Sunda Cyber Army

* Sunda Cyber Army 2k17 *
Indonesia Defacer ~
Current File : /home/dent/public_html/dent_health.sql.txt
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--
-- Database: `dent_health`
--

-- --------------------------------------------------------

--
-- Table structure for table `healthcare_dataset`
--

CREATE TABLE `healthcare_dataset` (
  `Name` text,
  `Age` int(11) DEFAULT NULL,
  `Gender` text,
  `BloodType` text,
  `MedicalCondition` text,
  `DateofAdmission` text,
  `Doctor` text,
  `Hospital` text,
  `InsuranceProvider` text,
  `BillingAmount` double DEFAULT NULL,
  `RoomNumber` int(11) DEFAULT NULL,
  `AdmissionType` text,
  `DischargeDate` text,
  `Medication` text,
  `TestResults` text
) ENGINE=InnoDB DEFAULT CHARSET=latin1;

--
-- Dumping data for table `healthcare_dataset`
--

INSERT INTO `healthcare_dataset` (`Name`, `Age`, `Gender`, `BloodType`, `MedicalCondition`, `DateofAdmission`, `Doctor`, `Hospital`, `InsuranceProvider`, `BillingAmount`, `RoomNumber`, `AdmissionType`, `DischargeDate`, `Medication`, `TestResults`) VALUES
('Bobby JacksOn', 30, 'Male', 'B-', 'Cancer', '2024-01-31', 'Matthew Smith', 'Sons and Miller', 'Blue Cross', 18856.281305978155, 328, 'Urgent', '2024-02-02', 'Paracetamol', 'Normal'),
('LesLie TErRy', 62, 'Male', 'A+', 'Obesity', '2019-08-20', 'Samantha Davies', 'Kim Inc', 'Medicare', 33643.327286577885, 265, 'Emergency', '2019-08-26', 'Ibuprofen', 'Inconclusive'),
('DaNnY sMitH', 76, 'Female', 'A-', 'Obesity', '2022-09-22', 'Tiffany Mitchell', 'Cook PLC', 'Aetna', 27955.096078842456, 205, 'Emergency', '2022-10-07', 'Aspirin', 'Normal'),
('andrEw waTtS', 28, 'Female', 'O+', 'Diabetes', '2020-11-18', 'Kevin Wells', 'Hernandez Rogers and Vang,', 'Medicare', 37909.78240987528, 450, 'Elective', '2020-12-18', 'Ibuprofen', 'Abnormal'),
('adrIENNE bEll', 43, 'Female', 'AB+', 'Cancer', '2022-09-19', 'Kathleen Hanna', 'White-White', 'Aetna', 14238.317813937623, 458, 'Urgent', '2022-10-09', 'Penicillin', 'Abnormal'),
('EMILY JOHNSOn', 36, 'Male', 'A+', 'Asthma', '2023-12-20', 'Taylor Newton', 'Nunez-Humphrey', 'UnitedHealthcare', 48145.11095104189, 389, 'Urgent', '2023-12-24', 'Ibuprofen', 'Normal'),
('edwArD EDWaRDs', 21, 'Female', 'AB-', 'Diabetes', '2020-11-03', 'Kelly Olson', 'Group Middleton', 'Medicare', 19580.87234486093, 389, 'Emergency', '2020-11-15', 'Paracetamol', 'Inconclusive'),
('CHrisTInA MARtinez', 20, 'Female', 'A+', 'Cancer', '2021-12-28', 'Suzanne Thomas', 'Powell Robinson and Valdez,', 'Cigna', 45820.46272159459, 277, 'Emergency', '2022-01-07', 'Paracetamol', 'Inconclusive'),
('JASmINe aGuIlaR', 82, 'Male', 'AB+', 'Asthma', '2020-07-01', 'Daniel Ferguson', 'Sons Rich and', 'Cigna', 50119.222791548505, 316, 'Elective', '2020-07-14', 'Aspirin', 'Abnormal'),
('ChRISTopher BerG', 58, 'Female', 'AB-', 'Cancer', '2021-05-23', 'Heather Day', 'Padilla-Walker', 'UnitedHealthcare', 19784.63106221073, 249, 'Elective', '2021-06-22', 'Paracetamol', 'Inconclusive'),
('mIchElLe daniELs', 72, 'Male', 'O+', 'Cancer', '2020-04-19', 'John Duncan', 'Schaefer-Porter', 'Medicare', 12576.795609050234, 394, 'Urgent', '2020-04-22', 'Paracetamol', 'Normal'),
('aaRon MARtiNeZ', 38, 'Female', 'A-', 'Hypertension', '2023-08-13', 'Douglas Mayo', 'Lyons-Blair', 'Medicare', 7999.586879604188, 288, 'Urgent', '2023-09-05', 'Lipitor', 'Inconclusive'),
('connOR HANsEn', 75, 'Female', 'A+', 'Diabetes', '2019-12-12', 'Kenneth Fletcher', 'Powers Miller, and Flores', 'Cigna', 43282.28335770435, 134, 'Emergency', '2019-12-28', 'Penicillin', 'Abnormal'),
('rObeRt bAuer', 68, 'Female', 'AB+', 'Asthma', '2020-05-22', 'Theresa Freeman', 'Rivera-Gutierrez', 'UnitedHealthcare', 33207.706633729606, 309, 'Urgent', '2020-06-19', 'Lipitor', 'Normal'),
('bROOkE brady', 44, 'Female', 'AB+', 'Cancer', '2021-10-08', 'Roberta Stewart', 'Morris-Arellano', 'UnitedHealthcare', 40701.599227308754, 182, 'Urgent', '2021-10-13', 'Paracetamol', 'Normal'),
('MS. nAtalIE gAMble', 46, 'Female', 'AB-', 'Obesity', '2023-01-01', 'Maria Dougherty', 'Cline-Williams', 'Blue Cross', 12263.357425021362, 465, 'Elective', '2023-01-11', 'Aspirin', 'Inconclusive'),
('haley perkins', 63, 'Female', 'A+', 'Arthritis', '2020-06-23', 'Erica Spencer', 'Cervantes-Wells', 'UnitedHealthcare', 24499.847903736576, 114, 'Elective', '2020-07-14', 'Paracetamol', 'Normal'),
('mRS. jamiE cAMPBELl', 38, 'Male', 'AB-', 'Obesity', '2020-03-08', 'Justin Kim', 'Torres, and Harrison Jones', 'Cigna', 17440.465444124675, 449, 'Urgent', '2020-04-02', 'Paracetamol', 'Abnormal'),
('LuKE BuRgEss', 34, 'Female', 'A-', 'Hypertension', '2021-03-04', 'Justin Moore Jr.', 'Houston PLC', 'Blue Cross', 18843.02301783416, 260, 'Elective', '2021-03-14', 'Aspirin', 'Abnormal'),
('dANIEL schmIdt', 63, 'Male', 'B+', 'Asthma', '2022-11-15', 'Denise Galloway', 'Hammond Ltd', 'Cigna', 23762.203579059587, 465, 'Elective', '2022-11-22', 'Penicillin', 'Normal'),
('tIMOTHY burNs', 67, 'Female', 'A-', 'Asthma', '2023-06-28', 'Krista Smith', 'Jones LLC', 'Blue Cross', 42.5145885533243, 115, 'Elective', '2023-07-02', 'Aspirin', 'Normal'),
('ChRISToPHEr BRiGhT', 48, 'Male', 'B+', 'Asthma', '2020-01-21', 'Gregory Smith', 'Williams-Davis', 'Aetna', 17695.911622343818, 295, 'Urgent', '2020-02-09', 'Lipitor', 'Normal'),
('KatHRYn StewArt', 58, 'Female', 'O+', 'Arthritis', '2022-05-12', 'Vanessa Newton', 'Clark-Mayo', 'Aetna', 5998.10290819591, 327, 'Urgent', '2022-06-10', 'Lipitor', 'Inconclusive'),
('dR. EilEEn thomPsoN', 59, 'Male', 'A+', 'Asthma', '2021-08-02', 'Donna Martinez MD', 'and Sons Smith', 'Aetna', 25250.052428216135, 119, 'Urgent', '2021-08-12', 'Lipitor', 'Inconclusive'),
('PAUl hEndERsOn', 72, 'Female', 'AB+', 'Hypertension', '2020-05-15', 'Stephanie Kramer', 'Wilson Group', 'Medicare', 33211.29541901202, 109, 'Emergency', '2020-06-08', 'Paracetamol', 'Inconclusive'),
('PeTER fiTzgeRaLd', 73, 'Male', 'AB+', 'Obesity', '2020-05-15', 'Angela Contreras', 'Garner-Bowman', 'Medicare', 19746.83200760437, 162, 'Urgent', '2020-05-20', 'Aspirin', 'Abnormal'),
('cathy sMaLl', 51, 'Female', 'O-', 'Asthma', '2023-12-23', 'Wendy Glenn', 'Brown, and Jones Weaver', 'Blue Cross', 26786.529555311292, 401, 'Elective', '2024-01-19', 'Ibuprofen', 'Normal'),
('mr. KenNEth MoORE', 34, 'Female', 'A+', 'Diabetes', '2022-06-21', 'James Ellis', 'Serrano-Dixon', 'UnitedHealthcare', 18834.80134117836, 157, 'Emergency', '2022-06-30', 'Lipitor', 'Abnormal'),
('MaRy hUNter', 38, 'Female', 'O-', 'Hypertension', '2021-01-03', 'Jared Bruce Jr.', 'Gardner-Miller', 'Cigna', 32643.299353277187, 223, 'Emergency', '2021-01-16', 'Penicillin', 'Normal'),
('jOSHUA OLiVer', 63, 'Female', 'B+', 'Hypertension', '2023-10-03', 'Brandy Mitchell', 'Guerrero-Boone', 'Aetna', 5767.011053816016, 293, 'Elective', '2023-10-12', 'Paracetamol', 'Abnormal'),
('ThOMAS MartInEZ', 34, 'Male', 'B-', 'Asthma', '2019-08-18', 'Jacob Huynh', 'Hart Ltd', 'Cigna', 47909.12880987492, 371, 'Urgent', '2019-09-01', 'Ibuprofen', 'Inconclusive'),
('JAmES pattERson', 23, 'Female', 'A+', 'Arthritis', '2019-11-03', 'Kristina Frazier', 'Cruz-Santiago', 'UnitedHealthcare', 25835.323594688223, 108, 'Urgent', '2019-11-29', 'Penicillin', 'Abnormal'),
('WilLIAM cOOPEr', 78, 'Male', 'AB-', 'Arthritis', '2023-05-18', 'John Hartman', 'Group Duncan', 'Medicare', 17993.226200015546, 245, 'Elective', '2023-06-15', 'Penicillin', 'Normal'),
('Erin oRTEga', 43, 'Male', 'AB-', 'Cancer', '2023-05-24', 'Heather Garcia', 'Lopez-Phillips', 'Medicare', 21185.953530394218, 494, 'Elective', '2023-06-03', 'Ibuprofen', 'Normal'),
('NicOlE RodriGUEz', 30, 'Female', 'AB+', 'Diabetes', '2020-01-17', 'Lynn Young', 'Poole Inc', 'Blue Cross', 8408.94935429195, 285, 'Emergency', '2020-02-10', 'Lipitor', 'Normal'),
('DAvID AndErSON', 25, 'Female', 'AB+', 'Asthma', '2021-01-07', 'Emma Allison', 'Sons and Cox', 'Medicare', 45453.41854566515, 228, 'Elective', '2021-01-26', 'Lipitor', 'Abnormal'),
('DEnIse ToRRES', 33, 'Male', 'AB+', 'Diabetes', '2019-10-14', 'Laura Myers', 'LLC Martin', 'Aetna', 4397.7769954133355, 481, 'Urgent', '2019-10-19', 'Paracetamol', 'Inconclusive'),
('CasSAndrA Robinson', 26, 'Female', 'B-', 'Hypertension', '2021-12-19', 'Travis Parsons', 'Espinoza-Stone', 'Aetna', 9380.325967528432, 212, 'Urgent', '2022-01-16', 'Ibuprofen', 'Normal'),
('NIcOlE LUcErO', 70, 'Female', 'O-', 'Diabetes', '2022-03-12', 'Christine Johnson', 'and Garcia Morris Cunningham,', 'Cigna', 48290.69340736419, 113, 'Emergency', '2022-03-29', 'Lipitor', 'Abnormal'),
('PAmela fErNanDeZ', 57, 'Female', 'B-', 'Obesity', '2021-01-17', 'Emily Taylor', 'Walton-Meyer', 'Medicare', 32973.94083296627, 272, 'Urgent', '2021-01-29', 'Penicillin', 'Abnormal'),
('chRiSTOPHer LEe', 74, 'Female', 'B-', 'Hypertension', '2021-09-15', 'William Reynolds', 'PLC Young', 'Cigna', 49943.27849878726, 478, 'Emergency', '2021-10-05', 'Lipitor', 'Normal'),
('ThomAS morsE', 81, 'Male', 'A+', 'Hypertension', '2020-01-27', 'Jennifer Carter', 'Meadows Group', 'Cigna', 35633.95545438785, 196, 'Urgent', '2020-02-09', 'Aspirin', 'Normal'),
('Mr. eRiC Lane', 49, 'Female', 'A-', 'Asthma', '2022-06-24', 'Matthew Thomas', 'and Howell Brooks, Rogers', 'Cigna', 25966.328610220968, 418, 'Elective', '2022-07-18', 'Paracetamol', 'Normal'),
('KAThEriNE SmiTH', 26, 'Female', 'AB+', 'Obesity', '2021-06-09', 'Mary Logan', 'and Mcclure White Boone,', 'UnitedHealthcare', 21784.44507072369, 410, 'Urgent', '2021-07-01', 'Paracetamol', 'Normal'),
('pAUL wILLiAmS', 81, 'Female', 'AB-', 'Cancer', '2020-08-23', 'Kristin Martinez', 'Gates Brown, and Stuart', 'Medicare', 42684.55888455027, 328, 'Urgent', '2020-09-08', 'Penicillin', 'Abnormal'),
('lYNn MaRtinez', 65, 'Male', 'O+', 'Cancer', '2022-10-12', 'Daniel Murphy', 'Group Armstrong', 'Medicare', 45585.8865599394, 300, 'Emergency', '2022-11-02', 'Penicillin', 'Normal'),
('chRIsTOpHEr CHaPmAN', 31, 'Female', 'O+', 'Hypertension', '2021-12-01', 'Emily Patterson', 'Ltd Schwartz', 'Cigna', 29615.441863646167, 211, 'Elective', '2021-12-09', 'Paracetamol', 'Normal'),
('CHRis fRYe', 58, 'Male', 'A-', 'Diabetes', '2020-05-04', 'Heather Smith', 'Nelson-Phillips', 'Cigna', 36992.27368828386, 413, 'Urgent', '2020-05-13', 'Aspirin', 'Normal'),
('kyLE bEnneTT', 22, 'Male', 'O+', 'Hypertension', '2023-09-09', 'John Smith', 'Knight and Nguyen, Riggs', 'UnitedHealthcare', 28051.499483946325, 157, 'Urgent', '2023-09-23', 'Ibuprofen', 'Abnormal'),
('BRandOn coLLINS', 77, 'Female', 'O+', 'Asthma', '2019-07-19', 'Cameron Young', 'Lopez PLC', 'Cigna', 16320.232447271888, 138, 'Urgent', '2019-07-29', 'Ibuprofen', 'Abnormal'),
('mIchael LiU', 30, 'Male', 'AB-', 'Hypertension', '2024-04-05', 'Vicki Nguyen', 'Fernandez and Phillips, Singh', 'Medicare', 30590.54180634067, 456, 'Emergency', '2024-04-22', 'Paracetamol', 'Inconclusive'),
('STepHaNie kEnt', 42, 'Female', 'A-', 'Cancer', '2019-06-15', 'Mary Moss', 'Beck-Galloway', 'Aetna', 14681.016360125932, 234, 'Emergency', '2019-07-05', 'Ibuprofen', 'Abnormal'),
('JessE BaNks', 67, 'Female', 'AB+', 'Cancer', '2022-10-29', 'Alexander Garcia', 'Decker Glover, and Christensen', 'Aetna', 21879.53191106356, 492, 'Urgent', '2022-11-20', 'Penicillin', 'Inconclusive'),
('PeGGY LEe', 24, 'Female', 'A-', 'Obesity', '2022-04-08', 'Patrick Burns', 'Nelson Walker Myers, and', 'UnitedHealthcare', 6767.634396544945, 180, 'Elective', '2022-04-13', 'Lipitor', 'Abnormal'),
('TAmARa hErNAndez', 84, 'Female', 'B-', 'Asthma', '2023-08-17', 'Kayla Powers', 'Mitchell-Navarro', 'Cigna', 19973.46292615957, 250, 'Elective', '2023-09-11', 'Ibuprofen', 'Inconclusive'),
('mR. DAVID pIERce Md', 73, 'Female', 'A-', 'Hypertension', '2023-11-05', 'Julia Cox', 'Group Delgado', 'UnitedHealthcare', 14362.31448750232, 296, 'Emergency', '2023-11-07', 'Paracetamol', 'Inconclusive'),
('beThaNY MoOrE', 55, 'Female', 'A+', 'Cancer', '2023-04-09', 'Penny Pruitt', 'and Montes Graves, Thomas', 'Cigna', 10300.657311375919, 330, 'Emergency', '2023-04-21', 'Paracetamol', 'Normal'),
('MIChael MIllS', 23, 'Male', 'O-', 'Hypertension', '2022-09-21', 'Mrs. Lori Hurst PhD', 'Hall-Bentley', 'Aetna', 37951.66490984979, 405, 'Emergency', '2022-09-25', 'Ibuprofen', 'Inconclusive'),
('kyle Wiley', 40, 'Female', 'AB-', 'Cancer', '2021-01-21', 'Stephen Carr', 'Taylor-Nguyen', 'Aetna', 6733.990947068834, 300, 'Urgent', '2021-02-06', 'Ibuprofen', 'Normal'),
('jACqUeLINE jORdaN', 51, 'Male', 'O+', 'Hypertension', '2020-07-10', 'Jacob Daniel', 'Hunter-Grant', 'Aetna', 17839.745651647165, 306, 'Elective', '2020-07-20', 'Paracetamol', 'Abnormal'),
('ASHleY guTIERreZ', 83, 'Male', 'AB+', 'Obesity', '2019-11-06', 'Tyler Braun', 'Miller-Lawson', 'Aetna', 24637.090064033247, 333, 'Elective', '2019-11-22', 'Paracetamol', 'Inconclusive'),
('Kim ScOtt', 63, 'Male', 'A-', 'Asthma', '2024-04-07', 'Cindy Ellis', 'Scott-Kelly', 'UnitedHealthcare', 39723.16605142787, 244, 'Emergency', '2024-05-04', 'Ibuprofen', 'Inconclusive'),
('tRAvIs carTeR', 18, 'Male', 'A+', 'Cancer', '2022-07-06', 'Megan Hahn', 'Moss and Ferguson, Baker', 'UnitedHealthcare', 48407.38629110051, 325, 'Emergency', '2022-07-18', 'Aspirin', 'Normal'),
('LArry rodgeRs', 23, 'Female', 'B-', 'Hypertension', '2022-08-03', 'Eric Kelly', 'and Mason Smith Chase,', 'Cigna', 5517.393642223992, 113, 'Elective', '2022-08-10', 'Aspirin', 'Inconclusive'),
('Nancy glOVeR', 58, 'Male', 'A-', 'Hypertension', '2020-05-08', 'Jennifer Larson', 'Khan, and Rodriguez Fischer', 'Medicare', 19183.168885395542, 378, 'Emergency', '2020-06-01', 'Aspirin', 'Abnormal'),
('JessIca king', 27, 'Male', 'AB-', 'Cancer', '2019-12-09', 'William Hess', 'Sons Watson and', 'Medicare', 8320.660803287437, 468, 'Urgent', '2019-12-21', 'Lipitor', 'Abnormal'),
('ChRiStOPhER gOnzAlez', 59, 'Male', 'B+', 'Diabetes', '2019-11-21', 'Patricia Dunn', 'Rhodes-Carey', 'Medicare', 10107.18765105721, 368, 'Emergency', '2019-12-08', 'Penicillin', 'Abnormal'),
('jOhN hARTmAN', 27, 'Male', 'B-', 'Hypertension', '2023-01-07', 'Jack Jackson', 'Bullock-Ramsey', 'Cigna', 49402.29837252711, 263, 'Elective', '2023-01-27', 'Lipitor', 'Inconclusive'),
('MicHAEl MillEr', 31, 'Male', 'B+', 'Diabetes', '2024-02-06', 'Jonathan Drake', 'Clark Brown, and Myers', 'UnitedHealthcare', 35776.81511145377, 489, 'Emergency', '2024-02-10', 'Penicillin', 'Normal'),
('Erica myERS', 19, 'Female', 'A+', 'Arthritis', '2020-01-30', 'Ian Benitez', 'Jackson and Lane, Dillon', 'Medicare', 20227.863726744774, 241, 'Elective', '2020-02-12', 'Penicillin', 'Normal'),
('cAROl PaTtERSoN', 29, 'Female', 'O+', 'Cancer', '2022-10-24', 'Jamie Baker', 'Turner Cook, Banks and', 'Blue Cross', 19328.118579079928, 231, 'Urgent', '2022-11-07', 'Ibuprofen', 'Normal'),
('JOSe LopEz', 18, 'Male', 'A-', 'Obesity', '2022-01-09', 'Erika Jackson', 'Miles, and Weaver Hudson', 'Aetna', 46956.54573063246, 377, 'Emergency', '2022-01-15', 'Aspirin', 'Inconclusive'),
('kEVIn SiMmoNs Jr.', 24, 'Male', 'AB-', 'Cancer', '2023-12-28', 'Amanda Garcia', 'Evans Ltd', 'Cigna', 10709.690388900191, 407, 'Emergency', '2024-01-02', 'Paracetamol', 'Abnormal'),
('DuANe HaneY', 27, 'Male', 'AB-', 'Diabetes', '2021-09-16', 'Raven Wong', 'Sons and Schaefer', 'Aetna', 45353.990777385414, 263, 'Urgent', '2021-10-14', 'Penicillin', 'Abnormal'),
('JONathAn yaTeS', 57, 'Female', 'AB-', 'Arthritis', '2023-07-24', 'Cynthia Scott', 'Sons Hodges and', 'Aetna', 8451.001758478955, 135, 'Elective', '2023-08-11', 'Paracetamol', 'Abnormal'),
('johN THoMaS', 74, 'Female', 'A+', 'Arthritis', '2021-11-13', 'Mark Padilla', 'Simpson-Mccall', 'UnitedHealthcare', 29850.879728183794, 131, 'Emergency', '2021-12-07', 'Paracetamol', 'Inconclusive'),
('AdriaN BuckLEY', 22, 'Female', 'A-', 'Arthritis', '2023-10-11', 'Julie Ramirez', 'Lin Thompson Wells, and', 'Blue Cross', 42696.52116389919, 102, 'Urgent', '2023-10-27', 'Penicillin', 'Normal'),
('apRil SANTIAgO', 33, 'Female', 'B-', 'Diabetes', '2021-01-30', 'Jacob Rich', 'Jones-Scott', 'Cigna', 2305.139139538494, 249, 'Emergency', '2021-02-04', 'Penicillin', 'Inconclusive'),
('DIane scHultz', 57, 'Male', 'B+', 'Arthritis', '2021-11-21', 'Mark Hartman Jr.', 'Howe-Kelly', 'UnitedHealthcare', 44437.470673357224, 255, 'Emergency', '2021-12-05', 'Penicillin', 'Inconclusive'),
('tiMOThY myers', 61, 'Male', 'B+', 'Cancer', '2024-03-02', 'Timothy Baker', 'and Sons Reyes', 'UnitedHealthcare', 29504.387442211457, 422, 'Urgent', '2024-03-26', 'Ibuprofen', 'Inconclusive'),
('NICOLE HUGhes', 20, 'Male', 'O+', 'Arthritis', '2020-12-04', 'Lori Sanchez', 'Shaw-Young', 'Blue Cross', 34617.788344937246, 320, 'Emergency', '2020-12-08', 'Ibuprofen', 'Abnormal'),
('ChAd MorEnO', 67, 'Male', 'AB+', 'Hypertension', '2020-08-26', 'Connie Boyd', 'Inc Skinner', 'Aetna', 46814.011195111656, 134, 'Urgent', '2020-08-27', 'Penicillin', 'Abnormal'),
('SeaN jenniNGs', 80, 'Female', 'AB-', 'Diabetes', '2023-11-12', 'James Tucker', 'Clark-Johnson', 'Blue Cross', 20257.54428293241, 255, 'Elective', '2023-12-12', 'Penicillin', 'Abnormal'),
('DIAnE brAnch', 44, 'Male', 'O+', 'Obesity', '2020-05-30', 'Juan Acevedo', 'Perez and Sons', 'Cigna', 22841.363876905678, 410, 'Emergency', '2020-06-14', 'Aspirin', 'Inconclusive'),
('cindY OROzco', 26, 'Female', 'B-', 'Asthma', '2023-05-12', 'Julie Finley', 'Kemp LLC', 'Medicare', 10283.716858129152, 273, 'Emergency', '2023-06-10', 'Ibuprofen', 'Abnormal'),
('pAtriCIa MEdinA', 80, 'Male', 'AB+', 'Cancer', '2022-07-07', 'Miguel Parker', 'LLC Dixon', 'UnitedHealthcare', 1586.476601438285, 395, 'Emergency', '2022-07-23', 'Ibuprofen', 'Normal'),
('kayLa padillA', 63, 'Male', 'B-', 'Asthma', '2020-09-24', 'Jermaine Peters', 'and Morales Jennings Cook,', 'Aetna', 34774.351127057584, 152, 'Emergency', '2020-10-08', 'Penicillin', 'Inconclusive'),
('JUan klEiN', 58, 'Female', 'B-', 'Arthritis', '2023-08-19', 'Lisa Edwards', 'Group Hood', 'UnitedHealthcare', 24870.10365893384, 321, 'Emergency', '2023-08-25', 'Ibuprofen', 'Inconclusive'),
('wILLIAM hIlL', 38, 'Female', 'A+', 'Cancer', '2023-05-16', 'Matthew Walker', 'Lindsey Inc', 'Cigna', 39476.94751437997, 428, 'Elective', '2023-06-01', 'Aspirin', 'Abnormal'),
('CARL BEst', 60, 'Male', 'B+', 'Hypertension', '2022-08-22', 'Gregory Hansen', 'Ltd Wang', 'Blue Cross', 26062.43432029105, 482, 'Elective', '2022-09-07', 'Paracetamol', 'Inconclusive'),
('TInA GriFfin', 49, 'Male', 'B+', 'Cancer', '2022-06-17', 'Jessica Cruz', 'Inc Ford', 'Medicare', 25302.112634011213, 268, 'Elective', '2022-06-28', 'Penicillin', 'Abnormal'),
('MR. TYler TAYLOR Phd', 80, 'Male', 'A+', 'Diabetes', '2022-11-05', 'Robert Salazar', 'Dean-Hawkins', 'UnitedHealthcare', 10661.51064913277, 120, 'Emergency', '2022-11-25', 'Lipitor', 'Abnormal'),
('TAyLoR howeLl Dds', 35, 'Female', 'B+', 'Diabetes', '2021-09-10', 'Kyle Patterson', 'Walter PLC', 'Blue Cross', 30358.1945795447, 318, 'Elective', '2021-09-18', 'Ibuprofen', 'Inconclusive'),
('mIcHAeL MaRTIn', 84, 'Male', 'A+', 'Asthma', '2022-09-06', 'John Summers', 'Sons Horn and', 'Cigna', 23684.52547274483, 162, 'Urgent', '2022-09-27', 'Ibuprofen', 'Inconclusive'),
('heatHER mIller', 76, 'Male', 'A+', 'Diabetes', '2021-04-17', 'Scott Grant', 'Powell Ward, and Mercado', 'Aetna', 3908.9465679463137, 428, 'Elective', '2021-05-10', 'Lipitor', 'Inconclusive'),
('cathERinE gArDnEr', 79, 'Female', 'A-', 'Hypertension', '2019-08-19', 'David Ruiz', 'James Ltd', 'Medicare', 25503.673806852043, 144, 'Elective', '2019-08-26', 'Lipitor', 'Abnormal'),
('ANNE THOMPSoN', 76, 'Female', 'O+', 'Diabetes', '2024-03-24', 'Kyle Smith', 'Kemp-Munoz', 'Aetna', 6312.607691018524, 226, 'Elective', '2024-04-14', 'Aspirin', 'Abnormal'),
('TOdd coopeR', 55, 'Female', 'A+', 'Diabetes', '2022-12-10', 'Jason Price', 'Henderson-Taylor', 'UnitedHealthcare', 21772.341398649638, 459, 'Elective', '2022-12-31', 'Ibuprofen', 'Normal'),
('PhILLIP lyOnS', 53, 'Male', 'B-', 'Cancer', '2022-09-14', 'Stephanie Clements', 'Parsons, Hartman Martinez and', 'Blue Cross', 30437.001787641067, 208, 'Elective', '2022-09-18', 'Aspirin', 'Normal'),
('MaRk foRD', 18, 'Male', 'B+', 'Asthma', '2022-10-18', 'Steven James', 'Luna Inc', 'UnitedHealthcare', 28837.677052507202, 227, 'Elective', '2022-11-11', 'Aspirin', 'Abnormal'),
('mARcUS ZAmorA', 69, 'Male', 'O+', 'Arthritis', '2021-11-13', 'Jeremiah Wolf', 'Hernandez, Ritter and Huffman', 'Cigna', 25425.72786260709, 115, 'Elective', '2021-11-21', 'Aspirin', 'Normal'),
('KaTiE hENry', 70, 'Male', 'B+', 'Diabetes', '2022-07-08', 'Roberto Petersen', 'Reed LLC', 'Aetna', 7187.272346099509, 402, 'Emergency', '2022-07-25', 'Aspirin', 'Normal'),
('wilLIAm morTON', 21, 'Male', 'A+', 'Diabetes', '2023-06-25', 'Christina Hammond', 'Thompson-Walker', 'UnitedHealthcare', 3125.7364766012533, 442, 'Urgent', '2023-07-11', 'Ibuprofen', 'Normal'),
('KaTRina maRTin', 47, 'Male', 'A-', 'Diabetes', '2019-07-09', 'Patricia Colon', 'Group Nguyen', 'Medicare', 31516.10073437436, 418, 'Elective', '2019-08-05', 'Penicillin', 'Inconclusive'),
('HunTeR mckAy', 85, 'Male', 'A-', 'Arthritis', '2021-05-14', 'Dominic Mitchell', 'Newton-White', 'UnitedHealthcare', 40014.7623484579, 425, 'Emergency', '2021-06-03', 'Aspirin', 'Abnormal'),
('dWAYnE DAViS', 28, 'Male', 'O+', 'Cancer', '2024-01-15', 'Wendy Davis', 'Ltd Thomas', 'Medicare', 40782.92780848658, 373, 'Elective', '2024-02-07', 'Ibuprofen', 'Abnormal'),
('sARAH CalDweLL', 62, 'Male', 'A-', 'Obesity', '2019-09-30', 'Daniel Carson', 'Pierce Ward, Torres and', 'Cigna', 3879.0846018133934, 290, 'Elective', '2019-10-15', 'Aspirin', 'Inconclusive'),
('DAVid higgInS', 49, 'Female', 'B-', 'Arthritis', '2021-03-05', 'Erin Henderson MD', 'Evans and Hall Schneider,', 'Medicare', 24948.477824026922, 361, 'Emergency', '2021-03-20', 'Penicillin', 'Abnormal'),
('bRADlEY coMbS', 52, 'Male', 'AB-', 'Hypertension', '2021-05-14', 'Christopher Butler', 'Stout-Brown', 'Cigna', 37734.74218038699, 251, 'Elective', '2021-06-06', 'Penicillin', 'Abnormal'),
('chrisTiNa SChMitt', 53, 'Male', 'B+', 'Cancer', '2023-06-08', 'Samuel Robles', 'Cruz Ltd', 'UnitedHealthcare', 27360.46189055129, 231, 'Elective', '2023-07-05', 'Ibuprofen', 'Abnormal'),
('coLtoN stRONg', 55, 'Male', 'AB-', 'Asthma', '2022-05-13', 'Benjamin Webb', 'Stewart Sons and', 'Aetna', 37405.69652863123, 212, 'Elective', '2022-05-20', 'Paracetamol', 'Normal'),
('MARK priCE', 18, 'Male', 'B-', 'Arthritis', '2022-09-22', 'Krystal Fox', 'Hall Roberts and Duarte,', 'Medicare', 31485.9731617159, 440, 'Emergency', '2022-10-14', 'Ibuprofen', 'Normal'),
('sUZaNnE SchNeIder', 52, 'Male', 'AB-', 'Hypertension', '2023-08-25', 'Bruce Garrett', 'Ramirez-Robinson', 'Medicare', 23737.399323627065, 414, 'Urgent', '2023-09-18', 'Lipitor', 'Normal'),
('MIchaEL HUrLEY', 67, 'Male', 'AB-', 'Obesity', '2019-06-02', 'Jonathan Watson', 'Garcia, and Bishop Hernandez', 'Aetna', 3326.3826746815157, 424, 'Emergency', '2019-06-04', 'Lipitor', 'Inconclusive'),
('LIndsEy laMbErt', 82, 'Female', 'A+', 'Hypertension', '2021-11-19', 'Christopher Guerra', 'and Brown Oneal, Shah', 'Medicare', 23067.672165245425, 307, 'Elective', '2021-12-12', 'Ibuprofen', 'Normal'),
('reBEcCA PARsONs', 37, 'Female', 'O+', 'Asthma', '2019-12-02', 'Steven Adams', 'Group White', 'Aetna', 8521.214252671094, 476, 'Elective', '2019-12-13', 'Penicillin', 'Abnormal'),
('jUdy joHNsoN', 52, 'Female', 'AB-', 'Cancer', '2020-08-21', 'Victoria Patel', 'Hughes and Erickson, Anderson', 'Cigna', 47985.16733832777, 388, 'Elective', '2020-09-06', 'Penicillin', 'Inconclusive'),
('TOnyA caMpbell', 37, 'Female', 'B+', 'Asthma', '2021-02-12', 'Louis Bell', 'Lane-Kelly', 'UnitedHealthcare', 25230.24688180245, 326, 'Elective', '2021-03-11', 'Ibuprofen', 'Inconclusive'),
('JAMEs Ross', 83, 'Female', 'A+', 'Diabetes', '2024-01-13', 'Michael Baker', 'Cox-Hester', 'Blue Cross', 10352.20848674086, 394, 'Urgent', '2024-01-22', 'Aspirin', 'Abnormal'),
('SaRA COOk', 33, 'Male', 'O-', 'Arthritis', '2021-12-26', 'Douglas Fleming', 'Jarvis Scott, Fleming and', 'Medicare', 6175.867249292427, 138, 'Urgent', '2022-01-12', 'Aspirin', 'Abnormal'),
('annE howeLl', 22, 'Female', 'A-', 'Obesity', '2022-08-22', 'Patrick Carter', 'Cline-Carpenter', 'Blue Cross', 23499.936250978782, 178, 'Urgent', '2022-09-07', 'Penicillin', 'Normal'),
('RENEE bAilEY', 19, 'Female', 'B+', 'Cancer', '2021-07-03', 'Sarah Shaffer', 'Johnson, and Ross Harris', 'Medicare', 33681.57264410157, 177, 'Elective', '2021-07-31', 'Ibuprofen', 'Abnormal'),
('Jeffrey tuRNER', 85, 'Female', 'O+', 'Obesity', '2020-05-31', 'Matthew Carter', 'Kim Rosario, and Hammond', 'Aetna', 39957.94062222976, 211, 'Urgent', '2020-06-01', 'Ibuprofen', 'Normal'),
('DR. LaUreN ClaRk DDs', 19, 'Male', 'B+', 'Cancer', '2020-10-26', 'Brian Wagner', 'PLC Jimenez', 'UnitedHealthcare', 49833.70771785452, 302, 'Elective', '2020-11-17', 'Lipitor', 'Inconclusive'),
('terRY THoMaS', 50, 'Female', 'B-', 'Asthma', '2021-06-03', 'Lucas Cole', 'Cantu-Berry', 'Aetna', 48175.466116807904, 368, 'Urgent', '2021-07-01', 'Paracetamol', 'Inconclusive'),
('JasOn baKEr', 50, 'Female', 'O-', 'Obesity', '2020-10-24', 'Julia Yoder', 'Wright-Alexander', 'UnitedHealthcare', 40133.96739245519, 130, 'Urgent', '2020-11-13', 'Ibuprofen', 'Normal'),
('JEssicA gUtiERrEz', 40, 'Male', 'O+', 'Obesity', '2019-08-27', 'Crystal Chavez', 'Guzman-Carlson', 'Aetna', 9585.952127993727, 424, 'Urgent', '2019-09-06', 'Lipitor', 'Inconclusive'),
('COURTNey HOdGes', 57, 'Male', 'AB-', 'Obesity', '2021-11-30', 'Brenda Lopez', 'Meyer-Hill', 'Medicare', 40693.35422395354, 430, 'Emergency', '2021-12-09', 'Aspirin', 'Abnormal'),
('ANthONy reYEs', 82, 'Male', 'AB+', 'Obesity', '2023-10-15', 'Michael Cole', 'Dudley-Atkinson', 'UnitedHealthcare', 16399.265761001818, 133, 'Emergency', '2023-11-08', 'Penicillin', 'Abnormal'),
('LeaH cRoSs Dds', 20, 'Male', 'AB+', 'Diabetes', '2024-03-17', 'Michael Larson', 'Kelly-Allen', 'Blue Cross', 44939.56552476109, 430, 'Emergency', '2024-03-28', 'Ibuprofen', 'Inconclusive'),
('PaUL MaRTinEz', 20, 'Male', 'B+', 'Hypertension', '2019-10-13', 'Tracey Spence', 'Lewis Livingston, Lowe and', 'Blue Cross', 10663.910005038557, 104, 'Emergency', '2019-10-16', 'Aspirin', 'Normal'),
('DenisE rOdRIGuEZ', 19, 'Female', 'A-', 'Hypertension', '2020-03-02', 'Susan Gibson', 'Rodriguez Ltd', 'Cigna', 22564.787983517257, 408, 'Elective', '2020-03-07', 'Paracetamol', 'Normal'),
('ashLEy ERIcKSoN', 32, 'Female', 'AB-', 'Cancer', '2019-11-05', 'Gerald Hooper', 'and Johnson Moore, Branch', 'Aetna', -502.50781270094785, 376, 'Urgent', '2019-11-23', 'Penicillin', 'Normal'),
('SEaN carDenaS', 55, 'Male', 'B-', 'Diabetes', '2021-02-07', 'Todd Sanchez', 'Holmes and Hughes, Phillips', 'Cigna', 34758.256750986024, 331, 'Emergency', '2021-03-05', 'Aspirin', 'Normal'),
('aLaN AlVaREz', 81, 'Male', 'B+', 'Hypertension', '2021-10-25', 'Elizabeth Morales', 'and Smith, Tucker Cross', 'UnitedHealthcare', 46377.86514923159, 275, 'Urgent', '2021-11-22', 'Lipitor', 'Normal'),
('JeSsICA phiLliPS', 26, 'Male', 'O-', 'Hypertension', '2022-07-24', 'Kimberly Petersen', 'Sons and Lozano', 'Blue Cross', 7555.772964808847, 425, 'Elective', '2022-07-31', 'Paracetamol', 'Abnormal'),
('tiMOthY CoLemaN', 54, 'Female', 'AB+', 'Cancer', '2020-03-04', 'Misty Garcia', 'Russell Ltd', 'UnitedHealthcare', 14299.993446906701, 480, 'Emergency', '2020-03-05', 'Lipitor', 'Abnormal'),
('cHristina wooDS', 57, 'Male', 'B-', 'Arthritis', '2021-08-01', 'Melissa Fernandez', 'Jones Ltd', 'Cigna', 46429.50820372262, 233, 'Elective', '2021-08-19', 'Paracetamol', 'Inconclusive'),
('mELIssa sCOtt', 38, 'Female', 'AB+', 'Asthma', '2020-01-24', 'Kari Moore', 'Gordon-Ward', 'Medicare', 17978.950744896145, 384, 'Elective', '2020-02-12', 'Ibuprofen', 'Abnormal'),
('GaRy hoPkiNS', 54, 'Male', 'O+', 'Obesity', '2021-07-30', 'David Hubbard', 'Barnes and Sons', 'Medicare', 32629.067748235255, 380, 'Elective', '2021-08-13', 'Paracetamol', 'Normal'),
('aPRIL VAleNCIA', 42, 'Male', 'A+', 'Diabetes', '2024-01-04', 'Lonnie Morgan', 'Levine-Miller', 'Medicare', 22356.226491833422, 310, 'Urgent', '2024-02-03', 'Aspirin', 'Inconclusive'),
('riTA archER', 20, 'Male', 'O-', 'Diabetes', '2024-01-05', 'Victoria Gonzales', 'and Marquez Silva Smith,', 'Medicare', 48995.98059165719, 406, 'Elective', '2024-02-04', 'Lipitor', 'Normal'),
('kIm PenA', 44, 'Female', 'O-', 'Hypertension', '2020-08-11', 'Cindy White', 'Jackson-Copeland', 'UnitedHealthcare', 4532.483553616875, 213, 'Emergency', '2020-09-04', 'Lipitor', 'Inconclusive'),
('jaSoN FOlEy', 54, 'Male', 'B+', 'Diabetes', '2022-06-17', 'Douglas Li', 'Perez and Ochoa White,', 'Medicare', 35521.58214827759, 130, 'Elective', '2022-06-24', 'Paracetamol', 'Normal'),
('ShAUN GuzmAn', 21, 'Female', 'AB-', 'Arthritis', '2022-04-02', 'Lori Mendoza', 'Ltd Conrad', 'Aetna', 1589.50352318586, 244, 'Emergency', '2022-04-09', 'Aspirin', 'Inconclusive'),
('MATTHeW wHite', 45, 'Female', 'AB+', 'Diabetes', '2020-06-03', 'Ryan Ross', 'Hampton-Thomas', 'Medicare', 22950.651139182566, 233, 'Elective', '2020-06-22', 'Ibuprofen', 'Abnormal'),
('aLExiS wilsOn', 68, 'Female', 'B+', 'Arthritis', '2019-08-16', 'Brian Walton', 'Thomas-Kelley', 'Aetna', 2678.9539360591048, 427, 'Urgent', '2019-08-21', 'Paracetamol', 'Abnormal'),
('JaCQueLiNE maRshAll', 27, 'Male', 'A+', 'Hypertension', '2024-02-22', 'Michael Berg', 'Myers-Monroe', 'UnitedHealthcare', 39615.60065570468, 500, 'Urgent', '2024-02-24', 'Penicillin', 'Inconclusive'),
('RoBErt hIGGInS', 42, 'Male', 'AB-', 'Asthma', '2021-05-06', 'Scott Davis', 'and Ford Lee, Rodriguez', 'Medicare', 13355.782085480903, 451, 'Elective', '2021-05-29', 'Ibuprofen', 'Inconclusive'),
('SierRa MoRTON', 27, 'Female', 'B-', 'Asthma', '2021-10-27', 'Daniel Shelton', 'Sons Garcia and', 'Aetna', 32561.53040642269, 485, 'Elective', '2021-11-04', 'Ibuprofen', 'Inconclusive'),
('nATAliE sTANtoN', 80, 'Male', 'B+', 'Asthma', '2020-09-01', 'Tara Moreno', 'Perry Little, and Moore', 'Medicare', 29221.340207679114, 208, 'Emergency', '2020-09-17', 'Paracetamol', 'Inconclusive'),
('jEssica aceveDo', 21, 'Male', 'O+', 'Diabetes', '2021-05-26', 'Kristie Morgan', 'Anderson Group', 'Medicare', 12880.652412771487, 267, 'Urgent', '2021-06-22', 'Penicillin', 'Normal'),
('JENnIfEr mCmillan', 84, 'Female', 'A-', 'Obesity', '2022-06-22', 'Joseph Jones', 'Rodriguez and Sons', 'Aetna', 15475.403236542532, 154, 'Elective', '2022-07-22', 'Ibuprofen', 'Abnormal'),
('ChRISTopher mccLAiN', 67, 'Female', 'O-', 'Arthritis', '2023-05-17', 'Maria Tran', 'Thomas-Huber', 'Medicare', 27309.436760697274, 293, 'Elective', '2023-05-31', 'Aspirin', 'Abnormal'),
('kevIn HiCKs', 66, 'Male', 'AB+', 'Arthritis', '2021-06-23', 'Kelly Murphy', 'Robinson Inc', 'Medicare', 1897.891727147679, 196, 'Elective', '2021-07-09', 'Ibuprofen', 'Abnormal'),
('MELIndA richARds', 37, 'Female', 'A-', 'Cancer', '2023-11-17', 'Katherine Brown', 'Wood-Mathews', 'Aetna', 31308.20600849512, 466, 'Urgent', '2023-11-25', 'Penicillin', 'Normal'),
('roBYn miRaNDa', 30, 'Female', 'A-', 'Diabetes', '2020-10-11', 'Elizabeth Frank', 'Walker and Gardner Fernandez,', 'Medicare', 42792.24128217486, 468, 'Elective', '2020-10-21', 'Ibuprofen', 'Abnormal'),
('scoTt caSTillO', 78, 'Male', 'O+', 'Diabetes', '2021-08-10', 'Alyssa Edwards', 'Smith and Johnston, Collins', 'Cigna', 14377.33431849461, 114, 'Emergency', '2021-08-27', 'Penicillin', 'Abnormal'),
('jOHN GarciA', 39, 'Female', 'A+', 'Diabetes', '2023-08-29', 'Jesse Thomas', 'Sons Miller and', 'UnitedHealthcare', 1150.8749860875837, 408, 'Urgent', '2023-09-07', 'Penicillin', 'Abnormal'),
('miCHAeL TayloR', 29, 'Male', 'O-', 'Asthma', '2020-02-27', 'Erica Mccormick', 'Donaldson-Frey', 'Medicare', 41939.11993669633, 453, 'Elective', '2020-03-26', 'Ibuprofen', 'Normal'),
('jeFfReY WoOd', 81, 'Female', 'AB-', 'Cancer', '2021-07-07', 'Amber Holmes', 'Brown-Yoder', 'UnitedHealthcare', 41982.374396232575, 261, 'Elective', '2021-07-15', 'Aspirin', 'Abnormal'),
('MiCHAEl smIth', 66, 'Female', 'AB-', 'Obesity', '2022-06-03', 'Austin Jackson', 'Morgan Rios and Keller,', 'Cigna', 33861.01863174469, 115, 'Elective', '2022-06-27', 'Aspirin', 'Normal'),
('wiLLiam grIFfItH', 65, 'Male', 'B-', 'Asthma', '2020-02-20', 'Shane Morris', 'Gonzalez-King', 'Aetna', 49321.15763149177, 167, 'Emergency', '2020-03-01', 'Penicillin', 'Abnormal'),
('CHrISTiNa lAwReNCe', 80, 'Male', 'AB-', 'Asthma', '2021-02-05', 'Brent Smith', 'Wagner Ltd', 'Cigna', 47433.27865471116, 179, 'Elective', '2021-03-05', 'Penicillin', 'Inconclusive'),
('jeSsiCA HolmeS', 72, 'Female', 'O-', 'Arthritis', '2020-10-24', 'Kayla Davis', 'and Brown White, Jones', 'Medicare', 19065.060885516963, 490, 'Emergency', '2020-11-02', 'Paracetamol', 'Abnormal'),
('traCEY grEenE', 85, 'Male', 'O-', 'Cancer', '2023-12-06', 'Rose Zuniga', 'James-Smith', 'Cigna', 50142.02694785304, 258, 'Elective', '2023-12-19', 'Ibuprofen', 'Abnormal'),
('aMAnda lOpeZ', 68, 'Female', 'O+', 'Hypertension', '2021-12-21', 'Ethan Wagner', 'Hanson Group', 'Aetna', 12081.679034664965, 483, 'Urgent', '2021-12-30', 'Lipitor', 'Abnormal'),
('LaurA pEtErS', 56, 'Female', 'A-', 'Cancer', '2023-09-03', 'Phillip Williams', 'Mcclain-Reed', 'Aetna', 18030.790780235697, 273, 'Elective', '2023-09-30', 'Lipitor', 'Inconclusive'),
('LAUrEn ANDErSOn', 53, 'Female', 'O-', 'Asthma', '2020-10-18', 'Maureen Hill', 'Young-Smith', 'Medicare', 5142.1637634746885, 120, 'Elective', '2020-11-10', 'Paracetamol', 'Abnormal'),
('wILliAm CAmpos', 37, 'Female', 'B+', 'Asthma', '2021-07-07', 'Heidi Compton MD', 'Hart-Brock', 'UnitedHealthcare', 19851.242925188475, 202, 'Elective', '2021-07-24', 'Penicillin', 'Normal'),
('jEssiCa GoNzAleS', 57, 'Female', 'O+', 'Hypertension', '2023-08-28', 'Kimberly Gonzalez', 'Jones and Jones, Turner', 'Cigna', 20545.871762829884, 198, 'Urgent', '2023-09-16', 'Penicillin', 'Abnormal'),
('brUcE gOnzaleS', 36, 'Male', 'O+', 'Arthritis', '2019-11-17', 'Rebecca Morgan', 'Spears-Shah', 'Cigna', 36869.72573903982, 368, 'Urgent', '2019-12-01', 'Penicillin', 'Normal'),
('rOBert WAlsH', 20, 'Female', 'B+', 'Cancer', '2020-11-22', 'Sabrina Rogers', 'and Anderson Smith Sanchez,', 'Cigna', 40598.42257087868, 113, 'Elective', '2020-12-17', 'Paracetamol', 'Normal'),
('lIsA LeWis', 83, 'Male', 'O-', 'Asthma', '2021-11-13', 'Kevin Brown', 'Tran, and Ferrell Garcia', 'Aetna', 18198.058517853886, 308, 'Urgent', '2021-12-08', 'Ibuprofen', 'Normal'),
('WiLlIaM RUiZ', 79, 'Male', 'B+', 'Obesity', '2022-02-13', 'Sarah Cole', 'Ltd Walton', 'Blue Cross', 4920.041189088703, 278, 'Elective', '2022-02-20', 'Paracetamol', 'Normal'),
('StEven BALdWIn', 62, 'Male', 'O+', 'Diabetes', '2019-05-16', 'Jennifer Hall', 'Group Rodriguez', 'UnitedHealthcare', 3864.139498871634, 103, 'Urgent', '2019-05-31', 'Aspirin', 'Inconclusive'),
('meGAn CoLON', 38, 'Male', 'AB+', 'Asthma', '2021-08-04', 'Emily Cruz', 'Carr LLC', 'Blue Cross', 21562.861051020358, 400, 'Urgent', '2021-08-26', 'Paracetamol', 'Normal'),
('kImbErlY brOoks', 75, 'Female', 'B-', 'Cancer', '2020-01-03', 'Michael Anderson', 'Rodriguez-Guerra', 'Medicare', 11815.202741487685, 401, 'Elective', '2020-01-27', 'Ibuprofen', 'Abnormal'),
('EdWARd SMiTh jR.', 28, 'Male', 'A+', 'Hypertension', '2022-09-13', 'Natalie Sellers', 'Sullivan Mullins, Macias and', 'Cigna', 25796.869669293414, 258, 'Urgent', '2022-10-07', 'Lipitor', 'Abnormal'),
('aLliSoN CorDoVA', 36, 'Male', 'O-', 'Hypertension', '2020-12-19', 'Patrick Ochoa', 'Ballard PLC', 'UnitedHealthcare', 4266.78430718752, 268, 'Emergency', '2021-01-09', 'Lipitor', 'Normal'),
('lINdA THOMAs', 54, 'Male', 'AB+', 'Obesity', '2023-03-31', 'Daniel Rodgers', 'Liu-Wilson', 'Cigna', 4751.162741032384, 192, 'Urgent', '2023-04-29', 'Penicillin', 'Inconclusive'),
('paRkEr moOrE', 81, 'Female', 'B-', 'Diabetes', '2020-05-08', 'Taylor Baldwin', 'LLC Lewis', 'Aetna', 17968.495987590006, 285, 'Emergency', '2020-05-28', 'Lipitor', 'Inconclusive'),
('tanya SOto', 56, 'Female', 'AB+', 'Obesity', '2023-07-31', 'Adam Ross', 'Stokes Chambers and Martin,', 'Cigna', 11311.327347997592, 302, 'Urgent', '2023-08-02', 'Lipitor', 'Normal'),
('mIChaEL jOrdaN', 30, 'Male', 'AB-', 'Hypertension', '2022-01-09', 'Amy Williams', 'Hernandez-Green', 'Blue Cross', 47242.224297681045, 418, 'Emergency', '2022-01-12', 'Ibuprofen', 'Inconclusive'),
('ChRiSTINA MArTin', 64, 'Female', 'A-', 'Diabetes', '2023-12-16', 'Martha Graham', 'Inc Lee', 'Cigna', 17670.5052173935, 128, 'Elective', '2024-01-15', 'Paracetamol', 'Inconclusive'),
('TrACy BUrke', 76, 'Male', 'A+', 'Obesity', '2020-12-05', 'Emily Thomas', 'Wilkins Group', 'Medicare', 5714.748017914666, 238, 'Elective', '2020-12-18', 'Lipitor', 'Abnormal'),
('daVID SPeNCE', 21, 'Female', 'AB+', 'Diabetes', '2021-11-11', 'Terrance Rosales', 'Valentine Ltd', 'Cigna', 5985.978487240192, 136, 'Urgent', '2021-12-04', 'Penicillin', 'Normal'),
('JOsEph fOstER', 59, 'Female', 'O+', 'Obesity', '2019-09-11', 'Daniel Smith', 'Alvarado-Deleon', 'Blue Cross', 27385.736227988127, 427, 'Emergency', '2019-09-15', 'Penicillin', 'Inconclusive'),
('NIcholAs haLl', 31, 'Female', 'A-', 'Diabetes', '2020-12-15', 'Marissa Stevenson', 'Alexander and Jensen Andrews,', 'UnitedHealthcare', 3730.002190896625, 218, 'Urgent', '2021-01-01', 'Ibuprofen', 'Abnormal'),
('ChriSTiNA maCiAS', 36, 'Female', 'O+', 'Asthma', '2022-12-08', 'Katie Fitzpatrick', 'and Black, Henson Rhodes', 'Blue Cross', 22480.965928930735, 348, 'Elective', '2023-01-02', 'Ibuprofen', 'Inconclusive'),
('scoTT JoNes', 42, 'Female', 'B+', 'Diabetes', '2021-07-15', 'Dennis Small', 'Sons and Marshall', 'Aetna', 35022.31671236063, 486, 'Elective', '2021-08-05', 'Aspirin', 'Inconclusive'),
('jaMEs AnDerSon', 18, 'Female', 'AB+', 'Asthma', '2022-06-16', 'Chris Holt', 'Rodriguez-Franco', 'Blue Cross', 45072.418258941034, 147, 'Urgent', '2022-07-04', 'Lipitor', 'Inconclusive'),
('sHaUN LonG', 62, 'Female', 'A+', 'Obesity', '2024-02-09', 'Jenny Griffith', 'Fritz Henderson Stanton, and', 'UnitedHealthcare', 45902.70764469024, 126, 'Urgent', '2024-02-19', 'Aspirin', 'Normal'),
('krIStInA morA', 53, 'Male', 'AB+', 'Hypertension', '2024-03-04', 'Gregory Lambert', 'West-Young', 'Medicare', 28899.18575874838, 314, 'Emergency', '2024-03-18', 'Paracetamol', 'Abnormal'),
('joshUa rIcHmOnd', 82, 'Female', 'A+', 'Obesity', '2022-02-11', 'Michael Armstrong', 'Ltd Solis', 'Blue Cross', 39003.18143809496, 133, 'Elective', '2022-02-25', 'Lipitor', 'Normal'),
('Mark lAWrencE', 19, 'Female', 'O-', 'Diabetes', '2022-02-08', 'Melissa Terry', 'Mcneil-Blake', 'Blue Cross', 10348.818521438636, 271, 'Emergency', '2022-02-17', 'Ibuprofen', 'Inconclusive'),
('JOhN eLlis', 83, 'Female', 'A-', 'Hypertension', '2023-06-15', 'Thomas Bruce', 'Moore-Waters', 'UnitedHealthcare', 14371.539698666105, 341, 'Urgent', '2023-06-30', 'Paracetamol', 'Inconclusive'),
('MRs. TiFFAny DeNnIs', 26, 'Male', 'O-', 'Diabetes', '2021-10-11', 'James James DVM', 'Group Scott', 'UnitedHealthcare', 13769.40312876381, 498, 'Urgent', '2021-10-24', 'Ibuprofen', 'Abnormal'),
('cyNTHIa HuANG', 51, 'Male', 'O+', 'Arthritis', '2021-12-12', 'Sean Smith', 'and Simmons Sons', 'Aetna', 35868.53863676558, 309, 'Elective', '2021-12-30', 'Lipitor', 'Abnormal'),
('meLiSSA LawRENcE', 20, 'Male', 'O+', 'Obesity', '2023-07-09', 'John Hansen', 'Humphrey and Browning Fitzgerald,', 'Blue Cross', 35205.28459802445, 104, 'Emergency', '2023-07-15', 'Lipitor', 'Abnormal'),
('STEvEn goodwIN', 61, 'Female', 'A-', 'Obesity', '2020-09-08', 'Teresa Mccarthy', 'Adams-Molina', 'Blue Cross', 21576.502345538738, 308, 'Emergency', '2020-10-03', 'Ibuprofen', 'Abnormal'),
('mARY HuNT', 44, 'Male', 'AB-', 'Hypertension', '2020-08-31', 'Stephanie Barnett', 'Guzman LLC', 'Aetna', 18771.010687105834, 168, 'Urgent', '2020-09-18', 'Lipitor', 'Abnormal'),
('ERic riveRa', 74, 'Female', 'AB+', 'Cancer', '2024-04-10', 'Mr. Luke Nunez Jr.', 'Gonzalez-Pacheco', 'Blue Cross', 21668.56450834912, 115, 'Emergency', '2024-05-03', 'Lipitor', 'Abnormal'),
('ALAn tayLor', 82, 'Female', 'B-', 'Diabetes', '2021-08-10', 'Stacy Stewart', 'Hunt, Carlson and Cherry', 'Cigna', 36339.81908117465, 189, 'Elective', '2021-09-09', 'Lipitor', 'Inconclusive'),
('mIcHaEL cAMPbeLl', 83, 'Male', 'O-', 'Diabetes', '2022-01-25', 'Andrea Oneal', 'Ltd Barnes', 'Cigna', 40825.18442360509, 438, 'Elective', '2022-01-28', 'Aspirin', 'Abnormal'),
('asHLEY webb ddS', 62, 'Female', 'AB-', 'Cancer', '2023-09-12', 'Eric Coleman', 'Gordon, Fox Lane and', 'Blue Cross', 40469.56625910051, 286, 'Elective', '2023-10-12', 'Penicillin', 'Normal'),
('SHaNNON broWn', 62, 'Female', 'B-', 'Obesity', '2020-08-05', 'Anthony Barnes', 'Petersen Ltd', 'Medicare', 25749.52083554032, 138, 'Elective', '2020-08-14', 'Ibuprofen', 'Inconclusive'),
('LAwrenCE shEPherD', 18, 'Male', 'A-', 'Asthma', '2022-05-07', 'Michael Hickman', 'and Mcdonald Sons', 'Aetna', 15841.20167651258, 275, 'Urgent', '2022-06-03', 'Ibuprofen', 'Abnormal'),
('scoTt wADE', 66, 'Male', 'A+', 'Arthritis', '2022-02-13', 'Dustin Wolf', 'Smith, Elliott and Blackburn', 'Medicare', 36086.57207805436, 266, 'Urgent', '2022-02-23', 'Paracetamol', 'Normal'),
('heAthER curTis', 26, 'Female', 'AB+', 'Asthma', '2024-03-03', 'Amanda Wells', 'PLC Oliver', 'Blue Cross', 32085.227646508723, 392, 'Urgent', '2024-03-27', 'Penicillin', 'Inconclusive'),
('kEvIN jEFFeRsON', 45, 'Female', 'B+', 'Cancer', '2020-03-14', 'Jason Miller', 'Griffin and Lyons Rivers,', 'Cigna', 12356.560651293956, 156, 'Emergency', '2020-04-03', 'Aspirin', 'Inconclusive'),
('dAvId gRifFIn', 26, 'Male', 'AB-', 'Asthma', '2024-02-07', 'Holly James', 'Craig-Garcia', 'Aetna', 15367.411315522833, 255, 'Emergency', '2024-02-24', 'Ibuprofen', 'Inconclusive'),
('GRanT GeoRge', 26, 'Male', 'O+', 'Cancer', '2019-07-21', 'April Cox', 'Baker-Jones', 'Medicare', 40190.20291801758, 315, 'Elective', '2019-08-05', 'Penicillin', 'Abnormal'),
('eRIc SteWART', 79, 'Female', 'O+', 'Diabetes', '2023-04-14', 'Virginia Lynch', 'Duffy-Kelly', 'Aetna', 3872.0969851910872, 322, 'Elective', '2023-04-18', 'Penicillin', 'Inconclusive'),
('RoBErt pittmAn', 33, 'Female', 'B-', 'Arthritis', '2024-01-17', 'Patricia Fuller', 'Rodriguez-Becker', 'Cigna', 3311.5891055535576, 184, 'Elective', '2024-02-05', 'Lipitor', 'Normal'),
('SYdNey Cross', 34, 'Female', 'O+', 'Cancer', '2019-06-25', 'Michelle Ward', 'Group Brown', 'UnitedHealthcare', 18524.866637485753, 472, 'Urgent', '2019-06-30', 'Lipitor', 'Abnormal'),
('DaviD CrawfoRD', 76, 'Female', 'AB-', 'Hypertension', '2021-05-20', 'Robin Adams', 'Powers-Vincent', 'UnitedHealthcare', 30107.487035171962, 494, 'Emergency', '2021-06-12', 'Ibuprofen', 'Inconclusive'),
('LEAH DRaKE', 50, 'Female', 'B-', 'Obesity', '2020-04-03', 'Emily Morales', 'and Ramos Brown Edwards,', 'UnitedHealthcare', 15826.10127625393, 398, 'Emergency', '2020-04-11', 'Paracetamol', 'Normal'),
('DiAna hALL', 44, 'Male', 'B-', 'Diabetes', '2020-01-21', 'Adriana Morrow', 'Johnson Group', 'Blue Cross', 26437.77463014572, 267, 'Emergency', '2020-01-30', 'Ibuprofen', 'Abnormal'),
('JUsTIN lE', 38, 'Female', 'AB-', 'Arthritis', '2021-12-02', 'Michael Mitchell', 'Atkins Inc', 'Aetna', 49663.452871020476, 435, 'Emergency', '2021-12-07', 'Paracetamol', 'Normal'),
('KaREn pricE dDs', 43, 'Male', 'AB+', 'Cancer', '2021-05-28', 'Caroline Choi', 'Marshall LLC', 'Aetna', 27278.2368852241, 174, 'Urgent', '2021-06-18', 'Ibuprofen', 'Abnormal'),
('CaROlYN sTEeLE', 27, 'Female', 'AB+', 'Hypertension', '2020-03-23', 'Michael Robinson', 'Ltd Cruz', 'Cigna', 33170.43674003852, 137, 'Urgent', '2020-04-11', 'Paracetamol', 'Abnormal'),
('LAURen RAMireZ', 78, 'Male', 'A+', 'Asthma', '2022-08-06', 'Heather Miller', 'Harrison-Parker', 'Medicare', 1791.3890011113167, 405, 'Urgent', '2022-09-05', 'Paracetamol', 'Normal'),
('jAcOb nEWman', 40, 'Male', 'A+', 'Diabetes', '2024-03-09', 'Howard Obrien', 'Lee-Clayton', 'Blue Cross', 31188.041491741158, 111, 'Elective', '2024-04-05', 'Ibuprofen', 'Normal'),
('KAThErInE BARnEtt', 25, 'Male', 'AB-', 'Arthritis', '2022-03-15', 'Faith Cook', 'Mcdaniel and Sons', 'Medicare', 13854.645763663511, 328, 'Elective', '2022-04-10', 'Penicillin', 'Inconclusive'),
('JODI martiNeZ', 67, 'Female', 'AB+', 'Obesity', '2020-08-08', 'Donna Colon', 'Inc Lynch', 'Blue Cross', 11870.90838014169, 196, 'Elective', '2020-08-14', 'Ibuprofen', 'Abnormal'),
('andrEa aLlEN', 47, 'Female', 'AB+', 'Obesity', '2019-06-09', 'David Lindsey', 'and Mendoza Rich Morales,', 'UnitedHealthcare', 25574.127619098694, 464, 'Elective', '2019-07-01', 'Aspirin', 'Inconclusive'),
('nOah baxtEr', 75, 'Male', 'AB-', 'Arthritis', '2019-09-07', 'Anthony Nixon', 'Proctor-Jones', 'Aetna', 6132.404095238648, 231, 'Urgent', '2019-10-06', 'Paracetamol', 'Normal'),
('hECTOR MAXweLL', 58, 'Female', 'A-', 'Obesity', '2021-02-14', 'Doris Hawkins', 'and Ramirez Figueroa May,', 'Medicare', 33343.902493747875, 117, 'Elective', '2021-02-26', 'Lipitor', 'Inconclusive'),
('holLy WALters', 26, 'Female', 'A-', 'Hypertension', '2019-11-10', 'Caleb James', 'Michael-Jenkins', 'Medicare', 43484.24974644057, 244, 'Urgent', '2019-11-26', 'Penicillin', 'Abnormal'),
('JOsepH SmIth', 22, 'Male', 'O+', 'Obesity', '2023-04-16', 'Patricia Moore', 'Hardy Inc', 'UnitedHealthcare', 7858.926859946798, 414, 'Urgent', '2023-05-14', 'Penicillin', 'Normal'),
('albERt tHOmAS', 29, 'Female', 'B+', 'Asthma', '2020-04-25', 'Matthew Gray', 'Turner, and Williams Mercado', 'Cigna', 33161.93840299814, 493, 'Urgent', '2020-04-28', 'Paracetamol', 'Inconclusive'),
('jeFfErY WIlliaMSOn', 30, 'Male', 'A-', 'Cancer', '2021-08-21', 'Justin Lowe', 'PLC Williams', 'Cigna', 2879.460532054243, 183, 'Urgent', '2021-08-28', 'Ibuprofen', 'Normal'),
('joNAthAn meADOWS', 22, 'Female', 'O+', 'Asthma', '2021-01-14', 'Danny Mcdonald', 'Evans Ltd', 'Aetna', 46492.861772948956, 471, 'Elective', '2021-01-27', 'Aspirin', 'Inconclusive'),
('kRIStIN BeNnETT', 34, 'Male', 'AB+', 'Hypertension', '2020-09-12', 'Gina Weaver', 'Merritt-Gray', 'Aetna', 5259.273049647717, 341, 'Elective', '2020-09-26', 'Paracetamol', 'Abnormal'),
('miCHaEl SmITh', 20, 'Male', 'AB+', 'Arthritis', '2020-03-27', 'Eddie Jackson', 'Huang Travis Thomas, and', 'UnitedHealthcare', 2784.582489978357, 164, 'Emergency', '2020-04-16', 'Aspirin', 'Inconclusive'),
('JOSepH cARpenteR', 37, 'Female', 'A-', 'Arthritis', '2019-07-26', 'Miss Valerie Saunders MD', 'Rodriguez-Zimmerman', 'Aetna', 13418.216367935536, 102, 'Emergency', '2019-08-17', 'Penicillin', 'Abnormal'),
('larRy MaYEr', 25, 'Female', 'A+', 'Cancer', '2023-12-07', 'Richard Petty', 'Miller PLC', 'Blue Cross', 36990.455775325325, 356, 'Urgent', '2023-12-14', 'Aspirin', 'Normal'),
('CLaYTON PEterSon', 45, 'Female', 'B-', 'Cancer', '2021-06-11', 'Patricia Bean', 'May, Mullins and Martin', 'Aetna', 43567.14415797098, 325, 'Urgent', '2021-07-03', 'Paracetamol', 'Normal'),
('donaLD aLVArEZ', 18, 'Male', 'O-', 'Diabetes', '2022-02-11', 'Ronald Jones', 'Moore-Robbins', 'UnitedHealthcare', 35570.07655709629, 497, 'Emergency', '2022-02-23', 'Ibuprofen', 'Inconclusive'),
('SaRAh leE', 56, 'Male', 'O+', 'Arthritis', '2020-09-12', 'Jack Wall', 'Ltd Howard', 'Blue Cross', 6848.130427196583, 421, 'Emergency', '2020-09-22', 'Aspirin', 'Normal'),
('joHN peReZ', 44, 'Male', 'AB-', 'Asthma', '2020-05-25', 'Felicia Morrison', 'Group Crosby', 'Aetna', 4677.595846504441, 488, 'Emergency', '2020-06-05', 'Lipitor', 'Inconclusive'),
('Timothy jAcobS', 34, 'Male', 'O+', 'Hypertension', '2023-09-25', 'Crystal Schultz', 'Cook Ltd', 'Aetna', 35157.17026732283, 328, 'Elective', '2023-10-21', 'Penicillin', 'Normal'),
('nAThaN sMall', 26, 'Male', 'B+', 'Obesity', '2022-06-22', 'Bailey Gonzalez', 'Rivas, Mcconnell Hill and', 'UnitedHealthcare', 34719.17385017646, 317, 'Elective', '2022-07-20', 'Lipitor', 'Normal'),
('dUSTin WriGhT', 32, 'Male', 'O+', 'Obesity', '2020-01-12', 'Michael Guzman', 'Conner-Flores', 'Aetna', 23775.449006940402, 133, 'Elective', '2020-01-19', 'Aspirin', 'Normal'),
('jacOb wilLiAMS', 64, 'Male', 'B+', 'Arthritis', '2022-07-29', 'Elizabeth Flowers', 'Suarez-Nelson', 'UnitedHealthcare', 17732.469366062764, 247, 'Urgent', '2022-08-07', 'Ibuprofen', 'Normal'),
('wiLlIAm mcCOY', 80, 'Male', 'A-', 'Asthma', '2023-02-20', 'Whitney Vaughan', 'and Walker Glenn, Long', 'Cigna', 3845.3974956264747, 158, 'Emergency', '2023-03-10', 'Penicillin', 'Normal'),
('dr. MATthEW wilkinS', 80, 'Male', 'A-', 'Cancer', '2021-07-14', 'Seth Nelson', 'PLC Anderson', 'Blue Cross', 22401.550353437575, 242, 'Elective', '2021-07-24', 'Lipitor', 'Inconclusive'),
('JosEpH gONZaLeZ', 37, 'Female', 'O+', 'Hypertension', '2024-04-17', 'Erin Wright', 'Blackwell-Gamble', 'UnitedHealthcare', 23340.30471921353, 151, 'Urgent', '2024-05-07', 'Aspirin', 'Normal'),
('rObErt fiElDS', 52, 'Female', 'A+', 'Hypertension', '2021-02-04', 'Jennifer Flores', 'Wagner PLC', 'Blue Cross', 3042.4091835970225, 221, 'Urgent', '2021-02-28', 'Aspirin', 'Abnormal'),
('lawrencE mIRAndA', 83, 'Female', 'O-', 'Diabetes', '2021-09-02', 'Brandi Knight', 'Goodman-Kelly', 'Blue Cross', 41817.67918250646, 223, 'Urgent', '2021-09-19', 'Paracetamol', 'Inconclusive'),
('mitCheLl caRrOlL', 28, 'Female', 'B-', 'Arthritis', '2022-09-10', 'Chad Irwin', 'and Boyd Powell, Sims', 'Cigna', 49700.32420655215, 359, 'Elective', '2022-10-01', 'Paracetamol', 'Abnormal'),
('COdY nIcHoLs', 63, 'Male', 'A+', 'Diabetes', '2022-11-25', 'Victoria Williams', 'and Conrad Boyd, Burnett', 'Blue Cross', 45157.47112483898, 480, 'Elective', '2022-12-20', 'Lipitor', 'Normal'),
('KELlI tHompSOn', 85, 'Male', 'O-', 'Asthma', '2023-08-04', 'Travis Walton', 'Ayala-Armstrong', 'Cigna', 18832.100342779697, 472, 'Emergency', '2023-08-12', 'Ibuprofen', 'Abnormal'),
('dAnIElle lOPeZ', 37, 'Male', 'O-', 'Hypertension', '2020-11-20', 'Catherine Hernandez', 'and Lambert White, Vargas', 'Aetna', 31732.130077881913, 373, 'Elective', '2020-12-06', 'Lipitor', 'Normal'),
('melINda JONES', 22, 'Male', 'AB-', 'Diabetes', '2019-10-23', 'Kristen Johnson', 'Group Doyle', 'Blue Cross', 42214.979697714276, 370, 'Urgent', '2019-11-09', 'Paracetamol', 'Abnormal'),
('KRiSTIN sMith', 80, 'Female', 'AB+', 'Arthritis', '2020-10-17', 'Tammy Chavez', 'Henderson-Johnson', 'Medicare', 12400.205098810646, 141, 'Elective', '2020-10-29', 'Aspirin', 'Normal'),
('StEphaniE REYNolDs', 48, 'Female', 'O+', 'Arthritis', '2022-12-27', 'Savannah Colon', 'Baker Conrad and Andrews,', 'Blue Cross', 1133.5864760580619, 343, 'Urgent', '2022-12-31', 'Penicillin', 'Abnormal'),
('AnNA NORMaN', 29, 'Male', 'B+', 'Obesity', '2023-06-16', 'Jessica Parks MD', 'Perkins, Salazar and Johnson', 'Blue Cross', 24340.322856965668, 310, 'Emergency', '2023-07-14', 'Aspirin', 'Inconclusive'),
('MAria haYeS', 76, 'Male', 'A+', 'Arthritis', '2023-11-06', 'Joshua Singleton', 'Johnson-Perez', 'Blue Cross', 39390.93554708493, 319, 'Elective', '2023-11-21', 'Aspirin', 'Abnormal'),
('toNya riLEy mD', 23, 'Female', 'A+', 'Hypertension', '2023-12-26', 'Vincent Ramirez', 'Powell-Werner', 'Medicare', 17012.50740222721, 121, 'Elective', '2024-01-22', 'Penicillin', 'Normal'),
('REgiNa DUnn', 33, 'Male', 'B-', 'Asthma', '2023-02-10', 'Natasha Smith', 'Morales Group', 'Cigna', 14493.613903218427, 166, 'Emergency', '2023-03-05', 'Penicillin', 'Inconclusive'),
('mIcHael JACoBS', 34, 'Male', 'O+', 'Hypertension', '2020-07-01', 'John Sparks', 'and Fernandez, Wilson Morrison', 'Aetna', 32679.268592696208, 397, 'Emergency', '2020-07-10', 'Paracetamol', 'Normal'),
('jaSon mOOrE md', 44, 'Female', 'AB+', 'Obesity', '2023-09-21', 'Michelle Gutierrez', 'Mayo and Sons', 'UnitedHealthcare', 6232.001786847094, 186, 'Emergency', '2023-09-25', 'Ibuprofen', 'Inconclusive');
INSERT INTO `healthcare_dataset` (`Name`, `Age`, `Gender`, `BloodType`, `MedicalCondition`, `DateofAdmission`, `Doctor`, `Hospital`, `InsuranceProvider`, `BillingAmount`, `RoomNumber`, `AdmissionType`, `DischargeDate`, `Medication`, `TestResults`) VALUES
('eRiC HALl', 84, 'Male', 'B+', 'Diabetes', '2020-11-25', 'Rachel Williams', 'Huffman Hall Orozco, and', 'Cigna', 22982.252121727626, 320, 'Urgent', '2020-12-02', 'Ibuprofen', 'Abnormal'),
('MALIk MARtINeZ', 25, 'Female', 'A+', 'Cancer', '2020-07-10', 'Sergio Shelton', 'White-Buchanan', 'Aetna', 28213.8154666384, 296, 'Urgent', '2020-07-18', 'Aspirin', 'Abnormal'),
('LisA KENNEdY', 42, 'Male', 'B-', 'Arthritis', '2022-12-24', 'Mr. Michael White MD', 'and Dixon Taylor Hunter,', 'Cigna', 10645.565853008928, 251, 'Emergency', '2023-01-06', 'Ibuprofen', 'Normal'),
('kRIstIn ocHOA', 57, 'Male', 'B+', 'Arthritis', '2019-10-05', 'Mary Drake', 'Anderson and Medina, Sullivan', 'Blue Cross', 35041.0309676033, 299, 'Elective', '2019-10-20', 'Lipitor', 'Normal'),
('joSeph ZuNiGA', 75, 'Female', 'O-', 'Arthritis', '2022-03-13', 'Tonya Wade', 'PLC Dixon', 'Cigna', 45980.29229379609, 101, 'Emergency', '2022-03-26', 'Aspirin', 'Inconclusive'),
('kYLe TYlER', 24, 'Female', 'AB+', 'Obesity', '2020-05-15', 'Charles Torres', 'Bowman-Keith', 'UnitedHealthcare', 25163.822483831256, 142, 'Elective', '2020-06-10', 'Ibuprofen', 'Normal'),
('eric duNCan', 43, 'Female', 'AB-', 'Asthma', '2020-12-02', 'Jennifer Freeman', 'Tyler PLC', 'UnitedHealthcare', 43670.378191668984, 181, 'Elective', '2020-12-23', 'Aspirin', 'Normal'),
('raChel roMERo', 22, 'Male', 'AB+', 'Asthma', '2024-01-08', 'Reginald Becker', 'Velazquez-Patton', 'UnitedHealthcare', 33706.59767068356, 282, 'Emergency', '2024-01-15', 'Aspirin', 'Inconclusive'),
('mIcHael anDeRson', 64, 'Female', 'AB-', 'Arthritis', '2019-08-16', 'Charles Webb', 'Bass Inc', 'Medicare', 5549.785435792208, 302, 'Emergency', '2019-09-06', 'Ibuprofen', 'Inconclusive'),
('emILY clARK', 66, 'Female', 'AB+', 'Arthritis', '2023-03-23', 'Emily Perez', 'Newton, Smith Ruiz and', 'Blue Cross', 49078.4690110566, 389, 'Elective', '2023-04-19', 'Penicillin', 'Abnormal'),
('danIeL mCKINnEy', 19, 'Male', 'O+', 'Obesity', '2020-01-20', 'Rachel Thomas', 'Graham-Fisher', 'UnitedHealthcare', 23687.993642467663, 481, 'Emergency', '2020-02-11', 'Ibuprofen', 'Normal'),
('BOnnIe WILlIaMS', 79, 'Female', 'B-', 'Diabetes', '2024-01-23', 'Christopher Flores', 'Scott Ltd', 'UnitedHealthcare', 17720.318726459016, 275, 'Elective', '2024-02-22', 'Paracetamol', 'Abnormal'),
('MARcUs henry', 76, 'Male', 'B-', 'Asthma', '2022-12-20', 'Jennifer Stevenson', 'Rosales-Sweeney', 'UnitedHealthcare', 27361.249684806888, 231, 'Emergency', '2023-01-02', 'Paracetamol', 'Normal'),
('katheRiNE HART', 37, 'Female', 'A+', 'Obesity', '2021-08-10', 'Matthew Garcia', 'Larson Andrews, and Lynch', 'UnitedHealthcare', 39265.64605454515, 350, 'Elective', '2021-09-03', 'Ibuprofen', 'Normal'),
('MIchelle pIeRCE', 62, 'Male', 'O-', 'Arthritis', '2020-11-23', 'Brett Meyer', 'PLC York', 'Aetna', 32868.08277092278, 114, 'Emergency', '2020-11-28', 'Paracetamol', 'Inconclusive'),
('Julie Mejia', 80, 'Male', 'A-', 'Asthma', '2020-02-10', 'David Murphy', 'Kelly-Watson', 'Blue Cross', 22032.38958674227, 262, 'Emergency', '2020-02-29', 'Ibuprofen', 'Normal'),
('cAMeRoN sAnChEz', 49, 'Female', 'A+', 'Diabetes', '2019-06-04', 'Erin Henson', 'Smith Gonzalez Robinson, and', 'Blue Cross', 43165.69408601025, 428, 'Elective', '2019-06-17', 'Ibuprofen', 'Abnormal'),
('davId Vincent', 66, 'Female', 'O+', 'Obesity', '2023-09-24', 'Katrina Fuentes', 'Cook-Taylor', 'Blue Cross', 1870.6084397725908, 234, 'Emergency', '2023-10-11', 'Penicillin', 'Inconclusive'),
('MeLiSSA gOMez', 50, 'Male', 'B-', 'Diabetes', '2021-08-16', 'Harold Jackson', 'Robinson-Reyes', 'Blue Cross', 50254.201831162274, 210, 'Elective', '2021-08-20', 'Aspirin', 'Inconclusive'),
('AMAnDa pONCe', 39, 'Male', 'AB-', 'Arthritis', '2020-07-06', 'Christopher Merritt', 'Reid Inc', 'Aetna', 23159.66303363933, 333, 'Elective', '2020-07-22', 'Penicillin', 'Inconclusive'),
('CArOl GOMEz', 31, 'Female', 'B-', 'Diabetes', '2022-12-07', 'Haley Kim', 'Kemp and Taylor, Jones', 'Aetna', 11469.390589717057, 391, 'Elective', '2022-12-29', 'Paracetamol', 'Abnormal'),
('cHRISTopHEr PalmER', 84, 'Male', 'AB-', 'Cancer', '2023-12-29', 'Dr. Steven Johnson', 'Richards-Mack', 'Aetna', 35435.17015269561, 458, 'Elective', '2024-01-16', 'Ibuprofen', 'Abnormal'),
('PAUL Hahn', 71, 'Male', 'O-', 'Cancer', '2023-02-16', 'Erin Cole', 'and Smith Harmon, Marshall', 'UnitedHealthcare', 26139.785948846744, 195, 'Urgent', '2023-02-25', 'Paracetamol', 'Abnormal'),
('aSHLeY MOORe', 79, 'Male', 'B+', 'Cancer', '2022-05-12', 'Breanna Nielsen', 'Velasquez and Walker Russo,', 'UnitedHealthcare', 21296.518726963837, 214, 'Emergency', '2022-05-16', 'Paracetamol', 'Abnormal'),
('lINDa haMiLTOn', 56, 'Male', 'O+', 'Arthritis', '2023-09-20', 'John Smith', 'Harrington, and Owens Preston', 'UnitedHealthcare', 8421.915384516322, 409, 'Emergency', '2023-09-25', 'Paracetamol', 'Inconclusive'),
('robiN coX', 36, 'Male', 'O-', 'Obesity', '2020-01-11', 'Frank Gonzalez', 'Downs PLC', 'Cigna', 23892.552669226494, 268, 'Emergency', '2020-01-16', 'Aspirin', 'Normal'),
('AnthoNY HalL', 38, 'Male', 'O-', 'Obesity', '2022-03-30', 'Matthew Williams', 'Zhang Long Eaton, and', 'Blue Cross', 8171.462614714922, 279, 'Elective', '2022-04-26', 'Ibuprofen', 'Inconclusive'),
('roberT smitH', 21, 'Male', 'AB+', 'Arthritis', '2020-05-11', 'Jonathan Gray', 'PLC Mills', 'UnitedHealthcare', 23457.30928650795, 322, 'Elective', '2020-05-20', 'Lipitor', 'Normal'),
('dEREK CARTER', 55, 'Female', 'O+', 'Cancer', '2022-01-20', 'Timothy Rodriguez', 'Hoffman Cox Mcdonald, and', 'Cigna', 25787.43914374591, 205, 'Emergency', '2022-02-16', 'Paracetamol', 'Normal'),
('HEAthER MAY', 79, 'Female', 'A-', 'Hypertension', '2019-11-13', 'Victor Welch', 'Carpenter and Sons', 'Blue Cross', 28525.52476768826, 243, 'Urgent', '2019-11-24', 'Aspirin', 'Abnormal'),
('pETer gOnzAlEZ', 55, 'Male', 'AB-', 'Arthritis', '2021-02-03', 'Robert Adams MD', 'Collins and Moore Chan,', 'UnitedHealthcare', 17182.869811876913, 408, 'Emergency', '2021-02-20', 'Lipitor', 'Abnormal'),
('chrIs flEtCheR', 24, 'Male', 'AB+', 'Asthma', '2020-10-24', 'Andrew Jefferson', 'and Wood Lewis, Monroe', 'Cigna', 20980.303064872245, 106, 'Elective', '2020-11-15', 'Aspirin', 'Inconclusive'),
('sHIRley wiLkinsoN', 39, 'Female', 'O+', 'Hypertension', '2022-10-03', 'Sharon Hensley', 'and Keller, Ortega Miller', 'Medicare', 4243.202643830592, 138, 'Urgent', '2022-10-06', 'Ibuprofen', 'Abnormal'),
('COurtNey FaRRelL', 63, 'Female', 'B+', 'Cancer', '2023-12-24', 'Eugene Branch', 'Austin, and Reynolds Duran', 'Cigna', 40137.789171480654, 467, 'Elective', '2024-01-02', 'Ibuprofen', 'Normal'),
('aNDReA WiLliS', 26, 'Male', 'AB-', 'Asthma', '2023-11-18', 'Anthony Greer', 'Lopez LLC', 'Medicare', 30676.441759527013, 290, 'Elective', '2023-11-26', 'Ibuprofen', 'Normal'),
('cHAD huFF', 76, 'Female', 'AB+', 'Hypertension', '2024-03-12', 'Bob Moyer', 'Clark-Tran', 'Aetna', 45594.889070635974, 192, 'Urgent', '2024-04-09', 'Paracetamol', 'Abnormal'),
('dEvin giLBert', 69, 'Male', 'A+', 'Cancer', '2023-04-12', 'Heather Shea', 'Villanueva and Carter Hughes,', 'Medicare', 29076.629611154083, 135, 'Urgent', '2023-05-07', 'Ibuprofen', 'Abnormal'),
('DOnALD davIS', 38, 'Female', 'O+', 'Obesity', '2021-06-16', 'Nicholas Stevenson', 'Ltd Osborn', 'Cigna', 5223.5020813440515, 255, 'Emergency', '2021-07-11', 'Paracetamol', 'Abnormal'),
('KUrT murphy', 19, 'Male', 'AB-', 'Hypertension', '2021-11-24', 'Laura Guerra', 'LLC Hodge', 'Blue Cross', 41840.65803442384, 176, 'Elective', '2021-12-13', 'Penicillin', 'Abnormal'),
('SYlvia wEsT', 61, 'Male', 'B-', 'Obesity', '2020-07-06', 'Michele Bradford', 'Lopez and Shepard Smith,', 'Blue Cross', 26504.86591103471, 287, 'Emergency', '2020-07-22', 'Aspirin', 'Normal'),
('DONaLd vAZQuEZ', 42, 'Female', 'AB-', 'Arthritis', '2022-06-26', 'Mr. Jesse Cook', 'Moss and Meadows Jones,', 'Cigna', 7946.129112957691, 111, 'Elective', '2022-07-01', 'Ibuprofen', 'Inconclusive'),
('REbeCCA rUsH', 57, 'Male', 'AB-', 'Diabetes', '2020-07-21', 'Heather Simon', 'Young-Williams', 'Cigna', 18689.13844793402, 133, 'Urgent', '2020-07-31', 'Lipitor', 'Normal'),
('ChrIstoPhER curRY', 36, 'Female', 'A-', 'Arthritis', '2019-11-04', 'Larry Mendez', 'Bailey Morgan Frey, and', 'Blue Cross', 30051.975072767196, 482, 'Urgent', '2019-12-03', 'Ibuprofen', 'Abnormal'),
('miCHaeL EdwARds', 68, 'Female', 'AB+', 'Hypertension', '2021-11-01', 'Taylor Smith', 'Neal Price and Smith,', 'Medicare', 22913.554253007936, 124, 'Urgent', '2021-11-03', 'Paracetamol', 'Normal'),
('cHriSTOPheR ARnoLd', 25, 'Female', 'B+', 'Obesity', '2019-11-17', 'Ian Singleton', 'and Johnson Hobbs Owens,', 'UnitedHealthcare', 36238.576849333396, 131, 'Elective', '2019-11-30', 'Ibuprofen', 'Inconclusive'),
('RAcheL hickmAn', 37, 'Female', 'B+', 'Obesity', '2022-12-19', 'Angela Burton', 'Melton Inc', 'Medicare', 25217.456184339455, 352, 'Urgent', '2023-01-06', 'Aspirin', 'Normal'),
('ashlEY grAy', 68, 'Male', 'A+', 'Asthma', '2020-10-06', 'Lisa Payne', 'and Weber Sons', 'Aetna', 41548.40831447708, 124, 'Urgent', '2020-10-20', 'Aspirin', 'Normal'),
('eLiZaBeTh PeREz', 81, 'Female', 'AB-', 'Arthritis', '2022-01-16', 'Sara Perry', 'Chung Rodriguez Bradley, and', 'Aetna', 7562.394379642121, 471, 'Elective', '2022-01-22', 'Ibuprofen', 'Abnormal'),
('ANgeL RaNDOlPH ddS', 74, 'Female', 'A+', 'Asthma', '2023-07-06', 'Ann Brown', 'White Wilson and Farmer,', 'UnitedHealthcare', 386.0540546913368, 165, 'Elective', '2023-08-03', 'Aspirin', 'Normal'),
('maRk SaUNderS', 75, 'Male', 'O+', 'Arthritis', '2021-06-12', 'David Marshall', 'Group Thompson', 'Cigna', 31491.61471074435, 347, 'Urgent', '2021-06-15', 'Ibuprofen', 'Abnormal'),
('ChriSTiAn lAnG', 74, 'Female', 'AB+', 'Cancer', '2019-08-27', 'Shirley Dawson', 'and Sons Rangel', 'UnitedHealthcare', 34224.34834458022, 228, 'Elective', '2019-09-01', 'Lipitor', 'Abnormal'),
('Pam perKIns', 28, 'Female', 'AB-', 'Diabetes', '2022-05-17', 'Susan Hernandez', 'Travis, and Richardson Hampton', 'Medicare', 23673.721739330173, 354, 'Urgent', '2022-06-12', 'Ibuprofen', 'Abnormal'),
('kAyLA GrEENe', 35, 'Male', 'AB+', 'Hypertension', '2020-10-02', 'Gina Edwards', 'and Wilson Matthews, Faulkner', 'UnitedHealthcare', 40301.997309242804, 250, 'Elective', '2020-10-17', 'Ibuprofen', 'Inconclusive'),
('mIcHAEl daVId', 79, 'Female', 'O+', 'Asthma', '2021-08-20', 'Laura Howell', 'Group Bailey', 'Medicare', 37116.163814100844, 225, 'Elective', '2021-09-16', 'Lipitor', 'Abnormal'),
('aLeXIs mCcALl', 59, 'Female', 'O-', 'Asthma', '2019-11-05', 'Scott Beltran', 'Rosales-Johnson', 'Aetna', 38606.963796832526, 357, 'Elective', '2019-11-17', 'Aspirin', 'Inconclusive'),
('mr. brandON perEz md', 84, 'Female', 'O-', 'Arthritis', '2024-02-06', 'William Campbell', 'Bush-Brown', 'Cigna', 17813.930503887397, 140, 'Emergency', '2024-02-28', 'Penicillin', 'Inconclusive'),
('dr. jeffREy ColE', 36, 'Female', 'O-', 'Asthma', '2024-02-07', 'Ethan Brock', 'Saunders-Smith', 'Aetna', 20773.023318885942, 352, 'Urgent', '2024-02-21', 'Ibuprofen', 'Normal'),
('maTthEw broWN', 69, 'Male', 'O+', 'Arthritis', '2023-06-22', 'Nicholas Gomez', 'and Mckay, Morrow Myers', 'Blue Cross', 9609.522307149366, 404, 'Urgent', '2023-07-11', 'Lipitor', 'Normal'),
('RoBErT sExtON', 54, 'Male', 'A-', 'Cancer', '2020-11-19', 'Richard Buchanan', 'Sherman-Martinez', 'Blue Cross', 3771.237165573879, 426, 'Urgent', '2020-11-27', 'Penicillin', 'Abnormal'),
('ashLEy vasQUEZ', 30, 'Female', 'O+', 'Asthma', '2021-11-24', 'David Gonzalez', 'Baker, Weber Patton and', 'Medicare', 51587.93681650202, 236, 'Emergency', '2021-12-07', 'Ibuprofen', 'Abnormal'),
('mIcHelLe FLYnn', 31, 'Male', 'O-', 'Cancer', '2019-07-26', 'Kristin Schmitt', 'and Fitzgerald Shaw, Edwards', 'Medicare', 28456.69855744684, 395, 'Elective', '2019-07-29', 'Lipitor', 'Inconclusive'),
('StEVEn trAn', 81, 'Female', 'AB+', 'Cancer', '2022-07-05', 'Kelly King', 'Kim-Higgins', 'Cigna', 33870.120904948504, 194, 'Elective', '2022-07-08', 'Ibuprofen', 'Abnormal'),
('JAMeS MilLeR', 61, 'Female', 'O+', 'Diabetes', '2019-08-29', 'Jeffery Morgan', 'Morgan, Kramer Munoz and', 'Medicare', 2303.9984227566692, 408, 'Elective', '2019-09-07', 'Paracetamol', 'Normal'),
('Bonnie hiLl', 52, 'Male', 'B+', 'Hypertension', '2024-05-02', 'Patricia Fowler', 'Harvey Group', 'Aetna', 1878.0073018178914, 188, 'Elective', '2024-05-21', 'Paracetamol', 'Abnormal'),
('AnTHONy DaviS', 25, 'Male', 'B+', 'Asthma', '2020-05-26', 'David Patterson', 'Mercer-Rogers', 'Blue Cross', 19160.993728264002, 361, 'Elective', '2020-05-31', 'Penicillin', 'Normal'),
('DaViD ShEPPArD', 56, 'Male', 'B+', 'Cancer', '2024-03-20', 'Daisy Eaton', 'Duran Sons and', 'Blue Cross', 5811.629851037733, 176, 'Urgent', '2024-04-06', 'Paracetamol', 'Normal'),
('JOdi LAnG', 44, 'Male', 'O+', 'Diabetes', '2024-03-27', 'Benjamin Bryant', 'Vaughan Parker and Wagner,', 'Medicare', 22868.530342201586, 295, 'Elective', '2024-04-08', 'Ibuprofen', 'Abnormal'),
('VaNeSSa TAylor', 30, 'Female', 'O+', 'Arthritis', '2021-03-22', 'Cynthia Velazquez', 'Lee-Jacobson', 'Blue Cross', 48281.91194019209, 415, 'Urgent', '2021-03-25', 'Ibuprofen', 'Abnormal'),
('WAYnE lyncH', 82, 'Male', 'O-', 'Cancer', '2020-10-03', 'William Brock', 'Hayes Robbins and Gallagher,', 'Medicare', 30562.56762520042, 185, 'Emergency', '2020-10-28', 'Paracetamol', 'Abnormal'),
('YEsENiA MCfarland', 67, 'Male', 'B+', 'Obesity', '2023-05-17', 'Douglas Lambert', 'Evans and Byrd, Smith', 'Medicare', 24293.633025826664, 278, 'Emergency', '2023-05-31', 'Ibuprofen', 'Normal'),
('KEnNETH WilSON', 41, 'Male', 'A+', 'Arthritis', '2022-08-12', 'Alex Mcknight', 'and Howell Sons', 'Aetna', 5878.778853323267, 358, 'Emergency', '2022-08-31', 'Ibuprofen', 'Abnormal'),
('JIlLiAn MArks', 84, 'Male', 'A-', 'Arthritis', '2020-06-20', 'Gregory Fox', 'Clements and Scott, Peters', 'UnitedHealthcare', 28410.438767927357, 451, 'Urgent', '2020-06-22', 'Ibuprofen', 'Abnormal'),
('MiCHELLe cruz ddS', 85, 'Female', 'AB+', 'Asthma', '2023-04-20', 'Carrie Navarro', 'Gomez-Olson', 'Medicare', 27414.018804721723, 390, 'Emergency', '2023-05-05', 'Ibuprofen', 'Normal'),
('CLaREnce fORD jr.', 26, 'Female', 'A-', 'Hypertension', '2019-10-28', 'Laura Murillo', 'and Medina Morgan, Whitehead', 'Aetna', 5826.244027054134, 226, 'Emergency', '2019-11-21', 'Penicillin', 'Abnormal'),
('DonAlD kaNe', 49, 'Female', 'O+', 'Diabetes', '2021-08-31', 'Alyssa Walsh', 'Miller LLC', 'Cigna', 2133.7372022713953, 189, 'Urgent', '2021-09-05', 'Ibuprofen', 'Normal'),
('ZaChaRY LARsEN', 47, 'Female', 'A+', 'Hypertension', '2021-07-14', 'Jeff Barton', 'Jones-Aguirre', 'Blue Cross', 34262.609469234085, 112, 'Urgent', '2021-08-06', 'Penicillin', 'Inconclusive'),
('sHeRYl MaRTinez', 69, 'Male', 'A-', 'Diabetes', '2022-01-21', 'Ricky Anderson', 'PLC Gonzalez', 'Aetna', 44897.04901485058, 283, 'Elective', '2022-02-02', 'Paracetamol', 'Normal'),
('mr. NaTHAN avILA', 78, 'Female', 'O+', 'Asthma', '2019-09-16', 'John Hurst', 'and Davies Sons', 'Cigna', 22230.122763982992, 439, 'Urgent', '2019-10-16', 'Penicillin', 'Normal'),
('aNnE aNTHONY', 29, 'Male', 'AB+', 'Diabetes', '2023-01-20', 'Cristina Wyatt', 'Soto-Richmond', 'Cigna', 32895.10189130326, 123, 'Urgent', '2023-01-29', 'Aspirin', 'Abnormal'),
('hOlly LaMBERt', 73, 'Male', 'A+', 'Cancer', '2020-01-04', 'Christina Fowler', 'and Morrison Ho Woods,', 'Medicare', 5349.056116311976, 469, 'Emergency', '2020-01-16', 'Paracetamol', 'Normal'),
('JAmes rASmuSsen', 53, 'Male', 'AB-', 'Obesity', '2024-03-03', 'Gary Barr', 'Lewis and Sons', 'Cigna', 23235.854410034462, 442, 'Elective', '2024-03-15', 'Aspirin', 'Inconclusive'),
('SaRAH cannON', 34, 'Male', 'AB+', 'Diabetes', '2019-07-06', 'Frederick Whitney', 'Wood-Sandoval', 'Aetna', 25683.279862215626, 295, 'Elective', '2019-08-01', 'Paracetamol', 'Inconclusive'),
('melInda tannER', 38, 'Female', 'AB-', 'Obesity', '2022-12-01', 'Mary Miller', 'Ball LLC', 'Cigna', 45560.28183872589, 309, 'Elective', '2022-12-03', 'Ibuprofen', 'Normal'),
('LauriE josEPh', 70, 'Female', 'B-', 'Arthritis', '2020-05-10', 'Evan Lewis', 'Scott LLC', 'UnitedHealthcare', 16850.88631219279, 230, 'Urgent', '2020-05-30', 'Penicillin', 'Abnormal'),
('stEPHAnIe hUnteR', 59, 'Female', 'AB+', 'Hypertension', '2024-03-10', 'Adrienne Howard', 'and Wright, Long Schroeder', 'Aetna', 34365.99712395978, 157, 'Elective', '2024-03-16', 'Ibuprofen', 'Inconclusive'),
('gIna daviS', 43, 'Male', 'AB+', 'Arthritis', '2020-01-14', 'Daniel Jones', 'Ltd Crawford', 'UnitedHealthcare', 11968.023816835155, 171, 'Urgent', '2020-01-19', 'Paracetamol', 'Inconclusive'),
('chRiStoPheR sHEA Jr.', 49, 'Male', 'B-', 'Diabetes', '2020-06-07', 'Craig Wolfe', 'Group Moore', 'Cigna', 10076.892532991216, 380, 'Elective', '2020-06-26', 'Penicillin', 'Inconclusive'),
('MrS. SabRIna BaLL', 63, 'Male', 'AB-', 'Asthma', '2020-11-11', 'Tina Griffin', 'Burch-Marks', 'Blue Cross', 44582.81735925928, 189, 'Elective', '2020-11-30', 'Penicillin', 'Abnormal'),
('JoyCe McCoRmIcK', 40, 'Female', 'O+', 'Asthma', '2021-05-07', 'John Hansen', 'Koch-Alvarado', 'Medicare', 30334.98906605058, 102, 'Urgent', '2021-05-31', 'Aspirin', 'Abnormal'),
('DEVIN bElL', 80, 'Male', 'B-', 'Arthritis', '2021-07-13', 'Trevor Evans', 'Garcia Edwards and Daniel,', 'Cigna', 6196.635136069902, 484, 'Urgent', '2021-08-05', 'Penicillin', 'Normal'),
('alLISoN rAmiREZ', 74, 'Female', 'B+', 'Cancer', '2024-03-25', 'Mark Johnson', 'Carter-Camacho', 'Cigna', 45438.90694636938, 256, 'Emergency', '2024-04-03', 'Lipitor', 'Normal'),
('lauRA roMERO', 70, 'Male', 'O+', 'Diabetes', '2020-03-25', 'James Hays', 'Malone LLC', 'Aetna', 43707.179242198195, 365, 'Urgent', '2020-04-02', 'Lipitor', 'Normal'),
('TONi fAULKNer', 39, 'Female', 'AB-', 'Diabetes', '2023-05-14', 'Nicholas Ferguson', 'Zamora PLC', 'Blue Cross', 20105.029929276876, 286, 'Urgent', '2023-05-20', 'Penicillin', 'Normal'),
('patrIcia tuRnEr', 47, 'Female', 'AB+', 'Diabetes', '2022-11-19', 'Mr. Jeffrey Powell', 'Ltd Hernandez', 'UnitedHealthcare', 11938.06769468013, 452, 'Urgent', '2022-11-23', 'Penicillin', 'Normal'),
('naThaN rAy', 49, 'Male', 'AB+', 'Diabetes', '2021-03-10', 'Timothy Carter', 'Gomez Ray, and Jones', 'Cigna', 10836.211217334956, 481, 'Emergency', '2021-03-30', 'Lipitor', 'Abnormal'),
('RYan sAnCHeZ', 64, 'Male', 'A-', 'Obesity', '2020-11-15', 'Jennifer Gonzales', 'Davis, Ray and Thompson', 'Cigna', 40037.479986778744, 278, 'Urgent', '2020-11-20', 'Ibuprofen', 'Inconclusive'),
('tHOMas DENnIs', 40, 'Male', 'A+', 'Asthma', '2024-01-28', 'Leonard Chen', 'Mckinney-Edwards', 'Medicare', 42959.29981431829, 410, 'Elective', '2024-02-21', 'Paracetamol', 'Abnormal'),
('mR. timOtHY FLoRES', 77, 'Male', 'A-', 'Arthritis', '2020-07-07', 'Margaret Ramos', 'Parker-Shannon', 'Medicare', 40196.82527780484, 152, 'Urgent', '2020-08-05', 'Paracetamol', 'Abnormal'),
('WeNDy lEVIne', 61, 'Male', 'AB-', 'Hypertension', '2023-01-22', 'Joy Davis', 'Lawrence LLC', 'Aetna', 39827.66341723615, 172, 'Elective', '2023-01-27', 'Ibuprofen', 'Inconclusive'),
('nicOLe gOnzAleZ', 36, 'Female', 'A-', 'Asthma', '2020-05-10', 'Mary Mckee', 'and Thompson Burke, Harrington', 'Aetna', 3516.8478500906785, 314, 'Emergency', '2020-05-24', 'Aspirin', 'Inconclusive'),
('miCHaeL eLlIsoN', 19, 'Female', 'O+', 'Diabetes', '2021-07-09', 'John Evans', 'Johnson Goodman Clark, and', 'Cigna', 25414.79593362392, 283, 'Elective', '2021-08-04', 'Aspirin', 'Abnormal'),
('BRAndON dAVIS', 21, 'Male', 'O-', 'Cancer', '2020-06-11', 'Benjamin Payne', 'Doyle Hess, and Dudley', 'Cigna', 36230.38776095568, 404, 'Elective', '2020-06-21', 'Paracetamol', 'Inconclusive'),
('vaNESsa GArCia', 49, 'Male', 'AB-', 'Asthma', '2020-04-21', 'Jeanne Allen', 'Bass PLC', 'UnitedHealthcare', 22427.174137366856, 197, 'Emergency', '2020-05-09', 'Lipitor', 'Inconclusive'),
('AUtUmn PEck', 62, 'Female', 'A+', 'Obesity', '2019-10-06', 'Kelly Jackson', 'Willis and Hunt Pope,', 'Cigna', 39250.447438707764, 110, 'Urgent', '2019-11-04', 'Aspirin', 'Normal'),
('NAthAnIEL REynoLdS', 54, 'Female', 'O-', 'Hypertension', '2020-07-11', 'Michael Barber', 'Gray, Hensley and Hanson', 'UnitedHealthcare', 5226.001297134632, 437, 'Urgent', '2020-07-31', 'Penicillin', 'Normal'),
('JOYCE MoOdY', 22, 'Male', 'AB-', 'Obesity', '2022-04-03', 'Steven Clark', 'Moore-Woods', 'Cigna', 7732.672264734952, 397, 'Elective', '2022-04-17', 'Paracetamol', 'Abnormal'),
('MaRK FuEnTes', 74, 'Male', 'A-', 'Hypertension', '2020-01-21', 'Amy Bailey', 'Moore-Franco', 'Medicare', 11304.002577233756, 419, 'Urgent', '2020-01-29', 'Aspirin', 'Abnormal'),
('brETT FerGusoN', 35, 'Female', 'A+', 'Asthma', '2022-12-16', 'Cody Houston', 'Hamilton and Sons', 'UnitedHealthcare', 38403.576578283406, 476, 'Elective', '2023-01-08', 'Lipitor', 'Abnormal'),
('TravIS SiMMOnS', 20, 'Male', 'B-', 'Asthma', '2022-07-20', 'Gregory Nichols', 'Burke Group', 'UnitedHealthcare', 14039.886137560015, 416, 'Emergency', '2022-07-29', 'Ibuprofen', 'Inconclusive'),
('jEremY fRye', 18, 'Female', 'B-', 'Cancer', '2021-07-25', 'Christopher Odom', 'Anderson LLC', 'UnitedHealthcare', 6958.697671213205, 493, 'Elective', '2021-07-28', 'Paracetamol', 'Abnormal'),
('cAmerOn MilLER', 55, 'Female', 'O+', 'Cancer', '2023-07-19', 'Raymond Bell', 'Sims-Jimenez', 'Medicare', 3254.0322196806255, 404, 'Urgent', '2023-08-02', 'Lipitor', 'Normal'),
('wilLIAM wiLliams dDS', 66, 'Male', 'B-', 'Diabetes', '2023-05-22', 'Autumn Fitzgerald', 'Holloway PLC', 'Aetna', 11855.952019065971, 123, 'Urgent', '2023-06-08', 'Ibuprofen', 'Inconclusive'),
('tRACIe WrigHt', 62, 'Female', 'O-', 'Hypertension', '2020-07-08', 'James Armstrong', 'Cain-Stone', 'Blue Cross', 22368.375938444704, 461, 'Emergency', '2020-07-25', 'Ibuprofen', 'Inconclusive'),
('DaVid reyEs', 43, 'Female', 'A-', 'Asthma', '2022-12-27', 'Darius Schaefer', 'Garner Group', 'Medicare', 48511.654733842326, 172, 'Urgent', '2023-01-24', 'Lipitor', 'Inconclusive'),
('pAiGE KIng', 24, 'Female', 'B-', 'Diabetes', '2019-06-21', 'Katherine Dunn', 'Ltd Logan', 'Aetna', 10126.50257254376, 242, 'Urgent', '2019-07-12', 'Ibuprofen', 'Abnormal'),
('James gArCIA', 46, 'Female', 'O+', 'Diabetes', '2021-01-01', 'Katherine Flynn', 'Bishop PLC', 'UnitedHealthcare', 8470.641299553332, 328, 'Elective', '2021-01-27', 'Penicillin', 'Inconclusive'),
('lOri hArvEY', 58, 'Male', 'AB-', 'Asthma', '2022-09-07', 'Julian Perkins', 'Lewis-Mitchell', 'Medicare', 25086.01391506719, 476, 'Urgent', '2022-09-28', 'Lipitor', 'Inconclusive'),
('amy wANG', 58, 'Male', 'B+', 'Obesity', '2022-06-09', 'Holly Taylor', 'and Campbell Sons', 'Cigna', 36524.37724655174, 371, 'Urgent', '2022-06-26', 'Ibuprofen', 'Abnormal'),
('joRDAn vARgaS', 48, 'Male', 'B+', 'Cancer', '2023-11-01', 'Mark King', 'James PLC', 'UnitedHealthcare', 5945.011816435908, 431, 'Elective', '2023-11-10', 'Paracetamol', 'Inconclusive'),
('GORDON kELLY', 43, 'Male', 'O-', 'Obesity', '2023-08-06', 'Shelby Johnson', 'Colon-Meyer', 'Blue Cross', 3601.6816793720545, 409, 'Urgent', '2023-08-13', 'Lipitor', 'Inconclusive'),
('nathaN Scott', 74, 'Female', 'AB+', 'Obesity', '2022-07-30', 'Angela Logan MD', 'and Woods Liu, Berry', 'Cigna', 4920.190418431115, 135, 'Elective', '2022-08-25', 'Aspirin', 'Abnormal'),
('LiSA grEEn', 47, 'Female', 'AB-', 'Diabetes', '2021-02-04', 'Gloria Schultz', 'LLC Clayton', 'UnitedHealthcare', 48887.23452420244, 105, 'Elective', '2021-02-28', 'Ibuprofen', 'Inconclusive'),
('amY CoMbS', 35, 'Male', 'A+', 'Cancer', '2021-11-26', 'Victor Morales', 'Le-Hawkins', 'Blue Cross', 48826.38705657961, 142, 'Urgent', '2021-12-09', 'Paracetamol', 'Normal'),
('KelLY sANfoRD', 28, 'Male', 'B-', 'Arthritis', '2020-07-02', 'Nancy Vaughn', 'Martinez Taylor Lopez, and', 'UnitedHealthcare', 5509.59580144552, 313, 'Emergency', '2020-07-03', 'Lipitor', 'Abnormal'),
('mrs. jEssIcA BlAck md', 49, 'Male', 'A-', 'Diabetes', '2021-08-09', 'Christopher Rivera', 'Williams Group', 'Medicare', 37636.4416616169, 385, 'Elective', '2021-09-06', 'Ibuprofen', 'Normal'),
('rObERT GoulD', 28, 'Male', 'AB-', 'Obesity', '2024-01-18', 'Brittany Rocha', 'Schmidt-Douglas', 'Cigna', 20885.919507524166, 247, 'Emergency', '2024-02-04', 'Ibuprofen', 'Inconclusive'),
('cHRISTiNe VArgaS', 50, 'Male', 'O-', 'Obesity', '2023-01-17', 'Patricia Hall', 'Ltd Fleming', 'Aetna', 35114.48997394837, 183, 'Elective', '2023-02-10', 'Paracetamol', 'Normal'),
('BARbara dIaZ', 59, 'Male', 'A-', 'Obesity', '2024-03-27', 'Christopher Hudson', 'Smith Brown Wallace, and', 'Blue Cross', 6191.39265563093, 192, 'Elective', '2024-04-21', 'Lipitor', 'Normal'),
('jOHn washIngtON', 22, 'Female', 'O+', 'Hypertension', '2023-01-10', 'Walter Perez', 'Boyer Inc', 'Blue Cross', 40697.96894754518, 116, 'Elective', '2023-01-23', 'Ibuprofen', 'Normal'),
('DEVIn stEWaRt', 62, 'Female', 'B+', 'Arthritis', '2019-07-14', 'Jonathan Chang', 'Miranda-Collins', 'Aetna', 43465.952783580404, 325, 'Urgent', '2019-07-18', 'Lipitor', 'Normal'),
('JAMeS ROBeRTs', 21, 'Female', 'A+', 'Cancer', '2020-05-18', 'Maria Ritter', 'Hoffman and Sons', 'Cigna', 16866.06882400553, 177, 'Elective', '2020-06-02', 'Ibuprofen', 'Normal'),
('JaMes YATEs', 44, 'Male', 'B-', 'Obesity', '2022-06-15', 'Elizabeth Snyder', 'Group Ortega', 'Aetna', 41454.68526155622, 328, 'Emergency', '2022-06-25', 'Ibuprofen', 'Inconclusive'),
('PeTEr nIcHOLs', 27, 'Male', 'B+', 'Hypertension', '2020-03-27', 'Dennis Harris', 'Mitchell, Vasquez and Chaney', 'Cigna', 47735.38424265113, 221, 'Urgent', '2020-04-05', 'Penicillin', 'Normal'),
('karen pRice', 47, 'Male', 'O-', 'Diabetes', '2020-02-20', 'Caroline Fields', 'Villa-Simpson', 'UnitedHealthcare', 2826.8129812995794, 256, 'Elective', '2020-03-01', 'Lipitor', 'Normal'),
('chRisTOPHEr jONes', 51, 'Male', 'O-', 'Hypertension', '2020-06-16', 'Joseph Rivera', 'LLC Haynes', 'Blue Cross', 26524.17280425105, 426, 'Elective', '2020-06-21', 'Penicillin', 'Inconclusive'),
('LaRRY LeoNarD', 48, 'Female', 'B-', 'Hypertension', '2019-06-06', 'Charles Reynolds', 'Inc Cummings', 'UnitedHealthcare', 36727.581005121705, 386, 'Urgent', '2019-07-02', 'Ibuprofen', 'Normal'),
('MiChELle zHaNg', 83, 'Male', 'B-', 'Arthritis', '2022-01-18', 'Patricia Valentine', 'Downs-Stephens', 'Blue Cross', 4509.403060894499, 175, 'Elective', '2022-02-05', 'Paracetamol', 'Abnormal'),
('kriSTEn FlOrES', 64, 'Male', 'A+', 'Arthritis', '2021-01-11', 'Angela Reed', 'Carson and Nielsen, Buchanan', 'Aetna', 25709.584431718995, 180, 'Elective', '2021-01-23', 'Aspirin', 'Abnormal'),
('MaTThEW bELl', 19, 'Male', 'O+', 'Obesity', '2021-02-04', 'Doris Johnson', 'Hicks-Perez', 'Medicare', 20086.217102867195, 270, 'Urgent', '2021-02-15', 'Aspirin', 'Abnormal'),
('brADLeY MIraNdA', 39, 'Male', 'B-', 'Asthma', '2022-05-30', 'Devin Pratt', 'Wilson and Brown, Ortiz', 'UnitedHealthcare', 36862.17180296319, 338, 'Elective', '2022-06-01', 'Aspirin', 'Inconclusive'),
('cHRIsToPheR mOORE', 23, 'Female', 'O+', 'Hypertension', '2021-12-19', 'Angela Allison', 'Berg-Mcconnell', 'Blue Cross', 40065.33889297497, 360, 'Elective', '2021-12-30', 'Paracetamol', 'Normal'),
('dan PINEDA', 24, 'Male', 'B+', 'Diabetes', '2021-07-20', 'Phyllis Nguyen', 'Gilbert Ltd', 'UnitedHealthcare', 41997.35455928204, 252, 'Elective', '2021-08-07', 'Lipitor', 'Abnormal'),
('maRIaH SmiTH', 73, 'Female', 'AB-', 'Cancer', '2022-12-27', 'Melissa Mendoza', 'Gutierrez-Webster', 'Blue Cross', 22601.56744684815, 215, 'Elective', '2023-01-19', 'Paracetamol', 'Abnormal'),
('saBRINa cOoK', 56, 'Male', 'O-', 'Obesity', '2022-09-05', 'Christopher Bates', 'Group Thompson', 'UnitedHealthcare', 36204.732330643266, 430, 'Urgent', '2022-10-04', 'Penicillin', 'Normal'),
('MelIssA hOFfMAN', 36, 'Male', 'B+', 'Cancer', '2022-07-27', 'April Cummings', 'Cooley-Reid', 'Cigna', 41311.29390113734, 434, 'Emergency', '2022-08-19', 'Lipitor', 'Inconclusive'),
('Joseph MARtiN', 33, 'Male', 'A+', 'Cancer', '2024-05-03', 'Andrew Hill', 'and Davenport Davis Hobbs,', 'Aetna', 36890.26905497426, 374, 'Elective', '2024-05-15', 'Lipitor', 'Normal'),
('meLissA SIms', 21, 'Male', 'O+', 'Arthritis', '2019-08-28', 'Susan Sampson', 'Thompson-Becker', 'Aetna', 5716.1042076161275, 293, 'Emergency', '2019-09-16', 'Aspirin', 'Abnormal'),
('SaraH evans', 80, 'Male', 'B-', 'Diabetes', '2024-04-21', 'Darren Becker', 'Mitchell Inc', 'Blue Cross', 10461.980685017636, 481, 'Emergency', '2024-05-07', 'Aspirin', 'Abnormal'),
('mARIA ANDeRsON', 79, 'Female', 'O+', 'Arthritis', '2024-03-12', 'Lee Santiago', 'Mack, Wilson and Fowler', 'Blue Cross', 37879.97903164024, 110, 'Urgent', '2024-04-04', 'Aspirin', 'Abnormal'),
('MariA JOHnStON', 44, 'Male', 'A+', 'Obesity', '2019-09-29', 'Holly Walton', 'Johnson Garcia, and Anthony', 'UnitedHealthcare', 44355.20415019394, 177, 'Elective', '2019-10-05', 'Aspirin', 'Inconclusive'),
('JaMES COle', 23, 'Male', 'AB+', 'Obesity', '2022-08-19', 'Craig Howard', 'and Young Powell Mitchell,', 'Medicare', 28355.452457265368, 327, 'Urgent', '2022-08-24', 'Penicillin', 'Normal'),
('iSaiaH hOlT', 75, 'Male', 'A-', 'Cancer', '2021-10-18', 'Diane Riley', 'Bishop Inc', 'Blue Cross', 22935.41170801031, 217, 'Elective', '2021-11-01', 'Ibuprofen', 'Normal'),
('joSEPH gonzaLeS', 60, 'Male', 'A-', 'Hypertension', '2023-04-07', 'John Schroeder', 'Coleman-Dawson', 'Medicare', 42605.6353407704, 366, 'Elective', '2023-05-05', 'Lipitor', 'Normal'),
('JenNiFEr CAMaCho', 83, 'Male', 'AB-', 'Asthma', '2019-10-28', 'Mark Watson', 'Cunningham-King', 'UnitedHealthcare', 24023.95612282017, 118, 'Elective', '2019-11-24', 'Ibuprofen', 'Inconclusive'),
('HecTOR jonES', 61, 'Female', 'AB+', 'Hypertension', '2020-06-29', 'Diane Griffin', 'Anderson PLC', 'UnitedHealthcare', 20577.70892665962, 387, 'Elective', '2020-07-26', 'Penicillin', 'Normal'),
('jEsSIcA jOnes Dds', 82, 'Female', 'AB+', 'Diabetes', '2022-09-21', 'Kenneth Mcintosh', 'Freeman King Hodges, and', 'Aetna', 7264.885037350545, 237, 'Emergency', '2022-10-03', 'Aspirin', 'Normal'),
('IsaBeLlA martIn', 40, 'Male', 'A-', 'Arthritis', '2023-08-10', 'Victoria Hernandez', 'Sons Wilson and', 'Cigna', 29913.849330186917, 317, 'Urgent', '2023-08-15', 'Ibuprofen', 'Normal'),
('daNiEL pALMeR', 70, 'Female', 'B+', 'Hypertension', '2022-05-16', 'David Zavala', 'Woodward Ltd', 'Cigna', 43353.40395231945, 266, 'Elective', '2022-05-26', 'Lipitor', 'Normal'),
('sTEPhanIe BeNsoN', 68, 'Female', 'O+', 'Cancer', '2020-08-25', 'Frederick Fields', 'Powell Branch Osborn, and', 'Blue Cross', 18382.66405465011, 355, 'Elective', '2020-09-15', 'Lipitor', 'Abnormal'),
('AshleY WiLliamS', 31, 'Female', 'B-', 'Cancer', '2023-10-04', 'Michael Nguyen', 'Brown Brown, and Sanders', 'Blue Cross', 49419.86801455786, 328, 'Elective', '2023-10-11', 'Ibuprofen', 'Inconclusive'),
('GReGOrY NguYEn', 28, 'Male', 'O+', 'Asthma', '2022-04-28', 'Casey Fowler', 'Harris-Oconnor', 'Aetna', 9958.023900824059, 364, 'Emergency', '2022-05-27', 'Penicillin', 'Inconclusive'),
('joE SmItH', 84, 'Male', 'O+', 'Hypertension', '2019-05-29', 'Michael Miller', 'Paul Richardson Haynes, and', 'Blue Cross', 21438.27898593383, 217, 'Elective', '2019-06-17', 'Aspirin', 'Abnormal'),
('LIsa wATTS', 34, 'Female', 'AB+', 'Arthritis', '2024-03-09', 'Kaylee Hampton', 'Patterson-Lee', 'Aetna', 1820.0158207199443, 356, 'Emergency', '2024-03-23', 'Aspirin', 'Abnormal'),
('alexAnDER GArcia', 25, 'Female', 'B+', 'Hypertension', '2020-01-07', 'Amber Gordon', 'and Yang Fox Scott,', 'Cigna', 32760.468759879866, 476, 'Urgent', '2020-02-01', 'Aspirin', 'Normal'),
('ElIzabETh PErKINs', 58, 'Female', 'B+', 'Asthma', '2019-11-10', 'Colleen Meyers', 'Burch, and Sexton Sandoval', 'Medicare', 35421.825825482214, 134, 'Elective', '2019-12-06', 'Paracetamol', 'Abnormal'),
('LAuRA WELLS', 78, 'Female', 'O+', 'Diabetes', '2023-01-24', 'Eileen Hernandez', 'Johnson and Delgado, Bennett', 'Medicare', 44393.180527655255, 169, 'Elective', '2023-02-01', 'Aspirin', 'Inconclusive'),
('robErT mCcORmICk', 56, 'Male', 'AB+', 'Diabetes', '2019-07-28', 'Carrie Wright', 'Garza Group', 'Blue Cross', 16578.90583657894, 282, 'Urgent', '2019-08-26', 'Penicillin', 'Inconclusive'),
('MICHAEL yu', 77, 'Male', 'AB-', 'Arthritis', '2022-07-18', 'Jeffrey Schmidt', 'Olson, Andrade and Dixon', 'Medicare', 33749.85876855787, 112, 'Emergency', '2022-08-07', 'Paracetamol', 'Abnormal'),
('jacOB GRaHam', 61, 'Female', 'A+', 'Asthma', '2020-06-07', 'Jaime Bell', 'Fisher Inc', 'UnitedHealthcare', 3903.7562434997735, 301, 'Urgent', '2020-07-01', 'Penicillin', 'Abnormal'),
('aNdrea kenNedy', 40, 'Female', 'B-', 'Cancer', '2020-12-07', 'Brian Cooper', 'Farrell-Lyons', 'Medicare', 22720.333703383392, 463, 'Emergency', '2020-12-20', 'Lipitor', 'Abnormal'),
('StacEY aNderson', 80, 'Male', 'AB-', 'Diabetes', '2020-04-10', 'Anthony Graves', 'Greer Cain and Taylor,', 'Medicare', 35411.47137378961, 282, 'Elective', '2020-04-30', 'Paracetamol', 'Abnormal'),
('jasOn mArsh', 35, 'Male', 'A-', 'Hypertension', '2023-07-12', 'Traci White MD', 'Turner Ltd', 'Medicare', 27342.226743452513, 279, 'Urgent', '2023-07-22', 'Aspirin', 'Normal'),
('tiFfAnY FErguSON', 85, 'Female', 'A+', 'Cancer', '2022-09-10', 'Eric Lutz', 'Johnson Group', 'Blue Cross', 27971.280360766315, 120, 'Emergency', '2022-09-14', 'Lipitor', 'Abnormal'),
('mark hErnaNdEZ', 64, 'Male', 'AB-', 'Hypertension', '2021-04-15', 'Brenda Hill', 'Sherman Inc', 'Cigna', 26894.07493234706, 208, 'Emergency', '2021-05-07', 'Aspirin', 'Normal'),
('KEITH HenRy', 30, 'Female', 'O-', 'Cancer', '2020-08-20', 'Peter Brown', 'and Garcia Wade Richardson,', 'Medicare', 36551.05475160793, 111, 'Emergency', '2020-08-23', 'Ibuprofen', 'Abnormal'),
('mIChelLE WRIghT', 19, 'Female', 'A+', 'Arthritis', '2020-08-14', 'Benjamin Banks', 'White-Graham', 'Medicare', 10693.389264097665, 435, 'Elective', '2020-08-28', 'Ibuprofen', 'Abnormal'),
('TRoY DaVIS', 64, 'Male', 'A+', 'Diabetes', '2021-07-17', 'Natalie Perez', 'and Miller Sons', 'UnitedHealthcare', 28835.4411907577, 270, 'Urgent', '2021-08-03', 'Lipitor', 'Inconclusive'),
('MiSty burton', 44, 'Male', 'B+', 'Diabetes', '2023-01-27', 'Erica Williams', 'Taylor, and Mullins Lara', 'Medicare', 7083.614266337014, 317, 'Elective', '2023-02-02', 'Lipitor', 'Inconclusive'),
('RObERt rObINsOn', 66, 'Female', 'O-', 'Asthma', '2020-09-04', 'Jasmine Webb', 'and King, Vega Jones', 'Medicare', 2068.429203629516, 302, 'Urgent', '2020-09-20', 'Penicillin', 'Inconclusive'),
('CHrISTiNA caldeROn', 79, 'Female', 'AB+', 'Hypertension', '2020-02-08', 'David Cabrera', 'Alvarez-Cruz', 'Blue Cross', 42956.12895295784, 382, 'Elective', '2020-02-21', 'Aspirin', 'Normal'),
('JOhN GRahAm', 59, 'Female', 'O+', 'Diabetes', '2019-07-01', 'Julie Gonzales', 'Walker Cisneros and Adams,', 'Aetna', 17307.366222435077, 255, 'Urgent', '2019-07-05', 'Penicillin', 'Abnormal'),
('mICHAEl PARkER', 47, 'Male', 'O+', 'Asthma', '2024-01-01', 'Julia Campbell', 'Ltd Lewis', 'Aetna', 41492.12758889828, 388, 'Elective', '2024-01-12', 'Aspirin', 'Normal'),
('WIlliAm EVANs', 49, 'Male', 'AB+', 'Obesity', '2021-03-10', 'Zachary Robinson', 'Esparza-Martinez', 'UnitedHealthcare', 16097.76216434909, 310, 'Emergency', '2021-04-07', 'Paracetamol', 'Normal'),
('vAlEriE hodgES', 35, 'Male', 'AB+', 'Cancer', '2019-09-19', 'Christine Smith', 'Baker Hernandez and Scott,', 'Blue Cross', 44495.73103847668, 469, 'Elective', '2019-10-16', 'Paracetamol', 'Inconclusive'),
('brENda BecK', 69, 'Female', 'B+', 'Obesity', '2023-02-24', 'Barbara Burgess', 'Group Lopez', 'Blue Cross', 2936.8944986229376, 223, 'Emergency', '2023-02-25', 'Aspirin', 'Abnormal'),
('CHrISTIne DAvIs', 57, 'Male', 'O+', 'Obesity', '2022-03-30', 'Malik Goodwin', 'and Le Martin Young,', 'UnitedHealthcare', 43374.011464690346, 232, 'Emergency', '2022-04-14', 'Lipitor', 'Inconclusive'),
('keVIN dANiEl', 51, 'Female', 'A+', 'Asthma', '2019-08-30', 'Diana Shaw', 'PLC Cook', 'Aetna', 6949.875644995354, 366, 'Urgent', '2019-09-17', 'Paracetamol', 'Inconclusive'),
('BRIttney WagNER', 31, 'Female', 'O+', 'Arthritis', '2019-12-21', 'Michael Mason', 'Baker, Davis Hill and', 'Blue Cross', 15449.063973707853, 384, 'Elective', '2019-12-31', 'Lipitor', 'Abnormal'),
('criStIaN bUChANAn', 34, 'Female', 'A-', 'Obesity', '2019-08-31', 'Alexis Bradford', 'Johnson-Gray', 'Blue Cross', 37458.15927894109, 184, 'Elective', '2019-09-28', 'Paracetamol', 'Abnormal'),
('MiCHAEl bRady', 57, 'Male', 'O+', 'Cancer', '2022-03-30', 'Jasmine Parker', 'Mitchell, and Garcia Saunders', 'Medicare', 5919.300084398267, 455, 'Elective', '2022-04-11', 'Ibuprofen', 'Normal'),
('jOrdan LEON', 51, 'Female', 'O+', 'Arthritis', '2023-08-11', 'Christina Lopez', 'Dennis-Roth', 'Cigna', 21534.715569914784, 198, 'Emergency', '2023-08-20', 'Penicillin', 'Normal'),
('kAteLyn cunNINGHam', 85, 'Male', 'B+', 'Asthma', '2021-10-29', 'Richard Franco', 'Mcgee Patton Aguirre, and', 'Cigna', 43393.92291514785, 123, 'Elective', '2021-11-25', 'Penicillin', 'Inconclusive'),
('KRyStal mENDoZA', 51, 'Male', 'A-', 'Cancer', '2020-09-18', 'Marc Reid', 'Foster-Thomas', 'Medicare', 50332.93241120667, 394, 'Emergency', '2020-10-12', 'Aspirin', 'Abnormal'),
('aLEx RodriGUEz', 39, 'Male', 'AB+', 'Cancer', '2021-02-24', 'Ryan Simmons', 'Group Mann', 'Aetna', 18062.596843506755, 140, 'Urgent', '2021-03-17', 'Paracetamol', 'Inconclusive'),
('GeoFfrEy barkER', 75, 'Male', 'AB-', 'Hypertension', '2023-07-07', 'Clinton Sanchez', 'Martinez-Strickland', 'UnitedHealthcare', 30064.180790216535, 110, 'Urgent', '2023-07-13', 'Paracetamol', 'Normal'),
('ALEc miTCheLl', 46, 'Female', 'O+', 'Hypertension', '2023-06-26', 'Cindy Gonzalez', 'Shaw Tapia and Barnes,', 'Blue Cross', 45440.79280966989, 462, 'Elective', '2023-07-23', 'Ibuprofen', 'Inconclusive'),
('JasOn joRDaN', 47, 'Male', 'O-', 'Obesity', '2021-11-12', 'Christy Ochoa', 'Morris-Campbell', 'Aetna', 12073.067265369198, 400, 'Urgent', '2021-12-04', 'Paracetamol', 'Normal'),
('philiP ReYES', 38, 'Female', 'O+', 'Arthritis', '2021-10-23', 'Gabriel Livingston', 'Anderson Morton and Vang,', 'UnitedHealthcare', 48065.46239315386, 147, 'Urgent', '2021-11-08', 'Paracetamol', 'Abnormal'),
('AarOn BradsHaw', 25, 'Female', 'O+', 'Arthritis', '2019-11-30', 'Mackenzie Phillips', 'Olson LLC', 'Aetna', 16342.363733357643, 255, 'Emergency', '2019-12-20', 'Lipitor', 'Inconclusive'),
('ERicA fOrd', 65, 'Male', 'AB+', 'Hypertension', '2023-03-19', 'Gabriel Lane', 'Juarez and Sons', 'Cigna', 21767.231674942213, 410, 'Elective', '2023-04-16', 'Lipitor', 'Normal'),
('dr. KAtIe baRReTt DVM', 50, 'Female', 'O-', 'Hypertension', '2022-02-02', 'Whitney Chavez', 'Ramos Hansen Clark, and', 'Blue Cross', 16055.930395419682, 393, 'Emergency', '2022-02-05', 'Aspirin', 'Inconclusive'),
('Jacob youNG', 40, 'Male', 'AB+', 'Obesity', '2023-09-25', 'Tara Tucker', 'PLC Aguirre', 'UnitedHealthcare', 30123.538567926087, 423, 'Urgent', '2023-10-05', 'Aspirin', 'Normal'),
('amY RAMos', 70, 'Male', 'B+', 'Arthritis', '2021-10-28', 'Dustin Alvarez', 'Nelson Baldwin, Boyd and', 'UnitedHealthcare', 38572.16947791579, 123, 'Emergency', '2021-10-31', 'Ibuprofen', 'Inconclusive'),
('PaTricK moRAlES', 56, 'Female', 'AB-', 'Hypertension', '2020-06-16', 'Jessica Conway', 'Martinez, and Moore White', 'Blue Cross', 37798.95058783797, 392, 'Urgent', '2020-07-14', 'Ibuprofen', 'Abnormal'),
('sOpHIA cONwAY', 25, 'Male', 'O+', 'Diabetes', '2021-10-07', 'Heidi Wood', 'Barker, Costa Hahn and', 'Medicare', 38716.355934862506, 283, 'Emergency', '2021-11-06', 'Ibuprofen', 'Normal'),
('jamES mOORE', 20, 'Male', 'A-', 'Diabetes', '2021-04-29', 'David Gordon', 'Anderson and Higgins Galvan,', 'Aetna', 13666.283370731853, 471, 'Elective', '2021-05-17', 'Paracetamol', 'Inconclusive'),
('ChRisTOPHeR cOChRan', 73, 'Female', 'AB-', 'Diabetes', '2019-05-12', 'Jonathan Thomas', 'Flores-Roman', 'Cigna', 30753.68882330775, 236, 'Elective', '2019-06-07', 'Lipitor', 'Abnormal'),
('RObeRT Carter', 82, 'Male', 'B-', 'Obesity', '2021-09-12', 'Lori Diaz', 'Miller, Moon Boyd and', 'UnitedHealthcare', 44278.23165677635, 295, 'Elective', '2021-09-17', 'Aspirin', 'Inconclusive'),
('moRgAn NGUYEn', 31, 'Male', 'B+', 'Diabetes', '2021-01-25', 'Martin Dominguez', 'Inc Harmon', 'Aetna', 6267.540561718074, 140, 'Urgent', '2021-01-27', 'Ibuprofen', 'Normal'),
('natHAn MONToYA', 74, 'Male', 'O-', 'Cancer', '2020-05-22', 'Adam Roberts', 'Elliott Jones Hinton, and', 'Aetna', 26276.792663524604, 242, 'Elective', '2020-06-17', 'Ibuprofen', 'Normal'),
('jOE Berry PhD', 38, 'Female', 'B-', 'Asthma', '2022-06-20', 'Nancy Beck', 'Sons Mckinney and', 'Blue Cross', 33171.03008875718, 319, 'Elective', '2022-07-14', 'Aspirin', 'Inconclusive'),
('daNIeL oRtiz', 63, 'Female', 'AB-', 'Cancer', '2020-11-16', 'Christy Hughes', 'Carroll-Howard', 'UnitedHealthcare', 44984.24155625038, 124, 'Elective', '2020-12-06', 'Paracetamol', 'Normal'),
('mATthEw cLaRk', 62, 'Female', 'B-', 'Obesity', '2020-10-09', 'Charles Hernandez', 'and Park, Garcia Lam', 'Cigna', 27091.86037319376, 315, 'Urgent', '2020-10-14', 'Ibuprofen', 'Inconclusive'),
('JAcQuELINE hArDY', 80, 'Male', 'O+', 'Obesity', '2023-12-12', 'Hannah Clay', 'Chavez Valenzuela, and Gutierrez', 'UnitedHealthcare', 32387.925148602317, 264, 'Urgent', '2023-12-27', 'Ibuprofen', 'Normal'),
('eMiLY JoSEPh', 25, 'Female', 'AB-', 'Cancer', '2022-06-14', 'Steven Dixon', 'Hill-Hernandez', 'Cigna', 32905.47679380129, 289, 'Emergency', '2022-07-03', 'Lipitor', 'Abnormal'),
('sarAH HiCKs', 51, 'Male', 'A-', 'Diabetes', '2023-02-23', 'Monica Thomas', 'Skinner LLC', 'Blue Cross', 1332.3384328468917, 489, 'Emergency', '2023-03-18', 'Aspirin', 'Abnormal'),
('bRiANa rOsS', 46, 'Female', 'AB+', 'Obesity', '2024-04-25', 'Alexander Moore', 'Inc Cox', 'Aetna', 17702.569386018386, 385, 'Urgent', '2024-05-12', 'Ibuprofen', 'Inconclusive'),
('maRY mcculLOUgH', 18, 'Female', 'A+', 'Asthma', '2022-06-08', 'Curtis Mckinney', 'Perez Sons and', 'UnitedHealthcare', 33443.55248615018, 342, 'Emergency', '2022-06-22', 'Penicillin', 'Normal'),
('bRIAn OSborNe', 30, 'Female', 'B-', 'Cancer', '2023-12-07', 'Stephanie Shepard', 'Parker Turner, Houston and', 'Cigna', 23175.497028595324, 326, 'Emergency', '2023-12-24', 'Ibuprofen', 'Normal'),
('suSAn WALTerS', 43, 'Male', 'AB-', 'Cancer', '2020-11-03', 'Russell Soto', 'Wilson-Chen', 'Medicare', 14224.312292911767, 426, 'Emergency', '2020-12-01', 'Paracetamol', 'Abnormal'),
('CATHerine HaRVEY', 21, 'Male', 'AB+', 'Hypertension', '2023-10-03', 'Charles Cardenas', 'Boone-Duffy', 'Medicare', 23483.496843877438, 357, 'Urgent', '2023-10-18', 'Paracetamol', 'Normal'),
('cORY PIERCe', 28, 'Female', 'B-', 'Hypertension', '2022-06-11', 'Brandon Montoya', 'Reid-Simmons', 'UnitedHealthcare', 31326.72671721238, 299, 'Emergency', '2022-06-28', 'Paracetamol', 'Abnormal'),
('jeSus jORdan', 26, 'Female', 'O-', 'Hypertension', '2021-07-03', 'Andrew Bishop', 'Dunn-Bentley', 'Aetna', 48651.7366550091, 124, 'Urgent', '2021-07-29', 'Penicillin', 'Inconclusive'),
('ANn dUNCAN', 24, 'Male', 'A-', 'Asthma', '2024-03-19', 'Daniel Sanders', 'Inc Cherry', 'Aetna', 18932.314667025556, 115, 'Elective', '2024-04-02', 'Penicillin', 'Inconclusive'),
('Sarah pOrTEr', 55, 'Female', 'AB-', 'Diabetes', '2024-01-11', 'Jeremiah Nunez', 'Zavala-Fernandez', 'Blue Cross', 22063.229031651204, 147, 'Elective', '2024-01-30', 'Paracetamol', 'Inconclusive'),
('jACquEliNE DeAN', 41, 'Female', 'A+', 'Cancer', '2021-06-26', 'Carolyn Peters', 'Jones-Fleming', 'Medicare', 20714.706734070198, 234, 'Urgent', '2021-07-21', 'Lipitor', 'Inconclusive'),
('AnNE lam', 85, 'Male', 'O+', 'Asthma', '2024-01-19', 'Paul Ruiz', 'Christian-Hall', 'UnitedHealthcare', 34510.884904131046, 292, 'Elective', '2024-02-05', 'Ibuprofen', 'Inconclusive'),
('jEnnifeR GomEz', 45, 'Male', 'O-', 'Hypertension', '2020-12-15', 'Robert Palmer', 'LLC Cabrera', 'Blue Cross', 42200.51465496005, 115, 'Elective', '2021-01-13', 'Lipitor', 'Inconclusive'),
('daVId CuRTIs', 22, 'Female', 'B+', 'Hypertension', '2021-05-14', 'Lisa Grimes', 'Hernandez and Delacruz, Kramer', 'Cigna', 24451.289481048025, 413, 'Emergency', '2021-05-28', 'Paracetamol', 'Abnormal'),
('joSHUa JOHnsON', 18, 'Male', 'B+', 'Diabetes', '2021-07-10', 'Ronald Russell', 'Cervantes-Herrera', 'UnitedHealthcare', 30289.70490881633, 165, 'Emergency', '2021-07-12', 'Paracetamol', 'Normal'),
('jEReMy bOwen', 60, 'Male', 'B-', 'Diabetes', '2020-07-25', 'Tracey Smith', 'Garrison-Mcfarland', 'Medicare', 35317.49303975063, 431, 'Urgent', '2020-07-29', 'Lipitor', 'Normal'),
('denNIs cLarkE', 22, 'Female', 'AB+', 'Obesity', '2019-09-17', 'Mark Baker', 'Warren-Brown', 'Cigna', 8033.61165471249, 293, 'Elective', '2019-10-01', 'Lipitor', 'Inconclusive'),
('jeNNiFER spEnCe', 65, 'Female', 'A+', 'Obesity', '2019-05-14', 'Austin Perry', 'Ruiz Group', 'Medicare', 7391.534745436652, 270, 'Elective', '2019-05-20', 'Aspirin', 'Inconclusive'),
('biLlY fITZGERALd', 73, 'Female', 'B+', 'Asthma', '2020-05-31', 'Dr. Mackenzie Bell', 'Anderson-Brown', 'Aetna', 35945.884474187944, 146, 'Emergency', '2020-06-28', 'Ibuprofen', 'Inconclusive'),
('krisTEN JamES', 82, 'Female', 'AB+', 'Hypertension', '2020-03-27', 'Kimberly Calhoun', 'Hull Sons and', 'Medicare', 10780.742007834762, 472, 'Emergency', '2020-04-04', 'Ibuprofen', 'Inconclusive'),
('cAiTLIN bEndEr', 32, 'Female', 'O-', 'Arthritis', '2019-12-23', 'Timothy Aguilar', 'Oliver Mcdonald, and Johnson', 'Aetna', 28743.00383788984, 493, 'Elective', '2019-12-30', 'Penicillin', 'Normal'),
('bRENda fULleR', 76, 'Male', 'A-', 'Obesity', '2024-02-08', 'Cynthia Stanton MD', 'Lara-Allen', 'Blue Cross', 47270.24573913907, 373, 'Elective', '2024-02-16', 'Aspirin', 'Abnormal'),
('CASSaNdrA rIcE', 61, 'Female', 'A-', 'Asthma', '2023-09-23', 'Craig Delgado', 'Group Summers', 'Aetna', 37846.35220674832, 407, 'Emergency', '2023-09-24', 'Ibuprofen', 'Abnormal'),
('SeRgIO saNcheZ', 63, 'Male', 'AB+', 'Cancer', '2020-05-14', 'Courtney Parsons', 'Phillips Medina, Rivera and', 'Aetna', 46502.76578958709, 151, 'Elective', '2020-05-20', 'Paracetamol', 'Inconclusive'),
('keviN stein', 54, 'Female', 'B+', 'Hypertension', '2020-02-11', 'Sandra Barker', 'LLC Flores', 'Aetna', 27660.28504754122, 193, 'Urgent', '2020-03-01', 'Lipitor', 'Normal'),
('MAUrEEN grANT Md', 77, 'Male', 'AB+', 'Hypertension', '2021-09-13', 'Michael Hogan', 'Inc Pace', 'UnitedHealthcare', 36686.655929617344, 488, 'Urgent', '2021-10-09', 'Paracetamol', 'Normal'),
('SaMantHA gUtIErrez', 64, 'Male', 'B+', 'Diabetes', '2020-10-24', 'Toni Perry MD', 'Garcia-Robinson', 'Aetna', 19563.20303028985, 148, 'Urgent', '2020-10-25', 'Penicillin', 'Normal'),
('GEORgE woodwARd', 69, 'Male', 'B+', 'Arthritis', '2020-12-29', 'William Bailey', 'Snow-Day', 'Aetna', 23523.596818012742, 106, 'Elective', '2021-01-21', 'Aspirin', 'Inconclusive'),
('sHaNe TaTe', 31, 'Male', 'O+', 'Cancer', '2024-03-19', 'Tiffany Ortega', 'Inc Rangel', 'Cigna', 50563.79858462743, 441, 'Urgent', '2024-04-07', 'Penicillin', 'Inconclusive'),
('KErRY HaWkiNs', 40, 'Male', 'O-', 'Arthritis', '2021-12-13', 'Willie Lowery', 'Irwin-Kaufman', 'UnitedHealthcare', 15518.457781567855, 450, 'Emergency', '2021-12-19', 'Penicillin', 'Abnormal'),
('mARissA mORa', 50, 'Male', 'O-', 'Asthma', '2022-05-17', 'Jaime Allen', 'Brown and Colon, Anderson', 'Cigna', 42150.70378623512, 388, 'Urgent', '2022-06-03', 'Paracetamol', 'Abnormal'),
('rICKy mEYeR', 83, 'Female', 'A-', 'Arthritis', '2022-12-01', 'Becky Jones', 'and Peterson, Rodriguez Murphy', 'Cigna', 42192.98687233368, 199, 'Emergency', '2022-12-17', 'Paracetamol', 'Abnormal'),
('EDWArd JOneS jR.', 23, 'Female', 'O-', 'Cancer', '2020-03-16', 'Tiffany Frank', 'and Frederick, Jones Garcia', 'Blue Cross', 3925.9338406051947, 333, 'Emergency', '2020-03-22', 'Lipitor', 'Normal'),
('HeatHER mELeNdez', 68, 'Female', 'AB+', 'Arthritis', '2020-10-20', 'Joe Mora', 'and Fuentes Rogers Gill,', 'Aetna', 12605.74743982124, 350, 'Emergency', '2020-10-27', 'Paracetamol', 'Inconclusive'),
('jesSIcA mAciaS', 37, 'Male', 'AB-', 'Asthma', '2024-01-05', 'Teresa Tucker', 'Group Schneider', 'Blue Cross', 7421.176731919101, 154, 'Urgent', '2024-01-27', 'Penicillin', 'Inconclusive'),
('JaMIe leACh', 24, 'Female', 'B-', 'Arthritis', '2023-08-17', 'Ruben Cross', 'Sandoval-Bennett', 'Cigna', 24561.7371858171, 216, 'Emergency', '2023-09-01', 'Aspirin', 'Abnormal'),
('matThEW sImMoNs', 21, 'Male', 'B-', 'Diabetes', '2023-03-31', 'Timothy Choi', 'Young Ltd', 'Cigna', 32854.1532647173, 132, 'Emergency', '2023-04-22', 'Lipitor', 'Abnormal'),
('SHeILA bAXtEr', 46, 'Female', 'AB-', 'Diabetes', '2022-11-21', 'Robert Lester', 'Lopez-Brooks', 'Aetna', 18828.764128786574, 194, 'Elective', '2022-11-22', 'Ibuprofen', 'Abnormal'),
('DAVE PaRrISH', 61, 'Female', 'B+', 'Arthritis', '2020-08-24', 'Sandra Bender', 'Leblanc Conway, Holt and', 'Aetna', 34381.68871217591, 330, 'Urgent', '2020-09-06', 'Lipitor', 'Inconclusive'),
('brYaN SteWart', 25, 'Male', 'O-', 'Arthritis', '2022-02-12', 'Martin Smith', 'Ltd Roberts', 'Aetna', 31501.71985680136, 475, 'Elective', '2022-03-03', 'Ibuprofen', 'Inconclusive'),
('JaMes beLL', 75, 'Female', 'A-', 'Arthritis', '2023-08-15', 'Martha Johnson', 'and Carter Sons', 'Medicare', 12098.033219920722, 387, 'Elective', '2023-09-04', 'Lipitor', 'Abnormal'),
('Joshua LOve', 43, 'Female', 'O-', 'Diabetes', '2023-01-13', 'Mercedes Harris', 'Moore and Rhodes Lang,', 'UnitedHealthcare', 39547.38118934568, 436, 'Elective', '2023-02-01', 'Paracetamol', 'Inconclusive'),
('rObErT CLArk', 38, 'Female', 'B-', 'Obesity', '2020-04-28', 'Gregory Chung', 'Poole LLC', 'Aetna', 6486.2357259859145, 283, 'Elective', '2020-05-20', 'Aspirin', 'Abnormal'),
('marisa GOlDEN', 28, 'Male', 'AB+', 'Arthritis', '2022-10-21', 'James Young', 'Hansen-Torres', 'Medicare', 46657.686081891465, 265, 'Urgent', '2022-10-22', 'Penicillin', 'Inconclusive'),
('NanCy HaMIltOn', 80, 'Male', 'O+', 'Hypertension', '2022-12-15', 'Carla Combs', 'Park-Douglas', 'Aetna', 31709.465028472416, 168, 'Urgent', '2022-12-25', 'Paracetamol', 'Abnormal'),
('BRyaN bOwERS', 63, 'Female', 'O+', 'Asthma', '2020-09-01', 'Peter Martinez', 'Ruiz, Scott Mitchell and', 'Blue Cross', 9894.809406640365, 403, 'Emergency', '2020-10-01', 'Ibuprofen', 'Inconclusive'),
('NIColE mArTIN', 75, 'Female', 'AB-', 'Cancer', '2019-11-18', 'Christopher Spears', 'and Rodriguez Gallegos Henry,', 'Blue Cross', 29995.428563873378, 433, 'Emergency', '2019-12-11', 'Paracetamol', 'Abnormal'),
('WillIam HaRmON', 59, 'Female', 'O+', 'Arthritis', '2022-08-22', 'Carrie Howell', 'Ltd Miller', 'Medicare', 7796.259614376676, 144, 'Urgent', '2022-08-30', 'Ibuprofen', 'Inconclusive');
INSERT INTO `healthcare_dataset` (`Name`, `Age`, `Gender`, `BloodType`, `MedicalCondition`, `DateofAdmission`, `Doctor`, `Hospital`, `InsuranceProvider`, `BillingAmount`, `RoomNumber`, `AdmissionType`, `DischargeDate`, `Medication`, `TestResults`) VALUES
('TOM BRoWN', 27, 'Male', 'A+', 'Diabetes', '2020-08-01', 'Tina Ray', 'Turner Bradford and Allison,', 'Blue Cross', 48965.17580278538, 251, 'Emergency', '2020-08-26', 'Aspirin', 'Abnormal'),
('CynthIa NeLSoN', 77, 'Male', 'A+', 'Arthritis', '2024-01-18', 'Debbie Jones', 'Goodwin Ltd', 'Aetna', 16128.252621583239, 404, 'Emergency', '2024-02-15', 'Penicillin', 'Inconclusive'),
('TODD gROSS', 19, 'Female', 'B-', 'Asthma', '2020-03-17', 'Anthony Ortiz', 'Carrillo-Price', 'Medicare', 16920.16153378213, 206, 'Emergency', '2020-04-10', 'Lipitor', 'Abnormal'),
('sTEphAnie cHung', 58, 'Male', 'AB+', 'Arthritis', '2022-08-15', 'Jason Stewart', 'and Sons Lee', 'Aetna', 49861.874237561446, 207, 'Emergency', '2022-09-01', 'Ibuprofen', 'Abnormal'),
('KayLA PeREZ', 57, 'Male', 'AB+', 'Cancer', '2023-05-15', 'Derek Dorsey', 'Rogers-Robles', 'Blue Cross', 36287.38506426071, 263, 'Elective', '2023-05-19', 'Lipitor', 'Inconclusive'),
('paul marTInez', 59, 'Male', 'A+', 'Hypertension', '2019-06-27', 'William Carter', 'Massey Inc', 'Medicare', 48035.369334595154, 414, 'Urgent', '2019-07-19', 'Ibuprofen', 'Abnormal'),
('joshuA neLson', 62, 'Male', 'B+', 'Hypertension', '2023-10-29', 'Angel Jones', 'Arias-Galvan', 'Aetna', 22030.693351067897, 132, 'Urgent', '2023-11-14', 'Lipitor', 'Normal'),
('JAkE COpeLand', 71, 'Male', 'AB-', 'Diabetes', '2024-01-09', 'Christopher Fowler', 'Scott-Moore', 'UnitedHealthcare', 45665.850891878516, 387, 'Elective', '2024-01-20', 'Penicillin', 'Inconclusive'),
('mAria GArdNEr', 35, 'Female', 'B+', 'Cancer', '2020-08-23', 'Stephanie Herrera', 'Jarvis-Roberts', 'Aetna', 4415.754866840846, 180, 'Emergency', '2020-08-29', 'Lipitor', 'Inconclusive'),
('jAnEt ROBERTs DDS', 34, 'Male', 'AB+', 'Asthma', '2020-01-07', 'Scott Herring', 'Clay LLC', 'Blue Cross', 41122.28913689517, 440, 'Urgent', '2020-01-12', 'Paracetamol', 'Normal'),
('pETeR ramSey', 84, 'Female', 'O-', 'Arthritis', '2019-10-25', 'Angela Cook', 'Quinn, Bentley and Allen', 'Cigna', 28401.556931871608, 377, 'Elective', '2019-11-15', 'Ibuprofen', 'Inconclusive'),
('AsHley farmER', 77, 'Female', 'AB+', 'Diabetes', '2023-09-20', 'Michael Davis', 'Williams PLC', 'UnitedHealthcare', 28228.694722456516, 277, 'Urgent', '2023-10-08', 'Paracetamol', 'Inconclusive'),
('kaTHerInE haLE', 85, 'Male', 'B+', 'Arthritis', '2020-01-12', 'Thomas Hunt', 'Griffith Mccullough Mendoza, and', 'UnitedHealthcare', 2106.3937567995026, 375, 'Urgent', '2020-01-23', 'Penicillin', 'Inconclusive'),
('GAry BOWEN', 34, 'Female', 'B+', 'Asthma', '2019-06-04', 'Dylan Hale', 'Meyers-Moore', 'Blue Cross', 47398.58620713718, 431, 'Urgent', '2019-06-07', 'Ibuprofen', 'Normal'),
('LaURA rYan', 72, 'Female', 'AB-', 'Asthma', '2021-12-14', 'Bradley Holt', 'Blair-Bell', 'Aetna', 47454.594675132365, 293, 'Emergency', '2021-12-24', 'Aspirin', 'Abnormal'),
('TiMoThY lOpeZ', 33, 'Female', 'A-', 'Diabetes', '2023-05-30', 'Sandra Powers', 'Lester-Fletcher', 'Cigna', 22257.609373733947, 243, 'Urgent', '2023-06-01', 'Ibuprofen', 'Abnormal'),
('ANThoNy gUZmAn', 80, 'Female', 'AB-', 'Arthritis', '2019-08-26', 'Evan Campbell', 'Rodriguez LLC', 'Blue Cross', 30324.065977730654, 159, 'Urgent', '2019-09-15', 'Penicillin', 'Abnormal'),
('MIChael ShaRP', 24, 'Female', 'O-', 'Arthritis', '2019-11-16', 'Sylvia Villarreal', 'LLC Baldwin', 'Medicare', 10053.924584675826, 371, 'Emergency', '2019-12-02', 'Aspirin', 'Abnormal'),
('daVId CarrOlL', 44, 'Female', 'A-', 'Arthritis', '2022-04-23', 'Matthew Hopkins', 'Riley PLC', 'Medicare', 9823.303432847175, 304, 'Elective', '2022-05-19', 'Lipitor', 'Normal'),
('Connor BARTOn', 32, 'Female', 'B+', 'Asthma', '2020-02-20', 'Joseph Miller', 'Snyder-Perry', 'Medicare', 17862.692249893444, 482, 'Elective', '2020-02-21', 'Paracetamol', 'Inconclusive'),
('AnGElA SCOtT', 83, 'Male', 'B+', 'Obesity', '2022-10-19', 'Charles Palmer', 'Perez-Carlson', 'Blue Cross', 17855.80106776281, 349, 'Emergency', '2022-11-10', 'Ibuprofen', 'Inconclusive'),
('DAvID ORTiz', 80, 'Male', 'O-', 'Arthritis', '2022-02-05', 'Michael Walters', 'Richardson Mccormick, Cruz and', 'Cigna', 40178.46329436952, 396, 'Elective', '2022-02-18', 'Penicillin', 'Inconclusive'),
('paTRicK pierce', 41, 'Female', 'B+', 'Cancer', '2019-08-01', 'Scott Smith', 'Underwood-Mcguire', 'Cigna', 24690.22217668026, 320, 'Emergency', '2019-08-09', 'Ibuprofen', 'Abnormal'),
('KeiTH JohnSoN', 39, 'Male', 'O-', 'Arthritis', '2021-06-19', 'Nicole Jensen', 'Galvan, Lopez Salazar and', 'UnitedHealthcare', 21862.056357079877, 497, 'Elective', '2021-07-16', 'Aspirin', 'Normal'),
('antonio smITh', 55, 'Male', 'O-', 'Asthma', '2020-06-28', 'Brent Dickerson', 'Fisher-Perez', 'Aetna', 29790.846838577025, 142, 'Urgent', '2020-07-24', 'Ibuprofen', 'Normal'),
('jOHN TaYlOR', 59, 'Male', 'A-', 'Asthma', '2019-10-06', 'Nicole Young', 'Maldonado Anderson and Adkins,', 'Cigna', 6539.760332212727, 270, 'Urgent', '2019-10-24', 'Aspirin', 'Abnormal'),
('barbAra stEwarT', 34, 'Female', 'A-', 'Asthma', '2022-07-17', 'Jared Kemp', 'Ruiz PLC', 'Aetna', 20453.317499341243, 445, 'Urgent', '2022-07-23', 'Paracetamol', 'Inconclusive'),
('lArRy TaNnEr', 27, 'Female', 'O+', 'Hypertension', '2021-05-22', 'Dennis Gilbert', 'Ltd Watts', 'Cigna', 6827.697954531403, 119, 'Urgent', '2021-06-09', 'Paracetamol', 'Normal'),
('MAllORy diAz', 56, 'Female', 'O+', 'Diabetes', '2022-08-16', 'William Mcguire', 'and Martinez Sons', 'Cigna', 7557.599149968452, 264, 'Urgent', '2022-09-04', 'Aspirin', 'Inconclusive'),
('jOhN WILLiams', 60, 'Female', 'A+', 'Cancer', '2021-03-31', 'Jesus Wagner', 'Harrington-Marshall', 'Aetna', 15364.484785297807, 181, 'Emergency', '2021-04-18', 'Ibuprofen', 'Abnormal'),
('peter miller', 71, 'Female', 'O-', 'Obesity', '2021-09-06', 'Jose Cooley', 'Robbins Inc', 'Aetna', 6664.216916717331, 228, 'Elective', '2021-09-17', 'Lipitor', 'Abnormal'),
('rYaN bUtLeR', 20, 'Male', 'AB-', 'Diabetes', '2023-08-26', 'Andrew Clark', 'and Conway George, Huff', 'Cigna', 7235.190690187703, 197, 'Urgent', '2023-08-27', 'Penicillin', 'Inconclusive'),
('SaMANTHa lOwERY', 75, 'Male', 'A+', 'Asthma', '2019-11-27', 'Evelyn Patterson', 'Group Thompson', 'Aetna', 20336.492922000565, 316, 'Emergency', '2019-12-07', 'Penicillin', 'Normal'),
('TiFFAny LEe', 32, 'Female', 'A+', 'Obesity', '2023-03-07', 'Maria Estes', 'Rodriguez-Arnold', 'UnitedHealthcare', 38668.694588676415, 462, 'Urgent', '2023-03-12', 'Lipitor', 'Normal'),
('SamaNthA WiLlIs', 66, 'Female', 'A-', 'Diabetes', '2022-10-03', 'Mrs. Linda Miles', 'and Sullivan, Mcclure Shields', 'Aetna', 41222.005871367684, 255, 'Elective', '2022-10-14', 'Lipitor', 'Abnormal'),
('pAmela BroWn', 78, 'Female', 'O-', 'Diabetes', '2023-01-10', 'Catherine Wiley', 'Charles LLC', 'Medicare', 38520.011193699655, 211, 'Urgent', '2023-01-30', 'Lipitor', 'Abnormal'),
('cARLA walkER', 49, 'Male', 'O-', 'Cancer', '2020-04-12', 'Olivia Nichols', 'Morgan-Young', 'Cigna', 44411.12452708084, 103, 'Urgent', '2020-05-04', 'Aspirin', 'Normal'),
('MaRy GOnzaLeS', 73, 'Male', 'B-', 'Arthritis', '2020-11-20', 'Christie Vargas', 'Garcia and Nguyen, Leonard', 'Aetna', 26044.25093809885, 101, 'Urgent', '2020-12-15', 'Aspirin', 'Inconclusive'),
('SHEllEY FlEmInG', 69, 'Male', 'AB-', 'Hypertension', '2024-04-26', 'Nathaniel Jacobson', 'PLC Fox', 'Aetna', 7902.420482799194, 419, 'Emergency', '2024-05-24', 'Ibuprofen', 'Abnormal'),
('MARK bLakE', 51, 'Female', 'A+', 'Hypertension', '2023-06-29', 'Kayla Clark', 'Bell Preston Washington, and', 'Medicare', 46245.58395229657, 455, 'Urgent', '2023-07-07', 'Paracetamol', 'Abnormal'),
('SCoTT KIng', 66, 'Male', 'O+', 'Diabetes', '2020-01-11', 'Jessica Jackson', 'LLC Hernandez', 'Aetna', 40448.96917281889, 497, 'Emergency', '2020-02-07', 'Paracetamol', 'Abnormal'),
('JesSicA dAvis', 38, 'Female', 'O-', 'Arthritis', '2022-06-05', 'Lynn Benson', 'Steele PLC', 'Medicare', 20914.947408227792, 276, 'Elective', '2022-06-15', 'Paracetamol', 'Normal'),
('anthOnY odom', 33, 'Male', 'O+', 'Asthma', '2024-01-28', 'Michael Dodson MD', 'and Sims, Gonzalez Huff', 'Medicare', 46682.44679168613, 385, 'Elective', '2024-02-22', 'Paracetamol', 'Inconclusive'),
('charleS bRoWN', 27, 'Male', 'B-', 'Cancer', '2021-11-06', 'David Nunez', 'Allen-Perez', 'UnitedHealthcare', 10965.695749178813, 298, 'Elective', '2021-11-07', 'Penicillin', 'Normal'),
('raChel DaVIS', 36, 'Male', 'B-', 'Cancer', '2021-07-21', 'Lindsay Pierce', 'and Alexander Crawford Graham,', 'Aetna', 27507.042983304127, 286, 'Emergency', '2021-07-31', 'Ibuprofen', 'Normal'),
('SAndRa mccALl', 41, 'Male', 'A-', 'Cancer', '2019-11-23', 'Dr. Jeffrey Barnes Jr.', 'Moyer-Lamb', 'UnitedHealthcare', 12678.096227641516, 141, 'Urgent', '2019-12-06', 'Penicillin', 'Normal'),
('NiCole FraNCIS', 33, 'Male', 'AB-', 'Asthma', '2019-05-30', 'Kristie Roberts', 'Taylor-Wilson', 'Aetna', 38395.529957277104, 215, 'Emergency', '2019-06-29', 'Ibuprofen', 'Inconclusive'),
('STEVEN SmitH', 56, 'Female', 'AB-', 'Asthma', '2024-03-23', 'Allison Harper', 'PLC Sutton', 'Medicare', 28510.807215450033, 185, 'Emergency', '2024-04-14', 'Lipitor', 'Inconclusive'),
('KAREn johnsoN', 25, 'Male', 'O+', 'Obesity', '2019-06-23', 'Heather Howard', 'and Sons Sanders', 'Medicare', 43400.66658854206, 300, 'Emergency', '2019-07-12', 'Aspirin', 'Abnormal'),
('anna ROgERs', 21, 'Female', 'O-', 'Asthma', '2022-01-30', 'Vickie King', 'Gentry and Sons', 'Aetna', 46890.42601269252, 307, 'Elective', '2022-02-26', 'Aspirin', 'Abnormal'),
('pRiSCiLlA dEckEr', 57, 'Male', 'B-', 'Cancer', '2022-11-12', 'Christopher Yoder', 'Haynes-Silva', 'Cigna', 48491.643210085116, 129, 'Elective', '2022-11-22', 'Penicillin', 'Normal'),
('tREVor WRiGHt', 39, 'Female', 'O+', 'Cancer', '2020-12-22', 'Matthew Nelson', 'Marshall, and Koch Harper', 'Blue Cross', 13643.730851835093, 380, 'Elective', '2020-12-27', 'Lipitor', 'Normal'),
('WiLlIAm tuCKEr', 51, 'Female', 'A-', 'Diabetes', '2022-05-22', 'Martin Lynch', 'Duffy-Jackson', 'Cigna', 5415.283510144211, 209, 'Emergency', '2022-06-08', 'Aspirin', 'Inconclusive'),
('JEsSIca KElLer', 31, 'Male', 'B+', 'Hypertension', '2021-03-27', 'David Hall', 'Brown-Diaz', 'Aetna', 44008.05021162504, 392, 'Elective', '2021-04-23', 'Lipitor', 'Abnormal'),
('WILliAM hEnRY', 85, 'Male', 'AB-', 'Asthma', '2022-06-22', 'Benjamin Tyler', 'Mcdaniel-Castaneda', 'UnitedHealthcare', 43866.65847598296, 420, 'Urgent', '2022-07-22', 'Aspirin', 'Normal'),
('RobiN Clarke', 76, 'Male', 'O+', 'Diabetes', '2022-07-15', 'Tyler Adams DDS', 'Lyons LLC', 'Blue Cross', 45242.85699278163, 174, 'Emergency', '2022-07-19', 'Penicillin', 'Abnormal'),
('jessIca gARZa', 59, 'Male', 'A+', 'Asthma', '2022-06-06', 'William White', 'PLC French', 'Aetna', 13550.124487195164, 250, 'Elective', '2022-06-30', 'Paracetamol', 'Normal'),
('JAmIe salaZAR', 64, 'Male', 'O-', 'Diabetes', '2020-12-29', 'Amanda Webb', 'LLC Coleman', 'Blue Cross', 34963.638984568875, 277, 'Urgent', '2021-01-07', 'Aspirin', 'Inconclusive'),
('stevEN VAugHaN', 28, 'Male', 'A+', 'Arthritis', '2020-05-23', 'Travis Holmes', 'Tucker-Warren', 'UnitedHealthcare', 48890.44781602984, 324, 'Elective', '2020-06-12', 'Penicillin', 'Abnormal'),
('MIChAeL contreraS', 63, 'Male', 'A-', 'Obesity', '2022-07-25', 'Amy Small', 'Wang-Hill', 'Medicare', 17159.581531514294, 330, 'Emergency', '2022-08-22', 'Ibuprofen', 'Normal'),
('AllEn roBeRTs', 24, 'Male', 'A-', 'Arthritis', '2021-04-01', 'Katherine Gutierrez', 'Jones Ltd', 'Cigna', 7192.628178237957, 443, 'Emergency', '2021-04-19', 'Penicillin', 'Abnormal'),
('aMy POwEll', 81, 'Male', 'B+', 'Arthritis', '2020-07-20', 'Susan Hess', 'White West Herman, and', 'Medicare', 44982.852472054976, 121, 'Elective', '2020-07-29', 'Lipitor', 'Normal'),
('KeNNeth sMitH', 74, 'Male', 'A+', 'Diabetes', '2020-02-28', 'Kristen Thornton', 'Inc Newton', 'Medicare', 16004.469077228989, 254, 'Emergency', '2020-03-28', 'Ibuprofen', 'Inconclusive'),
('maTThEW WEsT', 28, 'Male', 'AB+', 'Cancer', '2023-08-30', 'Jerry Fisher', 'Huerta-Sanchez', 'UnitedHealthcare', 7320.042617086167, 458, 'Elective', '2023-09-17', 'Ibuprofen', 'Normal'),
('ERIK MOntoyA', 27, 'Male', 'AB-', 'Obesity', '2020-07-27', 'Elizabeth Miller', 'Snyder-Parrish', 'Blue Cross', 28329.824069378898, 470, 'Emergency', '2020-08-24', 'Aspirin', 'Normal'),
('aUSTin lEwis', 24, 'Male', 'AB-', 'Diabetes', '2021-03-28', 'Reginald Grimes', 'Inc Bryant', 'UnitedHealthcare', 24130.51675462934, 214, 'Urgent', '2021-04-05', 'Paracetamol', 'Inconclusive'),
('KennEtH ThOmPSon', 63, 'Male', 'A-', 'Diabetes', '2022-05-08', 'Steven Smith', 'Williams Inc', 'Cigna', 22361.14759656622, 445, 'Emergency', '2022-05-10', 'Paracetamol', 'Normal'),
('AMANDa DURhAm', 46, 'Female', 'O+', 'Obesity', '2021-06-16', 'Katelyn Davis', 'Smith White, and Ryan', 'Blue Cross', 19650.001786591307, 108, 'Emergency', '2021-07-06', 'Lipitor', 'Inconclusive'),
('stEphen HUdSON', 35, 'Female', 'AB+', 'Arthritis', '2023-10-31', 'Matthew Jones', 'Williams Dillon White, and', 'Aetna', 30986.932516935438, 346, 'Urgent', '2023-11-21', 'Paracetamol', 'Abnormal'),
('CASsanDRA VeLaZquEZ', 28, 'Female', 'B+', 'Diabetes', '2022-04-23', 'Diana Tran', 'Vargas-Cohen', 'UnitedHealthcare', 45987.15677951294, 293, 'Elective', '2022-05-11', 'Penicillin', 'Normal'),
('suSAN peNA', 80, 'Female', 'B+', 'Obesity', '2021-12-09', 'Kevin Kelley', 'Gardner Group', 'Medicare', 11086.730476357927, 482, 'Urgent', '2021-12-12', 'Lipitor', 'Inconclusive'),
('anTHoNY PerKinS', 31, 'Male', 'O-', 'Obesity', '2024-01-10', 'Anthony Green', 'Garcia-Blake', 'Medicare', 28483.876936659835, 265, 'Urgent', '2024-02-02', 'Lipitor', 'Abnormal'),
('KATRIna LOPEz', 69, 'Female', 'O+', 'Diabetes', '2019-11-17', 'Jordan Porter', 'Castaneda-Tran', 'Cigna', 37905.955178324264, 368, 'Emergency', '2019-12-15', 'Lipitor', 'Inconclusive'),
('bRiAn FoSTER', 82, 'Male', 'AB+', 'Asthma', '2022-01-05', 'James Thompson', 'Kim-Ibarra', 'Medicare', 27878.850837775983, 472, 'Elective', '2022-01-11', 'Ibuprofen', 'Normal'),
('JaSon ThOMPson', 64, 'Female', 'B+', 'Arthritis', '2024-01-15', 'Andrea King', 'Boyer-Burgess', 'Aetna', 13900.054263055277, 442, 'Urgent', '2024-02-10', 'Ibuprofen', 'Inconclusive'),
('david AYaLa', 77, 'Female', 'O+', 'Arthritis', '2022-11-17', 'Lucas Torres', 'Cross Ltd', 'Aetna', 30575.7646027089, 116, 'Urgent', '2022-12-15', 'Paracetamol', 'Abnormal'),
('jaReD YoDER', 32, 'Male', 'O+', 'Obesity', '2021-08-02', 'Sarah Garcia', 'Patel Payne, and Young', 'Medicare', 11941.631298553253, 478, 'Urgent', '2021-08-26', 'Lipitor', 'Normal'),
('gRegoRY cANnON', 70, 'Female', 'A+', 'Diabetes', '2020-04-20', 'Amanda Alvarado', 'Group Santana', 'Medicare', 7422.725259948824, 496, 'Elective', '2020-04-23', 'Lipitor', 'Abnormal'),
('LISa aNdERSON', 50, 'Female', 'O-', 'Hypertension', '2023-06-28', 'Samantha Preston', 'Sons and Cook', 'Medicare', 34005.54699852366, 368, 'Urgent', '2023-06-30', 'Ibuprofen', 'Inconclusive'),
('ELIzabEtH ShIelDs', 29, 'Male', 'O+', 'Asthma', '2022-04-06', 'David Maxwell', 'Martin-Rice', 'UnitedHealthcare', 48574.832438065794, 448, 'Elective', '2022-04-30', 'Penicillin', 'Inconclusive'),
('PatriCiA kIM', 66, 'Female', 'AB+', 'Cancer', '2021-03-31', 'Kevin Butler', 'Ortiz, and Rios Price', 'Cigna', 45010.79763902513, 302, 'Urgent', '2021-04-16', 'Lipitor', 'Abnormal'),
('JessiCA sOto', 70, 'Male', 'AB+', 'Obesity', '2020-03-07', 'Shannon Sanchez', 'Barnes-Williams', 'UnitedHealthcare', 7409.336546368024, 418, 'Elective', '2020-03-29', 'Aspirin', 'Normal'),
('JEnNY ReYnOLDS', 56, 'Female', 'B-', 'Cancer', '2020-06-03', 'Shelly Bright', 'Hardy-Gutierrez', 'Cigna', 34968.07645040741, 280, 'Urgent', '2020-06-21', 'Paracetamol', 'Abnormal'),
('SHANnon baRRett', 85, 'Male', 'B-', 'Asthma', '2021-08-31', 'Stephanie Wilcox', 'Cole LLC', 'Aetna', 5648.175526085927, 113, 'Elective', '2021-09-17', 'Aspirin', 'Inconclusive'),
('tERrI PERry', 67, 'Male', 'AB+', 'Cancer', '2022-09-22', 'Amy Diaz', 'White-Rowe', 'UnitedHealthcare', 14227.32115830744, 484, 'Elective', '2022-10-11', 'Paracetamol', 'Normal'),
('Joseph MaddEN', 50, 'Female', 'B+', 'Arthritis', '2022-07-02', 'Stacey Nguyen', 'Rodriguez Harris, Willis and', 'Medicare', 47551.57014253019, 179, 'Elective', '2022-07-15', 'Ibuprofen', 'Inconclusive'),
('RebECCa hOGAN', 52, 'Female', 'O+', 'Asthma', '2019-06-18', 'Peter Wright', 'Santana Garcia, Alexander and', 'Aetna', 42301.9146193397, 132, 'Elective', '2019-07-08', 'Aspirin', 'Abnormal'),
('kELly WAlKER', 84, 'Male', 'B-', 'Hypertension', '2019-07-19', 'Eric Shaw', 'Collins-Lozano', 'Aetna', 2275.636631828838, 335, 'Urgent', '2019-08-08', 'Aspirin', 'Normal'),
('jUlIa muEllER', 70, 'Male', 'A-', 'Cancer', '2022-01-06', 'Susan Gaines', 'Brown-Clark', 'Cigna', 10003.671027381766, 169, 'Elective', '2022-01-27', 'Paracetamol', 'Normal'),
('KAyLa mOORe', 66, 'Male', 'AB-', 'Diabetes', '2022-02-08', 'Collin Green', 'Mcmahon and Kim, Holmes', 'Aetna', 42653.76534463952, 263, 'Urgent', '2022-02-28', 'Lipitor', 'Normal'),
('KAITLyn SmItH', 74, 'Male', 'AB-', 'Hypertension', '2022-12-09', 'Richard Harris', 'Gomez-Smith', 'Cigna', 10722.495069696139, 206, 'Elective', '2022-12-28', 'Penicillin', 'Inconclusive'),
('DAnIEL KemP', 75, 'Female', 'O+', 'Obesity', '2020-06-14', 'Charles Fernandez', 'Hall Lee Bailey, and', 'Blue Cross', 47516.520546428415, 356, 'Urgent', '2020-06-20', 'Lipitor', 'Normal'),
('laurA mYeRs', 61, 'Male', 'B+', 'Obesity', '2021-03-12', 'Kyle Williams MD', 'Brennan Bentley, and Hunter', 'Cigna', 41379.38261486649, 354, 'Urgent', '2021-03-25', 'Lipitor', 'Inconclusive'),
('Carol ReEd', 82, 'Male', 'AB+', 'Asthma', '2022-12-27', 'Susan Rios DDS', 'Mullins, Gray and Reed', 'UnitedHealthcare', 27481.33147848497, 411, 'Elective', '2023-01-12', 'Paracetamol', 'Abnormal'),
('JesSIcA caRtER', 51, 'Female', 'A-', 'Obesity', '2019-12-08', 'Sarah Ibarra', 'Anderson Group', 'Cigna', 32006.03156588805, 200, 'Urgent', '2020-01-05', 'Penicillin', 'Normal'),
('vANeSsa ScHaEFeR', 37, 'Female', 'A-', 'Arthritis', '2023-06-19', 'Jonathan Burns MD', 'Walsh, Howell and Jennings', 'UnitedHealthcare', 14405.939243142044, 312, 'Elective', '2023-07-14', 'Lipitor', 'Inconclusive'),
('MIgUeL GOmeZ', 51, 'Male', 'B+', 'Hypertension', '2019-05-10', 'Jennifer Miller', 'Haney-Marshall', 'UnitedHealthcare', 24691.249050914448, 484, 'Urgent', '2019-06-07', 'Penicillin', 'Normal'),
('linDa cARdeNas', 23, 'Male', 'A-', 'Asthma', '2021-06-11', 'Zachary Scott', 'Rich and Roach, King', 'Blue Cross', 47491.39238680917, 305, 'Elective', '2021-06-27', 'Ibuprofen', 'Abnormal'),
('annEtTE JAMES', 70, 'Male', 'B-', 'Asthma', '2019-10-27', 'Dennis Robbins', 'Johnson, and Petty Rubio', 'Blue Cross', 37861.50911059635, 428, 'Emergency', '2019-11-12', 'Lipitor', 'Normal'),
('sUSaN HuRLEY', 60, 'Female', 'B+', 'Cancer', '2022-08-27', 'Sean Rodgers', 'Morse, Hudson Williams and', 'Aetna', 22952.729823687056, 342, 'Elective', '2022-09-15', 'Penicillin', 'Normal'),
('carOLyN Wade', 45, 'Female', 'A+', 'Arthritis', '2019-08-08', 'Nathan Payne', 'Kane, and Dickson Schwartz', 'UnitedHealthcare', 2735.0315749023775, 497, 'Emergency', '2019-08-14', 'Penicillin', 'Inconclusive'),
('aNgeLA DelEon', 30, 'Male', 'A-', 'Arthritis', '2023-02-12', 'Kristina Gray', 'Inc Mccullough', 'Medicare', 37755.48077767574, 128, 'Elective', '2023-02-17', 'Paracetamol', 'Normal'),
('cAROLYN COoPer', 35, 'Male', 'A+', 'Hypertension', '2021-05-04', 'Regina Bryant', 'Taylor-Wong', 'Medicare', 2691.0490643340904, 338, 'Elective', '2021-05-10', 'Penicillin', 'Inconclusive'),
('reBEcca hARRIs', 51, 'Female', 'O+', 'Obesity', '2021-07-11', 'Karen Donovan', 'Avery-Roy', 'Aetna', 7897.287484905675, 335, 'Elective', '2021-07-28', 'Lipitor', 'Normal'),
('garY cUrtIS', 61, 'Male', 'A+', 'Diabetes', '2021-02-10', 'Amber Lopez', 'LLC Anderson', 'Medicare', 4446.342916829733, 345, 'Emergency', '2021-02-18', 'Lipitor', 'Inconclusive'),
('ryaN LIU', 52, 'Female', 'AB+', 'Diabetes', '2021-10-16', 'Vernon Diaz', 'Castaneda-Young', 'Blue Cross', 20852.146366162204, 380, 'Elective', '2021-11-04', 'Penicillin', 'Normal'),
('DenNiS MOrROw', 64, 'Female', 'B+', 'Diabetes', '2019-10-03', 'Luke Nunez', 'and Thomas Strong, Cook', 'UnitedHealthcare', 47701.4774328691, 109, 'Urgent', '2019-10-25', 'Lipitor', 'Inconclusive'),
('JEnNiFEr COOpER', 25, 'Male', 'A+', 'Obesity', '2020-04-26', 'Mary Williams', 'Wells-Price', 'Aetna', 49934.13796344043, 258, 'Elective', '2020-05-02', 'Aspirin', 'Abnormal'),
('JaCOB loPez', 76, 'Female', 'B-', 'Obesity', '2019-09-13', 'Gina Richards', 'Rios Ltd', 'Medicare', 17263.948978830806, 394, 'Emergency', '2019-09-19', 'Penicillin', 'Abnormal'),
('carOL McClain', 52, 'Female', 'B-', 'Diabetes', '2022-01-20', 'Julie West', 'Vincent-Hill', 'Aetna', 45274.39656060178, 102, 'Emergency', '2022-02-06', 'Penicillin', 'Inconclusive'),
('mIChaeL RiChArdsoN', 77, 'Male', 'B+', 'Obesity', '2023-10-14', 'Greg Scott', 'Brooks LLC', 'Medicare', 10057.915577642467, 130, 'Elective', '2023-11-04', 'Paracetamol', 'Abnormal'),
('MARK NGuYEn', 83, 'Male', 'A+', 'Diabetes', '2019-11-23', 'Tracy Serrano', 'Group Carpenter', 'Medicare', 36369.09117078097, 148, 'Urgent', '2019-11-26', 'Aspirin', 'Normal'),
('EriC COOk', 57, 'Female', 'B-', 'Cancer', '2023-12-05', 'Rhonda Gilbert', 'Henderson Carpenter and Barrett,', 'Blue Cross', 3548.051648233741, 431, 'Elective', '2023-12-31', 'Lipitor', 'Abnormal'),
('kRISTeN STEPheNS', 54, 'Male', 'B+', 'Arthritis', '2021-02-01', 'Penny Bryant', 'Mcdaniel-Walsh', 'UnitedHealthcare', 10011.290745005337, 145, 'Emergency', '2021-02-07', 'Lipitor', 'Inconclusive'),
('DaNa WAltoN', 62, 'Male', 'A-', 'Cancer', '2022-06-30', 'Edward Webster', 'Ross-Jones', 'Blue Cross', 14876.334221096442, 396, 'Urgent', '2022-07-01', 'Lipitor', 'Inconclusive'),
('Scott arNOLd', 37, 'Male', 'B-', 'Arthritis', '2023-11-09', 'Brandon Flores', 'Mathews, Smith and Moss', 'Medicare', 30294.651380458647, 216, 'Elective', '2023-11-29', 'Penicillin', 'Normal'),
('MEGan wHEEleR', 56, 'Female', 'B+', 'Hypertension', '2020-07-30', 'Courtney Crane', 'and Lawrence, Williams Thomas', 'Blue Cross', 45888.704857973666, 365, 'Elective', '2020-08-10', 'Paracetamol', 'Abnormal'),
('AaRON coX', 68, 'Female', 'O+', 'Arthritis', '2022-04-10', 'Eric Wallace', 'Wilkerson Group', 'UnitedHealthcare', 31958.396616157028, 203, 'Elective', '2022-04-19', 'Lipitor', 'Normal'),
('CassanDRA MArTineZ', 46, 'Male', 'A-', 'Obesity', '2020-01-02', 'Nicole Norton', 'Villanueva-Garcia', 'Medicare', 22645.786100995923, 169, 'Urgent', '2020-01-16', 'Paracetamol', 'Normal'),
('SHawn bROwn', 62, 'Male', 'B-', 'Hypertension', '2023-11-10', 'Angela Cunningham', 'Duffy-Bowman', 'Medicare', 21297.406511963552, 362, 'Emergency', '2023-12-01', 'Paracetamol', 'Abnormal'),
('SAnDRa WillIamSon', 49, 'Female', 'AB-', 'Diabetes', '2021-02-14', 'Jessica Morgan', 'Tyler-Velasquez', 'Cigna', 26432.160988256077, 402, 'Urgent', '2021-02-18', 'Aspirin', 'Inconclusive'),
('jenniFeR sTephEnS', 75, 'Male', 'B-', 'Hypertension', '2022-07-16', 'Shari Foster', 'James Inc', 'Cigna', 6336.708013776063, 428, 'Emergency', '2022-08-13', 'Ibuprofen', 'Normal'),
('stePHANIe ROdRigueZ', 40, 'Female', 'O+', 'Diabetes', '2023-05-15', 'Danielle Collins', 'Montgomery-Jones', 'Medicare', 31063.556789556795, 345, 'Elective', '2023-05-27', 'Penicillin', 'Normal'),
('CaROlIne mCinTyRe', 51, 'Female', 'AB+', 'Arthritis', '2020-04-30', 'Beth Mckenzie', 'Montgomery-Anthony', 'UnitedHealthcare', 10710.325720833795, 461, 'Urgent', '2020-05-22', 'Penicillin', 'Abnormal'),
('Mr. cAMeROn RoBINsoN', 64, 'Male', 'AB+', 'Asthma', '2021-01-12', 'Evan Johnson', 'Davis-Padilla', 'Blue Cross', 25066.521450249456, 454, 'Urgent', '2021-01-25', 'Ibuprofen', 'Abnormal'),
('taMmY pINEdA', 49, 'Female', 'O-', 'Arthritis', '2019-05-23', 'Wendy Rivera', 'Ellison-Hayden', 'Cigna', 13396.900169397839, 273, 'Emergency', '2019-06-02', 'Paracetamol', 'Normal'),
('nATaLiE aNdeRson', 74, 'Male', 'A+', 'Obesity', '2023-04-23', 'Cindy Maxwell', 'Long-Lee', 'Blue Cross', 29822.097860118054, 231, 'Emergency', '2023-05-09', 'Lipitor', 'Normal'),
('jAsminE RodrIgueZ', 66, 'Female', 'A-', 'Hypertension', '2022-12-07', 'Crystal Hays', 'Graves LLC', 'Medicare', 12025.347297207634, 434, 'Urgent', '2023-01-01', 'Aspirin', 'Abnormal'),
('deBRA MCkee', 52, 'Female', 'A-', 'Arthritis', '2020-10-25', 'Jay Barr', 'and Sons Dixon', 'Aetna', 33708.85754426482, 191, 'Elective', '2020-11-04', 'Lipitor', 'Abnormal'),
('sANDRa GReENe', 58, 'Female', 'B-', 'Obesity', '2021-04-08', 'Lisa Long', 'Clark, Garza Tate and', 'Cigna', 40825.084666764466, 231, 'Elective', '2021-05-01', 'Ibuprofen', 'Normal'),
('cRystAl MorRIS', 21, 'Male', 'B-', 'Arthritis', '2020-09-09', 'Brianna Kelly', 'Bates Inc', 'Aetna', 27345.455201931967, 371, 'Emergency', '2020-10-04', 'Aspirin', 'Inconclusive'),
('jaSoN pArKER', 69, 'Male', 'AB+', 'Arthritis', '2019-12-06', 'David Hanson', 'LLC Sanford', 'Aetna', 38751.79652054734, 439, 'Emergency', '2019-12-08', 'Ibuprofen', 'Inconclusive'),
('ROy JONEs', 47, 'Female', 'AB-', 'Asthma', '2023-02-16', 'David Stevens', 'and Harper Sons', 'Aetna', 6252.083556536573, 365, 'Elective', '2023-03-06', 'Penicillin', 'Inconclusive'),
('RIcHaRd aNDeRsoN', 51, 'Female', 'O-', 'Hypertension', '2023-09-12', 'Richard Ayala', 'Young Mcclain, Newman and', 'UnitedHealthcare', 18714.336997419712, 270, 'Emergency', '2023-10-12', 'Penicillin', 'Abnormal'),
('JenNIfEr FoSTer', 20, 'Female', 'A+', 'Cancer', '2019-11-21', 'Nathan Adams', 'Ray, Cain and Miller', 'Blue Cross', 14291.698915695883, 436, 'Elective', '2019-12-11', 'Ibuprofen', 'Inconclusive'),
('dEBBIE wILSOn', 38, 'Female', 'B-', 'Hypertension', '2019-07-14', 'Jennifer Munoz', 'Zamora-Rivers', 'Blue Cross', 38210.96495303578, 413, 'Elective', '2019-07-19', 'Lipitor', 'Inconclusive'),
('tRavIS flOreS', 70, 'Female', 'AB+', 'Obesity', '2019-10-03', 'Beth Brown', 'and Perez Smith, Kim', 'Aetna', 7074.792709264505, 339, 'Emergency', '2019-11-02', 'Paracetamol', 'Inconclusive'),
('emIly yOUNg', 73, 'Male', 'O-', 'Arthritis', '2019-07-04', 'Karen Jones', 'Johnson-Wilson', 'UnitedHealthcare', 35419.512965816204, 500, 'Elective', '2019-07-06', 'Penicillin', 'Abnormal'),
('sANDy halL', 44, 'Male', 'AB+', 'Hypertension', '2019-05-26', 'Seth Burnett', 'Delacruz-Chavez', 'Medicare', 3852.9471118220818, 328, 'Emergency', '2019-06-08', 'Paracetamol', 'Abnormal'),
('madIsOn WRigHT', 44, 'Female', 'A+', 'Obesity', '2021-12-12', 'Kevin Johnson', 'and Gonzalez, Warren Moore', 'Cigna', 48747.545185632844, 321, 'Elective', '2021-12-18', 'Paracetamol', 'Normal'),
('AMy manN', 54, 'Male', 'AB-', 'Hypertension', '2021-05-22', 'Julie Garza', 'Ramirez-Humphrey', 'Aetna', 40577.60119669361, 101, 'Urgent', '2021-06-01', 'Penicillin', 'Abnormal'),
('Jason stEELe', 45, 'Male', 'AB-', 'Diabetes', '2020-09-03', 'Brian Mack', 'and Sons Ford', 'UnitedHealthcare', 16648.547398710638, 424, 'Emergency', '2020-09-15', 'Aspirin', 'Normal'),
('PAmEla mIDdlEtoN', 18, 'Female', 'B-', 'Arthritis', '2022-03-30', 'Jennifer Johnson', 'and Wells, Thomas Kline', 'UnitedHealthcare', 38588.972562612595, 449, 'Urgent', '2022-04-13', 'Penicillin', 'Abnormal'),
('liSA JAcKsOn', 44, 'Male', 'B+', 'Hypertension', '2019-12-20', 'Joseph Barnes', 'Wood-Herring', 'Cigna', 32990.19438695822, 486, 'Elective', '2020-01-18', 'Ibuprofen', 'Normal'),
('SaMantHA PATEl', 28, 'Female', 'A+', 'Obesity', '2022-01-21', 'Daryl Cross', 'Wilkerson LLC', 'Medicare', 20115.755871914524, 236, 'Urgent', '2022-02-20', 'Paracetamol', 'Abnormal'),
('HeRberT RodRIGUEZ', 42, 'Male', 'A+', 'Obesity', '2020-05-19', 'Jonathan Edwards', 'Brown-Henry', 'Medicare', 5947.6896496546515, 196, 'Emergency', '2020-06-12', 'Aspirin', 'Inconclusive'),
('OliviA pOWELl', 61, 'Female', 'A+', 'Diabetes', '2024-02-20', 'Adam Hardy', 'Sheppard-Livingston', 'Cigna', 28281.34837878976, 477, 'Emergency', '2024-03-08', 'Penicillin', 'Abnormal'),
('SAmaNThA PERkins', 75, 'Female', 'AB-', 'Cancer', '2023-08-31', 'Robert Ashley', 'Golden PLC', 'Medicare', 30873.619909168832, 252, 'Elective', '2023-09-07', 'Ibuprofen', 'Inconclusive'),
('mIchaeL POtTs', 85, 'Male', 'A+', 'Hypertension', '2023-01-19', 'Mary Vaughn', 'and Perez, Bennett Townsend', 'Cigna', 9542.739708885467, 289, 'Emergency', '2023-01-28', 'Paracetamol', 'Abnormal'),
('KeRRy HErnANDEz', 74, 'Male', 'O-', 'Obesity', '2023-11-20', 'Steven Simmons', 'Johnson, and Benson Harris', 'Blue Cross', 32429.619126939684, 191, 'Emergency', '2023-12-17', 'Ibuprofen', 'Inconclusive'),
('jOSHUa reyEs', 59, 'Male', 'AB+', 'Obesity', '2021-07-28', 'Mrs. Jessica Martinez', 'and Clay, Morton Cunningham', 'Cigna', 5588.993884734703, 459, 'Urgent', '2021-08-03', 'Penicillin', 'Normal'),
('JeNniFER oRteGA', 49, 'Male', 'A-', 'Asthma', '2023-04-04', 'Erin Arias', 'Anderson-Estrada', 'UnitedHealthcare', 31497.55487513616, 265, 'Emergency', '2023-04-27', 'Lipitor', 'Inconclusive'),
('BrIttANY BRaun', 85, 'Female', 'B-', 'Obesity', '2020-08-11', 'Daniel Golden', 'and Sons Carlson', 'Cigna', 14283.015951009831, 138, 'Elective', '2020-08-24', 'Ibuprofen', 'Inconclusive'),
('daniel cHEn', 51, 'Female', 'B+', 'Hypertension', '2020-01-28', 'Anthony Malone', 'Gonzalez Inc', 'Cigna', 15422.042886846062, 154, 'Urgent', '2020-02-21', 'Ibuprofen', 'Inconclusive'),
('ErICA hart', 23, 'Male', 'AB+', 'Asthma', '2020-01-07', 'Charlotte Reyes MD', 'Schaefer-Hoffman', 'Cigna', 40309.277423601096, 219, 'Emergency', '2020-02-05', 'Penicillin', 'Inconclusive'),
('alIcIa scOTt', 26, 'Male', 'O-', 'Asthma', '2020-04-20', 'Miguel Green', 'Wilson Group', 'Aetna', 45916.32483386524, 301, 'Elective', '2020-05-17', 'Penicillin', 'Abnormal'),
('amandA aGUIrRE', 59, 'Female', 'AB+', 'Obesity', '2020-03-18', 'Frederick White', 'and Vargas Reynolds Evans,', 'Blue Cross', 41632.5248481026, 395, 'Elective', '2020-03-25', 'Penicillin', 'Normal'),
('mark hIcKs', 25, 'Female', 'AB-', 'Diabetes', '2020-06-18', 'Lisa Ruiz', 'Cantu and Tanner Rojas,', 'Medicare', 7437.418707997005, 412, 'Emergency', '2020-06-23', 'Paracetamol', 'Inconclusive'),
('TIMOtHy daVIS', 29, 'Male', 'O-', 'Cancer', '2023-07-15', 'Cody Rice', 'Thornton, Adams Mccarty and', 'Medicare', 38860.0208846444, 436, 'Elective', '2023-07-27', 'Aspirin', 'Abnormal'),
('LONNIE DomInguEZ', 25, 'Male', 'A-', 'Hypertension', '2023-10-02', 'April Foster', 'Cantrell-Griffith', 'Cigna', 6662.242853944213, 249, 'Urgent', '2023-10-24', 'Ibuprofen', 'Inconclusive'),
('KIMbERLY hALE', 61, 'Male', 'B-', 'Diabetes', '2021-01-13', 'Justin Russell', 'Martin Group', 'Cigna', 13074.215280133349, 147, 'Urgent', '2021-02-05', 'Aspirin', 'Inconclusive'),
('Dana WilLIAMsoN', 46, 'Male', 'A+', 'Hypertension', '2022-05-16', 'Daniel Thomas', 'and Sons Nelson', 'Aetna', 10443.206903000886, 408, 'Elective', '2022-05-31', 'Aspirin', 'Inconclusive'),
('mr. GEORGe BROwN jr.', 54, 'Male', 'AB-', 'Hypertension', '2019-10-22', 'Emily Williamson', 'Ramirez-Hill', 'Blue Cross', 20227.039404011666, 144, 'Emergency', '2019-11-01', 'Aspirin', 'Abnormal'),
('ALLEn cAmACho', 41, 'Male', 'A+', 'Obesity', '2019-08-09', 'Veronica Christian', 'Jackson-Butler', 'Medicare', 38779.20787465818, 268, 'Emergency', '2019-09-03', 'Paracetamol', 'Abnormal'),
('NATHan woOdS', 21, 'Female', 'O-', 'Asthma', '2023-12-30', 'Monica Odonnell', 'Miller-Avila', 'Aetna', 4561.664207285569, 357, 'Elective', '2024-01-27', 'Lipitor', 'Abnormal'),
('caTheriNe sMitH', 38, 'Female', 'AB+', 'Diabetes', '2022-07-11', 'Cody Berger', 'Reyes-Crawford', 'Medicare', 1656.548217052969, 176, 'Elective', '2022-08-03', 'Lipitor', 'Abnormal'),
('JerRy leE', 75, 'Male', 'AB+', 'Obesity', '2020-09-19', 'Jeffrey White', 'Marshall-Smith', 'Aetna', 28463.860985270854, 200, 'Emergency', '2020-10-06', 'Penicillin', 'Inconclusive'),
('AlexaNder COLEMan', 44, 'Male', 'B+', 'Cancer', '2019-09-06', 'Stacey Burgess', 'and Peterson Matthews Robinson,', 'UnitedHealthcare', 5268.690457465453, 142, 'Urgent', '2019-09-07', 'Ibuprofen', 'Inconclusive'),
('dAvid JENSEN', 23, 'Male', 'O-', 'Obesity', '2019-11-22', 'Ethan Spencer', 'Nelson PLC', 'Cigna', 24011.702249255784, 442, 'Emergency', '2019-12-22', 'Paracetamol', 'Inconclusive'),
('DeBORAH EVaNs', 45, 'Female', 'B-', 'Cancer', '2020-07-22', 'Jonathan Baker', 'Perez-Mitchell', 'Medicare', 18467.079449113528, 177, 'Elective', '2020-07-24', 'Penicillin', 'Abnormal'),
('ALEXaNdRIa coLon', 58, 'Male', 'B+', 'Cancer', '2022-03-01', 'Tonya Burton', 'Gross, Thompson Smith and', 'Aetna', 3782.741415790858, 134, 'Urgent', '2022-03-19', 'Paracetamol', 'Abnormal'),
('sAMUEL HANSOn', 34, 'Male', 'B-', 'Diabetes', '2023-03-01', 'Phillip Campos', 'Burch, Moore and Thompson', 'Aetna', 11921.659510698162, 355, 'Urgent', '2023-03-21', 'Ibuprofen', 'Inconclusive'),
('BryaN phILliPS', 54, 'Female', 'B+', 'Obesity', '2021-04-22', 'Billy Rodgers', 'Hamilton Group', 'Cigna', 16725.97958649695, 361, 'Urgent', '2021-05-11', 'Lipitor', 'Abnormal'),
('naThaN wileY', 29, 'Female', 'A+', 'Obesity', '2020-09-23', 'Sherri Campbell', 'Shaw LLC', 'Cigna', 39700.82412339778, 421, 'Urgent', '2020-09-25', 'Paracetamol', 'Inconclusive'),
('ALiShA muRpHy', 54, 'Female', 'A+', 'Cancer', '2023-01-08', 'Alex Neal', 'and Day, Lewis Coleman', 'Medicare', 2568.011966680983, 136, 'Emergency', '2023-01-19', 'Lipitor', 'Abnormal'),
('AMANdA lUcEro', 46, 'Male', 'AB-', 'Asthma', '2022-08-17', 'Mark Martin', 'Stone-Perez', 'Medicare', 15242.387178999255, 203, 'Elective', '2022-09-08', 'Paracetamol', 'Abnormal'),
('SHeIla SelLErs', 35, 'Female', 'AB+', 'Hypertension', '2021-06-15', 'James Smith', 'Ltd Foley', 'UnitedHealthcare', 31054.046064325597, 114, 'Urgent', '2021-06-25', 'Lipitor', 'Normal'),
('sUSaN Chan', 58, 'Female', 'AB+', 'Obesity', '2024-03-01', 'Amber Walker', 'Ward-Mayer', 'Blue Cross', 49118.59126152389, 114, 'Urgent', '2024-03-20', 'Lipitor', 'Inconclusive'),
('AnGEL MiTChelL', 36, 'Female', 'AB+', 'Hypertension', '2023-12-11', 'Laura Pena', 'and Martinez Sons', 'Medicare', 3235.5811559615513, 146, 'Elective', '2024-01-08', 'Aspirin', 'Normal'),
('DARleNE cohEN', 80, 'Female', 'B+', 'Arthritis', '2022-05-04', 'Tracy Wilson', 'Group Anderson', 'Medicare', 26052.024164818886, 379, 'Elective', '2022-05-05', 'Aspirin', 'Abnormal'),
('KrIStY ONeILl', 43, 'Male', 'A-', 'Arthritis', '2021-12-01', 'Michelle Cox', 'Garcia, and Marshall Maxwell', 'Blue Cross', 11095.401850594151, 288, 'Emergency', '2021-12-29', 'Paracetamol', 'Inconclusive'),
('sHErrI gArCia', 47, 'Female', 'B+', 'Hypertension', '2021-09-21', 'Marie Reed', 'Inc Martinez', 'Aetna', 10725.825462636272, 355, 'Elective', '2021-10-10', 'Ibuprofen', 'Abnormal'),
('MIChaEL wEber', 49, 'Female', 'B-', 'Hypertension', '2020-03-20', 'Philip Vaughn', 'Mcmahon Ortiz, Owens and', 'UnitedHealthcare', 30038.275975375996, 424, 'Elective', '2020-04-09', 'Ibuprofen', 'Abnormal'),
('BETh sChwaRTZ', 58, 'Male', 'AB-', 'Asthma', '2024-03-29', 'Kyle Montes', 'Williams-Saunders', 'UnitedHealthcare', 49446.45817935562, 108, 'Emergency', '2024-04-16', 'Lipitor', 'Abnormal'),
('cYnTHIA cLARKE', 40, 'Female', 'AB-', 'Obesity', '2024-03-12', 'Mr. Ronald Hoover', 'Spencer Ltd', 'Cigna', 5315.705616256563, 258, 'Emergency', '2024-03-25', 'Penicillin', 'Abnormal'),
('MArK GiLES', 44, 'Male', 'A-', 'Cancer', '2022-03-21', 'Daniel Hurley', 'Mathis-Schwartz', 'Blue Cross', 13928.280133899598, 113, 'Emergency', '2022-04-06', 'Penicillin', 'Inconclusive'),
('TAmara beltRaN', 38, 'Male', 'A+', 'Diabetes', '2020-07-23', 'Nicole Young', 'Romero-Ramsey', 'Aetna', 2744.4089100242636, 162, 'Emergency', '2020-08-09', 'Ibuprofen', 'Abnormal'),
('JOsEpH guTierReZ', 82, 'Male', 'A+', 'Obesity', '2024-03-10', 'Christopher Mills', 'Avery and Sons', 'Cigna', 27512.913169434043, 442, 'Emergency', '2024-04-07', 'Aspirin', 'Normal'),
('JAmiE jimeNEZ', 71, 'Male', 'A-', 'Arthritis', '2020-03-15', 'Richard Webster', 'Ltd Richardson', 'Blue Cross', 35854.08642252094, 172, 'Urgent', '2020-03-29', 'Lipitor', 'Abnormal'),
('chARles MUrPHY', 42, 'Male', 'A+', 'Diabetes', '2021-05-10', 'David Soto', 'and Sons Williams', 'Cigna', 2784.0205310263505, 241, 'Urgent', '2021-05-16', 'Penicillin', 'Abnormal'),
('CArLOS lOPEz', 38, 'Female', 'O+', 'Diabetes', '2020-12-29', 'Michael Paul', 'Carter-Reyes', 'UnitedHealthcare', 2547.9125314238745, 322, 'Elective', '2021-01-07', 'Penicillin', 'Inconclusive'),
('joHnnY IrWIN', 84, 'Male', 'B-', 'Arthritis', '2020-03-23', 'Robert Gregory', 'LLC Gray', 'Aetna', 29992.53616434469, 456, 'Urgent', '2020-03-29', 'Aspirin', 'Normal'),
('SCOTT wERNeR', 64, 'Female', 'O-', 'Hypertension', '2023-07-13', 'Ashley Lane', 'Gonzalez Anderson Jacobson, and', 'Aetna', 4018.0168763200045, 415, 'Emergency', '2023-07-25', 'Ibuprofen', 'Abnormal'),
('TeRRi stEWart', 57, 'Female', 'AB-', 'Asthma', '2023-07-20', 'Jennifer Brown', 'Miller Massey Lopez, and', 'Aetna', 20508.588956594478, 261, 'Urgent', '2023-08-02', 'Ibuprofen', 'Inconclusive'),
('dAVId DaviS', 54, 'Male', 'B+', 'Diabetes', '2020-02-14', 'Kristen Aguirre', 'Taylor Walsh Hawkins, and', 'Blue Cross', 25648.04376360948, 424, 'Urgent', '2020-03-01', 'Paracetamol', 'Normal'),
('StEpheN HaRRIS', 44, 'Male', 'B-', 'Arthritis', '2023-05-28', 'Kathryn Trevino', 'LLC Brown', 'Blue Cross', 19691.42068551724, 264, 'Elective', '2023-06-22', 'Aspirin', 'Inconclusive'),
('briDgeT Adams', 78, 'Female', 'B-', 'Cancer', '2022-06-12', 'Amanda Ramos', 'Nelson-Wong', 'Cigna', 10311.936172730693, 211, 'Urgent', '2022-06-27', 'Penicillin', 'Inconclusive'),
('MIchAEL MortON', 63, 'Female', 'A+', 'Cancer', '2023-12-12', 'Mr. William Decker', 'LLC Berry', 'Medicare', 17733.95499235498, 114, 'Elective', '2023-12-13', 'Lipitor', 'Normal'),
('MIchElLE LIU', 66, 'Female', 'B-', 'Hypertension', '2023-11-06', 'Michael Grant', 'Anderson-Jenkins', 'Cigna', 10521.471930248821, 288, 'Emergency', '2023-11-12', 'Lipitor', 'Inconclusive'),
('ReGina bRIght', 75, 'Male', 'AB-', 'Arthritis', '2023-05-16', 'Megan Jones', 'Wells and Sons', 'Blue Cross', 29910.90550030745, 400, 'Elective', '2023-05-30', 'Penicillin', 'Abnormal'),
('SaMuel decKEr', 36, 'Male', 'O-', 'Diabetes', '2022-10-12', 'Mr. Andrew Hall Jr.', 'Allen, Williams and Phillips', 'Cigna', 26612.008450387897, 377, 'Elective', '2022-10-14', 'Aspirin', 'Normal'),
('pAuL wRiGHt', 18, 'Female', 'AB+', 'Diabetes', '2023-12-30', 'Joseph Hernandez', 'Gonzalez-Cummings', 'Aetna', 25858.43752096273, 324, 'Elective', '2024-01-14', 'Penicillin', 'Normal'),
('brIAN OlSOn', 49, 'Male', 'B+', 'Hypertension', '2024-02-26', 'Bryan Brock', 'and Richardson Webster Smith,', 'Aetna', 22069.596567641245, 142, 'Elective', '2024-03-09', 'Paracetamol', 'Normal'),
('TRaCEy harRiSOn', 22, 'Female', 'B+', 'Asthma', '2021-11-07', 'Austin Henderson', 'Hudson-Flores', 'Cigna', 43117.658482416904, 458, 'Emergency', '2021-11-26', 'Penicillin', 'Abnormal'),
('ERiKa joHNsoN', 72, 'Female', 'B+', 'Hypertension', '2020-02-03', 'Jessica Bruce MD', 'Inc Rios', 'Cigna', 3718.548170373284, 304, 'Urgent', '2020-02-04', 'Aspirin', 'Normal'),
('PEteR CuNnInghAm', 46, 'Female', 'B+', 'Arthritis', '2019-07-05', 'Kenneth Green', 'PLC Thompson', 'Blue Cross', 18788.14423379989, 267, 'Emergency', '2019-07-20', 'Lipitor', 'Inconclusive'),
('sIErrA whITe', 50, 'Male', 'O-', 'Asthma', '2021-11-13', 'Shelley Garcia', 'Rosario Wells, Roberts and', 'Cigna', 39089.86606134463, 466, 'Urgent', '2021-11-23', 'Penicillin', 'Abnormal'),
('eDdIe rUSsO dVm', 61, 'Male', 'B+', 'Diabetes', '2019-08-15', 'Justin Douglas', 'Ramirez-Taylor', 'Blue Cross', 47594.474842407755, 145, 'Elective', '2019-09-09', 'Paracetamol', 'Abnormal'),
('yvEtte tuRnER', 40, 'Male', 'O+', 'Asthma', '2023-07-19', 'William Faulkner', 'Murphy-Mason', 'Aetna', 19261.510849833132, 203, 'Emergency', '2023-08-14', 'Paracetamol', 'Normal'),
('jameS cHArLes', 34, 'Male', 'A-', 'Diabetes', '2023-04-06', 'Stephanie Davis', 'Edwards Johnson, and Burgess', 'Medicare', 6578.0290575360805, 162, 'Emergency', '2023-05-06', 'Ibuprofen', 'Inconclusive'),
('ALexis ALlEn', 71, 'Female', 'AB+', 'Arthritis', '2019-10-08', 'Ronald Parker', 'LLC Spears', 'Blue Cross', 38435.44775670372, 340, 'Elective', '2019-10-28', 'Penicillin', 'Abnormal'),
('stephAnIe martIN', 61, 'Male', 'A+', 'Obesity', '2020-08-10', 'Kevin Tucker', 'Perez-Smith', 'Aetna', 29810.04691793525, 346, 'Emergency', '2020-09-06', 'Penicillin', 'Normal'),
('SHelBy AndeRson', 24, 'Male', 'A+', 'Asthma', '2019-09-26', 'Katrina Allen', 'and Sons Mcbride', 'Blue Cross', 4808.820311548971, 415, 'Emergency', '2019-10-14', 'Ibuprofen', 'Normal'),
('aBIGail FarmEr', 28, 'Male', 'O+', 'Cancer', '2021-02-11', 'Alicia Lopez', 'Sons and Chapman', 'Cigna', 38365.87278022852, 183, 'Urgent', '2021-02-19', 'Lipitor', 'Abnormal'),
('chrIStINa MiLLER', 21, 'Female', 'O+', 'Arthritis', '2019-09-05', 'Stephen Lopez', 'Cole-Davila', 'Blue Cross', 45540.09554432138, 394, 'Elective', '2019-09-29', 'Lipitor', 'Inconclusive'),
('MAtTHew wYAtt', 40, 'Female', 'B+', 'Asthma', '2021-03-01', 'Alexandra Sims', 'Pearson, and Lynch Oconnor', 'Cigna', 31444.08804062214, 124, 'Urgent', '2021-03-20', 'Penicillin', 'Abnormal'),
('dAvID MOnTOYa', 57, 'Male', 'A-', 'Cancer', '2024-04-19', 'Andrea Lee', 'Rivera-Peck', 'Medicare', 37194.263984150224, 278, 'Urgent', '2024-05-14', 'Ibuprofen', 'Abnormal'),
('eRic ParK', 47, 'Female', 'AB+', 'Cancer', '2023-04-27', 'Olivia Anderson', 'Hess-White', 'Blue Cross', 12422.755415474809, 355, 'Elective', '2023-05-03', 'Lipitor', 'Normal'),
('lOrI trEVinO', 59, 'Male', 'O+', 'Cancer', '2022-07-06', 'Michelle Barnett', 'Fox and Moreno Williams,', 'Aetna', 8024.4100528891, 451, 'Elective', '2022-07-26', 'Aspirin', 'Inconclusive'),
('dWaYNe CASTIllO', 33, 'Female', 'O-', 'Arthritis', '2020-10-31', 'Johnathan Mcmahon', 'Johnson-Estrada', 'Blue Cross', 13034.07550278909, 300, 'Urgent', '2020-11-18', 'Penicillin', 'Normal'),
('kRIStInE mcCALl', 58, 'Female', 'B-', 'Cancer', '2023-09-08', 'Deborah Lawson', 'Rivera-Mosley', 'Cigna', 37903.29004442361, 421, 'Elective', '2023-09-22', 'Lipitor', 'Normal'),
('jOsepH SelLeRs', 39, 'Female', 'O-', 'Cancer', '2022-11-20', 'Diana Boyd', 'Diaz Smith Johnson, and', 'Blue Cross', 45913.165905601694, 398, 'Emergency', '2022-12-19', 'Paracetamol', 'Abnormal'),
('dR. DONalD AndersON', 30, 'Male', 'O-', 'Arthritis', '2020-07-04', 'Crystal Ritter', 'Harris-Ingram', 'UnitedHealthcare', 30468.263381854787, 378, 'Emergency', '2020-08-02', 'Lipitor', 'Normal'),
('VicToRiA WiLLiAMS', 27, 'Male', 'B+', 'Asthma', '2023-06-24', 'Carla Mcneil', 'and Esparza Sons', 'Blue Cross', 50202.20784782312, 198, 'Urgent', '2023-07-13', 'Aspirin', 'Abnormal'),
('anna jONEs', 39, 'Female', 'O-', 'Hypertension', '2020-10-06', 'Peggy Nunez', 'Hunt Sons and', 'Cigna', 2104.377396319978, 260, 'Elective', '2020-10-14', 'Penicillin', 'Normal'),
('mR. RobeRT DaVIS', 76, 'Female', 'B+', 'Cancer', '2023-03-16', 'Kenneth White', 'LLC Hernandez', 'Aetna', 43206.22411103365, 441, 'Emergency', '2023-04-02', 'Aspirin', 'Inconclusive'),
('jeFfrEY HALl', 62, 'Male', 'O-', 'Arthritis', '2019-09-16', 'Leonard Alvarez', 'Perez-Smith', 'Blue Cross', 10622.282543736745, 199, 'Urgent', '2019-09-21', 'Lipitor', 'Abnormal'),
('tERrY GRAvEs', 71, 'Male', 'O-', 'Asthma', '2021-04-10', 'Henry Rogers', 'Foster Lamb, Graham and', 'Medicare', 10659.608812944593, 170, 'Elective', '2021-04-18', 'Ibuprofen', 'Abnormal'),
('JErome MorAles', 67, 'Male', 'B-', 'Diabetes', '2019-07-21', 'George Smith', 'Sanchez LLC', 'Cigna', 10919.110952687648, 288, 'Elective', '2019-08-17', 'Penicillin', 'Normal'),
('kEith ROdRiGuez', 34, 'Female', 'A+', 'Cancer', '2021-12-14', 'Anthony Anderson', 'Fox-Anthony', 'Medicare', 8407.48879202866, 425, 'Urgent', '2021-12-21', 'Ibuprofen', 'Abnormal'),
('tAmARA davENpOrT', 31, 'Male', 'O-', 'Cancer', '2023-09-19', 'Meghan Bailey', 'Fuentes Knight, Sandoval and', 'Aetna', 32926.23354032229, 459, 'Emergency', '2023-10-16', 'Lipitor', 'Inconclusive'),
('JOnatHAN SiMON', 25, 'Male', 'A-', 'Cancer', '2024-01-27', 'Jason Phillips', 'Hudson-Williams', 'Aetna', 48004.97467879295, 416, 'Emergency', '2024-02-26', 'Paracetamol', 'Normal'),
('HolLY ARMsTrOnG', 33, 'Female', 'O-', 'Arthritis', '2020-04-03', 'Bailey Ibarra', 'Lowery, Dunn Anderson and', 'Cigna', 28452.783487972167, 180, 'Elective', '2020-05-03', 'Aspirin', 'Inconclusive'),
('rONaLd bAnKs', 61, 'Female', 'AB+', 'Hypertension', '2020-04-16', 'Kelsey Simpson', 'Mullen-Hernandez', 'Medicare', 20651.61483914353, 470, 'Urgent', '2020-04-22', 'Aspirin', 'Abnormal'),
('rYAn BRadforD DDS', 42, 'Female', 'O+', 'Hypertension', '2019-08-23', 'Sarah Guerra', 'Herman, Liu and Hill', 'Cigna', 31822.730852999222, 370, 'Emergency', '2019-09-05', 'Lipitor', 'Abnormal'),
('jaNICE hAlL', 44, 'Male', 'AB-', 'Diabetes', '2021-07-01', 'Tony Matthews', 'Davis White, Flores and', 'UnitedHealthcare', 21856.73825465747, 482, 'Elective', '2021-07-23', 'Paracetamol', 'Inconclusive'),
('JaCOB mcDOnaLD', 18, 'Female', 'B+', 'Obesity', '2022-08-21', 'David Gonzalez', 'Williams-Jones', 'Medicare', 45326.91486009209, 260, 'Emergency', '2022-09-04', 'Ibuprofen', 'Abnormal'),
('GlENN maSSeY', 51, 'Male', 'A-', 'Cancer', '2020-08-06', 'Michael Villanueva', 'Inc Holloway', 'UnitedHealthcare', 25152.2938878587, 103, 'Emergency', '2020-08-26', 'Lipitor', 'Abnormal'),
('SAndrA mURray', 26, 'Female', 'AB+', 'Diabetes', '2022-01-16', 'Alan Cain', 'Phillips Jones and Wu,', 'Cigna', 37544.80370774198, 430, 'Elective', '2022-02-10', 'Lipitor', 'Inconclusive'),
('maRK wiLLIaMs', 44, 'Male', 'O-', 'Diabetes', '2021-08-02', 'Melissa Turner', 'Wilson and Lopez, Molina', 'UnitedHealthcare', 35487.51240836809, 190, 'Urgent', '2021-08-04', 'Penicillin', 'Abnormal'),
('stEPHAnie rEid dvm', 56, 'Female', 'AB+', 'Obesity', '2020-03-17', 'Alexander Robles', 'Jones-Garrett', 'Blue Cross', 2076.325536040692, 265, 'Emergency', '2020-04-13', 'Aspirin', 'Inconclusive'),
('sEth BArTleTt ii', 24, 'Male', 'AB+', 'Obesity', '2020-07-23', 'Joseph Carr', 'and Brown, James Green', 'Medicare', 35312.30148110295, 314, 'Emergency', '2020-08-03', 'Penicillin', 'Normal'),
('jerEmY rIcH', 39, 'Male', 'O-', 'Hypertension', '2022-07-22', 'David Poole', 'Meadows and Nelson, Owen', 'Cigna', 13869.78852265716, 314, 'Urgent', '2022-07-24', 'Aspirin', 'Abnormal'),
('eLIZAbeTh MiLLEr', 53, 'Male', 'O-', 'Hypertension', '2020-08-08', 'Cynthia Thomas', 'Sons and Gallegos', 'Aetna', 36107.40314003419, 363, 'Emergency', '2020-08-21', 'Ibuprofen', 'Normal'),
('ErIn MaRtiN', 21, 'Male', 'O-', 'Asthma', '2023-09-29', 'Rebecca Reed', 'Davis Group', 'Blue Cross', 41208.16758852043, 359, 'Emergency', '2023-10-06', 'Paracetamol', 'Normal'),
('FRaNK HESS', 82, 'Female', 'B-', 'Cancer', '2022-01-05', 'Steven Boyle', 'Herrera Group', 'Aetna', 14292.065792099454, 420, 'Urgent', '2022-01-08', 'Ibuprofen', 'Abnormal'),
('pAul Rogers', 61, 'Female', 'AB-', 'Cancer', '2020-06-22', 'Bryan Wu', 'Juarez-Weiss', 'Aetna', 17722.961078711647, 221, 'Emergency', '2020-07-20', 'Ibuprofen', 'Abnormal'),
('JEnNiFEr edWArDS', 59, 'Female', 'AB-', 'Obesity', '2019-10-26', 'James Quinn', 'Dawson-Jones', 'Aetna', 21125.32197863222, 264, 'Elective', '2019-10-29', 'Lipitor', 'Normal'),
('BRian halL', 51, 'Female', 'O+', 'Arthritis', '2024-02-21', 'Ryan Rich', 'Hickman Group', 'UnitedHealthcare', 5164.553856335374, 470, 'Urgent', '2024-03-19', 'Paracetamol', 'Abnormal'),
('kIMbERly WILLIamS', 43, 'Male', 'AB+', 'Hypertension', '2023-01-07', 'James Robinson', 'Herman-Ewing', 'UnitedHealthcare', 2162.607297082759, 256, 'Emergency', '2023-01-08', 'Ibuprofen', 'Abnormal'),
('IsAaC MENdeZ', 79, 'Male', 'B+', 'Cancer', '2023-09-21', 'Edwin Sparks', 'Gutierrez Inc', 'Blue Cross', 2675.2306094658443, 389, 'Emergency', '2023-10-01', 'Penicillin', 'Normal'),
('SarAh SmitH', 79, 'Female', 'B-', 'Arthritis', '2022-12-07', 'Tyler Parsons', 'Hurley-Gill', 'Aetna', 44918.3237999027, 217, 'Emergency', '2022-12-21', 'Lipitor', 'Abnormal'),
('dAniEl Wolf', 49, 'Male', 'O+', 'Obesity', '2022-12-13', 'Kirk Rich II', 'Dillon PLC', 'Medicare', 6327.801026225114, 371, 'Emergency', '2022-12-28', 'Aspirin', 'Abnormal'),
('RobeRT RoSS', 68, 'Female', 'O-', 'Hypertension', '2022-11-16', 'Andrew Neal', 'Murphy, and Garcia Jones', 'Blue Cross', 29526.321525099618, 384, 'Elective', '2022-11-21', 'Aspirin', 'Inconclusive'),
('DOuglAS fosTEr', 69, 'Female', 'O+', 'Asthma', '2019-06-19', 'Susan Silva', 'Ramsey-Thomas', 'Medicare', 38989.5337611512, 165, 'Elective', '2019-07-17', 'Penicillin', 'Inconclusive'),
('LOuIS LoWERY', 49, 'Female', 'B+', 'Obesity', '2023-01-29', 'Lynn York', 'Miller and Sons', 'Blue Cross', 33395.103661600544, 490, 'Emergency', '2023-02-18', 'Ibuprofen', 'Normal'),
('JESsICA Tyler', 27, 'Female', 'O-', 'Cancer', '2023-11-30', 'Ellen Bush', 'Chung Herrera, and Pollard', 'Cigna', 20258.780318593508, 491, 'Elective', '2023-12-12', 'Paracetamol', 'Abnormal'),
('wiLLiAm davIES', 73, 'Male', 'A+', 'Obesity', '2021-03-26', 'Anthony Smith', 'and Hernandez Waters, Cruz', 'Medicare', 43050.831382215394, 340, 'Urgent', '2021-04-20', 'Penicillin', 'Abnormal'),
('JeSSICA rEyeS', 42, 'Female', 'AB+', 'Diabetes', '2021-08-21', 'Mary Schwartz', 'Schmidt Sons and', 'Cigna', 37284.049708777886, 283, 'Elective', '2021-09-03', 'Paracetamol', 'Abnormal'),
('dAnIEl JoneS', 59, 'Female', 'O-', 'Cancer', '2024-01-03', 'Victoria Osborne', 'and Carroll Orr Kelly,', 'Blue Cross', 42434.776861682854, 494, 'Urgent', '2024-01-25', 'Lipitor', 'Abnormal'),
('PAUla moRaLes', 20, 'Female', 'A+', 'Hypertension', '2024-03-23', 'Regina Glass', 'Smith and Rose Rivera,', 'UnitedHealthcare', 38570.126407427975, 487, 'Emergency', '2024-04-21', 'Penicillin', 'Abnormal'),
('DAvId spEArS', 61, 'Female', 'A+', 'Cancer', '2022-12-03', 'Craig Ray', 'Odonnell-Watts', 'Medicare', 22108.97199939267, 334, 'Emergency', '2022-12-10', 'Paracetamol', 'Inconclusive'),
('ScoTT bErRY', 50, 'Male', 'B+', 'Asthma', '2021-09-25', 'Carlos Steele', 'Inc Roberts', 'UnitedHealthcare', 40783.15030366935, 366, 'Urgent', '2021-10-23', 'Penicillin', 'Inconclusive'),
('dAltON NGuYEN', 29, 'Female', 'B-', 'Asthma', '2020-08-23', 'Michael Pugh', 'LLC Chaney', 'Cigna', 28296.1834997073, 490, 'Emergency', '2020-08-26', 'Ibuprofen', 'Normal'),
('SCoTT clARK', 44, 'Male', 'B+', 'Asthma', '2020-09-18', 'Mark Mccarthy', 'Hutchinson, Wilson Daniel and', 'Cigna', 46950.58325788335, 384, 'Elective', '2020-10-16', 'Penicillin', 'Inconclusive');
INSERT INTO `healthcare_dataset` (`Name`, `Age`, `Gender`, `BloodType`, `MedicalCondition`, `DateofAdmission`, `Doctor`, `Hospital`, `InsuranceProvider`, `BillingAmount`, `RoomNumber`, `AdmissionType`, `DischargeDate`, `Medication`, `TestResults`) VALUES
('JaMIE bAKEr', 37, 'Female', 'AB+', 'Diabetes', '2022-08-01', 'Shane Green', 'Davis-Martin', 'UnitedHealthcare', 41548.150825872544, 157, 'Elective', '2022-08-30', 'Lipitor', 'Inconclusive'),
('couRTnEy pAtrick', 79, 'Female', 'AB-', 'Hypertension', '2020-01-11', 'Hayley Payne', 'and Thompson Cook Wiggins,', 'Cigna', 43277.564493659804, 214, 'Urgent', '2020-01-25', 'Penicillin', 'Inconclusive'),
('wILLiAm waRE', 18, 'Male', 'AB+', 'Hypertension', '2020-10-16', 'Christopher Sharp', 'Baldwin PLC', 'Cigna', 41248.13083781064, 125, 'Elective', '2020-10-17', 'Lipitor', 'Abnormal'),
('AmBer andeRSoN', 25, 'Female', 'A+', 'Cancer', '2024-04-29', 'Joseph Chandler', 'Heath-Brown', 'UnitedHealthcare', 6162.345959478175, 332, 'Emergency', '2024-05-19', 'Aspirin', 'Inconclusive'),
('caSey joHNson', 64, 'Female', 'O+', 'Cancer', '2022-07-05', 'Brandi Elliott', 'Mendez, and Smith Munoz', 'Blue Cross', 45208.33769440676, 243, 'Urgent', '2022-07-06', 'Lipitor', 'Abnormal'),
('ZAcHaRY ColLins', 23, 'Male', 'B+', 'Diabetes', '2019-08-27', 'Brian Fox', 'Inc Daugherty', 'Aetna', 36324.5234754365, 377, 'Emergency', '2019-09-15', 'Paracetamol', 'Normal'),
('ZACHArY rEed', 57, 'Male', 'A-', 'Hypertension', '2024-03-10', 'Paul Coleman', 'Gonzalez LLC', 'Medicare', 46084.673768960245, 224, 'Urgent', '2024-03-22', 'Penicillin', 'Abnormal'),
('CHRisTOPHer wEiss', 49, 'Female', 'AB-', 'Asthma', '2023-02-16', 'Kelly Thompson', 'Hunter-Hughes', 'Aetna', -1018.2453712282881, 204, 'Elective', '2023-03-09', 'Penicillin', 'Inconclusive'),
('CHArleS sTrong', 49, 'Female', 'O-', 'Diabetes', '2024-04-25', 'Corey Perez', 'and Woods, Rodriguez Williams', 'Aetna', 6657.347141431693, 415, 'Elective', '2024-05-14', 'Penicillin', 'Abnormal'),
('kathErINE KeLLY', 65, 'Female', 'B-', 'Asthma', '2023-09-25', 'Blake Phillips', 'Lowery-Howard', 'UnitedHealthcare', 39357.45973990502, 409, 'Urgent', '2023-10-13', 'Lipitor', 'Normal'),
('chrIstOPhEr heNdERSon', 59, 'Female', 'AB-', 'Arthritis', '2022-09-12', 'Nicole Phelps', 'Colon-Leon', 'Cigna', 23154.638501228863, 418, 'Emergency', '2022-09-21', 'Aspirin', 'Normal'),
('jOsEPh bROWn', 82, 'Male', 'O+', 'Diabetes', '2019-06-30', 'Lorraine Powers', 'Boyle-Woods', 'UnitedHealthcare', 6653.591560493032, 449, 'Emergency', '2019-07-22', 'Penicillin', 'Normal'),
('josEpH SAncHEz', 31, 'Male', 'B-', 'Diabetes', '2023-02-12', 'Michael Colon', 'and Graham Morris, Gonzales', 'Cigna', 15327.742159513227, 397, 'Urgent', '2023-02-27', 'Penicillin', 'Inconclusive'),
('KYle pEREz', 63, 'Female', 'AB-', 'Obesity', '2020-01-23', 'Taylor Sullivan', 'Tucker-Moyer', 'Cigna', 31457.797306905242, 316, 'Elective', '2020-02-01', 'Aspirin', 'Normal'),
('EdUaRdO hOuSTOn', 78, 'Male', 'AB+', 'Asthma', '2022-11-25', 'Natalie Howell', 'Sons and Stephenson', 'Aetna', 21875.083323925453, 137, 'Elective', '2022-12-11', 'Penicillin', 'Inconclusive'),
('lORi roACh', 25, 'Female', 'A+', 'Diabetes', '2021-02-10', 'Lonnie Duncan', 'Hernandez PLC', 'Aetna', 49635.306520601654, 138, 'Elective', '2021-02-17', 'Lipitor', 'Normal'),
('ErIc bUtleR', 66, 'Male', 'AB-', 'Cancer', '2023-01-30', 'Bruce Rivera', 'Dougherty Group', 'Medicare', 41413.809391901515, 323, 'Emergency', '2023-02-27', 'Ibuprofen', 'Inconclusive'),
('jEfFREY bROWn', 58, 'Male', 'O+', 'Arthritis', '2019-08-24', 'Jordan Shannon', 'Morgan Zimmerman, Matthews and', 'Aetna', 16352.586277940994, 478, 'Urgent', '2019-09-17', 'Aspirin', 'Normal'),
('ThOmAs hAAS', 28, 'Female', 'A+', 'Arthritis', '2024-02-05', 'Cindy Jones', 'Jimenez-Huff', 'UnitedHealthcare', 1805.522805709396, 205, 'Urgent', '2024-02-06', 'Penicillin', 'Normal'),
('kelLY tURner', 18, 'Female', 'O+', 'Arthritis', '2021-08-30', 'Reginald Mckinney', 'Stevenson-Chen', 'Blue Cross', 38363.26126897195, 286, 'Emergency', '2021-09-25', 'Penicillin', 'Inconclusive'),
('lANce SiMPsOn', 46, 'Female', 'B+', 'Asthma', '2022-01-07', 'Tiffany Hunt', 'Parker-White', 'Cigna', 32746.556374725184, 416, 'Urgent', '2022-01-25', 'Ibuprofen', 'Normal'),
('jeffrey GReeN', 44, 'Male', 'AB+', 'Arthritis', '2023-09-08', 'Frank Pierce', 'Vang Schneider and Torres,', 'Cigna', 36649.32428030984, 114, 'Elective', '2023-10-06', 'Aspirin', 'Inconclusive'),
('ErIc cOLlInS', 52, 'Female', 'B+', 'Cancer', '2021-10-07', 'Olivia White', 'Booth-Williams', 'UnitedHealthcare', 3288.1258786564226, 215, 'Elective', '2021-10-10', 'Paracetamol', 'Abnormal'),
('brIanNa wiLlIaMs', 24, 'Female', 'B+', 'Cancer', '2020-02-29', 'Laura Hill', 'Gray-Black', 'UnitedHealthcare', 32993.49239890726, 151, 'Urgent', '2020-03-17', 'Lipitor', 'Normal'),
('RoBerT gRavEs', 53, 'Male', 'A+', 'Obesity', '2019-08-06', 'Angela Rogers', 'Johnson-Garcia', 'UnitedHealthcare', 3338.2155112066584, 362, 'Emergency', '2019-09-03', 'Lipitor', 'Normal'),
('CINDy wiLLIamS', 46, 'Female', 'A-', 'Obesity', '2019-08-06', 'James Smith', 'Salinas Terrell Villanueva, and', 'Blue Cross', 21401.521057715563, 292, 'Urgent', '2019-08-09', 'Penicillin', 'Abnormal'),
('VIcToR sULLivan', 72, 'Female', 'O+', 'Asthma', '2021-12-06', 'Brian Cooper', 'Phelps Group', 'Blue Cross', 35828.31950223647, 248, 'Emergency', '2021-12-12', 'Aspirin', 'Inconclusive'),
('Frank SCotT', 54, 'Female', 'A-', 'Asthma', '2020-05-19', 'Jonathan Jimenez', 'Harrison and Erickson, Barnett', 'UnitedHealthcare', 14171.989713082823, 297, 'Elective', '2020-06-11', 'Paracetamol', 'Inconclusive'),
('Mark BRaDShaw', 73, 'Male', 'AB+', 'Hypertension', '2019-12-27', 'Ashley Bishop', 'Fischer Ltd', 'Medicare', 30283.174586610003, 311, 'Emergency', '2019-12-29', 'Lipitor', 'Abnormal'),
('JeSSicA duNn', 69, 'Female', 'AB-', 'Cancer', '2022-06-04', 'Charles Harris', 'Rhodes-Kelly', 'Cigna', 31419.11937249911, 201, 'Urgent', '2022-06-13', 'Penicillin', 'Normal'),
('KELsEy foX', 32, 'Male', 'O+', 'Diabetes', '2023-01-18', 'Brandon Richardson', 'Tate Pierce and Jackson,', 'Aetna', 23734.854011553456, 394, 'Emergency', '2023-02-03', 'Penicillin', 'Normal'),
('MarY RICE', 29, 'Male', 'B+', 'Diabetes', '2023-07-25', 'Shane Wong', 'Inc Daniel', 'Aetna', 45417.64234673354, 167, 'Elective', '2023-07-28', 'Lipitor', 'Inconclusive'),
('RACHeL jaCKSON', 82, 'Female', 'A+', 'Arthritis', '2020-07-17', 'Michael Oliver', 'and Roberson Lee Young,', 'Blue Cross', 12822.78328714365, 356, 'Urgent', '2020-08-09', 'Lipitor', 'Inconclusive'),
('leah FRederICk', 19, 'Male', 'O-', 'Obesity', '2023-02-03', 'John Cooper', 'Giles-Miller', 'Aetna', 25856.220204486082, 441, 'Emergency', '2023-02-23', 'Lipitor', 'Abnormal'),
('COnnOr ODoNNell', 63, 'Male', 'A-', 'Arthritis', '2021-11-27', 'Daniel Freeman', 'Martinez, and Snyder Hill', 'UnitedHealthcare', 10443.677769777873, 125, 'Elective', '2021-12-08', 'Penicillin', 'Normal'),
('clAUdIa DoWNS', 38, 'Male', 'A-', 'Hypertension', '2020-08-18', 'Adriana Gould', 'Barber-Page', 'Blue Cross', 40606.45848272725, 496, 'Emergency', '2020-08-24', 'Paracetamol', 'Inconclusive'),
('wIlliaM LaNG', 74, 'Male', 'B+', 'Diabetes', '2019-07-06', 'Amanda Hall', 'and Hess Delgado Foster,', 'Medicare', 32535.448366090404, 359, 'Emergency', '2019-08-02', 'Lipitor', 'Normal'),
('LIsA MORAn', 38, 'Male', 'B-', 'Asthma', '2024-02-17', 'Michael Mcbride', 'Johnson-Holland', 'UnitedHealthcare', 34557.288636349294, 174, 'Emergency', '2024-02-19', 'Lipitor', 'Normal'),
('rUBeN BUrTOn', 53, 'Male', 'AB-', 'Arthritis', '2021-09-06', 'Deborah Wise', 'and Gonzales Dunn, Camacho', 'Aetna', 35116.71047195745, 142, 'Emergency', '2021-10-05', 'Paracetamol', 'Normal'),
('bRANdon sMith', 36, 'Male', 'AB+', 'Diabetes', '2021-12-17', 'Ronald Edwards', 'Rodriguez Diaz Daugherty, and', 'Blue Cross', 28270.30357174423, 119, 'Elective', '2022-01-07', 'Ibuprofen', 'Inconclusive'),
('jeSSiCa MURPHY', 67, 'Female', 'A+', 'Arthritis', '2022-09-20', 'Raymond Bowen', 'Rowland-Abbott', 'Blue Cross', 47734.98787070838, 143, 'Emergency', '2022-10-07', 'Aspirin', 'Abnormal'),
('miSty wiLLIamS', 63, 'Male', 'AB-', 'Asthma', '2021-12-13', 'Jill Bailey', 'Murphy, Reid Knox and', 'Cigna', 19176.26169573808, 452, 'Elective', '2021-12-20', 'Penicillin', 'Inconclusive'),
('brAndY GEORGE', 39, 'Male', 'A+', 'Arthritis', '2021-10-12', 'Jennifer Pope', 'Ryan-Mcneil', 'Blue Cross', 8731.482274590808, 219, 'Emergency', '2021-10-27', 'Ibuprofen', 'Normal'),
('ANDrea Buck', 55, 'Male', 'O-', 'Asthma', '2023-08-08', 'Taylor Craig', 'Ramos Miller and Moore,', 'Medicare', 19249.6871864753, 107, 'Emergency', '2023-08-21', 'Aspirin', 'Abnormal'),
('STephanIE bUrKE', 80, 'Male', 'AB-', 'Obesity', '2019-11-15', 'Kristy Waters', 'Sons Cherry and', 'Aetna', 22758.637601322393, 170, 'Elective', '2019-12-13', 'Aspirin', 'Inconclusive'),
('STEPHaNiE moON', 18, 'Female', 'B-', 'Asthma', '2021-12-17', 'Elizabeth Blevins', 'Cook LLC', 'Blue Cross', 20929.066544415324, 135, 'Emergency', '2021-12-26', 'Aspirin', 'Normal'),
('sHaRON joHnsON', 41, 'Male', 'O+', 'Cancer', '2022-11-08', 'Janice Jones', 'Phillips Ltd', 'Cigna', 3899.8636407651748, 234, 'Emergency', '2022-11-11', 'Penicillin', 'Abnormal'),
('MaTtHeW haLEY', 81, 'Male', 'A+', 'Arthritis', '2020-02-24', 'Joann Anderson', 'Oliver Griffin Johnson, and', 'Blue Cross', 19698.000742558204, 279, 'Elective', '2020-03-16', 'Paracetamol', 'Abnormal'),
('SaBRInA May', 66, 'Female', 'O+', 'Asthma', '2022-05-28', 'Christine Mejia', 'Gregory Group', 'Aetna', 34060.27294782528, 111, 'Elective', '2022-06-22', 'Lipitor', 'Inconclusive'),
('melindA aUstiN', 44, 'Male', 'A+', 'Hypertension', '2022-09-03', 'Pamela Reed', 'and Camacho Thomas Malone,', 'UnitedHealthcare', 40367.63417343173, 317, 'Elective', '2022-09-30', 'Aspirin', 'Inconclusive'),
('angElA MonTgOmery', 81, 'Female', 'AB-', 'Arthritis', '2020-04-07', 'William Holmes', 'LLC Smith', 'Cigna', 3638.2461963533, 125, 'Emergency', '2020-04-30', 'Aspirin', 'Abnormal'),
('VAnessA MaRTiN', 77, 'Male', 'O+', 'Arthritis', '2019-08-25', 'Heather Bowman', 'Cunningham Andrade and Butler,', 'Cigna', 46134.92597863609, 107, 'Elective', '2019-09-04', 'Aspirin', 'Inconclusive'),
('gABriel steVEnS', 62, 'Male', 'B-', 'Obesity', '2021-05-28', 'Brittany Burns', 'Curtis-Lin', 'Medicare', 14549.494670632203, 286, 'Urgent', '2021-06-09', 'Penicillin', 'Abnormal'),
('MichAEL wOLfE', 78, 'Male', 'O+', 'Cancer', '2024-02-25', 'Amber Carpenter', 'Ltd Smith', 'Aetna', 30549.653324730465, 314, 'Emergency', '2024-03-08', 'Paracetamol', 'Inconclusive'),
('bROokE TorreS', 70, 'Male', 'O+', 'Diabetes', '2019-09-08', 'Kimberly Castaneda', 'Inc Sanchez', 'Medicare', 13666.17587126008, 331, 'Elective', '2019-09-09', 'Lipitor', 'Normal'),
('vicTOr DUKE', 33, 'Male', 'B-', 'Asthma', '2023-05-25', 'Jessica Vasquez', 'Rice, Cooper Rivera and', 'Aetna', 45199.27330881416, 388, 'Elective', '2023-05-29', 'Lipitor', 'Abnormal'),
('josepH gaRrETt', 56, 'Female', 'AB-', 'Arthritis', '2023-07-11', 'Joseph Robinson', 'Garcia LLC', 'Medicare', 20514.40017878075, 214, 'Elective', '2023-08-01', 'Ibuprofen', 'Abnormal'),
('kARa lI', 38, 'Male', 'A+', 'Cancer', '2024-03-20', 'Travis Morales', 'Bell Ltd', 'Blue Cross', 47700.53752862256, 303, 'Emergency', '2024-04-05', 'Penicillin', 'Normal'),
('jUan kEllEy', 33, 'Male', 'AB+', 'Hypertension', '2021-11-05', 'Carrie Montes', 'Hogan, Young Holmes and', 'Medicare', 2462.2103195749787, 329, 'Urgent', '2021-11-06', 'Paracetamol', 'Inconclusive'),
('sHawNA rUsseLl', 25, 'Male', 'O-', 'Hypertension', '2023-08-27', 'Alexander Walters', 'Vazquez-Sanchez', 'Aetna', 31401.50185028495, 265, 'Urgent', '2023-08-28', 'Lipitor', 'Inconclusive'),
('LOrI LawREnce', 66, 'Female', 'B-', 'Obesity', '2022-05-26', 'Justin Paul', 'Mcintyre Ltd', 'UnitedHealthcare', 20749.862818116806, 179, 'Elective', '2022-05-30', 'Paracetamol', 'Inconclusive'),
('WhItney jonES', 47, 'Male', 'B+', 'Hypertension', '2021-09-13', 'Curtis Fox', 'White Roberts and Lee,', 'Blue Cross', 47297.41907436916, 389, 'Emergency', '2021-09-16', 'Lipitor', 'Normal'),
('JOE DaVila', 53, 'Female', 'O-', 'Obesity', '2024-03-10', 'Theresa Harrison', 'Simpson Espinoza, and Thompson', 'Aetna', 26223.16583478957, 122, 'Urgent', '2024-03-15', 'Penicillin', 'Normal'),
('lISa KELlEr', 37, 'Male', 'AB+', 'Asthma', '2022-09-26', 'Mark Maynard', 'and Moore Sons', 'Cigna', 35821.64933547802, 230, 'Urgent', '2022-10-24', 'Paracetamol', 'Normal'),
('jOrdAN BUSh', 56, 'Male', 'A-', 'Arthritis', '2019-12-26', 'Randy Graham', 'and Mclaughlin Powers Stevens,', 'Medicare', 21633.32776343669, 111, 'Elective', '2019-12-27', 'Paracetamol', 'Inconclusive'),
('BrEnDA yU', 51, 'Male', 'A-', 'Arthritis', '2021-01-18', 'Michael Jenkins', 'and Anderson, Porter Becker', 'Blue Cross', 39448.88650939782, 124, 'Elective', '2021-02-11', 'Aspirin', 'Inconclusive'),
('JASmine sHort', 40, 'Female', 'O-', 'Cancer', '2021-02-23', 'Amy Johnson', 'Bailey-Hunt', 'Medicare', 8867.74666914176, 302, 'Emergency', '2021-03-20', 'Lipitor', 'Inconclusive'),
('Tamara LEonArd', 56, 'Female', 'AB+', 'Arthritis', '2020-03-15', 'Timothy Wagner', 'King and Bryant Olsen,', 'Cigna', 5571.23524567007, 192, 'Elective', '2020-03-22', 'Paracetamol', 'Normal'),
('keVIN wong', 76, 'Male', 'A+', 'Asthma', '2019-09-22', 'Kara Stevens', 'Watson Johnson Joseph, and', 'Aetna', 13014.33000044748, 108, 'Emergency', '2019-09-28', 'Aspirin', 'Abnormal'),
('LIsa LopeZ', 81, 'Male', 'AB+', 'Obesity', '2023-12-07', 'David Keller', 'Group Evans', 'Aetna', 27828.93951814778, 226, 'Emergency', '2023-12-13', 'Ibuprofen', 'Abnormal'),
('jUSTiN VArgAs', 84, 'Female', 'O-', 'Arthritis', '2020-07-01', 'Emily Sanders', 'Collins Porter and Rodgers,', 'Aetna', 36931.48284916464, 337, 'Elective', '2020-07-09', 'Paracetamol', 'Normal'),
('JoDy loPEZ', 54, 'Male', 'O+', 'Obesity', '2020-05-12', 'Chris Green', 'and Goodwin, Hernandez Andrade', 'Medicare', 41307.895829138375, 141, 'Elective', '2020-05-17', 'Penicillin', 'Normal'),
('JONaTHaN wOODs', 40, 'Male', 'B+', 'Asthma', '2022-08-29', 'Kurt Hamilton', 'Solomon PLC', 'Medicare', 36632.31835451989, 476, 'Urgent', '2022-09-10', 'Penicillin', 'Inconclusive'),
('eMMa RAY', 79, 'Male', 'O-', 'Cancer', '2019-11-01', 'Richard Jones', 'Flores Sons and', 'Blue Cross', 17658.472403553427, 461, 'Emergency', '2019-11-19', 'Penicillin', 'Inconclusive'),
('andrEa jOHNSon', 52, 'Male', 'AB-', 'Cancer', '2019-08-16', 'Brian Herrera', 'Lowe LLC', 'Blue Cross', 10034.72126466271, 362, 'Emergency', '2019-09-15', 'Paracetamol', 'Abnormal'),
('waYnE SHArp', 42, 'Male', 'B+', 'Diabetes', '2021-02-28', 'Robert Perkins', 'Lopez Keller, Williams and', 'Cigna', 7383.383359204997, 395, 'Emergency', '2021-03-14', 'Paracetamol', 'Normal'),
('sHelby BLack', 41, 'Male', 'A+', 'Asthma', '2020-09-07', 'Peter Nunez', 'Brown-Wood', 'Blue Cross', 28974.45532631616, 377, 'Elective', '2020-09-30', 'Paracetamol', 'Normal'),
('maRthA MARTiN', 26, 'Male', 'A+', 'Arthritis', '2024-02-16', 'Diane Richardson', 'Martinez-Davis', 'Blue Cross', 4697.2343343229295, 143, 'Elective', '2024-02-28', 'Aspirin', 'Abnormal'),
('amanDA wilSoN', 76, 'Female', 'B+', 'Cancer', '2021-01-16', 'Julia Monroe', 'Alexander-Oconnor', 'Cigna', 41150.19068714818, 244, 'Elective', '2021-01-27', 'Lipitor', 'Abnormal'),
('JErEMy NGuyeN', 29, 'Female', 'A+', 'Arthritis', '2023-01-31', 'Michael Palmer', 'Carlson-Stone', 'Cigna', 30324.450910368694, 156, 'Emergency', '2023-02-14', 'Penicillin', 'Normal'),
('eILEEN HaRRIs', 19, 'Male', 'B-', 'Hypertension', '2022-07-29', 'Hector King', 'George Ward, and Clark', 'Medicare', 33646.11409084555, 457, 'Emergency', '2022-08-21', 'Penicillin', 'Normal'),
('johN becKEr', 30, 'Female', 'O-', 'Diabetes', '2022-04-27', 'Michael Webster', 'Nicholson-Johnson', 'Cigna', 46717.950110965474, 147, 'Urgent', '2022-05-01', 'Penicillin', 'Inconclusive'),
('FelICIa wILey', 37, 'Female', 'O-', 'Asthma', '2020-06-06', 'Christy Maxwell', 'PLC Carr', 'Aetna', 49997.326369686154, 427, 'Elective', '2020-06-22', 'Aspirin', 'Normal'),
('JESsE JOneS', 82, 'Female', 'AB-', 'Asthma', '2019-11-02', 'Jorge Armstrong', 'Alexander-Middleton', 'Blue Cross', 38397.02332217552, 316, 'Elective', '2019-11-28', 'Penicillin', 'Abnormal'),
('steVEN gleNn', 84, 'Female', 'B+', 'Obesity', '2022-09-12', 'Alexander Patterson', 'Horton-Martinez', 'UnitedHealthcare', 10135.865524255996, 469, 'Urgent', '2022-09-22', 'Paracetamol', 'Inconclusive'),
('CAROLine sWanSoN', 52, 'Female', 'A+', 'Arthritis', '2021-01-10', 'Richard Rodgers', 'Group Schneider', 'Aetna', 25685.625760964696, 260, 'Emergency', '2021-01-25', 'Paracetamol', 'Abnormal'),
('TERRy NiCHolson', 75, 'Female', 'B-', 'Hypertension', '2019-11-05', 'Jasmine King', 'PLC Obrien', 'Blue Cross', 6007.693942746398, 426, 'Emergency', '2019-11-08', 'Aspirin', 'Inconclusive'),
('KelLy tHOmAS', 30, 'Male', 'A+', 'Cancer', '2021-02-17', 'Nancy Sutton', 'Ramos-Holt', 'Blue Cross', 7609.436016567004, 404, 'Urgent', '2021-03-07', 'Ibuprofen', 'Abnormal'),
('stevEn McgeE', 76, 'Male', 'A-', 'Diabetes', '2023-06-04', 'Brittany Anderson', 'Patterson and Peterson, Velazquez', 'Medicare', 46287.049309881746, 451, 'Emergency', '2023-06-27', 'Paracetamol', 'Inconclusive'),
('sHeLleY waRE', 56, 'Male', 'B-', 'Diabetes', '2023-09-07', 'Heather Long', 'Jensen and Jackson, Greene', 'Medicare', 19204.917779997148, 131, 'Emergency', '2023-10-06', 'Lipitor', 'Inconclusive'),
('MELiSSA bRADY', 65, 'Female', 'O-', 'Hypertension', '2022-09-29', 'Amy Hawkins', 'Mathews-Lawrence', 'UnitedHealthcare', 45019.02631325966, 237, 'Emergency', '2022-10-09', 'Paracetamol', 'Abnormal'),
('MArIA hAll', 83, 'Female', 'A+', 'Obesity', '2022-02-03', 'Victor Fowler', 'Morales, Johnson and Carlson', 'Blue Cross', 44581.153495409606, 374, 'Urgent', '2022-02-08', 'Penicillin', 'Abnormal'),
('AnDRE sMITh', 43, 'Female', 'B+', 'Hypertension', '2024-02-14', 'Sharon Hall', 'Wilson, Ward Taylor and', 'Medicare', 8726.699006488327, 164, 'Elective', '2024-03-02', 'Penicillin', 'Inconclusive'),
('KareN GOnZaleZ', 84, 'Male', 'A+', 'Hypertension', '2020-09-10', 'Jeffrey Arellano', 'Torres-Johnson', 'Cigna', 41966.56890997784, 293, 'Urgent', '2020-09-21', 'Ibuprofen', 'Inconclusive'),
('ViNCENt SelLErS', 84, 'Female', 'B+', 'Hypertension', '2023-01-24', 'Mary Johnson', 'Inc Mcbride', 'Blue Cross', 44255.3260106818, 102, 'Urgent', '2023-01-27', 'Lipitor', 'Inconclusive'),
('brANDon buRKe', 77, 'Male', 'O-', 'Obesity', '2021-10-01', 'Kimberly Key', 'and Dunlap, Wright Mays', 'UnitedHealthcare', 43644.33708058138, 298, 'Emergency', '2021-10-23', 'Paracetamol', 'Abnormal'),
('MR. MArK hANCocK', 60, 'Male', 'O+', 'Arthritis', '2021-06-05', 'Tara Lopez', 'Sullivan-Crosby', 'Blue Cross', 45304.38949757763, 424, 'Elective', '2021-06-11', 'Penicillin', 'Inconclusive'),
('kenNETH PEReZ', 48, 'Male', 'O+', 'Arthritis', '2023-08-09', 'Angela Lara', 'and Shaw, Davis Pollard', 'UnitedHealthcare', 18891.92099315022, 274, 'Urgent', '2023-08-26', 'Paracetamol', 'Inconclusive'),
('MArtiN haNsEn', 80, 'Female', 'B-', 'Asthma', '2020-12-22', 'Laurie Brewer', 'Williams LLC', 'Aetna', 18381.58295002559, 261, 'Urgent', '2021-01-16', 'Ibuprofen', 'Normal'),
('susAn bROWN', 46, 'Male', 'A+', 'Hypertension', '2022-06-21', 'Margaret Hensley DVM', 'Franklin Ltd', 'Cigna', 42316.12426950204, 360, 'Elective', '2022-07-10', 'Paracetamol', 'Inconclusive'),
('niCOle ALVAraDO', 38, 'Male', 'B-', 'Arthritis', '2021-05-05', 'Adam Bowers', 'Galloway-Barnett', 'Medicare', 15072.570926473929, 321, 'Elective', '2021-05-15', 'Penicillin', 'Abnormal'),
('JeSsicA RodRiGUeZ', 72, 'Female', 'A-', 'Asthma', '2024-04-20', 'Renee Odom', 'Miller Olson, and Collins', 'Cigna', 7380.731298358002, 124, 'Elective', '2024-05-10', 'Aspirin', 'Normal'),
('tiNA PriCE', 70, 'Female', 'A+', 'Asthma', '2022-06-13', 'Amanda Morris', 'Wheeler and Miller Burch,', 'UnitedHealthcare', 5936.363411461218, 117, 'Elective', '2022-07-05', 'Lipitor', 'Abnormal'),
('mR. jaCk wIlliS', 46, 'Female', 'O+', 'Hypertension', '2023-09-01', 'Gregory Oneill', 'Mercer-Booker', 'Cigna', 7704.300990915003, 331, 'Emergency', '2023-09-18', 'Penicillin', 'Abnormal'),
('GreGoRY aDAMS', 82, 'Male', 'AB+', 'Cancer', '2020-03-14', 'Erika Smith', 'and Burke Skinner Myers,', 'Blue Cross', 12099.793100234194, 440, 'Urgent', '2020-04-01', 'Penicillin', 'Normal'),
('DAVId RObErtS', 44, 'Female', 'A+', 'Hypertension', '2022-06-05', 'Michelle Harmon', 'and Parker, Stout Chase', 'Blue Cross', 17202.89964140581, 308, 'Elective', '2022-06-29', 'Ibuprofen', 'Inconclusive'),
('COry PERry', 34, 'Female', 'O+', 'Asthma', '2019-12-19', 'Shane Russell', 'Fernandez Harris, and Wilson', 'UnitedHealthcare', 25275.944227663615, 475, 'Urgent', '2020-01-16', 'Ibuprofen', 'Inconclusive'),
('JeSsica BarrY', 49, 'Male', 'A-', 'Hypertension', '2020-12-06', 'Rhonda Miller', 'Young-Myers', 'Aetna', 17002.30327071432, 194, 'Emergency', '2020-12-09', 'Ibuprofen', 'Normal'),
('cyNthIA thOmAs', 44, 'Female', 'B+', 'Cancer', '2019-05-13', 'Aaron Turner', 'Johnson PLC', 'Medicare', 4794.751354546256, 382, 'Emergency', '2019-06-10', 'Paracetamol', 'Inconclusive'),
('sHannOn JOHnSOn', 37, 'Male', 'A-', 'Hypertension', '2023-01-17', 'Angela Anderson', 'Barber Waters Castillo, and', 'Cigna', 7241.195988898086, 316, 'Elective', '2023-02-05', 'Penicillin', 'Normal'),
('jUSTIn whITE', 37, 'Male', 'AB-', 'Arthritis', '2022-07-28', 'Caitlin Jackson', 'Jarvis-Craig', 'Aetna', 45218.741051155965, 346, 'Elective', '2022-08-16', 'Aspirin', 'Abnormal'),
('reGINA sTewarT', 58, 'Female', 'O+', 'Diabetes', '2022-10-15', 'Jeremy Stout', 'Schneider-Patton', 'Cigna', 32052.056458738236, 109, 'Urgent', '2022-11-05', 'Ibuprofen', 'Abnormal'),
('chelsEa FInLeY', 20, 'Female', 'A+', 'Obesity', '2020-05-25', 'Michele Warren', 'Kane Porter and Robinson,', 'Medicare', 30718.546280834835, 226, 'Elective', '2020-06-06', 'Ibuprofen', 'Normal'),
('emmA beNNeTt', 43, 'Male', 'A-', 'Obesity', '2021-02-13', 'Eric English', 'Archer Inc', 'UnitedHealthcare', 51441.72905345395, 449, 'Urgent', '2021-03-03', 'Aspirin', 'Abnormal'),
('AlaN lEe', 57, 'Female', 'AB-', 'Cancer', '2023-05-31', 'Shirley Armstrong', 'Castaneda-Powell', 'Blue Cross', 1821.3479464287602, 379, 'Emergency', '2023-06-25', 'Penicillin', 'Inconclusive'),
('KatELYn MiLler', 76, 'Male', 'AB+', 'Arthritis', '2020-01-18', 'Mary Miller', 'King, Williams and Terry', 'Aetna', 23857.4994842816, 214, 'Urgent', '2020-01-26', 'Paracetamol', 'Inconclusive'),
('aManda morriS', 53, 'Female', 'B-', 'Cancer', '2020-08-19', 'Steve Anderson', 'Henry PLC', 'Cigna', 4795.51343890974, 152, 'Urgent', '2020-08-28', 'Penicillin', 'Abnormal'),
('dAvID pRatt', 45, 'Male', 'A-', 'Diabetes', '2022-12-24', 'Candice Harris', 'and Carpenter, Hernandez Chang', 'UnitedHealthcare', 25500.706999138256, 415, 'Emergency', '2023-01-22', 'Ibuprofen', 'Normal'),
('MAtTheW cunnINGHAm', 21, 'Female', 'O+', 'Asthma', '2020-09-05', 'Rhonda Lucas', 'Santiago-Bush', 'Aetna', 10837.614583472854, 261, 'Emergency', '2020-09-25', 'Aspirin', 'Normal'),
('bObBY CarSoN', 64, 'Male', 'A-', 'Arthritis', '2022-09-10', 'Cody Mcintyre', 'Williams Hale and Summers,', 'Aetna', 46836.70590284688, 234, 'Elective', '2022-09-22', 'Paracetamol', 'Normal'),
('meliNda WIlSOn', 71, 'Male', 'AB-', 'Diabetes', '2021-04-26', 'Scott Adams DDS', 'Ltd Carroll', 'UnitedHealthcare', 11426.012130838306, 169, 'Emergency', '2021-05-04', 'Aspirin', 'Abnormal'),
('NancY HaNSEn', 28, 'Female', 'O-', 'Diabetes', '2024-01-20', 'Jason Dixon', 'Stevenson, Harding and Woods', 'Cigna', 20590.515395957, 105, 'Urgent', '2024-01-28', 'Penicillin', 'Normal'),
('gReGoRY wALlS', 79, 'Male', 'A-', 'Hypertension', '2021-03-05', 'Larry Williams', 'Munoz Ltd', 'Aetna', 28100.092530475118, 349, 'Emergency', '2021-03-15', 'Lipitor', 'Normal'),
('aMBer NiXoN', 40, 'Male', 'O+', 'Arthritis', '2020-12-27', 'Candice Gray', 'LLC Hernandez', 'Cigna', 33188.92654950376, 107, 'Urgent', '2021-01-23', 'Penicillin', 'Abnormal'),
('KriStIn fRancO', 50, 'Female', 'AB+', 'Asthma', '2021-09-22', 'Michael Richardson', 'Kidd Romero, and Douglas', 'UnitedHealthcare', 47130.02559678148, 311, 'Urgent', '2021-10-15', 'Lipitor', 'Abnormal'),
('JEremIAH vAZQuEz', 64, 'Female', 'B-', 'Cancer', '2023-05-01', 'Megan Allen', 'and Cordova Sons', 'Cigna', 20361.865517906645, 366, 'Urgent', '2023-05-31', 'Lipitor', 'Abnormal'),
('AnthONy SmITH', 81, 'Male', 'O+', 'Obesity', '2019-05-12', 'Jonathan Crawford', 'Garcia-Clark', 'Aetna', 11229.75548691414, 425, 'Emergency', '2019-05-23', 'Penicillin', 'Abnormal'),
('vIcToRiA brADy', 52, 'Female', 'O+', 'Hypertension', '2021-02-22', 'Benjamin Cruz', 'Robinson Group', 'Medicare', 6969.091521591045, 379, 'Emergency', '2021-03-15', 'Penicillin', 'Normal'),
('erIN cLaRk', 76, 'Male', 'B+', 'Obesity', '2022-03-10', 'Tracy Marks', 'Hayes Ryan, and Martinez', 'Blue Cross', 31405.58062843792, 103, 'Urgent', '2022-03-18', 'Aspirin', 'Inconclusive'),
('hEAtHer BOyLe', 52, 'Male', 'B+', 'Obesity', '2022-10-23', 'Nathan Benjamin', 'Glover and Oneill Miller,', 'Cigna', 22976.90758190705, 309, 'Emergency', '2022-11-03', 'Aspirin', 'Abnormal'),
('eLiZAbeTH ShEPPARd', 77, 'Female', 'O-', 'Cancer', '2024-03-13', 'Sara Cole', 'Diaz Inc', 'Aetna', 32136.510407689384, 384, 'Emergency', '2024-03-29', 'Penicillin', 'Inconclusive'),
('roBErT boOne', 81, 'Male', 'AB+', 'Hypertension', '2019-08-06', 'Sara Warner', 'Martin-Nguyen', 'UnitedHealthcare', 39313.88983291376, 448, 'Elective', '2019-08-16', 'Lipitor', 'Normal'),
('geoFFrEy DANiELs', 36, 'Male', 'B-', 'Obesity', '2020-09-15', 'Stanley Moreno', 'Roberts Inc', 'Cigna', 5624.288668755982, 380, 'Emergency', '2020-09-26', 'Paracetamol', 'Inconclusive'),
('joHN khAn', 72, 'Female', 'AB+', 'Cancer', '2019-10-31', 'Nina Smith', 'Riley, Grimes Ruiz and', 'Blue Cross', 5823.048061307117, 219, 'Elective', '2019-11-03', 'Lipitor', 'Inconclusive'),
('ChrISTopheR aRmSTRoNg', 70, 'Male', 'O-', 'Diabetes', '2020-09-07', 'Justin Nguyen', 'Ltd Rogers', 'Aetna', 11628.617344003424, 332, 'Urgent', '2020-09-19', 'Lipitor', 'Inconclusive'),
('JeNNiFER lopez', 44, 'Female', 'O-', 'Arthritis', '2021-08-27', 'Michele Ramos', 'Gomez Inc', 'Medicare', 8104.667977296607, 174, 'Elective', '2021-09-24', 'Lipitor', 'Inconclusive'),
('mELISSa ROBerTson', 81, 'Female', 'A-', 'Arthritis', '2019-12-21', 'James Harris', 'PLC Mack', 'Cigna', 12093.086813733722, 246, 'Emergency', '2020-01-15', 'Aspirin', 'Inconclusive'),
('KAren PriCE', 41, 'Male', 'B-', 'Arthritis', '2019-09-23', 'Carla Burgess', 'Castro-Gomez', 'Medicare', 29465.817089085107, 271, 'Urgent', '2019-09-26', 'Lipitor', 'Abnormal'),
('LiSa fRanKLin', 32, 'Female', 'A+', 'Arthritis', '2022-05-21', 'Luke York', 'Chan, Goodman and Gould', 'Cigna', 22545.929230901325, 294, 'Emergency', '2022-05-25', 'Penicillin', 'Inconclusive'),
('KRisTIN BURtoN', 58, 'Female', 'B-', 'Obesity', '2019-12-29', 'Whitney Phillips', 'Russell and Randolph, Lawrence', 'Medicare', 2641.016179448146, 234, 'Elective', '2020-01-04', 'Aspirin', 'Normal'),
('caiTLin aDAms', 33, 'Male', 'A-', 'Arthritis', '2020-04-03', 'Daniel Johnson', 'Evans-Gonzalez', 'Cigna', 16527.257872910606, 395, 'Elective', '2020-04-04', 'Penicillin', 'Inconclusive'),
('EvaN HeRnANDez', 80, 'Male', 'A+', 'Cancer', '2022-12-15', 'Audrey Lewis', 'Miller Sons and', 'Medicare', 13624.829280307824, 363, 'Urgent', '2022-12-28', 'Paracetamol', 'Inconclusive'),
('jEnNiFer KNiGht', 67, 'Male', 'O-', 'Obesity', '2020-08-07', 'Donald Wagner', 'Watts-Schneider', 'Aetna', 39570.06896153529, 161, 'Urgent', '2020-08-09', 'Aspirin', 'Inconclusive'),
('BOnnIE WiLSon', 39, 'Male', 'A-', 'Diabetes', '2022-03-19', 'Lisa Fisher', 'Harrell Inc', 'Aetna', 13256.414564439958, 146, 'Urgent', '2022-03-20', 'Paracetamol', 'Normal'),
('kEnnETh raMIREZ', 52, 'Male', 'A+', 'Arthritis', '2024-03-10', 'Amber Williams', 'Reed Valdez and Pratt,', 'Medicare', 32633.203074129015, 484, 'Emergency', '2024-03-26', 'Aspirin', 'Normal'),
('ELleN mCCuLloUgh', 49, 'Male', 'AB-', 'Arthritis', '2019-11-29', 'Patrick Medina', 'Ali Group', 'Blue Cross', 19720.03590279593, 114, 'Emergency', '2019-11-30', 'Lipitor', 'Normal'),
('THomAS SToNe', 41, 'Male', 'B-', 'Hypertension', '2019-07-17', 'Sheri Castro', 'Conner-Nelson', 'Blue Cross', 46421.26125284104, 124, 'Emergency', '2019-08-12', 'Paracetamol', 'Abnormal'),
('katHLEEn ArMstrong', 81, 'Female', 'O-', 'Hypertension', '2020-05-27', 'Crystal Thornton', 'and Miller Prince Rodriguez,', 'Blue Cross', 10767.376669832578, 126, 'Elective', '2020-06-12', 'Aspirin', 'Normal'),
('tErrY BEnnetT', 19, 'Female', 'A-', 'Hypertension', '2019-09-06', 'Kimberly Carter', 'Parker Davis Clark, and', 'Blue Cross', 47656.51700658436, 286, 'Emergency', '2019-10-01', 'Penicillin', 'Inconclusive'),
('kRISTIN NGuYeN', 83, 'Male', 'AB+', 'Hypertension', '2021-04-06', 'Frederick Arnold', 'Mills-Petersen', 'Cigna', 46186.16324824732, 114, 'Elective', '2021-05-06', 'Ibuprofen', 'Abnormal'),
('aNgEla rANdOLph', 36, 'Female', 'O+', 'Cancer', '2019-05-19', 'Anna Atkinson', 'Smith Anderson and Hunt,', 'UnitedHealthcare', 44148.54288251938, 336, 'Emergency', '2019-05-29', 'Paracetamol', 'Abnormal'),
('chrIsTOpHEr tAtE', 43, 'Female', 'A-', 'Cancer', '2023-09-24', 'Mary Coleman', 'Kennedy-Smith', 'Cigna', 12447.265116670025, 360, 'Elective', '2023-10-20', 'Paracetamol', 'Abnormal'),
('chrisTopHeR wALToN', 72, 'Male', 'AB-', 'Diabetes', '2019-09-30', 'Jeremy Parker', 'and Moore, Ballard Johnson', 'Cigna', 43298.433699271125, 290, 'Urgent', '2019-10-10', 'Paracetamol', 'Abnormal'),
('mEAGAN MIranDA', 73, 'Female', 'A+', 'Asthma', '2022-07-23', 'Dorothy Garcia', 'Williams Reynolds and Rangel,', 'Cigna', 33379.54546737913, 142, 'Emergency', '2022-08-16', 'Ibuprofen', 'Abnormal'),
('dAvId BrOwn', 32, 'Male', 'AB-', 'Cancer', '2020-05-11', 'John Sanders', 'Shelton Johnson, and Green', 'Blue Cross', 37553.160972917416, 256, 'Emergency', '2020-06-06', 'Aspirin', 'Inconclusive'),
('EriC MilleR', 39, 'Male', 'O+', 'Asthma', '2019-08-01', 'Ashlee Cooper', 'Lopez, and Howard Morrison', 'Aetna', 44931.128771940224, 194, 'Elective', '2019-08-08', 'Penicillin', 'Normal'),
('JoeL BaRTlEtT', 72, 'Male', 'B+', 'Asthma', '2019-09-06', 'Nicole Vance', 'Sons and Cortez', 'Medicare', 44595.97086376193, 203, 'Urgent', '2019-09-15', 'Lipitor', 'Abnormal'),
('stAcY GIlLEspiE', 24, 'Male', 'B-', 'Cancer', '2023-01-28', 'Karen Lynn', 'Roberts Ltd', 'Cigna', 10243.972061514914, 383, 'Emergency', '2023-02-26', 'Penicillin', 'Inconclusive'),
('cINdy SHaW', 32, 'Female', 'O-', 'Obesity', '2023-09-11', 'Rachel Lopez', 'Sellers-Shepard', 'Blue Cross', 8762.503071692423, 454, 'Emergency', '2023-10-11', 'Penicillin', 'Abnormal'),
('Andrew eriCKsON', 57, 'Female', 'AB+', 'Asthma', '2020-03-11', 'Samuel Williams', 'Lloyd Scott, and Reese', 'Medicare', 10363.668930673079, 384, 'Emergency', '2020-03-18', 'Ibuprofen', 'Normal'),
('aShleY roDrIguez', 56, 'Male', 'B-', 'Asthma', '2021-03-07', 'Steven Rogers', 'Gibson-Osborne', 'Medicare', 22827.81090323245, 124, 'Urgent', '2021-03-21', 'Paracetamol', 'Abnormal'),
('dARrYl CruZ', 84, 'Female', 'O+', 'Asthma', '2024-04-03', 'Melanie Lloyd', 'Matthews-Morgan', 'UnitedHealthcare', 22913.348727039003, 238, 'Urgent', '2024-04-10', 'Ibuprofen', 'Inconclusive'),
('shEiLA cHurcH', 46, 'Male', 'B-', 'Cancer', '2022-12-25', 'Bobby Mayo', 'Scott and Sons', 'Aetna', 33800.9084900491, 437, 'Urgent', '2023-01-10', 'Penicillin', 'Abnormal'),
('NANcY munOZ', 55, 'Male', 'AB+', 'Obesity', '2020-04-01', 'Fernando Hodge', 'Diaz-Richards', 'Aetna', 23713.92381416509, 187, 'Urgent', '2020-04-26', 'Ibuprofen', 'Inconclusive'),
('REBeccA MarTinEZ', 19, 'Female', 'A+', 'Hypertension', '2020-01-23', 'Valerie Simmons', 'LLC Johnson', 'Medicare', 41794.35542621547, 354, 'Emergency', '2020-02-20', 'Aspirin', 'Abnormal'),
('johN SIMmOns', 69, 'Female', 'O+', 'Diabetes', '2023-02-10', 'Cheryl Herrera', 'Murphy Group', 'Blue Cross', 40304.38007330088, 449, 'Emergency', '2023-02-25', 'Paracetamol', 'Inconclusive'),
('LANce TORREs', 69, 'Female', 'B-', 'Cancer', '2023-10-20', 'John Rodriguez MD', 'Barajas and Byrd, Wolf', 'Medicare', 43825.05667048354, 329, 'Elective', '2023-10-28', 'Paracetamol', 'Normal'),
('tImotHy TErrY', 56, 'Male', 'A-', 'Hypertension', '2020-07-15', 'Ashley Jackson', 'Salazar Newman White, and', 'Medicare', 16509.89322817477, 472, 'Emergency', '2020-08-11', 'Lipitor', 'Inconclusive'),
('joHn MOorE', 36, 'Female', 'A-', 'Arthritis', '2023-01-14', 'Samuel Hebert', 'Hancock-Lewis', 'Medicare', 46268.729036760655, 425, 'Elective', '2023-02-08', 'Aspirin', 'Normal'),
('bRAdLeY RAMos', 44, 'Male', 'A-', 'Arthritis', '2021-06-19', 'Ryan Garcia', 'Barrett-Wright', 'UnitedHealthcare', 36272.75181930579, 465, 'Emergency', '2021-07-14', 'Paracetamol', 'Normal'),
('JIlL TayLOR', 32, 'Male', 'O-', 'Obesity', '2020-05-18', 'Kelli Gutierrez', 'Bowers Blankenship Jackson, and', 'Medicare', 5614.518226772625, 169, 'Urgent', '2020-05-19', 'Aspirin', 'Abnormal'),
('kelLy brown', 61, 'Female', 'B-', 'Arthritis', '2020-05-16', 'Kenneth Watson', 'Hahn-Wilson', 'UnitedHealthcare', 21429.67391209684, 493, 'Elective', '2020-06-15', 'Ibuprofen', 'Abnormal'),
('jonATHan chAVEZ', 61, 'Male', 'AB+', 'Cancer', '2021-03-11', 'Jo Donaldson', 'Ramirez and Nelson, Collins', 'Cigna', 24057.470930987616, 304, 'Emergency', '2021-04-02', 'Paracetamol', 'Normal'),
('deniSe Wall', 47, 'Male', 'B-', 'Arthritis', '2023-02-05', 'Ronald Patrick', 'Sosa-Jackson', 'Blue Cross', 22775.470938545317, 462, 'Elective', '2023-02-12', 'Penicillin', 'Abnormal'),
('ToDd martinez', 49, 'Female', 'A+', 'Obesity', '2021-10-19', 'Lonnie Patton', 'Dillon-Richard', 'Cigna', 30953.782256784834, 186, 'Urgent', '2021-11-12', 'Penicillin', 'Normal'),
('jEnnIFer foRD', 83, 'Male', 'B-', 'Asthma', '2019-09-07', 'Gabrielle Hendrix', 'Stokes and Sons', 'Medicare', 12101.130655296483, 424, 'Urgent', '2019-09-29', 'Aspirin', 'Abnormal'),
('RAYMOnD Park JR.', 63, 'Male', 'B-', 'Asthma', '2021-05-26', 'Brandy Parsons', 'Inc Nguyen', 'Blue Cross', 1478.1811393289017, 478, 'Elective', '2021-06-20', 'Ibuprofen', 'Normal'),
('jUlia reYNOLDs', 26, 'Female', 'O-', 'Cancer', '2021-05-07', 'Anthony Norris', 'Gallagher-Hernandez', 'Aetna', 37197.85564731329, 124, 'Urgent', '2021-05-27', 'Penicillin', 'Abnormal'),
('JOhN McleAn', 20, 'Female', 'AB-', 'Arthritis', '2023-01-17', 'Kristina Mendez MD', 'Johnson David Carpenter, and', 'Medicare', 5407.728754517549, 294, 'Elective', '2023-01-29', 'Paracetamol', 'Normal'),
('KATie hOwARd', 69, 'Male', 'AB-', 'Asthma', '2020-03-05', 'Justin Clark', 'and Montes Marshall Valdez,', 'Medicare', 6035.458068543179, 282, 'Urgent', '2020-03-06', 'Lipitor', 'Normal'),
('AmandA LAWSon', 26, 'Male', 'AB-', 'Asthma', '2022-09-16', 'Charles Schmidt', 'PLC Kelly', 'Blue Cross', 5778.245819492447, 408, 'Elective', '2022-10-16', 'Aspirin', 'Normal'),
('PAUL muRRaY', 36, 'Male', 'AB+', 'Arthritis', '2022-06-03', 'Johnny Alvarado', 'Wilson-Sherman', 'UnitedHealthcare', 46602.69268434857, 229, 'Elective', '2022-06-28', 'Ibuprofen', 'Abnormal'),
('JAmEs MorRis', 27, 'Male', 'AB-', 'Diabetes', '2020-12-30', 'Patricia Kidd', 'Peterson Group', 'Medicare', 47789.825967887096, 493, 'Emergency', '2021-01-26', 'Paracetamol', 'Abnormal'),
('MaTTHew cOlliNs', 60, 'Female', 'B-', 'Obesity', '2020-08-09', 'Christopher Fleming', 'Hall-Taylor', 'Aetna', 46608.39288868184, 142, 'Emergency', '2020-08-15', 'Penicillin', 'Abnormal'),
('sharOn cArPenTeR', 67, 'Female', 'AB-', 'Arthritis', '2021-03-10', 'Robert Higgins', 'Rios PLC', 'UnitedHealthcare', 8709.035962820322, 187, 'Elective', '2021-03-29', 'Lipitor', 'Normal'),
('maRcUS bRoWn', 41, 'Female', 'O+', 'Cancer', '2021-03-15', 'Adrian Powell', 'Lutz, Lester and Kelly', 'UnitedHealthcare', 18270.995269376323, 178, 'Urgent', '2021-03-26', 'Ibuprofen', 'Abnormal'),
('mItcHElL DeCkeR', 45, 'Male', 'B-', 'Hypertension', '2021-08-23', 'Alexander Rivera', 'Scott, Moore and Brewer', 'Medicare', 17679.02667815954, 132, 'Urgent', '2021-08-24', 'Penicillin', 'Normal'),
('dONald mURPhY', 37, 'Male', 'A+', 'Diabetes', '2023-11-11', 'Pam Johnson', 'Sullivan Henderson Lloyd, and', 'Cigna', 21965.147404814095, 406, 'Emergency', '2023-11-28', 'Penicillin', 'Inconclusive'),
('JOSePh faRlEy', 46, 'Male', 'A+', 'Cancer', '2023-12-31', 'Tracy Howard', 'and Rhodes Trujillo, Booth', 'Cigna', 27309.707878439352, 326, 'Emergency', '2024-01-27', 'Penicillin', 'Inconclusive'),
('BReNdaN paRKer', 71, 'Female', 'A+', 'Arthritis', '2019-09-21', 'Matthew Taylor', 'Bailey-White', 'Cigna', 4437.956349653185, 406, 'Emergency', '2019-10-20', 'Penicillin', 'Normal'),
('SaMuEL dAVis', 69, 'Female', 'B+', 'Hypertension', '2022-11-04', 'Sharon Harding', 'Bridges Inc', 'UnitedHealthcare', 15704.08921821339, 334, 'Emergency', '2022-11-13', 'Ibuprofen', 'Inconclusive'),
('KeLsey POrTeR', 65, 'Male', 'O-', 'Asthma', '2019-08-08', 'Kristine Browning', 'Jackson Carr, Garcia and', 'Medicare', 16528.80182311278, 286, 'Urgent', '2019-08-19', 'Paracetamol', 'Abnormal'),
('mArk bRYaNt', 75, 'Female', 'O+', 'Arthritis', '2023-10-05', 'Timothy Kim', 'Richardson-Griffin', 'Cigna', 3621.1616906829086, 346, 'Elective', '2023-10-08', 'Penicillin', 'Inconclusive'),
('mARGAret ZamoRa', 77, 'Male', 'O+', 'Diabetes', '2020-08-28', 'Joshua Ross', 'Allen-Campbell', 'UnitedHealthcare', 47863.02391959248, 159, 'Urgent', '2020-09-04', 'Ibuprofen', 'Normal'),
('dAVid pAyne', 22, 'Male', 'A+', 'Obesity', '2020-07-08', 'Linda Adams', 'Ferguson-Liu', 'Medicare', 46772.581198086344, 311, 'Emergency', '2020-07-13', 'Ibuprofen', 'Abnormal'),
('tony salAs pHD', 58, 'Female', 'O+', 'Obesity', '2023-10-06', 'Richard Andrews', 'Lee Ltd', 'Medicare', 18479.743277603746, 438, 'Urgent', '2023-10-09', 'Ibuprofen', 'Inconclusive'),
('AdRiaN bowMan', 25, 'Female', 'A-', 'Cancer', '2023-07-01', 'Julie Warren', 'Baldwin-Marshall', 'Blue Cross', 7285.489591505677, 103, 'Urgent', '2023-07-05', 'Lipitor', 'Normal'),
('MRS. laUrEn morgaN', 83, 'Female', 'B-', 'Diabetes', '2021-08-07', 'Angela Mathis', 'Norman PLC', 'Blue Cross', 6818.7244800116705, 101, 'Elective', '2021-08-20', 'Lipitor', 'Normal'),
('joSHuA muRRay', 27, 'Male', 'A-', 'Hypertension', '2020-05-13', 'Beth Williams', 'Boyd-Fisher', 'Blue Cross', 14374.312997342726, 291, 'Urgent', '2020-05-26', 'Lipitor', 'Abnormal'),
('JAsoN webER', 32, 'Male', 'B-', 'Arthritis', '2023-09-26', 'Alejandra Williams', 'Inc Davis', 'UnitedHealthcare', 5936.177145275834, 313, 'Urgent', '2023-09-29', 'Aspirin', 'Normal'),
('reBeCcA LeWis', 40, 'Male', 'A+', 'Diabetes', '2023-06-14', 'Jennifer Mitchell', 'Perry Inc', 'Cigna', 32897.26731456432, 228, 'Urgent', '2023-06-15', 'Ibuprofen', 'Inconclusive'),
('JOAn aRcHeR', 25, 'Male', 'AB-', 'Asthma', '2024-05-05', 'Bradley Hunter', 'and Brown Larson Moyer,', 'Cigna', 3963.121128315197, 415, 'Urgent', '2024-05-07', 'Aspirin', 'Abnormal'),
('brittAnY EDwarDs', 69, 'Male', 'A-', 'Asthma', '2023-04-03', 'Todd Houston', 'Soto-Boyle', 'Blue Cross', 16057.8201619831, 431, 'Elective', '2023-04-11', 'Ibuprofen', 'Normal'),
('tiMotHy dIAz', 25, 'Female', 'B-', 'Diabetes', '2021-10-24', 'Michael Grant', 'Jones-Ellis', 'Medicare', 44041.5737381922, 454, 'Emergency', '2021-11-13', 'Ibuprofen', 'Normal'),
('DaniEL BLaNKenShIP', 66, 'Female', 'B+', 'Arthritis', '2023-05-24', 'Debra Carpenter', 'Jenkins, Mathews and Ho', 'Medicare', 15086.158780027328, 445, 'Urgent', '2023-06-09', 'Lipitor', 'Abnormal'),
('mAry stEphenS', 62, 'Male', 'A+', 'Hypertension', '2019-12-20', 'Amanda Johnson', 'Villa Inc', 'UnitedHealthcare', 16377.5231280267, 174, 'Urgent', '2020-01-17', 'Penicillin', 'Inconclusive'),
('BrIAN FigUERoA', 30, 'Male', 'A-', 'Hypertension', '2022-04-27', 'Joseph Flores', 'Castro PLC', 'UnitedHealthcare', 43488.83862747319, 341, 'Elective', '2022-05-04', 'Lipitor', 'Inconclusive'),
('sTEphANIe anderSOn', 55, 'Male', 'B+', 'Hypertension', '2019-11-14', 'Kyle Gray', 'Ortiz-Martin', 'Cigna', 43108.88805816116, 161, 'Emergency', '2019-11-16', 'Ibuprofen', 'Inconclusive'),
('MiCHaeL DOyle', 78, 'Female', 'O-', 'Hypertension', '2022-04-17', 'Sarah Jackson', 'Anthony-Torres', 'Medicare', 21585.243422654046, 402, 'Emergency', '2022-04-25', 'Penicillin', 'Abnormal'),
('KAThlEEn MARsHAll', 69, 'Female', 'A-', 'Arthritis', '2022-04-15', 'Alyssa Cox', 'PLC Drake', 'Medicare', 28922.860518875226, 307, 'Urgent', '2022-05-12', 'Penicillin', 'Inconclusive'),
('dONaLD lYNch', 77, 'Male', 'O+', 'Cancer', '2021-03-13', 'Angela Johnson', 'Schmidt Ltd', 'UnitedHealthcare', 14808.747589878096, 157, 'Emergency', '2021-03-14', 'Aspirin', 'Normal'),
('DaVid EspInoza', 56, 'Female', 'A+', 'Hypertension', '2021-12-18', 'Debbie Browning', 'Ortiz-Gardner', 'UnitedHealthcare', 26824.002636422094, 180, 'Emergency', '2022-01-06', 'Ibuprofen', 'Inconclusive'),
('jULia kEiTh', 58, 'Female', 'O-', 'Asthma', '2022-12-09', 'James Smith', 'Smith-White', 'Blue Cross', 49741.76822934036, 157, 'Emergency', '2022-12-27', 'Paracetamol', 'Inconclusive'),
('KRiStEN cOhEn', 78, 'Female', 'O-', 'Asthma', '2024-01-06', 'Brandy Nichols', 'Ltd Stewart', 'Aetna', 14687.499950374608, 155, 'Elective', '2024-01-31', 'Aspirin', 'Normal'),
('eRICa ReyEs', 50, 'Male', 'O+', 'Asthma', '2020-12-27', 'Jennifer Roach', 'Hunter and James Wilson,', 'Blue Cross', 30770.32271436709, 221, 'Emergency', '2020-12-30', 'Aspirin', 'Inconclusive'),
('aNdREw bryAN', 38, 'Female', 'O-', 'Obesity', '2024-01-05', 'Kenneth Beltran', 'Martinez-Elliott', 'Blue Cross', 32173.351536718852, 453, 'Elective', '2024-01-06', 'Penicillin', 'Abnormal'),
('MaRy pArrISH', 81, 'Female', 'A-', 'Cancer', '2021-02-24', 'Elizabeth Freeman', 'Wright-Nguyen', 'Medicare', 28009.033410589636, 101, 'Urgent', '2021-02-28', 'Paracetamol', 'Abnormal'),
('kATRIna WaRreN', 80, 'Male', 'AB-', 'Cancer', '2023-09-11', 'Elizabeth Campbell', 'and Johnson Wright Carter,', 'Medicare', 14657.573294090143, 131, 'Elective', '2023-09-27', 'Lipitor', 'Abnormal'),
('Kevin rOBInSoN', 48, 'Female', 'A+', 'Cancer', '2022-01-31', 'Larry Collier', 'Johnson-Collins', 'UnitedHealthcare', 49492.13631959721, 126, 'Elective', '2022-02-09', 'Lipitor', 'Normal'),
('miCHaeL BrADLEY', 22, 'Male', 'O+', 'Arthritis', '2022-08-22', 'Lisa Howell', 'Olsen LLC', 'UnitedHealthcare', 7647.467841405351, 218, 'Emergency', '2022-09-15', 'Penicillin', 'Inconclusive'),
('debBiE scOtt', 50, 'Male', 'A-', 'Arthritis', '2021-10-07', 'Ellen Bailey', 'Smith LLC', 'Cigna', 37340.17186942508, 427, 'Urgent', '2021-10-08', 'Ibuprofen', 'Abnormal'),
('sARA caNTrelL', 19, 'Male', 'O-', 'Diabetes', '2021-10-04', 'Kimberly Gregory', 'Rodriguez-Morgan', 'Cigna', 23743.09828566514, 171, 'Emergency', '2021-10-13', 'Aspirin', 'Inconclusive'),
('cAtheRInE PEtErSOn', 79, 'Male', 'A+', 'Obesity', '2023-08-13', 'Timothy Williams', 'Ltd Bell', 'Aetna', 10322.736953078256, 282, 'Emergency', '2023-09-02', 'Paracetamol', 'Inconclusive'),
('KYLe tHoMaS', 44, 'Female', 'B-', 'Arthritis', '2019-11-16', 'Crystal Thompson', 'and Thompson Mccall, Brooks', 'Medicare', 5009.974996254164, 324, 'Urgent', '2019-11-25', 'Paracetamol', 'Inconclusive'),
('ScOtT sImON', 50, 'Female', 'A-', 'Hypertension', '2023-05-10', 'John Bryant', 'Castillo LLC', 'Blue Cross', 22823.92437821498, 262, 'Emergency', '2023-06-04', 'Ibuprofen', 'Inconclusive'),
('valErIe HUnter', 20, 'Female', 'O+', 'Arthritis', '2021-03-28', 'Robert Brewer', 'Torres Group', 'Medicare', 27854.680073277796, 309, 'Urgent', '2021-04-17', 'Lipitor', 'Abnormal'),
('AsHley WaRnER', 60, 'Male', 'A+', 'Hypertension', '2021-12-21', 'Andrea Bentley', 'and Wagner, Lee Klein', 'Aetna', -306.3649251412676, 426, 'Elective', '2022-01-11', 'Ibuprofen', 'Normal'),
('mOniQue dOMiNgUEz', 75, 'Male', 'B+', 'Asthma', '2021-02-05', 'Craig Allen', 'Boyd and Baker Rasmussen,', 'Blue Cross', 2223.609989234161, 173, 'Emergency', '2021-02-17', 'Aspirin', 'Abnormal'),
('coDy TAYLOR', 45, 'Female', 'AB+', 'Asthma', '2023-07-15', 'Shannon Hicks', 'Owens-Adkins', 'Medicare', 13534.109452421952, 219, 'Urgent', '2023-07-23', 'Ibuprofen', 'Abnormal'),
('aMAnDa SULLIvan', 20, 'Female', 'O-', 'Asthma', '2023-01-20', 'Toni Russell', 'PLC Lewis', 'Medicare', 5851.030624801201, 214, 'Emergency', '2023-02-18', 'Ibuprofen', 'Inconclusive'),
('MARY ruIz', 50, 'Female', 'AB-', 'Hypertension', '2020-03-22', 'Anita Ortega', 'Brennan-Walters', 'Blue Cross', 20831.13595070171, 353, 'Emergency', '2020-04-01', 'Paracetamol', 'Inconclusive'),
('aPRil MaRTIN', 39, 'Female', 'AB+', 'Diabetes', '2020-10-17', 'Anthony Lopez', 'and Mcdonald Taylor, Pitts', 'Aetna', 10556.975185094921, 266, 'Emergency', '2020-10-26', 'Penicillin', 'Abnormal'),
('sean bENNeTt', 32, 'Female', 'O+', 'Asthma', '2021-01-19', 'Timothy Johnson', 'Martin LLC', 'Blue Cross', 29831.515739093476, 281, 'Elective', '2021-02-05', 'Lipitor', 'Normal'),
('Ryan hARRis', 58, 'Male', 'A-', 'Diabetes', '2023-03-26', 'Erica Gallagher', 'Huang-Blanchard', 'Aetna', 30143.301177121397, 459, 'Urgent', '2023-04-05', 'Ibuprofen', 'Normal'),
('TylER gonZalez', 67, 'Female', 'A-', 'Diabetes', '2022-09-28', 'Megan Zimmerman', 'Gonzalez and Marks, Lopez', 'Aetna', 34555.171664722366, 317, 'Emergency', '2022-10-16', 'Aspirin', 'Normal'),
('CHRistOPheR rOdRIgUEZ', 59, 'Male', 'AB-', 'Cancer', '2019-10-20', 'Kyle Nelson', 'Molina, Rogers and Horton', 'Cigna', 3915.2296180693297, 346, 'Elective', '2019-11-07', 'Penicillin', 'Abnormal'),
('briAn ArEllAno', 37, 'Male', 'O+', 'Arthritis', '2022-03-13', 'Thomas Cross', 'Haynes Miller, and Gray', 'Aetna', 36541.89485493517, 446, 'Emergency', '2022-03-17', 'Paracetamol', 'Abnormal'),
('DanIeLLe cANNOn', 37, 'Male', 'B+', 'Obesity', '2020-03-19', 'Stephanie Howard', 'Garcia Woodward and Morgan,', 'Cigna', 6709.755374803667, 362, 'Elective', '2020-03-22', 'Aspirin', 'Abnormal'),
('KATIe mARTinEZ', 59, 'Female', 'O+', 'Diabetes', '2021-02-22', 'Dr. Alex Clark', 'and Kennedy Sons', 'Cigna', 5078.627303104864, 476, 'Elective', '2021-03-04', 'Paracetamol', 'Abnormal'),
('pamEla KeLLY', 68, 'Male', 'B-', 'Arthritis', '2021-06-28', 'Joseph Powers', 'Inc Anderson', 'Cigna', 36247.04391522162, 313, 'Emergency', '2021-07-27', 'Ibuprofen', 'Inconclusive'),
('laURie EdWaRdS', 51, 'Female', 'A-', 'Hypertension', '2022-10-08', 'Kevin Mack', 'Armstrong Everett, Adams and', 'UnitedHealthcare', 24786.218020917975, 154, 'Elective', '2022-11-05', 'Aspirin', 'Abnormal'),
('chAd crOss', 74, 'Male', 'B-', 'Hypertension', '2021-10-05', 'Savannah Mahoney', 'Mclaughlin-Jenkins', 'Blue Cross', 28652.039026864677, 377, 'Urgent', '2021-10-26', 'Aspirin', 'Abnormal'),
('KYLe grAy', 81, 'Female', 'AB+', 'Hypertension', '2023-02-15', 'Taylor Juarez', 'Parks PLC', 'UnitedHealthcare', 9824.840765707588, 188, 'Emergency', '2023-02-22', 'Ibuprofen', 'Abnormal'),
('CaseY HamIlToN', 60, 'Male', 'O-', 'Diabetes', '2021-01-24', 'Stephanie Thompson', 'Hendrix, Roberts and Pitts', 'UnitedHealthcare', 3763.7724274942652, 180, 'Urgent', '2021-02-11', 'Paracetamol', 'Abnormal'),
('JIlLIAN sILva', 44, 'Male', 'A+', 'Hypertension', '2022-01-22', 'Christopher Ross', 'and Berger Perry, Calhoun', 'UnitedHealthcare', 31043.20633500728, 458, 'Urgent', '2022-02-09', 'Ibuprofen', 'Inconclusive'),
('DOnAld AYAlA', 33, 'Female', 'AB-', 'Obesity', '2023-03-02', 'Cassandra Howe', 'Evans-Molina', 'Aetna', 14033.545211093204, 471, 'Emergency', '2023-03-03', 'Ibuprofen', 'Abnormal'),
('wIlLIAM forD', 35, 'Male', 'B+', 'Obesity', '2020-10-26', 'Hannah Garcia', 'and Sons Tucker', 'Medicare', 28978.374000624382, 143, 'Emergency', '2020-10-31', 'Ibuprofen', 'Normal'),
('IsABella kENNEDy', 46, 'Male', 'B-', 'Asthma', '2022-02-09', 'Raymond Mercer', 'Group Holder', 'Blue Cross', 46467.77080589197, 433, 'Urgent', '2022-02-16', 'Paracetamol', 'Inconclusive'),
('jUSTIN BrOwN', 51, 'Female', 'B+', 'Hypertension', '2023-10-26', 'Wendy Morgan', 'Lawrence PLC', 'UnitedHealthcare', 19095.52450659624, 360, 'Emergency', '2023-11-21', 'Penicillin', 'Inconclusive'),
('SHANNoN aLexaNder', 65, 'Male', 'A-', 'Obesity', '2024-01-11', 'Cynthia Sanders', 'Smith Ltd', 'Cigna', 13302.22990824893, 494, 'Elective', '2024-01-15', 'Penicillin', 'Abnormal'),
('kATHERIne WhITakEr', 75, 'Male', 'O+', 'Hypertension', '2022-05-25', 'Michael Munoz', 'Howe-Smith', 'Aetna', 47701.52770265257, 184, 'Emergency', '2022-06-19', 'Paracetamol', 'Normal'),
('JeREmy camPBELl', 33, 'Female', 'B-', 'Cancer', '2019-07-31', 'Frederick Smith', 'PLC Vargas', 'Cigna', 3311.874195424285, 448, 'Elective', '2019-08-08', 'Aspirin', 'Abnormal'),
('joEl MOntgomeRY', 45, 'Female', 'O+', 'Diabetes', '2022-02-27', 'Ricky King', 'and Ray Wood Barrett,', 'Cigna', 3553.8964713686455, 375, 'Emergency', '2022-03-03', 'Aspirin', 'Abnormal'),
('chRiStinE FrAziER', 81, 'Female', 'AB+', 'Diabetes', '2021-05-15', 'Richard Fox', 'Davis Moore Bartlett, and', 'UnitedHealthcare', 41320.708580069164, 136, 'Elective', '2021-05-31', 'Paracetamol', 'Abnormal'),
('bRittany NorMaN', 56, 'Female', 'B-', 'Arthritis', '2023-07-27', 'Alexander Preston', 'Barton-Johnson', 'Blue Cross', 14150.511553852119, 406, 'Elective', '2023-08-19', 'Penicillin', 'Abnormal'),
('julIE frEEman', 57, 'Male', 'A+', 'Obesity', '2022-08-01', 'Stacey Weaver', 'Salas-Farmer', 'Medicare', 34903.67037065713, 371, 'Emergency', '2022-08-16', 'Aspirin', 'Abnormal'),
('HenRY CastRo', 75, 'Male', 'A+', 'Arthritis', '2021-05-17', 'Cole Harris', 'Neal and Roberson Hicks,', 'Cigna', 47641.699248327204, 187, 'Urgent', '2021-05-30', 'Paracetamol', 'Abnormal'),
('dR. aARon AndErseN', 22, 'Male', 'A+', 'Cancer', '2022-03-22', 'Kimberly Martinez', 'Robinson Inc', 'Aetna', 4440.423373439604, 245, 'Elective', '2022-04-01', 'Ibuprofen', 'Normal'),
('brANDon gOmEz', 68, 'Male', 'B+', 'Hypertension', '2020-08-31', 'Daniel Calhoun', 'and Howard Sons', 'Aetna', 19936.659746488425, 212, 'Elective', '2020-09-13', 'Penicillin', 'Normal'),
('REgIna MATthEWs', 22, 'Male', 'AB+', 'Arthritis', '2021-03-17', 'Zachary Lopez', 'and Morris Mullins, Hernandez', 'UnitedHealthcare', 44863.65088804078, 244, 'Emergency', '2021-03-20', 'Aspirin', 'Normal'),
('AlAn roACH', 47, 'Male', 'A+', 'Cancer', '2019-06-13', 'Dwayne Bradley', 'Rodriguez-Howard', 'Medicare', 6877.477401439592, 200, 'Emergency', '2019-06-17', 'Penicillin', 'Normal'),
('CHRisTOPhER mcFarlaNd', 66, 'Male', 'AB-', 'Hypertension', '2020-08-01', 'Francisco Gray', 'Martin Ltd', 'Cigna', 17036.108576227165, 120, 'Elective', '2020-08-22', 'Lipitor', 'Abnormal');
INSERT INTO `healthcare_dataset` (`Name`, `Age`, `Gender`, `BloodType`, `MedicalCondition`, `DateofAdmission`, `Doctor`, `Hospital`, `InsuranceProvider`, `BillingAmount`, `RoomNumber`, `AdmissionType`, `DischargeDate`, `Medication`, `TestResults`) VALUES
('mICHAElA pATtERSON mD', 51, 'Female', 'O+', 'Cancer', '2020-03-25', 'Shane Mcintosh', 'Jordan-Hood', 'Blue Cross', 19825.217117921547, 256, 'Emergency', '2020-04-05', 'Lipitor', 'Abnormal'),
('miChAel hofFMAn', 45, 'Male', 'AB+', 'Asthma', '2020-05-03', 'Katherine Taylor', 'Fox-Singleton', 'Cigna', 47624.24846240759, 261, 'Urgent', '2020-05-27', 'Lipitor', 'Abnormal'),
('DYlAN SiMON', 23, 'Female', 'A+', 'Arthritis', '2022-11-29', 'Laura Shaw', 'Holland, Daniels Brennan and', 'Cigna', 22014.56050630606, 132, 'Elective', '2022-12-17', 'Ibuprofen', 'Abnormal'),
('chriStiNa DAVIs', 77, 'Male', 'AB-', 'Obesity', '2019-12-12', 'Susan Wheeler', 'Sanchez-Green', 'Aetna', 17621.519131563615, 331, 'Elective', '2019-12-27', 'Penicillin', 'Abnormal'),
('JeNniFeR FUEntEs', 68, 'Male', 'B+', 'Asthma', '2023-04-14', 'Tim Rodriguez', 'Brown LLC', 'Blue Cross', 47742.58881669974, 134, 'Urgent', '2023-05-03', 'Penicillin', 'Abnormal'),
('petER kelLY', 21, 'Female', 'AB+', 'Cancer', '2021-09-08', 'Stephanie Lamb', 'Pacheco-Morris', 'Cigna', 40960.95747036518, 171, 'Elective', '2021-10-03', 'Penicillin', 'Normal'),
('TammY coLE', 28, 'Male', 'A+', 'Hypertension', '2020-05-16', 'Frank Bell', 'Odonnell, Kelly Mejia and', 'Blue Cross', 45977.38136731675, 249, 'Urgent', '2020-05-20', 'Ibuprofen', 'Inconclusive'),
('sanDra FLYnn', 64, 'Male', 'B+', 'Obesity', '2020-05-24', 'Sherry Parker', 'Zimmerman-Schneider', 'UnitedHealthcare', 29685.109822373204, 307, 'Emergency', '2020-06-01', 'Ibuprofen', 'Abnormal'),
('KatHryn SMiTH', 23, 'Male', 'B-', 'Obesity', '2020-01-05', 'Daniel Johnson', 'Hoover Rodriguez, and Vang', 'UnitedHealthcare', 11418.62217239504, 360, 'Urgent', '2020-01-31', 'Lipitor', 'Abnormal'),
('JACQUEliNE StANtON', 29, 'Female', 'B-', 'Cancer', '2023-05-20', 'Mr. Joseph Smith', 'Fuller Sons and', 'Cigna', 20578.29571251847, 408, 'Emergency', '2023-05-25', 'Penicillin', 'Normal'),
('emMA FredERIck', 79, 'Female', 'O-', 'Arthritis', '2023-10-16', 'Abigail Flores', 'and Sons Bonilla', 'Cigna', 7068.913984475922, 237, 'Elective', '2023-10-27', 'Penicillin', 'Inconclusive'),
('kENNeTh jOnES', 53, 'Male', 'O+', 'Cancer', '2022-12-09', 'Maria Hernandez', 'and Gordon Lee Yang,', 'UnitedHealthcare', 16964.060341213913, 292, 'Urgent', '2022-12-12', 'Penicillin', 'Inconclusive'),
('JEffrEy sMITH', 25, 'Female', 'AB-', 'Cancer', '2022-10-21', 'Tonya Potter', 'LLC Howard', 'UnitedHealthcare', 16428.992244634683, 407, 'Urgent', '2022-11-14', 'Penicillin', 'Normal'),
('DAVId OWeN', 60, 'Male', 'O-', 'Obesity', '2020-02-27', 'Joshua Meyer', 'and Shields Williams, James', 'UnitedHealthcare', 49241.690582777286, 399, 'Elective', '2020-03-16', 'Lipitor', 'Abnormal'),
('KYle REEd', 59, 'Female', 'AB+', 'Obesity', '2022-08-28', 'Stacy Bender', 'Moore-Sanders', 'Cigna', 28954.26139161208, 379, 'Emergency', '2022-09-14', 'Aspirin', 'Inconclusive'),
('CHad peRez', 26, 'Female', 'A+', 'Diabetes', '2023-11-15', 'John Moore', 'Ortiz, and Massey Norton', 'Cigna', 2329.108092812969, 496, 'Urgent', '2023-11-27', 'Lipitor', 'Abnormal'),
('COUrtnEy bArnETT', 56, 'Male', 'AB+', 'Obesity', '2023-03-25', 'Michael Craig', 'PLC Anderson', 'UnitedHealthcare', 17327.984497481684, 480, 'Urgent', '2023-03-26', 'Penicillin', 'Abnormal'),
('KElLY MiLler', 53, 'Female', 'A+', 'Obesity', '2021-02-28', 'Christine Wood', 'Herring-Smith', 'Cigna', 22475.883716687033, 479, 'Emergency', '2021-03-29', 'Ibuprofen', 'Abnormal'),
('lARRy rAmSEY', 73, 'Female', 'B+', 'Diabetes', '2021-05-14', 'Melissa White', 'PLC Hale', 'Blue Cross', 32773.81627054692, 430, 'Emergency', '2021-05-17', 'Lipitor', 'Abnormal'),
('edWaRD DUrAn', 38, 'Male', 'B+', 'Obesity', '2020-04-19', 'David Obrien', 'Parker Jackson, Jackson and', 'Aetna', 17202.046377966686, 488, 'Urgent', '2020-05-12', 'Aspirin', 'Normal'),
('LEAH SullIVAn', 73, 'Female', 'A-', 'Cancer', '2024-01-18', 'Matthew Clark', 'Parsons Petersen, Mckenzie and', 'Medicare', 43801.72709227118, 232, 'Emergency', '2024-02-08', 'Lipitor', 'Abnormal'),
('SUsan oWeN', 20, 'Female', 'B-', 'Arthritis', '2021-05-05', 'Michele Alvarez', 'Guerrero-Jordan', 'Medicare', 8042.612464024589, 434, 'Emergency', '2021-05-20', 'Lipitor', 'Inconclusive'),
('sTEVEN James', 19, 'Male', 'A+', 'Hypertension', '2020-06-27', 'Patrick Ross', 'Lee Pugh, and Orozco', 'Medicare', 26660.448204658707, 109, 'Urgent', '2020-07-23', 'Aspirin', 'Normal'),
('hOLLY coLON', 79, 'Female', 'A+', 'Obesity', '2022-01-08', 'Maureen Jones', 'Payne Parker, Murphy and', 'Medicare', 33071.266573138324, 328, 'Emergency', '2022-01-31', 'Penicillin', 'Abnormal'),
('PaTRICK Cook', 56, 'Female', 'A+', 'Arthritis', '2019-09-01', 'Eric Beard', 'and Hernandez Mckinney Li,', 'Medicare', 36923.54008413822, 387, 'Emergency', '2019-10-01', 'Lipitor', 'Abnormal'),
('daNIEL heNdriCks', 54, 'Female', 'O-', 'Arthritis', '2020-02-17', 'Colleen Lawrence', 'Hancock Ltd', 'UnitedHealthcare', 34455.47548242026, 102, 'Urgent', '2020-02-21', 'Penicillin', 'Normal'),
('RyAn BeRg', 37, 'Female', 'O-', 'Arthritis', '2021-04-05', 'Stefanie Howard', 'Mitchell Brown and Rice,', 'UnitedHealthcare', 29993.379009176024, 205, 'Elective', '2021-04-09', 'Paracetamol', 'Inconclusive'),
('DEbbiE thoMPsON', 23, 'Male', 'B+', 'Diabetes', '2023-07-14', 'Mark Wallace', 'Garcia-Martinez', 'Blue Cross', 9736.464738189941, 391, 'Urgent', '2023-07-18', 'Lipitor', 'Abnormal'),
('JESsE SanCHeZ', 35, 'Male', 'A+', 'Cancer', '2021-01-06', 'Nichole Washington', 'Douglas-Diaz', 'Blue Cross', 43625.56217378001, 167, 'Emergency', '2021-01-25', 'Penicillin', 'Abnormal'),
('NORMAN tHoMaS', 52, 'Male', 'A-', 'Cancer', '2023-05-05', 'Gabrielle Brown', 'Ltd Tran', 'Cigna', 33864.95312924533, 429, 'Elective', '2023-05-14', 'Ibuprofen', 'Abnormal'),
('cATherInE zhAnG', 58, 'Male', 'O+', 'Asthma', '2020-02-17', 'Sean Ortiz', 'Smith and Foster Cooper,', 'UnitedHealthcare', 12004.404755392032, 135, 'Elective', '2020-03-06', 'Paracetamol', 'Normal'),
('john OROzCo Md', 28, 'Male', 'B+', 'Arthritis', '2022-08-27', 'Jacqueline Monroe', 'Hunter Inc', 'Blue Cross', 1910.7785497128334, 150, 'Urgent', '2022-09-07', 'Paracetamol', 'Abnormal'),
('wAYNE hODGE', 47, 'Female', 'A-', 'Diabetes', '2019-10-09', 'Nicole Manning', 'Sons Flores and', 'Blue Cross', 9594.886274485909, 312, 'Emergency', '2019-11-07', 'Paracetamol', 'Normal'),
('ElAINE LYncH', 68, 'Female', 'B+', 'Arthritis', '2022-05-06', 'Donna Callahan', 'Green Group', 'Medicare', 3770.6373806159245, 356, 'Emergency', '2022-05-14', 'Paracetamol', 'Inconclusive'),
('DERek LAwSoN', 25, 'Female', 'B+', 'Cancer', '2019-07-08', 'Ashley Warner', 'Lewis, Gibbs and Powell', 'Aetna', 12950.759575448634, 333, 'Emergency', '2019-07-14', 'Paracetamol', 'Inconclusive'),
('ANdRE andErSon', 71, 'Female', 'O+', 'Arthritis', '2020-09-12', 'Noah Schultz', 'Gomez and Espinoza, Wilson', 'Aetna', 14564.74608273018, 446, 'Emergency', '2020-09-18', 'Paracetamol', 'Normal'),
('DonNa SMitH', 36, 'Female', 'B+', 'Diabetes', '2021-12-02', 'Cassandra Martinez', 'Sons Martin and', 'Blue Cross', 38276.35621937149, 253, 'Emergency', '2021-12-16', 'Lipitor', 'Normal'),
('Dr. LEONarD BrEWEr Ii', 34, 'Male', 'A+', 'Diabetes', '2022-09-08', 'Robert Gomez', 'Sons and Moore', 'Medicare', 12586.422175762065, 234, 'Urgent', '2022-09-21', 'Penicillin', 'Normal'),
('pAMELa GARrett', 23, 'Female', 'A+', 'Cancer', '2021-01-30', 'Adam Torres', 'Hernandez-Pearson', 'Medicare', 34251.220097840014, 197, 'Elective', '2021-02-19', 'Penicillin', 'Normal'),
('pHiLlip wIlsON', 66, 'Male', 'O+', 'Diabetes', '2020-04-03', 'Dawn Mcintosh', 'Harrison-Robles', 'Medicare', 23812.4244843205, 380, 'Emergency', '2020-04-30', 'Lipitor', 'Normal'),
('VAnEsSa WALKeR', 57, 'Male', 'B-', 'Obesity', '2022-08-14', 'Cody Shaw', 'Ltd Guerra', 'Aetna', 26378.979266611546, 357, 'Urgent', '2022-09-13', 'Ibuprofen', 'Inconclusive'),
('jusTIN LEwis', 73, 'Female', 'AB-', 'Asthma', '2023-05-09', 'Ryan Mclean', 'Group Hudson', 'Medicare', 34587.807228902406, 252, 'Urgent', '2023-05-30', 'Lipitor', 'Inconclusive'),
('aNtHoNy coLeMAn', 21, 'Female', 'O+', 'Asthma', '2019-12-29', 'Mr. Evan Long PhD', 'Cordova LLC', 'Aetna', 14945.328061688291, 370, 'Elective', '2020-01-07', 'Penicillin', 'Normal'),
('JasmInE luNA', 27, 'Male', 'A-', 'Obesity', '2020-04-10', 'Dr. William Santiago', 'Horton-Boone', 'Cigna', 11023.287473805882, 142, 'Urgent', '2020-05-10', 'Paracetamol', 'Abnormal'),
('mICHaeL pattON', 58, 'Female', 'O-', 'Hypertension', '2022-11-19', 'Kimberly Conner', 'Campbell-Ryan', 'Medicare', 36841.600610949434, 387, 'Elective', '2022-12-15', 'Lipitor', 'Abnormal'),
('JoShUA tURNER', 31, 'Female', 'AB+', 'Asthma', '2019-08-18', 'Kenneth Glass', 'Johnson Aguilar Hamilton, and', 'Aetna', 25894.009981179002, 278, 'Elective', '2019-08-30', 'Ibuprofen', 'Normal'),
('bilLY JOhNSOn', 64, 'Female', 'B+', 'Cancer', '2021-09-30', 'Preston Werner', 'Moreno Inc', 'Medicare', 33631.41766717144, 176, 'Urgent', '2021-10-03', 'Lipitor', 'Normal'),
('AntHONy gOnZALez phd', 80, 'Female', 'AB+', 'Arthritis', '2019-09-16', 'Robin Davis', 'Group Brown', 'Aetna', 32879.086995655816, 361, 'Emergency', '2019-09-27', 'Aspirin', 'Inconclusive'),
('saRaH LoPEZ', 26, 'Female', 'AB+', 'Arthritis', '2021-04-18', 'Alexandra Kim', 'Inc Singh', 'Blue Cross', 30502.461414768815, 443, 'Elective', '2021-04-30', 'Ibuprofen', 'Abnormal'),
('LAWrencE wIlliAmS', 56, 'Male', 'AB+', 'Hypertension', '2024-02-13', 'David Moore', 'Sanchez-Mccullough', 'UnitedHealthcare', 6576.085125151776, 396, 'Elective', '2024-02-24', 'Lipitor', 'Inconclusive'),
('sUSAN NicHOLs', 46, 'Female', 'A+', 'Diabetes', '2020-10-05', 'John Barker', 'Smith Rodriguez and Buchanan,', 'Aetna', 41392.78012487011, 331, 'Elective', '2020-10-07', 'Aspirin', 'Abnormal'),
('jEaN RodriGuez', 53, 'Male', 'B-', 'Hypertension', '2021-08-02', 'Taylor Dillon', 'Grant-Wiggins', 'Medicare', 30714.82455655655, 149, 'Emergency', '2021-08-26', 'Aspirin', 'Abnormal'),
('JeNNIfER leOn', 58, 'Male', 'A-', 'Cancer', '2022-10-16', 'Michael Preston', 'May-Smith', 'Aetna', 30627.20861675614, 291, 'Emergency', '2022-10-26', 'Lipitor', 'Abnormal'),
('meREdIth HILl', 40, 'Male', 'B-', 'Cancer', '2023-12-13', 'Mark Brown', 'Franco and Trevino Clayton,', 'Medicare', 32482.155762868173, 196, 'Emergency', '2023-12-19', 'Aspirin', 'Inconclusive'),
('LaUra lAwrenCe', 84, 'Female', 'O-', 'Obesity', '2023-11-19', 'Alyssa Tapia', 'Herman-Griffin', 'Blue Cross', 7238.9633123566655, 328, 'Urgent', '2023-11-22', 'Lipitor', 'Normal'),
('juSTin HiCks', 39, 'Female', 'O-', 'Arthritis', '2021-01-03', 'Justin Carey', 'Mcclure Inc', 'UnitedHealthcare', 41210.76571619064, 465, 'Urgent', '2021-01-10', 'Paracetamol', 'Normal'),
('KRiSTa THORNton', 41, 'Male', 'AB+', 'Obesity', '2022-10-01', 'Kevin Chan', 'Watson-Hill', 'Cigna', 1114.4115592219487, 150, 'Emergency', '2022-10-20', 'Paracetamol', 'Inconclusive'),
('Ian DuFFy', 74, 'Male', 'B+', 'Cancer', '2019-05-24', 'Gregory Braun', 'Martin Rodriguez, Richardson and', 'UnitedHealthcare', 11162.425018145967, 455, 'Emergency', '2019-06-17', 'Aspirin', 'Normal'),
('jaDe BaKER', 84, 'Female', 'O-', 'Obesity', '2021-05-31', 'Todd Evans', 'and Gray Smith, Jennings', 'UnitedHealthcare', 1990.269053330718, 488, 'Urgent', '2021-06-03', 'Lipitor', 'Normal'),
('BiLlY pEtersEn', 67, 'Female', 'B+', 'Obesity', '2019-07-02', 'Donald Hebert', 'and Reynolds Moore Martin,', 'Medicare', 32363.644181923733, 161, 'Elective', '2019-07-13', 'Penicillin', 'Inconclusive'),
('robeRT GArciA', 55, 'Female', 'B-', 'Cancer', '2022-12-01', 'Erik Santos', 'Inc Wyatt', 'Blue Cross', 7949.353564297848, 331, 'Emergency', '2022-12-03', 'Ibuprofen', 'Inconclusive'),
('joHn doNAlDsON', 84, 'Female', 'B+', 'Obesity', '2019-06-26', 'Diana Lee', 'Potts, Salas Fletcher and', 'Blue Cross', 36760.48328707943, 442, 'Elective', '2019-06-30', 'Lipitor', 'Abnormal'),
('rAYMond gaLvaN', 28, 'Male', 'A+', 'Obesity', '2023-02-19', 'Cory Mitchell', 'Carr Group', 'Cigna', 24416.376023705678, 110, 'Emergency', '2023-03-13', 'Paracetamol', 'Normal'),
('bRaNdoN GREene', 57, 'Female', 'A-', 'Diabetes', '2020-06-03', 'Michelle Moses', 'Osborne-Hayes', 'Aetna', 25821.2648829931, 105, 'Elective', '2020-06-11', 'Paracetamol', 'Abnormal'),
('CHristINe COOper', 55, 'Male', 'O+', 'Diabetes', '2021-05-06', 'Jennifer Herman', 'Sullivan-Thomas', 'Cigna', 29427.514122194745, 286, 'Urgent', '2021-05-14', 'Lipitor', 'Normal'),
('AsHlEY HAWKInS', 22, 'Female', 'B-', 'Hypertension', '2020-11-22', 'Danielle Jennings', 'Group Graves', 'Blue Cross', 13763.98316266533, 232, 'Elective', '2020-11-27', 'Lipitor', 'Normal'),
('deREK sINglETon', 46, 'Female', 'AB+', 'Hypertension', '2021-02-14', 'Matthew Calhoun', 'Inc Gonzales', 'UnitedHealthcare', 36135.2305141002, 175, 'Elective', '2021-03-02', 'Paracetamol', 'Normal'),
('KyLe ANDErsoN', 55, 'Male', 'AB-', 'Diabetes', '2022-08-12', 'Marcus Green', 'Roberts-Brock', 'Aetna', 1933.2379431159582, 112, 'Elective', '2022-08-16', 'Aspirin', 'Normal'),
('SARAH GrEEn', 51, 'Female', 'B+', 'Asthma', '2023-02-06', 'Kelly Warren', 'PLC Johnson', 'Medicare', 48723.7084781196, 297, 'Emergency', '2023-03-02', 'Penicillin', 'Abnormal'),
('sHeLLY lyNn', 80, 'Female', 'B+', 'Arthritis', '2021-08-04', 'Jennifer Smith', 'and Gill, King Osborn', 'Cigna', 37114.411679851175, 143, 'Urgent', '2021-08-30', 'Paracetamol', 'Normal'),
('JOHn mCcArTY', 67, 'Female', 'A+', 'Asthma', '2023-01-20', 'Shelia Burns', 'and Johnson, Carter Johnston', 'Aetna', 19190.264994607627, 415, 'Elective', '2023-02-02', 'Ibuprofen', 'Abnormal'),
('cOURTNEy mOoRE', 21, 'Female', 'O-', 'Arthritis', '2021-03-12', 'Gina Jackson', 'Deleon Oneal, Moore and', 'Cigna', 42247.34251846451, 334, 'Urgent', '2021-04-11', 'Penicillin', 'Inconclusive'),
('jaVieR hamILToN', 71, 'Male', 'O-', 'Arthritis', '2022-02-12', 'Jason Jackson', 'Scott-Stewart', 'Cigna', 12068.760347384245, 472, 'Emergency', '2022-02-25', 'Ibuprofen', 'Abnormal'),
('sanDra graham', 54, 'Female', 'A+', 'Hypertension', '2022-06-16', 'Steven Burgess', 'Santos-Harris', 'UnitedHealthcare', 33834.659421882454, 472, 'Emergency', '2022-07-02', 'Ibuprofen', 'Inconclusive'),
('Carol miLler', 85, 'Female', 'AB+', 'Hypertension', '2019-12-27', 'Kenneth Simmons', 'Brown PLC', 'Cigna', 13924.723861179851, 147, 'Elective', '2020-01-23', 'Lipitor', 'Normal'),
('braNDI hOod', 73, 'Male', 'A-', 'Arthritis', '2022-01-20', 'Melinda Valencia', 'Benson-Cunningham', 'Medicare', 37323.43729191787, 390, 'Elective', '2022-02-02', 'Lipitor', 'Abnormal'),
('adAM thompsoN', 21, 'Male', 'A+', 'Cancer', '2022-09-12', 'Anita Ramos', 'and Walker, Li Gomez', 'Cigna', 32540.974151232745, 305, 'Emergency', '2022-09-19', 'Ibuprofen', 'Abnormal'),
('ambER rEid', 41, 'Male', 'AB+', 'Hypertension', '2020-12-17', 'Brian Wright', 'Moore-Arias', 'Blue Cross', 1538.3943165504872, 258, 'Emergency', '2020-12-20', 'Lipitor', 'Normal'),
('jEnnifEr EvAns', 63, 'Male', 'A+', 'Obesity', '2022-01-10', 'Alvin Guzman', 'Cunningham Group', 'Cigna', 33449.559001325666, 301, 'Elective', '2022-01-12', 'Aspirin', 'Normal'),
('keIth WilCox', 21, 'Female', 'B-', 'Asthma', '2024-01-15', 'Ricky Nguyen', 'Pineda Rhodes, and Luna', 'Blue Cross', 18187.771657372396, 494, 'Emergency', '2024-02-06', 'Ibuprofen', 'Inconclusive'),
('CyntHIa BRyaNt', 70, 'Male', 'A+', 'Hypertension', '2021-12-09', 'Nicole Weaver', 'Pearson, Carroll and Lane', 'Medicare', 943.1165334604409, 469, 'Elective', '2022-01-08', 'Lipitor', 'Abnormal'),
('NIChoLas bEll', 49, 'Male', 'AB-', 'Obesity', '2019-08-05', 'John Whitney', 'Gonzalez-Keith', 'Cigna', 45777.43650158128, 178, 'Elective', '2019-08-08', 'Penicillin', 'Normal'),
('HAnNAh CareY', 60, 'Female', 'AB-', 'Cancer', '2021-02-17', 'Emma Yang', 'Perez-Henderson', 'Cigna', 20840.242917910036, 146, 'Urgent', '2021-03-14', 'Lipitor', 'Inconclusive'),
('BRaD lEwis', 29, 'Male', 'O+', 'Diabetes', '2019-05-29', 'Sierra Kerr', 'Davis-Smith', 'Aetna', 38625.54342593186, 117, 'Urgent', '2019-06-26', 'Penicillin', 'Normal'),
('CHrIsTIna sullIVAn', 46, 'Male', 'A+', 'Cancer', '2019-08-28', 'James Austin', 'Henderson Inc', 'UnitedHealthcare', 7837.564862864802, 377, 'Elective', '2019-09-20', 'Penicillin', 'Normal'),
('sHARon ferREll', 55, 'Male', 'AB-', 'Arthritis', '2023-03-15', 'Jennifer Snyder', 'Williams, and Diaz Campbell', 'UnitedHealthcare', 30299.196794971584, 281, 'Emergency', '2023-03-21', 'Paracetamol', 'Normal'),
('kylE aRmStroNg', 62, 'Male', 'AB+', 'Obesity', '2023-02-05', 'Casey Baker', 'Finley Salinas, Jones and', 'Blue Cross', 13795.004676922721, 206, 'Urgent', '2023-02-23', 'Paracetamol', 'Inconclusive'),
('BRYcE klEIN', 71, 'Female', 'O+', 'Hypertension', '2024-01-24', 'Joshua Vargas', 'Baker and Barber Baxter,', 'Blue Cross', 15645.72078278906, 335, 'Elective', '2024-02-11', 'Paracetamol', 'Abnormal'),
('GAbRIeL GaRciA', 18, 'Female', 'A-', 'Cancer', '2021-01-02', 'Calvin Evans', 'Ltd Marquez', 'Cigna', 47559.87976304289, 369, 'Elective', '2021-01-10', 'Lipitor', 'Inconclusive'),
('JuSTIn gibbs', 23, 'Male', 'AB-', 'Obesity', '2019-07-12', 'Olivia Morales', 'Stuart Inc', 'UnitedHealthcare', 33991.20175540486, 138, 'Urgent', '2019-07-25', 'Paracetamol', 'Normal'),
('keLly JOhNSON', 38, 'Male', 'O+', 'Hypertension', '2019-09-27', 'Jessica Leblanc', 'Ltd Dixon', 'Medicare', 48437.879591428486, 136, 'Urgent', '2019-09-30', 'Ibuprofen', 'Inconclusive'),
('ChristophEr bROWN', 30, 'Male', 'B+', 'Obesity', '2019-06-18', 'Kimberly Vargas', 'PLC Harris', 'Medicare', 20070.139478031084, 305, 'Urgent', '2019-07-16', 'Lipitor', 'Abnormal'),
('lISa CHamBERS', 39, 'Male', 'A-', 'Diabetes', '2022-04-22', 'Lucas Woods', 'Carpenter-Chen', 'Blue Cross', 39180.2990948298, 118, 'Elective', '2022-05-08', 'Ibuprofen', 'Inconclusive'),
('MICHAel zImmeRMaN', 55, 'Female', 'AB-', 'Arthritis', '2020-05-31', 'Samantha Contreras', 'Ltd Wilkinson', 'Cigna', 25474.501254573093, 220, 'Urgent', '2020-06-18', 'Paracetamol', 'Abnormal'),
('deaNNA colLiNS', 38, 'Male', 'O-', 'Asthma', '2021-12-15', 'Ashley Steele', 'Miles-Sanchez', 'UnitedHealthcare', 18510.33014774858, 217, 'Elective', '2022-01-13', 'Lipitor', 'Normal'),
('eRIka HErNAndez', 48, 'Female', 'B+', 'Diabetes', '2021-03-17', 'Richard Stokes', 'Collins Sons and', 'Medicare', 11884.327927805494, 264, 'Elective', '2021-04-13', 'Paracetamol', 'Normal'),
('PAMeLA DuncaN', 26, 'Female', 'B+', 'Asthma', '2023-10-05', 'Paula Herrera', 'Massey Inc', 'Cigna', 3573.0164287635776, 119, 'Emergency', '2023-10-18', 'Aspirin', 'Normal'),
('saRa jONES', 68, 'Female', 'O+', 'Obesity', '2022-11-15', 'Donald Nguyen', 'Baker and Thompson, Johnson', 'Blue Cross', 4084.515472447586, 435, 'Elective', '2022-12-14', 'Lipitor', 'Inconclusive'),
('THErEsA COlEMan', 60, 'Female', 'A+', 'Obesity', '2021-12-23', 'Jonathon Galvan', 'Group Robbins', 'Cigna', 10649.328407821993, 236, 'Urgent', '2021-12-30', 'Penicillin', 'Inconclusive'),
('stACeY WOOd', 72, 'Female', 'B+', 'Diabetes', '2020-02-10', 'Joan Mccarty', 'White-Stone', 'Medicare', 28756.22809706306, 205, 'Elective', '2020-02-16', 'Aspirin', 'Abnormal'),
('pATrICK FlOreS', 23, 'Female', 'O+', 'Cancer', '2021-06-11', 'Jason Stokes', 'Caldwell Group', 'Blue Cross', 26424.348121928542, 274, 'Urgent', '2021-06-17', 'Lipitor', 'Normal'),
('lAURa mORgaN', 55, 'Male', 'AB+', 'Arthritis', '2022-03-05', 'Ronald Stafford', 'Brown-Thompson', 'Cigna', 34602.10194438856, 339, 'Elective', '2022-03-14', 'Paracetamol', 'Normal'),
('nIcOlE CRaNE', 59, 'Male', 'AB+', 'Diabetes', '2023-11-22', 'Rebecca Davis', 'Sons and Morton', 'Aetna', 6216.406228485148, 276, 'Emergency', '2023-11-23', 'Paracetamol', 'Inconclusive'),
('RoBert aRELlaNO', 83, 'Male', 'O-', 'Obesity', '2021-01-08', 'Kathleen Wheeler', 'and Johnson Sons', 'Medicare', 34770.7479610311, 328, 'Urgent', '2021-02-06', 'Aspirin', 'Normal'),
('JoN SPeNCe', 36, 'Female', 'A+', 'Arthritis', '2023-07-31', 'Clifford Wilson', 'Travis Inc', 'Cigna', 27378.987914443074, 488, 'Elective', '2023-08-15', 'Lipitor', 'Inconclusive'),
('KevIn sMiTH', 51, 'Male', 'A-', 'Arthritis', '2019-08-10', 'Ryan Patterson', 'Brooks LLC', 'UnitedHealthcare', 12297.02569724282, 103, 'Emergency', '2019-08-14', 'Paracetamol', 'Abnormal'),
('RHonDa JAcKsoN', 59, 'Male', 'B+', 'Asthma', '2020-02-24', 'Kathryn Wong', 'Nguyen, Simmons and Johnson', 'UnitedHealthcare', 43863.48440825433, 408, 'Elective', '2020-03-22', 'Paracetamol', 'Normal'),
('DanIEL mORRiS', 64, 'Female', 'AB+', 'Arthritis', '2021-06-25', 'Amy Perry', 'Buck and Delgado, Rich', 'Blue Cross', 21690.797971472864, 140, 'Emergency', '2021-07-16', 'Lipitor', 'Abnormal'),
('CoURtney stepHeNs', 38, 'Male', 'B-', 'Obesity', '2022-04-10', 'Joe Hicks', 'Snyder Ltd', 'Medicare', 41134.78762471197, 494, 'Emergency', '2022-04-28', 'Paracetamol', 'Abnormal'),
('bRENT RObiNsON', 25, 'Female', 'B+', 'Obesity', '2020-01-26', 'Aaron Johnson', 'Patton and Mclaughlin, Barr', 'UnitedHealthcare', 4980.3874753985365, 192, 'Emergency', '2020-02-19', 'Paracetamol', 'Normal'),
('DEVin HaRmon', 52, 'Male', 'AB+', 'Diabetes', '2021-06-26', 'Margaret Massey', 'Olson LLC', 'Cigna', 4152.864723891591, 293, 'Emergency', '2021-06-27', 'Penicillin', 'Normal'),
('kimBErlY sHANNoN', 80, 'Female', 'A-', 'Obesity', '2022-03-21', 'Pamela Miller', 'Foley, Williams Gonzales and', 'Blue Cross', 26459.13383033267, 387, 'Emergency', '2022-03-30', 'Penicillin', 'Normal'),
('paTRicIA bEniTez', 34, 'Female', 'A+', 'Cancer', '2022-11-01', 'Christopher King', 'Melton Ltd', 'Blue Cross', 22549.379635232952, 207, 'Emergency', '2022-11-18', 'Penicillin', 'Normal'),
('micHAEl ROgERS', 32, 'Female', 'B+', 'Obesity', '2022-10-11', 'Debbie Peters', 'Baker PLC', 'Cigna', 45870.5601933495, 314, 'Urgent', '2022-11-06', 'Penicillin', 'Abnormal'),
('WIlLiam fAULKner', 42, 'Female', 'B+', 'Obesity', '2019-06-13', 'William Paul', 'Oconnor and Sons', 'Blue Cross', 43131.252177573115, 382, 'Elective', '2019-07-12', 'Penicillin', 'Inconclusive'),
('aMy HartmAN', 37, 'Female', 'O-', 'Arthritis', '2020-09-13', 'Dustin Russell', 'Schmitt and Montgomery, Barber', 'Blue Cross', 16828.05197382164, 147, 'Urgent', '2020-10-13', 'Paracetamol', 'Inconclusive'),
('HoLlY anDeRSen', 20, 'Male', 'O-', 'Cancer', '2022-05-26', 'Mr. Jimmy Gonzales', 'and Miller Montoya, Small', 'Aetna', 38270.2696745062, 120, 'Urgent', '2022-06-25', 'Penicillin', 'Abnormal'),
('jEnNiFEr MayO', 26, 'Female', 'A+', 'Cancer', '2021-07-07', 'Nicole Johnson', 'Travis Graham and Whitehead,', 'Aetna', 40078.82104927151, 326, 'Urgent', '2021-07-17', 'Paracetamol', 'Inconclusive'),
('Greg whItE', 21, 'Female', 'B+', 'Diabetes', '2023-12-21', 'Michael Mcdaniel', 'Thomas Ltd', 'UnitedHealthcare', 22757.587181993487, 407, 'Emergency', '2024-01-11', 'Ibuprofen', 'Abnormal'),
('KeNNeth WeEks', 56, 'Female', 'O+', 'Arthritis', '2021-01-30', 'John Dixon', 'LLC Allen', 'Medicare', 9028.983609814934, 102, 'Emergency', '2021-02-26', 'Aspirin', 'Abnormal'),
('jESse YOrk', 20, 'Male', 'O+', 'Diabetes', '2022-07-06', 'James Murphy', 'King Group', 'Medicare', 23436.74159303158, 211, 'Urgent', '2022-07-11', 'Aspirin', 'Inconclusive'),
('LEAh stONe', 32, 'Male', 'AB-', 'Arthritis', '2022-10-12', 'Jason Hernandez', 'Lamb-Hansen', 'Cigna', 45177.87574226839, 315, 'Urgent', '2022-11-11', 'Lipitor', 'Abnormal'),
('JEfFReY FergUSON', 47, 'Female', 'B+', 'Arthritis', '2023-04-26', 'Lisa Thompson', 'PLC Haney', 'Medicare', 17353.787810702008, 192, 'Elective', '2023-05-16', 'Penicillin', 'Abnormal'),
('TRAVIS rOMAn', 47, 'Female', 'B-', 'Cancer', '2020-02-06', 'Tanya Gutierrez', 'Moss-Jones', 'Medicare', 16670.012562658787, 107, 'Urgent', '2020-02-14', 'Aspirin', 'Normal'),
('aSHLEy SAlaZAr', 79, 'Female', 'AB-', 'Obesity', '2019-09-21', 'Christopher Stevens', 'Meyer Bishop and Wallace,', 'Aetna', 22059.3597629793, 359, 'Urgent', '2019-10-06', 'Ibuprofen', 'Inconclusive'),
('DAVid mIraNDa', 48, 'Female', 'B+', 'Cancer', '2020-03-11', 'Anne Alvarez', 'Black and Sons', 'Aetna', 34934.93537978995, 458, 'Emergency', '2020-03-14', 'Paracetamol', 'Abnormal'),
('aNgela sUlLIVaN', 44, 'Male', 'B+', 'Cancer', '2022-04-30', 'Sonya Fletcher', 'Davis-Bell', 'Medicare', 45625.23810873334, 440, 'Urgent', '2022-05-12', 'Ibuprofen', 'Inconclusive'),
('asHlEY bell', 42, 'Male', 'AB-', 'Arthritis', '2020-04-09', 'Donald Maynard', 'Hill, Murphy and Stewart', 'Blue Cross', 11641.62885015552, 396, 'Emergency', '2020-04-11', 'Penicillin', 'Inconclusive'),
('mrs. sabrInA mOrEnO', 78, 'Female', 'A+', 'Diabetes', '2020-10-05', 'Jessica Byrd', 'Bryant and Thomas, Smith', 'Aetna', 16267.126606894102, 253, 'Elective', '2020-10-14', 'Paracetamol', 'Normal'),
('CraiG cLaRkE', 39, 'Female', 'O+', 'Asthma', '2019-12-28', 'George Thompson', 'Sons and Dawson', 'Aetna', 48038.21696757717, 107, 'Elective', '2020-01-05', 'Aspirin', 'Normal'),
('keLLy HIlL', 67, 'Female', 'AB-', 'Asthma', '2023-09-05', 'Lisa Small', 'Paul Watts and Perkins,', 'Blue Cross', 33118.52901962596, 236, 'Emergency', '2023-09-14', 'Paracetamol', 'Inconclusive'),
('aaROn WEAvEr', 40, 'Female', 'AB-', 'Obesity', '2022-08-12', 'Tonya Dodson', 'Williams-Gordon', 'Blue Cross', 28087.59444050765, 245, 'Urgent', '2022-09-01', 'Paracetamol', 'Normal'),
('gEoRge mason', 30, 'Female', 'AB-', 'Diabetes', '2024-02-17', 'William Scott', 'and Chapman Payne, Werner', 'Medicare', 42500.59066977505, 142, 'Emergency', '2024-02-18', 'Penicillin', 'Abnormal'),
('JOnaTHan HODges', 69, 'Female', 'B+', 'Asthma', '2019-05-21', 'Robert Evans', 'Thomas, Green and Barron', 'Cigna', 47980.91717403504, 181, 'Urgent', '2019-06-18', 'Ibuprofen', 'Inconclusive'),
('FelicIa YAng', 29, 'Female', 'A-', 'Arthritis', '2019-11-30', 'Francis Stout', 'Lambert-Brandt', 'UnitedHealthcare', 27191.41890622795, 433, 'Emergency', '2019-12-22', 'Penicillin', 'Normal'),
('SaraH MilLer', 82, 'Male', 'B-', 'Diabetes', '2023-01-29', 'Jasmine Jimenez', 'Group Sparks', 'Medicare', 11425.888500241705, 237, 'Elective', '2023-02-04', 'Penicillin', 'Inconclusive'),
('vInCent RAY', 56, 'Male', 'A-', 'Cancer', '2019-06-21', 'Robert Martinez', 'Inc Swanson', 'Blue Cross', 30414.766328011745, 310, 'Urgent', '2019-07-11', 'Ibuprofen', 'Abnormal'),
('JAMie CollINs', 84, 'Male', 'B-', 'Asthma', '2023-06-17', 'Nathaniel Williams', 'Mclaughlin, and Tucker Francis', 'Aetna', 7566.859306761831, 435, 'Urgent', '2023-07-17', 'Penicillin', 'Normal'),
('aMANdA CUmMINGS', 43, 'Female', 'B-', 'Obesity', '2022-07-24', 'Michelle Shepard', 'Inc Copeland', 'UnitedHealthcare', 34815.75496859786, 120, 'Emergency', '2022-07-28', 'Aspirin', 'Normal'),
('RAChEl SWanSON', 79, 'Female', 'AB-', 'Arthritis', '2022-01-28', 'Andrea Mitchell', 'Ltd Smith', 'Medicare', 18609.8981700976, 127, 'Elective', '2022-02-18', 'Lipitor', 'Inconclusive'),
('nICoLE kNiGhT', 22, 'Female', 'B+', 'Arthritis', '2022-07-31', 'Marie Glass', 'Brown LLC', 'UnitedHealthcare', 25233.892403363607, 194, 'Elective', '2022-08-28', 'Lipitor', 'Inconclusive'),
('mIChAel mAnN', 73, 'Male', 'B+', 'Cancer', '2023-05-05', 'Ryan Fisher', 'Hodges Brown, Munoz and', 'Blue Cross', 12339.958608754505, 135, 'Elective', '2023-05-28', 'Aspirin', 'Inconclusive'),
('wiLliAm ROGERS', 84, 'Male', 'A-', 'Asthma', '2020-08-31', 'Heather Petty', 'Robinson-Ritter', 'Cigna', 38440.92706817124, 192, 'Urgent', '2020-09-28', 'Lipitor', 'Inconclusive'),
('MelAnIE mITCHEll', 49, 'Male', 'A-', 'Obesity', '2022-05-13', 'Nicole Stevenson', 'Green, Howell and Jordan', 'Aetna', 7147.96620249127, 140, 'Emergency', '2022-06-05', 'Paracetamol', 'Normal'),
('Steven ROBiNson', 54, 'Male', 'AB+', 'Cancer', '2019-12-04', 'Monica Costa', 'PLC Garcia', 'Aetna', 24755.026431309223, 155, 'Emergency', '2019-12-30', 'Paracetamol', 'Inconclusive'),
('BrIaN gEOrGe', 59, 'Male', 'B-', 'Cancer', '2023-04-06', 'Joseph Copeland', 'Fox, and Lucas Cain', 'Medicare', 39553.11649082513, 376, 'Emergency', '2023-04-21', 'Aspirin', 'Abnormal'),
('ToNy haRrisoN', 55, 'Male', 'B+', 'Hypertension', '2022-10-08', 'Daniel Mayer', 'and Lee Sons', 'Medicare', 48590.77273203682, 368, 'Urgent', '2022-11-06', 'Penicillin', 'Inconclusive'),
('elaINe gUZMAn', 27, 'Male', 'A-', 'Asthma', '2023-07-22', 'Christian Allen', 'Petty-Lloyd', 'Medicare', 32806.48773568757, 195, 'Elective', '2023-08-11', 'Paracetamol', 'Normal'),
('MiCHeLLE lAne', 38, 'Male', 'O+', 'Cancer', '2021-10-19', 'Amy Gonzales', 'Kelly PLC', 'Aetna', 18647.821435557686, 324, 'Urgent', '2021-11-01', 'Penicillin', 'Normal'),
('JaSon sMitH', 55, 'Female', 'B+', 'Arthritis', '2021-12-05', 'Tracy Sandoval', 'Conley-Wood', 'UnitedHealthcare', 50378.30056216691, 155, 'Emergency', '2021-12-11', 'Ibuprofen', 'Normal'),
('jaNIce MooRE', 46, 'Male', 'A-', 'Diabetes', '2023-09-24', 'Daniel James', 'Choi PLC', 'Medicare', 31263.329851897815, 179, 'Emergency', '2023-10-06', 'Ibuprofen', 'Normal'),
('jeNnIfeR HayES', 40, 'Female', 'A+', 'Hypertension', '2021-12-03', 'Kerry Johnson', 'Yu-Bryant', 'Aetna', 14273.011155137357, 212, 'Urgent', '2021-12-14', 'Lipitor', 'Inconclusive'),
('PhILlIp eSpinoZA', 21, 'Male', 'A+', 'Arthritis', '2020-02-06', 'Brian Strong', 'LLC Chavez', 'UnitedHealthcare', 20549.259065716866, 422, 'Elective', '2020-02-16', 'Aspirin', 'Inconclusive'),
('charLENe BrowN MD', 81, 'Male', 'O-', 'Hypertension', '2023-07-30', 'Christopher Barnes', 'Mills and Young, Perry', 'Cigna', 48799.38533434022, 102, 'Emergency', '2023-08-11', 'Paracetamol', 'Inconclusive'),
('THoMAs EricKSon', 40, 'Female', 'O-', 'Hypertension', '2020-03-25', 'Adam Gray', 'Sims-Castro', 'Cigna', 16572.900300740876, 252, 'Emergency', '2020-04-07', 'Aspirin', 'Inconclusive'),
('jEROmE DAY', 60, 'Male', 'O-', 'Arthritis', '2021-02-25', 'Michael Thomas', 'Gonzalez LLC', 'Medicare', 4224.218449943404, 353, 'Urgent', '2021-03-15', 'Paracetamol', 'Normal'),
('ALEjandro khaN', 58, 'Female', 'B+', 'Hypertension', '2020-10-25', 'Reginald Williams', 'Hall and Montgomery King,', 'Blue Cross', 39053.04522697317, 131, 'Elective', '2020-11-14', 'Paracetamol', 'Abnormal'),
('lauriE cOLe', 54, 'Male', 'A+', 'Asthma', '2021-08-07', 'Ryan Tran', 'Ingram-Collins', 'Aetna', 35554.17154716299, 116, 'Elective', '2021-08-26', 'Lipitor', 'Abnormal'),
('bILL waLKER', 60, 'Male', 'A+', 'Diabetes', '2023-01-21', 'Lauren Hines', 'Watkins Group', 'Aetna', 7613.45093953904, 448, 'Urgent', '2023-02-07', 'Penicillin', 'Normal'),
('aLEXaNdEr cErvANtEs', 52, 'Female', 'O+', 'Diabetes', '2023-07-30', 'Jerry Farley', 'Group Smith', 'Blue Cross', 18798.115298222212, 121, 'Urgent', '2023-08-23', 'Penicillin', 'Normal'),
('maNuEl knight', 49, 'Male', 'A+', 'Obesity', '2023-09-25', 'Cameron Smith', 'Carpenter PLC', 'Blue Cross', 35740.550318580244, 390, 'Elective', '2023-10-04', 'Ibuprofen', 'Abnormal'),
('aarOn siMMonS', 38, 'Male', 'B+', 'Diabetes', '2020-03-29', 'Kelly Spencer', 'Sons and Davis', 'Aetna', 15415.388076327, 153, 'Emergency', '2020-04-19', 'Aspirin', 'Abnormal'),
('SAndY geOrgE', 55, 'Female', 'B+', 'Diabetes', '2023-08-10', 'Michael Russell', 'Ellis, and Smith Black', 'UnitedHealthcare', 18628.701838647696, 323, 'Emergency', '2023-08-30', 'Aspirin', 'Normal'),
('auStIN AnDerSoN', 59, 'Female', 'B-', 'Cancer', '2023-06-04', 'Stephen Davis', 'Aguilar-Moreno', 'Medicare', 30451.23586420147, 152, 'Urgent', '2023-06-20', 'Lipitor', 'Abnormal'),
('SHarON fReeMAN', 72, 'Female', 'O-', 'Obesity', '2021-03-26', 'Joseph Lee', 'Inc Howard', 'Blue Cross', 5471.7298167228955, 321, 'Emergency', '2021-04-25', 'Lipitor', 'Inconclusive'),
('GarY WiLsOn', 55, 'Female', 'B+', 'Arthritis', '2020-11-15', 'Krista Hess', 'Goodwin-Lawrence', 'Medicare', 22348.107097018237, 244, 'Emergency', '2020-12-06', 'Penicillin', 'Inconclusive'),
('REbecca JOnES', 85, 'Male', 'B-', 'Arthritis', '2019-05-12', 'Eddie Williams', 'PLC Hoffman', 'Blue Cross', 36307.54117733637, 306, 'Urgent', '2019-05-16', 'Lipitor', 'Inconclusive'),
('Craig WYaTt', 18, 'Female', 'AB-', 'Arthritis', '2019-05-20', 'Ellen Brown', 'Acosta Group', 'Cigna', 37941.37825197917, 145, 'Urgent', '2019-06-15', 'Aspirin', 'Abnormal'),
('AmAnda diXoN', 58, 'Female', 'A-', 'Cancer', '2024-01-03', 'Stefanie Martinez', 'Murray, Gilbert and Crawford', 'Medicare', 15648.78727636144, 498, 'Elective', '2024-01-26', 'Aspirin', 'Abnormal'),
('CLaYTOn hoffmAn', 76, 'Male', 'B+', 'Arthritis', '2020-05-17', 'Lauren Stevens', 'Group Blake', 'Aetna', 14572.19983645738, 134, 'Emergency', '2020-05-23', 'Penicillin', 'Normal'),
('LiNDsEY chErRY', 82, 'Female', 'O+', 'Hypertension', '2022-10-03', 'Jacob Soto', 'Price, Neal and Mcpherson', 'Cigna', 35789.994594515745, 474, 'Elective', '2022-10-31', 'Penicillin', 'Inconclusive'),
('joRDAN ValDEz', 66, 'Female', 'O-', 'Asthma', '2020-09-24', 'Lisa Carrillo', 'Group Davis', 'Cigna', 26911.222987495697, 249, 'Elective', '2020-09-26', 'Paracetamol', 'Normal'),
('MIsTy CLaRK', 84, 'Female', 'B-', 'Diabetes', '2019-10-12', 'Heather Santiago', 'Sellers and Nelson, Anderson', 'Blue Cross', 37571.37570058234, 275, 'Urgent', '2019-10-31', 'Penicillin', 'Normal'),
('ReBecca fULLEr', 62, 'Male', 'A+', 'Obesity', '2022-03-11', 'Janet Holt', 'Gordon-Foster', 'Blue Cross', 17370.825947033292, 281, 'Urgent', '2022-03-28', 'Penicillin', 'Normal'),
('joHN loPeZ', 38, 'Male', 'AB-', 'Obesity', '2021-11-03', 'Danielle Turner', 'Boyd Ltd', 'Cigna', 35489.45860376046, 353, 'Elective', '2021-12-03', 'Penicillin', 'Normal'),
('ChRiSTINa WiLlIAMS', 70, 'Male', 'A+', 'Obesity', '2023-01-21', 'Amanda Grant', 'Cole Inc', 'UnitedHealthcare', 47443.611360791605, 194, 'Emergency', '2023-02-14', 'Aspirin', 'Abnormal'),
('LaUREn fRieDMAN', 63, 'Male', 'B-', 'Obesity', '2020-02-14', 'Jeffrey Wilkinson', 'Matthews Group', 'UnitedHealthcare', 49376.063531636064, 147, 'Elective', '2020-03-02', 'Aspirin', 'Inconclusive'),
('anDreA MorGAN', 27, 'Female', 'AB-', 'Asthma', '2023-08-17', 'Dr. Michael Peters', 'PLC Clarke', 'Medicare', 27601.54940154402, 228, 'Urgent', '2023-08-19', 'Penicillin', 'Normal'),
('aNGeLA GIlBErT', 29, 'Female', 'O+', 'Hypertension', '2020-08-30', 'Christopher Griffin', 'Graham-Smith', 'Medicare', 20455.45828857819, 283, 'Elective', '2020-09-01', 'Lipitor', 'Abnormal'),
('FAitH fOstER', 65, 'Female', 'A+', 'Obesity', '2020-05-06', 'Daniel Lucero', 'Reynolds and Sons', 'Aetna', 11492.788392210412, 116, 'Emergency', '2020-05-15', 'Lipitor', 'Inconclusive'),
('TaNNer BUrGesS', 26, 'Female', 'B+', 'Hypertension', '2024-03-25', 'Eileen Sanchez', 'Adams-Kim', 'UnitedHealthcare', 46094.97543990929, 452, 'Elective', '2024-03-30', 'Penicillin', 'Abnormal'),
('EliZabeTh TAyLoR', 53, 'Male', 'B-', 'Cancer', '2020-11-08', 'Mitchell Kerr', 'Sons and Good', 'Blue Cross', 17616.100835637895, 219, 'Elective', '2020-11-16', 'Paracetamol', 'Normal'),
('eLIZAbEth huNt', 46, 'Female', 'A-', 'Cancer', '2019-09-09', 'Amanda Simmons', 'Howell, Young Potts and', 'Medicare', 46961.57543956395, 185, 'Urgent', '2019-09-23', 'Paracetamol', 'Normal'),
('EriN ryAn', 25, 'Male', 'B+', 'Asthma', '2019-05-29', 'Thomas Jenkins', 'Martinez, Reed Watts and', 'Medicare', 21951.536382917733, 497, 'Emergency', '2019-06-27', 'Ibuprofen', 'Abnormal'),
('MR. CODy NAvArrO', 18, 'Male', 'A+', 'Cancer', '2021-02-22', 'David Chan', 'LLC Massey', 'Medicare', 29003.535347504865, 325, 'Elective', '2021-03-16', 'Ibuprofen', 'Inconclusive'),
('LAUrIe garcIa', 67, 'Female', 'B-', 'Obesity', '2021-05-01', 'Bruce Moss', 'Lewis-Fletcher', 'UnitedHealthcare', 18561.270578109692, 411, 'Emergency', '2021-05-26', 'Ibuprofen', 'Inconclusive'),
('DeviN sheLtoN', 25, 'Female', 'B-', 'Cancer', '2022-05-04', 'Jamie Williamson', 'and Harmon Brown, Cabrera', 'Medicare', 50081.1319035216, 318, 'Elective', '2022-05-17', 'Ibuprofen', 'Normal'),
('oSCar nElSOn', 24, 'Male', 'AB+', 'Obesity', '2023-06-27', 'Crystal Schwartz', 'Wagner LLC', 'Cigna', 39018.76747334285, 176, 'Emergency', '2023-07-09', 'Ibuprofen', 'Abnormal'),
('TAYLoR BrOwn', 47, 'Male', 'AB+', 'Hypertension', '2023-05-05', 'Sarah Stafford', 'Inc Johnson', 'Cigna', 20071.999220817248, 145, 'Urgent', '2023-05-18', 'Penicillin', 'Inconclusive'),
('AARon OnEal', 69, 'Male', 'A-', 'Asthma', '2019-09-22', 'Anthony Atkins', 'Inc Taylor', 'Medicare', 30828.633608381922, 478, 'Emergency', '2019-09-26', 'Lipitor', 'Abnormal'),
('JOHN milLer', 18, 'Female', 'B-', 'Cancer', '2023-10-22', 'Brenda Clements', 'Steele-Robinson', 'Cigna', 47337.95534838448, 252, 'Elective', '2023-11-16', 'Paracetamol', 'Abnormal'),
('britTAnY waTsoN', 53, 'Male', 'A+', 'Hypertension', '2021-09-02', 'Tammy Walker', 'Berry and Fischer, Wells', 'UnitedHealthcare', 45053.27038293828, 174, 'Elective', '2021-09-09', 'Paracetamol', 'Abnormal'),
('JoHN moORe', 45, 'Male', 'O-', 'Obesity', '2021-06-30', 'Brian Hicks III', 'Benson-Cook', 'Medicare', 32095.92606096527, 202, 'Urgent', '2021-07-29', 'Penicillin', 'Inconclusive'),
('JosepH lIVIngsTOn', 50, 'Female', 'AB-', 'Cancer', '2024-01-28', 'Monica Richardson', 'Montes-Evans', 'Blue Cross', 12150.467209481098, 375, 'Urgent', '2024-02-01', 'Ibuprofen', 'Inconclusive'),
('ANdreW Brooks', 51, 'Female', 'AB+', 'Diabetes', '2022-05-19', 'Melissa Tyler', 'Ortega Ltd', 'Medicare', 43474.5187709147, 262, 'Urgent', '2022-05-28', 'Lipitor', 'Normal'),
('HArold webb', 34, 'Male', 'B-', 'Arthritis', '2022-09-21', 'Jessica Hoffman PhD', 'and Rose Stewart, Davis', 'Blue Cross', 10830.60838856691, 372, 'Elective', '2022-10-08', 'Paracetamol', 'Abnormal'),
('dOugLAS kIng', 80, 'Male', 'B-', 'Arthritis', '2020-12-06', 'Elizabeth Smith', 'Melendez LLC', 'Cigna', 18251.21188415729, 363, 'Elective', '2020-12-11', 'Paracetamol', 'Abnormal'),
('jESSiCa fRANklIN', 19, 'Female', 'A-', 'Obesity', '2023-04-07', 'Heidi Miller', 'Vazquez-Brown', 'Medicare', 44731.270879245654, 381, 'Urgent', '2023-05-05', 'Ibuprofen', 'Normal'),
('JOhn HowARD', 49, 'Male', 'AB-', 'Diabetes', '2022-10-30', 'Crystal Cortez', 'Warren-Bowman', 'Medicare', 32574.83723015973, 441, 'Emergency', '2022-11-15', 'Penicillin', 'Normal'),
('RobyN thOMpson', 46, 'Male', 'B+', 'Hypertension', '2019-11-12', 'Anthony Sanchez', 'Brown Reed Robinson, and', 'Cigna', 19479.44701473048, 280, 'Urgent', '2019-12-05', 'Paracetamol', 'Abnormal'),
('IsAAc moralES', 63, 'Male', 'AB-', 'Arthritis', '2020-08-23', 'Anna Crane', 'Ltd Peterson', 'UnitedHealthcare', 44981.16665393374, 115, 'Emergency', '2020-09-15', 'Paracetamol', 'Abnormal'),
('jasOn SmiTH', 75, 'Male', 'AB+', 'Hypertension', '2021-01-11', 'Mark Adams', 'Moore-Taylor', 'UnitedHealthcare', 20198.742737835055, 176, 'Elective', '2021-01-22', 'Lipitor', 'Inconclusive'),
('dOnnA joHnSON', 59, 'Female', 'A-', 'Cancer', '2019-10-17', 'Daniel Molina', 'Stewart-Dominguez', 'Cigna', 40055.594153053, 465, 'Urgent', '2019-11-08', 'Lipitor', 'Abnormal'),
('denise GuERRero', 18, 'Male', 'A-', 'Obesity', '2019-05-09', 'Andrea Roach', 'Lamb-Herrera', 'Cigna', 8906.669679400387, 471, 'Urgent', '2019-06-02', 'Ibuprofen', 'Normal'),
('dAVid chandLer', 68, 'Male', 'AB+', 'Hypertension', '2020-06-20', 'Damon Hayes', 'and Sons Morrison', 'Cigna', 14590.353756495078, 454, 'Urgent', '2020-07-01', 'Penicillin', 'Inconclusive'),
('MiCHeLlE benDeR', 72, 'Male', 'O-', 'Cancer', '2020-07-21', 'Vincent Bell', 'Ellis-Roberson', 'Medicare', 42853.98906218331, 140, 'Emergency', '2020-08-18', 'Ibuprofen', 'Normal'),
('jessE mOLina', 79, 'Female', 'AB-', 'Asthma', '2019-05-22', 'Nicholas Obrien', 'and Glover Christensen, Jackson', 'Cigna', 41102.28023225341, 105, 'Emergency', '2019-06-07', 'Penicillin', 'Normal'),
('Rita NelSon', 74, 'Male', 'B+', 'Hypertension', '2019-09-15', 'Elijah Potts', 'Alvarez Austin Snyder, and', 'Cigna', 21513.526584342126, 438, 'Emergency', '2019-10-11', 'Lipitor', 'Normal'),
('JAnET Boyd', 56, 'Male', 'B+', 'Diabetes', '2019-12-23', 'Christina Webb', 'Erickson-Rodriguez', 'Medicare', 37330.16091865425, 230, 'Emergency', '2020-01-07', 'Aspirin', 'Abnormal'),
('cAthErIne wElCh', 80, 'Female', 'A-', 'Cancer', '2020-07-25', 'Donna Dunn', 'and Daniel Bryan Brown,', 'Blue Cross', 4250.200821159205, 334, 'Urgent', '2020-08-11', 'Paracetamol', 'Inconclusive'),
('jaSOn daVis', 83, 'Male', 'AB-', 'Diabetes', '2019-11-15', 'Sarah Davis', 'Sons and Sanchez', 'Medicare', 22561.883669824154, 216, 'Emergency', '2019-12-07', 'Aspirin', 'Abnormal'),
('ChRistOPheR reYnolDS', 69, 'Male', 'B-', 'Diabetes', '2020-09-15', 'Patty Day', 'Costa LLC', 'Cigna', 35662.19841954475, 256, 'Elective', '2020-09-18', 'Lipitor', 'Abnormal'),
('LEaH martINez', 84, 'Female', 'O-', 'Hypertension', '2023-08-08', 'Matthew Smith', 'Coleman-Aguilar', 'Cigna', 34961.90671326528, 327, 'Emergency', '2023-09-01', 'Aspirin', 'Normal'),
('mIchAeL DUArtE', 60, 'Male', 'AB-', 'Asthma', '2021-05-23', 'Christopher Prince', 'PLC Morrison', 'UnitedHealthcare', 25999.13334993686, 322, 'Elective', '2021-06-20', 'Penicillin', 'Inconclusive'),
('lauRa bAKEr', 49, 'Female', 'AB-', 'Asthma', '2020-07-22', 'Glenda Jones', 'Jones-Graham', 'UnitedHealthcare', 25594.558474902253, 258, 'Urgent', '2020-08-12', 'Ibuprofen', 'Normal'),
('cHArLeS tHOmPson', 63, 'Male', 'A+', 'Cancer', '2022-06-01', 'Raymond Watson', 'Ltd Brown', 'Medicare', 21380.197228861714, 406, 'Elective', '2022-06-21', 'Lipitor', 'Inconclusive'),
('juliA wade', 21, 'Male', 'A-', 'Diabetes', '2024-01-01', 'Dawn Herman', 'Bell and Davis Ross,', 'Aetna', 12063.94847734541, 140, 'Elective', '2024-01-14', 'Lipitor', 'Normal'),
('GLORIA VANCe', 28, 'Female', 'O+', 'Asthma', '2024-04-25', 'Mr. Matthew Luna', 'Allen Garcia and Wolf,', 'Medicare', 25702.299610204038, 376, 'Elective', '2024-05-25', 'Aspirin', 'Abnormal'),
('JoHn ATKINs', 77, 'Male', 'O+', 'Asthma', '2019-08-30', 'Derek Cruz', 'Lin Chan, and Moreno', 'Blue Cross', 35252.89352641318, 182, 'Emergency', '2019-09-06', 'Aspirin', 'Abnormal'),
('aNGElA miLlER', 34, 'Male', 'A-', 'Cancer', '2023-03-03', 'Daniel Padilla', 'Dennis, and Hood Guerra', 'Medicare', 11175.23087404128, 248, 'Urgent', '2023-03-22', 'Paracetamol', 'Normal'),
('MAriA sUtTon', 83, 'Female', 'A-', 'Obesity', '2020-01-16', 'Sydney Garcia', 'Inc Mercer', 'Medicare', 42510.687790141914, 286, 'Emergency', '2020-02-03', 'Aspirin', 'Inconclusive'),
('laureN tayloR', 33, 'Female', 'B-', 'Arthritis', '2024-03-15', 'Alexander Mcintosh', 'Garrett PLC', 'UnitedHealthcare', 7475.740732901861, 373, 'Elective', '2024-03-20', 'Penicillin', 'Abnormal'),
('erIC PINeDa', 39, 'Male', 'O+', 'Diabetes', '2022-10-12', 'Alexandria Harris', 'Rollins-Garrett', 'Blue Cross', 6117.893627627148, 144, 'Elective', '2022-11-06', 'Aspirin', 'Normal'),
('DOuGlAS tUrNeR', 31, 'Female', 'B+', 'Hypertension', '2020-03-01', 'Jacob Cabrera', 'Medina, and Allen Wilkins', 'Cigna', 15092.075102151559, 360, 'Elective', '2020-03-06', 'Lipitor', 'Abnormal'),
('dOrOTHY quiNn', 75, 'Female', 'O+', 'Hypertension', '2022-05-25', 'Christopher Patel', 'LLC Smith', 'Cigna', 13354.514225106584, 361, 'Elective', '2022-06-02', 'Ibuprofen', 'Abnormal'),
('CHrIstInA DyEr', 44, 'Male', 'O-', 'Hypertension', '2021-05-04', 'Matthew Brown', 'Martin Group', 'Medicare', 9911.67807628763, 477, 'Elective', '2021-05-11', 'Aspirin', 'Abnormal'),
('AlExaNdRIa cOLemaN', 43, 'Female', 'O+', 'Hypertension', '2023-06-20', 'Alex Davis', 'Hayes and Miller, Sawyer', 'Blue Cross', 37095.5931757011, 473, 'Urgent', '2023-06-24', 'Penicillin', 'Normal'),
('vICToRIa evanS', 84, 'Female', 'B+', 'Obesity', '2020-01-09', 'Megan Cohen', 'and Phelps Burke Fields,', 'UnitedHealthcare', 20737.636299710197, 217, 'Emergency', '2020-02-06', 'Paracetamol', 'Inconclusive'),
('wILliE maY', 21, 'Female', 'AB-', 'Arthritis', '2024-01-29', 'Victoria Horton', 'Inc Smith', 'UnitedHealthcare', 24809.717443047346, 379, 'Elective', '2024-02-20', 'Penicillin', 'Abnormal'),
('JOsEPH eLLiS', 49, 'Male', 'A+', 'Cancer', '2021-10-14', 'Joshua Graham', 'and Smith Conway, Byrd', 'Cigna', 31511.119645728886, 229, 'Elective', '2021-11-01', 'Ibuprofen', 'Inconclusive'),
('isaAc pEtErson', 50, 'Female', 'O+', 'Cancer', '2020-01-11', 'Joseph Johnson', 'LLC Roberts', 'UnitedHealthcare', 23498.454798372062, 351, 'Elective', '2020-02-10', 'Aspirin', 'Inconclusive'),
('wilLiAm baSs', 31, 'Male', 'B+', 'Diabetes', '2021-08-24', 'David Lee', 'Sons Gonzalez and', 'UnitedHealthcare', 21915.77877623815, 234, 'Urgent', '2021-08-25', 'Aspirin', 'Abnormal'),
('MicHaeL EvANS', 40, 'Male', 'B+', 'Diabetes', '2020-12-07', 'Michael Thomas', 'Johnson Kirby and Richard,', 'UnitedHealthcare', 7868.688582267521, 470, 'Urgent', '2020-12-10', 'Paracetamol', 'Inconclusive'),
('aNdREW hILL', 68, 'Female', 'O+', 'Diabetes', '2021-12-13', 'Wesley Mclaughlin', 'LLC Ware', 'Medicare', 21747.82980135548, 459, 'Urgent', '2022-01-01', 'Aspirin', 'Abnormal'),
('herbErT jiMEneZ', 41, 'Female', 'AB-', 'Cancer', '2024-01-03', 'Jenna Thomas', 'Thomas and Nguyen, King', 'Aetna', 26036.67355909808, 266, 'Emergency', '2024-01-16', 'Lipitor', 'Inconclusive'),
('saNdrA MuRphy', 84, 'Male', 'A-', 'Asthma', '2019-11-29', 'Angela Clayton', 'Bruce-Thomas', 'Aetna', 27480.23808521855, 253, 'Urgent', '2019-12-24', 'Aspirin', 'Normal'),
('MIcHAEl ElLiotT', 70, 'Male', 'A-', 'Asthma', '2019-09-08', 'Jose Wiggins', 'Baldwin, and Roberts Ray', 'Cigna', 31266.835302199484, 394, 'Urgent', '2019-09-23', 'Ibuprofen', 'Normal'),
('MArY SaVaGe', 30, 'Female', 'O+', 'Arthritis', '2021-01-12', 'Lisa Hart', 'Horton-Hines', 'Aetna', 36081.22097955386, 157, 'Elective', '2021-02-04', 'Ibuprofen', 'Abnormal'),
('CheRYl FOSTeR', 57, 'Male', 'O+', 'Obesity', '2020-10-09', 'Jay Wagner', 'and Lewis, Hardy Cooper', 'Cigna', 24346.519426503222, 242, 'Urgent', '2020-11-07', 'Penicillin', 'Normal'),
('mR. DaviD bOweN', 63, 'Male', 'B-', 'Cancer', '2023-09-24', 'Justin Joyce', 'Moore Group', 'Medicare', 4022.198689280206, 383, 'Elective', '2023-10-10', 'Aspirin', 'Normal'),
('cHRIStoPhEr WIlsON', 55, 'Male', 'A+', 'Hypertension', '2022-10-04', 'Nicole Craig', 'Nelson-Hawkins', 'Medicare', 31632.73898112912, 252, 'Urgent', '2022-10-11', 'Ibuprofen', 'Normal'),
('MatTHEW sHANnOn', 30, 'Female', 'A+', 'Asthma', '2019-06-24', 'Taylor Gregory', 'LLC Martinez', 'Aetna', 29806.718220695766, 224, 'Elective', '2019-06-25', 'Paracetamol', 'Normal'),
('jill cUNninGhaM', 45, 'Male', 'O-', 'Arthritis', '2022-03-22', 'Mark Potts', 'Ross LLC', 'Cigna', 5956.234237607573, 168, 'Urgent', '2022-04-01', 'Penicillin', 'Normal'),
('CHRIStIna bROwN', 75, 'Female', 'B+', 'Cancer', '2023-04-30', 'Raven Turner', 'Graves LLC', 'Aetna', 1493.077679133391, 319, 'Emergency', '2023-05-30', 'Ibuprofen', 'Normal'),
('connIE pAGe', 42, 'Female', 'A+', 'Cancer', '2024-02-06', 'Jeremy Johnson', 'Cowan Cardenas Allen, and', 'UnitedHealthcare', 6257.128987997334, 259, 'Elective', '2024-02-27', 'Ibuprofen', 'Abnormal'),
('DaViD LopeZ', 82, 'Male', 'A+', 'Arthritis', '2024-04-09', 'Lisa Adams', 'PLC Mann', 'Aetna', 32968.23319367642, 308, 'Emergency', '2024-05-01', 'Aspirin', 'Normal'),
('JAMES wILLIaMs', 18, 'Female', 'A-', 'Arthritis', '2021-12-01', 'Paul Hale', 'Inc Lopez', 'Medicare', 35732.345352525204, 241, 'Urgent', '2021-12-18', 'Penicillin', 'Abnormal'),
('andreW yANg', 58, 'Female', 'AB-', 'Arthritis', '2020-10-03', 'Laura Morrow', 'LLC Gonzalez', 'Medicare', 13975.26995660279, 336, 'Urgent', '2020-10-30', 'Ibuprofen', 'Normal'),
('maUREen duNn', 69, 'Female', 'B-', 'Asthma', '2023-01-06', 'Angela Brown', 'Lee-White', 'Aetna', 14108.662397606497, 279, 'Elective', '2023-01-07', 'Aspirin', 'Inconclusive'),
('andREw aRnoLd', 69, 'Female', 'A-', 'Arthritis', '2022-02-25', 'Amber Martinez', 'Rodriguez-Beck', 'Blue Cross', 44253.719854882394, 498, 'Urgent', '2022-02-26', 'Paracetamol', 'Normal'),
('MRs. CouRtneY MOore md', 47, 'Male', 'AB+', 'Diabetes', '2019-09-19', 'George Gilbert', 'King-Garza', 'Cigna', 23136.667398154703, 426, 'Emergency', '2019-10-01', 'Penicillin', 'Normal'),
('RaymoND bRuCe', 35, 'Male', 'AB+', 'Diabetes', '2020-05-13', 'Amy Murillo', 'and Nelson Blake, Gutierrez', 'Cigna', 38101.625596836326, 187, 'Elective', '2020-05-25', 'Lipitor', 'Abnormal'),
('samaNtHa bateS', 44, 'Male', 'O-', 'Hypertension', '2019-06-14', 'Richard Martin', 'Willis-Dixon', 'Cigna', 24947.58793761651, 278, 'Elective', '2019-07-07', 'Aspirin', 'Abnormal'),
('MaTTheW burNEtT', 76, 'Male', 'AB-', 'Diabetes', '2021-04-29', 'Nicole Cunningham', 'Arnold, Steele Scott and', 'UnitedHealthcare', 9632.876199406164, 369, 'Urgent', '2021-05-16', 'Lipitor', 'Inconclusive'),
('liNda BUtler', 23, 'Female', 'O+', 'Diabetes', '2023-11-07', 'Michael Owens', 'Sharp-Greer', 'Medicare', 11209.41585347773, 452, 'Emergency', '2023-12-05', 'Lipitor', 'Abnormal'),
('aNgEla WIley', 82, 'Female', 'A-', 'Diabetes', '2020-05-13', 'Sharon Jones', 'Jones, Valentine Pacheco and', 'Aetna', 15850.205242730506, 337, 'Urgent', '2020-06-07', 'Aspirin', 'Abnormal'),
('AusTIn AndERson', 37, 'Male', 'AB-', 'Obesity', '2020-07-14', 'Christopher Burke', 'Burns LLC', 'Medicare', 28367.192248895895, 297, 'Urgent', '2020-07-23', 'Lipitor', 'Abnormal'),
('deBorAh gArNer', 79, 'Female', 'A+', 'Diabetes', '2021-10-12', 'Brianna Powers', 'Floyd and Williams Stephenson,', 'UnitedHealthcare', 49784.88625341037, 465, 'Elective', '2021-10-13', 'Penicillin', 'Inconclusive'),
('eRic sMIth', 61, 'Female', 'AB-', 'Obesity', '2020-10-23', 'Mr. Brendan Young', 'Smith, Singh and Gonzales', 'Aetna', 16155.880129231484, 183, 'Emergency', '2020-11-15', 'Ibuprofen', 'Inconclusive'),
('CarrIE wHitEHEAD', 48, 'Male', 'O-', 'Hypertension', '2024-03-03', 'Pedro Stewart', 'Smith-Smith', 'Cigna', 5352.5494880311635, 405, 'Urgent', '2024-03-27', 'Ibuprofen', 'Abnormal'),
('dOmINIqUE MaLDOnADO', 70, 'Female', 'A-', 'Arthritis', '2020-03-11', 'Shelley Miller', 'Jenkins, Jenkins and Patterson', 'Aetna', 44693.69113840874, 280, 'Elective', '2020-04-07', 'Paracetamol', 'Abnormal'),
('jorGe singh', 37, 'Female', 'O+', 'Diabetes', '2023-08-29', 'Christopher Harris', 'Duran Mendoza and Scott,', 'Medicare', 8656.283523875452, 193, 'Emergency', '2023-09-08', 'Penicillin', 'Normal'),
('jIlL LANe', 40, 'Male', 'AB-', 'Obesity', '2020-06-17', 'Kenneth Brown', 'Frye Group', 'Aetna', 27009.21240921247, 287, 'Emergency', '2020-07-05', 'Paracetamol', 'Normal'),
('jAMES NGuyEn', 39, 'Female', 'AB+', 'Diabetes', '2023-02-26', 'Travis Johnson', 'Harding-Adams', 'Medicare', 24977.267277168863, 461, 'Urgent', '2023-03-28', 'Lipitor', 'Inconclusive'),
('dEbbIe sHaw', 76, 'Male', 'A+', 'Arthritis', '2021-02-08', 'Michael Mcdowell', 'Lopez Group', 'Cigna', 12282.279457810402, 215, 'Urgent', '2021-02-12', 'Aspirin', 'Abnormal');
INSERT INTO `healthcare_dataset` (`Name`, `Age`, `Gender`, `BloodType`, `MedicalCondition`, `DateofAdmission`, `Doctor`, `Hospital`, `InsuranceProvider`, `BillingAmount`, `RoomNumber`, `AdmissionType`, `DischargeDate`, `Medication`, `TestResults`) VALUES
('emIlY vAldEZ', 74, 'Male', 'B+', 'Cancer', '2022-01-08', 'Kathy Murray', 'Powell Inc', 'Blue Cross', 12989.24509987359, 162, 'Emergency', '2022-01-26', 'Aspirin', 'Normal'),
('AlEJandRo PiErce', 65, 'Male', 'B-', 'Cancer', '2023-02-10', 'Alexander Williams', 'Duran-Scott', 'Blue Cross', 22805.148245283897, 450, 'Urgent', '2023-03-10', 'Lipitor', 'Abnormal'),
('oMaR LoPEZ', 44, 'Female', 'AB-', 'Diabetes', '2020-09-03', 'Rachel Duran', 'LLC Fletcher', 'Medicare', 8194.526805195032, 297, 'Emergency', '2020-09-24', 'Penicillin', 'Abnormal'),
('MArilyN fiGUEroa', 80, 'Female', 'B-', 'Hypertension', '2019-05-14', 'Alexandra Howard', 'Smith-Hicks', 'Cigna', 39605.89074078776, 404, 'Emergency', '2019-05-15', 'Penicillin', 'Normal'),
('sArA Green', 48, 'Male', 'A+', 'Asthma', '2023-06-02', 'Denise Rivera', 'LLC Dickerson', 'Medicare', 50838.482955635955, 101, 'Elective', '2023-06-27', 'Lipitor', 'Abnormal'),
('JeSsicA MilLEr', 76, 'Male', 'AB-', 'Hypertension', '2023-02-01', 'Matthew Lopez', 'Guerrero Group', 'Aetna', 34020.24959386381, 309, 'Urgent', '2023-02-28', 'Ibuprofen', 'Abnormal'),
('JoNaTHan gArcIa', 65, 'Female', 'AB-', 'Hypertension', '2022-10-06', 'Jason Williams', 'and Gardner Torres, Rosario', 'UnitedHealthcare', 43940.13607357425, 275, 'Emergency', '2022-10-23', 'Penicillin', 'Abnormal'),
('jOHn ThOmPsoN', 52, 'Male', 'B+', 'Diabetes', '2024-04-30', 'Thomas Schwartz', 'Wilson Sons and', 'Blue Cross', 6789.917912056688, 301, 'Urgent', '2024-05-19', 'Paracetamol', 'Abnormal'),
('clifFoRd belL', 19, 'Male', 'A-', 'Arthritis', '2020-05-15', 'Thomas Newton', 'PLC Rivera', 'Medicare', 12073.328740080584, 128, 'Elective', '2020-05-21', 'Paracetamol', 'Abnormal'),
('ChARlEs finlEY', 26, 'Male', 'A-', 'Diabetes', '2024-04-17', 'Pamela Harris', 'PLC Holmes', 'UnitedHealthcare', 29283.60402744048, 271, 'Emergency', '2024-04-22', 'Ibuprofen', 'Normal'),
('MrS. MOnICA Craig', 31, 'Female', 'O-', 'Obesity', '2019-09-17', 'Sherri Hill', 'Taylor Mcintosh and Ross,', 'Medicare', 14265.93681336909, 303, 'Emergency', '2019-10-17', 'Aspirin', 'Abnormal'),
('HEiDI EVaNs', 84, 'Male', 'A+', 'Hypertension', '2019-06-16', 'Joseph Cole', 'Anderson-Miller', 'Blue Cross', 25664.352537981984, 482, 'Emergency', '2019-06-30', 'Lipitor', 'Inconclusive'),
('MR. tImOtHY hOwARd', 54, 'Male', 'A+', 'Asthma', '2021-05-04', 'Michelle Wheeler', 'Martin-Terry', 'Aetna', 29245.254604923004, 238, 'Emergency', '2021-05-15', 'Penicillin', 'Inconclusive'),
('MarIO CoX', 84, 'Female', 'B-', 'Cancer', '2022-01-06', 'Amy Kennedy', 'Inc Meyer', 'Aetna', 24557.935399688347, 119, 'Urgent', '2022-01-09', 'Aspirin', 'Normal'),
('lUIs BarNES', 82, 'Male', 'O-', 'Diabetes', '2020-08-12', 'Dustin Mcdaniel', 'PLC Phillips', 'Aetna', 23437.296075334325, 120, 'Emergency', '2020-09-07', 'Penicillin', 'Inconclusive'),
('SydNeY tuCker', 22, 'Female', 'AB+', 'Hypertension', '2022-09-21', 'Angela Melton', 'Schneider and Hopkins Oconnor,', 'UnitedHealthcare', 12074.068569831332, 220, 'Urgent', '2022-09-29', 'Ibuprofen', 'Abnormal'),
('andre HArVEy', 76, 'Male', 'AB-', 'Arthritis', '2022-10-04', 'Kathleen Davis', 'Bauer Inc', 'UnitedHealthcare', 26434.271210819643, 354, 'Urgent', '2022-10-07', 'Lipitor', 'Normal'),
('KIMBErly vasqueZ', 26, 'Male', 'A-', 'Obesity', '2023-10-23', 'Jennifer Bennett', 'Cowan Inc', 'UnitedHealthcare', 38142.10967805347, 313, 'Urgent', '2023-11-18', 'Penicillin', 'Abnormal'),
('beNjAmIn KErR', 77, 'Male', 'B+', 'Asthma', '2022-07-04', 'John Bush', 'Burns-Callahan', 'Medicare', 3825.0925445786647, 425, 'Elective', '2022-07-30', 'Lipitor', 'Normal'),
('ALeXIS sImMoNs', 77, 'Female', 'A-', 'Obesity', '2022-03-31', 'Sheila Schwartz', 'Moore-Smith', 'Cigna', 28157.61794599653, 379, 'Emergency', '2022-04-21', 'Aspirin', 'Inconclusive'),
('DAvid HEnsleY', 43, 'Male', 'AB+', 'Hypertension', '2020-03-03', 'Mrs. Stephanie Miller', 'Taylor Johnson, Beasley and', 'Medicare', 44211.016696409504, 324, 'Urgent', '2020-03-15', 'Ibuprofen', 'Abnormal'),
('CHrIstinE DYEr', 18, 'Female', 'O+', 'Hypertension', '2021-01-08', 'Mike Carter', 'Young Wright Davis, and', 'Aetna', 21072.767468832488, 189, 'Elective', '2021-01-28', 'Paracetamol', 'Inconclusive'),
('sHari wIllIaMs', 71, 'Male', 'B+', 'Diabetes', '2021-08-17', 'Eric Haynes', 'Wood and Murphy Jones,', 'Aetna', 25100.38028154659, 110, 'Emergency', '2021-09-07', 'Ibuprofen', 'Normal'),
('tammy jaCKSon', 77, 'Male', 'A-', 'Hypertension', '2024-02-14', 'Victoria Cox', 'Gonzalez and Stevens Ruiz,', 'Medicare', 34006.63002182424, 411, 'Urgent', '2024-02-18', 'Paracetamol', 'Abnormal'),
('KiMBErLy cRawFOrd', 34, 'Male', 'AB-', 'Hypertension', '2021-07-08', 'Kimberly Bernard', 'Willis-Mcgee', 'Cigna', 15343.042766926077, 450, 'Emergency', '2021-07-21', 'Paracetamol', 'Normal'),
('dONnA smitH', 63, 'Male', 'B+', 'Diabetes', '2019-08-29', 'Bob Vega', 'Williams-Meza', 'Medicare', 39934.841285285176, 212, 'Urgent', '2019-09-21', 'Ibuprofen', 'Abnormal'),
('TAylOr pEteRSEn', 77, 'Male', 'A+', 'Obesity', '2023-07-20', 'Ryan Porter', 'King Weiss, and West', 'Aetna', 42829.63252472385, 193, 'Urgent', '2023-08-14', 'Lipitor', 'Abnormal'),
('CHriS sTEVeNsON', 70, 'Male', 'A-', 'Diabetes', '2019-10-10', 'Deborah Mccarthy', 'Benson PLC', 'Blue Cross', 26499.4164252388, 116, 'Urgent', '2019-10-27', 'Aspirin', 'Normal'),
('LesLIe CoLlins', 26, 'Male', 'O-', 'Hypertension', '2019-11-12', 'Gail Armstrong', 'Morgan and Wilcox Barnett,', 'Blue Cross', 47839.77039037178, 199, 'Urgent', '2019-11-16', 'Penicillin', 'Normal'),
('DEBORaH moORE', 36, 'Male', 'O+', 'Asthma', '2020-03-09', 'Angela Massey', 'Rubio LLC', 'UnitedHealthcare', 45412.65981318692, 352, 'Emergency', '2020-04-03', 'Paracetamol', 'Abnormal'),
('JAMeS hOrtOn', 68, 'Female', 'A+', 'Hypertension', '2021-08-23', 'Ana Thomas', 'Lee Chambers, and Foley', 'Medicare', 45476.561592137106, 473, 'Emergency', '2021-09-18', 'Penicillin', 'Abnormal'),
('kArLa CrAWFoRd', 51, 'Male', 'O+', 'Asthma', '2023-10-10', 'Ian Davenport', 'Hurley Ltd', 'UnitedHealthcare', 44926.673917424334, 453, 'Emergency', '2023-10-15', 'Paracetamol', 'Inconclusive'),
('PetEr spENcer', 46, 'Female', 'O-', 'Arthritis', '2021-03-10', 'Michelle Clark', 'PLC Trujillo', 'Aetna', 8017.510404335404, 104, 'Urgent', '2021-03-12', 'Lipitor', 'Abnormal'),
('lIsA McCLure', 58, 'Male', 'A-', 'Arthritis', '2022-09-07', 'James Chen', 'Henson-Harmon', 'UnitedHealthcare', 27565.26065728902, 414, 'Emergency', '2022-09-29', 'Paracetamol', 'Normal'),
('mARilYN TRAn', 38, 'Female', 'AB-', 'Hypertension', '2023-07-04', 'Vanessa Mclaughlin', 'Jacobs-Howell', 'Cigna', 44442.61095837829, 456, 'Emergency', '2023-07-17', 'Ibuprofen', 'Abnormal'),
('niCOLe hARRison', 55, 'Female', 'O+', 'Arthritis', '2022-06-21', 'Allen Mcintosh', 'Williams PLC', 'Cigna', 27643.323401857757, 183, 'Elective', '2022-06-28', 'Aspirin', 'Normal'),
('cHad MAldOnadO', 77, 'Male', 'O-', 'Cancer', '2019-07-05', 'Briana Pittman', 'Martin PLC', 'Aetna', 27530.229484054744, 491, 'Elective', '2019-07-15', 'Paracetamol', 'Inconclusive'),
('ARiaNa brOWN', 72, 'Female', 'B+', 'Hypertension', '2020-02-10', 'Ronald Crawford', 'Mata Norman, Holmes and', 'Aetna', 47601.551677905685, 384, 'Emergency', '2020-02-14', 'Lipitor', 'Inconclusive'),
('Robert DUnN', 26, 'Female', 'B+', 'Arthritis', '2022-09-12', 'David Taylor', 'Brown LLC', 'Aetna', 36680.2697095196, 162, 'Urgent', '2022-09-19', 'Paracetamol', 'Inconclusive'),
('tEReSA HARriSOn', 29, 'Female', 'O-', 'Asthma', '2021-06-14', 'Brandon Crawford', 'Ward-Crosby', 'Medicare', 29560.986174907688, 363, 'Urgent', '2021-07-01', 'Penicillin', 'Normal'),
('ThOMAS arNold', 85, 'Female', 'A-', 'Cancer', '2021-02-09', 'Jordan Martinez', 'Wong-Booth', 'Blue Cross', 49121.41107450952, 281, 'Urgent', '2021-03-09', 'Penicillin', 'Inconclusive'),
('crYstAl simPSon', 37, 'Female', 'A+', 'Cancer', '2023-11-16', 'Sara Simmons', 'and Valencia Flores, Byrd', 'Blue Cross', 35722.02234543176, 257, 'Emergency', '2023-12-03', 'Paracetamol', 'Inconclusive'),
('gEORGe PHILlIPS', 69, 'Female', 'A-', 'Asthma', '2021-03-21', 'Timothy Guerra', 'Collins-Gutierrez', 'UnitedHealthcare', 11202.346692134328, 145, 'Elective', '2021-03-25', 'Aspirin', 'Abnormal'),
('jEFfREY gUtierREz', 27, 'Male', 'B-', 'Diabetes', '2021-06-23', 'Sara Thomas', 'Cameron Black Davis, and', 'Medicare', 31555.500568845364, 403, 'Urgent', '2021-07-23', 'Aspirin', 'Normal'),
('PAUL maCK', 77, 'Male', 'B+', 'Obesity', '2023-05-14', 'Brian Holmes', 'Group Rivera', 'Medicare', 44075.25208426647, 288, 'Urgent', '2023-05-27', 'Penicillin', 'Abnormal'),
('kIMBeRLy rAmirez', 55, 'Female', 'B-', 'Obesity', '2024-02-01', 'Robert Wyatt', 'PLC Davis', 'UnitedHealthcare', 26408.469156782223, 236, 'Elective', '2024-02-21', 'Paracetamol', 'Abnormal'),
('sArah viLLaRReaL', 75, 'Male', 'O+', 'Arthritis', '2023-06-20', 'Jacob Deleon', 'Ltd Taylor', 'Medicare', 43770.11791232165, 193, 'Emergency', '2023-07-08', 'Lipitor', 'Abnormal'),
('CHLoe hUNT', 74, 'Female', 'O-', 'Asthma', '2019-12-05', 'Craig Hunt', 'Anderson, Smith Smith and', 'Aetna', 3353.6354188244195, 406, 'Emergency', '2019-12-06', 'Lipitor', 'Abnormal'),
('Heidi POpe', 38, 'Male', 'B+', 'Asthma', '2021-11-22', 'Wanda Sanchez', 'and Walker Smith Cannon,', 'Aetna', 34469.85259068526, 255, 'Emergency', '2021-12-02', 'Ibuprofen', 'Abnormal'),
('megAn GRaY', 61, 'Male', 'AB-', 'Asthma', '2023-07-29', 'Scott Kennedy', 'Williams LLC', 'Medicare', 30304.558382291212, 273, 'Emergency', '2023-08-14', 'Ibuprofen', 'Normal'),
('SANdra SotO', 38, 'Female', 'AB+', 'Obesity', '2019-05-24', 'Cynthia Sexton', 'Ayers-Alvarez', 'Cigna', 20022.794459073975, 301, 'Urgent', '2019-06-16', 'Paracetamol', 'Inconclusive'),
('brenda LE', 28, 'Male', 'A+', 'Cancer', '2020-10-27', 'Julian Hernandez', 'Walsh Alexander, and Dennis', 'Aetna', 19993.538493329863, 168, 'Emergency', '2020-11-11', 'Penicillin', 'Normal'),
('Lori riVaS', 65, 'Male', 'A-', 'Obesity', '2020-09-18', 'Robin Schwartz', 'Nelson PLC', 'UnitedHealthcare', 29921.44306985865, 369, 'Elective', '2020-10-09', 'Ibuprofen', 'Normal'),
('rOGEr HaMiLtOn', 44, 'Female', 'O-', 'Arthritis', '2020-05-16', 'Luis Franklin', 'Group Kim', 'Cigna', 36508.848047709864, 304, 'Elective', '2020-05-26', 'Lipitor', 'Normal'),
('MelissA WaLleR', 58, 'Male', 'B-', 'Obesity', '2020-05-15', 'Alejandro Pearson', 'Hess Sons and', 'Aetna', 26697.1825438447, 355, 'Urgent', '2020-06-11', 'Aspirin', 'Abnormal'),
('daRRYl wiLliaMs', 38, 'Female', 'AB+', 'Obesity', '2021-06-26', 'Mary Jackson', 'Cardenas, and Fields Nichols', 'Blue Cross', 4289.026756063337, 441, 'Elective', '2021-06-30', 'Ibuprofen', 'Inconclusive'),
('mOnIca wALKeR', 49, 'Female', 'A-', 'Asthma', '2021-02-10', 'Samantha Eaton', 'Fisher Kirk, and Becker', 'Cigna', 34804.88395505898, 456, 'Urgent', '2021-02-16', 'Ibuprofen', 'Abnormal'),
('tERESa CampbELL', 35, 'Female', 'A-', 'Obesity', '2020-05-23', 'Brian Hobbs', 'Jenkins-Jackson', 'Cigna', 2280.7449688351526, 210, 'Urgent', '2020-06-22', 'Lipitor', 'Abnormal'),
('frEDeriCK MCiNtOsh', 45, 'Female', 'O+', 'Cancer', '2020-09-23', 'Chris May', 'Jackson Hammond and Garcia,', 'UnitedHealthcare', 3290.1474014435234, 208, 'Elective', '2020-10-16', 'Ibuprofen', 'Normal'),
('DeBRa hArriS', 41, 'Male', 'A-', 'Arthritis', '2023-06-23', 'Mary Richardson', 'Inc Miller', 'Blue Cross', 44839.305941457955, 138, 'Emergency', '2023-06-27', 'Penicillin', 'Abnormal'),
('ChAd GrEEn', 77, 'Female', 'A+', 'Hypertension', '2021-10-21', 'David Moore', 'LLC Smith', 'Medicare', 15018.44214963639, 473, 'Elective', '2021-10-24', 'Aspirin', 'Abnormal'),
('TErRy mARTIn', 66, 'Female', 'O+', 'Hypertension', '2022-09-27', 'Karen Oconnor', 'Schroeder-Walker', 'Cigna', 23094.17705497517, 384, 'Urgent', '2022-10-05', 'Ibuprofen', 'Abnormal'),
('madISon PAlmEr', 72, 'Female', 'A+', 'Arthritis', '2020-11-12', 'Tasha Meyer', 'Mcguire and Wheeler, Morris', 'Aetna', 49032.0342719359, 128, 'Urgent', '2020-12-09', 'Ibuprofen', 'Normal'),
('MIchaEl JONes', 85, 'Female', 'A+', 'Asthma', '2023-10-30', 'Jose Smith', 'Washington-Sanchez', 'Cigna', 27783.86720534557, 326, 'Urgent', '2023-11-25', 'Penicillin', 'Inconclusive'),
('mICHAEL nEwMAn', 52, 'Male', 'A+', 'Diabetes', '2022-01-20', 'Janet Elliott', 'Dawson-Baker', 'Medicare', 16660.530070844536, 409, 'Urgent', '2022-02-15', 'Paracetamol', 'Inconclusive'),
('LindSEY tURNeR', 78, 'Male', 'B+', 'Cancer', '2021-12-14', 'Paul Harding', 'LLC Perez', 'Aetna', 28921.58546326287, 359, 'Emergency', '2022-01-05', 'Lipitor', 'Abnormal'),
('NIcoLE HaLL', 55, 'Female', 'A+', 'Arthritis', '2022-04-13', 'Mr. Zachary Williams', 'Sons and Olson', 'Aetna', 27100.222471486784, 397, 'Elective', '2022-04-22', 'Ibuprofen', 'Inconclusive'),
('LeSlie rotH', 19, 'Male', 'B-', 'Obesity', '2024-03-27', 'Troy Williams', 'Bell-Thomas', 'Blue Cross', 37309.35215875852, 431, 'Emergency', '2024-03-31', 'Penicillin', 'Inconclusive'),
('rOBert ROBeRtS', 47, 'Male', 'A-', 'Cancer', '2024-03-18', 'Dennis Cabrera', 'Thompson-Thomas', 'Cigna', 23995.147396240416, 302, 'Urgent', '2024-03-21', 'Aspirin', 'Inconclusive'),
('ERic TorRES', 41, 'Female', 'B+', 'Arthritis', '2023-01-06', 'Cassidy Thompson', 'Kelly Johnson, Parker and', 'UnitedHealthcare', 43882.30153362518, 434, 'Elective', '2023-01-28', 'Aspirin', 'Normal'),
('REbecCA moore', 36, 'Female', 'O+', 'Cancer', '2019-09-03', 'Michelle Perez', 'Tanner Smith Miller, and', 'UnitedHealthcare', 21561.772386699362, 127, 'Urgent', '2019-09-05', 'Lipitor', 'Abnormal'),
('STEve goODMAN', 77, 'Female', 'O+', 'Asthma', '2023-02-09', 'Joy Lewis', 'Johnson and Doyle, Collins', 'Blue Cross', 44206.13490424733, 169, 'Emergency', '2023-03-03', 'Paracetamol', 'Normal'),
('TErESa StRong', 55, 'Male', 'B-', 'Hypertension', '2022-03-31', 'Candice Cardenas', 'Inc Taylor', 'Blue Cross', 17463.24240188673, 329, 'Urgent', '2022-04-03', 'Aspirin', 'Normal'),
('BRaNdon SMiTh', 50, 'Female', 'AB-', 'Obesity', '2019-12-15', 'Melanie Cook', 'Inc Williams', 'Aetna', 45885.548268368206, 427, 'Emergency', '2020-01-05', 'Aspirin', 'Inconclusive'),
('MoNiCA WhITe', 72, 'Female', 'AB-', 'Arthritis', '2022-03-12', 'Theodore Ramos', 'King-Henry', 'UnitedHealthcare', 7538.411977553317, 340, 'Urgent', '2022-03-20', 'Ibuprofen', 'Abnormal'),
('saRa HARRIs', 58, 'Male', 'AB+', 'Diabetes', '2023-03-04', 'Rodney Hall', 'Cruz and Hahn, Gibbs', 'Medicare', 7138.206761058356, 448, 'Urgent', '2023-03-14', 'Lipitor', 'Abnormal'),
('katHLEeN saNdovAl', 76, 'Male', 'AB-', 'Hypertension', '2019-08-25', 'Sonya Miller', 'and Higgins Mckay, Cruz', 'Blue Cross', 17338.246449370265, 458, 'Elective', '2019-09-23', 'Ibuprofen', 'Normal'),
('CAROLinE milleR', 50, 'Female', 'AB-', 'Obesity', '2022-04-27', 'Victoria Lara', 'Johnson-Mitchell', 'Aetna', 7093.997461527426, 257, 'Emergency', '2022-05-13', 'Aspirin', 'Normal'),
('JENnIfeR BAKEr', 40, 'Male', 'AB+', 'Diabetes', '2024-01-29', 'Kelly Watson', 'Vincent, Walker Parsons and', 'Blue Cross', 32956.18444516275, 232, 'Elective', '2024-02-26', 'Penicillin', 'Inconclusive'),
('KrIsTIna PAynE', 38, 'Male', 'AB+', 'Diabetes', '2021-03-13', 'Kari Ramos', 'Collins-Mcdonald', 'Cigna', 17765.683704862662, 367, 'Urgent', '2021-03-18', 'Penicillin', 'Inconclusive'),
('sTAcy jOnes', 31, 'Male', 'AB+', 'Arthritis', '2023-11-28', 'Sydney Robbins', 'Kelly-Tapia', 'UnitedHealthcare', 30988.296317377502, 135, 'Emergency', '2023-12-07', 'Ibuprofen', 'Abnormal'),
('MichaEl RaMoS', 82, 'Male', 'AB-', 'Asthma', '2020-05-25', 'Bobby Becker', 'Williams-Peterson', 'Aetna', 14168.500889391682, 427, 'Elective', '2020-05-30', 'Lipitor', 'Inconclusive'),
('MichAEl MezA', 25, 'Female', 'O+', 'Hypertension', '2022-02-01', 'Daniel Watkins', 'LLC Merritt', 'UnitedHealthcare', 11167.109258706716, 140, 'Urgent', '2022-02-20', 'Lipitor', 'Normal'),
('rAndY sHAW', 84, 'Female', 'B+', 'Diabetes', '2020-02-06', 'Karen Ramirez', 'Ryan-Miller', 'Aetna', 16972.595476496856, 374, 'Emergency', '2020-02-08', 'Ibuprofen', 'Normal'),
('aNn sUllIVAn', 28, 'Male', 'B-', 'Obesity', '2024-02-08', 'Craig Cooper', 'Mcintosh-Cantu', 'Aetna', 44867.88628507936, 266, 'Urgent', '2024-03-08', 'Lipitor', 'Inconclusive'),
('Amy wHIte', 70, 'Female', 'B+', 'Hypertension', '2023-02-09', 'Erin Oconnell', 'PLC Hill', 'Medicare', 7754.756924447364, 184, 'Elective', '2023-02-13', 'Lipitor', 'Normal'),
('nichOlAS SulLIvAN', 63, 'Male', 'B+', 'Cancer', '2020-12-15', 'Carlos Jennings', 'and Perkins, Long Herring', 'Blue Cross', 28356.685971565345, 175, 'Urgent', '2020-12-23', 'Paracetamol', 'Abnormal'),
('jENniFER jOhnsON', 70, 'Female', 'AB+', 'Asthma', '2024-02-29', 'Kimberly Freeman', 'Russell, and Barnett Williams', 'UnitedHealthcare', 12869.428491816165, 182, 'Emergency', '2024-03-16', 'Aspirin', 'Inconclusive'),
('jonAtHaN yOUNG', 66, 'Female', 'B+', 'Hypertension', '2024-02-18', 'Mrs. Lisa Lucas DVM', 'Lambert-Richardson', 'Medicare', 49125.37574088965, 217, 'Urgent', '2024-03-11', 'Penicillin', 'Inconclusive'),
('GLEnn RodrIgueZ', 72, 'Female', 'A+', 'Hypertension', '2023-07-02', 'Rachel Wallace', 'Morgan, Stephenson and Frazier', 'Cigna', 19950.75547449666, 332, 'Emergency', '2023-07-17', 'Lipitor', 'Inconclusive'),
('chrisTOPhER HurSt', 76, 'Female', 'AB+', 'Diabetes', '2020-05-30', 'Laura Washington', 'Taylor Reyes and Bowers,', 'Aetna', 9747.668092827731, 261, 'Urgent', '2020-06-19', 'Ibuprofen', 'Inconclusive'),
('patRIcK smITh', 84, 'Male', 'AB-', 'Asthma', '2021-04-16', 'Jamie Bright', 'PLC Gaines', 'Aetna', 44452.6681089552, 380, 'Emergency', '2021-04-17', 'Paracetamol', 'Inconclusive'),
('mArk LAne', 53, 'Male', 'AB+', 'Hypertension', '2021-09-16', 'Paul Chen', 'and Neal Vargas, Welch', 'UnitedHealthcare', 40786.35447534098, 357, 'Elective', '2021-10-15', 'Paracetamol', 'Abnormal'),
('aMANDa wIlson', 31, 'Male', 'B-', 'Hypertension', '2021-07-23', 'Susan Clark', 'Howe-Mitchell', 'UnitedHealthcare', 28062.07813262707, 222, 'Elective', '2021-08-13', 'Ibuprofen', 'Abnormal'),
('cARrie ScoTt', 67, 'Male', 'AB-', 'Arthritis', '2021-03-12', 'Cheryl Maxwell', 'Becker LLC', 'Aetna', 1061.078136951669, 335, 'Urgent', '2021-04-07', 'Lipitor', 'Abnormal'),
('DaltoN TuCKEr', 56, 'Male', 'A-', 'Diabetes', '2019-05-26', 'Thomas Harding', 'Vargas-Walker', 'UnitedHealthcare', 13670.11031140224, 482, 'Urgent', '2019-06-18', 'Lipitor', 'Normal'),
('cyNTHiA willIams', 25, 'Male', 'A-', 'Obesity', '2023-11-01', 'Jessica Lawrence', 'Henderson-Cruz', 'Cigna', 20161.43740991048, 169, 'Urgent', '2023-11-19', 'Lipitor', 'Abnormal'),
('StevEn PRIcE', 84, 'Female', 'AB+', 'Hypertension', '2022-06-11', 'Jose Strickland', 'Holt-Hale', 'UnitedHealthcare', 2080.2559465312115, 460, 'Elective', '2022-06-15', 'Paracetamol', 'Inconclusive'),
('anNa ClEMENtS', 80, 'Male', 'A-', 'Arthritis', '2022-03-11', 'Lee Richard', 'and Cohen Nelson, Davidson', 'Aetna', 30322.532665874154, 419, 'Urgent', '2022-04-09', 'Paracetamol', 'Inconclusive'),
('hEIdI BuCHanan', 41, 'Male', 'A-', 'Asthma', '2023-04-03', 'Margaret Booker', 'Brooks PLC', 'Blue Cross', 33256.48914417586, 387, 'Elective', '2023-04-16', 'Paracetamol', 'Inconclusive'),
('aNneTte PruiTt', 70, 'Female', 'A-', 'Obesity', '2021-03-24', 'Jimmy Savage', 'and Sons Curry', 'Medicare', 47469.17732637843, 212, 'Elective', '2021-04-11', 'Ibuprofen', 'Abnormal'),
('karI welLs', 38, 'Female', 'AB+', 'Obesity', '2021-07-09', 'Heather Fuller', 'Group Owens', 'Aetna', 17150.1584314546, 323, 'Elective', '2021-07-26', 'Ibuprofen', 'Abnormal'),
('JAY galloWaY', 74, 'Female', 'O+', 'Asthma', '2021-01-20', 'Debra Everett', 'Group Peters', 'Blue Cross', -109.09712199628302, 381, 'Emergency', '2021-02-09', 'Ibuprofen', 'Abnormal'),
('cLiFfOrD lEe', 32, 'Female', 'A-', 'Diabetes', '2020-05-22', 'Walter Jacobs', 'Vang, and Cook Moore', 'Cigna', 44695.261740053546, 166, 'Emergency', '2020-06-14', 'Paracetamol', 'Abnormal'),
('mELISSa nGuYen', 29, 'Male', 'A-', 'Hypertension', '2022-09-19', 'Breanna Simmons', 'Sons and Lewis', 'Aetna', 15157.877025097483, 351, 'Elective', '2022-10-02', 'Lipitor', 'Inconclusive'),
('zaChaRY reED', 77, 'Male', 'AB-', 'Arthritis', '2023-08-12', 'Matthew Harrison', 'Haynes Lopez and Simon,', 'Medicare', 23545.37994067853, 259, 'Urgent', '2023-08-17', 'Lipitor', 'Normal'),
('JUDY RUIz', 56, 'Female', 'O+', 'Obesity', '2020-08-09', 'Emily Molina', 'Walker Sons and', 'Medicare', 17461.85469146643, 335, 'Elective', '2020-09-01', 'Aspirin', 'Inconclusive'),
('daVID bOwmAN', 54, 'Female', 'O+', 'Arthritis', '2023-06-19', 'Pamela Williams', 'and Leon Anderson, Arnold', 'Cigna', 21623.03531430483, 356, 'Emergency', '2023-07-13', 'Ibuprofen', 'Inconclusive'),
('erICA STeVENS', 77, 'Female', 'O+', 'Asthma', '2019-09-03', 'Angela Garcia', 'Santana-Thomas', 'Cigna', 2810.2626239633155, 329, 'Emergency', '2019-09-27', 'Penicillin', 'Inconclusive'),
('JoRDAN waRREn', 21, 'Female', 'O+', 'Hypertension', '2022-10-16', 'Amy Nguyen', 'Hayes Ltd', 'Cigna', 31420.52747489527, 438, 'Urgent', '2022-10-25', 'Aspirin', 'Abnormal'),
('lEE WHIte', 36, 'Female', 'AB-', 'Asthma', '2021-10-31', 'Kim Dean', 'Baker-Gill', 'Aetna', 49675.00926370795, 279, 'Elective', '2021-11-26', 'Ibuprofen', 'Normal'),
('JULiE goNZalez', 36, 'Male', 'B+', 'Diabetes', '2022-08-19', 'Curtis Hopkins', 'Cook-Fischer', 'UnitedHealthcare', 18598.20178472179, 228, 'Urgent', '2022-09-10', 'Lipitor', 'Normal'),
('SuMmer heRmAN', 32, 'Male', 'A-', 'Obesity', '2023-08-09', 'Tara Robinson DDS', 'Garcia-Nichols', 'Cigna', 22810.13596093742, 357, 'Urgent', '2023-09-07', 'Aspirin', 'Abnormal'),
('anGeLa cOx', 38, 'Female', 'O-', 'Asthma', '2020-12-02', 'Kevin Green', 'LLC Baker', 'UnitedHealthcare', 35251.71977154583, 465, 'Emergency', '2020-12-16', 'Penicillin', 'Abnormal'),
('stevEn wILLIams', 73, 'Male', 'AB-', 'Cancer', '2019-08-23', 'Dr. Jennifer Weeks', 'Gallegos Ltd', 'Medicare', 39611.23921610475, 431, 'Emergency', '2019-09-02', 'Penicillin', 'Abnormal'),
('sUsan leE', 79, 'Male', 'AB+', 'Diabetes', '2021-09-14', 'Joy Rojas', 'Nash Stevenson and Martinez,', 'UnitedHealthcare', 26350.003437665913, 369, 'Emergency', '2021-09-16', 'Aspirin', 'Inconclusive'),
('WILLiAm rODriGuez', 55, 'Female', 'B-', 'Cancer', '2020-04-21', 'Leslie Cook', 'Miller-Bell', 'Cigna', 1934.7516416367866, 351, 'Urgent', '2020-05-21', 'Aspirin', 'Inconclusive'),
('mike mcbRIdE', 58, 'Male', 'AB+', 'Asthma', '2023-08-07', 'Ashley Petersen', 'Gray and Harris, Oneal', 'Blue Cross', 23771.689216187304, 143, 'Urgent', '2023-08-28', 'Penicillin', 'Abnormal'),
('HEaTHeR cARtEr', 61, 'Female', 'B+', 'Cancer', '2020-07-13', 'Daniel Barnes', 'Ltd Carter', 'UnitedHealthcare', 28761.362695690204, 133, 'Urgent', '2020-07-29', 'Aspirin', 'Abnormal'),
('ELiZABeth iBaRrA', 45, 'Male', 'B-', 'Asthma', '2019-07-31', 'Tara Smith', 'Sons Hodges and', 'Blue Cross', 47629.61501918771, 204, 'Emergency', '2019-08-11', 'Paracetamol', 'Normal'),
('GRACE haWKinS', 34, 'Female', 'O+', 'Hypertension', '2022-05-11', 'Jennifer Taylor', 'Henderson and Sons', 'Medicare', 2851.5154457648864, 237, 'Elective', '2022-05-29', 'Paracetamol', 'Normal'),
('Kiara CLARk', 31, 'Female', 'A-', 'Cancer', '2021-02-03', 'Martin Arnold', 'Frey and Leon Espinoza,', 'Cigna', 9829.914581855013, 182, 'Urgent', '2021-02-28', 'Aspirin', 'Inconclusive'),
('KImBeRLy wElcH', 37, 'Female', 'AB-', 'Diabetes', '2023-11-23', 'Kerri Wright', 'Barnett LLC', 'Aetna', 22039.6776352082, 253, 'Elective', '2023-11-27', 'Ibuprofen', 'Abnormal'),
('JeFfREy baILey', 48, 'Female', 'A+', 'Hypertension', '2023-01-31', 'Jonathan Fields', 'Ramos-Simon', 'Aetna', 25487.49166968035, 178, 'Emergency', '2023-02-21', 'Paracetamol', 'Abnormal'),
('JOhN FoX', 67, 'Male', 'A+', 'Hypertension', '2024-04-20', 'David Hayes', 'Cook-Hurst', 'Cigna', 22506.85995251781, 211, 'Urgent', '2024-04-29', 'Paracetamol', 'Inconclusive'),
('sHAuN ACoSTa', 78, 'Female', 'O+', 'Cancer', '2023-11-20', 'Juan Andrews', 'Ramirez-Hebert', 'Cigna', 30659.375833619106, 179, 'Emergency', '2023-12-10', 'Lipitor', 'Normal'),
('RogER SOtO', 42, 'Female', 'B-', 'Arthritis', '2019-07-05', 'Clifford Fuller', 'Frank Hernandez, Taylor and', 'Blue Cross', 30046.27893659327, 376, 'Emergency', '2019-07-24', 'Aspirin', 'Inconclusive'),
('hAnNaH bArton', 61, 'Female', 'AB+', 'Arthritis', '2019-06-02', 'Kimberly Anderson', 'Parker-Petersen', 'UnitedHealthcare', 42966.499367580334, 242, 'Elective', '2019-06-19', 'Lipitor', 'Inconclusive'),
('ChrISTopheR CaSTIlLo', 64, 'Male', 'B+', 'Cancer', '2020-04-06', 'Nicholas Fuller', 'Medina, Wright and Shaffer', 'Aetna', 49899.94595355122, 419, 'Urgent', '2020-04-11', 'Lipitor', 'Normal'),
('lARry SinGleTOn', 31, 'Female', 'A-', 'Diabetes', '2022-04-05', 'Ryan Hall', 'and Grant Hamilton Edwards,', 'Medicare', 2924.4728235288467, 396, 'Urgent', '2022-04-12', 'Ibuprofen', 'Normal'),
('THomaS DonAldson', 79, 'Male', 'AB-', 'Obesity', '2019-06-26', 'Keith Bates', 'PLC Hunt', 'Cigna', 12412.108329359227, 292, 'Urgent', '2019-07-21', 'Ibuprofen', 'Inconclusive'),
('tIMoTHY MEadOWs', 80, 'Male', 'O-', 'Cancer', '2023-03-15', 'Brenda Ramsey', 'and Webb Robinson, Hicks', 'Blue Cross', 752.0328994229559, 361, 'Urgent', '2023-04-14', 'Aspirin', 'Abnormal'),
('DANiel brooKs', 83, 'Male', 'AB-', 'Hypertension', '2022-08-26', 'Emma Kramer', 'Collins Woodward Martinez, and', 'Blue Cross', 26023.361305215163, 260, 'Elective', '2022-09-05', 'Paracetamol', 'Abnormal'),
('TIm daVIs', 27, 'Male', 'B+', 'Hypertension', '2020-02-06', 'Adrienne Rodriguez', 'Hale Garner, Schultz and', 'UnitedHealthcare', 14917.96281109846, 167, 'Elective', '2020-02-18', 'Penicillin', 'Abnormal'),
('ThEREsa WrIGHt', 30, 'Female', 'B-', 'Asthma', '2024-03-19', 'Maurice Cox', 'Inc Anderson', 'Aetna', 43838.29197754161, 386, 'Elective', '2024-03-26', 'Aspirin', 'Abnormal'),
('BrIAn dOWNS', 39, 'Male', 'AB-', 'Obesity', '2022-07-07', 'Daniel Smith', 'Garcia Duncan Peters, and', 'Cigna', 38136.61348322598, 246, 'Elective', '2022-07-14', 'Penicillin', 'Abnormal'),
('ThomAs LeE', 41, 'Male', 'AB+', 'Diabetes', '2024-01-19', 'Aaron Manning', 'and English Sanders, Wilcox', 'Medicare', 48413.77488234465, 293, 'Emergency', '2024-02-08', 'Ibuprofen', 'Inconclusive'),
('CUrTis GArCia', 78, 'Female', 'A-', 'Diabetes', '2022-01-13', 'Donna Jones', 'Moore-Myers', 'Blue Cross', 37669.689103143995, 452, 'Emergency', '2022-02-03', 'Aspirin', 'Normal'),
('TaMMY rIveRs', 25, 'Male', 'B-', 'Cancer', '2020-04-26', 'Charles Daniel', 'and Reeves Sons', 'Medicare', 34789.05006439876, 406, 'Emergency', '2020-04-28', 'Paracetamol', 'Normal'),
('BRAnDON jOHnson', 53, 'Male', 'AB+', 'Asthma', '2023-12-21', 'Christian Arnold', 'Walker, and Webb Morton', 'Cigna', 13907.107126532263, 413, 'Elective', '2024-01-20', 'Aspirin', 'Abnormal'),
('PEter RichARDSON', 22, 'Female', 'AB+', 'Hypertension', '2020-01-04', 'Christopher Zuniga', 'Thompson Ritter Austin, and', 'UnitedHealthcare', 41270.61337531058, 162, 'Emergency', '2020-01-19', 'Paracetamol', 'Inconclusive'),
('MRS. rAcHEL sPeNcER', 65, 'Male', 'A+', 'Arthritis', '2020-02-08', 'Jeffrey Carr', 'and Moyer Powell, Padilla', 'Cigna', 6239.649914324642, 369, 'Elective', '2020-02-14', 'Penicillin', 'Abnormal'),
('chrISTOpheR GReEn', 37, 'Female', 'AB-', 'Diabetes', '2022-04-29', 'Sean White', 'Nelson-Edwards', 'Medicare', 14265.811616217688, 437, 'Elective', '2022-05-13', 'Paracetamol', 'Normal'),
('wILLiAm SIms', 25, 'Female', 'B+', 'Arthritis', '2020-04-05', 'Kurt Scott', 'LLC English', 'Cigna', 16520.92307127606, 448, 'Elective', '2020-04-20', 'Ibuprofen', 'Inconclusive'),
('LISA BooKeR', 62, 'Female', 'O+', 'Arthritis', '2019-12-02', 'Robert Johnson', 'Jones-Lee', 'UnitedHealthcare', 35057.11282992276, 447, 'Emergency', '2019-12-09', 'Aspirin', 'Inconclusive'),
('BoNnie bUckLey', 38, 'Male', 'A-', 'Asthma', '2021-03-19', 'Zachary Crawford', 'Reed-Medina', 'UnitedHealthcare', 4218.549434939637, 495, 'Elective', '2021-04-08', 'Penicillin', 'Abnormal'),
('EliZAbeTh MicHAeL', 58, 'Female', 'B-', 'Asthma', '2023-10-07', 'Jasmine Zimmerman', 'Inc Stevens', 'Medicare', 36771.41217929528, 362, 'Emergency', '2023-10-08', 'Ibuprofen', 'Inconclusive'),
('JASOn Lynch', 44, 'Male', 'A+', 'Obesity', '2021-09-10', 'Christopher Stokes', 'Rodriguez and Becker Holmes,', 'Cigna', 35520.396823340634, 460, 'Urgent', '2021-10-08', 'Aspirin', 'Normal'),
('aMBER ORtiz', 62, 'Male', 'O+', 'Asthma', '2021-10-14', 'Charles Moore', 'Jacobs Owens Smith, and', 'Blue Cross', 7656.635667950255, 445, 'Emergency', '2021-10-29', 'Ibuprofen', 'Normal'),
('sUsaN LynCh', 46, 'Female', 'AB+', 'Diabetes', '2023-10-24', 'Brenda White', 'Davis-Nguyen', 'Medicare', 34599.40943140091, 106, 'Urgent', '2023-10-29', 'Lipitor', 'Inconclusive'),
('ANdRew WaLsH', 29, 'Male', 'B-', 'Arthritis', '2022-12-28', 'Steven Mills', 'Moore Cooper, Wilson and', 'Aetna', 2436.5205899353414, 261, 'Urgent', '2023-01-15', 'Paracetamol', 'Abnormal'),
('maRy beLl', 35, 'Female', 'O+', 'Diabetes', '2023-12-31', 'Dorothy Simmons', 'and Salazar, Gonzales Jones', 'Blue Cross', 32680.606993711255, 493, 'Emergency', '2024-01-04', 'Paracetamol', 'Abnormal'),
('mOniCA JameS', 46, 'Female', 'B+', 'Asthma', '2022-02-07', 'Theresa Martin', 'Hunt Inc', 'Cigna', 1790.315234891964, 259, 'Urgent', '2022-02-23', 'Paracetamol', 'Normal'),
('aMY OsBorNE', 85, 'Male', 'A+', 'Hypertension', '2020-06-12', 'Steve Hood', 'PLC Cox', 'Medicare', 2284.4294745165503, 445, 'Urgent', '2020-06-14', 'Ibuprofen', 'Inconclusive'),
('zaCHaRy riCE', 37, 'Female', 'AB-', 'Diabetes', '2022-10-16', 'Darlene Mills', 'Welch Carr and Kennedy,', 'UnitedHealthcare', 37152.645285604565, 335, 'Emergency', '2022-10-28', 'Paracetamol', 'Abnormal'),
('AnTHony JoNeS', 62, 'Female', 'AB-', 'Cancer', '2022-01-11', 'Maria Morales', 'Group Stein', 'Medicare', 21169.114218735886, 130, 'Emergency', '2022-01-15', 'Lipitor', 'Normal'),
('ChrISTiNA burNS', 45, 'Female', 'B+', 'Asthma', '2022-11-13', 'John King', 'Taylor Inc', 'Blue Cross', 31028.001187322527, 247, 'Elective', '2022-11-16', 'Ibuprofen', 'Normal'),
('kAtheriNe bass', 33, 'Male', 'O-', 'Arthritis', '2022-07-24', 'Nicole Parker', 'Kidd Inc', 'Aetna', 1468.2438306255642, 492, 'Urgent', '2022-08-14', 'Penicillin', 'Abnormal'),
('clAUDIa tyLER', 44, 'Female', 'AB+', 'Obesity', '2019-06-25', 'Adrienne Matthews', 'Hurst, Thompson and Walls', 'Medicare', 35284.167271145314, 464, 'Urgent', '2019-07-10', 'Lipitor', 'Normal'),
('RObERT edWArds', 29, 'Female', 'AB-', 'Asthma', '2020-06-19', 'Thomas Miranda', 'Black-Stevens', 'Aetna', 4288.608247540553, 500, 'Urgent', '2020-07-08', 'Ibuprofen', 'Normal'),
('JILL sErRaNO', 35, 'Female', 'AB+', 'Diabetes', '2020-02-06', 'Jill Nelson', 'Collins and Murray Taylor,', 'UnitedHealthcare', 19769.292930192478, 464, 'Elective', '2020-02-24', 'Ibuprofen', 'Inconclusive'),
('tRoY goULd', 45, 'Female', 'A+', 'Hypertension', '2023-12-17', 'Kimberly Malone', 'Wilson Whitney Henderson, and', 'UnitedHealthcare', 30430.10013176955, 361, 'Urgent', '2024-01-12', 'Paracetamol', 'Normal'),
('John HOBbS', 49, 'Female', 'B-', 'Cancer', '2022-08-05', 'Destiny Nichols', 'Vaughan, Adams and Garcia', 'Blue Cross', 38716.054193641794, 185, 'Urgent', '2022-08-11', 'Penicillin', 'Abnormal'),
('MArK hUnteR', 39, 'Male', 'O+', 'Asthma', '2020-09-28', 'Michael Johnson', 'Vazquez and Sons', 'UnitedHealthcare', 15563.56601798877, 232, 'Urgent', '2020-10-05', 'Paracetamol', 'Inconclusive'),
('ChRistiNa MiLLeR', 80, 'Male', 'O+', 'Obesity', '2020-09-16', 'Mark Ewing', 'Aguilar Mullins and Schmidt,', 'Cigna', 27670.952001636415, 330, 'Elective', '2020-10-13', 'Ibuprofen', 'Abnormal'),
('aNDReA torReS', 80, 'Female', 'A-', 'Hypertension', '2020-01-27', 'Michael Collins', 'Rivera-Norton', 'Aetna', 10757.122920715588, 291, 'Emergency', '2020-02-21', 'Penicillin', 'Inconclusive'),
('christiaN WAShINGTON md', 51, 'Male', 'A-', 'Asthma', '2020-06-11', 'Angelica Chavez', 'Williams, and Howard Meyer', 'Medicare', 43582.94096475219, 231, 'Emergency', '2020-06-16', 'Paracetamol', 'Normal'),
('CHRIstOphER ChARleS', 70, 'Female', 'B-', 'Arthritis', '2019-12-04', 'Cassandra Knight', 'Robbins-Wiggins', 'Blue Cross', 27005.534287048722, 412, 'Emergency', '2020-01-02', 'Lipitor', 'Normal'),
('saRA hall', 68, 'Male', 'A+', 'Diabetes', '2020-12-05', 'Lisa Davenport', 'and Hess, Nguyen Everett', 'Medicare', 6078.838574632307, 478, 'Emergency', '2020-12-18', 'Ibuprofen', 'Inconclusive'),
('JOsHua PATeL', 49, 'Male', 'A-', 'Cancer', '2021-05-22', 'Donna Brown', 'Holland-Brown', 'Aetna', 49343.017033204815, 301, 'Urgent', '2021-06-08', 'Aspirin', 'Normal'),
('BrianNa MoreNo', 54, 'Female', 'O+', 'Asthma', '2022-06-02', 'Christopher Jones', 'Santiago PLC', 'UnitedHealthcare', 16515.7559054095, 373, 'Urgent', '2022-06-07', 'Aspirin', 'Inconclusive'),
('Jenna TURneR', 81, 'Male', 'B-', 'Arthritis', '2022-07-31', 'Elizabeth Mccoy', 'Hensley-Shepard', 'Blue Cross', 49000.226552616674, 213, 'Urgent', '2022-08-22', 'Ibuprofen', 'Inconclusive'),
('JEFFrEY Long', 55, 'Female', 'B+', 'Obesity', '2019-08-16', 'Desiree Thornton', 'Maldonado-White', 'Blue Cross', 31484.41349196313, 383, 'Emergency', '2019-09-05', 'Aspirin', 'Normal'),
('aLexANdeR bISHoP', 34, 'Male', 'AB-', 'Diabetes', '2022-02-08', 'Scott York', 'Mcmahon, and Steele Rose', 'Medicare', 24701.86615955965, 443, 'Urgent', '2022-03-03', 'Ibuprofen', 'Inconclusive'),
('jOhN YOUng', 22, 'Male', 'A+', 'Diabetes', '2021-03-23', 'Lauren Mendoza', 'Holmes, Vasquez Sanchez and', 'Medicare', 18831.832412669643, 426, 'Urgent', '2021-04-22', 'Penicillin', 'Abnormal'),
('HEathEr sancheZ', 74, 'Male', 'A+', 'Cancer', '2021-02-17', 'Stephanie Brown', 'Hall-Johnson', 'Blue Cross', 44439.431887479404, 110, 'Urgent', '2021-02-18', 'Aspirin', 'Abnormal'),
('AmanDa WHitE', 72, 'Female', 'O+', 'Diabetes', '2019-06-01', 'Janet Pratt', 'PLC Jacobs', 'Cigna', 6899.394973571712, 328, 'Urgent', '2019-06-18', 'Paracetamol', 'Inconclusive'),
('bruCE cox', 75, 'Female', 'A+', 'Obesity', '2020-09-24', 'Sara Page', 'Williams-Hill', 'Cigna', 44516.09118965858, 494, 'Emergency', '2020-09-26', 'Penicillin', 'Inconclusive'),
('gEoRGE WolFe', 63, 'Male', 'B-', 'Cancer', '2019-08-01', 'Thomas Gonzalez', 'Petty Ltd', 'UnitedHealthcare', 16396.32383535369, 344, 'Emergency', '2019-08-26', 'Ibuprofen', 'Normal'),
('SHanNOn wILliAMson', 32, 'Female', 'A-', 'Arthritis', '2021-05-31', 'John Potter', 'Lopez Inc', 'Medicare', 3916.004572331612, 268, 'Urgent', '2021-06-22', 'Penicillin', 'Abnormal'),
('JuliE rIvaS', 78, 'Female', 'O+', 'Diabetes', '2022-09-15', 'Debbie Johnson', 'PLC Conway', 'Medicare', 28106.082097945793, 287, 'Emergency', '2022-09-19', 'Aspirin', 'Inconclusive'),
('RoGER eScobAr', 55, 'Female', 'O+', 'Obesity', '2020-11-19', 'Brett Young', 'Thompson and Miller, Allen', 'Medicare', 11561.482534276836, 327, 'Urgent', '2020-12-14', 'Ibuprofen', 'Inconclusive'),
('Tammy hall', 84, 'Male', 'A-', 'Asthma', '2019-07-27', 'Isaiah Foster', 'Copeland LLC', 'UnitedHealthcare', 11685.036083592824, 373, 'Elective', '2019-08-09', 'Ibuprofen', 'Abnormal'),
('TYLER camPbelL', 24, 'Male', 'O-', 'Obesity', '2021-06-30', 'Ryan Kim', 'PLC Doyle', 'UnitedHealthcare', 6684.896407920145, 243, 'Emergency', '2021-07-01', 'Lipitor', 'Inconclusive'),
('nICHOlAS gaRcIA', 60, 'Female', 'B-', 'Hypertension', '2022-03-21', 'Joseph Koch', 'Day Myers, Mayer and', 'Aetna', 6609.770090178517, 181, 'Urgent', '2022-04-18', 'Aspirin', 'Normal'),
('DesIRee FraZiEr', 48, 'Male', 'AB-', 'Asthma', '2024-04-22', 'Emma Costa', 'Gutierrez Inc', 'Blue Cross', 42291.4038753422, 295, 'Emergency', '2024-05-10', 'Penicillin', 'Abnormal'),
('BiANCA jOhNSoN', 31, 'Male', 'B+', 'Hypertension', '2021-08-27', 'Brian Warren', 'Thomas and Hogan Robertson,', 'Cigna', 2450.625130864122, 273, 'Urgent', '2021-09-01', 'Lipitor', 'Inconclusive'),
('weNDY CAIN', 48, 'Female', 'O+', 'Arthritis', '2022-10-17', 'Michelle Brown', 'Johnson-Taylor', 'Cigna', 2268.459261017377, 253, 'Emergency', '2022-11-06', 'Penicillin', 'Normal'),
('VeROnIca mEYEr', 60, 'Female', 'O-', 'Hypertension', '2024-03-09', 'Emily Aguilar', 'Warren, Wood Miller and', 'Medicare', 16321.003008031937, 475, 'Urgent', '2024-04-02', 'Aspirin', 'Inconclusive'),
('ElizABETH rAmirEZ', 29, 'Female', 'O+', 'Cancer', '2023-06-04', 'Danielle Villanueva', 'Fields Inc', 'UnitedHealthcare', 40829.49364915305, 105, 'Urgent', '2023-07-03', 'Ibuprofen', 'Abnormal'),
('BretT sTEvenS', 81, 'Female', 'AB+', 'Arthritis', '2020-08-04', 'Curtis Gonzalez', 'Group Sellers', 'Cigna', 13276.701765872258, 457, 'Elective', '2020-08-11', 'Lipitor', 'Normal'),
('marIO HaLeY', 83, 'Male', 'O+', 'Diabetes', '2022-12-26', 'Chelsea Alvarado', 'Ltd Ortega', 'Medicare', 9690.560104991435, 388, 'Elective', '2023-01-20', 'Lipitor', 'Normal'),
('PaTRIcK OweNs', 19, 'Male', 'B+', 'Hypertension', '2021-06-19', 'Nancy Matthews', 'Williams LLC', 'Aetna', 49167.76294644701, 254, 'Elective', '2021-06-20', 'Lipitor', 'Inconclusive'),
('kaRen clarK', 31, 'Male', 'B-', 'Hypertension', '2021-11-29', 'Joseph Howell', 'and Greer, Dalton Williams', 'UnitedHealthcare', 1499.0470711502926, 472, 'Urgent', '2021-12-27', 'Ibuprofen', 'Inconclusive'),
('SaraH jEnsen', 75, 'Male', 'A+', 'Arthritis', '2019-07-14', 'Heidi White', 'Ltd Thompson', 'Cigna', 31580.293016301268, 312, 'Emergency', '2019-08-06', 'Aspirin', 'Abnormal'),
('cHriSToPhEr mArshAlL', 53, 'Male', 'B-', 'Obesity', '2019-08-15', 'Latasha Wiggins', 'Bartlett LLC', 'Blue Cross', 16243.24289073102, 305, 'Emergency', '2019-08-27', 'Aspirin', 'Inconclusive'),
('brEnda dAvIS', 47, 'Female', 'B-', 'Cancer', '2021-03-16', 'Eric Hudson', 'Curtis PLC', 'Cigna', 36569.665155923, 268, 'Emergency', '2021-04-09', 'Lipitor', 'Abnormal'),
('anGeLA YounG md', 69, 'Male', 'A+', 'Hypertension', '2023-02-14', 'Gary Ramos', 'Gomez, Tucker Collins and', 'Medicare', 34498.209390905125, 354, 'Elective', '2023-03-02', 'Ibuprofen', 'Normal'),
('brIaN SMiTh', 28, 'Male', 'B-', 'Obesity', '2022-05-31', 'Stephanie Melendez', 'Arroyo-Taylor', 'Medicare', 1771.2905141824128, 141, 'Elective', '2022-06-24', 'Lipitor', 'Abnormal'),
('REbEcca jaMeS', 61, 'Male', 'O+', 'Hypertension', '2023-03-31', 'Stacie Andrade', 'Thompson-Brown', 'Cigna', 10898.20876297997, 476, 'Elective', '2023-04-12', 'Penicillin', 'Inconclusive'),
('JACob FarmER', 75, 'Female', 'B-', 'Hypertension', '2021-03-22', 'Michael Thomas', 'Johnson-Mckinney', 'UnitedHealthcare', 17144.735991287256, 201, 'Elective', '2021-03-30', 'Lipitor', 'Normal'),
('daniEl FLORes', 74, 'Male', 'AB+', 'Cancer', '2021-11-16', 'Derek Gonzalez', 'Austin-Johnson', 'Cigna', 40809.509300901416, 148, 'Urgent', '2021-11-21', 'Lipitor', 'Abnormal'),
('MARCuS gilLEspIE', 64, 'Female', 'AB-', 'Hypertension', '2022-10-26', 'Mary Henry', 'Jacobs-Thompson', 'Medicare', 36836.3534041402, 130, 'Emergency', '2022-11-16', 'Lipitor', 'Inconclusive'),
('SUSan jOHNSon', 56, 'Male', 'AB-', 'Obesity', '2020-10-30', 'Michele Roy', 'and Johnson Morales, Smith', 'Aetna', 45321.37345797754, 254, 'Urgent', '2020-11-28', 'Ibuprofen', 'Abnormal'),
('mArIE tURNeR', 59, 'Female', 'AB+', 'Obesity', '2023-05-03', 'Glenn Riggs', 'Alvarado PLC', 'UnitedHealthcare', 43545.51977966152, 299, 'Emergency', '2023-05-05', 'Aspirin', 'Inconclusive'),
('BRian LArSON', 37, 'Female', 'AB-', 'Arthritis', '2021-01-21', 'Teresa May MD', 'Glass Sons and', 'Blue Cross', 11731.624590521234, 219, 'Emergency', '2021-02-15', 'Aspirin', 'Normal'),
('anTOniO cONtRERaS', 37, 'Male', 'O-', 'Asthma', '2023-12-11', 'Audrey Fleming', 'Lin-Alexander', 'UnitedHealthcare', 45775.20384648719, 407, 'Elective', '2023-12-14', 'Ibuprofen', 'Normal'),
('meLAnie mORalEs', 26, 'Male', 'B-', 'Obesity', '2020-12-18', 'Andrea White', 'Jackson, Phillips and Dennis', 'Medicare', 39979.243892267186, 217, 'Urgent', '2021-01-09', 'Ibuprofen', 'Abnormal'),
('AmANDa hEBERt', 62, 'Female', 'A+', 'Asthma', '2022-06-20', 'Corey Gallegos', 'Hodges PLC', 'Blue Cross', 25170.017353497406, 475, 'Urgent', '2022-07-19', 'Lipitor', 'Inconclusive'),
('james ward', 50, 'Female', 'O-', 'Asthma', '2020-12-02', 'Angela Carlson', 'Berg-Hanson', 'Medicare', 14962.730356105929, 473, 'Emergency', '2020-12-04', 'Lipitor', 'Normal'),
('nIcOLE fLyNn', 68, 'Male', 'O-', 'Cancer', '2024-03-05', 'Gregory James', 'Curry Miller and Padilla,', 'Blue Cross', 20909.853329325502, 386, 'Emergency', '2024-04-04', 'Paracetamol', 'Inconclusive'),
('ThOMAs sUtton', 41, 'Male', 'A+', 'Arthritis', '2023-03-07', 'Heather Williams', 'Warner-James', 'Aetna', 18654.94602970827, 431, 'Elective', '2023-03-30', 'Lipitor', 'Abnormal'),
('brAndI woodArD', 54, 'Female', 'AB-', 'Hypertension', '2021-12-10', 'Blake Thomas', 'Cross Johnson, and Foster', 'Aetna', 20964.488531360286, 188, 'Emergency', '2021-12-12', 'Aspirin', 'Abnormal'),
('jACoB CuNNINGhAM', 28, 'Female', 'O-', 'Diabetes', '2019-07-13', 'David Sanchez', 'Odom-Oneal', 'Cigna', 48775.045688281454, 117, 'Emergency', '2019-08-02', 'Lipitor', 'Inconclusive'),
('mArK armsTroNg', 66, 'Female', 'AB-', 'Diabetes', '2020-08-11', 'Clarence Hamilton', 'PLC Jones', 'Cigna', 21109.360439491385, 144, 'Elective', '2020-08-27', 'Penicillin', 'Normal'),
('marK RoDRigUez', 79, 'Male', 'O+', 'Diabetes', '2022-03-04', 'Mary Jacobs', 'Doyle Mccullough Reyes, and', 'UnitedHealthcare', 47964.49831033527, 208, 'Elective', '2022-03-24', 'Ibuprofen', 'Abnormal'),
('JImmy JonES', 23, 'Male', 'AB-', 'Asthma', '2020-06-03', 'John Carrillo', 'Ltd Davis', 'Medicare', 17544.291019127882, 372, 'Emergency', '2020-06-24', 'Penicillin', 'Abnormal'),
('DavId hOWaRd', 82, 'Female', 'O-', 'Obesity', '2023-12-30', 'Laurie Johnson', 'and Sons Lewis', 'Aetna', 45811.58091354526, 474, 'Emergency', '2024-01-06', 'Paracetamol', 'Abnormal'),
('aManDa mIlLs', 33, 'Male', 'A-', 'Hypertension', '2020-06-04', 'Tina Francis', 'Pineda-Daniels', 'Blue Cross', 31820.015268554056, 316, 'Elective', '2020-06-14', 'Lipitor', 'Abnormal'),
('DaNieL moOre', 68, 'Male', 'O-', 'Cancer', '2019-10-21', 'Jamie Green', 'Murphy PLC', 'Aetna', 29063.26618903913, 175, 'Urgent', '2019-10-31', 'Ibuprofen', 'Inconclusive'),
('MicHaEl BRuce', 31, 'Male', 'A+', 'Cancer', '2021-06-04', 'Willie Bonilla', 'Zamora, Glass Brooks and', 'Blue Cross', 18515.737926567926, 243, 'Emergency', '2021-06-24', 'Ibuprofen', 'Abnormal'),
('tiMOthY bEnNeTt', 44, 'Male', 'O-', 'Diabetes', '2020-11-30', 'Steven Moore', 'Walker, Wallace and Ware', 'Cigna', 39445.07025793607, 163, 'Elective', '2020-12-08', 'Penicillin', 'Normal'),
('CArlOs burton', 56, 'Female', 'A+', 'Obesity', '2023-10-08', 'Karen White', 'Fischer-Powers', 'Blue Cross', 4754.2258796020715, 168, 'Emergency', '2023-10-18', 'Ibuprofen', 'Inconclusive'),
('NIColE nguyEn', 59, 'Male', 'O-', 'Hypertension', '2022-06-17', 'Andrew Bryant', 'Jones LLC', 'Medicare', 43054.80296839014, 458, 'Emergency', '2022-06-29', 'Lipitor', 'Normal'),
('MAtTHeW HaRPER', 20, 'Female', 'A-', 'Cancer', '2021-02-28', 'John Cox', 'Mccann-Smith', 'Blue Cross', 48225.8041049745, 443, 'Elective', '2021-03-04', 'Paracetamol', 'Inconclusive'),
('jAmiE PRiCe', 81, 'Female', 'A-', 'Asthma', '2022-07-19', 'Mitchell Ayala', 'Williams Thomas and Hernandez,', 'UnitedHealthcare', 18448.53967146816, 191, 'Elective', '2022-07-31', 'Aspirin', 'Normal'),
('ThomAS hiCks', 24, 'Male', 'AB-', 'Diabetes', '2020-06-17', 'Krista Brown', 'Burke-Dominguez', 'Aetna', 6406.177231926159, 391, 'Emergency', '2020-06-23', 'Lipitor', 'Inconclusive'),
('mICHElle huGhES', 79, 'Male', 'B-', 'Diabetes', '2024-03-29', 'Amy Melendez', 'Riley Erickson and Cunningham,', 'Blue Cross', 28958.312660753887, 258, 'Emergency', '2024-04-10', 'Penicillin', 'Normal'),
('CasSIE NELSoN', 40, 'Male', 'AB+', 'Hypertension', '2022-08-01', 'Jennifer Watson', 'Williams and Frye Castaneda,', 'UnitedHealthcare', 20670.703630765795, 139, 'Elective', '2022-08-10', 'Paracetamol', 'Normal'),
('ErIc tUrNeR', 25, 'Male', 'A+', 'Asthma', '2022-12-19', 'Ryan Collins', 'Merritt, and Young King', 'Aetna', 30933.274758707386, 317, 'Elective', '2022-12-31', 'Ibuprofen', 'Normal'),
('shArON sMiTH', 42, 'Female', 'AB-', 'Cancer', '2023-11-30', 'Stephen Woods', 'Duncan Harmon, and Joseph', 'UnitedHealthcare', 20951.777910885263, 102, 'Urgent', '2023-12-27', 'Ibuprofen', 'Abnormal'),
('nANCy MAy', 41, 'Female', 'O-', 'Hypertension', '2020-07-12', 'Scott Costa', 'Johnson Smith Carey, and', 'Blue Cross', 33215.977759537585, 275, 'Emergency', '2020-07-25', 'Ibuprofen', 'Abnormal'),
('eLiZaBETh FlOrEs', 77, 'Female', 'O+', 'Obesity', '2023-11-13', 'Kimberly Johnson', 'Smith Harris, Smith and', 'Blue Cross', 46504.818208661345, 320, 'Elective', '2023-11-28', 'Aspirin', 'Normal'),
('DaVID FlorEs', 34, 'Female', 'A-', 'Cancer', '2020-04-14', 'Christopher Thompson', 'Swanson PLC', 'Medicare', 21622.593100480426, 128, 'Elective', '2020-05-12', 'Ibuprofen', 'Inconclusive'),
('joSePh CohEn jR.', 57, 'Female', 'A+', 'Cancer', '2019-06-08', 'Melissa Miller', 'Perez-Sheppard', 'Blue Cross', 11114.204615154387, 336, 'Urgent', '2019-06-23', 'Lipitor', 'Inconclusive'),
('rIcHArd HAmMOnd', 36, 'Female', 'A-', 'Asthma', '2019-07-01', 'Mariah Wall', 'Miller-Cervantes', 'Medicare', 21718.19237424522, 312, 'Elective', '2019-07-09', 'Lipitor', 'Abnormal'),
('RicHARd HInes', 45, 'Female', 'B+', 'Hypertension', '2023-03-23', 'Marvin Wolfe', 'Chaney Gaines White, and', 'Cigna', 11605.19194943677, 311, 'Elective', '2023-04-02', 'Paracetamol', 'Abnormal'),
('JUstIn bRYANt', 27, 'Female', 'AB+', 'Asthma', '2024-01-01', 'Sean Soto DVM', 'Baldwin LLC', 'Aetna', 21388.672538111405, 297, 'Urgent', '2024-01-27', 'Aspirin', 'Normal'),
('ErNEsT TAyLOR', 29, 'Male', 'B+', 'Cancer', '2023-07-23', 'Bethany Smith', 'Garrison-Rodriguez', 'UnitedHealthcare', 25804.598341575776, 163, 'Emergency', '2023-08-08', 'Aspirin', 'Normal'),
('tyRONe NEWMan', 42, 'Male', 'AB+', 'Cancer', '2022-08-03', 'Shawn Russell', 'Inc Gonzalez', 'Medicare', 37907.06425087226, 415, 'Emergency', '2022-08-18', 'Penicillin', 'Inconclusive'),
('nicole thOrNtOn', 52, 'Male', 'A-', 'Arthritis', '2021-08-12', 'Molly Russell', 'Pollard, Logan Mckee and', 'Cigna', 13253.756859288582, 303, 'Urgent', '2021-08-19', 'Lipitor', 'Inconclusive'),
('dawN tHomas', 72, 'Female', 'A+', 'Obesity', '2021-12-07', 'Allen Estes', 'Thomas, Bauer and Moore', 'Blue Cross', 11820.110765465688, 298, 'Emergency', '2021-12-13', 'Ibuprofen', 'Inconclusive'),
('JeSsIca booTh', 34, 'Female', 'O+', 'Hypertension', '2020-10-22', 'Anthony Daniels', 'Stark-Walker', 'Medicare', 43262.89434820015, 248, 'Emergency', '2020-11-10', 'Aspirin', 'Normal'),
('dOuGLAs MyERs', 49, 'Female', 'O+', 'Asthma', '2020-01-13', 'Robert Bailey', 'and Lee Nguyen Gonzalez,', 'Blue Cross', 42030.88097999154, 112, 'Elective', '2020-01-29', 'Aspirin', 'Inconclusive'),
('kEndrA WalKeR', 22, 'Male', 'AB-', 'Hypertension', '2023-04-21', 'Donald Hendrix', 'Collins-Gilbert', 'Cigna', 27081.57452070073, 307, 'Urgent', '2023-05-11', 'Aspirin', 'Abnormal'),
('ChRis nUNeZ', 46, 'Female', 'B+', 'Obesity', '2023-12-30', 'William Roberts', 'Gonzales Sons and', 'Medicare', 12129.819762219431, 245, 'Urgent', '2024-01-23', 'Paracetamol', 'Inconclusive'),
('tHOmaS martIN', 31, 'Female', 'AB+', 'Arthritis', '2019-10-16', 'Teresa Olson', 'Group Jacobs', 'Cigna', 44377.860502673444, 444, 'Emergency', '2019-10-20', 'Ibuprofen', 'Abnormal'),
('jeSSE sutTOn', 74, 'Male', 'O-', 'Cancer', '2023-05-17', 'Audrey Williams', 'Williams-Combs', 'Cigna', 18031.98064099443, 396, 'Urgent', '2023-05-21', 'Paracetamol', 'Inconclusive'),
('lINDA kenNEDY', 82, 'Male', 'O+', 'Obesity', '2019-10-30', 'Gina Coffey', 'Wright PLC', 'Aetna', 41646.0519902451, 485, 'Emergency', '2019-11-04', 'Paracetamol', 'Normal'),
('AllIsOn pricE', 53, 'Male', 'AB+', 'Asthma', '2022-03-20', 'Jennifer Johnson', 'Munoz-Swanson', 'Medicare', 28858.720854859886, 308, 'Urgent', '2022-04-04', 'Penicillin', 'Abnormal'),
('fRED sNYDer', 56, 'Male', 'O-', 'Asthma', '2021-12-29', 'William Waters', 'Sons and Madden', 'Cigna', 8997.03238555355, 266, 'Elective', '2021-12-30', 'Paracetamol', 'Abnormal'),
('JorGE rIchaRD', 30, 'Male', 'AB+', 'Hypertension', '2022-09-18', 'Julia Dominguez', 'Lee-Casey', 'Aetna', 32780.30769106374, 288, 'Emergency', '2022-10-16', 'Paracetamol', 'Abnormal'),
('JAsOn MartINeZ', 32, 'Male', 'O-', 'Diabetes', '2022-03-04', 'Veronica Smith', 'Juarez Sims, Henry and', 'Medicare', 42492.112601072935, 312, 'Emergency', '2022-03-21', 'Lipitor', 'Normal'),
('SAMaNTha gArZA', 77, 'Male', 'AB+', 'Diabetes', '2021-11-13', 'David Kelley', 'Gibson LLC', 'Blue Cross', 49126.26668224657, 159, 'Emergency', '2021-12-04', 'Ibuprofen', 'Inconclusive'),
('ROBert niChols', 61, 'Male', 'O+', 'Cancer', '2019-05-18', 'Aaron Fox', 'Clark, and Cobb Parsons', 'Cigna', 15289.194743676187, 353, 'Emergency', '2019-05-22', 'Aspirin', 'Normal'),
('BRETT mARshAll', 42, 'Female', 'B+', 'Asthma', '2021-11-10', 'Robert Hartman', 'PLC Garner', 'Aetna', 52181.837792399056, 140, 'Emergency', '2021-11-17', 'Penicillin', 'Inconclusive'),
('bRIAnna LeE', 58, 'Male', 'A+', 'Hypertension', '2021-03-16', 'Dorothy Gonzalez', 'Holden Inc', 'Aetna', 4512.484707953812, 353, 'Emergency', '2021-04-02', 'Penicillin', 'Abnormal'),
('ChaSe goOD', 46, 'Female', 'O-', 'Asthma', '2022-11-07', 'Jordan Gordon', 'Ltd Houston', 'UnitedHealthcare', 8047.798035121471, 451, 'Emergency', '2022-11-24', 'Lipitor', 'Abnormal'),
('baRBARa yOung', 46, 'Male', 'A-', 'Hypertension', '2020-01-12', 'Robert Carter', 'Hayes-Walton', 'Medicare', 37307.01460505812, 158, 'Elective', '2020-01-26', 'Penicillin', 'Inconclusive'),
('mIchaeL cHRisTiaN', 54, 'Female', 'B+', 'Diabetes', '2023-02-28', 'Marcus Warren', 'Ltd Austin', 'Aetna', 27661.24412668271, 451, 'Urgent', '2023-03-11', 'Paracetamol', 'Inconclusive'),
('sEAN GRAY', 44, 'Female', 'B+', 'Obesity', '2022-06-03', 'William Hunter', 'Nguyen-Hart', 'Medicare', 30206.874120107226, 379, 'Elective', '2022-06-22', 'Ibuprofen', 'Inconclusive'),
('mICHAel hIll', 33, 'Female', 'O+', 'Diabetes', '2019-11-21', 'Randy Sexton', 'and Johns Spencer, George', 'Medicare', 15832.564741401635, 476, 'Elective', '2019-12-09', 'Penicillin', 'Normal'),
('bRIaNA bOwen', 47, 'Male', 'O+', 'Obesity', '2024-04-18', 'Rita Sandoval', 'Stevens-Howard', 'Blue Cross', 34153.150575449465, 403, 'Urgent', '2024-04-24', 'Paracetamol', 'Abnormal');
INSERT INTO `healthcare_dataset` (`Name`, `Age`, `Gender`, `BloodType`, `MedicalCondition`, `DateofAdmission`, `Doctor`, `Hospital`, `InsuranceProvider`, `BillingAmount`, `RoomNumber`, `AdmissionType`, `DischargeDate`, `Medication`, `TestResults`) VALUES
('jEfF mOSS', 80, 'Female', 'B-', 'Obesity', '2021-01-26', 'Crystal Smith', 'and Cooper Potter, Landry', 'Aetna', 6649.003504424868, 469, 'Emergency', '2021-02-20', 'Paracetamol', 'Normal'),
('RoNald paRK', 20, 'Male', 'A+', 'Asthma', '2019-09-09', 'Sarah Hernandez', 'Brown-Hughes', 'Blue Cross', 44393.001347688056, 148, 'Elective', '2019-10-08', 'Penicillin', 'Inconclusive'),
('MattHEw riVERa', 72, 'Female', 'O+', 'Cancer', '2019-11-14', 'Christopher Barnett DDS', 'Bell Peterson and Hall,', 'Aetna', 27324.568357995337, 315, 'Emergency', '2019-11-24', 'Lipitor', 'Normal'),
('kimbErlY SINglETon', 53, 'Male', 'AB+', 'Arthritis', '2022-12-02', 'Laura Taylor', 'Flores-Franco', 'Blue Cross', 43923.04031061162, 321, 'Urgent', '2022-12-11', 'Ibuprofen', 'Abnormal'),
('SaBrINa GOnZaleZ', 43, 'Male', 'AB-', 'Diabetes', '2020-05-17', 'Patricia Hart', 'and Mcknight, Wilson Acevedo', 'UnitedHealthcare', 44685.03695864554, 322, 'Emergency', '2020-05-20', 'Aspirin', 'Normal'),
('sTevEn THoMPSON', 50, 'Female', 'O+', 'Hypertension', '2020-12-16', 'Michelle Evans', 'Mendez, Rodriguez and Smith', 'Blue Cross', 31774.78366214056, 139, 'Urgent', '2021-01-08', 'Ibuprofen', 'Abnormal'),
('laURen CUEVaS', 72, 'Female', 'B-', 'Obesity', '2021-08-19', 'Paula Gray', 'Williams Inc', 'Medicare', 48195.83024894522, 213, 'Urgent', '2021-09-05', 'Paracetamol', 'Inconclusive'),
('MiCHaEL GomeZ', 73, 'Female', 'AB-', 'Diabetes', '2020-10-10', 'Clayton Thomas', 'Davis-Sanchez', 'Blue Cross', 11496.331417991805, 205, 'Elective', '2020-11-03', 'Ibuprofen', 'Inconclusive'),
('dENISE ramIReZ', 20, 'Male', 'O-', 'Arthritis', '2022-08-08', 'Amy Garcia', 'Ryan-Moore', 'Cigna', 23167.85976077539, 175, 'Emergency', '2022-09-03', 'Ibuprofen', 'Normal'),
('jOrDaN BROwn', 33, 'Male', 'A-', 'Diabetes', '2019-07-31', 'Amanda Obrien', 'Wood Group', 'Cigna', 8639.92492076975, 123, 'Emergency', '2019-08-12', 'Penicillin', 'Abnormal'),
('dr. DANA LEONard', 33, 'Male', 'B+', 'Obesity', '2020-05-27', 'Crystal Faulkner', 'Carter, Carter Evans and', 'Aetna', 6432.153332156164, 427, 'Urgent', '2020-06-07', 'Aspirin', 'Inconclusive'),
('eRIc FernaNDeZ', 82, 'Male', 'A+', 'Hypertension', '2022-07-10', 'Trevor Farrell', 'Richards and Campbell, Lee', 'Cigna', 22387.92430360511, 312, 'Emergency', '2022-07-31', 'Penicillin', 'Inconclusive'),
('ScoTt AnDERSEn', 60, 'Female', 'O+', 'Obesity', '2021-08-31', 'Hannah Barrett', 'Fuller, and Rios Murphy', 'Cigna', 17562.86354691122, 281, 'Urgent', '2021-09-03', 'Penicillin', 'Inconclusive'),
('dAVE KENnedY', 64, 'Female', 'A+', 'Diabetes', '2022-08-27', 'Caitlin Davis', 'and Underwood, Benjamin Baker', 'Blue Cross', 25369.62208368459, 101, 'Elective', '2022-09-04', 'Lipitor', 'Abnormal'),
('rOBeRT BURton', 20, 'Female', 'O+', 'Obesity', '2020-03-30', 'Nicole Perez', 'Patterson-Barber', 'Cigna', 44577.89573899141, 249, 'Urgent', '2020-04-15', 'Aspirin', 'Inconclusive'),
('sTEPHANiE gIbSOn', 47, 'Male', 'B+', 'Asthma', '2020-10-31', 'David Morales', 'Shepard Ltd', 'Aetna', 5880.213929393231, 220, 'Emergency', '2020-11-20', 'Aspirin', 'Inconclusive'),
('BrYAn HARpER', 75, 'Female', 'A+', 'Diabetes', '2023-09-27', 'Ann Alvarez', 'Carter-Bell', 'Blue Cross', 12662.906151803607, 459, 'Emergency', '2023-10-15', 'Penicillin', 'Inconclusive'),
('dIanA bEnNett', 73, 'Male', 'B+', 'Arthritis', '2020-04-26', 'Linda Lutz', 'Wood and Cummings Blankenship,', 'Aetna', 19126.266308227194, 386, 'Emergency', '2020-04-27', 'Penicillin', 'Inconclusive'),
('mariA CaRteR', 85, 'Male', 'A+', 'Arthritis', '2021-08-09', 'Mike Moore', 'Bates Gomez, and Larson', 'Medicare', 18189.853945399835, 312, 'Elective', '2021-09-08', 'Aspirin', 'Abnormal'),
('CHARLES jOHNsON', 67, 'Male', 'A-', 'Arthritis', '2022-03-27', 'Mrs. Hannah Davis MD', 'Baker-Duffy', 'Medicare', 22214.362438934488, 342, 'Urgent', '2022-03-30', 'Paracetamol', 'Normal'),
('DeAnna feRreLl', 28, 'Female', 'AB-', 'Diabetes', '2024-02-27', 'Natalie Bauer', 'Moore, Jenkins and Bolton', 'UnitedHealthcare', 32713.342494279066, 296, 'Emergency', '2024-03-04', 'Ibuprofen', 'Abnormal'),
('jErry CrUZ ddS', 32, 'Female', 'B-', 'Hypertension', '2023-03-22', 'Darlene Carr', 'Ltd Orozco', 'Cigna', 12962.312059180149, 434, 'Urgent', '2023-04-03', 'Paracetamol', 'Inconclusive'),
('KrisTa cALdwell', 76, 'Female', 'B+', 'Obesity', '2023-10-28', 'Jerry Ward', 'Humphrey-Burton', 'Medicare', 41422.91397315639, 292, 'Elective', '2023-11-21', 'Paracetamol', 'Normal'),
('kiMbERly mejia', 19, 'Male', 'B+', 'Asthma', '2024-04-06', 'Christina Baker', 'Floyd Group', 'Aetna', 26239.298377359908, 224, 'Urgent', '2024-04-20', 'Ibuprofen', 'Abnormal'),
('BaRBaRa claRk', 19, 'Female', 'B+', 'Obesity', '2020-02-27', 'Robert May', 'Hayes LLC', 'Blue Cross', 22143.690845215355, 347, 'Urgent', '2020-03-05', 'Aspirin', 'Inconclusive'),
('mICHaeL GOMEz', 78, 'Male', 'AB+', 'Hypertension', '2021-07-26', 'Scott Collins', 'Stevens, and Keller Martin', 'Medicare', 44063.00794537196, 289, 'Elective', '2021-08-07', 'Aspirin', 'Normal'),
('JoEL boWEN', 61, 'Female', 'B+', 'Diabetes', '2021-02-24', 'Pamela Bauer', 'Mullins PLC', 'Medicare', 35045.139721655316, 483, 'Urgent', '2021-03-24', 'Lipitor', 'Inconclusive'),
('scotT MaRTIN', 55, 'Female', 'B-', 'Cancer', '2021-02-13', 'Evelyn Hinton', 'Bell-Santana', 'Medicare', 25624.728660754663, 189, 'Elective', '2021-02-17', 'Ibuprofen', 'Inconclusive'),
('sHawn kIng', 50, 'Male', 'A+', 'Hypertension', '2020-10-15', 'Erin Ross', 'Gardner-Ross', 'UnitedHealthcare', 47836.81764260069, 402, 'Urgent', '2020-10-16', 'Penicillin', 'Abnormal'),
('edWIn CaSTIllo', 65, 'Female', 'O-', 'Hypertension', '2022-03-20', 'Shawn Miller', 'Inc Herrera', 'Aetna', 1591.7576401667907, 352, 'Emergency', '2022-04-06', 'Paracetamol', 'Normal'),
('RoBErT robBiNS', 42, 'Male', 'AB+', 'Diabetes', '2024-01-07', 'John Woodard', 'Fuller Perez Scott, and', 'Cigna', 23890.559941311687, 493, 'Emergency', '2024-01-25', 'Ibuprofen', 'Inconclusive'),
('liNdA wIlSon', 49, 'Female', 'A+', 'Obesity', '2023-02-26', 'Allison Smith', 'Wright, Holmes and Mason', 'Blue Cross', 25983.670945562604, 162, 'Emergency', '2023-03-14', 'Aspirin', 'Abnormal'),
('jAMES whIte', 18, 'Male', 'AB+', 'Cancer', '2020-06-02', 'Haley Williams', 'Moyer Mcbride Cole, and', 'UnitedHealthcare', 19267.28618639946, 408, 'Elective', '2020-07-02', 'Ibuprofen', 'Abnormal'),
('alYSSa gOnZalEz', 69, 'Female', 'B-', 'Obesity', '2020-12-04', 'Jaclyn Coleman', 'Pearson PLC', 'Blue Cross', 44859.531461904124, 493, 'Elective', '2020-12-23', 'Paracetamol', 'Inconclusive'),
('jAMEs HudSON', 71, 'Male', 'O+', 'Diabetes', '2024-03-04', 'Cynthia Williams', 'Wagner-Herrera', 'Blue Cross', 42757.45069486345, 299, 'Urgent', '2024-03-12', 'Penicillin', 'Inconclusive'),
('ISAbeLla dAnIeL', 43, 'Female', 'AB-', 'Asthma', '2023-09-04', 'James Webb', 'Malone Group', 'Aetna', 8063.3022073370175, 201, 'Emergency', '2023-09-19', 'Paracetamol', 'Normal'),
('aNDREW JoHNsON', 30, 'Female', 'O-', 'Hypertension', '2023-01-15', 'Kyle Brown', 'Patel-Hanna', 'Medicare', 40623.262035928725, 163, 'Emergency', '2023-01-30', 'Lipitor', 'Abnormal'),
('BECkY RivERa', 73, 'Female', 'AB-', 'Hypertension', '2022-10-09', 'Jared Schmitt', 'Smith-Parker', 'Medicare', 23805.106139800435, 116, 'Elective', '2022-10-20', 'Ibuprofen', 'Normal'),
('DonNA BERNard', 41, 'Male', 'B+', 'Arthritis', '2020-09-22', 'Jasmine Lawrence', 'Inc Butler', 'Medicare', 44801.89075614091, 477, 'Urgent', '2020-09-26', 'Lipitor', 'Inconclusive'),
('VickIE mArTinez', 26, 'Male', 'AB-', 'Arthritis', '2022-12-20', 'Sarah Wade', 'Gross and Meyer, Smith', 'Blue Cross', 7605.929933510422, 457, 'Elective', '2023-01-06', 'Paracetamol', 'Normal'),
('StepHAnie nIElSEn', 80, 'Female', 'AB-', 'Diabetes', '2020-10-27', 'Angela Price', 'Gray-Howard', 'UnitedHealthcare', 37206.24494417543, 134, 'Urgent', '2020-11-18', 'Penicillin', 'Normal'),
('tayLOR HuNTer', 58, 'Male', 'B+', 'Hypertension', '2021-10-12', 'Kathleen Humphrey', 'Norton-Phillips', 'UnitedHealthcare', 3794.400467064027, 464, 'Elective', '2021-10-16', 'Ibuprofen', 'Abnormal'),
('EMma BENnETt', 38, 'Male', 'AB+', 'Arthritis', '2023-07-20', 'Walter Erickson', 'LLC Simpson', 'Cigna', 9708.662935272749, 203, 'Urgent', '2023-08-10', 'Penicillin', 'Abnormal'),
('KELLY ZAMOra', 55, 'Male', 'AB+', 'Asthma', '2023-04-11', 'Jacob Marshall', 'Ltd Larson', 'Medicare', 42868.12013974878, 485, 'Urgent', '2023-04-17', 'Lipitor', 'Abnormal'),
('KAra HERring', 38, 'Male', 'AB+', 'Obesity', '2021-05-08', 'David Harding', 'Brown, and Smith Hebert', 'Medicare', 10514.180212542195, 337, 'Urgent', '2021-06-03', 'Ibuprofen', 'Inconclusive'),
('RiChARd haLl', 54, 'Male', 'B-', 'Obesity', '2019-12-16', 'Luke Santiago', 'and Sons Bruce', 'Cigna', 7249.7079236522695, 476, 'Urgent', '2020-01-13', 'Paracetamol', 'Abnormal'),
('gReGORY OLSon', 53, 'Female', 'AB-', 'Diabetes', '2023-12-27', 'Elizabeth Boone', 'Hull Davidson Garcia, and', 'Cigna', 2690.456366428799, 175, 'Emergency', '2023-12-28', 'Penicillin', 'Abnormal'),
('maRIa KraMEr', 46, 'Male', 'A+', 'Obesity', '2022-02-09', 'Patricia Poole', 'Taylor, Ross and Jones', 'Medicare', 21622.88271746064, 312, 'Urgent', '2022-02-15', 'Lipitor', 'Inconclusive'),
('kEnneth ClaRk', 66, 'Female', 'AB-', 'Hypertension', '2022-02-28', 'Courtney Gonzalez', 'Ellison and Sons', 'Medicare', 40671.873292719356, 123, 'Urgent', '2022-03-16', 'Aspirin', 'Normal'),
('ShannoN EdWArds', 24, 'Female', 'O+', 'Cancer', '2022-04-21', 'Amy Miles', 'Leonard, Jacobson Schmidt and', 'UnitedHealthcare', 9160.790304018708, 277, 'Elective', '2022-04-22', 'Penicillin', 'Abnormal'),
('ruTH ADaMS', 43, 'Male', 'O+', 'Diabetes', '2021-02-09', 'Troy Lyons', 'Wallace PLC', 'Medicare', 46663.713707042705, 388, 'Urgent', '2021-02-27', 'Penicillin', 'Normal'),
('CalvIn BArRy', 77, 'Female', 'O-', 'Hypertension', '2023-01-23', 'Tiffany Myers', 'King-Anderson', 'Aetna', 18358.654877770776, 478, 'Elective', '2023-01-30', 'Penicillin', 'Abnormal'),
('paMElA lOpeZ', 68, 'Male', 'O-', 'Cancer', '2019-11-08', 'Alex Herrera', 'Johnson-Dodson', 'Medicare', 43296.339676877156, 207, 'Urgent', '2019-11-29', 'Ibuprofen', 'Normal'),
('cAtHERiNe thomPsOn DDs', 73, 'Male', 'AB-', 'Arthritis', '2021-06-30', 'Stacey Oconnell', 'LLC Stone', 'UnitedHealthcare', 45968.16608254409, 277, 'Elective', '2021-07-09', 'Lipitor', 'Abnormal'),
('TRacY martIN', 55, 'Male', 'A-', 'Diabetes', '2019-07-26', 'Shannon Rocha', 'Evans Inc', 'Aetna', 15689.567860525334, 490, 'Urgent', '2019-07-27', 'Aspirin', 'Abnormal'),
('ChristINa barber', 42, 'Male', 'AB-', 'Obesity', '2021-12-28', 'Nicholas Reed', 'Long-Santos', 'Blue Cross', 31942.9225586576, 331, 'Elective', '2022-01-26', 'Aspirin', 'Inconclusive'),
('brANDy FrIeDmaN mD', 56, 'Male', 'AB-', 'Diabetes', '2023-12-21', 'David Schmidt', 'Mitchell and Sons', 'Medicare', 8950.401219208772, 170, 'Emergency', '2023-12-28', 'Aspirin', 'Inconclusive'),
('AdAm sMItH', 67, 'Male', 'A+', 'Hypertension', '2020-12-23', 'Michael Middleton', 'Hernandez and Martin Blackwell,', 'Blue Cross', 36816.347104319335, 116, 'Elective', '2021-01-05', 'Lipitor', 'Abnormal'),
('CurTiS hArdING', 57, 'Male', 'AB+', 'Obesity', '2021-01-27', 'Tracy Johnson DDS', 'Perry Bryant, Byrd and', 'Aetna', 43147.69163714837, 317, 'Emergency', '2021-02-20', 'Penicillin', 'Inconclusive'),
('aLExAnDer sMIth', 85, 'Female', 'A+', 'Obesity', '2019-08-10', 'Todd Cox', 'and Browning Merritt, Gonzalez', 'UnitedHealthcare', 8777.604988014045, 259, 'Urgent', '2019-08-21', 'Penicillin', 'Normal'),
('maRY WaLKer', 54, 'Female', 'O+', 'Arthritis', '2021-04-28', 'Deanna Gonzalez', 'Harper-Hicks', 'Cigna', 8152.699386194107, 464, 'Elective', '2021-05-08', 'Paracetamol', 'Normal'),
('JESsiCA wooD', 24, 'Male', 'O+', 'Arthritis', '2024-03-05', 'Scott Turner', 'Davis Inc', 'UnitedHealthcare', 35659.26848977001, 463, 'Emergency', '2024-03-16', 'Paracetamol', 'Abnormal'),
('PauLa vEgA', 80, 'Female', 'O-', 'Cancer', '2022-07-01', 'Brianna Allen', 'Curry and Gonzales, Thompson', 'Medicare', 9659.199268127308, 200, 'Emergency', '2022-07-20', 'Lipitor', 'Abnormal'),
('aMaNdA joHNsON', 27, 'Female', 'O-', 'Asthma', '2024-02-17', 'Cindy Herrera', 'Sons and Nguyen', 'Blue Cross', 34770.03841575718, 272, 'Emergency', '2024-03-06', 'Aspirin', 'Normal'),
('MATthew beNTLeY', 73, 'Female', 'AB-', 'Obesity', '2023-12-15', 'Christopher Anderson', 'Hill, Fernandez and Sullivan', 'Aetna', 37787.63976860968, 168, 'Emergency', '2024-01-11', 'Penicillin', 'Abnormal'),
('caThy RobiNSon', 78, 'Female', 'A+', 'Obesity', '2023-05-14', 'Andrew Garcia', 'Newton-Jones', 'Blue Cross', 48272.91886867408, 279, 'Urgent', '2023-06-08', 'Lipitor', 'Abnormal'),
('CAiTLiN hILL', 84, 'Male', 'B+', 'Arthritis', '2023-02-02', 'Robert Moore', 'Boyd, and Brown Guerrero', 'Blue Cross', 15849.6727365521, 341, 'Emergency', '2023-02-05', 'Lipitor', 'Abnormal'),
('paM pOwElL', 58, 'Male', 'O-', 'Diabetes', '2021-06-19', 'Yvonne Decker', 'Patterson, and Lawrence Leblanc', 'UnitedHealthcare', 28491.56559543392, 428, 'Emergency', '2021-07-04', 'Ibuprofen', 'Normal'),
('NAncY dAVis', 61, 'Female', 'B-', 'Arthritis', '2022-10-28', 'Tiffany Moody', 'Campos-Martinez', 'Blue Cross', 23797.903866963607, 457, 'Elective', '2022-11-06', 'Penicillin', 'Abnormal'),
('joNatHAn mILLer', 56, 'Female', 'B+', 'Cancer', '2023-07-17', 'Laura Hunt', 'Heath Moore Jones, and', 'Medicare', 16790.70482559827, 480, 'Elective', '2023-08-09', 'Ibuprofen', 'Abnormal'),
('noaH mOOn', 78, 'Male', 'O+', 'Hypertension', '2020-10-17', 'Brenda Rodriguez', 'and Parker Jackson Gilbert,', 'UnitedHealthcare', 27668.38277060664, 284, 'Urgent', '2020-10-29', 'Penicillin', 'Inconclusive'),
('JOsE ANDeRsON', 36, 'Male', 'O-', 'Cancer', '2023-11-19', 'Victoria Gallagher', 'Scott-Sexton', 'Aetna', 13477.60217318423, 166, 'Urgent', '2023-12-04', 'Lipitor', 'Abnormal'),
('cRaIG cHavEZ', 36, 'Female', 'AB-', 'Arthritis', '2020-08-24', 'Jason Allen', 'Massey-Mitchell', 'Medicare', 42863.07911438523, 338, 'Elective', '2020-08-26', 'Paracetamol', 'Abnormal'),
('niCHOLaS DOYLE', 79, 'Female', 'B-', 'Obesity', '2024-03-09', 'Richard Nelson', 'Parker-Hodges', 'Medicare', 18231.065765646763, 130, 'Emergency', '2024-03-15', 'Paracetamol', 'Normal'),
('AMBEr sCHneIDer', 82, 'Male', 'B+', 'Cancer', '2020-05-29', 'Joseph Good', 'and Jackson Mccall, Kelly', 'Aetna', 12592.652914813048, 204, 'Emergency', '2020-06-10', 'Lipitor', 'Abnormal'),
('eric CARRiLLo', 71, 'Female', 'A+', 'Diabetes', '2019-11-28', 'Ian Tyler', 'Molina Group', 'Medicare', 20609.662235466512, 145, 'Emergency', '2019-12-07', 'Aspirin', 'Inconclusive'),
('cHRISTOPHer boWErs', 32, 'Male', 'AB-', 'Cancer', '2022-07-01', 'Cameron Johnson', 'Williams Inc', 'Aetna', 28814.06695021379, 189, 'Elective', '2022-07-18', 'Lipitor', 'Inconclusive'),
('KrySTAL rOdrIGUEZ', 80, 'Female', 'A+', 'Obesity', '2024-01-30', 'Marie Case', 'Ltd Ward', 'Aetna', 8602.058983637738, 131, 'Emergency', '2024-02-19', 'Aspirin', 'Normal'),
('anDREa mOrGAN', 57, 'Male', 'O+', 'Arthritis', '2022-09-16', 'Amanda Ortega', 'Braun-Stuart', 'Blue Cross', 42031.12851007877, 375, 'Urgent', '2022-10-02', 'Ibuprofen', 'Normal'),
('KELseY BAiLeY', 80, 'Male', 'A+', 'Asthma', '2024-02-01', 'Danielle Henderson', 'Montgomery and Howe Perez,', 'Aetna', 41050.88700161482, 294, 'Emergency', '2024-02-13', 'Ibuprofen', 'Abnormal'),
('KeLly baRNEs', 62, 'Male', 'AB+', 'Asthma', '2021-01-20', 'Jeremy Wells', 'Gutierrez, Martinez and Johnson', 'Cigna', 15675.033427806895, 107, 'Urgent', '2021-02-05', 'Penicillin', 'Normal'),
('jOhN BarkER', 63, 'Female', 'O-', 'Asthma', '2022-08-27', 'Karen Eaton', 'Robinson, Weaver Taylor and', 'Cigna', 5655.805938216732, 352, 'Urgent', '2022-09-05', 'Ibuprofen', 'Abnormal'),
('maDIson MyERs', 21, 'Male', 'AB+', 'Cancer', '2023-01-02', 'Charlene Lewis', 'Ltd Phillips', 'UnitedHealthcare', 41128.72119527546, 499, 'Emergency', '2023-01-10', 'Lipitor', 'Inconclusive'),
('lisA DowNs DDS', 58, 'Female', 'B+', 'Diabetes', '2022-09-01', 'Connor Simmons', 'Padilla Lewis, Anderson and', 'Medicare', 23673.928937329598, 414, 'Elective', '2022-09-21', 'Paracetamol', 'Normal'),
('MIcHael caMPbell', 19, 'Male', 'B-', 'Arthritis', '2022-03-26', 'Paul Kaiser', 'Morgan-Perez', 'UnitedHealthcare', 5844.077673364279, 146, 'Urgent', '2022-04-21', 'Paracetamol', 'Inconclusive'),
('aLexaNdER HOPkiNs', 21, 'Male', 'B+', 'Hypertension', '2020-01-16', 'Jeffrey Salazar', 'LLC Castillo', 'UnitedHealthcare', 38825.14851691764, 135, 'Emergency', '2020-01-24', 'Penicillin', 'Normal'),
('JeSse ewINg', 25, 'Female', 'A-', 'Obesity', '2024-01-30', 'Sara Campbell', 'Smith PLC', 'Cigna', 31762.079829092698, 486, 'Emergency', '2024-02-14', 'Lipitor', 'Inconclusive'),
('KAYlA thOMaS', 46, 'Male', 'AB-', 'Hypertension', '2021-11-24', 'James Booker', 'Allen, Chaney Rice and', 'UnitedHealthcare', 24874.74569758429, 395, 'Urgent', '2021-12-06', 'Ibuprofen', 'Normal'),
('mARCus JoneS', 60, 'Female', 'A-', 'Cancer', '2021-10-10', 'Elizabeth Herrera', 'Moore, Munoz and Dunlap', 'Medicare', 49701.856977794094, 358, 'Elective', '2021-10-12', 'Ibuprofen', 'Normal'),
('JAcqUelINe SwaNSon', 50, 'Male', 'AB-', 'Asthma', '2021-05-13', 'Michael Johnson', 'Inc Travis', 'Blue Cross', 19554.00804895843, 204, 'Emergency', '2021-06-12', 'Ibuprofen', 'Normal'),
('maRK waLKEr', 47, 'Male', 'O-', 'Obesity', '2021-11-08', 'Reginald Jimenez', 'Pearson Escobar, and Harper', 'Medicare', 4537.475704122971, 225, 'Urgent', '2021-11-23', 'Ibuprofen', 'Inconclusive'),
('MR. RyAN WILLiAMS', 70, 'Male', 'B-', 'Arthritis', '2021-08-31', 'Lacey Russell', 'Singh-Hebert', 'UnitedHealthcare', 12186.347960369088, 426, 'Emergency', '2021-09-16', 'Penicillin', 'Abnormal'),
('nicole bARTLeTT', 76, 'Male', 'B-', 'Diabetes', '2022-12-10', 'Joe Bennett', 'Barton, and Howe Rivera', 'Medicare', 2793.8777898580656, 202, 'Elective', '2022-12-25', 'Lipitor', 'Normal'),
('EMiLY BuCKLey', 65, 'Female', 'A-', 'Asthma', '2022-03-01', 'Julia Melendez', 'Patterson-Sexton', 'UnitedHealthcare', 4897.453881624473, 384, 'Urgent', '2022-03-30', 'Penicillin', 'Inconclusive'),
('MIchAEl HarvEy', 22, 'Male', 'AB-', 'Hypertension', '2023-08-24', 'Brett Schaefer', 'Freeman-Simon', 'UnitedHealthcare', 42159.55889575153, 435, 'Emergency', '2023-09-13', 'Penicillin', 'Normal'),
('BeckY ROBInsON', 71, 'Male', 'AB-', 'Hypertension', '2020-09-16', 'Allison Campbell', 'Adkins Knapp and Richards,', 'Aetna', 3470.7600334611084, 442, 'Emergency', '2020-10-03', 'Lipitor', 'Abnormal'),
('tImoTHY raMIrEz', 25, 'Female', 'B+', 'Asthma', '2021-06-19', 'Lydia Gallegos', 'and Pineda Allen, Jackson', 'Medicare', 27484.711682882564, 268, 'Elective', '2021-06-24', 'Ibuprofen', 'Inconclusive'),
('bONniE bRaDFoRD', 56, 'Male', 'A-', 'Obesity', '2021-01-12', 'Paul Woodard', 'Ltd Martinez', 'Medicare', 28531.285080860696, 279, 'Urgent', '2021-01-27', 'Paracetamol', 'Normal'),
('tamMY aLVaREZ', 80, 'Female', 'A+', 'Diabetes', '2023-08-08', 'Scott Porter', 'Ltd Brown', 'UnitedHealthcare', 49446.56480750734, 320, 'Elective', '2023-08-28', 'Aspirin', 'Abnormal'),
('jaSOn bakEr', 52, 'Female', 'B+', 'Arthritis', '2022-05-10', 'Robert Jimenez', 'Rice-Donaldson', 'Cigna', 18961.03209601114, 120, 'Emergency', '2022-05-17', 'Paracetamol', 'Abnormal'),
('MariAh baRTOn', 63, 'Male', 'B+', 'Asthma', '2022-03-28', 'Brittany Hunt', 'Smith and Mann Spencer,', 'Cigna', 33812.09798522226, 181, 'Urgent', '2022-03-30', 'Penicillin', 'Abnormal'),
('TOnya sHAh', 52, 'Female', 'O-', 'Obesity', '2019-05-08', 'Corey Webb', 'Moss-Mathews', 'Cigna', 26451.751145946415, 169, 'Emergency', '2019-05-13', 'Ibuprofen', 'Abnormal'),
('KriSTI HARRis', 63, 'Male', 'O+', 'Obesity', '2023-01-29', 'Pamela Anderson', 'Blanchard-Adams', 'Medicare', 24883.022216203084, 157, 'Elective', '2023-02-23', 'Aspirin', 'Normal'),
('Mark tOdD', 40, 'Female', 'A-', 'Cancer', '2021-10-25', 'Danielle Wagner', 'Sheppard-Rivera', 'Blue Cross', 15501.653530600915, 339, 'Urgent', '2021-10-28', 'Penicillin', 'Inconclusive'),
('rUTh RHOdES', 50, 'Female', 'A+', 'Diabetes', '2019-10-18', 'Jesse Waters', 'Smith PLC', 'UnitedHealthcare', 40619.35894504561, 440, 'Elective', '2019-11-08', 'Ibuprofen', 'Inconclusive'),
('lOGAN torres', 33, 'Female', 'AB-', 'Diabetes', '2022-05-22', 'Kaitlyn Bates', 'Klein Inc', 'UnitedHealthcare', 22261.423471742244, 193, 'Emergency', '2022-06-09', 'Penicillin', 'Abnormal'),
('brian SmITH', 84, 'Female', 'A+', 'Diabetes', '2023-10-30', 'Bethany Hardy', 'Jackson-Thomas', 'Aetna', 5144.5399181104485, 422, 'Urgent', '2023-11-10', 'Aspirin', 'Inconclusive'),
('RaCheL EvanS', 41, 'Male', 'O-', 'Cancer', '2020-07-24', 'Alexis Brown', 'Group Graham', 'Cigna', 38405.34902715171, 201, 'Emergency', '2020-08-04', 'Ibuprofen', 'Abnormal'),
('rebECca peREZ', 30, 'Female', 'AB-', 'Obesity', '2019-09-22', 'Eric Mendoza', 'Potter-Fernandez', 'UnitedHealthcare', 22577.57055350415, 320, 'Emergency', '2019-10-18', 'Aspirin', 'Inconclusive'),
('aShlEY Ryan', 60, 'Female', 'A-', 'Cancer', '2019-08-15', 'Debbie Fernandez', 'Green PLC', 'Aetna', 46965.423970785414, 172, 'Elective', '2019-09-10', 'Paracetamol', 'Inconclusive'),
('WILLiaM GLEnn', 81, 'Male', 'B-', 'Cancer', '2023-11-18', 'Paul Key', 'Andrews PLC', 'Aetna', 21768.337386425428, 326, 'Emergency', '2023-11-21', 'Penicillin', 'Inconclusive'),
('cynthIa FRye', 50, 'Male', 'A+', 'Cancer', '2022-06-29', 'Aaron Walker', 'Sons Lam and', 'Cigna', 29083.34115979853, 305, 'Emergency', '2022-07-13', 'Aspirin', 'Inconclusive'),
('StEphen WEISS', 41, 'Male', 'O+', 'Hypertension', '2023-08-07', 'Joan Washington', 'and Foster, Allen Valdez', 'Cigna', 18416.9287542296, 361, 'Urgent', '2023-08-19', 'Ibuprofen', 'Abnormal'),
('brAd fArLey', 56, 'Female', 'AB+', 'Obesity', '2021-09-05', 'Matthew Kane', 'Welch Bryan Rodriguez, and', 'UnitedHealthcare', 34638.39218063605, 117, 'Emergency', '2021-10-01', 'Ibuprofen', 'Inconclusive'),
('FELiCIa BEnDEr', 46, 'Female', 'B-', 'Arthritis', '2024-02-25', 'Melissa Holland', 'Lewis-James', 'Aetna', 19119.38449767185, 221, 'Urgent', '2024-03-05', 'Paracetamol', 'Abnormal'),
('lEah StuaRt', 62, 'Female', 'AB-', 'Obesity', '2022-07-27', 'Sarah Jackson', 'Johnson-Hines', 'Medicare', 31097.65051166076, 451, 'Urgent', '2022-08-24', 'Lipitor', 'Normal'),
('HeIDI CarLSON', 30, 'Male', 'A-', 'Cancer', '2019-10-13', 'John Johnson', 'Delgado, and Mcdonald Berry', 'Aetna', 15267.301126506307, 237, 'Elective', '2019-11-08', 'Penicillin', 'Abnormal'),
('DOUgLAS leE', 20, 'Male', 'A-', 'Arthritis', '2024-03-29', 'Jeff Lin', 'Brooks, Nguyen Sellers and', 'UnitedHealthcare', 21792.325692187776, 266, 'Urgent', '2024-04-14', 'Aspirin', 'Inconclusive'),
('MARy rILEy', 31, 'Female', 'B+', 'Hypertension', '2023-02-25', 'Anna Buckley', 'and Thompson Moore, Torres', 'UnitedHealthcare', 41443.68250822932, 421, 'Urgent', '2023-02-26', 'Aspirin', 'Inconclusive'),
('aMy REyeS', 34, 'Female', 'A-', 'Arthritis', '2022-06-21', 'Morgan Rasmussen', 'Hardy PLC', 'Blue Cross', 5849.639799944896, 111, 'Urgent', '2022-07-15', 'Aspirin', 'Normal'),
('moniCA sampSon', 49, 'Male', 'B-', 'Diabetes', '2021-03-27', 'Robin Brown', 'Gregory, Rosario and Bruce', 'Medicare', 7330.475550892902, 500, 'Elective', '2021-04-10', 'Penicillin', 'Normal'),
('Tony OweN', 66, 'Male', 'B-', 'Asthma', '2024-02-07', 'John Sanders', 'Sons Cox and', 'UnitedHealthcare', 40191.72994282738, 102, 'Elective', '2024-02-27', 'Penicillin', 'Inconclusive'),
('ClaytOn BroWn', 82, 'Male', 'AB+', 'Cancer', '2021-09-04', 'Christina Perry', 'Jones, and Moore Carter', 'Medicare', 30954.42218684419, 371, 'Emergency', '2021-10-02', 'Aspirin', 'Normal'),
('JAMES VaNcE', 46, 'Male', 'O-', 'Hypertension', '2019-08-31', 'Michael Johnson', 'PLC Hodge', 'Medicare', 23537.741343478585, 170, 'Urgent', '2019-09-18', 'Paracetamol', 'Normal'),
('JAsoN TorrES', 32, 'Female', 'AB+', 'Cancer', '2019-08-03', 'Amber Valdez', 'Moore-Pierce', 'Aetna', 33653.654883162475, 164, 'Elective', '2019-08-06', 'Penicillin', 'Normal'),
('daNiEL grEEn', 75, 'Male', 'A-', 'Diabetes', '2022-09-06', 'Richard Davis', 'PLC Santana', 'Aetna', 31419.291948510883, 152, 'Elective', '2022-10-03', 'Penicillin', 'Abnormal'),
('nAtalie knigHt', 41, 'Male', 'AB+', 'Diabetes', '2020-11-06', 'Jeremiah Bender', 'LLC Smith', 'Medicare', 2669.7456332150423, 432, 'Emergency', '2020-11-07', 'Ibuprofen', 'Inconclusive'),
('REBeccA HAyEs', 32, 'Male', 'A+', 'Diabetes', '2020-10-01', 'David Navarro', 'Gomez and Sons', 'Cigna', 40136.96818039699, 488, 'Urgent', '2020-10-12', 'Aspirin', 'Abnormal'),
('tarA yOrK', 24, 'Male', 'A+', 'Hypertension', '2020-08-18', 'James Payne', 'Martinez-Farley', 'Cigna', 43722.600550861775, 198, 'Emergency', '2020-09-01', 'Penicillin', 'Normal'),
('EliZABETh tYleR', 42, 'Male', 'AB-', 'Obesity', '2023-08-24', 'Mark Lee', 'Macdonald Group', 'Blue Cross', 44356.30155722579, 166, 'Urgent', '2023-09-12', 'Ibuprofen', 'Abnormal'),
('aShleY KIM', 38, 'Female', 'A+', 'Diabetes', '2021-08-23', 'Ashley Thomas', 'and Ochoa Sons', 'Medicare', 14415.583135229539, 269, 'Emergency', '2021-09-15', 'Aspirin', 'Inconclusive'),
('BraNdi LoPeZ', 80, 'Male', 'O+', 'Cancer', '2019-11-13', 'Kimberly Decker', 'Johnson-Lopez', 'UnitedHealthcare', 47596.68168731159, 469, 'Urgent', '2019-12-13', 'Aspirin', 'Abnormal'),
('tAmaRA CASTiLlO', 74, 'Male', 'A-', 'Arthritis', '2022-12-04', 'Brian Elliott', 'Howard-Pitts', 'Cigna', 31911.301871637366, 445, 'Elective', '2023-01-01', 'Ibuprofen', 'Normal'),
('CLAiRe ALvAreZ', 79, 'Female', 'A+', 'Cancer', '2019-09-26', 'George Hartman', 'and Sons Trujillo', 'Blue Cross', 38598.475298861726, 491, 'Urgent', '2019-10-17', 'Aspirin', 'Inconclusive'),
('jOsepH whEELer', 62, 'Male', 'AB+', 'Asthma', '2023-06-09', 'Jonathan Austin', 'and Delgado Allen, Wilson', 'Medicare', 9508.082552743357, 309, 'Urgent', '2023-06-20', 'Lipitor', 'Inconclusive'),
('racHEl MarTinEz', 42, 'Female', 'AB+', 'Asthma', '2020-08-23', 'Angel Smith', 'Moody-Lee', 'Medicare', 30538.204441261398, 370, 'Emergency', '2020-09-11', 'Ibuprofen', 'Inconclusive'),
('JOHn walkEr', 54, 'Male', 'A+', 'Hypertension', '2020-07-31', 'Ashley English', 'Gonzalez Burch, and Diaz', 'Medicare', 21770.014114050024, 329, 'Emergency', '2020-08-08', 'Aspirin', 'Inconclusive'),
('aMAndA HIll', 70, 'Male', 'AB-', 'Obesity', '2021-07-25', 'Stephanie Diaz', 'Valencia Molina, Lopez and', 'Aetna', 2500.681593384036, 443, 'Urgent', '2021-08-03', 'Aspirin', 'Inconclusive'),
('cHrIStopHER jIMEnEz', 35, 'Male', 'B-', 'Cancer', '2024-01-18', 'Mary Mathis', 'Cruz-Jimenez', 'Blue Cross', 3767.643805252863, 168, 'Emergency', '2024-02-01', 'Penicillin', 'Abnormal'),
('NanCy sTevENS', 48, 'Female', 'O+', 'Diabetes', '2021-11-09', 'Yolanda Harris', 'Banks-Martin', 'Blue Cross', 46745.14632092861, 278, 'Elective', '2021-11-27', 'Lipitor', 'Normal'),
('cHRISTiNa MeDiNa', 34, 'Female', 'AB-', 'Diabetes', '2022-07-05', 'Dylan Hernandez', 'Eaton and Ryan, Allen', 'Medicare', 14274.970581303096, 326, 'Elective', '2022-07-31', 'Paracetamol', 'Inconclusive'),
('DOnaLd mORrISOn', 59, 'Male', 'B-', 'Obesity', '2022-10-19', 'Matthew Johnson', 'and Sons Powell', 'UnitedHealthcare', 5921.604854780732, 225, 'Emergency', '2022-11-08', 'Aspirin', 'Normal'),
('BRian bUtLEr', 71, 'Male', 'AB+', 'Asthma', '2021-05-09', 'Arthur Barker', 'Lopez Carter and Campos,', 'UnitedHealthcare', 38023.74212491781, 455, 'Emergency', '2021-06-03', 'Paracetamol', 'Abnormal'),
('eLiZaBetH BRIdGES', 83, 'Male', 'AB+', 'Hypertension', '2022-04-16', 'Laura Russo', 'James-Mcintyre', 'Aetna', 36715.05057188273, 274, 'Elective', '2022-05-12', 'Lipitor', 'Abnormal'),
('matThEW BArnES', 65, 'Male', 'B+', 'Hypertension', '2023-05-24', 'Adam May', 'LLC Cole', 'Aetna', 12932.239735379666, 253, 'Urgent', '2023-05-31', 'Ibuprofen', 'Abnormal'),
('dR. Lisa DUNN mD', 80, 'Male', 'AB-', 'Obesity', '2020-12-08', 'Jeff Perez', 'Allen-Ortiz', 'UnitedHealthcare', 12239.539895264268, 457, 'Elective', '2021-01-01', 'Ibuprofen', 'Normal'),
('aNtHony goNzAlEz', 21, 'Female', 'AB+', 'Hypertension', '2021-03-20', 'Alejandra Clark', 'Friedman LLC', 'Aetna', 35953.45188466557, 462, 'Elective', '2021-03-21', 'Paracetamol', 'Normal'),
('Jason HANEY', 60, 'Male', 'O-', 'Asthma', '2019-06-10', 'Dawn Harding', 'Rogers-Smith', 'Cigna', 23025.831662168297, 426, 'Elective', '2019-06-23', 'Lipitor', 'Inconclusive'),
('LarrY Finley', 84, 'Female', 'O-', 'Arthritis', '2022-11-08', 'Robert Day', 'and Smith Wang, Pham', 'Medicare', 39143.601204939536, 399, 'Emergency', '2022-11-11', 'Lipitor', 'Abnormal'),
('LindSAY spARks', 26, 'Female', 'B+', 'Hypertension', '2021-10-20', 'Alexander Stewart', 'Terrell-Powell', 'Medicare', 20493.745906624095, 232, 'Elective', '2021-10-30', 'Lipitor', 'Normal'),
('Dale ReyeS', 57, 'Male', 'AB+', 'Diabetes', '2023-07-16', 'Christopher Bentley', 'LLC Brown', 'Medicare', 21505.421074872596, 252, 'Elective', '2023-08-09', 'Ibuprofen', 'Normal'),
('JESSICa WILlIaMs', 39, 'Female', 'AB+', 'Obesity', '2021-02-21', 'Juan Barnett', 'Williams-Maldonado', 'Cigna', 30096.24825061711, 122, 'Emergency', '2021-03-18', 'Paracetamol', 'Abnormal'),
('JACk cOX', 38, 'Male', 'B-', 'Diabetes', '2022-10-19', 'Ryan Johnson', 'Saunders-Thomas', 'Medicare', 36755.293327798056, 444, 'Urgent', '2022-11-13', 'Penicillin', 'Normal'),
('shEena zunIgA', 69, 'Female', 'A+', 'Hypertension', '2022-01-23', 'Christopher Fitzpatrick', 'Williams Group', 'Aetna', 26813.049788422722, 127, 'Urgent', '2022-01-25', 'Paracetamol', 'Abnormal'),
('RAYmONd ChaNdler', 20, 'Male', 'A+', 'Obesity', '2022-11-02', 'Sarah Hill', 'Bradley PLC', 'UnitedHealthcare', 22543.594034394755, 154, 'Elective', '2022-11-24', 'Ibuprofen', 'Normal'),
('rObin WhitE', 75, 'Female', 'A+', 'Obesity', '2019-07-13', 'John Martin', 'Tucker, and Ramirez Patterson', 'Blue Cross', 20891.35227658936, 200, 'Elective', '2019-07-19', 'Ibuprofen', 'Inconclusive'),
('ELIzabEtH miCHAel', 64, 'Female', 'B-', 'Cancer', '2020-08-07', 'Michaela West', 'Lee-Livingston', 'Cigna', 27487.002739479198, 228, 'Urgent', '2020-08-29', 'Aspirin', 'Normal'),
('eLizAbetH Jones', 74, 'Female', 'AB-', 'Cancer', '2019-06-24', 'Jacqueline Phelps', 'Rodriguez, Taylor Conway and', 'Medicare', 46252.364683742926, 497, 'Emergency', '2019-07-21', 'Aspirin', 'Inconclusive'),
('JaCob CArtEr', 68, 'Female', 'AB-', 'Cancer', '2023-07-24', 'Matthew Nguyen', 'Hudson Harrison, Cooper and', 'UnitedHealthcare', 32442.396307870316, 109, 'Emergency', '2023-08-16', 'Aspirin', 'Abnormal'),
('STepHEN MOORe', 51, 'Male', 'A+', 'Diabetes', '2024-03-31', 'Melissa Reyes', 'PLC Adams', 'UnitedHealthcare', 11090.343559121444, 307, 'Emergency', '2024-04-05', 'Aspirin', 'Abnormal'),
('JacqUElINe walKeR', 47, 'Female', 'A-', 'Asthma', '2024-03-17', 'Marcus Turner', 'Gill, and Casey Martinez', 'Blue Cross', 14361.086304076376, 379, 'Emergency', '2024-03-23', 'Penicillin', 'Inconclusive'),
('nicoLe Smith', 65, 'Female', 'A+', 'Obesity', '2024-04-01', 'Robert Gill', 'Blevins-Douglas', 'Cigna', 9425.076007947047, 283, 'Elective', '2024-04-23', 'Penicillin', 'Inconclusive'),
('BrETt dAvEnPorT', 27, 'Male', 'AB+', 'Arthritis', '2022-11-06', 'Patrick Parrish', 'and Campbell, Wiley Cook', 'Aetna', 41454.6775329602, 426, 'Elective', '2022-12-01', 'Penicillin', 'Abnormal'),
('jEnNifEr BeNsOn', 21, 'Male', 'B-', 'Hypertension', '2024-01-29', 'Maureen Salazar', 'Tucker-Brown', 'Medicare', 9955.44142848513, 413, 'Elective', '2024-02-26', 'Ibuprofen', 'Abnormal'),
('haYleY crAIg', 21, 'Male', 'O+', 'Hypertension', '2019-10-27', 'Jeffrey Taylor', 'Hicks Kidd and Allen,', 'Aetna', 47191.77367720067, 156, 'Emergency', '2019-11-23', 'Penicillin', 'Inconclusive'),
('ANN GraHam', 53, 'Male', 'AB+', 'Cancer', '2022-07-04', 'Sherry Torres', 'Williams-Howell', 'Medicare', 32729.675155950434, 441, 'Elective', '2022-07-05', 'Lipitor', 'Inconclusive'),
('jaiMe THoMPSON', 34, 'Female', 'A+', 'Arthritis', '2020-09-03', 'Sara Crawford', 'Washington and Sons', 'Cigna', 51146.16783807289, 102, 'Elective', '2020-09-24', 'Penicillin', 'Abnormal'),
('MaRiA joHnSoN', 24, 'Male', 'A-', 'Obesity', '2023-06-03', 'Kimberly Tucker', 'Moss Group', 'UnitedHealthcare', 30486.60731233523, 121, 'Emergency', '2023-06-15', 'Penicillin', 'Normal'),
('JaSON SMIth', 74, 'Male', 'A-', 'Obesity', '2022-09-03', 'Diana Martinez', 'Mcknight Perry Rivera, and', 'Cigna', 38497.7418379952, 344, 'Urgent', '2022-09-30', 'Lipitor', 'Inconclusive'),
('JUlIe mattHEWS', 85, 'Female', 'O+', 'Obesity', '2022-07-13', 'Nancy Watson', 'Richardson-Powell', 'Cigna', 45692.90264520227, 456, 'Urgent', '2022-07-21', 'Paracetamol', 'Abnormal'),
('maRy MillEr', 60, 'Male', 'O+', 'Hypertension', '2020-06-11', 'Mary Miller', 'Reese Adams, Lara and', 'Cigna', 2948.5457903048873, 151, 'Emergency', '2020-06-28', 'Paracetamol', 'Inconclusive'),
('MiChaeL HoWE', 53, 'Female', 'AB+', 'Hypertension', '2019-06-03', 'Brenda Torres MD', 'Inc Huynh', 'Medicare', 31569.878676515575, 372, 'Elective', '2019-06-04', 'Lipitor', 'Normal'),
('DOminIqUe MartIneZ', 74, 'Male', 'AB+', 'Arthritis', '2019-09-09', 'Daniel Pennington', 'Lopez Group', 'Blue Cross', 33538.04094808747, 318, 'Elective', '2019-10-09', 'Lipitor', 'Inconclusive'),
('mOnIQue caNTu', 35, 'Male', 'O-', 'Hypertension', '2022-07-27', 'James Osborn', 'Group Turner', 'Cigna', 9856.057304090971, 165, 'Urgent', '2022-08-21', 'Penicillin', 'Abnormal'),
('kElsey Allen', 76, 'Female', 'O+', 'Obesity', '2021-05-14', 'Lauren Brown', 'Graham Group', 'Blue Cross', 45420.98623036285, 308, 'Emergency', '2021-06-02', 'Lipitor', 'Abnormal'),
('JImMY JoHNSON', 20, 'Female', 'AB+', 'Obesity', '2022-11-15', 'Stacey Armstrong', 'Calhoun LLC', 'Aetna', 24641.531938664557, 499, 'Emergency', '2022-11-17', 'Lipitor', 'Inconclusive'),
('JACob PEna', 83, 'Male', 'O+', 'Cancer', '2020-02-27', 'Benjamin Thomas', 'Ward-Jordan', 'Aetna', 18801.510493025533, 307, 'Elective', '2020-03-28', 'Penicillin', 'Abnormal'),
('dwAynE cOle', 37, 'Male', 'O-', 'Obesity', '2022-03-10', 'John Day', 'Roberts-Sexton', 'Aetna', 24500.18701429384, 410, 'Elective', '2022-04-04', 'Penicillin', 'Inconclusive'),
('StephanIe TApIA', 37, 'Female', 'B-', 'Cancer', '2020-04-14', 'Steven Ortiz', 'Group Powell', 'Aetna', 16473.37371855609, 320, 'Urgent', '2020-05-13', 'Paracetamol', 'Inconclusive'),
('JOshUa dOYLE', 82, 'Male', 'O-', 'Obesity', '2019-06-11', 'Dawn Rodriguez', 'Rogers LLC', 'Medicare', 24175.188138013662, 155, 'Urgent', '2019-07-01', 'Ibuprofen', 'Inconclusive'),
('gregOry thomas', 72, 'Female', 'AB-', 'Cancer', '2024-01-14', 'Lauren Lowe', 'Davis Maddox Harris, and', 'Aetna', 11064.02825898568, 212, 'Urgent', '2024-02-08', 'Ibuprofen', 'Abnormal'),
('jENNiFEr wEST', 83, 'Male', 'A+', 'Asthma', '2022-08-09', 'Scott Meyer', 'Wright-Walker', 'Aetna', 50713.56222403902, 244, 'Emergency', '2022-08-27', 'Ibuprofen', 'Inconclusive'),
('SHANNOn key', 83, 'Female', 'B-', 'Hypertension', '2021-09-19', 'Evan George', 'Thomas and Lambert, Young', 'Blue Cross', 40850.924880202976, 347, 'Emergency', '2021-09-29', 'Aspirin', 'Abnormal'),
('kAThY wHite', 49, 'Male', 'A+', 'Arthritis', '2023-05-27', 'James Bray', 'Smith-Ewing', 'Cigna', 6407.901188672767, 491, 'Elective', '2023-06-21', 'Ibuprofen', 'Inconclusive'),
('amaNDa vAUghN', 27, 'Female', 'B-', 'Cancer', '2020-08-08', 'Eric Bowen', 'LLC Hayes', 'Aetna', 25595.06979984719, 466, 'Emergency', '2020-09-04', 'Ibuprofen', 'Abnormal'),
('MICHELE FeRNaNDeZ', 42, 'Male', 'A+', 'Cancer', '2022-03-08', 'Christine Hines', 'Gonzalez Ltd', 'Blue Cross', 34566.57063632834, 386, 'Emergency', '2022-04-02', 'Penicillin', 'Normal'),
('PhiLiP bAiLey', 56, 'Female', 'A-', 'Asthma', '2021-06-26', 'Michael Miller', 'Travis-Watkins', 'Blue Cross', 25784.56705386994, 369, 'Emergency', '2021-07-15', 'Ibuprofen', 'Inconclusive'),
('RyAn WhiTe', 44, 'Male', 'AB-', 'Hypertension', '2023-01-28', 'Adrian Jacobs PhD', 'and Pittman Thomas, Stein', 'Aetna', 33345.580467448344, 171, 'Emergency', '2023-02-22', 'Paracetamol', 'Abnormal'),
('STEPHanie HARRIs', 55, 'Female', 'AB-', 'Arthritis', '2024-03-21', 'Allison Roberson', 'Lopez, Rodriguez Hodges and', 'Cigna', 48615.35286399213, 329, 'Emergency', '2024-04-09', 'Aspirin', 'Abnormal'),
('ERIKA iRWIn', 36, 'Female', 'O-', 'Cancer', '2021-09-04', 'Susan Reid', 'Bentley Ltd', 'Cigna', 36572.084376112114, 180, 'Emergency', '2021-09-22', 'Ibuprofen', 'Normal'),
('CHaRLES Daniels', 25, 'Female', 'B-', 'Obesity', '2022-03-28', 'Patrick Morales', 'Pratt and Keller, Davis', 'Cigna', 32086.975820568143, 104, 'Urgent', '2022-04-08', 'Paracetamol', 'Inconclusive'),
('DANIeL hOwArD', 57, 'Female', 'O-', 'Asthma', '2023-10-10', 'Michael Burns', 'Buck PLC', 'Aetna', 44276.4174208084, 436, 'Elective', '2023-11-02', 'Aspirin', 'Normal'),
('mArK BrOWn', 82, 'Male', 'B-', 'Asthma', '2019-08-31', 'Mark Lawson', 'Williams Evans Myers, and', 'Blue Cross', 29846.145848360564, 173, 'Elective', '2019-09-10', 'Lipitor', 'Abnormal'),
('keitH WhiTE', 42, 'Female', 'A-', 'Diabetes', '2024-03-14', 'Cynthia Martin', 'Riddle LLC', 'Aetna', 1398.8764619286871, 377, 'Emergency', '2024-04-03', 'Ibuprofen', 'Inconclusive'),
('MiCHELLE jOhnsON', 53, 'Female', 'A-', 'Obesity', '2020-04-17', 'Lynn Miller', 'Medina-Hubbard', 'Medicare', 9868.006142117938, 163, 'Emergency', '2020-05-10', 'Ibuprofen', 'Normal'),
('brADlEY jorDan', 41, 'Female', 'B-', 'Obesity', '2023-12-18', 'Julie Jones', 'Jenkins PLC', 'Cigna', 2952.6118816791045, 426, 'Emergency', '2023-12-22', 'Paracetamol', 'Normal'),
('holLY StUARt', 61, 'Female', 'O-', 'Diabetes', '2020-09-05', 'Amanda Fowler', 'and Yates Serrano, Henderson', 'Cigna', 9436.345600294013, 216, 'Elective', '2020-09-17', 'Aspirin', 'Normal'),
('chRIsTOPheR frYe', 59, 'Female', 'AB+', 'Diabetes', '2023-10-10', 'Russell Serrano', 'Murillo-Warner', 'Cigna', 5663.999467777997, 480, 'Emergency', '2023-10-22', 'Penicillin', 'Normal'),
('JerEMiaH RIley', 54, 'Female', 'O-', 'Hypertension', '2021-11-03', 'Thomas White', 'and Fitzgerald, Sharp Cooke', 'Cigna', 7231.673569898058, 160, 'Emergency', '2021-11-25', 'Lipitor', 'Inconclusive'),
('brEnDA bELl', 68, 'Male', 'A-', 'Arthritis', '2022-01-22', 'Dr. Matthew Hamilton MD', 'Smith-Carter', 'Blue Cross', 25344.198169138002, 223, 'Emergency', '2022-01-29', 'Aspirin', 'Abnormal'),
('briAN beRNARd', 67, 'Male', 'AB-', 'Obesity', '2023-02-24', 'Daniel Flowers', 'Hernandez-Patton', 'Blue Cross', 22456.62482865756, 378, 'Elective', '2023-03-20', 'Ibuprofen', 'Inconclusive'),
('WiLLIAM BaKer', 75, 'Female', 'O-', 'Cancer', '2022-10-13', 'John Gaines', 'Evans-Torres', 'Aetna', 2473.4707476105473, 389, 'Urgent', '2022-11-08', 'Ibuprofen', 'Abnormal'),
('KEnneTH Reyes', 46, 'Male', 'B+', 'Asthma', '2019-12-28', 'Jennifer Gray', 'and Neal Barrett, Bailey', 'UnitedHealthcare', 10484.922616617245, 337, 'Urgent', '2020-01-01', 'Aspirin', 'Normal'),
('HOllY bisHop', 72, 'Female', 'A-', 'Diabetes', '2020-09-17', 'Erik Woods', 'Hernandez-Valdez', 'Medicare', 14697.456429592234, 116, 'Elective', '2020-09-21', 'Aspirin', 'Inconclusive'),
('dEnNis GOnZAlEZ', 56, 'Female', 'A+', 'Obesity', '2023-05-08', 'Carol Moore', 'Smith-Nguyen', 'Blue Cross', 13672.83829453503, 123, 'Emergency', '2023-05-18', 'Ibuprofen', 'Normal'),
('zachAry LYONs', 53, 'Female', 'O-', 'Arthritis', '2022-11-03', 'Hailey Jackson', 'Wilson-Torres', 'Aetna', 41463.83543989072, 300, 'Elective', '2022-11-13', 'Aspirin', 'Normal'),
('cARrie black', 72, 'Female', 'B+', 'Hypertension', '2021-09-02', 'Joseph Miranda', 'Burton and Curry, Parker', 'Cigna', 7459.099357431387, 333, 'Emergency', '2021-10-02', 'Ibuprofen', 'Normal'),
('MIGUeL ngUYEN', 58, 'Male', 'AB+', 'Cancer', '2021-02-13', 'Jason Wallace', 'Patterson Mann, Williamson and', 'UnitedHealthcare', 28441.890386434923, 463, 'Urgent', '2021-03-02', 'Ibuprofen', 'Abnormal'),
('aLEXIs hICKS', 69, 'Female', 'AB-', 'Diabetes', '2022-03-08', 'James Thomas', 'Velasquez, Bullock and Maldonado', 'Aetna', 28180.813404929442, 380, 'Elective', '2022-04-04', 'Ibuprofen', 'Abnormal'),
('jILLian velasqUEz', 77, 'Female', 'B+', 'Diabetes', '2020-07-22', 'Amanda Allen', 'Spence Sons and', 'Blue Cross', 38313.83662055559, 247, 'Emergency', '2020-08-10', 'Aspirin', 'Inconclusive'),
('laUrA WU', 18, 'Male', 'O-', 'Cancer', '2022-12-18', 'Frank Stephens', 'Sparks-Smith', 'Medicare', 10706.539190087746, 357, 'Emergency', '2023-01-14', 'Penicillin', 'Normal'),
('tErri mURPhY', 83, 'Female', 'O-', 'Diabetes', '2022-08-06', 'David Walker', 'Brown, and Stone Perez', 'Aetna', 39003.989466692045, 201, 'Emergency', '2022-08-27', 'Penicillin', 'Normal'),
('VAneSSa kiNg', 65, 'Female', 'O+', 'Asthma', '2019-07-10', 'Karen Rodriguez MD', 'Inc Banks', 'Blue Cross', 6444.732053499226, 453, 'Emergency', '2019-07-30', 'Ibuprofen', 'Normal'),
('adaM MARtINeZ', 54, 'Female', 'A-', 'Diabetes', '2019-11-15', 'Christine Singleton', 'PLC Reese', 'Cigna', 9959.980043901534, 418, 'Emergency', '2019-12-02', 'Ibuprofen', 'Inconclusive'),
('cLAIre RaMIREz', 35, 'Male', 'AB-', 'Hypertension', '2023-01-26', 'Sarah Lawrence', 'Porter, Woods Miller and', 'UnitedHealthcare', 37053.67374846308, 378, 'Urgent', '2023-02-08', 'Lipitor', 'Normal'),
('ScOtt waLker', 48, 'Male', 'O+', 'Asthma', '2021-03-08', 'Allison Ruiz', 'Wagner-Sanchez', 'Medicare', 40273.795686716454, 109, 'Urgent', '2021-03-20', 'Aspirin', 'Inconclusive'),
('vicToriA cRAwFOrd', 34, 'Female', 'A+', 'Obesity', '2021-01-23', 'Phillip Green', 'Wilson and Hood, Robinson', 'Blue Cross', 33437.44845382385, 156, 'Emergency', '2021-02-19', 'Paracetamol', 'Normal'),
('jEfFERy neLsOn', 64, 'Female', 'AB-', 'Hypertension', '2022-04-28', 'Richard Hernandez', 'Smith Holland, and Hogan', 'Blue Cross', 38938.72356460895, 361, 'Elective', '2022-05-21', 'Lipitor', 'Normal'),
('BRIAN LOng', 79, 'Male', 'O+', 'Diabetes', '2021-11-12', 'Ryan Lewis', 'Simpson-Jennings', 'UnitedHealthcare', 40860.8113872547, 310, 'Emergency', '2021-11-18', 'Ibuprofen', 'Inconclusive'),
('kAtHrYN FeRnAnDEZ', 79, 'Female', 'B+', 'Diabetes', '2021-01-13', 'Kyle Johnson', 'Owens-Cole', 'Medicare', 26217.09264633338, 380, 'Urgent', '2021-01-26', 'Ibuprofen', 'Abnormal'),
('miCHELLe wiLSOn', 41, 'Male', 'A-', 'Diabetes', '2020-08-24', 'Carly Johnston', 'and Weaver, Lee Baxter', 'Medicare', 37519.01518979323, 238, 'Elective', '2020-08-28', 'Lipitor', 'Normal'),
('miCHEllE sMith', 21, 'Female', 'B-', 'Hypertension', '2021-02-04', 'Kevin Harris', 'Walker Ltd', 'Cigna', 36754.77784627982, 126, 'Urgent', '2021-02-17', 'Ibuprofen', 'Normal'),
('cYntHia CalDWELL', 41, 'Male', 'B+', 'Diabetes', '2024-02-12', 'John Moody', 'Edwards, Daniels Garcia and', 'Medicare', 25261.178872712244, 104, 'Elective', '2024-02-17', 'Lipitor', 'Normal'),
('ElIzabETh pHELPS', 47, 'Male', 'AB+', 'Hypertension', '2021-08-23', 'Peggy Underwood', 'Hernandez-Wood', 'UnitedHealthcare', 13325.466025984402, 370, 'Emergency', '2021-09-01', 'Lipitor', 'Abnormal'),
('aNthOny DaVIS', 30, 'Male', 'A+', 'Asthma', '2023-12-26', 'Angela Taylor', 'Mccormick-Morales', 'Blue Cross', 5333.245582713122, 477, 'Urgent', '2023-12-29', 'Penicillin', 'Abnormal'),
('conNie GomEz', 33, 'Female', 'B-', 'Cancer', '2019-06-18', 'Elizabeth Fields', 'Inc Santos', 'Blue Cross', 22317.68096975426, 335, 'Emergency', '2019-06-23', 'Lipitor', 'Inconclusive'),
('kriSTy WAlKer', 76, 'Female', 'A+', 'Cancer', '2020-06-22', 'Michael Stone', 'Group Greer', 'Blue Cross', 43686.89449854437, 420, 'Elective', '2020-07-12', 'Ibuprofen', 'Normal'),
('Karen moOneY', 79, 'Male', 'AB-', 'Diabetes', '2020-04-03', 'Daniel Ball', 'Gonzales-Snyder', 'Cigna', 9274.886465026186, 313, 'Emergency', '2020-04-26', 'Penicillin', 'Normal'),
('pAtriCIa cHAmbERS', 54, 'Female', 'AB-', 'Diabetes', '2022-07-31', 'Vanessa Whitaker', 'Beard-Michael', 'Aetna', 7198.044711539503, 322, 'Urgent', '2022-08-02', 'Ibuprofen', 'Abnormal'),
('JohN FlOres', 82, 'Male', 'A+', 'Obesity', '2021-10-01', 'Emily Roberson', 'Leon Mcfarland Wise, and', 'UnitedHealthcare', 26379.368851365056, 255, 'Emergency', '2021-10-29', 'Paracetamol', 'Normal'),
('mR. niCHOLaS HaLL', 80, 'Female', 'AB-', 'Obesity', '2020-09-13', 'Angel Hawkins', 'and Sons Bryan', 'Medicare', 4844.98058737316, 205, 'Elective', '2020-10-06', 'Ibuprofen', 'Inconclusive'),
('SHIrlEy sMITH', 51, 'Female', 'B+', 'Obesity', '2023-11-11', 'Megan Wright', 'Coleman, and Berry Davis', 'UnitedHealthcare', 28949.173855966907, 245, 'Emergency', '2023-12-09', 'Lipitor', 'Inconclusive'),
('kimBeRly aRmstRoNG', 79, 'Female', 'A+', 'Cancer', '2021-05-20', 'Kimberly Hawkins', 'Reed-Gibson', 'UnitedHealthcare', 40313.37340186948, 184, 'Elective', '2021-05-23', 'Penicillin', 'Inconclusive'),
('HEATher HOPKiNS', 27, 'Female', 'B-', 'Arthritis', '2021-08-21', 'Jamie Ortega', 'Rios Group', 'UnitedHealthcare', 48115.638451456856, 481, 'Emergency', '2021-09-04', 'Lipitor', 'Abnormal'),
('brEnDa bURgeSs', 84, 'Female', 'O+', 'Asthma', '2021-04-14', 'Diane Hood', 'Inc Duran', 'UnitedHealthcare', 17011.78250361432, 372, 'Elective', '2021-04-18', 'Lipitor', 'Abnormal'),
('robErt beLL', 77, 'Female', 'B+', 'Arthritis', '2024-04-03', 'Denise Hernandez', 'and Patel Owens Dominguez,', 'Aetna', 41515.259304236046, 487, 'Urgent', '2024-04-06', 'Aspirin', 'Inconclusive'),
('rObErt jOnES', 51, 'Female', 'A+', 'Asthma', '2023-07-29', 'Wendy Castillo', 'PLC Lewis', 'Cigna', 28147.866439719593, 241, 'Urgent', '2023-08-19', 'Paracetamol', 'Abnormal'),
('vANesSa mCINToSh', 27, 'Female', 'A-', 'Diabetes', '2020-10-14', 'Kathryn Guerra', 'Berry and Clark Shaw,', 'Aetna', 13244.477995190535, 145, 'Elective', '2020-10-30', 'Aspirin', 'Normal'),
('jenNIFEr DixoN', 45, 'Female', 'O+', 'Cancer', '2023-06-12', 'Melissa Weeks', 'Allen Parker and Estes,', 'Blue Cross', 12448.688521969914, 198, 'Elective', '2023-06-19', 'Paracetamol', 'Normal'),
('valerIE rODRIguEz', 65, 'Female', 'O-', 'Hypertension', '2021-08-31', 'Scott Reed', 'Hogan Malone, and Gray', 'Blue Cross', 6904.114294766694, 355, 'Emergency', '2021-09-11', 'Ibuprofen', 'Inconclusive'),
('tAra WEST', 36, 'Female', 'AB+', 'Obesity', '2019-11-13', 'Alejandro Cole', 'Ltd Martin', 'UnitedHealthcare', 42472.25353249815, 157, 'Elective', '2019-12-09', 'Penicillin', 'Inconclusive'),
('kEnNeth wilLIaMs', 66, 'Male', 'B-', 'Cancer', '2022-05-10', 'John White', 'Contreras Myers and Young,', 'UnitedHealthcare', 21305.51633797254, 407, 'Emergency', '2022-06-04', 'Aspirin', 'Abnormal'),
('GEOrGe roSS', 77, 'Male', 'AB+', 'Diabetes', '2022-07-30', 'Noah Moore', 'Inc Valenzuela', 'Blue Cross', 20825.724982133695, 298, 'Elective', '2022-08-04', 'Penicillin', 'Abnormal'),
('luCAs wILsoN', 39, 'Male', 'AB+', 'Asthma', '2019-07-28', 'Frank Quinn DVM', 'Knox-Esparza', 'Aetna', 43663.878199415085, 104, 'Urgent', '2019-08-02', 'Paracetamol', 'Abnormal'),
('RONALd BrowN', 55, 'Male', 'B-', 'Arthritis', '2022-05-10', 'Thomas Jones', 'Rodriguez and Sanders, Luna', 'UnitedHealthcare', 28478.53758684566, 109, 'Emergency', '2022-05-12', 'Paracetamol', 'Normal'),
('cHarlEs BArAJAs', 53, 'Female', 'A+', 'Cancer', '2023-02-04', 'John Long', 'Miller Bailey, and Anderson', 'Medicare', 13091.802110667728, 317, 'Elective', '2023-02-28', 'Penicillin', 'Abnormal'),
('LAUrEN sAnforD', 45, 'Female', 'AB-', 'Cancer', '2020-10-14', 'Stephanie Farmer', 'Hancock-Galloway', 'Medicare', 5164.536330376097, 457, 'Elective', '2020-11-06', 'Penicillin', 'Abnormal'),
('petEr cOnway', 25, 'Male', 'A-', 'Diabetes', '2024-03-22', 'Tammy Cisneros', 'Vasquez-Carr', 'Blue Cross', 20762.01590134403, 442, 'Emergency', '2024-04-14', 'Ibuprofen', 'Abnormal'),
('MaRY BaldwIn', 78, 'Female', 'A-', 'Arthritis', '2021-12-20', 'Benjamin Taylor', 'Gomez-Spencer', 'Blue Cross', 35543.06752768772, 384, 'Elective', '2021-12-22', 'Lipitor', 'Abnormal'),
('WILLIaM matHIs', 76, 'Male', 'AB-', 'Arthritis', '2020-03-21', 'Nichole Rodriguez', 'Sweeney LLC', 'Blue Cross', 36334.02035323065, 151, 'Urgent', '2020-04-20', 'Lipitor', 'Abnormal'),
('MIcHeLLe WHiTAkER', 84, 'Female', 'AB-', 'Asthma', '2023-02-24', 'Vincent Young', 'and Patton Sons', 'Aetna', 22990.652492877478, 388, 'Elective', '2023-03-03', 'Aspirin', 'Abnormal'),
('gArY rEEVES', 52, 'Male', 'AB-', 'Diabetes', '2022-10-13', 'Roger Serrano', 'Lewis-Henry', 'Cigna', 4241.391707513804, 200, 'Emergency', '2022-10-25', 'Paracetamol', 'Abnormal'),
('kRISTiE VASqueZ', 59, 'Male', 'B-', 'Arthritis', '2022-07-28', 'Jared Prince', 'Rowe, Stone and Patterson', 'Aetna', 49.45011677425987, 140, 'Urgent', '2022-08-13', 'Lipitor', 'Abnormal'),
('ANtHoNY LopeZ', 47, 'Female', 'A+', 'Cancer', '2020-04-05', 'Emily Joseph', 'Bell-Morgan', 'Cigna', 48848.41453740604, 130, 'Elective', '2020-04-07', 'Ibuprofen', 'Inconclusive'),
('rACheL bOwman', 85, 'Male', 'O+', 'Hypertension', '2021-12-06', 'Toni Parker', 'Alvarado-Martin', 'UnitedHealthcare', 1077.1696809399066, 221, 'Emergency', '2021-12-30', 'Lipitor', 'Abnormal'),
('mRs. JilliaN sOsa', 29, 'Male', 'O-', 'Diabetes', '2024-01-22', 'Jenna Larson', 'Thomas-Adams', 'Aetna', 47906.00901443315, 379, 'Emergency', '2024-01-25', 'Penicillin', 'Inconclusive'),
('AMbEr LAWsoN', 85, 'Male', 'O+', 'Cancer', '2019-06-05', 'Joseph Dixon', 'Cortez-Cannon', 'UnitedHealthcare', 25098.25043675972, 363, 'Emergency', '2019-07-05', 'Penicillin', 'Inconclusive'),
('jIll CoHen', 26, 'Female', 'O+', 'Diabetes', '2019-06-25', 'Adam Richard', 'Burch-Hernandez', 'Aetna', 15860.360928515729, 112, 'Elective', '2019-07-22', 'Aspirin', 'Abnormal'),
('moLlY aLvaRAdo', 35, 'Female', 'AB-', 'Obesity', '2023-10-31', 'Julie Taylor', 'Cochran-Hart', 'Aetna', 25442.615905575243, 188, 'Emergency', '2023-11-05', 'Penicillin', 'Normal'),
('baRBaRA mAY', 48, 'Female', 'O-', 'Hypertension', '2024-04-08', 'Derrick Martinez', 'Wood Ltd', 'Blue Cross', 37989.196017922855, 203, 'Elective', '2024-05-07', 'Aspirin', 'Inconclusive'),
('aNGEla bROWN', 21, 'Male', 'O-', 'Hypertension', '2023-04-28', 'Maurice Dunn', 'White Group', 'UnitedHealthcare', 671.125229911441, 267, 'Urgent', '2023-05-12', 'Aspirin', 'Inconclusive'),
('DArRElL jOhNStOn', 80, 'Female', 'B+', 'Hypertension', '2022-04-24', 'Jesus Mitchell', 'Jackson-Brennan', 'Aetna', 15102.955438436247, 453, 'Elective', '2022-05-04', 'Penicillin', 'Abnormal'),
('GarY sAntoS', 79, 'Male', 'A-', 'Obesity', '2021-11-02', 'Gerald Chase', 'Smith Sons and', 'Medicare', 19641.012706149082, 142, 'Emergency', '2021-11-04', 'Lipitor', 'Normal');
INSERT INTO `healthcare_dataset` (`Name`, `Age`, `Gender`, `BloodType`, `MedicalCondition`, `DateofAdmission`, `Doctor`, `Hospital`, `InsuranceProvider`, `BillingAmount`, `RoomNumber`, `AdmissionType`, `DischargeDate`, `Medication`, `TestResults`) VALUES
('trAcy garciA', 20, 'Male', 'AB-', 'Cancer', '2019-05-11', 'Dr. Joseph Mitchell', 'and Walsh, Floyd Owens', 'Aetna', 35776.637069418735, 313, 'Urgent', '2019-05-12', 'Lipitor', 'Abnormal'),
('kRISTen ROWlanD', 73, 'Male', 'AB-', 'Hypertension', '2021-11-30', 'Denise Chase', 'Howard-Bates', 'Aetna', 40841.27672501811, 302, 'Urgent', '2021-12-01', 'Penicillin', 'Abnormal'),
('joSEPH fiGUEroA', 50, 'Female', 'B-', 'Hypertension', '2023-10-21', 'Edward Burgess', 'and Perez, Graham Herrera', 'Blue Cross', 700.5950762535957, 481, 'Urgent', '2023-10-24', 'Aspirin', 'Normal'),
('tAyLor JOnES', 66, 'Female', 'A-', 'Arthritis', '2021-12-12', 'Pamela Clayton', 'Medina-Palmer', 'Cigna', 50404.28210395663, 375, 'Elective', '2021-12-28', 'Aspirin', 'Normal'),
('daVId lEwiS', 36, 'Male', 'A+', 'Diabetes', '2020-11-11', 'Heather Miller', 'and Nelson Sons', 'Aetna', 6918.301291113446, 212, 'Urgent', '2020-11-29', 'Ibuprofen', 'Inconclusive'),
('RYaN HoWard', 62, 'Female', 'AB-', 'Diabetes', '2023-10-29', 'Sharon Perez', 'Patterson Jones and Hernandez,', 'Blue Cross', 34011.5442942475, 200, 'Urgent', '2023-11-12', 'Lipitor', 'Abnormal'),
('laURA HarPER', 21, 'Male', 'B+', 'Diabetes', '2024-02-07', 'Gail Roman', 'Jackson Inc', 'UnitedHealthcare', 46772.76882411179, 128, 'Urgent', '2024-02-16', 'Penicillin', 'Inconclusive'),
('PAtRICk RODRiGUez', 36, 'Male', 'O-', 'Diabetes', '2022-06-15', 'Mary King', 'Woodard, and Martin Baker', 'Aetna', 36080.329470378514, 282, 'Urgent', '2022-07-06', 'Penicillin', 'Abnormal'),
('lISA FIsHER', 36, 'Female', 'A-', 'Diabetes', '2021-10-16', 'Jennifer Jones', 'Ramsey and Malone Sanford,', 'Aetna', 8797.409413265477, 424, 'Elective', '2021-11-08', 'Aspirin', 'Inconclusive'),
('bRitTney CheN', 85, 'Male', 'O-', 'Hypertension', '2020-10-08', 'Christian Dawson', 'and Perry Leach, Alexander', 'Blue Cross', 23502.45958122782, 104, 'Urgent', '2020-11-07', 'Paracetamol', 'Normal'),
('David gRAHam', 26, 'Female', 'AB-', 'Cancer', '2022-08-10', 'Sarah Lopez', 'Sons and Bowman', 'UnitedHealthcare', 15483.385683732555, 137, 'Elective', '2022-08-30', 'Paracetamol', 'Normal'),
('DesIReE rOy', 75, 'Female', 'B-', 'Hypertension', '2019-11-15', 'Angela Ramirez', 'and Garza Martin Holloway,', 'Medicare', 18683.118570305214, 332, 'Emergency', '2019-12-10', 'Penicillin', 'Normal'),
('vALeRiE ChaVEZ', 28, 'Female', 'A-', 'Arthritis', '2020-06-01', 'James Barnes', 'Holland Brown, and York', 'Cigna', 43119.1063437755, 266, 'Emergency', '2020-06-05', 'Paracetamol', 'Normal'),
('TONI colLiNS', 55, 'Male', 'B+', 'Asthma', '2024-01-08', 'Melvin Montgomery', 'Ltd Weber', 'UnitedHealthcare', 33779.25832907136, 488, 'Urgent', '2024-01-09', 'Penicillin', 'Normal'),
('ELIZabEtH bAKEr', 32, 'Female', 'A+', 'Arthritis', '2023-12-25', 'Caroline Castillo', 'Tran Wright and Vasquez,', 'Medicare', 28319.53220701166, 227, 'Elective', '2024-01-11', 'Lipitor', 'Normal'),
('mORgan PaCE', 19, 'Male', 'O-', 'Asthma', '2022-11-01', 'Cheryl Lane', 'Atkinson Ltd', 'Aetna', 2914.023503376444, 119, 'Elective', '2022-12-01', 'Aspirin', 'Inconclusive'),
('aNtHOnY eRicksON', 27, 'Female', 'O-', 'Asthma', '2022-07-02', 'Brittany Harding', 'and Brown Sons', 'UnitedHealthcare', 7916.088600833134, 296, 'Emergency', '2022-07-11', 'Penicillin', 'Normal'),
('pRisCillA sanDERS', 38, 'Female', 'O-', 'Obesity', '2021-12-08', 'Daniel Contreras', 'Simpson Inc', 'Aetna', 30372.445438301165, 473, 'Emergency', '2021-12-14', 'Paracetamol', 'Normal'),
('CYNThIa hill', 79, 'Female', 'A+', 'Hypertension', '2022-01-22', 'Jacob Garcia', 'Edwards PLC', 'Blue Cross', 45267.062627622116, 282, 'Urgent', '2022-02-16', 'Aspirin', 'Normal'),
('MatTHew riveRA', 80, 'Female', 'AB-', 'Hypertension', '2020-03-13', 'Dana Page', 'Perez and Ho, Riley', 'Cigna', 12638.051305047957, 486, 'Emergency', '2020-04-01', 'Ibuprofen', 'Normal'),
('TImothY ELLIoTT', 19, 'Male', 'AB-', 'Obesity', '2019-08-03', 'Tara Ruiz', 'Ltd Curry', 'Cigna', 30789.006660254683, 322, 'Urgent', '2019-08-15', 'Ibuprofen', 'Abnormal'),
('TAylOr MASon', 61, 'Female', 'AB-', 'Obesity', '2019-09-13', 'Mitchell Franklin', 'Group Young', 'Cigna', 36556.5118777332, 224, 'Emergency', '2019-10-13', 'Aspirin', 'Inconclusive'),
('mOrgaN peRRY Dds', 64, 'Female', 'O+', 'Diabetes', '2020-12-23', 'Alexander Moore', 'Edwards, Fry and Lopez', 'UnitedHealthcare', 15579.669126052524, 219, 'Emergency', '2021-01-03', 'Aspirin', 'Normal'),
('roGeR baRTLeTT', 57, 'Female', 'O+', 'Arthritis', '2019-07-06', 'Bailey Foster', 'Ferguson-Cole', 'Medicare', 29672.11493764791, 500, 'Urgent', '2019-07-24', 'Lipitor', 'Abnormal'),
('THoMaS cRaWFOrD', 49, 'Male', 'A-', 'Diabetes', '2021-01-14', 'Anthony Allen', 'Santos and Blake Wood,', 'Medicare', 20548.758263643515, 285, 'Emergency', '2021-01-30', 'Lipitor', 'Normal'),
('courtNeY sCHrOEDER', 67, 'Female', 'A+', 'Asthma', '2020-08-02', 'Amy Roberts', 'Inc Robinson', 'Medicare', 48503.28984238997, 149, 'Urgent', '2020-08-17', 'Ibuprofen', 'Inconclusive'),
('aMBER NGuyEN', 78, 'Male', 'AB-', 'Obesity', '2023-10-01', 'Susan Brown', 'Matthews-Mcbride', 'UnitedHealthcare', 22247.437482013545, 385, 'Urgent', '2023-10-13', 'Penicillin', 'Normal'),
('TifFanY cooPEr', 33, 'Female', 'AB+', 'Cancer', '2022-08-11', 'Alexandra Pena', 'Wright Sons and', 'Blue Cross', 37153.37973928561, 280, 'Urgent', '2022-09-09', 'Aspirin', 'Abnormal'),
('ScOtt pErRY', 43, 'Female', 'O-', 'Asthma', '2020-05-12', 'Andrew Alvarez', 'Owens-Douglas', 'Aetna', 18620.84904695403, 217, 'Urgent', '2020-05-24', 'Lipitor', 'Normal'),
('CaiTlIn LaM', 64, 'Male', 'AB-', 'Cancer', '2020-06-19', 'Eric Shields', 'Sons Miller and', 'Medicare', 13261.059892208867, 344, 'Urgent', '2020-07-12', 'Aspirin', 'Abnormal'),
('jOsEpH DUdlEY', 46, 'Female', 'A+', 'Asthma', '2019-09-11', 'Melanie Watson', 'Frost Inc', 'Blue Cross', 10648.114201713955, 483, 'Emergency', '2019-09-18', 'Lipitor', 'Normal'),
('SHanE GarDnEr', 33, 'Female', 'O+', 'Asthma', '2022-01-15', 'Russell Cox', 'and Baird, Simmons Peters', 'UnitedHealthcare', 37629.03329951395, 387, 'Emergency', '2022-02-03', 'Aspirin', 'Inconclusive'),
('tHOMas cruz', 19, 'Female', 'A-', 'Diabetes', '2022-03-29', 'Brenda Chavez', 'Higgins Inc', 'Medicare', 34092.48329400681, 358, 'Urgent', '2022-04-10', 'Aspirin', 'Inconclusive'),
('MaRIO DalTON', 64, 'Male', 'O-', 'Diabetes', '2019-11-04', 'Ryan Hamilton', 'Gates Underwood, Coleman and', 'Medicare', 10768.308796446923, 316, 'Emergency', '2019-11-26', 'Ibuprofen', 'Abnormal'),
('johN POWEll', 34, 'Male', 'A+', 'Asthma', '2022-10-28', 'Justin Harris', 'Hobbs Schneider, and Walter', 'Cigna', 44076.204422490155, 209, 'Emergency', '2022-11-03', 'Lipitor', 'Inconclusive'),
('aNDrEW marTineZ', 30, 'Male', 'B-', 'Obesity', '2023-05-17', 'Michelle Mcdonald', 'Miller-Wilson', 'Blue Cross', 15170.336972005152, 299, 'Emergency', '2023-06-08', 'Penicillin', 'Abnormal'),
('MaRy cOlLINs', 65, 'Male', 'B-', 'Asthma', '2021-01-14', 'Pamela Williams', 'Brown LLC', 'Cigna', 7703.471945778565, 487, 'Elective', '2021-02-09', 'Lipitor', 'Inconclusive'),
('michaEl obriEN', 66, 'Male', 'B+', 'Arthritis', '2022-12-30', 'Angela Sweeney', 'Benitez-Nguyen', 'Blue Cross', 24768.456525216036, 310, 'Emergency', '2023-01-15', 'Paracetamol', 'Inconclusive'),
('ValeriE NelsoN', 43, 'Female', 'A-', 'Hypertension', '2021-10-13', 'Cheryl Hamilton', 'Terry Ltd', 'Cigna', 671.5270283753521, 310, 'Urgent', '2021-10-17', 'Aspirin', 'Inconclusive'),
('gAry jeNsen', 37, 'Female', 'AB-', 'Hypertension', '2021-01-30', 'Wendy Montgomery', 'Foley Nelson, and Thompson', 'Medicare', 49553.135886828764, 206, 'Emergency', '2021-01-31', 'Aspirin', 'Normal'),
('Lisa vAleNCIa', 30, 'Male', 'O+', 'Hypertension', '2021-06-21', 'Maurice Ramos', 'Long-Golden', 'UnitedHealthcare', 28035.937828739847, 379, 'Emergency', '2021-07-19', 'Penicillin', 'Normal'),
('JEFFReY livIngSTON DDS', 84, 'Female', 'AB-', 'Arthritis', '2019-11-21', 'Kenneth Robbins', 'Inc Edwards', 'Cigna', 51059.72780393654, 227, 'Emergency', '2019-12-18', 'Penicillin', 'Abnormal'),
('Sara BUSh', 29, 'Male', 'AB-', 'Cancer', '2022-05-11', 'Curtis Evans', 'Johnson-Stewart', 'Medicare', 19737.20011332953, 157, 'Elective', '2022-06-03', 'Ibuprofen', 'Normal'),
('AutUMN sUtton', 66, 'Female', 'B-', 'Diabetes', '2023-01-05', 'Aaron Pace', 'Clark-Rivers', 'Blue Cross', 41982.11019254328, 495, 'Urgent', '2023-01-12', 'Ibuprofen', 'Inconclusive'),
('WiLliAm BlAir', 80, 'Male', 'A+', 'Cancer', '2019-06-05', 'Jonathan White', 'Mccoy-Luna', 'Cigna', 33810.04465692076, 325, 'Emergency', '2019-06-18', 'Aspirin', 'Inconclusive'),
('HEATher WaNG', 42, 'Female', 'B+', 'Hypertension', '2020-07-13', 'Joe Jacobs DVM', 'and Mahoney Johnson Vasquez,', 'UnitedHealthcare', 27620.764717427424, 347, 'Urgent', '2020-08-10', 'Ibuprofen', 'Abnormal'),
('alEx WHiTE', 63, 'Male', 'AB+', 'Cancer', '2021-09-15', 'Laura Sweeney', 'Smith Inc', 'UnitedHealthcare', 16424.03167516201, 139, 'Emergency', '2021-09-22', 'Paracetamol', 'Inconclusive'),
('aMy oConnoR', 72, 'Female', 'A-', 'Cancer', '2020-10-18', 'Anita Johnson', 'and Swanson Proctor Daniels,', 'Cigna', 32786.669232265194, 302, 'Emergency', '2020-11-12', 'Penicillin', 'Normal'),
('juSTiN EAton', 68, 'Female', 'A+', 'Obesity', '2020-11-04', 'Collin Gaines', 'Inc Jones', 'Aetna', 45832.83524531232, 236, 'Urgent', '2020-11-17', 'Ibuprofen', 'Inconclusive'),
('JOSePH berGeR', 61, 'Female', 'B+', 'Cancer', '2022-10-12', 'Amy Pearson', 'Austin-Galvan', 'Medicare', 29441.691325240427, 352, 'Emergency', '2022-11-07', 'Lipitor', 'Abnormal'),
('BrEnt mcCArthY', 72, 'Female', 'AB-', 'Obesity', '2023-06-13', 'Mary Moore', 'and Meadows, Thomas Vaughn', 'Cigna', 17172.00988273984, 347, 'Emergency', '2023-07-06', 'Lipitor', 'Normal'),
('cody CummInGS', 51, 'Male', 'B+', 'Obesity', '2022-04-10', 'Audrey Luna', 'Brown, and Perez Osborne', 'Cigna', 21570.289813692503, 436, 'Emergency', '2022-05-03', 'Ibuprofen', 'Abnormal'),
('LisA GIlmORe', 23, 'Male', 'A-', 'Arthritis', '2020-09-16', 'Justin Perry', 'Larson-Townsend', 'Aetna', 19451.779122801778, 472, 'Elective', '2020-10-08', 'Paracetamol', 'Inconclusive'),
('ChArles MCDOWelL', 77, 'Male', 'O+', 'Cancer', '2020-06-18', 'Katie Silva', 'and Green Garza Ware,', 'UnitedHealthcare', 14551.880298526852, 242, 'Emergency', '2020-06-19', 'Aspirin', 'Inconclusive'),
('sONYa ErICkSoN', 25, 'Male', 'A+', 'Cancer', '2020-08-28', 'Paige Carpenter', 'May-Rodriguez', 'UnitedHealthcare', 12333.469339994992, 489, 'Elective', '2020-09-20', 'Lipitor', 'Abnormal'),
('emiLy owEns', 74, 'Female', 'A+', 'Diabetes', '2021-02-12', 'Lisa Burns', 'Hahn-Rollins', 'Cigna', 4288.820712807866, 186, 'Elective', '2021-03-14', 'Lipitor', 'Normal'),
('aNN MIlLEr', 39, 'Male', 'B+', 'Obesity', '2022-09-07', 'Cody Galvan', 'Anderson-Oconnor', 'UnitedHealthcare', 11904.521987181017, 160, 'Elective', '2022-09-21', 'Aspirin', 'Abnormal'),
('zacharY BauTista', 43, 'Female', 'AB+', 'Cancer', '2020-08-21', 'Scott Bell', 'Rodgers Inc', 'Medicare', 9988.199830438802, 336, 'Urgent', '2020-08-25', 'Aspirin', 'Inconclusive'),
('Tara AdAMS', 46, 'Male', 'A+', 'Obesity', '2021-03-13', 'Karen Lee', 'Terrell-Stewart', 'Medicare', 12060.10395678868, 397, 'Elective', '2021-04-08', 'Paracetamol', 'Inconclusive'),
('MELIssa MORGAN', 45, 'Female', 'A-', 'Diabetes', '2023-12-20', 'Julia Reyes', 'Thompson, and Ruiz Vance', 'UnitedHealthcare', 48887.06051652329, 258, 'Emergency', '2024-01-09', 'Paracetamol', 'Inconclusive'),
('joSHUA SMItH', 44, 'Female', 'A+', 'Hypertension', '2019-10-19', 'Maria Parker', 'Clark-Leon', 'Cigna', 22992.305851943063, 499, 'Elective', '2019-11-06', 'Paracetamol', 'Inconclusive'),
('NICole HIcKS', 44, 'Female', 'O+', 'Obesity', '2021-07-27', 'Yvonne Santana', 'Burton-Hernandez', 'Aetna', 37516.602334624564, 483, 'Emergency', '2021-08-20', 'Penicillin', 'Abnormal'),
('BreNDa ColLins', 70, 'Male', 'O-', 'Obesity', '2021-05-03', 'Ashley Johnson', 'Wilson Ltd', 'UnitedHealthcare', 32798.1956413605, 120, 'Urgent', '2021-06-02', 'Paracetamol', 'Normal'),
('miCHAEl rILeY', 46, 'Female', 'O-', 'Hypertension', '2021-09-12', 'Timothy Gomez', 'and Brewer Sons', 'Aetna', 34338.86135878305, 303, 'Emergency', '2021-10-03', 'Lipitor', 'Normal'),
('Dr. RObErT tODd', 34, 'Female', 'B+', 'Obesity', '2023-06-10', 'James Bryan', 'Randall-Castaneda', 'Cigna', 44231.80391859678, 163, 'Emergency', '2023-06-20', 'Ibuprofen', 'Abnormal'),
('eriC BLACkBurn', 28, 'Male', 'AB+', 'Arthritis', '2019-08-12', 'Amy Mcdonald', 'Inc Griffin', 'UnitedHealthcare', 35976.35860382427, 340, 'Emergency', '2019-08-20', 'Lipitor', 'Normal'),
('JOhN GarcIA', 35, 'Male', 'O+', 'Asthma', '2023-07-24', 'James Blair', 'Long Riley Lewis, and', 'Blue Cross', 31693.900794076744, 296, 'Emergency', '2023-07-30', 'Paracetamol', 'Inconclusive'),
('thomaS GoNZaLeS', 35, 'Male', 'B+', 'Diabetes', '2019-11-03', 'Destiny Hooper', 'Lopez Stanley, and Perez', 'Aetna', 31781.02203864635, 370, 'Urgent', '2019-11-29', 'Penicillin', 'Inconclusive'),
('JulIe broWn', 50, 'Female', 'O+', 'Asthma', '2020-05-05', 'Ricky Mccormick', 'Fry LLC', 'UnitedHealthcare', 20713.7372311163, 102, 'Emergency', '2020-05-11', 'Ibuprofen', 'Normal'),
('joshuA lAwson', 30, 'Male', 'B-', 'Diabetes', '2022-02-01', 'William Gonzalez', 'Henry Inc', 'Blue Cross', 45217.89690052896, 491, 'Elective', '2022-02-11', 'Penicillin', 'Normal'),
('BRenDA baiRD', 48, 'Female', 'A+', 'Obesity', '2021-11-18', 'Brandon Mejia', 'Williams Ltd', 'Blue Cross', 49458.49826244339, 209, 'Urgent', '2021-12-13', 'Aspirin', 'Inconclusive'),
('WILLiE cOX', 21, 'Male', 'A-', 'Cancer', '2020-01-27', 'Meagan Jordan', 'Wilson and Kelley, Fitzgerald', 'Blue Cross', 32140.235718181262, 240, 'Elective', '2020-02-18', 'Paracetamol', 'Normal'),
('amandA gonZALeZ', 77, 'Female', 'B-', 'Arthritis', '2019-12-05', 'Melinda Smith', 'Vang Group', 'Cigna', 17591.452113778563, 368, 'Emergency', '2019-12-20', 'Lipitor', 'Inconclusive'),
('megan roCHA', 77, 'Female', 'B+', 'Arthritis', '2023-03-20', 'Meghan Hardin', 'Group Alexander', 'Blue Cross', 33999.22981697186, 296, 'Urgent', '2023-04-04', 'Aspirin', 'Abnormal'),
('paigE MueLleR', 38, 'Male', 'O-', 'Obesity', '2019-11-01', 'Alyssa Rivas', 'Wilson-Smith', 'UnitedHealthcare', 28766.377722820558, 142, 'Elective', '2019-11-27', 'Penicillin', 'Normal'),
('KarI iBARRA', 19, 'Female', 'O-', 'Cancer', '2023-10-26', 'Jennifer Miller', 'Inc Cannon', 'Cigna', 50437.74621614325, 108, 'Elective', '2023-11-16', 'Ibuprofen', 'Inconclusive'),
('SUSaN RODRiGuEZ', 68, 'Female', 'O-', 'Arthritis', '2022-09-27', 'Steven Parrish', 'Collins Cooper Thompson, and', 'Aetna', 43862.619350621244, 375, 'Emergency', '2022-10-04', 'Penicillin', 'Abnormal'),
('moNica THoMpSON Md', 60, 'Female', 'B-', 'Obesity', '2021-10-20', 'Kaylee Smith', 'Williams, Rice Barnes and', 'Medicare', 29373.756114503507, 218, 'Elective', '2021-10-28', 'Aspirin', 'Inconclusive'),
('DAVid johnSOn', 38, 'Male', 'A+', 'Asthma', '2019-09-26', 'David Hubbard', 'Lee-Brennan', 'Blue Cross', 19201.76925697265, 145, 'Urgent', '2019-10-23', 'Ibuprofen', 'Abnormal'),
('RObErt GRaNt', 18, 'Female', 'O-', 'Diabetes', '2022-06-20', 'Sandra Gonzales', 'Greene-Barnett', 'Blue Cross', 29015.933070376544, 413, 'Urgent', '2022-06-29', 'Ibuprofen', 'Abnormal'),
('micHaeL GARCIA', 22, 'Female', 'A+', 'Arthritis', '2023-10-21', 'Lisa Williams', 'Howard-Meyer', 'UnitedHealthcare', 45299.977171606566, 198, 'Urgent', '2023-10-28', 'Penicillin', 'Normal'),
('AndreW SAncHez', 57, 'Female', 'O-', 'Asthma', '2019-05-11', 'Patrick Robbins', 'Brown LLC', 'Medicare', 47449.61653897699, 473, 'Urgent', '2019-05-17', 'Ibuprofen', 'Inconclusive'),
('Hannah evERetT', 72, 'Female', 'A-', 'Asthma', '2021-01-02', 'Brandon Mercado', 'Jones Lopez, and Ali', 'Medicare', 30133.235414131064, 102, 'Emergency', '2021-01-24', 'Aspirin', 'Normal'),
('JOnAThAn mCGrAtH', 22, 'Male', 'AB-', 'Cancer', '2022-09-24', 'Roberta Garcia', 'PLC Williams', 'Aetna', 29133.322029068157, 354, 'Elective', '2022-09-25', 'Penicillin', 'Normal'),
('MichaEl wilKiNs', 57, 'Male', 'B+', 'Obesity', '2023-10-17', 'Kevin Oliver', 'PLC Smith', 'Blue Cross', 34264.865479276916, 142, 'Urgent', '2023-10-30', 'Paracetamol', 'Inconclusive'),
('RoBIN CAStILlo', 85, 'Male', 'B+', 'Hypertension', '2023-09-12', 'Sydney Mcbride', 'Stone Ltd', 'Blue Cross', 21447.559355333804, 387, 'Urgent', '2023-09-27', 'Lipitor', 'Inconclusive'),
('jAmES bradlEy', 64, 'Female', 'A+', 'Asthma', '2021-12-22', 'Maria Brown PhD', 'Washington, Moran and Le', 'Blue Cross', 34508.72031577254, 389, 'Emergency', '2022-01-13', 'Penicillin', 'Abnormal'),
('kENNEth pErkINs', 51, 'Male', 'A-', 'Cancer', '2023-02-25', 'Darren Walters', 'Fernandez-Mahoney', 'Cigna', 45697.77858162468, 140, 'Urgent', '2023-03-25', 'Penicillin', 'Inconclusive'),
('JONATHaN COOk', 48, 'Female', 'O-', 'Cancer', '2023-06-19', 'Shane Gates', 'LLC Cooley', 'Aetna', 31415.693596370867, 458, 'Emergency', '2023-07-05', 'Penicillin', 'Abnormal'),
('CoURtneY AnDerson', 48, 'Female', 'O-', 'Cancer', '2019-07-13', 'Alex Thomas', 'Gonzalez Sons and', 'UnitedHealthcare', 13690.90034633557, 433, 'Emergency', '2019-08-12', 'Penicillin', 'Normal'),
('rACHEl WaRE', 70, 'Female', 'O+', 'Hypertension', '2022-03-01', 'Heather Taylor', 'Group Beck', 'Medicare', 39494.054818991506, 297, 'Urgent', '2022-03-03', 'Ibuprofen', 'Inconclusive'),
('ScOTT aNDErsOn', 57, 'Male', 'O+', 'Asthma', '2020-10-04', 'Samantha Banks', 'Lowe-Bruce', 'Aetna', 34898.35906255016, 168, 'Urgent', '2020-10-29', 'Penicillin', 'Inconclusive'),
('Chloe CRUz', 76, 'Male', 'AB+', 'Obesity', '2021-02-25', 'Patricia Wagner', 'Best-Ramsey', 'Cigna', 50658.52882138885, 455, 'Urgent', '2021-03-26', 'Lipitor', 'Abnormal'),
('MAttHew BrYANt', 41, 'Male', 'AB-', 'Obesity', '2023-12-19', 'Kathleen Lawrence', 'Smith, Miller Rosario and', 'UnitedHealthcare', 30881.359425522238, 377, 'Emergency', '2023-12-25', 'Penicillin', 'Inconclusive'),
('AngELIcA mARTIneZ', 47, 'Male', 'B-', 'Obesity', '2022-05-29', 'Savannah Herrera', 'PLC Mendez', 'Medicare', 12635.805365423426, 483, 'Urgent', '2022-06-18', 'Paracetamol', 'Normal'),
('steven dUNcaN', 18, 'Female', 'A+', 'Diabetes', '2020-07-22', 'Erin Martinez', 'LLC Lee', 'UnitedHealthcare', 19596.913386110064, 221, 'Emergency', '2020-08-08', 'Aspirin', 'Abnormal'),
('briTtaNY SanChEz', 33, 'Male', 'A+', 'Cancer', '2021-10-30', 'Seth Kennedy', 'Bowman-Young', 'Aetna', 36340.426851139855, 175, 'Emergency', '2021-11-08', 'Lipitor', 'Normal'),
('AnGEla WalkER', 41, 'Male', 'AB-', 'Obesity', '2020-06-05', 'Brandon Dixon', 'and Sons Holmes', 'Blue Cross', 18387.26695551107, 455, 'Elective', '2020-06-10', 'Penicillin', 'Normal'),
('ErIn maSoN', 23, 'Female', 'A+', 'Obesity', '2023-10-13', 'Elizabeth Nixon', 'Shaw Inc', 'Medicare', 32731.724219053867, 289, 'Emergency', '2023-11-06', 'Lipitor', 'Normal'),
('howaRD morris', 69, 'Female', 'AB+', 'Cancer', '2020-06-12', 'Jordan Bruce', 'Floyd LLC', 'Cigna', 49407.78284466687, 122, 'Emergency', '2020-06-22', 'Aspirin', 'Abnormal'),
('dr. KeviN HaYDen', 25, 'Male', 'A-', 'Diabetes', '2023-06-27', 'Amber Bailey', 'Morris-Rowe', 'Cigna', 35624.96549525986, 480, 'Elective', '2023-07-04', 'Paracetamol', 'Normal'),
('Kenneth DavIDson', 71, 'Female', 'AB-', 'Cancer', '2020-08-29', 'Sheena Weaver', 'LLC Wood', 'Medicare', 34162.48481009162, 255, 'Urgent', '2020-09-02', 'Ibuprofen', 'Inconclusive'),
('deNniS rUsSELL', 74, 'Male', 'B-', 'Hypertension', '2021-07-14', 'Preston Lewis', 'Sims-Mullins', 'Aetna', 699.9481081626193, 214, 'Elective', '2021-07-16', 'Lipitor', 'Inconclusive'),
('evAn KIM', 78, 'Male', 'B-', 'Arthritis', '2022-09-01', 'Brady Johnson', 'Barker and Sons', 'Medicare', 16524.223086335187, 472, 'Elective', '2022-09-10', 'Penicillin', 'Abnormal'),
('dR. sIErRa mUEller', 69, 'Male', 'AB-', 'Asthma', '2019-08-06', 'Kyle Lucas', 'Ltd Wright', 'Blue Cross', 13680.353368931093, 337, 'Urgent', '2019-08-16', 'Ibuprofen', 'Abnormal'),
('JUStIN eDWaRdS', 34, 'Female', 'B-', 'Arthritis', '2019-06-18', 'Blake Pope', 'Jimenez, Green and Wright', 'Cigna', 38122.9289944303, 460, 'Urgent', '2019-07-16', 'Ibuprofen', 'Inconclusive'),
('TIMoThy GeORGE', 67, 'Male', 'A+', 'Diabetes', '2022-05-01', 'Ashley Walters', 'Rice, Thompson Williams and', 'Cigna', 20545.939354429465, 242, 'Urgent', '2022-05-23', 'Paracetamol', 'Normal'),
('mIcHeLLe RObINsON MD', 28, 'Male', 'A-', 'Arthritis', '2019-11-21', 'Brian Taylor', 'Barnes-Norris', 'Blue Cross', 40408.8818098275, 500, 'Urgent', '2019-11-30', 'Penicillin', 'Inconclusive'),
('sTEPhaNie CrUZ', 57, 'Male', 'B+', 'Diabetes', '2022-04-12', 'Christopher Green', 'Lee-Edwards', 'Cigna', 14209.760051521796, 160, 'Urgent', '2022-05-10', 'Aspirin', 'Normal'),
('krIsTEn DuArtE', 38, 'Male', 'B+', 'Cancer', '2024-02-20', 'Tonya Cobb', 'Medina-Campos', 'UnitedHealthcare', 46605.0527576414, 445, 'Urgent', '2024-03-18', 'Paracetamol', 'Inconclusive'),
('jeFFREy heaTH', 58, 'Female', 'AB+', 'Arthritis', '2023-12-07', 'Scott Smith', 'Smith Group', 'UnitedHealthcare', 25710.735885247454, 286, 'Elective', '2023-12-31', 'Aspirin', 'Normal'),
('RoBerT HuBbARD', 69, 'Male', 'B-', 'Asthma', '2023-11-13', 'Heather Church', 'Davis-Freeman', 'Medicare', 23031.249521642487, 431, 'Urgent', '2023-11-23', 'Ibuprofen', 'Abnormal'),
('SCOtt bOWeN', 36, 'Female', 'A+', 'Cancer', '2021-12-24', 'Jacqueline Bowman', 'Price-Keller', 'UnitedHealthcare', 9588.947221483402, 117, 'Urgent', '2022-01-17', 'Ibuprofen', 'Inconclusive'),
('wIlLIam RichaRds', 47, 'Female', 'AB+', 'Obesity', '2023-06-04', 'Mrs. Victoria Sanchez MD', 'LLC Wilson', 'UnitedHealthcare', 2538.5061146719063, 389, 'Emergency', '2023-07-01', 'Aspirin', 'Inconclusive'),
('chELSeA CoOk', 19, 'Male', 'AB-', 'Hypertension', '2019-05-14', 'Linda Peterson', 'Fox-Campos', 'Aetna', 26386.673999572962, 357, 'Elective', '2019-05-21', 'Ibuprofen', 'Abnormal'),
('CharlotTE tHOMas', 85, 'Female', 'A+', 'Diabetes', '2021-07-18', 'Julie Nelson', 'Jones-George', 'Cigna', 35006.015877985155, 138, 'Urgent', '2021-07-21', 'Lipitor', 'Abnormal'),
('PatriCia HeRNaNdEz', 30, 'Female', 'AB-', 'Diabetes', '2021-12-21', 'Christopher Page', 'Hall Group', 'Blue Cross', 49100.996105906765, 428, 'Urgent', '2022-01-07', 'Penicillin', 'Abnormal'),
('brIAnnA bELL', 68, 'Male', 'O-', 'Obesity', '2022-07-28', 'Kevin Paul', 'and Merritt Turner, Sanders', 'Blue Cross', 32474.903491790148, 256, 'Urgent', '2022-08-07', 'Paracetamol', 'Abnormal'),
('ALIcIA fIeLDs', 20, 'Male', 'O-', 'Diabetes', '2023-11-20', 'Madeline Lewis', 'Bennett Group', 'Cigna', 47894.88070639495, 328, 'Elective', '2023-11-21', 'Paracetamol', 'Abnormal'),
('HANnaH SAnChez', 44, 'Female', 'AB+', 'Arthritis', '2023-12-18', 'Cassandra Cain', 'Johnson LLC', 'Medicare', 48106.41236604376, 155, 'Elective', '2024-01-10', 'Paracetamol', 'Inconclusive'),
('Keith AlLEn', 76, 'Male', 'O-', 'Arthritis', '2020-03-31', 'David Simmons', 'Hebert and Morgan, Wilson', 'Aetna', 38755.11345082393, 484, 'Elective', '2020-04-15', 'Paracetamol', 'Abnormal'),
('ZACHARY HeRnandEz', 62, 'Male', 'O-', 'Arthritis', '2021-01-06', 'Dennis Gutierrez', 'Wright Miller Gonzalez, and', 'Aetna', 31269.477608096837, 331, 'Emergency', '2021-01-18', 'Aspirin', 'Inconclusive'),
('aNNA MILlER', 25, 'Female', 'AB+', 'Hypertension', '2023-08-21', 'Jack Reilly', 'and Mayo Chen, Murray', 'Medicare', 49400.214028011644, 296, 'Urgent', '2023-08-24', 'Penicillin', 'Normal'),
('HEctOR Clay', 40, 'Female', 'B-', 'Arthritis', '2023-02-02', 'Curtis Li', 'Bailey-Buckley', 'Aetna', 1779.4729585360017, 381, 'Emergency', '2023-02-08', 'Ibuprofen', 'Inconclusive'),
('BRiaN REYES', 42, 'Male', 'A+', 'Obesity', '2023-10-10', 'Joseph Young', 'Peters-Bentley', 'UnitedHealthcare', 46237.975761230606, 107, 'Elective', '2023-10-30', 'Ibuprofen', 'Normal'),
('ShaNE MedinA', 34, 'Male', 'AB-', 'Diabetes', '2022-03-31', 'Danielle Robinson', 'Martinez, Sullivan Bowers and', 'UnitedHealthcare', 21009.20153321011, 343, 'Elective', '2022-04-16', 'Penicillin', 'Normal'),
('MOnicA lucerO', 47, 'Female', 'O+', 'Cancer', '2019-12-20', 'Melvin Harmon', 'Wright-Schmidt', 'Blue Cross', 40406.87229855708, 245, 'Emergency', '2019-12-27', 'Lipitor', 'Abnormal'),
('REbEcCA fLoreS', 22, 'Male', 'B-', 'Arthritis', '2024-02-22', 'Tracy Bowman', 'Sons and Patton', 'Medicare', 24490.018765910037, 342, 'Elective', '2024-03-06', 'Paracetamol', 'Inconclusive'),
('alyssA LittlE', 38, 'Female', 'B+', 'Arthritis', '2024-04-15', 'Leah Guerra', 'Jennings Group', 'Cigna', 36067.82191188086, 194, 'Elective', '2024-05-09', 'Paracetamol', 'Inconclusive'),
('nIcOlE saNtiaGo', 51, 'Male', 'AB-', 'Cancer', '2020-11-23', 'Adam Perez', 'Sandoval Cook and Gutierrez,', 'UnitedHealthcare', 20274.970820988518, 303, 'Emergency', '2020-12-07', 'Aspirin', 'Abnormal'),
('heaTHer sCoTT', 63, 'Male', 'A-', 'Obesity', '2019-08-08', 'Justin Cameron', 'Mason-Moore', 'Aetna', 30964.35399426707, 483, 'Emergency', '2019-08-12', 'Penicillin', 'Normal'),
('RhonDA WILSOn', 59, 'Male', 'AB-', 'Cancer', '2023-08-22', 'Eric Simpson', 'Parker, and Parker Macdonald', 'Cigna', 34318.34645688757, 319, 'Urgent', '2023-08-27', 'Aspirin', 'Inconclusive'),
('NicOLE HErMAN', 51, 'Male', 'O+', 'Arthritis', '2022-05-17', 'Joseph Price', 'Inc Jensen', 'Blue Cross', 28312.9366206766, 203, 'Elective', '2022-05-25', 'Aspirin', 'Abnormal'),
('KIMBerLy lee', 21, 'Male', 'A-', 'Asthma', '2023-03-09', 'Debra Johnson', 'Ltd Potts', 'Cigna', 26527.55730240478, 137, 'Elective', '2023-03-28', 'Penicillin', 'Inconclusive'),
('Cody gaRdnEr', 31, 'Male', 'AB+', 'Cancer', '2021-05-03', 'Catherine Joseph', 'Smith-Miller', 'Medicare', 34830.843589439086, 220, 'Elective', '2021-05-17', 'Penicillin', 'Abnormal'),
('JaSOn MeLEnDEZ', 50, 'Female', 'A+', 'Cancer', '2022-09-25', 'Amanda Miller', 'and Allen Anderson, Rivera', 'Cigna', 23698.708553919256, 467, 'Urgent', '2022-10-25', 'Ibuprofen', 'Normal'),
('ThOmaS LOpeZ', 54, 'Male', 'B-', 'Hypertension', '2023-09-12', 'Dr. Rachel Hudson', 'Logan Smith Vaughn, and', 'UnitedHealthcare', 27139.541095658125, 332, 'Emergency', '2023-09-15', 'Penicillin', 'Normal'),
('LIsa keLLER', 47, 'Male', 'AB-', 'Hypertension', '2019-07-28', 'Gina Curry', 'PLC Harrison', 'Cigna', 45079.618281270705, 255, 'Urgent', '2019-08-04', 'Ibuprofen', 'Abnormal'),
('BRItTANY gUTiERRez', 84, 'Male', 'AB+', 'Arthritis', '2020-07-25', 'Christopher Scott', 'Harris Jackson Pearson, and', 'UnitedHealthcare', 47408.57771839778, 299, 'Urgent', '2020-08-12', 'Aspirin', 'Normal'),
('joHNAThAn dIXon', 64, 'Male', 'AB-', 'Obesity', '2024-02-24', 'Pamela Harris', 'Bell-Hernandez', 'Aetna', 38160.7448684728, 257, 'Urgent', '2024-02-29', 'Penicillin', 'Abnormal'),
('coDy MOorE', 68, 'Female', 'A+', 'Arthritis', '2023-01-25', 'Krystal Bowman', 'Chavez-Chapman', 'Blue Cross', 8976.398188785079, 462, 'Emergency', '2023-01-26', 'Aspirin', 'Inconclusive'),
('paUl BRADfOrD', 26, 'Female', 'A+', 'Hypertension', '2021-09-30', 'Michelle Simmons', 'Stephens Group', 'Medicare', 3356.4829390780465, 151, 'Urgent', '2021-10-07', 'Lipitor', 'Abnormal'),
('juan burgess', 82, 'Female', 'B-', 'Obesity', '2022-02-07', 'Jeffrey Haley', 'Bush-Rodgers', 'Aetna', 915.272322177406, 363, 'Urgent', '2022-02-19', 'Aspirin', 'Normal'),
('MAtthEw sHaw', 30, 'Male', 'A-', 'Diabetes', '2020-06-25', 'Joshua Jones', 'Wade Savage, Harrington and', 'Blue Cross', 26138.88043551831, 132, 'Emergency', '2020-07-10', 'Paracetamol', 'Abnormal'),
('patRick murPHY', 25, 'Female', 'B-', 'Cancer', '2021-01-11', 'Daryl Oconnor', 'Butler Mathis and Mooney,', 'Blue Cross', 9573.385548733168, 231, 'Emergency', '2021-02-03', 'Penicillin', 'Abnormal'),
('KEvIn gALLagher', 51, 'Female', 'B-', 'Obesity', '2024-03-16', 'Tyler Pearson', 'Burns-Smith', 'Medicare', 5264.17734768446, 459, 'Emergency', '2024-03-18', 'Lipitor', 'Abnormal'),
('JoRdAn JACkSon', 71, 'Female', 'A+', 'Cancer', '2021-09-19', 'Katrina Martin', 'Cook and Craig, Herrera', 'Blue Cross', 804.2447439027342, 190, 'Urgent', '2021-10-18', 'Penicillin', 'Normal'),
('cathEriNe WALl', 81, 'Female', 'A-', 'Arthritis', '2020-12-11', 'Sharon Morris', 'Serrano Group', 'UnitedHealthcare', 13386.352057102273, 189, 'Urgent', '2020-12-12', 'Lipitor', 'Inconclusive'),
('lUis pATtErsoN', 27, 'Male', 'AB+', 'Cancer', '2023-02-11', 'Erika Gordon', 'and Gentry Rich, King', 'Blue Cross', 21528.260757847565, 180, 'Urgent', '2023-03-02', 'Penicillin', 'Normal'),
('JULIe tanNer', 34, 'Female', 'B+', 'Hypertension', '2024-04-06', 'Mike Riley', 'Davila-Harding', 'Cigna', 10653.466542022297, 435, 'Elective', '2024-04-23', 'Lipitor', 'Abnormal'),
('LEroy priCE', 42, 'Female', 'O-', 'Arthritis', '2022-04-18', 'David Sims', 'Ortega, Taylor Berry and', 'UnitedHealthcare', 44407.343247251054, 192, 'Urgent', '2022-04-22', 'Paracetamol', 'Abnormal'),
('rEbEcca caStANeDA', 26, 'Male', 'A+', 'Diabetes', '2024-04-30', 'Joseph Smith', 'Cabrera Barnes, Harper and', 'UnitedHealthcare', 26686.198485178884, 156, 'Elective', '2024-05-16', 'Aspirin', 'Normal'),
('andreA kiRK Dds', 75, 'Male', 'B-', 'Arthritis', '2023-03-01', 'Sandra Key', 'Williams Inc', 'Aetna', 38160.72481604702, 319, 'Urgent', '2023-03-05', 'Aspirin', 'Normal'),
('HOlLY nelSon', 50, 'Male', 'A-', 'Hypertension', '2022-06-20', 'Jessica Perez', 'Chen-Garrett', 'Medicare', 35726.304541690995, 248, 'Urgent', '2022-06-29', 'Paracetamol', 'Inconclusive'),
('kATHY WalLer', 23, 'Male', 'O-', 'Obesity', '2020-10-30', 'Maria Jones', 'Johnson PLC', 'Medicare', 42345.63910614404, 407, 'Emergency', '2020-11-29', 'Ibuprofen', 'Abnormal'),
('mattHeW GlOVer', 35, 'Female', 'A-', 'Cancer', '2021-12-11', 'Brianna Mccoy', 'Mitchell-Ryan', 'Cigna', 10498.994784425959, 426, 'Elective', '2021-12-17', 'Aspirin', 'Inconclusive'),
('tinA FREY', 27, 'Male', 'B-', 'Hypertension', '2023-07-27', 'Robert Hampton', 'Ltd Todd', 'Medicare', 14030.363096754181, 379, 'Urgent', '2023-08-18', 'Lipitor', 'Normal'),
('MArK Cox', 44, 'Male', 'A+', 'Diabetes', '2020-08-03', 'Michelle James', 'Johnson-Nichols', 'UnitedHealthcare', 14558.190436616911, 121, 'Elective', '2020-08-31', 'Ibuprofen', 'Inconclusive'),
('BRYan JOnES', 80, 'Male', 'O+', 'Diabetes', '2022-02-27', 'Brandon Sutton', 'Dean-Smith', 'Aetna', 3027.993159971465, 176, 'Elective', '2022-02-28', 'Aspirin', 'Normal'),
('KELLY WilLIAmS', 75, 'Male', 'A+', 'Obesity', '2024-03-04', 'Wendy Oliver', 'Shaw Taylor, and Khan', 'Blue Cross', 35294.67720007783, 131, 'Emergency', '2024-03-18', 'Paracetamol', 'Inconclusive'),
('AAROn wiLsON', 49, 'Female', 'O+', 'Obesity', '2020-01-19', 'Victor Dixon', 'Mercado-Brown', 'Blue Cross', 18181.533836900748, 416, 'Emergency', '2020-02-10', 'Aspirin', 'Inconclusive'),
('SaMuEL phIlLIPs', 58, 'Male', 'B+', 'Hypertension', '2024-03-16', 'Rebecca Herring', 'Powell-Nelson', 'Cigna', 29950.72406633985, 230, 'Urgent', '2024-03-17', 'Lipitor', 'Inconclusive'),
('sTEveN SuLLivAn', 52, 'Male', 'A-', 'Diabetes', '2020-06-25', 'Bill Clark', 'Nelson-Wilson', 'Cigna', 13661.063120328798, 208, 'Urgent', '2020-07-24', 'Lipitor', 'Abnormal'),
('KeLly hARrIS', 77, 'Female', 'O-', 'Hypertension', '2024-04-21', 'Anthony Smith', 'Cooley-Howell', 'Medicare', 32857.62367707483, 364, 'Urgent', '2024-04-26', 'Ibuprofen', 'Normal'),
('Eugene HOFfmaN', 79, 'Male', 'A+', 'Cancer', '2022-10-23', 'Justin Tapia', 'PLC Wright', 'UnitedHealthcare', 15702.03036268479, 137, 'Emergency', '2022-10-27', 'Aspirin', 'Normal'),
('cHElSEa mEndozA', 84, 'Female', 'AB+', 'Cancer', '2023-06-17', 'Robyn Howard', 'Willis PLC', 'Blue Cross', 41948.640843413596, 376, 'Urgent', '2023-07-12', 'Aspirin', 'Inconclusive'),
('phiLliP wALLAce', 75, 'Male', 'A+', 'Hypertension', '2019-11-10', 'William Taylor', 'and Edwards Brown Murphy,', 'Cigna', 35792.121027798064, 406, 'Elective', '2019-12-09', 'Ibuprofen', 'Normal'),
('BrETt GRIffin', 74, 'Male', 'A+', 'Asthma', '2020-07-02', 'David Perry', 'Nelson-Drake', 'Aetna', 47540.28357224411, 230, 'Urgent', '2020-07-05', 'Paracetamol', 'Inconclusive'),
('aNtonIo BarneS', 68, 'Male', 'AB+', 'Obesity', '2020-08-01', 'Sarah Becker', 'Stewart-Daniel', 'Cigna', 6664.525501266508, 202, 'Urgent', '2020-08-09', 'Aspirin', 'Inconclusive'),
('KIMBerly wILLIams', 19, 'Female', 'A-', 'Asthma', '2020-01-20', 'Jessica Washington', 'Miller and Perez Wood,', 'Medicare', 37765.348166115844, 352, 'Emergency', '2020-01-30', 'Ibuprofen', 'Inconclusive'),
('james BEnsON', 79, 'Female', 'O+', 'Arthritis', '2021-11-18', 'Jennifer Webster', 'Ltd Simmons', 'Aetna', 25974.615537744103, 425, 'Urgent', '2021-12-15', 'Paracetamol', 'Normal'),
('FREdERick mCFARlanD', 38, 'Male', 'B+', 'Asthma', '2022-04-21', 'Carrie Li', 'and Simmons Lopez Chavez,', 'Cigna', 43630.80301702855, 207, 'Emergency', '2022-05-03', 'Paracetamol', 'Inconclusive'),
('JuSTin loNg', 25, 'Male', 'AB-', 'Asthma', '2022-08-11', 'Jay Moore', 'Ltd Carson', 'Aetna', 6948.144633876157, 156, 'Elective', '2022-08-12', 'Ibuprofen', 'Normal'),
('ABIgAIL tucKeR', 66, 'Male', 'B+', 'Cancer', '2020-08-10', 'Christopher Avery', 'Perry and Sons', 'Blue Cross', 1773.4557157416407, 480, 'Elective', '2020-08-26', 'Paracetamol', 'Normal'),
('AMy POwErs', 25, 'Female', 'B+', 'Hypertension', '2022-02-11', 'Dr. Michael Patrick', 'Kelly LLC', 'Cigna', 4525.204273831698, 493, 'Urgent', '2022-02-28', 'Ibuprofen', 'Inconclusive'),
('michAEl GonzALEz', 20, 'Female', 'A-', 'Cancer', '2019-09-01', 'Gregory Jenkins', 'Morris-Fox', 'Cigna', 2250.826534626081, 497, 'Urgent', '2019-09-06', 'Ibuprofen', 'Inconclusive'),
('MIcHael wiLLIAms', 38, 'Male', 'AB-', 'Cancer', '2021-08-07', 'Kenneth Vargas', 'Richmond, and Williams Cabrera', 'UnitedHealthcare', 47511.50735318321, 327, 'Urgent', '2021-08-14', 'Lipitor', 'Normal'),
('DonnA MeleNdez', 68, 'Female', 'O-', 'Hypertension', '2021-02-24', 'Michelle Anderson', 'Ltd George', 'Blue Cross', 19390.265984307927, 393, 'Elective', '2021-02-26', 'Aspirin', 'Abnormal'),
('ann FItzGErALD', 43, 'Female', 'O+', 'Cancer', '2022-11-12', 'Amber Schaefer', 'Ramirez, Owens and Evans', 'Aetna', 12377.400525970275, 203, 'Emergency', '2022-11-24', 'Penicillin', 'Normal'),
('KEiTh WILSoN', 73, 'Male', 'AB+', 'Asthma', '2020-12-25', 'Ryan Andersen', 'Sparks PLC', 'Blue Cross', 23934.241144489588, 366, 'Urgent', '2021-01-11', 'Penicillin', 'Normal'),
('BRanDI cROss', 65, 'Male', 'B+', 'Asthma', '2024-04-22', 'Mr. Matthew Howell', 'Ewing Carr Watson, and', 'Aetna', 8896.020945606582, 484, 'Urgent', '2024-05-04', 'Ibuprofen', 'Normal'),
('aShLEY rOgeRs', 80, 'Female', 'AB-', 'Arthritis', '2023-08-27', 'Joshua Evans', 'Smith-Hoffman', 'Cigna', 35513.76632548327, 165, 'Emergency', '2023-09-25', 'Penicillin', 'Normal'),
('SHAwN rAmIRez', 40, 'Male', 'B+', 'Hypertension', '2022-04-25', 'William Mcdonald', 'Frey and Wise, Mendez', 'Medicare', 41365.004775171124, 265, 'Elective', '2022-04-29', 'Paracetamol', 'Inconclusive'),
('johnNY jENKins', 76, 'Female', 'A+', 'Diabetes', '2021-02-10', 'Heather Lopez', 'Lyons PLC', 'Medicare', 2776.7776756889384, 137, 'Emergency', '2021-03-04', 'Ibuprofen', 'Normal'),
('regInA mitcHElL', 81, 'Male', 'O+', 'Cancer', '2022-12-29', 'Melanie Ortiz', 'Inc Pruitt', 'Aetna', 33473.55013204379, 132, 'Elective', '2023-01-04', 'Lipitor', 'Inconclusive'),
('miCHaeL sTEVEnS', 48, 'Male', 'A-', 'Arthritis', '2023-02-03', 'Timothy Wood', 'Hernandez Brown, and Norman', 'UnitedHealthcare', 46947.03727409146, 160, 'Emergency', '2023-02-08', 'Ibuprofen', 'Abnormal'),
('MEgaN ReEsE', 38, 'Female', 'O+', 'Obesity', '2021-02-27', 'Bonnie Johnson', 'Weeks, Carey Johnson and', 'Blue Cross', 31013.91950442644, 317, 'Urgent', '2021-03-16', 'Aspirin', 'Inconclusive'),
('Kaitlyn vazquEZ', 78, 'Male', 'AB-', 'Arthritis', '2023-06-12', 'Heather Jensen', 'Stein-Smith', 'Medicare', 32746.568689731645, 397, 'Elective', '2023-07-05', 'Lipitor', 'Inconclusive'),
('JaSoN ROss', 44, 'Female', 'O-', 'Arthritis', '2023-07-11', 'Cassandra Carroll', 'Cole Dawson and King,', 'UnitedHealthcare', 24668.502180131232, 441, 'Emergency', '2023-07-25', 'Aspirin', 'Inconclusive'),
('aNDRew BlaCk', 48, 'Male', 'B+', 'Cancer', '2019-08-06', 'Kelly Davis', 'Jordan-Combs', 'Cigna', 15023.725168338819, 231, 'Emergency', '2019-08-28', 'Penicillin', 'Normal'),
('TErRENce RIChArd', 58, 'Female', 'AB+', 'Hypertension', '2023-08-12', 'Jeremy Vaughn', 'Jones-Buchanan', 'Aetna', 41438.753496191384, 363, 'Urgent', '2023-08-18', 'Lipitor', 'Inconclusive'),
('sHarOn CHapmAn', 38, 'Female', 'A-', 'Cancer', '2020-08-02', 'Bradley Bryant', 'Miller PLC', 'Cigna', 31446.974476479376, 357, 'Emergency', '2020-08-19', 'Aspirin', 'Inconclusive'),
('SHarOn gOodWiN', 52, 'Male', 'A+', 'Arthritis', '2023-07-14', 'Anthony Ramirez', 'Jackson Parks, and Hickman', 'UnitedHealthcare', 36047.1714265766, 263, 'Emergency', '2023-07-20', 'Penicillin', 'Abnormal'),
('MattHEw WAtts', 67, 'Female', 'B+', 'Asthma', '2021-08-06', 'Tiffany Dickerson', 'Sons Allison and', 'UnitedHealthcare', 6186.133307383427, 434, 'Urgent', '2021-08-31', 'Penicillin', 'Inconclusive'),
('bRuCe LE', 52, 'Female', 'O-', 'Obesity', '2020-08-23', 'Brett Snyder', 'Hunter-Vincent', 'Cigna', 39188.95032172475, 272, 'Urgent', '2020-09-03', 'Aspirin', 'Normal'),
('BenJaMIn bErnarD', 76, 'Female', 'AB+', 'Cancer', '2022-06-29', 'Alexis Garrison', 'Chen, and Avery Green', 'UnitedHealthcare', 8501.149965553423, 418, 'Elective', '2022-07-13', 'Paracetamol', 'Abnormal'),
('rObERT tucKer', 67, 'Female', 'B-', 'Diabetes', '2023-12-07', 'Rachel Miranda', 'Hunter LLC', 'UnitedHealthcare', 32922.80910156692, 450, 'Urgent', '2023-12-14', 'Lipitor', 'Inconclusive'),
('SAraH MorRiS', 41, 'Male', 'B-', 'Diabetes', '2023-06-11', 'William Fisher', 'Cunningham-Stephens', 'Medicare', 45005.553885902395, 155, 'Emergency', '2023-06-13', 'Paracetamol', 'Normal'),
('AdRiENnE oNeaL', 73, 'Female', 'AB+', 'Asthma', '2020-03-29', 'Dennis Gregory', 'Fox PLC', 'Blue Cross', 20393.95826286607, 409, 'Urgent', '2020-04-09', 'Aspirin', 'Normal'),
('KeviN mArShalL', 22, 'Male', 'AB+', 'Diabetes', '2021-05-11', 'Matthew Medina', 'Moore Morris Martinez, and', 'Aetna', 20874.043026246236, 108, 'Elective', '2021-05-16', 'Paracetamol', 'Inconclusive'),
('jESsICA EVAnS', 46, 'Male', 'A-', 'Diabetes', '2021-03-21', 'Jennifer Lopez', 'Lyons-Hickman', 'Medicare', 44524.63780175894, 196, 'Elective', '2021-04-19', 'Paracetamol', 'Inconclusive'),
('RobERt GrANT', 30, 'Female', 'O-', 'Obesity', '2019-05-11', 'Maria Spencer', 'and Hall Little Moon,', 'UnitedHealthcare', 6549.173752573523, 338, 'Elective', '2019-06-01', 'Paracetamol', 'Abnormal'),
('JONathan clarKE', 55, 'Female', 'O+', 'Cancer', '2023-04-17', 'Molly Rios', 'French Ltd', 'UnitedHealthcare', 13964.154805715898, 146, 'Emergency', '2023-05-06', 'Ibuprofen', 'Inconclusive'),
('JAMEs bRyan', 68, 'Female', 'AB+', 'Asthma', '2020-08-05', 'Danielle Shields', 'and Henderson Kline Barnett,', 'Cigna', 35523.14237533802, 228, 'Urgent', '2020-08-25', 'Ibuprofen', 'Inconclusive'),
('juLiE HarVey', 18, 'Female', 'B-', 'Asthma', '2021-05-06', 'Tammy Wilson', 'Walton Inc', 'UnitedHealthcare', 40391.334506119725, 387, 'Elective', '2021-06-01', 'Aspirin', 'Abnormal'),
('kEvIn gLaSS', 73, 'Male', 'O-', 'Arthritis', '2023-12-11', 'Tyler Henry', 'Hernandez PLC', 'UnitedHealthcare', 35325.379088648595, 429, 'Elective', '2023-12-31', 'Aspirin', 'Normal'),
('luCAS CHaRLeS', 69, 'Male', 'A-', 'Obesity', '2021-05-17', 'Theresa Brown', 'Cruz-Fritz', 'Aetna', 5402.658842425022, 455, 'Emergency', '2021-05-18', 'Lipitor', 'Inconclusive'),
('jImMy arNolD', 67, 'Male', 'B-', 'Asthma', '2023-04-20', 'Roger Brown', 'Lewis-Greene', 'Blue Cross', 14571.42279970705, 116, 'Emergency', '2023-05-07', 'Penicillin', 'Inconclusive'),
('WIlLiaM HerRERA', 37, 'Female', 'O-', 'Asthma', '2019-08-30', 'Jennifer Paul', 'Perry-Hayes', 'UnitedHealthcare', 46400.478724267145, 481, 'Emergency', '2019-09-13', 'Penicillin', 'Inconclusive'),
('BRADLEY PHaM', 37, 'Male', 'AB+', 'Obesity', '2023-06-11', 'Alexandra Ramos', 'Meyers-Hicks', 'UnitedHealthcare', 10029.203289244222, 137, 'Urgent', '2023-06-15', 'Ibuprofen', 'Normal'),
('PaULA MonTOYA', 45, 'Female', 'O+', 'Diabetes', '2021-04-23', 'Michelle Gilbert', 'Nicholson-Perez', 'Aetna', 38146.99968675789, 491, 'Urgent', '2021-05-11', 'Aspirin', 'Abnormal'),
('KAReN FeRGUSon', 57, 'Male', 'O+', 'Obesity', '2024-01-24', 'Teresa Carroll', 'Thompson-Jones', 'Blue Cross', 39379.01531675196, 177, 'Urgent', '2024-02-17', 'Paracetamol', 'Abnormal'),
('kiMBERLY nElSOn', 72, 'Male', 'B-', 'Arthritis', '2021-11-27', 'Russell Miles', 'Shaw-Mullins', 'Blue Cross', 367.98880352098706, 142, 'Urgent', '2021-12-08', 'Lipitor', 'Abnormal'),
('joSePH BROOks', 29, 'Female', 'O-', 'Cancer', '2021-04-16', 'David Gonzalez', 'PLC Williams', 'Blue Cross', 6006.059966564103, 113, 'Urgent', '2021-04-30', 'Aspirin', 'Normal'),
('CalEB BrANch', 77, 'Female', 'B-', 'Asthma', '2021-08-25', 'Nina Stephens', 'Bradshaw-Meadows', 'Aetna', 7271.644184242494, 352, 'Elective', '2021-08-26', 'Aspirin', 'Abnormal'),
('ChRiSTopHEr tHoMas', 43, 'Female', 'AB+', 'Hypertension', '2021-05-19', 'Angela Richard', 'LLC Ferrell', 'Medicare', 8590.190771961148, 350, 'Emergency', '2021-05-30', 'Paracetamol', 'Normal'),
('jEReMy bArRett', 19, 'Female', 'A+', 'Cancer', '2021-10-03', 'Andrew Collins', 'Weaver-Figueroa', 'Medicare', 18563.447617777707, 242, 'Emergency', '2021-10-15', 'Ibuprofen', 'Abnormal'),
('rIChARd SANCHEz', 57, 'Female', 'B+', 'Cancer', '2022-05-27', 'Meghan Mccullough', 'Hill-Bowman', 'Blue Cross', 40700.10206381887, 285, 'Urgent', '2022-06-22', 'Penicillin', 'Abnormal'),
('antHonY RAy', 72, 'Male', 'O-', 'Asthma', '2021-04-21', 'Antonio Mcdonald', 'Fuller-Gilbert', 'Medicare', 27271.219659321076, 204, 'Emergency', '2021-05-17', 'Aspirin', 'Abnormal'),
('benjAmIN TAyLoR', 71, 'Female', 'A+', 'Diabetes', '2023-11-12', 'Anthony Robinson', 'Davis Garcia, and Gay', 'Medicare', 11242.742595117752, 389, 'Emergency', '2023-11-13', 'Paracetamol', 'Normal'),
('JAmIe laMB', 30, 'Female', 'A-', 'Obesity', '2023-09-30', 'Dawn Ward', 'Cole-Montgomery', 'UnitedHealthcare', 23082.23799967846, 314, 'Urgent', '2023-10-12', 'Aspirin', 'Inconclusive'),
('DuStiN MCLaUghLiN', 74, 'Female', 'A-', 'Asthma', '2024-04-01', 'Sarah Patterson', 'Group Owens', 'UnitedHealthcare', 11124.838925592923, 447, 'Elective', '2024-04-17', 'Ibuprofen', 'Inconclusive'),
('TEreSa GReEN', 77, 'Male', 'O-', 'Asthma', '2020-11-18', 'Daniel Livingston', 'PLC Brooks', 'Cigna', 12721.900606759871, 364, 'Emergency', '2020-12-11', 'Aspirin', 'Normal'),
('cOdy maHOnEy', 77, 'Female', 'B-', 'Obesity', '2022-03-24', 'Randy Shea', 'Massey, and Snyder Bell', 'Aetna', 45956.22629779394, 111, 'Elective', '2022-04-21', 'Penicillin', 'Abnormal'),
('MOllY MenDEZ', 70, 'Male', 'O+', 'Hypertension', '2022-12-04', 'Kathryn Humphrey', 'Ltd Malone', 'Cigna', 18646.948891097796, 304, 'Emergency', '2022-12-12', 'Lipitor', 'Abnormal'),
('AMy thOMaS', 48, 'Female', 'A+', 'Arthritis', '2024-01-06', 'John Cruz', 'Martinez-Potter', 'Medicare', 5030.845781498045, 252, 'Urgent', '2024-01-20', 'Ibuprofen', 'Inconclusive'),
('wILlIam SMItH', 56, 'Male', 'B+', 'Diabetes', '2021-11-16', 'Amy Taylor', 'Mckenzie-Miller', 'Medicare', 6860.887731132408, 302, 'Urgent', '2021-12-10', 'Ibuprofen', 'Abnormal'),
('RIcHard york', 83, 'Male', 'O-', 'Obesity', '2019-07-20', 'Steven Morales', 'Garcia-Farmer', 'Blue Cross', 25857.538782583117, 339, 'Emergency', '2019-08-07', 'Penicillin', 'Inconclusive'),
('meGAN pauL', 70, 'Female', 'O+', 'Arthritis', '2020-08-31', 'Paula Anderson', 'PLC Richard', 'Aetna', 13575.163626456297, 246, 'Elective', '2020-09-09', 'Lipitor', 'Inconclusive'),
('JoshuA DavIS', 70, 'Male', 'O-', 'Obesity', '2023-05-25', 'Lisa Horne', 'Jones-Johnson', 'Blue Cross', 2168.1701099628654, 287, 'Elective', '2023-06-10', 'Ibuprofen', 'Inconclusive'),
('saMuEl REeD', 79, 'Male', 'AB+', 'Asthma', '2022-09-21', 'Ashley Johnston', 'Stephenson-Cruz', 'Medicare', 10581.42862969242, 334, 'Elective', '2022-10-15', 'Penicillin', 'Abnormal'),
('jOsHUa aNDeRson', 82, 'Male', 'A+', 'Hypertension', '2019-11-01', 'Patricia Cole', 'Taylor and Scott Bowman,', 'Medicare', 48687.01013698123, 453, 'Elective', '2019-11-20', 'Penicillin', 'Abnormal'),
('ANdREw mARSHaLl', 70, 'Male', 'AB+', 'Arthritis', '2021-04-04', 'Robert Garcia', 'Anderson-Cox', 'Blue Cross', 24692.839105097082, 362, 'Emergency', '2021-04-16', 'Penicillin', 'Abnormal'),
('JoAn MILler', 31, 'Male', 'A+', 'Hypertension', '2020-04-04', 'Cynthia Wright', 'Inc Garcia', 'Blue Cross', 40818.29695847703, 158, 'Elective', '2020-04-05', 'Ibuprofen', 'Abnormal'),
('krIsTiN frY', 36, 'Female', 'B-', 'Hypertension', '2021-09-17', 'Phillip Harris', 'Harper Ltd', 'Blue Cross', 14854.849983920363, 314, 'Emergency', '2021-09-25', 'Aspirin', 'Inconclusive'),
('jASMine OLiVER', 85, 'Female', 'A-', 'Arthritis', '2023-01-03', 'Christopher Johnson', 'Smith-Mack', 'Blue Cross', 28906.05068260603, 267, 'Emergency', '2023-01-04', 'Aspirin', 'Abnormal'),
('tRACY joHNSOn', 54, 'Female', 'O+', 'Hypertension', '2019-07-14', 'Lisa Gonzales', 'Inc Moore', 'Aetna', 21439.12156317849, 363, 'Elective', '2019-07-15', 'Lipitor', 'Inconclusive'),
('DALToN dAvis', 74, 'Female', 'A+', 'Obesity', '2021-07-03', 'Jessica Page', 'Jones, Walker Moore and', 'Blue Cross', 37957.26659971875, 138, 'Elective', '2021-07-24', 'Aspirin', 'Normal'),
('jOHnnY galLEgoS', 78, 'Female', 'B+', 'Diabetes', '2022-10-31', 'Timothy Salazar', 'Greene-Garrett', 'Blue Cross', 11702.119983326233, 462, 'Emergency', '2022-11-25', 'Lipitor', 'Abnormal'),
('chRiSTopHeR AGUiLAr', 62, 'Male', 'O+', 'Diabetes', '2019-12-22', 'Tamara Mckee', 'Simpson-Brown', 'Medicare', 17243.698276402374, 145, 'Urgent', '2020-01-12', 'Ibuprofen', 'Inconclusive'),
('lauRen REeD', 59, 'Female', 'A-', 'Diabetes', '2022-04-04', 'Brittney Roberson', 'Fritz-Cox', 'Cigna', 41851.423366199015, 331, 'Urgent', '2022-04-13', 'Aspirin', 'Normal'),
('KImBeRly CArpenTer', 36, 'Female', 'B+', 'Obesity', '2023-06-05', 'Robert Mack', 'Sanchez-Lopez', 'Blue Cross', 26725.433219464805, 404, 'Elective', '2023-06-25', 'Ibuprofen', 'Inconclusive'),
('cHeRyl heRrera', 75, 'Male', 'A-', 'Obesity', '2020-04-05', 'Larry Boyd', 'Cooper Gomez, and Simmons', 'Medicare', 28518.428021042633, 149, 'Urgent', '2020-04-11', 'Ibuprofen', 'Normal'),
('marIA REEd', 40, 'Male', 'B+', 'Obesity', '2023-11-27', 'Michelle Jackson', 'Hodge-Thomas', 'Medicare', 26816.70586290615, 353, 'Urgent', '2023-12-03', 'Aspirin', 'Inconclusive'),
('eRic HendeRson', 74, 'Female', 'A-', 'Asthma', '2020-03-08', 'Allison Stone', 'and Wright, Coffey Eaton', 'Aetna', 8920.640117692266, 212, 'Elective', '2020-04-05', 'Aspirin', 'Abnormal'),
('JenNiFeR grIMES', 46, 'Female', 'O+', 'Asthma', '2023-08-30', 'William Gillespie', 'Johnson-Gutierrez', 'Cigna', 2951.2802842332176, 130, 'Elective', '2023-09-01', 'Ibuprofen', 'Normal'),
('sAMantHA NguYeN', 70, 'Female', 'AB+', 'Diabetes', '2019-11-23', 'Wayne Morales', 'Ward, and Clarke Ayala', 'Aetna', 7003.643782467946, 428, 'Elective', '2019-12-01', 'Aspirin', 'Abnormal'),
('eLIZabETH wANg', 74, 'Female', 'AB-', 'Diabetes', '2021-07-05', 'David Johnson', 'Little Moore, Ellis and', 'Cigna', 32667.246523797825, 415, 'Emergency', '2021-07-15', 'Paracetamol', 'Abnormal'),
('jaSon yOung', 63, 'Male', 'B-', 'Cancer', '2020-06-23', 'Mark Mcknight', 'Inc Jackson', 'Aetna', 47329.720557022076, 388, 'Emergency', '2020-07-11', 'Ibuprofen', 'Abnormal'),
('JoHn smiTH', 45, 'Male', 'AB-', 'Diabetes', '2022-06-03', 'Anthony Huff', 'and Sons Alexander', 'Aetna', 33698.396316036866, 152, 'Elective', '2022-06-09', 'Aspirin', 'Inconclusive'),
('jILL frItZ', 57, 'Female', 'A+', 'Arthritis', '2022-04-21', 'Gregory Burke', 'Ltd Owens', 'Cigna', 41796.26875528395, 376, 'Elective', '2022-05-09', 'Ibuprofen', 'Normal'),
('kaThRyn Rowe', 68, 'Male', 'AB-', 'Cancer', '2020-11-16', 'Jerry Walker', 'King-Powell', 'Cigna', 46597.28621146998, 320, 'Elective', '2020-11-18', 'Lipitor', 'Inconclusive'),
('PauL rOss', 85, 'Male', 'A-', 'Hypertension', '2023-09-16', 'Deborah Kennedy', 'Small-Simmons', 'UnitedHealthcare', 1041.715022639426, 387, 'Urgent', '2023-10-04', 'Paracetamol', 'Normal'),
('JessicA oRoZcO', 85, 'Male', 'A-', 'Diabetes', '2023-11-06', 'Daniel Rose', 'Figueroa Gibson Hess, and', 'Blue Cross', 39828.21731895347, 110, 'Emergency', '2023-11-26', 'Lipitor', 'Normal'),
('LAuRen DIxOn', 42, 'Male', 'AB+', 'Hypertension', '2023-12-21', 'Denise Richardson', 'Torres-Jones', 'Cigna', 9994.752013186859, 370, 'Emergency', '2024-01-03', 'Aspirin', 'Normal'),
('jEnniFER naVArrO', 70, 'Female', 'AB-', 'Arthritis', '2021-01-30', 'Nicholas Wolf', 'Trujillo-Newman', 'Aetna', 29254.050319889582, 446, 'Elective', '2021-02-13', 'Paracetamol', 'Abnormal'),
('VICToRIA AndERSOn', 59, 'Male', 'B+', 'Cancer', '2024-03-25', 'Sandra Hanson', 'Taylor Hughes and Smith,', 'Aetna', 20268.68168380596, 237, 'Urgent', '2024-04-22', 'Aspirin', 'Normal'),
('BLakE hayES', 59, 'Female', 'B-', 'Hypertension', '2023-06-23', 'Carrie Fisher', 'Friedman-Smith', 'Blue Cross', 19904.838131001536, 262, 'Urgent', '2023-06-26', 'Lipitor', 'Abnormal'),
('josHUa wilLIamSon', 72, 'Female', 'B-', 'Diabetes', '2021-03-21', 'Wendy Ramos', 'and Huff Reeves, Dennis', 'Blue Cross', -576.7279068246007, 369, 'Urgent', '2021-04-17', 'Aspirin', 'Abnormal'),
('MARIe WILKINS', 50, 'Female', 'O-', 'Hypertension', '2021-12-10', 'Douglas Martinez', 'Lopez-Wilson', 'UnitedHealthcare', 19564.11447822695, 135, 'Urgent', '2022-01-05', 'Penicillin', 'Normal'),
('TREvOr HaLL', 70, 'Male', 'AB-', 'Hypertension', '2021-01-13', 'Chad Johnson', 'Ltd Montes', 'Cigna', 41755.661959870464, 104, 'Emergency', '2021-02-04', 'Penicillin', 'Abnormal'),
('tAmAra toDd', 70, 'Female', 'O-', 'Obesity', '2019-09-02', 'Johnny Reed', 'Bradford-Andrews', 'Cigna', 23792.250161739168, 376, 'Emergency', '2019-09-14', 'Aspirin', 'Normal'),
('sTepHANie PAlmer', 78, 'Male', 'B+', 'Obesity', '2020-10-06', 'Clinton Edwards', 'Walker Ltd', 'UnitedHealthcare', 50015.40973041224, 468, 'Elective', '2020-10-07', 'Ibuprofen', 'Normal'),
('ISaIaH RichaRdSON', 68, 'Male', 'O+', 'Diabetes', '2021-03-25', 'Steven Hubbard', 'Mcintyre-Beasley', 'UnitedHealthcare', 22355.77886186235, 301, 'Emergency', '2021-03-31', 'Aspirin', 'Inconclusive'),
('PAuL WATkiNs', 28, 'Male', 'O+', 'Diabetes', '2021-01-10', 'Gary Kerr', 'Nelson and Sons', 'Blue Cross', 40333.87289636477, 483, 'Emergency', '2021-01-16', 'Penicillin', 'Inconclusive');
INSERT INTO `healthcare_dataset` (`Name`, `Age`, `Gender`, `BloodType`, `MedicalCondition`, `DateofAdmission`, `Doctor`, `Hospital`, `InsuranceProvider`, `BillingAmount`, `RoomNumber`, `AdmissionType`, `DischargeDate`, `Medication`, `TestResults`) VALUES
('allISON CrosBy', 47, 'Female', 'O-', 'Cancer', '2021-09-23', 'Anna Gallagher', 'Williams, Lopez David and', 'Blue Cross', 8982.431490890662, 460, 'Urgent', '2021-09-25', 'Lipitor', 'Abnormal'),
('maTthEW wiLliamsON', 69, 'Male', 'A+', 'Cancer', '2021-04-02', 'Christian Richardson', 'King-Fowler', 'UnitedHealthcare', 10276.908691971597, 484, 'Emergency', '2021-05-01', 'Aspirin', 'Normal'),
('melIssa maYnaRD', 77, 'Male', 'AB-', 'Diabetes', '2022-01-03', 'Maria Parker', 'Herrera-Vance', 'Aetna', 27741.4959600932, 491, 'Elective', '2022-01-25', 'Lipitor', 'Inconclusive'),
('TarA LI', 37, 'Female', 'O+', 'Cancer', '2023-01-18', 'Kurt Flowers', 'Pratt Inc', 'Aetna', 25816.41988975139, 130, 'Emergency', '2023-02-04', 'Aspirin', 'Inconclusive'),
('KaylA CLArK', 70, 'Female', 'B+', 'Obesity', '2020-02-19', 'Chris Klein', 'Butler Group', 'Medicare', 9218.642406821644, 402, 'Urgent', '2020-03-02', 'Ibuprofen', 'Abnormal'),
('CARLa GoNzaLEz', 47, 'Male', 'AB-', 'Cancer', '2021-09-21', 'Richard Mejia', 'Jimenez, and Miller Perry', 'Cigna', 36677.19663727958, 396, 'Urgent', '2021-09-24', 'Paracetamol', 'Inconclusive'),
('JeREmY neLson', 74, 'Male', 'A-', 'Cancer', '2023-06-13', 'Christopher Williams', 'Humphrey Ltd', 'Aetna', 27052.75180534172, 294, 'Urgent', '2023-07-08', 'Penicillin', 'Normal'),
('anDrew JAMeS', 38, 'Female', 'AB+', 'Obesity', '2022-04-29', 'Ann Sheppard', 'Rogers Chen Gordon, and', 'Blue Cross', 17741.25475291349, 450, 'Urgent', '2022-05-26', 'Lipitor', 'Abnormal'),
('MeLISSa ROdrIGUeZ', 58, 'Female', 'O-', 'Arthritis', '2021-11-21', 'Sherry Cisneros', 'Green Sons and', 'Medicare', 23025.6209249771, 422, 'Urgent', '2021-11-28', 'Aspirin', 'Abnormal'),
('jeREmiaH maRtInEz', 28, 'Female', 'A+', 'Cancer', '2020-08-14', 'Wendy Moreno', 'and Johnson Perez, Hernandez', 'Cigna', 43095.33418064013, 220, 'Elective', '2020-08-30', 'Aspirin', 'Normal'),
('Tyler brEwER', 82, 'Male', 'O+', 'Hypertension', '2023-12-16', 'Brian Farmer', 'Mosley Ltd', 'Cigna', 29409.4891391001, 482, 'Emergency', '2024-01-04', 'Aspirin', 'Inconclusive'),
('CaRrie ObRIeN', 75, 'Male', 'A-', 'Arthritis', '2024-04-17', 'Jason Torres', 'and Franklin Moore Campbell,', 'Blue Cross', 10820.781601751798, 207, 'Urgent', '2024-05-17', 'Penicillin', 'Normal'),
('DeBorAH DAvis', 47, 'Male', 'A+', 'Diabetes', '2021-08-15', 'Joshua Schwartz', 'PLC Conner', 'Cigna', 50063.81995223288, 449, 'Urgent', '2021-09-04', 'Aspirin', 'Inconclusive'),
('mICHellE lOpEZ', 50, 'Male', 'O-', 'Cancer', '2022-10-09', 'Shawn Hicks', 'and Sons Wright', 'Medicare', 18164.706434788593, 174, 'Urgent', '2022-10-18', 'Ibuprofen', 'Abnormal'),
('kaTHRyN bOyd', 20, 'Female', 'O+', 'Asthma', '2021-01-24', 'Chelsea Hester', 'Harris-Farrell', 'Medicare', 32166.967383439547, 292, 'Emergency', '2021-02-14', 'Paracetamol', 'Abnormal'),
('STaCEy HuFFmAn', 78, 'Male', 'O+', 'Diabetes', '2023-04-23', 'Caitlin Romero', 'Barrett PLC', 'Medicare', 45722.07363304577, 479, 'Urgent', '2023-05-03', 'Penicillin', 'Inconclusive'),
('kaTHrYN yOuNg', 79, 'Female', 'O+', 'Diabetes', '2022-08-23', 'Todd Lowe', 'Smith and Delacruz, Poole', 'Blue Cross', 34828.81274233561, 384, 'Emergency', '2022-09-18', 'Lipitor', 'Normal'),
('bRIttnEy wEISS', 54, 'Female', 'O-', 'Hypertension', '2020-01-13', 'Brooke Hill', 'Newman-Martinez', 'Medicare', 43457.08377781696, 249, 'Elective', '2020-02-03', 'Paracetamol', 'Abnormal'),
('JaMIE DOYle', 65, 'Female', 'AB+', 'Cancer', '2019-05-16', 'Brian Callahan', 'Floyd-Hayes', 'Cigna', 50240.703418287754, 389, 'Elective', '2019-06-07', 'Paracetamol', 'Abnormal'),
('jESSE WeBer', 45, 'Male', 'B+', 'Diabetes', '2020-01-13', 'Paul Jones', 'and Anderson, Berry Franklin', 'Cigna', 21899.499063067757, 210, 'Urgent', '2020-02-04', 'Aspirin', 'Inconclusive'),
('ErIC taYlOR', 77, 'Male', 'O+', 'Cancer', '2022-11-17', 'Robert Jones', 'Rice and Ochoa Parker,', 'UnitedHealthcare', 6558.037908836682, 136, 'Elective', '2022-11-26', 'Lipitor', 'Normal'),
('coURtNey jONES', 57, 'Male', 'A-', 'Arthritis', '2022-03-30', 'Henry Cardenas', 'and Lopez Sons', 'Medicare', 15197.304154813039, 281, 'Elective', '2022-04-11', 'Penicillin', 'Abnormal'),
('JameS HUdsOn', 61, 'Male', 'O+', 'Obesity', '2022-09-07', 'William Cohen', 'Sullivan Group', 'Aetna', 32365.231654905892, 256, 'Elective', '2022-09-09', 'Penicillin', 'Normal'),
('ThOmAS Sharp', 51, 'Female', 'B+', 'Arthritis', '2022-06-15', 'Cheryl Gonzalez', 'LLC Mason', 'Blue Cross', 50506.097770984125, 410, 'Emergency', '2022-06-25', 'Penicillin', 'Inconclusive'),
('WEslEy harRINgTON', 53, 'Female', 'AB-', 'Asthma', '2022-07-10', 'Jennifer Hartman', 'Bryan Inc', 'UnitedHealthcare', 39201.821177162274, 346, 'Emergency', '2022-08-05', 'Aspirin', 'Abnormal'),
('wENdy LOng', 20, 'Female', 'A+', 'Diabetes', '2024-04-12', 'Susan Hansen', 'and Ross, Crosby Caldwell', 'UnitedHealthcare', 16521.901425304353, 254, 'Urgent', '2024-04-20', 'Lipitor', 'Normal'),
('DOUGlas faRleY', 85, 'Male', 'AB-', 'Diabetes', '2022-01-24', 'Dennis Torres', 'LLC Baker', 'Aetna', 45206.781566328624, 320, 'Urgent', '2022-02-13', 'Penicillin', 'Normal'),
('dana haRdY', 51, 'Male', 'A-', 'Hypertension', '2019-07-10', 'Pamela Hayes', 'Gonzalez Sons and', 'Aetna', 50463.976446987406, 191, 'Emergency', '2019-08-03', 'Penicillin', 'Inconclusive'),
('mArGARET KLeIn', 83, 'Female', 'A+', 'Hypertension', '2023-04-09', 'Antonio Torres', 'Fritz-Evans', 'Cigna', 47405.76966932228, 267, 'Emergency', '2023-05-06', 'Ibuprofen', 'Normal'),
('kRISteN anDERsOn', 23, 'Female', 'B+', 'Asthma', '2023-04-20', 'James Parker', 'and May Sons', 'Cigna', 2207.034569931243, 234, 'Elective', '2023-05-19', 'Lipitor', 'Inconclusive'),
('JULIa edWaRdS', 57, 'Male', 'B-', 'Asthma', '2020-12-01', 'Chad Newman', 'Dawson-Williams', 'Aetna', 4808.313012866691, 233, 'Emergency', '2020-12-28', 'Ibuprofen', 'Normal'),
('KEViN pOwEll', 51, 'Female', 'O+', 'Arthritis', '2022-08-13', 'Raven Lewis', 'Bishop, Wright and Wright', 'Cigna', 47173.49197783474, 468, 'Urgent', '2022-09-02', 'Aspirin', 'Abnormal'),
('CHArlEs GOnZALEz', 42, 'Female', 'O+', 'Asthma', '2024-04-06', 'Olivia Hill', 'Reed-Guzman', 'Cigna', 43317.62042303469, 408, 'Elective', '2024-04-24', 'Aspirin', 'Normal'),
('meGan bASS', 24, 'Male', 'AB+', 'Arthritis', '2019-06-17', 'Phillip Huff', 'Patrick-White', 'UnitedHealthcare', 42201.90065509918, 213, 'Urgent', '2019-06-19', 'Paracetamol', 'Abnormal'),
('DR. cHristinE PatEL', 27, 'Female', 'O-', 'Arthritis', '2020-03-04', 'David Lynch', 'Chavez Kennedy, and Hensley', 'Medicare', 45269.40738711006, 181, 'Emergency', '2020-03-31', 'Ibuprofen', 'Normal'),
('ricArdO MiLLeR', 59, 'Male', 'O+', 'Cancer', '2021-05-23', 'Gregory Martin MD', 'Ltd Vaughn', 'Aetna', 7101.970384749949, 108, 'Urgent', '2021-06-09', 'Ibuprofen', 'Normal'),
('DEnNis MelEnDEZ', 63, 'Male', 'O+', 'Diabetes', '2020-12-03', 'Kristen Woods', 'Hill-Rogers', 'Aetna', 6395.246268325094, 204, 'Emergency', '2020-12-12', 'Lipitor', 'Normal'),
('KeLLY rIoS', 65, 'Male', 'O-', 'Cancer', '2021-02-07', 'Karl Bennett', 'Green, Silva Singleton and', 'Medicare', 27143.38998705602, 287, 'Elective', '2021-02-22', 'Penicillin', 'Inconclusive'),
('KERrI CalDWeLl', 50, 'Male', 'O-', 'Cancer', '2021-07-11', 'Michael Burns', 'PLC Dorsey', 'Aetna', 15013.784698404903, 210, 'Elective', '2021-07-26', 'Lipitor', 'Abnormal'),
('DANa pOttEr', 49, 'Female', 'B+', 'Hypertension', '2022-06-14', 'Samuel Navarro', 'Jones Ltd', 'Cigna', 9955.316284295965, 137, 'Urgent', '2022-06-19', 'Paracetamol', 'Normal'),
('PAuL HARRIs', 51, 'Male', 'AB+', 'Obesity', '2021-02-07', 'Steven Mack', 'Group Brown', 'Aetna', 10871.616877446104, 231, 'Elective', '2021-02-23', 'Paracetamol', 'Abnormal'),
('BRIan WILsoN', 62, 'Male', 'A-', 'Arthritis', '2019-07-28', 'Gary Yang', 'Martinez-Gonzalez', 'UnitedHealthcare', 20944.9529230558, 429, 'Elective', '2019-08-21', 'Lipitor', 'Normal'),
('CLAUdia gaRCIa', 33, 'Female', 'B+', 'Obesity', '2020-05-24', 'Travis Garcia', 'Acosta Weeks Yates, and', 'Medicare', 5036.830970466603, 296, 'Emergency', '2020-05-26', 'Ibuprofen', 'Normal'),
('tIMotHy SanCHEZ', 27, 'Female', 'A-', 'Asthma', '2020-03-28', 'Mrs. Olivia Wood DVM', 'Cobb Rubio, Williamson and', 'Aetna', 47087.82738021887, 310, 'Elective', '2020-04-25', 'Ibuprofen', 'Inconclusive'),
('SHARoN jeNkIns DVM', 34, 'Male', 'AB+', 'Diabetes', '2021-11-08', 'Jeremy Baker', 'Black LLC', 'Blue Cross', 8852.587402613439, 406, 'Elective', '2021-11-09', 'Penicillin', 'Inconclusive'),
('kiMberlY COntreraS', 50, 'Female', 'B+', 'Obesity', '2021-01-16', 'Glenda Delgado', 'Clayton LLC', 'UnitedHealthcare', 10283.183990248315, 386, 'Urgent', '2021-01-27', 'Ibuprofen', 'Normal'),
('LEaH mErCER', 26, 'Female', 'B-', 'Diabetes', '2021-07-13', 'Margaret Peterson', 'and Fleming, Brown Short', 'Medicare', 37500.87146703649, 452, 'Urgent', '2021-07-16', 'Penicillin', 'Inconclusive'),
('jAMIE DUraN', 47, 'Male', 'O-', 'Asthma', '2021-05-30', 'Richard Rodriguez', 'Sons and Dominguez', 'Blue Cross', 18465.920352652338, 381, 'Emergency', '2021-06-23', 'Penicillin', 'Normal'),
('DenIse mCgUIRE', 40, 'Female', 'AB-', 'Arthritis', '2023-02-14', 'Thomas Hamilton', 'Monroe-Morris', 'UnitedHealthcare', 37657.55181413199, 442, 'Urgent', '2023-02-23', 'Ibuprofen', 'Inconclusive'),
('KEVin kIm', 84, 'Male', 'A+', 'Cancer', '2020-01-23', 'Mackenzie Hammond', 'Brown, Stevens Tran and', 'Medicare', 39156.12021994612, 146, 'Elective', '2020-02-21', 'Aspirin', 'Inconclusive'),
('jUlIe wHITE', 72, 'Female', 'O-', 'Asthma', '2023-09-23', 'Miranda Fry', 'Gibson Ltd', 'Cigna', 40459.998018830316, 455, 'Urgent', '2023-09-26', 'Ibuprofen', 'Normal'),
('ANTHoNY hOusE', 18, 'Female', 'O+', 'Hypertension', '2020-09-02', 'Michael Brown', 'Miller-Robinson', 'Aetna', 46334.88194177711, 338, 'Elective', '2020-09-16', 'Paracetamol', 'Normal'),
('mArY FloRes', 18, 'Female', 'A-', 'Obesity', '2023-08-14', 'Diana Willis', 'Ferguson and Benton, Moore', 'Medicare', 19359.61462097256, 150, 'Urgent', '2023-09-11', 'Ibuprofen', 'Abnormal'),
('MIcHaeL rObiNSON', 40, 'Female', 'O+', 'Arthritis', '2021-09-23', 'James Crawford', 'PLC Brooks', 'Blue Cross', 5621.4748644335905, 129, 'Emergency', '2021-09-30', 'Ibuprofen', 'Normal'),
('OScAR browN', 62, 'Female', 'AB-', 'Hypertension', '2020-06-11', 'Heidi Estrada', 'Brown Cochran and Murphy,', 'Medicare', 20619.889336259148, 281, 'Emergency', '2020-07-06', 'Aspirin', 'Abnormal'),
('mIChael jEnSen', 33, 'Male', 'A+', 'Diabetes', '2020-06-26', 'Eric Colon', 'Rangel-Barton', 'UnitedHealthcare', 48607.41857599775, 118, 'Elective', '2020-07-17', 'Penicillin', 'Inconclusive'),
('eRICA ANDErsoN', 80, 'Male', 'AB-', 'Cancer', '2021-05-14', 'Wendy Flores', 'Andrade, Johnson Watts and', 'Medicare', 18153.822726229006, 391, 'Emergency', '2021-05-22', 'Ibuprofen', 'Inconclusive'),
('Ryan HoFFman', 76, 'Male', 'O+', 'Arthritis', '2020-05-27', 'Danielle Lee', 'Reynolds and Ward, Wise', 'UnitedHealthcare', 26862.523328164152, 212, 'Urgent', '2020-06-01', 'Ibuprofen', 'Inconclusive'),
('sHaNnon GAY', 53, 'Female', 'O-', 'Asthma', '2022-01-11', 'Lucas Lewis', 'Clark-Stewart', 'Cigna', 29864.238995214208, 493, 'Urgent', '2022-01-14', 'Aspirin', 'Normal'),
('ANDrEW morgan', 37, 'Female', 'B+', 'Asthma', '2022-11-12', 'Anna Chapman', 'Smith-Prince', 'UnitedHealthcare', 33211.67837538979, 392, 'Urgent', '2022-11-21', 'Penicillin', 'Normal'),
('mIcHAEL RicE', 80, 'Female', 'A-', 'Diabetes', '2023-10-23', 'Gabriel Booker', 'Inc Navarro', 'Aetna', 26760.94186853952, 309, 'Urgent', '2023-11-15', 'Paracetamol', 'Normal'),
('cHaRLes Knapp', 56, 'Male', 'A+', 'Asthma', '2020-03-25', 'Andrew Whitehead', 'Mcclure-Sparks', 'Medicare', 7334.591731002836, 267, 'Elective', '2020-04-05', 'Aspirin', 'Abnormal'),
('amaNdA SWaNsoN', 43, 'Male', 'AB+', 'Hypertension', '2023-08-24', 'Suzanne Butler', 'Reyes-Gutierrez', 'UnitedHealthcare', 23483.586373538266, 146, 'Elective', '2023-09-13', 'Paracetamol', 'Normal'),
('barbarA KhaN', 41, 'Male', 'O+', 'Hypertension', '2020-10-06', 'Julie Henderson', 'Stevens, Hudson and Simmons', 'Medicare', 12502.754130054718, 197, 'Emergency', '2020-10-12', 'Penicillin', 'Abnormal'),
('MIchAEl WIlsOn', 55, 'Male', 'O+', 'Asthma', '2022-05-12', 'Linda Rogers', 'Fowler Ltd', 'Cigna', 7602.570703576844, 244, 'Urgent', '2022-05-15', 'Aspirin', 'Abnormal'),
('ELIzabEth morAn', 37, 'Male', 'A+', 'Asthma', '2022-12-15', 'Jeffrey Chandler', 'Powers Wyatt and Underwood,', 'Medicare', 40831.047619265104, 297, 'Urgent', '2023-01-13', 'Penicillin', 'Inconclusive'),
('JEFFErY IbARrA', 61, 'Female', 'B-', 'Hypertension', '2022-04-02', 'Melissa Shields', 'and Lawson Sons', 'Aetna', 25447.57894614389, 248, 'Emergency', '2022-04-09', 'Penicillin', 'Inconclusive'),
('AlYSSA meNDoZA', 49, 'Female', 'AB+', 'Hypertension', '2021-06-13', 'Renee Wilson', 'and Huang, Alvarez Gray', 'Cigna', 16666.09709660517, 447, 'Urgent', '2021-07-11', 'Ibuprofen', 'Normal'),
('niCOle jAcKSoN', 58, 'Male', 'A-', 'Cancer', '2020-06-03', 'Joshua Gill', 'LLC Miller', 'Blue Cross', 20402.05234961675, 414, 'Elective', '2020-06-05', 'Lipitor', 'Inconclusive'),
('DAvId NELsoN', 20, 'Male', 'O+', 'Hypertension', '2021-02-09', 'Stephanie Smith', 'Brown-Zimmerman', 'Blue Cross', 30140.928723106696, 314, 'Urgent', '2021-03-06', 'Paracetamol', 'Normal'),
('howaRd tAyLOR', 59, 'Female', 'O-', 'Hypertension', '2021-03-11', 'Patricia Munoz', 'Thomas-Schneider', 'Medicare', 8267.938833983051, 390, 'Elective', '2021-03-14', 'Paracetamol', 'Abnormal'),
('MR. BRANdon beRnARd', 18, 'Male', 'B-', 'Asthma', '2020-02-24', 'Amanda Richardson', 'Hayden-Day', 'Medicare', 12204.230845462798, 260, 'Elective', '2020-03-03', 'Paracetamol', 'Abnormal'),
('pAtRICk WhItE', 84, 'Female', 'A-', 'Obesity', '2020-07-03', 'Samantha Baker', 'Perkins and Gomez Collins,', 'Cigna', 5228.633031453589, 342, 'Elective', '2020-07-27', 'Paracetamol', 'Inconclusive'),
('MadiSON Lee', 53, 'Female', 'AB-', 'Cancer', '2019-11-12', 'Jeffrey Nguyen', 'Sons and Drake', 'UnitedHealthcare', 43886.595993000556, 431, 'Urgent', '2019-12-04', 'Paracetamol', 'Inconclusive'),
('roBin lOPEZ', 22, 'Male', 'O+', 'Asthma', '2020-07-31', 'Mary Gordon', 'and Lopez Dean, Rowland', 'Medicare', 17869.42713892634, 332, 'Urgent', '2020-08-14', 'Ibuprofen', 'Abnormal'),
('maRcUs kINg', 54, 'Male', 'A-', 'Diabetes', '2023-09-01', 'Brian Nelson', 'Hays Inc', 'Medicare', 2748.550967419224, 286, 'Urgent', '2023-09-20', 'Lipitor', 'Abnormal'),
('bIll cuNningHam', 79, 'Female', 'AB+', 'Cancer', '2022-10-14', 'Erica Mckay', 'Bridges-Anthony', 'Aetna', 3028.8257841035593, 157, 'Emergency', '2022-10-28', 'Penicillin', 'Normal'),
('jaSOn GoNZalEs', 63, 'Male', 'A+', 'Arthritis', '2019-11-02', 'Jessica Cox', 'Sons Wood and', 'Blue Cross', 16762.407921600676, 114, 'Emergency', '2019-11-08', 'Lipitor', 'Normal'),
('THoMAs DAvIs', 70, 'Female', 'B-', 'Diabetes', '2022-07-17', 'Philip Rhodes', 'Carter Lowe Benitez, and', 'Aetna', 15689.897793599714, 429, 'Emergency', '2022-07-28', 'Aspirin', 'Normal'),
('aprIl DEAN', 27, 'Female', 'AB+', 'Obesity', '2021-08-03', 'Kenneth Jackson', 'Floyd, and Johnson Miller', 'Aetna', 22579.839968191296, 169, 'Urgent', '2021-08-27', 'Penicillin', 'Abnormal'),
('davID BaRnett', 81, 'Female', 'O+', 'Asthma', '2021-09-19', 'Deanna Kim', 'Willis Stewart, and Warner', 'Medicare', 7701.043313670002, 438, 'Emergency', '2021-10-07', 'Penicillin', 'Normal'),
('RhONDA GRiffIn', 58, 'Female', 'A+', 'Obesity', '2023-06-04', 'David Hardin', 'Haas Ltd', 'Blue Cross', 3163.7870419293113, 438, 'Elective', '2023-06-05', 'Lipitor', 'Inconclusive'),
('rACHEL LEwiS', 80, 'Female', 'O+', 'Hypertension', '2022-01-28', 'Adrian Swanson', 'and Gonzalez Smith, Arnold', 'Cigna', 38026.85302119365, 455, 'Elective', '2022-02-21', 'Penicillin', 'Abnormal'),
('mICHaeL arnoLD', 69, 'Female', 'AB-', 'Obesity', '2020-05-10', 'Cole Young', 'Bennett-Wheeler', 'Medicare', 44878.63679337019, 292, 'Emergency', '2020-06-05', 'Ibuprofen', 'Inconclusive'),
('AnDRew ngUyeN', 61, 'Female', 'AB+', 'Cancer', '2020-02-27', 'Jennifer Sims', 'Cox-Johnson', 'Medicare', 42665.269563595044, 122, 'Elective', '2020-03-05', 'Ibuprofen', 'Inconclusive'),
('JUliE WIlLiAMs', 30, 'Male', 'A-', 'Asthma', '2022-04-18', 'April Noble', 'Bruce-Preston', 'Cigna', 29270.435015011888, 230, 'Elective', '2022-05-12', 'Aspirin', 'Abnormal'),
('rObert weST', 71, 'Female', 'O-', 'Diabetes', '2021-04-17', 'Jeffrey Caldwell', 'Walton-Thomas', 'Blue Cross', 18259.57861203927, 404, 'Urgent', '2021-05-13', 'Penicillin', 'Inconclusive'),
('Ryan gIlL', 28, 'Male', 'B+', 'Diabetes', '2020-03-29', 'Andrew Moore', 'Bishop Ltd', 'Aetna', 4009.1875746158134, 136, 'Elective', '2020-04-03', 'Aspirin', 'Abnormal'),
('DAvId sMiTh', 40, 'Female', 'B+', 'Obesity', '2022-10-08', 'Michael Garcia', 'Moore-Walker', 'Blue Cross', 22741.65602533655, 180, 'Urgent', '2022-10-25', 'Ibuprofen', 'Abnormal'),
('TyleR austin', 57, 'Female', 'AB+', 'Arthritis', '2019-10-10', 'Allison Mullen', 'Davis Petersen, and Colon', 'Cigna', 30281.644625785364, 161, 'Emergency', '2019-11-01', 'Aspirin', 'Abnormal'),
('dougLAS RIVAs', 72, 'Male', 'B-', 'Cancer', '2021-12-28', 'Rachel Underwood', 'Pace-Peterson', 'Medicare', 1475.9550795428954, 177, 'Elective', '2022-01-23', 'Lipitor', 'Normal'),
('juliA LLoyD', 63, 'Male', 'AB+', 'Obesity', '2022-01-07', 'Tony Casey', 'Beck, Malone Braun and', 'Cigna', 7812.263324965218, 147, 'Elective', '2022-01-12', 'Aspirin', 'Normal'),
('mArY WatKins', 32, 'Female', 'A-', 'Asthma', '2021-02-08', 'Sean Avila', 'Boyle PLC', 'Blue Cross', 38896.40092179493, 121, 'Elective', '2021-02-19', 'Penicillin', 'Abnormal'),
('lucAS jonES', 61, 'Female', 'O-', 'Hypertension', '2021-12-30', 'Erin Thomas', 'and Tate Sons', 'UnitedHealthcare', 27764.229220400186, 172, 'Urgent', '2022-01-20', 'Aspirin', 'Inconclusive'),
('JoShUA ROdriguez', 42, 'Male', 'O+', 'Asthma', '2021-02-17', 'Sarah Porter', 'Alexander Simmons and Martinez,', 'Blue Cross', 14648.173109072899, 188, 'Emergency', '2021-03-10', 'Penicillin', 'Inconclusive'),
('EDwArd rEed', 72, 'Female', 'AB-', 'Asthma', '2022-06-25', 'Luis Pierce', 'Johnson PLC', 'Cigna', 20216.372031328323, 209, 'Emergency', '2022-07-02', 'Penicillin', 'Inconclusive'),
('liNdSay eLLiott', 32, 'Female', 'B-', 'Asthma', '2019-11-11', 'Jessica Williams', 'Byrd Moore, and Norton', 'Aetna', 33762.125937360666, 151, 'Emergency', '2019-11-14', 'Penicillin', 'Inconclusive'),
('branDI sUlLIvAn', 26, 'Male', 'O+', 'Asthma', '2019-10-27', 'Vanessa Smith', 'Padilla Sons and', 'Blue Cross', 20831.025505036327, 452, 'Urgent', '2019-11-07', 'Aspirin', 'Abnormal'),
('sUsaN COleMAN', 83, 'Female', 'O+', 'Arthritis', '2021-01-09', 'Lisa Williams', 'and Lane Jones, Hill', 'UnitedHealthcare', 27927.094280524336, 422, 'Emergency', '2021-01-11', 'Ibuprofen', 'Normal'),
('KElly JoHnSoN', 27, 'Female', 'O+', 'Asthma', '2021-11-17', 'Anthony Brown', 'Carlson-Delacruz', 'Blue Cross', 46267.98535795986, 183, 'Urgent', '2021-12-14', 'Paracetamol', 'Inconclusive'),
('viCTORIA fOrD', 22, 'Male', 'AB+', 'Diabetes', '2024-03-11', 'Ronald Dawson', 'Joseph Inc', 'UnitedHealthcare', 13294.12236194527, 110, 'Elective', '2024-03-23', 'Aspirin', 'Normal'),
('mAria balLarD', 84, 'Female', 'AB-', 'Diabetes', '2019-11-01', 'Rose Sanders', 'and Martin Sons', 'Medicare', 23876.42341127353, 202, 'Emergency', '2019-11-27', 'Lipitor', 'Abnormal'),
('BenjAmin CHaNDler', 77, 'Male', 'AB+', 'Cancer', '2022-11-04', 'Kristine Buchanan', 'Ramirez Inc', 'UnitedHealthcare', 43873.38983531707, 119, 'Elective', '2022-11-28', 'Lipitor', 'Abnormal'),
('AndreA moODY', 84, 'Male', 'AB-', 'Asthma', '2023-06-18', 'Michelle Lam', 'Williams and Nunez Mccullough,', 'Blue Cross', 46533.53993687183, 490, 'Urgent', '2023-06-28', 'Paracetamol', 'Inconclusive'),
('mICHeLE sMiTh', 64, 'Male', 'O-', 'Hypertension', '2020-01-07', 'Kayla Acosta', 'and Orozco Henry Harris,', 'Cigna', 29549.52388370991, 366, 'Urgent', '2020-01-30', 'Ibuprofen', 'Normal'),
('ClintON BauEr', 42, 'Male', 'B+', 'Arthritis', '2023-06-30', 'Wayne Robbins', 'Ruiz-Schroeder', 'Blue Cross', 39115.31146102409, 172, 'Emergency', '2023-07-05', 'Paracetamol', 'Normal'),
('merEdith ROSS', 54, 'Female', 'AB-', 'Obesity', '2021-03-23', 'Jessica Kelly', 'Williams PLC', 'Medicare', 45884.3209135802, 307, 'Urgent', '2021-04-22', 'Aspirin', 'Normal'),
('steVen AlLEn', 47, 'Male', 'B+', 'Hypertension', '2020-10-09', 'Catherine Dunn', 'and Wilson Swanson, Griffin', 'Cigna', 6157.967100886055, 126, 'Urgent', '2020-11-03', 'Aspirin', 'Abnormal'),
('andREW TRan', 59, 'Female', 'O-', 'Arthritis', '2021-06-10', 'Lucas Rodriguez', 'and Ryan, Browning Vargas', 'Aetna', 11299.558909241248, 234, 'Emergency', '2021-06-18', 'Aspirin', 'Normal'),
('CHaRLES oLSEN', 54, 'Female', 'AB-', 'Obesity', '2021-01-16', 'Jessica Snyder', 'Hensley-Ward', 'Medicare', 25629.32675799822, 264, 'Urgent', '2021-02-03', 'Paracetamol', 'Abnormal'),
('ANdRew gONZALEz', 33, 'Female', 'B+', 'Obesity', '2022-01-22', 'Kimberly Rogers', 'Carlson-Perry', 'Cigna', 15870.734461152926, 378, 'Emergency', '2022-02-14', 'Ibuprofen', 'Abnormal'),
('nICoLE caRPeNter', 43, 'Female', 'B-', 'Arthritis', '2024-01-31', 'Elizabeth James', 'Sanchez Group', 'Medicare', 2431.840328190274, 278, 'Emergency', '2024-02-04', 'Ibuprofen', 'Abnormal'),
('GeOrgE lArSen', 72, 'Female', 'A-', 'Hypertension', '2020-10-03', 'Juan Kelley', 'Wilson and Thomas, Anderson', 'Cigna', 10023.488068374245, 361, 'Elective', '2020-10-13', 'Ibuprofen', 'Abnormal'),
('COLleeN hArRIs', 41, 'Male', 'O-', 'Hypertension', '2021-10-04', 'Morgan Douglas', 'and Robinson Sons', 'Cigna', 14028.618964248742, 112, 'Elective', '2021-10-28', 'Aspirin', 'Abnormal'),
('stevEn beck', 72, 'Male', 'B-', 'Obesity', '2022-06-15', 'Erica Fields', 'Adams-Bass', 'Medicare', 27850.552749878643, 436, 'Urgent', '2022-06-22', 'Aspirin', 'Abnormal'),
('AnDrew smith', 48, 'Male', 'A+', 'Cancer', '2021-12-14', 'Robert Griffin', 'Wright and Hart Brown,', 'Aetna', 41044.12578769889, 203, 'Elective', '2022-01-10', 'Paracetamol', 'Inconclusive'),
('jOSepH WaNg', 32, 'Female', 'O+', 'Asthma', '2020-01-13', 'Jennifer Davis', 'Ltd Jackson', 'Blue Cross', 41929.219482296925, 174, 'Elective', '2020-01-27', 'Aspirin', 'Abnormal'),
('mOniCA sIlvA', 63, 'Female', 'AB-', 'Obesity', '2020-12-04', 'Lisa Jones', 'Hall Sullivan and Hernandez,', 'Blue Cross', 8547.567746493261, 276, 'Elective', '2020-12-06', 'Penicillin', 'Abnormal'),
('cARriE PetersON', 75, 'Female', 'B-', 'Hypertension', '2022-04-29', 'Eric Bean', 'Camacho PLC', 'Blue Cross', 45116.7921791159, 179, 'Urgent', '2022-05-04', 'Ibuprofen', 'Abnormal'),
('LEoN smitH', 43, 'Male', 'A+', 'Diabetes', '2024-03-01', 'Janice Smith', 'Duran Navarro Torres, and', 'UnitedHealthcare', 36045.06493215321, 263, 'Elective', '2024-03-15', 'Penicillin', 'Normal'),
('rICHArd JuaRez', 64, 'Female', 'AB-', 'Hypertension', '2020-08-10', 'Robert Ray', 'Inc Miller', 'Blue Cross', 22120.408827430554, 181, 'Emergency', '2020-08-31', 'Paracetamol', 'Normal'),
('nATaLie vElEz', 57, 'Male', 'A+', 'Diabetes', '2020-09-24', 'Brian Pennington', 'Morris-Taylor', 'Medicare', 9629.32373734053, 457, 'Urgent', '2020-10-20', 'Lipitor', 'Normal'),
('bRendA Rogers', 55, 'Female', 'B+', 'Asthma', '2023-06-07', 'Cody Hernandez', 'Ross-Coleman', 'UnitedHealthcare', 11908.081104631427, 180, 'Emergency', '2023-06-24', 'Lipitor', 'Abnormal'),
('MAriA rAMiReZ', 42, 'Male', 'AB-', 'Hypertension', '2022-08-30', 'Ashley Lynch', 'Moses Nunez, Gray and', 'UnitedHealthcare', 27538.843547567412, 314, 'Elective', '2022-09-20', 'Ibuprofen', 'Inconclusive'),
('KELlY CLAY', 62, 'Female', 'AB-', 'Hypertension', '2019-12-10', 'James Ryan', 'Cohen LLC', 'Medicare', 23061.19870403872, 311, 'Elective', '2019-12-16', 'Aspirin', 'Inconclusive'),
('mIchELlE veGA', 43, 'Male', 'A-', 'Arthritis', '2020-05-20', 'Dr. Thomas Chan Jr.', 'Webb Daniel, Turner and', 'Medicare', 13564.71654634586, 282, 'Elective', '2020-06-15', 'Ibuprofen', 'Inconclusive'),
('MISTY taTe', 40, 'Male', 'A+', 'Cancer', '2021-07-04', 'John Rivera', 'Hawkins Davidson Oliver, and', 'Aetna', 43396.8526718766, 231, 'Urgent', '2021-07-25', 'Lipitor', 'Inconclusive'),
('WilLIAM FErReLL', 34, 'Female', 'A-', 'Asthma', '2020-06-04', 'Jose Page', 'and Foley, Jones Harris', 'UnitedHealthcare', 29500.47289038652, 299, 'Emergency', '2020-06-08', 'Ibuprofen', 'Normal'),
('DOnNa turner', 32, 'Female', 'AB-', 'Arthritis', '2021-07-20', 'Amber Thomas', 'Berger Sanford and Dennis,', 'Medicare', 20833.167474439328, 162, 'Elective', '2021-08-03', 'Lipitor', 'Inconclusive'),
('GArrEtt staNLEy', 29, 'Female', 'AB-', 'Diabetes', '2021-10-08', 'Kenneth Sweeney', 'Martin Inc', 'Blue Cross', 28324.902334678147, 333, 'Emergency', '2021-10-22', 'Ibuprofen', 'Inconclusive'),
('RobErt CameRon', 19, 'Male', 'AB-', 'Arthritis', '2023-06-15', 'Toni Gonzalez', 'Fitzgerald and Sons', 'Blue Cross', 40236.824546908916, 206, 'Elective', '2023-06-23', 'Ibuprofen', 'Abnormal'),
('eMIly BrOWn', 61, 'Female', 'B-', 'Diabetes', '2022-04-24', 'Sarah Chan', 'Ltd Fisher', 'Medicare', 38749.43247711237, 421, 'Urgent', '2022-05-23', 'Lipitor', 'Abnormal'),
('sUSan YOuNG', 49, 'Male', 'B-', 'Arthritis', '2023-01-12', 'Lindsay Castaneda', 'Jackson Robinson and Walsh,', 'Blue Cross', 29249.673947125415, 132, 'Elective', '2023-02-06', 'Aspirin', 'Inconclusive'),
('WIlLIAm BrewER', 80, 'Male', 'B+', 'Obesity', '2022-09-07', 'Brittany Diaz', 'Hunter and White, Campos', 'Aetna', 44882.518828222244, 116, 'Urgent', '2022-09-23', 'Penicillin', 'Inconclusive'),
('daVId bEcKeR', 24, 'Male', 'O-', 'Arthritis', '2024-04-17', 'Connie Larsen', 'Smith, Sanchez Zuniga and', 'Cigna', 38265.07384812754, 260, 'Emergency', '2024-05-17', 'Penicillin', 'Abnormal'),
('MATTHEw sMITh', 81, 'Female', 'AB-', 'Hypertension', '2022-06-25', 'Lee Colon', 'Martinez-Sellers', 'Aetna', 43550.0819073932, 212, 'Emergency', '2022-06-30', 'Aspirin', 'Inconclusive'),
('RICHArd MoORe', 66, 'Female', 'B+', 'Hypertension', '2021-11-17', 'Dr. Jacob Aguilar', 'Blevins Group', 'Aetna', 47649.69663822056, 304, 'Emergency', '2021-12-09', 'Penicillin', 'Abnormal'),
('robert HAhn', 78, 'Female', 'AB+', 'Diabetes', '2024-01-13', 'Charles Oconnell', 'Kim Hodge Hansen, and', 'Medicare', 27101.867774407674, 102, 'Elective', '2024-01-26', 'Lipitor', 'Abnormal'),
('chRIsToPHeR CLArK', 27, 'Male', 'O-', 'Asthma', '2022-06-18', 'James Thomas', 'Wu, Carey Sexton and', 'Medicare', 20593.458301514773, 490, 'Urgent', '2022-07-16', 'Lipitor', 'Normal'),
('KIM RoGERs', 42, 'Male', 'O-', 'Cancer', '2023-05-02', 'Carla Davis', 'Conner-Hayes', 'UnitedHealthcare', 49188.65230810867, 381, 'Emergency', '2023-05-09', 'Lipitor', 'Abnormal'),
('DeAnNA fitzgERaLD', 52, 'Female', 'AB+', 'Obesity', '2020-02-13', 'Leslie Hernandez', 'Wright, Friedman and Franklin', 'UnitedHealthcare', 41022.40001058062, 253, 'Emergency', '2020-03-13', 'Aspirin', 'Abnormal'),
('CHRiStInA MooRE', 55, 'Female', 'AB-', 'Arthritis', '2019-07-26', 'William Howe', 'Schultz-Sloan', 'Cigna', 35542.59915475535, 500, 'Elective', '2019-08-21', 'Paracetamol', 'Normal'),
('AlLeN sAnDerS', 38, 'Female', 'A-', 'Arthritis', '2020-12-04', 'Daniel Davenport', 'Mejia-Beard', 'Medicare', 30043.79115638939, 431, 'Emergency', '2020-12-10', 'Lipitor', 'Normal'),
('reNEe MYers', 32, 'Female', 'B+', 'Diabetes', '2019-10-05', 'Michael Taylor', 'Long, and Richards Nelson', 'Aetna', 43090.6577754766, 172, 'Emergency', '2019-10-17', 'Aspirin', 'Inconclusive'),
('sYDney PRice', 37, 'Male', 'AB+', 'Asthma', '2019-09-05', 'Arthur White', 'Zimmerman-Smith', 'Blue Cross', 18773.292005310184, 355, 'Elective', '2019-09-16', 'Aspirin', 'Abnormal'),
('JOhn moOre', 48, 'Female', 'AB+', 'Diabetes', '2024-02-06', 'Bryan Goodman', 'Miller LLC', 'Blue Cross', 43726.57558971129, 150, 'Urgent', '2024-02-27', 'Paracetamol', 'Abnormal'),
('kaTELYn ARMSTrONg', 79, 'Male', 'AB+', 'Diabetes', '2022-08-09', 'Michael Schultz', 'Ali PLC', 'Blue Cross', 28903.439585419364, 306, 'Urgent', '2022-09-07', 'Penicillin', 'Inconclusive'),
('KrISTin MARTiNEZ', 76, 'Female', 'AB-', 'Obesity', '2019-09-29', 'Anna Moody', 'and Blackburn Huff, Rios', 'Aetna', 38860.56416260911, 474, 'Emergency', '2019-10-14', 'Penicillin', 'Normal'),
('EdWArD MItchELL', 78, 'Male', 'B+', 'Arthritis', '2020-04-13', 'Charles Webb', 'Roberts Hale and Wilson,', 'Aetna', 22072.365830566716, 229, 'Emergency', '2020-05-02', 'Penicillin', 'Inconclusive'),
('StepHAniE gArrEtt', 61, 'Female', 'B-', 'Arthritis', '2024-02-29', 'Christopher Lynn', 'Inc Harper', 'Aetna', 18853.151112369243, 440, 'Emergency', '2024-03-16', 'Penicillin', 'Abnormal'),
('nICOLe gaY', 22, 'Female', 'O-', 'Arthritis', '2021-01-09', 'Diane Cobb', 'George-Smith', 'Cigna', 23532.243918482203, 346, 'Emergency', '2021-02-06', 'Penicillin', 'Normal'),
('COURtNeY EDWaRds', 68, 'Male', 'B+', 'Asthma', '2022-10-27', 'Kimberly Woodward', 'Cooper-Bishop', 'Blue Cross', 14070.319760363796, 249, 'Elective', '2022-11-21', 'Lipitor', 'Abnormal'),
('PHillIP aLvarEZ', 65, 'Female', 'A-', 'Hypertension', '2021-05-16', 'Crystal Williams', 'Daugherty Group', 'UnitedHealthcare', 6020.5517641483975, 168, 'Elective', '2021-05-20', 'Paracetamol', 'Inconclusive'),
('Mr. BRenT nGuYeN', 58, 'Male', 'A-', 'Obesity', '2021-07-30', 'John Williams', 'Ltd Stephens', 'UnitedHealthcare', 5160.37856966535, 373, 'Elective', '2021-08-10', 'Paracetamol', 'Normal'),
('BaRBaRA WebB', 36, 'Male', 'O+', 'Diabetes', '2024-01-23', 'Lisa Moreno PhD', 'Sanchez-Lewis', 'Aetna', 23882.14456587636, 257, 'Emergency', '2024-02-09', 'Penicillin', 'Normal'),
('eLIzABeTh HILl', 77, 'Male', 'O+', 'Cancer', '2022-02-14', 'Steven Nicholson', 'Haney-Nielsen', 'Medicare', 6297.6869162032035, 304, 'Elective', '2022-02-18', 'Aspirin', 'Normal'),
('mAUrICe CArPentEr', 73, 'Female', 'B-', 'Diabetes', '2020-09-20', 'Jonathan Morris', 'Sims-Crawford', 'Blue Cross', 12874.817185973892, 174, 'Emergency', '2020-09-24', 'Lipitor', 'Normal'),
('carOlYn roBbInS', 71, 'Male', 'O-', 'Arthritis', '2023-05-09', 'Crystal Carrillo', 'Mccormick-Rodriguez', 'Blue Cross', 40306.67604621381, 390, 'Urgent', '2023-05-11', 'Aspirin', 'Normal'),
('amANda BEcK', 23, 'Female', 'O+', 'Cancer', '2020-08-29', 'Cindy Gibson', 'Group Thornton', 'Blue Cross', 28070.465272594192, 390, 'Emergency', '2020-09-13', 'Lipitor', 'Inconclusive'),
('aarOn tReviNo', 31, 'Male', 'O-', 'Arthritis', '2019-09-29', 'Rita Rivera', 'Hill Group', 'UnitedHealthcare', 6624.362022441079, 354, 'Emergency', '2019-10-24', 'Lipitor', 'Inconclusive'),
('JaMES gOod', 50, 'Male', 'B+', 'Cancer', '2023-03-24', 'Maxwell Andrews', 'Nguyen-Johnson', 'UnitedHealthcare', 2626.5173962067406, 458, 'Elective', '2023-04-03', 'Penicillin', 'Normal'),
('brEnt nElson', 55, 'Male', 'AB-', 'Hypertension', '2023-10-22', 'Lisa Foster', 'Foster and Sharp, Silva', 'Cigna', 20218.57210665011, 482, 'Emergency', '2023-10-30', 'Aspirin', 'Abnormal'),
('DOrOthy dOYLe', 75, 'Female', 'A+', 'Asthma', '2022-11-28', 'Bryan Ross', 'Group Bradley', 'Blue Cross', 24500.126992236375, 121, 'Elective', '2022-12-24', 'Lipitor', 'Inconclusive'),
('lYnN moore', 64, 'Male', 'AB+', 'Asthma', '2023-08-29', 'John King', 'Mcmillan-Black', 'Medicare', 33152.35439719872, 361, 'Emergency', '2023-09-11', 'Aspirin', 'Inconclusive'),
('PaTrICK cANnon', 38, 'Male', 'B+', 'Cancer', '2019-06-24', 'Patrick Gibson', 'Adkins Inc', 'UnitedHealthcare', 45899.81304845503, 205, 'Elective', '2019-07-24', 'Penicillin', 'Inconclusive'),
('pAUla BrYan', 46, 'Female', 'O-', 'Arthritis', '2022-06-29', 'Nancy Martinez', 'White and Gutierrez Castillo,', 'Aetna', 46361.960912157025, 456, 'Urgent', '2022-07-06', 'Penicillin', 'Normal'),
('BRITTaNy watSoN', 70, 'Male', 'O+', 'Hypertension', '2019-10-06', 'Ebony Mayer', 'Byrd, White Garcia and', 'Cigna', 27679.353561419604, 230, 'Urgent', '2019-10-15', 'Ibuprofen', 'Normal'),
('MiCHaeL aNdERsoN', 57, 'Female', 'AB-', 'Arthritis', '2019-08-31', 'Shari Miller', 'Carter Group', 'Cigna', 24838.277260286264, 169, 'Emergency', '2019-09-09', 'Ibuprofen', 'Normal'),
('chARLes WhItAker', 55, 'Male', 'O-', 'Obesity', '2021-07-06', 'Tracy Miller', 'Cervantes-Cooper', 'Blue Cross', 44045.05128488565, 136, 'Urgent', '2021-08-05', 'Lipitor', 'Abnormal'),
('CINdY dAViS', 32, 'Female', 'O-', 'Hypertension', '2023-11-08', 'Thomas Jackson', 'Rodriguez-Baker', 'Cigna', 7913.638395601111, 255, 'Elective', '2023-12-04', 'Lipitor', 'Normal'),
('jAmiE GARcIa', 26, 'Male', 'A+', 'Cancer', '2024-03-06', 'Ryan Callahan', 'Jackson, Byrd Wilkerson and', 'UnitedHealthcare', 43281.60289184668, 253, 'Elective', '2024-03-14', 'Aspirin', 'Inconclusive'),
('MeGaN MARtin', 29, 'Male', 'B+', 'Cancer', '2019-08-10', 'Bradley Henderson', 'Smith Group', 'Cigna', 18548.75606917972, 297, 'Urgent', '2019-09-04', 'Penicillin', 'Abnormal'),
('SaRA NElSON', 53, 'Male', 'A+', 'Asthma', '2022-10-24', 'Teresa Bryant MD', 'Young Downs, Russell and', 'Medicare', 9301.510161924905, 222, 'Elective', '2022-11-11', 'Penicillin', 'Inconclusive'),
('catHy SchMiTt', 81, 'Male', 'O+', 'Cancer', '2023-06-23', 'Bryan Simmons', 'West-Thompson', 'Medicare', 43315.68357687737, 488, 'Urgent', '2023-07-03', 'Aspirin', 'Abnormal'),
('janICe bRiggS', 71, 'Female', 'O-', 'Arthritis', '2019-09-20', 'Mason Santana', 'Nelson-Cooke', 'Blue Cross', 48327.04928277107, 216, 'Urgent', '2019-10-14', 'Paracetamol', 'Normal'),
('MR. jAmES BLAnChARd', 80, 'Female', 'AB+', 'Arthritis', '2023-02-01', 'Sarah Martin', 'Miller-Garza', 'Medicare', 49926.70553712751, 189, 'Urgent', '2023-02-24', 'Paracetamol', 'Inconclusive'),
('miCHellE CALlAHan', 78, 'Male', 'B+', 'Hypertension', '2022-01-26', 'Amanda Fletcher', 'Williams-Tucker', 'UnitedHealthcare', 34697.347478867065, 391, 'Elective', '2022-02-11', 'Lipitor', 'Normal'),
('Sara PatTErSON', 34, 'Male', 'A-', 'Asthma', '2020-02-15', 'Stephen Sweeney', 'Patrick Huffman, and Lowery', 'Blue Cross', 2190.563605964572, 367, 'Urgent', '2020-02-17', 'Lipitor', 'Normal'),
('ROse LEWiS', 47, 'Male', 'AB+', 'Hypertension', '2024-01-14', 'Kent Randolph', 'and Schmidt Black, Wells', 'Medicare', 24617.965115699153, 485, 'Elective', '2024-02-08', 'Paracetamol', 'Normal'),
('amY kirK', 32, 'Female', 'AB+', 'Cancer', '2023-03-06', 'William Ryan', 'Eaton Gentry Henry, and', 'Medicare', 32385.77333422417, 152, 'Emergency', '2023-03-30', 'Paracetamol', 'Normal'),
('dr. LEAh gIbSON DDS', 25, 'Female', 'A+', 'Obesity', '2021-02-08', 'Joshua Murphy', 'Schaefer and Sons', 'UnitedHealthcare', 13063.771235356126, 354, 'Emergency', '2021-03-07', 'Aspirin', 'Inconclusive'),
('jonaThan haMILtoN', 85, 'Female', 'O+', 'Hypertension', '2022-06-03', 'Alan Little', 'Rodriguez, Campbell and Moore', 'Blue Cross', 7340.624805026463, 284, 'Urgent', '2022-06-27', 'Penicillin', 'Normal'),
('RIchaRD sUlLIvaN', 56, 'Male', 'AB-', 'Arthritis', '2020-10-31', 'Jean Newman', 'Inc Washington', 'Cigna', 3397.885265997909, 363, 'Emergency', '2020-11-01', 'Ibuprofen', 'Normal'),
('leon wAlTEr', 79, 'Female', 'O-', 'Diabetes', '2019-05-17', 'Toni Frazier', 'Lara-Paul', 'Medicare', 12020.716487472873, 425, 'Elective', '2019-06-01', 'Lipitor', 'Inconclusive'),
('JoHN McbridE', 60, 'Male', 'AB-', 'Arthritis', '2020-06-13', 'Lori Kelley', 'Mcintosh-Neal', 'Medicare', 16810.280216320432, 115, 'Urgent', '2020-07-04', 'Aspirin', 'Abnormal'),
('kaTHeRiNe anDErSON', 64, 'Male', 'O+', 'Obesity', '2019-11-28', 'Beth Moore', 'Robinson Inc', 'Blue Cross', 17820.25317314981, 163, 'Emergency', '2019-12-22', 'Paracetamol', 'Abnormal'),
('chARlES OlseN', 50, 'Male', 'O-', 'Asthma', '2019-06-13', 'Travis Chavez', 'and Evans Sons', 'Aetna', 17769.63754927871, 189, 'Elective', '2019-06-14', 'Penicillin', 'Normal'),
('cody WatsOn', 30, 'Male', 'O+', 'Asthma', '2024-02-16', 'David Swanson', 'Moses LLC', 'Medicare', 15500.841424434413, 468, 'Elective', '2024-02-24', 'Aspirin', 'Normal'),
('HoLly DUNn', 45, 'Male', 'O+', 'Obesity', '2022-10-31', 'Carmen Johnson', 'PLC Glass', 'Aetna', 19666.995431196014, 395, 'Elective', '2022-11-29', 'Penicillin', 'Inconclusive'),
('dana SCOTT', 22, 'Female', 'B-', 'Arthritis', '2019-12-31', 'Sean Scott', 'Ochoa-Edwards', 'Medicare', 9585.07136569674, 424, 'Emergency', '2020-01-21', 'Ibuprofen', 'Normal'),
('brYAN kelLY', 40, 'Female', 'B-', 'Hypertension', '2023-11-21', 'Eric Crawford', 'and Patel Russo Foster,', 'Medicare', 45918.409344896514, 203, 'Elective', '2023-12-19', 'Ibuprofen', 'Normal'),
('SheRRY QuiNn', 52, 'Female', 'O+', 'Diabetes', '2024-02-14', 'Susan Anderson', 'Ltd Jones', 'Aetna', 13907.321068542842, 153, 'Elective', '2024-03-11', 'Ibuprofen', 'Normal'),
('sHArOn hERRerA', 18, 'Female', 'O-', 'Asthma', '2023-03-21', 'Michael Kelley', 'Williams-Smith', 'UnitedHealthcare', 36063.783979170425, 211, 'Elective', '2023-04-07', 'Penicillin', 'Normal'),
('PAtriCK coX', 30, 'Female', 'B-', 'Asthma', '2022-04-30', 'Jamie Reed', 'Smith-Fields', 'Cigna', 4875.09848132092, 402, 'Emergency', '2022-05-08', 'Paracetamol', 'Abnormal'),
('joshua houSE', 71, 'Female', 'AB-', 'Hypertension', '2022-05-27', 'Nancy Briggs', 'Inc Kramer', 'UnitedHealthcare', 28536.86783701997, 450, 'Urgent', '2022-06-26', 'Aspirin', 'Abnormal'),
('dALE petErsOn', 81, 'Male', 'O-', 'Arthritis', '2023-02-04', 'Angela Armstrong', 'Rodriguez Sons and', 'Aetna', 33756.61488799653, 449, 'Emergency', '2023-02-18', 'Ibuprofen', 'Abnormal'),
('MATThEw ScOTt', 81, 'Male', 'B-', 'Hypertension', '2020-05-15', 'Stanley Berry', 'Cowan LLC', 'Blue Cross', 28935.13190850214, 225, 'Elective', '2020-05-18', 'Lipitor', 'Inconclusive'),
('AUdREY tAYLoR', 72, 'Female', 'O-', 'Hypertension', '2023-09-29', 'Teresa Reed', 'Hull-Murphy', 'Medicare', 49723.61069486382, 493, 'Emergency', '2023-10-28', 'Ibuprofen', 'Abnormal'),
('john cuRTIs', 25, 'Male', 'AB-', 'Asthma', '2019-12-17', 'Matthew Gonzalez', 'Larsen-Vega', 'Aetna', 15526.457763307058, 201, 'Elective', '2020-01-05', 'Paracetamol', 'Inconclusive'),
('robeRT PHilLIPs', 59, 'Male', 'B-', 'Cancer', '2019-09-02', 'Lauren Hogan', 'Fernandez LLC', 'UnitedHealthcare', 14880.598127200139, 164, 'Emergency', '2019-09-25', 'Lipitor', 'Normal'),
('rACHEl buSh', 61, 'Female', 'O-', 'Hypertension', '2020-03-27', 'Adrian Vaughn', 'Lopez Ingram, and Barber', 'Cigna', 26163.994360049488, 409, 'Urgent', '2020-04-15', 'Lipitor', 'Inconclusive'),
('eDWarD clArK', 72, 'Male', 'B+', 'Asthma', '2022-05-17', 'Michael Mccarthy', 'Wood Boyd Bowman, and', 'Blue Cross', 24744.1138906292, 393, 'Elective', '2022-06-12', 'Paracetamol', 'Inconclusive'),
('cathy rodRIGUEz', 39, 'Male', 'A-', 'Hypertension', '2023-08-13', 'Heather Griffith', 'Harris, Nguyen Alvarez and', 'Aetna', 33510.322577341336, 407, 'Emergency', '2023-08-14', 'Paracetamol', 'Abnormal'),
('JOhN Bauer', 51, 'Female', 'O-', 'Obesity', '2024-04-24', 'Michael Riley', 'Carlson-Holland', 'UnitedHealthcare', 7381.422839381634, 306, 'Elective', '2024-05-03', 'Paracetamol', 'Normal'),
('sTEpHaNIE MAthEws', 28, 'Female', 'AB-', 'Diabetes', '2019-10-12', 'Shawn Campbell', 'Jones-Holden', 'Blue Cross', 13893.526669948384, 472, 'Elective', '2019-11-09', 'Lipitor', 'Normal'),
('lIsa williamS', 52, 'Male', 'B-', 'Hypertension', '2020-05-13', 'Xavier Jones', 'Wang-Jones', 'Aetna', 33207.14310841411, 169, 'Urgent', '2020-06-03', 'Lipitor', 'Inconclusive'),
('tAmMY jOHnsOn', 20, 'Male', 'AB+', 'Arthritis', '2023-01-19', 'Debra Phillips', 'PLC Potter', 'UnitedHealthcare', 20269.149863315997, 477, 'Elective', '2023-01-27', 'Ibuprofen', 'Normal'),
('BraNdON DIxON', 82, 'Male', 'AB-', 'Diabetes', '2019-11-04', 'Catherine Miller', 'and Sons Torres', 'UnitedHealthcare', 21224.013788937886, 404, 'Elective', '2019-11-06', 'Ibuprofen', 'Normal'),
('riChard tayLoR', 66, 'Male', 'AB-', 'Cancer', '2022-02-19', 'Jonathan Harris', 'Inc King', 'UnitedHealthcare', 28185.065018612295, 458, 'Urgent', '2022-03-05', 'Aspirin', 'Abnormal'),
('GInA BroOkS', 34, 'Male', 'B-', 'Cancer', '2022-04-14', 'Pamela Bartlett', 'Garrison PLC', 'Cigna', 39507.855295020745, 179, 'Elective', '2022-04-27', 'Lipitor', 'Normal'),
('ISaBellA jaMEs', 85, 'Male', 'A+', 'Diabetes', '2019-12-09', 'Nicolas Russell', 'Inc Mcdaniel', 'Blue Cross', 28696.247386388728, 467, 'Urgent', '2019-12-11', 'Lipitor', 'Inconclusive'),
('vICtOria johNsOn', 25, 'Female', 'AB-', 'Cancer', '2021-08-26', 'Ethan Li', 'Ramos, and Lee Griffin', 'Cigna', 7753.111014229033, 241, 'Emergency', '2021-09-23', 'Aspirin', 'Abnormal'),
('RiCHaRD AlLISon', 75, 'Female', 'A-', 'Asthma', '2021-10-06', 'Jessica Neal', 'LLC Lopez', 'UnitedHealthcare', 32353.016826957482, 304, 'Elective', '2021-10-19', 'Penicillin', 'Normal'),
('rIcharD TAYLoR', 26, 'Male', 'A-', 'Cancer', '2022-05-19', 'Emma Morrison DDS', 'Hubbard Edwards, Romero and', 'Aetna', 20145.9295655392, 341, 'Emergency', '2022-06-16', 'Lipitor', 'Normal'),
('TIfFany DukE', 82, 'Male', 'O+', 'Arthritis', '2020-08-18', 'Brandon Middleton', 'Ross, and Chambers Webb', 'UnitedHealthcare', 43834.14790911845, 404, 'Emergency', '2020-09-03', 'Lipitor', 'Inconclusive'),
('JessicA MAloNE', 45, 'Male', 'O+', 'Hypertension', '2021-08-15', 'Jessica Jones', 'Johnson Group', 'Aetna', 46064.4446263231, 393, 'Urgent', '2021-09-14', 'Lipitor', 'Abnormal'),
('MICHAEL dawson', 47, 'Male', 'O+', 'Obesity', '2022-10-05', 'Angel Smith', 'Robinson Inc', 'Blue Cross', 35202.43732687535, 323, 'Emergency', '2022-10-14', 'Ibuprofen', 'Normal'),
('matTHEW loPez', 59, 'Male', 'A-', 'Arthritis', '2022-12-01', 'Jessica Carr', 'Myers-Crawford', 'UnitedHealthcare', 45910.53983575431, 379, 'Urgent', '2022-12-15', 'Paracetamol', 'Abnormal'),
('raYmond MORrIS', 68, 'Male', 'O+', 'Cancer', '2021-01-05', 'Michelle Torres', 'Stewart Inc', 'Aetna', 17413.01219316677, 345, 'Emergency', '2021-01-17', 'Penicillin', 'Abnormal'),
('vIrGIniA StRicklaNd', 38, 'Male', 'B-', 'Cancer', '2021-04-04', 'Erik Stewart', 'Mccormick-Marshall', 'Medicare', 41335.69403061563, 316, 'Elective', '2021-04-08', 'Ibuprofen', 'Abnormal'),
('lyNn FeRnANdEZ', 24, 'Female', 'AB+', 'Hypertension', '2023-12-01', 'Shannon David', 'Richardson-Bryant', 'UnitedHealthcare', 39004.16978134314, 127, 'Urgent', '2023-12-08', 'Aspirin', 'Normal'),
('kIMBeRLY eVans', 70, 'Female', 'A+', 'Hypertension', '2020-08-13', 'Jason Davis', 'Kirk-Martin', 'Blue Cross', 7771.543409402016, 103, 'Emergency', '2020-09-03', 'Paracetamol', 'Normal'),
('rObeRT nOlan PHd', 36, 'Female', 'AB+', 'Asthma', '2024-01-10', 'Brittany Rogers', 'Nelson, and Wilson Ashley', 'Aetna', 5432.024844821006, 161, 'Urgent', '2024-01-15', 'Ibuprofen', 'Abnormal'),
('dAVID warrEN', 60, 'Female', 'B-', 'Obesity', '2021-07-16', 'Stephanie Dillon', 'Wilson-Hernandez', 'Blue Cross', 6890.1176465839635, 406, 'Elective', '2021-07-20', 'Paracetamol', 'Abnormal'),
('DAviD NGUyEn', 76, 'Female', 'A-', 'Diabetes', '2021-02-21', 'Manuel Moore', 'and Parker Wright, Miles', 'Medicare', 7068.274923864583, 406, 'Emergency', '2021-02-26', 'Penicillin', 'Normal'),
('DAwN WArd', 40, 'Female', 'AB-', 'Obesity', '2023-02-15', 'Jessica Miller', 'Martinez-Mccormick', 'Blue Cross', 41184.22950381138, 131, 'Emergency', '2023-03-02', 'Ibuprofen', 'Normal'),
('BrOoKe gROSs', 42, 'Male', 'B-', 'Asthma', '2023-10-15', 'Diane Blair', 'Smith-Bailey', 'Blue Cross', 28169.75691002763, 278, 'Emergency', '2023-10-26', 'Ibuprofen', 'Abnormal'),
('AndREw mooRe', 35, 'Male', 'AB-', 'Asthma', '2021-04-27', 'Mary Anderson', 'Walker-Wu', 'UnitedHealthcare', 33057.65970023013, 104, 'Emergency', '2021-04-28', 'Lipitor', 'Normal'),
('CYNTHIa rosALes', 49, 'Male', 'O+', 'Diabetes', '2020-10-18', 'Jennifer Guerra', 'George-Peck', 'Cigna', 17104.78013224214, 431, 'Elective', '2020-10-31', 'Penicillin', 'Abnormal'),
('niCHolE rOSE', 78, 'Male', 'AB+', 'Cancer', '2023-02-24', 'Maria Hernandez', 'Velazquez Schmidt and Douglas,', 'Cigna', 9000.222951342115, 274, 'Urgent', '2023-03-19', 'Aspirin', 'Normal'),
('amY tayLoR', 78, 'Female', 'O+', 'Obesity', '2020-03-10', 'Terry Norris', 'Inc Parker', 'Cigna', 962.2395155767035, 346, 'Elective', '2020-03-25', 'Aspirin', 'Inconclusive'),
('sHeRi hOuston', 38, 'Female', 'O+', 'Cancer', '2020-07-31', 'Lindsay Singleton', 'Group Roberts', 'Cigna', 25483.51524604401, 241, 'Elective', '2020-08-08', 'Paracetamol', 'Normal'),
('MichElE MoNtoYa', 62, 'Female', 'B-', 'Cancer', '2023-07-05', 'Miss Sandra Tyler DVM', 'Edwards Williams, Finley and', 'Cigna', 42214.96109785472, 217, 'Urgent', '2023-07-18', 'Aspirin', 'Inconclusive'),
('jANiCE tHoMAS', 75, 'Female', 'O-', 'Diabetes', '2022-09-04', 'Amy Young', 'Chavez Inc', 'Aetna', 45722.420597401804, 271, 'Urgent', '2022-09-11', 'Penicillin', 'Inconclusive'),
('jACqUEliNe WaTKIns', 59, 'Male', 'B+', 'Obesity', '2022-10-01', 'Megan Becker', 'Benson Ltd', 'Blue Cross', 43400.80005480375, 376, 'Urgent', '2022-10-02', 'Lipitor', 'Inconclusive'),
('VALERiE lANg', 57, 'Male', 'AB-', 'Arthritis', '2019-08-02', 'Megan Davis', 'Smith Mcgrath, Burgess and', 'Aetna', 25618.41125649866, 282, 'Urgent', '2019-08-11', 'Penicillin', 'Abnormal'),
('mIchaEL DecKeR', 41, 'Male', 'B-', 'Asthma', '2019-06-26', 'Carrie Carpenter', 'Parker Sons and', 'Blue Cross', 11195.237387219058, 483, 'Urgent', '2019-07-10', 'Paracetamol', 'Abnormal'),
('JEnNifer MOntGoMeRY', 85, 'Male', 'B-', 'Hypertension', '2024-03-10', 'Timothy Morrison', 'Martinez Inc', 'UnitedHealthcare', 24166.139905571305, 224, 'Emergency', '2024-03-14', 'Aspirin', 'Abnormal'),
('JUstin pEARsOn', 57, 'Female', 'AB-', 'Hypertension', '2021-06-02', 'Jeffrey Jacobs', 'Myers and Brooks, Flores', 'Cigna', 3553.740885175165, 238, 'Elective', '2021-06-14', 'Aspirin', 'Inconclusive'),
('mIChaEl baRTlett', 28, 'Male', 'B-', 'Hypertension', '2023-01-20', 'Jesse Russell', 'Hernandez Anderson, and Rush', 'Cigna', 32156.99497728598, 481, 'Elective', '2023-02-11', 'Lipitor', 'Inconclusive'),
('KELLy SiMPSon', 35, 'Female', 'AB-', 'Arthritis', '2021-02-24', 'Amber Mayo', 'and Wright, Fletcher King', 'Cigna', 7284.74419426006, 152, 'Urgent', '2021-03-07', 'Lipitor', 'Abnormal'),
('tHomAs WILLiAmS', 41, 'Female', 'AB+', 'Asthma', '2020-12-09', 'Steve Johnson', 'and Vargas Sampson Young,', 'Aetna', 15801.691418973578, 378, 'Elective', '2021-01-02', 'Paracetamol', 'Inconclusive'),
('MIChAEL wILsON', 46, 'Female', 'B-', 'Hypertension', '2019-08-21', 'Karen Parker', 'Miller-Santiago', 'UnitedHealthcare', 41030.236508446316, 135, 'Emergency', '2019-09-16', 'Lipitor', 'Normal'),
('lArrY joHnStON', 78, 'Female', 'AB+', 'Diabetes', '2023-12-12', 'Heather Jordan', 'Stuart-Robertson', 'Cigna', 43236.4207378327, 212, 'Emergency', '2024-01-05', 'Aspirin', 'Normal'),
('CHAd RoDgERs', 69, 'Male', 'AB-', 'Arthritis', '2019-08-10', 'Taylor Love', 'Suarez Group', 'UnitedHealthcare', 22132.681311813838, 202, 'Elective', '2019-08-18', 'Aspirin', 'Normal'),
('jaSOn chUNg', 63, 'Male', 'B+', 'Diabetes', '2022-12-22', 'Linda Anderson', 'PLC Ortiz', 'Aetna', 25297.761885154592, 451, 'Elective', '2023-01-04', 'Paracetamol', 'Abnormal'),
('Dr. JENNifer WArD', 35, 'Male', 'A-', 'Asthma', '2020-03-19', 'Matthew Edwards', 'Marks-Stark', 'Blue Cross', 3579.1451251474473, 438, 'Urgent', '2020-03-28', 'Lipitor', 'Abnormal'),
('miChElLE CuMMINGS', 77, 'Male', 'B-', 'Asthma', '2021-06-21', 'Jennifer Ward', 'and Wilkins Davis Silva,', 'Medicare', 46615.40006072481, 463, 'Elective', '2021-07-20', 'Lipitor', 'Normal'),
('saNDRa PAcHecO', 82, 'Male', 'O+', 'Cancer', '2023-10-31', 'Philip Baker', 'and Chavez Freeman, Smith', 'Blue Cross', 3466.0453943075145, 145, 'Urgent', '2023-11-05', 'Paracetamol', 'Inconclusive'),
('MarK knigHt', 45, 'Female', 'B+', 'Obesity', '2022-02-15', 'Dale Ford', 'Garner Inc', 'UnitedHealthcare', 33203.49316463993, 457, 'Elective', '2022-02-16', 'Aspirin', 'Normal'),
('jeSsiCa SulLiVAN', 67, 'Female', 'B+', 'Obesity', '2020-05-13', 'Joshua Miller', 'Inc Harris', 'Aetna', 10785.821837927837, 110, 'Urgent', '2020-05-24', 'Lipitor', 'Normal'),
('cindy MENdOZa', 45, 'Female', 'A-', 'Cancer', '2019-10-31', 'Jack Haney', 'Thompson White, and Miller', 'Aetna', 23450.783863645025, 366, 'Emergency', '2019-11-25', 'Aspirin', 'Normal'),
('tOMMy gaInes', 29, 'Male', 'B-', 'Diabetes', '2019-09-24', 'Kathleen Diaz', 'Thomas-Nielsen', 'Aetna', 19536.961588492995, 128, 'Elective', '2019-10-05', 'Penicillin', 'Inconclusive'),
('THOmAs GonZaLes', 32, 'Female', 'AB+', 'Diabetes', '2023-05-29', 'Nicole Patel', 'Hart LLC', 'Aetna', 662.6054592354526, 415, 'Emergency', '2023-06-08', 'Paracetamol', 'Normal'),
('Valerie CoLlIns', 66, 'Female', 'B-', 'Obesity', '2021-03-23', 'Danielle Roberts', 'Ltd Patel', 'Medicare', 32664.890641876776, 191, 'Urgent', '2021-04-04', 'Ibuprofen', 'Abnormal'),
('jOhn BOWEN', 71, 'Female', 'AB+', 'Hypertension', '2022-01-07', 'Jesse Thompson', 'Smith-Smith', 'Medicare', 38449.531612716906, 213, 'Emergency', '2022-01-26', 'Paracetamol', 'Abnormal'),
('danIel WhEELeR', 18, 'Female', 'AB+', 'Obesity', '2019-10-12', 'Emily Ware', 'Blackwell-Cooper', 'Cigna', 8082.544717853376, 293, 'Urgent', '2019-10-28', 'Lipitor', 'Normal'),
('JennIFEr JoNes', 50, 'Female', 'A+', 'Diabetes', '2021-10-15', 'Amanda Williams', 'Powell-Brown', 'Cigna', 24184.49130569167, 282, 'Elective', '2021-11-11', 'Lipitor', 'Inconclusive'),
('WalTEr BenNetT', 37, 'Female', 'B-', 'Arthritis', '2022-05-18', 'Monica Sanders', 'Cook LLC', 'Medicare', 17157.225355108163, 189, 'Urgent', '2022-06-11', 'Penicillin', 'Inconclusive'),
('wIllIam DiAz', 45, 'Female', 'B-', 'Asthma', '2023-06-13', 'Dennis Cole', 'Lewis-Mcdonald', 'Aetna', 30040.21134252641, 447, 'Emergency', '2023-06-21', 'Ibuprofen', 'Normal'),
('EMIly CUMmiNGS', 45, 'Male', 'O+', 'Asthma', '2022-01-06', 'Joe Gallagher', 'Bishop-Bautista', 'Blue Cross', 18768.4323953753, 110, 'Urgent', '2022-01-13', 'Ibuprofen', 'Inconclusive'),
('vAlErIe klein', 71, 'Female', 'O-', 'Asthma', '2021-01-20', 'Allen Ford', 'Thomas Price Reeves, and', 'Aetna', 48261.25770043253, 384, 'Urgent', '2021-02-04', 'Aspirin', 'Inconclusive'),
('BrANDOn menDeZ', 83, 'Female', 'B+', 'Diabetes', '2022-06-29', 'Jason Thompson', 'Wade-Sellers', 'Blue Cross', 38530.60088303686, 313, 'Urgent', '2022-07-06', 'Aspirin', 'Inconclusive'),
('ASHLEy SuLlIVan', 21, 'Female', 'B-', 'Cancer', '2023-09-14', 'Dr. Pamela Ramos', 'and Mcclain, Ramos Salas', 'UnitedHealthcare', 4536.949662421536, 313, 'Elective', '2023-10-09', 'Penicillin', 'Abnormal');
INSERT INTO `healthcare_dataset` (`Name`, `Age`, `Gender`, `BloodType`, `MedicalCondition`, `DateofAdmission`, `Doctor`, `Hospital`, `InsuranceProvider`, `BillingAmount`, `RoomNumber`, `AdmissionType`, `DischargeDate`, `Medication`, `TestResults`) VALUES
('anDREa RIvEra', 62, 'Female', 'O-', 'Arthritis', '2023-07-19', 'Paul Le', 'Baker Andrade, and Johnson', 'UnitedHealthcare', 28531.772788141152, 305, 'Emergency', '2023-07-22', 'Lipitor', 'Normal'),
('pATRiCIA alLEN', 80, 'Male', 'A-', 'Hypertension', '2024-01-22', 'Debra Perkins', 'Anderson Group', 'UnitedHealthcare', 2348.439000441447, 463, 'Emergency', '2024-02-04', 'Lipitor', 'Abnormal'),
('DoNNa BerRy', 27, 'Female', 'B-', 'Diabetes', '2023-08-15', 'Hannah Love', 'Shelton Nelson and Adams,', 'Medicare', 46402.329925066784, 130, 'Elective', '2023-09-08', 'Paracetamol', 'Inconclusive'),
('CAtHERinE FernAndEz', 28, 'Male', 'B+', 'Hypertension', '2023-07-27', 'Victoria Joseph', 'Dunn-Miller', 'UnitedHealthcare', 29047.51724119791, 171, 'Elective', '2023-07-30', 'Ibuprofen', 'Abnormal'),
('SAmUel LaNDry', 49, 'Female', 'A+', 'Cancer', '2022-08-28', 'Kara Wilson', 'White-Leon', 'Aetna', 34740.22207708444, 182, 'Elective', '2022-09-19', 'Penicillin', 'Normal'),
('DilLon joHnson', 49, 'Female', 'O+', 'Diabetes', '2023-05-05', 'Anthony Robinson', 'Taylor, and Garner Lee', 'Blue Cross', 32801.7197738276, 381, 'Emergency', '2023-05-06', 'Penicillin', 'Abnormal'),
('marY JAmeS', 33, 'Female', 'B+', 'Diabetes', '2021-07-24', 'Jennifer Henry', 'Kelly Scott, Brown and', 'Medicare', 24792.173556549584, 107, 'Urgent', '2021-08-04', 'Penicillin', 'Normal'),
('TaMMy Hall', 54, 'Female', 'O-', 'Cancer', '2024-02-02', 'Kendra Pierce', 'and Morris Wallace Duncan,', 'UnitedHealthcare', 1474.1820960796497, 204, 'Emergency', '2024-02-10', 'Paracetamol', 'Abnormal'),
('cHriStiNe EVANS', 42, 'Male', 'AB-', 'Asthma', '2022-01-11', 'Chelsea Wilson', 'Kirby Ryan, Andrade and', 'Medicare', 43378.35384431855, 199, 'Elective', '2022-01-29', 'Aspirin', 'Normal'),
('mARK sERRaNo', 29, 'Female', 'B-', 'Cancer', '2022-07-24', 'Kyle Hancock', 'and Chandler, Conner Miller', 'Blue Cross', 26873.00547125749, 271, 'Emergency', '2022-07-31', 'Lipitor', 'Inconclusive'),
('kATHleEn roBERTS', 85, 'Female', 'A+', 'Cancer', '2023-05-21', 'Heather Rowe', 'Graham Knight, and Griffin', 'Cigna', 21230.53218815398, 358, 'Urgent', '2023-05-28', 'Aspirin', 'Abnormal'),
('wENdy bLAnCHaRD', 53, 'Male', 'AB-', 'Hypertension', '2019-08-11', 'Andrew Jackson', 'PLC Smith', 'Medicare', 44685.290247396995, 124, 'Emergency', '2019-08-18', 'Paracetamol', 'Abnormal'),
('lisA ClaRk', 18, 'Female', 'B+', 'Diabetes', '2020-11-20', 'Samantha Spencer', 'Perez-Wang', 'Aetna', 24815.041623554564, 193, 'Emergency', '2020-11-25', 'Paracetamol', 'Inconclusive'),
('BRIan SmaLL', 66, 'Female', 'B-', 'Hypertension', '2020-12-25', 'Nicole Petersen', 'Wright and Greene, Arnold', 'UnitedHealthcare', 36402.6107842138, 377, 'Urgent', '2021-01-08', 'Ibuprofen', 'Inconclusive'),
('jOSHUa PORTEr', 64, 'Male', 'B-', 'Cancer', '2022-10-16', 'Maureen Torres', 'Mason-Collins', 'Medicare', 28946.803858753243, 412, 'Elective', '2022-11-12', 'Ibuprofen', 'Inconclusive'),
('shELbY suLLiVaN', 63, 'Female', 'A-', 'Obesity', '2019-12-17', 'Xavier Guzman', 'Wolf Ltd', 'Cigna', 9646.271730832235, 331, 'Urgent', '2020-01-11', 'Ibuprofen', 'Abnormal'),
('MIChElE GoNZalES', 69, 'Female', 'O+', 'Asthma', '2020-08-23', 'Nancy Douglas', 'Boyd-Diaz', 'Cigna', 48947.651851321076, 363, 'Emergency', '2020-09-18', 'Penicillin', 'Abnormal'),
('doUglas CerVantes', 41, 'Male', 'O+', 'Obesity', '2020-01-02', 'Brian Glover', 'Hawkins Keller and Morris,', 'Medicare', 32179.288656301018, 306, 'Urgent', '2020-01-27', 'Lipitor', 'Abnormal'),
('wAlTer BrAdlEy', 19, 'Male', 'B-', 'Arthritis', '2023-08-11', 'Matthew Butler', 'Houston-Walsh', 'Medicare', 8237.935231711483, 153, 'Elective', '2023-09-02', 'Ibuprofen', 'Abnormal'),
('LaURa SMith', 73, 'Female', 'B-', 'Cancer', '2021-10-21', 'Lisa Joseph', 'Lynch Woodard, Andrade and', 'Blue Cross', 13543.552755731384, 309, 'Elective', '2021-11-16', 'Penicillin', 'Abnormal'),
('dARyL noBle', 47, 'Male', 'A+', 'Diabetes', '2022-08-20', 'Beth Porter', 'Mendoza, Thomas Choi and', 'Blue Cross', 18023.210557420098, 275, 'Emergency', '2022-09-06', 'Aspirin', 'Abnormal'),
('eric weLls', 51, 'Female', 'B-', 'Asthma', '2023-07-18', 'Hunter Sparks', 'Walton and Strickland Yates,', 'Aetna', 32656.9734931746, 129, 'Emergency', '2023-08-09', 'Ibuprofen', 'Abnormal'),
('TimoThy GarReTt', 84, 'Male', 'AB+', 'Arthritis', '2022-05-12', 'Eric Johnson', 'and Escobar Hamilton, Strickland', 'Medicare', 47811.35886591265, 358, 'Elective', '2022-05-16', 'Ibuprofen', 'Normal'),
('jeSSICa foRd', 53, 'Male', 'B+', 'Cancer', '2021-08-08', 'Amy Stafford', 'Smith-Espinoza', 'UnitedHealthcare', 9148.560651941494, 387, 'Elective', '2021-09-04', 'Penicillin', 'Inconclusive'),
('teresA teRRy', 43, 'Male', 'O+', 'Hypertension', '2019-07-01', 'Bob Lopez', 'Ltd Wilkins', 'Aetna', 49980.47667128728, 367, 'Elective', '2019-07-04', 'Penicillin', 'Abnormal'),
('thomAS JOHNSoN', 39, 'Female', 'B-', 'Hypertension', '2022-06-16', 'Cathy Mccoy', 'Freeman and Fletcher Patton,', 'UnitedHealthcare', 21182.132505192436, 245, 'Elective', '2022-07-08', 'Paracetamol', 'Normal'),
('TraceY cHaSE', 60, 'Male', 'AB-', 'Asthma', '2022-07-21', 'Alexis Gonzales', 'Delacruz-Watson', 'Medicare', 46157.428827085845, 419, 'Urgent', '2022-08-11', 'Lipitor', 'Abnormal'),
('cOLlEEn gIBBS', 59, 'Female', 'AB+', 'Diabetes', '2019-07-19', 'Kenneth Johnson', 'Fisher, Moore Jackson and', 'UnitedHealthcare', 35041.224094410674, 461, 'Elective', '2019-08-01', 'Lipitor', 'Normal'),
('taMi Baker', 67, 'Male', 'O+', 'Arthritis', '2020-11-29', 'Amanda Murray', 'PLC Nunez', 'Blue Cross', 23595.34539041676, 419, 'Urgent', '2020-12-05', 'Ibuprofen', 'Inconclusive'),
('jefFreY BAker', 82, 'Male', 'AB-', 'Asthma', '2022-01-22', 'Nicole Hall', 'Ltd Rodgers', 'Blue Cross', 20157.898454435504, 397, 'Emergency', '2022-02-05', 'Paracetamol', 'Inconclusive'),
('cYNTHIa berrY', 65, 'Male', 'AB+', 'Diabetes', '2022-12-10', 'Amy Ross', 'Hancock Group', 'Blue Cross', 51199.73920806826, 147, 'Emergency', '2022-12-29', 'Ibuprofen', 'Normal'),
('rOBeRT YAtES', 65, 'Female', 'O+', 'Cancer', '2020-01-24', 'Sarah Lawson', 'Bailey and Wilson, Scott', 'Blue Cross', 23845.791168104395, 349, 'Urgent', '2020-02-23', 'Penicillin', 'Normal'),
('wiLLiAm baRr', 61, 'Female', 'A-', 'Cancer', '2022-12-31', 'Jennifer Evans', 'Kim, Curry and Hensley', 'Blue Cross', 22176.601668734533, 231, 'Elective', '2023-01-09', 'Lipitor', 'Normal'),
('mARk rOdRIGUEZ', 52, 'Male', 'AB+', 'Asthma', '2023-08-22', 'Andrea Sweeney', 'and Hernandez Riggs, Diaz', 'Aetna', 46672.797834796416, 436, 'Emergency', '2023-09-07', 'Ibuprofen', 'Abnormal'),
('KIM RoDrIGUEZ', 48, 'Female', 'A+', 'Hypertension', '2021-03-09', 'Harold Griffin', 'Spears Group', 'Aetna', 27151.44048837802, 321, 'Urgent', '2021-03-15', 'Aspirin', 'Inconclusive'),
('joycE LOWerY', 78, 'Female', 'O+', 'Obesity', '2024-03-01', 'Ashley Parker', 'and Rice Wheeler, Jennings', 'Cigna', 24655.23208125536, 213, 'Elective', '2024-03-08', 'Aspirin', 'Normal'),
('AnTHonY FLyNn', 40, 'Male', 'A-', 'Asthma', '2019-05-15', 'Vanessa Roberts', 'Glenn-Lane', 'Medicare', 21619.417297457425, 135, 'Urgent', '2019-06-01', 'Lipitor', 'Abnormal'),
('mIChelE sToNe', 80, 'Female', 'A+', 'Asthma', '2024-02-10', 'Cameron Campbell', 'Carlson Hicks, Fitzgerald and', 'Medicare', 30317.262371910612, 252, 'Urgent', '2024-02-19', 'Ibuprofen', 'Abnormal'),
('BrAnDI maRtin', 71, 'Female', 'O+', 'Asthma', '2022-12-24', 'Cheryl Montoya', 'LLC Morales', 'Aetna', 23378.01089741111, 129, 'Emergency', '2023-01-05', 'Lipitor', 'Abnormal'),
('DAvid HeRnandEZ', 60, 'Female', 'AB+', 'Cancer', '2022-09-17', 'Denise Gardner', 'Thompson, Cole and Johnson', 'UnitedHealthcare', 12624.841400043457, 196, 'Urgent', '2022-09-30', 'Lipitor', 'Inconclusive'),
('gregORy bRoWn', 24, 'Male', 'B+', 'Asthma', '2023-02-20', 'Stacy White', 'Mills-Bryant', 'Blue Cross', 11829.924323883699, 401, 'Emergency', '2023-03-04', 'Paracetamol', 'Abnormal'),
('EVan MiLLER', 81, 'Male', 'O+', 'Obesity', '2022-05-18', 'Jessica Thomas', 'Alvarado Sullivan Miller, and', 'Blue Cross', 33378.64229368837, 233, 'Urgent', '2022-06-04', 'Aspirin', 'Normal'),
('MeGAn ARmstronG', 18, 'Male', 'AB-', 'Asthma', '2024-01-27', 'Jon Harding', 'Gomez, and Monroe Walter', 'Cigna', 30405.726663334193, 421, 'Emergency', '2024-02-05', 'Penicillin', 'Abnormal'),
('rEbECCA rOss', 82, 'Male', 'A+', 'Hypertension', '2021-01-01', 'Tonya Barker', 'Freeman Gonzalez Swanson, and', 'UnitedHealthcare', 8377.400954832421, 184, 'Elective', '2021-01-26', 'Aspirin', 'Normal'),
('CHRiSTOPhER RiVErS', 78, 'Female', 'O+', 'Hypertension', '2023-07-09', 'Regina Davis', 'Ltd Jones', 'UnitedHealthcare', 44265.86486549872, 376, 'Elective', '2023-07-10', 'Ibuprofen', 'Normal'),
('cHArLes LEwIS', 50, 'Male', 'AB-', 'Obesity', '2024-02-18', 'Shawn Hill', 'Lewis-Thompson', 'Cigna', 36861.20793072515, 354, 'Urgent', '2024-02-27', 'Lipitor', 'Abnormal'),
('OLivIA roWe', 36, 'Male', 'O+', 'Asthma', '2022-03-06', 'Lindsey Hale DDS', 'Gallagher-Johnson', 'Blue Cross', 20379.287225038657, 225, 'Emergency', '2022-04-01', 'Aspirin', 'Inconclusive'),
('MRs. SheryL WIleY', 72, 'Female', 'O-', 'Hypertension', '2021-06-19', 'Edward Dunlap', 'Knight PLC', 'Cigna', 16729.591069301205, 345, 'Emergency', '2021-07-18', 'Lipitor', 'Normal'),
('RoBeRt MiranDA', 46, 'Male', 'AB-', 'Asthma', '2020-07-21', 'Sonya Gonzalez', 'Johnson and Maldonado, Lee', 'Cigna', 6995.895569035143, 160, 'Elective', '2020-07-26', 'Paracetamol', 'Inconclusive'),
('SamUeL FrANCo', 70, 'Male', 'O-', 'Asthma', '2019-06-07', 'Seth Rivers', 'Ferguson Sons and', 'Blue Cross', 36923.59392398491, 287, 'Urgent', '2019-06-12', 'Ibuprofen', 'Abnormal'),
('ROBErT mARTinez', 37, 'Female', 'A+', 'Hypertension', '2022-05-22', 'Ronald Black', 'Sons Wright and', 'Medicare', 34996.48847031492, 110, 'Emergency', '2022-06-20', 'Paracetamol', 'Abnormal'),
('vICkiE mcLaUgHlin', 25, 'Male', 'B-', 'Diabetes', '2021-06-13', 'Hayden Silva', 'Moss Ltd', 'UnitedHealthcare', 49464.967598831565, 401, 'Elective', '2021-07-09', 'Penicillin', 'Inconclusive'),
('mAry rodrIGUEZ', 26, 'Male', 'A-', 'Cancer', '2019-05-26', 'Tyler Steele', 'Wilson-Wilson', 'UnitedHealthcare', 22120.601189451096, 340, 'Elective', '2019-06-13', 'Lipitor', 'Abnormal'),
('CHRistOPHeR wIlsON DDS', 65, 'Male', 'AB-', 'Arthritis', '2020-08-05', 'Matthew Armstrong', 'Perez-Martinez', 'Aetna', 22459.04146543831, 447, 'Urgent', '2020-08-08', 'Lipitor', 'Abnormal'),
('caMeRON MooRe', 58, 'Female', 'AB+', 'Diabetes', '2022-08-07', 'Christine Morris', 'Walters-Bonilla', 'Cigna', 28774.57926472218, 481, 'Urgent', '2022-08-30', 'Lipitor', 'Normal'),
('maRy HiLL', 65, 'Female', 'O+', 'Cancer', '2021-07-06', 'Tyrone Ramos', 'Williams LLC', 'UnitedHealthcare', 26081.325032317218, 104, 'Urgent', '2021-07-10', 'Aspirin', 'Inconclusive'),
('MIchElLE castILlO', 39, 'Male', 'A+', 'Obesity', '2020-01-03', 'Jeffery Banks', 'and Lynch Rodriguez Clark,', 'Cigna', 39878.389434115335, 298, 'Urgent', '2020-02-02', 'Lipitor', 'Inconclusive'),
('dANiEL dAvis', 55, 'Male', 'O-', 'Asthma', '2022-11-16', 'Molly Meyer', 'Moore-Butler', 'Medicare', 44396.72720765065, 477, 'Emergency', '2022-12-08', 'Penicillin', 'Inconclusive'),
('elIZAbetH hAWKiNs', 45, 'Male', 'B-', 'Hypertension', '2020-09-02', 'Nicole Roman', 'Hughes and Wong, Tanner', 'Medicare', 32893.81307650217, 120, 'Urgent', '2020-09-10', 'Aspirin', 'Normal'),
('stePHanIe hALl', 84, 'Female', 'B-', 'Obesity', '2023-08-21', 'Larry Walker', 'PLC Dixon', 'Aetna', 22567.727724090964, 228, 'Emergency', '2023-08-30', 'Penicillin', 'Abnormal'),
('caLVIN SToKes', 81, 'Female', 'A-', 'Diabetes', '2022-05-14', 'Jeffrey Edwards', 'Franklin Gentry and Kennedy,', 'Aetna', 43279.727770244535, 309, 'Emergency', '2022-05-22', 'Paracetamol', 'Normal'),
('dANIel NElSOn', 59, 'Male', 'B+', 'Diabetes', '2022-03-24', 'Evan Russell', 'Strong PLC', 'UnitedHealthcare', 28120.578171706973, 339, 'Urgent', '2022-04-12', 'Ibuprofen', 'Abnormal'),
('BIlLY crOSS', 63, 'Male', 'AB-', 'Arthritis', '2019-08-10', 'Joanne Johnson', 'PLC Chavez', 'Aetna', 17280.556212403524, 435, 'Urgent', '2019-09-04', 'Ibuprofen', 'Inconclusive'),
('mIcHAeL PhaM', 31, 'Female', 'AB+', 'Diabetes', '2021-11-10', 'Lauren Bell', 'Keith-Romero', 'Cigna', 2134.9946370242624, 149, 'Emergency', '2021-11-13', 'Aspirin', 'Abnormal'),
('davID WHIte', 72, 'Male', 'O-', 'Hypertension', '2023-08-31', 'Elizabeth Gutierrez', 'Gordon Inc', 'Aetna', 34752.290374410506, 309, 'Urgent', '2023-09-17', 'Penicillin', 'Normal'),
('wILLIAm sIlVA', 36, 'Female', 'AB+', 'Asthma', '2023-11-27', 'Margaret Boone', 'Mitchell and Sons', 'Medicare', 5854.756737270101, 500, 'Elective', '2023-12-10', 'Paracetamol', 'Abnormal'),
('peNny HOwELl', 53, 'Female', 'AB-', 'Arthritis', '2020-11-15', 'April Wilson', 'Hodge-Morgan', 'Medicare', 13362.790118424295, 387, 'Emergency', '2020-11-22', 'Ibuprofen', 'Abnormal'),
('MR. phIllIp hEss pHd', 79, 'Male', 'B+', 'Obesity', '2020-03-08', 'John Brooks', 'Yoder-Carlson', 'Cigna', 19292.542182952722, 327, 'Elective', '2020-03-28', 'Penicillin', 'Normal'),
('tarA casTIlLo', 49, 'Female', 'B-', 'Diabetes', '2022-12-10', 'Eric Brock', 'Ramos LLC', 'Blue Cross', 12250.169186541241, 489, 'Emergency', '2022-12-19', 'Ibuprofen', 'Inconclusive'),
('AmandA BELl', 64, 'Female', 'AB-', 'Arthritis', '2020-04-07', 'Gregory Juarez', 'Dixon Tran Larson, and', 'Blue Cross', 14305.496887782048, 310, 'Elective', '2020-04-12', 'Penicillin', 'Inconclusive'),
('EDdIe PERRY', 61, 'Male', 'A-', 'Asthma', '2020-03-08', 'Timothy Carter', 'Ruiz-Williams', 'Blue Cross', 35534.82819047033, 439, 'Elective', '2020-04-04', 'Ibuprofen', 'Inconclusive'),
('joshuA HARdy', 77, 'Male', 'A-', 'Diabetes', '2021-10-01', 'Garrett Beltran', 'and Newton Campbell Sullivan,', 'Aetna', 45246.99832355175, 360, 'Emergency', '2021-10-13', 'Penicillin', 'Abnormal'),
('NiCHOlAS PERry', 22, 'Male', 'O-', 'Diabetes', '2021-05-29', 'Gwendolyn Clayton', 'LLC Martin', 'Blue Cross', 27954.426572647706, 484, 'Elective', '2021-05-31', 'Lipitor', 'Abnormal'),
('tamAra CLAYTOn', 65, 'Female', 'AB-', 'Diabetes', '2023-07-28', 'James Bailey', 'Scott, and Peters Burns', 'Blue Cross', 46417.34774067208, 284, 'Emergency', '2023-08-05', 'Ibuprofen', 'Normal'),
('bENjAMin HaWKINs', 51, 'Male', 'AB-', 'Obesity', '2021-06-11', 'Lauren Hahn', 'and Harrison Galvan, Shields', 'Blue Cross', 39741.496777895416, 448, 'Emergency', '2021-06-17', 'Paracetamol', 'Normal'),
('LIsa bRoWn', 50, 'Male', 'A-', 'Cancer', '2023-05-21', 'Nicole Cardenas', 'Lopez Bowman, and Combs', 'UnitedHealthcare', 20827.51222741158, 127, 'Urgent', '2023-05-29', 'Ibuprofen', 'Inconclusive'),
('AllIsON RamIReZ', 26, 'Male', 'B+', 'Diabetes', '2023-02-24', 'James Fields', 'Garcia-Jackson', 'Aetna', 41586.539307483006, 302, 'Elective', '2023-03-12', 'Lipitor', 'Inconclusive'),
('eLaINe PeterSON', 72, 'Male', 'B-', 'Arthritis', '2022-12-01', 'Dr. Alexander Lynch', 'Group Farley', 'Medicare', 48103.43313970735, 487, 'Emergency', '2022-12-05', 'Ibuprofen', 'Inconclusive'),
('crySTaL bErRY', 29, 'Male', 'AB-', 'Asthma', '2024-02-21', 'Meagan Zhang', 'Cole and Nelson, Davies', 'UnitedHealthcare', 38907.67676483317, 374, 'Urgent', '2024-03-19', 'Ibuprofen', 'Normal'),
('rOBErt MorrIs', 31, 'Female', 'B+', 'Cancer', '2021-10-29', 'Allison Morales', 'Tucker-Lewis', 'Blue Cross', 50489.19554265317, 290, 'Emergency', '2021-11-22', 'Ibuprofen', 'Abnormal'),
('ShARon wALTErS', 82, 'Male', 'O+', 'Obesity', '2022-04-03', 'Lynn Hunter', 'Walker-Smith', 'UnitedHealthcare', 44048.99655203948, 335, 'Elective', '2022-04-05', 'Penicillin', 'Abnormal'),
('GreGory GonZALEz', 85, 'Female', 'AB+', 'Hypertension', '2019-12-02', 'William Moore', 'Campbell LLC', 'Blue Cross', 18088.964078313886, 210, 'Elective', '2019-12-11', 'Paracetamol', 'Inconclusive'),
('joEl rIchARdS', 70, 'Female', 'B+', 'Diabetes', '2022-03-16', 'Jonathan Berry', 'Suarez Ltd', 'Blue Cross', 47628.62758763718, 454, 'Urgent', '2022-03-22', 'Lipitor', 'Inconclusive'),
('geORGE cAMPbEll', 72, 'Female', 'B-', 'Asthma', '2021-06-18', 'Lindsey Craig', 'White-Thompson', 'Cigna', 43588.84953105278, 244, 'Emergency', '2021-06-21', 'Ibuprofen', 'Inconclusive'),
('WilLIAM sMitH', 46, 'Female', 'A-', 'Arthritis', '2019-07-05', 'David Thompson', 'May, and Wagner Cooley', 'Aetna', 19479.552072298622, 181, 'Urgent', '2019-07-09', 'Aspirin', 'Inconclusive'),
('SHAroN EdWaRDS', 68, 'Male', 'A+', 'Cancer', '2020-05-26', 'Meredith Blair', 'Mejia Austin, and Davis', 'Cigna', 4005.6906799095937, 173, 'Urgent', '2020-05-31', 'Paracetamol', 'Normal'),
('JESSIcA RicHarD', 20, 'Male', 'B+', 'Asthma', '2020-11-25', 'Mr. Jorge Marshall', 'and Burnett Sons', 'Cigna', 32405.474570838727, 365, 'Urgent', '2020-12-17', 'Aspirin', 'Inconclusive'),
('hoLly cONRAD', 50, 'Female', 'AB+', 'Hypertension', '2023-11-13', 'Emily Foley', 'Sons Bennett and', 'Medicare', 25195.839745448557, 231, 'Emergency', '2023-12-12', 'Lipitor', 'Normal'),
('jAcQuElINE HAMilton', 65, 'Female', 'O+', 'Asthma', '2020-10-26', 'Kaylee Glenn', 'PLC Torres', 'Aetna', 35818.90311306447, 269, 'Emergency', '2020-11-15', 'Penicillin', 'Abnormal'),
('TODd HENDErSON', 18, 'Female', 'AB+', 'Arthritis', '2020-06-09', 'William Patel', 'Davidson-Shaw', 'Blue Cross', 28513.1760123064, 416, 'Elective', '2020-06-13', 'Aspirin', 'Inconclusive'),
('COUrTneY luNA', 54, 'Female', 'A-', 'Asthma', '2022-08-15', 'Brianna Wong', 'LLC Williams', 'Aetna', 33307.709798630756, 151, 'Emergency', '2022-08-30', 'Lipitor', 'Abnormal'),
('apRiL LOpeZ', 40, 'Male', 'A-', 'Arthritis', '2020-07-15', 'Jeffrey Thomas', 'and Sons Lane', 'Medicare', 44218.037233803094, 164, 'Urgent', '2020-07-24', 'Penicillin', 'Abnormal'),
('coNNor GonZAlez', 56, 'Female', 'O-', 'Asthma', '2022-03-20', 'Connie Lucas', 'Hampton-Collins', 'Aetna', 5655.413059826667, 488, 'Urgent', '2022-04-08', 'Lipitor', 'Normal'),
('KeNneth CrAWFORd DdS', 30, 'Female', 'B-', 'Diabetes', '2022-06-08', 'Bethany Anderson', 'Baker Elliott and Miller,', 'UnitedHealthcare', 42230.593911981974, 176, 'Elective', '2022-06-16', 'Penicillin', 'Normal'),
('ERIca joneS', 31, 'Female', 'AB+', 'Obesity', '2023-02-20', 'Sarah Hernandez', 'Santana Brock Morris, and', 'Cigna', 47484.26560816846, 284, 'Emergency', '2023-03-05', 'Ibuprofen', 'Inconclusive'),
('carmeN caMPBeLL', 67, 'Female', 'AB-', 'Diabetes', '2022-07-13', 'Jessica Montoya', 'Andrade-Stone', 'Medicare', 40495.81312297833, 250, 'Emergency', '2022-07-17', 'Ibuprofen', 'Inconclusive'),
('KAtiE WilLIAmS', 59, 'Female', 'B+', 'Arthritis', '2023-03-02', 'Gabrielle Johnson', 'Johnston Group', 'Aetna', 20109.592764231475, 399, 'Elective', '2023-03-24', 'Lipitor', 'Normal'),
('ARIaNA CLarK', 85, 'Female', 'AB+', 'Hypertension', '2024-01-16', 'Casey Long', 'Levy-Smith', 'Cigna', 24217.320709978867, 255, 'Elective', '2024-02-03', 'Penicillin', 'Abnormal'),
('MeLiSSa CRuZ', 44, 'Male', 'A+', 'Diabetes', '2024-04-30', 'Jonathan Duran', 'King Ltd', 'Aetna', 9043.847133775695, 471, 'Emergency', '2024-05-17', 'Lipitor', 'Inconclusive'),
('thomas zUniGA', 58, 'Male', 'AB-', 'Diabetes', '2021-04-04', 'Erin Powell', 'Garcia-Davis', 'UnitedHealthcare', 3722.788184839538, 113, 'Emergency', '2021-04-16', 'Aspirin', 'Inconclusive'),
('AMy MALDOnAdO', 59, 'Female', 'AB-', 'Asthma', '2019-10-25', 'Kenneth Kaufman', 'Inc Wright', 'Aetna', 38441.50577471165, 282, 'Elective', '2019-10-27', 'Penicillin', 'Abnormal'),
('JOse COLLINs', 63, 'Female', 'A-', 'Asthma', '2022-06-08', 'Travis Noble', 'Garcia, King Chan and', 'Aetna', 12688.85302308247, 412, 'Elective', '2022-06-25', 'Paracetamol', 'Abnormal'),
('SHeRRy SChuLtz', 36, 'Male', 'O+', 'Obesity', '2020-03-13', 'Benjamin Anthony', 'Wyatt and Kramer Porter,', 'Cigna', 47873.967661580515, 253, 'Elective', '2020-03-28', 'Lipitor', 'Normal'),
('MAttHeW aDAMs', 85, 'Female', 'AB+', 'Cancer', '2024-04-30', 'Shane Sanchez', 'Hicks-Salas', 'Medicare', 23390.360536402146, 229, 'Urgent', '2024-05-17', 'Paracetamol', 'Inconclusive'),
('gRAce sALaZar', 36, 'Female', 'B-', 'Arthritis', '2024-03-28', 'Raymond Roberts', 'Clarke-King', 'Blue Cross', 30735.4786052856, 166, 'Elective', '2024-04-26', 'Penicillin', 'Normal'),
('dana CarEy', 70, 'Male', 'A-', 'Cancer', '2020-03-09', 'Marilyn Jones', 'Wang-Barker', 'UnitedHealthcare', 35810.09633674239, 388, 'Urgent', '2020-03-30', 'Penicillin', 'Normal'),
('NICOLe AlLEN', 68, 'Male', 'AB+', 'Asthma', '2019-08-25', 'Micheal Coleman', 'Jackson Roberts, and Randolph', 'Medicare', 32015.00336010859, 216, 'Urgent', '2019-09-08', 'Penicillin', 'Normal'),
('AMY WheeLer', 83, 'Male', 'O-', 'Hypertension', '2024-02-27', 'Eddie Hughes', 'Jackson Collier and Delacruz,', 'Cigna', 644.3744071601363, 240, 'Urgent', '2024-03-07', 'Penicillin', 'Abnormal'),
('nATHAn ScOTt', 70, 'Female', 'A+', 'Asthma', '2019-08-19', 'Patrick Moran', 'Holmes Reed and Johnson,', 'Blue Cross', 9492.225487246009, 439, 'Elective', '2019-09-11', 'Ibuprofen', 'Normal'),
('cHaRlES GaRDnEr', 23, 'Female', 'O+', 'Cancer', '2023-06-10', 'Aaron Esparza', 'Clark Inc', 'Blue Cross', 41655.81972127788, 421, 'Emergency', '2023-06-13', 'Aspirin', 'Inconclusive'),
('micHelle alLEn', 74, 'Female', 'O-', 'Arthritis', '2021-07-20', 'Michael Schroeder', 'Parker, Kirk and Martin', 'Medicare', 4653.832107381182, 431, 'Urgent', '2021-08-09', 'Ibuprofen', 'Inconclusive'),
('hEaThER RAnDoLpH', 64, 'Female', 'A-', 'Hypertension', '2022-06-01', 'Susan Terry', 'Love PLC', 'Aetna', 46387.61658624745, 271, 'Elective', '2022-06-07', 'Penicillin', 'Normal'),
('JUlIa pERRy', 58, 'Female', 'A+', 'Hypertension', '2020-09-30', 'Sonya Costa', 'Mcdaniel PLC', 'Medicare', 35726.732852832356, 300, 'Emergency', '2020-10-03', 'Aspirin', 'Normal'),
('eDDiE woODS', 64, 'Male', 'A+', 'Diabetes', '2021-03-26', 'Robert Lara', 'LLC Kerr', 'Medicare', 38842.278694480236, 432, 'Urgent', '2021-03-29', 'Penicillin', 'Inconclusive'),
('DANa sTEPHEnS', 72, 'Male', 'O-', 'Arthritis', '2022-01-15', 'Sarah Ross', 'Marshall Holden and Small,', 'UnitedHealthcare', 22249.958373295434, 214, 'Elective', '2022-01-25', 'Ibuprofen', 'Normal'),
('jUlIE RODriGueZ', 73, 'Female', 'AB+', 'Cancer', '2022-10-30', 'Timothy Garcia', 'Ltd Brown', 'UnitedHealthcare', 28459.109028812178, 331, 'Emergency', '2022-11-10', 'Lipitor', 'Abnormal'),
('VicTORiA olson', 82, 'Female', 'B+', 'Arthritis', '2024-01-31', 'Teresa Harris', 'PLC Ritter', 'Blue Cross', 29245.586038150617, 260, 'Elective', '2024-02-15', 'Penicillin', 'Inconclusive'),
('DAvId muNoZ', 31, 'Male', 'AB+', 'Diabetes', '2022-12-20', 'Maurice Davis', 'Wall-Weaver', 'Medicare', 25773.32823641777, 406, 'Elective', '2023-01-09', 'Penicillin', 'Inconclusive'),
('ANgEla foSTer', 77, 'Female', 'B-', 'Asthma', '2020-07-24', 'Richard Ritter', 'Williams-Kim', 'UnitedHealthcare', 22421.25433370884, 236, 'Emergency', '2020-08-04', 'Ibuprofen', 'Normal'),
('jOY SChROedER', 82, 'Male', 'O-', 'Diabetes', '2020-08-16', 'Ashley Vincent', 'LLC Ramos', 'Aetna', 16385.468181500208, 237, 'Urgent', '2020-08-20', 'Ibuprofen', 'Abnormal'),
('AnNA MerrItt', 58, 'Male', 'O+', 'Asthma', '2020-11-06', 'Andrew Jackson', 'West-Mcdonald', 'Blue Cross', 2671.23689621905, 139, 'Elective', '2020-11-18', 'Ibuprofen', 'Inconclusive'),
('karEN zAmOrA', 52, 'Female', 'AB+', 'Asthma', '2024-03-14', 'Elizabeth Foster', 'Brown-Young', 'Cigna', 40494.091796491826, 352, 'Emergency', '2024-04-04', 'Aspirin', 'Normal'),
('jAmes gaRcIa', 32, 'Female', 'AB+', 'Diabetes', '2023-12-30', 'Michelle Davis', 'PLC Owens', 'Medicare', 22056.675262879624, 126, 'Urgent', '2024-01-11', 'Lipitor', 'Abnormal'),
('sara bAIlEY', 20, 'Male', 'B+', 'Cancer', '2020-08-10', 'Keith Carter', 'LLC Bates', 'Cigna', 9638.904059627892, 308, 'Elective', '2020-08-27', 'Aspirin', 'Abnormal'),
('aaRoN WrIghT', 84, 'Male', 'A-', 'Hypertension', '2021-07-06', 'Cynthia Robinson', 'and Brown Martinez Johnson,', 'Aetna', 47660.949991369576, 452, 'Elective', '2021-07-24', 'Aspirin', 'Normal'),
('LaNce WillIaMs', 75, 'Male', 'O+', 'Asthma', '2019-09-27', 'Brittany Howard', 'Reyes Edwards, Mullen and', 'Medicare', 2765.832719323722, 377, 'Urgent', '2019-10-05', 'Aspirin', 'Normal'),
('STEven HALL', 71, 'Male', 'B+', 'Obesity', '2024-02-26', 'Kimberly Sanders', 'Lane Evans and Cooper,', 'Cigna', 4088.4493064256885, 421, 'Elective', '2024-02-28', 'Lipitor', 'Abnormal'),
('JaSoN jOhNsON', 47, 'Female', 'AB+', 'Diabetes', '2020-11-05', 'Linda Diaz', 'and Montgomery Day Pierce,', 'Blue Cross', 34468.359636655216, 279, 'Emergency', '2020-11-30', 'Lipitor', 'Abnormal'),
('aShleY GArciA', 59, 'Male', 'O-', 'Cancer', '2022-08-20', 'Jessica Evans DDS', 'Booth-Moore', 'Blue Cross', 26795.687018321925, 182, 'Emergency', '2022-09-01', 'Lipitor', 'Abnormal'),
('Lance reid', 76, 'Female', 'O-', 'Hypertension', '2022-11-11', 'Ashley Wilson', 'Martin-Martinez', 'Blue Cross', 23370.746267666196, 467, 'Elective', '2022-12-06', 'Ibuprofen', 'Inconclusive'),
('MiChaEL pRICe', 20, 'Female', 'O+', 'Diabetes', '2019-05-24', 'Annette Holt', 'Dixon Smith, and Navarro', 'Aetna', 34688.847861694, 361, 'Emergency', '2019-06-02', 'Aspirin', 'Normal'),
('jeremy LOZAnO', 85, 'Male', 'O-', 'Diabetes', '2023-12-01', 'Cynthia Stark', 'Serrano Sons and', 'Medicare', 28882.902989123235, 273, 'Emergency', '2023-12-12', 'Aspirin', 'Normal'),
('chRisTY NielsEN', 42, 'Male', 'O+', 'Cancer', '2020-04-22', 'Jessica Smith', 'Thomas Jones and Hill,', 'UnitedHealthcare', 31914.0535992362, 304, 'Elective', '2020-05-15', 'Paracetamol', 'Inconclusive'),
('HeAthEr DAvis', 73, 'Female', 'A+', 'Cancer', '2023-06-07', 'Steven Sutton', 'Mendoza-Wilson', 'Medicare', 19391.543411320126, 466, 'Elective', '2023-06-19', 'Penicillin', 'Abnormal'),
('Mrs. LOri PerEZ', 19, 'Female', 'B+', 'Cancer', '2024-04-05', 'Sara Jimenez', 'and Stone Booth, Garcia', 'Cigna', 5954.725693706063, 408, 'Urgent', '2024-04-09', 'Penicillin', 'Abnormal'),
('BeTh PAdILla', 29, 'Male', 'A+', 'Hypertension', '2022-08-03', 'Jennifer Ray', 'Johnson-Nash', 'Blue Cross', 10783.805436352339, 146, 'Elective', '2022-08-15', 'Ibuprofen', 'Abnormal'),
('anGElICA NAVarrO', 71, 'Male', 'A-', 'Obesity', '2020-03-29', 'Steven Watts', 'Nguyen-White', 'UnitedHealthcare', 44706.97823967963, 167, 'Urgent', '2020-04-02', 'Penicillin', 'Normal'),
('sAMUel YAng', 32, 'Female', 'O+', 'Hypertension', '2019-12-31', 'Joshua Franklin', 'Serrano-Griffin', 'Medicare', 50173.24982829797, 183, 'Elective', '2020-01-20', 'Ibuprofen', 'Inconclusive'),
('MELISsA MaRTin', 65, 'Female', 'B-', 'Diabetes', '2019-05-30', 'Timothy Sanders', 'Garcia-Warren', 'UnitedHealthcare', 15263.689897475884, 415, 'Emergency', '2019-06-16', 'Lipitor', 'Inconclusive'),
('SAndrA boYeR', 20, 'Male', 'AB+', 'Diabetes', '2022-11-05', 'Joshua Garcia', 'Martinez-Solomon', 'Cigna', 2120.438304293979, 224, 'Urgent', '2022-11-17', 'Penicillin', 'Abnormal'),
('nEil FLoReS', 24, 'Female', 'A-', 'Hypertension', '2024-01-03', 'Gabriella Castro', 'PLC Thomas', 'Cigna', 31758.54223618583, 385, 'Urgent', '2024-01-20', 'Penicillin', 'Abnormal'),
('DIanE Nixon', 26, 'Male', 'O-', 'Hypertension', '2019-12-17', 'Lori Miller', 'Long-Jenkins', 'UnitedHealthcare', 43673.7282637953, 134, 'Elective', '2020-01-11', 'Lipitor', 'Inconclusive'),
('brIAnnA LAM', 29, 'Female', 'O+', 'Obesity', '2019-12-30', 'Adam Richardson', 'Hart and Winters, Giles', 'Cigna', 34517.82046889444, 204, 'Emergency', '2020-01-18', 'Penicillin', 'Inconclusive'),
('janice BErGer', 81, 'Female', 'O-', 'Hypertension', '2022-10-13', 'Rachel Jackson', 'and Cox Ibarra Perry,', 'Medicare', 32827.620815776376, 176, 'Emergency', '2022-10-27', 'Penicillin', 'Inconclusive'),
('aMY HoWArd', 55, 'Male', 'A+', 'Cancer', '2020-01-24', 'Daniel Byrd', 'and Rogers, Scott Ortega', 'Cigna', 22334.067788612083, 428, 'Emergency', '2020-02-08', 'Paracetamol', 'Normal'),
('JAy WerNER', 80, 'Female', 'AB-', 'Obesity', '2022-08-31', 'Natasha Sutton', 'Collins-Tyler', 'Blue Cross', 6971.632740332494, 161, 'Elective', '2022-09-09', 'Ibuprofen', 'Inconclusive'),
('jAson willIaMS', 65, 'Male', 'O+', 'Hypertension', '2019-08-14', 'Krista Peterson', 'Shaw-Blair', 'Blue Cross', 43577.68299772993, 396, 'Elective', '2019-09-11', 'Aspirin', 'Normal'),
('SARah heRNAndeZ', 38, 'Female', 'B+', 'Hypertension', '2022-01-19', 'Timothy Hendricks', 'Whitaker-Wright', 'Aetna', 27755.63437144248, 468, 'Elective', '2022-01-23', 'Lipitor', 'Inconclusive'),
('dOnAlD JOhnSON', 45, 'Male', 'O-', 'Diabetes', '2024-05-01', 'Nancy Thomas', 'Smith, and Lowe Gross', 'Blue Cross', 20257.981249099375, 134, 'Emergency', '2024-05-30', 'Lipitor', 'Inconclusive'),
('caRLA NEAl', 21, 'Female', 'AB-', 'Obesity', '2021-05-08', 'Kyle Martinez', 'Kelly-Williams', 'Blue Cross', 47234.08677343262, 203, 'Urgent', '2021-05-23', 'Ibuprofen', 'Inconclusive'),
('JOCElyn MELENDeZ', 53, 'Female', 'AB+', 'Arthritis', '2019-12-28', 'Victoria Johnson', 'Ltd Reed', 'Cigna', 30015.391938737146, 262, 'Elective', '2019-12-29', 'Penicillin', 'Inconclusive'),
('JAcQuELIne hAlL', 33, 'Female', 'A-', 'Cancer', '2023-08-12', 'Katherine Brown', 'Santiago, and Keith Johnson', 'Aetna', 6788.4162096067475, 363, 'Emergency', '2023-08-30', 'Paracetamol', 'Abnormal'),
('lInDA ROMeRO', 20, 'Female', 'AB+', 'Obesity', '2024-02-24', 'Timothy Chan', 'Roth-Stephenson', 'Medicare', 39493.66582997144, 262, 'Emergency', '2024-03-04', 'Ibuprofen', 'Normal'),
('JessICA nOrtoN', 64, 'Female', 'AB+', 'Asthma', '2019-09-05', 'Sheena Farley', 'LLC Hall', 'Medicare', 23269.843822620453, 499, 'Urgent', '2019-09-22', 'Penicillin', 'Abnormal'),
('ScotT tATE', 41, 'Male', 'O+', 'Arthritis', '2024-01-13', 'William Burch', 'Rose-Brown', 'UnitedHealthcare', 26028.635368529267, 415, 'Elective', '2024-02-03', 'Ibuprofen', 'Normal'),
('mITcHELl Stone', 18, 'Female', 'B-', 'Hypertension', '2023-03-08', 'Shawn Peters', 'Carter-Johnson', 'Cigna', 10381.479358717417, 438, 'Emergency', '2023-03-09', 'Lipitor', 'Inconclusive'),
('BRaDLEY cOX', 44, 'Female', 'A-', 'Arthritis', '2023-07-24', 'Katherine Huerta', 'and White, Martin Strickland', 'Medicare', 41989.197661440805, 449, 'Elective', '2023-08-16', 'Aspirin', 'Abnormal'),
('nOAh lOwe', 84, 'Male', 'AB-', 'Cancer', '2023-09-06', 'Christopher Gonzalez', 'Carter-Estrada', 'Blue Cross', 2091.7714939395532, 159, 'Emergency', '2023-09-24', 'Penicillin', 'Inconclusive'),
('KeitH roDRigUEz', 70, 'Male', 'A-', 'Diabetes', '2023-08-13', 'Nicholas Carey', 'Weaver-Parker', 'Cigna', 10614.88540676046, 360, 'Elective', '2023-08-18', 'Aspirin', 'Normal'),
('chrisTiNe marTinEZ', 76, 'Female', 'A+', 'Arthritis', '2024-04-05', 'Nicole Moses', 'Group Roberts', 'UnitedHealthcare', 43022.48556891322, 155, 'Urgent', '2024-04-16', 'Aspirin', 'Normal'),
('DaVid LeviNE', 59, 'Female', 'AB+', 'Asthma', '2023-03-30', 'Mary Brown', 'Williams-Garcia', 'UnitedHealthcare', 40998.75540249127, 163, 'Elective', '2023-04-06', 'Aspirin', 'Abnormal'),
('SHAwN WATson', 83, 'Female', 'B-', 'Diabetes', '2024-03-03', 'Trevor Hickman', 'Martinez-Gonzalez', 'UnitedHealthcare', 3754.013203957294, 239, 'Elective', '2024-03-21', 'Ibuprofen', 'Normal'),
('rObyn gOoDman', 74, 'Male', 'O-', 'Arthritis', '2021-05-16', 'Craig Hamilton', 'Clark-Riley', 'Blue Cross', 37012.866485635044, 211, 'Emergency', '2021-05-21', 'Penicillin', 'Inconclusive'),
('oLIVia joHNSon', 63, 'Male', 'A-', 'Diabetes', '2020-03-08', 'Michael Lyons', 'Stone Ltd', 'UnitedHealthcare', 38142.39657304854, 202, 'Urgent', '2020-03-13', 'Lipitor', 'Normal'),
('TraVIS GaRreTT', 30, 'Male', 'AB-', 'Hypertension', '2023-03-22', 'David Johnson', 'White Inc', 'Cigna', 29578.211126678376, 259, 'Urgent', '2023-03-23', 'Aspirin', 'Abnormal'),
('RyaN veGA', 53, 'Male', 'A-', 'Hypertension', '2020-10-08', 'Kelsey Dunn', 'Sons Acosta and', 'Medicare', 41793.48329681632, 181, 'Elective', '2020-10-29', 'Aspirin', 'Normal'),
('KiMBerLY sMiTh', 66, 'Female', 'A-', 'Obesity', '2022-02-08', 'Kimberly Oliver', 'and Sons Meadows', 'Medicare', 25823.096954652985, 416, 'Elective', '2022-03-09', 'Paracetamol', 'Abnormal'),
('chRiSTOpher Oliver', 54, 'Male', 'O+', 'Diabetes', '2023-10-15', 'Monica Santana', 'and Wilson Sons', 'Medicare', 5104.709588258751, 205, 'Urgent', '2023-11-09', 'Paracetamol', 'Normal'),
('mArtha MoRrIS', 30, 'Male', 'A-', 'Asthma', '2022-11-03', 'Vickie Garcia', 'Herring-Watts', 'Medicare', 38654.73821438459, 173, 'Elective', '2022-11-13', 'Paracetamol', 'Abnormal'),
('mELISSa hood', 67, 'Male', 'O-', 'Hypertension', '2023-01-18', 'Amanda Mcdaniel', 'Kelly, Combs and White', 'Blue Cross', 18728.762317338234, 279, 'Emergency', '2023-01-29', 'Penicillin', 'Abnormal'),
('DusTIn cOX', 39, 'Male', 'AB+', 'Obesity', '2019-09-26', 'Blake Garcia', 'and Rogers Powell Bennett,', 'Aetna', 21398.338155956062, 154, 'Elective', '2019-10-02', 'Lipitor', 'Abnormal'),
('JeNNIFEr rObERTs', 83, 'Male', 'AB-', 'Obesity', '2022-03-31', 'Timothy Bryant', 'Evans-Moses', 'Medicare', 37424.907796319625, 338, 'Urgent', '2022-04-04', 'Ibuprofen', 'Normal'),
('KYle MORris', 21, 'Male', 'B+', 'Diabetes', '2022-12-19', 'Robert Jordan', 'Gutierrez-Medina', 'Blue Cross', 9995.723252287422, 291, 'Elective', '2023-01-02', 'Paracetamol', 'Normal'),
('KAylA frederICk', 39, 'Female', 'AB-', 'Cancer', '2024-01-27', 'Holly Mitchell', 'and Mejia Johnson Clark,', 'UnitedHealthcare', 36973.343964037005, 270, 'Elective', '2024-02-26', 'Paracetamol', 'Inconclusive'),
('JAMes BaRrON', 67, 'Male', 'AB-', 'Diabetes', '2019-06-24', 'Gabriel Sanchez', 'Garcia-Ramos', 'Aetna', 41216.615589510344, 325, 'Urgent', '2019-07-03', 'Penicillin', 'Abnormal'),
('lARrY watTS', 77, 'Male', 'B-', 'Cancer', '2023-02-07', 'Emily Miller', 'Newman-Barrera', 'Cigna', 38466.647768131494, 312, 'Emergency', '2023-02-19', 'Paracetamol', 'Normal'),
('AlBeRT HEnSlEy Md', 72, 'Female', 'A-', 'Hypertension', '2022-11-20', 'Brandon Evans', 'Martinez Leon, Washington and', 'Medicare', 50066.071736749116, 278, 'Urgent', '2022-12-02', 'Ibuprofen', 'Normal'),
('aMAndA DurAN', 45, 'Female', 'A+', 'Obesity', '2020-02-08', 'David Cook', 'Ward-Gregory', 'UnitedHealthcare', 43622.66943933724, 317, 'Urgent', '2020-02-28', 'Penicillin', 'Inconclusive'),
('jOSepH MASon', 20, 'Female', 'A-', 'Hypertension', '2024-03-12', 'Charles Ramirez', 'Lee-Bridges', 'Medicare', 14779.837730392463, 310, 'Emergency', '2024-03-26', 'Penicillin', 'Normal'),
('KeNnetH torRes', 68, 'Female', 'AB+', 'Obesity', '2022-02-22', 'James George', 'Reese-Benjamin', 'Medicare', 39205.29313699534, 110, 'Urgent', '2022-03-04', 'Ibuprofen', 'Normal'),
('ALiSOn PattErSoN', 47, 'Male', 'O-', 'Hypertension', '2021-08-20', 'William Johnston', 'Wilson Hill and Ellison,', 'Cigna', 28273.006077684335, 260, 'Emergency', '2021-09-18', 'Paracetamol', 'Inconclusive'),
('BRyaN SMith', 40, 'Female', 'AB-', 'Asthma', '2024-03-15', 'Laura Carter', 'PLC Wong', 'Blue Cross', 8031.512296662963, 362, 'Elective', '2024-03-24', 'Paracetamol', 'Inconclusive'),
('JeRmaINe STEphEnS', 60, 'Female', 'B+', 'Asthma', '2020-02-15', 'Nicole Maldonado', 'Koch-Simpson', 'Aetna', 8927.66555282264, 420, 'Urgent', '2020-03-10', 'Aspirin', 'Inconclusive'),
('JAmEs oconnELL', 26, 'Male', 'B+', 'Cancer', '2020-03-30', 'Kayla Cook', 'Jones Inc', 'UnitedHealthcare', 18079.070915837547, 367, 'Elective', '2020-04-29', 'Lipitor', 'Normal'),
('jilL joRdAN', 32, 'Male', 'B+', 'Hypertension', '2022-11-21', 'Justin Evans', 'Williams-Pena', 'Aetna', 21977.816749615293, 212, 'Emergency', '2022-12-19', 'Ibuprofen', 'Abnormal'),
('sARah maRTIneZ', 45, 'Male', 'O-', 'Diabetes', '2022-04-19', 'Molly Andrade', 'Fernandez-Parrish', 'Medicare', 12781.956885363157, 298, 'Elective', '2022-04-30', 'Paracetamol', 'Abnormal'),
('dR. VaNEssa taYlOr Md', 70, 'Male', 'AB-', 'Arthritis', '2022-03-10', 'Anthony Hall', 'Harris Inc', 'Cigna', 38445.862070528914, 392, 'Emergency', '2022-03-18', 'Aspirin', 'Normal'),
('saRah AlvAREz', 64, 'Female', 'O-', 'Asthma', '2020-01-28', 'Jessica Brown', 'and Houston, Mitchell Davenport', 'Medicare', 34977.275882790615, 176, 'Urgent', '2020-02-03', 'Lipitor', 'Normal'),
('anGelA mOOrE', 30, 'Female', 'B-', 'Hypertension', '2022-11-21', 'Jason Graves', 'Smith-Obrien', 'Aetna', 41900.60031383976, 495, 'Elective', '2022-11-30', 'Lipitor', 'Abnormal'),
('dAVID GaRcIa', 80, 'Female', 'O+', 'Asthma', '2024-04-17', 'Emily Thompson', 'White-Terry', 'Cigna', 21091.200899916934, 437, 'Urgent', '2024-05-16', 'Aspirin', 'Inconclusive'),
('dAVId GUErrA', 25, 'Male', 'AB+', 'Hypertension', '2021-01-05', 'Tanya Johnson', 'Marks Ltd', 'Cigna', 43210.05824704524, 472, 'Elective', '2021-01-23', 'Paracetamol', 'Abnormal'),
('VALERIE tAylOr', 25, 'Male', 'A-', 'Arthritis', '2023-07-13', 'Angela Bullock', 'Warner-Ochoa', 'Blue Cross', 44444.8426125171, 287, 'Urgent', '2023-08-08', 'Penicillin', 'Inconclusive'),
('cRistiNA le', 70, 'Male', 'A-', 'Cancer', '2023-08-17', 'Emily Blake', 'Ltd Ortega', 'Cigna', 38686.99498602308, 408, 'Emergency', '2023-08-19', 'Lipitor', 'Abnormal'),
('rOBERT lONG', 84, 'Male', 'A+', 'Arthritis', '2022-05-24', 'Derek Fuentes', 'Davis, and Foster Stanley', 'UnitedHealthcare', 17826.614033773807, 276, 'Urgent', '2022-06-23', 'Lipitor', 'Normal'),
('jEsUS walKer', 66, 'Female', 'AB-', 'Diabetes', '2022-06-02', 'Mercedes Williams', 'Daniel Group', 'Cigna', 22930.790749956774, 175, 'Urgent', '2022-06-30', 'Ibuprofen', 'Abnormal'),
('kEnnEtH SaNCHeZ', 69, 'Male', 'B-', 'Obesity', '2019-06-12', 'Dylan Reyes', 'and Fitzgerald Wells Campbell,', 'Blue Cross', 47313.71147505011, 116, 'Urgent', '2019-07-04', 'Lipitor', 'Abnormal'),
('sTePhaNIe coNTRerAs', 70, 'Female', 'AB+', 'Asthma', '2020-07-19', 'Kenneth Nichols', 'Jimenez-Shaw', 'Aetna', 11001.998694363232, 348, 'Urgent', '2020-08-11', 'Aspirin', 'Inconclusive'),
('jonATHAn grEen', 81, 'Female', 'A+', 'Arthritis', '2024-05-02', 'Jason Hart', 'Nelson, Rush and Moore', 'Aetna', 1518.435254885321, 102, 'Urgent', '2024-05-13', 'Lipitor', 'Abnormal'),
('tARA ColLIns', 73, 'Male', 'B+', 'Diabetes', '2023-04-03', 'Brian Griffin', 'Jones Group', 'Aetna', 32243.2247941399, 486, 'Emergency', '2023-04-07', 'Aspirin', 'Inconclusive'),
('KeNneth meJIa', 72, 'Female', 'O+', 'Cancer', '2023-09-24', 'Sue Zimmerman', 'Bennett Inc', 'Blue Cross', 9293.884641679939, 283, 'Elective', '2023-09-28', 'Paracetamol', 'Normal'),
('dAvId lArsOn', 43, 'Female', 'O-', 'Obesity', '2024-04-01', 'Dan Perez', 'and Phillips Thomas Richardson,', 'Aetna', 21484.452353323606, 376, 'Elective', '2024-04-15', 'Lipitor', 'Normal'),
('edDIe loNG', 39, 'Male', 'B-', 'Arthritis', '2020-07-12', 'Juan Brown', 'Sims-Hudson', 'Aetna', 5689.596690960121, 203, 'Urgent', '2020-08-10', 'Ibuprofen', 'Normal'),
('ANTONiO aYaLa', 45, 'Female', 'A+', 'Cancer', '2021-08-03', 'Jason Taylor', 'Ltd Burton', 'Cigna', 9899.845051824777, 439, 'Elective', '2021-08-20', 'Ibuprofen', 'Normal'),
('Mary NguYen', 39, 'Female', 'A+', 'Obesity', '2021-03-04', 'Ashley Mcfarland', 'Young and Barrera, English', 'Cigna', 26105.48982495974, 112, 'Elective', '2021-03-10', 'Lipitor', 'Inconclusive'),
('nataLIe PETErSON', 58, 'Male', 'A-', 'Arthritis', '2024-01-04', 'Sarah Costa', 'LLC Delgado', 'Blue Cross', 5136.3012938824295, 268, 'Emergency', '2024-01-30', 'Penicillin', 'Normal'),
('mIcHAEL SuTTON', 56, 'Male', 'O-', 'Asthma', '2020-06-07', 'Sara Carroll', 'Taylor-Jarvis', 'Medicare', 26570.715522451286, 318, 'Urgent', '2020-07-01', 'Paracetamol', 'Inconclusive'),
('rAY tAYlor', 45, 'Male', 'AB+', 'Hypertension', '2022-12-29', 'Jason Barrett', 'Cervantes-Sanchez', 'Aetna', 10892.654584406033, 122, 'Urgent', '2023-01-22', 'Penicillin', 'Inconclusive'),
('jiLl TOwnseNd', 76, 'Male', 'B+', 'Hypertension', '2023-04-21', 'Laura Williams', 'LLC Craig', 'Blue Cross', 8524.498410126092, 304, 'Urgent', '2023-04-30', 'Lipitor', 'Normal'),
('amy JohnsOn', 85, 'Male', 'O-', 'Arthritis', '2019-11-09', 'Ronald Phillips', 'Harvey-Cook', 'Cigna', 45773.948146267, 441, 'Elective', '2019-12-09', 'Paracetamol', 'Inconclusive'),
('bArRy REyNoLds', 23, 'Male', 'AB+', 'Arthritis', '2024-02-26', 'Mariah Lyons', 'Peterson LLC', 'Medicare', 46866.743104337, 345, 'Urgent', '2024-03-16', 'Aspirin', 'Abnormal'),
('KAiTlyn mckNIght', 55, 'Male', 'B+', 'Hypertension', '2021-02-13', 'Blake Perez', 'Gonzalez-Logan', 'Medicare', 27214.391543476788, 377, 'Emergency', '2021-03-04', 'Ibuprofen', 'Abnormal'),
('tAnNEr rAYMOND', 80, 'Female', 'B-', 'Cancer', '2022-10-05', 'Michael Obrien', 'Inc Scott', 'Medicare', 45074.4857601788, 319, 'Emergency', '2022-10-16', 'Lipitor', 'Abnormal'),
('jOhN trAvIs', 66, 'Male', 'B-', 'Obesity', '2019-11-17', 'Claire Gill', 'Greene and Garcia, Wilson', 'Blue Cross', 40929.58504319716, 397, 'Emergency', '2019-12-07', 'Penicillin', 'Abnormal'),
('cassaNDRA vASQuEZ', 47, 'Male', 'AB+', 'Asthma', '2023-07-10', 'Jerry Payne', 'Odonnell-Martin', 'Medicare', 1371.1831704949755, 169, 'Elective', '2023-07-29', 'Paracetamol', 'Inconclusive'),
('KeIth hUNT', 22, 'Male', 'AB+', 'Asthma', '2022-07-21', 'Chad Mcguire', 'Kelly-Smith', 'Cigna', 31003.88609618534, 201, 'Urgent', '2022-07-30', 'Paracetamol', 'Inconclusive'),
('mArk colEMAN', 77, 'Female', 'A+', 'Obesity', '2022-10-31', 'Karla Miller', 'Lopez PLC', 'Blue Cross', 26996.214956315012, 203, 'Elective', '2022-11-17', 'Penicillin', 'Abnormal'),
('SARah FRAZier', 39, 'Male', 'A-', 'Diabetes', '2020-02-18', 'Elizabeth Rodriguez MD', 'Smith and Fisher, Gonzalez', 'Blue Cross', 25197.804976147087, 141, 'Emergency', '2020-03-14', 'Lipitor', 'Abnormal'),
('ChRIsTiNE WALker', 84, 'Female', 'AB-', 'Arthritis', '2024-03-09', 'Valerie Lang', 'Inc Williams', 'UnitedHealthcare', 44447.64354333157, 405, 'Emergency', '2024-03-25', 'Aspirin', 'Inconclusive'),
('Evan LOGAN', 49, 'Male', 'B-', 'Cancer', '2023-10-01', 'Darius Silva', 'White-Jackson', 'Cigna', 19748.38383538941, 153, 'Elective', '2023-10-16', 'Lipitor', 'Abnormal'),
('vIctoRIA JACKson', 41, 'Female', 'B-', 'Hypertension', '2023-09-26', 'Evan Davis', 'Edwards-Johnson', 'Aetna', 38244.86367982848, 131, 'Emergency', '2023-10-23', 'Paracetamol', 'Abnormal'),
('beNJAmIN HerrErA', 23, 'Male', 'AB+', 'Obesity', '2019-07-12', 'John Dickson', 'Chavez-Webster', 'Blue Cross', 22022.019654556505, 284, 'Urgent', '2019-07-31', 'Aspirin', 'Abnormal'),
('MICHAEl hOlMeS', 77, 'Female', 'B-', 'Arthritis', '2019-05-28', 'April Williams', 'LLC Long', 'Cigna', 18672.769403720667, 352, 'Elective', '2019-06-16', 'Aspirin', 'Inconclusive'),
('sTAceY cLARK', 69, 'Male', 'A-', 'Asthma', '2022-10-19', 'Michelle Rose', 'Pitts Austin, Johnson and', 'Cigna', 40928.09673049176, 419, 'Elective', '2022-10-31', 'Ibuprofen', 'Inconclusive'),
('MARc MilleR', 77, 'Female', 'O-', 'Arthritis', '2020-04-10', 'Samantha Woodward', 'Reese, Diaz and Johnson', 'Blue Cross', 12499.373659154564, 202, 'Urgent', '2020-04-11', 'Paracetamol', 'Abnormal'),
('anGElA tHOmpsOn', 69, 'Female', 'B+', 'Hypertension', '2020-01-15', 'Michelle Dunn', 'Kirk-Carlson', 'Aetna', 8843.251241935875, 349, 'Emergency', '2020-01-26', 'Lipitor', 'Normal'),
('mEliSsa WIlsOn', 69, 'Male', 'A-', 'Diabetes', '2021-09-05', 'Diana Hartman', 'Patrick, Munoz and Banks', 'Medicare', 47263.31572495158, 256, 'Elective', '2021-09-14', 'Aspirin', 'Abnormal'),
('juLIE riChArdSOn', 73, 'Male', 'AB-', 'Diabetes', '2023-01-30', 'Stacy Pierce', 'and Moore, Larson Moore', 'Blue Cross', 21705.28222351183, 368, 'Urgent', '2023-02-21', 'Ibuprofen', 'Abnormal'),
('JENnIFer gRiffIn', 53, 'Female', 'O+', 'Arthritis', '2023-02-08', 'Rebekah Prince', 'and Lamb, Fernandez Gomez', 'UnitedHealthcare', 27779.500991305667, 402, 'Urgent', '2023-02-26', 'Ibuprofen', 'Abnormal'),
('james WILKINson', 51, 'Female', 'O-', 'Asthma', '2021-01-22', 'Christopher Mitchell', 'Bryant-Page', 'Medicare', 21208.0157987857, 352, 'Elective', '2021-02-17', 'Aspirin', 'Abnormal'),
('saNDra oNeaL', 21, 'Male', 'A-', 'Arthritis', '2020-02-07', 'Shannon Crawford', 'PLC Fischer', 'Cigna', 44455.981189821534, 120, 'Emergency', '2020-02-09', 'Penicillin', 'Inconclusive'),
('ERica malonE', 36, 'Female', 'A+', 'Arthritis', '2023-05-02', 'Noah Collier', 'and Monroe, Murphy Deleon', 'Blue Cross', 34994.30042948887, 319, 'Elective', '2023-05-29', 'Penicillin', 'Normal'),
('Laura stricKlAnd', 49, 'Female', 'A-', 'Diabetes', '2022-03-08', 'Anne Clayton', 'Kemp Sons and', 'UnitedHealthcare', 47716.94028535166, 231, 'Emergency', '2022-03-23', 'Penicillin', 'Inconclusive'),
('JENNIFER COlLINs', 43, 'Female', 'O-', 'Cancer', '2023-10-28', 'Amy Fernandez', 'Davila Ltd', 'Blue Cross', 5005.780601720935, 460, 'Elective', '2023-11-17', 'Aspirin', 'Inconclusive'),
('yvETTE bARNEtt', 23, 'Female', 'AB+', 'Diabetes', '2021-02-04', 'Latoya White', 'Johnson LLC', 'UnitedHealthcare', 33117.974393980665, 254, 'Emergency', '2021-02-09', 'Paracetamol', 'Abnormal');

-- --------------------------------------------------------

--
-- Stand-in structure for view `hr_by_age_gender`
-- (See below for the actual view)
--
CREATE TABLE `hr_by_age_gender` (
`Age` int(11)
,`Gender` text
,`TotalRatings` bigint(21)
,`AvgHR` decimal(14,4)
);

-- --------------------------------------------------------

--
-- Table structure for table `human_vital_signs_dataset_2024`
--

CREATE TABLE `human_vital_signs_dataset_2024` (
  `Patient ID` int(11) DEFAULT NULL,
  `HeartRate` int(11) DEFAULT NULL,
  `RespiratoryRate` int(11) DEFAULT NULL,
  `Timestamp` text,
  `BodyTemperature` double DEFAULT NULL,
  `OxygenSaturation` double DEFAULT NULL,
  `SystolicBloodPressure` int(11) DEFAULT NULL,
  `DiastolicBloodPressure` int(11) DEFAULT NULL,
  `Age` int(11) DEFAULT NULL,
  `Gender` text,
  `Weight_kg` double DEFAULT NULL,
  `Height_m` double DEFAULT NULL,
  `Derived_HRV` double DEFAULT NULL,
  `Derived_Pulse_Pressure` int(11) DEFAULT NULL,
  `Derived_BMI` double DEFAULT NULL,
  `Derived_MAP` double DEFAULT NULL,
  `RiskCategory` text
) ENGINE=InnoDB DEFAULT CHARSET=latin1;

--
-- Dumping data for table `human_vital_signs_dataset_2024`
--

INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(1, 60, 12, '53:45.7', 36.861707108012936, 95.70204560529264, 124, 86, 37, 'Female', 91.54161781042703, 1.6793511495386064, 0.12103285740470844, 38, 32.45903107193736, 98.66666666666667, 'High Risk'),
(2, 63, 18, '52:45.7', 36.51163284237428, 96.68941321884793, 126, 84, 77, 'Male', 50.704921363786234, 1.992546278864286, 0.11706154720647544, 42, 12.77124626305356, 98, 'High Risk'),
(3, 63, 15, '51:45.7', 37.05204858016934, 98.50826478317362, 131, 78, 68, 'Female', 90.31675969, 1.770227684332464, 0.053199958, 53, 28.821069406784925, 95.66666666666666, 'Low Risk'),
(4, 99, 16, '50:45.7', 36.654747504854214, 95.01180149205474, 118, 72, 41, 'Female', 96.00618785155217, 1.833629095455426, 0.064474677, 46, 28.554610608265143, 87.33333333333333, 'High Risk'),
(5, 69, 16, '49:45.7', 36.97509754422735, 98.62379174, 138, 76, 25, 'Female', 56.020005821418636, 1.8664189298722969, 0.11848422142020956, 62, 16.08143828760833, 96.66666666666666, 'High Risk'),
(6, 79, 12, '48:45.7', 36.884979062580214, 95.9871292, 130, 70, 22, 'Male', 79.86993283621617, 1.9223336907147646, 0.10396315743710202, 60, 21.61353304286171, 90, 'Low Risk'),
(7, 81, 17, '47:45.7', 37.273639584377314, 99.45671576538214, 118, 84, 43, 'Male', 57.84656504041972, 1.831483806988997, 0.055884652, 34, 17.245326017670862, 95.33333333333333, 'High Risk'),
(8, 96, 15, '46:45.7', 36.85263343367673, 97.12412468, 135, 77, 72, 'Female', 71.75897167, 1.6038878729923471, 0.073413373, 58, 27.895117756083998, 96.33333333333333, 'High Risk'),
(9, 83, 12, '45:45.7', 36.044191421051224, 98.58449733479578, 111, 84, 50, 'Male', 79.29533165339934, 1.6727351544521356, 0.098519563, 27, 28.339569682837293, 93, 'Low Risk'),
(10, 66, 15, '44:45.7', 36.95717841280944, 97.91626727887889, 131, 77, 61, 'Male', 53.923400264374514, 1.8963808200748644, 0.081363859, 54, 14.994298811649214, 95, 'High Risk'),
(11, 84, 16, '43:45.7', 36.27982119835746, 98.19939668167717, 119, 84, 35, 'Female', 71.89112983, 1.9695663813565147, 0.077628924, 35, 18.532502340797333, 95.66666666666667, 'Low Risk'),
(12, 84, 12, '42:45.7', 36.53178753600392, 97.99740132, 137, 83, 78, 'Female', 99.31411364074961, 1.8223973740783324, 0.10162465071077689, 54, 29.903691869979394, 101, 'Low Risk'),
(13, 72, 16, '41:45.7', 37.23706954181399, 96.58725178890397, 112, 76, 31, 'Female', 50.86972626145258, 1.8839393571802967, 0.1493607956329277, 36, 14.332619207836625, 88, 'High Risk'),
(14, 61, 13, '40:45.7', 36.50556429762609, 96.53272472086178, 112, 80, 45, 'Female', 82.22939150076127, 1.5539019000372916, 0.11074510276980602, 32, 34.0549213, 90.66666666666667, 'High Risk'),
(15, 98, 12, '39:45.7', 37.26153392, 98.67483992, 127, 87, 89, 'Female', 97.43162012894342, 1.900942413448079, 0.1376639504254099, 40, 26.962614528055973, 100.33333333333333, 'High Risk'),
(16, 99, 14, '38:45.7', 36.92458635485272, 99.99858724037915, 121, 74, 79, 'Male', 60.62135938618223, 1.969247054884459, 0.066820011, 47, 15.632385688334447, 89.66666666666667, 'High Risk'),
(17, 83, 15, '37:45.7', 37.22172639012343, 96.07349546, 113, 86, 23, 'Male', 75.20994662093743, 1.646758280852358, 0.06106864, 27, 27.73419523457724, 95, 'Low Risk'),
(18, 84, 16, '36:45.7', 36.152087868461685, 97.58444091881789, 127, 89, 62, 'Female', 74.61866727568952, 1.6643355955779602, 0.11670029962836698, 38, 26.938020852974397, 101.66666666666667, 'Low Risk'),
(19, 77, 17, '35:45.7', 36.807916083430555, 96.24222855728394, 137, 73, 57, 'Female', 58.49955451158789, 1.774594087553023, 0.057522457857761645, 64, 18.576098205132183, 94.33333333333333, 'Low Risk'),
(20, 97, 18, '34:45.7', 37.472456841088835, 98.04297005476519, 129, 87, 84, 'Female', 77.75672758870672, 1.9037199288070972, 0.052086636, 42, 21.455165175711944, 101, 'High Risk'),
(21, 85, 13, '33:45.7', 37.16282339629116, 98.31401277170345, 126, 85, 55, 'Male', 93.12903403316344, 1.7541445447603794, 0.096278396, 41, 30.265952348574814, 98.66666666666667, 'High Risk'),
(22, 73, 17, '32:45.7', 36.18151824261385, 99.90200580253885, 135, 84, 48, 'Female', 95.09293702290697, 1.991996662783528, 0.11384407828638726, 51, 23.964647657876547, 101, 'Low Risk'),
(23, 68, 18, '31:45.7', 36.220914150844926, 95.58053597307224, 114, 73, 60, 'Female', 61.55434129271483, 1.854340425870169, 0.067583878, 41, 17.90110152029846, 86.66666666666667, 'High Risk'),
(24, 69, 14, '30:45.7', 36.95519024212236, 97.68387310513745, 130, 87, 39, 'Male', 77.54513716679037, 1.5567209020715027, 0.11795434943234209, 43, 31.99875307399877, 101.33333333333333, 'High Risk'),
(25, 80, 19, '29:45.7', 36.86323516345643, 99.51950795144569, 117, 77, 62, 'Female', 71.15248391595478, 1.7081634891182298, 0.14156337484016887, 40, 24.385473681300116, 90.33333333333333, 'Low Risk'),
(26, 76, 16, '28:45.7', 37.42271213801093, 99.63600026446606, 135, 73, 84, 'Female', 70.34551164531612, 1.6869758761944422, 0.052026415030709074, 62, 24.718302815507883, 93.66666666666666, 'Low Risk'),
(27, 65, 15, '27:45.7', 36.55731074575897, 96.22988726495613, 116, 78, 37, 'Male', 63.12640131853298, 1.9418152733320744, 0.098782588, 38, 16.74153235665667, 90.66666666666667, 'High Risk'),
(28, 75, 13, '26:45.7', 37.23997066453434, 96.29594771001867, 128, 86, 22, 'Male', 63.21822843584924, 1.7789217969965083, 0.084980965, 42, 19.97692358588571, 100, 'Low Risk'),
(29, 60, 12, '25:45.7', 37.19756377230736, 97.86945129, 134, 84, 35, 'Female', 68.62056587763821, 1.7818648417319793, 0.11225477218973687, 50, 21.612488618097903, 100.66666666666666, 'Low Risk'),
(30, 78, 19, '24:45.7', 37.11877584974088, 97.28871528735438, 126, 79, 69, 'Male', 58.930397206250866, 1.7411088075051633, 0.066471983, 47, 19.439609807592117, 94.66666666666667, 'Low Risk'),
(31, 95, 15, '23:45.7', 36.05784254877839, 96.98968093180623, 125, 70, 86, 'Female', 66.96728274666296, 1.9549345145514565, 0.098984989, 55, 17.52258797285321, 88.33333333333333, 'High Risk'),
(32, 84, 16, '22:45.7', 36.85241108061342, 98.51129390218489, 137, 71, 79, 'Male', 88.51907980154311, 1.6261074403604603, 0.10222751551800628, 66, 33.47637442226686, 93, 'High Risk'),
(33, 89, 14, '21:45.7', 36.89068959099997, 95.38591338, 121, 75, 27, 'Male', 72.42064030845374, 1.937672985007682, 0.12137900953278187, 46, 19.28863040632227, 90.33333333333333, 'Low Risk'),
(34, 79, 17, '20:45.7', 37.13453205726851, 97.57455702186648, 137, 86, 67, 'Male', 95.07178872700644, 1.8016300971527168, 0.099383964, 51, 29.29006991, 103, 'Low Risk'),
(35, 79, 17, '19:45.7', 36.89497075026121, 96.67720813259857, 128, 73, 29, 'Female', 93.36290894, 1.799324981373316, 0.086584332, 55, 28.83733717900724, 91.33333333333333, 'Low Risk'),
(36, 74, 13, '18:45.7', 36.54163191455749, 95.97068986353736, 123, 75, 39, 'Female', 58.99126052206254, 1.8042133037062098, 0.089583095, 48, 18.122241540285764, 91, 'High Risk'),
(37, 99, 12, '17:45.7', 36.977600460820895, 97.03284611, 138, 77, 73, 'Female', 81.92752427017605, 1.8821007305505981, 0.12450527103756302, 61, 23.12832091750856, 97.33333333333333, 'High Risk'),
(38, 92, 16, '16:45.7', 37.12879298615971, 95.44714966184618, 134, 87, 52, 'Female', 69.61358896234202, 1.6698184393571487, 0.097674335, 47, 24.966376730413153, 102.66666666666667, 'High Risk'),
(39, 61, 19, '15:45.7', 36.27341533735906, 99.75255375977949, 135, 88, 74, 'Male', 54.11134935714672, 1.556922021104401, 0.065788215, 47, 22.32310701518736, 103.66666666666667, 'Low Risk'),
(40, 69, 19, '14:45.7', 36.01348424996832, 96.53088773356232, 123, 75, 44, 'Male', 63.50480417355511, 1.9936610808796984, 0.13630401156065225, 48, 15.977319479583194, 91, 'High Risk'),
(41, 92, 19, '13:45.7', 36.20599269, 96.70691850673653, 113, 80, 55, 'Female', 74.44662911431007, 1.6990489848935715, 0.1152425016701036, 33, 25.788924921954784, 91, 'High Risk'),
(42, 91, 19, '12:45.7', 36.32751288842679, 99.91514224403866, 111, 88, 42, 'Female', 98.99412994930063, 1.573305004952128, 0.054944307, 23, 39.992964216485966, 95.66666666666667, 'High Risk'),
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(220, 96, 17, '14:45.7', 36.370022660681606, 98.97046368495148, 120, 87, 35, 'Female', 75.77894615815038, 1.8798380060263487, 0.090654227, 33, 21.444094368569477, 98, 'High Risk'),
(221, 60, 18, '13:45.7', 36.87144414, 98.84704191245291, 127, 73, 39, 'Female', 91.85709729761038, 1.9357462167073833, 0.059878772541102014, 54, 24.514095815119102, 91, 'Low Risk'),
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INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(270, 60, 12, '24:45.7', 36.070289137850494, 99.44559244311772, 116, 82, 72, 'Male', 69.17405994412152, 1.820173534077739, 0.093949444, 34, 20.87938369745113, 93.33333333333333, 'Low Risk'),
(271, 82, 17, '23:45.7', 37.49104881610484, 99.64035245311862, 121, 84, 62, 'Male', 72.64411254544245, 1.8583583348311172, 0.11089087203258173, 37, 21.034950914245606, 96.33333333333333, 'Low Risk'),
(272, 76, 16, '22:45.7', 36.733160172835355, 98.06938522544887, 124, 78, 57, 'Male', 86.12112897299338, 1.920209283591943, 0.13937756426801984, 46, 23.35675925399319, 93.33333333333333, 'Low Risk'),
(273, 96, 15, '21:45.7', 36.84854933077052, 99.44382514175744, 114, 78, 46, 'Female', 91.98982894536985, 1.742182671121669, 0.1383722469861591, 36, 30.307661774276102, 90, 'High Risk'),
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(275, 84, 19, '19:45.7', 36.48620828770105, 97.62824926, 114, 81, 69, 'Female', 93.36515884, 1.6175256120377566, 0.082572712, 33, 35.68473765721226, 92, 'High Risk'),
(276, 63, 15, '18:45.7', 36.32089532376359, 96.33569400838574, 114, 84, 19, 'Male', 77.56929453110536, 1.7047374133347106, 0.1470043257646242, 30, 26.69161528054842, 94, 'Low Risk'),
(277, 68, 19, '17:45.7', 37.22695411426478, 95.08749954699938, 128, 85, 18, 'Female', 60.71047924993282, 1.705560898, 0.055925554, 43, 20.870324403614493, 99.33333333333333, 'Low Risk'),
(278, 87, 14, '16:45.7', 37.10367052522355, 97.04018620380529, 134, 83, 54, 'Female', 84.90061130982647, 1.629525370321001, 0.050221198, 51, 31.973381116332465, 100, 'High Risk'),
(279, 89, 13, '15:45.7', 36.14222637490269, 97.25838371786087, 116, 75, 72, 'Female', 87.16739152220055, 1.8349305465649133, 0.11241575937153662, 41, 25.88897099049028, 88.66666666666667, 'Low Risk'),
(280, 83, 12, '14:45.7', 36.42442850081605, 98.63063455168442, 118, 80, 29, 'Male', 60.04716981679961, 1.645170973543148, 0.078707709, 38, 22.18556359351786, 92.66666666666667, 'Low Risk'),
(281, 92, 17, '13:45.7', 37.25871881193058, 98.65427604194997, 113, 82, 43, 'Female', 75.39096118072999, 1.5798404411969402, 0.14709850720668793, 31, 30.20597277636515, 92.33333333333333, 'High Risk'),
(282, 79, 15, '12:45.7', 36.64352766275139, 96.33062624592917, 116, 78, 65, 'Female', 93.40928197959316, 1.96672136, 0.14339942183588675, 38, 24.149289887113255, 90.66666666666667, 'Low Risk'),
(283, 68, 15, '11:45.7', 36.365914740206904, 98.66886566803203, 125, 82, 43, 'Female', 92.43605002181563, 1.823991792403834, 0.1360206864052813, 43, 27.784054321687343, 96.33333333333333, 'Low Risk'),
(284, 67, 12, '10:45.7', 36.45981509839161, 96.83290529336064, 134, 81, 53, 'Female', 95.24859835037915, 1.7673609516687645, 0.062273748, 53, 30.49355671401572, 98.66666666666666, 'High Risk'),
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(286, 73, 18, '08:45.7', 36.36911997565951, 98.52499427553003, 128, 79, 62, 'Female', 78.50906819354233, 1.614379808499731, 0.11319954107742793, 49, 30.123705190980317, 95.33333333333333, 'High Risk'),
(287, 77, 17, '07:45.7', 37.02771351441119, 96.48983736364941, 130, 80, 23, 'Male', 56.60867602350013, 1.9331273820928727, 0.10029208718689836, 50, 15.148235653879604, 96.66666666666666, 'High Risk'),
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(295, 82, 12, '59:45.7', 36.11144297653963, 96.81297307183834, 123, 76, 88, 'Male', 77.53816188497595, 1.7163757987701833, 0.11530933909525991, 47, 26.32029404981408, 91.66666666666667, 'Low Risk'),
(296, 88, 13, '58:45.7', 36.58525936412978, 96.03148075136195, 126, 72, 78, 'Male', 57.36374776960959, 1.7152316906862741, 0.09963187, 54, 19.49808383, 90, 'Low Risk'),
(297, 80, 13, '57:45.7', 36.208062108894865, 95.20276737203774, 124, 73, 47, 'Female', 53.28602066534023, 1.8349561234039047, 0.054256416, 51, 15.825663267425336, 90, 'High Risk'),
(298, 78, 18, '56:45.7', 37.22381478513114, 98.28653713, 118, 84, 32, 'Female', 50.89644447730422, 1.9185593004173465, 0.066757433, 34, 13.827287405382133, 95.33333333333333, 'High Risk'),
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(300, 82, 12, '54:45.7', 36.50790367616826, 95.62725376, 139, 83, 73, 'Female', 82.83293276921931, 1.5225176575507597, 0.075316155, 56, 35.73373085336647, 101.66666666666666, 'High Risk'),
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(303, 67, 19, '51:45.7', 36.276801294642276, 96.5751361, 115, 89, 86, 'Male', 71.14458637720985, 1.6913647390263584, 0.067792106, 26, 24.869514902731346, 97.66666666666667, 'Low Risk'),
(304, 68, 17, '50:45.7', 37.25199759991404, 98.93373704435092, 123, 85, 25, 'Male', 97.59387722817152, 1.6535115895481964, 0.11139126474874725, 38, 35.69505747424233, 97.66666666666667, 'High Risk'),
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INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(533, 73, 15, '01:45.7', 36.575564486922936, 98.34743865140624, 110, 87, 40, 'Male', 63.55930531053481, 1.656744141980019, 0.086862921, 23, 23.15625132427794, 94.66666666666667, 'Low Risk'),
(534, 81, 13, '00:45.7', 36.75538817786861, 99.32942335699775, 113, 73, 23, 'Female', 52.03247407142348, 1.5442450206778575, 0.075273686, 40, 21.819362479270083, 86.33333333333333, 'Low Risk'),
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(539, 85, 17, '55:45.7', 36.587052188262234, 97.22139188675449, 116, 76, 52, 'Male', 87.03992196557036, 1.6358265971228483, 0.089162864, 40, 32.52699647845263, 89.33333333333333, 'High Risk'),
(540, 81, 12, '54:45.7', 36.18074803486256, 98.37089427842835, 134, 79, 88, 'Female', 99.25661514709007, 1.8183235135202747, 0.11036327206408034, 55, 30.020446766564906, 97.33333333333333, 'High Risk'),
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(542, 82, 14, '52:45.7', 36.98513498723698, 96.89502549791044, 133, 76, 21, 'Female', 77.06068621573255, 1.533148728002403, 0.133067307, 57, 32.78417791989974, 95, 'High Risk'),
(543, 76, 16, '51:45.7', 36.90485024464233, 97.94697244492083, 112, 78, 80, 'Female', 73.57287825097384, 1.7925778311350273, 0.14405226197771787, 34, 22.896110061530432, 89.33333333333333, 'Low Risk'),
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(545, 97, 15, '49:45.7', 37.17594393947269, 97.71544922383323, 121, 72, 30, 'Female', 57.62561945771812, 1.9929932104918087, 0.087193051, 49, 14.507880462583186, 88.33333333333333, 'High Risk'),
(546, 61, 18, '48:45.7', 36.911734845531996, 98.82090327807227, 137, 73, 18, 'Female', 50.036595483171396, 1.7372288280133774, 0.079187027, 64, 16.579586591678765, 94.33333333333333, 'High Risk'),
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(551, 70, 19, '43:45.7', 36.732613634009596, 95.35220827907358, 128, 72, 84, 'Female', 56.82468979, 1.572737315490367, 0.099522296, 56, 22.97336915233659, 90.66666666666666, 'Low Risk'),
(552, 74, 18, '42:45.7', 36.76379817747228, 96.85596100346747, 112, 87, 79, 'Female', 75.28155632670544, 1.563810239090636, 0.1254358423672095, 25, 30.783676335831498, 95.33333333333333, 'High Risk'),
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(558, 87, 16, '36:45.7', 37.18087931271113, 96.52812274769738, 120, 80, 79, 'Male', 96.67272138521628, 1.9429620974946364, 0.059312502, 40, 25.60797794406936, 93.33333333333333, 'Low Risk'),
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(561, 74, 14, '33:45.7', 36.65877345628376, 99.94410452964584, 130, 88, 86, 'Male', 87.72474701812715, 1.6118765152498433, 0.089034141, 42, 33.7643652, 102, 'High Risk'),
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(564, 64, 12, '30:45.7', 36.96057494598459, 95.61023198399951, 132, 78, 57, 'Female', 57.190894943466716, 1.9726681564106072, 0.052352628, 54, 14.696666000885568, 96, 'High Risk'),
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(566, 65, 12, '28:45.7', 36.19491348, 95.97494862466908, 138, 79, 88, 'Female', 59.04144991653432, 1.6856955581097122, 0.084299704, 59, 20.777760182370614, 98.66666666666666, 'Low Risk'),
(567, 90, 15, '27:45.7', 36.21567170167188, 95.95497141680578, 118, 80, 42, 'Male', 55.391296659424675, 1.7871316598508538, 0.12397208503177014, 38, 17.34316813716671, 92.66666666666667, 'High Risk'),
(568, 84, 15, '26:45.7', 36.67941033429589, 97.27662634, 133, 75, 54, 'Female', 66.54851569716854, 1.8513249578695894, 0.11136831462112148, 58, 19.416594531218664, 94.33333333333333, 'Low Risk'),
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(747, 94, 19, '27:45.7', 37.03265987763871, 99.28671010081854, 130, 73, 73, 'Female', 62.29555093028754, 1.617508945708781, 0.051546225, 57, 23.81023317713064, 92, 'High Risk'),
(748, 90, 15, '26:45.7', 36.387447786207055, 96.53198079354902, 129, 88, 29, 'Male', 53.875591957294276, 1.716638493, 0.11445479556001982, 41, 18.282448621984578, 101.66666666666667, 'High Risk'),
(749, 76, 13, '25:45.7', 36.082809156617024, 97.96590989555497, 113, 76, 54, 'Male', 97.28905262416006, 1.9929147741210662, 0.07878006, 37, 24.49551197, 88.33333333333333, 'Low Risk'),
(750, 87, 19, '24:45.7', 36.11264730800794, 97.24158502, 130, 88, 43, 'Female', 55.01445333373435, 1.5494471898247748, 0.14420402788796033, 42, 22.91517849605819, 102, 'Low Risk'),
(751, 71, 12, '23:45.7', 37.286337285513994, 97.42427974256864, 130, 70, 89, 'Male', 84.48442459, 1.6345139045161234, 0.080476166, 60, 31.622733767354177, 90, 'High Risk'),
(752, 83, 18, '22:45.7', 36.62220125235764, 95.79932309915777, 139, 76, 77, 'Female', 74.52289023263523, 1.9507797324792422, 0.11583175571984924, 63, 19.582729282173602, 97, 'Low Risk'),
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INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(796, 89, 13, '38:45.7', 36.879065447890824, 99.76677455359103, 112, 85, 21, 'Male', 58.33558954991193, 1.6036758894157812, 0.089376834, 27, 22.682994717557996, 94, 'Low Risk'),
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(800, 60, 12, '34:45.7', 37.11506730845983, 98.82409695, 117, 86, 77, 'Female', 92.42770806665396, 1.7725696450363413, 0.054697721, 31, 29.41680951831237, 96.33333333333333, 'Low Risk'),
(801, 83, 12, '33:45.7', 36.64772102445217, 97.60840090932996, 119, 79, 85, 'Female', 51.32617152962156, 1.6585647385375646, 0.10557721023937011, 40, 18.6583835, 92.33333333333333, 'Low Risk'),
(802, 97, 16, '32:45.7', 37.16132951138101, 98.03088332903927, 113, 86, 57, 'Female', 74.62417307685652, 1.6981116461185504, 0.13673448710268182, 27, 25.87897379, 95, 'High Risk'),
(803, 86, 19, '31:45.7', 37.288093411247225, 98.79382992248675, 120, 82, 22, 'Female', 54.920347698554146, 1.8955443274955655, 0.087061209, 38, 15.284998071646955, 94.66666666666667, 'High Risk'),
(804, 85, 19, '30:45.7', 36.108443828214966, 97.57864301578657, 114, 75, 47, 'Male', 75.13522235587806, 1.558622503657593, 0.06946734, 39, 30.928701795863848, 88, 'High Risk'),
(805, 85, 17, '29:45.7', 36.71348219542613, 98.01036244713825, 124, 80, 56, 'Female', 80.46773643337971, 1.7644296316693275, 0.13460622599722857, 44, 25.84717596135548, 94.66666666666667, 'Low Risk'),
(806, 66, 15, '28:45.7', 36.84097859236999, 96.90156071303423, 117, 76, 67, 'Male', 74.09876291047473, 1.892457271048305, 0.11079615433672088, 41, 20.689919091547033, 89.66666666666667, 'Low Risk'),
(807, 84, 15, '27:45.7', 36.95779465, 98.66962640042185, 123, 82, 55, 'Female', 97.32398569946557, 1.7294961098870762, 0.070023701, 41, 32.53723973646668, 95.66666666666667, 'High Risk'),
(808, 75, 14, '26:45.7', 36.999989954581054, 99.99348273, 121, 87, 57, 'Male', 72.94385208261954, 1.6200953787472843, 0.1224439432546083, 34, 27.7912146, 98.33333333333333, 'Low Risk'),
(809, 97, 19, '25:45.7', 36.276244889186124, 95.89171025505088, 120, 80, 32, 'Female', 83.83891751114405, 1.986621705, 0.081217185, 40, 21.242973644754827, 93.33333333333333, 'High Risk'),
(810, 77, 16, '24:45.7', 36.032615860996756, 95.90535917668619, 119, 77, 84, 'Female', 57.39700125091315, 1.5038095483728333, 0.12789741990809816, 42, 25.38069597439128, 91, 'Low Risk'),
(811, 76, 13, '23:45.7', 36.14059457215517, 99.98934327467991, 118, 85, 28, 'Male', 57.45940202, 1.7526191907592639, 0.14209192152338856, 33, 18.70621736016373, 96, 'Low Risk'),
(812, 65, 14, '22:45.7', 36.675576688653955, 95.84786893, 115, 88, 71, 'Female', 77.51620106245318, 1.8478251593200512, 0.092183457, 27, 22.702345485617222, 97, 'Low Risk'),
(813, 79, 17, '21:45.7', 37.217261126140635, 98.19036709525452, 138, 78, 37, 'Male', 66.96255863, 1.837458527197346, 0.12673130033116026, 60, 19.83338985221163, 98, 'Low Risk'),
(814, 82, 18, '20:45.7', 36.53723120969499, 96.13347232103789, 119, 80, 34, 'Female', 53.96204671142492, 1.549134480862462, 0.050054571027710694, 39, 22.485894684893363, 93, 'Low Risk'),
(815, 71, 13, '19:45.7', 36.3496515, 99.20414803886533, 112, 80, 43, 'Male', 61.309562596496114, 1.6757792634634252, 0.062302744819839266, 32, 21.832053838493497, 90.66666666666667, 'Low Risk'),
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(819, 86, 14, '15:45.7', 36.90039885493418, 97.71433514849768, 121, 76, 82, 'Male', 68.68546135934326, 1.5233414888948464, 0.1282813028711739, 45, 29.598539290507546, 91, 'Low Risk'),
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(823, 78, 14, '11:45.7', 36.35952022213003, 96.24264573487913, 114, 70, 82, 'Female', 51.03817156512191, 1.5138290878661491, 0.10792308471815103, 44, 22.27108706706405, 84.66666666666667, 'Low Risk'),
(824, 83, 18, '10:45.7', 36.103780287042774, 95.59126007264683, 129, 77, 36, 'Male', 94.21947581685272, 1.5002551374205073, 0.096854701, 52, 41.86108094, 94.33333333333333, 'High Risk'),
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(826, 62, 18, '08:45.7', 36.041085850212745, 96.65830166041103, 112, 86, 46, 'Female', 50.18668336140246, 1.7058471637763895, 0.051737765, 26, 17.246789404026305, 94.66666666666667, 'High Risk'),
(827, 68, 16, '07:45.7', 37.32773986177983, 98.34316571304781, 116, 75, 29, 'Female', 71.80303058980414, 1.5796589087974044, 0.084068129, 41, 28.77505302881748, 88.66666666666667, 'Low Risk'),
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(830, 98, 19, '04:45.7', 36.39884224, 96.92180280458004, 129, 88, 60, 'Female', 65.41380397999083, 1.5573696246107505, 0.13654758760027236, 41, 26.97031417, 101.66666666666667, 'High Risk'),
(831, 98, 18, '03:45.7', 37.22206519948994, 99.38233605723323, 133, 79, 46, 'Male', 74.05573526741095, 1.8045558682511207, 0.084687396, 54, 22.74144382, 97, 'High Risk'),
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(1011, 60, 12, '03:45.7', 37.144408464902675, 96.59569233524734, 118, 86, 48, 'Female', 63.97004550229556, 1.5974175254464433, 0.096587975, 32, 25.069159297961313, 96.66666666666667, 'Low Risk'),
(1012, 66, 12, '02:45.7', 36.781240738523586, 96.07581573643691, 118, 87, 48, 'Female', 73.86986103292419, 1.6362231352441534, 0.12113429094926023, 31, 27.591939171669914, 97.33333333333333, 'Low Risk'),
(1013, 82, 15, '01:45.7', 36.83297152779417, 99.96138687669827, 126, 81, 54, 'Male', 60.68649273154038, 1.5200677195492363, 0.066079365, 45, 26.26432030946135, 96, 'Low Risk'),
(1014, 75, 15, '00:45.7', 36.32600766207069, 97.44899141, 125, 89, 75, 'Female', 94.13287710552983, 1.7819471917920275, 0.1242639851535314, 36, 29.645014953522153, 101, 'Low Risk'),
(1015, 70, 12, '59:45.7', 36.631396992930796, 96.14032758075146, 116, 73, 30, 'Female', 79.96707779, 1.8906682549588711, 0.11502255396251304, 43, 22.370750873702413, 87.33333333333333, 'Low Risk'),
(1016, 94, 14, '58:45.7', 36.99379941303373, 95.15057498, 121, 84, 35, 'Male', 89.67439640794582, 1.553205478234637, 0.051677168, 37, 37.171546911448424, 96.33333333333333, 'High Risk'),
(1017, 98, 12, '57:45.7', 36.59978645074325, 98.03478531827338, 124, 70, 70, 'Male', 96.83978589449644, 1.7840173108710777, 0.1337643449574159, 54, 30.426758836298568, 88, 'High Risk'),
(1018, 81, 14, '56:45.7', 37.396459174545804, 98.07195935501538, 124, 73, 75, 'Male', 68.81565958761028, 1.8047586459234397, 0.11214035751769377, 51, 21.127543998901288, 90, 'Low Risk'),
(1019, 94, 16, '55:45.7', 37.12933323956062, 96.42812372622204, 120, 75, 60, 'Male', 77.11414744928803, 1.898411100012964, 0.1253088730992148, 45, 21.397031816027443, 90, 'High Risk'),
(1020, 92, 18, '54:45.7', 36.32384707722157, 99.74633276784782, 112, 78, 77, 'Male', 74.41332809409062, 1.8191698147486952, 0.11371377648464899, 34, 22.48558785691659, 89.33333333333333, 'High Risk'),
(1021, 95, 14, '53:45.7', 36.68078511726413, 97.01398420972798, 135, 80, 88, 'Female', 83.04718637060577, 1.7442174221555424, 0.1404629087809507, 55, 27.2975508, 98.33333333333333, 'High Risk'),
(1022, 99, 18, '52:45.7', 37.03798073090492, 97.22336140780175, 138, 83, 22, 'Male', 53.42194009706096, 1.671827895538634, 0.051205742, 55, 19.11333717301581, 101.33333333333333, 'High Risk'),
(1023, 87, 12, '51:45.7', 37.41071113242363, 95.59282583, 124, 82, 59, 'Female', 91.43348396131947, 1.7165410001912227, 0.076187955, 42, 31.031081076408483, 96, 'High Risk'),
(1024, 70, 19, '50:45.7', 36.66712235441213, 99.86716647961265, 131, 79, 30, 'Female', 66.70308619620695, 1.522189382331542, 0.14180864758897674, 52, 28.78780495577531, 96.33333333333333, 'Low Risk'),
(1025, 64, 18, '49:45.7', 36.91368271432816, 99.9839811, 122, 83, 83, 'Male', 52.43919929166665, 1.5447267043751585, 0.11117243334374216, 39, 21.976207284915176, 96, 'Low Risk'),
(1026, 77, 15, '48:45.7', 36.35069201100057, 99.33947234631842, 130, 71, 85, 'Female', 75.24570866, 1.591895917162162, 0.14916751683247065, 59, 29.692885183451036, 90.66666666666666, 'Low Risk'),
(1027, 63, 15, '47:45.7', 36.26545986969094, 95.62342193108479, 111, 83, 33, 'Female', 68.25152870065568, 1.949861958963816, 0.060149538747228365, 28, 17.951661490019408, 92.33333333333333, 'High Risk'),
(1028, 97, 15, '46:45.7', 36.056625344960054, 96.70442103980453, 111, 71, 25, 'Male', 79.50843903391475, 1.843817286436492, 0.083713931, 40, 23.38715869, 84.33333333333333, 'High Risk'),
(1029, 90, 13, '45:45.7', 36.88994985, 97.26303044122412, 126, 79, 84, 'Female', 57.081071217218565, 1.8714213159576785, 0.124238004, 47, 16.298550068889398, 94.66666666666667, 'High Risk'),
(1030, 83, 13, '44:45.7', 37.32878518815831, 95.62712755411201, 138, 87, 82, 'Female', 94.55383014394539, 1.5972248480308717, 0.11946638268345268, 51, 37.06354962692319, 104, 'High Risk'),
(1031, 89, 17, '43:45.7', 37.114246624655195, 97.70054914136117, 112, 71, 22, 'Male', 99.56729683, 1.5703805344673198, 0.064707114, 41, 40.37447702, 84.66666666666667, 'High Risk'),
(1032, 98, 18, '42:45.7', 37.17452324077412, 96.55380208950196, 113, 73, 45, 'Female', 73.47023616, 1.838865359875466, 0.064174949, 40, 21.727590741096133, 86.33333333333333, 'High Risk'),
(1033, 90, 19, '41:45.7', 36.293955174641006, 99.43842871, 121, 89, 63, 'Male', 73.47420835, 1.973938238791613, 0.086217543, 32, 18.856791323992322, 99.66666666666667, 'Low Risk'),
(1034, 71, 13, '40:45.7', 36.60216640276218, 98.12744485272322, 129, 70, 42, 'Male', 67.20859379575296, 1.8074300301247246, 0.055201895, 59, 20.57319873281366, 89.66666666666666, 'Low Risk'),
(1035, 62, 12, '39:45.7', 36.04483674784003, 98.48511814990326, 128, 70, 22, 'Female', 71.52251143412421, 1.5692581618089547, 0.056815552, 58, 29.043835183873792, 89.33333333333333, 'Low Risk'),
(1036, 89, 13, '38:45.7', 37.426348791926166, 99.36557756472351, 131, 89, 42, 'Male', 87.24987413540958, 1.6801648688220938, 0.13219520890987807, 42, 30.90729588757314, 103, 'High Risk'),
(1037, 67, 14, '37:45.7', 36.62242212719729, 98.29323879481525, 129, 75, 57, 'Female', 91.80013668311827, 1.8508768345814033, 0.08501544, 54, 26.797130306344233, 93, 'Low Risk'),
(1038, 69, 16, '36:45.7', 36.25702587623452, 98.48430157427367, 119, 84, 25, 'Female', 97.62112703881898, 1.9627598805448228, 0.077453176, 35, 25.34016700211831, 95.66666666666667, 'Low Risk'),
(1039, 83, 19, '35:45.7', 36.42526321150299, 98.98690403, 139, 82, 59, 'Female', 66.08353172902315, 1.5988772657707573, 0.10741461731992927, 57, 25.850145407006917, 101, 'Low Risk'),
(1040, 60, 14, '34:45.7', 36.310725445107245, 98.81765405116144, 130, 75, 84, 'Male', 58.76099634090394, 1.6283687254415127, 0.084363833, 55, 22.160708729397918, 93.33333333333333, 'Low Risk'),
(1041, 77, 14, '33:45.7', 36.342015239157924, 96.78534377, 120, 76, 27, 'Female', 96.04110904173416, 1.5043848742109072, 0.13297803636553013, 44, 42.43646993895298, 90.66666666666667, 'High Risk'),
(1042, 81, 15, '32:45.7', 36.84091925568973, 99.11888374001477, 139, 76, 41, 'Male', 60.27353674366507, 1.8740663500990455, 0.084926971, 63, 17.161559499412668, 97, 'High Risk'),
(1043, 90, 16, '31:45.7', 36.513261113181755, 99.01887282, 138, 79, 36, 'Female', 61.25265351996792, 1.7809548707402787, 0.055768706, 59, 19.311636503215535, 98.66666666666666, 'Low Risk'),
(1044, 86, 15, '30:45.7', 36.37496708492537, 99.53425616089274, 131, 80, 55, 'Female', 54.87215754819826, 1.5365833343584434, 0.096530605, 51, 23.24019670883143, 97, 'Low Risk'),
(1045, 75, 15, '29:45.7', 36.31530171585548, 96.9339613, 137, 75, 18, 'Female', 80.61019621, 1.552217959901569, 0.079067312, 62, 33.456813079845915, 95.66666666666666, 'High Risk'),
(1046, 77, 13, '28:45.7', 37.36234005319567, 96.48634074923125, 138, 83, 25, 'Female', 92.93591960479046, 1.8308312205234052, 0.086155603, 55, 27.72598483, 101.33333333333333, 'Low Risk'),
(1047, 70, 18, '27:45.7', 36.86473582008948, 96.32073362653395, 132, 78, 26, 'Male', 63.464727566219906, 1.686517415369171, 0.12063257320557709, 54, 22.312629792650164, 96, 'Low Risk'),
(1048, 77, 17, '26:45.7', 37.136965006582145, 97.11835930279118, 134, 70, 79, 'Male', 53.056808846168366, 1.7151502146990976, 0.098616122, 64, 18.035857749223027, 91.33333333333333, 'High Risk'),
(1049, 63, 18, '25:45.7', 36.94896963336052, 96.53513190858136, 128, 75, 75, 'Female', 64.14260781923605, 1.797162766, 0.14018852809513999, 53, 19.85965906009733, 92.66666666666666, 'Low Risk'),
(1050, 99, 14, '24:45.7', 36.92587256077501, 97.17869476673883, 120, 72, 61, 'Female', 79.05436283138509, 1.5788234157124232, 0.12117961429552838, 48, 31.714562518869027, 88, 'High Risk'),
(1051, 69, 13, '23:45.7', 37.062483332915455, 96.34820018958624, 116, 84, 82, 'Female', 72.64268262, 1.7262578102047574, 0.059238214, 32, 24.37701704, 94.66666666666667, 'Low Risk'),
(1052, 89, 19, '22:45.7', 36.958385314292336, 95.39072837205443, 123, 85, 49, 'Female', 78.60622202, 1.8487593749352764, 0.12772861942168734, 38, 22.998321726380524, 97.66666666666667, 'Low Risk'),
(1053, 63, 16, '21:45.7', 36.56202732892828, 96.48768686804435, 111, 89, 24, 'Female', 86.86837806452583, 1.564125440164514, 0.052352632, 22, 35.507373886731486, 96.33333333333333, 'High Risk'),
(1054, 67, 18, '20:45.7', 37.47859788393086, 95.51097924, 135, 89, 85, 'Male', 97.66043937347489, 1.6100603458328246, 0.098408343, 46, 37.673360900656505, 104.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(1056, 94, 19, '18:45.7', 36.51216019007736, 97.10287683014701, 125, 85, 39, 'Female', 81.84418913748605, 1.5558648524475422, 0.10892629901092776, 40, 33.80991743851424, 98.33333333333333, 'High Risk'),
(1057, 64, 12, '17:45.7', 37.241498487290364, 99.59417480362224, 120, 73, 41, 'Male', 88.99785055398502, 1.7800740939487216, 0.077379449, 47, 28.08687091296996, 88.66666666666667, 'Low Risk'),
(1058, 86, 18, '16:45.7', 37.09868046429871, 98.20929843549284, 128, 77, 33, 'Male', 60.66944910551548, 1.8730230612906191, 0.061340118, 51, 17.293535998630695, 94, 'High Risk'),
(1059, 96, 15, '15:45.7', 37.057688010142336, 97.48574641402494, 132, 84, 56, 'Female', 97.98099493, 1.6646253943329947, 0.099515397, 48, 35.35971971618788, 100, 'High Risk'),
(1060, 66, 17, '14:45.7', 37.144668380296785, 99.84917284312051, 133, 76, 41, 'Male', 74.89507607758192, 1.7532057955094729, 0.065508617, 57, 24.366181284046657, 95, 'Low Risk'),
(1061, 92, 16, '13:45.7', 36.43385782, 99.57003892242423, 110, 88, 65, 'Female', 80.25811085553255, 1.9509955594154453, 0.1271751738069659, 22, 21.08513427792597, 95.33333333333333, 'High Risk'),
(1062, 77, 19, '12:45.7', 36.68344680613701, 98.72338534941781, 127, 87, 42, 'Female', 72.21136993758458, 1.5325023835888947, 0.1378263954487563, 40, 30.74703674173643, 100.33333333333333, 'High Risk'),
(1063, 97, 18, '11:45.7', 36.57201133975983, 99.94535059414972, 112, 80, 73, 'Male', 86.18028977, 1.6204404357033697, 0.14182232293742714, 32, 32.82024406707006, 90.66666666666667, 'High Risk'),
(1064, 87, 17, '10:45.7', 36.32355839077115, 95.30329214854066, 137, 83, 78, 'Female', 82.34719671128511, 1.8609487863749226, 0.10662553360736576, 54, 23.778254799710965, 101, 'Low Risk'),
(1065, 74, 13, '09:45.7', 36.985741108839214, 97.89125099503569, 118, 81, 48, 'Female', 84.75857506211966, 1.797823070580669, 0.052992036, 37, 26.22344521925625, 93.33333333333333, 'Low Risk'),
(1066, 82, 15, '08:45.7', 37.44190983326656, 99.32023126, 135, 89, 78, 'Female', 69.92282542053418, 1.947270086, 0.11768223690777242, 46, 18.44024064611904, 104.33333333333333, 'High Risk'),
(1067, 91, 17, '07:45.7', 37.399911499671255, 95.46773534286446, 117, 73, 82, 'Male', 56.686916848874056, 1.6455306315301916, 0.12656899864742946, 44, 20.934900184449706, 87.66666666666667, 'High Risk'),
(1068, 68, 16, '06:45.7', 37.168143586849496, 99.44782975, 129, 73, 35, 'Female', 87.55121474, 1.8214816677085748, 0.12770565589922186, 56, 26.38837012138141, 91.66666666666666, 'Low Risk'),
(1069, 89, 14, '05:45.7', 37.03839198, 96.38562729355974, 111, 74, 70, 'Female', 51.33783251964637, 1.6447287951163028, 0.13402808619226947, 37, 18.97793422180452, 86.33333333333333, 'Low Risk'),
(1070, 88, 13, '04:45.7', 36.91972906829834, 97.37205542811824, 117, 86, 32, 'Female', 58.87507238, 1.924113811112226, 0.10892637243837619, 31, 15.902666091539796, 96.33333333333333, 'High Risk'),
(1071, 91, 17, '03:45.7', 36.27671002, 98.03395075978278, 115, 86, 24, 'Male', 62.24653285, 1.7574578292490306, 0.078982616, 29, 20.15326151789385, 95.66666666666667, 'High Risk'),
(1072, 94, 19, '02:45.7', 36.13277767773124, 96.95160608020252, 126, 74, 26, 'Male', 99.63335092300667, 1.5055091920397825, 0.060734770493209106, 52, 43.95799892084722, 91.33333333333333, 'High Risk'),
(1073, 77, 17, '01:45.7', 37.11902965671662, 95.15562510412765, 113, 89, 86, 'Male', 83.84214282492239, 1.5613303827117795, 0.10404160893894436, 24, 34.39321286, 97, 'High Risk'),
(1074, 88, 18, '00:45.7', 36.04895482406848, 96.89875477700312, 128, 89, 30, 'Male', 51.47936069392566, 1.574577037991911, 0.10794330971766129, 39, 20.76372733603823, 102, 'Low Risk'),
(1075, 76, 16, '59:45.7', 36.58868498, 99.03198992729388, 123, 78, 53, 'Male', 70.87941704313874, 1.7137161693299556, 0.059446608, 45, 24.134724636758897, 93, 'Low Risk'),
(1076, 68, 12, '58:45.7', 36.37135368, 97.23863640066918, 110, 78, 85, 'Male', 62.19876329883614, 1.5016126791782978, 0.061528210149998167, 32, 27.58454954341443, 88.66666666666667, 'Low Risk'),
(1077, 67, 19, '57:45.7', 36.76247184103226, 95.75078947721252, 137, 86, 60, 'Male', 56.18331743006284, 1.8498854851183042, 0.12459371563712485, 51, 16.417903159516346, 103, 'High Risk'),
(1078, 72, 18, '56:45.7', 36.84660983964897, 95.70172273565294, 117, 73, 54, 'Female', 57.941369669113186, 1.6546593500004858, 0.12341816427108455, 44, 21.162723696992202, 87.66666666666667, 'Low Risk'),
(1079, 92, 19, '55:45.7', 37.127583689394676, 95.83688808727469, 123, 89, 71, 'Female', 64.42864054490636, 1.6611629586544594, 0.058875869, 34, 23.34825838678271, 100.33333333333333, 'High Risk'),
(1080, 80, 17, '54:45.7', 37.26862497907476, 97.38052659472746, 134, 72, 27, 'Female', 78.30404599337359, 1.7344120917601153, 0.073675702, 62, 26.030326618547996, 92.66666666666666, 'Low Risk'),
(1081, 71, 16, '53:45.7', 36.55213888005524, 95.57364122052462, 139, 89, 47, 'Male', 76.46953178, 1.7986634505763825, 0.13186810833637796, 50, 23.636796249384183, 105.66666666666666, 'Low Risk'),
(1082, 89, 18, '52:45.7', 36.81164831283539, 99.32551029988053, 119, 71, 65, 'Female', 64.86034512681422, 1.688138230794113, 0.062420489301634775, 48, 22.75952765540975, 87, 'Low Risk'),
(1083, 60, 19, '51:45.7', 36.16671343351688, 95.08225119947384, 126, 76, 26, 'Male', 63.61378717857358, 1.7675390595680986, 0.0944104, 50, 20.361661445575066, 92.66666666666666, 'Low Risk'),
(1084, 80, 12, '50:45.7', 36.27832234309214, 98.13293622520149, 125, 82, 89, 'Female', 92.15345964045915, 1.717639091921797, 0.05263887, 43, 31.23545329047218, 96.33333333333333, 'High Risk'),
(1085, 88, 16, '49:45.7', 37.05311661, 95.16428616181095, 131, 70, 80, 'Male', 65.24726452550655, 1.762992998683985, 0.13348867752536026, 61, 20.992353618853972, 90.33333333333333, 'Low Risk'),
(1086, 73, 15, '48:45.7', 36.82511186311615, 97.76810634424099, 124, 77, 46, 'Female', 80.56153220113882, 1.9945818460082414, 0.106835045, 47, 20.249951791030067, 92.66666666666667, 'Low Risk'),
(1087, 97, 18, '47:45.7', 36.713340366263715, 97.60891368865578, 119, 73, 54, 'Female', 72.23386425264582, 1.6098781632107515, 0.068521593, 46, 27.871146210653347, 88.33333333333333, 'High Risk'),
(1088, 99, 13, '46:45.7', 36.08286009655074, 96.58336317059141, 121, 71, 40, 'Female', 93.77757682255992, 1.9249534352105329, 0.12572112057896995, 50, 25.30804219335814, 87.66666666666666, 'High Risk'),
(1089, 64, 19, '45:45.7', 37.06761140455098, 97.09149248204525, 135, 80, 21, 'Male', 96.84490511545687, 1.8522711396260856, 0.097456675, 55, 28.22719074337239, 98.33333333333333, 'Low Risk'),
(1090, 72, 14, '44:45.7', 36.233096066742725, 99.35243752910378, 139, 88, 34, 'Female', 95.8002668, 1.5616633270084959, 0.11933651974531558, 51, 39.28184657594008, 105, 'High Risk'),
(1091, 97, 17, '43:45.7', 36.09274146937922, 99.64735364970537, 125, 71, 87, 'Male', 53.16495851525376, 1.9355783864060832, 0.078009426, 54, 14.190704332264673, 89, 'High Risk'),
(1092, 64, 19, '42:45.7', 36.58335066409447, 98.84173959271207, 113, 74, 35, 'Female', 63.46668876424973, 1.6165443025597859, 0.098992925, 39, 24.286817982691677, 87, 'Low Risk'),
(1093, 96, 18, '41:45.7', 37.09030041470475, 98.02224846974167, 119, 81, 68, 'Male', 53.01602063482984, 1.6154559250784306, 0.064695926, 38, 20.315003408808543, 93.66666666666667, 'High Risk'),
(1094, 76, 14, '40:45.7', 37.07950273671828, 98.56990335450766, 131, 89, 39, 'Male', 61.23464899136117, 1.727700952107283, 0.1442021563007206, 42, 20.514459905449417, 103, 'Low Risk'),
(1095, 78, 19, '39:45.7', 36.572690084661076, 95.16190282614389, 129, 84, 49, 'Male', 89.91552251734184, 1.998412038445927, 0.06459801, 45, 22.514618785031768, 99, 'Low Risk'),
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(1273, 79, 13, '41:45.7', 36.129190831407676, 96.03024585065049, 128, 77, 26, 'Male', 66.45353155155453, 1.6105209823280053, 0.14570206786213655, 51, 25.620363728601294, 94, 'Low Risk'),
(1274, 75, 18, '40:45.7', 37.48393444897994, 95.82985216, 130, 87, 27, 'Female', 92.96467501, 1.5416530381929274, 0.1339576394068729, 43, 39.115120199309715, 101.33333333333333, 'High Risk'),
(1275, 67, 15, '39:45.7', 37.42654086, 97.22327254674228, 111, 71, 31, 'Female', 52.41648695036643, 1.5093391386296673, 0.1037402504770266, 40, 23.008814492481797, 84.33333333333333, 'Low Risk'),
(1276, 89, 14, '38:45.7', 36.16166142985148, 99.156234, 121, 85, 64, 'Female', 93.43352225375936, 1.860644662955638, 0.092377478, 36, 26.988319199525353, 97, 'Low Risk'),
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(1279, 76, 12, '35:45.7', 36.988311875888996, 99.13605250692392, 111, 86, 88, 'Female', 79.65414265893808, 1.6653678977441921, 0.13804372159962358, 25, 28.720235055388354, 94.33333333333333, 'Low Risk'),
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(1291, 76, 19, '23:45.7', 36.096013080679846, 96.58766693, 114, 72, 29, 'Female', 87.22747378168751, 1.7143541343651918, 0.07125161, 42, 29.67920179675461, 86, 'Low Risk'),
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(1306, 70, 14, '08:45.7', 36.90831209117989, 98.52993537012892, 122, 87, 68, 'Female', 98.84487398468264, 1.7270472661381262, 0.070837134, 35, 33.13948117533086, 98.66666666666667, 'High Risk'),
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(1308, 74, 15, '06:45.7', 37.469010388888705, 99.02806056788658, 139, 84, 54, 'Male', 65.21604218007226, 1.5318213811526782, 0.088397835, 55, 27.79317645214213, 102.33333333333333, 'Low Risk'),
(1309, 61, 19, '05:45.7', 37.29931635749133, 98.03813639311392, 128, 76, 57, 'Female', 50.41306063642979, 1.7216088364854851, 0.10760313463529106, 52, 17.008816610086857, 93.33333333333333, 'High Risk'),
(1310, 67, 14, '04:45.7', 36.42456698257416, 98.57428923106602, 112, 70, 79, 'Female', 52.68911611026982, 1.7260112998377473, 0.097046284, 42, 17.686163838422704, 84, 'High Risk'),
(1311, 65, 17, '03:45.7', 36.60149976194884, 95.00034260129235, 110, 88, 88, 'Male', 63.80742046046905, 1.6100125849326041, 0.081449038, 22, 24.61572583682083, 95.33333333333333, 'Low Risk'),
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(1314, 83, 12, '00:45.7', 37.35896662575017, 97.30147498338586, 114, 88, 75, 'Female', 60.72673385712165, 1.8715411008279255, 0.080887628, 26, 17.337288870980526, 96.66666666666667, 'High Risk'),
(1315, 74, 19, '59:45.7', 36.704101183450625, 99.89750810480804, 119, 85, 65, 'Male', 90.99912499894847, 1.9651981726550176, 0.14449792659583416, 34, 23.562670662537958, 96.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(1317, 89, 17, '57:45.7', 36.63765054515396, 96.08133636232232, 123, 80, 34, 'Female', 54.42860276112685, 1.5690627828803652, 0.082961233, 43, 22.10785172, 94.33333333333333, 'Low Risk'),
(1318, 85, 17, '56:45.7', 37.21548027892421, 99.34899251473934, 121, 74, 20, 'Male', 64.64695419470559, 1.858568245, 0.1482133504364163, 47, 18.715052207840348, 89.66666666666667, 'Low Risk'),
(1319, 64, 17, '55:45.7', 36.43843031221981, 95.60643977511472, 121, 81, 76, 'Female', 98.21582667, 1.9108492882132169, 0.099827312, 40, 26.898533720777262, 94.33333333333333, 'Low Risk'),
(1320, 60, 15, '54:45.7', 36.041099793035755, 99.09874073, 114, 89, 23, 'Female', 86.15975352074899, 1.9776409933147194, 0.059873421950466604, 25, 22.029748364669054, 97.33333333333333, 'Low Risk'),
(1321, 86, 14, '53:45.7', 36.10699644715405, 97.74229711119678, 115, 76, 58, 'Male', 99.45047181409048, 1.6965274717953882, 0.077784804, 39, 34.552943876966154, 89, 'High Risk'),
(1322, 80, 19, '52:45.7', 36.240706896771606, 95.40575557927008, 119, 73, 53, 'Female', 90.14446637891226, 1.7950181501151476, 0.14396849130242062, 46, 27.977015515945794, 88.33333333333333, 'Low Risk'),
(1323, 65, 18, '51:45.7', 36.104265006074186, 98.04076969121431, 131, 80, 28, 'Male', 75.30171797284127, 1.9325899973559677, 0.077948287, 51, 20.161620218194376, 97, 'Low Risk'),
(1324, 84, 17, '50:45.7', 36.62097939330814, 99.49356864690895, 115, 81, 51, 'Male', 74.40194263575495, 1.604750752, 0.095987015, 34, 28.89143406641966, 92.33333333333333, 'Low Risk'),
(1325, 77, 19, '49:45.7', 36.17115032687009, 97.81121144714197, 118, 85, 58, 'Male', 59.797817736038255, 1.9442940451944837, 0.078295712, 33, 15.818359557556192, 96, 'High Risk'),
(1326, 64, 18, '48:45.7', 36.036370259988644, 95.67114902680474, 110, 84, 80, 'Male', 99.71228076316817, 1.7343790618477597, 0.070880811, 26, 33.14825006037571, 92.66666666666667, 'High Risk'),
(1327, 92, 18, '47:45.7', 36.09447272359804, 98.95139844164302, 134, 74, 69, 'Female', 74.32420769980108, 1.5751350720470785, 0.12026763335213177, 60, 29.956749305913167, 94, 'High Risk'),
(1328, 77, 12, '46:45.7', 36.03254637, 99.22997448447033, 125, 81, 87, 'Female', 54.78872294888813, 1.8678277503384308, 0.096555323, 44, 15.704261953825476, 95.66666666666667, 'High Risk'),
(1329, 68, 13, '45:45.7', 36.21739658577675, 96.28879633652409, 116, 85, 49, 'Female', 55.436793612730625, 1.5746081666921878, 0.12647022480421882, 31, 22.359037492194947, 95.33333333333333, 'Low Risk'),
(1330, 69, 18, '44:45.7', 36.76108713304614, 98.29510735291063, 114, 78, 61, 'Female', 50.07443437748405, 1.5016902774220964, 0.060803206, 36, 22.205231968689112, 90, 'Low Risk'),
(1331, 96, 14, '43:45.7', 36.92867299498224, 99.91433430881226, 134, 70, 28, 'Male', 55.65812923554723, 1.8434443605227993, 0.08448103, 64, 16.378289246409306, 91.33333333333333, 'High Risk'),
(1332, 91, 19, '42:45.7', 36.85923685042611, 99.89767675612634, 131, 77, 51, 'Female', 68.15793679250919, 1.5276736202680388, 0.14217745147169558, 54, 29.204869957790994, 95, 'High Risk'),
(1333, 90, 12, '41:45.7', 36.983725963502046, 96.40483489, 126, 74, 44, 'Male', 64.34227680628456, 1.9168302007840956, 0.064906255, 52, 17.51173344783352, 91.33333333333333, 'High Risk'),
(1334, 69, 17, '40:45.7', 36.75830694, 99.09268991501071, 125, 82, 71, 'Male', 99.13490995836716, 1.5696732670471678, 0.11253038475596301, 43, 40.235378638746134, 96.33333333333333, 'High Risk'),
(1335, 95, 15, '39:45.7', 37.24519955706178, 98.78796561040143, 132, 79, 53, 'Male', 53.31656064215791, 1.706835066, 0.088299103, 53, 18.301176634508398, 96.66666666666666, 'High Risk'),
(1336, 92, 19, '38:45.7', 36.490852496146964, 98.83874968345977, 130, 74, 64, 'Male', 80.51875175, 1.7322142942634395, 0.054511499082538765, 56, 26.834517907704903, 92.66666666666666, 'High Risk'),
(1337, 74, 12, '37:45.7', 36.09007372, 98.24362181795749, 125, 73, 22, 'Male', 67.97623422129163, 1.8015259698541417, 0.050872111, 52, 20.944791794573277, 90.33333333333333, 'Low Risk'),
(1338, 83, 14, '36:45.7', 36.93827705996607, 95.84701715910596, 116, 76, 32, 'Male', 70.91153563200525, 1.9645643336633045, 0.082798914, 40, 18.37318212020413, 89.33333333333333, 'High Risk'),
(1339, 92, 14, '35:45.7', 37.20308423337782, 95.65576940539796, 124, 70, 61, 'Male', 83.63421112544421, 1.6402076705987905, 0.1087095322558379, 54, 31.08753502860007, 88, 'High Risk'),
(1340, 88, 15, '34:45.7', 36.80739843523304, 97.30060239965339, 117, 71, 63, 'Male', 94.12542283427653, 1.6975690846024774, 0.062933295, 46, 32.66269573319256, 86.33333333333333, 'High Risk'),
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(1342, 68, 15, '32:45.7', 36.02792253887939, 96.55760143, 127, 76, 53, 'Female', 53.27456874489364, 1.7039612882564392, 0.1430677385344989, 51, 18.348496987091057, 93, 'High Risk'),
(1343, 97, 19, '31:45.7', 36.57996422799106, 96.77307719, 117, 82, 22, 'Male', 88.74473286400186, 1.694743283, 0.062174134, 35, 30.898311260871445, 93.66666666666667, 'High Risk'),
(1344, 62, 13, '30:45.7', 37.35701948476976, 95.22900653215133, 119, 88, 71, 'Female', 64.53515228325712, 1.6364823479403958, 0.050192472, 31, 24.097594328609215, 98.33333333333333, 'Low Risk'),
(1345, 77, 15, '29:45.7', 37.204442833966255, 95.98671743916393, 129, 72, 37, 'Male', 64.70299434, 1.6430828420946475, 0.072860292, 57, 23.966546513782326, 91, 'Low Risk'),
(1346, 75, 17, '28:45.7', 37.31502551161454, 98.93118587162478, 127, 75, 88, 'Female', 77.58039803, 1.9496522147651467, 0.098737213, 52, 20.409751106595863, 92.33333333333333, 'Low Risk'),
(1347, 63, 16, '27:45.7', 36.61587084126419, 99.15102667117296, 125, 74, 86, 'Female', 60.459474506259276, 1.863040106, 0.059453224, 51, 17.418869272553085, 91, 'High Risk'),
(1348, 81, 12, '26:45.7', 36.542539437526905, 95.49660648264882, 116, 82, 67, 'Female', 73.23132587401398, 1.6735297062036434, 0.062113206679379855, 34, 26.147492416321374, 93.33333333333333, 'Low Risk'),
(1349, 89, 13, '25:45.7', 36.640732965050994, 97.02913402667842, 122, 89, 55, 'Female', 97.09348119969634, 1.5466376195186713, 0.07844879, 33, 40.58942823124972, 100, 'High Risk'),
(1350, 97, 13, '24:45.7', 36.442537435593046, 96.22656314227919, 127, 85, 68, 'Female', 50.97405520508603, 1.5115336716753358, 0.067976761, 42, 22.31071726, 99, 'High Risk'),
(1351, 82, 15, '23:45.7', 36.01966508910005, 99.84977852771476, 126, 86, 60, 'Male', 61.19077643039841, 1.6333376159746045, 0.11679527396298735, 40, 22.936863802466835, 99.33333333333333, 'Low Risk'),
(1352, 78, 17, '22:45.7', 36.75566276, 99.43121758253687, 135, 75, 39, 'Male', 96.55970983616201, 1.8465023298022254, 0.087101093, 60, 28.32019452649624, 95, 'Low Risk'),
(1353, 67, 12, '21:45.7', 36.92885497800672, 98.43083950605076, 127, 89, 37, 'Male', 70.77439687126255, 1.7890497466465511, 0.14582576720358312, 38, 22.11216892317583, 101.66666666666667, 'Low Risk'),
(1354, 86, 14, '20:45.7', 37.31976745201628, 98.23776527916208, 125, 86, 58, 'Male', 54.40824023777904, 1.6872269226932437, 0.1179035346884942, 39, 19.11250825533459, 99, 'Low Risk'),
(1355, 64, 12, '19:45.7', 36.274586712688915, 97.38185270669011, 125, 87, 57, 'Male', 69.43660198, 1.6478586050289055, 0.097878817, 38, 25.571050577994903, 99.66666666666667, 'Low Risk'),
(1356, 85, 14, '18:45.7', 37.165119835198425, 97.05863141, 116, 89, 27, 'Female', 79.4478578, 1.856333506956461, 0.14337884020957725, 27, 23.055268480076084, 98, 'Low Risk'),
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(1534, 74, 18, '20:45.7', 36.20437288717926, 96.06742644026086, 132, 89, 35, 'Male', 87.58382133505813, 1.6364344831740523, 0.058344988055500605, 43, 32.70594069596609, 103.33333333333333, 'High Risk'),
(1535, 92, 18, '19:45.7', 36.13761456026258, 97.46974048, 122, 76, 55, 'Male', 59.89836834724521, 1.7368042775201102, 0.1411204770972152, 46, 19.85698154147982, 91.33333333333333, 'High Risk'),
(1536, 61, 12, '18:45.7', 36.35793901695481, 99.82939058914926, 111, 74, 42, 'Male', 85.49672193, 1.6897309132227354, 0.1127762626142261, 37, 29.944313755340115, 86.33333333333333, 'Low Risk'),
(1537, 61, 17, '17:45.7', 37.114824947479434, 95.90791744505685, 120, 80, 86, 'Female', 93.77845939088269, 1.904627521851988, 0.053015523, 40, 25.851335417500948, 93.33333333333333, 'Low Risk'),
(1538, 96, 16, '16:45.7', 36.882881200819426, 99.08280583, 135, 72, 53, 'Female', 64.03834102539426, 1.606317641203845, 0.054311325, 63, 24.818596286739922, 93, 'High Risk'),
(1539, 85, 14, '15:45.7', 36.56028419744118, 96.35953556171847, 137, 77, 36, 'Male', 67.48392520183378, 1.5253183624907676, 0.13061702170043496, 60, 29.005432012974683, 97, 'Low Risk'),
(1540, 72, 12, '14:45.7', 36.08864976, 97.90426215, 122, 85, 75, 'Male', 91.85350835084323, 1.5874901226682716, 0.1495737748423992, 37, 36.447998561904804, 97.33333333333333, 'High Risk'),
(1541, 68, 13, '13:45.7', 36.21425664306389, 97.36288115788048, 110, 75, 59, 'Female', 80.29549071610128, 1.9168886323144085, 0.12216789659318705, 35, 21.852312008947944, 86.66666666666667, 'Low Risk'),
(1542, 72, 13, '12:45.7', 37.06687125595307, 96.24933731700193, 133, 79, 80, 'Male', 83.77558969825066, 1.8489328895730661, 0.080384729, 54, 24.506156218945158, 97, 'Low Risk'),
(1543, 84, 16, '11:45.7', 36.79856487758317, 96.07892664, 110, 70, 89, 'Male', 77.39708192922038, 1.5001905639505642, 0.1276958026513209, 40, 34.38996454, 83.33333333333333, 'High Risk'),
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(1547, 67, 18, '07:45.7', 37.25360675502718, 97.06201031160077, 116, 72, 67, 'Female', 95.16769234579351, 1.9644585660564684, 0.12097995979205654, 44, 24.660608701293302, 86.66666666666667, 'Low Risk'),
(1548, 88, 19, '06:45.7', 37.41690612215403, 99.84958940199992, 138, 89, 87, 'Female', 73.71205698, 1.6896474382340876, 0.14664378579794127, 49, 25.819411679887892, 105.33333333333333, 'Low Risk'),
(1549, 74, 13, '05:45.7', 36.24644282056867, 96.68573617, 129, 89, 49, 'Male', 97.23270862960186, 1.9910972313629764, 0.1447987793257028, 40, 24.52604085, 102.33333333333333, 'Low Risk'),
(1550, 68, 17, '04:45.7', 36.76235742913399, 96.94382837631885, 136, 78, 67, 'Female', 69.96304982109346, 1.916979544900083, 0.11495423451917487, 58, 19.038545901193945, 97.33333333333333, 'Low Risk'),
(1551, 95, 17, '03:45.7', 37.48873408135474, 99.77625398689614, 113, 88, 19, 'Male', 63.997308144452354, 1.5784278340737994, 0.11417109941900498, 25, 25.686932572325507, 96.33333333333333, 'High Risk'),
(1552, 95, 16, '02:45.7', 37.029077184981894, 98.16552149583886, 122, 89, 30, 'Female', 77.69169479338154, 1.5837023540949708, 0.12807177006815865, 33, 30.976152294385265, 100, 'High Risk'),
(1553, 77, 16, '01:45.7', 37.051523220107285, 97.92218521543703, 119, 74, 29, 'Male', 53.695331082179365, 1.7072837520247446, 0.12123439572641805, 45, 18.421505076336633, 89, 'High Risk'),
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(1556, 67, 18, '58:45.7', 36.17392926, 96.84199291330079, 127, 73, 32, 'Male', 89.34706219381368, 1.523379093025751, 0.13008118660057388, 54, 38.50031608902425, 91, 'High Risk'),
(1557, 99, 18, '57:45.7', 36.94128008504142, 97.37413983766135, 117, 79, 61, 'Female', 50.478487708157374, 1.544054449, 0.063835543, 38, 21.172937385892965, 91.66666666666667, 'High Risk'),
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(1559, 79, 14, '55:45.7', 37.114359096606314, 99.61063661125804, 137, 88, 50, 'Female', 66.3325676, 1.5006133693197068, 0.10596863609458426, 49, 29.45704549862179, 104.33333333333333, 'Low Risk'),
(1560, 61, 18, '54:45.7', 36.57980367617176, 96.91807000440747, 131, 75, 43, 'Male', 54.77206079242044, 1.7486438379017897, 0.091551717, 56, 17.91250637256085, 93.66666666666666, 'High Risk'),
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(1566, 94, 14, '48:45.7', 37.05243295036083, 98.31005502424216, 132, 86, 70, 'Male', 61.550207563872576, 1.7782235560825992, 0.06293661, 46, 19.465107375234076, 101.33333333333333, 'High Risk'),
(1567, 86, 17, '47:45.7', 37.017843421075746, 98.76739254740883, 121, 82, 44, 'Female', 79.61138809028733, 1.945324309337684, 0.089782356, 39, 21.037356591656014, 95, 'Low Risk'),
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(1569, 71, 16, '45:45.7', 36.86661281486706, 97.87667218988544, 132, 89, 37, 'Male', 91.56907774706292, 1.9227986631175824, 0.14409075219575007, 43, 24.767445564188854, 103.33333333333333, 'Low Risk'),
(1570, 96, 15, '44:45.7', 37.464455864646965, 99.85583168, 116, 85, 32, 'Female', 55.95666275731235, 1.8540837616874803, 0.08256992, 31, 16.27770242205818, 95.33333333333333, 'High Risk'),
(1571, 72, 19, '43:45.7', 36.49246129275344, 99.99629420033938, 113, 70, 23, 'Male', 51.10601471203072, 1.734189261548409, 0.10589687006742202, 43, 16.99335109451891, 84.33333333333333, 'High Risk'),
(1572, 77, 14, '42:45.7', 36.58695615746553, 97.55681268071321, 125, 74, 65, 'Male', 77.92266466317561, 1.9180640331797065, 0.084787465, 51, 21.180567492011328, 91, 'Low Risk'),
(1573, 91, 15, '41:45.7', 36.183668552748706, 96.78055503561686, 134, 80, 72, 'Female', 98.23981372035054, 1.7155414997715217, 0.052744667, 54, 33.37990325880183, 98, 'High Risk'),
(1574, 70, 15, '40:45.7', 37.15872571184959, 98.32758179296124, 115, 79, 64, 'Male', 81.96329086768193, 1.775745151434974, 0.10280407455488064, 36, 25.993102068497315, 91, 'Low Risk'),
(1575, 70, 15, '39:45.7', 37.46665868268593, 98.45847543244139, 129, 70, 72, 'Male', 67.71818956500928, 1.7067278775532533, 0.13921749601314326, 59, 23.247527720885806, 89.66666666666666, 'Low Risk'),
(1576, 71, 16, '38:45.7', 36.645465554688066, 95.29628707335704, 139, 80, 55, 'Male', 77.30533076280767, 1.8223120832628037, 0.1316708962919373, 59, 23.278979236926194, 99.66666666666666, 'Low Risk'),
(1577, 89, 17, '37:45.7', 37.19407522052622, 98.82779036759996, 135, 70, 29, 'Female', 56.769261973797555, 1.894734316998556, 0.051819323, 65, 15.813085028064155, 91.66666666666666, 'High Risk'),
(1578, 94, 18, '36:45.7', 36.619893303370674, 97.32326731570693, 135, 71, 40, 'Female', 73.41484832873633, 1.5894415881237745, 0.050018146, 64, 29.059943220022227, 92.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(1580, 72, 18, '34:45.7', 37.47505979857889, 97.70010353050279, 137, 81, 72, 'Female', 91.7474103, 1.5556203018389991, 0.06250767, 56, 37.91286547224627, 99.66666666666666, 'High Risk'),
(1581, 99, 14, '33:45.7', 36.496505566283474, 95.04972247675055, 124, 82, 48, 'Female', 51.468362087434066, 1.541336579254252, 0.14789266545845486, 42, 21.66433571940285, 96, 'High Risk'),
(1582, 70, 18, '32:45.7', 36.751963577008866, 96.49356629672299, 110, 89, 51, 'Female', 78.27574465902163, 1.792046815061188, 0.10006529175594658, 21, 24.374095369810863, 96, 'Low Risk'),
(1583, 62, 15, '31:45.7', 36.57742496211221, 95.47483652566088, 137, 75, 61, 'Female', 96.75149083441516, 1.9739513980802212, 0.12792734728795813, 62, 24.83045941046459, 95.66666666666666, 'Low Risk'),
(1584, 71, 13, '30:45.7', 36.12326106515466, 97.02069985714475, 125, 86, 75, 'Female', 55.85088212738216, 1.8650181887680652, 0.075625396, 39, 16.056981003404523, 99, 'High Risk'),
(1585, 87, 12, '29:45.7', 36.28548956287872, 99.26852659351515, 122, 71, 54, 'Female', 81.98268307060579, 1.6914737665734068, 0.103716369, 51, 28.65441815468504, 88, 'Low Risk'),
(1586, 63, 12, '28:45.7', 37.428709831712936, 95.05405003, 115, 78, 29, 'Male', 64.42005924353477, 1.7837522165210968, 0.071166172, 37, 20.24659838984944, 90.33333333333333, 'Low Risk'),
(1587, 76, 17, '27:45.7', 36.87425274655597, 97.64220015666776, 110, 73, 89, 'Male', 57.03486179036709, 1.8481363086656382, 0.07003028, 37, 16.698305213226007, 85.33333333333333, 'High Risk'),
(1588, 60, 19, '26:45.7', 37.05230293077546, 96.6695218, 111, 83, 87, 'Male', 84.97942957, 1.9368193116178039, 0.062231556454680176, 28, 22.653514992872264, 92.33333333333333, 'Low Risk'),
(1589, 73, 17, '25:45.7', 36.32673770387828, 97.69074291, 121, 84, 63, 'Female', 66.45732747136857, 1.827778635705934, 0.065460167, 37, 19.89278913448388, 96.33333333333333, 'Low Risk'),
(1590, 98, 18, '24:45.7', 36.84482451483888, 96.93762770550595, 110, 82, 25, 'Male', 73.16944441275777, 1.724296772899323, 0.075837271, 28, 24.609666399021666, 91.33333333333333, 'High Risk'),
(1591, 64, 19, '23:45.7', 37.17403628504982, 96.48280814150516, 114, 86, 68, 'Male', 97.81573113949884, 1.7700337762449587, 0.1292180561217357, 28, 31.22091291923258, 95.33333333333333, 'High Risk'),
(1592, 63, 13, '22:45.7', 36.40257831869556, 97.90205259, 131, 73, 89, 'Male', 63.293900507713445, 1.817642179768225, 0.11224509618252124, 58, 19.157775314584082, 92.33333333333333, 'Low Risk'),
(1593, 79, 18, '21:45.7', 36.31472637297918, 96.80780224303031, 112, 88, 80, 'Male', 85.96215719, 1.5093704415585765, 0.11373162834520036, 24, 37.732503741758094, 96, 'High Risk'),
(1594, 77, 19, '20:45.7', 36.85248023922703, 95.94358260933278, 135, 80, 21, 'Female', 53.13672575629186, 1.8443667130899795, 0.11467313165234481, 55, 15.620690908667022, 98.33333333333333, 'High Risk'),
(1595, 76, 14, '19:45.7', 36.859040473673076, 96.00854551748644, 137, 83, 57, 'Female', 69.76246080408804, 1.9494386343975714, 0.11866170628386455, 54, 18.357039989843255, 101, 'High Risk'),
(1596, 67, 16, '18:45.7', 36.56711670381196, 99.38369846043031, 117, 81, 66, 'Female', 97.00013649, 1.864580157204831, 0.089695103, 36, 27.900387110578592, 93, 'Low Risk'),
(1597, 84, 15, '17:45.7', 36.961718666760646, 96.18591610394917, 137, 89, 24, 'Male', 72.86084306, 1.934492960393545, 0.051487736, 48, 19.469728021255207, 105, 'Low Risk'),
(1598, 71, 17, '16:45.7', 37.39585534, 96.21642933801232, 127, 81, 88, 'Female', 90.89089386197594, 1.5594242625254897, 0.1313619166670033, 46, 37.375912170562856, 96.33333333333333, 'High Risk'),
(1599, 82, 19, '15:45.7', 37.39409686, 95.61822274449081, 130, 88, 21, 'Male', 69.21518080119915, 1.8114834420257924, 0.052961753, 42, 21.092721590072276, 102, 'Low Risk'),
(1600, 87, 16, '14:45.7', 36.37529208805811, 96.36228853330088, 117, 79, 39, 'Male', 84.69776347581909, 1.7875467610920086, 0.080026005, 38, 26.506788910244037, 91.66666666666667, 'Low Risk'),
(1601, 62, 15, '13:45.7', 36.234009050914764, 97.92556885279993, 113, 75, 43, 'Male', 68.43069308, 1.946288879031827, 0.077966804, 38, 18.064932219396436, 87.66666666666667, 'High Risk'),
(1602, 68, 15, '12:45.7', 36.48379074170323, 99.61391017508721, 138, 84, 31, 'Male', 60.65035614530454, 1.890612944211802, 0.1270528516485802, 54, 16.967900212294346, 102, 'High Risk'),
(1603, 68, 13, '11:45.7', 36.366306122573945, 99.12822134249697, 116, 73, 44, 'Female', 80.98300261348405, 1.831605883418583, 0.093035244, 43, 24.139585876170887, 87.33333333333333, 'Low Risk'),
(1604, 85, 17, '10:45.7', 37.09639543006618, 96.59868539536366, 115, 77, 86, 'Female', 60.483110438652034, 1.7761539294195827, 0.088553375, 38, 19.172242582792396, 89.66666666666667, 'Low Risk'),
(1605, 98, 12, '09:45.7', 37.12859256733991, 96.98971087632495, 135, 71, 58, 'Male', 70.17282093664885, 1.6899401477661988, 0.073444702, 64, 24.57119555162916, 92.33333333333333, 'High Risk'),
(1606, 93, 13, '08:45.7', 36.73735528595393, 98.25872712879195, 132, 88, 52, 'Male', 61.35676619722438, 1.5752051879249764, 0.12064742006016023, 44, 24.727954624893325, 102.66666666666667, 'High Risk'),
(1607, 84, 17, '07:45.7', 36.56414032017912, 98.94303655522818, 117, 86, 24, 'Male', 84.67676312397955, 1.7486815398860804, 0.11151458025608646, 31, 27.69126510600447, 96.33333333333333, 'Low Risk'),
(1608, 81, 15, '06:45.7', 37.30658086074368, 97.98980318666214, 131, 74, 81, 'Female', 88.55975953742131, 1.7443801577892448, 0.052563223, 57, 29.104098579430644, 93, 'Low Risk'),
(1609, 64, 13, '05:45.7', 36.83025972952579, 97.72184889, 111, 81, 24, 'Female', 76.17152709523776, 1.8446408990710756, 0.056824824, 30, 22.385613205316485, 91, 'Low Risk'),
(1610, 91, 12, '04:45.7', 37.28149145011429, 99.09861928610363, 115, 88, 20, 'Female', 51.941167087995666, 1.929984509395744, 0.11349821192024237, 27, 13.944535660147562, 97, 'High Risk'),
(1611, 71, 16, '03:45.7', 36.62103020344985, 97.18893810870824, 130, 85, 64, 'Female', 93.47898063, 1.9490427333678104, 0.14038082036269953, 45, 24.607712567928925, 100, 'Low Risk'),
(1612, 97, 18, '02:45.7', 36.84344656670653, 95.70424064420074, 118, 89, 30, 'Male', 57.060673668046924, 1.940014396644314, 0.08014872, 29, 15.160970025662692, 98.66666666666667, 'High Risk'),
(1613, 67, 18, '01:45.7', 36.72928328722704, 99.34286191969345, 119, 89, 20, 'Male', 83.04918062200844, 1.7710636783778342, 0.091845608, 30, 26.476891700853663, 99, 'Low Risk'),
(1614, 82, 14, '00:45.7', 36.95098533184757, 97.17199746973532, 127, 71, 62, 'Female', 93.02977605937213, 1.8175285851210903, 0.10085805788658397, 56, 28.161739419980258, 89.66666666666666, 'Low Risk'),
(1615, 91, 15, '59:45.7', 37.318336145174435, 95.69329644437528, 139, 89, 29, 'Female', 87.06419860278702, 1.6265754746554721, 0.080065776, 50, 32.90721792669433, 105.66666666666666, 'High Risk'),
(1616, 69, 19, '58:45.7', 36.75280647738083, 96.90084857382206, 127, 78, 48, 'Male', 84.11900544734632, 1.643268452409123, 0.069015702, 49, 31.151365891398598, 94.33333333333333, 'High Risk'),
(1617, 78, 13, '57:45.7', 36.11621707275054, 98.25926564642499, 133, 85, 41, 'Female', 64.45093298173087, 1.8136692739035323, 0.069418127, 48, 19.593544947234644, 101, 'Low Risk'),
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(1796, 63, 18, '58:45.7', 36.48106634872926, 97.59937383127294, 130, 74, 63, 'Female', 90.71726067, 1.9805242982348816, 0.14233752886030634, 56, 23.12754729325039, 92.66666666666666, 'Low Risk'),
(1797, 97, 14, '57:45.7', 36.444595126384655, 95.77622552238836, 122, 84, 66, 'Female', 61.96902358575161, 1.8117195165217126, 0.057296705, 38, 18.87959735102981, 96.66666666666667, 'High Risk'),
(1798, 67, 16, '56:45.7', 36.373882023248406, 98.46315169, 132, 87, 25, 'Female', 72.11781593247136, 1.7874893547227986, 0.087470589, 45, 22.57125138121264, 102, 'Low Risk'),
(1799, 76, 14, '55:45.7', 36.18632027300704, 99.67224375, 132, 82, 42, 'Male', 93.35928196861362, 1.822816840125864, 0.10057665050477374, 50, 28.097743173851832, 98.66666666666666, 'Low Risk'),
(1800, 71, 19, '54:45.7', 36.96393218555504, 95.64812537901223, 131, 74, 61, 'Female', 78.44725073549711, 1.946535773876608, 0.11950864778642196, 57, 20.70393752615492, 93, 'Low Risk'),
(1801, 71, 14, '53:45.7', 36.52961455550176, 95.44358103, 123, 70, 63, 'Female', 64.28180946633232, 1.719596442149572, 0.097363784, 53, 21.73877249117166, 87.66666666666666, 'Low Risk'),
(1802, 62, 14, '52:45.7', 36.92297749, 99.65391523070907, 123, 71, 65, 'Female', 86.04977091729818, 1.8286835715004297, 0.1416738306163811, 52, 25.73194366222984, 88.33333333333333, 'Low Risk'),
(1803, 65, 16, '51:45.7', 36.94218632732953, 96.60818515596137, 118, 70, 41, 'Male', 52.57771348495701, 1.7600507432304577, 0.080397627, 48, 16.972714953478285, 86, 'High Risk'),
(1804, 77, 17, '50:45.7', 37.18936311646655, 97.02339583189386, 135, 70, 43, 'Female', 54.92984537410264, 1.888464804640822, 0.060200066, 65, 15.402477602259529, 91.66666666666666, 'High Risk'),
(1805, 74, 12, '49:45.7', 36.66233665909258, 97.26823806829968, 122, 70, 30, 'Male', 57.279229756692544, 1.583526988729143, 0.13864094762706325, 52, 22.84263656533289, 87.33333333333333, 'Low Risk'),
(1806, 65, 19, '48:45.7', 36.897588618064724, 99.52054707530345, 114, 89, 69, 'Female', 79.35172426229367, 1.7042044915232026, 0.054463913, 25, 27.322029566953788, 97.33333333333333, 'Low Risk'),
(1807, 74, 12, '47:45.7', 36.24404334014138, 97.16130246130452, 132, 75, 62, 'Female', 78.74539525102831, 1.8682585563952996, 0.081362924, 57, 22.56062918305661, 94, 'Low Risk'),
(1808, 77, 18, '46:45.7', 37.151579514495566, 96.13108474675137, 112, 81, 84, 'Female', 72.30720993981613, 1.5779717857002657, 0.10045666194012942, 31, 29.03909895562111, 91.33333333333333, 'Low Risk'),
(1809, 90, 14, '45:45.7', 36.64546411986684, 95.73994744791683, 119, 80, 44, 'Female', 57.45740110749998, 1.527226748163938, 0.14978548890318238, 39, 24.634226752994017, 93, 'Low Risk'),
(1810, 94, 17, '44:45.7', 37.36181699684245, 97.08651641117325, 127, 75, 85, 'Male', 54.19737816537826, 1.8763886267702437, 0.09091277, 52, 15.393334044057738, 92.33333333333333, 'High Risk'),
(1811, 63, 18, '43:45.7', 36.54516922, 97.21908893687441, 130, 85, 79, 'Male', 72.45566399246417, 1.9929946244972039, 0.12498832818447465, 45, 18.24148061810353, 100, 'High Risk'),
(1812, 60, 13, '42:45.7', 36.318457821160756, 97.15216589649701, 112, 85, 20, 'Female', 85.61340229513502, 1.8423519626846598, 0.062316273188195215, 27, 25.22298918371301, 94, 'Low Risk'),
(1813, 89, 19, '41:45.7', 37.16297975629464, 96.56610434224676, 115, 78, 77, 'Male', 97.51372389757847, 1.707261166861145, 0.058195683240772095, 37, 33.455368489382636, 90.33333333333333, 'High Risk'),
(1814, 60, 14, '40:45.7', 36.69846612251616, 97.32850059728547, 125, 74, 61, 'Female', 75.89590674362847, 1.5136383627828636, 0.054361337, 51, 33.126389300748535, 91, 'High Risk'),
(1815, 77, 14, '39:45.7', 36.460088492182884, 97.69938075661761, 139, 73, 70, 'Female', 67.54876870187101, 1.629752551944216, 0.10664639068893132, 66, 25.431624202688404, 95, 'Low Risk'),
(1816, 89, 19, '38:45.7', 36.289674699767076, 95.87165842, 110, 79, 58, 'Female', 70.58906159287488, 1.7037941089378226, 0.13458132517700266, 31, 24.316618646461244, 89.33333333333333, 'Low Risk'),
(1817, 87, 12, '37:45.7', 36.09874836966154, 98.21025926242842, 115, 84, 19, 'Female', 98.27111817872176, 1.598913331618915, 0.13967859634874485, 31, 38.43935134230546, 94.33333333333333, 'High Risk'),
(1818, 94, 12, '36:45.7', 37.060188804314485, 99.23691422535701, 117, 72, 86, 'Male', 87.93515930030114, 1.990867635894536, 0.079779162, 45, 22.185937305364757, 87, 'High Risk'),
(1819, 96, 12, '35:45.7', 36.15708692704959, 98.59622329825132, 125, 76, 33, 'Male', 75.38540998342395, 1.5561126933824363, 0.097931055, 49, 31.131870157216603, 92.33333333333333, 'High Risk'),
(1820, 81, 13, '34:45.7', 37.33563702330617, 95.89307692099754, 134, 70, 37, 'Female', 86.22720059338818, 1.9118630865841961, 0.12624063443813868, 64, 23.590150441953273, 91.33333333333333, 'Low Risk'),
(1821, 90, 13, '33:45.7', 36.65052365, 99.50173798328241, 117, 82, 78, 'Male', 56.58978799301402, 1.8976705956542896, 0.13053340764755275, 35, 15.714349586431666, 93.66666666666667, 'High Risk'),
(1822, 97, 19, '32:45.7', 37.18242386476555, 95.44710402239902, 122, 82, 31, 'Female', 73.00234300863016, 1.8206825211694875, 0.14176697320768772, 40, 22.02258795359511, 95.33333333333333, 'High Risk'),
(1823, 77, 12, '31:45.7', 36.00405613395437, 96.31557596, 123, 81, 22, 'Female', 63.98787375287468, 1.9785006192868972, 0.090154233, 42, 16.346519549504887, 95, 'High Risk'),
(1824, 98, 18, '30:45.7', 36.57713253473475, 98.22125809, 122, 72, 87, 'Male', 67.71640019466733, 1.891228291885612, 0.11438052093978222, 50, 18.93241217058759, 88.66666666666666, 'High Risk'),
(1825, 75, 17, '29:45.7', 36.57846973067652, 97.74306876970267, 134, 74, 80, 'Male', 68.42237115010569, 1.5910104153846527, 0.11322322650092313, 60, 27.030375257874198, 94, 'Low Risk'),
(1826, 61, 12, '28:45.7', 37.33534646788964, 97.41988517991047, 128, 72, 88, 'Female', 67.30969288715556, 1.5663619621052378, 0.10901585514760585, 56, 27.43426648353486, 90.66666666666666, 'Low Risk'),
(1827, 75, 19, '27:45.7', 37.48047775062912, 99.59843288537917, 110, 83, 68, 'Male', 66.73887799, 1.8723248791809834, 0.1136758452911161, 27, 19.037787928059707, 92, 'Low Risk'),
(1828, 82, 16, '26:45.7', 36.50659952202564, 95.20488901138052, 128, 81, 61, 'Male', 83.21716466517806, 1.9304295151514401, 0.12408974310547631, 47, 22.330837771077736, 96.66666666666667, 'Low Risk'),
(1829, 77, 15, '25:45.7', 37.47633709382456, 99.26195829695675, 117, 73, 26, 'Male', 58.58471728976642, 1.7509026230793627, 0.14291098158638393, 44, 19.109985248084588, 87.66666666666667, 'Low Risk'),
(1830, 82, 13, '24:45.7', 37.012982749461926, 96.47346539498666, 114, 85, 61, 'Male', 62.03854334700856, 1.910314556797233, 0.14026632917653814, 29, 17.000113541315024, 94.66666666666667, 'High Risk'),
(1831, 73, 18, '23:45.7', 37.09900925105807, 99.27482769633896, 123, 83, 28, 'Female', 73.08191877423752, 1.5239437854432814, 0.093716202, 40, 31.468210512784907, 96.33333333333333, 'High Risk'),
(1832, 62, 13, '22:45.7', 36.64321642344802, 95.42547133, 136, 71, 31, 'Female', 96.80433881760369, 1.573297342196029, 0.088758077, 65, 39.10868424897258, 92.66666666666666, 'High Risk'),
(1833, 71, 15, '21:45.7', 36.40798237016579, 96.07159354533678, 123, 87, 18, 'Male', 77.28019018924364, 1.6236687551952707, 0.061343255, 36, 29.313880645903605, 99, 'Low Risk'),
(1834, 69, 17, '20:45.7', 37.20274293488944, 96.46002111, 124, 75, 61, 'Male', 60.54520362092187, 1.9349463513236889, 0.14069914703381892, 49, 16.17118657191705, 91.33333333333333, 'High Risk'),
(1835, 64, 19, '19:45.7', 36.946074683987405, 98.93984497663872, 133, 82, 64, 'Female', 91.72863310324402, 1.8807376865432657, 0.1463490093525717, 51, 25.93274369159507, 99, 'Low Risk'),
(1836, 70, 19, '18:45.7', 37.282929548534014, 98.58718757871623, 111, 78, 30, 'Female', 50.29658299406267, 1.779467251901221, 0.12529268898461088, 33, 15.88394890702603, 89, 'High Risk'),
(1837, 66, 17, '17:45.7', 36.80824873190782, 98.69943281074279, 126, 80, 26, 'Male', 84.65564024, 1.8408895366154705, 0.1232078023391981, 46, 24.98046049846853, 95.33333333333333, 'Low Risk'),
(1838, 68, 19, '16:45.7', 36.63360489929026, 98.3354038, 117, 77, 39, 'Male', 51.512898940011446, 1.9056476473145478, 0.14514602168867474, 40, 14.185047188082029, 90.33333333333333, 'High Risk'),
(1839, 68, 17, '15:45.7', 36.44855305051709, 99.15931535266324, 119, 81, 87, 'Male', 80.98887233533104, 1.7248843460487886, 0.13397055395717858, 38, 27.22108241126464, 93.66666666666667, 'Low Risk'),
(1840, 68, 15, '14:45.7', 36.97297906867301, 96.68470406447122, 133, 81, 69, 'Female', 94.99040744042807, 1.5619284360062982, 0.0966573, 52, 38.93655173317842, 98.33333333333333, 'High Risk'),
(1841, 97, 13, '13:45.7', 37.462053522252866, 98.07484334044018, 129, 75, 77, 'Female', 66.53542548, 1.7941842928198144, 0.085359749, 54, 20.668970138424104, 93, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(1843, 62, 12, '11:45.7', 37.094037568087444, 98.56962682653062, 129, 89, 24, 'Female', 51.10216875775503, 1.7224994438118744, 0.1316633435013279, 40, 17.223489758111857, 102.33333333333333, 'High Risk'),
(1844, 65, 18, '10:45.7', 36.088719140749006, 96.13258660297753, 116, 70, 31, 'Male', 73.66285392471194, 1.5942045829493525, 0.12087278987500909, 46, 28.984141027661064, 85.33333333333333, 'Low Risk'),
(1845, 89, 13, '09:45.7', 37.00641297973413, 97.85945378828367, 123, 87, 62, 'Female', 93.34652957046832, 1.692261440710654, 0.13130600295800854, 36, 32.59592115804888, 99, 'High Risk'),
(1846, 97, 13, '08:45.7', 37.09116647126557, 99.06126503771739, 117, 77, 19, 'Female', 81.74369811729659, 1.5237446482768688, 0.079845669, 40, 35.20707090284236, 90.33333333333333, 'High Risk'),
(1847, 96, 13, '07:45.7', 36.13609792105898, 97.41995360155191, 121, 87, 55, 'Male', 98.41675859444496, 1.8926981752030132, 0.10136740277954803, 34, 27.473015451025642, 98.33333333333333, 'High Risk'),
(1848, 89, 18, '06:45.7', 37.462228813739095, 97.22776377034727, 134, 75, 70, 'Male', 98.79269555, 1.8682456563740222, 0.089195433, 59, 28.30459029085197, 94.66666666666666, 'Low Risk'),
(1849, 87, 16, '05:45.7', 36.338472812969286, 96.79246400894624, 131, 85, 87, 'Male', 90.79203573890018, 1.5652921334986132, 0.10115005691450074, 46, 37.05586441214009, 100.33333333333333, 'High Risk'),
(1850, 77, 16, '04:45.7', 36.88316961550682, 95.46357681864313, 134, 86, 70, 'Female', 59.285728843822824, 1.680445977, 0.096786469, 48, 20.994283268905225, 102, 'Low Risk'),
(1851, 71, 19, '03:45.7', 36.09896229117145, 96.66658436928631, 123, 89, 21, 'Male', 75.47967594183399, 1.9211599332434532, 0.066549355, 34, 20.450455501372016, 100.33333333333333, 'Low Risk'),
(1852, 68, 13, '02:45.7', 36.053337917765745, 97.06902808917216, 118, 86, 19, 'Male', 72.83781436804496, 1.7483135815716382, 0.080785157, 32, 23.829681778608155, 96.66666666666667, 'Low Risk'),
(1853, 84, 19, '01:45.7', 37.13609611172735, 96.44264346552912, 125, 71, 52, 'Female', 72.75386081191196, 1.844311407, 0.1056375424358966, 54, 21.38885518870493, 89, 'Low Risk'),
(1854, 63, 15, '00:45.7', 36.26905907309247, 98.1869029, 115, 87, 82, 'Female', 56.71509995385028, 1.5048154559488118, 0.071826191, 28, 25.045644703853288, 96.33333333333333, 'Low Risk'),
(1855, 71, 14, '59:45.7', 36.827877341153304, 96.70826077, 112, 82, 83, 'Male', 78.71791982454235, 1.9218160779468871, 0.11528858090149569, 30, 21.31326399, 92, 'Low Risk'),
(1856, 75, 12, '58:45.7', 36.64837189490686, 97.56666587231301, 121, 75, 50, 'Female', 88.54679405161707, 1.5730163266910533, 0.051424806, 46, 35.78544161543742, 90.33333333333333, 'High Risk'),
(1857, 63, 14, '57:45.7', 36.64627144211989, 99.29563801786699, 111, 85, 64, 'Male', 53.72999229600667, 1.8414655389390717, 0.1137662162667219, 26, 15.844903059354746, 93.66666666666667, 'High Risk'),
(1858, 96, 15, '56:45.7', 36.61684415691034, 95.34581725599813, 137, 74, 49, 'Female', 93.04644520953447, 1.6364665245385495, 0.10324635159582594, 63, 34.74445743055336, 95, 'High Risk'),
(1859, 99, 18, '55:45.7', 37.26867350007385, 99.90620878827778, 129, 84, 22, 'Male', 59.183516278594034, 1.9504700937085202, 0.10508169011055954, 45, 15.556868222431651, 99, 'High Risk'),
(1860, 81, 13, '54:45.7', 37.23029580792247, 96.08892979, 116, 82, 45, 'Female', 84.67001363484616, 1.882010271848885, 0.084173106, 34, 23.904829520391203, 93.33333333333333, 'Low Risk'),
(1861, 89, 18, '53:45.7', 36.02546974078553, 97.72372512026237, 111, 78, 36, 'Male', 74.80210770545783, 1.5409910405949234, 0.11671506431891647, 33, 31.500221509739138, 89, 'High Risk'),
(1862, 63, 16, '52:45.7', 37.41936277, 98.81204949, 114, 76, 66, 'Male', 97.26298439855309, 1.718143339859776, 0.12969958340623639, 38, 32.94798088099877, 88.66666666666667, 'High Risk'),
(1863, 71, 16, '51:45.7', 37.410931734851836, 96.20673787889446, 121, 73, 36, 'Female', 62.91576184679675, 1.6844759173782315, 0.076520744, 48, 22.173275197864807, 89, 'Low Risk'),
(1864, 75, 18, '50:45.7', 37.40003285843749, 99.76468460316941, 133, 79, 53, 'Female', 63.356916945805835, 1.512149714055398, 0.096347267, 54, 27.70795363544568, 97, 'Low Risk'),
(1865, 86, 18, '49:45.7', 37.17647974, 98.60717895298518, 119, 70, 57, 'Female', 53.54268373909958, 1.9511071714531383, 0.062533393, 49, 14.064940046670694, 86.33333333333333, 'High Risk'),
(1866, 75, 15, '48:45.7', 36.477582882894644, 99.14690484045155, 136, 79, 38, 'Female', 76.88922687926183, 1.6692385123992064, 0.10055920611204805, 57, 27.59489220121601, 98, 'Low Risk'),
(1867, 93, 17, '47:45.7', 37.34534023, 96.10932387314884, 110, 88, 30, 'Female', 72.39613747727215, 1.6985773127946608, 0.14768772617962833, 22, 25.092547670293282, 95.33333333333333, 'High Risk'),
(1868, 71, 16, '46:45.7', 36.11418758140174, 97.02554021417525, 115, 77, 22, 'Male', 90.95959333881135, 1.8493881336584843, 0.1384903941392665, 38, 26.59453349657377, 89.66666666666667, 'Low Risk'),
(1869, 65, 13, '45:45.7', 36.110007762010234, 95.21072844496625, 114, 72, 45, 'Female', 70.54738380405851, 1.8274909476197179, 0.057403696, 42, 21.12372204148108, 86, 'Low Risk'),
(1870, 90, 17, '44:45.7', 36.935686671697404, 95.82246836, 127, 78, 41, 'Female', 53.95907064032482, 1.6254184538894245, 0.082445126, 49, 20.42368430244037, 94.33333333333333, 'Low Risk'),
(1871, 64, 13, '43:45.7', 37.12186679780806, 99.45692319883165, 111, 79, 81, 'Male', 83.00793307349218, 1.7114781384718643, 0.070142356, 32, 28.33850190166009, 89.66666666666667, 'Low Risk'),
(1872, 92, 19, '42:45.7', 37.35875970799659, 98.71153168874915, 130, 86, 37, 'Female', 89.88501677, 1.823303529123847, 0.10764026563709878, 44, 27.03767594671092, 100.66666666666667, 'High Risk'),
(1873, 97, 12, '41:45.7', 37.40612057025866, 96.21773420336488, 130, 74, 44, 'Female', 50.98281556493179, 1.6863042331169709, 0.055833412, 56, 17.928830260579236, 92.66666666666666, 'High Risk'),
(1874, 89, 15, '40:45.7', 36.15419032885589, 98.45200752173814, 123, 72, 62, 'Male', 64.90630709411619, 1.847295300465213, 0.053366327, 51, 19.02016365722764, 89, 'Low Risk'),
(1875, 87, 13, '39:45.7', 36.047170929157716, 97.42641149163504, 120, 73, 22, 'Male', 90.15786327, 1.791677335881362, 0.12717828816411786, 47, 28.085619665449084, 88.66666666666667, 'Low Risk'),
(1876, 99, 13, '38:45.7', 36.87973615359382, 95.72415942, 114, 71, 88, 'Female', 94.54715252151838, 1.5405124671817396, 0.066883486, 43, 39.83987975859792, 85.33333333333333, 'High Risk'),
(1877, 87, 12, '37:45.7', 36.986862948845804, 95.57518843, 122, 70, 48, 'Male', 54.91208979333127, 1.9571968077355195, 0.089719606, 52, 14.335042158738538, 87.33333333333333, 'High Risk'),
(1878, 89, 16, '36:45.7', 36.10856134258874, 95.66440950064346, 123, 79, 52, 'Female', 54.02897073238352, 1.9410570747114195, 0.11267623271711284, 44, 14.34003076609213, 93.66666666666667, 'High Risk'),
(1879, 68, 13, '35:45.7', 36.569237700548165, 96.12273098293508, 120, 85, 56, 'Male', 83.81028177622892, 1.683245516201485, 0.14712420443765364, 35, 29.58028596827541, 96.66666666666667, 'Low Risk'),
(1880, 71, 18, '34:45.7', 36.545219216802685, 97.53880689526466, 118, 70, 54, 'Female', 72.91501315101141, 1.9109562634432278, 0.14159014720872343, 48, 19.967121643440077, 86, 'Low Risk'),
(1881, 93, 14, '33:45.7', 37.303451380430815, 97.55354268, 133, 73, 85, 'Male', 73.68729512, 1.9038827056961192, 0.12366349610459422, 60, 20.328823122916962, 93, 'High Risk'),
(1882, 74, 16, '32:45.7', 36.119232526194324, 95.5833839, 133, 79, 85, 'Male', 96.50436868869885, 1.6209987317417214, 0.052420767, 54, 36.72667602, 97, 'High Risk'),
(1883, 98, 15, '31:45.7', 36.04088166980912, 99.16360565252769, 123, 85, 34, 'Male', 90.43048566147051, 1.5650015522101004, 0.086538292, 38, 36.92200850425955, 97.66666666666667, 'High Risk'),
(1884, 71, 18, '30:45.7', 36.868461112114424, 96.18280003997795, 125, 80, 88, 'Male', 74.68702433, 1.8103522970463959, 0.1266989745225492, 45, 22.78866907587126, 95, 'Low Risk'),
(1885, 70, 19, '29:45.7', 36.09633137294179, 97.97696850603279, 123, 70, 18, 'Male', 69.23686763566106, 1.913520142862792, 0.091570228, 53, 18.909120749005844, 87.66666666666666, 'Low Risk'),
(1886, 85, 15, '28:45.7', 37.22924826294522, 97.47747643, 130, 76, 75, 'Male', 76.70929420166632, 1.8100456168386396, 0.077751402, 54, 23.413640544938794, 94, 'Low Risk'),
(1887, 92, 15, '27:45.7', 37.36516236007337, 97.78596817329736, 118, 81, 63, 'Male', 65.39412357259165, 1.7301096144255752, 0.13971339867606825, 37, 21.846983692701972, 93.33333333333333, 'High Risk'),
(1888, 66, 17, '26:45.7', 36.051640431282685, 96.61569122, 139, 77, 35, 'Female', 57.83308668087649, 1.5054682185957038, 0.096761227, 62, 25.517210058904475, 97.66666666666666, 'Low Risk'),
(1889, 90, 15, '25:45.7', 36.88318070804312, 99.18964661753236, 133, 75, 58, 'Female', 77.61939911606528, 1.6246746647079975, 0.093667339, 58, 29.40610205641885, 94.33333333333333, 'Low Risk'),
(1890, 82, 16, '24:45.7', 37.473407849431275, 95.57239426283775, 111, 81, 62, 'Male', 54.28652904210279, 1.7917348132216155, 0.065804131, 30, 16.910039053601512, 91, 'High Risk'),
(1891, 71, 13, '23:45.7', 37.24576569277075, 99.16104124110134, 120, 70, 82, 'Female', 76.93268101636724, 1.8070388002353266, 0.097148679, 50, 23.560033950705996, 86.66666666666666, 'Low Risk'),
(1892, 95, 16, '22:45.7', 36.327754461343865, 99.03318208007005, 115, 74, 24, 'Male', 86.58551380885045, 1.930372922431428, 0.14599487343699039, 41, 23.23607686001341, 87.66666666666667, 'High Risk'),
(1893, 80, 18, '21:45.7', 36.15551438299314, 97.82591713092953, 119, 75, 27, 'Male', 74.18862360418495, 1.7083367239735474, 0.10678957999429226, 44, 25.42086708387283, 89.66666666666667, 'Low Risk'),
(1894, 64, 16, '20:45.7', 36.53652076986236, 98.65518805, 128, 89, 23, 'Male', 84.54525969576001, 1.9682752825581384, 0.095410067, 39, 21.82315740512224, 102, 'Low Risk'),
(1895, 64, 16, '19:45.7', 37.25498465, 97.68898920354258, 116, 76, 68, 'Male', 75.80886756057127, 1.8394410170312456, 0.11669929291446698, 40, 22.405171692567304, 89.33333333333333, 'Low Risk'),
(1896, 89, 12, '18:45.7', 36.15837355143956, 95.14353128379095, 117, 87, 71, 'Female', 94.28046815597308, 1.9611966736555244, 0.11532607773057742, 30, 24.512038745026686, 97, 'Low Risk'),
(1897, 87, 14, '17:45.7', 36.141016706852774, 98.02360977594681, 130, 86, 45, 'Female', 69.97673434344024, 1.7570570371372871, 0.063876433, 44, 22.666368847201014, 100.66666666666667, 'Low Risk'),
(1898, 79, 17, '16:45.7', 37.06245480346359, 97.84770823328701, 118, 70, 39, 'Male', 69.47155283080085, 1.718113589659319, 0.065972321, 48, 23.53440703434996, 86, 'Low Risk'),
(1899, 86, 17, '15:45.7', 36.67315557353235, 98.49555518421008, 133, 77, 55, 'Male', 77.67169975330575, 1.5068652225893098, 0.063174395, 56, 34.206921399452206, 95.66666666666666, 'High Risk'),
(1900, 86, 13, '14:45.7', 37.45310878326913, 98.66260836756837, 130, 70, 81, 'Male', 99.94823510337281, 1.7882019198110148, 0.098239049, 60, 31.25662023, 90, 'High Risk'),
(1901, 69, 12, '13:45.7', 37.257718264174855, 98.75318706, 115, 70, 58, 'Male', 55.21449075, 1.669634605469646, 0.10660558052242086, 45, 19.806612086754477, 85, 'Low Risk'),
(1902, 91, 17, '12:45.7', 37.02772299682445, 99.38418217011132, 122, 89, 87, 'Female', 79.79179643, 1.7160852001098759, 0.10634853795672071, 33, 27.09446320165633, 100, 'High Risk'),
(1903, 90, 15, '11:45.7', 36.282787239848474, 98.81355940718113, 133, 80, 53, 'Female', 76.78655360190874, 1.5307637450751026, 0.11531360379342198, 53, 32.76942645, 97.66666666666666, 'High Risk'),
(1904, 77, 19, '10:45.7', 36.38018898664318, 99.58467965318773, 121, 77, 48, 'Female', 81.90032155740481, 1.7513850446833847, 0.113601381, 44, 26.700680689233273, 91.66666666666667, 'Low Risk'),
(1905, 67, 19, '09:45.7', 36.49949882755461, 98.11937064437839, 129, 79, 80, 'Male', 71.91903056, 1.6390500561253223, 0.051089194, 50, 26.770679248261718, 95.66666666666666, 'Low Risk'),
(1906, 95, 19, '08:45.7', 36.07672392241662, 95.11644462, 138, 75, 59, 'Female', 64.43556452165905, 1.9722173924875075, 0.11896544358182692, 63, 16.565939421950254, 96, 'High Risk'),
(1907, 69, 12, '07:45.7', 37.36462913155954, 95.64307619032203, 128, 79, 50, 'Male', 67.41388761040427, 1.7616227594636071, 0.12329461796168381, 49, 21.723187337976576, 95.33333333333333, 'Low Risk'),
(1908, 88, 14, '06:45.7', 36.66195202130692, 97.83269585623147, 112, 72, 35, 'Male', 74.37234812417671, 1.907797117433114, 0.10011564818082547, 40, 20.43370489445247, 85.33333333333333, 'Low Risk'),
(1909, 67, 15, '05:45.7', 36.00103833, 98.59405470351328, 128, 83, 53, 'Male', 88.15776343928363, 1.6679543717972405, 0.096741111, 45, 31.68781045489775, 98, 'High Risk'),
(1910, 63, 18, '04:45.7', 36.53296142048317, 96.74128879616468, 116, 83, 46, 'Male', 72.27311279829205, 1.754628584273531, 0.11884240890768323, 33, 23.475041029821398, 94, 'Low Risk'),
(1911, 67, 12, '03:45.7', 36.803355956391606, 99.50867892523192, 135, 82, 19, 'Female', 77.02039787891752, 1.8828373275735217, 0.085763825, 53, 21.726019172168364, 99.66666666666666, 'Low Risk'),
(1912, 68, 12, '02:45.7', 36.376445789183734, 98.83627176, 125, 77, 30, 'Male', 51.51830361451616, 1.7819564390626859, 0.14976374371769885, 48, 16.22435303077283, 93, 'High Risk'),
(1913, 97, 13, '01:45.7', 36.11122147, 99.80955194348232, 122, 81, 25, 'Male', 65.73782316422628, 1.5137056900445454, 0.11353882260821924, 41, 28.690124436552825, 94.66666666666667, 'High Risk'),
(1914, 65, 13, '00:45.7', 36.583258028295226, 97.48811896350412, 120, 71, 65, 'Female', 60.469668420507176, 1.5696229501785095, 0.12341541515817502, 49, 24.54408843029121, 87.33333333333333, 'Low Risk'),
(1915, 93, 16, '59:45.7', 36.361303877520655, 97.82353941557959, 131, 73, 41, 'Male', 63.87023411, 1.7770643787912603, 0.12002091316750527, 58, 20.22517019666643, 92.33333333333333, 'High Risk'),
(1916, 88, 15, '58:45.7', 36.66828044125165, 98.34866146916282, 131, 72, 42, 'Female', 80.65480045, 1.522059291349376, 0.11483401623042565, 59, 34.81505454160636, 91.66666666666666, 'High Risk'),
(1917, 98, 19, '57:45.7', 36.396866860978164, 99.01846167479808, 126, 83, 71, 'Female', 64.14542137083241, 1.8838468431181496, 0.088482597, 43, 18.074840721908128, 97.33333333333333, 'High Risk'),
(1918, 68, 15, '56:45.7', 37.24048886029398, 95.59101483454764, 114, 73, 56, 'Female', 83.62977434565565, 1.6235654532893327, 0.072022243, 41, 31.72643843530166, 86.66666666666667, 'High Risk'),
(1919, 61, 15, '55:45.7', 36.87461829975769, 95.81557824922264, 112, 75, 51, 'Female', 92.56642024842584, 1.555611288317369, 0.1163493431139919, 37, 38.25174896859016, 87.33333333333333, 'High Risk'),
(1920, 62, 12, '54:45.7', 36.164361228810755, 99.16275226176589, 132, 79, 64, 'Female', 81.79619500768257, 1.7269652304448473, 0.12380971769605564, 53, 27.42621738124577, 96.66666666666666, 'Low Risk'),
(1921, 76, 12, '53:45.7', 36.048553589407064, 95.29755593690425, 128, 73, 63, 'Male', 52.97997805919907, 1.5459739212305166, 0.065351718, 55, 22.167026828254194, 91.33333333333333, 'Low Risk'),
(1922, 62, 12, '52:45.7', 36.30215560182283, 99.13937583941639, 126, 88, 73, 'Male', 52.88558620103271, 1.656820365569902, 0.1146154583325097, 38, 19.26577456140093, 100.66666666666667, 'Low Risk'),
(1923, 71, 16, '51:45.7', 36.275548419919495, 99.04234812725338, 127, 89, 26, 'Male', 77.59719370693792, 1.9556933454256544, 0.1437939621969537, 38, 20.288245867718498, 101.66666666666667, 'Low Risk'),
(1924, 91, 13, '50:45.7', 36.92112670456499, 95.17767715871467, 138, 89, 38, 'Female', 90.91013603578543, 1.5838799733167033, 0.1285141046695839, 49, 36.238296366358085, 105.33333333333333, 'High Risk'),
(1925, 70, 19, '49:45.7', 36.22512153818239, 96.42538045743326, 137, 73, 20, 'Female', 75.27540124738981, 1.820044238289947, 0.10440447076451308, 64, 22.72423076309623, 94.33333333333333, 'Low Risk'),
(1926, 80, 13, '48:45.7', 36.35552107950162, 96.45509110352774, 111, 77, 35, 'Female', 82.56502156406984, 1.5846857955222426, 0.14628262975665673, 34, 32.878331384816896, 88.33333333333333, 'High Risk'),
(1927, 96, 15, '47:45.7', 36.204456935664325, 98.23845373, 123, 75, 31, 'Male', 86.87522057244438, 1.8792938782591482, 0.13945295646308994, 48, 24.598380897830992, 91, 'High Risk'),
(1928, 74, 15, '46:45.7', 36.678628639832844, 96.34444423081563, 130, 87, 80, 'Female', 90.23323521175381, 1.955588668539788, 0.10745650198409182, 43, 23.594539445940228, 101.33333333333333, 'Low Risk'),
(1929, 67, 13, '45:45.7', 36.782026573496495, 98.97313677595426, 114, 80, 64, 'Male', 59.68874255413424, 1.7093098915602645, 0.14449596802032005, 34, 20.429174504013083, 91.33333333333333, 'Low Risk'),
(1930, 89, 13, '44:45.7', 36.55933854, 97.76132863038309, 123, 78, 32, 'Female', 54.139512375810945, 1.9255342961011694, 0.053793681, 45, 14.601982484857942, 93, 'High Risk'),
(1931, 65, 12, '43:45.7', 36.79150619245316, 97.80000067359187, 134, 88, 32, 'Male', 61.36209977119877, 1.5264897592967785, 0.086082101, 46, 26.333732657362482, 103.33333333333333, 'Low Risk'),
(1932, 74, 15, '42:45.7', 36.89461235223295, 95.85522336257914, 122, 88, 62, 'Male', 92.81345945083194, 1.9470521356301806, 0.11788754431228117, 34, 24.482502030867174, 99.33333333333333, 'Low Risk'),
(1933, 75, 16, '41:45.7', 36.70598210190705, 95.10448794806427, 132, 85, 55, 'Female', 84.85809225007249, 1.661740529126919, 0.081712388, 47, 30.730302786077054, 100.66666666666667, 'High Risk'),
(1934, 92, 17, '40:45.7', 36.71861651196908, 97.75875426475497, 111, 83, 77, 'Female', 97.46138549916724, 1.725644803976293, 0.081210855, 28, 32.72877607775216, 92.33333333333333, 'High Risk'),
(1935, 83, 18, '39:45.7', 37.07291910444291, 99.09270723450466, 131, 79, 66, 'Female', 87.55449872291332, 1.7532173283142822, 0.13045297675765302, 52, 28.48439220564126, 96.33333333333333, 'Low Risk'),
(1936, 87, 19, '38:45.7', 36.72313996335555, 96.12957704612887, 120, 81, 69, 'Female', 82.59345441717937, 1.7051883476127832, 0.071711002, 39, 28.405400574363345, 94, 'Low Risk'),
(1937, 66, 19, '37:45.7', 36.41482552365234, 99.65165110476237, 110, 72, 71, 'Female', 73.87905626840188, 1.7319656888814687, 0.062232528, 38, 24.628772708175482, 84.66666666666667, 'Low Risk'),
(1938, 69, 19, '36:45.7', 36.370050605537784, 95.73363897846075, 132, 86, 69, 'Female', 55.65263757435957, 1.5972500033059664, 0.07419648, 46, 21.814233448510883, 101.33333333333333, 'Low Risk'),
(1939, 61, 16, '35:45.7', 36.794167649370245, 96.47598315298741, 126, 76, 20, 'Female', 54.34897728030262, 1.952611916, 0.11465788118244334, 50, 14.254746738179945, 92.66666666666666, 'High Risk'),
(1940, 71, 19, '34:45.7', 37.39942366673807, 97.82656083239476, 126, 89, 79, 'Male', 80.42243244927202, 1.763677190643243, 0.09668107, 37, 25.854670539851142, 101.33333333333333, 'Low Risk'),
(1941, 83, 18, '33:45.7', 36.24779363377367, 98.83484080679858, 135, 72, 62, 'Male', 60.98903584062611, 1.947133619525185, 0.13825772447134937, 63, 16.086451609801088, 93, 'High Risk'),
(1942, 66, 17, '32:45.7', 37.25602640226004, 98.84421643, 128, 81, 79, 'Female', 64.64677178813741, 1.6840914124434863, 0.063934726, 47, 22.793736327940685, 96.66666666666667, 'Low Risk'),
(1943, 96, 14, '31:45.7', 37.48446218720697, 98.50232993491038, 112, 85, 30, 'Female', 74.13761130850007, 1.759682507, 0.054110307, 27, 23.94252533045088, 94, 'High Risk'),
(1944, 72, 13, '30:45.7', 36.161297673298876, 97.14365138089387, 135, 82, 33, 'Female', 95.82551978, 1.6142540537609418, 0.13709292325967562, 53, 36.77370706808494, 99.66666666666666, 'High Risk'),
(1945, 95, 19, '29:45.7', 36.16069731237417, 99.46816223541366, 113, 78, 71, 'Female', 73.90420622249779, 1.5356291829236346, 0.089454933, 35, 31.339816058012936, 89.66666666666667, 'High Risk'),
(1946, 65, 15, '28:45.7', 36.808280832474054, 98.29969656366835, 112, 86, 36, 'Female', 64.02744842929123, 1.8658988190226853, 0.0642936, 26, 18.39035087569532, 94.66666666666667, 'High Risk'),
(1947, 72, 12, '27:45.7', 36.54107835, 96.97959213718082, 132, 88, 74, 'Male', 77.06579152057255, 1.8290833355042522, 0.063062595, 44, 23.035341620438466, 102.66666666666667, 'Low Risk'),
(1948, 78, 15, '26:45.7', 36.87919864848226, 96.10432878, 113, 88, 31, 'Female', 65.10003234099683, 1.7762695785936677, 0.14500298217722263, 25, 20.633050852180865, 96.33333333333333, 'Low Risk'),
(1949, 60, 19, '25:45.7', 36.066153166214704, 96.69633486929627, 131, 72, 81, 'Male', 68.97146716, 1.6405223259372805, 0.087056273, 59, 25.627436978804134, 91.66666666666666, 'Low Risk'),
(1950, 61, 17, '24:45.7', 36.30151003078784, 98.15974114, 113, 70, 39, 'Male', 58.04607912130056, 1.7895470070277508, 0.090812985, 43, 18.12536112, 84.33333333333333, 'High Risk'),
(1951, 80, 16, '23:45.7', 36.20513199, 98.58265463, 123, 74, 30, 'Female', 64.94316972, 1.7678852130243263, 0.060779594, 49, 20.779034067211402, 90.33333333333333, 'Low Risk'),
(1952, 73, 16, '22:45.7', 37.18677727088751, 95.32131834290286, 128, 70, 57, 'Male', 69.94493638890974, 1.7036822166099717, 0.056610249, 58, 24.097894526938113, 89.33333333333333, 'Low Risk'),
(1953, 86, 19, '21:45.7', 37.46776594083311, 96.50532246947867, 118, 72, 56, 'Female', 87.25984904061441, 1.8959777767808996, 0.083172445, 46, 24.274370271150243, 87.33333333333333, 'Low Risk'),
(1954, 81, 14, '20:45.7', 36.57732479337453, 99.82784073988131, 115, 88, 66, 'Female', 67.92402635829932, 1.5165758106756517, 0.11947892052325666, 27, 29.53215725950352, 97, 'Low Risk'),
(1955, 74, 16, '19:45.7', 36.78031935848473, 99.73056723735311, 129, 86, 67, 'Female', 72.55013136842847, 1.5080518381236732, 0.10373319695979216, 43, 31.901100296238713, 100.33333333333333, 'High Risk'),
(1956, 73, 18, '18:45.7', 36.38747165128101, 95.67963096679375, 116, 82, 89, 'Female', 76.11823265350668, 1.70207461, 0.13434069258050257, 34, 26.274321487772916, 93.33333333333333, 'Low Risk'),
(1957, 63, 19, '17:45.7', 37.32621357119803, 96.26900909, 127, 85, 48, 'Male', 59.28692785084779, 1.941307964715416, 0.14366462791184634, 42, 15.731497797579946, 99, 'High Risk'),
(1958, 77, 17, '16:45.7', 36.0373135, 95.87472951781564, 126, 74, 60, 'Female', 72.18251091420315, 1.8538210580969587, 0.092413537, 52, 21.003726908620326, 91.33333333333333, 'Low Risk'),
(1959, 65, 19, '15:45.7', 36.94413302177672, 96.84644680108994, 119, 80, 19, 'Male', 91.52686654696305, 1.9454377851144349, 0.10840741362587662, 39, 24.183207431747057, 93, 'Low Risk'),
(1960, 86, 12, '14:45.7', 36.07107733104718, 99.81143634505894, 131, 77, 27, 'Female', 65.28332067687882, 1.6501393940419882, 0.10162268180281675, 54, 23.975130080099685, 95, 'Low Risk'),
(1961, 87, 18, '13:45.7', 37.41469388153101, 95.00395342599238, 133, 72, 85, 'Male', 51.586529605943184, 1.8550565698665868, 0.12273481, 61, 14.990702885366911, 92.33333333333333, 'High Risk'),
(1962, 73, 13, '12:45.7', 36.69334329795776, 97.54861046010356, 135, 89, 67, 'Female', 54.733843312812155, 1.8741695007963233, 0.084092986, 46, 15.582538634613163, 104.33333333333333, 'High Risk'),
(1963, 77, 13, '11:45.7', 37.34350640229061, 96.98479648525776, 121, 78, 23, 'Female', 99.00105569968756, 1.9771115622817539, 0.12576618219273503, 43, 25.326633976371145, 92.33333333333333, 'Low Risk'),
(1964, 82, 16, '10:45.7', 36.897224524030285, 95.66685528727028, 120, 88, 59, 'Male', 51.05654563442827, 1.888111725942284, 0.097972067, 32, 14.32174871091778, 98.66666666666667, 'High Risk'),
(1965, 91, 17, '09:45.7', 36.38152675799091, 98.77234547161876, 111, 77, 43, 'Male', 96.42941335255537, 1.5534294147483019, 0.080973935, 34, 39.96009166726316, 88.33333333333333, 'High Risk'),
(1966, 85, 17, '08:45.7', 36.66289781100827, 99.00760298554592, 111, 86, 88, 'Male', 98.04489448041437, 1.5227448426168602, 0.1177973182339746, 25, 42.283478604539596, 94.33333333333333, 'High Risk'),
(1967, 88, 14, '07:45.7', 36.94358446339834, 98.24507380898771, 139, 75, 63, 'Male', 60.74284952379561, 1.760561826980553, 0.083500123, 64, 19.597135664877317, 96.33333333333333, 'Low Risk'),
(1968, 73, 18, '06:45.7', 36.882658876805046, 97.60979916796416, 132, 78, 84, 'Male', 54.16897627043406, 1.5574397396133448, 0.12242993211219168, 54, 22.33202596, 96, 'Low Risk'),
(1969, 67, 15, '05:45.7', 37.37451266929925, 95.16456844636464, 131, 89, 32, 'Male', 61.96551010827661, 1.6637656478770406, 0.11786571218013057, 42, 22.385444531420042, 103, 'Low Risk'),
(1970, 86, 14, '04:45.7', 36.09161654517753, 99.90383722941165, 120, 72, 56, 'Male', 86.67648058727477, 1.645407257453328, 0.14488830776758221, 48, 32.015069713343394, 88, 'High Risk'),
(1971, 77, 14, '03:45.7', 36.720745402239764, 95.67714215466377, 110, 81, 33, 'Male', 78.75306916876538, 1.7385249046439133, 0.077934853, 29, 26.05587459515143, 90.66666666666667, 'Low Risk'),
(1972, 64, 18, '02:45.7', 37.04707459201875, 97.53767817, 126, 84, 57, 'Male', 67.12583908976109, 1.983758538925414, 0.059970238959251035, 42, 17.05737153838119, 98, 'High Risk'),
(1973, 90, 13, '01:45.7', 36.38418831, 99.23443067131521, 135, 80, 59, 'Male', 95.46722447305606, 1.8207764904962664, 0.059535004994639706, 55, 28.79658727949804, 98.33333333333333, 'Low Risk'),
(1974, 88, 16, '00:45.7', 36.926261321767655, 98.03595211810679, 136, 73, 37, 'Male', 53.073299451866376, 1.5438753949716504, 0.054630481, 63, 22.266481486997804, 94, 'Low Risk'),
(1975, 68, 18, '59:45.7', 36.048832910326276, 95.42785969392426, 125, 82, 53, 'Male', 97.47793094834645, 1.7609117970343775, 0.068090812, 43, 31.43627623996446, 96.33333333333333, 'High Risk'),
(1976, 87, 15, '58:45.7', 36.41622625713668, 98.79943581955483, 116, 84, 47, 'Female', 86.70255061300588, 1.6424550217567573, 0.093696255, 32, 32.139928260529985, 94.66666666666667, 'High Risk'),
(1977, 66, 12, '57:45.7', 36.921297782717666, 99.08638172741475, 111, 74, 20, 'Female', 88.65429383791354, 1.842727472953536, 0.08348823, 37, 26.10823742138169, 86.33333333333333, 'Low Risk'),
(1978, 67, 14, '56:45.7', 37.106545383688534, 98.36453641146676, 130, 79, 66, 'Female', 83.93975656173214, 1.664019770769603, 0.12342630397052572, 51, 30.31452316790754, 96, 'High Risk'),
(1979, 86, 12, '55:45.7', 36.125275970614105, 98.99216251, 119, 77, 29, 'Male', 83.82337606885045, 1.598399310051305, 0.090284055, 42, 32.80911997518513, 91, 'High Risk'),
(1980, 71, 18, '54:45.7', 36.21384687674794, 98.51444099142802, 135, 70, 68, 'Male', 91.64100566081154, 1.7927113902459122, 0.050526691737691753, 65, 28.514718645967132, 91.66666666666666, 'Low Risk'),
(1981, 97, 12, '53:45.7', 36.29702899439076, 98.75417392479208, 134, 73, 76, 'Female', 62.311331819157715, 1.5905234827190504, 0.13389529446951998, 61, 24.63127328956009, 93.33333333333333, 'High Risk'),
(1982, 89, 15, '52:45.7', 36.619934532161494, 98.52701448460806, 119, 81, 78, 'Female', 85.81453923586844, 1.974670590445858, 0.070119661, 38, 22.00754298420335, 93.66666666666667, 'Low Risk'),
(1983, 80, 14, '51:45.7', 37.11683424781898, 99.03855379749304, 117, 89, 63, 'Female', 60.273636009779366, 1.8034357215942425, 0.10251167347310823, 28, 18.532160621235402, 98.33333333333333, 'Low Risk'),
(1984, 89, 14, '50:45.7', 37.10134633, 95.28949637458895, 138, 85, 63, 'Male', 57.25520585448591, 1.5791861843837423, 0.12083079326767765, 53, 22.95875368394341, 102.66666666666666, 'Low Risk'),
(1985, 88, 15, '49:45.7', 36.95323590849774, 99.49031926517851, 131, 83, 35, 'Female', 94.12733546, 1.6711464054937364, 0.13380312228527413, 48, 33.70441290839042, 99, 'High Risk'),
(1986, 83, 19, '48:45.7', 37.026166982312624, 97.89357463520456, 136, 79, 84, 'Male', 50.572923682329055, 1.5610770209963127, 0.087216114, 57, 20.752451115311906, 98, 'Low Risk'),
(1987, 69, 12, '47:45.7', 36.54454916, 99.61768397292762, 117, 74, 49, 'Male', 78.41584976594764, 1.736339875453742, 0.051219293, 43, 26.009642029727424, 88.33333333333333, 'Low Risk'),
(1988, 60, 17, '46:45.7', 37.29847463419692, 98.82333776845606, 122, 71, 66, 'Female', 98.26465821722898, 1.5741601690925624, 0.077192372, 51, 39.655142003159646, 88, 'High Risk'),
(1989, 98, 14, '45:45.7', 36.88786391527632, 99.18811231, 132, 77, 42, 'Male', 88.96754309610726, 1.768826551072917, 0.067688228, 55, 28.435515124130834, 95.33333333333333, 'High Risk'),
(1990, 79, 13, '44:45.7', 36.61719594724485, 95.84428284835252, 121, 79, 81, 'Male', 70.58131761134855, 1.688799231712866, 0.090618359, 42, 24.74763579875602, 93, 'Low Risk'),
(1991, 67, 18, '43:45.7', 36.13282520943178, 98.81631348989481, 120, 82, 42, 'Male', 53.02388092969294, 1.9839941407652477, 0.11690897431025844, 38, 13.470717889264549, 94.66666666666667, 'High Risk'),
(1992, 98, 15, '42:45.7', 36.92187596873777, 97.49155254672102, 125, 87, 37, 'Male', 78.05922323018132, 1.9429852020459457, 0.077478668, 38, 20.67689104669926, 99.66666666666667, 'High Risk'),
(1993, 63, 19, '41:45.7', 36.74028126861434, 98.76578656233961, 115, 73, 72, 'Male', 54.39641878, 1.8844984514485654, 0.078685114, 42, 15.317177276641273, 87, 'High Risk'),
(1994, 90, 17, '40:45.7', 37.495396037987135, 98.66472134520816, 124, 74, 76, 'Female', 71.97578024, 1.8503579850546261, 0.068660194, 50, 21.022040297053945, 90.66666666666666, 'Low Risk'),
(1995, 97, 13, '39:45.7', 37.32127501, 97.33486997111122, 116, 72, 65, 'Male', 72.51521584091643, 1.982439131739567, 0.058480156, 44, 18.451404107088777, 86.66666666666667, 'High Risk'),
(1996, 65, 18, '38:45.7', 36.917830331465844, 96.73489768587721, 139, 70, 56, 'Female', 56.46278640340587, 1.6535224802698458, 0.12160288699797574, 69, 20.65104814183976, 93, 'Low Risk'),
(1997, 76, 18, '37:45.7', 36.08656236419739, 98.97705371013254, 135, 75, 38, 'Female', 70.94880265707613, 1.8030714474800198, 0.081044943, 60, 21.823238466167144, 95, 'Low Risk'),
(1998, 86, 19, '36:45.7', 37.38451773473391, 95.91427464528911, 116, 72, 84, 'Female', 90.51148082989235, 1.8579541762051592, 0.13442204192495624, 44, 26.22005952168016, 86.66666666666667, 'Low Risk'),
(1999, 91, 19, '35:45.7', 36.234957446467774, 99.79980381692347, 130, 71, 24, 'Female', 68.32505975669176, 1.931975942849039, 0.0654886, 59, 18.30528908021992, 90.66666666666666, 'High Risk'),
(2000, 66, 13, '34:45.7', 37.485229770617195, 99.68917656780418, 128, 80, 54, 'Female', 70.76120481471276, 1.8255601746821077, 0.07927374, 48, 21.232587038898888, 96, 'Low Risk'),
(2001, 85, 14, '33:45.7', 36.09670733835527, 99.16270314284215, 133, 88, 28, 'Male', 55.991676835537405, 1.9432258157903202, 0.072990342, 45, 14.827807220038913, 103, 'High Risk'),
(2002, 71, 14, '32:45.7', 36.682843933793336, 97.07397992448588, 121, 83, 86, 'Female', 51.030583346483056, 1.8817676882015955, 0.11179725393658939, 38, 14.411146028608147, 95.66666666666667, 'High Risk'),
(2003, 77, 16, '31:45.7', 37.319620575861464, 97.72066149169422, 118, 81, 38, 'Female', 65.4637673, 1.5923601579271947, 0.1275358030880837, 37, 25.817749879233016, 93.33333333333333, 'Low Risk'),
(2004, 91, 18, '30:45.7', 37.208401643975506, 99.37002930047363, 139, 70, 82, 'Male', 56.47295784768552, 1.801158568413546, 0.09847331, 69, 17.40750939381746, 93, 'High Risk'),
(2005, 91, 15, '29:45.7', 36.429166372966634, 98.00809199, 137, 78, 42, 'Male', 91.23063694, 1.533721987969758, 0.1449996466004174, 59, 38.78353751752139, 97.66666666666666, 'High Risk'),
(2006, 80, 16, '28:45.7', 37.437250641426374, 95.94209834, 133, 83, 67, 'Female', 77.77941108, 1.6556157839672194, 0.080925765, 50, 28.375631413160903, 99.66666666666666, 'Low Risk'),
(2007, 86, 14, '27:45.7', 37.08574941885361, 99.27310563, 116, 79, 77, 'Male', 69.89976236164318, 1.6428148517922188, 0.13982301445610795, 37, 25.899922135592842, 91.33333333333333, 'Low Risk'),
(2008, 99, 13, '26:45.7', 36.58785224162389, 97.53735263355456, 117, 76, 35, 'Male', 59.10709347244373, 1.814241841372688, 0.10308472129145094, 41, 17.957639400388278, 89.66666666666667, 'High Risk'),
(2009, 70, 13, '25:45.7', 37.299071102283506, 96.11275690564743, 117, 75, 69, 'Male', 52.37479675537283, 1.666694828766126, 0.145864892, 42, 18.85428965489439, 89, 'Low Risk'),
(2010, 98, 15, '24:45.7', 36.342020421861704, 97.37890393264956, 127, 73, 18, 'Male', 98.80285110176462, 1.8907873643216648, 0.081207978, 54, 27.636567003067377, 91, 'High Risk'),
(2011, 64, 13, '23:45.7', 37.095471221521315, 95.08083165991393, 130, 86, 64, 'Female', 72.19211628887338, 1.9757143544580638, 0.12494894016214513, 44, 18.4944518, 100.66666666666667, 'High Risk'),
(2012, 99, 16, '22:45.7', 36.89462365455152, 98.71716638809423, 139, 75, 49, 'Male', 56.738593511654805, 1.7205115891806562, 0.080210949, 64, 19.16740684576111, 96.33333333333333, 'High Risk'),
(2013, 75, 15, '21:45.7', 36.498925989519776, 98.64019642, 111, 74, 38, 'Male', 63.54972764439782, 1.655005962424516, 0.11423680507990155, 37, 23.20142012, 86.33333333333333, 'Low Risk'),
(2014, 73, 13, '20:45.7', 36.71164810492195, 99.14940707412771, 119, 86, 50, 'Male', 99.86630834550749, 1.8806732665736048, 0.053463756, 33, 28.235292667127762, 97, 'Low Risk'),
(2015, 95, 13, '19:45.7', 37.13201083286166, 98.41064798610063, 113, 72, 53, 'Female', 54.74125194185869, 1.773082473438428, 0.056333121, 41, 17.412328492533163, 85.66666666666667, 'High Risk'),
(2016, 98, 16, '18:45.7', 37.165666912910915, 98.31674843636706, 121, 78, 26, 'Female', 54.37933574964409, 1.9867903781480485, 0.10438406648186392, 43, 13.776211515138446, 92.33333333333333, 'High Risk'),
(2017, 71, 17, '17:45.7', 36.575143400956094, 99.67125257333554, 120, 76, 39, 'Female', 72.15124277560969, 1.7927847744630125, 0.068373563, 44, 22.448509235641264, 90.66666666666667, 'Low Risk'),
(2018, 99, 12, '16:45.7', 36.71405365, 96.50418499, 126, 73, 80, 'Male', 88.32274405455766, 1.7835912802351552, 0.13483145453962936, 53, 27.76398956690379, 90.66666666666666, 'High Risk'),
(2019, 71, 14, '15:45.7', 36.628354223719725, 98.71116646590629, 113, 84, 34, 'Male', 95.55325874892864, 1.9765342990574823, 0.057355875, 29, 24.458892743948162, 93.66666666666667, 'Low Risk'),
(2020, 96, 16, '14:45.7', 36.74662822033437, 98.26053795, 114, 87, 47, 'Female', 97.52440334904071, 1.8146394424728665, 0.0760574, 27, 29.616423340630757, 96, 'High Risk'),
(2021, 78, 15, '13:45.7', 36.32164996862953, 97.29991003, 127, 75, 29, 'Male', 69.44707688681498, 1.5446033713289005, 0.14542544192395768, 52, 29.10851256017503, 92.33333333333333, 'Low Risk'),
(2022, 71, 12, '12:45.7', 37.176458123825164, 99.97196646429434, 123, 82, 53, 'Male', 97.70353054952949, 1.6514141904486013, 0.084840215, 41, 35.82599270405762, 95.66666666666667, 'High Risk'),
(2023, 94, 19, '11:45.7', 36.10852294939887, 95.50279906058276, 138, 89, 49, 'Female', 59.13294350900931, 1.942725997388469, 0.11035916350204222, 49, 15.66774137, 105.33333333333333, 'High Risk'),
(2024, 76, 12, '10:45.7', 36.540488814007226, 97.78082414427429, 117, 87, 60, 'Female', 63.79815718043483, 1.6312433981820267, 0.14229617553504212, 30, 23.97566159605216, 97, 'Low Risk'),
(2025, 88, 17, '09:45.7', 37.01145859826672, 95.04197100964265, 136, 79, 22, 'Female', 90.81985214988347, 1.9664482984231353, 0.071501732, 57, 23.48636065429267, 98, 'Low Risk'),
(2026, 69, 17, '08:45.7', 36.18085175, 98.28853610208049, 137, 88, 86, 'Male', 92.06145938488262, 1.8989761265383478, 0.11574576678951061, 49, 25.52929638352501, 104.33333333333333, 'Low Risk'),
(2027, 97, 17, '07:45.7', 36.83709202270757, 95.18468535820544, 123, 84, 47, 'Male', 83.4066673, 1.5863785167827547, 0.090999765, 39, 33.142642218104676, 97, 'High Risk'),
(2028, 68, 13, '06:45.7', 36.45646481119897, 97.6700958, 119, 71, 69, 'Female', 52.903049989164955, 1.742768545, 0.07651804, 48, 17.418120272696466, 87, 'High Risk'),
(2029, 77, 15, '05:45.7', 37.19318220575327, 99.77893794847685, 125, 85, 19, 'Female', 54.13884331284834, 1.7186045193600843, 0.12415590731693799, 40, 18.32977245693782, 98.33333333333333, 'High Risk'),
(2030, 88, 12, '04:45.7', 36.01332528591287, 95.67242358213858, 116, 75, 74, 'Female', 67.90523595391568, 1.8931557646578245, 0.089622099, 41, 18.946568579368762, 88.66666666666667, 'Low Risk'),
(2031, 85, 13, '03:45.7', 36.11321645064048, 98.36824976665373, 138, 77, 54, 'Male', 75.59811787039152, 1.8295291936564233, 0.13103285017069122, 61, 22.585634485249532, 97.33333333333333, 'Low Risk'),
(2032, 90, 17, '02:45.7', 37.05387607377141, 99.57688404137944, 130, 71, 50, 'Male', 54.735428241991045, 1.6872825699859066, 0.10434289804737137, 59, 19.22617450948115, 90.66666666666666, 'Low Risk'),
(2033, 97, 16, '01:45.7', 37.14962051118563, 95.37974864934694, 133, 83, 63, 'Female', 61.26983071186675, 1.5440982891179322, 0.074519196, 50, 25.69785041812311, 99.66666666666666, 'High Risk'),
(2034, 90, 18, '00:45.7', 37.09369769965212, 96.92319908, 113, 76, 58, 'Male', 69.72394021794175, 1.8403033537082332, 0.067913667, 37, 20.587475090847935, 88.33333333333333, 'Low Risk'),
(2035, 78, 19, '59:45.7', 36.81564583156265, 99.86609391953299, 125, 74, 47, 'Female', 62.20820407, 1.5067258174593352, 0.10681973034951686, 51, 27.40180704196334, 91, 'Low Risk'),
(2036, 72, 18, '58:45.7', 37.434185426197786, 95.57345947165503, 122, 77, 43, 'Female', 96.78319155, 1.7066798330878865, 0.14734518620383524, 45, 33.22735917358514, 92, 'High Risk'),
(2037, 61, 17, '57:45.7', 36.30229905805361, 95.13142904030519, 132, 81, 45, 'Female', 59.30159142117961, 1.504809802210644, 0.10691282502140234, 51, 26.18804781815542, 98, 'Low Risk'),
(2038, 87, 13, '56:45.7', 36.04484958, 99.25949447469625, 116, 70, 52, 'Female', 57.38087452763742, 1.9850246067298634, 0.062015865, 46, 14.562481058498157, 85.33333333333333, 'High Risk'),
(2039, 70, 15, '55:45.7', 36.758653607540644, 98.40740581400962, 127, 78, 76, 'Female', 99.74015297, 1.7601458620254673, 0.075259637, 49, 32.19383485948956, 94.33333333333333, 'High Risk'),
(2040, 63, 14, '54:45.7', 36.82977905358435, 97.03629246, 113, 89, 86, 'Female', 87.67249937146613, 1.518038312723371, 0.099033286, 24, 38.045029264835605, 97, 'High Risk'),
(2041, 76, 14, '53:45.7', 37.15804404, 97.30176019549819, 114, 80, 62, 'Female', 97.1819332, 1.5056093877773429, 0.1187873802929225, 34, 42.8707327, 91.33333333333333, 'High Risk'),
(2042, 87, 14, '52:45.7', 37.31675053769176, 97.19010404133395, 129, 80, 83, 'Female', 67.74183791263884, 1.7182133264787411, 0.13918624764989274, 49, 22.94577914554932, 96.33333333333333, 'Low Risk'),
(2043, 66, 14, '51:45.7', 36.24280823186548, 96.86841009618396, 113, 70, 26, 'Female', 91.14062301917588, 1.8987119248793893, 0.12588254111105845, 43, 25.28097603887804, 84.33333333333333, 'Low Risk'),
(2044, 60, 14, '50:45.7', 36.910409989605235, 99.73783842846329, 132, 74, 38, 'Male', 85.23886989, 1.8503464738134994, 0.10085782452506598, 58, 24.896114317335005, 93.33333333333333, 'Low Risk'),
(2045, 67, 12, '49:45.7', 36.42924963124018, 95.66485053748134, 137, 89, 22, 'Male', 96.30497139286172, 1.5258561614815491, 0.051447255, 48, 41.36390338990031, 105, 'High Risk'),
(2046, 85, 18, '48:45.7', 36.10643348406805, 95.01737612498972, 115, 88, 50, 'Male', 82.36008154332711, 1.5710986400303009, 0.073134986, 27, 33.36643923625686, 97, 'High Risk'),
(2047, 63, 17, '47:45.7', 36.835418979995715, 97.50618480969815, 118, 78, 24, 'Female', 99.38574126761506, 1.6473329508344865, 0.07231349, 40, 36.62362346105736, 91.33333333333333, 'High Risk'),
(2048, 96, 12, '46:45.7', 37.49828929038895, 99.05608645744293, 124, 88, 21, 'Male', 61.57076570106822, 1.5314424355427914, 0.12234881073945997, 36, 26.252653139273132, 100, 'High Risk'),
(2049, 81, 13, '45:45.7', 36.65896331879374, 98.16693338450767, 123, 87, 67, 'Female', 81.69416105318612, 1.8852234540131887, 0.090794251, 36, 22.98610302333265, 99, 'Low Risk'),
(2050, 68, 15, '44:45.7', 36.071197631594586, 99.10008636265583, 136, 73, 40, 'Female', 55.24889699453322, 1.7273808907584762, 0.10855606723236658, 63, 18.5160093, 94, 'Low Risk'),
(2051, 98, 12, '43:45.7', 37.312762461509905, 96.04019867569876, 121, 77, 26, 'Female', 56.677377445337115, 1.6371764305627952, 0.1357028503973582, 44, 21.14553993700311, 91.66666666666667, 'High Risk'),
(2052, 93, 15, '42:45.7', 36.713579537669105, 95.46333402103446, 119, 80, 80, 'Male', 52.550497917977815, 1.730313185, 0.095892993, 39, 17.55203196317899, 93, 'High Risk'),
(2053, 96, 19, '41:45.7', 36.32882641526899, 99.19344498502707, 131, 87, 79, 'Female', 98.28921669301562, 1.9834511335954466, 0.10014756871015323, 44, 24.984051336897323, 101.66666666666667, 'High Risk'),
(2054, 64, 16, '40:45.7', 36.92406072742304, 95.43767502333556, 137, 84, 58, 'Female', 62.48556723, 1.7643814398452284, 0.11970661621135183, 53, 20.072189818516126, 101.66666666666666, 'Low Risk'),
(2055, 87, 13, '39:45.7', 37.247961221702425, 96.42412794213922, 116, 81, 29, 'Female', 95.33236150711653, 1.582977208429647, 0.10931962866381734, 35, 38.04442523241894, 92.66666666666667, 'High Risk'),
(2056, 73, 15, '38:45.7', 36.57632440452872, 99.06709439213992, 136, 71, 64, 'Male', 77.2012509, 1.9614999635582726, 0.073212903, 65, 20.06539569280155, 92.66666666666666, 'Low Risk'),
(2057, 73, 17, '37:45.7', 37.34266230111561, 98.39754597946278, 113, 88, 58, 'Female', 76.28146680898887, 1.8139290226431752, 0.084016939, 25, 23.183470888430417, 96.33333333333333, 'Low Risk'),
(2058, 68, 17, '36:45.7', 36.59435152488428, 97.55784735663718, 111, 84, 81, 'Male', 84.53694970576146, 1.904044728127897, 0.097491209, 27, 23.318052777685537, 93, 'Low Risk'),
(2059, 66, 16, '35:45.7', 36.98740072159042, 96.08463091260519, 114, 84, 83, 'Male', 61.28375144176781, 1.6516562839595401, 0.10646179019548743, 30, 22.46497783363739, 94, 'Low Risk'),
(2060, 90, 14, '34:45.7', 37.07466617067748, 97.01550695516461, 136, 87, 64, 'Female', 95.11938095, 1.8266756990679882, 0.1318045284085545, 49, 28.506645348675082, 103.33333333333333, 'Low Risk'),
(2061, 72, 13, '33:45.7', 36.44207471594826, 98.10435003078938, 129, 78, 85, 'Female', 68.11210603596066, 1.8799623128024068, 0.1378486437794033, 51, 19.27196608211541, 95, 'Low Risk'),
(2062, 94, 18, '32:45.7', 36.650847126410476, 98.17663481, 136, 70, 58, 'Female', 54.144800507785476, 1.5733949814584656, 0.12011643483343667, 66, 21.871634349165497, 92, 'High Risk'),
(2063, 63, 15, '31:45.7', 37.102943772195914, 98.64184407083867, 119, 86, 33, 'Male', 53.71543311095645, 1.7937472125062612, 0.091027968, 33, 16.69462250989699, 97, 'High Risk'),
(2064, 76, 15, '30:45.7', 37.23433750706815, 97.83809474744713, 130, 74, 19, 'Male', 93.98573923662369, 1.9565160089774576, 0.13593223915551728, 56, 24.552467793974355, 92.66666666666666, 'Low Risk'),
(2065, 65, 16, '29:45.7', 36.09758805876756, 98.95894680550114, 137, 77, 54, 'Female', 65.97549288, 1.8647667024068193, 0.14874528233175016, 60, 18.972896250756992, 97, 'Low Risk'),
(2066, 89, 16, '28:45.7', 37.14899862, 95.76993113191142, 119, 73, 64, 'Female', 60.52304677330833, 1.8803035889534208, 0.053067926, 46, 17.118465527930187, 88.33333333333333, 'High Risk'),
(2067, 82, 15, '27:45.7', 36.474302331351346, 98.21332455522287, 136, 85, 43, 'Male', 88.63653507, 1.9646540283549925, 0.078620782, 51, 22.963633369139867, 102, 'Low Risk'),
(2068, 97, 14, '26:45.7', 36.69638339969112, 99.53515731635858, 114, 72, 45, 'Male', 84.41366412349078, 1.9636009100616145, 0.07550795, 42, 21.893051696778144, 86, 'High Risk'),
(2069, 83, 17, '25:45.7', 37.086471230988174, 97.60355433117724, 111, 81, 47, 'Female', 59.89920982605707, 1.8091781770704356, 0.082338055, 30, 18.300308557708522, 91, 'High Risk'),
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(2071, 94, 17, '23:45.7', 36.60754770413516, 96.95249729136498, 119, 87, 67, 'Female', 59.62785375448571, 1.8558415326084539, 0.081631418, 32, 17.312803433025664, 97.66666666666667, 'High Risk'),
(2072, 66, 16, '22:45.7', 36.602566067380785, 99.71896447734564, 136, 87, 19, 'Male', 63.77206458156386, 1.5090865921906893, 0.099090958, 49, 28.002844976361473, 103.33333333333333, 'Low Risk'),
(2073, 66, 13, '21:45.7', 37.25966519579261, 97.83339068413486, 114, 77, 37, 'Male', 51.60305520818404, 1.9686170856440377, 0.11574006832816533, 37, 13.315360074582484, 89.33333333333333, 'High Risk'),
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(2075, 72, 14, '19:45.7', 36.96179944397339, 98.70484850337475, 119, 71, 70, 'Female', 86.81621932241578, 1.7932106333503353, 0.13251568291867344, 48, 26.998414351665225, 87, 'Low Risk'),
(2076, 77, 19, '18:45.7', 36.808751118707754, 97.17984727, 110, 81, 52, 'Female', 67.28770940609884, 1.699111723335394, 0.1478248246613894, 29, 23.30729492, 90.66666666666667, 'Low Risk'),
(2077, 91, 18, '17:45.7', 36.54725113590787, 99.6621937, 124, 75, 51, 'Male', 54.47218348975999, 1.7888771729887119, 0.11231776179299391, 49, 17.022123595349903, 91.33333333333333, 'High Risk'),
(2078, 97, 15, '16:45.7', 36.53475473352021, 96.66355588769707, 116, 74, 27, 'Male', 65.08016821684564, 1.7007647805237187, 0.14580191976068635, 42, 22.49884164687289, 88, 'High Risk'),
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(2081, 64, 19, '13:45.7', 37.38116398, 95.15515462575341, 127, 81, 34, 'Female', 84.81598755885153, 1.5466418300594362, 0.11013696342752335, 46, 35.45669238645295, 96.33333333333333, 'High Risk'),
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(2084, 89, 16, '10:45.7', 37.15336478412471, 95.79422027, 135, 82, 55, 'Female', 96.67165457088966, 1.9757103486953813, 0.14211497618972413, 53, 24.765813744827202, 99.66666666666666, 'Low Risk'),
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(2091, 74, 19, '03:45.7', 36.28354828, 97.87804594828305, 115, 71, 48, 'Male', 78.26459781678963, 1.840076849920938, 0.075678853, 44, 23.114975362431366, 85.66666666666667, 'Low Risk'),
(2092, 96, 14, '02:45.7', 36.27646533899892, 95.10757810688729, 131, 89, 46, 'Male', 65.22876854879823, 1.6653498384011949, 0.1440459747314177, 42, 23.519507377965834, 103, 'High Risk'),
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(2094, 60, 17, '00:45.7', 36.27181688357934, 95.44708363681758, 116, 81, 51, 'Male', 63.70967254328631, 1.5584149271890693, 0.05889102, 35, 26.232469346651865, 92.66666666666667, 'Low Risk'),
(2095, 97, 12, '59:45.7', 37.409012744222615, 97.73046035825871, 119, 70, 50, 'Female', 87.11699134456788, 1.5984070369631405, 0.11149743656100956, 49, 34.09793688667484, 86.33333333333333, 'High Risk'),
(2096, 71, 18, '58:45.7', 36.60870636091238, 96.49486529019633, 119, 86, 81, 'Male', 62.65599198508487, 1.8945714652727355, 0.1189791447371495, 33, 17.455834925875017, 97, 'High Risk'),
(2097, 65, 17, '57:45.7', 37.166998032386346, 97.06899426913287, 132, 79, 51, 'Male', 83.13741574, 1.567554697400777, 0.13283387648495593, 53, 33.83382612210349, 96.66666666666666, 'High Risk'),
(2098, 76, 12, '56:45.7', 36.71601120386164, 99.16570247431102, 131, 86, 23, 'Female', 54.55194196974802, 1.504824593265153, 0.090546721, 45, 24.090091799089613, 101, 'Low Risk'),
(2099, 76, 15, '55:45.7', 36.70283625881174, 97.85968946663293, 134, 86, 81, 'Female', 55.48428389413472, 1.5693025400945824, 0.074871115, 48, 22.52976334101834, 102, 'Low Risk'),
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(2101, 65, 17, '53:45.7', 37.43108432421267, 98.11703171875702, 113, 77, 25, 'Male', 85.56693791500473, 1.5564436487195132, 0.13168097846277055, 36, 35.32150398191528, 89, 'High Risk'),
(2102, 83, 19, '52:45.7', 36.77662211933267, 97.80674324725862, 129, 75, 78, 'Female', 54.74249407774412, 1.9924943743402117, 0.10365829250244105, 54, 13.788923822151864, 93, 'High Risk'),
(2103, 63, 16, '51:45.7', 36.58684096042419, 99.48509418254157, 112, 75, 27, 'Female', 85.84011294471111, 1.8329918895258746, 0.10288670946806078, 37, 25.548722765292865, 87.33333333333333, 'Low Risk'),
(2104, 98, 14, '50:45.7', 37.06458244687339, 97.33576896400717, 126, 75, 42, 'Male', 86.17710570980859, 1.6745420231431785, 0.055755839377037236, 51, 30.732635317812356, 92, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(2108, 91, 14, '46:45.7', 36.36796501210371, 99.76709405000676, 125, 83, 79, 'Male', 76.53567588437102, 1.6413645178586471, 0.1309207921224589, 42, 28.408862194484026, 97, 'High Risk'),
(2109, 81, 15, '45:45.7', 36.36790379239464, 98.80449059310493, 118, 70, 89, 'Female', 89.38167283, 1.5675288355126107, 0.12424751932801316, 48, 36.37620604593817, 86, 'High Risk'),
(2110, 93, 15, '44:45.7', 36.732330527269646, 95.87913783848971, 126, 78, 64, 'Male', 59.647390327095266, 1.6299318318159024, 0.081269143, 48, 22.451872356409247, 94, 'High Risk'),
(2111, 70, 12, '43:45.7', 36.17690232553462, 98.65077751506222, 111, 82, 70, 'Female', 61.418155506036314, 1.5210861230569508, 0.075371793, 29, 26.545393108698246, 91.66666666666667, 'Low Risk'),
(2112, 91, 12, '42:45.7', 36.74786085895522, 97.54997793821458, 114, 79, 79, 'Male', 61.25897246969468, 1.9593795609005227, 0.100883094, 35, 15.956313519600627, 90.66666666666667, 'High Risk'),
(2113, 79, 13, '41:45.7', 36.18760691, 95.04834724, 131, 76, 38, 'Female', 71.32567737279959, 1.5072105254792156, 0.11351460080612087, 55, 31.39771681844484, 94.33333333333333, 'High Risk'),
(2114, 62, 16, '40:45.7', 36.02627248, 96.46861145934663, 113, 81, 54, 'Male', 98.42975730249591, 1.6267390364822958, 0.072629013, 32, 37.19552024, 91.66666666666667, 'High Risk'),
(2115, 79, 12, '39:45.7', 36.574740039660114, 98.01666266786881, 112, 75, 83, 'Male', 99.37174739333537, 1.8941958737882114, 0.11946357773761651, 37, 27.695751524707628, 87.33333333333333, 'Low Risk'),
(2116, 91, 17, '38:45.7', 36.912592736762456, 96.11417572888621, 126, 84, 62, 'Male', 63.36047020864896, 1.5692441991591266, 0.10016366610164512, 42, 25.729854346174744, 98, 'High Risk'),
(2117, 79, 18, '37:45.7', 37.156749560771345, 97.50732318860256, 132, 72, 19, 'Female', 79.42599108145994, 1.8730258941289113, 0.13788213887119283, 60, 22.63993000442601, 92, 'Low Risk'),
(2118, 99, 18, '36:45.7', 36.60212940524087, 97.19747371655102, 126, 70, 55, 'Male', 98.71198135038108, 1.8999401206442834, 0.068420678, 56, 27.34576275612809, 88.66666666666666, 'High Risk'),
(2119, 99, 19, '35:45.7', 36.40461127693538, 95.14869784789299, 134, 80, 39, 'Female', 65.26650299252736, 1.7507204439168875, 0.078443712, 54, 21.293974869812256, 98, 'High Risk'),
(2120, 93, 12, '34:45.7', 36.41645395484592, 99.06327281906783, 128, 76, 18, 'Female', 87.14129024485263, 1.6576260347248306, 0.083198239, 52, 31.713988738765842, 93.33333333333333, 'High Risk'),
(2121, 90, 14, '33:45.7', 37.06391912489375, 95.51927675, 136, 71, 72, 'Female', 97.43410048384773, 1.8670660905018852, 0.12796480521623688, 65, 27.95062974674279, 92.66666666666666, 'Low Risk'),
(2122, 99, 12, '32:45.7', 36.76044931769406, 99.04866624039362, 134, 75, 21, 'Female', 58.07504398264426, 1.9710861763652283, 0.076773547, 59, 14.947835956133893, 94.66666666666666, 'High Risk'),
(2123, 72, 19, '31:45.7', 36.60829711551868, 99.81370945, 119, 78, 84, 'Female', 95.83777473451906, 1.565080288, 0.13554779386544963, 41, 39.12582228233018, 91.66666666666667, 'High Risk'),
(2124, 76, 12, '30:45.7', 36.03434612694366, 96.76336383969722, 138, 71, 57, 'Male', 93.00441835672474, 1.714774703723719, 0.076875407, 67, 31.629290108193743, 93.33333333333333, 'High Risk'),
(2125, 76, 19, '29:45.7', 36.82695436276031, 97.77635424655087, 124, 78, 63, 'Male', 87.66784776, 1.881223482472698, 0.14119483138664404, 46, 24.77191393, 93.33333333333333, 'Low Risk'),
(2126, 66, 14, '28:45.7', 36.40145542299848, 99.34568229748916, 115, 80, 80, 'Female', 77.78900311412657, 1.9465701471340715, 0.05907272, 35, 20.52948659286105, 91.66666666666667, 'Low Risk'),
(2127, 64, 15, '27:45.7', 37.27490692311627, 96.63331205, 113, 85, 56, 'Female', 52.79631879716902, 1.5033945958497248, 0.055916985, 28, 23.35918429004139, 94.33333333333333, 'Low Risk'),
(2128, 80, 18, '26:45.7', 37.46825152443617, 99.91426759996293, 134, 71, 31, 'Female', 97.59282226860122, 1.9257215261370035, 0.10192224022894894, 63, 26.316668345165116, 92, 'Low Risk'),
(2129, 90, 12, '25:45.7', 36.20780729, 98.83112892, 113, 80, 66, 'Female', 95.06555950406843, 1.5079085391968903, 0.079825423, 33, 41.80932994042819, 91, 'High Risk'),
(2130, 72, 12, '24:45.7', 36.102792930047734, 97.46875806647981, 116, 71, 63, 'Female', 75.05523705196626, 1.8710977803093147, 0.080003236, 45, 21.43818596227123, 86, 'Low Risk'),
(2131, 93, 13, '23:45.7', 36.23546856, 98.75452102556481, 117, 71, 45, 'Male', 63.52634815213605, 1.9824447547054938, 0.1205196641958409, 46, 16.164106502240188, 86.33333333333333, 'High Risk'),
(2132, 86, 16, '22:45.7', 36.64692794022424, 99.35829687274408, 117, 77, 18, 'Male', 99.02777126786376, 1.8419369888244903, 0.1409717383577614, 40, 29.18821027979383, 90.33333333333333, 'Low Risk'),
(2133, 78, 12, '21:45.7', 37.147683047282875, 95.31132038125689, 115, 86, 60, 'Male', 77.29652190607703, 1.8329633278516053, 0.074216027, 29, 23.006597802592363, 95.66666666666667, 'Low Risk'),
(2134, 66, 19, '20:45.7', 36.07325573095056, 97.41172695189758, 123, 75, 88, 'Male', 82.59202577288299, 1.7305511744449955, 0.10991386252358148, 48, 27.578410108337874, 91, 'Low Risk'),
(2135, 62, 13, '19:45.7', 36.811150019887606, 95.25362360432561, 129, 70, 85, 'Male', 96.11791086328908, 1.7436990815072482, 0.1031980497350915, 59, 31.612674905486468, 89.66666666666666, 'High Risk'),
(2136, 86, 16, '18:45.7', 37.17115865127916, 96.45844322915227, 124, 88, 46, 'Male', 65.81689859, 1.5690353242589024, 0.1459942250273185, 36, 26.734494171766364, 100, 'Low Risk'),
(2137, 85, 13, '17:45.7', 36.53118384860639, 97.35246789425082, 129, 74, 69, 'Female', 96.73195053, 1.8813215122447062, 0.10577030251967538, 55, 27.33026873427055, 92.33333333333333, 'Low Risk'),
(2138, 73, 16, '16:45.7', 36.92042142049737, 96.47447597157081, 136, 86, 67, 'Female', 71.92160836138655, 1.956092269510475, 0.097340346, 50, 18.79666136337806, 102.66666666666666, 'Low Risk'),
(2139, 87, 14, '15:45.7', 36.64895102544801, 97.68222941194676, 136, 71, 28, 'Female', 99.94690962749232, 1.637357384182272, 0.1369636807920181, 65, 37.28055805803442, 92.66666666666666, 'High Risk'),
(2140, 97, 19, '14:45.7', 36.43097865039323, 95.99160249555347, 131, 70, 20, 'Male', 74.97919122223317, 1.686608362034435, 0.1185316250516296, 61, 26.357987830722543, 90.33333333333333, 'High Risk'),
(2141, 81, 19, '13:45.7', 36.161561136544464, 96.66434914655797, 110, 81, 84, 'Female', 84.16869413618966, 1.5197583212457282, 0.069928076, 29, 36.4419434, 90.66666666666667, 'High Risk'),
(2142, 65, 12, '12:45.7', 36.47019620062057, 99.03612297, 116, 70, 41, 'Female', 89.90907178, 1.6826079042816444, 0.072396469, 46, 31.75686805141155, 85.33333333333333, 'High Risk'),
(2143, 85, 13, '11:45.7', 36.99844723, 97.52402172337354, 113, 89, 51, 'Female', 61.16767711371721, 1.9160206314866994, 0.054973659, 24, 16.661788822612014, 97, 'High Risk'),
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(2321, 66, 15, '13:45.7', 36.098865719155604, 98.66902519, 131, 77, 72, 'Female', 92.1396782, 1.5163275319773195, 0.13003967103558026, 54, 40.07381141423447, 95, 'High Risk'),
(2322, 84, 13, '12:45.7', 36.151171822596375, 98.62758531780004, 123, 71, 62, 'Male', 71.57497421873813, 1.878123290086412, 0.11498825, 52, 20.291446329607474, 88.33333333333333, 'Low Risk'),
(2323, 70, 12, '11:45.7', 36.410998993078266, 97.58248157939158, 111, 82, 74, 'Female', 85.25229109936308, 1.606803052597099, 0.13841398506235603, 29, 33.02028086191488, 91.66666666666667, 'High Risk'),
(2324, 97, 18, '10:45.7', 36.32403440325103, 98.63599151290158, 118, 71, 74, 'Male', 91.05561479415431, 1.5296138214885067, 0.12992542525539658, 47, 38.917338567342675, 86.66666666666667, 'High Risk'),
(2325, 65, 19, '09:45.7', 36.63082186452871, 99.49680706006788, 111, 79, 51, 'Female', 90.96652761, 1.6372540117168823, 0.12604209439805306, 32, 33.93512791556724, 89.66666666666667, 'High Risk'),
(2326, 75, 15, '08:45.7', 36.41252413285948, 98.92334416782192, 120, 84, 51, 'Female', 90.27313880500603, 1.970982511761696, 0.052846219, 36, 23.237692552336974, 96, 'Low Risk'),
(2327, 74, 13, '07:45.7', 37.38001011164908, 99.55193520129147, 129, 81, 71, 'Male', 82.68083472965391, 1.8792571318566031, 0.053920948757467974, 48, 23.411672398069587, 97, 'Low Risk'),
(2328, 81, 14, '06:45.7', 37.322533005281336, 98.47901955474629, 127, 84, 46, 'Male', 71.03606634081999, 1.9286353810202657, 0.11455086111326186, 43, 19.097593492539584, 98.33333333333333, 'Low Risk'),
(2329, 60, 19, '05:45.7', 37.13899637047934, 96.54131198561241, 112, 78, 72, 'Male', 82.73060260583281, 1.8201088261937914, 0.065303414, 34, 24.973043655531853, 89.33333333333333, 'Low Risk'),
(2330, 95, 14, '04:45.7', 36.57083903677343, 98.30727975, 136, 75, 53, 'Male', 88.81186505110563, 1.8129672342007952, 0.063838677, 61, 27.020356832675027, 95.33333333333333, 'High Risk'),
(2331, 93, 13, '03:45.7', 36.54013039697904, 99.85620303155076, 124, 84, 33, 'Female', 67.28958537022861, 1.9790042961301313, 0.055899987, 40, 17.181235008714378, 97.33333333333333, 'High Risk'),
(2332, 74, 16, '02:45.7', 37.11699906555086, 99.07711434852719, 128, 86, 77, 'Female', 86.62061469623868, 1.9630606195898568, 0.094609655, 42, 22.477801909224905, 100, 'Low Risk'),
(2333, 66, 15, '01:45.7', 37.141017038206684, 95.43693484148666, 124, 84, 56, 'Male', 82.03761871124709, 1.5353752149616753, 0.066571036, 40, 34.80038065452413, 97.33333333333333, 'High Risk'),
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(2335, 63, 15, '59:45.7', 37.28859076, 99.85361120261703, 114, 89, 74, 'Female', 50.56670814242443, 1.7773103943641493, 0.062447006019091714, 25, 16.008038519894185, 97.33333333333333, 'High Risk'),
(2336, 64, 12, '58:45.7', 36.77538373047089, 95.01214715134161, 138, 88, 79, 'Female', 57.30218148549325, 1.7360189486695277, 0.072572661, 50, 19.01350719654521, 104.66666666666666, 'Low Risk'),
(2337, 97, 17, '57:45.7', 37.311923950350334, 96.08362253143198, 138, 73, 23, 'Male', 57.4190478, 1.847834127884099, 0.054833755, 65, 16.816283424529896, 94.66666666666666, 'High Risk'),
(2338, 91, 12, '56:45.7', 36.948305, 95.63348862190455, 131, 72, 54, 'Female', 67.64268962157554, 1.9070069531318234, 0.093283502, 59, 18.600144352368176, 91.66666666666666, 'High Risk'),
(2339, 87, 12, '55:45.7', 36.88395338891499, 98.85386514339275, 122, 71, 39, 'Female', 93.10029550639358, 1.5750307620157735, 0.13927124372471222, 51, 37.529517298071895, 88, 'High Risk'),
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(2341, 94, 12, '53:45.7', 36.39132007321265, 99.69720872234787, 118, 83, 82, 'Male', 89.60204546, 1.6668071984718207, 0.096226062, 35, 32.25129733688063, 94.66666666666667, 'High Risk'),
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(2343, 77, 17, '51:45.7', 37.182599228661864, 97.57619029067993, 127, 89, 75, 'Male', 88.08381703045173, 1.9991138691488868, 0.11556700117653707, 38, 22.04048068081756, 101.66666666666667, 'Low Risk'),
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(2345, 98, 17, '49:45.7', 36.05889927691649, 96.00373157570283, 129, 85, 44, 'Male', 54.289682587480996, 1.9983508748087724, 0.094830552, 44, 13.594830981940234, 99.66666666666667, 'High Risk'),
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(2347, 87, 17, '47:45.7', 36.885886424960624, 98.92981557206218, 122, 77, 58, 'Male', 52.335634998791186, 1.531552286527661, 0.052040082665272686, 45, 22.31176062433953, 92, 'Low Risk'),
(2348, 75, 14, '46:45.7', 36.053000139403494, 99.37726771226036, 133, 84, 69, 'Male', 52.61597691272986, 1.9328744492490995, 0.085431465, 49, 14.083491888989952, 100.33333333333333, 'High Risk'),
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(2352, 80, 16, '42:45.7', 36.557226082961535, 96.94906909674906, 135, 79, 69, 'Female', 91.56840089043371, 1.8051218275012468, 0.058100702891324366, 56, 28.10170008581974, 97.66666666666666, 'Low Risk'),
(2353, 85, 12, '41:45.7', 36.08598698637613, 98.17081422727989, 124, 75, 63, 'Male', 94.94242739129615, 1.5243569279832012, 0.12212309305039783, 49, 40.85893037805039, 91.33333333333333, 'High Risk'),
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(2355, 77, 12, '39:45.7', 37.44852700767018, 97.35950207707879, 127, 77, 45, 'Female', 96.85839098987202, 1.746105343326102, 0.054805369, 50, 31.768474996106455, 93.66666666666666, 'High Risk'),
(2356, 65, 16, '38:45.7', 37.29050951342091, 96.87032978671199, 117, 87, 51, 'Female', 63.06606145, 1.6670062986469292, 0.14312994932086986, 30, 22.69453183206026, 97, 'Low Risk'),
(2357, 79, 13, '37:45.7', 36.901363017629244, 99.20585913, 134, 80, 46, 'Female', 69.37385476515652, 1.6451769839547374, 0.10035256312650691, 54, 25.63129662230964, 98, 'Low Risk'),
(2358, 67, 14, '36:45.7', 36.03287012629533, 97.59340811403128, 126, 73, 39, 'Male', 79.26900339899942, 1.5545917118280737, 0.1376025284513084, 53, 32.799762736065155, 90.66666666666666, 'High Risk'),
(2359, 64, 19, '35:45.7', 37.27018495361544, 97.98497875409294, 131, 76, 64, 'Male', 76.67799551433335, 1.8635003579304839, 0.14333969246698036, 55, 22.080646765460145, 94.33333333333333, 'Low Risk'),
(2360, 91, 18, '34:45.7', 36.39734710884058, 96.52685606219502, 117, 75, 57, 'Male', 78.99840848800369, 1.8582254344382436, 0.061354018, 42, 22.878183638456278, 89, 'High Risk'),
(2361, 89, 18, '33:45.7', 36.84691669874439, 97.44591437895085, 137, 74, 79, 'Female', 57.97684314469866, 1.7598388932365432, 0.12370026673523993, 63, 18.720124858965477, 95, 'Low Risk'),
(2362, 87, 14, '32:45.7', 36.773060810501725, 97.85077513918645, 123, 82, 26, 'Female', 98.40752083823796, 1.5326473687094542, 0.058093021, 41, 41.893225841513534, 95.66666666666667, 'High Risk'),
(2363, 92, 17, '31:45.7', 36.16518467830831, 97.07694239175322, 116, 74, 88, 'Female', 69.25205194126423, 1.6473873789867035, 0.14598369529533523, 42, 25.517679429602005, 88, 'High Risk'),
(2364, 78, 19, '30:45.7', 37.14131646742483, 99.53781546601562, 139, 74, 36, 'Female', 57.68796637480633, 1.5351313314862411, 0.13086956234252117, 65, 24.479027389469703, 95.66666666666666, 'Low Risk'),
(2365, 89, 19, '29:45.7', 36.99851444077475, 95.89254539994498, 132, 84, 42, 'Female', 77.99139164651743, 1.5918310984970712, 0.12204634055096995, 48, 30.778872023307798, 100, 'High Risk'),
(2366, 73, 17, '28:45.7', 37.17158264453962, 97.60749927, 115, 72, 71, 'Female', 69.30301262712385, 1.710979456411312, 0.1464660640545572, 43, 23.67350289, 86.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(2368, 68, 14, '26:45.7', 37.30934701011023, 95.49633046006045, 114, 71, 71, 'Female', 84.61493116439388, 1.6086898851415905, 0.084431358, 43, 32.69658109446428, 85.33333333333333, 'High Risk'),
(2369, 85, 17, '25:45.7', 36.78004189569192, 98.22390067947258, 120, 86, 27, 'Female', 57.16559557500744, 1.773386822834282, 0.086964521, 34, 18.177233173656525, 97.33333333333333, 'High Risk'),
(2370, 93, 13, '24:45.7', 36.13389901628049, 96.03989464365868, 136, 74, 80, 'Female', 51.68021239, 1.5337085119500853, 0.11479814092670977, 62, 21.970433902867665, 94.66666666666666, 'High Risk'),
(2371, 77, 17, '23:45.7', 37.30923148, 99.20877964626688, 122, 89, 67, 'Female', 92.75190686729705, 1.8531122137716465, 0.078333201, 33, 27.009678203882764, 100, 'Low Risk'),
(2372, 76, 14, '22:45.7', 36.810392848283996, 96.72193307912073, 124, 76, 77, 'Female', 96.86173365158083, 1.850656072402928, 0.1328577646614908, 48, 28.28139351460268, 92, 'Low Risk'),
(2373, 67, 16, '21:45.7', 37.310572855368115, 97.01551578015426, 124, 70, 37, 'Female', 53.00760321001401, 1.5530980312049592, 0.13417023424062313, 54, 21.975584204541235, 88, 'Low Risk'),
(2374, 90, 17, '20:45.7', 37.23449473550048, 98.11671918, 135, 84, 79, 'Male', 74.50505763649426, 1.7995604505849179, 0.067949024, 51, 23.006622951577413, 101, 'Low Risk'),
(2375, 76, 14, '19:45.7', 37.396672164849306, 98.32586472759233, 133, 81, 78, 'Female', 67.52920729399958, 1.9868453264586994, 0.079726892, 52, 17.106593420876127, 98.33333333333333, 'High Risk'),
(2376, 82, 14, '18:45.7', 37.387907310262555, 96.93896563403561, 135, 88, 47, 'Male', 61.843820588329216, 1.723634464405894, 0.098621115, 47, 20.816416701411296, 103.66666666666667, 'Low Risk'),
(2377, 97, 19, '17:45.7', 36.44071079024939, 97.42825838, 117, 72, 88, 'Male', 70.04720147772123, 1.5238726291852962, 0.10841070710923126, 45, 30.164313919814937, 87, 'High Risk'),
(2378, 69, 16, '16:45.7', 36.50404076515569, 99.22229256524975, 121, 87, 79, 'Male', 96.27579700905568, 1.8401955312623548, 0.10893999159056032, 34, 28.430806472067566, 98.33333333333333, 'Low Risk'),
(2379, 72, 14, '15:45.7', 37.25425620903798, 96.04979524075911, 134, 83, 20, 'Male', 60.97699860595101, 1.7202971365672854, 0.1445814876508908, 51, 20.604359128381216, 100, 'Low Risk'),
(2380, 84, 19, '14:45.7', 36.860575213686054, 96.53015061620908, 119, 87, 60, 'Female', 65.73608503554807, 1.8946473670097994, 0.14237539060830828, 32, 18.31247540683016, 97.66666666666667, 'High Risk'),
(2381, 82, 12, '13:45.7', 36.538444296584714, 97.29742510874681, 132, 78, 36, 'Female', 82.07394814597461, 1.987556889659616, 0.13844267201127086, 54, 20.776203428142313, 96, 'Low Risk'),
(2382, 74, 17, '12:45.7', 36.365744667032494, 98.22383665871189, 111, 85, 84, 'Male', 70.01845741045193, 1.893525751430008, 0.11636112202881867, 26, 19.52855489872216, 93.66666666666667, 'Low Risk'),
(2383, 93, 15, '11:45.7', 36.73885357727534, 96.49601345707981, 127, 89, 64, 'Female', 70.80765930622124, 1.7763642818443461, 0.068188456, 38, 22.43965492277625, 101.66666666666667, 'High Risk'),
(2384, 64, 19, '10:45.7', 36.33967612089574, 99.36722284, 122, 73, 30, 'Male', 67.70063933604632, 1.691013264854904, 0.10629581099572269, 49, 23.675477196314656, 89.33333333333333, 'Low Risk'),
(2385, 65, 18, '09:45.7', 37.372086299217294, 97.37458619890324, 123, 77, 57, 'Female', 57.75442397079751, 1.8495760188581305, 0.079961086, 46, 16.88266041655012, 92.33333333333333, 'High Risk'),
(2386, 72, 14, '08:45.7', 36.56836109129764, 99.74196514648835, 128, 71, 68, 'Female', 57.85640748737684, 1.5714401010388461, 0.092339153, 57, 23.42911047056102, 90, 'Low Risk'),
(2387, 72, 13, '07:45.7', 36.86117057084214, 98.29065812788944, 135, 78, 70, 'Male', 71.35937203737195, 1.9145110247199328, 0.052625642, 57, 19.46862484376035, 97, 'Low Risk'),
(2388, 60, 18, '06:45.7', 36.039148583490075, 98.36502791130555, 138, 85, 33, 'Male', 80.93332652701046, 1.6758302550704203, 0.10357059435638347, 53, 28.818232280613636, 102.66666666666666, 'Low Risk'),
(2389, 65, 18, '05:45.7', 36.432657891198346, 96.18432875883539, 132, 73, 50, 'Female', 65.66771675645803, 1.8615300381704871, 0.066187345, 59, 18.950113665215667, 92.66666666666666, 'Low Risk'),
(2390, 82, 12, '04:45.7', 36.80902600957792, 96.21618651457202, 118, 85, 48, 'Male', 71.68139098895654, 1.8946789029645799, 0.10368340714320201, 33, 19.968028397848013, 96, 'Low Risk'),
(2391, 93, 14, '03:45.7', 36.73737258280908, 98.01264578767608, 133, 80, 82, 'Female', 92.95364674059391, 1.8675671709957102, 0.11365341360137145, 53, 26.651028298850907, 97.66666666666666, 'High Risk'),
(2392, 61, 13, '02:45.7', 36.90994763822562, 97.12915270033655, 121, 71, 19, 'Male', 89.09500507319665, 1.9574284537609359, 0.06974172, 50, 23.25313766582438, 87.66666666666666, 'Low Risk'),
(2393, 70, 15, '01:45.7', 36.02930802514612, 98.36543213785374, 124, 86, 49, 'Male', 67.27758412914228, 1.9921469115014496, 0.1417735982808389, 38, 16.95226228250328, 98.66666666666667, 'High Risk'),
(2394, 66, 16, '00:45.7', 37.097394508304866, 95.01951781356686, 124, 80, 68, 'Male', 89.84864955024449, 1.668685096, 0.12957391016176067, 44, 32.26731135255806, 94.66666666666667, 'High Risk'),
(2395, 76, 14, '59:45.7', 36.46759147849556, 95.48305858636627, 134, 73, 34, 'Female', 89.65893862613399, 1.5798086972443708, 0.10286329610172378, 61, 35.92399213462934, 93.33333333333333, 'High Risk'),
(2396, 67, 16, '58:45.7', 36.44985877258342, 95.52411270701464, 126, 74, 28, 'Male', 56.353426053743455, 1.9894178997425649, 0.055442825579745336, 52, 14.23863253694172, 91.33333333333333, 'High Risk'),
(2397, 87, 19, '57:45.7', 37.259118074662666, 98.21399088180041, 120, 74, 74, 'Female', 86.36402182, 1.9554141865409755, 0.074704419, 46, 22.586832702946907, 89.33333333333333, 'Low Risk'),
(2398, 98, 15, '56:45.7', 36.57183740375549, 99.51044535677224, 132, 86, 35, 'Female', 71.94655721701963, 1.5223514612242894, 0.074126294, 46, 31.044177655422683, 101.33333333333333, 'High Risk'),
(2399, 80, 16, '55:45.7', 37.31012089485193, 97.05146094023468, 138, 89, 27, 'Female', 51.64593626876467, 1.924026707167271, 0.058025648, 49, 13.95127703500091, 105.33333333333333, 'High Risk'),
(2400, 78, 19, '54:45.7', 36.69410061467609, 96.56337480115974, 111, 78, 40, 'Female', 59.342588470169495, 1.5455358076897663, 0.050180211458299054, 33, 24.84324618413351, 89, 'Low Risk'),
(2401, 66, 12, '53:45.7', 36.41395686543968, 98.98361215141564, 126, 70, 81, 'Female', 89.36223130145181, 1.659219705348838, 0.14551062238220902, 56, 32.45982771860638, 88.66666666666666, 'High Risk'),
(2402, 98, 13, '52:45.7', 36.195565770080925, 97.17308687784565, 120, 81, 57, 'Female', 73.81890008112184, 1.5088303132130876, 0.086232634, 39, 32.42550648252821, 94, 'High Risk'),
(2403, 94, 17, '51:45.7', 36.690731075587884, 99.62636957957083, 133, 76, 71, 'Female', 67.36347998646673, 1.5132095824492313, 0.11414012195259023, 57, 29.41889451349683, 95, 'High Risk'),
(2404, 70, 16, '50:45.7', 37.26999928073736, 96.13453805594249, 114, 85, 24, 'Male', 51.22873845430488, 1.8817689233667663, 0.13820036491715731, 29, 14.467086463463303, 94.66666666666667, 'High Risk'),
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(2582, 64, 14, '52:45.7', 36.38027856064156, 96.38065586220893, 125, 85, 82, 'Female', 70.08275496292053, 1.732490765193386, 0.085702648, 40, 23.349055043735003, 98.33333333333333, 'Low Risk'),
(2583, 60, 17, '51:45.7', 36.25094082024172, 95.10586446, 139, 82, 35, 'Male', 95.71655448726057, 1.8387690833879486, 0.1300036829241668, 57, 28.30953076138523, 101, 'Low Risk'),
(2584, 71, 18, '50:45.7', 36.083094626581676, 97.79306396305246, 138, 78, 25, 'Male', 52.984210469687746, 1.6317924720377897, 0.11252986765525246, 60, 19.89832943209977, 98, 'Low Risk'),
(2585, 95, 17, '49:45.7', 37.48430096889364, 98.22102201209995, 123, 85, 72, 'Male', 62.38632146494125, 1.966320719123298, 0.1469091635114523, 38, 16.13543462, 97.66666666666667, 'High Risk'),
(2586, 64, 15, '48:45.7', 37.12027545137786, 98.64288261321516, 112, 78, 73, 'Male', 70.92525686, 1.8044968818592666, 0.07573384, 34, 21.78154317744991, 89.33333333333333, 'Low Risk'),
(2587, 86, 16, '47:45.7', 36.94550457, 98.34417627858056, 129, 71, 26, 'Male', 68.87023918659355, 1.6026497645011495, 0.067842485, 58, 26.81355164474191, 90.33333333333333, 'Low Risk'),
(2588, 75, 19, '46:45.7', 37.39589975408853, 98.44330155792916, 134, 89, 76, 'Male', 76.24065621109938, 1.8600907907569266, 0.073536316, 45, 22.035268181981696, 104, 'Low Risk'),
(2589, 88, 19, '45:45.7', 36.61120364340925, 99.79628706187904, 127, 81, 59, 'Male', 84.74590906690005, 1.895034955647809, 0.10979730366560125, 46, 23.59849420836464, 96.33333333333333, 'Low Risk'),
(2590, 76, 15, '44:45.7', 36.393221898841176, 96.71947556826294, 128, 71, 78, 'Female', 80.68545467761462, 1.7337346504458706, 0.061186657919205314, 57, 26.842934551973116, 90, 'Low Risk'),
(2591, 66, 19, '43:45.7', 37.27862700398938, 97.00757655313556, 124, 79, 59, 'Male', 79.91637792810772, 1.7550480460485713, 0.088966624, 45, 25.945244736597722, 94, 'Low Risk'),
(2592, 91, 18, '42:45.7', 36.140142831115895, 99.93055254944768, 118, 74, 24, 'Female', 70.82924218981664, 1.8173334803954775, 0.12285581420913592, 44, 21.445853754518332, 88.66666666666667, 'High Risk'),
(2593, 62, 14, '41:45.7', 36.405588966060314, 97.81728459916071, 117, 77, 62, 'Female', 82.35742843966257, 1.9098356832542058, 0.060285257, 40, 22.57931543538428, 90.33333333333333, 'Low Risk'),
(2594, 77, 16, '40:45.7', 36.08912973314445, 98.89344545740286, 122, 81, 87, 'Male', 94.29674866573058, 1.664934555872839, 0.082849908, 41, 34.017499271419446, 94.66666666666667, 'High Risk'),
(2595, 61, 18, '39:45.7', 36.95549939003628, 98.81035003926861, 110, 70, 73, 'Female', 92.05778727672089, 1.597549427798541, 0.11139005522453148, 40, 36.07048019, 83.33333333333333, 'High Risk'),
(2596, 92, 12, '38:45.7', 36.182240208245176, 95.48357071900065, 126, 80, 58, 'Female', 63.38112066739822, 1.9006418762151631, 0.060310956, 46, 17.545240532642282, 95.33333333333333, 'High Risk'),
(2597, 93, 18, '37:45.7', 37.10847937035531, 98.48047771505524, 117, 86, 57, 'Female', 75.10826401226015, 1.904516141621769, 0.07647897, 31, 20.70705840693792, 96.33333333333333, 'High Risk'),
(2598, 98, 16, '36:45.7', 36.47550758445657, 97.66418973, 113, 79, 50, 'Male', 83.83466858093524, 1.816913784942248, 0.14391354658762806, 34, 25.395397322338717, 90.33333333333333, 'High Risk'),
(2599, 64, 14, '35:45.7', 36.409806279820714, 96.04620457819985, 135, 80, 22, 'Female', 75.95378781263406, 1.6931867750884488, 0.06787016, 55, 26.49352231544365, 98.33333333333333, 'Low Risk'),
(2600, 90, 13, '34:45.7', 36.00257218050078, 97.67385006453952, 126, 77, 25, 'Female', 98.01130705055274, 1.6658249081627305, 0.084424774, 49, 35.31973835695947, 93.33333333333333, 'High Risk'),
(2601, 64, 13, '33:45.7', 37.00571865474306, 98.96757566004987, 117, 77, 62, 'Female', 55.03569028404627, 1.810525045601349, 0.13898933234862904, 40, 16.78940649463576, 90.33333333333333, 'High Risk'),
(2602, 75, 19, '32:45.7', 37.36497393097946, 97.0664139, 139, 82, 75, 'Female', 95.85333014387962, 1.7539501254758048, 0.054259413, 57, 31.15822622224776, 101, 'High Risk'),
(2603, 81, 18, '31:45.7', 36.80207164718504, 97.66647460927882, 137, 70, 69, 'Male', 70.28026696161695, 1.5769421731887108, 0.090655226, 67, 28.261933268448065, 92.33333333333333, 'Low Risk'),
(2604, 98, 13, '30:45.7', 36.63442344398138, 98.51844192769104, 128, 75, 44, 'Male', 65.86906846836337, 1.7291911520861902, 0.10114317051068558, 53, 22.029036995132298, 92.66666666666666, 'High Risk'),
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(2606, 76, 17, '28:45.7', 36.28381850525415, 95.64208653138913, 111, 81, 78, 'Female', 74.37646311678635, 1.593634690662157, 0.081762092, 30, 29.285859339608834, 91, 'Low Risk'),
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(2608, 92, 17, '26:45.7', 36.08331529197679, 96.88201794207711, 113, 72, 84, 'Male', 51.20694966932855, 1.7201445270532552, 0.096404922, 41, 17.30609288285125, 85.66666666666667, 'High Risk'),
(2609, 99, 19, '25:45.7', 37.25630130647933, 96.65363289828676, 125, 87, 20, 'Male', 84.97487385389265, 1.9001037839021817, 0.072477572, 38, 23.536174911716916, 99.66666666666667, 'High Risk'),
(2610, 83, 12, '24:45.7', 37.12675710550808, 99.26378481, 128, 89, 85, 'Female', 58.694305060606005, 1.8195567494740064, 0.056668792, 39, 17.728204573292725, 102, 'High Risk'),
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(2612, 96, 15, '22:45.7', 37.12369679898562, 99.02502871585129, 123, 75, 83, 'Female', 98.33753399597107, 1.9723285390850762, 0.08570305, 48, 25.27905271385226, 91, 'High Risk'),
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(2617, 95, 17, '17:45.7', 37.08914228604712, 96.49786618512583, 125, 75, 67, 'Male', 75.46826562415421, 1.6608746137683454, 0.082619594, 50, 27.35839876228033, 91.66666666666666, 'High Risk'),
(2618, 86, 12, '16:45.7', 37.14255451125168, 95.50117879883062, 113, 73, 42, 'Female', 65.41864198299014, 1.9742603353154404, 0.080764634, 40, 16.78389229609141, 86.33333333333333, 'High Risk'),
(2619, 82, 14, '15:45.7', 36.300908995937185, 97.02626019638183, 129, 86, 25, 'Female', 62.91664319554918, 1.9089514780975154, 0.069036635, 43, 17.26536501387495, 100.33333333333333, 'High Risk'),
(2620, 91, 13, '14:45.7', 37.18853638532532, 95.50804318, 131, 76, 86, 'Male', 87.14462571365458, 1.6481307962129714, 0.14581536611391194, 55, 32.08169162423479, 94.33333333333333, 'High Risk'),
(2621, 61, 12, '13:45.7', 37.489398308838716, 98.30002358524867, 128, 82, 41, 'Female', 57.04753749272649, 1.9027918457560722, 0.10806651016288718, 46, 15.756303556435597, 97.33333333333333, 'High Risk'),
(2622, 89, 12, '12:45.7', 36.08766588627658, 96.30834078663149, 118, 71, 32, 'Male', 90.48577598, 1.8957137414008582, 0.067165666, 47, 25.178786704522086, 86.66666666666667, 'Low Risk'),
(2623, 63, 12, '11:45.7', 36.782380328059105, 98.50034349278704, 138, 84, 75, 'Female', 61.48231332693827, 1.7004087124555598, 0.054107888028315634, 54, 21.26393112144445, 102, 'Low Risk'),
(2624, 63, 17, '10:45.7', 36.69956693206841, 96.18351073042793, 137, 81, 39, 'Male', 69.67402390484202, 1.6781672823876885, 0.090225046, 56, 24.740039777827885, 99.66666666666666, 'Low Risk'),
(2625, 94, 16, '09:45.7', 37.44957113738671, 97.82139716819721, 128, 79, 67, 'Male', 82.46696771, 1.6353159708839973, 0.080180954, 49, 30.837322987428838, 95.33333333333333, 'High Risk'),
(2626, 96, 13, '08:45.7', 36.756335184541676, 99.25781439864447, 128, 78, 74, 'Female', 73.73343513155326, 1.6218591202655208, 0.1299109686701141, 50, 28.030975565446674, 94.66666666666666, 'High Risk'),
(2627, 80, 12, '07:45.7', 37.36754961478748, 96.06993520487521, 114, 70, 49, 'Female', 75.70544009083352, 1.7661573267327273, 0.066738687, 44, 24.269918271894646, 84.66666666666667, 'Low Risk'),
(2628, 65, 14, '06:45.7', 36.84919278145677, 98.48174641667872, 112, 75, 88, 'Male', 67.43187029998717, 1.7377542456066364, 0.070501721, 37, 22.32998797, 87.33333333333333, 'Low Risk'),
(2629, 84, 15, '05:45.7', 36.159740702953414, 98.46038355185078, 128, 89, 48, 'Female', 81.81942692012322, 1.5737676573521358, 0.1346900536112401, 39, 33.03506773404586, 102, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(2631, 97, 12, '03:45.7', 37.03009897138563, 98.23998296742327, 136, 80, 64, 'Male', 81.49191259865711, 1.9564907830302403, 0.080757415, 56, 21.289178244870385, 98.66666666666666, 'High Risk'),
(2632, 63, 13, '02:45.7', 36.05208409266336, 99.6806977, 130, 83, 53, 'Male', 94.20437075285179, 1.6943669158766672, 0.053993773, 47, 32.81376982214112, 98.66666666666667, 'High Risk'),
(2633, 79, 12, '01:45.7', 36.794125737456895, 95.95232385788587, 136, 86, 20, 'Male', 57.17615629735176, 1.7771904120036388, 0.051140386, 50, 18.102853348386933, 102.66666666666666, 'High Risk'),
(2634, 83, 18, '00:45.7', 36.20970600727402, 98.89028994, 139, 83, 31, 'Male', 78.03557561778308, 1.5171066354852607, 0.14619861099752576, 56, 33.90474032669908, 101.66666666666666, 'High Risk'),
(2635, 90, 19, '59:45.7', 37.34238246140643, 99.64911584908157, 112, 78, 45, 'Female', 84.60889296186932, 1.8027019211807855, 0.099336687, 34, 26.035634707886413, 89.33333333333333, 'Low Risk'),
(2636, 90, 12, '58:45.7', 36.77116147934647, 95.84638804, 115, 85, 68, 'Female', 75.70280815592983, 1.5955842345432112, 0.132854355, 30, 29.73531315911751, 95, 'Low Risk'),
(2637, 85, 18, '57:45.7', 36.108813765149996, 98.65888116028458, 120, 81, 23, 'Female', 64.05290115159978, 1.7097322784836677, 0.077519453, 39, 21.912028453381456, 94, 'Low Risk'),
(2638, 67, 16, '56:45.7', 37.01032852033843, 96.99904234435566, 131, 88, 70, 'Female', 99.14876515381323, 1.9554776399713658, 0.084681294, 43, 25.92875123, 102.33333333333333, 'Low Risk'),
(2639, 72, 15, '55:45.7', 37.42823124, 99.02075173959287, 111, 85, 23, 'Female', 93.40498053900407, 1.8822106452566503, 0.13176859251629747, 26, 26.365352589465367, 93.66666666666667, 'Low Risk'),
(2640, 64, 17, '54:45.7', 37.15831441, 95.28847546716705, 130, 79, 23, 'Male', 91.89128401, 1.7891987004984173, 0.08207609, 51, 28.704974928668946, 96, 'Low Risk'),
(2641, 87, 18, '53:45.7', 37.08541957165767, 99.23479816094088, 115, 83, 59, 'Male', 73.61741802143257, 1.561118274080656, 0.13936951743902534, 32, 30.207095345825085, 93.66666666666667, 'High Risk'),
(2642, 72, 19, '52:45.7', 36.748088984525715, 99.6548835, 117, 80, 34, 'Male', 86.08494221, 1.5047438399543906, 0.11926866287684157, 37, 38.01911857282006, 92.33333333333333, 'High Risk'),
(2643, 70, 12, '51:45.7', 37.325967149405486, 98.79453062924263, 139, 77, 69, 'Male', 90.83176282689377, 1.811076672, 0.094925417, 62, 27.692621500319955, 97.66666666666666, 'Low Risk'),
(2644, 70, 15, '50:45.7', 36.25547131809276, 96.9046663, 131, 85, 73, 'Female', 52.22459948, 1.7866649696584505, 0.057855613538868894, 46, 16.36020996554948, 100.33333333333333, 'High Risk'),
(2645, 66, 15, '49:45.7', 36.431832678022204, 99.93750651010512, 124, 73, 28, 'Female', 50.24356595390991, 1.9492919245771807, 0.085234538, 51, 13.222899219766582, 90, 'High Risk'),
(2646, 67, 12, '48:45.7', 36.87274116305391, 96.88027682331933, 114, 72, 71, 'Male', 96.37044802304248, 1.5819681991096588, 0.1040158755416393, 42, 38.50777095662725, 86, 'High Risk'),
(2647, 60, 15, '47:45.7', 37.265613432296576, 96.63377055, 117, 74, 83, 'Male', 74.42822309332855, 1.766566714207659, 0.073379329, 43, 23.849405865097374, 88.33333333333333, 'Low Risk'),
(2648, 94, 18, '46:45.7', 37.08244914199845, 95.59074146108911, 112, 77, 40, 'Male', 75.87475277850066, 1.5974401363384687, 0.08580724, 35, 29.733641780484888, 88.66666666666667, 'High Risk'),
(2649, 92, 18, '45:45.7', 37.42427742622681, 98.04040177284992, 131, 79, 29, 'Male', 96.28926658131428, 1.9436491818627961, 0.073091456, 52, 25.48837329462742, 96.33333333333333, 'High Risk'),
(2650, 83, 19, '44:45.7', 36.384188805279265, 96.84762388647495, 135, 70, 31, 'Female', 88.35320079409698, 1.5040260058560646, 0.052948188077523634, 65, 39.05814345273764, 91.66666666666666, 'High Risk'),
(2651, 60, 12, '43:45.7', 36.46435681531134, 97.80304542043932, 135, 78, 67, 'Male', 81.47200850902122, 1.6714873304054245, 0.084208525, 57, 29.160988718280258, 97, 'Low Risk'),
(2652, 67, 14, '42:45.7', 36.297443872667436, 99.70617933, 123, 73, 21, 'Female', 62.87411200812884, 1.5389966924718288, 0.064478631, 50, 26.545841164033604, 89.66666666666666, 'Low Risk'),
(2653, 90, 14, '41:45.7', 37.03394820040998, 96.50441324373759, 110, 85, 37, 'Female', 66.31055946047397, 1.9573065032703596, 0.094599228, 25, 17.30872244826297, 93.33333333333333, 'High Risk'),
(2654, 78, 16, '40:45.7', 36.07986783720662, 98.48792830697397, 138, 70, 64, 'Female', 75.61464707496356, 1.7632663216146152, 0.12595616425281125, 68, 24.320365884250513, 92.66666666666666, 'Low Risk'),
(2655, 92, 12, '39:45.7', 36.570977237255704, 99.49878037268155, 139, 78, 80, 'Male', 82.65261091, 1.6721912197567685, 0.1165757281690371, 61, 29.558657109010788, 98.33333333333333, 'High Risk'),
(2656, 62, 14, '38:45.7', 36.23842904342359, 97.42439250595922, 123, 72, 19, 'Female', 65.92819735627221, 1.7349863660382567, 0.096275174, 51, 21.901762665995804, 89, 'Low Risk'),
(2657, 98, 14, '37:45.7', 36.32411935273523, 98.73728673, 138, 80, 55, 'Female', 68.13131911751691, 1.807192874311135, 0.1482274811782209, 58, 20.86112793816427, 99.33333333333333, 'High Risk'),
(2658, 72, 15, '36:45.7', 36.334702137376844, 96.99907200783693, 137, 75, 49, 'Male', 67.76579766, 1.8640571663256822, 0.10428777608137861, 62, 19.502581464213083, 95.66666666666666, 'Low Risk'),
(2659, 60, 15, '35:45.7', 36.80826979505297, 96.60003349633735, 137, 84, 41, 'Female', 64.26706146253325, 1.5987429560867807, 0.11872653659667394, 53, 25.143813961658303, 101.66666666666666, 'Low Risk'),
(2660, 68, 12, '34:45.7', 36.85514460419888, 97.89843434700083, 126, 72, 75, 'Female', 84.41767382145565, 1.7342843701441613, 0.11301700369671543, 54, 28.066790988139587, 90, 'Low Risk'),
(2661, 63, 17, '33:45.7', 36.659611582490754, 98.35998802772885, 136, 73, 54, 'Male', 63.783204071796575, 1.7002348436274786, 0.1456287917656054, 63, 22.064216358774026, 94, 'Low Risk'),
(2662, 73, 15, '32:45.7', 37.44505565615782, 95.38750318976253, 139, 88, 84, 'Female', 63.82590715151807, 1.5472905291554218, 0.086751017, 51, 26.659577446664613, 105, 'Low Risk'),
(2663, 86, 13, '31:45.7', 37.09048615270898, 98.82419691783363, 112, 75, 30, 'Female', 98.77466202920237, 1.736395724049669, 0.098681039, 37, 32.760320128306596, 87.33333333333333, 'High Risk'),
(2664, 63, 12, '30:45.7', 36.08224987127998, 95.41626559724259, 137, 86, 64, 'Male', 97.97078619439984, 1.794400281, 0.1344696813641855, 51, 30.426916045943003, 103, 'High Risk'),
(2665, 98, 13, '29:45.7', 36.96615997826754, 95.24774573656676, 110, 72, 30, 'Male', 77.71126101411942, 1.7845440500923277, 0.063146914, 38, 24.402224088358793, 84.66666666666667, 'High Risk'),
(2666, 66, 15, '28:45.7', 36.25425258786811, 97.10266573580562, 115, 82, 38, 'Male', 52.42079046195457, 1.8732399586758817, 0.095492511, 33, 14.938835289075618, 93, 'High Risk'),
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(2845, 71, 15, '29:45.7', 37.25580183954877, 99.69669796804216, 129, 85, 40, 'Female', 96.02245435277689, 1.868538821168558, 0.11350303144801996, 44, 27.502270664242715, 99.66666666666667, 'Low Risk'),
(2846, 71, 14, '28:45.7', 37.119360200757555, 98.22768837059975, 135, 72, 80, 'Female', 75.03549429019819, 1.510531769919276, 0.07715373, 63, 32.88569464882077, 93, 'High Risk'),
(2847, 65, 18, '27:45.7', 36.781363589871475, 99.72622580966377, 119, 89, 72, 'Female', 58.90235270783453, 1.9901843641605337, 0.084430029, 30, 14.87120027, 99, 'High Risk'),
(2848, 76, 17, '26:45.7', 36.42703166215901, 97.54972127950779, 132, 80, 41, 'Male', 99.69182496358987, 1.8990498788208554, 0.12116430898058506, 52, 27.643103696061967, 97.33333333333333, 'Low Risk'),
(2849, 73, 15, '25:45.7', 36.80495893623085, 97.48302675921178, 111, 85, 85, 'Female', 68.41370432524202, 1.8297314921349779, 0.1027893326597881, 26, 20.43470537475699, 93.66666666666667, 'Low Risk'),
(2850, 68, 18, '24:45.7', 37.288573770651716, 96.76891447550094, 110, 72, 59, 'Male', 90.90075245145144, 1.8276670378331517, 0.084723688, 38, 27.21280561742236, 84.66666666666667, 'Low Risk'),
(2851, 87, 16, '23:45.7', 36.84054797510947, 95.11099901071246, 137, 89, 60, 'Female', 93.43049563683623, 1.9698309610412001, 0.12972164179690326, 48, 24.078572393782355, 105, 'Low Risk'),
(2852, 66, 16, '22:45.7', 36.379255963485214, 97.38786349858903, 130, 79, 37, 'Female', 89.11649222822476, 1.9676912148611394, 0.10422516979757931, 51, 23.016760057380903, 96, 'Low Risk'),
(2853, 64, 12, '21:45.7', 36.00308932492137, 96.48721111331892, 136, 89, 61, 'Male', 91.50907641, 1.755235930019832, 0.122536245, 47, 29.702511401342363, 104.66666666666667, 'Low Risk'),
(2854, 75, 12, '20:45.7', 36.13969765372079, 96.29525811848039, 112, 84, 70, 'Female', 59.326623069630365, 1.585933037094697, 0.11821099805899767, 28, 23.58739263141846, 93.33333333333333, 'Low Risk'),
(2855, 60, 12, '19:45.7', 37.46410566335642, 96.69843040514624, 123, 76, 43, 'Female', 68.77361237845778, 1.5149702185494585, 0.1375683938991601, 47, 29.964956082061306, 91.66666666666667, 'Low Risk'),
(2856, 99, 17, '18:45.7', 36.910891221705064, 96.71142347216288, 120, 73, 33, 'Female', 98.94351321665025, 1.598141154779351, 0.0714762, 47, 38.73977161120684, 88.66666666666667, 'High Risk'),
(2857, 97, 19, '17:45.7', 36.655846602031055, 99.20824825720962, 125, 82, 34, 'Female', 81.62535062422822, 1.8900101169422934, 0.058904371, 43, 22.850557590747542, 96.33333333333333, 'High Risk'),
(2858, 66, 19, '16:45.7', 37.31288543, 96.77950259061717, 123, 86, 19, 'Male', 96.06720359524942, 1.941736744172567, 0.063542635, 37, 25.479708260741173, 98.33333333333333, 'Low Risk'),
(2859, 89, 17, '15:45.7', 36.09607968786314, 95.30418689112075, 121, 71, 25, 'Male', 68.76230302, 1.5726979470835736, 0.06586934, 50, 27.800958797521687, 87.66666666666666, 'Low Risk'),
(2860, 85, 16, '14:45.7', 36.397118660761684, 97.31482089791041, 122, 75, 39, 'Female', 50.781861716752374, 1.5775917559297528, 0.14543583848886227, 47, 20.404190158978597, 90.66666666666667, 'Low Risk'),
(2861, 72, 17, '13:45.7', 37.49357824657692, 99.01209108424904, 112, 79, 29, 'Male', 51.86079303042674, 1.838255317, 0.12180086667814245, 33, 15.347141313421185, 90, 'High Risk'),
(2862, 60, 14, '12:45.7', 37.065314929585206, 96.65898592294246, 130, 74, 84, 'Female', 94.26949902577799, 1.7703642872570244, 0.14897981856284898, 56, 30.07778971935854, 92.66666666666666, 'High Risk'),
(2863, 88, 12, '11:45.7', 37.02523947363069, 96.05739364876972, 139, 84, 41, 'Male', 89.24080709320961, 1.8742967151412613, 0.076475622, 55, 25.403104881762523, 102.33333333333333, 'Low Risk'),
(2864, 67, 12, '10:45.7', 36.60420013038577, 97.03926367, 135, 81, 52, 'Male', 66.58626367287195, 1.9079252722202975, 0.10204060638121001, 54, 18.292030836817244, 99, 'High Risk'),
(2865, 61, 15, '09:45.7', 37.05831692, 95.04422754994755, 123, 82, 26, 'Female', 86.22933155020026, 1.927824383446627, 0.059126306, 41, 23.20171466145708, 95.66666666666667, 'Low Risk'),
(2866, 67, 13, '08:45.7', 37.485113052670165, 96.52936094549163, 138, 76, 46, 'Male', 99.98404181156911, 1.5510544889637443, 0.072926412, 62, 41.56009953524947, 96.66666666666666, 'High Risk'),
(2867, 86, 19, '07:45.7', 37.28079324981322, 99.67967165924385, 110, 82, 64, 'Female', 87.50829647087343, 1.896816579646122, 0.06265362, 28, 24.321959186654297, 91.33333333333333, 'Low Risk'),
(2868, 82, 13, '06:45.7', 36.549117228552554, 97.54100808143937, 113, 70, 74, 'Female', 70.13203317104794, 1.6470869769645784, 0.1110817922724553, 43, 25.851358049229532, 84.33333333333333, 'Low Risk'),
(2869, 74, 17, '05:45.7', 36.013738578698366, 97.62422920845748, 125, 70, 79, 'Female', 93.35556416324967, 1.7445770351289607, 0.11313048713616021, 55, 30.673257830599027, 88.33333333333333, 'High Risk'),
(2870, 91, 13, '04:45.7', 37.39338173075985, 96.53843827974278, 119, 71, 37, 'Female', 76.38766799, 1.8096944924197487, 0.11785716231009118, 48, 23.3245204, 87, 'High Risk'),
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(2872, 67, 18, '02:45.7', 37.13176013995689, 95.26000766926379, 118, 78, 22, 'Female', 76.45384546244641, 1.6912611624118485, 0.12120873483577195, 40, 26.72870897658022, 91.33333333333333, 'Low Risk'),
(2873, 96, 19, '01:45.7', 36.14057548762069, 97.39946411, 124, 84, 26, 'Female', 61.461831231164005, 1.8272457805852094, 0.062835511, 40, 18.408210010560598, 97.33333333333333, 'High Risk'),
(2874, 76, 17, '00:45.7', 36.26672838866077, 97.10660856, 134, 82, 26, 'Male', 57.00538456048907, 1.959707764429944, 0.066701486, 52, 14.843395289391937, 99.33333333333333, 'High Risk'),
(2875, 66, 13, '59:45.7', 36.333175014771264, 95.29282974973079, 111, 72, 26, 'Female', 76.70633291618158, 1.8189920414965068, 0.080927642, 39, 23.182999356230745, 85, 'Low Risk'),
(2876, 80, 16, '58:45.7', 36.72971251128106, 97.55656669537434, 123, 85, 70, 'Male', 76.90677101425143, 1.8778950033147945, 0.13027041829719893, 38, 21.808307634351852, 97.66666666666667, 'Low Risk'),
(2877, 98, 17, '57:45.7', 36.009443268986566, 99.49537863390937, 129, 86, 48, 'Male', 68.00040534447936, 1.6875470807360045, 0.094959077, 43, 23.87809663546042, 100.33333333333333, 'High Risk'),
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(2880, 94, 14, '54:45.7', 37.00988308536353, 97.68368857884117, 135, 71, 37, 'Male', 81.29623111740622, 1.814578739824558, 0.1213664485067475, 64, 24.68986843691668, 92.33333333333333, 'High Risk'),
(2881, 74, 16, '53:45.7', 37.241191861240544, 97.04580848894236, 123, 78, 57, 'Male', 72.90731942, 1.6528611608017716, 0.14176452409810159, 45, 26.686915562423437, 93, 'Low Risk'),
(2882, 99, 14, '52:45.7', 37.35196677136907, 95.57103836, 132, 86, 58, 'Male', 83.65790201226423, 1.684622767597797, 0.13733072512025485, 46, 29.47824590204965, 101.33333333333333, 'High Risk'),
(2883, 75, 17, '51:45.7', 37.10109596493573, 98.88431207451764, 137, 72, 18, 'Female', 56.303728635496356, 1.5122397369411604, 0.12015527541150096, 65, 24.62044310113248, 93.66666666666666, 'Low Risk'),
(2884, 84, 19, '50:45.7', 37.16409998734004, 97.26958271853763, 120, 86, 41, 'Male', 52.550266792366855, 1.8349014182783596, 0.052151617, 34, 15.608078926808874, 97.33333333333333, 'High Risk'),
(2885, 74, 19, '49:45.7', 36.513935701172954, 96.39797086856481, 139, 80, 73, 'Male', 94.70967948412812, 1.7410801510707061, 0.13999574607320536, 59, 31.24329562, 99.66666666666666, 'High Risk'),
(2886, 70, 19, '48:45.7', 37.13306046898879, 97.83575717006934, 117, 80, 39, 'Male', 90.10590039, 1.8369755746219723, 0.10487103030753242, 37, 26.702164513495198, 92.33333333333333, 'Low Risk'),
(2887, 64, 17, '47:45.7', 36.954932828805184, 99.70626616, 112, 84, 79, 'Female', 54.08427564363038, 1.8117185535718234, 0.067094661, 28, 16.47743297428849, 93.33333333333333, 'High Risk'),
(2888, 80, 12, '46:45.7', 37.41869266681585, 97.13880776937873, 137, 87, 21, 'Female', 50.63624845, 1.9484479116505447, 0.08351724, 50, 13.337791425910465, 103.66666666666666, 'High Risk'),
(2889, 71, 19, '45:45.7', 37.30151243341648, 97.49556345014201, 123, 86, 78, 'Male', 53.23780496306654, 1.5038843731069231, 0.087279772, 37, 23.539175544139756, 98.33333333333333, 'Low Risk'),
(2890, 89, 17, '44:45.7', 36.792780681379845, 98.65326753, 127, 73, 34, 'Male', 92.57440875697338, 1.8344776806132626, 0.051781978, 54, 27.508447617736824, 91, 'Low Risk'),
(2891, 63, 17, '43:45.7', 37.30331093, 99.02971053345826, 132, 81, 63, 'Male', 87.96661079545201, 1.9326405373712034, 0.082140954, 51, 23.551343692708443, 98, 'Low Risk'),
(2892, 86, 17, '42:45.7', 36.63459838636464, 95.84670190516034, 133, 86, 87, 'Male', 78.22311286289391, 1.8862080087124709, 0.08236293, 47, 21.986491161572673, 101.66666666666667, 'Low Risk'),
(2893, 87, 13, '41:45.7', 36.39550636, 95.14667473149017, 116, 71, 74, 'Male', 66.55361416096008, 1.7921255063821426, 0.10585457019142416, 45, 20.72214950358743, 86, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(2896, 83, 19, '38:45.7', 36.713618044273886, 98.16867717561405, 130, 77, 80, 'Female', 89.50417248017493, 1.8008360915703485, 0.059847909103016864, 53, 27.599099333198417, 94.66666666666666, 'Low Risk'),
(2897, 88, 15, '37:45.7', 36.4142409, 95.48171210568613, 128, 72, 27, 'Female', 75.90868535742182, 1.854211310405666, 0.12285273452344479, 56, 22.078675591222172, 90.66666666666666, 'Low Risk'),
(2898, 78, 16, '36:45.7', 36.65949913924334, 97.49960972693789, 138, 82, 71, 'Male', 73.09226315774126, 1.8884596494868182, 0.116396465, 56, 20.49538069875906, 100.66666666666666, 'Low Risk'),
(2899, 61, 15, '35:45.7', 37.10636125238175, 98.90642262875286, 132, 75, 73, 'Male', 77.38034240527607, 1.7776946515349668, 0.072993473, 57, 24.48591376039868, 94, 'Low Risk'),
(2900, 64, 13, '34:45.7', 36.475079170758804, 98.45477293664686, 118, 79, 54, 'Male', 68.93407298945448, 1.8828436216496898, 0.11020643573586435, 39, 19.44488758433287, 92, 'Low Risk'),
(2901, 96, 17, '33:45.7', 36.873173019628986, 95.56880198964089, 126, 88, 20, 'Male', 53.259461387802546, 1.7384724602911712, 0.055710644, 38, 17.622241131855223, 100.66666666666667, 'High Risk'),
(2902, 77, 17, '32:45.7', 36.47103503663357, 95.45034953045452, 129, 72, 73, 'Female', 83.84072055722223, 1.8315447179360687, 0.093385758, 57, 24.993089759898528, 91, 'Low Risk'),
(2903, 84, 18, '31:45.7', 37.08975975431739, 96.53926101, 116, 86, 29, 'Female', 72.19514762927902, 1.9422379465377357, 0.11723334794647312, 30, 19.13829034726504, 96, 'Low Risk'),
(2904, 85, 13, '30:45.7', 37.41615925961215, 97.83911790308575, 131, 76, 62, 'Male', 51.84851448546211, 1.7089748579410302, 0.1187855417448293, 55, 17.752722760331853, 94.33333333333333, 'High Risk'),
(2905, 72, 13, '29:45.7', 36.20169947771938, 96.42415128556753, 136, 89, 29, 'Male', 59.98972015649432, 1.9486449668892818, 0.070113017, 47, 15.798337805426467, 104.66666666666667, 'High Risk'),
(2906, 94, 17, '28:45.7', 36.99735407848892, 95.70970506329124, 135, 77, 76, 'Female', 59.49345187469932, 1.512537733042596, 0.055037870065527975, 58, 26.004992473856362, 96.33333333333333, 'High Risk'),
(2907, 81, 12, '27:45.7', 36.530839588201566, 96.14374928303096, 135, 77, 50, 'Female', 63.09334939594601, 1.6361679055855434, 0.11235585285604054, 58, 23.568277563055606, 96.33333333333333, 'Low Risk'),
(2908, 69, 16, '26:45.7', 36.78962252393648, 98.16434124363694, 130, 77, 21, 'Female', 73.76567276140014, 1.6013802720817363, 0.055378426, 53, 28.76506499529366, 94.66666666666666, 'Low Risk'),
(2909, 96, 19, '25:45.7', 36.203907260316136, 99.05479833466612, 117, 74, 76, 'Male', 87.53202997574071, 1.982365107764247, 0.11237183379594981, 43, 22.274076685361877, 88.33333333333333, 'High Risk'),
(2910, 66, 19, '24:45.7', 36.93573668491713, 99.43816431769497, 120, 74, 50, 'Male', 88.81800092195988, 1.7547360645913952, 0.14348327784842835, 46, 28.845454736564644, 89.33333333333333, 'Low Risk'),
(2911, 77, 18, '23:45.7', 36.43144368259043, 97.32269536395891, 138, 85, 75, 'Male', 78.85232021659685, 1.7685191017726698, 0.11912462780789984, 53, 25.211284130201484, 102.66666666666666, 'Low Risk'),
(2912, 91, 18, '22:45.7', 36.70307210435937, 98.07769044, 113, 70, 41, 'Male', 97.23620960023091, 1.8574638797660148, 0.1001421788255823, 43, 28.18300298611512, 84.33333333333333, 'High Risk'),
(2913, 66, 15, '21:45.7', 36.91161401737772, 97.70822420860877, 119, 74, 22, 'Male', 97.89852554189508, 1.9543111362481371, 0.069619378, 45, 25.63236846113171, 89, 'Low Risk'),
(2914, 76, 15, '20:45.7', 36.62287093139607, 97.45595000811147, 127, 84, 39, 'Female', 54.37746352122311, 1.966272809852342, 0.11448502820854113, 43, 14.064729962419351, 98.33333333333333, 'High Risk'),
(2915, 90, 15, '19:45.7', 36.82552456345619, 95.67013285, 127, 73, 53, 'Female', 77.40951518045571, 1.886433072140604, 0.093393418, 54, 21.752618544331927, 91, 'Low Risk'),
(2916, 88, 12, '18:45.7', 36.83666633431382, 99.7871994, 127, 88, 74, 'Female', 64.44076673980597, 1.5623322608415453, 0.097178434, 39, 26.400606124147057, 101, 'Low Risk'),
(2917, 71, 17, '17:45.7', 36.575354611381606, 95.92898396218536, 118, 86, 62, 'Female', 98.37637869920997, 1.5492803138349618, 0.068571023, 32, 40.985555611475604, 96.66666666666667, 'High Risk'),
(2918, 92, 16, '16:45.7', 36.723381536826956, 99.60072780947817, 114, 73, 89, 'Male', 76.07867809542118, 1.6511267605292677, 0.091475406, 41, 27.906291434512582, 86.66666666666667, 'High Risk'),
(2919, 98, 19, '15:45.7', 36.21317619393564, 95.36700153282358, 115, 70, 57, 'Male', 52.52702036957031, 1.561878028, 0.07388366, 45, 21.532206434090625, 85, 'High Risk'),
(2920, 85, 15, '14:45.7', 36.10004559974095, 97.58722876972178, 137, 83, 33, 'Male', 79.23154498064228, 1.836891234401558, 0.14774004475999047, 54, 23.481792234785264, 101, 'Low Risk'),
(2921, 98, 13, '13:45.7', 37.36201421, 99.22385889294928, 134, 76, 87, 'Female', 53.10906555768054, 1.5426070955858342, 0.12614419152970047, 58, 22.31814068232295, 95.33333333333333, 'High Risk'),
(2922, 89, 15, '12:45.7', 36.29589528244006, 96.42932421854711, 130, 70, 31, 'Male', 52.11865553950706, 1.9832734819543143, 0.059769682, 60, 13.250369646684787, 90, 'High Risk'),
(2923, 62, 19, '11:45.7', 36.34106981177248, 96.40642643342255, 139, 86, 34, 'Female', 70.84935093691709, 1.7771372803388426, 0.056539599, 53, 22.433339091266003, 103.66666666666666, 'Low Risk'),
(2924, 79, 16, '10:45.7', 36.436625917455565, 95.56362709, 129, 79, 88, 'Male', 80.03372349878867, 1.901843134006691, 0.073615249, 50, 22.127056076960336, 95.66666666666666, 'Low Risk'),
(2925, 72, 13, '09:45.7', 36.45862452147014, 95.26048301, 117, 87, 29, 'Female', 97.88864871518768, 1.9564692582830074, 0.068569206, 30, 25.573270762667125, 97, 'Low Risk'),
(2926, 78, 15, '08:45.7', 36.56079834663679, 97.56170724229793, 126, 70, 24, 'Female', 71.45328835825262, 1.927881176253643, 0.078532848, 56, 19.224793980297076, 88.66666666666666, 'Low Risk'),
(2927, 60, 19, '07:45.7', 36.72195757129184, 98.76021973, 110, 74, 45, 'Male', 68.55715612, 1.8599593716014255, 0.081590157, 36, 19.817363636620776, 86, 'Low Risk'),
(2928, 82, 16, '06:45.7', 37.44555163034329, 97.91976978277717, 134, 84, 78, 'Male', 84.82643213906866, 1.725542316728289, 0.1322728257357971, 50, 28.48918150277976, 100.66666666666666, 'Low Risk'),
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(3111, 65, 17, '03:45.7', 36.687579199862235, 98.61426403, 119, 78, 50, 'Male', 77.43049133, 1.5290431754871652, 0.085173991, 41, 33.11864177, 91.66666666666667, 'High Risk'),
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(3119, 88, 12, '55:45.7', 37.367191616309384, 99.22788884939575, 138, 82, 65, 'Female', 75.87405143580446, 1.951184126884967, 0.094997687, 56, 19.92951665831255, 100.66666666666666, 'Low Risk'),
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INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(3160, 93, 12, '14:45.7', 36.40393892231804, 96.97351642067665, 126, 84, 43, 'Male', 54.077252994234506, 1.5811988549296705, 0.11479492326431052, 42, 21.629258941435594, 98, 'High Risk'),
(3161, 70, 12, '13:45.7', 37.10183791570689, 97.42132811872193, 127, 89, 46, 'Male', 74.60005387740765, 1.5262584670645505, 0.072312463, 38, 32.02454504, 101.66666666666667, 'High Risk'),
(3162, 83, 16, '12:45.7', 36.43318573, 97.76522954180686, 121, 73, 79, 'Male', 92.04327887786133, 1.5461779942078213, 0.1393299934146017, 48, 38.50109712991762, 89, 'High Risk'),
(3163, 92, 16, '11:45.7', 37.24272549481402, 99.82363283382035, 113, 86, 72, 'Male', 65.63041430687532, 1.9594527448908967, 0.071413646, 27, 17.09367951713905, 95, 'High Risk'),
(3164, 73, 19, '10:45.7', 36.361993292894795, 95.23126061269096, 131, 74, 46, 'Female', 82.71177109566023, 1.7751349773073593, 0.05136743, 57, 26.24850407027695, 93, 'Low Risk'),
(3165, 81, 16, '09:45.7', 36.43711565024061, 96.01497565090816, 110, 81, 39, 'Male', 67.89836008199492, 1.9945289537498203, 0.093938792, 29, 17.067841249226966, 90.66666666666667, 'High Risk'),
(3166, 88, 13, '08:45.7', 36.10672396597593, 96.66907197831877, 130, 88, 71, 'Male', 90.16226914, 1.5563825654323649, 0.10510179352147436, 42, 37.22134983444691, 102, 'High Risk'),
(3167, 83, 17, '07:45.7', 36.14210611, 98.77746157, 120, 87, 51, 'Female', 53.972183316583646, 1.7739319027843747, 0.073547438, 33, 17.15126267529564, 98, 'High Risk'),
(3168, 65, 16, '06:45.7', 37.18533002596127, 98.08670550193753, 125, 89, 36, 'Male', 98.42039659, 1.9149380350420884, 0.13801547951155355, 36, 26.83957657654166, 101, 'Low Risk'),
(3169, 62, 16, '05:45.7', 37.31880672816487, 98.91032364130075, 125, 86, 25, 'Male', 72.35383778949199, 1.9695214461113437, 0.097210395, 39, 18.65263292031511, 99, 'Low Risk'),
(3170, 60, 19, '04:45.7', 37.15478097254997, 98.53797891991907, 111, 79, 22, 'Male', 92.76714761, 1.991638875124253, 0.13421894256192785, 32, 23.38691911934185, 89.66666666666667, 'Low Risk'),
(3171, 69, 13, '03:45.7', 36.61182152719038, 99.06951636952557, 121, 80, 44, 'Male', 53.30321965290554, 1.6169746326162158, 0.062711622, 41, 20.386704547532624, 93.66666666666667, 'Low Risk'),
(3172, 67, 12, '02:45.7', 37.12143814660189, 96.45990581075561, 135, 75, 75, 'Male', 75.93593612128853, 1.5365030751421371, 0.1041701764370323, 60, 32.16477247238632, 95, 'High Risk'),
(3173, 89, 18, '01:45.7', 36.102653106803956, 96.34801651528471, 117, 80, 38, 'Male', 63.826549444466096, 1.613261931161802, 0.099113879, 37, 24.52401624, 92.33333333333333, 'Low Risk'),
(3174, 81, 16, '00:45.7', 37.00502283739128, 99.33790699284765, 131, 70, 44, 'Male', 80.12919765266008, 1.9379785588833676, 0.078722118, 61, 21.335010374572487, 90.33333333333333, 'Low Risk'),
(3175, 76, 16, '59:45.7', 36.45246057873342, 97.80625855332413, 122, 88, 56, 'Female', 69.20956276780673, 1.9045965717468816, 0.065339681, 34, 19.079197736480324, 99.33333333333333, 'Low Risk'),
(3176, 74, 12, '58:45.7', 36.70055587748632, 95.08942749279221, 138, 78, 32, 'Female', 80.51524318284308, 1.8624519302633271, 0.071369153, 60, 23.211754258439747, 98, 'Low Risk'),
(3177, 79, 16, '57:45.7', 37.199867766558924, 99.97193639057357, 120, 83, 81, 'Male', 64.56367946812574, 1.7099959217399923, 0.092865377, 37, 22.07995192749322, 95.33333333333333, 'Low Risk'),
(3178, 97, 13, '56:45.7', 36.21062565841284, 99.97432175, 124, 81, 20, 'Female', 83.63747185511448, 1.6938307847975809, 0.14932288494498275, 43, 29.15149642865331, 95.33333333333333, 'High Risk'),
(3179, 86, 14, '55:45.7', 36.873904873275706, 98.90597981290622, 131, 73, 23, 'Female', 98.73317850592805, 1.9835854101785109, 0.14088335734179497, 58, 25.093503909705618, 92.33333333333333, 'Low Risk'),
(3180, 72, 18, '54:45.7', 36.70142963153089, 97.80978094116892, 138, 74, 53, 'Male', 53.99103416373647, 1.6262915235649427, 0.08334987, 64, 20.413846714128734, 95.33333333333333, 'Low Risk'),
(3181, 75, 17, '53:45.7', 36.738446655959905, 95.73602226343532, 110, 85, 84, 'Female', 59.569807786780885, 1.8291364579226503, 0.1134109807807377, 25, 17.804672374912432, 93.33333333333333, 'High Risk'),
(3182, 79, 13, '52:45.7', 36.62084120316958, 99.14124938, 115, 88, 45, 'Female', 54.881178832592326, 1.746469213030348, 0.054786098, 27, 17.992916429958978, 97, 'High Risk'),
(3183, 78, 17, '51:45.7', 36.37145261154567, 97.60976670756452, 126, 83, 56, 'Male', 57.59594355517688, 1.9722377919090057, 0.13907956609101918, 43, 14.80721370830535, 97.33333333333333, 'High Risk'),
(3184, 62, 16, '50:45.7', 37.09699322889696, 96.80561769954109, 121, 74, 48, 'Female', 87.23599543079746, 1.7261683432326633, 0.052806462, 47, 29.27719232893818, 89.66666666666667, 'Low Risk'),
(3185, 76, 16, '49:45.7', 36.359212946841524, 95.28578174208589, 127, 89, 52, 'Female', 75.82173645040753, 1.6518145121386028, 0.09587707, 38, 27.788888209127524, 101.66666666666667, 'Low Risk'),
(3186, 71, 16, '48:45.7', 36.12607054938612, 97.82280889697127, 120, 88, 75, 'Male', 50.30423821348208, 1.5964548085472212, 0.074924258, 32, 19.737462504802345, 98.66666666666667, 'Low Risk'),
(3187, 95, 17, '47:45.7', 37.406314184443936, 95.98821816189906, 120, 72, 70, 'Female', 72.85075012892341, 1.7769586606544263, 0.125078311, 48, 23.071688476989195, 88, 'High Risk'),
(3188, 69, 14, '46:45.7', 36.470355525124006, 95.57630431777494, 126, 71, 87, 'Male', 69.74875053520171, 1.9985433585122807, 0.059941867, 55, 17.462615140434547, 89.33333333333333, 'High Risk'),
(3189, 69, 18, '45:45.7', 37.35003647448374, 99.53997019518886, 139, 78, 38, 'Male', 71.71710026560855, 1.781399704594387, 0.051745719, 61, 22.599559257831334, 98.33333333333333, 'Low Risk'),
(3190, 90, 16, '44:45.7', 36.61867606938673, 99.93254654738617, 119, 88, 31, 'Male', 80.7037783, 1.8210308528419086, 0.13998627607767383, 31, 24.33656389393256, 98.33333333333333, 'Low Risk'),
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(3368, 79, 13, '46:45.7', 36.33154932729536, 97.85438949025665, 118, 89, 65, 'Female', 84.58390448159106, 1.973227074626511, 0.068211586, 29, 21.723690023835623, 98.66666666666667, 'Low Risk'),
(3369, 95, 12, '45:45.7', 36.68601330659132, 98.42493959835532, 134, 76, 18, 'Male', 62.92510074071081, 1.7795484514816853, 0.059182955964401186, 58, 19.870293662148562, 95.33333333333333, 'High Risk'),
(3370, 89, 19, '44:45.7', 37.397563865452184, 96.30134213679449, 129, 75, 48, 'Female', 74.54277750028645, 1.6099562235053226, 0.065233848, 54, 28.75924206509468, 93, 'Low Risk'),
(3371, 80, 16, '43:45.7', 37.194819504440396, 99.12429093417693, 113, 84, 33, 'Male', 81.40939226129628, 1.7530286894084668, 0.052469157, 29, 26.49088487931076, 93.66666666666667, 'Low Risk'),
(3372, 68, 16, '42:45.7', 37.27237631111623, 95.71730085, 137, 86, 39, 'Female', 69.94981008407534, 1.9965386073484945, 0.076279396, 51, 17.548140965084848, 103, 'High Risk'),
(3373, 70, 13, '41:45.7', 36.19513006337414, 97.52852969282564, 138, 79, 19, 'Male', 61.878506370504574, 1.803684759554696, 0.11673453991855873, 59, 19.02035203596779, 98.66666666666666, 'Low Risk'),
(3374, 94, 16, '40:45.7', 36.38342597988166, 98.84287119928933, 126, 73, 70, 'Male', 61.04474111974285, 1.707902825889181, 0.091047376, 53, 20.927721252325405, 90.66666666666666, 'High Risk'),
(3375, 71, 19, '39:45.7', 36.046660313857956, 95.26505971573329, 126, 72, 73, 'Male', 50.38060250946573, 1.9467714136546557, 0.13525326752323708, 54, 13.29331928905072, 90, 'High Risk'),
(3376, 68, 15, '38:45.7', 36.82186147899627, 95.63709415, 137, 78, 19, 'Male', 63.46760168693294, 1.8820031347968578, 0.080324461, 59, 17.91890234090338, 97.66666666666666, 'High Risk'),
(3377, 81, 17, '37:45.7', 37.473938916076065, 97.45394594, 136, 77, 20, 'Female', 94.63706721005585, 1.8128360507488583, 0.094989124, 59, 28.796798983085495, 96.66666666666666, 'Low Risk'),
(3378, 64, 13, '36:45.7', 36.21508039099317, 97.90395984845286, 132, 78, 31, 'Male', 86.10429846065563, 1.6726086280211887, 0.06348624, 54, 30.77770035897862, 96, 'High Risk'),
(3379, 67, 12, '35:45.7', 36.496331311295414, 97.02650834227524, 110, 87, 35, 'Male', 63.39388397704953, 1.6365008994275352, 0.14104953409138604, 23, 23.670905084689867, 94.66666666666667, 'Low Risk'),
(3380, 81, 13, '34:45.7', 37.10340782258311, 99.25925616245073, 127, 88, 83, 'Male', 93.09609131399387, 1.6382963999482807, 0.11975968575198777, 39, 34.68538292471232, 101, 'High Risk'),
(3381, 82, 12, '33:45.7', 37.24064159409696, 96.60774106610052, 129, 82, 43, 'Female', 58.140090104816046, 1.5110518340663377, 0.059512023630395885, 47, 25.46343421096559, 97.66666666666667, 'Low Risk'),
(3382, 66, 12, '32:45.7', 37.01988466971111, 95.85294887456648, 138, 73, 21, 'Male', 50.71712996999499, 1.5667387415398926, 0.14324401645745544, 65, 20.661483660587137, 94.66666666666666, 'Low Risk'),
(3383, 79, 14, '31:45.7', 36.911763581124376, 96.02525536760007, 122, 87, 83, 'Female', 76.63890418, 1.844857529432068, 0.1050660837618884, 35, 22.51767881754298, 98.66666666666667, 'Low Risk'),
(3384, 66, 16, '30:45.7', 36.475440597845534, 99.89422165343035, 129, 73, 33, 'Male', 66.41298826396064, 1.9698335422729674, 0.08489632, 56, 17.115672393324775, 91.66666666666666, 'High Risk'),
(3385, 92, 18, '29:45.7', 37.35556606803581, 97.96759408026563, 112, 79, 23, 'Male', 59.86409509516334, 1.5881287083065456, 0.11502422764059153, 33, 23.735316604955994, 90, 'High Risk'),
(3386, 97, 19, '28:45.7', 37.028711984566314, 99.97156507477008, 136, 77, 27, 'Female', 93.54041612032965, 1.990164902, 0.12452694274060884, 59, 23.616806524059893, 96.66666666666666, 'High Risk'),
(3387, 82, 17, '27:45.7', 36.79542253941969, 99.09618996021142, 127, 86, 56, 'Female', 52.77604115902914, 1.7628389734390861, 0.081263203, 41, 16.98288711342142, 99.66666666666667, 'High Risk'),
(3388, 81, 14, '26:45.7', 36.26575924321674, 98.02752955, 137, 89, 54, 'Female', 99.29831492537713, 1.8804127303096425, 0.060470751967843905, 48, 28.082483559077243, 105, 'Low Risk'),
(3389, 71, 18, '25:45.7', 37.352531408387975, 97.69317002168452, 110, 77, 26, 'Female', 85.67196189671824, 1.6613181672195272, 0.13169747157109835, 33, 31.04081273829825, 88, 'High Risk'),
(3390, 63, 14, '24:45.7', 36.05177776, 97.83272114621606, 116, 70, 66, 'Female', 83.83863576604082, 1.967042715722265, 0.050063991, 46, 21.667889928394874, 85.33333333333333, 'Low Risk'),
(3391, 92, 14, '23:45.7', 36.75021346, 99.75283642, 116, 77, 67, 'Male', 84.31979092, 1.7973541504640191, 0.052670205, 39, 26.10130390145722, 90, 'High Risk'),
(3392, 89, 18, '22:45.7', 37.365819022764455, 99.40474380719088, 133, 75, 88, 'Female', 74.21116966203235, 1.7305432581646192, 0.10451586634717419, 58, 24.780174318516167, 94.33333333333333, 'Low Risk'),
(3393, 81, 14, '21:45.7', 36.41073378501404, 95.14962775611271, 111, 78, 89, 'Male', 66.28259726319418, 1.971223390732543, 0.1401517379983921, 33, 17.057988998755885, 89, 'High Risk'),
(3394, 77, 14, '20:45.7', 36.65148465082787, 98.99640428, 122, 89, 37, 'Male', 80.23455788477446, 1.8538027529010352, 0.074204324, 33, 23.34717928821376, 100, 'Low Risk'),
(3395, 65, 12, '19:45.7', 36.60277872836818, 95.63663905217746, 115, 79, 32, 'Male', 74.46441107141926, 1.5041370696860312, 0.093586975, 36, 32.91348957587251, 91, 'High Risk'),
(3396, 87, 18, '18:45.7', 36.61268844, 96.34132620660114, 116, 81, 36, 'Female', 51.83321908853111, 1.890553316543925, 0.053621389, 35, 14.50208085345654, 92.66666666666667, 'High Risk'),
(3397, 61, 19, '17:45.7', 36.688929337887224, 96.86279535610463, 118, 88, 35, 'Male', 85.84321546455668, 1.9433825969867724, 0.064868157, 30, 22.72947257161013, 98, 'Low Risk'),
(3398, 93, 19, '16:45.7', 36.84671480011044, 98.35338608110263, 127, 70, 34, 'Male', 87.13601328, 1.9333552631165127, 0.087447957, 57, 23.311722024887246, 89, 'High Risk'),
(3399, 99, 13, '15:45.7', 37.21311085755821, 98.32638268923814, 125, 81, 34, 'Female', 66.16070666241738, 1.783863539106689, 0.066850413, 44, 20.791071762541677, 95.66666666666667, 'High Risk'),
(3400, 97, 17, '14:45.7', 37.01271233998116, 95.79205603, 113, 74, 29, 'Male', 51.92460291739262, 1.9255243597680596, 0.055448394, 39, 14.00474319440189, 87, 'High Risk'),
(3401, 90, 17, '13:45.7', 36.576135301720335, 95.60498846450788, 130, 85, 41, 'Female', 54.81655649408598, 1.549659229430846, 0.10690988074051777, 45, 22.82650052114413, 100, 'Low Risk'),
(3402, 78, 18, '12:45.7', 36.98118726607025, 99.22305905, 128, 78, 26, 'Male', 95.49719781451334, 1.6701375647764847, 0.059547975, 50, 34.236246105443044, 94.66666666666666, 'High Risk'),
(3403, 75, 15, '11:45.7', 37.36980298, 97.03362973457253, 122, 71, 60, 'Male', 83.49668230460315, 1.9583230554041946, 0.10105355750046188, 51, 21.77211128847817, 88, 'Low Risk'),
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(3406, 80, 16, '08:45.7', 36.29376060979981, 95.68499215350032, 110, 74, 20, 'Female', 66.40824795694779, 1.5529263232717752, 0.06356181, 36, 27.537234261044333, 86, 'Low Risk'),
(3407, 76, 19, '07:45.7', 37.02264353891892, 95.54003645836877, 131, 85, 68, 'Male', 61.89998399378583, 1.8613862192454498, 0.079576801, 46, 17.865597612465578, 100.33333333333333, 'High Risk'),
(3408, 81, 18, '06:45.7', 36.250501593996454, 97.79202286897137, 139, 73, 60, 'Female', 79.34980699516834, 1.7142578937018729, 0.074017229, 66, 27.001852392814737, 95, 'Low Risk'),
(3409, 62, 14, '05:45.7', 36.47692350592374, 99.72766454355907, 118, 89, 67, 'Male', 62.88593214324789, 1.531218502124786, 0.14086026777227617, 29, 26.821259400252867, 98.66666666666667, 'Low Risk'),
(3410, 80, 15, '04:45.7', 37.397880068525104, 97.46391096627225, 128, 70, 22, 'Male', 67.51824287, 1.5821640552355065, 0.14696876365939432, 58, 26.972307616801913, 89.33333333333333, 'Low Risk'),
(3411, 84, 17, '03:45.7', 36.67855903832913, 99.07675720384532, 131, 71, 78, 'Male', 77.74785024971352, 1.842332887339774, 0.079762558, 60, 22.906154203157993, 91, 'Low Risk'),
(3412, 80, 17, '02:45.7', 36.660193630776284, 96.62333843074894, 112, 84, 77, 'Male', 64.85392672350025, 1.9999355234940506, 0.079488029, 28, 16.21452712007755, 93.33333333333333, 'High Risk'),
(3413, 75, 14, '01:45.7', 36.67407746629163, 99.08214507617838, 112, 80, 85, 'Male', 84.54490486264923, 1.867830712041104, 0.070346628, 32, 24.233292013676664, 90.66666666666667, 'Low Risk'),
(3414, 93, 12, '00:45.7', 36.490826915719644, 99.20997662, 123, 76, 42, 'Male', 59.72743044363541, 1.9326299668810838, 0.095502743, 47, 15.991029062126964, 91.66666666666667, 'High Risk'),
(3415, 84, 15, '59:45.7', 37.21760956860509, 96.78762970432982, 126, 88, 21, 'Female', 83.10569855764493, 1.8053006388061044, 0.091835523, 38, 25.49950398966635, 100.66666666666667, 'Low Risk'),
(3416, 84, 14, '58:45.7', 37.452479359788235, 97.32611126204237, 117, 71, 24, 'Female', 98.96944309128207, 1.726106399470076, 0.1336466063533475, 46, 33.21742790512667, 86.33333333333333, 'High Risk'),
(3417, 87, 18, '57:45.7', 36.133797727200154, 98.39790558913292, 136, 77, 59, 'Male', 94.23725089159569, 1.7314846021654717, 0.1131650561598662, 59, 31.432964404182265, 96.66666666666666, 'High Risk'),
(3418, 63, 18, '56:45.7', 37.01922550166927, 99.83679135571676, 116, 86, 46, 'Male', 86.60335827703756, 1.8025098851813972, 0.12382116916010903, 30, 26.655045182858206, 96, 'Low Risk'),
(3419, 79, 18, '55:45.7', 36.72163906856296, 97.31519468458686, 132, 73, 40, 'Female', 51.53381026518507, 1.6412433720043134, 0.053105322, 59, 19.131379367200083, 92.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(3421, 70, 16, '53:45.7', 36.25755438496146, 98.24432454, 111, 83, 34, 'Male', 69.86413545815262, 1.6054559662272132, 0.12395656431528522, 28, 27.10550434, 92.33333333333333, 'Low Risk'),
(3422, 69, 19, '52:45.7', 37.230006465661575, 96.35622266260098, 121, 81, 53, 'Male', 71.08085159, 1.9658294861545396, 0.066870035, 40, 18.393354128285957, 94.33333333333333, 'High Risk'),
(3423, 88, 19, '51:45.7', 36.90513597751757, 97.47376288954919, 131, 73, 46, 'Female', 50.556915594207325, 1.9135121400353787, 0.12742295979282042, 58, 13.807597754256188, 92.33333333333333, 'High Risk'),
(3424, 91, 14, '50:45.7', 36.974403231331074, 96.72511431316042, 126, 87, 58, 'Male', 86.04069331899089, 1.5562114852436886, 0.12149754645350279, 39, 35.52766531020716, 100, 'High Risk'),
(3425, 83, 15, '49:45.7', 36.20676353183747, 96.30903187777652, 127, 85, 70, 'Female', 99.36680416123146, 1.575053009702531, 0.070300549, 42, 40.054468422671896, 99, 'High Risk'),
(3426, 73, 16, '48:45.7', 36.72517599427177, 99.16560619304812, 117, 79, 57, 'Female', 59.21797915150315, 1.5540748917796932, 0.14933798857400715, 38, 24.51939189222116, 91.66666666666667, 'Low Risk'),
(3427, 65, 13, '47:45.7', 36.13264533819761, 97.14303905937831, 123, 85, 54, 'Female', 67.95150171428028, 1.6819214385834562, 0.051321721, 38, 24.020809904481588, 97.66666666666667, 'Low Risk'),
(3428, 67, 13, '46:45.7', 36.308704914493134, 97.17593461363307, 131, 77, 66, 'Male', 62.19587893924762, 1.7888805221523125, 0.083960838, 54, 19.43564414641238, 95, 'Low Risk'),
(3429, 76, 17, '45:45.7', 36.24019551086284, 97.60783214279314, 112, 79, 42, 'Female', 97.57456596252655, 1.9005113312531832, 0.06803714, 33, 27.01442334829778, 90, 'Low Risk'),
(3430, 99, 13, '44:45.7', 36.26350312, 97.26279371483126, 137, 88, 84, 'Female', 60.97216789175063, 1.776509646967065, 0.12183845911237896, 49, 19.319527315450646, 104.33333333333333, 'High Risk'),
(3431, 95, 15, '43:45.7', 37.41365303665413, 97.25679642538955, 129, 88, 18, 'Female', 90.87320499388247, 1.5495035792642762, 0.10913122117088239, 41, 37.84867478, 101.66666666666667, 'High Risk'),
(3432, 88, 16, '42:45.7', 37.25255067451558, 99.95900405, 129, 79, 59, 'Female', 58.695404933296665, 1.8864915255880195, 0.078401073, 50, 16.49279974693523, 95.66666666666666, 'High Risk'),
(3433, 77, 14, '41:45.7', 37.37616532749307, 99.44230798931177, 122, 89, 49, 'Male', 59.28206276286368, 1.8671142727704866, 0.14748102581886802, 33, 17.005190801300383, 100, 'High Risk'),
(3434, 97, 18, '40:45.7', 36.62113435244862, 99.33413622781077, 139, 71, 35, 'Male', 76.81173702357661, 1.57620111, 0.13267709749442036, 68, 30.917497083017228, 93.66666666666666, 'High Risk'),
(3435, 61, 18, '39:45.7', 36.40467966522331, 96.04802644586243, 129, 87, 73, 'Female', 55.69510275354307, 1.9681686532296152, 0.12492141748990045, 42, 14.377798352721436, 101, 'High Risk'),
(3436, 77, 15, '38:45.7', 37.11132617320565, 98.15883354589158, 123, 79, 79, 'Female', 82.16121646382658, 1.946716749656901, 0.14668572637711225, 44, 21.680102420139786, 93.66666666666667, 'Low Risk'),
(3437, 90, 13, '37:45.7', 37.387917853484666, 99.49239230940253, 122, 70, 79, 'Male', 64.86178268438404, 1.9418857976929536, 0.10291565427779092, 52, 17.200517359717807, 87.33333333333333, 'High Risk'),
(3438, 94, 19, '36:45.7', 37.276878023816835, 98.07609385087612, 130, 88, 59, 'Male', 66.76922009176218, 1.9118260034261687, 0.11104564001318323, 42, 18.26751929793277, 102, 'High Risk'),
(3439, 63, 15, '35:45.7', 36.55366754858632, 98.72932866659471, 129, 70, 35, 'Male', 72.96730848590553, 1.7917042419416993, 0.14769796792351442, 59, 22.7298036, 89.66666666666666, 'Low Risk'),
(3440, 93, 19, '34:45.7', 36.73723095435236, 96.04129663, 114, 78, 51, 'Male', 73.65421912531052, 1.8303631182056517, 0.07185588, 36, 21.984830275416098, 90, 'High Risk'),
(3441, 85, 14, '33:45.7', 37.11626126691553, 95.57059853, 117, 74, 84, 'Male', 58.24648591428675, 1.660500306098121, 0.1475526017793503, 43, 21.124761233499616, 88.33333333333333, 'Low Risk'),
(3442, 61, 19, '32:45.7', 37.1479621, 97.69286003138733, 117, 70, 44, 'Male', 99.06028023063232, 1.622779712769119, 0.12219476977666442, 47, 37.616675682029175, 85.66666666666667, 'High Risk'),
(3443, 94, 15, '31:45.7', 36.96557331785202, 99.51677251278008, 135, 89, 36, 'Female', 69.05405494136598, 1.5568265362545048, 0.14851437428862108, 46, 28.49106836528002, 104.33333333333333, 'High Risk'),
(3444, 99, 18, '30:45.7', 37.15116282826869, 96.06334330036248, 128, 72, 21, 'Male', 85.78142299, 1.8223528685163015, 0.066995503, 56, 25.830231399247076, 90.66666666666666, 'High Risk'),
(3445, 78, 13, '29:45.7', 36.58498755832131, 98.60902611737593, 115, 77, 53, 'Female', 72.85418156, 1.7537400076950154, 0.1364864760088929, 38, 23.687763838271234, 89.66666666666667, 'Low Risk'),
(3446, 81, 13, '28:45.7', 37.1335152, 95.30601663984196, 136, 75, 56, 'Male', 78.93848097780803, 1.8147440105760686, 0.1468187896309343, 61, 23.969447385934103, 95.33333333333333, 'Low Risk'),
(3447, 88, 17, '27:45.7', 37.200426106780114, 97.29061985, 132, 74, 24, 'Male', 68.13650362217545, 1.8739015430785912, 0.11783555833843597, 58, 19.40377842192717, 93.33333333333333, 'Low Risk'),
(3448, 61, 15, '26:45.7', 36.06696538320626, 95.44598600522163, 118, 71, 54, 'Male', 59.20424650557658, 1.5239823947335718, 0.087087991, 47, 25.49135717652393, 86.66666666666667, 'Low Risk'),
(3449, 98, 16, '25:45.7', 36.87606363256271, 98.70947313821749, 137, 83, 65, 'Female', 73.29676443545294, 1.6492899171784072, 0.083854706, 54, 26.945782252090783, 101, 'High Risk'),
(3450, 72, 18, '24:45.7', 37.415449689452934, 97.18250077, 128, 84, 80, 'Female', 62.701643022763584, 1.9522469359131245, 0.1369349668086767, 44, 16.451648479622484, 98.66666666666667, 'High Risk'),
(3451, 75, 16, '23:45.7', 36.93191034413007, 95.16894797211329, 138, 80, 56, 'Male', 82.09502708161634, 1.7907174775097172, 0.1226388793359054, 58, 25.601340495223866, 99.33333333333333, 'Low Risk'),
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(3629, 68, 13, '25:45.7', 37.182629258058235, 95.78827403108191, 120, 73, 46, 'Male', 57.04332917924684, 1.5875056473537872, 0.14157593026623566, 47, 22.63467724704722, 88.66666666666667, 'Low Risk'),
(3630, 78, 17, '24:45.7', 37.230739095373266, 95.89597175842627, 121, 85, 61, 'Female', 76.16651665154814, 1.7441917415392503, 0.071618156, 36, 25.036616821149142, 97, 'Low Risk'),
(3631, 80, 17, '23:45.7', 37.437499445973614, 95.91526434971433, 133, 76, 83, 'Male', 50.440283654671326, 1.613059406658999, 0.072731257, 57, 19.385490578455826, 95, 'Low Risk'),
(3632, 85, 15, '22:45.7', 37.333395866951484, 96.78776482395254, 137, 79, 22, 'Female', 73.96828092, 1.8063922905731455, 0.13687501978026534, 58, 22.668426924087107, 98.33333333333333, 'Low Risk'),
(3633, 99, 13, '21:45.7', 37.09980765312378, 99.95854586952024, 123, 73, 51, 'Female', 54.49435333213226, 1.8686859070135178, 0.060465844, 50, 15.605542928573328, 89.66666666666666, 'High Risk'),
(3634, 89, 12, '20:45.7', 36.09536143410031, 98.88406170316148, 115, 72, 85, 'Male', 61.534357445648425, 1.6924149588808302, 0.086622785, 43, 21.483446731142873, 86.33333333333333, 'Low Risk'),
(3635, 62, 16, '19:45.7', 37.319702577009444, 95.78834820823045, 118, 86, 66, 'Male', 63.14543927252682, 1.7754142650497649, 0.11955459930839767, 32, 20.032842599920652, 96.66666666666667, 'Low Risk'),
(3636, 77, 19, '18:45.7', 37.370001047701805, 97.56646043619372, 122, 84, 63, 'Male', 58.57037828231299, 1.7252754233501166, 0.13089605556487993, 38, 19.67710292751816, 96.66666666666667, 'Low Risk'),
(3637, 99, 19, '17:45.7', 37.46433102280749, 99.36432219243868, 135, 86, 84, 'Female', 94.51787574008685, 1.715748088467897, 0.099744007, 49, 32.10753059146877, 102.33333333333333, 'High Risk'),
(3638, 93, 13, '16:45.7', 37.23759796718649, 99.26679182, 128, 88, 20, 'Female', 98.86246340407857, 1.9204145263336838, 0.14363414059622215, 40, 26.806583274919372, 101.33333333333333, 'High Risk'),
(3639, 63, 18, '15:45.7', 36.59807728659277, 97.56219307878959, 126, 84, 18, 'Male', 71.54072114056473, 1.900656241586161, 0.078319242, 42, 19.80369190817847, 98, 'Low Risk'),
(3640, 86, 18, '14:45.7', 36.033371517674574, 96.32002354815086, 122, 70, 61, 'Male', 98.08313417879357, 1.5641868530510703, 0.07980721, 52, 40.08824761855407, 87.33333333333333, 'High Risk'),
(3641, 84, 13, '13:45.7', 36.133986723114724, 99.64646992884472, 121, 85, 25, 'Male', 72.93525344791263, 1.8947490077391937, 0.11905926131556326, 36, 20.315808939806203, 97, 'Low Risk'),
(3642, 90, 13, '12:45.7', 36.01270947528648, 95.25476288474937, 120, 78, 63, 'Male', 96.45658373260804, 1.6987802258887599, 0.0757403, 42, 33.42392761, 92, 'High Risk'),
(3643, 61, 13, '11:45.7', 37.247914452727436, 97.64052291, 114, 78, 38, 'Male', 74.46707140366665, 1.760304690675354, 0.12041771505664485, 36, 24.03192622131516, 90, 'Low Risk'),
(3644, 78, 17, '10:45.7', 36.814571953606446, 96.48510143581284, 118, 74, 87, 'Male', 63.14410249850092, 1.7513745112107177, 0.068652294, 44, 20.586131613095805, 88.66666666666667, 'Low Risk'),
(3645, 67, 18, '09:45.7', 36.23208597871696, 98.54502019107946, 139, 70, 27, 'Male', 68.52018494129005, 1.5642629952568716, 0.061671052358194645, 69, 28.002640393406477, 93, 'Low Risk'),
(3646, 65, 16, '08:45.7', 36.06345027, 99.55550690447228, 112, 71, 69, 'Male', 81.43324943, 1.8182621641611139, 0.13313025447933058, 41, 24.63138096890384, 84.66666666666667, 'Low Risk'),
(3647, 97, 15, '07:45.7', 36.18222397055504, 95.09306608070749, 128, 78, 61, 'Male', 52.22679128400005, 1.6516279467855022, 0.051553723, 50, 19.145596365230237, 94.66666666666666, 'High Risk'),
(3648, 79, 12, '06:45.7', 36.98934123082185, 97.38700060312354, 132, 87, 88, 'Female', 64.95767283, 1.8575918656661077, 0.089280166, 45, 18.824777694356957, 102, 'Low Risk'),
(3649, 94, 17, '05:45.7', 36.080431861799006, 98.78201938693748, 111, 71, 60, 'Female', 65.57432031474045, 1.977691983776463, 0.07052548, 40, 16.76549928107401, 84.33333333333333, 'High Risk'),
(3650, 81, 18, '04:45.7', 37.00826917413748, 97.82593118, 120, 80, 82, 'Male', 82.97883012374332, 1.5721952185200134, 0.056911099, 40, 33.57023375912324, 93.33333333333333, 'High Risk'),
(3651, 96, 13, '03:45.7', 36.05785249511012, 96.54944204290584, 123, 70, 78, 'Male', 98.16551725253785, 1.9984723553141492, 0.098835949, 53, 24.578912818744328, 87.66666666666666, 'High Risk'),
(3652, 84, 17, '02:45.7', 36.93356695727209, 98.27949010148848, 117, 77, 45, 'Female', 68.60840957978503, 1.5432155849507405, 0.10477827466024214, 40, 28.808732486022695, 90.33333333333333, 'Low Risk'),
(3653, 90, 14, '01:45.7', 36.79884981984378, 98.32942565, 117, 73, 80, 'Female', 99.43143707471395, 1.7939987941130504, 0.053738373, 44, 30.894375636506478, 87.66666666666667, 'High Risk'),
(3654, 61, 17, '00:45.7', 36.82829610738962, 96.55639393811502, 121, 73, 63, 'Female', 82.59865354921816, 1.602216773234367, 0.08199091, 48, 32.17587899482277, 89, 'High Risk'),
(3655, 60, 19, '59:45.7', 36.07689954149857, 97.86639092483995, 121, 89, 62, 'Female', 55.12560378500389, 1.8643409951442642, 0.1210925609224865, 32, 15.859980917785046, 99.66666666666667, 'High Risk'),
(3656, 84, 15, '58:45.7', 36.262704804352886, 97.26778306643561, 112, 74, 73, 'Female', 85.65680061645517, 1.5268403845347036, 0.086373211, 38, 36.74299656107306, 86.66666666666667, 'High Risk'),
(3657, 64, 18, '57:45.7', 36.10522650520061, 98.77416388716901, 121, 87, 53, 'Male', 64.48949644580382, 1.9419307166724933, 0.086209817, 34, 17.101000641194528, 98.33333333333333, 'High Risk'),
(3658, 60, 12, '56:45.7', 36.01508809171846, 97.52629382713532, 137, 79, 73, 'Male', 72.86926373634338, 1.579165687, 0.061971587404983736, 58, 29.22059021411419, 98.33333333333333, 'Low Risk'),
(3659, 96, 16, '55:45.7', 37.115085861595176, 95.97223222220298, 128, 83, 87, 'Male', 54.86607172, 1.821283857887667, 0.053222673108003875, 45, 16.540498337099343, 98, 'High Risk'),
(3660, 80, 12, '54:45.7', 37.02521362307277, 99.12312619097197, 127, 70, 58, 'Male', 58.62046096775255, 1.721115656304997, 0.1397263567067974, 57, 19.789240146310323, 89, 'Low Risk'),
(3661, 64, 12, '53:45.7', 37.056432498232454, 99.15466550399714, 111, 86, 41, 'Female', 69.44667098287981, 1.7148218165109077, 0.14430950285880606, 25, 23.616385636783686, 94.33333333333333, 'Low Risk'),
(3662, 65, 14, '52:45.7', 36.97975352982492, 98.76344828398719, 126, 82, 82, 'Male', 89.47811547783618, 1.958124753890051, 0.10548951527838138, 44, 23.33652107394467, 96.66666666666667, 'Low Risk'),
(3663, 74, 12, '51:45.7', 36.28250403408108, 97.65528825106905, 120, 77, 41, 'Male', 88.08776575647681, 1.7465215038820823, 0.12198291522492512, 43, 28.878040445583057, 91.33333333333333, 'Low Risk'),
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(3668, 99, 12, '46:45.7', 37.47919396886064, 95.92127581469552, 118, 77, 48, 'Male', 96.72310783358952, 1.8816736867563306, 0.12582023529775305, 41, 27.317541964719506, 90.66666666666667, 'High Risk'),
(3669, 92, 15, '45:45.7', 37.03923518658965, 97.70889752389586, 116, 76, 56, 'Female', 76.52291254486065, 1.9259906467148271, 0.079168519, 40, 20.62923599, 89.33333333333333, 'High Risk'),
(3670, 90, 16, '44:45.7', 36.899425392511716, 99.98405571005769, 119, 76, 71, 'Female', 88.11460225411233, 1.6598495011944814, 0.070277303, 43, 31.982356549265905, 90.33333333333333, 'High Risk'),
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(3672, 80, 15, '42:45.7', 37.00903036544483, 99.00458046602432, 110, 74, 54, 'Male', 98.92346144197032, 1.867834105354678, 0.12175187666010624, 36, 28.354546283348295, 86, 'Low Risk'),
(3673, 65, 13, '41:45.7', 36.06245190353717, 98.87609418717769, 110, 70, 27, 'Female', 57.17602970638137, 1.8560141488663344, 0.1400661703542608, 40, 16.597834485710457, 83.33333333333333, 'High Risk'),
(3674, 70, 19, '40:45.7', 36.29594626104845, 95.25152874705103, 138, 84, 82, 'Female', 97.76146418677472, 1.6907438550890643, 0.071088045, 54, 34.19889407636298, 102, 'High Risk'),
(3675, 84, 12, '39:45.7', 36.51212729817709, 95.96702404215661, 114, 77, 20, 'Female', 67.38730280910376, 1.8884090029931202, 0.079939308, 37, 18.89669917794944, 89.33333333333333, 'Low Risk'),
(3676, 71, 15, '38:45.7', 36.58415002666293, 95.39364301319866, 116, 78, 50, 'Male', 83.86887498, 1.9259253341131988, 0.075223913, 38, 22.61111221742143, 90.66666666666667, 'Low Risk'),
(3677, 81, 17, '37:45.7', 37.28847999912348, 98.32600485736184, 134, 74, 62, 'Male', 69.80091544841403, 1.517881573041402, 0.086815095, 60, 30.296003416719504, 94, 'High Risk'),
(3678, 66, 13, '36:45.7', 37.26473778472221, 99.52938220365647, 131, 70, 24, 'Female', 73.96278673391383, 1.913418729575625, 0.14650834895327863, 61, 20.201946861455742, 90.33333333333333, 'Low Risk'),
(3679, 61, 19, '35:45.7', 36.34127037085704, 96.85774652923271, 128, 71, 41, 'Male', 65.87139871074864, 1.6730815953813742, 0.1158920838153192, 57, 23.532206009805122, 90, 'Low Risk'),
(3680, 73, 18, '34:45.7', 36.23451774679619, 95.74128322635235, 110, 83, 78, 'Male', 57.43316489605111, 1.6592376431343796, 0.12047539924960424, 27, 20.86150157836003, 92, 'Low Risk'),
(3681, 75, 13, '33:45.7', 37.068656362172206, 99.2261225, 122, 84, 19, 'Female', 69.61666218901706, 1.802907186851086, 0.12693963070669567, 38, 21.417385661670334, 96.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(3683, 63, 13, '31:45.7', 37.01451801534818, 98.03252628097151, 119, 84, 24, 'Male', 96.55785315236935, 1.5633627969372694, 0.11865067242598142, 35, 39.50645446381614, 95.66666666666667, 'High Risk'),
(3684, 89, 15, '30:45.7', 36.126759927311234, 98.30817917189438, 114, 88, 62, 'Female', 73.87856891539435, 1.5652518134412798, 0.1380378024379902, 26, 30.154354974440047, 96.66666666666667, 'High Risk'),
(3685, 69, 14, '29:45.7', 36.22746256261889, 96.02837793882918, 112, 81, 67, 'Female', 75.22694815059421, 1.9371853773619705, 0.11676757535850191, 31, 20.04615477301901, 91.33333333333333, 'Low Risk'),
(3686, 84, 19, '28:45.7', 36.96659404800555, 96.17817981, 116, 70, 64, 'Female', 79.85002973867644, 1.7814225929234655, 0.091062424, 46, 25.161768961975874, 85.33333333333333, 'Low Risk'),
(3687, 96, 18, '27:45.7', 36.57363414601083, 98.96685681490159, 114, 79, 28, 'Male', 75.18068465, 1.8354467096609337, 0.065213464, 35, 22.316327025431494, 90.66666666666667, 'High Risk'),
(3688, 80, 17, '26:45.7', 36.62199786302289, 97.63538515196457, 123, 89, 27, 'Female', 75.17798237335187, 1.542160145446969, 0.055908586, 34, 31.610525470901962, 100.33333333333333, 'High Risk'),
(3689, 97, 14, '25:45.7', 36.58314600112096, 99.83864693428627, 132, 84, 86, 'Female', 73.22308172821738, 1.7470170695896523, 0.1326402102708501, 48, 23.991295849010495, 100, 'High Risk'),
(3690, 79, 19, '24:45.7', 37.19977112275464, 96.83964369173984, 116, 83, 87, 'Male', 72.65208428, 1.9036905244411295, 0.11357283314953476, 33, 20.047276557602487, 94, 'Low Risk'),
(3691, 63, 13, '23:45.7', 36.28034665182732, 97.09797179719192, 139, 81, 25, 'Male', 90.04755027560503, 1.5140675489361919, 0.14709531715563895, 58, 39.28089729376466, 100.33333333333333, 'High Risk'),
(3692, 97, 13, '22:45.7', 37.292490433590345, 96.47874513129051, 120, 86, 72, 'Female', 56.336078163941636, 1.580312413114509, 0.12562108305303882, 34, 22.558005978535807, 97.33333333333333, 'High Risk'),
(3693, 63, 16, '21:45.7', 37.037585230953106, 98.40067718, 115, 79, 71, 'Male', 92.02474801709295, 1.754437400420744, 0.080942426, 36, 29.89708754508981, 91, 'Low Risk'),
(3694, 80, 19, '20:45.7', 36.26505192641042, 96.64301500374005, 119, 87, 67, 'Female', 54.82703043252904, 1.5571733738211913, 0.095199672, 32, 22.611052891094683, 97.66666666666667, 'Low Risk'),
(3695, 98, 17, '19:45.7', 36.21540540619232, 95.47590603073391, 134, 89, 64, 'Male', 53.26559419135118, 1.6542282783213649, 0.12722691037822337, 45, 19.46506663533569, 104, 'High Risk'),
(3696, 90, 14, '18:45.7', 37.001688217054806, 99.23660745891463, 115, 85, 50, 'Male', 79.42712114089373, 1.6656137708257275, 0.096956984, 30, 28.629925379970466, 95, 'Low Risk'),
(3697, 93, 13, '17:45.7', 36.898632579525206, 97.50192605148779, 138, 80, 55, 'Male', 52.50908227354702, 1.9158329299215757, 0.077032976, 58, 14.306030955303838, 99.33333333333333, 'High Risk'),
(3698, 85, 17, '16:45.7', 36.87335843205585, 97.09944783230885, 120, 79, 36, 'Female', 83.93291976233358, 1.9588161868793734, 0.088970122, 41, 21.874843908104385, 92.66666666666667, 'Low Risk'),
(3699, 82, 16, '15:45.7', 36.788032448568146, 95.49070567928342, 130, 72, 43, 'Female', 97.65321849236238, 1.6278713209967026, 0.07259933, 58, 36.850757312727154, 91.33333333333333, 'High Risk'),
(3700, 97, 15, '14:45.7', 36.22433204765746, 99.69817199, 133, 80, 36, 'Female', 53.34626912370765, 1.6620830250731518, 0.10785632603354948, 53, 19.310726969121397, 97.66666666666666, 'High Risk'),
(3701, 62, 12, '13:45.7', 36.66569078, 98.39789986681518, 122, 87, 26, 'Female', 94.12246833350466, 1.6803675439438264, 0.1412683620490941, 35, 33.33379334633301, 98.66666666666667, 'High Risk'),
(3702, 87, 17, '12:45.7', 36.70395768818296, 95.10792069361042, 110, 82, 53, 'Female', 85.50151895094993, 1.7047254696666103, 0.076014996, 28, 29.421508116502352, 91.33333333333333, 'Low Risk'),
(3703, 97, 17, '11:45.7', 36.52684334574019, 97.92932598884326, 128, 85, 36, 'Female', 79.35062262662393, 1.6176686576437707, 0.077149582, 43, 30.32293231935666, 99.33333333333333, 'High Risk'),
(3704, 88, 15, '10:45.7', 36.486133648432045, 97.31952384892189, 136, 81, 75, 'Female', 63.83420966764086, 1.7769557289086595, 0.10157541892373444, 55, 20.216234654536358, 99.33333333333333, 'Low Risk'),
(3705, 95, 12, '09:45.7', 36.061650976935084, 99.81466056341122, 110, 77, 24, 'Male', 81.06530771294788, 1.5730829743702208, 0.074041525, 33, 32.75908585, 88, 'High Risk'),
(3706, 93, 14, '08:45.7', 37.205275243213784, 98.21672326326869, 138, 85, 27, 'Male', 70.30534032443023, 1.7414271570587583, 0.10145754964099224, 53, 23.18342992734371, 102.66666666666666, 'High Risk'),
(3707, 85, 17, '07:45.7', 37.41482410448219, 97.59088893536841, 136, 89, 19, 'Male', 70.29609913804104, 1.9833989650954278, 0.093293698, 47, 17.86944488318525, 104.66666666666667, 'High Risk'),
(3708, 70, 16, '06:45.7', 36.04236161735437, 99.27998604235789, 136, 85, 70, 'Male', 92.16744427011213, 1.5987344420541718, 0.1225859964148559, 51, 36.059930271600244, 102, 'High Risk'),
(3709, 99, 16, '05:45.7', 37.315599721574074, 97.37829119143201, 114, 71, 53, 'Male', 80.46959002293907, 1.6330560638910683, 0.060281012, 43, 30.173771658280877, 85.33333333333333, 'High Risk'),
(3710, 68, 13, '04:45.7', 37.16842543297153, 99.39861362300361, 112, 84, 75, 'Female', 96.52508464486071, 1.8916469972413184, 0.051164562, 28, 26.97490975542239, 93.33333333333333, 'Low Risk'),
(3711, 77, 15, '03:45.7', 36.64707247350969, 97.23962238131202, 120, 85, 43, 'Female', 87.3496582, 1.6116671212805576, 0.13580688595402327, 35, 33.62873396123888, 96.66666666666667, 'High Risk'),
(3712, 85, 12, '02:45.7', 37.10987813399159, 95.64554113970578, 118, 79, 45, 'Male', 80.65873273296151, 1.7392837515235113, 0.076211853, 39, 26.663092219456715, 92, 'Low Risk'),
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(3891, 66, 14, '03:45.7', 36.508267352063974, 98.46149311163693, 133, 83, 49, 'Female', 80.65197686195157, 1.6966290445799521, 0.11118925651187733, 50, 28.018263932295408, 99.66666666666666, 'Low Risk'),
(3892, 75, 19, '02:45.7', 36.40333286957213, 98.76554832757549, 139, 81, 69, 'Male', 84.53526078958878, 1.8797783382634332, 0.14422264108521965, 58, 23.9234944, 100.33333333333333, 'Low Risk'),
(3893, 99, 16, '01:45.7', 36.90541689360696, 96.07572386306323, 132, 79, 51, 'Female', 55.613796517768705, 1.626479809641369, 0.050863964, 53, 21.022540144725827, 96.66666666666666, 'High Risk'),
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(3895, 97, 19, '59:45.7', 36.48330342429884, 98.62695069747488, 125, 88, 87, 'Female', 94.23355529370357, 1.9971165074660286, 0.053208967, 37, 23.626466452308986, 100.33333333333333, 'High Risk'),
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(3897, 67, 19, '57:45.7', 37.21455128678751, 97.97364891, 117, 87, 77, 'Male', 86.23650082322976, 1.7740997437489134, 0.10070820546307505, 30, 27.399021913763228, 97, 'Low Risk'),
(3898, 71, 15, '56:45.7', 36.383359085927694, 99.65693933748926, 122, 83, 88, 'Female', 80.41036862061488, 1.996279776803398, 0.050732009, 39, 20.17758746935016, 96, 'Low Risk'),
(3899, 64, 19, '55:45.7', 36.99766128538793, 97.0452279, 132, 89, 40, 'Female', 74.15664703, 1.9675204737652534, 0.11581385376488026, 43, 19.156297124765214, 103.33333333333333, 'Low Risk'),
(3900, 66, 16, '54:45.7', 37.408259843570605, 99.50379139432987, 133, 85, 77, 'Male', 99.93271653164496, 1.847550429999755, 0.060822183, 48, 29.276225937898158, 101, 'Low Risk'),
(3901, 98, 12, '53:45.7', 37.319503161097025, 97.03807158227059, 127, 77, 18, 'Male', 57.84099936187578, 1.5378012837100967, 0.057843182, 50, 24.458811485940416, 93.66666666666666, 'High Risk'),
(3902, 66, 19, '52:45.7', 37.35557146016188, 98.33016897385409, 137, 89, 80, 'Female', 64.01162608, 1.740663093587413, 0.1277333135443297, 48, 21.126590630905863, 105, 'Low Risk'),
(3903, 76, 16, '51:45.7', 37.37402933202218, 99.22449707006156, 130, 82, 62, 'Female', 52.84828195236914, 1.5033432855095734, 0.085619513, 48, 23.38377098260302, 98, 'Low Risk'),
(3904, 94, 17, '50:45.7', 36.66339153229754, 95.98492311734486, 132, 84, 54, 'Male', 86.79661599126858, 1.7769049203298783, 0.073876241, 48, 27.489979339012773, 100, 'High Risk'),
(3905, 76, 19, '49:45.7', 37.49279217871613, 99.53483949429135, 131, 75, 63, 'Male', 54.40360451714109, 1.690806393466653, 0.12524462561888255, 56, 19.03004924600383, 93.66666666666666, 'Low Risk'),
(3906, 92, 18, '48:45.7', 37.108130656106894, 97.37073398534217, 123, 84, 72, 'Female', 90.85411867660713, 1.972506546374439, 0.10635130181952815, 39, 23.351119881255414, 97, 'High Risk'),
(3907, 88, 15, '47:45.7', 37.337660313142045, 95.04453184668887, 137, 76, 62, 'Female', 63.87476717381898, 1.5274225868038107, 0.077722756, 61, 27.378579601058025, 96.33333333333333, 'Low Risk'),
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(3909, 92, 13, '45:45.7', 37.14074388467541, 95.02440032938804, 139, 88, 64, 'Male', 62.68228815890404, 1.5733001886896745, 0.058486748330641686, 51, 25.323378839102418, 105, 'High Risk'),
(3910, 68, 16, '44:45.7', 36.561123773450376, 96.90506446283304, 110, 89, 40, 'Male', 83.70597144004866, 1.5489874812507238, 0.071959282, 21, 34.88675900807335, 96, 'High Risk'),
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(3912, 84, 15, '42:45.7', 36.00000442562442, 96.75859915585382, 128, 79, 85, 'Male', 86.75325304139488, 1.816110801905252, 0.13867819946704443, 49, 26.30274567423596, 95.33333333333333, 'Low Risk'),
(3913, 76, 15, '41:45.7', 36.2063322, 96.62548524833555, 110, 78, 53, 'Male', 93.50727044807903, 1.5485168400856837, 0.12264581682535755, 32, 38.99541211524881, 88.66666666666667, 'High Risk'),
(3914, 81, 13, '40:45.7', 36.11898531866137, 97.21975598493327, 129, 77, 26, 'Male', 70.34755139610742, 1.768970449475023, 0.085039645, 52, 22.48059642763447, 94.33333333333333, 'Low Risk'),
(3915, 70, 18, '39:45.7', 37.042920915563855, 98.35385481596624, 133, 74, 86, 'Male', 63.953778184628085, 1.9669852934925631, 0.13427603739256122, 59, 16.52966228258913, 93.66666666666666, 'High Risk'),
(3916, 92, 19, '38:45.7', 36.49267997454023, 98.29669686573195, 113, 72, 72, 'Male', 79.26876957559327, 1.8719261651284689, 0.10925720994963445, 41, 22.621671294123843, 85.66666666666667, 'High Risk'),
(3917, 68, 15, '37:45.7', 37.18078164405214, 98.36379788, 114, 83, 36, 'Male', 58.73132706245106, 1.8799410258973115, 0.050356111, 31, 16.618099803572207, 93.33333333333333, 'High Risk'),
(3918, 97, 12, '36:45.7', 36.44085317474309, 98.97008772, 135, 71, 87, 'Male', 57.364494634700456, 1.785419400501691, 0.11361736302012901, 64, 17.995448409335197, 92.33333333333333, 'High Risk'),
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(3922, 85, 13, '32:45.7', 36.82480560639025, 97.44505299662951, 128, 86, 52, 'Male', 91.70859877795874, 1.5862405360647398, 0.080459899, 42, 36.44785460046356, 100, 'High Risk'),
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(3924, 80, 15, '30:45.7', 36.13558390090745, 99.67743777616101, 135, 86, 89, 'Male', 64.88214505, 1.598536976171915, 0.074381197, 49, 25.391001228453987, 102.33333333333333, 'Low Risk'),
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(3929, 84, 16, '25:45.7', 36.68270190663847, 96.25007575, 111, 71, 23, 'Male', 73.48392571748019, 1.7072948955412186, 0.083677565, 40, 25.21014047977007, 84.33333333333333, 'Low Risk'),
(3930, 61, 15, '24:45.7', 37.350761490305295, 97.08042295, 124, 70, 19, 'Female', 65.60901769, 1.9879214113527692, 0.075774604, 54, 16.60217978922784, 88, 'High Risk'),
(3931, 99, 14, '23:45.7', 37.112283927350035, 96.98035695708508, 137, 74, 30, 'Male', 80.18340400671933, 1.5530079400393546, 0.10330592593232404, 63, 33.245826723405294, 95, 'High Risk'),
(3932, 73, 17, '22:45.7', 36.37365290576989, 98.76172925201146, 123, 82, 38, 'Female', 61.60628782295943, 1.7106280405646177, 0.083999215, 41, 21.052994022016787, 95.66666666666667, 'Low Risk'),
(3933, 96, 17, '21:45.7', 36.58839675749064, 95.93244105, 137, 70, 42, 'Female', 78.19063384903848, 1.903536734, 0.1403468234721076, 67, 21.579044443314082, 92.33333333333333, 'High Risk'),
(3934, 93, 19, '20:45.7', 36.38371796876858, 95.06938787412773, 135, 88, 64, 'Male', 87.11342609, 1.6900905793361711, 0.14538305915629912, 47, 30.49756267787762, 103.66666666666667, 'High Risk'),
(3935, 72, 13, '19:45.7', 36.43256210120478, 99.85664345531869, 128, 74, 82, 'Female', 57.18293474895762, 1.7453649645268614, 0.073427123, 54, 18.77128193530582, 92, 'Low Risk'),
(3936, 76, 16, '18:45.7', 37.32309600771555, 98.21399335567972, 111, 78, 38, 'Male', 89.96647952, 1.6514841072322768, 0.10556575848085356, 33, 32.98617274769494, 89, 'High Risk'),
(3937, 65, 19, '17:45.7', 36.60510618, 97.36755192, 121, 85, 61, 'Male', 61.06627536730376, 1.6167352854950852, 0.074950621, 36, 23.362730425373663, 97, 'Low Risk'),
(3938, 93, 13, '16:45.7', 36.75248297851316, 98.79180716553017, 134, 85, 30, 'Female', 72.50314634459048, 1.6886947255744427, 0.098831474, 49, 25.42462521963915, 101.33333333333333, 'High Risk'),
(3939, 91, 19, '15:45.7', 36.153108839807615, 95.86351532, 126, 86, 75, 'Male', 71.29675460150804, 1.6063442262690009, 0.10761979184825635, 40, 27.630740756956996, 99.33333333333333, 'High Risk'),
(3940, 68, 13, '14:45.7', 36.09190172881643, 99.98982735813217, 131, 70, 36, 'Male', 55.477844036434846, 1.728648092554312, 0.079808263, 61, 18.565489001331468, 90.33333333333333, 'Low Risk'),
(3941, 93, 19, '13:45.7', 36.442435813630574, 97.49958356870617, 115, 78, 48, 'Male', 92.39848620495502, 1.6732959035342831, 0.06328431, 37, 33.00041188298245, 90.33333333333333, 'High Risk'),
(3942, 60, 19, '12:45.7', 37.011306824436986, 99.32174081248661, 117, 72, 21, 'Female', 71.58794757896024, 1.6787926190553113, 0.095895702, 45, 25.400707248835626, 87, 'Low Risk'),
(3943, 92, 19, '11:45.7', 37.145947082316745, 96.47855261, 127, 85, 85, 'Female', 77.40957079423613, 1.597280489994466, 0.14316032638738152, 42, 30.341167322255032, 99, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(3946, 87, 13, '08:45.7', 36.759663686258826, 97.21463515836885, 136, 77, 43, 'Male', 81.52678971, 1.5864945740013088, 0.072345887, 59, 32.39091073041951, 96.66666666666666, 'High Risk'),
(3947, 76, 19, '07:45.7', 37.46973381297257, 99.42067401581019, 116, 82, 64, 'Female', 56.31146516034424, 1.8313370243262848, 0.10694157544833953, 34, 16.790370365265147, 93.33333333333333, 'High Risk'),
(3948, 83, 14, '06:45.7', 36.017025193143795, 95.49141131117617, 111, 72, 79, 'Male', 94.43102234342635, 1.9936571661381957, 0.13143817398636565, 39, 23.758211013808374, 85, 'Low Risk'),
(3949, 62, 14, '05:45.7', 37.258547645899306, 97.41283451, 126, 75, 53, 'Male', 98.57869708267401, 1.9394480872557334, 0.1251699168485756, 51, 26.207570026622253, 92, 'Low Risk'),
(3950, 67, 13, '04:45.7', 36.53427539157525, 96.24652766230183, 114, 74, 71, 'Male', 60.75509943621137, 1.984247937319103, 0.1344093325946438, 40, 15.430885934814523, 87.33333333333333, 'High Risk'),
(3951, 97, 14, '03:45.7', 37.39834210117551, 96.68386681708351, 130, 76, 34, 'Female', 51.071515140326525, 1.7876442793391982, 0.13045587960143668, 54, 15.981463063276646, 94, 'High Risk'),
(3952, 80, 16, '02:45.7', 36.55893615681531, 97.19194913583071, 113, 71, 61, 'Male', 98.97015084251181, 1.6135445790282097, 0.088003831, 42, 38.01388836430844, 85, 'High Risk'),
(3953, 60, 12, '01:45.7', 37.09104593522893, 96.98132539057063, 134, 79, 21, 'Male', 52.33602668588115, 1.8090571856359168, 0.10155585465082081, 55, 15.99175609488258, 97.33333333333333, 'High Risk'),
(3954, 67, 14, '00:45.7', 37.20896944795711, 97.39198445398372, 119, 86, 48, 'Male', 77.58585293904103, 1.5039618178820788, 0.11191501738301116, 33, 34.30116870984553, 97, 'High Risk'),
(3955, 85, 16, '59:45.7', 37.26685338730823, 98.82694790701869, 138, 75, 89, 'Male', 50.732778764336224, 1.5606107214410014, 0.082969964, 63, 20.830489612044815, 96, 'Low Risk'),
(3956, 84, 17, '58:45.7', 36.46278499648739, 97.76042624970097, 122, 76, 85, 'Female', 57.83425587292729, 1.6876614210607401, 0.080259604, 46, 20.305538270701966, 91.33333333333333, 'Low Risk'),
(3957, 61, 12, '57:45.7', 36.527200308680854, 98.34954266, 113, 78, 30, 'Male', 50.84342963948959, 1.9047674726198511, 0.060056281, 35, 14.013638367019452, 89.66666666666667, 'High Risk'),
(3958, 95, 19, '56:45.7', 37.343282131232144, 95.90591434638294, 125, 72, 57, 'Male', 97.90332134583588, 1.9371584069110699, 0.089893138, 53, 26.08958398606355, 89.66666666666666, 'High Risk'),
(3959, 90, 13, '55:45.7', 36.08561744, 98.13791307027643, 134, 71, 40, 'Male', 85.79746623183726, 1.603658744314418, 0.053353461087256804, 63, 33.361882547700596, 92, 'High Risk'),
(3960, 94, 18, '54:45.7', 37.12706242800239, 96.28726807002718, 114, 79, 83, 'Male', 93.33327950303038, 1.8080025703973155, 0.080327756, 35, 28.552125179724687, 90.66666666666667, 'High Risk'),
(3961, 88, 16, '53:45.7', 36.935302244451684, 99.28232608006854, 113, 74, 42, 'Male', 73.18910076186128, 1.7301190430582996, 0.13542973791427595, 39, 24.450876864775935, 87, 'Low Risk'),
(3962, 94, 17, '52:45.7', 37.31110452389581, 98.76208079675116, 121, 80, 81, 'Male', 73.71317674, 1.7709001517741907, 0.12305214032472085, 41, 23.50482259383913, 93.66666666666667, 'High Risk'),
(3963, 81, 17, '51:45.7', 36.32924436470744, 97.41049914106806, 127, 85, 81, 'Male', 60.98491509780442, 1.5844177602223648, 0.14888308857664095, 42, 24.29310457773277, 99, 'Low Risk'),
(3964, 83, 14, '50:45.7', 37.44848249620585, 95.07432647, 118, 77, 22, 'Male', 92.20246655, 1.7284922406988286, 0.073694298, 41, 30.860834859357897, 90.66666666666667, 'High Risk'),
(3965, 77, 19, '49:45.7', 37.07616926084434, 99.62016414848009, 139, 74, 53, 'Male', 57.21983600797004, 1.7365928187140454, 0.076758239, 65, 18.973637863727415, 95.66666666666666, 'Low Risk'),
(3966, 65, 18, '48:45.7', 37.362085931610366, 99.90717007, 112, 72, 75, 'Female', 95.55519209654824, 1.5283296814495582, 0.12645498996982102, 40, 40.90912540088828, 85.33333333333333, 'High Risk'),
(3967, 63, 14, '47:45.7', 36.578135291994386, 98.39460503936766, 126, 70, 34, 'Male', 74.41293299674778, 1.7773433820775184, 0.11576337259255189, 56, 23.556227488987716, 88.66666666666666, 'Low Risk'),
(3968, 85, 12, '46:45.7', 37.004192064489224, 97.20197122, 131, 76, 32, 'Male', 91.48870953911884, 1.8397105796867883, 0.08751527, 55, 27.03139695091771, 94.33333333333333, 'Low Risk'),
(3969, 81, 15, '45:45.7', 36.78908211891486, 96.30440623952659, 139, 80, 21, 'Male', 62.66383885053092, 1.8105752186048436, 0.067724298, 59, 19.11542036299992, 99.66666666666666, 'Low Risk'),
(3970, 66, 12, '44:45.7', 37.326127392952664, 99.04315924160557, 138, 73, 55, 'Female', 89.73261548164044, 1.5462391263758004, 0.076275192, 65, 37.53159397800789, 94.66666666666666, 'High Risk'),
(3971, 79, 17, '43:45.7', 37.26704442285201, 95.70148771286614, 134, 84, 74, 'Female', 61.44945997778015, 1.7714085721168775, 0.069144952, 50, 19.583061450161303, 100.66666666666666, 'Low Risk'),
(3972, 82, 13, '42:45.7', 36.87136277336945, 96.86925542254731, 129, 76, 44, 'Male', 53.40102886844116, 1.624276219197277, 0.082713087, 53, 20.24090156194306, 93.66666666666666, 'Low Risk'),
(3973, 83, 16, '41:45.7', 36.45149794123895, 97.66021751727504, 117, 79, 50, 'Male', 92.84118073991525, 1.5100047599850694, 0.10861132508351046, 38, 40.717773525148324, 91.66666666666667, 'High Risk'),
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(4161, 80, 16, '33:45.7', 36.676386183890315, 98.32483648851691, 137, 70, 52, 'Female', 60.88671309866325, 1.8374345675322272, 0.051576479, 67, 18.03427819797391, 92.33333333333333, 'High Risk'),
(4162, 64, 16, '32:45.7', 36.128573305265476, 98.85828248, 128, 78, 75, 'Male', 64.38360413747785, 1.9271996367769195, 0.11364875276302602, 50, 17.334921294546415, 94.66666666666666, 'High Risk'),
(4163, 62, 14, '31:45.7', 36.84638860501162, 97.86050664435567, 115, 81, 23, 'Female', 57.41932055, 1.995934117, 0.06103643, 34, 14.413373667677133, 92.33333333333333, 'High Risk'),
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(4165, 79, 17, '29:45.7', 36.64939593181975, 95.58164157552022, 119, 87, 23, 'Female', 90.81594805784968, 1.7398570766482047, 0.11693505189368679, 32, 30.00094765301972, 97.66666666666667, 'High Risk'),
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(4168, 92, 12, '26:45.7', 36.75366459868995, 99.80364932888398, 121, 78, 86, 'Female', 64.87262365610336, 1.6993724697945742, 0.087534201, 43, 22.463855970132702, 92.33333333333333, 'High Risk'),
(4169, 64, 12, '25:45.7', 36.315260132725484, 98.52768425, 137, 82, 88, 'Female', 52.59372932130915, 1.7246955674639814, 0.078220674, 55, 17.681091534059913, 100.33333333333333, 'High Risk'),
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(4199, 78, 12, '55:45.7', 36.83096129695527, 97.51376440615316, 117, 77, 83, 'Male', 62.914533555112534, 1.571246053, 0.12432348913823467, 40, 25.483705745297957, 90.33333333333333, 'Low Risk'),
(4200, 95, 17, '54:45.7', 37.26888976, 99.85427639127404, 112, 78, 37, 'Male', 76.22252507675086, 1.9370291787311946, 0.092931415, 34, 20.31472773763339, 89.33333333333333, 'High Risk'),
(4201, 80, 19, '53:45.7', 37.18023765204111, 95.48216145936621, 138, 76, 49, 'Male', 78.75955963551996, 1.5211097708020995, 0.056517536, 62, 34.03942122889309, 96.66666666666666, 'High Risk'),
(4202, 65, 14, '52:45.7', 37.368308753825154, 98.52405587937265, 120, 87, 50, 'Female', 82.78746954199372, 1.928079017273554, 0.059395220335423084, 33, 22.26972999598655, 98, 'Low Risk'),
(4203, 95, 19, '51:45.7', 36.12797354, 95.07448697835558, 131, 77, 28, 'Male', 55.65027657467364, 1.9843673137204556, 0.081235441, 54, 14.132636784264946, 95, 'High Risk'),
(4204, 73, 18, '50:45.7', 37.38940248873421, 97.13303988188393, 114, 82, 33, 'Female', 85.42784878537938, 1.8164299576473524, 0.082433622, 32, 25.891794915273206, 92.66666666666667, 'Low Risk'),
(4205, 99, 18, '49:45.7', 36.76783167492129, 98.15119433, 116, 82, 86, 'Male', 71.19111730969689, 1.6000691384395216, 0.11578350990272804, 34, 27.80662701367871, 93.33333333333333, 'High Risk'),
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INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(4209, 86, 19, '45:45.7', 36.76345639107306, 96.24327754935352, 126, 71, 18, 'Male', 82.64305039345999, 1.527642536715207, 0.09718644, 55, 35.41301093278466, 89.33333333333333, 'High Risk'),
(4210, 91, 19, '44:45.7', 36.95118362350516, 98.75664855884273, 134, 86, 37, 'Male', 64.50821280558753, 1.7424108178240938, 0.058042512, 48, 21.24779621593594, 102, 'High Risk'),
(4211, 86, 16, '43:45.7', 36.28992937021243, 96.93976243856804, 138, 82, 37, 'Male', 52.16956842828165, 1.8102873545422562, 0.051711851, 56, 15.919235539753329, 100.66666666666666, 'High Risk'),
(4212, 97, 19, '42:45.7', 36.97116560160707, 95.31278109190427, 117, 81, 79, 'Male', 78.53485065549282, 1.7241971150867665, 0.091715415, 36, 26.417310088564275, 93, 'High Risk'),
(4213, 79, 14, '41:45.7', 36.067081157873545, 95.46380055135975, 116, 75, 51, 'Male', 84.10968696035269, 1.6072619358620999, 0.078060736, 41, 32.55912292658858, 88.66666666666667, 'High Risk'),
(4214, 91, 15, '40:45.7', 36.44051654626607, 96.49203389602185, 114, 75, 18, 'Male', 53.330747918213085, 1.515820057380764, 0.079814489, 39, 23.210386671109678, 88, 'High Risk'),
(4215, 66, 16, '39:45.7', 36.32680908030429, 95.99408768597125, 118, 70, 31, 'Female', 90.47866077613523, 1.6148995857896828, 0.14744823136481922, 48, 34.694059379329886, 86, 'High Risk'),
(4216, 97, 13, '38:45.7', 36.84315753544497, 99.43065550945248, 119, 77, 64, 'Male', 79.29254918243717, 1.8370957092462223, 0.11503627624401301, 42, 23.494641067052736, 91, 'High Risk'),
(4217, 71, 14, '37:45.7', 37.305602802509696, 98.48159224398957, 125, 76, 79, 'Female', 97.36503468017281, 1.5074609611818843, 0.068389704, 49, 42.84605834649973, 92.33333333333333, 'High Risk'),
(4218, 75, 16, '36:45.7', 36.20292772584437, 96.17635537090017, 121, 74, 37, 'Female', 57.208435576720426, 1.9654485477409411, 0.088441224, 47, 14.809374419047423, 89.66666666666667, 'High Risk'),
(4219, 64, 17, '35:45.7', 36.02542236628371, 99.81022292350143, 110, 78, 47, 'Male', 52.88512744366283, 1.7593107643298174, 0.06974943, 32, 17.086316051646993, 88.66666666666667, 'High Risk'),
(4220, 95, 19, '34:45.7', 36.77806513204985, 99.93521170700022, 134, 86, 82, 'Male', 82.07847168729211, 1.9138815336804536, 0.10257698346888919, 48, 22.40779677, 102, 'High Risk'),
(4221, 77, 19, '33:45.7', 36.52644532070455, 99.90236260340153, 137, 73, 23, 'Male', 95.59341907972785, 1.9915259560399674, 0.090664012, 64, 24.10216488406497, 94.33333333333333, 'Low Risk'),
(4222, 85, 16, '32:45.7', 37.10055769599753, 97.96182237316445, 133, 76, 39, 'Male', 88.86455225973232, 1.5544308316089992, 0.11656362503604263, 57, 36.777800574424205, 95, 'High Risk'),
(4223, 72, 13, '31:45.7', 37.246581362313464, 99.70306824016969, 111, 74, 58, 'Male', 65.93041309069096, 1.8768341222055271, 0.057115484, 37, 18.716904118460224, 86.33333333333333, 'Low Risk'),
(4224, 60, 15, '30:45.7', 36.57537202679128, 98.44762039612633, 136, 85, 45, 'Male', 51.77539637557948, 1.8970871140112988, 0.1299583401725462, 51, 14.386292438231067, 102, 'High Risk'),
(4225, 92, 15, '29:45.7', 36.20456189304184, 96.12813002567034, 122, 86, 29, 'Female', 92.96546875650724, 1.6618981386721738, 0.076703154, 36, 33.65990304066524, 98, 'High Risk'),
(4226, 66, 18, '28:45.7', 36.46406109, 95.82017629770736, 133, 76, 36, 'Female', 59.55420597994379, 1.581446985299873, 0.086288333, 57, 23.81239967741957, 95, 'Low Risk'),
(4227, 95, 14, '27:45.7', 36.654835038769136, 98.89919625327511, 136, 73, 69, 'Female', 84.47936490305514, 1.9286157034363451, 0.059664776, 63, 22.71220204943234, 94, 'High Risk'),
(4228, 79, 13, '26:45.7', 37.07811454942345, 99.05505878203951, 131, 73, 29, 'Male', 83.32477168009717, 1.7971079681647235, 0.1449923868705908, 58, 25.800361596093236, 92.33333333333333, 'Low Risk'),
(4229, 95, 17, '25:45.7', 36.87741441683656, 98.10917406816604, 129, 89, 28, 'Male', 70.33148134, 1.6589972956947414, 0.10575468502102853, 40, 25.553971645741367, 102.33333333333333, 'High Risk'),
(4230, 89, 12, '24:45.7', 37.21563144438348, 95.92595544481061, 126, 75, 43, 'Male', 97.75196342758748, 1.8711276202234497, 0.11842576810581622, 51, 27.920209339015422, 92, 'Low Risk'),
(4231, 83, 19, '23:45.7', 36.94481676645702, 96.00126040734546, 129, 74, 63, 'Male', 79.97149538448635, 1.8248450145618147, 0.058591707, 55, 24.015036228325172, 92.33333333333333, 'Low Risk'),
(4232, 85, 14, '22:45.7', 36.32496621600418, 99.88673890646373, 121, 74, 42, 'Male', 95.88627519792563, 1.547275263790584, 0.14746967104101621, 47, 40.051730316707214, 89.66666666666667, 'High Risk'),
(4233, 80, 13, '21:45.7', 37.130630981109654, 96.60790898990564, 116, 81, 71, 'Female', 53.24040222, 1.543701686994723, 0.10144695246783628, 35, 22.34161534573822, 92.66666666666667, 'Low Risk'),
(4234, 68, 12, '20:45.7', 37.36187061, 95.54240188114215, 127, 72, 26, 'Male', 87.58317802906558, 1.9213859251774186, 0.086297663, 55, 23.72419526240064, 90.33333333333333, 'Low Risk'),
(4235, 98, 14, '19:45.7', 36.600097170450724, 97.58725219532718, 118, 88, 36, 'Female', 89.08034441793913, 1.5563198980478015, 0.053341162, 30, 36.77766455642152, 98, 'High Risk'),
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(4412, 78, 17, '22:45.7', 36.190680788964166, 98.34692257, 126, 70, 76, 'Female', 56.618964398045705, 1.7627895153128754, 0.098490223, 56, 18.220529933671944, 88.66666666666666, 'High Risk'),
(4413, 87, 19, '21:45.7', 36.14667936232884, 99.68814615210869, 129, 75, 34, 'Female', 98.50226340626833, 1.521401147948882, 0.066243368, 54, 42.55579721148618, 93, 'High Risk'),
(4414, 86, 17, '20:45.7', 37.07806743928738, 98.44702198037432, 118, 86, 72, 'Male', 85.91911358949052, 1.626352414517432, 0.086139027, 32, 32.48332447356269, 96.66666666666667, 'High Risk'),
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(4421, 70, 19, '13:45.7', 36.56645378835196, 98.09133181186316, 122, 77, 38, 'Male', 92.80344616711969, 1.9523331630801999, 0.065880056, 45, 24.347604626346175, 92, 'Low Risk'),
(4422, 95, 15, '12:45.7', 37.12748002366602, 98.67849523584911, 117, 87, 52, 'Male', 93.78133638569878, 1.6977361131488324, 0.06836098, 30, 32.53689033843973, 97, 'High Risk'),
(4423, 65, 13, '11:45.7', 36.937142788774096, 99.91041348307559, 135, 76, 47, 'Male', 50.28026784624014, 1.918478336170768, 0.086826623, 59, 13.661040651726562, 95.66666666666666, 'High Risk'),
(4424, 97, 12, '10:45.7', 36.88284255141108, 99.46038897183227, 111, 75, 63, 'Female', 70.37305643455186, 1.9898152329427032, 0.054666052, 36, 17.773825463280243, 87, 'High Risk'),
(4425, 82, 13, '09:45.7', 37.15425626310298, 99.41978292393179, 125, 85, 82, 'Female', 95.41624471956862, 1.9949543960203635, 0.11915420786334734, 40, 23.97487632245933, 98.33333333333333, 'Low Risk'),
(4426, 93, 13, '08:45.7', 36.95589126, 96.73776209628475, 117, 75, 25, 'Female', 57.8538581, 1.9867972663098301, 0.058258089, 42, 14.656329444438105, 89, 'High Risk'),
(4427, 78, 17, '07:45.7', 36.96594407, 96.98622104313334, 110, 87, 72, 'Female', 81.63447837658562, 1.8223803775658127, 0.12851737849132733, 23, 24.580774408248544, 94.66666666666667, 'Low Risk'),
(4428, 60, 12, '06:45.7', 36.739165354434995, 98.71510975955026, 139, 75, 88, 'Male', 51.70953797933994, 1.8718402153486453, 0.12415962901251452, 64, 14.758190440868077, 96.33333333333333, 'High Risk'),
(4429, 91, 16, '05:45.7', 37.036967266509016, 97.99278595, 114, 82, 20, 'Female', 65.37960936493073, 1.7663694854320835, 0.072288882, 32, 20.95459224411826, 92.66666666666667, 'High Risk'),
(4430, 90, 13, '04:45.7', 36.217519276512604, 99.63318450691132, 122, 88, 21, 'Female', 50.40105717323668, 1.643969863621205, 0.083001236, 34, 18.648845111314998, 99.33333333333333, 'Low Risk'),
(4431, 62, 19, '03:45.7', 37.443818922710825, 98.23979912554759, 136, 75, 68, 'Male', 62.18896093585838, 1.7101304547793172, 0.058030706, 61, 21.264482511348152, 95.33333333333333, 'Low Risk'),
(4432, 81, 16, '02:45.7', 36.857983618435014, 96.49025738553681, 131, 81, 76, 'Male', 83.20304401259753, 1.8425949694164623, 0.11032783585207288, 50, 24.506396344930835, 97.66666666666666, 'Low Risk'),
(4433, 78, 18, '01:45.7', 37.32649549448811, 97.27776264784046, 116, 87, 52, 'Male', 59.60853083748218, 1.969360717553012, 0.061420684, 29, 15.369434066680704, 96.66666666666667, 'High Risk'),
(4434, 76, 13, '00:45.7', 37.338844840674504, 97.29578296, 115, 76, 39, 'Male', 85.50657855826708, 1.797079547, 0.14075945066408913, 39, 26.47676532997096, 89, 'Low Risk'),
(4435, 95, 13, '59:45.7', 37.31564996322234, 95.19922711332033, 111, 70, 57, 'Male', 76.03467728321367, 1.5622618063280704, 0.076795357, 41, 31.153301355858456, 83.66666666666667, 'High Risk'),
(4436, 72, 19, '58:45.7', 36.333676580430314, 98.73671280536274, 138, 73, 67, 'Female', 84.81034888071889, 1.564443035884811, 0.14696885910005936, 65, 34.65208260840359, 94.66666666666666, 'High Risk'),
(4437, 68, 16, '57:45.7', 36.04582297518361, 99.40628843, 119, 86, 43, 'Male', 92.34949749, 1.9159129168323192, 0.095128477, 33, 25.158399306281872, 97, 'Low Risk'),
(4438, 86, 13, '56:45.7', 37.49829080882101, 99.03912956713586, 128, 87, 48, 'Female', 89.27381538028911, 1.558175642, 0.071415441, 41, 36.769800552927386, 100.66666666666667, 'High Risk'),
(4439, 95, 13, '55:45.7', 36.85561354730609, 99.09261147, 120, 76, 43, 'Male', 81.07584717221117, 1.8121785898018243, 0.051735991095860356, 44, 24.688204448202047, 90.66666666666667, 'High Risk'),
(4440, 69, 13, '54:45.7', 37.31775474596794, 96.54616869, 137, 75, 87, 'Male', 94.50911649947065, 1.5590891075388078, 0.11890539652235838, 62, 38.88049885503964, 95.66666666666666, 'High Risk'),
(4441, 91, 13, '53:45.7', 36.86626236, 96.41459105, 139, 82, 66, 'Male', 77.39976202, 1.604876206897506, 0.13455829760848587, 57, 30.050835313128825, 101, 'High Risk'),
(4442, 60, 18, '52:45.7', 36.314582574720156, 96.25506272420124, 135, 75, 54, 'Female', 84.97510432376237, 1.5479705865439455, 0.12036243380597518, 60, 35.46225087869567, 95, 'High Risk'),
(4443, 80, 13, '51:45.7', 36.251955657924334, 95.08239587, 121, 70, 80, 'Male', 69.30794513, 1.8012816423635103, 0.11401544590967157, 51, 21.360911316067437, 87, 'Low Risk'),
(4444, 88, 12, '50:45.7', 36.88816087123243, 96.63482515472623, 114, 80, 61, 'Female', 92.32632261072078, 1.523138269293512, 0.071312225, 34, 39.79668318427647, 91.33333333333333, 'High Risk'),
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(4446, 96, 13, '48:45.7', 37.171706734389794, 96.76079528401618, 120, 78, 44, 'Male', 79.79684670201564, 1.5007881322823828, 0.079529948, 42, 35.42802612557193, 92, 'High Risk'),
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(4448, 93, 16, '46:45.7', 36.96571947838412, 96.12432821297938, 137, 73, 43, 'Female', 61.936016981685086, 1.9258104713651414, 0.088727424, 64, 16.699989013978573, 94.33333333333333, 'High Risk'),
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(4455, 88, 19, '39:45.7', 36.23640781, 96.23470008944147, 135, 71, 60, 'Female', 59.85961322800078, 1.9849531179382471, 0.12762182530183153, 64, 15.192645312609132, 92.33333333333333, 'High Risk'),
(4456, 79, 19, '38:45.7', 37.424929340566635, 96.90981699486082, 139, 85, 35, 'Male', 67.69167861, 1.8409430876119708, 0.094728075, 54, 19.973517694331683, 103, 'Low Risk'),
(4457, 62, 12, '37:45.7', 36.16087615442498, 96.80192111, 110, 88, 24, 'Male', 60.964788745888946, 1.749606775964163, 0.1455598933080173, 22, 19.91581893611406, 95.33333333333333, 'Low Risk'),
(4458, 89, 19, '36:45.7', 37.04610597631911, 98.64563958, 111, 80, 87, 'Male', 56.361618969739276, 1.9523100789307517, 0.08421031, 31, 14.787197277099848, 90.33333333333333, 'High Risk'),
(4459, 61, 18, '35:45.7', 36.272581302934384, 97.16862982157386, 122, 87, 60, 'Female', 79.94424874, 1.8061999979750931, 0.084896036, 35, 24.50504761829935, 98.66666666666667, 'Low Risk'),
(4460, 81, 15, '34:45.7', 36.50832582679917, 95.01712615005478, 135, 76, 43, 'Female', 79.30496464818802, 1.976436086389401, 0.14728257510756504, 59, 20.301813147015608, 95.66666666666666, 'Low Risk'),
(4461, 77, 17, '33:45.7', 37.17690241471408, 96.93674715096661, 119, 84, 77, 'Female', 79.05144756054554, 1.8727608817499706, 0.084215317, 35, 22.53954623005984, 95.66666666666667, 'Low Risk'),
(4462, 85, 16, '32:45.7', 36.461672182547524, 98.73227834441423, 133, 78, 86, 'Male', 99.35627194261417, 1.8579576003287925, 0.10803575310696423, 55, 28.782180316457975, 96.33333333333333, 'Low Risk'),
(4463, 74, 19, '31:45.7', 36.75702642901658, 97.88639171, 111, 77, 22, 'Male', 80.99434160007823, 1.8139929707834037, 0.083758584, 34, 24.61407274, 88.33333333333333, 'Low Risk'),
(4464, 82, 19, '30:45.7', 37.23006152871563, 96.50353776328997, 113, 73, 50, 'Male', 77.11092685882127, 1.5502077820641187, 0.095874706, 40, 32.08751597151361, 86.33333333333333, 'High Risk'),
(4465, 75, 14, '29:45.7', 37.02934259055282, 99.67238055492166, 127, 81, 23, 'Male', 92.86486108312226, 1.627815817395486, 0.14681593821774633, 46, 35.046195965379496, 96.33333333333333, 'High Risk'),
(4466, 78, 13, '28:45.7', 37.33490608451018, 97.90890321330836, 114, 82, 85, 'Male', 81.13666210434124, 1.7411494305474564, 0.068717678, 32, 26.763631829585247, 92.66666666666667, 'Low Risk'),
(4467, 71, 16, '27:45.7', 37.21843824987383, 96.81050090168043, 111, 88, 85, 'Male', 54.663638028461634, 1.8688936773489075, 0.053902585, 23, 15.650540558986165, 95.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(4469, 65, 19, '25:45.7', 37.25449015, 99.32906713666138, 138, 83, 38, 'Male', 97.22342355479086, 1.6245271029895456, 0.090857434, 55, 36.839776542250185, 101.33333333333333, 'High Risk'),
(4470, 66, 14, '24:45.7', 36.36294897228703, 98.79567888133957, 137, 83, 45, 'Female', 85.35589581179661, 1.778047798, 0.071868598, 54, 26.998936757549043, 101, 'Low Risk'),
(4471, 72, 13, '23:45.7', 37.05703646473802, 96.77471737717292, 117, 74, 28, 'Male', 64.64722424888242, 1.7435415482912007, 0.07874666, 43, 21.265974088005866, 88.33333333333333, 'Low Risk'),
(4472, 72, 12, '22:45.7', 36.28673175312403, 95.35875905282835, 113, 77, 61, 'Female', 77.61083211181636, 1.6819524344982621, 0.072191061, 36, 27.43436548985188, 89, 'Low Risk'),
(4473, 97, 15, '21:45.7', 36.91243028412034, 95.09170614, 139, 80, 29, 'Male', 80.96515883228189, 1.9636908175792178, 0.130734458, 59, 20.99674401714587, 99.66666666666666, 'High Risk'),
(4474, 78, 12, '20:45.7', 36.28176951767757, 99.93069202102619, 126, 89, 83, 'Female', 57.82150048260234, 1.5277249162922113, 0.082881036, 37, 24.77416547058781, 101.33333333333333, 'Low Risk'),
(4475, 69, 18, '19:45.7', 36.49771575174495, 97.12063635350441, 116, 71, 41, 'Female', 84.61096162246449, 1.7544486409570879, 0.096065916, 45, 27.488137349645456, 86, 'Low Risk'),
(4476, 68, 12, '18:45.7', 37.17663741977387, 98.42512026994666, 116, 73, 74, 'Female', 64.78078125099682, 1.8221306410147327, 0.095320241, 43, 19.511342775088195, 87.33333333333333, 'Low Risk'),
(4477, 68, 18, '17:45.7', 36.17075762656619, 95.01802156, 125, 88, 49, 'Female', 81.74977833704473, 1.6838524121844254, 0.1055143870103189, 37, 28.83225012897116, 100.33333333333333, 'Low Risk'),
(4478, 60, 17, '16:45.7', 36.56186363, 99.80779666707326, 119, 80, 41, 'Male', 96.10843081363703, 1.7357171094586783, 0.098857763, 39, 31.900948617091068, 93, 'High Risk'),
(4479, 92, 16, '15:45.7', 36.892659768360154, 98.85922257894465, 114, 74, 65, 'Male', 53.6378087, 1.5844538951283247, 0.14439132814188338, 40, 21.36543866886611, 87.33333333333333, 'High Risk'),
(4480, 72, 19, '14:45.7', 37.48921800619503, 98.77686287286824, 126, 84, 72, 'Male', 51.064975127493554, 1.5174723130404009, 0.088492263, 42, 22.175916254793854, 98, 'Low Risk'),
(4481, 80, 15, '13:45.7', 37.37646123349372, 98.69145614709241, 134, 72, 81, 'Male', 81.86737648043888, 1.5728670948441859, 0.11603551511736669, 62, 33.092289841635356, 92.66666666666666, 'High Risk'),
(4482, 75, 18, '12:45.7', 36.236963663739196, 96.49363065005471, 122, 82, 19, 'Male', 85.74487168492868, 1.7877568136529591, 0.10212155053907479, 40, 26.828183668250528, 95.33333333333333, 'Low Risk'),
(4483, 83, 14, '11:45.7', 36.80987283468406, 95.47077942567381, 118, 70, 83, 'Male', 55.32841075491314, 1.5047653603890963, 0.13328067763895296, 48, 24.43490333759151, 86, 'Low Risk'),
(4484, 77, 13, '10:45.7', 36.98987889557791, 99.64992995312751, 128, 78, 48, 'Female', 53.96888961431222, 1.948940361188847, 0.11715243664767203, 50, 14.208439535858528, 94.66666666666666, 'High Risk'),
(4485, 83, 16, '09:45.7', 37.08959364418498, 95.17010771232349, 115, 84, 47, 'Male', 82.89409375012426, 1.7694481548211876, 0.054733183209274616, 31, 26.475727558052537, 94.33333333333333, 'Low Risk'),
(4486, 69, 19, '08:45.7', 37.46892905848074, 97.36171809663372, 121, 84, 59, 'Female', 62.94818089733442, 1.8941084711645317, 0.12196524551118146, 37, 17.54581279665736, 96.33333333333333, 'High Risk'),
(4487, 94, 19, '07:45.7', 37.16484329549133, 95.86660718871595, 134, 77, 18, 'Female', 70.47326620941467, 1.633638555851428, 0.06927056, 57, 26.40659779379314, 96, 'High Risk'),
(4488, 92, 15, '06:45.7', 36.43387649443125, 95.28425263712565, 130, 79, 60, 'Male', 66.54928779516314, 1.8903718878463185, 0.11100619548959131, 51, 18.622968629396276, 96, 'High Risk'),
(4489, 66, 18, '05:45.7', 36.213880160769236, 99.97932229, 125, 75, 24, 'Male', 96.63309568815282, 1.888966717644707, 0.14525263316966092, 50, 27.081784666164353, 91.66666666666666, 'Low Risk'),
(4490, 87, 14, '04:45.7', 37.17376232624005, 96.06612725098677, 117, 71, 54, 'Male', 89.35740985071654, 1.9114147897299332, 0.1496907307209444, 46, 24.457985743255225, 86.33333333333333, 'Low Risk'),
(4491, 95, 16, '03:45.7', 36.965531835236185, 96.87359025315911, 110, 88, 81, 'Female', 83.28821386, 1.9515889606202395, 0.076519784, 22, 21.86788810502155, 95.33333333333333, 'High Risk'),
(4492, 79, 19, '02:45.7', 37.399866385286906, 95.80565470664764, 117, 78, 43, 'Female', 77.10768000539711, 1.7097865997074901, 0.1430995032499962, 39, 26.37629663501106, 91, 'Low Risk'),
(4493, 98, 17, '01:45.7', 36.35146051408075, 99.51424298, 112, 86, 71, 'Male', 53.66706113071659, 1.5668855788243357, 0.10412443706835628, 26, 21.859148807867896, 94.66666666666667, 'High Risk'),
(4494, 61, 12, '00:45.7', 36.992517312827324, 97.69954341812132, 137, 73, 71, 'Female', 60.41690197, 1.9518662640912656, 0.063888436, 64, 15.85836232859526, 94.33333333333333, 'High Risk'),
(4495, 93, 17, '59:45.7', 37.03281939624482, 98.29159968823815, 128, 89, 23, 'Female', 50.21189794854263, 1.919835862323645, 0.089813181, 39, 13.623178200001401, 102, 'High Risk'),
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(4673, 87, 14, '01:45.7', 36.14751406733158, 95.64198905544413, 118, 78, 32, 'Male', 77.07067981963091, 1.6008730552171089, 0.10208093737474766, 40, 30.072906215925066, 91.33333333333333, 'High Risk'),
(4674, 85, 18, '00:45.7', 36.18930573821369, 99.97462807, 113, 84, 47, 'Female', 73.22165185, 1.889659756, 0.148229666, 29, 20.50559116448266, 93.66666666666667, 'Low Risk'),
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(4685, 61, 18, '49:45.7', 36.91692712011355, 98.19882477534787, 127, 73, 65, 'Female', 76.64042303799008, 1.922681463640708, 0.10146862576886076, 54, 20.73209616394988, 91, 'Low Risk'),
(4686, 91, 15, '48:45.7', 36.032899737299736, 95.97090087738633, 138, 77, 50, 'Male', 84.35907472, 1.5811626467976112, 0.1372309796541397, 61, 33.74261335057968, 97.33333333333333, 'High Risk'),
(4687, 82, 12, '47:45.7', 36.9215368, 97.72567387703089, 111, 82, 24, 'Male', 65.13993486458331, 1.7362446760285577, 0.10250845136897527, 29, 21.60854206484264, 91.66666666666667, 'Low Risk'),
(4688, 60, 14, '46:45.7', 36.88010569709608, 95.39570855702453, 113, 75, 27, 'Female', 92.36794662708039, 1.7975644567060924, 0.088777564, 38, 28.58593124764228, 87.66666666666667, 'Low Risk'),
(4689, 72, 16, '45:45.7', 36.07222950652409, 96.58578788, 126, 82, 71, 'Male', 85.03623185918534, 1.5350087222215325, 0.089098838, 44, 36.08962025134899, 96.66666666666667, 'High Risk'),
(4690, 60, 18, '44:45.7', 36.49076996560966, 97.76672129720617, 115, 77, 73, 'Female', 69.78440757, 1.9616447363436496, 0.067539884, 38, 18.13500507397153, 89.66666666666667, 'High Risk'),
(4691, 88, 15, '43:45.7', 36.675860740262934, 95.36364182203324, 138, 85, 71, 'Male', 83.62924069053136, 1.5757923277925234, 0.079776488, 53, 33.67907773606237, 102.66666666666666, 'High Risk'),
(4692, 91, 13, '42:45.7', 36.28129177105867, 97.45466634727265, 132, 86, 62, 'Female', 74.66749336540641, 1.818277319854773, 0.052713178652988135, 46, 22.584544132802943, 101.33333333333333, 'High Risk'),
(4693, 88, 13, '41:45.7', 36.49067663, 98.26494088794068, 124, 86, 30, 'Female', 81.23228465834117, 1.5433881147931217, 0.099834784, 38, 34.10188337728578, 98.66666666666667, 'High Risk'),
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(4698, 89, 16, '36:45.7', 36.02438979957992, 96.63572454106408, 129, 79, 82, 'Male', 95.57944644050232, 1.5784474152734207, 0.13187927174374853, 50, 38.362267941342346, 95.66666666666666, 'High Risk'),
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(4701, 85, 13, '33:45.7', 37.25079983052387, 96.52725822132594, 121, 84, 51, 'Female', 70.98733668580763, 1.731310674495842, 0.14186682668968792, 37, 23.68268121608668, 96.33333333333333, 'Low Risk'),
(4702, 78, 15, '32:45.7', 36.627947773626275, 99.25213178393061, 114, 88, 89, 'Male', 64.14911388121877, 1.8489349861476247, 0.10339374164963094, 26, 18.764948674658402, 96.66666666666667, 'Low Risk'),
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(4704, 67, 19, '30:45.7', 37.12552148496355, 99.72574594538672, 112, 71, 62, 'Female', 56.54341305, 1.588946052410805, 0.065975523, 41, 22.39565222587015, 84.66666666666667, 'Low Risk'),
(4705, 94, 17, '29:45.7', 37.07875463347552, 99.24144327837627, 133, 71, 76, 'Female', 67.14623567586601, 1.7615239131307958, 0.11915697756948945, 62, 21.63936856905136, 91.66666666666666, 'High Risk'),
(4706, 88, 18, '28:45.7', 36.45927124148667, 97.53025538243331, 125, 89, 82, 'Female', 51.65642059856946, 1.7961884695043318, 0.14296892769546976, 36, 16.011075345818035, 101, 'High Risk'),
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(4708, 98, 14, '26:45.7', 37.27344657201275, 95.10408288472242, 112, 73, 37, 'Male', 73.69548880595218, 1.7595910376910502, 0.11079078104280242, 39, 23.80221760193852, 86, 'High Risk'),
(4709, 72, 13, '25:45.7', 37.42274101551518, 99.72797198696203, 115, 78, 76, 'Female', 60.084345520378676, 1.8966755680797656, 0.090104467, 37, 16.702259813593724, 90.33333333333333, 'High Risk'),
(4710, 84, 15, '24:45.7', 36.21116316336935, 99.61466251, 132, 81, 20, 'Male', 50.305289610861266, 1.609762445783425, 0.076914005, 51, 19.4128845, 98, 'Low Risk'),
(4711, 67, 19, '23:45.7', 37.231659810256836, 95.55048539250265, 136, 82, 57, 'Male', 96.98068492, 1.6139903228383352, 0.13008403342120395, 54, 37.22917343435412, 100, 'High Risk'),
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(4717, 94, 13, '17:45.7', 37.141421640113364, 97.98429256, 139, 86, 89, 'Male', 84.81665146975293, 1.513110433486132, 0.14747891829799514, 53, 37.04587618, 103.66666666666666, 'High Risk'),
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(4720, 89, 19, '14:45.7', 37.01408497397327, 97.40530483626819, 136, 86, 58, 'Male', 63.88226151195324, 1.919777591873661, 0.061654340093849916, 50, 17.333187938171495, 102.66666666666666, 'High Risk'),
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(4722, 82, 14, '12:45.7', 36.265519795698154, 95.45010642135341, 119, 80, 18, 'Male', 55.43247231144181, 1.520543883603304, 0.068319738, 39, 23.975425944634427, 93, 'Low Risk'),
(4723, 95, 14, '11:45.7', 36.535116262287836, 96.47575706371616, 133, 73, 27, 'Female', 88.54594917649425, 1.871048866165533, 0.1274740269677519, 60, 25.292888967894058, 93, 'High Risk'),
(4724, 60, 16, '10:45.7', 37.032242144373484, 96.93791342966061, 121, 75, 70, 'Female', 85.14736394005214, 1.7566292159728634, 0.074015749, 46, 27.593767716076815, 90.33333333333333, 'Low Risk'),
(4725, 86, 18, '09:45.7', 36.08849180287086, 96.49534871721268, 117, 86, 79, 'Male', 55.355520890081806, 1.837945607267398, 0.09444601, 31, 16.386855820801188, 96.33333333333333, 'High Risk'),
(4726, 64, 12, '08:45.7', 36.813687258858685, 95.81720337021835, 139, 83, 46, 'Male', 55.03602526597262, 1.7606071560682641, 0.083258627, 56, 17.755059657858382, 101.66666666666666, 'High Risk'),
(4727, 69, 18, '07:45.7', 36.513259308882226, 95.82325284325891, 112, 86, 29, 'Female', 72.15703022402587, 1.8517712872413914, 0.1053927232265747, 26, 21.042820904701426, 94.66666666666667, 'Low Risk'),
(4728, 66, 18, '06:45.7', 36.270887563265546, 98.24473917479517, 112, 79, 43, 'Male', 86.79890170850399, 1.9962480490718526, 0.12946692694330025, 33, 21.781371408969573, 90, 'Low Risk'),
(4729, 89, 17, '05:45.7', 37.015756680294466, 97.30961501, 137, 81, 56, 'Male', 74.10892872500654, 1.6774375673259487, 0.12410362564972983, 56, 26.337697494157524, 99.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(4731, 61, 17, '03:45.7', 37.41188426420092, 95.70718693669258, 137, 70, 39, 'Male', 81.174319, 1.9530004528673253, 0.14267859393793042, 67, 21.282074829472013, 92.33333333333333, 'Low Risk'),
(4732, 82, 16, '02:45.7', 36.307267462240375, 96.97353062858718, 114, 84, 37, 'Male', 54.557800728594955, 1.7088755200165684, 0.10620988030641648, 30, 18.68254333461287, 94, 'Low Risk'),
(4733, 86, 17, '01:45.7', 37.30584019601029, 95.79926567009466, 115, 77, 76, 'Male', 79.55151675319864, 1.7024426048070427, 0.13007310008119416, 38, 27.447545008346655, 89.66666666666667, 'Low Risk'),
(4734, 89, 18, '00:45.7', 36.211844013577334, 97.23298118918824, 110, 74, 24, 'Male', 75.18478114779036, 1.512670319509075, 0.12307585106402247, 36, 32.85801841989254, 86, 'High Risk'),
(4735, 65, 18, '59:45.7', 36.39864992128075, 96.92239400614311, 112, 88, 39, 'Female', 62.35079483710187, 1.9623926698830871, 0.10199399494015754, 24, 16.190869345344595, 96, 'High Risk'),
(4736, 76, 18, '58:45.7', 36.05661029159406, 99.61304678072814, 125, 83, 82, 'Female', 87.98876175412343, 1.7994285398590828, 0.13219782853260487, 42, 27.174276956175618, 97, 'Low Risk'),
(4737, 86, 17, '57:45.7', 36.721776028075574, 99.66141431756263, 112, 73, 52, 'Male', 59.03891366002727, 1.6393625804898546, 0.11539680042678711, 39, 21.967888827432358, 86, 'Low Risk'),
(4738, 86, 19, '56:45.7', 36.42321429170123, 95.27748833, 122, 84, 46, 'Female', 55.494254329620276, 1.544003335926297, 0.14586599602756528, 38, 23.27831558041339, 96.66666666666667, 'Low Risk'),
(4739, 74, 14, '55:45.7', 36.70119337523982, 97.44035064103997, 117, 71, 60, 'Female', 83.39641971, 1.9263172981210137, 0.1483750934060995, 46, 22.474588937359727, 86.33333333333333, 'Low Risk'),
(4740, 84, 16, '54:45.7', 36.84069835540943, 95.16851121376308, 111, 80, 35, 'Female', 71.32466539571489, 1.916467167269187, 0.068285068, 31, 19.419452262737984, 90.33333333333333, 'Low Risk'),
(4741, 68, 14, '53:45.7', 36.20767165354798, 97.81249966473217, 138, 71, 51, 'Female', 92.81572180193089, 1.6935629485098158, 0.080146937, 67, 32.36077091289836, 93.33333333333333, 'High Risk'),
(4742, 79, 15, '52:45.7', 36.18036775334747, 95.42900514560283, 119, 82, 73, 'Male', 82.71034328164146, 1.608211517481862, 0.12426985527091075, 37, 31.979633864900794, 94.33333333333333, 'High Risk'),
(4743, 89, 19, '51:45.7', 36.17611511924446, 95.66568329173315, 110, 79, 27, 'Male', 59.30259917896625, 1.5169281019477654, 0.080147632, 31, 25.771739603010317, 89.33333333333333, 'Low Risk'),
(4744, 71, 18, '50:45.7', 36.48091918880645, 98.43292026, 110, 71, 18, 'Male', 90.19881575280499, 1.8623509325946515, 0.096284968, 39, 26.006253650016617, 84, 'Low Risk'),
(4745, 81, 14, '49:45.7', 36.434494408528934, 97.8792517, 135, 86, 41, 'Female', 74.79159376071627, 1.8125362299546062, 0.14307505316539065, 49, 22.765615437906042, 102.33333333333333, 'Low Risk'),
(4746, 62, 19, '48:45.7', 36.631883099035036, 95.90215344783145, 134, 83, 21, 'Female', 63.213478533890616, 1.8478217838926425, 0.076574489, 51, 18.513542360821933, 100, 'Low Risk'),
(4747, 86, 18, '47:45.7', 36.44217431123903, 99.03837918981844, 138, 73, 22, 'Female', 64.28918124694687, 1.589285503765207, 0.052820392, 65, 25.45271124884895, 94.66666666666666, 'Low Risk'),
(4748, 64, 18, '46:45.7', 36.801651106713344, 95.48215142726455, 125, 74, 29, 'Male', 73.81700088746341, 1.9159070443333026, 0.12479135753210933, 51, 20.10978964737641, 91, 'Low Risk'),
(4749, 82, 18, '45:45.7', 37.215656408945044, 98.02836042023083, 113, 77, 74, 'Male', 91.98675934704247, 1.597526427645247, 0.10995544290977682, 36, 36.04368755965839, 89, 'High Risk'),
(4750, 78, 15, '44:45.7', 36.399003594843876, 96.86681055616138, 113, 70, 75, 'Male', 88.88498468942696, 1.7107773317252577, 0.1221728799002326, 43, 30.369764745904963, 84.33333333333333, 'High Risk'),
(4751, 98, 14, '43:45.7', 36.121781214679196, 96.75987147548298, 137, 73, 35, 'Male', 75.18405375789293, 1.8901682345417972, 0.14829340165110638, 64, 21.043831592253966, 94.33333333333333, 'High Risk'),
(4752, 61, 13, '42:45.7', 37.21343776678743, 99.33698261753209, 124, 71, 82, 'Male', 89.03020468018937, 1.5341154108685129, 0.098520837, 53, 37.828690394103745, 88.66666666666666, 'High Risk'),
(4753, 64, 17, '41:45.7', 36.441694557062256, 99.99320332706958, 133, 83, 43, 'Female', 58.146636842915925, 1.7735158775541426, 0.10695241370713143, 50, 18.486489087652792, 99.66666666666666, 'High Risk'),
(4754, 99, 18, '40:45.7', 36.352587634162504, 98.92054226746153, 123, 75, 45, 'Female', 61.12318483526152, 1.516043193066772, 0.1399610259615942, 48, 26.593948631255834, 91, 'High Risk'),
(4755, 79, 13, '39:45.7', 36.12377392661793, 95.40829982382061, 136, 81, 82, 'Female', 86.59282668853206, 1.6543690762857102, 0.079416439, 55, 31.63858919841442, 99.33333333333333, 'High Risk'),
(4756, 87, 19, '38:45.7', 37.188476527459024, 97.27116438596025, 114, 75, 60, 'Female', 82.87257282, 1.9917604599940901, 0.1034624064664286, 39, 20.889911916529265, 88, 'Low Risk'),
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(4933, 67, 14, '41:45.7', 36.66131437123403, 95.80819821663987, 127, 82, 47, 'Male', 64.47740527418634, 1.5347933650139254, 0.11347341967868788, 45, 27.372075295285143, 97, 'Low Risk'),
(4934, 80, 12, '40:45.7', 36.79083698272781, 95.08739575778692, 125, 78, 26, 'Female', 56.39030275710243, 1.8342915883416024, 0.092904889, 47, 16.759755449917435, 93.66666666666667, 'High Risk'),
(4935, 71, 18, '39:45.7', 36.74352551768589, 97.85891555468784, 128, 80, 36, 'Female', 67.66623499299682, 1.6552340876291465, 0.096626906, 48, 24.69750997770918, 96, 'Low Risk'),
(4936, 66, 17, '38:45.7', 37.17277437356391, 95.30433665393157, 111, 83, 37, 'Male', 92.31925722066194, 1.780849623420901, 0.12775681622547191, 28, 29.10970498212179, 92.33333333333333, 'Low Risk'),
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(4941, 91, 12, '33:45.7', 36.15562057859737, 98.47837635232106, 126, 85, 54, 'Male', 79.97200979186992, 1.740388200470489, 0.13202794384194294, 41, 26.402542484031926, 98.66666666666667, 'High Risk'),
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(4944, 60, 15, '30:45.7', 36.28389068355429, 96.55806143721901, 124, 84, 74, 'Male', 89.90756727363981, 1.6889339246057677, 0.12690851585750962, 40, 31.51889099460634, 97.33333333333333, 'High Risk'),
(4945, 83, 15, '29:45.7', 36.434484874149746, 96.38473022960818, 110, 74, 87, 'Male', 54.13097890721893, 1.695280327519489, 0.067601737, 36, 18.83487907264786, 86, 'Low Risk'),
(4946, 65, 18, '28:45.7', 36.06551411338881, 97.18493275, 130, 74, 76, 'Male', 58.264977040548644, 1.7250771049984581, 0.063751914, 56, 19.57900228, 92.66666666666666, 'Low Risk'),
(4947, 60, 14, '27:45.7', 37.16319675484519, 99.92552857781189, 127, 84, 49, 'Male', 69.44573632, 1.7559776767834556, 0.086763268, 43, 22.522033800099308, 98.33333333333333, 'Low Risk'),
(4948, 95, 13, '26:45.7', 37.339077151894855, 99.63307951672711, 137, 71, 68, 'Female', 70.18563076314365, 1.9777687021391024, 0.13149869700146094, 66, 17.943088837362843, 93, 'High Risk'),
(4949, 70, 17, '25:45.7', 36.74169030540506, 99.58901594589565, 126, 71, 35, 'Female', 76.64444207989705, 1.8213127165851606, 0.0835852, 55, 23.105300831427687, 89.33333333333333, 'Low Risk'),
(4950, 89, 15, '24:45.7', 36.02593688, 96.73711890732919, 139, 81, 79, 'Male', 94.52166163307922, 1.9030324759868311, 0.12407673290062167, 58, 26.099906296974602, 100.33333333333333, 'Low Risk'),
(4951, 77, 13, '23:45.7', 37.07161819629909, 99.86917839691422, 112, 85, 23, 'Female', 88.25587976754035, 1.9892058544905837, 0.075263019, 27, 22.30407368, 94, 'Low Risk'),
(4952, 78, 18, '22:45.7', 37.40290627071637, 98.80760626107383, 128, 88, 32, 'Female', 76.00523712867839, 1.6226161048920666, 0.14581497042330754, 40, 28.867684754710638, 101.33333333333333, 'Low Risk'),
(4953, 70, 17, '21:45.7', 36.76251965229455, 99.06784260595877, 131, 85, 20, 'Female', 70.17511535958278, 1.5781565383329097, 0.074517859, 46, 28.17623607, 100.33333333333333, 'Low Risk'),
(4954, 79, 17, '20:45.7', 36.23858065974038, 95.49067074, 128, 71, 64, 'Female', 94.43146894544795, 1.522005549045244, 0.10597924891619703, 57, 40.764702184705186, 90, 'High Risk'),
(4955, 97, 13, '19:45.7', 36.77908890992184, 98.27892680285962, 110, 88, 29, 'Male', 54.19848491747998, 1.719562760555719, 0.12428741224335572, 22, 18.32951964283837, 95.33333333333333, 'High Risk'),
(4956, 73, 13, '18:45.7', 37.32288019090241, 99.35242102, 138, 86, 83, 'Female', 98.91656304, 1.6419775109840462, 0.061658485, 52, 36.68889304942668, 103.33333333333333, 'High Risk'),
(4957, 63, 15, '17:45.7', 36.48700390692638, 95.09736651635325, 133, 74, 74, 'Female', 73.31385718497913, 1.9669183272750506, 0.11494055061841087, 59, 18.950183302049215, 93.66666666666666, 'Low Risk'),
(4958, 96, 12, '16:45.7', 36.33598730413506, 99.56476553344334, 115, 83, 62, 'Female', 97.12357618426185, 1.8786463931719974, 0.084268819, 32, 27.519122349678494, 93.66666666666667, 'High Risk'),
(4959, 63, 17, '15:45.7', 36.589394952851954, 95.64759310227014, 119, 75, 74, 'Female', 94.53020012260397, 1.750275341518568, 0.11292479984804578, 44, 30.85729330750297, 89.66666666666667, 'High Risk'),
(4960, 95, 18, '14:45.7', 36.75726455532135, 95.09807402162033, 131, 81, 64, 'Female', 79.91797187519856, 1.751886002248124, 0.0754428, 50, 26.039507675916486, 97.66666666666666, 'High Risk'),
(4961, 67, 15, '13:45.7', 36.000286188406754, 97.84718090563021, 123, 73, 63, 'Female', 92.46921053640023, 1.712355722468493, 0.099867905, 50, 31.536186180546764, 89.66666666666666, 'High Risk'),
(4962, 70, 19, '12:45.7', 37.40099347351832, 97.12191442706572, 138, 86, 74, 'Male', 73.82511432762907, 1.7984958204595654, 0.1259231111118671, 52, 22.823658597809818, 103.33333333333333, 'Low Risk'),
(4963, 80, 16, '11:45.7', 37.07001628105011, 95.47571575512254, 113, 88, 72, 'Male', 98.05704325003228, 1.8068085667313196, 0.075495802, 25, 30.036858703452697, 96.33333333333333, 'High Risk'),
(4964, 88, 19, '10:45.7', 36.35015203391094, 95.87147958088603, 138, 87, 48, 'Female', 60.55022912496925, 1.5218877254275114, 0.098871336, 51, 26.142707407612587, 104, 'Low Risk'),
(4965, 68, 13, '09:45.7', 36.692462744585725, 97.40595739907722, 136, 71, 23, 'Female', 88.71495980586565, 1.8973028645559207, 0.088206969, 65, 24.644699967708537, 92.66666666666666, 'Low Risk'),
(4966, 68, 16, '08:45.7', 36.568058468143036, 95.92468625958759, 112, 78, 60, 'Female', 74.22378534179786, 1.6349985553104003, 0.074349408, 34, 27.765682466149315, 89.33333333333333, 'Low Risk'),
(4967, 77, 19, '07:45.7', 36.59147883600045, 98.10676093, 128, 85, 76, 'Male', 82.24444778299244, 1.7185672373020102, 0.078954057, 43, 27.846686954963904, 99.33333333333333, 'Low Risk'),
(4968, 77, 16, '06:45.7', 37.424556730470854, 99.21690326028833, 135, 77, 24, 'Male', 56.039434965555664, 1.630752624670628, 0.13719873603013183, 58, 21.07257340555848, 96.33333333333333, 'Low Risk'),
(4969, 65, 19, '05:45.7', 36.62137615450289, 96.07182870670947, 131, 78, 73, 'Male', 87.14354339089437, 1.9401101064633264, 0.077846405, 53, 23.151677226839837, 95.66666666666666, 'Low Risk'),
(4970, 91, 13, '04:45.7', 36.44286781887217, 97.20317594192855, 114, 87, 85, 'Female', 74.43515219671957, 1.8783263111336221, 0.11823251093737762, 27, 21.097742947348383, 96, 'High Risk'),
(4971, 89, 15, '03:45.7', 36.03099145, 98.81821804615264, 118, 74, 82, 'Male', 86.60312392, 1.5205360049137655, 0.13751932666290478, 44, 37.45761671455965, 88.66666666666667, 'High Risk'),
(4972, 76, 15, '02:45.7', 36.86588826606938, 99.19847871662738, 138, 77, 81, 'Female', 58.21658312125628, 1.863742274182403, 0.14395086394461337, 61, 16.760038026671964, 97.33333333333333, 'High Risk'),
(4973, 82, 18, '01:45.7', 36.825506787965494, 98.05479610147209, 131, 77, 40, 'Female', 97.94638245106218, 1.9577924716906705, 0.096619936, 54, 25.55377650151617, 95, 'Low Risk'),
(4974, 95, 17, '00:45.7', 36.94996965434434, 99.91723447283236, 111, 81, 81, 'Male', 71.55998206, 1.592175017081197, 0.053383626001347606, 30, 28.22855274921635, 91, 'High Risk'),
(4975, 95, 14, '59:45.7', 36.97835464462171, 96.65810847257374, 119, 70, 32, 'Male', 67.80475894061476, 1.5400856529091613, 0.091901954, 49, 28.587121409571054, 86.33333333333333, 'High Risk'),
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(4977, 87, 19, '57:45.7', 36.11090881086521, 99.54120748847483, 129, 81, 57, 'Male', 79.87789056, 1.8260083190373761, 0.070785811, 48, 23.95637395821004, 97, 'Low Risk'),
(4978, 92, 12, '56:45.7', 36.83930794148024, 99.38949032420405, 118, 89, 62, 'Female', 95.28263268004048, 1.7201864602670884, 0.062747037, 29, 32.200506153660086, 98.66666666666667, 'High Risk'),
(4979, 62, 19, '55:45.7', 36.80707503648344, 96.22026578, 130, 87, 72, 'Male', 64.42209633187628, 1.831453047550763, 0.076719749, 43, 19.206280814870905, 101.33333333333333, 'Low Risk'),
(4980, 71, 13, '54:45.7', 37.275027306557995, 95.24285098729196, 138, 87, 70, 'Female', 96.81018087916138, 1.9585392040509415, 0.083416033, 51, 25.238090485297327, 104, 'Low Risk'),
(4981, 78, 14, '53:45.7', 36.37038334428291, 97.91380169425499, 136, 87, 69, 'Female', 61.33524636192654, 1.550439853, 0.076481291, 49, 25.515275838852105, 103.33333333333333, 'Low Risk'),
(4982, 84, 18, '52:45.7', 36.560384097150504, 98.91693334577594, 123, 79, 45, 'Female', 73.26633760874546, 1.7283464611164376, 0.11384256920622199, 44, 24.52691202811343, 93.66666666666667, 'Low Risk'),
(4983, 84, 15, '51:45.7', 36.14614646735963, 99.42096863962338, 129, 77, 57, 'Female', 50.26762123742412, 1.7824726053970317, 0.098325094, 52, 15.821316048182313, 94.33333333333333, 'High Risk'),
(4984, 60, 15, '50:45.7', 37.35969226, 97.59069415, 114, 73, 73, 'Female', 78.30675421, 1.7578991037779934, 0.10431498789647964, 41, 25.340275575461533, 86.66666666666667, 'Low Risk'),
(4985, 68, 14, '49:45.7', 36.71499934874644, 98.01305503773017, 129, 70, 82, 'Female', 57.00470149919444, 1.5576732919271439, 0.081183196, 59, 23.494052174212758, 89.66666666666666, 'Low Risk'),
(4986, 83, 18, '48:45.7', 36.18857806843786, 98.54727202430534, 129, 77, 61, 'Female', 50.27192327543136, 1.8637300021574852, 0.050445744, 52, 14.47303150688609, 94.33333333333333, 'High Risk'),
(4987, 61, 14, '47:45.7', 36.20383920593709, 97.93435688354238, 122, 78, 83, 'Female', 81.13716918647884, 1.523517537992607, 0.052741048, 44, 34.95625795326426, 92.66666666666667, 'High Risk'),
(4988, 89, 16, '46:45.7', 36.26455037080483, 98.42261148048863, 138, 89, 63, 'Female', 91.34973071393667, 1.819559583692572, 0.071105583, 49, 27.591461676762794, 105.33333333333333, 'Low Risk'),
(4989, 98, 15, '45:45.7', 37.092790663718034, 98.23176558531603, 130, 74, 49, 'Female', 69.28963649173166, 1.871156043911253, 0.090550266, 56, 19.79011279365534, 92.66666666666666, 'High Risk'),
(4990, 98, 18, '44:45.7', 36.465080039971305, 98.36994114095882, 118, 85, 87, 'Male', 59.631719235150456, 1.6899687123874227, 0.092598868, 33, 20.879495558926706, 96, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(4992, 79, 17, '42:45.7', 36.141014860097975, 95.69168790272363, 129, 80, 64, 'Male', 67.50177965965999, 1.918171145671816, 0.050302196039145854, 49, 18.345963091021574, 96.33333333333333, 'High Risk'),
(4993, 85, 17, '41:45.7', 36.93389084564607, 95.65586295, 122, 79, 21, 'Female', 82.43715276121085, 1.6841262237094028, 0.061506163, 43, 29.065226177541856, 93.33333333333333, 'Low Risk'),
(4994, 65, 17, '40:45.7', 37.26874167096559, 97.21129389650389, 126, 74, 38, 'Male', 71.39868358128649, 1.7130272537229985, 0.094984594, 52, 24.331095284305466, 91.33333333333333, 'Low Risk'),
(4995, 81, 19, '39:45.7', 37.199833218040474, 97.51623364487791, 121, 72, 61, 'Male', 56.93996654022166, 1.5485584488863733, 0.13222786104446727, 49, 23.74444394, 88.33333333333333, 'Low Risk'),
(4996, 94, 14, '38:45.7', 37.27770471970215, 99.39481245582236, 134, 80, 79, 'Female', 56.73706048905389, 1.8576521073111452, 0.11619121024218106, 54, 16.441372252112465, 98, 'High Risk'),
(4997, 93, 14, '37:45.7', 36.93509481000047, 98.51124695785919, 136, 74, 53, 'Male', 72.49674049301608, 1.9262371456172949, 0.099540289, 62, 19.538848869876833, 94.66666666666666, 'High Risk'),
(4998, 98, 12, '36:45.7', 36.487620863755296, 95.60315520960344, 111, 80, 52, 'Female', 87.42942634501051, 1.7324062008632226, 0.14261954758899675, 31, 29.13118624124785, 90.33333333333333, 'High Risk'),
(4999, 87, 12, '35:45.7', 36.31572133018477, 99.50766493896359, 131, 76, 39, 'Female', 69.63844461920789, 1.500451179148526, 0.11535534523708858, 55, 30.931809315768557, 94.33333333333333, 'High Risk'),
(5000, 97, 17, '34:45.7', 36.401602792478954, 97.12736050970041, 132, 75, 80, 'Female', 86.52279041751275, 1.525956956502679, 0.060824333945202085, 57, 37.15745414008441, 94, 'High Risk'),
(5001, 64, 18, '33:45.7', 36.291930727221725, 99.36974180409183, 124, 79, 55, 'Female', 59.84132844280967, 1.6385175921469235, 0.107015246, 45, 22.289432375861015, 94, 'Low Risk'),
(5002, 79, 18, '32:45.7', 36.19597898435793, 99.66834143278932, 119, 80, 64, 'Male', 69.93240872861648, 1.6721753094905267, 0.093583371, 39, 25.01006808749047, 93, 'Low Risk'),
(5003, 93, 12, '31:45.7', 36.12873145578935, 96.87347579568925, 132, 83, 83, 'Female', 61.672502584254595, 1.9871597157517744, 0.063206782, 49, 15.61802173743491, 99.33333333333333, 'High Risk'),
(5004, 81, 16, '30:45.7', 36.33188102, 96.94564135592077, 138, 85, 20, 'Male', 86.32021755900587, 1.685833643816098, 0.13263670617831025, 53, 30.37267848303342, 102.66666666666666, 'High Risk'),
(5005, 64, 18, '29:45.7', 37.495743657325484, 96.34580248711593, 132, 87, 54, 'Male', 69.06313919901947, 1.872246724925936, 0.14205059695449518, 45, 19.702446449582208, 102, 'Low Risk'),
(5006, 85, 14, '28:45.7', 36.732839223998354, 97.14384312114214, 118, 86, 54, 'Male', 78.78906618844232, 1.9254063038723885, 0.11419679462865508, 32, 21.253045621236854, 96.66666666666667, 'Low Risk'),
(5007, 67, 14, '27:45.7', 36.20228549320959, 99.83217207164748, 139, 82, 60, 'Male', 50.545332688201476, 1.8657652656399204, 0.089139755, 57, 14.52001456556008, 101, 'High Risk'),
(5008, 96, 17, '26:45.7', 36.03996938, 99.28029058704753, 124, 76, 31, 'Female', 51.021261855914574, 1.6811375625742513, 0.1136381246412566, 48, 18.052805016419228, 92, 'High Risk'),
(5009, 91, 18, '25:45.7', 36.711503060045864, 97.00062291449788, 129, 82, 37, 'Male', 68.10676241193704, 1.9760385317479134, 0.0737518, 47, 17.44212594229695, 97.66666666666667, 'High Risk'),
(5010, 62, 14, '24:45.7', 36.003337884812595, 98.50281169257738, 124, 84, 60, 'Male', 53.096170791473995, 1.5413369949353164, 0.12185189338805989, 40, 22.34950953063524, 97.33333333333333, 'Low Risk'),
(5011, 85, 17, '23:45.7', 36.97207881, 97.62150320920935, 110, 87, 70, 'Male', 67.08435156491726, 1.6548271666642744, 0.085384482, 23, 24.497171487804412, 94.66666666666667, 'Low Risk'),
(5012, 72, 15, '22:45.7', 36.49309202787875, 96.27130623715925, 117, 73, 63, 'Male', 89.82794564755731, 1.550004632, 0.12317449474462903, 44, 37.38913997854156, 87.66666666666667, 'High Risk'),
(5013, 65, 18, '21:45.7', 36.57909042932513, 97.43114750084908, 119, 73, 60, 'Male', 63.96353911404358, 1.5720009445133931, 0.063949926, 46, 25.883731138994055, 88.33333333333333, 'Low Risk'),
(5014, 95, 16, '20:45.7', 37.09992603854839, 98.79845769458005, 110, 89, 23, 'Female', 93.87104021361318, 1.9897535465897604, 0.055605061, 21, 23.71008197447218, 96, 'High Risk'),
(5015, 90, 14, '19:45.7', 36.32827577324041, 98.23423047780014, 116, 71, 69, 'Female', 86.47231531, 1.9582970290541124, 0.095965565, 45, 22.54861946005076, 86, 'Low Risk'),
(5016, 69, 16, '18:45.7', 36.04474579156855, 95.82842035191622, 132, 85, 73, 'Female', 75.55548359189903, 1.7871444034909505, 0.10899730692793291, 47, 23.656293441523133, 100.66666666666667, 'Low Risk'),
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(5194, 72, 14, '20:45.7', 36.442583629071095, 98.41408324237608, 123, 89, 21, 'Male', 67.16849415147453, 1.9309288393770703, 0.13327947879434177, 34, 18.01495053473637, 100.33333333333333, 'High Risk'),
(5195, 62, 18, '19:45.7', 37.33535112986364, 97.00852697714785, 135, 82, 70, 'Male', 79.19831005951227, 1.859123233105482, 0.14793149266875594, 53, 22.913928746949274, 99.66666666666666, 'Low Risk'),
(5196, 96, 12, '18:45.7', 37.26191219994274, 98.02162332448857, 136, 73, 73, 'Female', 94.84474640327444, 1.815661784784024, 0.13705477159039192, 63, 28.77023265990552, 94, 'High Risk'),
(5197, 73, 19, '17:45.7', 36.984728815243635, 97.09705371344442, 133, 80, 65, 'Female', 89.98666615824015, 1.717813157886659, 0.093014076, 53, 30.49483672119532, 97.66666666666666, 'High Risk'),
(5198, 83, 18, '16:45.7', 36.37336107215798, 95.81817863250434, 131, 80, 18, 'Male', 63.877431481124866, 1.5923315911480043, 0.094059904, 51, 25.19303105357848, 97, 'Low Risk'),
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(5207, 71, 13, '07:45.7', 36.21430096884522, 97.34371901646713, 135, 77, 23, 'Female', 53.94601063, 1.561470671089731, 0.10853463885542791, 58, 22.12542751014111, 96.33333333333333, 'Low Risk'),
(5208, 91, 17, '06:45.7', 36.14369562973296, 95.57983684902226, 130, 85, 56, 'Female', 65.05017862926059, 1.7033328519190924, 0.063282742, 45, 22.420714480897576, 100, 'High Risk'),
(5209, 71, 19, '05:45.7', 36.81116590671852, 98.50431002507773, 117, 87, 81, 'Female', 97.28239784977544, 1.6097057111743402, 0.058617871, 30, 37.54406532567412, 97, 'High Risk'),
(5210, 61, 14, '04:45.7', 37.26295233883298, 98.17309024330726, 119, 72, 31, 'Female', 56.97320597850794, 1.5665243020482424, 0.079289497, 47, 23.21648059592514, 87.66666666666667, 'Low Risk'),
(5211, 68, 15, '03:45.7', 36.074376600856134, 98.42910768859493, 111, 89, 24, 'Female', 63.98685609, 1.8826240143408695, 0.10416203795066262, 22, 18.053590356656244, 96.33333333333333, 'High Risk'),
(5212, 85, 18, '02:45.7', 37.43789296195759, 97.90211034363993, 136, 72, 39, 'Male', 53.67744222691041, 1.6413886147012944, 0.1133698965967682, 64, 19.923653486328202, 93.33333333333333, 'Low Risk'),
(5213, 90, 12, '01:45.7', 36.577518001264266, 96.18074219, 133, 79, 61, 'Male', 71.69793071481283, 1.6358589420359482, 0.088007762, 54, 26.792603495152036, 97, 'Low Risk'),
(5214, 93, 12, '00:45.7', 36.587005144881275, 95.58887327110129, 127, 88, 40, 'Female', 50.989381426117205, 1.797131207829785, 0.097218615, 39, 15.787747485305154, 101, 'High Risk'),
(5215, 83, 18, '59:45.7', 36.58380798245892, 99.29546648176591, 121, 78, 89, 'Male', 98.75060585227503, 1.9231051640562182, 0.099507082, 43, 26.70137958066459, 92.33333333333333, 'Low Risk'),
(5216, 80, 13, '58:45.7', 37.02344442, 95.22650571, 117, 81, 30, 'Female', 62.15922566417628, 1.6996981135918408, 0.1312579646328293, 36, 21.51602354551186, 93, 'Low Risk'),
(5217, 68, 12, '57:45.7', 36.74358771625379, 99.95821434217387, 116, 79, 31, 'Male', 72.81961779041578, 1.8236666366055794, 0.094093401, 37, 21.895632203847025, 91.33333333333333, 'Low Risk'),
(5218, 60, 16, '56:45.7', 36.642651308749464, 95.85017959019528, 130, 85, 68, 'Female', 54.06688950141787, 1.7413921070385536, 0.10078160497228686, 45, 17.829462128406355, 100, 'High Risk'),
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(5220, 90, 17, '54:45.7', 36.89300852424853, 99.38756468573489, 136, 81, 28, 'Male', 52.64060908653162, 1.9915648676170368, 0.14543341030604895, 55, 13.27186614134649, 99.33333333333333, 'High Risk'),
(5221, 98, 12, '53:45.7', 36.53958814232072, 97.44255929833153, 137, 78, 60, 'Female', 94.79993847931087, 1.5563541508483967, 0.056072038, 59, 39.13733042512753, 97.66666666666666, 'High Risk'),
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(5223, 97, 18, '51:45.7', 37.17062508719295, 95.06427823106252, 127, 85, 26, 'Female', 99.65131571392017, 1.5421755942037105, 0.074699382, 42, 41.90013144199925, 99, 'High Risk'),
(5224, 82, 15, '50:45.7', 36.71172170918963, 99.45677460498945, 129, 76, 55, 'Female', 68.60373483, 1.5790839617804666, 0.11995928203056123, 53, 27.51295985289949, 93.66666666666666, 'Low Risk'),
(5225, 82, 16, '49:45.7', 37.335113057206385, 99.89570492784782, 111, 76, 65, 'Male', 68.42270650699028, 1.7761281572369292, 0.13574253087477006, 35, 21.68960537641739, 87.66666666666667, 'Low Risk'),
(5226, 80, 12, '48:45.7', 36.74408816639839, 95.20164881084446, 137, 85, 65, 'Female', 76.67172591841162, 1.9833049271310554, 0.060152978264675284, 52, 19.491993502788368, 102.33333333333333, 'Low Risk'),
(5227, 67, 19, '47:45.7', 36.44619289261414, 95.86436136, 139, 70, 34, 'Female', 99.23133855439173, 1.9145227682737957, 0.12844634794788162, 69, 27.072463612200423, 93, 'Low Risk'),
(5228, 61, 13, '46:45.7', 36.864030338149156, 95.30639781222892, 119, 85, 33, 'Female', 82.09728718864267, 1.9029446604126299, 0.066474112, 34, 22.671303408458932, 96.33333333333333, 'Low Risk'),
(5229, 90, 12, '45:45.7', 36.89717609108913, 98.56111230409395, 123, 82, 27, 'Male', 68.98439731959664, 1.6250803434878252, 0.062994878, 41, 26.121685719149404, 95.66666666666667, 'Low Risk'),
(5230, 72, 17, '44:45.7', 36.498177992998436, 99.27065562180464, 128, 84, 26, 'Male', 83.23746004274298, 1.646106385259448, 0.09255264, 44, 30.718713276299372, 98.66666666666667, 'High Risk'),
(5231, 65, 17, '43:45.7', 36.22399667581064, 99.04327773179304, 131, 81, 35, 'Male', 94.52885302781019, 1.6450704078077376, 0.12030429576302686, 50, 34.92974442945365, 97.66666666666666, 'High Risk'),
(5232, 81, 13, '42:45.7', 36.92010512178638, 99.03104545641209, 130, 74, 45, 'Female', 59.21469590587738, 1.824178578987577, 0.1364890638233751, 56, 17.794869202984703, 92.66666666666666, 'High Risk'),
(5233, 65, 16, '41:45.7', 36.80459054123844, 96.62941341979217, 117, 79, 26, 'Female', 88.29574658324086, 1.6434370519843446, 0.1199370788038928, 38, 32.691408683742765, 91.66666666666667, 'High Risk'),
(5234, 76, 19, '40:45.7', 36.28507318, 98.03759577697964, 139, 81, 59, 'Female', 76.14808076, 1.5822805700821823, 0.081979713, 58, 30.415290693804003, 100.33333333333333, 'High Risk'),
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(5240, 69, 14, '34:45.7', 36.47440528086809, 96.55029391942624, 136, 70, 52, 'Male', 89.55524267845655, 1.9096242463222701, 0.061559494, 66, 24.558123249545854, 92, 'Low Risk'),
(5241, 75, 19, '33:45.7', 36.177216246511605, 99.39704132764086, 120, 85, 35, 'Female', 51.011096710904695, 1.9295583813389843, 0.062256566, 35, 13.70089109, 96.66666666666667, 'High Risk'),
(5242, 64, 15, '32:45.7', 36.08132468183409, 95.14100844819363, 133, 72, 80, 'Male', 73.10448196189506, 1.740630824215145, 0.055124126, 61, 24.128518888995885, 92.33333333333333, 'Low Risk'),
(5243, 88, 14, '31:45.7', 37.17692194859914, 97.95642610610234, 130, 79, 82, 'Male', 65.27680149013416, 1.7734550097827502, 0.077438758, 51, 20.75479820899907, 96, 'Low Risk'),
(5244, 95, 14, '30:45.7', 36.65011760579724, 98.50550419640444, 137, 70, 48, 'Female', 53.843967913788696, 1.9222190911988164, 0.13237372054608804, 67, 14.572406726291907, 92.33333333333333, 'High Risk'),
(5245, 80, 16, '29:45.7', 36.93720027888801, 99.81472784374259, 124, 88, 35, 'Female', 58.66354952, 1.9413973910624884, 0.11905166298382261, 36, 15.564653386693648, 100, 'High Risk'),
(5246, 66, 16, '28:45.7', 36.20607485938466, 96.08687788515955, 137, 75, 37, 'Female', 99.41210613274248, 1.5537134553305214, 0.1267039946138761, 62, 41.18105052338187, 95.66666666666666, 'High Risk'),
(5247, 91, 14, '27:45.7', 36.65462223307937, 97.00118857376373, 112, 84, 69, 'Male', 76.85212213760778, 1.8689198998615464, 0.074664435, 28, 22.002624527539734, 93.33333333333333, 'High Risk'),
(5248, 85, 14, '26:45.7', 36.05468976950864, 99.20731620813328, 130, 80, 73, 'Female', 67.13231407124358, 1.6339685360741198, 0.1020407303586933, 50, 25.14457148901707, 96.66666666666666, 'Low Risk'),
(5249, 76, 15, '25:45.7', 36.58467764152917, 96.34048915711725, 127, 80, 42, 'Female', 55.418171159623036, 1.8044024309837545, 0.092465461, 47, 17.021012183801144, 95.66666666666667, 'High Risk'),
(5250, 64, 16, '24:45.7', 36.65587316044035, 98.67336425279852, 127, 88, 49, 'Male', 82.94733397, 1.5151130048733226, 0.052308784, 39, 36.13369545786279, 101, 'High Risk'),
(5251, 73, 14, '23:45.7', 36.75716820628069, 96.44689220965928, 114, 86, 69, 'Male', 68.97356393, 1.5593503161859512, 0.11958973852495394, 28, 28.36581601230347, 95.33333333333333, 'Low Risk'),
(5252, 93, 17, '22:45.7', 37.25914738292593, 98.30418695193433, 115, 71, 45, 'Male', 50.01429527996287, 1.9081628279517027, 0.12377109194505864, 44, 13.736095171642459, 85.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(5254, 61, 16, '20:45.7', 37.32405777389844, 95.33131264976568, 129, 88, 65, 'Male', 76.52612636213593, 1.7777738342401328, 0.11278755009440768, 41, 24.213452091642743, 101.66666666666667, 'Low Risk'),
(5255, 85, 12, '19:45.7', 37.037369109919375, 96.18810478720246, 116, 74, 55, 'Female', 61.75635169941732, 1.6124617108918409, 0.081566416, 42, 23.752143601243347, 88, 'Low Risk'),
(5256, 82, 15, '18:45.7', 37.07928499502753, 97.13487918200059, 136, 82, 20, 'Male', 86.78907414, 1.6467480806638313, 0.14305788846113426, 54, 32.00447618526774, 100, 'High Risk'),
(5257, 82, 18, '17:45.7', 36.01311537063886, 96.71823876260149, 125, 83, 26, 'Male', 53.94828730241343, 1.704930257730208, 0.1054709680928323, 42, 18.55942106958731, 97, 'Low Risk'),
(5258, 77, 19, '16:45.7', 36.11673096036929, 95.98497051, 134, 73, 77, 'Male', 61.70491008343292, 1.7505259082730724, 0.14019386611692058, 61, 20.13643748486029, 93.33333333333333, 'Low Risk'),
(5259, 63, 16, '15:45.7', 36.562583580104246, 98.77163991987982, 125, 81, 80, 'Male', 82.11645776969283, 1.877556893109852, 0.12289837402686855, 44, 23.29399595062858, 95.66666666666667, 'Low Risk'),
(5260, 79, 12, '14:45.7', 36.20236558329266, 97.61286358592704, 139, 81, 83, 'Male', 62.09122336440375, 1.6846990042836756, 0.12055134817067555, 58, 21.876889759438885, 100.33333333333333, 'Low Risk'),
(5261, 89, 14, '13:45.7', 37.40696368918266, 95.78464238232017, 131, 76, 85, 'Male', 64.29190637, 1.6898542141224935, 0.0544805, 55, 22.514267685714305, 94.33333333333333, 'Low Risk'),
(5262, 64, 16, '12:45.7', 36.16267473, 95.98618944854707, 135, 74, 82, 'Female', 50.015562550430914, 1.6304352928440358, 0.13767695843493505, 61, 18.81473139859723, 94.33333333333333, 'Low Risk'),
(5263, 80, 13, '11:45.7', 37.38132006168203, 95.87983946745958, 123, 88, 56, 'Male', 59.24057339952718, 1.5441698119317484, 0.062794844, 35, 24.844435746867955, 99.66666666666667, 'Low Risk'),
(5264, 90, 14, '10:45.7', 37.08723430416575, 99.76466620130707, 123, 82, 50, 'Male', 91.09468186180331, 1.9280149589947664, 0.1421224232129728, 41, 24.50598848610637, 95.66666666666667, 'Low Risk'),
(5265, 75, 15, '09:45.7', 36.146122205241916, 95.62866015376137, 121, 78, 34, 'Female', 80.29361691630501, 1.6628863413842063, 0.097764468, 43, 29.037277124938406, 92.33333333333333, 'Low Risk'),
(5266, 93, 14, '08:45.7', 36.01804790851642, 99.51853525, 138, 84, 69, 'Male', 90.85192772488512, 1.7010916142396038, 0.14107224391739084, 54, 31.39631945896764, 102, 'High Risk'),
(5267, 64, 18, '07:45.7', 37.48716591119246, 98.90251513319326, 116, 82, 70, 'Male', 81.83678739414306, 1.875700731393796, 0.086622578, 34, 23.260630192582045, 93.33333333333333, 'Low Risk'),
(5268, 79, 12, '06:45.7', 36.977126917168675, 97.51727021054715, 114, 85, 32, 'Male', 98.91546964635853, 1.8320146377292548, 0.071947193, 29, 29.4717781, 94.66666666666667, 'Low Risk'),
(5269, 97, 19, '05:45.7', 36.5608545, 95.5644817, 134, 70, 43, 'Male', 75.16917666042295, 1.7279677398224949, 0.094830362, 64, 25.17494514987334, 91.33333333333333, 'High Risk'),
(5270, 60, 17, '04:45.7', 36.432339141090935, 97.28327998, 126, 88, 57, 'Male', 90.08073093536609, 1.656198901941326, 0.10830756866021754, 38, 32.84028494829352, 100.66666666666667, 'High Risk'),
(5271, 77, 17, '03:45.7', 36.87602078666981, 95.21712866989218, 133, 76, 49, 'Female', 68.06250508677223, 1.5835657858765528, 0.1488943518017804, 57, 27.14161649440485, 95, 'Low Risk'),
(5272, 77, 14, '02:45.7', 36.82580141391602, 97.35879057812255, 116, 89, 77, 'Male', 67.49196326343093, 1.8260379242926181, 0.10656489799947126, 27, 20.241023797162264, 98, 'Low Risk'),
(5273, 99, 17, '01:45.7', 36.46268266748418, 99.88074385, 129, 80, 70, 'Female', 99.21763966975985, 1.7500936451991103, 0.11241498590225485, 49, 32.39412961442282, 96.33333333333333, 'High Risk'),
(5274, 78, 17, '00:45.7', 36.23291556006631, 97.06473903, 119, 87, 74, 'Female', 93.98310769526603, 1.7024088422982784, 0.13320980656246273, 32, 32.42814220631104, 97.66666666666667, 'High Risk'),
(5275, 65, 13, '59:45.7', 37.315594863718815, 97.51546278909231, 132, 85, 82, 'Male', 83.71277898868924, 1.8791511825128806, 0.11000649486551636, 47, 23.706547824235255, 100.66666666666667, 'Low Risk'),
(5276, 94, 14, '58:45.7', 37.00496119979291, 99.61631983431829, 119, 73, 76, 'Female', 71.34229358480263, 1.6326842180740921, 0.11687808201169858, 46, 26.76348583219575, 88.33333333333333, 'High Risk'),
(5277, 63, 12, '57:45.7', 37.40389979688931, 96.55628062146046, 130, 73, 62, 'Male', 95.35892192029776, 1.8061726802089377, 0.091986462, 57, 29.230940883498764, 92, 'Low Risk'),
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(5456, 86, 13, '58:45.7', 37.24743902080426, 95.64810334, 124, 89, 58, 'Female', 90.04486911387417, 1.8593748441016245, 0.064188176, 35, 26.04504242201336, 100.66666666666667, 'Low Risk'),
(5457, 69, 13, '57:45.7', 37.01461144509266, 97.31052076465029, 122, 86, 52, 'Female', 80.79575959, 1.8022188516091342, 0.058518174003255125, 36, 24.875596970682746, 98, 'Low Risk'),
(5458, 93, 13, '56:45.7', 36.93794298666931, 98.78348648193642, 111, 85, 74, 'Male', 51.74524537944679, 1.8002827873288263, 0.13997495138477878, 26, 15.96573778785727, 93.66666666666667, 'High Risk'),
(5459, 86, 18, '55:45.7', 36.93324264189218, 99.84482051, 125, 79, 45, 'Male', 68.90255814211496, 1.7866259927653827, 0.1258793584237043, 46, 21.585795094472562, 94.33333333333333, 'Low Risk'),
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(5465, 90, 16, '49:45.7', 36.90854289909586, 99.69958278840522, 132, 86, 64, 'Female', 69.01300693491963, 1.9041636517135934, 0.094796487, 46, 19.033664453972722, 101.33333333333333, 'Low Risk'),
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(5467, 89, 12, '47:45.7', 36.23751890595269, 97.13431264466989, 132, 74, 49, 'Female', 67.71500942011414, 1.6573676577705732, 0.068465987, 58, 24.65171986380247, 93.33333333333333, 'Low Risk'),
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(5469, 80, 15, '45:45.7', 36.00486778928719, 99.58216942293515, 117, 78, 34, 'Female', 96.27826582735497, 1.7943647794253827, 0.072206194, 39, 29.90245096252782, 91, 'Low Risk'),
(5470, 68, 18, '44:45.7', 36.447360244425816, 96.98399268959814, 129, 83, 37, 'Male', 86.1446599, 1.9967308987273833, 0.051141959, 46, 21.60674187, 98.33333333333333, 'Low Risk'),
(5471, 96, 18, '43:45.7', 36.41304104, 98.27504393555128, 139, 89, 76, 'Male', 89.63813380487429, 1.8423658169534338, 0.069469629, 50, 26.408338124097217, 105.66666666666666, 'High Risk'),
(5472, 89, 14, '42:45.7', 36.385498265312386, 99.68503983216223, 130, 82, 52, 'Male', 87.75896388286253, 1.6862071198059452, 0.086982987, 48, 30.86523939002153, 98, 'High Risk'),
(5473, 75, 12, '41:45.7', 37.35570821408915, 97.58528554729843, 121, 87, 45, 'Female', 72.38740045241755, 1.9140961411386075, 0.1448874713027306, 34, 19.757658984333172, 98.33333333333333, 'Low Risk'),
(5474, 73, 13, '40:45.7', 37.249640972840645, 98.50276305783586, 118, 71, 82, 'Male', 63.47916177216406, 1.9397849694879787, 0.1479790486327713, 47, 16.870346538531475, 86.66666666666667, 'High Risk'),
(5475, 85, 17, '39:45.7', 36.476221175984016, 97.55829450080199, 116, 78, 31, 'Male', 80.57619013408288, 1.500535804861528, 0.073310382, 38, 35.786069693343485, 90.66666666666667, 'High Risk'),
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(5477, 76, 15, '37:45.7', 36.486434250418284, 99.04269428, 120, 87, 84, 'Female', 83.13897316961456, 1.7611300182545762, 0.1215684427010323, 33, 26.80537066630933, 98, 'Low Risk'),
(5478, 71, 13, '36:45.7', 37.07681510508419, 96.73184604395644, 129, 70, 19, 'Male', 79.06795290462271, 1.8088078674801291, 0.054318867831512664, 59, 24.166603587779846, 89.66666666666666, 'Low Risk'),
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(5483, 61, 18, '31:45.7', 36.28957021700975, 96.05156799597394, 125, 75, 89, 'Female', 99.14467907036769, 1.8919522664574977, 0.080114723, 50, 27.69804147279723, 91.66666666666666, 'Low Risk'),
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(5485, 68, 17, '29:45.7', 36.12897436135659, 99.91364724923984, 113, 73, 45, 'Female', 84.79034428390243, 1.5719572050154758, 0.084525548, 40, 34.313495479793325, 86.33333333333333, 'High Risk'),
(5486, 79, 13, '28:45.7', 37.07948679029773, 99.89697041730926, 132, 84, 82, 'Male', 71.86694109, 1.750074473971072, 0.055554910646140036, 48, 23.464759072323403, 100, 'Low Risk'),
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(5488, 95, 15, '26:45.7', 37.070572241176265, 95.53440986367535, 130, 76, 56, 'Female', 54.669253553633055, 1.5564380805549307, 0.068914415, 54, 22.567291999520755, 94, 'High Risk'),
(5489, 82, 18, '25:45.7', 37.023837629527556, 96.23480004470976, 127, 84, 44, 'Female', 64.01818297783119, 1.746820040321365, 0.1441583288197768, 43, 20.98007382372658, 98.33333333333333, 'Low Risk'),
(5490, 85, 13, '24:45.7', 36.53677211902038, 98.23619032079094, 112, 78, 46, 'Male', 56.399951163770346, 1.8365717612277104, 0.091978034, 34, 16.721026036537115, 89.33333333333333, 'High Risk'),
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(5495, 90, 12, '19:45.7', 37.28726796415504, 98.57709926, 117, 71, 62, 'Female', 68.70177235334728, 1.7938291883156083, 0.067155555, 46, 21.350387825705194, 86.33333333333333, 'Low Risk'),
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(5501, 81, 17, '13:45.7', 37.217103771831844, 95.66936921721492, 115, 85, 46, 'Female', 87.47561542774078, 1.7378364163076063, 0.14860750229334063, 30, 28.964712318966313, 95, 'Low Risk'),
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(5503, 68, 16, '11:45.7', 36.62750508524339, 99.18221868715187, 124, 75, 36, 'Female', 77.61609752409123, 1.548795573391124, 0.11255267623676074, 49, 32.35665404910163, 91.33333333333333, 'High Risk'),
(5504, 90, 18, '10:45.7', 36.66148212400645, 98.98528481, 116, 84, 55, 'Female', 84.73069870435951, 1.5044071350811956, 0.11192539982869731, 32, 37.43777403, 94.66666666666667, 'High Risk'),
(5505, 92, 13, '09:45.7', 37.138557044619574, 97.09212691244433, 133, 82, 88, 'Female', 50.40640811297001, 1.9601598900731092, 0.1408501742343299, 51, 13.11906110881802, 99, 'High Risk'),
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(5508, 80, 14, '06:45.7', 37.47707204863969, 99.75373946866398, 139, 73, 52, 'Male', 58.854479330514664, 1.9882153051668454, 0.10757527754974665, 66, 14.88856004202626, 95, 'High Risk'),
(5509, 77, 12, '05:45.7', 36.49738379697668, 95.0598208, 110, 85, 89, 'Female', 63.49572493122613, 1.5050576138656475, 0.080991873, 25, 28.030977039819174, 93.33333333333333, 'Low Risk'),
(5510, 77, 19, '04:45.7', 36.01152908053398, 98.69453432993902, 120, 71, 47, 'Male', 81.41636514142161, 1.697120871841744, 0.080669084, 49, 28.26741923848446, 87.33333333333333, 'Low Risk'),
(5511, 71, 12, '03:45.7', 37.01895803550207, 95.02285892, 129, 83, 69, 'Male', 89.03110233813258, 1.7851356274245538, 0.1344768777715794, 46, 27.938257468310045, 98.33333333333333, 'Low Risk'),
(5512, 78, 17, '02:45.7', 36.32798044610477, 95.42663279365195, 124, 80, 48, 'Female', 52.981762419319445, 1.612707385331814, 0.11542933926318512, 44, 20.37113614493776, 94.66666666666667, 'Low Risk'),
(5513, 95, 15, '01:45.7', 36.439266163939436, 98.51480831132791, 118, 70, 61, 'Female', 99.63046631052111, 1.5364252399003142, 0.098637975, 48, 42.20552403852289, 86, 'High Risk'),
(5514, 81, 13, '00:45.7', 37.40461973137883, 97.09309433716345, 128, 87, 53, 'Male', 66.83690304330135, 1.8689725313324224, 0.060399071, 41, 19.134207581248788, 100.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(5516, 93, 19, '58:45.7', 36.58281135568256, 96.02158689716252, 134, 81, 41, 'Female', 53.765756264514145, 1.5224302889121408, 0.11623848171467578, 53, 23.196952197569917, 98.66666666666666, 'High Risk'),
(5517, 69, 13, '57:45.7', 36.20476717596637, 98.28614755127496, 125, 76, 21, 'Female', 74.25623458407802, 1.9518115388853512, 0.1260883842700111, 49, 19.492034021043313, 92.33333333333333, 'Low Risk'),
(5518, 87, 17, '56:45.7', 36.76978123073458, 97.85918404, 117, 78, 77, 'Female', 81.07276574, 1.755860358643342, 0.11301310518353344, 39, 26.296323922972118, 91, 'Low Risk'),
(5519, 83, 17, '55:45.7', 36.45887470826547, 98.94849541705126, 115, 71, 45, 'Female', 79.88986276374095, 1.827796334738888, 0.092292095, 44, 23.913110512432972, 85.66666666666667, 'Low Risk'),
(5520, 96, 12, '54:45.7', 37.208670213920456, 97.23338007732576, 114, 76, 71, 'Male', 79.86025574826338, 1.5837923597196608, 0.11137287568381588, 38, 31.83715189875465, 88.66666666666667, 'High Risk'),
(5521, 93, 17, '53:45.7', 37.38036053095098, 95.96189603801284, 114, 82, 35, 'Male', 76.32530537661482, 1.8223450665101437, 0.084546091, 32, 22.9830319, 92.66666666666667, 'High Risk'),
(5522, 71, 13, '52:45.7', 37.03235952190449, 98.86919792045335, 135, 76, 63, 'Female', 76.57441041475343, 1.5221583147852855, 0.093710588, 59, 33.04943298867738, 95.66666666666666, 'High Risk'),
(5523, 68, 18, '51:45.7', 37.147332159155475, 95.42251519384997, 122, 82, 49, 'Female', 65.91894479250847, 1.657980225609071, 0.092968851, 40, 23.98013113500957, 95.33333333333333, 'Low Risk'),
(5524, 89, 17, '50:45.7', 36.62433251473745, 99.39056164359872, 123, 79, 74, 'Male', 90.71085405954483, 1.5290390741301914, 0.079314716, 44, 38.79913900988498, 93.66666666666667, 'High Risk'),
(5525, 93, 13, '49:45.7', 36.28235097131901, 95.37535386976053, 132, 74, 73, 'Male', 75.28844944996105, 1.8661271489578277, 0.086426365, 58, 21.61951219700831, 93.33333333333333, 'High Risk'),
(5526, 74, 13, '48:45.7', 36.36944113707551, 99.88909915211272, 133, 80, 34, 'Male', 76.82794489117896, 1.5677553360708285, 0.077805811, 53, 31.25810465672756, 97.66666666666666, 'High Risk'),
(5527, 90, 16, '47:45.7', 37.22194874732868, 98.66138945620514, 127, 83, 27, 'Male', 64.02658974548747, 1.8363185666910384, 0.13015845086840658, 44, 18.98734842522013, 97.66666666666667, 'Low Risk'),
(5528, 91, 18, '46:45.7', 36.810345223821194, 97.76271634732633, 123, 70, 48, 'Male', 50.66754830766119, 1.6470992966660774, 0.076878051, 53, 18.67627786623522, 87.66666666666666, 'High Risk'),
(5529, 83, 19, '45:45.7', 36.99724514334027, 99.26351687815401, 139, 88, 40, 'Female', 57.59545877, 1.9789892781045653, 0.059367193, 51, 14.706230186903104, 105, 'High Risk'),
(5530, 81, 13, '44:45.7', 36.87247778732895, 95.62822831887682, 119, 86, 50, 'Female', 87.58079364828171, 1.5728777674704104, 0.10342276365919187, 33, 35.40127705397698, 97, 'High Risk'),
(5531, 62, 15, '43:45.7', 37.28494348846103, 97.99623251585496, 123, 79, 67, 'Male', 92.20291533, 1.9033748132088342, 0.11934130771327144, 44, 25.450482297854673, 93.66666666666667, 'Low Risk'),
(5532, 86, 12, '42:45.7', 36.267988699054364, 99.65195302821616, 132, 89, 78, 'Female', 77.11994990892306, 1.9490781275867415, 0.14808073211046383, 43, 20.30057050535322, 103.33333333333333, 'Low Risk'),
(5533, 96, 15, '41:45.7', 36.67886508356537, 97.99689032433885, 121, 74, 56, 'Male', 89.89887795517163, 1.7902409353386215, 0.051326782, 47, 28.049899169215053, 89.66666666666667, 'High Risk'),
(5534, 69, 19, '40:45.7', 36.70714683255042, 97.13777331637931, 132, 72, 37, 'Female', 70.47810105194182, 1.6266219175523278, 0.055602369191690204, 60, 26.63673281186764, 92, 'Low Risk'),
(5535, 61, 19, '39:45.7', 36.85497260869822, 97.98630028792243, 112, 86, 57, 'Female', 50.368489637577085, 1.8341139797779975, 0.07432639, 26, 14.97291247726077, 94.66666666666667, 'High Risk'),
(5536, 63, 17, '38:45.7', 37.359412189418805, 95.58319525688273, 137, 72, 21, 'Male', 75.22124458979366, 1.6226170120106587, 0.050301369, 65, 28.569883205562597, 93.66666666666666, 'Low Risk'),
(5537, 77, 12, '37:45.7', 36.713808121677665, 97.95087619392379, 124, 88, 34, 'Female', 76.75500087283478, 1.8638490786081008, 0.1410807711127769, 36, 22.094551709530123, 100, 'Low Risk'),
(5538, 61, 12, '36:45.7', 36.48195463195984, 98.62612960033367, 127, 70, 25, 'Male', 52.76426929876648, 1.6789150402334974, 0.1436290370802164, 57, 18.71899330194044, 89, 'Low Risk'),
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(5716, 63, 16, '38:45.7', 36.06728598961687, 99.55147689, 134, 71, 77, 'Male', 54.02783683801907, 1.542030146466217, 0.10061526682003363, 63, 22.721230696521882, 92, 'Low Risk'),
(5717, 79, 15, '37:45.7', 37.49034477361982, 96.81372585328654, 115, 86, 75, 'Male', 85.50000014036394, 1.612678371670135, 0.064598941, 29, 32.87536569585224, 95.66666666666667, 'High Risk'),
(5718, 78, 16, '36:45.7', 37.264824575150804, 99.24582795419427, 114, 73, 56, 'Female', 58.066809899626264, 1.7385056215397938, 0.13350912871987106, 41, 19.212141143531735, 86.66666666666667, 'Low Risk'),
(5719, 61, 18, '35:45.7', 36.48054779337243, 97.32958025771968, 123, 88, 35, 'Female', 84.61890354971685, 1.9971480288676737, 0.075591064, 35, 21.215187851045265, 99.66666666666667, 'Low Risk'),
(5720, 67, 12, '34:45.7', 36.11464488, 95.03226318520613, 122, 89, 58, 'Female', 73.81672147065471, 1.9223331798355134, 0.057876901996287033, 33, 19.97548939851763, 100, 'Low Risk'),
(5721, 68, 14, '33:45.7', 36.95273909525133, 98.10936331073887, 139, 75, 71, 'Female', 81.82913751210992, 1.9519519201233861, 0.065608658, 64, 21.476808344379666, 96.33333333333333, 'Low Risk'),
(5722, 91, 17, '32:45.7', 37.215519740231365, 97.84389356185665, 125, 70, 69, 'Female', 67.76668426164446, 1.8165172598911798, 0.055809351876352914, 55, 20.537008328214082, 88.33333333333333, 'High Risk'),
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(5725, 80, 19, '29:45.7', 37.27182649965723, 98.53711680397981, 136, 75, 18, 'Male', 62.58128316791786, 1.8080987589472588, 0.072606348, 61, 19.142566632994157, 95.33333333333333, 'Low Risk'),
(5726, 78, 12, '28:45.7', 36.165290762274154, 98.75407263575609, 110, 82, 45, 'Female', 67.81078956851498, 1.9648314512080043, 0.059402767, 28, 17.565001798565476, 91.33333333333333, 'High Risk'),
(5727, 95, 16, '27:45.7', 36.83290719, 98.25012340569128, 129, 89, 78, 'Male', 81.38615980647626, 1.7470100451290707, 0.11641260297816422, 40, 26.66611529814558, 102.33333333333333, 'High Risk'),
(5728, 99, 19, '26:45.7', 37.22867446168883, 97.43925266004743, 130, 75, 75, 'Female', 72.58496371952972, 1.8882405717188326, 0.12306444812364592, 55, 20.357854886954435, 93.33333333333333, 'High Risk'),
(5729, 91, 13, '25:45.7', 36.749925941362214, 96.04625955952875, 122, 81, 25, 'Male', 83.40841557185243, 1.919156058854796, 0.09621854, 41, 22.645884529764622, 94.66666666666667, 'High Risk'),
(5730, 61, 16, '24:45.7', 37.46065308080769, 96.80955596, 112, 72, 64, 'Female', 86.39317920065326, 1.6765524829414729, 0.070539981, 40, 30.735844452638904, 85.33333333333333, 'High Risk'),
(5731, 86, 19, '23:45.7', 36.64363698715623, 97.26178335231924, 135, 70, 23, 'Male', 70.84332079, 1.6129946022046835, 0.075029099, 65, 27.229087186814663, 91.66666666666666, 'Low Risk'),
(5732, 84, 17, '22:45.7', 36.64806792787474, 98.25272012478683, 133, 79, 24, 'Female', 89.60548093445864, 1.8081424523196974, 0.1271203290809508, 54, 27.407491584661717, 97, 'Low Risk'),
(5733, 98, 13, '21:45.7', 37.3700134, 96.62971444, 120, 71, 51, 'Male', 88.18865340869863, 1.9887388385427553, 0.1420452998679556, 49, 22.297552785076654, 87.33333333333333, 'High Risk'),
(5734, 91, 15, '20:45.7', 36.16508702088986, 99.50482480190257, 115, 88, 89, 'Female', 82.52212125, 1.507758787471294, 0.14023809584277963, 27, 36.300001794110706, 97, 'High Risk'),
(5735, 71, 17, '19:45.7', 36.355697802333765, 96.24488978752473, 114, 77, 46, 'Male', 55.47262413490701, 1.905618564851407, 0.13874083424696743, 37, 15.275898372207791, 89.33333333333333, 'High Risk'),
(5736, 95, 12, '18:45.7', 37.29010509240715, 98.10482594167179, 127, 86, 69, 'Male', 54.63367716996965, 1.810068813380087, 0.095907802, 41, 16.675169632270993, 99.66666666666667, 'High Risk'),
(5737, 71, 16, '17:45.7', 36.518785635385406, 95.15671286928983, 124, 81, 62, 'Male', 74.00489928330742, 1.5552177513582748, 0.09720678, 43, 30.59694476930324, 95.33333333333333, 'High Risk'),
(5738, 89, 14, '16:45.7', 36.434769356041784, 95.30998101288935, 126, 84, 60, 'Female', 60.73797235683176, 1.9775240928316784, 0.1493440096587192, 42, 15.531618798496249, 98, 'High Risk'),
(5739, 96, 16, '15:45.7', 36.47697324067952, 96.15791629123262, 139, 84, 61, 'Male', 91.29126272212281, 1.570237464100959, 0.1386105160282666, 55, 37.025296439238296, 102.33333333333333, 'High Risk'),
(5740, 70, 13, '14:45.7', 37.30552634036311, 96.58333479174716, 111, 78, 61, 'Female', 85.12989895007175, 1.863769107656025, 0.079134556, 33, 24.50743728829969, 89, 'Low Risk'),
(5741, 86, 19, '13:45.7', 36.06091701436375, 97.85893427435167, 121, 77, 56, 'Female', 74.52102267758444, 1.5873919100932303, 0.1267526234839224, 44, 29.574028081914413, 91.66666666666667, 'Low Risk'),
(5742, 71, 14, '12:45.7', 36.08953007155977, 99.42362804003959, 125, 84, 50, 'Male', 93.47910112297478, 1.8978467618835648, 0.12051562619230956, 41, 25.95327934503058, 97.66666666666667, 'Low Risk'),
(5743, 67, 13, '11:45.7', 36.20052234686617, 98.44404108979782, 111, 72, 76, 'Female', 62.72280318579803, 1.7378543381057758, 0.079327779, 39, 20.768193177408218, 85, 'Low Risk'),
(5744, 92, 16, '10:45.7', 36.70798454050031, 99.57024099496543, 128, 89, 37, 'Female', 70.73305913320561, 1.8689033044943497, 0.069614171, 39, 20.25110742450346, 102, 'High Risk'),
(5745, 87, 12, '09:45.7', 36.44404633455873, 97.72053417, 122, 76, 22, 'Male', 84.17509036309036, 1.5574362948591043, 0.089044909, 46, 34.70267943884587, 91.33333333333333, 'High Risk'),
(5746, 67, 12, '08:45.7', 36.87037916778732, 98.94702184069385, 130, 79, 43, 'Male', 87.57325096882435, 1.8024568293144148, 0.10022153851396674, 51, 26.95514850333588, 96, 'Low Risk'),
(5747, 80, 13, '07:45.7', 36.843094032995694, 97.08961192558256, 117, 88, 76, 'Male', 90.91767884263176, 1.8332533932616222, 0.13555765274353235, 29, 27.052247023488306, 97.66666666666667, 'Low Risk'),
(5748, 77, 12, '06:45.7', 37.11316582072874, 96.93279825, 132, 70, 45, 'Female', 55.621341403689456, 1.592646541486902, 0.11025041641486164, 62, 21.928183292524484, 90.66666666666666, 'Low Risk'),
(5749, 70, 14, '05:45.7', 36.64498502146414, 98.80448737798442, 139, 89, 31, 'Female', 90.35512972767167, 1.9924602473387352, 0.055323496227302774, 50, 22.760064221407724, 105.66666666666666, 'Low Risk'),
(5750, 88, 18, '04:45.7', 36.34049068385682, 96.08694146450227, 127, 88, 53, 'Female', 78.33908701, 1.5620792702502866, 0.091187885, 39, 32.104977336019594, 101, 'High Risk'),
(5751, 66, 15, '03:45.7', 36.40066971901524, 97.72216309397304, 121, 70, 28, 'Female', 92.73771372575152, 1.6790711576837405, 0.12053338925740933, 51, 32.894113137421634, 87, 'High Risk'),
(5752, 88, 12, '02:45.7', 36.359078665584555, 97.55108853, 114, 81, 45, 'Male', 53.79735142446349, 1.807599876508466, 0.063254991, 33, 16.464793524019477, 92, 'High Risk'),
(5753, 76, 17, '01:45.7', 37.35582732354385, 99.28347417905343, 136, 82, 24, 'Male', 91.28786198045844, 1.662479845184266, 0.056037052, 54, 33.02936755624674, 100, 'High Risk'),
(5754, 64, 17, '00:45.7', 36.42763639533924, 95.76663958105063, 136, 80, 18, 'Female', 75.60497975099821, 1.661877497700744, 0.082355993, 56, 27.37489024538244, 98.66666666666666, 'Low Risk'),
(5755, 65, 13, '59:45.7', 37.30164821928891, 95.74563427552454, 129, 80, 63, 'Male', 93.94983817, 1.5558280492049268, 0.10284849456981386, 49, 38.812609483114024, 96.33333333333333, 'High Risk'),
(5756, 84, 15, '58:45.7', 36.60308035732164, 96.90567833921222, 126, 70, 87, 'Female', 70.08210993251083, 1.8824074668348048, 0.058663194, 56, 19.77788715994183, 88.66666666666666, 'Low Risk'),
(5757, 92, 16, '57:45.7', 36.56616636844006, 96.25887216072933, 129, 77, 24, 'Male', 89.10818684451063, 1.9909570367309615, 0.097139107, 52, 22.479871792119614, 94.33333333333333, 'High Risk'),
(5758, 72, 13, '56:45.7', 36.09539292, 97.29925854494122, 130, 88, 82, 'Female', 83.60429762762256, 1.961545868389832, 0.12493546000852297, 42, 21.728596071245615, 102, 'Low Risk'),
(5759, 61, 12, '55:45.7', 37.31334575204126, 99.01617109816961, 111, 80, 74, 'Female', 97.81256964194884, 1.751873819594413, 0.10351909818970306, 31, 31.87051075, 90.33333333333333, 'High Risk'),
(5760, 72, 18, '54:45.7', 36.65902403220477, 99.60988874534605, 138, 72, 71, 'Male', 69.26514163471707, 1.729595942256438, 0.1370623192661979, 66, 23.153967062665593, 94, 'Low Risk'),
(5761, 85, 17, '53:45.7', 37.34300276142914, 96.14568233, 124, 84, 84, 'Female', 74.34068840203702, 1.7808846559879659, 0.091582679, 40, 23.43985896489129, 97.33333333333333, 'Low Risk'),
(5762, 60, 13, '52:45.7', 37.1471868, 98.57041125217359, 131, 82, 23, 'Female', 51.50124195142767, 1.9234919979458038, 0.092480604, 49, 13.919926251160101, 98.33333333333333, 'High Risk'),
(5763, 65, 15, '51:45.7', 37.20815692084457, 98.81335979, 122, 74, 57, 'Male', 98.34943682212561, 1.9334667999053807, 0.077252071, 48, 26.308642482007755, 90, 'Low Risk'),
(5764, 72, 15, '50:45.7', 36.67335971, 98.01923686585604, 118, 83, 46, 'Male', 94.31797031384536, 1.945972222044599, 0.085700685, 35, 24.90698579893358, 94.66666666666667, 'Low Risk'),
(5765, 90, 19, '49:45.7', 37.19104289014421, 99.02731371, 128, 83, 40, 'Male', 96.64967658239485, 1.9700768969735536, 0.14460941771951868, 45, 24.901989687401024, 98, 'Low Risk'),
(5766, 77, 12, '48:45.7', 36.645680654589114, 97.95393596641057, 136, 78, 73, 'Male', 82.41614263, 1.7747298537954057, 0.13309334066875445, 58, 26.166628849869035, 97.33333333333333, 'Low Risk'),
(5767, 88, 17, '47:45.7', 36.645882036828056, 95.63214196370258, 114, 88, 42, 'Male', 60.22685107463797, 1.882810247511277, 0.059182682, 26, 16.989361219835097, 96.66666666666667, 'High Risk'),
(5768, 88, 16, '46:45.7', 36.564767182426216, 97.86035224097647, 135, 81, 48, 'Male', 70.33061477287939, 1.9455897720362998, 0.13419951835310848, 54, 18.579835503591816, 99, 'Low Risk'),
(5769, 71, 12, '45:45.7', 36.940386850795925, 97.71733573115145, 125, 71, 72, 'Male', 90.04738891260794, 1.569409417522799, 0.098636364, 54, 36.55936261211954, 89, 'High Risk'),
(5770, 89, 16, '44:45.7', 36.75808668103072, 96.11199011158958, 134, 89, 63, 'Male', 93.49245877892125, 1.9070242778112116, 0.055078306, 45, 25.707754127377022, 104, 'Low Risk'),
(5771, 61, 16, '43:45.7', 37.245331481756104, 99.62616968703556, 129, 71, 44, 'Male', 59.90809970882811, 1.633713334175611, 0.091744583, 58, 22.445735272742866, 90.33333333333333, 'Low Risk'),
(5772, 60, 16, '42:45.7', 36.511074081493646, 95.79416588377765, 132, 75, 44, 'Female', 57.25342671233185, 1.6168048572861966, 0.058563196, 57, 21.902126074909845, 94, 'Low Risk'),
(5773, 87, 12, '41:45.7', 36.58335637301412, 98.3982672, 123, 80, 20, 'Male', 95.54306092057188, 1.8630443722832974, 0.1122687026953759, 43, 27.52661149752628, 94.33333333333333, 'Low Risk'),
(5774, 75, 18, '40:45.7', 36.17703834, 95.86555091535016, 114, 75, 36, 'Female', 80.05927054713331, 1.8512524435431947, 0.11890170967289611, 39, 23.360403457616787, 88, 'Low Risk'),
(5775, 76, 16, '39:45.7', 36.51561908478779, 98.29070032718809, 137, 83, 29, 'Female', 75.21390206079487, 1.7242877126664533, 0.12381808735308153, 54, 25.297561094747895, 101, 'Low Risk'),
(5776, 86, 14, '38:45.7', 37.46727489146638, 95.18840643207902, 115, 79, 82, 'Female', 50.96071597492593, 1.6374213036784255, 0.12971373780271578, 36, 19.007046974714534, 91, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(5778, 85, 17, '36:45.7', 36.37948551189087, 95.18307328759816, 138, 73, 35, 'Female', 69.62707776557852, 1.5820326548214951, 0.053659113611758735, 65, 27.819369392188687, 94.66666666666666, 'Low Risk'),
(5779, 83, 13, '35:45.7', 36.59297293648159, 96.09573130146144, 120, 82, 41, 'Female', 70.50685170140586, 1.5353225506930366, 0.1499764160804865, 38, 29.911077984472325, 94.66666666666667, 'Low Risk'),
(5780, 67, 15, '34:45.7', 36.35258025280802, 96.11305074434082, 114, 78, 54, 'Female', 73.97272634501664, 1.6033821664503776, 0.053243395666434296, 36, 28.773820343920892, 90, 'Low Risk'),
(5781, 79, 13, '33:45.7', 37.159069037812635, 96.81101985155372, 118, 80, 20, 'Female', 64.52169440663877, 1.9866928200561595, 0.080493029, 38, 16.347235509814773, 92.66666666666667, 'High Risk'),
(5782, 98, 13, '32:45.7', 37.454379444506806, 96.78783387786609, 110, 73, 35, 'Male', 88.75713020548248, 1.969337502179505, 0.082151351, 37, 22.885634051549683, 85.33333333333333, 'High Risk'),
(5783, 61, 14, '31:45.7', 36.25166530105778, 97.79804951, 114, 78, 53, 'Female', 81.52641700219328, 1.9572721305058547, 0.055484559, 36, 21.281191093825317, 90, 'Low Risk'),
(5784, 64, 14, '30:45.7', 36.585777620372255, 95.00413215550803, 134, 78, 66, 'Female', 99.07407294, 1.5755467778405947, 0.1423707165519002, 56, 39.91144148298428, 96.66666666666666, 'High Risk'),
(5785, 75, 19, '29:45.7', 37.11040862628709, 99.48983258895709, 139, 76, 55, 'Female', 94.04980629435714, 1.829424963, 0.13141244003557778, 63, 28.10144832215449, 97, 'Low Risk'),
(5786, 81, 14, '28:45.7', 36.59619003734661, 96.17409636978965, 113, 86, 85, 'Male', 69.13621931895824, 1.659797203306916, 0.09722502, 27, 25.095483633362946, 95, 'Low Risk'),
(5787, 79, 14, '27:45.7', 37.06743416073344, 97.13009246531269, 125, 86, 44, 'Male', 96.83307749437546, 1.966015364543274, 0.13741659159418176, 39, 25.05243358513012, 99, 'Low Risk'),
(5788, 88, 12, '26:45.7', 37.011875771153676, 97.59878914, 121, 78, 25, 'Male', 61.08202840978795, 1.5267357931515224, 0.067807416, 43, 26.205091220599694, 92.33333333333333, 'Low Risk'),
(5789, 93, 18, '25:45.7', 36.78675601939076, 95.75433913364756, 121, 79, 81, 'Male', 89.87998574, 1.507392147, 0.1293111149399739, 42, 39.55582964762795, 93, 'High Risk'),
(5790, 70, 12, '24:45.7', 37.03842946646013, 99.47485681996126, 133, 82, 42, 'Male', 56.58849751962939, 1.8654755142258892, 0.076785102, 51, 16.261067672845595, 99, 'High Risk'),
(5791, 84, 15, '23:45.7', 36.04129343529827, 99.20422212971579, 138, 81, 31, 'Female', 97.43985139673543, 1.5248228355709008, 0.10992182799416603, 57, 41.90808715054112, 100, 'High Risk'),
(5792, 85, 17, '22:45.7', 37.11321253629038, 95.25016732983497, 136, 89, 82, 'Male', 71.93279793750123, 1.8249944978650505, 0.12869896069848774, 47, 21.59751748555031, 104.66666666666667, 'Low Risk'),
(5793, 67, 16, '21:45.7', 37.333688447796426, 99.19176656678239, 126, 84, 52, 'Female', 94.29613073858194, 1.9851524679648078, 0.079604399, 42, 23.92798548937685, 98, 'Low Risk'),
(5794, 80, 18, '20:45.7', 36.83572415076844, 95.82897137398372, 137, 78, 33, 'Female', 59.83143176364832, 1.7901568857623678, 0.11251696360247504, 59, 18.67012428126419, 97.66666666666666, 'Low Risk'),
(5795, 95, 13, '19:45.7', 36.59314113293257, 96.06213155196573, 134, 76, 44, 'Male', 86.57270488999986, 1.5360626226132046, 0.079915191, 58, 36.691303759832714, 95.33333333333333, 'High Risk'),
(5796, 83, 15, '18:45.7', 37.49642267650228, 95.70707292711286, 121, 72, 35, 'Female', 83.96477738426252, 1.938988047013575, 0.12936346437968127, 49, 22.33299029, 88.33333333333333, 'Low Risk'),
(5797, 74, 14, '17:45.7', 36.51935460641168, 95.38718605647551, 137, 71, 80, 'Male', 95.18650485382959, 1.6206595522977176, 0.09777265, 66, 36.24030079191987, 93, 'High Risk'),
(5798, 75, 19, '16:45.7', 36.78295080934718, 98.63012988077654, 137, 87, 28, 'Female', 85.42745752, 1.9188341151174475, 0.12058895046688625, 50, 23.201850211615724, 103.66666666666666, 'Low Risk'),
(5799, 64, 18, '15:45.7', 36.14706919104592, 98.29041839991629, 135, 86, 48, 'Female', 77.46973022381368, 1.8402950382653172, 0.067573957, 49, 22.874790919911074, 102.33333333333333, 'Low Risk'),
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(5978, 86, 18, '16:45.7', 36.15853137, 99.62566347256674, 118, 88, 25, 'Female', 86.12862497213521, 1.5575786657681518, 0.078688431, 30, 35.50156790589865, 98, 'High Risk'),
(5979, 69, 19, '15:45.7', 36.839995344391426, 98.07051201234216, 115, 88, 86, 'Female', 68.13573885215456, 1.6692751234126373, 0.12154100052406171, 27, 24.452266875422332, 97, 'Low Risk'),
(5980, 85, 14, '14:45.7', 36.420424151160134, 97.46845004078871, 118, 83, 72, 'Female', 90.91761408990386, 1.5619649123195158, 0.094590379, 35, 37.26537387124145, 94.66666666666667, 'High Risk'),
(5981, 69, 18, '13:45.7', 37.41437060867359, 98.51952517903625, 117, 75, 51, 'Female', 67.99274171, 1.591499353344036, 0.13999778927288803, 42, 26.844147771535777, 89, 'Low Risk'),
(5982, 88, 13, '12:45.7', 37.36885404774924, 96.25657837192865, 119, 73, 66, 'Female', 77.59845816130596, 1.8163285733068608, 0.11549542582136968, 46, 23.52145928263424, 88.33333333333333, 'Low Risk'),
(5983, 85, 19, '11:45.7', 36.349086418799445, 98.67081804837025, 129, 81, 57, 'Male', 93.76443116227938, 1.924531190474994, 0.069510967, 48, 25.31559943, 97, 'Low Risk'),
(5984, 64, 12, '10:45.7', 36.49918811881129, 96.03107344693494, 118, 70, 33, 'Female', 85.10071697897365, 1.6445174376630338, 0.14856030645043444, 48, 31.467066162504448, 86, 'High Risk'),
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(5988, 89, 13, '06:45.7', 36.50418713, 98.77344484219064, 121, 71, 50, 'Male', 68.48904917, 1.5408173291335978, 0.067097416, 50, 28.84820719493429, 87.66666666666666, 'Low Risk'),
(5989, 80, 18, '05:45.7', 36.77407338537127, 96.66335535326601, 114, 85, 69, 'Female', 50.76987864352606, 1.6491580491340834, 0.12166673544591655, 29, 18.667302608223917, 94.66666666666667, 'Low Risk'),
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(5991, 91, 18, '03:45.7', 36.67949696448655, 96.26383457879386, 123, 70, 82, 'Female', 88.05357242, 1.761185536621079, 0.09814176, 53, 28.388128336804037, 87.66666666666666, 'High Risk'),
(5992, 98, 14, '02:45.7', 37.04747457949056, 99.26697901126865, 128, 87, 84, 'Male', 87.04563979523232, 1.6164421905625574, 0.12915955549036184, 41, 33.313991222123356, 100.66666666666667, 'High Risk'),
(5993, 61, 19, '01:45.7', 37.20698363506069, 99.65808851305415, 116, 83, 35, 'Female', 52.759961986676394, 1.6079603039743646, 0.058103091, 33, 20.405809497874525, 94, 'Low Risk'),
(5994, 61, 12, '00:45.7', 36.000446180584206, 99.13899843557859, 134, 78, 27, 'Male', 87.15063627750007, 1.964137784197241, 0.12046828298482225, 56, 22.590542566130015, 96.66666666666666, 'Low Risk'),
(5995, 90, 15, '59:45.7', 36.745141894775934, 95.79764451062856, 112, 84, 75, 'Male', 89.69527251405904, 1.962315787890799, 0.1385997604252187, 28, 23.293339560276877, 93.33333333333333, 'Low Risk'),
(5996, 97, 14, '58:45.7', 36.34784505687636, 98.43517353526111, 127, 78, 83, 'Male', 57.70370819119516, 1.8151856704350315, 0.1309764603066721, 49, 17.513043001708574, 94.33333333333333, 'High Risk'),
(5997, 61, 14, '57:45.7', 36.73789295, 97.90169367744178, 125, 79, 36, 'Male', 87.25831925045367, 1.9214063179138559, 0.14490854449085783, 46, 23.635697042496915, 94.33333333333333, 'Low Risk'),
(5998, 65, 15, '56:45.7', 36.01477961640416, 96.95956738863711, 120, 71, 32, 'Male', 87.60975394, 1.8791982509037752, 0.098838975, 49, 24.808885886406845, 87.33333333333333, 'Low Risk'),
(5999, 74, 12, '55:45.7', 37.41927194125838, 99.55195971462854, 127, 77, 19, 'Male', 57.143371761440115, 1.5007201303585211, 0.13600005985854202, 50, 25.372686079514267, 93.66666666666666, 'Low Risk'),
(6000, 69, 16, '54:45.7', 37.21618715161914, 98.2082046, 122, 77, 71, 'Male', 54.089657846420955, 1.8273054208949948, 0.068530604, 45, 16.199139636197135, 92, 'High Risk'),
(6001, 81, 15, '53:45.7', 37.18470581979393, 98.17886909572724, 129, 80, 29, 'Male', 72.75357403108424, 1.9951702202606578, 0.12047637676927897, 49, 18.276558677294744, 96.33333333333333, 'High Risk'),
(6002, 63, 15, '52:45.7', 37.462870440398405, 98.91500266878526, 139, 82, 36, 'Male', 52.94199094467803, 1.9974883800396885, 0.076885029, 57, 13.268803000954852, 101, 'High Risk'),
(6003, 90, 19, '51:45.7', 37.30291470932689, 97.47305215943976, 115, 87, 63, 'Female', 83.14369449826259, 1.911101114905584, 0.11862573117595347, 28, 22.764702903434088, 96.33333333333333, 'Low Risk'),
(6004, 83, 14, '50:45.7', 36.78550309906052, 98.56229793336568, 124, 78, 45, 'Male', 91.10703862560042, 1.5765197380018452, 0.052810166536471484, 46, 36.65667807151099, 93.33333333333333, 'High Risk'),
(6005, 77, 13, '49:45.7', 36.79927491021071, 95.42109505407205, 135, 89, 23, 'Female', 84.99012259950862, 1.6441766214815172, 0.13895918793816603, 46, 31.439202306775712, 104.33333333333333, 'High Risk'),
(6006, 70, 18, '48:45.7', 36.50472516127424, 95.35380464135555, 116, 85, 56, 'Male', 74.67127163108431, 1.5658301130246477, 0.12444788935978597, 31, 30.455397031542493, 95.33333333333333, 'High Risk'),
(6007, 66, 12, '47:45.7', 36.99917706522494, 98.80889873441004, 130, 82, 66, 'Male', 65.20891003, 1.9571676540374476, 0.08241062, 48, 17.023579444026392, 98, 'High Risk'),
(6008, 66, 12, '46:45.7', 36.725408774286244, 96.30761717528988, 139, 73, 20, 'Female', 92.35882552615118, 1.5505840943643174, 0.10251827004206301, 66, 38.413842565197804, 95, 'High Risk'),
(6009, 81, 18, '45:45.7', 36.931836933535784, 98.00738122813493, 112, 83, 54, 'Male', 50.748134451385575, 1.7826591303713406, 0.12071005425181115, 29, 15.969211251535603, 92.66666666666667, 'High Risk'),
(6010, 95, 12, '44:45.7', 36.76626421018328, 97.08026445571258, 110, 88, 65, 'Female', 51.35311968419301, 1.9788058313054464, 0.14165198405622803, 22, 13.11476367035716, 95.33333333333333, 'High Risk'),
(6011, 87, 13, '43:45.7', 36.29952948084565, 97.82615096508418, 121, 70, 86, 'Male', 72.48120791, 1.7676427704051192, 0.12949177622831973, 51, 23.197245549427983, 87, 'Low Risk'),
(6012, 76, 12, '42:45.7', 36.545618284113175, 96.70850677536392, 114, 74, 62, 'Male', 75.94741260746763, 1.718191613557922, 0.13321032132439664, 40, 25.72585354813352, 87.33333333333333, 'Low Risk'),
(6013, 98, 14, '41:45.7', 37.38552747541772, 97.30558802046899, 113, 77, 66, 'Female', 92.28828957539409, 1.5395853704215823, 0.057779598958282864, 36, 38.93489840114969, 89, 'High Risk'),
(6014, 96, 19, '40:45.7', 36.6871841, 98.62933089697023, 129, 84, 65, 'Female', 69.10901740074993, 1.502587807051047, 0.11835204639764588, 45, 30.60941273555184, 99, 'High Risk'),
(6015, 67, 19, '39:45.7', 36.151981809040294, 97.50310439357038, 122, 83, 35, 'Female', 71.30810300760263, 1.9648869611350888, 0.050281826421266586, 39, 18.46986587816229, 96, 'High Risk'),
(6016, 74, 19, '38:45.7', 36.28021853, 99.68301913158062, 133, 75, 67, 'Male', 78.08576163635799, 1.506610690497957, 0.08490176, 58, 34.40089654893034, 94.33333333333333, 'High Risk'),
(6017, 97, 19, '37:45.7', 36.087313226619145, 95.81642979189134, 138, 76, 50, 'Male', 95.84711428619981, 1.5044407860374431, 0.10354414148108809, 62, 42.34760409771987, 96.66666666666666, 'High Risk'),
(6018, 64, 16, '36:45.7', 36.206170593468336, 96.50534928813889, 125, 87, 46, 'Female', 51.03157186184627, 1.803207671053788, 0.076930537, 38, 15.69449886905044, 99.66666666666667, 'High Risk'),
(6019, 91, 14, '35:45.7', 36.41579615176211, 95.54683626724722, 131, 70, 81, 'Male', 51.57901620497483, 1.8652746061002765, 0.13780109014844524, 61, 14.824754113589664, 90.33333333333333, 'High Risk'),
(6020, 68, 12, '34:45.7', 36.924235896744925, 97.66263343216605, 139, 85, 23, 'Male', 95.18226088532137, 1.5216729409935943, 0.08898403, 54, 41.10677262, 103, 'High Risk'),
(6021, 95, 17, '33:45.7', 36.483680757722524, 96.74393081446195, 130, 81, 59, 'Female', 65.35694619002933, 1.832816279612151, 0.12559796383714916, 49, 19.456014626587653, 97.33333333333333, 'High Risk'),
(6022, 67, 18, '32:45.7', 37.460162972360195, 95.17057541375695, 131, 81, 74, 'Female', 84.51581922799113, 1.935716331393294, 0.051975732, 50, 22.55561002228833, 97.66666666666666, 'Low Risk'),
(6023, 83, 18, '31:45.7', 36.97726276725083, 98.96730809974538, 124, 83, 42, 'Female', 52.97700425343883, 1.9055186089937508, 0.14340275445249123, 41, 14.590192011642232, 96.66666666666667, 'High Risk'),
(6024, 63, 12, '30:45.7', 36.08775574368907, 98.87547207928819, 123, 87, 47, 'Male', 73.16885800128654, 1.8728926908366081, 0.077485261, 36, 20.859336358424944, 99, 'Low Risk'),
(6025, 77, 18, '29:45.7', 37.089524790560056, 97.33250319528268, 118, 72, 41, 'Female', 69.08018455, 1.5832097525736435, 0.11612639615089553, 46, 27.559832658520186, 87.33333333333333, 'Low Risk'),
(6026, 87, 13, '28:45.7', 36.92738118296446, 98.56679565655368, 131, 78, 36, 'Male', 77.78218198176992, 1.7145294758784684, 0.072139074, 53, 26.460022573674657, 95.66666666666666, 'Low Risk'),
(6027, 96, 16, '27:45.7', 36.99699577375193, 96.91237386172222, 116, 81, 38, 'Male', 90.76697753600448, 1.732072836696339, 0.058951374, 35, 30.25488957877613, 92.66666666666667, 'High Risk'),
(6028, 96, 17, '26:45.7', 36.014038506687484, 98.25289970214008, 110, 78, 75, 'Male', 60.80827783, 1.8003067736251537, 0.097121803, 32, 18.761591370399294, 88.66666666666667, 'High Risk'),
(6029, 77, 18, '25:45.7', 37.36934754293357, 95.18021339, 114, 86, 27, 'Male', 83.52466525663755, 1.7621707574791805, 0.095544406, 28, 26.897924098165177, 95.33333333333333, 'Low Risk'),
(6030, 93, 12, '24:45.7', 36.555839645581024, 95.93588336787099, 132, 87, 24, 'Male', 88.05268627545078, 1.679417909, 0.14212396310742953, 45, 31.219435758904336, 102, 'High Risk'),
(6031, 79, 17, '23:45.7', 36.66307781, 98.66670813787546, 138, 85, 66, 'Female', 63.396727262504804, 1.8877697119275074, 0.12650942458291098, 53, 17.789707652742084, 102.66666666666666, 'High Risk'),
(6032, 91, 19, '22:45.7', 36.13407174301574, 99.49120025480823, 133, 72, 22, 'Female', 77.31556449116911, 1.6293499863239327, 0.050568226, 61, 29.12313802326855, 92.33333333333333, 'High Risk'),
(6033, 82, 12, '21:45.7', 36.82333158629437, 95.43590401821542, 121, 75, 58, 'Male', 96.98186208127896, 1.5621112758737976, 0.073816624, 46, 39.74354331954759, 90.33333333333333, 'High Risk'),
(6034, 63, 14, '20:45.7', 36.54757298050781, 98.65261759392222, 130, 84, 21, 'Female', 72.19469834, 1.9107292282730293, 0.06386502, 46, 19.774568338337215, 99.33333333333333, 'Low Risk'),
(6035, 60, 16, '19:45.7', 36.87789059016815, 99.99328181602918, 130, 71, 79, 'Female', 54.692224888132216, 1.6467025722934394, 0.074882912, 59, 20.169506077299875, 90.66666666666666, 'Low Risk'),
(6036, 92, 19, '18:45.7', 36.56916355370272, 95.41526875467088, 119, 77, 37, 'Male', 93.81594427034244, 1.8384509743076531, 0.14677386779282578, 42, 27.757001442220474, 91, 'High Risk'),
(6037, 65, 13, '17:45.7', 37.14802860641405, 97.36725295420544, 128, 81, 57, 'Male', 63.67188628829316, 1.785866930219111, 0.10460370623180248, 47, 19.96409029641247, 96.66666666666667, 'Low Risk'),
(6038, 67, 13, '16:45.7', 36.752300905858334, 99.64120548188365, 120, 77, 48, 'Female', 57.33294461983788, 1.767052542388397, 0.1366698225212546, 43, 18.36138010925425, 91.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(6039, 65, 16, '15:45.7', 37.361757597079716, 95.33030447638306, 131, 85, 34, 'Female', 75.48927288925887, 1.897438732991271, 0.074632522, 46, 20.96764808080106, 100.33333333333333, 'Low Risk'),
(6040, 75, 15, '14:45.7', 36.401281008149994, 97.46415561677306, 126, 84, 27, 'Male', 60.77785087652835, 1.987909312447439, 0.14016283209398633, 42, 15.37985364928879, 98, 'High Risk'),
(6041, 84, 13, '13:45.7', 36.18934073336893, 96.88709874971352, 134, 70, 18, 'Female', 88.47534004331533, 1.8471903819722366, 0.11399423263400195, 64, 25.92978544560367, 91.33333333333333, 'Low Risk'),
(6042, 71, 18, '12:45.7', 36.409571244002166, 97.07574456596709, 113, 76, 36, 'Male', 50.43930029749018, 1.9006595816500316, 0.1393223770305682, 37, 13.962409611171024, 88.33333333333333, 'High Risk'),
(6043, 60, 19, '11:45.7', 36.307532833565325, 97.12779209744352, 117, 77, 47, 'Male', 73.96107129511188, 1.7547909403284154, 0.091605899, 40, 24.018861948512257, 90.33333333333333, 'Low Risk'),
(6044, 93, 15, '10:45.7', 36.776862728733335, 98.90159622444826, 134, 86, 89, 'Female', 80.56475611752656, 1.7920372591720386, 0.13032954487023227, 48, 25.08713267593687, 102, 'High Risk'),
(6045, 94, 13, '09:45.7', 36.82875274421154, 99.05729524532651, 123, 89, 35, 'Male', 91.81794718, 1.9143666830540114, 0.072152173, 34, 25.054014478668247, 100.33333333333333, 'High Risk'),
(6046, 92, 12, '08:45.7', 36.74306328984373, 95.75469643, 116, 70, 33, 'Male', 98.47934796016796, 1.9286694735758998, 0.0726328, 46, 26.47460877742246, 85.33333333333333, 'High Risk'),
(6047, 62, 14, '07:45.7', 37.05946242, 97.25926534066335, 116, 79, 80, 'Male', 82.54986677, 1.511504105050037, 0.082435219, 37, 36.13247531651795, 91.33333333333333, 'High Risk'),
(6048, 91, 14, '06:45.7', 36.7704282, 99.40970621909437, 124, 85, 28, 'Male', 50.62554488927307, 1.622334962476505, 0.13677332954689758, 39, 19.23484342098387, 98, 'High Risk'),
(6049, 76, 18, '05:45.7', 37.309214310930635, 98.34196858, 121, 74, 28, 'Male', 70.95046443643159, 1.6321592003505891, 0.13799088009556448, 47, 26.633620533063596, 89.66666666666667, 'Low Risk'),
(6050, 66, 15, '04:45.7', 36.75597647959755, 95.11361788502657, 112, 77, 43, 'Female', 88.48276182593497, 1.5522651454712368, 0.053487972103625575, 35, 36.722044957547716, 88.66666666666667, 'High Risk'),
(6051, 70, 18, '03:45.7', 36.59644291359982, 99.35896245909734, 110, 88, 87, 'Female', 79.42198291207437, 1.7056890004019591, 0.14438120053864983, 22, 27.298641061296767, 95.33333333333333, 'Low Risk'),
(6052, 82, 17, '02:45.7', 36.63366168632789, 97.12567909643236, 127, 87, 77, 'Male', 68.31006852167516, 1.6077600462009778, 0.10897114409156838, 40, 26.426658771540666, 100.33333333333333, 'Low Risk'),
(6053, 74, 14, '01:45.7', 37.24088948652698, 98.44276798580607, 123, 83, 70, 'Male', 64.15422784519372, 1.9416591081510937, 0.1448232882202587, 40, 17.016855597053297, 96.33333333333333, 'High Risk'),
(6054, 95, 14, '00:45.7', 36.164675871000966, 98.33289423641625, 117, 80, 70, 'Female', 84.74870774701182, 1.757149634884279, 0.058113467, 37, 27.448308836522227, 92.33333333333333, 'High Risk'),
(6055, 63, 15, '59:45.7', 36.83139307320959, 99.21397474, 129, 79, 69, 'Female', 60.35327520805257, 1.7295379993216282, 0.13792238878305302, 50, 20.176258178060912, 95.66666666666666, 'Low Risk'),
(6056, 98, 18, '58:45.7', 36.95745080847213, 99.11471194217444, 112, 86, 56, 'Female', 54.24661424171578, 1.693928687232745, 0.12619200741428066, 26, 18.905248539657464, 94.66666666666667, 'High Risk'),
(6057, 82, 18, '57:45.7', 36.59417465476042, 99.26373893779576, 113, 75, 78, 'Male', 97.67606358450524, 1.5723337267903197, 0.08011721, 38, 39.509241167557164, 87.66666666666667, 'High Risk'),
(6058, 97, 13, '56:45.7', 36.12150781, 97.11264281233329, 119, 87, 82, 'Female', 51.56762124841275, 1.5196805840692442, 0.14252325934706744, 32, 22.32916427209311, 97.66666666666667, 'High Risk'),
(6059, 76, 18, '55:45.7', 37.156147871133754, 97.13506863632233, 122, 83, 56, 'Male', 62.116486676089224, 1.902263845198833, 0.092073101, 39, 17.16585250322465, 96, 'High Risk'),
(6060, 93, 13, '54:45.7', 37.014810285415024, 99.06317992415596, 129, 89, 26, 'Male', 86.59446822269729, 1.9618188785942137, 0.14712018932661375, 40, 22.499472214276064, 102.33333333333333, 'High Risk'),
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(6239, 95, 12, '55:45.7', 36.320427067651146, 95.47726095609995, 129, 79, 47, 'Female', 71.03460114854163, 1.6322275347680986, 0.074022776, 50, 26.662971380568806, 95.66666666666666, 'High Risk'),
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(6243, 91, 18, '51:45.7', 36.61461851953607, 99.55235149, 112, 84, 62, 'Female', 61.57194788421148, 1.6260215399159357, 0.080050698, 28, 23.287898754396213, 93.33333333333333, 'High Risk'),
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(6252, 87, 17, '42:45.7', 37.216286457426484, 99.73291522539245, 123, 72, 76, 'Female', 89.91077885650341, 1.597595899975435, 0.082130007, 51, 35.22718054062739, 89, 'High Risk'),
(6253, 98, 17, '41:45.7', 36.69150614626031, 95.21124111907193, 113, 75, 66, 'Female', 78.98251015931538, 1.5891562897481104, 0.082589262, 38, 31.275028184465082, 87.66666666666667, 'High Risk'),
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(6255, 82, 14, '39:45.7', 36.59715950991739, 99.03066115370324, 137, 82, 59, 'Male', 76.70045877598861, 1.773683764829683, 0.059068508, 55, 24.380666848891686, 100.33333333333333, 'Low Risk'),
(6256, 61, 14, '38:45.7', 36.17925535017493, 98.73167168, 124, 71, 67, 'Male', 73.22972362916975, 1.5452553859154956, 0.14541696961175213, 53, 30.668099466449025, 88.66666666666666, 'High Risk'),
(6257, 74, 16, '37:45.7', 36.72703596809067, 96.00065512859908, 124, 85, 62, 'Male', 72.77082683091822, 1.569166560529913, 0.083114805, 39, 29.554200837210843, 98, 'Low Risk'),
(6258, 87, 15, '36:45.7', 37.01653021960579, 99.38172672344379, 110, 73, 52, 'Male', 83.73173602, 1.8976804492620798, 0.091159615, 37, 23.251122748392238, 85.33333333333333, 'Low Risk'),
(6259, 60, 19, '35:45.7', 37.34223295480796, 99.44522063081644, 121, 85, 81, 'Female', 97.38349966801404, 1.716251732748179, 0.06234255, 36, 33.06156445451781, 97, 'High Risk'),
(6260, 69, 13, '34:45.7', 36.79315971419334, 97.99582079411817, 118, 71, 32, 'Male', 65.66346123135244, 1.688057623057223, 0.051706164, 47, 23.043542081690717, 86.66666666666667, 'Low Risk'),
(6261, 95, 18, '33:45.7', 36.62530997125886, 98.26614989, 128, 85, 78, 'Male', 82.84217012277674, 1.9540334383783058, 0.14634782845444722, 43, 21.696390281323783, 99.33333333333333, 'High Risk'),
(6262, 74, 18, '32:45.7', 37.280330500368585, 96.04794909512576, 124, 77, 21, 'Female', 87.71410162914634, 1.6103206084425987, 0.064196015, 47, 33.82553838470052, 92.66666666666667, 'High Risk'),
(6263, 92, 18, '31:45.7', 36.72888860218737, 97.36630421680867, 134, 72, 88, 'Male', 72.87178226983156, 1.8200652839186708, 0.11382847015878243, 62, 21.998114565846787, 92.66666666666666, 'High Risk'),
(6264, 86, 17, '30:45.7', 36.702573506726715, 98.75726606177169, 114, 89, 24, 'Female', 96.32934480933218, 1.822775835440592, 0.07594123, 25, 28.99292829215351, 97.33333333333333, 'Low Risk'),
(6265, 72, 15, '29:45.7', 36.465591375606515, 97.19672102, 128, 82, 70, 'Female', 77.01003368, 1.59932706, 0.13301801776074862, 46, 30.107364629887897, 97.33333333333333, 'High Risk'),
(6266, 74, 12, '28:45.7', 37.19109531711027, 99.93966590936158, 119, 78, 78, 'Female', 95.43753904249293, 1.7325080613848778, 0.050005223, 41, 31.795722935420944, 91.66666666666667, 'High Risk'),
(6267, 79, 13, '27:45.7', 36.72048923843216, 96.02698343411731, 115, 88, 78, 'Female', 64.81958713900713, 1.8888900076318031, 0.14833296732515341, 27, 18.16740602, 97, 'High Risk'),
(6268, 89, 12, '26:45.7', 37.01146003527637, 95.43759015242325, 121, 84, 50, 'Female', 52.39165898349027, 1.540466058824621, 0.11582310543413424, 37, 22.077906143838977, 96.33333333333333, 'Low Risk'),
(6269, 77, 14, '25:45.7', 37.14628476268996, 99.48688008066522, 116, 71, 52, 'Female', 72.03687812895038, 1.9488098414615695, 0.089414836, 45, 18.967756040789006, 86, 'Low Risk'),
(6270, 66, 17, '24:45.7', 37.424226881270606, 95.27446305632192, 126, 88, 52, 'Male', 62.95323712193483, 1.6737358928148742, 0.072301285, 38, 22.472128406972868, 100.66666666666667, 'Low Risk'),
(6271, 93, 16, '23:45.7', 37.08615412236038, 96.23003824463719, 122, 85, 68, 'Male', 59.419173379887994, 1.5635896282121424, 0.11112515870566184, 37, 24.30418396555305, 97.33333333333333, 'High Risk'),
(6272, 73, 13, '22:45.7', 36.48636287200338, 95.55926844425561, 131, 78, 56, 'Male', 96.34539515865015, 1.7574217717678704, 0.050230633, 53, 31.194566705990805, 95.66666666666666, 'High Risk'),
(6273, 82, 19, '21:45.7', 36.01946730251478, 96.80220693767203, 123, 81, 58, 'Male', 56.10882288598256, 1.6893322782025284, 0.075409996, 42, 19.660791482822123, 95, 'Low Risk'),
(6274, 60, 14, '20:45.7', 37.01989924390996, 96.39914805801206, 133, 89, 29, 'Female', 75.69651858458806, 1.7982112495033116, 0.085723275, 44, 23.40962654768383, 103.66666666666667, 'Low Risk'),
(6275, 82, 12, '19:45.7', 36.02455031, 97.51876966988803, 117, 85, 76, 'Female', 58.82339242861177, 1.979101215090703, 0.090433327, 32, 15.01806765294151, 95.66666666666667, 'High Risk'),
(6276, 74, 14, '18:45.7', 36.143572618202356, 95.89984983533185, 124, 75, 82, 'Male', 94.21789102990596, 1.887173867095869, 0.057812657094648834, 49, 26.455108732004504, 91.33333333333333, 'Low Risk'),
(6277, 96, 18, '17:45.7', 36.27420310685548, 98.92923128545867, 118, 75, 58, 'Female', 73.54659297291275, 1.5154504360587955, 0.050761537, 43, 32.02425866153797, 89.33333333333333, 'High Risk'),
(6278, 65, 13, '16:45.7', 36.82137558373005, 99.33604692623284, 123, 76, 18, 'Male', 72.12716848837071, 1.858267260897858, 0.086604627, 47, 20.88731095659526, 91.66666666666667, 'Low Risk'),
(6279, 70, 12, '15:45.7', 37.21743924551318, 96.70848839862894, 136, 83, 41, 'Female', 70.78749661467079, 1.7187312933528118, 0.065820828, 53, 23.962966751685116, 100.66666666666666, 'Low Risk'),
(6280, 63, 14, '14:45.7', 36.68222920405801, 99.10748931494624, 129, 77, 61, 'Male', 76.09719653841569, 1.9417772789921894, 0.1279311048981288, 52, 20.18226142321981, 94.33333333333333, 'Low Risk'),
(6281, 64, 19, '13:45.7', 37.22268511, 96.04989351887133, 112, 77, 88, 'Female', 68.98140716841348, 1.7139984657957408, 0.053241487, 35, 23.480708210959694, 88.66666666666667, 'Low Risk'),
(6282, 90, 13, '12:45.7', 36.38522419044282, 96.85264934, 124, 74, 75, 'Female', 84.68172897310235, 1.8208391459808158, 0.072826573, 50, 25.54150907758184, 90.66666666666666, 'Low Risk'),
(6283, 65, 17, '11:45.7', 36.93115402880937, 95.45200489, 121, 88, 80, 'Male', 83.00367592274132, 1.800205874835612, 0.1478566468226467, 33, 25.61255929135981, 99, 'Low Risk'),
(6284, 71, 12, '10:45.7', 37.36543605959633, 99.65439164961951, 117, 77, 66, 'Male', 67.88025736171218, 1.6725057178097102, 0.07822614, 40, 24.266562363338696, 90.33333333333333, 'Low Risk'),
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(6288, 65, 17, '06:45.7', 37.03509272, 98.45981676499316, 110, 77, 36, 'Female', 56.68580114472358, 1.8389482688765661, 0.099337205, 33, 16.762363883059752, 88, 'High Risk'),
(6289, 70, 18, '05:45.7', 36.98990254861914, 96.84050756856686, 117, 89, 39, 'Female', 51.14010244, 1.5370193347186984, 0.13133795079934518, 28, 21.64725994369094, 98.33333333333333, 'Low Risk'),
(6290, 90, 17, '04:45.7', 36.338421810271335, 96.95054319959918, 115, 78, 67, 'Male', 63.38512731220368, 1.5299715446913913, 0.1493175302174512, 37, 27.078254125215135, 90.33333333333333, 'Low Risk'),
(6291, 63, 17, '03:45.7', 36.74109436308686, 95.55242865908049, 118, 88, 59, 'Male', 93.45406737092524, 1.892267586761569, 0.087166626, 30, 26.099555277157254, 98, 'Low Risk'),
(6292, 94, 15, '02:45.7', 37.34893287301355, 97.49869500414952, 111, 78, 27, 'Male', 74.04699108731495, 1.5326761023874167, 0.12479488931387928, 33, 31.521483153280233, 89, 'High Risk'),
(6293, 61, 18, '01:45.7', 36.21655377102229, 96.66493987823709, 123, 75, 24, 'Male', 76.22419783, 1.8679677268558605, 0.10668353355815144, 48, 21.845104444001436, 91, 'Low Risk'),
(6294, 76, 17, '00:45.7', 36.27516784680881, 98.73891298914653, 126, 88, 59, 'Male', 50.89353853985837, 1.6503980320785074, 0.050788995, 38, 18.684662320008755, 100.66666666666667, 'Low Risk'),
(6295, 99, 14, '59:45.7', 36.84102078162117, 98.52677337831192, 120, 71, 22, 'Male', 95.49388350410882, 1.7069456445420501, 0.10355991120146006, 49, 32.77450731225493, 87.33333333333333, 'High Risk'),
(6296, 77, 14, '58:45.7', 37.48685159269736, 99.20748941253251, 137, 81, 85, 'Male', 54.053226129514336, 1.8103803873011977, 0.11795054711763243, 56, 16.492327393809425, 99.66666666666666, 'High Risk'),
(6297, 67, 12, '57:45.7', 36.81905965614646, 95.97947541434658, 127, 77, 72, 'Female', 77.12836452754425, 1.7766114230928454, 0.1389960065245452, 50, 24.435949678171923, 93.66666666666666, 'Low Risk'),
(6298, 78, 17, '56:45.7', 36.75909892256629, 96.03192588524541, 135, 74, 71, 'Male', 97.69335166862226, 1.907001449037455, 0.1391399568198611, 61, 26.863522766108535, 94.33333333333333, 'Low Risk'),
(6299, 81, 16, '55:45.7', 37.01605949, 99.01285887040473, 136, 88, 62, 'Male', 70.91182451, 1.918560826867258, 0.054141142, 48, 19.264933488438995, 104, 'Low Risk'),
(6300, 82, 14, '54:45.7', 37.39184463083699, 96.83690726456385, 137, 71, 37, 'Female', 97.45775014164056, 1.8053651086284894, 0.12803695434060547, 66, 29.901039840056328, 93, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(6302, 64, 19, '52:45.7', 36.606374888399046, 99.35304207696697, 115, 71, 22, 'Female', 53.442664832199306, 1.5164938259022356, 0.067723976, 44, 23.23843154254847, 85.66666666666667, 'Low Risk'),
(6303, 91, 15, '51:45.7', 37.01201960662614, 98.06365115977346, 137, 84, 32, 'Male', 59.13717918636896, 1.6162002124636201, 0.060208559, 53, 22.639680103117843, 101.66666666666666, 'High Risk'),
(6304, 63, 16, '50:45.7', 37.10030293471241, 96.42179999, 136, 87, 84, 'Male', 76.58415130027096, 1.7380429499170957, 0.14350711813905348, 49, 25.352330928386618, 103.33333333333333, 'Low Risk'),
(6305, 69, 14, '49:45.7', 36.221232308471016, 96.18197441575894, 129, 84, 78, 'Male', 51.38377257415797, 1.5172954402268874, 0.13731875378418798, 45, 22.319562704511014, 99, 'Low Risk'),
(6306, 69, 15, '48:45.7', 37.35348077782158, 95.26063568, 113, 75, 54, 'Male', 60.79767477373093, 1.5505453014000037, 0.060500013084563486, 38, 25.288207783291018, 87.66666666666667, 'Low Risk'),
(6307, 94, 15, '47:45.7', 37.001449467445056, 98.48689858614784, 130, 76, 67, 'Female', 86.58595094789776, 1.9319903760710828, 0.051984528, 54, 23.197303982580564, 94, 'High Risk'),
(6308, 98, 14, '46:45.7', 36.30350672687331, 99.78945301, 126, 79, 24, 'Female', 68.34125748, 1.5330336561748654, 0.063217082, 47, 29.079007983996444, 94.66666666666667, 'High Risk'),
(6309, 90, 19, '45:45.7', 36.24438055845456, 96.60547738743733, 119, 71, 29, 'Female', 73.68022680777464, 1.6726555167067458, 0.088128412, 48, 26.33527996195831, 87, 'Low Risk'),
(6310, 72, 15, '44:45.7', 36.78711672125146, 99.12128797609527, 113, 86, 41, 'Female', 70.76343229, 1.6153000533181796, 0.090071839, 27, 27.120798675407197, 95, 'Low Risk'),
(6311, 68, 13, '43:45.7', 36.69865943770264, 99.77789473201484, 132, 88, 51, 'Male', 89.93312937972907, 1.9952369926656721, 0.061329236, 44, 22.59075414781511, 102.66666666666667, 'Low Risk'),
(6312, 84, 15, '42:45.7', 37.28819224686181, 96.33728810596082, 114, 89, 42, 'Male', 71.07985468292088, 1.835925497792835, 0.1054930137831345, 25, 21.08805008167415, 97.33333333333333, 'Low Risk'),
(6313, 96, 19, '41:45.7', 37.20477935277642, 95.07691390082569, 110, 81, 63, 'Male', 83.68584269537311, 1.7920962383469692, 0.12276652536615557, 29, 26.057295450534575, 90.66666666666667, 'High Risk'),
(6314, 69, 12, '40:45.7', 36.88775963685049, 95.14097480881301, 116, 89, 60, 'Female', 57.42334630315832, 1.7585341987411645, 0.057939188, 27, 18.568929181573225, 98, 'Low Risk'),
(6315, 66, 12, '39:45.7', 37.293459953280475, 95.06169151733646, 124, 80, 64, 'Female', 65.31736987, 1.5887681980408366, 0.083954215, 44, 25.87662383, 94.66666666666667, 'Low Risk'),
(6316, 68, 13, '38:45.7', 36.28408888513769, 95.21781807272342, 130, 78, 42, 'Female', 66.82694559199093, 1.532581416240439, 0.13176710733489236, 52, 28.451456338283407, 95.33333333333333, 'Low Risk'),
(6317, 77, 12, '37:45.7', 36.23342778967491, 98.04887322837197, 110, 80, 75, 'Male', 64.28346987333902, 1.909237510404464, 0.10868652618161007, 30, 17.635159598321447, 90, 'High Risk'),
(6318, 69, 19, '36:45.7', 36.20036709623957, 97.39795867361079, 137, 85, 34, 'Female', 72.08244517, 1.6204665624566577, 0.1386115939351642, 52, 27.45044330015154, 102.33333333333333, 'Low Risk'),
(6319, 61, 17, '35:45.7', 36.24487290965685, 95.76457700392034, 114, 84, 38, 'Female', 72.05072824811087, 1.9309314439434795, 0.1368434049036089, 30, 19.324339783895066, 94, 'Low Risk'),
(6320, 96, 15, '34:45.7', 37.23780324129877, 98.82155778916932, 129, 77, 39, 'Male', 75.70499547967755, 1.7903403455874387, 0.099435308, 52, 23.61855591791987, 94.33333333333333, 'High Risk'),
(6321, 60, 19, '33:45.7', 37.42330733135969, 99.23390150271858, 113, 85, 52, 'Female', 89.01197529035957, 1.8062011218723293, 0.053415016020327236, 28, 27.284514057166454, 94.33333333333333, 'Low Risk'),
(6322, 74, 13, '32:45.7', 36.60982818848373, 99.34595369, 126, 77, 71, 'Female', 68.26698430536504, 1.9666209087332969, 0.088255961, 49, 17.65100402345203, 93.33333333333333, 'High Risk'),
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(6501, 69, 18, '33:45.7', 37.203246490046254, 96.03793825087914, 123, 75, 25, 'Female', 91.42671236458303, 1.9648034825558132, 0.074799572, 48, 23.682899099115456, 91, 'Low Risk'),
(6502, 87, 14, '32:45.7', 37.46672455396761, 97.1392261, 119, 70, 41, 'Female', 82.84370325758093, 1.7171432120985646, 0.094605019, 49, 28.09612778885504, 86.33333333333333, 'Low Risk'),
(6503, 89, 14, '31:45.7', 37.06333782540226, 96.32532518593845, 111, 74, 74, 'Male', 53.375054086503354, 1.720039084353383, 0.063912684, 37, 18.041045307339722, 86.33333333333333, 'High Risk'),
(6504, 94, 18, '30:45.7', 36.538850085218826, 96.63649156857768, 111, 89, 21, 'Female', 63.749206221610464, 1.747478918493526, 0.097151313, 22, 20.876173193573564, 96.33333333333333, 'High Risk'),
(6505, 65, 12, '29:45.7', 36.71487890348451, 95.21349451791677, 121, 83, 72, 'Female', 93.01734668087484, 1.939548202, 0.062203352, 38, 24.726508297172252, 95.66666666666667, 'Low Risk'),
(6506, 84, 12, '28:45.7', 36.91158137294375, 96.80936568, 110, 87, 18, 'Female', 64.19184122920642, 1.9762148983032866, 0.1374911486446575, 23, 16.436581396191116, 94.66666666666667, 'High Risk'),
(6507, 70, 14, '27:45.7', 36.27729047, 98.41925418493615, 110, 75, 76, 'Female', 73.59292586578648, 1.8010523131839102, 0.095830864, 35, 22.68733138954631, 86.66666666666667, 'Low Risk'),
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(6509, 64, 13, '25:45.7', 37.139248368982244, 97.77474542598023, 124, 76, 69, 'Female', 91.66647449, 1.6157158601676902, 0.085963095, 48, 35.11402001986296, 92, 'High Risk'),
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(6511, 96, 18, '23:45.7', 37.32139337622488, 95.80630881121078, 113, 76, 71, 'Male', 79.59575698343623, 1.9618153145341528, 0.1364366992282353, 37, 20.681101996011652, 88.33333333333333, 'High Risk'),
(6512, 96, 18, '22:45.7', 36.145179133544694, 99.15648208343653, 113, 89, 63, 'Male', 94.07268416355814, 1.928460834816799, 0.054080963293663055, 24, 25.29541969422389, 97, 'High Risk'),
(6513, 89, 14, '21:45.7', 36.93448741759767, 98.40676309523374, 126, 83, 69, 'Female', 64.59471147912674, 1.826404278530327, 0.099990805, 43, 19.36435924511437, 97.33333333333333, 'Low Risk'),
(6514, 98, 14, '20:45.7', 36.83345676772307, 98.66943949458816, 134, 86, 76, 'Female', 51.13531674017486, 1.5564899280084807, 0.12571397689153835, 48, 21.107088005909258, 102, 'High Risk'),
(6515, 70, 19, '19:45.7', 36.639539140334314, 97.13630657174522, 122, 85, 19, 'Female', 95.08097595990736, 1.5807420675089257, 0.083915809, 37, 38.05148486271234, 97.33333333333333, 'High Risk'),
(6516, 95, 13, '18:45.7', 36.71649526357192, 97.55652546385527, 116, 71, 23, 'Female', 77.92852677, 1.9563670824763641, 0.060316806418546046, 45, 20.360843806994996, 86, 'High Risk'),
(6517, 94, 17, '17:45.7', 36.93763435909021, 99.98443216783323, 119, 72, 84, 'Male', 69.49438026366958, 1.8905346409788166, 0.065418843, 47, 19.443766961466824, 87.66666666666667, 'High Risk'),
(6518, 72, 15, '16:45.7', 36.105437102661895, 95.07383698859309, 138, 75, 60, 'Male', 70.14303355852344, 1.6738539772278311, 0.056853603722127055, 63, 25.03510442680888, 96, 'Low Risk'),
(6519, 81, 15, '15:45.7', 36.48695902440923, 99.61211405706752, 132, 71, 52, 'Female', 97.62568525005685, 1.574689531496255, 0.13428256693989202, 61, 39.37079773926905, 91.33333333333333, 'High Risk'),
(6520, 66, 14, '14:45.7', 36.44397486128149, 96.47825937834573, 139, 73, 49, 'Male', 91.06878662157041, 1.983284733673132, 0.10011068856105496, 66, 23.152581004511156, 95, 'Low Risk'),
(6521, 91, 13, '13:45.7', 36.41692394, 95.74631878186985, 125, 84, 78, 'Female', 80.76731156925652, 1.9881403563463658, 0.0717327, 41, 20.43344274509506, 97.66666666666667, 'High Risk'),
(6522, 72, 16, '12:45.7', 36.38069233616842, 95.09889900268408, 124, 77, 36, 'Female', 85.55969493825742, 1.773247342871776, 0.066260815, 47, 27.21012844906167, 92.66666666666667, 'Low Risk'),
(6523, 62, 17, '11:45.7', 37.007844728101674, 97.66920329743843, 136, 81, 27, 'Female', 87.19146025446419, 1.5302032520346422, 0.11986421468747821, 55, 37.23708789938761, 99.33333333333333, 'High Risk'),
(6524, 83, 17, '10:45.7', 37.455339792602196, 97.01232392162002, 120, 87, 66, 'Male', 75.43020325012401, 1.7940687461173408, 0.062644184, 33, 23.43511650021329, 98, 'Low Risk'),
(6525, 84, 18, '09:45.7', 36.02802492, 97.83259246410678, 126, 84, 50, 'Female', 98.62341104101696, 1.6821646418460738, 0.13034469248712444, 42, 34.853228934189374, 98, 'High Risk'),
(6526, 70, 13, '08:45.7', 36.50026814521065, 99.80294333683096, 111, 71, 35, 'Female', 92.71479232753126, 1.654730402208604, 0.12591193789241784, 40, 33.86059126802391, 84.33333333333333, 'High Risk'),
(6527, 71, 17, '07:45.7', 36.40229346510817, 96.30321589162813, 129, 84, 62, 'Male', 89.53072233471559, 1.9577867595827905, 0.055109804, 45, 23.35830442677204, 99, 'Low Risk'),
(6528, 64, 17, '06:45.7', 36.545797083477346, 95.85070209384178, 136, 74, 53, 'Female', 70.05098646562196, 1.9283385652803706, 0.10721761621547662, 62, 18.838559087169738, 94.66666666666666, 'Low Risk'),
(6529, 94, 16, '05:45.7', 36.478722318580836, 99.63529777027641, 128, 83, 27, 'Male', 96.29885807, 1.9271595438012534, 0.090846576, 45, 25.929001748796665, 98, 'High Risk'),
(6530, 77, 15, '04:45.7', 37.06295521693255, 99.59829936039677, 133, 89, 26, 'Male', 96.00779231455333, 1.5749272248976809, 0.1401065517596619, 44, 38.70664259255678, 103.66666666666667, 'High Risk'),
(6531, 64, 19, '03:45.7', 37.28571457896781, 97.60036574, 127, 71, 57, 'Male', 76.73777166818994, 1.9431481780267315, 0.059202283, 56, 20.32344583872322, 89.66666666666666, 'Low Risk'),
(6532, 86, 16, '02:45.7', 37.484548096466966, 95.88878348863183, 127, 73, 23, 'Female', 56.258224016014914, 1.6699165377900507, 0.063367397, 54, 20.174207649571628, 91, 'Low Risk'),
(6533, 67, 17, '01:45.7', 37.30870878664701, 95.81645881950492, 139, 79, 87, 'Male', 58.862427431629676, 1.5126447057073515, 0.11867788222511506, 60, 25.725528446330838, 99, 'Low Risk'),
(6534, 62, 15, '00:45.7', 36.60043752, 96.58802551, 128, 75, 18, 'Male', 72.52082769605714, 1.6169248094863864, 0.12510444223292977, 53, 27.738508329177122, 92.66666666666666, 'Low Risk'),
(6535, 94, 17, '59:45.7', 36.014122988254066, 98.84916718020511, 132, 73, 42, 'Male', 51.238382484652014, 1.791838728208409, 0.1259067889494252, 59, 15.958702295797247, 92.66666666666666, 'High Risk'),
(6536, 93, 19, '58:45.7', 37.22717059360714, 96.74040516244288, 132, 89, 46, 'Male', 91.05399746647359, 1.892573837574193, 0.070512133, 43, 25.421042256852374, 103.33333333333333, 'High Risk'),
(6537, 80, 15, '57:45.7', 36.323729476022706, 99.17050285250589, 135, 79, 64, 'Female', 72.53576279162314, 1.732052083380277, 0.10607586598462579, 56, 24.17855197783273, 97.66666666666666, 'Low Risk'),
(6538, 89, 16, '56:45.7', 37.45602251, 99.95246590185063, 135, 74, 56, 'Male', 87.87308389698791, 1.6787141041544245, 0.072993339, 61, 31.181886731070342, 94.33333333333333, 'High Risk'),
(6539, 62, 19, '55:45.7', 37.32655477138998, 97.23534213983274, 114, 87, 84, 'Male', 94.22879536796606, 1.532732282369151, 0.106628581, 27, 40.109849265348174, 96, 'High Risk'),
(6540, 74, 17, '54:45.7', 37.15124241225581, 98.84418633545312, 129, 73, 66, 'Male', 84.29792797829934, 1.866609206932984, 0.11578237887297817, 56, 24.194134611620935, 91.66666666666666, 'Low Risk'),
(6541, 70, 16, '53:45.7', 36.90191460012665, 96.30056717975168, 135, 78, 36, 'Female', 86.66203482, 1.7701027740263462, 0.066979233, 57, 27.658709735571556, 97, 'Low Risk'),
(6542, 72, 17, '52:45.7', 37.41282792191045, 97.01211311442759, 133, 71, 77, 'Male', 54.20777661645845, 1.8836144355784596, 0.10891583361214707, 62, 15.278389390448174, 91.66666666666666, 'High Risk'),
(6543, 86, 16, '51:45.7', 36.40771979385264, 98.81513084641259, 115, 77, 44, 'Male', 99.31935911224116, 1.6535768928062826, 0.074259185, 38, 36.323285049097045, 89.66666666666667, 'High Risk'),
(6544, 99, 19, '50:45.7', 36.06312869905726, 95.45920927462691, 122, 73, 46, 'Female', 78.03529722370196, 1.8943983513793032, 0.064569453, 49, 21.744452378525153, 89.33333333333333, 'High Risk'),
(6545, 74, 15, '49:45.7', 36.15417285588429, 97.08455943369763, 136, 87, 64, 'Female', 69.15950787787379, 1.969926225313222, 0.094746933, 49, 17.82181661178902, 103.33333333333333, 'High Risk'),
(6546, 90, 19, '48:45.7', 36.560463217704346, 98.49103762977505, 123, 79, 89, 'Female', 81.02800469, 1.9482106744377659, 0.097332367, 44, 21.34830050589934, 93.66666666666667, 'Low Risk'),
(6547, 63, 14, '47:45.7', 36.057663892722395, 98.76182875442234, 115, 80, 72, 'Male', 92.38448208797642, 1.614093221697194, 0.072222772, 35, 35.46025064683765, 91.66666666666667, 'High Risk'),
(6548, 74, 19, '46:45.7', 37.13534055980795, 96.91689013176187, 110, 84, 53, 'Female', 71.28532022999073, 1.9417582387225794, 0.1098347877798264, 26, 18.906441353452422, 92.66666666666667, 'Low Risk'),
(6549, 81, 12, '45:45.7', 36.88697586712911, 97.33824978865181, 131, 87, 35, 'Male', 57.927770021634245, 1.7740811049635192, 0.071374985, 44, 18.40517153727671, 101.66666666666667, 'High Risk'),
(6550, 96, 14, '44:45.7', 37.36655498756914, 95.81446625784173, 139, 86, 19, 'Female', 90.84281753975662, 1.990778640846556, 0.08907639, 53, 22.921585279716897, 103.66666666666666, 'High Risk'),
(6551, 65, 17, '43:45.7', 36.60708251176468, 97.31616407378972, 137, 78, 73, 'Female', 78.48454820832492, 1.6175938304185686, 0.057145876, 59, 29.994746714653253, 97.66666666666666, 'Low Risk'),
(6552, 76, 18, '42:45.7', 36.749148829596834, 98.95259236, 112, 87, 83, 'Female', 93.54228203409518, 1.5996344846741535, 0.086000694, 25, 36.556654533614406, 95.33333333333333, 'High Risk'),
(6553, 67, 17, '41:45.7', 36.62389709891488, 97.28718109805796, 112, 76, 63, 'Female', 72.36525325361139, 1.9578302320455692, 0.12485809578834726, 36, 18.87904516611753, 88, 'Low Risk'),
(6554, 80, 17, '40:45.7', 37.340945331585196, 98.24393148139407, 122, 71, 47, 'Male', 96.65072157107323, 1.9289619696908709, 0.13022501144721227, 51, 25.975132396862996, 88, 'Low Risk'),
(6555, 79, 19, '39:45.7', 36.07181855361354, 96.6419249, 128, 73, 51, 'Female', 91.84860131315264, 1.7219175497978993, 0.13680878009210368, 55, 30.977605334526917, 91.33333333333333, 'High Risk'),
(6556, 62, 15, '38:45.7', 36.873724693867864, 97.58406056, 111, 83, 67, 'Female', 62.45375779832042, 1.7856966903245035, 0.055377781, 28, 19.585884419474755, 92.33333333333333, 'Low Risk'),
(6557, 92, 19, '37:45.7', 36.81792418947026, 96.14079156763135, 130, 88, 59, 'Female', 70.93180800468068, 1.6464808603412497, 0.094957701, 42, 26.16541677041209, 102, 'High Risk'),
(6558, 95, 15, '36:45.7', 36.39639056587649, 99.55675027, 126, 86, 84, 'Male', 84.07030814061409, 1.6403892701330864, 0.077142536, 40, 31.242717324616684, 99.33333333333333, 'High Risk'),
(6559, 78, 16, '35:45.7', 37.267355066522704, 97.26325758473004, 116, 89, 33, 'Male', 71.54791948651402, 1.5489359133760288, 0.057013187199317944, 27, 29.821543020092413, 98, 'Low Risk'),
(6560, 77, 19, '34:45.7', 36.608341045821994, 95.96529467228707, 118, 73, 72, 'Female', 55.006900382807714, 1.525507278015472, 0.055406208, 45, 23.63679591430733, 88, 'Low Risk'),
(6561, 62, 15, '33:45.7', 36.912149330974515, 99.63225423349962, 132, 82, 85, 'Male', 82.77058119467654, 1.7810334797738205, 0.11875455621088064, 50, 26.093470061532127, 98.66666666666666, 'Low Risk'),
(6562, 69, 18, '32:45.7', 36.83911495929149, 95.26090480115106, 136, 87, 41, 'Female', 54.41538431006568, 1.8733892206546539, 0.054490459503466815, 49, 15.504782084682487, 103.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(6564, 81, 15, '30:45.7', 36.39589587162864, 95.20278330947218, 121, 78, 71, 'Male', 87.57418768483146, 1.588166670525942, 0.073885256, 43, 34.720339440384606, 92.33333333333333, 'High Risk'),
(6565, 67, 14, '29:45.7', 36.319432745663065, 95.80443145820182, 137, 76, 18, 'Female', 61.38839758258366, 1.892076010645328, 0.092560626, 61, 17.147828777106323, 96.33333333333333, 'High Risk'),
(6566, 81, 18, '28:45.7', 36.38221433171882, 97.98397866, 120, 75, 25, 'Female', 73.01604695185404, 1.555722836, 0.13957775235188025, 45, 30.16851017284641, 90, 'High Risk'),
(6567, 69, 15, '27:45.7', 36.263695769591685, 97.37931228540693, 110, 86, 69, 'Female', 89.10458682670011, 1.5148749624042321, 0.063400858, 24, 38.82813092282717, 94, 'High Risk'),
(6568, 85, 15, '26:45.7', 36.07805830252208, 95.57778327479605, 125, 73, 89, 'Male', 80.14555569140114, 1.9957367309884133, 0.094027663, 52, 20.122083345180712, 90.33333333333333, 'Low Risk'),
(6569, 78, 13, '25:45.7', 36.61399805, 96.41486609850776, 132, 84, 36, 'Female', 53.23391923393655, 1.6739504457423744, 0.068088778, 48, 18.997797171747216, 100, 'Low Risk'),
(6570, 67, 13, '24:45.7', 36.32666839822303, 95.72082529638259, 133, 77, 44, 'Female', 95.47943931, 1.6209741786571614, 0.13689854743029925, 56, 36.33771935272681, 95.66666666666666, 'High Risk'),
(6571, 74, 15, '23:45.7', 36.597793781697696, 98.53421333064269, 137, 75, 30, 'Female', 97.41564381433736, 1.7344047519660633, 0.11561517934445056, 62, 32.38379902591234, 95.66666666666666, 'High Risk'),
(6572, 64, 15, '22:45.7', 37.152628849696086, 97.87374838346942, 136, 87, 35, 'Female', 55.96648755845766, 1.9837898177851223, 0.095994283, 49, 14.221216167741114, 103.33333333333333, 'High Risk'),
(6573, 88, 14, '21:45.7', 37.32363160753578, 95.43668012, 112, 83, 45, 'Male', 52.43581398231757, 1.7610588607570417, 0.078880749, 29, 16.907534038068228, 92.66666666666667, 'High Risk'),
(6574, 79, 16, '20:45.7', 37.07165407366388, 98.97675534348353, 134, 77, 83, 'Male', 85.11949770700855, 1.5712998101152433, 0.1479723092323265, 57, 34.47552879, 96, 'High Risk'),
(6575, 69, 17, '19:45.7', 37.12378102656561, 95.46995056613946, 139, 88, 42, 'Female', 87.22057525905791, 1.9375843405162787, 0.083252954, 51, 23.232594641600073, 105, 'Low Risk'),
(6576, 87, 13, '18:45.7', 36.77687073107836, 97.1210643, 120, 72, 19, 'Male', 92.55589171499862, 1.7799544071245483, 0.066188384, 48, 29.213683040576893, 88, 'Low Risk'),
(6577, 80, 18, '17:45.7', 36.304368202348435, 99.45256088881936, 133, 75, 59, 'Male', 99.03943771439096, 1.5548854114742097, 0.14496139280587483, 58, 40.96485182479833, 94.33333333333333, 'High Risk'),
(6578, 62, 17, '16:45.7', 36.15252590082798, 98.40259759854732, 113, 79, 76, 'Male', 71.4128147, 1.5464701714955686, 0.050017048, 34, 29.86022360081591, 90.33333333333333, 'Low Risk'),
(6579, 73, 18, '15:45.7', 36.013245521397366, 99.68992162915379, 124, 84, 38, 'Female', 74.34421048680554, 1.6446731157715226, 0.11017272301779898, 40, 27.484507992239795, 97.33333333333333, 'Low Risk'),
(6580, 92, 13, '14:45.7', 37.30263354376791, 99.87757625844121, 131, 81, 39, 'Female', 69.98638719199107, 1.6630386382080582, 0.081825774, 50, 25.30514884001367, 97.66666666666666, 'High Risk'),
(6581, 75, 17, '13:45.7', 36.96515416541176, 98.73516882174748, 116, 74, 42, 'Male', 60.60337506269541, 1.653333402043234, 0.06511564, 42, 22.170522658275303, 88, 'Low Risk'),
(6582, 65, 19, '12:45.7', 37.073986582165595, 95.16872903350952, 120, 84, 67, 'Female', 83.42478635175107, 1.546835171990627, 0.098422696, 36, 34.86639340451277, 96, 'High Risk'),
(6583, 72, 12, '11:45.7', 36.885121680511226, 99.48448089126508, 136, 76, 61, 'Male', 67.96563500646657, 1.718229658589817, 0.11046629379224286, 60, 23.02114692140152, 96, 'Low Risk'),
(6584, 97, 16, '10:45.7', 36.81061232, 99.66148383369412, 121, 74, 86, 'Male', 76.41270257419995, 1.8510778413442226, 0.10578024650413492, 47, 22.300581930349313, 89.66666666666667, 'High Risk'),
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(6762, 95, 17, '12:45.7', 36.13534240637359, 99.33927410458617, 126, 75, 50, 'Male', 62.97818455881976, 1.8396334618427461, 0.1325378593056109, 51, 18.609192835039472, 92, 'High Risk'),
(6763, 88, 12, '11:45.7', 36.28309882684881, 97.97599435101046, 138, 81, 65, 'Female', 87.19380694462745, 1.8985948944375157, 0.061548374067222356, 57, 24.189173098552814, 100, 'Low Risk'),
(6764, 87, 12, '10:45.7', 37.374495875541214, 95.98262493201027, 138, 74, 27, 'Male', 59.03168812568036, 1.9888133809618094, 0.14196408752688938, 64, 14.924408795190725, 95.33333333333333, 'High Risk'),
(6765, 62, 17, '09:45.7', 36.12868866111287, 96.51223262636734, 130, 83, 52, 'Male', 72.89436028925246, 1.5697401657441437, 0.058163431, 47, 29.582739358383574, 98.66666666666667, 'Low Risk'),
(6766, 74, 12, '08:45.7', 36.28643129633903, 95.93744256, 122, 80, 88, 'Female', 50.780050336641565, 1.7629428849182356, 0.1087154041091356, 42, 16.338667778794214, 94, 'High Risk'),
(6767, 84, 12, '07:45.7', 36.96374823231446, 98.39260983978204, 129, 83, 34, 'Female', 65.50433534534159, 1.6592058287306477, 0.075033769, 46, 23.794112735002997, 98.33333333333333, 'Low Risk'),
(6768, 84, 17, '06:45.7', 37.43406047083619, 97.53225511716579, 120, 71, 29, 'Female', 74.37501246563764, 1.5837940106984465, 0.067437209, 49, 29.650338713382332, 87.33333333333333, 'Low Risk'),
(6769, 79, 19, '05:45.7', 36.51540196454451, 95.65769978902907, 134, 77, 41, 'Female', 68.61879373478637, 1.7862813322336881, 0.050152164084373375, 57, 21.50519376803389, 96, 'Low Risk'),
(6770, 65, 14, '04:45.7', 36.97427527081079, 98.88732375172768, 131, 82, 84, 'Female', 63.65531717732979, 1.6906822230297096, 0.063356462, 49, 22.269512704353783, 98.33333333333333, 'Low Risk'),
(6771, 95, 13, '03:45.7', 36.027013892943266, 98.85950497, 132, 77, 64, 'Male', 75.48262369, 1.9674655034571216, 0.13105350467300533, 55, 19.49991573030508, 95.33333333333333, 'High Risk'),
(6772, 95, 14, '02:45.7', 36.71209747, 99.68121388781022, 111, 77, 54, 'Male', 68.68468342705286, 1.5169589375697927, 0.086949924, 34, 29.847794830151145, 88.33333333333333, 'High Risk'),
(6773, 93, 16, '01:45.7', 36.40715520294157, 98.87803098923645, 115, 74, 27, 'Female', 50.857399794245715, 1.6715220115105442, 0.068865712, 41, 18.202454413981073, 87.66666666666667, 'High Risk'),
(6774, 86, 14, '00:45.7', 37.39521133, 96.78635834603838, 124, 78, 37, 'Male', 75.04340205, 1.6202305956869372, 0.094174935, 46, 28.58635985337565, 93.33333333333333, 'Low Risk'),
(6775, 72, 12, '59:45.7', 36.13179226541172, 98.78584988028898, 123, 78, 87, 'Male', 71.86863071002031, 1.6062828738649046, 0.059300018, 45, 27.854496502221185, 93, 'Low Risk'),
(6776, 86, 14, '58:45.7', 37.081629352622905, 99.82609620139563, 126, 89, 56, 'Female', 91.74850968048904, 1.6099145937708386, 0.062201651, 37, 35.39919157640757, 101.33333333333333, 'High Risk'),
(6777, 75, 17, '57:45.7', 37.119266509242465, 95.27905573542846, 135, 77, 47, 'Male', 50.52160999498968, 1.5723868227561073, 0.061607896184374525, 58, 20.43423533745742, 96.33333333333333, 'Low Risk'),
(6778, 97, 13, '56:45.7', 36.89897395716858, 97.94330073383314, 126, 85, 46, 'Female', 52.48987618844486, 1.5069429159988263, 0.05974392, 41, 23.11436387620608, 98.66666666666667, 'High Risk'),
(6779, 75, 12, '55:45.7', 37.35813948663985, 97.92001508964965, 117, 83, 40, 'Male', 69.75565075675422, 1.7618297463541088, 0.1252123975605939, 34, 22.472506677631188, 94.33333333333333, 'Low Risk'),
(6780, 95, 12, '54:45.7', 36.26078735436679, 96.39647472065394, 137, 88, 76, 'Female', 52.09100549, 1.9068357282987722, 0.078855998, 49, 14.326370523053278, 104.33333333333333, 'High Risk'),
(6781, 81, 18, '53:45.7', 37.16570800703636, 96.05554249758838, 136, 83, 85, 'Female', 82.11556446786904, 1.8853487057058747, 0.12923640422879576, 53, 23.101602577440364, 100.66666666666666, 'Low Risk'),
(6782, 89, 12, '52:45.7', 36.59065991788728, 95.51242003479811, 119, 74, 23, 'Female', 86.17614734225783, 1.567386128492742, 0.064297246, 45, 35.07802041195896, 89, 'High Risk'),
(6783, 82, 13, '51:45.7', 36.41421724167954, 96.48150874, 121, 76, 65, 'Female', 73.25085994, 1.541522217014317, 0.086746588, 45, 30.82571443521767, 91, 'High Risk'),
(6784, 98, 16, '50:45.7', 36.47864484133579, 95.90089589948832, 131, 71, 65, 'Male', 89.24308966881637, 1.6640948089721816, 0.1154588390381548, 60, 32.226895127848245, 91, 'High Risk'),
(6785, 63, 13, '49:45.7', 36.90346268980267, 98.06982666538143, 130, 89, 67, 'Female', 75.48931464354592, 1.926128065775962, 0.10676217226769245, 41, 20.34769239712818, 102.66666666666667, 'Low Risk'),
(6786, 85, 15, '48:45.7', 37.29991845303671, 97.46210737933406, 115, 89, 35, 'Female', 91.56074866742185, 1.7343493985860907, 0.055685408, 26, 30.43940415856848, 97.66666666666667, 'High Risk'),
(6787, 75, 19, '47:45.7', 36.700966031027846, 99.10560982018937, 113, 70, 21, 'Female', 99.11124951, 1.8151776053473978, 0.10251776669979339, 43, 30.08047582, 84.33333333333333, 'High Risk'),
(6788, 85, 14, '46:45.7', 37.35961255176692, 95.62775789063036, 130, 79, 57, 'Male', 84.63944245154227, 1.6301272200463177, 0.083422394, 51, 31.85149306792409, 96, 'High Risk'),
(6789, 63, 13, '45:45.7', 36.292954760385335, 97.25537214892891, 115, 85, 66, 'Female', 63.32382913333329, 1.728465857973125, 0.072815495, 30, 21.195592314123886, 95, 'Low Risk'),
(6790, 80, 15, '44:45.7', 36.33107988, 98.09881046873097, 122, 86, 71, 'Male', 69.18098861221259, 1.6418452555048053, 0.10867119954858029, 36, 25.663880198673386, 98, 'Low Risk'),
(6791, 83, 13, '43:45.7', 37.04134664856947, 95.50534001493047, 131, 70, 55, 'Male', 96.79944667171566, 1.6427666862671069, 0.13966725010676417, 61, 35.86915125, 90.33333333333333, 'High Risk'),
(6792, 63, 14, '42:45.7', 36.63255304917548, 95.05692192446591, 110, 84, 89, 'Male', 63.167981682292535, 1.7028475318755307, 0.067127945, 26, 21.784393452857028, 92.66666666666667, 'Low Risk'),
(6793, 83, 13, '41:45.7', 36.013624242639075, 97.37683367841893, 134, 75, 84, 'Female', 63.56905337134192, 1.518206180593927, 0.11843752819994542, 59, 27.579363189647832, 94.66666666666666, 'Low Risk'),
(6794, 93, 16, '40:45.7', 36.458118812704136, 97.99657673942026, 137, 79, 45, 'Female', 68.47457560578067, 1.632119217198765, 0.12262464341600068, 58, 25.705472579673113, 98.33333333333333, 'High Risk'),
(6795, 63, 13, '39:45.7', 36.15276435, 99.20631991765393, 132, 74, 43, 'Male', 68.65786174438982, 1.5407541835283796, 0.071232585, 58, 28.921683058887975, 93.33333333333333, 'Low Risk'),
(6796, 69, 14, '38:45.7', 36.68450994739308, 98.42798887553913, 131, 81, 19, 'Female', 99.14837655330228, 1.8846371987478672, 0.069188604, 50, 27.914515195766928, 97.66666666666666, 'Low Risk'),
(6797, 90, 14, '37:45.7', 36.307209402689644, 97.41934362361431, 112, 78, 31, 'Female', 93.93063156992076, 1.9210974091294089, 0.124963836, 34, 25.451212079993276, 89.33333333333333, 'Low Risk'),
(6798, 75, 15, '36:45.7', 36.602613198189275, 98.81698140260828, 111, 79, 80, 'Male', 90.14089090510022, 1.736156788028389, 0.06346553, 32, 29.905010604292656, 89.66666666666667, 'Low Risk'),
(6799, 60, 16, '35:45.7', 36.70221326212516, 97.09949493201636, 114, 88, 83, 'Male', 94.11626817527508, 1.8069002701340344, 0.14708898255154076, 26, 28.82679322436413, 96.66666666666667, 'Low Risk'),
(6800, 75, 12, '34:45.7', 36.16405615690754, 95.11200247831397, 128, 87, 51, 'Male', 84.99143943079997, 1.8742617611594974, 0.072141116, 41, 24.19439100922579, 100.66666666666667, 'Low Risk'),
(6801, 99, 14, '33:45.7', 36.64795928396221, 96.50235743085788, 125, 89, 23, 'Female', 63.40357906759468, 1.6887772208819931, 0.087214786, 36, 22.231514488412806, 101, 'High Risk'),
(6802, 86, 13, '32:45.7', 37.46888069769077, 97.42674290548565, 128, 72, 43, 'Male', 92.20247519519002, 1.5288531693928715, 0.14091296991357422, 56, 39.44673151109812, 90.66666666666666, 'High Risk'),
(6803, 84, 16, '31:45.7', 36.50311625625571, 97.41734286557141, 127, 71, 77, 'Female', 77.85117677132459, 1.8012331929813774, 0.133740312, 56, 23.99525107698025, 89.66666666666666, 'Low Risk'),
(6804, 86, 13, '30:45.7', 36.798598910354826, 98.98333706122482, 120, 76, 57, 'Female', 55.62463157116239, 1.5432516098448181, 0.089222504, 44, 23.35574205112995, 90.66666666666667, 'Low Risk'),
(6805, 62, 12, '29:45.7', 36.63322739445408, 99.57544159919068, 111, 77, 45, 'Female', 57.442505237406365, 1.9797202007924133, 0.084016216, 34, 14.656347156898738, 88.33333333333333, 'High Risk'),
(6806, 69, 14, '28:45.7', 36.66837739535245, 97.45227500852312, 119, 83, 80, 'Male', 64.18004889740463, 1.7209053912864878, 0.13222862001812982, 36, 21.671354347661218, 95, 'Low Risk'),
(6807, 94, 13, '27:45.7', 36.32931627442106, 99.56738218869968, 113, 71, 60, 'Female', 96.42022574877433, 1.8512880527295097, 0.093525929, 42, 28.13326565197147, 85, 'High Risk'),
(6808, 92, 17, '26:45.7', 36.148028899525144, 98.70043678429582, 125, 82, 21, 'Male', 72.81931311, 1.9677672735628262, 0.060666422028636494, 43, 18.80611602436401, 96.33333333333333, 'High Risk'),
(6809, 72, 12, '25:45.7', 37.29008874897525, 95.64870842, 133, 84, 18, 'Female', 81.24067376, 1.9179150071622368, 0.11010352400836898, 49, 22.085884756903532, 100.33333333333333, 'Low Risk'),
(6810, 81, 14, '24:45.7', 36.50196632745869, 97.89990310391084, 133, 71, 58, 'Male', 59.20134412185463, 1.5639383898101882, 0.12305209926044182, 62, 24.20428658547351, 91.66666666666666, 'Low Risk'),
(6811, 62, 18, '23:45.7', 36.13371938267725, 99.21733036918432, 138, 73, 89, 'Female', 87.75545898054287, 1.891888252033417, 0.094229134, 65, 24.517895023624217, 94.66666666666666, 'Low Risk'),
(6812, 89, 17, '22:45.7', 37.25122668804086, 99.77143007053999, 138, 71, 74, 'Male', 60.24482399020947, 1.8232180331181973, 0.11340768609459215, 67, 18.123518875196915, 93.33333333333333, 'High Risk'),
(6813, 68, 12, '21:45.7', 36.8799077, 97.71193604, 135, 81, 27, 'Male', 86.13023029814983, 1.5941727587240275, 0.11814378518853934, 54, 33.89103572, 99, 'High Risk'),
(6814, 80, 13, '20:45.7', 36.389347592014474, 97.10053880091887, 113, 76, 82, 'Female', 71.08405513705212, 1.7251576469084442, 0.10833738548637645, 37, 23.88441562484732, 88.33333333333333, 'Low Risk'),
(6815, 92, 12, '19:45.7', 36.25341537, 98.30672514, 112, 71, 30, 'Male', 84.35287840369219, 1.8930831195908424, 0.069357399, 41, 23.53751126456915, 84.66666666666667, 'High Risk'),
(6816, 88, 13, '18:45.7', 36.62617406725913, 96.62850168, 110, 82, 20, 'Male', 66.33069299321828, 1.8169839541519173, 0.1144783579051228, 28, 20.091499482710624, 91.33333333333333, 'Low Risk'),
(6817, 95, 12, '17:45.7', 37.086668438878114, 96.15235616, 137, 85, 52, 'Male', 98.40628629473437, 1.5948874168405804, 0.11672141006457115, 52, 38.68679741416847, 102.33333333333333, 'High Risk'),
(6818, 60, 14, '16:45.7', 36.08459443073419, 98.95791408538469, 123, 77, 69, 'Male', 55.36195167, 1.6259948134124604, 0.084358734, 46, 20.939826550611098, 92.33333333333333, 'Low Risk'),
(6819, 70, 16, '15:45.7', 36.892967101176254, 96.8575055, 117, 77, 32, 'Female', 70.90529842543785, 1.617558510433605, 0.085396832, 40, 27.099338594595796, 90.33333333333333, 'Low Risk'),
(6820, 63, 14, '14:45.7', 37.14706587181958, 97.27517292546128, 130, 75, 83, 'Female', 79.91002074785928, 1.6905599480923912, 0.13944330022693224, 55, 27.96018831, 93.33333333333333, 'Low Risk'),
(6821, 61, 13, '13:45.7', 36.50989856382089, 98.93222338459594, 120, 81, 31, 'Male', 89.95397031983134, 1.8345468881772946, 0.12421393550326994, 39, 26.727768706839715, 94, 'Low Risk'),
(6822, 85, 14, '12:45.7', 36.703899185775484, 98.09557149131285, 115, 81, 34, 'Female', 99.10263286357986, 1.9921870641334487, 0.13761956207730103, 34, 24.970369047718968, 92.33333333333333, 'Low Risk'),
(6823, 72, 13, '11:45.7', 36.85794935332628, 97.88271313216356, 134, 74, 19, 'Male', 73.66140929954904, 1.6560654295804427, 0.12907910538202533, 60, 26.858703247582472, 94, 'Low Risk'),
(6824, 70, 14, '10:45.7', 37.49284214, 95.81888115127067, 131, 84, 50, 'Male', 76.07433770045674, 1.9238342879930415, 0.080267413, 47, 20.554307930022414, 99.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(6825, 82, 15, '09:45.7', 37.30817558, 98.17123526, 121, 77, 45, 'Female', 66.23041115144011, 1.9894359207522956, 0.1433155073777448, 44, 16.73391430950139, 91.66666666666667, 'High Risk'),
(6826, 89, 14, '08:45.7', 36.56080805249191, 98.06323873309745, 110, 87, 78, 'Female', 51.34315732163273, 1.6376761285539922, 0.077084166, 23, 19.143728863415994, 94.66666666666667, 'Low Risk'),
(6827, 70, 13, '07:45.7', 36.00895695350929, 98.46824852536167, 114, 85, 84, 'Male', 52.19403281, 1.818073122574574, 0.089626868, 29, 15.790582873698808, 94.66666666666667, 'High Risk'),
(6828, 63, 16, '06:45.7', 37.01665046652554, 95.50630994346555, 118, 78, 73, 'Male', 70.91092323351316, 1.5676535922220012, 0.13853958924215962, 40, 28.854458987516008, 91.33333333333333, 'Low Risk'),
(6829, 92, 14, '05:45.8', 36.123856240669554, 96.62090734892506, 121, 80, 40, 'Male', 66.16048828698634, 1.6293013379079648, 0.10160652923847273, 41, 24.92274497, 93.66666666666667, 'High Risk'),
(6830, 96, 12, '04:45.7', 37.36223889514849, 98.82174327168472, 112, 73, 47, 'Female', 64.69156548525645, 1.7514930927402759, 0.078519079, 39, 21.08777713, 86, 'High Risk'),
(6831, 69, 14, '03:45.7', 36.24513978, 95.06936610523084, 131, 89, 66, 'Female', 76.68626367833971, 1.788898345598378, 0.10707775614552487, 42, 23.963279522782912, 103, 'Low Risk'),
(6832, 93, 18, '02:45.7', 36.129157740093554, 96.15072010954157, 130, 83, 68, 'Female', 95.00615701770897, 1.8491076323579547, 0.054461172, 47, 27.786085576234388, 98.66666666666667, 'High Risk'),
(6833, 95, 15, '01:45.7', 37.27867589586355, 98.01933672188103, 111, 78, 47, 'Female', 59.49879153883905, 1.7873099719494592, 0.064887057, 33, 18.62551921145122, 89, 'High Risk'),
(6834, 65, 19, '00:45.7', 37.28690321406854, 98.05260390027074, 135, 87, 27, 'Male', 79.10851994972407, 1.7930659662816781, 0.08943883, 48, 24.60541671045326, 103, 'Low Risk'),
(6835, 90, 14, '59:45.7', 37.22479612665669, 99.68691861757839, 126, 82, 60, 'Female', 54.77539552293316, 1.848788947235138, 0.081948364, 44, 16.025472749040848, 96.66666666666667, 'High Risk'),
(6836, 93, 16, '58:45.7', 36.994028657704966, 97.63881005771505, 132, 73, 87, 'Female', 57.14581527957559, 1.7698682039125442, 0.14609644657949444, 59, 18.24326551, 92.66666666666666, 'High Risk'),
(6837, 65, 19, '57:45.7', 36.942666732321705, 99.09445522017039, 111, 80, 22, 'Male', 72.80473686060847, 1.6588743824933858, 0.14806985800102407, 31, 26.45651497398874, 90.33333333333333, 'Low Risk'),
(6838, 88, 12, '56:45.7', 36.02865470744948, 96.39020533308212, 125, 85, 68, 'Female', 52.49090311176007, 1.9428444085626562, 0.099365565, 40, 13.906184955862164, 98.33333333333333, 'High Risk'),
(6839, 69, 16, '55:45.7', 37.173454213548084, 97.45896605118634, 123, 71, 55, 'Female', 82.65195159467353, 1.663927271801675, 0.11384781943957363, 52, 29.852756109749905, 88.33333333333333, 'Low Risk'),
(6840, 97, 12, '54:45.7', 37.12888657, 97.74873221934968, 110, 88, 65, 'Male', 90.31840399672188, 1.7528818183067465, 0.12406292097490572, 22, 29.394831967073518, 95.33333333333333, 'High Risk'),
(6841, 90, 15, '53:45.7', 36.857517856465186, 99.82746317369781, 127, 85, 68, 'Male', 59.12609941168645, 1.6651254254213401, 0.1178445734666458, 42, 21.324817578309553, 99, 'Low Risk'),
(6842, 91, 16, '52:45.8', 37.04187718153723, 95.40490354569353, 113, 86, 87, 'Male', 87.28583141313139, 1.8655003828058587, 0.063933015, 27, 25.081474709038105, 95, 'High Risk'),
(6843, 61, 18, '51:45.7', 36.79610139745419, 99.99861278616261, 113, 86, 45, 'Male', 62.71711344, 1.9959546612241106, 0.057359228, 27, 15.74289931357195, 95, 'High Risk'),
(6844, 78, 18, '50:45.7', 37.451514198203334, 95.52629694737112, 110, 79, 33, 'Male', 98.93417984516847, 1.5993560867182741, 0.083399779, 31, 38.67728876266309, 89.33333333333333, 'High Risk'),
(6845, 63, 17, '49:45.7', 36.53190559100655, 98.38131188213164, 126, 83, 23, 'Female', 92.87107631056807, 1.7114310916746212, 0.098307183, 43, 31.707473896366825, 97.33333333333333, 'High Risk'),
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(7022, 60, 12, '52:45.8', 36.210773412672864, 97.80181744093079, 131, 87, 52, 'Male', 65.27937793154018, 1.795871003805615, 0.10962006511740524, 44, 20.240709438166085, 101.66666666666667, 'Low Risk'),
(7023, 82, 14, '51:45.8', 36.47721765139183, 96.65323057157578, 122, 77, 33, 'Male', 57.08389024256787, 1.8072169927578001, 0.11565938116805859, 45, 17.478049277910426, 92, 'High Risk'),
(7024, 78, 17, '50:45.8', 37.13012800202294, 95.67879841053326, 128, 70, 66, 'Male', 74.41229299561088, 1.7264453663223536, 0.059363942, 58, 24.965427562738377, 89.33333333333333, 'Low Risk'),
(7025, 95, 15, '49:45.8', 36.81940887783118, 97.08119450636309, 138, 89, 67, 'Male', 64.00439432750011, 1.9285834545251115, 0.1386333239556467, 49, 17.20809991519883, 105.33333333333333, 'High Risk'),
(7026, 88, 17, '48:45.8', 37.05683714420001, 98.89148275011905, 136, 86, 36, 'Male', 68.04963601494742, 1.5800226582390673, 0.14244096650685945, 50, 27.25832571056956, 102.66666666666666, 'Low Risk'),
(7027, 71, 16, '47:45.8', 36.30593019273412, 97.52968990215771, 119, 77, 74, 'Female', 95.90079218358449, 1.6298480855794815, 0.055428599, 42, 36.10172396578754, 91, 'High Risk'),
(7028, 98, 19, '46:45.8', 36.60070276275354, 97.57199941570457, 116, 81, 24, 'Female', 61.39806141050509, 1.5575282096096426, 0.12192604430092799, 35, 25.309456340207216, 92.66666666666667, 'High Risk'),
(7029, 69, 18, '45:45.8', 37.25472048, 98.84752739232354, 132, 73, 32, 'Male', 65.84147925908331, 1.7624730716415176, 0.066122741, 59, 21.196033591369904, 92.66666666666666, 'Low Risk'),
(7030, 61, 18, '44:45.8', 37.17341483597198, 95.10054629568533, 118, 84, 86, 'Female', 90.32211626123198, 1.9420631671119275, 0.14466708488969682, 34, 23.947898098117392, 95.33333333333333, 'Low Risk'),
(7031, 75, 16, '43:45.8', 37.146543723281944, 97.23408994008415, 137, 83, 52, 'Female', 94.20381803270877, 1.7901451269133861, 0.10147921439122914, 54, 29.396256190753956, 101, 'Low Risk'),
(7032, 95, 19, '42:45.8', 36.94106232463147, 98.72939105706696, 116, 72, 77, 'Female', 95.86319138259996, 1.8712331731458571, 0.10802861021296425, 44, 27.37764368626885, 86.66666666666667, 'High Risk'),
(7033, 80, 14, '41:45.8', 37.195333122161585, 98.43748729981449, 138, 83, 24, 'Female', 89.57288185219453, 1.686415292632838, 0.093173319, 55, 31.49542575624059, 101.33333333333333, 'High Risk'),
(7034, 86, 19, '40:45.8', 36.87071780436022, 96.11680795313619, 136, 71, 43, 'Female', 96.52273057870431, 1.9825000078599158, 0.12304135977481054, 65, 24.55857728983509, 92.66666666666666, 'Low Risk'),
(7035, 72, 17, '39:45.8', 36.65601250761584, 95.64382262649735, 123, 76, 86, 'Male', 61.16444839999297, 1.8456475409136848, 0.11543599013391831, 47, 17.955666346607952, 91.66666666666667, 'High Risk'),
(7036, 75, 14, '38:45.8', 36.35770489365183, 96.83895662620766, 136, 87, 25, 'Female', 53.045718971920884, 1.8048598177331465, 0.075792488, 49, 16.284086016421366, 103.33333333333333, 'High Risk'),
(7037, 65, 13, '37:45.8', 37.088448168432166, 97.63297232679929, 128, 80, 19, 'Female', 82.69878037, 1.8212243413691869, 0.10458170020112006, 48, 24.932866537391305, 96, 'Low Risk'),
(7038, 81, 18, '36:45.8', 37.35559792918903, 96.82947031533823, 113, 74, 46, 'Male', 76.06740914369973, 1.5534762924692092, 0.061806050707467176, 39, 31.52022904, 87, 'High Risk'),
(7039, 88, 19, '35:45.8', 37.18405974, 96.23955226, 133, 71, 63, 'Female', 75.06347187791026, 1.734497814635922, 0.1330445402504289, 62, 24.950608043037185, 91.66666666666666, 'Low Risk'),
(7040, 98, 17, '34:45.8', 37.49686194173368, 95.05101971293426, 115, 76, 77, 'Female', 53.558076363462284, 1.5923689974419757, 0.10563548162121328, 39, 21.12212182263642, 89, 'High Risk'),
(7041, 67, 16, '33:45.8', 36.42798075106928, 98.72903873, 129, 75, 39, 'Female', 98.08545940651736, 1.5911665503221792, 0.11686124826427714, 54, 38.741225060026224, 93, 'High Risk'),
(7042, 79, 14, '32:45.8', 37.14007995056225, 95.20416870763654, 134, 79, 43, 'Female', 73.49153128643441, 1.882830552430556, 0.08842887, 55, 20.730740850866834, 97.33333333333333, 'Low Risk'),
(7043, 66, 12, '31:45.8', 36.87601502990355, 97.24539359917198, 114, 87, 31, 'Female', 97.21174885543233, 1.6580662094968175, 0.10182384982192658, 27, 35.36022492058564, 96, 'High Risk'),
(7044, 72, 15, '30:45.8', 36.76384764960893, 97.69351974826856, 122, 87, 63, 'Male', 76.33317449662238, 1.5011567024306385, 0.1294120148554882, 35, 33.87359297, 98.66666666666667, 'High Risk'),
(7045, 69, 13, '29:45.8', 36.00250949744192, 99.04975240199555, 129, 89, 22, 'Male', 95.30093926080869, 1.642320803, 0.077010291, 40, 35.33305529, 102.33333333333333, 'High Risk'),
(7046, 86, 14, '28:45.8', 36.708558469995474, 98.77628857955015, 137, 80, 47, 'Male', 53.22214619290569, 1.6080399633538622, 0.13487348119910997, 57, 20.582527679314126, 99, 'Low Risk'),
(7047, 80, 13, '27:45.8', 36.99982139186873, 95.34605748001567, 126, 76, 51, 'Female', 76.95293239944996, 1.5799239312415454, 0.063995977, 50, 30.828530163110003, 92.66666666666666, 'High Risk'),
(7048, 98, 14, '26:45.8', 36.29493273383119, 97.64023223046344, 111, 70, 50, 'Female', 94.97293103, 1.5221412118554758, 0.13663431515548616, 41, 40.99113579697613, 83.66666666666667, 'High Risk'),
(7049, 96, 13, '25:45.8', 36.174221074230246, 96.51196796109265, 112, 88, 35, 'Female', 88.64101370037315, 1.5136529890001285, 0.1445663714350075, 24, 38.68851571712654, 96, 'High Risk'),
(7050, 91, 12, '24:45.8', 36.836789931830495, 96.51372711124341, 127, 74, 38, 'Male', 67.16349535, 1.9581666145249013, 0.13214892033709297, 53, 17.515962472179254, 91.66666666666666, 'High Risk'),
(7051, 80, 18, '23:45.8', 36.83287449581573, 96.92112935049171, 139, 84, 81, 'Female', 76.57925746060371, 1.9871202575128835, 0.10337326164248811, 55, 19.39379718025527, 102.33333333333333, 'Low Risk'),
(7052, 76, 18, '22:45.8', 36.993603496855435, 97.86122792, 117, 81, 79, 'Female', 73.28330765574185, 1.629467405, 0.093079573, 36, 27.600293975789587, 93, 'Low Risk'),
(7053, 92, 12, '21:45.8', 37.349316516296966, 95.91619271511541, 115, 88, 75, 'Female', 89.38173834348143, 1.5303096220513197, 0.10461745439950265, 27, 38.16718929899377, 97, 'High Risk'),
(7054, 87, 12, '20:45.8', 36.70301123191581, 97.90594807083184, 129, 77, 57, 'Male', 91.99237237, 1.909301101456398, 0.074583561, 52, 25.234980457464804, 94.33333333333333, 'Low Risk'),
(7055, 72, 13, '19:45.8', 36.578478856261576, 99.36262970698273, 115, 79, 52, 'Male', 84.7683773, 1.5668895786722088, 0.1401028698309436, 36, 34.52686013039771, 91, 'High Risk'),
(7056, 91, 16, '18:45.8', 36.69617172728782, 95.02488668775703, 120, 89, 53, 'Female', 67.84831587408405, 1.9608310605639958, 0.12011954399827066, 31, 17.646505532108016, 99.33333333333333, 'High Risk'),
(7057, 98, 19, '17:45.8', 37.18116391622545, 97.56016549833134, 135, 86, 40, 'Male', 90.53957615227476, 1.575154724840378, 0.12940776652049626, 49, 36.491525289225656, 102.33333333333333, 'High Risk'),
(7058, 96, 16, '16:45.8', 37.34452116731244, 96.85555905657645, 128, 84, 23, 'Female', 75.86189448069977, 1.5419298902347451, 0.06108129, 44, 31.907621337692856, 98.66666666666667, 'High Risk'),
(7059, 83, 16, '15:45.8', 37.374495891961615, 96.73546654889581, 133, 74, 54, 'Male', 80.73546995151034, 1.7457222212429184, 0.098312394, 59, 26.491960416006354, 93.66666666666666, 'Low Risk'),
(7060, 78, 12, '14:45.8', 36.45348077900222, 96.41803271495516, 136, 72, 41, 'Male', 92.82814038204727, 1.8070546768484121, 0.12158369476709015, 64, 28.427394965364613, 93.33333333333333, 'Low Risk'),
(7061, 86, 13, '13:45.8', 36.74076543205803, 99.52377243234298, 114, 82, 55, 'Male', 56.92465507267016, 1.914771689197885, 0.064541595, 32, 15.526244199045385, 92.66666666666667, 'High Risk'),
(7062, 73, 12, '12:45.8', 37.062636367845265, 95.7694836, 136, 72, 74, 'Female', 52.55762685581682, 1.9358163508910675, 0.055617124, 64, 14.025147572489796, 93.33333333333333, 'High Risk'),
(7063, 90, 18, '11:45.8', 36.12842044232619, 97.71904200482895, 124, 87, 54, 'Female', 66.74655118072877, 1.8015606481126583, 0.076219099, 37, 20.565110940188184, 99.33333333333333, 'Low Risk'),
(7064, 75, 13, '10:45.8', 36.57060248668943, 95.73413905697532, 110, 70, 80, 'Female', 59.88341522360267, 1.6613014523927094, 0.085870137, 40, 21.69749871, 83.33333333333333, 'Low Risk'),
(7065, 62, 14, '09:45.8', 36.394791481074925, 99.01535739180557, 139, 83, 76, 'Female', 73.38271737347306, 1.7710727218598918, 0.13661855081935692, 56, 23.39488967740888, 101.66666666666666, 'Low Risk'),
(7066, 71, 17, '08:45.8', 36.06395139232064, 98.40269062559403, 125, 80, 51, 'Male', 50.00817961028268, 1.900448765416491, 0.096526496, 45, 13.846139856141159, 95, 'High Risk'),
(7067, 64, 14, '07:45.8', 37.09519653, 99.30818302934978, 110, 73, 49, 'Female', 75.86237260831783, 1.7813901278642998, 0.12520852009304495, 37, 23.906078364705486, 85.33333333333333, 'Low Risk'),
(7068, 67, 18, '06:45.8', 36.13687095994324, 95.54090796981123, 124, 84, 38, 'Female', 59.923301230361545, 1.555476637730046, 0.13291148362249272, 40, 24.766734338997978, 97.33333333333333, 'Low Risk'),
(7069, 77, 17, '05:45.8', 36.31150855374853, 98.54171257, 132, 79, 37, 'Female', 95.84292514, 1.8722811754884958, 0.055903316, 53, 27.341221822302433, 96.66666666666666, 'Low Risk'),
(7070, 79, 13, '04:45.8', 36.732687951912915, 98.98110632572882, 115, 80, 33, 'Male', 52.01401271203446, 1.779970673760156, 0.121176937, 35, 16.41703277974646, 91.66666666666667, 'High Risk'),
(7071, 60, 16, '03:45.8', 36.71285324565068, 98.28848360217253, 132, 87, 18, 'Female', 68.97160426524994, 1.6923068894605389, 0.069953895, 45, 24.08308302, 102, 'Low Risk'),
(7072, 88, 13, '02:45.8', 36.75397214201579, 97.30675399444878, 113, 71, 30, 'Male', 90.69367919982984, 1.5447701003731358, 0.068384679, 42, 38.00575029177128, 85, 'High Risk'),
(7073, 96, 12, '01:45.8', 36.19723640560366, 99.13056446, 119, 75, 35, 'Male', 81.74363351865506, 1.889162640739871, 0.051726791, 44, 22.904206003217485, 89.66666666666667, 'High Risk'),
(7074, 99, 12, '00:45.8', 36.715746385206934, 96.92409503, 129, 73, 48, 'Male', 62.90168710814147, 1.8146435417393563, 0.10593716275473829, 56, 19.102035117486366, 91.66666666666666, 'High Risk'),
(7075, 75, 16, '59:45.8', 37.392016389602965, 98.85346316875597, 113, 84, 60, 'Male', 69.03607700346171, 1.8330289879231623, 0.1138088875115001, 29, 20.546480409723856, 93.66666666666667, 'Low Risk'),
(7076, 94, 12, '58:45.8', 36.78353977906399, 97.53533931449732, 115, 82, 30, 'Female', 79.90767073697187, 1.9564070972537584, 0.13267607134251513, 33, 20.87709234075747, 93, 'High Risk'),
(7077, 66, 17, '57:45.8', 37.25394786158978, 98.78259500475009, 116, 80, 21, 'Female', 50.96024286640037, 1.7845946833279955, 0.10087017212067301, 36, 16.00119064059749, 92, 'High Risk'),
(7078, 95, 13, '56:45.8', 36.32357774519687, 99.33852926460857, 121, 75, 44, 'Male', 88.90216316580737, 1.5716478417262518, 0.1285507102049172, 46, 35.99165750006709, 90.33333333333333, 'High Risk'),
(7079, 68, 17, '55:45.8', 37.16185051152198, 98.10058125, 128, 81, 63, 'Male', 53.66145412108954, 1.9378067497136622, 0.06730971, 47, 14.290305340346862, 96.66666666666667, 'High Risk'),
(7080, 73, 13, '54:45.8', 37.121552861182124, 97.66925725249985, 132, 76, 20, 'Male', 85.42002625436274, 1.7949817466647913, 0.1448706607610206, 56, 26.511825188033253, 94.66666666666666, 'Low Risk'),
(7081, 75, 16, '53:45.8', 36.11764545, 97.94366206083836, 113, 78, 40, 'Female', 60.730293671803814, 1.6703975042822314, 0.05402172, 35, 21.765353060480784, 89.66666666666667, 'Low Risk'),
(7082, 75, 16, '52:45.8', 36.62907478633156, 95.21989657, 131, 86, 53, 'Female', 89.24619410445926, 1.6281364029307839, 0.09680368, 45, 33.66728779482199, 101, 'High Risk'),
(7083, 87, 17, '51:45.8', 36.85433404056158, 97.62279426641109, 138, 73, 64, 'Female', 75.34574646930938, 1.8277125928847178, 0.10490013456784314, 65, 22.555005204955698, 94.66666666666666, 'Low Risk'),
(7084, 79, 15, '50:45.8', 37.30085936457188, 99.75963362761321, 121, 84, 27, 'Female', 72.85210700971663, 1.8258061478472427, 0.11927009277808649, 37, 21.854092987876186, 96.33333333333333, 'Low Risk'),
(7085, 60, 16, '49:45.8', 37.41604058149361, 98.84641470055531, 115, 89, 19, 'Male', 70.38982080823901, 1.7186721142302523, 0.090649206, 26, 23.829986624438583, 97.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(7086, 70, 14, '48:45.8', 37.45488003581874, 96.87337608646015, 110, 74, 49, 'Male', 50.01716243986973, 1.9589112229245633, 0.14480547249624515, 36, 13.034354876892987, 86, 'High Risk'),
(7087, 70, 15, '47:45.8', 36.636718901082574, 99.79294977609241, 114, 78, 42, 'Female', 74.53639206601902, 1.6638790423150809, 0.059025517, 36, 26.92308757171417, 90, 'Low Risk'),
(7088, 92, 13, '46:45.8', 37.00944759344415, 97.73158032, 113, 87, 77, 'Male', 99.51304351802376, 1.9803793486863488, 0.1363880426719633, 26, 25.373666721953295, 95.66666666666667, 'High Risk'),
(7089, 64, 18, '45:45.8', 36.49107209280307, 97.44981338215756, 122, 88, 64, 'Male', 57.569872863094886, 1.8499151171136732, 0.10809662905944076, 34, 16.822543796159525, 99.33333333333333, 'High Risk'),
(7090, 63, 18, '44:45.8', 36.476065615024275, 96.37123364, 122, 77, 44, 'Male', 77.17607422, 1.6402874440950097, 0.085082998, 45, 28.68420133283897, 92, 'Low Risk'),
(7091, 69, 17, '43:45.8', 37.274857871651776, 99.21379781, 118, 70, 61, 'Male', 53.41267735, 1.9396017435217265, 0.061397968, 48, 14.197739915134822, 86, 'High Risk'),
(7092, 60, 14, '42:45.8', 36.129860078776765, 99.61275042773553, 118, 72, 54, 'Male', 83.82163440062222, 1.9589759159835123, 0.12001111404334235, 46, 21.842278045259306, 87.33333333333333, 'Low Risk'),
(7093, 95, 14, '41:45.8', 36.69846638602237, 98.70670973936748, 112, 73, 39, 'Male', 59.50430739303409, 1.6959215118022901, 0.062224605, 39, 20.68887647191954, 86, 'High Risk'),
(7094, 88, 18, '40:45.8', 37.24696585221976, 96.53046638031584, 110, 79, 39, 'Male', 78.18418772237456, 1.9762222591147203, 0.088902678, 31, 20.019229356161425, 89.33333333333333, 'Low Risk'),
(7095, 90, 12, '39:45.8', 36.50308894569292, 99.47764591, 137, 80, 82, 'Male', 68.95072827978527, 1.5607273478507875, 0.079767244, 57, 28.306408964024424, 99, 'Low Risk'),
(7096, 77, 12, '38:45.8', 36.655035497890445, 95.03727622362055, 125, 75, 24, 'Female', 94.07757642824774, 1.9532869382642843, 0.11775639092388442, 50, 24.65778315416591, 91.66666666666666, 'Low Risk'),
(7097, 65, 16, '37:45.8', 36.54995810960771, 98.18325897648572, 127, 78, 36, 'Male', 60.39740287652944, 1.8499995114577845, 0.10483332046604919, 49, 17.64716867075433, 94.33333333333333, 'High Risk'),
(7098, 93, 13, '36:45.8', 36.47301811278919, 96.92578521537585, 124, 74, 54, 'Male', 99.63212203385368, 1.6419407253070433, 0.069547916, 50, 36.95595508274035, 90.66666666666666, 'High Risk'),
(7099, 65, 14, '35:45.8', 36.06338184527299, 95.55779305773926, 139, 82, 67, 'Male', 67.36477904108492, 1.788030290121842, 0.11777516713371822, 57, 21.07090292314693, 101, 'Low Risk'),
(7100, 84, 13, '34:45.8', 37.36402035034605, 99.41338936, 123, 80, 84, 'Male', 75.31919634275123, 1.9413322506105635, 0.050464833, 43, 19.985082191556412, 94.33333333333333, 'Low Risk'),
(7101, 81, 15, '33:45.8', 37.29024910639886, 97.08825788020572, 116, 78, 29, 'Male', 93.93442366674694, 1.8358696384907043, 0.12298965882059716, 38, 27.87026486117389, 90.66666666666667, 'Low Risk'),
(7102, 73, 17, '32:45.8', 37.35372687, 96.95556128142178, 119, 80, 44, 'Female', 58.844198345587834, 1.6001947586023655, 0.14588123353585125, 39, 22.980420095125435, 93, 'Low Risk'),
(7103, 83, 13, '31:45.8', 36.655200259430366, 96.64015400844349, 111, 89, 19, 'Male', 65.83328604467766, 1.9843795375565139, 0.10981854367298419, 22, 16.71845163633756, 96.33333333333333, 'High Risk'),
(7104, 94, 14, '30:45.8', 37.08562507442647, 99.97697063276672, 138, 88, 22, 'Male', 98.74601247, 1.8472986865813434, 0.092740972, 50, 28.936454965456775, 104.66666666666666, 'High Risk'),
(7105, 89, 16, '29:45.8', 36.313174257429566, 96.59955178295465, 114, 78, 47, 'Female', 83.51765286708482, 1.8891064526422061, 0.10063031942621262, 36, 23.402670488654227, 90, 'Low Risk'),
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(7285, 73, 17, '29:45.8', 37.14791625056008, 97.47151615221516, 111, 76, 72, 'Male', 70.30742923, 1.571527065103007, 0.11525824570907749, 35, 28.468034835121475, 87.66666666666667, 'Low Risk'),
(7286, 84, 18, '28:45.8', 37.471309442426936, 96.82044532122832, 126, 72, 87, 'Female', 79.10485374972954, 1.9522920839998539, 0.088642347, 54, 20.75456069591592, 90, 'Low Risk'),
(7287, 79, 14, '27:45.8', 36.22256434979948, 97.14164838145922, 114, 82, 77, 'Female', 51.442795558514995, 1.8251556406141924, 0.12919696447938503, 32, 15.442753938824099, 92.66666666666667, 'High Risk'),
(7288, 71, 16, '26:45.8', 36.196088685705064, 97.95040781038303, 128, 78, 71, 'Female', 55.47925682236911, 1.9525501732915584, 0.05983237, 50, 14.55211874518692, 94.66666666666666, 'High Risk'),
(7289, 94, 13, '25:45.8', 36.182667920341935, 98.78909753965243, 132, 70, 64, 'Female', 60.404875572524546, 1.5800637578187904, 0.062837792, 62, 24.194840901169872, 90.66666666666666, 'High Risk'),
(7290, 84, 12, '24:45.8', 36.46270834401927, 99.34944005827538, 123, 82, 19, 'Female', 92.69653750208332, 1.5311594776112125, 0.080341288, 41, 39.53872480334736, 95.66666666666667, 'High Risk'),
(7291, 81, 17, '23:45.8', 36.44165013954901, 96.28539346953032, 112, 72, 73, 'Female', 59.52664612487324, 1.8254906184192825, 0.08132191, 40, 17.862909721273613, 85.33333333333333, 'High Risk'),
(7292, 82, 13, '22:45.8', 36.88850750817499, 95.99093304580184, 134, 75, 76, 'Male', 73.99890288278608, 1.9626722208767522, 0.079452691, 59, 19.21010459942173, 94.66666666666666, 'Low Risk'),
(7293, 93, 16, '21:45.8', 36.61988288, 95.80942105725923, 133, 81, 51, 'Female', 60.84254150642766, 1.7152593867237753, 0.086529688, 52, 20.679866827832978, 98.33333333333333, 'High Risk'),
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(7295, 92, 19, '19:45.8', 36.947237759231754, 96.03566466950892, 135, 84, 18, 'Male', 90.66203131142348, 1.6310496887619288, 0.06794679, 51, 34.0793311, 101, 'High Risk'),
(7296, 78, 16, '18:45.8', 37.02995256724377, 97.28644562777089, 138, 85, 73, 'Female', 61.980119666704404, 1.665049307, 0.069965869, 53, 22.356211666538435, 102.66666666666666, 'Low Risk'),
(7297, 76, 12, '17:45.8', 36.51084471351016, 98.25630943086142, 129, 74, 45, 'Female', 73.94453594623624, 1.8459730393095433, 0.14787617468870626, 55, 21.69978246493277, 92.33333333333333, 'Low Risk'),
(7298, 65, 13, '16:45.8', 36.774002082544335, 95.21974393409594, 110, 86, 63, 'Male', 78.86600150406127, 1.7699827088258804, 0.095234361, 24, 25.173973766960355, 94, 'Low Risk'),
(7299, 91, 16, '15:45.8', 36.51748000392668, 95.24843254704159, 120, 80, 23, 'Male', 56.297236467309745, 1.8259052982151374, 0.086933144, 40, 16.88614751912976, 93.33333333333333, 'High Risk'),
(7300, 80, 13, '14:45.8', 37.10624916212972, 95.91502741159586, 135, 70, 40, 'Male', 62.46512158483095, 1.9469754050974863, 0.073603877, 65, 16.478461394160764, 91.66666666666666, 'High Risk'),
(7301, 87, 15, '13:45.8', 36.137186052620656, 98.772941, 112, 72, 40, 'Female', 75.54797342161224, 1.6586880017224561, 0.10033034660824817, 40, 27.459549790512288, 85.33333333333333, 'Low Risk'),
(7302, 81, 12, '12:45.8', 37.42931268567675, 96.56123760955302, 131, 71, 78, 'Male', 61.93473191265694, 1.8666211013677252, 0.11434269944286536, 60, 17.775503860724207, 91, 'High Risk'),
(7303, 66, 19, '11:45.8', 37.35096122928031, 95.34236255251531, 135, 81, 58, 'Male', 51.22258337176327, 1.9458812242583665, 0.090427325, 54, 13.527851362672818, 99, 'High Risk'),
(7304, 83, 15, '10:45.8', 37.002867852459666, 96.46158453130161, 133, 82, 67, 'Female', 65.47288809, 1.747891177770099, 0.08609313, 51, 21.430520436049115, 99, 'Low Risk'),
(7305, 99, 19, '09:45.8', 36.26770963895532, 99.24543505129823, 132, 80, 43, 'Female', 94.23521436267465, 1.8044697955465545, 0.13600379210830932, 52, 28.941030366855347, 97.33333333333333, 'High Risk'),
(7306, 91, 16, '08:45.8', 37.20419909471694, 95.79571596831488, 120, 76, 19, 'Female', 50.66822480381184, 1.9039746772331125, 0.12358979889846616, 44, 13.976980290947564, 90.66666666666667, 'High Risk'),
(7307, 68, 13, '07:45.8', 36.885414739898884, 98.51367897953182, 127, 72, 36, 'Female', 60.480939499744004, 1.9921341355050233, 0.12512279049478914, 55, 15.239873928477598, 90.33333333333333, 'High Risk'),
(7308, 95, 17, '06:45.8', 37.082694913802065, 97.73583816236548, 129, 82, 71, 'Female', 59.91104986370371, 1.633165751073646, 0.087562195, 47, 22.461895502833233, 97.66666666666667, 'High Risk'),
(7309, 87, 12, '05:45.8', 37.110074456844636, 99.22217922279486, 134, 80, 73, 'Male', 54.52581854898571, 1.7501928758807317, 0.062262633, 54, 17.800424957566175, 98, 'High Risk'),
(7310, 95, 18, '04:45.8', 36.16594703258503, 95.79812834474076, 127, 78, 79, 'Male', 65.01563127, 1.7640580172875149, 0.078188588, 49, 20.892579095757462, 94.33333333333333, 'High Risk'),
(7311, 61, 15, '03:45.8', 37.36537673001946, 97.19606654548264, 129, 73, 43, 'Male', 58.196939040977696, 1.8768344433093826, 0.1001214929540221, 56, 16.521452001198156, 91.66666666666666, 'High Risk'),
(7312, 98, 16, '02:45.8', 37.12783519229132, 95.62316548728214, 110, 81, 30, 'Female', 51.144769890631444, 1.7852416162848852, 0.11729922460392686, 29, 16.047494092421438, 90.66666666666667, 'High Risk'),
(7313, 94, 14, '01:45.8', 36.26307398, 95.45180768728386, 138, 83, 84, 'Female', 85.43897153924425, 1.526087313987631, 0.13421711782437187, 55, 36.68573694252101, 101.33333333333333, 'High Risk'),
(7314, 88, 16, '00:45.8', 36.493179449687126, 96.66573307, 129, 75, 27, 'Male', 57.60139634363482, 1.7011768705338208, 0.050218856728558886, 54, 19.903711717742155, 93, 'Low Risk'),
(7315, 96, 12, '59:45.8', 36.06848781715112, 99.12467622282941, 125, 75, 23, 'Female', 88.91085467383462, 1.7479135479209336, 0.1068791520929998, 50, 29.10146737855934, 91.66666666666666, 'High Risk'),
(7316, 82, 15, '58:45.8', 36.29408784393534, 98.91052205199432, 123, 74, 47, 'Male', 54.21604149514703, 1.646565459114231, 0.086910556, 49, 19.99722824235901, 90.33333333333333, 'Low Risk'),
(7317, 69, 15, '57:45.8', 36.54867314567458, 98.13012606, 115, 86, 48, 'Male', 80.88132079404217, 1.6185717039690253, 0.075512433, 29, 30.87339199952691, 95.66666666666667, 'High Risk'),
(7318, 91, 18, '56:45.8', 36.89126754930951, 95.64369768804187, 138, 87, 78, 'Male', 73.11668972800177, 1.514796304754071, 0.14523864845014123, 51, 31.864568880743523, 104, 'High Risk'),
(7319, 85, 15, '55:45.8', 36.792968938605476, 96.53073375116728, 135, 81, 47, 'Male', 72.00226564627997, 1.7672044548888837, 0.098047304, 54, 23.055394985843222, 99, 'Low Risk'),
(7320, 62, 15, '54:45.8', 37.24478298725684, 97.69448329082834, 113, 71, 76, 'Female', 58.71662220018112, 1.7382777691957503, 0.0873483, 42, 19.432233119795917, 85, 'Low Risk'),
(7321, 65, 13, '53:45.8', 37.34782497781205, 96.55455921828153, 115, 88, 33, 'Male', 97.67485310812843, 1.8760425300041252, 0.095913296, 27, 27.752199414894687, 97, 'Low Risk'),
(7322, 91, 15, '52:45.8', 36.112264896232745, 98.85645581859531, 128, 87, 53, 'Female', 91.5269982, 1.9367383655941985, 0.074639313, 41, 24.400982170728977, 100.66666666666667, 'High Risk'),
(7323, 89, 17, '51:45.8', 36.41823522587993, 97.57858942366258, 125, 73, 51, 'Male', 78.35516145400041, 1.9842029373664531, 0.069549091, 52, 19.90194095291304, 90.33333333333333, 'Low Risk'),
(7324, 84, 16, '50:45.8', 36.67711944048826, 95.46346646, 123, 89, 65, 'Male', 70.74167923422581, 1.819757803075118, 0.090414409, 34, 21.362308575095835, 100.33333333333333, 'Low Risk'),
(7325, 90, 13, '49:45.8', 36.28935595844921, 97.83190754287985, 136, 74, 61, 'Female', 57.90799209895426, 1.5251811236093902, 0.097111087, 62, 24.894056063794267, 94.66666666666666, 'Low Risk'),
(7326, 80, 15, '48:45.8', 36.36632253381434, 96.95427606073783, 136, 82, 55, 'Male', 85.93322851, 1.7375563649972798, 0.12283844939016715, 54, 28.46317383595201, 100, 'Low Risk'),
(7327, 73, 13, '47:45.8', 36.71133653558367, 96.07116262022244, 117, 82, 36, 'Male', 88.57051869529826, 1.7520059306925715, 0.050218638335806726, 35, 28.854798383870197, 93.66666666666667, 'Low Risk'),
(7328, 94, 17, '46:45.8', 36.49453488, 99.32028280945062, 123, 85, 40, 'Male', 81.58883693516708, 1.687287620561449, 0.09013575, 38, 28.658437075892245, 97.66666666666667, 'High Risk'),
(7329, 85, 13, '45:45.8', 36.49161380469776, 98.67704709535393, 115, 79, 35, 'Male', 53.91907245542812, 1.5014221723699683, 0.1485931016545764, 36, 23.918655433563703, 91, 'Low Risk'),
(7330, 65, 12, '44:45.8', 36.14467329775548, 98.09293655411531, 115, 84, 47, 'Female', 96.39788824664569, 1.6916613489275956, 0.1463346936681466, 31, 33.68531917636467, 94.33333333333333, 'High Risk'),
(7331, 92, 17, '43:45.8', 36.55943642280315, 95.70846963211582, 120, 87, 42, 'Male', 95.88532077653733, 1.7939764695204639, 0.13074230407947324, 33, 29.79330212870563, 98, 'High Risk'),
(7332, 64, 12, '42:45.8', 36.89888757778235, 98.66830553677927, 118, 74, 24, 'Female', 89.79267754742162, 1.8325870110307636, 0.082165974, 44, 26.736940769480864, 88.66666666666667, 'Low Risk'),
(7333, 95, 19, '41:45.8', 36.78497165965727, 96.11130666097836, 128, 86, 40, 'Female', 56.09663688900358, 1.6286180176428182, 0.089255922, 42, 21.149414792160194, 100, 'High Risk'),
(7334, 83, 19, '40:45.8', 36.849054960064684, 97.91584193840407, 135, 73, 37, 'Male', 78.17018804260397, 1.6029567000071596, 0.14305370744636592, 62, 30.422687364592008, 93.66666666666666, 'High Risk'),
(7335, 62, 12, '39:45.8', 36.138000681072654, 96.14170492844744, 116, 77, 66, 'Female', 77.29387665714935, 1.9939523498773004, 0.057069216, 39, 19.440862943573133, 90, 'Low Risk'),
(7336, 78, 18, '38:45.8', 36.524445772681545, 97.13221028, 122, 78, 31, 'Female', 60.79417509204602, 1.671092399089428, 0.069424354, 44, 21.770130994625344, 92.66666666666667, 'Low Risk'),
(7337, 70, 14, '37:45.8', 36.564893456092676, 98.55776076394125, 136, 86, 56, 'Male', 80.09362927272954, 1.9985664872518778, 0.10137210367376787, 50, 20.052142017810652, 102.66666666666666, 'Low Risk'),
(7338, 87, 19, '36:45.8', 36.26867515226935, 96.74956016028878, 112, 82, 36, 'Male', 53.78093867, 1.5694744045571576, 0.14841798575207113, 30, 21.83332618, 92, 'Low Risk'),
(7339, 88, 13, '35:45.8', 36.4124601, 96.98657368, 135, 70, 51, 'Female', 72.52519032170258, 1.6813338044952588, 0.13483980412551538, 65, 25.655529794069114, 91.66666666666666, 'Low Risk'),
(7340, 82, 13, '34:45.8', 36.77814292615053, 98.40708463387588, 135, 80, 65, 'Male', 60.030002692585725, 1.8997896506180623, 0.091465251, 55, 16.632492179379557, 98.33333333333333, 'High Risk'),
(7341, 97, 17, '33:45.8', 36.76491869581767, 97.57504333150013, 114, 76, 58, 'Female', 57.72345709, 1.5174662633346143, 0.1390463380828379, 38, 25.06768589823552, 88.66666666666667, 'High Risk'),
(7342, 93, 17, '32:45.8', 37.27003360142821, 99.58905076662167, 128, 79, 41, 'Male', 77.88652007588155, 1.9663763435281871, 0.13418100014060041, 49, 20.14322568738448, 95.33333333333333, 'High Risk'),
(7343, 69, 13, '31:45.8', 36.052431722868285, 95.69320421, 116, 86, 50, 'Female', 83.47585273394888, 1.6043634833279072, 0.057956539, 30, 32.43062565364669, 96, 'High Risk'),
(7344, 80, 18, '30:45.8', 37.399899270562294, 96.46358004429871, 117, 75, 69, 'Female', 50.72911262515465, 1.6016637987519173, 0.10116708851591925, 42, 19.774911394707882, 89, 'Low Risk'),
(7345, 87, 15, '29:45.8', 36.62560057181098, 98.31124900212802, 131, 85, 30, 'Male', 92.22265601132403, 1.5469361176758094, 0.052181228, 46, 38.53832783856186, 100.33333333333333, 'High Risk'),
(7346, 95, 19, '28:45.8', 36.259329373466116, 98.44132017, 137, 70, 42, 'Male', 60.26946513990836, 1.551266486353006, 0.061480450632028484, 67, 25.045200754350653, 92.33333333333333, 'High Risk'),
(7347, 65, 13, '27:45.8', 36.61146449385321, 95.32013002577804, 120, 81, 21, 'Female', 70.93440467356403, 1.7450409481440252, 0.084850599, 39, 23.29408648512659, 94, 'Low Risk'),
(7348, 87, 15, '26:45.8', 36.212639707094624, 98.25380438050814, 123, 82, 30, 'Female', 94.26730699926497, 1.8121058093756823, 0.093659082, 41, 28.70740888883778, 95.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(7349, 70, 13, '25:45.8', 36.69407989361553, 97.24989609691893, 133, 88, 57, 'Female', 96.73495084077426, 1.6597692723818123, 0.07483321, 45, 35.11462016312828, 103, 'High Risk'),
(7350, 97, 15, '24:45.8', 36.242981312221545, 97.87367071665292, 128, 86, 85, 'Male', 64.13709183103423, 1.7164684590600519, 0.10289528913623575, 42, 21.768956367612063, 100, 'High Risk'),
(7351, 97, 13, '23:45.8', 36.85190446062249, 99.25776658903222, 111, 87, 26, 'Female', 77.04101268380501, 1.712970757613617, 0.099201529, 24, 26.255608297433202, 95, 'High Risk'),
(7352, 93, 13, '22:45.8', 37.24603974139748, 99.29285001798259, 114, 78, 25, 'Female', 66.86008356918163, 1.6326062416492961, 0.076490616, 36, 25.084416897007422, 90, 'High Risk'),
(7353, 83, 17, '21:45.8', 37.33321985518627, 96.22575310413654, 137, 88, 64, 'Male', 64.45974192857739, 1.5665803980468676, 0.10400033632765548, 49, 26.26534962815437, 104.33333333333333, 'Low Risk'),
(7354, 95, 19, '20:45.8', 36.477250452175404, 95.03619942636129, 115, 77, 83, 'Male', 52.61763722736402, 1.6206911827467867, 0.090396758, 38, 20.032299452385097, 89.66666666666667, 'High Risk'),
(7355, 96, 18, '19:45.8', 36.50837896635713, 96.48254846241457, 117, 77, 73, 'Male', 66.64042762705124, 1.5865244427342655, 0.101770966, 40, 26.47550424956556, 90.33333333333333, 'High Risk'),
(7356, 68, 12, '18:45.8', 36.67096638536299, 99.57779829710148, 111, 84, 86, 'Female', 70.55086738366721, 1.7597000930202025, 0.081317724, 27, 22.78374144668898, 93, 'Low Risk'),
(7357, 71, 14, '17:45.8', 37.15749452235986, 99.99460657955753, 123, 82, 77, 'Male', 99.95720016105453, 1.5962860092651194, 0.12173470256423026, 41, 39.22768401603114, 95.66666666666667, 'High Risk'),
(7358, 73, 19, '16:45.8', 36.34411186392546, 99.49620980594719, 111, 89, 28, 'Female', 90.87857773, 1.5254723076090984, 0.1338201286778442, 22, 39.05286186659806, 96.33333333333333, 'High Risk'),
(7359, 73, 12, '15:45.8', 36.35039088342635, 97.00139740751511, 130, 77, 60, 'Female', 89.05756155, 1.985610998944443, 0.067796765, 53, 22.58824345931097, 94.66666666666666, 'Low Risk'),
(7360, 81, 16, '14:45.8', 37.49087259, 95.65405072328527, 139, 77, 22, 'Female', 98.67675134, 1.8153443638342077, 0.11852075862358162, 62, 29.94310276188081, 97.66666666666666, 'Low Risk'),
(7361, 91, 19, '13:45.8', 36.74044384384132, 96.21939961139803, 128, 82, 84, 'Female', 52.15306832964803, 1.5162602617947616, 0.069694619, 46, 22.684664376916785, 97.33333333333333, 'High Risk'),
(7362, 76, 12, '12:45.8', 36.50664608769153, 96.71175735236842, 136, 86, 35, 'Male', 91.78139732648036, 1.7341807063105685, 0.092170518, 50, 30.518695426026714, 102.66666666666666, 'High Risk'),
(7363, 63, 16, '11:45.8', 36.86983338940383, 98.16755567263193, 123, 85, 59, 'Female', 65.88355556797364, 1.8933044077811658, 0.13968871069561695, 38, 18.379603447686435, 97.66666666666667, 'High Risk'),
(7364, 84, 15, '10:45.8', 37.31015421800133, 99.52042778, 113, 75, 67, 'Female', 94.38063880903053, 1.7120019071871604, 0.13092794697933358, 38, 32.20137557292328, 87.66666666666667, 'High Risk'),
(7365, 97, 19, '09:45.8', 36.75303068160212, 96.08903790380252, 114, 70, 76, 'Female', 90.50819153161208, 1.5592210792020156, 0.11745975789018472, 44, 37.22823891980313, 84.66666666666667, 'High Risk'),
(7366, 81, 13, '08:45.8', 36.48723447368045, 95.68183877525136, 138, 83, 45, 'Male', 81.67949240352165, 1.7098191127000808, 0.08840376, 55, 27.939118222227624, 101.33333333333333, 'Low Risk'),
(7367, 81, 16, '07:45.8', 36.29818591524326, 99.18140414, 130, 79, 79, 'Male', 63.44071217516496, 1.6169545482507717, 0.053588245, 51, 24.26456025782467, 96, 'Low Risk'),
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(7545, 91, 18, '09:45.8', 37.418690519079874, 96.46644064647846, 130, 88, 87, 'Female', 51.202081579876264, 1.5072921849622785, 0.096839268, 42, 22.536824482136137, 102, 'High Risk'),
(7546, 96, 18, '08:45.8', 36.89160327417821, 99.86556534427602, 118, 72, 25, 'Male', 84.07390757, 1.9372817948816334, 0.1456052555688787, 46, 22.401424625841628, 87.33333333333333, 'High Risk'),
(7547, 81, 12, '07:45.8', 36.54318906027819, 96.47290527534516, 135, 81, 76, 'Female', 58.83530846467209, 1.6491443452327277, 0.11954212683191334, 54, 21.63319648611907, 99, 'Low Risk'),
(7548, 81, 14, '06:45.8', 37.434610448378066, 95.76580148334624, 114, 85, 29, 'Female', 96.65492061534975, 1.8523321764986855, 0.10466013592609916, 29, 28.16995977222919, 94.66666666666667, 'Low Risk'),
(7549, 62, 18, '05:45.8', 36.21822590734492, 99.76685789656335, 129, 72, 59, 'Female', 54.97741633, 1.5655562328608006, 0.11906687720335347, 57, 22.43091466264272, 91, 'Low Risk'),
(7550, 91, 18, '04:45.8', 36.407533133895335, 98.23498336875538, 135, 70, 85, 'Male', 60.84394221099036, 1.7560445128205777, 0.077624415, 65, 19.730873148138045, 91.66666666666666, 'High Risk'),
(7551, 68, 16, '03:45.8', 37.028631939265516, 95.54411853, 126, 80, 89, 'Male', 67.75921646447856, 1.5922758713659082, 0.065196356, 46, 26.72586358115263, 95.33333333333333, 'Low Risk'),
(7552, 65, 14, '02:45.8', 36.64758961666381, 99.14301997782982, 134, 81, 49, 'Male', 80.08413523663211, 1.5812374756724932, 0.07160531, 53, 32.02965737672202, 98.66666666666666, 'High Risk'),
(7553, 72, 12, '01:45.8', 36.53248622788405, 96.99031180835104, 133, 84, 62, 'Male', 82.83531927449225, 1.6849285507617693, 0.1365988675416184, 49, 29.177801925327824, 100.33333333333333, 'Low Risk'),
(7554, 96, 19, '00:45.8', 36.66107687430492, 95.22510045962078, 115, 78, 29, 'Male', 68.97368589134985, 1.949884710664394, 0.14054651733728402, 37, 18.141181443989883, 90.33333333333333, 'High Risk'),
(7555, 70, 15, '59:45.8', 36.66728697, 99.98671977698925, 137, 83, 18, 'Female', 70.17804640470982, 1.9190082071883567, 0.1479560854924782, 54, 19.056696177728824, 101, 'Low Risk'),
(7556, 98, 18, '58:45.8', 36.87722238181297, 98.52250542257109, 122, 73, 22, 'Female', 52.57348614, 1.9686134440649248, 0.088351988, 49, 13.565814764250577, 89.33333333333333, 'High Risk'),
(7557, 71, 14, '57:45.8', 36.700103824043175, 97.30082175301193, 131, 79, 87, 'Female', 58.897015393591246, 1.7047405153962654, 0.080498361, 52, 20.266405210011882, 96.33333333333333, 'Low Risk'),
(7558, 89, 13, '56:45.8', 37.44364898109498, 97.44157584116292, 125, 81, 44, 'Male', 83.16034363441366, 1.6389760611809974, 0.055712430474014835, 44, 30.957868745202656, 95.66666666666667, 'High Risk'),
(7559, 97, 19, '55:45.8', 37.082812187861784, 96.50615215762092, 127, 83, 36, 'Female', 65.16469568928383, 1.9622029145786937, 0.066403212, 44, 16.92483870732687, 97.66666666666667, 'High Risk'),
(7560, 69, 13, '54:45.8', 36.517870828645066, 97.70335810660376, 117, 80, 23, 'Female', 89.97080088, 1.9621083213820043, 0.10552187791739946, 37, 23.369833977279615, 92.33333333333333, 'Low Risk'),
(7561, 84, 14, '53:45.8', 37.13184116291362, 95.91096659323861, 136, 87, 44, 'Female', 85.54926262061456, 1.8032157176439982, 0.13688336421824926, 49, 26.310003272477825, 103.33333333333333, 'Low Risk'),
(7562, 99, 12, '52:45.8', 37.099821122133704, 96.25295398036346, 119, 89, 80, 'Male', 56.662873659222065, 1.6675527870091744, 0.093221523, 30, 20.376961029631463, 99, 'High Risk'),
(7563, 93, 18, '51:45.8', 37.26653236607498, 99.85656336271292, 116, 87, 43, 'Male', 78.61723394433407, 1.7785553668510647, 0.09503969, 29, 24.853238115748454, 96.66666666666667, 'High Risk'),
(7564, 69, 13, '50:45.8', 37.160819259527294, 96.82060210831436, 136, 71, 71, 'Male', 69.37311148707965, 1.975518065, 0.13010122267078322, 65, 17.775800302950675, 92.66666666666666, 'High Risk'),
(7565, 66, 19, '49:45.8', 36.13293725695627, 97.02443984131096, 124, 78, 84, 'Female', 66.08373518, 1.8982390318712692, 0.098125588, 46, 18.339723503339968, 93.33333333333333, 'High Risk'),
(7566, 84, 19, '48:45.8', 36.775469802870965, 95.59185979302578, 132, 86, 62, 'Male', 88.55467219430275, 1.6024072269075293, 0.099279832, 46, 34.48781576267767, 101.33333333333333, 'High Risk'),
(7567, 83, 18, '47:45.8', 36.690018527051514, 98.29252655426892, 120, 89, 77, 'Female', 70.10595498931934, 1.5716484841046763, 0.12266784342890458, 31, 28.382070449181896, 99.33333333333333, 'Low Risk'),
(7568, 65, 12, '46:45.8', 36.87087176094309, 99.13311308453078, 110, 84, 56, 'Female', 86.7956053, 1.5426736329939683, 0.14467945795102832, 26, 36.471163868704544, 92.66666666666667, 'High Risk'),
(7569, 74, 14, '45:45.8', 36.82607621579664, 97.69323762352177, 123, 86, 48, 'Female', 65.76795599, 1.916203885284955, 0.093333727, 37, 17.911456874324525, 98.33333333333333, 'High Risk'),
(7570, 83, 14, '44:45.8', 37.448464181212074, 95.16597184595832, 121, 85, 59, 'Female', 58.13597950251433, 1.6638389946740766, 0.1158564320460064, 36, 21.000150016011435, 97, 'Low Risk'),
(7571, 76, 13, '43:45.8', 37.33972603433867, 98.10228995854429, 117, 72, 84, 'Male', 54.094244449331875, 1.5681797197827818, 0.077032477, 45, 21.996794271247666, 87, 'Low Risk'),
(7572, 86, 16, '42:45.8', 37.397640433767044, 97.11075145888555, 110, 77, 40, 'Male', 75.71655278550479, 1.7066607287315034, 0.11911666135554791, 33, 25.995396307719897, 88, 'Low Risk'),
(7573, 74, 18, '41:45.8', 37.497069281619815, 96.68202222674945, 129, 70, 24, 'Female', 87.26740709222031, 1.9968026561066676, 0.10274666791703978, 59, 21.88677538350245, 89.66666666666666, 'Low Risk'),
(7574, 71, 14, '40:45.8', 36.57012998004129, 99.98215059397691, 136, 89, 29, 'Female', 60.969385334620874, 1.7684665634315377, 0.12154579507633165, 47, 19.494769775233348, 104.66666666666667, 'Low Risk'),
(7575, 75, 17, '39:45.8', 36.28643907499909, 97.68974099100988, 125, 88, 81, 'Female', 95.97033769839594, 1.6288168717785738, 0.084924873, 37, 36.173664350896495, 100.33333333333333, 'High Risk'),
(7576, 75, 14, '38:45.8', 36.137535135970474, 98.60796187097189, 114, 75, 73, 'Female', 92.78877178, 1.5869294745539555, 0.089190578, 39, 36.84513678058844, 88, 'High Risk'),
(7577, 79, 16, '37:45.8', 37.12628196104582, 98.25004945878722, 121, 89, 68, 'Female', 71.10076774532544, 1.9719075418657999, 0.050747071, 32, 18.285262282286848, 99.66666666666667, 'High Risk'),
(7578, 78, 15, '36:45.8', 36.98653895949601, 98.73575432728587, 132, 84, 45, 'Female', 59.965067504347275, 1.5092340407327054, 0.077839852, 48, 26.326016104636263, 100, 'Low Risk'),
(7579, 75, 19, '35:45.8', 36.437715617857954, 98.68057405559342, 115, 85, 21, 'Female', 88.48317148393065, 1.523104654636257, 0.1202890168757439, 30, 38.141800468314365, 95, 'High Risk'),
(7580, 65, 17, '34:45.8', 36.29446530517193, 95.76464518687153, 121, 70, 34, 'Male', 75.89801230755867, 1.6890814219474635, 0.14102917960205813, 51, 26.602915313678135, 87, 'Low Risk'),
(7581, 67, 19, '33:45.8', 37.17382668, 96.33416587876157, 112, 79, 40, 'Male', 86.09958254, 1.9891807858777508, 0.14097577796974808, 33, 21.75968151646906, 90, 'Low Risk'),
(7582, 67, 19, '32:45.8', 36.93725667, 96.54567047160239, 124, 72, 45, 'Female', 65.24386273371422, 1.872699170488917, 0.092328659, 52, 18.60388426536828, 89.33333333333333, 'Low Risk'),
(7583, 82, 16, '31:45.8', 36.30893873030172, 95.96377455016246, 114, 86, 63, 'Female', 64.95906955609095, 1.6463347792388832, 0.13569891118529853, 28, 23.96643788339116, 95.33333333333333, 'Low Risk'),
(7584, 79, 17, '30:45.8', 36.465023744421664, 95.49327608755205, 114, 73, 63, 'Female', 54.03093527910642, 1.6892565811215188, 0.1174645612809886, 41, 18.934386858016307, 86.66666666666667, 'Low Risk'),
(7585, 74, 14, '29:45.8', 37.45061389582222, 98.70312079, 117, 74, 25, 'Female', 74.04287777428085, 1.8124258643376336, 0.10295050710169837, 43, 22.540460659619338, 88.33333333333333, 'Low Risk'),
(7586, 62, 19, '28:45.8', 36.52937424735779, 98.62355148673532, 127, 87, 71, 'Female', 96.29771487549417, 1.955681198985206, 0.11789616968376393, 40, 25.177920631564447, 100.33333333333333, 'Low Risk'),
(7587, 75, 12, '27:45.8', 37.00135236473857, 99.24426893871224, 124, 80, 86, 'Male', 52.25158414692768, 1.570528683759549, 0.12234467119578005, 44, 21.183987742618175, 94.66666666666667, 'Low Risk'),
(7588, 80, 12, '26:45.8', 36.39309000210644, 99.10411914485232, 122, 88, 44, 'Male', 69.13843059605067, 1.7382653869909293, 0.092254014, 34, 22.881650734341104, 99.33333333333333, 'Low Risk'),
(7589, 70, 13, '25:45.8', 36.54674089869931, 99.67192325346312, 119, 80, 56, 'Male', 82.61848499124248, 1.711625770867386, 0.11167656159117362, 39, 28.200680832425665, 93, 'Low Risk'),
(7590, 81, 15, '24:45.8', 36.318604815732144, 97.97800125397505, 110, 85, 21, 'Male', 60.65136330147739, 1.9894750376950545, 0.060814937070312325, 25, 15.323697797045188, 93.33333333333333, 'High Risk'),
(7591, 89, 14, '23:45.8', 36.271760707347205, 98.25671598548614, 133, 79, 76, 'Female', 78.21488232287798, 1.7346527998658157, 0.060003254979365254, 54, 25.993470826691805, 97, 'Low Risk'),
(7592, 64, 19, '22:45.8', 37.47559602317087, 99.92941829818041, 134, 70, 34, 'Male', 71.74252660671935, 1.9325960694202016, 0.086449743, 64, 19.20854563024441, 91.33333333333333, 'Low Risk'),
(7593, 96, 17, '21:45.8', 37.30254772922131, 97.74929215330924, 138, 77, 47, 'Female', 96.61668517638891, 1.8979279437232381, 0.087956115, 61, 26.82209479209165, 97.33333333333333, 'High Risk'),
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(7595, 60, 15, '19:45.8', 36.610268049760954, 95.63691971879312, 118, 76, 88, 'Male', 57.75062546646825, 1.628234728128207, 0.0772326, 42, 21.783249475529207, 90, 'Low Risk'),
(7596, 78, 13, '18:45.8', 36.594458950832944, 97.47833648921362, 120, 73, 70, 'Male', 97.99428845, 1.5860580295751103, 0.083349882, 47, 38.95494700844306, 88.66666666666667, 'High Risk'),
(7597, 63, 19, '17:45.8', 37.15441150640351, 95.86346960020867, 127, 88, 27, 'Female', 89.35340607353105, 1.7640111315989926, 0.081459481, 39, 28.714976773865143, 101, 'Low Risk'),
(7598, 84, 17, '16:45.8', 36.27849283444177, 96.91625334218739, 127, 73, 87, 'Female', 62.997441393270215, 1.9874985978694033, 0.085409683, 54, 15.94811098, 91, 'High Risk'),
(7599, 88, 13, '15:45.8', 37.241028360716136, 98.21771731, 128, 87, 38, 'Male', 57.47387853228373, 1.704550697516212, 0.11580097757607376, 41, 19.781110104833513, 100.66666666666667, 'Low Risk'),
(7600, 94, 15, '14:45.8', 37.09220149794543, 96.13637643880578, 132, 74, 39, 'Male', 69.17943521830381, 1.8842190104537568, 0.062176398, 58, 19.485620933918092, 93.33333333333333, 'High Risk'),
(7601, 68, 17, '13:45.8', 37.20459554602196, 96.93765827705843, 129, 86, 81, 'Male', 63.05930351739741, 1.7288919188487513, 0.086054252, 43, 21.096649182944166, 100.33333333333333, 'Low Risk'),
(7602, 97, 13, '12:45.8', 37.24301709187621, 97.79315387809848, 119, 83, 26, 'Female', 90.95068146562363, 1.7101231398721246, 0.14185130737980178, 36, 31.09934129078342, 95, 'High Risk'),
(7603, 91, 15, '11:45.8', 36.20900158741457, 99.01195894540326, 138, 87, 20, 'Male', 69.71750439, 1.947133977, 0.077377503, 51, 18.38866336271998, 104, 'High Risk'),
(7604, 72, 14, '10:45.8', 37.290947147419274, 96.22073928594982, 127, 84, 59, 'Male', 67.30707200045144, 1.8692206883009208, 0.14242093071328504, 43, 19.263692629403646, 98.33333333333333, 'Low Risk'),
(7605, 98, 18, '09:45.8', 37.04901375186367, 95.25671155455693, 131, 81, 39, 'Female', 76.74032525448172, 1.9839692535619102, 0.14623223795670015, 50, 19.49637011149463, 97.66666666666666, 'High Risk'),
(7606, 86, 17, '08:45.8', 36.08400292470834, 97.52194850431147, 116, 84, 75, 'Female', 89.22126434341867, 1.6588252714635678, 0.050896935, 32, 32.424037068083386, 94.66666666666667, 'High Risk'),
(7607, 64, 16, '07:45.8', 36.191938915216724, 97.66999051766402, 116, 82, 54, 'Female', 69.88813734534016, 1.5731823311658069, 0.14966272777741524, 34, 28.23874200767066, 93.33333333333333, 'Low Risk'),
(7608, 98, 18, '06:45.8', 36.19747585104907, 96.68605771446641, 129, 72, 18, 'Male', 91.32393318277354, 1.6655711404641753, 0.1404600962856245, 57, 32.919879230641186, 91, 'High Risk'),
(7609, 75, 14, '05:45.8', 36.30699284, 98.82746374795241, 137, 87, 65, 'Female', 70.87239851168255, 1.6643639385762306, 0.1354524879180014, 50, 25.584712187554775, 103.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(7610, 87, 16, '04:45.8', 36.318637045245346, 98.06661353973017, 117, 87, 26, 'Female', 99.53178102260644, 1.8965460523927926, 0.1338844562967939, 30, 27.67164578, 97, 'Low Risk'),
(7611, 70, 12, '03:45.8', 36.43918937217692, 97.79709219584504, 114, 78, 63, 'Male', 88.19336173, 1.673747558317485, 0.089262562, 36, 31.481541123071988, 90, 'High Risk'),
(7612, 67, 16, '02:45.8', 36.751459292389725, 99.02700785, 134, 71, 50, 'Male', 94.64725042500932, 1.5194006979778347, 0.12885233376758087, 63, 40.998064914550575, 92, 'High Risk'),
(7613, 84, 14, '01:45.8', 36.86620383, 97.62661712889101, 126, 70, 39, 'Female', 53.769549227502324, 1.6170608540047278, 0.1114943138376485, 56, 20.56286707, 88.66666666666666, 'Low Risk'),
(7614, 93, 14, '00:45.8', 36.47762972247726, 95.47076144317808, 117, 74, 60, 'Female', 66.30668261645879, 1.7796480903908802, 0.073486107, 43, 20.935774625902294, 88.33333333333333, 'High Risk'),
(7615, 92, 14, '59:45.8', 37.02041122942682, 98.86819090680515, 131, 75, 48, 'Female', 70.15027101, 1.784637556745757, 0.13136992660775249, 56, 22.025678548214355, 93.66666666666666, 'High Risk'),
(7616, 84, 14, '58:45.8', 36.26887304, 99.85416185, 125, 76, 59, 'Female', 89.08443535, 1.6769618361864689, 0.050775178959040726, 49, 31.677833608751985, 92.33333333333333, 'High Risk'),
(7617, 80, 17, '57:45.8', 36.14955594962076, 95.20054917515192, 121, 87, 57, 'Female', 88.37826061908649, 1.6856903217690187, 0.12225242795978299, 34, 31.10211072864816, 98.33333333333333, 'High Risk'),
(7618, 90, 14, '56:45.8', 36.78577810454085, 95.51467821, 120, 73, 58, 'Female', 61.36866744804645, 1.9099328562484497, 0.13318718869151047, 47, 16.82327303497228, 88.66666666666667, 'High Risk'),
(7619, 64, 13, '55:45.8', 37.02436326206463, 99.67269918802789, 125, 78, 36, 'Female', 74.91482299, 1.827562961989909, 0.13365862251345528, 47, 22.429679186920552, 93.66666666666667, 'Low Risk'),
(7620, 72, 16, '54:45.8', 37.42686463680361, 97.91712535219028, 120, 84, 44, 'Female', 93.26913972455934, 1.5933855978493907, 0.099177015, 36, 36.736366256581185, 96, 'High Risk'),
(7621, 90, 14, '53:45.8', 36.47868998193171, 98.48500915, 134, 71, 47, 'Female', 80.72618082958618, 1.971324289859611, 0.094930989, 63, 20.772954034982224, 92, 'Low Risk'),
(7622, 80, 15, '52:45.8', 36.616875722214274, 99.81571858574587, 131, 85, 75, 'Female', 89.57621229788273, 1.8718209215259984, 0.070085547, 46, 25.566077450703784, 100.33333333333333, 'Low Risk'),
(7623, 93, 15, '51:45.8', 37.156237472176265, 96.51026997176409, 129, 77, 54, 'Male', 56.18413762207881, 1.5620769812474071, 0.14658896788203463, 52, 23.025488555543145, 94.33333333333333, 'High Risk'),
(7624, 65, 19, '50:45.8', 36.98551840086996, 98.41698545797142, 129, 71, 56, 'Female', 94.8527424, 1.6777064251961853, 0.13106114821742948, 58, 33.699073147287464, 90.33333333333333, 'High Risk'),
(7625, 79, 19, '49:45.8', 36.592644281874435, 96.01594986094733, 124, 89, 54, 'Female', 64.90038185242402, 1.824279544575448, 0.12555366017774183, 35, 19.501340940874393, 100.66666666666667, 'Low Risk'),
(7626, 67, 12, '48:45.8', 36.18374489700945, 96.92039555147993, 134, 87, 41, 'Female', 59.945082705607646, 1.5453550424711777, 0.088723049, 47, 25.101346372723864, 102.66666666666667, 'Low Risk'),
(7627, 84, 19, '47:45.8', 36.81431110522648, 97.43785226359628, 116, 76, 77, 'Female', 93.22157947521401, 1.5748963877473823, 0.09054534, 40, 37.58482074184421, 89.33333333333333, 'High Risk'),
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(7806, 71, 13, '48:45.8', 36.09193309577631, 95.28004816423196, 116, 77, 30, 'Female', 98.03763211745073, 1.6979431564000433, 0.1301277647316487, 39, 34.00529286819048, 90, 'High Risk'),
(7807, 87, 19, '47:45.8', 36.69343735541555, 97.84167694394193, 110, 73, 87, 'Female', 63.141690887776335, 1.5531578454478094, 0.099759254, 37, 26.174899223427285, 85.33333333333333, 'Low Risk'),
(7808, 60, 19, '46:45.8', 36.090055456103215, 99.67343958560537, 120, 76, 20, 'Female', 69.52871219565392, 1.5736918374323106, 0.10928815860124771, 44, 28.075325566779895, 90.66666666666667, 'Low Risk'),
(7809, 87, 19, '45:45.8', 36.42450707671541, 96.28818144181382, 120, 88, 63, 'Female', 79.58003186060861, 1.7990460959110286, 0.073860827, 32, 24.58779176226176, 98.66666666666667, 'Low Risk'),
(7810, 71, 19, '44:45.8', 36.08298499408033, 97.52578863631375, 121, 81, 36, 'Female', 61.60417720784646, 1.8433231642007328, 0.050415042583232865, 40, 18.130392246872518, 94.33333333333333, 'High Risk'),
(7811, 96, 14, '43:45.8', 36.64744065172615, 99.10703889265142, 139, 86, 22, 'Male', 67.25396950722244, 1.8962027863268656, 0.058189443, 53, 18.704597271000786, 103.66666666666666, 'High Risk'),
(7812, 62, 18, '42:45.8', 36.731032944652526, 99.14224939333356, 136, 81, 60, 'Male', 58.18836894709992, 1.756395843158944, 0.098895795, 55, 18.86215818368884, 99.33333333333333, 'Low Risk'),
(7813, 81, 19, '41:45.8', 37.37002243224058, 95.86584317885202, 114, 84, 43, 'Female', 62.721630057256334, 1.5623427683666482, 0.05013213, 30, 25.695950888154574, 94, 'Low Risk'),
(7814, 69, 18, '40:45.8', 36.32161003896678, 99.01454115, 119, 71, 47, 'Male', 92.23051778, 1.6866784728338224, 0.080810304, 48, 32.41977845295524, 87, 'High Risk'),
(7815, 90, 14, '39:45.8', 36.07202381607477, 96.76041389925439, 111, 73, 58, 'Male', 91.96116605468166, 1.9093963455111123, 0.1178491836417898, 38, 25.223903450904974, 85.66666666666667, 'Low Risk'),
(7816, 87, 18, '38:45.8', 36.949210545777404, 98.24587315133405, 126, 81, 31, 'Male', 61.03679044839631, 1.7154166404818518, 0.071491216, 45, 20.74208699143891, 96, 'Low Risk'),
(7817, 78, 15, '37:45.8', 36.46360840401238, 96.74408700555485, 119, 71, 64, 'Female', 95.07488710060761, 1.8052539670031602, 0.077799942, 48, 29.173544802104622, 87, 'Low Risk'),
(7818, 84, 16, '36:45.8', 36.49545781457822, 97.11913958382613, 127, 87, 20, 'Female', 73.49853388657851, 1.7666865455647534, 0.14256088874770367, 40, 23.54830611812936, 100.33333333333333, 'Low Risk'),
(7819, 82, 19, '35:45.8', 37.40925805909134, 96.96855639897475, 120, 83, 47, 'Female', 50.02604521, 1.7430548583966676, 0.090523364, 37, 16.465467267178138, 95.33333333333333, 'High Risk'),
(7820, 89, 14, '34:45.8', 37.41704425972419, 95.18055970450139, 116, 87, 81, 'Female', 89.17715707511962, 1.787561842940089, 0.066860196, 29, 27.908177195105157, 96.66666666666667, 'Low Risk'),
(7821, 76, 16, '33:45.8', 36.77322120498717, 99.82398836022593, 124, 77, 32, 'Female', 65.42115652320625, 1.5659174769697195, 0.091823427, 47, 26.67967131452952, 92.66666666666667, 'Low Risk'),
(7822, 99, 14, '32:45.8', 37.26743403138205, 95.11123533661576, 114, 80, 49, 'Male', 82.20450857890344, 1.6848368803375258, 0.090326017, 34, 28.958756992190953, 91.33333333333333, 'High Risk'),
(7823, 71, 15, '31:45.8', 37.011963889356934, 97.07301109254598, 139, 70, 47, 'Male', 92.50054153759872, 1.5928708100729403, 0.12954121561929505, 69, 36.45718800164027, 93, 'High Risk'),
(7824, 92, 12, '30:45.8', 36.49968533946355, 97.98469118, 122, 85, 60, 'Female', 84.18292087471093, 1.587335182724329, 0.14385836282773196, 37, 33.410786993819386, 97.33333333333333, 'High Risk'),
(7825, 87, 16, '29:45.8', 36.18953964, 97.06920350259625, 138, 70, 43, 'Male', 61.96543437346859, 1.8121427283826863, 0.13432193577169732, 68, 18.86968702872068, 92.66666666666666, 'Low Risk'),
(7826, 72, 18, '28:45.8', 36.30100714793797, 95.15504425877674, 132, 80, 31, 'Female', 75.80326328, 1.5058102195438146, 0.13532927338983625, 52, 33.43085020689378, 97.33333333333333, 'High Risk'),
(7827, 74, 17, '27:45.8', 36.02704611343846, 98.25087349664658, 111, 76, 21, 'Male', 79.46564604876048, 1.5107118007695948, 0.12046691005226275, 35, 34.81899047017029, 87.66666666666667, 'High Risk'),
(7828, 73, 19, '26:45.8', 37.08487709, 96.38838903959561, 120, 83, 34, 'Female', 51.31079399440394, 1.6592559138542424, 0.13849801302540773, 37, 18.637256684911783, 95.33333333333333, 'Low Risk'),
(7829, 61, 14, '25:45.8', 36.37433295745127, 99.77258113232263, 131, 70, 20, 'Female', 94.00612230464286, 1.733950718, 0.10100344503756485, 61, 31.266742628989558, 90.33333333333333, 'High Risk'),
(7830, 91, 17, '24:45.8', 36.370205682389575, 96.88813782424852, 134, 77, 24, 'Female', 74.46712467301899, 1.791353707714733, 0.062582842, 57, 23.206085673512934, 96, 'High Risk'),
(7831, 69, 12, '23:45.8', 37.170581233986596, 95.68459775570084, 138, 78, 19, 'Male', 58.29520626749663, 1.8205851450956616, 0.12906000295089648, 60, 17.587773080722727, 98, 'High Risk'),
(7832, 74, 13, '22:45.8', 37.01846178462891, 97.52583865023217, 138, 85, 23, 'Female', 89.23241391, 1.7927719204007422, 0.074278446, 53, 27.76339416460741, 102.66666666666666, 'Low Risk'),
(7833, 75, 16, '21:45.8', 36.199318799223036, 99.05854681991617, 130, 76, 82, 'Male', 84.04537536549621, 1.901477306442847, 0.050544857, 54, 23.24510584072335, 94, 'Low Risk'),
(7834, 71, 17, '20:45.8', 36.26243178757841, 99.04735030220515, 139, 77, 58, 'Female', 56.578443652278665, 1.7095198692825595, 0.1313272107633886, 62, 19.35988133970967, 97.66666666666666, 'Low Risk'),
(7835, 64, 16, '19:45.8', 36.814093316027716, 98.74218620472257, 138, 78, 83, 'Male', 74.88616880331963, 1.8599586979798466, 0.073296632, 60, 21.64686514823756, 98, 'Low Risk'),
(7836, 93, 12, '18:45.8', 37.11481498749041, 99.45507197958413, 113, 78, 30, 'Female', 98.97727881366679, 1.8197312612603358, 0.14223173757333957, 35, 29.88966157207671, 89.66666666666667, 'High Risk'),
(7837, 87, 17, '17:45.8', 36.66305309352553, 96.18520360745764, 115, 80, 62, 'Male', 93.2397319, 1.6640046011087166, 0.136140872, 35, 33.67378777402784, 91.66666666666667, 'High Risk'),
(7838, 91, 14, '16:45.8', 36.66559120360368, 98.29376262248815, 126, 86, 43, 'Female', 62.54361178986296, 1.5352364094351882, 0.11742437336322503, 40, 26.535815222794145, 99.33333333333333, 'High Risk'),
(7839, 77, 14, '15:45.8', 37.22152967, 96.78627426653186, 121, 88, 54, 'Male', 75.80480092614201, 1.9991502985644232, 0.054168496, 33, 18.967313361363047, 99, 'Low Risk'),
(7840, 75, 12, '14:45.8', 37.20845987, 97.47494844171571, 119, 87, 71, 'Male', 96.74541531945512, 1.519294620010444, 0.11843132420121372, 32, 41.91277283, 97.66666666666667, 'High Risk'),
(7841, 98, 18, '13:45.8', 36.30629271631115, 98.96094047921343, 122, 79, 81, 'Male', 78.47626669825397, 1.7159824594979516, 0.054054394, 43, 26.650947020804722, 93.33333333333333, 'High Risk'),
(7842, 62, 17, '12:45.8', 36.362851329705656, 99.96984374, 112, 84, 23, 'Male', 53.92532605545548, 1.664287863390704, 0.099982862, 28, 19.468652232164434, 93.33333333333333, 'Low Risk'),
(7843, 81, 16, '11:45.8', 36.34692940157772, 95.23214245652798, 122, 84, 61, 'Female', 94.20056760485794, 1.6162602068273695, 0.090192359, 38, 36.06043477, 96.66666666666667, 'High Risk'),
(7844, 95, 15, '10:45.8', 36.15441920288843, 96.32452167499797, 130, 74, 89, 'Female', 88.08900081132873, 1.5533063904288706, 0.14946361117356596, 56, 36.509629511931045, 92.66666666666666, 'High Risk'),
(7845, 77, 17, '09:45.8', 36.928728756703286, 97.39928723045004, 138, 77, 51, 'Female', 98.47211592, 1.9493691816107328, 0.054097575, 61, 25.913440537399236, 97.33333333333333, 'Low Risk'),
(7846, 99, 16, '08:45.8', 36.46802477989357, 97.43087592506387, 126, 75, 47, 'Female', 62.687167321470014, 1.8248909376167777, 0.055958757, 51, 18.82369236696094, 92, 'High Risk'),
(7847, 90, 13, '07:45.8', 37.3132299, 99.30258638548321, 121, 85, 75, 'Male', 77.35088629216344, 1.7281461310934985, 0.1423785190037808, 36, 25.90027453188069, 97, 'Low Risk'),
(7848, 69, 14, '06:45.8', 37.429186807358725, 95.33223786, 121, 71, 28, 'Male', 74.47418641132023, 1.8655085748763873, 0.1479373714993807, 50, 21.39987655964112, 87.66666666666666, 'Low Risk'),
(7849, 85, 17, '05:45.8', 36.81737424, 96.73634888192058, 123, 80, 52, 'Female', 58.82779215950858, 1.9176133198183782, 0.095945301, 43, 15.997807772090423, 94.33333333333333, 'High Risk'),
(7850, 89, 15, '04:45.8', 36.92088397402047, 96.18968049252179, 123, 89, 84, 'Male', 93.24309163514259, 1.5945353610781177, 0.053100436314659244, 34, 36.67316186392191, 100.33333333333333, 'High Risk'),
(7851, 62, 13, '03:45.8', 36.43342733331616, 96.69725819764246, 117, 76, 76, 'Male', 87.01141899415792, 1.6211283922613906, 0.12427979884354404, 41, 33.108646519838004, 89.66666666666667, 'High Risk'),
(7852, 60, 19, '02:45.8', 36.37020287402621, 98.28120676000732, 115, 84, 78, 'Female', 90.82774542069903, 1.7253754148398748, 0.0999978, 31, 30.510640390802696, 94.33333333333333, 'High Risk'),
(7853, 85, 18, '01:45.8', 37.30948516102506, 96.97693142135647, 129, 83, 52, 'Female', 92.80679434594778, 1.5413807964434156, 0.076017659, 46, 39.062486445860436, 98.33333333333333, 'High Risk'),
(7854, 65, 14, '00:45.8', 36.82229897795643, 97.83543810028803, 119, 71, 27, 'Female', 85.78950579797598, 1.7631090466454975, 0.13950370167919285, 48, 27.597886126770444, 87, 'Low Risk'),
(7855, 80, 13, '59:45.8', 36.23095912991337, 95.41200354400276, 119, 85, 57, 'Female', 83.44393722761065, 1.699720043387337, 0.071008078, 34, 28.882846772773533, 96.33333333333333, 'Low Risk'),
(7856, 73, 19, '58:45.8', 37.291230022033695, 95.39558192, 123, 80, 37, 'Female', 70.37523926030224, 1.6826296792111588, 0.095009385, 43, 24.85666128773335, 94.33333333333333, 'Low Risk'),
(7857, 97, 18, '57:45.8', 37.011204265210864, 96.38358663931032, 113, 88, 60, 'Female', 51.50716111378444, 1.6505807454943953, 0.071793678, 25, 18.905756697359696, 96.33333333333333, 'High Risk'),
(7858, 80, 19, '56:45.8', 36.112287442110926, 97.40681475396515, 131, 72, 34, 'Male', 67.43051277335252, 1.5511559723681276, 0.082681341, 59, 28.024993697194205, 91.66666666666666, 'Low Risk'),
(7859, 90, 13, '55:45.8', 36.02728435541656, 97.31441091022225, 120, 89, 70, 'Male', 50.01615073461374, 1.6696041488848878, 0.085867247, 31, 17.942511558023384, 99.33333333333333, 'High Risk'),
(7860, 62, 14, '54:45.8', 36.368181750789155, 96.99551575931662, 133, 88, 23, 'Female', 97.45944878310961, 1.5040194675181517, 0.08604889, 45, 43.08410101223941, 103, 'High Risk'),
(7861, 97, 17, '53:45.8', 36.163580768970974, 98.31435452397113, 138, 80, 56, 'Female', 59.76201770813489, 1.7041924678827045, 0.14418753115603744, 58, 20.577280080888688, 99.33333333333333, 'High Risk'),
(7862, 82, 16, '52:45.8', 36.59701213868237, 95.86651425953335, 129, 86, 26, 'Female', 70.63571941, 1.906026820982814, 0.076774689, 43, 19.443137949426383, 100.33333333333333, 'Low Risk'),
(7863, 89, 14, '51:45.8', 36.45608555183823, 95.00477153852408, 127, 89, 30, 'Female', 84.66041615836522, 1.725346712, 0.12918750029762538, 38, 28.43987204002203, 101.66666666666667, 'Low Risk'),
(7864, 80, 13, '50:45.8', 36.16713801295641, 96.58187772071088, 118, 72, 27, 'Male', 94.44741487460193, 1.647025842891441, 0.098077817, 46, 34.8168317, 87.33333333333333, 'High Risk'),
(7865, 61, 18, '49:45.8', 37.45943681155501, 98.17334635, 126, 82, 69, 'Male', 78.72993054764734, 1.8133506985370995, 0.089812924, 44, 23.942872919734924, 96.66666666666667, 'Low Risk'),
(7866, 82, 12, '48:45.8', 36.40729329582827, 98.04193733, 114, 87, 84, 'Male', 69.49092981820607, 1.988251808409929, 0.085436022, 27, 17.578643171314212, 96, 'High Risk'),
(7867, 67, 17, '47:45.8', 37.122232378499525, 99.59346505862479, 137, 89, 67, 'Male', 81.80674127505762, 1.9568907257270702, 0.051207534, 48, 21.362690234521327, 105, 'Low Risk'),
(7868, 98, 15, '46:45.8', 36.664743498214385, 95.74973361561155, 139, 87, 38, 'Male', 72.69196525680891, 1.8187945340224672, 0.051828291, 52, 21.97450645364105, 104.33333333333333, 'High Risk'),
(7869, 76, 16, '45:45.8', 37.173100083349965, 97.94342036, 113, 82, 81, 'Female', 82.24684768395355, 1.530487594734689, 0.075982172, 31, 35.112328737239494, 92.33333333333333, 'High Risk'),
(7870, 88, 16, '44:45.8', 36.685359851114754, 95.22785724468842, 130, 71, 55, 'Female', 52.73014471924035, 1.633783078, 0.061105868297618465, 59, 19.75468805423023, 90.66666666666666, 'Low Risk'),
(7871, 83, 14, '43:45.8', 36.68359533997134, 96.61821904547845, 136, 84, 81, 'Female', 50.51151486882729, 1.893252079, 0.12270478693543066, 52, 14.092028360075114, 101.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(7872, 88, 14, '42:45.8', 36.440669515985356, 98.04557255191128, 133, 72, 74, 'Male', 56.30819442903494, 1.8004539937568587, 0.10808220638684572, 61, 17.370309014254616, 92.33333333333333, 'High Risk'),
(7873, 69, 14, '41:45.8', 36.79869265524165, 99.71447898744475, 125, 73, 56, 'Male', 52.72323774535166, 1.8695675998265744, 0.13578348029780418, 52, 15.084111240681814, 90.33333333333333, 'High Risk'),
(7874, 87, 14, '40:45.8', 37.18888655390222, 95.81636611123271, 115, 70, 64, 'Male', 91.60029140836134, 1.6940949970326273, 0.13952113452923853, 45, 31.916946488268156, 85, 'High Risk'),
(7875, 75, 18, '39:45.8', 37.03441821146148, 99.86944513574413, 126, 82, 42, 'Female', 75.32906001062169, 1.9210799751980008, 0.14950298212383367, 44, 20.411346628459462, 96.66666666666667, 'Low Risk'),
(7876, 86, 17, '38:45.8', 37.25977981898919, 97.35700621830121, 114, 85, 88, 'Male', 53.96899122421873, 1.8883879429827466, 0.10062632434400824, 29, 15.134283416857297, 94.66666666666667, 'High Risk'),
(7877, 75, 18, '37:45.8', 36.393465583815924, 96.74370741744852, 131, 71, 47, 'Male', 74.41982998644549, 1.6924674236653179, 0.070099938, 60, 25.98053183815758, 91, 'Low Risk'),
(7878, 74, 18, '36:45.8', 36.03534507707763, 99.72134556396044, 123, 80, 46, 'Female', 88.35667063141375, 1.6187193406741822, 0.052956889, 43, 33.72067281491369, 94.33333333333333, 'High Risk'),
(7879, 98, 13, '35:45.8', 36.13444877639889, 99.81390887007541, 131, 81, 85, 'Female', 69.56231866523572, 1.758786755, 0.1331469054032145, 50, 22.487836598864735, 97.66666666666666, 'High Risk'),
(7880, 76, 16, '34:45.8', 36.53182295377423, 97.95721632431083, 115, 85, 58, 'Female', 97.46902139896932, 1.5023559231564696, 0.1279541667553475, 30, 43.183808227255554, 95, 'High Risk'),
(7881, 89, 14, '33:45.8', 36.70686507, 96.80278865238309, 137, 87, 31, 'Male', 86.13077034978562, 1.8518866713421516, 0.078703772, 50, 25.114788182265162, 103.66666666666666, 'Low Risk'),
(7882, 78, 13, '32:45.8', 36.193014443283396, 99.98533434879961, 115, 85, 76, 'Female', 88.12880634588804, 1.976411447856524, 0.1457582028945848, 30, 22.56125043726325, 95, 'Low Risk'),
(7883, 66, 13, '31:45.8', 37.221983711339796, 95.17304528826526, 120, 87, 21, 'Male', 77.88089278451773, 1.5866004397515856, 0.1377941739407536, 33, 30.93825258, 98, 'High Risk'),
(7884, 61, 17, '30:45.8', 37.09108459167811, 95.40375570370905, 124, 84, 26, 'Male', 79.81078291937223, 1.7259937081165697, 0.061836786, 40, 26.790644078866023, 97.33333333333333, 'Low Risk'),
(7885, 77, 15, '29:45.8', 37.09457470870131, 97.51832652345237, 120, 88, 34, 'Male', 50.17551380890391, 1.6113755932771676, 0.11664007655392737, 32, 19.32405504161679, 98.66666666666667, 'Low Risk'),
(7886, 60, 17, '28:45.8', 37.36638797517658, 96.01642411116663, 134, 83, 34, 'Male', 86.4194171, 1.7116306157842105, 0.13532352646689189, 51, 29.497909611934755, 100, 'Low Risk'),
(7887, 90, 13, '27:45.8', 36.51631445832464, 96.46778111669086, 116, 76, 40, 'Male', 58.679307879342936, 1.9586908815344821, 0.1250192518090969, 40, 15.295130249233582, 89.33333333333333, 'High Risk'),
(7888, 61, 14, '26:45.8', 37.36870739229304, 98.80198955861043, 134, 79, 30, 'Female', 68.37327626613447, 1.6813575408112493, 0.08498049, 55, 24.18612196608024, 97.33333333333333, 'Low Risk'),
(7889, 71, 12, '25:45.8', 37.343228974507824, 98.64056585861604, 122, 82, 26, 'Female', 50.14629216308252, 1.907003957809896, 0.071380177, 40, 13.789091005301565, 95.33333333333333, 'High Risk'),
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(8069, 99, 17, '25:45.8', 37.23012385023079, 99.37461033, 118, 77, 83, 'Female', 68.82684935386192, 1.802222934028248, 0.065495918, 41, 21.19048347961844, 90.66666666666667, 'High Risk'),
(8070, 88, 16, '24:45.8', 36.752301533476256, 97.44886084701753, 111, 77, 71, 'Male', 58.0179515, 1.8917112888786964, 0.097536995, 34, 16.212600437910943, 88.33333333333333, 'High Risk'),
(8071, 74, 14, '23:45.8', 37.10053686263352, 96.06709987427949, 135, 76, 65, 'Female', 66.90474475655421, 1.9161496246166352, 0.093796849, 59, 18.222085554057603, 95.66666666666666, 'High Risk'),
(8072, 90, 17, '22:45.8', 36.229623184992896, 98.77551438364978, 116, 85, 37, 'Female', 74.59202452049281, 1.907279680572844, 0.092700655, 31, 20.505182106890487, 95.33333333333333, 'Low Risk'),
(8073, 91, 13, '21:45.8', 36.819143418972956, 95.67987697272716, 132, 78, 57, 'Male', 56.13603075332179, 1.590483042350171, 0.062592828, 54, 22.191344493164625, 96, 'High Risk'),
(8074, 60, 16, '20:45.8', 36.942155137367116, 95.06861956387186, 131, 89, 41, 'Female', 62.02483093626676, 1.5034035752156707, 0.10181145423404245, 42, 27.441916072873124, 103, 'Low Risk'),
(8075, 60, 14, '19:45.8', 36.89849026426958, 95.89500675, 122, 79, 79, 'Female', 99.99098286, 1.6783414814364035, 0.1325513814497276, 43, 35.49769716649977, 93.33333333333333, 'High Risk'),
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(8077, 97, 14, '17:45.8', 37.01571615220401, 98.40991857873134, 135, 87, 34, 'Female', 76.20428600959939, 1.5039010782288686, 0.13253425474048763, 48, 33.69309115607195, 103, 'High Risk'),
(8078, 60, 15, '16:45.8', 36.85434665224816, 95.49972732806575, 114, 79, 70, 'Male', 75.43961931378772, 1.6437122437590992, 0.12469434883136835, 35, 27.922089052515233, 90.66666666666667, 'Low Risk'),
(8079, 94, 17, '15:45.8', 36.239999728619566, 95.00293375, 138, 72, 54, 'Female', 91.87856895802415, 1.5456776147035443, 0.065410406, 66, 38.457087260817275, 94, 'High Risk'),
(8080, 78, 14, '14:45.8', 37.27546279653126, 99.52945205235811, 124, 77, 86, 'Female', 89.99398797226732, 1.9443471597509816, 0.14486320799742697, 47, 23.804873470032422, 92.66666666666667, 'Low Risk'),
(8081, 92, 19, '13:45.8', 36.375367227629766, 99.73227097548573, 133, 86, 64, 'Male', 65.48602909945795, 1.8962878433912715, 0.11180110618279146, 47, 18.21126587700556, 101.66666666666667, 'High Risk'),
(8082, 98, 15, '12:45.8', 36.73466093534635, 95.99405664, 132, 74, 56, 'Male', 92.17216197324338, 1.5091945275495122, 0.055679583117952125, 58, 40.467775389901334, 93.33333333333333, 'High Risk'),
(8083, 91, 15, '11:45.8', 36.572575891935244, 99.53880174948561, 129, 80, 20, 'Female', 86.82447399944343, 1.5569674539911689, 0.14774316629172068, 49, 35.816495707097815, 96.33333333333333, 'High Risk'),
(8084, 71, 14, '10:45.8', 36.11432789600936, 99.86851906290727, 136, 76, 71, 'Male', 84.65719834027442, 1.634679724409649, 0.079992366, 60, 31.680975081840586, 96, 'High Risk'),
(8085, 83, 18, '09:45.8', 37.49076438865678, 97.15612357, 114, 77, 21, 'Male', 97.09534106989764, 1.7520795209467044, 0.073227048, 37, 31.629386250517214, 89.33333333333333, 'High Risk'),
(8086, 78, 15, '08:45.8', 36.058252545473735, 99.55062307973489, 116, 75, 45, 'Male', 58.89072173685498, 1.7221348965322607, 0.13944754523483088, 41, 19.85695001256567, 88.66666666666667, 'Low Risk'),
(8087, 87, 14, '07:45.8', 37.42833879089442, 98.84889207157791, 126, 70, 32, 'Male', 91.11308411010111, 1.6610854960174506, 0.055704629, 56, 33.021498323588546, 88.66666666666666, 'High Risk'),
(8088, 93, 17, '06:45.8', 36.42540686726811, 96.71134634620941, 138, 82, 76, 'Male', 98.67550504428539, 1.5988759660548966, 0.1259438016390349, 56, 38.599333809586355, 100.66666666666666, 'High Risk'),
(8089, 69, 18, '05:45.8', 37.13990127650769, 95.12739750325184, 113, 83, 32, 'Male', 71.330255, 1.9528143415957722, 0.1223431679260428, 30, 18.704748140529105, 93, 'Low Risk'),
(8090, 65, 15, '04:45.8', 36.90290581, 99.94992573698131, 128, 82, 63, 'Male', 91.75041886, 1.561192243254311, 0.13077381597605114, 46, 37.643958493784886, 97.33333333333333, 'High Risk'),
(8091, 64, 18, '03:45.8', 36.195885557114515, 98.78596687, 126, 87, 63, 'Female', 80.81619511286215, 1.9307328706246776, 0.063064493, 39, 21.679737464017858, 100, 'Low Risk'),
(8092, 63, 19, '02:45.8', 36.07394805360287, 96.29238671264255, 135, 82, 42, 'Female', 94.73670108424156, 1.7048324091159208, 0.11253696669617676, 53, 32.595291711027826, 99.66666666666666, 'High Risk'),
(8093, 71, 16, '01:45.8', 36.178410936649016, 95.71687975395535, 113, 85, 61, 'Male', 92.82401694361576, 1.8312501122675753, 0.12770738797224368, 28, 27.67993270034397, 94.33333333333333, 'Low Risk'),
(8094, 72, 17, '00:45.8', 36.53001341129412, 95.40200986552728, 124, 73, 84, 'Male', 88.51902212554148, 1.8457238927752038, 0.06815818, 51, 25.98382838952488, 90, 'Low Risk'),
(8095, 69, 19, '59:45.8', 36.90762465109476, 98.08247899275743, 139, 84, 41, 'Male', 95.83372854, 1.9987379532179286, 0.08259497, 55, 23.98869744010376, 102.33333333333333, 'Low Risk'),
(8096, 71, 19, '58:45.8', 36.05758201801127, 95.03910431074576, 124, 84, 75, 'Female', 65.70198779122825, 1.9394651136961008, 0.089021774, 40, 17.466848967384852, 97.33333333333333, 'High Risk'),
(8097, 73, 15, '57:45.8', 36.871829574469515, 97.51645738444479, 117, 89, 62, 'Male', 67.91126222832007, 1.5993351925179198, 0.1077725955949668, 28, 26.54989543567137, 98.33333333333333, 'Low Risk'),
(8098, 97, 16, '56:45.8', 37.19956024981001, 97.35746768105437, 121, 87, 25, 'Male', 67.75235013235036, 1.6292922800736542, 0.1422020116949766, 34, 25.522685251611676, 98.33333333333333, 'High Risk'),
(8099, 97, 18, '55:45.8', 36.196271115558766, 96.19125865948986, 138, 86, 67, 'Male', 79.23876771038519, 1.530334450552763, 0.10168326588944829, 52, 33.83490822, 103.33333333333333, 'High Risk'),
(8100, 80, 14, '54:45.8', 36.52991581574091, 95.20422835319937, 123, 88, 84, 'Male', 60.56573571051156, 1.6064803558781486, 0.10375221517152589, 35, 23.46800426149132, 99.66666666666667, 'Low Risk'),
(8101, 69, 18, '53:45.8', 37.46289768369911, 95.03760974251006, 137, 83, 28, 'Female', 59.49354180385012, 1.5181648998728612, 0.14446350887527426, 54, 25.81261071768277, 101, 'Low Risk'),
(8102, 97, 14, '52:45.8', 36.077609189096165, 97.55204122, 125, 85, 28, 'Male', 72.57274488938526, 1.6927103265484456, 0.088018871, 40, 25.32842951071746, 98.33333333333333, 'High Risk'),
(8103, 97, 19, '51:45.8', 36.711780251793044, 95.80346589806611, 137, 82, 76, 'Male', 52.04990426, 1.7944782940447697, 0.11053807012190137, 55, 16.163801781952767, 100.33333333333333, 'High Risk'),
(8104, 85, 19, '50:45.8', 36.51545548185991, 96.85193925, 130, 80, 71, 'Female', 67.25653197, 1.6387795321344327, 0.072837519, 50, 25.043406749958866, 96.66666666666666, 'Low Risk'),
(8105, 63, 15, '49:45.8', 36.92690383501737, 96.12316127997356, 133, 88, 59, 'Female', 66.69365171382762, 1.6004995325513567, 0.13085101783879555, 45, 26.035947908535565, 103, 'Low Risk'),
(8106, 79, 14, '48:45.8', 36.61178808956789, 97.57242707947478, 119, 83, 73, 'Female', 95.41050110378687, 1.683964239776779, 0.1256683996863336, 36, 33.645768110792886, 95, 'High Risk'),
(8107, 74, 19, '47:45.8', 36.65848914140412, 95.46042791135095, 112, 79, 18, 'Male', 64.77887203862305, 1.7063238608845626, 0.092658553, 33, 22.248997835942387, 90, 'Low Risk'),
(8108, 85, 19, '46:45.8', 36.07593226658335, 98.92423839608747, 130, 74, 67, 'Female', 53.76454584558468, 1.7683700838337277, 0.094752686, 56, 17.192920827285416, 92.66666666666666, 'High Risk'),
(8109, 62, 19, '45:45.8', 36.56199896824615, 96.50633552200209, 120, 80, 25, 'Female', 56.03413169957409, 1.500600895, 0.089118627, 40, 24.88411755252334, 93.33333333333333, 'Low Risk'),
(8110, 70, 18, '44:45.8', 36.24654002640189, 98.12798040137699, 116, 88, 65, 'Male', 67.78336636354608, 1.7112675131886874, 0.14797297273170185, 28, 23.146606158034402, 97.33333333333333, 'Low Risk'),
(8111, 67, 18, '43:45.8', 37.25111834584907, 96.02975871847238, 113, 79, 23, 'Male', 92.70349026051517, 1.5601926835213018, 0.12848494522335258, 34, 38.08374175914157, 90.33333333333333, 'High Risk'),
(8112, 64, 14, '42:45.8', 37.46685697, 96.96076334962036, 121, 88, 47, 'Female', 78.93993792471852, 1.9612192082871103, 0.11357006429444114, 33, 20.52317291999533, 99, 'Low Risk'),
(8113, 66, 19, '41:45.8', 36.71548556317567, 96.02540089364558, 124, 82, 44, 'Female', 91.15908811986525, 1.769331541824325, 0.11372219391370388, 42, 29.119340363467785, 96, 'Low Risk'),
(8114, 64, 15, '40:45.8', 36.777479335892714, 96.91505942880853, 118, 84, 44, 'Male', 74.19066398, 1.549351545, 0.08113822, 34, 30.906463891756147, 95.33333333333333, 'High Risk'),
(8115, 92, 15, '39:45.8', 37.05715285480052, 99.37024436123875, 131, 80, 57, 'Female', 97.95341700589519, 1.8497670061676095, 0.11921668846445943, 51, 28.62763906, 97, 'High Risk'),
(8116, 84, 13, '38:45.8', 36.43782095, 97.30433282617192, 136, 88, 59, 'Male', 76.66419261389093, 1.527831941095255, 0.05045763, 48, 32.84289227700098, 104, 'High Risk'),
(8117, 75, 17, '37:45.8', 36.397548530263805, 95.01071266297708, 114, 88, 54, 'Male', 93.64223595, 1.754868521041931, 0.067149838, 26, 30.407632495562265, 96.66666666666667, 'High Risk'),
(8118, 82, 19, '36:45.8', 37.44077215136313, 97.24117707991783, 121, 77, 51, 'Female', 93.31672872182887, 1.791299090039225, 0.087842552, 44, 29.08193472643372, 91.66666666666667, 'Low Risk'),
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(8120, 75, 19, '34:45.8', 37.13764624330212, 98.57693329393273, 112, 82, 40, 'Male', 55.83101232855387, 1.578528129297621, 0.052033687, 30, 22.406336386166718, 92, 'Low Risk'),
(8121, 82, 12, '33:45.8', 36.331625409916384, 96.93659834480009, 113, 87, 60, 'Male', 94.47098512936907, 1.6471174990315904, 0.10563790151633487, 26, 34.82164485, 95.66666666666667, 'High Risk'),
(8122, 70, 12, '32:45.8', 37.10687703522133, 99.54786288353773, 126, 84, 79, 'Female', 75.80074796881529, 1.8037836998534191, 0.065289825, 42, 23.29724543628934, 98, 'Low Risk'),
(8123, 96, 18, '31:45.8', 37.38574860410017, 99.76986054253281, 117, 80, 79, 'Female', 72.74331953, 1.8158767674849705, 0.068794356, 37, 22.060754973920204, 92.33333333333333, 'High Risk'),
(8124, 78, 12, '30:45.8', 36.43259663282333, 98.81416367278133, 138, 81, 82, 'Female', 75.63563501698353, 1.8616837927481313, 0.050094319, 57, 21.823008489455585, 100, 'Low Risk'),
(8125, 60, 13, '29:45.8', 37.16611657870566, 98.74276388030471, 131, 89, 43, 'Female', 74.04776745723728, 1.7848281368062553, 0.11837098692410658, 42, 23.24444395, 103, 'Low Risk'),
(8126, 65, 16, '28:45.8', 36.66042830305202, 98.02564541383225, 127, 89, 41, 'Male', 94.28657269166166, 1.7507334666334708, 0.084357124, 38, 30.761661015804403, 101.66666666666667, 'High Risk'),
(8127, 64, 12, '27:45.8', 37.28451172275229, 96.61874841276428, 133, 85, 70, 'Male', 77.33496242280839, 1.5150874820767886, 0.13604044842606622, 48, 33.68995716964235, 101, 'High Risk'),
(8128, 72, 17, '26:45.8', 36.60447298732648, 96.82660201130771, 129, 83, 47, 'Male', 77.55145481867221, 1.6650810558285591, 0.071879847, 46, 27.971721134596756, 98.33333333333333, 'Low Risk'),
(8129, 65, 14, '25:45.8', 36.90435649393878, 96.09412523593205, 114, 83, 41, 'Female', 83.34586311301976, 1.6883593386595388, 0.13763642150348984, 31, 29.238445544202648, 93.33333333333333, 'Low Risk'),
(8130, 69, 12, '24:45.8', 36.93376515954073, 97.13939994031368, 123, 78, 20, 'Male', 68.43981637807948, 1.5978946387462298, 0.10721117193330332, 45, 26.80479909294354, 93, 'Low Risk'),
(8131, 88, 17, '23:45.8', 36.32344645284694, 95.74083163392555, 124, 83, 28, 'Female', 64.49090994555893, 1.8653132894096416, 0.14249271794588214, 41, 18.535100108160357, 96.66666666666667, 'Low Risk'),
(8132, 61, 19, '22:45.8', 37.08549390655914, 96.28325336, 123, 85, 76, 'Male', 79.77188485804756, 1.8379024891125741, 0.071135914, 38, 23.61592287637522, 97.66666666666667, 'Low Risk'),
(8133, 90, 19, '21:45.8', 36.01132073594409, 97.08243298194803, 134, 70, 24, 'Female', 80.21768353914423, 1.882852984048494, 0.11444050665155793, 64, 22.627537570115713, 91.33333333333333, 'Low Risk'),
(8134, 83, 16, '20:45.8', 37.17941794868188, 96.60705356176985, 136, 81, 86, 'Female', 64.26712673942922, 1.9195343491351644, 0.14749389641058777, 55, 17.442033161108984, 99.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(8135, 76, 12, '19:45.8', 36.43813195528025, 96.50203055510208, 115, 74, 58, 'Female', 90.60899369070648, 1.805329664455154, 0.106841704, 41, 27.80086254017589, 87.66666666666667, 'Low Risk'),
(8136, 75, 13, '18:45.8', 36.51663734, 99.02945527835544, 136, 86, 70, 'Female', 98.64131106225909, 1.843012216898078, 0.076902125, 50, 29.040387548466224, 102.66666666666666, 'Low Risk'),
(8137, 98, 19, '17:45.8', 37.44501256349608, 96.22656227874039, 127, 89, 81, 'Male', 80.97033266354327, 1.9492575763574091, 0.13018283654798415, 38, 21.310196863651857, 101.66666666666667, 'High Risk'),
(8138, 62, 16, '16:45.8', 36.823008033206285, 97.20062686285313, 125, 84, 77, 'Male', 69.64627795976193, 1.619773722005866, 0.1316903547974556, 41, 26.54539632337311, 97.66666666666667, 'Low Risk'),
(8139, 91, 17, '15:45.8', 37.49925189476785, 95.88508381449923, 113, 83, 71, 'Male', 51.41008963, 1.7403177726370784, 0.12653417434447867, 30, 16.974275640880634, 93, 'High Risk'),
(8140, 87, 14, '14:45.8', 37.273551092339254, 98.74010885, 121, 73, 19, 'Female', 68.37252822895047, 1.5804691854256376, 0.14190839260354882, 48, 27.37219174880441, 89, 'Low Risk'),
(8141, 94, 15, '13:45.8', 36.841573764823075, 95.42928065029461, 112, 75, 43, 'Male', 72.91051186980701, 1.6619276374153702, 0.07651876, 37, 26.397690158180264, 87.33333333333333, 'High Risk'),
(8142, 92, 14, '12:45.8', 36.20743629249369, 95.83752746000913, 114, 89, 42, 'Female', 65.17299247474283, 1.5990687200669982, 0.077985879, 25, 25.487861968596736, 97.33333333333333, 'High Risk'),
(8143, 78, 19, '11:45.8', 36.96196061738119, 95.95132891655533, 126, 78, 81, 'Female', 93.81503109693465, 1.9863910977730608, 0.077663388, 48, 23.776225246515512, 94, 'Low Risk'),
(8144, 72, 15, '10:45.8', 36.918262162846986, 99.06740747, 112, 84, 22, 'Female', 98.63969788303137, 1.5946997492112982, 0.066304705, 28, 38.78768692660564, 93.33333333333333, 'High Risk'),
(8145, 87, 13, '09:45.8', 37.08446345243716, 95.95408782245738, 118, 78, 56, 'Female', 88.7185721, 1.7056545415397533, 0.10199800217600019, 40, 30.49526371923754, 91.33333333333333, 'High Risk'),
(8146, 81, 15, '08:45.8', 36.54869586158973, 97.88686634622847, 129, 82, 52, 'Female', 58.40277325925439, 1.6803831974644916, 0.11018760482227583, 47, 20.68315609387217, 97.66666666666667, 'Low Risk'),
(8147, 85, 18, '07:45.8', 37.03006701125571, 96.69330001258786, 123, 86, 58, 'Female', 83.03121084586206, 1.7572300458831163, 0.052361153, 37, 26.88958691145029, 98.33333333333333, 'Low Risk'),
(8148, 87, 13, '06:45.8', 36.04264944337966, 97.02557298709854, 115, 80, 72, 'Male', 83.51042767145636, 1.9807757399349826, 0.069752113, 35, 21.28482536634362, 91.66666666666667, 'Low Risk'),
(8149, 66, 14, '05:45.8', 37.40107268, 95.23747706183492, 126, 88, 71, 'Female', 96.89905515535904, 1.5845968859787012, 0.13076818452998556, 38, 38.590636888561605, 100.66666666666667, 'High Risk'),
(8150, 66, 14, '04:45.8', 36.824559601796174, 97.86692592156268, 133, 88, 68, 'Male', 71.79759762223216, 1.6454732486081072, 0.1335453763378992, 45, 26.517236413755782, 103, 'Low Risk'),
(8151, 97, 18, '03:45.8', 36.73690066282282, 97.89122086108593, 137, 81, 73, 'Female', 79.35672886, 1.5826427867979076, 0.12582873355570612, 56, 31.68239120102358, 99.66666666666666, 'High Risk'),
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(8329, 61, 13, '05:45.8', 36.88199322348453, 99.67158214589368, 134, 70, 89, 'Male', 69.02518722743129, 1.943604241093193, 0.066286957, 64, 18.27224531311653, 91.33333333333333, 'High Risk'),
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(8332, 98, 15, '02:45.8', 36.87990869777806, 97.13085913570511, 130, 85, 28, 'Male', 75.09504814752304, 1.5598409148304688, 0.071353724, 45, 30.863891570996266, 100, 'High Risk'),
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(8342, 77, 12, '52:45.8', 36.57575497, 99.78820688, 134, 88, 41, 'Female', 53.22742771263131, 1.686845185177738, 0.1331472475943915, 46, 18.70617647134304, 103.33333333333333, 'Low Risk'),
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(8346, 65, 14, '48:45.8', 36.33379717843866, 96.67934595991359, 123, 89, 43, 'Male', 54.464213765981555, 1.978176565525287, 0.10920444033478366, 34, 13.91813783958979, 100.33333333333333, 'High Risk'),
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(8349, 91, 18, '45:45.8', 36.061040568892174, 98.31530373417839, 111, 78, 50, 'Male', 93.09691019056764, 1.5139996206272839, 0.10087427692914894, 33, 40.614745356142365, 89, 'High Risk'),
(8350, 61, 12, '44:45.8', 36.08198225388439, 96.19978874143821, 134, 88, 55, 'Male', 66.05777397361413, 1.5909127332491027, 0.057830336, 46, 26.099441800798594, 103.33333333333333, 'Low Risk'),
(8351, 91, 17, '43:45.8', 36.06588476124022, 96.04326316, 127, 85, 30, 'Female', 64.67828789308493, 1.5695912632302944, 0.1490399546172223, 42, 26.253388772181225, 99, 'High Risk'),
(8352, 92, 12, '42:45.8', 36.17057689199114, 99.28595745455965, 125, 76, 57, 'Female', 92.93178447802299, 1.524034136526016, 0.12260140171210578, 49, 40.010583681625235, 92.33333333333333, 'High Risk'),
(8353, 78, 18, '41:45.8', 36.847514889199395, 97.25781000944434, 139, 88, 27, 'Female', 99.27791665008101, 1.747926713460991, 0.050456494, 51, 32.494227405077645, 105, 'High Risk'),
(8354, 90, 14, '40:45.8', 36.72332055, 95.75083468733428, 126, 86, 19, 'Female', 80.04213702826274, 1.651040889409185, 0.059003426, 40, 29.363175248799863, 99.33333333333333, 'Low Risk'),
(8355, 74, 13, '39:45.8', 37.41753984538485, 96.69222607705538, 120, 81, 18, 'Male', 83.94032071, 1.5989039847157225, 0.099169875, 39, 32.83415579263712, 94, 'High Risk'),
(8356, 81, 18, '38:45.8', 36.82797117621008, 95.93837087350668, 125, 74, 63, 'Male', 63.65779534573262, 1.5761140674589889, 0.13788395, 51, 25.62573336724748, 91, 'Low Risk'),
(8357, 91, 12, '37:45.8', 36.52620963895999, 95.34780411122823, 115, 83, 81, 'Male', 63.034454260299704, 1.5996938772036522, 0.081762363, 32, 24.632258413525374, 93.66666666666667, 'High Risk'),
(8358, 92, 17, '36:45.8', 37.19951697977275, 96.93856185298468, 119, 76, 29, 'Female', 76.08793133719821, 1.7430566765504145, 0.074068061, 43, 25.043369388282166, 90.33333333333333, 'High Risk'),
(8359, 71, 14, '35:45.8', 37.21039024917193, 96.63152247717403, 110, 80, 89, 'Male', 78.51649389682933, 1.7150694425160267, 0.11112814657625572, 30, 26.69300574386356, 90, 'Low Risk'),
(8360, 98, 17, '34:45.8', 37.02032641854148, 96.10736415328026, 110, 84, 31, 'Male', 98.73634319058934, 1.502263237077488, 0.14514298514852542, 26, 43.75069533, 92.66666666666667, 'High Risk'),
(8361, 74, 14, '33:45.8', 36.97951125818926, 95.56678463624912, 129, 74, 47, 'Male', 92.94452162328884, 1.5298778393531278, 0.094191545, 55, 39.71095110599641, 92.33333333333333, 'High Risk'),
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(8363, 67, 16, '31:45.8', 37.16222595307669, 96.10352881430914, 139, 79, 53, 'Female', 53.220822859185915, 1.5377921735300313, 0.097221821, 60, 22.50537700089363, 99, 'Low Risk'),
(8364, 67, 13, '30:45.8', 36.32925307892167, 98.62144670758093, 114, 82, 19, 'Male', 87.19454537706207, 1.9816479000302023, 0.1340308567935884, 32, 22.204261576007884, 92.66666666666667, 'Low Risk'),
(8365, 70, 19, '29:45.8', 36.06630889553833, 95.11410191299511, 110, 80, 46, 'Female', 66.69643490672155, 1.9603855034644282, 0.10732455654746964, 30, 17.354801699747316, 90, 'High Risk'),
(8366, 80, 13, '28:45.8', 37.249770987326144, 99.39638741714329, 129, 73, 57, 'Male', 74.82727412722635, 1.9713785297130089, 0.06148363, 56, 19.25395178650494, 91.66666666666666, 'Low Risk'),
(8367, 93, 18, '27:45.8', 36.99080404099823, 99.92479633148304, 119, 80, 82, 'Male', 71.60197394, 1.917915087179674, 0.12600118754049638, 39, 19.465530500442224, 93, 'High Risk'),
(8368, 78, 17, '26:45.8', 36.65517686205071, 97.58822352836593, 131, 73, 49, 'Female', 89.21955233, 1.6432557477630274, 0.12421659634936175, 58, 33.04073652, 92.33333333333333, 'High Risk'),
(8369, 87, 18, '25:45.8', 37.31643609532772, 95.33791185909095, 137, 78, 19, 'Female', 96.05800931845258, 1.5892686238383322, 0.14258319265303815, 59, 38.031106687932464, 97.66666666666666, 'High Risk'),
(8370, 84, 15, '24:45.8', 36.18100164, 97.98254264850091, 121, 87, 24, 'Male', 54.80990108285979, 1.5051643288059897, 0.14766738014861658, 34, 24.193081229961773, 98.33333333333333, 'Low Risk'),
(8371, 65, 19, '23:45.8', 37.295497386266824, 96.22201562791572, 112, 89, 41, 'Male', 64.47313120945886, 1.6843908740411195, 0.1128761503485274, 23, 22.72443024203082, 96.66666666666667, 'Low Risk'),
(8372, 63, 18, '22:45.8', 37.37667874367623, 95.87743100107095, 119, 72, 27, 'Male', 99.42814065870158, 1.5961754153808068, 0.094470878, 47, 39.02546469934072, 87.66666666666667, 'High Risk'),
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(8375, 91, 17, '19:45.8', 36.75580504841146, 97.56469457559214, 133, 81, 69, 'Male', 63.087545966523315, 1.9527777006433276, 0.12640397317312385, 52, 16.543904710708855, 98.33333333333333, 'High Risk'),
(8376, 94, 14, '18:45.8', 37.38676497289506, 96.84579566969109, 127, 76, 33, 'Female', 57.11475979619344, 1.6156923317505887, 0.10825116328426926, 51, 21.87917928778625, 93, 'High Risk'),
(8377, 86, 19, '17:45.8', 37.38968544527593, 99.17229144559096, 119, 87, 64, 'Female', 87.32857758358571, 1.9445939338367046, 0.11369515545887544, 32, 23.093966586166022, 97.66666666666667, 'Low Risk'),
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(8383, 70, 15, '11:45.8', 37.08085240564545, 96.64019495501768, 132, 78, 78, 'Female', 68.10250247, 1.7355095900528241, 0.13400495787794225, 54, 22.610441099949913, 96, 'Low Risk'),
(8384, 95, 18, '10:45.8', 36.51225655055666, 97.08557388898826, 112, 79, 71, 'Female', 86.47379676968661, 1.8599475051668717, 0.063446766, 33, 24.996727390798416, 90, 'High Risk'),
(8385, 99, 17, '09:45.8', 37.23030230917899, 98.31271237575682, 116, 89, 35, 'Female', 92.54716545694856, 1.8688437794853159, 0.14206391223366518, 27, 26.49824572110211, 98, 'High Risk'),
(8386, 86, 16, '08:45.8', 36.404920553591836, 95.25337289095634, 118, 81, 36, 'Male', 61.33746876926718, 1.8696185749936072, 0.067733406, 37, 17.547684665444585, 93.33333333333333, 'High Risk'),
(8387, 96, 17, '07:45.8', 36.410447203265626, 98.10785209928481, 134, 81, 40, 'Female', 57.19886097074416, 1.626972699229149, 0.094353917, 53, 21.60861091110554, 98.66666666666666, 'High Risk'),
(8388, 75, 14, '06:45.8', 36.86163722616432, 98.65598084643487, 131, 87, 22, 'Female', 68.29324099688014, 1.5753896788728974, 0.075036469, 44, 27.517041055526022, 101.66666666666667, 'Low Risk'),
(8389, 78, 13, '05:45.8', 37.182725158020524, 96.76771200381195, 115, 77, 25, 'Female', 72.43590434, 1.7644685477443156, 0.13752601820764515, 38, 23.26623143809566, 89.66666666666667, 'Low Risk'),
(8390, 63, 17, '04:45.8', 36.32890797788578, 97.81321476205912, 116, 80, 51, 'Male', 75.82802526829012, 1.5305824288552246, 0.051156130910766234, 36, 32.368032353217664, 92, 'High Risk'),
(8391, 88, 12, '03:45.8', 37.10647141510604, 95.06012804167686, 135, 84, 56, 'Male', 69.6431213, 1.7694992060035677, 0.088272859, 51, 22.242186764411517, 101, 'Low Risk'),
(8392, 99, 13, '02:45.8', 37.439645495423775, 99.85937660770347, 121, 72, 48, 'Female', 52.55867612353568, 1.9715427565929509, 0.1123017918670342, 49, 13.521722455676311, 88.33333333333333, 'High Risk'),
(8393, 90, 13, '01:45.8', 36.15676400496868, 97.45891918396069, 134, 75, 19, 'Female', 77.90199986, 1.541653112925093, 0.11503448693851497, 59, 32.77745866663623, 94.66666666666666, 'High Risk'),
(8394, 65, 14, '00:45.8', 36.459614714824944, 97.06858137466216, 127, 76, 88, 'Male', 56.44396659534983, 1.8893729656284413, 0.093367711, 51, 15.811829853135443, 93, 'High Risk'),
(8395, 82, 17, '59:45.8', 36.939201026252924, 98.16027983110996, 122, 80, 86, 'Female', 57.191952274604894, 1.6109881242756714, 0.13826479847654194, 42, 22.036886952237225, 94, 'Low Risk'),
(8396, 69, 13, '58:45.8', 37.16475322198294, 99.70389900145982, 126, 74, 25, 'Male', 67.03853253503411, 1.8453662949922336, 0.088936185, 52, 19.686083862865246, 91.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(8398, 92, 19, '56:45.8', 36.858299401624194, 99.12945398, 124, 88, 84, 'Male', 61.34056313106257, 1.6803932872882155, 0.14962527886342997, 36, 21.72330414296506, 100, 'High Risk'),
(8399, 75, 15, '55:45.8', 36.884619461475715, 96.86708876432218, 136, 73, 25, 'Female', 70.79612983844822, 1.655306191397734, 0.053970427, 63, 25.83763972051762, 94, 'Low Risk'),
(8400, 92, 13, '54:45.8', 36.39281722, 99.86616441065117, 131, 87, 41, 'Female', 59.08216475244485, 1.517765133430816, 0.059133837, 44, 25.647630935006394, 101.66666666666667, 'High Risk'),
(8401, 95, 18, '53:45.8', 36.34921389439134, 98.54586438, 113, 81, 24, 'Female', 85.00872052640335, 1.8806696850694935, 0.10885430110707212, 32, 24.034684820556347, 91.66666666666667, 'High Risk'),
(8402, 88, 19, '52:45.8', 36.94589630385994, 97.51553417782526, 133, 89, 82, 'Female', 52.13623508, 1.8715442511469265, 0.13963760408854453, 44, 14.884678753042762, 103.66666666666667, 'High Risk'),
(8403, 86, 12, '51:45.8', 36.124420044641106, 96.63049268521623, 130, 81, 45, 'Male', 58.072836971989574, 1.8379707966921712, 0.089037509, 49, 17.190789774801125, 97.33333333333333, 'High Risk'),
(8404, 95, 18, '50:45.8', 37.00346829250316, 98.94131283185324, 121, 73, 84, 'Male', 84.82912748421093, 1.501945915520346, 0.1084390473530498, 48, 37.60420501072319, 89, 'High Risk'),
(8405, 78, 16, '49:45.8', 36.95530522817607, 99.79672062387984, 129, 81, 72, 'Female', 65.60595659, 1.5833660873365305, 0.069200524, 48, 26.16860635922683, 97, 'Low Risk'),
(8406, 88, 16, '48:45.8', 36.18347265605411, 99.85078746325287, 120, 88, 35, 'Male', 79.87002532046941, 1.6657225347621256, 0.079685158, 32, 28.785813003386924, 98.66666666666667, 'Low Risk'),
(8407, 68, 12, '47:45.8', 36.249070817802654, 98.55409312, 126, 75, 55, 'Female', 53.78434858292137, 1.7010907676092364, 0.14685381041695772, 51, 18.58664216761216, 92, 'Low Risk'),
(8408, 82, 13, '46:45.8', 36.609319062779015, 97.54287695839261, 138, 84, 74, 'Male', 63.17058046311735, 1.742708508809811, 0.055455888, 54, 20.800097190981376, 102, 'Low Risk'),
(8409, 91, 15, '45:45.8', 37.299165341756556, 99.92387908902502, 113, 83, 49, 'Male', 92.40925572951357, 1.9800394356718434, 0.074166545, 30, 23.570445568841222, 93, 'High Risk'),
(8410, 81, 14, '44:45.8', 36.82567915, 95.43276614772145, 127, 75, 51, 'Male', 80.24121309287318, 1.9227465519883964, 0.11884282779904898, 52, 21.70468080273034, 92.33333333333333, 'Low Risk'),
(8411, 94, 12, '43:45.8', 36.94049289265562, 95.16320539923406, 121, 75, 89, 'Male', 65.40146813181087, 1.987322291425713, 0.059772041877582865, 46, 16.559639938070337, 90.33333333333333, 'High Risk'),
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(8590, 62, 12, '44:45.8', 36.633566448465814, 95.07824966720943, 118, 81, 84, 'Female', 97.14302640688896, 1.9026222612226302, 0.12179796358077517, 37, 26.83530167059855, 93.33333333333333, 'Low Risk'),
(8591, 65, 18, '43:45.8', 37.438447077097834, 96.04247840008459, 120, 71, 34, 'Female', 72.87056409349108, 1.6585826278773759, 0.093862115, 49, 26.489752887513006, 87.33333333333333, 'Low Risk'),
(8592, 72, 14, '42:45.8', 37.309304788705454, 97.08842373764192, 115, 71, 57, 'Male', 71.21845426237923, 1.8815165969255365, 0.070576996, 44, 20.11761238918278, 85.66666666666667, 'Low Risk'),
(8593, 61, 12, '41:45.8', 37.450952770008215, 95.98082554650226, 122, 80, 52, 'Male', 71.52601927, 1.509888836092995, 0.13825334646566073, 42, 31.37430450911609, 94, 'High Risk'),
(8594, 67, 17, '40:45.8', 36.94983536638322, 97.25350547, 128, 72, 56, 'Male', 90.06895059203046, 1.7030351166546898, 0.14672172227748242, 56, 31.054739909895485, 90.66666666666666, 'High Risk'),
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(8596, 94, 13, '38:45.8', 36.36566455758862, 97.61223644850159, 110, 81, 44, 'Male', 72.27389385981385, 1.6206735768058556, 0.14002386220118113, 29, 27.516319945752514, 90.66666666666667, 'High Risk'),
(8597, 91, 17, '37:45.8', 36.69400659037811, 97.61372040617273, 119, 89, 46, 'Female', 87.09525345037048, 1.9743603520559976, 0.10185583424400213, 30, 22.34300820068853, 99, 'High Risk'),
(8598, 84, 15, '36:45.8', 36.76092635528639, 96.57187351563392, 110, 85, 30, 'Male', 83.12514054752171, 1.853702807521589, 0.12104547316258388, 25, 24.190908413146992, 93.33333333333333, 'Low Risk'),
(8599, 74, 13, '35:45.8', 36.70764329723472, 99.59773331525321, 134, 76, 58, 'Male', 86.73007154608074, 1.8823773725384454, 0.056537991232012454, 58, 24.47689457459275, 95.33333333333333, 'Low Risk'),
(8600, 91, 15, '34:45.8', 36.28670847753468, 98.63218767103862, 131, 86, 27, 'Male', 94.45978160981798, 1.8039746351103199, 0.10517757126998958, 45, 29.02592598577945, 101, 'High Risk'),
(8601, 81, 15, '33:45.8', 37.44351855581343, 97.93136893848055, 113, 79, 48, 'Male', 85.01863427419173, 1.932306975985472, 0.085019036, 34, 22.76993971155728, 90.33333333333333, 'Low Risk'),
(8602, 79, 13, '32:45.8', 36.06781604, 98.18832461352633, 127, 82, 58, 'Female', 90.80414959, 1.8318538611853383, 0.09203052, 45, 27.059766642095855, 97, 'Low Risk'),
(8603, 91, 15, '31:45.8', 36.85884837690915, 95.04041634708456, 139, 73, 27, 'Female', 88.94277946650993, 1.8211945291494118, 0.1288740002773394, 66, 26.81624859453456, 95, 'High Risk'),
(8604, 83, 16, '30:45.8', 37.07937519625126, 97.38249815, 135, 76, 22, 'Male', 82.64598941, 1.5175912081524636, 0.066825613, 59, 35.88493628653245, 95.66666666666666, 'High Risk'),
(8605, 95, 19, '29:45.8', 36.06427484, 96.41319982117001, 132, 71, 53, 'Male', 70.47980035235832, 1.9182627963504066, 0.088369072, 61, 19.153513725198412, 91.33333333333333, 'High Risk'),
(8606, 92, 19, '28:45.8', 36.18039974220242, 97.69605721875575, 118, 71, 88, 'Male', 96.41592600188335, 1.7021090215503958, 0.066622684, 47, 33.27928826080387, 86.66666666666667, 'High Risk'),
(8607, 60, 19, '27:45.8', 36.51056816749609, 96.9044438, 139, 87, 31, 'Female', 56.27625023900635, 1.6289123225181712, 0.11812326352378792, 52, 21.20946602368639, 104.33333333333333, 'Low Risk'),
(8608, 97, 12, '26:45.8', 37.41963378742047, 95.14428460451882, 134, 77, 35, 'Male', 81.18575830696601, 1.9548409475671549, 0.05463088, 57, 21.24501277123982, 96, 'High Risk'),
(8609, 80, 12, '25:45.8', 36.920935755212774, 95.95404703, 124, 85, 44, 'Female', 70.69968066959113, 1.8628049740635708, 0.125282031, 39, 20.374298957378148, 98, 'Low Risk'),
(8610, 68, 14, '24:45.8', 36.42309946746822, 96.86387882281518, 131, 86, 74, 'Male', 94.24405982140851, 1.6985076387224187, 0.063379608, 45, 32.66773150911064, 101, 'High Risk'),
(8611, 65, 14, '23:45.8', 36.54650919952381, 97.07186633706993, 126, 71, 49, 'Male', 96.26057704, 1.6498401320742104, 0.079596061, 55, 35.364272931643576, 89.33333333333333, 'High Risk'),
(8612, 85, 16, '22:45.8', 36.10444147084597, 97.66226214258981, 133, 83, 85, 'Female', 90.24086147, 1.8775890366758399, 0.085126892, 50, 25.597771093667504, 99.66666666666666, 'Low Risk'),
(8613, 66, 14, '21:45.8', 37.13005787401527, 97.94213718915783, 122, 88, 88, 'Female', 57.83548700557286, 1.5815735463494358, 0.11751482816469991, 34, 23.121479075333184, 99.33333333333333, 'Low Risk'),
(8614, 78, 12, '20:45.8', 37.39064782433486, 98.38410174107001, 131, 80, 57, 'Female', 86.63159454785375, 1.5864471478911957, 0.14645993780876704, 51, 34.42112746956136, 97, 'High Risk'),
(8615, 83, 16, '19:45.8', 36.850060808615055, 99.13792720874001, 136, 85, 73, 'Male', 72.05377339983386, 1.7316413248963394, 0.1036555565252264, 51, 24.029284887033604, 102, 'Low Risk'),
(8616, 65, 15, '18:45.8', 36.33474828266481, 99.79845445, 125, 72, 55, 'Male', 75.80300034646604, 1.932364324558337, 0.096831439, 53, 20.300576622045526, 89.66666666666666, 'Low Risk'),
(8617, 70, 18, '17:45.8', 36.58676701901369, 97.79683977636935, 134, 85, 39, 'Male', 67.44584381991969, 1.9294013650622948, 0.11924587997488824, 49, 18.117990584188494, 101.33333333333333, 'High Risk'),
(8618, 95, 12, '16:45.8', 37.476007115556925, 99.54037446767282, 139, 71, 88, 'Male', 53.00135910588771, 1.8837517346396746, 0.062857935, 68, 14.936184712968805, 93.66666666666666, 'High Risk'),
(8619, 80, 15, '15:45.8', 37.162918574346506, 97.05160444735537, 138, 75, 48, 'Female', 68.12171453390653, 1.6695258880227706, 0.076703208, 63, 24.43989043630593, 96, 'Low Risk'),
(8620, 60, 17, '14:45.8', 36.330998019115505, 96.44979189965984, 139, 70, 18, 'Female', 83.59569609712638, 1.8061297759214345, 0.12480142852972732, 69, 25.62630634391324, 93, 'Low Risk'),
(8621, 91, 14, '13:45.8', 37.27786828634869, 96.99676637174831, 123, 78, 57, 'Male', 85.87457547077409, 1.8774915255770992, 0.11020486778328945, 45, 24.361758421193368, 93, 'High Risk'),
(8622, 67, 16, '12:45.8', 37.346896682105815, 95.77725073018401, 137, 71, 37, 'Female', 82.13800561, 1.6806681052648689, 0.14822225728660318, 66, 29.07905151551637, 93, 'Low Risk'),
(8623, 76, 13, '11:45.8', 37.14546998643728, 95.61252898, 130, 87, 65, 'Female', 56.90354406247276, 1.7621427509172676, 0.13631601040237218, 43, 18.325555181509294, 101.33333333333333, 'High Risk'),
(8624, 95, 16, '10:45.8', 36.23400264808438, 95.70320058934497, 131, 83, 27, 'Male', 83.88188122299775, 1.848407915113688, 0.13959397162637832, 48, 24.551188612032142, 99, 'High Risk'),
(8625, 97, 14, '09:45.8', 36.86751995679915, 95.57254597, 120, 78, 21, 'Male', 57.514363394590745, 1.901823072405648, 0.13163646887820618, 42, 15.901426766149163, 92, 'High Risk'),
(8626, 77, 15, '08:45.8', 36.89109998546647, 96.36377556173342, 130, 87, 31, 'Male', 51.19374124401622, 1.507152978778624, 0.13342311494770304, 43, 22.537316127951026, 101.33333333333333, 'Low Risk'),
(8627, 76, 15, '07:45.8', 36.70168677, 97.54245439924132, 125, 82, 40, 'Female', 77.28122767, 1.5967375286932897, 0.07187761, 43, 30.31146639574322, 96.33333333333333, 'High Risk'),
(8628, 80, 16, '06:45.8', 36.92268262240558, 96.73017995, 119, 88, 46, 'Male', 86.84275341723693, 1.5899272056204832, 0.05806001, 31, 34.35414174376313, 98.33333333333333, 'High Risk'),
(8629, 95, 15, '05:45.8', 37.39554574678115, 97.01456855293209, 110, 78, 82, 'Male', 50.10665694189694, 1.6940700379050797, 0.12499941307216973, 32, 17.459536300223387, 88.66666666666667, 'High Risk'),
(8630, 95, 12, '04:45.8', 37.15288204344003, 97.74403379398838, 122, 86, 52, 'Male', 78.96132577, 1.601088775099794, 0.098579263, 36, 30.80233259882106, 98, 'High Risk'),
(8631, 83, 12, '03:45.8', 37.211253455992704, 95.22643435857131, 128, 81, 61, 'Male', 55.16721026306682, 1.9677723040733766, 0.060009571014018985, 47, 14.247259525760825, 96.66666666666667, 'High Risk'),
(8632, 84, 12, '02:45.8', 36.18911103589335, 96.41692215849581, 137, 86, 54, 'Female', 61.911860053352555, 1.936557782291411, 0.11121206113894747, 51, 16.50870215911574, 103, 'High Risk'),
(8633, 70, 19, '01:45.8', 37.26694771192188, 98.33579671741441, 130, 75, 69, 'Female', 54.26047080761434, 1.9686743195294234, 0.091799489, 55, 14.000250469266291, 93.33333333333333, 'High Risk'),
(8634, 81, 16, '00:45.8', 36.89094088467568, 97.71347751175232, 117, 84, 66, 'Female', 54.35262833696268, 1.7363767077591246, 0.13672409986709427, 33, 18.027381407301718, 95, 'High Risk'),
(8635, 80, 13, '59:45.8', 36.62526628467616, 98.39372504666149, 137, 76, 85, 'Female', 80.57560509391774, 1.853749533721622, 0.14228475346290673, 61, 23.44776571, 96.33333333333333, 'Low Risk'),
(8636, 87, 18, '58:45.8', 36.15862003368301, 96.79445388729877, 128, 86, 66, 'Female', 58.254713541782536, 1.9951266345554364, 0.050447982, 42, 14.634912769959826, 100, 'High Risk'),
(8637, 80, 18, '57:45.8', 36.272894514683856, 98.23072559527768, 116, 86, 18, 'Female', 83.45396094565686, 1.7220564733118835, 0.076691937, 30, 28.141819616069764, 96, 'Low Risk'),
(8638, 97, 19, '56:45.8', 37.078816238752864, 96.20915788958978, 138, 78, 45, 'Female', 75.89549262186009, 1.7250281485403762, 0.06200564, 60, 25.50489922555297, 98, 'High Risk'),
(8639, 80, 14, '55:45.8', 37.10212698400568, 99.43182763864972, 136, 71, 44, 'Male', 66.28181155933058, 1.7303125387600302, 0.10127601253798338, 65, 22.138350541733786, 92.66666666666666, 'Low Risk'),
(8640, 78, 19, '54:45.8', 36.85529355075776, 97.31746812327472, 123, 75, 43, 'Male', 51.59692829970849, 1.6202012616477353, 0.060616366, 48, 19.655582357599027, 91, 'Low Risk'),
(8641, 79, 12, '53:45.8', 37.293187693879986, 95.84012785666134, 111, 84, 71, 'Female', 84.26351899283773, 1.953655436230954, 0.11003603701778303, 27, 22.07718270401469, 93, 'Low Risk'),
(8642, 70, 19, '52:45.8', 36.360454970155075, 98.25834501409297, 123, 74, 46, 'Female', 54.07414070908496, 1.9890949119775638, 0.064825386, 49, 13.667170546894303, 90.33333333333333, 'High Risk'),
(8643, 67, 15, '51:45.8', 37.19851296525711, 95.28080448872096, 130, 70, 36, 'Female', 68.26029250215214, 1.7257776832714689, 0.10071260876968885, 60, 22.919146869245985, 90, 'Low Risk'),
(8644, 91, 15, '50:45.8', 36.79617396208144, 99.58629102204151, 121, 74, 68, 'Male', 91.43104001421156, 1.6181906363835399, 0.068688741, 47, 34.916788494081835, 89.66666666666667, 'High Risk'),
(8645, 74, 17, '49:45.8', 37.26752073669037, 97.43086510742476, 116, 74, 41, 'Female', 66.19239388, 1.655570063063194, 0.11069757699140959, 42, 24.149767754884135, 88, 'Low Risk'),
(8646, 89, 16, '48:45.8', 36.09516983, 95.11021874544406, 121, 82, 78, 'Female', 60.76258126, 1.5625790407049023, 0.1425856540074043, 39, 24.885835466655717, 95, 'Low Risk'),
(8647, 91, 12, '47:45.8', 36.60585882, 95.40020181078913, 139, 87, 33, 'Female', 71.87685866283002, 1.7956934962369184, 0.098964335, 52, 22.29074937189633, 104.33333333333333, 'High Risk'),
(8648, 93, 15, '46:45.8', 36.163200575588604, 95.6158524, 115, 78, 48, 'Female', 87.55144981085866, 1.9996121633922124, 0.13935403927594517, 37, 21.896353836912443, 90.33333333333333, 'High Risk'),
(8649, 90, 16, '45:45.8', 36.00426706004137, 98.63004726391661, 123, 88, 41, 'Male', 84.73200276363092, 1.6591872000923424, 0.095564732, 35, 30.77915511943435, 99.66666666666667, 'High Risk'),
(8650, 99, 13, '44:45.8', 36.356214599425414, 96.22550344241601, 132, 70, 85, 'Male', 59.218299215701734, 1.8030867028195416, 0.10787188466333664, 62, 18.214728775862646, 90.66666666666666, 'High Risk'),
(8651, 93, 13, '43:45.8', 36.97911384727397, 99.45759633, 139, 70, 51, 'Female', 92.19127451037247, 1.894481549024538, 0.11950764386295039, 69, 25.68674410215981, 93, 'High Risk'),
(8652, 89, 18, '42:45.8', 36.20377161632859, 95.69421867157459, 113, 89, 55, 'Male', 62.71097770257026, 1.6684868830291408, 0.1411772112095782, 24, 22.526720897070714, 97, 'Low Risk'),
(8653, 68, 13, '41:45.8', 37.35301485763666, 97.43444953832616, 111, 75, 61, 'Female', 59.647012278779854, 1.7505633737776416, 0.14976877803809036, 36, 19.464041385878996, 87, 'Low Risk'),
(8654, 95, 15, '40:45.8', 37.4477413, 98.81040284375416, 122, 72, 23, 'Female', 96.68090473555603, 1.9869860924330238, 0.07744761, 50, 24.487872262554905, 88.66666666666666, 'High Risk'),
(8655, 66, 19, '39:45.8', 37.20584506939027, 97.43765494, 133, 88, 47, 'Male', 94.83884292308583, 1.5374310293049902, 0.076064503, 45, 40.12314458105627, 103, 'High Risk'),
(8656, 68, 13, '38:45.8', 37.09706829832509, 95.56939142127938, 136, 77, 52, 'Female', 83.82310524306627, 1.763586420995837, 0.13528840248602486, 59, 26.95071260150658, 96.66666666666666, 'Low Risk'),
(8657, 94, 14, '37:45.8', 36.47660410554065, 99.01383159658089, 111, 85, 85, 'Male', 71.37418946886987, 1.5470609018826464, 0.1391708770982807, 26, 29.821286030874635, 93.66666666666667, 'High Risk'),
(8658, 70, 18, '36:45.8', 36.702468641930594, 95.86224183798399, 118, 75, 88, 'Male', 67.52477126631518, 1.943462180479572, 0.12733690531619007, 43, 17.877670732370284, 89.33333333333333, 'High Risk'),
(8659, 98, 17, '35:45.8', 36.750134727259464, 98.26444063, 136, 70, 47, 'Male', 72.65763641937106, 1.9652061819585747, 0.060251992232424334, 66, 18.813301813123424, 92, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(8660, 84, 16, '34:45.8', 36.14065153, 98.66489985122683, 139, 81, 51, 'Male', 58.22507865450795, 1.612401001449792, 0.13569884600572404, 58, 22.395665147543244, 100.33333333333333, 'Low Risk'),
(8661, 85, 13, '33:45.8', 37.242237570402175, 96.21900907098461, 135, 70, 18, 'Male', 91.35355397985347, 1.7389305805676163, 0.086813456, 65, 30.210711784435887, 91.66666666666666, 'High Risk'),
(8662, 90, 14, '32:45.8', 36.96547603710043, 98.73122315, 132, 77, 76, 'Female', 80.34123721202825, 1.7065998723314593, 0.094738788, 55, 27.58513398526372, 95.33333333333333, 'Low Risk'),
(8663, 69, 13, '31:45.8', 36.95643316419319, 95.00613570933595, 137, 72, 59, 'Female', 65.22286003994626, 1.9751347879852295, 0.064470757, 65, 16.71884849519773, 93.66666666666666, 'High Risk'),
(8664, 90, 12, '30:45.8', 37.33995404889369, 99.09073707876769, 137, 76, 63, 'Male', 59.180871426766146, 1.6217053793673508, 0.11917559659056576, 61, 22.502845641688005, 96.33333333333333, 'Low Risk'),
(8665, 94, 16, '29:45.8', 36.72543874822591, 96.24612406752631, 122, 76, 40, 'Female', 61.452619783282174, 1.9137548928888766, 0.12732179803217966, 46, 16.77906567281984, 91.33333333333333, 'High Risk'),
(8666, 87, 12, '28:45.8', 36.51596797939189, 95.89233627559673, 133, 72, 26, 'Female', 94.93596177337815, 1.8537650600753603, 0.070053109, 61, 27.62621389036108, 92.33333333333333, 'Low Risk'),
(8667, 67, 18, '27:45.8', 37.247803020983675, 96.95951445858782, 118, 70, 44, 'Male', 58.46100182, 1.595188396141348, 0.070289758, 48, 22.97430010555834, 86, 'Low Risk'),
(8668, 85, 14, '26:45.8', 36.43781704208251, 95.01049493107509, 122, 85, 65, 'Female', 87.15350189766008, 1.6328958271128804, 0.084708743, 37, 32.68645965576304, 97.33333333333333, 'High Risk'),
(8669, 76, 14, '25:45.8', 37.44210907566973, 99.15724744356118, 123, 84, 29, 'Female', 90.13391959073684, 1.9995190424198819, 0.1451552460070889, 39, 22.544321456238006, 97, 'Low Risk'),
(8670, 62, 16, '24:45.8', 37.11287527974618, 98.31170266817264, 110, 82, 89, 'Female', 81.27375190412971, 1.6358293016990113, 0.078322455, 28, 30.372066527569743, 91.33333333333333, 'High Risk'),
(8671, 90, 13, '23:45.8', 37.15632323, 95.99301215976682, 123, 86, 21, 'Male', 62.632241310959984, 1.9078271379241347, 0.10100140297128254, 37, 17.20758442789206, 98.33333333333333, 'High Risk'),
(8672, 64, 18, '22:45.8', 36.35758296, 99.00352957, 114, 80, 39, 'Female', 86.83342930289894, 1.7338580428038786, 0.085432715, 34, 28.88416906, 91.33333333333333, 'Low Risk'),
(8673, 68, 14, '21:45.8', 36.763261842461205, 99.62446148447522, 132, 86, 44, 'Male', 55.54606837194694, 1.9319282032662872, 0.078788027, 46, 14.882344697371167, 101.33333333333333, 'High Risk'),
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(8850, 60, 12, '24:45.8', 36.58495116415007, 95.73466631, 113, 78, 74, 'Female', 98.92969529043421, 1.9217001314204814, 0.1344167310586549, 35, 26.788933967649637, 89.66666666666667, 'Low Risk'),
(8851, 95, 13, '23:45.8', 37.262224234743435, 97.13367803036587, 126, 88, 19, 'Female', 76.24921141316335, 1.874312604453445, 0.12693563499600619, 38, 21.70457593333008, 100.66666666666667, 'High Risk'),
(8852, 72, 17, '22:45.8', 36.135709202650915, 99.90452320986117, 134, 81, 87, 'Female', 68.39954441339724, 1.6919999696067618, 0.10796305580788294, 53, 23.89200006381951, 98.66666666666666, 'Low Risk'),
(8853, 82, 15, '21:45.8', 37.04594482, 97.24427996810165, 112, 89, 82, 'Female', 72.56778691212675, 1.546396678838815, 0.091241893, 23, 30.346042525170365, 96.66666666666667, 'High Risk'),
(8854, 80, 18, '20:45.8', 36.94627913059224, 99.23717888510402, 124, 80, 51, 'Male', 69.82727849938244, 1.8264337588264064, 0.11896537474338435, 44, 20.93231512564247, 94.66666666666667, 'Low Risk'),
(8855, 99, 12, '19:45.8', 37.43467707025071, 95.83131094413037, 127, 84, 84, 'Male', 55.31283507, 1.9705171444168634, 0.062318792, 43, 14.24509937635038, 98.33333333333333, 'High Risk'),
(8856, 88, 12, '18:45.8', 37.39968376248519, 96.88211412334662, 114, 86, 82, 'Male', 53.485474410109404, 1.618247605591216, 0.14995118816084402, 28, 20.424240047079195, 95.33333333333333, 'Low Risk'),
(8857, 73, 15, '17:45.8', 36.40593159598361, 97.09175310656371, 133, 82, 46, 'Female', 57.28729740904069, 1.8002487746563867, 0.13686055402604513, 51, 17.676378255967247, 99, 'High Risk'),
(8858, 65, 13, '16:45.8', 36.17572023608247, 97.43896301874891, 112, 83, 47, 'Female', 63.76222768992532, 1.6251698885608634, 0.11123131439001209, 29, 24.14159432173057, 92.66666666666667, 'Low Risk'),
(8859, 78, 16, '15:45.8', 37.39763553088528, 96.68166435457553, 113, 87, 27, 'Female', 80.64396396984162, 1.5963859956782518, 0.14570580743289946, 26, 31.64434046, 95.66666666666667, 'High Risk'),
(8860, 73, 17, '14:45.8', 36.655886075330365, 96.03381392435028, 129, 86, 41, 'Male', 58.522927007789065, 1.8789103534273432, 0.11315845451434131, 43, 16.57730469705536, 100.33333333333333, 'High Risk'),
(8861, 66, 17, '13:45.8', 36.78384235992768, 97.37531706095068, 138, 89, 85, 'Female', 69.52245246534551, 1.835088972994253, 0.055316838, 49, 20.644807262553122, 105.33333333333333, 'Low Risk'),
(8862, 90, 18, '12:45.8', 36.351326390254485, 98.96938583438525, 137, 88, 25, 'Male', 63.280876659287316, 1.8557390446623019, 0.056431601, 49, 18.375479315085304, 104.33333333333333, 'High Risk'),
(8863, 65, 19, '11:45.8', 37.218266525514835, 98.14507582258737, 129, 81, 34, 'Female', 65.02322078321873, 1.7347697809343479, 0.14957404364869198, 48, 21.60651785973568, 97, 'Low Risk'),
(8864, 82, 16, '10:45.8', 36.427423184622405, 95.54857677443263, 118, 76, 18, 'Male', 85.30000584924065, 1.694710232, 0.14423589243635376, 42, 29.700116832056015, 90, 'Low Risk'),
(8865, 93, 12, '09:45.8', 36.78634093281851, 99.51571872601576, 112, 70, 33, 'Male', 96.05420950985192, 1.6467042502078972, 0.072504031, 42, 35.422987787636266, 84, 'High Risk'),
(8866, 64, 13, '08:45.8', 37.27621849565653, 97.4198184, 120, 76, 18, 'Male', 52.263033224948124, 1.9094039913493324, 0.080542702, 44, 14.335041660733893, 90.66666666666667, 'High Risk'),
(8867, 74, 17, '07:45.8', 36.531949510410946, 99.29107755639963, 135, 83, 54, 'Female', 89.82412582702716, 1.8249549824934959, 0.13787249178103617, 52, 26.970480734759953, 100.33333333333333, 'Low Risk'),
(8868, 97, 19, '06:45.8', 36.79323706088236, 96.39219728, 138, 71, 63, 'Male', 94.85821449714551, 1.9811924996454136, 0.11418119284025505, 67, 24.166936190588913, 93.33333333333333, 'High Risk'),
(8869, 72, 12, '05:45.8', 36.585688108612445, 96.62654218060464, 139, 76, 66, 'Male', 93.99906221807393, 1.8864533536215062, 0.1337123602961282, 63, 26.41383004728416, 97, 'Low Risk'),
(8870, 66, 16, '04:45.8', 37.149707429714844, 96.37501039454575, 136, 71, 34, 'Male', 68.25562986245768, 1.7079679846255784, 0.11746775255135715, 65, 23.398015658234453, 92.66666666666666, 'Low Risk'),
(8871, 87, 15, '03:45.8', 37.23533282243104, 98.14670893423799, 113, 70, 65, 'Female', 75.14931339131941, 1.807145271081518, 0.057684793, 43, 23.011179794668102, 84.33333333333333, 'Low Risk'),
(8872, 63, 19, '02:45.8', 36.66420577816266, 97.13327620040886, 113, 79, 42, 'Female', 93.70629734149585, 1.5786430989884486, 0.057571975, 34, 37.60112742180522, 90.33333333333333, 'High Risk'),
(8873, 77, 19, '01:45.8', 36.44935967673543, 98.11771482, 127, 84, 56, 'Female', 86.05463979502298, 1.5346182308022982, 0.051471958, 43, 36.54042419345074, 98.33333333333333, 'High Risk'),
(8874, 72, 12, '00:45.8', 36.862312279181786, 95.59548873321837, 125, 82, 73, 'Female', 93.59518045957867, 1.5716047101068331, 0.079043928, 43, 37.89368516690324, 96.33333333333333, 'High Risk'),
(8875, 91, 17, '59:45.8', 36.708011361074504, 98.30098050006512, 127, 82, 72, 'Female', 58.743411220902125, 1.9081248132407633, 0.076119961, 45, 16.13413193675021, 97, 'High Risk'),
(8876, 75, 17, '58:45.8', 36.79423810035985, 98.19290422101156, 122, 73, 20, 'Male', 77.01495429531454, 1.7596485697639972, 0.056922639, 49, 24.872714239202633, 89.33333333333333, 'Low Risk'),
(8877, 77, 12, '57:45.8', 36.54055366707814, 99.20981789402111, 115, 79, 19, 'Female', 93.31023093356652, 1.6376169311822897, 0.081609696, 36, 34.79402127168812, 91, 'High Risk'),
(8878, 71, 15, '56:45.8', 36.17339166833742, 99.57051904983197, 118, 88, 47, 'Female', 61.67492491706389, 1.8554961933344625, 0.12209364730599427, 30, 17.91383188, 98, 'High Risk'),
(8879, 61, 15, '55:45.8', 36.10206623927229, 96.67035398441038, 118, 81, 33, 'Female', 99.32434127043152, 1.7215809573894805, 0.1017073701064235, 37, 33.51203438719348, 93.33333333333333, 'High Risk'),
(8880, 82, 16, '54:45.8', 36.36026313387237, 99.48656544763365, 125, 83, 76, 'Female', 80.91726812218093, 1.7508321065555073, 0.052972319, 42, 26.396856279158026, 97, 'Low Risk'),
(8881, 98, 16, '53:45.8', 36.91266078053643, 96.23845028349409, 123, 88, 21, 'Male', 72.91093663130458, 1.6901631119176608, 0.10896848853262714, 35, 25.523218562111165, 99.66666666666667, 'High Risk'),
(8882, 65, 19, '52:45.8', 36.155511341568925, 97.53006263, 119, 77, 72, 'Female', 75.51885369, 1.9519684395653636, 0.10409564253146283, 42, 19.82028094583995, 91, 'Low Risk'),
(8883, 63, 13, '51:45.8', 37.301899737950976, 99.93007000879797, 126, 85, 71, 'Female', 53.63796317792058, 1.767987298879033, 0.1389394244460252, 41, 17.15987011581231, 98.66666666666667, 'High Risk'),
(8884, 77, 17, '50:45.8', 36.640319029211554, 95.99729534193631, 117, 80, 67, 'Female', 56.55984578931878, 1.6711045404979248, 0.057708466, 37, 20.25354168932083, 92.33333333333333, 'Low Risk'),
(8885, 84, 15, '49:45.8', 37.35186384722985, 97.92538776843084, 132, 84, 83, 'Male', 76.18745616741981, 1.7265698537134369, 0.13678368720017142, 48, 25.557311456894034, 100, 'Low Risk'),
(8886, 77, 13, '48:45.8', 36.91222152225595, 99.65924222779886, 121, 87, 35, 'Male', 63.706029777002236, 1.8314240302242155, 0.13411309548846484, 34, 18.993400398939563, 98.33333333333333, 'Low Risk'),
(8887, 81, 19, '47:45.8', 36.032270047602495, 96.27554988123048, 111, 75, 76, 'Male', 82.27602004293978, 1.955624657181768, 0.075830075, 36, 21.51306386936519, 87, 'Low Risk'),
(8888, 60, 14, '46:45.8', 37.08150608618294, 95.78533701613082, 135, 74, 22, 'Female', 51.63310099202629, 1.9651672587897588, 0.14135294402971849, 61, 13.369931097180938, 94.33333333333333, 'High Risk'),
(8889, 78, 12, '45:45.8', 36.72470241521791, 95.76938560463583, 126, 87, 30, 'Male', 67.73089194496393, 1.5142181569328512, 0.074782048, 39, 29.539959521992152, 100, 'Low Risk'),
(8890, 77, 18, '44:45.8', 36.59287782184244, 98.40488867360942, 131, 88, 35, 'Male', 58.42434641291285, 1.8459449899277973, 0.11573542859636028, 43, 17.145744719789516, 102.33333333333333, 'High Risk'),
(8891, 88, 18, '43:45.8', 36.45730798452697, 96.88205281797028, 134, 79, 75, 'Male', 54.41469366115155, 1.8993305729559407, 0.10612181852992934, 55, 15.083949527915328, 97.33333333333333, 'High Risk'),
(8892, 75, 12, '42:45.8', 37.291076483728354, 96.83867831394379, 128, 73, 46, 'Female', 66.55692641423133, 1.872229160026837, 0.081160191, 55, 18.987826201194345, 91.33333333333333, 'Low Risk'),
(8893, 96, 16, '41:45.8', 36.80738353747201, 99.58246502190299, 132, 88, 22, 'Female', 74.06742543103954, 1.617028800871716, 0.11814718587205843, 44, 28.326423152924065, 102.66666666666667, 'High Risk'),
(8894, 96, 19, '40:45.8', 36.84283477279396, 98.07158006853919, 138, 72, 66, 'Female', 65.34054767748233, 1.7521234463337367, 0.10318725243145702, 66, 21.284005764361137, 94, 'High Risk'),
(8895, 91, 12, '39:45.8', 36.79197894316204, 99.00483157740295, 126, 71, 32, 'Male', 64.63868812921721, 1.6805020097304488, 0.067392692, 55, 22.88834870223796, 89.33333333333333, 'High Risk'),
(8896, 61, 14, '38:45.8', 36.849767428936296, 97.28877708154431, 122, 77, 45, 'Female', 52.92225085805637, 1.9207895836600002, 0.092472702, 45, 14.344278983114965, 92, 'High Risk'),
(8897, 74, 12, '37:45.8', 36.443561758927345, 97.39428747555303, 136, 87, 32, 'Female', 59.60359397887619, 1.8554292223969335, 0.1008020017548284, 49, 17.313451831121647, 103.33333333333333, 'High Risk'),
(8898, 92, 13, '36:45.8', 36.945088219489364, 96.57639612605183, 138, 89, 29, 'Male', 92.00688216428834, 1.949207665943458, 0.096402418, 49, 24.216093933399943, 105.33333333333333, 'High Risk'),
(8899, 62, 18, '35:45.8', 37.426444902137106, 99.19251574712602, 113, 87, 58, 'Male', 58.35565144856778, 1.845320418849051, 0.067240687, 26, 17.13717955099938, 95.66666666666667, 'High Risk'),
(8900, 80, 13, '34:45.8', 36.34671857230034, 98.17729061, 117, 88, 28, 'Male', 78.58581763849546, 1.5715542182047715, 0.096940587, 29, 31.818920299003892, 97.66666666666667, 'High Risk'),
(8901, 68, 12, '33:45.8', 36.84189026959632, 96.99508464618567, 114, 88, 25, 'Female', 92.15561910383772, 1.7860551524989852, 0.079709712, 26, 28.88897213235991, 96.66666666666667, 'Low Risk'),
(8902, 77, 14, '32:45.8', 36.680664135659406, 96.82293611091295, 111, 88, 62, 'Male', 66.81063446141263, 1.6018567852431485, 0.14033497240469267, 23, 26.037436610776663, 95.66666666666667, 'Low Risk'),
(8903, 79, 17, '31:45.8', 36.01139227581537, 99.29429959394969, 132, 85, 88, 'Female', 85.15549532396648, 1.611785787666514, 0.080483341, 47, 32.77917625908926, 100.66666666666667, 'High Risk'),
(8904, 94, 18, '30:45.8', 36.23328761606218, 97.60098658456934, 121, 79, 69, 'Male', 55.66057458524571, 1.665738082095968, 0.050030824271175646, 42, 20.06015368271147, 93, 'High Risk'),
(8905, 68, 15, '29:45.8', 36.44785890028612, 99.44331146389167, 110, 79, 70, 'Female', 94.57987678, 1.683793329245204, 0.14140499538096607, 31, 33.35962612038575, 89.33333333333333, 'High Risk'),
(8906, 83, 15, '28:45.8', 36.63301046642194, 98.59020229078591, 111, 71, 22, 'Female', 81.14092973740983, 1.7680972309340537, 0.11671436404676162, 40, 25.955397937775743, 84.33333333333333, 'Low Risk'),
(8907, 82, 15, '27:45.8', 37.23791813297242, 99.60215612347193, 130, 86, 37, 'Female', 81.04990274144127, 1.7874849772338284, 0.11119320649710382, 44, 25.366917533769684, 100.66666666666667, 'Low Risk'),
(8908, 85, 15, '26:45.8', 37.19961769, 98.08883042194192, 114, 76, 60, 'Male', 62.36386962422164, 1.5818362519513858, 0.074496865, 38, 24.923556021776996, 88.66666666666667, 'Low Risk'),
(8909, 73, 18, '25:45.8', 36.95122072201211, 96.67355395, 123, 70, 26, 'Male', 74.33166644007963, 1.5991088387352725, 0.06689643, 53, 29.06817872921622, 87.66666666666666, 'Low Risk'),
(8910, 74, 13, '24:45.8', 36.49090001, 99.43233134054773, 133, 72, 89, 'Female', 72.69620192641692, 1.5003287056471688, 0.097280779, 61, 32.29526735, 92.33333333333333, 'High Risk'),
(8911, 76, 13, '23:45.8', 36.848998279768566, 95.87220312409795, 111, 70, 24, 'Male', 79.66428443015758, 1.8671822622311935, 0.085115606, 41, 22.850211985908714, 83.66666666666667, 'Low Risk'),
(8912, 98, 18, '22:45.8', 36.516979031941275, 98.31487426, 125, 77, 63, 'Female', 58.75714112, 1.5044175919538587, 0.067670201, 48, 25.961145442572608, 93, 'High Risk'),
(8913, 85, 13, '21:45.8', 37.483804504801974, 97.59936084096273, 139, 72, 58, 'Female', 78.03525571827765, 1.9535840657499655, 0.1478918154745787, 67, 20.446861216866584, 94.33333333333333, 'Low Risk'),
(8914, 84, 17, '20:45.8', 36.44217499791919, 95.15799394, 116, 78, 18, 'Female', 51.12006730612427, 1.8526636187313716, 0.094558118, 38, 14.89355147, 90.66666666666667, 'High Risk'),
(8915, 77, 15, '19:45.8', 36.31652521045043, 97.54821194945164, 135, 85, 36, 'Male', 82.15257640823842, 1.7857161999923132, 0.12834071000402175, 50, 25.762992725959357, 101.66666666666666, 'Low Risk'),
(8916, 97, 15, '18:45.8', 36.154728203631194, 98.46454325, 130, 80, 77, 'Male', 65.82012628815579, 1.7698114570904688, 0.068611019, 50, 21.013805431187013, 96.66666666666666, 'High Risk'),
(8917, 90, 16, '17:45.8', 37.3380424, 98.17732109363446, 135, 85, 85, 'Male', 76.18095185266479, 1.731353870173876, 0.1400701714047088, 50, 25.41409859995747, 101.66666666666666, 'Low Risk'),
(8918, 61, 16, '16:45.8', 37.057399052350235, 95.64042265, 116, 71, 83, 'Male', 97.06533444777665, 1.764249093269146, 0.1437250594419481, 45, 31.184899550037542, 86, 'High Risk'),
(8919, 69, 14, '15:45.8', 36.24402674664103, 95.70721685001566, 121, 75, 38, 'Female', 82.99436247145302, 1.639522650546211, 0.089104712, 46, 30.875482365599495, 90.33333333333333, 'High Risk'),
(8920, 61, 13, '14:45.8', 36.76276109518129, 95.99729158121548, 129, 80, 43, 'Female', 90.62625139646185, 1.9121186252854114, 0.055938074, 49, 24.787022034939397, 96.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(8921, 84, 15, '13:45.8', 36.609263978939275, 96.04105634785415, 134, 77, 75, 'Female', 91.63049240540272, 1.636608535648227, 0.063518142, 57, 34.20978908473385, 96, 'High Risk'),
(8922, 97, 15, '12:45.8', 36.39410117785086, 96.85178097221845, 138, 76, 70, 'Female', 96.62511951176519, 1.6103286306818732, 0.14876682305922478, 62, 37.26155844659067, 96.66666666666666, 'High Risk'),
(8923, 84, 19, '11:45.8', 36.093280687549125, 97.31290717255703, 120, 85, 76, 'Female', 97.12775545042231, 1.8121392340293732, 0.11957137166766021, 35, 29.577415763518474, 96.66666666666667, 'Low Risk'),
(8924, 77, 12, '10:45.8', 37.42217023148116, 95.82830982840693, 134, 81, 85, 'Male', 62.88981537451333, 1.8917344503975153, 0.14989345541249705, 53, 17.57356912691828, 98.66666666666666, 'High Risk'),
(8925, 99, 13, '09:45.8', 37.008279135093716, 96.85812484874357, 134, 74, 65, 'Male', 57.49408545, 1.847107791169558, 0.11829615144725632, 60, 16.851504850087462, 94, 'High Risk'),
(8926, 97, 14, '08:45.8', 36.040921365772085, 95.80129912404574, 121, 74, 80, 'Female', 75.74431019830514, 1.538078099595763, 0.061642935642321345, 47, 32.01792906, 89.66666666666667, 'High Risk'),
(8927, 66, 19, '07:45.8', 37.17495795005082, 95.23302066529472, 135, 88, 59, 'Female', 79.91020989881004, 1.5103439275680506, 0.095039606, 47, 35.030841006028226, 103.66666666666667, 'High Risk'),
(8928, 74, 14, '06:45.8', 36.195290634248316, 98.41095373784503, 136, 74, 24, 'Female', 60.25839788925497, 1.8753151424541423, 0.052580820352333336, 62, 17.134406262586577, 94.66666666666666, 'High Risk'),
(8929, 84, 14, '05:45.8', 36.72454251549281, 97.22206949398468, 117, 82, 75, 'Female', 64.81201512206269, 1.6227154338894256, 0.14612805958027697, 35, 24.613353606793265, 93.66666666666667, 'Low Risk'),
(8930, 83, 14, '04:45.8', 36.65107872144673, 96.52424433669422, 115, 85, 25, 'Female', 83.00004388154377, 1.9604569506892058, 0.069891085, 30, 21.595521778726717, 95, 'Low Risk'),
(8931, 97, 13, '03:45.8', 36.61328426343391, 97.04440916970493, 126, 77, 71, 'Male', 66.66063216055775, 1.8254765391990655, 0.089861388, 49, 20.00400324059773, 93.33333333333333, 'High Risk'),
(8932, 88, 16, '02:45.8', 36.171724356154556, 97.25590577298107, 134, 73, 54, 'Male', 56.84522943820395, 1.661404484607447, 0.14821490795809356, 61, 20.594121322058072, 93.33333333333333, 'Low Risk'),
(8933, 62, 12, '01:45.8', 36.97675824512585, 95.76098789487564, 123, 83, 47, 'Male', 73.06539488734269, 1.8428249177865683, 0.094037144, 40, 21.51511064871834, 96.33333333333333, 'Low Risk'),
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(9137, 84, 13, '37:45.8', 36.96057692339854, 95.57358622736255, 126, 71, 64, 'Male', 68.62910040418387, 1.9518370430047396, 0.11222685762100812, 55, 18.014457753915305, 89.33333333333333, 'High Risk'),
(9138, 96, 13, '36:45.8', 36.87839279, 97.35585382738839, 115, 88, 62, 'Female', 95.20576006, 1.7144959950339673, 0.11790536239954004, 27, 32.38845819572513, 97, 'High Risk'),
(9139, 72, 18, '35:45.8', 36.21627536500377, 97.31114968855739, 121, 70, 21, 'Female', 94.05520388347766, 1.7131700595358197, 0.12202360481051175, 51, 32.04659395014707, 87, 'High Risk'),
(9140, 73, 17, '34:45.8', 36.12870928426017, 95.17172699345845, 133, 89, 40, 'Male', 65.27190260689221, 1.8758506913185113, 0.12112392196640938, 44, 18.54939446, 103.66666666666667, 'Low Risk'),
(9141, 89, 12, '33:45.8', 37.07448511, 97.24335506272541, 135, 85, 88, 'Female', 62.55986816842531, 1.5890778866427087, 0.067752383, 50, 24.77453184994452, 101.66666666666666, 'Low Risk'),
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(9143, 77, 18, '31:45.8', 37.02315826467748, 99.84770118970216, 110, 75, 34, 'Male', 78.51285816051804, 1.7929370272683056, 0.12751353973215612, 35, 24.423658286734693, 86.66666666666667, 'Low Risk'),
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(9145, 87, 13, '29:45.8', 36.70589177542815, 96.39671286581228, 121, 72, 19, 'Male', 68.92339053205652, 1.7744743895467394, 0.099431297, 49, 21.889062538746376, 88.33333333333333, 'Low Risk'),
(9146, 90, 13, '28:45.8', 36.363826856962056, 96.45767246, 114, 74, 60, 'Male', 57.01745832, 1.9576198322684943, 0.085871641, 40, 14.878225662329601, 87.33333333333333, 'High Risk'),
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(9148, 84, 19, '26:45.8', 36.87109512945665, 98.93437806353272, 124, 75, 69, 'Male', 75.27054021261443, 1.6444256050785522, 0.056954827, 49, 27.83534266177954, 91.33333333333333, 'Low Risk'),
(9149, 62, 15, '25:45.8', 36.10641236159228, 99.16565715774607, 114, 70, 23, 'Male', 93.91321056866892, 1.773540580687935, 0.13408054750183954, 44, 29.85688034563222, 84.66666666666667, 'Low Risk'),
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(9151, 97, 12, '23:45.8', 37.02417829505653, 96.86253287923309, 118, 73, 18, 'Male', 95.14301993753202, 1.6828616664995986, 0.14377719624373353, 45, 33.595421676741736, 88, 'High Risk'),
(9152, 66, 19, '22:45.8', 36.791604150104746, 97.46751698544452, 111, 89, 29, 'Male', 74.18884422136958, 1.8507469226922786, 0.1327426494736117, 22, 21.65930582259087, 96.33333333333333, 'Low Risk'),
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(9163, 78, 13, '11:45.8', 36.10248193025756, 95.97415320764503, 133, 70, 76, 'Male', 62.80343054070359, 1.7661552127138873, 0.1173405509682708, 63, 20.133794526368735, 91, 'Low Risk'),
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(9173, 83, 15, '01:45.8', 36.52128376291958, 97.16032126042255, 118, 72, 84, 'Male', 74.88427714983028, 1.6383754150313095, 0.053113708, 46, 27.897404338632068, 87.33333333333333, 'Low Risk'),
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(9175, 92, 13, '59:45.8', 36.31512633551421, 97.15923727, 112, 83, 81, 'Male', 60.032568546070195, 1.6764010622629577, 0.10328777283381671, 29, 21.36146680978004, 92.66666666666667, 'High Risk'),
(9176, 69, 19, '58:45.8', 36.31170861049454, 98.11632036021047, 112, 87, 70, 'Male', 55.251089023086195, 1.5956303375019558, 0.1117666953447102, 25, 21.70082640154503, 95.33333333333333, 'Low Risk'),
(9177, 92, 19, '57:45.8', 36.55693276, 95.01947611475599, 138, 81, 31, 'Male', 81.14595325077774, 1.6749333015595662, 0.1211105871679792, 57, 28.924897694718993, 100, 'High Risk'),
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(9180, 90, 13, '54:45.8', 36.61829206013643, 99.39603412870242, 125, 75, 83, 'Male', 85.49188268720961, 1.51392804, 0.14342401764854665, 50, 37.300479567774815, 91.66666666666666, 'High Risk'),
(9181, 68, 13, '53:45.8', 36.65485850013389, 96.25203264528044, 116, 70, 74, 'Male', 50.33579179990887, 1.6495133018450479, 0.097364835, 46, 18.499724480305403, 85.33333333333333, 'High Risk'),
(9182, 93, 13, '52:45.8', 36.672831710229175, 96.29450914260988, 128, 89, 48, 'Female', 73.3523288, 1.93058214, 0.077556012, 39, 19.680554843513104, 102, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(9184, 93, 17, '50:45.8', 36.241017414034275, 99.50365581097978, 119, 74, 86, 'Female', 68.51295563573635, 1.5416652297032511, 0.10663663452808114, 45, 28.82654201084051, 89, 'High Risk'),
(9185, 84, 17, '49:45.8', 37.29961064756302, 97.01709210009494, 127, 86, 56, 'Male', 66.35938249332983, 1.6132071089374058, 0.11155883374350886, 41, 25.49893734111509, 99.66666666666667, 'Low Risk'),
(9186, 96, 13, '48:45.8', 36.01485851835387, 98.88344107446247, 129, 83, 67, 'Female', 78.00945989723965, 1.763294608705831, 0.12497553699063232, 46, 25.08981804401727, 98.33333333333333, 'High Risk'),
(9187, 95, 15, '47:45.8', 37.181993630581495, 95.26400924960643, 136, 89, 84, 'Female', 66.18486883650966, 1.6786081708595737, 0.10550361973318492, 47, 23.488757648780567, 104.66666666666667, 'High Risk'),
(9188, 66, 17, '46:45.8', 36.31759189, 95.60027920678036, 115, 76, 76, 'Male', 65.26486351344671, 1.634932532088878, 0.13967657610922024, 39, 24.416294972176384, 89, 'Low Risk'),
(9189, 85, 19, '45:45.8', 36.45027865014754, 98.83282497534307, 133, 84, 79, 'Female', 60.045679130274685, 1.539174545807311, 0.065615587, 49, 25.345800723777497, 100.33333333333333, 'Low Risk'),
(9190, 65, 13, '44:45.8', 36.15289497812858, 96.58575843366758, 124, 80, 40, 'Male', 71.96171345027733, 1.8908043827177858, 0.1368697829844766, 44, 20.12835553863509, 94.66666666666667, 'Low Risk'),
(9191, 99, 14, '43:45.8', 36.97746963374877, 98.63562252471475, 122, 83, 63, 'Male', 73.43328439876808, 1.8031368764044313, 0.10121427898042876, 39, 22.585804382089332, 96, 'High Risk'),
(9192, 85, 12, '42:45.8', 36.703640218236394, 98.62915182572125, 127, 73, 77, 'Female', 51.21184262199935, 1.8636496757614291, 0.11312133672879203, 54, 14.744900492511709, 91, 'High Risk'),
(9193, 93, 13, '41:45.8', 37.21255970139767, 98.50169079341568, 126, 76, 62, 'Female', 55.81130502003548, 1.8865999508814402, 0.1357266615476937, 50, 15.680595074719756, 92.66666666666666, 'High Risk'),
(9194, 73, 15, '40:45.8', 37.20036073, 96.83121134234221, 132, 76, 54, 'Male', 64.54971867228927, 1.5055091029215584, 0.1428145984571217, 56, 28.479186671715773, 94.66666666666666, 'Low Risk'),
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(9375, 85, 17, '39:45.8', 37.014434431106594, 97.40751819, 118, 84, 19, 'Female', 78.90412784843527, 1.9553614968526964, 0.1377074065556611, 34, 20.63695443979273, 95.33333333333333, 'Low Risk'),
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(9381, 72, 17, '33:45.8', 36.50879032, 97.43521288171347, 119, 79, 88, 'Male', 85.40181403856384, 1.8750844101281972, 0.14506915126529013, 40, 24.289884499770245, 92.33333333333333, 'Low Risk'),
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(9383, 79, 13, '31:45.8', 37.061218329936644, 95.97947566, 132, 89, 63, 'Male', 88.99455934356348, 1.885225200922303, 0.10660749521561294, 43, 25.040153324442155, 103.33333333333333, 'Low Risk'),
(9384, 99, 18, '30:45.8', 36.775425846044506, 99.14501216142092, 125, 88, 69, 'Male', 82.04179091462893, 1.7171860164090105, 0.093221159, 37, 27.822775129891767, 100.33333333333333, 'High Risk'),
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(9386, 64, 15, '28:45.8', 37.06112566539683, 96.72141974587717, 133, 71, 37, 'Male', 52.25417144113551, 1.7307454767574264, 0.14377178765894977, 62, 17.444340503969435, 91.66666666666666, 'High Risk'),
(9387, 67, 18, '27:45.8', 37.48654757, 97.37065383384794, 110, 77, 47, 'Male', 91.03381737611207, 1.5213271319388035, 0.14423328329012897, 33, 39.33304176172467, 88, 'High Risk'),
(9388, 62, 12, '26:45.8', 36.26924227734679, 98.62364003531552, 135, 83, 61, 'Male', 75.84842871735003, 1.8241734701983918, 0.14678516521859333, 52, 22.79367322021079, 100.33333333333333, 'Low Risk'),
(9389, 83, 17, '25:45.8', 37.01703858319716, 96.56056837, 127, 71, 63, 'Male', 89.09079708660752, 1.5535408362211833, 0.068337758, 56, 36.91369312019182, 89.66666666666666, 'High Risk'),
(9390, 97, 14, '24:45.8', 36.30091675117323, 97.27123739733665, 111, 84, 30, 'Female', 76.00853935903616, 1.5403584646495525, 0.091436337, 27, 32.03456181823614, 93, 'High Risk'),
(9391, 72, 17, '23:45.8', 36.02941909805865, 95.36002089583953, 133, 71, 61, 'Female', 61.00001548078124, 1.6911944452174117, 0.095112184, 62, 21.327642786848724, 91.66666666666666, 'Low Risk'),
(9392, 92, 17, '22:45.8', 37.011834553652136, 96.16276733479884, 114, 89, 89, 'Male', 53.376170561756396, 1.6222281802370178, 0.10191045926528568, 25, 20.28259550403298, 97.33333333333333, 'High Risk'),
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(9394, 63, 16, '20:45.8', 37.00986971915359, 96.61833815031684, 129, 81, 26, 'Male', 59.84038355887046, 1.693500433, 0.13571333029655924, 48, 20.865257291995768, 97, 'Low Risk'),
(9395, 81, 18, '19:45.8', 36.052109164666625, 97.35872848933293, 135, 73, 68, 'Female', 81.70530102, 1.8033698766313926, 0.055920742056687726, 62, 25.123527234940752, 93.66666666666666, 'Low Risk'),
(9396, 87, 12, '18:45.8', 37.46859273812409, 96.13700830471547, 116, 72, 37, 'Male', 83.56698423319669, 1.854229001984942, 0.082774487, 44, 24.30569201050984, 86.66666666666667, 'Low Risk'),
(9397, 86, 13, '17:45.8', 37.11146412162984, 98.35367968233588, 128, 70, 59, 'Female', 66.57674797638379, 1.8229590018671606, 0.1306906604654448, 58, 20.03405098215361, 89.33333333333333, 'Low Risk'),
(9398, 63, 12, '16:45.8', 36.68987285, 96.15787239120934, 116, 75, 59, 'Male', 86.46344446, 1.857543870965145, 0.06056702, 41, 25.058459771509842, 88.66666666666667, 'Low Risk'),
(9399, 97, 18, '15:45.8', 36.080512642834364, 99.05437070619045, 115, 87, 54, 'Female', 52.57109443384843, 1.8167853360656128, 0.089617766, 28, 15.92721294523537, 96.33333333333333, 'High Risk'),
(9400, 74, 12, '14:45.8', 36.36725926883917, 98.48552004626086, 113, 71, 74, 'Male', 61.570810967841844, 1.5072520489341708, 0.10887122530614166, 42, 27.102110274698294, 85, 'Low Risk'),
(9401, 88, 16, '13:45.8', 36.784646137228705, 98.24186849246823, 122, 75, 31, 'Female', 71.57997247246146, 1.8927323223708123, 0.13730446298902477, 47, 19.98081182, 90.66666666666667, 'Low Risk'),
(9402, 81, 12, '12:45.8', 36.859190590855526, 99.67096290545196, 133, 79, 43, 'Female', 73.00678385925977, 1.6975713935989258, 0.11293336071077374, 54, 25.334195681736997, 97, 'Low Risk'),
(9403, 93, 18, '11:45.8', 37.30564863379034, 96.98859830044634, 113, 85, 31, 'Male', 90.46373025296515, 1.8510628946349232, 0.070965314, 28, 26.40171516, 94.33333333333333, 'High Risk'),
(9404, 82, 17, '10:45.8', 36.15908286984254, 95.25892851806606, 133, 82, 25, 'Female', 90.06872931914322, 1.6400755134121012, 0.078756071, 51, 33.48469493802105, 99, 'High Risk'),
(9405, 80, 18, '09:45.8', 37.37204717983279, 98.31201462176014, 111, 83, 61, 'Male', 64.31664345, 1.5989759786352093, 0.07649329, 28, 25.155878740794016, 92.33333333333333, 'Low Risk'),
(9406, 67, 13, '08:45.8', 37.42436578365449, 98.29044500894672, 132, 74, 56, 'Female', 76.91181985, 1.6106617614388816, 0.10534416266079105, 58, 29.64724832, 93.33333333333333, 'Low Risk'),
(9407, 88, 15, '07:45.8', 37.287430386262166, 97.22566735871321, 113, 75, 80, 'Male', 62.51678596770198, 1.9582794340589023, 0.14303310418998455, 38, 16.302241281072074, 87.66666666666667, 'High Risk'),
(9408, 70, 12, '06:45.8', 36.47582982683557, 97.29196052351708, 133, 70, 82, 'Female', 95.87432496463623, 1.9222920284019345, 0.13507646179043176, 63, 25.94559228787046, 91, 'Low Risk'),
(9409, 70, 13, '05:45.8', 36.43640498582586, 96.60907694324277, 125, 80, 33, 'Male', 85.85963776735531, 1.6510997169922552, 0.10493077439600526, 45, 31.49506043071347, 95, 'High Risk'),
(9410, 77, 14, '04:45.8', 36.99222688480804, 98.28882871810978, 123, 88, 36, 'Female', 96.74864183995695, 1.542528160876003, 0.10383060008413642, 35, 40.66105795558752, 99.66666666666667, 'High Risk'),
(9411, 72, 15, '03:45.8', 36.06324216285819, 97.28790636968402, 128, 73, 80, 'Male', 77.19860276, 1.9119605203633325, 0.11617384971411983, 55, 21.117942313927394, 91.33333333333333, 'Low Risk'),
(9412, 93, 15, '02:45.8', 36.663656996839194, 98.24719544275628, 132, 74, 23, 'Female', 80.86525101839894, 1.7010999631921673, 0.13207561354522335, 58, 27.94488126250569, 93.33333333333333, 'High Risk'),
(9413, 90, 18, '01:45.8', 36.24033976718342, 98.95069168471413, 131, 80, 87, 'Female', 90.49074770878727, 1.5367848190817748, 0.14090260609369717, 51, 38.31581372264933, 97, 'High Risk'),
(9414, 81, 19, '00:45.8', 37.452054675523975, 95.83402656542408, 135, 83, 53, 'Female', 97.89324205813153, 1.7585545841675216, 0.054780638603198845, 52, 31.654904365851884, 100.33333333333333, 'High Risk'),
(9415, 74, 12, '59:45.8', 36.69020922327624, 98.78459089994247, 112, 82, 57, 'Male', 79.88885461693178, 1.5119465081637913, 0.13387242392003132, 30, 34.94727697137097, 92, 'High Risk'),
(9416, 98, 19, '58:45.8', 36.42655094, 97.94722622556206, 128, 70, 20, 'Female', 70.20633077, 1.6922949299398737, 0.1134395428609098, 58, 24.51456375665476, 89.33333333333333, 'High Risk'),
(9417, 61, 12, '57:45.8', 36.52069354751513, 96.25721858123137, 134, 85, 85, 'Male', 69.63959466, 1.9846290376432967, 0.14420183917078366, 49, 17.680622513889542, 101.33333333333333, 'High Risk'),
(9418, 63, 16, '56:45.8', 36.39286878581927, 99.44342108909838, 113, 76, 44, 'Female', 70.64409854094227, 1.7375853208944396, 0.060198652, 37, 23.398262538699143, 88.33333333333333, 'Low Risk'),
(9419, 98, 16, '55:45.8', 37.41246761610393, 96.96479021055482, 132, 73, 71, 'Female', 58.68824759853047, 1.9902857628083477, 0.092310838, 59, 14.815634967300403, 92.66666666666666, 'High Risk'),
(9420, 91, 14, '54:45.8', 37.364772162357404, 97.72136255916924, 128, 74, 28, 'Male', 84.31589238108239, 1.664675859580885, 0.066046812, 54, 30.426365473851646, 92, 'High Risk'),
(9421, 87, 13, '53:45.8', 36.64192546195827, 96.97754953217964, 124, 78, 49, 'Male', 95.64187052384908, 1.9986132591781156, 0.14631663278274035, 46, 23.943659770176513, 93.33333333333333, 'Low Risk'),
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(9423, 76, 19, '51:45.8', 36.127595243331896, 95.44875618621242, 129, 74, 69, 'Female', 99.70605695012645, 1.984011713639457, 0.091079588, 55, 25.329876822298658, 92.33333333333333, 'Low Risk'),
(9424, 74, 12, '50:45.8', 36.56429144, 96.61191457431211, 136, 70, 45, 'Female', 87.05763216282821, 1.895021729495605, 0.060127707, 66, 24.242559063376337, 92, 'Low Risk'),
(9425, 93, 19, '49:45.8', 37.472316650044526, 99.12508336302119, 118, 73, 18, 'Female', 81.51490951196585, 1.789455819423286, 0.12382883215904947, 45, 25.456288836727072, 88, 'High Risk'),
(9426, 95, 19, '48:45.8', 36.99177880448761, 99.27845404304193, 115, 83, 76, 'Female', 81.34370014, 1.6811130973729216, 0.10563645298425164, 32, 28.782602515359155, 93.66666666666667, 'High Risk'),
(9427, 72, 18, '47:45.8', 37.09063701516522, 98.47730552362793, 121, 72, 18, 'Female', 94.27123652349297, 1.8254676260705731, 0.063329653, 49, 28.289868776760624, 88.33333333333333, 'Low Risk'),
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(9432, 68, 13, '42:45.8', 36.54215039349982, 99.23375605328964, 126, 87, 70, 'Female', 82.90099502023963, 1.8751051771941611, 0.11520200748048766, 39, 23.5780822, 100, 'Low Risk'),
(9433, 79, 16, '41:45.8', 36.136330359263084, 96.63115692592274, 111, 75, 65, 'Female', 56.619784020254244, 1.9527595933774278, 0.06581931, 36, 14.848091947810165, 87, 'High Risk'),
(9434, 68, 14, '40:45.8', 37.00759178, 97.65416982, 138, 72, 54, 'Male', 93.83062772006221, 1.578541112054529, 0.091698416, 66, 37.655882241257494, 94, 'High Risk'),
(9435, 73, 19, '39:45.8', 36.31037613266882, 97.35019026716753, 115, 70, 70, 'Male', 83.20084217740643, 1.9605441713370928, 0.067111288, 45, 21.64584077124542, 85, 'Low Risk'),
(9436, 68, 17, '38:45.8', 37.22237069, 95.92775317, 128, 89, 22, 'Male', 62.74564321827067, 1.7711323152274716, 0.14622487581181176, 39, 20.002374839627148, 102, 'Low Risk'),
(9437, 94, 19, '37:45.8', 37.13019406635383, 96.84998684240595, 134, 88, 21, 'Female', 63.51704372217888, 1.6257163860875878, 0.059196832, 46, 24.03259735049993, 103.33333333333333, 'High Risk'),
(9438, 65, 17, '36:45.8', 36.71244903566621, 96.25697498642255, 137, 81, 78, 'Male', 70.18712189914798, 1.879847760081342, 0.083846291, 56, 19.861501414964668, 99.66666666666666, 'Low Risk'),
(9439, 77, 14, '35:45.8', 36.35915527032819, 99.25685462747042, 138, 71, 81, 'Female', 55.27455907666609, 1.5828026695244448, 0.13317424121847937, 67, 22.063364445370777, 93.33333333333333, 'Low Risk'),
(9440, 78, 12, '34:45.8', 36.245330241154576, 96.09876612780108, 139, 88, 80, 'Female', 71.07415446836347, 1.6141290279775495, 0.11580826658905648, 51, 27.279424640494522, 105, 'Low Risk'),
(9441, 61, 13, '33:45.8', 36.72888829570422, 96.38715464844365, 131, 79, 55, 'Male', 99.04427204642431, 1.6337018308481661, 0.060603973274858884, 52, 37.10938635553714, 96.33333333333333, 'High Risk'),
(9442, 66, 19, '32:45.8', 37.348128820355655, 96.26005569676805, 137, 73, 63, 'Male', 92.99030995045166, 1.7602399143560634, 0.13583484550600156, 64, 30.011932847922587, 94.33333333333333, 'High Risk'),
(9443, 86, 17, '31:45.8', 36.01617556825995, 98.59118035706575, 119, 86, 80, 'Male', 74.14089964138796, 1.902439732195216, 0.13942329062983905, 33, 20.485003214838237, 97, 'Low Risk'),
(9444, 71, 19, '30:45.8', 36.58206117, 97.63387438736325, 126, 88, 46, 'Female', 87.41297466656063, 1.8286269373615083, 0.1219891580894716, 38, 26.14120925, 100.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(9445, 72, 13, '29:45.8', 37.21424370706896, 95.27185812265202, 127, 87, 79, 'Female', 58.64509673039233, 1.7911243153849485, 0.10455763427706383, 40, 18.280170730736746, 100.33333333333333, 'High Risk'),
(9446, 94, 14, '28:45.8', 36.98680610351628, 97.00178655799206, 130, 71, 78, 'Male', 70.42034369430256, 1.7789507415788233, 0.1119054258132096, 59, 22.252063711744487, 90.66666666666666, 'High Risk'),
(9447, 68, 17, '27:45.8', 37.32134181949851, 96.71621835460103, 121, 76, 41, 'Female', 79.10971648, 1.8916327691682038, 0.14958236743261333, 45, 22.108341812925246, 91, 'Low Risk'),
(9448, 89, 16, '26:45.8', 36.29549019064715, 96.40252789321438, 115, 70, 80, 'Female', 77.49507981816637, 1.7960378055126718, 0.069530685, 45, 24.023881764944136, 85, 'Low Risk'),
(9449, 86, 18, '25:45.8', 37.343174787192794, 95.39697490155794, 137, 82, 84, 'Male', 57.62849205551456, 1.7067361965737196, 0.068042315, 55, 19.783560591492037, 100.33333333333333, 'Low Risk'),
(9450, 79, 16, '24:45.8', 36.841385210097044, 97.59290690410025, 117, 80, 83, 'Male', 98.76936431082336, 1.6683433617075403, 0.069759055, 37, 35.485537129087355, 92.33333333333333, 'High Risk'),
(9451, 67, 17, '23:45.8', 37.456086107570556, 99.66985844, 127, 89, 53, 'Female', 60.12198420717629, 1.8008446683191341, 0.059850437, 38, 18.53876487466314, 101.66666666666667, 'Low Risk'),
(9452, 77, 12, '22:45.8', 36.30979696544228, 96.65891581042553, 110, 82, 50, 'Male', 99.59719125726136, 1.5117174981873476, 0.098522019, 28, 43.58186498, 91.33333333333333, 'High Risk'),
(9453, 75, 15, '21:45.8', 36.592961972765124, 95.27546303075516, 117, 71, 31, 'Female', 66.00952479303561, 1.8158364978641497, 0.079429923, 46, 20.019495281199877, 86.33333333333333, 'Low Risk'),
(9454, 66, 16, '20:45.8', 36.504772579448996, 99.88759146216165, 133, 82, 88, 'Male', 78.46719199242199, 1.9557421324908497, 0.10893266847875022, 51, 20.514688533345314, 99, 'Low Risk'),
(9455, 93, 18, '19:45.8', 36.92200541421796, 97.25766603402683, 114, 74, 38, 'Male', 76.22950538, 1.9891238544402943, 0.10324083055699149, 40, 19.266350217864517, 87.33333333333333, 'High Risk'),
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(9648, 92, 14, '06:45.8', 37.27364470551692, 96.06018746698362, 121, 77, 37, 'Male', 74.92104658619701, 1.955305229987348, 0.059182318360883474, 44, 19.59632852660699, 91.66666666666667, 'High Risk'),
(9649, 98, 13, '05:45.8', 36.49432723, 98.83435264732412, 131, 70, 65, 'Male', 89.32068441350997, 1.5564737926322558, 0.14608067096576152, 61, 36.86959924045494, 90.33333333333333, 'High Risk'),
(9650, 65, 13, '04:45.8', 36.22267021318052, 99.41264614121893, 129, 70, 42, 'Female', 72.46176825511314, 1.6563861428479716, 0.091915821, 59, 26.411055058066793, 89.66666666666666, 'Low Risk'),
(9651, 87, 19, '03:45.8', 37.25315697024673, 98.38492228538456, 129, 75, 63, 'Female', 59.65616126845883, 1.8321114270205021, 0.092887385, 54, 17.77262335400848, 93, 'High Risk'),
(9652, 60, 17, '02:45.8', 36.853044368570394, 97.17354395441609, 120, 71, 80, 'Female', 82.73640941394933, 1.5393357342955167, 0.097310515, 49, 34.91644075433622, 87.33333333333333, 'High Risk'),
(9653, 77, 14, '01:45.8', 37.067621978767875, 99.06397766140874, 121, 79, 49, 'Male', 82.27717076705633, 1.7305516627563144, 0.12229941568444068, 42, 27.47326096195292, 93, 'Low Risk'),
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(9655, 75, 14, '59:45.8', 36.77837801817603, 96.13500888268162, 131, 74, 38, 'Female', 90.59125232, 1.9153747642734043, 0.084071217, 57, 24.693277730241487, 93, 'Low Risk'),
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(9657, 74, 18, '57:45.8', 37.17486928492155, 99.39946108487115, 118, 80, 36, 'Female', 81.98358762538959, 1.5245406851590333, 0.099873454, 38, 35.27352656992511, 92.66666666666667, 'High Risk'),
(9658, 84, 12, '56:45.8', 37.23013128365561, 97.15920524723663, 138, 75, 63, 'Female', 73.85173026231304, 1.5596164029186672, 0.066786283, 63, 30.36163021401655, 96, 'High Risk'),
(9659, 62, 19, '55:45.8', 36.71816895590325, 98.26198054595406, 131, 73, 35, 'Male', 89.71369511213359, 1.6145810235699722, 0.13946767483976077, 58, 34.41430925043541, 92.33333333333333, 'High Risk'),
(9660, 85, 19, '54:45.8', 36.37342205500085, 97.23233708442677, 123, 77, 68, 'Female', 78.84967740341003, 1.9376338300813936, 0.1333165964207999, 46, 21.001799304732195, 92.33333333333333, 'Low Risk'),
(9661, 68, 14, '53:45.8', 36.20165614933218, 96.35722693031379, 139, 85, 65, 'Female', 62.07150436012061, 1.5151535788546706, 0.11549098024240957, 54, 27.038273644577135, 103, 'Low Risk'),
(9662, 72, 13, '52:45.8', 36.217568686619735, 98.06832814, 138, 70, 82, 'Female', 87.28091344475811, 1.6710892632083838, 0.068109193, 68, 31.255034671958267, 92.66666666666666, 'High Risk'),
(9663, 87, 16, '51:45.8', 36.52592217957854, 97.43236120680551, 118, 70, 25, 'Male', 59.31799520172477, 1.810292112452946, 0.09790096, 48, 18.100440584592366, 86, 'High Risk'),
(9664, 76, 12, '50:45.8', 36.80268937183204, 96.73135521, 112, 86, 57, 'Female', 51.46627968449824, 1.686685350971548, 0.092779055, 26, 18.09066908841625, 94.66666666666667, 'High Risk'),
(9665, 79, 18, '49:45.8', 36.73937266924435, 99.37097805072172, 129, 72, 84, 'Male', 69.16245640648447, 1.6690594548107494, 0.055876704, 57, 24.827145813513255, 91, 'Low Risk'),
(9666, 69, 18, '48:45.8', 36.52036346713727, 98.24004308477667, 114, 89, 66, 'Male', 90.60920808906515, 1.5244068091348257, 0.092124459, 25, 38.99155674130306, 97.33333333333333, 'High Risk'),
(9667, 72, 17, '47:45.8', 36.056049022227924, 98.67156522181355, 130, 87, 49, 'Male', 95.55644559045291, 1.5520405902826617, 0.0866527, 43, 39.66923603285917, 101.33333333333333, 'High Risk'),
(9668, 74, 15, '46:45.8', 37.241175678663716, 96.38295051754726, 116, 75, 38, 'Female', 77.16408180138649, 1.957334727103642, 0.074110377, 41, 20.141183670487756, 88.66666666666667, 'Low Risk'),
(9669, 77, 17, '45:45.8', 36.99759816133679, 99.63891317041555, 121, 89, 78, 'Male', 67.74112627010808, 1.7839488690227998, 0.1345796846324798, 32, 21.285683867546048, 99.66666666666667, 'Low Risk'),
(9670, 64, 15, '44:45.8', 37.40176412981013, 99.46914321959099, 121, 77, 81, 'Male', 51.124145107564914, 1.5995893747788767, 0.063146858, 44, 19.98062355, 91.66666666666667, 'Low Risk'),
(9671, 83, 14, '43:45.8', 37.30705462546023, 98.64569855380228, 127, 81, 26, 'Male', 97.76838298576973, 1.6736652764721334, 0.14507473074462998, 46, 34.902876496238555, 96.33333333333333, 'High Risk'),
(9672, 99, 19, '42:45.8', 36.08204117978379, 95.55963503360749, 121, 72, 86, 'Female', 52.89204062765742, 1.5691051075803242, 0.12216521455435188, 49, 21.482570747466173, 88.33333333333333, 'High Risk'),
(9673, 93, 13, '41:45.8', 36.24666436586879, 96.60953944470673, 126, 78, 63, 'Female', 98.06217698333796, 1.5298926629041862, 0.13640091074624888, 48, 41.896679708011234, 94, 'High Risk'),
(9674, 65, 13, '40:45.8', 37.15963288185095, 96.45024017329499, 118, 70, 75, 'Female', 92.76755041186135, 1.720411276746924, 0.065717987, 48, 31.342347960687214, 86, 'High Risk'),
(9675, 87, 12, '39:45.8', 36.69768285782146, 99.83452389491691, 117, 86, 33, 'Female', 66.3504937, 1.6720889285111569, 0.14033017443189666, 31, 23.731512381258117, 96.33333333333333, 'Low Risk'),
(9676, 73, 12, '38:45.8', 36.18781481272156, 96.63329316547943, 117, 85, 20, 'Male', 69.65343336525821, 1.6626129835717647, 0.055932752, 32, 25.197658939984517, 95.66666666666667, 'Low Risk'),
(9677, 81, 12, '37:45.8', 36.40207937437813, 98.36322199860052, 119, 78, 85, 'Male', 55.00589119948852, 1.7506496962132037, 0.056379313, 41, 17.94777845247428, 91.66666666666667, 'High Risk'),
(9678, 95, 13, '36:45.8', 36.152122007405254, 99.22500279576691, 112, 77, 31, 'Male', 84.65670861206951, 1.5314440646206187, 0.085786521, 35, 36.09600194993937, 88.66666666666667, 'High Risk'),
(9679, 74, 14, '35:45.8', 36.406627975613574, 95.87304297769997, 136, 78, 78, 'Male', 52.01651529990278, 1.7463620388455756, 0.085606092, 58, 17.055823363309155, 97.33333333333333, 'High Risk'),
(9680, 78, 18, '34:45.8', 37.10957616479475, 96.33225516297472, 112, 86, 35, 'Male', 61.206518672071695, 1.8665981452084133, 0.1432284764225069, 26, 17.566935970403936, 94.66666666666667, 'High Risk'),
(9681, 75, 16, '33:45.8', 36.95617199738321, 99.02747349787967, 126, 72, 34, 'Female', 68.26698078739395, 1.5122089766423357, 0.12219751018363045, 54, 29.852937548169123, 90, 'Low Risk'),
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(9684, 88, 16, '30:45.8', 36.06610804425349, 99.05707753648481, 113, 85, 85, 'Female', 70.16292314, 1.518825504796939, 0.090351224, 28, 30.415286491400252, 94.33333333333333, 'High Risk'),
(9685, 60, 15, '29:45.8', 36.644446671485966, 95.40940612292538, 131, 77, 85, 'Male', 67.51721933, 1.7055270750391012, 0.096584087, 54, 23.211184910819107, 95, 'Low Risk'),
(9686, 90, 17, '28:45.8', 36.09723388578609, 95.69989659805879, 115, 85, 41, 'Female', 85.55481779033704, 1.5826190411251333, 0.12266103714808586, 30, 34.15794205830513, 95, 'High Risk'),
(9687, 70, 14, '27:45.8', 37.27850546279577, 99.23613596359034, 115, 81, 60, 'Female', 82.57613016901871, 1.900566689582588, 0.064936186, 34, 22.860635531411177, 92.33333333333333, 'Low Risk'),
(9688, 84, 14, '26:45.8', 37.025012391305566, 96.22374897209798, 134, 89, 25, 'Male', 67.23305594242163, 1.846181241750742, 0.10519161946983618, 45, 19.725779934843022, 104, 'Low Risk'),
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(9694, 76, 13, '20:45.8', 36.33685186247555, 98.42916991426259, 136, 83, 46, 'Male', 71.28862355310102, 1.926219158050413, 0.063987525, 53, 19.21360390716535, 100.66666666666666, 'Low Risk'),
(9695, 90, 14, '19:45.8', 36.310623834146234, 96.57388973703712, 124, 86, 32, 'Female', 75.32848642113724, 1.7001378796079494, 0.14030436011364805, 38, 26.060992655905434, 98.66666666666667, 'Low Risk'),
(9696, 77, 13, '18:45.8', 37.387792380460034, 98.06373711, 129, 82, 87, 'Female', 70.08130655, 1.904729327, 0.14281260749724872, 47, 19.316820867737988, 97.66666666666667, 'Low Risk'),
(9697, 91, 19, '17:45.8', 36.465154196300354, 99.99499369617295, 128, 79, 69, 'Female', 61.30867309536819, 1.724620765, 0.12696727817440445, 49, 20.61269110867934, 95.33333333333333, 'High Risk'),
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(9699, 92, 19, '15:45.8', 37.15396557787315, 98.54465831074198, 134, 71, 30, 'Female', 83.03233210289685, 1.6831293052409895, 0.14048009742934958, 63, 29.309760705285157, 92, 'High Risk'),
(9700, 83, 16, '14:45.8', 37.46237606938357, 98.59533635673381, 131, 75, 41, 'Female', 53.046198757428485, 1.7943545694975622, 0.071525687, 56, 16.475467175140885, 93.66666666666666, 'High Risk'),
(9701, 88, 19, '13:45.8', 36.51649617, 99.43895937696985, 120, 73, 87, 'Female', 75.52429281321405, 1.6119295022353475, 0.10821201535041897, 47, 29.06662310516099, 88.66666666666667, 'Low Risk'),
(9702, 87, 17, '12:45.8', 36.40152772, 97.74241984431472, 114, 75, 53, 'Female', 60.219787982643496, 1.731906906958797, 0.065290917, 39, 20.07659849230912, 88, 'Low Risk'),
(9703, 71, 15, '11:45.8', 36.81778075, 98.31547614344802, 122, 88, 82, 'Female', 68.19842780261976, 1.8796515661029694, 0.11657754982811876, 34, 19.302771118339077, 99.33333333333333, 'Low Risk'),
(9704, 69, 18, '10:45.8', 36.27059977307133, 96.16680906281478, 110, 73, 24, 'Male', 83.94510295290769, 1.890359922082268, 0.14874776265270906, 37, 23.491262819677928, 85.33333333333333, 'Low Risk'),
(9705, 63, 15, '09:45.8', 36.22679088721508, 99.60291436877365, 130, 73, 65, 'Female', 70.17907116080879, 1.881799858703657, 0.063438227, 57, 19.818042377330716, 92, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(9707, 69, 13, '07:45.8', 37.17790174321648, 96.77371448650091, 124, 74, 36, 'Male', 84.46369507023059, 1.7628047196576007, 0.095822766, 50, 27.180764488606652, 90.66666666666666, 'Low Risk'),
(9708, 79, 17, '06:45.8', 36.443600022463855, 97.60614955216609, 124, 74, 41, 'Male', 61.25307375713561, 1.5343643486159355, 0.068329844, 50, 26.017819058468202, 90.66666666666666, 'Low Risk'),
(9709, 63, 16, '05:45.8', 37.182243764729485, 98.90085925967429, 120, 88, 86, 'Female', 78.54297015168495, 1.9660975404293635, 0.071559232, 32, 20.318759999676747, 98.66666666666667, 'Low Risk'),
(9710, 92, 16, '04:45.8', 36.03834009538675, 97.20297520859205, 128, 77, 20, 'Female', 68.16117158422338, 1.9845075999247146, 0.10998115556374637, 51, 17.30738735947865, 94, 'High Risk'),
(9711, 69, 18, '03:45.8', 36.076392641364954, 98.93125306948316, 124, 70, 68, 'Female', 85.35354926651348, 1.9635066746853047, 0.070981492, 54, 22.138939898355922, 88, 'Low Risk'),
(9712, 74, 19, '02:45.8', 36.86484916440424, 95.98691486, 135, 88, 83, 'Female', 70.74558965960998, 1.6008349077544684, 0.13338425122366182, 47, 27.606177679037412, 103.66666666666667, 'Low Risk'),
(9713, 97, 13, '01:45.8', 36.45796866, 96.19812555532991, 121, 81, 66, 'Male', 57.76989213, 1.7330914451085886, 0.074749492, 40, 19.23351230188082, 94.33333333333333, 'High Risk'),
(9714, 84, 12, '00:45.8', 36.619215311576006, 98.62861855946315, 131, 84, 89, 'Female', 93.86384869140096, 1.6001380853714466, 0.14556319479652768, 47, 36.65923799141187, 99.66666666666667, 'High Risk'),
(9715, 80, 15, '59:45.8', 37.417993382012774, 98.69996498, 120, 75, 48, 'Female', 78.40647651157309, 1.5820978445428286, 0.08553581, 45, 31.324580234957683, 90, 'High Risk'),
(9716, 93, 14, '58:45.8', 36.63558779622793, 98.40872599, 110, 89, 85, 'Female', 63.78283736962979, 1.6727847928434583, 0.065307591, 21, 22.79416519966054, 96, 'High Risk'),
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(9906, 79, 17, '48:45.8', 36.31121526339395, 98.41933477759223, 117, 70, 77, 'Female', 63.451438999091295, 1.9719967079603724, 0.13531307704944273, 47, 16.316578871488165, 85.66666666666667, 'High Risk'),
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(9909, 82, 19, '45:45.8', 36.78326510688878, 98.41841038181398, 130, 72, 37, 'Male', 70.91386812011697, 1.7861295771353523, 0.12261655492493631, 58, 22.2282489, 91.33333333333333, 'Low Risk'),
(9910, 97, 12, '44:45.8', 36.87372189118753, 95.89023677590414, 130, 80, 44, 'Male', 94.75054318053247, 1.5872294152465802, 0.1349452679466832, 50, 37.60991063511891, 96.66666666666666, 'High Risk'),
(9911, 76, 12, '43:45.8', 36.01465993062671, 95.08523404799341, 132, 81, 74, 'Male', 91.83878408707538, 1.8594301662009525, 0.10949888211593087, 51, 26.562342996721544, 98, 'Low Risk'),
(9912, 90, 17, '42:45.8', 37.44443378770495, 98.99125152568683, 122, 78, 23, 'Male', 60.60368371039806, 1.5464443996043125, 0.061586521564134224, 44, 25.341388250737552, 92.66666666666667, 'Low Risk'),
(9913, 68, 14, '41:45.8', 37.242720797355666, 99.06227365, 116, 87, 40, 'Female', 90.88790614953106, 1.6444457754943937, 0.1226607855306325, 29, 33.60988166691882, 96.66666666666667, 'High Risk'),
(9914, 76, 16, '40:45.8', 36.77549955437352, 99.03005096691635, 135, 88, 22, 'Female', 64.49843469396393, 1.6901008505588233, 0.060605849, 47, 22.579999828218693, 103.66666666666667, 'Low Risk'),
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(9916, 69, 18, '38:45.8', 37.00297494682514, 95.47786395744606, 123, 81, 39, 'Male', 87.47046221310168, 1.8717079209398826, 0.10811453419668769, 42, 24.96808676919386, 95, 'Low Risk'),
(9917, 64, 16, '37:45.8', 37.08849576394329, 98.10071702232084, 132, 72, 27, 'Female', 91.53045158457586, 1.678252222699714, 0.12379438575150144, 60, 32.49758908602057, 92, 'High Risk'),
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(9919, 92, 13, '35:45.8', 36.41649207296883, 97.81421718806494, 134, 77, 27, 'Female', 73.89915217785486, 1.7706982772149662, 0.082655146, 57, 23.569497657988215, 96, 'High Risk'),
(9920, 67, 17, '34:45.8', 36.57095129761099, 96.04640637734339, 118, 79, 47, 'Female', 60.42629363959716, 1.7712770342712432, 0.10894610457861698, 39, 19.259853230675528, 92, 'Low Risk'),
(9921, 72, 16, '33:45.8', 36.84404183155376, 98.5982233, 123, 82, 24, 'Female', 61.17247014698619, 1.623051142726012, 0.13882370003126654, 41, 23.22157156679554, 95.66666666666667, 'Low Risk'),
(9922, 82, 13, '32:45.8', 36.66025233, 97.92081741462263, 122, 78, 50, 'Male', 75.26973880380172, 1.6631078532751051, 0.093333828, 44, 27.213197923855848, 92.66666666666667, 'Low Risk'),
(9923, 66, 19, '31:45.8', 37.070515105834495, 95.65673027174851, 127, 77, 23, 'Female', 64.14899369443532, 1.9986764253817764, 0.09422313, 50, 16.058496008314144, 93.66666666666666, 'High Risk'),
(9924, 80, 16, '30:45.8', 37.23610281135507, 97.61865161835524, 116, 85, 44, 'Female', 69.06177977718205, 1.7090131549474539, 0.050547406, 31, 23.645415774549697, 95.33333333333333, 'Low Risk'),
(9925, 89, 17, '29:45.8', 37.416868262640875, 99.35590758904743, 120, 78, 86, 'Female', 57.65498765363624, 1.8282582204144773, 0.089090206, 42, 17.248916261857993, 92, 'High Risk'),
(9926, 77, 18, '28:45.8', 36.107687772652575, 95.05783356184423, 119, 86, 73, 'Male', 59.12001261654103, 1.6422984046115263, 0.10019792279827255, 33, 21.91948651061246, 97, 'Low Risk'),
(9927, 64, 14, '27:45.8', 36.06534445196687, 95.69618127620045, 132, 72, 55, 'Female', 55.92469570586769, 1.7971435679900944, 0.070690168, 60, 17.315621496305848, 92, 'High Risk'),
(9928, 94, 16, '26:45.8', 36.15184043111469, 99.67246801217665, 112, 83, 49, 'Female', 67.82374017493366, 1.9215884776538419, 0.060949698, 29, 18.367961636501697, 92.66666666666667, 'High Risk'),
(9929, 77, 18, '25:45.8', 37.389455885413255, 96.45181084316435, 124, 72, 87, 'Female', 62.98955278844598, 1.8271518633222699, 0.063695236, 52, 18.867711835133615, 89.33333333333333, 'Low Risk'),
(9930, 63, 17, '24:45.8', 36.658671576583465, 99.64777258447629, 111, 71, 39, 'Male', 73.10887884803016, 1.813284638583022, 0.102954469, 40, 22.23505249363753, 84.33333333333333, 'Low Risk'),
(9931, 72, 12, '23:45.8', 36.437761116832526, 98.78879944104216, 135, 75, 27, 'Male', 50.98760738692526, 1.868476476583449, 0.085053235, 60, 14.60458981187614, 95, 'High Risk'),
(9932, 91, 16, '22:45.8', 37.06536789, 97.94178246484637, 118, 88, 32, 'Female', 63.79296617088568, 1.8113772495427463, 0.05343958, 30, 19.44262851571298, 98, 'High Risk'),
(9933, 68, 17, '21:45.8', 37.05496682477597, 99.22182325109746, 122, 82, 64, 'Male', 60.79200296824824, 1.8198531852293192, 0.071565505, 40, 18.355818146250485, 95.33333333333333, 'High Risk'),
(9934, 88, 19, '20:45.8', 37.25444377342662, 99.08307948831718, 137, 77, 60, 'Male', 68.45470662, 1.6293726212236463, 0.1307206999979973, 60, 25.784723851781983, 97, 'Low Risk'),
(9935, 73, 19, '19:45.8', 37.378535897823596, 96.55131644524405, 119, 85, 89, 'Female', 96.66252921326239, 1.9521255257242396, 0.14537211686449852, 34, 25.36545598731934, 96.33333333333333, 'Low Risk'),
(9936, 93, 14, '18:45.8', 36.29091653379777, 97.98271981588148, 132, 79, 62, 'Male', 94.80591010333126, 1.7296702619728208, 0.075951863, 53, 31.689017492832836, 96.66666666666666, 'High Risk'),
(9937, 88, 19, '17:45.8', 37.12038553802704, 99.78563359354183, 122, 81, 29, 'Male', 90.78180917758921, 1.6769381192527142, 0.14017102938423076, 41, 32.282321586878965, 94.66666666666667, 'High Risk'),
(9938, 85, 15, '16:45.8', 37.480856639439814, 96.26499489962772, 117, 70, 54, 'Female', 83.99494206536463, 1.606714954648608, 0.072831042, 47, 32.53684684212832, 85.66666666666667, 'High Risk'),
(9939, 73, 12, '15:45.8', 37.251128383752565, 97.9280815, 115, 89, 38, 'Female', 81.04784732, 1.9029345086925744, 0.090766478, 26, 22.38173763155473, 97.66666666666667, 'Low Risk'),
(9940, 87, 14, '14:45.8', 36.30850616709034, 95.02109698681983, 128, 72, 38, 'Male', 91.46713814377821, 1.9338982764547654, 0.072594935, 56, 24.456698984452096, 90.66666666666666, 'Low Risk'),
(9941, 89, 17, '13:45.8', 37.421489659584985, 95.65153388, 120, 79, 39, 'Female', 82.16735528361744, 1.8040528318809301, 0.064944408, 41, 25.246478260442952, 92.66666666666667, 'Low Risk'),
(9942, 67, 17, '12:45.8', 36.14628783706881, 99.36513848877439, 124, 81, 62, 'Female', 91.20373118732735, 1.6672850231888576, 0.12112716610525394, 43, 32.80899352507715, 95.33333333333333, 'High Risk'),
(9943, 86, 12, '11:45.8', 37.07988646694944, 98.82852033292487, 130, 86, 41, 'Female', 58.28741007261403, 1.816939708135821, 0.059001854587173934, 44, 17.656057149290888, 100.66666666666667, 'High Risk'),
(9944, 62, 12, '10:45.8', 37.26172097174118, 99.01273072113406, 122, 85, 50, 'Male', 69.78823993212185, 1.8700769791788217, 0.12499715398969874, 37, 19.955530491052052, 97.33333333333333, 'Low Risk'),
(9945, 70, 12, '09:45.8', 37.295744159868555, 95.13565536794611, 112, 75, 81, 'Male', 81.70994353929925, 1.5605013051488208, 0.052635292, 37, 33.554180617340144, 87.33333333333333, 'High Risk'),
(9946, 64, 15, '08:45.8', 36.65925002608218, 96.47727072854252, 115, 71, 77, 'Male', 52.39229146895673, 1.7717976388279006, 0.060869050330854116, 44, 16.68933976919935, 85.66666666666667, 'High Risk'),
(9947, 86, 14, '07:45.8', 36.187309031982736, 98.25615377, 133, 77, 82, 'Male', 81.54774350372253, 1.5776603943876146, 0.13121451449168425, 56, 32.76309355635923, 95.66666666666666, 'High Risk'),
(9948, 62, 17, '06:45.8', 36.98685057820821, 98.14783384, 124, 72, 44, 'Male', 88.74341679915625, 1.9526546983705566, 0.14282689556667458, 52, 23.274761770068338, 89.33333333333333, 'Low Risk'),
(9949, 88, 18, '05:45.8', 36.07609571000794, 98.69280484087417, 123, 83, 46, 'Male', 82.86321382836881, 1.9612134397389942, 0.11053822230199516, 40, 21.543291202490703, 96.33333333333333, 'Low Risk'),
(9950, 70, 14, '04:45.8', 36.847190784252895, 97.81002690970354, 125, 76, 20, 'Male', 60.89028414776151, 1.9937306977708575, 0.12186958406934324, 49, 15.318456551012464, 92.33333333333333, 'High Risk'),
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(9953, 74, 16, '01:45.8', 36.177718274963325, 96.72836947834521, 117, 70, 67, 'Female', 86.42202448, 1.7282158383228494, 0.10183033096532618, 47, 28.935332270271733, 85.66666666666667, 'Low Risk'),
(9954, 66, 12, '00:45.8', 36.638051029101135, 98.82641411485014, 118, 82, 74, 'Female', 88.59103261444741, 1.8971037555165222, 0.077164126, 36, 24.615439610223987, 94, 'Low Risk'),
(9955, 89, 16, '59:45.8', 36.57407138, 98.69849617096808, 122, 86, 89, 'Male', 89.37983449737077, 1.5726132118419835, 0.1275419017069222, 36, 36.14062895131571, 98, 'High Risk'),
(9956, 83, 16, '58:45.8', 36.45906043201752, 99.23528471380072, 111, 79, 32, 'Female', 61.10752309953675, 1.689655938962619, 0.09606619, 32, 21.40415672514142, 89.66666666666667, 'Low Risk'),
(9957, 62, 15, '57:45.8', 36.249923385498185, 97.99853756930047, 116, 83, 65, 'Female', 63.894385278805736, 1.9837274317128786, 0.091185553, 33, 16.236734838569394, 94, 'High Risk'),
(9958, 90, 19, '56:45.8', 36.73349522582357, 99.67208045350552, 115, 72, 36, 'Female', 50.72167495170286, 1.57709795, 0.10591559450487947, 43, 20.392771468803982, 86.33333333333333, 'Low Risk'),
(9959, 63, 18, '55:45.8', 37.17626790524584, 98.46875694780553, 124, 88, 77, 'Male', 65.85556372488892, 1.709766208645906, 0.092766691, 36, 22.52781196804774, 100, 'Low Risk'),
(9960, 89, 19, '54:45.8', 37.17491963153411, 98.98813697635158, 122, 87, 64, 'Female', 95.51581630504725, 1.902079111911803, 0.14435401629997557, 35, 26.400863947133132, 98.66666666666667, 'Low Risk'),
(9961, 80, 12, '53:45.8', 37.472159656740764, 98.87312568985445, 130, 72, 86, 'Female', 80.60559654929848, 1.6721427219738014, 0.074690035, 58, 28.828265335051928, 91.33333333333333, 'Low Risk'),
(9962, 75, 14, '52:45.8', 36.136465971080355, 99.00339399635958, 118, 78, 66, 'Male', 87.39323305656416, 1.6370091165062457, 0.064249098, 40, 32.611863064756854, 91.33333333333333, 'High Risk'),
(9963, 86, 14, '51:45.8', 36.06431195264561, 98.48019422922162, 138, 73, 68, 'Male', 86.73266801, 1.9126573758417718, 0.12372621729308599, 65, 23.708733057672863, 94.66666666666666, 'Low Risk'),
(9964, 87, 12, '50:45.8', 36.83928131459212, 96.65350725, 118, 83, 28, 'Female', 66.18568330352224, 1.8766194466038733, 0.13390088955978238, 35, 18.793671526931853, 94.66666666666667, 'Low Risk'),
(9965, 84, 12, '49:45.8', 37.095711248181104, 95.20878913318799, 139, 80, 34, 'Male', 90.33302686063735, 1.8992937949872661, 0.052857086, 59, 25.041610945766998, 99.66666666666666, 'Low Risk'),
(9966, 65, 14, '48:45.8', 37.13081038578221, 96.44527367391449, 133, 83, 20, 'Male', 90.55583962177519, 1.7441584403507777, 0.072080124, 50, 29.767652949188566, 99.66666666666666, 'Low Risk'),
(9967, 73, 14, '47:45.8', 36.08194601804474, 96.60342051737597, 130, 88, 37, 'Female', 60.53630784192302, 1.6274793608327955, 0.090416399, 42, 22.85519600206195, 102, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(9969, 61, 12, '45:45.8', 36.52761137212848, 99.73466495786549, 124, 76, 68, 'Female', 69.11719084414707, 1.808191372499198, 0.056755553864874034, 48, 21.139625688451094, 92, 'Low Risk'),
(9970, 98, 12, '44:45.8', 36.11613276703839, 96.15497378003039, 112, 89, 35, 'Female', 58.995599996277974, 1.9860429032082694, 0.094474769, 23, 14.956926870712492, 96.66666666666667, 'High Risk'),
(9971, 73, 18, '43:45.8', 37.275968236724616, 95.18961159445269, 139, 87, 67, 'Male', 85.60640400555923, 1.9544158910926945, 0.069817376, 52, 22.411570143654426, 104.33333333333333, 'Low Risk'),
(9972, 68, 17, '42:45.8', 36.10788395284955, 97.83927538023195, 138, 85, 52, 'Male', 51.72950215735459, 1.595603786503173, 0.13934291619213562, 53, 20.31833807724711, 102.66666666666666, 'Low Risk'),
(9973, 96, 18, '41:45.8', 36.567375698925304, 98.50469220953747, 134, 77, 62, 'Female', 96.87484375648037, 1.8140225726312298, 0.085278382, 57, 29.439175415088616, 96, 'High Risk'),
(9974, 67, 18, '40:45.8', 37.02785139922554, 97.01267213855151, 115, 86, 49, 'Male', 63.80097814508047, 1.9087618041213634, 0.08325336, 29, 17.51152084226673, 95.66666666666667, 'High Risk'),
(9975, 83, 18, '39:45.8', 37.13269056691822, 97.42795674980945, 127, 76, 51, 'Female', 70.29140345, 1.8721475338003746, 0.088694551, 51, 20.05497266276206, 93, 'Low Risk'),
(9976, 71, 17, '38:45.8', 36.209321764211815, 99.88293834192665, 116, 80, 81, 'Male', 80.63642371140958, 1.6033507183340088, 0.14959251340275967, 36, 31.36708760220544, 92, 'High Risk'),
(9977, 64, 19, '37:45.8', 36.80382050988579, 97.42372611031189, 110, 73, 36, 'Male', 97.80989594264071, 1.7184296091652103, 0.05125843, 37, 33.12220971510099, 85.33333333333333, 'High Risk'),
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(10155, 70, 16, '39:45.8', 36.62995802232261, 97.46842301, 135, 89, 42, 'Male', 97.07419420947662, 1.868997676860696, 0.14010160160058177, 46, 27.789854385038755, 104.33333333333333, 'Low Risk'),
(10156, 65, 18, '38:45.8', 37.09519815, 97.29758406, 110, 78, 53, 'Female', 54.56145504983933, 1.6827189582907967, 0.087281835, 32, 19.269159347282915, 88.66666666666667, 'Low Risk'),
(10157, 70, 19, '37:45.8', 36.03417398, 98.46060086087243, 137, 82, 74, 'Female', 93.75117825455457, 1.6448615807125215, 0.10789479959467174, 55, 34.651179393716006, 100.33333333333333, 'High Risk'),
(10158, 86, 19, '36:45.8', 37.434775272922934, 99.97799569246233, 139, 79, 28, 'Male', 97.62660715706323, 1.6968514392447043, 0.05358525, 60, 33.90631201123082, 99, 'High Risk'),
(10159, 81, 12, '35:45.8', 36.87817416332164, 96.79071232390896, 131, 80, 19, 'Female', 98.73713549, 1.9063634574948736, 0.068709749, 51, 27.16871602, 97, 'Low Risk'),
(10160, 96, 16, '34:45.8', 36.35464437451472, 99.04020742104815, 117, 87, 50, 'Female', 85.43397286368776, 1.7273064012898742, 0.063047513, 30, 28.63464725415915, 97, 'High Risk'),
(10161, 80, 17, '33:45.8', 36.278003438617844, 96.82134668107012, 131, 72, 38, 'Male', 50.65791359, 1.7388153807301756, 0.098193735, 59, 16.75484261327792, 91.66666666666666, 'High Risk'),
(10162, 97, 14, '32:45.8', 37.457255645088004, 98.22287620489367, 110, 87, 56, 'Female', 62.74254414351667, 1.725772770749441, 0.093478399, 23, 21.066621870841743, 94.66666666666667, 'High Risk'),
(10163, 78, 17, '31:45.8', 37.362222092422144, 95.19612131474344, 132, 79, 55, 'Male', 53.87210343121648, 1.835177663, 0.10432523268073506, 53, 15.995864028216342, 96.66666666666666, 'High Risk'),
(10164, 78, 13, '30:45.8', 36.62433046380535, 97.20231137813333, 115, 86, 88, 'Male', 67.72335880158394, 1.7785018706494862, 0.13007619153898795, 29, 21.41064923309218, 95.66666666666667, 'Low Risk'),
(10165, 88, 14, '29:45.8', 36.79501465122999, 96.35871444039245, 139, 76, 84, 'Male', 59.22467608290553, 1.8031336730032803, 0.050962102, 63, 18.215741163974563, 97, 'High Risk'),
(10166, 62, 18, '28:45.8', 36.590442668103464, 98.23642141202086, 115, 87, 22, 'Male', 79.79708114190339, 1.877582277644119, 0.12484402758297798, 28, 22.635445741381325, 96.33333333333333, 'Low Risk'),
(10167, 95, 13, '27:45.8', 36.00630046441558, 95.80171599, 117, 71, 82, 'Female', 70.12087302271107, 1.9764381229247052, 0.080739583, 46, 17.950678553286412, 86.33333333333333, 'High Risk'),
(10168, 76, 14, '26:45.8', 37.33553626580329, 98.45765801959995, 130, 80, 50, 'Male', 61.232224319006264, 1.8441822326259076, 0.077141929, 50, 18.00413948, 96.66666666666666, 'High Risk'),
(10169, 74, 17, '25:45.8', 37.234081300100264, 99.44923473146387, 130, 73, 84, 'Female', 62.92153369149436, 1.928630214984028, 0.1380215729467994, 57, 16.91614375292689, 92, 'High Risk'),
(10170, 74, 13, '24:45.8', 36.46624794454203, 97.82351145826563, 122, 81, 73, 'Female', 87.92969692334066, 1.5766257180598178, 0.12621909362672684, 41, 35.37352690581273, 94.66666666666667, 'High Risk'),
(10171, 68, 19, '23:45.8', 37.077049411689586, 99.72482560642337, 131, 82, 75, 'Female', 88.66253754097782, 1.9070097979655376, 0.098230628, 49, 24.38003405618849, 98.33333333333333, 'Low Risk'),
(10172, 65, 15, '22:45.8', 36.10953833574074, 98.51642655596311, 139, 74, 25, 'Male', 60.09981575614826, 1.7083247711600045, 0.13313481675185226, 65, 20.593599574169435, 95.66666666666666, 'Low Risk'),
(10173, 64, 12, '21:45.8', 36.172401329074276, 96.81694254563575, 130, 74, 80, 'Male', 95.38635633246525, 1.7258044415448996, 0.14132473474602072, 56, 32.026029160827896, 92.66666666666666, 'High Risk'),
(10174, 97, 15, '20:45.8', 37.05536236679447, 98.50869231377864, 135, 82, 21, 'Male', 57.98770822861125, 1.6529433939293745, 0.075201252, 53, 21.223645488873576, 99.66666666666666, 'High Risk'),
(10175, 65, 19, '19:45.8', 36.862665156012035, 98.19275948981438, 125, 80, 87, 'Female', 69.59428879074777, 1.6130533764728765, 0.064403967, 45, 26.747064428322584, 95, 'Low Risk'),
(10176, 64, 14, '18:45.8', 37.043994311117366, 97.37931968502113, 122, 81, 41, 'Female', 65.00228881926705, 1.7428213080770834, 0.072226126, 41, 21.400451047967504, 94.66666666666667, 'Low Risk'),
(10177, 74, 14, '17:45.8', 36.75741054538036, 98.21781333038587, 110, 82, 74, 'Male', 72.39550799505443, 1.6860280229193836, 0.07827052, 28, 25.467249475836127, 91.33333333333333, 'Low Risk'),
(10178, 76, 17, '16:45.8', 37.31284174527307, 99.52783202132225, 126, 80, 34, 'Female', 62.797662773721314, 1.670123601721332, 0.14672011139292057, 46, 22.513667796600878, 95.33333333333333, 'Low Risk'),
(10179, 84, 15, '15:45.8', 36.94838936927832, 95.20405981652598, 123, 88, 20, 'Male', 58.92198378940475, 1.5633833956518373, 0.12478924139394112, 35, 24.10717774907411, 99.66666666666667, 'Low Risk'),
(10180, 86, 16, '14:45.8', 36.57632400612301, 99.86496804358413, 137, 71, 21, 'Female', 62.90622502603209, 1.654278152046409, 0.12810837247965884, 66, 22.98669619524653, 93, 'Low Risk'),
(10181, 69, 17, '13:45.8', 36.137668181229515, 98.00744619, 139, 84, 75, 'Female', 98.86566561504061, 1.9616438182037044, 0.13537645407987325, 55, 25.692430275658506, 102.33333333333333, 'Low Risk'),
(10182, 80, 18, '12:45.8', 36.494125095890396, 96.75573722172349, 116, 75, 49, 'Male', 50.11360975, 1.6504105873373982, 0.13726453188238655, 41, 18.39804533801863, 88.66666666666667, 'High Risk'),
(10183, 86, 17, '11:45.8', 37.332793961404676, 95.41217179, 138, 72, 83, 'Male', 58.677200493212844, 1.9637120891223963, 0.086303566, 66, 15.216464524250423, 94, 'High Risk'),
(10184, 60, 17, '10:45.8', 37.49695675598673, 99.58153876894093, 114, 71, 21, 'Female', 68.36450125, 1.8931419616490794, 0.13940129141572583, 43, 19.074988563713685, 85.33333333333333, 'Low Risk'),
(10185, 73, 15, '09:45.8', 36.254608492557416, 95.29041473058376, 119, 81, 52, 'Male', 98.08658956929492, 1.846794088042839, 0.12191412245889889, 38, 28.758927324464327, 93.66666666666667, 'Low Risk'),
(10186, 63, 19, '08:45.8', 37.12421792294445, 96.61202362, 139, 70, 44, 'Male', 89.42720595745979, 1.8499559268618373, 0.14560364966001504, 69, 26.130450552299628, 93, 'Low Risk'),
(10187, 62, 16, '07:45.8', 36.06302857341317, 98.96461697459331, 120, 82, 83, 'Female', 85.33828750211372, 1.6176529375303792, 0.12721334888473124, 38, 32.61168375, 94.66666666666667, 'High Risk'),
(10188, 70, 13, '06:45.8', 37.16509818844449, 97.52850418382738, 116, 71, 86, 'Female', 79.33760942874981, 1.593656790198596, 0.12099782777408724, 45, 31.238452773462683, 86, 'High Risk'),
(10189, 76, 16, '05:45.8', 36.182658420786545, 98.75264810679838, 138, 89, 27, 'Female', 65.69436665, 1.9682293770009307, 0.080412123, 49, 16.95808121362443, 105.33333333333333, 'High Risk'),
(10190, 62, 14, '04:45.8', 36.11664128612689, 98.38758094946648, 137, 80, 86, 'Female', 77.11774925254818, 1.7269979078422173, 0.10440855206807646, 57, 25.85655868, 99, 'Low Risk'),
(10191, 66, 15, '03:45.8', 37.38489439723162, 98.64823705605757, 118, 83, 77, 'Female', 71.23191923263553, 1.586431416381036, 0.11833271756924228, 35, 28.302972050781005, 94.66666666666667, 'Low Risk'),
(10192, 91, 16, '02:45.8', 37.099562308813205, 97.10821788, 127, 84, 84, 'Female', 93.17762211416627, 1.9600109695080432, 0.1137658700155479, 43, 24.254628058830804, 98.33333333333333, 'High Risk'),
(10193, 88, 16, '01:45.8', 36.777318731054606, 96.25807268973887, 122, 85, 46, 'Female', 94.39490055169465, 1.5564278831192553, 0.087463949, 37, 38.96642188247169, 97.33333333333333, 'High Risk'),
(10194, 80, 12, '00:45.8', 37.119345452935086, 98.69087023230425, 110, 82, 89, 'Male', 56.38863638039424, 1.6851613691379113, 0.079531006, 28, 19.856769884024793, 91.33333333333333, 'Low Risk'),
(10195, 66, 14, '59:45.8', 36.91794268795626, 95.14725075824947, 126, 74, 28, 'Male', 53.24252678068328, 1.935790379797638, 0.14578504159190356, 52, 14.208296242096326, 91.33333333333333, 'High Risk'),
(10196, 77, 16, '58:45.8', 36.68712363642204, 96.49865568160276, 118, 86, 54, 'Female', 72.45114051, 1.7809273083033874, 0.0510317, 32, 22.842984222224796, 96.66666666666667, 'Low Risk'),
(10197, 80, 16, '57:45.8', 36.573429347556534, 97.13042101073555, 131, 80, 47, 'Male', 93.91895504717311, 1.954910021737461, 0.1397551430468149, 51, 24.57534967066247, 97, 'Low Risk'),
(10198, 87, 12, '56:45.8', 36.54556099556542, 99.31824799915844, 133, 72, 47, 'Male', 56.59378164231016, 1.6179093339140749, 0.11288255419301245, 61, 21.620232192540882, 92.33333333333333, 'Low Risk'),
(10199, 78, 17, '55:45.8', 37.02947286854946, 95.21293103010373, 125, 74, 55, 'Male', 89.32364330279646, 1.5801457716764684, 0.1320062763685877, 51, 35.77438050221296, 91, 'High Risk'),
(10200, 65, 16, '54:45.8', 37.121988305014064, 97.15908067311315, 123, 73, 44, 'Female', 51.244306349098416, 1.599615307, 0.10603177548031478, 50, 20.02693627668343, 89.66666666666666, 'Low Risk'),
(10201, 79, 18, '53:45.8', 37.32437637729914, 98.68504285306622, 138, 81, 35, 'Female', 51.03405693301893, 1.5159335683072221, 0.12683438398175173, 57, 22.207504251197417, 100, 'Low Risk'),
(10202, 61, 14, '52:45.8', 37.165509513454545, 98.06558973, 112, 85, 30, 'Male', 53.45518689479442, 1.7914380510014856, 0.064061485, 27, 16.65659641809994, 94, 'High Risk'),
(10203, 75, 12, '51:45.8', 36.100466882690135, 96.10515620319865, 127, 70, 50, 'Female', 75.28163885, 1.6788250894059022, 0.065651874, 57, 26.71026292219408, 89, 'Low Risk'),
(10204, 76, 14, '50:45.8', 36.09006747155106, 98.58498473870932, 133, 83, 65, 'Male', 96.60526738301849, 1.6803688437621445, 0.063093956, 50, 34.21303217230696, 99.66666666666666, 'High Risk'),
(10205, 73, 18, '49:45.8', 36.02601291057141, 96.84459519102582, 119, 86, 55, 'Male', 89.65393105818885, 1.623709456, 0.062626857, 33, 34.00577657, 97, 'High Risk'),
(10206, 68, 18, '48:45.8', 36.804977388718456, 96.71143712938385, 126, 82, 86, 'Female', 94.43754728444361, 1.6785865299405738, 0.126881645, 44, 33.516389721888636, 96.66666666666667, 'High Risk'),
(10207, 97, 19, '47:45.8', 36.627658605406275, 95.69911394798757, 139, 70, 35, 'Female', 71.37670768686365, 1.9694380006436938, 0.14782010864036035, 69, 18.402290616098913, 93, 'High Risk'),
(10208, 64, 15, '46:45.8', 36.11985072140499, 96.94537187630765, 118, 74, 42, 'Female', 93.04396243614661, 1.9370600616258695, 0.079039592, 44, 24.797164521810043, 88.66666666666667, 'Low Risk'),
(10209, 90, 13, '45:45.8', 37.34857830547348, 99.05150601146637, 135, 70, 79, 'Female', 90.76420549530297, 1.7837528094589512, 0.12047864880022305, 65, 28.526288499233388, 91.66666666666666, 'Low Risk'),
(10210, 98, 16, '44:45.8', 36.89001813774976, 99.53579095073177, 127, 81, 58, 'Female', 75.02794031427321, 1.9464144120779228, 0.076591932, 46, 19.803976439361172, 96.33333333333333, 'High Risk'),
(10211, 66, 15, '43:45.8', 36.23346675806111, 98.04970371794991, 139, 81, 66, 'Male', 79.06727616028209, 1.5243701219404615, 0.10102072348135804, 58, 34.02639364505489, 100.33333333333333, 'High Risk'),
(10212, 85, 13, '42:45.8', 36.400370378544714, 99.69437535203565, 121, 72, 53, 'Female', 58.64165606, 1.8615614265744527, 0.056260234, 49, 16.92199193437091, 88.33333333333333, 'High Risk'),
(10213, 92, 16, '41:45.8', 36.863144338758374, 96.31457777193661, 120, 79, 38, 'Female', 75.10451685487155, 1.555949385488069, 0.060846823, 41, 31.02238089221741, 92.66666666666667, 'High Risk'),
(10214, 91, 17, '40:45.8', 36.283115637054486, 96.81098663859527, 122, 75, 23, 'Female', 52.24396678641733, 1.7389274696389787, 0.11913057597531311, 47, 17.27719395181778, 90.66666666666667, 'High Risk'),
(10215, 61, 12, '39:45.8', 36.21039063, 97.63260079369974, 134, 73, 30, 'Male', 51.12807237621935, 1.5847521895479229, 0.092189236, 61, 20.35807445, 93.33333333333333, 'Low Risk'),
(10216, 87, 14, '38:45.8', 36.72800538639213, 99.81593128617706, 128, 75, 32, 'Female', 88.77770125368201, 1.7285686839788306, 0.093041889, 53, 29.711912953333623, 92.66666666666666, 'Low Risk'),
(10217, 60, 19, '37:45.8', 36.94735830774769, 98.85806438, 130, 77, 74, 'Male', 85.26340609, 1.8570306083140928, 0.056068419, 53, 24.724331262995413, 94.66666666666666, 'Low Risk'),
(10218, 60, 19, '36:45.8', 36.589487019036184, 99.55519529621603, 110, 86, 54, 'Male', 50.862983072844216, 1.5582036836858024, 0.1125598914609573, 24, 20.948521371520535, 94, 'Low Risk'),
(10219, 75, 15, '35:45.8', 36.80354193160719, 98.32790086754407, 122, 88, 40, 'Male', 63.03557825374425, 1.6013516499891594, 0.12835446424218425, 34, 24.581722855701564, 99.33333333333333, 'Low Risk'),
(10220, 60, 13, '34:45.8', 37.05147868538015, 95.23955929438289, 128, 72, 46, 'Male', 58.89064045987515, 1.5727032409987738, 0.11450577853564699, 56, 23.809633693812163, 90.66666666666666, 'Low Risk'),
(10221, 94, 13, '33:45.8', 36.41258094367863, 99.67847928307391, 120, 76, 87, 'Male', 67.08458584, 1.6374215329616646, 0.1174998995567725, 44, 25.020832082675568, 90.66666666666667, 'High Risk'),
(10222, 99, 18, '32:45.8', 37.10110396430617, 98.37156946898607, 132, 83, 42, 'Female', 97.24717963720462, 1.9500677869369685, 0.055949339, 49, 25.572759730018017, 99.33333333333333, 'High Risk'),
(10223, 86, 13, '31:45.8', 36.54018590462218, 98.68965987370439, 115, 72, 23, 'Male', 53.02319461177737, 1.826309277, 0.068333639, 43, 15.897075606796362, 86.33333333333333, 'High Risk'),
(10224, 93, 14, '30:45.8', 37.329376871534905, 99.81479832308588, 128, 87, 78, 'Male', 98.87283466592729, 1.8060586392452889, 0.071363535, 41, 30.31190922259869, 100.66666666666667, 'High Risk'),
(10225, 61, 16, '29:45.8', 36.33967483763747, 95.72969731283179, 124, 75, 74, 'Female', 69.24275149751895, 1.7430463077856637, 0.10408775587905872, 49, 22.79063714253188, 91.33333333333333, 'Low Risk'),
(10226, 91, 18, '28:45.8', 36.94454905114658, 97.56643209430447, 131, 86, 27, 'Male', 78.62016276824504, 1.786568371523892, 0.078962276, 45, 24.63171529906013, 101, 'High Risk'),
(10227, 86, 17, '27:45.8', 36.938307628473346, 95.52691707347826, 112, 73, 80, 'Female', 70.94326342504849, 1.6184968574347585, 0.071941777, 39, 27.082418281376906, 86, 'Low Risk'),
(10228, 95, 14, '26:45.8', 37.067206319212886, 95.01040798375489, 120, 77, 30, 'Female', 78.86143697575807, 1.6876315259905788, 0.14488574191150377, 43, 27.689137438063558, 91.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(10229, 87, 15, '25:45.8', 37.271347595177566, 95.72790475457629, 125, 78, 73, 'Female', 78.21880108, 1.8689886845683725, 0.1458343926721442, 47, 22.39225395210973, 93.66666666666667, 'Low Risk'),
(10230, 80, 15, '24:45.8', 37.223159789293085, 95.04836375703114, 113, 88, 41, 'Male', 61.40656745423287, 1.876592565064045, 0.1232280211168978, 25, 17.437123314861843, 96.33333333333333, 'High Risk'),
(10231, 79, 16, '23:45.8', 37.31418253991831, 95.11520288, 134, 79, 71, 'Male', 98.19180466939446, 1.8612553185864789, 0.11521018809821486, 55, 28.344143526331933, 97.33333333333333, 'Low Risk'),
(10232, 79, 16, '22:45.8', 37.17916871581266, 98.84135603081327, 125, 74, 88, 'Female', 57.689025668685446, 1.7459879932528788, 0.11769817726732182, 51, 18.92390235085744, 91, 'Low Risk'),
(10233, 69, 19, '21:45.8', 37.38804383207686, 96.33058585440808, 128, 76, 87, 'Male', 90.41196993303019, 1.8090596238892283, 0.090772555, 52, 27.62613758358191, 93.33333333333333, 'Low Risk'),
(10234, 65, 17, '20:45.8', 37.152896001557664, 98.87002947324768, 127, 83, 89, 'Male', 95.38094674997419, 1.970970058390799, 0.13004425186984864, 44, 24.55283104103258, 97.66666666666667, 'Low Risk'),
(10235, 62, 19, '19:45.8', 37.24701830321198, 96.37580441514507, 115, 77, 25, 'Female', 72.56544356347474, 1.5215220101022275, 0.12328622221635706, 38, 31.34536821828455, 89.66666666666667, 'High Risk'),
(10236, 91, 15, '18:45.8', 36.249600750058555, 98.83276813840772, 116, 72, 88, 'Female', 85.74971920835175, 1.5125779535602082, 0.082513165, 44, 37.47979220601881, 86.66666666666667, 'High Risk'),
(10237, 71, 14, '17:45.8', 36.786615638679876, 96.14223852528967, 129, 81, 22, 'Female', 53.04599435158415, 1.7448026864429012, 0.05791368, 48, 17.424485052593617, 97, 'High Risk'),
(10238, 77, 12, '16:45.8', 36.275332200385954, 97.13336132383371, 135, 89, 86, 'Female', 88.90341023492834, 1.5490413656407842, 0.054249026382261194, 46, 37.05035638, 104.33333333333333, 'High Risk'),
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(10415, 97, 15, '19:45.8', 36.625612239611094, 96.78248580090073, 111, 74, 81, 'Male', 70.47885854944575, 1.583455284726855, 0.10451525932676368, 37, 28.109120297417594, 86.33333333333333, 'High Risk'),
(10416, 87, 18, '18:45.8', 36.682183638214894, 95.03072022492812, 126, 84, 41, 'Female', 98.47106627008449, 1.7694262449315237, 0.13660589896264508, 42, 31.45167007611934, 98, 'High Risk'),
(10417, 81, 19, '17:45.8', 37.106846020518276, 98.81837446845127, 113, 83, 46, 'Male', 71.45895623894752, 1.8632873493872717, 0.077545068, 30, 20.58244661589557, 93, 'Low Risk'),
(10418, 85, 16, '16:45.8', 36.402950483101144, 96.05967166019974, 134, 79, 43, 'Male', 95.97292523673627, 1.8616517145093476, 0.1062448365287563, 55, 27.69184314309327, 97.33333333333333, 'Low Risk'),
(10419, 84, 19, '15:45.8', 36.0183008, 99.91466254035456, 118, 86, 22, 'Male', 59.42966214115439, 1.8582115173564968, 0.064930999, 32, 17.211271926034865, 96.66666666666667, 'High Risk'),
(10420, 98, 17, '14:45.8', 36.40082499115472, 97.60249336863086, 121, 79, 19, 'Male', 91.14720690017216, 1.6493617703606405, 0.12655509822674788, 42, 33.50514614417151, 93, 'High Risk'),
(10421, 69, 17, '13:45.8', 36.90427854965716, 96.42886348743815, 138, 71, 47, 'Female', 92.52758020778705, 1.8799300650251989, 0.07212889, 67, 26.18109567196084, 93.33333333333333, 'Low Risk'),
(10422, 69, 13, '12:45.8', 37.12138308038522, 97.50476692221783, 139, 75, 39, 'Female', 66.95829056247307, 1.8400297736448696, 0.12709520153560955, 64, 19.776737850557076, 96.33333333333333, 'Low Risk'),
(10423, 93, 12, '11:45.8', 36.314461390011594, 98.97976743049362, 111, 80, 58, 'Female', 51.74079214812427, 1.571120889763575, 0.076905366, 31, 20.96109022205546, 90.33333333333333, 'High Risk'),
(10424, 72, 12, '10:45.8', 37.37878484, 99.12221231967892, 127, 83, 74, 'Male', 89.96465151675596, 1.5319653691660167, 0.1465548427334047, 44, 38.33310564932929, 97.66666666666667, 'High Risk'),
(10425, 61, 14, '09:45.8', 36.44433689866723, 96.09138964557482, 127, 79, 20, 'Female', 55.821570472500795, 1.5188592855422989, 0.0548697, 48, 24.197303374393165, 95, 'Low Risk'),
(10426, 88, 17, '08:45.8', 36.665507156001844, 96.67960337, 115, 72, 27, 'Female', 60.74667877915863, 1.5429935641161832, 0.078703117, 43, 25.514925782168458, 86.33333333333333, 'Low Risk'),
(10427, 99, 18, '07:45.8', 36.02045921438536, 99.67076246058066, 117, 77, 42, 'Female', 58.58749048046036, 1.5335119608304726, 0.05239109, 40, 24.913260011116993, 90.33333333333333, 'High Risk'),
(10428, 96, 13, '06:45.8', 36.30121640651155, 95.71417514584961, 137, 79, 74, 'Male', 77.80962544316792, 1.6258087267367785, 0.13577599888795377, 58, 29.43705938745712, 98.33333333333333, 'High Risk'),
(10429, 88, 16, '05:45.8', 36.48432785463926, 99.48029087855728, 124, 86, 64, 'Female', 89.92259874837201, 1.7547836005895134, 0.11937132377037397, 38, 29.202613152192587, 98.66666666666667, 'Low Risk'),
(10430, 95, 16, '04:45.8', 37.18700116511474, 96.11441193495344, 139, 87, 69, 'Male', 56.353786401740116, 1.890958290900914, 0.11331183641726203, 52, 15.760108469471518, 104.33333333333333, 'High Risk'),
(10431, 63, 18, '03:45.8', 37.26346004, 99.95233857, 121, 70, 28, 'Male', 80.80734874905974, 1.5050406792560607, 0.14681810521469463, 51, 35.674211356116004, 87, 'High Risk'),
(10432, 88, 18, '02:45.8', 36.89759711128357, 99.01825559, 117, 70, 41, 'Male', 84.86206563937569, 1.783569749543338, 0.1066161271002089, 47, 26.676779747105726, 85.66666666666667, 'Low Risk'),
(10433, 69, 14, '01:45.8', 36.08282380382313, 95.75018665767143, 110, 71, 25, 'Male', 69.08423941511576, 1.8911046741183513, 0.090648784, 39, 19.317363159939042, 84, 'Low Risk'),
(10434, 95, 14, '00:45.8', 36.961807061007285, 98.84099875664224, 129, 87, 82, 'Female', 61.79176795, 1.9928847522091284, 0.066993878, 42, 15.55844727751616, 101, 'High Risk'),
(10435, 66, 15, '59:45.8', 36.14301134143723, 95.92776570232925, 134, 71, 78, 'Female', 53.68712585322691, 1.830629958483774, 0.095095352, 63, 16.02024021619241, 92, 'High Risk'),
(10436, 75, 18, '58:45.8', 36.61542663412077, 97.90780239672009, 125, 71, 73, 'Male', 96.07834469, 1.9352452643409244, 0.05204261, 54, 25.653905188098427, 89, 'Low Risk'),
(10437, 83, 15, '57:45.8', 36.5155104, 95.55358152, 123, 89, 55, 'Male', 74.81284869399806, 1.868125870763023, 0.057791499, 34, 21.436995773265284, 100.33333333333333, 'Low Risk'),
(10438, 77, 12, '56:45.8', 36.44633825059528, 96.13513309, 127, 82, 64, 'Female', 85.83147573423292, 1.524535656030889, 0.055585452554839924, 45, 36.92932820198759, 97, 'High Risk'),
(10439, 98, 19, '55:45.8', 37.15105045317775, 99.99740727253669, 129, 77, 25, 'Male', 60.52638982502307, 1.991054548067763, 0.055155245, 52, 15.26787001561052, 94.33333333333333, 'High Risk'),
(10440, 85, 12, '54:45.8', 36.93041520076518, 95.98248367442831, 111, 75, 26, 'Female', 56.52232296505484, 1.6107019614592537, 0.11763149141328551, 36, 21.78660839179704, 87, 'Low Risk'),
(10441, 66, 12, '53:45.8', 37.46456246672135, 96.62335342446818, 122, 77, 45, 'Female', 59.720777064775795, 1.9991511532984403, 0.13892376303575843, 45, 14.94287578527847, 92, 'High Risk'),
(10442, 77, 17, '52:45.8', 36.109994213772794, 96.91625424, 117, 84, 46, 'Female', 81.97789965176784, 1.7050005376247523, 0.1337747355295617, 33, 28.199911577248344, 95, 'Low Risk'),
(10443, 99, 14, '51:45.8', 36.235723886523104, 99.37181846525446, 110, 85, 84, 'Male', 77.72162047258273, 1.8437955063977374, 0.11405267642303647, 25, 22.862111711995475, 93.33333333333333, 'High Risk'),
(10444, 81, 17, '50:45.8', 36.94250243934664, 98.13487044936036, 116, 86, 38, 'Female', 60.82567904, 1.5750508232378952, 0.057686941, 30, 24.518721570544887, 96, 'Low Risk'),
(10445, 71, 19, '49:45.8', 37.36831834319965, 97.38471240010425, 112, 81, 87, 'Female', 57.82824093818753, 1.515730676, 0.11589502483123706, 31, 25.17073524486171, 91.33333333333333, 'Low Risk'),
(10446, 85, 15, '48:45.8', 36.19162190271354, 97.94812691341843, 123, 72, 48, 'Male', 55.697706671024264, 1.9929996880792284, 0.082249923, 51, 14.022416164886186, 89, 'High Risk'),
(10447, 67, 12, '47:45.8', 36.95039596560272, 98.69927835672694, 134, 83, 83, 'Male', 93.81386002, 1.7997078559651298, 0.11020745763684023, 51, 28.964296245816733, 100, 'Low Risk'),
(10448, 87, 13, '46:45.8', 37.179516468615276, 97.47186813424221, 116, 81, 27, 'Male', 60.55744722320186, 1.747486961572346, 0.13836687743564546, 35, 19.830774278210697, 92.66666666666667, 'Low Risk'),
(10449, 70, 14, '45:45.8', 37.12120621572891, 97.33488322, 110, 70, 33, 'Female', 54.04359809327667, 1.6086035883616576, 0.1326021426583815, 40, 20.885563119842057, 83.33333333333333, 'Low Risk'),
(10450, 72, 14, '44:45.8', 36.41556631072377, 96.33028045, 128, 85, 38, 'Male', 97.22161672881718, 1.9895814415641124, 0.12076982058904927, 43, 24.560623986850608, 99.33333333333333, 'Low Risk'),
(10451, 86, 17, '43:45.8', 36.85688550452361, 95.37453432468067, 121, 79, 21, 'Female', 64.25326020395173, 1.5959725385332546, 0.050679847, 42, 25.225764677918654, 93, 'Low Risk'),
(10452, 70, 13, '42:45.8', 37.03137278746537, 96.32771865459101, 132, 87, 79, 'Male', 86.02635183034059, 1.985436421404976, 0.076561184, 45, 21.82325548784495, 102, 'Low Risk'),
(10453, 96, 13, '41:45.8', 36.09408743, 97.62586309756938, 112, 82, 57, 'Male', 80.14297716, 1.9980950317573807, 0.14366379521939343, 30, 20.073966345530803, 92, 'High Risk'),
(10454, 97, 15, '40:45.8', 36.588312634859136, 95.01031070691425, 130, 71, 89, 'Male', 65.62416156423551, 1.9267621405163275, 0.072302544, 59, 17.676959196813712, 90.66666666666666, 'High Risk'),
(10455, 92, 15, '39:45.8', 36.316110921354074, 99.61421478001229, 132, 89, 64, 'Male', 64.35987066, 1.9679474667065544, 0.11949516880040652, 43, 16.618359919725496, 103.33333333333333, 'High Risk'),
(10456, 65, 14, '38:45.8', 36.75855452320107, 95.84395542355725, 135, 86, 81, 'Male', 77.09398681558758, 1.8417347618306616, 0.11750326306316392, 49, 22.72826763187735, 102.33333333333333, 'Low Risk'),
(10457, 69, 16, '37:45.8', 37.324485142721954, 97.36735184153854, 131, 80, 43, 'Female', 77.43160213652261, 1.8918042160207467, 0.14562347863618647, 51, 21.635446749718263, 97, 'Low Risk'),
(10458, 86, 18, '36:45.8', 36.25821411411519, 96.1316267, 123, 85, 62, 'Female', 78.75132862242863, 1.8587303849588062, 0.14761613844047705, 38, 22.794238738283365, 97.66666666666667, 'Low Risk'),
(10459, 98, 19, '35:45.8', 36.78156642661104, 99.7731892, 121, 75, 26, 'Female', 70.17038498849811, 1.8770421442728802, 0.10698901983990206, 46, 19.916169411883644, 90.33333333333333, 'High Risk'),
(10460, 84, 16, '34:45.8', 37.12572339, 97.64774921, 116, 80, 26, 'Female', 88.37356381, 1.9464989278607754, 0.076473015, 36, 23.324590690566723, 92, 'Low Risk'),
(10461, 64, 18, '33:45.8', 36.43430700300756, 95.38520204830888, 126, 83, 74, 'Female', 86.74179504685812, 1.770557019590188, 0.11569896828446646, 43, 27.669962483372917, 97.33333333333333, 'Low Risk'),
(10462, 70, 18, '32:45.8', 36.21279372965289, 96.68102610656695, 123, 87, 74, 'Female', 92.48906505099623, 1.6214083047641223, 0.1374649764976275, 36, 35.180791259759616, 99, 'High Risk'),
(10463, 90, 17, '31:45.8', 36.81409957235625, 96.23146379767988, 117, 80, 52, 'Female', 63.71649423890058, 1.744980409174456, 0.10788043854534807, 37, 20.92525510694236, 92.33333333333333, 'Low Risk'),
(10464, 85, 15, '30:45.8', 36.52087264568462, 95.35433848, 129, 85, 81, 'Female', 76.89658126945221, 1.6246247211410163, 0.13673936504931644, 44, 29.134053755586674, 99.66666666666667, 'Low Risk'),
(10465, 92, 15, '29:45.8', 36.76467447680344, 97.20953650532242, 137, 77, 52, 'Female', 95.59912286353625, 1.7222705019276021, 0.050399282, 60, 32.22932285, 97, 'High Risk'),
(10466, 87, 12, '28:45.8', 36.20604860181433, 96.38941187562816, 134, 71, 46, 'Male', 80.63828303168057, 1.5204256466449793, 0.14258632082247047, 63, 34.88276471918784, 92, 'High Risk'),
(10467, 85, 13, '27:45.8', 36.298938328521636, 96.90537315616817, 135, 81, 41, 'Female', 89.41860017873697, 1.5522380068870958, 0.1268843281108835, 54, 37.111733494758084, 99, 'High Risk'),
(10468, 87, 18, '26:45.8', 36.948194203030525, 99.59534981298573, 130, 80, 35, 'Male', 66.04150494710308, 1.580491705401531, 0.054310995833771025, 50, 26.43823870722496, 96.66666666666666, 'Low Risk'),
(10469, 62, 17, '25:45.8', 37.20023345603683, 96.69464114851127, 137, 74, 78, 'Female', 83.62577538370103, 1.6495902548829602, 0.053221991, 63, 30.731799632716193, 95, 'High Risk'),
(10470, 74, 12, '24:45.8', 36.53714606872783, 96.78588014288214, 120, 74, 43, 'Female', 94.33276717, 1.5507468360391872, 0.14112929725303885, 46, 39.226609021236676, 89.33333333333333, 'High Risk'),
(10471, 61, 17, '23:45.8', 36.31433838979053, 95.68086036, 119, 76, 83, 'Female', 90.66306530224644, 1.5757073361112965, 0.14143235357627176, 43, 36.51567090821152, 90.33333333333333, 'High Risk'),
(10472, 61, 14, '22:45.8', 36.38728426411378, 99.17660503073627, 121, 86, 27, 'Male', 62.786780868422056, 1.897172745, 0.13612831519025712, 35, 17.44433680909525, 97.66666666666667, 'High Risk'),
(10473, 68, 12, '21:45.8', 36.24681577857107, 96.48828628212648, 121, 81, 47, 'Female', 97.76143860062544, 1.6629196724820257, 0.059570893, 40, 35.35289974065493, 94.33333333333333, 'High Risk'),
(10474, 99, 19, '20:45.8', 36.095538280561534, 96.25230939445748, 136, 83, 21, 'Male', 86.40880141160346, 1.6453528787899996, 0.060067044, 53, 31.918308662819456, 100.66666666666666, 'High Risk'),
(10475, 87, 14, '19:45.8', 36.14725545872739, 99.84046741182834, 111, 77, 45, 'Female', 87.12997490637454, 1.818708111, 0.11117432398974063, 34, 26.341565496210162, 88.33333333333333, 'Low Risk'),
(10476, 68, 12, '18:45.8', 36.77538981211201, 99.15439139649868, 123, 85, 36, 'Female', 53.250778650665005, 1.9828388148355245, 0.14399144501774913, 38, 13.544130791184557, 97.66666666666667, 'High Risk'),
(10477, 81, 14, '17:45.8', 37.34318893, 96.34451904981572, 139, 85, 78, 'Female', 79.85320539, 1.5057491966789645, 0.052277946137165215, 54, 35.219815255137945, 103, 'High Risk'),
(10478, 61, 13, '16:45.8', 36.89086589727422, 99.08738879649381, 136, 75, 31, 'Female', 55.36416780399317, 1.5028093035399948, 0.10395020370842166, 61, 24.51438634438795, 95.33333333333333, 'Low Risk'),
(10479, 64, 13, '15:45.8', 37.433623839347675, 96.75494923850239, 130, 85, 50, 'Male', 53.05023526019968, 1.7400033878287984, 0.091193106, 45, 17.522139212647414, 100, 'High Risk'),
(10480, 77, 13, '14:45.8', 37.215479791092726, 96.97037701243654, 113, 88, 81, 'Male', 83.29182976, 1.9152981856828744, 0.057819231411781295, 25, 22.705423578774226, 96.33333333333333, 'Low Risk'),
(10481, 63, 15, '13:45.8', 36.21564194839838, 98.87389128847595, 113, 81, 68, 'Male', 91.52271496626213, 1.8314399588637764, 0.072877227, 32, 27.286229255659055, 91.66666666666667, 'Low Risk'),
(10482, 90, 15, '12:45.8', 37.06003055945193, 97.60677373566573, 121, 86, 33, 'Female', 78.55977972152237, 1.9347450055888848, 0.10064472674638272, 35, 20.987117237775767, 97.66666666666667, 'Low Risk'),
(10483, 83, 19, '11:45.8', 36.19375374389029, 96.98851706293762, 135, 79, 21, 'Male', 52.211377579378436, 1.8044362281216162, 0.0710335, 56, 16.03548412435468, 97.66666666666666, 'High Risk'),
(10484, 76, 13, '10:45.8', 36.67207921860157, 96.54790568635235, 122, 83, 81, 'Female', 77.65694535224242, 1.8176055895405934, 0.086021035, 39, 23.506122999501017, 96, 'Low Risk'),
(10485, 85, 13, '09:45.8', 36.16629629966003, 95.26055396389519, 129, 72, 71, 'Female', 88.48318295, 1.9267115580831002, 0.1327493453805875, 57, 23.835668212876808, 91, 'Low Risk'),
(10486, 87, 16, '08:45.8', 36.98809261315766, 95.117174, 139, 82, 48, 'Male', 59.91367149501463, 1.5304513418045889, 0.081818588, 57, 25.579195482903554, 101, 'Low Risk'),
(10487, 75, 16, '07:45.8', 36.45315145678185, 97.02605081644556, 114, 73, 71, 'Male', 51.76273032980966, 1.5890667078586524, 0.072575141, 41, 20.499011453378724, 86.66666666666667, 'Low Risk'),
(10488, 84, 18, '06:45.8', 36.04141735785879, 99.67123444071939, 131, 70, 81, 'Female', 51.303877328133005, 1.780863083582047, 0.1028802673690678, 61, 16.176669992687103, 90.33333333333333, 'High Risk'),
(10489, 61, 18, '05:45.8', 37.43210479, 97.49517173901013, 110, 75, 41, 'Female', 96.56399502, 1.749204523, 0.055022149, 35, 31.559785416608833, 86.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(10490, 70, 12, '04:45.8', 37.42011861196737, 98.95994932346046, 135, 81, 19, 'Male', 81.28724246393173, 1.5384123722664882, 0.1086566071400479, 54, 34.34605517023502, 99, 'High Risk'),
(10491, 69, 19, '03:45.8', 37.09910579408138, 96.46547945, 117, 74, 33, 'Male', 51.05345026349036, 1.7144708070192232, 0.14873731687365185, 43, 17.368603798324443, 88.33333333333333, 'High Risk'),
(10492, 69, 18, '02:45.8', 36.457008185785675, 95.11398449112355, 122, 84, 38, 'Male', 63.97902450623671, 1.5691424401666256, 0.071565627, 38, 25.984410971926156, 96.66666666666667, 'Low Risk'),
(10493, 61, 14, '01:45.8', 37.46191777901618, 99.34894847045435, 136, 83, 41, 'Male', 70.26257997, 1.544600249818342, 0.1330520655371909, 53, 29.450447012015797, 100.66666666666666, 'Low Risk'),
(10494, 70, 16, '00:45.8', 37.114196049815874, 96.59661762216354, 123, 87, 30, 'Male', 76.48322156, 1.838387134615125, 0.058081698159468315, 36, 22.630399903797926, 99, 'Low Risk'),
(10495, 89, 16, '59:45.8', 36.898373166665124, 98.26336357817057, 113, 71, 27, 'Male', 70.00999640962021, 1.7155055350993968, 0.1287630728755287, 42, 23.788979281569002, 85, 'Low Risk'),
(10496, 78, 15, '58:45.8', 37.152532248809344, 96.02465961148852, 128, 79, 76, 'Female', 98.18228786419074, 1.696741023111608, 0.11836714352511378, 49, 34.10374148400043, 95.33333333333333, 'High Risk'),
(10497, 72, 17, '57:45.8', 36.70674769969949, 96.13482338800831, 136, 83, 88, 'Female', 59.96493485903808, 1.521191124118379, 0.11898962378660576, 53, 25.91372232336317, 100.66666666666666, 'Low Risk'),
(10498, 60, 13, '56:45.8', 36.58465951679586, 99.13836276222918, 131, 78, 74, 'Female', 81.58249358912217, 1.7801475448074846, 0.095345957, 53, 25.744530510376446, 95.66666666666666, 'Low Risk'),
(10499, 89, 18, '55:45.8', 36.624394641672446, 99.87278581063482, 125, 89, 70, 'Female', 67.66524194, 1.554676484629937, 0.088335499, 36, 27.99532925921977, 101, 'Low Risk'),
(10500, 62, 12, '54:45.8', 36.998510962184405, 99.34823413214784, 136, 76, 88, 'Female', 57.13323348428676, 1.6395615876464202, 0.10827317678924253, 60, 21.253640680970754, 96, 'Low Risk'),
(10501, 65, 13, '53:45.8', 36.01012831629647, 97.83986321360928, 127, 73, 40, 'Female', 69.56198720487413, 1.985108392009242, 0.089418858, 54, 17.65239063415588, 91, 'High Risk'),
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(10678, 97, 12, '56:45.8', 37.43440462718457, 97.01374399005384, 130, 70, 42, 'Female', 53.87000095096254, 1.9210313117999458, 0.13290799087048788, 60, 14.597486955435464, 90, 'High Risk'),
(10679, 78, 15, '55:45.8', 37.22216533581421, 98.92542392409673, 120, 86, 69, 'Male', 92.23820430374539, 1.630584117443063, 0.1221837221333761, 34, 34.691607480536916, 97.33333333333333, 'High Risk'),
(10680, 81, 13, '54:45.8', 37.43066962570025, 98.07676293396304, 122, 75, 81, 'Male', 76.15004379261194, 1.601679813595601, 0.084839227, 47, 29.68374918061496, 90.66666666666667, 'Low Risk'),
(10681, 88, 17, '53:45.8', 36.617706089493275, 98.88434837791615, 129, 87, 35, 'Male', 54.61231522314622, 1.6360958467671902, 0.11072042026174428, 42, 20.402016945473353, 101, 'Low Risk'),
(10682, 67, 18, '52:45.8', 36.784601736621994, 96.15754945, 116, 76, 54, 'Male', 65.22359353893941, 1.9183792847451007, 0.11645740988906451, 40, 17.72294013922652, 89.33333333333333, 'High Risk'),
(10683, 92, 14, '51:45.8', 37.48981381, 98.16843438724804, 138, 75, 65, 'Male', 60.058079560078866, 1.906909705342946, 0.085351099, 63, 16.516239909665497, 96, 'High Risk'),
(10684, 60, 13, '50:45.8', 37.048012319838925, 96.08710718367524, 138, 73, 74, 'Female', 66.76779605246153, 1.6105559762973194, 0.12887911339600958, 65, 25.740406040155673, 94.66666666666666, 'Low Risk'),
(10685, 94, 14, '49:45.8', 37.36156413027425, 96.61665037076676, 130, 86, 62, 'Female', 99.96541095548963, 1.554177968222566, 0.1449096492974195, 44, 41.38550503515271, 100.66666666666667, 'High Risk'),
(10686, 97, 19, '48:45.8', 36.52623353821561, 95.10682091027101, 126, 87, 54, 'Female', 76.16510216720955, 1.736489340425329, 0.14039093557816062, 39, 25.258745992674452, 100, 'High Risk'),
(10687, 88, 18, '47:45.8', 36.203168045454795, 96.44217427019112, 133, 88, 23, 'Male', 89.22141036809913, 1.7194398573676142, 0.11454377502542847, 45, 30.178323157194058, 103, 'High Risk'),
(10688, 89, 13, '46:45.8', 37.07636261080724, 95.71061349577354, 122, 87, 45, 'Male', 72.76172194640907, 1.8921872483786264, 0.13055534384782597, 35, 20.322388316059552, 98.66666666666667, 'Low Risk'),
(10689, 66, 13, '45:45.8', 36.746212873512896, 96.41728922825632, 121, 85, 25, 'Female', 85.55678128265616, 1.9828288763308857, 0.079228218, 36, 21.76125648399317, 97, 'Low Risk'),
(10690, 64, 19, '44:45.8', 36.754535601937334, 97.07367866, 139, 80, 55, 'Male', 83.69851659, 1.757470652456667, 0.13338435735737286, 59, 27.09827200508282, 99.66666666666666, 'Low Risk'),
(10691, 69, 12, '43:45.8', 36.39884987750634, 99.96543499693321, 136, 71, 57, 'Female', 76.51029098, 1.878917418346125, 0.089508481, 65, 21.67227329096301, 92.66666666666666, 'Low Risk'),
(10692, 67, 13, '42:45.8', 36.43121456894589, 99.56357481, 137, 78, 86, 'Female', 93.19665745905482, 1.7537957338312056, 0.10002053160780543, 59, 30.299978326323554, 97.66666666666666, 'High Risk'),
(10693, 78, 12, '41:45.8', 36.75219241, 97.3145488, 126, 85, 88, 'Male', 88.02795095601384, 1.8955521249465555, 0.13639862062408564, 41, 24.49904357, 98.66666666666667, 'Low Risk'),
(10694, 90, 16, '40:45.8', 37.40571242, 97.85146417499064, 115, 88, 87, 'Male', 95.32184693311083, 1.7009656069790962, 0.055787634, 27, 32.945900596260515, 97, 'High Risk'),
(10695, 73, 18, '39:45.8', 36.599316482627195, 97.89929596372058, 121, 75, 65, 'Male', 53.10221842215149, 1.6905756415787674, 0.061798288, 46, 18.579903340960744, 90.33333333333333, 'Low Risk'),
(10696, 85, 15, '38:45.8', 37.49555157493616, 95.12085483197606, 122, 77, 24, 'Male', 81.32000607825515, 1.5829868415409871, 0.05041328, 45, 32.45209904, 92, 'High Risk'),
(10697, 99, 17, '37:45.8', 36.32254064270092, 96.93750059, 136, 79, 86, 'Female', 71.81626558072612, 1.5066959847757566, 0.055875561921224295, 57, 31.635270800023317, 98, 'High Risk'),
(10698, 94, 12, '36:45.8', 37.06165194065069, 99.49896881031289, 129, 84, 81, 'Male', 58.70003455, 1.7845139484026438, 0.11193335169129606, 45, 18.433103562292526, 99, 'High Risk'),
(10699, 80, 18, '35:45.8', 36.54896392918247, 98.1353465, 117, 77, 60, 'Female', 68.29094337, 1.5426527253953977, 0.12757271278151594, 40, 28.696357262810047, 90.33333333333333, 'Low Risk'),
(10700, 84, 14, '34:45.8', 36.40627283125611, 99.85727330792069, 132, 73, 52, 'Male', 87.16502696803383, 1.753677328067245, 0.10753904089775904, 59, 28.342809262863856, 92.66666666666666, 'Low Risk'),
(10701, 75, 15, '33:45.8', 37.35619997, 99.26612034501673, 132, 75, 62, 'Male', 82.65604917, 1.5039178272041676, 0.054405335, 57, 36.544870563432205, 94, 'High Risk'),
(10702, 75, 18, '32:45.8', 36.238093676131655, 97.67164177582951, 118, 70, 31, 'Male', 72.99998465073858, 1.6900250665887362, 0.13635265297338084, 48, 25.558565590638402, 86, 'Low Risk'),
(10703, 81, 15, '31:45.8', 36.19686532001429, 98.65956160222423, 132, 75, 86, 'Male', 50.35114438578453, 1.9327014379939087, 0.054078630616617496, 57, 13.479686943469675, 94, 'High Risk'),
(10704, 66, 15, '30:45.8', 36.58823647823091, 95.41423016769792, 127, 70, 42, 'Male', 75.25455016864345, 1.9938962409012857, 0.088575027, 57, 18.92899928969641, 89, 'Low Risk'),
(10705, 90, 17, '29:45.8', 37.21646876481387, 97.98016024525853, 136, 83, 23, 'Female', 99.66688287801597, 1.9249803486574184, 0.078276477, 53, 26.896655167714325, 100.66666666666666, 'Low Risk'),
(10706, 82, 13, '28:45.8', 36.86815382750397, 97.08612322, 131, 76, 50, 'Female', 89.67217972823205, 1.722083194285089, 0.09330115, 55, 30.237749829380785, 94.33333333333333, 'High Risk'),
(10707, 92, 19, '27:45.8', 37.10983364953322, 96.56687446, 113, 73, 29, 'Male', 65.25684806414426, 1.5746393169755961, 0.085680923, 40, 26.318668333787784, 86.33333333333333, 'High Risk'),
(10708, 78, 18, '26:45.8', 37.117167731677256, 97.64661019260035, 122, 89, 41, 'Female', 52.08726748048008, 1.7255659230021991, 0.084725775, 33, 17.49316786087253, 100, 'High Risk'),
(10709, 70, 13, '25:45.8', 37.11366331054147, 98.48106759905144, 132, 77, 32, 'Male', 64.87665423998574, 1.684404944193969, 0.11733310554297192, 55, 22.866275394065905, 95.33333333333333, 'Low Risk'),
(10710, 89, 15, '24:45.8', 36.22773821491205, 96.47912602161176, 138, 73, 69, 'Male', 60.79792833, 1.5522904160723596, 0.10356284725014989, 65, 25.231485993643545, 94.66666666666666, 'Low Risk'),
(10711, 86, 17, '23:45.8', 37.15585425156259, 98.84060981354611, 111, 80, 23, 'Male', 88.81708013785791, 1.6302390968263902, 0.071790313, 31, 33.41903329930552, 90.33333333333333, 'High Risk'),
(10712, 71, 17, '22:45.8', 36.31857200158623, 98.07842584801398, 118, 84, 86, 'Female', 78.12421507868677, 1.9683226261378315, 0.055308738139740965, 34, 20.16476186, 95.33333333333333, 'Low Risk'),
(10713, 86, 16, '21:45.8', 37.16585416427884, 98.23407651810145, 116, 86, 26, 'Female', 54.40767816698874, 1.8371654149923233, 0.079002399, 30, 16.11994927, 96, 'High Risk'),
(10714, 89, 14, '20:45.8', 37.36179931282916, 98.50158395862664, 124, 71, 24, 'Male', 60.50365334121527, 1.9728304456579804, 0.10785867412627068, 53, 15.545406249984802, 88.66666666666666, 'High Risk'),
(10715, 76, 17, '19:45.8', 37.10810692283331, 96.40179808325297, 111, 70, 60, 'Male', 97.15441837917972, 1.8244125374197047, 0.1458032314885871, 41, 29.188814737083472, 83.66666666666667, 'Low Risk'),
(10716, 68, 13, '18:45.8', 36.885585194491064, 97.90411555267379, 137, 88, 47, 'Male', 55.285239228545954, 1.6962280340511187, 0.14261246188984272, 49, 19.215014649773707, 104.33333333333333, 'Low Risk'),
(10717, 68, 18, '17:45.8', 36.12503198933663, 99.19011611656478, 117, 71, 78, 'Male', 67.37377674, 1.9798312644623814, 0.064852485, 46, 17.18836378740266, 86.33333333333333, 'High Risk'),
(10718, 94, 16, '16:45.8', 36.69618239538971, 97.06749275284264, 120, 76, 44, 'Female', 62.122211645631694, 1.5632914077955977, 0.1416098874678565, 44, 25.419501363678734, 90.66666666666667, 'High Risk'),
(10719, 88, 17, '15:45.8', 36.061228016475994, 97.75039693463378, 119, 80, 77, 'Male', 72.84474281487732, 1.5753441379593016, 0.10538543570727082, 39, 29.352651065794344, 93, 'Low Risk'),
(10720, 98, 14, '14:45.8', 36.911645196550964, 98.12670839996231, 126, 74, 74, 'Female', 97.70393076435138, 1.8932089819719502, 0.060943458, 52, 27.259314098763813, 91.33333333333333, 'High Risk'),
(10721, 60, 15, '13:45.8', 36.06598414903812, 97.22570588786951, 133, 76, 89, 'Male', 70.81510806862264, 1.964241093266368, 0.11769857180119532, 57, 18.354237081069346, 95, 'High Risk'),
(10722, 96, 19, '12:45.8', 37.01842581268691, 95.50076487371238, 127, 83, 82, 'Male', 52.53762012, 1.505985553040735, 0.10288624487201653, 44, 23.16481224708188, 97.66666666666667, 'High Risk'),
(10723, 86, 14, '11:45.8', 37.48210075534596, 99.51564576878144, 121, 78, 26, 'Female', 85.02656222593038, 1.5156581452253928, 0.072721894, 43, 37.01281398513338, 92.33333333333333, 'High Risk'),
(10724, 74, 16, '10:45.8', 36.46634411178553, 95.0503739, 113, 77, 86, 'Male', 54.09635768647115, 1.6215362442109555, 0.10151280180438876, 36, 20.573809027388787, 89, 'Low Risk'),
(10725, 94, 12, '09:45.8', 37.48903293771533, 98.87136225, 126, 79, 44, 'Female', 98.55690110286011, 1.5760117743390751, 0.084125079, 47, 39.679676620097545, 94.66666666666667, 'High Risk'),
(10726, 92, 14, '08:45.8', 36.59120391172464, 98.36511951171826, 111, 71, 52, 'Male', 97.56191098082847, 1.7186923723887313, 0.11773668405777571, 40, 33.028131061732076, 84.33333333333333, 'High Risk'),
(10727, 99, 14, '07:45.8', 36.76340935625901, 98.36225900542823, 114, 88, 85, 'Female', 88.36959897275696, 1.8869386460435644, 0.13290945725681946, 26, 24.819174103940433, 96.66666666666667, 'High Risk'),
(10728, 96, 17, '06:45.8', 36.18144029419514, 96.98102257826562, 139, 80, 85, 'Male', 55.381821965993026, 1.846653692351662, 0.069676381, 59, 16.24038504343132, 99.66666666666666, 'High Risk'),
(10729, 80, 19, '05:45.8', 36.46197131501701, 96.86683221374895, 131, 81, 68, 'Female', 63.63675101420787, 1.7728137920953728, 0.08853119, 50, 20.24798241652891, 97.66666666666666, 'Low Risk'),
(10730, 63, 16, '04:45.8', 37.10907840530503, 97.51034788, 135, 80, 45, 'Female', 98.9766985, 1.8514398428143939, 0.12020384877679799, 55, 28.874452110163244, 98.33333333333333, 'Low Risk'),
(10731, 91, 13, '03:45.8', 36.431326023683845, 96.91611502281155, 120, 88, 81, 'Female', 76.26572531240197, 1.6272872081234522, 0.11450383207939314, 32, 28.800563419235672, 98.66666666666667, 'High Risk'),
(10732, 74, 14, '02:45.8', 36.48784263707813, 95.67930005299384, 135, 73, 46, 'Female', 64.06011709588805, 1.7056839670039943, 0.057773445, 62, 22.01864521424527, 93.66666666666666, 'Low Risk'),
(10733, 61, 19, '01:45.8', 37.30164071469582, 98.46282115024752, 131, 73, 45, 'Female', 91.29199416187708, 1.8201462051816462, 0.11638903400810534, 58, 27.55625181, 92.33333333333333, 'Low Risk'),
(10734, 91, 16, '00:45.8', 36.374277114948484, 95.90151265998415, 115, 80, 61, 'Female', 94.25987639903639, 1.8645223522747816, 0.11397594845398831, 35, 27.1138805, 91.66666666666667, 'High Risk'),
(10735, 92, 18, '59:45.8', 36.10475361463639, 97.0679777, 127, 77, 63, 'Female', 95.24904715820068, 1.6961956382401704, 0.064773503, 50, 33.106155884081915, 93.66666666666666, 'High Risk'),
(10736, 93, 12, '58:45.8', 36.62360206475179, 99.33746541365342, 111, 81, 69, 'Female', 83.99769135654888, 1.901311009, 0.05871862, 30, 23.23598162, 91, 'High Risk'),
(10737, 71, 16, '57:45.8', 36.114038997806865, 97.95028111809201, 132, 89, 67, 'Male', 74.58715232187465, 1.6729054188755534, 0.1023671174944687, 43, 26.651475058588808, 103.33333333333333, 'Low Risk'),
(10738, 70, 14, '56:45.8', 36.68479762977385, 95.31091796611283, 129, 71, 27, 'Female', 70.66976789911249, 1.952714575630848, 0.061814775, 58, 18.533443952642642, 90.33333333333333, 'Low Risk'),
(10739, 72, 16, '55:45.8', 36.70691872768156, 96.04162069628305, 138, 79, 30, 'Female', 69.25032829177394, 1.9041245280597099, 0.061759335297460485, 59, 19.09990212101581, 98.66666666666666, 'Low Risk'),
(10740, 62, 13, '54:45.8', 36.32890036772821, 95.35909961442972, 139, 78, 57, 'Female', 53.98227476022596, 1.9564483939578674, 0.069703967, 61, 14.103093581856166, 98.33333333333333, 'High Risk'),
(10741, 65, 16, '53:45.8', 36.611045398424935, 95.76784523403884, 119, 89, 46, 'Male', 50.80016712035467, 1.9632737350912464, 0.10977818113402787, 30, 13.17963636, 99, 'High Risk'),
(10742, 75, 18, '52:45.8', 36.99710076295392, 96.27984489440628, 139, 78, 61, 'Male', 51.01826227238128, 1.506271273902337, 0.080437814, 61, 22.486365968314622, 98.33333333333333, 'Low Risk'),
(10743, 83, 17, '51:45.8', 36.77475642505074, 95.41320337179896, 115, 88, 71, 'Male', 94.72511506, 1.890344860476853, 0.065429767, 27, 26.508372194676664, 97, 'Low Risk'),
(10744, 88, 19, '50:45.8', 36.680414157922264, 99.17782039522749, 111, 72, 65, 'Male', 73.21456205020996, 1.7907648661223747, 0.1329956906465844, 39, 22.83075841517214, 85, 'Low Risk'),
(10745, 74, 19, '49:45.8', 36.03990980240197, 97.56030454841859, 115, 76, 69, 'Male', 78.42999300576324, 1.7412379378353569, 0.064746575, 39, 25.86818358301275, 89, 'Low Risk'),
(10746, 80, 12, '48:45.8', 36.62013459669393, 99.86425198, 134, 85, 60, 'Female', 60.69855712986896, 1.631018305445235, 0.12265833240634498, 49, 22.817113196717063, 101.33333333333333, 'Low Risk'),
(10747, 65, 19, '47:45.8', 37.49683595969244, 95.22321440165403, 124, 89, 86, 'Female', 72.41850549546695, 1.6034971009807486, 0.056002118424793856, 35, 28.165223369509913, 100.66666666666667, 'Low Risk'),
(10748, 80, 17, '46:45.8', 37.32937015536934, 99.34248940913544, 136, 77, 55, 'Male', 75.13959367, 1.646157515365338, 0.075571102, 59, 27.72848004, 96.66666666666666, 'Low Risk'),
(10749, 96, 15, '45:45.8', 36.860658490111454, 98.31025701, 128, 77, 31, 'Male', 53.934743543565205, 1.989575591363346, 0.11842504107463929, 51, 13.625351961614351, 94, 'High Risk'),
(10750, 90, 17, '44:45.8', 36.994032782863506, 97.85484984, 117, 75, 73, 'Female', 78.72519194, 1.749028739565726, 0.12041177712466432, 42, 25.734743068571575, 89, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(10751, 61, 17, '43:45.8', 36.03587843, 98.52823683317865, 137, 77, 81, 'Male', 98.46141194745036, 1.5158556544917867, 0.14335073395132206, 60, 42.849954302865655, 97, 'High Risk'),
(10752, 97, 14, '42:45.8', 36.14604689983231, 99.06089887261504, 136, 81, 82, 'Female', 97.92464403181853, 1.5018996211600493, 0.14552397252502458, 55, 43.412039152143855, 99.33333333333333, 'High Risk'),
(10753, 82, 13, '41:45.8', 36.330764489990905, 97.55781120922997, 139, 89, 33, 'Female', 88.82219252, 1.5188552862155147, 0.12008442095272479, 50, 38.502479222674616, 105.66666666666666, 'High Risk'),
(10754, 82, 13, '40:45.8', 36.619270708986235, 96.74681497951765, 133, 70, 81, 'Male', 92.27369846444165, 1.8263719895805155, 0.094724364, 63, 27.66301118182978, 91, 'Low Risk'),
(10755, 97, 14, '39:45.8', 36.94554106645963, 96.06891062483922, 128, 79, 50, 'Male', 66.7277087, 1.7449211580440993, 0.12394120840221008, 49, 21.915662054138398, 95.33333333333333, 'High Risk'),
(10756, 75, 13, '38:45.8', 36.388949942129905, 96.72306580752644, 113, 77, 30, 'Female', 93.02619711148809, 1.9623453330535545, 0.065881448, 36, 24.157633813455643, 89, 'Low Risk'),
(10757, 80, 12, '37:45.8', 36.825401909442405, 99.41852062608515, 130, 74, 24, 'Female', 74.03626952, 1.8115053464546476, 0.13131232674369575, 56, 22.561360625708446, 92.66666666666666, 'Low Risk'),
(10758, 70, 16, '36:45.8', 36.43800377805501, 97.62194140329913, 139, 87, 25, 'Male', 91.26601580335992, 1.5555060983109472, 0.10536901969417242, 52, 37.71947642318683, 104.33333333333333, 'High Risk'),
(10759, 96, 18, '35:45.8', 37.01306029409883, 97.47738847632054, 121, 88, 63, 'Female', 79.06112101140994, 1.8379031456674952, 0.12644325692933706, 33, 23.40548936103395, 99, 'High Risk'),
(10760, 95, 19, '34:45.8', 37.333781393130074, 98.49741898656774, 123, 73, 28, 'Male', 54.71814573188133, 1.5705862068287701, 0.053360305783142985, 50, 22.18236328745959, 89.66666666666666, 'High Risk'),
(10761, 74, 15, '33:45.8', 37.357271637509534, 95.10626840833945, 124, 72, 63, 'Female', 66.47357505639792, 1.8897197739589429, 0.056195606, 52, 18.614621991421913, 89.33333333333333, 'Low Risk'),
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(10943, 74, 16, '31:45.8', 36.889298950022685, 99.06396426177271, 119, 80, 79, 'Male', 74.62443333157547, 1.7003569109586734, 0.058738044079925424, 39, 25.810764274030532, 93, 'Low Risk'),
(10944, 71, 14, '30:45.8', 36.21762105607091, 97.09050247580396, 116, 84, 73, 'Female', 81.37129147943057, 1.5145841990060722, 0.1420326451515624, 32, 35.47189298182279, 94.66666666666667, 'High Risk'),
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(10950, 74, 17, '24:45.8', 36.743100919029466, 98.28489357592392, 131, 81, 85, 'Female', 96.41975571, 1.676553623822203, 0.12187153227193888, 50, 34.302923076304346, 97.66666666666666, 'High Risk'),
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(10952, 70, 17, '22:45.8', 36.93641700423266, 98.73116365130143, 116, 82, 46, 'Male', 50.802100051222396, 1.8019076228513538, 0.051795253, 34, 15.646478957532649, 93.33333333333333, 'High Risk'),
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(10954, 83, 14, '20:45.8', 36.34342509486869, 95.82710985664258, 128, 77, 38, 'Female', 95.89234753406322, 1.7084629249720638, 0.12397224269469131, 51, 32.85283354862103, 94, 'High Risk'),
(10955, 62, 13, '19:45.8', 37.42878191311598, 97.90069707539753, 119, 84, 84, 'Female', 72.90765335868538, 1.6606189866977583, 0.054189114, 35, 26.438275375834888, 95.66666666666667, 'Low Risk'),
(10956, 82, 12, '18:45.8', 37.11117338349403, 96.33543174238203, 135, 83, 33, 'Male', 82.39596979684626, 1.9932085903848304, 0.13811838257529474, 52, 20.739604453852188, 100.33333333333333, 'Low Risk'),
(10957, 78, 19, '17:45.8', 36.81620471, 97.86773722550876, 125, 81, 66, 'Male', 78.21781588025584, 1.745223914711974, 0.079835282, 44, 25.68049400370537, 95.66666666666667, 'Low Risk'),
(10958, 76, 18, '16:45.8', 36.03876567041321, 98.01696761690869, 112, 75, 82, 'Male', 83.90191279, 1.990006863178578, 0.083007836, 37, 21.186670554323594, 87.33333333333333, 'Low Risk'),
(10959, 62, 14, '15:45.8', 36.05673554774763, 99.87643906, 112, 71, 55, 'Male', 94.47872458528721, 1.8931529509473788, 0.12865151793198276, 41, 26.361044629964447, 84.66666666666667, 'Low Risk'),
(10960, 68, 19, '14:45.8', 36.93729756620384, 99.86685811551943, 121, 74, 78, 'Female', 90.96461831137142, 1.516821175140576, 0.051900167292635996, 47, 39.537002102010476, 89.66666666666667, 'High Risk'),
(10961, 81, 19, '13:45.8', 36.344399472840195, 99.97070968078938, 120, 85, 27, 'Female', 92.68706659, 1.938418720856044, 0.070352268, 35, 24.66743239481626, 96.66666666666667, 'Low Risk'),
(10962, 95, 16, '12:45.8', 36.76784182, 96.95741305556446, 111, 72, 55, 'Male', 88.37860634852305, 1.7830308889087574, 0.1382946557525082, 39, 27.799015461553356, 85, 'High Risk'),
(10963, 71, 14, '11:45.8', 36.82448545645967, 95.74405786, 125, 89, 70, 'Male', 71.84388997061407, 1.8282190639624685, 0.07743454, 36, 21.494798215903472, 101, 'Low Risk'),
(10964, 75, 15, '10:45.8', 37.06957062997335, 98.20107321809769, 130, 82, 59, 'Female', 71.96989217689429, 1.9092115915674008, 0.10277265097289123, 48, 19.74434482235518, 98, 'Low Risk'),
(10965, 80, 19, '09:45.8', 36.017447017531246, 97.58113059, 120, 73, 80, 'Male', 78.76440665191828, 1.5553103560453265, 0.14899125854514012, 47, 32.56086084098313, 88.66666666666667, 'High Risk'),
(10966, 82, 17, '08:45.8', 36.24208813, 96.87526792700353, 110, 74, 35, 'Male', 89.44026382255922, 1.8249179945933809, 0.1496366488927349, 36, 26.856311432824814, 86, 'Low Risk'),
(10967, 97, 16, '07:45.8', 36.87103615266621, 98.86697081483034, 110, 80, 73, 'Female', 87.33581245727638, 1.6637968267510261, 0.11589354687854221, 30, 31.54944918428146, 90, 'High Risk'),
(10968, 85, 17, '06:45.8', 36.352132625975734, 97.61951904984083, 119, 80, 64, 'Male', 79.17395797846598, 1.525575114476709, 0.070689681, 39, 34.01850036180238, 93, 'High Risk'),
(10969, 67, 18, '05:45.8', 37.147526215196955, 98.35982178163542, 113, 79, 33, 'Male', 55.39793081442273, 1.5965345638391752, 0.1213221593266037, 34, 21.733861404930543, 90.33333333333333, 'Low Risk'),
(10970, 84, 14, '04:45.8', 36.79586800568571, 99.95328467, 116, 74, 80, 'Female', 62.80074899798453, 1.702787760090173, 0.1056701182719322, 42, 21.65926844310508, 88, 'Low Risk'),
(10971, 75, 14, '03:45.8', 37.126011037642044, 97.092287, 139, 87, 29, 'Female', 53.323287005928485, 1.6952487720533143, 0.13606692626929884, 52, 18.55453333274827, 104.33333333333333, 'Low Risk'),
(10972, 71, 15, '02:45.8', 37.31880606346185, 95.17141169863946, 123, 80, 64, 'Male', 86.64375293224259, 1.667574623749318, 0.092723531, 43, 31.15779388106802, 94.33333333333333, 'High Risk'),
(10973, 83, 12, '01:45.8', 37.03591537028553, 98.48909979380593, 127, 89, 41, 'Male', 61.33481659, 1.9058588003082337, 0.054125888, 38, 16.885954987850315, 101.66666666666667, 'High Risk'),
(10974, 85, 15, '00:45.8', 36.24344551105068, 99.82931794, 132, 71, 53, 'Female', 63.83516773054906, 1.9523111517211846, 0.0608243, 61, 16.74796072778313, 91.33333333333333, 'High Risk'),
(10975, 92, 17, '59:45.8', 36.34208668413548, 97.61964867182112, 120, 77, 76, 'Male', 52.27660604617506, 1.8980123545520313, 0.069919818, 43, 14.511400023448308, 91.33333333333333, 'High Risk'),
(10976, 83, 13, '58:45.8', 36.143797300328046, 99.04618471756415, 120, 70, 87, 'Male', 70.76283662938715, 1.9744613862586187, 0.092862675, 50, 18.151308755306832, 86.66666666666666, 'High Risk'),
(10977, 99, 16, '57:45.8', 37.30509718488216, 95.58761146884358, 139, 78, 35, 'Male', 55.74180935862199, 1.7454933839796176, 0.066675404, 61, 18.295515364405503, 98.33333333333333, 'High Risk'),
(10978, 78, 12, '56:45.8', 37.38228898367218, 97.88635302502226, 117, 89, 18, 'Male', 58.37817559464166, 1.8816564095112442, 0.10339664240389211, 28, 16.488071808604463, 98.33333333333333, 'High Risk'),
(10979, 95, 15, '55:45.8', 36.264864595522084, 96.19187304573764, 126, 78, 88, 'Female', 70.92437289, 1.834252268449921, 0.061165782, 48, 21.080328523800596, 94, 'High Risk'),
(10980, 93, 15, '54:45.8', 36.12144766755422, 99.78647861, 139, 87, 70, 'Female', 84.66614049, 1.6738533379147535, 0.075059609, 52, 30.218642965236633, 104.33333333333333, 'High Risk'),
(10981, 71, 15, '53:45.8', 36.522206818598924, 98.99443022114203, 136, 77, 68, 'Male', 74.72154765586329, 1.5180560876615041, 0.11367328858828608, 59, 32.424271187370294, 96.66666666666666, 'High Risk'),
(10982, 94, 19, '52:45.8', 36.662443776102194, 96.78457492597755, 118, 81, 22, 'Female', 51.38048907861279, 1.9172036362403793, 0.07088689, 37, 13.978537821557659, 93.33333333333333, 'High Risk'),
(10983, 87, 16, '51:45.8', 36.79894567892812, 98.19720021, 116, 76, 55, 'Female', 72.28388617351665, 1.9435784984402398, 0.11142615683135226, 40, 19.135390156428322, 89.33333333333333, 'Low Risk'),
(10984, 74, 17, '50:45.8', 36.67433151375622, 97.43433600944716, 117, 80, 52, 'Female', 87.19110709695283, 1.7605107192694778, 0.11498526894480995, 37, 28.131626626642355, 92.33333333333333, 'Low Risk'),
(10985, 63, 18, '49:45.8', 37.23964422922986, 99.98332197602615, 117, 75, 61, 'Female', 81.75813396576217, 1.9447787133651497, 0.13625533786599753, 42, 21.61675926590606, 89, 'Low Risk'),
(10986, 68, 14, '48:45.8', 37.22760532397348, 95.82477833068592, 112, 87, 23, 'Male', 54.17784787576308, 1.621263290432489, 0.12712399696536247, 25, 20.61173977792194, 95.33333333333333, 'Low Risk'),
(10987, 61, 16, '47:45.8', 37.474909922953294, 95.18173639047801, 113, 81, 59, 'Female', 51.57769829973834, 1.5609809354124877, 0.13222359302542314, 32, 21.167363094060764, 91.66666666666667, 'Low Risk'),
(10988, 68, 16, '46:45.8', 36.17429340233394, 95.97535519656346, 110, 87, 53, 'Female', 77.71473737728635, 1.5444073156624611, 0.10264580101834662, 23, 32.58214585019684, 94.66666666666667, 'High Risk'),
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(10990, 73, 15, '44:45.8', 37.362359604356406, 96.02381715185068, 136, 86, 68, 'Female', 79.83415234814103, 1.5121291323236103, 0.086812424, 50, 34.91491245833841, 102.66666666666666, 'High Risk'),
(10991, 62, 18, '43:45.8', 36.53508715442601, 96.42396208566959, 130, 89, 30, 'Male', 87.53381999, 1.6344231629974415, 0.10678027061348583, 41, 32.767768341255305, 102.66666666666667, 'High Risk'),
(10992, 68, 13, '42:45.8', 37.06486065, 99.04174485984765, 125, 85, 84, 'Female', 87.15912381207355, 1.7312102087765258, 0.1191470580720195, 40, 29.08126185348343, 98.33333333333333, 'Low Risk'),
(10993, 79, 18, '41:45.8', 36.92067121082512, 96.99728910498614, 118, 85, 37, 'Male', 88.47730184830996, 1.575966196709046, 0.082887314, 33, 35.623622030459096, 96, 'High Risk'),
(10994, 72, 12, '40:45.8', 36.169616163845035, 97.57750287159018, 137, 77, 72, 'Male', 52.73006165, 1.829394070083639, 0.13233189448623972, 60, 15.755919203313537, 97, 'High Risk'),
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(10998, 81, 12, '36:45.8', 36.83446918104826, 99.48758163746983, 135, 83, 73, 'Female', 94.74936434946164, 1.5954131787851988, 0.14361067700851127, 52, 37.22459271443103, 100.33333333333333, 'High Risk'),
(10999, 76, 18, '35:45.8', 37.19896492, 96.98655772355724, 138, 76, 20, 'Female', 93.68465168126954, 1.6811549555326044, 0.051223435, 62, 33.14766615456848, 96.66666666666666, 'High Risk'),
(11000, 98, 12, '34:45.8', 36.81610622005912, 99.06469084, 139, 86, 58, 'Male', 85.64873814440693, 1.6105863909533191, 0.081670328, 53, 33.01816387933136, 103.66666666666666, 'High Risk'),
(11001, 64, 16, '33:45.8', 37.466106259007844, 99.45197008626752, 133, 70, 35, 'Female', 80.42896230322106, 1.9256262782892501, 0.13868778174383178, 63, 21.69044477390721, 91, 'Low Risk'),
(11002, 91, 17, '32:45.8', 36.784401443661835, 99.19991803729492, 117, 72, 24, 'Male', 60.03668248326703, 1.827316760650303, 0.05573102, 45, 17.979971976341442, 87, 'High Risk'),
(11003, 83, 18, '31:45.8', 37.34662394276756, 97.95614955682136, 119, 73, 24, 'Female', 63.28286140345081, 1.635712979448185, 0.065936673, 46, 23.652219915034667, 88.33333333333333, 'Low Risk'),
(11004, 95, 17, '30:45.8', 36.88787807229297, 99.00006952, 119, 79, 75, 'Male', 65.27642278083499, 1.6457569320681527, 0.14721232792355615, 40, 24.10043939, 92.33333333333333, 'High Risk'),
(11005, 75, 12, '29:45.8', 37.235440863980195, 95.49124771418879, 137, 72, 43, 'Female', 77.51544168068328, 1.5767315552627923, 0.066789547, 65, 31.17975565208677, 93.66666666666666, 'High Risk'),
(11006, 77, 12, '28:45.8', 36.65436498665979, 98.99144881279653, 122, 76, 24, 'Female', 69.16134423632263, 1.7018429297107636, 0.1254056687634713, 46, 23.879458607487273, 91.33333333333333, 'Low Risk'),
(11007, 71, 14, '27:45.8', 37.124925456810644, 97.09330463842325, 129, 80, 86, 'Male', 89.48361020052499, 1.9216589719925474, 0.13890414871212972, 49, 24.23208933819746, 96.33333333333333, 'Low Risk'),
(11008, 93, 17, '26:45.8', 37.26747355953604, 95.69508415027845, 115, 76, 61, 'Female', 77.52775545220922, 1.9056350431256521, 0.078147675, 39, 21.349010438437883, 89, 'High Risk'),
(11009, 81, 18, '25:45.8', 36.655087599865254, 96.15531907243788, 136, 82, 67, 'Male', 83.78254536, 1.5637679586172155, 0.14441820297364383, 54, 34.26170171834445, 100, 'High Risk'),
(11010, 84, 19, '24:45.8', 36.792052777934664, 96.68625891, 118, 76, 40, 'Female', 61.90073508559196, 1.5237720884306802, 0.098119972, 42, 26.659731925135603, 90, 'Low Risk'),
(11011, 74, 15, '23:45.8', 36.00814390521776, 98.64623132063721, 123, 79, 47, 'Male', 58.17516151934795, 1.599150429, 0.1236576225340449, 44, 22.748824477989178, 93.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(11012, 77, 13, '22:45.8', 36.085100521809004, 99.31165708839661, 132, 78, 42, 'Female', 70.56174187430634, 1.6535708083554759, 0.13178456956615775, 54, 25.806178658415654, 96, 'Low Risk'),
(11013, 96, 16, '21:45.8', 36.98492336075246, 97.07528292, 128, 73, 45, 'Male', 62.080330346282004, 1.9362638471013793, 0.12849465375848695, 55, 16.558650741976386, 91.33333333333333, 'High Risk'),
(11014, 89, 14, '20:45.8', 37.310138483654136, 96.46136655122827, 130, 84, 82, 'Female', 76.27623594488011, 1.9148779510731475, 0.099148103, 46, 20.802094095563167, 99.33333333333333, 'Low Risk'),
(11015, 91, 14, '19:45.8', 36.16416621102953, 96.53120476, 119, 75, 31, 'Male', 65.56898280965721, 1.982066897774891, 0.067344406, 44, 16.690211087067663, 89.66666666666667, 'High Risk'),
(11016, 65, 13, '18:45.8', 37.12900113637244, 99.43572717266186, 132, 78, 86, 'Male', 80.11100402, 1.5899640547090694, 0.086853318, 54, 31.689658755837414, 96, 'High Risk'),
(11017, 97, 17, '17:45.8', 36.501228358138256, 98.45423573122169, 116, 73, 74, 'Male', 60.084016274962316, 1.7310268112069167, 0.13851534057499656, 43, 20.051707739170435, 87.33333333333333, 'High Risk'),
(11018, 62, 13, '16:45.8', 36.65796985213268, 99.06125903646901, 125, 76, 39, 'Female', 81.84535505740195, 1.556419222426139, 0.09219796, 49, 33.78631799574046, 92.33333333333333, 'High Risk'),
(11019, 89, 18, '15:45.8', 36.902292676927125, 99.06349076357098, 129, 77, 21, 'Male', 68.83558701037573, 1.5262422411574021, 0.1294919029921235, 52, 29.550584940755964, 94.33333333333333, 'Low Risk'),
(11020, 91, 15, '14:45.8', 37.42104526585732, 97.55085459309828, 139, 76, 19, 'Female', 87.20548988593268, 1.660686180220329, 0.087448539, 63, 31.620496358407976, 97, 'High Risk'),
(11021, 94, 12, '13:45.8', 37.373166936019835, 99.88458887053628, 135, 73, 54, 'Female', 92.67200086185403, 1.7668171436916165, 0.1428060768476474, 62, 29.68693288373679, 93.66666666666666, 'High Risk'),
(11022, 63, 12, '12:45.8', 36.237246397057945, 97.52075115412431, 122, 84, 73, 'Male', 79.89915584994583, 1.6591496483021964, 0.061728722, 38, 29.024922733561223, 96.66666666666667, 'Low Risk'),
(11023, 72, 18, '11:45.8', 36.75562023068622, 99.27838079061443, 129, 82, 88, 'Female', 95.71114374933748, 1.7451981837171884, 0.14691612239985657, 47, 31.42483467, 97.66666666666667, 'High Risk'),
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(11201, 85, 14, '13:45.8', 37.48300902545525, 95.56676763510053, 114, 87, 27, 'Male', 74.29663596515815, 1.6939902799535844, 0.087916726, 27, 25.890910411520828, 96, 'Low Risk'),
(11202, 77, 17, '12:45.8', 36.013297856157465, 99.08863820752472, 118, 82, 21, 'Male', 56.175674802895976, 1.662584703970686, 0.071135555, 36, 20.32266867, 94, 'Low Risk'),
(11203, 99, 17, '11:45.8', 36.024628954858905, 97.11732629815107, 116, 83, 88, 'Male', 50.49009651, 1.6704938532236415, 0.079925234, 33, 18.093243871737325, 94, 'High Risk'),
(11204, 86, 16, '10:45.8', 37.47147133739773, 95.50089105741588, 138, 78, 75, 'Female', 54.587070726501494, 1.7718190044354674, 0.059139509587707265, 60, 17.388057931742434, 98, 'High Risk'),
(11205, 72, 18, '09:45.8', 36.45698905399229, 97.68565936475623, 132, 80, 41, 'Male', 77.37121009300527, 1.755208990151487, 0.1307522225652247, 52, 25.11433714, 97.33333333333333, 'Low Risk'),
(11206, 73, 17, '08:45.8', 36.054757581938226, 96.71411713858505, 113, 82, 86, 'Female', 55.001757712634486, 1.7755260844132104, 0.13563990350422647, 31, 17.447068040607515, 92.33333333333333, 'High Risk'),
(11207, 98, 15, '07:45.8', 37.380566754285326, 95.59267458281768, 125, 89, 37, 'Male', 84.52890115996065, 1.9945287096775575, 0.10772087928030466, 36, 21.248322011354663, 101, 'High Risk'),
(11208, 88, 15, '06:45.8', 37.17768447214697, 97.48194686185329, 121, 80, 20, 'Female', 94.89272996008452, 1.649060501561159, 0.14695871240486227, 41, 34.894723539524605, 93.66666666666667, 'High Risk'),
(11209, 84, 19, '05:45.8', 36.90780243165811, 98.02637669432914, 126, 74, 48, 'Female', 76.09690921308074, 1.9731352581952535, 0.059812733193191775, 52, 19.545793375778103, 91.33333333333333, 'Low Risk'),
(11210, 63, 15, '04:45.8', 36.669244406765145, 96.54104644608057, 119, 75, 81, 'Female', 56.15831320778162, 1.5113972382689302, 0.1459682830727148, 44, 24.58424107907282, 89.66666666666667, 'Low Risk'),
(11211, 84, 18, '03:45.8', 37.34509459046659, 98.09874837126831, 111, 75, 74, 'Female', 68.96419043935587, 1.9260128157911298, 0.12123076735603988, 36, 18.591109002907395, 87, 'Low Risk'),
(11212, 89, 17, '02:45.8', 37.48923893865285, 95.98830000620171, 139, 74, 25, 'Female', 85.19672647, 1.7471686339152368, 0.13175718682521725, 65, 27.90957731923694, 95.66666666666666, 'Low Risk'),
(11213, 64, 18, '01:45.8', 36.164563672117815, 98.38495265, 123, 89, 34, 'Male', 89.90706999654165, 1.6990286787263842, 0.079481606, 34, 31.145293323312096, 100.33333333333333, 'High Risk'),
(11214, 69, 17, '00:45.8', 36.831936325512125, 97.72149624921941, 125, 80, 73, 'Female', 80.55261131, 1.7021611442257831, 0.1377737005758934, 45, 27.802143377355495, 95, 'Low Risk'),
(11215, 64, 12, '59:45.8', 36.10945896896872, 98.29950304521796, 116, 81, 20, 'Male', 85.32747517102788, 1.7179369845861243, 0.101486566, 35, 28.911753743814014, 92.66666666666667, 'Low Risk'),
(11216, 97, 13, '58:45.8', 36.72535629709206, 95.40078046, 134, 74, 30, 'Male', 69.13363538341724, 1.8828256422457352, 0.10923050081304352, 60, 19.50155248256867, 94, 'High Risk'),
(11217, 62, 15, '57:45.8', 36.041110312303395, 97.80815552447295, 117, 88, 74, 'Male', 97.65794112, 1.9944299898309994, 0.050610499, 29, 24.551044423690858, 97.66666666666667, 'Low Risk'),
(11218, 82, 19, '56:45.8', 37.43521014824466, 98.71277567072497, 132, 89, 41, 'Female', 84.90633769962898, 1.9040386541566825, 0.13121888085611277, 43, 23.420091476921687, 103.33333333333333, 'Low Risk'),
(11219, 68, 13, '55:45.8', 37.09771779368475, 97.10005671, 135, 79, 34, 'Female', 83.01765359734999, 1.9322596736334892, 0.053052448, 56, 22.235119810495227, 97.66666666666666, 'Low Risk'),
(11220, 60, 19, '54:45.8', 36.264078487402514, 95.37249447196174, 127, 80, 41, 'Female', 63.91727893915986, 1.5264184860221883, 0.099268402, 47, 27.432857279830646, 95.66666666666667, 'Low Risk'),
(11221, 65, 12, '53:45.8', 36.70032717047524, 99.69635174076043, 134, 71, 40, 'Male', 63.33647363711758, 1.6698545056588674, 0.053399865, 63, 22.714156522508613, 92, 'Low Risk'),
(11222, 72, 14, '52:45.8', 36.376656521187655, 99.76622782382819, 134, 87, 76, 'Female', 95.67761875, 1.8942809264338152, 0.10771594633555862, 47, 26.663771886281737, 102.66666666666667, 'Low Risk'),
(11223, 78, 14, '51:45.8', 37.24533305261005, 96.53318820537743, 117, 82, 71, 'Female', 93.88261977459712, 1.553946626376782, 0.065651354, 35, 38.87881362516554, 93.66666666666667, 'High Risk'),
(11224, 70, 19, '50:45.8', 36.09511353049275, 97.48206428690493, 116, 72, 51, 'Male', 62.074813733002955, 1.6109358902530684, 0.10844812414684082, 44, 23.919875253390753, 86.66666666666667, 'Low Risk'),
(11225, 87, 12, '49:45.8', 36.50217602489609, 97.85397103, 118, 75, 22, 'Female', 73.48925935089278, 1.6623943125722684, 0.1232126106045245, 43, 26.592292654630903, 89.33333333333333, 'Low Risk'),
(11226, 62, 14, '48:45.8', 37.028585400875755, 99.59044495888978, 136, 89, 19, 'Female', 89.04533972243163, 1.7418222033987998, 0.11637408035586258, 47, 29.349692168802623, 104.66666666666667, 'Low Risk'),
(11227, 74, 15, '47:45.8', 36.66839333528389, 99.19919983310095, 114, 78, 47, 'Male', 83.32418901841609, 1.6268172576114073, 0.069469725, 36, 31.484264608044008, 90, 'High Risk'),
(11228, 92, 17, '46:45.8', 37.467363491490886, 99.67646650179375, 132, 89, 48, 'Female', 54.11271655006411, 1.7823945092607414, 0.13030896206355824, 43, 17.033020359583883, 103.33333333333333, 'High Risk'),
(11229, 66, 19, '45:45.8', 36.87050538, 99.76808207690684, 127, 86, 58, 'Male', 70.18791734516249, 1.6866046910069437, 0.077170642, 41, 24.673783412344566, 99.66666666666667, 'Low Risk'),
(11230, 64, 18, '44:45.8', 36.62246972016745, 99.43422938240911, 120, 83, 76, 'Male', 68.10199854237558, 1.7057855329563056, 0.097418188, 37, 23.405127079919595, 95.33333333333333, 'Low Risk'),
(11231, 62, 17, '43:45.8', 36.44910500905075, 97.52482037994326, 124, 71, 82, 'Female', 92.6183302, 1.7487670964346276, 0.1239896543180977, 53, 30.285378119813487, 88.66666666666666, 'High Risk'),
(11232, 62, 16, '42:45.8', 37.21697233959338, 98.56646863180974, 113, 87, 46, 'Male', 72.50516438194516, 1.5176208049730722, 0.13348520562443061, 26, 31.480556296902627, 95.66666666666667, 'High Risk'),
(11233, 85, 13, '41:45.8', 37.17200269430998, 96.89811414449719, 133, 80, 48, 'Female', 68.06788539001766, 1.8487522946861024, 0.069114894, 53, 19.915206173370223, 97.66666666666666, 'Low Risk'),
(11234, 69, 15, '40:45.8', 36.36829998844038, 98.08411512526341, 130, 83, 74, 'Female', 88.17462137477345, 1.507949975665788, 0.12232448744618075, 47, 38.77660067395238, 98.66666666666667, 'High Risk'),
(11235, 91, 18, '39:45.8', 36.11893727462203, 99.59670022430117, 136, 70, 30, 'Male', 79.23015824967504, 1.7351840137233139, 0.078796129, 66, 26.314762071352117, 92, 'High Risk'),
(11236, 84, 14, '38:45.8', 37.461585004185515, 96.88630100488753, 118, 78, 82, 'Male', 51.07563557356263, 1.8882938441561163, 0.051615173, 40, 14.324340136038336, 91.33333333333333, 'High Risk'),
(11237, 75, 16, '37:45.8', 36.46786648301985, 95.46454548115305, 136, 78, 31, 'Female', 51.28979633359173, 1.553808338241948, 0.14551203781931932, 58, 21.243989552302725, 97.33333333333333, 'Low Risk'),
(11238, 78, 18, '36:45.8', 36.82816810446012, 97.01329512070288, 123, 76, 70, 'Male', 63.70537796153774, 1.8115196237357907, 0.1465107842445018, 47, 19.41288182079799, 91.66666666666667, 'Low Risk'),
(11239, 74, 12, '35:45.8', 37.451618074883555, 95.52351050218732, 117, 84, 29, 'Female', 51.25083881403166, 1.8904825589655119, 0.11042565514108803, 33, 14.340213846033453, 95, 'High Risk'),
(11240, 71, 12, '34:45.8', 37.436776784948776, 96.35909701427286, 121, 71, 72, 'Female', 98.34280749588956, 1.791826754816446, 0.088584162, 50, 30.63025189734098, 87.66666666666666, 'High Risk'),
(11241, 92, 14, '33:45.8', 36.201040288416124, 96.27583690254757, 115, 82, 37, 'Male', 70.45131982080078, 1.9801105120219198, 0.069303619, 33, 17.968435903925958, 93, 'High Risk'),
(11242, 73, 13, '32:45.8', 36.563263739937355, 99.77421225102452, 118, 78, 83, 'Male', 70.34273510035301, 1.9274318068185503, 0.093600513, 40, 18.934821168084138, 91.33333333333333, 'Low Risk'),
(11243, 74, 18, '31:45.8', 36.18118338, 99.10798596611025, 136, 88, 53, 'Male', 75.81212486432624, 1.7284077352535743, 0.076956969, 48, 25.37734983956968, 104, 'Low Risk'),
(11244, 78, 12, '30:45.8', 36.88849315, 99.27785087851467, 135, 75, 33, 'Male', 98.53008412, 1.507387573476003, 0.14634620459332076, 60, 43.36296720502772, 95, 'High Risk'),
(11245, 90, 14, '29:45.8', 37.18126990936075, 96.79940075838513, 139, 84, 55, 'Male', 71.51637549821467, 1.631484532, 0.056744368, 55, 26.86826201533265, 102.33333333333333, 'Low Risk'),
(11246, 70, 15, '28:45.8', 37.289434344562174, 99.36211014879915, 137, 70, 20, 'Male', 91.91798504792257, 1.9825225405537654, 0.067443793, 67, 23.38644600844691, 92.33333333333333, 'Low Risk'),
(11247, 94, 14, '27:45.8', 37.07534503135136, 98.43230299221028, 120, 83, 69, 'Female', 71.53338524011686, 1.6072032190469014, 0.1099887428196628, 37, 27.692820513028085, 95.33333333333333, 'High Risk'),
(11248, 95, 17, '26:45.8', 36.71947792496208, 99.40880508266818, 123, 75, 72, 'Male', 80.27507796847846, 1.729284838007524, 0.14259241540081968, 48, 26.84402710531346, 91, 'High Risk'),
(11249, 81, 16, '25:45.8', 36.00072669945615, 98.84259621, 113, 83, 20, 'Female', 99.66409219607567, 1.5327409367954672, 0.071141251, 30, 42.422982876825905, 93, 'High Risk'),
(11250, 80, 16, '24:45.8', 37.488742091765126, 96.77372233840069, 134, 80, 53, 'Male', 53.47118450416428, 1.9557671951763873, 0.068242248, 54, 13.9793021, 98, 'High Risk'),
(11251, 82, 13, '23:45.8', 37.0199611, 98.93384392610398, 111, 82, 38, 'Female', 63.52242540799275, 1.8214746193953377, 0.11187570931516515, 29, 19.14612207774598, 91.66666666666667, 'Low Risk'),
(11252, 75, 18, '22:45.8', 37.240745685936105, 99.74063416682384, 131, 70, 52, 'Female', 98.53048007430063, 1.6780090747821792, 0.10653136794557576, 61, 34.9930654, 90.33333333333333, 'High Risk'),
(11253, 93, 13, '21:45.8', 36.95381596944513, 97.92100591128109, 122, 82, 59, 'Female', 63.13420925181678, 1.686124105814428, 0.1174939874560383, 40, 22.206784118472335, 95.33333333333333, 'High Risk'),
(11254, 87, 16, '20:45.8', 36.999543346060776, 95.08780091299002, 118, 81, 21, 'Male', 87.62000523873708, 1.7983243897058176, 0.10768640366081994, 37, 27.093630644401014, 93.33333333333333, 'Low Risk'),
(11255, 93, 19, '19:45.8', 37.453156031415425, 98.16720015683235, 138, 72, 88, 'Female', 65.17558886005307, 1.9859159398185715, 0.080497739, 66, 16.525828458635868, 94, 'High Risk'),
(11256, 92, 18, '18:45.8', 36.42826053715245, 95.61460603, 114, 88, 85, 'Female', 65.67231033349654, 1.849779587431288, 0.13205451657460182, 26, 19.192976415494844, 96.66666666666667, 'High Risk'),
(11257, 87, 16, '17:45.8', 37.13114458906221, 98.38224619884714, 111, 82, 88, 'Female', 71.60751829607446, 1.9844061112760303, 0.098333965, 29, 18.184338659063428, 91.66666666666667, 'High Risk'),
(11258, 92, 16, '16:45.8', 36.984205386851976, 99.78283452145394, 135, 82, 79, 'Female', 66.33263631801621, 1.726670361185426, 0.072475888, 53, 22.248892090013253, 99.66666666666666, 'High Risk'),
(11259, 88, 19, '15:45.8', 36.89148060153563, 98.43422378112452, 126, 71, 88, 'Male', 63.421423804479716, 1.718583589999398, 0.093505464, 55, 21.47309603846996, 89.33333333333333, 'Low Risk'),
(11260, 65, 12, '14:45.8', 36.66397232691398, 96.06309594590827, 125, 86, 42, 'Female', 52.668097323239024, 1.8261625208855368, 0.1155286319098683, 39, 15.793150673855454, 99, 'High Risk'),
(11261, 80, 15, '13:45.8', 36.702379185924634, 99.11131084724947, 120, 72, 58, 'Female', 88.94348881037283, 1.987421464178101, 0.10212641050852539, 48, 22.518227831979285, 88, 'Low Risk'),
(11262, 69, 12, '12:45.8', 36.74345823264885, 99.42756794, 121, 85, 77, 'Male', 63.342350788964794, 1.9973339759881006, 0.059999593, 36, 15.877890320336649, 97, 'High Risk'),
(11263, 97, 15, '11:45.8', 36.52167293588836, 95.55039909396713, 139, 86, 80, 'Male', 68.35894526, 1.961380433252346, 0.14296978107902236, 53, 17.769355506368612, 103.66666666666666, 'High Risk'),
(11264, 98, 15, '10:45.8', 37.30517284834204, 96.53092186274242, 130, 83, 63, 'Female', 52.197762381640935, 1.7065916280714901, 0.099881123, 47, 17.922255502800375, 98.66666666666667, 'High Risk'),
(11265, 77, 18, '09:45.8', 36.99672504657164, 96.69482597345268, 137, 85, 41, 'Female', 69.58076182309122, 1.8449315531515682, 0.070337531, 52, 20.442248456732088, 102.33333333333333, 'Low Risk'),
(11266, 66, 16, '08:45.8', 36.278941108727246, 99.62622295185774, 132, 82, 54, 'Female', 79.76671402, 1.9586217245817947, 0.073063696, 50, 20.79316343489614, 98.66666666666666, 'Low Risk'),
(11267, 64, 12, '07:45.8', 36.322934207067455, 97.24063278, 132, 83, 67, 'Male', 74.38279856982183, 1.9634963125135678, 0.091950276, 49, 19.293558409896658, 99.33333333333333, 'Low Risk'),
(11268, 70, 18, '06:45.8', 36.005480781662364, 99.78859971509988, 118, 72, 47, 'Female', 67.55982983883005, 1.823417790178904, 0.1128943255279417, 46, 20.319647595788567, 87.33333333333333, 'Low Risk'),
(11269, 90, 18, '05:45.8', 36.24991045, 99.82893705723549, 111, 79, 64, 'Female', 53.74828551695003, 1.8786169922548972, 0.077034744, 32, 15.22958689, 89.66666666666667, 'High Risk'),
(11270, 62, 16, '04:45.8', 36.985261489256246, 95.46597233006177, 126, 76, 34, 'Male', 66.36632649248747, 1.6809715886064254, 0.058159948, 50, 23.486972156559887, 92.66666666666666, 'Low Risk'),
(11271, 78, 14, '03:45.8', 36.12097640042091, 99.25196195779452, 134, 76, 29, 'Male', 95.29872024420544, 1.5271833263148338, 0.14261167383908455, 58, 40.86059825, 95.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(11272, 91, 12, '02:45.8', 37.30521493805609, 99.13906269953044, 113, 78, 61, 'Male', 83.44640264, 1.6123834367304193, 0.1473976771733458, 35, 32.09748190084083, 89.66666666666667, 'High Risk'),
(11273, 89, 12, '01:45.8', 36.71949505930671, 95.78563453219367, 136, 74, 77, 'Female', 56.87543722856537, 1.9429103634571319, 0.080169347, 62, 15.066737390849674, 94.66666666666666, 'High Risk'),
(11274, 88, 13, '00:45.8', 36.052704534659135, 96.12961622931664, 139, 74, 18, 'Female', 82.64947391669526, 1.826362400020205, 0.088406319, 65, 24.777995990617192, 95.66666666666666, 'Low Risk'),
(11275, 96, 15, '59:45.8', 37.32792249069738, 96.13801068064993, 117, 86, 52, 'Female', 96.54444604731785, 1.6424111686665632, 0.12554318096609865, 31, 35.79014976401557, 96.33333333333333, 'High Risk'),
(11276, 81, 13, '58:45.8', 36.48903786, 95.96077148878406, 129, 88, 22, 'Male', 58.47809372156336, 1.7785028342626101, 0.11260481811075507, 41, 18.487751019654663, 101.66666666666667, 'High Risk'),
(11277, 95, 18, '57:45.8', 36.50572329712632, 97.54345182698555, 114, 74, 64, 'Male', 90.29451738, 1.5109365967264115, 0.14757282441571556, 40, 39.55204107923109, 87.33333333333333, 'High Risk'),
(11278, 76, 16, '56:45.8', 36.74705624, 96.10621223, 116, 79, 36, 'Male', 91.06001921143431, 1.7855631634157354, 0.051022073, 37, 28.561256011927597, 91.33333333333333, 'Low Risk'),
(11279, 77, 12, '55:45.8', 36.20947636014016, 97.11281907283693, 138, 86, 74, 'Male', 80.53587647135552, 1.9760159791185803, 0.075128357, 52, 20.625689950602478, 103.33333333333333, 'Low Risk'),
(11280, 87, 12, '54:45.8', 36.70299641600709, 97.86349297411967, 133, 87, 49, 'Male', 94.93573408420016, 1.7779499697300538, 0.13221754010895315, 46, 30.03244156799224, 102.33333333333333, 'High Risk'),
(11281, 79, 17, '53:45.8', 36.91099035039297, 97.18835005958033, 112, 84, 80, 'Male', 81.84388905253525, 1.851673435875724, 0.094559712, 28, 23.870277372093312, 93.33333333333333, 'Low Risk'),
(11282, 73, 14, '52:45.8', 36.876045630173095, 97.36539732501943, 126, 70, 49, 'Female', 94.43016211817913, 1.638696285345994, 0.090857289, 56, 35.16525708684605, 88.66666666666666, 'High Risk'),
(11283, 93, 13, '51:45.8', 36.43384876672347, 96.94154475503295, 123, 73, 36, 'Male', 73.56785948017384, 1.6022821722971163, 0.053150994018322184, 50, 28.655640423736017, 89.66666666666666, 'High Risk'),
(11284, 85, 12, '50:45.8', 36.93114184334182, 98.56936265, 113, 81, 27, 'Female', 58.916141221453074, 1.5515406997174215, 0.10218153700255464, 32, 24.474168722900103, 91.66666666666667, 'Low Risk'),
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(11462, 96, 16, '52:45.8', 37.08582188526587, 96.82426183666449, 119, 71, 19, 'Male', 80.70018705297834, 1.7461386945679898, 0.092546073, 48, 26.46775271770169, 87, 'High Risk'),
(11463, 90, 16, '51:45.8', 36.78865581475472, 96.27212584533856, 132, 77, 44, 'Female', 63.35112022505946, 1.9763676238651862, 0.1156540890787633, 55, 16.218804436376438, 95.33333333333333, 'High Risk'),
(11464, 60, 14, '50:45.8', 36.70182623034701, 95.13402419683906, 137, 75, 68, 'Male', 85.72054882615777, 1.6638617643634452, 0.080582282, 62, 30.963529489887833, 95.66666666666666, 'High Risk'),
(11465, 86, 14, '49:45.8', 37.19831441828241, 97.28507880503017, 122, 76, 81, 'Male', 91.87140964349578, 1.653405748148367, 0.11801971276153878, 46, 33.60636142834728, 91.33333333333333, 'High Risk'),
(11466, 91, 16, '48:45.8', 37.314048964156996, 96.55231959764744, 122, 77, 61, 'Male', 86.66880680566496, 1.559498336665539, 0.10230232321859004, 45, 35.63633113585215, 92, 'High Risk'),
(11467, 65, 18, '47:45.8', 36.76454874038036, 98.92459886931064, 114, 74, 41, 'Male', 93.29697936508961, 1.6607258821206587, 0.1494073236057183, 40, 33.82763802707871, 87.33333333333333, 'High Risk'),
(11468, 95, 19, '46:45.8', 36.39491404, 98.27415711322858, 138, 89, 69, 'Male', 75.27091363700721, 1.9430491928840783, 0.1331708621833516, 49, 19.936990212562094, 105.33333333333333, 'High Risk'),
(11469, 66, 15, '45:45.8', 37.059164055274984, 95.60520184248612, 126, 84, 35, 'Female', 69.44566593019577, 1.9687687873498319, 0.1482303496062952, 42, 17.91660486585396, 98, 'High Risk'),
(11470, 78, 18, '44:45.8', 37.319897158403464, 98.45011974643998, 118, 81, 78, 'Female', 77.72296660932315, 1.6662679832805403, 0.14880419229174938, 37, 27.993659105681658, 93.33333333333333, 'Low Risk'),
(11471, 84, 16, '43:45.8', 36.33861061623457, 95.73338212, 125, 72, 53, 'Male', 84.00815324899021, 1.5272501563395824, 0.079272014, 53, 36.016464704038526, 89.66666666666666, 'High Risk'),
(11472, 80, 14, '42:45.8', 36.953170885032044, 97.35407922887556, 115, 79, 80, 'Male', 89.20392545202486, 1.8945881497163872, 0.094845441, 36, 24.851598752355972, 91, 'Low Risk'),
(11473, 71, 18, '41:45.8', 36.25909923774721, 96.56940992916404, 124, 84, 38, 'Female', 89.20315147150514, 1.6124803665338525, 0.068057574, 40, 34.30767814410622, 97.33333333333333, 'High Risk'),
(11474, 80, 12, '40:45.8', 37.19774748043437, 95.82425997, 112, 89, 55, 'Female', 79.35195028513846, 1.713575371280819, 0.1155093001148469, 23, 27.02409643950849, 96.66666666666667, 'Low Risk'),
(11475, 80, 16, '39:45.8', 37.40010818044024, 95.68534251084253, 125, 80, 23, 'Female', 88.58597068791912, 1.965917322540048, 0.10211878896656117, 45, 22.921046882277434, 95, 'Low Risk'),
(11476, 89, 12, '38:45.8', 37.40647866023614, 96.92689142012904, 110, 72, 84, 'Male', 81.56293885363772, 1.7000655477010507, 0.060736135, 38, 28.220293943273337, 84.66666666666667, 'Low Risk'),
(11477, 74, 15, '37:45.8', 36.01359750499482, 99.11985537688572, 122, 89, 85, 'Female', 82.18128229005897, 1.7666945830528697, 0.071851213, 33, 26.32994539877739, 100, 'Low Risk'),
(11478, 60, 19, '36:45.8', 36.98598573058447, 95.54201261881937, 113, 89, 54, 'Female', 65.68013019816371, 1.849670185302485, 0.145806277, 24, 19.197532544905812, 97, 'Low Risk'),
(11479, 70, 17, '35:45.8', 36.71346661000859, 98.83916351135504, 131, 83, 63, 'Female', 66.26906416808296, 1.983255139365919, 0.1191756099895492, 48, 16.84820588284495, 99, 'High Risk'),
(11480, 87, 13, '34:45.8', 37.41635738750962, 96.33908256828369, 130, 76, 75, 'Female', 50.04745148128906, 1.9528327245920445, 0.072806069, 54, 13.123566579701297, 94, 'High Risk'),
(11481, 82, 15, '33:45.8', 37.306181631695495, 97.49378020866077, 115, 80, 66, 'Female', 61.336310415778144, 1.8676981906685315, 0.064499853, 35, 17.58345652761786, 91.66666666666667, 'High Risk'),
(11482, 67, 17, '32:45.8', 36.27738568469176, 97.61386198352544, 110, 77, 43, 'Male', 78.46464375703013, 1.516730368563593, 0.086469083, 33, 34.10807759996358, 88, 'High Risk'),
(11483, 68, 17, '31:45.8', 36.96069399260852, 99.76640894784457, 119, 83, 33, 'Female', 70.05171966927139, 1.7931776416353025, 0.1234768982986775, 36, 21.78573269571199, 95, 'Low Risk'),
(11484, 92, 18, '30:45.8', 37.43985602062628, 99.67556631344537, 115, 86, 47, 'Female', 53.60312847080327, 1.6487011597418135, 0.10917974902628173, 29, 19.719970028896235, 95.66666666666667, 'High Risk'),
(11485, 93, 19, '29:45.8', 36.78960627665707, 98.28110230126663, 121, 82, 40, 'Female', 57.207909298362594, 1.689377912722125, 0.092664064, 39, 20.04483348289347, 95, 'High Risk'),
(11486, 82, 15, '28:45.8', 36.16242019506284, 99.55074159125361, 131, 88, 61, 'Male', 75.24276765177031, 1.6572532684754484, 0.076202176, 43, 27.395989644393072, 102.33333333333333, 'Low Risk'),
(11487, 85, 16, '27:45.8', 36.15471380017708, 95.02061711, 112, 88, 58, 'Female', 76.95916026033723, 1.7203075151727705, 0.11944076031126823, 24, 26.00447840274062, 96, 'Low Risk'),
(11488, 84, 19, '26:45.8', 36.096977053497874, 98.00148097031554, 124, 83, 29, 'Female', 84.86862722177962, 1.7679072616276463, 0.10433037379598047, 41, 27.153650138820776, 96.66666666666667, 'Low Risk'),
(11489, 79, 12, '25:45.8', 36.479001017131914, 97.76331662327486, 115, 74, 26, 'Male', 76.16599798, 1.9057049854001127, 0.086089331, 41, 20.97248037408138, 87.66666666666667, 'Low Risk'),
(11490, 84, 13, '24:45.8', 36.445768009629845, 97.68083976884522, 110, 85, 28, 'Female', 56.48350018047442, 1.8854982498058661, 0.13599315406336118, 25, 15.888003766118329, 93.33333333333333, 'High Risk'),
(11491, 91, 17, '23:45.8', 37.13741601167686, 96.12561712608753, 124, 72, 30, 'Female', 73.82203883402683, 1.929549423405696, 0.11208503750326526, 52, 19.82778592782416, 89.33333333333333, 'High Risk'),
(11492, 60, 13, '22:45.8', 36.36099520078457, 99.43343962612893, 120, 83, 53, 'Female', 84.44732796015637, 1.5334958133841938, 0.12815997841284177, 37, 35.91043972396756, 95.33333333333333, 'High Risk'),
(11493, 63, 17, '21:45.8', 36.261900703292035, 99.17180732698638, 113, 79, 56, 'Female', 70.76979159, 1.504061530742364, 0.11811019470221466, 34, 31.283598951223954, 90.33333333333333, 'High Risk'),
(11494, 97, 19, '20:45.8', 36.38250454564942, 97.68765633225539, 123, 88, 36, 'Female', 81.41232787817938, 1.9387576932317523, 0.10400126726875344, 35, 21.65923456692096, 99.66666666666667, 'High Risk'),
(11495, 69, 18, '19:45.8', 36.926901135737204, 98.34720594054423, 135, 75, 66, 'Male', 78.58001257579512, 1.5165887104859488, 0.1459292689591078, 60, 34.16460913233921, 95, 'High Risk'),
(11496, 80, 14, '18:45.8', 37.39148797, 99.00958317845395, 120, 82, 66, 'Female', 56.53194982042244, 1.8672117223531568, 0.1490945495883963, 38, 16.21462221074801, 94.66666666666667, 'High Risk'),
(11497, 84, 15, '17:45.8', 37.23799977473642, 99.72799909487635, 119, 80, 51, 'Male', 55.082417696403915, 1.9260421249096387, 0.13296071889697358, 39, 14.848460613396036, 93, 'High Risk'),
(11498, 98, 17, '16:45.8', 36.45490263005918, 95.36582601636094, 126, 71, 33, 'Male', 79.90397858789603, 1.938256028, 0.13821887762799823, 55, 21.268953309932975, 89.33333333333333, 'High Risk'),
(11499, 95, 13, '15:45.8', 36.71401066425316, 98.99292160706436, 136, 89, 48, 'Female', 82.76447723183216, 1.5579080637815181, 0.091086523, 47, 34.10046693261748, 104.66666666666667, 'High Risk'),
(11500, 65, 13, '14:45.8', 36.70520660479163, 96.15324181405592, 112, 89, 82, 'Male', 57.400143499969154, 1.9403310935710634, 0.096140768, 23, 15.246188733700151, 96.66666666666667, 'High Risk'),
(11501, 98, 18, '13:45.8', 36.95309187261183, 96.35582054736558, 129, 88, 60, 'Male', 89.70782702082147, 1.6376797601822122, 0.11537546446852463, 41, 33.44817090418165, 101.66666666666667, 'High Risk'),
(11502, 95, 18, '12:45.8', 36.90210712368919, 99.72219929203678, 111, 78, 40, 'Female', 92.27228280977172, 1.8617353767914258, 0.063260416, 33, 26.621674099351107, 89, 'High Risk'),
(11503, 96, 18, '11:45.8', 36.83935353, 96.45298017652122, 113, 80, 56, 'Female', 75.99222014792623, 1.5864417710609635, 0.074361731, 33, 30.19401456, 91, 'High Risk'),
(11504, 65, 15, '10:45.8', 37.37627424899867, 97.27853889428076, 111, 70, 53, 'Female', 77.44453294265436, 1.8062418175740622, 0.05670703, 41, 23.73771872796333, 83.66666666666667, 'Low Risk'),
(11505, 85, 17, '09:45.8', 37.041384342476334, 99.24474780452991, 135, 87, 19, 'Male', 87.71098333401156, 1.9302262447331309, 0.078467886, 48, 23.54168516346765, 103, 'Low Risk'),
(11506, 96, 16, '08:45.8', 36.343626430728506, 99.88226261486018, 138, 82, 61, 'Female', 73.75591158190312, 1.5227150261870328, 0.09728306, 56, 31.809699632839383, 100.66666666666666, 'High Risk'),
(11507, 75, 13, '07:45.8', 36.876154065338426, 95.55791058468486, 119, 83, 23, 'Female', 83.62895287849314, 1.5336111232408736, 0.12403277302998265, 36, 35.55708577427878, 95, 'High Risk'),
(11508, 61, 19, '06:45.8', 37.31303147356348, 98.08283438759803, 116, 74, 57, 'Male', 94.03466965820726, 1.9581095246983946, 0.057079623, 42, 24.525283898843306, 88, 'Low Risk'),
(11509, 93, 15, '05:45.8', 36.503155148797575, 99.80014887511248, 125, 77, 51, 'Male', 82.64180584800519, 1.788352022881817, 0.088796989, 48, 25.840075486097973, 93, 'High Risk'),
(11510, 67, 15, '04:45.8', 36.51855766954492, 95.83754846778778, 110, 70, 50, 'Female', 94.65954279626911, 1.6106431966740193, 0.10756580345225442, 40, 36.48931558346267, 83.33333333333333, 'High Risk'),
(11511, 89, 13, '03:45.8', 37.415626482800604, 99.23970502, 113, 85, 71, 'Male', 88.30455506, 1.7906182474380563, 0.081231219, 28, 27.540834459897045, 94.33333333333333, 'Low Risk'),
(11512, 86, 19, '02:45.8', 37.389034384896895, 99.10229272988639, 122, 83, 87, 'Female', 89.56506280274574, 1.5051895199776653, 0.14901699109479546, 39, 39.53268054978911, 96, 'High Risk'),
(11513, 86, 18, '01:45.8', 36.18561548334344, 97.62989445490538, 112, 81, 50, 'Female', 78.40626917490643, 1.6686242836893512, 0.1483610798860836, 31, 28.160066103195213, 91.33333333333333, 'Low Risk'),
(11514, 71, 14, '00:45.8', 36.73379653540322, 97.55706775942892, 133, 81, 60, 'Female', 74.99358681, 1.9162372783511856, 0.064728312, 52, 20.423283047998783, 98.33333333333333, 'Low Risk'),
(11515, 97, 13, '59:45.8', 37.10432717110653, 96.65605804373604, 111, 79, 88, 'Male', 99.91254172761651, 1.5829140907374075, 0.080175183, 32, 39.875424290200435, 89.66666666666667, 'High Risk'),
(11516, 63, 16, '58:45.8', 36.55054214617276, 98.91441758133736, 114, 71, 18, 'Female', 91.46833566671137, 1.8440265494827508, 0.11300855000815321, 43, 26.899018756965102, 85.33333333333333, 'Low Risk'),
(11517, 85, 17, '57:45.8', 37.20211009125362, 98.99258092558524, 128, 88, 63, 'Male', 94.84334540096609, 1.606922068083227, 0.13878246263344113, 40, 36.729687587077855, 101.33333333333333, 'High Risk'),
(11518, 92, 15, '56:45.8', 36.346282620487884, 95.68499806551033, 129, 77, 78, 'Male', 84.23588536, 1.8668110277174734, 0.088318331, 52, 24.17110079713143, 94.33333333333333, 'High Risk'),
(11519, 64, 15, '55:45.8', 36.05285451569728, 97.61749623393675, 124, 77, 85, 'Male', 84.39184872873531, 1.8232467511741246, 0.12173934692299411, 47, 25.38689601320114, 92.66666666666667, 'Low Risk'),
(11520, 60, 14, '54:45.8', 36.42680485, 96.50865562757785, 117, 89, 36, 'Female', 64.96404989809102, 1.8035848593569934, 0.093409958, 28, 19.971005420381207, 98.33333333333333, 'Low Risk'),
(11521, 84, 19, '53:45.8', 36.52878019259277, 98.73957279805552, 138, 84, 77, 'Male', 53.18008781477472, 1.7758684487966356, 0.066204283, 54, 16.862713736038184, 102, 'High Risk'),
(11522, 66, 17, '52:45.8', 36.878861329352254, 99.31334057454619, 139, 73, 61, 'Female', 65.18530022565477, 1.8183638809505707, 0.068703579, 66, 19.714604895476405, 95, 'Low Risk'),
(11523, 64, 14, '51:45.8', 36.315788174023915, 99.59502395507347, 125, 83, 24, 'Female', 99.09412039216073, 1.8489074985419673, 0.089099399, 42, 28.98795105766632, 97, 'Low Risk'),
(11524, 92, 12, '50:45.8', 36.360509422789114, 97.87567375190682, 116, 83, 53, 'Male', 93.50231301319903, 1.7502253138500823, 0.10673506369636401, 33, 30.523507158343524, 94, 'High Risk'),
(11525, 84, 14, '49:45.8', 36.247268451767845, 99.28716909, 118, 87, 42, 'Female', 94.93037807609889, 1.7845433775875228, 0.13561266741379746, 31, 29.80924610320555, 97.33333333333333, 'Low Risk'),
(11526, 80, 17, '48:45.8', 36.13651620005087, 96.18890718431808, 127, 75, 44, 'Female', 58.74910041455728, 1.7622260012375395, 0.12791620694652286, 52, 18.918121536560868, 92.33333333333333, 'Low Risk'),
(11527, 70, 14, '47:45.8', 36.579919554934904, 99.34674125240085, 124, 78, 60, 'Male', 85.33086607251141, 1.7195639116725194, 0.055872397, 46, 28.858217976803846, 93.33333333333333, 'Low Risk'),
(11528, 80, 12, '46:45.8', 36.278211950917445, 96.50739723849532, 127, 85, 87, 'Male', 87.90646408526376, 1.797728272701069, 0.10102190908668283, 42, 27.20023864214482, 99, 'Low Risk'),
(11529, 93, 13, '45:45.8', 36.437884567895495, 98.42693634821671, 122, 83, 34, 'Female', 94.39546610956903, 1.9828869068279706, 0.1405517395252793, 39, 24.007959240261943, 96, 'High Risk'),
(11530, 63, 14, '44:45.8', 36.087663764165896, 96.11663985, 127, 72, 22, 'Male', 78.27067102196419, 1.6484695391010917, 0.11190680797206463, 55, 28.802965486706672, 90.33333333333333, 'Low Risk'),
(11531, 74, 17, '43:45.8', 36.415295923907905, 96.62398354863801, 123, 83, 49, 'Female', 98.59823418014602, 1.7681810751131568, 0.064056754, 40, 31.53665747163226, 96.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(11532, 64, 12, '42:45.8', 37.45106740588313, 98.55878535547279, 135, 78, 31, 'Male', 58.79932467742194, 1.5861716450527956, 0.075923845, 57, 23.370713642843217, 97, 'Low Risk'),
(11533, 76, 14, '41:45.8', 36.46479673213085, 99.26835298790749, 114, 73, 26, 'Male', 75.22557948103609, 1.7256215913308302, 0.097303323, 41, 25.26238849937068, 86.66666666666667, 'Low Risk'),
(11534, 63, 13, '40:45.8', 36.53590053956148, 99.59623323263114, 118, 84, 41, 'Male', 76.29050782811717, 1.9543923126212785, 0.070721522, 34, 19.973170729513384, 95.33333333333333, 'Low Risk'),
(11535, 65, 18, '39:45.8', 36.78527196, 95.05326244541948, 138, 86, 81, 'Male', 96.30371381428785, 1.519383518013532, 0.14317417783352723, 52, 41.71653355869423, 103.33333333333333, 'High Risk'),
(11536, 64, 14, '38:45.8', 36.52777312609909, 96.46256998, 122, 78, 75, 'Female', 54.82319638070916, 1.6002888583901818, 0.14874115284198947, 44, 21.407580689348613, 92.66666666666667, 'Low Risk'),
(11537, 82, 12, '37:45.8', 36.67846956173501, 95.50612507594278, 110, 80, 81, 'Male', 52.354125962759085, 1.5155356667184972, 0.13128110922635328, 30, 22.793897473037926, 90, 'Low Risk'),
(11538, 88, 12, '36:45.8', 36.05388949714465, 95.82888354603641, 122, 77, 76, 'Male', 95.72912801339952, 1.5807977081886637, 0.10936111930840353, 45, 38.30817897474898, 92, 'High Risk'),
(11539, 61, 18, '35:45.8', 36.74678131641632, 98.84608422147622, 137, 85, 89, 'Male', 83.80630563312344, 1.9436727455581162, 0.087635259, 52, 22.183517289225758, 102.33333333333333, 'Low Risk'),
(11540, 68, 12, '34:45.8', 37.31835240609693, 95.77482447610049, 129, 88, 88, 'Female', 90.85743303956218, 1.9988914469022465, 0.1301084901427525, 41, 22.739559282670815, 101.66666666666667, 'Low Risk'),
(11541, 98, 18, '33:45.8', 36.11861682631649, 98.02801675, 122, 71, 55, 'Male', 89.61750571140212, 1.7940741032266525, 0.059356880223509025, 51, 27.842748049819694, 88, 'High Risk'),
(11542, 70, 15, '32:45.8', 37.192640422500766, 95.48880472803292, 136, 77, 34, 'Male', 97.26478956400433, 1.6069575145792678, 0.1336980596419458, 59, 37.66577101312546, 96.66666666666666, 'High Risk'),
(11543, 96, 15, '31:45.8', 36.91508763, 99.44225868, 124, 81, 58, 'Female', 58.29973707, 1.6296600606100227, 0.071885474, 43, 21.95192205355217, 95.33333333333333, 'High Risk'),
(11544, 75, 15, '30:45.8', 36.48455150733198, 95.61015298061302, 111, 70, 73, 'Male', 81.13021152362779, 1.8570572503851348, 0.090555683, 41, 23.52512951385419, 83.66666666666667, 'Low Risk'),
(11545, 69, 15, '29:45.8', 37.31105986402221, 96.29064564511161, 114, 88, 26, 'Female', 88.55581338606328, 1.790243975289454, 0.12575201311954093, 26, 27.63074753444202, 96.66666666666667, 'Low Risk'),
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(11724, 88, 18, '30:45.8', 36.51274617132142, 97.88614543410263, 138, 81, 24, 'Male', 62.49297933040694, 1.689950065362591, 0.069930349, 57, 21.88182222945566, 100, 'Low Risk'),
(11725, 71, 19, '29:45.8', 37.04758910436094, 95.9505358, 137, 83, 20, 'Male', 94.19805503578135, 1.6997486645920974, 0.10313086654732831, 54, 32.60412266982541, 101, 'High Risk'),
(11726, 92, 13, '28:45.8', 36.51713004287412, 96.50416368074663, 128, 75, 24, 'Male', 89.47917409847045, 1.7178899099103713, 0.12347408140845853, 53, 30.32014746262283, 92.66666666666666, 'High Risk'),
(11727, 73, 13, '27:45.8', 36.37335666758284, 97.51076446362738, 110, 80, 40, 'Male', 89.74294144, 1.5237649190613964, 0.14751497083705115, 30, 38.65132250011644, 90, 'High Risk'),
(11728, 78, 15, '26:45.8', 36.165825855819236, 97.34223738219289, 114, 85, 48, 'Male', 64.20434778567032, 1.6393221993692981, 0.13873281432852536, 29, 23.891080877436618, 94.66666666666667, 'Low Risk'),
(11729, 73, 13, '25:45.8', 37.44464864945046, 99.48504363463557, 111, 73, 82, 'Female', 91.80530396531137, 1.6372578882960864, 0.11460618217469631, 38, 34.24787185362695, 85.66666666666667, 'High Risk'),
(11730, 66, 19, '24:45.8', 36.56116213981675, 99.14701386066366, 125, 84, 45, 'Female', 68.86607251966993, 1.6140122212908519, 0.13079800776528955, 41, 26.435752537294814, 97.66666666666667, 'Low Risk'),
(11731, 78, 18, '23:45.8', 36.560464479080935, 97.32371314170227, 121, 72, 35, 'Female', 86.91248184, 1.7180207621409034, 0.13764493262673125, 49, 29.44593409897015, 88.33333333333333, 'Low Risk'),
(11732, 72, 16, '22:45.8', 36.529585827193856, 96.01066297312826, 112, 71, 54, 'Female', 96.81873007836933, 1.933138874, 0.088772586, 41, 25.907963322454332, 84.66666666666667, 'Low Risk'),
(11733, 75, 17, '21:45.8', 36.84829828935041, 96.44572608946893, 135, 84, 83, 'Male', 76.55241749, 1.8320919663370399, 0.062950758, 51, 22.806800802226622, 101, 'Low Risk'),
(11734, 81, 18, '20:45.8', 37.49112632640399, 97.73872218228048, 118, 86, 21, 'Male', 53.12670495177572, 1.5999242078207967, 0.1324927018248473, 32, 20.754585369282605, 96.66666666666667, 'Low Risk'),
(11735, 80, 13, '19:45.8', 37.414223662416276, 99.17017519334497, 122, 86, 50, 'Male', 84.95422966558763, 1.5866417796148915, 0.13163938569039868, 36, 33.746383238325414, 98, 'High Risk'),
(11736, 86, 14, '18:45.8', 37.46375153882942, 96.27672407254312, 134, 86, 77, 'Male', 91.76205266691441, 1.7713331343716372, 0.079086926, 48, 29.24574081, 102, 'Low Risk'),
(11737, 77, 19, '17:45.8', 36.348873253724584, 96.28978963583087, 127, 73, 40, 'Female', 56.96801142722829, 1.7310778448070812, 0.10624871704177118, 54, 19.010689284621687, 91, 'Low Risk'),
(11738, 65, 17, '16:45.8', 37.44209476141747, 97.49575784, 110, 74, 62, 'Male', 63.136869640423015, 1.7688735361535604, 0.1195882092035988, 36, 20.17852774991068, 86, 'Low Risk'),
(11739, 88, 18, '15:45.8', 37.47057356716547, 99.30767960499675, 133, 83, 25, 'Female', 67.44942284464608, 1.8413920921923248, 0.10354584185237328, 50, 19.89233161, 99.66666666666666, 'Low Risk'),
(11740, 92, 17, '14:45.8', 37.12750971443756, 99.16451048866983, 125, 82, 75, 'Male', 78.17982649551254, 1.8193203914140652, 0.088203858, 43, 23.619806085634163, 96.33333333333333, 'High Risk'),
(11741, 83, 17, '13:45.8', 36.543760299402315, 97.99500519, 139, 84, 61, 'Female', 78.89543668863732, 1.8785691049985551, 0.083694153, 55, 22.356176674717165, 102.33333333333333, 'Low Risk'),
(11742, 86, 19, '12:45.8', 36.78127615, 99.03596882135076, 120, 70, 43, 'Female', 92.38257424936623, 1.9276457120011952, 0.094476979, 50, 24.861975067995438, 86.66666666666666, 'Low Risk'),
(11743, 72, 12, '11:45.8', 37.34863225363862, 97.09675490219225, 139, 80, 30, 'Male', 54.58061912776968, 1.7734924910489704, 0.1353512380318098, 59, 17.353207093669663, 99.66666666666666, 'High Risk'),
(11744, 72, 13, '10:45.8', 37.22735272674291, 98.34729146374828, 138, 87, 87, 'Male', 79.82174891475728, 1.730506892548374, 0.10517812346767871, 51, 26.65474746391822, 104, 'Low Risk'),
(11745, 63, 19, '09:45.8', 36.50333296105963, 98.41320100719675, 111, 89, 32, 'Female', 94.70082077039584, 1.522985974437417, 0.076435174, 22, 40.82835999, 96.33333333333333, 'High Risk'),
(11746, 74, 12, '08:45.8', 37.00815196282059, 99.05282995261135, 131, 84, 84, 'Male', 97.43364049555422, 1.517357267912902, 0.077533211, 47, 42.318788994673156, 99.66666666666667, 'High Risk'),
(11747, 74, 15, '07:45.8', 36.667486785210556, 96.38266303293327, 111, 79, 71, 'Female', 82.94326246799213, 1.8891212963091975, 0.056430481, 32, 23.241354015593956, 89.66666666666667, 'Low Risk'),
(11748, 92, 14, '06:45.8', 36.835989807173405, 98.06906243044735, 136, 72, 20, 'Male', 82.75614303396279, 1.9871956485988789, 0.067028377, 64, 20.95651133129768, 93.33333333333333, 'High Risk'),
(11749, 72, 16, '05:45.8', 36.88135555563959, 95.00353092391087, 120, 71, 80, 'Male', 66.86703091307444, 1.951448370463242, 0.087753095, 49, 17.55892437905661, 87.33333333333333, 'High Risk'),
(11750, 93, 19, '04:45.8', 37.05937498197416, 98.64049406327052, 128, 85, 45, 'Male', 80.34280152995812, 1.888537136009858, 0.14611514436472534, 43, 22.526613776278502, 99.33333333333333, 'High Risk'),
(11751, 88, 19, '03:45.8', 36.40098222719404, 98.28273172558126, 130, 78, 43, 'Male', 50.25599111, 1.563248962485666, 0.10415430691708549, 52, 20.56513401739112, 95.33333333333333, 'Low Risk'),
(11752, 73, 12, '02:45.8', 36.580651224896435, 99.32066633713681, 126, 84, 80, 'Male', 97.24599585627467, 1.8694322384009692, 0.10181258735122499, 42, 27.826095572506077, 98, 'Low Risk'),
(11753, 72, 14, '01:45.8', 37.38322162736954, 98.93774353130534, 126, 78, 60, 'Female', 88.75541275512893, 1.6235378111172216, 0.064042122, 48, 33.67208685643758, 94, 'High Risk'),
(11754, 91, 18, '00:45.8', 36.16578357953142, 95.00595065103771, 128, 77, 23, 'Female', 68.39238738277889, 1.5579999104010427, 0.11873467693155905, 51, 28.17558275113642, 94, 'High Risk'),
(11755, 75, 18, '59:45.8', 36.79853417776632, 99.36411187591392, 128, 88, 84, 'Male', 99.49853969797064, 1.740999278415834, 0.13587544619873065, 40, 32.82611786864658, 101.33333333333333, 'High Risk'),
(11756, 83, 19, '58:45.8', 36.84180235311949, 99.89827771971984, 132, 73, 27, 'Male', 89.23602678463592, 1.8223866765398227, 0.10764448643827455, 59, 26.86947382749661, 92.66666666666666, 'Low Risk'),
(11757, 88, 15, '57:45.8', 36.47400022943842, 99.19468496831138, 114, 71, 25, 'Female', 87.55428796, 1.687657217506429, 0.076628168, 43, 30.740359227516354, 85.33333333333333, 'High Risk'),
(11758, 85, 18, '56:45.8', 36.31377705419783, 97.61189649486167, 116, 86, 78, 'Female', 80.57740721760538, 1.7604844734562157, 0.067703945, 30, 25.998535834700306, 96, 'Low Risk'),
(11759, 62, 18, '55:45.8', 36.90905578071902, 99.70963525330149, 134, 80, 33, 'Male', 57.91010579, 1.8865620100723839, 0.12128430838052703, 54, 16.270922961652534, 98, 'High Risk'),
(11760, 86, 15, '54:45.8', 36.324690907712785, 98.49644028530793, 119, 70, 60, 'Female', 80.95531508160991, 1.8552773604486965, 0.098679167, 49, 23.51947793422856, 86.33333333333333, 'Low Risk'),
(11761, 85, 14, '53:45.8', 36.24773406306552, 97.59859032397539, 122, 70, 44, 'Male', 72.45735185512868, 1.905637564364739, 0.12101505236996496, 52, 19.95270801879322, 87.33333333333333, 'Low Risk'),
(11762, 99, 19, '52:45.8', 36.23735691132647, 95.81683117441675, 136, 89, 30, 'Female', 93.52728549483413, 1.8336155362514566, 0.092596609, 47, 27.817735252731815, 104.66666666666667, 'High Risk'),
(11763, 61, 15, '51:45.8', 36.28889769838523, 99.73894833350377, 120, 85, 39, 'Male', 71.28790388220756, 1.5332328469845604, 0.061273594, 35, 30.32491663573449, 96.66666666666667, 'High Risk'),
(11764, 97, 16, '50:45.8', 36.42466886278963, 97.62180678114223, 118, 76, 52, 'Female', 68.84347931645488, 1.878014408508093, 0.064172368, 42, 19.51933291772201, 90, 'High Risk'),
(11765, 82, 18, '49:45.8', 37.210644509844194, 96.25522689083019, 128, 72, 79, 'Male', 50.871328241595506, 1.5011435760206926, 0.082716757, 56, 22.575044391298455, 90.66666666666666, 'Low Risk'),
(11766, 75, 13, '48:45.8', 37.32409796183992, 99.44110908742964, 128, 72, 86, 'Male', 72.70218364738098, 1.9644147627385482, 0.13948391009573896, 56, 18.84000773887827, 90.66666666666666, 'Low Risk'),
(11767, 67, 15, '47:45.8', 37.098563601233074, 96.51194645999415, 136, 84, 29, 'Male', 97.03152078378983, 1.8447319229073451, 0.10475087197273956, 52, 28.51322306459012, 101.33333333333333, 'Low Risk'),
(11768, 98, 14, '46:45.8', 36.47905784218281, 97.86705341387676, 122, 70, 34, 'Male', 62.12391613933063, 1.5344187402016043, 0.074620344, 52, 26.385846815466227, 87.33333333333333, 'High Risk'),
(11769, 96, 12, '45:45.8', 37.34588576346997, 95.39962053753868, 138, 79, 66, 'Male', 73.56055182865518, 1.8102528743730748, 0.14743769432804243, 59, 22.447422821336975, 98.66666666666666, 'High Risk'),
(11770, 83, 19, '44:45.8', 36.36118533, 97.50013383287897, 113, 88, 66, 'Male', 77.02247862632714, 1.566825653369614, 0.063731052, 25, 31.374451584346797, 96.33333333333333, 'High Risk'),
(11771, 60, 14, '43:45.8', 36.38161983169692, 98.18515252837514, 128, 82, 35, 'Female', 52.81245260904657, 1.7723957558751597, 0.052679655, 46, 16.811827830492824, 97.33333333333333, 'High Risk'),
(11772, 83, 14, '42:45.8', 36.145466755046286, 97.49310153542636, 136, 83, 78, 'Female', 67.28333932, 1.926583594241287, 0.12907435841904796, 53, 18.127245737451126, 100.66666666666666, 'High Risk'),
(11773, 63, 12, '41:45.8', 37.00585598653052, 97.31538735, 125, 86, 35, 'Male', 60.78843450661044, 1.9973954093557198, 0.096198476, 39, 15.236768329744017, 99, 'High Risk'),
(11774, 67, 19, '40:45.8', 36.32574686405449, 96.17721577803037, 120, 80, 45, 'Female', 98.15775936728994, 1.683304775013165, 0.11593856701804785, 40, 34.64169434768601, 93.33333333333333, 'High Risk'),
(11775, 80, 15, '39:45.8', 36.54602282107085, 98.24801922951517, 116, 88, 18, 'Male', 80.38139967135646, 1.7716164843800226, 0.1221586744215095, 28, 25.61038687255715, 97.33333333333333, 'Low Risk'),
(11776, 82, 16, '38:45.8', 36.35765346044313, 97.18887873575625, 113, 78, 36, 'Male', 73.62676300293414, 1.729012686373824, 0.1406668315782102, 35, 24.628578572388072, 89.66666666666667, 'Low Risk'),
(11777, 98, 12, '37:45.8', 37.09615572009384, 97.69686515643505, 113, 84, 66, 'Female', 91.88334267750719, 1.9011126934076399, 0.09729423, 29, 25.422664322509895, 93.66666666666667, 'High Risk'),
(11778, 90, 13, '36:45.8', 37.29731172560467, 98.60211962638702, 134, 89, 86, 'Male', 86.90895347724755, 1.688384357510044, 0.084954904, 45, 30.487504724936322, 104, 'High Risk'),
(11779, 87, 14, '35:45.8', 37.250328515608786, 96.41913674227969, 137, 89, 88, 'Male', 67.96699870301077, 1.778477001704855, 0.11177594135416527, 48, 21.488276602439214, 105, 'Low Risk'),
(11780, 61, 12, '34:45.8', 36.20394583911432, 98.05472738843568, 117, 84, 81, 'Female', 70.37375489859936, 1.7040449238260045, 0.089432053, 33, 24.235313627388074, 95, 'Low Risk'),
(11781, 87, 14, '33:45.8', 37.05456818007045, 97.57545779713834, 134, 76, 26, 'Male', 89.04479227789284, 1.937384746723739, 0.089760026, 58, 23.723391329297193, 95.33333333333333, 'Low Risk'),
(11782, 91, 15, '32:45.8', 37.415474693982134, 98.96030588321467, 125, 80, 59, 'Male', 98.41325606388264, 1.596222589089412, 0.12889409196245777, 45, 38.62484023038266, 95, 'High Risk'),
(11783, 66, 19, '31:45.8', 37.21967333128237, 96.66524583780017, 114, 77, 32, 'Male', 77.54612298064761, 1.621976990435535, 0.12585576490815314, 37, 29.47614685933371, 89.33333333333333, 'Low Risk'),
(11784, 99, 19, '30:45.8', 37.31218678265706, 95.64166609136208, 114, 79, 61, 'Female', 75.78048786463582, 1.8896593795132821, 0.10334239758579047, 35, 21.222197011666008, 90.66666666666667, 'High Risk'),
(11785, 65, 15, '29:45.8', 36.254995335779235, 95.55497950393043, 115, 71, 18, 'Female', 95.81901366146909, 1.9509524517286458, 0.063353298, 44, 25.17435348687957, 85.66666666666667, 'Low Risk'),
(11786, 78, 16, '28:45.8', 37.32840897125215, 99.93985002071746, 130, 81, 26, 'Female', 98.48979905598134, 1.653885248613804, 0.11751653523994636, 49, 36.00646651538589, 97.33333333333333, 'High Risk'),
(11787, 68, 13, '27:45.8', 36.58707224520784, 99.35685844904174, 120, 71, 66, 'Female', 96.37926122, 1.7840000843507928, 0.08330164, 49, 30.282648235338936, 87.33333333333333, 'High Risk'),
(11788, 98, 15, '26:45.8', 37.04370963358367, 96.69651154901733, 129, 86, 70, 'Female', 75.28358222704716, 1.682470015, 0.085121259, 43, 26.595343882099478, 100.33333333333333, 'High Risk'),
(11789, 80, 13, '25:45.8', 36.15468294572443, 95.90147556678306, 137, 72, 62, 'Female', 92.77476166621432, 1.8595570416233775, 0.14052458268136692, 65, 26.829392419140355, 93.66666666666666, 'Low Risk'),
(11790, 85, 15, '24:45.8', 36.647792528011784, 99.45596303312732, 128, 76, 82, 'Female', 80.63439161509946, 1.9657760276876357, 0.068842447, 52, 20.866626587288344, 93.33333333333333, 'Low Risk'),
(11791, 94, 13, '23:45.8', 37.16435636639046, 97.76891862966218, 137, 83, 86, 'Male', 50.611729583397604, 1.6363287920002552, 0.10612364010459467, 54, 18.902099058429258, 101, 'High Risk'),
(11792, 75, 16, '22:45.8', 36.281970379580734, 99.07330067636494, 118, 73, 23, 'Female', 53.38611596, 1.9600775938535668, 0.12924267127230854, 45, 13.89574376096173, 88, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(11793, 60, 18, '21:45.8', 36.134996390818806, 99.93082488303992, 138, 82, 27, 'Female', 94.53380889413314, 1.7255398114663443, 0.088163659, 56, 31.749521843120935, 100.66666666666666, 'High Risk'),
(11794, 78, 19, '20:45.8', 36.03426638830114, 96.42655570459041, 137, 71, 44, 'Female', 70.56044326, 1.9455458162634418, 0.13497758347661026, 66, 18.64139354717391, 93, 'Low Risk'),
(11795, 92, 17, '19:45.8', 37.30956546, 95.27470273753784, 119, 71, 51, 'Female', 88.72594612455413, 1.8117041158556035, 0.10438453490275904, 48, 27.031870435722567, 87, 'High Risk'),
(11796, 63, 16, '18:45.8', 37.10828498758572, 95.50881812, 116, 80, 36, 'Male', 93.07138717002877, 1.908177619190684, 0.13309389560210416, 36, 25.56104420204745, 92, 'Low Risk'),
(11797, 79, 19, '17:45.8', 36.39802969, 95.19660355755155, 111, 89, 32, 'Male', 74.54638924334006, 1.5946649865419293, 0.1204043469980235, 22, 29.314851279983476, 96.33333333333333, 'Low Risk'),
(11798, 80, 15, '16:45.8', 36.958224228234634, 97.74646420779908, 128, 70, 86, 'Female', 99.90641742224847, 1.757066062630739, 0.12741934412579448, 58, 32.360647643785185, 89.33333333333333, 'High Risk'),
(11799, 87, 16, '15:45.8', 36.53956876735985, 99.00694307332793, 127, 74, 88, 'Male', 80.73098572843281, 1.798344801438319, 0.14904467770490037, 53, 24.962859227595686, 91.66666666666666, 'Low Risk'),
(11800, 99, 15, '14:45.8', 36.20263514013539, 99.73940966057127, 129, 84, 37, 'Female', 63.01772912442837, 1.7075425683744365, 0.12160170448479987, 45, 21.613229773380795, 99, 'High Risk'),
(11801, 74, 17, '13:45.8', 37.12335579, 98.74258626310531, 128, 82, 29, 'Male', 77.56796003713397, 1.5589578181317494, 0.10902547048090319, 46, 31.91638104581367, 97.33333333333333, 'High Risk'),
(11802, 96, 13, '12:45.8', 36.53258634955156, 97.04722113540709, 125, 82, 61, 'Male', 88.40731531941995, 1.7141231833828956, 0.1454450630022905, 43, 30.088749936034496, 96.33333333333333, 'High Risk'),
(11803, 97, 14, '11:45.8', 36.94273919247756, 98.67698147053244, 135, 71, 72, 'Female', 75.16928548282043, 1.584984960271659, 0.088917833, 64, 29.921966397871316, 92.33333333333333, 'High Risk'),
(11804, 91, 13, '10:45.8', 37.028194451048726, 98.80535655143221, 111, 80, 61, 'Male', 74.57603800137157, 1.6909908300158896, 0.1039831612434311, 31, 26.08055337049409, 90.33333333333333, 'High Risk'),
(11805, 67, 19, '09:45.8', 36.67012006632816, 97.53330756505441, 110, 83, 66, 'Male', 50.041279851837935, 1.691940223661687, 0.1481795414287056, 27, 17.480682224678027, 92, 'High Risk'),
(11806, 85, 18, '08:45.8', 36.51819525413481, 95.33684769007439, 130, 80, 81, 'Male', 94.68749195271843, 1.8052148827907666, 0.062985412, 50, 29.055931475098657, 96.66666666666666, 'Low Risk'),
(11807, 62, 19, '07:45.8', 37.28304053300682, 96.19063665, 134, 89, 33, 'Male', 74.65153376417594, 1.7458236667791387, 0.1493595554527623, 45, 24.492774374735276, 104, 'Low Risk'),
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(11986, 70, 12, '08:45.8', 36.87597805033313, 97.86991032154866, 139, 70, 41, 'Female', 64.28284500203883, 1.9107684712941797, 0.12025548999314954, 69, 17.606740208895342, 93, 'High Risk'),
(11987, 77, 17, '07:45.8', 36.30957852364787, 98.65497397127501, 120, 76, 24, 'Male', 87.19314110554438, 1.6551066795210476, 0.11577058862421118, 44, 31.829538408739218, 90.66666666666667, 'High Risk'),
(11988, 97, 14, '06:45.8', 36.94795436581424, 96.25196002356483, 126, 74, 29, 'Male', 87.23884448686265, 1.7211675869927798, 0.084837634, 52, 29.448527701224734, 91.33333333333333, 'High Risk'),
(11989, 66, 17, '05:45.8', 37.14722684043462, 95.40615793539297, 113, 79, 38, 'Male', 78.86286515108337, 1.770081728777193, 0.095101417, 34, 25.17015632690759, 90.33333333333333, 'Low Risk'),
(11990, 99, 12, '04:45.8', 37.14262816396842, 95.25081523971626, 120, 85, 77, 'Female', 58.58036190369983, 1.8794310391389237, 0.099521856, 35, 16.584380766764916, 96.66666666666667, 'High Risk'),
(11991, 60, 16, '03:45.8', 37.17910229595935, 96.30887736617608, 128, 88, 24, 'Female', 76.66476645995783, 1.7150856928767415, 0.069010464, 40, 26.062985886695866, 101.33333333333333, 'Low Risk'),
(11992, 63, 17, '02:45.8', 36.29007121300047, 97.67812438452329, 112, 89, 70, 'Male', 80.90431432, 1.7661337641868107, 0.066881887, 23, 25.937283856671034, 96.66666666666667, 'Low Risk'),
(11993, 75, 13, '01:45.8', 36.14983818087899, 97.64707711822741, 119, 74, 67, 'Female', 73.82334556248382, 1.8060889998492624, 0.12956391404305845, 45, 22.63160881763574, 89, 'Low Risk'),
(11994, 76, 17, '00:45.8', 36.20259246778571, 96.21817297217319, 137, 79, 76, 'Male', 90.44048177, 1.6853581828512088, 0.066420868, 58, 31.84039444111744, 98.33333333333333, 'High Risk'),
(11995, 75, 14, '59:45.8', 36.58383721426788, 98.93233344580483, 129, 79, 27, 'Male', 62.01055757573553, 1.5792444911302395, 0.073878713, 50, 24.863765156308165, 95.66666666666666, 'Low Risk'),
(11996, 60, 19, '58:45.8', 36.212976489896754, 97.61438779776013, 125, 70, 26, 'Female', 56.17154440617859, 1.8275041358827295, 0.072457555, 55, 16.81897897765718, 88.33333333333333, 'High Risk'),
(11997, 92, 17, '57:45.8', 37.49545164730941, 96.13228361161529, 131, 87, 78, 'Female', 87.27585393964921, 1.8029701463487093, 0.051752854, 44, 26.848315049481265, 101.66666666666667, 'High Risk'),
(11998, 60, 15, '56:45.8', 37.39767061949521, 97.98738235148484, 126, 70, 69, 'Male', 54.37805453666489, 1.8740297016765828, 0.1000359286845902, 56, 15.483556613136358, 88.66666666666666, 'High Risk'),
(11999, 71, 12, '55:45.8', 37.26869427, 99.71136768, 110, 79, 32, 'Female', 87.05602625771598, 1.8125531332679539, 0.14776956692357335, 31, 26.498259376129525, 89.33333333333333, 'Low Risk'),
(12000, 84, 13, '54:45.8', 37.388395958003166, 97.97838231908341, 122, 84, 85, 'Female', 93.02532189709197, 1.5798543110820908, 0.12949548719175621, 38, 37.27066161699744, 96.66666666666667, 'High Risk'),
(12001, 87, 14, '53:45.8', 36.285595062735524, 98.85607196, 126, 82, 60, 'Male', 94.43807913326421, 1.6952176070991354, 0.13305356200298507, 44, 32.86216985463751, 96.66666666666667, 'High Risk'),
(12002, 77, 13, '52:45.8', 36.06620622, 98.62592940023106, 119, 88, 28, 'Female', 70.08781977772219, 1.5286331469562682, 0.059491925, 31, 29.994111761094945, 98.33333333333333, 'Low Risk'),
(12003, 90, 19, '51:45.8', 36.01875799111593, 97.27927876334772, 122, 80, 19, 'Male', 59.19469499070729, 1.5390854399468605, 0.065497824, 42, 24.98948625294959, 94, 'Low Risk'),
(12004, 79, 18, '50:45.8', 36.18733948052429, 98.08925504494889, 127, 72, 61, 'Male', 98.61620868830607, 1.7464727668455153, 0.12855728067378266, 55, 32.331411570616396, 90.33333333333333, 'High Risk'),
(12005, 87, 19, '49:45.8', 36.04913944665594, 97.74434532798759, 132, 76, 83, 'Female', 68.16081396807354, 1.853975518286863, 0.11444445528949834, 56, 19.83018555890308, 94.66666666666666, 'Low Risk'),
(12006, 72, 13, '48:45.8', 36.748814797578255, 95.40090557, 111, 71, 23, 'Female', 78.07083116937355, 1.8150871136383047, 0.1371343409251361, 40, 23.697026601516416, 84.33333333333333, 'Low Risk'),
(12007, 70, 13, '47:45.8', 36.70669141604469, 98.20206145, 136, 77, 77, 'Male', 76.70681055421781, 1.9249990940475772, 0.11515194772867063, 59, 20.700120156383406, 96.66666666666666, 'Low Risk'),
(12008, 69, 17, '46:45.8', 37.37678188312206, 98.84420848, 121, 81, 32, 'Female', 57.816469866786676, 1.9045726563430974, 0.10884987148510467, 40, 15.938831568298445, 94.33333333333333, 'High Risk'),
(12009, 69, 13, '45:45.8', 37.41608855, 95.39984745953426, 111, 86, 62, 'Female', 80.43659659294994, 1.520008109857005, 0.082820603, 25, 34.814637409884746, 94.33333333333333, 'High Risk'),
(12010, 96, 15, '44:45.8', 37.09751647941725, 97.86636142404286, 131, 74, 70, 'Male', 52.12921565985908, 1.6980809671381722, 0.14029953428776942, 57, 18.078583608521857, 93, 'High Risk'),
(12011, 85, 19, '43:45.8', 36.774999818771434, 98.16060244, 122, 89, 69, 'Female', 80.05137129059909, 1.5673374827996776, 0.13367554352602345, 33, 32.586951642756155, 100, 'High Risk'),
(12012, 88, 15, '42:45.8', 37.11863368687227, 98.93630044009099, 131, 74, 54, 'Female', 54.97652535879226, 1.657253651272619, 0.060537281, 57, 20.017015198078145, 93, 'Low Risk'),
(12013, 79, 17, '41:45.8', 37.449201998264805, 96.36572172885842, 133, 75, 57, 'Male', 96.33927295217883, 1.8436339223824345, 0.10091399869811318, 58, 28.343532990504073, 94.33333333333333, 'Low Risk'),
(12014, 63, 19, '40:45.8', 36.301071500153164, 96.87708815671787, 111, 73, 50, 'Female', 50.18677227241543, 1.8110569381715522, 0.14082894809465402, 38, 15.30118466, 85.66666666666667, 'High Risk'),
(12015, 91, 16, '39:45.8', 37.35354642159125, 98.27904539935844, 112, 82, 56, 'Male', 68.36862847163627, 1.7580481550611986, 0.052117557543754536, 30, 22.12052011361079, 92, 'High Risk'),
(12016, 82, 12, '38:45.8', 37.135812621213816, 97.72653410638156, 131, 70, 72, 'Female', 64.82970310369696, 1.7034794770043393, 0.083987884, 61, 22.340877195603255, 90.33333333333333, 'Low Risk'),
(12017, 89, 19, '37:45.8', 36.20176043091796, 96.62616710717295, 119, 81, 39, 'Female', 59.030575207517266, 1.5637502682474274, 0.094169365, 38, 24.140275419194925, 93.66666666666667, 'Low Risk'),
(12018, 92, 16, '36:45.8', 36.12047904447811, 96.72635535, 119, 79, 33, 'Male', 57.44734732263486, 1.5611777881832147, 0.12280099450752953, 40, 23.570307707508395, 92.33333333333333, 'High Risk'),
(12019, 92, 17, '35:45.8', 36.45219710972278, 97.79497132387347, 132, 70, 73, 'Female', 69.52130125989896, 1.6589780512452204, 0.078280921, 62, 25.260189946274995, 90.66666666666666, 'High Risk'),
(12020, 98, 19, '34:45.8', 36.020842352856384, 98.20160763709374, 124, 73, 86, 'Male', 97.86273850486485, 1.7711168251962892, 0.11637064427248081, 51, 31.197726538024842, 90, 'High Risk'),
(12021, 89, 12, '33:45.8', 36.79820955657998, 98.45792659, 127, 81, 42, 'Male', 54.778363012724064, 1.905058996, 0.10204953490271645, 46, 15.093577553049975, 96.33333333333333, 'High Risk'),
(12022, 90, 19, '32:45.8', 36.40852150705689, 99.81170452647206, 113, 80, 41, 'Male', 59.02970535658408, 1.7842678746733882, 0.13383114253344064, 33, 18.541740690750448, 91, 'Low Risk'),
(12023, 74, 12, '31:45.8', 37.37144205626745, 99.00426818, 115, 71, 38, 'Female', 90.30315640063304, 1.6534636944173255, 0.14233691638609602, 44, 33.030382563325716, 85.66666666666667, 'High Risk'),
(12024, 99, 18, '30:45.8', 37.111692869573396, 98.51906495157361, 135, 76, 57, 'Male', 89.24197497287318, 1.8253181471028304, 0.11706433546904023, 59, 26.78502338256642, 95.66666666666666, 'High Risk'),
(12025, 97, 18, '29:45.8', 36.56618784407756, 95.60248998759737, 135, 84, 53, 'Female', 62.34040785756996, 1.745833153320487, 0.077249298, 51, 20.453336635655685, 101, 'High Risk'),
(12026, 64, 17, '28:45.8', 36.09814357487879, 95.38973158, 135, 89, 28, 'Female', 77.86607390688758, 1.5641668791546377, 0.11782039495301432, 46, 31.826003521745086, 104.33333333333333, 'High Risk'),
(12027, 80, 13, '27:45.8', 37.46799723368691, 96.20704022363924, 131, 87, 25, 'Female', 67.96110090243528, 1.7785284328643796, 0.14668951770680938, 44, 21.485169306250228, 101.66666666666667, 'Low Risk'),
(12028, 83, 13, '26:45.8', 36.58289254158592, 97.64689222591993, 113, 78, 60, 'Female', 58.46301340931274, 1.5821825202044697, 0.08378542, 35, 23.354363337027774, 89.66666666666667, 'Low Risk'),
(12029, 76, 18, '25:45.8', 37.32165561338654, 96.26278105, 129, 83, 87, 'Female', 93.54490010461228, 1.591770892706709, 0.10331600871159943, 46, 36.919770931205036, 98.33333333333333, 'High Risk'),
(12030, 82, 19, '24:45.8', 36.406514071800416, 98.10557228270645, 135, 74, 20, 'Female', 70.11067364689467, 1.736585427495493, 0.14037365229758747, 61, 23.248333944892174, 94.33333333333333, 'Low Risk'),
(12031, 66, 12, '23:45.8', 37.12878646366424, 95.76162641059811, 126, 75, 35, 'Male', 71.70157033371535, 1.960499306932607, 0.10172981737942692, 51, 18.65500118776436, 92, 'Low Risk'),
(12032, 84, 14, '22:45.8', 36.410359619999035, 96.55878785, 138, 78, 52, 'Male', 88.61654632, 1.8200394901890542, 0.061520337, 60, 26.751811633901486, 98, 'Low Risk'),
(12033, 87, 19, '21:45.8', 36.19615315107536, 96.13008088545705, 118, 86, 26, 'Female', 65.54843567740014, 1.5081790636445174, 0.11130534207636521, 32, 28.817514231491636, 96.66666666666667, 'Low Risk'),
(12034, 83, 13, '20:45.8', 36.375037588954605, 96.66384386087365, 133, 85, 73, 'Female', 52.70767477960162, 1.549670473, 0.073644255, 48, 21.94800959503405, 101, 'Low Risk'),
(12035, 66, 12, '19:45.8', 36.42611142436901, 95.27952361741582, 133, 75, 84, 'Female', 67.41949683388707, 1.7031607295428766, 0.12279002837012229, 58, 23.24203962513837, 94.33333333333333, 'Low Risk'),
(12036, 89, 16, '18:45.8', 36.115464477227455, 98.45324941888336, 122, 88, 36, 'Male', 93.13045276656155, 1.5391426850170307, 0.11076099370597187, 34, 39.312797478079716, 99.33333333333333, 'High Risk'),
(12037, 65, 12, '17:45.8', 37.07336671857905, 97.75699541696869, 130, 76, 39, 'Male', 89.64801543008977, 1.8941614918273606, 0.14215583912164353, 54, 24.986571755210097, 94, 'Low Risk'),
(12038, 76, 15, '16:45.8', 37.26195389, 97.55654215010595, 133, 89, 74, 'Male', 50.45466041448536, 1.915315056711255, 0.083433717, 44, 13.753741006094021, 103.66666666666667, 'High Risk'),
(12039, 67, 12, '15:45.8', 36.45857943143521, 95.83815058, 128, 77, 83, 'Male', 75.53017182648826, 1.851813814901695, 0.094190025, 51, 22.025502900904147, 94, 'Low Risk'),
(12040, 60, 13, '14:45.8', 37.06874137657579, 99.65835898463348, 120, 73, 59, 'Female', 70.91476094082677, 1.7690861450714273, 0.13053143578305842, 47, 22.658892587586184, 88.66666666666667, 'Low Risk'),
(12041, 70, 15, '13:45.8', 36.17648722724821, 97.05544105446535, 111, 73, 73, 'Male', 58.67971872, 1.7137223774273695, 0.12826314773212305, 38, 19.980533861326325, 85.66666666666667, 'Low Risk'),
(12042, 67, 14, '12:45.8', 37.35321407328073, 95.36950411, 137, 77, 57, 'Male', 65.17012590892732, 1.6715757342360713, 0.095195374, 60, 23.323646154200127, 97, 'Low Risk'),
(12043, 95, 19, '11:45.8', 36.95518355098638, 99.60966981440002, 119, 73, 42, 'Male', 75.95054885935443, 1.6407116161990682, 0.1409419699618904, 46, 28.21411361438216, 88.33333333333333, 'High Risk'),
(12044, 61, 18, '10:45.8', 37.492238306673364, 99.14932282, 130, 80, 61, 'Male', 85.94572625079695, 1.5063230427555783, 0.11123487300115384, 50, 37.87808779820526, 96.66666666666666, 'High Risk'),
(12045, 68, 15, '09:45.8', 36.35550769742628, 97.04461640897472, 120, 81, 63, 'Male', 70.54761948728111, 1.7516140713869917, 0.10986945193249813, 39, 22.99352275228914, 94, 'Low Risk'),
(12046, 87, 12, '08:45.8', 36.062470480161736, 97.51114165555606, 129, 89, 28, 'Female', 99.99275070140831, 1.6018691745787628, 0.10690833078743947, 40, 38.96856624283093, 102.33333333333333, 'High Risk'),
(12047, 89, 15, '07:45.8', 37.360513440623265, 96.93891236637369, 132, 82, 25, 'Male', 92.89041449, 1.9443491977808296, 0.13901411934176017, 50, 24.57097388103382, 98.66666666666666, 'Low Risk'),
(12048, 97, 18, '06:45.8', 36.22493991939553, 97.76868338810337, 139, 73, 40, 'Male', 75.15253936, 1.7924910470227855, 0.072209468, 66, 23.389970246430355, 95, 'High Risk'),
(12049, 98, 13, '05:45.8', 36.70828289093496, 99.77321019670657, 132, 73, 56, 'Male', 76.04341486601865, 1.950332485257349, 0.07969827, 59, 19.991450333267693, 92.66666666666666, 'High Risk'),
(12050, 75, 14, '04:45.8', 36.41129662142409, 97.29937885380166, 125, 73, 22, 'Male', 71.96960853619115, 1.611473414160596, 0.085906395, 52, 27.714232145541533, 90.33333333333333, 'Low Risk'),
(12051, 72, 19, '03:45.8', 36.729217241077386, 99.52207386519669, 127, 86, 85, 'Male', 83.85984886, 1.7829546507937954, 0.14482103443794841, 41, 26.37992042370798, 99.66666666666667, 'Low Risk'),
(12052, 72, 18, '02:45.8', 37.18450714311777, 99.99088442, 134, 78, 77, 'Female', 69.39993253564866, 1.6707499388401592, 0.059338465, 56, 24.862004485809013, 96.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(12053, 80, 17, '01:45.8', 36.72899234639906, 99.40130509021165, 111, 70, 19, 'Female', 77.09412640802626, 1.8930041470953114, 0.11962890904025769, 41, 21.513851214505472, 83.66666666666667, 'Low Risk'),
(12054, 82, 18, '00:45.8', 36.74506676963509, 99.34563793838475, 126, 80, 48, 'Female', 73.46305513615614, 1.7487487463684364, 0.079447929, 46, 24.022276044575204, 95.33333333333333, 'Low Risk'),
(12055, 99, 19, '59:45.8', 36.20594720507196, 99.82595081817672, 135, 79, 39, 'Female', 81.69728901148787, 1.616292275595563, 0.14682333175863088, 56, 31.272878001197522, 97.66666666666666, 'High Risk'),
(12056, 92, 16, '58:45.8', 36.68120373605703, 97.34812664955624, 112, 83, 36, 'Male', 63.79866159157444, 1.5804326732570844, 0.07714594, 29, 25.542274554986566, 92.66666666666667, 'High Risk'),
(12057, 96, 19, '57:45.8', 36.57777551514172, 99.59140880960426, 117, 70, 37, 'Female', 97.60100971, 1.9455641707643605, 0.10310974253162364, 47, 25.78476579642484, 85.66666666666667, 'High Risk'),
(12058, 99, 16, '56:45.8', 37.26386253047678, 97.67078590056808, 123, 77, 81, 'Female', 91.86103854033477, 1.7899521631091995, 0.13612023791817618, 46, 28.671373746601752, 92.33333333333333, 'High Risk'),
(12059, 63, 17, '55:45.8', 37.166499545564406, 96.01161931691026, 129, 86, 19, 'Female', 84.87129202658939, 1.558045175171789, 0.1359395203504431, 43, 34.96235852951435, 100.33333333333333, 'High Risk'),
(12060, 62, 12, '54:45.8', 37.45869838582811, 95.64625268694758, 122, 89, 40, 'Female', 77.28520785, 1.713429374956781, 0.063063174, 33, 26.32473226619588, 100, 'Low Risk'),
(12061, 70, 18, '53:45.8', 36.74815375817149, 96.17830509653267, 126, 89, 61, 'Male', 50.76614565599722, 1.6923688008690634, 0.077690953, 37, 17.724915384842976, 101.33333333333333, 'High Risk'),
(12062, 81, 17, '52:45.8', 36.40515023139906, 96.36834173, 130, 87, 58, 'Male', 71.07409816937259, 1.5714652868368468, 0.099752687, 43, 28.780727910637555, 101.33333333333333, 'Low Risk'),
(12063, 80, 13, '51:45.8', 36.619892800578604, 97.10957164496314, 124, 80, 51, 'Male', 99.35314967205323, 1.7982586411636456, 0.14752468998904145, 44, 30.72396967552977, 94.66666666666667, 'High Risk'),
(12064, 83, 12, '50:45.8', 37.40655655054834, 96.96306516927461, 121, 89, 44, 'Female', 62.70046692864741, 1.7150037801107705, 0.10522915262514247, 32, 21.31771303710756, 99.66666666666667, 'Low Risk'),
(12065, 97, 19, '49:45.8', 37.00936557, 97.96713467678954, 123, 73, 76, 'Male', 66.89129530691261, 1.8961047544589666, 0.13703405204111752, 50, 18.605654475479728, 89.66666666666666, 'High Risk'),
(12066, 88, 16, '48:45.8', 37.03520292108481, 99.72482309154373, 110, 88, 70, 'Female', 99.59513514693312, 1.9444763081350787, 0.13162843895649604, 22, 26.341033659209344, 95.33333333333333, 'Low Risk'),
(12067, 90, 19, '47:45.8', 36.17470801617954, 97.44252777766239, 128, 82, 40, 'Male', 89.38587995, 1.750119884910766, 0.12095435004044099, 46, 29.183227536010794, 97.33333333333333, 'Low Risk'),
(12068, 95, 12, '46:45.8', 36.92065973, 98.03724689817513, 135, 78, 36, 'Female', 72.74764669, 1.5824255096620903, 0.10762658971122634, 57, 29.051756679189207, 97, 'High Risk'),
(12069, 80, 13, '45:45.8', 36.202867276091894, 95.50534347276339, 137, 75, 53, 'Female', 57.79675617519782, 1.6610356903616599, 0.1382722837112623, 62, 20.94814330160575, 95.66666666666666, 'Low Risk'),
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(12249, 93, 13, '45:45.8', 37.49918984, 98.01503544, 114, 77, 19, 'Male', 84.97422915588196, 1.6926114511119321, 0.075511867, 37, 29.660105001086464, 89.33333333333333, 'High Risk'),
(12250, 85, 15, '44:45.8', 37.26284185302398, 95.11078113482324, 121, 78, 84, 'Female', 94.72400656709662, 1.7631924851029168, 0.065579609, 43, 30.469168805809144, 92.33333333333333, 'High Risk'),
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(12252, 82, 13, '42:45.8', 36.578900497145476, 95.25029135765391, 138, 85, 22, 'Male', 92.38367589142877, 1.7774165098535544, 0.12765171248335055, 53, 29.242656230358637, 102.66666666666666, 'Low Risk'),
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(12255, 61, 15, '39:45.8', 37.15852034295033, 97.78679484015848, 112, 87, 74, 'Female', 50.55898060679978, 1.8706111645156098, 0.10952027561351044, 25, 14.448782872829742, 95.33333333333333, 'High Risk'),
(12256, 94, 18, '38:45.8', 36.34523274345803, 97.89281998488381, 132, 74, 50, 'Male', 83.01313859975332, 1.9777041000781839, 0.081508677, 58, 21.22385189560867, 93.33333333333333, 'High Risk'),
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(12259, 82, 18, '35:45.8', 36.64562247514245, 98.09098547619415, 134, 89, 89, 'Male', 77.51074764838228, 1.823858961111581, 0.095494019, 45, 23.301260938910666, 104, 'Low Risk'),
(12260, 91, 16, '34:45.8', 36.061494138177984, 99.55561602493661, 126, 73, 18, 'Female', 75.45184129988851, 1.5801151788371253, 0.093111472, 53, 30.21985335934626, 90.66666666666666, 'High Risk'),
(12261, 94, 15, '33:45.8', 36.336188883386164, 98.73448371310577, 129, 75, 27, 'Female', 78.53050667437148, 1.8689129965637779, 0.1456825731405343, 54, 22.483309100264833, 93, 'High Risk'),
(12262, 99, 13, '32:45.8', 36.81325433680988, 97.87492550111283, 128, 73, 63, 'Male', 98.35639747, 1.7950634350481516, 0.1091140410623295, 55, 30.524110158149828, 91.33333333333333, 'High Risk'),
(12263, 88, 18, '31:45.8', 36.21537564966946, 97.89077937473937, 120, 81, 22, 'Female', 69.26635087, 1.6351863794206718, 0.083392846, 39, 25.90524992758987, 94, 'Low Risk'),
(12264, 69, 19, '30:45.8', 36.62568107307212, 96.50879617450622, 131, 75, 89, 'Female', 93.91597538864278, 1.7419659478086427, 0.11682847319984188, 56, 30.94996420885904, 93.66666666666666, 'High Risk'),
(12265, 90, 16, '29:45.8', 37.03838092, 97.04258677141604, 137, 75, 53, 'Male', 76.38038421334542, 1.6041112153023291, 0.069804622, 62, 29.683348307876052, 95.66666666666666, 'Low Risk'),
(12266, 67, 16, '28:45.8', 36.668208374697215, 99.01208173135504, 111, 77, 24, 'Male', 54.62882246, 1.608630086548155, 0.10574495133497624, 34, 21.11103204606767, 88.33333333333333, 'Low Risk'),
(12267, 83, 12, '27:45.8', 37.384567933465085, 95.67849803300261, 125, 86, 50, 'Female', 91.26121522899575, 1.5117122407097487, 0.11255191833121077, 39, 39.93447581073051, 99, 'High Risk'),
(12268, 99, 16, '26:45.8', 36.63675309381479, 99.70476795276127, 132, 89, 38, 'Male', 90.32454977607945, 1.8292757554672618, 0.12215895193516425, 43, 26.992769654678842, 103.33333333333333, 'High Risk'),
(12269, 94, 18, '25:45.8', 36.39868770317036, 95.51720275255221, 111, 82, 44, 'Male', 54.401590285803294, 1.8883044151840382, 0.14216974619756764, 29, 15.25694491217547, 91.66666666666667, 'High Risk'),
(12270, 98, 16, '24:45.8', 36.33044304125081, 98.59535258060608, 112, 85, 43, 'Male', 73.73111538701588, 1.9347648552678174, 0.05163648, 27, 19.696743260219055, 94, 'High Risk'),
(12271, 69, 14, '23:45.8', 37.13288172458544, 99.69204310977032, 136, 78, 56, 'Male', 67.41778126923583, 1.8137156827275434, 0.050253399463178874, 58, 20.494439210827334, 97.33333333333333, 'Low Risk'),
(12272, 67, 12, '22:45.8', 37.49568831398131, 99.06429625537412, 115, 77, 37, 'Female', 71.76581622967082, 1.957307335929239, 0.10318096195100818, 38, 18.732665621153608, 89.66666666666667, 'Low Risk'),
(12273, 96, 18, '21:45.8', 37.39576729476718, 99.66867979076031, 114, 79, 67, 'Female', 68.39201844, 1.575736456032403, 0.061399632, 35, 27.544713235469978, 90.66666666666667, 'High Risk'),
(12274, 83, 16, '20:45.8', 37.45265822447177, 95.35845729, 120, 75, 41, 'Female', 64.73485878348392, 1.923356114836686, 0.054596254769228025, 45, 17.49922438140077, 90, 'High Risk'),
(12275, 96, 12, '19:45.8', 36.14835635558917, 95.44464889776641, 125, 84, 64, 'Female', 76.54246401, 1.9370853423800989, 0.09883804, 41, 20.398814510314455, 97.66666666666667, 'High Risk'),
(12276, 60, 13, '18:45.8', 36.58771015370368, 95.57422557076006, 122, 70, 22, 'Female', 55.67448926044103, 1.7221149176154575, 0.145279738, 52, 18.772926685494028, 87.33333333333333, 'Low Risk'),
(12277, 98, 16, '17:45.8', 36.06113286704237, 96.61997373206151, 114, 88, 30, 'Female', 78.41897471103216, 1.8329963117200707, 0.072217252, 26, 23.339845540799978, 96.66666666666667, 'High Risk'),
(12278, 98, 18, '16:45.8', 37.05259362156612, 97.00499991606932, 110, 85, 70, 'Female', 92.91320726211455, 1.935596077, 0.11470759166983656, 25, 24.79978896964289, 93.33333333333333, 'High Risk'),
(12279, 74, 19, '15:45.8', 37.18459866, 96.80113891430712, 120, 89, 51, 'Male', 76.21411258327267, 1.8253079664630762, 0.12958607407858447, 31, 22.87510512911885, 99.33333333333333, 'Low Risk'),
(12280, 97, 19, '14:45.8', 36.31039017855741, 97.72140953563455, 134, 86, 35, 'Male', 96.51296135365634, 1.869289744004569, 0.079578516, 48, 27.62055462993184, 102, 'High Risk'),
(12281, 70, 19, '13:45.8', 37.31772068667007, 99.50758315381502, 132, 86, 43, 'Male', 77.20591324462394, 1.9337069080443292, 0.083730187, 46, 20.64758520815179, 101.33333333333333, 'Low Risk'),
(12282, 60, 12, '12:45.8', 37.245561841491686, 96.00897145, 130, 82, 62, 'Male', 62.70113875, 1.8579431070275754, 0.085934614, 48, 18.16396289866232, 98, 'High Risk'),
(12283, 90, 15, '11:45.8', 37.05386405655322, 97.40927344085969, 136, 79, 56, 'Male', 92.23840452, 1.525786975229795, 0.1274017760363895, 57, 39.62086709141283, 98, 'High Risk'),
(12284, 83, 14, '10:45.8', 36.89897014340806, 96.18638048, 112, 87, 49, 'Male', 81.61447683001866, 1.882115612137539, 0.11917868502933421, 25, 23.039582589342807, 95.33333333333333, 'Low Risk'),
(12285, 82, 14, '09:45.8', 36.87184891902327, 97.40171445137862, 115, 74, 46, 'Female', 68.36587994665503, 1.9632881816029266, 0.13092084126330933, 41, 17.736638049484203, 87.66666666666667, 'High Risk'),
(12286, 73, 15, '08:45.8', 37.25934656111376, 99.46619747809459, 120, 70, 29, 'Female', 59.65275269160989, 1.6759352782116443, 0.05673889, 50, 21.23811672210202, 86.66666666666666, 'Low Risk'),
(12287, 89, 17, '07:45.8', 37.00809490591648, 96.94658543, 111, 83, 18, 'Female', 71.53069735502001, 1.5387332771166624, 0.11081863144506304, 28, 30.211046328136824, 92.33333333333333, 'High Risk'),
(12288, 89, 15, '06:45.8', 37.19569950719293, 96.47029383355091, 128, 80, 68, 'Male', 57.400398777703685, 1.679306834137132, 0.11449733969273304, 48, 20.354235676023794, 96, 'Low Risk'),
(12289, 89, 18, '05:45.8', 36.58364208140289, 95.77625390483806, 131, 72, 86, 'Male', 96.36048977518479, 1.5730129373435913, 0.11037406916953407, 59, 38.94344880406593, 91.66666666666666, 'High Risk'),
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(12291, 79, 13, '03:45.8', 36.846871462547114, 95.54560711142273, 120, 89, 19, 'Male', 61.20278899918374, 1.5690174882664505, 0.064070651, 31, 24.860831199457536, 99.33333333333333, 'Low Risk'),
(12292, 60, 14, '02:45.8', 36.577109915296695, 98.323014, 114, 83, 33, 'Female', 63.87174733251088, 1.7238000088628906, 0.10671730617773253, 31, 21.494880749218463, 93.33333333333333, 'Low Risk'),
(12293, 61, 13, '01:45.8', 36.154673421125416, 95.28065889, 119, 73, 34, 'Female', 78.10409118003021, 1.5736988745071396, 0.089630424, 46, 31.537736106464664, 88.33333333333333, 'High Risk'),
(12294, 81, 13, '00:45.8', 37.465429670626406, 99.70568367509523, 134, 73, 32, 'Female', 93.85587165178245, 1.7120937607172269, 0.11368908292555327, 61, 32.018896345210514, 93.33333333333333, 'High Risk'),
(12295, 95, 14, '59:45.8', 36.22783962038898, 95.74766665689691, 133, 89, 42, 'Female', 81.25181698724859, 1.7687784761575274, 0.14805687635963174, 44, 25.970851686007666, 103.66666666666667, 'High Risk'),
(12296, 83, 12, '58:45.8', 37.22837256178639, 98.55481470525828, 111, 85, 56, 'Male', 85.58411321027634, 1.8618151013749455, 0.10075578437401454, 26, 24.689941325639893, 93.66666666666667, 'Low Risk'),
(12297, 85, 14, '57:45.8', 37.43386132247588, 98.75388268409897, 112, 84, 62, 'Female', 69.48687239, 1.5350262561426344, 0.1495109085279689, 28, 29.489753868149133, 93.33333333333333, 'Low Risk'),
(12298, 88, 15, '56:45.8', 36.29737576949361, 98.78278497801512, 133, 79, 32, 'Male', 88.59780243654167, 1.9914476235964549, 0.064040063, 54, 22.340103073177556, 97, 'Low Risk'),
(12299, 82, 12, '55:45.8', 37.256341517921214, 96.76368360988799, 111, 73, 60, 'Female', 83.50535741957808, 1.6181526947976224, 0.14748250301300253, 38, 31.891528715956536, 85.66666666666667, 'High Risk'),
(12300, 73, 16, '54:45.8', 36.00706947771808, 99.61777655, 117, 71, 59, 'Male', 83.27989647, 1.6137726173651863, 0.083968793, 46, 31.978308837978425, 86.33333333333333, 'High Risk'),
(12301, 64, 13, '53:45.8', 36.611842376405356, 97.95569969, 137, 73, 89, 'Male', 84.13840686778951, 1.6999945518143522, 0.10856973637335385, 64, 29.11382220292508, 94.33333333333333, 'Low Risk'),
(12302, 86, 16, '52:45.8', 37.16141763625945, 95.78363503559126, 124, 74, 38, 'Male', 66.89034063105292, 1.7160890681837933, 0.087747728, 50, 22.713484137859037, 90.66666666666666, 'Low Risk'),
(12303, 91, 19, '51:45.8', 36.81554299902446, 96.49641318013803, 133, 77, 44, 'Female', 93.22268378782482, 1.9934800498405618, 0.0890471, 56, 23.45836904157768, 95.66666666666666, 'High Risk'),
(12304, 87, 12, '50:45.8', 36.96691844, 97.88424683984708, 130, 74, 75, 'Male', 60.61597592180225, 1.7371026998832155, 0.093588406, 56, 20.087972776854464, 92.66666666666666, 'Low Risk'),
(12305, 72, 19, '49:45.8', 36.95267488812838, 97.83229808983145, 124, 84, 49, 'Female', 84.21075047435897, 1.7911673370430576, 0.074804255, 40, 26.24793946, 97.33333333333333, 'Low Risk'),
(12306, 86, 15, '48:45.8', 36.036875413504276, 99.81495524797607, 133, 79, 40, 'Male', 85.43173913, 1.7932258843828657, 0.09707134, 54, 26.567411906101377, 97, 'Low Risk'),
(12307, 74, 16, '47:45.8', 37.409456206491704, 97.07256035644184, 133, 77, 26, 'Female', 51.92866821591699, 1.960992583311792, 0.099394589, 56, 13.503777775873186, 95.66666666666666, 'High Risk'),
(12308, 77, 17, '46:45.8', 36.30115004, 96.06198829038533, 118, 70, 85, 'Female', 85.08792506, 1.7489398937316645, 0.086642389, 48, 27.817504353792355, 86, 'Low Risk'),
(12309, 78, 13, '45:45.8', 36.94126215937989, 95.36514785131277, 122, 76, 87, 'Male', 94.01950832181325, 1.5691556020057162, 0.11900965390808246, 46, 38.18439839, 91.33333333333333, 'High Risk'),
(12310, 83, 12, '44:45.8', 37.37265321912771, 96.10712771, 122, 76, 32, 'Male', 88.23701170076208, 1.524060885223968, 0.068253832, 46, 37.98797620448728, 91.33333333333333, 'High Risk'),
(12311, 66, 18, '43:45.8', 36.304698475765164, 98.73978245427077, 136, 76, 43, 'Male', 73.46661790767291, 1.926547284128118, 0.13582416416908077, 60, 19.793869474145193, 96, 'Low Risk'),
(12312, 89, 13, '42:45.8', 36.63394405367473, 95.88574726491414, 124, 82, 28, 'Female', 93.41281528153038, 1.980464505768566, 0.065512248, 42, 23.81619263792147, 96, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(12313, 96, 19, '41:45.8', 36.429175614929704, 97.89003245205618, 134, 86, 32, 'Female', 65.12018621098255, 1.5282981993687126, 0.093942838, 48, 27.880427643052048, 102, 'High Risk'),
(12314, 78, 14, '40:45.8', 36.47811747596765, 99.17128223244642, 120, 76, 33, 'Male', 66.2427548, 1.800746288242986, 0.10377083141696189, 44, 20.428351804493943, 90.66666666666667, 'Low Risk'),
(12315, 87, 14, '39:45.8', 36.15533946870567, 97.31590725, 129, 83, 40, 'Male', 73.01582607720724, 1.7893060077084613, 0.099759152, 46, 22.80592873193376, 98.33333333333333, 'Low Risk'),
(12316, 94, 19, '38:45.8', 37.30784464412044, 99.77622659532811, 114, 87, 89, 'Male', 78.45043676676043, 1.8849225776174872, 0.079170208, 27, 22.08047099040311, 96, 'High Risk'),
(12317, 99, 17, '37:45.8', 36.12139624980443, 97.20780329658855, 117, 75, 66, 'Female', 79.55774679968732, 1.9937632409022328, 0.099411998, 42, 20.014064979171817, 89, 'High Risk'),
(12318, 93, 12, '36:45.8', 36.82066822732698, 95.20579265723867, 122, 88, 88, 'Female', 79.05437618685916, 1.9244670579318535, 0.14723979001691812, 34, 21.34543221656807, 99.33333333333333, 'High Risk'),
(12319, 62, 17, '35:45.8', 36.437423191107726, 99.84398136920845, 130, 81, 67, 'Female', 56.38546933090109, 1.6364460719472786, 0.12596894816810136, 49, 21.055414902533702, 97.33333333333333, 'Low Risk'),
(12320, 67, 19, '34:45.8', 36.61386872981271, 99.53288974380887, 130, 84, 69, 'Female', 80.79913082, 1.7998774784160236, 0.11392353848990593, 46, 24.941398623464902, 99.33333333333333, 'Low Risk'),
(12321, 85, 13, '33:45.8', 37.439709930852814, 98.35400223, 113, 71, 57, 'Female', 69.28847000737262, 1.5224832113434719, 0.079583196, 42, 29.892066997243226, 85, 'Low Risk'),
(12322, 60, 19, '32:45.8', 36.251159664338005, 95.70632608329728, 119, 78, 50, 'Male', 73.5535089, 1.861458502989088, 0.10000307030585284, 41, 21.227393842748494, 91.66666666666667, 'Low Risk'),
(12323, 90, 18, '31:45.8', 37.238573983071134, 99.62377865731774, 118, 81, 24, 'Male', 71.81704960078599, 1.6020999551500879, 0.12133280625162841, 37, 27.980040763996204, 93.33333333333333, 'Low Risk'),
(12324, 88, 17, '30:45.8', 36.313578776428216, 99.78446829279669, 125, 79, 66, 'Male', 80.87217869269895, 1.6835542298911839, 0.067918595, 46, 28.532834848045038, 94.33333333333333, 'Low Risk'),
(12325, 78, 13, '29:45.8', 37.3205786, 96.80845652721305, 110, 81, 88, 'Female', 76.55824166859287, 1.922251389548327, 0.12808676713104328, 29, 20.71913324182551, 90.66666666666667, 'Low Risk'),
(12326, 88, 12, '28:45.8', 36.72661061499687, 98.8640734, 115, 76, 19, 'Female', 54.14137731283186, 1.996000069920695, 0.11601953730512338, 39, 13.589647611767358, 89, 'High Risk'),
(12327, 75, 12, '27:45.8', 36.50712857282548, 99.42317505271248, 111, 73, 44, 'Female', 60.24671323403703, 1.8413935530941075, 0.12087965993668187, 38, 17.76806450872721, 85.66666666666667, 'High Risk'),
(12328, 85, 12, '26:45.8', 36.25930373439509, 97.73454015816579, 121, 77, 36, 'Male', 72.72532371048722, 1.9815302163821469, 0.070897287, 44, 18.52184580914448, 91.66666666666667, 'Low Risk'),
(12329, 87, 14, '25:45.8', 37.14614059812499, 96.85872548757442, 134, 81, 57, 'Male', 96.43586401470537, 1.8248151622410858, 0.071109658, 53, 28.960150487454374, 98.66666666666666, 'Low Risk'),
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(12508, 92, 12, '26:45.8', 36.40474394019477, 95.85482867630772, 125, 80, 26, 'Male', 85.82114252, 1.638640339, 0.11712627023855864, 45, 31.961489344564374, 95, 'High Risk'),
(12509, 72, 18, '25:45.8', 36.67175753762307, 97.58394734667452, 111, 71, 36, 'Female', 85.40131226535948, 1.7968151854401526, 0.089040108, 40, 26.45195197050368, 84.33333333333333, 'Low Risk'),
(12510, 88, 13, '24:45.8', 37.11726287529823, 95.32751794948226, 127, 81, 41, 'Male', 55.286881270734966, 1.7581058628297241, 0.068230022, 46, 17.886775154098498, 96.33333333333333, 'High Risk'),
(12511, 70, 15, '23:45.8', 37.054076171853474, 97.38690304727524, 126, 75, 43, 'Male', 99.77137129382385, 1.665832040738839, 0.087906165, 51, 35.953694111815594, 92, 'High Risk'),
(12512, 70, 13, '22:45.8', 36.92588667956193, 98.62237347415738, 131, 71, 46, 'Female', 61.46659012806393, 1.5256110821989222, 0.14554701605982537, 60, 26.40896929245145, 91, 'Low Risk'),
(12513, 86, 12, '21:45.8', 36.63016820661747, 97.02653918854901, 126, 86, 59, 'Male', 62.59965709, 1.6769814777244627, 0.074619848, 40, 22.259500906321836, 99.33333333333333, 'Low Risk'),
(12514, 64, 18, '20:45.8', 36.992311574471906, 98.36152841191503, 123, 80, 52, 'Male', 55.17839503255773, 1.9615086585506623, 0.11913664015145982, 43, 14.341302781413175, 94.33333333333333, 'High Risk'),
(12515, 65, 15, '19:45.8', 37.03380692295133, 99.99513439271905, 112, 82, 29, 'Female', 69.04245877855354, 1.9545340392268304, 0.055405832, 30, 18.072980196853194, 92, 'High Risk'),
(12516, 80, 16, '18:45.8', 37.27137197348191, 96.63830107568397, 136, 75, 48, 'Male', 66.95555440256895, 1.5919640883952715, 0.080839045, 61, 26.419225212929856, 95.33333333333333, 'Low Risk'),
(12517, 64, 13, '17:45.8', 36.506848774721036, 95.26742347747665, 112, 72, 70, 'Female', 77.98985467849421, 1.922311654664529, 0.12186075538936865, 40, 21.10525059180189, 85.33333333333333, 'Low Risk'),
(12518, 78, 17, '16:45.8', 36.74924191, 98.54737200299063, 128, 73, 77, 'Female', 77.31555473153827, 1.7112713469237277, 0.11292529324892837, 55, 26.401531421106448, 91.33333333333333, 'Low Risk'),
(12519, 88, 15, '15:45.8', 36.687578252043686, 98.15101370333522, 128, 81, 88, 'Female', 85.2659565, 1.8812444417298582, 0.11438178320275347, 47, 24.092685346328526, 96.66666666666667, 'Low Risk'),
(12520, 88, 14, '14:45.8', 37.248981725750546, 96.85493177855271, 129, 73, 70, 'Male', 68.65806135152356, 1.5206956684642283, 0.13261030870494356, 56, 29.689775835834595, 91.66666666666666, 'Low Risk'),
(12521, 61, 19, '13:45.8', 36.126179513102606, 96.40360082231334, 137, 80, 79, 'Female', 93.11750843943113, 1.836843585519485, 0.060280034, 57, 27.59859637225337, 99, 'Low Risk'),
(12522, 62, 17, '12:45.8', 36.45002313561148, 96.59407560344344, 134, 85, 18, 'Male', 75.67731508959332, 1.9864047778026286, 0.056847769, 49, 19.17918787041897, 101.33333333333333, 'Low Risk'),
(12523, 89, 13, '11:45.8', 36.99502964463761, 96.79664783489928, 132, 79, 47, 'Female', 57.587786218395294, 1.7643910132382294, 0.10878388672314543, 53, 18.49867871436704, 96.66666666666666, 'High Risk'),
(12524, 60, 13, '10:45.8', 36.17197887145631, 95.92100388192605, 132, 75, 23, 'Female', 51.93502176097048, 1.8666818026885996, 0.05234722, 57, 14.904579585170312, 94, 'High Risk'),
(12525, 67, 14, '09:45.8', 37.36957065789898, 99.96247699, 121, 71, 43, 'Female', 62.71382777826611, 1.8794259046155068, 0.1133012558287095, 50, 17.75468174472305, 87.66666666666666, 'High Risk'),
(12526, 65, 17, '08:45.8', 37.490107525441424, 97.83094312579969, 121, 85, 68, 'Female', 60.78820052008835, 1.792937989956461, 0.083659483, 36, 18.909878939769904, 97, 'Low Risk'),
(12527, 87, 18, '07:45.8', 36.06467780575054, 96.43911149147102, 136, 86, 30, 'Female', 62.400041981122115, 1.8262463279609222, 0.14181650593161213, 50, 18.70967185006021, 102.66666666666666, 'Low Risk'),
(12528, 62, 14, '06:45.8', 36.110834065739105, 96.40990832756181, 113, 84, 74, 'Female', 99.25724586338444, 1.9281064826488372, 0.081611605, 29, 26.69931940353131, 93.66666666666667, 'Low Risk'),
(12529, 60, 19, '05:45.8', 36.67140571428669, 95.28355667165312, 130, 83, 42, 'Male', 96.79351409267548, 1.8579558415831505, 0.11182550315187166, 47, 28.039836800882696, 98.66666666666667, 'Low Risk'),
(12530, 64, 14, '04:45.8', 36.15862579611667, 99.13466542, 135, 71, 55, 'Female', 96.97061436414918, 1.5420652403176764, 0.094150919, 64, 40.77881970018154, 92.33333333333333, 'High Risk'),
(12531, 71, 16, '03:45.8', 36.24312346624121, 95.73407202419872, 119, 82, 44, 'Male', 64.81805877972924, 1.8354461289661308, 0.1015212603874828, 37, 19.24033970729666, 94.33333333333333, 'Low Risk'),
(12532, 91, 16, '02:45.8', 36.729234788629334, 97.28048380220812, 116, 88, 73, 'Female', 69.85734424637442, 1.677038347807458, 0.076884774, 28, 24.838541121184228, 97.33333333333333, 'High Risk'),
(12533, 88, 16, '01:45.8', 36.63053895264118, 96.93979772, 135, 75, 70, 'Male', 55.82924149588892, 1.5091579288509176, 0.11514347988780213, 60, 24.51276760990096, 95, 'Low Risk'),
(12534, 80, 12, '00:45.8', 36.14834013123469, 95.56121662206732, 128, 80, 65, 'Female', 52.50627301718762, 1.6558841239390611, 0.069783021, 48, 19.149229664204203, 96, 'Low Risk'),
(12535, 65, 18, '59:45.8', 37.152142380150096, 98.94418000217752, 135, 76, 43, 'Male', 73.80582142079898, 1.6986185751523115, 0.063067901, 59, 25.579902224360705, 95.66666666666666, 'Low Risk'),
(12536, 96, 15, '58:45.8', 36.07003689065002, 95.48376170576937, 113, 79, 84, 'Female', 51.570541253248635, 1.6964709209115265, 0.06582061, 34, 17.91879702, 90.33333333333333, 'High Risk'),
(12537, 63, 18, '57:45.8', 36.33415518053697, 99.25408517, 116, 88, 60, 'Female', 98.41657454985167, 1.705340583589227, 0.076195167, 28, 33.84121834881326, 97.33333333333333, 'High Risk'),
(12538, 83, 18, '56:45.8', 36.82808176971845, 99.93893701, 126, 72, 74, 'Female', 85.46278617107285, 1.7529318281491033, 0.11520366551047262, 54, 27.81294608256002, 90, 'Low Risk'),
(12539, 89, 14, '55:45.8', 36.17869587, 97.17785050140095, 128, 74, 62, 'Female', 94.66867077744769, 1.5543471323164555, 0.067220203, 54, 39.18413344156228, 92, 'High Risk'),
(12540, 89, 12, '54:45.8', 37.035688146375236, 99.29019046702545, 119, 71, 33, 'Female', 97.27209192924678, 1.9710581805691338, 0.094425045, 48, 25.037408112697296, 87, 'Low Risk'),
(12541, 94, 13, '53:45.8', 37.46438513672309, 97.95653000708812, 139, 72, 40, 'Female', 61.04450827748669, 1.8308772665796391, 0.066022449, 67, 18.210762705453604, 94.33333333333333, 'High Risk'),
(12542, 83, 18, '52:45.8', 36.93775011419059, 99.69975910112166, 117, 70, 85, 'Male', 72.06074235, 1.5507659528600202, 0.092058816, 47, 29.964443528396288, 85.66666666666667, 'Low Risk'),
(12543, 98, 18, '51:45.8', 36.00842408257382, 97.24599167867669, 135, 84, 25, 'Male', 73.75372061040021, 1.8695865770898872, 0.14198136943069045, 51, 21.100501196606658, 101, 'High Risk'),
(12544, 92, 12, '50:45.8', 36.92099536054927, 96.24895328121544, 139, 75, 86, 'Female', 66.61666258752682, 1.8963145386872344, 0.13614431631501323, 64, 18.52516657870922, 96.33333333333333, 'High Risk'),
(12545, 67, 19, '49:45.8', 36.19247403385877, 99.62877897532853, 134, 78, 74, 'Female', 75.22581294517309, 1.5240624524862936, 0.13544473380652067, 56, 32.386302070870315, 96.66666666666666, 'High Risk'),
(12546, 76, 12, '48:45.8', 36.75607995, 97.49809153841291, 126, 80, 70, 'Male', 59.726112239736935, 1.7910151077142515, 0.073497023, 46, 18.619402811876967, 95.33333333333333, 'Low Risk'),
(12547, 85, 13, '47:45.8', 36.870725348639986, 96.99076614693784, 119, 76, 44, 'Female', 91.92026757, 1.7248522557749757, 0.093076666, 43, 30.89637145824535, 90.33333333333333, 'High Risk'),
(12548, 74, 14, '46:45.8', 36.32589217200235, 97.24557066885475, 137, 71, 68, 'Female', 69.46352483482846, 1.6971391681783339, 0.091046211, 66, 24.1169234, 93, 'Low Risk'),
(12549, 64, 17, '45:45.8', 36.38235829013518, 95.06314499292466, 112, 71, 40, 'Female', 64.20618758, 1.8834829407415015, 0.053464685, 41, 18.09895503990695, 84.66666666666667, 'High Risk'),
(12550, 64, 12, '44:45.8', 36.41067433, 96.46586357481056, 125, 78, 72, 'Male', 74.99226243291085, 1.5223799689242292, 0.12244450934689029, 47, 32.357155349822925, 93.66666666666667, 'High Risk'),
(12551, 87, 14, '43:45.8', 36.802108261777235, 95.08077194933168, 120, 81, 43, 'Female', 59.774274414724275, 1.7539898240185618, 0.062516423, 39, 19.429435111639137, 94, 'Low Risk'),
(12552, 64, 19, '42:45.8', 37.05077673815136, 97.07633803556398, 133, 75, 70, 'Female', 98.96672164509107, 1.7047773387782326, 0.085646386, 58, 34.052880676922975, 94.33333333333333, 'High Risk'),
(12553, 66, 19, '41:45.8', 36.22693514808445, 97.92984433576314, 125, 80, 50, 'Male', 86.56479985252852, 1.7657615168605698, 0.14659183374551962, 45, 27.76369304151774, 95, 'Low Risk'),
(12554, 84, 13, '40:45.8', 36.479827027212195, 99.14842928675529, 134, 81, 28, 'Female', 99.45828622236158, 1.8440943057688248, 0.063366671, 53, 29.246555052177367, 98.66666666666666, 'Low Risk'),
(12555, 91, 12, '39:45.8', 36.17894161965972, 96.82263874648321, 136, 77, 42, 'Female', 60.34070975332524, 1.7352804720198534, 0.053838710846696225, 59, 20.038769755287717, 96.66666666666666, 'High Risk'),
(12556, 84, 17, '38:45.8', 36.99864745788557, 98.52037592, 111, 85, 72, 'Male', 99.43158044878302, 1.6034530145389796, 0.13305453725766309, 26, 38.67335641254105, 93.66666666666667, 'High Risk'),
(12557, 80, 13, '37:45.8', 36.51996369484234, 97.67026300349421, 139, 86, 19, 'Female', 96.14075106089382, 1.5105418473373693, 0.14617229952960104, 53, 42.134901988115196, 103.66666666666666, 'High Risk'),
(12558, 98, 12, '36:45.8', 37.280868104740655, 97.43929288381479, 131, 89, 29, 'Female', 54.51219825651852, 1.5128472342835242, 0.12644506797076205, 42, 23.81790421800188, 103, 'High Risk'),
(12559, 64, 13, '35:45.8', 36.65797463497163, 96.95438039224157, 135, 84, 75, 'Female', 50.77886216344256, 1.540662686890819, 0.067608103, 51, 21.392810096767924, 101, 'Low Risk'),
(12560, 98, 16, '34:45.8', 36.37481797385976, 99.46072755090152, 113, 76, 76, 'Male', 53.81795872364403, 1.9555350321899494, 0.098763955, 37, 14.073302421113107, 88.33333333333333, 'High Risk'),
(12561, 89, 14, '33:45.8', 37.38297096163427, 95.05370940918795, 136, 84, 70, 'Female', 70.99048362264986, 1.6817671848827291, 0.12304403750205117, 52, 25.099691668184153, 101.33333333333333, 'Low Risk'),
(12562, 96, 12, '32:45.8', 37.157332362822814, 96.86128544513676, 112, 79, 29, 'Female', 82.9273859, 1.6027405587955572, 0.13990195230081282, 33, 32.28282418209866, 90, 'High Risk'),
(12563, 63, 13, '31:45.8', 36.49954777085197, 99.42301835393981, 114, 89, 81, 'Male', 96.82135627505835, 1.7597659271721715, 0.099703916, 25, 31.26521019671031, 97.33333333333333, 'High Risk'),
(12564, 62, 14, '30:45.8', 37.00371027525665, 96.89967688032576, 132, 89, 71, 'Female', 87.51663005823032, 1.8480238692209277, 0.14249839729539837, 43, 25.62568206694259, 103.33333333333333, 'Low Risk'),
(12565, 61, 17, '29:45.8', 36.650032758653175, 95.87746496645025, 132, 81, 33, 'Female', 57.31715856928094, 1.7430847575368462, 0.13087817802636115, 51, 18.86460179163211, 98, 'Low Risk'),
(12566, 74, 13, '28:45.8', 37.08284099509429, 96.70672481163382, 119, 83, 48, 'Male', 72.16378419345011, 1.9632129108892578, 0.099864368, 36, 18.72339054069192, 95, 'Low Risk'),
(12567, 98, 13, '27:45.8', 37.23681098216724, 96.30099404412638, 136, 81, 54, 'Female', 73.30554007333441, 1.637647723355665, 0.071327072, 55, 27.333536526278074, 99.33333333333333, 'High Risk'),
(12568, 89, 12, '26:45.8', 37.20902907866351, 99.11939864081417, 117, 75, 45, 'Male', 50.13912208586369, 1.8598563119230254, 0.14802820187220744, 42, 14.494990647436392, 89, 'High Risk'),
(12569, 97, 16, '25:45.8', 36.21470984987083, 95.50982431776893, 136, 76, 37, 'Female', 75.22027269353583, 1.9794744832195668, 0.073070134, 60, 19.197076165476567, 96, 'High Risk'),
(12570, 97, 13, '24:45.8', 37.196089573387255, 97.06556948457529, 131, 83, 21, 'Male', 73.41566915190201, 1.8019487659995619, 0.099029149, 48, 22.61017293671325, 99, 'High Risk'),
(12571, 84, 14, '23:45.8', 36.38095383479057, 97.88312450886674, 117, 70, 31, 'Male', 94.25925007550941, 1.966282988702308, 0.065476441, 47, 24.379900921228188, 85.66666666666667, 'Low Risk'),
(12572, 83, 18, '22:45.8', 36.700751865199344, 98.07113469255856, 121, 72, 55, 'Male', 89.15023493694586, 1.7805582573799121, 0.11121813230849695, 49, 28.119663318821097, 88.33333333333333, 'Low Risk'),
(12573, 84, 12, '21:45.8', 37.32170230332419, 97.57144757407511, 117, 82, 64, 'Female', 70.40606919926914, 1.6065387603910466, 0.11762067800473718, 35, 27.278952022626076, 93.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(12574, 64, 14, '20:45.8', 36.68153869919237, 97.97570451038634, 136, 83, 49, 'Female', 50.74112974, 1.7547184544000785, 0.053796455, 53, 16.479546086936065, 100.66666666666666, 'High Risk'),
(12575, 74, 13, '19:45.8', 36.08241779237781, 99.07990465208486, 112, 80, 41, 'Female', 93.11909562944595, 1.817988523923023, 0.12608009620973606, 32, 28.17451667902338, 90.66666666666667, 'Low Risk'),
(12576, 60, 18, '18:45.8', 36.75945495028082, 98.54149279, 136, 79, 33, 'Female', 91.52901875395068, 1.5932451524159918, 0.10991057136540361, 57, 36.05733251743141, 98, 'High Risk'),
(12577, 87, 14, '17:45.8', 36.757626589459775, 95.39954506612857, 139, 74, 42, 'Male', 93.29569153901673, 1.961177426303602, 0.083027547, 65, 24.25648215550322, 95.66666666666666, 'Low Risk'),
(12578, 62, 16, '16:45.8', 36.76659100647209, 95.43603897031463, 135, 82, 52, 'Female', 78.08811108598219, 1.674782922, 0.127244252, 53, 27.83991278336809, 99.66666666666666, 'Low Risk'),
(12579, 87, 15, '15:45.8', 36.50684870630959, 95.26435608910118, 121, 79, 81, 'Female', 75.18229126, 1.838620488729132, 0.1434992294330802, 42, 22.239825042567862, 93, 'Low Risk'),
(12580, 75, 16, '14:45.8', 37.24486797035216, 97.92008449726261, 129, 70, 27, 'Male', 61.08375160867185, 1.550964734301065, 0.067295682, 59, 25.39345863014461, 89.66666666666666, 'Low Risk'),
(12581, 83, 15, '13:45.8', 37.04632898683225, 99.20142062794518, 129, 70, 57, 'Male', 64.53806530476476, 1.8362217929875082, 0.11880791002145268, 59, 19.14104601233235, 89.66666666666666, 'Low Risk'),
(12582, 79, 15, '12:45.8', 36.37542482894852, 98.49596378479814, 118, 75, 19, 'Female', 92.67202615612052, 1.926697713124151, 0.11396325256484724, 43, 24.964420810864297, 89.33333333333333, 'Low Risk'),
(12583, 63, 17, '11:45.8', 37.01057701282256, 99.47541730576322, 133, 88, 88, 'Female', 85.10601568679382, 1.8491900666036236, 0.12720494867866983, 45, 24.88841016570463, 103, 'Low Risk'),
(12584, 84, 14, '10:45.8', 36.35217452415347, 96.58248853565084, 111, 74, 27, 'Female', 70.24375457783134, 1.9145385476567673, 0.12076287520344092, 37, 19.16370544785979, 86.33333333333333, 'Low Risk'),
(12585, 78, 14, '09:45.8', 36.18319971395275, 96.01589791303671, 113, 80, 33, 'Male', 88.66286568275282, 1.9893860495124884, 0.12716457105811943, 33, 22.402868402614413, 91, 'Low Risk'),
(12586, 98, 19, '08:45.8', 36.055756564695585, 97.62178420691065, 136, 77, 46, 'Female', 69.43389171200056, 1.8380074418449532, 0.11028432354119425, 59, 20.553083038453984, 96.66666666666666, 'High Risk'),
(12587, 71, 15, '07:45.8', 37.02833781550524, 97.49252052, 128, 86, 45, 'Male', 88.32543352234842, 1.8002958224625953, 0.14421416216357058, 42, 27.251978039317105, 100, 'Low Risk'),
(12588, 60, 15, '06:45.8', 36.10771421072193, 98.89167462173151, 135, 79, 56, 'Male', 56.65125583258102, 1.9109677791214763, 0.141057096, 56, 15.513250764555913, 97.66666666666666, 'High Risk'),
(12589, 92, 12, '05:45.8', 36.27476652624637, 95.50775361422824, 113, 82, 30, 'Male', 76.60197890152098, 1.533134062349043, 0.11464908975992534, 31, 32.58965206120985, 92.33333333333333, 'High Risk'),
(12590, 90, 14, '04:45.8', 37.00678961, 98.33169014986119, 111, 88, 81, 'Female', 64.69160949695971, 1.5484472524119837, 0.068410356, 23, 26.98081876772049, 95.66666666666667, 'Low Risk'),
(12591, 65, 19, '03:45.8', 36.833785182005705, 98.95391341, 118, 73, 70, 'Female', 73.13585864213223, 1.6547001480761636, 0.091141272, 45, 26.711098755799405, 88, 'Low Risk'),
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(12769, 66, 19, '05:45.8', 36.40120129432543, 97.66616127153044, 121, 71, 58, 'Male', 90.54076466, 1.625561267101833, 0.072754005, 50, 34.263953560149574, 87.66666666666666, 'High Risk'),
(12770, 74, 12, '04:45.8', 36.533310433589925, 95.74122137239512, 131, 77, 32, 'Female', 64.82475451274951, 1.7990872612705586, 0.086815241, 54, 20.027946556976893, 95, 'Low Risk'),
(12771, 98, 19, '03:45.8', 37.391171887103916, 96.15812298860855, 122, 88, 62, 'Male', 71.35398536948593, 1.7220684891280786, 0.097203581, 34, 24.061206205591454, 99.33333333333333, 'High Risk'),
(12772, 78, 18, '02:45.8', 36.373732603539096, 95.70525302533035, 115, 87, 45, 'Male', 98.38642410555414, 1.9488400529580119, 0.055586341, 28, 25.904951453280038, 96.33333333333333, 'Low Risk'),
(12773, 90, 19, '01:45.8', 37.02227311704072, 98.96217386932088, 124, 82, 50, 'Female', 99.49961512178902, 1.5411828955471931, 0.11071308438355276, 42, 41.89025845950474, 96, 'High Risk'),
(12774, 85, 17, '00:45.8', 36.075715383451616, 96.83323281898929, 123, 79, 60, 'Male', 64.15957247102807, 1.5012998301521097, 0.12265771156655102, 44, 28.466009530465797, 93.66666666666667, 'Low Risk'),
(12775, 87, 17, '59:45.8', 36.41744589855963, 98.73714784241211, 127, 71, 21, 'Male', 93.13849190645325, 1.8494516449599683, 0.070537697, 56, 27.229724025527805, 89.66666666666666, 'Low Risk'),
(12776, 98, 12, '58:45.8', 37.19912028024249, 97.08635462, 135, 77, 19, 'Female', 95.43254245994268, 1.8491347907920748, 0.076470271, 58, 27.90996903639306, 96.33333333333333, 'High Risk'),
(12777, 83, 15, '57:45.8', 36.06314205257084, 95.52964607381931, 132, 74, 71, 'Female', 58.250874736921176, 1.930318765443332, 0.07460189, 58, 15.633074088695901, 93.33333333333333, 'High Risk'),
(12778, 80, 13, '56:45.8', 36.958780377131674, 98.25921003839768, 134, 71, 84, 'Male', 93.49539593377332, 1.8056243495060813, 0.11171099360652376, 63, 28.677112472139953, 92, 'Low Risk'),
(12779, 71, 17, '55:45.8', 37.13371107787839, 96.26488052, 126, 76, 39, 'Female', 60.34020690695018, 1.7149132735800672, 0.11244552925463458, 50, 20.517406896413682, 92.66666666666666, 'Low Risk'),
(12780, 87, 15, '54:45.8', 36.36664631411276, 98.18195260246702, 137, 73, 46, 'Female', 52.453759720407824, 1.5123130792938988, 0.083762342, 64, 22.934707523715954, 94.33333333333333, 'Low Risk'),
(12781, 81, 13, '53:45.8', 36.49006079929615, 97.13914601343136, 131, 74, 38, 'Male', 52.65917882064453, 1.7050646761035413, 0.13518066587182365, 57, 18.113082613936605, 93, 'High Risk'),
(12782, 61, 12, '52:45.8', 37.24769815915684, 99.72016183351086, 119, 81, 73, 'Female', 78.87810534413117, 1.6763962949690516, 0.076559772, 38, 28.067458271363552, 93.66666666666667, 'Low Risk'),
(12783, 69, 17, '51:45.8', 36.56890738571961, 95.48484258, 111, 89, 61, 'Male', 81.93932519944279, 1.8730034367060402, 0.13705323406667697, 22, 23.356901785746683, 96.33333333333333, 'Low Risk'),
(12784, 82, 13, '50:45.8', 36.73519404136401, 99.79759855156979, 122, 82, 70, 'Male', 52.35178360783602, 1.5565277442336811, 0.14747950977781676, 40, 21.60815817284748, 95.33333333333333, 'Low Risk'),
(12785, 72, 18, '49:45.8', 37.43400135954859, 96.17461648847342, 117, 73, 42, 'Male', 82.54907995, 1.6597180417728936, 0.13397253262470943, 44, 29.96702342121838, 87.66666666666667, 'Low Risk'),
(12786, 93, 14, '48:45.8', 36.08511002842673, 98.07374604204426, 139, 74, 76, 'Female', 55.11198935916938, 1.8117167563090888, 0.12832382213771498, 65, 16.790571781867317, 95.66666666666666, 'High Risk'),
(12787, 65, 18, '47:45.8', 36.43147477068739, 95.49915670255805, 122, 76, 73, 'Male', 78.21798079625314, 1.9928572685623955, 0.12388797180174795, 46, 19.694919517999356, 91.33333333333333, 'Low Risk'),
(12788, 88, 18, '46:45.8', 37.10899489879136, 96.65565898708704, 119, 75, 25, 'Male', 86.86117183274668, 1.7147332950916878, 0.11372300335496778, 44, 29.541498603607565, 89.66666666666667, 'Low Risk'),
(12789, 89, 19, '45:45.8', 37.482215061131136, 96.03097460690225, 128, 83, 22, 'Female', 59.47262270496164, 1.8144084092148474, 0.10953998629865272, 45, 18.065375411935417, 98, 'High Risk'),
(12790, 62, 15, '44:45.8', 37.28553074877244, 95.35823063918929, 131, 82, 78, 'Male', 55.108726091745375, 1.9767794138861787, 0.054118979, 49, 14.102754717402366, 98.33333333333333, 'High Risk'),
(12791, 90, 19, '43:45.8', 36.93875709, 98.00494244, 131, 87, 65, 'Female', 70.83979049942056, 1.8801719933323715, 0.10728963165792152, 44, 20.03927982287456, 101.66666666666667, 'Low Risk'),
(12792, 94, 18, '42:45.8', 37.30441351687824, 97.45822350058812, 130, 84, 78, 'Female', 57.710447224456246, 1.6105295813424059, 0.126271656, 46, 22.24933461820721, 99.33333333333333, 'High Risk'),
(12793, 72, 15, '41:45.8', 37.45232682831955, 96.49183709051395, 117, 71, 73, 'Male', 60.506434020951616, 1.7508541057793705, 0.054418522479521385, 46, 19.73793163657251, 86.33333333333333, 'Low Risk'),
(12794, 81, 18, '40:45.8', 36.199103381162594, 99.16960975, 125, 78, 44, 'Male', 88.05184295087355, 1.9330959631577949, 0.14079368769035372, 47, 23.563056385692754, 93.66666666666667, 'Low Risk'),
(12795, 72, 16, '39:45.8', 37.09546953, 96.21628229793762, 137, 82, 31, 'Male', 72.15162879302119, 1.5452506020392258, 0.1069900547240996, 55, 30.216787932409705, 100.33333333333333, 'High Risk'),
(12796, 76, 17, '38:45.8', 36.34061055652389, 95.53124125, 110, 89, 39, 'Male', 57.10163003975728, 1.7949442104299773, 0.086630553, 21, 17.72338194, 96, 'High Risk'),
(12797, 83, 18, '37:45.8', 37.12070108389615, 99.43145944, 136, 87, 61, 'Female', 88.72427775592466, 1.7452349308811816, 0.069510653, 49, 29.129610602485474, 103.33333333333333, 'Low Risk'),
(12798, 70, 13, '36:45.8', 37.270545440992606, 95.82661879784595, 138, 74, 22, 'Female', 70.58600028956734, 1.7951826053591056, 0.10904691941206765, 64, 21.902884382466723, 95.33333333333333, 'Low Risk'),
(12799, 76, 17, '35:45.8', 37.08296330075697, 96.18675652010386, 139, 71, 87, 'Female', 61.44936980971288, 1.6008711582131459, 0.12706991647510354, 68, 23.97754268218488, 93.66666666666666, 'Low Risk'),
(12800, 81, 14, '34:45.8', 36.649211239116106, 95.40618207278227, 139, 74, 89, 'Male', 57.06877429552665, 1.7020009486819578, 0.1258860407611066, 65, 19.700577145078324, 95.66666666666666, 'Low Risk'),
(12801, 85, 18, '33:45.8', 36.064359602467924, 99.85380914, 121, 89, 74, 'Male', 89.56290511377392, 1.8951740063448586, 0.066514854, 32, 24.936183775762476, 99.66666666666667, 'Low Risk'),
(12802, 79, 15, '32:45.8', 36.642665831445925, 97.99460669, 127, 71, 26, 'Female', 57.802319508834024, 1.8174890816490448, 0.061493372, 56, 17.498533171767644, 89.66666666666666, 'High Risk'),
(12803, 94, 14, '31:45.8', 36.90698357000524, 95.84195367386246, 133, 84, 75, 'Female', 57.05286358595207, 1.635450128862025, 0.11110223585648243, 49, 21.330588452101203, 100.33333333333333, 'High Risk'),
(12804, 83, 18, '30:45.8', 36.071056422513195, 98.08802484865282, 131, 78, 22, 'Male', 78.43487879245865, 1.8798530253191397, 0.075424814, 53, 22.195321411855502, 95.66666666666666, 'Low Risk'),
(12805, 76, 13, '29:45.8', 36.36255302895429, 99.39459915064928, 121, 75, 72, 'Female', 61.06315756, 1.5980977487926946, 0.079865263, 46, 23.909614744053975, 90.33333333333333, 'Low Risk'),
(12806, 92, 15, '28:45.8', 36.07595027620622, 97.33524121765466, 121, 73, 61, 'Male', 76.16752237, 1.559144888343498, 0.14066862243530648, 48, 31.332632026431995, 89, 'High Risk'),
(12807, 61, 14, '27:45.8', 37.22888665639516, 99.49389818, 122, 86, 36, 'Female', 71.01279114944123, 1.5169630870231265, 0.081488468, 36, 30.859334558518576, 98, 'High Risk'),
(12808, 86, 14, '26:45.8', 36.06471355066405, 98.72356308139676, 126, 70, 33, 'Female', 63.44623230832533, 1.5555105514826033, 0.066520179, 56, 26.221643841975563, 88.66666666666666, 'Low Risk'),
(12809, 73, 17, '25:45.8', 37.18572641, 96.32114925402303, 130, 73, 25, 'Female', 73.06158914, 1.9905445947162872, 0.11325203699987359, 57, 18.439336544306652, 92, 'High Risk'),
(12810, 90, 15, '24:45.8', 36.74620457613785, 95.47862508453969, 121, 76, 43, 'Male', 61.46874698865686, 1.9945220642039219, 0.050475150831797634, 45, 15.451714328280566, 91, 'High Risk'),
(12811, 95, 13, '23:45.8', 36.842009858587524, 98.94619404, 139, 84, 87, 'Male', 58.76192143471576, 1.859536113468796, 0.06931245, 55, 16.993653315373532, 102.33333333333333, 'High Risk'),
(12812, 91, 17, '22:45.8', 36.13085412887278, 97.86646267250646, 116, 80, 58, 'Female', 70.92004884463145, 1.791011569977429, 0.074772984, 36, 22.109160030931818, 92, 'High Risk'),
(12813, 82, 15, '21:45.8', 37.25304230935025, 99.47426321296847, 111, 72, 64, 'Male', 63.271876533899245, 1.516239093473119, 0.098631008, 39, 27.521704985079083, 85, 'Low Risk'),
(12814, 61, 18, '20:45.8', 36.61601491, 99.18453670470704, 132, 83, 29, 'Female', 60.19120173256777, 1.7453508879582988, 0.077894323, 49, 19.759116035679575, 99.33333333333333, 'Low Risk'),
(12815, 75, 18, '19:45.8', 36.11441915733499, 97.78209726515477, 115, 79, 41, 'Female', 60.98761029, 1.6995049137733502, 0.08072416, 36, 21.11527623207511, 91, 'Low Risk'),
(12816, 91, 16, '18:45.8', 36.26298786092548, 95.79616333711083, 113, 71, 20, 'Male', 70.45307734153904, 1.8449554289189658, 0.1203999907182588, 42, 20.697991772391706, 85, 'High Risk'),
(12817, 62, 14, '17:45.8', 36.63137296595001, 98.67480452957264, 118, 70, 61, 'Female', 51.00840263771124, 1.5732145485898656, 0.11685529579472562, 48, 20.609422170682674, 86, 'Low Risk'),
(12818, 73, 18, '16:45.8', 36.09642342620978, 95.77965425297623, 120, 70, 22, 'Female', 92.41072553, 1.782165032436791, 0.11439030619314444, 50, 29.095548149881225, 86.66666666666666, 'Low Risk'),
(12819, 60, 14, '15:45.8', 36.96155402604531, 98.22357679554285, 118, 80, 30, 'Male', 98.51929386450377, 1.6639164141460299, 0.082245789, 38, 35.584287827957795, 92.66666666666667, 'High Risk'),
(12820, 60, 15, '14:45.8', 37.24453241, 96.79338519790396, 117, 87, 45, 'Female', 68.95518342838491, 1.643809574095044, 0.11006180189934062, 30, 25.519014982690496, 97, 'Low Risk'),
(12821, 70, 13, '13:45.8', 36.209085626738485, 99.21112907006511, 112, 78, 21, 'Female', 67.82372876159305, 1.9667797309218347, 0.056656078, 34, 17.53356446969421, 89.33333333333333, 'High Risk'),
(12822, 76, 14, '12:45.8', 36.977136289787104, 97.24248785888807, 135, 76, 21, 'Female', 82.59121292566334, 1.8505409684493919, 0.058179133, 59, 24.11773037902791, 95.66666666666666, 'Low Risk'),
(12823, 71, 13, '11:45.8', 37.40216496435262, 98.24804527923817, 131, 73, 84, 'Female', 56.06325519806636, 1.7430935330791455, 0.13477845467882327, 58, 18.451723041939893, 92.33333333333333, 'High Risk'),
(12824, 85, 15, '10:45.8', 37.47523641574165, 96.37892820072514, 130, 78, 45, 'Female', 75.5433467, 1.914866755320497, 0.065201867, 52, 20.602461078718317, 95.33333333333333, 'Low Risk'),
(12825, 82, 17, '09:45.8', 36.17069532345887, 98.06702126025684, 110, 86, 26, 'Female', 87.17589036758415, 1.9019987241200895, 0.1285958731596466, 24, 24.097719740622473, 94, 'Low Risk'),
(12826, 65, 16, '08:45.8', 36.30205914350564, 97.96769548960657, 118, 81, 28, 'Female', 64.86169619539258, 1.8591329002317747, 0.12616453932600918, 37, 18.76581492303008, 93.33333333333333, 'Low Risk'),
(12827, 63, 15, '07:45.8', 37.41426785918193, 96.03362060604813, 121, 82, 76, 'Male', 62.66167501522604, 1.7206143816988282, 0.08868532, 39, 21.165810457011037, 95, 'Low Risk'),
(12828, 79, 15, '06:45.8', 37.14056431582339, 98.27337340617032, 138, 72, 29, 'Female', 81.45656735750251, 1.5619057809305044, 0.069985308, 66, 33.39000160937476, 94, 'High Risk'),
(12829, 66, 15, '05:45.8', 37.11614875301958, 98.93902549263028, 113, 76, 40, 'Male', 53.02640798017859, 1.5473577657820248, 0.11719769627759989, 37, 22.14678712203685, 88.33333333333333, 'Low Risk'),
(12830, 77, 16, '04:45.8', 36.91437954213562, 98.11464507836136, 117, 81, 86, 'Female', 72.21847549073131, 1.9256772951299825, 0.077903682, 36, 19.475171763682354, 93, 'Low Risk'),
(12831, 76, 18, '03:45.8', 37.44153512347899, 95.38956795, 118, 77, 51, 'Female', 85.09320666026042, 1.5165041784613655, 0.12219421364335808, 41, 37.00050635104601, 90.66666666666667, 'High Risk'),
(12832, 85, 18, '02:45.8', 36.601010102768214, 96.32729953727171, 112, 73, 41, 'Female', 52.205439333661076, 1.708153223525445, 0.092729073, 39, 17.892132479122417, 86, 'High Risk'),
(12833, 94, 17, '01:45.8', 37.42331018083164, 95.46428911374886, 126, 74, 57, 'Female', 65.84625764853631, 1.7315012110983354, 0.093488967, 52, 21.962688284942832, 91.33333333333333, 'High Risk'),
(12834, 77, 14, '00:45.8', 36.86306896174658, 98.78843373307458, 118, 71, 82, 'Female', 66.66254682389835, 1.702883197307536, 0.10541129544061262, 47, 22.98858187707123, 86.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(12835, 84, 19, '59:45.8', 37.34895111321686, 99.27041760227661, 127, 89, 79, 'Male', 72.04309698403057, 1.6136071640809455, 0.072228241, 38, 27.66920921510664, 101.66666666666667, 'Low Risk'),
(12836, 70, 17, '58:45.8', 36.13351585831162, 96.53439888602348, 111, 70, 46, 'Female', 82.95185076489855, 1.9959923626719744, 0.12706924374145623, 41, 20.821323400467467, 83.66666666666667, 'Low Risk'),
(12837, 86, 14, '57:45.8', 36.42026236713315, 98.66115283568523, 128, 87, 42, 'Male', 60.92666330632021, 1.9467140282473405, 0.12209485485679518, 41, 16.076928392089098, 100.66666666666667, 'High Risk'),
(12838, 96, 18, '56:45.8', 36.797541874026464, 95.18456294613105, 124, 78, 58, 'Female', 95.49546433825714, 1.8328934421979748, 0.11533318152791414, 46, 28.425512921263635, 93.33333333333333, 'High Risk'),
(12839, 90, 19, '55:45.8', 36.99016720917671, 98.86473092183006, 133, 76, 34, 'Male', 51.011039804663575, 1.6983130934128847, 0.063974309, 57, 17.68596089755322, 95, 'High Risk'),
(12840, 78, 19, '54:45.8', 37.31674741862991, 98.78963043233183, 111, 77, 55, 'Female', 58.55554533065137, 1.5262845190518302, 0.066449522, 34, 25.136049992743892, 88.33333333333333, 'Low Risk'),
(12841, 60, 12, '53:45.8', 36.17917626444687, 98.75232873799001, 137, 72, 63, 'Male', 62.77770723141999, 1.9554267805535817, 0.13961772023188262, 65, 16.41807868778036, 93.66666666666666, 'High Risk'),
(12842, 63, 13, '52:45.8', 36.58593616314923, 98.19792466746247, 124, 80, 53, 'Male', 77.25554266443933, 1.6469765043823912, 0.13253362483627446, 44, 28.480974191749688, 94.66666666666667, 'Low Risk'),
(12843, 94, 17, '51:45.8', 36.59650893518098, 97.04413824, 110, 70, 66, 'Female', 82.32870848745837, 1.8287468345228097, 0.096965751, 40, 24.617510271073712, 83.33333333333333, 'High Risk'),
(12844, 88, 16, '50:45.8', 37.322572066501934, 98.50936296925546, 122, 85, 84, 'Female', 61.33134471966133, 1.841098656099959, 0.060250999, 37, 18.093740814160252, 97.33333333333333, 'High Risk'),
(12845, 70, 16, '49:45.8', 36.55320551281931, 99.51734909, 117, 83, 59, 'Male', 61.89112281691358, 1.545099317074373, 0.076291692, 34, 25.92480870660223, 94.33333333333333, 'Low Risk'),
(12846, 77, 14, '48:45.8', 36.502922436940295, 97.63110665641567, 121, 84, 50, 'Male', 75.70323343, 1.5556882542516843, 0.060270033028167386, 37, 31.280182914849252, 96.33333333333333, 'High Risk'),
(12847, 68, 12, '47:45.8', 36.22429370921009, 98.3187353, 112, 75, 37, 'Male', 87.06960524668389, 1.7308078519129104, 0.14314609683343194, 37, 29.064901936408877, 87.33333333333333, 'Low Risk'),
(12848, 81, 14, '46:45.8', 37.24098598503678, 95.13228417580864, 138, 79, 28, 'Male', 75.30074265, 1.929657766554204, 0.13795672185697383, 59, 20.22267842510901, 98.66666666666666, 'Low Risk'),
(12849, 87, 14, '45:45.8', 36.82602531805498, 98.23286256758091, 115, 75, 70, 'Male', 90.62976294794572, 1.6972219086474682, 0.060321083, 40, 31.462525864443123, 88.33333333333333, 'High Risk'),
(12850, 74, 15, '44:45.8', 37.43890634215188, 97.78737961397869, 124, 87, 74, 'Male', 69.69968379, 1.8653745641598805, 0.1372318241504517, 37, 20.030819004211136, 99.33333333333333, 'Low Risk'),
(12851, 84, 17, '43:45.8', 37.422738926595315, 98.93267394529371, 133, 70, 65, 'Female', 68.38531095458973, 1.5591108256610402, 0.10491060231900462, 63, 28.13253396667099, 91, 'Low Risk'),
(12852, 78, 16, '42:45.8', 36.955932222681945, 97.21055469796677, 132, 73, 85, 'Male', 97.36410591791031, 1.618641909452805, 0.069283015, 59, 37.161849353266476, 92.66666666666666, 'High Risk'),
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(13030, 74, 14, '44:45.8', 36.131528676118606, 99.77376130477451, 118, 76, 47, 'Male', 92.56514505336008, 1.6452571353687793, 0.13725921721711873, 42, 34.19636311993833, 90, 'High Risk'),
(13031, 84, 13, '43:45.8', 37.20512405348513, 99.90138661, 115, 85, 44, 'Male', 80.95305520810449, 1.6306162940781253, 0.064096274, 30, 30.445961118035502, 95, 'High Risk'),
(13032, 65, 17, '42:45.8', 36.46598648348122, 95.63285072710904, 135, 74, 43, 'Female', 70.51151918349765, 1.8203934039224199, 0.055004864, 61, 21.277939285170405, 94.33333333333333, 'Low Risk'),
(13033, 68, 19, '41:45.8', 36.86232442168949, 99.17146734729214, 123, 81, 35, 'Female', 52.59032843707301, 1.7386185510011694, 0.053003974475756443, 42, 17.397917400801116, 95, 'High Risk'),
(13034, 74, 15, '40:45.8', 37.372659779012984, 95.87065048743501, 123, 88, 39, 'Female', 72.08338352456786, 1.7794520329585475, 0.11847057823316702, 35, 22.764734655836715, 99.66666666666667, 'Low Risk'),
(13035, 68, 18, '39:45.8', 36.836697587216904, 97.91562428828468, 114, 75, 68, 'Female', 88.79751176, 1.8261247883113247, 0.1342914091212489, 39, 26.628082441783658, 88, 'Low Risk'),
(13036, 95, 13, '38:45.8', 37.04252152106879, 96.98815179166546, 139, 77, 60, 'Female', 97.88074268840099, 1.859966310521538, 0.12199971974726455, 62, 28.29352773115006, 97.66666666666666, 'High Risk'),
(13037, 81, 12, '37:45.8', 37.029224889489534, 97.40578478177223, 133, 83, 46, 'Female', 96.58297934, 1.963007481520031, 0.094621572, 50, 25.064363971730256, 99.66666666666666, 'Low Risk'),
(13038, 63, 19, '36:45.8', 36.00124330237842, 99.34187640063898, 128, 71, 74, 'Male', 92.71204789, 1.8333855874572742, 0.1234196177806035, 57, 27.58217745419868, 90, 'Low Risk'),
(13039, 98, 18, '35:45.8', 37.11320690779908, 96.54662513470872, 116, 74, 22, 'Female', 57.667798443104026, 1.9807837874302643, 0.053002272, 42, 14.698033283381545, 88, 'High Risk'),
(13040, 82, 19, '34:45.8', 36.428483113708985, 95.93763286035473, 138, 72, 22, 'Female', 77.43771999325266, 1.5214352018026793, 0.13498659024429635, 66, 33.45381390405131, 94, 'High Risk'),
(13041, 65, 16, '33:45.8', 37.478061727852236, 98.25415705402965, 120, 83, 27, 'Male', 96.44028322342336, 1.8606472627881647, 0.10895090703712074, 37, 27.85674574833897, 95.33333333333333, 'Low Risk'),
(13042, 60, 17, '32:45.8', 37.06504239613259, 99.69285769349348, 118, 70, 41, 'Male', 67.75877351151274, 1.9464908791912938, 0.080464042, 48, 17.883840595436396, 86, 'High Risk'),
(13043, 81, 13, '31:45.8', 36.410965644563746, 99.39992149839735, 124, 86, 50, 'Male', 81.66949974288357, 1.532060777405933, 0.10050543977151914, 38, 34.79428423149529, 98.66666666666667, 'High Risk'),
(13044, 92, 13, '30:45.8', 36.75708437079553, 96.42468668990318, 137, 88, 65, 'Male', 85.38575559833703, 1.9581784908250408, 0.13197443788082014, 49, 22.26798264981655, 104.33333333333333, 'High Risk'),
(13045, 67, 18, '29:45.8', 36.97357313894508, 96.89944880909763, 111, 75, 60, 'Male', 90.93130230780002, 1.807433121001672, 0.076926593, 36, 27.83485339391261, 87, 'Low Risk'),
(13046, 83, 15, '28:45.8', 36.516832579839004, 99.45628309, 138, 86, 85, 'Female', 72.66004522, 1.699570714, 0.055365576251701756, 52, 25.15458668733405, 103.33333333333333, 'Low Risk'),
(13047, 64, 17, '27:45.8', 36.00477518871695, 98.75883975986001, 120, 79, 19, 'Female', 60.59879658147643, 1.804838300643976, 0.096436371, 41, 18.603189178001436, 92.66666666666667, 'Low Risk'),
(13048, 90, 18, '26:45.8', 36.80887131247192, 98.74232010138368, 126, 75, 52, 'Male', 88.17814352556577, 1.9628057175937892, 0.11693951572493615, 51, 22.887919761864243, 92, 'Low Risk'),
(13049, 73, 15, '25:45.8', 36.33893003567705, 97.49835086611856, 132, 83, 77, 'Female', 88.44839741173075, 1.8012063578088995, 0.081365613, 49, 27.262333479291982, 99.33333333333333, 'Low Risk'),
(13050, 63, 18, '24:45.8', 36.06896624838291, 98.42230147301646, 136, 89, 21, 'Male', 60.08495746974069, 1.959333087770604, 0.11199040853746453, 47, 15.651256644416536, 104.66666666666667, 'High Risk'),
(13051, 64, 14, '23:45.8', 36.13644356941747, 96.53925580380647, 130, 78, 80, 'Male', 85.68280230811682, 1.9578054007408454, 0.1187872037606636, 52, 22.35396761987542, 95.33333333333333, 'Low Risk'),
(13052, 85, 19, '22:45.8', 36.63948347969112, 96.25373907796723, 117, 74, 63, 'Male', 88.86506555827765, 1.7744218666211675, 0.12712670628216047, 43, 28.223918157925564, 88.33333333333333, 'Low Risk'),
(13053, 78, 12, '21:45.8', 36.04860257205162, 95.92476531869686, 137, 74, 20, 'Female', 62.30875388282605, 1.8351883716991648, 0.135019177, 63, 18.500683279990785, 95, 'Low Risk'),
(13054, 88, 19, '20:45.8', 36.74748927, 97.02040656600623, 127, 84, 30, 'Female', 71.52110194737779, 1.792405569591434, 0.10492008119895278, 43, 22.261869248811404, 98.33333333333333, 'Low Risk'),
(13055, 76, 16, '19:45.8', 37.43683446898448, 97.54050945249823, 120, 87, 86, 'Female', 85.89757265268634, 1.5826705856623593, 0.12863206178621817, 33, 34.29255386827064, 98, 'High Risk'),
(13056, 74, 13, '18:45.8', 36.46463228119241, 98.86473092308049, 121, 75, 26, 'Male', 85.08777958, 1.965475032733865, 0.14250960988423267, 46, 22.025822135074833, 90.33333333333333, 'Low Risk'),
(13057, 96, 14, '17:45.8', 36.32584373, 98.20598608762938, 129, 81, 54, 'Female', 78.33247138553816, 1.6467427340197796, 0.086506923, 48, 28.886193557657904, 97, 'High Risk'),
(13058, 70, 13, '16:45.8', 36.74066314562466, 98.65288494931875, 138, 74, 44, 'Male', 60.72422172589821, 1.5829200431217711, 0.067309189, 64, 24.23505451235581, 95.33333333333333, 'Low Risk'),
(13059, 99, 18, '15:45.8', 36.26343992091046, 99.43227004063728, 117, 84, 28, 'Female', 82.01371804004907, 1.9068247586202394, 0.055541605, 33, 22.556148040150372, 95, 'High Risk'),
(13060, 93, 19, '14:45.8', 36.10211980390532, 95.82128609795052, 125, 80, 71, 'Male', 52.488741237861404, 1.8116475450781155, 0.11018675072647999, 45, 15.992587596530603, 95, 'High Risk'),
(13061, 85, 17, '13:45.8', 37.03163211245597, 97.17914011298619, 129, 75, 53, 'Male', 99.95096746413239, 1.7262456834552098, 0.098552443, 54, 33.54144673129787, 93, 'High Risk'),
(13062, 87, 18, '12:45.8', 36.542911756233195, 98.34059626105025, 130, 88, 28, 'Male', 75.20125397, 1.7155877985436567, 0.10195097402862918, 42, 25.550487145213186, 102, 'Low Risk'),
(13063, 75, 13, '11:45.8', 37.462108550943505, 99.82376780139143, 117, 82, 71, 'Male', 71.68945388518351, 1.6156124989905987, 0.138533517, 35, 27.46507967834782, 93.66666666666667, 'Low Risk'),
(13064, 90, 18, '10:45.8', 36.23924389892307, 99.23857455957669, 114, 84, 61, 'Female', 71.75460060596663, 1.9259066165239043, 0.11758348174135504, 30, 19.345470696525847, 94, 'Low Risk'),
(13065, 81, 13, '09:45.8', 36.782495300875965, 98.30994401, 137, 86, 71, 'Female', 81.63636596808158, 1.9898790796721164, 0.098810813, 51, 20.61722885130973, 103, 'Low Risk'),
(13066, 65, 12, '08:45.8', 36.557575850810984, 99.46532766082753, 132, 75, 64, 'Female', 54.049887287379526, 1.7016876367032234, 0.06159329, 57, 18.665305626262036, 94, 'Low Risk'),
(13067, 80, 16, '07:45.8', 36.67471761, 99.19421829615311, 135, 79, 42, 'Male', 55.50110108661358, 1.9342190491859392, 0.10331257909405482, 56, 14.835093467947317, 97.66666666666666, 'High Risk'),
(13068, 89, 17, '06:45.8', 36.362312881456376, 97.57993042097694, 113, 82, 20, 'Male', 50.89257940826094, 1.6092494314935508, 0.11337253168432933, 31, 19.652044288039672, 92.33333333333333, 'Low Risk'),
(13069, 93, 16, '05:45.8', 36.16221200279869, 98.46422925, 138, 75, 61, 'Female', 52.11616879326391, 1.9144054674313369, 0.09421186, 63, 14.22016481989942, 96, 'High Risk'),
(13070, 72, 16, '04:45.8', 37.36315819153926, 95.63374439185108, 128, 89, 56, 'Female', 91.89896239864538, 1.742445722112132, 0.1000795022603915, 39, 30.268583041449446, 102, 'High Risk'),
(13071, 72, 17, '03:45.8', 36.25149337644403, 95.67331537428159, 125, 70, 58, 'Female', 55.999105712806355, 1.626586181341085, 0.1407191808748094, 55, 21.165422132566547, 88.33333333333333, 'Low Risk'),
(13072, 98, 18, '02:45.8', 36.422230739062826, 96.97374774165847, 134, 75, 56, 'Male', 85.83307223137729, 1.966405927408191, 0.1466120746846888, 59, 22.19771689731177, 94.66666666666666, 'High Risk'),
(13073, 85, 18, '01:45.8', 36.658649387959315, 98.23092320718557, 115, 89, 39, 'Male', 91.47994799392218, 1.5534659246257307, 0.052758476484968564, 26, 37.90726455381523, 97.66666666666667, 'High Risk'),
(13074, 66, 17, '00:45.8', 37.401268669480366, 96.33407422255841, 118, 83, 66, 'Male', 50.62727635758527, 1.9740554115613662, 0.072841929, 35, 12.99169707491913, 94.66666666666667, 'High Risk'),
(13075, 94, 19, '59:45.8', 36.62914039328905, 96.27406169, 134, 87, 65, 'Male', 81.85947775372479, 1.6343470154163313, 0.085729592, 47, 30.646467412886032, 102.66666666666667, 'High Risk'),
(13076, 97, 18, '58:45.8', 36.44930303510643, 95.93446860892004, 135, 83, 54, 'Female', 97.52617279, 1.769852340483216, 0.092829157, 52, 31.13487400325247, 100.33333333333333, 'High Risk'),
(13077, 98, 17, '57:45.8', 36.81904534306429, 95.85443881226763, 120, 88, 33, 'Male', 82.72930146, 1.6897509692733377, 0.11788439823519863, 32, 28.97436647171562, 98.66666666666667, 'High Risk'),
(13078, 91, 16, '56:45.8', 37.39068953059038, 99.36793119, 123, 73, 24, 'Female', 99.95868358576806, 1.639972638, 0.065799153, 50, 37.16612847767191, 89.66666666666666, 'High Risk'),
(13079, 66, 19, '55:45.8', 37.14423969923373, 99.40200766100985, 121, 77, 45, 'Male', 87.41821645077962, 1.9895749004949534, 0.076278043, 44, 22.084183885002535, 91.66666666666667, 'Low Risk'),
(13080, 68, 18, '54:45.8', 36.74202099253188, 97.82557933484696, 112, 73, 48, 'Female', 76.28160625641529, 1.8319184871756042, 0.11934735875357963, 39, 22.730424084261195, 86, 'Low Risk'),
(13081, 90, 12, '53:45.8', 37.09477927846462, 95.61192347701085, 115, 77, 41, 'Male', 50.08831637617702, 1.8418740900094508, 0.086164882, 38, 14.76442563388624, 89.66666666666667, 'High Risk'),
(13082, 98, 13, '52:45.8', 36.05331646976188, 98.28355879883686, 112, 70, 49, 'Female', 51.306577187953756, 1.8930436796999894, 0.14508369561875284, 42, 14.31699168607637, 84, 'High Risk'),
(13083, 90, 14, '51:45.8', 36.57784327177382, 99.69924784054746, 135, 71, 61, 'Female', 87.76549833875082, 1.5112373567479476, 0.072175715, 64, 38.42894502540609, 92.33333333333333, 'High Risk'),
(13084, 89, 18, '50:45.8', 36.94478650966891, 98.96431732066331, 134, 85, 87, 'Male', 98.94882301849307, 1.7402923500880405, 0.058066871243373244, 49, 32.67128457192492, 101.33333333333333, 'High Risk'),
(13085, 90, 13, '49:45.8', 37.33121918261193, 96.11186066932696, 120, 72, 49, 'Male', 99.79305971445132, 1.9632603064033782, 0.075354865, 48, 25.89074614, 88, 'Low Risk'),
(13086, 62, 17, '48:45.8', 36.42704910953181, 95.20806887206157, 114, 76, 19, 'Male', 57.53638850308607, 1.9324483575091402, 0.088054573, 38, 15.407309431647645, 88.66666666666667, 'High Risk'),
(13087, 80, 16, '47:45.8', 37.104377671593326, 96.92859432803785, 115, 86, 36, 'Male', 66.49481731484212, 1.972259193993795, 0.089645816, 29, 17.094634463207772, 95.66666666666667, 'High Risk'),
(13088, 78, 19, '46:45.8', 37.44177013766902, 95.94549742170369, 117, 77, 46, 'Female', 68.44497363, 1.533432636309532, 0.086150593, 40, 29.107985916517837, 90.33333333333333, 'Low Risk'),
(13089, 84, 13, '45:45.8', 37.246519801806144, 95.31993432313583, 114, 78, 73, 'Female', 86.34864056973223, 1.5751847022498244, 0.083786783, 36, 34.801064934151405, 90, 'High Risk'),
(13090, 87, 16, '44:45.8', 36.42473929, 98.76780677, 127, 73, 31, 'Female', 64.67433900775484, 1.5414551718132872, 0.10995246617550605, 54, 27.218876831106556, 91, 'Low Risk'),
(13091, 92, 13, '43:45.8', 37.120106020355955, 97.55057025, 125, 71, 62, 'Male', 60.94826879586369, 1.8986724459645559, 0.11758155508041473, 54, 16.906794680512682, 89, 'High Risk'),
(13092, 80, 17, '42:45.8', 36.87953794341848, 97.12600683956903, 123, 78, 75, 'Male', 74.59468632888604, 1.6511339511067007, 0.05162822, 45, 27.361712602319834, 93, 'Low Risk'),
(13093, 97, 15, '41:45.8', 36.229318110395546, 97.40062323932199, 137, 79, 37, 'Male', 70.04417058904319, 1.5863664796486194, 0.071478931, 58, 27.83331585175817, 98.33333333333333, 'High Risk'),
(13094, 61, 19, '40:45.8', 36.16137427626317, 98.15484908369434, 111, 73, 58, 'Female', 58.23898206908343, 1.5100641132888868, 0.10987291871541663, 38, 25.54012404316496, 85.66666666666667, 'Low Risk'),
(13095, 98, 16, '39:45.8', 37.039756827240694, 95.66718799871485, 117, 80, 65, 'Male', 52.77469359878428, 1.6673773907499991, 0.070935673, 37, 18.982696492152183, 92.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(13096, 73, 15, '38:45.8', 36.26171028789988, 95.12162230943326, 121, 89, 60, 'Male', 60.83796372624951, 1.8770436290327428, 0.10489193281570047, 32, 17.26735966, 99.66666666666667, 'High Risk'),
(13097, 73, 14, '37:45.8', 36.754726741012725, 98.69739439, 128, 75, 80, 'Female', 69.39193426012629, 1.9092282615000675, 0.12308593238436018, 53, 19.03677095057643, 92.66666666666666, 'Low Risk'),
(13098, 82, 16, '36:45.8', 37.249273320959844, 96.64906089864645, 111, 85, 29, 'Male', 58.927187512551086, 1.7153802789867365, 0.1466543073749374, 26, 20.026031168686263, 93.66666666666667, 'Low Risk'),
(13099, 65, 13, '35:45.8', 37.35181686367158, 98.67081565, 110, 85, 34, 'Female', 89.48136955703959, 1.5027195068257462, 0.13535492428047247, 25, 39.625684240168944, 93.33333333333333, 'High Risk'),
(13100, 93, 13, '34:45.8', 37.230240885161166, 99.45372651624285, 119, 80, 62, 'Male', 96.73137339954414, 1.7824990917159103, 0.12864550629389104, 39, 30.444491140814428, 93, 'High Risk'),
(13101, 63, 13, '33:45.8', 36.43538275673987, 96.08998217594316, 117, 79, 58, 'Female', 85.57034353952372, 1.8356610395492308, 0.10586947870272509, 38, 25.394419795469915, 91.66666666666667, 'Low Risk'),
(13102, 65, 19, '32:45.8', 36.07434455007422, 96.77880357039753, 127, 89, 84, 'Female', 89.99891206729367, 1.9272037032925708, 0.11198097248414882, 38, 24.231595827501508, 101.66666666666667, 'Low Risk'),
(13103, 90, 19, '31:45.8', 36.30777884816553, 99.54582321936297, 122, 81, 27, 'Male', 81.00722772042661, 1.8576190296493662, 0.058312846, 41, 23.47526302641501, 94.66666666666667, 'Low Risk'),
(13104, 64, 18, '30:45.8', 37.01575597870503, 99.99886246140923, 139, 86, 64, 'Male', 94.59686656840876, 1.6021532891412535, 0.14965296986552862, 53, 36.852641265708165, 103.66666666666666, 'High Risk'),
(13105, 96, 18, '29:45.8', 37.43695278604187, 99.12670433002063, 110, 79, 87, 'Female', 52.74927847375589, 1.8088306658904076, 0.1049144768339699, 31, 16.122066165805812, 89.33333333333333, 'High Risk'),
(13106, 98, 15, '28:45.8', 36.17223378025128, 99.56836836643302, 119, 79, 37, 'Male', 84.51508892298227, 1.9494743114030662, 0.11688359613811751, 40, 22.23817887442294, 92.33333333333333, 'High Risk'),
(13107, 61, 19, '27:45.8', 36.191894815725526, 97.81781101762407, 111, 71, 64, 'Female', 66.05345204948489, 1.8607890508898421, 0.067629311, 40, 19.07661151, 84.33333333333333, 'Low Risk'),
(13108, 71, 13, '26:45.8', 36.752875891469095, 99.09076342073077, 138, 86, 61, 'Female', 80.50148783745828, 1.8134385105988164, 0.059944783073807156, 52, 24.479257378400362, 103.33333333333333, 'Low Risk'),
(13109, 79, 19, '25:45.8', 37.282143914302154, 96.07556688637628, 122, 81, 76, 'Female', 77.41051583006714, 1.6392967975601294, 0.14752410598808083, 41, 28.806120991595094, 94.66666666666667, 'Low Risk'),
(13110, 80, 18, '24:45.8', 37.23707845836179, 95.63865780300503, 133, 79, 58, 'Male', 50.29539114288899, 1.9482717619275027, 0.072979306, 54, 13.250403942541181, 97, 'High Risk'),
(13111, 75, 14, '23:45.8', 36.11092851906363, 97.81967241751693, 110, 82, 71, 'Male', 90.69368938272987, 1.5736529087215039, 0.11722709370544428, 28, 36.623443105800895, 91.33333333333333, 'High Risk'),
(13112, 60, 17, '22:45.8', 36.79607596, 96.91454799856947, 122, 77, 81, 'Male', 57.96456957489981, 1.9746396964220996, 0.1399323903173249, 45, 14.865752173215219, 92, 'High Risk'),
(13113, 98, 12, '21:45.8', 36.69850213009944, 99.55515679017648, 113, 86, 86, 'Male', 86.86221514255777, 1.8215271037262344, 0.093301734, 27, 26.17939615, 95, 'High Risk'),
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(13292, 85, 12, '22:45.8', 37.20861217, 95.69037651162904, 123, 78, 48, 'Male', 65.90777063, 1.9173622258388305, 0.085660408, 45, 17.927853206754044, 93, 'High Risk'),
(13293, 96, 14, '21:45.8', 37.49979295167708, 97.64809705622558, 133, 76, 29, 'Male', 92.80317016373203, 1.673827682091467, 0.05935608, 57, 33.12388894813778, 95, 'High Risk'),
(13294, 71, 18, '20:45.8', 36.14695438569955, 98.5951071, 111, 76, 50, 'Male', 60.27273538052806, 1.8676243565801085, 0.066825886, 35, 17.279924610578668, 87.66666666666667, 'High Risk'),
(13295, 78, 13, '19:45.8', 37.077472937093084, 96.87157294660086, 139, 88, 73, 'Female', 83.18663584338066, 1.9149054658055464, 0.11529862933738606, 51, 22.68604993890464, 105, 'Low Risk'),
(13296, 72, 15, '18:45.8', 36.72077873273795, 95.73300732419342, 114, 76, 70, 'Male', 52.446884967079384, 1.605736954175761, 0.084788271, 38, 20.340934168002214, 88.66666666666667, 'Low Risk'),
(13297, 81, 14, '17:45.8', 36.12834001, 98.62121091375306, 139, 81, 33, 'Female', 79.22212172060159, 1.6518259442105578, 0.069254852, 58, 29.034737462307962, 100.33333333333333, 'Low Risk'),
(13298, 66, 15, '16:45.8', 36.98188397968747, 99.70610556095939, 130, 76, 82, 'Male', 74.23649805740149, 1.8550893082016664, 0.12984593363805214, 54, 21.571871870470588, 94, 'Low Risk'),
(13299, 69, 18, '15:45.8', 37.012512001418166, 97.54239159778695, 112, 75, 85, 'Male', 53.788560322111714, 1.5643752913412583, 0.14119886602703077, 37, 21.979004840376327, 87.33333333333333, 'Low Risk'),
(13300, 97, 13, '14:45.8', 36.63312910296519, 99.94838553, 111, 86, 68, 'Female', 75.44882707587438, 1.5966038909994145, 0.087976348, 25, 29.59771104618145, 94.33333333333333, 'High Risk'),
(13301, 97, 16, '13:45.8', 37.084685095108334, 97.04515775929315, 121, 74, 75, 'Male', 73.30581921148746, 1.966340305428069, 0.13805493600724825, 47, 18.95924718, 89.66666666666667, 'High Risk'),
(13302, 60, 12, '12:45.8', 36.897671261897266, 95.15203270967868, 122, 87, 52, 'Male', 62.42208157108537, 1.8469879096098905, 0.11730522900303465, 35, 18.29827464374467, 98.66666666666667, 'High Risk'),
(13303, 65, 15, '11:45.8', 37.08787156296519, 95.14156044543678, 115, 78, 81, 'Male', 85.16587760739148, 1.633697863325657, 0.097561652, 37, 31.909657588662405, 90.33333333333333, 'High Risk'),
(13304, 86, 12, '10:45.8', 37.01185603305243, 97.39814594, 110, 80, 82, 'Male', 95.52931069412762, 1.6607335712378042, 0.11502455736014346, 30, 34.63671644601796, 90, 'High Risk'),
(13305, 96, 16, '09:45.8', 37.15156073280439, 98.42400696982791, 123, 74, 59, 'Female', 76.63024885933729, 1.8199741426035922, 0.064635204, 49, 23.135015799090684, 90.33333333333333, 'High Risk'),
(13306, 73, 16, '08:45.8', 36.378582377620845, 96.04946144, 112, 74, 88, 'Female', 64.22321991433607, 1.8485761185152465, 0.098301372, 38, 18.793921104771098, 86.66666666666667, 'Low Risk'),
(13307, 74, 15, '07:45.8', 36.85902603080511, 98.39990651636712, 133, 89, 27, 'Female', 70.71187071747964, 1.7075948625186037, 0.11653857143248576, 44, 24.250608912481223, 103.66666666666667, 'Low Risk'),
(13308, 99, 19, '06:45.8', 37.074172499462875, 99.36458582791468, 137, 71, 72, 'Female', 72.45998283, 1.6831146266170443, 0.071904446, 66, 25.578250632248576, 93, 'High Risk'),
(13309, 78, 13, '05:45.8', 37.03933484, 99.14148745355237, 134, 71, 64, 'Male', 82.69437646559491, 1.5984214242032948, 0.051220693003308365, 63, 32.36632517, 92, 'High Risk'),
(13310, 65, 18, '04:45.8', 36.83719776510595, 95.16287120688513, 130, 70, 73, 'Female', 61.88471569390718, 1.8239507137621573, 0.10101253468208529, 60, 18.601895594912783, 90, 'Low Risk'),
(13311, 82, 14, '03:45.8', 37.28381738, 97.51192250582847, 134, 75, 80, 'Female', 63.556323058172865, 1.5701391985613693, 0.077536768, 59, 25.779972639226294, 94.66666666666666, 'Low Risk'),
(13312, 68, 18, '02:45.8', 37.16472417425645, 96.81158309683221, 112, 87, 76, 'Female', 50.002986512061966, 1.6062261213639668, 0.074195864, 25, 19.381285333427332, 95.33333333333333, 'Low Risk'),
(13313, 95, 19, '01:45.8', 36.105074442809766, 96.43034074318479, 138, 72, 27, 'Female', 54.826286547357036, 1.6870934647232594, 0.14842196391769685, 66, 19.262406575627015, 94, 'High Risk'),
(13314, 74, 18, '00:45.8', 37.277208912022864, 97.55117603, 116, 89, 70, 'Female', 78.85628085080467, 1.9116481978215287, 0.095391073, 27, 21.578455026648513, 98, 'Low Risk'),
(13315, 69, 15, '59:45.8', 36.47551334168873, 95.85896185951334, 134, 80, 39, 'Male', 81.09753066985436, 1.5702144176583537, 0.062208438436222695, 54, 32.89195664829975, 98, 'High Risk'),
(13316, 76, 16, '58:45.8', 37.242392140556575, 99.24460022185663, 124, 74, 79, 'Male', 91.07566805360497, 1.7470621008368283, 0.10777002273704042, 50, 29.839097277084917, 90.66666666666666, 'Low Risk'),
(13317, 78, 14, '57:45.8', 36.62967676, 95.40648080394645, 117, 80, 45, 'Female', 88.81740315, 1.7825211779023502, 0.1366448835524648, 37, 27.953016082755088, 92.33333333333333, 'Low Risk'),
(13318, 96, 13, '56:45.8', 36.96281140211862, 96.99325177245167, 131, 76, 24, 'Female', 54.010242169718644, 1.9162617392353818, 0.1451558874165919, 55, 14.708435073179784, 94.33333333333333, 'High Risk'),
(13319, 89, 14, '55:45.8', 37.08602884744529, 95.31983840329792, 131, 75, 85, 'Male', 70.6430213, 1.7525956888522023, 0.11181837827724093, 56, 22.998832325088937, 93.66666666666666, 'Low Risk'),
(13320, 61, 13, '54:45.8', 36.176014512751024, 98.52206314503859, 132, 88, 57, 'Male', 54.24954727119162, 1.579419760304332, 0.097418986, 44, 21.747081586536595, 102.66666666666667, 'Low Risk'),
(13321, 99, 15, '53:45.8', 37.48771334613187, 96.65264959907935, 128, 84, 30, 'Female', 86.07538004177599, 1.9704265850200033, 0.061916844, 44, 22.16962934223079, 98.66666666666667, 'High Risk'),
(13322, 81, 19, '52:45.8', 36.69503495803854, 97.08327565092904, 116, 84, 42, 'Female', 77.04544317, 1.683002679825119, 0.087418075, 32, 27.200528514563224, 94.66666666666667, 'Low Risk'),
(13323, 95, 15, '51:45.8', 36.75554038631089, 96.75571964, 132, 76, 74, 'Male', 68.27504348005812, 1.7738214945488702, 0.051858002617038615, 56, 21.699121868290007, 94.66666666666666, 'High Risk'),
(13324, 83, 15, '50:45.8', 37.14032975, 95.16431436703229, 118, 78, 39, 'Female', 64.56082089362448, 1.8652241963585663, 0.12994681416657952, 40, 18.556965594099974, 91.33333333333333, 'Low Risk'),
(13325, 64, 14, '49:45.8', 37.16505103050173, 98.44014260730135, 136, 75, 75, 'Female', 59.96735686444178, 1.6574958355516967, 0.06678568, 61, 21.82780248837063, 95.33333333333333, 'Low Risk'),
(13326, 61, 19, '48:45.8', 36.57377533063473, 95.36083251477137, 131, 70, 21, 'Male', 91.55617992771417, 1.7756581847411352, 0.068821033, 61, 29.038148967867365, 90.33333333333333, 'Low Risk'),
(13327, 81, 13, '47:45.8', 37.334717390551084, 98.29043877623755, 117, 88, 32, 'Female', 94.30936962955349, 1.6073331305747625, 0.078421444, 29, 36.504217965778814, 97.66666666666667, 'High Risk'),
(13328, 91, 13, '46:45.8', 37.26031504609728, 96.14443868799844, 132, 71, 30, 'Female', 74.84036820185602, 1.624537140085889, 0.14952144425375397, 61, 28.358067130744487, 91.33333333333333, 'High Risk'),
(13329, 95, 15, '45:45.8', 36.925970989779564, 96.34911230815108, 138, 81, 89, 'Male', 59.28118805, 1.5243588776038293, 0.14178110654305337, 57, 25.51187920956599, 100, 'High Risk'),
(13330, 66, 18, '44:45.8', 37.11095893293671, 95.17661006298725, 135, 73, 27, 'Male', 81.26552512162635, 1.6623159605562379, 0.092224395, 62, 29.408928166351096, 93.66666666666666, 'Low Risk'),
(13331, 62, 12, '43:45.8', 36.753059113949284, 97.48806377221973, 137, 86, 55, 'Female', 79.56524852569899, 1.6760069901292627, 0.10103547750218972, 51, 28.325120912696647, 103, 'Low Risk'),
(13332, 75, 17, '42:45.8', 37.48170049, 99.08242876896284, 138, 83, 35, 'Female', 79.14257120705182, 1.8480957095592367, 0.1135846547495583, 55, 23.171878254931475, 101.33333333333333, 'Low Risk'),
(13333, 99, 16, '41:45.8', 37.40511360574959, 95.08412507454013, 116, 70, 69, 'Female', 78.51806581970538, 1.9800598434716947, 0.1453271331955412, 46, 20.02686454919429, 85.33333333333333, 'High Risk'),
(13334, 80, 19, '40:45.8', 37.46148774, 95.39113058113006, 135, 86, 18, 'Female', 85.51863551526161, 1.5458465314517444, 0.10855004672461487, 49, 35.78722396566872, 102.33333333333333, 'High Risk'),
(13335, 92, 18, '39:45.8', 36.40778919328704, 98.28434347531424, 115, 75, 29, 'Female', 68.60896658609684, 1.5035797460122393, 0.1401062937922205, 40, 30.347851064268276, 88.33333333333333, 'High Risk'),
(13336, 84, 18, '38:45.8', 37.127102817952576, 98.49137796400275, 119, 85, 65, 'Male', 98.65727658803675, 1.636869272163128, 0.11827288388312819, 34, 36.82147067765727, 96.33333333333333, 'High Risk'),
(13337, 94, 18, '37:45.8', 36.95523351524463, 95.52224402963978, 125, 87, 79, 'Female', 71.85722628475327, 1.9637211350417467, 0.14171368782514027, 38, 18.634202922940055, 99.66666666666667, 'High Risk'),
(13338, 66, 15, '36:45.8', 37.22163989923973, 99.14906748, 130, 71, 47, 'Female', 86.46036902951028, 1.7474108602687115, 0.071475764, 59, 28.315681831907735, 90.66666666666666, 'Low Risk'),
(13339, 69, 16, '35:45.8', 36.96447396, 98.59404097730652, 117, 78, 53, 'Male', 95.61532469169107, 1.7667127383252845, 0.13553359989797906, 39, 30.633429734896964, 91, 'High Risk'),
(13340, 73, 16, '34:45.8', 37.30014948813635, 95.83677937296527, 128, 88, 58, 'Female', 98.18304332408081, 1.6796808132181158, 0.074225097, 40, 34.800298317243175, 101.33333333333333, 'High Risk'),
(13341, 69, 13, '33:45.8', 37.09624961826159, 96.93199267246281, 123, 73, 58, 'Female', 54.50341242161221, 1.6629269697516995, 0.1256926466131888, 50, 19.709578660185734, 89.66666666666666, 'Low Risk'),
(13342, 80, 19, '32:45.8', 36.221907987471134, 97.76847895705147, 138, 76, 33, 'Female', 71.48206475, 1.9099945558628013, 0.063136119, 62, 19.59443881707444, 96.66666666666666, 'Low Risk'),
(13343, 73, 15, '31:45.8', 37.46870755453922, 97.41460913121979, 111, 76, 86, 'Male', 82.75730903025021, 1.535938912126736, 0.11325807112980513, 35, 35.07991030527679, 87.66666666666667, 'High Risk'),
(13344, 73, 14, '30:45.8', 36.481836383997276, 95.08366907798417, 113, 84, 47, 'Male', 63.39284278557662, 1.9178515363597568, 0.1102597387965171, 29, 17.234959140007167, 93.66666666666667, 'High Risk'),
(13345, 72, 17, '29:45.8', 37.20681779042008, 97.15995831221753, 111, 80, 21, 'Male', 73.27884965935583, 1.8816694847386577, 0.096336857, 31, 20.696264172066183, 90.33333333333333, 'Low Risk'),
(13346, 81, 13, '28:45.8', 36.58500198930486, 95.17115973326302, 128, 79, 64, 'Male', 57.498403649113975, 1.800734585507176, 0.074784877, 49, 17.731945004118657, 95.33333333333333, 'High Risk'),
(13347, 97, 18, '27:45.8', 36.91901123613334, 98.74377638785464, 129, 84, 71, 'Male', 91.42362633649381, 1.8936912278264093, 0.080786808, 45, 25.494124884314168, 99, 'High Risk'),
(13348, 72, 18, '26:45.8', 36.84612075576845, 97.77489405003577, 122, 74, 89, 'Female', 50.478396280811864, 1.8943783891496815, 0.064942473, 48, 14.066047749497598, 90, 'High Risk'),
(13349, 74, 12, '25:45.8', 37.09275552933867, 97.38815767358774, 110, 71, 64, 'Male', 78.80949893290072, 1.808192804161685, 0.10725154052197264, 39, 24.103998580176476, 84, 'Low Risk'),
(13350, 69, 17, '24:45.8', 37.443172052689036, 97.53883992688675, 119, 87, 65, 'Female', 87.25948467703284, 1.6931787798017592, 0.086023249, 32, 30.43736204, 97.66666666666667, 'High Risk'),
(13351, 99, 14, '23:45.8', 36.76713684092685, 99.01614570420344, 116, 83, 41, 'Female', 62.56989014123216, 1.799718803656044, 0.096831584, 33, 19.31772965542655, 94, 'High Risk'),
(13352, 87, 18, '22:45.8', 37.02112476221043, 95.39080264392408, 115, 75, 65, 'Female', 59.45424135275063, 1.8392432678428752, 0.127147236, 40, 17.575370607685745, 88.33333333333333, 'High Risk'),
(13353, 97, 17, '21:45.8', 37.33648825738361, 95.05003236522761, 113, 89, 23, 'Female', 58.04055440352674, 1.6305571692501037, 0.060116377, 24, 21.830289324267092, 97, 'High Risk'),
(13354, 90, 15, '20:45.8', 37.41954283932562, 99.42105798, 119, 70, 33, 'Male', 69.36068791750662, 1.944402834718515, 0.13797456349735712, 49, 18.345979365435984, 86.33333333333333, 'High Risk'),
(13355, 79, 14, '19:45.8', 36.65984695812248, 99.52859966849287, 134, 87, 25, 'Male', 85.12417091481014, 1.7203992470576277, 0.092499184, 47, 28.760365927458306, 102.66666666666667, 'Low Risk'),
(13356, 96, 13, '18:45.8', 36.51483939714167, 99.85644116591605, 117, 82, 54, 'Female', 81.53747436801419, 1.6588634830207514, 0.065265009, 35, 29.63029401890913, 93.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(13357, 81, 19, '17:45.8', 37.33349957040516, 98.73359492403802, 111, 76, 43, 'Female', 91.66943370797236, 1.911317499179697, 0.093473888, 35, 25.09336342078034, 87.66666666666667, 'Low Risk'),
(13358, 66, 12, '16:45.8', 36.39237379309582, 95.76407727504838, 120, 77, 34, 'Female', 77.10479877631104, 1.7208019501086986, 0.092466111, 43, 26.038719847112464, 91.33333333333333, 'Low Risk'),
(13359, 95, 16, '15:45.8', 37.30459769052746, 99.9955188, 136, 79, 23, 'Female', 65.16702837, 1.6759868025505713, 0.070966178, 57, 23.199932887476947, 98, 'High Risk'),
(13360, 62, 13, '14:45.8', 36.6515421, 95.39999564081609, 118, 84, 18, 'Male', 77.99259437418522, 1.5014143306827705, 0.1128078358528484, 34, 34.59810031200551, 95.33333333333333, 'High Risk'),
(13361, 98, 14, '13:45.8', 36.00253185389277, 97.23543897939071, 132, 78, 33, 'Male', 97.44000287557782, 1.6440772987550831, 0.14127310281842653, 54, 36.04896686757563, 96, 'High Risk'),
(13362, 79, 17, '12:45.8', 37.10386724332208, 98.14915391977578, 130, 72, 52, 'Female', 78.73364408458869, 1.9758639901355077, 0.084403998, 58, 20.167230403349734, 91.33333333333333, 'Low Risk'),
(13363, 64, 19, '11:45.8', 37.49422729329223, 99.52112077, 127, 74, 74, 'Female', 62.51375065029764, 1.9705851493245317, 0.054612121, 53, 16.098490107183096, 91.66666666666666, 'High Risk'),
(13364, 76, 18, '10:45.8', 36.74226785736797, 97.29464153393529, 132, 80, 27, 'Female', 88.78353333460365, 1.9252100211405356, 0.14149654646351656, 52, 23.953898087849367, 97.33333333333333, 'Low Risk'),
(13365, 77, 13, '09:45.8', 37.424533182740696, 95.88236030231562, 115, 74, 33, 'Female', 90.10832459248618, 1.945683793, 0.066903515, 41, 23.802380423056754, 87.66666666666667, 'Low Risk'),
(13366, 98, 15, '08:45.8', 37.125331947183334, 98.80906212094301, 120, 73, 32, 'Female', 96.93143349154559, 1.9267426999013326, 0.077833053, 47, 26.11062040477448, 88.66666666666667, 'High Risk'),
(13367, 73, 19, '07:45.8', 37.245203933510545, 96.86297530681267, 121, 70, 33, 'Male', 90.46840712585568, 1.9133437204616905, 0.14577148254450972, 51, 24.71217399, 87, 'Low Risk'),
(13368, 97, 15, '06:45.8', 36.64432314331748, 99.67500231779206, 122, 83, 36, 'Male', 54.784683980657675, 1.6139652900937582, 0.11961058264940876, 39, 21.031525730826207, 96, 'High Risk'),
(13369, 85, 16, '05:45.8', 37.46179864969783, 96.90971962650764, 127, 75, 64, 'Male', 53.94599686647601, 1.7110130051802086, 0.11939669401912044, 52, 18.426913691491542, 92.33333333333333, 'High Risk'),
(13370, 73, 18, '04:45.8', 37.220011007082405, 98.08989264852462, 138, 80, 24, 'Female', 92.08221866899424, 1.8090487152252361, 0.10919187536946906, 58, 28.136835458345903, 99.33333333333333, 'Low Risk'),
(13371, 81, 19, '03:45.8', 37.046542897614394, 98.73605041, 118, 89, 58, 'Male', 90.49178544, 1.8634612270251734, 0.14552824437383372, 29, 26.05964141449669, 98.66666666666667, 'Low Risk'),
(13372, 97, 13, '02:45.8', 37.18841510445814, 95.76167922107315, 112, 71, 47, 'Male', 86.77625506040428, 1.9400015765073344, 0.091607792, 41, 23.05667818741114, 84.66666666666667, 'High Risk'),
(13373, 64, 14, '01:45.8', 36.683202535269785, 99.57559942995931, 134, 71, 29, 'Male', 55.023612795481625, 1.7004045764894018, 0.09567251, 63, 19.03025343388868, 92, 'Low Risk'),
(13374, 86, 12, '00:45.8', 36.50904349733715, 99.25340098, 138, 80, 43, 'Female', 88.70131098952555, 1.793838332292274, 0.084114287, 58, 27.565345380884505, 99.33333333333333, 'Low Risk'),
(13375, 82, 12, '59:45.8', 36.36808178452381, 96.15615255637496, 126, 76, 70, 'Female', 97.09732794716365, 1.5045935606543739, 0.12605248410188596, 50, 42.89126755111568, 92.66666666666666, 'High Risk'),
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(13553, 96, 12, '01:45.8', 36.66503993413921, 97.84992925492145, 125, 86, 56, 'Male', 80.5993866, 1.8398691677359325, 0.095853951, 39, 23.809915459199143, 99, 'High Risk'),
(13554, 85, 16, '00:45.8', 36.88644292267641, 96.93877023282077, 125, 74, 23, 'Female', 69.46171887274501, 1.6161184453732969, 0.10733093368250224, 51, 26.594948389937993, 91, 'Low Risk'),
(13555, 87, 15, '59:45.8', 36.11120531129044, 98.91935810041612, 124, 80, 24, 'Female', 73.02952728219412, 1.6068516125212415, 0.14699497510382867, 44, 28.284398251371126, 94.66666666666667, 'Low Risk'),
(13556, 69, 17, '58:45.8', 36.80276728518558, 97.21212418743535, 116, 74, 40, 'Male', 73.36545763907367, 1.9909491155346508, 0.086988931, 42, 18.50850369104319, 88, 'Low Risk'),
(13557, 89, 16, '57:45.8', 36.690338931402614, 97.25618899492608, 116, 83, 48, 'Female', 82.25976952087255, 1.9322284811905894, 0.13022741503217627, 33, 22.03284248, 94, 'Low Risk'),
(13558, 86, 15, '56:45.8', 36.81276817453191, 99.46935777088241, 122, 76, 75, 'Female', 62.56735238291526, 1.9369482583573516, 0.071335895, 46, 16.676762293958557, 91.33333333333333, 'High Risk'),
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(13560, 89, 19, '54:45.8', 36.55306332760764, 97.86533717563371, 121, 82, 87, 'Female', 70.81493097039399, 1.5536328707743206, 0.1424135621485709, 39, 29.337833112121096, 95, 'Low Risk'),
(13561, 70, 17, '53:45.8', 37.440900725064814, 95.98220143868747, 112, 87, 29, 'Male', 82.22732801501272, 1.6218038680059392, 0.055981625034133946, 25, 31.26219835407163, 95.33333333333333, 'High Risk'),
(13562, 98, 19, '52:45.8', 36.64053946767787, 99.91235415, 121, 85, 54, 'Male', 54.82968430705842, 1.801266939959096, 0.094546838, 36, 16.898944866442854, 97, 'High Risk'),
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(13564, 76, 14, '50:45.8', 36.25870280335102, 96.63035655906333, 124, 74, 81, 'Male', 50.319952422811205, 1.6305836016448172, 0.10106214938386987, 50, 18.925792793578378, 90.66666666666666, 'Low Risk'),
(13565, 80, 16, '49:45.8', 36.61591971263619, 96.01094185596203, 131, 84, 54, 'Male', 60.854338139753885, 1.7682241085534907, 0.1182728533873944, 47, 19.46332023045431, 99.66666666666667, 'Low Risk'),
(13566, 97, 18, '48:45.8', 36.78531242629374, 97.70845556221474, 113, 82, 42, 'Male', 60.50887406289008, 1.569001950314265, 0.1399550573319595, 31, 24.579446840885073, 92.33333333333333, 'High Risk'),
(13567, 87, 17, '47:45.8', 36.103464668452595, 97.09384928230234, 114, 78, 45, 'Male', 94.06196123997645, 1.9690994074169101, 0.092730267, 36, 24.259326902873585, 90, 'Low Risk'),
(13568, 70, 13, '46:45.8', 37.204913974707395, 95.58567991405789, 121, 87, 51, 'Female', 67.99860564694885, 1.6919788164007463, 0.1182843051922862, 34, 23.752545822875312, 98.33333333333333, 'Low Risk'),
(13569, 99, 12, '45:45.8', 36.98971007688391, 97.29738930141629, 113, 79, 44, 'Female', 63.27394004959634, 1.521757253747122, 0.093996885, 34, 27.323360837474898, 90.33333333333333, 'High Risk'),
(13570, 89, 18, '44:45.8', 37.41997080138927, 97.51401596502463, 123, 89, 29, 'Male', 66.51614115502777, 1.789167054295119, 0.069650609, 34, 20.77902957925193, 100.33333333333333, 'Low Risk'),
(13571, 65, 18, '43:45.8', 36.52957409260531, 95.42066931790917, 110, 83, 26, 'Female', 86.7555084, 1.9590900749424343, 0.13457754, 27, 22.60415362844387, 92, 'Low Risk'),
(13572, 62, 15, '42:45.8', 37.47810646456691, 97.43197957691305, 125, 75, 83, 'Male', 66.54860015295174, 1.5941416972118576, 0.054096908, 50, 26.186959793229665, 91.66666666666666, 'Low Risk'),
(13573, 78, 16, '41:45.8', 36.68067296368263, 95.52283485749355, 136, 74, 86, 'Female', 71.09327193512212, 1.7278259984770743, 0.05735323, 62, 23.813788559593185, 94.66666666666666, 'Low Risk'),
(13574, 96, 15, '40:45.8', 36.49722783411906, 96.07657953873179, 117, 70, 62, 'Female', 90.83849354757672, 1.5813994502031523, 0.056349422146766505, 47, 36.32342201, 85.66666666666667, 'High Risk'),
(13575, 98, 13, '39:45.8', 36.92842546203674, 95.18466911989668, 135, 74, 67, 'Male', 50.09531266515369, 1.594569538114443, 0.1262178367804324, 61, 19.70199320671669, 94.33333333333333, 'High Risk'),
(13576, 91, 13, '38:45.8', 36.04984016226818, 99.51392680106302, 123, 84, 89, 'Female', 62.82178755839631, 1.9163206154663173, 0.087425902, 39, 17.107003587390942, 97, 'High Risk'),
(13577, 68, 14, '37:45.8', 37.22949770389222, 97.02206571997053, 112, 87, 44, 'Female', 97.98639426337017, 1.5316028784445395, 0.14581005183333481, 25, 41.770861159895865, 95.33333333333333, 'High Risk'),
(13578, 82, 12, '36:45.8', 36.83238213015034, 99.10795755368821, 130, 88, 87, 'Male', 65.24398209952793, 1.8478483526697504, 0.073704098, 42, 19.107673233916962, 102, 'Low Risk'),
(13579, 98, 15, '35:45.8', 36.630703751964326, 99.37419129182986, 130, 78, 63, 'Male', 60.88544434526379, 1.9660158249558173, 0.056965199105936115, 52, 15.752136313437493, 95.33333333333333, 'High Risk'),
(13580, 79, 19, '34:45.8', 36.109441237838986, 98.87132546767687, 111, 78, 75, 'Female', 98.56633166495628, 1.802238406768876, 0.13865780621140827, 33, 30.346185811306174, 89, 'High Risk'),
(13581, 83, 13, '33:45.8', 36.889144191575284, 97.77385050697852, 135, 72, 85, 'Male', 53.232532749906134, 1.9908156748498593, 0.1393772608201822, 63, 13.43120651859492, 93, 'High Risk'),
(13582, 65, 14, '32:45.8', 37.015037862100876, 98.65972173344443, 124, 83, 44, 'Male', 52.216920134990765, 1.5377289443321296, 0.13700546735356955, 41, 22.08267467889547, 96.66666666666667, 'Low Risk'),
(13583, 88, 15, '31:45.8', 36.430728034587474, 99.14134261705685, 136, 75, 30, 'Female', 81.67456328803162, 1.7746848239059716, 0.076158978, 61, 25.932497818359245, 95.33333333333333, 'Low Risk'),
(13584, 93, 18, '30:45.8', 37.2123743, 96.79249208937135, 124, 73, 84, 'Female', 71.39678185, 1.7952028614065092, 0.102224329, 51, 22.153970502861625, 90, 'High Risk'),
(13585, 61, 15, '29:45.8', 36.314726694814894, 99.82422945, 117, 77, 21, 'Female', 66.15320024223774, 1.581383776608366, 0.12402012064159779, 40, 26.453083355912703, 90.33333333333333, 'Low Risk'),
(13586, 63, 14, '28:45.8', 36.35656227610684, 97.90858660906302, 125, 72, 55, 'Female', 74.35811096667233, 1.7619128292000223, 0.087849929, 53, 23.952977828537662, 89.66666666666666, 'Low Risk'),
(13587, 80, 17, '27:45.8', 37.03981290017287, 96.51621963815552, 119, 77, 76, 'Female', 94.48632686406808, 1.623112345450518, 0.056130486, 42, 35.86508002195383, 91, 'High Risk'),
(13588, 74, 12, '26:45.8', 37.316509096650286, 95.12911125384015, 116, 83, 31, 'Female', 67.46104758990879, 1.7888528589406487, 0.052467892, 33, 21.08161327, 94, 'Low Risk'),
(13589, 66, 16, '25:45.8', 36.629539614439985, 96.11524098044308, 113, 88, 87, 'Female', 79.61629413, 1.6297109936846543, 0.11056615173495213, 25, 29.97648925022669, 96.33333333333333, 'Low Risk'),
(13590, 87, 16, '24:45.8', 36.88208803, 95.14310802, 120, 76, 24, 'Female', 73.03986438532469, 1.8583993379411032, 0.072264351, 44, 21.14861221702817, 90.66666666666667, 'Low Risk'),
(13591, 78, 17, '23:45.8', 36.54020478366166, 98.92065902680183, 111, 79, 78, 'Female', 51.64913066, 1.734769919560723, 0.088449749, 32, 17.162448619921495, 89.66666666666667, 'High Risk'),
(13592, 89, 12, '22:45.8', 37.08538968733774, 99.39820087012382, 137, 80, 28, 'Female', 81.05699226645186, 1.851222846924101, 0.081716378, 57, 23.652283811431822, 99, 'Low Risk'),
(13593, 61, 18, '21:45.8', 36.20804398688869, 97.90445313569379, 119, 80, 46, 'Male', 87.77574708373075, 1.8612581265445802, 0.056880437, 39, 25.33735758402424, 93, 'Low Risk'),
(13594, 71, 15, '20:45.8', 36.82131908399305, 98.02243434431722, 118, 76, 30, 'Male', 68.14843466278813, 1.7784951021141993, 0.11663981250217159, 42, 21.54520038864491, 90, 'Low Risk'),
(13595, 89, 19, '19:45.8', 36.31399907, 99.39410225083394, 139, 70, 39, 'Female', 64.72755902190018, 1.8651804333088553, 0.056117109, 69, 18.60576484679119, 93, 'Low Risk'),
(13596, 71, 14, '18:45.8', 36.12338852, 95.05409586551637, 130, 73, 56, 'Male', 80.84697038, 1.6613879310140898, 0.079961782, 57, 29.290153489057804, 92, 'Low Risk'),
(13597, 88, 14, '17:45.8', 36.45676486017424, 95.65204584805855, 119, 78, 58, 'Male', 81.89949818377909, 1.5379555099927666, 0.077558604, 41, 34.62531204835233, 91.66666666666667, 'High Risk'),
(13598, 87, 16, '16:45.8', 36.060776878141404, 97.28304601584986, 128, 82, 52, 'Female', 69.11452387, 1.7855475475080222, 0.11915883503641145, 46, 21.678362862833165, 97.33333333333333, 'Low Risk'),
(13599, 82, 17, '15:45.8', 37.11265126037251, 95.89424199592705, 124, 77, 88, 'Female', 51.895689149014565, 1.9114578619004268, 0.058941995, 47, 14.203710982015455, 92.66666666666667, 'High Risk'),
(13600, 86, 17, '14:45.8', 36.40701416, 97.79363961713312, 125, 87, 67, 'Female', 99.16145655890207, 1.5297672590811118, 0.080281283, 38, 42.37328889661478, 99.66666666666667, 'High Risk'),
(13601, 95, 16, '13:45.8', 36.639956374079816, 97.50658001412201, 114, 71, 37, 'Male', 87.74100069982816, 1.5275083040568145, 0.058835603, 43, 37.604119445659315, 85.33333333333333, 'High Risk'),
(13602, 82, 13, '12:45.8', 36.288976476516275, 96.70951880470572, 116, 79, 65, 'Male', 61.71737417163691, 1.661142281984708, 0.062012651, 37, 22.36628089592842, 91.33333333333333, 'Low Risk'),
(13603, 84, 17, '11:45.8', 36.26737834227738, 96.23743719274424, 132, 72, 28, 'Male', 59.00253121210448, 1.673932717364085, 0.12264358004317737, 60, 21.056910327211153, 92, 'Low Risk'),
(13604, 84, 15, '10:45.8', 37.19884775088194, 98.17905043701963, 112, 87, 66, 'Male', 63.615104892813946, 1.8148967566791454, 0.064439304, 25, 19.313296084445533, 95.33333333333333, 'Low Risk'),
(13605, 73, 17, '09:45.8', 37.29405089383061, 99.03459818682333, 136, 80, 46, 'Male', 62.01312657358257, 1.557606613398898, 0.10596265687528232, 56, 25.560424558722957, 98.66666666666666, 'Low Risk'),
(13606, 98, 16, '08:45.8', 36.085801972206845, 95.44264058654493, 124, 75, 22, 'Male', 51.15864773, 1.7761171803212064, 0.094743357, 49, 16.217198251060754, 91.33333333333333, 'High Risk'),
(13607, 67, 15, '07:45.8', 36.24769902612312, 98.49985875115115, 133, 86, 42, 'Female', 96.37913097965682, 1.5686782221557967, 0.12188872032592944, 47, 39.16654578092391, 101.66666666666667, 'High Risk'),
(13608, 73, 16, '06:45.8', 36.29251464281329, 98.69849909683265, 116, 79, 49, 'Male', 65.89211003127731, 1.6610455682729677, 0.14579276214813194, 37, 23.88197950579342, 91.33333333333333, 'Low Risk'),
(13609, 74, 16, '05:45.8', 37.40687876, 95.89293327026064, 133, 71, 19, 'Female', 79.72768092889186, 1.8880059367687878, 0.080120897, 62, 22.36672615848167, 91.66666666666666, 'Low Risk'),
(13610, 87, 15, '04:45.8', 36.68014013419978, 99.12989125862211, 133, 79, 24, 'Male', 87.02791412363538, 1.801023670068838, 0.058800540350942336, 54, 26.829941968449955, 97, 'Low Risk'),
(13611, 67, 14, '03:45.8', 36.882454676833945, 95.95836448288962, 121, 87, 67, 'Female', 81.93135224776981, 1.9014653666525183, 0.07893725, 34, 22.66069803595904, 98.33333333333333, 'Low Risk'),
(13612, 81, 17, '02:45.8', 36.004610076615975, 95.11494968527487, 133, 87, 82, 'Male', 74.88250701546966, 1.9402832678509359, 0.062804406, 46, 19.890701445947442, 102.33333333333333, 'Low Risk'),
(13613, 67, 15, '01:45.8', 36.676409112123416, 98.90882883900024, 120, 74, 80, 'Male', 84.93358751301318, 1.6282490661491926, 0.11020233636988394, 46, 32.035963717093615, 89.33333333333333, 'High Risk'),
(13614, 84, 16, '00:45.8', 36.148257531913295, 99.59260633, 119, 81, 54, 'Female', 71.93733188455259, 1.5912352420592626, 0.13901833684996723, 38, 28.41093643232815, 93.66666666666667, 'Low Risk'),
(13615, 81, 16, '59:45.8', 36.23284557423113, 96.82562520200698, 112, 88, 21, 'Male', 80.51004333430402, 1.8147840997362024, 0.09334435, 24, 24.44556781, 96, 'Low Risk'),
(13616, 85, 14, '58:45.8', 36.92937587650828, 98.97654598269091, 131, 74, 49, 'Female', 86.28890377029063, 1.5731117988689909, 0.08905863, 57, 34.868701511079394, 93, 'High Risk'),
(13617, 97, 15, '57:45.8', 36.12093050235587, 98.17922589794492, 111, 80, 81, 'Female', 59.84970207506588, 1.503723612736324, 0.11339348132265674, 31, 26.468294245227355, 90.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(13618, 69, 13, '56:45.8', 37.489739694040864, 97.64771582584386, 114, 81, 57, 'Female', 69.90523535424597, 1.5646903812492035, 0.091174403, 33, 28.553074377584657, 92, 'Low Risk'),
(13619, 67, 12, '55:45.8', 36.97213900181164, 95.52147510130314, 129, 71, 65, 'Male', 64.31077610656897, 1.8907518508115444, 0.07813809, 58, 17.98931731, 90.33333333333333, 'High Risk'),
(13620, 61, 14, '54:45.8', 37.194116305634616, 96.85199421452882, 117, 71, 79, 'Male', 94.72502645620392, 1.6743907266358045, 0.10452749302330105, 46, 33.787115398052286, 86.33333333333333, 'High Risk'),
(13621, 63, 12, '53:45.8', 36.73991664481411, 95.08281840309517, 120, 77, 26, 'Male', 71.90261466396889, 1.8827649824661257, 0.094660151, 43, 20.283946611959752, 91.33333333333333, 'Low Risk'),
(13622, 99, 18, '52:45.8', 36.097075078511324, 99.02615047840429, 123, 84, 27, 'Female', 85.79131975559599, 1.9293732819592557, 0.070484959, 39, 23.046810376518437, 97, 'High Risk'),
(13623, 91, 12, '51:45.8', 36.69381862652753, 95.56825473738967, 129, 88, 74, 'Male', 82.79280191, 1.8869025582212156, 0.11648746692851399, 41, 23.253783988921725, 101.66666666666667, 'High Risk'),
(13624, 80, 12, '50:45.8', 36.577312364567774, 99.89613599357102, 131, 79, 76, 'Female', 82.72758975649646, 1.592198945, 0.10050685767069545, 52, 32.632902824324205, 96.33333333333333, 'High Risk'),
(13625, 81, 18, '49:45.8', 36.052486247230185, 99.03881015155318, 121, 73, 44, 'Male', 59.85804002609353, 1.7342764726289586, 0.069823633, 48, 19.90150075533517, 89, 'Low Risk'),
(13626, 76, 14, '48:45.8', 36.54410359670974, 96.64290082813476, 112, 75, 39, 'Female', 84.99912077465021, 1.6954197212964588, 0.10306370306652005, 37, 29.570588804281066, 87.33333333333333, 'Low Risk'),
(13627, 72, 15, '47:45.8', 36.597113402953035, 96.22518464035346, 139, 71, 86, 'Male', 90.77939467174807, 1.5844599999879738, 0.13977620745024627, 68, 36.15969202191804, 93.66666666666666, 'High Risk'),
(13628, 81, 17, '46:45.8', 37.16171183471293, 96.88749246092314, 139, 77, 55, 'Male', 78.26069786656683, 1.5406378316035825, 0.1344902817270996, 62, 32.971795689180894, 97.66666666666666, 'High Risk'),
(13629, 66, 14, '45:45.8', 36.40757728148699, 99.32224714351322, 137, 78, 61, 'Female', 54.48267187854981, 1.9539669931803254, 0.11818171194318368, 59, 14.269999277000483, 97.66666666666666, 'High Risk'),
(13630, 69, 19, '44:45.8', 37.28836939623296, 97.32505400121974, 132, 80, 54, 'Female', 80.60490567, 1.584786122900483, 0.12300220207785019, 52, 32.09372705284106, 97.33333333333333, 'High Risk'),
(13631, 98, 16, '43:45.8', 36.67278778539283, 96.78948599767774, 114, 85, 46, 'Male', 79.82163491580854, 1.9554210881667102, 0.1205024655860508, 29, 20.875651101105248, 94.66666666666667, 'High Risk'),
(13632, 70, 17, '42:45.8', 36.96629244152479, 96.87348301545576, 111, 72, 38, 'Male', 52.46074668, 1.9720772674811622, 0.082297625, 39, 13.489213043128665, 85, 'High Risk'),
(13633, 90, 12, '41:45.8', 37.450304207891804, 99.98632286363511, 133, 76, 44, 'Male', 78.40783643501942, 1.576535836983667, 0.094920305, 57, 31.54654308020763, 95, 'High Risk'),
(13634, 84, 12, '40:45.8', 36.83920656398348, 97.87401432846795, 112, 85, 81, 'Female', 61.963783820639975, 1.67207878, 0.13485335753243957, 27, 22.162791439780825, 94, 'Low Risk'),
(13635, 68, 16, '39:45.8', 36.506453471501324, 95.56878081099876, 133, 82, 40, 'Female', 86.87720034546322, 1.7224963343001463, 0.080073158, 51, 29.28122248, 99, 'Low Risk'),
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(13813, 73, 15, '41:45.8', 37.163241469241335, 98.18026095417977, 133, 86, 53, 'Male', 63.427634314140136, 1.7288306220768195, 0.1314166817298859, 47, 21.221379935425137, 101.66666666666667, 'Low Risk'),
(13814, 93, 13, '40:45.8', 36.93060198238583, 95.06561041, 130, 77, 85, 'Male', 95.77155372893978, 1.7821187657714883, 0.12058771802551871, 53, 30.15527174214146, 94.66666666666666, 'High Risk'),
(13815, 84, 17, '39:45.8', 37.308076476493355, 96.80064958135833, 117, 88, 80, 'Female', 74.84663119486295, 1.7565068511940138, 0.13198434905904777, 29, 24.25898140528722, 97.66666666666667, 'Low Risk'),
(13816, 83, 14, '38:45.8', 36.36907289212115, 99.17078101460596, 126, 72, 42, 'Male', 60.511577672201106, 1.989194120016561, 0.11305510930747957, 54, 15.292699067992432, 90, 'High Risk'),
(13817, 83, 16, '37:45.8', 36.38086065075125, 96.24541272386811, 135, 80, 28, 'Male', 88.06639266955821, 1.6056644447105324, 0.13611834212261414, 55, 34.15864431670911, 98.33333333333333, 'High Risk'),
(13818, 88, 13, '36:45.8', 36.43238773690519, 97.23743862, 131, 82, 31, 'Female', 52.372529165045265, 1.7320580420615714, 0.061258234082598034, 49, 17.45736388827466, 98.33333333333333, 'High Risk'),
(13819, 74, 15, '35:45.8', 36.24846431, 97.44751250563232, 121, 72, 61, 'Male', 67.85030576319342, 1.8897032748244986, 0.11014519149518717, 49, 19.000480230402694, 88.33333333333333, 'Low Risk'),
(13820, 89, 15, '34:45.8', 36.42310775974009, 95.45787272398773, 134, 81, 35, 'Male', 68.50097742297531, 1.816109626265471, 0.090573922, 53, 20.76885946213949, 98.66666666666666, 'Low Risk'),
(13821, 99, 13, '33:45.8', 36.936549136648246, 97.63966891, 129, 74, 89, 'Female', 70.56133315068358, 1.6556633212198921, 0.099929895, 55, 25.74084041207959, 92.33333333333333, 'High Risk'),
(13822, 61, 19, '32:45.8', 36.96052021732793, 98.54479842, 125, 86, 28, 'Female', 55.40409313, 1.543305158459761, 0.068470361, 39, 23.261527776192676, 99, 'Low Risk'),
(13823, 88, 15, '31:45.8', 36.42719504796821, 95.54276192055947, 122, 74, 29, 'Male', 81.45528014290835, 1.6608846247290912, 0.087306669, 48, 29.52842698519295, 90, 'Low Risk'),
(13824, 90, 14, '30:45.8', 37.03588367, 99.29979145783676, 111, 83, 24, 'Female', 80.04279703335187, 1.6823564067778878, 0.060873326, 28, 28.280445301519332, 92.33333333333333, 'Low Risk'),
(13825, 75, 12, '29:45.8', 37.403963852013554, 96.03179571491941, 128, 78, 52, 'Female', 89.11557119193068, 1.8613290825270186, 0.070005565, 50, 25.722150142909666, 94.66666666666666, 'Low Risk'),
(13826, 91, 12, '28:45.8', 36.10248738652732, 95.77045178900572, 138, 81, 81, 'Female', 54.57585135288928, 1.7023972679723174, 0.11019607980609523, 57, 18.831230178152314, 100, 'High Risk'),
(13827, 88, 16, '27:45.8', 36.291857443893925, 95.09698544163867, 120, 77, 48, 'Female', 78.43940651550642, 1.5609009557531015, 0.084234356, 43, 32.19464243247716, 91.33333333333333, 'High Risk'),
(13828, 68, 19, '26:45.8', 37.23886502430164, 99.76004930526466, 118, 83, 35, 'Female', 84.60949955471486, 1.8778362205438788, 0.064457523, 35, 23.994057925096747, 94.66666666666667, 'Low Risk'),
(13829, 96, 16, '25:45.8', 37.21808680273969, 99.16097279092793, 126, 79, 22, 'Female', 56.21238084, 1.749590431169097, 0.056425171, 47, 18.36365776358051, 94.66666666666667, 'High Risk'),
(13830, 79, 12, '24:45.8', 37.023424986106996, 95.42472085027997, 111, 77, 27, 'Female', 85.02659623143026, 1.7647496682324122, 0.095987525, 34, 27.30162995706672, 88.33333333333333, 'Low Risk'),
(13831, 75, 19, '23:45.8', 36.7105836, 98.93742443339819, 116, 74, 59, 'Male', 83.95225451815368, 1.6376375124304394, 0.075840128, 42, 31.303781800165652, 88, 'High Risk'),
(13832, 78, 16, '22:45.8', 36.17423616045603, 95.27609758, 132, 85, 28, 'Female', 64.03054000014114, 1.806080622882783, 0.14934230016536731, 47, 19.629665456403767, 100.66666666666667, 'Low Risk'),
(13833, 60, 12, '21:45.8', 36.77246764199972, 98.93362505435267, 131, 79, 65, 'Female', 55.036220200943696, 1.7724388086137388, 0.13428030623186865, 52, 17.51887034183234, 96.33333333333333, 'High Risk'),
(13834, 60, 13, '20:45.8', 36.286857153326544, 99.10435212045063, 133, 84, 69, 'Male', 58.83232928686654, 1.6677974393537558, 0.12912694599234378, 49, 21.15092853647253, 100.33333333333333, 'Low Risk'),
(13835, 61, 19, '19:45.8', 37.376050892143695, 95.01688777671151, 119, 85, 24, 'Female', 59.96421692489662, 1.9026130346338932, 0.061288619, 34, 16.564992024391618, 96.33333333333333, 'High Risk'),
(13836, 70, 19, '18:45.8', 36.388217709423856, 98.03395708675308, 132, 78, 84, 'Female', 52.982731910551465, 1.5141681305683965, 0.13404879924128627, 54, 23.109265675758184, 96, 'Low Risk'),
(13837, 90, 17, '17:45.8', 36.98333190187774, 96.69399001889414, 125, 88, 39, 'Female', 75.04997596180898, 1.5362675033166784, 0.11285435463989119, 37, 31.799249441824536, 100.33333333333333, 'High Risk'),
(13838, 70, 18, '16:45.8', 36.56142132573742, 99.20355915525244, 131, 83, 88, 'Female', 64.52615457493236, 1.7921522614515197, 0.11048595410886033, 48, 20.090279323793133, 99, 'Low Risk'),
(13839, 95, 18, '15:45.8', 37.03715747395378, 97.36152486091859, 137, 76, 67, 'Female', 75.58693942, 1.6014100070948198, 0.11135744548616028, 61, 29.47417682220904, 96.33333333333333, 'High Risk'),
(13840, 62, 12, '14:45.8', 36.16325821389037, 95.06724576415424, 127, 83, 72, 'Female', 60.74499889213753, 1.7215703354532252, 0.14675145876612766, 44, 20.495616540692744, 97.66666666666667, 'Low Risk'),
(13841, 61, 12, '13:45.8', 37.05441891880268, 97.95481699349088, 129, 73, 83, 'Female', 88.47459217347053, 1.8601823780549211, 0.13181027739618706, 56, 25.568633476873114, 91.66666666666666, 'Low Risk'),
(13842, 69, 19, '12:45.8', 36.85554655171466, 97.20038548350604, 115, 87, 33, 'Male', 91.50538983639234, 1.5052369429069856, 0.1266647624394811, 28, 40.38656701101925, 96.33333333333333, 'High Risk'),
(13843, 63, 12, '11:45.8', 36.61440675478549, 95.12272826, 116, 76, 51, 'Female', 52.17672468843961, 1.8578159448861145, 0.070729405, 40, 15.117202881770286, 89.33333333333333, 'High Risk'),
(13844, 96, 15, '10:45.8', 36.71565418, 97.47678451836676, 121, 80, 69, 'Male', 53.643054753736855, 1.8293700967296944, 0.13165919117523292, 41, 16.02914471043838, 93.66666666666667, 'High Risk'),
(13845, 73, 15, '09:45.8', 37.24537173719227, 95.80504719325378, 127, 71, 41, 'Female', 86.56897270080557, 1.876271270841528, 0.147007132, 56, 24.59070649699693, 89.66666666666666, 'Low Risk'),
(13846, 95, 17, '08:45.8', 37.07795776499632, 99.46494499798116, 131, 77, 18, 'Female', 58.81746504073835, 1.6984579676427978, 0.10121598322597838, 54, 20.389036138458014, 95, 'High Risk'),
(13847, 75, 16, '07:45.8', 36.53449177316306, 98.44259734, 120, 81, 63, 'Female', 68.21667484844052, 1.6098990446754569, 0.14232456077063138, 39, 26.32044702350872, 94, 'Low Risk'),
(13848, 69, 17, '06:45.8', 36.23349059876847, 95.20001668014086, 111, 87, 47, 'Male', 76.18091104, 1.7477655135876604, 0.1052962269256171, 24, 24.939045675230314, 95, 'Low Risk'),
(13849, 99, 19, '05:45.8', 37.058349822393005, 97.66897963075725, 121, 88, 45, 'Female', 68.60444869018762, 1.5332652721942008, 0.058602050502488595, 33, 29.182176528692867, 99, 'High Risk'),
(13850, 78, 17, '04:45.8', 36.811482928591865, 97.88865926385606, 126, 77, 67, 'Male', 77.52613884488628, 1.728542114099334, 0.10386544786040083, 49, 25.947064080969724, 93.33333333333333, 'Low Risk'),
(13851, 62, 14, '03:45.8', 36.4268621, 97.16430892854531, 111, 70, 18, 'Female', 68.34733839123544, 1.9136533530948097, 0.13672051890431947, 41, 18.663584843224818, 83.66666666666667, 'Low Risk'),
(13852, 64, 17, '02:45.8', 37.227581642189435, 99.68795206624158, 130, 82, 76, 'Female', 83.5992885, 1.703047529273259, 0.14188362783536212, 48, 28.823654547311246, 98, 'Low Risk'),
(13853, 74, 19, '01:45.8', 36.84693846796029, 96.90639540589598, 120, 70, 41, 'Male', 61.88541658020456, 1.8700340976783174, 0.053013977883016275, 50, 17.696576910420927, 86.66666666666666, 'High Risk'),
(13854, 75, 16, '00:45.8', 36.63163089395057, 96.93748861, 119, 84, 31, 'Male', 53.99497168157688, 1.8587486987898558, 0.078422666, 35, 15.628308039286248, 95.66666666666667, 'High Risk'),
(13855, 80, 13, '59:45.8', 36.41672502945199, 98.72338223677798, 126, 86, 46, 'Female', 52.54443662935698, 1.6168114380773453, 0.070521358, 40, 20.100552462510706, 99.33333333333333, 'Low Risk'),
(13856, 85, 14, '58:45.8', 36.78433739341975, 98.39316544116461, 117, 82, 39, 'Female', 81.49373892661897, 1.6001064837401318, 0.077532604, 35, 31.829255004583846, 93.66666666666667, 'High Risk'),
(13857, 78, 15, '57:45.8', 36.71092452142525, 98.73851476145055, 120, 83, 33, 'Female', 50.91634433671339, 1.605701073, 0.050938874, 37, 19.74821376, 95.33333333333333, 'Low Risk'),
(13858, 82, 16, '56:45.8', 37.18914698631259, 95.78198857491826, 132, 79, 54, 'Female', 80.85615767025024, 1.9585523572797499, 0.12838915896569375, 53, 21.078646852111973, 96.66666666666666, 'Low Risk'),
(13859, 80, 12, '55:45.8', 37.27811275914754, 96.49333376, 135, 72, 77, 'Male', 87.93515162955296, 1.9052259606599424, 0.069871565, 63, 24.225320731879506, 93, 'Low Risk'),
(13860, 62, 13, '54:45.8', 36.347649343773334, 97.40438623387062, 111, 82, 50, 'Female', 51.92421276204912, 1.8709085086199173, 0.10075734101441722, 29, 14.83422358753862, 91.66666666666667, 'High Risk'),
(13861, 67, 15, '53:45.8', 36.913566008762025, 96.17319131407274, 117, 82, 25, 'Female', 95.59988053081418, 1.8456253830637406, 0.054454730206121196, 35, 28.06533565514271, 93.66666666666667, 'Low Risk'),
(13862, 78, 19, '52:45.8', 36.81776199658908, 99.43237886, 124, 75, 62, 'Female', 86.46001843204331, 1.9971039430294482, 0.090532491, 49, 21.677739121910026, 91.33333333333333, 'Low Risk'),
(13863, 73, 13, '51:45.8', 36.862564717828285, 97.49348339, 122, 76, 30, 'Male', 53.93770111908637, 1.8149609061013086, 0.075292564, 46, 16.374116752475757, 91.33333333333333, 'High Risk'),
(13864, 61, 15, '50:45.8', 37.08679979018447, 96.60823324991635, 132, 88, 64, 'Female', 96.29345964828465, 1.7803460651924723, 0.14298069964845067, 44, 30.380011386303586, 102.66666666666667, 'High Risk'),
(13865, 92, 18, '49:45.8', 37.30202748917765, 95.71923941894835, 118, 80, 84, 'Female', 80.13652019576259, 1.561916686434657, 0.088680944, 38, 32.84844009826045, 92.66666666666667, 'High Risk'),
(13866, 63, 12, '48:45.8', 36.25582039168972, 99.55433497886972, 112, 82, 67, 'Female', 95.34063395132048, 1.6363032847157664, 0.1371991688376545, 30, 35.60823364995549, 92, 'High Risk'),
(13867, 96, 13, '47:45.8', 36.97532663350307, 95.51356760640569, 130, 88, 85, 'Female', 85.57164664315522, 1.7841604960372965, 0.1120645321892598, 42, 26.882029336609616, 102, 'High Risk'),
(13868, 89, 16, '46:45.8', 37.1833582, 97.71973124532073, 130, 71, 76, 'Male', 67.91762705649273, 1.7028767702197123, 0.095323121, 59, 23.42157314121013, 90.66666666666666, 'Low Risk'),
(13869, 63, 18, '45:45.8', 36.56978648277067, 99.56584701295814, 139, 84, 34, 'Female', 66.54511982781655, 1.5384521180298847, 0.13480379563489125, 55, 28.115657446316494, 102.33333333333333, 'Low Risk'),
(13870, 65, 19, '44:45.8', 36.88333339768211, 96.33960658068098, 118, 72, 25, 'Female', 72.88263672115897, 1.541588275596173, 0.066800412, 46, 30.66812880764108, 87.33333333333333, 'High Risk'),
(13871, 87, 16, '43:45.8', 36.783035032173395, 96.25272378413956, 114, 86, 87, 'Female', 93.04012385937641, 1.660704396210705, 0.075053696, 28, 33.73538021306227, 95.33333333333333, 'High Risk'),
(13872, 70, 19, '42:45.8', 36.250192037534134, 96.72785433977135, 114, 70, 41, 'Female', 93.33257687585848, 1.6022408355966493, 0.12323147108034027, 44, 36.35613138922463, 84.66666666666667, 'High Risk'),
(13873, 66, 18, '41:45.8', 36.53994985392838, 98.69379621924888, 132, 73, 42, 'Female', 57.84285142368873, 1.6785506024541066, 0.14833373956376394, 59, 20.529615584669987, 92.66666666666666, 'Low Risk'),
(13874, 72, 19, '40:45.8', 36.39180163377294, 96.76433669639229, 139, 76, 51, 'Male', 86.74962346363657, 1.8181666916108132, 0.099765532, 63, 26.242197745847964, 97, 'Low Risk'),
(13875, 61, 14, '39:45.8', 36.768166173856685, 99.73065070258704, 125, 81, 23, 'Male', 94.45743427, 1.6654618138840074, 0.0807952, 44, 34.05389445469622, 95.66666666666667, 'High Risk'),
(13876, 63, 15, '38:45.8', 36.79601969605777, 98.37465348459892, 113, 78, 70, 'Female', 77.61672441819687, 1.8708081284158382, 0.1390076117764969, 35, 22.176694525891516, 89.66666666666667, 'Low Risk'),
(13877, 68, 18, '37:45.8', 36.61589075, 96.23684140871197, 129, 78, 66, 'Female', 97.89641059690385, 1.5883605173854036, 0.069851487, 51, 38.803294726299306, 95, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(13878, 96, 17, '36:45.8', 36.473741965022704, 99.67976489, 124, 81, 59, 'Female', 70.20846303744342, 1.5456500431035338, 0.10031117929683722, 43, 29.387803354490657, 95.33333333333333, 'High Risk'),
(13879, 71, 14, '35:45.8', 36.229803062342086, 99.05261285083151, 132, 73, 67, 'Male', 63.146094118658084, 1.5076497006044505, 0.14047350199238764, 59, 27.78085456927954, 92.66666666666666, 'Low Risk'),
(13880, 77, 17, '34:45.8', 36.45453677966542, 95.09905996450946, 127, 70, 31, 'Male', 99.74255784898062, 1.7637848778315306, 0.10437001571955024, 57, 32.06190122, 89, 'High Risk'),
(13881, 94, 19, '33:45.8', 37.032852898106505, 97.34481011442489, 122, 75, 25, 'Female', 63.63785437998126, 1.8248919522374996, 0.14217305104551103, 47, 19.109143272667986, 90.66666666666667, 'High Risk'),
(13882, 63, 17, '32:45.8', 36.94127685550857, 97.56675871437228, 124, 89, 75, 'Male', 54.096952327515694, 1.6084329149430119, 0.093662933, 35, 20.91061928605217, 100.66666666666667, 'Low Risk'),
(13883, 93, 13, '31:45.8', 37.41910057811251, 99.81234962058828, 126, 71, 63, 'Female', 64.65592404892405, 1.8906101546318945, 0.086717431, 55, 18.088574817617424, 89.33333333333333, 'High Risk'),
(13884, 79, 18, '30:45.8', 36.913925330030345, 95.57474675244876, 131, 86, 60, 'Female', 55.54498200792182, 1.6704358203968588, 0.094796033, 45, 19.906056929889616, 101, 'Low Risk'),
(13885, 63, 17, '29:45.8', 36.84425979406509, 96.42915331399979, 125, 88, 80, 'Male', 76.97121298705457, 1.7524290263540183, 0.091392822, 37, 25.06383106434512, 100.33333333333333, 'Low Risk'),
(13886, 89, 19, '28:45.8', 36.92741388314495, 99.73073504, 124, 89, 23, 'Female', 76.73569431227574, 1.6226067534010467, 0.11578428785300024, 35, 29.145456943505522, 100.66666666666667, 'Low Risk'),
(13887, 86, 14, '27:45.8', 36.48104117256637, 97.28885819002741, 112, 82, 84, 'Female', 67.49002518337909, 1.799931734081052, 0.08058605, 30, 20.83183477220265, 92, 'Low Risk'),
(13888, 87, 16, '26:45.8', 36.02897589531861, 97.77634350809582, 122, 87, 37, 'Female', 95.57624409074467, 1.7260243066846208, 0.052081006, 35, 32.081609267644765, 98.66666666666667, 'High Risk'),
(13889, 99, 16, '25:45.8', 37.47303840776449, 97.31892490410705, 123, 70, 73, 'Male', 67.36519297, 1.537896336512876, 0.13604623254390175, 53, 28.48271822177328, 87.66666666666666, 'High Risk'),
(13890, 65, 18, '24:45.8', 37.45413860325276, 95.91266755769448, 124, 73, 46, 'Male', 98.72816692092141, 1.5784483087108223, 0.072891245, 51, 39.62601005005513, 90, 'High Risk'),
(13891, 82, 17, '23:45.8', 36.21972018079701, 95.56803579, 119, 78, 86, 'Female', 95.67003907289111, 1.5818911297374263, 0.10975781995290466, 41, 38.231626058782446, 91.66666666666667, 'High Risk'),
(13892, 80, 18, '22:45.8', 37.13672701972944, 98.14054841, 118, 71, 71, 'Male', 87.10413514061929, 1.6849837989515537, 0.051822706, 47, 30.67943194141806, 86.66666666666667, 'High Risk'),
(13893, 73, 13, '21:45.8', 36.507614307454155, 97.85996128346156, 116, 76, 64, 'Female', 80.22081109885221, 1.5037662225123611, 0.072128344, 40, 35.47532621547606, 89.33333333333333, 'High Risk'),
(13894, 86, 17, '20:45.8', 37.080857712905754, 99.76011531553148, 123, 82, 53, 'Female', 61.486995425930985, 1.5628266138163225, 0.1273189306441574, 41, 25.174547611977022, 95.66666666666667, 'Low Risk'),
(13895, 91, 18, '19:45.8', 37.089922237675886, 98.96095480402735, 125, 74, 26, 'Female', 86.39165503969528, 1.9043442111504718, 0.1369381331904138, 51, 23.82214665115321, 91, 'High Risk'),
(13896, 98, 13, '18:45.8', 37.26586818513097, 97.95561527880554, 117, 73, 32, 'Female', 80.92452774999026, 1.6262985440157147, 0.10997562516273446, 44, 30.597055008953635, 87.66666666666667, 'High Risk'),
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(14074, 92, 12, '20:45.8', 36.84623880746031, 99.40376736944962, 130, 83, 83, 'Male', 84.35480225675605, 1.7967067174682385, 0.077196353, 47, 26.130963819744796, 98.66666666666667, 'High Risk'),
(14075, 71, 19, '19:45.8', 36.50710552964574, 97.67107193710218, 122, 86, 37, 'Female', 57.934258002049155, 1.5120046011486996, 0.052103386, 36, 25.341319446891934, 98, 'Low Risk'),
(14076, 78, 17, '18:45.8', 36.24381349, 96.36251494384625, 132, 71, 75, 'Male', 56.95692957776729, 1.6402595189060107, 0.14741124161077862, 61, 21.170028167013747, 91.33333333333333, 'Low Risk'),
(14077, 88, 12, '17:45.8', 36.57328696867895, 96.90822970568539, 111, 78, 48, 'Male', 95.35031978354317, 1.7519657693995656, 0.065850299, 33, 31.064968739085167, 89, 'High Risk'),
(14078, 78, 13, '16:45.8', 37.00421315119258, 96.71907093524703, 133, 80, 80, 'Male', 65.78582687189356, 1.9802493000979189, 0.10617553441702175, 53, 16.776161597357294, 97.66666666666666, 'High Risk'),
(14079, 81, 17, '15:45.8', 37.43472654473034, 98.72231247345448, 133, 87, 60, 'Male', 65.72376012749102, 1.6631493902145151, 0.1438730763565294, 46, 23.760735514650754, 102.33333333333333, 'Low Risk'),
(14080, 63, 19, '14:45.8', 36.89241702566398, 95.73563744484497, 111, 87, 89, 'Male', 66.60133221778665, 1.8258830533004295, 0.11288806892092994, 24, 19.97730962904309, 95, 'Low Risk'),
(14081, 89, 17, '13:45.8', 37.20165698861032, 95.57073501304235, 130, 79, 69, 'Female', 99.75459889738472, 1.8943655183385606, 0.074118391, 51, 27.797476178766505, 96, 'Low Risk'),
(14082, 93, 13, '12:45.8', 36.57923238047914, 97.51977141614961, 115, 79, 72, 'Female', 84.13939566497058, 1.6941589453594104, 0.12967502995278668, 36, 29.315079875019975, 91, 'High Risk'),
(14083, 89, 16, '11:45.8', 37.426357497570756, 97.70716119428651, 116, 81, 22, 'Female', 74.73071173963305, 1.5800433094029114, 0.12780752496886155, 35, 29.933750608408275, 92.66666666666667, 'Low Risk'),
(14084, 71, 16, '10:45.8', 36.62893914506415, 99.47343931441725, 119, 71, 59, 'Male', 92.68199121094386, 1.6801981799957433, 0.091275876, 48, 32.83026103677377, 87, 'High Risk'),
(14085, 79, 16, '09:45.8', 37.36548034940268, 98.88620651382227, 133, 78, 70, 'Male', 59.379412885090204, 1.7063308085306303, 0.097372293, 55, 20.394329644037995, 96.33333333333333, 'Low Risk'),
(14086, 78, 13, '08:45.8', 37.22529241326257, 96.23303619156214, 135, 85, 86, 'Female', 99.73317351388675, 1.5356813027041019, 0.092970674, 50, 42.28997663568208, 101.66666666666666, 'High Risk'),
(14087, 95, 14, '07:45.8', 36.06600924835068, 98.28187463854113, 123, 78, 46, 'Female', 99.19150317563985, 1.6214891698944962, 0.14650974140399697, 45, 37.72648704103426, 93, 'High Risk'),
(14088, 98, 16, '06:45.8', 36.83113964860512, 96.12030599332826, 129, 81, 49, 'Male', 83.33567053821068, 1.5037067613438426, 0.099305876, 48, 36.85569703, 97, 'High Risk'),
(14089, 62, 14, '05:45.8', 36.28462427264184, 95.38908525819963, 119, 85, 27, 'Male', 90.22921170585307, 1.8445789768581164, 0.1160014352318119, 34, 26.518725874550817, 96.33333333333333, 'Low Risk'),
(14090, 63, 17, '04:45.8', 37.15457651572009, 96.41994426427243, 126, 88, 54, 'Female', 50.409416006693334, 1.6943534110732692, 0.055622415, 38, 17.559157063447778, 100.66666666666667, 'High Risk'),
(14091, 63, 17, '03:45.8', 37.009749402643536, 96.14828918730745, 120, 78, 32, 'Female', 83.66720121574906, 1.9530421943904759, 0.097904843, 42, 21.934714665110135, 92, 'Low Risk'),
(14092, 80, 18, '02:45.8', 36.869907110039414, 98.68701524790542, 114, 72, 61, 'Male', 63.54575446765368, 1.8995233463872694, 0.058536634, 42, 17.611537384330138, 86, 'High Risk'),
(14093, 98, 16, '01:45.8', 36.655065493696355, 96.98853163812178, 117, 73, 23, 'Female', 62.799862873524646, 1.7264560774879478, 0.079047764, 44, 21.06917970760922, 87.66666666666667, 'High Risk'),
(14094, 76, 16, '00:45.8', 36.60489977294556, 98.45263489094513, 130, 78, 52, 'Male', 81.85156712058019, 1.8570580105303822, 0.067885094, 52, 23.73427980630816, 95.33333333333333, 'Low Risk'),
(14095, 91, 12, '59:45.8', 36.37124672620913, 95.69712450315362, 132, 89, 39, 'Male', 76.88849117, 1.8871552604241995, 0.1474601230456179, 43, 21.589673501133507, 103.33333333333333, 'High Risk'),
(14096, 73, 17, '58:45.8', 36.16708334, 95.97514139549014, 125, 86, 21, 'Female', 96.46400413341308, 1.656464850829307, 0.052295048, 39, 35.15611168039828, 99, 'High Risk'),
(14097, 71, 17, '57:45.8', 36.763442899195844, 98.78816584336542, 124, 74, 58, 'Male', 73.17237763653156, 1.962836618329467, 0.054274639188173705, 50, 18.992356952931473, 90.66666666666666, 'Low Risk'),
(14098, 93, 17, '56:45.8', 37.265842074725306, 99.18581994003058, 130, 78, 34, 'Female', 86.24940840517858, 1.9712184334652594, 0.13107851290271527, 52, 22.19660846599718, 95.33333333333333, 'High Risk'),
(14099, 89, 12, '55:45.8', 37.481259576884575, 99.16618318376756, 126, 77, 77, 'Male', 71.06213463761682, 1.9459711286159949, 0.1394712758600768, 49, 18.765730023788375, 93.33333333333333, 'Low Risk'),
(14100, 78, 17, '54:45.8', 36.15155601, 98.25570929743753, 112, 70, 42, 'Female', 70.38089962805216, 1.6458580078950162, 0.086875554, 42, 25.981850772971328, 84, 'Low Risk'),
(14101, 70, 14, '53:45.8', 37.097065907871524, 98.17293843285312, 117, 87, 32, 'Female', 69.82254692948914, 1.5335899542008768, 0.055007499, 30, 29.68774264309548, 97, 'Low Risk'),
(14102, 84, 16, '52:45.8', 37.31935696964584, 95.57325151801335, 121, 73, 63, 'Male', 57.59368620112101, 1.9633696651072414, 0.082358499, 48, 14.94069232788485, 89, 'High Risk'),
(14103, 80, 18, '51:45.8', 36.213850811973465, 96.76882439092753, 137, 70, 42, 'Male', 64.09223404937268, 1.674601285249953, 0.081707728, 67, 22.855070726235013, 92.33333333333333, 'Low Risk'),
(14104, 62, 18, '50:45.8', 36.51528415796768, 98.01993096260848, 136, 82, 48, 'Male', 99.73407270592855, 1.6007768000494873, 0.11607086465203995, 54, 38.920820857255755, 100, 'High Risk'),
(14105, 77, 19, '49:45.8', 36.12869068912372, 95.23592895236222, 115, 70, 89, 'Female', 80.54511057010453, 1.6613628852597397, 0.12021217735053108, 45, 29.181672139398124, 85, 'Low Risk'),
(14106, 70, 17, '48:45.8', 36.636368393293324, 97.49778725145549, 111, 88, 40, 'Male', 99.91390355072072, 1.8427928713097765, 0.091342857, 23, 29.42204664812158, 95.66666666666667, 'Low Risk'),
(14107, 88, 17, '47:45.8', 36.20464916326052, 98.66495402006953, 136, 77, 81, 'Female', 62.06087670479521, 1.9094970521602892, 0.067079061, 59, 17.02079816635636, 96.66666666666666, 'High Risk'),
(14108, 88, 17, '46:45.8', 36.00469088925863, 97.38542593101862, 115, 74, 74, 'Male', 90.52968794822382, 1.6670214516715212, 0.050510094, 41, 32.57681686581676, 87.66666666666667, 'High Risk'),
(14109, 97, 16, '45:45.8', 36.89668073442597, 97.27249743940119, 125, 74, 74, 'Female', 50.707473481185524, 1.5545368593096567, 0.083279696, 51, 20.98311323317909, 91, 'High Risk'),
(14110, 69, 12, '44:45.8', 36.30736961, 98.29349527192261, 127, 76, 19, 'Female', 51.366292238049695, 1.8675728453470313, 0.12588302289044595, 51, 14.727299436384756, 93, 'High Risk'),
(14111, 64, 19, '43:45.8', 37.086193914446824, 95.31922239, 125, 79, 47, 'Female', 66.50317962943392, 1.5654718834452825, 0.1235669414451782, 46, 27.136377135026883, 94.33333333333333, 'Low Risk'),
(14112, 75, 15, '42:45.8', 37.206107262995076, 95.59218849758875, 111, 71, 47, 'Male', 81.37644105920944, 1.9180211064870372, 0.1228680265876537, 40, 22.12034664380834, 84.33333333333333, 'Low Risk'),
(14113, 88, 13, '41:45.8', 36.54243586796243, 99.60031834887923, 124, 85, 30, 'Male', 66.41373044391892, 1.9396707132753301, 0.1312826050768779, 39, 17.652322699255212, 98, 'High Risk'),
(14114, 72, 12, '40:45.8', 36.794678607474275, 97.66577945250333, 124, 72, 55, 'Male', 77.78960534610802, 1.9337391900310403, 0.057106891, 52, 20.802990479369168, 89.33333333333333, 'Low Risk'),
(14115, 62, 13, '39:45.8', 36.48207737552511, 95.5543852, 120, 79, 65, 'Female', 81.46899432606818, 1.9663304221654814, 0.066312752, 41, 21.070719144795184, 92.66666666666667, 'Low Risk'),
(14116, 91, 18, '38:45.8', 36.60904567907944, 97.78859249170796, 137, 88, 52, 'Male', 84.82974802977994, 1.7099654226463148, 0.068027115, 49, 29.01172284234864, 104.33333333333333, 'High Risk'),
(14117, 94, 17, '37:45.8', 36.80162872604023, 95.67767732, 136, 87, 55, 'Female', 95.74100164748793, 1.9103679063365133, 0.090068968, 49, 26.233965303552957, 103.33333333333333, 'High Risk'),
(14118, 77, 19, '36:45.8', 36.39229189444362, 97.88876282831029, 112, 86, 30, 'Female', 90.71580593832395, 1.8060545097864789, 0.1008806130336851, 26, 27.811297798827322, 94.66666666666667, 'Low Risk'),
(14119, 68, 15, '35:45.8', 37.272042176268116, 99.29694615, 135, 74, 64, 'Female', 61.92673079843407, 1.9956803518524535, 0.11551529463743022, 61, 15.548775405937466, 94.33333333333333, 'High Risk'),
(14120, 94, 16, '34:45.8', 36.03932619256158, 99.74957434781132, 125, 82, 82, 'Female', 77.71123896488112, 1.5837511680224592, 0.13538330079371602, 43, 30.98203474749173, 96.33333333333333, 'High Risk'),
(14121, 90, 16, '33:45.8', 37.19289534543283, 98.00004130220135, 119, 85, 21, 'Female', 76.18270505769632, 1.7214341881268782, 0.0623249, 34, 25.70842918062297, 96.33333333333333, 'Low Risk'),
(14122, 68, 15, '32:45.8', 36.810079289297356, 95.76786114289827, 110, 79, 44, 'Male', 90.04675727056429, 1.798427517924605, 0.1483794055272904, 31, 27.840831351325498, 89.33333333333333, 'Low Risk'),
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(14124, 85, 18, '30:45.8', 36.552747879332536, 98.59579125414956, 118, 78, 63, 'Male', 68.80212018750689, 1.736787488064584, 0.066198198, 40, 22.80911621555973, 91.33333333333333, 'Low Risk'),
(14125, 73, 16, '29:45.8', 36.58058119421512, 98.16123704078204, 120, 86, 45, 'Female', 60.49319561310298, 1.9767029620266552, 0.092223221, 34, 15.481880147706011, 97.33333333333333, 'High Risk'),
(14126, 82, 14, '28:45.8', 36.021052896436615, 96.49870663, 122, 88, 72, 'Male', 64.50329250713314, 1.896231632695402, 0.094754034, 34, 17.939036315323076, 99.33333333333333, 'High Risk'),
(14127, 96, 17, '27:45.8', 36.03839069940424, 97.93534971080338, 127, 70, 30, 'Male', 87.97016723614585, 1.5943502303139876, 0.091675264, 57, 34.60731929734291, 89, 'High Risk'),
(14128, 96, 17, '26:45.8', 36.17653962625142, 98.57826763457571, 121, 79, 87, 'Female', 78.32951693679996, 1.8538493395781381, 0.13379602152417114, 42, 22.791692405377447, 93, 'High Risk'),
(14129, 77, 18, '25:45.8', 37.06995706523326, 95.28321275231136, 125, 75, 83, 'Male', 87.68926433554219, 1.7674011815690926, 0.11646356549085163, 50, 28.072180302117474, 91.66666666666666, 'Low Risk'),
(14130, 64, 12, '24:45.8', 36.993085112465145, 98.79889624070255, 116, 79, 69, 'Female', 83.63626672475527, 1.7472073871605935, 0.12301920351001744, 37, 27.39717126060299, 91.33333333333333, 'Low Risk'),
(14131, 60, 16, '23:45.8', 36.569407371602104, 96.63252812066413, 125, 70, 36, 'Male', 72.10945503831725, 1.8895912109720008, 0.063186892, 55, 20.19558756481935, 88.33333333333333, 'Low Risk'),
(14132, 82, 12, '22:45.8', 36.449694158891845, 97.34640362781852, 128, 78, 50, 'Female', 73.28811443163487, 1.5968444411741163, 0.11689780857506561, 50, 28.741426984720224, 94.66666666666666, 'Low Risk'),
(14133, 96, 13, '21:45.8', 36.53920537002481, 98.23064328, 128, 78, 44, 'Male', 64.21003396670532, 1.5902080320485288, 0.086711378, 50, 25.39188919, 94.66666666666666, 'High Risk'),
(14134, 93, 12, '20:45.8', 36.92669539721917, 96.10008268, 119, 82, 83, 'Male', 75.08211397773498, 1.5517065785565367, 0.14921703722278207, 37, 31.18295652398583, 94.33333333333333, 'High Risk'),
(14135, 71, 15, '19:45.8', 36.62589884008835, 97.50306485961755, 119, 78, 87, 'Female', 80.17594151082668, 1.5262730422009523, 0.10974617237684375, 41, 34.41752221872144, 91.66666666666667, 'High Risk'),
(14136, 64, 16, '18:45.8', 36.68076135303056, 96.17417450616975, 132, 79, 70, 'Female', 51.700220555780184, 1.750825702703588, 0.091914257, 53, 16.86578534562887, 96.66666666666666, 'High Risk'),
(14137, 67, 14, '17:45.8', 36.08835993214274, 99.63096627384012, 135, 73, 72, 'Male', 60.68854619181551, 1.5319997200966722, 0.1369879388773136, 62, 25.85766842093018, 93.66666666666666, 'Low Risk'),
(14138, 62, 12, '16:45.8', 37.47148128921512, 96.59942784285418, 137, 87, 37, 'Male', 56.19789018318434, 1.8645436752843667, 0.077116768, 50, 16.164969508669692, 103.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(14140, 75, 14, '14:45.8', 36.20971629310196, 96.79203545507606, 118, 85, 50, 'Female', 80.21038987842007, 1.7996081487677706, 0.12050073104574849, 33, 24.767075341935055, 96, 'Low Risk'),
(14141, 84, 14, '13:45.8', 36.95733486956045, 99.78443560356041, 125, 88, 43, 'Male', 92.87538389795643, 1.9630783216180627, 0.10974278022325601, 37, 24.100461980893897, 100.33333333333333, 'Low Risk'),
(14142, 62, 18, '12:45.8', 36.36743618231595, 95.57930344262624, 122, 70, 73, 'Male', 66.54470078087576, 1.8031795380944702, 0.078105412, 52, 20.466120913416393, 87.33333333333333, 'Low Risk'),
(14143, 93, 18, '11:45.8', 37.375320739205556, 96.23095804243471, 137, 89, 30, 'Male', 86.32674582442112, 1.836734905414555, 0.08898207, 48, 25.588946787863183, 105, 'High Risk'),
(14144, 77, 14, '10:45.8', 36.791008254607235, 97.15004913795251, 110, 81, 88, 'Female', 74.66105119203337, 1.9848505362358853, 0.057147775, 29, 18.951277124948952, 90.66666666666667, 'Low Risk'),
(14145, 95, 13, '09:45.8', 37.01407115748301, 96.89398164907747, 118, 74, 45, 'Male', 99.09541845168121, 1.8024147311350218, 0.10591584926041164, 44, 30.503109900370877, 88.66666666666667, 'High Risk'),
(14146, 74, 12, '08:45.8', 37.36192462, 99.57825075392029, 133, 72, 89, 'Male', 78.87849302007604, 1.9178901916798192, 0.087403888, 61, 21.444263177986585, 92.33333333333333, 'Low Risk'),
(14147, 70, 15, '07:45.8', 36.62312405330495, 96.58440194176407, 137, 86, 65, 'Male', 97.57291230379991, 1.5458467984329491, 0.13261807560316194, 51, 40.83159697777286, 103, 'High Risk'),
(14148, 67, 19, '06:45.8', 37.20059391980644, 98.28752048892675, 113, 89, 49, 'Male', 92.28203430526958, 1.7606162146293547, 0.061414429, 24, 29.770612182138922, 97, 'Low Risk'),
(14149, 70, 17, '05:45.8', 36.22305531958086, 98.41874817675482, 121, 80, 87, 'Female', 85.21806762295932, 1.6931068600090493, 0.084119879, 41, 29.727811829703256, 93.66666666666667, 'Low Risk'),
(14150, 91, 15, '04:45.8', 36.90248248467132, 99.43999443312477, 128, 83, 81, 'Male', 71.17463703961381, 1.5611769373638442, 0.11449299616348095, 45, 29.20256552696973, 98, 'High Risk'),
(14151, 75, 17, '03:45.8', 36.70430782276323, 95.70949602674449, 134, 73, 60, 'Female', 98.49813181076614, 1.6871933080770591, 0.14983373202671413, 61, 34.6017692, 93.33333333333333, 'High Risk'),
(14152, 84, 18, '02:45.8', 37.07886825523232, 99.42031309430905, 119, 72, 85, 'Male', 95.34004707052824, 1.8460258109743732, 0.06631445, 47, 27.97691504117826, 87.66666666666667, 'Low Risk'),
(14153, 77, 19, '01:45.8', 37.493898849715826, 95.80105121421444, 118, 86, 52, 'Male', 70.34697641, 1.622383062752809, 0.061675193, 32, 26.726287026379886, 96.66666666666667, 'Low Risk'),
(14154, 76, 13, '00:45.8', 37.457451157381456, 98.57121674530433, 115, 71, 70, 'Male', 83.73608191107697, 1.9162778340297422, 0.059910808, 44, 22.803194095156336, 85.66666666666667, 'Low Risk'),
(14155, 84, 16, '59:45.8', 37.24122683172003, 96.97086727693907, 127, 83, 66, 'Female', 68.40942621871942, 1.808295600974282, 0.055994428, 44, 20.920742604393542, 97.66666666666667, 'Low Risk'),
(14156, 82, 12, '58:45.8', 37.25196153159507, 96.94958942621246, 134, 87, 69, 'Male', 91.13101828169502, 1.8144143430041715, 0.11168674411079513, 47, 27.68173344264559, 102.66666666666667, 'Low Risk'),
(14157, 70, 13, '57:45.8', 37.37468919830684, 95.72092172234952, 139, 87, 88, 'Female', 73.39358327653079, 1.7211152206966915, 0.079990528, 52, 24.776399841908965, 104.33333333333333, 'Low Risk'),
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(14334, 63, 12, '00:45.8', 36.879217067474315, 95.69469135, 115, 71, 18, 'Female', 60.97640894381618, 1.8707230447572445, 0.087832583, 44, 17.423798969735234, 85.66666666666667, 'High Risk'),
(14335, 99, 16, '59:45.8', 36.87505466447949, 99.70859332421291, 129, 72, 19, 'Female', 80.45308721355045, 1.533263079574391, 0.10033200482103327, 57, 34.22231288254687, 91, 'High Risk'),
(14336, 75, 16, '58:45.8', 37.33711049428409, 95.47025213833051, 136, 71, 47, 'Male', 96.09113121400026, 1.9181879866511784, 0.12566448836099253, 65, 26.115657997591875, 92.66666666666666, 'Low Risk'),
(14337, 91, 17, '57:45.8', 36.504463528930245, 95.32248971545036, 130, 76, 75, 'Male', 62.79149209083852, 1.6198054699797657, 0.079723952, 54, 23.931784348732247, 94, 'High Risk'),
(14338, 60, 17, '56:45.8', 36.984012489223204, 99.51941153872849, 119, 77, 46, 'Female', 81.96835860637164, 1.5783989906992222, 0.060218006, 42, 32.90126904, 91, 'High Risk'),
(14339, 97, 13, '55:45.8', 36.29324521802097, 95.52013993328305, 113, 78, 71, 'Female', 85.44103101474207, 1.780176035075608, 0.063253408, 35, 26.96128454430604, 89.66666666666667, 'High Risk'),
(14340, 72, 18, '54:45.8', 36.63850426, 98.27626749288657, 121, 79, 62, 'Male', 87.61555525787449, 1.6449334952307928, 0.062265532596782185, 42, 32.38057298302589, 93, 'High Risk'),
(14341, 80, 12, '53:45.8', 36.29293195546358, 98.79033810410087, 120, 71, 60, 'Female', 74.43477926182041, 1.673121666532288, 0.097426802, 49, 26.590154347240663, 87.33333333333333, 'Low Risk'),
(14342, 92, 18, '52:45.8', 36.565192446198544, 97.64946651812646, 131, 86, 67, 'Female', 69.80130153440383, 1.8434818564400528, 0.053738036, 45, 20.539306956152874, 101, 'High Risk'),
(14343, 90, 16, '51:45.8', 36.760331239609904, 95.26013406113802, 136, 76, 47, 'Female', 56.594395750639386, 1.7047138893559846, 0.12638957482266866, 60, 19.474684388635985, 96, 'Low Risk'),
(14344, 80, 19, '50:45.8', 36.123625305167096, 95.12495259868713, 127, 71, 76, 'Male', 63.65087206278767, 1.8199514495278721, 0.080352992, 56, 19.216962960585672, 89.66666666666666, 'Low Risk'),
(14345, 72, 17, '49:45.8', 37.03292419927876, 95.15582158964146, 120, 84, 44, 'Male', 74.24971080020997, 1.598085885330041, 0.050452767, 36, 29.07331374244936, 96, 'Low Risk'),
(14346, 70, 18, '48:45.8', 36.691036343732726, 96.12733236400018, 112, 76, 28, 'Female', 54.78326702433859, 1.894841047, 0.12131547627363629, 36, 15.25816686497205, 88, 'High Risk'),
(14347, 67, 18, '47:45.8', 37.40788750827661, 98.52388624264606, 132, 86, 36, 'Male', 54.23421161590531, 1.8343493022439081, 0.1268991864245202, 46, 16.11792956712483, 101.33333333333333, 'High Risk'),
(14348, 71, 15, '46:45.8', 36.34137418843325, 99.74473405, 118, 74, 89, 'Female', 60.33712592546212, 1.9129252909922305, 0.094238347, 44, 16.488782950161184, 88.66666666666667, 'High Risk'),
(14349, 65, 15, '45:45.8', 36.88333994826681, 98.61214283048612, 122, 80, 84, 'Male', 73.25969575957993, 1.656696660339777, 0.059600962, 42, 26.691877142238297, 94, 'Low Risk'),
(14350, 66, 16, '44:45.8', 36.829692003067315, 99.27330395868607, 134, 73, 87, 'Female', 55.44489769702652, 1.9081328033128806, 0.061979555, 61, 15.228053400474609, 93.33333333333333, 'High Risk'),
(14351, 87, 18, '43:45.8', 37.39202951849696, 98.0586337, 110, 86, 74, 'Male', 83.90442526106438, 1.9323388207946601, 0.1431548473102025, 24, 22.470788336985883, 94, 'Low Risk'),
(14352, 85, 12, '42:45.8', 37.075423269177215, 97.78957108563334, 130, 71, 67, 'Male', 54.39186997602138, 1.9192585477938806, 0.12297987728206407, 59, 14.766141403182731, 90.66666666666666, 'High Risk'),
(14353, 96, 14, '41:45.8', 37.36003637667522, 98.20707667984732, 119, 78, 50, 'Male', 67.93479674178784, 1.8379284691126554, 0.076613425, 41, 20.111065036747544, 91.66666666666667, 'High Risk'),
(14354, 64, 19, '40:45.8', 36.833632161587175, 95.64185204737957, 122, 80, 67, 'Female', 74.31959830351234, 1.841392646125185, 0.057434421, 42, 21.91848562123009, 94, 'Low Risk'),
(14355, 64, 12, '39:45.8', 36.98300294258452, 98.1025958, 113, 72, 23, 'Male', 64.03344242070074, 1.5492500709864179, 0.10548716259226026, 41, 26.678646992804897, 85.66666666666667, 'Low Risk'),
(14356, 97, 18, '38:45.8', 37.29583121826822, 97.71729368492866, 120, 70, 81, 'Female', 53.50978576796336, 1.7966577072269154, 0.12556288802837387, 50, 16.576869658964124, 86.66666666666666, 'High Risk'),
(14357, 65, 12, '37:45.8', 36.40469719, 96.24586254267325, 135, 70, 18, 'Female', 51.368555369926185, 1.7743691190080937, 0.10805407007272413, 65, 16.31583900912455, 91.66666666666666, 'High Risk'),
(14358, 68, 16, '36:45.8', 36.83617045, 97.60579715, 129, 85, 63, 'Male', 57.30946808094153, 1.6182683894304204, 0.065056009, 44, 21.883927926783038, 99.66666666666667, 'Low Risk'),
(14359, 74, 17, '35:45.8', 36.68564206171189, 99.45627909008168, 137, 79, 54, 'Female', 83.23005077575276, 1.8089311384358173, 0.10403216091584327, 58, 25.43525466563886, 98.33333333333333, 'Low Risk'),
(14360, 82, 12, '34:45.8', 37.07524083545826, 99.57793878043844, 111, 80, 20, 'Female', 83.88178411347037, 1.818147432018443, 0.12295977871372514, 31, 25.37519949657975, 90.33333333333333, 'Low Risk'),
(14361, 84, 14, '33:45.8', 36.35730342234927, 98.46606065, 119, 84, 73, 'Female', 60.64050426064924, 1.7607950647938293, 0.14282124290419487, 35, 19.55893392152737, 95.66666666666667, 'Low Risk'),
(14362, 71, 17, '32:45.8', 37.05141484277764, 98.21239227120024, 134, 84, 59, 'Male', 86.29683567632509, 1.850080971, 0.11895822263109543, 50, 25.21235415462171, 100.66666666666666, 'Low Risk'),
(14363, 71, 17, '31:45.8', 37.47716639, 97.83839083596636, 112, 89, 27, 'Male', 63.28667451253885, 1.7783417555925913, 0.1348083693180444, 23, 20.01160048247273, 96.66666666666667, 'Low Risk'),
(14364, 96, 12, '30:45.8', 37.49373398839088, 96.52717700505708, 135, 86, 76, 'Male', 88.08308666470728, 1.7996467442528163, 0.11926501870060205, 49, 27.196811734261765, 102.33333333333333, 'High Risk'),
(14365, 69, 16, '29:45.8', 36.17108830472187, 97.99763855130126, 116, 88, 33, 'Female', 82.49358566658259, 1.8781753478227798, 0.077876755, 28, 23.385567277730196, 97.33333333333333, 'Low Risk'),
(14366, 99, 17, '28:45.8', 36.86784502833745, 99.04704324887585, 121, 81, 40, 'Female', 65.27826816135544, 1.9751163824118383, 0.10415329807965987, 40, 16.733363353673443, 94.33333333333333, 'High Risk'),
(14367, 60, 16, '27:45.8', 36.145085008309785, 97.85090839399363, 118, 77, 85, 'Male', 95.90834184200897, 1.7796748998026752, 0.096148928, 41, 30.281335989375588, 90.66666666666667, 'High Risk'),
(14368, 65, 17, '26:45.8', 36.00579693391357, 97.71172354090447, 115, 84, 34, 'Male', 65.63565189, 1.9102410996276744, 0.066638339, 31, 17.987194600916965, 94.33333333333333, 'High Risk'),
(14369, 75, 18, '25:45.8', 36.09358868877623, 97.40328925184937, 123, 71, 41, 'Male', 91.05995904873963, 1.7121527177795102, 0.10301839699420577, 52, 31.062932400131128, 88.33333333333333, 'High Risk'),
(14370, 83, 13, '24:45.8', 36.39534662591361, 95.46718678854533, 129, 86, 36, 'Female', 93.30437532447398, 1.8882891309222596, 0.082862302, 43, 26.167668113075674, 100.33333333333333, 'Low Risk'),
(14371, 78, 12, '23:45.8', 37.422758920975184, 96.53586934467963, 139, 85, 26, 'Female', 67.12409057841668, 1.904896030215176, 0.14471556721999718, 54, 18.498472202185997, 103, 'High Risk'),
(14372, 69, 19, '22:45.8', 37.02181816393789, 99.50935108931195, 125, 89, 88, 'Male', 54.455150353513005, 1.9235305654023789, 0.07464082, 36, 14.717728188788827, 101, 'High Risk'),
(14373, 82, 17, '21:45.8', 37.23536730840804, 99.0600849, 132, 79, 81, 'Female', 57.872500447589516, 1.500211994970229, 0.11978488315418269, 53, 25.713842522720523, 96.66666666666666, 'Low Risk'),
(14374, 77, 14, '20:45.8', 36.94858583641542, 95.07433451757414, 123, 89, 62, 'Female', 72.74386671, 1.7587829864603197, 0.095868684, 34, 23.51645588052251, 100.33333333333333, 'Low Risk'),
(14375, 76, 14, '19:45.8', 36.76672899278175, 99.99070388285116, 138, 73, 65, 'Male', 50.28913761777783, 1.8521051853032295, 0.10884758994474246, 65, 14.660301194711481, 94.66666666666666, 'High Risk'),
(14376, 81, 12, '18:45.8', 36.73463308, 98.67748368866079, 139, 84, 49, 'Female', 89.78206163, 1.5975596091119297, 0.071029694, 55, 35.17834713276528, 102.33333333333333, 'High Risk'),
(14377, 93, 15, '17:45.8', 36.23446836901932, 96.14181578907636, 132, 83, 64, 'Male', 62.92234806166067, 1.7640059397125871, 0.1124714874646564, 49, 20.221102678909773, 99.33333333333333, 'High Risk'),
(14378, 81, 17, '16:45.8', 36.241229282341855, 97.88533875261588, 123, 89, 49, 'Female', 76.05236679246252, 1.6910120661800296, 0.096689758, 34, 26.59618352291816, 100.33333333333333, 'Low Risk'),
(14379, 70, 15, '15:45.8', 37.34736510503104, 95.77469425904454, 125, 76, 47, 'Female', 90.83634902566988, 1.6268959626409707, 0.11774009462153923, 49, 34.31943326963643, 92.33333333333333, 'High Risk'),
(14380, 75, 13, '14:45.8', 37.44145387773862, 95.00364398943343, 125, 89, 18, 'Female', 88.72848037953081, 1.6280910367952994, 0.10618652321344985, 36, 33.473850552876485, 101, 'High Risk'),
(14381, 84, 18, '13:45.8', 36.07155488586457, 96.56602875316835, 120, 71, 42, 'Male', 85.01210787472809, 1.7510187229197507, 0.12517969034312787, 49, 27.72676521819663, 87.33333333333333, 'Low Risk'),
(14382, 91, 15, '12:45.8', 37.21679044795078, 99.94364362646277, 122, 89, 26, 'Female', 80.24626428996395, 1.9503732320977567, 0.12092531765735892, 33, 21.09547788675991, 100, 'High Risk'),
(14383, 96, 17, '11:45.8', 36.811718742682395, 99.19065866567504, 130, 78, 56, 'Female', 79.40602797692517, 1.550649037397082, 0.052122276, 52, 33.023754316711184, 95.33333333333333, 'High Risk'),
(14384, 80, 19, '10:45.8', 37.10192088842854, 99.10289891, 131, 79, 33, 'Female', 93.40316043996516, 1.680664931361005, 0.077564707, 52, 33.06734260759585, 96.33333333333333, 'High Risk'),
(14385, 95, 15, '09:45.8', 36.80910740397852, 98.11825630220022, 123, 71, 81, 'Female', 75.67755137697417, 1.5840597443141196, 0.081107614, 52, 30.15948746601066, 88.33333333333333, 'High Risk'),
(14386, 66, 18, '08:45.8', 37.48351181870056, 96.95426955401663, 133, 73, 40, 'Female', 66.79469707, 1.7928753548990226, 0.1324609940204082, 60, 20.77982040742803, 93, 'Low Risk'),
(14387, 79, 13, '07:45.8', 36.760938495956566, 96.36750750871504, 120, 75, 84, 'Male', 95.05141136948778, 1.700718443215087, 0.077335258, 45, 32.86198000729647, 90, 'High Risk'),
(14388, 72, 15, '06:45.8', 36.45372403875277, 98.23311531261311, 125, 72, 75, 'Female', 55.35238131899084, 1.977121345681467, 0.057492133, 53, 14.160208874129312, 89.66666666666666, 'High Risk'),
(14389, 91, 18, '05:45.8', 37.12008017829779, 98.95161899093911, 110, 71, 48, 'Male', 65.07364473808363, 1.840940782, 0.1053489416376978, 39, 19.201072820377256, 84, 'High Risk'),
(14390, 62, 16, '04:45.8', 36.69846527, 97.90297564987624, 116, 78, 56, 'Male', 80.02911217446545, 1.9661727505540645, 0.13420974620714535, 38, 20.70163529329568, 90.66666666666667, 'Low Risk'),
(14391, 84, 19, '03:45.8', 37.307836792920426, 97.44416935550993, 110, 85, 82, 'Male', 96.90101156533404, 1.616963323051484, 0.14957361897282861, 25, 37.061924974980414, 93.33333333333333, 'High Risk'),
(14392, 61, 18, '02:45.8', 36.982175042872385, 95.49576851462382, 127, 80, 19, 'Male', 57.82921106136793, 1.883802871224074, 0.12274725600995393, 47, 16.29582523665363, 95.66666666666667, 'High Risk'),
(14393, 89, 15, '01:45.8', 37.45557833461623, 99.98978110212269, 126, 82, 25, 'Female', 84.80973773565717, 1.520807952243754, 0.1404966139669923, 44, 36.668823043134424, 96.66666666666667, 'High Risk'),
(14394, 90, 14, '00:45.8', 37.404453197991266, 99.07272085935355, 129, 73, 50, 'Female', 60.00278380022127, 1.5481478143732903, 0.14605752899616453, 56, 25.034939820286876, 91.66666666666666, 'Low Risk'),
(14395, 86, 13, '59:45.8', 36.83016550612999, 97.14224971275556, 123, 89, 23, 'Female', 63.79071742977901, 1.6238502143855154, 0.1251536133319841, 34, 24.19165345, 100.33333333333333, 'Low Risk'),
(14396, 65, 16, '58:45.8', 37.02716034161493, 98.97380526182698, 123, 77, 65, 'Male', 75.56626071668819, 1.5417708593689412, 0.10813118009147124, 46, 31.789834466554062, 92.33333333333333, 'High Risk'),
(14397, 94, 17, '57:45.8', 37.47037091293827, 95.54874731477052, 136, 79, 40, 'Male', 90.70597565346921, 1.646124445094011, 0.12005120600346038, 57, 33.47422804844074, 98, 'High Risk'),
(14398, 69, 19, '56:45.8', 37.404218124001964, 96.77687862070195, 123, 70, 88, 'Female', 56.65180516971783, 1.7571631180576293, 0.14303874361962166, 53, 18.348036472608605, 87.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(14399, 68, 16, '55:45.8', 36.97188558448849, 95.04030446645248, 129, 75, 78, 'Female', 58.234182913252795, 1.9349006999522056, 0.082118224, 54, 15.55466358992281, 93, 'High Risk'),
(14400, 73, 17, '54:45.8', 37.070022396444514, 99.08628912815324, 129, 87, 65, 'Male', 52.87282044377277, 1.7373711241388816, 0.12577709887259098, 42, 17.516497839109007, 101, 'High Risk'),
(14401, 91, 12, '53:45.8', 36.744544187872805, 99.33558365324873, 115, 83, 48, 'Female', 82.56972730990685, 1.9274382539997026, 0.1443588016515871, 32, 22.22592793734454, 93.66666666666667, 'High Risk'),
(14402, 83, 14, '52:45.8', 36.96763576412802, 98.50795197514131, 114, 81, 44, 'Female', 88.28810390961785, 1.8957306019711597, 0.10314994608500652, 33, 24.56682026058402, 92, 'Low Risk'),
(14403, 73, 15, '51:45.8', 37.13206966327977, 97.69082809804104, 123, 73, 20, 'Male', 89.31650383841037, 1.5825920010658063, 0.1221452073782487, 50, 35.66102174602726, 89.66666666666666, 'High Risk'),
(14404, 62, 17, '50:45.8', 36.383562674720906, 96.25701605571645, 111, 85, 70, 'Female', 63.58538120666739, 1.746133747436728, 0.11599236016157417, 26, 20.85461935119894, 93.66666666666667, 'Low Risk'),
(14405, 82, 15, '49:45.8', 36.01593118, 96.38324260315358, 117, 89, 31, 'Female', 56.46682950001173, 1.876336828, 0.08730686, 28, 16.038797279035307, 98.33333333333333, 'High Risk'),
(14406, 77, 15, '48:45.8', 37.08443116972308, 96.22494316, 125, 78, 53, 'Male', 79.84833724952091, 1.6631180805426429, 0.089493513, 47, 28.868200095135347, 93.66666666666667, 'Low Risk'),
(14407, 65, 18, '47:45.8', 37.498481592153006, 99.76798960225905, 132, 82, 44, 'Male', 76.79248472919232, 1.7772543091495079, 0.06598025, 50, 24.311937367032847, 98.66666666666666, 'Low Risk'),
(14408, 75, 15, '46:45.8', 36.30551572098493, 95.62245288898781, 137, 82, 52, 'Male', 69.87154170275096, 1.5793946733153743, 0.050603969803255704, 55, 28.01037918517598, 100.33333333333333, 'Low Risk'),
(14409, 84, 13, '45:45.8', 37.47766117, 95.49405995561635, 129, 84, 53, 'Female', 85.30061127041206, 1.8374958420083183, 0.14125640657588234, 45, 25.263842974211148, 99, 'Low Risk'),
(14410, 79, 12, '44:45.8', 36.112541762405236, 95.23762058621567, 110, 81, 69, 'Male', 88.07217818092087, 1.5789965615212749, 0.051408190257267665, 29, 35.324528097971715, 90.66666666666667, 'High Risk'),
(14411, 64, 19, '43:45.8', 36.97994083343895, 99.89253899955706, 121, 85, 56, 'Male', 82.02035841999664, 1.5411882831171633, 0.10996243421194754, 36, 34.531088259907136, 97, 'High Risk'),
(14412, 99, 19, '42:45.8', 36.941989797250336, 95.94400234058683, 132, 82, 34, 'Male', 65.18890231072938, 1.640561045475919, 0.07994684, 50, 24.22082198979878, 98.66666666666666, 'High Risk'),
(14413, 60, 12, '41:45.8', 36.87903052567889, 97.84270783650977, 119, 81, 19, 'Female', 82.42151206762838, 1.7852537343384836, 0.12003623609982332, 38, 25.86072387922944, 93.66666666666667, 'Low Risk'),
(14414, 60, 14, '40:45.8', 36.65033837087903, 95.71445229149298, 113, 70, 24, 'Male', 98.44913407659809, 1.7284409265605913, 0.11477501013063812, 43, 32.95359639879757, 84.33333333333333, 'High Risk'),
(14415, 99, 19, '39:45.8', 36.71566059904175, 95.39858331695875, 129, 84, 81, 'Female', 74.67385303852986, 1.7280853732552246, 0.062253277, 45, 25.005651383122622, 99, 'High Risk'),
(14416, 70, 12, '38:45.8', 37.100929966433064, 96.37773415844873, 120, 81, 21, 'Male', 51.26096768251997, 1.9552039652411217, 0.083261698, 39, 13.409193618011864, 94, 'High Risk'),
(14417, 89, 16, '37:45.8', 36.89778285869813, 96.48231635140628, 112, 86, 72, 'Female', 57.398148463809655, 1.7879415803941234, 0.073567672, 26, 17.95524081909109, 94.66666666666667, 'High Risk'),
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(14595, 72, 13, '39:45.8', 36.691398391178915, 96.94099909651287, 128, 70, 76, 'Female', 97.14599309154178, 1.9933313123046736, 0.13506557641098746, 58, 24.449271002277452, 89.33333333333333, 'Low Risk'),
(14596, 92, 17, '38:45.8', 37.29637297156779, 96.37339288302353, 122, 82, 77, 'Female', 94.85797743610456, 1.737100825890357, 0.14418063179163493, 40, 31.435748592077896, 95.33333333333333, 'High Risk'),
(14597, 78, 14, '37:45.8', 37.409580935264835, 95.49892946828112, 113, 80, 86, 'Female', 61.97335003963634, 1.6975943514534244, 0.055981841746516464, 33, 21.504885278268492, 91, 'Low Risk'),
(14598, 95, 19, '36:45.8', 36.108468458526694, 95.62422720701512, 130, 82, 86, 'Male', 76.75346358490631, 1.6064724670257506, 0.089407352, 48, 29.74071527561537, 98, 'High Risk'),
(14599, 66, 13, '35:45.8', 36.55533705530909, 99.70000033363699, 139, 87, 67, 'Male', 67.47838479230869, 1.557966517850589, 0.08669895, 52, 27.80023316237916, 104.33333333333333, 'Low Risk'),
(14600, 88, 19, '34:45.8', 36.35986788504759, 96.78475048861591, 126, 87, 37, 'Female', 61.17972907, 1.5891746577541097, 0.12797081100553073, 39, 24.225028002091616, 100, 'Low Risk'),
(14601, 83, 18, '33:45.8', 37.08369532, 97.57209988138295, 133, 77, 20, 'Female', 84.30028169085853, 1.7487905031791637, 0.11069283527659948, 56, 27.564711632890774, 95.66666666666666, 'Low Risk'),
(14602, 84, 16, '32:45.8', 37.491575493036905, 96.60878197, 120, 84, 56, 'Male', 50.93681804223229, 1.996052014113697, 0.14005508773169506, 36, 12.784628225154824, 96, 'High Risk'),
(14603, 87, 12, '31:45.8', 37.415476299557035, 98.40453640722441, 130, 77, 27, 'Female', 99.29080766686869, 1.5279770321375516, 0.14933255728282085, 53, 42.52804228514972, 94.66666666666666, 'High Risk'),
(14604, 78, 17, '30:45.8', 37.16360446392725, 99.51585014756546, 112, 74, 85, 'Male', 74.20929769173458, 1.787877614620993, 0.148846627, 38, 23.21575158037221, 86.66666666666667, 'Low Risk'),
(14605, 76, 13, '29:45.8', 36.09179215286983, 98.70229865884556, 137, 76, 50, 'Female', 88.20177081277106, 1.655089382974555, 0.074280328, 61, 32.19840797741745, 96.33333333333333, 'High Risk'),
(14606, 96, 13, '28:45.8', 36.83699349, 97.40363297397877, 127, 79, 86, 'Male', 81.01391986641698, 1.676755763168304, 0.14840318549560497, 48, 28.815093332666656, 95, 'High Risk'),
(14607, 61, 18, '27:45.8', 37.276163996140056, 95.28701435, 133, 88, 45, 'Male', 89.74151065871418, 1.8014569667448548, 0.10812237312995032, 45, 27.653212542584168, 103, 'Low Risk'),
(14608, 74, 19, '26:45.8', 36.84996930138907, 97.61767807566318, 129, 88, 49, 'Female', 64.08952836787846, 1.6733939906917545, 0.1336688809569878, 41, 22.88709464292047, 101.66666666666667, 'Low Risk'),
(14609, 87, 13, '25:45.8', 37.08834440281968, 95.75317627753958, 123, 83, 51, 'Female', 94.02816469286768, 1.938688243, 0.066389101, 40, 25.01739041, 96.33333333333333, 'Low Risk'),
(14610, 73, 13, '24:45.8', 36.77484244, 98.22674746030009, 136, 75, 78, 'Male', 64.94952082800395, 1.5402037515477605, 0.1330181347338893, 61, 27.379127082833513, 95.33333333333333, 'Low Risk'),
(14611, 73, 12, '23:45.8', 36.104337278905476, 95.86503604167348, 119, 73, 72, 'Male', 63.505207677478694, 1.8427015867828707, 0.075200464, 46, 18.70248525, 88.33333333333333, 'Low Risk'),
(14612, 86, 16, '22:45.8', 36.89887912, 95.03937521, 112, 84, 52, 'Female', 87.61631706, 1.6160777017085386, 0.050779038, 28, 33.54752750976478, 93.33333333333333, 'High Risk'),
(14613, 80, 14, '21:45.8', 36.70595756899616, 97.03713591940202, 123, 76, 59, 'Male', 66.40991611, 1.601457585101437, 0.11251565914155173, 47, 25.89417329100873, 91.66666666666667, 'Low Risk'),
(14614, 74, 18, '20:45.8', 36.988887741631714, 97.57691319, 134, 84, 65, 'Male', 62.78027244212364, 1.940458518451399, 0.066107127, 50, 16.673027622615106, 100.66666666666666, 'High Risk'),
(14615, 79, 12, '19:45.8', 37.252088993296354, 98.20363036513614, 138, 72, 57, 'Male', 90.30783863608882, 1.9987922144939363, 0.068981901, 66, 22.604252504107308, 94, 'Low Risk'),
(14616, 99, 17, '18:45.8', 37.272444955929195, 98.45235972, 132, 72, 25, 'Male', 51.777949861055475, 1.7851231783357282, 0.10312290617616598, 60, 16.24832034, 92, 'High Risk'),
(14617, 86, 19, '17:45.8', 37.30716331459413, 97.43131014422632, 135, 74, 65, 'Male', 85.22886027503216, 1.8649581821655317, 0.14544893214335605, 61, 24.504648917227478, 94.33333333333333, 'Low Risk'),
(14618, 77, 18, '16:45.8', 37.20729825560723, 98.84603302600974, 128, 78, 21, 'Female', 55.59272302253716, 1.739142379078774, 0.10784403895527765, 50, 18.380091580613385, 94.66666666666666, 'High Risk'),
(14619, 81, 12, '15:45.8', 36.35717089, 95.98155683867161, 133, 75, 43, 'Female', 83.56409574161114, 1.5724140013130812, 0.13178492104560946, 58, 33.79760402588837, 94.33333333333333, 'High Risk'),
(14620, 92, 19, '14:45.8', 36.98186889139755, 97.77621136478193, 110, 75, 85, 'Male', 98.24881102490795, 1.741428313, 0.11979551384491326, 35, 32.397843326970865, 86.66666666666667, 'High Risk'),
(14621, 84, 13, '13:45.8', 36.32063548232879, 97.22158363424735, 127, 85, 51, 'Male', 71.10830341281266, 1.5908580229147187, 0.12047172579548769, 42, 28.096839578917837, 99, 'Low Risk'),
(14622, 98, 17, '12:45.8', 37.258476636457715, 96.34275688405017, 119, 82, 53, 'Male', 90.26221976131205, 1.6794777391355278, 0.064450453, 37, 32.00055466781208, 94.33333333333333, 'High Risk'),
(14623, 67, 17, '11:45.8', 36.742035522161146, 95.41582736794987, 134, 70, 64, 'Female', 68.28394597079293, 1.9213115605659041, 0.11573245554442041, 64, 18.49792516761473, 91.33333333333333, 'High Risk'),
(14624, 87, 14, '10:45.8', 37.22866274, 98.74962920482194, 120, 79, 83, 'Male', 90.32762661, 1.7887150228770312, 0.074398963, 41, 28.23178189, 92.66666666666667, 'Low Risk'),
(14625, 68, 18, '09:45.8', 36.37276735437538, 98.11986202994407, 119, 74, 89, 'Male', 58.081511305514766, 1.5874176445985928, 0.14398689018768496, 45, 23.04918118159941, 89, 'Low Risk'),
(14626, 82, 14, '08:45.8', 36.53530564964765, 98.46071138804308, 112, 84, 61, 'Female', 73.81921178216888, 1.940424519, 0.14449200343469099, 28, 19.605408526649683, 93.33333333333333, 'Low Risk'),
(14627, 73, 18, '07:45.8', 36.32451626586229, 95.69350774462411, 138, 72, 51, 'Female', 91.38274737344298, 1.9352698121977112, 0.050189434, 66, 24.399513458464753, 94, 'Low Risk'),
(14628, 90, 19, '06:45.8', 37.05582450245535, 96.59564036666505, 110, 86, 34, 'Male', 70.07687750192356, 1.7357537492720683, 0.14362430538944737, 24, 23.25940057410407, 94, 'Low Risk'),
(14629, 62, 19, '05:45.8', 36.44429385662183, 96.62674321843218, 121, 89, 53, 'Male', 93.92380883845364, 1.596696089485842, 0.059988175429015494, 32, 36.84097986370769, 99.66666666666667, 'High Risk'),
(14630, 85, 15, '04:45.8', 37.450349115817865, 96.55018618406561, 115, 83, 70, 'Female', 80.83782473724875, 1.6293003425989654, 0.10181689232453617, 32, 30.451754572507287, 93.66666666666667, 'High Risk'),
(14631, 99, 14, '03:45.8', 37.25102550011687, 97.3271319, 126, 87, 52, 'Female', 81.60487864630335, 1.9607395725261463, 0.082506009, 39, 21.226397613228436, 100, 'High Risk'),
(14632, 73, 19, '02:45.8', 37.39902913725858, 96.29298519141526, 117, 76, 73, 'Female', 74.56157781451613, 1.9347971826737589, 0.072933723, 41, 19.91792978228642, 89.66666666666667, 'Low Risk'),
(14633, 90, 18, '01:45.8', 37.03232941155771, 96.66020234226028, 124, 74, 49, 'Female', 53.46288483063035, 1.773232174529008, 0.057542839, 50, 17.002828871675987, 90.66666666666666, 'High Risk'),
(14634, 99, 16, '00:45.8', 36.483979125894564, 99.32899946589893, 128, 71, 49, 'Male', 75.55570825763961, 1.9433941481600545, 0.068652811, 57, 20.00531986275306, 90, 'High Risk'),
(14635, 90, 15, '59:45.8', 36.88603080008329, 97.22464409346243, 124, 88, 37, 'Female', 89.62216699095916, 1.657287905233181, 0.14640657405344043, 36, 32.63018369883382, 100, 'High Risk'),
(14636, 60, 14, '58:45.8', 36.187884379688505, 98.85980121474553, 132, 74, 31, 'Male', 66.92564075831253, 1.9461840528873626, 0.13428520181129616, 58, 17.669518649382884, 93.33333333333333, 'High Risk'),
(14637, 95, 14, '57:45.8', 36.58913776, 95.99060217392758, 122, 78, 77, 'Female', 96.90781525882952, 1.7126345507107572, 0.12903004642648425, 44, 33.03919066754942, 92.66666666666667, 'High Risk'),
(14638, 63, 17, '56:45.8', 36.870458270177394, 97.73596598605423, 133, 71, 28, 'Female', 75.26764120593337, 1.7876808874214412, 0.083144168, 62, 23.55202816313822, 91.66666666666666, 'Low Risk'),
(14639, 73, 14, '55:45.8', 36.39808872636246, 98.42663949234665, 112, 82, 40, 'Male', 78.65034651992634, 1.6807548235347254, 0.1454005671012184, 30, 27.841453714952763, 92, 'Low Risk'),
(14640, 69, 14, '54:45.8', 36.01176750637128, 96.48248180013182, 139, 71, 41, 'Male', 57.43816061272102, 1.8730074052583694, 0.058263136129992225, 68, 16.372746392802586, 93.66666666666666, 'High Risk'),
(14641, 83, 12, '53:45.8', 36.293414235995904, 96.48781552, 128, 89, 51, 'Male', 68.10710328589107, 1.5791910392894195, 0.14989576356878193, 39, 27.310085971480465, 102, 'Low Risk'),
(14642, 68, 17, '52:45.8', 36.65828942251451, 99.95793071299835, 116, 79, 55, 'Female', 66.61568257049149, 1.9201201043413056, 0.14568639839046355, 37, 18.068399834997027, 91.33333333333333, 'High Risk'),
(14643, 76, 19, '51:45.8', 36.90834794003181, 97.14123053671175, 124, 88, 88, 'Male', 52.97110992, 1.8842869807738913, 0.061126938521272815, 36, 14.919180836295919, 100, 'High Risk'),
(14644, 97, 18, '50:45.8', 37.31433598926845, 98.48561159587581, 131, 73, 36, 'Male', 83.75570913595544, 1.644185642453583, 0.1185524747073144, 58, 30.98223309601276, 92.33333333333333, 'High Risk'),
(14645, 98, 15, '49:45.8', 37.3511956, 96.42083487, 139, 78, 18, 'Female', 70.47293899435593, 1.957021501945005, 0.088360401, 61, 18.40056629379269, 98.33333333333333, 'High Risk'),
(14646, 94, 15, '48:45.8', 36.442538062542035, 99.39197767346735, 133, 89, 82, 'Male', 97.60816447062675, 1.6079608357495385, 0.094804079, 44, 37.751586946047254, 103.66666666666667, 'High Risk'),
(14647, 67, 15, '47:45.8', 37.310930400280675, 99.61396765740233, 126, 72, 72, 'Male', 57.25694338, 1.8893605460010283, 0.1427753340219003, 54, 16.039782525152752, 90, 'High Risk'),
(14648, 91, 19, '46:45.8', 37.30228478619924, 96.09900591080778, 115, 74, 76, 'Female', 59.264016312217485, 1.938502179098426, 0.051773479, 41, 15.77097317791927, 87.66666666666667, 'High Risk'),
(14649, 66, 12, '45:45.8', 36.118747946568924, 95.91262703388247, 120, 89, 29, 'Male', 68.96525105782928, 1.5216393743994345, 0.077761461, 31, 29.785633829017755, 99.33333333333333, 'Low Risk'),
(14650, 69, 17, '44:45.8', 36.86702712, 97.03966978459081, 138, 74, 75, 'Male', 51.92354214968681, 1.7088743670748578, 0.050853276, 64, 17.780502921804636, 95.33333333333333, 'High Risk'),
(14651, 87, 18, '43:45.8', 36.75127858998441, 96.96061947388735, 118, 87, 32, 'Female', 86.08001343152438, 1.5864896492577099, 0.096191736, 31, 34.20013656, 97.33333333333333, 'High Risk'),
(14652, 70, 19, '42:45.8', 37.286221177503336, 98.06430464933919, 137, 78, 51, 'Female', 51.533800697489966, 1.6004503240367172, 0.13605306269541728, 59, 20.119064180968653, 97.66666666666666, 'Low Risk'),
(14653, 67, 17, '41:45.8', 37.29785612186711, 96.22982034170461, 128, 79, 76, 'Female', 51.94267925135668, 1.597490945762256, 0.07909019, 49, 20.353895313957814, 95.33333333333333, 'Low Risk'),
(14654, 84, 16, '40:45.8', 36.30642062237616, 97.66105636279278, 127, 76, 57, 'Female', 97.27917338337201, 1.6167258384206105, 0.10597057871118182, 51, 37.21749281, 93, 'High Risk'),
(14655, 75, 17, '39:45.8', 36.891774395746346, 96.56519464854101, 112, 71, 22, 'Female', 74.30063337986864, 1.6066255945593473, 0.066243013, 41, 28.784795833237496, 84.66666666666667, 'Low Risk'),
(14656, 91, 16, '38:45.8', 36.37514619186415, 95.12526479492917, 123, 78, 71, 'Male', 88.66333663584723, 1.5751707274748694, 0.10719879236912491, 45, 35.73459020760992, 93, 'High Risk'),
(14657, 95, 19, '37:45.8', 37.31347535579719, 96.10040059687742, 122, 74, 22, 'Male', 93.56178493, 1.6312299310280618, 0.13040786792692266, 48, 35.161560021045645, 90, 'High Risk'),
(14658, 95, 13, '36:45.8', 36.925098554884165, 96.91951150271605, 115, 76, 42, 'Female', 93.53450428885458, 1.5015267886806798, 0.11261497315665661, 39, 41.486393206200994, 89, 'High Risk'),
(14659, 98, 13, '35:45.8', 36.82128026663381, 95.20107813609083, 124, 85, 38, 'Female', 71.00604906930621, 1.9106703846767032, 0.061045204566398864, 39, 19.45018802540641, 98, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(14660, 85, 15, '34:45.8', 36.698710752138176, 99.65034536, 125, 72, 20, 'Male', 74.33493290430505, 1.9841868106182177, 0.12519593139440058, 53, 18.881123671342838, 89.66666666666666, 'Low Risk'),
(14661, 69, 19, '33:45.8', 37.41039920807528, 96.02418032034085, 116, 75, 31, 'Female', 68.9094919, 1.8864823461886562, 0.093811019, 41, 19.363040636207064, 88.66666666666667, 'Low Risk'),
(14662, 99, 19, '32:45.8', 37.438494143704276, 96.09509979792709, 136, 71, 51, 'Male', 83.61973830042794, 1.9146833967925785, 0.11878466036157066, 65, 22.809452524616777, 92.66666666666666, 'High Risk'),
(14663, 90, 15, '31:45.8', 36.58261724130711, 95.82901758759985, 129, 79, 37, 'Male', 66.03980027, 1.7289812071588564, 0.088616741, 50, 22.091500013092617, 95.66666666666666, 'Low Risk'),
(14664, 89, 18, '30:45.8', 36.62674106523048, 97.88754109319694, 126, 72, 61, 'Male', 72.17213354897115, 1.5863165536473274, 0.070847193, 54, 28.6807056, 90, 'Low Risk'),
(14665, 79, 13, '29:45.8', 36.00376319669918, 96.31540716795196, 139, 86, 51, 'Female', 83.75106957457896, 1.8767749318364806, 0.093379726, 53, 23.77748816742663, 103.66666666666666, 'Low Risk'),
(14666, 93, 16, '28:45.8', 36.832600935165694, 98.15015834088452, 131, 77, 89, 'Male', 95.65408538370421, 1.6145972808772728, 0.091863002, 54, 36.69231303330791, 95, 'High Risk'),
(14667, 74, 13, '27:45.8', 36.64248574793164, 95.62869270888947, 112, 74, 62, 'Male', 97.66233541997596, 1.8278917060123991, 0.061775953, 38, 29.229822692163392, 86.66666666666667, 'Low Risk'),
(14668, 67, 14, '26:45.8', 37.443385004368196, 99.51411832327685, 125, 75, 66, 'Female', 68.16483275364337, 1.7012785887592963, 0.13614323974723203, 50, 23.55100805140128, 91.66666666666666, 'Low Risk'),
(14669, 97, 15, '25:45.8', 37.248314148844784, 98.11431917031227, 115, 81, 55, 'Female', 84.91259667243756, 1.7147270888178698, 0.061806468, 34, 28.878996923932768, 92.33333333333333, 'High Risk'),
(14670, 76, 15, '24:45.8', 36.69831390738445, 97.03418602412444, 114, 74, 20, 'Female', 53.380457554482774, 1.797268956730434, 0.083423741, 40, 16.525558503757743, 87.33333333333333, 'High Risk'),
(14671, 71, 13, '23:45.8', 37.39830849969024, 97.78357383597371, 123, 79, 23, 'Male', 80.47027654209296, 1.8594799615715054, 0.058174402, 44, 23.27300638185232, 93.66666666666667, 'Low Risk'),
(14672, 86, 16, '22:45.8', 36.539931089790585, 99.51247115487688, 110, 80, 36, 'Female', 64.21486326294792, 1.5769602923667856, 0.10787973515867805, 30, 25.822247899193258, 90, 'Low Risk'),
(14673, 88, 13, '21:45.8', 37.35441345526963, 95.20223217396938, 113, 89, 40, 'Male', 59.646799026972246, 1.6799622859194026, 0.088242083, 24, 21.13431020483821, 97, 'Low Risk'),
(14674, 66, 17, '20:45.8', 36.914091146209074, 96.28702798813627, 134, 77, 83, 'Male', 72.72658919982808, 1.526842878155406, 0.10143340181732513, 57, 31.19640319577652, 96, 'High Risk'),
(14675, 83, 13, '19:45.8', 37.103931656145036, 98.48746154865611, 120, 88, 60, 'Female', 96.37679411718503, 1.9339837866209824, 0.13934108535121864, 32, 25.767175652883786, 98.66666666666667, 'Low Risk'),
(14676, 77, 12, '18:45.8', 36.49731641412477, 96.51394310165901, 133, 81, 21, 'Female', 72.73399220741906, 1.5540927429157958, 0.098398975, 52, 30.115048074919763, 98.33333333333333, 'High Risk'),
(14677, 88, 18, '17:45.8', 36.84957081917622, 95.41917565931418, 139, 81, 33, 'Male', 67.74328906070424, 1.7094272403973358, 0.14999766174637902, 58, 23.182754595424825, 100.33333333333333, 'Low Risk'),
(14678, 95, 17, '16:45.8', 36.59921415686426, 99.89378346, 125, 78, 57, 'Male', 82.62732269, 1.6423000224372009, 0.066059967, 47, 30.63505632969597, 93.66666666666667, 'High Risk'),
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(14856, 62, 13, '18:45.8', 36.27150625294237, 99.47663501642137, 132, 81, 40, 'Female', 54.268362151212266, 1.8440662798808496, 0.069949344, 51, 15.958558556522515, 98, 'High Risk'),
(14857, 61, 14, '17:45.8', 36.17087417502663, 98.27604549257133, 118, 79, 68, 'Male', 50.87247751, 1.607616169781042, 0.14778184584704357, 39, 19.68421758215455, 92, 'Low Risk'),
(14858, 61, 17, '16:45.8', 36.13823052172796, 95.76301500370742, 131, 75, 82, 'Female', 85.13479700939456, 1.7017266742996466, 0.13953911417092868, 56, 29.398657052303548, 93.66666666666666, 'Low Risk'),
(14859, 96, 12, '15:45.8', 36.16552320742971, 95.56318651680326, 132, 73, 32, 'Female', 73.20789662, 1.7057188062589423, 0.13019875609942144, 59, 25.161878070135092, 92.66666666666666, 'High Risk'),
(14860, 96, 12, '14:45.8', 36.69321279536693, 98.69649300431985, 123, 85, 79, 'Female', 69.82484719876916, 1.5334276835887142, 0.14582439309988718, 38, 29.69500447, 97.66666666666667, 'High Risk'),
(14861, 94, 14, '13:45.8', 37.25788927, 96.35357487761073, 126, 74, 52, 'Female', 56.60369505073313, 1.9289172534243522, 0.11145741094973233, 52, 15.213095345810283, 91.33333333333333, 'High Risk'),
(14862, 65, 19, '12:45.8', 36.07233110831592, 97.01657667265044, 116, 83, 78, 'Male', 71.44457504008827, 1.9701137997001572, 0.12522684039462254, 33, 18.40715338, 94, 'High Risk'),
(14863, 97, 12, '11:45.8', 37.39796305968613, 97.57504917283788, 130, 84, 32, 'Female', 72.72369065812683, 1.5413055887986422, 0.078622147, 46, 30.612472251048988, 99.33333333333333, 'High Risk'),
(14864, 95, 12, '10:45.8', 37.38245292, 96.39726472052641, 121, 71, 61, 'Female', 79.70464548192186, 1.511553352653354, 0.11641496865680635, 50, 34.88483495737047, 87.66666666666666, 'High Risk'),
(14865, 74, 15, '09:45.8', 37.019041907697215, 95.87602149460842, 125, 71, 43, 'Male', 65.54996380119503, 1.8826442189583918, 0.058647840650268596, 54, 18.494216873645307, 89, 'High Risk'),
(14866, 70, 17, '08:45.8', 36.827453897516556, 99.61632725994193, 133, 87, 46, 'Male', 63.07181014696055, 1.830959381575649, 0.10407523340410717, 46, 18.813858592612533, 102.33333333333333, 'Low Risk'),
(14867, 68, 12, '07:45.8', 36.828639652115406, 98.02268512994128, 117, 82, 67, 'Female', 74.82688252, 1.6319643176950505, 0.10037080723667308, 35, 28.09547209870287, 93.66666666666667, 'Low Risk'),
(14868, 79, 13, '06:45.8', 37.06586209453454, 96.99572713331573, 126, 76, 81, 'Male', 69.97532421483504, 1.683252755530379, 0.090868328, 50, 24.697116544804242, 92.66666666666666, 'Low Risk'),
(14869, 82, 14, '05:45.8', 37.11348762849495, 99.52742356134432, 116, 84, 30, 'Male', 61.45658828409112, 1.8903990419100571, 0.14309740837053608, 32, 17.19734762118857, 94.66666666666667, 'High Risk'),
(14870, 70, 17, '04:45.8', 37.34890063725543, 95.16505247578074, 122, 80, 49, 'Male', 57.533000631309754, 1.6656480489892578, 0.055694896, 42, 20.73722044049293, 94, 'Low Risk'),
(14871, 76, 18, '03:45.8', 36.997587032115085, 98.91630015563278, 116, 74, 76, 'Male', 93.87766905279668, 1.9536672902085281, 0.12751198, 42, 24.595807600853966, 88, 'Low Risk'),
(14872, 89, 19, '02:45.8', 36.718019602960915, 99.28697233, 112, 70, 66, 'Male', 56.18848800125505, 1.7972794314473024, 0.097962565, 42, 17.394667729745642, 84, 'High Risk'),
(14873, 67, 13, '01:45.8', 36.363885377543085, 99.20563043281552, 133, 86, 55, 'Female', 84.90397288, 1.6473156043561517, 0.11284306718439839, 47, 31.287753964553925, 101.66666666666667, 'High Risk'),
(14874, 89, 16, '00:45.8', 36.842742640374674, 98.37321710520932, 138, 70, 24, 'Female', 87.94915833409432, 1.8190077337817776, 0.10772370347024773, 68, 26.580466367272628, 92.66666666666666, 'Low Risk'),
(14875, 68, 15, '59:45.8', 37.14972802188181, 96.36962264575195, 133, 79, 46, 'Female', 64.09681423, 1.8862463913840493, 0.098960874, 54, 18.015221270457513, 97, 'High Risk'),
(14876, 86, 17, '58:45.8', 36.86680033633307, 95.50996896, 122, 78, 40, 'Male', 59.89480665393594, 1.5421714228302772, 0.0658085, 44, 25.18395095757398, 92.66666666666667, 'Low Risk'),
(14877, 90, 14, '57:45.8', 37.20515158127031, 95.85354511007868, 137, 81, 38, 'Male', 78.37707661552078, 1.8443526743606138, 0.057726701, 56, 23.040989239459652, 99.66666666666666, 'Low Risk'),
(14878, 60, 15, '56:45.8', 37.28594691519536, 99.44352496939338, 135, 80, 52, 'Male', 78.70012923148963, 1.8758957188475562, 0.068260462, 55, 22.364441697688225, 98.33333333333333, 'Low Risk'),
(14879, 72, 18, '55:45.8', 37.11623410796081, 96.99081032775315, 124, 85, 56, 'Male', 86.17707134915608, 1.7709245151845425, 0.061659000905868636, 39, 27.478412002365758, 98, 'Low Risk'),
(14880, 65, 12, '54:45.8', 36.90751228527459, 97.92803973583868, 123, 86, 68, 'Male', 94.61614227515328, 1.993617382342887, 0.068262453, 37, 23.805736031546967, 98.33333333333333, 'Low Risk'),
(14881, 82, 17, '53:45.8', 37.39844973951134, 96.96538631408204, 110, 84, 20, 'Female', 91.85636432404905, 1.7691040640838456, 0.077295341, 26, 29.349620609514204, 92.66666666666667, 'Low Risk'),
(14882, 94, 12, '52:45.8', 36.106654130816175, 95.76068910378987, 120, 85, 36, 'Female', 70.07433603764483, 1.8298844372196075, 0.12194650615426657, 35, 20.927225994502884, 96.66666666666667, 'High Risk'),
(14883, 99, 13, '51:45.8', 37.07679745531632, 98.56318412875405, 110, 88, 75, 'Male', 77.18961353968741, 1.9259997119651748, 0.13842360046369906, 22, 20.80877100356715, 95.33333333333333, 'High Risk'),
(14884, 85, 15, '50:45.8', 37.45720626416926, 96.56594138891582, 113, 74, 28, 'Male', 73.41899625509139, 1.7273111208389311, 0.050635183, 39, 24.607489276794233, 87, 'Low Risk'),
(14885, 72, 14, '49:45.8', 36.47543841622368, 96.91667066, 128, 76, 74, 'Male', 87.77813279117571, 1.9886777749311815, 0.058947702, 52, 22.195120028650194, 93.33333333333333, 'Low Risk'),
(14886, 78, 13, '48:45.8', 37.034586210570176, 97.02551752519982, 126, 89, 33, 'Male', 99.62590063810597, 1.9721104368320597, 0.099283864, 37, 25.615910522747843, 101.33333333333333, 'Low Risk'),
(14887, 79, 19, '47:45.8', 37.40016839336548, 98.72131788677534, 125, 80, 69, 'Female', 84.32102309321081, 1.598622019695791, 0.13517321840964622, 45, 32.994707744377656, 95, 'High Risk'),
(14888, 86, 18, '46:45.8', 36.898946952725545, 99.84248748876405, 135, 75, 28, 'Male', 99.52818822140789, 1.9583464056749567, 0.13302326679197451, 60, 25.95177504025274, 95, 'Low Risk'),
(14889, 82, 16, '45:45.8', 36.063624313235756, 97.78582394402396, 112, 74, 57, 'Male', 59.98369223267353, 1.5092724506236008, 0.1227652752297664, 38, 26.332852424912854, 86.66666666666667, 'Low Risk'),
(14890, 71, 12, '44:45.8', 36.00786442, 97.99194601297617, 124, 81, 50, 'Female', 94.16089603684956, 1.8009055084686827, 0.1094041768204854, 43, 29.032787119432683, 95.33333333333333, 'Low Risk'),
(14891, 84, 18, '43:45.8', 36.73558934644275, 97.23093941610065, 120, 74, 41, 'Male', 73.41489446127281, 1.8900824304220882, 0.070931455, 46, 20.55051399701143, 89.33333333333333, 'Low Risk'),
(14892, 67, 14, '42:45.8', 37.14488253, 95.64617993889297, 135, 88, 26, 'Male', 80.31573898195887, 1.8176552026617145, 0.1268696589154658, 47, 24.309590991393048, 103.66666666666667, 'Low Risk'),
(14893, 82, 16, '41:45.8', 37.34746402052529, 95.26833563337986, 132, 77, 20, 'Male', 90.86522456193183, 1.7984978835011127, 0.1479743800483717, 55, 28.091688375328307, 95.33333333333333, 'Low Risk'),
(14894, 72, 12, '40:45.8', 36.19526913442348, 98.43118093995584, 118, 76, 61, 'Male', 53.66028223922841, 1.9562051297867855, 0.068386424, 42, 14.022458577127844, 90, 'High Risk'),
(14895, 96, 19, '39:45.8', 36.707377407682216, 96.16233059085616, 138, 86, 37, 'Male', 77.57202640800672, 1.5816625846035555, 0.051613573299185936, 52, 31.00826409627674, 103.33333333333333, 'High Risk'),
(14896, 93, 12, '38:45.8', 36.016231699454245, 98.93409322, 115, 81, 20, 'Female', 69.80522752542669, 1.7439759324053206, 0.095444421, 34, 22.95128324017351, 92.33333333333333, 'High Risk'),
(14897, 62, 19, '37:45.8', 36.460114392524254, 98.59532961144218, 138, 81, 61, 'Female', 67.80711932939825, 1.9933982685782754, 0.050832318, 57, 17.064247483984932, 100, 'High Risk'),
(14898, 68, 16, '36:45.8', 36.61625320282785, 99.42825129884936, 136, 80, 33, 'Female', 83.89771246855665, 1.8960440455468968, 0.13390122448526975, 56, 23.337443303591108, 98.66666666666666, 'Low Risk'),
(14899, 94, 17, '35:45.8', 36.41890098855724, 99.43398063351992, 121, 78, 65, 'Female', 83.98151812015657, 1.5038282923470558, 0.12124409389134605, 43, 37.13532410675362, 92.33333333333333, 'High Risk'),
(14900, 91, 13, '34:45.8', 37.46764169385418, 99.71757538844811, 121, 78, 84, 'Male', 95.42928095201685, 1.8961933346577236, 0.096347062, 43, 26.540947332870996, 92.33333333333333, 'High Risk'),
(14901, 93, 16, '33:45.8', 37.309226308909885, 96.84992616478439, 115, 72, 20, 'Female', 72.11239150922131, 1.5473982737583234, 0.075793865, 43, 30.116582088105712, 86.33333333333333, 'High Risk'),
(14902, 71, 19, '32:45.8', 37.13323956663781, 99.65370337617408, 137, 70, 82, 'Female', 71.30846026, 1.9807380168255415, 0.13812073427083987, 67, 18.17552584910302, 92.33333333333333, 'High Risk'),
(14903, 64, 17, '31:45.8', 36.59276658196479, 98.62593670469967, 118, 89, 75, 'Female', 69.70922239386266, 1.6941348994912957, 0.1409031422912319, 29, 24.288140137988275, 98.66666666666667, 'Low Risk'),
(14904, 81, 18, '30:45.8', 37.05446664218011, 96.49330432159783, 113, 88, 89, 'Male', 73.61485973643177, 1.829707469022534, 0.11423416427762387, 25, 21.988832300818263, 96.33333333333333, 'Low Risk'),
(14905, 66, 18, '29:45.8', 36.07930031319439, 98.76491891263969, 122, 78, 85, 'Female', 94.22647501047035, 1.5039413163761743, 0.062233019, 44, 41.65922282035208, 92.66666666666667, 'High Risk'),
(14906, 99, 16, '28:45.8', 37.35537561, 97.23019677537236, 133, 79, 70, 'Female', 50.47708994714852, 1.7615886647259174, 0.052259775, 54, 16.26616956661026, 97, 'High Risk'),
(14907, 85, 13, '27:45.8', 36.555251406396295, 99.84423688522824, 114, 87, 45, 'Female', 89.60298423597729, 1.9923666173027916, 0.066776799, 27, 22.57272347594278, 96, 'Low Risk'),
(14908, 95, 14, '26:45.8', 36.880216708788396, 98.99987051471842, 123, 78, 21, 'Male', 86.15712768154471, 1.6144834873734308, 0.077131557, 45, 33.05399803734268, 93, 'High Risk'),
(14909, 80, 12, '25:45.8', 36.983767160849354, 96.87514646098992, 135, 82, 84, 'Male', 76.33688386834505, 1.5513927010773405, 0.051278761175956894, 53, 31.716915124213617, 99.66666666666666, 'High Risk'),
(14910, 70, 14, '24:45.8', 36.284565379862286, 99.37948672834743, 128, 89, 48, 'Female', 97.44516446296427, 1.5006955534067061, 0.14238325060740276, 39, 43.26882497506497, 102, 'High Risk'),
(14911, 81, 15, '23:45.8', 36.21108499259396, 95.79815092817739, 117, 75, 67, 'Male', 66.25528072413942, 1.9582547929274179, 0.085314096, 42, 17.27754775702154, 89, 'High Risk'),
(14912, 89, 19, '22:45.8', 36.246947903866804, 95.20466296600387, 136, 83, 86, 'Male', 58.719712311433774, 1.8243221737540716, 0.13672547106038668, 53, 17.643341713197067, 100.66666666666666, 'High Risk'),
(14913, 92, 16, '21:45.8', 37.48946296486838, 98.6164486, 129, 75, 48, 'Female', 50.41441973426728, 1.6187624077988905, 0.061004427, 54, 19.239268351079076, 93, 'High Risk'),
(14914, 94, 15, '20:45.8', 36.110349231116324, 96.41968818141865, 119, 71, 33, 'Female', 92.62039694163441, 1.7883294831560286, 0.13628184295316303, 48, 28.960867373265962, 87, 'High Risk'),
(14915, 64, 13, '19:45.8', 36.537083145066646, 98.65734865960628, 122, 80, 59, 'Male', 58.77734416141185, 1.9005443565644689, 0.055019752, 42, 16.2724872, 94, 'High Risk'),
(14916, 80, 17, '18:45.8', 37.143333345507116, 99.59205281653547, 127, 74, 61, 'Female', 99.82041793040868, 1.8963267645555963, 0.090276853, 53, 27.75831082536245, 91.66666666666666, 'Low Risk'),
(14917, 90, 19, '17:45.8', 37.15290067903059, 96.48175382308573, 133, 70, 80, 'Male', 84.16228276645239, 1.5350923864142314, 0.14077086436045094, 63, 35.71482044352161, 91, 'High Risk'),
(14918, 74, 19, '16:45.8', 36.87529352291139, 96.46331536, 112, 78, 35, 'Male', 55.00118597723604, 1.7451705416198122, 0.14780068592685236, 34, 18.05910849554269, 89.33333333333333, 'High Risk'),
(14919, 87, 19, '15:45.8', 37.17280365803161, 97.95798405928633, 122, 71, 40, 'Male', 89.50992849507215, 1.5542148185548998, 0.12561456134257337, 51, 37.05519639537689, 88, 'High Risk'),
(14920, 97, 16, '14:45.8', 36.40173510576295, 99.60987943184887, 119, 86, 27, 'Male', 57.531245226715015, 1.803114743, 0.057004633, 33, 17.69526395812491, 97, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(14921, 73, 16, '13:45.8', 37.48887340061167, 97.37300822012435, 127, 81, 41, 'Male', 83.59279298131759, 1.668492694, 0.090583919, 46, 30.027572010385487, 96.33333333333333, 'High Risk'),
(14922, 78, 14, '12:45.8', 36.42342223367445, 96.27505318785111, 128, 71, 30, 'Female', 62.799744273678044, 1.9194784895830632, 0.052442647570460604, 57, 17.044779056128437, 90, 'High Risk'),
(14923, 90, 18, '11:45.8', 36.79674454910485, 95.66385064840452, 122, 73, 70, 'Female', 54.573072435550415, 1.6581556734413345, 0.062943709, 49, 19.84850507157586, 89.33333333333333, 'Low Risk'),
(14924, 93, 12, '10:45.8', 36.549820856605905, 95.39771770360448, 118, 77, 65, 'Female', 79.79375440344012, 1.8139937763247105, 0.094317671, 41, 24.249194351733856, 90.66666666666667, 'High Risk'),
(14925, 75, 15, '09:45.8', 36.556550278369436, 99.00073018181115, 122, 76, 21, 'Female', 93.92156265, 1.9564956423959234, 0.1429863220706324, 46, 24.536213375376096, 91.33333333333333, 'Low Risk'),
(14926, 97, 15, '08:45.8', 37.19904536447975, 99.37248452039744, 131, 86, 60, 'Male', 52.895610573477086, 1.570890574717725, 0.0873765, 45, 21.43521118473745, 101, 'High Risk'),
(14927, 64, 19, '07:45.8', 36.74745894729311, 98.52902276326407, 123, 79, 41, 'Female', 80.02497923985418, 1.9410576207979213, 0.065444458, 44, 21.23971645402499, 93.66666666666667, 'Low Risk'),
(14928, 82, 17, '06:45.8', 37.007254921544586, 95.95017005, 124, 78, 19, 'Male', 61.025479999024135, 1.9046268290351502, 0.092829311, 46, 16.822533771905988, 93.33333333333333, 'High Risk'),
(14929, 73, 19, '05:45.8', 37.46250264633841, 99.98188716624182, 130, 89, 24, 'Male', 50.918245403418965, 1.8849045181075132, 0.089176513, 41, 14.331601340331074, 102.66666666666667, 'High Risk'),
(14930, 67, 12, '04:45.8', 36.12106157325622, 96.82869915968503, 128, 86, 66, 'Female', 58.60568410824235, 1.8123202679014376, 0.094027493, 42, 17.843080923158674, 100, 'High Risk'),
(14931, 70, 14, '03:45.8', 37.06221530481109, 97.72856013520482, 135, 87, 84, 'Female', 73.55109118839746, 1.7770560726125706, 0.080655889, 48, 23.290931441631734, 103, 'Low Risk'),
(14932, 60, 12, '02:45.8', 36.46197581087834, 96.12244216010056, 128, 80, 75, 'Male', 90.41371956638963, 1.849303354, 0.063758942, 48, 26.437356138586793, 96, 'Low Risk'),
(14933, 63, 14, '01:45.8', 36.00825194138913, 97.15674283873132, 130, 77, 81, 'Female', 55.31090141112021, 1.9475273272316351, 0.082188617, 53, 14.582890530777753, 94.66666666666666, 'High Risk'),
(14934, 83, 19, '00:45.8', 37.17672201987456, 95.47860882816956, 121, 84, 84, 'Male', 80.81180260481631, 1.916796100192275, 0.091474532, 37, 21.99494904002761, 96.33333333333333, 'Low Risk'),
(14935, 72, 14, '59:45.8', 36.074950022698125, 99.99637577209884, 130, 85, 19, 'Female', 94.47984823177921, 1.8192055723310092, 0.12047407951524633, 45, 28.547996296575153, 100, 'Low Risk'),
(14936, 92, 13, '58:45.8', 36.581142986530814, 96.95633218945387, 130, 87, 37, 'Male', 53.34264475486887, 1.8474816649349048, 0.11793650593553753, 43, 15.62839108340553, 101.33333333333333, 'High Risk'),
(14937, 78, 17, '57:45.8', 36.967840076379346, 96.47104902823175, 118, 80, 67, 'Female', 90.98192793105575, 1.763075371982926, 0.090692841, 38, 29.26937019505021, 92.66666666666667, 'Low Risk'),
(14938, 73, 13, '56:45.8', 36.493988043701975, 95.81609921838916, 118, 80, 37, 'Female', 72.46369877524496, 1.6824816436431584, 0.068349061, 38, 25.598813053103285, 92.66666666666667, 'Low Risk'),
(14939, 77, 19, '55:45.8', 37.46526602063761, 96.23982704779324, 134, 89, 61, 'Female', 79.12689861405748, 1.8477575869192888, 0.14774055483506968, 45, 23.17576911, 104, 'Low Risk'),
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(15137, 95, 17, '37:45.8', 36.11817520977151, 97.32090043725458, 129, 85, 46, 'Female', 97.19269282094702, 1.8066487028916813, 0.069038131, 44, 29.77735974110149, 99.66666666666667, 'High Risk'),
(15138, 67, 18, '36:45.8', 36.779398446828715, 99.37496852477722, 114, 71, 36, 'Female', 56.66842828, 1.642091713690213, 0.074610813, 43, 21.01582040192576, 85.33333333333333, 'Low Risk'),
(15139, 78, 14, '35:45.8', 36.727469614250836, 96.95194786079291, 129, 80, 61, 'Female', 98.44805512377478, 1.7739437010220243, 0.081515996, 49, 31.284374460628225, 96.33333333333333, 'High Risk'),
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(15141, 66, 13, '33:45.8', 36.14825099095765, 99.56959892652395, 130, 72, 57, 'Female', 77.73198563632178, 1.6837943455444306, 0.10089237754307483, 58, 27.41710960601418, 91.33333333333333, 'Low Risk'),
(15142, 75, 19, '32:45.8', 37.24123760202214, 97.90517978238793, 129, 78, 87, 'Male', 95.68322052102931, 1.5417002021090462, 0.13726886451629028, 51, 40.25649186254478, 95, 'High Risk'),
(15143, 95, 16, '31:45.8', 36.18402505, 98.22394941, 115, 76, 74, 'Female', 65.80298407885707, 1.7837814145010173, 0.10944322734489073, 39, 20.68056118239283, 89, 'High Risk'),
(15144, 97, 15, '30:45.8', 36.24305320215503, 97.99024634766529, 134, 82, 72, 'Female', 86.70182124063305, 1.605674126805775, 0.14931160084839232, 52, 33.628957279247444, 99.33333333333333, 'High Risk'),
(15145, 76, 14, '29:45.8', 36.504176983354476, 97.57000466, 119, 70, 71, 'Female', 55.8167616, 1.5725104086767971, 0.051806072362509316, 49, 22.572391713353312, 86.33333333333333, 'Low Risk'),
(15146, 61, 16, '28:45.8', 36.835368363176826, 95.55749844099753, 129, 85, 59, 'Female', 79.84141910608422, 1.9377384481967161, 0.052361454, 44, 21.26365584131731, 99.66666666666667, 'Low Risk'),
(15147, 98, 17, '27:45.8', 37.42236000598755, 99.18118394280094, 136, 89, 85, 'Female', 84.40056883757813, 1.8451635302564966, 0.091835665, 47, 24.789949914674093, 104.66666666666667, 'High Risk'),
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(15151, 65, 18, '23:45.8', 36.24166265, 97.18407780476427, 116, 81, 60, 'Female', 79.76871875, 1.941584854033644, 0.11082053537846652, 35, 21.160204740209963, 92.66666666666667, 'Low Risk'),
(15152, 60, 13, '22:45.8', 36.949614904697256, 96.47708785872356, 130, 86, 88, 'Female', 80.22464964, 1.552673155633532, 0.13603893301710726, 44, 33.277273804954774, 100.66666666666667, 'High Risk'),
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(15154, 62, 14, '20:45.8', 36.18603040295955, 96.50872127297767, 121, 71, 69, 'Female', 56.57685243050099, 1.6715203997894181, 0.061374991499687975, 50, 20.249552029982187, 87.66666666666666, 'Low Risk'),
(15155, 67, 18, '19:45.8', 37.27803519, 97.98041080204153, 118, 83, 67, 'Female', 88.26662847666827, 1.969849675, 0.058255312, 35, 22.747326848883908, 94.66666666666667, 'Low Risk'),
(15156, 83, 13, '18:45.8', 37.47143711163383, 98.75015761927786, 122, 84, 48, 'Female', 56.95077396343956, 1.7950103536288056, 0.11486808399669708, 38, 17.675256082938315, 96.66666666666667, 'High Risk'),
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(15158, 96, 19, '16:45.8', 36.24366500257634, 97.03270795103666, 129, 87, 60, 'Female', 73.73023304, 1.651677149026669, 0.067998433, 42, 27.026840949080796, 101, 'High Risk'),
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(15161, 68, 13, '13:45.8', 37.176089660658064, 98.17295451749149, 131, 85, 75, 'Male', 85.96714090364407, 1.6181371027466576, 0.13250924060793137, 46, 32.83234110030659, 100.33333333333333, 'High Risk'),
(15162, 78, 12, '12:45.8', 36.75641376, 96.73068131547653, 128, 87, 23, 'Female', 68.61060753, 1.6719903957197522, 0.1037804099558781, 41, 24.54277738052651, 100.66666666666667, 'Low Risk'),
(15163, 66, 17, '11:45.8', 36.74778692952869, 98.80914750110382, 113, 70, 68, 'Male', 98.05793351240648, 1.5278622069389018, 0.068676289, 43, 42.006293250199604, 84.33333333333333, 'High Risk'),
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(15172, 69, 15, '02:45.8', 37.34159170870521, 95.18612043200221, 124, 82, 73, 'Male', 78.73602271120129, 1.9350958386887434, 0.087451871, 42, 21.026573950997086, 96, 'Low Risk'),
(15173, 82, 19, '01:45.8', 37.39994552, 96.72115261677011, 137, 72, 75, 'Female', 59.087926592420885, 1.8884198787945756, 0.12298071522444169, 65, 16.56920319228169, 93.66666666666666, 'High Risk'),
(15174, 72, 13, '00:45.8', 36.78288692, 95.23018384809507, 118, 87, 65, 'Male', 58.55055475909701, 1.5901234472872035, 0.062140613, 31, 23.15630873, 97.33333333333333, 'Low Risk'),
(15175, 97, 14, '59:45.8', 37.153512813114915, 97.30447314105824, 118, 87, 45, 'Female', 92.54728112748822, 1.788380141006803, 0.11396006460814502, 31, 28.936365887615004, 97.33333333333333, 'High Risk'),
(15176, 93, 18, '58:45.8', 37.25806996, 99.70350092982821, 121, 72, 78, 'Male', 64.31965375567185, 1.552723208343256, 0.12390323463768622, 49, 26.678143795429214, 88.33333333333333, 'High Risk'),
(15177, 64, 15, '57:45.8', 36.413185725420554, 98.80236309627814, 120, 79, 80, 'Male', 57.648494778656946, 1.6054682459809868, 0.080977877, 41, 22.365804879024072, 92.66666666666667, 'Low Risk'),
(15178, 79, 14, '56:45.8', 36.72678564, 96.07204547176771, 113, 86, 84, 'Female', 66.96736302290309, 1.532662944834795, 0.10668802425786864, 27, 28.50820563875831, 95, 'Low Risk'),
(15179, 64, 19, '55:45.8', 36.67306804539082, 97.61432630519788, 111, 86, 25, 'Male', 50.22157920325556, 1.6206901239572593, 0.10996899703890654, 25, 19.12011031063931, 94.33333333333333, 'Low Risk'),
(15180, 70, 14, '54:45.8', 36.880010280835194, 98.93708679764445, 125, 88, 35, 'Male', 63.88905606370977, 1.9104144616688865, 0.12012627426602983, 37, 17.50536931366128, 100.33333333333333, 'High Risk'),
(15181, 71, 14, '53:45.8', 36.39390967018184, 99.9021261, 139, 75, 54, 'Female', 51.712003911490946, 1.824145833802061, 0.095471126, 64, 15.540760098669763, 96.33333333333333, 'High Risk'),
(15182, 71, 13, '52:45.8', 37.35863202161309, 97.49917387001832, 115, 81, 42, 'Male', 79.42476693405942, 1.8781988726013041, 0.1315148537478818, 34, 22.515043897892202, 92.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(15184, 97, 12, '50:45.8', 37.37214361662918, 98.77955821258276, 132, 85, 21, 'Female', 86.62833575227495, 1.8890224167239913, 0.1161186596677888, 47, 24.276481783878136, 100.66666666666667, 'High Risk'),
(15185, 64, 18, '49:45.8', 36.69663327539462, 99.30557647735199, 115, 74, 44, 'Female', 80.54259884805431, 1.5526163466346852, 0.11066281052457028, 41, 33.411604364964745, 87.66666666666667, 'High Risk'),
(15186, 69, 12, '48:45.8', 36.12981781746651, 98.12443531251452, 122, 84, 40, 'Female', 82.70410269, 1.7111867823915787, 0.11366280662402846, 38, 28.244391330971947, 96.66666666666667, 'Low Risk'),
(15187, 87, 13, '47:45.8', 37.443958307491066, 97.98506876789902, 139, 75, 28, 'Male', 93.08957016359493, 1.9726626135869483, 0.061690191, 64, 23.921884951863387, 96.33333333333333, 'Low Risk'),
(15188, 91, 14, '46:45.8', 36.315472816729205, 99.06100506112469, 111, 76, 83, 'Female', 92.66968702231765, 1.5768375446696399, 0.1327954071397146, 35, 37.27037755721802, 87.66666666666667, 'High Risk'),
(15189, 80, 16, '45:45.8', 37.49019721920828, 99.25755925, 117, 70, 54, 'Male', 87.14853187767622, 1.9858026777459388, 0.1247749411429253, 47, 22.099776995530405, 85.66666666666667, 'Low Risk'),
(15190, 79, 19, '44:45.8', 36.692742734240625, 98.27407343, 124, 82, 75, 'Female', 82.54855789189423, 1.725431570130787, 0.1372607941333433, 42, 27.727710470705457, 96, 'Low Risk'),
(15191, 97, 13, '43:45.8', 36.52293458624194, 98.46723899813418, 128, 85, 52, 'Female', 73.15150414368159, 1.6320723742934347, 0.05667597, 43, 27.462775914269073, 99.33333333333333, 'High Risk'),
(15192, 87, 14, '42:45.8', 36.022381215572906, 97.86993239054345, 127, 80, 26, 'Female', 81.89048870256886, 1.548759446450337, 0.13523539380405653, 47, 34.140157966140166, 95.66666666666667, 'High Risk'),
(15193, 82, 17, '41:45.8', 36.30717951198659, 95.73806963853924, 124, 88, 84, 'Male', 83.22665739424542, 1.8517984778497336, 0.12710730694701017, 36, 24.270292310844365, 100, 'Low Risk'),
(15194, 91, 12, '40:45.8', 37.48239323099876, 97.5454924, 118, 79, 51, 'Male', 85.60562379501758, 1.9813851530627462, 0.074747328, 39, 21.80542157076655, 92, 'High Risk'),
(15195, 87, 18, '39:45.8', 37.26255422, 97.87700524795872, 117, 80, 41, 'Male', 83.61083319598205, 1.5017856899277215, 0.079934641, 37, 37.072052184088726, 92.33333333333333, 'High Risk'),
(15196, 62, 18, '38:45.8', 36.67880164827967, 98.76894838396326, 117, 73, 18, 'Male', 63.89839961411149, 1.552743643, 0.1386831597989635, 44, 26.50272079225747, 87.66666666666667, 'Low Risk'),
(15197, 94, 16, '37:45.8', 36.672178169724276, 97.64269962593202, 116, 82, 80, 'Female', 58.37449920010391, 1.635988508202374, 0.062597329, 34, 21.810351777768552, 93.33333333333333, 'High Risk'),
(15198, 76, 19, '36:45.8', 37.09652002777521, 99.30879852568422, 112, 77, 30, 'Male', 81.51287838715582, 1.7203697419455808, 0.071188157, 35, 27.541185995470197, 88.66666666666667, 'Low Risk'),
(15199, 78, 18, '35:45.8', 36.454475398508194, 98.28781736, 123, 78, 78, 'Male', 96.97553362, 1.9643420387387593, 0.065081407, 45, 25.132052365409887, 93, 'Low Risk'),
(15200, 98, 19, '34:45.8', 37.45422838488104, 97.58654302556667, 115, 83, 65, 'Female', 81.57698042216724, 1.9402267505301098, 0.054307690685028956, 32, 21.67018653682436, 93.66666666666667, 'High Risk'),
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(15379, 96, 19, '35:45.8', 37.46519844751804, 97.87454910562246, 126, 83, 83, 'Male', 75.22173882107765, 1.5627716000905276, 0.1282613855228729, 43, 30.80011568830619, 97.33333333333333, 'High Risk'),
(15380, 82, 13, '34:45.8', 36.84600443543659, 98.74224481157083, 114, 89, 75, 'Female', 85.82031332244921, 1.5469096240522906, 0.08919484, 25, 35.86412280317486, 97.33333333333333, 'High Risk'),
(15381, 68, 17, '33:45.8', 36.17031932721042, 97.95543117580739, 116, 89, 69, 'Female', 84.34874384, 1.6102514126904626, 0.078762333, 27, 32.53053768185928, 98, 'High Risk'),
(15382, 99, 15, '32:45.8', 36.50548858515068, 96.40949081380931, 123, 70, 67, 'Male', 82.14854335539529, 1.5407500436825805, 0.1323410604567525, 53, 34.60473195368156, 87.66666666666666, 'High Risk'),
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(15387, 88, 12, '27:45.8', 36.218179226177476, 95.53950832136869, 126, 89, 18, 'Male', 84.97531992, 1.9454059185456514, 0.14191870050023137, 37, 22.452894860138084, 101.33333333333333, 'Low Risk'),
(15388, 65, 13, '26:45.8', 36.54265368240327, 98.26949765, 113, 87, 46, 'Female', 74.98676128682256, 1.9933176165449744, 0.070216744, 26, 18.872593543180873, 95.66666666666667, 'Low Risk'),
(15389, 85, 12, '25:45.8', 37.23963962, 97.37806921855257, 134, 75, 34, 'Female', 95.71100071586818, 1.661413549653003, 0.13260800872185097, 59, 34.67419290559494, 94.66666666666666, 'High Risk'),
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(15391, 81, 17, '23:45.8', 36.98867174485722, 98.95821814260053, 137, 70, 36, 'Female', 84.11869001156414, 1.913993629976695, 0.11006228825847825, 67, 22.962095806375117, 92.33333333333333, 'Low Risk'),
(15392, 92, 19, '22:45.8', 36.95776186932262, 96.69684136, 112, 89, 65, 'Female', 89.04864011, 1.797196087021697, 0.11556542116959839, 23, 27.56997440502041, 96.66666666666667, 'High Risk'),
(15393, 63, 17, '21:45.8', 36.103395901022076, 97.60652340894755, 120, 88, 77, 'Female', 75.92200176454934, 1.9217669454631798, 0.12156216934929735, 32, 20.557306533995227, 98.66666666666667, 'Low Risk'),
(15394, 87, 17, '20:45.8', 36.74898254860208, 97.10776934366119, 116, 71, 71, 'Female', 55.247763427985234, 1.929298541944754, 0.11040772972511959, 45, 14.842799781565832, 86, 'High Risk'),
(15395, 89, 14, '19:45.8', 36.03304527561416, 97.10164538769507, 139, 77, 74, 'Female', 58.672277326706954, 1.8963135049138233, 0.1293798055862304, 62, 16.31596141072896, 97.66666666666666, 'High Risk'),
(15396, 69, 17, '18:45.8', 36.22790823879976, 99.58933961481875, 132, 88, 35, 'Female', 71.94383006553281, 1.661664074718622, 0.13754171144385935, 44, 26.05596088489795, 102.66666666666667, 'Low Risk'),
(15397, 93, 12, '17:45.8', 36.07253366212084, 95.84964025, 136, 87, 47, 'Female', 95.81508565, 1.6677212356532631, 0.1341878665555694, 49, 34.44982138453847, 103.33333333333333, 'High Risk'),
(15398, 67, 17, '16:45.8', 36.55774190083125, 99.66903587945677, 118, 85, 43, 'Female', 72.16043093, 1.9614074575358669, 0.090350323, 33, 18.757004113616514, 96, 'Low Risk'),
(15399, 63, 14, '15:45.8', 36.75102672949172, 99.59530165916553, 124, 70, 68, 'Male', 72.52058378785375, 1.5874522869375753, 0.11094022776216078, 54, 28.777955043541443, 88, 'Low Risk'),
(15400, 87, 19, '14:45.8', 37.32906590893832, 97.82578477421173, 137, 76, 71, 'Male', 54.62833489581024, 1.6917492457530052, 0.10509058998344682, 61, 19.087365073767426, 96.33333333333333, 'Low Risk'),
(15401, 61, 14, '13:45.8', 36.24859494, 96.68763271720353, 128, 76, 31, 'Male', 56.247092007812235, 1.578447808481784, 0.13640926895143576, 52, 22.575616618817868, 93.33333333333333, 'Low Risk'),
(15402, 82, 13, '12:45.8', 36.18492955901581, 95.70039658458349, 128, 81, 20, 'Female', 72.43892849173811, 1.9871735765214744, 0.11056375016960057, 47, 18.34426899885348, 96.66666666666667, 'High Risk'),
(15403, 90, 18, '11:45.8', 37.443605409617014, 96.94727326729628, 111, 75, 36, 'Female', 51.72173466880562, 1.6235041521783358, 0.077500293, 36, 19.62303934606756, 87, 'Low Risk'),
(15404, 86, 19, '10:45.8', 37.32052650535317, 95.02975419568763, 116, 83, 79, 'Male', 52.87991593202508, 1.9548265706683545, 0.11688941533440174, 33, 13.838030678663529, 94, 'High Risk'),
(15405, 61, 18, '09:45.8', 36.29378196544029, 98.60164943135202, 134, 89, 46, 'Female', 58.09453799671655, 1.618978375885999, 0.083495609, 45, 22.164258472841595, 104, 'Low Risk'),
(15406, 87, 15, '08:45.8', 36.70302888940511, 98.00952634721975, 133, 79, 42, 'Female', 85.44805262011009, 1.5442281163084803, 0.086212247, 54, 35.832677298253195, 97, 'High Risk'),
(15407, 96, 12, '07:45.8', 36.34259706040522, 98.44561678724327, 132, 89, 77, 'Male', 63.91916567051407, 1.599286516027833, 0.11099444511682532, 43, 24.990707206916017, 103.33333333333333, 'High Risk'),
(15408, 69, 15, '06:45.8', 36.91762900565337, 96.62888781669284, 137, 73, 58, 'Male', 70.13551311411425, 1.9525244248477223, 0.082762273, 64, 18.396916110536637, 94.33333333333333, 'High Risk'),
(15409, 68, 19, '05:45.8', 37.32249108945748, 97.24943385666565, 117, 84, 26, 'Female', 80.70011459903984, 1.7721037813776157, 0.12685304390362384, 33, 25.697794206166375, 95, 'Low Risk'),
(15410, 91, 18, '04:45.8', 36.390245685562256, 99.54433621819786, 114, 79, 53, 'Female', 85.24906943467842, 1.8683166810413843, 0.14411742060132526, 35, 24.422418234332547, 90.66666666666667, 'High Risk'),
(15411, 89, 12, '03:45.8', 36.33797957590318, 95.99065966, 113, 81, 64, 'Female', 67.86425912931688, 1.740057345897299, 0.084560316, 32, 22.41372245003261, 91.66666666666667, 'Low Risk'),
(15412, 83, 19, '02:45.8', 36.73963834691498, 99.56510598754645, 130, 84, 72, 'Male', 57.59515768577875, 1.9762595654940955, 0.10431163087364187, 46, 14.746807175900772, 99.33333333333333, 'High Risk'),
(15413, 70, 19, '01:45.8', 37.287987342721344, 98.51570904880957, 126, 81, 31, 'Female', 88.09741955332345, 1.7118771867076208, 0.1390650378881751, 45, 30.06200751574814, 96, 'High Risk'),
(15414, 81, 13, '00:45.8', 37.16608704291472, 98.1176318, 111, 71, 83, 'Male', 87.44284974, 1.7874437279445647, 0.12040002999034224, 40, 27.36903885593526, 84.33333333333333, 'Low Risk'),
(15415, 62, 15, '59:45.8', 37.46829415506344, 99.48361914609359, 133, 75, 56, 'Female', 80.82024409950385, 1.8480019193947357, 0.097443157, 58, 23.665480235605415, 94.33333333333333, 'Low Risk'),
(15416, 62, 18, '58:45.8', 36.012556714535975, 98.80709578844746, 138, 87, 85, 'Male', 59.00408271558347, 1.9548695905564892, 0.079327399, 51, 15.439971038520873, 104, 'High Risk'),
(15417, 73, 17, '57:45.8', 36.06209017685414, 99.46490267828094, 132, 74, 69, 'Male', 74.80871780468875, 1.7898151526962032, 0.1237172993880075, 58, 23.352632779776176, 93.33333333333333, 'Low Risk'),
(15418, 86, 15, '56:45.8', 36.363697438201996, 97.51520634, 126, 71, 25, 'Male', 91.49826176, 1.7526932001716178, 0.10313178064632383, 55, 29.785235628967566, 89.33333333333333, 'Low Risk'),
(15419, 77, 17, '55:45.8', 36.54383261402101, 97.58842390671231, 135, 77, 80, 'Male', 72.81616039308771, 1.5446656892169095, 0.068213175, 58, 30.518190170957762, 96.33333333333333, 'High Risk'),
(15420, 94, 16, '54:45.8', 36.05009050605974, 96.12698225567777, 117, 79, 67, 'Female', 80.67928067925101, 1.8085070235229679, 0.1319966968972499, 38, 24.667300133146846, 91.66666666666667, 'High Risk'),
(15421, 72, 15, '53:45.8', 36.833106952697264, 96.93836809972534, 124, 80, 34, 'Male', 85.26380564, 1.601194054633319, 0.14511824562340803, 44, 33.25651793178637, 94.66666666666667, 'High Risk'),
(15422, 90, 16, '52:45.8', 36.88654898252572, 96.39995226, 112, 74, 33, 'Male', 51.51454852541513, 1.7385731851348196, 0.12131427560844306, 38, 17.04291759025047, 86.66666666666667, 'High Risk'),
(15423, 65, 12, '51:45.8', 36.76414532272578, 95.58137550663079, 139, 88, 23, 'Female', 97.73060734639296, 1.664671362191965, 0.13287178370032504, 51, 35.267411165784324, 105, 'High Risk'),
(15424, 74, 14, '50:45.8', 36.27333989009972, 96.98440055960492, 130, 74, 19, 'Female', 62.73193950903303, 1.6501463919224748, 0.13300233802617217, 56, 23.03794657, 92.66666666666666, 'Low Risk'),
(15425, 81, 12, '49:45.8', 36.58791738892431, 98.88437102856213, 126, 73, 38, 'Female', 65.00142951613726, 1.6732312420168418, 0.1323393949447103, 53, 23.21726069119274, 90.66666666666666, 'Low Risk'),
(15426, 89, 18, '48:45.8', 37.16253407970169, 96.57511258868304, 116, 87, 78, 'Male', 90.50139645291087, 1.5060152270136762, 0.078443179, 29, 39.902173677902304, 96.66666666666667, 'High Risk'),
(15427, 73, 16, '47:45.8', 36.24478081107555, 99.95551424519023, 117, 75, 69, 'Male', 58.31070269062811, 1.9870322830564948, 0.1252281255924569, 42, 14.768569423733064, 89, 'High Risk'),
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(15429, 63, 17, '45:45.8', 36.48770328862318, 95.74473898890044, 130, 89, 85, 'Female', 53.29246283081601, 1.7494993626317352, 0.066527187, 41, 17.41158124916399, 102.66666666666667, 'High Risk'),
(15430, 96, 13, '44:45.8', 37.257688829599154, 97.78671484228865, 120, 86, 18, 'Female', 71.09142008646617, 1.8246298582255718, 0.1480150343862156, 34, 21.353429466642783, 97.33333333333333, 'High Risk'),
(15431, 83, 17, '43:45.8', 36.973964633272196, 97.11495504731086, 136, 83, 32, 'Female', 96.37269915018074, 1.832126415427713, 0.11619854253659045, 53, 28.710658261412814, 100.66666666666666, 'Low Risk'),
(15432, 85, 17, '42:45.8', 36.87045618397495, 98.92729650588717, 123, 71, 50, 'Male', 69.57805301270966, 1.5443941860997825, 0.116307098, 52, 29.17131156119832, 88.33333333333333, 'Low Risk'),
(15433, 99, 12, '41:45.8', 36.103606640657546, 96.72705363708556, 122, 70, 71, 'Male', 64.36817555835694, 1.609696194434503, 0.11329950443072045, 52, 24.841817395463416, 87.33333333333333, 'High Risk'),
(15434, 92, 14, '40:45.8', 36.26990908437672, 99.52895157417865, 127, 88, 31, 'Male', 60.62230196576964, 1.7670557837959076, 0.12143480225345646, 39, 19.41475452, 101, 'High Risk'),
(15435, 98, 17, '39:45.8', 37.14929381423617, 98.88556807336596, 130, 81, 29, 'Male', 73.59872096851129, 1.542118127988751, 0.055711798, 49, 30.9481706, 97.33333333333333, 'High Risk'),
(15436, 61, 15, '38:45.8', 37.033399440628116, 96.53132443335242, 137, 74, 23, 'Female', 99.47312464774427, 1.5111576939944544, 0.14813135738109923, 63, 43.559831070067865, 95, 'High Risk'),
(15437, 76, 16, '37:45.8', 36.272492379287655, 97.71404046228604, 121, 73, 30, 'Female', 69.76882495, 1.9158052743755865, 0.12449425575257507, 48, 19.008974123650447, 89, 'Low Risk'),
(15438, 74, 13, '36:45.8', 36.047422055189216, 95.08145213032358, 135, 88, 48, 'Male', 96.87036229662645, 1.9721326753367845, 0.14684701568234074, 47, 24.90684204031354, 103.66666666666667, 'Low Risk'),
(15439, 64, 16, '35:45.8', 37.16665246557738, 98.50936736347973, 118, 76, 20, 'Female', 81.39873243577185, 1.5676602107241249, 0.065380393, 42, 33.12178783693711, 90, 'High Risk'),
(15440, 92, 16, '34:45.8', 36.21117136149944, 96.58752133449319, 121, 85, 36, 'Female', 86.10137006387549, 1.6708256669614663, 0.12651333216989433, 36, 30.84237304057671, 97, 'High Risk'),
(15441, 68, 14, '33:45.8', 36.27781998655876, 95.58012204172309, 137, 72, 84, 'Male', 71.30020751, 1.5001816242450297, 0.054314007, 65, 31.68130853, 93.66666666666666, 'High Risk'),
(15442, 82, 15, '32:45.8', 36.36641284596073, 95.29918941571914, 117, 81, 63, 'Male', 84.13528843, 1.741918710104716, 0.071701993, 36, 27.728247378247247, 93, 'Low Risk'),
(15443, 65, 16, '31:45.8', 36.98208002, 97.48078482589837, 122, 87, 81, 'Male', 76.61328136485764, 1.545270237308331, 0.088782778, 35, 32.084493208950626, 98.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(15444, 60, 15, '30:45.8', 36.276385764542994, 97.92341794329771, 130, 84, 28, 'Female', 79.02888429867019, 1.9368781001714461, 0.11769423177066216, 46, 21.06596088, 99.33333333333333, 'Low Risk'),
(15445, 81, 18, '29:45.8', 36.76726587570533, 99.65729368707528, 111, 79, 62, 'Male', 75.26086970147547, 1.8958640210393678, 0.12220176721383622, 32, 20.938948227291895, 89.66666666666667, 'Low Risk'),
(15446, 73, 19, '28:45.8', 37.32807513650331, 95.47792205707957, 121, 74, 48, 'Male', 97.22222155714294, 1.975458283701586, 0.10012190444423649, 47, 24.91321721652895, 89.66666666666667, 'Low Risk'),
(15447, 95, 17, '27:45.8', 37.28082155927335, 97.87174541217078, 127, 78, 83, 'Male', 88.06007571826561, 1.5469380042378449, 0.085515922, 49, 36.79876439028289, 94.33333333333333, 'High Risk'),
(15448, 95, 16, '26:45.8', 36.88565511107548, 99.88730554926634, 124, 89, 59, 'Male', 88.68224715832366, 1.9131644762975946, 0.10898803093572149, 35, 24.228809361081876, 100.66666666666667, 'High Risk'),
(15449, 92, 12, '25:45.8', 36.83927072115515, 96.62233223936954, 117, 77, 25, 'Male', 69.57216721894137, 1.9212929632114164, 0.063055059, 40, 18.84726547274494, 90.33333333333333, 'High Risk'),
(15450, 83, 18, '24:45.8', 37.43366676818614, 95.86143309488862, 124, 77, 75, 'Male', 81.6555969, 1.9287736635822803, 0.11286266741146685, 47, 21.949438921132217, 92.66666666666667, 'Low Risk'),
(15451, 82, 18, '23:45.8', 36.87657993, 99.80478902485945, 129, 86, 75, 'Female', 77.49540921807005, 1.518501861673549, 0.050154514, 43, 33.608205071459935, 100.33333333333333, 'High Risk'),
(15452, 88, 16, '22:45.8', 36.00467431, 95.94160882631815, 129, 70, 81, 'Female', 70.20822841891308, 1.5851466803676544, 0.085308114, 59, 27.941460533116214, 89.66666666666666, 'Low Risk'),
(15453, 72, 14, '21:45.8', 36.79814951456586, 98.13419451979023, 119, 86, 27, 'Female', 58.390477354064174, 1.6679359218502876, 0.094702342, 33, 20.988591820096023, 97, 'Low Risk'),
(15454, 70, 12, '20:45.8', 37.170046061024756, 97.14210092, 137, 76, 53, 'Female', 81.71788350587521, 1.9630112344941957, 0.14525434528349035, 61, 21.20662416461953, 96.33333333333333, 'Low Risk'),
(15455, 99, 18, '19:45.8', 36.66113806984805, 97.88291654877692, 127, 83, 57, 'Male', 91.54910895439409, 1.9868594547635323, 0.092316578, 44, 23.19101874846059, 97.66666666666667, 'High Risk'),
(15456, 79, 13, '18:45.8', 37.060911302760296, 96.07702117751607, 110, 87, 51, 'Male', 99.83404635393876, 1.9164020057631872, 0.12724072319779095, 23, 27.183504188146163, 94.66666666666667, 'Low Risk'),
(15457, 71, 16, '17:45.8', 36.49562436763697, 95.34378382542134, 138, 85, 66, 'Male', 72.61952471806316, 1.6590826640928713, 0.11037645992199896, 53, 26.382585330683852, 102.66666666666666, 'Low Risk'),
(15458, 93, 16, '16:45.8', 36.13470685139094, 99.00367945, 133, 78, 68, 'Male', 62.89568989610617, 1.705428738162294, 0.14935700203909383, 55, 21.624881246877674, 96.33333333333333, 'High Risk'),
(15459, 81, 16, '15:45.8', 36.53516223, 97.10294452186567, 137, 73, 84, 'Male', 91.25805546286423, 1.7401904422362255, 0.1411302991379134, 64, 30.135448022776366, 94.33333333333333, 'High Risk'),
(15460, 88, 15, '14:45.8', 37.052041540570215, 96.63587195349234, 137, 86, 78, 'Male', 95.20437727425738, 1.5632257672269516, 0.07874431, 51, 38.95951183875226, 103, 'High Risk'),
(15461, 82, 16, '13:45.8', 37.038037322737374, 99.63661853766214, 117, 81, 47, 'Male', 70.04854869209376, 1.812695913135921, 0.13981215577521228, 36, 21.318136101095828, 93, 'Low Risk'),
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(15640, 99, 14, '14:45.8', 36.76409916717874, 96.71349490342297, 125, 83, 48, 'Female', 94.33957026453706, 1.852328925177993, 0.10743995693247003, 42, 27.495250233817487, 97, 'High Risk'),
(15641, 68, 12, '13:45.8', 37.242202099706766, 95.66312323243366, 134, 77, 79, 'Male', 76.05081736332014, 1.6406976956735935, 0.11808972627702109, 57, 28.251840763427662, 96, 'Low Risk'),
(15642, 71, 16, '12:45.8', 37.44665383555433, 97.09185262542488, 117, 86, 33, 'Male', 90.63582589246627, 1.6723184802189066, 0.10043789244939286, 31, 32.40872296626213, 96.33333333333333, 'High Risk'),
(15643, 71, 14, '11:45.8', 36.95305895819974, 97.25323408836697, 136, 79, 45, 'Female', 88.73463491034462, 1.568074659531837, 0.12948655139750814, 57, 36.087740705268985, 98, 'High Risk'),
(15644, 77, 19, '10:45.8', 36.21833948, 98.88473072617653, 130, 75, 70, 'Female', 85.13943188, 1.9283212392436808, 0.10900771545124453, 55, 22.896651730556414, 93.33333333333333, 'Low Risk'),
(15645, 97, 16, '09:45.8', 37.22541092237648, 98.48257627376246, 124, 82, 69, 'Female', 74.32996212711706, 1.9367777671943354, 0.06170514, 42, 19.815467792237076, 96, 'High Risk'),
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(15647, 61, 14, '07:45.8', 36.45168640973009, 99.72169575741569, 127, 80, 73, 'Female', 87.30080540361884, 1.7227370984095085, 0.083023264, 47, 29.415771142999347, 95.66666666666667, 'Low Risk'),
(15648, 74, 14, '06:45.8', 36.058359467185106, 96.50812252471725, 139, 72, 55, 'Female', 55.77885838455897, 1.9490824273134049, 0.13282630622914204, 67, 14.68281103309596, 94.33333333333333, 'High Risk'),
(15649, 68, 18, '05:45.8', 37.128111439875006, 95.73506925, 134, 70, 26, 'Male', 52.981968337510395, 1.8057027176266138, 0.061990543, 64, 16.249334743671696, 91.33333333333333, 'High Risk'),
(15650, 62, 12, '04:45.8', 36.41899144304774, 95.67580304853149, 131, 79, 41, 'Female', 97.16024589123828, 1.9966815828069806, 0.096750489, 52, 24.370867084809454, 96.33333333333333, 'Low Risk'),
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(15654, 91, 17, '00:45.8', 36.86586400825894, 99.36701453172047, 117, 77, 18, 'Male', 51.658394893955936, 1.6087081240770302, 0.1155058941915506, 40, 19.961188588411147, 90.33333333333333, 'High Risk'),
(15655, 69, 17, '59:45.8', 37.12058417949574, 95.09918494964137, 117, 77, 65, 'Male', 79.98626720273458, 1.6440359327125045, 0.12216599274144144, 40, 29.593260613209615, 90.33333333333333, 'Low Risk'),
(15656, 66, 14, '58:45.8', 36.645689242021476, 95.10525068778598, 130, 87, 59, 'Male', 87.61097864, 1.6679707948758606, 0.087030392, 43, 31.490651613447188, 101.33333333333333, 'High Risk'),
(15657, 92, 14, '57:45.8', 37.381615733236934, 99.11449927610084, 131, 79, 70, 'Female', 81.00201456451386, 1.7928052155958247, 0.10258733134643228, 52, 25.20168658236174, 96.33333333333333, 'High Risk'),
(15658, 61, 17, '56:45.8', 36.04041901053854, 96.03550477099725, 130, 85, 27, 'Male', 93.58175605479644, 1.7484523030682384, 0.098280072, 45, 30.61142954572143, 100, 'High Risk'),
(15659, 89, 15, '55:45.8', 36.25063886168782, 95.34661884955521, 138, 83, 51, 'Male', 92.32180941920575, 1.9084152710850473, 0.13492677980563345, 55, 25.34886634, 101.33333333333333, 'Low Risk'),
(15660, 88, 18, '54:45.8', 37.02964759, 96.02163697862096, 121, 73, 49, 'Male', 51.02574691732238, 1.6857218387452022, 0.088297049, 48, 17.956328595930273, 89, 'High Risk'),
(15661, 90, 13, '53:45.8', 36.173517215664134, 99.00478239672799, 137, 77, 28, 'Male', 58.401873195544255, 1.881118092996911, 0.087027745, 60, 16.504206764434482, 97, 'High Risk'),
(15662, 66, 12, '52:45.8', 36.323121615058454, 98.36113845157733, 132, 73, 85, 'Male', 51.02360818111451, 1.9046936126295178, 0.076165024, 59, 14.064390498419172, 92.66666666666666, 'High Risk'),
(15663, 93, 16, '51:45.8', 36.58140156539749, 96.33281937, 117, 70, 27, 'Female', 71.53995015935443, 1.896258473949041, 0.060151449, 47, 19.895440725724665, 85.66666666666667, 'High Risk'),
(15664, 98, 12, '50:45.8', 36.08498187069794, 96.06507526269688, 136, 89, 50, 'Male', 70.59483970875448, 1.5317312010754547, 0.1316299997696451, 47, 30.089005837640055, 104.66666666666667, 'High Risk'),
(15665, 60, 13, '49:45.8', 36.957771244485514, 96.48519750589749, 130, 85, 24, 'Female', 62.27930302472548, 1.9902580534307237, 0.051679668620181876, 45, 15.722621655369302, 100, 'High Risk'),
(15666, 80, 12, '48:45.8', 36.18836212167252, 98.55624705784274, 120, 89, 81, 'Female', 92.95444362, 1.9700819928746987, 0.11333079487038195, 31, 23.949781349502857, 99.33333333333333, 'Low Risk'),
(15667, 93, 18, '47:45.8', 37.130312051718796, 95.07461826244236, 135, 76, 81, 'Female', 66.88588602, 1.9218111823237036, 0.13889210201476854, 59, 18.109774906584086, 95.66666666666666, 'High Risk'),
(15668, 61, 19, '46:45.8', 36.32966292114659, 96.11750369, 132, 74, 24, 'Female', 93.23172429208834, 1.8791096151544484, 0.059521836, 58, 26.403377611169187, 93.33333333333333, 'Low Risk'),
(15669, 98, 13, '45:45.8', 36.23767229028293, 95.42978278644289, 126, 70, 44, 'Female', 56.475836701099986, 1.5975140500583345, 0.091548233, 56, 22.129586595251155, 88.66666666666666, 'High Risk'),
(15670, 78, 14, '44:45.8', 37.427873376822795, 95.49741352080588, 120, 79, 72, 'Male', 50.72063489535438, 1.9390892448214858, 0.064162243, 41, 13.489289833068645, 92.66666666666667, 'High Risk'),
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(15672, 78, 17, '42:45.8', 36.65713338947704, 98.46525701209104, 114, 82, 54, 'Male', 97.43291364472483, 1.7538704154902878, 0.063550735, 32, 31.67456688519652, 92.66666666666667, 'High Risk'),
(15673, 93, 14, '41:45.8', 37.45813297292435, 98.47811125390317, 123, 83, 69, 'Male', 71.14543636, 1.508612658007778, 0.081946281, 40, 31.260185637993242, 96.33333333333333, 'High Risk'),
(15674, 62, 15, '40:45.8', 37.49252662055584, 95.80422742034942, 111, 75, 32, 'Male', 82.18053030786409, 1.8719978421500618, 0.053029137703242406, 36, 23.450831805759442, 87, 'Low Risk'),
(15675, 98, 19, '39:45.8', 36.419206918903015, 98.39070211328318, 111, 83, 25, 'Male', 69.33284223444109, 1.8554254318243653, 0.096339485, 28, 20.139653482781682, 92.33333333333333, 'High Risk'),
(15676, 61, 18, '38:45.8', 36.63707508348423, 99.40449419498923, 138, 82, 72, 'Female', 71.80003952088764, 1.8997384271277296, 0.081541955, 56, 19.894685046356187, 100.66666666666666, 'Low Risk'),
(15677, 87, 13, '37:45.8', 37.130022025347664, 96.34494854999741, 119, 72, 33, 'Male', 93.23458256834064, 1.9823738425670254, 0.1110076884730421, 47, 23.724983203217274, 87.66666666666667, 'Low Risk'),
(15678, 75, 14, '36:45.8', 36.30987525574577, 96.52765617079302, 136, 70, 65, 'Male', 92.39645725410348, 1.767903548, 0.14127581223695546, 66, 29.56229761308459, 92, 'Low Risk'),
(15679, 64, 16, '35:45.8', 36.87297196623559, 95.27561101064379, 138, 86, 89, 'Male', 58.60691513, 1.9171950501438315, 0.14415443923799565, 52, 15.944696758721216, 103.33333333333333, 'High Risk'),
(15680, 95, 14, '34:45.8', 36.887779947714215, 95.21795674288964, 118, 87, 20, 'Female', 50.65543123959808, 1.7991697781198572, 0.14509722679756615, 31, 15.648824580553491, 97.33333333333333, 'High Risk'),
(15681, 71, 12, '33:45.8', 36.38796745, 99.24439177258088, 136, 82, 39, 'Male', 75.25043830438895, 1.794596148787662, 0.077097212, 54, 23.365526474159683, 100, 'Low Risk'),
(15682, 63, 19, '32:45.8', 37.355148128775106, 95.44873273260063, 124, 77, 89, 'Male', 83.47611171967836, 1.907086533630703, 0.062917221, 47, 22.95204636775256, 92.66666666666667, 'Low Risk'),
(15683, 71, 16, '31:45.8', 36.23387420579993, 99.12869756375198, 130, 80, 54, 'Female', 93.84546349, 1.6215477752060263, 0.1273683098341088, 50, 35.690594838226055, 96.66666666666666, 'High Risk'),
(15684, 87, 14, '30:45.8', 36.24058051027679, 96.36850278119226, 123, 72, 77, 'Female', 78.32653868664849, 1.6430485666095587, 0.081372578, 51, 29.01403518712431, 89, 'Low Risk'),
(15685, 90, 16, '29:45.8', 36.74726601420664, 95.03290928, 136, 77, 48, 'Male', 90.85158186944537, 1.8024353186959226, 0.14209538437429253, 59, 27.96489003259927, 96.66666666666666, 'Low Risk'),
(15686, 90, 15, '28:45.8', 36.65455291202764, 99.09785903121264, 134, 75, 78, 'Female', 81.87211238969877, 1.680966041576211, 0.11661209575828807, 59, 28.97464447272543, 94.66666666666666, 'Low Risk'),
(15687, 74, 13, '27:45.8', 37.048266749698655, 99.82341159680509, 133, 76, 31, 'Female', 70.95904669387261, 1.9666346246457835, 0.074049494, 57, 18.346803522721807, 95, 'High Risk'),
(15688, 97, 14, '26:45.8', 37.43544378129658, 96.40063433861624, 130, 85, 32, 'Female', 51.396696202620525, 1.6453644129568346, 0.050955324519788896, 45, 18.98501758, 100, 'High Risk'),
(15689, 74, 14, '25:45.8', 36.13552637622434, 98.05287464674535, 112, 73, 80, 'Male', 53.854742033814844, 1.9161842885877058, 0.057933378445940646, 39, 14.667273829884504, 86, 'High Risk'),
(15690, 67, 15, '24:45.8', 36.86781698311965, 99.44384585751214, 138, 74, 60, 'Female', 54.55670677, 1.6406910679418996, 0.10393999172945123, 64, 20.26723575733688, 95.33333333333333, 'Low Risk'),
(15691, 86, 16, '23:45.8', 36.51520286229427, 96.72548014132255, 111, 84, 82, 'Female', 63.59345231761807, 1.9086071220060397, 0.13263282624917566, 27, 17.457390319602883, 93, 'High Risk'),
(15692, 77, 19, '22:45.8', 36.87107030045797, 98.50361936844317, 111, 70, 38, 'Male', 69.57797071940917, 1.727029312473133, 0.056576476, 41, 23.32772251, 83.66666666666667, 'Low Risk'),
(15693, 92, 13, '21:45.8', 36.359976324501446, 99.52723517, 119, 75, 57, 'Female', 57.83690191042328, 1.6563072247796158, 0.085074166, 44, 21.082554370146127, 89.66666666666667, 'High Risk'),
(15694, 88, 12, '20:45.8', 36.109995079442584, 95.45763156904545, 116, 86, 27, 'Male', 83.53264440029608, 1.9770998854948205, 0.1119753116247415, 30, 21.369728680940188, 96, 'Low Risk'),
(15695, 98, 15, '19:45.8', 36.90076875912649, 99.93073528, 115, 79, 36, 'Female', 52.74636054266035, 1.8292460332384146, 0.063394759, 36, 15.763340442804342, 91, 'High Risk'),
(15696, 91, 17, '18:45.8', 36.18480830728897, 99.72331250980734, 119, 70, 26, 'Male', 56.18452847701373, 1.6712958259963182, 0.059391601, 49, 20.114538991479208, 86.33333333333333, 'High Risk'),
(15697, 93, 12, '17:45.8', 37.20769468863803, 99.11739250855037, 116, 85, 39, 'Male', 77.25596312407325, 1.5305704155517112, 0.074392812, 31, 32.97808111847557, 95.33333333333333, 'High Risk'),
(15698, 62, 14, '16:45.8', 37.47400106, 99.78322764399283, 134, 71, 40, 'Male', 55.31589893708178, 1.6554097034941884, 0.10210188468653661, 63, 20.185475361091427, 92, 'Low Risk'),
(15699, 72, 15, '15:45.8', 36.76302067934707, 98.41631178897939, 136, 75, 80, 'Male', 97.92028519465558, 1.6630118974568247, 0.063023911, 61, 35.40641514439343, 95.33333333333333, 'High Risk'),
(15700, 64, 19, '14:45.8', 37.474088461835166, 96.84109413350066, 133, 81, 29, 'Female', 73.46635996981432, 1.7760544659423267, 0.12481134854651249, 52, 23.29034717138662, 98.33333333333333, 'Low Risk'),
(15701, 87, 14, '13:45.8', 37.04966321925061, 98.07066815246291, 124, 85, 66, 'Male', 74.10977592665627, 1.7962942345393555, 0.097877687, 39, 22.967860844285667, 98, 'Low Risk'),
(15702, 78, 19, '12:45.8', 36.582362178336105, 95.83667019665258, 120, 80, 52, 'Female', 86.14913370691221, 1.868264007460469, 0.066447228, 40, 24.68166312709429, 93.33333333333333, 'Low Risk'),
(15703, 82, 17, '11:45.8', 37.04593288180843, 98.20278057268328, 113, 72, 85, 'Female', 65.57789431812459, 1.944464215104672, 0.11785521500920235, 41, 17.344331176888815, 85.66666666666667, 'High Risk'),
(15704, 91, 18, '10:45.8', 37.17923951375494, 95.27724271, 116, 86, 68, 'Female', 73.21040256466948, 1.607702352622236, 0.089896015, 30, 28.324450965729515, 96, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(15705, 88, 12, '09:45.8', 37.42205117825033, 98.48546543, 128, 81, 54, 'Female', 75.87768348762908, 1.8590219566682922, 0.12413037535589075, 47, 21.955585604703742, 96.66666666666667, 'Low Risk'),
(15706, 60, 19, '08:45.8', 36.85454386308191, 95.62307918697294, 138, 77, 63, 'Female', 81.19310682292348, 1.7985629709184694, 0.071005123, 61, 25.099661477571047, 97.33333333333333, 'Low Risk'),
(15707, 70, 16, '07:45.8', 36.125863377998336, 97.20743730357385, 126, 87, 56, 'Male', 81.71842719794486, 1.5491701076508286, 0.077561875, 39, 34.05036585843108, 100, 'High Risk'),
(15708, 69, 16, '06:45.8', 36.476836691953324, 95.03441570676615, 136, 74, 28, 'Female', 76.22796433995453, 1.5102664409596536, 0.1379762720760102, 62, 33.420056340665575, 94.66666666666666, 'High Risk'),
(15709, 82, 18, '05:45.8', 37.077858402292144, 99.39993679965414, 132, 82, 56, 'Female', 90.39504214765506, 1.8069519373642722, 0.098870122, 50, 27.685438690632935, 98.66666666666666, 'Low Risk'),
(15710, 96, 19, '04:45.8', 36.191479205171845, 97.56479602521772, 118, 84, 63, 'Female', 68.09759461329179, 1.5580784351176886, 0.13802412628026764, 34, 28.05130940120894, 95.33333333333333, 'High Risk'),
(15711, 66, 13, '03:45.8', 37.08570695317458, 95.54690927371654, 125, 73, 40, 'Male', 62.45641217682524, 1.6504677534744052, 0.067708702, 52, 22.927829595196382, 90.33333333333333, 'Low Risk'),
(15712, 76, 18, '02:45.8', 36.118026806777884, 95.60714019471847, 134, 77, 29, 'Male', 80.78170797969257, 1.6455063968448052, 0.051729797, 57, 29.83416459561639, 96, 'Low Risk'),
(15713, 78, 14, '01:45.8', 36.014873778663755, 95.43771061758865, 113, 75, 63, 'Female', 94.66229934921103, 1.9125622610584325, 0.052820977510458944, 38, 25.878904346297187, 87.66666666666667, 'Low Risk'),
(15714, 96, 14, '00:45.8', 37.44384858230275, 98.13117587933334, 130, 71, 39, 'Male', 79.42982579568576, 1.6111845303961039, 0.077751893, 59, 30.598000209037497, 90.66666666666666, 'High Risk'),
(15715, 67, 17, '59:45.8', 37.37804324240161, 98.88309033625873, 133, 73, 26, 'Female', 90.7410908, 1.8357475685618798, 0.14184126288892934, 60, 26.926386310646986, 93, 'Low Risk'),
(15716, 72, 18, '58:45.8', 36.01919626896924, 99.77564873399504, 124, 83, 67, 'Female', 52.60717519091371, 1.7269672715478426, 0.14095999543718044, 41, 17.63911404359468, 96.66666666666667, 'High Risk'),
(15717, 97, 18, '57:45.8', 36.093653044381114, 98.14787538, 121, 89, 68, 'Male', 77.60214109240191, 1.8382129262560545, 0.076154643, 32, 22.965826124625746, 99.66666666666667, 'High Risk'),
(15718, 62, 16, '56:45.8', 36.37080061522918, 95.8847566, 135, 83, 54, 'Male', 68.48763239229498, 1.634447429970725, 0.10307684854502425, 52, 25.637179244552183, 100.33333333333333, 'Low Risk'),
(15719, 65, 13, '55:45.8', 37.48802444479797, 97.14952305, 134, 83, 73, 'Male', 59.701126962259224, 1.8325323187675069, 0.12468720089820276, 51, 17.777850263185037, 100, 'High Risk'),
(15720, 93, 15, '54:45.8', 36.66717434374538, 98.57421414254881, 138, 79, 74, 'Male', 85.64219605024297, 1.5476910231074197, 0.085526524, 59, 35.753558071520565, 98.66666666666666, 'High Risk'),
(15721, 71, 15, '53:45.8', 36.394996650841044, 96.75527986621805, 129, 82, 46, 'Female', 57.329808938119406, 1.6156391211532202, 0.1304226985586125, 47, 21.963005640747518, 97.66666666666667, 'Low Risk'),
(15722, 70, 17, '52:45.8', 36.121067908975384, 95.79384646038304, 132, 81, 44, 'Female', 73.95342764909708, 1.814655021435179, 0.10402747659578702, 51, 22.457952460954964, 98, 'Low Risk'),
(15723, 70, 15, '51:45.8', 37.26356181419216, 98.25622756, 122, 82, 25, 'Male', 60.04982262185307, 1.5339517589476372, 0.11881100133898476, 40, 25.52044984675998, 95.33333333333333, 'Low Risk'),
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(15901, 72, 13, '53:45.8', 36.93509874654018, 98.99608766024595, 133, 85, 82, 'Male', 55.52596866184127, 1.5756119082219655, 0.055018351, 48, 22.366479679018408, 101, 'Low Risk'),
(15902, 65, 12, '52:45.8', 36.76299682343575, 98.8379175, 133, 81, 57, 'Male', 64.58605865590548, 1.7160027380830005, 0.10336828243102852, 52, 21.93324196335809, 98.33333333333333, 'Low Risk'),
(15903, 98, 14, '51:45.8', 36.096002952553064, 97.06604623, 133, 78, 48, 'Male', 52.77117927147227, 1.624511622096646, 0.14904288226630846, 55, 19.99636953502308, 96.33333333333333, 'High Risk'),
(15904, 84, 16, '50:45.8', 37.38335122, 96.70706000441423, 115, 87, 60, 'Male', 83.64068535565006, 1.7608965660106697, 0.13305604943847843, 28, 26.974281767732965, 96.33333333333333, 'Low Risk'),
(15905, 95, 16, '49:45.8', 37.161797353571565, 95.73388229868867, 132, 86, 43, 'Female', 78.14533613263296, 1.6789109742059167, 0.13514250539862388, 46, 27.723478944997265, 101.33333333333333, 'High Risk'),
(15906, 91, 18, '48:45.8', 36.16405366202494, 95.59500677021427, 139, 89, 20, 'Male', 98.00148824, 1.9023758956829804, 0.088300255, 50, 27.079460132853114, 105.66666666666666, 'High Risk'),
(15907, 79, 13, '47:45.8', 36.470565524647206, 99.64204498582842, 131, 81, 84, 'Male', 67.07933869180113, 1.6645771984230275, 0.10881406071428446, 50, 24.209225167653027, 97.66666666666666, 'Low Risk'),
(15908, 87, 13, '46:45.8', 36.874676411064236, 97.97569670058664, 135, 89, 26, 'Male', 93.29463868690797, 1.9670748350208078, 0.13264765460065225, 46, 24.11098329735101, 104.33333333333333, 'Low Risk'),
(15909, 76, 18, '45:45.8', 36.13405509, 97.65247540855297, 125, 81, 82, 'Female', 59.63963085069539, 1.8907016785908595, 0.054050361, 44, 16.683567665515582, 95.66666666666667, 'High Risk'),
(15910, 71, 13, '44:45.8', 36.007058729314636, 95.17318804424241, 128, 72, 87, 'Male', 63.884051267049294, 1.941109162759024, 0.054748863, 56, 16.954794499193422, 90.66666666666666, 'High Risk'),
(15911, 84, 12, '43:45.8', 36.733153604157415, 95.82881327533671, 122, 83, 82, 'Female', 86.88074911943002, 1.6477756202385772, 0.096247983, 39, 31.998337224332836, 96, 'High Risk'),
(15912, 79, 14, '42:45.8', 36.12737219321626, 97.5720806, 112, 80, 40, 'Male', 55.70909302, 1.5163447951685294, 0.1096268151753009, 32, 24.22870254271937, 90.66666666666667, 'Low Risk'),
(15913, 80, 19, '41:45.8', 36.13959731923421, 95.94943732987159, 138, 74, 76, 'Male', 94.55964581232479, 1.701715283838665, 0.090414658, 64, 32.653672892602444, 95.33333333333333, 'High Risk'),
(15914, 65, 16, '40:45.8', 37.15265301066462, 95.46202024877037, 138, 82, 30, 'Male', 72.80287143, 1.5402997036691317, 0.1165531622557348, 56, 30.685842031121346, 100.66666666666666, 'High Risk'),
(15915, 70, 17, '39:45.8', 36.45684091468727, 98.85106821120898, 133, 89, 57, 'Female', 93.80203602629743, 1.6896158944018649, 0.12103239720253015, 44, 32.85763435697777, 103.66666666666667, 'High Risk'),
(15916, 82, 14, '38:45.8', 36.45981191, 99.86546553161077, 127, 72, 18, 'Female', 85.94240417385717, 1.843231333937257, 0.09225808, 55, 25.29576450211791, 90.33333333333333, 'Low Risk'),
(15917, 90, 13, '37:45.8', 36.24448956100331, 97.89136969189039, 119, 85, 61, 'Male', 83.26553065979452, 1.7174166086961185, 0.1381974044046332, 34, 28.23019884080297, 96.33333333333333, 'Low Risk'),
(15918, 95, 18, '36:45.8', 36.881757259144486, 96.53989501430001, 111, 72, 86, 'Female', 79.62090692008805, 1.5926155903191521, 0.11599410148467916, 39, 31.39100315329226, 85, 'High Risk'),
(15919, 99, 19, '35:45.8', 36.13434296356673, 97.93255407616425, 132, 73, 28, 'Female', 75.60343505362064, 1.537728926571597, 0.14109088766250547, 59, 31.972894899691514, 92.66666666666666, 'High Risk'),
(15920, 77, 16, '34:45.8', 37.44733172478963, 97.38214350195935, 122, 78, 70, 'Male', 61.26208114732652, 1.6926743137884939, 0.063437541, 44, 21.381833259665644, 92.66666666666667, 'Low Risk'),
(15921, 63, 18, '33:45.8', 37.07873161, 99.64410568, 113, 73, 24, 'Male', 78.74243744177116, 1.677551455682642, 0.091338196, 40, 27.98060841851455, 86.33333333333333, 'Low Risk'),
(15922, 97, 13, '32:45.8', 36.76063792467063, 98.82186244007768, 123, 79, 24, 'Male', 91.40935600998256, 1.896200834414866, 0.056699463, 44, 25.422718146096106, 93.66666666666667, 'High Risk'),
(15923, 95, 18, '31:45.8', 36.37655503642081, 95.76163055329596, 127, 74, 61, 'Female', 57.22897122652235, 1.5483439113446178, 0.14829796935440198, 53, 23.87157520698463, 91.66666666666666, 'High Risk'),
(15924, 62, 16, '30:45.8', 37.147607541130654, 99.14035543875023, 111, 88, 65, 'Female', 64.51292834, 1.5116804240945139, 0.090462485, 23, 28.231033504722753, 95.66666666666667, 'Low Risk'),
(15925, 64, 19, '29:45.8', 36.95128838744255, 96.02833744, 112, 76, 64, 'Male', 92.94171395453013, 1.8143550447379466, 0.074614129, 36, 28.23359131334421, 88, 'Low Risk'),
(15926, 96, 15, '28:45.8', 36.89973807585991, 99.02071884280106, 134, 74, 60, 'Female', 62.519229413669834, 1.7862794326877112, 0.098253809, 60, 19.59362630956853, 94, 'High Risk'),
(15927, 80, 15, '27:45.8', 36.295183789180136, 95.71298397455223, 129, 72, 82, 'Female', 61.67885361297267, 1.7276371895817477, 0.13153653286850459, 57, 20.664799919720316, 91, 'Low Risk'),
(15928, 80, 14, '26:45.8', 36.99677955803179, 95.20643929, 136, 82, 37, 'Female', 75.50887240795556, 1.671047164321502, 0.12501597893269994, 54, 27.040864338447587, 100, 'Low Risk'),
(15929, 89, 12, '25:45.8', 37.19192897759535, 98.13392967709453, 125, 71, 27, 'Male', 77.03750750184469, 1.5458407082128716, 0.052221066, 54, 32.23834535340737, 89, 'High Risk'),
(15930, 75, 17, '24:45.8', 36.543468129227215, 97.94642185552384, 131, 75, 22, 'Male', 51.11345955032826, 1.9735280050932396, 0.086795337, 56, 13.12347020180594, 93.66666666666666, 'High Risk'),
(15931, 78, 14, '23:45.8', 37.357369465425734, 95.57713335273382, 133, 80, 55, 'Male', 78.99731973415786, 1.6473073434801682, 0.1178074364633585, 53, 29.11139973033315, 97.66666666666666, 'Low Risk'),
(15932, 96, 16, '22:45.8', 36.82779748992498, 99.27835902199148, 115, 73, 24, 'Female', 73.48593182385575, 1.6315825318815946, 0.076235548, 42, 27.604895759678826, 87, 'High Risk'),
(15933, 61, 15, '21:45.8', 36.31151808171798, 97.87351144895393, 132, 89, 25, 'Male', 52.91492115204293, 1.762168242721783, 0.11840310323629626, 43, 17.040542344848518, 103.33333333333333, 'High Risk'),
(15934, 95, 12, '20:45.8', 36.70443738939653, 95.01949780951165, 132, 77, 83, 'Male', 55.352257861194886, 1.9403871261013037, 0.058389000494836335, 55, 14.701395854232812, 95.33333333333333, 'High Risk'),
(15935, 72, 13, '19:45.8', 36.44636398735953, 95.60462920180463, 114, 75, 45, 'Female', 77.46047478, 1.6298344037157133, 0.0881197, 39, 29.160380908638942, 88, 'Low Risk'),
(15936, 60, 19, '18:45.8', 37.46101583642832, 98.11444657231695, 110, 85, 33, 'Male', 55.239789633692986, 1.5970805643504962, 0.13598771658412484, 25, 21.657003507308914, 93.33333333333333, 'Low Risk'),
(15937, 69, 15, '17:45.8', 36.402841578111094, 96.93480092750434, 128, 89, 43, 'Male', 99.13766282788384, 1.7654382994979299, 0.12388141095368461, 39, 31.807796798746445, 102, 'High Risk'),
(15938, 74, 15, '16:45.8', 36.18735406626839, 95.41572413961399, 113, 73, 65, 'Male', 78.77647274202556, 1.7174111026589833, 0.11937585870835993, 40, 26.708407805958856, 86.33333333333333, 'Low Risk'),
(15939, 94, 12, '15:45.8', 36.11206891369648, 96.40051516816645, 129, 89, 49, 'Male', 74.45583938041447, 1.977432958340505, 0.12182073334996914, 40, 19.04124001211204, 102.33333333333333, 'High Risk'),
(15940, 74, 12, '14:45.8', 37.264506316539645, 97.32676405, 125, 79, 34, 'Male', 70.78013199281543, 1.8201300249142007, 0.061395019, 46, 21.36517923295305, 94.33333333333333, 'Low Risk'),
(15941, 68, 14, '13:45.8', 36.70553960071198, 97.97093190276394, 124, 72, 83, 'Female', 56.36744758598868, 1.9681342430403654, 0.058384750190866176, 52, 14.551874296563742, 89.33333333333333, 'High Risk'),
(15942, 65, 13, '12:45.8', 36.62578043298929, 99.16558416351063, 127, 76, 35, 'Female', 89.23295184428467, 1.815582759657266, 0.06350922, 51, 27.07030565645685, 93, 'Low Risk'),
(15943, 93, 19, '11:45.8', 37.353228835934146, 97.48382768370105, 117, 73, 45, 'Female', 92.72730863329821, 1.9740326926493492, 0.082033523, 44, 23.79572673725565, 87.66666666666667, 'High Risk'),
(15944, 65, 16, '10:45.8', 36.15252240454486, 95.98914613860596, 122, 80, 54, 'Female', 86.13742057242325, 1.5502701136371637, 0.14086419043118253, 42, 35.840751975950226, 94, 'High Risk'),
(15945, 95, 14, '09:45.8', 36.103318763908035, 98.50028985471738, 138, 78, 54, 'Male', 59.28887948781954, 1.7914116558453326, 0.087911077, 60, 18.474915101631314, 98, 'High Risk'),
(15946, 67, 17, '08:45.8', 36.488628108638466, 95.88229499988688, 139, 82, 54, 'Male', 63.646121344085884, 1.824641989578779, 0.12230462159050161, 57, 19.11686233815689, 101, 'Low Risk'),
(15947, 96, 12, '07:45.8', 36.54131775512887, 95.87064694263469, 123, 85, 19, 'Male', 74.45578874441432, 1.8609461708416735, 0.11136811620715946, 38, 21.4996231, 97.66666666666667, 'High Risk'),
(15948, 79, 14, '06:45.8', 37.43806062035128, 95.89182158873864, 113, 72, 78, 'Female', 62.39147024210027, 1.5591035017457857, 0.11358820374788543, 41, 25.667012722480877, 85.66666666666667, 'Low Risk'),
(15949, 94, 17, '05:45.8', 37.30692907164648, 98.92619443873416, 134, 70, 52, 'Female', 90.50785999061264, 1.637650778344005, 0.14344115841524518, 64, 33.74766306244397, 91.33333333333333, 'High Risk'),
(15950, 75, 18, '04:45.8', 36.69916931514961, 97.56881884, 138, 80, 29, 'Male', 57.02302045, 1.7595978164433603, 0.14154833299918163, 58, 18.41719086877344, 99.33333333333333, 'High Risk'),
(15951, 89, 14, '03:45.8', 37.02937475670357, 99.81592632917665, 122, 74, 77, 'Female', 77.47702424690841, 1.7554365619010603, 0.11604678530929795, 48, 25.142163880499815, 90, 'Low Risk'),
(15952, 83, 17, '02:45.8', 37.35359874, 95.26909255986823, 127, 83, 44, 'Male', 94.12438447203266, 1.8839431216143903, 0.089195104, 44, 26.51957595819562, 97.66666666666667, 'Low Risk'),
(15953, 89, 12, '01:45.8', 36.99175544441268, 95.51432403251493, 110, 84, 58, 'Female', 91.43963515343847, 1.7315161278471844, 0.067862588, 26, 30.498705225100487, 92.66666666666667, 'High Risk'),
(15954, 86, 17, '00:45.8', 36.91037367548046, 95.55957894627034, 125, 86, 20, 'Male', 89.05927821789413, 1.6960339951964691, 0.092941358, 39, 30.96064966151255, 99, 'High Risk'),
(15955, 67, 16, '59:45.8', 36.28045253538758, 97.44210918275238, 139, 73, 56, 'Female', 90.97529837096259, 1.7343077476797557, 0.093827527, 66, 30.24622372112972, 95, 'High Risk'),
(15956, 82, 14, '58:45.8', 36.839998460896865, 97.41457207105678, 136, 75, 29, 'Female', 74.48955788679696, 1.5159734998740544, 0.085845891, 61, 32.412473699121904, 95.33333333333333, 'High Risk'),
(15957, 81, 13, '57:45.8', 36.39576380959127, 96.31221021556699, 118, 83, 24, 'Female', 50.439527954954954, 1.7908973655200353, 0.054182942, 35, 15.726410885374827, 94.66666666666667, 'High Risk'),
(15958, 97, 12, '56:45.8', 36.42053692816779, 98.16192165810756, 130, 70, 65, 'Male', 86.35348029, 1.8812443066670514, 0.081012288, 60, 24.399978764135465, 90, 'High Risk'),
(15959, 65, 15, '55:45.8', 36.56304249661612, 97.51521463708646, 121, 84, 73, 'Female', 92.05105419254681, 1.5294162557737525, 0.08643312, 37, 39.35295625160906, 96.33333333333333, 'High Risk'),
(15960, 89, 13, '54:45.8', 36.02871608274218, 97.64610981200256, 125, 87, 38, 'Female', 77.87987969519605, 1.713316545116499, 0.1367477119829753, 38, 26.530782202039354, 99.66666666666667, 'Low Risk'),
(15961, 88, 17, '53:45.8', 37.3873282, 96.54371506584906, 132, 74, 74, 'Male', 97.66215375206461, 1.8127491593120226, 0.11874081727636447, 58, 29.720141500345143, 93.33333333333333, 'Low Risk'),
(15962, 82, 16, '52:45.8', 36.699854948330795, 97.00518114171732, 136, 74, 72, 'Female', 71.01260732875237, 1.5847534347028065, 0.12742829239140724, 62, 28.275614711777354, 94.66666666666666, 'Low Risk'),
(15963, 61, 13, '51:45.8', 37.14169050703088, 99.60684095214614, 124, 80, 49, 'Female', 54.41356884976663, 1.6704206144168932, 0.12610566130116208, 44, 19.500939246030654, 94.66666666666667, 'Low Risk'),
(15964, 64, 17, '50:45.8', 36.56013355397559, 95.49761349, 136, 84, 51, 'Male', 60.91903994934462, 1.5738230022016513, 0.10234917159882116, 52, 24.59468550603974, 101.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(15965, 82, 17, '49:45.8', 37.217580942200364, 97.78470139839654, 139, 76, 21, 'Male', 83.72890142339119, 1.8258638339159585, 0.050745461, 63, 25.11531446845025, 97, 'Low Risk'),
(15966, 64, 17, '48:45.8', 37.05636980421404, 99.09061595, 117, 83, 39, 'Female', 98.99547809208846, 1.9086061172920523, 0.1280571918973357, 34, 27.175824828521698, 94.33333333333333, 'Low Risk'),
(15967, 72, 14, '47:45.8', 36.227665381225854, 96.02399987311856, 139, 82, 58, 'Male', 61.408467743674585, 1.720673960767777, 0.078361689, 57, 20.74106669625264, 101, 'Low Risk'),
(15968, 71, 13, '46:45.8', 36.439542675012596, 98.91077873602184, 114, 88, 37, 'Male', 83.62611675177374, 1.6042908197886612, 0.14892276875025517, 26, 32.49194681849728, 96.66666666666667, 'High Risk'),
(15969, 99, 16, '45:45.8', 37.17596621213294, 97.75386442559505, 139, 86, 22, 'Female', 51.36944963457901, 1.6627425856828508, 0.076606415, 53, 18.580392025000567, 103.66666666666666, 'High Risk'),
(15970, 90, 14, '44:45.8', 37.029874636295226, 99.60759674, 133, 77, 49, 'Male', 80.70988180044834, 1.6972175086373875, 0.11298650418060448, 56, 28.018940218574905, 95.66666666666666, 'Low Risk'),
(15971, 83, 17, '43:45.8', 36.91791020596937, 99.74888156624682, 139, 70, 50, 'Male', 83.87889953677768, 1.9737118410130288, 0.060924159, 69, 21.53204262128173, 93, 'Low Risk'),
(15972, 74, 12, '42:45.8', 37.15526471139218, 96.87112534448246, 117, 73, 88, 'Female', 81.48504174650859, 1.8770748766946015, 0.10513880240833856, 44, 23.126754934066966, 87.66666666666667, 'Low Risk'),
(15973, 89, 14, '41:45.8', 36.71625414, 99.46099816645999, 136, 82, 35, 'Female', 53.35973175800516, 1.9272966051410305, 0.070849256, 54, 14.36536035936438, 100, 'High Risk'),
(15974, 87, 18, '40:45.8', 37.044871434733345, 95.68106826, 110, 80, 79, 'Female', 83.93463022887718, 1.9914071829771904, 0.054951457, 30, 21.165134999638436, 90, 'Low Risk'),
(15975, 69, 14, '39:45.8', 36.11972173027333, 96.24483310299523, 138, 73, 66, 'Female', 55.86259563268114, 1.7633154471732095, 0.14374948838019508, 65, 17.966400930849492, 94.66666666666666, 'High Risk'),
(15976, 90, 17, '38:45.8', 36.95522629296671, 97.78864719383206, 122, 82, 46, 'Male', 68.39930960616853, 1.7961057539388965, 0.076253328, 40, 21.202540909730825, 95.33333333333333, 'Low Risk'),
(15977, 67, 18, '37:45.8', 36.427733330873025, 95.55297235, 139, 86, 56, 'Male', 60.61833213764182, 1.872752279434492, 0.057499989, 53, 17.28396245525963, 103.66666666666666, 'High Risk'),
(15978, 73, 17, '36:45.8', 36.887230197130705, 98.83931326947527, 117, 81, 67, 'Male', 73.33304814019345, 1.5669983826801739, 0.1309791763664382, 36, 29.86500836138786, 93, 'Low Risk'),
(15979, 90, 16, '35:45.8', 36.53473609750835, 95.90177080184114, 136, 79, 61, 'Male', 58.83058877813504, 1.633295026880628, 0.061990862, 57, 22.05331675849354, 98, 'Low Risk'),
(15980, 77, 16, '34:45.8', 36.43209793620346, 96.22342164966472, 135, 72, 37, 'Male', 61.511000906799055, 1.7850719993979105, 0.078304531, 63, 19.303733733965363, 93, 'Low Risk'),
(15981, 63, 17, '33:45.8', 37.27243612814325, 98.91847805212754, 136, 87, 67, 'Female', 52.150964870299475, 1.6535280437201727, 0.095823253, 49, 19.073887557554357, 103.33333333333333, 'Low Risk'),
(15982, 74, 19, '32:45.8', 37.33629446125336, 98.43011122055574, 129, 77, 59, 'Female', 57.09656621800712, 1.768163058111975, 0.089145407, 52, 18.262715986138883, 94.33333333333333, 'High Risk'),
(15983, 84, 16, '31:45.8', 36.34793950744028, 98.78369038698051, 111, 79, 25, 'Male', 89.19499217160252, 1.7543876326552375, 0.14444028214454133, 32, 28.979397860114666, 89.66666666666667, 'Low Risk'),
(15984, 76, 19, '30:45.8', 37.43248627078938, 95.69355251202447, 138, 77, 26, 'Male', 83.62447743598294, 1.7426448166306119, 0.098840056, 61, 27.536938789411522, 97.33333333333333, 'Low Risk'),
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(16179, 83, 14, '15:45.8', 36.33736922038861, 95.64606096113023, 113, 87, 76, 'Female', 96.62465620180016, 1.889864858697619, 0.071592292, 26, 27.05368709, 95.66666666666667, 'Low Risk'),
(16180, 63, 18, '14:45.8', 37.06459019, 98.36068177294418, 130, 79, 64, 'Female', 58.39138391026988, 1.7110909253656734, 0.053080762, 51, 19.943555785180365, 96, 'Low Risk'),
(16181, 95, 16, '13:45.8', 37.02044682121486, 99.43209454053253, 113, 78, 18, 'Female', 88.82281427358663, 1.7593545276788112, 0.11970517045603686, 35, 28.695764750440443, 89.66666666666667, 'High Risk'),
(16182, 62, 15, '12:45.8', 36.67321801323355, 98.12794078795143, 136, 77, 85, 'Male', 84.67829268509354, 1.767093748570322, 0.11809783873118888, 59, 27.11770375821935, 96.66666666666666, 'Low Risk'),
(16183, 78, 16, '11:45.8', 36.69103241052111, 99.23017055640985, 129, 84, 19, 'Female', 73.99686293560211, 1.9310026263743598, 0.13752603396601804, 45, 19.844838982202624, 99, 'Low Risk'),
(16184, 97, 12, '10:45.8', 37.325405793773044, 99.34253150148304, 112, 85, 37, 'Male', 80.33818721250711, 1.9028777143384525, 0.14378475369125965, 27, 22.187086069867586, 94, 'High Risk'),
(16185, 95, 16, '09:45.8', 37.21302123390333, 96.54037555747175, 137, 80, 69, 'Male', 89.8833777, 1.6937060139614664, 0.1123796009643466, 57, 31.333097133595977, 99, 'High Risk'),
(16186, 73, 14, '08:45.8', 36.91040541811401, 98.36491845, 125, 82, 38, 'Female', 64.55382098980877, 1.9620573626401268, 0.065966304, 43, 16.768667490292174, 96.33333333333333, 'High Risk'),
(16187, 87, 13, '07:45.8', 36.90246472014465, 99.79052144, 131, 85, 29, 'Male', 61.726216641038164, 1.5272601111201372, 0.07348076, 46, 26.463278094774697, 100.33333333333333, 'Low Risk'),
(16188, 60, 13, '06:45.8', 36.57215778777554, 97.34019430030695, 137, 83, 85, 'Female', 71.09501165671557, 1.8143241735159887, 0.14842919055520387, 54, 21.597792068987484, 101, 'Low Risk'),
(16189, 83, 14, '05:45.8', 36.21386870868913, 96.47849009160697, 113, 85, 71, 'Male', 62.39227408, 1.8516509375594985, 0.07241475, 28, 18.197535544035336, 94.33333333333333, 'High Risk'),
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(16193, 73, 13, '01:45.8', 37.32362468784433, 96.62941993277397, 114, 77, 77, 'Male', 50.10062667250785, 1.8823082076909778, 0.14269547537971594, 37, 14.140399720592905, 89.33333333333333, 'High Risk'),
(16194, 78, 17, '00:45.8', 37.34882372482143, 96.81028468, 138, 71, 56, 'Female', 82.75843198195841, 1.9669520648439551, 0.12110329714156272, 67, 21.39068543578054, 93.33333333333333, 'Low Risk'),
(16195, 84, 13, '59:45.8', 37.26892284737331, 96.06858212914116, 113, 76, 46, 'Female', 99.4749116, 1.8164277833006177, 0.096432074, 37, 30.149303923519007, 88.33333333333333, 'High Risk'),
(16196, 92, 16, '58:45.8', 36.121489329527066, 95.37725938138587, 110, 72, 67, 'Female', 84.85436899, 1.6185166595453864, 0.069660675, 38, 32.39215637, 84.66666666666667, 'High Risk'),
(16197, 97, 18, '57:45.8', 36.69392396868426, 96.25253812, 112, 85, 39, 'Female', 64.10024904, 1.961924038060333, 0.10629907951663947, 27, 16.653109595986006, 94, 'High Risk'),
(16198, 89, 16, '56:45.8', 36.78585407636399, 95.34977718730858, 139, 81, 68, 'Female', 51.04506252897211, 1.5892304908237682, 0.1408058279045401, 58, 20.210635171664258, 100.33333333333333, 'Low Risk'),
(16199, 88, 19, '55:45.8', 37.45299962337256, 96.90809018780924, 125, 75, 76, 'Male', 69.31411003453096, 1.6594729858095323, 0.12212638958817584, 50, 25.16988767, 91.66666666666666, 'Low Risk'),
(16200, 85, 13, '54:45.8', 36.35953323747431, 96.97870578001668, 114, 72, 82, 'Male', 61.83174288289978, 1.951525496024986, 0.14536625900554817, 42, 16.235401352791637, 86, 'High Risk'),
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(16202, 99, 18, '52:45.8', 37.159142786486335, 95.12218322803788, 111, 87, 36, 'Male', 85.87870806817094, 1.5138117914019722, 0.087625528, 24, 37.47500806398064, 95, 'High Risk'),
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(16205, 95, 19, '49:45.8', 37.245544556487864, 96.02886639331253, 135, 86, 80, 'Female', 97.37367397487156, 1.961815679979158, 0.14008106752404637, 49, 25.300269879518407, 102.33333333333333, 'High Risk'),
(16206, 88, 14, '48:45.8', 36.590075829970694, 96.85161204321523, 127, 76, 44, 'Male', 53.008614193753786, 1.9322511793986277, 0.074003944, 51, 14.197742279174788, 93, 'High Risk'),
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(16214, 89, 18, '40:45.8', 36.18256053323677, 95.71694765287161, 130, 72, 61, 'Male', 98.25928284183814, 1.783152530254148, 0.13807885386220697, 58, 30.90271251615973, 91.33333333333333, 'High Risk'),
(16215, 80, 13, '39:45.8', 37.27620807459014, 97.39351750969038, 119, 75, 21, 'Male', 73.66498946716766, 1.8183001542271526, 0.065619708, 44, 22.28075894084603, 89.66666666666667, 'Low Risk'),
(16216, 94, 19, '38:45.8', 36.188926518163136, 99.15457320089631, 123, 89, 50, 'Male', 92.70233956652311, 1.6125149839322006, 0.14955887853814648, 34, 35.65194081829392, 100.33333333333333, 'High Risk'),
(16217, 74, 18, '37:45.8', 37.457615872471145, 97.52280039146041, 115, 84, 48, 'Female', 68.93229871181104, 1.8823498431600867, 0.095477533, 31, 19.454589748157556, 94.33333333333333, 'Low Risk'),
(16218, 64, 13, '36:45.8', 36.09893686170775, 96.99111852516494, 128, 72, 59, 'Male', 61.56875421340415, 1.6993958100282571, 0.078787194, 56, 21.31921845955514, 90.66666666666666, 'Low Risk'),
(16219, 88, 12, '35:45.8', 37.04638488914731, 95.27407751644888, 120, 75, 58, 'Female', 67.01768624241944, 1.9714010203259333, 0.059189972963400464, 45, 17.24405804016299, 90, 'High Risk'),
(16220, 95, 14, '34:45.8', 36.06600974371165, 99.79866791370448, 130, 76, 84, 'Male', 67.94681640068673, 1.7442043801158587, 0.084602043, 54, 22.33440398732321, 94, 'High Risk'),
(16221, 94, 17, '33:45.8', 36.08717164319482, 96.78182947090048, 137, 77, 44, 'Female', 73.27858965274501, 1.8139290120045317, 0.090542755, 60, 22.270836429261003, 97, 'High Risk'),
(16222, 64, 19, '32:45.8', 36.176598836181576, 96.98022687064369, 122, 82, 87, 'Male', 78.93446712589578, 1.7867430606090247, 0.10852758233680135, 40, 24.725351444827304, 95.33333333333333, 'Low Risk'),
(16223, 81, 12, '31:45.8', 36.04572235277813, 98.06603463597139, 119, 72, 67, 'Female', 52.862517582659315, 1.9476169181131189, 0.070200561, 47, 13.936084332967395, 87.66666666666667, 'High Risk'),
(16224, 93, 18, '30:45.8', 36.11414856565287, 97.63585586983599, 119, 80, 87, 'Female', 53.28645338846462, 1.6381267916672932, 0.058926388, 39, 19.85737279082519, 93, 'High Risk'),
(16225, 75, 12, '29:45.8', 37.441682497990115, 95.90489302912218, 116, 86, 69, 'Female', 80.91363095, 1.886677441685557, 0.1323025781270767, 30, 22.73141007577755, 96, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(16227, 94, 13, '27:45.8', 37.039877687707886, 98.20320865099728, 138, 73, 35, 'Male', 55.06410150401291, 1.7162357012919134, 0.10063063256745364, 65, 18.694536120185912, 94.66666666666666, 'High Risk'),
(16228, 94, 18, '26:45.8', 36.68245395363171, 95.96243035632345, 111, 80, 85, 'Male', 90.45933842960928, 1.9605960854028552, 0.14444476657288036, 31, 23.53299187577649, 90.33333333333333, 'High Risk'),
(16229, 96, 19, '25:45.8', 37.18506788876657, 95.73004537654228, 124, 76, 85, 'Male', 91.80232531529568, 1.8305376194728022, 0.10474553360645938, 48, 27.396580815613582, 92, 'High Risk'),
(16230, 82, 19, '24:45.8', 37.36761582560606, 96.36770605867883, 135, 86, 75, 'Male', 66.33761874, 1.681132926387103, 0.050391608100370404, 49, 23.472306604625985, 102.33333333333333, 'Low Risk'),
(16231, 72, 16, '23:45.8', 37.213945002382346, 98.00625448037985, 114, 87, 85, 'Female', 77.6937991, 1.565814065115923, 0.14690732720759073, 27, 31.688813503550733, 96, 'High Risk'),
(16232, 86, 15, '22:45.8', 37.112472277850074, 98.69981460719596, 130, 82, 88, 'Female', 87.33823329651601, 1.6389722024299265, 0.10042133308098344, 48, 32.51331315156333, 98, 'High Risk'),
(16233, 92, 15, '21:45.8', 36.47637480740596, 95.79958541354671, 123, 86, 20, 'Male', 86.36921608, 1.7035338998583331, 0.12900241365643983, 37, 29.76167824002894, 98.33333333333333, 'High Risk'),
(16234, 62, 16, '20:45.8', 36.68809233129655, 95.38949289278065, 127, 75, 82, 'Male', 69.94057220428314, 1.5101698308446978, 0.094559638, 52, 30.667445427704266, 92.33333333333333, 'High Risk'),
(16235, 92, 14, '19:45.8', 37.38752924418738, 99.70767812, 123, 83, 36, 'Male', 82.04589488565624, 1.9363593453867773, 0.1493960040842805, 40, 21.88189574417763, 96.33333333333333, 'High Risk'),
(16236, 93, 19, '18:45.8', 36.960486662684474, 99.18607225397521, 139, 78, 37, 'Female', 97.86081069122281, 1.792491215336701, 0.079965027, 61, 30.45753397206656, 98.33333333333333, 'High Risk'),
(16237, 69, 17, '17:45.8', 37.02585361373043, 99.47885625107949, 127, 79, 19, 'Female', 86.25884221, 1.593352058861222, 0.051296854, 48, 33.976616860013245, 95, 'High Risk'),
(16238, 67, 18, '16:45.8', 37.48840836847894, 97.49044813391662, 118, 88, 61, 'Female', 90.08289007492812, 1.8410763467638342, 0.091468799, 30, 26.576556802590463, 98, 'Low Risk'),
(16239, 83, 18, '15:45.8', 37.21951191103611, 97.91642659326638, 126, 76, 46, 'Female', 73.84480153714253, 1.843598293380613, 0.10900985025424445, 50, 21.726378078586414, 92.66666666666666, 'Low Risk'),
(16240, 67, 19, '14:45.8', 37.32206797647176, 99.55743477167613, 129, 86, 31, 'Female', 52.36862597862165, 1.6039997719541734, 0.13626864858119897, 43, 20.354600122766648, 100.33333333333333, 'Low Risk'),
(16241, 71, 12, '13:45.8', 36.84527803203349, 96.46311283, 117, 72, 34, 'Male', 70.56183790635109, 1.6236827571735557, 0.088938304, 45, 26.765017203526934, 87, 'Low Risk'),
(16242, 82, 18, '12:45.8', 36.845865083787665, 96.43472179040819, 129, 88, 60, 'Female', 94.42839977969601, 1.9844245954135762, 0.13534846768375208, 41, 23.979130307436236, 101.66666666666667, 'Low Risk'),
(16243, 95, 13, '11:45.8', 36.10438665885048, 98.84190296016045, 126, 77, 25, 'Female', 56.68079567605935, 1.993583524122387, 0.064474849, 49, 14.261561090465957, 93.33333333333333, 'High Risk'),
(16244, 84, 19, '10:45.8', 36.69548893611453, 97.27137142847157, 118, 82, 69, 'Female', 50.03152680824691, 1.7176094755655595, 0.11614882555604879, 36, 16.958791539522025, 94, 'High Risk'),
(16245, 69, 17, '09:45.8', 36.335867457319374, 99.94515239882006, 130, 87, 39, 'Male', 85.51451499937836, 1.691967220565915, 0.11182379792464846, 43, 29.87142542335835, 101.33333333333333, 'Low Risk'),
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(16423, 67, 14, '11:45.8', 36.17224497124207, 96.26938060076637, 116, 73, 87, 'Female', 84.48033235, 1.5805415064865798, 0.073633603, 43, 33.81767944286141, 87.33333333333333, 'High Risk'),
(16424, 63, 15, '10:45.8', 36.51259976131386, 99.08311229419851, 111, 84, 80, 'Female', 54.74575838385998, 1.510078598017428, 0.11908495497143128, 27, 24.007745104522087, 93, 'Low Risk'),
(16425, 96, 19, '09:45.8', 36.991183070854326, 96.44779069953498, 127, 74, 46, 'Male', 51.769412619666674, 1.6787995336504282, 0.083337651, 53, 18.368578883492628, 91.66666666666666, 'High Risk'),
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(16427, 84, 18, '07:45.8', 36.407765830757036, 96.88681205475847, 133, 74, 41, 'Male', 87.35703655668121, 1.5657159383705204, 0.095511336, 59, 35.634604891394986, 93.66666666666666, 'High Risk'),
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(16429, 85, 15, '05:45.8', 36.81478818926434, 98.76377153172892, 124, 83, 29, 'Female', 65.40451677427649, 1.9138616791854537, 0.099352835, 41, 17.856101578145815, 96.66666666666667, 'High Risk'),
(16430, 86, 19, '04:45.8', 36.16431590620681, 97.11609003890256, 111, 81, 80, 'Male', 60.27747227054678, 1.5280477153818124, 0.12635951447239352, 30, 25.815539183127566, 91, 'Low Risk'),
(16431, 95, 15, '03:45.8', 37.24077534607312, 96.30000002902464, 126, 82, 50, 'Female', 90.48891547, 1.7843358960374744, 0.094472691, 44, 28.421183479195335, 96.66666666666667, 'High Risk'),
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(16435, 83, 18, '59:45.8', 37.421321291139165, 96.57985615591481, 132, 83, 26, 'Female', 63.15454983291942, 1.9916229060141468, 0.10027769273466558, 49, 15.921736007425094, 99.33333333333333, 'High Risk'),
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(16437, 82, 13, '57:45.8', 36.68292361945763, 96.17325653974964, 126, 78, 78, 'Female', 71.52747626388381, 1.6057285754169885, 0.14089366872601436, 48, 27.74141630470969, 94, 'Low Risk'),
(16438, 73, 17, '56:45.8', 37.25074557, 97.89840208020436, 116, 87, 22, 'Female', 88.33625677425806, 1.8803088844131388, 0.11904009578089726, 29, 24.985071467204143, 96.66666666666667, 'Low Risk'),
(16439, 62, 16, '55:45.8', 36.73183535938708, 96.14202428512756, 110, 71, 54, 'Male', 97.35686852863094, 1.6205576253193825, 0.14736811452223297, 39, 37.07128489838425, 84, 'High Risk'),
(16440, 95, 15, '54:45.8', 36.72398089480982, 97.27924021839146, 134, 78, 85, 'Female', 96.95484775084691, 1.8364943597819396, 0.14813985655805229, 56, 28.74685450786841, 96.66666666666666, 'High Risk'),
(16441, 61, 15, '53:45.8', 37.28098036427372, 97.80140125070548, 129, 86, 51, 'Male', 92.39308296798751, 1.6079674253819545, 0.1390763169611696, 43, 35.734274233475325, 100.33333333333333, 'High Risk'),
(16442, 60, 14, '52:45.8', 37.16159606309878, 97.15861168346284, 136, 70, 38, 'Male', 56.47315685520171, 1.9941169147498328, 0.053493731, 66, 14.201716238322296, 92, 'High Risk'),
(16443, 81, 15, '51:45.8', 37.47273503679557, 99.37811138371916, 112, 80, 21, 'Male', 88.50111320401831, 1.588156801530815, 0.1232813091648495, 32, 35.08827157861962, 90.66666666666667, 'High Risk'),
(16444, 70, 17, '50:45.8', 36.347286117799655, 95.94543700671409, 121, 86, 80, 'Male', 65.42236980186283, 1.8345521196354277, 0.12523291993926708, 35, 19.438652784746875, 97.66666666666667, 'Low Risk'),
(16445, 66, 13, '49:45.8', 37.32819205809515, 98.31348358274391, 123, 87, 26, 'Female', 53.53020324886472, 1.7862188170723778, 0.054165535, 36, 16.777589800943463, 99, 'High Risk'),
(16446, 90, 16, '48:45.8', 37.07852174060849, 96.07030669873579, 138, 80, 78, 'Female', 67.49812789737571, 1.8106174321609991, 0.099467755, 58, 20.589145983663638, 99.33333333333333, 'Low Risk'),
(16447, 96, 14, '47:45.8', 36.25883323954412, 96.67484715595062, 115, 72, 84, 'Female', 96.59879636280698, 1.8452529316690223, 0.11438156140804598, 43, 28.37003731916431, 86.33333333333333, 'High Risk'),
(16448, 93, 17, '46:45.8', 36.44385462308213, 99.9296156, 125, 85, 55, 'Male', 65.82939897384641, 1.6535886332933223, 0.061104074, 40, 24.07492447414377, 98.33333333333333, 'High Risk'),
(16449, 65, 14, '45:45.8', 36.45216876188585, 99.74371400837738, 136, 84, 41, 'Male', 73.43389647670344, 1.862203984564288, 0.12904568966886604, 52, 21.17590937962548, 101.33333333333333, 'Low Risk'),
(16450, 75, 18, '44:45.8', 37.20376847163415, 98.71982827514947, 133, 73, 44, 'Female', 55.757746652722744, 1.8257885741826092, 0.06562876, 60, 16.726468014053687, 93, 'High Risk'),
(16451, 94, 12, '43:45.8', 36.16349558132829, 95.2437048, 131, 84, 39, 'Female', 50.32239963050327, 1.9512340805399875, 0.065128558, 47, 13.217295409241919, 99.66666666666667, 'High Risk'),
(16452, 69, 13, '42:45.8', 36.62823330610103, 97.36660685084979, 125, 73, 19, 'Male', 58.10298465469016, 1.5232118321609474, 0.084310038, 52, 25.042508666018342, 90.33333333333333, 'Low Risk'),
(16453, 88, 15, '41:45.8', 36.21316643672348, 97.09744842114056, 134, 79, 89, 'Female', 52.31197844663545, 1.705328673242315, 0.09618024, 55, 17.988086064856354, 97.33333333333333, 'High Risk'),
(16454, 97, 16, '40:45.8', 36.86630354, 97.92255720016891, 129, 83, 68, 'Male', 98.14828958041136, 1.5684275832621997, 0.08819688, 46, 39.89824498781254, 98.33333333333333, 'High Risk'),
(16455, 82, 17, '39:45.8', 37.08402282, 96.78825616312821, 110, 71, 29, 'Female', 94.90848760632711, 1.5034584327461207, 0.077872074, 39, 41.987711277627305, 84, 'High Risk'),
(16456, 63, 18, '38:45.8', 36.76523227773956, 95.36907237362118, 119, 89, 56, 'Female', 81.2762414, 1.7762247927206083, 0.056530789, 30, 25.761298872623435, 99, 'Low Risk'),
(16457, 62, 13, '37:45.8', 36.708802675890446, 97.16480283999984, 116, 73, 50, 'Female', 94.09715307001298, 1.8160378400710415, 0.095999494, 43, 28.531637457677757, 87.33333333333333, 'Low Risk'),
(16458, 84, 13, '36:45.8', 37.29769980444709, 98.81247204180998, 120, 81, 29, 'Female', 89.84469158467509, 1.626760937327075, 0.10690854885281223, 39, 33.95040438200573, 94, 'High Risk'),
(16459, 66, 12, '35:45.8', 36.71843130022416, 96.63145059812351, 127, 83, 53, 'Male', 81.72857588216146, 1.960081299414549, 0.12063995070475488, 44, 21.272854075612912, 97.66666666666667, 'Low Risk'),
(16460, 65, 12, '34:45.8', 36.60077459497229, 96.14246671255151, 115, 81, 54, 'Male', 98.66609762242787, 1.9183797592099296, 0.11435900445172631, 34, 26.810121645862633, 92.33333333333333, 'Low Risk'),
(16461, 62, 15, '33:45.8', 37.23672997332425, 99.31533697732675, 139, 70, 87, 'Female', 95.74828789936214, 1.5601747927972935, 0.1427060141014231, 69, 39.33548444788055, 93, 'High Risk'),
(16462, 74, 14, '32:45.8', 36.10022519235974, 98.01877113, 110, 86, 31, 'Female', 62.59651868344628, 1.6297741781265833, 0.11056988264189305, 24, 23.566512349127677, 94, 'Low Risk'),
(16463, 66, 15, '31:45.8', 37.494783953936675, 96.67456619029302, 118, 70, 35, 'Female', 81.9500843, 1.937572881381643, 0.080159712, 48, 21.82897331209317, 86, 'Low Risk'),
(16464, 64, 14, '30:45.8', 36.879572654110255, 95.75093562, 112, 81, 20, 'Female', 78.77872240655891, 1.7333196612225372, 0.1071802678257123, 31, 26.221142261975526, 91.33333333333333, 'Low Risk'),
(16465, 73, 19, '29:45.8', 37.49373825806897, 96.91818352728228, 131, 82, 79, 'Male', 73.96310955095802, 1.7292849559790173, 0.077070134, 49, 24.733298265525967, 98.33333333333333, 'Low Risk'),
(16466, 78, 19, '28:45.8', 36.00257104928095, 99.07960197528125, 133, 83, 35, 'Male', 95.69318760302963, 1.8583226578108727, 0.071386241, 50, 27.710143653371624, 99.66666666666666, 'Low Risk'),
(16467, 94, 14, '27:45.8', 36.75610831566522, 98.13997373834928, 115, 82, 33, 'Male', 92.51493581599408, 1.9351179422075917, 0.08704447, 33, 24.705689134045073, 93, 'High Risk'),
(16468, 82, 13, '26:45.8', 36.766669568625325, 97.87731100146414, 111, 72, 57, 'Male', 78.07981139328231, 1.5245101687950688, 0.060591626389587164, 39, 33.59526758, 85, 'High Risk'),
(16469, 91, 19, '25:45.8', 36.68636127128455, 96.21226657369807, 124, 82, 72, 'Male', 67.78996018764796, 1.9089791535849248, 0.13050466657181975, 42, 18.602144223846484, 96, 'High Risk'),
(16470, 96, 15, '24:45.8', 37.12279502786036, 99.00248949271686, 134, 88, 42, 'Male', 80.62192632, 1.9948227979266733, 0.075453752, 46, 20.26023715973075, 103.33333333333333, 'High Risk'),
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(16472, 65, 18, '22:45.8', 37.22339017031276, 96.99665836509266, 118, 73, 62, 'Female', 97.03695353194777, 1.5793972867845132, 0.081899923, 45, 38.90042787015857, 88, 'High Risk'),
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(16474, 87, 18, '20:45.8', 36.167519479606476, 97.70649066, 119, 86, 24, 'Male', 61.93145854574889, 1.9656667886452204, 0.1108055045505775, 33, 16.028449312986726, 97, 'High Risk'),
(16475, 98, 13, '19:45.8', 36.79661744700561, 96.77653413793189, 115, 77, 79, 'Male', 69.40144741331585, 1.8748037622715736, 0.078909309, 38, 19.74498896, 89.66666666666667, 'High Risk'),
(16476, 98, 15, '18:45.8', 37.32327458823566, 99.69815088752077, 114, 78, 56, 'Male', 89.65804082035694, 1.6407522997896724, 0.074586123, 36, 33.304521721343995, 90, 'High Risk'),
(16477, 81, 14, '17:45.8', 36.307861405757876, 96.14883478631938, 136, 77, 72, 'Male', 96.83433971149987, 1.7244152206368408, 0.11570936966610468, 59, 32.56459644080686, 96.66666666666666, 'High Risk'),
(16478, 87, 16, '16:45.8', 36.94343765455134, 97.50886465896465, 124, 86, 41, 'Male', 54.51706762249395, 1.5823074231849248, 0.053583829214583226, 38, 21.774628631574867, 98.66666666666667, 'Low Risk'),
(16479, 86, 19, '15:45.8', 36.49698791657544, 98.21545284982574, 117, 72, 25, 'Female', 84.92945633003572, 1.5128193435505624, 0.075909688, 45, 37.10942337345123, 87, 'High Risk'),
(16480, 87, 14, '14:45.8', 36.07123167928608, 97.10092923460249, 117, 77, 55, 'Male', 87.54115888364291, 1.5019657694246795, 0.1448065666205966, 40, 38.80540510811414, 90.33333333333333, 'High Risk'),
(16481, 88, 12, '13:45.8', 36.52402456186166, 96.97095871395769, 113, 87, 25, 'Female', 51.83017399479549, 1.6646745866583867, 0.13057925723505398, 26, 18.703546671596904, 95.66666666666667, 'Low Risk'),
(16482, 82, 15, '12:45.8', 37.00171254739254, 98.51379992121035, 138, 74, 36, 'Male', 76.82737217892233, 1.6823563520503462, 0.061522445, 64, 27.14438423507481, 95.33333333333333, 'Low Risk'),
(16483, 85, 14, '11:45.8', 36.06219956001609, 99.50722525362586, 123, 75, 42, 'Male', 71.62348463097851, 1.8349124258868328, 0.079341815, 48, 21.272805198198927, 91, 'Low Risk'),
(16484, 93, 16, '10:45.8', 36.2280756, 99.62449641253113, 136, 75, 59, 'Male', 96.18612021482005, 1.8047263026190423, 0.13847203374210032, 61, 29.531785916672963, 95.33333333333333, 'High Risk'),
(16485, 66, 16, '09:45.8', 37.383998385322904, 99.37802008358148, 118, 89, 21, 'Male', 62.30734234493177, 1.9447042335389357, 0.11415677197000836, 29, 16.475253587403788, 98.66666666666667, 'High Risk'),
(16486, 88, 12, '08:45.8', 36.45891901099268, 97.02773517708735, 118, 75, 70, 'Male', 96.28033774427415, 1.8924173783245994, 0.13884868956304497, 43, 26.884610565011545, 89.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(16487, 74, 17, '07:45.8', 36.52057046429819, 95.15938549, 123, 87, 77, 'Female', 78.36728617926627, 1.8746095243900682, 0.093739981, 36, 22.300426503536666, 99, 'Low Risk'),
(16488, 68, 18, '06:45.8', 37.48790240756893, 96.74193411, 121, 84, 34, 'Female', 64.60871602031808, 1.907441264062594, 0.13248603123587366, 37, 17.757783758501088, 96.33333333333333, 'High Risk'),
(16489, 99, 16, '05:45.8', 36.82894669025058, 95.02233323355429, 138, 70, 41, 'Male', 91.93074975189136, 1.5726349057028026, 0.1380288485225025, 68, 37.17106293633802, 92.66666666666666, 'High Risk'),
(16490, 74, 17, '04:45.8', 36.065765251248486, 97.33969475, 133, 77, 29, 'Female', 55.236522321610195, 1.6929705118021334, 0.1167679339706187, 56, 19.272033434745676, 95.66666666666666, 'Low Risk'),
(16491, 70, 16, '03:45.8', 37.26265822839332, 97.37639682823723, 113, 84, 60, 'Female', 80.17885773270815, 1.6663329386037702, 0.05201012, 29, 28.875951684503637, 93.66666666666667, 'Low Risk'),
(16492, 95, 14, '02:45.8', 36.15703309654518, 97.05098698, 122, 75, 24, 'Male', 95.89431162631334, 1.796846311181484, 0.092238073, 47, 29.700993802144982, 90.66666666666667, 'High Risk'),
(16493, 79, 15, '01:45.8', 37.398454072481286, 99.31239003378747, 128, 71, 35, 'Female', 51.822460663771196, 1.8585149014392244, 0.08304221, 57, 15.00327036096969, 90, 'High Risk'),
(16494, 93, 16, '00:45.8', 36.619507522040614, 96.52962746417495, 111, 88, 72, 'Female', 58.075558532781976, 1.951193699501544, 0.144120728, 23, 15.254312016960293, 95.66666666666667, 'High Risk'),
(16495, 75, 14, '59:45.8', 37.227613796296865, 96.19301568296964, 122, 78, 45, 'Female', 66.98737386800187, 1.7767405789084354, 0.080530609, 44, 21.219977043203308, 92.66666666666667, 'Low Risk'),
(16496, 76, 14, '58:45.8', 37.427528200185556, 98.83733129865354, 125, 78, 45, 'Male', 76.29270527645858, 1.9785673358325322, 0.1467564270518712, 47, 19.48863154405284, 93.66666666666667, 'Low Risk'),
(16497, 66, 16, '57:45.8', 36.70035186834284, 97.23857731126449, 114, 82, 36, 'Male', 89.56653396, 1.6855320289765872, 0.071317003, 32, 31.52620891479974, 92.66666666666667, 'High Risk'),
(16498, 76, 12, '56:45.8', 37.239750044147435, 97.48637710182282, 110, 76, 26, 'Female', 50.393635383769166, 1.5863738324295893, 0.13073338846743726, 34, 20.02463526, 87.33333333333333, 'Low Risk'),
(16499, 77, 14, '55:45.8', 37.15641441, 96.34164784699392, 139, 82, 71, 'Female', 54.357683279055216, 1.6775212340361407, 0.067975419, 57, 19.316342019654723, 101, 'Low Risk'),
(16500, 89, 17, '54:45.8', 36.24243468, 99.11402752379786, 132, 75, 71, 'Male', 75.44493340866265, 1.5671280721963656, 0.14132257275546878, 57, 30.719992053605583, 94, 'High Risk'),
(16501, 84, 13, '53:45.8', 36.07723153545231, 97.90090070831597, 111, 84, 28, 'Female', 65.02303814, 1.8128287644483654, 0.086884956, 27, 19.785803447008075, 93, 'Low Risk'),
(16502, 91, 17, '52:45.8', 37.009724659283165, 98.88152704850667, 110, 84, 87, 'Male', 74.20923874201657, 1.5014020663196357, 0.079869285, 26, 32.92031317359894, 92.66666666666667, 'High Risk'),
(16503, 95, 13, '51:45.8', 36.68126912777283, 96.31253880467226, 119, 76, 30, 'Male', 54.24955262240365, 1.6412743300884098, 0.1045443103327298, 43, 20.13881010781615, 90.33333333333333, 'High Risk'),
(16504, 96, 17, '50:45.8', 36.17687518512034, 97.27032824395253, 125, 89, 43, 'Female', 99.45742637093653, 1.5526512628692735, 0.093052825, 36, 41.256214384210416, 101, 'High Risk'),
(16505, 74, 15, '49:45.8', 36.61275327836343, 98.10148836, 130, 71, 77, 'Female', 82.85531522675592, 1.5245104573705965, 0.079544325, 59, 35.65000199089981, 90.66666666666666, 'High Risk'),
(16506, 70, 14, '48:45.8', 36.08970926610792, 98.85565708100128, 127, 80, 75, 'Male', 60.11072913972745, 1.8159282318359513, 0.13245929687334382, 47, 18.228655394018535, 95.66666666666667, 'High Risk'),
(16507, 88, 15, '47:45.8', 36.376853920213634, 96.02369700694678, 123, 79, 64, 'Female', 51.38372640523776, 1.7652159489112809, 0.086311669, 44, 16.490351434322907, 93.66666666666667, 'High Risk'),
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(16684, 76, 13, '50:45.8', 36.225835708868416, 98.56530105495636, 120, 81, 62, 'Female', 72.89407538386912, 1.8034024774570399, 0.1411866539160515, 39, 22.413356949816023, 94, 'Low Risk'),
(16685, 96, 16, '49:45.8', 36.53051590381429, 97.03749638439298, 131, 73, 83, 'Male', 98.25392567545808, 1.8927268748830073, 0.087210113, 58, 27.426728909762115, 92.33333333333333, 'High Risk'),
(16686, 76, 19, '48:45.8', 36.35963422224437, 99.46468610360336, 110, 71, 87, 'Male', 86.29621597699818, 1.7233268617360553, 0.078896031, 39, 29.057378980065774, 84, 'Low Risk'),
(16687, 66, 15, '47:45.8', 37.22931597249401, 95.41515928245374, 111, 72, 72, 'Female', 82.03684494341184, 1.5138933730004833, 0.1239392785062719, 39, 35.79467089136895, 85, 'High Risk'),
(16688, 85, 15, '46:45.8', 36.76492124297755, 98.53411309690131, 134, 80, 41, 'Male', 76.48589622487764, 1.7659277051054283, 0.1348432665380978, 54, 24.526496727835557, 98, 'Low Risk'),
(16689, 94, 18, '45:45.8', 36.209873106581846, 98.91662860389688, 133, 75, 54, 'Female', 61.125518580354836, 1.7569985021459025, 0.11458283382328781, 58, 19.800664906940007, 94.33333333333333, 'High Risk'),
(16690, 63, 15, '44:45.8', 36.025109113419525, 96.58611405377077, 123, 88, 37, 'Male', 87.38484167425818, 1.5567495168377339, 0.10970562577180186, 35, 36.057750099801545, 99.66666666666667, 'High Risk'),
(16691, 82, 19, '43:45.8', 36.51464606974938, 96.94971596849874, 120, 73, 42, 'Male', 50.80195969265198, 1.8569266135213107, 0.073951453, 47, 14.732993064221846, 88.66666666666667, 'High Risk'),
(16692, 89, 18, '42:45.8', 37.09142910349635, 95.56186652947855, 114, 89, 33, 'Female', 75.11539676827047, 1.5879916486407963, 0.095138944, 25, 29.787395883406074, 97.33333333333333, 'Low Risk'),
(16693, 84, 18, '41:45.8', 36.26596320366864, 98.49097699928895, 121, 73, 22, 'Female', 63.514438276613966, 1.9743256765992656, 0.098554361, 48, 16.29426871689886, 89, 'High Risk'),
(16694, 93, 17, '40:45.8', 36.209633388048466, 95.97905189590969, 135, 88, 21, 'Female', 84.89737142941732, 1.9442244544325251, 0.069092049, 47, 22.459570205035714, 103.66666666666667, 'High Risk'),
(16695, 95, 12, '39:45.8', 36.734268093606126, 98.05833532887449, 137, 74, 83, 'Female', 55.10578394022335, 1.511501264054575, 0.078477123, 63, 24.120158406826096, 95, 'High Risk'),
(16696, 84, 13, '38:45.8', 36.87948940816796, 98.66755207560767, 133, 87, 63, 'Female', 74.03293540150963, 1.5391771669308376, 0.098620674, 46, 31.249836191363357, 102.33333333333333, 'High Risk'),
(16697, 98, 13, '37:45.8', 37.41601065, 97.71235327955381, 134, 82, 49, 'Male', 83.56784944685506, 1.8459353268929326, 0.10683419836884081, 52, 24.524844563842077, 99.33333333333333, 'High Risk'),
(16698, 71, 14, '36:45.8', 37.16435664958332, 96.39377276, 136, 82, 44, 'Female', 54.51602265393438, 1.9608927769442492, 0.11012617510729836, 54, 14.17804889614973, 100, 'High Risk'),
(16699, 95, 16, '35:45.8', 37.17437793670036, 96.11642194207936, 137, 85, 42, 'Female', 50.55506346125606, 1.6123815211423542, 0.1076214474229614, 52, 19.44594420932916, 102.33333333333333, 'High Risk'),
(16700, 84, 14, '34:45.8', 36.45098762, 99.99369368618278, 128, 86, 89, 'Male', 83.69468203725191, 1.691517276310505, 0.11368701325751233, 42, 29.25128762, 100, 'Low Risk'),
(16701, 67, 17, '33:45.8', 36.97199136661498, 99.39112656, 122, 70, 44, 'Female', 54.825082184030755, 1.5845572210926324, 0.11712685891196463, 52, 21.835514904646764, 87.33333333333333, 'Low Risk'),
(16702, 96, 17, '32:45.8', 37.21905175031819, 95.79462042, 120, 78, 78, 'Female', 63.71292979665054, 1.7280577859517894, 0.10920873777920465, 42, 21.335904267844363, 92, 'High Risk'),
(16703, 71, 16, '31:45.8', 36.786142460812364, 97.05630788172672, 116, 89, 76, 'Female', 55.41144268, 1.6778543934999404, 0.12292097870873402, 27, 19.68298305459648, 98, 'Low Risk'),
(16704, 60, 12, '30:45.8', 37.385095049050335, 99.32537425965144, 126, 80, 82, 'Female', 82.32030203834074, 1.897346037955502, 0.13645871716321284, 46, 22.86724610104573, 95.33333333333333, 'Low Risk'),
(16705, 96, 19, '29:45.8', 37.34633781952912, 98.29629955214556, 128, 88, 60, 'Female', 68.49372475360161, 1.6280935063824757, 0.093881176, 40, 25.839975404292254, 101.33333333333333, 'High Risk'),
(16706, 65, 18, '28:45.8', 36.18618667, 95.79898856424408, 135, 79, 22, 'Female', 78.74240442060969, 1.869359798625559, 0.14715946105842964, 56, 22.53320015549705, 97.66666666666666, 'Low Risk'),
(16707, 69, 19, '27:45.8', 37.46405732934777, 99.80040735923315, 114, 82, 80, 'Male', 87.44189827334752, 1.6059424860939373, 0.094041909, 32, 33.90467624143216, 92.66666666666667, 'High Risk'),
(16708, 65, 13, '26:45.8', 37.15151213452415, 97.98301222397417, 126, 84, 81, 'Female', 84.22752438625025, 1.908307467995245, 0.08314865, 42, 23.12902557566063, 98, 'Low Risk'),
(16709, 74, 17, '25:45.8', 37.37147616624176, 98.83444470669703, 118, 86, 36, 'Female', 59.928487150229444, 1.6758788344819147, 0.11745107875175209, 32, 21.337723457026545, 96.66666666666667, 'Low Risk'),
(16710, 82, 15, '24:45.8', 37.450629708640555, 96.45295785486996, 126, 89, 27, 'Male', 54.97931995, 1.5435738559733934, 0.054530166, 37, 23.07515013266093, 101.33333333333333, 'Low Risk'),
(16711, 98, 17, '23:45.8', 36.19410745029336, 95.62358592120452, 114, 78, 78, 'Male', 80.47148920306776, 1.6580411237800372, 0.079658968, 36, 29.271935697765993, 90, 'High Risk'),
(16712, 93, 18, '22:45.8', 36.32785171782193, 96.32940404039323, 111, 74, 41, 'Male', 84.15168344672412, 1.7062622604180868, 0.12200769097851462, 37, 28.904884500887963, 86.33333333333333, 'High Risk'),
(16713, 95, 13, '21:45.8', 37.152950633563755, 99.96188619601041, 124, 80, 39, 'Male', 70.28594706643233, 1.505756928635582, 0.10970241435032584, 44, 30.999790629867626, 94.66666666666667, 'High Risk'),
(16714, 68, 18, '20:45.8', 36.93098280823431, 95.76689108, 116, 89, 80, 'Male', 70.28318452, 1.7664491810862324, 0.08741652, 27, 22.524187585491916, 98, 'Low Risk'),
(16715, 91, 13, '19:45.8', 36.72838834056756, 99.36924052871252, 119, 74, 86, 'Male', 69.79920871192532, 1.7053704587417164, 0.062358072792634056, 45, 24.00009870917574, 89, 'High Risk'),
(16716, 62, 12, '18:45.8', 36.10586139, 95.39798113487876, 110, 89, 32, 'Female', 53.50131821266044, 1.9382679689553817, 0.12016084207165205, 21, 14.240880593708871, 96, 'High Risk'),
(16717, 96, 15, '17:45.8', 37.08295848653821, 97.37260182471287, 138, 81, 53, 'Female', 74.83848373377391, 1.991868253109827, 0.050167637, 57, 18.86269577576882, 100, 'High Risk'),
(16718, 80, 17, '16:45.8', 36.462201498185365, 96.38590784, 118, 87, 65, 'Male', 97.69815521791844, 1.5986748613491493, 0.076207759, 31, 38.22663515069236, 97.33333333333333, 'High Risk'),
(16719, 79, 13, '15:45.8', 37.47016918527808, 99.48916373, 131, 87, 51, 'Male', 91.12602806, 1.797919755803107, 0.073151122, 44, 28.19043853553423, 101.66666666666667, 'Low Risk'),
(16720, 90, 12, '14:45.8', 36.82182, 95.37680514441449, 119, 83, 33, 'Female', 53.29035889713884, 1.5395254791052513, 0.1325013793524924, 36, 22.484067653437794, 95, 'Low Risk'),
(16721, 69, 19, '13:45.8', 36.24115760010934, 97.88371614556229, 115, 76, 80, 'Male', 79.43597974, 1.608502616, 0.12567550122145033, 39, 30.70249812483238, 89, 'High Risk'),
(16722, 80, 13, '12:45.8', 36.974339748996556, 97.5564346, 132, 77, 58, 'Male', 51.457112094162746, 1.5262918606928264, 0.055889812, 55, 22.08870384050825, 95.33333333333333, 'Low Risk'),
(16723, 93, 14, '11:45.8', 36.86549032048988, 98.57934004, 139, 88, 38, 'Male', 59.240640028535886, 1.5617628048262637, 0.12456762762842921, 51, 24.287879030427426, 105, 'High Risk'),
(16724, 99, 16, '10:45.8', 36.12794088374481, 99.85001457187848, 137, 71, 75, 'Male', 65.66100722030134, 1.5101678168442916, 0.063833836, 66, 28.791024481592736, 93, 'High Risk'),
(16725, 94, 14, '09:45.8', 36.398731454077506, 96.86441378688663, 135, 84, 58, 'Male', 92.18459245, 1.5436682436438378, 0.074424372, 51, 38.68569470005879, 101, 'High Risk'),
(16726, 86, 19, '08:45.8', 37.45627493505912, 96.20743872103847, 136, 86, 86, 'Male', 91.82384134019424, 1.8044982442292372, 0.069981465, 50, 28.19957281110295, 102.66666666666666, 'Low Risk'),
(16727, 78, 13, '07:45.8', 36.15236781429558, 95.28849523752804, 137, 85, 61, 'Female', 82.99214996573178, 1.588380398076688, 0.12248326544497974, 52, 32.894855098038946, 102.33333333333333, 'High Risk'),
(16728, 96, 16, '06:45.8', 36.317325597452985, 99.82625352, 136, 70, 70, 'Male', 77.15112498, 1.7489044400076375, 0.12485298978593341, 66, 25.22377608754375, 92, 'High Risk'),
(16729, 95, 15, '05:45.8', 37.137824794236906, 97.64079292447462, 126, 70, 87, 'Female', 60.68028053595998, 1.5117795512614638, 0.078186106, 56, 26.550374214003924, 88.66666666666666, 'High Risk'),
(16730, 70, 19, '04:45.8', 36.74606166998832, 98.39413875661532, 112, 89, 31, 'Male', 61.95358003, 1.7457039875740876, 0.056193588, 23, 20.32942988711091, 96.66666666666667, 'Low Risk'),
(16731, 71, 17, '03:45.8', 37.04056176931665, 96.24107468408764, 138, 72, 30, 'Female', 69.77842613140817, 1.5485810774293634, 0.13922798052567348, 66, 29.097338958841608, 94, 'Low Risk'),
(16732, 65, 14, '02:45.8', 36.98536840787454, 99.10499848498802, 137, 87, 86, 'Female', 62.290572416015685, 1.8020178926897954, 0.11462355097549944, 50, 19.182452172568563, 103.66666666666666, 'Low Risk'),
(16733, 88, 16, '01:45.8', 36.495951919957065, 98.64034001615592, 138, 75, 65, 'Male', 91.01966776980612, 1.7549580372977656, 0.14179792526538704, 63, 29.55301354829491, 96, 'Low Risk'),
(16734, 96, 17, '00:45.8', 36.80241690951909, 95.38539790787215, 137, 86, 50, 'Female', 60.89774992, 1.6969140932861213, 0.11184241150749785, 51, 21.148595618629656, 103, 'High Risk'),
(16735, 71, 15, '59:45.8', 37.062132730986626, 95.15746198, 135, 80, 83, 'Male', 72.57974018451813, 1.9782489765967972, 0.063644388, 55, 18.546138971813363, 98.33333333333333, 'Low Risk'),
(16736, 98, 16, '58:45.8', 37.20064438179156, 97.4938562, 130, 73, 73, 'Male', 93.15939156848495, 1.720820805172033, 0.13546660289105705, 57, 31.459755799503117, 92, 'High Risk'),
(16737, 76, 14, '57:45.8', 36.82828234336571, 95.05411561320108, 122, 72, 75, 'Male', 96.12680116, 1.839081625670039, 0.056449933, 50, 28.42120451071388, 88.66666666666666, 'Low Risk'),
(16738, 95, 13, '56:45.8', 36.232292562864565, 95.53595556915106, 118, 88, 59, 'Female', 68.38169526262674, 1.579397427299625, 0.12425127635230138, 30, 27.413028068797875, 98, 'High Risk'),
(16739, 80, 13, '55:45.8', 36.13468046551512, 97.51216765328681, 132, 76, 33, 'Male', 68.94675820355337, 1.5265575601851518, 0.12286690848596642, 56, 29.586083742812782, 94.66666666666666, 'Low Risk'),
(16740, 94, 17, '54:45.8', 36.10907679, 95.34950187643238, 127, 70, 56, 'Male', 64.30544076553034, 1.9852803329484763, 0.11522499091118078, 57, 16.315637166651122, 89, 'High Risk'),
(16741, 72, 18, '53:45.8', 36.18568991, 96.87427394133273, 116, 84, 32, 'Female', 59.014772546256694, 1.565318942876399, 0.1122412130760687, 32, 24.085466132025612, 94.66666666666667, 'Low Risk'),
(16742, 63, 19, '52:45.8', 37.46963912, 96.68795286673502, 127, 72, 49, 'Male', 70.19546659841673, 1.6170245116726576, 0.10635989484297109, 55, 26.84576961084573, 90.33333333333333, 'Low Risk'),
(16743, 98, 19, '51:45.8', 36.76491275754537, 98.83270339, 117, 76, 61, 'Male', 72.33943852525388, 1.6582898791050513, 0.066764808, 41, 26.305964717105148, 89.66666666666667, 'High Risk'),
(16744, 67, 12, '50:45.8', 36.60703685, 99.20285823197722, 129, 87, 87, 'Male', 92.63954945, 1.837724940945074, 0.084756183, 42, 27.430606826059922, 101, 'Low Risk'),
(16745, 71, 19, '49:45.8', 36.28469565373047, 99.95652495952619, 112, 72, 56, 'Female', 99.08597512, 1.8678253083327825, 0.068664075, 40, 28.401395294363336, 85.33333333333333, 'Low Risk'),
(16746, 81, 12, '48:45.8', 36.16836064, 97.37897252972466, 123, 81, 41, 'Male', 91.58811983872386, 1.6712137730961643, 0.071377011, 42, 32.79254561910104, 95, 'High Risk'),
(16747, 81, 19, '47:45.8', 36.01248452028277, 96.01473349940385, 138, 73, 21, 'Male', 80.73460841759012, 1.5425467400713557, 0.070190303, 65, 33.92993898103619, 94.66666666666666, 'High Risk'),
(16748, 74, 15, '46:45.8', 36.11792285692125, 97.51664700925163, 130, 83, 62, 'Male', 97.91555872, 1.5238339663432785, 0.073279734, 47, 42.16735952626099, 98.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(16749, 71, 14, '45:45.8', 37.300183941184734, 98.40005192055506, 118, 71, 42, 'Male', 73.18794095245411, 1.624540705916381, 0.11026553130229938, 47, 27.73181748503453, 86.66666666666667, 'Low Risk'),
(16750, 61, 16, '44:45.8', 36.89809738333538, 97.08898855588295, 115, 86, 83, 'Female', 56.89703140029199, 1.5029719371805963, 0.14956101461353766, 29, 25.187662436025494, 95.66666666666667, 'Low Risk'),
(16751, 72, 18, '43:45.8', 36.57540484443702, 99.50486836043828, 137, 73, 59, 'Female', 88.73902642433083, 1.623930986725454, 0.13661803035501424, 64, 33.64957024989119, 94.33333333333333, 'High Risk'),
(16752, 83, 15, '42:45.8', 36.19142331, 96.65838393925628, 126, 83, 56, 'Male', 71.09959276167235, 1.8040504188661797, 0.11028193364247385, 43, 21.845891457114732, 97.33333333333333, 'Low Risk'),
(16753, 65, 19, '41:45.8', 37.18698115561362, 97.46453375380659, 129, 86, 29, 'Male', 94.07720643175759, 1.8913807855121145, 0.14626901211410667, 43, 26.298226851487552, 100.33333333333333, 'Low Risk'),
(16754, 97, 19, '40:45.8', 37.14304747118578, 95.25891567, 126, 83, 58, 'Male', 66.25782205984638, 1.859713427072593, 0.073671471, 43, 19.157776522981642, 97.33333333333333, 'High Risk'),
(16755, 72, 16, '39:45.8', 36.95894202709147, 96.84873446395557, 116, 80, 68, 'Male', 61.65944699, 1.6769763002668316, 0.080721791, 36, 21.92531165457956, 92, 'Low Risk'),
(16756, 78, 18, '38:45.8', 36.96869068734827, 97.91280510241936, 128, 87, 55, 'Female', 56.57950945609467, 1.8033066414491195, 0.078068336, 41, 17.39882874738932, 100.66666666666667, 'High Risk'),
(16757, 84, 12, '37:45.8', 37.09319014448014, 97.15082949855312, 131, 86, 78, 'Female', 82.36113402346804, 1.7547480027958793, 0.06896572, 45, 26.74809174747413, 101, 'Low Risk'),
(16758, 80, 14, '36:45.8', 36.26615961416565, 98.06616318, 113, 73, 73, 'Female', 82.8289084, 1.6838808685079343, 0.1266013559870075, 40, 29.211860124483543, 86.33333333333333, 'Low Risk'),
(16759, 76, 14, '35:45.8', 37.32523635, 97.15137884480635, 125, 81, 29, 'Male', 89.08235961076826, 1.9277087105809123, 0.059802015837483694, 44, 23.972255207557662, 95.66666666666667, 'Low Risk'),
(16760, 75, 18, '34:45.8', 36.62990899687417, 95.74550902128165, 126, 83, 86, 'Female', 91.88872567217726, 1.564250350615583, 0.065379153, 43, 37.553438353969526, 97.33333333333333, 'High Risk'),
(16761, 74, 19, '33:45.8', 37.357093803479906, 98.14355881, 131, 85, 52, 'Male', 68.31151595241313, 1.5887798312097152, 0.14715941911745115, 46, 27.062411106180452, 100.33333333333333, 'Low Risk'),
(16762, 97, 17, '32:45.8', 37.31043839618082, 96.81635153465008, 129, 82, 65, 'Male', 78.66644022043394, 1.5279459826380966, 0.12382522799107852, 47, 33.69562344803623, 97.66666666666667, 'High Risk'),
(16763, 96, 12, '31:45.8', 37.16372024589381, 97.75736389291343, 136, 83, 89, 'Female', 55.821926922104055, 1.7613884213726536, 0.12540331502586416, 53, 17.992625871145055, 100.66666666666666, 'High Risk'),
(16764, 83, 13, '30:45.8', 37.49171386589403, 95.99733209712743, 114, 81, 88, 'Female', 57.44234834485988, 1.9786336091233465, 0.069937046, 33, 14.672408938920013, 92, 'High Risk'),
(16765, 95, 14, '29:45.8', 37.169462792707435, 97.82089408853241, 126, 70, 84, 'Male', 81.71205916, 1.719484129, 0.1307525021950427, 56, 27.636930824353684, 88.66666666666666, 'High Risk'),
(16766, 80, 13, '28:45.8', 36.85224730213376, 98.43115885, 139, 71, 31, 'Male', 58.72867435441262, 1.6717386606161972, 0.066277849, 68, 21.01422731335684, 93.66666666666666, 'Low Risk'),
(16767, 70, 15, '27:45.8', 36.39396794146752, 96.36060085996579, 127, 84, 26, 'Male', 53.76884109080781, 1.948253428273488, 0.079838588, 43, 14.165756677808924, 98.33333333333333, 'High Risk'),
(16768, 67, 19, '26:45.8', 37.20984798, 99.61271337336441, 122, 83, 69, 'Male', 66.33717805623698, 1.9537998159942973, 0.073646112, 39, 17.377882811675672, 96, 'High Risk'),
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(16947, 85, 17, '27:45.8', 37.135089077082114, 98.01200939971925, 115, 77, 69, 'Male', 71.71603538234028, 1.8233360754805168, 0.1166456650152773, 38, 21.571623081271078, 89.66666666666667, 'Low Risk'),
(16948, 68, 19, '26:45.8', 37.450165009086206, 99.94598087570397, 136, 72, 30, 'Female', 81.71101414065458, 1.952813430072518, 0.09108278, 64, 21.426887742852518, 93.33333333333333, 'Low Risk'),
(16949, 69, 16, '25:45.8', 36.624262161038295, 95.54292008416937, 123, 87, 26, 'Female', 61.13367634468585, 1.7044052265081793, 0.10457728909760378, 36, 21.04431524, 99, 'Low Risk'),
(16950, 86, 16, '24:45.8', 37.16554318558061, 95.84879647, 136, 71, 31, 'Female', 87.68488244147007, 1.6685133436136683, 0.071256047, 65, 31.496721886849645, 92.66666666666666, 'High Risk'),
(16951, 66, 17, '23:45.8', 36.761861075798244, 95.55231386, 134, 88, 54, 'Female', 92.20401387758244, 1.7969774245302998, 0.1407634328433824, 46, 28.553844181200457, 103.33333333333333, 'Low Risk'),
(16952, 83, 18, '22:45.8', 37.36797830565318, 97.84413928952866, 132, 72, 55, 'Male', 54.03092928991026, 1.8086502251755832, 0.074601864, 60, 16.51707966858589, 92, 'High Risk'),
(16953, 91, 12, '21:45.8', 37.46138654, 96.51587006, 130, 84, 46, 'Female', 97.05652448066942, 1.598478370857179, 0.10390749247216739, 46, 37.98491922043852, 99.33333333333333, 'High Risk'),
(16954, 88, 19, '20:45.8', 37.12238235243004, 95.43099739099758, 111, 87, 46, 'Female', 66.14072168206604, 1.7092534557809789, 0.11756491523079492, 24, 22.63893518316844, 95, 'Low Risk'),
(16955, 75, 19, '19:45.8', 36.28799128177645, 95.96415504784343, 121, 71, 48, 'Female', 53.64964490919456, 1.9074338707373772, 0.14285477693133392, 50, 14.745784116263989, 87.66666666666666, 'High Risk'),
(16956, 64, 19, '18:45.8', 36.823007714341614, 96.76585542629724, 129, 74, 56, 'Female', 53.397111474378576, 1.9647488459431637, 0.099538853, 55, 13.832595578851585, 92.33333333333333, 'High Risk'),
(16957, 91, 12, '17:45.8', 36.39114001, 96.05568647, 116, 82, 55, 'Male', 57.55785433938499, 1.6862826293092805, 0.086100875, 34, 20.24155454876898, 93.33333333333333, 'High Risk'),
(16958, 81, 14, '16:45.8', 36.71264956614538, 98.88820807523835, 110, 85, 21, 'Male', 71.04866575725288, 1.7045635410648787, 0.072280325, 25, 24.45285297, 93.33333333333333, 'Low Risk'),
(16959, 73, 15, '15:45.8', 36.15082981, 97.34367134444602, 111, 77, 79, 'Male', 57.21809974600143, 1.6747495330510385, 0.12505973530860803, 34, 20.40016592265021, 88.33333333333333, 'Low Risk'),
(16960, 84, 13, '14:45.8', 37.334759419459516, 97.51185890133823, 137, 73, 65, 'Female', 94.26141327788896, 1.9412260121787697, 0.098635602, 64, 25.013919195817248, 94.33333333333333, 'Low Risk'),
(16961, 92, 17, '13:45.8', 36.81438734026458, 99.79407150132658, 118, 73, 80, 'Male', 56.32862327349975, 1.6547845768560416, 0.080030406, 45, 20.57056440605862, 88, 'High Risk'),
(16962, 84, 19, '12:45.8', 36.82421211230973, 99.09387034805022, 116, 87, 65, 'Male', 97.42143206951434, 1.916586199663139, 0.078062149, 29, 26.52148245522187, 96.66666666666667, 'Low Risk'),
(16963, 64, 17, '11:45.8', 37.22571485110132, 95.65008643, 134, 87, 38, 'Female', 96.82868908, 1.880586018924694, 0.079368267, 47, 27.37900405343462, 102.66666666666667, 'Low Risk'),
(16964, 86, 18, '10:45.8', 37.48816553233543, 95.37887477274113, 125, 82, 73, 'Female', 74.84203892670645, 1.7657842698642596, 0.14102623511598583, 43, 24.00326518319751, 96.33333333333333, 'Low Risk'),
(16965, 96, 15, '09:45.8', 37.02575229528639, 97.96052885654989, 134, 74, 80, 'Female', 86.65048184546247, 1.6564583150118488, 0.081059998, 60, 31.57984248736325, 94, 'High Risk'),
(16966, 79, 17, '08:45.8', 36.51523593471187, 95.66169781870109, 113, 89, 54, 'Male', 75.83323607002527, 1.6902676463195208, 0.1050646802794494, 24, 26.542915956762393, 97, 'Low Risk'),
(16967, 62, 13, '07:45.8', 37.00805494381356, 97.51367079711446, 135, 72, 55, 'Male', 74.53564515729879, 1.9281018366780434, 0.14061627541702215, 63, 20.049524547977807, 93, 'Low Risk'),
(16968, 81, 14, '06:45.8', 36.058270408026836, 95.84049562952893, 114, 87, 55, 'Male', 66.80499176955863, 1.8400772193481274, 0.075042835, 27, 19.730442139470107, 96, 'Low Risk'),
(16969, 65, 18, '05:45.8', 36.25352418362971, 96.24088229358156, 115, 75, 61, 'Male', 55.40683751881728, 1.861844035312275, 0.088991989, 40, 15.98367965647637, 88.33333333333333, 'High Risk'),
(16970, 90, 13, '04:45.8', 37.33298901, 95.19251307326849, 136, 76, 88, 'Male', 57.910005731148324, 1.9208528794497444, 0.092780019, 60, 15.69514751799445, 96, 'High Risk'),
(16971, 64, 15, '03:45.8', 37.12870256716727, 99.8818354, 125, 85, 40, 'Male', 79.08426471, 1.5072796972589555, 0.12927380101813757, 40, 34.80986848346405, 98.33333333333333, 'High Risk'),
(16972, 86, 19, '02:45.8', 36.85258752752195, 98.01108462319328, 137, 83, 30, 'Male', 96.39284366310665, 1.5440760501928144, 0.10346913021087792, 54, 40.43034236093876, 101, 'High Risk'),
(16973, 90, 12, '01:45.8', 36.38297924, 98.80279362954553, 112, 75, 60, 'Female', 62.711072757831666, 1.832034193003869, 0.069473115, 37, 18.684310673658157, 87.33333333333333, 'Low Risk'),
(16974, 75, 17, '00:45.8', 36.685445577413404, 96.47896694651884, 137, 89, 19, 'Male', 84.24756054616262, 1.9222094240965448, 0.050684443, 48, 22.80110686630479, 105, 'Low Risk'),
(16975, 71, 16, '59:45.8', 36.934377276227586, 96.62082393502449, 128, 89, 34, 'Male', 82.64675465055137, 1.5575438030823423, 0.1144429547925805, 39, 34.06789232942923, 102, 'High Risk'),
(16976, 85, 17, '58:45.8', 36.27713726345529, 99.10070419041952, 120, 86, 73, 'Male', 68.30043042173631, 1.8219723429878854, 0.086497045, 34, 20.575001716715114, 97.33333333333333, 'Low Risk'),
(16977, 98, 12, '57:45.8', 37.33608163476017, 97.62914025286719, 131, 85, 41, 'Male', 88.15471012810852, 1.879969115617174, 0.1382927964933659, 46, 24.942736132446818, 100.33333333333333, 'High Risk'),
(16978, 69, 16, '56:45.8', 37.08934475634348, 99.15685026987285, 136, 82, 18, 'Female', 57.54844670264554, 1.9318240088232814, 0.071305179, 54, 15.420501134584672, 100, 'High Risk'),
(16979, 84, 17, '55:45.8', 37.47718493941435, 99.29937489, 116, 87, 86, 'Male', 73.97002858, 1.658364052527794, 0.091120981, 29, 26.896516503620273, 96.66666666666667, 'Low Risk'),
(16980, 85, 18, '54:45.8', 36.507753856675016, 95.17307892820959, 126, 88, 42, 'Female', 60.05504970586153, 1.6060584736883974, 0.12480429370149725, 38, 23.28235058508556, 100.66666666666667, 'Low Risk'),
(16981, 63, 13, '53:45.8', 36.47703438818948, 95.38182975846851, 138, 79, 41, 'Male', 88.47445220080286, 1.8409354622547154, 0.060896886, 59, 26.106025323389513, 98.66666666666666, 'Low Risk'),
(16982, 86, 12, '52:45.8', 36.28013251322747, 98.51666326997095, 132, 72, 61, 'Female', 88.93322676281781, 1.6789477657566894, 0.1479405649151076, 60, 31.54929655334419, 92, 'High Risk'),
(16983, 94, 15, '51:45.8', 36.086690445584104, 99.31140234, 125, 77, 51, 'Male', 53.11929554, 1.9569406313920665, 0.11374331371426614, 48, 13.870656152255755, 93, 'High Risk'),
(16984, 83, 14, '50:45.8', 36.46461131466031, 95.62525490358027, 134, 82, 45, 'Female', 82.63903623649536, 1.846058748315979, 0.11932543858349716, 52, 24.249020918904844, 99.33333333333333, 'Low Risk'),
(16985, 91, 19, '49:45.8', 37.43624594267779, 98.92450669273902, 137, 78, 39, 'Male', 51.73942499683291, 1.5934897980389446, 0.060720528, 59, 20.376191952179134, 97.66666666666666, 'High Risk'),
(16986, 62, 17, '48:45.8', 37.43696890575322, 97.44797579653088, 130, 79, 69, 'Female', 72.71761558389144, 1.8669791388253554, 0.073980958, 51, 20.862228572649318, 96, 'Low Risk'),
(16987, 68, 15, '47:45.8', 37.32634503166716, 98.20612739190199, 111, 77, 83, 'Female', 67.52072547649176, 1.651944541837314, 0.062038964, 34, 24.74264780272857, 88.33333333333333, 'Low Risk'),
(16988, 71, 13, '46:45.8', 36.29737212221825, 98.36844698, 131, 79, 26, 'Female', 50.152816887621896, 1.7366686138649656, 0.0521016, 52, 16.62881951515983, 96.33333333333333, 'High Risk'),
(16989, 94, 15, '45:45.8', 36.09213265690966, 99.62250493, 112, 70, 60, 'Male', 83.87621814467317, 1.5300222849255272, 0.055060655, 42, 35.82971285902105, 84, 'High Risk'),
(16990, 95, 16, '44:45.8', 36.89512608393926, 97.01201910957835, 111, 72, 66, 'Female', 74.58078100425543, 1.8069864928844095, 0.091984144, 39, 22.841105221116948, 85, 'High Risk'),
(16991, 69, 19, '43:45.8', 37.41621692, 97.78970079238334, 123, 88, 69, 'Male', 50.46035965348466, 1.5429789915077468, 0.11054254665318496, 35, 21.194848456552524, 99.66666666666667, 'Low Risk'),
(16992, 73, 14, '42:45.8', 36.488919250282095, 97.08523814580023, 112, 84, 64, 'Male', 89.01953472878878, 1.5873176468338432, 0.083766727, 28, 35.33113840427801, 93.33333333333333, 'High Risk'),
(16993, 99, 12, '41:45.8', 36.95883044853102, 95.06990514, 131, 72, 25, 'Male', 68.81331548270359, 1.5457200816895802, 0.095981492, 59, 28.801213367786413, 91.66666666666666, 'High Risk'),
(16994, 74, 13, '40:45.8', 36.36233083009468, 96.49212016691192, 112, 77, 36, 'Female', 91.18168191007294, 1.8085159471162675, 0.063444893, 35, 27.878083435315574, 88.66666666666667, 'Low Risk'),
(16995, 67, 12, '39:45.8', 36.09869591409669, 96.06405233, 129, 88, 49, 'Female', 98.96287407325693, 1.8183038825077187, 0.12185474493044496, 41, 29.932250246306904, 101.66666666666667, 'Low Risk'),
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(16997, 95, 16, '37:45.8', 36.75833251436179, 98.91475394680322, 138, 71, 47, 'Female', 83.82722545, 1.792281083438322, 0.10789536623895618, 67, 26.095934269186262, 93.33333333333333, 'High Risk'),
(16998, 89, 15, '36:45.8', 36.015348605413266, 99.03816991465385, 136, 83, 22, 'Female', 54.61232231426015, 1.591408304680525, 0.12496856818030878, 53, 21.563904736183755, 100.66666666666666, 'Low Risk'),
(16999, 62, 18, '35:45.8', 36.477896297223076, 97.16723575700148, 111, 71, 82, 'Male', 93.36006232349266, 1.8710547596873341, 0.10050978988244501, 40, 26.66785817589006, 84.33333333333333, 'Low Risk'),
(17000, 78, 14, '34:45.8', 36.40038765730056, 99.98335591559578, 114, 87, 70, 'Male', 58.60143012560922, 1.650904975363791, 0.13273798342336385, 27, 21.501267485468908, 96, 'Low Risk'),
(17001, 92, 16, '33:45.8', 37.13222673, 96.41781154083934, 125, 83, 62, 'Female', 76.22790137864835, 1.7245790043250873, 0.099010331, 42, 25.629950909749653, 97, 'High Risk'),
(17002, 71, 18, '32:45.8', 37.38120416602475, 99.23593588905968, 120, 87, 32, 'Female', 57.98351427472292, 1.925885418733155, 0.12152345193225107, 33, 15.633047357986824, 98, 'High Risk'),
(17003, 92, 15, '31:45.8', 36.319923091365986, 97.22611222672154, 117, 83, 18, 'Male', 97.06980597, 1.7885236362815693, 0.12300019368378638, 34, 30.345534651643117, 94.33333333333333, 'High Risk'),
(17004, 66, 14, '30:45.8', 37.277642073184616, 95.36081885833116, 123, 78, 36, 'Male', 60.69175577107603, 1.5383052615843487, 0.056882147, 45, 25.64747708855173, 93, 'Low Risk'),
(17005, 69, 13, '29:45.8', 37.342703475909225, 97.92761400782766, 115, 82, 87, 'Female', 94.17563770799484, 1.5201108535176742, 0.14414431114448628, 33, 40.75567121, 93, 'High Risk'),
(17006, 98, 18, '28:45.8', 36.68869214383585, 98.47020138552895, 112, 76, 77, 'Female', 51.87112584812257, 1.8748207263073895, 0.074121944, 36, 14.757275403674162, 88, 'High Risk'),
(17007, 71, 19, '27:45.8', 36.07342154653823, 98.39677135496714, 131, 85, 74, 'Male', 76.00525262897649, 1.7850437173126563, 0.11628263232005796, 46, 23.853158456078273, 100.33333333333333, 'Low Risk'),
(17008, 96, 12, '26:45.8', 36.042487538228784, 95.14745738120216, 116, 88, 73, 'Female', 71.32141357462967, 1.9126578197895103, 0.087522927, 28, 19.49599395071247, 97.33333333333333, 'High Risk'),
(17009, 92, 13, '25:45.8', 37.01528996062291, 99.37015019197045, 116, 83, 44, 'Female', 69.79163002554455, 1.8412667772923625, 0.071718233, 33, 20.585902309084016, 94, 'High Risk'),
(17010, 81, 19, '24:45.8', 36.65376514541246, 99.2764498, 134, 78, 22, 'Male', 57.856690192772334, 1.7919712971813109, 0.073427542, 56, 18.017373732405524, 96.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(17011, 79, 18, '23:45.8', 36.96846024212742, 95.83281708873277, 120, 83, 53, 'Female', 99.42032260886944, 1.5134810913237828, 0.11905940997647944, 37, 43.403141941670604, 95.33333333333333, 'High Risk'),
(17012, 86, 17, '22:45.8', 37.45187084118739, 95.88000240280836, 130, 70, 25, 'Male', 99.79008504971432, 1.5527000773656323, 0.059166893, 60, 41.39160276603311, 90, 'High Risk'),
(17013, 85, 17, '21:45.8', 37.05278476367896, 99.00956471680158, 128, 76, 49, 'Female', 98.60148252069538, 1.8331330208794385, 0.054771515746970416, 52, 29.34238989791886, 93.33333333333333, 'Low Risk'),
(17014, 99, 16, '20:45.8', 36.120548761636186, 95.81112882125159, 137, 77, 58, 'Female', 71.77679624542424, 1.8806745015723678, 0.12323919340779878, 60, 20.293492575962738, 97, 'High Risk'),
(17015, 92, 12, '19:45.8', 37.01537522073648, 97.26194403282172, 127, 88, 52, 'Male', 88.40377361706447, 1.506280353551861, 0.12781135118285697, 39, 38.96360935749382, 101, 'High Risk'),
(17016, 65, 17, '18:45.8', 36.82625375004617, 95.92884507106045, 118, 72, 23, 'Female', 70.60842605663136, 1.649083714174782, 0.1442963071223412, 46, 25.96397158528426, 87.33333333333333, 'Low Risk'),
(17017, 86, 14, '17:45.8', 37.224789232196684, 95.57350912416914, 114, 89, 53, 'Male', 93.91276459387015, 1.905642002, 0.10083285570246164, 25, 25.860802189453366, 97.33333333333333, 'Low Risk'),
(17018, 85, 13, '16:45.8', 36.08858381266712, 95.18840981, 113, 71, 57, 'Female', 93.01224527428252, 1.6071987567111914, 0.12342620248927089, 42, 36.00816190036703, 85, 'High Risk'),
(17019, 92, 15, '15:45.8', 37.44927642694173, 96.77074982101897, 131, 72, 82, 'Female', 79.52679847428236, 1.9350776076523546, 0.054805026, 59, 21.238151992870396, 91.66666666666666, 'High Risk'),
(17020, 77, 14, '14:45.8', 36.72594264047854, 98.70884835963014, 131, 89, 79, 'Female', 76.96819733512811, 1.810999070279148, 0.059426114, 42, 23.467934120669828, 103, 'Low Risk'),
(17021, 64, 19, '13:45.8', 36.051896805800745, 99.34670426077413, 123, 89, 22, 'Male', 95.78732322643451, 1.9643338939378898, 0.13948745819640962, 34, 24.82432317368556, 100.33333333333333, 'Low Risk'),
(17022, 65, 14, '12:45.8', 36.50835277750664, 99.22834333074975, 128, 72, 54, 'Male', 56.483876596901176, 1.7112556189606865, 0.11183616476279232, 56, 19.288334153372023, 90.66666666666666, 'Low Risk'),
(17023, 96, 13, '11:45.8', 37.398300801670686, 97.63810772961136, 127, 83, 40, 'Female', 96.48182791183136, 1.5107723331279412, 0.051018847, 44, 42.27148227939124, 97.66666666666667, 'High Risk'),
(17024, 77, 18, '10:45.8', 37.19727939937424, 99.30309281866724, 113, 71, 65, 'Female', 93.05267284517237, 1.6148135881423857, 0.086455339, 42, 35.68486531265808, 85, 'High Risk'),
(17025, 72, 12, '09:45.8', 37.478845109130646, 96.90937914, 123, 72, 33, 'Male', 99.63578421731145, 1.7881623105005418, 0.1306251496401741, 51, 31.160288471910505, 89, 'High Risk'),
(17026, 72, 12, '08:45.8', 37.17539556513716, 99.87246114658093, 115, 82, 41, 'Female', 77.35301024134358, 1.9869715389628442, 0.13411103901330504, 33, 19.592683656533573, 93, 'Low Risk'),
(17027, 61, 12, '07:45.8', 37.13085971613578, 97.4079804, 111, 79, 80, 'Male', 51.345304278643916, 1.8777129816818796, 0.14488042767496723, 32, 14.56271379456924, 89.66666666666667, 'High Risk'),
(17028, 97, 18, '06:45.8', 37.04753796560728, 95.03474858411951, 127, 76, 54, 'Female', 74.21956505486867, 1.5971762783761825, 0.1292850369530355, 51, 29.09462086874066, 93, 'High Risk'),
(17029, 60, 14, '05:45.8', 36.286201871343835, 97.51679917752426, 135, 76, 60, 'Female', 99.94265706034574, 1.8721255416221039, 0.12840557057018465, 59, 28.515497597687446, 95.66666666666666, 'Low Risk'),
(17030, 83, 16, '04:45.8', 37.277029250700295, 95.48982835768099, 126, 89, 21, 'Male', 89.26896435154114, 1.813529128470945, 0.10601277515453891, 37, 27.142598674958812, 101.33333333333333, 'Low Risk'),
(17031, 66, 13, '03:45.8', 37.48762761958394, 99.82656684305343, 119, 80, 38, 'Female', 85.46013194170456, 1.7016912840315688, 0.06944196, 39, 29.512228863284694, 93, 'Low Risk'),
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(17210, 76, 12, '04:45.8', 37.44566941271118, 97.76739230122165, 118, 88, 31, 'Male', 97.38479327070485, 1.9587805848213529, 0.13564900723739742, 30, 25.381633294609852, 98, 'Low Risk'),
(17211, 71, 16, '03:45.8', 36.771914424315796, 95.76701447391352, 124, 83, 69, 'Male', 84.44570165, 1.9756289650767567, 0.083356271, 41, 21.63549216204741, 96.66666666666667, 'Low Risk'),
(17212, 74, 13, '02:45.8', 36.302071585682235, 97.24884165506394, 136, 76, 45, 'Male', 69.39942570194238, 1.6724701518769993, 0.086502778, 60, 24.81070614451303, 96, 'Low Risk'),
(17213, 80, 18, '01:45.8', 37.26457613784408, 98.43708373566483, 115, 80, 39, 'Female', 61.03179507492628, 1.5542045353303804, 0.10154078977450262, 35, 25.266192449479885, 91.66666666666667, 'Low Risk'),
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(17224, 78, 19, '50:45.8', 37.31694720145547, 95.49627522, 130, 84, 73, 'Male', 52.077140700432295, 1.6623677821280032, 0.06866763, 46, 18.844859528617373, 99.33333333333333, 'Low Risk'),
(17225, 63, 19, '49:45.8', 36.88172031266893, 96.35174162481569, 131, 76, 35, 'Male', 52.48403708044799, 1.5262870358279763, 0.080099221, 55, 22.529668568437998, 94.33333333333333, 'Low Risk'),
(17226, 62, 19, '48:45.8', 36.69238393648752, 95.80698903499638, 127, 77, 50, 'Male', 67.21183070263518, 1.928384307726966, 0.07833785, 50, 18.074177678398147, 93.66666666666666, 'High Risk'),
(17227, 82, 17, '47:45.8', 36.647089265612124, 95.44102739173707, 134, 79, 19, 'Male', 75.86024106910703, 1.7607804568608931, 0.12511181695203472, 55, 24.468300184483983, 97.33333333333333, 'Low Risk'),
(17228, 86, 14, '46:45.8', 36.343008310238275, 99.16681452623332, 111, 89, 37, 'Female', 84.37466862172579, 1.8193115706825456, 0.081904411, 22, 25.491648237245375, 96.33333333333333, 'Low Risk'),
(17229, 78, 13, '45:45.8', 36.25981535405239, 97.58605585199932, 135, 77, 44, 'Female', 71.88068630571118, 1.6881919514974593, 0.1365990515585352, 58, 25.22136366129457, 96.33333333333333, 'Low Risk'),
(17230, 94, 13, '44:45.8', 36.597036393872116, 97.23863842046772, 139, 72, 54, 'Male', 64.35716969, 1.8280485663177959, 0.10086390488737727, 67, 19.258456512283455, 94.33333333333333, 'High Risk'),
(17231, 69, 19, '43:45.8', 36.23283458544903, 97.12922988959737, 110, 70, 26, 'Male', 81.95047346630464, 1.8280318511623745, 0.082361708, 40, 24.523584540367782, 83.33333333333333, 'Low Risk'),
(17232, 63, 19, '42:45.8', 36.44375973389769, 98.03293333401416, 133, 79, 72, 'Male', 86.09097148, 1.9819506897268333, 0.13827123435194044, 54, 21.916536252835595, 97, 'Low Risk'),
(17233, 72, 18, '41:45.8', 36.81605812258916, 98.52285856488231, 115, 76, 68, 'Female', 78.66858333, 1.8905782324579483, 0.070862525, 39, 22.00959357018081, 89, 'Low Risk'),
(17234, 98, 19, '40:45.8', 36.884777500824526, 99.06780359911033, 117, 89, 82, 'Female', 92.81567132364856, 1.5583136032928881, 0.147035814, 28, 38.22183967748561, 98.33333333333333, 'High Risk'),
(17235, 89, 14, '39:45.8', 36.682391048232496, 96.74066015, 134, 80, 48, 'Female', 90.46485975290328, 1.7260370263664262, 0.13380099804462753, 54, 30.36544839774933, 98, 'High Risk'),
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(17237, 61, 14, '37:45.8', 36.081413105050665, 97.13367051815686, 113, 75, 85, 'Male', 52.613367249839584, 1.6385441101473974, 0.083919462, 38, 19.596559164348193, 87.66666666666667, 'Low Risk'),
(17238, 86, 19, '36:45.8', 36.229134004929506, 98.64344175681076, 137, 82, 53, 'Male', 55.868361544960734, 1.7758326265779039, 0.1453905416916742, 55, 17.715845058335344, 100.33333333333333, 'High Risk'),
(17239, 91, 17, '35:45.8', 36.96453675493404, 99.22698252, 111, 85, 49, 'Female', 99.27183695320232, 1.711037109017619, 0.12629348468875748, 26, 33.90839245200935, 93.66666666666667, 'High Risk'),
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(17241, 68, 13, '33:45.8', 37.04992901251709, 99.40645752273406, 124, 88, 57, 'Female', 80.27278680348044, 1.6283711955387994, 0.071987188, 36, 30.273422187302625, 100, 'High Risk'),
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(17243, 84, 15, '31:45.8', 36.712098620251346, 95.99674678587482, 136, 82, 50, 'Female', 81.13238514497883, 1.974180864887227, 0.12508314235855017, 54, 20.817106660590433, 100, 'Low Risk'),
(17244, 66, 17, '30:45.8', 36.72818379697363, 99.38491661242455, 116, 73, 74, 'Female', 94.58972019296954, 1.9360614561920197, 0.10721728937520897, 43, 25.235136769578112, 87.33333333333333, 'Low Risk'),
(17245, 66, 16, '29:45.8', 36.207111086089164, 96.36100761995309, 122, 85, 38, 'Male', 82.59303314, 1.8420073286227825, 0.11765035877312227, 37, 24.342249412199138, 97.33333333333333, 'Low Risk'),
(17246, 86, 12, '28:45.8', 36.365723456292464, 98.50587497650419, 128, 78, 32, 'Female', 54.19126782223619, 1.525279576321376, 0.11469789843400825, 50, 23.29326682148737, 94.66666666666666, 'Low Risk'),
(17247, 71, 18, '27:45.8', 37.36562438255902, 98.14924881526038, 113, 87, 25, 'Female', 65.94524967598818, 1.720671259924379, 0.14272410622942064, 26, 22.273461070315545, 95.66666666666667, 'Low Risk'),
(17248, 83, 16, '26:45.8', 37.02628779578102, 96.25824601910739, 123, 80, 56, 'Male', 88.70005087850967, 1.8322116818107248, 0.13448837693758897, 43, 26.42241888787104, 94.33333333333333, 'Low Risk'),
(17249, 72, 13, '25:45.8', 36.387771139668075, 99.38326697919696, 134, 78, 43, 'Male', 93.59841887388897, 1.788872471854616, 0.077225925, 56, 29.248914333686255, 96.66666666666666, 'Low Risk'),
(17250, 91, 13, '24:45.8', 36.39350327408001, 97.51135998395937, 128, 82, 23, 'Male', 94.32788308254007, 1.9457138987209337, 0.1316344536867376, 46, 24.916218211854666, 97.33333333333333, 'High Risk'),
(17251, 91, 14, '23:45.8', 36.96793074836985, 98.85977553242738, 113, 73, 70, 'Male', 88.63029494226879, 1.6896976659685445, 0.062740312, 40, 31.043035832924094, 86.33333333333333, 'High Risk'),
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(17258, 85, 18, '16:45.8', 36.77798137158769, 97.72099163569649, 114, 86, 87, 'Female', 53.286966964361135, 1.814389391854389, 0.12283996482729821, 28, 16.18676289923362, 95.33333333333333, 'High Risk'),
(17259, 97, 16, '15:45.8', 36.546630861428426, 95.33682723, 135, 88, 25, 'Male', 73.36767921, 1.5048142022312445, 0.12126477920973812, 47, 32.39955301960827, 103.66666666666667, 'High Risk'),
(17260, 77, 12, '14:45.8', 37.26621014358274, 95.60854011746494, 110, 87, 35, 'Male', 84.58937682800108, 1.5810903864808141, 0.123592426, 23, 33.837824174709084, 94.66666666666667, 'High Risk'),
(17261, 78, 12, '13:45.8', 36.71857476273715, 96.47312450243047, 135, 78, 54, 'Female', 82.22239465450568, 1.6306695577487382, 0.084123954, 57, 30.921332003225768, 97, 'High Risk'),
(17262, 82, 17, '12:45.8', 37.33750411958738, 99.07560294252158, 123, 81, 38, 'Female', 96.71871518, 1.5712400427920858, 0.1451238810292889, 42, 39.17648267, 95, 'High Risk'),
(17263, 62, 16, '11:45.8', 37.27363847147553, 99.91820219190583, 130, 75, 83, 'Female', 56.82315180695359, 1.9395032054756896, 0.12463627685288824, 55, 15.105820356960947, 93.33333333333333, 'High Risk'),
(17264, 97, 18, '10:45.8', 36.87931464363391, 96.00618336286135, 112, 75, 85, 'Female', 60.88134077546944, 1.6297179352096363, 0.088931915, 37, 22.922359432726186, 87.33333333333333, 'High Risk'),
(17265, 86, 13, '09:45.8', 36.48727739997248, 98.93178597226436, 135, 75, 50, 'Female', 77.86630988411775, 1.953709432102708, 0.12908938915460266, 60, 20.399975573451922, 95, 'Low Risk'),
(17266, 69, 16, '08:45.8', 36.22460616802709, 99.17850086690939, 119, 86, 45, 'Male', 76.87789309, 1.578922582334895, 0.06127065, 33, 30.83754527565298, 97, 'High Risk'),
(17267, 61, 14, '07:45.8', 37.259533111278834, 97.97768245953093, 139, 74, 74, 'Female', 56.204202447886956, 1.899190551033721, 0.085921874, 65, 15.58230524807973, 95.66666666666666, 'High Risk'),
(17268, 87, 18, '06:45.8', 36.86639258413215, 98.69496176183553, 130, 73, 35, 'Female', 78.98346612132796, 1.6126893720588775, 0.053209374, 57, 30.36929713227202, 92, 'High Risk'),
(17269, 95, 12, '05:45.8', 37.125398261814475, 98.74175414691089, 114, 71, 75, 'Female', 51.54114815303498, 1.9611425007549008, 0.10073748055094367, 43, 13.400956137766867, 85.33333333333333, 'High Risk'),
(17270, 72, 16, '04:45.8', 37.42642429615054, 97.90781126, 138, 84, 22, 'Female', 78.82724402524923, 1.8668148405955582, 0.14072422391185946, 54, 22.61902359, 102, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(17272, 76, 18, '02:45.8', 36.90300354356048, 95.33473543741329, 125, 85, 45, 'Female', 68.94459805, 1.6599910132651778, 0.14112007258134782, 40, 25.020084390898226, 98.33333333333333, 'Low Risk'),
(17273, 79, 16, '01:45.8', 36.82227129775853, 96.76564760734347, 111, 75, 78, 'Male', 76.21057150277059, 1.8067314999236148, 0.1317983954571716, 36, 23.346833468463366, 87, 'Low Risk'),
(17274, 91, 15, '00:45.8', 36.34987883589626, 96.49140626502934, 125, 88, 56, 'Male', 54.94473241802194, 1.873977500598982, 0.057519352, 37, 15.645783559529072, 100.33333333333333, 'High Risk'),
(17275, 62, 18, '59:45.8', 37.376089553341394, 98.53248874341602, 129, 76, 54, 'Male', 62.86689104822305, 1.7070410553803157, 0.077630556, 53, 21.574167745243333, 93.66666666666666, 'Low Risk'),
(17276, 74, 14, '58:45.8', 36.380181002815554, 98.59681203595281, 127, 70, 23, 'Male', 87.2884023, 1.559782785687133, 0.10841613438291357, 57, 35.87800601669683, 89, 'High Risk'),
(17277, 72, 16, '57:45.8', 37.01390891172223, 99.28370681, 123, 74, 68, 'Male', 51.49424908179708, 1.9768576213066664, 0.11644152413888259, 49, 13.176739090911642, 90.33333333333333, 'High Risk'),
(17278, 68, 15, '56:45.8', 37.42190243138168, 95.33751698788444, 126, 89, 43, 'Male', 55.089946358265905, 1.9927782571026023, 0.056843349767137535, 37, 13.872489265426651, 101.33333333333333, 'High Risk'),
(17279, 84, 14, '55:45.8', 36.66608562075864, 98.70654842423913, 129, 85, 59, 'Female', 60.54063868744062, 1.5204745973847817, 0.055306054, 44, 26.187175622910353, 99.66666666666667, 'Low Risk'),
(17280, 73, 12, '54:45.8', 37.225519115698155, 99.35562877957997, 126, 81, 65, 'Female', 75.40168983046097, 1.912209267336963, 0.12335256540373753, 45, 20.621024665227388, 96, 'Low Risk'),
(17281, 69, 12, '53:45.8', 36.976659724920644, 95.98872644106635, 120, 81, 89, 'Female', 54.56111249821999, 1.8134741875091207, 0.084905557, 39, 16.590537645019108, 94, 'High Risk'),
(17282, 98, 13, '52:45.8', 36.85378552594137, 97.23006305662447, 119, 88, 28, 'Female', 72.30879568, 1.5243830837910621, 0.09589359, 31, 31.117370214966282, 98.33333333333333, 'High Risk'),
(17283, 78, 17, '51:45.8', 37.46428742533612, 98.64384997, 111, 78, 87, 'Female', 85.65356502016118, 1.6155890283827516, 0.096708396, 33, 32.81584965125144, 89, 'High Risk'),
(17284, 69, 18, '50:45.8', 36.56652309456993, 98.1858106, 117, 73, 54, 'Male', 78.81154049, 1.7185425877551024, 0.082158342, 44, 26.685123590697653, 87.66666666666667, 'Low Risk'),
(17285, 95, 15, '49:45.8', 37.399387297933885, 95.62449588, 121, 74, 50, 'Male', 50.19918887243321, 1.754667698602465, 0.088485235, 47, 16.304479430066067, 89.66666666666667, 'High Risk'),
(17286, 62, 19, '48:45.8', 36.65961233470074, 97.95832761157965, 111, 82, 28, 'Female', 86.06400927522448, 1.727469508526095, 0.096420213, 29, 28.84036768782408, 91.66666666666667, 'Low Risk'),
(17287, 83, 12, '47:45.8', 37.22823814255834, 95.12929473714806, 112, 77, 71, 'Male', 52.49645161085423, 1.7762480020419897, 0.1461851512055159, 35, 16.638828457690988, 88.66666666666667, 'High Risk'),
(17288, 96, 12, '46:45.8', 36.29870224737785, 98.05156889301222, 116, 71, 50, 'Male', 70.00711547591389, 1.746749552625709, 0.096407387, 45, 22.944621732488642, 86, 'High Risk'),
(17289, 72, 16, '45:45.8', 36.27827245306583, 95.9537747, 127, 70, 71, 'Male', 58.08980359322784, 1.5460341055786655, 0.14452106691430902, 57, 24.303105244423485, 89, 'Low Risk'),
(17290, 94, 15, '44:45.8', 37.231663768842964, 95.00990965, 132, 73, 63, 'Female', 98.90569028989573, 1.6305931466014298, 0.069804742, 59, 37.198896180598844, 92.66666666666666, 'High Risk'),
(17291, 88, 14, '43:45.8', 37.4828399, 95.65002415716751, 134, 73, 65, 'Female', 86.36673373552634, 1.5816331737697582, 0.1257389991184558, 61, 34.525101545848045, 93.33333333333333, 'High Risk'),
(17292, 73, 14, '42:45.8', 36.81901923845551, 98.16477467318043, 137, 80, 26, 'Male', 91.29781402213973, 1.767593449055263, 0.07197771, 57, 29.221036215152676, 99, 'Low Risk'),
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(17469, 65, 15, '45:45.8', 36.664283498131546, 97.98550490197084, 131, 72, 67, 'Male', 98.87884419582883, 1.8293082667456702, 0.14913218561746294, 59, 29.54810184784069, 91.66666666666666, 'Low Risk'),
(17470, 75, 16, '44:45.8', 36.60677603679567, 97.90018098436448, 119, 86, 76, 'Female', 78.76092021704383, 1.9042794852188774, 0.054402847, 33, 21.71947903781864, 97, 'Low Risk'),
(17471, 81, 15, '43:45.8', 37.211091430877474, 96.67270074803854, 134, 89, 67, 'Female', 86.81643842438103, 1.8796272716308322, 0.11515206415452969, 45, 24.573017507618257, 104, 'Low Risk'),
(17472, 94, 19, '42:45.8', 36.38695716066205, 95.31461553781583, 127, 74, 57, 'Female', 66.7070548, 1.5681060179515849, 0.12209178494798963, 53, 27.12819655, 91.66666666666666, 'High Risk'),
(17473, 98, 17, '41:45.8', 37.47830874628248, 96.70999547868249, 120, 87, 83, 'Female', 95.05104556686186, 1.5609140100291348, 0.050523504, 33, 39.01206518279926, 98, 'High Risk'),
(17474, 92, 14, '40:45.8', 36.41470033332039, 97.46270748191995, 122, 78, 42, 'Female', 71.43345750981511, 1.9563040351534746, 0.13058183625013942, 44, 18.66504192800427, 92.66666666666667, 'High Risk'),
(17475, 82, 19, '39:45.8', 36.61706453473836, 97.79636058733712, 111, 89, 43, 'Male', 96.47764429540992, 1.5694267811274751, 0.14456573430596809, 22, 39.16918833690946, 96.33333333333333, 'High Risk'),
(17476, 69, 14, '38:45.8', 36.86336898908856, 97.25710937011276, 119, 75, 78, 'Female', 85.64338739410837, 1.736165991, 0.061729856, 44, 28.412624178395394, 89.66666666666667, 'Low Risk'),
(17477, 75, 12, '37:45.8', 36.73760337406559, 98.33780949261055, 118, 81, 68, 'Male', 52.94167978655893, 1.7609346398178194, 0.055350329731993345, 37, 17.07305516500821, 93.33333333333333, 'High Risk'),
(17478, 76, 15, '36:45.8', 36.39127792327769, 95.58566627350325, 111, 72, 50, 'Male', 78.72040615753735, 1.8482972072601447, 0.055237292, 39, 23.043248937455306, 85, 'Low Risk'),
(17479, 86, 13, '35:45.8', 36.35884806403027, 97.35751802513508, 127, 74, 86, 'Female', 92.14260002021305, 1.685074147028229, 0.12856961874154882, 53, 32.45057761818162, 91.66666666666666, 'High Risk'),
(17480, 79, 14, '34:45.8', 36.061529105674545, 98.64612239944688, 127, 73, 26, 'Female', 50.97054262401907, 1.9785413386856625, 0.11803034603559277, 54, 13.020540110853254, 91, 'High Risk'),
(17481, 60, 14, '33:45.8', 37.436888147346934, 96.99794112662795, 119, 83, 44, 'Male', 82.94613321, 1.675825262, 0.069946493, 36, 29.53511586592724, 95, 'Low Risk'),
(17482, 89, 19, '32:45.8', 36.92377534887984, 98.17916868919768, 120, 85, 53, 'Male', 78.59316441291102, 1.9115650893393994, 0.094072485, 35, 21.50832520142838, 96.66666666666667, 'Low Risk'),
(17483, 62, 14, '31:45.8', 36.37958965228013, 96.30585609, 119, 82, 61, 'Female', 86.82815546464789, 1.6504002023051827, 0.11772770931926978, 37, 31.87733737088963, 94.33333333333333, 'High Risk'),
(17484, 78, 12, '30:45.8', 36.70735111103089, 96.49586612454408, 135, 83, 62, 'Male', 58.050367501350266, 1.9079674218704188, 0.095210743, 52, 15.946415048500374, 100.33333333333333, 'High Risk'),
(17485, 81, 15, '29:45.8', 36.57711272248541, 95.17630365, 129, 71, 34, 'Female', 51.69323129592084, 1.6151939214860216, 0.085306082, 58, 19.81455563799294, 90.33333333333333, 'Low Risk'),
(17486, 99, 15, '28:45.8', 37.10473738, 95.05318009403854, 113, 78, 43, 'Male', 79.29793235564662, 1.9640566952536043, 0.070951943, 35, 20.556720129711376, 89.66666666666667, 'High Risk'),
(17487, 81, 14, '27:45.8', 36.86986929732302, 97.24288290555553, 135, 71, 62, 'Male', 93.25322914030018, 1.7558917685071558, 0.1208903279121312, 64, 30.246031041861205, 92.33333333333333, 'High Risk'),
(17488, 65, 14, '26:45.8', 36.266909024652506, 99.10190275374572, 136, 74, 58, 'Female', 80.87503507, 1.895619663710308, 0.11303488451326206, 62, 22.50671294192002, 94.66666666666666, 'Low Risk'),
(17489, 60, 19, '25:45.8', 36.95542165, 98.15409162445765, 117, 84, 55, 'Male', 56.22872603686705, 1.6781731540727125, 0.1317413973203224, 33, 19.965707538349953, 95, 'Low Risk'),
(17490, 67, 19, '24:45.8', 36.26736149648693, 99.46893933, 134, 71, 72, 'Male', 54.05280167560606, 1.5327365812540488, 0.096573037, 63, 23.00822756, 92, 'Low Risk'),
(17491, 93, 16, '23:45.8', 36.784683550168765, 97.45479936776479, 112, 87, 86, 'Female', 94.09014754479398, 1.9409168364966254, 0.098354307, 25, 24.97642609994329, 95.33333333333333, 'High Risk'),
(17492, 69, 17, '22:45.8', 36.58846607632709, 97.41633356335258, 123, 83, 49, 'Male', 86.32821470343319, 1.7972091394236824, 0.14179028550617007, 40, 26.72732672833322, 96.33333333333333, 'Low Risk'),
(17493, 79, 12, '21:45.8', 37.36324522761947, 97.47947507, 124, 86, 25, 'Male', 68.36702584225385, 1.8098976034533534, 0.1026592961499308, 38, 20.870779863300896, 98.66666666666667, 'Low Risk'),
(17494, 67, 17, '20:45.8', 37.13576520901513, 97.94802117, 134, 89, 25, 'Male', 85.85696997587175, 1.591584362825511, 0.10296320916174725, 45, 33.89348532007504, 104, 'High Risk'),
(17495, 82, 16, '19:45.8', 37.49577882943183, 95.77711544922444, 128, 84, 60, 'Female', 67.04422621077781, 1.7567796694900686, 0.059875569327733275, 44, 21.72334947, 98.66666666666667, 'Low Risk'),
(17496, 68, 18, '18:45.8', 36.24264118179283, 98.91602024930806, 130, 83, 86, 'Male', 50.20533278719966, 1.6105045776548839, 0.087236133, 47, 19.35645949004165, 98.66666666666667, 'Low Risk'),
(17497, 60, 14, '17:45.8', 37.47945800429946, 97.23497055215098, 134, 84, 41, 'Male', 58.14887854707414, 1.5821578926278097, 0.09836733, 50, 23.22959827160991, 100.66666666666666, 'Low Risk'),
(17498, 86, 15, '16:45.8', 36.38279579, 96.69669723710876, 112, 75, 80, 'Male', 98.10218671753236, 1.5116582957625497, 0.067658251, 37, 42.931041498030105, 87.33333333333333, 'High Risk'),
(17499, 81, 19, '15:45.8', 37.105443473253615, 98.09214641285247, 128, 79, 79, 'Female', 58.60892625322478, 1.8419773903761483, 0.061059436, 49, 17.274089872429776, 95.33333333333333, 'High Risk'),
(17500, 94, 16, '14:45.8', 37.01379170317728, 97.58069043012992, 122, 82, 21, 'Female', 80.56369259210452, 1.7141458870874269, 0.14173241179069931, 40, 27.418506930904545, 95.33333333333333, 'High Risk'),
(17501, 72, 17, '13:45.8', 37.07756777461634, 96.26600255452875, 131, 86, 51, 'Female', 77.93151737219956, 1.564138271444928, 0.088000188, 45, 31.85391723274181, 101, 'High Risk'),
(17502, 69, 14, '12:45.8', 36.62919268715336, 96.11223866300988, 110, 71, 68, 'Male', 69.02869845844178, 1.7224987391163264, 0.080258464, 39, 23.265471556611388, 84, 'Low Risk'),
(17503, 79, 17, '11:45.8', 36.57264685, 96.56645973845521, 129, 72, 61, 'Male', 78.47920148219212, 1.7995497566932745, 0.13675786996078365, 57, 24.234097850229915, 91, 'Low Risk'),
(17504, 83, 17, '10:45.8', 36.80266522005235, 99.87003496179938, 117, 80, 65, 'Male', 57.92303010249721, 1.5541357876314292, 0.085973179, 37, 23.981334699259858, 92.33333333333333, 'Low Risk'),
(17505, 93, 17, '09:45.8', 36.25830840591609, 99.69416987797844, 139, 72, 74, 'Male', 91.96696709473102, 1.8019076088139618, 0.071802833, 67, 28.32479831354956, 94.33333333333333, 'High Risk'),
(17506, 90, 19, '08:45.8', 36.570636878096785, 98.25538227468327, 128, 70, 85, 'Female', 53.80062538226832, 1.987179715360691, 0.054759145, 58, 13.624263461182599, 89.33333333333333, 'High Risk'),
(17507, 72, 13, '07:45.8', 36.28243825334233, 97.58226296386137, 117, 74, 82, 'Female', 52.90077883996785, 1.741502978556992, 0.066516886, 43, 17.442696446784215, 88.33333333333333, 'High Risk'),
(17508, 95, 15, '06:45.8', 36.27597282308533, 99.38525564201711, 120, 77, 44, 'Female', 57.62200238550254, 1.7946437082100486, 0.085374846, 43, 17.890886670442534, 91.33333333333333, 'High Risk'),
(17509, 75, 18, '05:45.8', 36.77205835, 98.22751255, 124, 84, 68, 'Male', 69.68960714, 1.7722287134315684, 0.056642337713146654, 40, 22.188527343652147, 97.33333333333333, 'Low Risk'),
(17510, 92, 15, '04:45.8', 36.66645119723238, 96.72330251839693, 115, 88, 53, 'Male', 93.91189464789474, 1.9350031943393793, 0.11283114545319689, 27, 25.08171506390097, 97, 'High Risk'),
(17511, 95, 18, '03:45.8', 36.458664, 96.09457912908519, 113, 87, 79, 'Male', 62.21743644, 1.902813142599224, 0.062026107, 26, 17.183824476840204, 95.66666666666667, 'High Risk'),
(17512, 79, 13, '02:45.8', 36.96340462504895, 98.86571302629442, 112, 81, 67, 'Female', 62.99581834849796, 1.5341348106963875, 0.11870970737317542, 31, 26.766073917263437, 91.33333333333333, 'Low Risk'),
(17513, 89, 17, '01:45.8', 36.62093869403157, 99.11840328669622, 114, 80, 42, 'Male', 77.09176866493245, 1.907557887265419, 0.11579640904892281, 34, 21.186175104692996, 91.33333333333333, 'Low Risk'),
(17514, 89, 13, '00:45.8', 36.98590142800566, 96.58196007367405, 139, 77, 23, 'Female', 56.79609074946582, 1.6634882264773796, 0.12683763347014543, 62, 20.524802250908866, 97.66666666666666, 'Low Risk'),
(17515, 96, 12, '59:45.8', 36.94209734272971, 95.47518648913844, 125, 88, 21, 'Female', 54.770989892048064, 1.9187176356865443, 0.062766274, 37, 14.877448495378765, 100.33333333333333, 'High Risk'),
(17516, 89, 13, '58:45.8', 36.337231818982914, 98.54034188446653, 128, 80, 65, 'Male', 85.39298892468125, 1.6609272872782381, 0.1026975730249263, 48, 30.954299098598817, 96, 'High Risk'),
(17517, 66, 13, '57:45.8', 37.265739229274125, 95.36407820320812, 137, 80, 49, 'Female', 63.57543011184469, 1.7973329936315163, 0.11264467798189737, 57, 19.680322620980295, 99, 'Low Risk'),
(17518, 80, 14, '56:45.8', 37.111006013305854, 98.38200206559779, 118, 78, 89, 'Male', 84.80892534299161, 1.9332237642361039, 0.094393299, 40, 22.692236957151966, 91.33333333333333, 'Low Risk'),
(17519, 78, 16, '55:45.8', 37.01302804443013, 96.14635352953249, 121, 71, 55, 'Female', 65.82180415409087, 1.9044371669892262, 0.059399632, 50, 18.14832236054371, 87.66666666666666, 'High Risk'),
(17520, 63, 19, '54:45.8', 36.19442169285989, 99.3369399, 133, 89, 63, 'Female', 60.21466067536713, 1.5325171408129448, 0.14091986080694707, 44, 25.63843796020983, 103.66666666666667, 'Low Risk'),
(17521, 81, 14, '53:45.8', 37.450332193325266, 95.15687046980955, 122, 80, 35, 'Male', 68.62761329342031, 1.9589031121297107, 0.062142277, 42, 17.884342690654304, 94, 'High Risk'),
(17522, 69, 19, '52:45.8', 36.85487472718672, 98.41141722381136, 138, 78, 65, 'Female', 61.834520435206436, 1.6281378117480236, 0.10831690112532699, 60, 23.32645120949695, 98, 'Low Risk'),
(17523, 71, 13, '51:45.8', 36.93221855842796, 95.86231896722754, 121, 79, 52, 'Female', 56.277405482718194, 1.5413507399353799, 0.085752825, 42, 23.68814848920489, 93, 'Low Risk'),
(17524, 89, 18, '50:45.8', 36.052672034783505, 98.16970539, 131, 78, 49, 'Female', 82.27457609066528, 1.7015043376295398, 0.062248366, 53, 28.41839406796157, 95.66666666666666, 'Low Risk'),
(17525, 72, 13, '49:45.8', 37.46249273180059, 96.65234189961741, 136, 80, 39, 'Female', 73.12578442425325, 1.9628538975509033, 0.05158911, 56, 18.979929218466374, 98.66666666666666, 'Low Risk'),
(17526, 76, 18, '48:45.8', 37.43864970846554, 95.39126840018352, 138, 87, 76, 'Male', 78.98008488708815, 1.5435181052218356, 0.099621753, 51, 33.150809674725636, 104, 'High Risk'),
(17527, 93, 17, '47:45.8', 36.82096384536235, 96.23024257737448, 114, 74, 44, 'Male', 61.97353064940194, 1.9547192617665505, 0.085487349, 40, 16.21949968846536, 87.33333333333333, 'High Risk'),
(17528, 86, 17, '46:45.8', 36.987531910174326, 97.17575987178306, 110, 70, 32, 'Male', 53.82194050288195, 1.5110034684728035, 0.094075367, 40, 23.573736744209793, 83.33333333333333, 'Low Risk'),
(17529, 86, 13, '45:45.8', 37.279459817285755, 98.13221522, 130, 88, 70, 'Female', 77.44634869471251, 1.8608378950506637, 0.11296703028569405, 42, 22.36577048387018, 102, 'Low Risk'),
(17530, 69, 17, '44:45.8', 37.32836291683147, 99.11848251419751, 134, 75, 58, 'Female', 67.54285035, 1.691043925216423, 0.1308186424133399, 59, 23.619440562474647, 94.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(17531, 63, 13, '43:45.8', 37.29167418321812, 95.83161745485371, 117, 75, 75, 'Male', 55.410879876956606, 1.9389743801924741, 0.059662498, 42, 14.738419202512365, 89, 'High Risk'),
(17532, 76, 15, '42:45.8', 36.300374333609284, 99.09934834264438, 139, 71, 69, 'Female', 93.94249848510049, 1.9053060728604503, 0.14960858491610673, 68, 25.878112887183818, 93.66666666666666, 'Low Risk'),
(17533, 61, 18, '41:45.8', 37.44798033287968, 97.41887302, 131, 87, 86, 'Female', 86.93803584154564, 1.513837703942222, 0.1332627988280352, 44, 37.93596961572856, 101.66666666666667, 'High Risk'),
(17534, 92, 13, '40:45.8', 36.743114139741095, 98.63188638166608, 125, 79, 51, 'Female', 87.38030647751603, 1.8721909626218047, 0.089806531, 46, 24.929483151398546, 94.33333333333333, 'High Risk'),
(17535, 68, 15, '39:45.8', 37.285329880447414, 96.96279288593192, 137, 86, 47, 'Male', 92.17606273483382, 1.8837323709618976, 0.14325165214699978, 51, 25.976447152622548, 103, 'Low Risk'),
(17536, 82, 13, '38:45.8', 36.79503027243597, 99.90090686627534, 137, 82, 88, 'Female', 55.117254245123576, 1.865868867914401, 0.057694699, 55, 15.831619276347364, 100.33333333333333, 'High Risk'),
(17537, 87, 16, '37:45.8', 36.20461341406043, 97.05088224099862, 132, 79, 63, 'Female', 89.51881437, 1.6075753247220699, 0.076693337, 53, 34.639503516359156, 96.66666666666666, 'High Risk'),
(17538, 65, 17, '36:45.8', 36.59306600305336, 97.60760430621761, 118, 73, 87, 'Male', 83.87847905928342, 1.9113202075890108, 0.11231947319116646, 45, 22.96062174651827, 88, 'Low Risk'),
(17539, 89, 19, '35:45.8', 36.788750756794244, 95.80246647, 135, 70, 58, 'Female', 80.16029508126803, 1.831069201431534, 0.13988752642060903, 65, 23.90836026974638, 91.66666666666666, 'Low Risk'),
(17540, 84, 15, '34:45.8', 37.06972860339793, 95.68831924012346, 123, 79, 21, 'Male', 86.45906812085522, 1.646236035027682, 0.058218005, 44, 31.902619383239948, 93.66666666666667, 'High Risk'),
(17541, 77, 14, '33:45.8', 37.43059971924167, 97.70107031716793, 133, 79, 31, 'Female', 71.32465873221372, 1.5121485314684482, 0.077595779, 54, 31.192544138564553, 97, 'High Risk'),
(17542, 95, 18, '32:45.8', 37.16303853490045, 96.26600888602441, 115, 75, 75, 'Male', 70.7285372, 1.7266742643314335, 0.064242713, 40, 23.723231350247477, 88.33333333333333, 'High Risk'),
(17543, 71, 12, '31:45.8', 37.37838446880844, 99.55954780776065, 121, 73, 82, 'Male', 79.98508577534504, 1.5562742225557238, 0.089493671, 48, 33.02453922088141, 89, 'High Risk'),
(17544, 89, 18, '30:45.8', 36.438134, 97.92890318435754, 126, 82, 62, 'Female', 87.97730168956275, 1.7570218921010328, 0.059744453, 44, 28.498125344979407, 96.66666666666667, 'Low Risk'),
(17545, 99, 13, '29:45.8', 36.77467484061107, 97.71706399365478, 111, 84, 68, 'Male', 96.87346386647064, 1.7677030608459885, 0.095931074, 27, 31.00174937938658, 93, 'High Risk'),
(17546, 79, 13, '28:45.8', 37.39393766577243, 98.50149890940804, 114, 77, 64, 'Female', 93.673897, 1.669958510913739, 0.060030276, 37, 33.589785075224604, 89.33333333333333, 'High Risk'),
(17547, 90, 15, '27:45.8', 37.20926839717391, 98.20783218473501, 123, 89, 37, 'Male', 78.10398706284147, 1.9735665072677806, 0.077574813, 34, 20.05255295, 100.33333333333333, 'Low Risk'),
(17548, 80, 14, '26:45.8', 36.17673698305548, 97.37095703535455, 120, 72, 39, 'Female', 75.58146835869589, 1.7227689484772912, 0.077235599, 48, 25.466030460504793, 88, 'Low Risk'),
(17549, 99, 19, '25:45.8', 37.214027180338334, 97.28782981613752, 110, 74, 39, 'Female', 68.28883116102745, 1.6944356181792042, 0.080412006, 36, 23.78480171972711, 86, 'High Risk'),
(17550, 76, 18, '24:45.8', 36.97546914783209, 98.19353629554465, 133, 85, 21, 'Female', 80.77494891707417, 1.8909735316730156, 0.14065598388799233, 48, 22.589457025686546, 101, 'Low Risk'),
(17551, 70, 19, '23:45.8', 37.432221456968676, 97.08627994782921, 114, 77, 47, 'Female', 67.61799039680187, 1.7923137770105873, 0.095317775, 37, 21.049131108422895, 89.33333333333333, 'Low Risk'),
(17552, 96, 17, '22:45.8', 36.88035994291962, 95.14874393495609, 115, 74, 86, 'Female', 93.12670810974352, 1.814960009741275, 0.067275592, 41, 28.270932314647773, 87.66666666666667, 'High Risk'),
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(17730, 71, 12, '24:45.8', 36.83418213017267, 96.79819807369164, 121, 78, 68, 'Female', 66.75294616479538, 1.7431838633231242, 0.081723566, 43, 21.96767244256227, 92.33333333333333, 'Low Risk'),
(17731, 84, 17, '23:45.8', 36.702972095374896, 99.24767048293398, 112, 84, 26, 'Male', 93.33149006, 1.6777981705444478, 0.089056603, 28, 33.154979709426975, 93.33333333333333, 'High Risk'),
(17732, 77, 15, '22:45.8', 36.547937764308955, 95.00302722, 136, 85, 53, 'Female', 60.16297194716588, 1.6172355214500715, 0.063284924, 51, 23.002907764522554, 102, 'Low Risk'),
(17733, 96, 17, '21:45.8', 36.50646190519089, 99.1161247, 118, 71, 66, 'Male', 90.74134094193585, 1.7885440779313777, 0.13493323888474645, 47, 28.36650939795884, 86.66666666666667, 'High Risk'),
(17734, 95, 13, '20:45.8', 37.008685237008606, 98.99762791929167, 123, 89, 65, 'Male', 66.72530570230852, 1.5084315563711492, 0.063886823, 34, 29.325089999944826, 100.33333333333333, 'High Risk'),
(17735, 72, 18, '19:45.8', 36.278886749774664, 97.49465788069375, 130, 75, 56, 'Female', 75.91039762640278, 1.930091214028745, 0.13751538969663551, 55, 20.377251176925594, 93.33333333333333, 'Low Risk'),
(17736, 76, 12, '18:45.8', 36.77637278413712, 99.59984838310129, 137, 75, 86, 'Male', 79.61619680254267, 1.5548246153841978, 0.059140831871254324, 62, 32.93355497583819, 95.66666666666666, 'High Risk'),
(17737, 80, 17, '17:45.8', 37.085586187225694, 99.77457372805631, 135, 78, 65, 'Male', 86.55937841408863, 1.7943840549549706, 0.11921756658888769, 57, 26.883346286388935, 97, 'Low Risk'),
(17738, 74, 13, '16:45.8', 36.91913464246818, 97.34298601504047, 118, 89, 81, 'Male', 70.86619855558405, 1.8151508153119065, 0.072847879, 29, 21.508677438486757, 98.66666666666667, 'Low Risk'),
(17739, 91, 18, '15:45.8', 37.40247705348667, 98.74866282702314, 137, 84, 22, 'Male', 74.0122879, 1.5336903861979416, 0.05279178, 53, 31.46505092695734, 101.66666666666666, 'High Risk'),
(17740, 98, 14, '14:45.8', 36.480025805036355, 98.90889620360564, 110, 83, 70, 'Male', 72.02831155403985, 1.5689172133210625, 0.12503640177907416, 27, 29.26194425694837, 92, 'High Risk'),
(17741, 94, 18, '13:45.8', 37.058491739486556, 96.82110635585606, 123, 87, 45, 'Male', 59.75324005394431, 1.5384769333039279, 0.084246974, 36, 25.245238679851866, 99, 'High Risk'),
(17742, 96, 18, '12:45.8', 36.66867759397268, 97.21325930968202, 119, 81, 29, 'Female', 91.89059749123498, 1.5332960624378116, 0.10101600601375263, 38, 39.085802627011596, 93.66666666666667, 'High Risk'),
(17743, 81, 19, '11:45.8', 36.95103600058979, 99.18616367231182, 112, 72, 36, 'Male', 90.57047042, 1.9737000404075602, 0.1466237728048811, 40, 23.250073141499662, 85.33333333333333, 'Low Risk'),
(17744, 78, 18, '10:45.8', 36.158716338992825, 99.43346827, 138, 86, 58, 'Male', 84.96600199, 1.8628581302350025, 0.14812522791140778, 52, 24.48418318768722, 103.33333333333333, 'Low Risk'),
(17745, 93, 15, '09:45.8', 37.40788315875912, 96.98928251706337, 120, 86, 44, 'Male', 64.07862382841252, 1.9661393789431727, 0.082587917, 34, 16.576184538812313, 97.33333333333333, 'High Risk'),
(17746, 60, 18, '08:45.8', 36.57608099, 98.22937397175684, 125, 79, 81, 'Female', 60.515450196350244, 1.5226496803577443, 0.085440225, 46, 26.101548748667344, 94.33333333333333, 'Low Risk'),
(17747, 75, 15, '07:45.8', 36.80635642202904, 96.37456925537224, 130, 77, 70, 'Male', 71.33799221378396, 1.696058396495936, 0.070975637, 53, 24.799291848888803, 94.66666666666666, 'Low Risk'),
(17748, 89, 12, '06:45.8', 36.59654106049839, 99.61362402479385, 124, 81, 84, 'Female', 91.16948054, 1.914666860541353, 0.14785118226358435, 43, 24.869270111651428, 95.33333333333333, 'Low Risk'),
(17749, 84, 16, '05:45.8', 36.51696557093772, 96.88575398915397, 139, 76, 67, 'Male', 63.258892139640295, 1.8579306998008467, 0.14977610127237956, 63, 18.325783855882886, 97, 'High Risk'),
(17750, 76, 18, '04:45.8', 36.824045239943096, 95.02054861907942, 128, 73, 71, 'Female', 50.40147794232255, 1.5904402639913169, 0.10805645584908416, 55, 19.925468785616577, 91.33333333333333, 'Low Risk'),
(17751, 60, 17, '03:45.8', 36.10296674335758, 96.44341888501114, 116, 77, 85, 'Female', 81.53239250471857, 1.5273787128560279, 0.097990048, 39, 34.949158190377446, 90, 'High Risk'),
(17752, 84, 13, '02:45.8', 37.40969122, 97.22305998129772, 120, 84, 78, 'Female', 73.60227620356136, 1.550426519800916, 0.10574817365167583, 36, 30.618849549220865, 96, 'High Risk'),
(17753, 82, 16, '01:45.8', 37.10916735302865, 96.67461978662038, 116, 88, 51, 'Female', 85.24651971122833, 1.689575102466382, 0.057923867, 28, 29.862190054137127, 97.33333333333333, 'Low Risk'),
(17754, 85, 18, '00:45.8', 36.68358194212598, 95.25373584, 123, 85, 35, 'Female', 71.05698322239263, 1.6795933356193686, 0.11299841075057677, 38, 25.188278106076037, 97.66666666666667, 'Low Risk'),
(17755, 67, 18, '59:45.8', 36.13942581250545, 98.71564224598472, 120, 81, 52, 'Female', 70.38196909344919, 1.7257627213017113, 0.077252131, 39, 23.631932971822458, 94, 'Low Risk'),
(17756, 61, 18, '58:45.8', 36.01788460352207, 99.05124495179174, 139, 80, 87, 'Male', 73.83056538444802, 1.8834044381364516, 0.054772068, 59, 20.813686807197694, 99.66666666666666, 'Low Risk'),
(17757, 76, 15, '57:45.8', 36.650581698231754, 96.82811272174699, 132, 78, 32, 'Female', 61.63551099457325, 1.5509314113322095, 0.086246236, 54, 25.623934590489444, 96, 'Low Risk'),
(17758, 74, 13, '56:45.8', 37.36169913, 97.13756589888344, 113, 80, 33, 'Male', 76.06360749565158, 1.7782739756363437, 0.130256936, 33, 24.053571688214966, 91, 'Low Risk'),
(17759, 83, 19, '55:45.8', 37.333457191801244, 96.09259153275018, 121, 76, 58, 'Male', 53.169745186019924, 1.7278758968736376, 0.11828158941254228, 45, 17.80899803823435, 91, 'High Risk'),
(17760, 72, 19, '54:45.8', 36.90753492959042, 99.05676700551592, 133, 78, 45, 'Male', 57.55341149770606, 1.6309915655496332, 0.11349539792747891, 55, 21.63553512681241, 96.33333333333333, 'Low Risk'),
(17761, 78, 18, '53:45.8', 36.86280398, 96.88137916293297, 127, 74, 85, 'Female', 97.80305777, 1.8903369364547402, 0.11372278419645611, 53, 27.369949261137567, 91.66666666666666, 'Low Risk'),
(17762, 78, 15, '52:45.8', 37.38429724129043, 98.87565601515752, 121, 75, 86, 'Male', 61.64484962154726, 1.6921231953999198, 0.057272695, 46, 21.52944527394265, 90.33333333333333, 'Low Risk'),
(17763, 96, 13, '51:45.8', 37.20097735090126, 97.68960560325846, 135, 81, 21, 'Male', 80.36003615006575, 1.9296619506968593, 0.060738015, 54, 21.581302715503586, 99, 'High Risk'),
(17764, 80, 16, '50:45.8', 36.377006520589354, 99.66724518, 138, 79, 61, 'Male', 65.65131780299504, 1.738367711833647, 0.13808779258539017, 59, 21.72501846570099, 98.66666666666666, 'Low Risk'),
(17765, 63, 13, '49:45.8', 36.69407955667927, 99.57441968355194, 120, 77, 18, 'Male', 97.08690552715464, 1.776715347726574, 0.068584807, 43, 30.75565291383153, 91.33333333333333, 'High Risk'),
(17766, 96, 16, '48:45.8', 36.365990753839824, 96.41945435369749, 120, 87, 84, 'Male', 70.8873665, 1.5725509589566098, 0.13564488240440903, 33, 28.665491121180928, 98, 'High Risk'),
(17767, 99, 14, '47:45.8', 37.33893741257191, 98.76514196090419, 127, 74, 62, 'Female', 71.80444021283425, 1.782280708666642, 0.076049206, 53, 22.60471772, 91.66666666666666, 'High Risk'),
(17768, 77, 12, '46:45.8', 37.02732834371506, 98.10146351890285, 134, 81, 34, 'Female', 81.92547075877752, 1.7607041182306447, 0.11628686243608641, 53, 26.426897821442306, 98.66666666666666, 'Low Risk'),
(17769, 82, 19, '45:45.8', 36.80259385, 99.66360909457997, 122, 74, 24, 'Female', 68.97092186, 1.5468834419998578, 0.081776466, 48, 28.823774353391656, 90, 'Low Risk'),
(17770, 78, 18, '44:45.8', 36.539373460155446, 98.44008731919416, 126, 89, 23, 'Female', 58.96952798970314, 1.7818245692153374, 0.072687043, 37, 18.57367172586362, 101.33333333333333, 'Low Risk'),
(17771, 95, 15, '43:45.8', 37.46209219341348, 95.67073712068313, 110, 86, 76, 'Male', 94.49506359922415, 1.6515396449099151, 0.1347080699519344, 24, 34.644246101803255, 94, 'High Risk'),
(17772, 96, 17, '42:45.8', 36.89193299362214, 97.70573007590409, 135, 89, 56, 'Male', 64.18137367286656, 1.6300141445018217, 0.13977286418429197, 46, 24.15606902995984, 104.33333333333333, 'High Risk'),
(17773, 94, 15, '41:45.8', 36.804394744838156, 96.53062851, 120, 78, 21, 'Female', 74.95290025, 1.586667016574721, 0.12303765233929947, 42, 29.772606310954934, 92, 'High Risk'),
(17774, 64, 12, '40:45.8', 36.565794603622244, 97.80044230584683, 119, 76, 71, 'Male', 79.30608801967976, 1.9206028604724024, 0.067992335, 43, 21.49964975478558, 90.33333333333333, 'Low Risk'),
(17775, 90, 19, '39:45.8', 36.76258909140864, 96.54935004865273, 124, 85, 57, 'Female', 96.91856258, 1.919653681773339, 0.10493484702127763, 39, 26.300329654119775, 98, 'Low Risk'),
(17776, 93, 12, '38:45.8', 36.30828682, 98.51746439073386, 123, 76, 18, 'Male', 88.53167666366618, 1.6584076598106285, 0.12855588389364486, 47, 32.18963848310423, 91.66666666666667, 'High Risk'),
(17777, 99, 19, '37:45.8', 37.27080181938599, 98.44672480169845, 139, 89, 60, 'Female', 80.65669357945741, 1.927516383566254, 0.13082305150450163, 50, 21.709221927431276, 105.66666666666666, 'High Risk'),
(17778, 75, 12, '36:45.8', 36.62197722398614, 95.63610095752865, 129, 80, 79, 'Male', 53.704266820211565, 1.9722778976069117, 0.050080657, 49, 13.806149640914079, 96.33333333333333, 'High Risk'),
(17779, 87, 15, '35:45.8', 37.42332136451758, 97.47846623866567, 114, 84, 69, 'Male', 62.06713060802301, 1.845535321509153, 0.12205190111558283, 30, 18.222877057047086, 94, 'High Risk'),
(17780, 65, 16, '34:45.8', 36.606497561047604, 98.90434182858034, 123, 89, 57, 'Male', 76.88894324620775, 1.9178098476236576, 0.085185617, 34, 20.90512666952379, 100.33333333333333, 'Low Risk'),
(17781, 83, 12, '33:45.8', 36.7823452, 95.67101261455224, 138, 75, 85, 'Female', 63.8781959, 1.685160258035132, 0.097292765, 63, 22.494183058281656, 96, 'Low Risk'),
(17782, 79, 13, '32:45.8', 36.301124134263986, 96.93240419132007, 116, 87, 83, 'Female', 59.558181261457094, 1.9359598731072372, 0.10457632728572516, 29, 15.89090840454043, 96.66666666666667, 'High Risk'),
(17783, 73, 17, '31:45.8', 36.364994885046194, 98.02933188618933, 130, 81, 78, 'Female', 69.04249331521522, 1.9871100930631826, 0.14421803053811966, 49, 17.485280675942484, 97.33333333333333, 'High Risk'),
(17784, 80, 19, '30:45.8', 37.33764564, 95.72622915328283, 126, 78, 47, 'Male', 87.54309794603041, 1.725836783251856, 0.14490321266198666, 48, 29.391548612133644, 94, 'Low Risk'),
(17785, 86, 16, '29:45.8', 37.143537445734246, 96.52054176, 134, 84, 83, 'Female', 90.69150173668554, 1.682349029, 0.097120833, 50, 32.04309001646029, 100.66666666666666, 'High Risk'),
(17786, 91, 18, '28:45.8', 36.14257278073194, 95.20831212, 115, 78, 46, 'Female', 61.51408845, 1.9318110044967636, 0.050194976794984594, 37, 16.483343968437673, 90.33333333333333, 'High Risk'),
(17787, 75, 17, '27:45.8', 36.83999474293651, 99.96141325387327, 126, 73, 46, 'Female', 91.22620141347643, 1.8567587124722091, 0.1498901676060832, 53, 26.46114610193879, 90.66666666666666, 'Low Risk'),
(17788, 77, 12, '26:45.8', 37.33631816844392, 97.26237117826477, 135, 72, 50, 'Female', 94.33109989144006, 1.5773327134048551, 0.050563816, 63, 37.91475702742316, 93, 'High Risk'),
(17789, 98, 16, '25:45.8', 37.06921508983341, 98.94049989, 128, 80, 38, 'Female', 55.45593886062978, 1.7798207456167576, 0.076629024, 48, 17.50634701947736, 96, 'High Risk'),
(17790, 78, 15, '24:45.8', 36.992717658282324, 97.80583142882953, 129, 83, 57, 'Female', 67.55392455276066, 1.5013739195347056, 0.079349428, 46, 29.969041256842637, 98.33333333333333, 'Low Risk'),
(17791, 98, 19, '23:45.8', 37.29887054445935, 95.84294643509946, 124, 82, 30, 'Male', 56.16528474517978, 1.9404171849925116, 0.11202712921917066, 42, 14.916871224661126, 96, 'High Risk'),
(17792, 76, 19, '22:45.8', 37.34117159655193, 99.87275930736932, 113, 71, 49, 'Female', 70.07069126880391, 1.993898243738762, 0.14535650788220167, 42, 17.62505254041898, 85, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(17793, 85, 15, '21:45.8', 37.00909127351949, 98.48242568012456, 113, 82, 39, 'Female', 74.16306396102775, 1.7260474587726435, 0.059810499, 31, 24.893284258566506, 92.33333333333333, 'Low Risk'),
(17794, 73, 19, '20:45.8', 37.17070872048968, 99.47306749711383, 130, 70, 55, 'Female', 72.50898827, 1.744697752376215, 0.051490052978253514, 60, 23.820531209607587, 90, 'Low Risk'),
(17795, 71, 17, '19:45.8', 36.53050620641651, 95.59517038585811, 129, 75, 53, 'Female', 67.81061532571759, 1.5875415522030196, 0.11637587023655602, 54, 26.905897454351116, 93, 'Low Risk'),
(17796, 78, 14, '18:45.8', 36.815962216868925, 98.49505442, 137, 77, 22, 'Female', 56.849326473451086, 1.977619418159653, 0.13730649421119734, 60, 14.535831776242171, 97, 'High Risk'),
(17797, 77, 16, '17:45.8', 36.97854047842066, 99.45179837132578, 111, 89, 19, 'Female', 96.87690195249309, 1.6762423236403394, 0.14964034213083663, 22, 34.47836301480802, 96.33333333333333, 'High Risk'),
(17798, 90, 17, '16:45.8', 36.33251910489312, 95.90583517671804, 137, 84, 77, 'Female', 85.60369967, 1.6712406737956615, 0.08445663, 53, 30.648875232389965, 101.66666666666666, 'High Risk'),
(17799, 96, 17, '15:45.8', 36.697298653670764, 96.70977312, 133, 86, 61, 'Female', 56.85537314053985, 1.9464482824610436, 0.1226114942656111, 47, 15.006719893035859, 101.66666666666667, 'High Risk'),
(17800, 85, 14, '14:45.8', 37.18259875951862, 95.38989485865416, 134, 77, 47, 'Male', 72.13215563, 1.6179263296681528, 0.11344206269961636, 57, 27.55569859072864, 96, 'Low Risk'),
(17801, 65, 12, '13:45.8', 36.03887270889447, 96.64812502898126, 117, 89, 34, 'Male', 79.44377515484965, 1.9332936344257574, 0.099792916, 28, 21.255152810732366, 98.33333333333333, 'Low Risk'),
(17802, 84, 15, '12:45.8', 36.39424101711607, 99.18894633711163, 125, 77, 57, 'Female', 62.864178211424154, 1.761099351454859, 0.13356531487343887, 48, 20.26914961240292, 93, 'Low Risk'),
(17803, 97, 19, '11:45.8', 36.26534203789225, 96.55460402023417, 119, 88, 27, 'Male', 71.37785170152992, 1.9472329898357985, 0.063368444, 31, 18.82468142119868, 98.33333333333333, 'High Risk'),
(17804, 96, 13, '10:45.8', 36.62208597950435, 99.31308447465939, 110, 86, 71, 'Male', 68.27624220597042, 1.7520777835737342, 0.12146260471669651, 24, 22.241437081272892, 94, 'High Risk'),
(17805, 63, 17, '09:45.8', 37.24409038157393, 98.31726718604195, 124, 76, 66, 'Male', 68.59034975736301, 1.6778642421951293, 0.063518756, 48, 24.36404427652378, 92, 'Low Risk'),
(17806, 62, 19, '08:45.8', 36.62615679, 95.16086210517707, 124, 81, 88, 'Female', 70.69565179, 1.9681292992127828, 0.076716289, 43, 18.25094891857609, 95.33333333333333, 'High Risk'),
(17807, 88, 13, '07:45.8', 36.18594715466515, 95.73370758457683, 120, 76, 22, 'Female', 71.10047525684286, 1.743740075690864, 0.073408195, 44, 23.383472530703113, 90.66666666666667, 'Low Risk'),
(17808, 61, 13, '06:45.8', 37.42764353845606, 97.86834209, 112, 74, 64, 'Male', 94.34150715521334, 1.8650325447459564, 0.14415843252109234, 38, 27.122516419328754, 86.66666666666667, 'Low Risk'),
(17809, 79, 12, '05:45.8', 36.79704364651481, 98.40686576483678, 111, 76, 19, 'Male', 65.29019131563238, 1.8477421799683673, 0.097459312, 35, 19.123403793912004, 87.66666666666667, 'Low Risk'),
(17810, 89, 18, '04:45.8', 36.384520762350725, 98.93726869059572, 139, 72, 55, 'Female', 89.42624985340768, 1.6829287649235445, 0.051639515, 67, 31.57428695731249, 94.33333333333333, 'High Risk'),
(17811, 96, 18, '03:45.8', 37.013697937353605, 96.70298527664094, 125, 89, 28, 'Female', 82.76001216839029, 1.582261124913249, 0.10518469127854073, 36, 33.057060305783494, 101, 'High Risk'),
(17812, 90, 17, '02:45.8', 36.09320211474428, 97.85955529845955, 123, 73, 47, 'Male', 81.16417574532852, 1.6428399720892668, 0.12522145386669664, 50, 30.072799600374374, 89.66666666666666, 'High Risk'),
(17813, 60, 15, '01:45.8', 37.397994486198535, 95.97301688204018, 116, 84, 52, 'Female', 67.51798823051367, 1.7505080706206821, 0.074653418, 32, 22.033894149488894, 94.66666666666667, 'Low Risk'),
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(17991, 68, 16, '03:45.8', 36.39195798, 98.33167716799875, 135, 78, 41, 'Female', 79.25520852544918, 1.8061010042009376, 0.074007123, 57, 24.29650158802904, 97, 'Low Risk'),
(17992, 95, 16, '02:45.8', 36.71771453033779, 95.30972583370533, 111, 78, 19, 'Female', 82.29007943351738, 1.768597625, 0.077434876, 33, 26.308095316711597, 89, 'High Risk'),
(17993, 60, 12, '01:45.8', 36.262582223807414, 98.39584834235812, 117, 71, 18, 'Male', 54.46156751534126, 1.991766160841478, 0.1283622162392578, 46, 13.728194948433146, 86.33333333333333, 'High Risk'),
(17994, 87, 17, '00:45.8', 36.63978360882151, 98.43012254541105, 124, 70, 72, 'Male', 68.92439423653484, 1.697474948330229, 0.14495188706530177, 54, 23.920277337982505, 88, 'Low Risk'),
(17995, 87, 14, '59:45.8', 36.52492410556124, 96.40233774449186, 118, 80, 74, 'Female', 62.91047497310933, 1.8642785938619948, 0.062897398, 38, 18.10094873056578, 92.66666666666667, 'High Risk'),
(17996, 69, 15, '58:45.8', 36.80408673013538, 98.15102247, 130, 82, 55, 'Female', 93.18695641119368, 1.5116232096299316, 0.14218650279154038, 48, 40.78195343480373, 98, 'High Risk'),
(17997, 61, 14, '57:45.8', 37.15342312693728, 97.50278081942007, 118, 78, 22, 'Male', 63.78353494360226, 1.9173845889811914, 0.077979625, 40, 17.34962609977964, 91.33333333333333, 'High Risk'),
(17998, 99, 13, '56:45.8', 37.00234694157028, 98.68939941373135, 123, 86, 37, 'Male', 54.433372182561726, 1.5065594294993343, 0.13913120485898073, 37, 23.982403404373148, 98.33333333333333, 'High Risk'),
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(18001, 97, 14, '53:45.8', 36.35145575108646, 96.18891198770896, 111, 82, 57, 'Male', 58.95814892771033, 1.705469999807642, 0.052131662, 29, 20.270089727656504, 91.66666666666667, 'High Risk'),
(18002, 95, 13, '52:45.8', 37.00948547872395, 96.89872946552504, 115, 80, 25, 'Female', 52.933238935396126, 1.737873881357399, 0.11994921460029181, 35, 17.52636921583975, 91.66666666666667, 'High Risk'),
(18003, 84, 13, '51:45.8', 37.331585043533224, 98.24642705538987, 110, 77, 85, 'Male', 56.377386195974125, 1.6159891323900921, 0.13013789130866973, 33, 21.588778244840796, 88, 'Low Risk'),
(18004, 82, 19, '50:45.8', 36.605032005461354, 95.07260995, 131, 80, 73, 'Male', 75.00310205424356, 1.7282628611643842, 0.12730956088329076, 51, 25.110746911824663, 97, 'Low Risk'),
(18005, 97, 13, '49:45.8', 36.36421220058849, 97.84560217731783, 124, 81, 64, 'Male', 98.42330507641137, 1.7861927217205005, 0.13388042985005155, 43, 30.849015863977584, 95.33333333333333, 'High Risk'),
(18006, 85, 13, '48:45.8', 36.24667899688861, 99.15190943423636, 115, 87, 73, 'Female', 56.05225566096647, 1.583255333528287, 0.084315113, 28, 22.36099759, 96.33333333333333, 'Low Risk'),
(18007, 64, 18, '47:45.8', 36.747811264709945, 97.45359435322169, 115, 76, 63, 'Female', 59.99385759, 1.9732842257169092, 0.095109189, 39, 15.40733407699194, 89, 'High Risk'),
(18008, 73, 17, '46:45.8', 36.47997067, 99.41106383185799, 115, 89, 25, 'Male', 55.362073527260655, 1.7392624594537376, 0.11558706553546928, 26, 18.30130679686804, 97.66666666666667, 'High Risk'),
(18009, 73, 19, '45:45.8', 37.37398136239481, 99.66809192369918, 114, 88, 68, 'Male', 56.84847911124645, 1.5255899149913497, 0.091499566, 26, 24.42548703261322, 96.66666666666667, 'Low Risk'),
(18010, 82, 13, '44:45.8', 36.74523009730139, 99.82258482869644, 126, 82, 72, 'Male', 96.45642618887373, 1.8972136743599224, 0.14604323546788872, 44, 26.79777117610215, 96.66666666666667, 'Low Risk'),
(18011, 82, 12, '43:45.8', 36.20564721214914, 97.79717863490484, 139, 87, 20, 'Male', 62.54481476324122, 1.820866220956925, 0.10644953299881205, 52, 18.86406273, 104.33333333333333, 'Low Risk'),
(18012, 99, 16, '42:45.8', 37.2138097, 99.30669027173367, 131, 73, 43, 'Female', 68.70021126033716, 1.6939294188341845, 0.060336984821909835, 58, 23.942387278367786, 92.33333333333333, 'High Risk'),
(18013, 95, 17, '41:45.8', 36.924831154331926, 97.1650152, 129, 73, 75, 'Male', 92.06581680366304, 1.6405030443009336, 0.074851229, 56, 34.20931115634372, 91.66666666666666, 'High Risk'),
(18014, 72, 14, '40:45.8', 36.71647538875048, 96.34100170937366, 111, 70, 28, 'Female', 89.99076133590079, 1.924802262150837, 0.13414464920359068, 41, 24.289897671736682, 83.66666666666667, 'Low Risk'),
(18015, 76, 13, '39:45.8', 36.818647461302376, 97.45663557669829, 121, 88, 42, 'Male', 80.56118910012447, 1.5117290799846805, 0.088510386, 33, 35.25152691765867, 99, 'High Risk'),
(18016, 83, 16, '38:45.8', 37.19638435818876, 96.10504429778074, 129, 79, 35, 'Female', 57.47839729194603, 1.9902228570189058, 0.1384595614708432, 50, 14.51112992620515, 95.66666666666666, 'High Risk'),
(18017, 63, 12, '37:45.8', 36.80694893914519, 95.02209493646245, 132, 81, 67, 'Female', 85.34133787805081, 1.8692236240745543, 0.088261976, 51, 24.425132286391584, 98, 'Low Risk'),
(18018, 70, 19, '36:45.8', 37.376640213600005, 96.48606093, 119, 72, 59, 'Male', 97.12510118452704, 1.5661574927618407, 0.10875165652768093, 47, 39.59684824338522, 87.66666666666667, 'High Risk'),
(18019, 99, 18, '35:45.8', 36.25026839997108, 95.43870996374318, 138, 75, 34, 'Male', 68.21484334288016, 1.9038161550077644, 0.085587792, 63, 18.82040091558964, 96, 'High Risk'),
(18020, 70, 13, '34:45.8', 36.76176429913382, 96.33035058089942, 138, 73, 63, 'Female', 87.45756121528699, 1.6314625763781467, 0.079439906, 65, 32.85815171559192, 94.66666666666666, 'High Risk'),
(18021, 77, 19, '33:45.8', 36.202223987787235, 95.74999085071154, 115, 71, 25, 'Male', 50.24373524101111, 1.9496789198317521, 0.069358873, 44, 13.217695001533858, 85.66666666666667, 'High Risk'),
(18022, 83, 14, '32:45.8', 37.058320879970225, 98.78915521330276, 125, 71, 70, 'Male', 65.84131108, 1.908526430825844, 0.069796032, 54, 18.075990843602078, 89, 'High Risk'),
(18023, 83, 18, '31:45.8', 37.033772361955286, 97.61581310965859, 111, 79, 26, 'Female', 97.74759201, 1.8054146589204803, 0.053113597123677886, 32, 29.988320156078558, 89.66666666666667, 'Low Risk'),
(18024, 90, 14, '30:45.8', 37.29547557192396, 98.54425789941865, 139, 82, 54, 'Female', 93.21110467036499, 1.6459844739387357, 0.050947449, 57, 34.404574121869025, 101, 'High Risk'),
(18025, 83, 12, '29:45.8', 36.557664465258384, 98.72822880954583, 111, 75, 82, 'Male', 90.46244133200292, 1.8880619179417315, 0.096549299, 36, 25.376740502649028, 87, 'Low Risk'),
(18026, 87, 12, '28:45.8', 36.070327, 95.67149846643032, 119, 76, 18, 'Female', 54.20304622871653, 1.9434114106408087, 0.13270332656463701, 43, 14.351397648479162, 90.33333333333333, 'High Risk'),
(18027, 70, 18, '27:45.8', 36.82254164, 99.34010603484663, 112, 78, 33, 'Female', 89.62496835, 1.5086910507050764, 0.11653262750995193, 34, 39.375709013682894, 89.33333333333333, 'High Risk'),
(18028, 80, 17, '26:45.8', 36.482132470978996, 98.67811240225898, 135, 82, 23, 'Male', 88.78229152781353, 1.704476270399912, 0.050208423, 53, 30.559372443294947, 99.66666666666666, 'High Risk'),
(18029, 69, 15, '25:45.8', 37.193849220256666, 98.98138739, 111, 75, 67, 'Male', 56.55511663, 1.9788323067687685, 0.11572219913964817, 36, 14.442883830613246, 87, 'High Risk'),
(18030, 65, 16, '24:45.8', 37.16145650941035, 99.36787758852594, 136, 71, 54, 'Female', 60.15639019382826, 1.5306498712145156, 0.06007122, 65, 25.676158566838687, 92.66666666666666, 'Low Risk'),
(18031, 90, 12, '23:45.8', 36.64615092456797, 98.03108208949959, 124, 75, 37, 'Female', 64.59806664579905, 1.698432668, 0.1432235062202098, 49, 22.393545072937176, 91.33333333333333, 'Low Risk'),
(18032, 89, 17, '22:45.8', 36.34727505657126, 98.05835071768784, 136, 81, 37, 'Female', 90.91161233935199, 1.8906244836679313, 0.060799562, 55, 25.43365668558611, 99.33333333333333, 'Low Risk'),
(18033, 87, 18, '21:45.8', 36.94702624124875, 95.76615043942917, 112, 77, 32, 'Female', 63.46906913593281, 1.9043049557123952, 0.1270245158024439, 35, 17.502058599821247, 88.66666666666667, 'High Risk'),
(18034, 78, 16, '20:45.8', 37.00232321104082, 96.92120302582569, 117, 87, 85, 'Male', 87.88299960123352, 1.6576355264784723, 0.14506038553142964, 30, 31.983558349814928, 97, 'High Risk'),
(18035, 67, 12, '19:45.8', 37.20391219728255, 96.68400678323118, 136, 87, 46, 'Female', 65.55540552086379, 1.7932275620972895, 0.10815352116103882, 49, 20.386266510037125, 103.33333333333333, 'Low Risk'),
(18036, 74, 19, '18:45.8', 37.28821450061949, 99.56531531399894, 139, 77, 87, 'Male', 93.12983696442845, 1.7675950766775965, 0.11660146911254854, 62, 29.807343758399504, 97.66666666666666, 'Low Risk'),
(18037, 60, 15, '17:45.8', 36.85361806, 99.77913326, 128, 76, 39, 'Male', 69.27668159467805, 1.7936003282195716, 0.10370376307625177, 52, 21.534546337260785, 93.33333333333333, 'Low Risk'),
(18038, 60, 17, '16:45.8', 36.026196576285095, 95.02599648503607, 112, 74, 52, 'Male', 63.99938668442942, 1.8617406373194156, 0.056169607, 38, 18.46449588831898, 86.66666666666667, 'High Risk'),
(18039, 70, 18, '15:45.8', 36.900866852144965, 96.57745220100018, 129, 71, 87, 'Male', 71.85461693832349, 1.7802468775140936, 0.11612202396223227, 58, 22.672228663867465, 90.33333333333333, 'Low Risk'),
(18040, 76, 18, '14:45.8', 37.006064805935374, 98.62038326014398, 128, 87, 64, 'Male', 66.78100017735728, 1.933786468185299, 0.10158037212214013, 41, 17.858126104224326, 100.66666666666667, 'High Risk'),
(18041, 79, 17, '13:45.8', 36.20072580840682, 96.45377040578526, 121, 88, 57, 'Female', 76.02261425071619, 1.7814467338720879, 0.12582999217399776, 33, 23.955051972263362, 99, 'Low Risk'),
(18042, 74, 12, '12:45.8', 36.42736464150556, 95.30372835082237, 125, 85, 33, 'Male', 70.58653047, 1.8918974994967626, 0.13799871104989891, 40, 19.720895382491676, 98.33333333333333, 'Low Risk'),
(18043, 62, 13, '11:45.8', 37.40262196160996, 97.88809149511827, 130, 83, 59, 'Male', 63.81253682188668, 1.996243066344558, 0.055595778, 47, 16.013238374738947, 98.66666666666667, 'High Risk'),
(18044, 60, 13, '10:45.8', 36.62390035247167, 99.49387409996788, 120, 70, 80, 'Female', 81.52142698861655, 1.8425031412422714, 0.076868237, 50, 24.013490908575243, 86.66666666666666, 'Low Risk'),
(18045, 65, 14, '09:45.8', 37.02259769646592, 99.55717293259428, 128, 83, 30, 'Female', 82.22179108884086, 1.6291449717075945, 0.11671044863945784, 45, 30.97900526, 98, 'High Risk'),
(18046, 81, 15, '08:45.8', 37.308911990018046, 96.89743157706634, 127, 85, 54, 'Male', 67.85909944419005, 1.9540147275817137, 0.11675494077636665, 42, 17.772659743178064, 99, 'High Risk'),
(18047, 84, 12, '07:45.8', 36.449814592017624, 96.90834358711713, 139, 87, 52, 'Female', 76.00302076975557, 1.996265244333554, 0.058424364417889035, 52, 19.071917639228527, 104.33333333333333, 'Low Risk'),
(18048, 96, 14, '06:45.8', 36.67756738124523, 99.78848957719552, 119, 72, 82, 'Female', 78.58042383579411, 1.5320212800731328, 0.054109416, 47, 33.479947736476895, 87.66666666666667, 'High Risk'),
(18049, 97, 16, '05:45.8', 37.43076997420073, 95.396347, 133, 74, 76, 'Female', 86.14061586094184, 1.6888662545223432, 0.064956675, 59, 30.200731083118093, 93.66666666666666, 'High Risk'),
(18050, 69, 17, '04:45.8', 37.209172615472454, 98.88914590536264, 117, 85, 58, 'Female', 76.04098240455647, 1.95553659, 0.077748738, 32, 19.884552711513678, 95.66666666666667, 'Low Risk'),
(18051, 89, 18, '03:45.8', 37.035047323585765, 98.56102573064521, 136, 89, 62, 'Female', 83.99761244803315, 1.7072012991526635, 0.11419248601867052, 47, 28.820232276626708, 104.66666666666667, 'Low Risk'),
(18052, 89, 18, '02:45.8', 37.32147361663819, 97.64041238, 126, 76, 72, 'Male', 81.71985606992465, 1.528085757195501, 0.086729022, 50, 34.99710636241378, 92.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(18053, 76, 15, '01:45.8', 36.24697123521077, 98.53175731166837, 130, 79, 45, 'Female', 81.60185898914455, 1.5944292920858651, 0.064939971, 51, 32.09885373, 96, 'High Risk'),
(18054, 86, 18, '00:45.8', 37.06899231240643, 95.74997629851393, 128, 79, 81, 'Male', 55.19913749, 1.5694521810048165, 0.12100430557802436, 49, 22.409703783314455, 95.33333333333333, 'Low Risk'),
(18055, 63, 18, '59:45.8', 36.23251014460142, 98.77747745, 134, 76, 23, 'Female', 56.61961540682729, 1.6220261762452912, 0.14829995364000487, 58, 21.52044254622536, 95.33333333333333, 'Low Risk'),
(18056, 83, 18, '58:45.8', 36.74652917316008, 95.77626017610463, 112, 78, 32, 'Male', 94.88173629462855, 1.6777047630636592, 0.055626526, 34, 33.70944082549745, 89.33333333333333, 'High Risk'),
(18057, 65, 14, '57:45.8', 37.25148549944617, 95.23816598393498, 124, 79, 84, 'Female', 56.23936750819145, 1.8751221587943108, 0.055887012, 45, 15.994891401122347, 94, 'High Risk'),
(18058, 88, 16, '56:45.8', 36.348861409177466, 97.33101863608455, 127, 78, 65, 'Male', 92.94176520981418, 1.7454451146333954, 0.13042145475529643, 49, 30.506931197985086, 94.33333333333333, 'High Risk'),
(18059, 71, 16, '55:45.8', 37.43680361044805, 95.82469557486282, 123, 78, 80, 'Female', 80.35243495207277, 1.9371227029507168, 0.1442761517636275, 45, 21.413358096386283, 93, 'Low Risk'),
(18060, 87, 13, '54:45.8', 36.84643019097206, 97.89072845153632, 120, 71, 63, 'Male', 69.08197822997761, 1.6422406884443896, 0.068604498, 49, 25.614810621931106, 87.33333333333333, 'Low Risk'),
(18061, 83, 18, '53:45.8', 36.63366406666154, 96.52896138552636, 110, 87, 47, 'Female', 61.168055542319834, 1.5413782608379536, 0.051187812, 23, 25.745789611134906, 94.66666666666667, 'Low Risk'),
(18062, 66, 17, '52:45.8', 36.66447353158888, 99.54925432833052, 117, 79, 42, 'Male', 74.68029019763026, 1.7808046845547225, 0.11426933863059921, 38, 23.549051421186324, 91.66666666666667, 'Low Risk'),
(18063, 88, 12, '51:45.8', 36.977018923649325, 98.32004226324695, 132, 83, 43, 'Male', 50.69830805514122, 1.5249841840250038, 0.11702239571072866, 49, 21.800315901791635, 99.33333333333333, 'Low Risk'),
(18064, 68, 14, '50:45.8', 37.36552867077817, 95.25375570600977, 114, 88, 19, 'Male', 91.76421911263418, 1.6746521711771367, 0.061865003, 26, 32.72081704393235, 96.66666666666667, 'High Risk'),
(18065, 72, 19, '49:45.8', 37.05500971762524, 95.34419364714005, 124, 86, 77, 'Female', 66.38396576413925, 1.5944239182981739, 0.056407217, 38, 26.11292925366222, 98.66666666666667, 'Low Risk'),
(18066, 82, 17, '48:45.8', 36.75683781567359, 95.66066657356838, 123, 85, 87, 'Female', 85.93296785605602, 1.6798386134672134, 0.12674351367305794, 38, 30.452621975492644, 97.66666666666667, 'High Risk'),
(18067, 80, 18, '47:45.8', 37.12449444115868, 99.52328464543432, 127, 85, 71, 'Female', 58.25804984604499, 1.713377133378556, 0.1313934629012472, 42, 19.844950031201932, 99, 'Low Risk'),
(18068, 97, 19, '46:45.8', 37.41486760218913, 99.57304902816314, 114, 80, 60, 'Female', 82.39896691059059, 1.652955999635761, 0.065552436, 34, 30.157766922128772, 91.33333333333333, 'High Risk'),
(18069, 91, 19, '45:45.8', 36.209468704876336, 96.44840941090526, 118, 70, 26, 'Female', 58.09547840925557, 1.8901339047355716, 0.097197496, 48, 16.26137209574202, 86, 'High Risk'),
(18070, 93, 18, '44:45.8', 36.131416162308284, 96.09329337, 137, 79, 73, 'Female', 55.821902323502094, 1.5329304107668085, 0.10609765160229684, 58, 23.755258053764262, 98.33333333333333, 'High Risk'),
(18071, 65, 14, '43:45.8', 36.36755634615413, 96.92805758, 121, 70, 28, 'Female', 53.24813022368742, 1.8056650810405732, 0.12894445474231775, 51, 16.33164621365803, 87, 'High Risk'),
(18072, 91, 19, '42:45.8', 36.86393515437571, 96.27303084876996, 116, 86, 86, 'Male', 75.29365899804839, 1.6334729841580655, 0.059235929201739194, 30, 28.218536785364485, 96, 'High Risk'),
(18073, 93, 15, '41:45.8', 37.46577888897694, 99.17226601, 133, 76, 47, 'Female', 75.80725826177088, 1.6755392018199409, 0.1318869887375419, 57, 27.002352544288293, 95, 'High Risk'),
(18074, 68, 13, '40:45.8', 36.26274673916918, 97.85353271739163, 129, 84, 71, 'Female', 69.13256151, 1.7926783649368299, 0.14134036933949226, 45, 21.511856606612366, 99, 'Low Risk'),
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(18251, 93, 15, '43:45.8', 37.160212722593876, 98.85581689164421, 135, 84, 64, 'Female', 51.89860622540166, 1.834872927309676, 0.06349673, 51, 15.415006383336003, 101, 'High Risk'),
(18252, 63, 17, '42:45.8', 36.70696180014604, 98.97898841423027, 139, 83, 86, 'Male', 77.33779179192997, 1.9082483037697233, 0.053774062069222674, 56, 21.238409859778024, 101.66666666666666, 'Low Risk'),
(18253, 71, 12, '41:45.8', 36.64441185676446, 95.31540337060086, 112, 85, 46, 'Female', 84.86052170063834, 1.7108536145200204, 0.070654133, 27, 28.992121366502303, 94, 'Low Risk'),
(18254, 61, 18, '40:45.8', 36.79750424104706, 96.99489916266847, 113, 89, 58, 'Female', 68.6767898, 1.8449612678931357, 0.12320574203767352, 24, 20.176019082796344, 97, 'Low Risk'),
(18255, 86, 19, '39:45.8', 36.222163583804885, 96.37315686225158, 139, 85, 32, 'Female', 57.58619627084673, 1.9174252736395743, 0.10561911873481622, 54, 15.663236235138344, 103, 'High Risk'),
(18256, 84, 18, '38:45.8', 36.864726367251706, 97.78001609002412, 122, 88, 29, 'Female', 66.50677878, 1.9978220797644957, 0.1115568681058493, 34, 16.662965544654178, 99.33333333333333, 'High Risk'),
(18257, 82, 17, '37:45.8', 37.296682479432256, 99.02207424936239, 130, 83, 62, 'Male', 50.79349800934539, 1.878063370732015, 0.06746064, 47, 14.400833783673116, 98.66666666666667, 'High Risk'),
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(18260, 96, 19, '34:45.8', 36.72296345557127, 98.51960774110074, 137, 86, 48, 'Female', 53.08054881257668, 1.5671297478328932, 0.090660608, 51, 21.613519649053174, 103, 'High Risk'),
(18261, 78, 19, '33:45.8', 37.26456682414571, 95.86153116258083, 127, 70, 73, 'Female', 80.67865257039128, 1.5237110516571435, 0.081333394, 57, 34.74988736664128, 89, 'High Risk'),
(18262, 85, 12, '32:45.8', 37.159079750446345, 98.45136247234373, 123, 71, 57, 'Female', 98.67226609, 1.8771418540521303, 0.060116733, 52, 28.002765011253356, 88.33333333333333, 'Low Risk'),
(18263, 60, 13, '31:45.8', 36.13155303882179, 98.66631593598571, 125, 77, 40, 'Female', 90.02355400382147, 1.665080316268813, 0.1364646533734289, 48, 32.470261079076195, 93, 'High Risk'),
(18264, 61, 19, '30:45.8', 36.40322500426512, 97.90950437070353, 136, 79, 82, 'Male', 76.14202677004477, 1.607207912157857, 0.072124021, 57, 29.47679827345933, 98, 'Low Risk'),
(18265, 88, 16, '29:45.8', 36.018903447980286, 96.89983788, 135, 74, 40, 'Male', 51.715665035185566, 1.980447785081955, 0.13991421062314768, 61, 13.185461062751088, 94.33333333333333, 'High Risk'),
(18266, 79, 19, '28:45.8', 36.032416988212944, 96.12265630881392, 138, 72, 38, 'Male', 82.50166708765877, 1.5890330116083597, 0.14200078373367908, 66, 32.67359225748619, 94, 'High Risk'),
(18267, 91, 13, '27:45.8', 36.278511459823676, 99.64935889414802, 112, 78, 85, 'Male', 59.048699928711166, 1.9854111413889752, 0.080581132, 34, 14.97991782337081, 89.33333333333333, 'High Risk'),
(18268, 80, 15, '26:45.8', 36.83692303, 97.42379584938693, 126, 76, 19, 'Female', 64.02452273891421, 1.7213963122691793, 0.077041048, 50, 21.60650951827076, 92.66666666666666, 'Low Risk'),
(18269, 71, 16, '25:45.8', 36.74793799401129, 95.25776117534774, 138, 78, 21, 'Female', 62.92484117031563, 1.7131758194713866, 0.10017002461108998, 60, 21.43967788529587, 98, 'Low Risk'),
(18270, 79, 19, '24:45.8', 37.42672248091104, 99.07064131508234, 124, 80, 68, 'Male', 53.61742174537868, 1.891783603885643, 0.070845582, 44, 14.981766097760271, 94.66666666666667, 'High Risk'),
(18271, 91, 16, '23:45.8', 36.50798256064883, 96.07659992351778, 130, 82, 82, 'Male', 67.30497094676882, 1.8196318067622912, 0.13743512156274967, 48, 20.327318964891496, 98, 'High Risk'),
(18272, 69, 18, '22:45.8', 37.1126544, 97.52352438, 136, 79, 44, 'Female', 93.89256747, 1.9020525220920366, 0.056092374, 57, 25.95291860583376, 98, 'Low Risk'),
(18273, 75, 15, '21:45.8', 36.93436093303778, 99.20365671053585, 111, 88, 66, 'Female', 72.18439460228772, 1.8965709544132996, 0.051945423317618346, 23, 20.068047863916256, 95.66666666666667, 'Low Risk'),
(18274, 93, 18, '20:45.8', 36.546036425679375, 99.53946373, 128, 81, 79, 'Female', 75.17073329859005, 1.8453161970617378, 0.077130215, 47, 22.075329741040683, 96.66666666666667, 'High Risk'),
(18275, 80, 12, '19:45.8', 36.74064459176776, 96.36784499830108, 134, 73, 54, 'Male', 74.86974551014917, 1.618370252623496, 0.1334397464967359, 61, 28.585815269831688, 93.33333333333333, 'Low Risk'),
(18276, 68, 19, '18:45.8', 36.792524283561576, 95.09556255, 113, 88, 28, 'Female', 75.66375653504983, 1.9755970733066883, 0.090190699, 25, 19.38613135198534, 96.33333333333333, 'Low Risk'),
(18277, 65, 14, '17:45.8', 37.26496948, 95.06472208020593, 126, 82, 54, 'Female', 86.16776033910507, 1.780959805101828, 0.090953796, 44, 27.166680127419287, 96.66666666666667, 'Low Risk'),
(18278, 75, 18, '16:45.8', 36.69770522, 98.83542300253407, 119, 89, 40, 'Female', 81.13599286, 1.7369272647024792, 0.10425260849788247, 30, 26.893683543590868, 99, 'Low Risk'),
(18279, 78, 19, '15:45.8', 36.458055413006896, 97.64524676831788, 139, 75, 64, 'Male', 71.70247711, 1.6165062428054213, 0.081123174, 64, 27.43970179034838, 96.33333333333333, 'Low Risk'),
(18280, 69, 14, '14:45.8', 36.10539352561968, 97.92900874699652, 139, 80, 85, 'Male', 99.55353086216599, 1.9870964901303791, 0.10511066830815685, 59, 25.212665107841243, 99.66666666666666, 'Low Risk'),
(18281, 66, 17, '13:45.8', 37.025088544475075, 98.34043666533368, 113, 85, 54, 'Male', 60.43134685626772, 1.8056672217069818, 0.058333031233727344, 28, 18.534754794801003, 94.33333333333333, 'Low Risk'),
(18282, 62, 19, '12:45.8', 36.50330409871919, 99.91871070244129, 133, 87, 62, 'Female', 79.35980986122837, 1.8381516965707216, 0.12891809880477234, 46, 23.487560933211643, 102.33333333333333, 'Low Risk'),
(18283, 73, 19, '11:45.8', 37.371404995304836, 95.63660413047204, 128, 89, 29, 'Male', 51.00647613604632, 1.7811382835849188, 0.072741655, 39, 16.07792667894853, 102, 'High Risk'),
(18284, 82, 12, '10:45.8', 36.71496227404721, 95.54572182677425, 126, 86, 59, 'Male', 65.93991884777553, 1.9506219555752717, 0.096622742, 40, 17.33014482083637, 99.33333333333333, 'High Risk'),
(18285, 62, 12, '09:45.8', 36.00165287968454, 99.09064619, 117, 76, 58, 'Female', 77.17941346806128, 1.631389298024181, 0.097423443, 41, 28.999215932544146, 89.66666666666667, 'Low Risk'),
(18286, 84, 17, '08:45.8', 36.155095314495924, 98.21792487954744, 110, 76, 36, 'Male', 93.83996268, 1.5333106632715443, 0.1499736384896373, 34, 39.91420784465648, 87.33333333333333, 'High Risk'),
(18287, 88, 12, '07:45.8', 36.72120895710878, 98.00526007871241, 114, 73, 28, 'Female', 61.113898401404654, 1.8294196943635905, 0.10224799727363659, 41, 18.260526179886355, 86.66666666666667, 'High Risk'),
(18288, 88, 15, '06:45.8', 36.962684624601934, 98.90191812686672, 122, 74, 67, 'Male', 72.93309827785339, 1.9362141316173629, 0.11656436066907329, 48, 19.45440228800237, 90, 'Low Risk'),
(18289, 80, 19, '05:45.8', 36.56627147815532, 99.87289427, 119, 77, 76, 'Female', 71.25310955, 1.5825207157660963, 0.1412052022063146, 42, 28.451489951790577, 91, 'Low Risk'),
(18290, 84, 17, '04:45.8', 37.17587036640359, 97.54732086575426, 122, 85, 77, 'Male', 58.41031046737295, 1.686433567910663, 0.084657243, 37, 20.53766371558749, 97.33333333333333, 'Low Risk'),
(18291, 67, 16, '03:45.8', 36.21847810630489, 98.32246833009113, 114, 77, 55, 'Female', 77.50699130930585, 1.7644383568470081, 0.052286680715569946, 37, 24.89590385, 89.33333333333333, 'Low Risk'),
(18292, 73, 14, '02:45.8', 36.46471944584481, 95.18535776655553, 123, 79, 35, 'Male', 90.81344945497375, 1.5636252496887304, 0.06956489, 44, 37.14367087569337, 93.66666666666667, 'High Risk'),
(18293, 82, 19, '01:45.8', 36.17862480267914, 98.85493493344222, 120, 70, 34, 'Female', 63.16426120868029, 1.5002593012775414, 0.060307142798317295, 50, 28.063301676379396, 86.66666666666666, 'Low Risk'),
(18294, 82, 13, '00:45.8', 37.27387864, 95.26566303610917, 135, 81, 33, 'Female', 69.44554872788743, 1.6640022861911918, 0.11704309963014524, 54, 25.080522310696995, 99, 'Low Risk'),
(18295, 97, 16, '59:45.8', 36.33153976737936, 95.81049027482048, 120, 81, 65, 'Male', 56.596972367873775, 1.9197499967671485, 0.10651292404296042, 39, 15.356910327853672, 94, 'High Risk'),
(18296, 77, 18, '58:45.8', 36.718615513976715, 97.33743601, 118, 78, 51, 'Female', 80.94107654126883, 1.522847469451393, 0.14636882435989676, 40, 34.90247015574246, 91.33333333333333, 'High Risk'),
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(18298, 80, 17, '56:45.8', 36.51613986041273, 95.15709405561205, 121, 89, 32, 'Male', 56.24668831344593, 1.8159761682633695, 0.14182848846893806, 32, 17.05597958671426, 99.66666666666667, 'High Risk'),
(18299, 62, 12, '55:45.8', 37.07962487773885, 97.83602976374368, 116, 77, 76, 'Male', 52.870943165129916, 1.6203871749384786, 0.095111604, 39, 20.136290291753117, 90, 'Low Risk'),
(18300, 73, 15, '54:45.8', 36.32039115, 99.07987782, 119, 72, 77, 'Female', 64.42426177567344, 1.8164476194656125, 0.12854830897714953, 47, 19.525568761620228, 87.66666666666667, 'Low Risk'),
(18301, 70, 17, '53:45.8', 36.1840859, 97.42449089469189, 111, 74, 29, 'Female', 58.70420620955069, 1.5374780090434146, 0.072565459, 37, 24.834269779221387, 86.33333333333333, 'Low Risk'),
(18302, 62, 15, '52:45.8', 37.320872411308855, 96.72281282032317, 139, 76, 61, 'Female', 87.33414087424043, 1.703433279998923, 0.13013784692061175, 63, 30.097733798784386, 97, 'High Risk'),
(18303, 66, 18, '51:45.8', 37.139746593202666, 99.51527798408704, 121, 78, 58, 'Female', 81.51154554758347, 1.8950790677641398, 0.11303612566289725, 43, 22.696791008240215, 92.33333333333333, 'Low Risk'),
(18304, 75, 15, '50:45.8', 36.69215690806388, 95.40430853360655, 139, 70, 50, 'Male', 57.59102188600336, 1.9042893820505022, 0.073517729, 69, 15.881403970241612, 93, 'High Risk'),
(18305, 65, 17, '49:45.8', 37.433281842897806, 97.92828481425992, 134, 82, 58, 'Female', 64.25578994339294, 1.6160908769897446, 0.10069354966541758, 52, 24.602583235741573, 99.33333333333333, 'Low Risk'),
(18306, 76, 12, '48:45.8', 37.18783873997035, 98.43247185723713, 124, 88, 20, 'Female', 57.83832242488005, 1.7341994497136732, 0.093818642, 36, 19.23169663806649, 100, 'Low Risk'),
(18307, 74, 13, '47:45.8', 37.36341684885795, 98.38075329784651, 111, 77, 78, 'Female', 63.14628229013896, 1.949585814960456, 0.10135275007857905, 34, 16.613574150209516, 88.33333333333333, 'High Risk'),
(18308, 87, 15, '46:45.8', 36.418815591168844, 96.33092684180751, 131, 87, 37, 'Male', 83.24005671, 1.6587964252318264, 0.1017840365985994, 44, 30.251449302429357, 101.66666666666667, 'High Risk'),
(18309, 68, 18, '45:45.8', 37.10818383590688, 98.59965125968769, 124, 72, 69, 'Male', 63.86327358, 1.955143341771919, 0.088138128, 52, 16.70682678020206, 89.33333333333333, 'High Risk'),
(18310, 65, 18, '44:45.8', 37.44126944745689, 97.29193534048909, 131, 85, 59, 'Male', 94.35973382620237, 1.5771026645539097, 0.093973607, 46, 37.93733120914697, 100.33333333333333, 'High Risk'),
(18311, 69, 12, '43:45.8', 37.25091409917722, 97.09753319208373, 133, 72, 48, 'Female', 85.66532262246224, 1.7624254140098374, 0.1422827703324775, 61, 27.57932047781908, 92.33333333333333, 'Low Risk'),
(18312, 95, 17, '42:45.8', 36.334082275806466, 97.85626571637266, 111, 82, 36, 'Male', 84.20067939906527, 1.6819835281044226, 0.1041280289714471, 29, 29.76268575882988, 91.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(18313, 68, 19, '41:45.8', 36.34415850934955, 98.59349578, 127, 72, 39, 'Female', 99.89088014428265, 1.952553561, 0.060502395, 55, 26.201124332736928, 90.33333333333333, 'Low Risk'),
(18314, 97, 18, '40:45.8', 36.86461344, 96.48595546249915, 127, 85, 45, 'Female', 99.65489779273472, 1.791407952253604, 0.076941891, 42, 31.053435396530645, 99, 'High Risk'),
(18315, 64, 18, '39:45.8', 36.112379537414924, 99.68445894069394, 132, 72, 66, 'Female', 80.76425943441404, 1.8491050316375104, 0.14035757923638847, 60, 23.62087897458875, 92, 'Low Risk'),
(18316, 64, 13, '38:45.8', 36.41867795657326, 96.10413473955488, 110, 78, 79, 'Female', 83.93570335592145, 1.9027741200746664, 0.12833939947039685, 32, 23.18314023504589, 88.66666666666667, 'Low Risk'),
(18317, 99, 14, '37:45.8', 36.58290905, 97.92475192459581, 120, 80, 44, 'Female', 96.23817369696478, 1.8508388203147013, 0.059204926249135106, 40, 28.09377972, 93.33333333333333, 'High Risk'),
(18318, 71, 15, '36:45.8', 36.61281836310684, 99.77785539105194, 137, 86, 53, 'Female', 54.25715112, 1.620484790771706, 0.076901808, 51, 20.661748361922875, 103, 'Low Risk'),
(18319, 80, 18, '35:45.8', 36.79093787, 97.85723115328277, 123, 87, 62, 'Male', 86.78196889878322, 1.9152192071150818, 0.069770041, 36, 23.658789605662676, 99, 'Low Risk'),
(18320, 68, 14, '34:45.8', 36.99504226176233, 97.96616345633312, 135, 73, 71, 'Female', 74.26944362486914, 1.523982224906112, 0.13293993327475973, 62, 31.977931456573558, 93.66666666666666, 'High Risk'),
(18321, 92, 14, '33:45.8', 37.24665269537736, 95.64879883382923, 118, 73, 67, 'Male', 99.91476591055988, 1.8101681921386483, 0.13938013848372072, 45, 30.49241463091424, 88, 'High Risk'),
(18322, 94, 12, '32:45.8', 36.94778012645086, 98.51017811939494, 124, 80, 30, 'Female', 94.20582267325604, 1.6844200078964142, 0.079958409, 44, 33.20297234289646, 94.66666666666667, 'High Risk'),
(18323, 97, 18, '31:45.8', 36.97091763277059, 95.78497471006489, 138, 78, 57, 'Male', 68.49642795, 1.9948137843608826, 0.12576833063840784, 60, 17.213262935560966, 98, 'High Risk'),
(18324, 80, 17, '30:45.8', 36.527954528555824, 96.73190862447343, 139, 87, 45, 'Female', 50.51267084865684, 1.9068596498057333, 0.1230326977534939, 52, 13.891939219187527, 104.33333333333333, 'High Risk'),
(18325, 79, 17, '29:45.8', 36.33073386886087, 97.47483220658927, 110, 76, 59, 'Male', 87.28357314459964, 1.7304305251630057, 0.086248027, 34, 29.14903499677231, 87.33333333333333, 'Low Risk'),
(18326, 64, 17, '28:45.8', 36.67625923892172, 95.99029769107253, 116, 74, 59, 'Male', 77.95560522866796, 1.8373930274000823, 0.13059987706485376, 42, 23.091025437994688, 88, 'Low Risk'),
(18327, 93, 12, '27:45.8', 36.83296672030217, 96.97095060209712, 118, 87, 73, 'Female', 82.66410648130608, 1.608834951349412, 0.11208965231050752, 31, 31.936990613007257, 97.33333333333333, 'High Risk'),
(18328, 75, 19, '26:45.8', 37.136496564235024, 95.73228746803464, 135, 72, 45, 'Male', 80.99410194863064, 1.8541772907001304, 0.077168592, 63, 23.558675977965258, 93, 'Low Risk'),
(18329, 96, 17, '25:45.8', 36.27588434465681, 96.45969673, 124, 84, 55, 'Female', 84.17347167920163, 1.946905722, 0.070928836, 40, 22.206770105933685, 97.33333333333333, 'High Risk'),
(18330, 84, 19, '24:45.8', 36.45711579584948, 95.35071981903018, 111, 73, 77, 'Male', 92.44198853640918, 1.9986534928554052, 0.1070694566986998, 38, 23.141647037753348, 85.66666666666667, 'Low Risk'),
(18331, 96, 15, '23:45.8', 36.392518270843354, 96.76803038633294, 133, 83, 45, 'Female', 52.22660851730854, 1.8313727787751093, 0.13972591893046932, 50, 15.571782009805675, 99.66666666666666, 'High Risk'),
(18332, 83, 16, '22:45.8', 36.83812493, 96.50628425644028, 123, 83, 73, 'Male', 75.59670292942515, 1.7434398519176564, 0.079664084, 40, 24.870751986593152, 96.33333333333333, 'Low Risk'),
(18333, 92, 15, '21:45.8', 37.31000150620305, 97.76394062596627, 124, 84, 54, 'Female', 67.84379129328323, 1.7996445586821022, 0.072341862, 40, 20.947713921523274, 97.33333333333333, 'High Risk'),
(18334, 88, 19, '20:45.8', 36.58117825948787, 99.71101707071685, 114, 76, 18, 'Female', 56.45910385640364, 1.875903994160379, 0.061363772498353245, 38, 16.044004102425554, 88.66666666666667, 'High Risk'),
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(18512, 90, 13, '22:45.8', 36.25318417883673, 96.15950780752964, 139, 76, 71, 'Female', 62.21185297442062, 1.5854694018642357, 0.082528234, 63, 24.74898583, 97, 'Low Risk'),
(18513, 69, 17, '21:45.8', 36.815568624916196, 99.59380707266833, 118, 86, 81, 'Male', 77.55820201588622, 1.8568429816066445, 0.13117094, 32, 22.494553211297344, 96.66666666666667, 'Low Risk'),
(18514, 89, 13, '20:45.8', 36.975008907770906, 99.54109685383462, 110, 87, 24, 'Male', 84.13946455016742, 1.8963897507205703, 0.12872413975232094, 23, 23.39615796794435, 94.66666666666667, 'Low Risk'),
(18515, 87, 13, '19:45.8', 37.03448271260833, 95.86738052605769, 113, 78, 40, 'Female', 68.29841479, 1.617540136974335, 0.10799359167601394, 35, 26.103605179542555, 89.66666666666667, 'Low Risk'),
(18516, 91, 14, '18:45.8', 36.603102484661584, 97.53278174575632, 119, 87, 27, 'Female', 82.13285682, 1.9942479065120102, 0.060206257, 32, 20.651834663260786, 97.66666666666667, 'High Risk'),
(18517, 65, 17, '17:45.8', 37.23847783738121, 97.62639165324566, 136, 78, 83, 'Male', 62.02838679, 1.7022895115364862, 0.094488162, 58, 21.40541439, 97.33333333333333, 'Low Risk'),
(18518, 81, 15, '16:45.8', 36.131233110046146, 99.85434682, 126, 85, 54, 'Male', 79.78258527446175, 1.7762292120540046, 0.065701338, 41, 25.287744135197112, 98.66666666666667, 'Low Risk'),
(18519, 72, 13, '15:45.8', 36.820493167139674, 95.75492229240928, 114, 72, 28, 'Male', 97.17523927597136, 1.684584512953465, 0.089025378, 42, 34.242858497936446, 86, 'High Risk'),
(18520, 76, 16, '14:45.8', 37.14246039322997, 99.54666981927717, 129, 71, 71, 'Male', 96.42471042738285, 1.5267015916801276, 0.11628627692430128, 58, 41.369476625010485, 90.33333333333333, 'High Risk'),
(18521, 72, 15, '13:45.8', 37.061569142571216, 95.49368347400389, 130, 89, 36, 'Male', 79.96513678, 1.966901647852428, 0.079033203, 41, 20.66975819560861, 102.66666666666667, 'Low Risk'),
(18522, 88, 15, '12:45.8', 37.46979713, 95.39422528473126, 124, 79, 51, 'Female', 67.99664291455254, 1.6030524357863445, 0.10908462539288093, 45, 26.46013251506992, 94, 'Low Risk'),
(18523, 69, 18, '11:45.8', 37.24852775532801, 98.04541327, 137, 81, 31, 'Female', 98.38058499609201, 1.6749768295098466, 0.1412235583679315, 56, 35.066449320600036, 99.66666666666666, 'High Risk'),
(18524, 85, 17, '10:45.8', 36.038876101732534, 95.63363478257816, 110, 76, 25, 'Female', 81.59520218478741, 1.822419181399168, 0.095053156, 34, 24.567901785578574, 87.33333333333333, 'Low Risk'),
(18525, 96, 14, '09:45.8', 36.43471285897805, 95.69739621820287, 137, 71, 76, 'Female', 84.56856995524706, 1.5429192715119084, 0.11754487625223643, 66, 35.524058756142054, 93, 'High Risk'),
(18526, 96, 19, '08:45.8', 36.139870128206425, 98.79080009935313, 139, 76, 39, 'Male', 91.22524642155382, 1.712707071924942, 0.1498316550999414, 63, 31.099174644029333, 97, 'High Risk'),
(18527, 96, 16, '07:45.8', 36.50879612837345, 96.21672744558506, 133, 79, 82, 'Male', 71.38551761563171, 1.8793082075592773, 0.11788232717681126, 54, 20.212223505271602, 97, 'High Risk'),
(18528, 77, 19, '06:45.8', 37.182664500704355, 95.93934494514453, 129, 71, 37, 'Female', 59.302206095175265, 1.6501278739251592, 0.10086360348877679, 58, 21.778885362319524, 90.33333333333333, 'Low Risk'),
(18529, 84, 12, '05:45.8', 36.82903542178252, 96.43119937488734, 125, 80, 79, 'Female', 99.52905525548893, 1.5729398981217604, 0.11735438032284691, 45, 40.227739072513906, 95, 'High Risk'),
(18530, 83, 18, '04:45.8', 36.14659281616359, 97.43333504499819, 127, 71, 26, 'Female', 78.37985099, 1.5064279033869976, 0.070802491, 56, 34.53883864894394, 89.66666666666666, 'High Risk'),
(18531, 79, 14, '03:45.8', 37.458809687084425, 96.05282992, 121, 75, 29, 'Male', 81.34037923028444, 1.787145732086436, 0.084665609, 46, 25.467496563519173, 90.33333333333333, 'Low Risk'),
(18532, 74, 15, '02:45.8', 36.22579883918078, 96.75574537174283, 132, 89, 42, 'Male', 74.16700232378939, 1.6609628828314944, 0.10602329418361162, 43, 26.883813326975083, 103.33333333333333, 'Low Risk'),
(18533, 87, 16, '01:45.8', 36.01161366300405, 95.85168789420285, 122, 73, 58, 'Male', 92.98501571728748, 1.812378792901054, 0.1222893932456066, 49, 28.30838055781407, 89.33333333333333, 'Low Risk'),
(18534, 83, 18, '00:45.8', 36.72433172190131, 96.47130333893082, 125, 83, 29, 'Female', 58.99775691666196, 1.8143877829111839, 0.13327207588151924, 42, 17.921537871250564, 97, 'High Risk'),
(18535, 74, 17, '59:45.8', 36.28471866085787, 95.42577401170256, 113, 86, 63, 'Female', 52.67591677425004, 1.7971649533983225, 0.11252602346521433, 27, 16.309333791662134, 95, 'High Risk'),
(18536, 76, 12, '58:45.8', 36.83665902505407, 98.51653347900252, 130, 73, 60, 'Male', 70.84301085005079, 1.8222090773795454, 0.11468160610720271, 57, 21.33539064358957, 92, 'Low Risk'),
(18537, 89, 13, '57:45.8', 36.67116925484633, 98.72929914390146, 131, 89, 73, 'Female', 63.85428610680078, 1.6567989286186133, 0.080678543, 42, 23.262181704243584, 103, 'Low Risk'),
(18538, 88, 17, '56:45.8', 37.47226610976865, 97.27144003, 114, 77, 40, 'Female', 72.32464853, 1.944684363580605, 0.1435833878740263, 37, 19.124411832167624, 89.33333333333333, 'Low Risk'),
(18539, 72, 19, '55:45.8', 36.63836350869493, 97.30058730074977, 117, 75, 89, 'Female', 70.96750933955468, 1.8969387946788066, 0.14278151275027617, 42, 19.722089560447483, 89, 'Low Risk'),
(18540, 60, 19, '54:45.8', 36.25630748958075, 95.48180826201511, 139, 76, 87, 'Female', 91.74499850332796, 1.5942468754143453, 0.10749768713977098, 63, 36.09701159534155, 97, 'High Risk'),
(18541, 99, 12, '53:45.8', 36.77370236457946, 95.23881440881783, 116, 88, 74, 'Male', 94.56750614760891, 1.560599986883295, 0.064199344, 28, 38.82922643280254, 97.33333333333333, 'High Risk'),
(18542, 87, 17, '52:45.8', 36.19402029120163, 98.71187026199283, 134, 72, 82, 'Female', 59.19632479050962, 1.9974489724406461, 0.066941083, 62, 14.83690641610213, 92.66666666666666, 'High Risk'),
(18543, 80, 18, '51:45.8', 36.31466338056584, 95.93395574088044, 112, 80, 79, 'Male', 91.40589606100002, 1.8052793453640994, 0.13874356877842164, 32, 28.046933437767674, 90.66666666666667, 'Low Risk'),
(18544, 79, 12, '50:45.8', 36.356577282801396, 98.69152813, 135, 87, 29, 'Male', 93.65793669175233, 1.663143227650244, 0.10416863828976568, 48, 33.85986970353602, 103, 'High Risk'),
(18545, 68, 13, '49:45.8', 36.09518199077865, 96.9113547, 138, 77, 85, 'Female', 87.05902868190954, 1.8436077959560628, 0.11573216900461122, 61, 25.613961096148582, 97.33333333333333, 'Low Risk'),
(18546, 65, 15, '48:45.8', 37.28243897878711, 98.38738578335938, 133, 80, 45, 'Male', 81.65727505652345, 1.5912194969021223, 0.09018536, 53, 32.25036990442126, 97.66666666666666, 'High Risk'),
(18547, 67, 13, '47:45.8', 36.56597723045397, 95.99559209, 114, 80, 46, 'Male', 86.50248298712127, 1.6746291971637508, 0.11966453017927395, 34, 30.84546033522939, 91.33333333333333, 'High Risk'),
(18548, 90, 17, '46:45.8', 36.43955895840126, 98.64206628798638, 118, 81, 23, 'Female', 63.96625911102426, 1.7239872317185656, 0.14601972506111582, 37, 21.522011689354944, 93.33333333333333, 'Low Risk'),
(18549, 62, 16, '45:45.8', 36.254239145160696, 99.10113568147631, 125, 76, 60, 'Female', 77.08256321, 1.6226531196474416, 0.12855276315265354, 49, 29.27553022791274, 92.33333333333333, 'Low Risk'),
(18550, 95, 15, '44:45.8', 37.24379786940945, 99.77278366610395, 110, 76, 67, 'Male', 73.00090029, 1.771012782213521, 0.051849135577539535, 34, 23.27473927525625, 87.33333333333333, 'High Risk'),
(18551, 68, 16, '43:45.8', 37.34040699712254, 98.42466469603399, 125, 85, 29, 'Male', 53.69851447333333, 1.6173215951411035, 0.068184996, 40, 20.529080633334164, 98.33333333333333, 'Low Risk'),
(18552, 76, 18, '42:45.8', 36.34696475512457, 96.73302955231645, 115, 85, 65, 'Female', 51.12559155642052, 1.6047941376557646, 0.06549449, 30, 19.851790700099443, 95, 'Low Risk'),
(18553, 76, 13, '41:45.8', 36.93288871030569, 99.56392220657852, 135, 89, 87, 'Female', 71.75716802399813, 1.7494322402513445, 0.14859897752366935, 46, 23.44612298554779, 104.33333333333333, 'Low Risk'),
(18554, 99, 14, '40:45.8', 37.45879279609115, 98.83139465, 136, 74, 86, 'Male', 88.64248161450264, 1.8607550878868349, 0.052854673, 62, 25.60138588137251, 94.66666666666666, 'High Risk'),
(18555, 67, 17, '39:45.8', 36.922625399144124, 95.58116683509901, 130, 72, 39, 'Female', 97.08761151776311, 1.781605849, 0.10280158865290023, 58, 30.587258769182696, 91.33333333333333, 'High Risk'),
(18556, 60, 12, '38:45.8', 37.34042076, 97.02422412299349, 120, 83, 89, 'Female', 61.692611598396816, 1.893180217450534, 0.059718215, 37, 17.212709529673315, 95.33333333333333, 'High Risk'),
(18557, 82, 13, '37:45.8', 36.80542355815558, 97.63029219699642, 120, 85, 59, 'Male', 91.53329058537244, 1.67825511, 0.096167289, 35, 32.498485227185256, 96.66666666666667, 'High Risk'),
(18558, 96, 17, '36:45.8', 37.315614533908565, 98.72940918016177, 136, 84, 73, 'Male', 72.13051833, 1.890505048082617, 0.088304338, 52, 20.18196135825577, 101.33333333333333, 'High Risk'),
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(18560, 73, 13, '34:45.8', 36.86191926327596, 95.50618453113142, 133, 70, 85, 'Male', 69.8150965, 1.528944578601711, 0.13569581605661923, 63, 29.865229470516574, 91, 'Low Risk'),
(18561, 67, 14, '33:45.8', 37.49915920239752, 98.77249698437512, 124, 76, 26, 'Female', 83.42415526413151, 1.9826205599284243, 0.1483573024152576, 48, 21.223285029883186, 92, 'Low Risk'),
(18562, 65, 18, '32:45.8', 36.23329007210185, 98.93956567424802, 133, 87, 41, 'Male', 90.47905130581458, 1.9285254208234974, 0.13767943642464686, 46, 24.327489987839922, 102.33333333333333, 'Low Risk'),
(18563, 97, 14, '31:45.8', 36.181747340378266, 95.38845637, 139, 80, 45, 'Male', 62.345349704528864, 1.5881932407941277, 0.1309531048226214, 59, 24.71709225529671, 99.66666666666666, 'High Risk'),
(18564, 73, 15, '30:45.8', 36.40721641282894, 97.71861041441436, 124, 75, 32, 'Male', 96.24259378885776, 1.6158875698757877, 0.096746183, 49, 36.85912647086991, 91.33333333333333, 'High Risk'),
(18565, 95, 16, '29:45.8', 36.243730678427845, 99.75015516615348, 120, 85, 42, 'Male', 58.93725985176367, 1.547317562596144, 0.14805128966944225, 35, 24.616767880626856, 96.66666666666667, 'High Risk'),
(18566, 83, 19, '28:45.8', 36.49192494051026, 99.89958841122812, 117, 75, 79, 'Male', 81.19630740296807, 1.9409258442656787, 0.10897344147507126, 42, 21.553529255781577, 89, 'Low Risk'),
(18567, 74, 15, '27:45.8', 36.15292052475116, 96.95459049894572, 117, 71, 38, 'Female', 63.788020905500176, 1.9832897801065226, 0.072560607, 46, 16.216860466389136, 86.33333333333333, 'High Risk'),
(18568, 65, 15, '26:45.8', 37.01004606929001, 98.10662303573174, 118, 83, 76, 'Male', 98.81945453, 1.542629563284635, 0.088559132, 35, 41.525909417926776, 94.66666666666667, 'High Risk'),
(18569, 81, 14, '25:45.8', 37.49068298, 95.43947953077569, 111, 80, 74, 'Male', 83.86892515588809, 1.6336046409072176, 0.10356597412188721, 31, 31.42730643, 90.33333333333333, 'High Risk'),
(18570, 86, 18, '24:45.8', 36.060622861271135, 96.22830044213298, 139, 85, 84, 'Female', 77.94675328481152, 1.9468927735943597, 0.068797541, 54, 20.564301567055626, 103, 'Low Risk'),
(18571, 86, 16, '23:45.8', 36.747927763390834, 96.43699021822476, 125, 76, 59, 'Male', 77.65471031080088, 1.820963159005571, 0.14656656762449333, 49, 23.41884569591717, 92.33333333333333, 'Low Risk'),
(18572, 70, 16, '22:45.8', 36.82447468512739, 95.79837908010909, 129, 89, 65, 'Male', 52.99144584681624, 1.6807818104993835, 0.12491128709226498, 40, 18.75785136600605, 102.33333333333333, 'Low Risk'),
(18573, 99, 15, '21:45.8', 36.15869568799216, 97.65388806, 125, 75, 67, 'Male', 88.61435318980546, 1.564344842212098, 0.08620987, 50, 36.21088029, 91.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(18574, 85, 18, '20:45.8', 36.15230584193941, 98.62830559839395, 121, 75, 24, 'Female', 81.21835387, 1.8688943900431845, 0.080987615, 46, 23.253303617039325, 90.33333333333333, 'Low Risk'),
(18575, 67, 17, '19:45.8', 37.18508627973486, 98.04058450757859, 136, 80, 60, 'Male', 60.422139059819564, 1.5344953191350634, 0.068791691, 56, 25.660490880679756, 98.66666666666666, 'Low Risk'),
(18576, 81, 14, '18:45.8', 36.19038548, 97.30672426143612, 128, 87, 88, 'Female', 63.46837877, 1.6785889303404078, 0.10935629455746562, 41, 22.52520205312818, 100.66666666666667, 'Low Risk'),
(18577, 69, 17, '17:45.8', 36.986962563455116, 99.23409749, 120, 82, 78, 'Male', 60.44484902547104, 1.8413096929886978, 0.11898951527560438, 38, 17.828122865223605, 94.66666666666667, 'High Risk'),
(18578, 88, 12, '16:45.8', 36.982856203718164, 98.00332988156589, 129, 88, 79, 'Female', 58.70952040470678, 1.9560644505102676, 0.079201652, 41, 15.34412797806951, 101.66666666666667, 'High Risk'),
(18579, 73, 19, '15:45.8', 36.189903353838965, 98.14574905108627, 122, 75, 36, 'Female', 94.23283906466472, 1.8173206726040494, 0.14031452049945803, 47, 28.532455073766133, 90.66666666666667, 'Low Risk'),
(18580, 99, 19, '14:45.8', 37.06189202943665, 97.25218608042034, 127, 74, 56, 'Female', 64.11436454453559, 1.699897917313453, 0.11662720422169832, 53, 22.187565812744115, 91.66666666666666, 'High Risk'),
(18581, 72, 15, '13:45.8', 37.12805013114024, 98.27380799122214, 128, 73, 31, 'Female', 97.73337292461022, 1.7241632028173008, 0.13204995689846183, 55, 32.87654286010835, 91.33333333333333, 'High Risk'),
(18582, 75, 16, '12:45.8', 36.60799702019111, 96.82599468377182, 110, 75, 55, 'Male', 94.13360844925509, 1.8663689832500674, 0.11932848220497136, 35, 27.024003602489937, 86.66666666666667, 'Low Risk'),
(18583, 96, 18, '11:45.8', 37.02377802094509, 97.95726104128137, 120, 72, 30, 'Female', 88.22875920835199, 1.949423662776082, 0.092487166, 48, 23.216551135014615, 88, 'High Risk'),
(18584, 69, 17, '10:45.8', 36.67042950474509, 95.34592136591779, 118, 71, 35, 'Female', 83.41971206169639, 1.8064602798424014, 0.091092711, 47, 25.56300193159705, 86.66666666666667, 'Low Risk'),
(18585, 66, 17, '09:45.8', 36.059638057684055, 95.53867296502865, 128, 86, 85, 'Male', 75.70796735284486, 1.5822148400628822, 0.12716254548112232, 42, 30.242011835789583, 100, 'High Risk'),
(18586, 81, 15, '08:45.8', 36.77999529136535, 98.56443029383131, 114, 77, 20, 'Male', 69.91121608845043, 1.9145650106639973, 0.053186502511938766, 37, 19.072455975824226, 89.33333333333333, 'Low Risk'),
(18587, 99, 13, '07:45.8', 37.477470763232446, 98.48944973156722, 121, 75, 64, 'Female', 50.50800232596994, 1.9703905863658906, 0.086148586, 46, 13.009348378292966, 90.33333333333333, 'High Risk'),
(18588, 82, 16, '06:45.8', 36.159303044973655, 96.28913911109034, 133, 71, 33, 'Male', 56.02707147988632, 1.9720433042387069, 0.10798839809663291, 62, 14.40671708740685, 91.66666666666666, 'High Risk'),
(18589, 72, 18, '05:45.8', 36.268165440023566, 97.49544555514802, 114, 73, 25, 'Female', 92.25658020314742, 1.7424499971689076, 0.099309633, 41, 30.386221820057422, 86.66666666666667, 'High Risk'),
(18590, 96, 12, '04:45.8', 36.99603619466343, 95.63582940937609, 122, 81, 31, 'Female', 68.59969812944789, 1.6741636860527227, 0.058617029904697616, 41, 24.475206777891977, 94.66666666666667, 'High Risk'),
(18591, 86, 16, '03:45.8', 36.960127309696645, 97.21324810767439, 138, 85, 36, 'Female', 72.42519928960871, 1.952180180583559, 0.0891792, 53, 19.004213478453153, 102.66666666666666, 'Low Risk'),
(18592, 95, 16, '02:45.8', 36.46752407869607, 99.76071040672981, 123, 85, 34, 'Female', 64.66543239098823, 1.8639702262520186, 0.11456967563441452, 38, 18.612051430670846, 97.66666666666667, 'High Risk'),
(18593, 84, 19, '01:45.8', 36.98735001270235, 95.12875929, 121, 76, 27, 'Female', 79.23154305662936, 1.6121672502343736, 0.085521655, 45, 30.484419180610736, 91, 'High Risk'),
(18594, 68, 16, '00:45.8', 36.37075047669028, 97.82900419602332, 129, 73, 18, 'Female', 78.50355630142629, 1.7659743135261488, 0.13639790038717503, 56, 25.17216480546936, 91.66666666666666, 'Low Risk'),
(18595, 61, 17, '59:45.8', 37.41725481071157, 97.43930726006622, 137, 81, 68, 'Female', 87.60656705, 1.7697238721074933, 0.075497728, 56, 27.97213683033909, 99.66666666666666, 'Low Risk'),
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(18773, 92, 17, '01:45.8', 36.74675329959409, 95.11232331989726, 129, 75, 54, 'Male', 70.41898053927288, 1.7523255109197136, 0.066729763, 54, 22.932962783339498, 93, 'High Risk'),
(18774, 91, 19, '00:45.8', 37.05453705015212, 98.77096183791085, 135, 75, 73, 'Male', 96.90117593116608, 1.7282229881954403, 0.098724634, 60, 32.44363389831098, 95, 'High Risk'),
(18775, 71, 14, '59:45.8', 37.01761122259913, 97.55683197, 123, 82, 18, 'Male', 82.49277881105492, 1.787629957913641, 0.060887953, 41, 25.81431973912588, 95.66666666666667, 'Low Risk'),
(18776, 91, 15, '58:45.8', 36.11210584356764, 98.47059821239571, 138, 76, 59, 'Male', 80.91754638, 1.7422667069580384, 0.098967685, 62, 26.657132452852693, 96.66666666666666, 'High Risk'),
(18777, 75, 16, '57:45.8', 36.903126077810256, 97.93973962973713, 136, 79, 85, 'Female', 84.78926144259347, 1.906127440858457, 0.051102424, 57, 23.336567919016137, 98, 'Low Risk'),
(18778, 79, 12, '56:45.8', 37.024146924246715, 98.52982739252381, 111, 75, 69, 'Male', 96.47014200300862, 1.940080229700033, 0.1363719004820961, 36, 25.63029103864696, 87, 'Low Risk'),
(18779, 89, 19, '55:45.8', 37.47733349695625, 98.24677321882878, 132, 82, 66, 'Female', 83.73000467748496, 1.740566160625332, 0.075760198, 50, 27.637581971656264, 98.66666666666666, 'Low Risk'),
(18780, 79, 13, '54:45.8', 36.09374273850909, 98.12023967062338, 139, 71, 68, 'Female', 61.04862320227748, 1.9228628176356102, 0.083216131, 68, 16.51122405786194, 93.66666666666666, 'High Risk'),
(18781, 85, 16, '53:45.8', 36.51276531386179, 95.33912979894691, 132, 73, 77, 'Female', 87.42538469, 1.755499970166271, 0.067817828, 59, 28.36846905726745, 92.66666666666666, 'Low Risk'),
(18782, 81, 18, '52:45.8', 36.720793157657006, 96.26995952103067, 136, 74, 39, 'Male', 70.71366807989938, 1.9766702805188248, 0.10025942481250585, 62, 18.098179879295483, 94.66666666666666, 'High Risk'),
(18783, 86, 16, '51:45.8', 36.81335002571778, 99.21199612308924, 131, 87, 66, 'Male', 65.50295148, 1.6041265779071783, 0.12314183720759243, 44, 25.45561537164436, 101.66666666666667, 'Low Risk'),
(18784, 60, 19, '50:45.8', 37.266344864480814, 97.74095827185175, 129, 81, 71, 'Female', 70.86160436705156, 1.6372697790215327, 0.076622701, 48, 26.43446283301841, 97, 'Low Risk'),
(18785, 77, 13, '49:45.8', 37.40350122662735, 98.38359907528191, 130, 82, 33, 'Male', 91.85657067295702, 1.6369046298253662, 0.140444544, 48, 34.28178868, 98, 'High Risk'),
(18786, 60, 16, '48:45.8', 36.37338473424768, 96.08112043804701, 116, 71, 50, 'Male', 82.82437370280614, 1.8159459030427247, 0.12721207934554074, 45, 25.11610829763353, 86, 'Low Risk'),
(18787, 69, 18, '47:45.8', 36.15936247276976, 96.25651872, 114, 81, 59, 'Male', 84.23373510732618, 1.937509274947991, 0.13719629018473722, 33, 22.438740617871336, 92, 'Low Risk'),
(18788, 74, 13, '46:45.8', 36.11468709, 97.04877033, 116, 81, 80, 'Female', 52.814098911688035, 1.864307873, 0.065053154, 35, 15.19548643413166, 92.66666666666667, 'High Risk'),
(18789, 68, 17, '45:45.8', 37.00821976198201, 98.65850188968973, 138, 86, 56, 'Male', 91.07302332388038, 1.593695278308266, 0.064273801, 52, 35.857431882756046, 103.33333333333333, 'High Risk'),
(18790, 96, 15, '44:45.8', 37.498908688761205, 97.70005592926644, 132, 89, 47, 'Female', 80.76712782133168, 1.6503886198085802, 0.11201844163753572, 43, 29.652560350546548, 103.33333333333333, 'High Risk'),
(18791, 96, 13, '43:45.8', 36.73910828937356, 97.97435192096451, 126, 72, 50, 'Male', 86.90396929, 1.6727560432703115, 0.12470041742553857, 54, 31.05806524241687, 90, 'High Risk'),
(18792, 71, 12, '42:45.8', 36.52188044347714, 96.84089708897962, 134, 77, 39, 'Male', 80.20861099456641, 1.8834095904115764, 0.13414343190471673, 57, 22.611607617283738, 96, 'Low Risk'),
(18793, 79, 15, '41:45.8', 36.11505963, 99.65098063922409, 125, 79, 77, 'Female', 66.33321937, 1.9607280480679818, 0.095193518, 46, 17.254260583521237, 94.33333333333333, 'High Risk'),
(18794, 81, 18, '40:45.8', 36.836345501478284, 96.24050029086219, 113, 86, 63, 'Female', 88.26203066, 1.7245554037024893, 0.096034953, 27, 29.676973757895773, 95, 'Low Risk'),
(18795, 72, 16, '39:45.8', 36.276626016252436, 97.95305945937315, 130, 81, 74, 'Male', 61.91155358914514, 1.8862068146680366, 0.063119229, 49, 17.401756327240186, 97.33333333333333, 'High Risk'),
(18796, 62, 14, '38:45.8', 36.34875256072272, 98.08173935918651, 126, 70, 18, 'Female', 92.55609195, 1.895554608302584, 0.11307925548793524, 56, 25.759202197363923, 88.66666666666666, 'Low Risk'),
(18797, 62, 13, '37:45.8', 36.10161939500973, 98.07879354067244, 120, 80, 68, 'Female', 78.14307943496365, 1.855375223983232, 0.055747247, 40, 22.70006056812769, 93.33333333333333, 'Low Risk'),
(18798, 64, 18, '36:45.8', 37.22148137320318, 98.08873879489249, 133, 71, 74, 'Male', 76.51715986494305, 1.5964833329256445, 0.14871013968823232, 62, 30.021339363577475, 91.66666666666666, 'High Risk'),
(18799, 69, 16, '35:45.8', 37.264542435328764, 97.98231455104964, 120, 72, 75, 'Male', 55.66299744166713, 1.571126709, 0.063243916, 48, 22.549876424502013, 88, 'Low Risk'),
(18800, 80, 13, '34:45.8', 36.10071195, 95.86319666419625, 133, 71, 62, 'Male', 93.58793618688773, 1.544184875717217, 0.13067049383392448, 62, 39.248338930779234, 91.66666666666666, 'High Risk'),
(18801, 80, 19, '33:45.8', 36.16124587765161, 98.53033102, 114, 88, 76, 'Male', 93.25866070038333, 1.8485994125649825, 0.074382776, 26, 27.290001077500225, 96.66666666666667, 'Low Risk'),
(18802, 81, 13, '32:45.8', 37.38031200075896, 99.01247501584707, 125, 88, 54, 'Male', 55.881527211265976, 1.7361035904000557, 0.11460826091311138, 37, 18.540310202332986, 100.33333333333333, 'Low Risk'),
(18803, 94, 16, '31:45.8', 36.46630781065699, 95.95382107529738, 112, 75, 32, 'Male', 70.29831624, 1.7986273796833325, 0.10317667222253135, 37, 21.730139916219017, 87.33333333333333, 'High Risk'),
(18804, 84, 13, '30:45.8', 36.05775727322667, 98.05161751747295, 111, 77, 40, 'Female', 81.22565549831582, 1.5034758103623642, 0.136083366, 34, 35.93356737, 88.33333333333333, 'High Risk'),
(18805, 98, 16, '29:45.8', 36.25746698116651, 97.90693759527497, 125, 83, 32, 'Female', 51.610393944674634, 1.864402482855655, 0.12319628572835052, 42, 14.847653670390196, 97, 'High Risk'),
(18806, 92, 16, '28:45.8', 36.91926698056017, 98.21678081285907, 135, 80, 42, 'Female', 75.54170474329479, 1.5074491785247783, 0.076132988, 55, 33.24309283364725, 98.33333333333333, 'High Risk'),
(18807, 96, 16, '27:45.8', 36.04352176665795, 98.93688097756613, 125, 87, 81, 'Female', 71.07913519498948, 1.972394088374881, 0.10672790144383873, 38, 18.27068166275457, 99.66666666666667, 'High Risk'),
(18808, 98, 15, '26:45.8', 36.247245706163795, 98.45099245182047, 111, 75, 89, 'Male', 77.55364967397955, 1.5897759619127625, 0.060453185, 36, 30.685301057697096, 87, 'High Risk'),
(18809, 80, 12, '25:45.8', 37.055670450395375, 99.34937885, 119, 74, 20, 'Male', 65.18685119943736, 1.7583337383680009, 0.14023486078501318, 45, 21.084212502291106, 89, 'Low Risk'),
(18810, 79, 17, '24:45.8', 37.185124505849494, 96.25410527220775, 127, 74, 59, 'Male', 82.53924994302535, 1.6832250240485989, 0.082688656, 53, 29.132392991412782, 91.66666666666666, 'Low Risk'),
(18811, 74, 17, '23:45.8', 36.05489278714994, 98.07645095442705, 111, 74, 68, 'Female', 63.36016382961826, 1.928005131225846, 0.090052221, 37, 17.04511441306611, 86.33333333333333, 'High Risk'),
(18812, 61, 17, '22:45.8', 36.18321828465669, 96.90706431340872, 129, 79, 74, 'Female', 74.13258005, 1.8444839739356658, 0.058934704804160055, 50, 21.790105999651377, 95.66666666666666, 'Low Risk'),
(18813, 86, 17, '21:45.8', 37.334456775520124, 99.82638762034257, 127, 80, 43, 'Male', 98.32637286917677, 1.897269327553752, 0.11476942702759009, 47, 27.315681959034933, 95.66666666666667, 'Low Risk'),
(18814, 69, 19, '20:45.8', 36.98808018817941, 99.26979300543081, 119, 86, 65, 'Female', 78.42390498132431, 1.7329503577883707, 0.141630046, 33, 26.114169538300523, 97, 'Low Risk'),
(18815, 99, 17, '19:45.8', 36.567558059199456, 99.60505618644817, 121, 84, 30, 'Male', 72.82359046896137, 1.869652996885944, 0.056670414869523816, 37, 20.832916224397447, 96.33333333333333, 'High Risk'),
(18816, 72, 16, '18:45.8', 37.00323941673334, 96.45534513, 123, 79, 20, 'Female', 94.15514964886555, 1.810752081, 0.069052366, 44, 28.71614199743591, 93.66666666666667, 'Low Risk'),
(18817, 88, 12, '17:45.8', 36.46024596003621, 97.29150810616049, 129, 70, 50, 'Male', 93.71694077450626, 1.5686777223454356, 0.10408539802726155, 59, 38.08470934535762, 89.66666666666666, 'High Risk'),
(18818, 64, 13, '16:45.8', 36.77756046850341, 97.65923146233871, 130, 82, 32, 'Female', 86.18237671589667, 1.532687147931876, 0.05827028, 48, 36.68693543, 98, 'High Risk'),
(18819, 85, 15, '15:45.8', 37.314879282019135, 99.22153293768409, 135, 71, 35, 'Male', 74.10098484463288, 1.891434839308951, 0.1070605786357515, 64, 20.712914453973028, 92.33333333333333, 'Low Risk'),
(18820, 92, 18, '14:45.8', 37.213867827944064, 95.44069558258789, 133, 72, 39, 'Female', 59.10988734099601, 1.9979487831012128, 0.12226533523212521, 61, 14.807830331106196, 92.33333333333333, 'High Risk'),
(18821, 60, 13, '13:45.8', 37.49158165791206, 98.42897435185169, 125, 88, 30, 'Male', 55.861807764235046, 1.8733507572363997, 0.1128573132155311, 37, 15.917570627287555, 100.33333333333333, 'High Risk'),
(18822, 99, 18, '12:45.8', 36.04130437689609, 98.37763663, 119, 85, 81, 'Female', 99.36560616263381, 1.5906968752590716, 0.12069303015942492, 34, 39.27002975320021, 96.33333333333333, 'High Risk'),
(18823, 62, 19, '11:45.8', 36.19940842046643, 97.64505756734957, 129, 82, 26, 'Female', 99.17620147982137, 1.9008688607394293, 0.11376832149829148, 47, 27.44752301208698, 97.66666666666667, 'Low Risk'),
(18824, 73, 18, '10:45.8', 37.234708351744466, 96.83610098009453, 125, 74, 66, 'Female', 79.75550977858884, 1.9454006432820132, 0.099941396, 51, 21.07378694274992, 91, 'Low Risk'),
(18825, 94, 19, '09:45.8', 36.283097463823765, 95.10246766721356, 123, 73, 50, 'Male', 70.83361125323896, 1.8581082450722337, 0.071080616, 50, 20.516220722751186, 89.66666666666666, 'High Risk'),
(18826, 98, 12, '08:45.8', 37.28359654036127, 95.23418793817487, 126, 83, 83, 'Male', 61.44063696723849, 1.684104641411102, 0.070763996, 43, 21.66294833303276, 97.33333333333333, 'High Risk'),
(18827, 78, 14, '07:45.8', 36.290913511643744, 98.16189723, 136, 80, 68, 'Female', 93.32005774, 1.979638766812669, 0.11281532234795551, 56, 23.812396150607018, 98.66666666666666, 'Low Risk'),
(18828, 96, 19, '06:45.8', 37.43188096132196, 95.25589912955999, 118, 89, 65, 'Female', 76.95707735142537, 1.9508156512078663, 0.063196065, 29, 20.221627376342678, 98.66666666666667, 'High Risk'),
(18829, 76, 16, '05:45.8', 37.22390207, 97.05203471448306, 113, 70, 29, 'Female', 90.40295208830236, 1.5995017898094788, 0.067014021, 43, 35.33565546, 84.33333333333333, 'High Risk'),
(18830, 95, 16, '04:45.8', 36.1105343, 96.12644179826869, 115, 76, 70, 'Male', 50.530283229703684, 1.8176602976034684, 0.069068802, 39, 15.294183273091882, 89, 'High Risk'),
(18831, 83, 19, '03:45.8', 36.69528903932121, 98.86315881529346, 114, 72, 31, 'Female', 72.10869557, 1.9084197721889433, 0.10149252281499126, 42, 19.798843578274816, 86, 'Low Risk'),
(18832, 93, 19, '02:45.8', 37.032173180720314, 99.75527833882835, 126, 89, 88, 'Male', 85.4508222, 1.5146469093197774, 0.1417304828228777, 37, 37.24718361268263, 101.33333333333333, 'High Risk'),
(18833, 62, 17, '01:45.8', 36.11231734020752, 95.4287541, 123, 84, 36, 'Female', 84.03561938532806, 1.8312353975695015, 0.085757045, 39, 25.05965318055292, 97, 'Low Risk'),
(18834, 82, 14, '00:45.8', 36.24641683707438, 98.46144086009151, 138, 76, 57, 'Male', 73.04866255819385, 1.634406356864127, 0.091191496, 62, 27.345897608538767, 96.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(18835, 90, 19, '59:45.8', 36.43734196653509, 96.35039995668896, 130, 71, 73, 'Female', 72.68152952, 1.5315273908501128, 0.069203503, 59, 30.98664247312207, 90.66666666666666, 'High Risk'),
(18836, 89, 12, '58:45.8', 36.76560746311615, 99.26168823371424, 135, 85, 46, 'Female', 89.96437775546119, 1.6443162012865251, 0.090952636, 50, 33.273608987801445, 101.66666666666666, 'High Risk'),
(18837, 68, 17, '57:45.8', 36.23343655356358, 97.13650484908457, 131, 85, 24, 'Female', 65.99154816562246, 1.8686929546995528, 0.086963897, 46, 18.897851005238827, 100.33333333333333, 'Low Risk'),
(18838, 78, 16, '56:45.8', 36.82039480421059, 98.19894953938636, 133, 78, 18, 'Male', 92.29624538145649, 1.8412498757482187, 0.061476156, 55, 27.22441605216009, 96.33333333333333, 'Low Risk'),
(18839, 94, 13, '55:45.8', 36.88330389801288, 97.26491108419754, 119, 85, 54, 'Male', 56.09277295, 1.5062626288239869, 0.0742407, 34, 24.72324699, 96.33333333333333, 'High Risk'),
(18840, 99, 16, '54:45.8', 36.759182652826944, 96.64593914472248, 136, 87, 74, 'Male', 71.65147885166124, 1.7270745394569735, 0.12502535552651506, 49, 24.021658840232227, 103.33333333333333, 'High Risk'),
(18841, 76, 14, '53:45.8', 36.973850502215875, 96.21878032, 136, 76, 78, 'Female', 80.50725396535886, 1.7552186924433113, 0.10254874948664411, 60, 26.13199358, 96, 'Low Risk'),
(18842, 93, 12, '52:45.8', 36.43644857477507, 95.06595746939466, 137, 87, 77, 'Female', 96.72987452195451, 1.726666307168872, 0.095417241, 50, 32.444702419777016, 103.66666666666666, 'High Risk'),
(18843, 82, 16, '51:45.8', 36.030456993069194, 95.12426044904788, 111, 75, 20, 'Female', 76.92129304660624, 1.664210381777772, 0.13809392939892706, 36, 27.773468634365692, 87, 'Low Risk'),
(18844, 91, 19, '50:45.8', 37.35986111783631, 98.25413489546607, 137, 87, 39, 'Male', 58.58155865072514, 1.9647554917299697, 0.10623942464881075, 50, 15.175531127276246, 103.66666666666666, 'High Risk'),
(18845, 87, 12, '49:45.8', 36.88155881, 98.41440669415472, 115, 78, 41, 'Male', 67.63777117285073, 1.9785612990822536, 0.072838431, 37, 17.277872632198157, 90.33333333333333, 'High Risk'),
(18846, 64, 17, '48:45.8', 37.478400736930084, 95.6263155, 124, 75, 88, 'Male', 97.21193555876351, 1.768919431264783, 0.050449406, 49, 31.067298134768482, 91.33333333333333, 'High Risk'),
(18847, 62, 13, '47:45.8', 36.32557587290874, 98.13359586178957, 121, 78, 42, 'Male', 53.026925740359374, 1.5574960225928616, 0.085691269, 43, 21.85961742510868, 92.33333333333333, 'Low Risk'),
(18848, 85, 13, '46:45.8', 36.75232534538629, 97.57626011516005, 133, 80, 31, 'Male', 89.01921223631734, 1.5841778345248991, 0.09478123, 53, 35.47120006800462, 97.66666666666666, 'High Risk'),
(18849, 86, 16, '45:45.8', 36.43845819, 98.95889205808591, 134, 85, 55, 'Male', 57.923781015411315, 1.6134067771035405, 0.13491050338482874, 49, 22.252005021192772, 101.33333333333333, 'Low Risk'),
(18850, 81, 19, '44:45.8', 36.84095266, 97.58821213319807, 113, 81, 61, 'Female', 54.26073107010169, 1.9372612051974094, 0.097991035, 32, 14.458035199293844, 91.66666666666667, 'High Risk'),
(18851, 95, 15, '43:45.8', 36.467498516803104, 99.63886827441604, 133, 71, 59, 'Female', 64.44396145344403, 1.861723754, 0.10690045774827445, 62, 18.59309759773868, 91.66666666666666, 'High Risk'),
(18852, 84, 13, '42:45.8', 36.71494093218324, 97.33310494067997, 126, 74, 82, 'Female', 65.15458906310123, 1.6253148457056241, 0.051720568, 52, 24.664368791002087, 91.33333333333333, 'Low Risk'),
(18853, 65, 19, '41:45.8', 36.01265821688908, 99.69766105004771, 120, 75, 74, 'Male', 62.263955485289024, 1.5289965543718078, 0.1203071363373743, 45, 26.633221041148182, 90, 'Low Risk'),
(18854, 60, 17, '40:45.8', 36.193359978045464, 98.14299392914626, 129, 78, 56, 'Female', 62.716768478535414, 1.9160430299467823, 0.1110174721590568, 51, 17.08335464227217, 95, 'High Risk'),
(18855, 95, 14, '39:45.8', 36.325210473565164, 95.22436229902138, 125, 89, 36, 'Male', 77.80205340739033, 1.8544186136617582, 0.060693151, 36, 22.62431837386039, 101, 'High Risk'),
(18856, 62, 14, '38:45.8', 36.047323425464334, 98.39200137209974, 116, 83, 73, 'Female', 56.76242040786346, 1.852823043497069, 0.1324055108975707, 33, 16.534574343551125, 94, 'High Risk'),
(18857, 80, 14, '37:45.8', 36.53105452591134, 98.29462326730703, 113, 88, 50, 'Female', 95.08795483741174, 1.6892646016761406, 0.080541244, 25, 33.321929676453685, 96.33333333333333, 'High Risk'),
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(19034, 89, 13, '40:45.8', 37.13157711047336, 99.33449777166396, 117, 74, 51, 'Female', 58.81142777302145, 1.8436248150683996, 0.13976235965571687, 43, 17.30280975889035, 88.33333333333333, 'High Risk'),
(19035, 70, 15, '39:45.8', 36.206068599815616, 97.59152392132843, 115, 74, 32, 'Female', 90.45325517047667, 1.935761822909031, 0.12139990391116835, 41, 24.139060303217008, 87.66666666666667, 'Low Risk'),
(19036, 86, 14, '38:45.8', 37.10983645746295, 96.18472480318306, 112, 88, 81, 'Female', 55.08349935966468, 1.674977021931141, 0.081263243, 24, 19.633775251218943, 96, 'Low Risk'),
(19037, 62, 18, '37:45.8', 36.78330432750897, 97.10673649269542, 135, 85, 56, 'Female', 52.74829514205084, 1.8326535290131039, 0.065441154, 50, 15.705352649715007, 101.66666666666666, 'High Risk'),
(19038, 82, 18, '36:45.8', 37.49011269993559, 96.52724349188806, 130, 73, 74, 'Male', 84.60609199467989, 1.9522943862391715, 0.11334051246028257, 57, 22.19785571787573, 92, 'Low Risk'),
(19039, 97, 13, '35:45.8', 36.24145513598348, 99.23329999510827, 128, 77, 18, 'Male', 96.79922538, 1.527078766591612, 0.097832546, 51, 41.509643636536765, 94, 'High Risk'),
(19040, 77, 13, '34:45.8', 36.23734073345913, 96.99042902524668, 128, 86, 46, 'Male', 72.66205424087381, 1.5407524488887776, 0.13976809751749608, 42, 30.60849233713768, 100, 'High Risk'),
(19041, 93, 18, '33:45.8', 36.23004328373385, 97.50850453325441, 132, 80, 35, 'Male', 84.13827500569064, 1.7245737319640988, 0.053948482476287044, 52, 28.289812581599488, 97.33333333333333, 'High Risk'),
(19042, 88, 18, '32:45.8', 37.23162953667794, 99.87041443325148, 121, 85, 34, 'Female', 70.84596591543277, 1.5944193494514631, 0.14515903023308363, 36, 27.86827025156871, 97, 'Low Risk'),
(19043, 62, 18, '31:45.8', 37.24312062362685, 99.50678935954578, 131, 78, 26, 'Female', 90.14778417107351, 1.707252267251349, 0.13476297106077295, 53, 30.928557135259975, 95.66666666666666, 'High Risk'),
(19044, 68, 17, '30:45.8', 36.65967878610922, 97.65250746, 131, 85, 64, 'Female', 86.86100101097381, 1.8644157950011917, 0.13245334322011965, 46, 24.988447965789433, 100.33333333333333, 'Low Risk'),
(19045, 78, 14, '29:45.8', 36.702312417855076, 99.71636399, 125, 80, 34, 'Female', 64.88342928405136, 1.7874578492613142, 0.12437444483748566, 45, 20.307767234510074, 95, 'Low Risk'),
(19046, 72, 16, '28:45.8', 37.13682789998597, 95.99664653, 125, 79, 44, 'Male', 76.93278775, 1.9817460706601266, 0.10224314911868097, 46, 19.589143982335806, 94.33333333333333, 'Low Risk'),
(19047, 77, 16, '27:45.8', 36.53625663851657, 98.97964038215939, 120, 77, 46, 'Male', 61.92020574468518, 1.7046218082988165, 0.13860584935009176, 43, 21.309649672487506, 91.33333333333333, 'Low Risk'),
(19048, 88, 12, '26:45.8', 37.38483334055111, 96.57853378159272, 131, 77, 47, 'Male', 95.93203463138316, 1.6663238178549151, 0.08229261, 54, 34.549745412273275, 95, 'High Risk'),
(19049, 78, 13, '25:45.8', 36.82641329238261, 96.25430704960917, 129, 80, 20, 'Female', 87.59878458874483, 1.9331003543186498, 0.058616271875253104, 49, 23.441709497181566, 96.33333333333333, 'Low Risk'),
(19050, 75, 14, '24:45.8', 36.402511449042684, 99.50736825289896, 116, 87, 44, 'Female', 95.53315997582465, 1.8448847223463454, 0.071736201, 29, 28.068271863783465, 96.66666666666667, 'Low Risk'),
(19051, 60, 15, '23:45.8', 36.84758979223367, 98.36196061156494, 131, 80, 40, 'Female', 82.70218358976734, 1.5650700590348499, 0.076529679, 51, 33.76365159, 97, 'High Risk'),
(19052, 64, 12, '22:45.8', 36.22093688016962, 97.88209956, 111, 89, 54, 'Male', 83.75010459623488, 1.7628223799505418, 0.10706424611250642, 22, 26.95058813849955, 96.33333333333333, 'Low Risk'),
(19053, 73, 12, '21:45.8', 37.05207870928162, 97.78971380075093, 123, 89, 83, 'Female', 61.93451913359191, 1.937244095851391, 0.1294225920729971, 34, 16.503044779994347, 100.33333333333333, 'High Risk'),
(19054, 71, 12, '20:45.8', 36.116874882161284, 97.93687361311171, 128, 77, 28, 'Male', 78.86351024875151, 1.861903219100727, 0.1471156608409211, 51, 22.748978392555703, 94, 'Low Risk'),
(19055, 87, 16, '19:45.8', 36.17993012261674, 97.66613295281375, 136, 70, 52, 'Male', 77.70927165249648, 1.6620646092770464, 0.11200546802996317, 66, 28.130472977730594, 92, 'Low Risk'),
(19056, 67, 15, '18:45.8', 37.45104176347586, 97.70063221, 125, 88, 88, 'Female', 68.87328785293052, 1.758543086396705, 0.13140458790049647, 37, 22.271260034227062, 100.33333333333333, 'Low Risk'),
(19057, 84, 12, '17:45.8', 37.36065568309026, 97.73754720064696, 115, 76, 71, 'Male', 55.825720837376466, 1.841575976118396, 0.10959016855357709, 39, 16.460956144203976, 89, 'High Risk'),
(19058, 71, 16, '16:45.8', 36.16872255417931, 99.31937277149986, 127, 88, 65, 'Male', 82.98426959, 1.6068067986057184, 0.1190229726008551, 39, 32.141671234431314, 101, 'High Risk'),
(19059, 86, 15, '15:45.8', 36.34402508120924, 96.48957373915624, 125, 82, 38, 'Male', 96.19900002321384, 1.797015261361769, 0.12812400139003205, 43, 29.789761538410566, 96.33333333333333, 'Low Risk'),
(19060, 95, 19, '14:45.8', 36.41569999, 98.41709281425332, 131, 77, 71, 'Female', 59.979954057182454, 1.6712422146369446, 0.079484768, 54, 21.47471132, 95, 'High Risk'),
(19061, 75, 15, '13:45.8', 36.68985789747899, 96.71612696476234, 120, 85, 80, 'Male', 82.31398820626292, 1.5973581283242086, 0.07176481, 35, 32.260348315274996, 96.66666666666667, 'High Risk'),
(19062, 72, 18, '12:45.8', 36.94934951048772, 96.54362384123998, 130, 88, 29, 'Male', 94.75200121643803, 1.612827784222179, 0.11462346544481102, 42, 36.426076758671286, 102, 'High Risk'),
(19063, 74, 18, '11:45.8', 36.014097748070284, 96.49448184361565, 115, 88, 33, 'Male', 86.63681501240991, 1.624580545888892, 0.089017043, 27, 32.82615241, 97, 'High Risk'),
(19064, 66, 16, '10:45.8', 37.30699331616133, 99.34900714215264, 115, 78, 22, 'Male', 99.51711688, 1.772666215161376, 0.050295535107296035, 37, 31.669692767218805, 90.33333333333333, 'High Risk'),
(19065, 78, 15, '09:45.8', 36.207295062106105, 96.24499981364083, 130, 77, 20, 'Male', 59.31684088149463, 1.5644841314414277, 0.061411492, 53, 24.234590641707737, 94.66666666666666, 'Low Risk'),
(19066, 75, 13, '08:45.8', 36.606155157820304, 98.77503136, 119, 89, 44, 'Male', 96.407015, 1.9975396485361627, 0.14670814965656076, 30, 24.161162137133005, 99, 'Low Risk'),
(19067, 80, 14, '07:45.8', 37.14641964651548, 96.72189849091619, 115, 75, 30, 'Female', 95.73376838501471, 1.9949411681718243, 0.12981852810488376, 40, 24.054978283595986, 88.33333333333333, 'Low Risk'),
(19068, 77, 17, '06:45.8', 37.338324025474414, 98.88071248565642, 112, 84, 51, 'Male', 61.52975652753049, 1.8900712540605262, 0.095084376, 28, 17.22379479219116, 93.33333333333333, 'High Risk'),
(19069, 68, 13, '05:45.8', 37.11536474876687, 95.40317037602385, 127, 84, 46, 'Female', 72.76304580588004, 1.582542938445364, 0.074348618, 43, 29.05359412957344, 98.33333333333333, 'Low Risk'),
(19070, 88, 16, '04:45.8', 36.54304010986521, 97.48137882079716, 118, 85, 59, 'Female', 65.33363871456746, 1.9531529995955934, 0.11372385964475398, 33, 17.12633034462044, 96, 'High Risk'),
(19071, 74, 16, '03:45.8', 36.438761148260305, 95.59175734, 130, 74, 41, 'Female', 84.55026087831081, 1.7236504847362097, 0.093715901, 56, 28.458797161736083, 92.66666666666666, 'Low Risk'),
(19072, 93, 13, '02:45.8', 36.41049852241103, 99.45363900492266, 111, 71, 30, 'Female', 86.13287395381747, 1.6560875424565271, 0.1247467581150089, 40, 31.405257435066545, 84.33333333333333, 'High Risk'),
(19073, 91, 18, '01:45.8', 36.825806777071215, 96.54793206, 116, 74, 67, 'Male', 56.76913525110238, 1.691930207087427, 0.070693308, 42, 19.831126750860427, 88, 'High Risk'),
(19074, 71, 17, '00:45.8', 36.33355271803489, 99.21843455, 120, 74, 36, 'Female', 94.25306358, 1.8225491798786704, 0.11380110364939677, 46, 28.37507139490732, 89.33333333333333, 'Low Risk'),
(19075, 69, 14, '59:45.8', 37.46016705568931, 99.16556042241034, 137, 87, 35, 'Male', 66.78314275567772, 1.8152912348185564, 0.079023953, 50, 20.266288997524732, 103.66666666666666, 'Low Risk'),
(19076, 92, 12, '58:45.8', 36.96769224073739, 96.26623645021063, 134, 88, 45, 'Male', 73.64536245399461, 1.8248395599007614, 0.12046831397555033, 46, 22.11546266552383, 103.33333333333333, 'High Risk'),
(19077, 81, 15, '57:45.8', 36.28709266793545, 96.75938122791405, 133, 80, 25, 'Male', 85.67987507692723, 1.8182319885816929, 0.057876811453321554, 53, 25.91673191295327, 97.66666666666666, 'Low Risk'),
(19078, 99, 17, '56:45.8', 36.92145617210765, 95.04315365800376, 121, 81, 36, 'Male', 76.04492722797261, 1.7333913552911686, 0.079903896, 40, 25.309117143773967, 94.33333333333333, 'High Risk'),
(19079, 70, 12, '55:45.8', 36.078799067597096, 95.92629909340852, 112, 83, 70, 'Male', 53.01644171112914, 1.6582091318496388, 0.13081494919351128, 29, 19.281107276115126, 92.66666666666667, 'Low Risk'),
(19080, 93, 17, '54:45.8', 36.694393249020315, 99.08005227779933, 128, 74, 72, 'Female', 85.44437575875136, 1.5162609488726138, 0.087467669, 54, 37.165123595631634, 92, 'High Risk'),
(19081, 69, 17, '53:45.8', 36.57454756912329, 96.92751871195519, 127, 78, 30, 'Male', 53.68055534605183, 1.7065600489788595, 0.062147851, 49, 18.43205897011378, 94.33333333333333, 'High Risk'),
(19082, 88, 14, '52:45.8', 37.17759583184654, 95.88600099441874, 118, 72, 41, 'Male', 84.96681504734784, 1.7381206001150238, 0.12136790060305282, 46, 28.124805356453955, 87.33333333333333, 'Low Risk'),
(19083, 62, 17, '51:45.8', 36.893989804842455, 96.09167240977445, 126, 85, 59, 'Female', 66.34559324411374, 1.6075565086228574, 0.083448423, 41, 25.673175257816713, 98.66666666666667, 'Low Risk'),
(19084, 73, 19, '50:45.8', 36.04961636445468, 95.10975427051677, 117, 86, 41, 'Female', 99.61088659637085, 1.5059603383471538, 0.066358008, 31, 43.921760263161175, 96.33333333333333, 'High Risk'),
(19085, 71, 14, '49:45.8', 36.616310227159765, 98.90007914, 120, 82, 59, 'Male', 52.40989131003118, 1.919649563918668, 0.13195160603394093, 38, 14.22228410624316, 94.66666666666667, 'High Risk'),
(19086, 74, 12, '48:45.8', 37.45923886916245, 96.40396495182608, 121, 76, 51, 'Female', 70.00996583076032, 1.7063558658960145, 0.070014914, 45, 24.044771050649704, 91, 'Low Risk'),
(19087, 85, 12, '47:45.8', 36.86007141567563, 99.06734949997883, 134, 89, 23, 'Female', 94.93536503427597, 1.603654502549561, 0.14431722266048996, 45, 36.91530055628081, 104, 'High Risk'),
(19088, 60, 16, '46:45.8', 36.90470264200407, 96.43978027, 138, 80, 78, 'Male', 90.08099648906258, 1.7189123557618493, 0.10236565410768816, 58, 30.487773902281607, 99.33333333333333, 'High Risk'),
(19089, 84, 18, '45:45.8', 36.896190325795686, 95.38776299567989, 124, 88, 41, 'Female', 86.19862106166366, 1.5416830776071855, 0.11363624193668141, 36, 36.26687267916247, 100, 'High Risk'),
(19090, 67, 19, '44:45.8', 37.09201274388733, 97.46824381268857, 120, 74, 84, 'Male', 60.63919948394117, 1.9004778237334106, 0.068505332, 46, 16.78911666060726, 89.33333333333333, 'High Risk'),
(19091, 78, 18, '43:45.8', 36.65673751576358, 99.24519823687037, 124, 88, 50, 'Male', 75.12707731157383, 1.644184544982004, 0.077158484, 36, 27.79043664477996, 100, 'Low Risk'),
(19092, 61, 18, '42:45.8', 37.43346673329343, 96.39911889316464, 114, 87, 25, 'Female', 51.06484045414482, 1.7071950817560386, 0.095392287, 27, 17.520870411595133, 96, 'High Risk'),
(19093, 64, 19, '41:45.8', 37.131550157993416, 98.24604025706459, 111, 71, 73, 'Female', 85.40199486842666, 1.7260896211610204, 0.12157101514503828, 40, 28.664299500726734, 84.33333333333333, 'Low Risk'),
(19094, 98, 15, '40:45.8', 36.48155861125746, 97.33207312224985, 116, 80, 85, 'Female', 52.170976906779366, 1.716236168557917, 0.075592218, 36, 17.712296296292642, 92, 'High Risk'),
(19095, 97, 19, '39:45.8', 36.37994377535739, 97.47472992844035, 126, 78, 75, 'Female', 73.62731214491336, 1.6903863826399774, 0.13873933401520952, 48, 25.767184987180162, 94, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(19096, 78, 16, '38:45.8', 36.81068104220594, 99.44545706981461, 132, 77, 67, 'Male', 50.091085026970475, 1.7184773546578391, 0.11339471872763254, 55, 16.961834130756415, 95.33333333333333, 'High Risk'),
(19097, 97, 13, '37:45.8', 36.00799208472408, 97.28187677655669, 114, 75, 89, 'Male', 67.95778758902514, 1.8427656376779475, 0.096937505, 39, 20.01239291606248, 88, 'High Risk'),
(19098, 69, 17, '36:45.8', 36.93458609594827, 98.63407667490624, 136, 80, 24, 'Female', 65.16822972536887, 1.5117065488313635, 0.062716569, 56, 28.516809519394986, 98.66666666666666, 'Low Risk'),
(19099, 77, 17, '35:45.8', 37.15777921047853, 96.19483083800318, 123, 82, 31, 'Female', 65.65850301901185, 1.611093716256381, 0.1399100950008652, 41, 25.295855355754103, 95.66666666666667, 'Low Risk'),
(19100, 98, 16, '34:45.8', 37.12290506995055, 96.36826957198589, 135, 70, 34, 'Female', 55.88956502213274, 1.5424247659047698, 0.1426145406499174, 65, 23.49214917198115, 91.66666666666666, 'High Risk'),
(19101, 80, 14, '33:45.8', 36.27156497557752, 95.18355820592504, 115, 76, 35, 'Female', 50.883473231432866, 1.6819723407680307, 0.088133494, 39, 17.986184682619697, 89, 'High Risk'),
(19102, 73, 17, '32:45.8', 37.418448670475925, 95.08971855021116, 135, 85, 31, 'Female', 57.567531619672906, 1.8203716686287792, 0.061303888, 50, 17.372306086825926, 101.66666666666666, 'High Risk'),
(19103, 86, 18, '31:45.8', 37.14185328860062, 95.31521648668884, 120, 74, 30, 'Female', 78.37856477552768, 1.9998801353021904, 0.074249798, 46, 19.596990110789363, 89.33333333333333, 'Low Risk'),
(19104, 63, 13, '30:45.8', 36.993083504439575, 95.73060790542287, 119, 73, 61, 'Female', 87.01015711049385, 1.976927744917146, 0.071763557, 46, 22.263239578383885, 88.33333333333333, 'Low Risk'),
(19105, 77, 18, '29:45.8', 37.02590478288813, 96.07095939, 131, 76, 68, 'Male', 80.28892802681386, 1.7635049373267482, 0.10208033191809626, 55, 25.81679342172085, 94.33333333333333, 'Low Risk'),
(19106, 92, 15, '28:45.8', 37.25146282460161, 99.63354789434939, 112, 85, 72, 'Female', 96.26397434624303, 1.8171020420284691, 0.12162175981455094, 27, 29.154470289215567, 94, 'High Risk'),
(19107, 74, 18, '27:45.8', 36.814322770237226, 97.78085988203473, 121, 79, 47, 'Male', 87.74658349445696, 1.5198889460993414, 0.12833240950701824, 42, 37.98450776591122, 93, 'High Risk'),
(19108, 71, 17, '26:45.8', 36.65990880641739, 97.17937642586453, 132, 89, 45, 'Male', 85.07367175372161, 1.8119032894355045, 0.076513097, 43, 25.913444839106187, 103.33333333333333, 'Low Risk'),
(19109, 99, 12, '25:45.8', 36.09141189653412, 95.93548493443855, 130, 81, 22, 'Female', 97.25380600819403, 1.6897318612287622, 0.10680729605258724, 49, 34.062068667123334, 97.33333333333333, 'High Risk'),
(19110, 86, 15, '24:45.8', 36.91443023801691, 97.56441766, 119, 78, 39, 'Female', 77.14556658309236, 1.8190529227972476, 0.13722913999306707, 41, 23.314188532793068, 91.66666666666667, 'Low Risk'),
(19111, 79, 14, '23:45.8', 36.101729198056006, 97.03183146601978, 129, 74, 79, 'Female', 53.05081673576413, 1.610817106828398, 0.10154246020945296, 55, 20.44558814297788, 92.33333333333333, 'Low Risk'),
(19112, 63, 15, '22:45.8', 37.24253057404026, 95.71234405, 124, 84, 72, 'Female', 91.58000726674223, 1.7331873917853189, 0.072239283, 40, 30.486644849213974, 97.33333333333333, 'High Risk'),
(19113, 78, 17, '21:45.8', 36.35490403128192, 97.11510073, 120, 76, 80, 'Female', 93.59830413315761, 1.7791379565185625, 0.081452188, 44, 29.56982333188516, 90.66666666666667, 'Low Risk'),
(19114, 92, 18, '20:45.8', 36.50254291064489, 97.33295671533726, 135, 74, 82, 'Female', 89.04851124238672, 1.7925962442900825, 0.14772221461002272, 61, 27.711606197382093, 94.33333333333333, 'High Risk'),
(19115, 78, 17, '19:45.8', 37.02250823194792, 98.21023989193968, 123, 81, 24, 'Male', 95.98304623396913, 1.5325345711019405, 0.14845790457185798, 42, 40.867113950650996, 95, 'High Risk'),
(19116, 62, 19, '18:45.8', 36.256045153258185, 98.63658623, 136, 76, 88, 'Male', 61.017412482981484, 1.7825732232324412, 0.099036843, 60, 19.202555538708364, 96, 'Low Risk'),
(19117, 91, 12, '17:45.8', 36.997209321452885, 97.09390087933566, 138, 86, 37, 'Female', 86.97019865754477, 1.8936123797957247, 0.07756265, 52, 24.25427479385274, 103.33333333333333, 'High Risk'),
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(19295, 70, 12, '19:45.8', 37.03385864, 97.66142962340278, 110, 70, 55, 'Male', 92.72234272, 1.5622393607356495, 0.10171585828272511, 40, 37.99174526025886, 83.33333333333333, 'High Risk'),
(19296, 99, 12, '18:45.8', 36.04244811192117, 96.07293556503201, 133, 75, 65, 'Female', 78.33105968281394, 1.6780805747541312, 0.066825498, 58, 27.81687773614078, 94.33333333333333, 'High Risk'),
(19297, 99, 17, '17:45.8', 36.32660266, 98.61120109783175, 127, 78, 63, 'Female', 71.93659007778878, 1.8767173449674197, 0.1058864998667243, 49, 20.424531900795518, 94.33333333333333, 'High Risk'),
(19298, 90, 18, '16:45.8', 36.26449200559461, 96.02607058572747, 121, 72, 83, 'Male', 90.31688804160314, 1.5280357225312091, 0.141194468, 49, 38.68137918595335, 88.33333333333333, 'High Risk'),
(19299, 82, 16, '15:45.8', 37.21444762673692, 98.47991746307254, 130, 87, 75, 'Male', 65.92749069368054, 1.988609406131671, 0.074307455, 43, 16.671227095845516, 101.33333333333333, 'High Risk'),
(19300, 80, 17, '14:45.8', 37.197803611929466, 96.4978373, 138, 80, 33, 'Female', 79.32565989572797, 1.6257371580067081, 0.11703787784487611, 58, 30.013250248087058, 99.33333333333333, 'High Risk'),
(19301, 73, 17, '13:45.8', 36.85198241, 99.79146385586982, 118, 86, 61, 'Female', 64.07870265758802, 1.8220912490399066, 0.059675995471579674, 32, 19.30071801597887, 96.66666666666667, 'Low Risk'),
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(19306, 85, 13, '08:45.8', 36.57733449161937, 98.13463610586345, 113, 78, 64, 'Male', 69.49132835644845, 1.5325716853162912, 0.050728488, 35, 29.58618839144287, 89.66666666666667, 'Low Risk'),
(19307, 84, 14, '07:45.8', 37.171924131873816, 95.60857756622401, 117, 86, 25, 'Male', 91.45204369839078, 1.7464125369626557, 0.092448341, 31, 29.984701822597742, 96.33333333333333, 'Low Risk'),
(19308, 86, 13, '06:45.8', 36.44331538337962, 95.52242043892271, 129, 74, 19, 'Female', 53.12573626765477, 1.693812538047586, 0.098350882, 55, 18.51715557410264, 92.33333333333333, 'Low Risk'),
(19309, 73, 12, '05:45.8', 36.43316668562269, 96.44089030086829, 138, 74, 75, 'Male', 77.35622340791332, 1.8182884376555197, 0.11027787804164949, 64, 23.397513406814085, 95.33333333333333, 'Low Risk'),
(19310, 99, 15, '04:45.8', 36.806437709402005, 97.01665795516729, 112, 82, 68, 'Female', 75.90818466822621, 1.5919189254407566, 0.12353062146911191, 30, 29.95344052798206, 92, 'High Risk'),
(19311, 75, 17, '03:45.8', 37.31734712549991, 99.72630183454051, 117, 75, 58, 'Female', 97.98444298642607, 1.9703865462751664, 0.094805198, 42, 25.23796078097171, 89, 'Low Risk'),
(19312, 93, 17, '02:45.8', 37.193610329075206, 99.79339429034982, 138, 85, 57, 'Female', 80.60415572401784, 1.7586978779339206, 0.060525908, 53, 26.06003257607242, 102.66666666666666, 'High Risk'),
(19313, 65, 18, '01:45.8', 36.45220301934647, 97.89393325089145, 130, 85, 24, 'Male', 71.93929133893515, 1.989414709956738, 0.13250075026975455, 45, 18.176719514907056, 100, 'High Risk'),
(19314, 85, 16, '00:45.8', 36.56616181226809, 99.81897019231712, 131, 89, 65, 'Female', 86.99420316951455, 1.8405748255442702, 0.14729996797039616, 42, 25.67931053561932, 103, 'Low Risk'),
(19315, 98, 17, '59:45.8', 36.48226032731821, 98.83119634946274, 133, 76, 32, 'Male', 92.53281158790455, 1.638824549012035, 0.11689071933516404, 57, 34.453300851612006, 95, 'High Risk'),
(19316, 85, 15, '58:45.8', 37.027941566213386, 95.54737162043226, 125, 81, 57, 'Female', 88.84370875187942, 1.9304258907280667, 0.094830403, 44, 23.84077737997549, 95.66666666666667, 'Low Risk'),
(19317, 61, 12, '57:45.8', 36.74204248738157, 99.38635283118654, 121, 85, 20, 'Female', 64.39560870327794, 1.802596585590445, 0.11091572110263334, 36, 19.817969903437564, 97, 'Low Risk'),
(19318, 77, 13, '56:45.8', 36.518328908683145, 95.60491705025554, 122, 79, 26, 'Female', 92.36499696754129, 1.944533942672476, 0.098716179, 43, 24.427350478623726, 93.33333333333333, 'Low Risk'),
(19319, 72, 12, '55:45.8', 37.23940901846207, 99.21694701230255, 115, 74, 70, 'Female', 84.16415490806301, 1.622972611563772, 0.10756876622619421, 41, 31.95249570255458, 87.66666666666667, 'High Risk'),
(19320, 89, 13, '54:45.8', 36.12492569929858, 97.18656397297376, 124, 81, 88, 'Male', 80.71216089315747, 1.9161308492896676, 0.11324568588027013, 43, 21.983085488055295, 95.33333333333333, 'Low Risk'),
(19321, 92, 16, '53:45.8', 36.17793649351467, 97.47409121067652, 129, 77, 68, 'Male', 62.485213289309556, 1.9133682433520536, 0.1018702617882862, 52, 17.067901718501844, 94.33333333333333, 'High Risk'),
(19322, 79, 19, '52:45.8', 36.16157089432103, 96.34527653976113, 135, 88, 45, 'Female', 73.19463681953634, 1.6217147129039153, 0.077154686, 47, 27.83109838301669, 103.66666666666667, 'Low Risk'),
(19323, 81, 15, '51:45.8', 36.078472967934644, 97.35038939723354, 121, 87, 22, 'Female', 95.31406957560762, 1.9310373580207187, 0.11692067751732067, 34, 25.56087174863778, 98.33333333333333, 'Low Risk'),
(19324, 72, 12, '50:45.8', 36.08897635266425, 97.36573283224459, 131, 83, 27, 'Male', 93.98652984809215, 1.6959134893375785, 0.069228987, 48, 32.678207475168676, 99, 'High Risk'),
(19325, 60, 17, '49:45.8', 36.707456032293145, 95.34495890948436, 124, 74, 19, 'Male', 74.43790586, 1.717000926449537, 0.053064758, 50, 25.249517749613357, 90.66666666666666, 'Low Risk'),
(19326, 77, 19, '48:45.8', 37.47115843355294, 95.73951984404304, 128, 73, 51, 'Female', 50.14767643028393, 1.5663351247464012, 0.11930599915308741, 55, 20.440025862771307, 91.33333333333333, 'Low Risk'),
(19327, 65, 16, '47:45.8', 37.29469962542725, 96.35659458431012, 114, 85, 76, 'Male', 85.21787163, 1.6950133750949004, 0.055000139084349954, 29, 29.660906798097173, 94.66666666666667, 'Low Risk'),
(19328, 69, 13, '46:45.8', 36.45567132393173, 98.68080959653261, 127, 87, 39, 'Female', 85.52713112733133, 1.5619717725198672, 0.12005763921181424, 40, 35.05561109481207, 100.33333333333333, 'High Risk'),
(19329, 96, 17, '45:45.8', 36.03968317596914, 96.13791215, 117, 73, 43, 'Female', 54.24875566689961, 1.6321400519895093, 0.10177052280669624, 44, 20.36455556, 87.66666666666667, 'High Risk'),
(19330, 70, 16, '44:45.8', 36.58421900057883, 98.79124981628976, 126, 87, 67, 'Female', 87.49446319, 1.9771908665720481, 0.11084034213575689, 39, 22.381200597773045, 100, 'Low Risk'),
(19331, 62, 19, '43:45.8', 36.854912691456164, 99.49374958195763, 123, 81, 35, 'Male', 84.16072396924343, 1.9912016698666835, 0.094360313, 42, 21.226528205405394, 95, 'Low Risk'),
(19332, 68, 19, '42:45.8', 36.86323460327639, 96.68902355552333, 128, 83, 37, 'Male', 62.60319292992681, 1.788980853920917, 0.069791395, 45, 19.560731807181565, 98, 'Low Risk'),
(19333, 91, 14, '41:45.8', 36.85528444089109, 95.79345042732538, 137, 76, 84, 'Male', 97.84054263022058, 1.5048359053434948, 0.1432123248538935, 61, 43.20565195299595, 96.33333333333333, 'High Risk'),
(19334, 83, 18, '40:45.8', 37.33867214763547, 99.89684965, 138, 87, 81, 'Female', 60.09517392041637, 1.5768688194236908, 0.12638852578086462, 51, 24.168431441686728, 104, 'Low Risk'),
(19335, 62, 16, '39:45.8', 37.36228865, 95.93319939620275, 113, 75, 53, 'Male', 50.128659614081776, 1.5251848807618649, 0.093642906, 38, 21.549694082116147, 87.66666666666667, 'Low Risk'),
(19336, 62, 17, '38:45.8', 36.40964626258534, 96.51738002515715, 116, 82, 63, 'Female', 88.96242276546332, 1.8087895165184436, 0.077558011, 34, 27.191335429510627, 93.33333333333333, 'Low Risk'),
(19337, 85, 14, '37:45.8', 37.05326387940685, 98.12384981198977, 138, 73, 28, 'Female', 81.27139579917322, 1.6454636735363966, 0.10243121355739587, 65, 30.016573935742386, 94.66666666666666, 'High Risk'),
(19338, 89, 16, '36:45.8', 36.52099328403437, 95.66255255492007, 120, 77, 36, 'Male', 95.51441192, 1.873796630291911, 0.11233394645506777, 43, 27.203450825635056, 91.33333333333333, 'Low Risk'),
(19339, 99, 17, '35:45.8', 36.90038087422267, 99.49897286375729, 136, 72, 41, 'Female', 82.64034516582518, 1.5119250881992377, 0.11131187370425288, 64, 36.15193731457239, 93.33333333333333, 'High Risk'),
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(19343, 97, 18, '31:45.8', 36.53520337080562, 96.20618420161011, 116, 71, 55, 'Female', 58.296003600561306, 1.9339311695511565, 0.052914055209796286, 45, 15.586792619414279, 86, 'High Risk'),
(19344, 93, 15, '30:45.8', 36.05468491, 97.03919646588994, 117, 77, 33, 'Female', 75.05050801615808, 1.7411038512515555, 0.083500602, 40, 24.75735727278508, 90.33333333333333, 'High Risk'),
(19345, 96, 16, '29:45.8', 37.19110933959186, 96.12153867952708, 114, 78, 32, 'Male', 70.27990107778474, 1.8259632677040853, 0.094901876, 36, 21.078857509404973, 90, 'High Risk'),
(19346, 89, 15, '28:45.8', 36.36051536051701, 96.75488146324744, 138, 82, 38, 'Female', 80.87673527, 1.714729681325201, 0.10579473090243444, 56, 27.506306696116816, 100.66666666666666, 'Low Risk'),
(19347, 78, 16, '27:45.8', 36.07377927049794, 99.27894567328055, 114, 76, 64, 'Male', 87.15621359792965, 1.5635294483348205, 0.14024465387424406, 38, 35.652190940431204, 88.66666666666667, 'High Risk'),
(19348, 87, 17, '26:45.8', 37.34034085242214, 99.84505169092274, 129, 72, 78, 'Female', 90.17347138997711, 1.5243448808530944, 0.084069209, 57, 38.80720061151017, 91, 'High Risk'),
(19349, 92, 15, '25:45.8', 36.31251130783123, 97.74617287494013, 131, 86, 60, 'Female', 83.14573423050433, 1.5868242765512457, 0.091968157, 45, 33.02039778, 101, 'High Risk'),
(19350, 78, 18, '24:45.8', 36.50959895222385, 98.45366417, 138, 73, 65, 'Female', 95.56337515986442, 1.739090405, 0.071485823, 65, 31.597095450590857, 94.66666666666666, 'High Risk'),
(19351, 76, 16, '23:45.8', 36.195266049732716, 96.55132972131169, 127, 87, 69, 'Female', 56.118671681974725, 1.916972422, 0.11533615584167782, 40, 15.271287481096474, 100.33333333333333, 'High Risk'),
(19352, 60, 18, '22:45.8', 37.08479334490818, 96.85565250558344, 129, 86, 68, 'Male', 87.51292223177647, 1.9354682666048826, 0.1356178551073994, 43, 23.36146509749053, 100.33333333333333, 'Low Risk'),
(19353, 71, 15, '21:45.8', 36.24968184963415, 98.90477517211897, 136, 85, 42, 'Male', 56.04857699584498, 1.6025150359194258, 0.14397587915602125, 51, 21.82530717232509, 102, 'Low Risk'),
(19354, 91, 18, '20:45.8', 36.124101286044336, 96.41710362, 127, 75, 63, 'Male', 92.31799420558087, 1.7332973810610801, 0.089940359, 52, 30.728417747548573, 92.33333333333333, 'High Risk'),
(19355, 60, 15, '19:45.8', 37.04972652641179, 95.14443660246897, 132, 80, 26, 'Male', 95.44626321, 1.8518514590201347, 0.070791933, 52, 27.832142159472266, 97.33333333333333, 'Low Risk'),
(19356, 67, 16, '18:45.8', 36.01320524002597, 97.68889773491384, 110, 72, 71, 'Female', 94.67839720249486, 1.9120388256755816, 0.054933403, 38, 25.89747864751173, 84.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(19358, 62, 17, '16:45.8', 37.06630790240315, 95.59172679546835, 122, 72, 39, 'Male', 68.85719699621262, 1.614409774263539, 0.14250203908068965, 50, 26.41932899614348, 88.66666666666666, 'Low Risk'),
(19359, 86, 16, '15:45.8', 36.80040782041365, 96.79405818136698, 125, 80, 83, 'Female', 69.32815176973592, 1.8181149635425495, 0.13223957212056364, 45, 20.97330826124232, 95, 'Low Risk'),
(19360, 99, 16, '14:45.8', 36.2634375, 95.82688537362901, 128, 85, 41, 'Female', 91.59553727103687, 1.8266256629072162, 0.11553898160994132, 43, 27.45207676264541, 99.33333333333333, 'High Risk'),
(19361, 89, 19, '13:45.8', 37.249201549065454, 98.43883875089767, 130, 70, 35, 'Male', 98.83681376398138, 1.840683236, 0.05513848, 60, 29.171625017192657, 90, 'Low Risk'),
(19362, 78, 17, '12:45.8', 37.26326357241936, 96.91400758461133, 120, 72, 89, 'Male', 63.883043869859414, 1.5870440284588907, 0.1423390611972345, 48, 25.36341048, 88, 'Low Risk'),
(19363, 85, 15, '11:45.8', 36.29157316201817, 99.88504996568469, 116, 72, 20, 'Female', 92.89378047604673, 1.895680184773432, 0.12242682189895729, 44, 25.849758889356217, 86.66666666666667, 'Low Risk'),
(19364, 62, 16, '10:45.8', 36.47706310982965, 97.82612000035265, 136, 74, 19, 'Male', 65.43547323918675, 1.5793803802221875, 0.10353061608938807, 62, 26.232505357258937, 94.66666666666666, 'Low Risk'),
(19365, 74, 17, '09:45.8', 37.49160183017826, 96.48412461403467, 138, 73, 87, 'Male', 90.18849501724574, 1.6763862114011305, 0.095448755, 65, 32.09245788, 94.66666666666666, 'High Risk'),
(19366, 62, 13, '08:45.8', 36.37690951, 98.02801602, 137, 70, 19, 'Female', 50.49355910047318, 1.7721569343868273, 0.088615129, 67, 16.07798527748209, 92.33333333333333, 'High Risk'),
(19367, 94, 15, '07:45.8', 37.302989754912545, 97.44178143413427, 138, 71, 36, 'Female', 84.48919333677652, 1.5588293939660331, 0.076128418, 67, 34.769943967065316, 93.33333333333333, 'High Risk'),
(19368, 79, 17, '06:45.8', 37.16287545465329, 99.75630871, 118, 74, 47, 'Male', 67.56246873784244, 1.7771312780746662, 0.057815916, 44, 21.392743747775476, 88.66666666666667, 'Low Risk'),
(19369, 69, 14, '05:45.8', 36.82494833886877, 97.07827873114151, 117, 76, 59, 'Male', 69.37393923102672, 1.9532456572485666, 0.097300213, 41, 18.183715203408834, 89.66666666666667, 'High Risk'),
(19370, 72, 18, '04:45.8', 36.47725021653639, 97.41400543561858, 125, 83, 84, 'Male', 82.05191474851213, 1.568057365932496, 0.13842091983999694, 42, 33.37066232, 97, 'High Risk'),
(19371, 61, 16, '03:45.8', 36.287757993977664, 98.24773877182295, 127, 75, 81, 'Female', 57.914256596225165, 1.8996823076989806, 0.085296364, 52, 16.04809660169382, 92.33333333333333, 'High Risk'),
(19372, 86, 13, '02:45.8', 36.97242891405562, 99.85630518510385, 135, 73, 68, 'Male', 67.27971853, 1.7899152256201347, 0.10854471750537263, 62, 20.999997416046213, 93.66666666666666, 'Low Risk'),
(19373, 60, 17, '01:45.8', 36.750287987651255, 96.96796830413219, 116, 78, 57, 'Male', 65.50200191806391, 1.7940221774079756, 0.14076759267649175, 38, 20.35161876080806, 90.66666666666667, 'Low Risk'),
(19374, 85, 13, '00:45.8', 37.33366988156334, 97.88273384219472, 134, 80, 80, 'Female', 68.09383186684329, 1.9009498296188132, 0.11662065042549635, 54, 18.843712261928104, 98, 'Low Risk'),
(19375, 64, 16, '59:45.8', 37.28999713262016, 95.01735185, 112, 87, 25, 'Female', 68.23698733805651, 1.7937331293347158, 0.1499976398739682, 25, 21.20821833157487, 95.33333333333333, 'Low Risk'),
(19376, 77, 13, '58:45.8', 37.49185520849084, 99.71927791194338, 115, 87, 76, 'Male', 59.34928488660087, 1.9318026256299776, 0.1322626246913174, 28, 15.90340014632886, 96.33333333333333, 'High Risk'),
(19377, 66, 19, '57:45.8', 36.398122311717735, 99.76504497323808, 130, 80, 71, 'Male', 53.92461599309102, 1.9076006968584034, 0.13533129522110915, 50, 14.81876859446553, 96.66666666666666, 'High Risk'),
(19378, 67, 16, '56:45.8', 36.76497977476743, 95.75079281551798, 124, 76, 77, 'Male', 66.23214264458262, 1.9132191453153922, 0.14277272251822404, 48, 18.094199260805365, 92, 'High Risk'),
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(19555, 87, 14, '59:45.8', 36.38976588, 98.56972912674588, 126, 73, 27, 'Female', 64.12959647, 1.516611451860703, 0.14596003240353422, 53, 27.881096218655536, 90.66666666666666, 'Low Risk'),
(19556, 93, 15, '58:45.8', 36.55442784297579, 97.54088237700473, 122, 86, 34, 'Female', 83.59849250445718, 1.9157010536720611, 0.098956065, 36, 22.77943614387753, 98, 'High Risk'),
(19557, 89, 15, '57:45.8', 36.569576924565695, 96.98669881770878, 120, 86, 82, 'Male', 59.671733680779084, 1.7245904082002785, 0.1236406842732238, 34, 20.06303927052156, 97.33333333333333, 'Low Risk'),
(19558, 79, 17, '56:45.8', 37.39530864844267, 99.71842082693439, 135, 85, 38, 'Male', 50.29577482259156, 1.6653095022862594, 0.089310941, 50, 18.136003155453718, 101.66666666666666, 'High Risk'),
(19559, 92, 13, '55:45.8', 37.09884608906723, 98.98619693650785, 133, 78, 76, 'Male', 95.84872098411489, 1.5884710734453993, 0.13902386326775978, 55, 37.986361838088584, 96.33333333333333, 'High Risk'),
(19560, 73, 17, '54:45.8', 36.36179128804034, 95.21922762015078, 137, 78, 31, 'Male', 65.58725828776062, 1.658436763109084, 0.093121191, 59, 23.846335178368182, 97.66666666666666, 'Low Risk'),
(19561, 90, 19, '53:45.8', 36.20501794171946, 96.55080016, 133, 89, 86, 'Female', 85.65601623223736, 1.935100049917242, 0.10186193034858482, 44, 22.874469126408975, 103.66666666666667, 'Low Risk'),
(19562, 68, 12, '52:45.8', 37.217309117533205, 96.81839908514885, 124, 84, 44, 'Male', 58.458662970521516, 1.6132921450974984, 0.054261895, 40, 22.460676855678827, 97.33333333333333, 'Low Risk'),
(19563, 67, 14, '51:45.8', 37.07141654803454, 98.36032666461466, 128, 82, 27, 'Female', 55.56934676905306, 1.5282214355458947, 0.088075157, 46, 23.793740325037138, 97.33333333333333, 'Low Risk'),
(19564, 62, 16, '50:45.8', 36.33209629624308, 98.64327289318322, 123, 76, 77, 'Male', 56.54541168593151, 1.5333183283634315, 0.10937690585665569, 47, 24.050976631759408, 91.66666666666667, 'Low Risk'),
(19565, 87, 19, '49:45.8', 36.596549397152096, 98.82905012759333, 127, 81, 76, 'Female', 97.85328103606282, 1.6359366976295833, 0.082632136, 46, 36.56304886092101, 96.33333333333333, 'High Risk'),
(19566, 83, 13, '48:45.8', 36.74662815545908, 97.13208106786782, 116, 72, 67, 'Female', 57.32620918663552, 1.9038774704648411, 0.12625688431165974, 44, 15.815219896333662, 86.66666666666667, 'High Risk'),
(19567, 84, 12, '47:45.8', 37.306878880341024, 98.09649042200758, 132, 88, 44, 'Female', 68.86600178277212, 1.6364789303948166, 0.079705479, 44, 25.714852240249066, 102.66666666666667, 'Low Risk'),
(19568, 90, 19, '46:45.8', 36.20326243, 99.31558582866028, 129, 70, 39, 'Male', 82.28948477, 1.775854467563306, 0.080924905, 59, 26.093335525767955, 89.66666666666666, 'Low Risk'),
(19569, 88, 16, '45:45.8', 36.24907394138139, 98.87176693, 123, 75, 88, 'Female', 56.61555566813824, 1.818005829515661, 0.10768547503106528, 48, 17.12952149092777, 91, 'High Risk'),
(19570, 64, 18, '44:45.8', 37.11245303937786, 99.37478256441852, 122, 70, 20, 'Female', 54.45087604829152, 1.6505893934105886, 0.096091524, 52, 19.98604087816992, 87.33333333333333, 'Low Risk'),
(19571, 96, 17, '43:45.8', 37.40351340525523, 97.24910457, 124, 84, 81, 'Female', 50.15660474596267, 1.5757045934647242, 0.14970484006968365, 40, 20.201263242576957, 97.33333333333333, 'High Risk'),
(19572, 99, 13, '42:45.8', 36.78713542421152, 95.70165602866402, 113, 86, 56, 'Male', 77.74126230849204, 1.5390280380837438, 0.078621839, 27, 32.82150749201433, 95, 'High Risk'),
(19573, 88, 15, '41:45.8', 36.90494946089074, 98.38149542806127, 119, 73, 73, 'Male', 67.13295136, 1.860974426704996, 0.056041071, 46, 19.384514586763835, 88.33333333333333, 'Low Risk'),
(19574, 87, 18, '40:45.8', 36.16313685363199, 98.84756420723807, 133, 82, 64, 'Female', 72.99809778346122, 1.519926886776981, 0.1406047538668484, 51, 31.59847681122574, 99, 'High Risk'),
(19575, 85, 19, '39:45.8', 37.49950487832572, 98.84520975456059, 113, 87, 25, 'Male', 83.57840848168439, 1.614094399636998, 0.056776484, 26, 32.08013857638017, 95.66666666666667, 'High Risk'),
(19576, 62, 19, '38:45.8', 37.45429293476278, 95.39610118609683, 117, 88, 55, 'Female', 91.93473317406435, 1.902892818721861, 0.074231916, 29, 25.389313936813693, 97.66666666666667, 'Low Risk'),
(19577, 85, 12, '37:45.8', 36.54601548604407, 98.34836569, 114, 73, 65, 'Female', 64.84748705774271, 1.845065938491354, 0.088549296, 41, 19.04887659020723, 86.66666666666667, 'Low Risk'),
(19578, 79, 14, '36:45.8', 37.20488439108065, 98.13972497764972, 125, 89, 20, 'Male', 53.96596567769462, 1.6546527848979924, 0.053015825815866724, 36, 19.71088860839933, 101, 'Low Risk'),
(19579, 69, 18, '35:45.8', 37.38105023987738, 96.29984144136542, 134, 78, 59, 'Female', 77.10287303, 1.9754443416175353, 0.14542964507049086, 56, 19.757908297307488, 96.66666666666666, 'Low Risk'),
(19580, 77, 13, '34:45.8', 36.170984089595336, 96.20474008026824, 132, 79, 62, 'Female', 53.98612411619023, 1.6051656108703616, 0.077304204, 53, 20.95281870123133, 96.66666666666666, 'Low Risk'),
(19581, 76, 19, '33:45.8', 36.378524980550935, 96.63539224699937, 112, 89, 57, 'Male', 89.72509695899015, 1.9200825401356982, 0.099677927, 23, 24.33739772, 96.66666666666667, 'Low Risk'),
(19582, 85, 14, '32:45.8', 36.164784129119155, 98.05874514421775, 110, 88, 38, 'Male', 68.08607753455416, 1.9158527066815603, 0.13311016345781457, 22, 18.549580021224934, 95.33333333333333, 'Low Risk'),
(19583, 78, 14, '31:45.8', 36.691360025817204, 97.14280561266044, 113, 77, 84, 'Female', 56.33650286845972, 1.906235176384172, 0.053201718584430784, 36, 15.503756021989094, 89, 'High Risk'),
(19584, 66, 19, '30:45.8', 36.022830087705096, 95.43771656389134, 127, 81, 76, 'Female', 68.33021402941102, 1.7290358412880424, 0.093910101, 46, 22.856240085197157, 96.33333333333333, 'Low Risk'),
(19585, 73, 17, '29:45.8', 36.291190638625544, 97.08058779487583, 138, 81, 43, 'Female', 65.21841054, 1.705621487277119, 0.086732774, 57, 22.41841441900472, 100, 'Low Risk'),
(19586, 60, 17, '28:45.8', 37.25374113362275, 95.17252695315472, 118, 88, 74, 'Male', 55.05201627032203, 1.631429568172709, 0.1319553037660452, 30, 20.68409725, 98, 'Low Risk'),
(19587, 92, 18, '27:45.8', 36.08175545848965, 95.04346262103785, 133, 77, 56, 'Male', 87.98127907878165, 1.5771879263394826, 0.14628323249634423, 56, 35.3690491, 95.66666666666666, 'High Risk'),
(19588, 97, 16, '26:45.8', 36.94513422921103, 99.12280853826125, 136, 84, 27, 'Male', 56.79403967835551, 1.9576192082164159, 0.093714228, 52, 14.819935898688126, 101.33333333333333, 'High Risk'),
(19589, 82, 15, '25:45.8', 37.16301874139332, 98.40772001550923, 125, 75, 85, 'Female', 97.77058395653486, 1.6286673059799681, 0.11576022792775754, 50, 36.85899184138618, 91.66666666666666, 'High Risk'),
(19590, 99, 15, '24:45.8', 36.38383508362793, 96.59188316108953, 111, 80, 87, 'Male', 90.49249550505156, 1.64357817, 0.1427273079414148, 31, 33.49899949776193, 90.33333333333333, 'High Risk'),
(19591, 64, 18, '23:45.8', 36.96302907692162, 96.51773944, 113, 76, 47, 'Male', 74.90230729958353, 1.7344317220741925, 0.050955990111619866, 37, 24.89893548728457, 88.33333333333333, 'Low Risk'),
(19592, 62, 17, '22:45.8', 36.773923269998235, 99.35848962863301, 128, 71, 67, 'Male', 84.87310066144116, 1.9630969273836196, 0.098780664, 57, 22.02351233303729, 90, 'Low Risk'),
(19593, 69, 17, '21:45.8', 36.42003648355237, 97.02615916086008, 116, 84, 64, 'Female', 88.44319076353872, 1.6986406516711992, 0.079015726, 32, 30.652180585163855, 94.66666666666667, 'High Risk'),
(19594, 72, 16, '20:45.8', 36.55773660585139, 95.68667449076409, 119, 71, 34, 'Male', 62.47922621372771, 1.892628150081289, 0.13125248724759978, 48, 17.442352203242418, 87, 'High Risk'),
(19595, 88, 12, '19:45.8', 36.10014796109906, 98.24788017526743, 113, 88, 84, 'Male', 94.33579803076647, 1.6929343380172122, 0.087133662, 25, 32.91518495791267, 96.33333333333333, 'High Risk'),
(19596, 97, 19, '18:45.8', 36.69498971163081, 98.17247974, 118, 77, 77, 'Male', 56.55690737056058, 1.6792139712231615, 0.11606453976097607, 41, 20.057351041474384, 90.66666666666667, 'High Risk'),
(19597, 63, 17, '17:45.8', 36.96939385649997, 99.42198333951602, 130, 78, 20, 'Male', 74.45111079528705, 1.7029724896635383, 0.10845513936770688, 52, 25.671776146674674, 95.33333333333333, 'Low Risk'),
(19598, 78, 17, '16:45.8', 37.190771194862066, 97.81421267300982, 110, 85, 55, 'Male', 53.880113534969844, 1.8912503437237245, 0.071675412, 25, 15.063658527664094, 93.33333333333333, 'High Risk'),
(19599, 79, 18, '15:45.8', 37.34959328605709, 98.54256439234345, 129, 81, 68, 'Male', 64.76094195446115, 1.5482723055944827, 0.09144775, 48, 27.015839404530873, 97, 'Low Risk'),
(19600, 89, 19, '14:45.8', 36.38411487, 95.52090570294396, 137, 80, 49, 'Male', 73.96536659792187, 1.6491677900291033, 0.11418696011482024, 57, 27.19560509100037, 99, 'Low Risk'),
(19601, 61, 15, '13:45.8', 37.22204027029213, 96.71082225530303, 132, 88, 45, 'Female', 53.7923755, 1.9899986824401847, 0.095852188, 44, 13.583608174079266, 102.66666666666667, 'High Risk'),
(19602, 69, 15, '12:45.8', 37.13600056839941, 98.04695068667303, 113, 72, 78, 'Female', 58.914663476081834, 1.8306373223800916, 0.074993511, 41, 17.579996189164685, 85.66666666666667, 'High Risk'),
(19603, 75, 17, '11:45.8', 36.00228145924576, 99.04964764846633, 129, 76, 21, 'Female', 99.96990276197911, 1.531227435979088, 0.080291688, 53, 42.63731672444053, 93.66666666666666, 'High Risk'),
(19604, 72, 19, '10:45.8', 36.00161612803073, 97.81551031140975, 132, 83, 49, 'Female', 76.46230991725719, 1.6660825135230057, 0.14070999696621272, 49, 27.5457373, 99.33333333333333, 'Low Risk'),
(19605, 61, 15, '09:45.8', 36.28932831761424, 98.12542240944553, 111, 73, 60, 'Female', 85.83619966434404, 1.887969508899971, 0.14513370444043489, 38, 24.081333329499664, 85.66666666666667, 'Low Risk'),
(19606, 99, 18, '08:45.8', 36.501220702271084, 97.93593684137218, 114, 79, 56, 'Female', 86.2909619, 1.8188646488573021, 0.1058320071999655, 35, 26.083420679800724, 90.66666666666667, 'High Risk'),
(19607, 80, 14, '07:45.8', 36.53165122346298, 99.60674853534333, 113, 78, 47, 'Male', 51.968089011327585, 1.9901703299201965, 0.10981684636218955, 35, 13.120677243482167, 89.66666666666667, 'High Risk'),
(19608, 76, 18, '06:45.8', 36.31582798412268, 99.34323477447239, 124, 82, 56, 'Male', 73.75285089, 1.5140592997528668, 0.06701686, 42, 32.173109883101716, 96, 'High Risk'),
(19609, 98, 19, '05:45.8', 36.070051106510206, 96.2375535, 132, 71, 40, 'Female', 88.36247751320792, 1.7126019144787057, 0.11760509271591149, 61, 30.126940782106885, 91.33333333333333, 'High Risk'),
(19610, 66, 15, '04:45.8', 36.63436229372306, 95.19489711242664, 131, 89, 64, 'Female', 96.32638710639274, 1.600592134298875, 0.08724367, 42, 37.59965975349795, 103, 'High Risk'),
(19611, 76, 12, '03:45.8', 36.90404320349303, 98.20114928274182, 128, 76, 19, 'Male', 59.520775712451474, 1.9666779616766203, 0.10969508860113092, 52, 15.388705208931768, 93.33333333333333, 'High Risk'),
(19612, 76, 14, '02:45.8', 36.46374904459291, 99.83579208948541, 132, 72, 67, 'Female', 76.17628347388546, 1.7321353975565106, 0.12905271618690028, 60, 25.389614472106636, 92, 'Low Risk'),
(19613, 93, 18, '01:45.8', 36.20279130972415, 98.68070543067458, 128, 73, 18, 'Male', 71.99676745041351, 1.8573590998783858, 0.059390757, 55, 20.86994198877105, 91.33333333333333, 'High Risk'),
(19614, 66, 17, '00:45.8', 36.38283809920706, 97.78406957324736, 130, 74, 39, 'Female', 83.1969407, 1.9351686033749727, 0.055829560930314576, 56, 22.216198041425724, 92.66666666666666, 'Low Risk'),
(19615, 86, 16, '59:45.8', 36.97173943751211, 96.43366711928866, 116, 83, 47, 'Female', 90.89689123800551, 1.831406837, 0.11107694830597407, 33, 27.10062880032083, 94, 'Low Risk'),
(19616, 84, 17, '58:45.8', 36.15330116050181, 99.6103998, 134, 87, 31, 'Female', 68.37805379711209, 1.9302390129716798, 0.14802891758247022, 47, 18.352471459836618, 102.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(19617, 86, 14, '57:45.8', 36.56803410213949, 97.81208441080456, 118, 76, 85, 'Female', 92.77407093, 1.5762936601262219, 0.12490947995777554, 42, 37.338112184620314, 90, 'High Risk'),
(19618, 85, 12, '56:45.8', 37.26688079753919, 95.57920467246493, 127, 76, 83, 'Female', 66.16786481238728, 1.8156380296759396, 0.050190015, 51, 20.071904363869347, 93, 'Low Risk'),
(19619, 77, 14, '55:45.8', 36.44998955189153, 99.78331987, 115, 82, 25, 'Male', 51.70958990041629, 1.6278882806726356, 0.12508902483141537, 33, 19.51290365253232, 93, 'Low Risk'),
(19620, 63, 12, '54:45.8', 36.986526293549346, 98.86132569544434, 127, 78, 56, 'Male', 88.90753188384161, 1.9588417549116839, 0.083971688, 49, 23.170737030822963, 94.33333333333333, 'Low Risk'),
(19621, 90, 18, '53:45.8', 37.48923339155597, 98.30803452169062, 119, 89, 45, 'Male', 76.42601585566595, 1.911512218757022, 0.092118544, 30, 20.916406, 99, 'Low Risk'),
(19622, 71, 17, '52:45.8', 36.01042697996525, 95.97522747601003, 118, 76, 57, 'Male', 90.17128283752952, 1.6907875982504463, 0.12153147176942156, 42, 31.542066349860733, 90, 'High Risk'),
(19623, 80, 14, '51:45.8', 36.194430710748165, 96.31918288667187, 125, 76, 44, 'Male', 86.71421518419885, 1.6135666185153954, 0.130836913, 49, 33.30554131242935, 92.33333333333333, 'High Risk'),
(19624, 97, 13, '50:45.8', 36.05205164680446, 99.49720936114106, 111, 82, 69, 'Female', 62.89077156725104, 1.6358508876968867, 0.13538871509260333, 29, 23.501711724230557, 91.66666666666667, 'High Risk'),
(19625, 99, 17, '49:45.8', 36.02877976865483, 98.09626775222962, 133, 84, 75, 'Female', 90.69695354597653, 1.525318615497107, 0.083418586, 49, 38.982667935777926, 100.33333333333333, 'High Risk'),
(19626, 77, 16, '48:45.8', 37.101977516928685, 98.95672619032824, 117, 78, 32, 'Male', 94.35281703489767, 1.9161298723464715, 0.13623367678859705, 39, 25.698335108383574, 91, 'Low Risk'),
(19627, 98, 17, '47:45.8', 36.74748713238688, 98.29808629959223, 138, 88, 76, 'Female', 51.12716925824937, 1.6136073892138054, 0.11595618633611217, 50, 19.636134581341906, 104.66666666666666, 'High Risk'),
(19628, 83, 16, '46:45.8', 36.32381142451315, 99.54863498, 115, 70, 45, 'Female', 80.92217868061836, 1.8332773208367314, 0.083144529, 45, 24.077491324923386, 85, 'Low Risk'),
(19629, 86, 14, '45:45.8', 37.1024902, 99.73493860193733, 132, 80, 42, 'Female', 83.26888198, 1.663851199833442, 0.089859894, 52, 30.07833314, 97.33333333333333, 'High Risk'),
(19630, 67, 16, '44:45.8', 36.96594809714664, 99.78652187618952, 125, 80, 46, 'Female', 95.51990701389465, 1.9321747128340834, 0.12542359812508003, 45, 25.585923849164125, 95, 'Low Risk'),
(19631, 60, 19, '43:45.8', 36.43112860046038, 99.50953316993667, 135, 89, 77, 'Male', 75.16702725252648, 1.864017702960194, 0.078652051, 46, 21.63352598644963, 104.33333333333333, 'Low Risk'),
(19632, 73, 14, '42:45.8', 37.23948489545274, 97.42256603392828, 129, 72, 50, 'Male', 89.62498306013549, 1.764486579, 0.079780028, 57, 28.78673221879986, 91, 'Low Risk'),
(19633, 72, 14, '41:45.8', 36.67788609781708, 96.98130779956631, 121, 78, 44, 'Female', 54.131018878135926, 1.704300588553539, 0.11926906187926363, 43, 18.636047713993403, 92.33333333333333, 'Low Risk'),
(19634, 81, 15, '40:45.8', 36.500064576919726, 97.60395844, 122, 70, 78, 'Male', 97.58195267384038, 1.7117358314955746, 0.13449110687509946, 52, 33.30397108343217, 87.33333333333333, 'High Risk'),
(19635, 96, 17, '39:45.8', 36.95688212342388, 96.79802862116753, 134, 75, 23, 'Female', 91.79554384928872, 1.8535948244022908, 0.12652986274225853, 59, 26.71726406, 94.66666666666666, 'High Risk'),
(19636, 84, 14, '38:45.8', 36.514100893386974, 96.77413934137346, 123, 86, 50, 'Male', 54.08554338260924, 1.8482695658223491, 0.1209556416112606, 37, 15.83253922322317, 98.33333333333333, 'High Risk'),
(19637, 64, 13, '37:45.8', 36.301573784637355, 96.44381596985964, 118, 82, 82, 'Male', 97.60191517122082, 1.8971457854879656, 0.054966538, 36, 27.117954570553913, 94, 'Low Risk'),
(19638, 96, 18, '36:45.8', 36.47099150273189, 97.4037669, 110, 81, 73, 'Male', 72.82700974305158, 1.5160199434167105, 0.053888815, 29, 31.68711129668629, 90.66666666666667, 'High Risk'),
(19639, 86, 12, '35:45.8', 36.99701222388384, 95.32829903561968, 111, 86, 53, 'Female', 86.43284648669122, 1.6400301801031743, 0.099233101, 25, 32.13476554627139, 94.33333333333333, 'High Risk'),
(19640, 93, 14, '34:45.8', 36.834066791867606, 95.12957745744784, 128, 89, 50, 'Male', 98.15927468132428, 1.848077059042291, 0.12288348827478517, 39, 28.740292823155894, 102, 'High Risk'),
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(19722, 80, 12, '12:45.8', 37.469009297083154, 95.86422947953788, 138, 84, 68, 'Male', 72.59624928831767, 1.882359783516692, 0.051837283, 54, 20.488440936075538, 102, 'Low Risk'),
(19723, 99, 13, '11:45.8', 36.427746328179815, 99.04700857525478, 118, 82, 60, 'Female', 69.44792571926318, 1.5498007196024741, 0.12426508772496682, 36, 28.913959094828765, 94, 'High Risk'),
(19724, 98, 15, '10:45.8', 36.31758990185283, 99.44412385287288, 115, 78, 53, 'Male', 91.60540453627198, 1.5496651914951431, 0.073568676, 37, 38.14567821123031, 90.33333333333333, 'High Risk'),
(19725, 62, 19, '09:45.8', 36.36995137648742, 97.00802471331049, 129, 73, 29, 'Female', 59.840706077481016, 1.8149650224610079, 0.12464691334816085, 56, 18.166036797453568, 91.66666666666666, 'High Risk'),
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(19727, 86, 13, '07:45.8', 36.47168199460656, 97.46026231772208, 137, 78, 85, 'Male', 56.51848396056605, 1.6741174837484778, 0.087721504, 59, 20.165947857109934, 97.66666666666666, 'Low Risk'),
(19728, 95, 12, '06:45.8', 36.280787751154946, 98.98420041679508, 129, 83, 89, 'Male', 80.11753472365265, 1.593175045221746, 0.126239536, 46, 31.56462156665966, 98.33333333333333, 'High Risk'),
(19729, 99, 17, '05:45.8', 37.08144858917892, 97.07837656978575, 114, 83, 19, 'Female', 72.62729558437398, 1.9906684118547786, 0.14802488521488327, 31, 18.327449121179306, 93.33333333333333, 'High Risk'),
(19730, 79, 16, '04:45.8', 37.393459152042816, 96.50968774713313, 121, 71, 22, 'Male', 59.19816504213012, 1.515239554413085, 0.092494382, 50, 25.783724231643095, 87.66666666666666, 'Low Risk'),
(19731, 95, 12, '03:45.8', 36.31484125471073, 95.41419828083792, 138, 73, 21, 'Female', 72.83675617809176, 1.7993173546433248, 0.098111616, 65, 22.497541335122424, 94.66666666666666, 'High Risk'),
(19732, 72, 13, '02:45.8', 36.98110480790565, 97.68397553329868, 122, 85, 28, 'Female', 96.79429616596958, 1.681544245359369, 0.062872557, 37, 34.23207050989111, 97.33333333333333, 'High Risk'),
(19733, 61, 14, '01:45.8', 37.33431065720832, 96.45679663948438, 136, 71, 53, 'Male', 76.30717383388217, 1.5926728546163174, 0.081806296, 65, 30.082381383323963, 92.66666666666666, 'High Risk'),
(19734, 84, 19, '00:45.8', 36.58753003395377, 96.06416049157002, 133, 89, 42, 'Female', 51.94157345047276, 1.6186952951199254, 0.068443575, 44, 19.823708029476286, 103.66666666666667, 'Low Risk'),
(19735, 87, 13, '59:45.8', 36.72936370015215, 98.48131742899065, 123, 83, 64, 'Female', 87.15796899607133, 1.7360119956892708, 0.11518586673021015, 40, 28.920224366534153, 96.33333333333333, 'Low Risk'),
(19736, 60, 18, '58:45.8', 36.89748477048398, 95.60137399819234, 137, 79, 87, 'Female', 76.51066523904653, 1.5486589600082512, 0.068073097, 58, 31.90144821360623, 98.33333333333333, 'High Risk'),
(19737, 70, 15, '57:45.8', 36.013760918448305, 96.81247479522447, 122, 71, 39, 'Male', 51.33034037827534, 1.7805950584009245, 0.066566204, 51, 16.189886965332626, 88, 'High Risk'),
(19738, 95, 18, '56:45.8', 36.95645721532282, 95.05708121542442, 110, 84, 78, 'Female', 66.64562839283279, 1.523843572957508, 0.12845180123522262, 26, 28.700594441784414, 92.66666666666667, 'High Risk'),
(19739, 63, 17, '55:45.8', 37.01669752490903, 95.54708797977227, 129, 74, 79, 'Female', 73.65003355605849, 1.566577885067317, 0.1145606464176381, 55, 30.010205281078623, 92.33333333333333, 'High Risk'),
(19740, 85, 19, '54:45.8', 36.535619224984195, 97.621811, 121, 89, 33, 'Male', 80.43697612957305, 1.886300601474776, 0.065152833, 32, 22.606531254798256, 99.66666666666667, 'Low Risk'),
(19741, 87, 12, '53:45.8', 37.47069212328284, 95.15426968328305, 111, 72, 60, 'Male', 95.27794339, 1.810474393, 0.1487475443747677, 39, 29.067494627278727, 85, 'Low Risk'),
(19742, 85, 12, '52:45.8', 36.755005878636865, 97.24790903262397, 110, 79, 68, 'Male', 91.98041872173513, 1.798753418100766, 0.14239326520677764, 31, 28.428380382982155, 89.33333333333333, 'Low Risk'),
(19743, 71, 15, '51:45.8', 37.447571903027466, 96.15944345017175, 118, 84, 24, 'Male', 94.23584827, 1.741588614962962, 0.089003458, 34, 31.068836544596422, 95.33333333333333, 'High Risk'),
(19744, 76, 12, '50:45.8', 36.52579030229424, 98.47439963, 123, 82, 77, 'Female', 68.80593166785712, 1.7130318618171634, 0.078012329, 41, 23.44741651688349, 95.66666666666667, 'Low Risk'),
(19745, 82, 14, '49:45.8', 36.22687880262694, 96.75435492893263, 133, 75, 21, 'Female', 69.19822092825021, 1.7468092031460933, 0.10390224109200413, 58, 22.677960069388316, 94.33333333333333, 'Low Risk'),
(19746, 68, 13, '48:45.8', 36.388188791085774, 99.15898545, 131, 75, 46, 'Male', 77.10978466158421, 1.5423625168560926, 0.055915043, 56, 32.41429391513794, 93.66666666666666, 'High Risk'),
(19747, 94, 17, '47:45.8', 36.169149621023166, 95.41027265656307, 121, 88, 59, 'Female', 51.79266722129701, 1.788938430253165, 0.099509616, 33, 16.183687709152203, 99, 'High Risk'),
(19748, 80, 12, '46:45.8', 36.746399539773456, 96.04136727760013, 125, 81, 23, 'Female', 74.38763269415301, 1.7425694607543862, 0.10937753742114548, 44, 24.497430871805914, 95.66666666666667, 'Low Risk'),
(19749, 60, 12, '45:45.8', 36.50638484303255, 98.62171383, 135, 78, 54, 'Female', 97.67843761684497, 1.623243031822157, 0.1347049506089086, 57, 37.07077025842011, 97, 'High Risk'),
(19750, 89, 16, '44:45.8', 36.49388439671364, 97.76133737, 110, 70, 47, 'Female', 58.13273644067779, 1.757520385587111, 0.1012509970825562, 40, 18.82001756443088, 83.33333333333333, 'Low Risk'),
(19751, 91, 19, '43:45.8', 37.49307029468156, 96.09383273867743, 133, 81, 67, 'Male', 87.98908563964241, 1.9489973550645328, 0.089942696, 52, 23.16361325, 98.33333333333333, 'High Risk'),
(19752, 97, 13, '42:45.8', 36.44358516448647, 96.50262717, 132, 77, 87, 'Female', 88.06771715862214, 1.6354496246710568, 0.051281243, 55, 32.926259451648036, 95.33333333333333, 'High Risk'),
(19753, 87, 13, '41:45.8', 36.42175580863072, 97.33149961, 139, 87, 19, 'Female', 85.98915145558391, 1.6302472978436493, 0.051066703642072386, 52, 32.35464844422934, 104.33333333333333, 'High Risk'),
(19754, 98, 12, '40:45.8', 37.47378157018609, 99.06619480222442, 118, 88, 55, 'Male', 60.969321740201124, 1.6191423459140761, 0.13297835450577905, 30, 23.25633642870038, 98, 'High Risk'),
(19755, 71, 12, '39:45.8', 36.43687112227091, 99.35583871, 125, 87, 76, 'Male', 60.35809077129504, 1.704870153155353, 0.068072072, 38, 20.766001374029596, 99.66666666666667, 'Low Risk'),
(19756, 68, 16, '38:45.8', 37.28341109, 95.78223837131605, 120, 79, 75, 'Female', 52.08835071038641, 1.6110499306921053, 0.063865779, 41, 20.068855470792926, 92.66666666666667, 'Low Risk'),
(19757, 94, 12, '37:45.8', 37.11227215244525, 98.93884355, 127, 87, 48, 'Male', 94.62860303758421, 1.9447340539151228, 0.064132759, 40, 25.020846040018387, 100.33333333333333, 'High Risk'),
(19758, 68, 13, '36:45.8', 37.42085240869383, 96.91870411, 139, 89, 47, 'Female', 59.76840582533441, 1.566657547364678, 0.13947212796041958, 50, 24.351376854457136, 105.66666666666666, 'Low Risk'),
(19759, 89, 16, '35:45.8', 36.81988041008751, 96.74449853019244, 127, 79, 33, 'Male', 74.62431858655432, 1.7747567146372247, 0.064168894, 48, 23.692054476815525, 95, 'Low Risk'),
(19760, 95, 19, '34:45.8', 36.39164772797361, 97.64064013586534, 124, 83, 62, 'Male', 57.547039828812565, 1.8118364904084188, 0.055519637, 41, 17.53012385805203, 96.66666666666667, 'High Risk'),
(19761, 83, 14, '33:45.8', 36.95347287528139, 98.33100411147106, 122, 70, 40, 'Male', 52.94511424, 1.894791278372082, 0.077219871, 52, 14.746981507701497, 87.33333333333333, 'High Risk'),
(19762, 88, 13, '32:45.8', 36.27526022142632, 96.47994492564595, 131, 71, 88, 'Male', 65.77792044, 1.6250068235952009, 0.14698683030279547, 60, 24.90977250405733, 91, 'Low Risk'),
(19763, 96, 13, '31:45.8', 37.15591218788272, 96.51615025700016, 120, 84, 30, 'Female', 88.04032371258421, 1.867013047872163, 0.077626044, 36, 25.25730010725639, 96, 'High Risk'),
(19764, 81, 17, '30:45.8', 36.200826791801354, 96.55451184135207, 124, 80, 19, 'Male', 68.52426905, 1.554743258036034, 0.10069566429657698, 44, 28.348301766857833, 94.66666666666667, 'Low Risk'),
(19765, 83, 17, '29:45.8', 37.471452010678476, 95.04164234181695, 135, 80, 70, 'Male', 54.78957282763452, 1.9144864293790138, 0.084294818, 55, 14.948352481156087, 98.33333333333333, 'High Risk'),
(19766, 90, 14, '28:45.8', 36.78757174, 98.74192805, 116, 72, 58, 'Female', 51.83269114009755, 1.5457236446549185, 0.068894554, 44, 21.694021052993545, 86.66666666666667, 'Low Risk'),
(19767, 97, 13, '27:45.8', 36.08402555028446, 98.92267941016212, 130, 89, 52, 'Female', 96.82463344308414, 1.8634989071640227, 0.12369995305503602, 41, 27.882234580809293, 102.66666666666667, 'High Risk'),
(19768, 85, 17, '26:45.8', 36.20678822968141, 99.98760507348332, 129, 81, 38, 'Female', 91.05381738484154, 1.9104215148295227, 0.14227668194867255, 48, 24.948231036332743, 97, 'Low Risk'),
(19769, 64, 18, '25:45.8', 37.20279559648082, 99.79587098805862, 136, 78, 64, 'Male', 74.31167451927769, 1.5566979604123923, 0.069245585, 58, 30.66537887938384, 97.33333333333333, 'High Risk'),
(19770, 80, 15, '24:45.8', 37.09108037796487, 97.55247642745104, 110, 79, 59, 'Male', 59.67546696960638, 1.8117013381936595, 0.10417458262973182, 31, 18.181202999122483, 89.33333333333333, 'High Risk'),
(19771, 88, 12, '23:45.8', 37.02276686177994, 98.78761192, 115, 81, 56, 'Male', 77.69401102539447, 1.5215583753217468, 0.11005961011666074, 34, 33.55909998241169, 92.33333333333333, 'High Risk'),
(19772, 85, 18, '22:45.8', 37.449406991233595, 96.57268236094187, 119, 88, 88, 'Female', 74.41545949, 1.6888334692232438, 0.14444687198633355, 31, 26.09092721604411, 98.33333333333333, 'Low Risk'),
(19773, 64, 18, '21:45.8', 36.52724492112951, 98.05437652, 125, 85, 56, 'Male', 98.17982647198552, 1.800612295585385, 0.057807987322258496, 40, 30.281810497274936, 98.33333333333333, 'High Risk'),
(19774, 75, 13, '20:45.8', 36.66798006480374, 97.34833620873671, 133, 72, 67, 'Male', 87.61694564092903, 1.8234839095826252, 0.1375748445979547, 61, 26.350219576009366, 92.33333333333333, 'Low Risk'),
(19775, 62, 14, '19:45.8', 36.12527495636705, 96.09310091778833, 123, 86, 34, 'Male', 66.04890390856178, 1.6272111791423058, 0.083885553, 37, 24.944670771185116, 98.33333333333333, 'Low Risk'),
(19776, 67, 19, '18:45.8', 36.07332528, 98.64910004, 133, 79, 69, 'Female', 57.21007936016983, 1.7829226714756987, 0.14990094318267094, 54, 17.997307427814356, 97, 'High Risk'),
(19777, 62, 13, '17:45.8', 37.474546267653466, 97.54520881595477, 122, 79, 49, 'Male', 54.39411814765943, 1.9251144331759282, 0.13830402603403852, 43, 14.677052243525289, 93.33333333333333, 'High Risk'),
(19778, 91, 13, '16:45.8', 36.40150834566832, 99.24858887550165, 117, 75, 61, 'Male', 63.10531619698797, 1.723299594723549, 0.068498473, 42, 21.249287642131602, 89, 'High Risk'),
(19779, 86, 18, '15:45.8', 36.75421322847975, 98.86338900003076, 139, 87, 26, 'Male', 97.13447037424291, 1.7229937445088945, 0.11757079209291996, 52, 32.719448520634224, 104.33333333333333, 'High Risk'),
(19780, 66, 13, '14:45.8', 36.20419771152319, 98.94259279611752, 117, 74, 43, 'Male', 66.17516454096527, 1.7306007344103604, 0.054353717, 43, 22.09536919, 88.33333333333333, 'Low Risk'),
(19781, 62, 19, '13:45.8', 36.168093379368024, 95.52319961789642, 134, 70, 56, 'Male', 54.641097696977816, 1.7810751704292003, 0.14503705122046429, 64, 17.22482890866185, 91.33333333333333, 'High Risk'),
(19782, 85, 16, '12:45.8', 36.37086405703501, 98.41840973240721, 129, 71, 46, 'Male', 88.84484587105841, 1.6123180993817372, 0.11387780225893421, 58, 34.176751428156315, 90.33333333333333, 'High Risk'),
(19783, 98, 13, '11:45.8', 37.37125567674653, 97.68912313347343, 127, 87, 49, 'Male', 55.71655733795338, 1.547349215655825, 0.062683065, 40, 23.270600786917655, 100.33333333333333, 'High Risk'),
(19784, 75, 15, '10:45.8', 37.32144428059672, 98.21382763302036, 138, 71, 89, 'Male', 77.34654735378686, 1.7595004014037423, 0.12588705051652588, 67, 24.98401268, 93.33333333333333, 'Low Risk'),
(19785, 87, 16, '09:45.8', 36.23720620308089, 95.63718085190692, 130, 85, 80, 'Female', 65.14533778556195, 1.8530616997365432, 0.12121200866679832, 45, 18.971583452220866, 100, 'Low Risk'),
(19786, 87, 17, '08:45.8', 36.49656084359544, 96.00933448845939, 122, 74, 40, 'Male', 58.61924664424527, 1.991612791604453, 0.098446, 48, 14.778502138862901, 90, 'High Risk'),
(19787, 88, 13, '07:45.8', 36.681125873385895, 97.11121945314389, 123, 77, 75, 'Male', 69.71967233, 1.6594038573294076, 0.064351784, 46, 25.319268058569037, 92.33333333333333, 'Low Risk'),
(19788, 85, 17, '06:45.8', 36.74528802, 97.91184909904509, 129, 74, 86, 'Female', 65.58131126740268, 1.7249157477283108, 0.093119639, 55, 22.04166115287502, 92.33333333333333, 'Low Risk'),
(19789, 60, 12, '05:45.8', 37.25030732271074, 99.49457433761891, 123, 81, 73, 'Female', 78.45241050891468, 1.5217217740670808, 0.11691010918416773, 42, 33.87940560940831, 95, 'High Risk'),
(19790, 98, 12, '04:45.8', 36.57897071, 99.53772805, 120, 82, 76, 'Female', 62.240110184564585, 1.8756572180320696, 0.098022968, 38, 17.691449108016872, 94.66666666666667, 'High Risk'),
(19791, 71, 15, '03:45.8', 36.04486401963695, 96.29906906768849, 119, 70, 38, 'Female', 55.77090421815752, 1.7833604056317836, 0.12618531833057087, 49, 17.53595593458428, 86.33333333333333, 'High Risk'),
(19792, 81, 17, '02:45.8', 37.03250616, 97.00102808573068, 114, 87, 27, 'Female', 56.490655740813686, 1.9680119738879955, 0.088799539, 27, 14.585494005645396, 96, 'High Risk'),
(19793, 66, 15, '01:45.8', 36.20472359048141, 95.79770988795023, 134, 86, 24, 'Female', 52.17600886903247, 1.6268219889966913, 0.11424011307127682, 48, 19.714727902256655, 102, 'Low Risk'),
(19794, 85, 16, '00:45.8', 36.844584650986604, 95.13631687998799, 131, 74, 68, 'Female', 64.79539168406859, 1.9799228451393198, 0.062757816, 57, 16.529038301305146, 93, 'High Risk'),
(19795, 79, 13, '59:45.8', 36.686202242004825, 97.84892260678238, 139, 71, 59, 'Male', 93.83066174422353, 1.5504656730536057, 0.1303040488903565, 68, 39.03196972189292, 93.66666666666666, 'High Risk'),
(19796, 63, 14, '58:45.8', 37.34545969529563, 96.65200327393819, 111, 81, 66, 'Female', 61.84824260498925, 1.5751988993559196, 0.12408797183313049, 30, 24.926228073630412, 91, 'Low Risk'),
(19797, 92, 12, '57:45.8', 37.03111097471535, 98.07198753924419, 129, 70, 82, 'Female', 94.27429126, 1.9465345459011985, 0.083656199, 59, 24.881069519270664, 89.66666666666666, 'High Risk'),
(19798, 78, 16, '56:45.8', 36.05619460377039, 95.39855288386029, 117, 87, 36, 'Female', 77.64927425454754, 1.519868893740815, 0.1259490762792746, 30, 33.614383278712005, 97, 'High Risk'),
(19799, 89, 14, '55:45.8', 36.844257638113646, 97.88747412242519, 110, 80, 65, 'Female', 60.87180976742469, 1.8884368496691595, 0.10879602001646413, 30, 17.06912587692301, 90, 'High Risk'),
(19800, 60, 16, '54:45.8', 37.32926616369103, 98.19852503383392, 112, 88, 38, 'Male', 59.868130032654136, 1.9047278738757032, 0.063525786, 24, 16.501742982367354, 96, 'High Risk'),
(19801, 72, 12, '53:45.8', 36.38589162625246, 95.40343613667146, 127, 84, 82, 'Female', 82.50336317, 1.7076937326143604, 0.13487564353848996, 43, 28.29122049025985, 98.33333333333333, 'Low Risk'),
(19802, 95, 19, '52:45.8', 37.22428745724345, 99.52112103, 137, 73, 66, 'Female', 79.25027676081558, 1.8274846846105242, 0.1284573213754669, 64, 23.72975725208501, 94.33333333333333, 'High Risk'),
(19803, 71, 15, '51:45.8', 36.70690439890126, 99.15881813472873, 128, 81, 74, 'Male', 91.29224097078387, 1.7161095770397008, 0.0627832, 47, 30.99872547335905, 96.66666666666667, 'High Risk'),
(19804, 63, 18, '50:45.8', 36.246580082037575, 97.03762886762215, 123, 83, 36, 'Male', 92.30746301661449, 1.6781737230103728, 0.054869933, 40, 32.77653061826149, 96.33333333333333, 'High Risk'),
(19805, 89, 18, '49:45.8', 36.318381797237166, 95.02293766461612, 137, 78, 57, 'Female', 57.237438634184485, 1.9147834531800363, 0.088364588, 59, 15.61136433, 97.66666666666666, 'High Risk'),
(19806, 86, 12, '48:45.8', 37.15617107471244, 95.01560161035432, 128, 87, 72, 'Male', 81.37840553074466, 1.8723851963696332, 0.11525604815848979, 41, 23.21233227764351, 100.66666666666667, 'Low Risk'),
(19807, 68, 14, '47:45.8', 36.647336350419394, 98.90407304661859, 113, 88, 51, 'Female', 99.39913503796535, 1.6326686533907913, 0.12015836129168779, 25, 37.28949450628609, 96.33333333333333, 'High Risk'),
(19808, 61, 15, '46:45.8', 36.248191063886104, 95.99754308442218, 114, 82, 78, 'Male', 91.92413427743449, 1.8485194905057571, 0.10533767571345487, 32, 26.901808715568475, 92.66666666666667, 'Low Risk'),
(19809, 61, 13, '45:45.8', 36.14328751059113, 95.16943876922244, 112, 84, 26, 'Male', 88.07684860223128, 1.9145402603246677, 0.14901517673409725, 28, 24.028837491994686, 93.33333333333333, 'Low Risk'),
(19810, 66, 14, '44:45.8', 36.832461613003844, 95.24624317920413, 121, 75, 65, 'Female', 81.60765931724544, 1.786719350746139, 0.080937093, 46, 25.563377863748443, 90.33333333333333, 'Low Risk'),
(19811, 84, 19, '43:45.8', 36.79822986877806, 96.30303560103143, 119, 79, 44, 'Female', 91.15685081, 1.871543356900868, 0.096115337, 40, 26.024927480887353, 92.33333333333333, 'Low Risk'),
(19812, 75, 15, '42:45.8', 36.12587285155307, 97.00042264274944, 133, 80, 44, 'Female', 51.03597802567187, 1.5716772554411311, 0.063738941, 53, 20.66092233325296, 97.66666666666666, 'Low Risk'),
(19813, 70, 19, '41:45.8', 36.649816818258536, 95.55699968325457, 116, 78, 86, 'Female', 75.20261209, 1.889117172031949, 0.14258253121854314, 38, 21.072454953010926, 90.66666666666667, 'Low Risk'),
(19814, 78, 12, '40:45.8', 37.330345534073956, 98.89496577163588, 139, 83, 44, 'Male', 51.70978246179695, 1.6989851001928817, 0.099648612, 56, 17.914041267764777, 101.66666666666666, 'High Risk'),
(19815, 82, 12, '39:45.8', 36.75202269044643, 98.84616594219248, 123, 79, 43, 'Female', 61.33766514426176, 1.7858074275910432, 0.1060236708698453, 44, 19.233485320844014, 93.66666666666667, 'Low Risk'),
(19816, 69, 15, '38:45.8', 37.15615522748858, 96.17459749110871, 130, 73, 80, 'Female', 65.91074424922942, 1.7302937557644698, 0.11019679684539371, 57, 22.014890750053816, 92, 'Low Risk'),
(19817, 67, 14, '37:45.8', 37.40524952055457, 96.38083598166331, 127, 71, 76, 'Male', 81.14268880002209, 1.6379022245240036, 0.073546511, 56, 30.246383139536896, 89.66666666666666, 'High Risk'),
(19818, 61, 14, '36:45.8', 36.06514200681797, 95.86889121998209, 122, 85, 35, 'Female', 76.93944920908577, 1.7877410015932729, 0.14032973889287298, 37, 24.07353522, 97.33333333333333, 'Low Risk'),
(19819, 65, 16, '35:45.8', 37.14099870455665, 98.13785638, 115, 86, 51, 'Male', 53.297549922705684, 1.698245001099726, 0.10049181315533026, 29, 18.48019524541326, 95.66666666666667, 'High Risk'),
(19820, 69, 12, '34:45.8', 37.04772594931701, 98.60775669307733, 137, 88, 58, 'Male', 71.21910394051808, 1.6812979507266017, 0.094727718, 49, 25.19458086923779, 104.33333333333333, 'Low Risk'),
(19821, 65, 19, '33:45.8', 36.282000322200965, 99.91701167395355, 131, 86, 64, 'Male', 62.12425623113861, 1.8656307331135302, 0.07999352, 45, 17.84883305415017, 101, 'High Risk'),
(19822, 79, 19, '32:45.8', 36.43333855069222, 99.07356881985285, 117, 73, 55, 'Female', 78.00832879154493, 1.5300971330600786, 0.062659403, 44, 33.31984489477557, 87.66666666666667, 'High Risk'),
(19823, 88, 13, '31:45.8', 36.36596272052617, 99.25694792283147, 127, 87, 85, 'Male', 75.65566517760487, 1.9557571758584587, 0.1296123471919906, 40, 19.779330587891888, 100.33333333333333, 'Low Risk'),
(19824, 78, 17, '30:45.8', 37.42529769981051, 99.85780474810552, 135, 75, 76, 'Male', 62.71096213650721, 1.762415422402572, 0.072709286, 60, 20.18956188616052, 95, 'Low Risk'),
(19825, 71, 18, '29:45.8', 36.86243218654107, 95.51694849366336, 128, 84, 19, 'Male', 82.17614941568645, 1.9305325450257445, 0.056991395, 44, 22.049133785683907, 98.66666666666667, 'Low Risk'),
(19826, 66, 19, '28:45.8', 36.24452714, 98.07016660983989, 135, 87, 79, 'Female', 80.50093125318053, 1.9545279531308737, 0.070323255, 48, 21.072551915634193, 103, 'Low Risk'),
(19827, 79, 19, '27:45.8', 36.270697372153926, 96.72165427335577, 139, 89, 47, 'Male', 81.08313123263977, 1.946515226631675, 0.084372257, 50, 21.40005556830525, 105.66666666666666, 'Low Risk'),
(19828, 69, 16, '26:45.8', 37.48733679594479, 97.74277307134608, 129, 78, 67, 'Female', 86.93984447838787, 1.8357044275011885, 0.1278559348928599, 51, 25.799622309229505, 95, 'Low Risk'),
(19829, 93, 12, '25:45.8', 36.88469935542567, 98.35661528, 127, 87, 48, 'Female', 72.80956562099422, 1.5718854651764815, 0.14592278474738696, 40, 29.467727408789745, 100.33333333333333, 'High Risk'),
(19830, 80, 19, '24:45.8', 37.11828989842203, 99.18740297476921, 124, 76, 51, 'Female', 52.88564831293918, 1.5149663753213245, 0.095333909, 48, 23.04261932181746, 92, 'Low Risk'),
(19831, 94, 13, '23:45.8', 36.38355216815427, 96.65605527, 119, 70, 76, 'Female', 67.06809527129295, 1.9848633221837328, 0.094972225, 49, 17.02373144, 86.33333333333333, 'High Risk'),
(19832, 72, 13, '22:45.8', 36.88569341, 96.82074921879752, 135, 81, 36, 'Male', 62.52457668453174, 1.7068226270682558, 0.053543031290659585, 54, 21.462187114785923, 99, 'Low Risk'),
(19833, 69, 18, '21:45.8', 37.01293789952991, 99.57632875473475, 126, 71, 70, 'Female', 94.60881511666938, 1.843116104051954, 0.060712497812565575, 55, 27.85006517903044, 89.33333333333333, 'Low Risk'),
(19834, 88, 13, '20:45.8', 37.29235065837374, 99.40901257707615, 121, 73, 53, 'Female', 89.67165707503139, 1.674107027840293, 0.075686681, 48, 31.995489305885723, 89, 'High Risk'),
(19835, 63, 17, '19:45.8', 37.228669424233054, 99.56555246, 125, 78, 35, 'Female', 69.75202616929394, 1.6517024339878963, 0.10129019198752792, 47, 25.567791145535736, 93.66666666666667, 'Low Risk'),
(19836, 76, 15, '18:45.8', 36.398785181006865, 97.55837948079295, 137, 88, 85, 'Female', 53.98358278357915, 1.759264550333593, 0.10917689755412047, 49, 17.44212526591785, 104.33333333333333, 'High Risk'),
(19837, 73, 18, '17:45.8', 37.35023472045274, 97.32164046386124, 130, 78, 27, 'Male', 64.66038328, 1.594357185829892, 0.09105155, 52, 25.43706663088503, 95.33333333333333, 'Low Risk'),
(19838, 79, 13, '16:45.8', 36.907361152903256, 99.33386973023349, 131, 87, 27, 'Male', 58.96137250149284, 1.7763336241445136, 0.13912917203042074, 44, 18.686093225376677, 101.66666666666667, 'Low Risk'),
(19839, 93, 14, '15:45.8', 37.13876105611388, 95.76488196957892, 136, 82, 18, 'Male', 65.76097753059206, 1.5020575388900559, 0.14569221949065342, 54, 29.14708460314841, 100, 'High Risk'),
(19840, 76, 18, '14:45.8', 37.170131474340394, 98.11307081565161, 126, 81, 46, 'Female', 69.95398777, 1.809797606904314, 0.13682283201495954, 45, 21.357600444575688, 96, 'Low Risk'),
(19841, 62, 19, '13:45.8', 36.301601783040766, 98.77578182579505, 119, 72, 18, 'Female', 98.10877666515825, 1.7860425117708036, 0.097478943, 47, 30.755605157203554, 87.66666666666667, 'High Risk'),
(19842, 75, 18, '12:45.8', 36.89370822, 99.01493304, 116, 89, 41, 'Female', 84.03563889246121, 1.8858684413546831, 0.070116894, 27, 23.628748526849034, 98, 'Low Risk'),
(19843, 76, 14, '11:45.8', 36.60034461639105, 96.39689994929248, 128, 78, 25, 'Male', 84.84413883085494, 1.8818709454361642, 0.14013101057408134, 50, 23.957537225006185, 94.66666666666666, 'Low Risk'),
(19844, 71, 16, '10:45.8', 37.42699452799779, 99.03982559479665, 124, 75, 28, 'Male', 94.86803835599034, 1.8955943016318948, 0.11146721956425232, 49, 26.401532190927004, 91.33333333333333, 'Low Risk'),
(19845, 65, 13, '09:45.8', 36.43846691911696, 97.43458501, 137, 80, 46, 'Male', 77.32386846125772, 1.7925627861805749, 0.088306932, 57, 24.063833888730507, 99, 'Low Risk'),
(19846, 80, 14, '08:45.8', 37.09943970069337, 95.42643656629892, 138, 78, 23, 'Male', 59.89207882389526, 1.671524423660029, 0.12851370403042928, 60, 21.436009165104664, 98, 'Low Risk'),
(19847, 75, 12, '07:45.8', 37.135263720579275, 98.39890529031112, 119, 75, 18, 'Female', 92.93111053105491, 1.9852546009185312, 0.1117507812160477, 44, 23.579180370948574, 89.66666666666667, 'Low Risk'),
(19848, 73, 18, '06:45.8', 36.91059104846463, 95.61552548053744, 139, 77, 70, 'Male', 69.99853658285726, 1.6239110256146458, 0.099756236, 62, 26.543885763165562, 97.66666666666666, 'Low Risk'),
(19849, 87, 18, '05:45.8', 36.63605684257543, 97.80013642462963, 111, 75, 87, 'Female', 89.86976077379619, 1.5667292556281616, 0.14480728044539187, 36, 36.61218763436544, 87, 'High Risk'),
(19850, 82, 19, '04:45.8', 36.73326607872551, 98.96744629112733, 137, 87, 68, 'Female', 64.55438757674574, 1.6970249135348956, 0.066380063, 50, 22.415546371945787, 103.66666666666666, 'Low Risk'),
(19851, 82, 13, '03:45.8', 37.15501126346817, 98.21555644321505, 133, 86, 23, 'Female', 55.911028935365024, 1.807399249860539, 0.088544478, 47, 17.115488116735936, 101.66666666666667, 'High Risk'),
(19852, 67, 12, '02:45.8', 37.04683011367054, 99.83573839783534, 122, 88, 61, 'Female', 51.645750471432656, 1.7704167759012241, 0.084809575, 34, 16.477205579335745, 99.33333333333333, 'High Risk'),
(19853, 83, 15, '01:45.8', 36.013387187797335, 98.86065460179293, 122, 70, 40, 'Male', 71.85603462847527, 1.7520880654947408, 0.087278113, 52, 23.407303390482134, 87.33333333333333, 'Low Risk'),
(19854, 84, 15, '00:45.8', 37.033757930788894, 98.16104175128025, 111, 82, 19, 'Female', 96.21605428, 1.6934698338317384, 0.11684350016321209, 29, 33.55000685506369, 91.66666666666667, 'High Risk'),
(19855, 93, 13, '59:45.8', 36.54435818220813, 95.90708569, 122, 79, 48, 'Male', 50.838150958458186, 1.8389513402346298, 0.061815822, 43, 15.033125082027347, 93.33333333333333, 'High Risk'),
(19856, 82, 15, '58:45.8', 37.49146034154738, 95.28214520606997, 125, 75, 81, 'Female', 63.308771401803284, 1.7576893513113574, 0.10566517730139194, 50, 20.491777999118778, 91.66666666666666, 'Low Risk'),
(19857, 98, 19, '57:45.8', 36.78578710675166, 97.22210535756014, 114, 82, 47, 'Female', 79.92065126225297, 1.6604600578766173, 0.063168677, 32, 28.98692507085916, 92.66666666666667, 'High Risk'),
(19858, 64, 19, '56:45.8', 36.7674816, 97.91875707245602, 117, 70, 20, 'Male', 69.4655279, 1.6044066849460423, 0.1152179792460661, 47, 26.986117982688732, 85.66666666666667, 'Low Risk'),
(19859, 95, 13, '55:45.8', 36.58050961533069, 96.22697811624099, 120, 87, 24, 'Female', 54.473564393226226, 1.7602247422122876, 0.077518873, 33, 17.581241966367475, 98, 'High Risk'),
(19860, 97, 19, '54:45.8', 36.212067480705166, 98.27712277597021, 135, 85, 43, 'Male', 80.13270442941096, 1.9623221095965793, 0.099058638, 50, 20.80986227548823, 101.66666666666666, 'High Risk'),
(19861, 96, 17, '53:45.8', 36.05412830511961, 97.49726252572124, 118, 87, 29, 'Male', 76.92935861157832, 1.6934290543638704, 0.11395110761478923, 31, 26.82613452394275, 97.33333333333333, 'High Risk'),
(19862, 93, 12, '52:45.8', 36.79933187805157, 99.14231506306373, 126, 78, 21, 'Female', 79.62919509360826, 1.903674647941419, 0.087331778, 48, 21.97287440382826, 94, 'High Risk'),
(19863, 96, 17, '51:45.8', 36.57766290414133, 97.87194371994235, 130, 74, 19, 'Female', 87.94064626567132, 1.8210763603087512, 0.087283345, 56, 26.517546516708016, 92.66666666666666, 'High Risk'),
(19864, 81, 18, '50:45.8', 36.400074319808276, 95.96585958367474, 125, 86, 44, 'Male', 56.86042202982405, 1.819258111131627, 0.11348257515682442, 39, 17.179931940276823, 99, 'High Risk'),
(19865, 88, 13, '49:45.8', 36.933619779317674, 96.58959969336779, 119, 73, 50, 'Female', 98.80946157511681, 1.7327455968164487, 0.075642869, 46, 32.91007901124816, 88.33333333333333, 'High Risk'),
(19866, 86, 15, '48:45.8', 37.06549810750384, 95.14776560104552, 131, 81, 40, 'Female', 62.561404830461186, 1.659409194, 0.084062632, 50, 22.719538660305698, 97.66666666666666, 'Low Risk'),
(19867, 65, 14, '47:45.8', 36.04923159198154, 96.28749264992807, 124, 84, 61, 'Female', 54.85849719624677, 1.818039503554823, 0.11852256218716084, 40, 16.59729354158197, 97.33333333333333, 'High Risk'),
(19868, 77, 12, '46:45.8', 36.94644697441436, 98.10481502217829, 133, 77, 74, 'Male', 51.016141875804486, 1.765029290170262, 0.075693195, 56, 16.37584723173357, 95.66666666666666, 'High Risk'),
(19869, 71, 18, '45:45.8', 37.22519225735396, 96.60589476695975, 131, 75, 60, 'Female', 99.88888437710813, 1.9535909858468912, 0.098066288, 56, 26.172781363142114, 93.66666666666666, 'Low Risk'),
(19870, 65, 16, '44:45.8', 36.99224101995967, 99.11998048240196, 126, 86, 60, 'Female', 69.16539776402487, 1.9691092879287124, 0.063234612, 40, 17.838126422192765, 99.33333333333333, 'High Risk'),
(19871, 83, 16, '43:45.8', 37.04318004368915, 95.79078414910109, 135, 75, 57, 'Male', 62.90996913785932, 1.5443156177206134, 0.12410031725503055, 60, 26.378332917061492, 95, 'Low Risk'),
(19872, 95, 13, '42:45.8', 37.070082509875476, 97.41961580214927, 121, 77, 45, 'Female', 58.65209481355621, 1.5552143819872797, 0.11832853197090624, 44, 24.24951184168923, 91.66666666666667, 'High Risk'),
(19873, 89, 12, '41:45.8', 36.732251652192815, 98.80555569587904, 131, 74, 38, 'Male', 62.81877315717258, 1.8006623042120364, 0.1497656244067993, 57, 19.374250224572457, 93, 'Low Risk'),
(19874, 61, 17, '40:45.8', 36.75358184073663, 95.01904134184953, 112, 77, 31, 'Male', 80.15575953661704, 1.604852987158264, 0.09982165, 35, 31.121765345562828, 88.66666666666667, 'High Risk'),
(19875, 85, 15, '39:45.8', 37.455883308842644, 98.05094267764389, 119, 70, 69, 'Male', 59.07289095447719, 1.784053002331179, 0.10744375718408752, 49, 18.559775552296102, 86.33333333333333, 'Low Risk'),
(19876, 96, 13, '38:45.8', 37.104260433510625, 97.13802158027141, 112, 82, 37, 'Female', 57.49135236859238, 1.7732444591137524, 0.085688919, 30, 18.283751150182212, 92, 'High Risk'),
(19877, 83, 16, '37:45.8', 37.100312645760205, 96.58800287292932, 138, 81, 39, 'Male', 73.71807261821792, 1.6185036132719621, 0.050022214, 57, 28.14146000920346, 100, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(19878, 86, 15, '36:45.8', 36.72415335821578, 97.06641571322905, 110, 88, 89, 'Female', 62.02350318588199, 1.9693853308939746, 0.098519656, 22, 15.991709605174316, 95.33333333333333, 'High Risk'),
(19879, 62, 17, '35:45.8', 36.359715599307584, 96.03698936, 115, 81, 44, 'Male', 98.19079084959867, 1.9718458098720761, 0.11605861041049821, 34, 25.25369052937581, 92.33333333333333, 'Low Risk'),
(19880, 85, 15, '34:45.8', 36.35432543382625, 98.49968697586971, 115, 88, 55, 'Male', 59.421835963915065, 1.6580883225584206, 0.12368770122779249, 27, 21.613780901805466, 97, 'Low Risk'),
(19881, 72, 12, '33:45.8', 36.535546162571784, 95.80686628048886, 112, 85, 88, 'Female', 75.28491230917066, 1.5384856726390257, 0.13039823079404106, 27, 31.80687752012169, 94, 'High Risk'),
(19882, 82, 16, '32:45.8', 36.98223895193681, 97.78135572048583, 110, 76, 46, 'Female', 56.48998851895114, 1.6537551212549222, 0.069764923, 34, 20.655184674247646, 87.33333333333333, 'Low Risk'),
(19883, 71, 12, '31:45.8', 36.18331307334382, 98.62896744371513, 122, 84, 78, 'Female', 99.33726170168018, 1.8667103339531486, 0.14973183214765987, 38, 28.50744668706703, 96.66666666666667, 'Low Risk'),
(19884, 93, 19, '30:45.8', 37.113628378593134, 97.01077961972871, 138, 72, 54, 'Female', 53.12892674914511, 1.88142027, 0.079846517, 66, 15.009264313088348, 94, 'High Risk'),
(19885, 81, 17, '29:45.8', 36.04740741775008, 98.83045792536686, 132, 84, 44, 'Female', 80.26813356247408, 1.8092499405093156, 0.11995907033682696, 48, 24.52144341341475, 100, 'Low Risk'),
(19886, 93, 19, '28:45.8', 37.26471730506042, 96.43869075994803, 138, 81, 71, 'Female', 90.77334673860099, 1.6015243470026965, 0.097029098, 57, 35.390871485463656, 100, 'High Risk'),
(19887, 98, 16, '27:45.8', 37.08378848873574, 99.57951323252027, 115, 75, 46, 'Female', 67.44665114693987, 1.659156475319394, 0.069859583, 40, 24.501106513966953, 88.33333333333333, 'High Risk'),
(19888, 84, 12, '26:45.8', 37.199654306260484, 97.20558983083649, 137, 73, 73, 'Female', 72.28677438134214, 1.8617324307274212, 0.13105445963748227, 64, 20.85567822887686, 94.33333333333333, 'Low Risk'),
(19889, 94, 13, '25:45.8', 36.37788946027953, 97.66310085289368, 124, 74, 42, 'Male', 97.85757237153422, 1.8408821272973959, 0.099361253, 50, 28.87636183659635, 90.66666666666666, 'High Risk'),
(19890, 68, 19, '24:45.8', 37.21947585387007, 99.45368525961315, 111, 85, 84, 'Female', 91.65231759861864, 1.6722918231650956, 0.1446679705716789, 26, 32.77323551263226, 93.66666666666667, 'High Risk'),
(19891, 68, 15, '23:45.8', 36.489757384394515, 95.63154498, 122, 76, 57, 'Female', 97.36715114, 1.5603171374517733, 0.083180895, 46, 39.993250756478716, 91.33333333333333, 'High Risk'),
(19892, 98, 18, '22:45.8', 36.65005383572047, 96.76495789893175, 123, 75, 83, 'Female', 61.182386561563405, 1.6813239680899166, 0.10618094043293536, 48, 21.64330628743714, 91, 'High Risk'),
(19893, 92, 19, '21:45.8', 37.22277532098756, 97.32439482171192, 118, 70, 29, 'Female', 92.58325393614814, 1.8509390242662187, 0.068272565, 48, 27.023911907635668, 86, 'High Risk'),
(19894, 73, 15, '20:45.8', 36.80221420695832, 97.25329511438537, 137, 74, 58, 'Male', 94.36123073065167, 1.651273458789759, 0.12158530502070906, 63, 34.606334055726116, 95, 'High Risk'),
(19895, 95, 16, '19:45.8', 36.5730474, 96.08447181393139, 127, 78, 61, 'Female', 52.76069980121555, 1.8116452460501615, 0.14260978412154798, 49, 16.075490379230946, 94.33333333333333, 'High Risk'),
(19896, 90, 13, '18:45.8', 36.65406100089947, 99.35260507709836, 122, 77, 72, 'Male', 78.19299982278001, 1.7280741186081323, 0.088409413, 45, 26.184431140462916, 92, 'Low Risk'),
(19897, 99, 15, '17:45.8', 36.46254337724764, 95.43636638968745, 131, 75, 61, 'Male', 74.55958617581494, 1.883554432403992, 0.1399914897997361, 56, 21.015858627714444, 93.66666666666666, 'High Risk'),
(19898, 69, 12, '16:45.8', 36.331092759497224, 96.29733520736323, 120, 72, 88, 'Male', 71.21394880848646, 1.538167549153698, 0.13345211190506617, 48, 30.099395843174786, 88, 'High Risk'),
(19899, 80, 17, '15:45.8', 36.21290869456057, 99.83661106106075, 123, 75, 18, 'Male', 83.52335265723595, 1.728978515345659, 0.097117063, 48, 27.940149488811112, 91, 'Low Risk'),
(19900, 76, 14, '14:45.8', 37.22956398459157, 98.53474415854723, 122, 70, 24, 'Male', 63.15859533758755, 1.7346758537970508, 0.085102291, 52, 20.989195662604608, 87.33333333333333, 'Low Risk'),
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(19904, 89, 15, '10:45.8', 36.72338004, 96.16993533059467, 116, 71, 72, 'Male', 86.57850805526267, 1.9744518444939008, 0.10853059659857592, 45, 22.208386424469253, 86, 'Low Risk'),
(19905, 76, 15, '09:45.8', 36.47234646, 95.58125887441103, 119, 75, 56, 'Male', 52.15850674809474, 1.5645266692450182, 0.081770033, 44, 21.308810548308102, 89.66666666666667, 'Low Risk'),
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(19909, 84, 15, '05:45.8', 36.82207379054548, 97.10637253085795, 118, 74, 72, 'Female', 79.40122212899806, 1.6109078103691474, 0.12099723525779761, 44, 30.597490789902892, 88.66666666666667, 'High Risk'),
(19910, 83, 18, '04:45.8', 36.36632955999916, 98.89373096579814, 119, 79, 37, 'Female', 65.60597195942478, 1.9600721929143714, 0.06516006, 40, 17.076514806645672, 92.33333333333333, 'High Risk'),
(19911, 96, 13, '03:45.8', 36.42994468202787, 99.42103214123642, 127, 74, 79, 'Male', 54.853666137070704, 1.7473410308474588, 0.056190969, 53, 17.96595505, 91.66666666666666, 'High Risk'),
(19912, 89, 14, '02:45.8', 36.66731100526763, 99.91982013352687, 134, 77, 56, 'Male', 71.98762698039633, 1.5670682485274017, 0.13561406169311302, 57, 29.314469234474004, 96, 'Low Risk'),
(19913, 81, 18, '01:45.8', 37.29424147141483, 99.00760283282854, 138, 85, 79, 'Male', 56.808060194842916, 1.7410437005851593, 0.14716713984027635, 53, 18.740907432257202, 102.66666666666666, 'Low Risk'),
(19914, 70, 12, '00:45.8', 37.373386258378396, 96.09285064018744, 139, 82, 28, 'Male', 85.19996614, 1.7049298701516573, 0.10726073064531587, 57, 29.31071299345204, 101, 'Low Risk'),
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(19917, 68, 12, '57:45.8', 36.792554866010136, 96.18279298780557, 130, 81, 51, 'Male', 70.16650279174618, 1.9465027404355302, 0.070554419, 49, 18.519096391097317, 97.33333333333333, 'Low Risk'),
(19918, 82, 14, '56:45.8', 36.594713333463275, 96.65154854494799, 129, 72, 19, 'Female', 66.97460494, 1.7957291769925587, 0.083812188, 57, 20.76961672337503, 91, 'Low Risk'),
(19919, 94, 14, '55:45.8', 37.43565886083277, 96.31520906486244, 123, 84, 82, 'Female', 71.37579638171647, 1.6364327806443928, 0.057950522, 39, 26.65352328100264, 97, 'High Risk'),
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(19923, 90, 15, '51:45.8', 37.07814336172687, 95.77988830499271, 127, 87, 58, 'Female', 70.72725665315227, 1.6340121934709382, 0.081720185, 40, 26.48965042220032, 100.33333333333333, 'Low Risk'),
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(19952, 93, 14, '22:45.8', 36.51568962518696, 98.83209532180094, 135, 71, 82, 'Female', 91.90247422294539, 1.6306713881805077, 0.12498034424869726, 64, 34.561636760608366, 92.33333333333333, 'High Risk'),
(19953, 79, 14, '21:45.8', 37.22036370124874, 99.03663932, 128, 80, 69, 'Female', 80.89376752941162, 1.5211247305844704, 0.060890169503816816, 48, 34.96112573013487, 96, 'High Risk'),
(19954, 85, 17, '20:45.8', 37.00775641397368, 99.05075814401738, 111, 74, 64, 'Male', 54.85317839512597, 1.5085724941110734, 0.076583117, 37, 24.102907129209253, 86.33333333333333, 'Low Risk'),
(19955, 63, 18, '19:45.8', 36.06684596625534, 97.57861825728098, 126, 76, 56, 'Female', 94.51081549808029, 1.8267084985717734, 0.090180548, 50, 28.32324518852313, 92.66666666666666, 'Low Risk'),
(19956, 62, 17, '18:45.8', 36.349150904025144, 98.20334838260662, 139, 85, 30, 'Male', 54.16060396637522, 1.7116562010096668, 0.13158943721902538, 54, 18.486318155089712, 103, 'High Risk'),
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(19959, 60, 18, '15:45.8', 37.05013714475182, 95.78172342, 133, 73, 83, 'Female', 87.56049603376272, 1.5667454026621241, 0.10705917450749955, 60, 35.67067726321718, 93, 'High Risk'),
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(19966, 98, 14, '08:45.8', 36.332074257729374, 98.88971901470013, 127, 83, 56, 'Female', 96.22390465817065, 1.6477712185051827, 0.071164149, 44, 35.43962766864427, 97.66666666666667, 'High Risk'),
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(19979, 98, 15, '55:45.8', 36.19059857, 98.38710568822879, 124, 85, 86, 'Female', 98.44753598584619, 1.989579914186558, 0.090440247, 39, 24.870360189180726, 98, 'High Risk'),
(19980, 74, 14, '54:45.8', 36.52208692053787, 97.60009852423033, 127, 76, 82, 'Male', 54.75968387231562, 1.8504527995895668, 0.13161956391058505, 51, 15.992078343144756, 93, 'High Risk'),
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(19983, 80, 19, '51:45.8', 36.22881322271284, 96.06721561, 121, 87, 48, 'Female', 72.15397959, 1.638157628762566, 0.1337906657968872, 34, 26.887406425178302, 98.33333333333333, 'Low Risk'),
(19984, 89, 12, '50:45.8', 37.07373912082589, 97.86970641, 127, 86, 58, 'Female', 61.26760276983506, 1.612473128042545, 0.13675320548950343, 41, 23.56383192090903, 99.66666666666667, 'Low Risk'),
(19985, 74, 15, '49:45.8', 36.401005623791434, 96.92957522067265, 116, 80, 79, 'Male', 55.875274414373784, 1.9924643337390522, 0.1372705616065858, 36, 14.074680889361817, 92, 'High Risk'),
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(20075, 72, 19, '19:45.8', 36.82885631918573, 96.92285477568952, 112, 89, 71, 'Female', 64.26431639501594, 1.7731692999478845, 0.11625199118223237, 23, 20.439463173583835, 96.66666666666667, 'Low Risk'),
(20076, 64, 17, '18:45.8', 36.28816264610525, 99.83279348658698, 122, 79, 31, 'Female', 68.54908330842088, 1.5341846602697846, 0.14616027947879395, 43, 29.12368863242495, 93.33333333333333, 'Low Risk'),
(20077, 85, 14, '17:45.8', 37.133852320981354, 98.65097213569919, 136, 82, 47, 'Female', 65.20239010174525, 1.7802313198109998, 0.1006660036477689, 54, 20.573616543981906, 100, 'Low Risk'),
(20078, 83, 19, '16:45.8', 37.255624595548824, 96.79746856504349, 114, 84, 76, 'Male', 61.454363686601695, 1.675116234494828, 0.06555738, 30, 21.900943810912192, 94, 'Low Risk'),
(20079, 73, 18, '15:45.8', 37.49160767034229, 98.76891363, 136, 89, 41, 'Male', 69.74688748746749, 1.920143193, 0.089923093, 47, 18.917232330293736, 104.66666666666667, 'Low Risk'),
(20080, 64, 19, '14:45.8', 36.14680063806805, 98.04281510806773, 134, 71, 61, 'Female', 95.43907493, 1.6371016860133158, 0.074334295, 63, 35.61024073403396, 92, 'High Risk'),
(20081, 87, 19, '13:45.8', 36.43919020695697, 96.54504290480654, 131, 89, 52, 'Male', 61.17587643740959, 1.7827591552093178, 0.087651265, 42, 19.24840948647379, 103, 'Low Risk'),
(20082, 69, 14, '12:45.8', 37.48308347512477, 96.80335167269143, 129, 80, 78, 'Male', 81.91375430542583, 1.9914880352657223, 0.11038202313151385, 49, 20.653869473432394, 96.33333333333333, 'Low Risk'),
(20083, 84, 17, '11:45.8', 36.07304034177716, 96.38098131464436, 118, 74, 19, 'Male', 68.67301233565021, 1.536610939467759, 0.13501962828965958, 44, 29.084275959903206, 88.66666666666667, 'Low Risk'),
(20084, 99, 14, '10:45.8', 36.10662476466768, 96.42071072213595, 126, 89, 29, 'Female', 56.33734203027631, 1.5099570020724316, 0.092259645, 37, 24.70968406188905, 101.33333333333333, 'High Risk'),
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(20087, 62, 19, '07:45.8', 36.18701312599995, 99.96689834, 120, 89, 27, 'Female', 66.28565814180936, 1.7836630674188014, 0.076577319, 31, 20.835020538421116, 99.33333333333333, 'Low Risk'),
(20088, 82, 16, '06:45.8', 37.16415217019868, 99.98264358169902, 123, 73, 66, 'Male', 93.12985553672789, 1.9626828790537747, 0.10063759937510756, 50, 24.17623459484484, 89.66666666666666, 'Low Risk'),
(20089, 79, 19, '05:45.8', 36.05368241, 97.98948333881837, 126, 79, 81, 'Female', 89.47950321004245, 1.6584560026125506, 0.090115208, 47, 32.532366412349226, 94.66666666666667, 'High Risk'),
(20090, 81, 16, '04:45.8', 36.903677552504675, 98.41339279688651, 138, 72, 47, 'Male', 57.77798888956819, 1.5966238729497797, 0.084042992, 66, 22.665076216343284, 94, 'Low Risk'),
(20091, 80, 17, '03:45.8', 36.88875016943771, 97.11047554907529, 119, 75, 86, 'Female', 73.18134094599465, 1.918213062517721, 0.1367097766640516, 44, 19.888712728307837, 89.66666666666667, 'Low Risk'),
(20092, 76, 14, '02:45.8', 36.793689204840845, 99.46789297175918, 134, 70, 41, 'Female', 92.27719654105285, 1.851909714078173, 0.072387555, 64, 26.90634907494225, 91.33333333333333, 'Low Risk'),
(20093, 75, 18, '01:45.8', 37.49034197653259, 99.89671752763064, 116, 70, 45, 'Male', 73.7451229, 1.5300187795948959, 0.1462229522457543, 46, 31.50211995579008, 85.33333333333333, 'High Risk'),
(20094, 94, 19, '00:45.8', 36.74616465235595, 97.87003834, 134, 75, 65, 'Female', 63.075895089755015, 1.9152446741914997, 0.063897704, 59, 17.195503443893262, 94.66666666666666, 'High Risk'),
(20095, 62, 13, '59:45.8', 36.87206121371022, 95.04660160440702, 118, 85, 83, 'Female', 59.174881684424165, 1.507817576971393, 0.11536771006573955, 33, 26.027939879728937, 96, 'Low Risk'),
(20096, 97, 14, '58:45.8', 36.69448617638519, 97.33703352, 122, 75, 59, 'Male', 51.98407380649828, 1.7395875667400935, 0.11739482112909087, 47, 17.17820260423154, 90.66666666666667, 'High Risk'),
(20097, 72, 16, '57:45.8', 36.92198361535023, 95.91350976422471, 112, 86, 45, 'Female', 88.05718301082254, 1.862601305887959, 0.06622047, 26, 25.38194985961996, 94.66666666666667, 'Low Risk'),
(20098, 83, 17, '56:45.8', 37.203269677498234, 98.35105473694918, 130, 75, 86, 'Female', 58.739685834074876, 1.514030018899198, 0.06728929, 55, 25.62492761, 93.33333333333333, 'Low Risk'),
(20099, 72, 18, '55:45.8', 36.66906994531958, 97.40663203, 119, 75, 18, 'Male', 95.05598021641123, 1.5056916457102634, 0.082930518, 44, 41.92831052871292, 89.66666666666667, 'High Risk'),
(20100, 95, 14, '54:45.8', 36.56977904820884, 95.17133144375265, 113, 70, 66, 'Female', 55.102738934559156, 1.5266279938642833, 0.084443447, 43, 23.6432265, 84.33333333333333, 'High Risk'),
(20101, 99, 18, '53:45.8', 36.748867382431946, 98.04231519785732, 111, 80, 76, 'Female', 50.73021104619942, 1.5525153532493636, 0.1150153668866339, 31, 21.047225862922094, 90.33333333333333, 'High Risk'),
(20102, 72, 18, '52:45.8', 36.699628962311074, 98.57955549422887, 136, 77, 31, 'Female', 73.28227643890565, 1.6325759461421074, 0.059403166, 59, 27.494901291626604, 96.66666666666666, 'Low Risk'),
(20103, 95, 15, '51:45.8', 37.21642669236931, 99.24526583173088, 114, 75, 40, 'Male', 58.14861289137646, 1.521813629986191, 0.13252342845308596, 39, 25.10824862, 88, 'High Risk'),
(20104, 87, 17, '50:45.8', 36.705414243422545, 98.20717712671588, 120, 72, 39, 'Male', 77.16714316560899, 1.6007994096305065, 0.089813668, 48, 30.113316687635745, 88, 'High Risk'),
(20105, 95, 14, '49:45.8', 36.28937443886417, 99.52964125733327, 117, 78, 44, 'Female', 93.35123609087258, 1.6811459692021382, 0.057461137, 39, 33.03004958353302, 91, 'High Risk'),
(20106, 80, 18, '48:45.8', 36.45956169414861, 95.47598104725505, 120, 85, 72, 'Female', 76.61029403253207, 1.8586309452081424, 0.12782712160547988, 35, 22.17689814776523, 96.66666666666667, 'Low Risk'),
(20107, 88, 18, '47:45.8', 37.19403577663495, 96.73388784048339, 121, 87, 41, 'Female', 59.29673175875031, 1.5008210737030918, 0.10081678425840455, 34, 26.325275127931953, 98.33333333333333, 'Low Risk'),
(20108, 69, 13, '46:45.8', 36.86933157950429, 98.17339256786188, 116, 75, 71, 'Female', 77.11096077266228, 1.5293497196893187, 0.086072238, 41, 32.96875131645341, 88.66666666666667, 'High Risk'),
(20109, 88, 19, '45:45.8', 36.356232120318154, 97.07847192017219, 139, 70, 18, 'Male', 79.54939505582993, 1.8842384765860545, 0.081614022, 69, 22.40604198654078, 93, 'Low Risk'),
(20110, 89, 13, '44:45.8', 36.63951819758468, 98.10015667, 133, 71, 63, 'Female', 73.85106855275305, 1.6577431995703344, 0.077102387, 62, 26.873378775526156, 91.66666666666666, 'Low Risk'),
(20111, 82, 16, '43:45.8', 36.06422283986465, 95.26675702205394, 114, 79, 73, 'Female', 90.79577497559465, 1.6431678191912642, 0.094457067, 35, 33.628058802223535, 90.66666666666667, 'High Risk'),
(20112, 88, 19, '42:45.8', 36.00270556297995, 98.30551224949882, 123, 74, 82, 'Male', 60.487221997627096, 1.5946582913308842, 0.1319543595085123, 49, 23.786380865063983, 90.33333333333333, 'Low Risk'),
(20113, 99, 13, '41:45.8', 37.43635850821697, 95.31323758222769, 119, 83, 86, 'Male', 57.472881407719754, 1.5456542215804314, 0.093807009, 36, 24.05682352198421, 95, 'High Risk'),
(20114, 88, 19, '40:45.8', 37.20087165017116, 99.92171031642813, 112, 76, 73, 'Female', 67.06924674160572, 1.570768454409717, 0.07167588, 36, 27.183106535026305, 88, 'Low Risk'),
(20115, 95, 13, '39:45.8', 37.01772642156213, 96.61782525083686, 128, 87, 79, 'Male', 65.44558234084082, 1.5365029001967394, 0.080857625, 41, 27.721298402270186, 100.66666666666667, 'High Risk'),
(20116, 66, 15, '38:45.8', 37.40318919176331, 96.97423110059555, 122, 85, 33, 'Female', 86.40230603747077, 1.9414561855207668, 0.060719758, 37, 22.922930936937746, 97.33333333333333, 'Low Risk'),
(20117, 98, 16, '37:45.8', 36.23530778467949, 96.74083010530725, 135, 84, 81, 'Male', 51.557848814054786, 1.716276209103037, 0.09884456, 51, 17.503319645186384, 101, 'High Risk'),
(20118, 98, 14, '36:45.8', 36.45708764644775, 98.24972177587289, 137, 80, 31, 'Female', 77.32719988733473, 1.7515419004862354, 0.056017569, 57, 25.205262348068228, 99, 'High Risk'),
(20119, 96, 14, '35:45.8', 36.07747060503281, 99.04128709092379, 139, 81, 83, 'Male', 89.42372897774872, 1.8151923736125943, 0.090583544, 58, 27.139851034872315, 100.33333333333333, 'High Risk'),
(20120, 60, 14, '34:45.8', 37.257563072577696, 96.98331727247003, 116, 83, 61, 'Male', 62.90534304588436, 1.924533466, 0.14573466763719972, 33, 16.983867773411596, 94, 'High Risk'),
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(20122, 75, 15, '32:45.8', 36.55773635271618, 99.74299259140328, 137, 88, 61, 'Female', 72.37065117164641, 1.7652389296338904, 0.10394395714580107, 49, 23.224987405268756, 104.33333333333333, 'Low Risk'),
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(20124, 90, 17, '30:45.8', 37.34103037944388, 95.68605623895141, 110, 86, 66, 'Female', 62.89405600594769, 1.5465348665730083, 0.072928871, 24, 26.29602911090342, 94, 'Low Risk'),
(20125, 91, 15, '29:45.8', 37.00209675386276, 95.73728143199916, 132, 76, 62, 'Female', 95.41938501996523, 1.6002277614168268, 0.088209648, 56, 37.26258779360511, 94.66666666666666, 'High Risk'),
(20126, 79, 15, '28:45.8', 37.01894303785046, 96.47744510050302, 138, 83, 73, 'Female', 55.31513420619041, 1.9874630554955608, 0.090699561, 55, 14.003798129889374, 101.33333333333333, 'High Risk'),
(20127, 93, 13, '27:45.8', 37.43344497338996, 98.86003056359644, 118, 85, 78, 'Male', 53.24434737988347, 1.5730379035489805, 0.1074709864004243, 33, 21.517664580746843, 96, 'High Risk'),
(20128, 79, 16, '26:45.8', 37.151825070163746, 96.10837777236098, 138, 84, 54, 'Male', 59.48382234921328, 1.6511213185479998, 0.077598277, 54, 21.819304251879107, 102, 'Low Risk'),
(20129, 81, 17, '25:45.8', 36.66583817099626, 99.17525074059273, 111, 80, 38, 'Male', 58.40492428107979, 1.5085314787471822, 0.1306841897165708, 31, 25.66496705094871, 90.33333333333333, 'Low Risk'),
(20130, 90, 19, '24:45.8', 36.96008638, 97.04646389, 117, 88, 39, 'Male', 61.67800723188533, 1.8356583016464414, 0.11569798991621984, 29, 18.304027017385202, 97.66666666666667, 'High Risk'),
(20131, 89, 19, '23:45.8', 36.469501451708226, 95.67344119473553, 137, 79, 86, 'Female', 91.53858858, 1.6115012671994484, 0.14361599841121864, 58, 35.248684143358055, 98.33333333333333, 'High Risk'),
(20132, 86, 19, '22:45.8', 36.284507235555715, 97.35395960241935, 116, 87, 89, 'Male', 98.24881711634247, 1.7240537122229516, 0.1411623651214612, 29, 33.05413118345734, 96.66666666666667, 'High Risk'),
(20133, 92, 14, '21:45.8', 37.35463061166208, 96.00280864542657, 134, 71, 37, 'Male', 93.93198970392345, 1.765537002911845, 0.066953818, 63, 30.134214378157157, 92, 'High Risk'),
(20134, 76, 15, '20:45.8', 36.97727352228256, 95.11467950698942, 118, 74, 46, 'Male', 54.22694394813312, 1.8926110596578587, 0.12503335182282066, 44, 15.138832452962422, 88.66666666666667, 'High Risk'),
(20135, 75, 12, '19:45.8', 37.40318860716282, 95.90660631184501, 111, 71, 26, 'Male', 76.72207847530217, 1.6891431370504204, 0.14699885657874912, 40, 26.889792676419223, 84.33333333333333, 'Low Risk'),
(20136, 96, 14, '18:45.8', 36.674737329767176, 98.66815759005016, 112, 82, 71, 'Female', 83.47426295071257, 1.7508953054327128, 0.14258564878986485, 30, 27.229034144325517, 92, 'High Risk'),
(20137, 75, 13, '17:45.8', 37.38549884066306, 97.60545035032614, 116, 77, 25, 'Male', 80.39852273749554, 1.5428817621658621, 0.13910992314896575, 39, 33.77402170252473, 90, 'High Risk'),
(20138, 66, 14, '16:45.8', 37.20582070772193, 98.72251710368492, 130, 81, 63, 'Female', 83.29147595709341, 1.7982716318080567, 0.071967453, 49, 25.756685291166303, 97.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(20140, 80, 19, '14:45.8', 36.54315090764592, 96.12548809393022, 116, 83, 53, 'Male', 81.00803614357136, 1.506492607246937, 0.098047986, 33, 35.69390752727533, 94, 'High Risk'),
(20141, 89, 14, '13:45.8', 37.13342257544448, 96.65531535415688, 137, 78, 82, 'Male', 66.93560123240229, 1.920965500880994, 0.058976275177350636, 59, 18.13919618846889, 97.66666666666666, 'High Risk'),
(20142, 81, 15, '12:45.8', 36.97769449961504, 99.46204878945589, 122, 72, 57, 'Male', 86.01882489677442, 1.5602490011940882, 0.082883933, 50, 35.33504745341751, 88.66666666666666, 'High Risk'),
(20143, 91, 18, '11:45.8', 36.925909032625285, 95.78257909953837, 138, 80, 54, 'Male', 62.33428382067798, 1.7559061517052017, 0.062921152, 58, 20.217356692629902, 99.33333333333333, 'High Risk'),
(20144, 63, 18, '10:45.8', 37.073475966079044, 96.05976261763375, 134, 84, 28, 'Male', 88.39158028335143, 1.9046539334306347, 0.075339536, 50, 24.365691573271608, 100.66666666666666, 'Low Risk'),
(20145, 63, 16, '09:45.8', 37.04158450213613, 96.98557804565691, 126, 89, 63, 'Male', 65.38948901537088, 1.5631839535225076, 0.11135399772883658, 37, 26.760102160598947, 101.33333333333333, 'Low Risk'),
(20146, 64, 15, '08:45.8', 36.85973989140198, 97.39272959754727, 133, 73, 77, 'Female', 94.00747334588644, 1.9407851749182146, 0.1184281092035352, 60, 24.95786596682374, 93, 'Low Risk'),
(20147, 80, 18, '07:45.8', 37.39419697788045, 95.25175549444758, 134, 77, 86, 'Male', 98.37071418150006, 1.8559826554568413, 0.080954272, 57, 28.557356145601993, 96, 'Low Risk'),
(20148, 62, 18, '06:45.8', 36.518480398174525, 97.31477620761476, 129, 83, 81, 'Male', 92.90017394468293, 1.8081631248483703, 0.12704770047086186, 46, 28.414584570451296, 98.33333333333333, 'Low Risk'),
(20149, 71, 13, '05:45.8', 37.367131872588615, 96.72910584776314, 128, 89, 22, 'Male', 85.41981481723832, 1.9457669341828712, 0.14429605709576382, 39, 22.561968466265274, 102, 'Low Risk'),
(20150, 72, 16, '04:45.8', 36.28325450999614, 96.49902221922218, 127, 77, 59, 'Male', 85.50221961270302, 1.9538804843308752, 0.12945580081489927, 50, 22.39656417, 93.66666666666666, 'Low Risk'),
(20151, 97, 17, '03:45.8', 37.43278190824585, 99.44466989191237, 120, 73, 50, 'Male', 50.06070464, 1.5496813913125411, 0.068372468, 47, 20.845490675049177, 88.66666666666667, 'High Risk'),
(20152, 68, 14, '02:45.8', 36.249241743117196, 96.15034460582211, 111, 77, 65, 'Female', 86.67016397358582, 1.6807488546703457, 0.052455354, 34, 30.680608596644422, 88.33333333333333, 'High Risk'),
(20153, 82, 16, '01:45.8', 37.16212688072242, 98.47259134661209, 133, 70, 70, 'Male', 87.22519408492494, 1.602388102854967, 0.095674717, 63, 33.970858381050306, 91, 'High Risk'),
(20154, 72, 14, '00:45.8', 37.12635490187146, 97.20991511208805, 116, 85, 24, 'Male', 92.50159175144373, 1.5295711434005823, 0.11076075653661024, 31, 39.53755806076099, 95.33333333333333, 'High Risk'),
(20155, 86, 18, '59:45.8', 36.89846958920991, 97.83795367, 135, 81, 76, 'Male', 71.44102516333169, 1.645613687, 0.097908225, 54, 26.381039019427917, 99, 'Low Risk'),
(20156, 86, 12, '58:45.8', 36.71127813450812, 97.51246941570463, 137, 79, 27, 'Female', 57.36741865025144, 1.6581254640361076, 0.073103283, 58, 20.865583336385303, 98.33333333333333, 'Low Risk'),
(20157, 77, 15, '57:45.8', 37.20928569186869, 95.21451020969712, 127, 72, 61, 'Female', 87.66548993447933, 1.738212266699397, 0.083914042, 55, 29.015031299318647, 90.33333333333333, 'Low Risk'),
(20158, 99, 16, '56:45.8', 37.226834284928245, 96.75500323925128, 130, 72, 80, 'Male', 86.61604393489726, 1.9570858781562945, 0.084287128, 58, 22.614061956220255, 91.33333333333333, 'High Risk'),
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(20335, 92, 18, '59:45.8', 36.63948468170534, 95.33882153229003, 138, 83, 41, 'Male', 86.47883880445514, 1.5074006939252262, 0.1465334864856439, 55, 38.05856663016668, 101.33333333333333, 'High Risk'),
(20336, 66, 12, '58:45.8', 36.042378700132424, 98.85265812, 112, 71, 72, 'Male', 66.48173159748885, 1.9638447970670634, 0.10601811187204066, 41, 17.238044509438417, 84.66666666666667, 'High Risk'),
(20337, 63, 19, '57:45.8', 36.15608856282882, 97.45984754884148, 127, 89, 80, 'Female', 95.33861535146966, 1.7824045329559592, 0.089062424, 38, 30.009328956987837, 101.66666666666667, 'High Risk'),
(20338, 76, 15, '56:45.8', 37.22254391170755, 99.51516210467236, 113, 75, 56, 'Male', 72.52319079754972, 1.9452266463500323, 0.064091839, 38, 19.166220638810554, 87.66666666666667, 'Low Risk'),
(20339, 84, 18, '55:45.8', 36.97863089916527, 98.45447935363183, 137, 74, 87, 'Female', 65.51375235, 1.7909956097994757, 0.12298395186911527, 63, 20.424123700010462, 95, 'Low Risk'),
(20340, 66, 19, '54:45.8', 36.38110298083564, 96.96708392688869, 136, 86, 49, 'Male', 84.50549059560446, 1.7287008265679837, 0.065425145, 50, 28.277775879747942, 102.66666666666666, 'Low Risk'),
(20341, 90, 19, '53:45.8', 36.09370289716915, 99.54439515286845, 120, 84, 44, 'Female', 63.15604818078177, 1.9620317292234732, 0.057658433, 36, 16.406007082216238, 96, 'High Risk'),
(20342, 61, 14, '52:45.8', 36.026992001877915, 96.97160596754233, 119, 89, 19, 'Female', 70.25484881309472, 1.7518575624785369, 0.097126024, 30, 22.891735485098216, 99, 'Low Risk'),
(20343, 93, 15, '51:45.8', 36.46620332825331, 96.85693912480214, 111, 86, 72, 'Female', 50.090989243828936, 1.5197185208578972, 0.092452575, 25, 21.68868873894643, 94.33333333333333, 'High Risk'),
(20344, 66, 18, '50:45.8', 36.409421599774355, 95.23853283657876, 119, 81, 23, 'Female', 76.29223848512619, 1.924365214051245, 0.1491641393995985, 38, 20.601809270738563, 93.66666666666667, 'Low Risk'),
(20345, 84, 17, '49:45.8', 36.43188935559832, 96.81512946168257, 126, 88, 59, 'Male', 50.46706978951722, 1.9347991071467878, 0.10174643923789145, 38, 13.481441543758496, 100.66666666666667, 'High Risk'),
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(20348, 62, 14, '46:45.8', 36.53877394122264, 98.82465439432909, 120, 76, 72, 'Female', 96.97102178395966, 1.9794965965577485, 0.068757679, 44, 24.74756382702629, 90.66666666666667, 'Low Risk'),
(20349, 70, 16, '45:45.8', 37.33296712825654, 97.89827576689206, 139, 72, 63, 'Male', 89.20133513547728, 1.9077257068926066, 0.11099008597396375, 67, 24.509784396711705, 94.33333333333333, 'Low Risk'),
(20350, 61, 16, '44:45.8', 37.302218517241194, 96.22648461750977, 125, 81, 74, 'Male', 96.85572480504192, 1.6981480784044563, 0.12217811341364865, 44, 33.587229316908505, 95.66666666666667, 'High Risk'),
(20351, 94, 18, '43:45.8', 36.98298191, 96.08457427614925, 117, 80, 29, 'Female', 92.57676129393361, 1.8218393763011498, 0.14930932164045546, 37, 27.892138588762705, 92.33333333333333, 'High Risk'),
(20352, 62, 12, '42:45.8', 37.37471099323341, 97.38246931767401, 122, 83, 67, 'Male', 95.81891538741337, 1.5230764480903498, 0.13199623570623742, 39, 41.30549637949905, 96, 'High Risk'),
(20353, 91, 13, '41:45.8', 36.496644105592104, 96.96531949, 131, 87, 87, 'Male', 85.54558721318682, 1.5945657877092991, 0.1128352718568449, 44, 33.64439538673184, 101.66666666666667, 'High Risk'),
(20354, 90, 12, '40:45.8', 36.63971302271086, 98.96664084146676, 112, 80, 34, 'Female', 52.67337439748034, 1.9635625292640784, 0.12384029500888592, 32, 13.661603277984208, 90.66666666666667, 'High Risk'),
(20355, 94, 19, '39:45.8', 36.92204109502441, 97.43814209, 131, 70, 38, 'Male', 55.424874977601064, 1.7925698950562081, 0.10150128227799532, 61, 17.24854734793024, 90.33333333333333, 'High Risk'),
(20356, 89, 14, '38:45.8', 36.23331718, 99.20748986837188, 129, 84, 64, 'Male', 54.51439878618831, 1.6355503616556277, 0.1298829804583273, 45, 20.37902415171543, 99, 'Low Risk'),
(20357, 70, 15, '37:45.8', 36.05168846789877, 95.46640348552518, 110, 74, 24, 'Male', 91.52012811, 1.660281392477796, 0.051174513, 36, 33.20115698661288, 86, 'High Risk'),
(20358, 72, 17, '36:45.8', 37.35349064813251, 97.92996035279077, 123, 72, 22, 'Female', 81.18022854, 1.9750095884049501, 0.089325756, 51, 20.81190586282503, 89, 'Low Risk'),
(20359, 85, 12, '35:45.8', 36.85932773828795, 99.41077896411085, 128, 76, 63, 'Male', 59.869789652332344, 1.6855812746185594, 0.14789574345954892, 52, 21.072125119409037, 93.33333333333333, 'Low Risk'),
(20360, 80, 13, '34:45.8', 36.10154037616519, 97.06158075365668, 129, 75, 52, 'Male', 90.2980596, 1.5338655100634964, 0.092314137, 54, 38.37990130562653, 93, 'High Risk'),
(20361, 68, 16, '33:45.8', 37.25439629931555, 99.51794586306877, 138, 76, 47, 'Female', 51.37328118247312, 1.7511526665352375, 0.091267332, 62, 16.752872574492777, 96.66666666666666, 'High Risk'),
(20362, 68, 17, '32:45.8', 37.03176351444074, 96.9594151, 115, 85, 20, 'Female', 69.59738954402344, 1.7746521490617218, 0.052422405467797764, 30, 22.098687052288998, 95, 'Low Risk'),
(20363, 90, 15, '31:45.8', 36.303411722583256, 96.70114670083126, 120, 87, 23, 'Male', 99.91238385247209, 1.8923552160653245, 0.082377555, 33, 27.900629234319815, 98, 'Low Risk'),
(20364, 98, 17, '30:45.8', 36.33336689179557, 95.94510067566064, 135, 82, 71, 'Female', 62.89742900589273, 1.775391907496802, 0.12692762002755031, 53, 19.954664101028396, 99.66666666666666, 'High Risk'),
(20365, 69, 19, '29:45.8', 36.40913910162959, 99.83277754752402, 133, 86, 19, 'Female', 82.52692666553028, 1.718644152258272, 0.10425735645897365, 47, 27.939828932100514, 101.66666666666667, 'Low Risk'),
(20366, 97, 17, '28:45.8', 36.55268424237753, 98.24675904236217, 122, 82, 22, 'Male', 94.11324143038024, 1.6567856305086939, 0.066833977, 40, 34.28610044590907, 95.33333333333333, 'High Risk'),
(20367, 79, 18, '27:45.8', 36.28278276235062, 99.79648079481987, 118, 83, 74, 'Female', 85.91660878254565, 1.664118528711807, 0.12131473545925481, 35, 31.024773124177507, 94.66666666666667, 'High Risk'),
(20368, 75, 13, '26:45.8', 36.57777362682097, 99.20258196529262, 114, 81, 80, 'Female', 76.72936534171302, 1.632322425235474, 0.12329806566577228, 33, 28.797163474260767, 92, 'Low Risk'),
(20369, 80, 18, '25:45.8', 37.45285282788656, 98.83261335317154, 121, 88, 42, 'Male', 72.89190635618371, 1.5456759952670622, 0.10762390122261775, 33, 30.510012390300194, 99, 'High Risk'),
(20370, 75, 15, '24:45.8', 36.131015214933676, 99.33787366861796, 134, 75, 82, 'Female', 74.49088404794314, 1.7108642004736467, 0.081233862, 59, 25.449077877589275, 94.66666666666666, 'Low Risk'),
(20371, 74, 19, '23:45.8', 36.626116277483256, 99.10540899, 137, 78, 61, 'Female', 89.27521695111133, 1.6812972631729648, 0.14366997798459435, 59, 31.582165293752517, 97.66666666666666, 'High Risk'),
(20372, 79, 18, '22:45.8', 36.916988769369596, 99.23859073941232, 125, 87, 53, 'Female', 53.88917626454934, 1.5563058821724636, 0.11334447647351478, 38, 22.249057957169896, 99.66666666666667, 'Low Risk'),
(20373, 84, 15, '21:45.8', 37.18904707, 95.87446053381267, 128, 87, 81, 'Female', 58.15044351269147, 1.9504966518307139, 0.10843617730338936, 41, 15.284900400994704, 100.66666666666667, 'High Risk'),
(20374, 60, 17, '20:45.8', 36.975356584332886, 96.77881436091296, 112, 89, 26, 'Female', 99.40983447459169, 1.6801995781952541, 0.094904469, 23, 35.21337145444169, 96.66666666666667, 'High Risk'),
(20375, 83, 15, '19:45.8', 37.346518529060056, 99.73685065674725, 113, 73, 89, 'Female', 68.9197053, 1.7949019068887226, 0.073536572, 40, 21.39252133853327, 86.33333333333333, 'Low Risk'),
(20376, 86, 16, '18:45.8', 36.581054597170365, 98.15504420478656, 136, 87, 41, 'Female', 70.32657858, 1.9236768177735009, 0.12459689238980887, 49, 19.004448304619515, 103.33333333333333, 'Low Risk'),
(20377, 87, 14, '17:45.8', 36.46179448, 98.06786020045101, 137, 74, 24, 'Female', 72.32924768, 1.7711241903295492, 0.13319828961544475, 63, 23.057696496920283, 95, 'Low Risk'),
(20378, 95, 13, '16:45.8', 36.48061353653883, 96.00803067881742, 130, 75, 67, 'Male', 57.27384272732975, 1.9211830357012405, 0.10317165260160853, 55, 15.517395751476647, 93.33333333333333, 'High Risk'),
(20379, 96, 17, '15:45.8', 36.50281948457638, 95.11244784, 124, 80, 19, 'Male', 63.15240901832949, 1.9101930855380111, 0.14563235272376246, 44, 17.307541613335758, 94.66666666666667, 'High Risk'),
(20380, 67, 15, '14:45.8', 36.20069678582966, 98.43469039509299, 113, 76, 35, 'Female', 85.83977352996038, 1.5025666101785884, 0.068935319, 37, 38.02078642, 88.33333333333333, 'High Risk'),
(20381, 71, 18, '13:45.8', 37.13248559787544, 99.97612215075416, 128, 81, 70, 'Male', 57.567753155926155, 1.7500257960841956, 0.06619532, 47, 18.797079518288086, 96.66666666666667, 'Low Risk'),
(20382, 96, 14, '12:45.8', 36.179272529795384, 96.56832005515334, 112, 83, 38, 'Female', 51.22586190306926, 1.5986221815684183, 0.1030375548194265, 29, 20.04460973261302, 92.66666666666667, 'High Risk'),
(20383, 89, 18, '11:45.8', 36.20049271065343, 96.12934901, 112, 88, 57, 'Male', 74.16238326, 1.6283517200313857, 0.11942687325180724, 24, 27.969663613973438, 96, 'Low Risk'),
(20384, 81, 13, '10:45.8', 36.29110684323046, 96.06908589147342, 125, 78, 61, 'Female', 50.43812156243378, 1.643041527458759, 0.10227160950852826, 47, 18.68365432098947, 93.66666666666667, 'Low Risk'),
(20385, 76, 16, '09:45.8', 36.45191800093679, 96.13703015357963, 134, 84, 31, 'Male', 90.61823910414506, 1.6829430886873824, 0.1372768630001336, 50, 31.994605450691548, 100.66666666666666, 'High Risk'),
(20386, 66, 17, '08:45.8', 37.343906818633045, 98.98879699498447, 138, 75, 80, 'Male', 94.05940796749815, 1.6237431092857069, 0.10840940747620108, 63, 35.67529712, 96, 'High Risk'),
(20387, 80, 16, '07:45.8', 37.09011815445275, 95.13226749648128, 133, 77, 58, 'Female', 83.0862445, 1.8562199364596652, 0.1116891376822377, 56, 24.11405591660339, 95.66666666666666, 'Low Risk'),
(20388, 84, 17, '06:45.8', 36.19571918054318, 98.43080958779592, 113, 80, 74, 'Female', 83.52933389342186, 1.7392037121312567, 0.13960301336237324, 33, 27.614558919577124, 91, 'Low Risk'),
(20389, 95, 15, '05:45.8', 37.29855326700201, 95.22347614630647, 119, 86, 32, 'Male', 52.28860930479887, 1.6676420896463855, 0.055998745, 33, 18.801885160651075, 97, 'High Risk'),
(20390, 76, 14, '04:45.8', 36.18084993586102, 95.38445043, 123, 83, 80, 'Male', 51.39795302202559, 1.756513729343315, 0.060710015131170414, 40, 16.658762082289563, 96.33333333333333, 'High Risk'),
(20391, 84, 12, '03:45.8', 36.56490547233842, 97.43404778403604, 131, 74, 45, 'Male', 63.613405100792995, 1.8279792468647982, 0.063268961, 57, 19.037333648057494, 93, 'Low Risk'),
(20392, 87, 16, '02:45.8', 36.69480261250938, 96.41893846136998, 134, 88, 52, 'Female', 96.88703524742299, 1.9331667259829566, 0.12553718320434637, 46, 25.925494206327553, 103.33333333333333, 'Low Risk'),
(20393, 65, 15, '01:45.8', 36.90293826180645, 95.17999363, 123, 75, 47, 'Male', 91.12473336750992, 1.6147295616086454, 0.14162209509646578, 48, 34.949154868749055, 91, 'High Risk'),
(20394, 91, 16, '00:45.8', 36.454231326117956, 96.88840822611418, 136, 83, 72, 'Male', 69.64305395808955, 1.8744345128635636, 0.12074854691999506, 53, 19.821534066963054, 100.66666666666666, 'High Risk'),
(20395, 85, 13, '59:45.8', 36.22294292296037, 97.92406776363921, 120, 83, 89, 'Male', 50.69902397991758, 1.6670852025324217, 0.061382037, 37, 18.242485321097533, 95.33333333333333, 'High Risk'),
(20396, 67, 18, '58:45.8', 37.15626939, 99.63055844, 128, 70, 41, 'Female', 69.97478508764902, 1.7862957397622425, 0.062667576, 58, 21.929808961052117, 89.33333333333333, 'Low Risk'),
(20397, 92, 13, '57:45.8', 36.013639013943894, 97.03201529363227, 139, 82, 24, 'Female', 95.97098621883293, 1.784727879345969, 0.075101916, 57, 30.129778714938094, 101, 'High Risk'),
(20398, 85, 19, '56:45.8', 36.55241397183658, 97.72058095, 134, 88, 75, 'Male', 92.02852138, 1.7448555205504017, 0.11317350206871163, 46, 30.227588444648724, 103.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(20399, 82, 18, '55:45.8', 36.712634326079325, 95.96788479310098, 133, 88, 33, 'Female', 88.81954313773784, 1.7847041834924922, 0.080654737, 45, 27.885346902537766, 103, 'Low Risk'),
(20400, 75, 13, '54:45.8', 36.50550271869304, 97.01049796132632, 115, 76, 80, 'Male', 54.12278092133879, 1.5113752023623368, 0.11479413545894177, 39, 23.693843667396465, 89, 'Low Risk'),
(20401, 96, 13, '53:45.8', 36.66118456524062, 99.29994129757868, 125, 88, 27, 'Female', 80.46083567, 1.6301571586307593, 0.069638456, 37, 30.27788868106748, 100.33333333333333, 'High Risk'),
(20402, 75, 12, '52:45.8', 36.51230719220678, 97.80806741448703, 132, 77, 27, 'Male', 76.74761379103623, 1.6584705878066475, 0.12609650952398116, 55, 27.902899418708383, 95.33333333333333, 'Low Risk'),
(20403, 84, 19, '51:45.8', 36.013591940491516, 99.71131352546092, 131, 79, 70, 'Male', 83.12253945228795, 1.5035897851722602, 0.1418935685927556, 52, 36.76715868752556, 96.33333333333333, 'High Risk'),
(20404, 73, 15, '50:45.8', 37.49102474790303, 99.68874536858809, 130, 84, 46, 'Female', 72.56367855877699, 1.5768010416382985, 0.099049681, 46, 29.18538955622299, 99.33333333333333, 'Low Risk'),
(20405, 83, 16, '49:45.8', 36.76930595846519, 98.47886580438164, 115, 79, 75, 'Male', 94.12920527406791, 1.7977811782066095, 0.14835208, 36, 29.12398062168057, 91, 'Low Risk'),
(20406, 78, 13, '48:45.8', 37.16488163462101, 95.02833379808254, 110, 80, 33, 'Male', 64.95244307, 1.6134604008410371, 0.11092880085666237, 30, 24.950477925755123, 90, 'Low Risk'),
(20407, 77, 12, '47:45.8', 36.79737747610073, 97.66898047912296, 133, 70, 21, 'Male', 57.924634056266314, 1.9649221891486666, 0.094599802, 63, 15.002809153609862, 91, 'High Risk'),
(20408, 68, 18, '46:45.8', 36.02158184720864, 99.89526575812403, 113, 85, 89, 'Female', 67.00174245152694, 1.515910785848506, 0.1345140717315617, 28, 29.156729727386995, 94.33333333333333, 'Low Risk'),
(20409, 81, 16, '45:45.8', 37.06158722121076, 98.50477072229174, 123, 70, 53, 'Female', 68.3999725, 1.915780317065008, 0.10296069556195975, 53, 18.636506845565417, 87.66666666666666, 'Low Risk'),
(20410, 96, 17, '44:45.8', 36.06268932783002, 95.40035802563374, 111, 83, 46, 'Female', 90.17279270704941, 1.5361501817933192, 0.098797644, 28, 38.212738916376665, 92.33333333333333, 'High Risk'),
(20411, 73, 15, '43:45.8', 36.38576970729372, 95.17794364, 133, 80, 86, 'Male', 78.44625120710998, 1.5450413303657011, 0.082472234, 53, 32.86184867649273, 97.66666666666666, 'High Risk'),
(20412, 99, 18, '42:45.8', 36.308498249156095, 99.58814534001475, 114, 88, 81, 'Female', 74.34737333306629, 1.639770358949037, 0.072417086, 26, 27.65028208417402, 96.66666666666667, 'High Risk'),
(20413, 95, 14, '41:45.8', 36.54734474767731, 99.14207398345188, 131, 77, 32, 'Female', 59.90772717068934, 1.9889930459575391, 0.07221876, 54, 15.143153123410896, 95, 'High Risk'),
(20414, 76, 13, '40:45.8', 37.28032458888695, 98.28120048, 132, 76, 34, 'Female', 93.58541037825307, 1.9559925056362928, 0.081563462, 56, 24.46097569916534, 94.66666666666666, 'Low Risk'),
(20415, 97, 18, '39:45.8', 36.43189974802114, 95.46299716800566, 120, 82, 78, 'Male', 87.73635334485576, 1.964470505328051, 0.1351778029221818, 38, 22.73466473836182, 94.66666666666667, 'High Risk'),
(20416, 73, 18, '38:45.8', 36.98387405819622, 97.02437304832779, 114, 88, 76, 'Male', 67.02204016656063, 1.7028921160618204, 0.081298305, 26, 23.112311070861562, 96.66666666666667, 'Low Risk'),
(20417, 93, 16, '37:45.8', 37.23817877, 96.36707779, 135, 74, 68, 'Male', 57.64450904848628, 1.8477380981292966, 0.094229132, 61, 16.884068973802776, 94.33333333333333, 'High Risk'),
(20418, 71, 18, '36:45.8', 37.36598336025642, 96.66579342615505, 127, 81, 81, 'Male', 68.99232721101944, 1.9277916873166068, 0.052956273, 46, 18.564385921505615, 96.33333333333333, 'Low Risk'),
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(20596, 97, 18, '38:45.8', 36.643207812498666, 97.39657335383966, 123, 74, 33, 'Male', 59.80540901933214, 1.9523784063384655, 0.10753016449675579, 49, 15.689621752085944, 90.33333333333333, 'High Risk'),
(20597, 87, 19, '37:45.8', 37.16714595183075, 97.96905683619678, 136, 86, 63, 'Male', 68.63111195106802, 1.986051773369598, 0.079444467, 50, 17.399625621769015, 102.66666666666666, 'High Risk'),
(20598, 88, 17, '36:45.8', 36.066763732088354, 98.39469365795976, 127, 85, 20, 'Male', 79.83284914365541, 1.9941495906991373, 0.070240551, 42, 20.07549033890964, 99, 'Low Risk'),
(20599, 97, 18, '35:45.8', 36.79920139562173, 99.71068489042615, 114, 84, 82, 'Male', 53.89724919664398, 1.5994819450036466, 0.13285469043043258, 30, 21.06725325358508, 94, 'High Risk'),
(20600, 97, 18, '34:45.8', 36.44767335941094, 98.44037190274753, 133, 77, 48, 'Female', 69.60132893388447, 1.9098605114257705, 0.092009079, 56, 19.08157564502498, 95.66666666666666, 'High Risk'),
(20601, 99, 12, '33:45.8', 36.415894037294116, 99.62371037665328, 112, 88, 23, 'Female', 91.90048491187463, 1.7939054835818924, 0.074423076, 24, 28.55740154004495, 96, 'High Risk'),
(20602, 62, 14, '32:45.8', 36.647790353460174, 99.83877225, 139, 85, 38, 'Female', 63.73224679208772, 1.8393091668394952, 0.064421211, 54, 18.838649178640168, 103, 'Low Risk'),
(20603, 83, 17, '31:45.8', 36.73144128309643, 96.92141741502972, 122, 81, 80, 'Female', 61.78321967085194, 1.5162501100323171, 0.13834006674646132, 41, 26.873785468110835, 94.66666666666667, 'Low Risk'),
(20604, 94, 14, '30:45.8', 37.38432747, 97.54601603741742, 119, 79, 86, 'Female', 55.903554520870664, 1.6773699492724936, 0.13266333308873046, 40, 19.869260611769754, 92.33333333333333, 'High Risk'),
(20605, 60, 12, '29:45.8', 36.239555447776894, 98.24594826473903, 119, 70, 56, 'Male', 96.66861559, 1.597449611933643, 0.086018518, 49, 37.88184848218929, 86.33333333333333, 'High Risk'),
(20606, 96, 15, '28:45.8', 37.44159457830182, 98.96074808049701, 124, 73, 22, 'Female', 69.26958256279816, 1.590280533155383, 0.13688667342659105, 51, 27.39019253254364, 90, 'High Risk'),
(20607, 63, 17, '27:45.8', 37.44697879836773, 97.45599081, 122, 76, 67, 'Female', 75.17148118983957, 1.8100549918794702, 0.11089017932038431, 46, 22.944022966317146, 91.33333333333333, 'Low Risk'),
(20608, 60, 18, '26:45.8', 37.262216992218335, 98.99357472, 110, 82, 21, 'Male', 92.33639251314787, 1.743498449040156, 0.13414970784978816, 28, 30.375943221830074, 91.33333333333333, 'High Risk'),
(20609, 85, 15, '25:45.8', 36.612680630396206, 95.69468475, 113, 85, 74, 'Female', 60.08075043, 1.6874365963201865, 0.077998352, 28, 21.099901174967147, 94.33333333333333, 'Low Risk'),
(20610, 87, 16, '24:45.8', 36.87305337148623, 96.20977690693975, 133, 81, 62, 'Female', 66.98768427109913, 1.7724694562093428, 0.05752868, 52, 21.32246669348282, 98.33333333333333, 'Low Risk'),
(20611, 96, 17, '23:45.8', 37.427006257848234, 98.09405221, 123, 88, 22, 'Male', 69.83361409864658, 1.8484144876878603, 0.14554099564372358, 35, 20.43928931287782, 99.66666666666667, 'High Risk'),
(20612, 61, 12, '22:45.8', 36.02566293530052, 99.42560930100903, 126, 73, 43, 'Male', 83.39486630956986, 1.889960123125076, 0.14207306738439185, 53, 23.34715867326481, 90.66666666666666, 'Low Risk'),
(20613, 67, 13, '21:45.8', 37.09203623102634, 97.68468322636956, 138, 79, 36, 'Male', 76.07402836681291, 1.7954043191750613, 0.11767449457680425, 59, 23.599993476310384, 98.66666666666666, 'Low Risk'),
(20614, 93, 15, '20:45.8', 36.65868820088813, 99.46141124930325, 111, 74, 42, 'Male', 72.96492676028112, 1.870965713221258, 0.13445228885247246, 37, 20.844068572940383, 86.33333333333333, 'High Risk'),
(20615, 88, 13, '19:45.8', 36.401752692884976, 99.86516126795323, 136, 72, 67, 'Female', 58.88294606504217, 1.7124528429100287, 0.13988509386980297, 64, 20.07947202022729, 93.33333333333333, 'Low Risk'),
(20616, 96, 14, '18:45.8', 36.81921078, 99.64174003396056, 126, 85, 65, 'Male', 62.37233361905825, 1.8987740991465798, 0.093099056, 41, 17.299971803557977, 98.66666666666667, 'High Risk'),
(20617, 98, 16, '17:45.8', 36.70481092, 98.98114687978716, 133, 83, 73, 'Male', 99.87014655517658, 1.661124901561619, 0.12516014983258061, 50, 36.19354394604026, 99.66666666666666, 'High Risk'),
(20618, 97, 15, '16:45.8', 36.940273193212406, 96.34514338027834, 139, 73, 73, 'Male', 84.35976556672006, 1.7400729654697271, 0.1483099435282228, 66, 27.861240222247837, 95, 'High Risk'),
(20619, 95, 14, '15:45.8', 37.090855474922556, 95.10427304912592, 122, 74, 82, 'Female', 81.68928140277083, 1.7506617591055984, 0.12307665110337491, 48, 26.653889026022668, 90, 'High Risk'),
(20620, 77, 19, '14:45.8', 37.006964522474185, 99.07357145842023, 125, 70, 50, 'Female', 88.72951317601752, 1.844162308590667, 0.1023611525143445, 55, 26.08974387308019, 88.33333333333333, 'Low Risk'),
(20621, 86, 13, '13:45.8', 37.34258521365575, 96.59481103677797, 128, 84, 73, 'Male', 61.396420988013176, 1.6855724953199502, 0.11837596291821785, 44, 21.609672415892618, 98.66666666666667, 'Low Risk'),
(20622, 73, 18, '12:45.8', 36.14267846890273, 99.69194506307927, 136, 87, 40, 'Male', 98.82653041128492, 1.503799651558523, 0.10722270084409988, 49, 43.70122276612112, 103.33333333333333, 'High Risk'),
(20623, 90, 19, '11:45.8', 37.30259180096248, 98.84256194224285, 122, 83, 44, 'Male', 92.10086962449822, 1.8474443468332902, 0.14234182891580693, 39, 26.984911747065688, 96, 'Low Risk'),
(20624, 79, 16, '10:45.8', 36.74325721092113, 96.76880619, 123, 82, 23, 'Male', 93.68829860668313, 1.841147459324794, 0.14157752399115242, 41, 27.638101423361373, 95.66666666666667, 'Low Risk'),
(20625, 80, 16, '09:45.8', 36.028252913098925, 96.98384842459872, 113, 70, 39, 'Female', 99.18896372661604, 1.864864332304727, 0.067997903, 43, 28.521270510029403, 84.33333333333333, 'Low Risk'),
(20626, 72, 13, '08:45.8', 36.75610727545302, 98.00351806130787, 118, 81, 80, 'Female', 51.57557288185314, 1.862631997595301, 0.11995434374366361, 37, 14.865856698854872, 93.33333333333333, 'High Risk'),
(20627, 70, 17, '07:45.8', 36.58549459, 97.69484805228458, 117, 88, 27, 'Male', 56.116105129753294, 1.8213590805297568, 0.083667781, 29, 16.91594909594618, 97.66666666666667, 'High Risk'),
(20628, 80, 14, '06:45.8', 37.345886746340646, 95.05316618618004, 120, 78, 48, 'Female', 94.68339702, 1.6804834163223428, 0.14053843098033833, 42, 33.52782406895649, 92, 'High Risk'),
(20629, 87, 17, '05:45.8', 37.441710713936935, 99.67152889558999, 120, 83, 59, 'Female', 54.301989988108076, 1.9815604101563813, 0.10730229062568844, 37, 13.829329096537002, 95.33333333333333, 'High Risk'),
(20630, 83, 12, '04:45.8', 37.41022613156172, 96.14759737128688, 113, 75, 31, 'Male', 67.55255600845443, 1.9768852459547372, 0.084732372, 38, 17.285377389976794, 87.66666666666667, 'High Risk'),
(20631, 94, 14, '03:45.8', 37.28543829587377, 96.07915795668283, 115, 83, 44, 'Male', 61.280989495206356, 1.5353041559875449, 0.067259307, 32, 25.997819136797283, 93.66666666666667, 'High Risk'),
(20632, 94, 13, '02:45.8', 36.15244956006132, 99.96998353518718, 129, 82, 77, 'Female', 86.24871952524853, 1.5820500471694445, 0.084791783, 47, 34.459757752889935, 97.66666666666667, 'High Risk'),
(20633, 77, 19, '01:45.8', 37.28206052786324, 96.20087285886291, 125, 89, 19, 'Male', 79.38481003, 1.7888056646718984, 0.11223494000445391, 36, 24.80910440933697, 101, 'Low Risk'),
(20634, 98, 14, '00:45.8', 36.48579052, 96.08716278, 138, 79, 83, 'Female', 94.26573780595663, 1.5647316247885792, 0.14233976905851492, 59, 38.50118979971208, 98.66666666666666, 'High Risk'),
(20635, 88, 15, '59:45.8', 37.14491078219883, 96.23292698327408, 110, 71, 49, 'Female', 82.82629520462233, 1.7020121502662928, 0.14255416602602516, 39, 28.59189391266386, 84, 'Low Risk'),
(20636, 60, 14, '58:45.8', 37.30350935036236, 98.57296415469355, 131, 89, 55, 'Female', 96.50864233, 1.5505035834459626, 0.090212601, 42, 40.144001248342434, 103, 'High Risk'),
(20637, 99, 16, '57:45.8', 36.85383502086516, 97.95696334208705, 115, 73, 56, 'Female', 98.22047750950615, 1.875477846577489, 0.067146458, 42, 27.924034380071205, 87, 'High Risk'),
(20638, 75, 15, '56:45.8', 36.345411914002746, 97.41200962363466, 114, 82, 73, 'Male', 78.43803219814572, 1.8670682493305424, 0.11786042123897998, 32, 22.501232270519427, 92.66666666666667, 'Low Risk'),
(20639, 95, 16, '55:45.8', 37.421513836300186, 96.46308362, 114, 73, 35, 'Female', 79.73465452919518, 1.933137798075677, 0.098596158, 41, 21.336417056469386, 86.66666666666667, 'High Risk'),
(20640, 71, 12, '54:45.8', 36.49270948637101, 96.97490542, 126, 78, 24, 'Female', 78.63251049046431, 1.614139765735146, 0.10294163572055898, 48, 30.18004394548496, 94, 'High Risk'),
(20641, 82, 19, '53:45.8', 36.11606670795888, 99.99790964191001, 134, 85, 62, 'Female', 92.91958133288007, 1.8059964116836964, 0.14636137136003974, 49, 28.488755512641628, 101.33333333333333, 'Low Risk'),
(20642, 73, 14, '52:45.8', 36.650157768897024, 98.34388487655671, 134, 87, 54, 'Female', 62.34656076936933, 1.901274215379496, 0.10885046703855199, 47, 17.24737414471416, 102.66666666666667, 'High Risk'),
(20643, 97, 13, '51:45.8', 37.44450859498583, 95.65773560834032, 114, 75, 50, 'Female', 63.889280538150516, 1.9271711542520205, 0.11556919105658119, 39, 17.202335931828447, 88, 'High Risk'),
(20644, 68, 19, '50:45.8', 36.09822338590469, 95.04045679139999, 130, 73, 33, 'Male', 51.658322449850004, 1.8803832794635817, 0.090826661, 57, 14.609909889296333, 92, 'High Risk'),
(20645, 61, 12, '49:45.8', 36.882452303877294, 95.49895496690247, 115, 86, 66, 'Male', 85.27135556455534, 1.535507070468767, 0.051505366681443614, 29, 36.16592071958877, 95.66666666666667, 'High Risk'),
(20646, 99, 17, '48:45.8', 37.35301041790288, 96.76108731257392, 124, 80, 57, 'Male', 79.78135684817802, 1.510651839936766, 0.13722914346488588, 44, 34.96009870638804, 94.66666666666667, 'High Risk'),
(20647, 98, 12, '47:45.8', 36.61597788766959, 99.81218381, 112, 79, 51, 'Male', 69.98398975720966, 1.9384923564621634, 0.0638103, 33, 18.62389489347126, 90, 'High Risk'),
(20648, 85, 17, '46:45.8', 36.549567617551425, 98.36496470378485, 135, 89, 66, 'Male', 65.04354518871111, 1.7138884293744108, 0.054169368, 46, 22.14313514874048, 104.33333333333333, 'Low Risk'),
(20649, 92, 14, '45:45.8', 36.008094305247205, 95.29103384092556, 117, 76, 74, 'Male', 84.46764517358537, 1.9565765733593614, 0.071092145, 41, 22.064631987541688, 89.66666666666667, 'High Risk'),
(20650, 77, 14, '44:45.8', 36.915799725198944, 98.17237292227445, 112, 85, 72, 'Male', 81.24451374891477, 1.9568851185523677, 0.13929589253054697, 27, 21.215993934858517, 94, 'Low Risk'),
(20651, 81, 15, '43:45.8', 37.07494548028757, 96.00007678456586, 121, 77, 60, 'Male', 64.21474082130807, 1.5666836081105489, 0.097172792, 44, 26.162071907102437, 91.66666666666667, 'Low Risk'),
(20652, 62, 18, '42:45.8', 36.945534859920265, 97.50406357338595, 125, 74, 70, 'Male', 64.26780166382713, 1.5804243054555973, 0.058021352, 51, 25.730370780121635, 91, 'Low Risk'),
(20653, 72, 18, '41:45.8', 36.83979396850566, 96.93551982902791, 123, 84, 67, 'Male', 53.759084758201446, 1.7938116259378747, 0.081209191, 39, 16.706989415933617, 97, 'High Risk'),
(20654, 96, 14, '40:45.8', 36.00617484378226, 96.43428046643648, 114, 87, 31, 'Female', 53.24327563522989, 1.821570373490001, 0.093071577, 27, 16.046224274449866, 96, 'High Risk'),
(20655, 72, 14, '39:45.8', 36.46652603864639, 98.66745786071739, 131, 83, 50, 'Male', 79.60440285695526, 1.6664521280401798, 0.10677306612281814, 48, 28.66496424400394, 99, 'Low Risk'),
(20656, 60, 19, '38:45.8', 37.32549895405109, 97.89647030145143, 117, 89, 85, 'Female', 64.05907743111072, 1.7833533876721777, 0.066225082, 28, 20.14215146868225, 98.33333333333333, 'Low Risk'),
(20657, 63, 15, '37:45.8', 36.21332327057958, 98.39183882, 133, 89, 45, 'Female', 77.14940953545936, 1.887426115486208, 0.059614017, 44, 21.656720257691948, 103.66666666666667, 'Low Risk'),
(20658, 96, 18, '36:45.8', 36.53008782660927, 99.94802667486309, 126, 86, 33, 'Female', 92.00169721578581, 1.705624361908337, 0.086667742, 40, 31.624892509603917, 99.33333333333333, 'High Risk'),
(20659, 61, 18, '35:45.8', 36.92609449, 99.66983675685955, 117, 82, 71, 'Female', 60.47549647, 1.9421687132620624, 0.091215623, 35, 16.032658235001765, 93.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(20660, 67, 18, '34:45.8', 36.22113032381566, 95.00688275455025, 113, 83, 36, 'Female', 71.85870356037833, 1.8005620569537586, 0.1193532487981634, 30, 22.164767980016226, 93, 'Low Risk'),
(20661, 68, 15, '33:45.8', 37.22579890891737, 96.54854237409488, 139, 80, 59, 'Female', 81.54542494701465, 1.569548905754006, 0.14818994489386755, 59, 33.101669278703895, 99.66666666666666, 'High Risk'),
(20662, 88, 19, '32:45.8', 36.769502856883165, 97.14448269485581, 120, 70, 35, 'Female', 72.99797445924554, 1.6319679829712317, 0.13838176379322592, 50, 27.408643435128315, 86.66666666666666, 'Low Risk'),
(20663, 96, 17, '31:45.8', 36.54516887827495, 98.40083918493113, 133, 74, 76, 'Female', 91.46565775930475, 1.5679429573007804, 0.12993391603886892, 59, 37.20467750686662, 93.66666666666666, 'High Risk'),
(20664, 93, 17, '30:45.8', 36.29561131934113, 95.58313612518822, 138, 76, 47, 'Male', 69.25834480799362, 1.632196669162264, 0.126354629, 62, 25.997233428326368, 96.66666666666666, 'High Risk'),
(20665, 65, 17, '29:45.8', 37.33002177943029, 96.17389363315554, 115, 79, 87, 'Female', 88.65474770017639, 1.6367222973596813, 0.13365996575922157, 36, 33.09420862432253, 91, 'High Risk'),
(20666, 89, 12, '28:45.8', 36.12741141139192, 99.31313300257966, 129, 85, 75, 'Female', 64.92365112170626, 1.9690318772498991, 0.056722153, 44, 16.74547383934265, 99.66666666666667, 'High Risk'),
(20667, 66, 17, '27:45.8', 36.24905507750063, 99.02576800467479, 129, 89, 18, 'Female', 59.81551594403817, 1.9083695325600822, 0.10380995361640319, 40, 16.424376972791816, 102.33333333333333, 'High Risk'),
(20668, 89, 14, '26:45.8', 37.10592851636393, 95.80268339299907, 138, 70, 19, 'Female', 80.33705608704503, 1.8282153348905945, 0.078192842, 68, 24.035945925325613, 92.66666666666666, 'Low Risk'),
(20669, 81, 15, '25:45.8', 37.36653591494198, 95.76398929353617, 118, 76, 76, 'Male', 63.36704839, 1.5415470290720208, 0.12083334002581803, 42, 26.66551164663733, 90, 'Low Risk'),
(20670, 74, 19, '24:45.8', 37.30916109553193, 97.07281165120646, 126, 71, 51, 'Female', 96.70478479531118, 1.6049068139342724, 0.05998036, 55, 37.544672549655566, 89.33333333333333, 'High Risk'),
(20671, 94, 19, '23:45.8', 36.06635522025718, 97.56330952976779, 139, 86, 64, 'Male', 73.32362220269883, 1.612767988880042, 0.080332354, 53, 28.190327519358693, 103.66666666666666, 'High Risk'),
(20672, 92, 12, '22:45.8', 36.34030472091246, 96.13149759177972, 120, 85, 30, 'Female', 51.41401071688539, 1.5877247571129538, 0.07273294, 35, 20.395344729284968, 96.66666666666667, 'High Risk'),
(20673, 87, 15, '21:45.8', 37.27958227250827, 97.37491208671626, 137, 74, 82, 'Male', 53.27564273003959, 1.8914195409157917, 0.1429279659292459, 63, 14.891997502334503, 95, 'High Risk'),
(20674, 72, 17, '20:45.8', 36.370404385567035, 95.34995270787888, 122, 83, 74, 'Female', 90.25251265386072, 1.509985731470774, 0.11243994401431756, 39, 39.583447363922694, 96, 'High Risk'),
(20675, 91, 19, '19:45.8', 36.47816139893779, 98.68093922, 118, 80, 47, 'Female', 62.80670312842413, 1.654301528723357, 0.1189490640564832, 38, 22.94968107852657, 92.66666666666667, 'High Risk'),
(20676, 75, 16, '18:45.8', 36.21003186, 97.05371181032719, 136, 78, 50, 'Female', 69.90499416303464, 1.787177551, 0.082740763, 58, 21.88632292239436, 97.33333333333333, 'Low Risk'),
(20677, 71, 12, '17:45.8', 36.622391047707815, 97.84742752177479, 139, 88, 25, 'Female', 67.95850639428446, 1.8270863605252794, 0.057166722, 51, 20.357557690375284, 105, 'Low Risk'),
(20678, 92, 14, '16:45.8', 37.08061693402747, 96.10618451112241, 121, 89, 49, 'Female', 93.85301266017645, 1.6964075868533763, 0.1043654868081095, 32, 32.61277887026935, 99.66666666666667, 'High Risk'),
(20679, 61, 17, '15:45.8', 36.115638980754305, 97.54541687399409, 135, 84, 60, 'Male', 62.73572648582944, 1.6870436949170384, 0.073448409, 51, 22.04257207, 101, 'Low Risk'),
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(20858, 72, 12, '16:45.8', 37.15715782, 96.22555076207294, 113, 76, 32, 'Male', 55.68982717523549, 1.964385252372521, 0.1486994813477753, 37, 14.431867738885956, 88.33333333333333, 'High Risk'),
(20859, 62, 12, '15:45.8', 37.45825536749302, 96.44735126422782, 126, 87, 75, 'Male', 51.95002330148187, 1.804986044389692, 0.076885684, 39, 15.945496620977725, 100, 'High Risk'),
(20860, 67, 16, '14:45.8', 36.835749238828484, 96.04719390914934, 124, 87, 77, 'Female', 77.03533347172416, 1.7073325330678786, 0.1398554665580169, 37, 26.42735722381666, 99.33333333333333, 'Low Risk'),
(20861, 67, 14, '13:45.8', 36.58799363672391, 97.32725449679732, 113, 81, 84, 'Male', 85.65103307558604, 1.5308910218151777, 0.10269792166065181, 32, 36.546353731250306, 91.66666666666667, 'High Risk'),
(20862, 68, 16, '12:45.8', 36.737683364720155, 99.27414819, 136, 70, 52, 'Female', 92.76741643, 1.7268356304558719, 0.067739693, 66, 31.10953069581379, 92, 'High Risk'),
(20863, 63, 19, '11:45.8', 36.73905298876178, 97.35320784047713, 116, 75, 48, 'Male', 56.65683103, 1.803154213025225, 0.070302962, 41, 17.42555173396752, 88.66666666666667, 'High Risk'),
(20864, 60, 13, '10:45.8', 36.99228761120532, 98.56139877, 112, 72, 69, 'Male', 98.04557908078027, 1.6977214888464744, 0.093287601, 40, 34.01693063, 85.33333333333333, 'High Risk'),
(20865, 78, 19, '09:45.8', 37.07949572220456, 95.82890009542072, 137, 70, 25, 'Female', 77.51685710781486, 1.5815715832095436, 0.1306733743102813, 67, 30.989776897041505, 92.33333333333333, 'High Risk'),
(20866, 76, 19, '08:45.8', 36.533306153607086, 96.70792884488927, 126, 86, 68, 'Female', 52.71505443896488, 1.614918238, 0.10109620374839216, 40, 20.213130545024786, 99.33333333333333, 'Low Risk'),
(20867, 78, 17, '07:45.8', 36.309711539644525, 95.90496047396528, 117, 88, 59, 'Female', 97.30794568714832, 1.5820756667805056, 0.11366902903922338, 29, 38.87709468212884, 97.66666666666667, 'High Risk'),
(20868, 60, 16, '06:45.8', 37.422694242367534, 96.01217683620594, 137, 70, 71, 'Female', 72.29656915568181, 1.979499884171583, 0.1361028642087053, 67, 18.450439974222288, 92.33333333333333, 'High Risk'),
(20869, 87, 15, '05:45.8', 36.330208079000094, 98.13277115155002, 133, 89, 44, 'Male', 92.52644681143049, 1.727343672419047, 0.12959506498125667, 44, 31.010472098449558, 103.66666666666667, 'High Risk'),
(20870, 80, 12, '04:45.8', 36.92619005455979, 95.28861081601163, 129, 85, 18, 'Female', 66.20613567, 1.891380554, 0.099725606, 44, 18.507186451068964, 99.66666666666667, 'Low Risk'),
(20871, 70, 16, '03:45.8', 37.40081082003996, 99.10717847910465, 135, 82, 81, 'Male', 83.15145515, 1.777170702863072, 0.08754152, 53, 26.327617728155236, 99.66666666666666, 'Low Risk'),
(20872, 63, 15, '02:45.8', 37.12029818098964, 96.10709630191204, 129, 89, 63, 'Male', 63.657522146427866, 1.6939378237057103, 0.13581137534998902, 40, 22.184763277965082, 102.33333333333333, 'Low Risk'),
(20873, 97, 17, '01:45.8', 37.29084032493661, 98.14680147960934, 126, 79, 69, 'Male', 95.23063840624648, 1.5152901222962887, 0.11802096962229065, 47, 41.47487743973816, 94.66666666666667, 'High Risk'),
(20874, 79, 13, '00:45.8', 36.88961066768634, 98.80310255, 117, 78, 41, 'Female', 51.98074143696399, 1.5070544674886768, 0.14642234668654439, 39, 22.886773540173984, 91, 'Low Risk'),
(20875, 79, 14, '59:45.8', 37.183578857614506, 99.41652365543254, 112, 89, 26, 'Male', 68.35756962786422, 1.8886079050246964, 0.08631536, 23, 19.164743329720977, 96.66666666666667, 'Low Risk'),
(20876, 78, 19, '58:45.8', 37.120634695353104, 97.34836062045348, 139, 72, 39, 'Male', 64.90558616061583, 1.649781612236727, 0.076910329, 67, 23.846747801066176, 94.33333333333333, 'Low Risk'),
(20877, 65, 12, '57:45.8', 36.93816702, 98.74551199, 111, 76, 33, 'Male', 56.81434314077558, 1.7146584327287222, 0.060438807931135485, 35, 19.32425459, 87.66666666666667, 'Low Risk'),
(20878, 62, 12, '56:45.8', 36.941055753837105, 98.38105532117937, 126, 77, 38, 'Female', 56.626937978137136, 1.6117893766748883, 0.12257228555396629, 49, 21.79749066726402, 93.33333333333333, 'Low Risk'),
(20879, 81, 12, '55:45.8', 36.99438464243028, 99.62661501249131, 118, 85, 30, 'Female', 76.26679768541102, 1.7164218498125507, 0.06584568, 33, 25.887340892336493, 96, 'Low Risk'),
(20880, 99, 18, '54:45.8', 36.167617882252664, 96.40404338, 134, 88, 23, 'Male', 96.34946434587934, 1.8255507097520345, 0.12429722071984899, 46, 28.910892719595164, 103.33333333333333, 'High Risk'),
(20881, 94, 14, '53:45.8', 37.20256998175948, 98.12135968716952, 119, 70, 78, 'Female', 57.42535360584463, 1.7895962426797059, 0.13295885464923693, 49, 17.930547865189872, 86.33333333333333, 'High Risk'),
(20882, 85, 17, '52:45.8', 36.56275404326628, 99.20785763, 134, 86, 84, 'Female', 79.08508168395988, 1.571774933121474, 0.11213840373369305, 48, 32.01207685733151, 102, 'High Risk'),
(20883, 94, 12, '51:45.8', 36.85679727060846, 98.07182868841797, 125, 70, 54, 'Female', 52.43045039032708, 1.6685201181307476, 0.13999288267812843, 55, 18.833051473460216, 88.33333333333333, 'High Risk'),
(20884, 87, 16, '50:45.8', 36.64812229244441, 99.11959829192577, 126, 87, 81, 'Male', 94.13007422510921, 1.7799402239387083, 0.055666400998266835, 39, 29.71102029624057, 100, 'Low Risk'),
(20885, 98, 15, '49:45.8', 37.34065058068241, 98.55923277, 134, 76, 88, 'Male', 95.23939139051045, 1.965655240617771, 0.12399716394661257, 58, 24.649148105619812, 95.33333333333333, 'High Risk'),
(20886, 85, 12, '48:45.8', 36.824668059607205, 98.01491124634214, 119, 75, 49, 'Female', 74.60404816, 1.862428872984055, 0.076677401, 44, 21.50814730102647, 89.66666666666667, 'Low Risk'),
(20887, 73, 13, '47:45.8', 37.15994990033369, 99.22399937, 127, 71, 76, 'Female', 53.722425158169386, 1.969759294753822, 0.083300408, 56, 13.846158302747186, 89.66666666666666, 'High Risk'),
(20888, 91, 18, '46:45.8', 37.24474870047644, 98.44883170905143, 131, 70, 32, 'Male', 72.21766115230163, 1.6263220309358224, 0.13538739956672602, 61, 27.30425484675077, 90.33333333333333, 'High Risk'),
(20889, 71, 15, '45:45.8', 37.45196761856776, 97.08144361762824, 124, 82, 41, 'Female', 52.21584683698092, 1.9845933091587828, 0.051820237, 42, 13.257428089087933, 96, 'High Risk'),
(20890, 73, 18, '44:45.8', 37.49722788556819, 95.53212202873758, 118, 86, 30, 'Female', 56.775646250861776, 1.5702535160727595, 0.1338362481894963, 32, 23.026214034139763, 96.66666666666667, 'Low Risk'),
(20891, 99, 12, '43:45.8', 37.45685000601452, 99.31617230098175, 121, 83, 24, 'Male', 83.20270321810384, 1.7211899111845412, 0.092883002, 38, 28.085350811612503, 95.66666666666667, 'High Risk'),
(20892, 62, 12, '42:45.8', 36.39430171400991, 96.36204085623751, 122, 77, 66, 'Male', 87.13012370019032, 1.6896968974299822, 0.102323628, 45, 30.517623961330997, 92, 'High Risk'),
(20893, 63, 19, '41:45.8', 37.48595436569524, 97.76051193059402, 118, 87, 56, 'Female', 77.20462922884654, 1.5075536379182366, 0.14615793819184503, 31, 33.970175889472564, 97.33333333333333, 'High Risk'),
(20894, 88, 13, '40:45.8', 36.54347204180473, 99.48091577237992, 115, 88, 52, 'Female', 51.87954089531072, 1.8843061328394455, 0.064251153, 27, 14.611446119658506, 97, 'High Risk'),
(20895, 85, 19, '39:45.8', 37.43931027431797, 95.95637472, 124, 70, 46, 'Male', 88.85768088796607, 1.7448984132695797, 0.10403662389692417, 54, 29.184662736650793, 88, 'Low Risk'),
(20896, 66, 12, '38:45.8', 36.06584602671712, 96.42405973, 118, 85, 66, 'Male', 90.07471200374589, 1.834380094855235, 0.10351732346480982, 33, 26.768511599240156, 96, 'Low Risk'),
(20897, 65, 14, '37:45.8', 36.75317863, 99.47045752966623, 113, 76, 48, 'Male', 83.70918874607364, 1.5702899713039866, 0.11693764893997828, 37, 33.947939452653976, 88.33333333333333, 'High Risk'),
(20898, 73, 12, '36:45.8', 37.30129586642722, 96.50993653841714, 136, 76, 49, 'Female', 57.18443924586851, 1.5180912387182461, 0.081603272, 60, 24.81316246097968, 96, 'Low Risk'),
(20899, 92, 19, '35:45.8', 36.49485098361171, 95.21025494358749, 120, 80, 45, 'Male', 85.92746149, 1.919934596552918, 0.1279442999716479, 40, 23.31090383815288, 93.33333333333333, 'High Risk'),
(20900, 81, 13, '34:45.8', 36.08519706559149, 98.88002824415231, 126, 78, 48, 'Female', 72.14472233283428, 1.6235199292013478, 0.14524304576722946, 48, 27.37091513318399, 94, 'Low Risk'),
(20901, 78, 14, '33:45.8', 36.3190221, 98.03321398007121, 138, 76, 78, 'Female', 61.57480763613802, 1.7090907457854279, 0.069562395, 62, 21.080107366991353, 96.66666666666666, 'Low Risk'),
(20902, 88, 17, '32:45.8', 36.79875820674619, 98.44518074956115, 128, 81, 26, 'Male', 71.69544168252747, 1.6016848111444328, 0.11697617749757573, 47, 27.947143844527314, 96.66666666666667, 'Low Risk'),
(20903, 82, 19, '31:45.8', 36.56237640371903, 97.44410229880728, 135, 78, 59, 'Male', 92.21819215247956, 1.8451557185040453, 0.056647633390145835, 57, 27.086354430933447, 97, 'Low Risk'),
(20904, 73, 15, '30:45.8', 36.87690854497112, 97.27225315854078, 125, 72, 24, 'Male', 77.33402797687381, 1.813721723440851, 0.12194962459085985, 53, 23.508738320166106, 89.66666666666666, 'Low Risk'),
(20905, 97, 14, '29:45.8', 36.649846587080276, 99.18708801044687, 133, 89, 69, 'Female', 58.66139165005352, 1.9427286940534056, 0.10935233750673978, 44, 15.542756823558316, 103.66666666666667, 'High Risk'),
(20906, 82, 14, '28:45.8', 36.66856383098493, 98.43661490793727, 125, 88, 77, 'Female', 64.12942682531144, 1.7636978128490415, 0.085160292, 37, 20.616218367249452, 100.33333333333333, 'Low Risk'),
(20907, 60, 16, '27:45.8', 36.515202478286874, 98.60618461394382, 115, 76, 49, 'Female', 63.75747567696402, 1.9107801158730953, 0.13444300795853847, 39, 17.462631414545573, 89, 'High Risk'),
(20908, 94, 15, '26:45.8', 36.692637534206014, 96.25319606038387, 122, 89, 49, 'Female', 87.27209132208024, 1.5238534778288089, 0.14350708528809264, 33, 37.58278522263106, 100, 'High Risk'),
(20909, 65, 18, '25:45.8', 36.01572060533341, 96.97069795097035, 133, 81, 22, 'Female', 80.29907137, 1.6330766407736106, 0.093790075, 52, 30.109073323312984, 98.33333333333333, 'High Risk'),
(20910, 88, 15, '24:45.8', 36.07691001116665, 98.61448538, 121, 79, 75, 'Female', 77.62073935454396, 1.5366923494344218, 0.07438241, 42, 32.87031885802323, 93, 'High Risk'),
(20911, 79, 16, '23:45.8', 36.297488496872425, 96.64588932085664, 122, 72, 73, 'Female', 91.67899703717613, 1.8687547080871405, 0.1273196182711565, 50, 26.252172775767388, 88.66666666666666, 'Low Risk'),
(20912, 81, 18, '22:45.8', 37.40835840420176, 95.77793077179331, 112, 88, 48, 'Male', 82.32842671411154, 1.8921796331322773, 0.11506226008724435, 24, 22.99455922, 96, 'Low Risk'),
(20913, 65, 19, '21:45.8', 36.85060241809738, 97.47251109, 129, 84, 65, 'Male', 88.08616588974809, 1.8589704072402449, 0.09306529, 45, 25.48958438713564, 99, 'Low Risk'),
(20914, 76, 15, '20:45.8', 37.30590605859063, 95.85912111508381, 136, 86, 81, 'Female', 53.62355062230764, 1.760646099560513, 0.060356789, 50, 17.29861882212904, 102.66666666666666, 'High Risk'),
(20915, 87, 15, '19:45.8', 36.11483239323082, 99.72083205082498, 127, 75, 79, 'Female', 90.62381738, 1.6456602280521528, 0.053410837342351816, 52, 33.46277902318887, 92.33333333333333, 'High Risk'),
(20916, 79, 13, '18:45.8', 36.275741229344014, 99.41071064500296, 126, 86, 60, 'Male', 73.03098635, 1.854243951036568, 0.11536470336600567, 40, 21.240924947602366, 99.33333333333333, 'Low Risk'),
(20917, 86, 12, '17:45.8', 37.01395304100111, 96.45127586693502, 133, 86, 73, 'Male', 92.64995942173834, 1.5394155417421989, 0.11290823404230828, 47, 39.096105665204384, 101.66666666666667, 'High Risk'),
(20918, 71, 16, '16:45.8', 36.47758532, 98.94462342994896, 128, 71, 88, 'Female', 80.99594368635056, 1.9035380777025561, 0.13129035328205424, 57, 22.353222052648405, 90, 'Low Risk'),
(20919, 84, 16, '15:45.8', 36.997372876391374, 97.61689734216847, 120, 76, 71, 'Female', 81.42473474008509, 1.6421613582267007, 0.066694419, 44, 30.194281205351817, 90.66666666666667, 'High Risk'),
(20920, 98, 19, '14:45.8', 37.36459573005314, 99.32560835, 138, 81, 21, 'Male', 56.65865877, 1.9436314035083706, 0.10083498991622789, 57, 14.998177009484795, 100, 'High Risk'),
(20921, 69, 17, '13:45.8', 36.56342313517189, 96.76588333175147, 111, 76, 32, 'Male', 67.26804364040163, 1.8185313872065716, 0.1381653402659899, 35, 20.340760899378935, 87.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(20922, 97, 12, '12:45.8', 37.36324251720411, 99.17362111, 121, 70, 47, 'Male', 67.30812219519967, 1.7779691426998412, 0.14179148464192148, 51, 21.2921264, 87, 'High Risk'),
(20923, 76, 17, '11:45.8', 36.22624487025251, 95.54829626455603, 112, 87, 58, 'Male', 73.77036929898014, 1.889932811142013, 0.12694600472847178, 25, 20.653289270127015, 95.33333333333333, 'Low Risk'),
(20924, 68, 17, '10:45.8', 36.11209997, 95.26993639487799, 121, 76, 73, 'Female', 97.88139574369372, 1.9688178008907276, 0.086316432, 45, 25.251611491321253, 91, 'Low Risk'),
(20925, 84, 16, '09:45.8', 36.37245648752187, 99.67280813078939, 112, 87, 70, 'Female', 91.08680184487258, 1.6989172251237892, 0.062575518, 25, 31.558112100773766, 95.33333333333333, 'High Risk'),
(20926, 61, 14, '08:45.8', 37.43669719014172, 99.75121110542484, 120, 87, 45, 'Male', 60.160443403709756, 1.854699819748513, 0.12132397203005618, 33, 17.488951322955735, 98, 'High Risk'),
(20927, 72, 17, '07:45.8', 36.21754534298844, 98.45905262952327, 131, 89, 72, 'Female', 56.20350008, 1.8147845983636695, 0.098822443, 42, 17.06527112, 103, 'High Risk'),
(20928, 85, 18, '06:45.8', 36.22890396679667, 96.69172997560806, 130, 72, 69, 'Male', 97.71042631046369, 1.5824854307798404, 0.11917543711857113, 58, 39.01768223004983, 91.33333333333333, 'High Risk'),
(20929, 63, 16, '05:45.8', 37.39166228362003, 97.40594787017207, 118, 73, 46, 'Female', 75.60477602021219, 1.7772577581096893, 0.105097281, 45, 23.93582460164132, 88, 'Low Risk'),
(20930, 89, 19, '04:45.8', 36.60910452, 96.07353241453987, 123, 82, 24, 'Female', 68.20409448908015, 1.6063877770821868, 0.12389249929436422, 41, 26.43076087, 95.66666666666667, 'Low Risk'),
(20931, 72, 17, '03:45.8', 36.93769908380047, 99.90462725, 136, 86, 39, 'Female', 84.37966768912813, 1.8874142257518058, 0.061790452, 50, 23.686634711041695, 102.66666666666666, 'Low Risk'),
(20932, 69, 19, '02:45.8', 37.43931568455257, 99.86899452466412, 138, 82, 34, 'Male', 95.50204917935366, 1.8835701109722125, 0.10887702573130874, 56, 26.91839177723565, 100.66666666666666, 'Low Risk'),
(20933, 78, 14, '01:45.8', 36.37298903455571, 97.72475978424517, 116, 89, 37, 'Female', 97.84736741492338, 1.794174068880283, 0.13275069714786464, 27, 30.39624905968962, 98, 'High Risk'),
(20934, 87, 15, '00:45.8', 37.245106585460746, 97.00411151, 124, 83, 26, 'Male', 78.62866675807109, 1.8034227782101884, 0.052334418, 41, 24.176075889096822, 96.66666666666667, 'Low Risk'),
(20935, 84, 12, '59:45.8', 37.13911485031582, 98.70899383041554, 139, 73, 50, 'Female', 56.94088410003962, 1.917076870259022, 0.14635639930095448, 66, 15.49334355443047, 95, 'High Risk'),
(20936, 89, 15, '58:45.8', 36.70183187, 98.43688210160563, 133, 88, 42, 'Male', 65.01714711876491, 1.566607624, 0.13912930627545858, 45, 26.49155417230489, 103, 'Low Risk'),
(20937, 75, 15, '57:45.8', 36.62781256321608, 97.61787424132872, 118, 85, 60, 'Male', 55.62965798774226, 1.695991129002856, 0.13044184267615883, 33, 19.340123243194398, 96, 'Low Risk'),
(20938, 90, 13, '56:45.8', 37.36671375415878, 95.16807190458523, 138, 87, 61, 'Male', 54.503626496279445, 1.8458720361476046, 0.089181216, 51, 15.996398647539596, 104, 'High Risk'),
(20939, 90, 12, '55:45.8', 37.307311803225645, 95.81196161444096, 136, 89, 42, 'Male', 78.56714086249227, 1.9831008087292075, 0.1272302829778323, 47, 19.977970418414717, 104.66666666666667, 'Low Risk'),
(20940, 78, 17, '54:45.8', 36.112067619647306, 99.46672971167521, 117, 76, 18, 'Male', 75.65359754051318, 1.646488221146316, 0.10365110986274294, 41, 27.906947057175252, 89.66666666666667, 'Low Risk'),
(20941, 73, 17, '53:45.8', 37.45068730214021, 98.22969558642008, 137, 80, 70, 'Female', 70.16171923993232, 1.8338363054862734, 0.10827349704349748, 57, 20.863112001116278, 99, 'Low Risk'),
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(21119, 76, 16, '55:45.8', 37.39892460460529, 99.11206919377507, 127, 82, 30, 'Male', 60.362758625528556, 1.6352498433830018, 0.11803117451443172, 45, 22.573601121610885, 97, 'Low Risk'),
(21120, 67, 12, '54:45.8', 36.17731120481085, 98.72233815073483, 129, 75, 62, 'Female', 57.513646813270455, 1.877088294, 0.1442804985333348, 54, 16.32305723310762, 93, 'High Risk'),
(21121, 86, 15, '53:45.8', 37.38652613154673, 98.11593665, 130, 89, 69, 'Male', 57.15043956867987, 1.8100686163127924, 0.1449983090709576, 41, 17.443334061368677, 102.66666666666667, 'High Risk'),
(21122, 69, 14, '52:45.8', 37.33841144, 97.68209107008664, 117, 81, 28, 'Male', 86.49704839137866, 1.8977279954209536, 0.12538994229549913, 36, 24.017807471425268, 93, 'Low Risk'),
(21123, 71, 19, '51:45.8', 37.26724997390185, 96.54197165990847, 126, 70, 31, 'Male', 51.34076008038616, 1.8048219039114533, 0.099532851, 56, 15.761356337079352, 88.66666666666666, 'High Risk'),
(21124, 63, 15, '50:45.8', 36.40631730543959, 96.05826615293839, 114, 86, 20, 'Male', 54.18312247757231, 1.945443020706533, 0.10606347942163313, 28, 14.316174986884784, 95.33333333333333, 'High Risk'),
(21125, 67, 15, '49:45.8', 36.82655298611138, 95.86306802453996, 120, 71, 60, 'Male', 87.01992605, 1.7888847867008064, 0.087316981, 49, 27.192802505445865, 87.33333333333333, 'Low Risk'),
(21126, 95, 16, '48:45.8', 37.16037851318914, 98.08819810220105, 132, 86, 51, 'Female', 75.96596404330192, 1.8284240471303514, 0.14362304797065056, 46, 22.722975737698874, 101.33333333333333, 'High Risk'),
(21127, 61, 16, '47:45.8', 36.52563424817043, 99.87519751474083, 117, 76, 51, 'Male', 74.13678917935633, 1.6461819340175838, 0.14653055012436045, 41, 27.357607259557167, 89.66666666666667, 'Low Risk'),
(21128, 88, 19, '46:45.8', 36.910244156066156, 95.21473488079968, 119, 70, 53, 'Female', 74.73887497, 1.9210269856912847, 0.12633168094316272, 49, 20.252545888252023, 86.33333333333333, 'Low Risk'),
(21129, 87, 14, '45:45.8', 36.12147428615506, 95.96260588, 136, 71, 39, 'Female', 65.61513976865142, 1.7484155451868042, 0.092854629, 65, 21.464201660260695, 92.66666666666666, 'Low Risk'),
(21130, 79, 18, '44:45.8', 36.250978921128024, 95.11823517196503, 122, 87, 56, 'Male', 55.884177584255255, 1.6380528609600218, 0.078141549, 35, 20.82730317, 98.66666666666667, 'Low Risk'),
(21131, 87, 19, '43:45.8', 37.032873341159764, 98.85585665219372, 125, 74, 63, 'Female', 58.81716953221621, 1.9864130960608322, 0.057743856, 51, 14.906132642600049, 91, 'High Risk'),
(21132, 68, 14, '42:45.8', 36.566585908474806, 97.43053327897196, 113, 82, 66, 'Female', 61.19060414926353, 1.5845583150270066, 0.080007108, 31, 24.37071593601258, 92.33333333333333, 'Low Risk'),
(21133, 73, 14, '41:45.8', 36.65596003374667, 97.93023025692605, 120, 83, 48, 'Male', 55.71554760796841, 1.7097853701682855, 0.13398572673443299, 37, 19.058697193055227, 95.33333333333333, 'Low Risk'),
(21134, 62, 16, '40:45.8', 37.232708310620836, 97.47574834452453, 115, 85, 65, 'Male', 95.39799891, 1.7201823770303686, 0.13819052116984104, 30, 32.23964691198917, 95, 'High Risk'),
(21135, 90, 13, '39:45.8', 36.954413498457114, 98.26709334403553, 112, 72, 57, 'Female', 54.59434243060495, 1.9371252786324467, 0.058472689, 40, 14.548969130470562, 85.33333333333333, 'High Risk'),
(21136, 86, 18, '38:45.8', 37.38328026497461, 96.40575829257433, 135, 84, 61, 'Female', 95.04839338203116, 1.9084149468574396, 0.075056737, 51, 26.097515347411886, 101, 'Low Risk'),
(21137, 65, 17, '37:45.8', 36.94056999371623, 99.07006860457575, 111, 85, 84, 'Male', 57.544881936936726, 1.723741107533115, 0.14042081550883773, 26, 19.367012188947687, 93.66666666666667, 'Low Risk'),
(21138, 99, 13, '36:45.8', 36.35238221100242, 95.92136504713947, 113, 81, 66, 'Female', 75.44348086196234, 1.6169612459277212, 0.052587604, 32, 28.85509414194193, 91.66666666666667, 'High Risk'),
(21139, 88, 17, '35:45.8', 37.05467294470858, 97.78858821, 114, 70, 66, 'Female', 66.41441408, 1.9265759557405722, 0.097751772, 44, 17.893284773842744, 84.66666666666667, 'High Risk'),
(21140, 85, 15, '34:45.8', 37.17190832269662, 98.89882033693888, 137, 70, 36, 'Female', 83.03921331496795, 1.647887967315697, 0.079089333, 67, 30.579322628302304, 92.33333333333333, 'High Risk'),
(21141, 79, 13, '33:45.8', 36.224933973229916, 95.61763446848224, 132, 82, 45, 'Male', 76.83183084982956, 1.9392605152262403, 0.069961604, 50, 20.43002378600511, 98.66666666666666, 'Low Risk'),
(21142, 63, 13, '32:45.8', 36.56649033214566, 99.49535799719145, 115, 75, 69, 'Male', 54.80965079971055, 1.8361709254166176, 0.085030519, 40, 16.25664127188725, 88.33333333333333, 'High Risk'),
(21143, 94, 16, '31:45.8', 36.967928339781665, 96.77304283803804, 130, 75, 61, 'Female', 63.678725852732015, 1.8847316442920072, 0.075923932, 55, 17.926492359011487, 93.33333333333333, 'High Risk'),
(21144, 97, 17, '30:45.8', 36.53669807761995, 96.55889499030583, 114, 81, 78, 'Male', 74.71426972427932, 1.7710797398053986, 0.13788175636983943, 33, 23.81920849584308, 92, 'High Risk'),
(21145, 79, 13, '29:45.8', 36.59983150776493, 95.56358244595408, 123, 72, 47, 'Female', 77.10763467670728, 1.8813572191990064, 0.11216859840999205, 51, 21.784863978617498, 89, 'Low Risk'),
(21146, 73, 16, '28:45.8', 36.00653563171975, 95.08042534, 111, 82, 55, 'Male', 69.80422258430875, 1.7908197642985662, 0.073846319, 29, 21.76596553017684, 91.66666666666667, 'Low Risk'),
(21147, 80, 17, '27:45.8', 36.70168261326212, 97.52898477, 116, 79, 45, 'Male', 82.53267073524664, 1.8311198969739308, 0.11823046502154676, 37, 24.614574660785884, 91.33333333333333, 'Low Risk'),
(21148, 89, 12, '26:45.8', 36.67276138531119, 99.12994468108799, 115, 89, 22, 'Female', 54.53575164212049, 1.6484225094147393, 0.13868023638255952, 26, 20.069854810613318, 97.66666666666667, 'Low Risk'),
(21149, 81, 14, '25:45.8', 37.09850429763969, 97.41843928479209, 117, 75, 66, 'Female', 80.31322985190012, 1.655742576476725, 0.095556187, 42, 29.295536686894454, 89, 'Low Risk'),
(21150, 92, 19, '24:45.8', 36.83652839489187, 99.22989182512808, 111, 78, 22, 'Female', 59.77692188879043, 1.511634722633082, 0.1111819329378897, 33, 26.16012588921067, 89, 'High Risk'),
(21151, 60, 15, '23:45.8', 36.69291120732664, 99.93215591676177, 127, 84, 44, 'Male', 92.99088180359335, 1.9089735032326758, 0.083427946, 43, 25.517643471879275, 98.33333333333333, 'Low Risk'),
(21152, 63, 18, '22:45.8', 37.37329205617268, 97.77500989973794, 123, 89, 87, 'Female', 95.96526357338124, 1.644726345742801, 0.14947221746233874, 34, 35.47535598457457, 100.33333333333333, 'High Risk'),
(21153, 85, 19, '21:45.8', 36.03329494, 99.99017600845181, 125, 80, 18, 'Female', 92.48455785838254, 1.5004287804832594, 0.076749272, 45, 41.08075841033002, 95, 'High Risk'),
(21154, 76, 18, '20:45.8', 36.03929496362567, 99.74222440465013, 122, 77, 78, 'Female', 80.1292238, 1.6301347973182119, 0.092925945, 45, 30.15392842412084, 92, 'High Risk'),
(21155, 95, 18, '19:45.8', 36.840081852525664, 97.14125202243672, 114, 87, 79, 'Female', 78.08999656521917, 1.9705968053784386, 0.14245085558732928, 27, 20.10943436148468, 96, 'High Risk'),
(21156, 63, 17, '18:45.8', 36.55553068819445, 97.54907973, 112, 75, 28, 'Female', 79.44674040231344, 1.9826462541605236, 0.12931448328955836, 37, 20.210898251413976, 87.33333333333333, 'Low Risk'),
(21157, 63, 13, '17:45.8', 36.62103810996373, 97.66394316, 118, 78, 29, 'Female', 86.50138876612874, 1.5444460615578113, 0.099895266, 40, 36.264157225333825, 91.33333333333333, 'High Risk'),
(21158, 68, 13, '16:45.8', 36.294515687792995, 98.69407544859027, 113, 88, 27, 'Male', 83.98464329350693, 1.7301805554227396, 0.089877049, 25, 28.05543637850422, 96.33333333333333, 'Low Risk'),
(21159, 92, 18, '15:45.8', 36.686726140515304, 95.28909171272744, 123, 73, 40, 'Male', 58.35863356029259, 1.7573609868157813, 0.050894509915104705, 50, 18.89657749013903, 89.66666666666666, 'High Risk'),
(21160, 75, 16, '14:45.8', 36.36813827837304, 95.83803111579701, 135, 75, 42, 'Male', 72.33249074417216, 1.5946033221008953, 0.080296528, 60, 28.44645098934676, 95, 'Low Risk'),
(21161, 77, 12, '13:45.8', 36.028133935386464, 97.74483978551824, 138, 74, 47, 'Female', 91.81491930414862, 1.6285922604122982, 0.14962518369903266, 64, 34.61692791726306, 95.33333333333333, 'High Risk'),
(21162, 83, 14, '12:45.8', 36.928359980463995, 98.46121842357583, 133, 88, 46, 'Male', 61.62799287772437, 1.731496533275989, 0.14553029257817673, 45, 20.555818339321917, 103, 'Low Risk'),
(21163, 95, 18, '11:45.8', 36.89940526626728, 97.59534705468461, 117, 85, 72, 'Male', 90.90401472965559, 1.8643502670971057, 0.064452372, 32, 26.15339334, 95.66666666666667, 'High Risk'),
(21164, 77, 13, '10:45.8', 36.680437318467014, 97.39756435814543, 124, 83, 69, 'Male', 96.85409955837326, 1.7063985039763094, 0.14074359723452068, 41, 33.262668264648205, 96.66666666666667, 'High Risk'),
(21165, 87, 17, '09:45.8', 37.31674612343224, 98.62576249685917, 126, 79, 68, 'Female', 98.77878882469489, 1.9221990408723097, 0.059942189, 47, 26.734187172891517, 94.66666666666667, 'Low Risk'),
(21166, 80, 15, '08:45.8', 36.276771038690036, 97.77591350328387, 127, 80, 71, 'Female', 95.71812538349283, 1.5373641800349935, 0.10791316588150351, 47, 40.49866138144618, 95.66666666666667, 'High Risk'),
(21167, 86, 16, '07:45.8', 36.15579450259144, 95.71177117878129, 128, 70, 46, 'Male', 79.40158301940806, 1.9881591164259704, 0.1396796075052184, 58, 20.08754594644456, 89.33333333333333, 'Low Risk'),
(21168, 74, 18, '06:45.8', 36.003164977042026, 98.47846065, 110, 71, 70, 'Female', 79.89080275, 1.6774266426423583, 0.075240217, 39, 28.39289730849674, 84, 'Low Risk'),
(21169, 90, 19, '05:45.8', 36.03147955062114, 95.48938697, 117, 79, 87, 'Male', 82.12741205834118, 1.593447278861464, 0.088338911, 38, 32.34541592815604, 91.66666666666667, 'High Risk'),
(21170, 82, 19, '04:45.8', 37.48081010042176, 99.44814427988096, 121, 79, 50, 'Female', 54.624927776622044, 1.6692185746310202, 0.058403546941506526, 42, 19.604892181192785, 93, 'Low Risk'),
(21171, 61, 12, '03:45.8', 36.00508801820133, 98.28980560514277, 119, 87, 63, 'Female', 82.00986644618388, 1.6646662541000794, 0.10629109444142303, 32, 29.594550860622057, 97.66666666666667, 'Low Risk'),
(21172, 89, 15, '02:45.8', 37.14485067794091, 96.89413806391467, 130, 87, 87, 'Female', 92.82189334245612, 1.5054405491154097, 0.10517807338910354, 43, 40.95653463626397, 101.33333333333333, 'High Risk'),
(21173, 87, 14, '01:45.8', 36.21480206248811, 96.74618024306598, 137, 74, 64, 'Female', 67.74829949077294, 1.9357218334207038, 0.07066439, 63, 18.080585979036616, 95, 'High Risk'),
(21174, 97, 16, '00:45.8', 36.09803636597711, 99.97245121579303, 139, 76, 50, 'Male', 89.88069102190633, 1.7064385109526001, 0.071894993, 63, 30.866338545244364, 97, 'High Risk'),
(21175, 68, 17, '59:45.8', 36.391208941489225, 96.84943272782178, 128, 71, 47, 'Male', 90.33729387594177, 1.712282499598415, 0.059425379, 57, 30.811741158602256, 90, 'High Risk'),
(21176, 89, 17, '58:45.8', 37.288476658538166, 98.80484593380169, 123, 89, 77, 'Male', 85.92384394, 1.9294353600076364, 0.078480622, 34, 23.08092611900909, 100.33333333333333, 'Low Risk'),
(21177, 95, 15, '57:45.8', 36.23775613300125, 95.88741720628731, 127, 86, 41, 'Male', 74.31212630925292, 1.5779162393272792, 0.062456951, 41, 29.84638909912636, 99.66666666666667, 'High Risk'),
(21178, 86, 17, '56:45.8', 36.31513326660626, 97.90375413812792, 113, 86, 22, 'Male', 84.64389883911002, 1.5608191603113677, 0.1123949718098495, 27, 34.74485343401777, 95, 'High Risk'),
(21179, 76, 14, '55:45.8', 36.75752614373127, 99.25662183039795, 111, 71, 53, 'Female', 94.84886158030167, 1.860642868711313, 0.083626673, 40, 27.397193504229634, 84.33333333333333, 'Low Risk'),
(21180, 83, 18, '54:45.8', 36.70081065211721, 97.33011598, 136, 87, 37, 'Female', 87.70340805346919, 1.5737546040190116, 0.1292742903004564, 49, 35.411346635923735, 103.33333333333333, 'High Risk'),
(21181, 75, 18, '53:45.8', 36.89851273289384, 98.59228212862021, 119, 84, 34, 'Female', 54.42659437570798, 1.524404620228609, 0.10818290122652349, 35, 23.42128114906757, 95.66666666666667, 'Low Risk'),
(21182, 75, 13, '52:45.8', 36.54910246, 96.99402324886492, 119, 83, 78, 'Female', 78.81326137755512, 1.883700058486069, 0.10956952426724835, 36, 22.21139302561808, 95, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(21183, 99, 13, '51:45.8', 36.56114293707195, 98.19239635443984, 128, 79, 23, 'Female', 65.78232871237998, 1.7822486838857958, 0.087172176, 49, 20.70964422876708, 95.33333333333333, 'High Risk'),
(21184, 80, 15, '50:45.8', 36.111840147917746, 97.64919454144345, 133, 78, 53, 'Female', 55.48229296598464, 1.6331746739669561, 0.11735162520888986, 55, 20.801235365240665, 96.33333333333333, 'Low Risk'),
(21185, 70, 13, '49:45.8', 36.430713804823476, 96.93605586, 110, 72, 89, 'Male', 85.03078840856514, 1.9064549071573471, 0.066967646, 38, 23.395004384386485, 84.66666666666667, 'Low Risk'),
(21186, 71, 18, '48:45.8', 37.115534461628805, 95.95280152574169, 123, 83, 37, 'Male', 67.84993894358453, 1.9892008457380035, 0.1225606869011475, 40, 17.147159624974403, 96.33333333333333, 'High Risk'),
(21187, 74, 14, '47:45.8', 36.950467863115975, 98.21783212557241, 130, 79, 60, 'Female', 67.59814822211695, 1.5015601742291242, 0.13263316181997353, 51, 29.981221092444635, 96, 'Low Risk'),
(21188, 85, 19, '46:45.8', 37.042856779024895, 96.49690436724204, 132, 87, 58, 'Male', 78.57982931620896, 1.6322384676161308, 0.061206058, 45, 29.494691870593893, 102, 'Low Risk'),
(21189, 71, 19, '45:45.8', 37.067376362765366, 99.60920763105644, 130, 70, 70, 'Female', 98.48445206132571, 1.6954429624395022, 0.14999363346833666, 60, 34.26110020232237, 90, 'High Risk'),
(21190, 73, 17, '44:45.8', 37.48562752327154, 99.62511802936606, 114, 81, 46, 'Female', 50.178499971328876, 1.9718480589360832, 0.10815426954694983, 33, 12.905379494916641, 92, 'High Risk'),
(21191, 64, 14, '43:45.8', 37.368548018373154, 99.98656075148043, 113, 88, 29, 'Male', 66.48547114243755, 1.9843709352437502, 0.10709728624860271, 25, 16.88422130643743, 96.33333333333333, 'High Risk'),
(21192, 94, 15, '42:45.8', 37.337459166616505, 95.43236873713647, 128, 83, 68, 'Female', 61.80562332887239, 1.6360562907906746, 0.074129495, 45, 23.090402670239996, 98, 'High Risk'),
(21193, 62, 18, '41:45.8', 37.441945758001715, 95.35502147327233, 128, 82, 44, 'Female', 77.36735247133007, 1.7776329079551687, 0.13633036059609344, 46, 24.483503991289098, 97.33333333333333, 'Low Risk'),
(21194, 81, 13, '40:45.8', 36.56627531520292, 98.88041663269064, 131, 86, 78, 'Female', 86.51041136077473, 1.5039260680234139, 0.11274225527344635, 45, 38.248587611719415, 101, 'High Risk'),
(21195, 78, 16, '39:45.8', 36.21318913685794, 95.53457114927572, 124, 78, 32, 'Male', 85.64440392791538, 1.6402447203034412, 0.063417155, 46, 31.83330234374624, 93.33333333333333, 'High Risk'),
(21196, 87, 18, '38:45.8', 36.78864842625434, 96.93684206506991, 110, 86, 79, 'Female', 98.67885022113606, 1.7289609246856603, 0.11682446736024997, 24, 33.01062327257699, 94, 'High Risk'),
(21197, 69, 14, '37:45.8', 36.55553436290321, 96.61518824653952, 112, 85, 66, 'Male', 58.42364041, 1.9787676772877982, 0.10495237260411922, 27, 14.92103672481805, 94, 'High Risk'),
(21198, 81, 19, '36:45.8', 36.06511415524471, 98.90859064367298, 115, 70, 51, 'Male', 85.98863806691577, 1.962245529218613, 0.10498433805282986, 45, 22.332347339506473, 85, 'Low Risk'),
(21199, 91, 12, '35:45.8', 37.10995034499981, 98.67016382720662, 126, 84, 42, 'Female', 94.38748016622395, 1.9419632413088828, 0.066897442, 42, 25.028359354917647, 98, 'High Risk'),
(21200, 79, 13, '34:45.8', 37.266722354072975, 99.13455801620138, 115, 88, 65, 'Male', 77.80961570452851, 1.5166456022672326, 0.070025108, 27, 33.82712202711495, 97, 'High Risk'),
(21201, 89, 13, '33:45.8', 36.77049147509532, 97.85680345392997, 126, 79, 45, 'Female', 92.35238138977519, 1.5886055366929857, 0.11183580292786247, 47, 36.594511565295896, 94.66666666666667, 'High Risk'),
(21202, 81, 19, '32:45.8', 36.43220146755411, 99.51359895431428, 128, 89, 53, 'Female', 77.47194825258688, 1.805086704979879, 0.10223061048280677, 39, 23.776522863955933, 102, 'Low Risk'),
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(21379, 97, 13, '35:45.8', 36.52319133, 99.74433342736837, 136, 86, 22, 'Female', 97.18158382, 1.5454227856457683, 0.06109719, 50, 40.69015557832334, 102.66666666666666, 'High Risk'),
(21380, 74, 15, '34:45.8', 36.26332157251145, 99.87783972324917, 129, 76, 24, 'Male', 88.75575316946797, 1.7686468694426518, 0.089629668, 53, 28.37358774149296, 93.66666666666666, 'Low Risk'),
(21381, 84, 14, '33:45.8', 37.25591325965366, 98.79770836057928, 124, 86, 84, 'Female', 57.74027436964617, 1.885680417436781, 0.078281595, 38, 16.238378540520287, 98.66666666666667, 'High Risk'),
(21382, 65, 13, '32:45.8', 36.33824875529555, 99.77405948092198, 138, 82, 66, 'Male', 63.825059320148554, 1.7730766328581788, 0.1255520004085878, 56, 20.30187803778781, 100.66666666666666, 'Low Risk'),
(21383, 69, 14, '31:45.8', 36.01558272856316, 96.50047139, 118, 86, 41, 'Female', 85.40179355832062, 1.5955792782651195, 0.1384750890591644, 32, 33.545186949470335, 96.66666666666667, 'High Risk'),
(21384, 87, 19, '30:45.8', 36.738832508058245, 97.44434869, 135, 86, 52, 'Male', 91.28732203035753, 1.7924358923626205, 0.052939864208117506, 49, 28.41339987378509, 102.33333333333333, 'Low Risk'),
(21385, 86, 15, '29:45.8', 36.66754187635952, 99.63501990311616, 115, 82, 88, 'Female', 79.87167877315066, 1.9169196997407658, 0.13721731114758673, 33, 21.736267572609933, 93, 'Low Risk'),
(21386, 75, 19, '28:45.8', 37.166163232222814, 99.26272279964286, 131, 73, 20, 'Male', 80.61222469124048, 1.7016898026294427, 0.059127211, 58, 27.838133552587934, 92.33333333333333, 'Low Risk'),
(21387, 95, 12, '27:45.8', 36.73608910339436, 97.71442989131302, 133, 72, 60, 'Male', 82.11972543946965, 1.653712140595741, 0.0606096, 61, 30.02808656441288, 92.33333333333333, 'High Risk'),
(21388, 73, 16, '26:45.8', 36.69275678136306, 97.69387476989935, 117, 75, 26, 'Male', 77.72215827589969, 1.9189693305662243, 0.099726749, 42, 21.106138539066194, 89, 'Low Risk'),
(21389, 70, 12, '25:45.8', 37.01161137327381, 98.39718550233718, 118, 87, 76, 'Female', 60.669133917194124, 1.620591672213993, 0.12011612110309251, 31, 23.100457947416736, 97.33333333333333, 'Low Risk'),
(21390, 71, 16, '24:45.8', 37.48247957834197, 97.07837465972291, 122, 74, 25, 'Male', 81.57005106262856, 1.5363243237391362, 0.11027622135413054, 48, 34.559298714389584, 90, 'High Risk'),
(21391, 95, 17, '23:45.8', 36.67232353878958, 95.20082995771584, 113, 70, 42, 'Female', 64.11224391571315, 1.648657712711783, 0.050722863842502276, 43, 23.58739501086333, 84.33333333333333, 'High Risk'),
(21392, 74, 19, '22:45.8', 36.43620307084547, 99.50193674168084, 120, 84, 82, 'Male', 92.53516459160763, 1.6592559856247688, 0.12990629212778898, 36, 33.61089025183252, 96, 'High Risk'),
(21393, 60, 16, '21:45.8', 37.271649579007665, 99.51933053812472, 116, 80, 75, 'Female', 83.35416978, 1.9897124953890724, 0.11143252368966822, 36, 21.05458451434026, 92, 'Low Risk'),
(21394, 69, 19, '20:45.8', 36.71129228678499, 99.20591141, 128, 77, 64, 'Female', 79.15610951502468, 1.5509331322671867, 0.12965060839860854, 51, 32.907757860515964, 94, 'High Risk'),
(21395, 61, 15, '19:45.8', 37.19166507342612, 97.42670613, 126, 78, 34, 'Female', 98.72373072800842, 1.8428877452246075, 0.1046215341279568, 48, 29.068578501774663, 94, 'Low Risk'),
(21396, 64, 18, '18:45.8', 36.837779802145825, 99.55356260304585, 114, 73, 48, 'Female', 84.84045543, 1.6601726082207413, 0.083418328, 41, 30.781976560546564, 86.66666666666667, 'High Risk'),
(21397, 85, 18, '17:45.8', 36.30937364306472, 99.92552988452717, 119, 86, 79, 'Female', 61.597266570331634, 1.7759916519243302, 0.1385854606157057, 33, 19.528981784612622, 97, 'Low Risk'),
(21398, 87, 15, '16:45.8', 37.47632260232323, 95.76771191665175, 136, 79, 35, 'Male', 85.00564018745145, 1.7113802015440789, 0.098141203, 57, 29.02383093, 98, 'Low Risk'),
(21399, 96, 19, '15:45.8', 37.15056571311035, 99.74867173, 111, 86, 69, 'Male', 58.16082507187558, 1.5989800341392464, 0.10851522064700139, 25, 22.748065862586618, 94.33333333333333, 'High Risk'),
(21400, 79, 15, '14:45.8', 36.37305268653537, 98.15074844783669, 129, 80, 36, 'Male', 91.01589759204165, 1.7431189038501824, 0.14836491668639235, 49, 29.954579741976314, 96.33333333333333, 'Low Risk'),
(21401, 73, 18, '13:45.8', 36.927746340350446, 95.25414843367071, 118, 73, 58, 'Female', 78.40158011356294, 1.9765870598742232, 0.13569795935454715, 45, 20.067483746936137, 88, 'Low Risk'),
(21402, 84, 14, '12:45.8', 36.39525747690593, 98.82160238575476, 138, 78, 68, 'Female', 84.46707261743049, 1.5982851255344857, 0.055818658, 60, 33.06579185960486, 98, 'High Risk'),
(21403, 80, 15, '11:45.8', 37.295732857702355, 98.54669134890372, 133, 85, 75, 'Male', 84.87171045, 1.5029525710495553, 0.11501723545256855, 48, 37.572699869156764, 101, 'High Risk'),
(21404, 60, 18, '10:45.8', 36.63501655970899, 95.23250025041625, 115, 88, 38, 'Female', 69.28713918426061, 1.5007160906499784, 0.10993665481823864, 27, 30.764903124457696, 97, 'High Risk'),
(21405, 92, 16, '09:45.8', 37.38153734011567, 97.82266104217618, 128, 71, 59, 'Female', 64.76751041576264, 1.5996146200454082, 0.061452811, 57, 25.31200071, 90, 'High Risk'),
(21406, 90, 18, '08:45.8', 36.42352856556228, 98.13663723580495, 111, 80, 56, 'Male', 68.83077140349334, 1.6999560139770686, 0.081873257, 31, 23.818108447941054, 90.33333333333333, 'Low Risk'),
(21407, 94, 15, '07:45.8', 36.93155739803007, 95.84502514440896, 121, 75, 76, 'Male', 63.71221464220153, 1.5084450161661964, 0.14383876571518955, 46, 28.000367570341684, 90.33333333333333, 'High Risk'),
(21408, 97, 13, '06:45.8', 36.671220654004266, 95.07465477915378, 125, 73, 85, 'Male', 51.25291856014161, 1.5187539561273544, 0.069847786, 52, 22.219984752171307, 90.33333333333333, 'High Risk'),
(21409, 96, 19, '05:45.8', 36.647263058341366, 97.06908635176389, 119, 84, 24, 'Female', 75.77766211738994, 1.7421890660977186, 0.13491259982270368, 35, 24.966095920425843, 95.66666666666667, 'High Risk'),
(21410, 96, 19, '04:45.8', 36.71358423462907, 99.26033117018073, 120, 72, 28, 'Female', 53.385005453093534, 1.9310499350634107, 0.08320947, 48, 14.316349189635437, 88, 'High Risk'),
(21411, 94, 17, '03:45.8', 37.273365358108755, 98.49907466039627, 122, 77, 31, 'Male', 97.71998511438056, 1.713956094, 0.14988432134690166, 45, 33.26473035289006, 92, 'High Risk'),
(21412, 76, 13, '02:45.8', 36.82543154563918, 96.29890765150212, 117, 73, 66, 'Female', 70.76614315993882, 1.6465786967201186, 0.12184023971701587, 44, 26.10120407085844, 87.66666666666667, 'Low Risk'),
(21413, 96, 13, '01:45.8', 36.114841569197864, 97.52643599400162, 129, 81, 48, 'Female', 79.59595121, 1.5026871002398061, 0.074999683, 48, 35.24957301412667, 97, 'High Risk'),
(21414, 65, 12, '00:45.8', 36.560574279829545, 96.51153485184138, 122, 78, 21, 'Male', 56.84008468498577, 1.8366123138186115, 0.12163440389123338, 44, 16.850769297567776, 92.66666666666667, 'High Risk'),
(21415, 85, 14, '59:45.8', 36.01520416336729, 99.28426107823289, 117, 80, 43, 'Female', 84.71603953061575, 1.5233772756265835, 0.13350102959718124, 37, 36.50486095307345, 92.33333333333333, 'High Risk'),
(21416, 61, 18, '58:45.8', 36.558745982996776, 97.81235938616038, 134, 73, 52, 'Male', 60.387369409427606, 1.5751449228727277, 0.13318701071203254, 61, 24.33913143388189, 93.33333333333333, 'Low Risk'),
(21417, 82, 17, '57:45.8', 36.849264747215756, 99.19861801698354, 136, 72, 88, 'Female', 67.90805169572245, 1.5201074229956402, 0.06008957, 64, 29.388181344573773, 93.33333333333333, 'Low Risk'),
(21418, 83, 15, '56:45.8', 36.334269858057965, 98.15480222275298, 126, 73, 76, 'Female', 68.28937378117449, 1.614846817405162, 0.14207014718406458, 53, 26.187284496386987, 90.66666666666666, 'Low Risk'),
(21419, 72, 15, '55:45.8', 37.01068938305231, 98.68293740842068, 113, 78, 83, 'Male', 69.50337339724058, 1.9369339354610249, 0.11774075306779916, 35, 18.525769986704216, 89.66666666666667, 'Low Risk'),
(21420, 68, 12, '54:45.8', 36.01017147852109, 99.62936130607923, 137, 77, 22, 'Female', 95.62311094889837, 1.5238882889701535, 0.060044266, 60, 41.17718045312997, 97, 'High Risk'),
(21421, 96, 12, '53:45.8', 36.810015152259304, 99.27889921053128, 114, 82, 45, 'Male', 78.03997501067036, 1.9785095913712862, 0.11544591541992084, 32, 19.936127464729203, 92.66666666666667, 'High Risk'),
(21422, 82, 19, '52:45.8', 36.22588203839443, 98.77610012243461, 138, 77, 59, 'Female', 94.84002568, 1.952455993969464, 0.083565698, 61, 24.878784285891648, 97.33333333333333, 'Low Risk'),
(21423, 88, 16, '51:45.8', 37.29833463042533, 96.60713504399142, 113, 76, 71, 'Female', 70.62011646792274, 1.8844327394515692, 0.14621064187455318, 37, 19.88690264396644, 88.33333333333333, 'Low Risk'),
(21424, 66, 18, '50:45.8', 36.54831953, 98.34862738987749, 128, 86, 67, 'Male', 70.25256952084743, 1.6126017819054304, 0.1005332157052172, 42, 27.01518479791658, 100, 'Low Risk'),
(21425, 74, 12, '49:45.8', 37.23432002366058, 99.13039035768026, 132, 79, 75, 'Female', 88.24986026, 1.5342272191439335, 0.051410818, 53, 37.49165910575532, 96.66666666666666, 'High Risk'),
(21426, 88, 17, '48:45.8', 36.994642945977766, 97.10823321971054, 126, 87, 89, 'Female', 52.83540467541673, 1.5597949897332546, 0.062622595, 39, 21.71650819237238, 100, 'Low Risk'),
(21427, 73, 19, '47:45.8', 36.615663719022216, 97.18337383788405, 112, 78, 62, 'Female', 90.52871800628188, 1.5003473369359677, 0.094284121, 34, 40.21635878842213, 89.33333333333333, 'High Risk'),
(21428, 94, 12, '46:45.8', 36.00486844047157, 96.94198154684211, 110, 82, 78, 'Male', 78.47517644884985, 1.6297467223666486, 0.062064406719574784, 28, 29.545549276552958, 91.33333333333333, 'High Risk'),
(21429, 66, 12, '45:45.8', 36.348617796102445, 99.04711771260739, 119, 80, 19, 'Female', 63.614610278656656, 1.6964531416213604, 0.096964195, 39, 22.104115144908313, 93, 'Low Risk'),
(21430, 90, 16, '44:45.8', 36.74209505794002, 96.14374196006148, 138, 72, 67, 'Female', 79.34678821160723, 1.699991266227857, 0.077143322, 66, 27.455918168929422, 94, 'Low Risk'),
(21431, 70, 19, '43:45.8', 36.48812743675519, 96.71658971463212, 131, 89, 63, 'Male', 67.68588905136006, 1.7741039047766038, 0.070222662, 42, 21.505029081289056, 103, 'Low Risk'),
(21432, 60, 16, '42:45.8', 36.84728710251928, 97.49931596354728, 113, 71, 33, 'Male', 99.14269668408575, 1.8050910995771965, 0.13860137167729086, 42, 30.42723424254118, 85, 'High Risk'),
(21433, 67, 12, '41:45.8', 36.91770512149652, 95.94071523833762, 129, 89, 73, 'Male', 82.75058065724883, 1.9203175689960295, 0.13846868664898498, 40, 22.440107820453267, 102.33333333333333, 'Low Risk'),
(21434, 62, 16, '40:45.8', 36.74472275106818, 95.85410848463185, 124, 83, 50, 'Male', 93.59329110929984, 1.8846524258756385, 0.1422261067955973, 41, 26.350094882834817, 96.66666666666667, 'Low Risk'),
(21435, 86, 13, '39:45.8', 36.42552913959928, 97.18173942955445, 130, 81, 23, 'Female', 82.76268867181322, 1.5393519214555273, 0.083583059, 49, 34.92679657168609, 97.33333333333333, 'High Risk'),
(21436, 76, 13, '38:45.8', 36.65819551937261, 98.90060265180296, 116, 87, 36, 'Male', 70.62635114528186, 1.939609789, 0.1057268250706344, 29, 18.773188237866833, 96.66666666666667, 'Low Risk'),
(21437, 97, 19, '37:45.8', 37.38202353565334, 95.58075301, 127, 73, 38, 'Male', 69.85982193, 1.8939629922186412, 0.087962592, 54, 19.475315272976445, 91, 'High Risk'),
(21438, 62, 13, '36:45.8', 37.34290980071682, 99.58712749916855, 123, 88, 76, 'Male', 92.17096347, 1.5929668735061642, 0.10991876614883411, 35, 36.32291029535271, 99.66666666666667, 'High Risk'),
(21439, 91, 16, '35:45.8', 37.13779441358596, 96.78615362228123, 134, 74, 18, 'Male', 96.71517744721132, 1.971456179679727, 0.09820009, 60, 24.884010527246264, 94, 'High Risk'),
(21440, 63, 16, '34:45.8', 37.01267647, 99.43121533, 123, 71, 31, 'Male', 66.60222712080669, 1.9715629573597693, 0.086664934, 52, 17.134342830356363, 88.33333333333333, 'High Risk'),
(21441, 97, 16, '33:45.8', 37.080036298464734, 96.26368886257767, 132, 89, 41, 'Male', 96.72724247079596, 1.7423887962827618, 0.11503551776448728, 43, 31.860946051039836, 103.33333333333333, 'High Risk'),
(21442, 61, 15, '32:45.8', 37.419210393605866, 99.86457387856343, 134, 75, 69, 'Female', 69.905278, 1.7438498244825387, 0.064868906, 59, 22.987503227019726, 94.66666666666666, 'Low Risk'),
(21443, 97, 12, '31:45.8', 36.73014719721544, 99.21332294082212, 124, 70, 43, 'Female', 96.90676635281224, 1.723734635, 0.10936688156464794, 54, 32.61469231737611, 88, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(21445, 65, 17, '29:45.8', 36.46066047297412, 95.22462612665427, 131, 84, 48, 'Male', 72.53934442559756, 1.864876119146309, 0.10809545279819519, 47, 20.85804745235385, 99.66666666666667, 'Low Risk'),
(21446, 78, 17, '28:45.8', 36.11971179531228, 96.46491324475649, 132, 77, 83, 'Female', 67.83037579512813, 1.5769190500383452, 0.14697001632805834, 55, 27.27755397007107, 95.33333333333333, 'Low Risk'),
(21447, 93, 13, '27:45.8', 36.323433162325465, 96.15437679, 116, 80, 76, 'Male', 94.86012787, 1.5797278677457478, 0.080658513, 36, 38.01186224182403, 92, 'High Risk'),
(21448, 83, 19, '26:45.8', 36.012499475518226, 99.96737198854893, 113, 73, 44, 'Female', 94.00668755721463, 1.9447129176608717, 0.11501827299819536, 40, 24.856945039857955, 86.33333333333333, 'Low Risk'),
(21449, 94, 14, '25:45.8', 36.50731848, 99.49899983, 129, 89, 58, 'Female', 80.51993079684713, 1.6816029970120088, 0.12457159673471843, 40, 28.474522342441574, 102.33333333333333, 'High Risk'),
(21450, 61, 15, '24:45.8', 37.03556015294106, 97.36560609167935, 114, 87, 76, 'Male', 63.56832040644161, 1.657571526565881, 0.069470675, 27, 23.136421139130533, 96, 'Low Risk'),
(21451, 90, 15, '23:45.8', 37.28962449305969, 98.10539926412056, 136, 88, 78, 'Female', 90.8145381, 1.5499366109499058, 0.080864198, 48, 37.80310779769887, 104, 'High Risk'),
(21452, 80, 17, '22:45.8', 36.69975935624517, 99.47066383699304, 123, 76, 24, 'Female', 50.51740986804722, 1.8504018222174707, 0.065469792, 47, 14.753972865364364, 91.66666666666667, 'High Risk'),
(21453, 84, 12, '21:45.8', 36.01978555, 95.31780883901025, 118, 80, 38, 'Female', 83.42338814573606, 1.7134596202960317, 0.1372852651764599, 38, 28.41450376052178, 92.66666666666667, 'Low Risk'),
(21454, 75, 12, '20:45.8', 36.55345664961653, 95.51256918821358, 115, 78, 21, 'Female', 66.39277289768891, 1.971871348023456, 0.060928961981243826, 37, 17.07511566256665, 90.33333333333333, 'High Risk'),
(21455, 60, 18, '19:45.8', 37.08436517995733, 95.72318173893613, 134, 76, 42, 'Female', 54.580538028651524, 1.9584130097486725, 0.077880049, 58, 14.230797585649578, 95.33333333333333, 'High Risk'),
(21456, 79, 18, '18:45.8', 36.889880224989966, 98.28661356936104, 115, 72, 70, 'Female', 52.39324776918393, 1.5316198515394241, 0.0625269, 43, 22.334351516329605, 86.33333333333333, 'Low Risk'),
(21457, 64, 17, '17:45.8', 37.083587225361704, 98.05888974841422, 118, 74, 45, 'Male', 74.76094882526156, 1.623325495264989, 0.13083304556750391, 44, 28.370277608360986, 88.66666666666667, 'Low Risk'),
(21458, 68, 12, '16:45.8', 37.170692768059766, 98.41452618238144, 134, 83, 37, 'Female', 87.85839278, 1.8436513465137248, 0.084828855, 51, 25.84792378843897, 100, 'Low Risk'),
(21459, 62, 13, '15:45.8', 36.58806354507977, 95.28716017790225, 132, 88, 75, 'Female', 53.83889283063981, 1.5235801423282433, 0.07793769, 44, 23.19345847808073, 102.66666666666667, 'Low Risk'),
(21460, 87, 12, '14:45.8', 36.872641471878104, 96.61560313040806, 124, 79, 52, 'Female', 54.20155913029059, 1.563337415738221, 0.11154926646797403, 45, 22.177180703840744, 94, 'Low Risk'),
(21461, 61, 17, '13:45.8', 36.339648772734876, 96.30090289939409, 110, 83, 74, 'Male', 72.20005513287684, 1.969073997476302, 0.06426907, 27, 18.621448269016824, 92, 'Low Risk'),
(21462, 95, 14, '12:45.8', 36.459667822073094, 95.99594120060016, 138, 86, 44, 'Female', 74.83763454832278, 1.616318212951167, 0.14353201497353646, 52, 28.646153755742468, 103.33333333333333, 'High Risk'),
(21463, 88, 19, '11:45.8', 37.42583192868583, 96.54549259021404, 122, 75, 60, 'Male', 87.37050844377376, 1.5292140005702866, 0.12171489597186387, 47, 37.36184651859596, 90.66666666666667, 'High Risk'),
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(21641, 99, 16, '13:45.8', 36.11130342332757, 95.31037429193421, 131, 88, 34, 'Male', 77.13682243825426, 1.891907316731652, 0.075601908, 43, 21.550732243470662, 102.33333333333333, 'High Risk'),
(21642, 96, 12, '12:45.8', 37.178857293595705, 98.15299811186381, 110, 88, 79, 'Male', 96.00860895164301, 1.7677620784651942, 0.071805595, 22, 30.722924297180725, 95.33333333333333, 'High Risk'),
(21643, 64, 12, '11:45.8', 36.425479198815545, 99.96311991, 136, 78, 81, 'Male', 64.84250112421365, 1.5450528913274577, 0.089556039, 58, 27.162707442450497, 97.33333333333333, 'Low Risk'),
(21644, 72, 12, '10:45.8', 36.66309127124166, 98.68965724386402, 123, 73, 89, 'Male', 79.11484502796202, 1.5684971233617095, 0.14471496936578482, 50, 32.15811090492994, 89.66666666666666, 'High Risk'),
(21645, 90, 17, '09:45.8', 36.73488517274446, 96.64610005375532, 129, 81, 38, 'Female', 67.25395022385062, 1.9984493438616415, 0.091579344, 48, 16.839589846482024, 97, 'High Risk'),
(21646, 61, 18, '08:45.8', 36.097597626995494, 99.56785593371099, 121, 77, 34, 'Female', 99.00436490800298, 1.8800589655535944, 0.141211103, 44, 28.009889860922964, 91.66666666666667, 'Low Risk'),
(21647, 68, 14, '07:45.8', 37.14815504581731, 96.55237486, 134, 80, 27, 'Male', 95.06785895809955, 1.6950083671909568, 0.13353427998260936, 54, 33.08948595291774, 98, 'High Risk'),
(21648, 87, 12, '06:45.8', 36.39437547910094, 97.32515372156894, 138, 78, 37, 'Male', 84.0078722, 1.556924445969854, 0.075048282, 60, 34.65651664631079, 98, 'High Risk'),
(21649, 87, 15, '05:45.8', 37.11542923569093, 96.44057926326994, 111, 70, 26, 'Male', 57.212205841984165, 1.9377493696652703, 0.056657521677809054, 41, 15.236790069192162, 83.66666666666667, 'High Risk'),
(21650, 92, 17, '04:45.8', 36.04449202570849, 96.89678063123527, 111, 89, 33, 'Male', 59.76890927828408, 1.8642027254927254, 0.092089286, 22, 17.198439908283277, 96.33333333333333, 'High Risk'),
(21651, 83, 12, '03:45.8', 37.46832231150627, 96.86402550562462, 129, 83, 86, 'Female', 98.5876954, 1.740588662202783, 0.10641556369839505, 46, 32.54096396941551, 98.33333333333333, 'High Risk'),
(21652, 97, 14, '02:45.8', 36.764087348760455, 96.31334533903663, 117, 88, 87, 'Female', 89.89609892742749, 1.5297742415797475, 0.13886020639096666, 29, 38.41370154740843, 97.66666666666667, 'High Risk'),
(21653, 75, 13, '01:45.8', 36.752633428039495, 96.98867194401058, 128, 70, 24, 'Male', 75.69907381735257, 1.8273144667306684, 0.068061696, 58, 22.670650455820926, 89.33333333333333, 'Low Risk'),
(21654, 74, 16, '00:45.8', 36.19713777103508, 99.96146564685753, 131, 85, 68, 'Female', 73.14516688643943, 1.7267756596413557, 0.10937827248326147, 46, 24.53091788, 100.33333333333333, 'Low Risk'),
(21655, 78, 19, '59:45.8', 36.814759591482925, 98.45532422838778, 117, 70, 73, 'Female', 89.65833945726035, 1.9605313338019066, 0.056311690849250466, 47, 23.32615277385713, 85.66666666666667, 'Low Risk'),
(21656, 77, 15, '58:45.8', 36.27112066533251, 96.22106891034186, 111, 86, 28, 'Male', 79.09319109819212, 1.9878753837514493, 0.073459794, 25, 20.015239278256384, 94.33333333333333, 'Low Risk'),
(21657, 92, 12, '57:45.8', 36.32709271832836, 98.39760336179734, 135, 89, 48, 'Male', 88.52791415, 1.8437183012019909, 0.12577722957417548, 46, 26.043005247555804, 104.33333333333333, 'High Risk'),
(21658, 95, 13, '56:45.8', 36.41826247073509, 97.72107922855133, 122, 75, 73, 'Male', 82.83231924, 1.5456939420087181, 0.09492021, 47, 34.66991778826388, 90.66666666666667, 'High Risk'),
(21659, 90, 13, '55:45.8', 36.64856180768492, 97.24353184085548, 125, 74, 69, 'Male', 53.05218357, 1.5488524793630492, 0.098206656, 51, 22.114806976556594, 91, 'Low Risk'),
(21660, 85, 16, '54:45.8', 36.98658939834067, 96.68843616672567, 110, 74, 23, 'Male', 64.35710012819236, 1.746933351, 0.081383776, 36, 21.088407982433033, 86, 'Low Risk'),
(21661, 71, 19, '53:45.8', 36.097382381310624, 98.00796718576646, 127, 76, 73, 'Male', 70.28497519, 1.6886594972950628, 0.129538305, 51, 24.64780912207774, 93, 'Low Risk'),
(21662, 67, 14, '52:45.8', 37.37946928581135, 95.64397491, 114, 72, 59, 'Female', 55.335957709635814, 1.518619210617599, 0.14935292734696753, 42, 23.99438659667343, 86, 'Low Risk'),
(21663, 61, 16, '51:45.8', 36.192292868186605, 99.95077460497124, 136, 73, 67, 'Female', 60.037566950051676, 1.7510395045412153, 0.078479468, 63, 19.580834452057957, 94, 'Low Risk'),
(21664, 97, 14, '50:45.8', 36.36665004932277, 98.72265805150691, 112, 89, 42, 'Male', 55.81740702891801, 1.9977142239019692, 0.091765981, 23, 13.986303045618564, 96.66666666666667, 'High Risk'),
(21665, 78, 18, '49:45.8', 36.16648331318051, 99.16385873522297, 112, 85, 31, 'Female', 63.96641961, 1.9302749491586866, 0.065448929, 27, 17.16776238385582, 94, 'High Risk'),
(21666, 96, 19, '48:45.8', 36.80413209721818, 97.75639635449006, 120, 80, 41, 'Male', 97.81727846661423, 1.831455579778427, 0.090420257, 40, 29.16236866906724, 93.33333333333333, 'High Risk'),
(21667, 98, 18, '47:45.8', 37.083349658420325, 96.14191644, 117, 84, 44, 'Female', 98.40533020718128, 1.566130344472921, 0.094505993, 33, 40.120174603539645, 95, 'High Risk'),
(21668, 87, 16, '46:45.8', 37.41373937107692, 99.57823418703455, 110, 72, 72, 'Male', 83.76631340320466, 1.7412590311761145, 0.14513095182036456, 38, 27.627566851800488, 84.66666666666667, 'Low Risk'),
(21669, 92, 12, '45:45.8', 36.57010282994436, 95.34355606005101, 122, 88, 44, 'Female', 69.27816001067653, 1.5489746481516593, 0.06516994, 34, 28.874051382353183, 99.33333333333333, 'High Risk'),
(21670, 87, 19, '44:45.8', 37.36619907206917, 99.96106641781009, 128, 74, 54, 'Female', 55.645605923357685, 1.7792216975948267, 0.10685520559827565, 54, 17.578051943614614, 92, 'High Risk'),
(21671, 87, 15, '43:45.8', 36.16288024288699, 97.04958584354756, 116, 89, 51, 'Male', 83.76021782744078, 1.8406950455091562, 0.13048324254835805, 27, 24.72145975281658, 98, 'Low Risk'),
(21672, 98, 16, '42:45.8', 36.392022730991975, 97.88629102649854, 112, 74, 43, 'Male', 78.77702133827626, 1.5306838410634258, 0.079541508, 38, 33.62238838202479, 86.66666666666667, 'High Risk'),
(21673, 79, 13, '41:45.8', 37.286574163190224, 97.88456742390154, 118, 78, 53, 'Female', 99.40669236896508, 1.9087885092226888, 0.1356992140644005, 40, 27.283494824071393, 91.33333333333333, 'Low Risk'),
(21674, 64, 16, '40:45.8', 36.09824035833373, 96.09648241, 110, 72, 75, 'Female', 83.16182054678401, 1.6674019092083614, 0.10862201647184375, 38, 29.911858610572178, 84.66666666666667, 'Low Risk'),
(21675, 72, 16, '39:45.8', 36.39063967023315, 99.07513052799331, 124, 85, 34, 'Female', 97.95674844262803, 1.799226628306368, 0.057168395, 39, 30.259560845809258, 98, 'High Risk'),
(21676, 99, 19, '38:45.8', 36.489625266629446, 98.72576269243669, 135, 84, 53, 'Female', 86.06632317129237, 1.6545433924264537, 0.097656833, 51, 31.439593836845205, 101, 'High Risk'),
(21677, 95, 16, '37:45.8', 37.05056999797924, 95.82015434696015, 118, 76, 21, 'Male', 57.143316682314754, 1.9373406400035609, 0.1421049683111194, 42, 15.224865552898711, 90, 'High Risk'),
(21678, 63, 15, '36:45.8', 36.66636578043123, 98.59792415261958, 122, 87, 65, 'Female', 53.27432566857485, 1.8354696651111868, 0.13681850781806687, 35, 15.813337448455322, 98.66666666666667, 'High Risk'),
(21679, 64, 16, '35:45.8', 37.15941169608715, 98.88664445940076, 135, 78, 82, 'Male', 66.35578695733514, 1.794183752559985, 0.1337483685758059, 57, 20.613178545866685, 97, 'Low Risk'),
(21680, 99, 19, '34:45.8', 36.29808178, 98.10461709011511, 120, 89, 67, 'Female', 61.769047506357545, 1.859450227647241, 0.062114557951979614, 31, 17.864949319024706, 99.33333333333333, 'High Risk'),
(21681, 86, 14, '33:45.8', 36.29909725683223, 98.65701864935592, 115, 71, 19, 'Female', 77.95714442351155, 1.8589720595292425, 0.071207932, 44, 22.558498930665483, 85.66666666666667, 'Low Risk'),
(21682, 63, 12, '32:45.8', 37.39844127362477, 98.33925035447142, 129, 87, 25, 'Male', 72.25102284918454, 1.9239992862917668, 0.058942695986480664, 42, 19.517949344390573, 101, 'Low Risk'),
(21683, 83, 15, '31:45.8', 37.05156624330988, 96.10187685, 128, 79, 52, 'Male', 74.33628710227832, 1.9303597855624413, 0.087338806, 49, 19.949147546780964, 95.33333333333333, 'Low Risk'),
(21684, 95, 14, '30:45.8', 36.82330119393784, 98.91630596924806, 111, 79, 42, 'Female', 88.41451382405225, 1.7631680924501478, 0.079180595, 32, 28.440427965803696, 89.66666666666667, 'High Risk'),
(21685, 79, 15, '29:45.8', 36.05005316587087, 98.66880999, 125, 70, 44, 'Female', 78.49079881628326, 1.8085507401937688, 0.087209876, 55, 23.997022216538245, 88.33333333333333, 'Low Risk'),
(21686, 90, 19, '28:45.8', 36.268660183133555, 99.63592393, 125, 82, 71, 'Female', 74.27967636196541, 1.6470587984189442, 0.080490144, 43, 27.381157044845764, 96.33333333333333, 'Low Risk'),
(21687, 66, 15, '27:45.8', 36.747928264136604, 97.36867632900524, 125, 76, 19, 'Female', 75.08135545231829, 1.9528714262073752, 0.087681227, 49, 19.68723849160508, 92.33333333333333, 'Low Risk'),
(21688, 92, 18, '26:45.8', 36.624468053795276, 95.36325183688264, 136, 72, 75, 'Female', 89.12492283879183, 1.9296378833656254, 0.1299201741724669, 64, 23.93577718, 93.33333333333333, 'High Risk'),
(21689, 91, 13, '25:45.8', 36.11027613690023, 97.68444645406952, 111, 75, 78, 'Male', 67.62469852697981, 1.5825113576933205, 0.09736454, 36, 27.00297850741901, 87, 'High Risk'),
(21690, 60, 16, '24:45.8', 37.08788394863074, 99.24604599970183, 122, 84, 51, 'Female', 64.06625023841666, 1.5728032093773945, 0.0569279, 38, 25.898853103541544, 96.66666666666667, 'Low Risk'),
(21691, 97, 14, '23:45.8', 37.19743096506832, 96.01487574855912, 126, 89, 87, 'Male', 87.43963541356564, 1.7482004784687577, 0.13423904960652439, 37, 28.61052773129301, 101.33333333333333, 'High Risk'),
(21692, 65, 15, '22:45.8', 36.30402980346826, 95.59769299, 113, 77, 18, 'Male', 59.95155975, 1.8993192788653952, 0.063225584, 36, 16.618986441419068, 89, 'High Risk'),
(21693, 70, 17, '21:45.8', 36.82042802422281, 99.55346243336615, 121, 88, 25, 'Female', 92.15337370089928, 1.6524027923982048, 0.12242311334794345, 33, 33.75043686992097, 99, 'High Risk'),
(21694, 77, 18, '20:45.8', 36.93138283683357, 96.81308365443901, 132, 78, 86, 'Female', 88.32810236830255, 1.5096495422048473, 0.13587247846100814, 54, 38.7566848, 96, 'High Risk'),
(21695, 62, 14, '19:45.8', 36.174897435796396, 95.80928502367199, 118, 75, 38, 'Female', 80.60471580374289, 1.9637181698878976, 0.054088496, 43, 20.90268779434201, 89.33333333333333, 'Low Risk'),
(21696, 60, 17, '18:45.8', 37.22410565271628, 95.63457984061014, 117, 79, 87, 'Female', 87.09121728276995, 1.6814569152064325, 0.11157512849272537, 38, 30.803699174308317, 91.66666666666667, 'High Risk'),
(21697, 62, 12, '17:45.8', 36.284953739924084, 96.68741907090026, 127, 82, 75, 'Male', 95.50506662960791, 1.8236924060399826, 0.11019686671370263, 45, 28.71595291425998, 97, 'Low Risk'),
(21698, 84, 19, '16:45.8', 36.00956568827149, 97.17182030958044, 118, 76, 72, 'Male', 78.14015646799064, 1.9388412450845367, 0.077765987, 42, 20.786902387976006, 90, 'Low Risk'),
(21699, 84, 17, '15:45.8', 36.04954027, 99.53524475621057, 139, 88, 89, 'Male', 61.33171804471055, 1.6065280051493742, 0.12509448962769265, 51, 23.763397310561537, 105, 'Low Risk'),
(21700, 86, 12, '14:45.8', 36.27700869633503, 98.89550524680918, 121, 70, 46, 'Female', 58.598230003357465, 1.5068298688273214, 0.1410665778449589, 51, 25.808101460922362, 87, 'Low Risk'),
(21701, 92, 12, '13:45.8', 37.42345204946915, 98.76652333312184, 129, 75, 55, 'Male', 66.55790243302746, 1.8472666717112773, 0.14166165637064304, 54, 19.504752201002162, 93, 'High Risk'),
(21702, 84, 13, '12:45.8', 36.84939617979849, 97.63848676746386, 134, 83, 49, 'Female', 89.58726291282002, 1.8608933013539721, 0.10257133211123337, 51, 25.870410682566703, 100, 'Low Risk'),
(21703, 77, 12, '11:45.8', 36.59462913091495, 99.27573884506862, 124, 89, 52, 'Female', 52.69333632264325, 1.8370556403044533, 0.073476019, 35, 15.613888601625028, 100.66666666666667, 'High Risk'),
(21704, 78, 16, '10:45.8', 36.64839382459178, 98.34624185290835, 110, 71, 60, 'Male', 82.59731461876572, 1.546685240902574, 0.084062585, 39, 34.52725443975389, 84, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(21705, 75, 17, '09:45.8', 37.00205966904013, 98.41156804763963, 120, 83, 33, 'Female', 56.55937603285133, 1.6575628901129105, 0.082277973, 37, 20.585649757925598, 95.33333333333333, 'Low Risk'),
(21706, 63, 17, '08:45.8', 36.47261008178349, 98.86131520676808, 116, 73, 74, 'Female', 91.11582973279565, 1.9910230643730604, 0.10979462420071712, 43, 22.984827691552624, 87.33333333333333, 'Low Risk'),
(21707, 65, 14, '07:45.8', 37.27259787639761, 96.96380232967611, 122, 85, 79, 'Male', 58.41301591865841, 1.9491895041768914, 0.066581027, 37, 15.374517725296254, 97.33333333333333, 'High Risk'),
(21708, 70, 19, '06:45.8', 37.14690821657711, 99.12493173391096, 112, 79, 87, 'Female', 59.14961025, 1.7259577514250979, 0.063718068, 33, 19.855990936656042, 90, 'Low Risk'),
(21709, 95, 18, '05:45.8', 36.81338309597113, 98.79818314007399, 134, 87, 72, 'Female', 80.92624631772043, 1.8682664013529264, 0.065989718, 47, 23.18525033406829, 102.66666666666667, 'High Risk'),
(21710, 93, 17, '04:45.8', 36.56665098384164, 99.81802025707907, 129, 73, 60, 'Female', 62.94943894, 1.7600580234363252, 0.089100994, 56, 20.320663909791666, 91.66666666666666, 'High Risk'),
(21711, 62, 16, '03:45.8', 37.37645974868781, 97.07625442633902, 134, 89, 81, 'Female', 84.81677422436715, 1.5113189305196257, 0.10731195243945513, 45, 37.13380963309396, 104, 'High Risk'),
(21712, 92, 19, '02:45.8', 36.606306739528314, 97.58629162763518, 137, 78, 87, 'Male', 51.15959681344784, 1.5684106133332822, 0.099906151, 59, 20.79732929109244, 97.66666666666666, 'High Risk'),
(21713, 85, 12, '01:45.8', 36.19138882128528, 95.86366896668673, 113, 77, 54, 'Female', 51.35943518017443, 1.7665477878651692, 0.14678999184124486, 36, 16.457712010403682, 89, 'High Risk'),
(21714, 84, 15, '00:45.8', 36.97578409080904, 98.94627898765735, 139, 85, 87, 'Female', 54.28904280971935, 1.5704935658079644, 0.090748582, 54, 22.011004449270715, 103, 'Low Risk'),
(21715, 64, 16, '59:45.8', 36.704804322778685, 96.49583440572322, 120, 72, 60, 'Female', 79.79062439444884, 1.5297122424394411, 0.12623375776796592, 48, 34.09827263033901, 88, 'High Risk'),
(21716, 65, 14, '58:45.8', 36.13085754959246, 97.76586665841442, 111, 83, 79, 'Female', 76.15131113634823, 1.8373956242700193, 0.070599396, 28, 22.55651645515442, 92.33333333333333, 'Low Risk'),
(21717, 61, 19, '57:45.8', 36.286405507766375, 98.57466679576693, 128, 78, 40, 'Female', 94.13724663491504, 1.9972995242020963, 0.13045541192301374, 50, 23.597994449113806, 94.66666666666666, 'Low Risk'),
(21718, 89, 16, '56:45.8', 37.36454130972827, 97.30338431, 118, 76, 81, 'Male', 63.921912466041924, 1.9134147858909967, 0.077726018, 42, 17.459488197626555, 90, 'High Risk'),
(21719, 87, 13, '55:45.8', 36.58266949535292, 95.85372936656468, 134, 84, 22, 'Male', 90.49198951881527, 1.7023959905278154, 0.12429951902690775, 50, 31.224030392116333, 100.66666666666666, 'High Risk'),
(21720, 69, 19, '54:45.8', 36.712389641244535, 96.83383237274123, 137, 72, 68, 'Male', 78.92370359150846, 1.748912645807823, 0.1093630877254966, 65, 25.803060510890255, 93.66666666666666, 'Low Risk'),
(21721, 93, 12, '53:45.8', 37.49589113971522, 98.42765727234212, 131, 79, 74, 'Female', 55.947254089664185, 1.7148104695645867, 0.14123397404264576, 52, 19.025957544702695, 96.33333333333333, 'High Risk'),
(21722, 76, 14, '52:45.8', 36.604989310008925, 96.81904220414893, 122, 72, 32, 'Female', 76.17368058119106, 1.6451536483451652, 0.075508446, 50, 28.14440104435011, 88.66666666666666, 'Low Risk'),
(21723, 78, 17, '51:45.8', 37.33024034421365, 99.61150093, 122, 89, 68, 'Female', 97.44563349858947, 1.7332629331159775, 0.12448547335053463, 33, 32.43646251115378, 100, 'High Risk'),
(21724, 83, 13, '50:45.8', 37.00666368741478, 99.34608023067601, 116, 88, 88, 'Female', 73.47559975, 1.8700345924339965, 0.076178046, 28, 21.010861456390973, 97.33333333333333, 'Low Risk'),
(21725, 77, 18, '49:45.8', 36.92975662523044, 99.89705061747699, 135, 72, 58, 'Male', 86.31515715863456, 1.7840188202653389, 0.086191585, 63, 27.119907406920454, 93, 'Low Risk'),
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(21903, 67, 19, '51:45.8', 36.063208882979175, 97.98918691478819, 138, 79, 20, 'Male', 96.38218324062044, 1.8648809490847744, 0.12492509243560337, 59, 27.713701497668698, 98.66666666666666, 'Low Risk'),
(21904, 72, 16, '50:45.8', 36.29716402773667, 97.31403827, 113, 78, 25, 'Female', 76.33507909240805, 1.6339889904055687, 0.080930711, 35, 28.59077369, 89.66666666666667, 'Low Risk'),
(21905, 92, 18, '49:45.8', 37.01167096992759, 98.39407134833266, 131, 77, 80, 'Male', 89.81477640469717, 1.6374171809364024, 0.090421703, 54, 33.498788977975856, 95, 'High Risk'),
(21906, 71, 17, '48:45.8', 36.01958870119569, 96.18766793270592, 134, 76, 59, 'Female', 90.09108072204462, 1.585867927021301, 0.087964413, 58, 35.8218297, 95.33333333333333, 'High Risk'),
(21907, 86, 13, '47:45.8', 37.42735118244484, 96.97747962922277, 139, 83, 67, 'Female', 79.92876512275018, 1.8687598725903187, 0.068036273, 56, 22.887381208810982, 101.66666666666666, 'Low Risk'),
(21908, 65, 18, '46:45.8', 36.666531508919846, 99.98125665183885, 129, 76, 59, 'Female', 58.27503092767156, 1.970131997319491, 0.088971733, 53, 15.013842774947786, 93.66666666666666, 'High Risk'),
(21909, 68, 19, '45:45.8', 37.15858233110818, 98.10230670057685, 126, 79, 73, 'Female', 53.20978799083473, 1.9853471903076834, 0.084247406, 47, 13.499528415015222, 94.66666666666667, 'High Risk'),
(21910, 81, 14, '44:45.8', 37.10642567863471, 98.84415946970071, 124, 82, 77, 'Female', 78.54483349479317, 1.7133445801648497, 0.11808708179260258, 42, 26.75643162, 96, 'Low Risk'),
(21911, 66, 13, '43:45.8', 37.44536258422274, 97.66603241594309, 114, 81, 29, 'Female', 75.57749785718761, 1.7242225856856401, 0.1461233271376356, 33, 25.421773815054426, 92, 'Low Risk'),
(21912, 84, 17, '42:45.8', 36.185339951866084, 98.68615228, 110, 72, 60, 'Male', 75.96765088636462, 1.5345633487188115, 0.10274381098351068, 38, 32.259605667503905, 84.66666666666667, 'High Risk'),
(21913, 97, 13, '41:45.8', 36.55450430211497, 95.33570165, 119, 79, 72, 'Female', 98.03085059699976, 1.9814205146640032, 0.1143264612931131, 40, 24.969477847841407, 92.33333333333333, 'High Risk'),
(21914, 89, 17, '40:45.8', 37.299509998602666, 96.19840669081039, 123, 87, 82, 'Male', 92.98218272, 1.920126521122861, 0.067787591, 36, 25.219707450977467, 99, 'Low Risk'),
(21915, 73, 12, '39:45.8', 37.22548071952658, 96.25727177169274, 123, 72, 76, 'Female', 54.04154271078418, 1.8988655178231533, 0.12634690779269092, 51, 14.987849452452371, 89, 'High Risk'),
(21916, 95, 13, '38:45.8', 37.17838208717072, 99.08800694332824, 133, 86, 57, 'Female', 55.15355086, 1.7084772145909974, 0.1100363033254964, 47, 18.895356747980664, 101.66666666666667, 'High Risk'),
(21917, 65, 13, '37:45.8', 36.51773756286932, 95.61027184, 129, 83, 47, 'Female', 52.31646414, 1.9717744830330894, 0.10343566354377201, 46, 13.456245439953761, 98.33333333333333, 'High Risk'),
(21918, 73, 17, '36:45.8', 36.912732878615905, 96.03149546339644, 122, 82, 84, 'Female', 56.09268195659264, 1.991141709703244, 0.092490585, 40, 14.148221996482178, 95.33333333333333, 'High Risk'),
(21919, 97, 13, '35:45.8', 36.11551665963593, 99.67066891477285, 112, 84, 30, 'Male', 77.43622642093752, 1.7552654809296977, 0.11731275638064131, 28, 25.133823263223885, 93.33333333333333, 'High Risk'),
(21920, 90, 19, '34:45.8', 36.19029524988472, 97.18032950894712, 116, 74, 29, 'Male', 61.75431526631225, 1.9305649515699632, 0.11584658403297818, 42, 16.569083079301244, 88, 'High Risk'),
(21921, 92, 12, '33:45.8', 37.27292384017503, 95.15400068261417, 130, 88, 80, 'Male', 53.64978850704187, 1.9465022796897435, 0.076185134, 42, 14.159834615473942, 102, 'High Risk'),
(21922, 62, 16, '32:45.8', 36.729168117256364, 98.20382420545951, 132, 75, 81, 'Male', 91.52045478924478, 1.8680400823549743, 0.06686034, 57, 26.22682922, 94, 'Low Risk'),
(21923, 73, 15, '31:45.8', 36.481897868780656, 99.52424735907253, 126, 88, 45, 'Female', 99.38479801544193, 1.8870712763086273, 0.082661798, 38, 27.908940585098538, 100.66666666666667, 'Low Risk'),
(21924, 90, 15, '30:45.8', 37.26878917996945, 96.39937791157986, 137, 83, 22, 'Female', 52.86778164279921, 1.6249710073644361, 0.086963966, 54, 20.02164949102109, 101, 'Low Risk'),
(21925, 60, 18, '29:45.8', 36.82992622674167, 96.53704050389838, 136, 81, 27, 'Female', 91.97708246563049, 1.8450250345007349, 0.11136352563539309, 55, 27.019362805121798, 99.33333333333333, 'Low Risk'),
(21926, 69, 15, '28:45.8', 36.02078864119089, 96.96383207267279, 137, 72, 24, 'Female', 70.35549460045056, 1.933602350218547, 0.0960998, 65, 18.817576486125933, 93.66666666666666, 'Low Risk'),
(21927, 78, 19, '27:45.8', 36.524111813834764, 98.52738397397658, 133, 87, 38, 'Female', 80.72755727296041, 1.9978225339004512, 0.12005126257109566, 46, 20.22590656955887, 102.33333333333333, 'Low Risk'),
(21928, 76, 12, '26:45.8', 36.70996869705329, 97.45752099222798, 113, 76, 32, 'Female', 99.93203383391896, 1.6274344138184444, 0.12526105906471385, 37, 37.730949606526956, 88.33333333333333, 'High Risk'),
(21929, 75, 17, '25:45.8', 37.45759156986499, 96.45374785083752, 137, 78, 86, 'Female', 89.59443948882848, 1.940676048678485, 0.076776835, 59, 23.788933097665083, 97.66666666666666, 'Low Risk'),
(21930, 81, 17, '24:45.8', 36.698036804055235, 96.86140394024811, 118, 84, 57, 'Female', 72.65890667905614, 1.9289424038124499, 0.055839808531153994, 34, 19.527665989332974, 95.33333333333333, 'Low Risk'),
(21931, 81, 16, '23:45.8', 37.44493536261931, 99.38948279687224, 126, 79, 23, 'Male', 58.696586628072275, 1.6443964019797344, 0.13342037872881618, 47, 21.707000228869372, 94.66666666666667, 'Low Risk'),
(21932, 87, 14, '22:45.8', 36.02508110503778, 97.20882946096339, 111, 70, 86, 'Female', 81.29729905796387, 1.6922320660485235, 0.064725921, 41, 28.38940410837018, 83.66666666666667, 'Low Risk'),
(21933, 85, 13, '21:45.8', 37.42509921755032, 96.63256249747351, 137, 86, 38, 'Male', 83.23635334261482, 1.831733831231181, 0.050990006, 51, 24.807803414210728, 103, 'Low Risk'),
(21934, 64, 14, '20:45.8', 36.14316054102472, 96.65803526, 127, 84, 31, 'Male', 51.48147336802397, 1.6508940433694042, 0.098058548, 43, 18.88915657540446, 98.33333333333333, 'Low Risk'),
(21935, 84, 16, '19:45.8', 36.286832528420675, 99.97075771697638, 128, 71, 25, 'Female', 81.50414969000012, 1.9931257833341174, 0.097998502, 57, 20.51683219, 90, 'Low Risk'),
(21936, 68, 17, '18:45.8', 36.206674225469996, 96.36419756, 116, 75, 33, 'Male', 80.94642761032422, 1.9932135248777718, 0.13657077906581025, 41, 20.374644324513028, 88.66666666666667, 'Low Risk'),
(21937, 83, 18, '17:45.8', 36.38579410158206, 96.83166372385254, 125, 89, 63, 'Female', 53.936578438404936, 1.8726562478778381, 0.1375889950256889, 36, 15.380387059712923, 101, 'High Risk'),
(21938, 87, 14, '16:45.8', 36.751542494217915, 95.83202248301079, 114, 81, 54, 'Male', 86.81404075807185, 1.7427007006345432, 0.066483529, 33, 28.585405632779654, 92, 'Low Risk'),
(21939, 97, 18, '15:45.8', 37.43091128255686, 97.52274521445308, 125, 80, 51, 'Female', 91.19385213138145, 1.7340441364182966, 0.094628259, 45, 30.328104408208848, 95, 'High Risk'),
(21940, 88, 16, '14:45.8', 36.49892564847756, 98.56838337903618, 124, 72, 88, 'Female', 75.73048016, 1.7781888933081995, 0.1401569980266345, 52, 23.950518722645672, 89.33333333333333, 'Low Risk'),
(21941, 90, 17, '13:45.8', 37.34433503872588, 97.25193734979298, 112, 89, 20, 'Female', 99.95801196117321, 1.5301132856058635, 0.144621186, 23, 42.69435313209684, 96.66666666666667, 'High Risk'),
(21942, 93, 16, '12:45.8', 36.13617167287895, 97.20710208048624, 134, 83, 21, 'Female', 57.73897461917952, 1.5578293846797961, 0.14154460609412733, 51, 23.79190866865933, 100, 'High Risk'),
(21943, 73, 16, '11:45.8', 37.42178739, 97.35904643984287, 131, 86, 58, 'Male', 67.17190765686414, 1.7076511531343175, 0.090093597, 45, 23.035061220122724, 101, 'Low Risk'),
(21944, 82, 13, '10:45.8', 37.21612147811159, 95.20757487081319, 139, 88, 86, 'Female', 61.13144984981213, 1.715997793, 0.078339471, 51, 20.760186291809433, 105, 'Low Risk'),
(21945, 77, 13, '09:45.8', 37.366078791441865, 99.27676826, 126, 84, 25, 'Male', 55.99049843, 1.9559449419576014, 0.095723562, 42, 14.63528157139667, 98, 'High Risk'),
(21946, 63, 19, '08:45.8', 36.11608803432889, 96.82681232621417, 133, 78, 76, 'Female', 79.54095688922915, 1.8826605454953975, 0.066917885, 55, 22.441235781664183, 96.33333333333333, 'Low Risk'),
(21947, 99, 18, '07:45.8', 36.127483600572795, 96.55467581321305, 135, 82, 80, 'Female', 95.58222987250196, 1.9004724622124032, 0.097541407, 53, 26.463909090435056, 99.66666666666666, 'High Risk'),
(21948, 80, 15, '06:45.8', 36.264832369557965, 98.87987384639345, 122, 76, 68, 'Female', 74.27589425069255, 1.6517429141011641, 0.112187381, 46, 27.224692582885595, 91.33333333333333, 'Low Risk'),
(21949, 62, 12, '05:45.8', 36.01090701793381, 96.08934104, 121, 70, 61, 'Female', 56.320317089354475, 1.8131648466840116, 0.067521255, 51, 17.131307492575182, 87, 'High Risk'),
(21950, 91, 19, '04:45.8', 36.74013128, 96.86998876712182, 132, 76, 29, 'Male', 89.87521519267298, 1.9046044459671665, 0.097066832, 56, 24.775952269332375, 94.66666666666666, 'High Risk'),
(21951, 75, 17, '03:45.8', 36.25317185718417, 95.95204885182439, 121, 84, 66, 'Female', 82.01253548623428, 1.9726004796771763, 0.14362313854195954, 37, 21.076668743687915, 96.33333333333333, 'Low Risk'),
(21952, 69, 14, '02:45.8', 36.94007071, 97.88048485099205, 117, 73, 72, 'Male', 98.39306883877643, 1.8109785877390303, 0.054813053, 44, 30.00114813740021, 87.66666666666667, 'High Risk'),
(21953, 78, 15, '01:45.8', 36.87272843369088, 96.91819809629018, 117, 83, 21, 'Female', 85.30528702218264, 1.7778524871006594, 0.071449662, 34, 26.98885756501644, 94.33333333333333, 'Low Risk'),
(21954, 96, 13, '00:45.8', 37.30960244400196, 99.27107612334235, 121, 72, 46, 'Male', 89.76140562723124, 1.5239460133292855, 0.078340821, 49, 38.65008742, 88.33333333333333, 'High Risk'),
(21955, 83, 12, '59:45.8', 37.38160246004899, 98.93999502094084, 133, 88, 20, 'Female', 82.57118725209821, 1.6802157930959805, 0.14170422946945643, 45, 29.24815018632064, 103, 'Low Risk'),
(21956, 77, 14, '58:45.8', 37.31768001277106, 97.95046474957888, 124, 82, 86, 'Female', 62.971675036908366, 1.6307649365676369, 0.13624119175181038, 42, 23.678954094859588, 96, 'Low Risk'),
(21957, 79, 19, '57:45.8', 37.435367344270475, 97.49411224511122, 121, 76, 24, 'Male', 91.07325341888371, 1.563804060585435, 0.057533296087463874, 45, 37.24141538038887, 91, 'High Risk'),
(21958, 63, 15, '56:45.8', 36.21966755007059, 95.17187157570535, 111, 71, 64, 'Male', 80.00643044163081, 1.725349728326424, 0.14589055513533994, 40, 26.87637021730421, 84.33333333333333, 'Low Risk'),
(21959, 97, 16, '55:45.8', 36.135615071062446, 95.0090604, 116, 71, 78, 'Male', 63.93848175935401, 1.6543647226312692, 0.083333043, 45, 23.361450166815114, 86, 'High Risk'),
(21960, 69, 19, '54:45.8', 37.03315964931593, 99.54394695331358, 130, 78, 83, 'Male', 80.85979102, 1.618107177242801, 0.10119456515008872, 52, 30.88289793213791, 95.33333333333333, 'High Risk'),
(21961, 63, 12, '53:45.8', 36.09841691541141, 97.58235974662847, 115, 71, 22, 'Female', 83.32538290070426, 1.6299152299953032, 0.11365919495472872, 44, 31.365143753827926, 85.66666666666667, 'High Risk'),
(21962, 66, 18, '52:45.8', 37.06004845747827, 99.66806856678667, 122, 78, 47, 'Male', 98.62936656635654, 1.930794563067408, 0.14397022476469729, 44, 26.45660476820582, 92.66666666666667, 'Low Risk'),
(21963, 76, 12, '51:45.8', 37.35477582521734, 99.57671474416304, 116, 87, 61, 'Male', 98.25501124, 1.6749119241991743, 0.066950462, 29, 35.02440456413287, 96.66666666666667, 'High Risk'),
(21964, 83, 17, '50:45.8', 36.36012368532066, 96.04769967588942, 128, 78, 57, 'Male', 82.40169423576035, 1.8624655074479333, 0.05769597, 50, 23.75525322871534, 94.66666666666666, 'Low Risk'),
(21965, 90, 14, '49:45.8', 37.40873419298345, 95.01699960354253, 125, 88, 35, 'Male', 86.87439203, 1.5430629976404413, 0.1496059344993398, 37, 36.48584964838646, 100.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(21966, 96, 16, '48:45.8', 36.676891427391325, 99.19768144314364, 139, 86, 46, 'Female', 85.19675542667756, 1.610404638437148, 0.078506296, 53, 32.85133554560304, 103.66666666666666, 'High Risk'),
(21967, 86, 18, '47:45.8', 37.19320040473123, 99.50654074939077, 135, 79, 25, 'Female', 98.31286601658061, 1.5252461426631387, 0.1222863007834797, 56, 42.26009666964719, 97.66666666666666, 'High Risk'),
(21968, 85, 14, '46:45.8', 37.08211862456801, 96.97809958831573, 120, 83, 88, 'Male', 69.62210576622229, 1.9119388877065124, 0.10078948953566302, 37, 19.04579657991541, 95.33333333333333, 'Low Risk'),
(21969, 95, 13, '45:45.8', 36.57183977614243, 98.9763152, 135, 71, 41, 'Male', 56.49985051, 1.5037085091198166, 0.072564514, 64, 24.987337576486496, 92.33333333333333, 'High Risk'),
(21970, 93, 13, '44:45.8', 37.205051515291366, 97.45904709340277, 135, 82, 29, 'Female', 57.78681358650048, 1.9762719339529229, 0.11747167760371974, 53, 14.795694029724991, 99.66666666666666, 'High Risk'),
(21971, 92, 18, '43:45.8', 36.04400904123805, 95.40006976956926, 111, 86, 49, 'Male', 99.45318461635478, 1.777671677389523, 0.069257961, 25, 31.47136559754376, 94.33333333333333, 'High Risk'),
(21972, 64, 12, '42:45.8', 37.33144660088258, 99.75986567523147, 118, 76, 53, 'Male', 96.06348480679785, 1.7164476263785586, 0.055393229, 42, 32.60597747886231, 90, 'High Risk'),
(21973, 93, 16, '41:45.8', 36.9461846, 95.70563311, 115, 89, 47, 'Female', 60.887762080477344, 1.5856065011552065, 0.11603505448661908, 26, 24.21805026969954, 97.66666666666667, 'High Risk'),
(21974, 74, 14, '40:45.8', 36.266940454927415, 97.94273847303111, 115, 81, 18, 'Female', 67.98202854995614, 1.713202823805568, 0.081321625, 34, 23.162026622674862, 92.33333333333333, 'Low Risk'),
(21975, 84, 19, '39:45.8', 36.867942988736736, 97.69985941376218, 129, 77, 40, 'Female', 87.58009185501786, 1.628180560423728, 0.089759073, 52, 33.036974334341394, 94.33333333333333, 'High Risk'),
(21976, 67, 16, '38:45.8', 37.34066897207559, 98.40984551, 136, 78, 44, 'Male', 77.35605042748617, 1.655528935366365, 0.1441972692384907, 58, 28.224141210950137, 97.33333333333333, 'Low Risk'),
(21977, 96, 13, '37:45.8', 37.389141984942576, 95.07451028231648, 120, 73, 51, 'Female', 59.439813148032506, 1.5658549709437874, 0.098156289, 47, 24.24233034, 88.66666666666667, 'High Risk'),
(21978, 61, 19, '36:45.8', 36.33599845562843, 95.93350914644282, 129, 77, 89, 'Male', 81.77381262361143, 1.9466310716635777, 0.076728581, 52, 21.579776597369023, 94.33333333333333, 'Low Risk'),
(21979, 95, 15, '35:45.8', 36.912318814731044, 99.58881917322078, 127, 79, 40, 'Male', 82.58226847458505, 1.5295502042319256, 0.14262737972178174, 48, 35.29875075950582, 95, 'High Risk'),
(21980, 76, 16, '34:45.8', 37.213420251480656, 96.13860251842229, 134, 70, 72, 'Male', 57.00738764971655, 1.744083119714934, 0.12273740547283093, 64, 18.741173555024815, 91.33333333333333, 'Low Risk'),
(21981, 94, 19, '33:45.8', 37.46249147071316, 99.05729256322167, 120, 75, 53, 'Male', 77.22412079130102, 1.652561917184937, 0.076158475, 45, 28.277270857447636, 90, 'High Risk'),
(21982, 66, 13, '32:45.8', 36.96893626, 95.39487227482132, 138, 84, 41, 'Female', 92.92521315756586, 1.8657223024041196, 0.11362720643122416, 54, 26.695592230678436, 102, 'Low Risk'),
(21983, 68, 13, '31:45.8', 37.48630844285414, 98.11121111, 123, 70, 49, 'Female', 89.39164482833176, 1.8058428271930718, 0.098209036, 53, 27.41176698916777, 87.66666666666666, 'Low Risk'),
(21984, 90, 18, '30:45.8', 37.05705942808731, 95.90205934207482, 137, 85, 67, 'Male', 97.37606785, 1.7931333981304687, 0.064083429, 52, 30.28496206796552, 102.33333333333333, 'High Risk'),
(21985, 69, 15, '29:45.8', 36.182136268001344, 95.59413885289513, 111, 83, 86, 'Male', 59.34473092635007, 1.541390552123513, 0.098009324, 28, 24.977949298178498, 92.33333333333333, 'Low Risk'),
(21986, 69, 18, '28:45.8', 37.355670851282326, 95.09803729876711, 128, 81, 63, 'Female', 75.77028885582129, 1.9599612268268913, 0.1082711629901712, 47, 19.724408255810037, 96.66666666666667, 'Low Risk'),
(21987, 74, 16, '27:45.8', 36.35020417435876, 96.67003208467548, 115, 73, 62, 'Male', 79.62899738998684, 1.7442427238362495, 0.059323912893653144, 42, 26.17323518256366, 87, 'Low Risk'),
(21988, 66, 12, '26:45.8', 36.77600385820203, 97.32974498131442, 126, 75, 34, 'Male', 63.674787669444996, 1.6305408895146591, 0.066770758, 51, 23.949922755162113, 92, 'Low Risk'),
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(22181, 61, 16, '13:45.8', 36.905629061142115, 99.94220931573653, 119, 75, 64, 'Male', 72.74846903986787, 1.7141185103928112, 0.12838515148324053, 44, 24.759517014982805, 89.66666666666667, 'Low Risk'),
(22182, 63, 16, '12:45.8', 36.47872389512591, 98.75962417300632, 115, 76, 26, 'Female', 88.37890926609772, 1.7930731244957139, 0.12676005907881174, 39, 27.488600844426372, 89, 'Low Risk'),
(22183, 77, 12, '11:45.8', 36.880699652189755, 99.19441664258733, 114, 88, 73, 'Male', 53.532207000350894, 1.815557547696637, 0.079329775, 26, 16.24033973348151, 96.66666666666667, 'High Risk'),
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(22187, 76, 12, '07:45.8', 36.47991503852493, 95.82765396010791, 128, 82, 57, 'Male', 67.64802344, 1.9567048346522289, 0.063044138, 46, 17.668695069379496, 97.33333333333333, 'High Risk'),
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(22220, 85, 12, '34:45.8', 36.688976498260764, 95.82654974187712, 118, 70, 53, 'Female', 88.07034006423052, 1.5632862879802598, 0.088334754, 48, 36.03733244109163, 86, 'High Risk'),
(22221, 84, 17, '33:45.8', 36.26813409945008, 96.15994599814391, 132, 71, 66, 'Female', 97.01230298504643, 1.6298452101251693, 0.083960686, 61, 36.52027957040361, 91.33333333333333, 'High Risk'),
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(22223, 96, 13, '31:45.8', 36.252126323476475, 99.62120785063593, 137, 74, 22, 'Female', 99.95276604604551, 1.642057948121137, 0.058090416695873226, 63, 37.069596477417605, 95, 'High Risk'),
(22224, 89, 17, '30:45.8', 36.57355139504821, 96.52779388327775, 133, 85, 27, 'Female', 67.76002135651369, 1.6667283785013014, 0.10762241066357381, 48, 24.39180133953077, 101, 'Low Risk'),
(22225, 82, 12, '29:45.8', 37.172868420719915, 96.40684685299276, 136, 78, 52, 'Female', 55.96090839624722, 1.9258401898762862, 0.1254000704183986, 58, 15.088437364436567, 97.33333333333333, 'High Risk'),
(22226, 98, 12, '28:45.8', 36.704192260343454, 97.63979939400657, 128, 84, 37, 'Male', 72.50319506594572, 1.9322172796237798, 0.10291098067086277, 44, 19.419820983792803, 98.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(22229, 87, 16, '25:45.8', 37.37695223, 95.18259533985241, 133, 75, 51, 'Female', 52.97605341924424, 1.8425934331096907, 0.063606002, 58, 15.60344747, 94.33333333333333, 'High Risk'),
(22230, 77, 17, '24:45.8', 37.32250531431334, 95.74012234463211, 125, 83, 38, 'Male', 68.81275819813817, 1.731493430406447, 0.10909382163667929, 42, 22.952355910588636, 97, 'Low Risk'),
(22231, 68, 13, '23:45.8', 36.820690285537665, 98.83240323, 117, 85, 32, 'Female', 51.94685205617438, 1.7472150936937245, 0.10303088630242863, 32, 17.016353111577814, 95.66666666666667, 'High Risk'),
(22232, 75, 16, '22:45.8', 36.54149422547634, 96.79274102590847, 112, 88, 81, 'Male', 83.19143759340594, 1.6876706230843757, 0.12607570636822962, 24, 29.20809601791376, 96, 'Low Risk'),
(22233, 68, 13, '21:45.8', 36.156562067334235, 99.50036299324111, 112, 73, 49, 'Male', 84.70828855982504, 1.5812987470687372, 0.074451418, 39, 33.87646252070556, 86, 'High Risk'),
(22234, 62, 15, '20:45.8', 37.031754866973216, 95.87583228888748, 115, 88, 22, 'Female', 64.34827628444532, 1.7483682198005805, 0.064420954, 27, 21.05092143697922, 97, 'Low Risk'),
(22235, 84, 19, '19:45.8', 36.68121021274287, 96.44931374394602, 137, 70, 56, 'Female', 55.530684676862265, 1.5421914206508736, 0.095342749, 67, 23.348364395222294, 92.33333333333333, 'Low Risk'),
(22236, 74, 15, '18:45.8', 36.94438500090222, 97.93099845229496, 136, 86, 46, 'Female', 93.48867967906969, 1.5452583457823301, 0.059593345, 50, 39.152259514963134, 102.66666666666666, 'High Risk'),
(22237, 75, 18, '17:45.8', 36.90217077013748, 97.77883545653698, 111, 72, 19, 'Male', 67.03682426638318, 1.808572761910885, 0.072378435, 39, 20.494695048543974, 85, 'Low Risk'),
(22238, 74, 12, '16:45.8', 37.17217122704048, 96.70930632731367, 113, 79, 24, 'Male', 55.61577385874566, 1.8847176566258432, 0.11795268584384606, 34, 15.656885882664794, 90.33333333333333, 'High Risk'),
(22239, 71, 17, '15:45.8', 36.11898108107627, 98.76380898593739, 133, 85, 81, 'Female', 55.17549729101988, 1.5918311629065243, 0.1246778026522707, 48, 21.77470354945894, 101, 'Low Risk'),
(22240, 89, 13, '14:45.8', 36.05115968335167, 97.40399970063268, 129, 74, 59, 'Male', 90.25295099006182, 1.9233566959956048, 0.10400866801105618, 55, 24.39729869974039, 92.33333333333333, 'Low Risk'),
(22241, 87, 13, '13:45.8', 36.31656730687902, 99.61842556546773, 135, 77, 32, 'Male', 92.34832985267317, 1.778926218986546, 0.12798372700776445, 58, 29.18187368987186, 96.33333333333333, 'Low Risk'),
(22242, 88, 17, '12:45.8', 37.26502548809616, 95.11521015, 124, 74, 37, 'Male', 79.15759523898038, 1.5374295754301286, 0.1391203572303215, 50, 33.48899614819596, 90.66666666666666, 'High Risk'),
(22243, 85, 17, '11:45.8', 36.81386084145124, 95.36001563353369, 131, 71, 26, 'Male', 71.40119866009137, 1.9569492336215353, 0.13530497772696304, 60, 18.644312929742455, 91, 'Low Risk'),
(22244, 64, 14, '10:45.8', 36.59808961, 96.48323248803189, 114, 81, 78, 'Male', 70.03050366, 1.5239520093406065, 0.13000952886886633, 33, 30.153981778052593, 92, 'High Risk'),
(22245, 76, 14, '09:45.8', 36.473708235574364, 96.50190839473086, 129, 89, 51, 'Male', 66.34944993883236, 1.9626484476804253, 0.14776094942456106, 40, 17.22472498198887, 102.33333333333333, 'High Risk'),
(22246, 70, 14, '08:45.8', 36.81042822776669, 97.05959559406507, 121, 89, 71, 'Male', 90.70718953470966, 1.9590277507499143, 0.078047112, 32, 23.63526820346609, 99.66666666666667, 'Low Risk'),
(22247, 72, 19, '07:45.8', 36.990201581993894, 97.70882547507577, 124, 88, 51, 'Male', 61.32879483679022, 1.8968210652293709, 0.13464082023140134, 36, 17.04557682343187, 100, 'High Risk'),
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(22427, 64, 17, '07:45.8', 36.53574975669997, 97.14151397917311, 110, 77, 36, 'Female', 95.67565893847056, 1.6989269924564034, 0.10892760415025453, 33, 33.14759539163701, 88, 'High Risk'),
(22428, 90, 19, '06:45.8', 36.79827588, 98.78747521836719, 125, 83, 55, 'Female', 62.31953480282126, 1.8352557275422738, 0.13251654104597965, 42, 18.502526145564488, 97, 'Low Risk'),
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(22430, 74, 13, '04:45.8', 36.726155349074624, 95.94203146039578, 123, 76, 18, 'Male', 75.91002489759687, 1.874934360940499, 0.061326184, 47, 21.59369671590376, 91.66666666666667, 'Low Risk'),
(22431, 65, 16, '03:45.8', 36.89212342873852, 96.84628414456824, 115, 75, 54, 'Female', 59.80378903649639, 1.9658130535365013, 0.10699390325944383, 40, 15.475485107085033, 88.33333333333333, 'High Risk'),
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(22441, 62, 12, '53:45.8', 36.560351255584266, 95.86948856224308, 128, 77, 27, 'Male', 61.35339308539483, 1.768137928006468, 0.070578484, 51, 19.624848171239698, 94, 'Low Risk'),
(22442, 97, 19, '52:45.8', 36.01238562037597, 96.43099778858426, 129, 89, 78, 'Female', 52.590823761216114, 1.9653675265919297, 0.088894603, 40, 13.615149720336913, 102.33333333333333, 'High Risk'),
(22443, 95, 18, '51:45.8', 36.36034268416361, 99.26575346448459, 125, 71, 68, 'Male', 57.95099211893399, 1.7587476190792182, 0.10204168472752162, 54, 18.73500573806155, 89, 'High Risk'),
(22444, 66, 19, '50:45.8', 36.606273872006724, 96.78362313, 113, 79, 55, 'Female', 55.36074598395827, 1.8379338143838064, 0.10457790027594727, 34, 16.38861291, 90.33333333333333, 'High Risk'),
(22445, 92, 16, '49:45.8', 36.89751759533695, 95.39663263449843, 113, 76, 66, 'Male', 58.67854118718475, 1.6467059765139336, 0.063834357, 37, 21.63949815826437, 88.33333333333333, 'High Risk'),
(22446, 64, 16, '48:45.8', 37.09108740185487, 95.78290092, 128, 70, 59, 'Female', 70.66210156064375, 1.821275684789693, 0.1091440232431271, 58, 21.302725469261155, 89.33333333333333, 'Low Risk'),
(22447, 70, 13, '47:45.8', 36.108015382953845, 97.86854371920194, 134, 86, 80, 'Female', 74.44154221709002, 1.54709794, 0.094036997, 48, 31.101386204468014, 102, 'High Risk'),
(22448, 64, 13, '46:45.8', 36.24477630961725, 99.54275107699785, 110, 77, 55, 'Female', 92.63228365, 1.9301223137504693, 0.069965606, 33, 24.865242993042855, 88, 'Low Risk'),
(22449, 79, 19, '45:45.8', 36.39124779306859, 97.19069658811792, 136, 86, 45, 'Male', 94.19137029869079, 1.7889928102503623, 0.051249281, 50, 29.430248196488513, 102.66666666666666, 'Low Risk'),
(22450, 97, 13, '44:45.8', 36.596797457815285, 95.28095838037065, 133, 88, 70, 'Female', 60.620162016137634, 1.9053671579209404, 0.066050484, 45, 16.69781874, 103, 'High Risk'),
(22451, 91, 12, '43:45.8', 36.86081430472112, 98.26384612954136, 131, 75, 51, 'Female', 92.54032696195787, 1.5447659087854326, 0.096944726, 56, 38.779809971189614, 93.66666666666666, 'High Risk'),
(22452, 83, 14, '42:45.8', 36.01189830987949, 96.19451973229236, 125, 83, 53, 'Male', 97.76148774055793, 1.832550761029224, 0.12338624990366083, 42, 29.110909591234144, 97, 'Low Risk'),
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(22455, 72, 14, '39:45.8', 36.910750505191785, 99.44636188780893, 132, 72, 85, 'Female', 64.83905491975933, 1.9509554788633279, 0.051017329, 60, 17.03499295794164, 92, 'High Risk'),
(22456, 84, 19, '38:45.8', 37.47893377062381, 98.36780958, 133, 88, 28, 'Male', 85.50518024262828, 1.719307559430169, 0.091759287, 45, 28.925793498226273, 103, 'Low Risk'),
(22457, 61, 15, '37:45.8', 37.370423632049274, 95.06615638, 128, 74, 46, 'Female', 66.37298506307862, 1.9699928726777052, 0.12886078837311976, 54, 17.10259613268206, 92, 'High Risk'),
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(22459, 73, 16, '35:45.8', 36.90412839220042, 99.20637647530785, 129, 86, 29, 'Female', 59.45384314235403, 1.8379821131091614, 0.065041525, 43, 17.599380132066926, 100.33333333333333, 'High Risk'),
(22460, 93, 18, '34:45.8', 37.24814119656724, 98.25790932251115, 130, 77, 68, 'Male', 87.29306951445591, 1.903619736242309, 0.13825796865992837, 53, 24.089033045289895, 94.66666666666666, 'High Risk'),
(22461, 98, 15, '33:45.8', 37.208727306432976, 96.66052640869603, 132, 81, 48, 'Male', 62.818164555979735, 1.7006928850855811, 0.063121512, 51, 21.718681334874457, 98, 'High Risk'),
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(22464, 98, 17, '30:45.8', 37.02907240016367, 99.16302405410488, 121, 89, 22, 'Female', 59.949240744419754, 1.8453238302914077, 0.085073904, 32, 17.605100423507107, 99.66666666666667, 'High Risk'),
(22465, 61, 17, '29:45.8', 36.10462588425334, 99.06893696338429, 127, 88, 26, 'Male', 58.282949956682224, 1.7939537692931016, 0.077414928, 39, 18.11002422676866, 101, 'High Risk'),
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(22467, 64, 16, '27:45.8', 36.852345224944905, 96.91769065, 119, 73, 61, 'Female', 57.55243890453529, 1.9848668210269798, 0.14989664491197457, 46, 14.60834403536075, 88.33333333333333, 'High Risk'),
(22468, 85, 16, '26:45.8', 36.686621262209236, 96.80996925984462, 111, 71, 42, 'Male', 52.06321712569045, 1.5476777446106786, 0.10319304004628904, 40, 21.735514546451245, 84.33333333333333, 'Low Risk'),
(22469, 90, 12, '25:45.8', 36.190936937903004, 98.55389853732926, 118, 73, 27, 'Male', 50.05613867567432, 1.6745366686850494, 0.080519376, 45, 17.85122487822109, 88, 'High Risk'),
(22470, 92, 17, '24:45.8', 36.96438468528834, 96.00335025121417, 126, 86, 35, 'Male', 70.03423761369584, 1.6336589191645658, 0.12731282226942545, 40, 26.24143792504469, 99.33333333333333, 'High Risk'),
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(22475, 74, 17, '19:45.8', 36.28872733293633, 99.4179223, 116, 80, 59, 'Male', 88.87651780728714, 1.8942665474514355, 0.10382504382895771, 36, 24.768793424500952, 92, 'Low Risk'),
(22476, 92, 12, '18:45.8', 37.39639394530044, 98.96076368586144, 131, 87, 20, 'Male', 87.34573141258501, 1.701100615461524, 0.10890473655448621, 44, 30.184339880512024, 101.66666666666667, 'High Risk'),
(22477, 69, 19, '17:45.8', 36.2666804, 95.63101278504264, 112, 80, 41, 'Female', 64.86637163188101, 1.5044267242986549, 0.08631284, 32, 28.660088480781415, 90.66666666666667, 'Low Risk'),
(22478, 90, 15, '16:45.8', 36.799119828508985, 98.35298627971311, 135, 72, 42, 'Female', 50.71741412530651, 1.7896452715695887, 0.13003117861275057, 63, 15.83518669087208, 93, 'High Risk'),
(22479, 69, 17, '15:45.8', 36.65949360187019, 96.54834791, 114, 84, 39, 'Female', 97.82636776116485, 1.5539082750798552, 0.072875676, 30, 40.514004294666655, 94, 'High Risk'),
(22480, 86, 18, '14:45.8', 36.113381147108775, 97.17266741247836, 129, 78, 57, 'Female', 91.9362685, 1.6231475274651737, 0.1317608160427825, 51, 34.895617157556494, 95, 'High Risk'),
(22481, 73, 18, '13:45.8', 37.42899300904518, 97.71810786378802, 121, 79, 73, 'Female', 99.35936891417418, 1.9059096823182609, 0.095921868, 42, 27.352951266192335, 93, 'Low Risk'),
(22482, 65, 13, '12:45.8', 36.91025755, 99.17270234697212, 116, 83, 24, 'Female', 79.42891762, 1.6699092516830252, 0.069980826, 33, 28.48347044064074, 94, 'Low Risk'),
(22483, 76, 17, '11:45.8', 36.42185581256759, 96.59498831688076, 126, 71, 51, 'Male', 69.96184101818433, 1.6554309901621027, 0.079202999, 55, 25.529309421877702, 89.33333333333333, 'Low Risk'),
(22484, 71, 16, '10:45.8', 36.65912992162839, 95.13919731195213, 135, 76, 20, 'Male', 99.38315433129688, 1.8800337309394348, 0.061444324, 59, 28.117810141562252, 95.66666666666666, 'Low Risk'),
(22485, 70, 13, '09:45.8', 36.20918454768669, 97.99498170342014, 120, 83, 78, 'Female', 50.738100714400666, 1.6449585677905691, 0.11760720183362185, 37, 18.750993308277366, 95.33333333333333, 'Low Risk'),
(22486, 86, 18, '08:45.8', 36.652303833007885, 97.64591661560249, 123, 79, 80, 'Male', 69.81883151677371, 1.6273856504459192, 0.12962210356750048, 44, 26.362804661072328, 93.66666666666667, 'Low Risk'),
(22487, 65, 17, '07:45.8', 36.03612683, 98.46197135641098, 139, 81, 66, 'Female', 78.35019534976325, 1.7787345915881496, 0.061638025, 58, 24.763828154734174, 100.33333333333333, 'Low Risk'),
(22488, 60, 18, '06:45.8', 36.96538710700309, 95.73575729, 131, 86, 59, 'Male', 88.40711635127043, 1.5753027829581117, 0.061899618, 45, 35.62535039594869, 101, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(22490, 96, 12, '04:45.8', 36.44475653177973, 97.21023878981156, 134, 85, 39, 'Female', 94.56241359989724, 1.7690163601541928, 0.085283224, 49, 30.217243887964255, 101.33333333333333, 'High Risk'),
(22491, 95, 18, '03:45.8', 37.14745504963952, 96.69268141395908, 110, 81, 84, 'Female', 75.87536746166185, 1.7863517433071572, 0.11667795204775866, 29, 23.777536174466018, 90.66666666666667, 'High Risk'),
(22492, 93, 12, '02:45.8', 36.709588778272796, 95.10469625306153, 128, 75, 32, 'Female', 94.04171273121767, 1.6720368636780614, 0.082041398, 53, 33.63789679, 92.66666666666666, 'High Risk'),
(22493, 70, 13, '01:45.8', 36.50138072211648, 97.55288249190897, 113, 77, 22, 'Male', 65.59435141313978, 1.7475691263673276, 0.088601211, 36, 21.47819173558924, 89, 'Low Risk'),
(22494, 60, 19, '00:45.8', 36.38958491949466, 97.69662221180813, 118, 82, 78, 'Male', 88.41616721425491, 1.7061581465299418, 0.10803164978691665, 36, 30.373379487382298, 94, 'High Risk'),
(22495, 84, 15, '59:45.8', 36.18693339462283, 98.03234973269642, 123, 84, 78, 'Female', 78.15592346153457, 1.7488199280155616, 0.092343134, 39, 25.554754432315026, 97, 'Low Risk'),
(22496, 74, 14, '58:45.8', 36.36433009212779, 96.22900493721919, 122, 82, 49, 'Female', 72.45481985546954, 1.6549896879730652, 0.14443250038266797, 40, 26.45310750048883, 95.33333333333333, 'Low Risk'),
(22497, 98, 18, '57:45.8', 37.43861134547478, 95.52942703292713, 136, 82, 28, 'Male', 62.12880631190068, 1.8667140150857577, 0.1430185266537093, 54, 17.829428937696903, 100, 'High Risk'),
(22498, 98, 19, '56:45.8', 36.174453352851245, 99.72758219105152, 126, 70, 80, 'Female', 92.35090656208166, 1.7330756108890784, 0.10889052232263721, 56, 30.74724028848946, 88.66666666666666, 'High Risk'),
(22499, 60, 14, '55:45.8', 36.692903031848786, 99.79445428565805, 120, 83, 72, 'Female', 54.36407483613519, 1.6744121830583378, 0.14173633341229888, 37, 19.390421562929525, 95.33333333333333, 'Low Risk'),
(22500, 65, 14, '54:45.8', 36.340155474895624, 99.97617726234208, 113, 76, 76, 'Female', 69.77292048820726, 1.651563776743853, 0.10302720214620845, 37, 25.57974457, 88.33333333333333, 'Low Risk'),
(22501, 79, 12, '53:45.8', 36.757515098847406, 97.06301307225728, 123, 88, 19, 'Female', 98.08673780653832, 1.6960014560141268, 0.099684705, 35, 34.10027248911251, 99.66666666666667, 'High Risk'),
(22502, 65, 12, '52:45.8', 37.03903598530962, 98.50671318109492, 133, 79, 45, 'Male', 54.62749254907404, 1.7235310448809962, 0.1244603339824455, 54, 18.389632294357884, 97, 'High Risk'),
(22503, 70, 19, '51:45.8', 37.30209827890545, 98.63090595006537, 134, 83, 57, 'Male', 56.54551702694585, 1.9404848111907893, 0.091981735, 51, 15.016809933426615, 100, 'High Risk'),
(22504, 83, 19, '50:45.8', 36.67218360722893, 96.91616720273142, 126, 82, 64, 'Male', 98.90863711539447, 1.5939626896914914, 0.10061743993203151, 44, 38.92941832181361, 96.66666666666667, 'High Risk'),
(22505, 94, 14, '49:45.8', 37.48736268947331, 98.20032243745187, 137, 72, 28, 'Female', 71.97841361308623, 1.5015788189404677, 0.1046274353205782, 65, 31.923169477932824, 93.66666666666666, 'High Risk'),
(22506, 69, 19, '48:45.8', 36.71876742893398, 98.01388140824207, 118, 86, 83, 'Male', 64.23110130219735, 1.5208379328150332, 0.14043825266440074, 32, 27.770231239704827, 96.66666666666667, 'Low Risk'),
(22507, 83, 14, '47:45.8', 36.61095936931333, 95.02232296, 137, 84, 81, 'Male', 76.95031519107974, 1.8790292902297177, 0.12070355890892855, 53, 21.794318995675265, 101.66666666666666, 'Low Risk'),
(22508, 76, 18, '46:45.8', 37.45013832776854, 97.97690288757826, 112, 81, 74, 'Female', 62.07756394630856, 1.7168771864998362, 0.13121671478362718, 31, 21.059895227625894, 91.33333333333333, 'Low Risk'),
(22509, 93, 19, '45:45.8', 37.49096092242124, 98.57571167650217, 116, 85, 34, 'Male', 62.306283803235644, 1.8911006123577057, 0.072498072, 31, 17.422183290908386, 95.33333333333333, 'High Risk'),
(22510, 80, 14, '44:45.8', 37.018030066344046, 96.57211669949874, 134, 75, 20, 'Female', 67.02082274422023, 1.5876215412713166, 0.062365291, 59, 26.589843983879778, 94.66666666666666, 'Low Risk'),
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(22689, 98, 14, '45:45.8', 36.94651910809048, 96.60354869570196, 131, 71, 50, 'Male', 84.46445465351906, 1.8487052728905302, 0.13621331780323964, 60, 24.71374848734559, 91, 'High Risk'),
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(22693, 92, 17, '41:45.8', 36.86601216115169, 99.75909895, 138, 70, 75, 'Male', 51.55785557267651, 1.5591140228569038, 0.070037582, 68, 21.209922922999144, 92.66666666666666, 'High Risk'),
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(22699, 64, 13, '35:45.8', 36.53025319747342, 98.80006896929305, 118, 88, 30, 'Female', 52.070538140236884, 1.713790126144377, 0.14129364792954346, 30, 17.72869601113566, 98, 'High Risk'),
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(22701, 98, 12, '33:45.8', 37.16113381933128, 96.83808717100399, 121, 74, 61, 'Male', 69.15380057880137, 1.8004234322035346, 0.094971126, 47, 21.33372733331687, 89.66666666666667, 'High Risk'),
(22702, 98, 18, '32:45.8', 36.44941867547604, 99.06882686660688, 130, 73, 69, 'Male', 91.28043210759563, 1.6160928360305773, 0.056710697708720614, 57, 34.94983076, 92, 'High Risk'),
(22703, 70, 17, '31:45.8', 37.34451465062438, 97.79306157054752, 115, 75, 35, 'Female', 61.31520129, 1.7555076620318242, 0.053813327, 40, 19.895859238467576, 88.33333333333333, 'Low Risk'),
(22704, 67, 16, '30:45.8', 37.44089276485666, 98.83863346, 139, 79, 77, 'Male', 98.13162324558573, 1.9781482698240347, 0.075091448, 60, 25.077907823117297, 99, 'Low Risk'),
(22705, 82, 16, '29:45.8', 36.645971158393266, 99.48811467836094, 114, 85, 33, 'Male', 84.17629320010454, 1.8984766102903339, 0.06496773, 29, 23.35496901213505, 94.66666666666667, 'Low Risk'),
(22706, 66, 12, '28:45.8', 37.33472184587148, 96.14890788725073, 121, 74, 72, 'Male', 61.86252964260294, 1.5404798389773746, 0.14165767644085292, 47, 26.068475685045847, 89.66666666666667, 'Low Risk'),
(22707, 90, 19, '27:45.8', 36.6273208, 95.89031587338505, 113, 79, 65, 'Male', 85.48397998123437, 1.5345079626240572, 0.12220784474679419, 34, 36.30332814426758, 90.33333333333333, 'High Risk'),
(22708, 82, 12, '26:45.8', 36.59076564226054, 95.58983257330316, 124, 85, 73, 'Male', 73.97062405946883, 1.9500167921347291, 0.14509180018188506, 39, 19.452820539615644, 98, 'Low Risk'),
(22709, 62, 14, '25:45.8', 36.46299795087948, 96.54017460262025, 136, 70, 38, 'Male', 89.62622964570483, 1.7741348407967787, 0.14652269500619064, 66, 28.474878368000656, 92, 'Low Risk'),
(22710, 72, 19, '24:45.8', 36.199708642422856, 95.12712231135639, 135, 88, 62, 'Male', 89.81030444466128, 1.9848712888817985, 0.095162805, 47, 22.796148066242317, 103.66666666666667, 'Low Risk'),
(22711, 89, 18, '23:45.8', 36.65654799681255, 98.91800536357438, 138, 88, 79, 'Male', 95.09247491182006, 1.7080175816369416, 0.12580151672044707, 50, 32.595787434913575, 104.66666666666666, 'High Risk'),
(22712, 94, 17, '22:45.8', 37.11631480491313, 98.90586218141569, 125, 71, 73, 'Female', 98.55594709160702, 1.6190658837050838, 0.087964012, 54, 37.59705195342385, 89, 'High Risk'),
(22713, 79, 17, '21:45.8', 36.14604783293628, 95.52625295213083, 121, 76, 79, 'Male', 89.13294753972636, 1.899317115482567, 0.083440953, 45, 24.708324975417206, 91, 'Low Risk'),
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(22715, 73, 13, '19:45.8', 36.850337528129444, 98.37817440936789, 130, 73, 45, 'Female', 99.13418107246335, 1.8752507523681923, 0.11514016291060153, 57, 28.190626432329427, 92, 'Low Risk'),
(22716, 85, 12, '18:45.8', 36.503268769669376, 98.74958146884538, 119, 74, 54, 'Male', 86.48952428272358, 1.8966628409572317, 0.066600989, 45, 24.042699977812646, 89, 'Low Risk'),
(22717, 80, 18, '17:45.8', 37.13140822, 98.17924613086706, 113, 89, 31, 'Male', 84.13093125, 1.707816844524865, 0.13915960099586033, 24, 28.845170519069544, 97, 'Low Risk'),
(22718, 80, 14, '16:45.8', 37.18599982325792, 95.49611601808718, 137, 82, 64, 'Male', 78.22807835750436, 1.6039188506738271, 0.14599457805500587, 55, 30.408701735576834, 100.33333333333333, 'High Risk'),
(22719, 93, 12, '15:45.8', 36.801052695005374, 96.97354468786813, 126, 75, 21, 'Female', 85.45914838978646, 1.9278013415969832, 0.13122263640146528, 51, 22.995031263597753, 92, 'High Risk'),
(22720, 90, 12, '14:45.8', 36.04692761475498, 97.55162473001195, 125, 72, 55, 'Male', 52.06997749245272, 1.9762289837760683, 0.068491898, 53, 13.332538947587228, 89.66666666666666, 'High Risk'),
(22721, 71, 14, '13:45.8', 36.725338386746586, 98.42596184175534, 130, 83, 23, 'Male', 98.59811060677502, 1.5227586905501562, 0.11632422260165162, 47, 42.521288801932286, 98.66666666666667, 'High Risk'),
(22722, 99, 18, '12:45.8', 37.214666843136705, 98.31651748087444, 135, 72, 80, 'Male', 78.15300773, 1.664209662556058, 0.088117406, 63, 28.218220196899825, 93, 'High Risk'),
(22723, 85, 14, '11:45.8', 36.75075444135908, 96.60204306888743, 119, 85, 88, 'Female', 90.50609155, 1.8406362899041957, 0.061688754, 34, 26.714180123455886, 96.33333333333333, 'Low Risk'),
(22724, 82, 19, '10:45.8', 37.12947554605865, 98.25040626488482, 113, 80, 54, 'Female', 51.24855908458839, 1.5040294820885065, 0.069353113, 33, 22.65525528943116, 91, 'Low Risk'),
(22725, 75, 18, '09:45.8', 36.33185817424858, 98.99361481654779, 137, 77, 32, 'Male', 66.02324956528383, 1.8207663579381719, 0.09372256, 60, 19.915373469488465, 97, 'Low Risk'),
(22726, 60, 17, '08:45.8', 36.67367793226013, 95.21832318780713, 133, 70, 52, 'Male', 77.13774616590646, 1.8558393693100963, 0.088393937, 63, 22.39681065, 91, 'Low Risk'),
(22727, 65, 14, '07:45.8', 37.10173802474827, 99.50512473396687, 132, 78, 47, 'Female', 94.15433391797043, 1.5151279218086544, 0.054407871, 54, 41.01490518063366, 96, 'High Risk'),
(22728, 97, 18, '06:45.8', 36.66699093237837, 98.49992280575954, 111, 88, 86, 'Female', 71.47912715502153, 1.9511224369258682, 0.079956982, 23, 18.776307728343106, 95.66666666666667, 'High Risk'),
(22729, 62, 19, '05:45.8', 36.09883138698092, 99.74986675311794, 113, 88, 86, 'Female', 54.75369401688948, 1.803264952834133, 0.058806456, 25, 16.838148698422746, 96.33333333333333, 'High Risk'),
(22730, 64, 12, '04:45.8', 36.60902370931326, 96.67946890782623, 118, 84, 75, 'Female', 86.65148210551214, 1.9215612537982798, 0.096884396, 34, 23.46753797123072, 95.33333333333333, 'Low Risk'),
(22731, 71, 12, '03:45.8', 37.29647278761636, 96.34987649, 129, 77, 84, 'Female', 94.67684404912582, 1.5241964102912717, 0.12428954846127367, 52, 40.753217640276674, 94.33333333333333, 'High Risk'),
(22732, 96, 12, '02:45.8', 36.392328351933145, 97.97143625641942, 129, 70, 65, 'Male', 80.87552235, 1.6102346346688485, 0.071917494, 59, 31.191680327906244, 89.66666666666666, 'High Risk'),
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(22734, 93, 18, '00:45.8', 36.792148850543164, 99.11344474290274, 136, 72, 38, 'Female', 83.82236512228936, 1.8938197877066294, 0.13422046487586559, 64, 23.371286036203667, 93.33333333333333, 'High Risk'),
(22735, 69, 19, '59:45.8', 37.29889122809654, 98.75490640927599, 117, 74, 87, 'Female', 76.44733045474871, 1.8340064236577498, 0.13019086818699518, 43, 22.72796853625968, 88.33333333333333, 'Low Risk'),
(22736, 63, 16, '58:45.8', 36.68238588265808, 98.77199991, 121, 71, 39, 'Male', 71.35943267284617, 1.6059290139987061, 0.11204428514106733, 50, 27.669333607381517, 87.66666666666666, 'Low Risk'),
(22737, 90, 14, '57:45.8', 37.06435153983365, 95.81029759849575, 137, 82, 85, 'Male', 95.75142933499195, 1.8203587189007409, 0.11344257936999023, 55, 28.895572878850373, 100.33333333333333, 'Low Risk'),
(22738, 71, 15, '56:45.8', 36.56055004570932, 98.00576628665821, 137, 73, 44, 'Female', 73.69468101401091, 1.739974615823782, 0.11425005485960667, 64, 24.341667085000132, 94.33333333333333, 'Low Risk'),
(22739, 89, 13, '55:45.8', 37.474038845895755, 96.19340913007223, 118, 78, 24, 'Male', 97.35543415, 1.9336575743254119, 0.11669856157700102, 40, 26.037606573874083, 91.33333333333333, 'Low Risk'),
(22740, 98, 15, '54:45.8', 36.7428615, 99.02094560039083, 136, 78, 80, 'Male', 72.13643450022678, 1.5356462706233174, 0.055064084, 58, 30.58949404810258, 97.33333333333333, 'High Risk'),
(22741, 76, 13, '53:45.8', 36.37910271392828, 97.05751544, 139, 71, 32, 'Male', 76.62070745820591, 1.8710372329152785, 0.083439386, 68, 21.886751038973458, 93.66666666666666, 'Low Risk'),
(22742, 76, 19, '52:45.8', 37.149018264631245, 97.88045269930524, 131, 77, 21, 'Male', 80.30948471745774, 1.7628921903587196, 0.095878782, 54, 25.841357940348683, 95, 'Low Risk'),
(22743, 91, 17, '51:45.8', 36.21672891914075, 97.11901484, 112, 72, 60, 'Female', 68.77103717453552, 1.7081994271561824, 0.1203163691484316, 40, 23.568309377385663, 85.33333333333333, 'High Risk'),
(22744, 61, 18, '50:45.8', 36.01639997634108, 98.48850624228075, 127, 80, 79, 'Male', 82.65460526178109, 1.7202361678031393, 0.081937251, 47, 27.93128442632023, 95.66666666666667, 'Low Risk'),
(22745, 75, 13, '49:45.8', 36.83559563877169, 96.38277697738765, 122, 82, 89, 'Female', 53.85739277811336, 1.924514851436721, 0.12835749339580454, 40, 14.541285177925749, 95.33333333333333, 'High Risk'),
(22746, 65, 12, '48:45.8', 36.52624329833505, 97.31036083659176, 111, 82, 79, 'Female', 91.37853486900852, 1.6844315909912488, 0.054383513, 29, 32.20604791229252, 91.66666666666667, 'High Risk'),
(22747, 65, 19, '47:45.8', 37.467565159923566, 97.55837061759948, 114, 75, 48, 'Male', 50.32030971026023, 1.7379122183807776, 0.092613838, 39, 16.66048471034467, 88, 'High Risk'),
(22748, 62, 19, '46:45.8', 36.78508971, 99.23251627654857, 136, 76, 70, 'Female', 71.23462645413005, 1.8222629658667093, 0.10273509881944624, 60, 21.45206248031991, 96, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(22750, 62, 12, '44:45.8', 37.48915024712559, 96.34768587414182, 127, 80, 19, 'Female', 50.926225629011974, 1.5799511094649197, 0.088128911, 47, 20.40112859880738, 95.66666666666667, 'Low Risk'),
(22751, 77, 19, '43:45.8', 36.68208502918344, 99.94336334015152, 126, 88, 65, 'Male', 78.7756094, 1.6730272344501673, 0.12313536125515814, 38, 28.143995334166338, 100.66666666666667, 'Low Risk'),
(22752, 66, 12, '42:45.8', 36.482705527162715, 95.49794698408246, 128, 82, 44, 'Male', 64.76475447627516, 1.579473157359354, 0.13171839803177088, 46, 25.960570028047776, 97.33333333333333, 'Low Risk'),
(22753, 91, 16, '41:45.8', 36.587356863560785, 98.12718190609566, 138, 83, 77, 'Female', 58.04189951687451, 1.9006933940664812, 0.10310633820933317, 55, 16.066359717991638, 101.33333333333333, 'High Risk'),
(22754, 68, 17, '40:45.8', 36.40813705729468, 97.89992355566802, 126, 83, 78, 'Female', 91.63162146, 1.9409161194925004, 0.1021994717041404, 43, 24.323823188371144, 97.33333333333333, 'Low Risk'),
(22755, 85, 18, '39:45.8', 36.085561793319876, 99.29491763, 137, 81, 55, 'Female', 79.07474415079038, 1.7278222536365622, 0.069269131, 56, 26.487420665859165, 99.66666666666666, 'Low Risk'),
(22756, 86, 17, '38:45.8', 37.21901917055443, 96.81622585606526, 135, 78, 77, 'Male', 72.92772372495978, 1.8333111171672645, 0.105975682, 57, 21.69803044564729, 97, 'Low Risk'),
(22757, 98, 19, '37:45.8', 37.22047769552435, 97.25998774545761, 111, 70, 81, 'Male', 73.19205305222336, 1.5510509494006293, 0.07991602, 41, 30.423684002821016, 83.66666666666667, 'High Risk'),
(22758, 61, 13, '36:45.8', 37.33907494329564, 96.38156563918251, 134, 80, 26, 'Male', 51.05898260467649, 1.5651870492846829, 0.11520848462254041, 54, 20.84201313544024, 98, 'Low Risk'),
(22759, 83, 17, '35:45.8', 36.23650657817775, 95.60328898, 126, 78, 36, 'Female', 63.17550886103572, 1.7056221927663593, 0.1290533406579119, 48, 21.71616197506499, 94, 'Low Risk'),
(22760, 75, 16, '34:45.8', 36.83864844593491, 97.03984085, 129, 84, 29, 'Female', 65.22121095324503, 1.9997659908861753, 0.07180022, 45, 16.30911899752221, 99, 'High Risk'),
(22761, 67, 16, '33:45.8', 37.16786684258566, 96.89080126373374, 114, 80, 84, 'Male', 80.86714231823507, 1.7612245337899408, 0.081829976, 34, 26.07009677, 91.33333333333333, 'Low Risk'),
(22762, 70, 15, '32:45.8', 36.861709817195795, 95.11888046595412, 131, 85, 72, 'Male', 77.43784653634431, 1.5288639320679487, 0.078436727, 46, 33.12955457166149, 100.33333333333333, 'High Risk'),
(22763, 97, 15, '31:45.8', 36.57267273958344, 96.94285668919491, 122, 82, 30, 'Female', 97.78947946113703, 1.9209217300306531, 0.086850537, 40, 26.501642763486938, 95.33333333333333, 'High Risk'),
(22764, 71, 15, '30:45.8', 36.488081043078566, 97.79594680887949, 133, 81, 38, 'Female', 52.92544668860277, 1.8193353522509121, 0.052538806694314544, 52, 15.98965211784786, 98.33333333333333, 'High Risk'),
(22765, 65, 19, '29:45.8', 37.19141956168263, 96.58706641713925, 132, 71, 18, 'Male', 85.72016188794986, 1.669156572516956, 0.14886526430310465, 61, 30.767260512883933, 91.33333333333333, 'High Risk'),
(22766, 91, 18, '28:45.8', 36.29512637462787, 98.24572379470712, 114, 88, 85, 'Male', 58.50963880460021, 1.5228513702005901, 0.070662272, 26, 25.229717069911676, 96.66666666666667, 'High Risk'),
(22767, 92, 12, '27:45.8', 36.016476158614424, 95.22867240034438, 125, 72, 37, 'Male', 97.29782508413498, 1.568106044910257, 0.089814027, 53, 39.56874486804993, 89.66666666666666, 'High Risk'),
(22768, 77, 14, '26:45.8', 36.64358424728515, 99.64063930785976, 116, 83, 57, 'Female', 75.97271496635634, 1.8417901265754675, 0.097580837, 33, 22.396356181012298, 94, 'Low Risk'),
(22769, 96, 19, '25:45.8', 36.31100578658904, 95.33885481698432, 118, 82, 70, 'Female', 61.37636724083835, 1.6679013598558976, 0.088573843, 36, 22.06279116487667, 94, 'High Risk'),
(22770, 71, 19, '24:45.8', 36.77964744421395, 96.54571605729703, 125, 86, 62, 'Female', 80.42801188795424, 1.6326387668878575, 0.14552850981371152, 39, 30.17359969, 99, 'High Risk'),
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(22947, 69, 16, '27:45.8', 37.07405130732872, 96.68699468761459, 122, 77, 87, 'Male', 89.42502770056458, 1.5873306392584705, 0.12668097827904545, 45, 35.49149429978852, 92, 'High Risk'),
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(22949, 63, 19, '25:45.8', 36.16742912281062, 98.86657362, 137, 87, 41, 'Male', 93.91605097023276, 1.7800213089599604, 0.1290577779779752, 50, 29.640765815969676, 103.66666666666666, 'Low Risk'),
(22950, 62, 19, '24:45.8', 36.549698894604965, 99.04342048544227, 137, 83, 53, 'Female', 92.50385679038013, 1.8845229039896492, 0.10373344795883821, 54, 26.046957418272957, 101, 'Low Risk'),
(22951, 61, 16, '23:45.8', 36.89241768395412, 99.87238010353137, 124, 80, 88, 'Female', 66.63407580963919, 1.9923503877925899, 0.059889445, 44, 16.78668500817611, 94.66666666666667, 'High Risk'),
(22952, 83, 14, '22:45.8', 37.073600294430726, 96.20922843474825, 138, 73, 67, 'Female', 98.30241428769216, 1.6518135709742072, 0.11481310921466042, 65, 36.028163454801636, 94.66666666666666, 'High Risk'),
(22953, 91, 12, '21:45.8', 37.21440754273733, 96.44290901017699, 129, 88, 62, 'Male', 58.227678745241285, 1.9163139162952278, 0.087865933, 41, 15.85609248595051, 101.66666666666667, 'High Risk'),
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(22957, 98, 14, '17:45.8', 36.73883925145927, 95.34539283230654, 120, 76, 32, 'Male', 82.64221148471069, 1.9366147850314648, 0.11417436990117356, 44, 22.035121219935885, 90.66666666666667, 'High Risk'),
(22958, 61, 16, '16:45.8', 36.53473512363655, 95.31742353832591, 119, 70, 54, 'Male', 67.88036351, 1.617692983057975, 0.13188949433111152, 49, 25.938923959228735, 86.33333333333333, 'Low Risk'),
(22959, 85, 13, '15:45.8', 37.07661885655992, 95.80063210732119, 115, 77, 18, 'Female', 81.10584438335613, 1.8650878359942573, 0.14969176733202205, 38, 23.315974450003512, 89.66666666666667, 'Low Risk'),
(22960, 95, 18, '14:45.8', 36.146287051343585, 96.58336882926294, 116, 79, 85, 'Male', 51.49581134283664, 1.5780894510392058, 0.066241668, 37, 20.67800669432277, 91.33333333333333, 'High Risk'),
(22961, 93, 12, '13:45.8', 37.48218440789963, 96.44167700935823, 132, 83, 77, 'Female', 77.54858110160748, 1.6570665096808501, 0.055635820179755414, 49, 28.24190422428985, 99.33333333333333, 'High Risk'),
(22962, 75, 18, '12:45.8', 36.827323683973276, 95.5139486, 120, 81, 87, 'Male', 73.64585033112553, 1.5675038170654352, 0.11180965063318243, 39, 29.97305888217884, 94, 'Low Risk'),
(22963, 77, 18, '11:45.8', 37.08857342420371, 98.71414069762034, 118, 85, 84, 'Female', 52.63447044122771, 1.6778030066566918, 0.086320581, 33, 18.69770576156236, 96, 'Low Risk'),
(22964, 86, 16, '10:45.8', 37.12112342865647, 95.07024101676355, 138, 80, 30, 'Male', 67.72151115367124, 1.8072430155134156, 0.10900969527630777, 58, 20.734498253835568, 99.33333333333333, 'Low Risk'),
(22965, 71, 17, '09:45.8', 36.056879266325616, 98.27824802600061, 123, 71, 57, 'Male', 81.40345328526303, 1.583301782665361, 0.096804952, 52, 32.47247771012861, 88.33333333333333, 'High Risk'),
(22966, 84, 16, '08:45.8', 36.873703964975626, 96.02115261, 112, 86, 51, 'Female', 74.06169309492374, 1.8814812874144358, 0.084733474, 26, 20.921548687183503, 94.66666666666667, 'Low Risk'),
(22967, 68, 12, '07:45.8', 37.21607144, 98.04968143384738, 135, 87, 62, 'Male', 63.156331153118785, 1.7140344760559052, 0.11427861801252638, 48, 21.496996567580794, 103, 'Low Risk'),
(22968, 88, 19, '06:45.8', 36.461349207914026, 97.27159919816762, 132, 82, 85, 'Male', 69.60521552155222, 1.5174428641100266, 0.087972131, 50, 30.22853410926977, 98.66666666666666, 'High Risk'),
(22969, 98, 18, '05:45.8', 37.48384661076289, 96.42604021371449, 128, 78, 18, 'Female', 94.61019909330994, 1.982446563, 0.086220671, 50, 24.07326390215387, 94.66666666666666, 'High Risk'),
(22970, 98, 16, '04:45.8', 36.71797146694177, 99.49558287256482, 121, 72, 57, 'Male', 77.91208094986465, 1.8298727180724075, 0.058248042, 49, 23.26821347705638, 88.33333333333333, 'High Risk'),
(22971, 76, 14, '03:45.8', 36.8728676, 99.79929227773148, 131, 72, 54, 'Male', 88.86428279, 1.9690476022395373, 0.13942122147052083, 59, 22.920010339505076, 91.66666666666666, 'Low Risk'),
(22972, 75, 15, '02:45.8', 36.86953653285632, 97.7852556, 118, 80, 43, 'Female', 87.29027651484736, 1.7174294451432113, 0.089912718, 38, 29.59429919220002, 92.66666666666667, 'Low Risk'),
(22973, 86, 18, '01:45.8', 37.214778583433834, 96.44681032, 118, 81, 24, 'Female', 96.13431476861442, 1.7185571890996014, 0.14893192760272755, 37, 32.549959854022404, 93.33333333333333, 'High Risk'),
(22974, 97, 14, '00:45.8', 36.15609100660149, 95.55245536652946, 118, 77, 58, 'Female', 55.24367114281723, 1.6537396194968312, 0.14961914942147125, 41, 20.199855793118456, 90.66666666666667, 'High Risk'),
(22975, 65, 13, '59:45.8', 36.37981837458421, 98.15834158516923, 125, 73, 37, 'Female', 50.666522461881364, 1.6091286958248947, 0.052589143746310046, 52, 19.56768901820404, 90.33333333333333, 'Low Risk'),
(22976, 63, 18, '58:45.8', 36.05289735551453, 99.05463095, 134, 76, 52, 'Female', 87.55205947910962, 1.9775903851754362, 0.14982748346072078, 58, 22.386885733978566, 95.33333333333333, 'Low Risk'),
(22977, 97, 14, '57:45.8', 37.45994431564978, 98.99182252, 115, 83, 29, 'Male', 63.06040871337424, 1.966737823310899, 0.14439343793753373, 32, 16.302861581799302, 93.66666666666667, 'High Risk'),
(22978, 83, 12, '56:45.8', 37.379121787102285, 99.60856800022174, 120, 76, 36, 'Female', 65.19185528932873, 1.5754606765700478, 0.12616896813051037, 44, 26.265048398769345, 90.66666666666667, 'Low Risk'),
(22979, 68, 18, '55:45.8', 36.434619747725556, 95.06865865, 117, 78, 40, 'Female', 98.55941008042754, 1.7241644525713893, 0.053442293104952035, 39, 33.15436554972454, 91, 'High Risk'),
(22980, 67, 16, '54:45.8', 37.050299842904344, 96.22971601, 125, 79, 22, 'Male', 85.29007105128602, 1.9249864758268074, 0.070236635, 46, 23.01670285, 94.33333333333333, 'Low Risk'),
(22981, 93, 18, '53:45.8', 36.284430933913356, 98.00495001, 139, 84, 70, 'Female', 95.14196259510157, 1.7198025448985494, 0.10401045971933108, 55, 32.167323841430346, 102.33333333333333, 'High Risk'),
(22982, 71, 17, '52:45.8', 36.314945493881055, 97.18735731841113, 114, 76, 64, 'Female', 98.20520244412855, 1.5432354039579654, 0.083828035, 38, 41.23539310347097, 88.66666666666667, 'High Risk'),
(22983, 75, 15, '51:45.8', 36.061016992268854, 96.14553712255567, 115, 89, 62, 'Female', 91.52234296693527, 1.9307455943313752, 0.1067216614684314, 26, 24.551443101736382, 97.66666666666667, 'Low Risk'),
(22984, 86, 17, '50:45.8', 36.60191887, 96.2004212, 121, 87, 43, 'Female', 87.95439851059149, 1.7599541330311586, 0.11579852365417041, 34, 28.395849370437666, 98.33333333333333, 'Low Risk'),
(22985, 90, 12, '49:45.8', 36.375895335920156, 97.56123942553316, 131, 79, 45, 'Female', 76.51310705, 1.5402748366070642, 0.13530930750071019, 52, 32.250718706058464, 96.33333333333333, 'High Risk'),
(22986, 89, 18, '48:45.8', 36.164698319403215, 99.188868, 114, 84, 83, 'Female', 79.42786373392065, 1.6924249496121577, 0.095674103, 30, 27.730266539153856, 94, 'Low Risk'),
(22987, 78, 18, '47:45.8', 36.86711907702318, 97.55489198, 133, 77, 39, 'Female', 95.3848265, 1.5322393275524147, 0.12379714793660647, 56, 40.628059888195956, 95.66666666666666, 'High Risk'),
(22988, 85, 16, '46:45.8', 36.16826364488616, 96.42539896643599, 138, 71, 74, 'Male', 61.766844111086456, 1.7234439042902858, 0.071071406, 67, 20.79510452551742, 93.33333333333333, 'Low Risk'),
(22989, 92, 14, '45:45.8', 37.30123199098951, 95.50604193549665, 130, 89, 59, 'Male', 90.16809352354221, 1.9993284853722284, 0.1492398596634284, 41, 22.55716830642776, 102.66666666666667, 'High Risk'),
(22990, 68, 14, '44:45.8', 37.18740742829702, 95.01591318041815, 135, 86, 37, 'Male', 56.222884037152085, 1.6033254934901677, 0.091457072, 49, 21.87105453471269, 102.33333333333333, 'Low Risk'),
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(22994, 84, 15, '40:45.8', 36.205391068762914, 96.25553818794133, 131, 77, 30, 'Female', 52.71468359912193, 1.5342271028281735, 0.052022679, 54, 22.395063757071092, 95, 'Low Risk'),
(22995, 82, 18, '39:45.8', 36.912792542669536, 96.77566088751452, 115, 87, 57, 'Female', 94.79177586942116, 1.8200016563409471, 0.12085319419438464, 28, 28.617196997325987, 96.33333333333333, 'Low Risk'),
(22996, 89, 12, '38:45.8', 36.08864283558528, 96.55387500140073, 121, 85, 86, 'Male', 87.63877652395168, 1.593240941183404, 0.075869984, 36, 34.52497639144993, 97, 'High Risk'),
(22997, 77, 18, '37:45.8', 36.02711379616187, 95.62137161482815, 113, 83, 70, 'Male', 79.02150870487844, 1.7285473419998738, 0.11642591504936013, 30, 26.447386367993932, 93, 'Low Risk'),
(22998, 91, 12, '36:45.8', 37.05834405512912, 96.80985601370024, 125, 88, 54, 'Male', 86.56039511106954, 1.638544629226996, 0.13441437458151134, 37, 32.24056771134531, 100.33333333333333, 'High Risk'),
(22999, 76, 14, '35:45.8', 37.287633179613806, 97.07148309499391, 113, 85, 60, 'Female', 96.55525223008131, 1.932263239310577, 0.14103490479165057, 28, 25.860881211063088, 94.33333333333333, 'Low Risk'),
(23000, 83, 12, '34:45.8', 36.798495371722694, 95.02836169886973, 117, 87, 49, 'Female', 98.22622838566554, 1.5955529628179752, 0.13908132403994677, 30, 38.58380190328513, 97, 'High Risk'),
(23001, 94, 17, '33:45.8', 36.29761828, 95.09674878277869, 130, 72, 62, 'Female', 50.45245089413499, 1.9714212577180943, 0.1127112367500034, 58, 12.981455769222126, 91.33333333333333, 'High Risk'),
(23002, 85, 18, '32:45.8', 36.77188337541062, 99.8408264, 114, 87, 65, 'Female', 66.09760893378301, 1.6677641550938356, 0.11675675899126016, 27, 23.763832274764695, 96, 'Low Risk'),
(23003, 85, 12, '31:45.8', 36.39649193705334, 96.98196347917076, 115, 85, 82, 'Male', 80.88363125515926, 1.961208994, 0.11907097437460895, 30, 21.028722403169944, 95, 'Low Risk'),
(23004, 68, 14, '30:45.8', 36.75423582481359, 98.68065224369022, 131, 88, 58, 'Female', 83.38835071, 1.6315797005959334, 0.056310402715946985, 43, 31.324835390506742, 102.33333333333333, 'High Risk'),
(23005, 86, 14, '29:45.8', 36.52287304494951, 95.31810378966817, 121, 84, 68, 'Male', 74.28487144, 1.552546137105914, 0.055210074083711584, 37, 30.818489300413578, 96.33333333333333, 'High Risk'),
(23006, 67, 17, '28:45.8', 36.80747779867917, 95.98597317558047, 112, 89, 89, 'Female', 78.46178282018005, 1.742865940910438, 0.056638548, 23, 25.830344951879145, 96.66666666666667, 'Low Risk'),
(23007, 79, 18, '27:45.8', 36.67607708143033, 96.09325085462378, 123, 83, 34, 'Female', 63.62228054266162, 1.8601879672673942, 0.14124858557394493, 40, 18.386352021248303, 96.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(23008, 96, 16, '26:45.8', 36.53180893756517, 96.58184383768432, 123, 86, 57, 'Female', 69.03255997128679, 1.7654723564581385, 0.092932565, 37, 22.147878644894345, 98.33333333333333, 'High Risk'),
(23009, 85, 18, '25:45.8', 37.31664111, 97.19752594913022, 120, 72, 64, 'Male', 90.31345744507317, 1.8964555936004803, 0.11352963807270418, 48, 25.111179510882852, 88, 'Low Risk'),
(23010, 95, 15, '24:45.8', 36.190377454892825, 99.09525785725195, 136, 83, 35, 'Female', 70.7791322, 1.5030643103356671, 0.12345822745201153, 53, 31.32925791437045, 100.66666666666666, 'High Risk'),
(23011, 73, 19, '23:45.8', 36.35956041, 98.42343080509295, 129, 77, 86, 'Female', 94.78484538591529, 1.9326715584737697, 0.083139151, 52, 25.37597833751762, 94.33333333333333, 'Low Risk'),
(23012, 78, 14, '22:45.8', 36.11093236831287, 99.18774208535345, 133, 77, 65, 'Male', 90.43381584447202, 1.5955686209441984, 0.086885926, 56, 35.52220226120454, 95.66666666666666, 'High Risk'),
(23013, 86, 17, '21:45.8', 36.79771808433107, 97.44314526415074, 138, 77, 37, 'Female', 88.10347314608532, 1.7879733985472939, 0.12430361483140336, 61, 27.559473913526514, 97.33333333333333, 'Low Risk'),
(23014, 99, 15, '20:45.8', 37.268074541967835, 98.47380322515359, 138, 87, 83, 'Female', 56.86603001, 1.9391652555775352, 0.071515051, 51, 15.122488657814257, 104, 'High Risk'),
(23015, 73, 18, '19:45.8', 36.737576842850814, 98.99607400288436, 115, 89, 65, 'Female', 56.73216720618075, 1.6914146121854752, 0.1283607806881537, 26, 19.830296962905326, 97.66666666666667, 'Low Risk'),
(23016, 62, 15, '18:45.8', 36.10444906280129, 99.51913890322528, 136, 86, 45, 'Male', 64.14518457324583, 1.948814314090039, 0.11982051180371986, 50, 16.889746738784492, 102.66666666666666, 'High Risk'),
(23017, 79, 12, '17:45.8', 36.484383917999374, 98.77935692145138, 117, 82, 84, 'Female', 66.79994500012032, 1.7153295526964798, 0.13286776610599738, 35, 22.70288059425876, 93.66666666666667, 'Low Risk'),
(23018, 73, 13, '16:45.8', 37.272374297965364, 99.49513858094544, 133, 87, 69, 'Female', 87.51026638194935, 1.6037741995276977, 0.092165536, 46, 34.02299652, 102.33333333333333, 'High Risk'),
(23019, 80, 12, '15:45.8', 36.08728293164507, 96.12658070071197, 123, 87, 83, 'Male', 82.74355074747808, 1.7375723455747303, 0.1406750778030904, 36, 27.406170916624408, 99, 'Low Risk'),
(23020, 64, 14, '14:45.8', 37.275437054233215, 97.78669109657818, 138, 72, 70, 'Female', 55.87226446366496, 1.6012246769997311, 0.12383734651382866, 66, 21.791730749650256, 94, 'Low Risk'),
(23021, 79, 15, '13:45.8', 36.18771010137992, 96.75070308244707, 114, 86, 46, 'Male', 76.87093561670628, 1.678436191978205, 0.099157058, 28, 27.286792968480558, 95.33333333333333, 'Low Risk'),
(23022, 93, 18, '12:45.8', 36.505320093116225, 99.80580319, 135, 79, 78, 'Male', 63.928431404439976, 1.8730253012710656, 0.13232128419894829, 56, 18.222449714707025, 97.66666666666666, 'High Risk'),
(23023, 77, 19, '11:45.8', 36.32720732641396, 96.37828757612165, 131, 84, 47, 'Female', 52.538240498197545, 1.7315662090125523, 0.10715896149296791, 47, 17.52255048832641, 99.66666666666667, 'High Risk'),
(23024, 99, 16, '10:45.8', 36.919828532953716, 99.77805471854755, 138, 89, 33, 'Female', 54.273621930991204, 1.7932732775463243, 0.1380091752499702, 49, 16.877023349668114, 105.33333333333333, 'High Risk'),
(23025, 61, 17, '09:45.8', 37.40322972809789, 95.86426175, 125, 82, 42, 'Female', 79.07708501313249, 1.5628342467887877, 0.08651006, 43, 32.37612087334185, 96.33333333333333, 'High Risk'),
(23026, 93, 13, '08:45.8', 36.6479577, 97.53287852422862, 130, 74, 45, 'Male', 92.93202693682223, 1.936095224080434, 0.051075279, 56, 24.792023924520414, 92.66666666666666, 'High Risk'),
(23027, 64, 18, '07:45.8', 36.270210676614525, 98.74902434690497, 111, 79, 83, 'Female', 88.91412035418573, 1.8889600876649792, 0.12225230579962938, 32, 24.918688025432097, 89.66666666666667, 'Low Risk'),
(23028, 74, 12, '06:45.8', 36.184337523473545, 96.21134766205577, 126, 87, 68, 'Male', 75.38972269666486, 1.8736404647532237, 0.059928117, 39, 21.475319382526088, 100, 'Low Risk'),
(23029, 63, 19, '05:45.8', 36.732917688591485, 99.10541517, 115, 74, 86, 'Female', 77.55639445766799, 1.9290555773719738, 0.14928420122929872, 41, 20.841459586069803, 87.66666666666667, 'Low Risk'),
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(23206, 74, 12, '08:45.8', 36.522630548416274, 97.36027324304216, 110, 78, 83, 'Female', 74.08640270725881, 1.652568529168129, 0.11901694061326905, 32, 27.128110890104477, 88.66666666666667, 'Low Risk'),
(23207, 99, 15, '07:45.8', 36.12111754320179, 99.00185270428801, 131, 75, 59, 'Female', 65.11050164097666, 1.6795792754523668, 0.14170935189962075, 56, 23.08075584883974, 93.66666666666666, 'High Risk'),
(23208, 98, 16, '06:45.8', 36.84245533528827, 95.27447231373735, 118, 88, 19, 'Male', 95.36514553722114, 1.5862953600268308, 0.1124215311143208, 30, 37.89846045927835, 98, 'High Risk'),
(23209, 76, 12, '05:45.8', 37.214592423580484, 95.05584199705693, 136, 71, 76, 'Female', 81.92753837119491, 1.731897506280685, 0.12608377648822117, 65, 27.314014290146485, 92.66666666666666, 'Low Risk'),
(23210, 78, 12, '04:45.8', 36.67436239379217, 95.94379582, 112, 85, 36, 'Male', 60.175570357514616, 1.5776290496612968, 0.13755934584086446, 27, 24.17744623586186, 94, 'Low Risk'),
(23211, 88, 14, '03:45.8', 36.87823956639813, 99.54982473161753, 110, 71, 37, 'Male', 75.37133507054683, 1.8403127282375844, 0.1028405821143891, 39, 22.25476170427745, 84, 'Low Risk'),
(23212, 60, 19, '02:45.8', 36.194356005380676, 97.32705947312743, 120, 73, 39, 'Female', 96.64820596203732, 1.9460210719961957, 0.083544216, 47, 25.521060649916812, 88.66666666666667, 'Low Risk'),
(23213, 92, 14, '01:45.8', 36.59896130841468, 99.62100620366061, 132, 71, 48, 'Male', 78.08162111333309, 1.6510799016793682, 0.12217992299168724, 61, 28.642613307684268, 91.33333333333333, 'High Risk'),
(23214, 62, 14, '00:45.8', 36.19436027441403, 99.86323820690181, 139, 77, 48, 'Female', 51.35335645272511, 1.6107413339018812, 0.098254003, 62, 19.79325534921602, 97.66666666666666, 'Low Risk'),
(23215, 78, 17, '59:45.8', 36.40589444467424, 95.94888863285915, 110, 88, 87, 'Female', 72.43150153688937, 1.7090794948472798, 0.14314772091181432, 22, 24.797218061148286, 95.33333333333333, 'Low Risk'),
(23216, 97, 17, '58:45.8', 36.42569453674805, 96.89568296869903, 126, 85, 29, 'Female', 54.27646774537996, 1.6840105224342894, 0.056808021, 41, 19.139120414181722, 98.66666666666667, 'High Risk'),
(23217, 76, 12, '57:45.8', 36.069995538213476, 98.85339936986388, 126, 82, 69, 'Female', 66.00464610921169, 1.8274878199836915, 0.12113828032248493, 44, 19.763575841904853, 96.66666666666667, 'Low Risk'),
(23218, 97, 18, '56:45.8', 37.45406634983914, 96.77682750279551, 121, 71, 49, 'Male', 72.56466696783022, 1.8984571587278074, 0.11062566420578412, 50, 20.133700509141146, 87.66666666666666, 'High Risk'),
(23219, 86, 14, '55:45.8', 36.84963201439169, 96.33877473521636, 120, 72, 79, 'Male', 76.11239292, 1.6693486315680426, 0.14867056415994778, 48, 27.312489361349915, 88, 'Low Risk'),
(23220, 66, 15, '54:45.8', 36.55457161130625, 96.21340463292033, 116, 73, 65, 'Female', 62.40217727723653, 1.9983571297740845, 0.062119441, 43, 15.626205603368502, 87.33333333333333, 'High Risk'),
(23221, 71, 15, '53:45.8', 36.31487625783475, 95.85443356666892, 130, 79, 40, 'Female', 64.73355938325173, 1.8352505027992658, 0.14456375080129394, 51, 19.219353905674954, 96, 'Low Risk'),
(23222, 61, 19, '52:45.8', 36.62327271381397, 98.95462119178575, 128, 81, 52, 'Female', 98.94491772540378, 1.7026762568203486, 0.12148087146804327, 47, 34.12945330756105, 96.66666666666667, 'High Risk'),
(23223, 61, 17, '51:45.8', 37.14100921336076, 96.57616276070553, 117, 71, 68, 'Female', 91.20391067513057, 1.5975260086954801, 0.07631346, 46, 35.736958320138235, 86.33333333333333, 'High Risk'),
(23224, 85, 12, '50:45.8', 36.93905719, 97.18933351515157, 131, 85, 24, 'Female', 95.45614248, 1.5284336841653479, 0.1323493502483037, 46, 40.86115885428976, 100.33333333333333, 'High Risk'),
(23225, 80, 15, '49:45.8', 36.038975125501885, 98.65869670252846, 123, 76, 84, 'Male', 85.62185402850676, 1.8588871644653011, 0.11383251554862829, 47, 24.77870301000168, 91.66666666666667, 'Low Risk'),
(23226, 98, 17, '48:45.8', 36.226538885504226, 97.96026962106941, 132, 73, 86, 'Female', 85.72210554306534, 1.5069034574640514, 0.10609539503002888, 59, 37.750435936427934, 92.66666666666666, 'High Risk'),
(23227, 72, 15, '47:45.8', 37.469750781997014, 99.61142204216976, 111, 85, 70, 'Female', 55.12801997748475, 1.5458445467183637, 0.085419585, 26, 23.069636832402583, 93.66666666666667, 'Low Risk'),
(23228, 65, 13, '46:45.8', 37.45722401696542, 98.47459292, 118, 71, 49, 'Male', 68.66734051254133, 1.943309499651139, 0.10339166867091659, 47, 18.183031041103185, 86.66666666666667, 'High Risk'),
(23229, 98, 12, '45:45.8', 36.232630120389835, 96.98390790120074, 117, 78, 87, 'Female', 71.37067756439227, 1.5278280418992312, 0.14122872974154965, 39, 30.57530979591477, 91, 'High Risk'),
(23230, 78, 14, '44:45.8', 37.293332411780824, 99.33848174671739, 137, 71, 78, 'Male', 69.4872957, 1.9154338302354097, 0.13607326989583496, 66, 18.939613097884898, 93, 'Low Risk'),
(23231, 84, 17, '43:45.8', 36.55230401278266, 97.44213376984682, 135, 79, 21, 'Female', 55.98558270417999, 1.6469526877960377, 0.11528505819433722, 56, 20.640202609092164, 97.66666666666666, 'Low Risk'),
(23232, 95, 12, '42:45.8', 36.13796045849207, 99.12979698402262, 129, 74, 48, 'Female', 50.647765164347895, 1.7814041960970286, 0.070321773, 55, 15.960090326686514, 92.33333333333333, 'High Risk'),
(23233, 96, 18, '41:45.8', 37.26188265707072, 97.49855057264388, 128, 79, 66, 'Male', 63.270411088407855, 1.5467620207681587, 0.13681620124475669, 49, 26.44561411106621, 95.33333333333333, 'High Risk'),
(23234, 73, 18, '40:45.8', 37.398416135888105, 97.99144212462804, 114, 73, 66, 'Female', 89.02775076138681, 1.9514624869976354, 0.11516572448790774, 41, 23.377872558597193, 86.66666666666667, 'Low Risk'),
(23235, 96, 12, '39:45.8', 36.15283094914245, 98.18930989390431, 139, 71, 61, 'Female', 97.52413646435218, 1.5682249434954507, 0.052041328, 68, 39.65476668299919, 93.66666666666666, 'High Risk'),
(23236, 87, 15, '38:45.8', 36.64610305878543, 99.48378948973031, 115, 77, 51, 'Female', 94.31737938, 1.770635821277809, 0.068717095, 38, 30.083837433368032, 89.66666666666667, 'High Risk'),
(23237, 79, 18, '37:45.8', 36.871618551097484, 97.04768728388716, 136, 77, 38, 'Female', 64.66643411739835, 1.7395497633902277, 0.087285196, 59, 21.370033311437684, 96.66666666666666, 'Low Risk'),
(23238, 61, 15, '36:45.8', 36.56417597480475, 96.34366696232364, 135, 74, 56, 'Male', 52.74207791636537, 1.882231063335732, 0.10492843016082931, 61, 14.887143100691674, 94.33333333333333, 'High Risk'),
(23239, 97, 16, '35:45.8', 36.68080200424409, 98.35541425593601, 120, 87, 24, 'Male', 57.37413711792858, 1.8765610492312534, 0.062229139, 33, 16.29261412040967, 98, 'High Risk'),
(23240, 99, 16, '34:45.8', 37.27369040305752, 99.41569763, 117, 70, 80, 'Female', 74.00875937041842, 1.7754183979172868, 0.077878546, 47, 23.479113330600526, 85.66666666666667, 'High Risk'),
(23241, 90, 12, '33:45.8', 37.26899290037332, 96.83345735858092, 119, 73, 35, 'Female', 52.826363927893475, 1.8217144001866208, 0.06603258, 46, 15.918059961103024, 88.33333333333333, 'High Risk'),
(23242, 87, 19, '32:45.8', 36.4460613, 96.90978382339448, 122, 77, 46, 'Male', 67.60901766207894, 1.8843878752826628, 0.1366551818535851, 45, 19.039871956976093, 92, 'Low Risk'),
(23243, 98, 14, '31:45.8', 37.43132309228485, 99.26614372536304, 136, 70, 61, 'Male', 53.10190701490987, 1.7145487459800226, 0.060858532, 66, 18.06385522867588, 92, 'High Risk'),
(23244, 70, 17, '30:45.8', 36.64278035361296, 95.61097708, 129, 75, 74, 'Male', 74.19546114362763, 1.7578039524401055, 0.1306464329837424, 54, 24.012449533326343, 93, 'Low Risk'),
(23245, 63, 18, '29:45.8', 36.68993961405718, 96.38667484, 131, 83, 38, 'Female', 63.33928719, 1.5275463368987858, 0.11425051093728737, 48, 27.144658693441702, 99, 'Low Risk'),
(23246, 81, 18, '28:45.8', 37.42839733878243, 95.41402893657265, 121, 82, 84, 'Female', 89.95332409855908, 1.672564204315008, 0.1273875463495927, 39, 32.15523003957689, 95, 'High Risk'),
(23247, 62, 16, '27:45.8', 36.66635352444659, 97.95951522333422, 137, 89, 42, 'Male', 85.07026879, 1.8810993418916266, 0.063138083, 48, 24.041100394281326, 105, 'Low Risk'),
(23248, 97, 16, '26:45.8', 36.23299236790088, 95.41316772, 118, 73, 63, 'Male', 98.08162984711721, 1.5447283688945876, 0.076528511, 45, 41.10393774601901, 88, 'High Risk'),
(23249, 64, 13, '25:45.8', 36.30944886923084, 97.29728121055084, 123, 88, 69, 'Male', 73.60942430058854, 1.677622879668166, 0.1363278673258524, 35, 26.154398718767556, 99.66666666666667, 'Low Risk'),
(23250, 64, 13, '24:45.8', 37.41344021432154, 99.48026250524136, 110, 70, 44, 'Male', 98.77040234763078, 1.9229565199669274, 0.13219245238256289, 40, 26.71086140370876, 83.33333333333333, 'Low Risk'),
(23251, 89, 19, '23:45.8', 36.48284568174917, 99.25414316525485, 134, 86, 60, 'Female', 54.27428433580058, 1.6924922556973199, 0.12131424567590728, 48, 18.94701178251723, 102, 'Low Risk'),
(23252, 89, 17, '22:45.8', 36.19907823677413, 95.36632107205742, 115, 70, 69, 'Female', 82.67114742424465, 1.7510207191833735, 0.1156170949629783, 45, 26.96319766410067, 85, 'Low Risk'),
(23253, 88, 15, '21:45.8', 37.21346249251805, 95.62174176134451, 135, 72, 32, 'Male', 57.88552692129023, 1.5837401557960316, 0.10613479186828789, 63, 23.078210702806196, 93, 'Low Risk'),
(23254, 72, 17, '20:45.8', 36.981021161420294, 97.62590689, 120, 83, 52, 'Male', 50.02417804437489, 1.6189122208837206, 0.097105687, 37, 19.086810355449643, 95.33333333333333, 'Low Risk'),
(23255, 79, 18, '19:45.8', 36.13196155684067, 96.83511577567403, 131, 83, 62, 'Male', 95.85807700759086, 1.517648008347093, 0.14193789618773797, 48, 41.61851690133056, 99, 'High Risk'),
(23256, 69, 12, '18:45.8', 36.520986196042614, 95.38572559565137, 135, 85, 38, 'Male', 59.023684139438664, 1.8639894197911233, 0.14583488820827722, 50, 16.98788952158269, 101.66666666666666, 'High Risk'),
(23257, 73, 15, '17:45.8', 36.798998967957395, 96.64094652375823, 118, 77, 22, 'Female', 57.10244067, 1.6215013794785604, 0.053777551447841625, 41, 21.718009874337803, 90.66666666666667, 'Low Risk'),
(23258, 82, 16, '16:45.8', 36.37072839203021, 96.08140673845935, 134, 70, 75, 'Male', 90.67527094854486, 1.5412463187113459, 0.061405183, 64, 38.17198613469903, 91.33333333333333, 'High Risk'),
(23259, 98, 18, '15:45.8', 37.492004107738545, 98.51152667, 139, 78, 55, 'Female', 95.41296910437194, 1.777869360291432, 0.1472206592898544, 61, 30.186149586683037, 98.33333333333333, 'High Risk'),
(23260, 96, 16, '14:45.8', 36.53891116982279, 99.88326717666507, 136, 86, 89, 'Male', 72.04003675, 1.6983676966094363, 0.10719829624902122, 50, 24.975286794156474, 102.66666666666666, 'High Risk'),
(23261, 87, 14, '13:45.8', 37.30761736, 95.62377221140443, 119, 77, 71, 'Female', 65.61240680774651, 1.5237013251285618, 0.14264240978232545, 42, 28.26091887855775, 91, 'Low Risk'),
(23262, 85, 16, '12:45.8', 36.15116350809111, 98.85391607031058, 133, 73, 22, 'Female', 61.29319804597537, 1.724763619095315, 0.064445897, 60, 20.60407470987873, 93, 'Low Risk'),
(23263, 75, 14, '11:45.8', 37.437601699227265, 98.38841449752786, 113, 84, 59, 'Female', 83.81502099562002, 1.8173370583578219, 0.067899766, 29, 25.377620166252967, 93.66666666666667, 'Low Risk'),
(23264, 69, 12, '10:45.8', 36.253998973798474, 95.71476093, 114, 87, 33, 'Male', 60.19507728150383, 1.9677395793750125, 0.056479539092529854, 27, 15.54625310321203, 96, 'High Risk'),
(23265, 99, 13, '09:45.8', 36.55383443593063, 97.18743512206187, 136, 81, 75, 'Female', 83.13855911950145, 1.7543725872094216, 0.088546317, 55, 27.01212980703601, 99.33333333333333, 'High Risk'),
(23266, 92, 13, '08:45.8', 37.22987807401078, 96.54870431066244, 128, 79, 33, 'Male', 91.43671271723296, 1.9105219000732212, 0.11950340320729708, 49, 25.050509508590885, 95.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(23267, 64, 18, '07:45.8', 36.873290792457496, 98.37585395628182, 122, 80, 30, 'Female', 72.39723875934651, 1.753662868980675, 0.14680588920778068, 42, 23.541264629381462, 94, 'Low Risk'),
(23268, 62, 17, '06:45.8', 37.37808468224733, 95.82324867231821, 134, 78, 69, 'Male', 78.20117923621517, 1.7097422158101903, 0.052753171, 56, 26.751739810180805, 96.66666666666666, 'Low Risk'),
(23269, 95, 18, '05:45.8', 36.25092036395706, 98.63218641092605, 135, 84, 38, 'Male', 98.66623209, 1.7881118411084915, 0.080097535, 51, 30.858810761545836, 101, 'High Risk'),
(23270, 77, 19, '04:45.8', 36.82875878802136, 99.436729, 119, 85, 46, 'Male', 54.694544888644245, 1.6189736859676453, 0.054965328, 34, 20.867212224509107, 96.33333333333333, 'Low Risk'),
(23271, 70, 16, '03:45.8', 36.447292062269035, 99.65718696644511, 139, 89, 68, 'Female', 67.09003948601102, 1.948460945385255, 0.13513163908068582, 50, 17.671549717332834, 105.66666666666666, 'High Risk'),
(23272, 68, 16, '02:45.8', 36.16841907317329, 95.49902764791712, 135, 83, 46, 'Female', 79.77335309, 1.5827684859969808, 0.14618248, 52, 31.843665836245723, 100.33333333333333, 'High Risk'),
(23273, 78, 16, '01:45.8', 36.44680754798546, 96.50939239601617, 131, 88, 81, 'Male', 62.67242400283825, 1.9033747799591183, 0.13021292782940713, 43, 17.29927375566631, 102.33333333333333, 'High Risk'),
(23274, 97, 12, '00:45.8', 36.40667746793785, 98.15066246273564, 118, 85, 59, 'Female', 58.21679202, 1.996757046976113, 0.078254555, 33, 14.60151163045352, 96, 'High Risk'),
(23275, 71, 15, '59:45.8', 37.10448431865301, 95.57415161816259, 126, 82, 86, 'Male', 50.96603572706971, 1.6977422644995894, 0.053347959633712916, 44, 17.682242145997886, 96.66666666666667, 'High Risk'),
(23276, 91, 16, '58:45.8', 37.14680659110656, 95.52890233, 134, 74, 34, 'Male', 73.63702993057862, 1.9152189867135792, 0.1498249967919525, 60, 20.07517715250497, 94, 'High Risk'),
(23277, 97, 12, '57:45.8', 37.01955542693242, 99.28154771901748, 120, 89, 33, 'Female', 78.68647740965628, 1.985733577, 0.067858743, 31, 19.955294648044717, 99.33333333333333, 'High Risk'),
(23278, 93, 12, '56:45.8', 36.112110689019886, 95.08989338866246, 114, 76, 41, 'Female', 50.21760815917891, 1.9959688529169264, 0.073801266, 38, 12.605164101351766, 88.66666666666667, 'High Risk'),
(23279, 76, 13, '55:45.8', 37.386817771134346, 96.36143005289013, 139, 74, 85, 'Female', 73.14938223404135, 1.623013876, 0.092632831, 65, 27.769380872919022, 95.66666666666666, 'Low Risk'),
(23280, 95, 13, '54:45.8', 36.22905024842715, 97.29730594726064, 119, 89, 49, 'Female', 99.83331262663052, 1.5848278662755613, 0.13776173155264762, 30, 39.74763418812066, 99, 'High Risk'),
(23281, 72, 16, '53:45.8', 36.83214772703956, 96.64320521229729, 115, 79, 47, 'Male', 90.34253583818095, 1.5117894994402366, 0.074316038, 36, 39.528435679623094, 91, 'High Risk'),
(23282, 64, 19, '52:45.8', 36.15577940231753, 98.14961992, 130, 76, 70, 'Female', 92.90462108504487, 1.777890132481829, 0.14515966699690347, 54, 29.391887541364007, 94, 'Low Risk'),
(23283, 97, 14, '51:45.8', 37.247678041353026, 96.55770133, 121, 77, 58, 'Male', 75.88100972233694, 1.6887094103334714, 0.10138603083339978, 44, 26.608675320020097, 91.66666666666667, 'High Risk'),
(23284, 99, 15, '50:45.8', 36.49811401878723, 99.99661610896209, 127, 79, 53, 'Male', 50.056381143969034, 1.7973643562542516, 0.076453046, 48, 15.494843673877538, 95, 'High Risk'),
(23285, 93, 16, '49:45.8', 36.17808714997367, 98.89227910144385, 112, 77, 54, 'Female', 61.37905071726939, 1.9078544338683856, 0.10743964307545498, 35, 16.862800267847405, 88.66666666666667, 'High Risk'),
(23286, 61, 15, '48:45.8', 37.10618873162296, 98.10021896, 116, 87, 39, 'Female', 80.47934684, 1.7210467060727606, 0.088300784, 29, 27.170593822137768, 96.66666666666667, 'Low Risk'),
(23287, 60, 12, '47:45.8', 37.13041786802375, 97.86607847, 129, 74, 64, 'Male', 88.22648257187457, 1.9624516656046447, 0.053336172882916456, 55, 22.90873069829183, 92.33333333333333, 'Low Risk'),
(23288, 66, 12, '46:45.8', 36.18826486, 96.31590263, 110, 74, 19, 'Female', 93.01720439358996, 1.5598403148431057, 0.074603581, 36, 38.22988585805193, 86, 'High Risk'),
(23289, 89, 19, '45:45.8', 36.50395969935584, 99.43411282050128, 139, 82, 30, 'Male', 81.82535275161469, 1.5619917553747724, 0.050471549, 57, 33.53747885014644, 101, 'High Risk'),
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(23469, 77, 13, '45:45.8', 36.09244071719425, 99.45754431331667, 110, 89, 48, 'Male', 94.59659766402103, 1.5764391470007424, 0.060265808107030895, 21, 38.06458459002381, 96, 'High Risk'),
(23470, 79, 16, '44:45.8', 37.37430202584421, 98.00415020379458, 136, 78, 70, 'Male', 82.51716791304099, 1.8993750319828142, 0.087575676, 58, 22.872986022475693, 97.33333333333333, 'Low Risk'),
(23471, 65, 19, '43:45.8', 36.653592459490355, 96.05930635177307, 125, 75, 37, 'Female', 76.73095861152625, 1.7793583141889715, 0.11006894372453313, 50, 24.235043303072125, 91.66666666666666, 'Low Risk'),
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(23477, 91, 15, '37:45.8', 37.08183665711829, 97.69497673, 136, 86, 25, 'Female', 62.142405082055056, 1.7064771283157147, 0.091813021, 50, 21.339641243787028, 102.66666666666666, 'High Risk'),
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(23480, 81, 14, '34:45.8', 36.19016392838113, 97.66238956432002, 116, 89, 56, 'Male', 84.86881206008592, 1.5470771996607122, 0.055000829, 27, 35.45880961845989, 98, 'High Risk'),
(23481, 60, 13, '33:45.8', 37.300356944374776, 99.27561007130106, 127, 76, 50, 'Male', 83.26133923708636, 1.6251225870444197, 0.055711874, 51, 31.526164635438395, 93, 'High Risk'),
(23482, 76, 16, '32:45.8', 36.65907886453377, 95.09209270872479, 111, 76, 37, 'Female', 68.12223822865947, 1.8857629062814472, 0.085596111, 35, 19.156436804709582, 87.66666666666667, 'Low Risk'),
(23483, 85, 13, '31:45.8', 36.335568140398046, 97.49541728198525, 138, 86, 24, 'Female', 69.32506012953468, 1.8942253942968543, 0.14860098831489174, 52, 19.320881899807922, 103.33333333333333, 'Low Risk'),
(23484, 90, 13, '30:45.8', 37.06302061988093, 99.35903271916673, 131, 77, 48, 'Male', 95.62728866177119, 1.760537287647067, 0.10965859964563981, 54, 30.852572878737725, 95, 'High Risk'),
(23485, 86, 16, '29:45.8', 37.249570905677324, 99.41493519889553, 122, 76, 44, 'Male', 86.56592721806209, 1.608525333407203, 0.082300986, 46, 33.45732189804296, 91.33333333333333, 'High Risk'),
(23486, 63, 14, '28:45.8', 36.36593206953032, 99.01082876246382, 125, 89, 50, 'Female', 61.38288668366607, 1.5251359925815353, 0.11489769631102752, 36, 26.389439592872005, 101, 'Low Risk'),
(23487, 64, 15, '27:45.8', 37.42764492038702, 95.77419275652024, 118, 79, 21, 'Female', 74.95577656111287, 1.5330605128074328, 0.13253355763242863, 39, 31.892349346955108, 92, 'High Risk'),
(23488, 65, 16, '26:45.8', 36.290703424574204, 96.65845996008957, 136, 87, 83, 'Male', 91.42560162441869, 1.8468528801112851, 0.063550779, 49, 26.804223149632453, 103.33333333333333, 'Low Risk'),
(23489, 94, 19, '25:45.8', 36.57073152695229, 95.0493893, 120, 84, 72, 'Female', 84.78219606759207, 1.9796112778061217, 0.089165969, 36, 21.63439840091156, 96, 'High Risk'),
(23490, 68, 17, '24:45.8', 36.35289634670281, 98.73187179, 121, 77, 72, 'Female', 94.71733102367344, 1.9533274780700023, 0.11922106077703933, 44, 24.824432720172844, 91.66666666666667, 'Low Risk'),
(23491, 70, 18, '23:45.8', 37.244413619911015, 97.75570859324262, 114, 89, 85, 'Male', 80.54081263916932, 1.8024633849349372, 0.14676234789205683, 25, 24.79037547828653, 97.33333333333333, 'Low Risk'),
(23492, 94, 14, '22:45.8', 37.23928628941969, 98.50569603741488, 137, 76, 39, 'Male', 73.05599111678565, 1.7948569862662926, 0.11012138689127543, 61, 22.677550219198647, 96.33333333333333, 'High Risk'),
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(23494, 78, 14, '20:45.8', 36.491268188206455, 96.77165943340098, 127, 82, 22, 'Male', 70.11829506974118, 1.7839069420762175, 0.14446696872505732, 45, 22.03367587799124, 97, 'Low Risk'),
(23495, 70, 14, '19:45.8', 36.54052190097801, 95.41022989802933, 114, 86, 44, 'Female', 84.90755262476489, 1.9166484780168445, 0.10751112386661496, 28, 23.113269635549322, 95.33333333333333, 'Low Risk'),
(23496, 72, 15, '18:45.8', 36.96291769634594, 95.28697919504904, 137, 70, 42, 'Female', 67.47134203254721, 1.8637592784929298, 0.062421851713885645, 67, 19.42404660599538, 92.33333333333333, 'Low Risk'),
(23497, 95, 17, '17:45.8', 36.42711691268278, 96.38871654595428, 138, 86, 62, 'Female', 76.79435336325801, 1.8184052811216451, 0.066271009, 52, 23.22458272468047, 103.33333333333333, 'High Risk'),
(23498, 68, 18, '16:45.8', 36.02475058540094, 98.08385330071184, 139, 84, 24, 'Female', 59.40237384798297, 1.5620253780256137, 0.092155122, 55, 24.346000669793707, 102.33333333333333, 'Low Risk'),
(23499, 89, 16, '15:45.8', 36.94842924, 97.35509675149154, 128, 75, 59, 'Female', 68.64218463095526, 1.9308752334097885, 0.12631772852883483, 53, 18.411224470155588, 92.66666666666666, 'High Risk'),
(23500, 64, 19, '14:45.8', 37.185959974159964, 98.51616814725956, 133, 85, 42, 'Female', 63.113043285455156, 1.9611114759715829, 0.14571970248684174, 48, 16.41022591919082, 101, 'High Risk'),
(23501, 89, 13, '13:45.8', 36.16569197534636, 99.18197557235575, 128, 76, 28, 'Female', 50.11075851, 1.6787415851903327, 0.11178880138083172, 52, 17.781290575084643, 93.33333333333333, 'High Risk'),
(23502, 71, 13, '12:45.8', 36.01176717123861, 96.78563034, 136, 88, 62, 'Female', 58.86103734451824, 1.886417293296595, 0.14260604249021352, 48, 16.540642438622676, 104, 'High Risk'),
(23503, 74, 15, '11:45.8', 37.114414208010444, 95.63004790666581, 135, 71, 57, 'Female', 52.45244144541208, 1.6846533912988835, 0.10024553459545801, 64, 18.481813629263083, 92.33333333333333, 'High Risk'),
(23504, 94, 18, '10:45.8', 36.51026125174259, 98.68344569680843, 124, 72, 40, 'Female', 74.73496353182462, 1.9835046771435785, 0.071315775, 52, 18.99579041058275, 89.33333333333333, 'High Risk'),
(23505, 99, 12, '09:45.8', 37.36957633855046, 99.44196858378089, 130, 77, 29, 'Male', 51.55240266339145, 1.532979889428549, 0.1034002159733419, 53, 21.93693739445908, 94.66666666666666, 'High Risk'),
(23506, 60, 13, '08:45.8', 36.68356879655262, 96.63093885844083, 126, 77, 78, 'Male', 70.45299848907479, 1.9608865908989594, 0.1266333178277937, 49, 18.322913361051178, 93.33333333333333, 'High Risk'),
(23507, 72, 19, '07:45.8', 36.157272060764484, 96.45178570852826, 132, 88, 32, 'Male', 82.67588011752916, 1.5210727641965676, 0.065691992, 44, 35.733770735945015, 102.66666666666667, 'High Risk'),
(23508, 80, 19, '06:45.8', 36.79474147, 96.46981289876375, 125, 89, 48, 'Male', 90.77428791257447, 1.892963813910778, 0.096785008, 36, 25.332510228784315, 101, 'Low Risk'),
(23509, 89, 13, '05:45.8', 36.14503289934492, 95.11060033299182, 135, 70, 36, 'Male', 98.57009888089202, 1.7306451054407939, 0.095719395, 65, 32.91009646706407, 91.66666666666666, 'High Risk'),
(23510, 74, 16, '04:45.8', 36.14661611901876, 96.67424819157526, 122, 78, 65, 'Female', 93.40430443465036, 1.9609542238681987, 0.13369579912346125, 44, 24.290249698069914, 92.66666666666667, 'Low Risk'),
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(23513, 61, 19, '01:45.8', 36.171528039160265, 98.00870177509259, 125, 71, 21, 'Female', 57.671704399090856, 1.6985932087202973, 0.1472306533323161, 54, 19.988675599188923, 89, 'Low Risk'),
(23514, 95, 14, '00:45.8', 37.13832961769337, 98.19871331209067, 121, 79, 21, 'Female', 83.03280033327306, 1.8408319274276594, 0.13414549766698547, 42, 24.503121231709816, 93, 'High Risk'),
(23515, 86, 19, '59:45.8', 37.43189168569194, 99.28056656101037, 124, 87, 40, 'Male', 81.18899685711045, 1.9723416120295725, 0.050830465, 37, 20.870502249916825, 99.33333333333333, 'Low Risk'),
(23516, 71, 14, '58:45.8', 37.49412929819877, 97.15900108336155, 133, 82, 48, 'Male', 91.62218277221348, 1.791823378539708, 0.13094248806208747, 51, 28.537126254886946, 99, 'Low Risk'),
(23517, 72, 13, '57:45.8', 36.71089782343272, 97.38242165, 134, 78, 32, 'Male', 51.63151491970373, 1.6439054644206847, 0.087554452, 56, 19.105622379169702, 96.66666666666666, 'Low Risk'),
(23518, 99, 13, '56:45.8', 37.20312062948155, 97.06167831795462, 137, 82, 34, 'Female', 54.550500190055814, 1.5972841508408133, 0.079359098, 55, 21.381313059565475, 100.33333333333333, 'High Risk'),
(23519, 73, 16, '55:45.8', 36.45213819, 95.27787732642615, 122, 88, 65, 'Male', 69.40427282416215, 1.9011728517255593, 0.053848651, 34, 19.20184679161166, 99.33333333333333, 'Low Risk'),
(23520, 64, 17, '54:45.8', 37.19963402031663, 95.29026351345951, 128, 88, 73, 'Female', 67.19407301521083, 1.6675470942899997, 0.094012441, 40, 24.164329610352773, 101.33333333333333, 'Low Risk'),
(23521, 63, 17, '53:45.8', 36.896832148038584, 95.36592157258463, 134, 76, 87, 'Male', 89.68577033595707, 1.8225707525205088, 0.071063359, 58, 26.999439557287722, 95.33333333333333, 'Low Risk'),
(23522, 67, 17, '52:45.8', 37.27773972044739, 95.82891947677687, 136, 77, 50, 'Female', 55.94121418743011, 1.646287873883042, 0.089315048, 59, 20.640505524516524, 96.66666666666666, 'Low Risk'),
(23523, 71, 12, '51:45.8', 36.717233135065044, 96.87144292878634, 115, 85, 83, 'Female', 72.46273421652731, 1.6703514419276613, 0.11410941898379147, 30, 25.97161788057104, 95, 'Low Risk'),
(23524, 68, 15, '50:45.8', 36.77776167200301, 95.37400356676673, 121, 72, 83, 'Male', 94.38614117239949, 1.9048004696906917, 0.13689619645933637, 49, 26.01412675538572, 88.33333333333333, 'Low Risk'),
(23525, 86, 16, '49:45.8', 36.70835626711881, 97.42794074505336, 115, 75, 46, 'Male', 94.81555489158356, 1.6976593648206464, 0.1481272414977381, 40, 32.89868083279478, 88.33333333333333, 'High Risk'),
(23526, 60, 12, '48:45.8', 36.735692297650104, 97.41288145692114, 138, 73, 49, 'Female', 99.41154152, 1.763218213398721, 0.058540047850485936, 65, 31.976040226239846, 94.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(23528, 60, 19, '46:45.8', 37.18064460917515, 99.93460816778423, 113, 83, 25, 'Male', 62.570256612000094, 1.7137079535869497, 0.12855245866207798, 30, 21.305626600867146, 93, 'Low Risk'),
(23529, 64, 16, '45:45.8', 36.60179010429512, 98.67406432818397, 117, 72, 23, 'Female', 54.043156111961565, 1.9446353098313087, 0.084788458, 45, 14.291057591525101, 87, 'High Risk'),
(23530, 96, 19, '44:45.8', 36.82392435719356, 99.07721110861294, 133, 89, 70, 'Female', 56.699582869322484, 1.7216457656776036, 0.13606431462938756, 44, 19.128999962182434, 103.66666666666667, 'High Risk'),
(23531, 90, 17, '43:45.8', 36.358050487878614, 98.86467616894112, 136, 71, 80, 'Male', 90.62558478416135, 1.8850877885339135, 0.073799528, 65, 25.502788062721343, 92.66666666666666, 'Low Risk'),
(23532, 72, 14, '42:45.8', 36.361905664996506, 99.32813844565885, 112, 73, 64, 'Female', 74.50369721, 1.8044439738498865, 0.077671732, 39, 22.881844006587336, 86, 'Low Risk'),
(23533, 74, 18, '41:45.8', 36.298689248055574, 96.80077452554038, 129, 84, 41, 'Female', 90.11923720633898, 1.9210590653785307, 0.13579937743174764, 45, 24.419460851693387, 99, 'Low Risk'),
(23534, 60, 12, '40:45.8', 36.450426798239526, 97.11088085, 125, 86, 25, 'Male', 51.79207834588265, 1.6459123223720493, 0.11819477062568279, 39, 19.11832964971052, 99, 'Low Risk'),
(23535, 77, 18, '39:45.8', 37.068868517348314, 97.16239343284342, 117, 83, 46, 'Female', 74.24477664, 1.5202514180551763, 0.089234645, 34, 32.124403381721926, 94.33333333333333, 'High Risk'),
(23536, 81, 18, '38:45.8', 36.267049185890095, 97.31859096243234, 134, 82, 72, 'Male', 61.04700204190344, 1.6064617499928122, 0.081256613, 52, 23.655033214979223, 99.33333333333333, 'Low Risk'),
(23537, 73, 16, '37:45.8', 37.373345565459864, 97.63423316671485, 116, 76, 85, 'Male', 67.41353571589187, 1.5234440054795266, 0.064725848, 40, 29.04652034684506, 89.33333333333333, 'Low Risk'),
(23538, 87, 18, '36:45.8', 36.14537787281981, 98.47677284322133, 122, 79, 65, 'Male', 51.875325148002545, 1.5001435447547653, 0.10740733803407665, 43, 23.05128799936882, 93.33333333333333, 'Low Risk'),
(23539, 95, 12, '35:45.8', 37.26175172370444, 95.75232832892108, 131, 85, 29, 'Male', 60.48606820915275, 1.897173356124481, 0.13253140238070643, 46, 16.805108519288996, 100.33333333333333, 'High Risk'),
(23540, 86, 18, '34:45.8', 36.52623432188123, 97.17960394495455, 139, 72, 66, 'Female', 73.85598734252133, 1.6191822184709228, 0.1164357277759449, 67, 28.170480624484274, 94.33333333333333, 'Low Risk'),
(23541, 82, 18, '33:45.8', 36.250735314917634, 96.29772803203248, 138, 89, 52, 'Male', 63.63803491687839, 1.809225676306982, 0.10964901229131156, 49, 19.441567406386696, 105.33333333333333, 'Low Risk'),
(23542, 84, 16, '32:45.8', 36.403832032488694, 98.77113319000031, 125, 70, 67, 'Male', 67.35275736865626, 1.973792937661583, 0.12431183124757554, 55, 17.288296358343604, 88.33333333333333, 'High Risk'),
(23543, 85, 15, '31:45.8', 36.69737925, 96.38326445, 138, 81, 31, 'Male', 90.79600463, 1.5164055362122395, 0.055362536525204745, 57, 39.485352156824106, 100, 'High Risk'),
(23544, 87, 15, '30:45.8', 36.825786175493676, 99.45998415579955, 123, 78, 30, 'Female', 83.95073798510947, 1.988790067170629, 0.094709359, 45, 21.22494794150436, 93, 'Low Risk'),
(23545, 76, 13, '29:45.8', 37.20191500696387, 97.53347722381905, 120, 88, 64, 'Male', 79.38819144, 1.9274943107501972, 0.1127967574544813, 32, 21.368286531921107, 98.66666666666667, 'Low Risk'),
(23546, 65, 14, '28:45.8', 37.35478314550125, 97.80761900424989, 122, 75, 64, 'Female', 97.72775470148645, 1.7756559712631774, 0.052111087, 47, 30.995615770255114, 90.66666666666667, 'High Risk'),
(23547, 77, 14, '27:45.8', 36.354565263268455, 96.23085641393185, 134, 74, 63, 'Male', 87.07684309, 1.9249442295619033, 0.090650165, 60, 23.499919401741963, 94, 'Low Risk'),
(23548, 95, 15, '26:45.8', 37.261125140211654, 96.67987833356919, 115, 73, 38, 'Female', 95.48328181274445, 1.9411791255795103, 0.13146871289391004, 42, 25.33938747504577, 87, 'High Risk'),
(23549, 92, 18, '25:45.8', 36.96469474204576, 97.12109976866627, 125, 74, 76, 'Male', 98.39027960777796, 1.789088863038464, 0.075899926, 51, 30.738903406887474, 91, 'High Risk'),
(23550, 79, 13, '24:45.8', 37.33022179070622, 96.13187041009643, 118, 70, 79, 'Female', 65.34830257, 1.888969575065862, 0.094011839, 48, 18.314049568333136, 86, 'High Risk'),
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(23728, 88, 14, '26:45.8', 37.475573001062884, 95.12639473447733, 113, 79, 87, 'Male', 55.35541850836415, 1.7355821154876148, 0.13084203035556113, 34, 18.376796499024255, 90.33333333333333, 'High Risk'),
(23729, 82, 19, '25:45.8', 36.52718580622835, 97.52114127691935, 122, 88, 43, 'Female', 73.96012885640496, 1.6186596735865568, 0.050118881, 34, 28.228419640782537, 99.33333333333333, 'Low Risk'),
(23730, 93, 16, '24:45.8', 37.28416217848407, 99.49621991092081, 131, 78, 43, 'Female', 90.63963988876374, 1.972020020333351, 0.068176704, 53, 23.307491368860923, 95.66666666666666, 'High Risk'),
(23731, 65, 16, '23:45.8', 37.03857227181034, 99.22705389772887, 131, 86, 50, 'Female', 84.3254602, 1.7689486256905285, 0.091457725, 45, 26.94810802452179, 101, 'Low Risk'),
(23732, 62, 12, '22:45.8', 37.027845217525325, 95.01808546493682, 129, 78, 63, 'Male', 65.23422398, 1.9268229126044867, 0.071688477, 51, 17.570814603004635, 95, 'High Risk'),
(23733, 83, 14, '21:45.8', 36.52485598102757, 95.49048686, 139, 77, 55, 'Female', 68.27973725118453, 1.8454095225758524, 0.1261532830150975, 62, 20.049628345060768, 97.66666666666666, 'Low Risk'),
(23734, 92, 19, '20:45.8', 36.18121414060197, 99.02468478658132, 134, 78, 67, 'Male', 69.95486090195507, 1.7781730316886137, 0.12737940603234266, 56, 22.124316300776897, 96.66666666666666, 'High Risk'),
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(23738, 67, 17, '16:45.8', 36.30295404763011, 96.48228186891194, 123, 81, 62, 'Female', 57.46357416, 1.870526563922942, 0.1137025671327456, 42, 16.423468233432928, 95, 'High Risk'),
(23739, 65, 14, '15:45.8', 36.380961299135464, 96.77234305351999, 110, 87, 58, 'Male', 93.49751241529438, 1.8319919027204448, 0.13306488330269017, 23, 27.85819388765676, 94.66666666666667, 'Low Risk'),
(23740, 99, 17, '14:45.8', 37.145413132984295, 95.25906949225117, 113, 85, 45, 'Male', 68.61140758708805, 1.910782302616429, 0.056933936, 28, 18.79203915240067, 94.33333333333333, 'High Risk'),
(23741, 69, 16, '13:45.8', 36.49450556130855, 99.17814019402967, 125, 73, 23, 'Female', 95.47101751999529, 1.8796533899500991, 0.10499053535778252, 52, 27.021907728955348, 90.33333333333333, 'Low Risk'),
(23742, 94, 16, '12:45.8', 36.58812789095251, 96.75955097521927, 137, 76, 75, 'Female', 51.68507531542733, 1.6250482610589683, 0.14935745309604503, 61, 19.57188372085403, 96.33333333333333, 'High Risk'),
(23743, 98, 17, '11:45.8', 36.401857803581336, 98.84473012998265, 130, 72, 42, 'Male', 79.39161446377585, 1.8524362279154554, 0.09344509, 58, 23.13599074501876, 91.33333333333333, 'High Risk'),
(23744, 91, 18, '10:45.8', 37.42742477627054, 95.93901994044435, 125, 89, 18, 'Female', 54.08750036284894, 1.8414232835937128, 0.11027622682807178, 36, 15.95106374787644, 101, 'High Risk'),
(23745, 87, 12, '09:45.8', 37.43970650527938, 97.14377584209628, 135, 84, 21, 'Female', 80.31299582032932, 1.5067266219977382, 0.089334845, 51, 35.37666610460044, 101, 'High Risk'),
(23746, 84, 14, '08:45.8', 37.10308594846793, 96.48747239882707, 129, 86, 19, 'Female', 58.37015105, 1.8535085467811852, 0.13271910613383348, 43, 16.99032284427821, 100.33333333333333, 'High Risk'),
(23747, 97, 13, '07:45.8', 37.175650666280596, 99.38558252157199, 129, 80, 26, 'Male', 95.02287079, 1.7445065715733075, 0.13549251148899127, 49, 31.22359660702316, 96.33333333333333, 'High Risk'),
(23748, 79, 19, '06:45.8', 36.61364258762052, 99.99104116553667, 133, 79, 25, 'Male', 85.61649713992206, 1.5665276329616626, 0.10215500191991558, 54, 34.88842267947709, 97, 'High Risk'),
(23749, 64, 13, '05:45.8', 36.04723182034115, 96.07465664693939, 120, 75, 49, 'Male', 88.61483612760608, 1.7687477769966582, 0.097988045, 45, 28.325306935752366, 90, 'Low Risk'),
(23750, 68, 12, '04:45.8', 37.01564645490837, 99.17330335788095, 111, 84, 87, 'Male', 87.60685630299756, 1.8863641538050875, 0.14134900270109002, 27, 24.619942045894856, 93, 'Low Risk'),
(23751, 70, 18, '03:45.8', 37.09459981174875, 97.28650438954794, 139, 74, 86, 'Female', 61.61073685293048, 1.7925104326321115, 0.11081349453969819, 65, 19.17489607933922, 95.66666666666666, 'Low Risk'),
(23752, 94, 16, '02:45.8', 36.68737889010662, 97.25160406, 125, 83, 63, 'Female', 91.65361537252659, 1.5774494226075348, 0.089242211, 42, 36.83313747099539, 97, 'High Risk'),
(23753, 72, 19, '01:45.8', 37.13008534080457, 96.16412358352984, 125, 81, 84, 'Male', 52.417951845987794, 1.7066241973329301, 0.091136538, 44, 17.997171267471327, 95.66666666666667, 'High Risk'),
(23754, 62, 14, '00:45.8', 37.04539191326915, 98.56422014117834, 135, 75, 73, 'Female', 62.01142737660989, 1.756651887754239, 0.087321991, 60, 20.095569320979422, 95, 'Low Risk'),
(23755, 90, 14, '59:45.8', 37.425947769085326, 96.20895459092543, 121, 88, 82, 'Male', 74.54321226309442, 1.5501189047419919, 0.13916081985432976, 33, 31.02259177995623, 99, 'High Risk'),
(23756, 67, 17, '58:45.8', 36.404224539996584, 95.68986050764497, 117, 77, 36, 'Male', 71.17793603328235, 1.761775856849174, 0.11890482461561248, 40, 22.93211347568061, 90.33333333333333, 'Low Risk'),
(23757, 74, 19, '57:45.8', 36.98781073687391, 99.72815539465913, 125, 76, 51, 'Male', 51.118243752795976, 1.5564354034669654, 0.073542336, 49, 21.101519166657642, 92.33333333333333, 'Low Risk'),
(23758, 64, 16, '56:45.8', 37.42416881, 96.60487266050602, 130, 78, 27, 'Male', 55.06411813464869, 1.7508522748077335, 0.073666092, 52, 17.962619845807076, 95.33333333333333, 'High Risk'),
(23759, 71, 18, '55:45.8', 37.07725369304331, 98.02315831871033, 128, 72, 29, 'Female', 53.07588258645569, 1.6819378641939944, 0.10888672455079362, 56, 18.761922143393722, 90.66666666666666, 'Low Risk'),
(23760, 85, 19, '54:45.8', 36.56274730584371, 97.55404725, 136, 86, 19, 'Female', 80.49685689571444, 1.6661680984399985, 0.070118424, 50, 28.996213796793633, 102.66666666666666, 'Low Risk'),
(23761, 89, 19, '53:45.8', 36.70527853, 95.99882306069848, 114, 73, 33, 'Male', 77.99138602913128, 1.7315665811101753, 0.073522655, 41, 26.01167071923828, 86.66666666666667, 'Low Risk'),
(23762, 76, 19, '52:45.8', 36.01178278242135, 96.72199229, 127, 86, 19, 'Male', 77.45740582244169, 1.5513349502090965, 0.11916524514826922, 41, 32.184872565542705, 99.66666666666667, 'High Risk'),
(23763, 65, 17, '51:45.8', 37.36453895971174, 97.27408293673996, 130, 82, 65, 'Male', 61.97754851516696, 1.878511709641561, 0.1200140719137411, 48, 17.563318653024844, 98, 'High Risk'),
(23764, 70, 15, '50:45.8', 36.77529783802249, 99.51588657, 117, 81, 38, 'Female', 76.43629738, 1.9267156249421473, 0.075438951, 36, 20.59038194285512, 93, 'Low Risk'),
(23765, 89, 15, '49:45.8', 37.30049458003962, 99.30225469717642, 115, 84, 82, 'Female', 77.43144282429239, 1.884559157, 0.1269553607906382, 31, 21.80207364735365, 94.33333333333333, 'Low Risk'),
(23766, 69, 19, '48:45.8', 36.79188566567761, 99.40193129661202, 125, 89, 49, 'Female', 93.51379859, 1.6354329487328259, 0.070551349, 36, 34.96312254344005, 101, 'High Risk'),
(23767, 64, 13, '47:45.8', 37.12259999722268, 97.91733803669074, 115, 74, 24, 'Male', 62.178994254699866, 1.8062045624829612, 0.10815774593440675, 41, 19.059426261607495, 87.66666666666667, 'Low Risk'),
(23768, 93, 14, '46:45.8', 37.428610230048655, 99.83441388342045, 127, 89, 75, 'Male', 97.08639471135979, 1.946275640953043, 0.074149184, 38, 25.630063347261885, 101.66666666666667, 'High Risk'),
(23769, 74, 14, '45:45.8', 37.44478096695601, 97.01483795730073, 138, 75, 71, 'Male', 59.67473685044332, 1.6634747096299156, 0.055608168, 63, 21.565429274957303, 96, 'Low Risk'),
(23770, 79, 18, '44:45.8', 36.620853138742284, 95.22867316075907, 120, 81, 29, 'Female', 52.51485496742747, 1.9703806914514375, 0.14244274697089748, 39, 13.526389354728375, 94, 'High Risk'),
(23771, 86, 19, '43:45.8', 37.08228154110465, 98.61994164, 128, 78, 87, 'Female', 82.14993919589426, 1.9801478083494426, 0.12127238228686323, 50, 20.951350747693123, 94.66666666666666, 'Low Risk'),
(23772, 76, 13, '42:45.8', 36.78976526362354, 95.87187565603747, 111, 77, 72, 'Male', 55.07558692935016, 1.7352964826583674, 0.11618331400621865, 34, 18.289918111946996, 88.33333333333333, 'High Risk'),
(23773, 88, 16, '41:45.8', 36.81469050811577, 98.32374714627714, 124, 80, 85, 'Male', 51.49218833213311, 1.7596182207552407, 0.13158523133303063, 44, 16.630467128301685, 94.66666666666667, 'High Risk'),
(23774, 96, 12, '40:45.8', 36.80748302067305, 98.82628805655878, 120, 70, 35, 'Female', 59.00429237598179, 1.9587903889315426, 0.1252076594491658, 50, 15.378276934708206, 86.66666666666666, 'High Risk'),
(23775, 90, 16, '39:45.8', 36.99107915517079, 95.67638361227259, 121, 75, 46, 'Female', 53.76389735713396, 1.5164281287035837, 0.12664062444736948, 46, 23.38013852061674, 90.33333333333333, 'Low Risk'),
(23776, 69, 13, '38:45.8', 36.26471115603083, 96.11838842971407, 112, 87, 37, 'Female', 58.074136337165356, 1.8462579747294576, 0.085623502, 25, 17.037190967539157, 95.33333333333333, 'High Risk'),
(23777, 92, 16, '37:45.8', 36.332840796913274, 99.87631100527736, 139, 76, 74, 'Female', 60.285018056458064, 1.8263501840941587, 0.062355699, 63, 18.073459483622933, 97, 'High Risk'),
(23778, 76, 16, '36:45.8', 36.47648400829787, 96.57189555759525, 115, 84, 24, 'Male', 81.71587133, 1.511586174565305, 0.095655594, 31, 35.76354770215305, 94.33333333333333, 'High Risk'),
(23779, 84, 19, '35:45.8', 36.595355422003685, 97.64673305151815, 125, 85, 60, 'Male', 54.73180533044995, 1.6188984560293231, 0.052744778817936426, 40, 20.883368688048233, 98.33333333333333, 'Low Risk'),
(23780, 82, 14, '34:45.8', 37.302437042959006, 95.65163581951036, 122, 85, 55, 'Male', 62.410958828533936, 1.8648248638512204, 0.082079064, 37, 17.946706180446757, 97.33333333333333, 'High Risk'),
(23781, 98, 18, '33:45.8', 37.36130890874579, 99.72227927044021, 113, 74, 32, 'Male', 68.04795318947578, 1.6373157240728866, 0.085678439, 39, 25.38342383, 87, 'High Risk'),
(23782, 75, 13, '32:45.8', 37.42266341015815, 95.17770193901555, 110, 87, 38, 'Male', 78.87264601294093, 1.6275284319537355, 0.11338818795926893, 23, 29.776197911974133, 94.66666666666667, 'Low Risk'),
(23783, 95, 17, '31:45.8', 37.222082622336046, 96.67151948, 125, 77, 45, 'Male', 96.93755433119318, 1.5716904189615033, 0.068889075, 48, 39.242624713878904, 93, 'High Risk'),
(23784, 76, 17, '30:45.8', 37.057023265616806, 98.98783249411747, 128, 86, 86, 'Female', 99.61534168901152, 1.9230084716244003, 0.084550821, 42, 26.937906054928025, 100, 'Low Risk'),
(23785, 71, 19, '29:45.8', 36.72553746189309, 95.32147150359341, 117, 86, 65, 'Male', 72.63069766186024, 1.9253486569328049, 0.058062261, 31, 19.59302276773635, 96.33333333333333, 'Low Risk'),
(23786, 82, 17, '28:45.8', 37.09611447939056, 99.49593524938928, 131, 72, 44, 'Male', 52.32864380793429, 1.8212114201567295, 0.051053854, 59, 15.776793801523214, 91.66666666666666, 'High Risk'),
(23787, 77, 14, '27:45.8', 37.379176828275135, 99.35429706637274, 123, 82, 18, 'Male', 75.52581410977999, 1.5032449439251057, 0.14012290119082343, 41, 33.42226757, 95.66666666666667, 'High Risk'),
(23788, 78, 14, '26:45.8', 37.352453111815436, 98.66846211645743, 137, 70, 56, 'Female', 63.36229799, 1.647719783250753, 0.1482244128285004, 67, 23.33803073780998, 92.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(23789, 96, 19, '25:45.8', 36.85020073564559, 99.43775623820952, 139, 86, 37, 'Female', 50.98584129789489, 1.9824654620269995, 0.074701794, 53, 12.97293763, 103.66666666666666, 'High Risk'),
(23790, 90, 16, '24:45.8', 36.83767887802132, 97.07026917062787, 137, 84, 26, 'Male', 63.02936746812062, 1.6772449851145312, 0.081241787, 53, 22.405257766621787, 101.66666666666666, 'Low Risk'),
(23791, 82, 16, '23:45.8', 36.30116097037922, 96.36356055115742, 116, 72, 51, 'Female', 54.439078665162576, 1.891523665603294, 0.067852906, 44, 15.215534319113225, 86.66666666666667, 'High Risk'),
(23792, 76, 17, '22:45.8', 36.71066092009724, 96.84520058892002, 121, 88, 40, 'Female', 81.64900045778931, 1.6225929452204442, 0.052669027225604785, 33, 31.012137845662668, 99, 'High Risk'),
(23793, 72, 16, '21:45.8', 37.023568304574354, 95.09127340143733, 118, 88, 59, 'Female', 88.75093752604272, 1.5863354680898816, 0.14940507242390358, 30, 35.268166337460876, 98, 'High Risk'),
(23794, 99, 18, '20:45.8', 37.24536327553562, 99.18550902417319, 117, 73, 46, 'Male', 83.22268715392445, 1.9532614808829583, 0.1474840970622064, 44, 21.813279448830166, 87.66666666666667, 'High Risk'),
(23795, 82, 12, '19:45.8', 36.67476247670894, 99.67013101426109, 135, 87, 40, 'Female', 61.23701298, 1.798352499358845, 0.062114424, 48, 18.934958293698802, 103, 'Low Risk'),
(23796, 66, 13, '18:45.8', 36.002756988778785, 96.09918017938082, 111, 88, 37, 'Male', 99.79053909026538, 1.939723197429565, 0.11469140369720954, 23, 26.522218556974796, 95.66666666666667, 'Low Risk'),
(23797, 81, 17, '17:45.8', 37.305163998768904, 95.60122324813915, 125, 76, 88, 'Female', 72.02988175873081, 1.7300864653200336, 0.054906406, 49, 24.06451341446897, 92.33333333333333, 'Low Risk'),
(23798, 94, 17, '16:45.8', 37.36147925790619, 96.57161539, 121, 84, 18, 'Female', 76.16865655486995, 1.7490962336360094, 0.081475283, 37, 24.89710704, 96.33333333333333, 'High Risk'),
(23799, 84, 18, '15:45.8', 36.04813093722516, 97.24296832165976, 136, 88, 23, 'Male', 63.95001378551524, 1.5542867212252525, 0.11137065652090258, 48, 26.471488897688797, 104, 'Low Risk'),
(23800, 69, 15, '14:45.8', 36.64209695432072, 98.74359603493254, 111, 88, 87, 'Male', 71.27872132839951, 1.847911730357948, 0.05862691, 23, 20.873604747185265, 95.66666666666667, 'Low Risk'),
(23801, 63, 17, '13:45.8', 36.698956369697356, 97.47532518, 139, 89, 32, 'Male', 97.77722669111316, 1.9492901760263044, 0.1390569027165253, 50, 25.732662670112614, 105.66666666666666, 'Low Risk'),
(23802, 74, 19, '12:45.8', 36.39696425630427, 98.62357446716352, 120, 72, 23, 'Male', 83.66733906, 1.9711784963958483, 0.12103059503723491, 48, 21.53297576, 88, 'Low Risk'),
(23803, 77, 12, '11:45.8', 36.07653452162986, 99.20460106700412, 139, 86, 66, 'Male', 87.62798627861147, 1.8720997201038838, 0.060499899, 53, 25.00258284022272, 103.66666666666666, 'Low Risk'),
(23804, 82, 18, '10:45.8', 36.12590470379619, 97.02417761808017, 114, 74, 59, 'Male', 98.3427631, 1.7570692895246691, 0.11264105476273001, 40, 31.854047997918276, 87.33333333333333, 'High Risk'),
(23805, 91, 16, '09:45.8', 36.362032339060214, 95.46349825501963, 125, 89, 73, 'Female', 82.84523255308275, 1.6406593976776365, 0.1391623459753929, 36, 30.777310103443355, 101, 'High Risk'),
(23806, 89, 19, '08:45.8', 36.859487229917555, 99.80486697058987, 130, 83, 20, 'Male', 96.14726774651734, 1.9800301944922447, 0.068790666, 47, 24.52411370555061, 98.66666666666667, 'Low Risk'),
(23807, 69, 14, '07:45.8', 37.252591047785614, 95.59903251741008, 110, 81, 32, 'Male', 66.60142633987338, 1.5755973099742029, 0.129875313, 29, 26.82829473329717, 90.66666666666667, 'Low Risk'),
(23808, 88, 13, '06:45.8', 37.455867818930145, 99.34528950732776, 120, 81, 59, 'Female', 96.59866428, 1.8266079071838521, 0.11734239969470554, 39, 28.952125627408115, 94, 'Low Risk'),
(23809, 61, 12, '05:45.8', 37.44003450792607, 97.76136422133823, 121, 71, 77, 'Male', 84.49204745266493, 1.5939799923571127, 0.088744015, 50, 33.25447552, 87.66666666666666, 'High Risk'),
(23810, 81, 15, '04:45.8', 37.49617459301946, 99.60037323318849, 113, 82, 60, 'Female', 82.84080100695985, 1.5779533227481581, 0.1485304339029439, 31, 33.27024393050623, 92.33333333333333, 'High Risk'),
(23811, 95, 19, '03:45.8', 36.20915820013546, 95.88351417552295, 134, 88, 59, 'Male', 50.613044131834236, 1.5834141877405488, 0.057931404674813204, 46, 20.18707492079526, 103.33333333333333, 'High Risk'),
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(23990, 65, 13, '04:45.8', 37.169986826827106, 96.53787792183255, 131, 83, 35, 'Male', 67.88550752642152, 1.7078211198304725, 0.096922707, 48, 23.275140393409593, 99, 'Low Risk'),
(23991, 85, 12, '03:45.8', 37.013715715611134, 98.84804469291417, 128, 75, 75, 'Female', 68.4260332, 1.8243198849520794, 0.082197328, 53, 20.559823398840248, 92.66666666666666, 'Low Risk'),
(23992, 72, 12, '02:45.8', 36.01807196092284, 95.70896270205292, 133, 70, 87, 'Female', 75.22149355462332, 1.775750786, 0.060746947, 63, 23.85491761699506, 91, 'Low Risk'),
(23993, 80, 12, '01:45.8', 37.250460331197154, 98.98847277504471, 134, 84, 65, 'Female', 59.05974283785727, 1.7998628275162496, 0.062097745811885485, 50, 18.231094256464825, 100.66666666666666, 'High Risk'),
(23994, 76, 13, '00:45.8', 36.757472608379395, 95.09648080576062, 134, 88, 54, 'Female', 92.32593606698468, 1.9214315009592728, 0.14509568849588872, 46, 25.00770897170272, 103.33333333333333, 'Low Risk'),
(23995, 87, 16, '59:45.8', 36.820227749520534, 95.21081640121253, 132, 73, 25, 'Female', 70.80324891198754, 1.8004054226215194, 0.053888126, 59, 21.84301388, 92.66666666666666, 'Low Risk'),
(23996, 88, 18, '58:45.8', 37.10139780710042, 98.25890455485037, 119, 83, 71, 'Male', 93.98671344157628, 1.7638389534767431, 0.071457815, 36, 30.209852458078977, 95, 'High Risk'),
(23997, 61, 16, '57:45.8', 36.54137791306994, 99.33254237534594, 125, 70, 89, 'Male', 83.61602515290333, 1.9964060882595884, 0.1413980082490784, 55, 20.97933642838718, 88.33333333333333, 'Low Risk'),
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(23999, 82, 17, '55:45.8', 37.18800180859319, 98.52983882, 115, 79, 41, 'Female', 83.94980365330487, 1.6216084869602907, 0.14665699147575856, 36, 31.92476193855301, 91, 'High Risk'),
(24000, 86, 17, '54:45.8', 37.31221204198008, 99.40740249900966, 120, 71, 42, 'Male', 63.894119368029166, 1.6609827708674718, 0.076262795, 49, 23.159577568080024, 87.33333333333333, 'Low Risk'),
(24001, 63, 13, '53:45.8', 37.02432725868199, 96.83311101693508, 127, 86, 26, 'Female', 71.59135706719516, 1.9610808844920748, 0.080601897, 41, 18.615280384384434, 99.66666666666667, 'Low Risk'),
(24002, 81, 18, '52:45.8', 37.42554661667903, 99.61735085265887, 127, 80, 80, 'Female', 87.13141849, 1.5833205124812446, 0.09842373, 47, 34.75658576077224, 95.66666666666667, 'High Risk'),
(24003, 77, 14, '51:45.8', 37.45447490326613, 97.03305544927986, 138, 88, 28, 'Female', 92.54702857144105, 1.5497487945277582, 0.10295692457530967, 50, 38.53362484821318, 104.66666666666666, 'High Risk'),
(24004, 89, 18, '50:45.8', 37.43585327477952, 96.96649134692932, 137, 84, 38, 'Female', 76.27297618067236, 1.509774675910725, 0.078984385, 53, 33.46157817, 101.66666666666666, 'High Risk'),
(24005, 60, 17, '49:45.8', 36.38255173, 97.20870595121444, 129, 73, 40, 'Male', 75.02888285642811, 1.8655983026901328, 0.071663801, 56, 21.55719271187012, 91.66666666666666, 'Low Risk'),
(24006, 64, 13, '48:45.8', 36.223338599802595, 98.31583840350058, 138, 81, 67, 'Female', 88.10291066853898, 1.5875631129922851, 0.076369556, 57, 34.95652534, 100, 'High Risk'),
(24007, 99, 18, '47:45.8', 36.641941948424105, 98.56818815481851, 118, 88, 61, 'Female', 81.71949279345004, 1.9720171627732201, 0.056968419, 30, 21.01378486556049, 98, 'High Risk'),
(24008, 84, 17, '46:45.8', 36.10707945439864, 97.08613926526428, 123, 71, 58, 'Female', 53.54014942091981, 1.564059134301615, 0.070064303, 52, 21.886345009062644, 88.33333333333333, 'Low Risk'),
(24009, 91, 12, '45:45.8', 36.12608734098234, 98.05205911688523, 117, 71, 88, 'Male', 78.92675937563325, 1.5589097309104814, 0.11749130345205101, 46, 32.47748087352475, 86.33333333333333, 'High Risk'),
(24010, 95, 14, '44:45.8', 36.107620077134015, 95.67603607742755, 111, 82, 28, 'Male', 67.46072215824474, 1.933712905738632, 0.054120194, 29, 18.041265362565927, 91.66666666666667, 'High Risk'),
(24011, 62, 15, '43:45.8', 37.17694248169987, 98.37818797025574, 112, 77, 72, 'Male', 93.42734629727249, 1.5448701451667832, 0.11589368092500259, 35, 39.14623982659122, 88.66666666666667, 'High Risk'),
(24012, 85, 13, '42:45.8', 36.009458631214564, 95.25579790979447, 119, 82, 48, 'Male', 66.26052150600674, 1.5285445080432485, 0.076339898, 37, 28.35950666461198, 94.33333333333333, 'Low Risk'),
(24013, 90, 15, '41:45.8', 36.56503266548125, 97.02805171191223, 125, 84, 19, 'Male', 51.76137506347806, 1.8244033579107541, 0.052336047, 41, 15.551206175313323, 97.66666666666667, 'High Risk'),
(24014, 77, 12, '40:45.8', 36.48956299354933, 98.01899996839559, 120, 83, 78, 'Male', 59.90088771, 1.6703567912627868, 0.13057284561194402, 37, 21.469145743924102, 95.33333333333333, 'Low Risk'),
(24015, 68, 17, '39:45.8', 36.09789449875837, 98.38244928030426, 128, 72, 22, 'Male', 98.08473358467074, 1.9019886731899747, 0.073829554, 56, 27.11349883114388, 90.66666666666666, 'Low Risk'),
(24016, 76, 16, '38:45.8', 36.97857586275148, 95.97640694968061, 112, 72, 52, 'Female', 83.34863768, 1.9845407361223415, 0.12931949498277867, 40, 21.163060321067654, 85.33333333333333, 'Low Risk'),
(24017, 90, 12, '37:45.8', 36.54251366, 97.60685696929309, 123, 71, 48, 'Male', 58.47622156194534, 1.8595386795314155, 0.1180467418546144, 52, 16.910983670782027, 88.33333333333333, 'High Risk'),
(24018, 63, 13, '36:45.8', 36.45927750906213, 95.14580668961443, 116, 82, 76, 'Female', 85.38854304079135, 1.8431628623150937, 0.086498845, 34, 25.134611731429047, 93.33333333333333, 'Low Risk'),
(24019, 83, 18, '35:45.8', 37.46979256621618, 96.82622327640047, 111, 85, 62, 'Female', 70.14770929640713, 1.7668057016544025, 0.076992334, 26, 22.47169901573119, 93.66666666666667, 'Low Risk'),
(24020, 92, 19, '34:45.8', 37.47786317416129, 97.46090430387461, 138, 75, 66, 'Male', 69.61878510774852, 1.6877411428070377, 0.072934338, 63, 24.440763312234832, 96, 'High Risk'),
(24021, 71, 12, '33:45.8', 36.73521808304148, 95.10833651376524, 116, 79, 29, 'Male', 55.21181239299243, 1.6468166427855015, 0.14711917729288798, 37, 20.358299956746297, 91.33333333333333, 'Low Risk'),
(24022, 87, 16, '32:45.8', 36.86752786630034, 97.62114445053133, 110, 84, 68, 'Female', 55.154358486959026, 1.8159568515725462, 0.099556688, 26, 16.725102470130423, 92.66666666666667, 'High Risk'),
(24023, 96, 17, '31:45.8', 36.82608507351474, 96.33662201225987, 128, 79, 27, 'Male', 73.85232480154491, 1.625074557, 0.099299182, 49, 27.965178086292585, 95.33333333333333, 'High Risk'),
(24024, 88, 14, '30:45.8', 37.127026987033645, 95.49314043, 116, 87, 68, 'Male', 99.07663628271122, 1.9814096745645793, 0.075712908, 29, 25.236126471932785, 96.66666666666667, 'Low Risk'),
(24025, 87, 13, '29:45.8', 36.482972065011005, 97.59783282326946, 126, 84, 88, 'Female', 91.02466003620295, 1.7281060052481045, 0.089694071, 42, 30.480234701056656, 98, 'High Risk'),
(24026, 67, 17, '28:45.8', 36.172935825563144, 98.41055363374484, 111, 87, 74, 'Female', 52.01574561490226, 1.711092790558507, 0.065229637, 24, 17.76592012897939, 95, 'High Risk'),
(24027, 91, 12, '27:45.8', 37.37027736, 97.77532844031109, 111, 88, 60, 'Female', 51.166297768279875, 1.965317643405125, 0.12723698147438273, 23, 13.24702902686505, 95.66666666666667, 'High Risk'),
(24028, 78, 19, '26:45.8', 37.05143937432013, 98.90318051180914, 133, 82, 87, 'Male', 64.50435373, 1.833244423932315, 0.093564304, 51, 19.19323951733138, 99, 'Low Risk'),
(24029, 93, 14, '25:45.8', 37.30952987593407, 95.31663316657009, 136, 75, 43, 'Female', 60.858956408243394, 1.5261725677259015, 0.060316505, 61, 26.128664645182624, 95.33333333333333, 'High Risk'),
(24030, 77, 12, '24:45.8', 36.05827970526633, 99.88216851032972, 130, 88, 88, 'Male', 84.04840455387227, 1.8352189248819186, 0.052119481, 42, 24.954778291767767, 102, 'Low Risk'),
(24031, 65, 19, '23:45.8', 37.063951138984606, 99.62896690186074, 116, 83, 78, 'Female', 59.12074572365326, 1.763260168786637, 0.14697690998440788, 33, 19.015471969366928, 94, 'Low Risk'),
(24032, 89, 12, '22:45.8', 37.07373812345286, 97.19225379613756, 110, 86, 81, 'Male', 78.11848363445759, 1.6348490365196424, 0.097574985, 24, 29.227959250497776, 94, 'Low Risk'),
(24033, 98, 19, '21:45.8', 36.73692249492539, 99.74035484891307, 131, 75, 24, 'Male', 62.969931752147104, 1.728033440114449, 0.11894283164592281, 56, 21.087686553233155, 93.66666666666666, 'High Risk'),
(24034, 71, 18, '20:45.8', 37.17956964236679, 99.33065167183632, 121, 81, 53, 'Male', 52.13280957653318, 1.5488210834107514, 0.12330183153585163, 40, 21.732446898044415, 94.33333333333333, 'Low Risk'),
(24035, 97, 19, '19:45.8', 36.91036219603103, 95.32879597939595, 121, 78, 24, 'Female', 99.49455667877115, 1.8049583983138722, 0.09607288, 43, 30.539711372228243, 92.33333333333333, 'High Risk'),
(24036, 68, 16, '18:45.8', 36.60333136668875, 97.69857553925934, 138, 76, 30, 'Female', 70.96704551, 1.8719002813922168, 0.14074193646753205, 62, 20.253090622465454, 96.66666666666666, 'Low Risk'),
(24037, 96, 15, '17:45.8', 36.87908853170045, 98.19823112, 134, 87, 52, 'Male', 56.429256550835845, 1.9361002821572235, 0.11867424796923098, 47, 15.053886316706246, 102.66666666666667, 'High Risk'),
(24038, 86, 18, '16:45.8', 36.262024693298144, 97.08503528952726, 131, 79, 41, 'Male', 99.49005745, 1.909551098102744, 0.14003232092496048, 52, 27.284569962296796, 96.33333333333333, 'Low Risk'),
(24039, 85, 19, '15:45.8', 36.05590247423579, 99.38013977, 122, 72, 68, 'Female', 58.01460499931386, 1.992283914858711, 0.063243698, 50, 14.61621364382547, 88.66666666666666, 'High Risk'),
(24040, 88, 17, '14:45.8', 36.350860808275854, 99.82983335085882, 118, 80, 23, 'Male', 96.40961113846862, 1.766321341478259, 0.056422271, 38, 30.90159515965998, 92.66666666666667, 'High Risk'),
(24041, 86, 18, '13:45.8', 36.033981673784616, 97.81997909720829, 116, 89, 21, 'Male', 77.92076449544547, 1.9903664982994713, 0.074081498, 27, 19.66921822, 98, 'Low Risk'),
(24042, 90, 13, '12:45.8', 36.46424947484557, 99.40251186270189, 135, 75, 51, 'Female', 92.56268767, 1.5828565809613568, 0.089938088, 60, 36.944757815784484, 95, 'High Risk'),
(24043, 86, 17, '11:45.8', 36.72710489137315, 99.09858430121044, 134, 76, 58, 'Female', 59.15222210464907, 1.7447471157172647, 0.071951347, 58, 19.431489211601026, 95.33333333333333, 'Low Risk'),
(24044, 60, 13, '10:45.8', 36.503719443779254, 95.65533372276032, 113, 78, 26, 'Male', 52.03152332845366, 1.6193963380189178, 0.14305600184341005, 35, 19.84084823782034, 89.66666666666667, 'Low Risk'),
(24045, 85, 19, '09:45.8', 37.202492476062005, 99.88708612886052, 112, 70, 60, 'Female', 54.430474402716406, 1.8079274766282953, 0.13249108869793574, 42, 16.65252557113832, 84, 'High Risk'),
(24046, 99, 16, '08:45.8', 36.10946369077465, 99.42818703684719, 112, 81, 69, 'Male', 69.40247879176158, 1.6426083306414272, 0.10588110745988849, 31, 25.72213065860797, 91.33333333333333, 'High Risk'),
(24047, 66, 13, '07:45.8', 37.15697487722242, 96.57541731, 115, 73, 86, 'Female', 86.50435079207425, 1.9559039550034547, 0.13847178412348088, 42, 22.612204339642844, 87, 'Low Risk'),
(24048, 63, 18, '06:45.8', 36.859750723723465, 99.62045132908757, 123, 89, 86, 'Female', 95.17813204875401, 1.8550667972130255, 0.1485122978775748, 34, 27.657828067830664, 100.33333333333333, 'Low Risk'),
(24049, 71, 16, '05:45.8', 37.486208373384294, 99.44013629122365, 130, 81, 82, 'Male', 69.31959541045143, 1.8556016883798263, 0.071231568, 49, 20.13198050842014, 97.33333333333333, 'Low Risk'),
(24050, 98, 17, '04:45.8', 36.09703637473614, 99.86583249113882, 113, 78, 68, 'Female', 58.45728366022402, 1.5896727592126114, 0.12678914281586678, 35, 23.132531739316292, 89.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(24051, 66, 17, '03:45.8', 36.92524700238723, 95.24202832386781, 123, 78, 87, 'Female', 64.11735546707776, 1.936962082790165, 0.089408061, 45, 17.089657660828426, 93, 'High Risk'),
(24052, 92, 15, '02:45.8', 36.39505729504751, 96.20487661959363, 124, 77, 78, 'Female', 80.26484682923213, 1.7455713290066228, 0.14176493875733476, 47, 26.342087088331304, 92.66666666666667, 'High Risk'),
(24053, 82, 14, '01:45.8', 37.33431017730878, 96.60765743, 129, 74, 66, 'Male', 87.01479108944915, 1.8442758240870223, 0.060488558664266015, 55, 25.582402950535847, 92.33333333333333, 'Low Risk'),
(24054, 83, 18, '00:45.8', 36.35148772373188, 95.69727016291229, 124, 70, 66, 'Male', 82.79485415913317, 1.6787932491539865, 0.062613565, 54, 29.377099702711234, 88, 'Low Risk'),
(24055, 64, 17, '59:45.8', 37.24050028374889, 98.00219015740296, 125, 78, 74, 'Female', 97.86117457822041, 1.568480407283313, 0.12784012926411825, 47, 39.778850398648935, 93.66666666666667, 'High Risk'),
(24056, 62, 14, '58:45.8', 36.05827225297489, 98.56123457, 114, 75, 86, 'Male', 92.24611347012046, 1.806297048332555, 0.13483901702427187, 39, 28.27285936685942, 88, 'Low Risk'),
(24057, 99, 16, '57:45.8', 36.24511694296602, 96.03075828978722, 114, 84, 34, 'Female', 83.12729654027126, 1.7860121348666484, 0.079744215, 30, 26.06002607854026, 94, 'High Risk'),
(24058, 74, 12, '56:45.8', 36.58614813, 96.87800677163236, 133, 88, 27, 'Male', 63.32438008905417, 1.7860692918334335, 0.10147470732599442, 45, 19.850632064020896, 103, 'Low Risk'),
(24059, 87, 19, '55:45.8', 36.95464394083617, 99.75025675819778, 124, 88, 88, 'Female', 65.61079141506818, 1.9676823865412478, 0.11365343270043544, 36, 16.945925007632024, 100, 'High Risk'),
(24060, 61, 15, '54:45.8', 36.7921126, 95.3648493, 124, 74, 48, 'Female', 78.70883453667449, 1.962729791, 0.061849122, 50, 20.43160354411166, 90.66666666666666, 'Low Risk'),
(24061, 75, 14, '53:45.8', 36.13534138115239, 96.97206118, 110, 74, 81, 'Male', 79.54870226, 1.729075975082401, 0.080316758, 36, 26.607553625136237, 86, 'Low Risk'),
(24062, 80, 18, '52:45.8', 36.15477413108611, 99.78842657875441, 116, 79, 38, 'Male', 70.47996956, 1.7442519981165017, 0.068941679, 37, 23.165797168729853, 91.33333333333333, 'Low Risk'),
(24063, 68, 14, '51:45.8', 36.956595043017366, 96.04284609786706, 124, 80, 18, 'Female', 60.78334555473189, 1.972058323492655, 0.096102364, 44, 15.629500193675286, 94.66666666666667, 'High Risk'),
(24064, 76, 17, '50:45.8', 36.83472118, 95.67231297038204, 118, 87, 24, 'Female', 94.61297993508909, 1.9725521417159142, 0.130682158, 31, 24.31608972470444, 97.33333333333333, 'Low Risk'),
(24065, 81, 18, '49:45.8', 36.095575686352056, 99.43852075071162, 114, 85, 33, 'Female', 85.47877111107655, 1.7046098356766013, 0.14583883686200705, 29, 29.417671219825298, 94.66666666666667, 'Low Risk'),
(24066, 94, 15, '48:45.8', 36.46421168543701, 95.43071441511273, 110, 72, 64, 'Female', 68.88106648379934, 1.79445291, 0.12094294365352516, 38, 21.391228687028022, 84.66666666666667, 'High Risk'),
(24067, 97, 16, '47:45.8', 36.172171477997225, 98.72612882172908, 131, 86, 35, 'Male', 99.97903758454433, 1.5692713986156517, 0.13572075519315688, 45, 40.59876596532589, 101, 'High Risk'),
(24068, 84, 12, '46:45.8', 36.08279827357701, 96.41707492981848, 119, 72, 85, 'Female', 64.14573301103866, 1.6884754628763812, 0.12077446461498294, 47, 22.499779639892928, 87.66666666666667, 'Low Risk'),
(24069, 63, 15, '45:45.8', 36.28595128, 99.91516282354311, 131, 83, 42, 'Female', 58.23055434913576, 1.7871627059133401, 0.11608450645235492, 48, 18.231514128706923, 99, 'High Risk'),
(24070, 82, 18, '44:45.8', 36.497640065187205, 97.87524471256809, 115, 81, 28, 'Male', 83.33898116260133, 1.8774770033884125, 0.12546564483705389, 34, 23.642801416259434, 92.33333333333333, 'Low Risk'),
(24071, 94, 19, '43:45.8', 36.27116049547199, 96.23515645, 138, 79, 70, 'Female', 59.78615596744175, 1.9258947441306524, 0.061117964, 59, 16.118904968815205, 98.66666666666666, 'High Risk'),
(24072, 74, 17, '42:45.8', 37.20684353561208, 97.37072607273771, 119, 85, 53, 'Male', 93.75251686557561, 1.7312913951681068, 0.061409998224928423, 34, 31.278260658617608, 96.33333333333333, 'High Risk'),
(24073, 71, 16, '41:45.8', 37.27554881375261, 97.07485319404513, 134, 74, 61, 'Female', 93.89328608292104, 1.890034997004226, 0.11849655733111178, 60, 26.28420507489712, 94, 'Low Risk'),
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(24253, 72, 15, '41:45.8', 36.50315411766578, 99.92690470654222, 117, 88, 54, 'Female', 80.82957802, 1.8188742096984227, 0.094639112, 29, 24.432335393174554, 97.66666666666667, 'Low Risk'),
(24254, 63, 16, '40:45.8', 36.559792611676805, 95.79161182904771, 128, 86, 43, 'Female', 82.91958482148652, 1.6322857473794659, 0.083334354, 42, 31.12180246736566, 100, 'High Risk'),
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(24256, 69, 16, '38:45.8', 36.55421965627171, 95.03478598358663, 132, 81, 53, 'Female', 72.56144768526232, 1.752901701745107, 0.12094564264324578, 51, 23.615155710619522, 98, 'Low Risk'),
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(24258, 91, 14, '36:45.8', 36.93637559945585, 97.65361849712312, 122, 80, 61, 'Male', 64.60951012858688, 1.770530343688471, 0.06291071, 42, 20.61055562932694, 94, 'High Risk'),
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(24267, 62, 19, '27:45.8', 37.46848637014131, 98.05667959381411, 123, 75, 48, 'Female', 96.73893105127544, 1.655474244, 0.12233149693531568, 48, 35.298514386224035, 91, 'High Risk'),
(24268, 98, 12, '26:45.8', 36.13571908461149, 96.60992265529832, 121, 79, 36, 'Female', 57.74674922542718, 1.6753091761057992, 0.071102687, 42, 20.574894014305947, 93, 'High Risk'),
(24269, 90, 14, '25:45.8', 37.25978957, 95.57661441045212, 126, 78, 60, 'Male', 97.24491257112547, 1.684786180111005, 0.12146093145270694, 48, 34.259207095370314, 94, 'High Risk'),
(24270, 74, 18, '24:45.8', 37.14750675398566, 96.60360088458613, 126, 82, 51, 'Male', 69.23104283378771, 1.873667948625706, 0.10795356187775065, 44, 19.72039538256528, 96.66666666666667, 'Low Risk'),
(24271, 93, 16, '23:45.8', 37.368066543684876, 99.22171019, 135, 89, 86, 'Female', 80.40078862466048, 1.6782885471301965, 0.093810935, 46, 28.544802784619982, 104.33333333333333, 'High Risk'),
(24272, 70, 19, '22:45.8', 37.10969111291733, 99.92118436489962, 127, 83, 30, 'Male', 79.14645236897961, 1.725074506617753, 0.10263067502946426, 44, 26.595964137429164, 97.66666666666667, 'Low Risk'),
(24273, 87, 16, '21:45.8', 37.048547073254454, 97.52665698, 130, 83, 63, 'Female', 67.24900049, 1.6640894224258138, 0.1413214924436113, 47, 24.284687190534793, 98.66666666666667, 'Low Risk'),
(24274, 92, 15, '20:45.8', 37.371659237429924, 97.33797110064457, 113, 87, 86, 'Male', 53.23783310185319, 1.551022131545818, 0.067877808, 26, 22.13015118078804, 95.66666666666667, 'High Risk'),
(24275, 85, 19, '19:45.8', 36.949620475313864, 98.25977944212914, 129, 71, 76, 'Female', 82.10869566163352, 1.9446742541700957, 0.060872346, 58, 21.71177971787481, 90.33333333333333, 'Low Risk'),
(24276, 96, 18, '18:45.8', 36.01228413053138, 95.47598622, 138, 88, 43, 'Male', 57.42126796374404, 1.507415395256661, 0.087404632, 50, 25.270095630097508, 104.66666666666666, 'High Risk'),
(24277, 91, 18, '17:45.8', 36.620630721808205, 97.39029899, 110, 89, 23, 'Male', 59.205713458516755, 1.6122170774011857, 0.1447228831315403, 21, 22.77805224522387, 96, 'High Risk'),
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(24279, 74, 14, '15:45.8', 36.76832223368666, 99.84359120802799, 112, 76, 42, 'Male', 53.63869936624378, 1.6330948051984568, 0.10050612762347458, 36, 20.112008497540977, 88, 'Low Risk'),
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(24281, 84, 16, '13:45.8', 37.25549653777827, 97.59846436934016, 119, 78, 34, 'Male', 88.51668783190138, 1.7813980784588166, 0.12813572940379847, 41, 27.893511822509982, 91.66666666666667, 'Low Risk'),
(24282, 96, 15, '12:45.8', 36.314685432836086, 99.42613153841722, 117, 75, 73, 'Male', 81.33098357856161, 1.7783333955703098, 0.12836397069629216, 42, 25.717553739119083, 89, 'High Risk'),
(24283, 89, 17, '11:45.8', 36.88187476557442, 97.20211198705043, 112, 74, 77, 'Female', 76.81727205328619, 1.884420552306886, 0.077994057, 38, 21.632325842283592, 86.66666666666667, 'Low Risk'),
(24284, 67, 19, '10:45.8', 36.77605714823872, 99.49137371997661, 133, 88, 28, 'Female', 75.72225409178134, 1.810688995902725, 0.064717665, 45, 23.095948846691982, 103, 'Low Risk'),
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(24287, 79, 18, '07:45.8', 36.913485445326785, 95.06215137423811, 127, 88, 41, 'Male', 68.47466164737932, 1.7578433305255092, 0.08008629, 39, 22.15999019312444, 101, 'Low Risk'),
(24288, 68, 16, '06:45.8', 36.196514667776356, 95.90894018, 135, 71, 22, 'Female', 88.08058685274327, 1.970288936432166, 0.12317696337588076, 64, 22.689261585364385, 92.33333333333333, 'Low Risk'),
(24289, 98, 13, '05:45.8', 36.66903895, 97.02839954344635, 119, 81, 75, 'Male', 62.551117852613565, 1.7990898917903282, 0.10180971232402408, 38, 19.32543812, 93.66666666666667, 'High Risk'),
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(24291, 98, 16, '03:45.8', 37.236310974616806, 96.77206424318483, 138, 85, 41, 'Female', 71.21855947847638, 1.5201523, 0.13766640873642505, 53, 30.81903126842442, 102.66666666666666, 'High Risk'),
(24292, 98, 17, '02:45.8', 36.95374768114587, 97.26235072429479, 133, 88, 59, 'Female', 84.14215148647031, 1.551489788963118, 0.082356572, 45, 34.95552017665264, 103, 'High Risk'),
(24293, 61, 13, '01:45.8', 36.43615043470618, 99.66970459165357, 111, 83, 44, 'Female', 50.54840378753716, 1.9546103900880514, 0.055704886938623736, 28, 13.230828497794402, 92.33333333333333, 'High Risk'),
(24294, 85, 17, '00:45.8', 36.82510002172604, 99.70974494837846, 119, 77, 27, 'Female', 65.53371119173265, 1.9418850147129811, 0.13889611065792093, 42, 17.378718242826093, 91, 'High Risk'),
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(24302, 72, 12, '52:45.8', 36.57462304424268, 99.72721639350222, 110, 89, 63, 'Male', 56.84313567141972, 1.561775394980646, 0.073725515, 21, 23.304558206909512, 96, 'Low Risk'),
(24303, 70, 15, '51:45.8', 36.88329763772872, 98.22994573, 136, 73, 28, 'Male', 72.31115578394676, 1.630271791907599, 0.14436506175509556, 63, 27.207289315914604, 94, 'Low Risk'),
(24304, 97, 14, '50:45.8', 36.62032006833897, 96.77111813, 132, 89, 68, 'Male', 73.97809922060436, 1.911147692, 0.11281928673587145, 43, 20.254180126321813, 103.33333333333333, 'High Risk'),
(24305, 75, 12, '49:45.8', 36.75098490901015, 96.92951414904957, 125, 85, 44, 'Male', 72.65595278802532, 1.6965639592359731, 0.097410432, 40, 25.242404891398273, 98.33333333333333, 'Low Risk'),
(24306, 82, 14, '48:45.8', 36.74258992, 97.82664497190878, 119, 77, 86, 'Male', 73.24845370474694, 1.8576193875732463, 0.1322277436368725, 42, 21.226822627468955, 91, 'Low Risk'),
(24307, 68, 16, '47:45.8', 36.78319224557012, 95.29439544857664, 135, 70, 72, 'Male', 76.84839566276943, 1.800627312, 0.14071335455129597, 65, 23.70211705878231, 91.66666666666666, 'Low Risk'),
(24308, 96, 15, '46:45.8', 36.56336324, 99.15680697297512, 118, 88, 74, 'Male', 62.050073755475154, 1.9463159032096633, 0.12004545347889972, 30, 16.380065707071267, 98, 'High Risk'),
(24309, 61, 19, '45:45.8', 36.08045821119935, 99.40633982, 121, 72, 42, 'Male', 89.21456002229164, 1.7654894029955037, 0.097395336, 49, 28.62236447847929, 88.33333333333333, 'Low Risk'),
(24310, 97, 18, '44:45.8', 36.06789638, 98.98320096294026, 127, 86, 44, 'Male', 77.73065372824092, 1.6623776231512184, 0.1037174122638147, 41, 28.12761775826231, 99.66666666666667, 'High Risk'),
(24311, 80, 17, '43:45.8', 37.35803273936763, 95.13296507560602, 131, 74, 88, 'Female', 70.11591182537353, 1.7305006818646198, 0.13971018713411104, 57, 23.413861050194352, 93, 'Low Risk'),
(24312, 84, 13, '42:45.8', 36.601445363288235, 95.70025332297612, 113, 74, 88, 'Female', 82.14363086947392, 1.6804554652574173, 0.057007057, 39, 29.08840313617154, 87, 'Low Risk'),
(24313, 85, 15, '41:45.8', 37.18002541461994, 97.54526702060032, 119, 88, 67, 'Male', 62.97089487500848, 1.642312211639578, 0.14993215473639804, 31, 23.34685686638239, 98.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(24315, 67, 16, '39:45.8', 36.266997124343405, 99.81642037816457, 123, 76, 89, 'Female', 54.85061087803996, 1.958513972979623, 0.13243806648334994, 47, 14.29973930453685, 91.66666666666667, 'High Risk'),
(24316, 76, 18, '38:45.8', 36.674341359093525, 96.95078342120115, 124, 87, 45, 'Male', 59.63672109229995, 1.7078917320330962, 0.093029839, 37, 20.445281059372753, 99.33333333333333, 'Low Risk'),
(24317, 60, 18, '37:45.8', 36.70650319, 97.27469367536774, 122, 86, 29, 'Female', 94.92035394232394, 1.8931317795617875, 0.068068575, 36, 26.484858505058344, 98, 'Low Risk'),
(24318, 68, 16, '36:45.8', 37.29973494181044, 97.03158233935628, 128, 72, 39, 'Female', 59.24982499500665, 1.7297532900165307, 0.10486097293378169, 56, 19.80244160561908, 90.66666666666666, 'Low Risk'),
(24319, 78, 14, '35:45.8', 37.27080222736378, 97.32592924017038, 136, 76, 30, 'Female', 71.34012905546585, 1.9875580871548175, 0.069987196, 60, 18.05902215402242, 96, 'High Risk'),
(24320, 96, 13, '34:45.8', 37.344316719701595, 95.77613522293336, 126, 79, 19, 'Female', 90.34646361399041, 1.7845722371442383, 0.11277820988243611, 47, 28.36892592010626, 94.66666666666667, 'High Risk'),
(24321, 82, 14, '33:45.8', 36.512953048554024, 99.65499976362379, 126, 82, 60, 'Male', 94.57896145633958, 1.5873444366186384, 0.14209868199579176, 44, 37.53636318118327, 96.66666666666667, 'High Risk'),
(24322, 98, 18, '32:45.8', 36.45348358387919, 97.73274774945882, 134, 75, 71, 'Female', 59.51971740436668, 1.9770151989022464, 0.053324789202746276, 59, 15.227929038323236, 94.66666666666666, 'High Risk'),
(24323, 78, 16, '31:45.8', 37.269162044842425, 98.64167986186833, 133, 85, 61, 'Female', 59.47058221291602, 1.6416463545158198, 0.099683491, 48, 22.066983842670858, 101, 'Low Risk'),
(24324, 86, 15, '30:45.8', 36.14715456240961, 98.63426846364474, 139, 78, 25, 'Female', 67.69675959105766, 1.746741820755459, 0.11134189773778236, 61, 22.187605957104832, 98.33333333333333, 'Low Risk'),
(24325, 70, 19, '29:45.8', 37.43570595, 99.66351800244719, 120, 74, 66, 'Male', 67.18738103, 1.7235937809117647, 0.072814012, 46, 22.616108333548798, 89.33333333333333, 'Low Risk'),
(24326, 70, 17, '28:45.8', 36.649012110290684, 98.28915834803648, 112, 71, 18, 'Female', 86.01820884453032, 1.5403494850545854, 0.080602318, 41, 36.25366017469547, 84.66666666666667, 'High Risk'),
(24327, 79, 15, '27:45.8', 37.26588484428525, 99.53756251, 126, 80, 44, 'Male', 74.28289868, 1.6155946989108771, 0.1349324037111798, 46, 28.45928622497301, 95.33333333333333, 'Low Risk'),
(24328, 76, 18, '26:45.8', 36.42633743103162, 95.53829019615071, 131, 86, 80, 'Female', 75.71565640853005, 1.7590193084913897, 0.099006024, 45, 24.470592133438583, 101, 'Low Risk'),
(24329, 99, 16, '25:45.8', 36.38982005, 97.61807092, 117, 89, 38, 'Female', 89.29357625297547, 1.5369143658411952, 0.10909222846877983, 28, 37.80253088804862, 98.33333333333333, 'High Risk'),
(24330, 96, 13, '24:45.8', 36.09698109120461, 98.18749100337526, 124, 82, 44, 'Female', 51.55395246576234, 1.6955941807810018, 0.074643768, 42, 17.93156240399737, 96, 'High Risk'),
(24331, 72, 14, '23:45.8', 37.30734039383744, 96.98630840195035, 135, 74, 87, 'Male', 94.24784186696104, 1.6230586514852492, 0.053858393985266644, 61, 35.776923011717464, 94.33333333333333, 'High Risk'),
(24332, 87, 13, '22:45.8', 36.71144690360555, 98.21851740764005, 110, 86, 58, 'Female', 87.14284242371818, 1.742726972417827, 0.092464843, 24, 28.69280559844205, 94, 'Low Risk'),
(24333, 95, 13, '21:45.8', 36.130177371240784, 98.10037123004751, 113, 82, 59, 'Male', 56.858887221025974, 1.8821771059142867, 0.076638624, 31, 16.05008670481807, 92.33333333333333, 'High Risk'),
(24334, 76, 14, '20:45.8', 36.472961887901306, 97.88742780556929, 114, 89, 60, 'Female', 67.68837318976826, 1.8544039205879237, 0.086061754, 25, 19.683639517727286, 97.33333333333333, 'Low Risk'),
(24335, 67, 15, '19:45.8', 36.578242343314606, 95.20257804058258, 135, 74, 66, 'Male', 84.82232459, 1.6813404939158105, 0.066173886, 61, 30.005358826815836, 94.33333333333333, 'High Risk'),
(24336, 69, 14, '18:45.8', 36.79396643254003, 99.53852058449172, 126, 75, 86, 'Male', 67.06631079, 1.7135154442697713, 0.1393846167264172, 51, 22.841697243072048, 92, 'Low Risk'),
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(24514, 80, 18, '20:45.8', 37.128269336813034, 96.08600789265722, 128, 80, 77, 'Male', 86.82728333756509, 1.5365702911424204, 0.076612397, 48, 36.774887164519164, 96, 'High Risk'),
(24515, 76, 13, '19:45.8', 36.37999492512791, 97.59593739899209, 132, 83, 25, 'Female', 80.18151568875115, 1.9080048747275633, 0.13046950189632067, 49, 22.02496878986605, 99.33333333333333, 'Low Risk'),
(24516, 89, 12, '18:45.8', 37.45091682, 99.62139708403483, 114, 89, 30, 'Male', 98.55074301, 1.8082308740087938, 0.075610951, 25, 30.14061728934456, 97.33333333333333, 'High Risk'),
(24517, 88, 12, '17:45.8', 36.473437784083494, 99.22343406, 115, 71, 35, 'Male', 79.13856646735236, 1.5261690271799657, 0.060612261377811574, 44, 33.97683397557078, 85.66666666666667, 'High Risk'),
(24518, 67, 13, '16:45.8', 36.45011191984737, 98.9833409, 130, 80, 77, 'Male', 76.98887833680797, 1.9491086096973063, 0.13595401011413152, 50, 20.265434172049975, 96.66666666666666, 'Low Risk'),
(24519, 65, 17, '15:45.8', 36.30412696598428, 99.23093913629467, 115, 89, 58, 'Female', 55.55197597514936, 1.578539982527881, 0.1372640400486072, 26, 22.294017530145904, 97.66666666666667, 'Low Risk'),
(24520, 67, 13, '14:45.8', 36.35872762279147, 99.69275725473065, 119, 74, 69, 'Female', 53.00182958660332, 1.543608298, 0.12745890459135184, 45, 22.24419288506192, 89, 'Low Risk'),
(24521, 97, 18, '13:45.8', 37.23434879866653, 95.43510460485665, 134, 80, 82, 'Female', 63.41221195668472, 1.7961005719594259, 0.054546699379317436, 54, 19.656744842151102, 98, 'High Risk'),
(24522, 85, 16, '12:45.8', 36.58662228167785, 98.58823656764424, 115, 79, 69, 'Male', 67.57285440555324, 1.9578689103680484, 0.11687632415955693, 36, 17.628081286496844, 91, 'High Risk'),
(24523, 60, 13, '11:45.8', 36.574262660181155, 97.77906877519783, 117, 70, 24, 'Male', 59.52003043834105, 1.631141580503563, 0.098208015, 47, 22.37071305014119, 85.66666666666667, 'Low Risk'),
(24524, 86, 16, '10:45.8', 37.31798896266798, 97.30399910328987, 126, 86, 74, 'Male', 93.65357400854629, 1.7646795804929027, 0.11693479653794067, 40, 30.074099674792112, 99.33333333333333, 'High Risk'),
(24525, 71, 15, '09:45.8', 36.71720451092603, 97.36232467536405, 111, 77, 49, 'Female', 51.41457107961078, 1.7252883151099967, 0.050788409417322045, 34, 17.272804404979357, 88.33333333333333, 'High Risk'),
(24526, 76, 13, '08:45.8', 36.11666482, 95.76890468854138, 132, 88, 34, 'Female', 56.50147174460199, 1.742599181964645, 0.12313252247296054, 44, 18.606502634511376, 102.66666666666667, 'Low Risk'),
(24527, 80, 19, '07:45.8', 37.083194760633255, 96.41588969444808, 138, 74, 71, 'Female', 63.15307494186906, 1.8313723011305456, 0.076150876, 64, 18.82960538949662, 95.33333333333333, 'Low Risk'),
(24528, 80, 14, '06:45.8', 37.00251877132825, 96.00827585, 123, 89, 25, 'Male', 96.21093455632888, 1.5673889642034013, 0.065402603, 34, 39.16254113, 100.33333333333333, 'High Risk'),
(24529, 88, 12, '05:45.8', 37.37515810125399, 99.26018905479455, 118, 77, 42, 'Female', 93.03766175791284, 1.5481876257516791, 0.1425832587471979, 41, 38.816073648647226, 90.66666666666667, 'High Risk'),
(24530, 78, 17, '04:45.8', 36.404941552629786, 99.69049760011242, 133, 72, 31, 'Male', 82.03821135570547, 1.5612812953160193, 0.070859533, 61, 33.65533126152323, 92.33333333333333, 'High Risk'),
(24531, 69, 19, '03:45.8', 37.23856235, 98.22580686, 128, 89, 78, 'Male', 91.8026732, 1.8857584514494619, 0.092014056, 39, 25.815658181351026, 102, 'Low Risk'),
(24532, 94, 13, '02:45.8', 36.759310322649775, 96.705521, 132, 81, 64, 'Male', 50.0845171, 1.708921099140506, 0.10336602380969356, 51, 17.14981608921596, 98, 'High Risk'),
(24533, 63, 13, '01:45.8', 36.35715409060739, 96.74579926217271, 127, 81, 83, 'Male', 66.82526809457435, 1.7889514588055735, 0.073718015, 46, 20.880629935376593, 96.33333333333333, 'Low Risk'),
(24534, 61, 13, '00:45.8', 36.073244026796395, 95.47163234463486, 113, 89, 18, 'Male', 56.86722712340915, 1.8208441990310615, 0.13271326917958692, 24, 17.152067557520933, 97, 'High Risk'),
(24535, 65, 12, '59:45.8', 37.36339735978818, 95.39681222362455, 122, 84, 24, 'Male', 77.40625526, 1.5211357399928873, 0.086808655, 38, 33.45338871217169, 96.66666666666667, 'High Risk'),
(24536, 95, 15, '58:45.8', 37.11625259, 98.72839758848522, 135, 85, 50, 'Female', 77.21491932588872, 1.8351519300760883, 0.093799669, 50, 22.927524828274613, 101.66666666666666, 'High Risk'),
(24537, 79, 17, '57:45.8', 37.15272517500005, 97.97375796712109, 125, 85, 67, 'Female', 60.63711368424582, 1.964115775873312, 0.12216572535622235, 40, 15.71825582470273, 98.33333333333333, 'High Risk'),
(24538, 88, 14, '56:45.8', 36.19999446460832, 97.11813176777758, 121, 84, 37, 'Female', 90.27411411356096, 1.755823391961462, 0.083011805, 37, 29.282056483387983, 96.33333333333333, 'Low Risk'),
(24539, 79, 18, '55:45.8', 36.10752565478067, 99.51416065554844, 136, 81, 54, 'Female', 79.61471047, 1.8819393515266125, 0.12661257233188977, 55, 22.479263240588978, 99.33333333333333, 'Low Risk'),
(24540, 63, 14, '54:45.8', 37.10384619390517, 99.00688005, 135, 79, 62, 'Male', 54.743327438976046, 1.508039319841843, 0.098540807, 56, 24.07165004038895, 97.66666666666666, 'Low Risk'),
(24541, 79, 14, '53:45.8', 37.057870629615074, 95.66618528, 122, 71, 76, 'Female', 87.88014982543888, 1.8778434485700686, 0.082784126, 51, 24.92137625240871, 88, 'Low Risk'),
(24542, 70, 19, '52:45.8', 36.100968023694456, 98.70861208, 134, 74, 23, 'Female', 60.912233786688816, 1.7032683673328757, 0.10123172827037302, 60, 20.99608704384793, 94, 'Low Risk'),
(24543, 96, 12, '51:45.8', 36.64638939255288, 97.42420705, 136, 77, 45, 'Female', 77.46545549895163, 1.7093780230930127, 0.10010274143488651, 59, 26.51135021158782, 96.66666666666666, 'High Risk'),
(24544, 95, 14, '50:45.8', 36.99544375241954, 97.20551770708694, 114, 85, 18, 'Female', 65.99551807044813, 1.6374671805040613, 0.091277207, 29, 24.61326536120332, 94.66666666666667, 'High Risk'),
(24545, 78, 15, '49:45.8', 37.28559122, 96.26898708537976, 112, 76, 63, 'Male', 83.48172190909526, 1.5178491274016708, 0.14813777873643222, 36, 36.235494107460525, 88, 'High Risk'),
(24546, 77, 16, '48:45.8', 37.15143712607436, 95.73634886170358, 113, 75, 82, 'Male', 78.99083373737687, 1.7922926821779184, 0.144115277, 38, 24.59001731670738, 87.66666666666667, 'Low Risk'),
(24547, 88, 18, '47:45.8', 36.27957315, 96.01092406550103, 137, 81, 76, 'Female', 98.82068584764096, 1.7877513896643384, 0.094845543, 56, 30.919582072743985, 99.66666666666666, 'High Risk'),
(24548, 96, 15, '46:45.8', 36.12706680359731, 95.46559564, 127, 81, 34, 'Male', 62.32789215911289, 1.7943696267512255, 0.1380096953274973, 46, 19.357916902072716, 96.33333333333333, 'High Risk'),
(24549, 75, 13, '45:45.8', 36.654620662431256, 98.94099091266452, 126, 87, 58, 'Male', 86.00725117497585, 1.959334800876301, 0.098506066, 39, 22.40359757581042, 100, 'Low Risk'),
(24550, 97, 17, '44:45.8', 36.82319652931747, 97.65975261244306, 113, 74, 57, 'Female', 68.96834228210562, 1.732204332, 0.094421243, 39, 22.985372513860813, 87, 'High Risk'),
(24551, 98, 15, '43:45.8', 37.36358624037686, 98.75631442, 129, 73, 67, 'Female', 64.69913609415228, 1.7858063882444795, 0.082706799, 56, 20.287556265661454, 91.66666666666666, 'High Risk'),
(24552, 71, 13, '42:45.8', 36.71706088137136, 99.39763391691532, 125, 73, 77, 'Male', 78.43217445583699, 1.8933562662139445, 0.063013985, 52, 21.879106028299226, 90.33333333333333, 'Low Risk'),
(24553, 75, 19, '41:45.8', 37.26398832357004, 97.19485816466448, 117, 77, 38, 'Female', 83.97137858639861, 1.635122885834798, 0.14554948693828468, 40, 31.407291758186485, 90.33333333333333, 'High Risk'),
(24554, 68, 12, '40:45.8', 36.10471398414028, 97.29919059121433, 123, 78, 36, 'Male', 91.71352496786328, 1.7485913217168447, 0.09893751, 45, 29.995544390981944, 93, 'Low Risk'),
(24555, 85, 16, '39:45.8', 36.008282278914265, 99.28994005, 124, 82, 86, 'Male', 72.49079125895963, 1.5215798908063867, 0.1470476258773098, 42, 31.310739160687664, 96, 'High Risk'),
(24556, 75, 19, '38:45.8', 36.212451665888544, 99.58214393702713, 132, 89, 82, 'Male', 57.13418828, 1.541662540027193, 0.068568501, 43, 24.03905670435605, 103.33333333333333, 'Low Risk'),
(24557, 75, 12, '37:45.8', 37.459497419027315, 97.51061295323949, 126, 85, 27, 'Female', 52.15046162948621, 1.9107663088702478, 0.12121739237084006, 41, 14.283775211236323, 98.66666666666667, 'High Risk'),
(24558, 60, 15, '36:45.8', 37.246280001684084, 97.70159977840859, 113, 71, 60, 'Male', 59.744543732927326, 1.8134386862417318, 0.06337644, 42, 18.167388193388344, 85, 'High Risk'),
(24559, 80, 13, '35:45.8', 36.55431497984265, 99.66267101386048, 110, 73, 24, 'Female', 77.0607354, 1.5486753376821127, 0.07999849, 37, 32.13012273281977, 85.33333333333333, 'High Risk'),
(24560, 75, 17, '34:45.8', 36.08686593325689, 99.67221696416753, 111, 83, 82, 'Male', 94.21072101846406, 1.832916328886467, 0.12113234867714805, 28, 28.042391429502697, 92.33333333333333, 'Low Risk'),
(24561, 85, 14, '33:45.8', 37.161860711363815, 98.15964969320979, 110, 78, 20, 'Female', 75.40639447322168, 1.6605684822973592, 0.093016792, 32, 27.34604941, 88.66666666666667, 'Low Risk'),
(24562, 72, 17, '32:45.8', 36.27747981244638, 99.01947170821894, 136, 70, 23, 'Female', 68.86516283100033, 1.7090557541328373, 0.1038250620745122, 66, 23.576922560029452, 92, 'Low Risk'),
(24563, 76, 18, '31:45.8', 36.23585053766813, 97.38657030510396, 119, 88, 21, 'Male', 62.11335204, 1.7715310924192182, 0.11041456695215049, 31, 19.791896400728326, 98.33333333333333, 'Low Risk'),
(24564, 78, 15, '30:45.8', 37.01121518180749, 95.52099078913054, 118, 70, 89, 'Male', 50.92167218288229, 1.5419368041771488, 0.1494148991324692, 48, 21.417536091764244, 86, 'Low Risk'),
(24565, 87, 17, '29:45.8', 37.25288074792075, 99.59023768024991, 114, 75, 74, 'Male', 53.12991752302026, 1.869082405182159, 0.13903445861664698, 39, 15.208355063351908, 88, 'High Risk'),
(24566, 85, 15, '28:45.8', 37.49666062701152, 99.86939890247177, 118, 79, 43, 'Female', 60.146119132937585, 1.7025661866475545, 0.087516741, 39, 20.749116171951407, 92, 'Low Risk'),
(24567, 75, 16, '27:45.8', 37.41971325289748, 95.11393778069636, 125, 82, 47, 'Female', 68.45382195411159, 1.8686344993470412, 0.063832146, 43, 19.604193278363844, 96.33333333333333, 'Low Risk'),
(24568, 96, 15, '26:45.8', 36.982313057362326, 97.97626332115252, 139, 81, 69, 'Female', 78.78095598930949, 1.6763542137379606, 0.065987243, 58, 28.034296720938382, 100.33333333333333, 'High Risk'),
(24569, 72, 13, '25:45.8', 36.06721246, 95.17616300830159, 121, 83, 32, 'Female', 54.36587996425922, 1.5957626912471072, 0.1416530378339289, 38, 21.34960319935064, 95.66666666666667, 'Low Risk'),
(24570, 74, 16, '24:45.8', 36.53133721371068, 97.59761115055609, 133, 84, 87, 'Female', 96.23353616819583, 1.8104294272836692, 0.11864836192967167, 49, 29.36048627700226, 100.33333333333333, 'Low Risk'),
(24571, 69, 16, '23:45.8', 37.066370904017845, 96.98525273050669, 130, 82, 88, 'Male', 66.14269546675061, 1.8681687582827737, 0.11760479923050157, 48, 18.951765735507266, 98, 'Low Risk'),
(24572, 88, 18, '22:45.8', 36.20665277280484, 96.42022147545123, 113, 81, 54, 'Female', 91.34379337372783, 1.8155284184062233, 0.10793731885986452, 32, 27.712323535297145, 91.66666666666667, 'Low Risk'),
(24573, 89, 18, '21:45.8', 36.552194850852096, 98.89723034250771, 135, 73, 45, 'Female', 68.75854008567312, 1.547594340770635, 0.10299228994607544, 62, 28.70862424998346, 93.66666666666666, 'Low Risk'),
(24574, 70, 19, '20:45.8', 37.00300036773621, 99.37831211341657, 110, 75, 22, 'Female', 65.77614244669039, 1.8506897936003128, 0.08497326, 35, 19.204417559361495, 86.66666666666667, 'Low Risk'),
(24575, 90, 15, '19:45.8', 36.332263783708036, 96.80808423994594, 137, 79, 77, 'Female', 61.71963196677142, 1.9832758356927442, 0.07179131, 58, 15.691233559552867, 98.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(24576, 68, 16, '18:45.8', 36.84935221362399, 98.98955149147923, 131, 76, 85, 'Male', 55.07121085784167, 1.512275911, 0.088095415, 55, 24.080336804869678, 94.33333333333333, 'Low Risk'),
(24577, 98, 16, '17:45.8', 36.44804877119556, 96.35829673310842, 137, 77, 30, 'Male', 53.11043352253251, 1.8087819055923728, 0.079994029, 60, 16.233323251320325, 97, 'High Risk'),
(24578, 64, 12, '16:45.8', 36.438547010350135, 99.71675866478733, 124, 80, 18, 'Male', 62.822006455689944, 1.957080763984219, 0.1250036171010893, 44, 16.40190554209852, 94.66666666666667, 'High Risk'),
(24579, 74, 18, '15:45.8', 36.430472691260995, 99.55997523616922, 116, 84, 66, 'Male', 75.76633518633298, 1.6437105770176617, 0.083157194, 32, 28.043071636549925, 94.66666666666667, 'Low Risk'),
(24580, 84, 16, '14:45.8', 36.67655512759186, 99.00027445413254, 119, 70, 65, 'Male', 72.31995093701006, 1.8051481677754901, 0.10325600143048996, 49, 22.19383807178803, 86.33333333333333, 'Low Risk'),
(24581, 99, 12, '13:45.8', 36.3044566, 99.95169593410483, 125, 88, 56, 'Female', 98.89573590191421, 1.8959542856823375, 0.058422317623953814, 37, 27.511979753661993, 100.33333333333333, 'High Risk'),
(24582, 68, 19, '12:45.8', 36.01862907569443, 96.73500747516857, 133, 71, 33, 'Male', 85.09096941571693, 1.666302009036456, 0.1480919700658997, 62, 30.646157948993093, 91.66666666666666, 'High Risk'),
(24583, 81, 17, '11:45.8', 37.14069017766188, 97.17782490585391, 113, 73, 58, 'Male', 50.54285815706196, 1.7745774474125031, 0.063292969, 40, 16.049809480855718, 86.33333333333333, 'High Risk'),
(24584, 77, 19, '10:45.8', 37.09949777306122, 96.67149482296568, 125, 77, 78, 'Male', 54.04769929611393, 1.5089843730205699, 0.1286298987149203, 48, 23.736010591350954, 93, 'Low Risk'),
(24585, 67, 14, '09:45.8', 37.09727384716395, 95.36615967231415, 112, 77, 29, 'Female', 54.90646057844455, 1.6983073202437258, 0.096811805, 35, 19.03666580044071, 88.66666666666667, 'Low Risk'),
(24586, 69, 17, '08:45.8', 36.60573970204939, 96.02656260158193, 122, 80, 82, 'Female', 51.45691172648956, 1.6624389877676362, 0.077372548, 42, 18.618825720946287, 94, 'Low Risk'),
(24587, 81, 12, '07:45.8', 36.130346430915964, 97.22056351293546, 125, 72, 72, 'Male', 94.68166487153326, 1.8403958683404043, 0.14432825245145345, 53, 27.95396304449817, 89.66666666666666, 'Low Risk'),
(24588, 61, 15, '06:45.8', 36.14699296623114, 99.50961161447836, 114, 85, 70, 'Female', 56.00194974026694, 1.514221007398417, 0.069245039, 29, 24.424439907413674, 94.66666666666667, 'Low Risk'),
(24589, 91, 19, '05:45.8', 37.36490876713115, 96.21350266, 117, 70, 51, 'Female', 54.05971650498084, 1.8191658122853365, 0.061884728, 47, 16.33537815086649, 85.66666666666667, 'High Risk'),
(24590, 85, 17, '04:45.8', 36.41032537527567, 99.49552004622464, 110, 89, 82, 'Female', 73.70237417195449, 1.7517384650224488, 0.092725052, 21, 24.018337613988805, 96, 'Low Risk'),
(24591, 88, 14, '03:45.8', 36.19096208536756, 95.48502733456912, 112, 84, 68, 'Female', 86.48181718307691, 1.5788606673872208, 0.12390780670822617, 28, 34.69262766640848, 93.33333333333333, 'High Risk'),
(24592, 65, 12, '02:45.8', 37.07417987589389, 99.44733467718304, 113, 89, 76, 'Male', 96.31205080260095, 1.873334808875026, 0.14593239039646122, 24, 27.444152547832605, 97, 'Low Risk'),
(24593, 93, 19, '01:45.8', 36.38389753016206, 98.74580683182946, 115, 87, 73, 'Male', 66.35231900413233, 1.5870026737492542, 0.063009611, 28, 26.345156883251363, 96.33333333333333, 'High Risk'),
(24594, 67, 18, '00:45.8', 36.175905690779786, 99.70752632181966, 138, 71, 49, 'Male', 64.23506583872891, 1.9211023424598404, 0.079980085, 67, 17.404885496676297, 93.33333333333333, 'High Risk'),
(24595, 72, 16, '59:45.8', 37.07901326308797, 99.05955915145927, 128, 72, 46, 'Male', 87.08867629994658, 1.5419493897450516, 0.13005520461665482, 56, 36.62869539917465, 90.66666666666666, 'High Risk'),
(24596, 62, 19, '58:45.8', 36.588698317606614, 99.42387868893249, 126, 80, 28, 'Male', 67.32485811775547, 1.752510166842701, 0.11173225540544138, 46, 21.920696775530278, 95.33333333333333, 'Low Risk'),
(24597, 82, 17, '57:45.8', 36.98837973164264, 97.23456508845128, 131, 86, 39, 'Male', 59.00893283362864, 1.9743372087352766, 0.1423503466457427, 45, 15.138230015872336, 101, 'High Risk'),
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(24774, 89, 13, '00:45.8', 36.402721657599514, 97.16527878894527, 120, 87, 40, 'Male', 97.57933621510759, 1.6133543567068143, 0.10839010892744888, 33, 37.48852274179555, 98, 'High Risk'),
(24775, 74, 14, '59:45.8', 36.456855370348165, 98.27306757821131, 139, 72, 69, 'Male', 57.17960925495632, 1.914875463682603, 0.072955939, 67, 15.594092806254423, 94.33333333333333, 'High Risk'),
(24776, 63, 15, '58:45.8', 37.006533633376044, 98.21318870989391, 113, 82, 22, 'Female', 86.94240541, 1.6097210588104676, 0.09225753, 31, 33.55292609147983, 92.33333333333333, 'High Risk'),
(24777, 94, 15, '57:45.8', 37.21089958860331, 97.87473812034989, 120, 82, 73, 'Male', 52.49433367728391, 1.7209470371961888, 0.091988987, 38, 17.724639774190376, 94.66666666666667, 'High Risk'),
(24778, 63, 18, '56:45.8', 37.44613800224219, 99.76633131630987, 112, 76, 18, 'Male', 74.44702823, 1.6350041119085201, 0.13046212464275508, 36, 27.84900402176077, 88, 'Low Risk'),
(24779, 99, 19, '55:45.8', 36.36518964907261, 98.98699556422956, 139, 86, 42, 'Female', 89.91721304140373, 1.7908567446769974, 0.12128312150750287, 53, 28.036328750792666, 103.66666666666666, 'High Risk'),
(24780, 71, 14, '54:45.8', 36.804252137061134, 95.72313755731956, 122, 76, 77, 'Female', 73.65956500645697, 1.7286786053783472, 0.071928425, 46, 24.649075534201565, 91.33333333333333, 'Low Risk'),
(24781, 81, 19, '53:45.8', 36.00162127550321, 98.98823556022381, 132, 82, 36, 'Female', 59.55108611644215, 1.9888045927971068, 0.11219071852291043, 50, 15.055856205622241, 98.66666666666666, 'High Risk'),
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(24784, 66, 15, '50:45.8', 36.27958426353535, 95.21895657764209, 137, 88, 75, 'Male', 67.72327019, 1.8045698571258197, 0.070204592, 49, 20.796513069418573, 104.33333333333333, 'Low Risk'),
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(24786, 77, 17, '48:45.8', 36.11314037012975, 95.48166255418022, 114, 74, 66, 'Female', 66.88689426, 1.8477068716130902, 0.094530284, 40, 19.591824555118272, 87.33333333333333, 'Low Risk'),
(24787, 61, 18, '47:45.8', 37.05708308290732, 98.36359966497868, 130, 76, 59, 'Female', 98.08545147558323, 1.806252275385739, 0.062310289, 54, 30.06407049075738, 94, 'High Risk'),
(24788, 78, 12, '46:45.8', 36.81412981865365, 98.86615884059341, 110, 78, 26, 'Female', 76.72911882706495, 1.6589335343126417, 0.098389745, 32, 27.880607867507834, 88.66666666666667, 'Low Risk'),
(24789, 75, 16, '45:45.8', 36.28990375883956, 95.16167458240447, 127, 70, 53, 'Male', 89.32619429, 1.9949755325448018, 0.1303930024273403, 57, 22.444176955948826, 89, 'Low Risk'),
(24790, 95, 17, '44:45.8', 37.469531907735366, 95.60574712633081, 126, 73, 78, 'Female', 67.04991812151688, 1.6082965612055171, 0.05092362, 53, 25.921849519223017, 90.66666666666666, 'High Risk'),
(24791, 72, 14, '43:45.8', 36.30501510586462, 98.08024101548433, 134, 80, 65, 'Female', 92.99792663, 1.8354560623256058, 0.073717306, 54, 27.604842954607093, 98, 'Low Risk'),
(24792, 97, 13, '42:45.8', 37.09927897814293, 99.83762334934966, 127, 73, 65, 'Male', 76.25877917597593, 1.7635799724609056, 0.11575427965733275, 54, 24.518818109612507, 91, 'High Risk'),
(24793, 63, 18, '41:45.8', 37.29274673500829, 99.70102529538565, 112, 75, 47, 'Female', 97.62085233468751, 1.9155998455835126, 0.075404458, 37, 26.603146647667153, 87.33333333333333, 'Low Risk'),
(24794, 65, 18, '40:45.8', 36.00130322284531, 96.82316492001571, 125, 79, 75, 'Female', 86.31131877366994, 1.9126315718193818, 0.12127579268160527, 46, 23.594192127807112, 94.33333333333333, 'Low Risk'),
(24795, 77, 14, '39:45.8', 36.34670627436291, 99.63954834219241, 114, 86, 58, 'Female', 93.13516483603075, 1.6471166652630922, 0.056709777509727215, 28, 34.32930134, 95.33333333333333, 'High Risk'),
(24796, 71, 15, '38:45.8', 37.03804947, 97.70447909, 138, 77, 83, 'Female', 96.17586349061678, 1.8142966177281525, 0.094724155, 61, 29.217934577749123, 97.33333333333333, 'Low Risk'),
(24797, 80, 16, '37:45.8', 37.16919793733501, 96.48265810816729, 124, 74, 31, 'Male', 97.03531281440577, 1.6803013483481883, 0.08553781, 50, 34.36809486637364, 90.66666666666666, 'High Risk'),
(24798, 67, 16, '36:45.8', 36.225160323098436, 96.69033426071779, 117, 83, 54, 'Male', 83.46921418304069, 1.5926135942329918, 0.1217453349211379, 34, 32.90830304425871, 94.33333333333333, 'High Risk'),
(24799, 86, 18, '35:45.8', 36.242831911293194, 95.49434929365529, 113, 87, 71, 'Female', 63.40234968426879, 1.6724855465074282, 0.1200317817649374, 26, 22.666298636582685, 95.66666666666667, 'Low Risk'),
(24800, 93, 17, '34:45.8', 36.53778854525334, 98.91714066024294, 127, 72, 88, 'Female', 85.70193786, 1.5991151457330657, 0.067608305, 55, 33.51437840319231, 90.33333333333333, 'High Risk'),
(24801, 95, 18, '33:45.8', 36.830324529453286, 99.43485117317218, 112, 88, 43, 'Male', 78.55724539707188, 1.967070171174004, 0.1400980685381582, 24, 20.302360778315546, 96, 'High Risk'),
(24802, 87, 12, '32:45.8', 36.32650283, 96.91036198162551, 122, 81, 19, 'Female', 53.86010152, 1.8225814263524953, 0.105702936, 41, 16.214116436120165, 94.66666666666667, 'High Risk'),
(24803, 86, 19, '31:45.8', 37.34170683255087, 98.54353327905554, 111, 71, 58, 'Male', 64.02561041492255, 1.920024013352933, 0.1326559836418269, 40, 17.367623945897172, 84.33333333333333, 'High Risk'),
(24804, 98, 12, '30:45.8', 36.69705169479582, 95.74552647557923, 119, 89, 84, 'Female', 54.02663004083496, 1.9223666475262438, 0.11595044108880792, 30, 14.619598069509463, 99, 'High Risk'),
(24805, 97, 18, '29:45.8', 36.230903684292656, 99.40573922737501, 133, 74, 47, 'Male', 53.26577414903877, 1.6680798336737275, 0.089706846, 59, 19.143201881370867, 93.66666666666666, 'High Risk'),
(24806, 86, 17, '28:45.8', 36.73071065026642, 98.09070426055015, 126, 84, 25, 'Female', 93.07032617669961, 1.7434121072384017, 0.089055137, 42, 30.620418401636844, 98, 'High Risk'),
(24807, 86, 15, '27:45.8', 36.58696332766749, 97.83956354389902, 131, 76, 56, 'Male', 93.88060781931907, 1.764704160806488, 0.088367515, 55, 30.14616510637942, 94.33333333333333, 'High Risk'),
(24808, 82, 19, '26:45.8', 36.48640333804485, 96.02447712561634, 134, 88, 87, 'Female', 95.23906938864641, 1.659379198342858, 0.13085188639440634, 46, 34.58787334621984, 103.33333333333333, 'High Risk'),
(24809, 60, 19, '25:45.8', 36.754404849703924, 97.01013897624541, 125, 73, 80, 'Female', 85.88715144414257, 1.813194571659374, 0.068642203, 52, 26.123982168943677, 90.33333333333333, 'Low Risk'),
(24810, 80, 16, '24:45.8', 36.69445375384348, 96.96169201, 133, 82, 44, 'Female', 66.11658734028248, 1.9948371349413008, 0.07236769, 51, 16.614816171227048, 99, 'High Risk'),
(24811, 64, 19, '23:45.8', 36.88781555481509, 99.50812952063023, 129, 88, 89, 'Male', 67.50457116444602, 1.9153798182406274, 0.12188629463510645, 41, 18.40023495072051, 101.66666666666667, 'High Risk'),
(24812, 75, 14, '22:45.8', 36.13802418, 95.0230398, 116, 82, 74, 'Male', 96.05658374052098, 1.826605305099578, 0.14639214952227758, 34, 28.789737664230493, 93.33333333333333, 'Low Risk'),
(24813, 66, 12, '21:45.8', 36.82395148114759, 95.78151899545185, 126, 86, 53, 'Female', 64.82415557, 1.5053880118257785, 0.092507032, 40, 28.604868902732683, 99.33333333333333, 'Low Risk'),
(24814, 87, 15, '20:45.8', 36.48159188755254, 98.49239962, 133, 84, 20, 'Male', 50.68587162019595, 1.747665802420974, 0.10439282129936145, 49, 16.59472816792771, 100.33333333333333, 'High Risk'),
(24815, 81, 17, '19:45.8', 37.111352543333865, 98.90082186155514, 134, 74, 50, 'Female', 87.95156395936857, 1.9205634463673187, 0.11559083223051156, 60, 23.84439177828812, 94, 'Low Risk'),
(24816, 87, 14, '18:45.8', 36.34289756, 99.19680317708102, 132, 87, 43, 'Female', 92.68522091691715, 1.6424240589270864, 0.1232238324695623, 45, 34.358950767263465, 102, 'High Risk'),
(24817, 74, 15, '17:45.8', 36.953355784409254, 95.80461243826103, 134, 82, 87, 'Male', 96.06653838259045, 1.5882462992584019, 0.09446521, 52, 38.083463435799594, 99.33333333333333, 'High Risk'),
(24818, 83, 16, '16:45.8', 36.89627677829652, 96.82931530962138, 124, 88, 80, 'Female', 82.05450664639804, 1.5714660410528283, 0.1344751991473052, 36, 33.22709993650738, 100, 'High Risk'),
(24819, 73, 17, '15:45.8', 36.68006871125474, 97.84998978852506, 135, 81, 21, 'Female', 83.96293692, 1.9660090357349174, 0.10700674606863461, 54, 21.722839941342084, 99, 'Low Risk'),
(24820, 93, 14, '14:45.8', 36.85533861806205, 99.06043856751299, 132, 86, 55, 'Female', 80.99234156973924, 1.5884952343949967, 0.089767178, 46, 32.09756762577861, 101.33333333333333, 'High Risk'),
(24821, 70, 18, '13:45.8', 36.61352207403115, 96.08861950613225, 116, 71, 29, 'Female', 83.67993618836869, 1.526737279618098, 0.12689954510450296, 45, 35.89985709775649, 86, 'High Risk'),
(24822, 88, 12, '12:45.8', 37.26174164, 96.83834277, 115, 73, 41, 'Male', 63.822339559661444, 1.7554479262712221, 0.087125307, 42, 20.71079729854779, 87, 'Low Risk'),
(24823, 86, 18, '11:45.8', 36.47203776, 96.60739398399505, 135, 71, 29, 'Female', 83.23299299445921, 1.8397358587616566, 0.11863226407740288, 64, 24.591474234800174, 92.33333333333333, 'Low Risk'),
(24824, 92, 14, '10:45.8', 36.91963766009078, 98.75011300408354, 120, 80, 70, 'Male', 74.02738869098135, 1.5875907762281274, 0.072587867, 40, 29.370767533625568, 93.33333333333333, 'High Risk'),
(24825, 81, 15, '09:45.8', 36.49040115598821, 99.42560259727559, 120, 77, 44, 'Female', 69.10266568824936, 1.8250947737601768, 0.13096139637057924, 43, 20.745502459766147, 91.33333333333333, 'Low Risk'),
(24826, 71, 16, '08:45.8', 36.72211224813105, 96.01074206291347, 121, 88, 18, 'Female', 56.51951517, 1.9038029743937448, 0.069154171, 33, 15.59388854362976, 99, 'High Risk'),
(24827, 79, 17, '07:45.8', 36.50771620023699, 99.44186804320626, 115, 80, 50, 'Female', 78.28242150644289, 1.5944631575578048, 0.10471186097041871, 35, 30.791813939338446, 91.66666666666667, 'High Risk'),
(24828, 80, 17, '06:45.8', 36.90334363533448, 95.82189191740922, 132, 84, 79, 'Male', 62.75393255238805, 1.8018322173086876, 0.081431678, 48, 19.32912749415786, 100, 'Low Risk'),
(24829, 99, 12, '05:45.8', 37.20992640814413, 99.55454617788182, 120, 85, 51, 'Male', 80.53775035090966, 1.8047485451801488, 0.058597284501282015, 35, 24.72669623251197, 96.66666666666667, 'High Risk'),
(24830, 69, 14, '04:45.8', 36.29266586441514, 95.57986617848407, 124, 87, 38, 'Female', 85.53066925492348, 1.6160145503461512, 0.094182232, 37, 32.751510671406386, 99.33333333333333, 'High Risk'),
(24831, 82, 18, '03:45.8', 36.785150267491915, 96.75040240943677, 137, 72, 19, 'Male', 90.42490726332846, 1.970328092146734, 0.093728872, 65, 23.29222481683183, 93.66666666666666, 'Low Risk'),
(24832, 96, 13, '02:45.8', 36.38060298974861, 96.74943870298142, 134, 77, 23, 'Female', 52.56783218449556, 1.5072184244831481, 0.1405624080915609, 57, 23.14023041351739, 96, 'High Risk'),
(24833, 88, 19, '01:45.8', 37.097942244619304, 99.06592102186534, 128, 89, 79, 'Female', 67.32503808906743, 1.7598989138213366, 0.10001934155754663, 39, 21.73707787538538, 102, 'Low Risk'),
(24834, 76, 17, '00:45.8', 36.41407328960742, 95.21405750651493, 131, 85, 44, 'Male', 64.70948532552397, 1.6674876559203553, 0.069441345, 46, 23.27248132167198, 100.33333333333333, 'Low Risk'),
(24835, 95, 18, '59:45.8', 36.074975733662555, 95.64684987995544, 139, 74, 30, 'Male', 69.62273893238937, 1.7262898975673377, 0.14819251669130906, 65, 23.362733030373978, 95.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(24836, 60, 14, '58:45.8', 36.86403805, 97.00830181927746, 134, 75, 67, 'Male', 94.29978081673447, 1.5063480717053745, 0.095799477, 59, 41.55851413689106, 94.66666666666666, 'High Risk'),
(24837, 85, 13, '57:45.8', 36.33624489014694, 97.52829418878457, 134, 80, 55, 'Female', 59.67946392, 1.6562396867228388, 0.11581841685546568, 54, 21.755974415289668, 98, 'Low Risk'),
(24838, 96, 16, '56:45.8', 36.35966159411838, 99.46814165656525, 127, 78, 78, 'Male', 90.15795304200728, 1.9622579535372626, 0.095747466, 49, 23.41487516656331, 94.33333333333333, 'High Risk'),
(24839, 74, 17, '55:45.8', 36.53011501140198, 99.16533374991747, 128, 72, 40, 'Female', 53.38487980390686, 1.553702317140515, 0.079169117, 56, 22.114780970669738, 90.66666666666666, 'Low Risk'),
(24840, 81, 17, '54:45.8', 37.337148977716296, 96.00315440133289, 114, 74, 71, 'Female', 66.51589381, 1.9274841441708426, 0.10378870628847278, 40, 17.903741675319473, 87.33333333333333, 'High Risk'),
(24841, 91, 17, '53:45.8', 36.364242838483946, 99.99109466107647, 125, 70, 50, 'Male', 62.494729458198336, 1.9382243417229488, 0.092433239, 55, 16.63547880716089, 88.33333333333333, 'High Risk'),
(24842, 70, 16, '52:45.8', 37.10120321927404, 95.86640320156967, 126, 87, 61, 'Female', 63.453297664988455, 1.7119945386786635, 0.1122113988116276, 39, 21.649578600624544, 100, 'Low Risk'),
(24843, 93, 15, '51:45.8', 36.515867007535405, 96.52879732193425, 129, 70, 61, 'Male', 56.10494562444676, 1.8104393656066322, 0.079268648, 59, 17.117217827693167, 89.66666666666666, 'High Risk'),
(24844, 96, 18, '50:45.8', 36.19994253457636, 96.67897952702536, 113, 89, 38, 'Female', 83.01339817, 1.694223841538702, 0.14139315487424498, 24, 28.920554416999455, 97, 'High Risk'),
(24845, 91, 19, '49:45.8', 37.024954763999375, 99.48818157050309, 118, 81, 21, 'Female', 64.87509191931395, 1.7944405816382618, 0.10400348799683895, 37, 20.147437699414873, 93.33333333333333, 'High Risk'),
(24846, 66, 16, '48:45.8', 36.94925642565109, 98.07036345422125, 124, 80, 24, 'Female', 62.07386278, 1.7411179696966914, 0.097130143, 44, 20.476342075173754, 94.66666666666667, 'Low Risk'),
(24847, 82, 14, '47:45.8', 37.348976088492435, 96.50643871, 139, 75, 61, 'Male', 78.38486803442775, 1.607224327867861, 0.071498774, 64, 30.344447642977354, 96.33333333333333, 'High Risk'),
(24848, 95, 18, '46:45.8', 36.87764193973473, 95.82789778213359, 136, 87, 35, 'Female', 88.86908439372107, 1.6644253651629157, 0.099616009, 49, 32.07909106682332, 103.33333333333333, 'High Risk'),
(24849, 77, 12, '45:45.8', 37.45708021714795, 95.0652443, 123, 80, 19, 'Female', 80.83711494349248, 1.9310195112580886, 0.12877774285210558, 43, 21.67891194299884, 94.33333333333333, 'Low Risk'),
(24850, 66, 14, '44:45.8', 36.40501457233999, 95.57300778694582, 129, 78, 33, 'Female', 61.81274767551841, 1.852583064, 0.093684972, 51, 18.010371466374608, 95, 'High Risk'),
(24851, 63, 19, '43:45.8', 36.24365002783877, 96.62546457585505, 126, 74, 42, 'Male', 89.58290310122395, 1.7555275439285565, 0.052563281, 52, 29.06764427549715, 91.33333333333333, 'Low Risk'),
(24852, 71, 18, '42:45.8', 36.40144202448205, 99.36153446114575, 126, 83, 83, 'Female', 58.17167187309924, 1.5765911691891743, 0.093520758, 43, 23.403098819006534, 97.33333333333333, 'Low Risk'),
(24853, 71, 15, '41:45.8', 37.25480344269891, 99.89563676399764, 126, 74, 70, 'Female', 64.55332900956272, 1.864351731273431, 0.14504913835037153, 52, 18.572182515051427, 91.33333333333333, 'Low Risk'),
(24854, 77, 15, '40:45.8', 37.48939995443914, 96.60896192162127, 125, 82, 67, 'Male', 74.13311540295516, 1.541308310920145, 0.063234158, 43, 31.205648415384758, 96.33333333333333, 'High Risk'),
(24855, 62, 13, '39:45.8', 37.440753563948675, 95.23429138, 112, 78, 48, 'Male', 96.68486906383421, 1.8529985291106945, 0.1496761727449838, 34, 28.158425306611623, 89.33333333333333, 'Low Risk'),
(24856, 86, 14, '38:45.8', 36.74547375745101, 96.06366877, 123, 74, 83, 'Female', 84.06120994900971, 1.9964447684333497, 0.097657893, 49, 21.090216447160962, 90.33333333333333, 'Low Risk'),
(24857, 67, 16, '37:45.8', 36.39720460956486, 99.35740773166296, 133, 73, 36, 'Male', 88.15727625421033, 1.6776744113389759, 0.11487058070620848, 60, 31.321518036368413, 93, 'High Risk'),
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(25035, 74, 14, '39:45.8', 37.152473719910134, 97.10696332098884, 122, 74, 75, 'Male', 56.18016213085622, 1.9372626479782797, 0.087620289, 48, 14.969454626104625, 90, 'High Risk'),
(25036, 89, 18, '38:45.8', 37.262269103917234, 95.84337098845262, 118, 79, 67, 'Male', 90.15459282826697, 1.5326347945345882, 0.062612672, 39, 38.38048818910733, 92, 'High Risk'),
(25037, 69, 14, '37:45.8', 37.03314975221266, 98.27682657175546, 135, 89, 33, 'Female', 99.68868900199678, 1.648917677964329, 0.051314849, 46, 36.66468317, 104.33333333333333, 'High Risk'),
(25038, 79, 15, '36:45.8', 36.67334169642268, 96.2920888, 110, 85, 74, 'Male', 57.07255051333861, 1.8947268823992307, 0.05877937, 25, 15.897690847871825, 93.33333333333333, 'High Risk'),
(25039, 89, 19, '35:45.8', 36.71783969130856, 97.66296433291342, 126, 76, 57, 'Female', 59.53372132683296, 1.5646495003032097, 0.070892087, 50, 24.31805849079517, 92.66666666666666, 'Low Risk'),
(25040, 92, 18, '34:45.8', 36.17782049, 96.83085137848025, 117, 72, 27, 'Female', 92.93631738843152, 1.7181078906564857, 0.075746465, 45, 31.483615128560388, 87, 'High Risk'),
(25041, 70, 14, '33:45.8', 37.04986829, 97.74156171143494, 138, 82, 20, 'Male', 97.98882256649493, 1.571889210652977, 0.098237358, 56, 39.65817029, 100.66666666666666, 'High Risk'),
(25042, 65, 18, '32:45.8', 36.904821488323115, 98.94001933857331, 111, 79, 28, 'Female', 80.73611091061312, 1.8758183937123212, 0.095167282, 32, 22.94490401377832, 89.66666666666667, 'Low Risk'),
(25043, 75, 17, '31:45.8', 36.61340924863648, 99.11444754463656, 117, 89, 49, 'Male', 74.28783889756772, 1.9271375987615333, 0.080412778, 28, 20.00286828482972, 98.33333333333333, 'Low Risk'),
(25044, 71, 16, '30:45.8', 37.43753204914115, 97.35351203270105, 139, 75, 72, 'Male', 66.33427540907535, 1.709942644305281, 0.13428061536433528, 64, 22.686886739234513, 96.33333333333333, 'Low Risk'),
(25045, 61, 16, '29:45.8', 36.557744667207224, 99.03967699, 129, 83, 41, 'Female', 73.05396602717386, 1.609731566463183, 0.096143298, 46, 28.19271345102762, 98.33333333333333, 'Low Risk'),
(25046, 71, 15, '28:45.8', 37.207493763595586, 99.23938545388775, 122, 88, 87, 'Male', 97.74805775287811, 1.838962476078526, 0.086287494, 34, 28.904296368941857, 99.33333333333333, 'Low Risk'),
(25047, 67, 18, '27:45.8', 37.27140601924494, 96.99325335245955, 139, 80, 26, 'Male', 89.35609030624377, 1.5806785865202462, 0.057818440645721586, 59, 35.763253284465655, 99.66666666666666, 'High Risk'),
(25048, 70, 13, '26:45.8', 37.036047548226556, 99.76871745628742, 125, 70, 60, 'Male', 58.708611181658725, 1.557180304175481, 0.083874451, 55, 24.21162857412182, 88.33333333333333, 'Low Risk'),
(25049, 73, 16, '25:45.8', 36.12133045536159, 98.50312022394817, 122, 78, 88, 'Male', 80.38352966881672, 1.9462115957020403, 0.078092533, 44, 21.222031787551177, 92.66666666666667, 'Low Risk'),
(25050, 85, 12, '24:45.8', 36.56757593192981, 96.27378701815236, 129, 74, 34, 'Male', 70.87031719574676, 1.9939809195655622, 0.11066538362192119, 55, 17.82470619495686, 92.33333333333333, 'High Risk'),
(25051, 75, 18, '23:45.8', 37.17228124170712, 97.55835283560059, 115, 79, 37, 'Male', 63.1126698, 1.8078063568826386, 0.13350908329179614, 36, 19.311354385964037, 91, 'Low Risk'),
(25052, 75, 15, '22:45.8', 37.182768861045254, 95.05210833501607, 119, 73, 78, 'Male', 50.54295439501713, 1.9009504840231517, 0.1033789102053636, 46, 13.986820944499673, 88.33333333333333, 'High Risk'),
(25053, 74, 13, '21:45.8', 36.85139350170398, 95.54949797517284, 127, 84, 65, 'Female', 87.71361907223246, 1.9545621314065196, 0.14600504160918465, 43, 22.959798369957063, 98.33333333333333, 'Low Risk'),
(25054, 82, 15, '20:45.8', 36.832136505263186, 96.77512023536156, 111, 83, 41, 'Female', 71.54387330168858, 1.6199633641041506, 0.065918239, 28, 27.26227301674775, 92.33333333333333, 'Low Risk'),
(25055, 66, 16, '19:45.8', 36.20192784505514, 95.50583634438998, 123, 71, 35, 'Male', 70.52713013384414, 1.8071452671118664, 0.11030604190705418, 52, 21.59583908093594, 88.33333333333333, 'Low Risk'),
(25056, 77, 14, '18:45.8', 37.293370995648104, 98.74191466616915, 128, 82, 36, 'Female', 96.13346396792372, 1.9251089459371897, 0.12578592759508986, 46, 25.939641352989266, 97.33333333333333, 'Low Risk'),
(25057, 87, 19, '17:45.8', 37.39839079102726, 96.76149381849066, 133, 70, 27, 'Female', 78.62861477883655, 1.7283346359982144, 0.088754508, 63, 26.32236809025936, 91, 'Low Risk'),
(25058, 99, 15, '16:45.8', 36.18436315047478, 99.20543328414618, 112, 88, 27, 'Female', 62.22738057706067, 1.6330046495983175, 0.13375639292652608, 24, 23.334939403049237, 96, 'High Risk'),
(25059, 87, 18, '15:45.8', 36.56247281930866, 97.68510377183223, 122, 79, 19, 'Female', 67.29654571009253, 1.6532072154648372, 0.080793527, 43, 24.62284257883254, 93.33333333333333, 'Low Risk'),
(25060, 76, 13, '14:45.8', 37.42693817807712, 95.0268632, 119, 75, 38, 'Male', 73.48544405390832, 1.9950832902934454, 0.12559063, 44, 18.462021840073312, 89.66666666666667, 'High Risk'),
(25061, 74, 16, '13:45.8', 36.028199871892326, 98.98658328844238, 117, 84, 29, 'Female', 53.72389339483288, 1.917951859305197, 0.14723430234247398, 33, 14.604680963808605, 95, 'High Risk'),
(25062, 79, 15, '12:45.8', 37.19833496241822, 98.91551558659116, 128, 82, 75, 'Male', 56.262593369202776, 1.8620410828597476, 0.10660605194269485, 46, 16.22711183194579, 97.33333333333333, 'High Risk'),
(25063, 98, 16, '11:45.8', 37.36922482536236, 99.71016260771728, 118, 86, 25, 'Male', 65.17299559502025, 1.7640433791066261, 0.065868141, 32, 20.943495229589374, 96.66666666666667, 'High Risk'),
(25064, 83, 17, '10:45.8', 36.49168269930993, 98.23581152087412, 128, 70, 54, 'Male', 71.00633938971973, 1.8587740020682557, 0.072436808, 58, 20.551519848771772, 89.33333333333333, 'Low Risk'),
(25065, 95, 15, '09:45.8', 36.33601935955227, 98.92133314060774, 121, 72, 76, 'Female', 96.69888199, 1.9235154645785588, 0.12815329681797027, 49, 26.135456389864434, 88.33333333333333, 'High Risk'),
(25066, 89, 13, '08:45.8', 37.27191686602016, 95.27835829, 117, 89, 75, 'Female', 63.86530232295054, 1.6359984287069633, 0.10684986956496714, 28, 23.86158058959906, 98.33333333333333, 'Low Risk'),
(25067, 85, 15, '07:45.8', 36.752796387624464, 96.45595273121931, 117, 72, 40, 'Female', 97.67597254959793, 1.6675836876068209, 0.057128727, 45, 35.12468739579288, 87, 'High Risk'),
(25068, 90, 14, '06:45.8', 37.25894065, 99.29411201329809, 121, 78, 53, 'Female', 58.18372931225426, 1.635190213671288, 0.056565077417574355, 43, 21.76030586384208, 92.33333333333333, 'Low Risk'),
(25069, 68, 13, '05:45.8', 36.04592007, 95.59833589137604, 125, 85, 67, 'Male', 98.07288348506688, 1.911934163011775, 0.1069267761688252, 40, 26.828913029241438, 98.33333333333333, 'Low Risk'),
(25070, 64, 15, '04:45.8', 37.38536823, 95.96799450477663, 112, 74, 52, 'Male', 66.57619026, 1.5973758929712385, 0.066185023, 38, 26.091838861000724, 86.66666666666667, 'Low Risk'),
(25071, 67, 17, '03:45.8', 36.74291773252112, 98.50787352491388, 116, 78, 52, 'Female', 89.43590767211106, 1.781260344905508, 0.14899945342110266, 38, 28.18753638222105, 90.66666666666667, 'Low Risk'),
(25072, 71, 15, '02:45.8', 36.405746124750365, 95.31358405, 136, 86, 27, 'Female', 93.17937897, 1.6983909835689874, 0.089554645, 50, 32.30311923399553, 102.66666666666666, 'High Risk'),
(25073, 91, 12, '01:45.8', 36.570414973126475, 98.07372738430193, 129, 71, 48, 'Female', 84.41600189, 1.740881242, 0.060155876, 58, 27.853930487636298, 90.33333333333333, 'High Risk'),
(25074, 98, 12, '00:45.8', 37.43626271504891, 97.2683491, 131, 71, 75, 'Male', 94.34108795666307, 1.5992473286024746, 0.12130138860843603, 60, 36.88668376001643, 91, 'High Risk'),
(25075, 88, 13, '59:45.8', 36.615411344606905, 99.53374173307259, 129, 89, 80, 'Female', 52.94351698943283, 1.6632001098907652, 0.052115113, 40, 19.139199865184665, 102.33333333333333, 'Low Risk'),
(25076, 84, 18, '58:45.8', 36.34601376872687, 95.40245339, 138, 79, 71, 'Female', 98.8931445, 1.5937765094520209, 0.062732954, 59, 38.932414931566996, 98.66666666666666, 'High Risk'),
(25077, 88, 14, '57:45.8', 36.47872687598236, 96.94251230952624, 126, 84, 46, 'Male', 53.870868314057155, 1.8321499489951605, 0.1312213829480554, 42, 16.048407599597336, 98, 'High Risk'),
(25078, 61, 14, '56:45.8', 36.37032710499141, 96.81392582967193, 132, 89, 71, 'Female', 78.81371098923158, 1.8991069787974184, 0.13372818531056757, 43, 21.852590000455564, 103.33333333333333, 'Low Risk'),
(25079, 93, 17, '55:45.8', 36.31747007025585, 97.37325307426231, 127, 88, 42, 'Female', 72.00862616, 1.552138800406542, 0.10040891540079686, 39, 29.889827870828373, 101, 'High Risk'),
(25080, 76, 18, '54:45.8', 37.283839505743096, 95.68920821418116, 118, 88, 82, 'Male', 93.29454965362737, 1.8961643873139726, 0.076083956, 30, 25.948024621446542, 98, 'Low Risk'),
(25081, 85, 19, '53:45.8', 36.94500941082539, 99.49959799143701, 118, 73, 39, 'Female', 92.78136920465705, 1.5275071072119633, 0.10611659370207399, 45, 39.764387566556046, 88, 'High Risk'),
(25082, 72, 17, '52:45.8', 37.18383179851035, 96.90510350763688, 133, 72, 37, 'Male', 98.76113040800814, 1.7602611635635987, 0.084121746, 61, 31.873652802381866, 92.33333333333333, 'High Risk'),
(25083, 72, 18, '51:45.8', 36.439795845727694, 99.74554883025198, 134, 77, 68, 'Male', 98.81976240516894, 1.548215509252864, 0.12533781328314822, 57, 41.226928301898866, 96, 'High Risk'),
(25084, 96, 14, '50:45.8', 36.732138856514226, 95.15925216998863, 138, 78, 86, 'Male', 61.6834971, 1.6847749830309724, 0.12296344065136496, 60, 21.731273492318714, 98, 'High Risk'),
(25085, 81, 16, '49:45.8', 37.11246958913128, 96.70447668690998, 126, 73, 30, 'Male', 55.47428827, 1.8672319066926206, 0.1433398853599318, 53, 15.910917332446644, 90.66666666666666, 'High Risk'),
(25086, 71, 17, '48:45.8', 36.31702509578292, 99.31117446086563, 134, 89, 77, 'Female', 71.67405426426964, 1.7261724401209553, 0.11044369607396173, 45, 24.05434936123763, 104, 'Low Risk'),
(25087, 64, 16, '47:45.8', 37.08672768047985, 98.25108560554177, 130, 74, 53, 'Male', 69.83044731467284, 1.673478251775263, 0.060642611, 56, 24.934730497531906, 92.66666666666666, 'Low Risk'),
(25088, 96, 15, '46:45.8', 36.63373094228061, 96.28948122274397, 119, 87, 42, 'Female', 80.26439645223084, 1.8564043043512184, 0.11862691194613646, 32, 23.290446310392838, 97.66666666666667, 'High Risk'),
(25089, 95, 16, '45:45.8', 37.43668800922896, 96.18115237434881, 130, 75, 19, 'Male', 84.39089803133206, 1.7037931562736666, 0.14612764136421608, 55, 29.07112707253425, 93.33333333333333, 'High Risk'),
(25090, 67, 13, '44:45.8', 37.095927833111276, 95.73244220464245, 137, 73, 21, 'Female', 70.15088088, 1.8892476648875927, 0.11989427901104262, 64, 19.654198620317434, 94.33333333333333, 'Low Risk'),
(25091, 66, 13, '43:45.8', 37.268657083763564, 95.0492344, 128, 72, 88, 'Male', 68.62240759322938, 1.7038381403369343, 0.13289843058393896, 56, 23.637921154312423, 90.66666666666666, 'Low Risk'),
(25092, 81, 13, '42:45.8', 36.658489965887995, 98.21705983832443, 112, 82, 75, 'Male', 67.03392873464864, 1.8131784093525303, 0.14587828274276832, 30, 20.38982955235047, 92, 'Low Risk'),
(25093, 80, 15, '41:45.8', 37.08856475510836, 98.22042568349598, 117, 77, 38, 'Male', 59.57988360334624, 1.863454727533024, 0.12056388812093659, 40, 17.157814109013657, 90.33333333333333, 'High Risk'),
(25094, 61, 19, '40:45.8', 36.02265617824495, 96.68297515474482, 113, 74, 70, 'Male', 98.25084071460154, 1.9412489653657539, 0.092362611, 39, 26.07196717678852, 87, 'Low Risk'),
(25095, 91, 18, '39:45.8', 36.24710949239281, 95.23054733323613, 112, 86, 62, 'Female', 96.60243124525329, 1.8928254743884723, 0.077652343, 26, 26.962919321536567, 94.66666666666667, 'High Risk'),
(25096, 96, 16, '38:45.8', 36.95683058134456, 97.74963280931904, 113, 81, 18, 'Male', 80.19137999957786, 1.5508747082139736, 0.14743233985835963, 32, 33.34066518, 91.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(25097, 70, 15, '37:45.8', 37.43749130751988, 97.27374550990821, 137, 88, 49, 'Female', 65.29802805633625, 1.8272251808264028, 0.13031701010928315, 49, 19.55761636866729, 104.33333333333333, 'Low Risk'),
(25098, 91, 14, '36:45.8', 36.51104018382169, 95.66021580850254, 136, 87, 18, 'Female', 57.74206755, 1.9627661157005754, 0.11157870622425475, 49, 14.988398340863434, 103.33333333333333, 'High Risk'),
(25099, 82, 17, '35:45.8', 36.29879686618039, 97.1153653, 131, 73, 39, 'Male', 50.19937129560126, 1.7911660560358893, 0.080556146, 58, 15.646837676832334, 92.33333333333333, 'High Risk'),
(25100, 98, 16, '34:45.8', 36.061701323447195, 98.97765595713292, 135, 87, 56, 'Female', 70.32320253, 1.7851778361271409, 0.12412035340650292, 48, 22.066612461368983, 103, 'High Risk'),
(25101, 92, 18, '33:45.8', 36.728978700323765, 97.80771218412497, 133, 72, 46, 'Female', 61.80066392059791, 1.8625817057585359, 0.10915599741995767, 61, 17.814042114162568, 92.33333333333333, 'High Risk'),
(25102, 64, 19, '32:45.8', 36.63172267841962, 97.48280556889074, 112, 86, 62, 'Male', 58.947025698436065, 1.803900548301422, 0.057073702, 26, 18.114932310617505, 94.66666666666667, 'High Risk'),
(25103, 97, 18, '31:45.8', 36.302457433009394, 99.53151526742244, 126, 80, 39, 'Male', 58.16717140920652, 1.5358806198703534, 0.14707219048757136, 46, 24.658293887622673, 95.33333333333333, 'High Risk'),
(25104, 89, 14, '30:45.8', 36.05248828265611, 99.60433832609552, 122, 85, 39, 'Male', 83.70443745650648, 1.5152438135566983, 0.060762918, 37, 36.4572111, 97.33333333333333, 'High Risk'),
(25105, 73, 17, '29:45.8', 36.93113770168422, 96.57113056, 131, 74, 73, 'Female', 99.63163838012579, 1.9506365046470053, 0.12215153645275352, 57, 26.184517596311046, 93, 'Low Risk'),
(25106, 84, 15, '28:45.8', 37.45938863907828, 96.11886725676182, 111, 86, 84, 'Male', 84.68417472938818, 1.8767782482409856, 0.073595783, 25, 24.04231799, 94.33333333333333, 'Low Risk'),
(25107, 61, 16, '27:45.8', 37.43010389161591, 95.12736894519267, 136, 79, 76, 'Male', 66.57589718760036, 1.9643576070993203, 0.14897485702243116, 57, 17.253448891335683, 98, 'High Risk'),
(25108, 69, 16, '26:45.8', 37.21853580398234, 95.34848853478356, 136, 89, 54, 'Male', 52.64456782266486, 1.9105414706481394, 0.12323094333212974, 47, 14.422502626538966, 104.66666666666667, 'High Risk'),
(25109, 68, 13, '25:45.8', 37.16853909640171, 97.3585463, 118, 70, 42, 'Male', 68.18192574997761, 1.5471357956219474, 0.1403294343777599, 48, 28.484748849914165, 86, 'Low Risk'),
(25110, 81, 15, '24:45.8', 36.200383217801495, 97.35213278343599, 130, 89, 33, 'Male', 92.48919614, 1.9008590340314857, 0.10308939917597615, 41, 25.597124598909048, 102.66666666666667, 'Low Risk'),
(25111, 90, 14, '23:45.8', 36.21826938, 98.13390835549663, 132, 77, 89, 'Male', 76.87517556518007, 1.525477253400779, 0.1004115253123608, 55, 33.03502563906727, 95.33333333333333, 'High Risk'),
(25112, 88, 15, '22:45.8', 36.883828472080005, 98.50994979267749, 117, 83, 65, 'Female', 87.93385068821644, 1.595646211397375, 0.055986549, 34, 34.53686244509587, 94.33333333333333, 'High Risk'),
(25113, 68, 13, '21:45.8', 36.24882100160788, 96.20949648270465, 134, 72, 29, 'Male', 80.28783833748936, 1.672679802749582, 0.11476035689664668, 62, 28.696183401703458, 92.66666666666666, 'Low Risk'),
(25114, 99, 15, '20:45.8', 36.19845374969223, 95.63924417692219, 135, 74, 58, 'Female', 89.03684433877226, 1.7899720667554422, 0.1353515355969398, 61, 27.789277261332618, 94.33333333333333, 'High Risk'),
(25115, 97, 18, '19:45.8', 37.37412785762134, 99.31149543457296, 127, 81, 57, 'Male', 50.76486862, 1.5611533288299626, 0.056181685, 46, 20.829178784790905, 96.33333333333333, 'High Risk'),
(25116, 81, 18, '18:45.8', 37.407400245062455, 99.02696447205722, 114, 74, 42, 'Female', 84.86467465, 1.5439751778191502, 0.13326570116919384, 40, 35.59969872364544, 87.33333333333333, 'High Risk'),
(25117, 64, 15, '17:45.8', 37.17286630572877, 99.41728860219378, 137, 71, 89, 'Male', 75.01611211781452, 1.6648642056717688, 0.08089314, 66, 27.06430753865648, 93, 'Low Risk'),
(25118, 65, 18, '16:45.8', 36.97999762789185, 97.48376337328196, 117, 72, 43, 'Female', 73.92800901633701, 1.6056115536705922, 0.061831959, 45, 28.676625255187062, 87, 'Low Risk'),
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(25295, 72, 14, '19:45.8', 36.705539920103696, 97.14827915355276, 127, 85, 47, 'Female', 54.614370040676654, 1.7079412769878572, 0.14351521102490028, 42, 18.722380163250065, 99, 'Low Risk'),
(25296, 99, 19, '18:45.8', 36.07563890000976, 96.56193329148886, 115, 78, 45, 'Male', 70.14870684454158, 1.6618885933267946, 0.14252306128793957, 37, 25.39895540123481, 90.33333333333333, 'High Risk'),
(25297, 72, 17, '17:45.8', 36.530698196175535, 96.92331508108768, 113, 88, 53, 'Male', 88.27112439914829, 1.6925089158318802, 0.12382640937044843, 25, 30.814613749984595, 96.33333333333333, 'High Risk'),
(25298, 68, 18, '16:45.8', 36.070014356544036, 97.21333741336318, 133, 87, 80, 'Female', 71.39339729658232, 1.7793729289628142, 0.076714988, 46, 22.548834060056635, 102.33333333333333, 'Low Risk'),
(25299, 87, 17, '15:45.8', 36.02931417229615, 95.86822177531715, 128, 89, 78, 'Female', 97.01090115141484, 1.7455312366457125, 0.096911659, 39, 31.839430335071555, 102, 'High Risk'),
(25300, 92, 16, '14:45.8', 36.05322255571549, 96.09661164, 117, 71, 75, 'Female', 94.56730854083662, 1.8330516707382816, 0.075139576, 46, 28.14437537057261, 86.33333333333333, 'High Risk'),
(25301, 64, 18, '13:45.8', 36.94111175453213, 95.82640538, 117, 74, 57, 'Male', 71.75520124228896, 1.8638176142574667, 0.069464257, 43, 20.656016090913713, 88.33333333333333, 'Low Risk'),
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(25306, 76, 16, '08:45.8', 37.44661773684455, 98.17864690705935, 124, 82, 33, 'Female', 87.75136147684049, 1.5477285645413903, 0.075457983, 42, 36.632306775899195, 96, 'High Risk'),
(25307, 87, 19, '07:45.8', 36.99468594568151, 95.74617584397657, 126, 86, 64, 'Female', 81.40414305, 1.8720614342376118, 0.099642327, 40, 23.227705743709954, 99.33333333333333, 'Low Risk'),
(25308, 72, 18, '06:45.8', 37.41985389984374, 95.96855624334088, 111, 73, 54, 'Male', 81.57872225, 1.7960239300883512, 0.089761573, 38, 25.290223130034992, 85.66666666666667, 'Low Risk'),
(25309, 78, 18, '05:45.8', 36.34513548627304, 98.67013346108153, 125, 89, 87, 'Female', 55.03658295582659, 1.5255132805279574, 0.11395838778611357, 36, 23.649364584703733, 101, 'Low Risk'),
(25310, 70, 16, '04:45.8', 37.38463494, 95.50722138972759, 121, 78, 39, 'Female', 93.60344206498362, 1.769366126472503, 0.057701346, 43, 29.898982011815892, 92.33333333333333, 'Low Risk'),
(25311, 91, 15, '03:45.8', 36.34691941153495, 99.93631084329137, 118, 74, 52, 'Female', 70.07600289474483, 1.7510745546591713, 0.076447313, 44, 22.853885513158172, 88.66666666666667, 'High Risk'),
(25312, 95, 19, '02:45.8', 36.773378710488025, 96.78472658302302, 132, 88, 66, 'Female', 61.95568330040433, 1.5934567389261618, 0.074964876, 44, 24.40060511768823, 102.66666666666667, 'High Risk'),
(25313, 67, 16, '01:45.8', 36.71693663832588, 96.03138384901006, 120, 87, 63, 'Male', 91.10704285719098, 1.891617090940644, 0.10699519220551017, 33, 25.461588330425954, 98, 'Low Risk'),
(25314, 98, 15, '00:45.8', 36.54607474687352, 98.79186279063629, 118, 86, 48, 'Male', 51.45617847149113, 1.6392637302159017, 0.063850609, 32, 19.148725308760277, 96.66666666666667, 'High Risk'),
(25315, 86, 12, '59:45.8', 36.10260323632817, 96.17295619531566, 125, 81, 58, 'Male', 81.47261666517507, 1.598571137586969, 0.074862352, 44, 31.882159482379876, 95.66666666666667, 'High Risk'),
(25316, 61, 17, '58:45.8', 37.39875765431142, 95.97458465991902, 118, 77, 61, 'Female', 59.45441509388454, 1.6833368708278165, 0.082538507, 41, 20.981765979385997, 90.66666666666667, 'Low Risk'),
(25317, 77, 14, '57:45.8', 36.299189232173525, 95.13570426759188, 115, 84, 79, 'Female', 79.93203648007528, 1.7568357488590205, 0.1341369771720775, 31, 25.89754269740821, 94.33333333333333, 'Low Risk'),
(25318, 69, 12, '56:45.8', 36.06483455699493, 99.40881500418728, 113, 71, 58, 'Male', 75.82138132347671, 1.705195407048902, 0.13467124133430688, 42, 26.076144787424813, 85, 'Low Risk'),
(25319, 63, 14, '55:45.8', 36.113811897484574, 97.79300766282263, 133, 76, 63, 'Female', 70.25432062073322, 1.6160471199129596, 0.085558016, 57, 26.900787835635146, 95, 'Low Risk'),
(25320, 84, 16, '54:45.8', 37.00260250501252, 98.69632869443275, 120, 86, 26, 'Male', 52.73461849095835, 1.7303008544569987, 0.10080244046603426, 34, 17.61377985212878, 97.33333333333333, 'High Risk'),
(25321, 99, 19, '53:45.8', 37.23103182129565, 95.21899941224345, 125, 70, 71, 'Female', 57.03399595404715, 1.8700621031751803, 0.081466485, 55, 16.308790047114304, 88.33333333333333, 'High Risk'),
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(25323, 63, 14, '51:45.8', 36.95952547923986, 98.38205709411073, 121, 75, 26, 'Male', 82.89764907, 1.973332533618374, 0.1249723403100227, 46, 21.28833336312964, 90.33333333333333, 'Low Risk'),
(25324, 77, 14, '50:45.8', 36.776992535072615, 95.48177439659776, 125, 81, 40, 'Female', 68.21453544507025, 1.5341343561794119, 0.1026714690761955, 44, 28.98345362754185, 95.66666666666667, 'Low Risk'),
(25325, 77, 15, '49:45.8', 36.69649852347382, 95.46348597826483, 134, 83, 59, 'Female', 54.48862619422977, 1.8844773829415398, 0.056705137, 51, 15.34348451170499, 100, 'High Risk'),
(25326, 92, 14, '48:45.8', 37.33747433539235, 98.77919358936035, 127, 86, 72, 'Female', 58.00650884097846, 1.9502141642306676, 0.10627966810141382, 41, 15.251484413934895, 99.66666666666667, 'High Risk'),
(25327, 64, 13, '47:45.8', 37.14976998096287, 98.64828800738823, 120, 74, 69, 'Female', 87.59526579211499, 1.6595209034280611, 0.09141399, 46, 31.806448631276172, 89.33333333333333, 'High Risk'),
(25328, 95, 17, '46:45.8', 37.32170214595557, 99.20389825056373, 123, 73, 66, 'Male', 66.77703259409765, 1.5401433290528515, 0.12411136370101239, 50, 28.151713755982033, 89.66666666666666, 'High Risk'),
(25329, 71, 14, '45:45.8', 36.628914507972574, 99.20258573, 110, 81, 43, 'Female', 67.98375392495433, 1.8862550223053607, 0.053020226, 29, 19.10752002966207, 90.66666666666667, 'Low Risk'),
(25330, 75, 18, '44:45.8', 37.29248768389806, 96.63866247210629, 131, 74, 61, 'Female', 70.62892493982444, 1.7935484703441718, 0.11906771568044283, 57, 21.95615864, 93, 'Low Risk'),
(25331, 84, 17, '43:45.8', 36.070579579126104, 97.96965556771724, 132, 84, 83, 'Male', 98.55641187769263, 1.5650827839364791, 0.053450023, 48, 40.23557901432034, 100, 'High Risk'),
(25332, 94, 13, '42:45.8', 36.97574098445741, 99.58076457857796, 120, 79, 24, 'Female', 64.02360531933589, 1.901325900533019, 0.13485884359948547, 41, 17.710344043442497, 92.66666666666667, 'High Risk'),
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(25334, 68, 16, '40:45.8', 37.22523002041487, 99.43891704613392, 115, 72, 20, 'Male', 88.43282826682858, 1.9299199101804394, 0.072901597, 43, 23.742964421518572, 86.33333333333333, 'Low Risk'),
(25335, 68, 17, '39:45.8', 37.32387806448139, 97.54279984693642, 136, 72, 22, 'Male', 75.50712280233313, 1.795673863343706, 0.13553381248418103, 64, 23.417093986397493, 93.33333333333333, 'Low Risk'),
(25336, 91, 12, '38:45.8', 36.983260849658244, 95.85429872380742, 127, 77, 25, 'Female', 94.75014755, 1.9214874575619045, 0.1491639991801697, 50, 25.66284417965405, 93.66666666666666, 'High Risk'),
(25337, 99, 12, '37:45.8', 37.19117637344005, 99.71836045513827, 115, 72, 87, 'Female', 96.85316182331286, 1.6064966989632044, 0.078153277, 43, 37.52788836759213, 86.33333333333333, 'High Risk'),
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(25343, 92, 19, '31:45.8', 37.33914043935276, 96.98715393376871, 122, 89, 83, 'Male', 70.58332834488053, 1.788319235142495, 0.081591092, 33, 22.070493181792582, 100, 'High Risk'),
(25344, 69, 18, '30:45.8', 36.95098956716004, 99.61861289489936, 135, 82, 64, 'Male', 76.259636, 1.8117419265076238, 0.060315207, 53, 23.232827003913883, 99.66666666666666, 'Low Risk'),
(25345, 78, 12, '29:45.8', 36.21059800262103, 99.37304871599189, 122, 70, 43, 'Male', 59.38673804787248, 1.974782243200322, 0.1234575697405489, 52, 15.228286691113922, 87.33333333333333, 'High Risk'),
(25346, 90, 18, '28:45.8', 37.020729197708626, 99.09531814833265, 115, 71, 18, 'Female', 51.143064468013584, 1.5073112241549775, 0.060202956, 44, 22.51027916149307, 85.66666666666667, 'Low Risk'),
(25347, 81, 12, '27:45.8', 36.75436626722402, 97.9967156, 114, 80, 28, 'Male', 68.70961926097816, 1.9759610560006375, 0.059758936, 34, 17.597897356420294, 91.33333333333333, 'High Risk'),
(25348, 64, 17, '26:45.8', 36.64700160326997, 98.60853051051637, 132, 71, 30, 'Female', 68.59430673719817, 1.856809951281073, 0.11539273373008385, 61, 19.895422267286417, 91.33333333333333, 'Low Risk'),
(25349, 74, 13, '25:45.8', 36.05030267037054, 99.01764412286644, 133, 86, 30, 'Female', 52.44148502454936, 1.8006379989877865, 0.11458886155491861, 47, 16.174175818792165, 101.66666666666667, 'High Risk'),
(25350, 82, 14, '24:45.8', 36.89002457928767, 97.51283164179824, 132, 82, 58, 'Female', 89.24822967759957, 1.773640973625251, 0.097409319, 50, 28.370578018632383, 98.66666666666666, 'Low Risk'),
(25351, 70, 19, '23:45.8', 36.65121908902445, 98.77302945414901, 132, 77, 33, 'Female', 57.581985260765336, 1.839308337216837, 0.074154793, 55, 17.02070541224562, 95.33333333333333, 'High Risk'),
(25352, 82, 18, '22:45.8', 36.24495102208225, 95.60253288522925, 138, 84, 51, 'Male', 77.13277767874305, 1.8222373594722423, 0.13871771253808002, 54, 23.22892323292365, 102, 'Low Risk'),
(25353, 74, 12, '21:45.8', 36.319689406062004, 99.68473767615298, 113, 83, 31, 'Female', 93.86226704551191, 1.7345704171107952, 0.1431969192163639, 30, 31.196593135700077, 93, 'High Risk'),
(25354, 98, 16, '20:45.8', 36.33060417922813, 95.75035776486988, 131, 86, 36, 'Male', 63.79667488, 1.7422627419996042, 0.071219487, 45, 21.017000996395346, 101, 'High Risk'),
(25355, 82, 15, '19:45.8', 36.96849694906515, 96.44373673915204, 119, 78, 20, 'Female', 52.70076999756929, 1.7636018821335289, 0.10675936362360582, 41, 16.943996511513838, 91.66666666666667, 'High Risk'),
(25356, 95, 15, '18:45.8', 36.672655180839804, 98.89875581907711, 126, 77, 31, 'Male', 93.96401603641314, 1.8209486075262324, 0.14114977789745836, 49, 28.33780402224244, 93.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(25358, 97, 12, '16:45.8', 36.86853330445295, 95.08601063480045, 118, 71, 32, 'Male', 52.055499177228484, 1.5656856965959751, 0.098070179, 47, 21.23525337511044, 86.66666666666667, 'High Risk'),
(25359, 65, 14, '15:45.8', 37.323299884336016, 98.77586425454857, 111, 81, 51, 'Male', 93.72145133301552, 1.7705575771637536, 0.082698221, 30, 29.89640008668414, 91, 'Low Risk'),
(25360, 84, 16, '14:45.8', 36.736827458614144, 99.44625364, 114, 76, 46, 'Male', 76.73074205135441, 1.6630434747085725, 0.072613641, 38, 27.743560318558593, 88.66666666666667, 'Low Risk'),
(25361, 73, 13, '13:45.8', 36.912165502825324, 96.27999718360277, 132, 84, 50, 'Male', 70.60463363424876, 1.6200102594397825, 0.12308388037445114, 48, 26.902811829834064, 100, 'Low Risk'),
(25362, 63, 17, '12:45.8', 36.67154370432861, 99.05709349, 134, 73, 21, 'Male', 90.41738828483648, 1.525954041131436, 0.1253033018539927, 61, 38.83014844939755, 93.33333333333333, 'High Risk'),
(25363, 69, 14, '11:45.8', 37.32212079, 96.39256430753885, 118, 79, 42, 'Female', 61.91897475, 1.8470072714344483, 0.071967653, 39, 18.150414453672557, 92, 'High Risk'),
(25364, 92, 13, '10:45.8', 36.85996608805978, 98.65204929559049, 136, 83, 77, 'Female', 67.10724572636742, 1.736338032303513, 0.12655262233115702, 53, 22.25875444530656, 100.66666666666666, 'High Risk'),
(25365, 61, 15, '09:45.8', 37.30704854238568, 96.37948284645431, 113, 83, 18, 'Female', 69.30092382525196, 1.626981437456903, 0.13882733290162036, 30, 26.18025232972075, 93, 'Low Risk'),
(25366, 94, 12, '08:45.8', 36.20399960070541, 98.43519754312295, 115, 79, 24, 'Male', 61.34268318736352, 1.7047893888439507, 0.1244190133058878, 36, 21.106746856289067, 91, 'High Risk'),
(25367, 65, 19, '07:45.8', 36.53324305530715, 97.66073087470701, 135, 89, 88, 'Male', 84.53828187375393, 1.8846102530989843, 0.077999784, 46, 23.801828303877294, 104.33333333333333, 'Low Risk'),
(25368, 95, 19, '06:45.8', 36.59440826345095, 95.60606502259638, 128, 86, 69, 'Female', 88.23926241310025, 1.9324438626341003, 0.11702122387907582, 42, 23.629149829245087, 100, 'High Risk'),
(25369, 81, 12, '05:45.8', 36.411826896890474, 99.1266626, 130, 78, 79, 'Male', 63.891769421829494, 1.5671342116881082, 0.060601247526743764, 52, 26.015521274774244, 95.33333333333333, 'Low Risk'),
(25370, 81, 15, '04:45.8', 36.38693742516918, 97.90994379084417, 132, 83, 57, 'Male', 99.09799347305415, 1.7474566530869318, 0.10747739791944186, 49, 32.45278988044697, 99.33333333333333, 'High Risk'),
(25371, 87, 17, '03:45.8', 36.43557886119916, 99.46632232404806, 134, 84, 80, 'Male', 66.27290158, 1.8880053759137783, 0.11426136235182481, 50, 18.592146477326086, 100.66666666666666, 'Low Risk'),
(25372, 73, 12, '02:45.8', 36.532953844795706, 97.37409621, 116, 70, 39, 'Female', 53.85277372059908, 1.7930301854878516, 0.13911758490950293, 46, 16.750696696330653, 85.33333333333333, 'High Risk'),
(25373, 68, 12, '01:45.8', 36.97646475973361, 97.62214012037421, 128, 82, 24, 'Male', 77.56850474883083, 1.781499891332635, 0.10986791108695358, 46, 24.44071008344461, 97.33333333333333, 'Low Risk'),
(25374, 89, 13, '00:45.8', 37.159175436017385, 97.35246524612063, 127, 71, 79, 'Male', 61.65553326849628, 1.9579827171230773, 0.10624870713849399, 56, 16.082529265022217, 89.66666666666666, 'High Risk'),
(25375, 81, 12, '59:45.8', 36.79278337895377, 98.89066874025335, 127, 83, 56, 'Male', 85.87732219741173, 1.7755089441537832, 0.066959383, 44, 27.241609622037004, 97.66666666666667, 'Low Risk'),
(25376, 99, 16, '58:45.8', 36.24656515073934, 98.67859826084035, 134, 84, 29, 'Male', 71.54676326317065, 1.6734598495453425, 0.089552929, 50, 25.548146464982235, 100.66666666666666, 'High Risk'),
(25377, 61, 18, '57:45.8', 36.546713511096925, 95.57658965296747, 126, 80, 38, 'Female', 68.02959810042293, 1.9274489648223105, 0.1402678888299988, 46, 18.31184611734475, 95.33333333333333, 'High Risk'),
(25378, 70, 18, '56:45.8', 36.70320674322045, 99.74871906508864, 128, 74, 41, 'Female', 85.04220189690051, 1.584933567966495, 0.081206787, 54, 33.85418546708577, 92, 'High Risk'),
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(25556, 94, 19, '58:45.8', 37.180594687928746, 99.32728212, 127, 85, 70, 'Male', 90.84735560699212, 1.6752818165596133, 0.14959651039858296, 42, 32.369540983816066, 99, 'High Risk'),
(25557, 73, 19, '57:45.8', 36.05264447979216, 95.29491343402809, 134, 80, 30, 'Male', 97.36160392514397, 1.9372328321555847, 0.075685449, 54, 25.943231923568387, 98, 'Low Risk'),
(25558, 79, 17, '56:45.8', 37.03238317620999, 97.67881750462904, 114, 85, 21, 'Male', 87.06873726859995, 1.5887174176493384, 0.12146252034433733, 29, 34.49601533952734, 94.66666666666667, 'High Risk'),
(25559, 95, 15, '55:45.8', 36.90004247773549, 98.53762715513054, 131, 89, 25, 'Female', 91.56771091056656, 1.6551605564954872, 0.12773686274626161, 42, 33.42428308653198, 103, 'High Risk'),
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(25567, 95, 14, '47:45.8', 36.36483637245595, 98.89151982970962, 119, 76, 47, 'Female', 54.237824950244445, 1.7560472052711054, 0.128236546, 43, 17.58854412460538, 90.33333333333333, 'High Risk'),
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(25569, 99, 18, '45:45.8', 36.12156113226767, 97.55618960374908, 126, 72, 84, 'Female', 94.82848305648653, 1.5037192453541173, 0.083866857, 54, 41.93776552072248, 90, 'High Risk'),
(25570, 72, 17, '44:45.8', 37.20698672118088, 99.47685091165349, 123, 83, 86, 'Female', 98.38325388771341, 1.9310530169051385, 0.14107692338159333, 40, 26.383523039754976, 96.33333333333333, 'Low Risk'),
(25571, 73, 15, '43:45.8', 36.47024109186709, 99.28902516, 124, 82, 55, 'Male', 91.78798856159167, 1.5600051824858137, 0.10746820797044881, 42, 37.71670722621723, 96, 'High Risk'),
(25572, 80, 19, '42:45.8', 36.01268449679058, 95.92940603390088, 125, 71, 61, 'Female', 56.68188842051851, 1.5877448988462652, 0.081614665, 54, 22.484480546744727, 89, 'Low Risk'),
(25573, 65, 16, '41:45.8', 37.13452104584799, 98.99557086500525, 138, 84, 24, 'Male', 91.89107662033169, 1.6572636347031129, 0.10307331994298934, 54, 33.45724205491384, 102, 'High Risk'),
(25574, 80, 15, '40:45.8', 37.334046906840236, 95.59256406127466, 122, 70, 70, 'Male', 82.13166366053585, 1.5081978822924929, 0.069846163, 52, 36.10721289850704, 87.33333333333333, 'High Risk'),
(25575, 89, 16, '39:45.8', 37.446479574439294, 98.69672984827389, 121, 79, 77, 'Female', 73.63773567241572, 1.749383563997219, 0.068581242, 42, 24.061923511792916, 93, 'Low Risk'),
(25576, 66, 19, '38:45.8', 37.05225014035688, 96.93640393279071, 111, 75, 31, 'Male', 73.45922207366353, 1.878077676705774, 0.073207557, 36, 20.826640654580487, 87, 'Low Risk'),
(25577, 85, 12, '37:45.8', 37.13303742274595, 98.25852187959276, 111, 79, 33, 'Female', 58.63573710633226, 1.6938733630789304, 0.10101093179779533, 32, 20.43621729501829, 89.66666666666667, 'Low Risk'),
(25578, 96, 16, '36:45.8', 36.96538388569651, 96.80936451973379, 124, 72, 28, 'Male', 91.42764053087384, 1.900090607070687, 0.050095771, 52, 25.323800876563265, 89.33333333333333, 'High Risk'),
(25579, 63, 12, '35:45.8', 36.49565865, 95.94742078338976, 123, 76, 23, 'Female', 92.76120195925658, 1.6695283336820028, 0.051545038, 47, 33.27965225, 91.66666666666667, 'High Risk'),
(25580, 81, 16, '34:45.8', 36.33412163364195, 99.44443411, 122, 75, 20, 'Female', 74.21925424523197, 1.609403654167357, 0.059139218951347786, 47, 28.654089965978937, 90.66666666666667, 'Low Risk'),
(25581, 66, 17, '33:45.8', 37.39183624960426, 99.41010833496031, 133, 73, 30, 'Female', 99.26824979772394, 1.8583237687023986, 0.094598095, 60, 28.745350032509453, 93, 'Low Risk'),
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(25583, 88, 19, '31:45.8', 36.343234690349895, 95.14474884, 133, 89, 28, 'Female', 74.21405081289522, 1.8317374182978146, 0.057926460714614374, 44, 22.118705330753077, 103.66666666666667, 'Low Risk'),
(25584, 98, 17, '30:45.8', 36.78687619414849, 95.84033383934761, 133, 76, 48, 'Female', 50.13095904, 1.6226105196479492, 0.11209292613136333, 57, 19.04046009673772, 95, 'High Risk'),
(25585, 68, 18, '29:45.8', 36.98266954777466, 99.84698915937425, 118, 70, 52, 'Female', 52.866827371121786, 1.6924612179756764, 0.136139619, 48, 18.456349125739226, 86, 'High Risk'),
(25586, 80, 15, '28:45.8', 36.10037476584284, 97.64314311, 112, 77, 73, 'Male', 85.13303155301581, 1.8925197416834931, 0.071452595, 35, 23.769347596898744, 88.66666666666667, 'Low Risk'),
(25587, 76, 14, '27:45.8', 37.43739902615656, 96.04636836524853, 137, 71, 86, 'Male', 96.47494645014847, 1.6077254575145692, 0.065543226, 66, 37.324222428583305, 93, 'High Risk'),
(25588, 60, 12, '26:45.8', 36.076057880245244, 96.81492411424755, 126, 87, 61, 'Female', 71.28489902144113, 1.9248521788338744, 0.13958388996498206, 39, 19.239898329762493, 100, 'Low Risk'),
(25589, 99, 16, '25:45.8', 36.975676303874316, 98.01993848497001, 112, 85, 79, 'Female', 89.23773207370914, 1.7897353718578939, 0.12934319992573812, 27, 27.85934371410651, 94, 'High Risk'),
(25590, 65, 17, '24:45.8', 36.089502276734294, 96.17293714784583, 119, 73, 83, 'Female', 57.807136235504984, 1.6278695069694389, 0.05486799, 46, 21.81435009451038, 88.33333333333333, 'Low Risk'),
(25591, 82, 15, '23:45.8', 36.513804084238544, 98.30489069734472, 138, 77, 76, 'Female', 76.32160684070303, 1.6456796616934182, 0.1426070480593674, 61, 28.181032541477368, 97.33333333333333, 'Low Risk'),
(25592, 74, 13, '22:45.8', 37.27916627997113, 97.68683903423359, 130, 81, 78, 'Male', 72.68551541884787, 1.646157725066219, 0.088711981, 49, 26.822853995793416, 97.33333333333333, 'Low Risk'),
(25593, 98, 15, '21:45.8', 37.33138939050707, 98.95125393644588, 132, 70, 77, 'Female', 97.13131368, 1.9576550996232156, 0.10485792426837419, 62, 25.344685262418352, 90.66666666666666, 'High Risk'),
(25594, 72, 15, '20:45.8', 37.273556320844264, 99.04397695165245, 133, 80, 29, 'Female', 66.28829646, 1.753176378197402, 0.13444001, 53, 21.566796345782144, 97.66666666666666, 'Low Risk'),
(25595, 75, 19, '19:45.8', 37.005892584052695, 96.98094971711937, 110, 72, 58, 'Male', 52.69866863843185, 1.9852458131328614, 0.10505341365360381, 38, 13.371220970445012, 84.66666666666667, 'High Risk'),
(25596, 82, 14, '18:45.8', 36.23412906901387, 95.97713611583883, 136, 77, 22, 'Male', 71.47882279874729, 1.5064843699016668, 0.13484582145884874, 59, 31.49547272039783, 96.66666666666666, 'High Risk'),
(25597, 63, 14, '17:45.8', 37.29548203860268, 95.89154913185327, 128, 75, 36, 'Male', 95.34629048677138, 1.5762743286140521, 0.10620943076113641, 53, 38.37427609587952, 92.66666666666666, 'High Risk'),
(25598, 78, 15, '16:45.8', 36.63847039168736, 95.14561247791669, 111, 75, 21, 'Female', 56.26605547337624, 1.9666773815805003, 0.062979385, 36, 14.547227272806778, 87, 'High Risk'),
(25599, 71, 15, '15:45.8', 36.24751782519529, 97.65094671071762, 129, 87, 32, 'Male', 85.67984238456624, 1.7639085904114737, 0.082065451, 42, 27.537626698461704, 101, 'Low Risk'),
(25600, 70, 18, '14:45.8', 36.53275470535842, 98.41087604242021, 130, 72, 63, 'Male', 83.84645465672148, 1.7276197507194633, 0.053524178, 58, 28.092370201834676, 91.33333333333333, 'Low Risk'),
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(25603, 97, 12, '11:45.8', 36.96850130354417, 99.95683689443266, 110, 89, 31, 'Male', 76.052489, 1.783848941379019, 0.071502415, 21, 23.899965938944742, 96, 'High Risk'),
(25604, 79, 15, '10:45.8', 37.41047144563392, 97.85471111108626, 138, 79, 56, 'Female', 57.18751921013158, 1.5203057278045058, 0.13671549409140307, 59, 24.74226156928169, 98.66666666666666, 'Low Risk'),
(25605, 88, 12, '09:45.8', 36.44417783250604, 98.11989706581888, 133, 83, 52, 'Female', 60.977007585444035, 1.5391336082618314, 0.12469498953883329, 50, 25.740291738184073, 99.66666666666666, 'Low Risk'),
(25606, 84, 12, '08:45.8', 36.22346846983668, 95.5853705, 126, 83, 56, 'Female', 94.11836839814241, 1.8501932649161257, 0.10517473896466337, 43, 27.49414371, 97.33333333333333, 'Low Risk'),
(25607, 81, 15, '07:45.8', 36.146667179799785, 97.46569650067882, 110, 84, 31, 'Male', 87.42368383582331, 1.7271229311631573, 0.061858846, 26, 29.30775834687118, 92.66666666666667, 'Low Risk'),
(25608, 62, 14, '06:45.8', 36.18524281863075, 97.72870128492792, 116, 87, 50, 'Female', 72.74981634229778, 1.8448547811422351, 0.069106076, 29, 21.375069185592213, 96.66666666666667, 'Low Risk'),
(25609, 67, 14, '05:45.8', 36.34048585219366, 95.14042123586154, 113, 77, 48, 'Female', 78.50726397586641, 1.5907821248607914, 0.10853811482059028, 36, 31.02333179055074, 89, 'High Risk'),
(25610, 65, 19, '04:45.8', 37.237214032447945, 97.84312128301067, 131, 86, 73, 'Female', 56.207126667516725, 1.9490902696752148, 0.067053284, 45, 14.79542612206425, 101, 'High Risk'),
(25611, 99, 18, '03:45.8', 36.63683819, 95.87250834513723, 121, 82, 32, 'Female', 72.74515092145786, 1.8186920561410753, 0.092404677, 39, 21.99306256, 95, 'High Risk'),
(25612, 68, 16, '02:45.8', 36.136320557130205, 97.90012507123714, 126, 70, 19, 'Female', 85.59711833220351, 1.541650892273516, 0.12338231403373134, 56, 36.015302508760016, 88.66666666666666, 'High Risk'),
(25613, 94, 12, '01:45.8', 37.44430262043933, 98.61635868569216, 115, 86, 33, 'Female', 61.78334583398169, 1.5314255503851868, 0.13431635401432018, 29, 26.343874350132793, 95.66666666666667, 'High Risk'),
(25614, 72, 17, '00:45.8', 37.050986282724416, 97.87515213, 122, 81, 55, 'Male', 64.32160810953135, 1.5552681612804902, 0.08878829, 41, 26.591713980461947, 94.66666666666667, 'Low Risk'),
(25615, 90, 14, '59:45.8', 37.016104854046816, 98.65033357035819, 136, 81, 18, 'Female', 87.74408679595777, 1.990398098078991, 0.14350770963178158, 55, 22.148175814705116, 99.33333333333333, 'Low Risk'),
(25616, 62, 17, '58:45.8', 36.83492755152707, 97.60419665496647, 139, 76, 85, 'Male', 58.675332584214054, 1.5885351869485183, 0.050187721, 63, 23.252083917889586, 97, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(25617, 78, 15, '57:45.8', 36.68931909194477, 99.65896718712737, 115, 73, 68, 'Female', 79.11837932799692, 1.637702049947226, 0.10378213997823524, 42, 29.49902060580176, 87, 'Low Risk'),
(25618, 77, 13, '56:45.8', 36.57096872955697, 98.05143910988012, 134, 82, 53, 'Female', 74.27760487169353, 1.5346763611864542, 0.1186687368220342, 52, 31.53728362266289, 99.33333333333333, 'High Risk'),
(25619, 67, 14, '55:45.8', 36.141672622612745, 97.74709578183446, 119, 86, 25, 'Male', 65.08372359645377, 1.538731581945927, 0.05694233, 33, 27.488222452602884, 97, 'Low Risk'),
(25620, 95, 16, '54:45.8', 37.28833227774706, 98.34626513466127, 114, 77, 81, 'Female', 90.23234383781426, 1.5576804564541913, 0.083739505, 37, 37.18822899006883, 89.33333333333333, 'High Risk'),
(25621, 72, 18, '53:45.8', 36.29430501842478, 96.76301164, 115, 75, 88, 'Female', 68.79901652, 1.6898695746242698, 0.06900231, 40, 24.092166539021306, 88.33333333333333, 'Low Risk'),
(25622, 80, 15, '52:45.8', 37.27327172133637, 97.05028464811262, 135, 89, 21, 'Male', 93.09564435737937, 1.6427429608294242, 0.12817410987302236, 46, 34.49769930625112, 104.33333333333333, 'High Risk'),
(25623, 61, 17, '51:45.8', 37.303806371749516, 97.38423089751528, 132, 77, 61, 'Female', 64.16893735411058, 1.9577308807100626, 0.063490662, 55, 16.74244437593617, 95.33333333333333, 'High Risk'),
(25624, 67, 12, '50:45.8', 36.74208524289769, 99.87283304518769, 133, 87, 88, 'Male', 52.42527423592032, 1.5094298726222153, 0.086147639, 46, 23.00990520545257, 102.33333333333333, 'Low Risk'),
(25625, 75, 18, '49:45.8', 36.12112834329419, 97.80474570380007, 122, 87, 30, 'Female', 68.02054690865518, 1.8264408568903971, 0.094163791, 35, 20.390547744953754, 98.66666666666667, 'Low Risk'),
(25626, 89, 18, '48:45.8', 36.259438215357925, 97.85734739939768, 114, 75, 29, 'Female', 97.50373335872395, 1.9003348316448934, 0.064327467, 39, 26.99982737523211, 88, 'Low Risk'),
(25627, 64, 12, '47:45.8', 36.629878095455815, 99.21313136, 121, 76, 74, 'Male', 69.97468676260864, 1.534110439910652, 0.053639580124838784, 45, 29.732245645295933, 91, 'Low Risk'),
(25628, 72, 14, '46:45.8', 36.071843649472854, 95.36672896625565, 130, 85, 72, 'Male', 89.96723088033718, 1.5626013337004707, 0.057837211, 45, 36.84579845060036, 100, 'High Risk'),
(25629, 67, 12, '45:45.8', 36.50792898113038, 97.38858054866266, 117, 88, 65, 'Female', 79.67725875130742, 1.674536434826174, 0.067935166, 29, 28.414837791242174, 97.66666666666667, 'Low Risk'),
(25630, 67, 15, '44:45.8', 37.12735818, 99.07333240365782, 123, 89, 83, 'Female', 95.48117810060185, 1.788078948687705, 0.069964002, 34, 29.863753248258114, 100.33333333333333, 'Low Risk'),
(25631, 72, 12, '43:45.8', 36.04500252210018, 97.14497297, 127, 79, 20, 'Male', 97.70557671153693, 1.9480341466745783, 0.059218363, 48, 25.74697563266518, 95, 'Low Risk'),
(25632, 64, 16, '42:45.8', 36.33796373064493, 99.38658876, 129, 86, 21, 'Male', 71.30160543458925, 1.6939890920197866, 0.078435356, 43, 24.84723626689384, 100.33333333333333, 'Low Risk'),
(25633, 70, 19, '41:45.8', 37.49860717917201, 96.37803382913545, 130, 72, 63, 'Female', 78.83152744549841, 1.7573216172212178, 0.10283763, 58, 25.526862479908743, 91.33333333333333, 'Low Risk'),
(25634, 91, 19, '40:45.8', 36.60461427828978, 98.50782726, 110, 79, 45, 'Male', 80.27574495459672, 1.6394376632364018, 0.056113735, 31, 29.86720125850465, 89.33333333333333, 'High Risk'),
(25635, 73, 18, '39:45.8', 36.070188832035825, 95.18591098468907, 121, 75, 32, 'Female', 77.54971556913108, 1.513511559230491, 0.055087707, 46, 33.85390139714206, 90.33333333333333, 'High Risk'),
(25636, 84, 17, '38:45.8', 37.42155993375822, 96.62609819549446, 135, 87, 76, 'Female', 87.15246843, 1.734211694802352, 0.12163166233653314, 48, 28.97847127, 103, 'Low Risk'),
(25637, 83, 16, '37:45.8', 36.817034939341184, 98.01329629596805, 136, 84, 65, 'Male', 75.54267951296396, 1.7108484638171002, 0.05465463, 52, 25.808888235221975, 101.33333333333333, 'Low Risk'),
(25638, 70, 18, '36:45.8', 36.15798481140583, 95.42859183795213, 137, 80, 31, 'Female', 75.29196586, 1.6359793951475907, 0.083758621, 57, 28.13150568901224, 99, 'Low Risk'),
(25639, 81, 12, '35:45.8', 37.309201647865606, 95.53411681012052, 139, 85, 76, 'Female', 84.54043047914485, 1.9818700282769153, 0.072329929, 54, 21.523560486399667, 103, 'Low Risk'),
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(25817, 67, 18, '37:45.8', 36.33628579062275, 96.70586491455653, 134, 71, 65, 'Male', 82.94404050515513, 1.539140974367525, 0.08515583, 63, 35.01292453497357, 92, 'High Risk'),
(25818, 82, 12, '36:45.8', 36.836615163754296, 98.05449793272228, 110, 86, 81, 'Male', 54.152299463748406, 1.6199446564176223, 0.070608783, 24, 20.635573705014785, 94, 'Low Risk'),
(25819, 85, 13, '35:45.8', 36.39151423280934, 99.05297162965218, 131, 89, 37, 'Male', 89.27788538917783, 1.8409747510421401, 0.10122194141773375, 42, 26.341968782557394, 103, 'Low Risk'),
(25820, 64, 14, '34:45.8', 36.148293424643654, 98.09382204118502, 124, 81, 83, 'Female', 56.58137521984041, 1.514599519034443, 0.075741392, 43, 24.66481541675734, 95.33333333333333, 'Low Risk'),
(25821, 76, 18, '33:45.8', 37.23154234675843, 95.8423159, 115, 87, 46, 'Female', 92.69140721, 1.9929475625917539, 0.10135794967957094, 28, 23.337145379563612, 96.33333333333333, 'Low Risk'),
(25822, 99, 17, '32:45.8', 37.460939923387095, 97.22796929051331, 130, 77, 44, 'Female', 97.59622083149895, 1.615547691715959, 0.05146637, 53, 37.393269088131255, 94.66666666666666, 'High Risk'),
(25823, 82, 16, '31:45.8', 36.588259967745266, 96.22946840539262, 125, 76, 57, 'Female', 74.34438057, 1.7289048892100016, 0.10771211706972472, 49, 24.871727015200847, 92.33333333333333, 'Low Risk'),
(25824, 61, 19, '30:45.8', 36.505468618631205, 98.57023822886863, 139, 74, 78, 'Female', 75.49723793969713, 1.660058006754519, 0.050993701, 65, 27.39583462449162, 95.66666666666666, 'Low Risk'),
(25825, 68, 14, '29:45.8', 36.548926283932104, 95.53927650251627, 136, 73, 25, 'Male', 54.37928363066432, 1.5911642509734536, 0.088741441, 63, 21.47847568, 94, 'Low Risk'),
(25826, 68, 15, '28:45.8', 37.19000565109723, 96.12531228582033, 139, 81, 88, 'Female', 87.67795076503165, 1.9675111316487892, 0.1131097834073433, 58, 22.649363116671875, 100.33333333333333, 'Low Risk'),
(25827, 67, 13, '27:45.8', 36.753267157603595, 97.98527397577791, 125, 80, 84, 'Female', 93.6667341, 1.5037690774046988, 0.12959653919357245, 45, 41.42123827210967, 95, 'High Risk'),
(25828, 88, 18, '26:45.8', 36.51867408849497, 96.84774229675276, 123, 71, 66, 'Male', 60.26005780338329, 1.919673146, 0.05154314, 52, 16.35215386018237, 88.33333333333333, 'High Risk'),
(25829, 98, 16, '25:45.8', 36.531357214918515, 98.98833449, 126, 88, 70, 'Male', 90.55600109322462, 1.6832757363688655, 0.070285144, 38, 31.959995494016866, 100.66666666666667, 'High Risk'),
(25830, 64, 18, '24:45.8', 36.898474611509066, 96.62331022265113, 132, 71, 71, 'Male', 63.019480579779156, 1.824644337576448, 0.080373576, 61, 18.92859468669807, 91.33333333333333, 'Low Risk'),
(25831, 80, 14, '23:45.8', 36.94420004639803, 98.47405786, 116, 82, 80, 'Female', 91.04599695861107, 1.7321914052628085, 0.137546355, 34, 30.343739200490177, 93.33333333333333, 'High Risk'),
(25832, 95, 19, '22:45.8', 36.84563933382792, 96.19429298219212, 123, 70, 84, 'Male', 52.34144674705025, 1.9525269199823923, 0.077013252, 53, 13.729403281186933, 87.66666666666666, 'High Risk'),
(25833, 67, 16, '21:45.8', 36.39441170307512, 99.09158101793048, 112, 80, 82, 'Male', 84.46773765955979, 1.5654883347694888, 0.11000585358866842, 32, 34.46602437165589, 90.66666666666667, 'High Risk'),
(25834, 73, 15, '20:45.8', 36.247256185784224, 98.36926383133131, 139, 87, 88, 'Female', 87.78618272484555, 1.804871894975315, 0.11487843049225342, 52, 26.94842575743707, 104.33333333333333, 'Low Risk'),
(25835, 79, 13, '19:45.8', 37.39754466625568, 99.37525577459604, 110, 71, 65, 'Female', 98.74525346208819, 1.7272925545733675, 0.071848985, 39, 33.09667969055467, 84, 'High Risk'),
(25836, 92, 15, '18:45.8', 36.67116185144907, 98.79388059609406, 132, 89, 88, 'Female', 65.22920710076633, 1.8711660032671364, 0.10398960471193372, 43, 18.630197670215082, 103.33333333333333, 'High Risk'),
(25837, 69, 15, '17:45.8', 36.38462432453463, 95.31363883942136, 126, 75, 87, 'Male', 85.38980090510006, 1.9299641551803104, 0.078415907, 51, 22.924903430508273, 92, 'Low Risk'),
(25838, 90, 13, '16:45.8', 36.909551535418764, 98.97964226100933, 113, 70, 40, 'Male', 84.55884946797796, 1.7793286079441297, 0.067043628, 43, 26.70833054466913, 84.33333333333333, 'Low Risk'),
(25839, 97, 14, '15:45.8', 37.46326235, 96.74914330887353, 128, 87, 75, 'Male', 92.94776460180006, 1.8611562666841495, 0.092452982, 41, 26.833249666574456, 100.66666666666667, 'High Risk'),
(25840, 73, 19, '14:45.8', 37.45872088973061, 97.21180311023953, 110, 75, 67, 'Male', 70.04034743675014, 1.974838119858797, 0.13533265240220238, 35, 17.95912975757706, 86.66666666666667, 'High Risk'),
(25841, 90, 18, '13:45.8', 36.373091782229245, 96.20062422260042, 136, 85, 70, 'Female', 61.600459173129195, 1.737567728201304, 0.12412599146342627, 51, 20.403302371551046, 102, 'Low Risk'),
(25842, 61, 14, '12:45.8', 36.73724790354878, 96.97345222851231, 137, 72, 66, 'Female', 79.75331681755384, 1.895400385201023, 0.10497515032980792, 65, 22.19968564010126, 93.66666666666666, 'Low Risk'),
(25843, 72, 13, '11:45.8', 36.46372278275986, 99.84032582228741, 125, 89, 63, 'Female', 69.37195999250949, 1.502155064323046, 0.083810978, 36, 30.743579571352576, 101, 'High Risk'),
(25844, 64, 14, '10:45.8', 37.286313799849474, 97.19083867092459, 137, 75, 23, 'Female', 54.09395906224647, 1.963517411, 0.11545501393721015, 62, 14.03069729309933, 95.66666666666666, 'High Risk'),
(25845, 85, 15, '09:45.8', 36.894476287187565, 97.16240527876256, 129, 86, 80, 'Female', 92.39075272670655, 1.9098017600829662, 0.10354857719982033, 43, 25.330976202350293, 100.33333333333333, 'Low Risk'),
(25846, 87, 12, '08:45.8', 36.309794850650846, 95.14192766018694, 115, 77, 63, 'Female', 51.46475626331773, 1.9633055837738267, 0.14768638238153334, 38, 13.35162471593151, 89.66666666666667, 'High Risk'),
(25847, 69, 18, '07:45.8', 36.63467215085761, 99.78046161940688, 120, 73, 89, 'Female', 54.52952968435966, 1.6107181311312537, 0.1012770004466144, 47, 21.018061437846868, 88.66666666666667, 'Low Risk'),
(25848, 68, 15, '06:45.8', 36.77254881, 98.58983668002266, 131, 86, 86, 'Female', 68.51340862025313, 1.906957768095536, 0.1340295878978525, 45, 18.84054339, 101, 'Low Risk'),
(25849, 95, 16, '05:45.8', 37.49859878, 99.11166746, 135, 89, 28, 'Male', 55.99301394951034, 1.9816971192203228, 0.10067997025115685, 46, 14.258022276122727, 104.33333333333333, 'High Risk'),
(25850, 84, 17, '04:45.8', 36.736252200031174, 99.04479431736127, 123, 87, 29, 'Male', 64.98555423134881, 1.6202078905542883, 0.13607103095017314, 36, 24.75570742781986, 99, 'Low Risk'),
(25851, 93, 15, '03:45.8', 36.636344562219094, 96.49717937706569, 123, 84, 68, 'Female', 91.65597704, 1.630855988, 0.10330839969167546, 39, 34.46113411677154, 97, 'High Risk'),
(25852, 69, 17, '02:45.8', 36.78331986617786, 98.41201325692914, 122, 73, 37, 'Female', 64.38112841597236, 1.763235950593749, 0.082583497, 49, 20.707979204343065, 89.33333333333333, 'Low Risk'),
(25853, 64, 19, '01:45.8', 37.11347619, 99.22467700440276, 133, 73, 73, 'Female', 76.17147619224673, 1.6551932139581995, 0.066553959, 60, 27.80321243, 93, 'Low Risk'),
(25854, 77, 13, '00:45.8', 36.82751020579679, 99.31284287928551, 120, 70, 55, 'Female', 71.02844590706097, 1.6345394559275297, 0.12703143753558122, 50, 26.585295726502686, 86.66666666666666, 'Low Risk'),
(25855, 62, 19, '59:45.8', 37.13918177120266, 98.83743260256472, 113, 76, 26, 'Female', 83.37533023176005, 1.5841469506558752, 0.089522979, 37, 33.22359589111855, 88.33333333333333, 'High Risk'),
(25856, 81, 18, '58:45.8', 36.14632186673798, 96.14369772481162, 131, 85, 24, 'Male', 82.41472011113241, 1.6918173678960615, 0.056368227, 46, 28.793723505703923, 100.33333333333333, 'Low Risk'),
(25857, 71, 13, '57:45.8', 36.955074450465354, 99.89731521981736, 135, 73, 61, 'Female', 63.799267622508964, 1.9389671549472118, 0.13907937834257994, 62, 16.969724373391355, 93.66666666666666, 'High Risk'),
(25858, 94, 12, '56:45.8', 36.96133417824022, 99.05332322, 117, 84, 36, 'Female', 89.82953029386566, 1.5542024439970656, 0.063773315, 33, 37.18809688207912, 95, 'High Risk'),
(25859, 88, 16, '55:45.8', 36.87213030439209, 96.01562434997825, 121, 86, 41, 'Male', 73.24936985490814, 1.5573536946543844, 0.13348932261339502, 35, 30.20156012139291, 97.66666666666667, 'High Risk'),
(25860, 89, 15, '54:45.8', 36.244157839933536, 95.35368495848363, 119, 85, 56, 'Male', 81.19709755, 1.532378390942215, 0.094866564, 34, 34.57868450486847, 96.33333333333333, 'High Risk'),
(25861, 95, 13, '53:45.8', 36.89254154860205, 95.91133188978677, 135, 85, 77, 'Male', 76.41457099225896, 1.906378578358198, 0.069342438, 50, 21.026059094630348, 101.66666666666666, 'High Risk'),
(25862, 80, 18, '52:45.8', 37.064442014543815, 99.32156949415345, 117, 89, 85, 'Male', 54.13090401509273, 1.8730505256262457, 0.064339655, 28, 15.429302539075657, 98.33333333333333, 'High Risk'),
(25863, 63, 16, '51:45.8', 37.36780568614536, 95.49867544103665, 132, 77, 33, 'Male', 72.48285850021664, 1.9151954465301628, 0.10919372118601192, 55, 19.76100878469769, 95.33333333333333, 'Low Risk'),
(25864, 90, 17, '50:45.8', 36.74220968367456, 97.02765828174476, 121, 77, 80, 'Male', 99.84930338146125, 1.6298451699752738, 0.10974067954010727, 44, 37.58827016632473, 91.66666666666667, 'High Risk'),
(25865, 88, 15, '49:45.8', 36.249393589893664, 95.56937558393139, 120, 76, 81, 'Male', 52.92115539860742, 1.9923645530869378, 0.1468403304421865, 44, 13.33188947150813, 90.66666666666667, 'High Risk'),
(25866, 97, 13, '48:45.8', 36.078745016998035, 95.30111010108486, 132, 75, 28, 'Female', 71.45831189, 1.711801893432599, 0.067405714, 57, 24.386290752613668, 94, 'High Risk'),
(25867, 86, 12, '47:45.8', 36.99368230998316, 97.64344416205105, 123, 87, 58, 'Female', 67.97456235412919, 1.5899825703031665, 0.1283805930987545, 36, 26.88819772276772, 99, 'Low Risk'),
(25868, 80, 15, '46:45.8', 37.27853269912458, 95.96194097300463, 115, 78, 19, 'Female', 94.83053232, 1.5002829482738251, 0.106676664, 37, 42.131007224543566, 90.33333333333333, 'High Risk'),
(25869, 95, 18, '45:45.8', 36.870953858706265, 98.43759396, 136, 72, 66, 'Female', 93.24005403767597, 1.8597319861108748, 0.093145783, 64, 26.958876868991567, 93.33333333333333, 'High Risk'),
(25870, 79, 18, '44:45.8', 37.07625722754992, 95.07689077359059, 112, 75, 81, 'Female', 64.09928942582859, 1.6527236548542594, 0.11167398374419944, 37, 23.466738243296486, 87.33333333333333, 'Low Risk'),
(25871, 89, 19, '43:45.8', 36.64109223257238, 98.62862025634368, 120, 81, 58, 'Male', 92.16781645, 1.7474650619923708, 0.11263486246089183, 39, 30.182992504133267, 94, 'High Risk'),
(25872, 94, 13, '42:45.8', 37.47231731214778, 95.45832724138954, 139, 72, 59, 'Male', 94.84246520190669, 1.875750826639769, 0.062013537, 67, 26.955819577722743, 94.33333333333333, 'High Risk'),
(25873, 90, 16, '41:45.8', 36.71454641320646, 97.27761614986403, 139, 87, 56, 'Male', 74.28807378228176, 1.526672547886998, 0.09529735, 52, 31.873320149986913, 104.33333333333333, 'High Risk'),
(25874, 88, 12, '40:45.8', 36.822731148892125, 98.22634661993182, 115, 73, 41, 'Male', 84.69119952375526, 1.8586832869787424, 0.078628871, 42, 24.514751561500304, 87, 'Low Risk'),
(25875, 75, 13, '39:45.8', 37.43922151819339, 97.38331048699267, 125, 83, 74, 'Male', 90.36772972543653, 1.9469610207204906, 0.09271301, 42, 23.83959418412103, 97, 'Low Risk'),
(25876, 96, 13, '38:45.8', 37.27361319103693, 99.34297762832489, 119, 89, 78, 'Male', 76.52743644591862, 1.8635669096639558, 0.1355761162076075, 30, 22.035716926106364, 99, 'High Risk'),
(25877, 70, 12, '37:45.8', 36.29796482488776, 97.93759626756791, 110, 78, 22, 'Male', 50.54324772350285, 1.7102873643332714, 0.11545151331651766, 32, 17.27925327043043, 88.66666666666667, 'High Risk'),
(25878, 65, 17, '36:45.8', 36.61335368512948, 99.67456741658097, 113, 73, 59, 'Male', 73.64383122162636, 1.6441882570421513, 0.060491126, 40, 27.24164253367012, 86.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(25879, 79, 16, '35:45.8', 36.7382305, 97.80139554412833, 125, 74, 30, 'Female', 66.58408237451708, 1.815281564265032, 0.090619414, 51, 20.20609659635055, 91, 'Low Risk'),
(25880, 62, 13, '34:45.8', 36.208216132043056, 99.65123907704574, 112, 89, 67, 'Female', 86.01916928229309, 1.6713644177206581, 0.1411013410932349, 23, 30.793066504384033, 96.66666666666667, 'High Risk'),
(25881, 66, 16, '33:45.8', 36.58558956709301, 95.62352995954382, 134, 77, 85, 'Male', 90.40755358963676, 1.9559921265720137, 0.055316634, 57, 23.630369515759142, 96, 'Low Risk'),
(25882, 60, 19, '32:45.8', 36.91551936607439, 99.14999348610546, 135, 77, 39, 'Female', 75.40237732481128, 1.8785077470111466, 0.11250984926188075, 58, 21.367762989319292, 96.33333333333333, 'Low Risk'),
(25883, 90, 17, '31:45.8', 37.02153587375458, 96.06686013736757, 134, 79, 64, 'Male', 74.44302054977804, 1.5128468575108527, 0.094113551, 55, 32.526254178470175, 97.33333333333333, 'High Risk'),
(25884, 64, 14, '30:45.8', 36.03188535869647, 96.01841344530564, 132, 74, 24, 'Male', 58.34004996018737, 1.8549396926720505, 0.09950291, 58, 16.95536751, 93.33333333333333, 'High Risk'),
(25885, 60, 18, '29:45.8', 36.71721192511487, 98.95923911869879, 138, 87, 21, 'Female', 56.09226198789219, 1.615179409, 0.091799653, 51, 21.50113644045364, 104, 'Low Risk'),
(25886, 82, 17, '28:45.8', 37.05525619578882, 99.72291108928938, 136, 70, 63, 'Male', 58.97725386066429, 1.5628857022082976, 0.053679453, 66, 24.145161272262868, 92, 'Low Risk'),
(25887, 83, 14, '27:45.8', 36.657370195658565, 99.04440404, 113, 83, 65, 'Female', 62.23769879911109, 1.6963931773408283, 0.11488220137240249, 30, 21.627209751454153, 93, 'Low Risk'),
(25888, 70, 17, '26:45.8', 37.47149199587254, 97.46611816670226, 118, 71, 82, 'Female', 52.37514989592568, 1.5765933057479018, 0.068551219, 47, 21.071037620612465, 86.66666666666667, 'Low Risk'),
(25889, 66, 14, '25:45.8', 36.75822678078362, 96.82870819997484, 115, 80, 89, 'Male', 65.79504603, 1.8166465336950988, 0.075782782, 35, 19.93665649129298, 91.66666666666667, 'Low Risk'),
(25890, 92, 14, '24:45.8', 36.99007209480146, 96.13149435869302, 120, 83, 84, 'Male', 75.10400900624539, 1.6559851591949393, 0.1185777987232139, 37, 27.387364336239635, 95.33333333333333, 'High Risk'),
(25891, 63, 18, '23:45.8', 37.20087984739334, 95.09521360603932, 135, 74, 20, 'Male', 50.23617105755005, 1.8402715385955835, 0.065379682, 61, 14.833809989572574, 94.33333333333333, 'High Risk'),
(25892, 96, 12, '22:45.8', 37.056483459765616, 97.05859381461082, 116, 89, 79, 'Female', 63.172010804433945, 1.5142838331048762, 0.13262744776124546, 27, 27.54927216328462, 98, 'High Risk'),
(25893, 93, 13, '21:45.8', 37.011090783210754, 95.3340106, 131, 88, 65, 'Male', 95.28998447202551, 1.6620139405794898, 0.083984477, 43, 34.49673017266597, 102.33333333333333, 'High Risk'),
(25894, 92, 19, '20:45.8', 36.06627279151821, 96.53802409850269, 122, 71, 66, 'Male', 88.14289006396851, 1.575690984360562, 0.12078589569930635, 51, 35.50137598, 88, 'High Risk'),
(25895, 66, 14, '19:45.8', 36.258145986495656, 96.68053575126032, 117, 71, 52, 'Female', 52.33008789430909, 1.8327366062277144, 0.11240191099655311, 46, 15.579422513152261, 86.33333333333333, 'High Risk'),
(25896, 65, 14, '18:45.8', 36.78235925016855, 95.56516708427998, 131, 87, 67, 'Female', 92.66598016053662, 1.7178406197388254, 0.11113758323968459, 44, 31.401803255034928, 101.66666666666667, 'High Risk'),
(25897, 97, 17, '17:45.8', 37.380845608830484, 97.46760177222983, 112, 77, 25, 'Male', 73.48094436922293, 1.8694159496587675, 0.11846846265523094, 35, 21.02629928148692, 88.66666666666667, 'High Risk'),
(25898, 75, 18, '16:45.8', 36.35887184, 97.98830446611322, 113, 78, 32, 'Female', 83.45451998940943, 1.6112976948223285, 0.11016776613497806, 35, 32.14387954648034, 89.66666666666667, 'High Risk'),
(25899, 95, 19, '15:45.8', 36.380329606075584, 97.60290985469818, 131, 70, 47, 'Male', 62.29486903, 1.816318572166427, 0.083949077, 61, 18.88287984659913, 90.33333333333333, 'High Risk'),
(25900, 85, 18, '14:45.8', 36.28382781882434, 97.51809839546968, 126, 72, 75, 'Male', 73.18799691218398, 1.585596915574426, 0.10472231650219743, 54, 29.11080910966601, 90, 'Low Risk'),
(25901, 79, 17, '13:45.8', 36.86683588268317, 99.33109124307701, 138, 87, 53, 'Female', 83.20861535173927, 1.9403106605251845, 0.071220341, 51, 22.10170386, 104, 'Low Risk'),
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(26080, 85, 17, '14:45.8', 36.37666981643871, 98.69091283524659, 127, 81, 23, 'Male', 51.79663293459738, 1.7513361698777414, 0.1389361343059411, 46, 16.887388511102497, 96.33333333333333, 'High Risk'),
(26081, 61, 15, '13:45.8', 36.81762999770907, 98.54450252, 111, 75, 40, 'Female', 87.63706879802285, 1.898845108992453, 0.056979344504012666, 36, 24.305735231267366, 87, 'Low Risk'),
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(26083, 82, 19, '11:45.8', 36.93629334717265, 97.58750841650458, 116, 85, 44, 'Female', 75.21861765391407, 1.9552608130471232, 0.11505160377207592, 31, 19.675055005487977, 95.33333333333333, 'Low Risk'),
(26084, 61, 14, '10:45.8', 37.10751098320741, 98.60923168020285, 135, 89, 58, 'Female', 58.21309701939208, 1.8214493988993028, 0.11225483811633467, 46, 17.54633769470665, 104.33333333333333, 'High Risk'),
(26085, 73, 17, '09:45.8', 36.30723517641402, 95.86066749844282, 113, 71, 36, 'Male', 91.45991421042582, 1.5576661795782882, 0.076387803, 42, 37.69484906470598, 85, 'High Risk'),
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(26091, 67, 19, '03:45.8', 36.83584198361623, 99.69924723068426, 127, 87, 29, 'Male', 77.74980724915825, 1.7875203764870453, 0.073880604, 40, 24.333093153733046, 100.33333333333333, 'Low Risk'),
(26092, 69, 15, '02:45.8', 37.383692504207616, 99.26239054862657, 113, 85, 55, 'Female', 51.62494426261996, 1.5751955232908754, 0.125598809, 28, 20.806098876255014, 94.33333333333333, 'Low Risk'),
(26093, 69, 18, '01:45.8', 37.25383655098822, 97.94543319623705, 121, 87, 79, 'Male', 64.00173631102894, 1.7602112990815846, 0.062115665, 34, 20.65675731379528, 98.33333333333333, 'Low Risk'),
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(26095, 87, 17, '59:45.8', 36.52182491599674, 95.81787992759008, 132, 84, 30, 'Female', 75.34111790152065, 1.5123211894680015, 0.090501413, 48, 32.941546612208185, 100, 'High Risk'),
(26096, 84, 17, '58:45.8', 37.362623831949854, 98.96903203226186, 116, 87, 76, 'Female', 64.16065268, 1.5255042337769107, 0.12470654911529234, 29, 27.57032836495398, 96.66666666666667, 'Low Risk'),
(26097, 94, 18, '57:45.8', 36.423613121205015, 97.439123, 128, 72, 22, 'Male', 85.69576743187294, 1.6443363995385627, 0.1373164330602887, 56, 31.694071346019534, 90.66666666666666, 'High Risk'),
(26098, 84, 18, '56:45.8', 36.78938162669683, 99.70050161, 138, 82, 56, 'Male', 50.80082156711035, 1.9203179279743041, 0.11859554530751627, 56, 13.776042150667662, 100.66666666666666, 'High Risk'),
(26099, 75, 12, '55:45.8', 36.68487786504064, 97.51871702, 129, 74, 39, 'Male', 75.57505797253404, 1.9537298680105835, 0.1342732985810084, 55, 19.79928272259729, 92.33333333333333, 'Low Risk'),
(26100, 62, 13, '54:45.8', 37.37123773877061, 97.32949207433234, 114, 86, 23, 'Male', 50.74108069883276, 1.5241000982863981, 0.13053115902453843, 28, 21.844028301407324, 95.33333333333333, 'Low Risk'),
(26101, 64, 15, '53:45.8', 36.90625357716416, 99.22872810240641, 120, 81, 41, 'Male', 58.07605364, 1.6955469890079755, 0.067251087, 39, 20.20121253101752, 94, 'Low Risk'),
(26102, 67, 19, '52:45.8', 36.88315758080275, 96.76681995026128, 119, 75, 46, 'Male', 91.36315809273131, 1.6977927751191624, 0.058047862871109336, 44, 31.695801684057876, 89.66666666666667, 'High Risk'),
(26103, 85, 16, '51:45.8', 36.38924120869078, 96.47552484036994, 120, 78, 31, 'Female', 86.16395442443016, 1.6736412049388214, 0.099524593, 42, 30.76103211356299, 92, 'High Risk'),
(26104, 74, 15, '50:45.8', 36.02468346389567, 97.97882820396048, 139, 84, 57, 'Male', 51.03222401850274, 1.7788017680187744, 0.13040326855344142, 55, 16.12832962131091, 102.33333333333333, 'High Risk'),
(26105, 89, 13, '49:45.8', 36.94919074885466, 96.48047320756302, 127, 74, 63, 'Female', 75.42686310556425, 1.581584618406193, 0.13941838195511205, 53, 30.153739676730364, 91.66666666666666, 'High Risk'),
(26106, 81, 12, '48:45.8', 36.36701118341954, 95.22484230154244, 112, 88, 34, 'Male', 79.85427435870204, 1.5080160869096038, 0.14701443122727598, 24, 35.11447815944144, 96, 'High Risk'),
(26107, 72, 13, '47:45.8', 36.06882317009031, 95.73060771846986, 113, 73, 31, 'Male', 79.28467280027219, 1.8741817707396025, 0.063315482, 40, 22.57178055990332, 86.33333333333333, 'Low Risk'),
(26108, 78, 19, '46:45.8', 37.048900568509204, 99.27941821270234, 131, 81, 69, 'Female', 51.31773641117224, 1.770266934174805, 0.091987916, 50, 16.375326830971673, 97.66666666666666, 'High Risk'),
(26109, 71, 19, '45:45.8', 36.33020577238362, 97.64350135697043, 118, 82, 30, 'Female', 96.82368247160917, 1.5409075598373239, 0.071920805, 36, 40.77823499914729, 94, 'High Risk'),
(26110, 97, 17, '44:45.8', 36.96422081374698, 97.01556224130053, 111, 73, 21, 'Female', 83.48029170427154, 1.9293427569148907, 0.12219722460893849, 38, 22.42669000353986, 85.66666666666667, 'High Risk'),
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(26113, 75, 19, '41:45.8', 36.012819045982305, 98.71347415161614, 118, 82, 38, 'Male', 81.93760315, 1.9929943140468556, 0.1120863440820136, 36, 20.628665628061785, 94, 'Low Risk'),
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(26115, 87, 12, '39:45.8', 37.438431310297666, 95.19077977349819, 125, 76, 87, 'Female', 71.66374499, 1.6373089085844545, 0.11934868426221754, 49, 26.732418415042563, 92.33333333333333, 'Low Risk'),
(26116, 73, 16, '38:45.8', 36.38231708107234, 97.9326821, 111, 81, 67, 'Male', 69.99286959613335, 1.507359627133171, 0.097964072, 30, 30.804916875098932, 91, 'High Risk'),
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(26120, 69, 18, '34:45.8', 36.26186596, 98.24752218492014, 138, 84, 80, 'Male', 93.29145605793325, 1.8225237461896047, 0.056603157, 54, 28.086361430445358, 102, 'Low Risk'),
(26121, 99, 16, '33:45.8', 37.31632958915783, 95.17433669866595, 134, 76, 43, 'Female', 85.84210675, 1.9476008993153333, 0.060970538, 58, 22.630827525223925, 95.33333333333333, 'High Risk'),
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(26127, 95, 18, '27:45.8', 37.21775397489703, 96.60554986309117, 127, 84, 58, 'Female', 88.76834220349052, 1.583491836989455, 0.091974234, 43, 35.401890258129306, 98.33333333333333, 'High Risk'),
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(26129, 71, 16, '25:45.8', 37.098113481282915, 98.73830235508301, 112, 88, 44, 'Male', 54.66972703472437, 1.828333576662728, 0.11448725992865183, 24, 16.354453468323126, 96, 'High Risk'),
(26130, 94, 17, '24:45.8', 36.55488460011421, 99.47040153658325, 126, 75, 25, 'Male', 98.87949976291833, 1.734701114163633, 0.12069076694523463, 51, 32.85919697466284, 92, 'High Risk'),
(26131, 83, 13, '23:45.8', 37.18581638445767, 98.31842174, 120, 83, 28, 'Female', 95.53635487, 1.593876688802092, 0.069407512, 37, 37.60618076014478, 95.33333333333333, 'High Risk'),
(26132, 99, 16, '22:45.8', 36.98585035351374, 99.64031585338854, 116, 86, 26, 'Male', 64.60107895432476, 1.9362501240209102, 0.1040155334229041, 30, 17.231252814489327, 96, 'High Risk'),
(26133, 77, 12, '21:45.8', 37.09525852894302, 96.86182271168342, 125, 80, 47, 'Female', 60.12360216172187, 1.6392871662004649, 0.052642957, 45, 22.373550816933584, 95, 'Low Risk'),
(26134, 81, 18, '20:45.8', 36.50642089851631, 98.38274513016077, 115, 70, 61, 'Male', 52.28312649817579, 1.6706075929098505, 0.078369577, 45, 18.73322926971951, 85, 'Low Risk'),
(26135, 86, 19, '19:45.8', 36.26026248850493, 97.97702253, 115, 72, 82, 'Male', 80.91207736, 1.8988633126312773, 0.12238279737506133, 43, 22.440159740948886, 86.33333333333333, 'Low Risk'),
(26136, 71, 18, '18:45.8', 36.591166893892684, 95.60115167202026, 128, 83, 80, 'Male', 83.64725446997808, 1.8628268636566754, 0.10346797407256328, 45, 24.104976163070017, 98, 'Low Risk'),
(26137, 94, 13, '17:45.8', 36.47392990304591, 95.31071227940515, 130, 87, 24, 'Female', 97.47275221, 1.9160490395940473, 0.078285079, 43, 26.550333968751048, 101.33333333333333, 'High Risk'),
(26138, 62, 13, '16:45.8', 37.42207591499226, 99.46268950037944, 134, 89, 39, 'Female', 59.049610994496966, 1.5077244452371634, 0.058650500525154685, 45, 25.976048615630113, 104, 'Low Risk'),
(26139, 69, 16, '15:45.8', 37.49003931476551, 97.84864697, 135, 73, 88, 'Male', 59.89901162764784, 1.886219717890517, 0.058924053, 62, 16.835851844337814, 93.66666666666666, 'High Risk'),
(26140, 96, 16, '14:45.8', 36.44006714842508, 98.31972013454404, 116, 85, 65, 'Male', 58.88550483963835, 1.8065483499559047, 0.11049066241369696, 31, 18.043019725990202, 95.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(26142, 69, 13, '12:45.8', 37.412141096807176, 97.29266748796621, 116, 84, 68, 'Female', 98.89871592061256, 1.5377206726624553, 0.1264933894984417, 32, 41.82498048399716, 94.66666666666667, 'High Risk'),
(26143, 71, 17, '11:45.8', 36.58370287506183, 97.19138003039366, 125, 76, 39, 'Female', 61.85383492301783, 1.5506319124335273, 0.1338040297437579, 49, 25.724633478470636, 92.33333333333333, 'Low Risk'),
(26144, 80, 12, '10:45.8', 36.831319097057815, 97.14094005586047, 138, 70, 89, 'Female', 93.02181141720064, 1.7813992967896823, 0.12426136228642305, 68, 29.31313304803392, 92.66666666666666, 'Low Risk'),
(26145, 65, 18, '09:45.8', 37.291909458970224, 98.92333712328893, 122, 82, 61, 'Female', 64.22563610400884, 1.8708976172811622, 0.050245841, 40, 18.348829727006795, 95.33333333333333, 'High Risk'),
(26146, 96, 17, '08:45.8', 37.05326250195301, 97.51484633492187, 115, 80, 36, 'Male', 69.90090725901553, 1.6744617798209693, 0.10635218998610244, 35, 24.930577252937415, 91.66666666666667, 'High Risk'),
(26147, 79, 14, '07:45.8', 37.24057902857779, 98.23619704411178, 118, 70, 40, 'Female', 56.692520789885144, 1.740110276206126, 0.10270870462479234, 48, 18.722861492421664, 86, 'Low Risk'),
(26148, 67, 12, '06:45.8', 36.33553003041205, 98.48299322490878, 136, 85, 19, 'Female', 54.47207412640509, 1.6162274165256512, 0.073375108, 51, 20.85302063861127, 102, 'Low Risk'),
(26149, 95, 19, '05:45.8', 36.30697947519995, 99.5049141, 122, 75, 53, 'Female', 65.38632684, 1.7572211672949003, 0.12994858809445314, 47, 21.175520236362193, 90.66666666666667, 'High Risk'),
(26150, 66, 17, '04:45.8', 36.98807807932125, 96.87899693811752, 126, 83, 86, 'Male', 51.03768762792704, 1.885938066743493, 0.090238202, 43, 14.34947910734066, 97.33333333333333, 'High Risk'),
(26151, 93, 16, '03:45.8', 37.28807715677467, 98.37946658385418, 132, 79, 68, 'Female', 77.71107904069571, 1.8448738813366465, 0.14328109697088767, 53, 22.832295392211613, 96.66666666666666, 'High Risk'),
(26152, 84, 19, '02:45.8', 36.54861603, 95.22236094, 137, 88, 33, 'Female', 52.40227935017804, 1.6582782312810678, 0.093484536, 49, 19.056159476001508, 104.33333333333333, 'Low Risk'),
(26153, 63, 12, '01:45.8', 36.12501739984367, 97.90777872297885, 131, 75, 86, 'Male', 58.12110188597412, 1.5884998232233638, 0.051149325, 56, 23.03347679324441, 93.66666666666666, 'Low Risk'),
(26154, 85, 19, '00:45.8', 36.64815759509626, 98.94146248575403, 134, 74, 74, 'Male', 72.80288898958517, 1.5506570281409426, 0.11327499484328092, 60, 30.277297609141122, 94, 'High Risk'),
(26155, 77, 13, '59:45.8', 37.13652527, 98.24570936, 130, 83, 76, 'Female', 66.0328401, 1.6959920702788711, 0.09499852, 47, 22.95685240923685, 98.66666666666667, 'Low Risk'),
(26156, 72, 12, '58:45.8', 37.420329810415645, 97.94581825568955, 134, 89, 26, 'Male', 79.58423452, 1.5261387731823919, 0.13180900121165107, 45, 34.169528883386725, 104, 'High Risk'),
(26157, 71, 14, '57:45.8', 36.31072769, 96.90718237580406, 125, 85, 62, 'Female', 86.79665618244525, 1.6207608774906366, 0.10589612649340166, 40, 33.04190699630865, 98.33333333333333, 'High Risk'),
(26158, 68, 14, '56:45.8', 36.55269822246095, 96.90492241605335, 135, 77, 55, 'Female', 64.62637402337289, 1.8509893404114783, 0.071804352, 58, 18.86261733447635, 96.33333333333333, 'Low Risk'),
(26159, 89, 19, '55:45.8', 36.97940234462691, 99.99370768888042, 132, 77, 21, 'Female', 82.81501293, 1.9977361812322068, 0.11957601320057593, 55, 20.750702476730734, 95.33333333333333, 'Low Risk'),
(26160, 84, 15, '54:45.8', 36.726598898618796, 99.44762610666066, 134, 82, 51, 'Male', 65.0466766, 1.8399722604397477, 0.092901845, 52, 19.213326415461314, 99.33333333333333, 'Low Risk'),
(26161, 88, 16, '53:45.8', 37.29874167424998, 98.26845776159941, 131, 83, 33, 'Male', 96.29025126176009, 1.9009750475003655, 0.14238522958886013, 48, 26.645844395011267, 99, 'Low Risk'),
(26162, 92, 19, '52:45.8', 36.59371713285759, 98.13352911971964, 131, 89, 55, 'Male', 59.41054102077132, 1.9657653919663256, 0.084788142, 42, 15.374469438358021, 103, 'High Risk'),
(26163, 79, 19, '51:45.8', 37.11838587425302, 95.27881149904006, 122, 86, 23, 'Female', 50.15522609681387, 1.556100512222494, 0.05974183, 36, 20.71289965374487, 98, 'Low Risk'),
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(26340, 90, 17, '54:45.8', 36.11495148288906, 95.52133156783198, 125, 83, 25, 'Female', 74.68249389088814, 1.625095754341962, 0.092602321, 42, 28.27879506745944, 97, 'Low Risk'),
(26341, 73, 17, '53:45.8', 36.707777324972135, 98.06816051755118, 128, 84, 40, 'Female', 74.41121648263663, 1.6944584624303631, 0.13138318579358688, 44, 25.916511946562053, 98.66666666666667, 'Low Risk'),
(26342, 64, 12, '52:45.8', 37.30027973104926, 96.15709483, 120, 80, 25, 'Female', 74.40176658746333, 1.6034081346306754, 0.1452013245311543, 40, 28.939770473565964, 93.33333333333333, 'Low Risk'),
(26343, 62, 14, '51:45.8', 37.389485122247194, 96.00080725172367, 124, 73, 60, 'Female', 67.03142831990448, 1.6201355622127407, 0.10783344406714149, 51, 25.537346173350198, 90, 'Low Risk'),
(26344, 82, 16, '50:45.8', 36.33404827415218, 97.12545658490266, 111, 84, 32, 'Female', 96.18986331173204, 1.5810785604441424, 0.13064299379674438, 27, 38.47887873436803, 93, 'High Risk'),
(26345, 82, 17, '49:45.8', 36.201476854205104, 99.16266414497329, 120, 71, 82, 'Female', 80.19099334056943, 1.6605721417289612, 0.11437515921916182, 49, 29.08105097189699, 87.33333333333333, 'Low Risk'),
(26346, 71, 12, '48:45.8', 37.45654891773664, 97.46742519242629, 128, 88, 47, 'Male', 98.41832819205419, 1.6740147170201458, 0.13200346599296994, 40, 35.12023716423046, 101.33333333333333, 'High Risk'),
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(26352, 92, 16, '42:45.8', 37.00986075, 98.36135509897582, 127, 77, 81, 'Female', 91.27989324, 1.5434472281027558, 0.065325911, 50, 38.31700478324096, 93.66666666666666, 'High Risk'),
(26353, 84, 12, '41:45.8', 36.89057399796036, 96.19787932098862, 129, 87, 37, 'Female', 89.86875581967851, 1.861840464477988, 0.079482097, 42, 25.92530052906683, 101, 'Low Risk'),
(26354, 86, 13, '40:45.8', 36.63397334098702, 97.53214629179894, 122, 84, 36, 'Male', 50.18663462546839, 1.6344225197262743, 0.1166597146840717, 38, 18.78708494, 96.66666666666667, 'Low Risk'),
(26355, 83, 13, '39:45.8', 36.83156904130218, 99.11276193989877, 139, 72, 44, 'Female', 73.93947487567644, 1.7118275680034727, 0.077616419, 67, 25.23227036696713, 94.33333333333333, 'Low Risk'),
(26356, 78, 15, '38:45.8', 36.272833486726036, 95.97883092533515, 135, 79, 69, 'Female', 64.64829151173834, 1.932539199689908, 0.12653245174142047, 56, 17.31013393682666, 97.66666666666666, 'High Risk'),
(26357, 63, 15, '37:45.8', 36.85124326, 98.83640689, 133, 80, 76, 'Male', 76.89847092055919, 1.8199475651730999, 0.069335152, 53, 23.216671312317935, 97.66666666666666, 'Low Risk'),
(26358, 84, 15, '36:45.8', 37.36160041965367, 95.83946723522669, 121, 75, 53, 'Male', 64.64506006271885, 1.6661873376216523, 0.057347655592050975, 46, 23.28561346160836, 90.33333333333333, 'Low Risk'),
(26359, 78, 12, '35:45.8', 36.739375644492775, 97.41026922971518, 114, 78, 67, 'Male', 62.10696697163573, 1.744720396769575, 0.13926297094146128, 36, 20.402747001666643, 90, 'Low Risk'),
(26360, 85, 19, '34:45.8', 37.25715935065147, 98.40946793891925, 127, 74, 83, 'Female', 71.67517807308445, 1.9845846753455103, 0.090753753, 53, 18.198245254593083, 91.66666666666666, 'High Risk'),
(26361, 91, 15, '33:45.8', 37.061731561801594, 98.28368211821503, 115, 86, 47, 'Female', 59.89077570330251, 1.8813689622494272, 0.085559799, 29, 16.920453083438172, 95.66666666666667, 'High Risk'),
(26362, 72, 14, '32:45.8', 37.063838191997824, 96.12633590966185, 119, 83, 41, 'Female', 60.23087280206706, 1.6364798914431642, 0.11180667490400006, 36, 22.490432654209645, 95, 'Low Risk'),
(26363, 91, 18, '31:45.8', 37.47173035446601, 95.24222846556665, 132, 82, 41, 'Male', 68.65368342548558, 1.6848537584631134, 0.071700062, 50, 24.18462852, 98.66666666666666, 'High Risk'),
(26364, 92, 14, '30:45.8', 36.51877247008379, 98.18775856, 135, 76, 82, 'Female', 92.48088185270029, 1.5079808193022917, 0.084640629, 59, 40.66870346697639, 95.66666666666666, 'High Risk'),
(26365, 68, 12, '29:45.8', 36.24279245534883, 99.33030220108948, 114, 77, 86, 'Male', 59.02052214396632, 1.912544868648804, 0.110404581, 37, 16.13540171036704, 89.33333333333333, 'High Risk'),
(26366, 67, 18, '28:45.8', 36.67748295497645, 95.91338526314267, 134, 76, 47, 'Female', 85.74256207134073, 1.8692697771391893, 0.062466516, 58, 24.538752936302743, 95.33333333333333, 'Low Risk'),
(26367, 86, 17, '27:45.8', 36.21653711400094, 95.38670198691838, 113, 77, 38, 'Female', 88.80942611, 1.9877977081554274, 0.084556865, 36, 22.475775867095237, 89, 'Low Risk'),
(26368, 74, 18, '26:45.8', 36.82873927028049, 97.06750991549013, 121, 84, 68, 'Male', 73.47947880680697, 1.6900991304736506, 0.09093498, 37, 25.724190112787248, 96.33333333333333, 'Low Risk'),
(26369, 90, 17, '25:45.8', 36.81342546830795, 95.24233435295297, 110, 76, 83, 'Female', 56.47962850028135, 1.5835962201804346, 0.082855988, 34, 22.521790716523377, 87.33333333333333, 'Low Risk'),
(26370, 70, 17, '24:45.8', 37.405639841460136, 96.20410984662334, 132, 76, 86, 'Female', 84.72200542810461, 1.5340079817125887, 0.1131800755534962, 56, 36.00319051668904, 94.66666666666666, 'High Risk'),
(26371, 71, 13, '23:45.8', 36.85609773040002, 99.04157566702112, 120, 71, 73, 'Female', 95.28499217595068, 1.7535893893619676, 0.070069363, 49, 30.986226041726937, 87.33333333333333, 'High Risk'),
(26372, 68, 16, '22:45.8', 37.13413889687383, 97.19837291059892, 111, 87, 74, 'Female', 53.39416553197738, 1.5558514553082905, 0.089211656, 24, 22.05756373003686, 95, 'Low Risk'),
(26373, 77, 17, '21:45.8', 36.57254978, 97.98735038920594, 123, 89, 59, 'Female', 58.13616549971819, 1.6056697693439999, 0.11701748815140074, 34, 22.549344515174177, 100.33333333333333, 'Low Risk'),
(26374, 93, 12, '20:45.8', 37.38304895855199, 99.43845418204764, 119, 88, 46, 'Male', 99.45796893943707, 1.6567446624067848, 0.093349925, 31, 36.23501337531335, 98.33333333333333, 'High Risk'),
(26375, 95, 12, '19:45.8', 36.39439037050869, 98.00524325812694, 110, 81, 24, 'Male', 82.32637759358619, 1.6378347821757664, 0.1303041983838707, 29, 30.69013698721631, 90.66666666666667, 'High Risk'),
(26376, 92, 19, '18:45.8', 36.520167736351965, 97.76171928621335, 118, 75, 42, 'Male', 57.403241741762855, 1.5888157356116324, 0.1168488721010183, 43, 22.739942082533993, 89.33333333333333, 'High Risk'),
(26377, 70, 13, '17:45.8', 37.055082644864314, 96.44923625988865, 129, 79, 25, 'Female', 76.73354830828794, 1.5868846863784576, 0.051246775, 50, 30.47154977923016, 95.66666666666666, 'High Risk'),
(26378, 74, 18, '16:45.8', 36.172916715031164, 95.2711122, 136, 88, 50, 'Female', 62.60404200545587, 1.9049050180438565, 0.052783199604364686, 48, 17.252646443361716, 104, 'High Risk'),
(26379, 64, 15, '15:45.8', 37.440042133077945, 96.86084515885807, 133, 72, 38, 'Female', 61.842565864138756, 1.5968743650348722, 0.051816184, 61, 24.251913023520522, 92.33333333333333, 'Low Risk'),
(26380, 60, 16, '14:45.8', 37.097550925449006, 96.58119823185415, 116, 72, 41, 'Female', 99.85614815602665, 1.8777295231508555, 0.11748336467607992, 44, 28.321010192338864, 86.66666666666667, 'Low Risk'),
(26381, 97, 16, '13:45.8', 37.126570608090844, 99.03777721, 114, 75, 87, 'Male', 69.79504750082967, 1.8293378566937346, 0.1327134937268789, 39, 20.85627590668285, 88, 'High Risk'),
(26382, 94, 14, '12:45.8', 36.45741559769304, 97.50682922159527, 127, 70, 32, 'Male', 73.31487349, 1.6076708974631773, 0.082153178, 57, 28.36597979968107, 89, 'High Risk'),
(26383, 80, 19, '11:45.8', 36.64684008269061, 98.70577620123322, 121, 81, 73, 'Male', 57.23364223787421, 1.5358787452857356, 0.066375888, 40, 24.26261035903557, 94.33333333333333, 'Low Risk'),
(26384, 65, 19, '10:45.8', 36.136941557213085, 95.60330681505478, 133, 84, 19, 'Female', 63.00732338048185, 1.8479971663547021, 0.14585841552148854, 49, 18.44966261831953, 100.33333333333333, 'High Risk'),
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(26387, 66, 16, '07:45.8', 37.42267652610532, 95.86321392294462, 121, 80, 77, 'Female', 99.44072126828266, 1.8541502341292062, 0.071551637, 41, 28.92507042702277, 93.66666666666667, 'Low Risk'),
(26388, 63, 19, '06:45.8', 37.08291732146635, 99.65997630445578, 130, 74, 36, 'Male', 50.74033681588675, 1.6513286819968045, 0.12324239662906718, 56, 18.607425860659763, 92.66666666666666, 'Low Risk'),
(26389, 73, 18, '05:45.8', 37.05835123193368, 95.08699802190313, 119, 87, 44, 'Male', 98.01005875468397, 1.5366321179108324, 0.12345882213168896, 32, 41.507907175000724, 97.66666666666667, 'High Risk'),
(26390, 73, 18, '04:45.8', 36.85319490327265, 99.62154285482664, 138, 73, 63, 'Female', 57.36073654, 1.5669371516902344, 0.14374383718772366, 65, 23.362083069021015, 94.66666666666666, 'Low Risk'),
(26391, 67, 16, '03:45.8', 37.38010478784549, 96.98416003656737, 128, 82, 28, 'Female', 59.692799649210656, 1.5755119512698417, 0.069820846, 46, 24.047976804535875, 97.33333333333333, 'Low Risk'),
(26392, 86, 14, '02:45.8', 37.03368627549262, 96.39078625588951, 135, 78, 72, 'Female', 62.738734397993525, 1.5119598297366514, 0.1270846295759664, 57, 27.44449525943085, 97, 'Low Risk'),
(26393, 92, 13, '01:45.8', 36.42722107488202, 95.67343215636157, 120, 71, 75, 'Female', 79.63842111233318, 1.9033123823438771, 0.051332144, 49, 21.98378637858726, 87.33333333333333, 'High Risk'),
(26394, 98, 19, '00:45.8', 36.626341071124884, 98.88631127, 115, 80, 25, 'Male', 83.62781014, 1.9735068914807417, 0.14224094239865706, 35, 21.47204605617785, 91.66666666666667, 'High Risk'),
(26395, 86, 19, '59:45.8', 36.05346860078147, 99.62424041610134, 135, 78, 58, 'Male', 58.212867579971274, 1.675660541345887, 0.14052204479296732, 57, 20.73227244611709, 97, 'Low Risk'),
(26396, 72, 17, '58:45.8', 36.16794853896005, 96.01945948376755, 120, 88, 38, 'Female', 69.11188982159162, 1.8247765521105186, 0.07470125, 32, 20.75550884976675, 98.66666666666667, 'Low Risk'),
(26397, 83, 19, '57:45.8', 37.475760746723104, 98.37241695864314, 131, 82, 31, 'Female', 91.22125506513498, 1.5597423262928871, 0.12060728524291374, 49, 37.49646513701387, 98.33333333333333, 'High Risk'),
(26398, 62, 17, '56:45.8', 36.748371677290784, 99.79387334280648, 121, 70, 29, 'Female', 90.30239433, 1.958399594, 0.059196249, 51, 23.544888858152163, 87, 'Low Risk'),
(26399, 79, 14, '55:45.8', 36.608784311222166, 98.03055571, 111, 74, 71, 'Male', 61.36299789968368, 1.827492831859142, 0.1010946516070719, 37, 18.373640076257157, 86.33333333333333, 'High Risk'),
(26400, 79, 16, '54:45.8', 36.72223403474855, 97.29572528507889, 120, 70, 33, 'Male', 90.95439417206973, 1.545096652892313, 0.10722161865093008, 50, 38.09889519286892, 86.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(26401, 87, 19, '53:45.8', 36.408099310068145, 95.37041393909398, 129, 73, 31, 'Female', 97.50896067089258, 1.5116284674505969, 0.1082757163618939, 56, 42.673120611475674, 91.66666666666666, 'High Risk'),
(26402, 69, 16, '52:45.8', 36.751457745061586, 97.27927283413385, 134, 77, 19, 'Male', 69.67310009129201, 1.7965426750570241, 0.055574367, 57, 21.58688903, 96, 'Low Risk'),
(26403, 96, 19, '51:45.8', 36.47491064365114, 97.45903093617427, 128, 82, 44, 'Male', 67.44329761, 1.5786633639172512, 0.1400438471154667, 46, 27.061990421616187, 97.33333333333333, 'High Risk'),
(26404, 78, 14, '50:45.8', 36.09430086731157, 97.41878385641978, 121, 73, 82, 'Female', 63.93388664909264, 1.531568366, 0.091609851, 48, 27.255762194164824, 89, 'Low Risk'),
(26405, 92, 12, '49:45.8', 36.95394875186517, 97.00761300519584, 131, 85, 74, 'Female', 52.36723877353014, 1.9088781628703015, 0.053686947, 46, 14.371538261854907, 100.33333333333333, 'High Risk'),
(26406, 77, 13, '48:45.8', 36.79269472020827, 97.01323854567585, 134, 74, 60, 'Female', 94.75838012513535, 1.9307672734280905, 0.05735377, 60, 25.418959556696947, 94, 'Low Risk'),
(26407, 65, 15, '47:45.8', 36.19949673709634, 98.67913518468347, 113, 75, 33, 'Male', 72.84537815, 1.9181480613303505, 0.093021438, 38, 19.798748900759545, 87.66666666666667, 'Low Risk'),
(26408, 90, 14, '46:45.8', 37.353494280425664, 96.74848822, 128, 74, 19, 'Female', 79.42306897388055, 1.8129570220903493, 0.14500389433477986, 54, 24.164156893698117, 92, 'Low Risk'),
(26409, 90, 12, '45:45.8', 36.579026350350304, 99.42624788505032, 111, 74, 30, 'Female', 50.61941034190124, 1.6006768944317051, 0.1314379301231512, 37, 19.756487308498656, 86.33333333333333, 'Low Risk'),
(26410, 61, 15, '44:45.8', 37.165215135311726, 95.90469148603118, 115, 76, 26, 'Female', 52.28293983301536, 1.507399061869192, 0.1154560206248244, 39, 23.009305923813017, 89, 'Low Risk'),
(26411, 69, 17, '43:45.8', 36.34349482346417, 98.51441446777315, 114, 80, 80, 'Female', 93.98867307777269, 1.7277001278174806, 0.097583886, 34, 31.48754401320334, 91.33333333333333, 'High Risk'),
(26412, 94, 15, '42:45.8', 36.039444873379104, 95.27862512610903, 111, 84, 60, 'Male', 68.06988610660142, 1.6609521883948282, 0.14431596496324534, 27, 24.67406824487433, 93, 'High Risk'),
(26413, 72, 15, '41:45.8', 36.275367711402694, 97.86504061939893, 116, 72, 69, 'Male', 71.41187692105137, 1.8711112187717605, 0.050122097, 44, 20.397232317014346, 86.66666666666667, 'Low Risk'),
(26414, 68, 19, '40:45.8', 36.40686886507395, 97.41902169757813, 111, 76, 34, 'Female', 97.67928912033204, 1.6967174978969815, 0.13746760460525298, 35, 33.929965103532766, 87.66666666666667, 'High Risk'),
(26415, 98, 14, '39:45.8', 36.16494312665503, 98.11762831016122, 129, 81, 53, 'Female', 93.20957885242781, 1.6310787892311098, 0.060712625654701806, 48, 35.035689229303706, 97, 'High Risk'),
(26416, 86, 17, '38:45.8', 36.580958429426836, 99.58904296029856, 121, 77, 65, 'Female', 87.65015432897707, 1.9891161774703912, 0.082571946, 44, 22.15299176560118, 91.66666666666667, 'Low Risk'),
(26417, 71, 12, '37:45.8', 37.33732716801541, 98.13793649736645, 126, 70, 69, 'Male', 73.43383812214671, 1.5920225184739845, 0.13276103789266425, 56, 28.973290114481152, 88.66666666666666, 'Low Risk'),
(26418, 64, 12, '36:45.8', 37.23829723219047, 95.32776932140467, 121, 85, 25, 'Male', 74.57292956582387, 1.5843572696652524, 0.099355929, 36, 29.708105853152485, 97, 'Low Risk'),
(26419, 65, 18, '35:45.8', 36.53580183320178, 99.86080268, 115, 85, 71, 'Male', 77.77235292, 1.6263727650862778, 0.093634188, 30, 29.40255371764736, 95, 'Low Risk'),
(26420, 93, 18, '34:45.8', 36.78894292, 96.27197244708083, 125, 87, 76, 'Male', 74.18300443781366, 1.8653063642722207, 0.1376959760019807, 38, 21.32082838234951, 99.66666666666667, 'High Risk'),
(26421, 84, 16, '33:45.8', 36.06848773923846, 95.62252603595005, 110, 88, 30, 'Male', 81.38216752518142, 1.907386819530963, 0.075914038, 22, 22.36926416008246, 95.33333333333333, 'Low Risk'),
(26422, 72, 17, '32:45.8', 36.32876076384467, 97.64556145981352, 133, 87, 52, 'Female', 50.560441029923005, 1.8045455556791643, 0.074100256, 46, 15.526556678587836, 102.33333333333333, 'High Risk'),
(26423, 89, 19, '31:45.8', 36.97124957, 96.29026301677722, 135, 77, 87, 'Female', 84.09419022, 1.8137637563858542, 0.1266032884756469, 58, 25.562572331509354, 96.33333333333333, 'Low Risk'),
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(26600, 62, 16, '34:45.8', 36.13924861638893, 99.17141190764136, 119, 70, 69, 'Male', 78.99961099934282, 1.7130204060600103, 0.076287552, 49, 26.921538794910735, 86.33333333333333, 'Low Risk'),
(26601, 84, 16, '33:45.8', 37.286685565487986, 98.23573902871135, 121, 70, 48, 'Male', 55.80038190219901, 1.6149519831761312, 0.088289676, 51, 21.39527845162275, 87, 'Low Risk'),
(26602, 85, 15, '32:45.8', 37.12468174, 99.87684176488087, 124, 75, 63, 'Male', 63.04030115673508, 1.8047036762358777, 0.05110772, 49, 19.355592634133394, 91.33333333333333, 'Low Risk'),
(26603, 80, 17, '31:45.8', 37.21993262584913, 98.14943616185174, 133, 86, 45, 'Female', 66.18345660274682, 1.7069755305612904, 0.1451832720789657, 47, 22.714064487124205, 101.66666666666667, 'Low Risk'),
(26604, 70, 15, '30:45.8', 36.33408602168511, 96.90449543647337, 122, 77, 72, 'Female', 82.16169862562609, 1.863774522995588, 0.11143257596616063, 45, 23.65280589122419, 92, 'Low Risk'),
(26605, 78, 18, '29:45.8', 37.21322283, 97.77421117864937, 135, 84, 37, 'Female', 64.37301192848741, 1.7026428183865543, 0.08470895, 51, 22.205304236095316, 101, 'Low Risk'),
(26606, 97, 19, '28:45.8', 37.4549515, 98.01770820485092, 116, 89, 28, 'Male', 52.222894388338055, 1.7733854530306843, 0.12633932256667346, 27, 16.60560316436156, 98, 'High Risk'),
(26607, 67, 12, '27:45.8', 37.28810966965542, 99.15870984805204, 136, 75, 31, 'Male', 76.78006881196877, 1.979325217192602, 0.082911289, 61, 19.59810957535593, 95.33333333333333, 'Low Risk'),
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(26609, 93, 12, '25:45.8', 37.087303060400885, 99.36370858066124, 121, 85, 74, 'Male', 64.01050445661022, 1.9298657588238768, 0.077432285, 36, 17.186880154831915, 97, 'High Risk'),
(26610, 67, 12, '24:45.8', 37.13326459811593, 97.2803085, 118, 79, 88, 'Female', 71.35226591971555, 1.719211490050477, 0.06530123, 39, 24.140661111202217, 92, 'Low Risk'),
(26611, 62, 12, '23:45.8', 37.06302517549526, 99.8362793, 111, 85, 30, 'Male', 84.20074937538023, 1.7961566200273296, 0.055958985584668934, 26, 26.099221313924858, 93.66666666666667, 'Low Risk'),
(26612, 88, 19, '22:45.8', 37.10667232261384, 98.58550679, 132, 81, 63, 'Female', 78.77819977732325, 1.649077421164097, 0.1121795229109208, 51, 28.96836348861958, 98, 'Low Risk'),
(26613, 85, 12, '21:45.8', 37.43584356, 96.02270562389995, 129, 83, 20, 'Female', 67.69711990796432, 1.6838408909161484, 0.11543129038189735, 46, 23.87635837362109, 98.33333333333333, 'Low Risk'),
(26614, 85, 12, '20:45.8', 37.07216394, 99.78758632, 136, 89, 36, 'Female', 82.46481561558491, 1.564288092639945, 0.087782535, 47, 33.700412234328795, 104.66666666666667, 'High Risk'),
(26615, 82, 12, '19:45.8', 36.642707812460216, 96.01848006914612, 110, 70, 23, 'Male', 60.269797177428075, 1.864202822231245, 0.12438351768068018, 40, 17.342568067218128, 83.33333333333333, 'High Risk'),
(26616, 89, 19, '18:45.8', 36.42532783, 95.76699389, 118, 74, 58, 'Female', 74.86377622857836, 1.7697225876058376, 0.14894831146768078, 44, 23.903491516119477, 88.66666666666667, 'Low Risk'),
(26617, 86, 12, '17:45.8', 36.18024070181915, 96.55248541, 133, 83, 51, 'Male', 65.11378100730151, 1.9824347315333073, 0.057358607, 50, 16.568192010573725, 99.66666666666666, 'High Risk'),
(26618, 84, 12, '16:45.8', 36.20493604368301, 96.75147196328196, 136, 83, 24, 'Female', 51.443536619756095, 1.5482956389397886, 0.079477159, 53, 21.45966987, 100.66666666666666, 'Low Risk'),
(26619, 79, 19, '15:45.8', 36.328168835452864, 98.42632551323683, 112, 82, 86, 'Female', 90.98009927685416, 1.6008812448933885, 0.078856273, 30, 35.49998528493631, 92, 'High Risk'),
(26620, 92, 15, '14:45.8', 37.32373855733439, 95.81528778494402, 113, 76, 81, 'Male', 52.723578593025564, 1.5459500302835578, 0.12547463113937457, 37, 22.060430127563592, 88.33333333333333, 'High Risk'),
(26621, 83, 15, '13:45.8', 36.32801974723798, 96.43067216209347, 118, 78, 28, 'Female', 77.33889635110273, 1.9941456798748471, 0.12530792029901378, 40, 19.448414694130854, 91.33333333333333, 'Low Risk'),
(26622, 72, 17, '12:45.8', 36.015584780658216, 96.14343879950677, 114, 72, 61, 'Male', 86.09824990054926, 1.8234733077760863, 0.081472641, 42, 25.89378292446359, 86, 'Low Risk'),
(26623, 92, 17, '11:45.8', 36.70870219099968, 99.84719137880795, 127, 82, 57, 'Male', 52.64028327135115, 1.6998753633528523, 0.088283628, 45, 18.217302019400368, 97, 'High Risk'),
(26624, 74, 14, '10:45.8', 36.218523531161686, 99.28515841713556, 125, 88, 87, 'Female', 74.13137382780685, 1.8524035296416093, 0.054026176, 37, 21.603834866552567, 100.33333333333333, 'Low Risk'),
(26625, 88, 12, '09:45.8', 36.32736184052898, 99.44754588404557, 125, 77, 52, 'Female', 98.14715572311805, 1.6385727785233948, 0.14308228998382772, 48, 36.55495444481445, 93, 'High Risk'),
(26626, 99, 19, '08:45.8', 37.25535727, 95.88208104537294, 115, 89, 35, 'Female', 78.60871803702747, 1.9783404789422185, 0.10377760674391867, 26, 20.08485216155363, 97.66666666666667, 'High Risk'),
(26627, 85, 16, '07:45.8', 36.44357595834971, 98.84425751, 132, 81, 78, 'Female', 62.90047195035123, 1.5798390953810366, 0.070128847, 51, 25.201604418471348, 98, 'Low Risk'),
(26628, 69, 16, '06:45.8', 37.06466619013306, 99.45126738123004, 125, 84, 43, 'Female', 57.37108922367194, 1.5458931809645589, 0.10457417245197907, 41, 24.00679214735595, 97.66666666666667, 'Low Risk'),
(26629, 72, 17, '05:45.8', 36.71816667332422, 98.22263058, 116, 87, 59, 'Male', 89.04603439594707, 1.5700503723729418, 0.1355972339325917, 29, 36.12329941, 96.66666666666667, 'High Risk'),
(26630, 73, 19, '04:45.8', 36.64273456635912, 97.78070363681776, 128, 84, 54, 'Female', 55.24676353005037, 1.7411393565409312, 0.10016494705061144, 44, 18.22383507796848, 98.66666666666667, 'High Risk'),
(26631, 97, 18, '03:45.8', 36.15742533415305, 97.66098400365367, 113, 75, 47, 'Female', 51.38590150409688, 1.5351319446287335, 0.13851889923776176, 38, 21.804822818146274, 87.66666666666667, 'High Risk'),
(26632, 87, 18, '02:45.8', 37.09240791, 96.50923747101396, 133, 80, 51, 'Male', 69.61127064455977, 1.6752456988575357, 0.12024337213382699, 53, 24.80404656909298, 97.66666666666666, 'Low Risk'),
(26633, 68, 15, '01:45.8', 36.503177500828755, 96.09782979231514, 111, 80, 25, 'Female', 99.95706375862696, 1.9395410108924627, 0.1375389354808425, 31, 26.571468460361373, 90.33333333333333, 'Low Risk'),
(26634, 93, 19, '00:45.8', 36.545905401934164, 97.91735970089164, 122, 76, 30, 'Female', 78.08138477621677, 1.7585589072732322, 0.1252709615564636, 46, 25.24838858764853, 91.33333333333333, 'High Risk'),
(26635, 60, 17, '59:45.8', 36.265481933040995, 98.30286682164561, 138, 73, 77, 'Female', 56.89497943660301, 1.680689259876263, 0.054991587, 65, 20.141837840074594, 94.66666666666666, 'Low Risk'),
(26636, 75, 18, '58:45.8', 37.20669207721531, 99.02109942653021, 123, 76, 86, 'Male', 83.07464712832376, 1.9641175549366858, 0.13952368065501636, 47, 21.534438419836864, 91.66666666666667, 'Low Risk'),
(26637, 98, 17, '57:45.8', 36.48207667198667, 96.81668139684949, 131, 72, 77, 'Female', 50.193597180064174, 1.7694166489445307, 0.13565976687316028, 59, 16.03201469581905, 91.66666666666666, 'High Risk'),
(26638, 95, 13, '56:45.8', 36.43061986258768, 99.06102785060142, 135, 78, 40, 'Male', 77.84052931, 1.846178647984507, 0.14500150056022576, 57, 22.838013893831953, 97, 'High Risk'),
(26639, 79, 14, '55:45.8', 36.80967863317555, 97.70319756094997, 136, 86, 60, 'Male', 59.238212049310505, 1.7944442876091375, 0.066070444, 50, 18.396787143520477, 102.66666666666666, 'High Risk'),
(26640, 96, 18, '54:45.8', 37.31886203931324, 98.17231301231624, 139, 79, 62, 'Male', 79.76883458210675, 1.5779549135513857, 0.10093760219433448, 60, 32.036426510444336, 99, 'High Risk'),
(26641, 98, 17, '53:45.8', 36.59681903, 96.75573056, 123, 72, 18, 'Female', 88.39937814723669, 1.6075007037718523, 0.13082967012210212, 51, 34.20951101349802, 89, 'High Risk'),
(26642, 93, 12, '52:45.8', 36.429925846210374, 95.38505392205806, 131, 78, 86, 'Male', 59.698402518607494, 1.7450146691894632, 0.14083916112175776, 53, 19.60489612810837, 95.66666666666666, 'High Risk'),
(26643, 99, 15, '51:45.8', 37.37333238084206, 98.63458575648671, 130, 79, 72, 'Female', 96.04224385718945, 1.962978634200132, 0.12625633258850996, 51, 24.924769620709544, 96, 'High Risk'),
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(26647, 70, 17, '47:45.8', 36.519208692843165, 95.57406902093064, 118, 75, 28, 'Male', 56.736957264565305, 1.6856370375581209, 0.050892987, 43, 19.96815370317339, 89.33333333333333, 'Low Risk'),
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(26649, 78, 18, '45:45.8', 36.96275311350577, 97.35299865, 114, 75, 26, 'Male', 56.15139236752849, 1.5273014577897455, 0.14412718864017665, 39, 24.07193473295083, 88, 'Low Risk'),
(26650, 98, 17, '44:45.8', 36.01922481009695, 95.76451410983286, 133, 72, 87, 'Male', 66.66892771192151, 1.6622830898055159, 0.078491506, 61, 24.12756511316747, 92.33333333333333, 'High Risk'),
(26651, 63, 17, '43:45.8', 37.30019400863147, 97.46710386722826, 125, 89, 67, 'Male', 63.41066673848299, 1.5554478834368366, 0.14332833335173883, 36, 26.209056741540472, 101, 'Low Risk'),
(26652, 95, 14, '42:45.8', 37.30546671877039, 97.40978625, 133, 81, 41, 'Female', 60.56676001402424, 1.7564120122335027, 0.050911864165102606, 52, 19.63276845843664, 98.33333333333333, 'High Risk'),
(26653, 97, 17, '41:45.8', 36.55944086120858, 96.30812374006099, 115, 80, 38, 'Female', 50.978081988755385, 1.9915810120880195, 0.127544142, 35, 12.852497776411164, 91.66666666666667, 'High Risk'),
(26654, 74, 12, '40:45.8', 36.81871764819572, 98.88183479199122, 122, 75, 51, 'Male', 70.37297258, 1.7140764798714647, 0.13559266990592733, 47, 23.952205265515172, 90.66666666666667, 'Low Risk'),
(26655, 78, 17, '39:45.8', 37.25298902442749, 98.81327540208186, 125, 85, 24, 'Female', 54.296108587960354, 1.5716868799454577, 0.11207160753353512, 40, 21.980453530909422, 98.33333333333333, 'Low Risk'),
(26656, 77, 14, '38:45.8', 36.733801537865844, 99.94765228945423, 117, 70, 74, 'Female', 69.94318748588387, 1.9034390804817547, 0.072228002, 47, 19.304895573744503, 85.66666666666667, 'Low Risk'),
(26657, 65, 19, '37:45.8', 37.05929019550884, 99.99381581879405, 119, 88, 41, 'Male', 81.97662074, 1.7059524040372507, 0.082581479, 31, 28.16801162874949, 98.33333333333333, 'Low Risk'),
(26658, 69, 19, '36:45.8', 36.30397018603886, 99.48478643698635, 111, 81, 47, 'Female', 58.035425635460264, 1.787762815679252, 0.10281117404974366, 30, 18.15822419645057, 91, 'High Risk'),
(26659, 75, 12, '35:45.8', 36.231570726759756, 96.36175446124854, 137, 78, 29, 'Male', 63.68474562500089, 1.9084259689791112, 0.14151454014013054, 59, 17.485770872395204, 97.66666666666666, 'High Risk'),
(26660, 70, 12, '34:45.8', 36.73901617824752, 99.77702740152158, 118, 83, 71, 'Female', 57.45736469108124, 1.7448089886261133, 0.14449879253913317, 35, 18.873390387584408, 94.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(26662, 90, 19, '32:45.8', 36.27514888557459, 97.26169802, 117, 76, 36, 'Male', 52.75667919900351, 1.8643207488292581, 0.13904197268714535, 41, 15.178756174966168, 89.66666666666667, 'High Risk'),
(26663, 65, 16, '31:45.8', 37.025589208803474, 98.46034834067879, 123, 72, 26, 'Male', 56.39671151321495, 1.995950228196301, 0.068997224, 51, 14.156450227523392, 89, 'High Risk'),
(26664, 71, 17, '30:45.8', 36.220453409122484, 95.30094059276144, 135, 81, 59, 'Male', 56.51858986431874, 1.7732215458399176, 0.066804411, 54, 17.97485180211792, 99, 'High Risk'),
(26665, 82, 14, '29:45.8', 36.627382907571565, 98.93150431203308, 124, 89, 68, 'Female', 91.71383935188311, 1.8991364457492794, 0.097504386, 35, 25.428605128337047, 100.66666666666667, 'Low Risk'),
(26666, 83, 19, '28:45.8', 37.422128111831796, 98.54175926402802, 116, 87, 53, 'Female', 82.69758737630086, 1.7183736959036726, 0.069383977, 29, 28.006420644220448, 96.66666666666667, 'Low Risk'),
(26667, 85, 19, '27:45.8', 36.322027411452126, 99.21179387429055, 114, 83, 32, 'Female', 89.11874066097019, 1.502792108850489, 0.076323249, 31, 39.46128551654165, 93.33333333333333, 'High Risk'),
(26668, 81, 14, '26:45.8', 36.484299023255886, 96.17706864128019, 137, 78, 72, 'Female', 70.75092908730555, 1.617733301803289, 0.059652797, 59, 27.03449714028859, 97.66666666666666, 'Low Risk'),
(26669, 67, 16, '25:45.8', 36.52999884867436, 95.48179923651108, 138, 79, 85, 'Female', 74.95056193265222, 1.8643770050458472, 0.10707307887073517, 59, 21.56291235842125, 98.66666666666666, 'Low Risk'),
(26670, 77, 19, '24:45.8', 37.27906147612244, 95.32187484096843, 118, 86, 78, 'Male', 87.87153448223368, 1.7733343584167105, 0.12221860675580333, 32, 27.94260896740885, 96.66666666666667, 'Low Risk'),
(26671, 90, 18, '23:45.8', 37.20399952562296, 98.85498566021352, 127, 70, 36, 'Female', 72.87985587866304, 1.7731459672109349, 0.11913505196079803, 57, 23.18027200711132, 89, 'Low Risk'),
(26672, 70, 13, '22:45.8', 36.76546137, 96.59640127486158, 122, 86, 54, 'Female', 71.88282615726888, 1.7862524337281709, 0.059011485, 36, 22.528873504101405, 98, 'Low Risk'),
(26673, 61, 16, '21:45.8', 36.56781651775728, 96.29896252995484, 110, 77, 83, 'Male', 89.11554010320486, 1.660203377577891, 0.096946216, 33, 32.33187249499066, 88, 'High Risk'),
(26674, 69, 19, '20:45.8', 36.85583365158001, 97.76906623321291, 115, 82, 89, 'Female', 59.159238493854865, 1.832833320665167, 0.07987136, 33, 17.610700520308733, 93, 'High Risk'),
(26675, 68, 16, '19:45.8', 37.16309918611762, 97.15782477436117, 124, 79, 53, 'Male', 72.21640190466462, 1.8909435128263987, 0.052723871459530836, 45, 20.19662190527397, 94, 'Low Risk'),
(26676, 65, 14, '18:45.8', 37.46024578523153, 97.79362515917796, 118, 82, 78, 'Female', 89.65479833898084, 1.8897576609104285, 0.079580976, 36, 25.105062610315404, 94, 'Low Risk'),
(26677, 70, 16, '17:45.8', 36.427519617726446, 97.72135949116891, 111, 79, 77, 'Female', 94.58223623137127, 1.5325567222855607, 0.12772288658011538, 32, 40.26952094179406, 89.66666666666667, 'High Risk'),
(26678, 96, 18, '16:45.8', 36.864038120831204, 97.01729922775782, 120, 70, 26, 'Male', 67.62901154733558, 1.6334249124320872, 0.11891340578389076, 50, 25.347474211860234, 86.66666666666666, 'High Risk'),
(26679, 89, 17, '15:45.8', 37.211245022499355, 95.01108382532527, 126, 78, 39, 'Female', 84.80928118223213, 1.6030693009892014, 0.10592375746507254, 48, 33.00188810756151, 94, 'High Risk'),
(26680, 92, 14, '14:45.8', 36.98736222015726, 95.58480002916977, 132, 74, 32, 'Female', 86.17473415411915, 1.6363007965162184, 0.11973754273226489, 58, 32.18501150540152, 93.33333333333333, 'High Risk'),
(26681, 93, 14, '13:45.8', 37.02010755376501, 95.87485773550482, 111, 84, 19, 'Female', 59.81182308877037, 1.5229677308494804, 0.13538545582994482, 27, 25.78728601, 93, 'High Risk'),
(26682, 73, 14, '12:45.8', 37.136403017540374, 95.09213974918791, 137, 81, 18, 'Male', 79.53010451016044, 1.787730794515427, 0.075344935, 56, 24.88440785918167, 99.66666666666666, 'Low Risk'),
(26683, 81, 15, '11:45.8', 37.414221576764994, 99.15985952852458, 110, 71, 86, 'Male', 63.22585166442285, 1.8137282260889094, 0.1441442964974416, 39, 19.21986198, 84, 'Low Risk'),
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(26861, 78, 19, '13:45.8', 36.663836617588835, 96.62616849578411, 115, 80, 61, 'Male', 66.95578495916965, 1.9528971386461205, 0.075514955, 35, 17.556153431127676, 91.66666666666667, 'High Risk'),
(26862, 95, 19, '12:45.8', 36.88597814193057, 99.75528533426595, 138, 76, 38, 'Male', 67.93603702, 1.9882783430245365, 0.10231845236314413, 62, 17.184853929014626, 96.66666666666666, 'High Risk'),
(26863, 89, 17, '11:45.8', 37.22639592330917, 95.25400243363562, 117, 76, 53, 'Female', 78.30400638429151, 1.9128506382590054, 0.067230946, 41, 21.40039860877335, 89.66666666666667, 'Low Risk'),
(26864, 97, 13, '10:45.8', 37.29423689244339, 98.72356805, 116, 76, 52, 'Male', 75.74806308826071, 1.5444226451819014, 0.1497438101231497, 40, 31.75698109, 89.33333333333333, 'High Risk'),
(26865, 85, 13, '09:45.8', 36.244101062369786, 99.01647418251932, 112, 83, 47, 'Female', 73.16549671, 1.8466819436342647, 0.12958383223004033, 29, 21.454683871686104, 92.66666666666667, 'Low Risk'),
(26866, 76, 18, '08:45.8', 37.26485381661921, 98.32437299209603, 120, 72, 70, 'Male', 50.38990502055496, 1.833654874558891, 0.057537103751104934, 48, 14.986780449717852, 88, 'High Risk'),
(26867, 99, 14, '07:45.8', 37.45338422, 99.19821518012792, 129, 75, 76, 'Male', 54.23966610772021, 1.716468835171013, 0.13684129664368366, 54, 18.409634327635015, 93, 'High Risk'),
(26868, 70, 19, '06:45.8', 37.09866436978966, 97.74447504358646, 114, 83, 56, 'Female', 68.54287929147303, 1.5739232426410128, 0.093947001, 31, 27.669113596380857, 93.33333333333333, 'Low Risk'),
(26869, 83, 13, '05:45.8', 36.72441462532515, 98.48932221, 134, 83, 18, 'Female', 70.34026579659947, 1.9768495238426127, 0.099924345, 51, 17.99934826896353, 100, 'High Risk'),
(26870, 63, 12, '04:45.8', 36.47467841392017, 98.08498731074866, 115, 72, 81, 'Male', 69.55400167842159, 1.6166046591592906, 0.059382728, 43, 26.614264532050957, 86.33333333333333, 'Low Risk'),
(26871, 64, 17, '03:45.8', 37.016645914927544, 95.29177439466017, 135, 84, 50, 'Female', 99.73581927, 1.9361235093227818, 0.13621380481062012, 51, 26.606334248455806, 101, 'Low Risk'),
(26872, 67, 13, '02:45.8', 37.26522648059109, 95.20333427, 124, 84, 41, 'Male', 65.75426357318953, 1.6410649640822061, 0.13995389054614527, 40, 24.41587939043486, 97.33333333333333, 'Low Risk'),
(26873, 86, 12, '01:45.8', 36.15326817, 96.17128875143226, 126, 88, 26, 'Female', 75.46144972158808, 1.8498959171722982, 0.09256942, 38, 22.051115123343294, 100.66666666666667, 'Low Risk'),
(26874, 60, 13, '00:45.8', 37.48410956, 98.26202451756585, 127, 87, 38, 'Male', 52.77421981210996, 1.7910318335663078, 0.1384475942900929, 40, 16.451867821200633, 100.33333333333333, 'High Risk'),
(26875, 79, 12, '59:45.8', 36.51917571109237, 98.12228499865435, 113, 82, 32, 'Female', 98.59343194659525, 1.8148561923545514, 0.14489606071363786, 31, 29.933916925325253, 92.33333333333333, 'Low Risk'),
(26876, 88, 18, '58:45.8', 37.015748121917134, 97.60928843, 127, 89, 57, 'Male', 97.91861493596976, 1.9635656246625477, 0.11410851669907253, 38, 25.39653227962157, 101.66666666666667, 'Low Risk'),
(26877, 91, 17, '57:45.8', 36.48665620292088, 95.31624866204058, 139, 84, 37, 'Female', 77.05245689115571, 1.6790184998965811, 0.11820675099857211, 55, 27.332259065889204, 102.33333333333333, 'High Risk'),
(26878, 66, 19, '56:45.8', 36.99772808683332, 99.59499100158514, 123, 88, 63, 'Male', 98.56442658020435, 1.7128522386565546, 0.12133654813933853, 35, 33.59544518126329, 99.66666666666667, 'High Risk'),
(26879, 99, 16, '55:45.8', 37.46486550529829, 98.16391395963976, 116, 82, 70, 'Female', 83.91972189295956, 1.5119233633894398, 0.10970106756827451, 34, 36.71169864227481, 93.33333333333333, 'High Risk'),
(26880, 97, 14, '54:45.8', 37.12878647146204, 95.88999856365757, 117, 85, 54, 'Male', 96.49034551017208, 1.8931963224702688, 0.14398314354491903, 32, 26.921084869019136, 95.66666666666667, 'High Risk'),
(26881, 60, 15, '53:45.8', 36.805618394667825, 97.89877990327743, 137, 79, 81, 'Female', 62.06633157688972, 1.9606017761040537, 0.10104284099380179, 58, 16.146458986157597, 98.33333333333333, 'High Risk'),
(26882, 91, 19, '52:45.8', 37.421301947371255, 95.63610432595561, 138, 78, 56, 'Female', 51.67096351841685, 1.8833623924704208, 0.073311966, 60, 14.567290194950766, 98, 'High Risk'),
(26883, 81, 19, '51:45.8', 36.840996510842466, 99.48737484823218, 130, 78, 85, 'Female', 58.75206815529957, 1.891184398323365, 0.053705718487242426, 52, 16.42689216256581, 95.33333333333333, 'High Risk'),
(26884, 75, 17, '50:45.8', 36.32486925776029, 99.66419080187801, 112, 87, 24, 'Female', 98.88364628570767, 1.5774167318903471, 0.13820058766836646, 25, 39.74034070851965, 95.33333333333333, 'High Risk'),
(26885, 74, 19, '49:45.8', 36.903976500839946, 96.32870265810465, 128, 74, 73, 'Male', 85.45975293302314, 1.732857173918799, 0.063393423, 54, 28.46007863149445, 92, 'Low Risk'),
(26886, 81, 18, '48:45.8', 36.28152384818397, 99.30426392844825, 119, 85, 28, 'Female', 72.44287691, 1.9458107962096407, 0.08770559, 34, 19.133502242790545, 96.33333333333333, 'Low Risk'),
(26887, 83, 13, '47:45.8', 36.646651621395634, 98.76987714467874, 136, 73, 79, 'Male', 75.84095159894835, 1.9026904098045363, 0.094192793, 63, 20.949203485014735, 94, 'Low Risk'),
(26888, 83, 15, '46:45.8', 36.15723599174931, 98.39230531413286, 118, 78, 67, 'Male', 51.63758013660451, 1.5605304963179998, 0.13897829347110152, 40, 21.20417410912354, 91.33333333333333, 'Low Risk'),
(26889, 71, 16, '45:45.8', 37.14070956211828, 98.55801458491358, 117, 87, 55, 'Male', 88.96157461530102, 1.673727224522834, 0.11657645779313518, 30, 31.756534324364797, 97, 'High Risk'),
(26890, 99, 12, '44:45.8', 36.74404821368465, 99.29629232762349, 114, 80, 43, 'Female', 53.11118435780727, 1.6759538697838734, 0.10698560101420299, 34, 18.90870841989949, 91.33333333333333, 'High Risk'),
(26891, 64, 14, '43:45.8', 36.776834863663666, 95.80593427858332, 126, 76, 58, 'Female', 68.27377544907358, 1.8545891142511017, 0.12105482620243248, 50, 19.849908391503522, 92.66666666666666, 'Low Risk'),
(26892, 92, 19, '42:45.8', 37.34898075558054, 95.15511528171096, 128, 84, 72, 'Female', 71.04331550531013, 1.7818601819900755, 0.058151356, 44, 22.37566622616206, 98.66666666666667, 'High Risk'),
(26893, 61, 15, '41:45.8', 37.118116674124465, 95.07583860870224, 135, 86, 37, 'Female', 85.76566063424872, 1.5974166232154126, 0.14570821949117269, 49, 33.61065981120991, 102.33333333333333, 'High Risk'),
(26894, 85, 17, '40:45.8', 36.75381968957885, 98.46089549305022, 136, 89, 41, 'Male', 99.68777351165434, 1.9674192429521682, 0.10098046372377784, 47, 25.754200158479513, 104.66666666666667, 'Low Risk'),
(26895, 79, 15, '39:45.8', 36.33718190479974, 99.78356129508539, 130, 77, 38, 'Female', 71.70712448206085, 1.884732620470841, 0.10697239981913123, 53, 20.186583043566763, 94.66666666666666, 'Low Risk'),
(26896, 75, 15, '38:45.8', 36.07525876718033, 97.93664726074579, 128, 76, 81, 'Male', 80.28235459804193, 1.7269168577964538, 0.051839914909825015, 52, 26.920135613991494, 93.33333333333333, 'Low Risk'),
(26897, 69, 18, '37:45.8', 36.726978944896615, 95.88695963, 121, 70, 58, 'Female', 50.53266336662791, 1.7948511032550427, 0.083347402, 51, 15.686112883323132, 87, 'High Risk'),
(26898, 74, 12, '36:45.8', 37.448362686358685, 96.43835257484693, 113, 87, 64, 'Female', 75.84957075535858, 1.6230079341905284, 0.12239683380881004, 26, 28.79465249, 95.66666666666667, 'Low Risk'),
(26899, 70, 16, '35:45.8', 36.51095647213628, 95.02276849342651, 115, 73, 59, 'Male', 61.586005653044694, 1.7215605553809827, 0.10394429768269907, 42, 20.779611830439805, 87, 'Low Risk'),
(26900, 80, 17, '34:45.8', 37.48867917336454, 95.58136942806884, 139, 80, 34, 'Female', 67.32146661217558, 1.7065233438592675, 0.14184381407832225, 59, 23.116873778515764, 99.66666666666666, 'Low Risk'),
(26901, 69, 15, '33:45.8', 37.14118486349926, 96.67800841667156, 117, 73, 61, 'Female', 95.14584035030413, 1.8838715461606728, 0.067005738, 44, 26.809408551280566, 87.66666666666667, 'Low Risk'),
(26902, 65, 18, '32:45.8', 37.12163488159114, 98.94624032074701, 136, 84, 20, 'Male', 59.330306772863445, 1.753047509624859, 0.12576502192691985, 52, 19.305863072938756, 101.33333333333333, 'Low Risk'),
(26903, 79, 14, '31:45.8', 36.44934868173113, 97.09941941345829, 119, 72, 87, 'Male', 66.11654419839729, 1.704260872072167, 0.13860593044812952, 47, 22.763445566473337, 87.66666666666667, 'Low Risk'),
(26904, 68, 12, '30:45.8', 37.43421716589404, 98.54695249069437, 131, 88, 35, 'Male', 69.19662736436223, 1.8307612405182065, 0.092285569, 43, 20.64531477715988, 102.33333333333333, 'Low Risk'),
(26905, 75, 13, '29:45.8', 36.365926597491196, 97.79096568051861, 135, 72, 36, 'Female', 89.18387906594093, 1.8634400219778513, 0.12653167, 63, 25.683577704323536, 93, 'Low Risk'),
(26906, 75, 17, '28:45.8', 36.29255798, 97.05408702191112, 122, 71, 38, 'Female', 61.68725920148621, 1.6347804205199739, 0.059983192685205425, 51, 23.08216916300491, 88, 'Low Risk'),
(26907, 80, 13, '27:45.8', 36.27055203143594, 99.05619482028946, 132, 77, 49, 'Female', 88.7152604, 1.7175884675739612, 0.13350067255835135, 55, 30.071846838301823, 95.33333333333333, 'High Risk'),
(26908, 70, 12, '26:45.8', 37.217403849607074, 97.01129706309634, 138, 80, 30, 'Female', 53.22805466285502, 1.518066626543275, 0.061387241, 58, 23.097178393746486, 99.33333333333333, 'Low Risk'),
(26909, 98, 18, '25:45.8', 36.13647159603001, 97.82292476, 114, 86, 86, 'Female', 66.52492298745663, 1.9856344251086453, 0.10673974514355006, 28, 16.87274695069871, 95.33333333333333, 'High Risk'),
(26910, 70, 18, '24:45.8', 36.685411575102954, 99.05803487, 116, 83, 50, 'Female', 81.40686671055838, 1.896689026194378, 0.1068492962442121, 33, 22.62917788780922, 94, 'Low Risk'),
(26911, 99, 13, '23:45.8', 36.665970689786995, 98.10272924929984, 136, 72, 44, 'Male', 64.68065564980938, 1.6423197315714622, 0.063107622, 64, 23.98054186088088, 93.33333333333333, 'High Risk'),
(26912, 71, 12, '22:45.8', 37.229392631878426, 96.14398861462712, 111, 84, 62, 'Male', 53.15557139510984, 1.5086722505408114, 0.13862137695864551, 27, 23.353876881835323, 93, 'Low Risk'),
(26913, 95, 15, '21:45.8', 36.47361846665717, 97.31135872517802, 117, 74, 80, 'Male', 78.66489086234348, 1.5215055405665137, 0.11307233152629814, 43, 33.980821046461465, 88.33333333333333, 'High Risk'),
(26914, 94, 13, '20:45.8', 36.968453518419345, 96.16190311116314, 112, 73, 54, 'Male', 81.85714341826673, 1.9800494980913865, 0.077515414, 39, 20.87874983990735, 86, 'High Risk'),
(26915, 75, 19, '19:45.8', 36.155168483477055, 96.75650785, 124, 74, 21, 'Female', 50.33009263398166, 1.535339431, 0.088879922, 50, 21.35103449879602, 90.66666666666666, 'Low Risk'),
(26916, 93, 16, '18:45.8', 36.01612112711643, 96.86148156813759, 134, 80, 43, 'Female', 61.00665324075188, 1.5541117215593334, 0.074591291, 54, 25.258800843070755, 98, 'High Risk'),
(26917, 69, 19, '17:45.8', 36.910479751217906, 97.16493451623654, 110, 80, 19, 'Female', 89.64094443314609, 1.864797210436699, 0.077439827, 30, 25.77764282438029, 90, 'Low Risk'),
(26918, 78, 14, '16:45.8', 36.075557558390734, 99.47731402750412, 135, 82, 37, 'Male', 83.46600765449398, 1.9081021863589156, 0.11601600278768419, 53, 22.92484365439792, 99.66666666666666, 'Low Risk'),
(26919, 91, 15, '15:45.8', 36.36224172985143, 96.49263874437565, 116, 85, 84, 'Male', 88.03005909668184, 1.6385742877568044, 0.10206656172942755, 31, 32.78677663650445, 95.33333333333333, 'High Risk'),
(26920, 93, 17, '14:45.8', 36.87263235943983, 97.82692186, 114, 73, 75, 'Female', 94.48719001336772, 1.837089494439059, 0.1413134600550136, 41, 27.997052152869607, 86.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(26921, 90, 15, '13:45.8', 36.10527806203361, 95.88559018678131, 110, 83, 28, 'Male', 91.96870404245965, 1.9639227083078101, 0.095645343, 27, 23.84466817776025, 92, 'Low Risk'),
(26922, 66, 13, '12:45.8', 37.04742412980404, 96.34614005702467, 121, 79, 46, 'Female', 84.61842264427315, 1.5982609864071824, 0.14280174486037217, 42, 33.12604050650268, 93, 'High Risk'),
(26923, 73, 14, '11:45.8', 37.255317738164024, 96.78895543852805, 118, 80, 77, 'Female', 91.09227363961786, 1.691786952759875, 0.07439475, 38, 31.826596596648955, 92.66666666666667, 'High Risk'),
(26924, 68, 17, '10:45.8', 36.85709613427438, 97.27831428661895, 114, 88, 65, 'Female', 70.30770572736824, 1.8119673191347256, 0.09111835, 26, 21.414217306222955, 96.66666666666667, 'Low Risk'),
(26925, 67, 16, '09:45.8', 36.45584065522257, 98.48382951, 110, 76, 73, 'Female', 79.80231555137469, 1.8855919566762271, 0.12150451862113844, 34, 22.445023225851617, 87.33333333333333, 'Low Risk'),
(26926, 94, 15, '08:45.8', 37.38780507976826, 96.94579318266561, 129, 89, 66, 'Female', 50.688899233037624, 1.586442270989372, 0.13641245751637981, 40, 20.140224800747312, 102.33333333333333, 'High Risk'),
(26927, 84, 13, '07:45.8', 36.77213645348873, 98.55192032190915, 122, 80, 78, 'Female', 53.40728110702112, 1.9040552266362545, 0.1374645394808548, 42, 14.731310637163524, 94, 'High Risk'),
(26928, 63, 14, '06:45.8', 36.968818932655395, 99.41825797345737, 114, 84, 54, 'Male', 76.44507085353405, 1.5685258021990869, 0.14292743646994854, 30, 31.071781417203404, 94, 'High Risk'),
(26929, 81, 15, '05:45.8', 37.31877315642144, 97.67000126115511, 133, 78, 64, 'Female', 57.74851488332002, 1.5127040799103755, 0.092962121, 55, 25.236717340523267, 96.33333333333333, 'Low Risk'),
(26930, 63, 12, '04:45.8', 37.231740864279196, 95.80193349735727, 125, 82, 62, 'Female', 68.12874192100216, 1.6827964889307414, 0.11560820967373722, 43, 24.05842401658662, 96.33333333333333, 'Low Risk'),
(26931, 85, 19, '03:45.8', 36.30664201873916, 97.12604491222297, 110, 81, 60, 'Female', 75.52908438611342, 1.8766050255116662, 0.1217522154578625, 29, 21.447094722255247, 90.66666666666667, 'Low Risk'),
(26932, 95, 15, '02:45.8', 37.19883440440889, 95.31716683184777, 136, 88, 32, 'Male', 57.99959339112947, 1.7916786011365162, 0.12475779094204585, 48, 18.06777757319454, 104, 'High Risk'),
(26933, 99, 17, '01:45.8', 37.40404633963158, 96.70566869379762, 118, 70, 82, 'Female', 84.21607716690957, 1.9795705951515925, 0.13619345969076613, 48, 21.49082163191218, 86, 'High Risk'),
(26934, 98, 18, '00:45.8', 37.21751682368297, 97.66309339801829, 113, 84, 51, 'Female', 86.20663338483322, 1.8611269347142863, 0.05322614, 29, 24.887925392542375, 93.66666666666667, 'High Risk'),
(26935, 61, 14, '59:45.8', 37.42390245, 95.58393274, 116, 88, 50, 'Female', 91.59296441545527, 1.5421595088009916, 0.12175345011968972, 28, 38.512660671746964, 97.33333333333333, 'High Risk'),
(26936, 78, 19, '58:45.8', 36.553552066356175, 96.25902065345548, 126, 79, 32, 'Female', 60.88380042675213, 1.5293015221412039, 0.1107924974943483, 47, 26.03247812446754, 94.66666666666667, 'Low Risk'),
(26937, 98, 12, '57:45.8', 37.49371342533252, 99.93258085, 126, 70, 18, 'Male', 53.91759355667763, 1.7410499110821873, 0.14857650585647147, 56, 17.78721923453456, 88.66666666666666, 'High Risk'),
(26938, 83, 13, '56:45.8', 37.37249591816048, 97.57493591, 137, 82, 30, 'Male', 76.07823893250007, 1.736759879795146, 0.09331494, 55, 25.22207976, 100.33333333333333, 'Low Risk'),
(26939, 92, 18, '55:45.8', 37.411031104135624, 97.11486067293671, 131, 80, 68, 'Female', 71.57225856355535, 1.9153980916615967, 0.054796068, 51, 19.50862323647169, 97, 'High Risk'),
(26940, 71, 17, '54:45.8', 36.64924286582382, 99.80976182, 139, 76, 51, 'Male', 99.94148016699954, 1.9837838171877742, 0.1428073834179522, 63, 25.395518888129814, 97, 'Low Risk'),
(26941, 93, 15, '53:45.8', 36.236017928185895, 99.52964247587713, 115, 75, 66, 'Female', 52.125674913889306, 1.9037765459096296, 0.11273310149478329, 40, 14.382015317736533, 88.33333333333333, 'High Risk'),
(26942, 89, 18, '52:45.8', 36.58002843454892, 99.70044244620172, 129, 74, 47, 'Female', 93.8567735, 1.9577516904942402, 0.084526678, 55, 24.48783583809674, 92.33333333333333, 'Low Risk'),
(26943, 87, 13, '51:45.8', 36.87298776, 98.73417934633002, 115, 79, 57, 'Female', 79.23919076406513, 1.627798365240903, 0.059110050939871234, 36, 29.904656320071137, 91, 'Low Risk'),
(26944, 95, 14, '50:45.8', 36.97572184791289, 98.98826221439744, 129, 75, 55, 'Male', 88.73149468383437, 1.955570469288355, 0.085655175, 54, 23.202290307963715, 93, 'High Risk'),
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(27126, 70, 13, '48:45.8', 36.580776706373264, 97.00756736860164, 118, 79, 27, 'Male', 97.59434911579902, 1.9441805418724183, 0.082849918, 39, 25.81971757726278, 92, 'Low Risk'),
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(27138, 84, 12, '36:45.8', 36.28479580165509, 95.37493980039844, 139, 75, 80, 'Female', 98.33041411073921, 1.567710067061355, 0.063325703, 64, 40.00887813982151, 96.33333333333333, 'High Risk'),
(27139, 90, 13, '35:45.8', 36.185063490582664, 95.04237940563489, 123, 75, 30, 'Female', 98.47272780025423, 1.9646595623279395, 0.11170247521881768, 48, 25.511814932367646, 91, 'Low Risk'),
(27140, 88, 19, '34:45.8', 36.93666752959458, 98.86736005700216, 116, 72, 34, 'Female', 62.11237973668323, 1.5101756915348297, 0.079436998, 44, 27.234739028310507, 86.66666666666667, 'Low Risk'),
(27141, 87, 19, '33:45.8', 37.475576465775575, 98.19275166262068, 126, 73, 80, 'Male', 50.60035883096749, 1.9339429421553214, 0.11133978461883019, 53, 13.52901826397789, 90.66666666666666, 'High Risk'),
(27142, 82, 12, '32:45.8', 37.327114480310605, 95.75604467, 135, 83, 45, 'Female', 79.70951328666924, 1.749426145567902, 0.061907206, 52, 26.04467434816368, 100.33333333333333, 'Low Risk'),
(27143, 72, 12, '31:45.8', 37.00779640576877, 95.96289413015954, 134, 84, 23, 'Female', 71.35379420367376, 1.7376490788745578, 0.13527906319220565, 50, 23.631588876064733, 100.66666666666666, 'Low Risk'),
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(27150, 87, 17, '24:45.8', 37.023834754527996, 95.68221120374993, 124, 80, 36, 'Male', 54.500788921131885, 1.7964313882679168, 0.12738076608083454, 44, 16.888128294117294, 94.66666666666667, 'High Risk'),
(27151, 80, 18, '23:45.8', 36.781640819256886, 95.22366013809804, 112, 89, 29, 'Male', 88.91855874899218, 1.5791345405835107, 0.12545453992637356, 23, 35.65776748463199, 96.66666666666667, 'High Risk'),
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(27171, 99, 15, '03:45.8', 36.497253827823585, 97.00322937301469, 130, 83, 74, 'Male', 76.15970421794518, 1.5333324248615257, 0.12846607445761504, 47, 32.393107286402106, 98.66666666666667, 'High Risk'),
(27172, 91, 13, '02:45.8', 36.22827490348082, 96.15870974130631, 129, 80, 55, 'Female', 74.13093132276816, 1.9810264725562963, 0.086541023, 49, 18.88943196, 96.33333333333333, 'High Risk'),
(27173, 75, 14, '01:45.8', 36.591014644851455, 99.22486762099356, 129, 73, 72, 'Male', 51.42780520943677, 1.6117479135271076, 0.14215299434997136, 56, 19.797199379978913, 91.66666666666666, 'Low Risk'),
(27174, 66, 17, '00:45.8', 36.55151297352956, 96.57328602431973, 135, 84, 41, 'Male', 59.88765865016089, 1.7995159461163848, 0.072926801, 51, 18.493790581811364, 101, 'High Risk'),
(27175, 60, 14, '59:45.8', 36.57542665567634, 95.412577, 112, 89, 82, 'Male', 96.30311258634885, 1.7752358976040559, 0.052753563722903296, 23, 30.55822902112052, 96.66666666666667, 'High Risk'),
(27176, 79, 15, '58:45.8', 37.438122183797134, 99.40400556669627, 132, 72, 70, 'Male', 97.36957163016837, 1.7999013910135366, 0.079358092, 60, 30.05562989402481, 92, 'High Risk'),
(27177, 99, 15, '57:45.8', 37.36299241082275, 97.25088525759277, 131, 77, 36, 'Female', 53.52969359449661, 1.5346358025875217, 0.11575342687848834, 54, 22.729197669444414, 95, 'High Risk'),
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(27179, 80, 18, '55:45.8', 36.79064993184379, 95.68821046954953, 112, 72, 28, 'Male', 52.81843394979981, 1.9892052993443314, 0.087023433, 40, 13.34831065032823, 85.33333333333333, 'High Risk'),
(27180, 78, 17, '54:45.8', 37.00795246, 96.69528501578468, 123, 83, 80, 'Male', 51.94256033036403, 1.8135517477254213, 0.073253996, 40, 15.79295683798939, 96.33333333333333, 'High Risk'),
(27181, 80, 12, '53:45.8', 36.03627569841967, 96.43326443819598, 127, 82, 72, 'Male', 72.8884368, 1.8157913053992145, 0.09924104, 45, 22.106845283214266, 97, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(27185, 84, 17, '49:45.8', 36.61220385366086, 96.51782528864369, 119, 83, 59, 'Female', 68.08763347452272, 1.7220213913865021, 0.12107959910032501, 36, 22.961018870814254, 95, 'Low Risk'),
(27186, 66, 12, '48:45.8', 37.26366248502704, 99.63450100467311, 113, 78, 20, 'Male', 87.14686412, 1.7134959085522579, 0.10724692249925422, 35, 29.681484672367652, 89.66666666666667, 'Low Risk'),
(27187, 80, 16, '47:45.8', 37.206039502398745, 99.78759299, 114, 89, 23, 'Male', 72.03467863914976, 1.8907337828604436, 0.062319178759681584, 25, 20.150269310315004, 97.33333333333333, 'Low Risk'),
(27188, 90, 13, '46:45.8', 36.59517010247857, 95.55957619437625, 132, 86, 22, 'Female', 88.48965629606248, 1.8626971560264902, 0.066299889, 46, 25.503982709742296, 101.33333333333333, 'Low Risk'),
(27189, 91, 16, '45:45.8', 36.93960744295831, 97.13948767088044, 117, 88, 56, 'Female', 58.83181449548226, 1.8974579165420928, 0.060637577364474116, 29, 16.34059770618377, 97.66666666666667, 'High Risk'),
(27190, 68, 12, '44:45.8', 36.512258661364896, 96.09951792652411, 116, 79, 47, 'Male', 67.81397489188188, 1.9904563424217103, 0.055338743, 37, 17.116457585388883, 91.33333333333333, 'High Risk'),
(27191, 75, 17, '43:45.8', 36.41155256454799, 95.72329987965755, 118, 86, 87, 'Male', 97.13191509708861, 1.9933732231885086, 0.076712196, 32, 24.444699978067508, 96.66666666666667, 'Low Risk'),
(27192, 86, 19, '42:45.8', 36.65393157144683, 97.24301803632073, 135, 84, 62, 'Female', 75.67059481012485, 1.534704183202905, 0.11184748478020773, 51, 32.127563746606526, 101, 'High Risk'),
(27193, 81, 16, '41:45.8', 36.16371267610684, 98.67488711256146, 134, 87, 83, 'Female', 74.26870197985582, 1.7595623502105147, 0.12556441761233744, 47, 23.988136545542595, 102.66666666666667, 'Low Risk'),
(27194, 62, 13, '40:45.8', 37.18184407776132, 98.01558462604554, 121, 81, 66, 'Male', 93.04132303427798, 1.7132690054951587, 0.058091688, 40, 31.69748178730848, 94.33333333333333, 'High Risk'),
(27195, 75, 18, '39:45.8', 36.61025290235357, 99.93888845578465, 116, 71, 41, 'Male', 59.12051853239764, 1.601392154876555, 0.11845397732749142, 45, 23.053816993711862, 86, 'Low Risk'),
(27196, 60, 16, '38:45.8', 36.78104695084948, 98.06584579852203, 111, 84, 45, 'Male', 60.86891896297833, 1.5507086373737518, 0.061025516098683376, 27, 25.312507948175668, 93, 'Low Risk'),
(27197, 89, 13, '37:45.8', 36.17722852565504, 96.79437450343266, 115, 80, 36, 'Female', 97.15120915906056, 1.7674519275782052, 0.067887131, 35, 31.099470122245453, 91.66666666666667, 'High Risk'),
(27198, 81, 15, '36:45.8', 36.10331189948003, 99.19545842118968, 117, 83, 80, 'Female', 84.03283182, 1.5361418539687453, 0.10526758004700576, 34, 35.61117919278247, 94.33333333333333, 'High Risk'),
(27199, 64, 16, '35:45.8', 37.11532101357535, 97.18474186034602, 134, 78, 40, 'Female', 63.86127248468821, 1.663638713983492, 0.074652374, 56, 23.073821663930783, 96.66666666666666, 'Low Risk'),
(27200, 68, 18, '34:45.8', 37.03796329498572, 96.18693914738077, 120, 72, 65, 'Male', 97.14340210258202, 1.9514625829890062, 0.10879074793569476, 48, 25.508965815955825, 88, 'Low Risk'),
(27201, 91, 16, '33:45.8', 36.51444739250649, 99.69911479658539, 110, 71, 68, 'Female', 79.85968740663839, 1.7044572846594073, 0.11686246534655925, 39, 27.488773459002978, 84, 'High Risk'),
(27202, 94, 17, '32:45.8', 37.19946217, 96.66112987095184, 114, 80, 39, 'Female', 83.68560452237126, 1.7121320733137786, 0.075567224, 34, 28.548035738475708, 91.33333333333333, 'High Risk'),
(27203, 79, 15, '31:45.8', 37.13246132709053, 96.31181404886954, 111, 85, 18, 'Female', 75.24824478208706, 1.8814746922922234, 0.11012234272403218, 26, 21.25688446891224, 93.66666666666667, 'Low Risk'),
(27204, 77, 13, '30:45.8', 36.403331529110666, 98.86739370573446, 111, 80, 88, 'Male', 99.61666982, 1.7784559923959935, 0.11441997324222836, 31, 31.495301707104442, 90.33333333333333, 'High Risk'),
(27205, 77, 19, '29:45.8', 36.35178071251686, 95.80982878668135, 114, 84, 32, 'Female', 63.077047448611225, 1.797572143739641, 0.081818237, 30, 19.52084880158471, 94, 'Low Risk'),
(27206, 95, 19, '28:45.8', 36.008895307840575, 97.77821263542153, 138, 78, 47, 'Female', 76.16173996, 1.8087614019356661, 0.071674659, 60, 23.27953459266301, 98, 'High Risk'),
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(27383, 69, 19, '31:45.8', 36.651424575238195, 99.64404205624876, 136, 71, 19, 'Female', 70.07755565948348, 1.7702405419728349, 0.089812113, 65, 22.362192391458567, 92.66666666666666, 'Low Risk'),
(27384, 70, 12, '30:45.8', 37.359732021019276, 99.23415725, 133, 71, 52, 'Male', 77.98944348, 1.6992854885499287, 0.13289002569116737, 62, 27.00866536203348, 91.66666666666666, 'Low Risk'),
(27385, 81, 17, '29:45.8', 37.229304082467614, 97.58422047664666, 121, 81, 45, 'Female', 80.28979683607966, 1.9882305410179195, 0.10998318050052455, 40, 20.31079288922902, 94.33333333333333, 'Low Risk'),
(27386, 95, 12, '28:45.8', 36.77881023247998, 97.55589471036359, 112, 78, 25, 'Male', 81.76260445582193, 1.5613511162144948, 0.13225754607968787, 34, 33.539266533226815, 89.33333333333333, 'High Risk'),
(27387, 72, 12, '27:45.8', 37.16026608784122, 98.53513157232966, 134, 84, 70, 'Male', 82.67202616873642, 1.5108096815787957, 0.12268222666209508, 50, 36.21921749209171, 100.66666666666666, 'High Risk'),
(27388, 73, 18, '26:45.8', 36.69727733785993, 95.80350611470516, 134, 86, 52, 'Male', 75.72561011755339, 1.8420587652683966, 0.059129919, 48, 22.317000299803077, 102, 'Low Risk'),
(27389, 77, 16, '25:45.8', 36.80137839006148, 98.24399190971009, 139, 79, 19, 'Female', 92.67331755, 1.6846363024281648, 0.083584909, 60, 32.65445201300968, 99, 'High Risk'),
(27390, 95, 17, '24:45.8', 36.235841055570816, 97.21942485901985, 125, 82, 33, 'Female', 93.27021956, 1.714823766715675, 0.05844369, 43, 31.717869731401077, 96.33333333333333, 'High Risk'),
(27391, 98, 13, '23:45.8', 37.1132201, 98.37223641694966, 111, 74, 52, 'Female', 85.47598176530644, 1.5577296405744834, 0.13271042001947597, 37, 35.225724180027356, 86.33333333333333, 'High Risk'),
(27392, 95, 12, '22:45.8', 37.384309956678386, 97.00983476039907, 124, 76, 77, 'Male', 75.13314210011127, 1.8357405152198205, 0.1365495886478721, 48, 22.29507643502977, 92, 'High Risk'),
(27393, 94, 12, '21:45.8', 36.476542919521535, 95.88880702609653, 115, 72, 40, 'Female', 57.53919364, 1.8591777074009606, 0.064576304, 43, 16.646462804915675, 86.33333333333333, 'High Risk'),
(27394, 89, 17, '20:45.8', 37.30705046168471, 96.80023534935619, 114, 80, 70, 'Female', 84.99976438844087, 1.9178239498229699, 0.088322705, 34, 23.110016006674666, 91.33333333333333, 'Low Risk'),
(27395, 99, 15, '19:45.8', 36.24613736510365, 95.96034489004755, 139, 86, 42, 'Female', 77.03354035577246, 1.6523989982457876, 0.13239195968648204, 53, 28.213048267529587, 103.66666666666666, 'High Risk'),
(27396, 89, 19, '18:45.8', 36.66557752187512, 96.95228629828291, 112, 73, 18, 'Male', 87.00807929246369, 1.837339628598066, 0.1396818311818781, 39, 25.77393312228224, 86, 'Low Risk'),
(27397, 81, 18, '17:45.8', 36.155069857918825, 95.85191442033332, 125, 70, 89, 'Male', 61.53122562699796, 1.8230997911171773, 0.1410299718853011, 55, 18.512909716415678, 88.33333333333333, 'Low Risk'),
(27398, 70, 19, '16:45.8', 36.16340644273396, 95.73407269, 123, 72, 63, 'Male', 88.14495412, 1.5996151091124413, 0.14984421036927642, 51, 34.448194206673215, 89, 'High Risk'),
(27399, 71, 18, '15:45.8', 37.41396232951673, 97.86451051676212, 116, 72, 81, 'Female', 92.33061366963645, 1.7689778385889923, 0.11692890128116087, 44, 29.505361345060923, 86.66666666666667, 'Low Risk'),
(27400, 97, 14, '14:45.8', 36.68112837341698, 98.39112317887927, 117, 70, 37, 'Female', 96.72304935485505, 1.7652690929029262, 0.05775315, 47, 31.039030309563504, 85.66666666666667, 'High Risk'),
(27401, 67, 15, '13:45.8', 36.759982474537665, 99.15166903537671, 117, 75, 24, 'Female', 94.64773107692454, 1.652126961220081, 0.064972926, 42, 34.675550958239825, 89, 'High Risk'),
(27402, 81, 12, '12:45.8', 36.98524694397545, 98.99950448960308, 118, 84, 37, 'Male', 65.81378923739865, 1.6511601488722274, 0.078120555, 34, 24.140068578208925, 95.33333333333333, 'Low Risk'),
(27403, 68, 17, '11:45.8', 37.30816668997667, 99.55642581089458, 138, 86, 32, 'Male', 80.32790561879527, 1.5308309618605573, 0.068284334, 52, 34.27772331114098, 103.33333333333333, 'High Risk'),
(27404, 79, 14, '10:45.8', 36.49028796042472, 98.56406886, 133, 79, 27, 'Male', 67.21923527, 1.5424134111728074, 0.070065599, 54, 28.254783368216753, 97, 'Low Risk'),
(27405, 74, 16, '09:45.8', 36.71575873785538, 95.79928564, 117, 89, 60, 'Male', 72.61419119816509, 1.870423404777133, 0.10525645595447009, 28, 20.75590374, 98.33333333333333, 'Low Risk'),
(27406, 83, 14, '08:45.8', 37.37165063772684, 97.84518531237568, 133, 89, 47, 'Male', 55.55648159398686, 1.9310608197438144, 0.13671213972261698, 44, 14.898509743516067, 103.66666666666667, 'High Risk'),
(27407, 88, 13, '07:45.8', 36.500354230040216, 98.97097217616809, 110, 73, 34, 'Female', 60.60102406973188, 1.7226257126554303, 0.051090911758085736, 37, 20.42199250118752, 85.33333333333333, 'Low Risk'),
(27408, 86, 16, '06:45.8', 36.330426647997704, 98.87396661993087, 137, 83, 58, 'Male', 70.11263381990352, 1.756382820609001, 0.060123336, 54, 22.727827305573534, 101, 'Low Risk'),
(27409, 86, 17, '05:45.8', 36.50782413944243, 95.54224637382461, 126, 75, 59, 'Male', 86.94039490685297, 1.5598918786349172, 0.10808182105052837, 51, 35.72996695771827, 92, 'High Risk'),
(27410, 71, 16, '04:45.8', 36.77271781900958, 96.32482284187809, 139, 81, 73, 'Male', 62.87662186830862, 1.7846987095204674, 0.06532834, 58, 19.740556036322896, 100.33333333333333, 'Low Risk'),
(27411, 96, 15, '03:45.8', 37.43948391512329, 96.28507493822302, 124, 89, 18, 'Male', 73.81160152103182, 1.8851189328322566, 0.12099322999221038, 35, 20.77050797903192, 100.66666666666667, 'High Risk'),
(27412, 76, 16, '02:45.8', 36.983879523783585, 98.78195575515517, 116, 83, 60, 'Female', 58.30699011923841, 1.6920746331663552, 0.10960359150477221, 33, 20.36486772777529, 94, 'Low Risk'),
(27413, 86, 15, '01:45.8', 36.475617889257435, 98.13184930604989, 110, 81, 45, 'Male', 55.26374210849859, 1.792012591203557, 0.09218799, 29, 17.209100688345664, 90.66666666666667, 'High Risk'),
(27414, 60, 16, '00:45.8', 36.45282883989153, 96.75106917586758, 130, 89, 48, 'Male', 85.08803801897963, 1.5261142034296242, 0.12847876514202594, 41, 36.53376585655817, 102.66666666666667, 'High Risk'),
(27415, 96, 12, '59:45.8', 37.16120678269053, 95.11490225099065, 132, 84, 76, 'Female', 73.95792033337978, 1.8762058016829875, 0.072432406, 48, 21.009888196647886, 100, 'High Risk'),
(27416, 94, 13, '58:45.8', 37.31950024234155, 99.49287724914345, 132, 83, 24, 'Male', 73.71046169708507, 1.9401385699163622, 0.13625265314906101, 49, 19.582296969425727, 99.33333333333333, 'High Risk'),
(27417, 90, 17, '57:45.8', 36.37949194955001, 98.05228840617706, 131, 77, 60, 'Female', 71.68658614332546, 1.7452955086210429, 0.083243208, 54, 23.534228010748635, 95, 'Low Risk'),
(27418, 86, 12, '56:45.8', 36.07341745468933, 99.47288186904485, 134, 81, 60, 'Male', 76.67425362024306, 1.8443863070696207, 0.12895923967933803, 53, 22.539577885632866, 98.66666666666666, 'Low Risk'),
(27419, 98, 14, '55:45.8', 36.23660564572904, 96.42484588420464, 136, 73, 70, 'Female', 85.94482579, 1.6401453342305168, 0.11247401236328053, 63, 31.94883819840488, 94, 'High Risk'),
(27420, 83, 13, '54:45.8', 36.48588332870577, 98.18636215331277, 118, 76, 64, 'Female', 86.70961512214872, 1.7506097359933364, 0.095719721, 42, 28.293624117446555, 90, 'Low Risk'),
(27421, 67, 13, '53:45.8', 36.97228680715952, 98.71395118506149, 128, 72, 79, 'Female', 73.30356707372087, 1.7352453617454362, 0.13875299050780787, 56, 24.344638176614847, 90.66666666666666, 'Low Risk'),
(27422, 68, 19, '52:45.8', 36.26652565, 96.68130547719403, 137, 87, 62, 'Female', 52.953426274781755, 1.846503847939983, 0.10423421093719379, 50, 15.530793014590921, 103.66666666666666, 'High Risk'),
(27423, 81, 15, '51:45.8', 37.352827625648935, 95.19041915750994, 123, 88, 60, 'Male', 57.59213770179928, 1.5077938296190458, 0.11267914512753847, 35, 25.332571408682988, 99.66666666666667, 'Low Risk'),
(27424, 71, 17, '50:45.8', 36.81674132733633, 96.38530128060407, 112, 73, 49, 'Female', 93.10245459805823, 1.8520502720827825, 0.12836361828138132, 39, 27.142858901463327, 86, 'Low Risk'),
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(27426, 90, 19, '48:45.8', 36.46095504044874, 96.45911137717088, 126, 71, 79, 'Female', 56.08214709341384, 1.6937460256947707, 0.11713351614561761, 55, 19.549157871419926, 89.33333333333333, 'Low Risk'),
(27427, 90, 13, '47:45.8', 36.67547635452049, 95.1364077, 121, 79, 82, 'Female', 89.60745596014984, 1.7399246324199975, 0.0804575, 42, 29.59942499170473, 93, 'Low Risk'),
(27428, 90, 17, '46:45.8', 36.29838663880803, 99.23570794092885, 110, 81, 82, 'Male', 85.13023138428278, 1.5502221265996377, 0.12446354718318355, 29, 35.423865569101395, 90.66666666666667, 'High Risk'),
(27429, 62, 13, '45:45.8', 36.64022222368238, 98.82208855, 113, 86, 67, 'Male', 83.59168422140779, 1.8582935663633673, 0.077175761, 27, 24.20663540192991, 95, 'Low Risk'),
(27430, 68, 16, '44:45.8', 37.466517025245864, 97.08884796694458, 115, 83, 70, 'Male', 86.36818628168226, 1.9766481067238661, 0.099731148, 32, 22.105232033611696, 93.66666666666667, 'Low Risk'),
(27431, 87, 17, '43:45.8', 36.18344557098401, 96.07406393684435, 122, 75, 66, 'Male', 58.604340496531634, 1.7525564913100504, 0.13611028555457128, 47, 19.080323399472547, 90.66666666666667, 'Low Risk'),
(27432, 89, 15, '42:45.8', 36.47991003524214, 97.80234327, 118, 88, 70, 'Male', 50.87216727492799, 1.9258664481652852, 0.127348599, 30, 13.716013560722077, 98, 'High Risk'),
(27433, 74, 18, '41:45.8', 36.41686838334671, 98.79548896153997, 126, 75, 66, 'Female', 85.95475183940145, 1.9418728955138649, 0.087623674, 51, 22.794406605414743, 92, 'Low Risk'),
(27434, 86, 19, '40:45.8', 36.685235509342874, 96.78043281271253, 118, 89, 30, 'Female', 55.319895761902174, 1.7981847237591926, 0.1252343496737211, 29, 17.10853195897541, 98.66666666666667, 'High Risk'),
(27435, 97, 16, '39:45.8', 37.01031737400765, 98.85880581839547, 127, 74, 88, 'Female', 60.41635764, 1.6855200498205785, 0.071831934, 53, 21.266043271182347, 91.66666666666666, 'High Risk'),
(27436, 69, 12, '38:45.8', 36.37519062347273, 99.77346069, 127, 75, 28, 'Male', 76.18576441006485, 1.543066199394457, 0.1257503268138214, 52, 31.996664899191305, 92.33333333333333, 'High Risk'),
(27437, 99, 13, '37:45.8', 36.63148676897013, 97.23402635, 130, 80, 78, 'Female', 97.54837413414575, 1.5150343074469603, 0.066815503, 50, 42.49864666, 96.66666666666666, 'High Risk'),
(27438, 75, 12, '36:45.8', 36.695221435822454, 99.97621584229577, 119, 89, 68, 'Female', 58.96628111366119, 1.5976652553071466, 0.085525909, 30, 23.101073255914326, 99, 'Low Risk'),
(27439, 85, 13, '35:45.8', 37.498664336550384, 97.78479344, 138, 72, 21, 'Female', 51.68560618048922, 1.6808030930271936, 0.1130513689631141, 66, 18.295148415640057, 94, 'High Risk'),
(27440, 87, 19, '34:45.8', 37.24678505163554, 97.21149167439673, 137, 84, 42, 'Male', 85.80912646, 1.5511464191177669, 0.075022431, 53, 35.66382266528142, 101.66666666666666, 'High Risk'),
(27441, 75, 16, '33:45.8', 36.890292984181045, 95.37493788425627, 126, 76, 73, 'Male', 92.75730416, 1.7895988753833239, 0.081662622, 50, 28.962545012355925, 92.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(27442, 89, 16, '32:45.8', 36.101341506847305, 98.00556460821592, 132, 80, 59, 'Male', 89.27558243093628, 1.9624327696127226, 0.12568497397731687, 52, 23.181584509750593, 97.33333333333333, 'Low Risk'),
(27443, 96, 17, '31:45.8', 36.57916241121073, 97.83961444998855, 115, 70, 48, 'Male', 51.075849896749645, 1.8993368147624112, 0.066133118, 45, 14.158316925056718, 85, 'High Risk'),
(27444, 93, 12, '30:45.8', 37.06743409666725, 95.45325141311586, 131, 76, 88, 'Female', 68.42990889311909, 1.5823020199640347, 0.10397744654950034, 55, 27.33173471616292, 94.33333333333333, 'High Risk'),
(27445, 68, 13, '29:45.8', 36.79852335787508, 95.17551543431956, 110, 75, 62, 'Female', 93.12728378061561, 1.5834737893705921, 0.10035773031519946, 35, 37.141135582248474, 86.66666666666667, 'High Risk'),
(27446, 87, 14, '28:45.8', 37.00044191021054, 96.62610502088067, 130, 83, 27, 'Female', 72.46334535265012, 1.6091271849724118, 0.060824999, 47, 27.98579418651155, 98.66666666666667, 'Low Risk'),
(27447, 98, 19, '27:45.8', 36.84887691190534, 98.77852911657929, 124, 85, 80, 'Female', 72.03639223792831, 1.6725733342710258, 0.14320008147242425, 39, 25.750259912698816, 98, 'High Risk'),
(27448, 62, 12, '26:45.8', 37.470681891387386, 99.00305127228651, 139, 78, 22, 'Female', 94.02002758959463, 1.6100053984929927, 0.10420076855241728, 61, 36.27151617430815, 98.33333333333333, 'High Risk'),
(27449, 76, 19, '25:45.8', 37.363589433044716, 99.31396494925548, 132, 82, 26, 'Male', 97.73353337740741, 1.6799374531162181, 0.10695015465797846, 50, 34.63038941291607, 98.66666666666666, 'High Risk'),
(27450, 65, 12, '24:45.8', 36.43375800311843, 99.30035418, 133, 82, 51, 'Male', 89.92320675, 1.6307108628218978, 0.14866190273547003, 51, 33.81565915765054, 99, 'High Risk'),
(27451, 76, 14, '23:45.8', 36.47899299806385, 97.37634685318328, 121, 79, 50, 'Male', 77.01217544192845, 1.7151667984556982, 0.13925884664827837, 42, 26.178615181847317, 93, 'Low Risk'),
(27452, 73, 13, '22:45.8', 37.13917334077793, 98.18892783189474, 129, 74, 88, 'Male', 59.11943099941772, 1.9322984732252857, 0.084593131, 55, 15.833678559314341, 92.33333333333333, 'High Risk'),
(27453, 76, 12, '21:45.8', 37.35461624952569, 99.90907592061792, 114, 84, 87, 'Male', 91.15546610693366, 1.7080053107361386, 0.058366414, 30, 31.246708986459033, 94, 'High Risk'),
(27454, 84, 15, '20:45.8', 36.07883316920481, 96.88161405572363, 121, 78, 59, 'Female', 77.11229684219037, 1.9062703422552527, 0.13785825764368415, 43, 21.220453294921054, 92.33333333333333, 'Low Risk'),
(27455, 66, 19, '19:45.8', 37.39970095323115, 99.94324995147295, 114, 88, 60, 'Female', 71.10888437, 1.827789250084177, 0.1368654591030692, 26, 21.284900657685853, 96.66666666666667, 'Low Risk'),
(27456, 67, 13, '18:45.8', 37.427365959719644, 96.71210923507026, 119, 86, 85, 'Female', 50.72470327895238, 1.5033080282123594, 0.1270153364555786, 33, 22.44520424591662, 97, 'Low Risk'),
(27457, 80, 13, '17:45.8', 36.313616404752345, 98.02876358064816, 130, 77, 71, 'Female', 60.88586603953422, 1.8676989055623467, 0.058899202, 53, 17.454312980790018, 94.66666666666666, 'High Risk'),
(27458, 85, 14, '16:45.8', 36.54245435532532, 97.92455977012051, 120, 79, 79, 'Male', 79.46499955989663, 1.891084707, 0.10176630909624795, 41, 22.220504764832214, 92.66666666666667, 'Low Risk'),
(27459, 83, 17, '15:45.8', 36.867646968214295, 97.49510299166253, 121, 82, 49, 'Female', 70.67482752494178, 1.767985698160257, 0.1430641313739123, 39, 22.610348808880552, 95, 'Low Risk'),
(27460, 76, 19, '14:45.8', 36.209150639536574, 97.84482915229268, 127, 83, 67, 'Male', 86.84575970668585, 1.967470503880121, 0.1469518912604173, 44, 22.43531431298417, 97.66666666666667, 'Low Risk'),
(27461, 86, 13, '13:45.8', 36.22418587105137, 97.67534698, 116, 83, 63, 'Male', 55.82000373969876, 1.9426354565755637, 0.083790085, 33, 14.791330427650957, 94, 'High Risk'),
(27462, 98, 14, '12:45.8', 36.75627450816089, 98.96040495471624, 135, 81, 74, 'Female', 63.30367907827452, 1.5395615657426225, 0.071386502, 54, 26.707597944046096, 99, 'High Risk'),
(27463, 80, 13, '11:45.8', 37.28209302208204, 96.31064596, 112, 73, 83, 'Female', 91.81018370745066, 1.8603722974725596, 0.11518530789172222, 39, 26.52718270875094, 86, 'Low Risk'),
(27464, 94, 18, '10:45.8', 36.403930872849365, 98.27265346, 115, 77, 68, 'Male', 79.24639952367183, 1.7594258226087651, 0.074565304, 38, 25.59986153058354, 89.66666666666667, 'High Risk'),
(27465, 72, 19, '09:45.8', 36.22163305837103, 99.26450482920363, 135, 79, 39, 'Female', 80.75217000128097, 1.655838304618983, 0.13494460344513887, 56, 29.452241424958128, 97.66666666666666, 'Low Risk'),
(27466, 91, 17, '08:45.8', 37.44993900946807, 99.59131556, 123, 73, 28, 'Female', 83.34992558608928, 1.6516904770435534, 0.12824431708220257, 50, 30.552579776299936, 89.66666666666666, 'High Risk'),
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(27644, 75, 18, '10:45.8', 36.013125432684056, 98.50626167421508, 130, 75, 74, 'Male', 54.41451663542014, 1.584006422103153, 0.1140451109301152, 55, 21.687070916805467, 93.33333333333333, 'Low Risk'),
(27645, 88, 17, '09:45.8', 36.594507711601324, 95.79267977, 130, 71, 67, 'Female', 60.09834043742235, 1.735536585042717, 0.06707563, 59, 19.95239038192448, 90.66666666666666, 'Low Risk'),
(27646, 86, 14, '08:45.8', 36.62832860098199, 95.38526432280968, 126, 89, 52, 'Male', 78.35386404748907, 1.5686756004888482, 0.10188673602511333, 37, 31.84154525823903, 101.33333333333333, 'High Risk'),
(27647, 71, 13, '07:45.8', 36.87406336722675, 95.58761308869317, 129, 84, 85, 'Male', 61.76237249775163, 1.5459733531502684, 0.1224017299678129, 45, 25.84163347084485, 99, 'Low Risk'),
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(27651, 94, 19, '03:45.8', 36.847895150617475, 99.63865267729388, 136, 72, 65, 'Male', 61.16720666467504, 1.8787788656325521, 0.12686257939427706, 64, 17.328753166611385, 93.33333333333333, 'High Risk'),
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(27655, 85, 16, '59:45.8', 36.030099617310015, 96.44945840312229, 139, 76, 87, 'Male', 52.70466360235946, 1.6044065310419255, 0.10005843544017277, 63, 20.474825227616194, 97, 'Low Risk'),
(27656, 79, 15, '58:45.8', 36.90885835152216, 98.36785491276216, 121, 73, 88, 'Female', 78.55940359097389, 1.882966227414821, 0.063981819, 48, 22.15711013413274, 89, 'Low Risk'),
(27657, 65, 18, '57:45.8', 36.90663979553143, 96.72396173070757, 132, 89, 76, 'Male', 66.75991567733638, 1.8322265570612914, 0.076940581, 43, 19.886457759416732, 103.33333333333333, 'Low Risk'),
(27658, 60, 12, '56:45.8', 36.73074153475597, 98.93857659359513, 114, 71, 87, 'Male', 54.66479244770156, 1.9725336002802183, 0.06585989, 43, 14.049435796831322, 85.33333333333333, 'High Risk'),
(27659, 72, 17, '55:45.8', 36.19996984066001, 99.86715121179287, 132, 78, 28, 'Female', 88.76445953747523, 1.7015879226876556, 0.097176148, 54, 30.657047323336084, 96, 'High Risk'),
(27660, 69, 15, '54:45.8', 36.16040630868261, 97.94313717600744, 138, 72, 24, 'Male', 90.49408702218705, 1.7290224531349987, 0.14361570607047103, 66, 30.270454148399715, 94, 'High Risk'),
(27661, 60, 19, '53:45.8', 37.36680171352058, 95.25644730639645, 121, 72, 69, 'Male', 83.71869724640888, 1.540942195202748, 0.070249087, 49, 35.25735809633088, 88.33333333333333, 'High Risk'),
(27662, 94, 18, '52:45.8', 37.23304165317823, 99.38854640481607, 112, 83, 18, 'Female', 81.28524762868471, 1.8513905714185583, 0.11511470838971109, 29, 23.714590940043024, 92.66666666666667, 'High Risk'),
(27663, 64, 19, '51:45.8', 36.953894562506505, 97.66650517, 122, 84, 82, 'Male', 79.08413832842086, 1.551466817735019, 0.10744953057917328, 38, 32.85522185643968, 96.66666666666667, 'High Risk'),
(27664, 69, 13, '50:45.8', 36.01614549323605, 99.58151675484933, 120, 85, 62, 'Male', 72.99968638151807, 1.7719163814914052, 0.11826156711973293, 35, 23.250620512940493, 96.66666666666667, 'Low Risk'),
(27665, 69, 17, '49:45.8', 36.550622890841694, 97.42911815323927, 130, 75, 45, 'Female', 52.62828217238755, 1.8173715452532488, 0.092372572, 55, 15.934254397012557, 93.33333333333333, 'High Risk'),
(27666, 70, 16, '48:45.8', 36.40193742944638, 98.50395678533101, 122, 71, 55, 'Female', 52.92501529063259, 1.7694782192551466, 0.086551429, 51, 16.903263037646653, 88, 'High Risk'),
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(27669, 89, 19, '45:45.8', 36.23690464526844, 96.85819667863774, 118, 76, 61, 'Male', 95.33402516762217, 1.9650895647199764, 0.11329533632893958, 42, 24.68784779703162, 90, 'Low Risk'),
(27670, 90, 12, '44:45.8', 37.47695153936951, 95.20733219497066, 121, 89, 49, 'Male', 60.217903981977976, 1.6945862199634751, 0.10638273123418063, 32, 20.969993404771103, 99.66666666666667, 'Low Risk'),
(27671, 65, 12, '43:45.8', 37.257410976426065, 99.82122049260738, 130, 80, 73, 'Female', 98.19167342075323, 1.5074552407275552, 0.1388523499685185, 50, 43.21015354850602, 96.66666666666666, 'High Risk'),
(27672, 80, 16, '42:45.8', 37.185859679925244, 99.28727557478612, 129, 83, 56, 'Male', 62.28680841175591, 1.559343130541507, 0.12288585576961213, 46, 25.616081440751547, 98.33333333333333, 'Low Risk'),
(27673, 78, 18, '41:45.8', 37.14417011546502, 99.68973088728384, 111, 81, 88, 'Female', 55.938476894663815, 1.8469424965545431, 0.072431367, 30, 16.398491113395323, 91, 'High Risk'),
(27674, 81, 19, '40:45.8', 37.47251795650583, 96.36879283, 114, 79, 74, 'Male', 87.5032355, 1.5602505526752306, 0.098727498, 35, 35.944746201330524, 90.66666666666667, 'High Risk'),
(27675, 62, 13, '39:45.8', 36.28566950471745, 95.44954410626936, 129, 80, 70, 'Male', 79.51113699625256, 1.6687629046499357, 0.089690738, 49, 28.552141650935937, 96.33333333333333, 'Low Risk'),
(27676, 79, 15, '38:45.8', 36.93908275676067, 97.89543516832381, 120, 80, 18, 'Male', 66.15578308, 1.5664768343432027, 0.14975822693201168, 40, 26.95999833360803, 93.33333333333333, 'Low Risk'),
(27677, 61, 17, '37:45.8', 36.08784647678719, 95.87883953334932, 137, 80, 23, 'Male', 70.37223814, 1.8290127991362946, 0.14025504528440458, 57, 21.036228251761884, 99, 'Low Risk'),
(27678, 82, 13, '36:45.8', 37.170851031671305, 98.03519724860939, 122, 80, 48, 'Female', 91.78351260304231, 1.8495617266852173, 0.13215266955518482, 42, 26.830391793991566, 94, 'Low Risk'),
(27679, 70, 17, '35:45.8', 36.23885142204454, 97.01657205054954, 125, 75, 44, 'Male', 87.33549806491709, 1.7803503882840357, 0.11262010826976307, 50, 27.553694196408127, 91.66666666666666, 'Low Risk'),
(27680, 80, 14, '34:45.8', 36.19917018062688, 96.82392311787902, 138, 72, 35, 'Male', 75.66662083583286, 1.5471599972375245, 0.13992698243885165, 66, 31.61068328932049, 94, 'High Risk'),
(27681, 67, 14, '33:45.8', 36.93059175761625, 99.20153750113248, 117, 83, 80, 'Male', 61.08557154411773, 1.5423869194153321, 0.10013432146349831, 34, 25.677454883516766, 94.33333333333333, 'Low Risk'),
(27682, 86, 13, '32:45.8', 37.30451874640333, 98.21623878624162, 120, 71, 54, 'Female', 63.39466764187751, 1.9870395361831108, 0.13121312730572082, 49, 16.05608699523866, 87.33333333333333, 'High Risk'),
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(27686, 94, 17, '28:45.8', 36.64510401160954, 97.27068671989225, 120, 71, 89, 'Male', 59.80278483059926, 1.7015116304515905, 0.10614263884775352, 49, 20.65625394950075, 87.33333333333333, 'High Risk'),
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(27688, 64, 13, '26:45.8', 36.54714949417627, 97.08576719, 116, 74, 67, 'Female', 97.61636041, 1.7138880038262958, 0.13398919002114443, 42, 33.23209595102581, 88, 'High Risk'),
(27689, 64, 15, '25:45.8', 36.74334355742986, 99.47988402, 124, 80, 68, 'Female', 58.55016791112277, 1.8740543029893988, 0.12319179435296133, 44, 16.67108258846926, 94.66666666666667, 'High Risk'),
(27690, 78, 14, '24:45.8', 36.87366380140486, 95.77928608715105, 133, 80, 73, 'Male', 90.06155566092059, 1.950660119812742, 0.066506645, 53, 23.668799683615887, 97.66666666666666, 'Low Risk'),
(27691, 69, 17, '23:45.8', 36.882180548587456, 97.35973266447722, 120, 73, 69, 'Male', 75.20504296018701, 1.9056701367080076, 0.083569072, 47, 20.708636600020206, 88.66666666666667, 'Low Risk'),
(27692, 67, 14, '22:45.8', 36.864080103807424, 95.62217471135422, 128, 80, 86, 'Male', 94.4181974, 1.8572826452275093, 0.07465724, 48, 27.37156967018372, 96, 'Low Risk'),
(27693, 90, 14, '21:45.8', 36.217291740474735, 96.71916119960073, 134, 84, 62, 'Female', 61.290693984942195, 1.9240741323972377, 0.13720399248233353, 50, 16.55582918952308, 100.66666666666666, 'High Risk'),
(27694, 74, 19, '20:45.8', 37.28773896394207, 97.48974829, 120, 82, 27, 'Male', 63.05803327821631, 1.9142989518871065, 0.058288834435544196, 38, 17.20762362173857, 94.66666666666667, 'High Risk'),
(27695, 80, 12, '19:45.8', 36.37358497818675, 96.13909507061304, 111, 75, 30, 'Female', 98.75231118446328, 1.9815523525247973, 0.065350802, 36, 25.149894457131808, 87, 'Low Risk'),
(27696, 81, 12, '18:45.8', 36.02379830965552, 96.38859056077462, 136, 86, 52, 'Female', 67.53259743324821, 1.8860934860330472, 0.11162929721233898, 50, 18.983969327827115, 102.66666666666666, 'Low Risk'),
(27697, 86, 19, '17:45.8', 36.547638599637146, 96.34838653204545, 131, 80, 73, 'Male', 60.48517241, 1.7623676833725324, 0.061359095, 51, 19.474032115067217, 97, 'Low Risk'),
(27698, 95, 13, '16:45.8', 36.672532602979935, 95.72915834691047, 123, 70, 59, 'Female', 95.89922836434042, 1.729323462360239, 0.073847985, 53, 32.06731849209448, 87.66666666666666, 'High Risk'),
(27699, 67, 18, '15:45.8', 36.28907535023483, 96.86253482, 139, 82, 30, 'Male', 71.06291331320924, 1.6327528623654162, 0.10896761886616857, 57, 26.656437053084808, 101, 'Low Risk'),
(27700, 66, 19, '14:45.8', 36.56431131026156, 99.02208463745134, 125, 77, 23, 'Male', 85.31173531907142, 1.6787766584832684, 0.071932553, 48, 30.27073259, 93, 'High Risk'),
(27701, 71, 13, '13:45.8', 36.372337746369716, 97.87019058, 137, 83, 73, 'Female', 50.47725622510876, 1.7646387259062688, 0.083033799, 54, 16.210041565440296, 101, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(27703, 99, 19, '11:45.8', 36.39528832, 97.87863669250932, 129, 84, 73, 'Male', 70.24802689262548, 1.669596283339374, 0.11724660313789077, 45, 25.20061803668451, 99, 'High Risk'),
(27704, 67, 15, '10:45.8', 36.331423358192154, 99.77019369908245, 129, 81, 30, 'Female', 75.54744524222674, 1.9531747725324151, 0.091852965, 48, 19.803300156469273, 97, 'Low Risk'),
(27705, 91, 19, '09:45.8', 37.328272571431064, 98.88560612111141, 128, 80, 21, 'Female', 70.69157954, 1.6777314681991802, 0.10874054906865926, 48, 25.11439871965654, 96, 'High Risk'),
(27706, 75, 18, '08:45.8', 37.40323508, 99.52333362006401, 120, 72, 62, 'Male', 94.26500441602792, 1.540865268257728, 0.12474855545814374, 48, 39.70280219327452, 88, 'High Risk'),
(27707, 70, 12, '07:45.8', 37.0096223, 95.29008586922514, 119, 71, 49, 'Female', 73.51760992342601, 1.5678693967339847, 0.056457417, 48, 29.90691477976257, 87, 'Low Risk'),
(27708, 88, 15, '06:45.8', 37.24796064460853, 99.62421604820325, 127, 76, 70, 'Female', 62.44011171033756, 1.7813902156862462, 0.076310957, 51, 19.676395624694464, 93, 'Low Risk'),
(27709, 66, 14, '05:45.8', 37.031626961402395, 98.15106498993016, 131, 84, 82, 'Male', 71.93167749049299, 1.9575715970438026, 0.079676985, 47, 18.77089058667621, 99.66666666666667, 'Low Risk'),
(27710, 85, 18, '04:45.8', 36.11163322728553, 95.34470445990439, 126, 71, 65, 'Female', 59.10664701281805, 1.625976830736351, 0.086884679, 55, 22.35669581265412, 89.33333333333333, 'Low Risk'),
(27711, 86, 19, '03:45.8', 36.340090241199164, 97.36332986835403, 120, 77, 85, 'Male', 80.35898922805116, 1.6168358559866034, 0.059942213720727416, 43, 30.739910722649057, 91.33333333333333, 'High Risk'),
(27712, 77, 18, '02:45.8', 37.43674353, 98.15965745488319, 123, 75, 73, 'Male', 61.32919583728943, 1.7811650017536484, 0.14676092947594085, 48, 19.331206676290783, 91, 'Low Risk'),
(27713, 99, 19, '01:45.8', 36.40278039003323, 99.78913167030605, 118, 78, 67, 'Female', 82.35610903533444, 1.6273652984136382, 0.1062031536166657, 40, 31.09751729381349, 91.33333333333333, 'High Risk'),
(27714, 72, 12, '00:45.8', 37.01370464197199, 96.60037755971243, 124, 87, 62, 'Female', 83.69775429996011, 1.5198278533166008, 0.11632267765824807, 37, 36.23472809837752, 99.33333333333333, 'High Risk'),
(27715, 86, 17, '59:45.8', 36.93115426536747, 98.53525451749913, 135, 84, 31, 'Female', 77.65818337319541, 1.8610798874968162, 0.078401435, 51, 22.42111444697523, 101, 'Low Risk'),
(27716, 95, 15, '58:45.8', 36.39811633090587, 98.91153620503377, 124, 87, 70, 'Male', 95.22606876171862, 1.7598855490473275, 0.11697452188112062, 37, 30.745885483112854, 99.33333333333333, 'High Risk'),
(27717, 62, 15, '57:45.8', 36.62851762034364, 97.70299606, 131, 78, 27, 'Male', 51.325213868040954, 1.8541376803306886, 0.14558920601670328, 53, 14.929553107569655, 95.66666666666666, 'High Risk'),
(27718, 63, 15, '56:45.8', 36.84526494521801, 99.55887163088194, 114, 78, 81, 'Female', 64.00281710350683, 1.7063721478209803, 0.1080545207119332, 36, 21.981209349726438, 90, 'Low Risk'),
(27719, 88, 15, '55:45.8', 36.59798111602545, 99.73322433, 139, 81, 24, 'Male', 64.70360819434461, 1.6934527968305635, 0.080390862, 58, 22.56224487474943, 100.33333333333333, 'Low Risk'),
(27720, 63, 16, '54:45.8', 36.25532662170791, 96.37708888359215, 126, 79, 88, 'Male', 52.68388483946791, 1.5458864439813382, 0.059344228, 47, 22.04563507, 94.66666666666667, 'Low Risk'),
(27721, 94, 16, '53:45.8', 36.903798878982236, 97.15331269564294, 114, 80, 70, 'Male', 53.40565919982705, 1.874151717996885, 0.1325909343172021, 34, 15.204697678665507, 91.33333333333333, 'High Risk'),
(27722, 80, 18, '52:45.8', 37.25859345068417, 97.52423437324155, 130, 85, 69, 'Female', 79.36523883969531, 1.6866817981097684, 0.12118121564523411, 45, 27.89741808526097, 100, 'Low Risk'),
(27723, 61, 19, '51:45.8', 36.7929733, 98.01461508834002, 125, 76, 66, 'Female', 73.13062232992121, 1.7061530058590044, 0.12304315032792765, 49, 25.12252679, 92.33333333333333, 'Low Risk'),
(27724, 99, 19, '50:45.8', 37.315480690954715, 98.22321257295016, 137, 89, 72, 'Female', 77.21709128976218, 1.815741193610499, 0.12569747, 48, 23.421005984126552, 105, 'High Risk'),
(27725, 80, 13, '49:45.8', 36.905107194848895, 98.83220047573153, 116, 80, 33, 'Male', 94.65482545339432, 1.6724012764293623, 0.10367186061145177, 36, 33.842448623359964, 92, 'High Risk'),
(27726, 90, 13, '48:45.8', 37.40030884752675, 95.81147012006713, 132, 73, 64, 'Male', 61.23538766800786, 1.982067039595671, 0.12047841680372663, 59, 15.587116897751072, 92.66666666666666, 'High Risk'),
(27727, 92, 16, '47:45.8', 36.24671757, 96.94852539055758, 126, 89, 20, 'Female', 54.81667658293466, 1.9084645532835756, 0.053708435, 37, 15.05027743068149, 101.33333333333333, 'High Risk'),
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(27904, 63, 18, '50:45.8', 36.04120708153143, 98.78425540239999, 113, 85, 79, 'Female', 89.39368717, 1.9333435331652171, 0.087849183, 28, 23.916013537096187, 94.33333333333333, 'Low Risk'),
(27905, 62, 17, '49:45.8', 36.89116030114054, 98.6362601, 124, 81, 79, 'Male', 71.14452523506073, 1.8498422281374474, 0.078008888, 43, 20.790843387831007, 95.33333333333333, 'Low Risk'),
(27906, 62, 14, '48:45.8', 36.831462903035074, 95.71300039309075, 116, 83, 78, 'Female', 84.26565697597395, 1.8571183415268067, 0.09189094, 33, 24.432699443495252, 94, 'Low Risk'),
(27907, 93, 17, '47:45.8', 36.98236936013818, 99.47280493081291, 111, 75, 29, 'Male', 98.72576518451885, 1.7430146346118693, 0.11120724046448016, 36, 32.495890408240086, 87, 'High Risk'),
(27908, 69, 18, '46:45.8', 36.69352763603633, 95.50718402833971, 138, 74, 27, 'Female', 78.43732789445127, 1.892848706394159, 0.11285417193645196, 64, 21.892279543630192, 95.33333333333333, 'Low Risk'),
(27909, 74, 18, '45:45.8', 36.30085450372462, 98.72358496, 127, 71, 89, 'Male', 75.74621801553678, 1.639574935256327, 0.11182120962050571, 56, 28.17723749897495, 89.66666666666666, 'Low Risk'),
(27910, 77, 13, '44:45.8', 36.698350371505306, 98.47193552078393, 126, 73, 60, 'Female', 90.42685630689442, 1.7139874112830127, 0.13977068481961058, 53, 30.78096117884469, 90.66666666666666, 'High Risk'),
(27911, 73, 12, '43:45.8', 36.798596758284894, 99.66638908428554, 133, 77, 38, 'Male', 69.00344027517816, 1.9388580299316522, 0.092682245, 56, 18.35602854544352, 95.66666666666666, 'High Risk'),
(27912, 78, 18, '42:45.8', 37.35198578604321, 95.72779296611766, 136, 79, 83, 'Female', 91.20977687948692, 1.6192540940545221, 0.096790278, 57, 34.786552130894826, 98, 'High Risk'),
(27913, 96, 14, '41:45.8', 36.01160741405689, 95.90776435724062, 126, 79, 41, 'Male', 93.19634481671085, 1.8587376282836061, 0.11497913243611733, 47, 26.975077294283867, 94.66666666666667, 'High Risk'),
(27914, 78, 15, '40:45.8', 36.182730586677856, 96.55165349601026, 129, 75, 48, 'Female', 97.93065899416496, 1.7094259646463934, 0.12772143748187076, 54, 33.513368703829656, 93, 'High Risk'),
(27915, 82, 19, '39:45.8', 36.393308604998026, 97.26185498842648, 138, 84, 75, 'Female', 64.69557163298289, 1.8473386398247573, 0.10160023852892205, 54, 18.957520140158362, 102, 'Low Risk'),
(27916, 75, 18, '38:45.8', 37.19154711243778, 95.35051455391154, 135, 87, 69, 'Male', 74.24611521, 1.912416104, 0.11197799609861497, 48, 20.300603571972207, 103, 'Low Risk'),
(27917, 74, 14, '37:45.8', 37.34895216539769, 99.93726775964065, 117, 78, 25, 'Female', 52.41841330241777, 1.9790734987934457, 0.1440002405106648, 39, 13.383201724900077, 91, 'High Risk'),
(27918, 89, 14, '36:45.8', 36.32431115884735, 98.14816649, 129, 86, 78, 'Female', 50.54757564241885, 1.5152148241628063, 0.13859899769883988, 43, 22.016684023462147, 100.33333333333333, 'Low Risk'),
(27919, 99, 17, '35:45.8', 36.902662533835574, 95.04877808, 129, 70, 34, 'Female', 56.21927884809239, 1.952114074, 0.1192340592274543, 59, 14.752814622901388, 89.66666666666666, 'High Risk'),
(27920, 71, 13, '34:45.8', 36.07539198175921, 97.92776699391992, 127, 84, 80, 'Male', 86.92443542030685, 1.6678875137521918, 0.1187869, 43, 31.247002610675832, 98.33333333333333, 'High Risk'),
(27921, 79, 17, '33:45.8', 37.23269593454603, 98.63057822373847, 123, 85, 27, 'Female', 70.68602150375153, 1.765112442206217, 0.1036039796207521, 38, 22.68761197908514, 97.66666666666667, 'Low Risk'),
(27922, 89, 12, '32:45.8', 36.13740714644979, 95.20684834836177, 128, 71, 80, 'Female', 70.44776130375357, 1.6259910015523058, 0.091542992, 57, 26.645932350924454, 90, 'Low Risk'),
(27923, 64, 19, '31:45.8', 36.17831476815725, 96.68769673197143, 134, 87, 34, 'Male', 61.75295279079076, 1.7109600127415794, 0.090189659, 47, 21.09492615451028, 102.66666666666667, 'Low Risk'),
(27924, 87, 18, '30:45.8', 37.053986814870186, 96.29947336322729, 121, 81, 28, 'Male', 89.35595823797186, 1.5678042499645395, 0.090266679, 40, 36.35296528, 94.33333333333333, 'High Risk'),
(27925, 93, 16, '29:45.8', 36.19252945789519, 97.79380478, 113, 72, 22, 'Male', 84.47147975146449, 1.5778368566096312, 0.093381146, 41, 33.93016011811301, 85.66666666666667, 'High Risk'),
(27926, 86, 19, '28:45.8', 36.92006059640989, 99.65447681196748, 138, 85, 40, 'Male', 75.67551033, 1.884419917, 0.076859557, 53, 21.31081145607275, 102.66666666666666, 'Low Risk'),
(27927, 74, 17, '27:45.8', 36.48184459, 98.09526197815006, 114, 76, 44, 'Male', 92.86698542667912, 1.889285249296784, 0.064115495, 38, 26.017542966627676, 88.66666666666667, 'Low Risk'),
(27928, 66, 18, '26:45.8', 37.41350951683786, 99.18560031818454, 127, 85, 89, 'Female', 91.65589338838133, 1.6859176727114913, 0.12622823747651546, 42, 32.246877554407234, 99, 'High Risk'),
(27929, 62, 16, '25:45.8', 37.102326236678465, 97.87496919197372, 114, 72, 49, 'Female', 60.88369078998842, 1.6865514030715765, 0.09395308, 42, 21.404338333316876, 86, 'Low Risk'),
(27930, 68, 12, '24:45.8', 36.66671364, 99.45705029407063, 113, 72, 55, 'Male', 90.20284450431808, 1.7253645557401192, 0.13887631031687703, 41, 30.30110657, 85.66666666666667, 'High Risk'),
(27931, 60, 17, '23:45.8', 36.72248157893738, 95.85805551643969, 131, 78, 89, 'Female', 55.26125296136004, 1.6353739771381823, 0.13881156046631038, 53, 20.662675822995155, 95.66666666666666, 'Low Risk'),
(27932, 72, 13, '22:45.8', 36.25164444136181, 96.70834422815796, 120, 70, 24, 'Male', 66.31189637542101, 1.9462470313508669, 0.055283200408739734, 50, 17.506346562722854, 86.66666666666666, 'High Risk'),
(27933, 79, 19, '21:45.8', 36.30197213139047, 95.30548114881265, 124, 77, 75, 'Female', 84.12617596854382, 1.771406817046914, 0.097947535, 47, 26.809858681675507, 92.66666666666667, 'Low Risk'),
(27934, 60, 13, '20:45.8', 36.82290378985762, 98.08410189354572, 125, 81, 30, 'Male', 68.42834559394419, 1.7653611642399407, 0.12073688814842305, 44, 21.95679278, 95.66666666666667, 'Low Risk'),
(27935, 79, 17, '19:45.8', 36.588048413957274, 97.55492762, 126, 84, 28, 'Female', 64.78045847679257, 1.902207460587244, 0.054031605, 42, 17.903100763892766, 98, 'High Risk'),
(27936, 65, 17, '18:45.8', 37.31279559018264, 99.03156551728006, 130, 82, 21, 'Male', 92.84823597066284, 1.851091105340296, 0.079203536, 48, 27.096803939207067, 98, 'Low Risk'),
(27937, 92, 16, '17:45.8', 37.42071383658612, 99.77030666059504, 115, 85, 69, 'Female', 97.75841240132472, 1.836482219679408, 0.051619019, 30, 28.985492504223252, 95, 'High Risk'),
(27938, 60, 15, '16:45.8', 37.37825154523738, 95.82941551827393, 132, 72, 82, 'Male', 66.94053862325089, 1.7349780901742786, 0.14103228062725842, 60, 22.238280967197127, 92, 'Low Risk'),
(27939, 90, 16, '15:45.8', 36.457166014292625, 99.19078858338129, 124, 87, 49, 'Male', 79.36335951619509, 1.8746152243310135, 0.093988797, 37, 22.583734738852893, 99.33333333333333, 'Low Risk'),
(27940, 79, 17, '14:45.8', 36.09867638801442, 99.97495074319107, 120, 84, 21, 'Female', 99.61585136800078, 1.703773632618257, 0.14029566045263198, 36, 34.31663261264771, 96, 'High Risk'),
(27941, 95, 15, '13:45.8', 36.45641315819737, 99.88880196559035, 112, 84, 38, 'Female', 64.37652489505633, 1.8131360003904828, 0.093629505, 28, 19.58243831926248, 93.33333333333333, 'High Risk'),
(27942, 87, 15, '12:45.8', 36.47346880593721, 96.80119228, 128, 72, 59, 'Male', 74.08195074039527, 1.828635877963315, 0.1452290699997869, 56, 22.154295132337143, 90.66666666666666, 'Low Risk'),
(27943, 73, 14, '11:45.8', 36.527583304250854, 97.38314187044823, 111, 70, 42, 'Female', 55.18919874915841, 1.735565472, 0.087980015, 41, 18.32196654218462, 83.66666666666667, 'High Risk'),
(27944, 77, 15, '10:45.8', 36.99954222652734, 96.85674215540381, 127, 70, 34, 'Male', 93.61163775922338, 1.6565320795671274, 0.05364577, 57, 34.11380339085762, 89, 'High Risk'),
(27945, 97, 15, '09:45.8', 37.122079383234244, 99.40351892175049, 122, 72, 23, 'Female', 76.3390239, 1.848369801973556, 0.11760262613107526, 50, 22.344409062551136, 88.66666666666666, 'High Risk'),
(27946, 64, 16, '08:45.8', 36.75991069128819, 97.12033807492428, 120, 84, 23, 'Female', 83.70009780707605, 1.6365180754722406, 0.072360526, 36, 31.252470399405663, 96, 'High Risk'),
(27947, 89, 16, '07:45.8', 36.26809240799874, 99.51798522750055, 118, 73, 19, 'Male', 91.03553739, 1.6110958291345079, 0.10193428923660677, 45, 35.072620302680264, 88, 'High Risk'),
(27948, 77, 19, '06:45.8', 37.05980243, 96.11927757992349, 134, 73, 63, 'Male', 93.38233838, 1.6217510580004695, 0.10616785738448065, 61, 35.505559853793784, 93.33333333333333, 'High Risk'),
(27949, 92, 14, '05:45.8', 36.05848121555377, 99.99197223919433, 111, 88, 60, 'Female', 90.76566469491314, 1.863899166810334, 0.10984802632050303, 23, 26.12623109646122, 95.66666666666667, 'High Risk'),
(27950, 79, 19, '04:45.8', 37.13785208946372, 96.25242134297928, 114, 89, 86, 'Female', 84.85910418, 1.794519620171898, 0.10284775082844769, 25, 26.351298512251645, 97.33333333333333, 'Low Risk'),
(27951, 96, 18, '03:45.8', 36.31030405394665, 97.09640674617849, 128, 84, 50, 'Female', 90.92709419255645, 1.9745689483907878, 0.099343796, 44, 23.321082542027657, 98.66666666666667, 'High Risk'),
(27952, 78, 12, '02:45.8', 37.34547312374772, 98.65565939482325, 134, 79, 68, 'Male', 78.27323792906981, 1.660096997, 0.1041499999275978, 55, 28.40183314087281, 97.33333333333333, 'Low Risk'),
(27953, 67, 14, '01:45.8', 36.18488243433093, 97.20498104279604, 117, 82, 58, 'Male', 77.50531516, 1.8942819990781372, 0.1212431018225644, 35, 21.59942659552054, 93.66666666666667, 'Low Risk'),
(27954, 98, 14, '00:45.8', 37.00171471497711, 98.48713327, 139, 82, 89, 'Male', 73.26415855165303, 1.8222748354221951, 0.1427741735227853, 57, 22.062961662281467, 101, 'High Risk'),
(27955, 78, 15, '59:45.8', 36.957808289731695, 98.58783815103153, 127, 84, 53, 'Female', 69.16577350929187, 1.976015554, 0.10972727345832699, 43, 17.713750394204965, 98.33333333333333, 'High Risk'),
(27956, 61, 18, '58:45.8', 36.87834816270969, 97.22688408560924, 116, 72, 56, 'Female', 65.14038502477068, 1.8110604934670331, 0.067837262, 44, 19.860236108082155, 86.66666666666667, 'Low Risk'),
(27957, 72, 17, '57:45.8', 36.188557219196454, 99.97768306035654, 122, 79, 22, 'Female', 92.57367673865363, 1.7692019666675247, 0.13944639768233877, 43, 29.575540211349125, 93.33333333333333, 'Low Risk'),
(27958, 62, 14, '56:45.8', 36.051780704373066, 96.07650628, 111, 81, 29, 'Male', 81.82023131392364, 1.8935523946748787, 0.1492621986979633, 30, 22.819496085218383, 91, 'Low Risk'),
(27959, 91, 12, '55:45.8', 36.14548616150421, 96.07406803695793, 110, 88, 51, 'Male', 87.31055796502666, 1.965141189226739, 0.098870003, 22, 22.608890296887637, 95.33333333333333, 'High Risk'),
(27960, 82, 15, '54:45.8', 36.067698063187144, 95.69984997902195, 118, 89, 47, 'Male', 95.15727479, 1.644268567456742, 0.1237958914750952, 29, 35.196257497094386, 98.66666666666667, 'High Risk'),
(27961, 69, 19, '53:45.8', 37.454820535250825, 97.07901203, 110, 79, 38, 'Male', 50.964304393975844, 1.6412291207427359, 0.064507347, 31, 18.920284941343024, 89.33333333333333, 'Low Risk'),
(27962, 95, 14, '52:45.8', 36.95568976525295, 97.24093982526182, 123, 89, 49, 'Male', 51.735911001101044, 1.7580697304730397, 0.079407729, 34, 16.738629929873692, 100.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(27963, 86, 14, '51:45.8', 36.35114040115122, 96.50042810434498, 138, 74, 53, 'Male', 82.80587979204086, 1.6338709535022735, 0.10924514892065083, 64, 31.018848500477105, 95.33333333333333, 'High Risk'),
(27964, 98, 17, '50:45.8', 36.269632145971805, 98.23532763, 123, 87, 76, 'Male', 59.37447597676421, 1.5252636983557397, 0.10696063445095022, 36, 25.52171893333789, 99, 'High Risk'),
(27965, 98, 12, '49:45.8', 36.63693667273236, 97.53737269806359, 126, 84, 87, 'Male', 58.58332014197183, 1.5508760841367812, 0.092922559, 42, 24.35677495803068, 98, 'High Risk'),
(27966, 66, 18, '48:45.8', 36.676313267075216, 98.94601045188635, 115, 82, 35, 'Female', 69.72193551945075, 1.5695814487759399, 0.077430998, 33, 28.30099605236409, 93, 'Low Risk'),
(27967, 76, 19, '47:45.8', 36.13446410674256, 98.73229736317825, 112, 81, 56, 'Male', 85.26264953, 1.723159440561377, 0.072648709, 31, 28.714938915359937, 91.33333333333333, 'Low Risk'),
(27968, 65, 18, '46:45.8', 36.24635157955978, 95.0586044, 119, 85, 42, 'Female', 73.48812686, 1.8217937366934986, 0.063364791, 34, 22.142097994287983, 96.33333333333333, 'Low Risk'),
(27969, 76, 18, '45:45.8', 36.383790374258226, 98.91630957, 119, 87, 60, 'Male', 89.03858097905037, 1.8502482586617268, 0.081067517, 32, 26.00867463102197, 97.66666666666667, 'Low Risk'),
(27970, 88, 14, '44:45.8', 37.145330330347825, 96.64108100481057, 114, 81, 62, 'Female', 96.74804339310492, 1.959126317466467, 0.074720244, 33, 25.206776659875242, 92, 'Low Risk'),
(27971, 68, 19, '43:45.8', 37.41732956401421, 98.33408089756142, 124, 81, 19, 'Male', 72.53420540029738, 1.557639134850968, 0.094221304, 43, 29.895729661439436, 95.33333333333333, 'Low Risk'),
(27972, 98, 16, '42:45.8', 36.184405702309974, 96.20485278, 126, 79, 70, 'Male', 97.97050278697945, 1.6779887360225199, 0.11286432352643437, 47, 34.795033143357436, 94.66666666666667, 'High Risk'),
(27973, 75, 12, '41:45.8', 36.662979332263276, 95.53416310674001, 115, 78, 70, 'Male', 56.665601518599715, 1.5703881930608405, 0.1174614575362495, 37, 22.977642097362956, 90.33333333333333, 'Low Risk'),
(27974, 83, 17, '40:45.8', 37.248067271749505, 97.1280111, 122, 88, 50, 'Female', 75.23746613745826, 1.8411367287696496, 0.060156172667324564, 34, 22.19535405802298, 99.33333333333333, 'Low Risk'),
(27975, 88, 12, '39:45.8', 36.089361322571506, 98.40562143957452, 114, 86, 30, 'Male', 86.57014147, 1.6075350361763552, 0.097832118, 28, 33.50018712687794, 95.33333333333333, 'High Risk'),
(27976, 64, 13, '38:45.8', 36.71086406950874, 95.01946596044287, 112, 71, 77, 'Female', 55.93339582944364, 1.8878368754777823, 0.12112224003968809, 41, 15.694311095997872, 84.66666666666667, 'High Risk'),
(27977, 76, 16, '37:45.8', 37.40956135531713, 96.70261429351406, 130, 80, 83, 'Male', 64.38457942, 1.941477715426456, 0.11654905225245445, 50, 17.081147505765113, 96.66666666666666, 'High Risk'),
(27978, 66, 17, '36:45.8', 36.2443256, 97.85106526673061, 123, 73, 43, 'Male', 60.70010475011952, 1.9657500109760733, 0.076761117, 50, 15.708433108581152, 89.66666666666666, 'High Risk'),
(27979, 82, 17, '35:45.8', 37.08504062818535, 98.14313146726366, 111, 83, 31, 'Male', 92.81022574413986, 1.5557420089010936, 0.14066062558330633, 28, 38.34605326691256, 92.33333333333333, 'High Risk'),
(27980, 87, 16, '34:45.8', 36.09333209954691, 99.56165004160987, 118, 87, 59, 'Female', 72.67496796076776, 1.8358573151254274, 0.089102494, 31, 21.56289163433649, 97.33333333333333, 'Low Risk'),
(27981, 93, 14, '33:45.8', 36.974410350561996, 99.50864744195164, 139, 83, 51, 'Male', 75.61043267331783, 1.7646669238271167, 0.060145479818386784, 56, 24.280422088865134, 101.66666666666666, 'High Risk'),
(27982, 86, 16, '32:45.8', 37.13495647129589, 99.73153825129943, 128, 78, 56, 'Female', 54.83566209, 1.646775430742569, 0.065681193, 50, 20.220613766431317, 94.66666666666666, 'Low Risk'),
(27983, 62, 17, '31:45.8', 36.380601419712114, 97.48857484258279, 131, 75, 62, 'Female', 89.97602391664131, 1.9773017712210887, 0.060721568296361585, 56, 23.01340533669415, 93.66666666666666, 'Low Risk'),
(27984, 73, 16, '30:45.8', 37.43821696241326, 96.73999701051451, 123, 72, 24, 'Male', 63.173199239494934, 1.9908359185794495, 0.13450726703048982, 51, 15.93903175310506, 89, 'High Risk'),
(27985, 71, 19, '29:45.8', 37.206796008757124, 97.40392600510695, 133, 80, 42, 'Male', 87.93023641, 1.8660196897777688, 0.060534066, 53, 25.252582395437933, 97.66666666666666, 'Low Risk'),
(27986, 74, 17, '28:45.8', 36.68046314643585, 96.3858084, 138, 86, 79, 'Female', 81.77029207720042, 1.9874819180512224, 0.099897068, 52, 20.70089758168345, 103.33333333333333, 'Low Risk'),
(27987, 70, 18, '27:45.8', 37.36144756711396, 96.02642819870346, 114, 86, 51, 'Female', 73.35164307749697, 1.828000393639099, 0.050314257728158764, 28, 21.951149959604734, 95.33333333333333, 'Low Risk'),
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(28165, 86, 12, '29:45.8', 37.491589788622804, 96.02443110352176, 118, 77, 61, 'Female', 53.281830482681116, 1.8641245256049475, 0.12463100939244189, 41, 15.333076264473814, 90.66666666666667, 'High Risk'),
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(28167, 89, 15, '27:45.8', 36.46607648370162, 96.31137348, 114, 87, 62, 'Male', 77.54923546215778, 1.8316428281308272, 0.10158403592582627, 27, 23.115108747609316, 96, 'Low Risk'),
(28168, 79, 14, '26:45.8', 36.17185381705122, 97.91455679107047, 139, 73, 78, 'Male', 50.94904781760811, 1.5943473123239298, 0.1111171309428502, 66, 20.043345093122163, 95, 'Low Risk'),
(28169, 95, 15, '25:45.8', 36.94294404823293, 95.42598751653875, 135, 82, 82, 'Female', 82.68189206155387, 1.7121241656415407, 0.059152874, 53, 28.20589546687554, 99.66666666666666, 'High Risk'),
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(28179, 94, 13, '15:45.8', 37.32339929763667, 95.38662525024706, 124, 84, 35, 'Female', 52.266613810775986, 1.924398558098905, 0.071277475, 40, 14.113486714994844, 97.33333333333333, 'High Risk'),
(28180, 75, 15, '14:45.8', 36.02723319945924, 99.93425619, 128, 76, 61, 'Male', 87.45745567872999, 1.871972324063888, 0.140559531, 52, 24.957322515183304, 93.33333333333333, 'Low Risk'),
(28181, 97, 16, '13:45.8', 36.413932180664865, 95.74307284077803, 115, 77, 86, 'Male', 84.51111578406888, 1.662146215159286, 0.13651619166741505, 38, 30.589711822398517, 89.66666666666667, 'High Risk'),
(28182, 72, 18, '12:45.8', 37.03580984843364, 98.18686366627061, 111, 79, 58, 'Male', 76.11689512697508, 1.9212310515070676, 0.11470259944730594, 32, 20.621576816967004, 89.66666666666667, 'Low Risk'),
(28183, 70, 18, '11:45.8', 36.43045479043957, 96.84242056289496, 137, 86, 84, 'Male', 89.10268661630818, 1.9608492036149916, 0.064090214, 51, 23.17407492509704, 103, 'Low Risk'),
(28184, 80, 19, '10:45.8', 36.887068971573754, 98.58549614301901, 112, 83, 44, 'Male', 88.78756692533142, 1.925806104105335, 0.14611382368171796, 29, 23.940159369886327, 92.66666666666667, 'Low Risk'),
(28185, 77, 15, '09:45.8', 36.690573270384306, 97.01848479612418, 114, 89, 37, 'Female', 97.54554582753963, 1.8960994514704985, 0.100679658, 25, 27.13221301442453, 97.33333333333333, 'Low Risk'),
(28186, 80, 18, '08:45.8', 36.648667055756405, 95.34106608377552, 122, 85, 46, 'Male', 57.61341941332621, 1.8823507047964938, 0.13524199509032042, 37, 16.26007595131092, 97.33333333333333, 'High Risk'),
(28187, 82, 18, '07:45.8', 37.30995571937613, 97.69502580112272, 132, 81, 56, 'Male', 83.31572044643758, 1.8110906604046715, 0.089055318, 51, 25.400751875640875, 98, 'Low Risk'),
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(28191, 62, 15, '03:45.8', 36.08696629740676, 95.05682887, 115, 76, 31, 'Female', 81.49614388033336, 1.659478236213893, 0.065487359, 39, 29.59333686037346, 89, 'Low Risk'),
(28192, 79, 19, '02:45.8', 36.186832022723586, 99.74361512289009, 126, 86, 61, 'Female', 68.17812228093983, 1.8634883190862868, 0.14696136183616582, 40, 19.63322692928098, 99.33333333333333, 'Low Risk'),
(28193, 76, 15, '01:45.8', 37.43876644133155, 99.89106552344371, 112, 89, 62, 'Female', 83.88030164800983, 1.6389622498026846, 0.097101948, 23, 31.226411780431153, 96.66666666666667, 'High Risk'),
(28194, 96, 15, '00:45.8', 37.26454119131214, 97.15497595448868, 123, 76, 34, 'Female', 96.10198547667346, 1.872950982976701, 0.1253958975711268, 47, 27.395519296751228, 91.66666666666667, 'High Risk'),
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(28196, 98, 16, '58:45.8', 36.95243874803228, 97.80050368246167, 113, 72, 55, 'Male', 74.37346788692273, 1.9407002841956815, 0.14329663849318638, 41, 19.746998506877716, 85.66666666666667, 'High Risk'),
(28197, 83, 14, '57:45.8', 37.29864241000536, 95.63947546677477, 110, 77, 79, 'Male', 65.25777689368053, 1.7204355035024315, 0.13950545349439009, 33, 22.04730358978782, 88, 'Low Risk'),
(28198, 64, 18, '56:45.8', 36.813775666603384, 99.96916514278473, 118, 83, 26, 'Male', 58.51728863840337, 1.6206690942979614, 0.091117667, 35, 22.278989792133167, 94.66666666666667, 'Low Risk'),
(28199, 70, 19, '55:45.8', 36.50413192062218, 97.28153644965633, 128, 85, 52, 'Male', 95.622473, 1.8574429936471373, 0.11767691032311335, 43, 27.715899868285618, 99.33333333333333, 'Low Risk'),
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(28203, 78, 14, '51:45.8', 37.15968960802702, 97.42621290324114, 132, 70, 84, 'Female', 55.39570602032769, 1.9913775668198488, 0.105127209, 62, 13.969114624331045, 90.66666666666666, 'High Risk'),
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(28205, 86, 14, '49:45.8', 36.210151528233936, 97.36395974966993, 114, 82, 72, 'Male', 91.43698188641574, 1.6020062875630263, 0.082221615, 32, 35.62816460038736, 92.66666666666667, 'High Risk'),
(28206, 97, 19, '48:45.8', 36.988870037171296, 98.47476205206996, 133, 86, 73, 'Male', 95.02454238745496, 1.641141948276289, 0.12993551950374985, 47, 35.28121185774795, 101.66666666666667, 'High Risk'),
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(28215, 91, 13, '39:45.8', 37.420961307914986, 97.64302461, 130, 72, 33, 'Female', 86.53043439624867, 1.7660469092280815, 0.061775437, 58, 27.743702189100414, 91.33333333333333, 'High Risk'),
(28216, 90, 18, '38:45.8', 36.09319467793861, 96.84215097713223, 125, 88, 34, 'Male', 89.62379651452416, 1.657992154780644, 0.077398745, 37, 32.60306234383148, 100.33333333333333, 'High Risk'),
(28217, 70, 12, '37:45.8', 37.289639695633475, 98.51241890867612, 118, 72, 37, 'Male', 72.75378237653358, 1.565630042041027, 0.14902873620468704, 46, 29.68091493953081, 87.33333333333333, 'Low Risk'),
(28218, 89, 15, '36:45.8', 36.33769189865893, 97.85548930669566, 117, 87, 54, 'Female', 95.76432947679737, 1.8294124435012202, 0.11545144242367976, 30, 28.61412793578018, 97, 'Low Risk'),
(28219, 79, 17, '35:45.8', 36.161258034477214, 99.04553734, 136, 89, 30, 'Male', 60.56395026286168, 1.7470145597266131, 0.14184480788533393, 47, 19.843631122879263, 104.66666666666667, 'Low Risk'),
(28220, 97, 17, '34:45.8', 36.74094651203116, 97.37908807324902, 137, 87, 44, 'Female', 89.62041985172674, 1.9240263098743016, 0.076549475, 50, 24.20945212796257, 103.66666666666666, 'High Risk'),
(28221, 77, 16, '33:45.8', 36.79880516098384, 99.41546286736889, 131, 71, 27, 'Female', 63.34562682215778, 1.7374216286189625, 0.06904507, 60, 20.98486553634127, 91, 'Low Risk'),
(28222, 69, 18, '32:45.8', 37.212997541012086, 98.92015042100168, 121, 72, 26, 'Female', 57.635816185835246, 1.7328849642138358, 0.11419694648581423, 49, 19.193447126996602, 88.33333333333333, 'Low Risk'),
(28223, 74, 15, '31:45.8', 36.675367649671635, 96.97331398415017, 115, 81, 37, 'Male', 60.01056386810596, 1.952326045107493, 0.081873684, 34, 15.74428749101711, 92.33333333333333, 'High Risk'),
(28224, 67, 15, '30:45.8', 36.65184265109793, 96.59676991054849, 124, 88, 25, 'Female', 71.12992262456393, 1.9756342186420404, 0.083394594, 36, 18.223813276080133, 100, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(28226, 87, 15, '28:45.8', 37.4724753, 98.31419299, 119, 76, 27, 'Male', 90.09732038084374, 1.8088312878731774, 0.11055036759071667, 43, 27.536944648762674, 90.33333333333333, 'Low Risk'),
(28227, 87, 19, '27:45.8', 37.19955515973446, 98.71126301803623, 128, 75, 83, 'Female', 60.826602355977315, 1.560423161871339, 0.098067429, 53, 24.98094034376001, 92.66666666666666, 'Low Risk'),
(28228, 92, 19, '26:45.8', 36.54425571484252, 98.52917114562126, 127, 79, 81, 'Female', 81.87486666057282, 1.730274561653101, 0.1287099993381688, 48, 27.34768444, 95, 'High Risk'),
(28229, 93, 18, '25:45.8', 37.05211496264994, 98.88831246568934, 132, 82, 36, 'Male', 69.52306998330499, 1.9462260414133656, 0.1372792580440452, 50, 18.354492579782054, 98.66666666666666, 'High Risk'),
(28230, 92, 12, '24:45.8', 36.87761267201815, 95.54609434617919, 121, 89, 75, 'Male', 95.51957418325989, 1.6843057429639225, 0.064558591, 32, 33.670573901312714, 99.66666666666667, 'High Risk'),
(28231, 99, 15, '23:45.8', 36.19404398954754, 97.15704103025953, 130, 81, 81, 'Male', 59.354202447003544, 1.7955491912438895, 0.065745841, 49, 18.41013013398767, 97.33333333333333, 'High Risk'),
(28232, 92, 15, '22:45.8', 37.24736180258552, 99.72462711903437, 129, 86, 25, 'Female', 76.04848354, 1.9655820053529687, 0.10077600487060888, 43, 19.683767344184343, 100.33333333333333, 'High Risk'),
(28233, 83, 13, '21:45.8', 36.840026587334584, 97.12767440108084, 121, 72, 86, 'Female', 64.78669160539945, 1.7568269719823206, 0.13312249050242786, 49, 20.990743515366496, 88.33333333333333, 'Low Risk'),
(28234, 65, 18, '20:45.8', 36.493062719528574, 96.21354613, 129, 84, 40, 'Female', 97.31044772843026, 1.623697793105539, 0.1083910735246198, 45, 36.91042704993354, 99, 'High Risk'),
(28235, 77, 12, '19:45.8', 37.334031793656116, 95.69654916812479, 137, 86, 19, 'Male', 52.586289711057645, 1.9548866537424345, 0.074331398, 51, 13.760346386482889, 103, 'High Risk'),
(28236, 95, 16, '18:45.8', 36.524406887653626, 96.28967652843056, 128, 85, 86, 'Female', 93.24889255210621, 1.6182057500942322, 0.13214433829518984, 43, 35.610346753996566, 99.33333333333333, 'High Risk'),
(28237, 96, 14, '17:45.8', 36.48014247787239, 98.47304185549302, 133, 81, 73, 'Female', 97.80758462406015, 1.689441736293643, 0.062364352, 52, 34.26778996205311, 98.33333333333333, 'High Risk'),
(28238, 60, 15, '16:45.8', 37.41626917246584, 97.18987231, 124, 83, 45, 'Male', 77.38630566130236, 1.6802211829637035, 0.091238779, 41, 27.411399114363693, 96.66666666666667, 'Low Risk'),
(28239, 88, 13, '15:45.8', 37.22047776577528, 96.93302166600098, 134, 74, 50, 'Female', 86.77478046363191, 1.8782887017470054, 0.071773838, 60, 24.596246186584796, 94, 'Low Risk'),
(28240, 61, 17, '14:45.8', 36.79920431996561, 98.69253045, 134, 88, 88, 'Female', 61.28790723487616, 1.685248721716201, 0.061680920206029416, 46, 21.579768389863318, 103.33333333333333, 'Low Risk'),
(28241, 64, 18, '13:45.8', 36.465437131067375, 96.80948158247315, 113, 75, 43, 'Male', 65.15978782669421, 1.7418134720619158, 0.057702151, 38, 21.477136182601765, 87.66666666666667, 'Low Risk'),
(28242, 96, 17, '12:45.8', 36.92105755440063, 99.00202286467231, 114, 73, 80, 'Female', 66.50751873652507, 1.937271337991054, 0.062264129451970754, 41, 17.721065844733907, 86.66666666666667, 'High Risk'),
(28243, 90, 15, '11:45.8', 37.364643002380824, 99.01589662052159, 134, 72, 67, 'Female', 96.59427437492096, 1.9104435392508043, 0.12469035568360591, 62, 26.465674693155133, 92.66666666666666, 'Low Risk'),
(28244, 60, 14, '10:45.8', 37.24965616455756, 97.31554727057512, 115, 84, 31, 'Female', 82.02777394756424, 1.579497283652941, 0.11065791277314121, 31, 32.87934514842158, 94.33333333333333, 'High Risk'),
(28245, 81, 16, '09:45.8', 37.21087983293643, 98.02162842931178, 117, 84, 50, 'Female', 99.82568214878196, 1.5174370200095835, 0.070763169, 33, 43.353177753610844, 95, 'High Risk'),
(28246, 78, 14, '08:45.8', 37.11010178464153, 98.69937008447941, 125, 82, 56, 'Male', 54.404800127739435, 1.863797352464807, 0.1236236133579801, 43, 15.661733803920498, 96.33333333333333, 'High Risk'),
(28247, 93, 19, '07:45.8', 36.43631648952883, 95.61219971664225, 122, 71, 47, 'Male', 61.47959247229193, 1.734026627262407, 0.058795236981299626, 51, 20.446522550379274, 88, 'High Risk'),
(28248, 60, 17, '06:45.8', 37.344899344150484, 97.58968977632102, 136, 75, 78, 'Male', 67.02038738803421, 1.5338111002550243, 0.1493847539684191, 61, 28.488080041972083, 95.33333333333333, 'Low Risk'),
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(28426, 76, 14, '08:45.8', 36.962524310036954, 95.02029044232819, 123, 84, 21, 'Female', 51.53382390866446, 1.9442678, 0.1220545243551864, 39, 13.632647395329398, 97, 'High Risk'),
(28427, 77, 16, '07:45.8', 36.88295551926814, 96.71844355524689, 124, 87, 50, 'Male', 74.51178517818948, 1.872633157070235, 0.10411765616026816, 37, 21.24807305691457, 99.33333333333333, 'Low Risk'),
(28428, 75, 18, '06:45.8', 37.37858245597115, 98.97094137032795, 130, 82, 50, 'Female', 62.712932913552756, 1.7095698792918044, 0.11093303165908264, 48, 21.45771126575611, 98, 'Low Risk'),
(28429, 78, 17, '05:45.8', 36.277213913605785, 95.56714310572549, 131, 89, 31, 'Male', 99.00301048, 1.5266946993765202, 0.080082482, 42, 42.47603845724415, 103, 'High Risk'),
(28430, 99, 13, '04:45.8', 37.461620468752834, 98.48970243081945, 111, 76, 33, 'Female', 95.23168805508826, 1.801011094081694, 0.090828857, 35, 29.359503471546976, 87.66666666666667, 'High Risk'),
(28431, 78, 12, '03:45.8', 37.255236510531844, 97.35587735386407, 125, 88, 27, 'Female', 57.13412428998513, 1.8201060719083313, 0.09490318, 37, 17.24654787, 100.33333333333333, 'High Risk'),
(28432, 70, 18, '02:45.8', 37.01415141156767, 96.66193865782787, 132, 76, 87, 'Female', 73.36987924847824, 1.9602922963400728, 0.135417727, 56, 19.09308640338813, 94.66666666666666, 'Low Risk'),
(28433, 89, 18, '01:45.8', 37.266642157547096, 99.36862301, 128, 77, 52, 'Female', 53.67616858646558, 1.9460049155061292, 0.083575064, 51, 14.174039619692406, 94, 'High Risk'),
(28434, 99, 14, '00:45.8', 37.4744329, 99.68083024839827, 121, 81, 52, 'Female', 96.38832574564694, 1.5895234009515629, 0.093738275, 40, 38.14965235550634, 94.33333333333333, 'High Risk'),
(28435, 87, 15, '59:45.8', 36.093637272689094, 95.53693709, 127, 85, 39, 'Female', 92.74079626726277, 1.9805540988567873, 0.1157391833017432, 42, 23.642717940142795, 99, 'Low Risk'),
(28436, 79, 14, '58:45.8', 36.18401846188873, 99.95482947105691, 110, 86, 50, 'Male', 73.04608938758864, 1.9267513400450043, 0.085231222, 24, 19.67639947, 94, 'Low Risk'),
(28437, 77, 19, '57:45.8', 36.892463177928555, 96.19361963172634, 123, 79, 87, 'Female', 54.31589524518596, 1.7044909946457043, 0.072689032, 44, 18.695518740877453, 93.66666666666667, 'Low Risk'),
(28438, 68, 15, '56:45.8', 36.07046361105312, 96.11227422108325, 124, 85, 28, 'Male', 76.85423188234074, 1.7982013882913428, 0.13798648867803498, 39, 23.76791737938003, 98, 'Low Risk'),
(28439, 61, 15, '55:45.8', 37.129857806349655, 96.11994727217426, 128, 89, 88, 'Male', 96.91071450855819, 1.9086335323571482, 0.082820105, 39, 26.602759998916284, 102, 'Low Risk'),
(28440, 85, 16, '54:45.8', 36.22566726003923, 95.69944858944328, 116, 82, 33, 'Male', 57.656590615973926, 1.8518425255328193, 0.065738038, 34, 16.812831169165076, 93.33333333333333, 'High Risk'),
(28441, 93, 19, '53:45.8', 36.87416078771772, 95.92546805099894, 129, 83, 87, 'Male', 77.25015999455913, 1.6281574333841946, 0.052444318, 46, 29.141143861281275, 98.33333333333333, 'High Risk'),
(28442, 86, 15, '52:45.8', 37.12823096, 99.16299319, 136, 88, 86, 'Female', 96.74119997382836, 1.784596133352889, 0.054576428, 48, 30.37606928428406, 104, 'High Risk'),
(28443, 65, 18, '51:45.8', 36.58945506370016, 98.61241334, 121, 84, 40, 'Female', 75.64346039871124, 1.5318897426058617, 0.11274619598471933, 37, 32.23416106104896, 96.33333333333333, 'High Risk'),
(28444, 68, 12, '50:45.8', 36.339040356557334, 96.82239197259838, 131, 79, 26, 'Male', 59.903103954858004, 1.908157276754322, 0.14046604963375728, 52, 16.45208674782821, 96.33333333333333, 'High Risk'),
(28445, 83, 16, '49:45.8', 36.893198257313585, 99.86974468233366, 115, 79, 57, 'Male', 57.33026388378237, 1.741882636051913, 0.073244073, 36, 18.89496800867091, 91, 'Low Risk'),
(28446, 83, 18, '48:45.8', 36.493192948498056, 98.31798244972715, 136, 79, 86, 'Male', 95.08745137081988, 1.9480392619451408, 0.071683399, 57, 25.05692631389183, 98, 'Low Risk'),
(28447, 97, 17, '47:45.8', 36.13711123169802, 95.55048164, 114, 73, 56, 'Female', 89.52470752146871, 1.7341934999412658, 0.060537028666620946, 41, 29.7678729, 86.66666666666667, 'High Risk'),
(28448, 76, 19, '46:45.8', 36.30168407967357, 99.37670887105274, 110, 76, 77, 'Female', 62.05422156343106, 1.5931220007764049, 0.1210746440655456, 34, 24.44968462629039, 87.33333333333333, 'Low Risk'),
(28449, 83, 14, '45:45.8', 37.30492108869856, 96.36269407622744, 131, 71, 24, 'Female', 89.35813206023326, 1.830281060538988, 0.099345618, 60, 26.67463652125231, 91, 'Low Risk'),
(28450, 62, 15, '44:45.8', 37.30165051363044, 99.58125570082018, 113, 84, 71, 'Female', 69.71691445254956, 1.690073911261324, 0.054698991546684506, 29, 24.407694684143763, 93.66666666666667, 'Low Risk'),
(28451, 63, 16, '43:45.8', 36.83088174725427, 95.94404395, 115, 75, 71, 'Female', 59.24403026615357, 1.7181538731036559, 0.098409876, 40, 20.068757455026045, 88.33333333333333, 'Low Risk'),
(28452, 91, 12, '42:45.8', 37.088577525812994, 97.51207437939401, 119, 78, 72, 'Male', 65.09556956872328, 1.604336257004415, 0.1208934867925961, 41, 25.29068745265969, 91.66666666666667, 'High Risk'),
(28453, 70, 12, '41:45.8', 36.29576728916585, 98.06660755725767, 122, 82, 22, 'Male', 57.607189302494064, 1.954434022093381, 0.11548510859279038, 40, 15.081156892960703, 95.33333333333333, 'High Risk'),
(28454, 82, 12, '40:45.8', 37.192723381687095, 97.12124530524918, 134, 74, 83, 'Female', 74.59201848955512, 1.9090043992309962, 0.11369620920848252, 60, 20.468145760653574, 94, 'Low Risk'),
(28455, 94, 12, '39:45.8', 37.37293507407836, 99.64197344888461, 116, 75, 26, 'Female', 99.44111629252569, 1.5730208710165763, 0.095107755, 41, 40.188058062755765, 88.66666666666667, 'High Risk'),
(28456, 65, 13, '38:45.8', 36.71229505724223, 99.57796651980784, 119, 87, 31, 'Female', 92.04441751041237, 1.9731085232146133, 0.07251022, 32, 23.642614909334316, 97.66666666666667, 'Low Risk'),
(28457, 97, 17, '37:45.8', 36.60600539580648, 95.91286273207234, 138, 70, 22, 'Female', 63.230512668308386, 1.9252129873991524, 0.099914111, 68, 17.059611533169733, 92.66666666666666, 'High Risk'),
(28458, 78, 19, '36:45.8', 36.24637930019383, 99.17486836328294, 135, 80, 20, 'Male', 98.45745066, 1.8947552382400434, 0.084698334, 55, 27.424729565221302, 98.33333333333333, 'Low Risk'),
(28459, 78, 19, '35:45.8', 37.09441472538456, 99.17490059812711, 127, 78, 21, 'Male', 60.17483657146694, 1.860741042211221, 0.091445908, 49, 17.379730813635156, 94.33333333333333, 'High Risk'),
(28460, 82, 18, '34:45.8', 36.427380176688494, 96.91135431247267, 112, 76, 69, 'Female', 87.33221873053907, 1.9444107874677194, 0.1457333550408633, 36, 23.099280367071977, 88, 'Low Risk'),
(28461, 60, 16, '33:45.8', 36.03556813250677, 99.24994103658213, 138, 83, 58, 'Male', 98.02255996877284, 1.9512048389445389, 0.10164423725291898, 55, 25.746625246693004, 101.33333333333333, 'Low Risk'),
(28462, 79, 18, '32:45.8', 37.14022599555944, 98.04806760230133, 133, 85, 26, 'Male', 86.60895624, 1.6244256686226708, 0.069318934, 48, 32.82185464783756, 101, 'High Risk'),
(28463, 83, 12, '31:45.8', 37.321341983838096, 96.83678621, 121, 76, 66, 'Female', 72.54590140631103, 1.6870903340557977, 0.074692312, 45, 25.48802631953732, 91, 'Low Risk'),
(28464, 78, 16, '30:45.8', 36.99712490537822, 96.24857392298014, 132, 78, 67, 'Male', 56.943656504212335, 1.712942512107613, 0.070939656, 54, 19.407061187285993, 96, 'Low Risk'),
(28465, 86, 15, '29:45.8', 36.21845588020695, 99.47030022, 138, 80, 77, 'Female', 70.17553925859589, 1.6105027854239318, 0.092211567, 58, 27.055950646932153, 99.33333333333333, 'Low Risk'),
(28466, 74, 15, '28:45.8', 37.465214118661216, 98.02493193, 125, 73, 57, 'Female', 56.78774169, 1.874259518687178, 0.10194379192196282, 52, 16.165723559055124, 90.33333333333333, 'High Risk'),
(28467, 68, 12, '27:45.8', 36.98175434340324, 97.79160616292894, 127, 76, 86, 'Male', 84.04431522259753, 1.615666359649874, 0.092479357, 51, 32.19622680014591, 93, 'High Risk'),
(28468, 94, 14, '26:45.8', 37.45539489967421, 97.01093246000114, 136, 89, 75, 'Female', 90.47268040572524, 1.5202879534595068, 0.11923342624470468, 47, 39.14404921237252, 104.66666666666667, 'High Risk'),
(28469, 93, 19, '25:45.8', 37.48764502789772, 95.27383789684667, 113, 85, 43, 'Female', 92.50030208, 1.8822477125998718, 0.12324787621051457, 28, 26.10896132601978, 94.33333333333333, 'High Risk'),
(28470, 76, 18, '24:45.8', 36.546987964564615, 95.56027020687293, 115, 89, 53, 'Female', 53.15349608628635, 1.6903869606063282, 0.14560998348371496, 26, 18.60199686625028, 97.66666666666667, 'Low Risk'),
(28471, 69, 18, '23:45.8', 36.343629651274206, 95.07932967522581, 137, 71, 70, 'Male', 57.20537276601946, 1.7704018314276742, 0.061187424, 66, 18.251271247502622, 93, 'High Risk'),
(28472, 61, 14, '22:45.8', 36.117191666177405, 99.76589938, 129, 71, 40, 'Male', 69.04660656205992, 1.7647884980745836, 0.082408452, 58, 22.169556741886602, 90.33333333333333, 'Low Risk'),
(28473, 92, 18, '21:45.8', 36.53891737354388, 96.28202454482057, 117, 86, 65, 'Female', 88.62739158, 1.911942412686167, 0.098351615, 31, 24.244785887576572, 96.33333333333333, 'High Risk'),
(28474, 81, 13, '20:45.8', 37.15737330663349, 96.71617963277363, 134, 85, 60, 'Female', 81.32519967992494, 1.913446265933981, 0.05540332, 49, 22.212252250944307, 101.33333333333333, 'Low Risk'),
(28475, 69, 17, '19:45.8', 36.28486266078386, 99.95578483413308, 114, 83, 75, 'Female', 93.18156575669258, 1.8834373052464533, 0.14405837935273408, 31, 26.26803989863264, 93.33333333333333, 'Low Risk'),
(28476, 60, 19, '18:45.8', 36.668202293488605, 99.82233868077182, 110, 72, 67, 'Male', 98.56968906, 1.8993529582306294, 0.1196802097455595, 38, 27.32322959723628, 84.66666666666667, 'Low Risk'),
(28477, 61, 15, '17:45.8', 37.41832587455514, 97.25855804887142, 114, 82, 53, 'Male', 94.48918641080817, 1.6711448465086027, 0.094235273, 32, 33.834044918370736, 92.66666666666667, 'High Risk'),
(28478, 60, 13, '16:45.8', 36.46357879407745, 97.07957152, 134, 79, 82, 'Male', 68.30152187997209, 1.915331706886656, 0.078898175, 55, 18.618401193993623, 97.33333333333333, 'Low Risk'),
(28479, 76, 16, '15:45.8', 37.47766659784708, 98.68395332244712, 114, 81, 51, 'Female', 71.66230598856285, 1.6141332781876803, 0.12781414856146733, 33, 27.505021978806486, 92, 'Low Risk'),
(28480, 90, 16, '14:45.8', 37.06416306593185, 96.70823961978779, 138, 74, 76, 'Female', 62.66451475, 1.6322225603101361, 0.10528386636567386, 64, 23.52138705006423, 95.33333333333333, 'Low Risk'),
(28481, 90, 18, '13:45.8', 36.149999146026325, 96.50227696402938, 119, 80, 80, 'Male', 67.42301421620309, 1.7145546887378222, 0.093681439, 39, 22.93535568842421, 93, 'Low Risk'),
(28482, 68, 15, '12:45.8', 37.49682358798249, 98.04525471657355, 110, 83, 57, 'Female', 84.98021826441902, 1.8697586640365143, 0.064872975, 27, 24.307860401629927, 92, 'Low Risk'),
(28483, 66, 18, '11:45.8', 36.5555782, 96.97955467603306, 132, 84, 73, 'Female', 70.89443201187359, 1.6255314458951828, 0.12621886761541784, 48, 26.830043495599142, 100, 'Low Risk'),
(28484, 81, 12, '10:45.8', 36.789830631323824, 95.03200655301848, 139, 80, 57, 'Female', 54.359089742038265, 1.5235477136182416, 0.07583744, 59, 23.418552951573943, 99.66666666666666, 'Low Risk'),
(28485, 70, 17, '09:45.8', 36.94851422007874, 96.41830937001899, 118, 85, 26, 'Female', 88.54115322091167, 1.7120798064819964, 0.1226947148259988, 33, 30.206274476983822, 96, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(28486, 64, 13, '08:45.8', 36.37482312584085, 99.39526001155308, 110, 75, 56, 'Female', 83.74830274427902, 1.7987402407635653, 0.052601756, 35, 25.884460229038996, 86.66666666666667, 'Low Risk'),
(28487, 79, 14, '07:45.8', 36.49556093752658, 95.79979805152503, 126, 88, 44, 'Female', 73.37806557, 1.5333123091472896, 0.13672644101779421, 38, 31.210808157630332, 100.66666666666667, 'High Risk'),
(28488, 66, 12, '06:45.8', 37.401658668966526, 99.10085190417699, 134, 86, 72, 'Male', 59.74212175833299, 1.9008909765391147, 0.12470207968952411, 48, 16.533554238060756, 102, 'High Risk'),
(28489, 65, 16, '05:45.8', 36.08415707710857, 95.74532918913742, 130, 81, 66, 'Male', 98.38651446757869, 1.665802505091225, 0.09774087, 49, 35.45590323143006, 97.33333333333333, 'High Risk'),
(28490, 93, 18, '04:45.8', 37.499655069783266, 96.26926794775511, 131, 74, 44, 'Male', 58.66191526151407, 1.5443868601289117, 0.133669162, 57, 24.594842306930584, 93, 'High Risk'),
(28491, 64, 12, '03:45.8', 36.38178612429205, 99.20312823167157, 114, 84, 73, 'Male', 53.587103769198045, 1.5106205815632523, 0.14259755952398254, 30, 23.482778968832914, 94, 'Low Risk'),
(28492, 63, 12, '02:45.8', 36.26401132661983, 98.28239148005117, 114, 70, 45, 'Female', 64.87863430179212, 1.5412181220002754, 0.12260660217512814, 44, 27.313256648266822, 84.66666666666667, 'Low Risk'),
(28493, 69, 17, '01:45.8', 36.76394842898308, 97.69663116, 121, 74, 36, 'Female', 77.79125510263222, 1.8888979412095326, 0.13957067279270866, 47, 21.802876363253937, 89.66666666666667, 'Low Risk'),
(28494, 62, 17, '00:45.8', 36.03748597204248, 98.43399727, 139, 78, 29, 'Male', 80.10679257393265, 1.8600958633849884, 0.11282895963368406, 61, 23.152542459101156, 98.33333333333333, 'Low Risk'),
(28495, 71, 19, '59:45.8', 36.37389296836336, 95.05934792723107, 127, 79, 74, 'Male', 98.17361726713668, 1.7182043844511834, 0.14045253857909895, 48, 33.25409608428809, 95, 'High Risk'),
(28496, 72, 18, '58:45.8', 36.442421699154096, 96.58179722, 126, 72, 25, 'Female', 77.65450312251387, 1.5471548981653813, 0.14163235890315545, 54, 32.44135997425847, 90, 'High Risk'),
(28497, 66, 14, '57:45.8', 37.48215301962238, 98.50219373, 115, 85, 64, 'Male', 94.49580323569751, 1.9996014246947913, 0.083997234, 30, 23.63336954779229, 95, 'Low Risk'),
(28498, 64, 13, '56:45.8', 36.87880267268456, 98.46522805, 125, 71, 86, 'Male', 58.01301656053782, 1.7698509469835022, 0.10261886165224823, 54, 18.52047254410066, 89, 'Low Risk'),
(28499, 73, 13, '55:45.8', 36.99805299233127, 99.30469789, 112, 84, 82, 'Male', 50.79538374757139, 1.9806509396157221, 0.056375529, 28, 12.948168935756927, 93.33333333333333, 'High Risk'),
(28500, 70, 12, '54:45.8', 36.86654246030656, 97.29764201845654, 116, 87, 71, 'Female', 96.10872365129131, 1.838116413132423, 0.078332419, 29, 28.445710363129844, 96.66666666666667, 'Low Risk'),
(28501, 70, 16, '53:45.8', 37.00660529183782, 98.35317562431747, 139, 84, 83, 'Female', 81.97158606, 1.6656823013769815, 0.13893370380711836, 55, 29.544659961416407, 102.33333333333333, 'Low Risk'),
(28502, 70, 17, '52:45.8', 36.86618492391128, 95.39260507266238, 136, 72, 76, 'Male', 54.77910793570051, 1.6049774679436206, 0.11031606096110111, 64, 21.265572352409414, 93.33333333333333, 'Low Risk'),
(28503, 72, 19, '51:45.8', 37.30096837435143, 98.11413589063305, 119, 74, 47, 'Female', 84.07417666047851, 1.9944697710466235, 0.13086515688079642, 45, 21.135265424668738, 89, 'Low Risk'),
(28504, 65, 15, '50:45.8', 37.22434799850997, 98.11554668284626, 110, 89, 21, 'Female', 75.08871768, 1.9815958104919604, 0.051303236049338063, 21, 19.12249416169844, 96, 'Low Risk'),
(28505, 76, 13, '49:45.8', 37.46746713303122, 99.15980236658935, 120, 74, 49, 'Male', 54.37075893328765, 1.709489946304378, 0.13012091482365218, 46, 18.60511219, 89.33333333333333, 'Low Risk'),
(28506, 79, 12, '48:45.8', 37.18814521405573, 98.43069536809593, 115, 84, 53, 'Female', 84.93421745050776, 1.868454428, 0.11694240846403928, 31, 24.328630923022686, 94.33333333333333, 'Low Risk'),
(28507, 78, 16, '47:45.8', 37.294938382617445, 97.39553146, 125, 77, 36, 'Male', 70.35380850415595, 1.5904301606631535, 0.071377962, 48, 27.81367696113033, 93, 'Low Risk'),
(28508, 66, 13, '46:45.8', 36.18304720659828, 96.41297823, 123, 83, 79, 'Male', 76.50704823635068, 1.5870794706907514, 0.097755083, 40, 30.37414756966118, 96.33333333333333, 'High Risk'),
(28509, 86, 13, '45:45.8', 36.958526088791054, 99.29439852126964, 124, 83, 23, 'Male', 63.84160167, 1.608081055784834, 0.1375931480591367, 41, 24.688113351949845, 96.66666666666667, 'Low Risk'),
(28510, 66, 16, '44:45.8', 36.32362446739214, 97.93934590008956, 121, 89, 56, 'Male', 77.58292838679058, 1.6781958416774667, 0.10262754344620911, 32, 27.547417230450083, 99.66666666666667, 'Low Risk'),
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(28688, 77, 15, '46:45.8', 36.53949770627671, 99.29210661704258, 116, 71, 36, 'Male', 94.74816260382417, 1.6744482680220973, 0.056995685, 45, 33.79304506981177, 86, 'High Risk'),
(28689, 72, 12, '45:45.8', 36.94501196042792, 98.78653280374988, 134, 83, 50, 'Female', 61.47861979896226, 1.7364476559314241, 0.068614273, 51, 20.389224901227905, 100, 'Low Risk'),
(28690, 64, 18, '44:45.8', 36.24048102772868, 99.79366639386483, 124, 84, 63, 'Female', 67.86611027894591, 1.9729978139829571, 0.11262624383915038, 40, 17.434108736028097, 97.33333333333333, 'High Risk'),
(28691, 69, 18, '43:45.8', 37.17163023590178, 99.27180608563484, 127, 75, 18, 'Male', 77.52869499994006, 1.7739215873919263, 0.090412877, 52, 24.63732974642204, 92.33333333333333, 'Low Risk'),
(28692, 78, 16, '42:45.8', 36.31084268235621, 99.59163919705826, 113, 71, 87, 'Male', 63.91018346711282, 1.6023112556016887, 0.10455455694226128, 42, 24.89294602204226, 85, 'Low Risk'),
(28693, 98, 19, '41:45.8', 36.39296415, 95.30982326583882, 125, 87, 82, 'Male', 67.53461664550957, 1.5479840286864166, 0.1399995493578478, 38, 28.183406708204863, 99.66666666666667, 'High Risk'),
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(28695, 75, 16, '39:45.8', 37.14724885797371, 95.90748468586952, 114, 73, 39, 'Male', 71.11571994367415, 1.8683014572571497, 0.11207332709983103, 41, 20.373784393462888, 86.66666666666667, 'Low Risk'),
(28696, 84, 18, '38:45.8', 37.12687965413243, 96.32593867357416, 127, 70, 58, 'Male', 82.72529459798618, 1.830578140093929, 0.10139533638928108, 57, 24.68662833173933, 89, 'Low Risk'),
(28697, 79, 18, '37:45.8', 36.68031183032347, 97.70354551846992, 125, 75, 68, 'Male', 83.02002700135941, 1.828659774780523, 0.071969733, 50, 24.826588549455394, 91.66666666666666, 'Low Risk'),
(28698, 83, 17, '36:45.8', 36.92517438533257, 96.36065734, 123, 81, 64, 'Female', 81.74105662785078, 1.6205330720146387, 0.1402810005850667, 42, 31.126081492022937, 95, 'High Risk'),
(28699, 78, 14, '35:45.8', 37.277777109258665, 95.11341044076548, 134, 83, 23, 'Female', 76.93624885099017, 1.7258897434858518, 0.062997849, 51, 25.828840598713317, 100, 'Low Risk'),
(28700, 66, 12, '34:45.8', 36.83109202898906, 98.34246249, 131, 87, 48, 'Female', 89.95753530479466, 1.556916611242787, 0.11646854087307827, 44, 37.111357723200435, 101.66666666666667, 'High Risk'),
(28701, 68, 16, '33:45.8', 36.523861153655936, 96.53227228113228, 127, 71, 83, 'Female', 92.40809818, 1.524157467, 0.070509892, 56, 39.778678945179834, 89.66666666666666, 'High Risk'),
(28702, 70, 15, '32:45.8', 37.399501375003155, 98.03393589607356, 124, 83, 67, 'Female', 90.14577371, 1.9818522350989909, 0.1489087846876661, 41, 22.951064262694825, 96.66666666666667, 'Low Risk'),
(28703, 84, 15, '31:45.8', 36.837526501387984, 95.54911022316028, 126, 78, 45, 'Male', 56.45845271767862, 1.9538394198284417, 0.10862425766297627, 48, 14.789423212673187, 94, 'High Risk'),
(28704, 61, 18, '30:45.8', 37.32464704174231, 96.44711857024699, 112, 75, 27, 'Female', 55.430861849450146, 1.5855667721474151, 0.10020558134514243, 37, 22.04867821099148, 87.33333333333333, 'Low Risk'),
(28705, 79, 17, '29:45.8', 37.46957850468115, 95.03529000836168, 135, 78, 18, 'Male', 73.90072443419467, 1.9959106897624794, 0.085154698, 57, 18.550964201944613, 97, 'Low Risk'),
(28706, 98, 17, '28:45.8', 36.04586483, 98.51852732285857, 120, 70, 89, 'Female', 63.31729825836611, 1.7394124052604059, 0.066804983, 50, 20.927495110384086, 86.66666666666666, 'High Risk'),
(28707, 87, 13, '27:45.8', 37.417407378713015, 98.52494659172041, 111, 72, 49, 'Male', 82.40028405, 1.710481635239219, 0.13169481662586896, 39, 28.163840583454824, 85, 'Low Risk'),
(28708, 79, 13, '26:45.8', 36.15130849050848, 99.51092394813156, 127, 83, 28, 'Female', 69.29925285619467, 1.7809836511958566, 0.13453520393498938, 44, 21.847849058553393, 97.66666666666667, 'Low Risk'),
(28709, 63, 16, '25:45.8', 36.19183065, 98.11555325840156, 137, 76, 66, 'Female', 65.98093211688179, 1.8007342938844155, 0.066286449, 61, 20.347880363813513, 96.33333333333333, 'Low Risk'),
(28710, 68, 18, '24:45.8', 36.47864788777871, 95.20447351, 116, 86, 73, 'Female', 73.41430095, 1.9964774145176514, 0.1263858015030745, 30, 18.418398483321557, 96, 'High Risk'),
(28711, 82, 14, '23:45.8', 36.50896746870548, 99.55221417009403, 139, 74, 53, 'Male', 78.73434799464823, 1.986428873786343, 0.1297725817948866, 65, 19.953459177139987, 95.66666666666666, 'Low Risk'),
(28712, 72, 14, '22:45.8', 36.519085370613816, 98.44876856126442, 122, 74, 78, 'Female', 99.45879760983814, 1.8651259641897617, 0.14098622324453425, 48, 28.590836950909864, 90, 'Low Risk'),
(28713, 60, 18, '21:45.8', 36.29821670405121, 97.86071001450051, 126, 71, 41, 'Male', 72.73985331275317, 1.9294970632384032, 0.10148342307781831, 55, 19.53818318534558, 89.33333333333333, 'Low Risk'),
(28714, 76, 14, '20:45.8', 37.26020149207403, 95.15180926832781, 123, 86, 54, 'Female', 80.53687464, 1.871221317400295, 0.10926203781396647, 37, 23.000880375164847, 98.33333333333333, 'Low Risk'),
(28715, 84, 12, '19:45.8', 37.418582301226465, 98.57301409592738, 128, 70, 58, 'Male', 61.262990234908855, 1.757991517513651, 0.13235795853987392, 58, 19.82278362025395, 89.33333333333333, 'Low Risk'),
(28716, 91, 17, '18:45.8', 36.91290958, 97.69341274778091, 138, 81, 86, 'Female', 76.57819299716797, 1.528722813006354, 0.067991482, 57, 32.76782541149848, 100, 'High Risk'),
(28717, 92, 16, '17:45.8', 36.42094699899203, 97.00505974019781, 137, 76, 23, 'Male', 99.84421172327896, 1.8473925105866447, 0.057206099435891195, 61, 29.255298605594813, 96.33333333333333, 'High Risk'),
(28718, 95, 15, '16:45.8', 36.32528881976497, 99.39834972188046, 111, 81, 22, 'Female', 73.31455037245222, 1.5520818620511017, 0.10459660969960305, 30, 30.43413257141601, 91, 'High Risk'),
(28719, 65, 13, '15:45.8', 36.19260194245689, 96.27153210357183, 136, 78, 65, 'Male', 63.98779691485335, 1.916085757227434, 0.10530411637591686, 58, 17.42879141797074, 97.33333333333333, 'High Risk'),
(28720, 65, 13, '14:45.8', 36.21021083264725, 98.73107644, 130, 80, 54, 'Female', 54.22255933494509, 1.920097696752313, 0.051356782732225485, 50, 14.707313819573145, 96.66666666666666, 'High Risk'),
(28721, 61, 18, '13:45.8', 36.727867927185144, 99.68620669, 117, 77, 59, 'Male', 97.71406033574831, 1.5603699548920182, 0.13005600354757413, 40, 40.13302552860132, 90.33333333333333, 'High Risk'),
(28722, 84, 13, '12:45.8', 37.44684857397724, 96.88423074153681, 128, 73, 29, 'Female', 62.20615154, 1.5449726682120826, 0.066760073, 55, 26.061039374659757, 91.33333333333333, 'Low Risk'),
(28723, 72, 17, '11:45.8', 36.76565447764949, 97.50061460334302, 111, 80, 74, 'Female', 92.89995769498616, 1.661328086086889, 0.070893683, 31, 33.65927069535088, 90.33333333333333, 'High Risk'),
(28724, 79, 13, '10:45.8', 37.31981011012716, 96.26654811213817, 138, 86, 30, 'Male', 90.60459784221163, 1.777262958409657, 0.084494053, 52, 28.684471867424612, 103.33333333333333, 'Low Risk'),
(28725, 91, 15, '09:45.8', 36.01210427, 96.12772781423327, 126, 88, 84, 'Female', 56.38635964427354, 1.6402786637875728, 0.13076021346256123, 38, 20.957466735314256, 100.66666666666667, 'High Risk'),
(28726, 67, 19, '08:45.8', 36.293766768358935, 95.07636775457233, 119, 82, 35, 'Female', 92.38923487, 1.8029014211756078, 0.092979539, 37, 28.423490411238145, 94.33333333333333, 'Low Risk'),
(28727, 80, 18, '07:45.8', 36.87378852, 98.67947948967142, 133, 85, 24, 'Female', 57.70245420598836, 1.5002382045991096, 0.093631623, 48, 25.637391963227376, 101, 'Low Risk'),
(28728, 86, 15, '06:45.8', 37.05650703928142, 95.35901135776517, 127, 72, 48, 'Female', 63.94713421952091, 1.7673276935119555, 0.072173987, 55, 20.473256184920604, 90.33333333333333, 'Low Risk'),
(28729, 89, 12, '05:45.8', 36.71468172097195, 98.18315659711989, 131, 73, 19, 'Male', 89.13355988741077, 1.923538965514144, 0.10520397812595116, 58, 24.090137310545764, 92.33333333333333, 'Low Risk'),
(28730, 73, 13, '04:45.8', 36.83195837130435, 95.28825137447762, 120, 81, 37, 'Female', 91.30806706477057, 1.9851733007961505, 0.14117935663214815, 39, 23.169267190755885, 94, 'Low Risk'),
(28731, 79, 18, '03:45.8', 36.67401502397462, 97.32684739036068, 132, 71, 76, 'Female', 56.75146299627312, 1.6076281213615977, 0.078807971, 61, 21.958661944560923, 91.33333333333333, 'Low Risk'),
(28732, 78, 19, '02:45.8', 36.29299840546753, 99.64044897505741, 133, 80, 81, 'Female', 56.64912079306399, 1.9943468497556711, 0.094609201, 53, 14.242682429628248, 97.66666666666666, 'High Risk'),
(28733, 60, 16, '01:45.8', 36.458145989753405, 95.26105663210703, 126, 73, 52, 'Female', 93.09450255025016, 1.5291397563910047, 0.1097957974204084, 53, 39.813437484856955, 90.66666666666666, 'High Risk'),
(28734, 93, 14, '00:45.8', 37.17462510380791, 98.96782933622757, 137, 79, 18, 'Female', 59.97371368609388, 1.8017721641913151, 0.10804743269875797, 58, 18.474010906509346, 98.33333333333333, 'High Risk'),
(28735, 96, 13, '59:45.8', 36.896104553921056, 98.52874169, 133, 75, 48, 'Male', 96.83611460742688, 1.637909940818486, 0.14641128435754097, 58, 36.095853744626964, 94.33333333333333, 'High Risk'),
(28736, 86, 16, '58:45.8', 36.903256689340054, 95.37896172, 117, 84, 52, 'Male', 97.05964778542992, 1.5906513902682875, 0.096551401, 33, 38.36089155893937, 95, 'High Risk'),
(28737, 86, 13, '57:45.8', 37.48441224368365, 97.87430425754509, 133, 70, 87, 'Female', 71.49376703248785, 1.6641010611021034, 0.1340350194545087, 63, 25.817178991988605, 91, 'Low Risk'),
(28738, 97, 19, '56:45.8', 36.27038366236953, 98.02053746267997, 128, 73, 25, 'Male', 87.80353697503355, 1.6393829043123276, 0.067165697, 55, 32.67015591256934, 91.33333333333333, 'High Risk'),
(28739, 71, 15, '55:45.8', 36.157347192008494, 97.59042372026738, 125, 73, 60, 'Male', 81.71963726384588, 1.9807607219703265, 0.12120912153799424, 52, 20.828711246711716, 90.33333333333333, 'Low Risk'),
(28740, 68, 16, '54:45.8', 36.787647761154105, 96.90616387625168, 118, 73, 87, 'Male', 82.54412453253349, 1.5615594123292782, 0.10755797281175511, 45, 33.85081590673807, 88, 'High Risk'),
(28741, 86, 14, '53:45.8', 36.541425811540634, 96.29671733076052, 135, 73, 46, 'Male', 86.88153333025193, 1.641458283962274, 0.094344446, 62, 32.24540060960013, 93.66666666666666, 'High Risk'),
(28742, 89, 18, '52:45.8', 37.306196095957795, 97.13761487, 115, 84, 68, 'Female', 63.81184222616847, 1.6744666758696203, 0.070071509, 31, 22.758742646649623, 94.33333333333333, 'Low Risk'),
(28743, 83, 17, '51:45.8', 37.40266390934695, 97.13273495367284, 115, 79, 56, 'Female', 98.25608776235023, 1.7309980813772299, 0.10793749551613574, 36, 32.79187840677618, 91, 'High Risk'),
(28744, 78, 15, '50:45.8', 36.23714105851133, 98.2023007, 120, 72, 86, 'Male', 95.78562378763189, 1.54312271, 0.093651682, 48, 40.225310632990805, 88, 'High Risk'),
(28745, 82, 16, '49:45.8', 36.00243563970042, 99.18677882923227, 117, 81, 21, 'Female', 56.126093642539175, 1.8733435565603833, 0.07356527, 36, 15.993000644154062, 93, 'High Risk'),
(28746, 95, 18, '48:45.8', 36.922830156468116, 96.79648045, 127, 83, 58, 'Male', 75.57292181558627, 1.53369336, 0.13401222179154404, 44, 32.128403013353335, 97.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(28747, 99, 18, '47:45.8', 37.26496447102889, 97.12090975000775, 139, 81, 71, 'Male', 93.29678502971126, 1.9278198772024782, 0.071826513, 58, 25.103470777588964, 100.33333333333333, 'High Risk'),
(28748, 77, 18, '46:45.8', 36.457853898327826, 97.94837528348327, 120, 81, 84, 'Male', 83.87582824, 1.830403550145694, 0.057227366, 39, 25.03474215797969, 94, 'Low Risk'),
(28749, 84, 15, '45:45.8', 36.95006742709471, 95.79653629489826, 135, 83, 47, 'Male', 53.271274141018196, 1.7329756340417917, 0.084406664, 52, 17.738143801512418, 100.33333333333333, 'High Risk'),
(28750, 80, 16, '44:45.8', 36.56401927898694, 96.09396871365593, 130, 82, 25, 'Female', 92.65254442015478, 1.5028643571840015, 0.1451255784081759, 48, 41.02208982206178, 98, 'High Risk'),
(28751, 82, 13, '43:45.8', 36.42434021208429, 97.39979509253655, 111, 81, 61, 'Male', 64.96805712636822, 1.8866830565417514, 0.060121531, 30, 18.25164364723783, 91, 'High Risk'),
(28752, 69, 12, '42:45.8', 36.541072508735255, 95.14413450577261, 138, 72, 73, 'Female', 62.11366493182781, 1.5824976948120353, 0.12620403335179659, 66, 24.80281550671027, 94, 'Low Risk'),
(28753, 81, 13, '41:45.8', 37.33528091759392, 96.69506729473565, 118, 71, 26, 'Female', 90.35598736677176, 1.7641429942262505, 0.14999274202554008, 47, 29.032829744866575, 86.66666666666667, 'Low Risk'),
(28754, 73, 18, '40:45.8', 37.15040600774596, 97.89400465127824, 133, 80, 69, 'Male', 72.16734313222076, 1.567472100402045, 0.14231551326490122, 53, 29.37251118, 97.66666666666666, 'Low Risk'),
(28755, 65, 15, '39:45.8', 36.88345843001948, 98.37291587810975, 126, 88, 47, 'Male', 95.91198065671514, 1.898188748824838, 0.14304331288726507, 38, 26.61914303455015, 100.66666666666667, 'Low Risk'),
(28756, 89, 18, '38:45.8', 36.678855625246975, 97.94506978, 126, 81, 55, 'Female', 73.96439441, 1.9952697835730215, 0.11363133326218268, 45, 18.578876784071007, 96, 'Low Risk'),
(28757, 61, 12, '37:45.8', 36.18999177482402, 96.29006893359478, 119, 82, 80, 'Female', 85.15209752948712, 1.542284164, 0.13206339235127917, 37, 35.79864196238301, 94.33333333333333, 'High Risk'),
(28758, 87, 16, '36:45.8', 36.373469336931805, 96.83540713131293, 120, 85, 34, 'Female', 62.52936705689868, 1.8687023896589061, 0.11024810775084914, 35, 17.90621318, 96.66666666666667, 'High Risk'),
(28759, 63, 12, '35:45.8', 37.26361823239375, 99.63017475126951, 110, 79, 54, 'Male', 61.44085177806283, 1.824293545479818, 0.094225998, 31, 18.46153401207688, 89.33333333333333, 'High Risk'),
(28760, 85, 19, '34:45.8', 36.54439901283094, 95.36874207121457, 139, 76, 56, 'Female', 60.041765136765214, 1.9091385759083361, 0.086961591, 63, 16.47322177456316, 97, 'High Risk'),
(28761, 76, 17, '33:45.8', 36.096555419261975, 98.81685505438642, 136, 81, 88, 'Female', 53.211890315082016, 1.8624457137819754, 0.11627227927725464, 55, 15.34056804811869, 99.33333333333333, 'High Risk'),
(28762, 76, 19, '32:45.8', 37.12056539219032, 97.92103406, 138, 73, 30, 'Male', 74.37124952695595, 1.5865916938209819, 0.11552134228133192, 65, 29.544369455498952, 94.66666666666666, 'Low Risk'),
(28763, 71, 13, '31:45.8', 36.58847976705787, 95.99254770434402, 126, 70, 72, 'Female', 58.46024548623148, 1.8803924010361468, 0.060341460984485874, 56, 16.53345660291581, 88.66666666666666, 'High Risk'),
(28764, 68, 18, '30:45.8', 36.935870773387684, 96.81344313759226, 112, 72, 32, 'Male', 80.50681324546056, 1.9209275752327863, 0.058454519, 40, 21.81778481665092, 85.33333333333333, 'Low Risk'),
(28765, 90, 18, '29:45.8', 36.07736770841355, 97.66794966776307, 123, 77, 25, 'Female', 90.27250920990346, 1.7797139953026915, 0.098277411, 46, 28.500670874335174, 92.33333333333333, 'Low Risk'),
(28766, 80, 18, '28:45.8', 36.812017828220704, 99.87500071788148, 113, 71, 52, 'Male', 96.81688587543493, 1.610839084572053, 0.096761801, 42, 37.31185081392855, 85, 'High Risk'),
(28767, 71, 13, '27:45.8', 36.67751622492293, 99.55420518842837, 138, 72, 39, 'Female', 52.09697527325292, 1.7359994198303577, 0.12581845638241573, 66, 17.28675025, 94, 'High Risk'),
(28768, 88, 15, '26:45.8', 36.04305123619974, 96.30766309624717, 119, 78, 32, 'Female', 97.55937486711468, 1.5456732236395667, 0.1160281314398888, 41, 40.835101722012254, 91.66666666666667, 'High Risk'),
(28769, 78, 16, '25:45.8', 36.524572467626555, 96.93604389908556, 138, 76, 52, 'Female', 65.83390950402489, 1.992996807171558, 0.11059497513701375, 62, 16.574347506584576, 96.66666666666666, 'High Risk'),
(28770, 64, 15, '24:45.8', 36.70901447045477, 97.12088360009507, 120, 85, 51, 'Female', 56.04527430949856, 1.9827810839652498, 0.12929701389222165, 35, 14.255730123212933, 96.66666666666667, 'High Risk'),
(28771, 66, 14, '23:45.8', 37.19652232353988, 99.53229512924484, 122, 79, 81, 'Male', 69.67786616623098, 1.9344365437552242, 0.052637928, 43, 18.62026538261618, 93.33333333333333, 'Low Risk'),
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(28948, 89, 15, '26:45.8', 36.227299545735185, 99.63751084503446, 112, 71, 28, 'Female', 95.46420222127225, 1.6271140856217892, 0.078460673, 41, 36.05824109243141, 84.66666666666667, 'High Risk'),
(28949, 74, 13, '25:45.8', 36.99495963062393, 95.69032149797793, 131, 80, 46, 'Male', 55.11604851397938, 1.635508058279751, 0.053769027, 51, 20.605003716702246, 97, 'Low Risk'),
(28950, 98, 14, '24:45.8', 36.30112051673523, 95.36169446727463, 137, 81, 67, 'Male', 88.48375388412022, 1.6049004880789943, 0.13543938512900836, 56, 34.35320973279786, 99.66666666666666, 'High Risk'),
(28951, 96, 19, '23:45.8', 36.92720015616412, 95.02870936013454, 119, 77, 51, 'Male', 81.40422187, 1.7964264244949584, 0.097939656, 42, 25.22481907527018, 91, 'High Risk'),
(28952, 73, 14, '22:45.8', 36.967965080623586, 95.62320681046378, 127, 72, 19, 'Male', 94.07438381150038, 1.9122961835462944, 0.087189475, 55, 25.725336590100323, 90.33333333333333, 'Low Risk'),
(28953, 72, 13, '21:45.8', 36.97534738490057, 96.33454273663362, 120, 83, 58, 'Male', 60.98854044081886, 1.6917062446652211, 0.08617838, 37, 21.31073041477284, 95.33333333333333, 'Low Risk'),
(28954, 90, 16, '20:45.8', 36.87632819, 98.69541489, 134, 84, 75, 'Male', 57.98449904482656, 1.7882779951927934, 0.064346437, 50, 18.131838589239482, 100.66666666666666, 'High Risk'),
(28955, 90, 13, '19:45.8', 37.24776583899708, 95.44490757522473, 118, 84, 18, 'Male', 83.83046000691402, 1.7810247340957701, 0.10714522078701426, 34, 26.42785696963191, 95.33333333333333, 'Low Risk'),
(28956, 78, 16, '18:45.8', 36.30898632576488, 96.93091851, 133, 87, 81, 'Male', 71.49488896, 1.935281899874646, 0.077159854, 46, 19.08914717816224, 102.33333333333333, 'Low Risk'),
(28957, 88, 14, '17:45.8', 36.68647329246063, 96.74702271083272, 131, 74, 31, 'Female', 55.38868312550322, 1.9785645793178457, 0.061142229, 57, 14.148831673864283, 93, 'High Risk'),
(28958, 72, 17, '16:45.8', 36.117751515843246, 99.25561896569866, 114, 77, 45, 'Male', 56.43356368069436, 1.9254103963029847, 0.081892221, 37, 15.22267064394317, 89.33333333333333, 'High Risk'),
(28959, 72, 15, '15:45.8', 36.790252752551034, 99.97127432661718, 139, 82, 71, 'Male', 60.588615047254265, 1.5547787831695403, 0.062367578095273324, 57, 25.064198094123213, 101, 'Low Risk'),
(28960, 65, 17, '14:45.8', 36.839751624100955, 98.42178048434369, 114, 78, 36, 'Female', 88.77882372246916, 1.714244842012753, 0.14465336076860746, 36, 30.21090142, 90, 'High Risk'),
(28961, 71, 14, '13:45.8', 36.60313436880591, 98.11303617652229, 125, 83, 65, 'Male', 74.23732513852461, 1.8925111113450792, 0.089129961, 42, 20.727429148728824, 97, 'Low Risk'),
(28962, 68, 14, '12:45.8', 37.119953660998576, 98.45172266756337, 135, 76, 53, 'Female', 75.05355640630108, 1.7450048009563282, 0.13889787963683972, 59, 24.647792193382333, 95.66666666666666, 'Low Risk'),
(28963, 71, 16, '11:45.8', 37.40105425073359, 99.70666723307754, 129, 71, 79, 'Female', 84.78853984685492, 1.5773066287251418, 0.14106125392665936, 58, 34.08041694508139, 90.33333333333333, 'High Risk'),
(28964, 77, 18, '10:45.8', 36.456415866260556, 97.96239515935459, 112, 73, 24, 'Male', 63.76701008176655, 1.5795858074561804, 0.083262287, 39, 25.55698442416352, 86, 'Low Risk'),
(28965, 87, 16, '09:45.8', 36.05456419391655, 95.60250841300012, 128, 78, 47, 'Female', 73.04001792464311, 1.7548654292206347, 0.10633955635140127, 50, 23.717736191143956, 94.66666666666666, 'Low Risk'),
(28966, 65, 12, '08:45.8', 36.09398413263101, 95.71128020556168, 137, 86, 81, 'Female', 79.22233478472467, 1.6914046038632269, 0.087873854, 51, 27.69189146232225, 103, 'Low Risk'),
(28967, 78, 13, '07:45.8', 37.397965335444084, 98.72506686033205, 131, 74, 22, 'Female', 88.11150291554137, 1.5426374134752587, 0.12012752166730369, 57, 37.025837343254004, 93, 'High Risk'),
(28968, 72, 15, '06:45.8', 36.822858924725516, 95.22328182930832, 118, 72, 84, 'Female', 50.17122739923463, 1.8639064031958248, 0.061773174, 46, 14.441307821961443, 87.33333333333333, 'High Risk'),
(28969, 62, 16, '05:45.8', 36.62152124, 97.63326306035589, 123, 85, 50, 'Male', 91.18330871509954, 1.7124931113049058, 0.11483129835088275, 38, 31.092645892846313, 97.66666666666667, 'High Risk'),
(28970, 75, 17, '04:45.8', 37.22788881013581, 98.01342413889823, 139, 70, 25, 'Male', 63.78314640276136, 1.605181520027514, 0.14097873263848526, 69, 24.75469824134164, 93, 'Low Risk'),
(28971, 68, 18, '03:45.8', 36.67829863552369, 97.91422780529459, 120, 89, 43, 'Female', 87.68167448689718, 1.5529486265072652, 0.062047778003557555, 31, 36.35755394514322, 99.33333333333333, 'High Risk'),
(28972, 69, 15, '02:45.8', 36.15414765206469, 98.66642446, 113, 72, 43, 'Male', 50.14739674758618, 1.5317482938427247, 0.076898761, 41, 21.37339846105564, 85.66666666666667, 'Low Risk'),
(28973, 96, 17, '01:45.8', 37.373143559757736, 99.79686072559673, 124, 78, 55, 'Male', 72.99264525, 1.6444021745098318, 0.088441228, 46, 26.993737353034746, 93.33333333333333, 'High Risk'),
(28974, 73, 19, '00:45.8', 37.128554671837165, 99.31382913027177, 116, 71, 30, 'Female', 77.23938898170765, 1.8184476902376834, 0.063154196, 45, 23.358083379684068, 86, 'Low Risk'),
(28975, 90, 17, '59:45.8', 37.15081730917099, 96.43900913849556, 125, 88, 72, 'Female', 56.556210715831995, 1.885917852030198, 0.085672071, 37, 15.901377972751662, 100.33333333333333, 'High Risk'),
(28976, 76, 13, '58:45.8', 36.994852214447775, 96.92728300170327, 118, 76, 86, 'Male', 88.39877219811022, 1.5860535615180533, 0.092510666, 42, 35.14071016703084, 90, 'High Risk'),
(28977, 84, 16, '57:45.8', 36.88460249863897, 95.19193329207874, 134, 79, 89, 'Female', 74.01810888160456, 1.876187305, 0.050746739, 55, 21.027401097687864, 97.33333333333333, 'Low Risk'),
(28978, 92, 18, '56:45.8', 36.76468928, 96.33820562938627, 127, 88, 74, 'Male', 74.20155385765709, 1.9602760089127276, 0.10674171162518536, 39, 19.309834448116703, 101, 'High Risk'),
(28979, 86, 14, '55:45.8', 37.239686238629496, 95.04007705607573, 132, 81, 81, 'Male', 93.88443476354735, 1.9628684142037174, 0.12730904, 51, 24.367513918737714, 98, 'Low Risk'),
(28980, 64, 12, '54:45.8', 36.14297319002989, 99.57716075921161, 130, 87, 22, 'Female', 62.74344054716758, 1.6821068161970016, 0.091314922, 43, 22.174875404233603, 101.33333333333333, 'Low Risk'),
(28981, 68, 17, '53:45.8', 37.24486704590192, 95.45266652538429, 139, 86, 79, 'Male', 85.58639251133403, 1.6261387521367707, 0.053227962, 53, 32.366036690853946, 103.66666666666666, 'High Risk'),
(28982, 72, 17, '52:45.8', 36.407724078432885, 96.27516659356493, 139, 72, 50, 'Female', 74.65357990666804, 1.5905905137411929, 0.12167118381881928, 67, 29.507598297052255, 94.33333333333333, 'Low Risk'),
(28983, 72, 15, '51:45.8', 36.472600907247916, 99.23523566020508, 116, 84, 38, 'Male', 73.67438030661437, 1.7780625461962682, 0.075684188, 32, 23.303568160677038, 94.66666666666667, 'Low Risk'),
(28984, 88, 14, '50:45.8', 37.02738603779433, 95.16083372294558, 130, 82, 78, 'Female', 70.66130046372948, 1.7024649498647701, 0.10599029871595775, 48, 24.379526532224503, 98, 'Low Risk'),
(28985, 65, 16, '49:45.8', 37.280530461039525, 97.89254323174998, 110, 78, 89, 'Male', 66.30016785140577, 1.748000382464718, 0.10694242034342305, 32, 21.698593370614475, 88.66666666666667, 'Low Risk'),
(28986, 72, 17, '48:45.8', 37.395742154682125, 98.57669246764223, 118, 74, 50, 'Female', 92.82125878944404, 1.9178996449679067, 0.14413822623664901, 44, 25.234557656035864, 88.66666666666667, 'Low Risk'),
(28987, 77, 14, '47:45.8', 36.09260331305049, 96.47199264, 124, 70, 65, 'Female', 71.09142912241316, 1.8431971723616556, 0.1282128416531183, 54, 20.925394471633037, 88, 'Low Risk'),
(28988, 92, 16, '46:45.8', 36.83340241840763, 99.43137185525765, 122, 83, 81, 'Male', 89.9362509, 1.5901852572527073, 0.14409572007808857, 39, 35.566352950704214, 96, 'High Risk'),
(28989, 62, 13, '45:45.8', 37.35572757625064, 96.75335712805604, 110, 71, 65, 'Female', 67.43278413158956, 1.828665685112717, 0.087410279, 39, 20.16519658, 84, 'Low Risk'),
(28990, 76, 13, '44:45.8', 36.27929118162178, 97.65115530861418, 134, 88, 71, 'Male', 96.81490510914301, 1.8993739737295194, 0.076275581, 46, 26.836214753032504, 103.33333333333333, 'Low Risk'),
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(28992, 84, 16, '42:45.8', 37.40671077071577, 97.72762603, 137, 76, 19, 'Female', 75.78309418845845, 1.7394273885270042, 0.06772649, 61, 25.04723123633889, 96.33333333333333, 'Low Risk'),
(28993, 60, 19, '41:45.8', 37.187834851486066, 99.83212142005422, 111, 71, 48, 'Male', 80.78458891642161, 1.570119223087689, 0.063803771, 40, 32.76900524548769, 84.33333333333333, 'High Risk'),
(28994, 74, 15, '40:45.8', 37.192982636646455, 95.48001579555732, 118, 76, 26, 'Male', 51.35090837536416, 1.5868509838662186, 0.11354351408368417, 42, 20.392752086396907, 90, 'Low Risk'),
(28995, 60, 12, '39:45.8', 36.907795891223806, 99.51694973395777, 121, 80, 69, 'Male', 50.324843443309845, 1.606818023417636, 0.13890055956838512, 41, 19.49166970732795, 93.66666666666667, 'Low Risk'),
(28996, 96, 14, '38:45.8', 37.09085117855023, 96.84283275194505, 128, 77, 89, 'Male', 87.39788516068896, 1.9348710369305584, 0.083897347, 51, 23.34516115904095, 94, 'High Risk'),
(28997, 67, 15, '37:45.8', 36.370813727819886, 95.78823782166882, 128, 84, 78, 'Female', 64.12307935, 1.612795037684445, 0.077803472, 44, 24.652218767097647, 98.66666666666667, 'Low Risk'),
(28998, 87, 14, '36:45.8', 36.90611784934394, 97.91071381373108, 130, 78, 51, 'Female', 55.23946170318225, 1.7508855719818412, 0.12937074981310254, 52, 18.01913378998285, 95.33333333333333, 'High Risk'),
(28999, 62, 15, '35:45.8', 36.61811908732766, 99.21680986116871, 127, 76, 63, 'Male', 70.36174973361346, 1.5231572377982392, 0.092701158, 51, 30.328236200650473, 93, 'High Risk'),
(29000, 99, 18, '34:45.8', 37.13524284015384, 99.68632255482318, 113, 72, 71, 'Male', 82.58477813811373, 1.5012165994994242, 0.12575262776262858, 41, 36.64487887804643, 85.66666666666667, 'High Risk'),
(29001, 60, 12, '33:45.8', 37.03250699601498, 99.88793933, 135, 82, 76, 'Female', 61.23795474, 1.586218481445533, 0.11878422047856532, 53, 24.33854804713827, 99.66666666666666, 'Low Risk'),
(29002, 93, 16, '32:45.8', 36.06085525096268, 99.19061787642268, 138, 70, 18, 'Female', 93.84823567968812, 1.5958283288002062, 0.1381493000610704, 68, 36.851381355094475, 92.66666666666666, 'High Risk'),
(29003, 78, 19, '31:45.8', 36.54274710343499, 99.07235770404964, 113, 75, 41, 'Female', 99.73529635931192, 1.934582039026342, 0.090922084, 38, 26.648611146911783, 87.66666666666667, 'Low Risk'),
(29004, 87, 17, '30:45.8', 36.06302799624416, 96.68552571392019, 139, 82, 33, 'Female', 86.40189117018589, 1.6301387952319883, 0.1269243284157097, 57, 32.51427555786864, 101, 'High Risk'),
(29005, 96, 13, '29:45.8', 36.65367974182537, 99.47356100358108, 131, 78, 74, 'Female', 81.73358191449222, 1.8322663502108072, 0.095123703, 53, 24.34575909904183, 95.66666666666666, 'High Risk'),
(29006, 62, 15, '28:45.8', 37.02133135, 95.37164436538616, 126, 71, 65, 'Male', 96.21973751055381, 1.6147638146291994, 0.1401299837830384, 55, 36.90168101304395, 89.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(29008, 62, 12, '26:45.8', 37.060154903724865, 99.09274604002375, 110, 71, 24, 'Female', 57.80473688481049, 1.9852178583512476, 0.086314613, 39, 14.667195544835153, 84, 'High Risk'),
(29009, 77, 15, '25:45.8', 37.40593187, 99.40187572489596, 138, 75, 43, 'Female', 97.44125921732191, 1.8088195623078367, 0.1146206449214038, 63, 29.781899596579272, 96, 'Low Risk'),
(29010, 97, 18, '24:45.8', 37.224809622907635, 96.00467100493448, 126, 89, 53, 'Male', 55.841373191600354, 1.9689588193121446, 0.099079395, 37, 14.403990407898961, 101.33333333333333, 'High Risk'),
(29011, 95, 18, '23:45.8', 36.19746379820256, 96.09525866138218, 110, 77, 25, 'Male', 80.06114731162005, 1.628858764222481, 0.09058913, 33, 30.175533112985292, 88, 'High Risk'),
(29012, 72, 13, '22:45.8', 37.422007394247274, 95.94314813286219, 118, 73, 86, 'Female', 51.023995572432256, 1.542803714476486, 0.0871935, 45, 21.43646220635044, 88, 'Low Risk'),
(29013, 91, 13, '21:45.8', 36.92053786720609, 95.32426149855787, 111, 88, 88, 'Female', 81.46980874476122, 1.6664996282541698, 0.05062045, 23, 29.335010941843816, 95.66666666666667, 'High Risk'),
(29014, 91, 19, '20:45.8', 36.77207767889224, 99.71076867851747, 133, 80, 37, 'Female', 82.84262685995375, 1.5380621294226107, 0.098760519, 53, 35.01919056364408, 97.66666666666666, 'High Risk'),
(29015, 73, 14, '19:45.8', 36.50509758, 97.57591726032871, 139, 88, 83, 'Female', 94.20032823276193, 1.941544632850713, 0.073787208, 51, 24.989505292973885, 105, 'Low Risk'),
(29016, 73, 15, '18:45.8', 36.34909493815413, 96.8204827, 126, 77, 79, 'Female', 61.92584228576718, 1.8955735484723522, 0.072919192, 49, 17.23418072509252, 93.33333333333333, 'High Risk'),
(29017, 98, 16, '17:45.8', 36.85759423264034, 99.90475365333288, 134, 70, 59, 'Male', 92.80502376396618, 1.6694878189883045, 0.062661343, 64, 33.296990095260604, 91.33333333333333, 'High Risk'),
(29018, 83, 15, '16:45.8', 36.57768855169554, 99.60125832968193, 120, 81, 27, 'Female', 92.47257998764216, 1.8145119089412745, 0.10600579352093073, 39, 28.086222294442795, 94, 'Low Risk'),
(29019, 76, 12, '15:45.8', 36.114305132373026, 95.30684517502638, 114, 72, 65, 'Female', 84.81456369922645, 1.6455201816705087, 0.054574889, 42, 31.323047286185048, 86, 'High Risk'),
(29020, 89, 19, '14:45.8', 37.397901085252585, 98.54804922036122, 133, 72, 74, 'Male', 70.72646056890773, 1.695147685, 0.1418526395991344, 61, 24.613129862920978, 92.33333333333333, 'Low Risk'),
(29021, 68, 16, '13:45.8', 37.46226741634812, 95.97517734, 136, 81, 29, 'Male', 68.09628335343965, 1.686750552, 0.10908065958579487, 55, 23.934352727539977, 99.33333333333333, 'Low Risk'),
(29022, 82, 12, '12:45.8', 36.541001413858886, 97.24686767, 123, 80, 37, 'Male', 53.54411038709229, 1.5689678663736117, 0.097224779, 43, 21.751219413986195, 94.33333333333333, 'Low Risk'),
(29023, 80, 19, '11:45.8', 36.20016004781002, 95.19612369182917, 110, 82, 45, 'Female', 85.14817341, 1.9097578392158407, 0.10530742831802395, 28, 23.346336082945008, 91.33333333333333, 'Low Risk'),
(29024, 69, 15, '10:45.8', 36.163445597361665, 96.19026757405787, 113, 80, 22, 'Female', 99.27578386872744, 1.6178957074729792, 0.082461517, 33, 37.92645748301219, 91, 'High Risk'),
(29025, 69, 17, '09:45.8', 36.37009396206676, 96.02029192458447, 135, 88, 64, 'Female', 51.77838902794155, 1.8202678622832376, 0.11817260324958717, 47, 15.627083446424574, 103.66666666666667, 'High Risk'),
(29026, 63, 15, '08:45.8', 36.726991780250934, 95.24630353196896, 121, 89, 26, 'Male', 65.8159717, 1.8453439504000726, 0.074150194, 32, 19.32754293474078, 99.66666666666667, 'Low Risk'),
(29027, 99, 18, '07:45.8', 36.827782841710196, 99.16046124031064, 124, 80, 47, 'Female', 80.78592939033844, 1.818273882795582, 0.08282604, 44, 24.43526899196423, 94.66666666666667, 'High Risk'),
(29028, 91, 16, '06:45.8', 36.025135814369484, 98.00435840588653, 111, 89, 86, 'Female', 86.00192202388035, 1.8404030975368328, 0.084784492, 22, 25.39114269, 96.33333333333333, 'High Risk'),
(29029, 86, 18, '05:45.8', 36.12415211874567, 95.95023344060756, 114, 87, 82, 'Male', 50.20137104148769, 1.646392811069048, 0.075573569, 27, 18.52032724060883, 96, 'Low Risk'),
(29030, 92, 18, '04:45.8', 36.46640410690109, 97.20881172662884, 133, 73, 89, 'Male', 85.08376804, 1.5195502632719922, 0.14459383478534865, 60, 36.848225186359294, 93, 'High Risk'),
(29031, 67, 18, '03:45.8', 36.02580494, 96.04208255923437, 118, 82, 81, 'Male', 69.11789339065436, 1.7634731662465966, 0.059199217, 36, 22.22556355073144, 94, 'Low Risk'),
(29032, 64, 18, '02:45.8', 36.63699529434449, 99.27605096304401, 119, 79, 31, 'Female', 54.92047184659957, 1.8379158040687256, 0.10509282692493524, 40, 16.258595837288816, 92.33333333333333, 'High Risk'),
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(29210, 88, 14, '04:45.8', 36.042116325912794, 99.37874839079123, 121, 70, 81, 'Female', 59.90177671913321, 1.8257754274166182, 0.11452481388186679, 51, 17.969872202306735, 87, 'High Risk'),
(29211, 93, 14, '03:45.8', 36.817833873418984, 95.29521869935563, 124, 71, 69, 'Female', 72.77913518879019, 1.8620785570260312, 0.068695621, 53, 20.989925288780135, 88.66666666666666, 'High Risk'),
(29212, 72, 15, '02:45.8', 36.95110916460865, 97.11408462598983, 120, 77, 25, 'Female', 62.51951892399518, 1.769512935814031, 0.083125485, 43, 19.96678510717004, 91.33333333333333, 'Low Risk'),
(29213, 96, 15, '01:45.8', 36.151278404890185, 99.34628409149694, 139, 76, 84, 'Male', 84.61075642657234, 1.6026381595236245, 0.11850438718863864, 63, 32.94235319, 97, 'High Risk'),
(29214, 93, 16, '00:45.8', 36.57787711074781, 95.60021085, 116, 79, 56, 'Male', 55.55316836358932, 1.8898065842529759, 0.051493611, 37, 15.55514692445531, 91.33333333333333, 'High Risk'),
(29215, 80, 17, '59:45.8', 36.45500065368071, 96.13187679269349, 124, 72, 89, 'Female', 97.17742021889242, 1.7187591171916035, 0.054714643, 52, 32.89541243135446, 89.33333333333333, 'High Risk'),
(29216, 83, 18, '58:45.8', 36.894455936892605, 95.17791954, 126, 74, 58, 'Female', 99.33007004564698, 1.6835406462704021, 0.131281372, 52, 35.045602393097724, 91.33333333333333, 'High Risk'),
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(29218, 66, 12, '56:45.8', 36.98911711710223, 96.90885162425454, 110, 84, 84, 'Male', 70.17649441133263, 1.9879622525304645, 0.11534942104041802, 26, 17.757237454447893, 92.66666666666667, 'High Risk'),
(29219, 89, 15, '55:45.8', 37.470991183522486, 95.03551144133195, 126, 78, 57, 'Male', 83.40819205810556, 1.8594035825847963, 0.13910450241306677, 48, 24.124669969165847, 94, 'Low Risk'),
(29220, 98, 13, '54:45.8', 36.82235634232005, 98.34957368911685, 112, 79, 49, 'Male', 82.80570309067969, 1.7294115259310225, 0.097637443, 33, 27.68621269069973, 90, 'High Risk'),
(29221, 85, 16, '53:45.8', 37.29649358516618, 96.07241005, 123, 84, 42, 'Female', 93.67873660146641, 1.5283907220004096, 0.10675297670666942, 39, 40.10257314802069, 97, 'High Risk'),
(29222, 75, 15, '52:45.8', 36.08705191286273, 98.71481921746128, 116, 79, 75, 'Female', 90.74158507760845, 1.6275613678638114, 0.099442861, 37, 34.255602911675666, 91.33333333333333, 'High Risk'),
(29223, 70, 15, '51:45.8', 36.80892177, 97.96521696784383, 122, 74, 62, 'Male', 68.72014810321502, 1.8112442057611826, 0.12092571596344907, 48, 20.94739723385739, 90, 'Low Risk'),
(29224, 67, 13, '50:45.8', 36.24652347026503, 97.97446715346949, 116, 70, 81, 'Male', 51.32442355526327, 1.7526007132553765, 0.073822149, 46, 16.709294447672672, 85.33333333333333, 'High Risk'),
(29225, 63, 13, '49:45.8', 36.931944805119564, 99.15940085929887, 116, 75, 86, 'Male', 77.96631885122679, 1.895808322394755, 0.099804574, 41, 21.692928198338787, 88.66666666666667, 'Low Risk'),
(29226, 64, 17, '48:45.8', 36.99421345904551, 98.11607861322142, 120, 89, 23, 'Female', 55.73887017447649, 1.569125154007333, 0.13204860140563662, 31, 22.638257338115533, 99.33333333333333, 'Low Risk'),
(29227, 92, 15, '47:45.8', 36.60766299983187, 99.38419778194384, 133, 89, 76, 'Male', 66.41194322608055, 1.819853297, 0.10179696529962595, 44, 20.052726401210286, 103.66666666666667, 'High Risk'),
(29228, 89, 12, '46:45.8', 36.43196092435314, 96.51681541159313, 136, 73, 18, 'Male', 51.38955998924499, 1.5865736253417344, 0.089050868, 63, 20.415237576431444, 94, 'Low Risk'),
(29229, 96, 15, '45:45.8', 37.04767581924882, 96.81322612067163, 114, 84, 74, 'Female', 57.54898636205083, 1.7932550640796678, 0.13428779974049077, 30, 17.895900099060363, 94, 'High Risk'),
(29230, 64, 12, '44:45.8', 36.657506415385704, 99.96876514906742, 115, 78, 21, 'Male', 77.17916129666554, 1.6509784612460674, 0.12399733331497576, 37, 28.315043936366667, 90.33333333333333, 'Low Risk'),
(29231, 71, 19, '43:45.8', 37.43464080112597, 99.18345552986082, 135, 70, 85, 'Female', 86.58730511512795, 1.5713485380291847, 0.10117292020369997, 65, 35.06785252850952, 91.66666666666666, 'High Risk'),
(29232, 72, 13, '42:45.8', 36.03351455831233, 98.87338446638145, 137, 75, 54, 'Male', 87.03555234276422, 1.9276459480768882, 0.14452403382236934, 62, 23.422980144733792, 95.66666666666666, 'Low Risk'),
(29233, 66, 18, '41:45.8', 37.38285181710664, 98.85747704440264, 129, 71, 69, 'Female', 56.30426351868744, 1.9404398076100438, 0.064769687, 58, 14.953433756631805, 90.33333333333333, 'High Risk'),
(29234, 85, 19, '40:45.8', 36.11084426, 95.16938945283977, 123, 70, 41, 'Female', 81.84444403511756, 1.8556626595946368, 0.098857527, 53, 23.76791826656355, 87.66666666666666, 'Low Risk'),
(29235, 75, 17, '39:45.8', 37.30333515, 95.52930073188915, 118, 79, 51, 'Male', 93.96459450672324, 1.9391221570720525, 0.11235506932403885, 39, 24.98928938598789, 92, 'Low Risk'),
(29236, 92, 19, '38:45.8', 37.082161365496916, 99.81550908555239, 137, 82, 42, 'Female', 50.566401938547486, 1.7004928533374595, 0.13264326432793538, 55, 17.48688404697146, 100.33333333333333, 'High Risk'),
(29237, 82, 16, '37:45.8', 36.63613195680666, 96.42913788861895, 118, 74, 33, 'Female', 88.73873541183293, 1.9627726929290588, 0.079388457, 44, 23.03420464535475, 88.66666666666667, 'Low Risk'),
(29238, 60, 12, '36:45.8', 37.085452, 98.38669409008534, 123, 82, 88, 'Male', 68.21572416859264, 1.586330221637994, 0.12167529796501803, 41, 27.107988800302216, 95.66666666666667, 'Low Risk'),
(29239, 69, 16, '35:45.8', 36.16290959601187, 98.34059755891974, 138, 72, 53, 'Female', 93.61131285854339, 1.689871118530894, 0.12793677379080942, 66, 32.780922348179146, 94, 'High Risk'),
(29240, 78, 18, '34:45.8', 37.39198848834679, 95.44270440948632, 134, 85, 20, 'Male', 57.98234473443923, 1.5504088717812319, 0.13239910412203088, 49, 24.121442960302836, 101.33333333333333, 'Low Risk'),
(29241, 97, 15, '33:45.8', 36.04141329303411, 99.31742885173354, 124, 83, 22, 'Male', 80.13261318148855, 1.6494596246974127, 0.074362794, 41, 29.45275513975252, 96.66666666666667, 'High Risk'),
(29242, 63, 14, '32:45.8', 36.431910596408294, 97.39730367845259, 134, 85, 40, 'Male', 78.70847421335435, 1.8198195296803539, 0.092751639, 49, 23.766479266952107, 101.33333333333333, 'Low Risk'),
(29243, 86, 19, '31:45.8', 37.42032537587632, 98.33472165, 120, 88, 39, 'Male', 97.48750075, 1.8630995402319919, 0.082444888, 32, 28.085154630555845, 98.66666666666667, 'Low Risk'),
(29244, 96, 19, '30:45.8', 36.25016989013099, 95.28838338762101, 115, 84, 58, 'Male', 58.67939101482201, 1.8114117248227397, 0.111690959, 31, 17.883447702519597, 94.33333333333333, 'High Risk'),
(29245, 68, 14, '29:45.8', 36.656981723468434, 98.53304956775392, 110, 81, 56, 'Male', 60.971510856134564, 1.6322707355653228, 0.089769296, 29, 22.884560073966444, 90.66666666666667, 'Low Risk'),
(29246, 78, 15, '28:45.8', 37.34781893144138, 97.23414706115328, 120, 78, 79, 'Female', 93.81235617, 1.5587049209728545, 0.095408944, 42, 38.61288314447512, 92, 'High Risk'),
(29247, 90, 19, '27:45.8', 37.18912759470591, 96.30452655934293, 117, 87, 46, 'Female', 80.38583783986738, 1.868105629121966, 0.097739442, 30, 23.03438834403119, 97, 'Low Risk'),
(29248, 76, 16, '26:45.8', 37.075273338377826, 97.41886614043344, 134, 88, 63, 'Female', 61.742070359665384, 1.891245251726362, 0.12470166751011635, 46, 17.26177641210035, 103.33333333333333, 'High Risk'),
(29249, 99, 13, '25:45.8', 36.332456458481516, 97.36243712059138, 117, 77, 40, 'Female', 50.39948999267746, 1.581279488, 0.096876561, 40, 20.156209646837652, 90.33333333333333, 'High Risk'),
(29250, 90, 17, '24:45.8', 36.687152560224824, 99.26005149471371, 136, 70, 84, 'Female', 50.31095913342302, 1.7011459853961521, 0.054087301, 66, 17.385189450799174, 92, 'High Risk'),
(29251, 99, 12, '23:45.8', 36.20282814058165, 97.62030033537972, 127, 79, 67, 'Female', 94.48689508191765, 1.5941023655254662, 0.084370877, 48, 37.18254956, 95, 'High Risk'),
(29252, 70, 14, '22:45.8', 37.12865412063033, 97.5924217, 120, 79, 52, 'Male', 71.74325137137279, 1.808851096091093, 0.083322957, 41, 21.92680831756207, 92.66666666666667, 'Low Risk'),
(29253, 80, 15, '21:45.8', 37.490245380855015, 98.10837715261296, 113, 82, 40, 'Male', 96.01789665936965, 1.6435085950168211, 0.1487335601109503, 31, 35.54743173880504, 92.33333333333333, 'High Risk'),
(29254, 94, 12, '20:45.8', 36.643382375251285, 97.12250389480808, 124, 78, 89, 'Female', 71.34347965768652, 1.9519263474764892, 0.075420816, 46, 18.725241818467726, 93.33333333333333, 'High Risk'),
(29255, 62, 14, '19:45.8', 36.338464717156185, 99.81674703340697, 133, 86, 71, 'Female', 57.317594298084806, 1.6368658554453348, 0.07006194, 47, 21.392511546593568, 101.66666666666667, 'Low Risk'),
(29256, 91, 14, '18:45.8', 36.02582287799645, 97.11327211799615, 110, 81, 38, 'Female', 50.12075309117129, 1.714518675737318, 0.11093569200740819, 29, 17.05034408248076, 90.66666666666667, 'High Risk'),
(29257, 66, 16, '17:45.8', 37.48931907864883, 95.22826858954984, 121, 76, 68, 'Male', 86.79294385, 1.8829653498975263, 0.11457403107667981, 45, 24.47934327813476, 91, 'Low Risk'),
(29258, 67, 14, '16:45.8', 37.453602683855465, 95.39913367556811, 111, 75, 23, 'Male', 67.06027650811856, 1.7456418006264462, 0.098121926, 36, 22.006707651634155, 87, 'Low Risk'),
(29259, 92, 17, '15:45.8', 36.536350870724334, 95.06094640544194, 135, 83, 57, 'Male', 65.37577313992573, 1.7570744952657438, 0.11701168274037871, 52, 21.175637231898286, 100.33333333333333, 'High Risk'),
(29260, 98, 14, '14:45.8', 36.05420152629157, 95.36879335996949, 122, 73, 30, 'Female', 95.31463754376449, 1.7763069352913996, 0.07113924, 49, 30.20811165, 89.33333333333333, 'High Risk'),
(29261, 97, 19, '13:45.8', 36.520461923833146, 96.88441711, 132, 76, 36, 'Male', 71.60539227950656, 1.6258008070860948, 0.087160313, 56, 27.090128100563106, 94.66666666666666, 'High Risk'),
(29262, 64, 19, '12:45.8', 36.56184544321275, 96.58351293623383, 118, 88, 80, 'Female', 69.81655651796237, 1.7305003340605971, 0.12423513533783116, 30, 23.313906470690497, 98, 'Low Risk'),
(29263, 83, 17, '11:45.8', 36.655382179822624, 95.17936738975132, 120, 89, 34, 'Male', 91.56891671, 1.8484301440494708, 0.14507985739008716, 31, 26.80044416446536, 99.33333333333333, 'Low Risk'),
(29264, 97, 18, '10:45.8', 37.282306485812235, 98.89946889540516, 139, 72, 42, 'Male', 77.35460334498754, 1.7676030696276332, 0.1455633566339884, 67, 24.758063320254067, 94.33333333333333, 'High Risk'),
(29265, 84, 12, '09:45.8', 37.26830308612432, 99.27964497942592, 111, 70, 63, 'Male', 64.35610049143862, 1.9715855119015695, 0.059556371, 41, 16.556116927870256, 83.66666666666667, 'High Risk'),
(29266, 90, 13, '08:45.8', 36.72724637761771, 97.06077941, 123, 79, 69, 'Female', 76.76936957471702, 1.7358504198047031, 0.091575801, 44, 25.477885211942976, 93.66666666666667, 'Low Risk'),
(29267, 97, 19, '07:45.8', 36.57404974245529, 99.37051115420417, 131, 77, 33, 'Male', 57.745409348154475, 1.9312694047375474, 0.1320070509484208, 54, 15.482166848941125, 95, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(29269, 88, 16, '05:45.8', 36.80184503069026, 95.85230734938305, 133, 78, 64, 'Female', 78.04190464, 1.6025673207710374, 0.14399066300599828, 55, 30.387522616215268, 96.33333333333333, 'High Risk'),
(29270, 70, 12, '04:45.8', 37.242906778349855, 98.54665420476906, 128, 89, 30, 'Female', 79.79746235009326, 1.569421962126399, 0.092473221, 39, 32.39736054023346, 102, 'High Risk'),
(29271, 67, 13, '03:45.8', 37.36462489282126, 98.10974703219843, 117, 75, 76, 'Female', 77.30384017814183, 1.6147507365288245, 0.093064655, 42, 29.647637098658212, 89, 'Low Risk'),
(29272, 66, 13, '02:45.8', 36.64040857293672, 95.11166458460728, 130, 78, 89, 'Female', 72.57999927439822, 1.784385204948693, 0.078053964, 52, 22.795007119092862, 95.33333333333333, 'Low Risk'),
(29273, 84, 15, '01:45.8', 36.72562068822601, 97.82985940107677, 130, 72, 38, 'Male', 64.16451873218932, 1.723898224920794, 0.11717058685409042, 58, 21.59094724335573, 91.33333333333333, 'Low Risk'),
(29274, 64, 18, '00:45.8', 37.07276859609701, 97.27204375111522, 126, 76, 19, 'Male', 90.76566935858943, 1.825402994550438, 0.062774128, 50, 27.23981146957756, 92.66666666666666, 'Low Risk'),
(29275, 66, 19, '59:45.8', 36.99449985625175, 96.37310340157609, 114, 76, 81, 'Male', 52.61416904795965, 1.733018932842749, 0.085593023, 38, 17.518467073355595, 88.66666666666667, 'High Risk'),
(29276, 70, 15, '58:45.8', 37.436471339775814, 95.09042696013466, 124, 83, 53, 'Male', 76.81694550680318, 1.646361207599217, 0.11703908574562034, 41, 28.340452832607827, 96.66666666666667, 'Low Risk'),
(29277, 62, 16, '57:45.8', 36.68439064284239, 98.93382413, 114, 71, 87, 'Female', 65.87618350099007, 1.8363407401109695, 0.13447307663769012, 43, 19.535381278146332, 85.33333333333333, 'Low Risk'),
(29278, 85, 12, '56:45.8', 37.15219457854644, 96.85705202534587, 125, 87, 47, 'Male', 58.77334516944531, 1.9788650669216798, 0.12331625087523482, 38, 15.008871731023584, 99.66666666666667, 'High Risk'),
(29279, 88, 12, '55:45.8', 36.6156627, 96.99354109502087, 129, 89, 35, 'Female', 98.73470211836315, 1.7924614277062898, 0.14914596411220554, 40, 30.730539355803185, 102.33333333333333, 'High Risk'),
(29280, 92, 12, '54:45.8', 36.04714560611507, 98.21720729073438, 111, 84, 86, 'Male', 86.37436365698827, 1.944566511751748, 0.056500961, 27, 22.84226976627773, 93, 'High Risk'),
(29281, 75, 14, '53:45.8', 36.89388728566228, 95.38567913920224, 112, 80, 36, 'Male', 79.28568669590376, 1.8836490638388526, 0.076809778, 32, 22.345743216326408, 90.66666666666667, 'Low Risk'),
(29282, 74, 18, '52:45.8', 36.93932271553046, 96.48582121976538, 116, 87, 68, 'Male', 84.14147834, 1.867929186224277, 0.07324638, 29, 24.115114162434757, 96.66666666666667, 'Low Risk'),
(29283, 61, 14, '51:45.8', 36.18400935522898, 97.83017531658629, 130, 86, 83, 'Male', 84.74561477931627, 1.5444849451894511, 0.050907522069960166, 44, 35.52629157040099, 100.66666666666667, 'High Risk'),
(29284, 72, 19, '50:45.8', 36.27932937263921, 95.90678902, 115, 81, 82, 'Male', 71.50777438176095, 1.8950339871686543, 0.11727566870774891, 34, 19.912200399875392, 92.33333333333333, 'Low Risk'),
(29285, 79, 19, '49:45.8', 36.54683874228501, 97.16553582897535, 134, 87, 72, 'Female', 86.48350866, 1.9660397424371667, 0.099695715, 47, 22.374261805912596, 102.66666666666667, 'Low Risk'),
(29286, 85, 18, '48:45.8', 36.953255742736836, 98.00444508345237, 139, 79, 63, 'Male', 92.52215130032863, 1.7998758682764024, 0.098179344, 60, 28.560158536541188, 99, 'Low Risk'),
(29287, 73, 18, '47:45.8', 37.385456806967525, 98.98989266188488, 136, 88, 50, 'Male', 66.08407741620056, 1.691649507318362, 0.14631530045876417, 48, 23.092771490014247, 104, 'Low Risk'),
(29288, 63, 19, '46:45.8', 37.24603578219562, 99.32373083013927, 128, 76, 33, 'Female', 91.11075889094515, 1.8674533829535829, 0.088560321, 52, 26.12583172664147, 93.33333333333333, 'Low Risk'),
(29289, 74, 12, '45:45.8', 36.17598966769978, 99.20660405308388, 137, 84, 85, 'Female', 96.80279413, 1.9363780372668875, 0.10052628129744134, 53, 25.81710831, 101.66666666666666, 'Low Risk'),
(29290, 82, 18, '44:45.8', 36.009791632505795, 96.09511403895434, 137, 86, 63, 'Male', 90.86663158316065, 1.7091520374844922, 0.13726662410306262, 51, 31.10591887101538, 103, 'High Risk'),
(29291, 91, 18, '43:45.8', 36.44140029986747, 99.60949164469403, 118, 76, 45, 'Male', 77.82237136, 1.9174061335436337, 0.13215925000733464, 42, 21.167824963210087, 90, 'High Risk'),
(29292, 78, 14, '42:45.8', 37.130415471872375, 99.20127946747876, 112, 74, 87, 'Female', 91.12641306853749, 1.9633778027348523, 0.086867017, 38, 23.639403977352462, 86.66666666666667, 'Low Risk'),
(29293, 65, 17, '41:45.8', 37.20085178786148, 95.32775804560951, 117, 85, 89, 'Male', 83.88436525998507, 1.7265815296550628, 0.1457332430016522, 32, 28.13888219568876, 95.66666666666667, 'Low Risk'),
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(29472, 94, 12, '42:45.8', 36.42463242293832, 98.44735679262338, 117, 76, 29, 'Male', 53.12440001629039, 1.9195425355994424, 0.13910924399074642, 41, 14.41778542576099, 89.66666666666667, 'High Risk'),
(29473, 91, 15, '41:45.8', 36.76836207949932, 98.66833684740634, 110, 80, 38, 'Female', 60.78633265846438, 1.8229365724698532, 0.086499144, 30, 18.292068811036827, 90, 'High Risk'),
(29474, 64, 15, '40:45.8', 37.466835859350454, 95.81084672789598, 124, 82, 18, 'Female', 59.018317175759634, 1.8850738486931529, 0.1398214972114833, 42, 16.608487535480325, 96, 'High Risk'),
(29475, 87, 12, '39:45.8', 37.09506736608536, 96.69605606020687, 127, 82, 24, 'Male', 70.60359378230551, 1.7828728480937661, 0.081399657, 45, 22.211918204641563, 97, 'Low Risk'),
(29476, 99, 18, '38:45.8', 36.51467078909015, 99.79593313563376, 123, 78, 62, 'Male', 86.16940855, 1.5319380793790827, 0.053748798, 45, 36.71729585475376, 93, 'High Risk'),
(29477, 80, 12, '37:45.8', 36.01204239823921, 97.34421114, 126, 80, 23, 'Female', 76.59413884346847, 1.6935071038463607, 0.14879166182693768, 46, 26.706777745477854, 95.33333333333333, 'Low Risk'),
(29478, 85, 17, '36:45.8', 36.365264492369356, 98.01225156718418, 123, 88, 32, 'Female', 54.86223667998894, 1.624634020018282, 0.11360284540733027, 35, 20.78559318598239, 99.66666666666667, 'Low Risk'),
(29479, 62, 13, '35:45.8', 36.21802103676743, 95.73156816, 137, 88, 49, 'Male', 55.24233397541563, 1.7816605933096914, 0.088623283, 49, 17.402917858897702, 104.33333333333333, 'High Risk'),
(29480, 61, 12, '34:45.8', 36.616697418235084, 95.35836031982353, 115, 83, 76, 'Male', 72.37154467689294, 1.586450295558664, 0.10879639087546852, 32, 28.755101326568465, 93.66666666666667, 'Low Risk'),
(29481, 75, 14, '33:45.8', 36.981426281675745, 98.21787671877588, 126, 74, 35, 'Female', 91.10556725018321, 1.5214214517729276, 0.089627307, 52, 39.35916221659826, 91.33333333333333, 'High Risk'),
(29482, 79, 18, '32:45.8', 37.28735429842416, 95.8336637, 139, 87, 89, 'Male', 70.61929685068189, 1.5411042698995419, 0.052480149, 52, 29.734411098625763, 104.33333333333333, 'Low Risk'),
(29483, 80, 19, '31:45.8', 36.60788587614355, 96.99687252149671, 122, 71, 83, 'Male', 82.23386483143773, 1.7836388167094497, 0.084066918, 51, 25.848590796353452, 88, 'Low Risk'),
(29484, 92, 12, '30:45.8', 36.99304525607717, 98.82610836404895, 131, 78, 53, 'Female', 73.17009784527083, 1.7208048014350248, 0.11867584917973095, 53, 24.70986754791533, 95.66666666666666, 'High Risk'),
(29485, 74, 19, '29:45.8', 36.10380876, 99.15669511342426, 121, 75, 48, 'Male', 50.47016925, 1.5082258288476225, 0.080251664, 46, 22.187175225280438, 90.33333333333333, 'Low Risk'),
(29486, 67, 16, '28:45.8', 36.551821848179635, 97.02953946, 110, 79, 78, 'Female', 64.59058142172626, 1.6413173231639353, 0.14194726905739954, 31, 23.976406186666022, 89.33333333333333, 'Low Risk'),
(29487, 69, 13, '27:45.8', 36.312442876809754, 98.51136294385036, 110, 81, 86, 'Male', 50.12101500861274, 1.8077109583368158, 0.11761093764019778, 29, 15.337757815234067, 90.66666666666667, 'High Risk'),
(29488, 72, 16, '26:45.8', 36.12054690717383, 96.73746510895003, 111, 74, 48, 'Male', 63.48838886, 1.6695536883349462, 0.073613141, 37, 22.776842957511324, 86.33333333333333, 'Low Risk'),
(29489, 79, 12, '25:45.8', 37.08399816286068, 99.05738347829904, 114, 72, 78, 'Female', 98.75045704356612, 1.7182058960665108, 0.099115894, 42, 33.44942867821412, 86, 'High Risk'),
(29490, 98, 18, '24:45.8', 37.13282881317051, 96.36629759141125, 115, 77, 75, 'Male', 64.41333806, 1.9569931221912475, 0.081393769, 38, 16.818885240987964, 89.66666666666667, 'High Risk'),
(29491, 95, 15, '23:45.8', 36.797521818910006, 96.46605188596837, 133, 74, 42, 'Male', 67.24380616539847, 1.745881575810369, 0.12205532326107547, 59, 22.060874487725858, 93.66666666666666, 'High Risk'),
(29492, 78, 15, '22:45.8', 37.174381628422545, 95.41901663064777, 126, 79, 21, 'Male', 66.40248997648285, 1.843521111042389, 0.085721904, 47, 19.538361216453108, 94.66666666666667, 'Low Risk'),
(29493, 95, 14, '21:45.8', 36.35831214554901, 99.49659796, 130, 74, 51, 'Male', 80.29564300565963, 1.7934652847566317, 0.10375205023987613, 56, 24.963531932682194, 92.66666666666666, 'High Risk'),
(29494, 68, 15, '20:45.8', 36.82891670673062, 97.41577643182494, 127, 86, 64, 'Female', 72.97091617691822, 1.910090578173946, 0.13829532355349639, 41, 20.00054703847376, 99.66666666666667, 'Low Risk'),
(29495, 98, 19, '19:45.8', 37.012160720654364, 96.33050887520626, 124, 75, 58, 'Female', 89.81867275207844, 1.6169671052838421, 0.1022538387860955, 49, 34.35296788, 91.33333333333333, 'High Risk'),
(29496, 83, 15, '18:45.8', 37.334765132400506, 98.88512700334823, 119, 70, 82, 'Female', 97.20819321, 1.744789116898609, 0.1098929463410725, 49, 31.93132820582051, 86.33333333333333, 'High Risk'),
(29497, 76, 14, '17:45.8', 37.17626808209708, 98.99327434972308, 114, 83, 46, 'Female', 56.54078419268526, 1.834092606673493, 0.12879849831176624, 31, 16.808126471701936, 93.33333333333333, 'High Risk'),
(29498, 68, 18, '16:45.8', 36.70027825565044, 97.08667237942345, 121, 85, 37, 'Female', 52.44339203093795, 1.6046271950222857, 0.050080076, 36, 20.36772288124677, 97, 'Low Risk'),
(29499, 84, 12, '15:45.8', 36.884822816608846, 99.52677983847695, 138, 75, 56, 'Female', 94.35998678443319, 1.5668158157973198, 0.1363206237067961, 63, 38.43722074256069, 96, 'High Risk'),
(29500, 72, 16, '14:45.8', 36.31113340701496, 99.59694367187188, 129, 85, 60, 'Female', 99.69899963, 1.6058887652436808, 0.064602596, 44, 38.65982475692883, 99.66666666666667, 'High Risk'),
(29501, 81, 13, '13:45.8', 36.35692525893208, 97.76696963575485, 129, 83, 49, 'Female', 88.79413072219747, 1.5818361167376724, 0.11480536221315185, 46, 35.486346231171815, 98.33333333333333, 'High Risk'),
(29502, 87, 16, '12:45.8', 36.76038332619367, 97.21048633815386, 122, 76, 37, 'Male', 94.25955966440318, 1.8056995437658836, 0.076835465, 46, 28.90909058675623, 91.33333333333333, 'Low Risk'),
(29503, 85, 13, '11:45.8', 36.41830858989281, 95.75723561781327, 113, 81, 33, 'Male', 61.188462456371425, 1.6738738589138529, 0.1224927884202413, 32, 21.838564430912474, 91.66666666666667, 'Low Risk'),
(29504, 93, 19, '10:45.8', 37.360389740212796, 97.74382614052449, 125, 73, 52, 'Female', 94.99738858318247, 1.8587472691390479, 0.086583406, 52, 27.496092493376953, 90.33333333333333, 'High Risk'),
(29505, 72, 13, '09:45.8', 37.34906858, 99.58838134196215, 130, 88, 75, 'Male', 79.19309156905781, 1.9905002553277147, 0.14616072392335422, 42, 19.98769999052049, 102, 'Low Risk'),
(29506, 62, 19, '08:45.8', 36.70710236570942, 95.42491691209665, 124, 86, 80, 'Male', 63.156505219504965, 1.9310667899102212, 0.11637129874421766, 38, 16.93649352, 98.66666666666667, 'High Risk'),
(29507, 95, 17, '07:45.8', 36.14573046147857, 95.59541727934904, 125, 80, 63, 'Female', 74.23298642250997, 1.6603270469285725, 0.060044941636248156, 45, 26.928344048235225, 95, 'High Risk'),
(29508, 84, 19, '06:45.8', 37.22557246352269, 95.01291158172674, 131, 77, 88, 'Male', 64.79809026351477, 1.8788876095790985, 0.10696995843510951, 54, 18.355262576718825, 95, 'High Risk'),
(29509, 67, 15, '05:45.8', 37.43320992738065, 97.24085654436031, 126, 74, 76, 'Male', 67.5743938, 1.8060810114567833, 0.10563552142571989, 52, 20.71608599474884, 91.33333333333333, 'Low Risk'),
(29510, 71, 14, '04:45.8', 36.30381126055135, 95.01024058522272, 115, 81, 59, 'Male', 67.10821748, 1.5006934969838237, 0.072427447, 34, 29.798314676376425, 92.33333333333333, 'Low Risk'),
(29511, 99, 18, '03:45.8', 36.435017936735896, 96.75290124784838, 126, 86, 73, 'Male', 94.97777645045083, 1.6436189240545647, 0.065148576, 40, 35.15764139962543, 99.33333333333333, 'High Risk'),
(29512, 75, 15, '02:45.8', 36.95485710711213, 97.26352111603498, 131, 86, 80, 'Female', 79.37629574951129, 1.9987852682120701, 0.10569464518294067, 45, 19.868201143629108, 101, 'Low Risk'),
(29513, 71, 13, '01:45.8', 36.192875494517104, 96.09382603, 119, 87, 59, 'Female', 99.96852074202606, 1.804132826, 0.09020489, 32, 30.713283522027286, 97.66666666666667, 'High Risk'),
(29514, 94, 17, '00:45.8', 36.25468186362679, 97.03953710243741, 139, 88, 51, 'Male', 91.27727671068483, 1.6120314837833702, 0.092884521, 51, 35.12494356975124, 105, 'High Risk'),
(29515, 93, 15, '59:45.8', 36.274624958126765, 95.72111484731606, 116, 85, 67, 'Male', 61.774611159086774, 1.9873955255879883, 0.099430669, 31, 15.640167683932244, 95.33333333333333, 'High Risk'),
(29516, 98, 13, '58:45.8', 37.023147430980366, 99.19122952476744, 136, 77, 38, 'Female', 55.486137278112636, 1.5890965222901956, 0.12571316089583096, 59, 21.972725874290866, 96.66666666666666, 'High Risk'),
(29517, 64, 13, '57:45.8', 36.17697524656613, 98.33488578606529, 134, 80, 82, 'Female', 81.82011988425262, 1.7575073541511665, 0.08493805, 54, 26.489015018661092, 98, 'Low Risk'),
(29518, 72, 14, '56:45.8', 36.525977755589125, 98.16991842673828, 116, 74, 88, 'Female', 54.09875155824521, 1.7787703920852693, 0.110654867, 42, 17.098084501182544, 88, 'High Risk'),
(29519, 94, 19, '55:45.8', 36.263733939840115, 96.04896328105752, 135, 80, 59, 'Female', 99.05671801804229, 1.991508053672234, 0.1445743477680897, 55, 24.975822578009655, 98.33333333333333, 'High Risk'),
(29520, 88, 12, '54:45.8', 37.181866228896155, 99.34332394579728, 115, 74, 46, 'Male', 95.04146252, 1.8811221278756791, 0.083836611, 41, 26.858337478890785, 87.66666666666667, 'Low Risk'),
(29521, 73, 14, '53:45.8', 37.26494643720566, 98.63272965618977, 132, 75, 81, 'Male', 60.35143128, 1.8435442882708168, 0.10087697864237205, 57, 17.75744276401741, 94, 'High Risk'),
(29522, 97, 15, '52:45.8', 36.65599228520857, 98.82017078741264, 129, 83, 82, 'Female', 87.46702552517583, 1.887547816065233, 0.057156633, 46, 24.549826856487634, 98.33333333333333, 'High Risk'),
(29523, 70, 19, '51:45.8', 36.331243612531914, 99.55676802, 127, 73, 25, 'Male', 83.32233866568397, 1.5562581426125675, 0.06382832, 54, 34.40314751221904, 91, 'High Risk'),
(29524, 94, 12, '50:45.8', 36.73477925897624, 98.78718903629922, 131, 83, 55, 'Male', 78.39384961720731, 1.919479561328172, 0.05136139, 48, 21.277226036395156, 99, 'High Risk'),
(29525, 95, 17, '49:45.8', 36.41700692114049, 99.00541770503085, 126, 84, 51, 'Male', 84.28107429977842, 1.6464291110446179, 0.1293143061638926, 42, 31.09166573565238, 98, 'High Risk'),
(29526, 65, 17, '48:45.8', 37.30483112366379, 97.26822047966981, 133, 79, 20, 'Male', 71.70698445594121, 1.825986291627597, 0.07814225, 54, 21.506336345011743, 97, 'Low Risk'),
(29527, 83, 17, '47:45.8', 37.10245164892321, 98.20417717, 128, 76, 32, 'Male', 96.57559501430451, 1.957173065281835, 0.10505910122559252, 52, 25.21209482490551, 93.33333333333333, 'Low Risk'),
(29528, 85, 19, '46:45.8', 37.25072607219563, 98.53087444125543, 121, 76, 64, 'Male', 66.90488846682128, 1.6736624268401672, 0.1023248701834037, 45, 23.884827995790943, 91, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(29529, 82, 15, '45:45.8', 36.241906313809004, 97.70775592510961, 123, 76, 19, 'Female', 53.19438509721816, 1.9845491051424689, 0.050492693641396226, 47, 13.506477334651438, 91.66666666666667, 'High Risk'),
(29530, 90, 17, '44:45.8', 36.57759760156458, 99.73259563, 112, 86, 50, 'Male', 86.64807275, 1.5905275220027164, 0.11873120017158185, 26, 34.251258275186906, 94.66666666666667, 'High Risk'),
(29531, 86, 16, '43:45.8', 36.312256864385674, 97.35487127814669, 117, 81, 34, 'Female', 71.91843239924036, 1.683030719581971, 0.08430553, 36, 25.38961564736045, 93, 'Low Risk'),
(29532, 94, 17, '42:45.8', 36.83409983681066, 95.10814277, 134, 85, 52, 'Male', 74.33867552645293, 1.7179624045041324, 0.065221749, 49, 25.187641768509696, 101.33333333333333, 'High Risk'),
(29533, 83, 17, '41:45.8', 37.21500025035255, 99.94492545127896, 138, 70, 68, 'Female', 76.41541511202081, 1.8159747284341614, 0.10441336587642744, 68, 23.171885600673257, 92.66666666666666, 'Low Risk'),
(29534, 95, 12, '40:45.8', 36.77586922516619, 95.88588131944454, 112, 89, 87, 'Female', 90.96754720374435, 1.8868823670870092, 0.077183748, 23, 25.550348770449578, 96.66666666666667, 'High Risk'),
(29535, 74, 14, '39:45.8', 36.71509653013083, 95.25701941708294, 126, 84, 30, 'Female', 97.62640282481857, 1.6384007099191842, 0.061483526192547946, 42, 36.36863761461435, 98, 'High Risk'),
(29536, 89, 13, '38:45.8', 37.47938170263428, 95.48322092571627, 120, 71, 87, 'Female', 80.57323534807591, 1.589229473192403, 0.13246291837775104, 49, 31.901975803640305, 87.33333333333333, 'High Risk'),
(29537, 74, 14, '37:45.8', 36.40308715372842, 95.53740798419562, 112, 82, 30, 'Male', 86.66567064414366, 1.9663385775164468, 0.10132872822229377, 30, 22.41457468918797, 92, 'Low Risk'),
(29538, 79, 19, '36:45.8', 36.04954190020723, 99.50665188523746, 116, 85, 83, 'Male', 94.41811372044211, 1.9776122587983265, 0.10570093515985948, 31, 24.14198795124095, 95.33333333333333, 'Low Risk'),
(29539, 94, 13, '35:45.8', 37.41540402564082, 95.50496901149235, 117, 72, 37, 'Female', 79.73113119, 1.9744887652980356, 0.063088007, 45, 20.451190388555048, 87, 'High Risk'),
(29540, 93, 14, '34:45.8', 37.41150148392738, 98.07568769347338, 121, 76, 38, 'Female', 52.74380583316196, 1.5893791645453996, 0.1201222664272955, 45, 20.87932397, 91, 'High Risk'),
(29541, 86, 17, '33:45.8', 37.29120520669456, 95.88442613209841, 136, 89, 43, 'Male', 57.04755941728574, 1.6426881190272271, 0.084665287, 47, 21.141063819792787, 104.66666666666667, 'Low Risk'),
(29542, 64, 15, '32:45.8', 36.547344304313356, 98.28837818983752, 130, 73, 73, 'Male', 80.68220009, 1.9978514928706257, 0.13031859785031485, 57, 20.213956525654268, 92, 'Low Risk'),
(29543, 79, 19, '31:45.8', 36.02914608, 96.47026916832336, 124, 80, 44, 'Female', 56.45828918293914, 1.810139973994938, 0.1260077749534803, 44, 17.230718823941128, 94.66666666666667, 'High Risk'),
(29544, 91, 16, '30:45.8', 36.797565179373315, 99.21770124682536, 124, 72, 22, 'Male', 64.00324015050121, 1.7821003120670496, 0.1133542696717081, 52, 20.15290548520358, 89.33333333333333, 'High Risk'),
(29545, 90, 14, '29:45.8', 37.056326216932014, 96.43081441471188, 137, 82, 60, 'Male', 61.99465261031017, 1.7488883038092262, 0.10472113673232857, 55, 20.26889552634765, 100.33333333333333, 'Low Risk'),
(29546, 94, 15, '28:45.8', 37.03242333562699, 98.67089615, 124, 84, 32, 'Male', 66.35860758057404, 1.6600657437627178, 0.11730602569930122, 40, 24.079456985942574, 97.33333333333333, 'High Risk'),
(29547, 93, 12, '27:45.8', 36.25368669084966, 96.86485068798993, 121, 84, 86, 'Male', 87.52125893, 1.8906519013905871, 0.1258716799462991, 37, 24.484452912385198, 96.33333333333333, 'High Risk'),
(29548, 63, 19, '26:45.8', 37.225160998433644, 97.53653491567906, 138, 73, 36, 'Male', 70.31495709275768, 1.557585630156619, 0.13737039020599418, 65, 28.983034405739673, 94.66666666666666, 'Low Risk'),
(29549, 91, 17, '25:45.8', 37.10635985685734, 96.21936862602027, 122, 88, 44, 'Male', 92.45208025270813, 1.6436474573743696, 0.11341125221847148, 34, 34.22152375450474, 99.33333333333333, 'High Risk'),
(29550, 78, 14, '24:45.8', 36.64378421462576, 95.38922006946547, 122, 79, 30, 'Female', 62.64600906522643, 1.8225184389823306, 0.053678322, 43, 18.860341284490314, 93.33333333333333, 'Low Risk'),
(29551, 89, 15, '23:45.8', 36.60887510180138, 95.86664805, 138, 79, 45, 'Male', 87.02451064042806, 1.733006591862206, 0.086451141, 59, 28.97618198212388, 98.66666666666666, 'Low Risk'),
(29552, 93, 12, '22:45.8', 36.22071352475783, 98.94937195, 139, 85, 87, 'Male', 74.29924166592082, 1.523747832480871, 0.071066504, 54, 32.00060428879738, 103, 'High Risk'),
(29553, 83, 17, '21:45.8', 36.004198885225456, 98.10241043042109, 115, 71, 51, 'Female', 89.88655528, 1.6107102579040644, 0.094787903, 44, 34.646541454434825, 85.66666666666667, 'High Risk'),
(29554, 75, 12, '20:45.8', 36.570644992124265, 98.13348122537423, 134, 79, 71, 'Male', 77.04705575381738, 1.6281285895047217, 0.090168755, 55, 29.06555649677028, 97.33333333333333, 'Low Risk'),
(29555, 89, 12, '19:45.8', 36.72851916658281, 98.84630323244261, 126, 82, 40, 'Female', 78.38593837061549, 1.7406392797223678, 0.12134031069717506, 44, 25.871440010172396, 96.66666666666667, 'Low Risk'),
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(29732, 88, 15, '22:45.8', 37.17699284, 98.70726024346881, 126, 86, 34, 'Male', 73.25545807928974, 1.674020251218087, 0.14219569448965372, 40, 26.140781884216086, 99.33333333333333, 'Low Risk'),
(29733, 84, 12, '21:45.8', 37.235401087220225, 99.39321132, 116, 87, 89, 'Male', 60.763747161664625, 1.7075618313940264, 0.064159476, 29, 20.839709983122866, 96.66666666666667, 'Low Risk'),
(29734, 70, 18, '20:45.8', 37.290280890216415, 96.90337005, 112, 74, 33, 'Male', 88.59421865081936, 1.9607623271885108, 0.050931506, 38, 23.043873056247147, 86.66666666666667, 'Low Risk'),
(29735, 83, 14, '19:45.8', 37.33337813839811, 95.18328190772439, 128, 82, 32, 'Male', 60.24536567216177, 1.7325888267160299, 0.081019302, 46, 20.06931853674711, 97.33333333333333, 'Low Risk'),
(29736, 80, 19, '18:45.8', 36.35435561488893, 98.16108562813255, 123, 86, 41, 'Male', 56.03513927675422, 1.9151751914680561, 0.050391671, 37, 15.277188628753084, 98.33333333333333, 'High Risk'),
(29737, 61, 14, '17:45.8', 36.95525322800054, 97.16502733070726, 126, 89, 28, 'Female', 78.34730355805728, 1.620358615158606, 0.10150968762737525, 37, 29.840202712090726, 101.33333333333333, 'Low Risk'),
(29738, 99, 12, '16:45.8', 37.43691074, 99.05472782037388, 139, 85, 78, 'Female', 94.42726090318298, 1.8960052806982715, 0.1214014353950399, 54, 26.26747374882138, 103, 'High Risk'),
(29739, 66, 18, '15:45.8', 37.384280520171835, 97.88203505055029, 125, 87, 72, 'Female', 94.79468529164214, 1.837027314991322, 0.11957494848249935, 38, 28.090066104527022, 99.66666666666667, 'Low Risk'),
(29740, 94, 16, '14:45.8', 36.43303894820103, 95.04748254014413, 130, 83, 58, 'Female', 98.45960369781437, 1.6057689703136164, 0.074156005, 47, 38.18492664, 98.66666666666667, 'High Risk'),
(29741, 85, 17, '13:45.8', 37.20437716010806, 98.27315487934595, 137, 71, 36, 'Female', 99.87096333158419, 1.5725680349271416, 0.050108823, 66, 40.385024592361205, 93, 'High Risk'),
(29742, 90, 13, '12:45.8', 37.262853907427974, 98.10509413832237, 135, 83, 37, 'Female', 78.91915345, 1.6996313604846098, 0.065106405, 52, 27.31951256507552, 100.33333333333333, 'Low Risk'),
(29743, 74, 14, '11:45.8', 36.65730784693837, 99.69941799, 110, 78, 50, 'Female', 86.09929316, 1.8129317312557587, 0.071417385, 32, 26.196102759332575, 88.66666666666667, 'Low Risk'),
(29744, 99, 14, '10:45.8', 37.009045253655955, 95.22170575, 117, 89, 84, 'Female', 64.21182727070203, 1.7599824482174262, 0.093989668, 28, 20.729954806326635, 98.33333333333333, 'High Risk'),
(29745, 90, 19, '09:45.8', 37.281178256828206, 95.9543131, 133, 79, 64, 'Male', 68.68445080249207, 1.806761364008633, 0.10921098678916995, 54, 21.040537982069214, 97, 'Low Risk'),
(29746, 78, 12, '08:45.8', 37.221148189225374, 98.63638597861227, 120, 81, 26, 'Male', 52.407467467085674, 1.8149243235838137, 0.067174846, 39, 15.910218032657395, 94, 'High Risk'),
(29747, 62, 17, '07:45.8', 36.20911048670983, 97.9952576, 112, 76, 39, 'Male', 59.61450279272567, 1.941474925305903, 0.11514855165630729, 36, 15.815697665278252, 88, 'High Risk'),
(29748, 79, 13, '06:45.8', 36.16909462203968, 99.59039927660123, 110, 74, 25, 'Female', 59.83215582882669, 1.868546022062209, 0.13062922845942515, 36, 17.13669445679321, 86, 'High Risk'),
(29749, 92, 13, '05:45.8', 36.25031429743876, 98.34169677342516, 119, 77, 54, 'Male', 64.28895432054487, 1.985286906360824, 0.089217554, 42, 16.311346193893737, 91, 'High Risk'),
(29750, 76, 15, '04:45.8', 36.660817947101805, 98.37397241729293, 125, 78, 71, 'Male', 97.21626463563321, 1.7994409503952071, 0.10771714465744722, 47, 30.02366674093707, 93.66666666666667, 'High Risk'),
(29751, 99, 17, '03:45.8', 36.00925661556386, 96.14044007475687, 112, 86, 63, 'Female', 62.29487205225558, 1.8155515190801477, 0.067840611, 26, 18.89883980509171, 94.66666666666667, 'High Risk'),
(29752, 97, 13, '02:45.8', 36.866502250024205, 99.69219259540847, 135, 74, 74, 'Male', 69.80440059054644, 1.8925404115936304, 0.093969199, 61, 19.489131168188525, 94.33333333333333, 'High Risk'),
(29753, 95, 12, '01:45.8', 36.13601430467612, 97.23035214241716, 129, 78, 61, 'Female', 77.60548886817648, 1.646343984, 0.060940739, 51, 28.631973065508753, 95, 'High Risk'),
(29754, 70, 15, '00:45.8', 36.93064999018189, 97.75990272443228, 124, 87, 65, 'Female', 64.86656433089243, 1.6115339372450883, 0.099945438, 37, 24.97709838736642, 99.33333333333333, 'Low Risk'),
(29755, 93, 17, '59:45.8', 36.22128076458876, 98.49195348461447, 114, 81, 79, 'Female', 66.71559511548759, 1.828657156204117, 0.12857570749371433, 33, 19.950913450473482, 92, 'High Risk'),
(29756, 63, 13, '58:45.8', 36.71200463528719, 96.47351778119132, 132, 70, 62, 'Male', 86.67993589165916, 1.8675131182124336, 0.12828260328179897, 62, 24.85371186254166, 90.66666666666666, 'Low Risk'),
(29757, 81, 17, '57:45.8', 37.24777713271904, 99.62420742828529, 115, 83, 27, 'Male', 92.75572659509635, 1.8043134033379467, 0.13089127992786923, 32, 28.49159623748238, 93.66666666666667, 'Low Risk'),
(29758, 73, 19, '56:45.8', 36.04197542, 99.57403487331884, 130, 72, 41, 'Male', 65.14151680961169, 1.9226430325162387, 0.097392025, 58, 17.622217206498696, 91.33333333333333, 'High Risk'),
(29759, 96, 14, '55:45.8', 37.37031695777813, 97.06237672748051, 132, 86, 26, 'Male', 81.67660363064508, 1.5276026082730958, 0.12854416485404313, 46, 35.000712694601646, 101.33333333333333, 'High Risk'),
(29760, 90, 14, '54:45.8', 36.418557188819825, 99.38658181, 120, 88, 48, 'Female', 93.59489549031477, 1.628652055072799, 0.084385824, 32, 35.28544025167026, 98.66666666666667, 'High Risk'),
(29761, 77, 18, '53:45.8', 36.90485882880877, 97.50689180812475, 138, 80, 64, 'Male', 71.02923631547435, 1.816738429897753, 0.065227987, 58, 21.520499102695396, 99.33333333333333, 'Low Risk'),
(29762, 88, 14, '52:45.8', 36.92143893555412, 95.37904668673589, 123, 83, 38, 'Female', 66.77786990037308, 1.6287040758788227, 0.057599614, 40, 25.173766250673413, 96.33333333333333, 'Low Risk'),
(29763, 94, 12, '51:45.8', 36.681158865615764, 96.18500417, 118, 72, 64, 'Female', 69.37417324276441, 1.5732605791852452, 0.078121718, 46, 28.028283326173167, 87.33333333333333, 'High Risk'),
(29764, 74, 18, '50:45.8', 36.271825161443324, 99.13783501053548, 121, 70, 83, 'Male', 85.07833783217711, 1.5717878840913457, 0.11872549078318508, 51, 34.43746089496046, 87, 'High Risk'),
(29765, 66, 15, '49:45.8', 37.05822036, 96.00519348871198, 125, 70, 63, 'Female', 58.51883030640014, 1.5048954805130403, 0.094051387, 55, 25.839431884352326, 88.33333333333333, 'Low Risk'),
(29766, 83, 19, '48:45.8', 36.92693899625594, 99.37611623066809, 119, 75, 84, 'Male', 57.605129458735775, 1.751788131714908, 0.14454462038582988, 44, 18.771457633645973, 89.66666666666667, 'Low Risk'),
(29767, 85, 14, '47:45.8', 36.84450977916165, 97.86169503284552, 119, 81, 86, 'Female', 78.56115754862503, 1.8122788858694103, 0.095655803, 38, 23.91981478413885, 93.66666666666667, 'Low Risk'),
(29768, 88, 18, '46:45.8', 36.435992623587396, 96.13616295233942, 118, 80, 33, 'Female', 94.27816320292779, 1.791030164655259, 0.14309881452484896, 38, 29.39038749515223, 92.66666666666667, 'Low Risk'),
(29769, 95, 16, '45:45.8', 36.31338317373242, 98.90627444368756, 139, 80, 30, 'Male', 61.98724533583898, 1.7311364819823778, 0.066984227, 59, 20.68424720214204, 99.66666666666666, 'High Risk'),
(29770, 65, 19, '44:45.8', 36.31151685, 95.01375470515073, 121, 87, 24, 'Female', 62.997152881155074, 1.9946820040585926, 0.055595108, 34, 15.833378114579292, 98.33333333333333, 'High Risk'),
(29771, 60, 12, '43:45.8', 37.055155473119456, 98.28186236, 131, 80, 76, 'Female', 79.94705790004434, 1.8570976727192985, 0.07187691, 51, 23.181044175199506, 97, 'Low Risk'),
(29772, 64, 19, '42:45.8', 36.308220780413656, 95.53319010917778, 122, 70, 68, 'Female', 85.73758947, 1.5302079873791528, 0.10930108225804375, 52, 36.61595282994167, 87.33333333333333, 'High Risk'),
(29773, 64, 14, '41:45.8', 37.19137548252941, 97.61293001302475, 110, 72, 42, 'Male', 91.20631067, 1.6660160250471714, 0.10040969452524771, 38, 32.85992287404552, 84.66666666666667, 'High Risk'),
(29774, 95, 16, '40:45.8', 36.07396142977318, 95.08219557956016, 127, 75, 73, 'Female', 61.766615170054536, 1.9626949638333457, 0.06371886, 52, 16.034232856046323, 92.33333333333333, 'High Risk'),
(29775, 69, 16, '39:45.8', 36.36382468, 98.71814440060723, 123, 70, 50, 'Female', 61.228218363053166, 1.7887871127419168, 0.085056312, 53, 19.135257361026646, 87.66666666666666, 'Low Risk'),
(29776, 88, 17, '38:45.8', 36.66829486, 95.13042896562467, 135, 80, 54, 'Male', 80.34849247002123, 1.9221035396936625, 0.053841931462197436, 55, 21.748242945482858, 98.33333333333333, 'Low Risk'),
(29777, 62, 17, '37:45.8', 36.326846348711975, 95.01524895084982, 120, 82, 37, 'Female', 55.26164167908703, 1.6553116981290334, 0.090873865, 38, 20.16806415, 94.66666666666667, 'Low Risk'),
(29778, 78, 19, '36:45.8', 36.583588399899746, 99.08420191978473, 133, 81, 21, 'Male', 97.84922977138827, 1.6237344260750357, 0.058942972, 52, 37.11311558819589, 98.33333333333333, 'High Risk'),
(29779, 83, 17, '35:45.8', 37.394820677480844, 95.94404317373228, 110, 86, 42, 'Male', 70.20758594, 1.6369067296870212, 0.1197776322110316, 24, 26.202104349729026, 94, 'Low Risk'),
(29780, 83, 17, '34:45.8', 37.05265269, 95.00207755111634, 110, 85, 73, 'Female', 94.04403368, 1.6891922153716437, 0.1257436762901833, 25, 32.95893012716504, 93.33333333333333, 'High Risk'),
(29781, 97, 15, '33:45.8', 36.728064642862535, 97.86207916224477, 121, 84, 84, 'Male', 62.80960056477163, 1.8250924957464711, 0.10515513127313696, 37, 18.856291038749923, 96.33333333333333, 'High Risk'),
(29782, 97, 18, '32:45.8', 36.99302557735882, 97.44913973377925, 123, 81, 21, 'Male', 97.17543341, 1.7034286942711154, 0.14078984716336984, 42, 33.489492707739025, 95, 'High Risk'),
(29783, 98, 18, '31:45.8', 36.19915293872632, 96.70465852116591, 129, 72, 59, 'Male', 88.49312158899734, 1.8211460498798264, 0.059793996, 57, 26.682097250240904, 91, 'High Risk'),
(29784, 90, 12, '30:45.8', 36.54128910895064, 99.39501308996134, 137, 83, 51, 'Male', 98.54926294328662, 1.5561852079684044, 0.14310818135267073, 54, 40.69404066406033, 101, 'High Risk'),
(29785, 65, 15, '29:45.8', 37.44410031243595, 98.05758898206916, 110, 80, 88, 'Female', 56.97440702366842, 1.7161970932845199, 0.063233039, 30, 19.34396464216833, 90, 'Low Risk'),
(29786, 65, 17, '28:45.8', 36.77860815498361, 97.68444869021658, 113, 78, 58, 'Female', 65.31842303982594, 1.9453709681722287, 0.097014093, 35, 17.259604129878145, 89.66666666666667, 'High Risk'),
(29787, 62, 17, '27:45.8', 37.146356704952474, 97.59831928544193, 117, 70, 58, 'Female', 79.05818494120729, 1.8105403309742727, 0.063511078, 47, 24.117397001492943, 85.66666666666667, 'Low Risk'),
(29788, 78, 18, '26:45.8', 37.065411869526905, 96.10974310119127, 118, 85, 81, 'Male', 51.13544581879944, 1.7045185068912632, 0.12915742786057358, 33, 17.60024059782297, 96, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(29789, 79, 14, '25:45.8', 37.30876409622548, 96.2654147, 116, 72, 88, 'Female', 63.394005978092615, 1.7459113522674172, 0.12232633301628111, 44, 20.79714973983692, 86.66666666666667, 'Low Risk'),
(29790, 99, 13, '24:45.8', 36.465346725365734, 95.64099409381592, 125, 80, 84, 'Male', 61.52188871703741, 1.824538116571662, 0.13372202172771636, 45, 18.48092814415534, 95, 'High Risk'),
(29791, 88, 18, '23:45.8', 36.364280568673145, 96.39065265484277, 139, 82, 47, 'Male', 93.58121947905926, 1.6872820281477854, 0.12587449960465413, 57, 32.871031978094194, 101, 'High Risk'),
(29792, 69, 15, '22:45.8', 36.61797333126256, 97.30563472547611, 121, 81, 80, 'Male', 75.85748554689295, 1.625975293593021, 0.098941962, 40, 28.69264324293466, 94.33333333333333, 'Low Risk'),
(29793, 74, 14, '21:45.8', 36.877499637777746, 99.86020224200823, 139, 80, 57, 'Male', 78.92510427235976, 1.796061483343041, 0.058550489248317863, 59, 24.466551749103186, 99.66666666666666, 'Low Risk'),
(29794, 60, 15, '20:45.8', 36.12763516766313, 95.44622614965704, 121, 87, 23, 'Male', 93.79165917083606, 1.566481159997057, 0.13190267716513454, 34, 38.222040344217476, 98.33333333333333, 'High Risk'),
(29795, 71, 19, '19:45.8', 37.105458, 96.10559513719076, 137, 77, 81, 'Male', 81.00614105005477, 1.5102557513533783, 0.1310375152953112, 60, 35.51541937414665, 97, 'High Risk'),
(29796, 69, 14, '18:45.8', 37.27519229711553, 95.95737383857903, 121, 87, 62, 'Male', 91.58397169294724, 1.9253958106254938, 0.10725543284877002, 34, 24.70469112834016, 98.33333333333333, 'Low Risk'),
(29797, 87, 19, '17:45.8', 36.21124499429357, 97.74967344311506, 134, 79, 81, 'Male', 87.23786505816011, 1.9498692796493364, 0.099454353, 55, 22.94531556, 97.33333333333333, 'Low Risk'),
(29798, 71, 17, '16:45.8', 36.62477559395943, 97.80088245719796, 115, 87, 37, 'Female', 96.88984555556928, 1.8751359615514502, 0.1117363881029214, 28, 27.555781851161893, 96.33333333333333, 'Low Risk'),
(29799, 62, 13, '15:45.8', 36.32638212762361, 97.39286978740968, 113, 75, 41, 'Male', 57.225368424143156, 1.8465637338636263, 0.073972479, 38, 16.782628984912236, 87.66666666666667, 'High Risk'),
(29800, 95, 12, '14:45.8', 36.16260615209197, 98.26644180881884, 123, 73, 37, 'Male', 59.26253126, 1.9721433507034485, 0.11297428420125857, 50, 15.237132289131376, 89.66666666666666, 'High Risk'),
(29801, 72, 16, '13:45.8', 36.21843984705827, 99.07948442444906, 124, 74, 88, 'Female', 96.77431686198801, 1.978559881716282, 0.13809582511365429, 50, 24.72075420893272, 90.66666666666666, 'Low Risk'),
(29802, 78, 13, '12:45.8', 36.29274189610554, 96.67193409692965, 126, 87, 80, 'Male', 65.00469937555248, 1.6567955747630725, 0.0609022, 39, 23.681374310311313, 100, 'Low Risk'),
(29803, 67, 15, '11:45.8', 36.63252601229502, 95.91151738348016, 111, 87, 18, 'Male', 89.17278202126995, 1.8151276234752494, 0.051813662687687195, 24, 27.065620230411565, 95, 'Low Risk'),
(29804, 61, 14, '10:45.8', 36.69064893430937, 98.76835976836452, 116, 81, 38, 'Female', 58.86429601211539, 1.517519789910988, 0.066648641, 35, 25.561317079354243, 92.66666666666667, 'Low Risk'),
(29805, 90, 13, '09:45.8', 36.84184316572512, 95.73159660371337, 115, 85, 82, 'Male', 67.30273986284885, 1.6691560257213922, 0.069283405, 30, 24.15677061, 95, 'Low Risk'),
(29806, 67, 17, '08:45.8', 37.06870332636809, 97.06740687055753, 131, 71, 63, 'Female', 56.700320246161105, 1.873319824205684, 0.11936788726860688, 60, 16.157034553990712, 91, 'High Risk'),
(29807, 74, 12, '07:45.8', 37.271733272197494, 96.86289816, 137, 71, 81, 'Male', 88.97684542613058, 1.5114194869014856, 0.071728368, 66, 38.949955839113855, 93, 'High Risk'),
(29808, 92, 19, '06:45.8', 37.20042565646671, 98.13398762027553, 127, 89, 83, 'Male', 63.55803773437049, 1.9818346459279705, 0.1359712059469449, 38, 16.18212858390251, 101.66666666666667, 'High Risk'),
(29809, 99, 17, '05:45.8', 37.36066504, 96.79397907619023, 127, 85, 87, 'Female', 97.55942099153421, 1.886082604773017, 0.081734675, 42, 27.425073167747485, 99, 'High Risk'),
(29810, 93, 19, '04:45.8', 37.070892548875094, 98.82956039212453, 126, 73, 25, 'Female', 99.96391865024565, 1.5284552035602803, 0.14808525107430354, 53, 42.78956217571057, 90.66666666666666, 'High Risk'),
(29811, 70, 15, '03:45.8', 36.201515196694935, 95.21925659812088, 116, 70, 68, 'Male', 90.56726918555248, 1.5059035279929411, 0.096552211, 46, 39.937140987223756, 85.33333333333333, 'High Risk'),
(29812, 88, 15, '02:45.8', 36.17273587271851, 96.04781257012633, 128, 75, 55, 'Female', 65.59289872499134, 1.9535563630564123, 0.07570576, 53, 17.18719215119256, 92.66666666666666, 'High Risk'),
(29813, 99, 12, '01:45.8', 36.42448541094701, 97.43284053888758, 111, 78, 30, 'Female', 75.76319686, 1.9534466274961808, 0.12694881905048072, 33, 19.854327983996136, 89, 'High Risk'),
(29814, 77, 17, '00:45.8', 37.43915577509098, 96.70029619387552, 116, 74, 51, 'Male', 88.32385139203208, 1.8299188378935731, 0.094153148, 42, 26.376328464256016, 88, 'Low Risk'),
(29815, 62, 17, '59:45.8', 36.36757941244369, 98.16450014501562, 132, 85, 61, 'Male', 68.84631311342694, 1.5274731831450985, 0.10731378170791266, 47, 29.50757359577765, 100.66666666666667, 'Low Risk'),
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(29994, 94, 16, '00:45.8', 36.50917875096134, 95.71431455196173, 125, 76, 58, 'Female', 68.92562564739632, 1.8444853457874049, 0.10799098924436616, 49, 20.25957350826327, 92.33333333333333, 'High Risk'),
(29995, 82, 17, '59:45.8', 36.21974381937995, 96.28833940453023, 111, 72, 72, 'Female', 89.23640375, 1.8563611938584128, 0.09411095, 39, 25.895070484185478, 85, 'Low Risk'),
(29996, 91, 18, '58:45.8', 36.64537505607168, 97.88495127386304, 121, 78, 71, 'Female', 70.53874028713192, 1.8193699725493044, 0.12399860757172805, 43, 21.310108168633786, 92.33333333333333, 'High Risk'),
(29997, 99, 14, '57:45.8', 37.16890824748831, 97.50050897234941, 136, 89, 31, 'Male', 67.04132685429303, 1.5180515424345828, 0.14773620675140392, 47, 29.091731206435366, 104.66666666666667, 'High Risk'),
(29998, 78, 15, '56:45.8', 37.44126112648182, 98.65341601116901, 119, 73, 45, 'Female', 96.20233655109716, 1.8367296362184122, 0.1332873709612099, 46, 28.516429893101773, 88.33333333333333, 'Low Risk'),
(29999, 84, 12, '55:45.8', 36.62082695241818, 97.71606530949059, 131, 77, 58, 'Male', 59.23986477606348, 1.5002193695289816, 0.082480357, 54, 26.321129488034607, 95, 'Low Risk'),
(30000, 96, 14, '54:45.8', 37.14113279500293, 98.35370604478611, 120, 81, 34, 'Male', 67.30352336434235, 1.7391039104162584, 0.083391985, 39, 22.252906188030977, 94, 'High Risk'),
(30001, 60, 17, '53:45.8', 36.71751831801124, 95.52493904891983, 132, 78, 78, 'Male', 79.94969324499604, 1.8335869244173213, 0.14497533133841325, 54, 23.780106495310925, 96, 'Low Risk'),
(30002, 72, 18, '52:45.8', 36.03421194371767, 98.92875808947842, 139, 81, 42, 'Male', 58.78431420411299, 1.7773134350194362, 0.079094968, 58, 18.609444452441853, 100.33333333333333, 'Low Risk'),
(30003, 71, 15, '51:45.8', 36.18116217279624, 99.49353307, 134, 70, 46, 'Male', 53.97554813424055, 1.9494814806201886, 0.053440887432438744, 64, 14.202304952047982, 91.33333333333333, 'High Risk'),
(30004, 96, 12, '50:45.8', 36.01298919902944, 97.74375573535164, 115, 73, 79, 'Male', 75.27096238775945, 1.701117178264814, 0.1336808205012705, 42, 26.011117348374196, 87, 'High Risk'),
(30005, 71, 19, '49:45.8', 36.230054012344524, 97.28424167081505, 138, 78, 87, 'Female', 67.34320245, 1.5173761111042816, 0.061734177856171336, 60, 29.248747960814963, 98, 'Low Risk'),
(30006, 95, 19, '48:45.8', 36.73161398417093, 97.90357556993102, 114, 83, 31, 'Female', 59.255206506962566, 1.865171122103718, 0.1259292353523776, 31, 17.03292171787081, 93.33333333333333, 'High Risk'),
(30007, 97, 17, '47:45.8', 36.98097133745806, 97.39121773204384, 115, 81, 41, 'Female', 73.35611245915993, 1.9122694703177276, 0.11728383902198776, 34, 20.060332381813403, 92.33333333333333, 'High Risk'),
(30008, 68, 17, '46:45.8', 36.65532597664319, 97.68696996417457, 124, 75, 45, 'Female', 87.52103177, 1.8175856965994912, 0.13986470584960575, 49, 26.492481275905593, 91.33333333333333, 'Low Risk'),
(30009, 73, 12, '45:45.8', 36.061986877502974, 96.61306139755733, 126, 83, 72, 'Male', 91.23850641101177, 1.841107445407662, 0.069589999, 43, 26.916581282026343, 97.33333333333333, 'Low Risk'),
(30010, 94, 12, '44:45.8', 37.35663437734703, 95.43581705908332, 129, 70, 83, 'Female', 69.04215617424038, 1.5628216660367937, 0.11649300949450854, 59, 28.268027104708068, 89.66666666666666, 'High Risk'),
(30011, 91, 16, '43:45.8', 37.25207134381211, 98.30986676567102, 127, 85, 31, 'Male', 90.71219135583854, 1.6012153092927948, 0.1152810946378424, 42, 35.38068124732056, 99, 'High Risk'),
(30012, 62, 18, '42:45.8', 36.55253190450409, 96.93849711480715, 134, 70, 27, 'Male', 91.21001433473906, 1.5173510370703738, 0.13567831255744944, 64, 39.61597895543661, 91.33333333333333, 'High Risk'),
(30013, 89, 14, '41:45.8', 37.38122646242845, 96.52463686528431, 122, 81, 65, 'Female', 66.11156212256256, 1.8312927572456996, 0.13931980813690012, 41, 19.71341494862152, 94.66666666666667, 'Low Risk'),
(30014, 66, 19, '40:45.8', 36.33201009835037, 95.33647913342308, 125, 71, 68, 'Female', 60.34847376148583, 1.6583927873691877, 0.12148465298314584, 54, 21.942772000814553, 89, 'Low Risk'),
(30015, 60, 16, '39:45.8', 36.38198606343102, 99.91140136, 129, 76, 18, 'Male', 65.21584922223589, 1.6558599652503745, 0.069388206, 53, 23.785152582621617, 93.66666666666666, 'Low Risk'),
(30016, 79, 16, '38:45.8', 36.46026789367691, 99.51275086968171, 134, 84, 76, 'Male', 75.68114521743112, 1.7949420069836226, 0.052212861, 50, 23.490207456645404, 100.66666666666666, 'Low Risk'),
(30017, 84, 15, '37:45.8', 36.286765222480746, 98.20949685041593, 120, 89, 54, 'Female', 92.19931949744748, 1.5268766952558337, 0.054692076, 31, 39.54756810513406, 99.33333333333333, 'High Risk'),
(30018, 92, 17, '36:45.8', 36.734439529177415, 99.06259295134134, 138, 89, 35, 'Male', 67.49108924255268, 1.649613893858937, 0.082411001, 49, 24.80172145643401, 105.33333333333333, 'High Risk'),
(30019, 94, 16, '35:45.8', 36.14043144957636, 98.15362292, 115, 81, 48, 'Male', 58.27423008381058, 1.7519411107529934, 0.10601546240477441, 34, 18.986177498459632, 92.33333333333333, 'High Risk'),
(30020, 83, 16, '34:45.8', 36.164433133493795, 97.19932299159002, 139, 83, 73, 'Male', 56.07571628249177, 1.5487506204884247, 0.1367965303127875, 56, 23.378241626709993, 101.66666666666666, 'Low Risk'),
(30021, 73, 13, '33:45.8', 37.48634480815626, 98.78139291028532, 113, 77, 86, 'Female', 63.14956465, 1.7083831108820002, 0.096098874, 36, 21.63713836108846, 89, 'Low Risk'),
(30022, 98, 16, '32:45.8', 37.182570492336154, 96.29788405884199, 130, 88, 66, 'Male', 53.730292547078946, 1.7887460266561321, 0.099174244, 42, 16.79275071641459, 102, 'High Risk'),
(30023, 93, 18, '31:45.8', 37.48547591724426, 96.01750995, 130, 72, 69, 'Female', 96.03966300309952, 1.5813544293748427, 0.059075545, 58, 38.405390802171986, 91.33333333333333, 'High Risk'),
(30024, 77, 15, '30:45.8', 36.031698801980404, 99.95132586034026, 134, 71, 18, 'Male', 50.21412902062054, 1.6651388505512252, 0.13636256795596863, 63, 18.11027423158997, 92, 'High Risk'),
(30025, 61, 16, '29:45.8', 36.27517802695142, 97.82115350852229, 127, 70, 21, 'Male', 67.56719652, 1.9832515556564048, 0.11508069995907072, 57, 17.178304330261557, 89, 'High Risk'),
(30026, 97, 19, '28:45.8', 37.35070344771114, 97.44093680876367, 118, 81, 58, 'Male', 99.35716235103813, 1.9709394302196455, 0.13208625477037453, 37, 25.577177861217262, 93.33333333333333, 'High Risk'),
(30027, 76, 19, '27:45.8', 37.415978280793574, 95.18705214410227, 138, 77, 87, 'Female', 64.90576194410335, 1.938586267102667, 0.086477143, 61, 17.270821229435846, 97.33333333333333, 'High Risk'),
(30028, 82, 19, '26:45.8', 37.062801295841155, 98.39406364949193, 137, 83, 33, 'Male', 88.95664579966726, 1.524743767741365, 0.053155807678902926, 54, 38.26349756810068, 101, 'High Risk'),
(30029, 92, 19, '25:45.8', 36.31335873748661, 95.97389221103472, 126, 82, 84, 'Male', 63.17626889324994, 1.5901658359935698, 0.11468918471481004, 44, 24.984412192956103, 96.66666666666667, 'High Risk'),
(30030, 87, 16, '24:45.8', 36.56690018813459, 96.82979103333368, 124, 83, 56, 'Male', 70.91303127632912, 1.5137934618221887, 0.054492885, 41, 30.94516480621455, 96.66666666666667, 'High Risk'),
(30031, 74, 18, '23:45.8', 37.058350016646976, 96.31166862, 112, 82, 62, 'Male', 58.97477177437055, 1.593290322301905, 0.064548112, 30, 23.231456158572797, 92, 'Low Risk'),
(30032, 70, 19, '22:45.8', 37.32662149256076, 95.87823304705975, 112, 86, 66, 'Female', 86.80413573304162, 1.6311453572345567, 0.1137612785358593, 26, 32.625343189510204, 94.66666666666667, 'High Risk'),
(30033, 82, 18, '21:45.8', 36.49510201527514, 99.63341634092102, 114, 78, 64, 'Male', 76.94748143546386, 1.939319303382755, 0.13689703625320082, 36, 20.45953547, 90, 'Low Risk'),
(30034, 72, 17, '20:45.8', 37.361779033737776, 98.23413231520946, 128, 85, 70, 'Male', 91.42167118, 1.5395749097683673, 0.10452299713871022, 43, 38.569810595982844, 99.33333333333333, 'High Risk'),
(30035, 70, 15, '19:45.8', 36.31144536155184, 99.3808382, 113, 80, 34, 'Female', 55.794635843286414, 1.8226392068831878, 0.1281436645175535, 33, 16.795426281634327, 91, 'High Risk'),
(30036, 95, 19, '18:45.8', 36.79149530010298, 99.30487808, 120, 88, 85, 'Female', 98.19343862538872, 1.9557961366240575, 0.092785553, 32, 25.670557525106833, 98.66666666666667, 'High Risk'),
(30037, 97, 13, '17:45.8', 36.731692043889765, 99.66561338775757, 128, 78, 83, 'Male', 53.400367667662834, 1.8080345277882848, 0.14885849086322864, 50, 16.335438895007712, 94.66666666666666, 'High Risk'),
(30038, 86, 13, '16:45.8', 37.34734105234435, 97.95143394264834, 133, 87, 39, 'Female', 92.91373408007226, 1.511313518022962, 0.086751834, 46, 40.67904796021918, 102.33333333333333, 'High Risk'),
(30039, 77, 13, '15:45.8', 36.125660444717134, 96.15191232496363, 120, 73, 22, 'Male', 60.42394702301664, 1.6078272444159838, 0.077018243, 47, 23.373853840608525, 88.66666666666667, 'Low Risk'),
(30040, 99, 17, '14:45.8', 36.81810043025205, 95.33610506960049, 124, 89, 31, 'Male', 52.70126769, 1.9737833209140887, 0.098847534, 35, 13.527642345144688, 100.66666666666667, 'High Risk'),
(30041, 97, 18, '13:45.8', 37.216754106847645, 95.69786061, 116, 81, 80, 'Male', 66.11822527391635, 1.7459111408925356, 0.091137516, 35, 21.690867193101145, 92.66666666666667, 'High Risk'),
(30042, 93, 15, '12:45.8', 36.65539916339117, 99.71841369860965, 125, 88, 42, 'Male', 97.15189658060805, 1.532718524323741, 0.12557845563004155, 37, 41.354851975523985, 100.33333333333333, 'High Risk'),
(30043, 81, 12, '11:45.8', 36.46445285119396, 98.31631012860231, 125, 79, 60, 'Male', 90.84827382779622, 1.567644844803584, 0.079918403, 46, 36.96760564, 94.33333333333333, 'High Risk'),
(30044, 77, 15, '10:45.8', 37.03454248021477, 96.78539499990299, 119, 84, 29, 'Male', 94.37723603000879, 1.754406733517674, 0.12251870190118352, 35, 30.662438011526778, 95.66666666666667, 'High Risk'),
(30045, 77, 12, '09:45.8', 37.22182766814018, 95.63462051257667, 134, 87, 87, 'Male', 59.16007865216338, 1.759617736530384, 0.075657817, 47, 19.10698140227449, 102.66666666666667, 'Low Risk'),
(30046, 72, 16, '08:45.8', 37.233180530888816, 95.78642653349455, 126, 86, 21, 'Male', 51.346093758768525, 1.5763875267719434, 0.13123344525941735, 40, 20.662431643648333, 99.33333333333333, 'Low Risk'),
(30047, 98, 12, '07:45.8', 37.16591261031745, 99.80314722449548, 125, 87, 49, 'Female', 81.65832570744521, 1.5856733919044899, 0.089278556, 38, 32.476782271273834, 99.66666666666667, 'High Risk'),
(30048, 75, 16, '06:45.8', 36.88501800574598, 97.33051743075119, 112, 71, 75, 'Female', 87.89899386, 1.5070437612944507, 0.14486792453641842, 41, 38.70189024570257, 84.66666666666667, 'High Risk'),
(30049, 67, 14, '05:45.8', 36.203153319944214, 97.42939020990423, 131, 81, 59, 'Female', 66.69874884623073, 1.578623888, 0.084983107, 50, 26.764574695406527, 97.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(30050, 93, 16, '04:45.8', 37.28310617458134, 96.81283731613523, 128, 82, 40, 'Female', 86.86833153, 1.6552139113567859, 0.10985380758145963, 46, 31.706859245354497, 97.33333333333333, 'High Risk'),
(30051, 88, 12, '03:45.8', 36.90997065345356, 99.52307601740165, 139, 71, 89, 'Male', 65.75400414647073, 1.8794194515395404, 0.1464553556430211, 68, 18.615502758568105, 93.66666666666666, 'Low Risk'),
(30052, 65, 14, '02:45.8', 36.71751115159268, 96.70738342885784, 125, 80, 69, 'Female', 77.93757679649458, 1.5624877041214607, 0.07191866, 45, 31.923733892720964, 95, 'High Risk'),
(30053, 97, 12, '01:45.8', 36.508680782474976, 97.81341059039451, 118, 86, 22, 'Male', 77.47201596068967, 1.6356958448545025, 0.11807140964963327, 32, 28.956079234059736, 96.66666666666667, 'High Risk'),
(30054, 95, 16, '00:45.8', 37.358292790353865, 96.77742871392617, 121, 73, 36, 'Female', 92.61231496605907, 1.6228891194160506, 0.056468107846356835, 48, 35.16341473513667, 89, 'High Risk'),
(30055, 85, 16, '59:45.8', 37.38495147446822, 98.65647244205923, 134, 84, 29, 'Male', 98.54381433382468, 1.8175618588975904, 0.13131352120997625, 50, 29.82984298470953, 100.66666666666666, 'Low Risk'),
(30056, 77, 15, '58:45.8', 36.14005176818811, 95.21969892949157, 123, 72, 87, 'Male', 97.07652312841077, 1.6681698088921642, 0.064231477, 51, 34.884596139823884, 89, 'High Risk'),
(30057, 70, 19, '57:45.8', 36.768425477499534, 97.50752724456062, 139, 89, 86, 'Male', 69.59960805287008, 1.9890632838271416, 0.098837801, 50, 17.591772186892108, 105.66666666666666, 'High Risk'),
(30058, 86, 13, '56:45.8', 36.042545068300505, 97.28889206544082, 120, 89, 67, 'Male', 84.65581377784419, 1.7915277675349213, 0.082116125, 31, 26.376046584047963, 99.33333333333333, 'Low Risk'),
(30059, 89, 18, '55:45.8', 37.18226756784837, 96.71539928688703, 125, 70, 22, 'Female', 65.56116176975362, 1.525118761, 0.12468133061102843, 55, 28.18638074230292, 88.33333333333333, 'Low Risk'),
(30060, 77, 14, '54:45.8', 36.299350831595895, 95.76944894, 125, 77, 22, 'Female', 66.72097215198045, 1.9011492049826468, 0.099792969, 48, 18.459926222585256, 93, 'High Risk'),
(30061, 63, 14, '53:45.8', 36.995033499469756, 99.15068946279865, 114, 73, 31, 'Female', 84.51234860727035, 1.5447854102001144, 0.1014175878898845, 41, 35.41472328906099, 86.66666666666667, 'High Risk'),
(30062, 65, 16, '52:45.8', 36.177139349737416, 95.70653175, 110, 75, 84, 'Male', 74.93117891958708, 1.6486142381732984, 0.1423956838262871, 35, 27.569219616336554, 86.66666666666667, 'Low Risk'),
(30063, 81, 13, '51:45.8', 36.801313775758686, 99.16661839160929, 111, 74, 39, 'Male', 52.86459920610376, 1.8787618821982592, 0.095690381, 37, 14.97688390636068, 86.33333333333333, 'High Risk'),
(30064, 61, 19, '50:45.8', 36.63010613422188, 96.29894564303318, 120, 73, 61, 'Female', 71.62410623, 1.745014233984515, 0.10604076275086277, 47, 23.521297122620595, 88.66666666666667, 'Low Risk'),
(30065, 99, 18, '49:45.8', 37.17385850030602, 97.65785226896436, 137, 85, 82, 'Female', 60.021949417719654, 1.5055750628497733, 0.11787925765226427, 52, 26.479225056263743, 102.33333333333333, 'High Risk'),
(30066, 91, 16, '48:45.8', 37.02901096679884, 98.01369802115427, 122, 73, 37, 'Female', 79.46693863380948, 1.6327597781884835, 0.057215888, 49, 29.80862173960783, 89.33333333333333, 'High Risk'),
(30067, 98, 17, '47:45.8', 37.251054047631456, 95.14345518735318, 114, 86, 41, 'Male', 71.65829552383357, 1.8310026845065241, 0.074960256, 28, 21.374133207950987, 95.33333333333333, 'High Risk'),
(30068, 80, 15, '46:45.8', 36.698081851583055, 96.22922009991804, 111, 75, 38, 'Female', 59.54594029926725, 1.6707888496628902, 0.064145583, 36, 21.330892211690436, 87, 'Low Risk'),
(30069, 67, 15, '45:45.8', 36.69383997, 97.28691519000607, 135, 85, 64, 'Female', 54.674186534393314, 1.7910735774992368, 0.12786255078160563, 50, 17.043370142943516, 101.66666666666666, 'High Risk'),
(30070, 84, 13, '44:45.8', 36.03295262005669, 98.95802840188327, 139, 86, 48, 'Male', 62.93477855902411, 1.6421651823376853, 0.12365852479308682, 53, 23.337644969459465, 103.66666666666666, 'Low Risk'),
(30071, 95, 14, '43:45.8', 36.64397807933386, 97.41869067828831, 123, 77, 73, 'Male', 67.26583897352269, 1.5626685060148024, 0.11256747498589148, 46, 27.546145958348447, 92.33333333333333, 'High Risk'),
(30072, 63, 16, '42:45.8', 37.36467424620489, 95.7556437, 118, 80, 84, 'Female', 51.94168169657148, 1.6443020186360775, 0.14841206770349064, 38, 19.21112627342489, 92.66666666666667, 'Low Risk'),
(30073, 74, 15, '41:45.8', 37.20098250940028, 99.18380754725631, 121, 86, 35, 'Male', 75.06630359212545, 1.7025813124028795, 0.078185463, 35, 25.89579845964846, 97.66666666666667, 'Low Risk'),
(30074, 87, 16, '40:45.8', 36.525321712623544, 98.86311944767189, 123, 70, 39, 'Male', 65.63222711955116, 1.7623288011515112, 0.13126611414131079, 53, 21.132129524893067, 87.66666666666666, 'Low Risk'),
(30075, 79, 15, '39:45.8', 37.32807190141412, 97.12628299, 132, 70, 59, 'Female', 52.652387168173455, 1.738135708408717, 0.075147768, 62, 17.428126455505623, 90.66666666666666, 'High Risk'),
(30076, 97, 13, '38:45.8', 36.349372054322565, 98.85244352117067, 136, 89, 78, 'Male', 89.35649492317285, 1.725623549997532, 0.1127867637263646, 47, 30.007789648729016, 104.66666666666667, 'High Risk'),
(30077, 65, 16, '37:45.8', 37.09438890729304, 98.18930363145087, 112, 70, 29, 'Female', 86.86067096802132, 1.585378251900142, 0.099447474, 42, 34.558699209149914, 84, 'High Risk'),
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(30254, 82, 13, '40:45.8', 37.06663033569633, 99.58429016485752, 122, 85, 61, 'Female', 75.53218023355461, 1.9205800859590278, 0.094773452, 37, 20.47703996324715, 97.33333333333333, 'Low Risk'),
(30255, 92, 12, '39:45.8', 36.02855105905582, 98.35120150363477, 112, 89, 48, 'Female', 57.05991968119296, 1.8648624503598459, 0.1139455399440092, 23, 16.407316177359068, 96.66666666666667, 'High Risk'),
(30256, 89, 19, '38:45.8', 36.02918208375042, 97.03552314479231, 110, 88, 63, 'Male', 70.66266959518825, 1.7031377292498113, 0.12302218850255585, 22, 24.360741369813862, 95.33333333333333, 'Low Risk'),
(30257, 92, 12, '37:45.8', 36.787940814235334, 96.69700233, 134, 73, 88, 'Male', 50.32476751426821, 1.838604697233212, 0.0863306, 61, 14.886926584480362, 93.33333333333333, 'High Risk'),
(30258, 84, 16, '36:45.8', 36.17442985431223, 99.01788248608504, 130, 78, 69, 'Female', 85.36494317380061, 1.5013386831042923, 0.10241650818728647, 52, 37.87234582017989, 95.33333333333333, 'High Risk'),
(30259, 81, 19, '35:45.8', 36.41313533936249, 99.38295254, 128, 85, 78, 'Female', 82.26113910075955, 1.9195685130054136, 0.055685577, 43, 22.32479522626044, 99.33333333333333, 'Low Risk'),
(30260, 60, 18, '34:45.8', 37.411220256835136, 96.17406945177301, 126, 78, 67, 'Male', 97.29267874628255, 1.5241726702888176, 0.1427179116709929, 48, 41.880496411116454, 94, 'High Risk'),
(30261, 69, 12, '33:45.8', 36.78051762926777, 95.81977917442201, 130, 81, 28, 'Male', 71.42421158, 1.694502363276531, 0.13569565660934826, 49, 24.874885899968575, 97.33333333333333, 'Low Risk'),
(30262, 82, 14, '32:45.8', 37.02615106979867, 97.30688702536875, 138, 87, 49, 'Female', 67.40236884926954, 1.5374085325571671, 0.10173347908098884, 51, 28.516523968022796, 104, 'Low Risk'),
(30263, 92, 15, '31:45.8', 36.27931430010796, 97.79306127, 110, 80, 24, 'Female', 88.01743479044484, 1.6924295015300945, 0.061192932, 30, 30.728936710125097, 90, 'High Risk'),
(30264, 98, 14, '30:45.8', 37.00100932044475, 96.17308948715778, 115, 83, 20, 'Male', 61.68761441306219, 1.5657525374664014, 0.1336840349595233, 32, 25.162380601377926, 93.66666666666667, 'High Risk'),
(30265, 87, 16, '29:45.8', 36.586069216490294, 97.44332023, 134, 89, 21, 'Male', 56.82283748070243, 1.6834760510247238, 0.058160214, 45, 20.049753223400163, 104, 'Low Risk'),
(30266, 67, 12, '28:45.8', 36.957961438379286, 97.72963205598386, 128, 74, 58, 'Female', 66.72679400261325, 1.8466800121546556, 0.13614856551293636, 54, 19.566671862589256, 92, 'Low Risk'),
(30267, 86, 14, '27:45.8', 36.14107417664389, 96.47744549466914, 125, 79, 87, 'Male', 60.59880837627013, 1.9904372957774445, 0.126993816, 46, 15.295619904935267, 94.33333333333333, 'High Risk'),
(30268, 64, 18, '26:45.8', 37.07157387968413, 95.59967490725165, 121, 86, 89, 'Female', 85.02093501148457, 1.857929477574876, 0.12296885306525694, 35, 24.630170960705232, 97.66666666666667, 'Low Risk'),
(30269, 74, 18, '25:45.8', 36.98865406274054, 95.90335866868966, 120, 74, 47, 'Male', 78.99891636, 1.5574581705137716, 0.10842104130477065, 46, 32.56779466558903, 89.33333333333333, 'High Risk'),
(30270, 81, 17, '24:45.8', 36.107213405880195, 98.11951160088121, 136, 75, 87, 'Male', 69.56679118208858, 1.837217406, 0.10649362103779994, 61, 20.61013653741404, 95.33333333333333, 'Low Risk'),
(30271, 94, 18, '23:45.8', 36.44381107138484, 97.25697782748551, 113, 82, 54, 'Male', 92.31302385, 1.6856075046442252, 0.12830217184598502, 31, 32.49002644397369, 92.33333333333333, 'High Risk'),
(30272, 89, 19, '22:45.8', 37.16070255166973, 97.04640211246823, 132, 81, 56, 'Female', 67.54362539365782, 1.8034070422433859, 0.052279681, 51, 20.768103769793044, 98, 'Low Risk'),
(30273, 92, 18, '21:45.8', 36.21987633505018, 95.36504435579052, 126, 79, 19, 'Male', 77.84464108624638, 1.8054433402169456, 0.056190346439954866, 47, 23.881466564480547, 94.66666666666667, 'High Risk'),
(30274, 89, 15, '20:45.8', 37.27184546657728, 95.15189604072633, 113, 75, 48, 'Male', 54.76532974, 1.9141269344360432, 0.061374844, 38, 14.947351174181184, 87.66666666666667, 'High Risk'),
(30275, 95, 17, '19:45.8', 36.57428914197236, 96.35124824, 129, 87, 58, 'Male', 70.89494091336168, 1.756858307679296, 0.13849902334047348, 42, 22.968983279995765, 101, 'High Risk'),
(30276, 75, 13, '18:45.8', 36.08569350155334, 95.02113908812726, 118, 84, 81, 'Female', 85.93246116611706, 1.9993992673916479, 0.069063781, 34, 21.496026716358053, 95.33333333333333, 'Low Risk'),
(30277, 97, 14, '17:45.8', 36.54421750173343, 97.55402291561673, 111, 85, 85, 'Male', 82.91613995939758, 1.6284375272654565, 0.11256260179327264, 26, 31.267767336128525, 93.66666666666667, 'High Risk'),
(30278, 82, 14, '16:45.8', 36.53974458435834, 98.15195490729437, 134, 78, 60, 'Female', 76.46397511145493, 1.5480628531359821, 0.079111667, 56, 31.906538647214003, 96.66666666666666, 'High Risk'),
(30279, 96, 13, '15:45.8', 37.33036877970539, 95.60327690904496, 121, 89, 59, 'Female', 99.30133432325026, 1.9021162886623546, 0.097042966, 32, 27.446119815677992, 99.66666666666667, 'High Risk'),
(30280, 96, 19, '14:45.8', 37.411679567323965, 96.34410957114936, 131, 82, 70, 'Female', 55.987164233329665, 1.829627089103285, 0.1310738525699049, 49, 16.72489143913828, 98.33333333333333, 'High Risk'),
(30281, 87, 14, '13:45.8', 36.98183675128966, 96.50708781686409, 121, 71, 81, 'Male', 91.07874041119726, 1.9059791273107516, 0.056842842, 50, 25.07152408159748, 87.66666666666666, 'Low Risk'),
(30282, 73, 13, '12:45.8', 37.01099422, 96.41964236285995, 121, 80, 23, 'Female', 81.96198465506335, 1.6593681583296924, 0.1293949648598796, 41, 29.766444429190997, 93.66666666666667, 'Low Risk'),
(30283, 63, 18, '11:45.8', 36.69559050991021, 96.51142744812657, 130, 71, 36, 'Male', 91.37811150622821, 1.9225776514177841, 0.073734591, 59, 24.72147612667572, 90.66666666666666, 'Low Risk'),
(30284, 98, 12, '10:45.8', 36.64978795533465, 95.59357662587549, 119, 88, 26, 'Male', 99.14871589756476, 1.6057631748356531, 0.070426099, 31, 38.452457956538495, 98.33333333333333, 'High Risk'),
(30285, 92, 13, '09:45.8', 36.78795939253432, 96.05135629163429, 133, 85, 20, 'Female', 62.560338437659574, 1.7357054637083533, 0.13616669858199548, 48, 20.76572165415161, 101, 'High Risk'),
(30286, 90, 13, '08:45.8', 36.05739342078264, 97.44960639307655, 135, 86, 73, 'Female', 76.56638312670532, 1.7529231783692887, 0.14716920403624456, 49, 24.91795315189774, 102.33333333333333, 'Low Risk'),
(30287, 72, 14, '07:45.8', 37.18874523878741, 97.60156313580069, 125, 88, 62, 'Male', 61.55778745491896, 1.8014618634974906, 0.12995999522026852, 37, 18.968494216335007, 100.33333333333333, 'Low Risk'),
(30288, 95, 15, '06:45.8', 36.010691044930795, 95.77594904474302, 123, 88, 55, 'Male', 82.15713347705466, 1.8898698324847318, 0.10043168773319297, 35, 23.00284181555644, 99.66666666666667, 'High Risk'),
(30289, 69, 19, '05:45.8', 36.38622459222035, 99.58876814367724, 120, 82, 87, 'Female', 65.32133880556387, 1.841603312554334, 0.051313043581183326, 38, 19.260293566720232, 94.66666666666667, 'Low Risk'),
(30290, 90, 12, '04:45.8', 36.97351631998428, 99.27388944341381, 115, 75, 20, 'Female', 55.72864550600276, 1.645571940201626, 0.061324595884090144, 40, 20.579970173423387, 88.33333333333333, 'Low Risk'),
(30291, 85, 19, '03:45.8', 37.00147124932072, 98.17583632674476, 138, 79, 26, 'Female', 80.13530585539932, 1.665191906703552, 0.071120597, 59, 28.899831858197725, 98.66666666666666, 'Low Risk'),
(30292, 73, 13, '02:45.8', 37.00966348723637, 96.27376021072399, 135, 79, 84, 'Female', 65.91822507351526, 1.9246238621238994, 0.13744801050908653, 56, 17.795646612964806, 97.66666666666666, 'High Risk'),
(30293, 63, 15, '01:45.8', 36.95427541, 99.46594928293126, 129, 84, 51, 'Female', 76.44654987832854, 1.793596354039002, 0.054919866, 45, 23.763393802182943, 99, 'Low Risk'),
(30294, 92, 19, '00:45.8', 36.42356590423929, 97.56505923199214, 138, 76, 20, 'Male', 82.98137516402392, 1.558389476020373, 0.14332366632343194, 62, 34.16871247, 96.66666666666666, 'High Risk'),
(30295, 72, 17, '59:45.8', 36.460537309537756, 96.48344593333925, 136, 76, 79, 'Male', 51.165609450945624, 1.9337689157506321, 0.067124477, 60, 13.682611682453926, 96, 'High Risk'),
(30296, 93, 18, '58:45.8', 36.01560651608858, 95.28446175139867, 120, 74, 27, 'Male', 55.68278317904761, 1.962052364003084, 0.1236853016364187, 46, 14.464377466441148, 89.33333333333333, 'High Risk'),
(30297, 94, 12, '57:45.8', 36.04774075913984, 97.97210081269608, 119, 88, 61, 'Female', 55.544013898834834, 1.7339670690213569, 0.13987207494596757, 31, 18.473771622681227, 98.33333333333333, 'High Risk'),
(30298, 87, 12, '56:45.8', 37.34076885387694, 95.96319104539077, 118, 78, 54, 'Female', 78.03962506, 1.9764654459898705, 0.098702637, 40, 19.97729680411175, 91.33333333333333, 'Low Risk'),
(30299, 90, 15, '55:45.8', 36.85515854396805, 95.06639362183866, 111, 78, 89, 'Male', 93.00373554553042, 1.584760671869852, 0.10454593290050737, 33, 37.03164654045909, 89, 'High Risk'),
(30300, 89, 14, '54:45.8', 36.61445481, 96.82807377721572, 130, 89, 55, 'Female', 78.36437330809528, 1.9768619188427676, 0.11648689322167638, 41, 20.052383130188264, 102.66666666666667, 'Low Risk'),
(30301, 91, 12, '53:45.8', 37.27829595046525, 98.14116249349821, 127, 87, 79, 'Male', 76.91729667, 1.7627187492288612, 0.14429292770177105, 40, 24.754716915341092, 100.33333333333333, 'High Risk'),
(30302, 72, 19, '52:45.8', 37.277907025221666, 97.83202875116976, 133, 88, 73, 'Male', 81.08715319, 1.5910557282770985, 0.11084929195191867, 45, 32.03179456527493, 103, 'High Risk'),
(30303, 93, 17, '51:45.8', 37.27619803982721, 96.53326741680605, 135, 81, 30, 'Female', 62.67372319400301, 1.5825968254928364, 0.12731385292040387, 54, 25.02331913122604, 99, 'High Risk'),
(30304, 67, 13, '50:45.8', 36.074428375522174, 98.89552591056459, 126, 70, 56, 'Female', 68.33238576128713, 1.7765907309413844, 0.090236583, 56, 21.649695883326398, 88.66666666666666, 'Low Risk'),
(30305, 84, 12, '49:45.8', 36.62968530118706, 99.15579216166627, 110, 86, 72, 'Female', 66.93019524823711, 1.568428278745999, 0.090977092, 24, 27.207758487276028, 94, 'Low Risk'),
(30306, 92, 13, '48:45.8', 36.76243597783876, 97.16513987509255, 120, 83, 86, 'Female', 69.39836942982711, 1.8188201818780838, 0.061548555684961787, 37, 20.978273221666534, 95.33333333333333, 'High Risk'),
(30307, 69, 19, '47:45.8', 36.79799353064187, 99.42841807998255, 110, 75, 21, 'Male', 71.37434107, 1.686928067875246, 0.055023517596720486, 35, 25.08123881, 86.66666666666667, 'Low Risk'),
(30308, 99, 17, '46:45.8', 37.31653465065483, 97.41475733539252, 128, 80, 25, 'Female', 72.72382232914259, 1.5379010174175023, 0.076113789, 48, 30.74821638151526, 96, 'High Risk'),
(30309, 93, 16, '45:45.8', 36.07633107054548, 99.06843421, 129, 75, 31, 'Male', 51.459076828876505, 1.568856148583583, 0.12908756987605566, 54, 20.907193681097674, 93, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(30311, 64, 14, '43:45.8', 36.13924111960845, 97.13838331276541, 120, 80, 25, 'Male', 82.85642926314705, 1.5789378386404782, 0.098433413, 40, 33.23503559, 93.33333333333333, 'High Risk'),
(30312, 86, 14, '42:45.8', 36.68253029463831, 96.52274807, 137, 78, 32, 'Female', 87.08365430594878, 1.5130709899292007, 0.051822442, 59, 38.038031685069164, 97.66666666666666, 'High Risk'),
(30313, 67, 13, '41:45.8', 36.88824250601252, 95.77332554484832, 137, 79, 85, 'Male', 50.84018571504146, 1.708122194257814, 0.09529085, 58, 17.42485837668987, 98.33333333333333, 'High Risk'),
(30314, 66, 13, '40:45.8', 36.28190639, 98.07004675249263, 139, 88, 33, 'Female', 57.427484795809775, 1.5027085269399216, 0.092274014, 51, 25.43140147555265, 105, 'Low Risk'),
(30315, 81, 15, '39:45.8', 37.286584574513896, 95.69227307963165, 115, 72, 30, 'Male', 92.14879819765989, 1.5458279316963597, 0.092429193, 43, 38.562694767425356, 86.33333333333333, 'High Risk'),
(30316, 87, 13, '38:45.8', 36.15371692302369, 98.54767391812905, 127, 79, 22, 'Female', 74.68748935099218, 1.719216769, 0.14815039794876544, 48, 25.268914362871445, 95, 'Low Risk'),
(30317, 68, 13, '37:45.8', 36.52571220363991, 99.80402673539918, 131, 85, 77, 'Male', 56.196371842747006, 1.8271133494472016, 0.0954317, 46, 16.83361135, 100.33333333333333, 'High Risk'),
(30318, 90, 16, '36:45.8', 37.14738081, 98.04941778057464, 110, 76, 49, 'Male', 83.18816947329633, 1.8044362745904983, 0.083839994, 34, 25.549268455695607, 87.33333333333333, 'Low Risk'),
(30319, 63, 15, '35:45.8', 36.30879810810089, 95.66007272995994, 132, 70, 51, 'Male', 92.07778982293033, 1.7830601679969997, 0.082025494, 62, 28.96162257145608, 90.66666666666666, 'Low Risk'),
(30320, 64, 18, '34:45.8', 36.58230790166607, 95.97965707917183, 111, 70, 84, 'Male', 74.38391467, 1.971072375545185, 0.065546752, 41, 19.145816311777683, 83.66666666666667, 'Low Risk'),
(30321, 72, 12, '33:45.8', 37.269940015860335, 98.51026319951377, 124, 79, 80, 'Male', 77.54820964, 1.9174913896526309, 0.060244796, 45, 21.091376813118586, 94, 'Low Risk'),
(30322, 65, 17, '32:45.8', 36.73320030862824, 99.35119944139949, 126, 87, 23, 'Female', 99.62298726, 1.8941354599285731, 0.063563274, 39, 27.767545432849865, 100, 'Low Risk'),
(30323, 82, 16, '31:45.8', 36.65945316980131, 98.73558448882059, 123, 78, 24, 'Male', 61.415393474248155, 1.5174054933948764, 0.14681232333056085, 45, 26.67312711333222, 93, 'Low Risk'),
(30324, 94, 13, '30:45.8', 36.718905586746686, 96.72996761656447, 118, 70, 24, 'Male', 89.71632243115279, 1.837811450733968, 0.087509569, 48, 26.562537273821107, 86, 'High Risk'),
(30325, 93, 19, '29:45.8', 36.151354949158055, 96.39180388419447, 133, 72, 79, 'Female', 64.36750574477927, 1.7330319706880275, 0.1311429787585851, 61, 21.431547508222067, 92.33333333333333, 'High Risk'),
(30326, 97, 12, '28:45.8', 37.03118448208139, 97.58587643615786, 111, 85, 56, 'Male', 93.44855501150269, 1.7268058389514076, 0.053332153396956676, 26, 31.339031672705374, 93.66666666666667, 'High Risk'),
(30327, 93, 14, '27:45.8', 36.58631524963188, 95.83260830191429, 113, 80, 37, 'Female', 78.82539283892748, 1.923482217490509, 0.089861506, 33, 21.30540491727081, 91, 'High Risk'),
(30328, 70, 14, '26:45.8', 36.94265987640197, 98.23043216, 120, 88, 58, 'Male', 59.60244414912166, 1.7610392385018432, 0.052094501, 32, 19.218788341813458, 98.66666666666667, 'Low Risk'),
(30329, 65, 18, '25:45.8', 36.71875767196928, 99.11181718858023, 119, 77, 29, 'Male', 85.82492403343528, 1.5909616177355368, 0.14285595082249916, 42, 33.90736357204304, 91, 'High Risk'),
(30330, 91, 13, '24:45.8', 37.080691303255236, 96.49439406541681, 122, 87, 29, 'Male', 91.54733907023834, 1.6105436920041711, 0.099386468, 35, 35.29398552, 98.66666666666667, 'High Risk'),
(30331, 94, 15, '23:45.8', 37.06857714, 98.23237256163362, 137, 74, 63, 'Female', 74.47576897068168, 1.8068526390446589, 0.068891887, 63, 22.81232379623402, 95, 'High Risk'),
(30332, 93, 15, '22:45.8', 37.42898087087091, 97.11768695252971, 115, 84, 62, 'Male', 90.17310743882993, 1.9956946875563628, 0.14823535382702913, 31, 22.640647003838694, 94.33333333333333, 'High Risk'),
(30333, 87, 19, '21:45.8', 36.26521782648215, 97.80285966, 132, 80, 73, 'Male', 87.75893925112956, 1.893931927573367, 0.11339951613113218, 52, 24.465981021406478, 97.33333333333333, 'Low Risk'),
(30334, 64, 19, '20:45.8', 36.55796158280385, 99.64626024, 133, 72, 84, 'Male', 59.408780083646334, 1.9852515958111958, 0.088052851, 61, 15.07368817683278, 92.33333333333333, 'High Risk'),
(30335, 93, 18, '19:45.8', 37.19540421842272, 99.78287122765016, 123, 80, 87, 'Female', 90.52595664764988, 1.797324911429261, 0.1301596528808746, 43, 28.023342541323004, 94.33333333333333, 'High Risk'),
(30336, 92, 18, '18:45.8', 36.305442488495224, 95.43747980118358, 115, 73, 57, 'Female', 61.801018703574904, 1.8506688595443301, 0.12725727527439623, 42, 18.044223562256004, 87, 'High Risk'),
(30337, 71, 17, '17:45.8', 36.35064693183906, 96.49721515947465, 113, 80, 53, 'Male', 94.73813332453463, 1.547499782355497, 0.051224436, 33, 39.56066926351472, 91, 'High Risk'),
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(30516, 83, 14, '18:45.8', 37.20431952960124, 97.68018324263728, 127, 70, 51, 'Male', 57.70303386238798, 1.7961468677270767, 0.10933137873276866, 57, 17.886071280583018, 89, 'High Risk'),
(30517, 77, 13, '17:45.8', 37.00616804, 99.21326867597008, 116, 71, 63, 'Male', 55.50216810649903, 1.6127518663500577, 0.12686173262685846, 45, 21.339038265103753, 86, 'Low Risk'),
(30518, 84, 17, '16:45.8', 36.19662925648836, 96.53103849599259, 137, 71, 52, 'Female', 67.97043203735444, 1.9927158312147677, 0.098927811, 66, 17.117064542500355, 93, 'High Risk'),
(30519, 72, 18, '15:45.8', 36.728640942497606, 98.63874417275031, 132, 78, 23, 'Male', 63.03679747652325, 1.7412251607136546, 0.13709867931732006, 54, 20.791425813073012, 96, 'Low Risk'),
(30520, 98, 12, '14:45.8', 36.02850978485571, 98.89635128372065, 119, 76, 57, 'Male', 91.23686820281874, 1.7545989445042942, 0.10295208696645933, 43, 29.63566260022255, 90.33333333333333, 'High Risk'),
(30521, 81, 13, '13:45.8', 36.13317561997063, 98.06073429532218, 135, 85, 77, 'Male', 89.37363427, 1.992439605367893, 0.1145447823573166, 50, 22.51329626031403, 101.66666666666666, 'Low Risk'),
(30522, 89, 18, '12:45.8', 36.84371372615653, 99.32131861387211, 131, 86, 39, 'Male', 95.22117733780516, 1.6778375923493563, 0.12602086816390887, 45, 33.82468070002232, 101, 'High Risk'),
(30523, 89, 19, '11:45.8', 37.16130156961986, 98.32889100368659, 127, 86, 74, 'Male', 77.99128643164735, 1.6059929327464597, 0.12159644288759235, 41, 30.238401155380437, 99.66666666666667, 'High Risk'),
(30524, 96, 14, '10:45.8', 36.60261141502788, 97.00982087307356, 113, 89, 32, 'Female', 79.40413707917916, 1.706361395245058, 0.059212797, 24, 27.271002067891775, 97, 'High Risk'),
(30525, 74, 14, '09:45.8', 36.19698572669904, 99.5661528, 114, 77, 42, 'Female', 81.12239326173014, 1.6066307333186796, 0.053729973, 37, 31.427411637128777, 89.33333333333333, 'High Risk'),
(30526, 94, 12, '08:45.8', 36.53881431444185, 96.41576910516537, 111, 85, 33, 'Female', 65.17726656114073, 1.7147762637182817, 0.1286332942137856, 26, 22.165688018745833, 93.66666666666667, 'High Risk'),
(30527, 65, 18, '07:45.8', 36.56549258738325, 97.79998211, 121, 74, 60, 'Male', 53.54852357851574, 1.8513610682684953, 0.092098118, 47, 15.623029306586835, 89.66666666666667, 'High Risk'),
(30528, 70, 19, '06:45.8', 37.390140325323536, 98.75301044262041, 123, 75, 33, 'Male', 53.27395896975392, 1.722523006, 0.138781069, 48, 17.954979348504832, 91, 'High Risk'),
(30529, 87, 18, '05:45.8', 37.091475561145934, 95.23403591397603, 130, 74, 56, 'Male', 63.07784418123362, 1.5734966913825628, 0.11360331526942469, 56, 25.476817370782115, 92.66666666666666, 'Low Risk'),
(30530, 89, 16, '04:45.8', 37.03880112822862, 95.49784568912612, 115, 87, 86, 'Male', 93.85781545645865, 1.592961753620889, 0.082441154, 28, 36.987905927225164, 96.33333333333333, 'High Risk'),
(30531, 75, 17, '03:45.8', 36.38095842549191, 97.61603653882241, 122, 76, 84, 'Male', 76.38114580316764, 1.8878461766112844, 0.1203308038337992, 46, 21.43151929613376, 91.33333333333333, 'Low Risk'),
(30532, 87, 15, '02:45.8', 36.890975639015494, 98.52627108068909, 124, 74, 37, 'Female', 70.78281229648172, 1.5581818698454644, 0.059305548547164015, 50, 29.15355497769185, 90.66666666666666, 'Low Risk'),
(30533, 84, 13, '01:45.8', 36.20875921287367, 98.28340003625344, 135, 77, 40, 'Female', 70.83056553796898, 1.6686768391056113, 0.13923714701802808, 58, 25.437605820989944, 96.33333333333333, 'Low Risk'),
(30534, 89, 19, '00:45.8', 36.170083258869845, 98.18578929843603, 110, 73, 21, 'Female', 77.82857821139979, 1.6781011142460858, 0.11974084902504559, 37, 27.63776025561594, 85.33333333333333, 'Low Risk'),
(30535, 73, 13, '59:45.8', 37.487329870000174, 99.80701042, 116, 89, 88, 'Female', 80.14686104661327, 1.7653713347930615, 0.061438740328321896, 27, 25.716648978201547, 98, 'Low Risk'),
(30536, 86, 13, '58:45.8', 37.033509199301236, 98.78924298489137, 128, 89, 78, 'Female', 99.09732156154323, 1.947575479, 0.14993953594978746, 39, 26.12602395708681, 102, 'Low Risk'),
(30537, 89, 18, '57:45.8', 37.03196146036269, 97.06333773785195, 128, 81, 22, 'Male', 63.576876759074004, 1.6151648161648928, 0.099423636, 47, 24.370559395130606, 96.66666666666667, 'Low Risk'),
(30538, 69, 16, '56:45.8', 36.76905020685864, 95.56092191, 129, 86, 22, 'Female', 51.320098420673574, 1.9177532849879237, 0.1284859043431128, 43, 13.954105749726455, 100.33333333333333, 'High Risk'),
(30539, 79, 19, '55:45.8', 36.28313922078041, 99.09109472, 114, 88, 73, 'Female', 58.07709318502688, 1.7661480799336347, 0.1196889169844861, 26, 18.61875530709539, 96.66666666666667, 'Low Risk'),
(30540, 66, 13, '54:45.8', 36.75017993, 99.19710771181823, 112, 86, 60, 'Female', 73.77563930621946, 1.8997031080244677, 0.12390865581564703, 26, 20.44285343962091, 94.66666666666667, 'Low Risk'),
(30541, 93, 17, '53:45.8', 36.993466717683994, 99.31192387458873, 119, 85, 61, 'Male', 83.23479811349185, 1.8715254135684625, 0.077021514, 34, 23.763667815033415, 96.33333333333333, 'High Risk'),
(30542, 86, 18, '52:45.8', 36.22941165845764, 95.19626523106827, 127, 82, 87, 'Male', 50.78209817872484, 1.6026983833829818, 0.11484311231294293, 45, 19.77001701351032, 97, 'Low Risk'),
(30543, 82, 16, '51:45.8', 36.41095123418518, 97.11842633961399, 132, 73, 21, 'Male', 83.72380981492117, 1.7331513016295643, 0.14606326642509498, 59, 27.87250661368387, 92.66666666666666, 'Low Risk'),
(30544, 84, 18, '50:45.8', 36.49411147014275, 95.21324695092247, 137, 85, 64, 'Male', 98.97265624, 1.7936703937183118, 0.1406944678446729, 52, 30.763089328210484, 102.33333333333333, 'High Risk'),
(30545, 87, 17, '49:45.8', 37.12914386675673, 95.63717192115962, 125, 83, 89, 'Female', 52.88456251, 1.7725340325925683, 0.11475063863760392, 42, 16.832156144177958, 97, 'High Risk'),
(30546, 77, 19, '48:45.8', 36.566269732795895, 99.97215357609176, 137, 88, 33, 'Female', 78.38655156462917, 1.9213923798341737, 0.059691731687383835, 49, 21.23290570859773, 104.33333333333333, 'Low Risk'),
(30547, 72, 17, '47:45.8', 37.32017334055892, 96.40916366469898, 137, 75, 29, 'Male', 82.76221840895467, 1.9982264811634658, 0.145604691, 62, 20.727298557910675, 95.66666666666666, 'Low Risk'),
(30548, 72, 12, '46:45.8', 36.65590743, 95.26829720948054, 114, 77, 61, 'Female', 75.53892472477733, 1.921903203548545, 0.14889301936719165, 37, 20.45068113, 89.33333333333333, 'Low Risk'),
(30549, 93, 16, '45:45.8', 36.37013735250286, 96.73031944465966, 111, 86, 63, 'Female', 71.25992865913678, 1.9505581869371333, 0.088832902, 25, 18.729559474375915, 94.33333333333333, 'High Risk'),
(30550, 73, 19, '44:45.8', 37.456873773373665, 95.79146191406309, 110, 71, 67, 'Male', 95.33487583987625, 1.967150530556332, 0.06846611, 39, 24.636364255733305, 84, 'Low Risk'),
(30551, 87, 18, '43:45.8', 36.069926045681086, 99.30710891, 126, 79, 65, 'Male', 53.269499475449045, 1.7484702121595457, 0.10670905244274292, 47, 17.424572847808903, 94.66666666666667, 'High Risk'),
(30552, 72, 12, '42:45.8', 37.14316587055366, 96.65016721, 111, 80, 84, 'Male', 72.30644136035434, 1.957823382267659, 0.14679777941126046, 31, 18.86383399199689, 90.33333333333333, 'Low Risk'),
(30553, 93, 16, '41:45.8', 36.43519516109246, 99.81906254, 130, 86, 54, 'Male', 56.26934294085622, 1.6951955493568758, 0.10595660954216805, 44, 19.58088140011982, 100.66666666666667, 'High Risk'),
(30554, 64, 18, '40:45.8', 36.25961928003795, 97.82071530868538, 128, 80, 58, 'Female', 98.04551548380655, 1.7177104628192916, 0.069013112, 48, 33.229806487382824, 96, 'High Risk'),
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(30557, 95, 14, '37:45.8', 37.15610672289373, 96.48184143429748, 129, 84, 62, 'Female', 89.32582621002037, 1.6211577137307838, 0.057004498481853516, 45, 33.98807028633446, 99, 'High Risk'),
(30558, 65, 13, '36:45.8', 36.564510141747675, 97.05893489643023, 127, 75, 73, 'Female', 76.09960517, 1.6141729943815202, 0.11002411743159154, 52, 29.206683821237277, 92.33333333333333, 'Low Risk'),
(30559, 80, 13, '35:45.8', 37.14202020626907, 96.03225359381305, 135, 76, 30, 'Female', 97.91479693584321, 1.878764309824571, 0.056758063, 59, 27.73982549208395, 95.66666666666666, 'Low Risk'),
(30560, 94, 17, '34:45.8', 36.153693712213624, 98.06495138832138, 135, 79, 59, 'Male', 68.94145364681613, 1.7903140243268225, 0.050807534, 56, 21.50908862265468, 97.66666666666666, 'High Risk'),
(30561, 75, 13, '33:45.8', 36.71534262, 96.91168732992585, 111, 89, 79, 'Male', 73.0390992, 1.9657995582914527, 0.0720771, 22, 18.900658796231987, 96.33333333333333, 'Low Risk'),
(30562, 79, 19, '32:45.8', 36.04556759585443, 97.92934479818445, 130, 75, 40, 'Male', 88.11942682, 1.9088774429059527, 0.11566108682762662, 55, 24.183300459939616, 93.33333333333333, 'Low Risk'),
(30563, 90, 16, '31:45.8', 37.183381071100136, 97.63630897768174, 137, 80, 73, 'Female', 60.845547291085126, 1.898982081511855, 0.10426890656174681, 57, 16.872796484170483, 99, 'High Risk'),
(30564, 64, 18, '30:45.8', 36.22859901464291, 96.89769948356101, 135, 89, 64, 'Female', 55.43109951609968, 1.6259266032189776, 0.054274955, 46, 20.967739831994027, 104.33333333333333, 'Low Risk'),
(30565, 65, 16, '29:45.8', 37.252772558744894, 99.17114763, 118, 77, 54, 'Female', 91.54067078250465, 1.6013255872246082, 0.092061431, 41, 35.69889751762517, 90.66666666666667, 'High Risk'),
(30566, 61, 12, '28:45.8', 37.311703046376415, 99.09031659324596, 131, 75, 65, 'Female', 67.04783958359444, 1.7892762952076842, 0.13823545475766486, 56, 20.94256981601411, 93.66666666666666, 'Low Risk'),
(30567, 98, 18, '27:45.8', 37.10782768288991, 95.25209655283578, 135, 75, 37, 'Male', 51.12252934, 1.8855420695913228, 0.071281599, 60, 14.379370683069597, 95, 'High Risk'),
(30568, 81, 15, '26:45.8', 36.51422279507275, 97.43233878, 110, 78, 50, 'Female', 61.85391124786105, 1.7565520831289483, 0.050959747257255175, 32, 20.04680213666835, 88.66666666666667, 'Low Risk'),
(30569, 70, 14, '25:45.8', 36.42601853270859, 97.27174726567374, 111, 77, 51, 'Male', 55.16328389030514, 1.6057749464073572, 0.13806446538124229, 34, 21.39344656062258, 88.33333333333333, 'Low Risk'),
(30570, 74, 19, '24:45.8', 36.483141861272316, 97.76793087, 124, 86, 56, 'Female', 77.84478098915521, 1.9888814206017802, 0.12654087799583771, 38, 19.679393945901133, 98.66666666666667, 'Low Risk'),
(30571, 72, 18, '23:45.8', 36.34724046089012, 99.84453378074926, 114, 78, 88, 'Female', 57.237396177716896, 1.869618369939756, 0.13726232296549368, 36, 16.374722003791724, 90, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(30573, 73, 12, '21:45.8', 36.59470715367071, 95.61817255, 132, 79, 80, 'Male', 77.35809938227334, 1.6974563639252245, 0.1379817091289321, 53, 26.84779069383556, 96.66666666666666, 'Low Risk'),
(30574, 98, 12, '20:45.8', 36.95451012705797, 97.55394667392649, 119, 76, 56, 'Female', 99.70434877501572, 1.5600578597755446, 0.056356145795009666, 43, 40.96686111, 90.33333333333333, 'High Risk'),
(30575, 61, 18, '19:45.8', 37.07552203472389, 99.38500802833316, 114, 79, 79, 'Female', 98.92876712994368, 1.6306175809108312, 0.079013025, 35, 37.20646040879273, 90.66666666666667, 'High Risk'),
(30576, 69, 18, '18:45.8', 36.62170421358256, 95.95740399107758, 118, 73, 20, 'Female', 70.80250466832945, 1.6155566559520314, 0.075704399, 45, 27.127154165743466, 88, 'Low Risk'),
(30577, 89, 14, '17:45.8', 36.956339096508046, 98.46991017504266, 120, 84, 29, 'Male', 83.59319055661919, 1.652017849544789, 0.085192005, 36, 30.629607434875307, 96, 'High Risk'),
(30578, 91, 18, '16:45.8', 36.90914890381596, 97.32274033728687, 122, 74, 52, 'Male', 99.31214525, 1.6136607962255747, 0.14688972926962926, 48, 38.13975222, 90, 'High Risk'),
(30579, 68, 13, '15:45.8', 36.69242511482985, 95.16609581007141, 136, 87, 66, 'Female', 56.66251812774449, 1.7052105160042024, 0.056214007, 49, 19.486770323440656, 103.33333333333333, 'Low Risk'),
(30580, 75, 18, '14:45.8', 37.04202065175415, 97.21155218469549, 133, 71, 54, 'Female', 71.12297929022995, 1.5513514697819837, 0.087608131, 62, 29.55218097288396, 91.66666666666666, 'Low Risk'),
(30581, 98, 15, '13:45.8', 36.25293134682731, 98.47028484452697, 123, 72, 72, 'Female', 87.37454707713127, 1.9669244494798228, 0.11352629120482434, 51, 22.58445318867901, 89, 'High Risk'),
(30582, 64, 17, '12:45.8', 36.25651689415194, 98.70330749014063, 113, 88, 29, 'Male', 72.43732316, 1.9862739571056824, 0.10113625173528573, 25, 18.360482765463836, 96.33333333333333, 'High Risk'),
(30583, 74, 17, '11:45.8', 36.768114579866236, 97.95975448317274, 114, 81, 88, 'Male', 88.63039190223574, 1.9004206589389228, 0.1179538873189248, 33, 24.54048739424534, 92, 'Low Risk'),
(30584, 63, 19, '10:45.8', 36.28397710469046, 98.78923949995138, 117, 74, 37, 'Male', 98.10142172240448, 1.5689700258137247, 0.14609927542438475, 43, 39.851622513405445, 88.33333333333333, 'High Risk'),
(30585, 83, 18, '09:45.8', 36.10717604408074, 96.89402455634232, 123, 83, 78, 'Female', 52.483514956879816, 1.558110245509763, 0.14277019503821425, 40, 21.618549250056112, 96.33333333333333, 'Low Risk'),
(30586, 84, 19, '08:45.8', 37.03681619917355, 98.01206202890118, 111, 79, 76, 'Female', 71.61564306, 1.8165246521957616, 0.050037339, 32, 21.70327652114329, 89.66666666666667, 'Low Risk'),
(30587, 96, 19, '07:45.8', 36.04387157, 99.15395810654789, 123, 71, 50, 'Male', 53.01196094800212, 1.6179792684980379, 0.10352238145147555, 52, 20.250136926464172, 88.33333333333333, 'High Risk'),
(30588, 83, 19, '06:45.8', 37.19884416482729, 99.75151029370264, 110, 85, 35, 'Male', 62.56414752697499, 1.7742826089484582, 0.069265563, 25, 19.873755382380775, 93.33333333333333, 'Low Risk'),
(30589, 72, 14, '05:45.8', 36.54633265899111, 97.93703846049205, 114, 82, 61, 'Male', 66.59970956804653, 1.9978145896933766, 0.10408098086473791, 32, 16.686374042217103, 92.66666666666667, 'High Risk'),
(30590, 79, 16, '04:45.8', 37.29690389966408, 97.74099017218828, 116, 82, 77, 'Male', 83.09728131431393, 1.5157391644900486, 0.086625, 34, 36.16911402189361, 93.33333333333333, 'High Risk'),
(30591, 64, 16, '03:45.8', 36.8500892, 96.75114360312666, 116, 75, 64, 'Female', 63.42353057581073, 1.870492249602478, 0.06169325, 41, 18.127528141801065, 88.66666666666667, 'High Risk'),
(30592, 79, 14, '02:45.8', 36.60190321895585, 97.74524698922319, 114, 71, 82, 'Male', 56.442353816004456, 1.9881422222661689, 0.079414638, 43, 14.279408561071723, 85.33333333333333, 'High Risk'),
(30593, 77, 16, '01:45.8', 36.54256974013192, 95.46604817488853, 116, 81, 84, 'Female', 78.12151102331113, 1.5180917016014828, 0.079789918, 35, 33.898042687434014, 92.66666666666667, 'High Risk'),
(30594, 98, 13, '00:45.8', 36.15932456314844, 95.88588546663709, 114, 73, 26, 'Male', 64.33528051913913, 1.7151486019495072, 0.1048963894643899, 41, 21.869844324744047, 86.66666666666667, 'High Risk'),
(30595, 62, 14, '59:45.8', 36.973511164155575, 98.98683127705233, 116, 76, 80, 'Female', 90.99291649811781, 1.9067033491318872, 0.10158065461414398, 40, 25.028874831075086, 89.33333333333333, 'Low Risk'),
(30596, 90, 12, '58:45.8', 36.25006792451142, 99.60242607267989, 115, 79, 61, 'Female', 65.83906814365398, 1.8227421602116514, 0.05518906, 36, 19.816784996641776, 91, 'Low Risk'),
(30597, 89, 17, '57:45.8', 36.39520273486104, 98.74927491, 119, 79, 48, 'Male', 54.025440465709465, 1.7273566328192456, 0.096605763, 40, 18.106490971435292, 92.33333333333333, 'High Risk'),
(30598, 83, 17, '56:45.8', 36.843266097269364, 96.16635992, 122, 78, 40, 'Male', 57.94499523, 1.6809410362059038, 0.13479884436537365, 44, 20.507417462476305, 92.66666666666667, 'Low Risk'),
(30599, 64, 13, '55:45.8', 36.123977169391715, 97.85896563064202, 114, 79, 28, 'Female', 95.69452146606004, 1.6524056934129225, 0.11345621079171996, 35, 35.04723088701046, 90.66666666666667, 'High Risk'),
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(30777, 73, 15, '57:45.8', 36.91044246112192, 95.02914147451703, 126, 89, 27, 'Female', 92.03508185433563, 1.799979216124544, 0.093593539, 37, 28.406545455319517, 101.33333333333333, 'Low Risk'),
(30778, 84, 13, '56:45.8', 36.53117555983905, 99.56443954152772, 118, 85, 21, 'Female', 98.51535493429594, 1.8832340161833634, 0.095139377, 33, 27.777640069813277, 96, 'Low Risk'),
(30779, 64, 12, '55:45.8', 36.58289214, 96.67445020905858, 118, 87, 32, 'Male', 69.76631433250823, 1.7618068084926473, 0.096817044, 31, 22.476527314523068, 97.33333333333333, 'Low Risk'),
(30780, 78, 15, '54:45.8', 36.04920543581728, 99.50631755872946, 114, 78, 38, 'Female', 62.183452010585626, 1.936383082334293, 0.090981091, 36, 16.584113759934812, 90, 'High Risk'),
(30781, 67, 19, '53:45.8', 36.60674340397175, 95.06411826857679, 118, 76, 24, 'Female', 98.73850915493887, 1.9238030082465047, 0.11320226291281311, 42, 26.678743190947806, 90, 'Low Risk'),
(30782, 83, 18, '52:45.8', 37.066150414180214, 96.95083465363003, 131, 85, 72, 'Male', 62.39663449829527, 1.8974338981113614, 0.13015323240367765, 46, 17.33116893265988, 100.33333333333333, 'High Risk'),
(30783, 97, 18, '51:45.8', 37.05756352016367, 99.72175842735473, 123, 78, 81, 'Female', 87.02479293, 1.600453846832985, 0.11162510985490609, 45, 33.974782819617424, 93, 'High Risk'),
(30784, 79, 12, '50:45.8', 36.12743032216441, 97.79239781336338, 138, 71, 67, 'Female', 89.15860497729741, 1.626299230946558, 0.11299021271522258, 67, 33.71027934687452, 93.33333333333333, 'High Risk'),
(30785, 60, 13, '49:45.8', 36.68039701263429, 97.62196816947592, 135, 88, 37, 'Female', 56.15089168853721, 1.8719754682181837, 0.097209733, 47, 16.02346186538171, 103.66666666666667, 'High Risk'),
(30786, 66, 17, '48:45.8', 36.943517002099426, 95.31019263213078, 122, 84, 44, 'Female', 65.25308801197279, 1.853733726658215, 0.07752856, 38, 18.98918676046248, 96.66666666666667, 'Low Risk'),
(30787, 88, 14, '47:45.8', 37.47051602173869, 98.69364752110602, 136, 75, 82, 'Male', 95.23434072164576, 1.5676135647264813, 0.14333240712315776, 61, 38.75391246902522, 95.33333333333333, 'High Risk'),
(30788, 89, 16, '46:45.8', 36.42794065590519, 98.22583982666939, 125, 79, 88, 'Male', 58.97997813631094, 1.8368477585377272, 0.075035899, 46, 17.480678358835537, 94.33333333333333, 'High Risk'),
(30789, 91, 19, '45:45.8', 36.42827911791593, 98.16482835, 113, 75, 73, 'Male', 85.01069242089483, 1.8664852750133756, 0.055262813, 38, 24.40194351212587, 87.66666666666667, 'High Risk'),
(30790, 73, 12, '44:45.8', 36.34649872, 99.20759117794768, 119, 76, 71, 'Male', 63.169141384411944, 1.6357665334944347, 0.1432852606992514, 43, 23.608170696317774, 90.33333333333333, 'Low Risk'),
(30791, 84, 17, '43:45.8', 36.79046767, 98.90919998694973, 132, 87, 66, 'Male', 66.51488469131955, 1.5261027882396254, 0.12681116164347334, 45, 28.55954413, 102, 'Low Risk'),
(30792, 77, 19, '42:45.8', 36.752808607887225, 95.56859794070078, 129, 82, 27, 'Female', 74.55850639356544, 1.8387257655532896, 0.0749945, 47, 22.05277649057003, 97.66666666666667, 'Low Risk'),
(30793, 69, 19, '41:45.8', 36.64381876, 99.68995304752922, 126, 70, 73, 'Female', 84.05348001, 1.9318679483668628, 0.127067484, 56, 22.52168213221883, 88.66666666666666, 'Low Risk'),
(30794, 81, 12, '40:45.8', 37.15396018537726, 99.47634040036867, 135, 81, 84, 'Male', 80.67848433652757, 1.6275311260534413, 0.10281273452499262, 54, 30.457841661169642, 99, 'High Risk'),
(30795, 72, 12, '39:45.8', 36.47519071406461, 99.47059134, 136, 70, 37, 'Female', 74.97162663081113, 1.7847644913182183, 0.062360605, 66, 23.536132478155835, 92, 'Low Risk'),
(30796, 91, 17, '38:45.8', 36.045946856390515, 97.90119034317173, 133, 88, 27, 'Female', 87.90131633312006, 1.6928809468797785, 0.13165968443730747, 45, 30.672031711005616, 103, 'High Risk'),
(30797, 62, 19, '37:45.8', 37.22940926438357, 96.64015194480889, 133, 87, 41, 'Female', 68.67714202909502, 1.7059488967317555, 0.10540436890718333, 46, 23.598270728039793, 102.33333333333333, 'Low Risk'),
(30798, 77, 17, '36:45.8', 36.768988217495696, 98.86910377328961, 113, 88, 24, 'Male', 63.93889441008199, 1.9521328439923198, 0.13536421604696425, 25, 16.778239356771376, 96.33333333333333, 'High Risk'),
(30799, 92, 12, '35:45.8', 36.39393309697872, 96.98126982979986, 119, 87, 38, 'Male', 66.63770732566812, 1.9461712556608544, 0.094148761, 32, 17.593730653807764, 97.66666666666667, 'High Risk'),
(30800, 81, 18, '34:45.8', 36.46398078932717, 99.66002311, 115, 70, 63, 'Female', 83.63608360176974, 1.6275679274854284, 0.058535176046634566, 45, 31.572970350576423, 85, 'High Risk'),
(30801, 88, 16, '33:45.8', 36.62757418, 96.40562593748821, 120, 88, 69, 'Male', 58.130594215176934, 1.670054619957424, 0.07191199, 32, 20.842192942747726, 98.66666666666667, 'Low Risk'),
(30802, 63, 16, '32:45.8', 37.26236595700283, 96.14756543931145, 118, 70, 67, 'Female', 98.42830763, 1.5780301883258416, 0.11522848500053322, 48, 39.526594975797025, 86, 'High Risk'),
(30803, 88, 18, '31:45.8', 36.91858523988263, 98.82836203478743, 116, 85, 89, 'Female', 77.94611130141422, 1.9984127974998476, 0.085758294, 31, 19.517493748052146, 95.33333333333333, 'Low Risk'),
(30804, 77, 13, '30:45.8', 36.12235344592961, 99.31483964331436, 122, 76, 30, 'Female', 85.05280707663344, 1.6859614784241415, 0.11668827344218807, 46, 29.922188649938033, 91.33333333333333, 'Low Risk'),
(30805, 60, 17, '29:45.8', 36.73173372, 99.39933249604924, 119, 74, 58, 'Female', 94.3440828, 1.786588819786619, 0.1362528549541156, 45, 29.557346501977694, 89, 'Low Risk'),
(30806, 67, 15, '28:45.8', 37.142919338061944, 98.47057604, 113, 79, 50, 'Male', 51.09334675110027, 1.8930201492965721, 0.058364299, 34, 14.257844630203326, 90.33333333333333, 'High Risk'),
(30807, 90, 19, '27:45.8', 36.15407868991566, 97.16364549089013, 118, 76, 81, 'Female', 72.92226804980979, 1.7303732318763032, 0.065218861, 42, 24.354577028188082, 90, 'Low Risk'),
(30808, 80, 16, '26:45.8', 36.11828225517141, 95.41390144335504, 131, 73, 57, 'Female', 60.59795608277681, 1.8955256354580798, 0.11294985340731165, 58, 16.865477884382912, 92.33333333333333, 'High Risk'),
(30809, 97, 16, '25:45.8', 36.08276435223988, 96.04282320692246, 126, 74, 18, 'Female', 94.30805530950931, 1.924488642413072, 0.13274656913919497, 52, 25.463499226768874, 91.33333333333333, 'High Risk'),
(30810, 68, 18, '24:45.8', 36.572204165387696, 98.41688767928794, 123, 78, 21, 'Male', 81.00515600060375, 1.5366594475075064, 0.14211190911561636, 45, 34.30499828619449, 93, 'High Risk'),
(30811, 79, 18, '23:45.8', 36.41533320995409, 96.08767829515602, 114, 78, 66, 'Female', 68.21597486131131, 1.732344535881643, 0.1279298229963599, 36, 22.73094801773669, 90, 'Low Risk'),
(30812, 82, 19, '22:45.8', 36.09267401106049, 96.38871641176966, 112, 78, 61, 'Female', 73.90427289122373, 1.9325706329131627, 0.057914319, 34, 19.787858539318847, 89.33333333333333, 'Low Risk'),
(30813, 67, 14, '21:45.8', 36.47457734668917, 96.1324424, 114, 82, 59, 'Female', 50.64484794363976, 1.6150112917795478, 0.059012839, 32, 19.417090071737377, 92.66666666666667, 'Low Risk'),
(30814, 69, 12, '20:45.8', 36.50959653310707, 95.88526891712613, 131, 81, 28, 'Female', 82.76453797, 1.9756436232762098, 0.066827758, 50, 21.204453351818707, 97.66666666666666, 'Low Risk'),
(30815, 79, 17, '19:45.8', 37.10873904665585, 95.38647162552341, 121, 70, 39, 'Male', 54.841687023431895, 1.5324840914933135, 0.11200992621694714, 51, 23.351719013487457, 87, 'Low Risk'),
(30816, 63, 15, '18:45.8', 37.120323379446674, 96.58718691322495, 122, 84, 59, 'Female', 60.91561134522056, 1.6780922467241286, 0.12231464182054194, 38, 21.632013508003187, 96.66666666666667, 'Low Risk'),
(30817, 82, 15, '17:45.8', 36.14433534372945, 96.82675253, 118, 75, 53, 'Female', 98.62688905296694, 1.787118662500546, 0.088003762, 43, 30.88080083366353, 89.33333333333333, 'High Risk'),
(30818, 92, 16, '16:45.8', 37.425577104011026, 99.04026199320123, 139, 79, 28, 'Male', 73.10644855954624, 1.6993421516533311, 0.098015228, 60, 25.315938189338343, 99, 'High Risk'),
(30819, 61, 13, '15:45.8', 37.42757583853602, 96.94901416927922, 124, 78, 29, 'Female', 79.67245209775795, 1.8873752873188365, 0.062983123, 46, 22.366171737222757, 93.33333333333333, 'Low Risk'),
(30820, 97, 19, '14:45.8', 36.21881179885566, 97.29325014663382, 134, 70, 53, 'Male', 91.03348312505325, 1.9195331694253666, 0.12863393282422875, 64, 24.706425565799577, 91.33333333333333, 'High Risk'),
(30821, 77, 14, '13:45.8', 37.037013213591905, 96.26011919668561, 121, 70, 78, 'Male', 83.65687717049667, 1.5178193507250883, 0.092564305, 51, 36.31294551631996, 87, 'High Risk'),
(30822, 72, 16, '12:45.8', 36.725524598781504, 99.57943562, 119, 79, 31, 'Male', 88.29399348, 1.9262738617709096, 0.10785805000768414, 40, 23.795514363928778, 92.33333333333333, 'Low Risk'),
(30823, 70, 15, '11:45.8', 37.18945241909603, 99.74943990202996, 114, 78, 30, 'Male', 77.49525151210611, 1.9091491392913489, 0.1000596094466738, 36, 21.26157242159507, 90, 'Low Risk'),
(30824, 79, 14, '10:45.8', 37.17020404879621, 96.79416479614721, 123, 74, 37, 'Male', 67.58756116, 1.6356996761696334, 0.13461132986226892, 49, 25.261529391085503, 90.33333333333333, 'Low Risk'),
(30825, 61, 16, '09:45.8', 37.09837805119213, 96.19840510833299, 126, 76, 81, 'Male', 73.34312977457266, 1.7496006653954557, 0.12264269732749662, 50, 23.959710611993575, 92.66666666666666, 'Low Risk'),
(30826, 72, 16, '08:45.8', 37.30388670536551, 97.56371177699924, 126, 89, 41, 'Female', 56.55152562715065, 1.5477667647539033, 0.12128414656297674, 37, 23.606591891580152, 101.33333333333333, 'Low Risk'),
(30827, 75, 12, '07:45.8', 36.36676591670118, 98.53451372421314, 129, 79, 62, 'Female', 92.50221064354123, 1.6962798808065134, 0.054831243560055525, 50, 32.14823169471989, 95.66666666666666, 'High Risk'),
(30828, 82, 17, '06:45.8', 37.09362061, 96.54774140438548, 116, 71, 59, 'Male', 82.39085225888203, 1.7771172441511194, 0.10353558270781159, 45, 26.088363267403658, 86, 'Low Risk'),
(30829, 87, 17, '05:45.8', 36.042812744900814, 97.98411165750089, 139, 75, 29, 'Female', 86.95575412420641, 1.6479997153275607, 0.071228466, 64, 32.01725251163628, 96.33333333333333, 'High Risk'),
(30830, 72, 19, '04:45.8', 37.02124743909434, 96.39344185543507, 113, 76, 79, 'Female', 97.83854644, 1.6449152780859109, 0.054223516, 37, 36.15954217383916, 88.33333333333333, 'High Risk'),
(30831, 85, 13, '03:45.8', 36.14148677159823, 97.78475159, 122, 82, 83, 'Male', 52.298252274169684, 1.5323488517745973, 0.084163542, 40, 22.272649420375384, 95.33333333333333, 'Low Risk'),
(30832, 97, 16, '02:45.8', 36.51643324695586, 97.47016769291514, 111, 83, 24, 'Male', 87.66604664590463, 1.6360540955653367, 0.11721660496126349, 28, 32.75187014905078, 92.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(30833, 63, 18, '01:45.8', 37.36877698762182, 95.61893458384772, 126, 88, 54, 'Male', 72.81473096463792, 1.9867516668270513, 0.12224348268115662, 38, 18.44726885, 100.66666666666667, 'High Risk'),
(30834, 60, 13, '00:45.8', 36.69387809543548, 99.00028696144882, 136, 84, 59, 'Male', 62.03253931928349, 1.502830808, 0.083174078, 52, 27.46625073499942, 101.33333333333333, 'Low Risk'),
(30835, 80, 19, '59:45.8', 37.48760991661652, 95.88017086625543, 113, 72, 47, 'Male', 55.428414613697555, 1.5364080498380313, 0.059923609, 41, 23.481147089107182, 85.66666666666667, 'Low Risk'),
(30836, 84, 16, '58:45.8', 36.73948751398433, 97.40350548174358, 122, 71, 69, 'Female', 73.58923466473388, 1.8105082912424453, 0.13710180448295178, 51, 22.449840004275096, 88, 'Low Risk'),
(30837, 73, 16, '57:45.8', 36.33165909, 99.79467822620234, 132, 71, 75, 'Female', 91.19662834466763, 1.8227420766223368, 0.10551763447023996, 61, 27.449114834631192, 91.33333333333333, 'Low Risk'),
(30838, 86, 14, '56:45.8', 37.286095529612034, 97.01323447720894, 121, 71, 78, 'Female', 65.49889083210785, 1.678200289, 0.12027676793502652, 50, 23.256607457553443, 87.66666666666666, 'Low Risk'),
(30839, 98, 15, '55:45.8', 37.29728368275105, 96.40102480595515, 123, 81, 48, 'Female', 72.94138170840466, 1.633366088437231, 0.12415224282235866, 42, 27.34052920368697, 95, 'High Risk'),
(30840, 60, 15, '54:45.8', 36.34595502302063, 98.22912695839891, 129, 83, 89, 'Male', 55.16130685399764, 1.683962361963878, 0.053346859, 46, 19.45224746558217, 98.33333333333333, 'Low Risk'),
(30841, 86, 13, '53:45.8', 37.047032018565204, 98.50914651125228, 116, 87, 36, 'Male', 62.89058734495964, 1.740234750200361, 0.1450406690594643, 29, 20.766818981582276, 96.66666666666667, 'Low Risk'),
(30842, 92, 15, '52:45.8', 36.49390136556945, 97.32740708, 128, 79, 87, 'Female', 89.48961717341288, 1.6096536022283736, 0.077031413, 49, 34.53884405855985, 95.33333333333333, 'High Risk'),
(30843, 60, 18, '51:45.8', 36.73189821, 96.96578314224243, 138, 75, 48, 'Male', 65.85760244387673, 1.8915865625839685, 0.11655775370172289, 63, 18.405748170396908, 96, 'High Risk'),
(30844, 64, 17, '50:45.8', 36.25497126, 96.99326245083672, 120, 77, 24, 'Male', 70.12825262058861, 1.8375012180350327, 0.08131865, 43, 20.770059778197805, 91.33333333333333, 'Low Risk'),
(30845, 96, 17, '49:45.8', 37.27292420061181, 99.47415430577125, 122, 71, 36, 'Male', 55.86659025, 1.7803000595981198, 0.14435752274424674, 51, 17.626486503496025, 88, 'High Risk'),
(30846, 93, 13, '48:45.8', 36.99864760507618, 97.76419849739142, 139, 73, 32, 'Male', 72.08392160657036, 1.8753204557614485, 0.089585799, 66, 20.496864208599114, 95, 'High Risk'),
(30847, 98, 19, '47:45.8', 36.810001613819125, 99.65573238222045, 127, 75, 32, 'Male', 56.13376250639108, 1.8080921788625193, 0.061353139553359914, 52, 17.170502997251866, 92.33333333333333, 'High Risk'),
(30848, 64, 12, '46:45.8', 36.73407111240757, 99.2922309, 118, 82, 57, 'Male', 83.64038582927321, 1.9481624664447301, 0.073967662, 36, 22.037670416310394, 94, 'Low Risk'),
(30849, 77, 17, '45:45.8', 37.119322679747384, 95.26331058408306, 121, 74, 21, 'Male', 60.387525824657104, 1.9564640713786559, 0.093334203, 47, 15.776239199308229, 89.66666666666667, 'High Risk'),
(30850, 92, 19, '44:45.8', 36.398384907887426, 98.24289279446545, 137, 86, 33, 'Female', 78.09188837121806, 1.8048680553488783, 0.061432236783892175, 51, 23.972592777473945, 103, 'High Risk'),
(30851, 70, 18, '43:45.8', 36.02298215814478, 96.28876063, 110, 82, 47, 'Male', 63.205198207498064, 1.8717081041546622, 0.05329878, 28, 18.041662570761535, 91.33333333333333, 'High Risk'),
(30852, 95, 13, '42:45.8', 37.41118776749116, 97.15467941999597, 137, 84, 18, 'Male', 88.50240485699092, 1.7750929456927673, 0.089501757, 53, 28.08748643386796, 101.66666666666666, 'High Risk'),
(30853, 97, 12, '41:45.8', 36.135285404906384, 99.20615159005177, 126, 87, 19, 'Female', 86.62922258285505, 1.7164589099726122, 0.087147339, 39, 29.40340285851767, 100, 'High Risk'),
(30854, 96, 14, '40:45.8', 36.80360643, 99.47953120175379, 115, 75, 48, 'Female', 56.74044417066066, 1.9734509916861607, 0.092882401, 40, 14.569345415010387, 88.33333333333333, 'High Risk'),
(30855, 82, 17, '39:45.8', 37.32277047225059, 96.34634105983315, 129, 85, 39, 'Male', 91.63076136875101, 1.5694938818557909, 0.091053947, 44, 37.19820992478548, 99.66666666666667, 'High Risk'),
(30856, 81, 14, '38:45.8', 37.306047238704274, 97.07030744646136, 131, 74, 64, 'Male', 98.50969983004929, 1.8963293701330755, 0.11222087363907227, 57, 27.39374778758077, 93, 'Low Risk'),
(30857, 84, 16, '37:45.8', 36.841794340818566, 95.32224703869117, 114, 77, 65, 'Male', 87.72513585638688, 1.717236812, 0.1122118968315031, 37, 29.74840395401047, 89.33333333333333, 'Low Risk'),
(30858, 72, 16, '36:45.8', 36.688215555160056, 95.34106924837313, 133, 83, 75, 'Female', 71.50005278091896, 1.5955589922041367, 0.1409217396348247, 50, 28.08540110076079, 99.66666666666666, 'Low Risk'),
(30859, 94, 19, '35:45.8', 37.10461081780668, 99.69223441066455, 115, 83, 67, 'Female', 62.399371758405515, 1.5880234245766085, 0.065975674, 32, 24.743800676740822, 93.66666666666667, 'High Risk'),
(30860, 98, 12, '34:45.8', 36.883869967422115, 97.91541898, 134, 75, 22, 'Male', 90.24267863160648, 1.867624497038214, 0.060392894, 59, 25.87216987934466, 94.66666666666666, 'High Risk'),
(30861, 61, 13, '33:45.8', 36.21818057408968, 96.37122680997112, 116, 87, 79, 'Female', 54.00209302986493, 1.6483500494729957, 0.076707609, 29, 19.875208885359086, 96.66666666666667, 'Low Risk'),
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(31040, 61, 16, '34:45.8', 37.39907879327234, 98.43069693, 123, 85, 55, 'Female', 83.29689497326987, 1.5882032811232754, 0.12128379069490446, 38, 33.02300838863476, 97.66666666666667, 'High Risk'),
(31041, 71, 15, '33:45.8', 36.034867311302506, 97.84500022650941, 125, 74, 84, 'Female', 95.24756202064084, 1.8879871641326817, 0.073033089, 51, 26.72118990399609, 91, 'Low Risk'),
(31042, 75, 15, '32:45.8', 36.197935213089075, 95.66828452783386, 134, 70, 43, 'Male', 82.64919967093181, 1.8593335023989646, 0.059196459, 64, 23.90694393465008, 91.33333333333333, 'Low Risk'),
(31043, 95, 15, '31:45.8', 36.88117981629459, 95.17487116607637, 123, 89, 78, 'Male', 83.36479739041505, 1.6526295076583515, 0.051151276, 34, 30.523314632547432, 100.33333333333333, 'High Risk'),
(31044, 86, 17, '30:45.8', 36.58813005347598, 96.22426064992806, 137, 89, 57, 'Male', 84.04286396043585, 1.5477586613925416, 0.056568084, 48, 35.082808876528354, 105, 'High Risk'),
(31045, 81, 17, '29:45.8', 36.40733516784653, 97.71091117024673, 134, 87, 85, 'Male', 54.833943507218656, 1.813550800235774, 0.1280132951156681, 47, 16.672089370098806, 102.66666666666667, 'High Risk'),
(31046, 95, 12, '28:45.8', 36.51912913847886, 99.01742186770787, 125, 87, 74, 'Female', 90.69572043619056, 1.865658542663051, 0.13258265821708268, 38, 26.05688359482126, 99.66666666666667, 'High Risk'),
(31047, 90, 15, '27:45.8', 37.33590102195847, 99.98588001056035, 123, 80, 26, 'Male', 59.613645072353215, 1.8257348788236316, 0.10172945280823667, 43, 17.884230258701297, 94.33333333333333, 'High Risk'),
(31048, 69, 17, '26:45.8', 36.49141660092747, 95.03328379160686, 125, 78, 58, 'Male', 85.69553256572209, 1.7810551266441481, 0.096668894, 47, 27.01490586007197, 93.66666666666667, 'Low Risk'),
(31049, 62, 12, '25:45.8', 36.923652165562665, 98.51097592385452, 137, 79, 69, 'Male', 90.86452898107692, 1.5175945637594814, 0.096714391, 58, 39.453256436067036, 98.33333333333333, 'High Risk'),
(31050, 60, 19, '24:45.8', 37.409807584420896, 97.8206175, 136, 79, 80, 'Female', 76.72860911448653, 1.9039178008396793, 0.087651668, 57, 21.167079305660256, 98, 'Low Risk'),
(31051, 70, 14, '23:45.8', 36.326918869492005, 95.38221973107662, 138, 76, 59, 'Female', 73.66195332022373, 1.6345409649539884, 0.13937624523567232, 62, 27.570942485204164, 96.66666666666666, 'Low Risk'),
(31052, 73, 18, '22:45.8', 36.88129315155483, 97.41281964488064, 121, 71, 70, 'Male', 58.59294199686731, 1.5744368520982366, 0.10477077779084548, 50, 23.63713370129366, 87.66666666666666, 'Low Risk'),
(31053, 73, 15, '21:45.8', 36.935497643130276, 97.28141442612485, 135, 89, 22, 'Female', 73.65604088563394, 1.7298280916628082, 0.11954263637630543, 46, 24.615149627206094, 104.33333333333333, 'Low Risk'),
(31054, 80, 18, '20:45.8', 36.43830947847689, 98.65054235594172, 111, 70, 19, 'Male', 98.24075511499387, 1.5225456795804835, 0.093954239, 41, 42.37903169754591, 83.66666666666667, 'High Risk'),
(31055, 92, 14, '19:45.8', 36.71699671432045, 99.61645395322576, 115, 72, 78, 'Male', 94.81127797056263, 1.8541673179063791, 0.1422864284553343, 43, 27.57796124164565, 86.33333333333333, 'High Risk'),
(31056, 75, 16, '18:45.8', 37.14160559, 99.64932113, 129, 89, 87, 'Female', 70.94925665465854, 1.8116767276056167, 0.072706497, 40, 21.61655282958603, 102.33333333333333, 'Low Risk'),
(31057, 93, 12, '17:45.8', 37.04226792705674, 96.50020327355841, 137, 87, 61, 'Female', 88.22030939033185, 1.579432231761288, 0.088838079, 50, 35.364423564776125, 103.66666666666666, 'High Risk'),
(31058, 85, 15, '16:45.8', 36.88598388844415, 99.69602860571231, 121, 71, 42, 'Female', 66.39937908371931, 1.893513133482694, 0.094386525, 50, 18.51941973, 87.66666666666666, 'Low Risk'),
(31059, 66, 16, '15:45.8', 36.699360614917296, 95.90694306113704, 111, 79, 84, 'Female', 87.86016598, 1.740508021335196, 0.080309018, 32, 29.00280222818881, 89.66666666666667, 'Low Risk'),
(31060, 93, 16, '14:45.8', 36.48165367, 98.74080811550638, 121, 84, 54, 'Male', 89.46844961, 1.6506165757743263, 0.05283158, 37, 32.838061164690096, 96.33333333333333, 'High Risk'),
(31061, 98, 12, '13:45.8', 37.28758321964721, 96.46006677413449, 123, 79, 37, 'Female', 55.39419931870836, 1.9835493805842543, 0.069848416, 44, 14.079208999585058, 93.66666666666667, 'High Risk'),
(31062, 87, 15, '12:45.8', 36.20747131306786, 99.87012388870912, 122, 72, 82, 'Male', 68.12028998363552, 1.8797551064633036, 0.10070373955255851, 50, 19.278531149022932, 88.66666666666666, 'Low Risk'),
(31063, 75, 14, '11:45.8', 37.239714047139145, 95.81588282710584, 114, 85, 49, 'Male', 83.91229959801828, 1.8636340958177602, 0.070326169, 29, 24.160411569971394, 94.66666666666667, 'Low Risk'),
(31064, 62, 14, '10:45.8', 37.038900862748555, 95.49165231, 135, 81, 28, 'Male', 73.49701181242378, 1.5266107483851643, 0.1498399534324597, 54, 31.53646790893581, 99, 'High Risk'),
(31065, 87, 15, '09:45.8', 37.065691439216316, 99.27223485568571, 138, 76, 37, 'Female', 68.10457770316016, 1.821986257, 0.065180769, 62, 20.51568917800013, 96.66666666666666, 'Low Risk'),
(31066, 99, 19, '08:45.8', 36.45063988997975, 96.11301580051284, 138, 71, 57, 'Male', 88.97729113, 1.608775811112193, 0.077321273, 67, 34.37859503424945, 93.33333333333333, 'High Risk'),
(31067, 93, 19, '07:45.8', 36.09641131493959, 95.77741737751771, 115, 84, 27, 'Female', 91.27152452749519, 1.9263408198023313, 0.061893976879125324, 31, 24.596258547176884, 94.33333333333333, 'High Risk'),
(31068, 68, 15, '06:45.8', 36.605307058912324, 96.75456836296192, 119, 71, 59, 'Male', 97.73285283317261, 1.666422622543416, 0.065604043, 48, 35.19413297094422, 87, 'High Risk'),
(31069, 69, 13, '05:45.8', 36.394250814989725, 98.48842057980032, 110, 88, 40, 'Female', 86.52512699511809, 1.8928813097271846, 0.10691108123889824, 22, 24.14879580844116, 95.33333333333333, 'Low Risk'),
(31070, 95, 15, '04:45.8', 36.46072834853792, 98.43386271336307, 127, 72, 25, 'Female', 95.49464551211305, 1.5460972450651729, 0.10668887837916205, 55, 39.948953612873886, 90.33333333333333, 'High Risk'),
(31071, 87, 16, '03:45.8', 37.175741580215025, 96.35245474758786, 110, 75, 72, 'Male', 55.74512056, 1.866453892619805, 0.12310160447819231, 35, 16.001928561050363, 86.66666666666667, 'High Risk'),
(31072, 78, 18, '02:45.8', 36.03164211269851, 99.25734204019135, 115, 78, 35, 'Male', 66.89864890425977, 1.923169539, 0.079451924, 37, 18.087652407785082, 90.33333333333333, 'High Risk'),
(31073, 62, 13, '01:45.8', 36.863715286532596, 96.94011754706428, 135, 72, 68, 'Female', 95.86795996585042, 1.5143637099821774, 0.052345635, 63, 41.80354368266753, 93, 'High Risk'),
(31074, 69, 16, '00:45.8', 36.716108258773474, 99.02186455021412, 111, 70, 55, 'Female', 88.48546108493188, 1.7276831319341994, 0.10403310814871522, 41, 29.644472861599407, 83.66666666666667, 'Low Risk'),
(31075, 71, 19, '59:45.8', 37.317932514061965, 96.54005734966276, 131, 85, 65, 'Male', 75.97942330786776, 1.7319567442197157, 0.055066072, 46, 25.32922549507741, 100.33333333333333, 'Low Risk'),
(31076, 93, 19, '58:45.8', 36.46747495, 95.80558480720124, 133, 70, 23, 'Female', 89.24415050798815, 1.6598894690801032, 0.12641335392066536, 63, 32.39078107100307, 91, 'High Risk'),
(31077, 94, 12, '57:45.8', 36.195173900914206, 95.06900732327645, 133, 88, 84, 'Male', 69.34951500900215, 1.9774799568471395, 0.13383327652399257, 45, 17.734512207603498, 103, 'High Risk'),
(31078, 73, 14, '56:45.8', 36.08350025086835, 99.88041697619171, 128, 79, 39, 'Male', 54.35613603375175, 1.8805060354720624, 0.069376596, 49, 15.370893503978246, 95.33333333333333, 'High Risk'),
(31079, 97, 18, '55:45.8', 37.38317841510411, 99.43410643129735, 129, 71, 55, 'Male', 94.48113835975758, 1.8126704326331333, 0.071298109, 58, 28.754605630428486, 90.33333333333333, 'High Risk'),
(31080, 74, 19, '54:45.8', 36.959935179641256, 95.90077367440823, 117, 72, 66, 'Female', 75.66127445383816, 1.7640858600219156, 0.073772305, 45, 24.31275728612965, 87, 'Low Risk'),
(31081, 63, 14, '53:45.8', 36.95170595671994, 95.25051479270475, 134, 81, 28, 'Female', 93.48741488872312, 1.7007573908785945, 0.053283011, 53, 32.319781571760224, 98.66666666666666, 'High Risk'),
(31082, 68, 18, '52:45.8', 36.12822595888634, 97.94927497892687, 116, 71, 45, 'Female', 84.81674566700283, 1.701330799319924, 0.077125554, 45, 29.302459658840103, 86, 'Low Risk'),
(31083, 64, 14, '51:45.8', 36.763254799596396, 97.20449692422538, 117, 76, 53, 'Male', 84.24992668352294, 1.6288501754025488, 0.13158617904626912, 41, 31.754644399477773, 89.66666666666667, 'High Risk'),
(31084, 92, 17, '50:45.8', 37.37527752048594, 99.89846340708058, 132, 82, 31, 'Male', 90.63163616558201, 1.9224249444151804, 0.079119702, 50, 24.523419896781917, 98.66666666666666, 'High Risk'),
(31085, 98, 14, '49:45.8', 36.62076227410374, 95.68962750034179, 122, 72, 50, 'Female', 54.81320143629174, 1.9519657758852547, 0.05131662, 50, 14.386023674133233, 88.66666666666666, 'High Risk'),
(31086, 95, 18, '48:45.8', 36.38440526070285, 98.05357980673719, 134, 86, 76, 'Male', 54.39263533155064, 1.7383423494914978, 0.11733023958598228, 48, 17.999874612213983, 102, 'High Risk'),
(31087, 70, 12, '47:45.8', 37.02877522737854, 95.82740877400585, 137, 75, 86, 'Female', 98.33568049593438, 1.5364120525676017, 0.056800362, 62, 41.657741119601006, 95.66666666666666, 'High Risk'),
(31088, 79, 14, '46:45.8', 36.27991992809344, 98.94722789475165, 127, 83, 50, 'Male', 61.14016410177203, 1.9669857683762473, 0.076698421, 44, 15.802440531374149, 97.66666666666667, 'High Risk'),
(31089, 90, 19, '45:45.8', 37.20680319224889, 99.16536324201923, 124, 73, 43, 'Female', 69.94025659764904, 1.689536231395487, 0.11580781304578637, 51, 24.501473448291577, 90, 'Low Risk'),
(31090, 91, 15, '44:45.8', 37.14111924141087, 97.35437805880058, 111, 89, 32, 'Male', 51.70278964828424, 1.537921852951249, 0.1282889780557701, 22, 21.85976255263191, 96.33333333333333, 'High Risk'),
(31091, 65, 16, '43:45.8', 37.42138779246184, 95.72035614, 134, 70, 72, 'Male', 74.25896940636083, 1.8875084130249453, 0.10534168553827661, 64, 20.84352298426575, 91.33333333333333, 'Low Risk'),
(31092, 76, 18, '42:45.8', 36.96646367953362, 96.99531408117173, 133, 83, 89, 'Female', 63.71744314054383, 1.7114951369615485, 0.1246257592639426, 50, 21.752391000836106, 99.66666666666666, 'Low Risk'),
(31093, 72, 17, '41:45.8', 37.035839488238906, 96.01784409, 127, 85, 63, 'Male', 64.49576863653647, 1.8475746730875122, 0.059596091, 42, 18.89414406390704, 99, 'Low Risk'),
(31094, 97, 12, '40:45.8', 36.47629117610779, 99.50736353, 122, 85, 74, 'Male', 76.86753852708017, 1.5304142792666144, 0.076719857, 37, 32.81897067964869, 97.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(31095, 83, 15, '39:45.8', 37.22941305202973, 95.90462258090376, 115, 80, 79, 'Female', 73.30939075064997, 1.9453677744750908, 0.06576802, 35, 19.371184405819033, 91.66666666666667, 'Low Risk'),
(31096, 96, 17, '38:45.8', 37.008543108070185, 96.29099077571516, 136, 80, 85, 'Male', 81.22291635209861, 1.6734491944239895, 0.12203679071933128, 56, 29.003707416606797, 98.66666666666666, 'High Risk'),
(31097, 80, 13, '37:45.8', 36.84797974682684, 99.23950861311457, 136, 71, 52, 'Male', 69.77457615627165, 1.6623770612550266, 0.077151994, 65, 25.24864824851264, 92.66666666666666, 'Low Risk'),
(31098, 69, 13, '36:45.8', 36.41887994920297, 98.02201482, 136, 74, 66, 'Male', 84.26575198277729, 1.917058839628027, 0.058699679359055415, 62, 22.928741353177173, 94.66666666666666, 'Low Risk'),
(31099, 90, 13, '35:45.8', 36.400027631622905, 99.27672800739208, 118, 87, 22, 'Male', 54.13214543764925, 1.6793586300051317, 0.10182580458108276, 31, 19.19412590151948, 97.33333333333333, 'Low Risk'),
(31100, 66, 16, '34:45.8', 37.08329010127824, 99.70736903584734, 130, 79, 27, 'Female', 52.50819268252065, 1.6011113629215292, 0.068895057, 51, 20.482548453248018, 96, 'Low Risk'),
(31101, 67, 15, '33:45.8', 36.78267450688291, 95.16101285295241, 113, 71, 18, 'Male', 77.65640080839759, 1.9712234344709398, 0.12690114251429901, 42, 19.98506435449823, 85, 'Low Risk'),
(31102, 93, 15, '32:45.8', 36.780317875379986, 99.48454309731795, 115, 79, 71, 'Male', 71.03503983353922, 1.725657076774822, 0.13278990004988467, 36, 23.854132911854265, 91, 'High Risk'),
(31103, 93, 14, '31:45.8', 36.715384463696424, 98.24376212020654, 132, 86, 74, 'Male', 79.04515676724809, 1.7774850242086857, 0.13596171289032005, 46, 25.018620781788535, 101.33333333333333, 'High Risk'),
(31104, 64, 18, '30:45.8', 36.49456590315478, 96.38854682994855, 118, 81, 64, 'Female', 89.23312896491728, 1.7379141716044122, 0.096039078, 37, 29.544012102442412, 93.33333333333333, 'Low Risk'),
(31105, 63, 18, '29:45.8', 36.674702727184375, 98.09720529121608, 122, 85, 66, 'Male', 52.36200101200906, 1.882871817613969, 0.10899655982490473, 37, 14.769803744366415, 97.33333333333333, 'High Risk'),
(31106, 80, 15, '28:45.8', 36.678096104798286, 95.32317872594204, 126, 70, 84, 'Female', 94.43680631186335, 1.7672122248728024, 0.097114053, 56, 30.238752980116132, 88.66666666666666, 'High Risk'),
(31107, 99, 16, '27:45.8', 36.733479698154895, 96.35143406094144, 135, 77, 71, 'Male', 69.07037389616875, 1.7171361151133773, 0.12836699916798744, 58, 23.42514900175339, 96.33333333333333, 'High Risk'),
(31108, 73, 13, '26:45.8', 36.935685420794115, 98.63039233430324, 134, 80, 27, 'Male', 70.65555547, 1.5873115694352522, 0.088704476, 54, 28.042837256265145, 98, 'Low Risk'),
(31109, 97, 17, '25:45.8', 36.87080127395254, 97.93869180062939, 126, 70, 28, 'Female', 96.10611066, 1.9464115391581922, 0.050595652, 56, 25.36773316, 88.66666666666666, 'High Risk'),
(31110, 74, 19, '24:45.8', 37.42764364080493, 99.41001713383436, 116, 76, 81, 'Male', 59.272501796557286, 1.631029324023443, 0.090981855, 40, 22.280745606551154, 89.33333333333333, 'Low Risk'),
(31111, 95, 14, '23:45.8', 36.41213579718297, 99.66159564991429, 111, 78, 33, 'Male', 80.71106796034431, 1.7181120026113699, 0.082561931, 33, 27.341991899301238, 89, 'High Risk'),
(31112, 83, 16, '22:45.8', 36.69350882, 98.01762687410353, 132, 75, 41, 'Female', 98.19312163015974, 1.5212983374230926, 0.1036925613500467, 57, 42.42797317, 94, 'High Risk'),
(31113, 62, 16, '21:45.8', 37.150264942357445, 95.49533516639927, 117, 73, 53, 'Female', 56.094298296445764, 1.804030989182288, 0.07842683, 44, 17.235771691762512, 87.66666666666667, 'High Risk'),
(31114, 96, 17, '20:45.8', 37.00766215575105, 95.25765620529508, 132, 74, 69, 'Female', 63.97115412751101, 1.5319307835094884, 0.14308846254834756, 58, 27.258747679519775, 93.33333333333333, 'High Risk'),
(31115, 97, 14, '19:45.8', 37.20165373539051, 95.75624993423118, 132, 73, 31, 'Male', 83.30053254968821, 1.7659135495589844, 0.053150406, 59, 26.712153409236823, 92.66666666666666, 'High Risk'),
(31116, 77, 19, '18:45.8', 36.464611894250176, 95.08962785921142, 137, 86, 77, 'Male', 77.20904476804063, 1.6066587080427988, 0.069671565, 51, 29.910310047779753, 103, 'Low Risk'),
(31117, 77, 15, '17:45.8', 37.32291206385523, 96.98047115043408, 116, 76, 35, 'Male', 99.08440251378987, 1.8117084087220598, 0.098271647, 40, 30.187607512553253, 89.33333333333333, 'High Risk'),
(31118, 85, 15, '16:45.8', 36.157879347552466, 98.62129026516314, 127, 78, 54, 'Female', 69.88144153539241, 1.824272292559861, 0.095376174, 49, 20.998222396502193, 94.33333333333333, 'Low Risk'),
(31119, 78, 15, '15:45.8', 37.22982830187883, 96.61649442721192, 125, 85, 88, 'Female', 76.47420836, 1.8595803102484516, 0.072178306, 40, 22.114906713852317, 98.33333333333333, 'Low Risk'),
(31120, 82, 18, '14:45.8', 37.34373172329441, 98.78835922910648, 116, 76, 71, 'Female', 91.24940790607573, 1.9806696926925844, 0.10709128686317151, 40, 23.259798205144367, 89.33333333333333, 'Low Risk'),
(31121, 69, 13, '13:45.8', 37.11811191035474, 97.674864, 113, 83, 21, 'Male', 57.437635052788394, 1.858441509860893, 0.052770029, 30, 16.63024913709102, 93, 'High Risk'),
(31122, 76, 15, '12:45.8', 36.52229932286054, 98.79371901919231, 118, 83, 89, 'Female', 73.63019537936216, 1.5190487596131215, 0.1354055603624509, 35, 31.908950778064586, 94.66666666666667, 'High Risk'),
(31123, 85, 18, '11:45.8', 36.576252441088336, 97.34637872393944, 111, 78, 34, 'Female', 68.56178105695281, 1.6771862792211143, 0.064140544, 33, 24.373589316074032, 89, 'Low Risk'),
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(31302, 79, 17, '12:45.8', 36.94928781515352, 99.67182054, 135, 82, 54, 'Female', 51.82208112152356, 1.5469314773802283, 0.1415450295055336, 53, 21.655723435688166, 99.66666666666666, 'Low Risk'),
(31303, 89, 13, '11:45.8', 36.25826222600833, 99.72391635841699, 128, 77, 37, 'Male', 61.75285400108513, 1.777596525, 0.082743335, 51, 19.54297375881718, 94, 'Low Risk'),
(31304, 63, 18, '10:45.8', 37.28697668164798, 97.76177475, 129, 87, 51, 'Female', 56.383618001645424, 1.5923051953498917, 0.10600110401836876, 42, 22.238235028562983, 101, 'Low Risk'),
(31305, 64, 16, '09:45.8', 36.95333078109059, 97.57412122670797, 113, 70, 20, 'Male', 89.80817138868036, 1.8723376300926917, 0.1463234374274961, 43, 25.618135716383783, 84.33333333333333, 'Low Risk'),
(31306, 75, 16, '08:45.8', 37.03688542323915, 96.4669729, 133, 74, 53, 'Male', 74.53297048442943, 1.965179644982484, 0.10380501859662632, 59, 19.299404823472837, 93.66666666666666, 'Low Risk'),
(31307, 76, 14, '07:45.8', 36.93484992220288, 98.67271430453164, 131, 70, 57, 'Female', 75.60371590690889, 1.9268509810510979, 0.069026222, 61, 20.36324022220027, 90.33333333333333, 'Low Risk'),
(31308, 71, 18, '06:45.8', 36.340636010527156, 99.59831014, 119, 81, 83, 'Male', 65.47025659715196, 1.568422696677332, 0.063849338, 38, 26.614469036220786, 93.66666666666667, 'Low Risk'),
(31309, 71, 18, '05:45.8', 36.266619357642064, 98.46947544500863, 136, 74, 36, 'Male', 85.39494135184853, 1.5429572701796097, 0.13466522103728207, 62, 35.86941935, 94.66666666666666, 'High Risk'),
(31310, 88, 15, '04:45.8', 37.38081654454194, 95.57102101095559, 110, 80, 39, 'Female', 87.39843176, 1.8151829850651626, 0.14554981001312883, 30, 26.52545339745184, 90, 'Low Risk'),
(31311, 62, 14, '03:45.8', 36.6541285, 99.51066290654711, 139, 70, 79, 'Female', 89.91712038051423, 1.9847416657507018, 0.073780416, 69, 22.826241941379344, 93, 'Low Risk'),
(31312, 97, 19, '02:45.8', 36.98572949035165, 95.11695086, 126, 80, 84, 'Female', 92.54762736184773, 1.852219359, 0.085761728, 46, 26.976180014949506, 95.33333333333333, 'High Risk'),
(31313, 67, 18, '01:45.8', 36.22069174573755, 95.39451202086023, 119, 72, 82, 'Male', 99.81469650187427, 1.940970209869227, 0.096305729, 47, 26.494562401151313, 87.66666666666667, 'Low Risk'),
(31314, 66, 19, '00:45.8', 36.11095850338925, 99.86236640809766, 128, 88, 81, 'Male', 56.850277167796534, 1.8347357055915468, 0.091046582, 40, 16.888285445007092, 101.33333333333333, 'High Risk'),
(31315, 75, 16, '59:45.8', 36.59545585148141, 96.92382101991323, 118, 81, 20, 'Male', 96.82969659895758, 1.7600684304659064, 0.081227026, 37, 31.257156307322393, 93.33333333333333, 'High Risk'),
(31316, 87, 15, '58:45.8', 36.615350666740454, 97.65361955, 134, 88, 40, 'Female', 76.35278453908208, 1.922574498401672, 0.079206096, 46, 20.656585042559765, 103.33333333333333, 'Low Risk'),
(31317, 89, 12, '57:45.8', 37.17303716683673, 99.64946326058259, 135, 72, 81, 'Female', 81.80383065065433, 1.9864125060225013, 0.080783105, 63, 20.73169253894919, 93, 'Low Risk'),
(31318, 95, 17, '56:45.8', 36.202639309281594, 98.07180886576174, 136, 81, 18, 'Female', 82.58300576279763, 1.665115163, 0.098007854, 55, 29.78531067256374, 99.33333333333333, 'High Risk'),
(31319, 65, 16, '55:45.8', 36.723040706250806, 96.46177754962962, 136, 79, 88, 'Female', 52.88103920640689, 1.505293378024467, 0.12790985274991368, 57, 23.337679912057588, 98, 'Low Risk'),
(31320, 64, 18, '54:45.8', 36.25791100429252, 98.69386119, 124, 78, 86, 'Male', 83.39424365475023, 1.6362198956768133, 0.059071707, 46, 31.149618770117293, 93.33333333333333, 'High Risk'),
(31321, 98, 13, '53:45.8', 36.903943823784985, 98.21319705119686, 131, 74, 72, 'Female', 93.68188795699277, 1.5796381846687835, 0.13192661283572704, 57, 37.54398672106531, 93, 'High Risk'),
(31322, 78, 18, '52:45.8', 37.39437578600288, 95.06735036757489, 129, 82, 77, 'Female', 84.34011225, 1.798216512611444, 0.061308107733710385, 47, 26.082559809970135, 97.66666666666667, 'Low Risk'),
(31323, 89, 13, '51:45.8', 36.87811649, 97.93442663448032, 116, 88, 68, 'Male', 60.461663038953716, 1.7887960105554974, 0.078134836, 28, 18.895502823852677, 97.33333333333333, 'Low Risk'),
(31324, 74, 17, '50:45.8', 36.461134536561275, 97.02550649796224, 130, 70, 89, 'Male', 99.04170716, 1.8480452710234645, 0.089547359, 60, 28.999659989866327, 90, 'Low Risk'),
(31325, 86, 12, '49:45.8', 37.09044283567651, 95.62743985750726, 121, 78, 44, 'Male', 50.01686938154079, 1.713527884966118, 0.1499402761989158, 43, 17.03468678485529, 92.33333333333333, 'High Risk'),
(31326, 99, 15, '48:45.8', 36.42069627923557, 99.73205851313465, 128, 89, 29, 'Male', 79.14404074, 1.7846135716516256, 0.14731686644644507, 39, 24.85019705166381, 102, 'High Risk'),
(31327, 94, 13, '47:45.8', 37.19640846045979, 96.07530512, 123, 73, 78, 'Female', 80.87186061238836, 1.7013920126675626, 0.084279573, 50, 27.937571742204632, 89.66666666666666, 'High Risk'),
(31328, 84, 12, '46:45.8', 36.269320272380654, 97.80221364074345, 136, 79, 19, 'Female', 50.37890820010385, 1.6151623830779562, 0.10962109280788726, 57, 19.311516012643832, 98, 'Low Risk'),
(31329, 71, 14, '45:45.8', 36.67753112115797, 95.04356315503168, 119, 74, 41, 'Female', 64.30122754853814, 1.7746592669304275, 0.1080045106718256, 45, 20.416876486695777, 89, 'Low Risk'),
(31330, 98, 16, '44:45.8', 36.10604181099574, 96.24006694, 134, 80, 54, 'Male', 75.96446283388045, 1.6366041834168792, 0.12769308699768375, 54, 28.361105620061483, 98, 'High Risk'),
(31331, 85, 14, '43:45.8', 36.733527930120026, 97.94870269632723, 113, 84, 22, 'Female', 55.75675422650812, 1.7978840052063945, 0.071659637, 29, 17.249406094441486, 93.66666666666667, 'High Risk'),
(31332, 82, 14, '42:45.8', 36.28126443, 97.98527998574635, 137, 88, 22, 'Male', 63.09175353918894, 1.8175564616895103, 0.050240209, 49, 19.098390819246628, 104.33333333333333, 'Low Risk'),
(31333, 79, 12, '41:45.8', 36.85088600254127, 98.74649889699675, 121, 83, 33, 'Female', 54.907330159503125, 1.7017234584236332, 0.073325985, 38, 18.96061219014522, 95.66666666666667, 'Low Risk'),
(31334, 75, 19, '40:45.8', 37.226527860761784, 97.01753068094615, 136, 87, 34, 'Female', 87.30798749335167, 1.9754024343274077, 0.050872777, 49, 22.37395747556542, 103.33333333333333, 'Low Risk'),
(31335, 66, 13, '39:45.8', 36.23717413424109, 97.24969099068167, 138, 80, 58, 'Male', 81.02062072160048, 1.5002154259237863, 0.060275147, 58, 35.99882391611697, 99.33333333333333, 'High Risk'),
(31336, 60, 12, '38:45.8', 36.12551542974738, 98.26355065387536, 123, 86, 72, 'Female', 53.870608087591364, 1.7743440867192817, 0.1430078477649006, 37, 17.111031502803048, 98.33333333333333, 'High Risk'),
(31337, 99, 16, '37:45.8', 36.99614731385134, 95.51918084256562, 132, 75, 62, 'Male', 60.77563937109326, 1.9026154117778162, 0.086822641, 57, 16.789103859105204, 94, 'High Risk'),
(31338, 93, 13, '36:45.8', 36.99307718214674, 97.74053435656373, 135, 84, 72, 'Male', 86.31126780935404, 1.5765493132013833, 0.072282162, 51, 34.725809349146495, 101, 'High Risk'),
(31339, 72, 18, '35:45.8', 36.319019468051586, 98.44517439749201, 139, 88, 64, 'Male', 58.08590521393931, 1.8934448776989647, 0.079176243, 51, 16.201880664918637, 105, 'High Risk'),
(31340, 93, 15, '34:45.8', 36.918395757365914, 99.93343701505466, 127, 87, 55, 'Male', 70.58780980885315, 1.9946891832615283, 0.14920186970044505, 40, 17.741046804987402, 100.33333333333333, 'High Risk'),
(31341, 87, 13, '33:45.8', 36.919712425441666, 95.50639839610474, 136, 83, 26, 'Male', 87.99832298063072, 1.9534696794129467, 0.061625315, 53, 23.060092561950434, 100.66666666666666, 'Low Risk'),
(31342, 88, 14, '32:45.8', 37.476404861877334, 96.79267703046982, 130, 71, 64, 'Male', 94.04434314938305, 1.866404505250762, 0.061938973, 59, 26.997349525973082, 90.66666666666666, 'Low Risk'),
(31343, 66, 19, '31:45.8', 37.488215767223366, 95.56868878553279, 137, 71, 80, 'Female', 98.25335336835556, 1.907242881585876, 0.068870484, 66, 27.010671205753095, 93, 'Low Risk'),
(31344, 72, 19, '30:45.8', 37.038167066054626, 98.91656102222687, 110, 70, 38, 'Male', 95.00611068846791, 1.9311301320352032, 0.069839114, 40, 25.475836844401556, 83.33333333333333, 'Low Risk'),
(31345, 92, 18, '29:45.8', 36.94668810434009, 98.34919818299265, 124, 71, 26, 'Female', 53.62953405634254, 1.8957170576389064, 0.11101829329530297, 53, 14.923029173069162, 88.66666666666666, 'High Risk'),
(31346, 61, 19, '28:45.8', 36.25559249733198, 96.39007415253323, 119, 73, 21, 'Male', 67.68392094124948, 1.562554744499345, 0.06958706, 46, 27.721391463574328, 88.33333333333333, 'Low Risk'),
(31347, 98, 19, '27:45.8', 36.114125553052396, 95.18937379, 116, 76, 61, 'Male', 76.69705955634109, 1.6812358829292933, 0.10407338018556117, 40, 27.134474347339488, 89.33333333333333, 'High Risk'),
(31348, 77, 13, '26:45.8', 36.196516847545524, 98.44486276, 111, 70, 78, 'Female', 83.96469564284027, 1.9464691436338974, 0.14362271691158696, 41, 22.161628536775243, 83.66666666666667, 'Low Risk'),
(31349, 81, 18, '25:45.8', 37.307182440839235, 98.22992140278528, 130, 83, 65, 'Male', 53.493812571343845, 1.5295499234175252, 0.081376969, 47, 22.86526497, 98.66666666666667, 'Low Risk'),
(31350, 75, 19, '24:45.8', 36.21001513450667, 99.31295526384683, 123, 85, 59, 'Male', 60.41816292498831, 1.9282542831786955, 0.058195766, 38, 16.249459004659666, 97.66666666666667, 'High Risk'),
(31351, 96, 16, '23:45.8', 36.50728215, 95.17716501110482, 115, 84, 65, 'Female', 84.70729793989796, 1.5159567540872332, 0.082257089, 31, 36.85931024349513, 94.33333333333333, 'High Risk'),
(31352, 87, 18, '22:45.8', 36.391028853738206, 95.64824673, 120, 89, 86, 'Male', 67.67819893324426, 1.8425599256639407, 0.12634509994428655, 31, 19.934509311769038, 99.33333333333333, 'Low Risk'),
(31353, 81, 19, '21:45.8', 37.264969379380794, 95.97742358334274, 120, 89, 53, 'Female', 97.86376049363821, 1.8794001547361363, 0.101677125, 31, 27.706609471323727, 99.33333333333333, 'Low Risk'),
(31354, 98, 16, '20:45.8', 37.02574022161484, 97.07502645699049, 113, 76, 71, 'Female', 58.149797855882966, 1.5827991174654632, 0.12924723959805834, 37, 23.211147449930277, 88.33333333333333, 'High Risk'),
(31355, 94, 17, '19:45.8', 36.30925892135618, 95.91737905580527, 124, 80, 23, 'Male', 63.92602462038672, 1.6281501088732577, 0.10762414890089753, 44, 24.11508586, 94.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(31356, 98, 19, '18:45.8', 37.17444773707513, 98.06756620120389, 132, 77, 19, 'Male', 89.29515227077445, 1.629670594157802, 0.13899430827909248, 55, 33.62236231505397, 95.33333333333333, 'High Risk'),
(31357, 81, 14, '17:45.8', 36.68236878128379, 96.24017521, 112, 75, 74, 'Male', 59.208431642267776, 1.680728292382292, 0.050426897, 37, 20.959867637772458, 87.33333333333333, 'Low Risk'),
(31358, 67, 14, '16:45.8', 37.353219872493334, 97.41480185957342, 119, 85, 47, 'Male', 92.28093921489666, 1.8651039511527445, 0.050512017, 34, 26.528086304486745, 96.33333333333333, 'Low Risk'),
(31359, 98, 15, '15:45.8', 36.36451881336442, 96.47633134468228, 121, 75, 73, 'Male', 73.09791311104686, 1.6221063752027662, 0.13367151290579132, 46, 27.780900310102602, 90.33333333333333, 'High Risk'),
(31360, 82, 19, '14:45.8', 36.71479109098136, 95.53832057, 127, 74, 35, 'Female', 83.79259989113635, 1.8221669721006297, 0.080823323, 53, 25.23651170548243, 91.66666666666666, 'Low Risk'),
(31361, 72, 13, '13:45.8', 37.427584029612916, 99.42199901911309, 135, 82, 39, 'Female', 65.32146747327711, 1.9538443289735636, 0.054402514721081166, 53, 17.111024589643844, 99.66666666666666, 'High Risk'),
(31362, 76, 17, '12:45.8', 36.51569601878229, 99.58483456351145, 122, 89, 64, 'Male', 73.73319895991587, 1.631099568618689, 0.086005961, 33, 27.714186215072164, 100, 'Low Risk'),
(31363, 69, 18, '11:45.8', 37.397822906003974, 95.86978932327239, 114, 73, 68, 'Male', 54.10035629070367, 1.5788835513165607, 0.059225867, 41, 21.702008269636575, 86.66666666666667, 'Low Risk'),
(31364, 85, 13, '10:45.8', 37.182000685442055, 98.18987380126626, 129, 73, 79, 'Male', 52.48766789, 1.9847603935600466, 0.063082184, 56, 13.324198899429836, 91.66666666666666, 'High Risk'),
(31365, 89, 14, '09:45.8', 36.69007330650009, 99.73430814732897, 127, 78, 43, 'Male', 67.24143512948322, 1.755534336321905, 0.098343799, 49, 21.818169812104575, 94.33333333333333, 'Low Risk'),
(31366, 84, 19, '08:45.8', 36.59685708430244, 97.03648567461283, 117, 89, 28, 'Male', 52.03499108, 1.6668726513902106, 0.075226723, 28, 18.727967294155942, 98.33333333333333, 'Low Risk'),
(31367, 91, 14, '07:45.8', 37.275642913261635, 95.25997114, 110, 74, 65, 'Female', 75.21992855541207, 1.8370603579967908, 0.051379548, 36, 22.288768083331618, 86, 'High Risk'),
(31368, 64, 19, '06:45.8', 36.009697052915676, 97.21198017514456, 110, 77, 52, 'Female', 82.85643087153177, 1.7564561434374895, 0.12732958702399721, 33, 26.856635241199555, 88, 'Low Risk'),
(31369, 68, 13, '05:45.8', 36.91291424821306, 98.66752921008604, 139, 88, 65, 'Female', 51.018022723677575, 1.7214244496097841, 0.10480601194496812, 51, 17.21661187, 105, 'High Risk'),
(31370, 92, 15, '04:45.8', 36.71365115292092, 97.87710978, 126, 70, 76, 'Female', 78.67002873306191, 1.5089468826350299, 0.058789986, 56, 34.55106228300126, 88.66666666666666, 'High Risk'),
(31371, 72, 12, '03:45.8', 36.71197950443306, 97.73293324090118, 113, 80, 50, 'Male', 92.15540844645068, 1.6717940318455995, 0.11637372272928415, 33, 32.972758923691735, 91, 'High Risk'),
(31372, 84, 13, '02:45.8', 37.39080977661886, 96.97835688936374, 125, 70, 43, 'Male', 52.471429074697525, 1.913739217441931, 0.11447706812100919, 55, 14.32706987316828, 88.33333333333333, 'High Risk'),
(31373, 87, 19, '01:45.8', 36.51372818374339, 95.81154909109934, 138, 76, 48, 'Male', 66.37231349681755, 1.751356501868277, 0.098421757, 62, 21.639032431402068, 96.66666666666666, 'Low Risk'),
(31374, 79, 17, '00:45.8', 36.87109289256735, 97.53925539679018, 137, 70, 31, 'Female', 82.41462905104694, 1.5237746540663353, 0.14364366666680256, 67, 35.49464340491171, 92.33333333333333, 'High Risk'),
(31375, 97, 16, '59:45.8', 36.49810089381905, 98.34574960504723, 134, 86, 49, 'Female', 53.32756761720934, 1.717150120744281, 0.082728757, 48, 18.08569679145712, 102, 'High Risk'),
(31376, 69, 19, '58:45.8', 37.49137785594355, 96.36379129319593, 125, 70, 76, 'Female', 83.79881490427073, 1.9756137805700722, 0.074493641, 55, 21.47008595433094, 88.33333333333333, 'Low Risk'),
(31377, 62, 19, '57:45.8', 36.208007885436345, 98.07390274312041, 128, 77, 44, 'Male', 80.05660072739703, 1.5344995907577235, 0.13568078876946377, 51, 33.99880023654027, 94, 'High Risk'),
(31378, 74, 14, '56:45.8', 36.71466630245826, 95.37273844099411, 125, 77, 82, 'Female', 80.13790209592607, 1.5954650361693745, 0.083036127, 48, 31.48207769785673, 93, 'High Risk'),
(31379, 99, 19, '55:45.8', 37.28453307917676, 98.72806736685371, 133, 81, 25, 'Female', 55.99968227320921, 1.8654753298749513, 0.08187154, 52, 16.091871016103074, 98.33333333333333, 'High Risk'),
(31380, 87, 16, '54:45.8', 37.49819010227432, 95.53950145, 120, 83, 80, 'Male', 56.879923301689146, 1.8275393614859725, 0.068098546, 37, 17.03042644864698, 95.33333333333333, 'High Risk'),
(31381, 88, 15, '53:45.8', 37.30902399155694, 99.77186132890934, 118, 74, 58, 'Male', 98.68393031835383, 1.9568068388142543, 0.12602921903873426, 44, 25.772142437955196, 88.66666666666667, 'Low Risk'),
(31382, 74, 18, '52:45.8', 36.407867526865566, 99.82544534987383, 126, 84, 60, 'Female', 81.07586433847675, 1.797222483416145, 0.056330724, 42, 25.100819533585675, 98, 'Low Risk'),
(31383, 76, 12, '51:45.8', 37.29478642783323, 99.47060719624982, 114, 89, 74, 'Male', 69.82264137286019, 1.6558628800945379, 0.10332489013202482, 25, 25.46522588787355, 97.33333333333333, 'Low Risk'),
(31384, 92, 19, '50:45.8', 36.22515721, 98.44722772043644, 138, 79, 51, 'Male', 74.46959762868899, 1.7916670618249309, 0.08601504, 59, 23.198739487872583, 98.66666666666666, 'High Risk'),
(31385, 67, 16, '49:45.8', 36.65474733893128, 95.34531702443354, 113, 84, 68, 'Female', 79.06654197, 1.5664717088406601, 0.098490375, 29, 32.22163943961085, 93.66666666666667, 'High Risk'),
(31386, 99, 16, '48:45.8', 37.497765478417875, 99.08583083162041, 122, 74, 85, 'Female', 65.27114228777224, 1.779862041, 0.1486343330497865, 48, 20.603857210799415, 90, 'High Risk'),
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(31565, 63, 18, '49:45.8', 36.48327532277812, 98.20285306, 133, 84, 47, 'Female', 79.85391513080486, 1.920163343637175, 0.11480724969524135, 49, 21.658075561797574, 100.33333333333333, 'Low Risk'),
(31566, 71, 14, '48:45.8', 36.30644278497294, 97.30207713, 111, 86, 50, 'Female', 76.01802870828278, 1.8343396286520044, 0.13127519336121213, 25, 22.592126244572196, 94.33333333333333, 'Low Risk'),
(31567, 68, 19, '47:45.8', 36.80360210352133, 99.55563497435287, 131, 73, 52, 'Male', 55.337087939231175, 1.9874956397892338, 0.073409257, 58, 14.008896670578444, 92.33333333333333, 'High Risk'),
(31568, 77, 15, '46:45.8', 37.29878314058367, 95.31209639872114, 133, 74, 73, 'Female', 81.07456176559393, 1.7189421026523557, 0.098697988, 59, 27.438610309464536, 93.66666666666666, 'Low Risk'),
(31569, 73, 13, '45:45.8', 37.05446086567237, 97.80729719814398, 115, 73, 71, 'Female', 58.047407785970165, 1.559608261617437, 0.1364266660913752, 42, 23.864469035451865, 87, 'Low Risk'),
(31570, 81, 18, '44:45.8', 36.878182708801376, 95.41144422255601, 114, 70, 74, 'Female', 53.528843841275894, 1.781404423723017, 0.11685012118594486, 44, 16.867969626855356, 84.66666666666667, 'High Risk'),
(31571, 69, 17, '43:45.8', 36.33913569803817, 99.79599007439576, 121, 76, 67, 'Male', 65.48997234751789, 1.7270167451250895, 0.12175231008161273, 45, 21.957440271109167, 91, 'Low Risk'),
(31572, 70, 12, '42:45.8', 36.66500277979355, 96.61673418449881, 137, 80, 73, 'Male', 79.81944177, 1.5067531448869584, 0.071076665, 57, 35.15802519, 99, 'High Risk'),
(31573, 82, 14, '41:45.8', 36.492236780716674, 97.57897296129421, 126, 76, 18, 'Female', 88.89861075674933, 1.961847130598882, 0.072435103, 50, 23.097482509678063, 92.66666666666666, 'Low Risk'),
(31574, 89, 18, '40:45.8', 36.47546421, 95.10077974472057, 122, 70, 83, 'Male', 93.19510058, 1.6465464759393968, 0.14534077214406796, 52, 34.375188937603546, 87.33333333333333, 'High Risk'),
(31575, 82, 13, '39:45.8', 36.05717005592128, 98.33991335805712, 137, 80, 44, 'Female', 94.50587447317666, 1.9764010847957896, 0.10079356404949746, 57, 24.194053566529263, 99, 'Low Risk'),
(31576, 89, 17, '38:45.8', 36.46615284061877, 98.85136026338121, 111, 81, 41, 'Male', 51.555599912291655, 1.8836412201854955, 0.10646529936432078, 30, 14.53046368771839, 91, 'High Risk'),
(31577, 93, 19, '37:45.8', 36.65771060139588, 98.08524234760746, 132, 75, 58, 'Female', 93.86603302471302, 1.8865107299086152, 0.12650914468682978, 57, 26.37484431, 94, 'High Risk'),
(31578, 70, 19, '36:45.8', 36.545419307647606, 95.59335911770133, 133, 72, 25, 'Male', 72.64080584, 1.929485924606655, 0.09687372, 61, 19.51180395757183, 92.33333333333333, 'Low Risk'),
(31579, 67, 15, '35:45.8', 36.907716478701474, 95.95137696699892, 124, 89, 51, 'Male', 57.50112945616837, 1.6185022039228851, 0.066864287, 35, 21.950771306360778, 100.66666666666667, 'Low Risk'),
(31580, 74, 19, '34:45.8', 37.00554278, 98.24942729578687, 113, 77, 32, 'Male', 66.47904985315493, 1.8208404805014657, 0.073159842, 36, 20.051229314079787, 89, 'Low Risk'),
(31581, 95, 15, '33:45.8', 36.03567393, 99.62363072547922, 130, 75, 49, 'Male', 90.53856599255931, 1.5603182502320794, 0.098134694, 55, 37.18837786454494, 93.33333333333333, 'High Risk'),
(31582, 66, 19, '32:45.8', 37.412370924871084, 99.71547475, 118, 79, 63, 'Male', 67.04075651057742, 1.9436407161960136, 0.052714316, 39, 17.746263668314572, 92, 'High Risk'),
(31583, 84, 13, '31:45.8', 36.86168674, 98.62921039, 111, 74, 37, 'Male', 78.52496528469543, 1.650900327620573, 0.11407516915887887, 37, 28.81151169555054, 86.33333333333333, 'Low Risk'),
(31584, 68, 13, '30:45.8', 37.24011752432874, 97.68461161731152, 113, 77, 25, 'Male', 97.33964034207106, 1.7330064150794426, 0.069797335, 36, 32.41077355460417, 89, 'High Risk'),
(31585, 62, 12, '29:45.8', 36.55569428736735, 98.68919209497702, 124, 75, 80, 'Female', 81.07194354, 1.8792484618757797, 0.10862558223838967, 49, 22.956315116574018, 91.33333333333333, 'Low Risk'),
(31586, 99, 14, '28:45.8', 36.42958026392237, 99.23706914, 134, 77, 60, 'Female', 62.92250787623797, 1.6879447832807732, 0.10522064635169091, 57, 22.08460074867745, 96, 'High Risk'),
(31587, 73, 16, '27:45.8', 37.14641396078519, 99.44903775, 136, 74, 22, 'Female', 65.37164309474328, 1.725641044212971, 0.085152416, 62, 21.95272702937959, 94.66666666666666, 'Low Risk'),
(31588, 80, 16, '26:45.8', 37.04486238989425, 95.13700063126493, 130, 89, 63, 'Male', 65.94043806957684, 1.738935158309798, 0.073763331, 41, 21.806454092380438, 102.66666666666667, 'Low Risk'),
(31589, 61, 18, '25:45.8', 37.17112563529693, 99.03781555, 111, 85, 56, 'Female', 99.83587749878636, 1.9200062918626337, 0.096585828, 26, 27.08203753670458, 93.66666666666667, 'Low Risk'),
(31590, 78, 18, '24:45.8', 36.92163408774831, 96.27131365887558, 115, 86, 69, 'Male', 74.76277623, 1.5923199156531644, 0.10426715833794395, 29, 29.486604591044255, 95.66666666666667, 'Low Risk'),
(31591, 72, 13, '23:45.8', 36.3591444, 96.62531341947886, 118, 70, 32, 'Female', 61.00654604674593, 1.5563562885707944, 0.14499686606816153, 48, 25.185952965764198, 86, 'Low Risk'),
(31592, 61, 13, '22:45.8', 37.36981347058997, 96.42512142, 117, 84, 61, 'Female', 72.23299534767179, 1.9004930917888934, 0.11433917446174609, 33, 19.998758403232127, 95, 'Low Risk'),
(31593, 69, 13, '21:45.8', 36.11273077281655, 99.41205454013956, 117, 78, 35, 'Male', 86.57054484, 1.5584109865791893, 0.1095954234808663, 39, 35.645617971758654, 91, 'High Risk'),
(31594, 82, 12, '20:45.8', 37.42814842641989, 98.60847055193723, 117, 76, 36, 'Female', 86.15914646009323, 1.5728336509771395, 0.1040978660380732, 41, 34.82858281124962, 89.66666666666667, 'High Risk'),
(31595, 62, 13, '19:45.8', 37.38687690118511, 95.63919023195312, 139, 70, 28, 'Female', 60.74311038, 1.8929481781585091, 0.12069391600073848, 69, 16.951946646887503, 93, 'High Risk'),
(31596, 72, 16, '18:45.8', 36.74642161956867, 98.64676337, 114, 81, 74, 'Female', 89.21009284168926, 1.584474865112793, 0.07006755, 33, 35.533933300222664, 92, 'High Risk'),
(31597, 81, 17, '17:45.8', 36.63319768863368, 99.08017444402067, 126, 88, 49, 'Female', 78.99287819146213, 1.5477061046072949, 0.079434309, 38, 32.97698502, 100.66666666666667, 'High Risk'),
(31598, 86, 19, '16:45.8', 37.16830928957067, 99.07083601897119, 112, 85, 50, 'Male', 64.21184533069797, 1.954035823627726, 0.14020458731305568, 27, 16.81706133123433, 94, 'High Risk'),
(31599, 66, 12, '15:45.8', 36.62764132162293, 97.26441282844822, 138, 86, 18, 'Female', 61.78036980285634, 1.986159472178675, 0.063045436, 52, 15.66110033469023, 103.33333333333333, 'High Risk'),
(31600, 96, 19, '14:45.8', 36.354953614459426, 95.41199314601865, 112, 80, 50, 'Female', 76.51337257067014, 1.832814862764314, 0.098019986, 32, 22.777190248696918, 90.66666666666667, 'High Risk'),
(31601, 62, 13, '13:45.8', 36.31827829, 95.08685527, 121, 89, 87, 'Female', 73.56143091571408, 1.696540314691652, 0.057746959276531666, 32, 25.557701890768957, 99.66666666666667, 'Low Risk'),
(31602, 97, 16, '12:45.8', 36.04386326791504, 97.77108773853668, 110, 76, 29, 'Male', 95.86651857514926, 1.8862551950754303, 0.088910534, 34, 26.944247449344402, 87.33333333333333, 'High Risk'),
(31603, 60, 12, '11:45.8', 36.05087334954464, 95.39292234965595, 123, 79, 22, 'Female', 51.85629591760906, 1.5460903381271176, 0.082745561, 44, 21.693606571105065, 93.66666666666667, 'Low Risk'),
(31604, 72, 16, '10:45.8', 36.934072887111476, 97.72210004066919, 112, 75, 55, 'Male', 81.20636707799859, 1.5306791287668717, 0.1268010238696447, 37, 34.65945751399122, 87.33333333333333, 'High Risk'),
(31605, 78, 12, '09:45.8', 36.47169346, 98.16169849016683, 113, 75, 41, 'Female', 92.13988532542658, 1.6532564005316004, 0.13751325145924875, 38, 33.71065895580325, 87.66666666666667, 'High Risk'),
(31606, 96, 18, '08:45.8', 36.62310629699313, 99.94670527586578, 137, 74, 39, 'Female', 52.24967926107844, 1.6665967433266997, 0.12712607205345652, 63, 18.81146293325901, 95, 'High Risk'),
(31607, 92, 19, '07:45.8', 36.15571562364504, 96.34511442914123, 136, 72, 50, 'Male', 86.00825987903929, 1.7833318708864472, 0.0916668, 64, 27.04430460279181, 93.33333333333333, 'High Risk'),
(31608, 69, 19, '06:45.8', 37.29115402, 98.47222489220428, 117, 85, 77, 'Female', 97.52991175015111, 1.5695814847183014, 0.08825557, 32, 39.58859576187839, 95.66666666666667, 'High Risk'),
(31609, 95, 18, '05:45.8', 36.676788222798585, 95.44953894024118, 117, 73, 74, 'Female', 71.13799392541452, 1.8456893466535234, 0.076508178, 44, 20.882591984296827, 87.66666666666667, 'High Risk'),
(31610, 91, 15, '04:45.8', 36.44610170075295, 99.31000455807909, 130, 85, 45, 'Male', 78.62357072602036, 1.9905870525547276, 0.12557753932749663, 45, 19.842226998352892, 100, 'High Risk'),
(31611, 86, 17, '03:45.8', 36.25358746332394, 99.52862146523084, 121, 72, 83, 'Female', 81.82455001324189, 1.5305875214043019, 0.1486058545191774, 49, 34.927482928292115, 88.33333333333333, 'High Risk'),
(31612, 70, 19, '02:45.8', 36.12663764972694, 98.54908786313415, 119, 84, 26, 'Female', 87.70997927206056, 1.8067728103720095, 0.065455767, 35, 26.86840683465296, 95.66666666666667, 'Low Risk'),
(31613, 78, 15, '01:45.8', 36.50407749062353, 97.21408663782744, 118, 70, 49, 'Male', 57.96904060056338, 1.6775049838779121, 0.09898506, 48, 20.600059487537692, 86, 'Low Risk'),
(31614, 69, 16, '00:45.8', 36.014133115027356, 96.2613204, 131, 84, 66, 'Female', 66.10126057, 1.918029713, 0.082502875, 47, 17.967972746326954, 99.66666666666667, 'High Risk'),
(31615, 78, 12, '59:45.8', 37.48019757, 98.05606687321101, 127, 80, 85, 'Male', 65.61884686407627, 1.8105848492389072, 0.061272789792848836, 47, 20.01662395, 95.66666666666667, 'Low Risk'),
(31616, 81, 12, '58:45.8', 37.39262491032082, 95.70565927364547, 137, 72, 75, 'Male', 76.97377325324892, 1.5572182979780573, 0.10390717885537101, 65, 31.74269379723396, 93.66666666666666, 'High Risk'),
(31617, 77, 16, '57:45.8', 36.600702499048445, 95.22770830180416, 130, 88, 35, 'Male', 62.16478506, 1.8678702441343535, 0.1312131846593393, 42, 17.817674835433323, 102, 'High Risk'),
(31618, 80, 12, '56:45.8', 36.18169401867957, 97.08450498364176, 110, 70, 46, 'Female', 66.85246843, 1.612243423537468, 0.13971423428843643, 40, 25.719126786088886, 83.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(31619, 73, 15, '55:45.8', 36.61386493833082, 95.06709243253945, 126, 85, 43, 'Male', 51.412293526208614, 1.960764086481567, 0.059519377046161406, 41, 13.372613445680116, 98.66666666666667, 'High Risk'),
(31620, 87, 18, '54:45.8', 36.97025464498187, 98.10741263039144, 132, 78, 72, 'Male', 90.58936817815797, 1.8858219316478486, 0.087208183, 54, 25.47275193763758, 96, 'Low Risk'),
(31621, 99, 13, '53:45.8', 36.491816938787174, 98.84227463645104, 118, 79, 85, 'Male', 98.52497002290244, 1.8724379569511522, 0.13884430756701138, 39, 28.10162530522273, 92, 'High Risk'),
(31622, 91, 12, '52:45.8', 36.90120156036093, 97.96583702901655, 125, 75, 36, 'Male', 70.95734343, 1.7618120114313902, 0.099752799, 50, 22.860104666080325, 91.66666666666666, 'High Risk'),
(31623, 83, 14, '51:45.8', 37.417916836023046, 95.49984254280017, 133, 86, 61, 'Female', 74.12844512265795, 1.8300050227309632, 0.13271141437367112, 47, 22.135040822156697, 101.66666666666667, 'Low Risk'),
(31624, 81, 16, '50:45.8', 37.42774943920792, 96.83227844750517, 117, 77, 32, 'Female', 68.10471093384699, 1.940896058108306, 0.11644935402127261, 40, 18.07892478515217, 90.33333333333333, 'High Risk'),
(31625, 74, 12, '49:45.8', 37.17359665408503, 97.11810439248109, 136, 72, 51, 'Male', 82.02883350685373, 1.7595381343326866, 0.05724945, 64, 26.495319949525292, 93.33333333333333, 'Low Risk'),
(31626, 94, 15, '48:45.8', 37.158387618960596, 96.10514169812139, 117, 74, 59, 'Male', 85.78909438034134, 1.8820906409842326, 0.082171709, 43, 24.218710344835966, 88.33333333333333, 'High Risk'),
(31627, 80, 15, '47:45.8', 36.343991643923786, 98.27585675876726, 133, 89, 83, 'Female', 76.72243529375757, 1.7475261150205164, 0.076640507, 44, 25.123204326344386, 103.66666666666667, 'Low Risk'),
(31628, 90, 13, '46:45.8', 36.529293759276314, 95.58863308066472, 131, 78, 21, 'Female', 70.79360100113945, 1.7013868163406336, 0.088993083, 53, 24.456138055789122, 95.66666666666666, 'Low Risk'),
(31629, 80, 17, '45:45.8', 37.25252681520908, 95.19285528569829, 127, 70, 54, 'Male', 90.39859245232324, 1.8104026272041875, 0.058590272, 57, 27.58108368569095, 89, 'Low Risk'),
(31630, 66, 12, '44:45.8', 37.2843838, 95.99761779704262, 134, 76, 78, 'Female', 51.71997404028598, 1.6740341155902412, 0.097509038, 58, 18.455664620943853, 95.33333333333333, 'High Risk'),
(31631, 95, 16, '43:45.8', 36.97451308755537, 99.63198748, 131, 85, 60, 'Male', 98.18515990950392, 1.7225751230246285, 0.073741725, 46, 33.089447052198906, 100.33333333333333, 'High Risk'),
(31632, 65, 14, '42:45.8', 37.23724422648183, 96.77466571536226, 110, 75, 28, 'Female', 94.0411932, 1.5151466118978705, 0.10886067312024775, 35, 40.96460889413269, 86.66666666666667, 'High Risk'),
(31633, 82, 18, '41:45.8', 36.09574724761617, 97.02862653133177, 110, 72, 52, 'Female', 69.95166397148606, 1.8366009160718881, 0.10414833781852925, 38, 20.738075750601652, 84.66666666666667, 'Low Risk'),
(31634, 80, 15, '40:45.8', 36.170621630863614, 97.67705414151844, 112, 77, 54, 'Male', 67.93323828201463, 1.9437539382043507, 0.1304176594382705, 35, 17.980416382648016, 88.66666666666667, 'High Risk'),
(31635, 79, 14, '39:45.8', 36.244280885356154, 98.03544142780572, 114, 89, 20, 'Female', 75.92078275143236, 1.506803286606342, 0.1371983716770177, 25, 33.438559442964376, 97.33333333333333, 'High Risk'),
(31636, 81, 15, '38:45.8', 36.817223022868276, 99.97328799248253, 114, 88, 46, 'Female', 65.68150963179204, 1.6177757472184198, 0.056445362671833366, 26, 25.09611438996642, 96.66666666666667, 'Low Risk'),
(31637, 97, 18, '37:45.8', 37.22684637007158, 99.09453046432077, 117, 89, 30, 'Female', 78.96906365886866, 1.8760281008883641, 0.14138311845731044, 28, 22.437698595681248, 98.33333333333333, 'High Risk'),
(31638, 80, 13, '36:45.8', 36.319455638777946, 96.11731751372196, 126, 89, 78, 'Female', 82.02803886219145, 1.9685380105879224, 0.079289561, 37, 21.16775101335487, 101.33333333333333, 'Low Risk'),
(31639, 83, 14, '35:45.8', 36.38783102, 99.59889315165081, 121, 72, 71, 'Female', 96.8139222, 1.9576880884638026, 0.12404440986596803, 49, 25.26101625, 88.33333333333333, 'Low Risk'),
(31640, 85, 18, '34:45.8', 37.34422118352493, 95.41534541040863, 115, 70, 24, 'Female', 70.12995519944283, 1.8507533326819008, 0.052747616, 45, 20.474178311120227, 85, 'Low Risk'),
(31641, 85, 17, '33:45.8', 37.26847134002785, 99.25491574671254, 110, 81, 44, 'Female', 76.43590403, 1.730900495114756, 0.098250281, 29, 25.512510835729625, 90.66666666666667, 'Low Risk'),
(31642, 74, 15, '32:45.8', 36.46333048874339, 95.45845008051162, 119, 70, 22, 'Male', 83.21809663302437, 1.8387135972052735, 0.067387447, 49, 24.614419788287467, 86.33333333333333, 'Low Risk'),
(31643, 75, 15, '31:45.8', 36.74074716985005, 95.08980267655724, 117, 82, 76, 'Female', 95.56912730838138, 1.7307822668189528, 0.1058533848092858, 35, 31.903089814113827, 93.66666666666667, 'High Risk'),
(31644, 76, 14, '30:45.8', 36.25741524, 98.78167367573761, 119, 84, 77, 'Male', 61.23345651657972, 1.949038235193784, 0.061388478, 35, 16.11936974941227, 95.66666666666667, 'High Risk'),
(31645, 68, 15, '29:45.8', 36.027692998280855, 96.17443655006558, 113, 78, 51, 'Male', 96.99208508164195, 1.715023415046752, 0.13467500660841436, 35, 32.975864360203985, 89.66666666666667, 'High Risk'),
(31646, 70, 16, '28:45.8', 36.24733009311879, 96.04411524617929, 139, 76, 26, 'Male', 90.62026507869591, 1.6752792579968359, 0.085652278, 63, 32.28872568, 97, 'High Risk'),
(31647, 81, 18, '27:45.8', 37.30563614613478, 96.35507950793131, 134, 74, 87, 'Male', 66.35772809714472, 1.749336743163104, 0.13205506038682982, 60, 21.684263308947894, 94, 'Low Risk'),
(31648, 76, 18, '26:45.8', 36.233722278594726, 97.75804054410578, 123, 70, 63, 'Male', 59.21815606616792, 1.6365873374091582, 0.12036020621257373, 53, 22.10937709069901, 87.66666666666666, 'Low Risk'),
(31649, 90, 16, '25:45.8', 36.34590469347459, 95.91546697186244, 119, 85, 73, 'Male', 59.83930823, 1.7504874430941852, 0.095035004, 34, 19.52848555260692, 96.33333333333333, 'Low Risk'),
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(31826, 62, 15, '28:45.8', 36.36831289, 95.73289190485109, 111, 73, 32, 'Male', 71.60921466, 1.8067376634162662, 0.1401937758773527, 38, 21.937074738629946, 85.66666666666667, 'Low Risk'),
(31827, 73, 19, '27:45.8', 36.63822452113406, 96.48958424103797, 133, 80, 67, 'Female', 57.951916178448265, 1.838939950365685, 0.0540371, 53, 17.136917456093034, 97.66666666666666, 'High Risk'),
(31828, 63, 17, '26:45.8', 36.382156487519204, 95.63836337666048, 119, 82, 56, 'Male', 66.48279826453827, 1.8510045140263118, 0.1462135603503773, 37, 19.40413711952536, 94.33333333333333, 'Low Risk'),
(31829, 71, 19, '25:45.8', 37.332645732163684, 98.00682822214696, 121, 73, 46, 'Male', 81.02952332897618, 1.6981212621761401, 0.1410007514232572, 48, 28.09997183, 89, 'Low Risk'),
(31830, 61, 15, '24:45.8', 36.47966378263747, 99.33821405, 136, 73, 42, 'Male', 69.10298680270962, 1.6965727099192411, 0.11339202808620989, 63, 24.00777240156456, 94, 'Low Risk'),
(31831, 92, 16, '23:45.8', 37.42760610203221, 98.04787002703216, 125, 80, 70, 'Female', 90.68826857625275, 1.6318326678976631, 0.056507305475627226, 45, 34.05648831068261, 95, 'High Risk'),
(31832, 63, 14, '22:45.8', 37.26972409827432, 99.69390871, 112, 78, 39, 'Female', 62.69388514741646, 1.5513542452974485, 0.092243852, 34, 26.049730042478085, 89.33333333333333, 'Low Risk'),
(31833, 68, 14, '21:45.8', 37.465106678073106, 97.19942722, 137, 87, 47, 'Female', 65.4556805, 1.8313911954308473, 0.098848975, 50, 19.51574336269644, 103.66666666666666, 'Low Risk'),
(31834, 68, 19, '20:45.8', 36.580708404068375, 95.31695425121869, 115, 75, 64, 'Male', 75.11217045961301, 1.9825653016953224, 0.14939068507012115, 40, 19.109763381628852, 88.33333333333333, 'Low Risk'),
(31835, 97, 12, '19:45.8', 36.318081420864594, 97.81085755770398, 124, 88, 60, 'Female', 84.58103874080567, 1.9444679666795066, 0.054760575, 36, 22.370280438593642, 100, 'High Risk'),
(31836, 61, 14, '18:45.8', 37.32811061866658, 98.05078323828631, 121, 76, 20, 'Female', 71.96415175, 1.845144852583869, 0.06992092, 45, 21.137580698668074, 91, 'Low Risk'),
(31837, 82, 12, '17:45.8', 36.995456284401094, 98.56656357773205, 111, 72, 40, 'Female', 80.76263830176191, 1.594811365468051, 0.13557683512431734, 39, 31.753518407264092, 85, 'High Risk'),
(31838, 65, 15, '16:45.8', 36.31695877623132, 95.09421256339125, 135, 82, 19, 'Male', 82.48106633227503, 1.542096430742815, 0.050824394604352965, 53, 34.68416176, 99.66666666666666, 'High Risk'),
(31839, 96, 14, '15:45.8', 36.811092115432245, 97.61222949162652, 111, 84, 24, 'Female', 54.218837272892124, 1.5706334678275158, 0.08374786, 27, 21.978624290616334, 93, 'High Risk'),
(31840, 96, 13, '14:45.8', 37.01692889457253, 99.93803997160677, 136, 87, 60, 'Female', 58.29597337676166, 1.6812444594506264, 0.1364031949570501, 49, 20.624186436509106, 103.33333333333333, 'High Risk'),
(31841, 73, 12, '13:45.8', 36.684430495206165, 96.74233897, 127, 86, 80, 'Male', 79.69106456648109, 1.657485658983451, 0.1448211861423963, 41, 29.007484545983925, 99.66666666666667, 'Low Risk'),
(31842, 97, 19, '12:45.8', 36.13560951483907, 98.81762881546089, 128, 75, 76, 'Male', 73.69134491933649, 1.5583744680738862, 0.12412430721067465, 53, 30.344000320743415, 92.66666666666666, 'High Risk'),
(31843, 68, 17, '11:45.8', 36.97751770458765, 95.68508767223886, 137, 77, 50, 'Male', 56.11633069166825, 1.891448456622477, 0.12686952649713634, 60, 15.685567787847551, 97, 'High Risk'),
(31844, 85, 12, '10:45.8', 37.11090753610074, 96.35894590345458, 131, 74, 36, 'Female', 80.38677994699017, 1.501215377080594, 0.069270635, 57, 35.66963159988432, 93, 'High Risk'),
(31845, 84, 16, '09:45.8', 36.82606928681111, 95.36661220370992, 122, 74, 67, 'Female', 68.83810292214773, 1.7139400005464316, 0.053171772866587697, 48, 23.43352724347677, 90, 'Low Risk'),
(31846, 65, 18, '08:45.8', 36.14207794, 97.29421327960888, 129, 74, 65, 'Female', 91.39208404595729, 1.9507888257593242, 0.12495366462290977, 55, 24.015302546847725, 92.33333333333333, 'Low Risk'),
(31847, 65, 12, '07:45.8', 37.02854322318339, 96.19005224, 113, 75, 71, 'Female', 53.16390498033929, 1.7406278114792457, 0.1493204150693162, 38, 17.547087286817472, 87.66666666666667, 'High Risk'),
(31848, 96, 16, '06:45.8', 37.09079668369211, 98.36918211719268, 125, 88, 32, 'Male', 92.13203311, 1.679966361017676, 0.051245567, 37, 32.64445960025246, 100.33333333333333, 'High Risk'),
(31849, 97, 17, '05:45.8', 36.08993758649631, 95.15121935629992, 121, 80, 35, 'Female', 82.81432736811706, 1.6728068982104736, 0.14246488575928892, 41, 29.59469423719815, 93.66666666666667, 'High Risk'),
(31850, 64, 13, '04:45.8', 37.440093556838214, 95.58080859438685, 110, 85, 73, 'Male', 59.83191765649279, 1.764397478783395, 0.086299897, 25, 19.219410617741158, 93.33333333333333, 'Low Risk'),
(31851, 75, 12, '03:45.8', 36.15097834456063, 96.98100598379722, 110, 76, 77, 'Female', 52.757003462654275, 1.9169783059445216, 0.090118874, 34, 14.35640574451921, 87.33333333333333, 'High Risk'),
(31852, 67, 17, '02:45.8', 37.02274291503397, 95.74026524085619, 124, 78, 76, 'Female', 79.21721841256556, 1.5929892805832608, 0.1420475152068736, 46, 31.217195341263068, 93.33333333333333, 'High Risk'),
(31853, 83, 16, '01:45.8', 36.481694418719954, 97.88634908814487, 117, 78, 27, 'Male', 51.095622552849925, 1.8594675868782873, 0.1453456244977448, 39, 14.777687220651856, 91, 'High Risk'),
(31854, 94, 17, '00:45.8', 37.44254903073207, 98.55992830847704, 113, 86, 47, 'Female', 90.62646087, 1.960707715255038, 0.053130262, 27, 23.573784265852858, 95, 'High Risk'),
(31855, 69, 19, '59:45.8', 36.11903294667409, 98.16094627, 130, 73, 24, 'Female', 91.71901192112094, 1.790224053805791, 0.14768403229779847, 57, 28.618350034210934, 92, 'Low Risk'),
(31856, 69, 18, '58:45.8', 37.135396241485516, 96.64129307077611, 117, 75, 54, 'Female', 76.29722818221894, 1.8643735276029618, 0.072960252, 42, 21.950423576673675, 89, 'Low Risk'),
(31857, 95, 19, '57:45.8', 37.34927343712774, 99.47534351, 137, 73, 30, 'Female', 87.60673715831132, 1.8773530751973397, 0.062166326, 64, 24.856821231302945, 94.33333333333333, 'High Risk'),
(31858, 91, 14, '56:45.8', 37.12374744813098, 95.57026668540247, 113, 84, 82, 'Male', 65.97624201, 1.8365344981460072, 0.059581553, 29, 19.56092524, 93.66666666666667, 'High Risk'),
(31859, 68, 15, '55:45.8', 36.44928175457885, 97.73842717661614, 118, 87, 56, 'Female', 74.14500525, 1.6828449319638716, 0.10641201280846993, 31, 26.181450399442866, 97.33333333333333, 'Low Risk'),
(31860, 67, 17, '54:45.8', 36.88674159604012, 95.95912659664472, 115, 80, 42, 'Male', 71.96198284, 1.9147046261989775, 0.1388314459336895, 35, 19.629062063090988, 91.66666666666667, 'Low Risk'),
(31861, 65, 15, '53:45.8', 36.38862798728853, 98.44985185023843, 128, 75, 64, 'Female', 61.542011199950366, 1.7926516324771415, 0.083509195, 53, 19.15048966444538, 92.66666666666666, 'Low Risk'),
(31862, 91, 19, '52:45.8', 36.459802799924624, 99.35773175, 114, 87, 55, 'Female', 97.7595337, 1.7089217004441484, 0.11810706476577784, 27, 33.47455344210121, 96, 'High Risk'),
(31863, 75, 17, '51:45.8', 37.16260857, 96.60847563881698, 120, 71, 75, 'Male', 96.95664216772309, 1.5237735052830823, 0.12246190853672853, 49, 41.75771544641331, 87.33333333333333, 'High Risk'),
(31864, 84, 15, '50:45.8', 36.41481969, 96.10224448805079, 111, 88, 31, 'Female', 80.63920835553162, 1.9424096656095502, 0.13536614226728494, 23, 21.372956144493312, 95.66666666666667, 'Low Risk'),
(31865, 82, 17, '49:45.8', 36.594186012824125, 97.41932351, 115, 85, 19, 'Male', 73.81654827267319, 1.6821700741280798, 0.054950689779363626, 30, 26.08638671553589, 95, 'Low Risk'),
(31866, 66, 17, '48:45.8', 36.294399897711735, 95.4828156, 110, 89, 68, 'Female', 73.87830302916402, 1.9683721579396052, 0.082660366, 21, 19.067883259322084, 96, 'Low Risk'),
(31867, 98, 19, '47:45.8', 37.47076680401215, 98.28718832549393, 117, 85, 58, 'Male', 62.54925188, 1.957308950049508, 0.1013419858237527, 32, 16.32688582516413, 95.66666666666667, 'High Risk'),
(31868, 73, 17, '46:45.8', 36.94632546, 98.53211653469928, 137, 70, 87, 'Female', 65.08245447, 1.7638760372167142, 0.1368654693520151, 67, 20.91836818239863, 92.33333333333333, 'Low Risk'),
(31869, 78, 13, '45:45.8', 36.26980028314861, 96.27968941028718, 118, 73, 35, 'Female', 54.22377656730089, 1.6693888021320729, 0.09934922, 45, 19.45695031531476, 88, 'Low Risk'),
(31870, 64, 18, '44:45.8', 36.98560412849739, 99.72532307256463, 114, 81, 80, 'Male', 73.26460932336462, 1.8263048353872282, 0.067139539, 33, 21.96583415, 92, 'Low Risk'),
(31871, 64, 19, '43:45.8', 36.95804031976938, 96.62309139193668, 113, 80, 26, 'Male', 62.20174632, 1.5270220521854982, 0.052629447, 33, 26.675462622033294, 91, 'Low Risk'),
(31872, 66, 15, '42:45.8', 36.13042745792629, 96.13271690160815, 118, 83, 53, 'Female', 69.63153854115535, 1.9347593506512513, 0.082296712, 35, 18.601676300562907, 94.66666666666667, 'Low Risk'),
(31873, 72, 19, '41:45.8', 36.69126172, 98.70446590257656, 122, 71, 26, 'Female', 62.95578237710779, 1.906637605783775, 0.076816779, 51, 17.31806304007007, 88, 'High Risk'),
(31874, 64, 19, '40:45.8', 37.170822375789896, 98.52739483, 138, 73, 85, 'Female', 95.64623093635889, 1.6880890337967955, 0.12843894159661695, 65, 33.564266717828446, 94.66666666666666, 'High Risk'),
(31875, 85, 16, '39:45.8', 37.228111033804936, 99.81753179434797, 122, 88, 18, 'Female', 78.18999722165464, 1.5358161518136844, 0.066524497, 34, 33.14917591805402, 99.33333333333333, 'High Risk'),
(31876, 60, 15, '38:45.8', 36.34348457190708, 98.03475484809084, 136, 81, 50, 'Female', 60.134249325263234, 1.8684797651956506, 0.1254889603152687, 55, 17.224439399661954, 99.33333333333333, 'High Risk'),
(31877, 81, 16, '37:45.8', 36.13964504806262, 98.49936998472702, 116, 72, 49, 'Male', 50.65802087784921, 1.7650394913403034, 0.14110485132242018, 44, 16.26070478, 86.66666666666667, 'High Risk'),
(31878, 64, 13, '36:45.8', 36.0120874, 99.87446288418357, 131, 77, 21, 'Female', 81.90746086858734, 1.891907041083607, 0.11149199771985294, 54, 22.883575139467716, 95, 'Low Risk'),
(31879, 96, 15, '35:45.8', 36.42338263224166, 97.33927465503284, 113, 71, 56, 'Female', 62.17725986697921, 1.6510331473542543, 0.08512392, 42, 22.809722081456755, 85, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(31880, 96, 13, '34:45.8', 36.94534981990688, 95.89584365, 132, 71, 64, 'Male', 72.64318755675512, 1.9003912570126653, 0.056431911, 61, 20.114481644318854, 91.33333333333333, 'High Risk'),
(31881, 86, 17, '33:45.8', 37.40617654499859, 99.97661994, 136, 72, 82, 'Male', 80.37690473367378, 1.5891601887188644, 0.10304168094552785, 64, 31.827016143318396, 93.33333333333333, 'High Risk'),
(31882, 89, 12, '32:45.8', 37.10126769565978, 98.90034608577281, 111, 87, 73, 'Female', 63.787738134581986, 1.5638407212346839, 0.12545900118024916, 24, 26.08267724900623, 95, 'Low Risk'),
(31883, 90, 13, '31:45.8', 36.965850429623586, 99.65784426689726, 122, 86, 49, 'Male', 66.77720101734018, 1.5950156603737968, 0.081430183, 36, 26.248126391820506, 98, 'Low Risk'),
(31884, 75, 16, '30:45.8', 37.03579004615856, 96.09675624437263, 115, 82, 32, 'Male', 69.48237829247529, 1.8307078985301075, 0.075537013, 33, 20.731778721120076, 93, 'Low Risk'),
(31885, 63, 15, '29:45.8', 36.14727509661983, 96.41296025603326, 116, 81, 23, 'Female', 60.90167375519381, 1.9766408296977607, 0.10793540535059369, 35, 15.587400870723195, 92.66666666666667, 'High Risk'),
(31886, 80, 14, '28:45.8', 37.14127345343166, 98.79005669445891, 126, 77, 53, 'Female', 80.0849873, 1.723576037700607, 0.066095649, 49, 26.958158091643515, 93.33333333333333, 'Low Risk'),
(31887, 78, 14, '27:45.8', 37.38179509223817, 95.26364313585756, 129, 86, 70, 'Female', 99.89749964179191, 1.899539058215633, 0.10611546622045447, 43, 27.685869180173835, 100.33333333333333, 'Low Risk'),
(31888, 99, 12, '26:45.8', 37.43038754517125, 96.24774306067066, 135, 75, 60, 'Female', 51.736433106303245, 1.988472452935644, 0.13382606894872087, 60, 13.084505852114487, 95, 'High Risk'),
(31889, 73, 15, '25:45.8', 36.75094885662647, 95.49862209765077, 121, 76, 65, 'Female', 53.765572847626544, 1.5481879475241094, 0.12865659868203777, 45, 22.431427536759806, 91, 'Low Risk'),
(31890, 83, 12, '24:45.8', 36.84356021005445, 95.39813663, 128, 71, 61, 'Female', 83.79183587053643, 1.5763622758924014, 0.10145076179107199, 57, 33.720161000228366, 90, 'High Risk'),
(31891, 88, 17, '23:45.8', 37.41011609, 97.16519909769787, 133, 82, 40, 'Female', 83.00221006369335, 1.767834810102397, 0.051565362, 51, 26.55866823017545, 99, 'Low Risk'),
(31892, 87, 17, '22:45.8', 36.56933514, 97.95047852596801, 112, 76, 61, 'Male', 93.63985064483865, 1.8320101740086858, 0.053025650972170525, 36, 27.900047969390663, 88, 'Low Risk'),
(31893, 76, 16, '21:45.8', 37.480151100325855, 98.41691512986053, 131, 86, 40, 'Male', 58.00976026266034, 1.5281117387720897, 0.083689022, 45, 24.84224535518652, 101, 'Low Risk'),
(31894, 65, 13, '20:45.8', 36.40536342819476, 96.66456277847253, 111, 85, 24, 'Female', 91.65736263519253, 1.8177814145767814, 0.1212054360659017, 26, 27.73856813683698, 93.66666666666667, 'Low Risk'),
(31895, 62, 14, '19:45.8', 36.1556322, 97.34948484283613, 131, 78, 58, 'Male', 54.656746053074286, 1.5444537542300134, 0.11322222299865244, 53, 22.913633130899996, 95.66666666666666, 'Low Risk'),
(31896, 72, 12, '18:45.8', 37.35304565657041, 97.88780230543026, 123, 84, 22, 'Male', 59.17586935901552, 1.9643001155078026, 0.052047756316349975, 39, 15.336595473905644, 97, 'High Risk'),
(31897, 64, 19, '17:45.8', 36.82291449700876, 99.00787147341806, 111, 76, 28, 'Female', 71.56103028549491, 1.5825777112461807, 0.11770998218020354, 35, 28.572385090963746, 87.66666666666667, 'Low Risk'),
(31898, 81, 18, '16:45.8', 37.16567274131622, 99.12620253118044, 137, 81, 59, 'Female', 92.08063313566319, 1.580982037983695, 0.069332028, 56, 36.83955921041125, 99.66666666666666, 'High Risk'),
(31899, 61, 14, '15:45.8', 36.12220301278371, 97.28577128933098, 129, 73, 56, 'Female', 87.83555876488232, 1.761761724851675, 0.131796917, 56, 28.299321783310184, 91.66666666666666, 'Low Risk'),
(31900, 87, 15, '14:45.8', 37.08990632573131, 99.10101507818057, 131, 72, 43, 'Male', 58.98178177902511, 1.873446177747359, 0.085831306, 59, 16.80488119459729, 91.66666666666666, 'High Risk'),
(31901, 90, 18, '13:45.8', 37.48000104018518, 99.34938102855905, 130, 73, 43, 'Female', 75.13570942095616, 1.7131022924764516, 0.075139716, 57, 25.602348139283787, 92, 'Low Risk'),
(31902, 97, 18, '12:45.8', 36.336734288920894, 96.82565684631794, 117, 71, 40, 'Female', 60.88936518581119, 1.506227239378568, 0.127867314, 46, 26.838636701095815, 86.33333333333333, 'High Risk'),
(31903, 63, 14, '11:45.8', 36.52975659352617, 99.31451122884982, 134, 73, 34, 'Female', 85.58922051, 1.6269267379841899, 0.080357323, 61, 32.335760367820534, 93.33333333333333, 'High Risk'),
(31904, 60, 19, '10:45.8', 37.260680242666915, 99.50288978760229, 133, 70, 48, 'Male', 68.53065816298334, 1.5041461105400507, 0.10035126870800462, 63, 30.29038913740167, 91, 'High Risk'),
(31905, 99, 15, '09:45.8', 36.92488331555634, 98.23367976962028, 123, 73, 76, 'Female', 82.90959136057259, 1.8657021444637976, 0.12906879414205846, 50, 23.818815104936075, 89.66666666666666, 'High Risk'),
(31906, 68, 12, '08:45.8', 37.018456685090605, 95.10338785331676, 124, 77, 67, 'Male', 91.49596380029794, 1.825452608846464, 0.11325681327842596, 47, 27.45748854716587, 92.66666666666667, 'Low Risk'),
(31907, 90, 19, '07:45.8', 36.88770198106646, 97.56364159203048, 113, 85, 85, 'Male', 53.617862935454056, 1.5345368460928481, 0.095380709, 28, 22.769571541899115, 94.33333333333333, 'Low Risk'),
(31908, 95, 16, '06:45.8', 37.27079514, 95.49139708954111, 111, 80, 30, 'Female', 58.17585857726545, 1.8254487414402552, 0.078010417, 31, 17.458362889812413, 90.33333333333333, 'High Risk'),
(31909, 72, 14, '05:45.8', 37.40514283004279, 97.00533917, 120, 77, 77, 'Male', 62.63912452, 1.9677078770554612, 0.090639013, 43, 16.177985088052917, 91.33333333333333, 'High Risk'),
(31910, 64, 12, '04:45.8', 37.14960617834175, 99.75355334, 120, 89, 70, 'Female', 66.12995246546572, 1.8797269677231605, 0.055240915, 31, 18.715811664777856, 99.33333333333333, 'Low Risk'),
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(32090, 95, 18, '04:45.8', 36.66902121826812, 96.14620833702118, 126, 70, 87, 'Male', 67.98807072980176, 1.5874242391093083, 0.064401718, 56, 26.98029554221909, 88.66666666666666, 'High Risk'),
(32091, 90, 15, '03:45.8', 37.02735605085681, 97.82415904386083, 118, 86, 79, 'Male', 85.54437656789558, 1.7873144251104156, 0.1432618472051631, 32, 26.778703372341813, 96.66666666666667, 'Low Risk'),
(32092, 94, 19, '02:45.8', 36.09303219, 98.02478952490526, 110, 73, 44, 'Male', 98.6482592, 1.656757910424949, 0.050974838, 37, 35.93944119072198, 85.33333333333333, 'High Risk'),
(32093, 66, 16, '01:45.8', 36.464486414660215, 97.14295372013012, 139, 74, 75, 'Male', 71.25545574068528, 1.6950141438842483, 0.10617011141517102, 65, 24.801130020415886, 95.66666666666666, 'Low Risk'),
(32094, 85, 17, '00:45.8', 36.36361545122845, 95.114789, 121, 85, 41, 'Female', 69.75738391, 1.687412470668927, 0.11788867243446295, 36, 24.498961556530357, 97, 'Low Risk'),
(32095, 97, 16, '59:45.8', 36.72043755212847, 99.83367908, 114, 80, 28, 'Female', 53.66703204000536, 1.9447850308594614, 0.14372106215525304, 34, 14.189411118068978, 91.33333333333333, 'High Risk'),
(32096, 96, 15, '58:45.8', 36.72083951, 96.80010563276856, 122, 74, 76, 'Male', 75.38905958509625, 1.8940713448627282, 0.10601098480571242, 48, 21.014335344204316, 90, 'High Risk'),
(32097, 79, 14, '57:45.8', 36.90365495337548, 95.54542174908526, 125, 70, 66, 'Male', 88.48377885175336, 1.7102377807554179, 0.081973995, 55, 30.251761602107887, 88.33333333333333, 'High Risk'),
(32098, 62, 15, '56:45.8', 36.42473370912178, 97.14749416468543, 114, 72, 57, 'Female', 67.83623593254731, 1.9637115032428578, 0.067289139, 42, 17.591641809540018, 86, 'High Risk'),
(32099, 67, 16, '55:45.8', 36.08450793, 98.72626967295373, 116, 83, 32, 'Male', 85.84250616871093, 1.824332308472536, 0.12267775747007244, 33, 25.792562373480123, 94, 'Low Risk'),
(32100, 70, 14, '54:45.8', 36.97099264134981, 99.12606201, 131, 73, 24, 'Male', 51.76420341952083, 1.7195241937792383, 0.05165005, 58, 17.507049259262622, 92.33333333333333, 'High Risk'),
(32101, 78, 16, '53:45.8', 36.979004110736696, 98.43182469, 135, 79, 82, 'Male', 71.95881288137605, 1.9270472896753956, 0.12415028991582056, 56, 19.377566919342584, 97.66666666666666, 'Low Risk'),
(32102, 83, 15, '52:45.8', 36.345083629770414, 98.14268354617847, 128, 80, 20, 'Male', 50.03901167411128, 1.7769176176667778, 0.14393242552262436, 48, 15.847988110592516, 96, 'High Risk'),
(32103, 81, 15, '51:45.8', 36.45874486662859, 99.35519292932109, 118, 75, 47, 'Female', 71.55276783996018, 1.669232522836627, 0.14530538534580223, 43, 25.679866545647457, 89.33333333333333, 'Low Risk'),
(32104, 72, 14, '50:45.8', 36.36968813888741, 96.25986590942647, 115, 87, 69, 'Male', 71.94972870969382, 1.698812382545142, 0.060057511, 28, 24.93092114063198, 96.33333333333333, 'Low Risk'),
(32105, 87, 16, '49:45.8', 36.80255884985998, 95.44293049672177, 123, 82, 61, 'Male', 99.63529693, 1.9030824118925844, 0.12113786203141481, 41, 27.510471151398228, 95.66666666666667, 'Low Risk'),
(32106, 98, 15, '48:45.8', 37.20000246589055, 95.27850642312991, 111, 88, 65, 'Male', 72.86889477007925, 1.7049737099242288, 0.14579116623387373, 23, 25.06725673539883, 95.66666666666667, 'High Risk'),
(32107, 79, 19, '47:45.8', 37.302498227606236, 98.71024223414769, 118, 72, 82, 'Male', 70.63917517269456, 1.792321425391572, 0.14866322615879257, 46, 21.989422649955028, 87.33333333333333, 'Low Risk'),
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(32109, 77, 12, '45:45.8', 37.41305271587824, 96.0923542, 135, 72, 53, 'Female', 54.28358296806913, 1.8567751501301553, 0.1430688629220676, 63, 15.745261397346752, 93, 'High Risk'),
(32110, 92, 15, '44:45.8', 36.60819904510505, 95.34616702099869, 113, 80, 79, 'Male', 63.71310269862628, 1.6138067593056473, 0.067109761, 33, 24.463900098202945, 91, 'High Risk'),
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(32112, 65, 15, '42:45.8', 36.16853285096811, 97.57357926, 139, 70, 25, 'Female', 89.87582245, 1.9982355480042153, 0.071999838, 69, 22.50865353201537, 93, 'Low Risk'),
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(32115, 61, 13, '39:45.8', 36.71354669917432, 95.87573052243934, 125, 72, 85, 'Female', 53.86282410098699, 1.8573750731682064, 0.10609590362108207, 53, 15.613127083791039, 89.66666666666666, 'High Risk'),
(32116, 92, 12, '38:45.8', 36.37584967542973, 97.45325196849181, 128, 73, 43, 'Female', 62.76994579996756, 1.916161782083684, 0.10753074830183594, 55, 17.095720380921744, 91.33333333333333, 'High Risk'),
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(32121, 93, 12, '33:45.8', 37.43358906765178, 96.54645053840181, 114, 78, 21, 'Male', 57.535069787855626, 1.977982028192972, 0.12085925746187576, 36, 14.705776512283231, 90, 'High Risk'),
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(32129, 94, 15, '25:45.8', 36.05042992483492, 95.73971482544617, 138, 75, 52, 'Female', 79.94559729347785, 1.5759366627331213, 0.089321892, 63, 32.18970772223586, 96, 'High Risk'),
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(32132, 62, 18, '22:45.8', 37.13771272287199, 97.80449731739604, 126, 86, 79, 'Male', 55.91121294443231, 1.6245749459208652, 0.12750803290503807, 40, 21.184558205484432, 99.33333333333333, 'Low Risk'),
(32133, 82, 19, '21:45.8', 37.091448303709264, 99.49883845904287, 121, 81, 28, 'Male', 62.86982588, 1.9872316147801532, 0.070320234, 40, 15.92008133076701, 94.33333333333333, 'High Risk'),
(32134, 90, 14, '20:45.8', 36.45908561596994, 97.50669197115566, 139, 81, 68, 'Male', 70.34824304826226, 1.8937211885477598, 0.098210379, 58, 19.616484455922226, 100.33333333333333, 'Low Risk'),
(32135, 84, 17, '19:45.8', 37.36992614709419, 98.95359184510218, 129, 74, 22, 'Female', 82.36888657211499, 1.7846562540946052, 0.066163632, 55, 25.86151953228338, 92.33333333333333, 'Low Risk'),
(32136, 76, 18, '18:45.8', 37.179589266121525, 98.48560269421043, 118, 72, 42, 'Female', 94.27125017196678, 1.9679503492135457, 0.070887982, 46, 24.341704854318404, 87.33333333333333, 'Low Risk'),
(32137, 78, 17, '17:45.8', 36.62784582050897, 99.58975851364903, 121, 79, 29, 'Male', 56.29183317862036, 1.9304619570852501, 0.051008321, 42, 15.105075377668912, 93, 'High Risk'),
(32138, 74, 14, '16:45.8', 36.111372434145636, 96.43904619, 123, 89, 58, 'Male', 76.14062974316958, 1.6535609649691643, 0.10369897389812141, 34, 27.84684781942087, 100.33333333333333, 'Low Risk'),
(32139, 95, 19, '15:45.8', 36.23070785, 97.53685976410566, 117, 72, 46, 'Male', 77.67155172440675, 1.7392307379481202, 0.11337025641888078, 45, 25.67719487395482, 87, 'High Risk'),
(32140, 94, 15, '14:45.8', 36.39470385698918, 95.3350929, 132, 73, 81, 'Female', 74.61427116545708, 1.9786253433674434, 0.13795444987529537, 59, 19.05876548660223, 92.66666666666666, 'High Risk'),
(32141, 62, 12, '13:45.8', 37.43444152014703, 95.79491034911418, 121, 80, 66, 'Female', 74.58746244, 1.716507606844642, 0.13855629710041895, 41, 25.314792236437235, 93.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(32143, 67, 17, '11:45.8', 36.30357714993711, 96.19395971169618, 125, 89, 37, 'Male', 64.58515225620049, 1.8893921708157377, 0.10315273916812012, 36, 18.092078561306824, 101, 'High Risk'),
(32144, 61, 19, '10:45.8', 37.30451847492317, 99.36576895629028, 113, 88, 20, 'Female', 54.44421526230977, 1.7449852262880414, 0.081243171, 25, 17.880029608061836, 96.33333333333333, 'High Risk'),
(32145, 79, 18, '09:45.8', 37.36759023687776, 95.29078662726943, 138, 82, 43, 'Male', 88.81959069496159, 1.850302417809626, 0.11060323950878084, 56, 25.943187523473792, 100.66666666666666, 'Low Risk'),
(32146, 63, 19, '08:45.8', 37.464271372789064, 95.82706996013557, 116, 77, 25, 'Male', 99.00257783333313, 1.9529355489104159, 0.070992029, 39, 25.95796731086302, 90, 'Low Risk'),
(32147, 83, 17, '07:45.8', 36.46999085799976, 97.03124121968006, 126, 86, 63, 'Female', 68.67587762815414, 1.8248915900555038, 0.12544070456156436, 40, 20.621966574324283, 99.33333333333333, 'Low Risk'),
(32148, 63, 19, '06:45.8', 37.062199756773545, 97.52228772062102, 136, 83, 38, 'Male', 54.88241739807887, 1.5793600458923824, 0.1431250903509187, 53, 22.00244469657561, 100.66666666666666, 'Low Risk'),
(32149, 86, 13, '05:45.8', 36.918806934749966, 99.78879975854055, 122, 86, 89, 'Female', 60.72458772211745, 1.7555709383857938, 0.11445774989525645, 36, 19.702793654128563, 98, 'Low Risk'),
(32150, 95, 14, '04:45.8', 36.78998184112482, 98.5013171, 125, 77, 49, 'Male', 95.71422740356473, 1.606662404483999, 0.075254462, 48, 37.078933603997065, 93, 'High Risk'),
(32151, 70, 13, '03:45.8', 37.123897123682106, 99.86358608, 129, 79, 26, 'Female', 83.16359067855807, 1.8095161125093424, 0.12941343932774516, 50, 25.39851488572577, 95.66666666666666, 'Low Risk'),
(32152, 63, 14, '02:45.8', 36.75223868871904, 96.76241757, 116, 81, 86, 'Female', 78.39991920958992, 1.5461939521035095, 0.1049636265939246, 35, 32.79349275161822, 92.66666666666667, 'High Risk'),
(32153, 82, 15, '01:45.8', 36.03289511124164, 95.35669341135116, 112, 76, 19, 'Female', 65.33160711607574, 1.819374361776403, 0.12524463906994227, 36, 19.73691182117884, 88, 'Low Risk'),
(32154, 82, 18, '00:45.8', 36.91538280569193, 96.10995561500584, 129, 83, 69, 'Male', 83.73283488103607, 1.8700809982396878, 0.13492307323363278, 46, 23.94280123806119, 98.33333333333333, 'Low Risk'),
(32155, 61, 14, '59:45.8', 36.035312398885125, 96.89410994941682, 121, 78, 50, 'Female', 78.55405863197413, 1.897533799487819, 0.13281704509897974, 43, 21.81672652175751, 92.33333333333333, 'Low Risk'),
(32156, 73, 12, '58:45.8', 37.33039901018958, 95.20052134, 133, 82, 23, 'Female', 55.61396002229494, 1.864499779576965, 0.066948885, 51, 15.997758912291106, 99, 'High Risk'),
(32157, 76, 16, '57:45.8', 36.450626118819585, 95.65609283, 120, 82, 65, 'Male', 79.86332663, 1.5084076969780047, 0.14663870012254682, 38, 35.100226320203674, 94.66666666666667, 'High Risk'),
(32158, 73, 18, '56:45.8', 37.16773419162602, 96.73565214080605, 135, 87, 29, 'Female', 91.82231896, 1.5445979874625024, 0.09560047, 48, 38.48728956251558, 103, 'High Risk'),
(32159, 76, 14, '55:45.8', 36.27831315064536, 99.37142174, 111, 75, 32, 'Male', 72.67370123004703, 1.5861174134462122, 0.090179991, 36, 28.887277464696435, 87, 'Low Risk'),
(32160, 94, 17, '54:45.8', 37.28055907788083, 98.29846471880688, 121, 73, 87, 'Female', 61.25247312, 1.8405210358058608, 0.13199762911750973, 48, 18.08181649452179, 89, 'High Risk'),
(32161, 88, 14, '53:45.8', 37.486410234800815, 95.68847285002798, 120, 87, 37, 'Male', 56.66523019078557, 1.7832001492590752, 0.07274066, 33, 17.82036001858232, 98, 'High Risk'),
(32162, 85, 19, '52:45.8', 36.951742483365706, 95.77301841716803, 116, 78, 29, 'Male', 86.97622525171354, 1.5957554984471587, 0.076788614, 38, 34.156066967488464, 90.66666666666667, 'High Risk'),
(32163, 77, 14, '51:45.8', 36.86070970363634, 95.96445339, 124, 76, 71, 'Female', 83.37716401947625, 1.8947729320982867, 0.089767957, 48, 23.223772852358373, 92, 'Low Risk'),
(32164, 79, 16, '50:45.8', 37.05928549891518, 97.86912284063195, 122, 87, 87, 'Female', 94.78235503301399, 1.9593682386517777, 0.094308527, 35, 24.68853770658704, 98.66666666666667, 'Low Risk'),
(32165, 73, 17, '49:45.8', 37.464949679727724, 98.24620719296803, 122, 88, 66, 'Male', 52.87047737878504, 1.7787374845581732, 0.089668596, 34, 16.71050278264743, 99.33333333333333, 'High Risk'),
(32166, 73, 15, '48:45.8', 36.99117951327254, 97.95935494143404, 134, 88, 86, 'Male', 57.89866924, 1.696345185607925, 0.058664645, 46, 20.12056263186326, 103.33333333333333, 'Low Risk'),
(32167, 92, 12, '47:45.8', 36.094338908796416, 95.3934532, 113, 88, 43, 'Male', 82.54485944829435, 1.666246943324282, 0.11548928850528738, 25, 29.731122130971706, 96.33333333333333, 'High Risk'),
(32168, 66, 16, '46:45.8', 36.098888265091375, 97.59660196328625, 117, 79, 55, 'Female', 73.55543904514465, 1.5891816520243705, 0.12148544556365476, 38, 29.12511894046978, 91.66666666666667, 'Low Risk'),
(32169, 79, 18, '45:45.8', 37.329588001771036, 99.69406388564269, 122, 79, 21, 'Male', 63.945179571833286, 1.7864154116239677, 0.09468374, 43, 20.03747058021329, 93.33333333333333, 'Low Risk'),
(32170, 82, 17, '44:45.8', 36.90598957557762, 95.26116619476048, 117, 71, 81, 'Female', 68.89495905429591, 1.5139540029274499, 0.064397592, 46, 30.058138772726878, 86.33333333333333, 'High Risk'),
(32171, 63, 12, '43:45.8', 36.08500886623977, 99.75233172488467, 111, 73, 81, 'Female', 81.19713900358876, 1.7430322336622628, 0.062673286, 38, 26.725749287014956, 85.66666666666667, 'Low Risk'),
(32172, 83, 13, '42:45.8', 36.34922938917465, 98.92422542, 131, 74, 86, 'Male', 82.32741190304301, 1.6882027459946252, 0.060001672, 57, 28.88652221141912, 93, 'Low Risk'),
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(32353, 86, 15, '41:45.8', 37.094133895161505, 97.76949495983935, 113, 70, 79, 'Male', 70.34789024306023, 1.6748305241773542, 0.075309728, 43, 25.07894959092711, 84.33333333333333, 'Low Risk'),
(32354, 91, 13, '40:45.8', 37.08090916525603, 95.47521203914665, 128, 80, 82, 'Female', 54.41664827359605, 1.9055415323819278, 0.087560724, 48, 14.986318234750229, 96, 'High Risk'),
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(32358, 84, 14, '36:45.8', 36.23025456, 95.22081637105063, 116, 77, 19, 'Female', 69.10023353084195, 1.6181553674754954, 0.11745839427645614, 39, 26.389981078686322, 90, 'Low Risk'),
(32359, 88, 15, '35:45.8', 36.388716864248416, 99.22240153264876, 131, 77, 24, 'Female', 66.91922292025146, 1.8465795998064414, 0.1253839619230071, 54, 19.625233040246336, 95, 'Low Risk'),
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(32361, 80, 15, '33:45.8', 36.14366552211457, 98.83070040881599, 122, 84, 48, 'Female', 62.918165271521005, 1.544650537954387, 0.13163608150200867, 38, 26.37033031848003, 96.66666666666667, 'Low Risk'),
(32362, 96, 15, '32:45.8', 37.431402265529776, 97.22588236162919, 115, 81, 76, 'Female', 75.54579188383985, 1.9400140191829425, 0.13464899879910797, 34, 20.07245723510164, 92.33333333333333, 'High Risk'),
(32363, 70, 13, '31:45.8', 36.30872256414979, 97.37328008, 127, 78, 18, 'Male', 78.99061050940671, 1.5935854381035552, 0.081393033, 49, 31.104610349624966, 94.33333333333333, 'High Risk'),
(32364, 99, 14, '30:45.8', 37.499227945181346, 98.63351255222062, 138, 71, 45, 'Female', 86.52393999, 1.580212444, 0.13802743354255953, 67, 34.65016704392024, 93.33333333333333, 'High Risk'),
(32365, 63, 12, '29:45.8', 36.12927454768482, 99.00033314719208, 135, 76, 85, 'Female', 93.74246628680484, 1.7221820539737596, 0.10084586018401802, 59, 31.60663466722378, 95.66666666666666, 'High Risk'),
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(32369, 76, 19, '25:45.8', 37.267956785439885, 97.30656146898116, 125, 85, 35, 'Female', 89.59568696995586, 1.8574925859481914, 0.09728918, 40, 25.967666551694055, 98.33333333333333, 'Low Risk'),
(32370, 88, 19, '24:45.8', 37.39801494282549, 99.10625341186267, 125, 70, 41, 'Male', 80.45130931, 1.6455017627696287, 0.066098818, 55, 29.71230966468071, 88.33333333333333, 'Low Risk'),
(32371, 99, 19, '23:45.8', 36.89848342283852, 98.77183186971448, 127, 86, 85, 'Female', 95.30269378436483, 1.709027131513878, 0.077878873, 41, 32.62926278798524, 99.66666666666667, 'High Risk'),
(32372, 98, 16, '22:45.8', 37.060018839998705, 96.15624077502511, 115, 78, 28, 'Female', 55.45999870551695, 1.7781309578703672, 0.064365332, 37, 17.540920031393718, 90.33333333333333, 'High Risk'),
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(32375, 84, 19, '19:45.8', 36.03122405470835, 95.83169817451832, 122, 72, 23, 'Male', 57.95732878480512, 1.901268265254855, 0.095431695, 50, 16.03324992325052, 88.66666666666666, 'High Risk'),
(32376, 97, 18, '18:45.8', 36.534376839836796, 98.47154664175648, 133, 83, 69, 'Male', 94.98966374322731, 1.6930873700850928, 0.065066722, 50, 33.13733744, 99.66666666666666, 'High Risk'),
(32377, 67, 19, '17:45.8', 36.976464036844995, 99.56664697231217, 115, 77, 37, 'Male', 70.24245508538753, 1.8569417104411505, 0.12664504152059836, 38, 20.37056804027721, 89.66666666666667, 'Low Risk'),
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(32381, 87, 18, '13:45.8', 37.18942683445512, 99.05989860518956, 123, 77, 66, 'Female', 78.59751981, 1.6724767134185226, 0.10713128518338819, 46, 28.098858843629777, 92.33333333333333, 'Low Risk'),
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(32383, 68, 13, '11:45.8', 36.363591333467085, 97.10103224, 111, 80, 66, 'Male', 70.77037826456124, 1.99152798, 0.10768923702127503, 31, 17.843444408954888, 90.33333333333333, 'High Risk'),
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(32391, 78, 19, '03:45.8', 36.783849744468924, 95.99131642825283, 127, 78, 72, 'Female', 60.92038517137939, 1.8487976463742393, 0.093129517, 49, 17.823126164106625, 94.33333333333333, 'High Risk'),
(32392, 73, 12, '02:45.8', 37.00794311072026, 99.56087800595975, 138, 84, 26, 'Female', 94.06963659724447, 1.598796145399727, 0.11951288312649762, 54, 36.80131024515295, 102, 'High Risk'),
(32393, 62, 17, '01:45.8', 36.78689118545131, 96.58484101, 136, 70, 68, 'Female', 60.1416987, 1.9386685296016912, 0.050541251, 66, 16.001790109809793, 92, 'High Risk'),
(32394, 78, 17, '00:45.8', 37.414292524754636, 98.67311216321248, 133, 84, 34, 'Male', 71.69466002863149, 1.6376100416079475, 0.14748841258688486, 49, 26.73411576360289, 100.33333333333333, 'Low Risk'),
(32395, 66, 19, '59:45.8', 37.252953422721795, 95.23982395190758, 128, 84, 54, 'Male', 62.93638213, 1.5180361206042687, 0.069637942, 44, 27.31099754722334, 98.66666666666667, 'Low Risk'),
(32396, 67, 13, '58:45.8', 37.15090622386772, 98.32153019672144, 117, 70, 41, 'Female', 50.455084168428954, 1.8504371490479832, 0.080126701, 47, 14.735207558598617, 85.66666666666667, 'High Risk'),
(32397, 82, 18, '57:45.8', 36.39232253287857, 98.79778637513927, 136, 85, 26, 'Male', 89.91801991066428, 1.8038085023918173, 0.10592884181740145, 51, 27.63540765723737, 102, 'Low Risk'),
(32398, 75, 16, '56:45.8', 37.072185960627365, 99.17249639479199, 133, 74, 87, 'Female', 64.25072953014228, 1.9996779670841556, 0.1470070158236802, 59, 16.067856344585525, 93.66666666666666, 'High Risk'),
(32399, 87, 19, '55:45.8', 37.36833951785422, 98.63303591023816, 128, 72, 84, 'Male', 58.805312323849535, 1.7369950620254078, 0.11372382154966938, 56, 19.490339013445208, 90.66666666666666, 'Low Risk'),
(32400, 66, 14, '54:45.8', 36.10947295964442, 97.89361574, 137, 81, 44, 'Male', 58.13024315310966, 1.8023097782059283, 0.054743044, 56, 17.895476292390587, 99.66666666666666, 'High Risk'),
(32401, 63, 14, '53:45.8', 37.14043449681726, 97.12920333342223, 123, 76, 67, 'Female', 71.96796044984103, 1.8452739041857145, 0.10474647260512936, 47, 21.135742784704917, 91.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(32404, 89, 15, '50:45.8', 37.03571675956776, 98.81822811319769, 115, 72, 79, 'Female', 58.635847004559565, 1.7575133393483178, 0.1305344475871022, 43, 18.983047877364353, 86.33333333333333, 'Low Risk'),
(32405, 92, 16, '49:45.8', 36.37288451207809, 97.40473713466567, 125, 70, 47, 'Male', 85.93082259397677, 1.767172579832072, 0.086776888, 55, 27.516363675270448, 88.33333333333333, 'High Risk'),
(32406, 83, 13, '48:45.8', 37.329088218678784, 97.95928446380049, 123, 77, 77, 'Male', 75.70998158089525, 1.9604278652178078, 0.08876369, 46, 19.69932779009729, 92.33333333333333, 'Low Risk'),
(32407, 76, 18, '47:45.8', 36.373711694911925, 97.62113026, 121, 70, 63, 'Female', 75.22138763681113, 1.7775645726266518, 0.053736329, 51, 23.806226901041637, 87, 'Low Risk'),
(32408, 85, 13, '46:45.8', 36.09434578820944, 96.20233831902537, 123, 79, 74, 'Female', 54.74139683371802, 1.6253925261056428, 0.089610338, 44, 20.72045835682574, 93.66666666666667, 'Low Risk'),
(32409, 65, 18, '45:45.8', 36.14325596563668, 96.95630131, 121, 82, 87, 'Male', 76.80020674399125, 1.9476235475521735, 0.12880950566413063, 39, 20.246611789690043, 95, 'Low Risk'),
(32410, 99, 19, '44:45.8', 36.56587034279456, 98.53161640536025, 130, 70, 74, 'Male', 99.67589874050903, 1.7634703298905516, 0.071016836, 60, 32.051904934969095, 90, 'High Risk'),
(32411, 94, 12, '43:45.8', 36.54133974057778, 95.49055037, 117, 82, 79, 'Female', 56.63659806928817, 1.7090636605874705, 0.060638219, 35, 19.390128143441743, 93.66666666666667, 'High Risk'),
(32412, 73, 18, '42:45.8', 36.869644434837454, 98.32364472763565, 112, 88, 71, 'Female', 95.16106556388857, 1.7194601576560513, 0.082530462, 24, 32.18659699511832, 96, 'High Risk'),
(32413, 99, 15, '41:45.8', 36.07521949609597, 97.92009268897635, 119, 72, 30, 'Female', 55.74890718998747, 1.8285809906018395, 0.063759137, 47, 16.672777607214364, 87.66666666666667, 'High Risk'),
(32414, 79, 16, '40:45.8', 36.16088002056402, 97.69227322647458, 134, 79, 58, 'Male', 83.94806704, 1.904650724393981, 0.081806928, 55, 23.140887352864016, 97.33333333333333, 'Low Risk'),
(32415, 83, 18, '39:45.8', 36.19969926648561, 95.17337136193433, 122, 89, 88, 'Male', 73.37499080074764, 1.8276355221094749, 0.091021814, 33, 21.966905356447672, 100, 'Low Risk'),
(32416, 75, 16, '38:45.8', 36.48782936919848, 95.05974270632117, 117, 76, 26, 'Male', 84.28738161263183, 1.6696769723722993, 0.10700319249215595, 41, 30.23414193578077, 89.66666666666667, 'High Risk'),
(32417, 64, 15, '37:45.8', 36.76261299, 96.87572832, 119, 79, 63, 'Female', 64.16784765166906, 1.7277266108083482, 0.1316567280527955, 40, 21.49648378331738, 92.33333333333333, 'Low Risk'),
(32418, 91, 14, '36:45.8', 37.32549118464478, 95.06023329920464, 138, 87, 75, 'Female', 97.87017195, 1.9557674418224846, 0.14806619890948203, 51, 25.586797220296027, 104, 'High Risk'),
(32419, 62, 12, '35:45.8', 36.57648691217586, 96.85891382, 139, 88, 89, 'Male', 97.02550666404778, 1.9855390087358193, 0.091039343, 51, 24.61098930315591, 105, 'Low Risk'),
(32420, 94, 14, '34:45.8', 37.28942332904589, 99.47614137, 114, 81, 79, 'Female', 88.94904289166718, 1.520233011117773, 0.1474365950091765, 33, 38.487611649984615, 92, 'High Risk'),
(32421, 68, 16, '33:45.8', 37.19323441917669, 97.39177128762539, 130, 71, 76, 'Female', 65.71995364541826, 1.9795330533159219, 0.1107476723234096, 59, 16.771493292921296, 90.66666666666666, 'High Risk'),
(32422, 82, 18, '32:45.8', 36.10984756838751, 98.11872727697221, 115, 80, 86, 'Male', 83.26081187085731, 1.838415149889962, 0.10963081806685371, 35, 24.635050723375134, 91.66666666666667, 'Low Risk'),
(32423, 93, 15, '31:45.8', 36.23941877260298, 97.53847970701689, 131, 81, 20, 'Male', 54.30632551, 1.6560934757009613, 0.085482018, 50, 19.80070830240763, 97.66666666666666, 'High Risk'),
(32424, 68, 15, '30:45.8', 37.305504414007196, 98.45631520777397, 111, 88, 35, 'Male', 81.63913315873202, 1.7452794587327591, 0.1399408663940866, 23, 26.802075748761474, 95.66666666666667, 'Low Risk'),
(32425, 79, 14, '29:45.8', 36.71499735324699, 99.24453518732612, 110, 77, 75, 'Male', 86.81088908457625, 1.916521610144128, 0.11423092156710421, 33, 23.634518716167808, 88, 'Low Risk'),
(32426, 89, 18, '28:45.8', 36.552846942626125, 95.13375046212016, 133, 76, 42, 'Female', 89.38175913391285, 1.5056255024265335, 0.1118980512267235, 57, 39.428928337329495, 95, 'High Risk'),
(32427, 68, 16, '27:45.8', 36.51082560691402, 97.99692184477445, 114, 81, 43, 'Male', 68.40836300467254, 1.7142787514560989, 0.058344946, 33, 23.27803483875026, 92, 'Low Risk'),
(32428, 74, 12, '26:45.8', 36.106698695183624, 98.65823679351251, 110, 84, 44, 'Male', 62.21260659270841, 1.6325070426220267, 0.11659541757262115, 26, 23.34362354434899, 92.66666666666667, 'Low Risk'),
(32429, 97, 16, '25:45.8', 37.401258991717455, 98.85839766556782, 119, 80, 32, 'Male', 85.76721592160871, 1.8835312555712151, 0.12932601511663455, 39, 24.175510302791473, 93, 'High Risk'),
(32430, 81, 12, '24:45.8', 36.115772367274964, 97.85674323602315, 116, 84, 19, 'Female', 68.87203005328784, 1.9006525531168597, 0.13444232513644933, 32, 19.06502669060114, 94.66666666666667, 'Low Risk'),
(32431, 82, 12, '23:45.8', 37.25773499, 97.30908110790843, 122, 74, 75, 'Female', 67.85015786646707, 1.8876167961850707, 0.058759833, 48, 19.042466327388855, 90, 'Low Risk'),
(32432, 95, 19, '22:45.8', 37.279437705338644, 96.58424800324168, 120, 86, 25, 'Male', 73.49745569018728, 1.588149379118616, 0.13796428410668227, 34, 29.14000398287526, 97.33333333333333, 'High Risk'),
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(32610, 79, 15, '24:45.8', 37.314115058024015, 99.70279005638172, 116, 76, 72, 'Male', 70.31962533907848, 1.759300120972353, 0.098986065, 40, 22.719390855843635, 89.33333333333333, 'Low Risk'),
(32611, 79, 12, '23:45.8', 36.80871628528165, 95.89977697970673, 116, 74, 77, 'Male', 58.98847728831118, 1.5790933844498636, 0.1373784513620741, 42, 23.656558099109695, 88, 'Low Risk'),
(32612, 72, 15, '22:45.8', 36.62022634722619, 98.79063294666358, 112, 80, 65, 'Male', 98.80328431405083, 1.537185115874699, 0.08063761, 32, 41.81374244666448, 90.66666666666667, 'High Risk'),
(32613, 79, 17, '21:45.8', 36.71634316447472, 98.83033527, 134, 82, 29, 'Female', 79.86720485421614, 1.7004348450304156, 0.06388243, 52, 27.621578501853815, 99.33333333333333, 'Low Risk'),
(32614, 99, 12, '20:45.8', 36.320286832135864, 98.50883461626692, 114, 89, 88, 'Female', 85.61053801048318, 1.662193502532518, 0.089313447, 25, 30.98589648, 97.33333333333333, 'High Risk'),
(32615, 96, 18, '19:45.8', 37.36833539854615, 99.20414792781223, 127, 84, 71, 'Male', 88.27287738764443, 1.8187814429395786, 0.10471021536232286, 43, 26.684941460690872, 98.33333333333333, 'High Risk'),
(32616, 94, 17, '18:45.8', 37.18392116086135, 96.83977890026229, 132, 73, 53, 'Female', 60.949291122935314, 1.821657579, 0.063003873, 59, 18.36687071349976, 92.66666666666666, 'High Risk'),
(32617, 62, 16, '17:45.8', 37.24678018688591, 98.81057736029234, 113, 84, 86, 'Male', 98.56289857015764, 1.9666282473971395, 0.1058494069326329, 29, 25.48407774238839, 93.66666666666667, 'Low Risk'),
(32618, 64, 19, '16:45.8', 37.37627515313566, 96.21574087226534, 121, 77, 52, 'Female', 83.61690516142974, 1.8090228618311783, 0.059294859, 44, 25.550886843753347, 91.66666666666667, 'Low Risk'),
(32619, 83, 17, '15:45.8', 36.01871800441334, 95.61315252, 131, 87, 20, 'Female', 81.64609043186627, 1.7809536938229953, 0.089703629, 44, 25.741279987484965, 101.66666666666667, 'Low Risk'),
(32620, 97, 16, '14:45.8', 36.50858285027455, 96.47200949416195, 133, 88, 57, 'Male', 95.47946068725875, 1.725190310638887, 0.067189685, 45, 32.08011648935049, 103, 'High Risk'),
(32621, 73, 14, '13:45.8', 36.20253417024438, 96.38270006663338, 115, 89, 22, 'Female', 99.06506025, 1.9163645185794875, 0.053695116390597014, 26, 26.97517466203104, 97.66666666666667, 'Low Risk'),
(32622, 89, 17, '12:45.8', 37.434114183609466, 97.83960619290112, 137, 83, 45, 'Male', 88.14740600797327, 1.914675681172143, 0.1253721831530787, 54, 24.04468511497475, 101, 'Low Risk'),
(32623, 79, 13, '11:45.8', 36.27978569, 96.33833081149409, 110, 76, 32, 'Male', 54.89318116989374, 1.8712723100246538, 0.14795519318728428, 34, 15.676330727858291, 87.33333333333333, 'High Risk'),
(32624, 97, 12, '10:45.8', 36.916489691091336, 99.68495738390203, 137, 74, 47, 'Female', 96.10538702024068, 1.746726833888728, 0.076805251, 63, 31.499071175298536, 95, 'High Risk'),
(32625, 90, 15, '09:45.8', 36.177501135584414, 99.41292016444729, 113, 78, 64, 'Male', 95.06610404271146, 1.9527256899315582, 0.055958891600883555, 35, 24.931201942759316, 89.66666666666667, 'Low Risk'),
(32626, 99, 15, '08:45.8', 36.76196822376913, 99.28854107597184, 130, 86, 39, 'Male', 58.03324098, 1.613061980244035, 0.063574827, 44, 22.303587032822254, 100.66666666666667, 'High Risk'),
(32627, 82, 18, '07:45.8', 36.908281084667365, 95.25901686049272, 135, 86, 89, 'Female', 56.841686501726514, 1.857653592, 0.079034509, 49, 16.471664652681294, 102.33333333333333, 'High Risk'),
(32628, 92, 17, '06:45.8', 36.01271578482451, 96.41336576, 126, 76, 20, 'Female', 97.65267388871891, 1.8838151192222412, 0.14914014221553135, 50, 27.517411801678097, 92.66666666666666, 'High Risk'),
(32629, 76, 18, '05:45.8', 36.80151767190363, 95.14281297591133, 112, 84, 42, 'Male', 91.96760548115775, 1.8546641177259764, 0.058524251, 28, 26.73648678003575, 93.33333333333333, 'Low Risk'),
(32630, 82, 13, '04:45.8', 37.44755460703912, 99.70669642554043, 113, 79, 38, 'Male', 78.42010781475196, 1.9223020042334782, 0.065587247, 34, 21.22189676480827, 90.33333333333333, 'Low Risk'),
(32631, 82, 12, '03:45.8', 37.09398352659256, 96.10937855996735, 124, 75, 56, 'Female', 94.24085150271708, 1.6574015425400652, 0.10444483975121246, 49, 34.307077536919735, 91.33333333333333, 'High Risk'),
(32632, 71, 14, '02:45.8', 36.928999839528096, 96.31729464329027, 121, 77, 63, 'Male', 57.72894207365091, 1.8899762109994824, 0.082362062, 44, 16.16147233930741, 91.66666666666667, 'High Risk'),
(32633, 98, 16, '01:45.8', 37.071767434480606, 97.12787506299959, 130, 82, 58, 'Male', 62.203294150513884, 1.6020404296765085, 0.1055183583527261, 48, 24.23630676234105, 98, 'High Risk'),
(32634, 84, 18, '00:45.8', 36.60133479460395, 95.85574484, 112, 77, 39, 'Female', 67.31930387237978, 1.8345544897055968, 0.11224205545419505, 35, 20.002228541803657, 88.66666666666667, 'Low Risk'),
(32635, 71, 15, '59:45.8', 37.2507811, 97.04363273241118, 114, 85, 51, 'Male', 73.32483374940227, 1.7052943208610267, 0.14239352421893403, 29, 25.21461815, 94.66666666666667, 'Low Risk'),
(32636, 97, 18, '58:45.8', 36.37145690564989, 97.78234477868588, 130, 70, 74, 'Male', 74.27945429196373, 1.8897371014831659, 0.11847611205445004, 60, 20.800124047650055, 90, 'High Risk'),
(32637, 76, 14, '57:45.8', 36.85757549100283, 97.52079166782349, 137, 83, 76, 'Male', 93.27243401998442, 1.9025752719811224, 0.12261162422104178, 54, 25.767341568362514, 101, 'Low Risk'),
(32638, 84, 16, '56:45.8', 36.48433644391848, 96.56839985226723, 116, 79, 54, 'Male', 71.06240123105556, 1.867723691726751, 0.12605793896071824, 37, 20.37110666941833, 91.33333333333333, 'Low Risk'),
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(32640, 66, 14, '54:45.8', 37.43402902698976, 96.40699423455848, 137, 81, 58, 'Female', 89.03386082030099, 1.5806591500693368, 0.11517569042372475, 56, 35.63516277452916, 99.66666666666666, 'High Risk'),
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(32642, 98, 12, '52:45.8', 37.271200875372045, 95.68916654151448, 127, 79, 82, 'Female', 99.50113690215319, 1.8275710277651638, 0.1401874938359866, 48, 29.790618077087313, 95, 'High Risk'),
(32643, 88, 17, '51:45.8', 36.29498327700145, 97.17641095217094, 113, 77, 87, 'Female', 54.613736271347065, 1.954300868, 0.06290278, 36, 14.299440297415378, 89, 'High Risk'),
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(32645, 94, 15, '49:45.8', 36.347869371802375, 98.76829047, 110, 72, 71, 'Male', 63.99501548745249, 1.7115010880303207, 0.080295951, 38, 21.846999029196496, 84.66666666666667, 'High Risk'),
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(32651, 62, 15, '43:45.8', 36.19211430155389, 95.75564109372318, 118, 80, 56, 'Male', 63.20730076823564, 1.8352000588102007, 0.10914715888068896, 38, 18.76724032760093, 92.66666666666667, 'Low Risk'),
(32652, 68, 19, '42:45.8', 36.156276778045275, 99.38617435510768, 133, 80, 83, 'Male', 65.09912061210392, 1.670500380017772, 0.12586427563799274, 53, 23.328239449857666, 97.66666666666666, 'Low Risk'),
(32653, 96, 15, '41:45.8', 36.64405137053848, 97.07120701114947, 117, 77, 43, 'Female', 57.045164392393986, 1.843396735848744, 0.12769311659366378, 40, 16.78731376540334, 90.33333333333333, 'High Risk'),
(32654, 67, 16, '40:45.8', 37.30693338, 95.53187395198688, 135, 86, 85, 'Female', 90.29524330945597, 1.8685567862061658, 0.11992392546487048, 49, 25.861414258283705, 102.33333333333333, 'Low Risk'),
(32655, 96, 16, '39:45.8', 36.80896095747592, 96.96071845480998, 111, 88, 68, 'Male', 86.30328081527037, 1.9453244490763946, 0.12807102839014156, 23, 22.805689942778464, 95.66666666666667, 'High Risk'),
(32656, 63, 16, '38:45.8', 36.91494156630491, 95.35030153094236, 113, 85, 71, 'Male', 58.61901759837383, 1.5672077328820588, 0.10242703204394632, 28, 23.866316959405438, 94.33333333333333, 'Low Risk'),
(32657, 94, 13, '37:45.8', 37.24797550037283, 96.41996532550158, 137, 83, 58, 'Female', 52.749203241895856, 1.5366775656155753, 0.13421345772508925, 54, 22.33831456349331, 101, 'High Risk'),
(32658, 68, 12, '36:45.8', 37.04496488, 97.66965824867398, 119, 74, 37, 'Male', 92.82132797770463, 1.5745542895731555, 0.14224201155688254, 45, 37.43971194375904, 89, 'High Risk'),
(32659, 64, 14, '35:45.8', 36.620594071402294, 95.33632196956927, 111, 71, 35, 'Female', 74.21488703972929, 1.9976625729835935, 0.097362676, 40, 18.597165876173474, 84.33333333333333, 'Low Risk'),
(32660, 84, 16, '34:45.8', 36.20269154984639, 95.23580959853821, 126, 82, 48, 'Male', 88.53451910030138, 1.9648228245701986, 0.061626618, 44, 22.933262578137928, 96.66666666666667, 'Low Risk'),
(32661, 65, 12, '33:45.8', 36.661296892604014, 97.98448869563747, 138, 73, 65, 'Female', 57.33737074699995, 1.6595323867206184, 0.066489626, 65, 20.819308925050763, 94.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(32663, 97, 19, '31:45.8', 36.95823594796849, 99.88719168, 138, 78, 22, 'Female', 54.19444632219597, 1.6874848819374386, 0.1201104109582853, 60, 19.031586897217935, 98, 'High Risk'),
(32664, 96, 15, '30:45.8', 36.314581307145964, 98.89487442985337, 133, 83, 56, 'Male', 86.65293819671098, 1.5248360339698785, 0.11683989695185097, 50, 37.26807839884037, 99.66666666666666, 'High Risk'),
(32665, 69, 18, '29:45.8', 36.64837766667747, 97.23755976864689, 134, 81, 31, 'Female', 65.25889906250217, 1.6421635575166764, 0.11780669564596788, 53, 24.19952951453853, 98.66666666666666, 'Low Risk'),
(32666, 66, 16, '28:45.8', 37.469356725130005, 96.30340053693766, 117, 86, 46, 'Female', 82.05084305202439, 1.512930834361634, 0.072535291, 31, 35.84634657799123, 96.33333333333333, 'High Risk'),
(32667, 79, 12, '27:45.8', 37.415141489406224, 95.59578898705118, 139, 74, 58, 'Male', 70.37306501902485, 1.9416983907007594, 0.087838326, 65, 18.665641713901074, 95.66666666666666, 'Low Risk'),
(32668, 96, 16, '26:45.8', 37.44516165171329, 97.81398928189313, 118, 87, 80, 'Male', 89.20945091133957, 1.9094540551752375, 0.087095197, 31, 24.467660192921265, 97.33333333333333, 'High Risk'),
(32669, 92, 12, '25:45.8', 36.91003847, 95.57845858, 135, 77, 20, 'Female', 72.83403549688856, 1.6807309644776454, 0.11387800795329453, 58, 25.783268482604544, 96.33333333333333, 'High Risk'),
(32670, 90, 17, '24:45.8', 37.41575435977081, 96.71526353, 127, 80, 75, 'Male', 94.77855902164977, 1.882622898694233, 0.13050542753338376, 47, 26.741356141863065, 95.66666666666667, 'Low Risk'),
(32671, 67, 12, '23:45.8', 36.440585645942676, 99.14550926258742, 125, 80, 41, 'Male', 87.78307417165591, 1.8544856389881155, 0.088578117, 45, 25.524887507196865, 95, 'Low Risk'),
(32672, 67, 14, '22:45.8', 37.28524007075694, 95.57867536, 122, 83, 69, 'Male', 93.91761700758761, 1.6084692690578648, 0.057305304, 39, 36.30124574897922, 96, 'High Risk'),
(32673, 76, 13, '21:45.8', 37.214765252158195, 95.13428899981584, 123, 86, 44, 'Male', 65.94610092934926, 1.986026958467105, 0.12656026057919412, 37, 16.719329016013052, 98.33333333333333, 'High Risk'),
(32674, 68, 18, '20:45.8', 36.65720414046989, 95.34540146, 130, 70, 27, 'Female', 52.42352588977261, 1.9029291191609885, 0.1392206434108325, 60, 14.477080974554037, 90, 'High Risk'),
(32675, 65, 13, '19:45.8', 36.85930063643333, 95.10038195, 125, 78, 55, 'Female', 82.63420827899523, 1.9002852924481908, 0.10897163441878108, 47, 22.883489796820932, 93.66666666666667, 'Low Risk'),
(32676, 80, 18, '18:45.8', 37.49738340396804, 95.20217864483041, 129, 84, 26, 'Female', 79.12917987312858, 1.9250900170211358, 0.10790186591210196, 45, 21.35180432, 99, 'Low Risk'),
(32677, 96, 12, '17:45.8', 37.32117079, 99.64342132958605, 133, 80, 83, 'Female', 98.36905697787034, 1.957075045954646, 0.086405042, 53, 25.682869744297015, 97.66666666666666, 'High Risk'),
(32678, 74, 12, '16:45.8', 37.09848341898203, 96.55120504304658, 135, 72, 20, 'Female', 94.17148791, 1.788172471315102, 0.053843557, 63, 29.45103914457567, 93, 'Low Risk'),
(32679, 63, 18, '15:45.8', 36.72112902542728, 99.46381642079733, 130, 82, 69, 'Male', 85.50598552, 1.8564349278169536, 0.10463427917704064, 48, 24.810587900561387, 98, 'Low Risk'),
(32680, 81, 14, '14:45.8', 36.36261265613544, 97.77262409530428, 118, 81, 31, 'Female', 92.06328116394053, 1.565270311967927, 0.072568827, 37, 37.57575823121294, 93.33333333333333, 'High Risk'),
(32681, 67, 19, '13:45.8', 37.45371006, 99.46880552, 121, 71, 38, 'Male', 51.971972527076844, 1.686161127649663, 0.1162692309678702, 50, 18.27978377365967, 87.66666666666666, 'High Risk'),
(32682, 62, 14, '12:45.8', 36.61801408478213, 97.96027601980228, 132, 76, 70, 'Female', 98.38344845, 1.502758179989729, 0.093138938, 56, 43.56561404957666, 94.66666666666666, 'High Risk'),
(32683, 97, 18, '11:45.8', 36.210810233255785, 97.73646950150813, 139, 75, 66, 'Male', 57.65681344719957, 1.9937315227134145, 0.10766335562254317, 64, 14.504985042055802, 96.33333333333333, 'High Risk'),
(32684, 90, 17, '10:45.8', 36.13133777672084, 97.85207236944018, 118, 84, 75, 'Female', 90.47412605575632, 1.6106384707643926, 0.074871716, 34, 34.876127791912175, 95.33333333333333, 'High Risk'),
(32685, 81, 15, '09:45.8', 37.33664084803915, 95.81080054355128, 122, 72, 59, 'Female', 64.59466319810795, 1.5901445215624497, 0.13658133336894107, 50, 25.546031508226545, 88.66666666666666, 'Low Risk'),
(32686, 63, 14, '08:45.8', 37.075894429630786, 99.43677090513373, 112, 71, 43, 'Female', 56.57920451179872, 1.5105932770296886, 0.1198886674799611, 41, 24.794864659058124, 84.66666666666667, 'Low Risk'),
(32687, 96, 14, '07:45.8', 36.49594093450969, 95.72081562385695, 126, 86, 40, 'Male', 61.20124402671649, 1.7363282798398223, 0.056752442557098416, 40, 20.30002499329228, 99.33333333333333, 'High Risk'),
(32688, 75, 12, '06:45.8', 36.46598247427875, 95.98672212966524, 119, 74, 83, 'Male', 68.27991482942056, 1.6121154187584235, 0.064811429, 45, 26.27245805075454, 89, 'Low Risk'),
(32689, 87, 12, '05:45.8', 36.72427080229793, 99.27313815103251, 127, 78, 45, 'Male', 83.37868937173121, 1.686148829192256, 0.075459269, 49, 29.326703849613676, 94.33333333333333, 'Low Risk'),
(32690, 67, 17, '04:45.8', 36.94654369, 95.98892040427143, 117, 78, 55, 'Female', 65.10748515525324, 1.724880577029909, 0.057705366, 39, 21.88330215, 91, 'Low Risk'),
(32691, 97, 13, '03:45.8', 36.318386683627764, 98.20557338457733, 128, 86, 26, 'Female', 91.40628038536909, 1.8758311205883462, 0.071627213, 42, 25.97697420761638, 100, 'High Risk'),
(32692, 72, 18, '02:45.8', 36.319927345741476, 99.83720602949751, 116, 70, 76, 'Female', 67.93510424631026, 1.8151684811623068, 0.093551362, 46, 20.61865645687126, 85.33333333333333, 'Low Risk'),
(32693, 98, 12, '01:45.8', 37.127419958896176, 96.93337252330437, 125, 78, 76, 'Female', 53.21287976601647, 1.6162334695938472, 0.14073087887874125, 47, 20.370822777780187, 93.66666666666667, 'High Risk'),
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(32870, 81, 18, '04:45.8', 36.80709277802368, 98.25599672580314, 139, 82, 31, 'Male', 79.91930880558192, 1.6116158804708487, 0.14694450612618087, 57, 30.770081236275043, 101, 'High Risk'),
(32871, 77, 18, '03:45.8', 36.49891975968926, 99.76084994101674, 112, 76, 37, 'Female', 85.26588472426636, 1.606668415302772, 0.12613158352166615, 36, 33.031081253651735, 88, 'High Risk'),
(32872, 79, 18, '02:45.8', 36.76554689213771, 96.84867819393592, 122, 75, 87, 'Female', 52.46922531903864, 1.959067973459104, 0.063400466, 47, 13.671168695379048, 90.66666666666667, 'High Risk'),
(32873, 75, 12, '01:45.8', 36.32449076489946, 97.84762249712676, 137, 72, 83, 'Male', 94.21293866, 1.6300923032522863, 0.093783484, 65, 35.455707566997624, 93.66666666666666, 'High Risk'),
(32874, 65, 14, '00:45.8', 36.86781627914956, 97.11944394720217, 116, 80, 58, 'Male', 73.93947746490976, 1.8139542759380596, 0.14931721503322093, 36, 22.471067573653983, 92, 'Low Risk'),
(32875, 90, 15, '59:45.8', 36.996744669664686, 97.18463229098987, 112, 74, 75, 'Female', 58.56340579819052, 1.8661401758444784, 0.12352828374314981, 38, 16.816584730725005, 86.66666666666667, 'High Risk'),
(32876, 98, 14, '58:45.8', 37.33109301156066, 96.16017926075045, 127, 78, 46, 'Male', 76.03873000899654, 1.6669329308705554, 0.068585347, 49, 27.36519845746482, 94.33333333333333, 'High Risk'),
(32877, 94, 14, '57:45.8', 37.020399748591274, 98.05175740999239, 126, 84, 83, 'Female', 78.37014092022642, 1.8863694775539488, 0.059222352, 42, 22.024046042243135, 98, 'High Risk'),
(32878, 65, 17, '56:45.8', 36.40218532997553, 95.82905551426467, 113, 87, 44, 'Male', 50.218083420338914, 1.7713729358609938, 0.071142782, 26, 16.00442677729583, 95.66666666666667, 'High Risk'),
(32879, 84, 19, '55:45.8', 37.39197477378217, 95.61078685569677, 112, 85, 56, 'Male', 85.29492112063653, 1.8012494477424261, 0.075722533, 27, 26.289083786800813, 94, 'Low Risk'),
(32880, 81, 13, '54:45.8', 36.91342678, 97.57075461749459, 114, 87, 83, 'Male', 78.35778981, 1.657616990581562, 0.088939925, 27, 28.51765418999006, 96, 'Low Risk'),
(32881, 62, 18, '53:45.8', 36.266944113107236, 99.58256392148452, 138, 78, 21, 'Male', 73.29768241685076, 1.6667241758975495, 0.11381631034782567, 60, 26.385344757590726, 98, 'Low Risk'),
(32882, 72, 18, '52:45.8', 36.860199869332554, 99.50311435555719, 111, 83, 30, 'Female', 81.96292614970986, 1.865005912557526, 0.12522776620427772, 28, 23.564434866237793, 92.33333333333333, 'Low Risk'),
(32883, 97, 12, '51:45.8', 37.385272081242306, 98.27674922514011, 131, 82, 49, 'Male', 71.20534467652985, 1.8900442950060246, 0.1338588143412507, 49, 19.932814642410307, 98.33333333333333, 'High Risk'),
(32884, 92, 16, '50:45.8', 36.43293328114914, 95.19050029657396, 120, 83, 79, 'Male', 68.88762895094749, 1.7822528293433155, 0.14231353937504088, 37, 21.68715639365186, 95.33333333333333, 'High Risk'),
(32885, 70, 13, '49:45.8', 37.321653103331975, 95.84711104, 139, 74, 32, 'Male', 51.95274917716984, 1.7730361195643427, 0.12834300481372984, 65, 16.52621384391579, 95.66666666666666, 'High Risk'),
(32886, 75, 17, '48:45.8', 37.000354461749126, 96.49544078964956, 127, 77, 53, 'Female', 66.18383135665736, 1.8693079235108465, 0.10858938324091935, 50, 18.94044642214913, 93.66666666666666, 'Low Risk'),
(32887, 84, 12, '47:45.8', 37.34487925861814, 99.58812699, 128, 77, 71, 'Male', 51.52680384222292, 1.5150580525952395, 0.071839959, 51, 22.447845071794518, 94, 'Low Risk'),
(32888, 83, 15, '46:45.8', 36.16782734932838, 95.63957517, 125, 80, 39, 'Male', 60.237463807065446, 1.7770373683408827, 0.12832488447811383, 45, 19.07539577739222, 95, 'Low Risk'),
(32889, 85, 14, '45:45.8', 36.20266092138637, 99.12131652546944, 137, 74, 26, 'Male', 60.93575252199845, 1.5008065265352122, 0.10110249696311474, 63, 27.053456414545263, 95, 'Low Risk'),
(32890, 66, 16, '44:45.8', 36.410269684077385, 97.99024188419294, 133, 79, 22, 'Female', 79.33283739522996, 1.6512361335677839, 0.10615119709863555, 54, 29.09608925, 97, 'Low Risk'),
(32891, 91, 19, '43:45.8', 36.05845921407717, 98.49308286474606, 114, 81, 69, 'Female', 94.92421325760776, 1.871695384539098, 0.084616047, 33, 27.096092580822003, 92, 'High Risk'),
(32892, 91, 17, '42:45.8', 37.488477236504394, 98.60832058328815, 135, 74, 67, 'Female', 58.49100394221462, 1.954337783136058, 0.14577390436319748, 61, 15.31404147883192, 94.33333333333333, 'High Risk'),
(32893, 68, 15, '41:45.8', 36.07320472113938, 97.73584885355794, 132, 77, 28, 'Male', 79.22391564338724, 1.9536178870575818, 0.13178386170450856, 55, 20.757596122393267, 95.33333333333333, 'Low Risk'),
(32894, 67, 13, '40:45.8', 36.533655616002704, 98.08979301957481, 112, 86, 54, 'Male', 94.29916407232469, 1.525575727294164, 0.081225114, 26, 40.51728184123095, 94.66666666666667, 'High Risk'),
(32895, 96, 15, '39:45.8', 36.85619281756211, 96.24187933001053, 133, 82, 70, 'Female', 85.58491333205782, 1.8248689905047257, 0.10965188109624761, 51, 25.700041961110852, 99, 'High Risk'),
(32896, 77, 12, '38:45.8', 36.71292170384884, 98.85514165788713, 132, 75, 35, 'Male', 66.04628721153308, 1.5838408468334557, 0.11477752049010881, 57, 26.32845232526317, 94, 'Low Risk'),
(32897, 69, 15, '37:45.8', 36.78218553963283, 97.39322944964069, 128, 76, 88, 'Female', 63.72759957648481, 1.7958404779934938, 0.10965685685313059, 52, 19.76023238569457, 93.33333333333333, 'Low Risk'),
(32898, 83, 18, '36:45.8', 36.99839654707393, 95.72648212225108, 119, 80, 84, 'Female', 81.77177625281783, 1.676800083996604, 0.076274586, 39, 29.083110776780163, 93, 'Low Risk'),
(32899, 85, 12, '35:45.8', 36.28472816370272, 99.29875647114652, 135, 87, 30, 'Female', 84.92846294777637, 1.9185058189055675, 0.067090834, 48, 23.07421965980178, 103, 'Low Risk'),
(32900, 87, 16, '34:45.8', 37.49737733990795, 95.71161408142335, 139, 70, 24, 'Female', 52.97909358, 1.873656634260095, 0.093530011, 69, 15.09122566506801, 93, 'High Risk'),
(32901, 87, 15, '33:45.8', 37.24904498377569, 99.59368661773603, 125, 74, 80, 'Female', 60.64516149384991, 1.5797476369233698, 0.1035615754027525, 51, 24.300808783491433, 91, 'Low Risk'),
(32902, 73, 12, '32:45.8', 36.53647056714639, 97.10432055951573, 129, 80, 53, 'Female', 97.21904632391491, 1.7502177082665138, 0.065589052, 49, 31.737097737081267, 96.33333333333333, 'High Risk'),
(32903, 68, 19, '31:45.8', 36.25547034471853, 99.45091244951934, 127, 77, 64, 'Male', 73.72311054032711, 1.6288911941374744, 0.058840564, 50, 27.785582114722967, 93.66666666666666, 'Low Risk'),
(32904, 89, 17, '30:45.8', 36.445649296347774, 99.96776860650147, 136, 87, 60, 'Male', 83.28840741871414, 1.8459274209176433, 0.068319363, 49, 24.443045458195197, 103.33333333333333, 'Low Risk'),
(32905, 94, 17, '29:45.8', 36.42638023491533, 97.60011875335601, 135, 76, 57, 'Male', 80.32594428, 1.9150862898046228, 0.14609594262293163, 59, 21.901766541243475, 95.66666666666666, 'High Risk'),
(32906, 90, 17, '28:45.8', 36.00081787804528, 96.12824639689191, 121, 76, 88, 'Female', 84.64705751970965, 1.8433566360251707, 0.14488704952716325, 45, 24.91111303783341, 91, 'Low Risk'),
(32907, 90, 13, '27:45.8', 36.912420715162625, 98.39356386585457, 115, 73, 73, 'Female', 92.21304837556183, 1.955971872469558, 0.11037678298364262, 42, 24.102781777754096, 87, 'Low Risk'),
(32908, 80, 19, '26:45.8', 37.424081724596775, 95.48476606483189, 135, 81, 72, 'Male', 95.85894259816237, 1.6201632800712078, 0.069201273, 54, 36.518679409167646, 99, 'High Risk'),
(32909, 86, 13, '25:45.8', 36.627832094807985, 97.52858607671199, 120, 87, 48, 'Female', 83.73739605643168, 1.5360297545451918, 0.066956469, 33, 35.49116004153555, 98, 'High Risk'),
(32910, 72, 15, '24:45.8', 36.64896476765178, 97.02138335267487, 122, 76, 82, 'Male', 92.73712822425432, 1.888820447481944, 0.06559845, 46, 25.99395075932835, 91.33333333333333, 'Low Risk'),
(32911, 75, 19, '23:45.8', 37.28905968655919, 98.08930585587568, 134, 74, 35, 'Female', 71.12331136398103, 1.9760855994798265, 0.14751171500866844, 60, 18.21379573637444, 94, 'High Risk'),
(32912, 92, 18, '22:45.8', 36.04882171639489, 97.04411961657367, 130, 85, 41, 'Male', 76.00319251069301, 1.8563425666993087, 0.078591789, 45, 22.055433, 100, 'High Risk'),
(32913, 84, 16, '21:45.8', 36.741328796495154, 98.34093284052409, 116, 78, 43, 'Female', 75.78450622154094, 1.8642330517583112, 0.1273001390225061, 38, 21.806201371278853, 90.66666666666667, 'Low Risk'),
(32914, 95, 16, '20:45.8', 36.437551035062015, 99.14412710977005, 110, 85, 45, 'Female', 96.30727758925946, 1.9243977303869144, 0.1346794054991604, 25, 26.00575306037077, 93.33333333333333, 'High Risk'),
(32915, 63, 16, '19:45.8', 37.246040130287184, 97.08191513604359, 130, 84, 76, 'Female', 78.46398405071244, 1.5305942334372409, 0.066873516, 46, 33.49270392634717, 99.33333333333333, 'High Risk'),
(32916, 64, 13, '18:45.8', 36.72953687667928, 99.42226650253866, 121, 88, 77, 'Female', 97.12014119226448, 1.809429452770807, 0.12933339918922326, 33, 29.663746061659953, 99, 'Low Risk'),
(32917, 99, 16, '17:45.8', 37.31385163, 98.02399326, 123, 83, 79, 'Female', 58.35710495897189, 1.844801295352204, 0.10852361413813735, 40, 17.147252735560656, 96.33333333333333, 'High Risk'),
(32918, 81, 14, '16:45.8', 37.19289826029453, 97.80693200553196, 132, 83, 41, 'Male', 59.91354308038494, 1.653502153519675, 0.053317792251379885, 49, 21.913687962957102, 99.33333333333333, 'Low Risk'),
(32919, 96, 13, '15:45.8', 36.49950408865647, 97.14678729967139, 138, 73, 50, 'Female', 73.06286893313882, 1.8617575590629718, 0.091853559, 65, 21.079022617185554, 94.66666666666666, 'High Risk'),
(32920, 91, 13, '14:45.8', 37.06213848408632, 98.83927611004371, 134, 78, 49, 'Female', 94.42665340494193, 1.5315553404484297, 0.1272148825658292, 56, 40.25586935879394, 96.66666666666666, 'High Risk'),
(32921, 64, 12, '13:45.8', 36.69167539064018, 98.30845314691767, 121, 82, 31, 'Male', 63.57268785104009, 1.8888610821934335, 0.1215935087578989, 39, 17.818475188683966, 95, 'High Risk'),
(32922, 78, 12, '12:45.8', 36.82607128441339, 96.09780797582266, 110, 79, 36, 'Female', 92.81683792063924, 1.659429649098013, 0.1055544766045299, 31, 33.70614448080891, 89.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(32923, 90, 15, '11:45.8', 36.18059993455292, 96.22532607707537, 111, 74, 79, 'Male', 82.91833997450085, 1.524887888747344, 0.14632595864788517, 37, 35.65946053125784, 86.33333333333333, 'High Risk'),
(32924, 84, 19, '10:45.8', 36.05460129629974, 99.14647592999331, 135, 73, 64, 'Female', 90.09650729506896, 1.633322060472811, 0.076920876, 62, 33.7725847, 93.66666666666666, 'High Risk'),
(32925, 73, 17, '09:45.8', 37.09705611414847, 98.12931247087286, 116, 78, 61, 'Male', 76.91338184802157, 1.7337707493478616, 0.13755358793313277, 38, 25.58695257823912, 90.66666666666667, 'Low Risk'),
(32926, 89, 12, '08:45.8', 37.18265967807238, 95.33165812615894, 122, 71, 66, 'Male', 79.16733955687378, 1.5777177097623496, 0.13139837532220944, 51, 31.804417775611093, 88, 'High Risk'),
(32927, 90, 14, '07:45.8', 36.30183262, 97.99700932114699, 122, 82, 85, 'Female', 61.16562094820495, 1.7479454946920225, 0.1407686801237042, 40, 20.01942579733522, 95.33333333333333, 'Low Risk'),
(32928, 96, 14, '06:45.8', 36.80079115218954, 96.60485055232297, 118, 74, 28, 'Male', 97.718098, 1.9367944480003652, 0.095587142, 44, 26.05001287, 88.66666666666667, 'High Risk'),
(32929, 85, 12, '05:45.8', 36.66533737047467, 99.96088644, 126, 76, 74, 'Female', 68.64194952691155, 1.5514509288860974, 0.10597620405666512, 50, 28.51763604571953, 92.66666666666666, 'Low Risk'),
(32930, 91, 17, '04:45.8', 36.63391755344514, 95.01734083749454, 134, 71, 86, 'Female', 98.67363730598805, 1.8192787924004485, 0.079217566, 63, 29.812790184345612, 92, 'High Risk'),
(32931, 61, 18, '03:45.8', 37.34341389291487, 95.91938405897824, 131, 73, 34, 'Male', 88.30687460942082, 1.8806296281207517, 0.1123701944333168, 58, 24.96824209246155, 92.33333333333333, 'Low Risk'),
(32932, 81, 17, '02:45.8', 37.28426792, 99.36746669619092, 138, 86, 44, 'Male', 85.39507694116891, 1.847524704996391, 0.064350429, 52, 25.01798485247374, 103.33333333333333, 'Low Risk'),
(32933, 66, 18, '01:45.8', 36.25111662398435, 98.08782305650325, 129, 88, 36, 'Female', 58.84394743455895, 1.8425078327490838, 0.14866647477912912, 41, 17.333374217901916, 101.66666666666667, 'High Risk'),
(32934, 93, 19, '00:45.8', 37.22193508083248, 99.82401131944756, 127, 88, 74, 'Female', 52.480107027711625, 1.6569776032270984, 0.1499665123908015, 39, 19.11443369015013, 101, 'High Risk'),
(32935, 97, 13, '59:45.8', 36.55913740632318, 95.75687403046909, 133, 84, 66, 'Male', 51.70697782062803, 1.930508984993885, 0.052301116, 49, 13.874121718181211, 100.33333333333333, 'High Risk'),
(32936, 78, 16, '58:45.8', 37.204504403522996, 95.01294545711774, 139, 80, 58, 'Male', 84.19937254093492, 1.9217162126810685, 0.14224555877238187, 59, 22.799763750846456, 99.66666666666666, 'Low Risk'),
(32937, 85, 17, '57:45.8', 37.07620260804575, 95.63568719, 135, 85, 64, 'Female', 55.848173239812205, 1.8363702958530461, 0.1074978595486134, 50, 16.56107232088576, 101.66666666666666, 'High Risk'),
(32938, 70, 14, '56:45.8', 36.55119185210771, 99.79197487261227, 136, 87, 30, 'Male', 50.67237352950767, 1.571929449, 0.089999989, 49, 20.50714238444276, 103.33333333333333, 'Low Risk'),
(32939, 67, 19, '55:45.8', 36.61482390160695, 95.36409825575167, 119, 81, 24, 'Female', 75.20918877696404, 1.6170457805265053, 0.075169606, 38, 28.76247626796713, 93.66666666666667, 'Low Risk'),
(32940, 73, 18, '54:45.8', 37.28170603735114, 95.01985187139381, 134, 85, 83, 'Female', 51.48668765673832, 1.5277919177153096, 0.055720089252039286, 49, 22.058020521404792, 101.33333333333333, 'Low Risk'),
(32941, 97, 14, '53:45.8', 37.49821744205413, 96.34886987645048, 135, 81, 39, 'Male', 72.58229844353261, 1.8318202246546045, 0.13724051063641174, 54, 21.630423248403257, 99, 'High Risk'),
(32942, 77, 12, '52:45.8', 37.02262463, 96.91470547023313, 119, 78, 36, 'Male', 87.06092687306048, 1.5301097659202103, 0.084111163, 41, 37.18588418645255, 91.66666666666667, 'High Risk'),
(32943, 60, 19, '51:45.8', 36.229261683380855, 99.65253893119264, 129, 72, 70, 'Female', 70.54104817385861, 1.6302709940857218, 0.099732101, 57, 26.541306994383387, 91, 'Low Risk'),
(32944, 77, 15, '50:45.8', 37.07129662782953, 99.57933358, 123, 83, 21, 'Female', 95.93108702634726, 1.8632464908342696, 0.070196517, 40, 27.632408569055272, 96.33333333333333, 'Low Risk'),
(32945, 91, 16, '49:45.8', 36.65653661786295, 98.30416252477526, 137, 70, 49, 'Male', 72.14507365285763, 1.5399791421854314, 0.11604376228072368, 67, 30.421246400501488, 92.33333333333333, 'High Risk'),
(32946, 85, 12, '48:45.8', 36.171108046243916, 98.26099710871644, 120, 84, 36, 'Female', 84.73697726471326, 1.5840911582112098, 0.060887596, 36, 33.76856673836146, 96, 'High Risk'),
(32947, 67, 19, '47:45.8', 37.41632819, 97.86944767, 123, 70, 62, 'Female', 94.59403954085903, 1.5387791490942582, 0.12473308122334191, 53, 39.94948510773835, 87.66666666666666, 'High Risk'),
(32948, 76, 15, '46:45.8', 36.318590593128725, 99.72843664332966, 120, 83, 44, 'Male', 71.03904823841188, 1.9010953827782417, 0.12381057971739358, 37, 19.65573643891825, 95.33333333333333, 'Low Risk'),
(32949, 83, 19, '45:45.8', 36.78433878673597, 99.77800042919634, 111, 84, 70, 'Male', 85.64458573277564, 1.778071806273884, 0.05914498, 27, 27.089520736076526, 93, 'Low Risk'),
(32950, 99, 18, '44:45.8', 37.08440973286788, 97.42840900589012, 119, 73, 74, 'Female', 95.86346365308623, 1.9424361636751084, 0.070502614, 46, 25.407363815356845, 88.33333333333333, 'High Risk'),
(32951, 96, 14, '43:45.8', 37.19327206, 96.61530119094807, 120, 76, 73, 'Female', 78.77201543084705, 1.8606717837959685, 0.1008349303373671, 44, 22.752672396129146, 90.66666666666667, 'High Risk'),
(32952, 66, 12, '42:45.8', 36.849990736754506, 97.03218914136689, 133, 83, 28, 'Female', 66.62263276, 1.6214528204825256, 0.085154512, 50, 25.340382025267445, 99.66666666666666, 'Low Risk'),
(32953, 82, 18, '41:45.8', 36.992374131401895, 98.15407552, 131, 78, 67, 'Male', 51.36323394033502, 1.560291642512993, 0.077693798, 53, 21.09797607558453, 95.66666666666666, 'Low Risk'),
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(33130, 97, 16, '44:45.8', 37.02728465888694, 99.66647891389799, 133, 84, 66, 'Male', 94.47309721188199, 1.709685977636295, 0.091467883, 49, 32.32030526526985, 100.33333333333333, 'High Risk'),
(33131, 95, 12, '43:45.8', 37.25069280966979, 98.38610145, 113, 74, 64, 'Male', 87.19178180521853, 1.5956045002261827, 0.088087817, 39, 34.24719824290704, 87, 'High Risk'),
(33132, 87, 17, '42:45.8', 37.277498053295886, 98.72657131341052, 128, 83, 78, 'Female', 52.586796267829286, 1.6388848311623057, 0.14764137418887485, 45, 19.578519230675575, 98, 'Low Risk'),
(33133, 98, 15, '41:45.8', 36.41457442397493, 95.17197695260774, 124, 75, 37, 'Male', 90.18587389631799, 1.799646500451466, 0.13814858796522644, 49, 27.8460825, 91.33333333333333, 'High Risk'),
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(33135, 87, 15, '39:45.8', 36.86296855005058, 96.69953169545218, 114, 77, 83, 'Female', 56.952987976676205, 1.997343875140853, 0.14940839040547443, 37, 14.276141027704302, 89.33333333333333, 'High Risk'),
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(33137, 95, 14, '37:45.8', 37.405854398883136, 97.61437513216778, 129, 82, 87, 'Male', 84.84073402996799, 1.6941449998836182, 0.059583474, 47, 29.55992043, 97.66666666666667, 'High Risk'),
(33138, 90, 19, '36:45.8', 37.03004474965401, 97.38120656279888, 119, 75, 67, 'Female', 54.52435614595535, 1.976457331219554, 0.1178078773560339, 44, 13.957757859560758, 89.66666666666667, 'High Risk'),
(33139, 92, 18, '35:45.8', 36.49624761063013, 98.31097480006285, 137, 84, 50, 'Female', 82.35330445311007, 1.8099024105089798, 0.060127595, 53, 25.14031489643696, 101.66666666666666, 'High Risk'),
(33140, 93, 13, '34:45.8', 36.07190674, 99.90466273454066, 124, 71, 86, 'Male', 95.74653249712672, 1.5305171321707676, 0.1162380881311575, 53, 40.87395515429177, 88.66666666666666, 'High Risk'),
(33141, 92, 15, '33:45.8', 37.49988110406086, 97.83191966407281, 126, 79, 19, 'Male', 50.78099929842119, 1.7737727857323553, 0.072693862, 47, 16.14006458, 94.66666666666667, 'High Risk'),
(33142, 74, 13, '32:45.8', 36.26228085948281, 95.49940478960431, 120, 82, 85, 'Female', 81.07120925729937, 1.7510921651763394, 0.07009487, 38, 26.439220158540103, 94.66666666666667, 'Low Risk'),
(33143, 64, 18, '31:45.8', 36.01589830967029, 96.56238944835525, 125, 88, 31, 'Female', 66.14708831373292, 1.845303909893588, 0.093280531, 37, 19.425621754533537, 100.33333333333333, 'Low Risk'),
(33144, 90, 16, '30:45.8', 37.0862659, 99.04735985522913, 134, 84, 55, 'Male', 70.00304317209861, 1.7865114468970245, 0.086984396, 50, 21.93336740724586, 100.66666666666666, 'Low Risk'),
(33145, 88, 18, '29:45.8', 37.13281517676774, 96.46273997818982, 117, 84, 33, 'Male', 78.60755766685517, 1.9620094048037404, 0.1141020480047975, 33, 20.420300714878508, 95, 'Low Risk'),
(33146, 88, 12, '28:45.8', 36.0183151, 96.32812134560899, 111, 89, 26, 'Male', 97.08734781, 1.8804463728711531, 0.110777551, 22, 27.45621912192864, 96.33333333333333, 'Low Risk'),
(33147, 74, 12, '27:45.8', 37.32479010191446, 95.65105260049505, 113, 77, 38, 'Female', 73.58504638, 1.6542845211808204, 0.063998277, 36, 26.88865975187661, 89, 'Low Risk'),
(33148, 65, 12, '26:45.8', 36.41534072755071, 95.45230344045463, 136, 72, 30, 'Male', 69.81287266052061, 1.5752511786436585, 0.076184454, 64, 28.13428498106395, 93.33333333333333, 'Low Risk'),
(33149, 93, 15, '25:45.8', 36.87630141375877, 95.94244711565243, 127, 77, 47, 'Male', 85.98362479, 1.6258065522453142, 0.14369464808246724, 50, 32.52954664206494, 93.66666666666666, 'High Risk'),
(33150, 72, 15, '24:45.8', 36.86077003284572, 97.46460683594482, 133, 88, 34, 'Male', 88.88460594, 1.6231003013562257, 0.10035819706228888, 45, 33.73928187312465, 103, 'High Risk'),
(33151, 90, 17, '23:45.8', 36.74437005457993, 98.75235317, 124, 86, 45, 'Male', 81.59041080319727, 1.727661460301694, 0.13680848566399914, 38, 27.335173141236005, 98.66666666666667, 'Low Risk'),
(33152, 77, 19, '22:45.8', 36.89614292093689, 98.15606316, 121, 78, 52, 'Male', 91.39290778139272, 1.707858836776181, 0.14173085856601148, 43, 31.333474304551835, 92.33333333333333, 'High Risk'),
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(33156, 87, 15, '18:45.8', 37.00019894906727, 96.61862027417551, 112, 82, 84, 'Female', 57.08972646695887, 1.9502398746561997, 0.094153101, 30, 15.010041694090402, 92, 'High Risk'),
(33157, 95, 18, '17:45.8', 36.938562910931125, 99.87103273882923, 129, 77, 29, 'Female', 58.36749634091457, 1.839053915217355, 0.074169283, 52, 17.257669263123006, 94.33333333333333, 'High Risk'),
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(33161, 62, 14, '13:45.8', 37.081455124908025, 97.74485641890104, 114, 78, 83, 'Female', 80.18291518425343, 1.7422554799813597, 0.1389401077546384, 36, 26.41545911193389, 90, 'Low Risk'),
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(33163, 65, 17, '11:45.8', 37.02697059890218, 99.98024281767567, 116, 88, 22, 'Female', 66.15930990606348, 1.9483461654883703, 0.12171380241983563, 28, 17.428448372646933, 97.33333333333333, 'High Risk'),
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(33170, 73, 19, '04:45.8', 36.29489678292297, 97.71254217286041, 118, 84, 21, 'Female', 50.17705098405978, 1.8640471013942046, 0.1235918742509546, 34, 14.440803855737567, 95.33333333333333, 'High Risk'),
(33171, 66, 16, '03:45.8', 36.02316084187071, 97.42716943290354, 119, 73, 33, 'Male', 83.97918365, 1.8291635887190683, 0.1141774593450741, 46, 25.09958571039941, 88.33333333333333, 'Low Risk'),
(33172, 63, 16, '02:45.8', 37.28988442682101, 98.71346119297415, 120, 83, 85, 'Male', 55.499075673127386, 1.5817672515747456, 0.06477431, 37, 22.181994357921027, 95.33333333333333, 'Low Risk'),
(33173, 69, 12, '01:45.8', 37.06815873240519, 98.39581513, 134, 83, 79, 'Female', 72.07810678, 1.949408492, 0.084302804, 51, 18.966957180055832, 100, 'Low Risk'),
(33174, 88, 16, '00:45.8', 36.67538159, 99.19181382442962, 118, 76, 78, 'Male', 97.86038671123094, 1.5631823371272313, 0.092780277, 42, 40.04862863, 90, 'High Risk'),
(33175, 73, 16, '59:45.8', 37.05050746645928, 97.28574182644306, 124, 77, 62, 'Male', 58.53226065503468, 1.900415660056777, 0.13358222147102738, 47, 16.20683075695164, 92.66666666666667, 'High Risk'),
(33176, 96, 13, '58:45.8', 36.60396874084964, 97.14437857509616, 115, 77, 47, 'Female', 87.01972677451619, 1.7843383211406696, 0.072235762, 38, 27.331490110496684, 89.66666666666667, 'High Risk'),
(33177, 70, 19, '57:45.8', 36.75635310770534, 96.96384611, 137, 87, 63, 'Male', 52.53749824, 1.806357289561116, 0.11705956532083207, 50, 16.10134206223542, 103.66666666666666, 'High Risk'),
(33178, 91, 16, '56:45.8', 37.386005879399534, 95.74003464613176, 130, 70, 64, 'Female', 74.79238212482652, 1.7913459029371648, 0.14410235857438886, 60, 23.307648295759893, 90, 'High Risk'),
(33179, 72, 15, '55:45.8', 36.905126714726606, 99.01894562249804, 134, 85, 72, 'Female', 56.62369736471141, 1.7013295721620205, 0.11856950234563092, 49, 19.562363402137226, 101.33333333333333, 'Low Risk'),
(33180, 99, 16, '54:45.8', 36.70912866562244, 95.01814830241646, 118, 87, 34, 'Male', 90.74023807705531, 1.9444057821100247, 0.08600561, 31, 24.00082148110455, 97.33333333333333, 'High Risk'),
(33181, 62, 19, '53:45.8', 37.38880744343977, 97.85670170410235, 135, 84, 52, 'Male', 64.71669010787473, 1.5934243471759666, 0.1376527000150427, 51, 25.489035364738278, 101, 'Low Risk'),
(33182, 88, 12, '52:45.8', 36.89328959, 97.20379587654185, 137, 77, 82, 'Male', 50.26551067651369, 1.8863030792832571, 0.11596540524438184, 60, 14.12690913445894, 97, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(33184, 80, 14, '50:45.8', 36.83173755413453, 97.09225134, 130, 70, 51, 'Female', 90.97637214062928, 1.5656069213559038, 0.083178234, 60, 37.11616949179703, 90, 'High Risk'),
(33185, 70, 18, '49:45.8', 36.26754798766153, 99.03541466790745, 114, 75, 33, 'Female', 96.43288892160368, 1.6021008030600923, 0.078206, 39, 37.57037252269958, 88, 'High Risk'),
(33186, 72, 12, '48:45.8', 37.262559295874375, 99.26045519391957, 126, 83, 42, 'Male', 70.75165812532589, 1.6608781904293548, 0.056989864, 43, 25.648446049816254, 97.33333333333333, 'Low Risk'),
(33187, 91, 12, '47:45.8', 36.28454001815683, 99.70305295042009, 128, 79, 72, 'Female', 97.10502213712694, 1.8396839281458988, 0.079987497, 49, 28.69163273, 95.33333333333333, 'High Risk'),
(33188, 67, 12, '46:45.8', 36.94547673481452, 99.88180790032987, 123, 77, 87, 'Female', 99.23601009654612, 1.8217288628003498, 0.11308665990027186, 46, 29.90210872421033, 92.33333333333333, 'Low Risk'),
(33189, 70, 17, '45:45.8', 36.05450784344911, 98.10308667, 130, 71, 88, 'Female', 80.93537696751403, 1.6753005762639406, 0.11798050883933205, 59, 28.83718861853887, 90.66666666666666, 'Low Risk'),
(33190, 61, 12, '44:45.8', 36.86444197019804, 95.08718103302508, 119, 72, 67, 'Female', 89.43458220024446, 1.768132897968616, 0.13392686543295657, 47, 28.607221130548208, 87.66666666666667, 'Low Risk'),
(33191, 81, 14, '43:45.8', 36.62784243502375, 99.33153703907938, 118, 81, 35, 'Female', 94.07761159666023, 1.9008927706780872, 0.087286716, 37, 26.035807098474834, 93.33333333333333, 'Low Risk'),
(33192, 88, 13, '42:45.8', 36.381276410037984, 95.23867367870267, 113, 73, 64, 'Male', 93.97785416163246, 1.588110030398591, 0.079418449, 40, 37.26184430898136, 86.33333333333333, 'High Risk'),
(33193, 60, 18, '41:45.8', 37.26472811926266, 95.80847755768845, 124, 75, 31, 'Female', 71.33989974394451, 1.9511150331145337, 0.086730394, 49, 18.739877361676893, 91.33333333333333, 'Low Risk'),
(33194, 71, 12, '40:45.8', 37.11192184840121, 96.27003492411163, 116, 85, 42, 'Male', 63.95404883765053, 1.6274253314597105, 0.065053638, 31, 24.147151167233773, 95.33333333333333, 'Low Risk'),
(33195, 95, 16, '39:45.8', 37.266731866534556, 95.44947856220344, 125, 79, 77, 'Male', 78.04085140165466, 1.5432780328447775, 0.053195195, 46, 32.766771295564666, 94.33333333333333, 'High Risk'),
(33196, 65, 15, '38:45.8', 36.191542191036866, 95.62591867749278, 138, 71, 76, 'Male', 76.84156865178406, 1.6070428414777793, 0.079478137, 67, 29.753722815982172, 93.33333333333333, 'Low Risk'),
(33197, 98, 13, '37:45.8', 36.07636760772282, 97.74169158343798, 123, 80, 75, 'Female', 70.47572549017329, 1.665982601388497, 0.10922767583154525, 43, 25.39210072423551, 94.33333333333333, 'High Risk'),
(33198, 62, 12, '36:45.8', 37.20396702980642, 96.43759221815222, 138, 80, 59, 'Male', 61.02372990915778, 1.5971974921742282, 0.11534633574886154, 58, 23.921120013596987, 99.33333333333333, 'Low Risk'),
(33199, 60, 18, '35:45.8', 37.440380572107635, 95.67779927907367, 134, 75, 37, 'Female', 62.73399984262292, 1.7441887033240842, 0.088026057, 59, 20.62129997032247, 94.66666666666666, 'Low Risk'),
(33200, 71, 16, '34:45.8', 36.53103614593914, 99.86665219288952, 133, 73, 49, 'Female', 80.90215802068991, 1.8493489599756479, 0.11366719372965836, 60, 23.654968362255307, 93, 'Low Risk'),
(33201, 75, 14, '33:45.8', 36.87032655283452, 96.61169275990555, 118, 77, 63, 'Female', 59.19850682998804, 1.871824741235448, 0.06293979, 41, 16.895863252880158, 90.66666666666667, 'High Risk'),
(33202, 93, 12, '32:45.8', 37.22368018632221, 95.94704699220513, 136, 70, 61, 'Female', 59.03542270164826, 1.7842398427317914, 0.05455738, 66, 18.54411923262891, 92, 'High Risk'),
(33203, 81, 14, '31:45.8', 36.37076162626582, 98.03258373198392, 120, 82, 68, 'Male', 76.69706635637257, 1.730120598660099, 0.117079924, 38, 25.62276532, 94.66666666666667, 'Low Risk'),
(33204, 95, 14, '30:45.8', 36.18317802288734, 96.74951543718426, 134, 87, 75, 'Female', 86.81517171, 1.5176448074637843, 0.11919711506646669, 47, 37.6925351, 102.66666666666667, 'High Risk'),
(33205, 86, 19, '29:45.8', 37.222542194927094, 99.90006232681714, 131, 72, 65, 'Female', 53.80357722258652, 1.9011131385502407, 0.065636332, 59, 14.886589915763114, 91.66666666666666, 'High Risk'),
(33206, 79, 19, '28:45.8', 37.46274588309918, 95.04093718, 131, 87, 79, 'Male', 95.48081187432595, 1.9421182398041672, 0.14414760872750618, 44, 25.314232761968892, 101.66666666666667, 'Low Risk'),
(33207, 65, 18, '27:45.8', 36.20668087434311, 97.73252161799378, 123, 78, 40, 'Female', 65.37328975043431, 1.5264983162623045, 0.083615139, 45, 28.054832564363057, 93, 'Low Risk'),
(33208, 65, 19, '26:45.8', 37.27308846402982, 95.98842108711212, 120, 86, 45, 'Male', 65.46559355, 1.9159010443322115, 0.094397693, 34, 17.834747352426827, 97.33333333333333, 'High Risk'),
(33209, 81, 12, '25:45.8', 37.36645943, 96.17113375966123, 129, 78, 54, 'Female', 94.33948498845194, 1.6634416069408937, 0.056064086339781674, 51, 34.094033287757206, 95, 'High Risk'),
(33210, 95, 18, '24:45.8', 37.08211158079394, 99.59763961341467, 123, 78, 47, 'Male', 55.93810416542276, 1.9184419972034632, 0.11843143496039217, 45, 15.19883838698664, 93, 'High Risk'),
(33211, 84, 14, '23:45.8', 36.714224002953074, 99.50850753016104, 114, 72, 85, 'Male', 99.32303152538023, 1.8056246027909486, 0.050033043, 42, 30.464569068750265, 86, 'High Risk'),
(33212, 79, 16, '22:45.8', 36.68815196264168, 95.69416642126208, 115, 79, 81, 'Female', 77.40938730942983, 1.9096587175698398, 0.11242620407406954, 36, 21.226681844931676, 91, 'Low Risk'),
(33213, 88, 16, '21:45.8', 36.790137311254846, 98.10548040843535, 126, 87, 20, 'Female', 60.34396612843365, 1.6066274564816867, 0.10984283866120151, 39, 23.377791544524833, 100, 'Low Risk'),
(33214, 92, 15, '20:45.8', 36.899297246751026, 98.12077438885862, 120, 72, 41, 'Male', 65.91271775569989, 1.8798994798608581, 0.062661199, 48, 18.65090730658795, 88, 'High Risk'),
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(33392, 64, 14, '22:45.8', 37.434824069669624, 96.85873893471464, 128, 72, 24, 'Female', 81.49342731199732, 1.7795115561858161, 0.1213885499395817, 56, 25.73480949455204, 90.66666666666666, 'Low Risk'),
(33393, 70, 15, '21:45.8', 36.175016604824854, 97.66750490996981, 134, 72, 71, 'Male', 64.04032202, 1.7650778274154657, 0.087911106, 62, 20.555393172327058, 92.66666666666666, 'Low Risk'),
(33394, 72, 15, '20:45.8', 36.43117473170853, 99.82530560476278, 111, 78, 61, 'Female', 85.41134984211875, 1.8490475286820196, 0.1117885507304367, 33, 24.981553182319082, 89, 'Low Risk'),
(33395, 88, 17, '19:45.8', 36.245704933626705, 97.52779285754957, 135, 80, 70, 'Male', 88.38415253912251, 1.7358892824610108, 0.062539485, 55, 29.331235611636192, 98.33333333333333, 'Low Risk'),
(33396, 77, 18, '18:45.8', 36.63996790195612, 98.44631311525359, 133, 85, 25, 'Female', 97.18543979548825, 1.5632426936901629, 0.092995139, 48, 39.76934051405579, 101, 'High Risk'),
(33397, 70, 12, '17:45.8', 37.17168002038293, 98.58255315, 130, 76, 34, 'Female', 95.37316329299468, 1.9749997769267194, 0.10887030315275412, 54, 24.450744390324406, 94, 'Low Risk'),
(33398, 81, 12, '16:45.8', 36.357300150923244, 99.06160672178062, 133, 79, 65, 'Male', 96.19202019380907, 1.56933034, 0.073580419, 54, 39.05802720696143, 97, 'High Risk'),
(33399, 62, 17, '15:45.8', 36.65213544814249, 96.12068012, 130, 80, 89, 'Male', 50.987862047243645, 1.605653362701983, 0.06557551, 50, 19.77712760871896, 96.66666666666666, 'Low Risk'),
(33400, 95, 13, '14:45.8', 37.17085887853032, 99.51045828390103, 137, 85, 43, 'Female', 87.00110655175317, 1.5029363909478097, 0.061733083114336174, 52, 38.516212655697224, 102.33333333333333, 'High Risk'),
(33401, 92, 16, '13:45.8', 36.23575065037405, 97.65282272436981, 133, 88, 26, 'Male', 64.96608774876304, 1.9016932484241273, 0.12884649536381854, 45, 17.964113285121357, 103, 'High Risk'),
(33402, 61, 12, '12:45.8', 37.00890938074835, 98.07650001845384, 133, 74, 51, 'Female', 86.92386876218268, 1.816071546752517, 0.10773038008476318, 59, 26.35561404598951, 93.66666666666666, 'Low Risk'),
(33403, 66, 13, '11:45.8', 36.013391935344025, 98.42454418185528, 120, 87, 68, 'Male', 90.64790537442195, 1.6226773527807221, 0.053920958, 33, 34.42654371, 98, 'High Risk'),
(33404, 87, 12, '10:45.8', 36.235705910746496, 97.35983441647869, 117, 78, 80, 'Male', 83.54385673173026, 1.5403798899781471, 0.098622056, 39, 35.20941747324331, 91, 'High Risk'),
(33405, 83, 12, '09:45.8', 36.35434439, 97.68926376742714, 126, 82, 54, 'Male', 85.94859038827401, 1.916447664, 0.11081408384627889, 44, 23.40156115542316, 96.66666666666667, 'Low Risk'),
(33406, 87, 15, '08:45.8', 36.29710453712795, 99.39621446826821, 119, 85, 38, 'Female', 57.53858066851076, 1.9126983011189407, 0.1316247798144261, 34, 15.727735632502904, 96.33333333333333, 'High Risk'),
(33407, 76, 19, '07:45.8', 36.362646859819044, 98.05333581389863, 121, 87, 30, 'Male', 58.94900253222243, 1.8565628164165648, 0.060571178, 34, 17.102404134181715, 98.33333333333333, 'High Risk'),
(33408, 82, 14, '06:45.8', 37.485858215866216, 99.98256235297319, 117, 71, 80, 'Female', 93.52770986502395, 1.7032555645962792, 0.1250508580968206, 46, 32.23893356736438, 86.33333333333333, 'High Risk'),
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(33411, 78, 15, '03:45.8', 37.148068889515784, 99.11641364704035, 119, 76, 45, 'Female', 56.089613278226636, 1.9704670131148327, 0.13707052906426653, 43, 14.445883492076474, 90.33333333333333, 'High Risk'),
(33412, 76, 16, '02:45.8', 37.19308709490998, 96.72028250014438, 123, 75, 43, 'Male', 94.80328029043449, 1.7248469119946854, 0.061842122, 48, 31.865611251927643, 91, 'High Risk'),
(33413, 68, 17, '01:45.8', 36.17513878235192, 99.64813867, 111, 87, 32, 'Male', 83.97171269, 1.9685032427872353, 0.13285336622804933, 24, 21.670091349274617, 95, 'Low Risk'),
(33414, 77, 17, '00:45.8', 36.87620401838265, 97.69301538155335, 117, 72, 40, 'Female', 53.66152839770163, 1.9910582412540885, 0.10366836945352864, 45, 13.536148502830757, 87, 'High Risk'),
(33415, 88, 15, '59:45.8', 36.477326147667334, 97.41077277755345, 120, 87, 61, 'Male', 74.06037089560786, 1.5282827866822815, 0.10880897646496909, 33, 31.708700173060027, 98, 'High Risk'),
(33416, 95, 12, '58:45.8', 36.15541509991456, 99.48819023519525, 111, 77, 79, 'Male', 91.63397940211041, 1.8966455862113907, 0.12089772288301392, 34, 25.473239434948617, 88.33333333333333, 'High Risk'),
(33417, 86, 16, '57:45.8', 36.91182896395827, 95.12419309015958, 118, 70, 65, 'Male', 81.08719471449716, 1.8270340950107433, 0.13683075259777533, 48, 24.291759453804787, 86, 'Low Risk'),
(33418, 68, 12, '56:45.8', 36.04663221, 99.77099625770937, 128, 89, 29, 'Male', 79.04975573233786, 1.7363457987757556, 0.096365754, 39, 26.21972250957109, 102, 'Low Risk'),
(33419, 94, 18, '55:45.8', 36.296310078061964, 96.80213964974247, 137, 89, 44, 'Female', 51.30545947662461, 1.8370295485412824, 0.053614070458919694, 48, 15.203070080262197, 105, 'High Risk'),
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(33424, 84, 12, '50:45.8', 37.43201931332457, 98.62867572246245, 121, 77, 65, 'Male', 73.53625926528738, 1.8733212941259298, 0.1366798921167205, 44, 20.954485128306587, 91.66666666666667, 'Low Risk'),
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(33431, 99, 17, '43:45.8', 36.163027067119394, 96.36367514715876, 111, 83, 32, 'Male', 95.53117237857424, 1.789712550673006, 0.060343755, 28, 29.824868683815673, 92.33333333333333, 'High Risk'),
(33432, 61, 16, '42:45.8', 36.37024774347649, 99.88898580459502, 120, 73, 73, 'Male', 54.218487774698445, 1.9593584240189168, 0.1174153271406579, 47, 14.122761451911908, 88.66666666666667, 'High Risk'),
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(33434, 75, 13, '40:45.8', 36.26169535229986, 95.48443543552175, 114, 88, 35, 'Male', 59.02182032407425, 1.5204468664697266, 0.065064266, 26, 25.531133934554763, 96.66666666666667, 'Low Risk'),
(33435, 94, 12, '39:45.8', 36.318277273688174, 99.06358186, 111, 84, 85, 'Female', 73.68936569625492, 1.7130990574043892, 0.077669011, 27, 25.109604138659652, 93, 'High Risk'),
(33436, 78, 17, '38:45.8', 36.41079455299956, 96.78578037641837, 126, 83, 37, 'Male', 95.47588760477136, 1.6831784733980233, 0.11141198625344167, 43, 33.70026905049557, 97.33333333333333, 'High Risk'),
(33437, 92, 13, '37:45.8', 37.42226823214832, 98.00829439122556, 122, 88, 67, 'Female', 87.88723291759226, 1.8824329135539037, 0.096205084, 34, 24.80200415, 99.33333333333333, 'High Risk'),
(33438, 94, 13, '36:45.8', 36.53155430021063, 99.71149818, 135, 86, 42, 'Male', 77.40583989169488, 1.7917966684399997, 0.062066680868022306, 49, 24.109948227884914, 102.33333333333333, 'High Risk'),
(33439, 89, 16, '35:45.8', 36.63821653985816, 96.59415405331107, 138, 74, 88, 'Male', 71.78706099186431, 1.8453780967518316, 0.065499858, 64, 21.080235109558206, 95.33333333333333, 'Low Risk'),
(33440, 92, 19, '34:45.8', 37.475385836975484, 99.97570911621384, 135, 75, 78, 'Male', 99.43912413892751, 1.6370443726866757, 0.082991422, 60, 37.10533764078222, 95, 'High Risk'),
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(33443, 83, 18, '31:45.8', 36.28852332729312, 96.06437429365559, 126, 71, 75, 'Male', 69.87910820542952, 1.9668020266181268, 0.076834575, 55, 18.06450475204813, 89.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(33447, 92, 17, '27:45.8', 37.042875954533066, 98.18684588, 125, 76, 34, 'Female', 89.76693553438881, 1.5639289698062597, 0.1371769670029686, 49, 36.70137629544277, 92.33333333333333, 'High Risk'),
(33448, 84, 12, '26:45.8', 36.72930974932463, 96.65910071941893, 129, 80, 74, 'Male', 54.06447258, 1.6157281034179722, 0.085892132, 49, 20.70977652694122, 96.33333333333333, 'Low Risk'),
(33449, 96, 17, '25:45.8', 36.206535990002465, 99.26625045281276, 132, 75, 85, 'Male', 98.76533942787962, 1.5732598706354095, 0.13993428499339228, 57, 39.90282377932965, 94, 'High Risk'),
(33450, 65, 15, '24:45.8', 36.109256161463954, 96.84557203418461, 139, 86, 31, 'Male', 63.450785407099765, 1.9330934392958619, 0.13598945561464837, 53, 16.979750657969646, 103.66666666666666, 'High Risk'),
(33451, 89, 14, '23:45.8', 37.46768655448497, 98.99796329236571, 138, 79, 23, 'Male', 96.23092722169709, 1.9425430144566995, 0.13759332100721386, 59, 25.501949520804597, 98.66666666666666, 'Low Risk'),
(33452, 79, 17, '22:45.8', 37.15551588596869, 97.40231045533697, 122, 82, 81, 'Female', 68.80965242010676, 1.5967003688015258, 0.11330954490523364, 40, 26.98997690172263, 95.33333333333333, 'Low Risk'),
(33453, 82, 18, '21:45.8', 36.83339939117143, 97.95848426105225, 111, 78, 63, 'Female', 78.93580656447195, 1.7569665703617852, 0.10103635387029922, 33, 25.57096126476474, 89, 'Low Risk'),
(33454, 85, 15, '20:45.8', 37.45201706939528, 98.96753571, 125, 86, 41, 'Male', 55.42326397978646, 1.875807630272798, 0.11116590084438648, 39, 15.751267329286321, 99, 'High Risk'),
(33455, 71, 14, '19:45.8', 37.22562586709103, 98.96558220428928, 117, 87, 45, 'Male', 88.05548570102978, 1.7632231108533103, 0.066703538, 30, 28.323171219975187, 97, 'Low Risk'),
(33456, 62, 19, '18:45.8', 36.87821908303497, 99.27913256340379, 117, 75, 54, 'Male', 83.68645433412107, 1.8678954098234217, 0.069606851, 42, 23.985570801123487, 89, 'Low Risk'),
(33457, 75, 14, '17:45.8', 36.91864441388557, 98.98931626105522, 131, 82, 80, 'Male', 89.48566590086324, 1.6834434109544807, 0.12433932536363294, 49, 31.575950309098328, 98.33333333333333, 'High Risk'),
(33458, 92, 16, '16:45.8', 36.85192760516687, 96.32502149496543, 138, 86, 55, 'Female', 75.49092215393122, 1.7031997609536225, 0.098811836, 52, 26.023371137419407, 103.33333333333333, 'High Risk'),
(33459, 75, 14, '15:45.8', 36.650326879650116, 95.40392756224742, 130, 85, 64, 'Female', 84.42329742107852, 1.812213777997481, 0.059614176, 45, 25.706529863692907, 100, 'Low Risk'),
(33460, 92, 13, '14:45.8', 36.72812111554592, 98.64258540977993, 116, 80, 78, 'Female', 90.00906469401349, 1.822423119191464, 0.1054789663306129, 36, 27.101156020888702, 92, 'High Risk'),
(33461, 62, 17, '13:45.8', 36.02847314046839, 99.99849423774472, 134, 77, 78, 'Female', 74.81749611083826, 1.8750229259223747, 0.1326908124942633, 57, 21.280900702894122, 96, 'Low Risk'),
(33462, 75, 18, '12:45.8', 36.76663420061388, 95.04298068, 136, 74, 60, 'Female', 92.15158932281282, 1.6703646291880954, 0.088537035, 62, 33.027846673996955, 94.66666666666666, 'High Risk'),
(33463, 82, 12, '11:45.8', 36.721025579028684, 97.69366849467788, 126, 78, 30, 'Female', 94.31392699503895, 1.8696040606747655, 0.063103499, 48, 26.98214941370451, 94, 'Low Risk'),
(33464, 75, 17, '10:45.8', 36.633075576577454, 98.46166988, 134, 74, 82, 'Female', 66.46600049431626, 1.6213120681779265, 0.13470201959434197, 60, 25.28519549156044, 94, 'Low Risk'),
(33465, 98, 17, '09:45.8', 36.039486292210945, 95.56567797788647, 112, 76, 83, 'Female', 56.02999711014008, 1.5931905759782174, 0.068518035, 36, 22.074208607786503, 88, 'High Risk'),
(33466, 98, 16, '08:45.8', 36.777762376348086, 96.18230112570009, 131, 84, 68, 'Female', 52.51423709146167, 1.683724090391173, 0.085440646, 47, 18.524018630298894, 99.66666666666667, 'High Risk'),
(33467, 80, 17, '07:45.8', 36.88772033235291, 95.50348423948942, 124, 86, 23, 'Male', 65.33179587142897, 1.652765935227247, 0.13650698976027065, 38, 23.91673492673477, 98.66666666666667, 'Low Risk'),
(33468, 88, 15, '06:45.8', 37.12470510443376, 99.97651623170002, 125, 78, 74, 'Female', 66.87460440070188, 1.8452374262908497, 0.054414949772836146, 47, 19.64068889823255, 93.66666666666667, 'Low Risk'),
(33469, 67, 12, '05:45.8', 36.339973269871656, 99.98735815640175, 123, 79, 82, 'Female', 68.61739266812742, 1.8645155192060534, 0.060257992, 44, 19.737957366670116, 93.66666666666667, 'Low Risk'),
(33470, 62, 18, '04:45.8', 36.24068363198872, 98.48576605185866, 135, 86, 44, 'Male', 54.827278775863896, 1.6697946189669026, 0.12089693221412681, 49, 19.663941651757664, 102.33333333333333, 'Low Risk'),
(33471, 75, 18, '03:45.8', 36.78986470706126, 97.9672014, 110, 83, 74, 'Female', 85.33812089982118, 1.800309181622698, 0.10098860585189115, 27, 26.329880187829254, 92, 'Low Risk'),
(33472, 98, 18, '02:45.8', 36.19246817651755, 96.29996238365415, 127, 78, 56, 'Female', 56.24526907753127, 1.9950442468645542, 0.070865713, 49, 14.13126155, 94.33333333333333, 'High Risk'),
(33473, 65, 13, '01:45.8', 37.00619270411768, 96.55052499071665, 134, 85, 35, 'Male', 55.025778526432305, 1.9404933342278052, 0.11112907699396493, 49, 14.613084155521076, 101.33333333333333, 'High Risk'),
(33474, 98, 14, '00:45.8', 36.395090931856394, 97.24884187006658, 111, 88, 60, 'Female', 57.20166074890148, 1.5314158093488524, 0.10546643182809604, 23, 24.390594479301555, 95.66666666666667, 'High Risk'),
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(33653, 86, 15, '01:45.8', 36.88105845, 99.04708579410796, 122, 86, 33, 'Female', 91.69417201289929, 1.9265172176983474, 0.060243207, 36, 24.705630611498915, 98, 'Low Risk'),
(33654, 86, 12, '00:45.8', 37.43579867424747, 97.84885295736376, 127, 86, 31, 'Female', 68.75092337238905, 1.936962825002314, 0.085371218, 41, 18.32466163511859, 99.66666666666667, 'High Risk'),
(33655, 68, 14, '59:45.8', 36.40929065257998, 99.86567607571922, 136, 87, 25, 'Female', 84.27485440334836, 1.879683784680359, 0.055756691598106915, 49, 23.85219883365401, 103.33333333333333, 'Low Risk'),
(33656, 76, 14, '58:45.8', 36.888635994410244, 97.71638541497578, 120, 72, 45, 'Female', 79.75361524549452, 1.7489819211287518, 0.088073916, 48, 26.072323627188588, 88, 'Low Risk'),
(33657, 74, 12, '57:45.8', 37.01468090734789, 96.21351954, 116, 72, 28, 'Female', 56.066582428094904, 1.5713516751441334, 0.084846305, 44, 22.706871304123137, 86.66666666666667, 'Low Risk'),
(33658, 65, 14, '56:45.8', 36.24564800557313, 99.07631402090098, 114, 71, 62, 'Female', 55.208658519013845, 1.7866260420227285, 0.096947389, 43, 17.29576893302671, 85.33333333333333, 'High Risk'),
(33659, 69, 12, '55:45.8', 36.381288270515995, 99.79690665643419, 132, 89, 37, 'Male', 77.27915792131387, 1.9146253558861848, 0.1072489782313403, 43, 21.08117283840487, 103.33333333333333, 'Low Risk'),
(33660, 74, 16, '54:45.8', 36.65670354137384, 95.05146452, 115, 88, 64, 'Male', 51.37163080201353, 1.7748512113539905, 0.077749854, 27, 16.307952960679167, 97, 'High Risk'),
(33661, 87, 14, '53:45.8', 36.46218741223416, 98.06770889840881, 122, 81, 43, 'Male', 79.57775387, 1.8497123770357655, 0.071818369, 41, 23.258584031398993, 94.66666666666667, 'Low Risk'),
(33662, 79, 14, '52:45.8', 36.835287098137606, 98.23865072, 110, 76, 64, 'Female', 70.66620383390296, 1.8431934110517112, 0.10255311452192298, 34, 20.800316499270377, 87.33333333333333, 'Low Risk'),
(33663, 90, 15, '51:45.8', 36.44882739396455, 97.51823755822683, 129, 79, 78, 'Male', 92.52190226394677, 1.7978342723958871, 0.12961594503779533, 50, 28.624983364788775, 95.66666666666666, 'Low Risk'),
(33664, 69, 18, '50:45.8', 36.42872960137204, 97.63138211907446, 113, 85, 63, 'Female', 87.86422563015206, 1.573084842490184, 0.093508442, 28, 35.50649415552749, 94.33333333333333, 'High Risk'),
(33665, 95, 16, '49:45.8', 36.500292388531264, 95.83849300251799, 115, 71, 46, 'Male', 86.88255958641682, 1.635297429, 0.051765606, 44, 32.489206078855176, 85.66666666666667, 'High Risk'),
(33666, 69, 14, '48:45.8', 36.93837309685678, 97.14153643660829, 122, 76, 82, 'Male', 90.64639417894018, 1.7211184387784215, 0.094548563, 46, 30.600534918515365, 91.33333333333333, 'High Risk'),
(33667, 71, 14, '47:45.8', 36.98740940675315, 97.69508087375837, 121, 78, 72, 'Female', 65.56625305943918, 1.5433755039667358, 0.13849251680507552, 43, 27.52562314614003, 92.33333333333333, 'Low Risk'),
(33668, 98, 16, '46:45.8', 37.391397803009454, 97.32614441335359, 110, 88, 54, 'Female', 80.33875708264895, 1.7767941769592537, 0.066878983, 22, 25.447836395045957, 95.33333333333333, 'High Risk'),
(33669, 75, 12, '45:45.8', 37.32711913422438, 99.71145890309788, 134, 75, 58, 'Female', 71.03549447657275, 1.8703375770183632, 0.12184452560877566, 59, 20.306515603503787, 94.66666666666666, 'Low Risk'),
(33670, 74, 15, '44:45.8', 36.06844969927522, 96.10136397355843, 115, 86, 86, 'Female', 73.55990144611548, 1.8771102190189786, 0.14961936026858966, 29, 20.876687515104663, 95.66666666666667, 'Low Risk'),
(33671, 73, 13, '43:45.8', 36.28503100719458, 95.73580470157238, 129, 80, 35, 'Male', 74.73034713083837, 1.746392693079112, 0.055631485, 49, 24.50265743874788, 96.33333333333333, 'Low Risk'),
(33672, 85, 13, '42:45.8', 36.05451968304494, 99.62691692554571, 118, 74, 61, 'Female', 94.46459548691516, 1.7609944643086295, 0.099880015, 44, 30.46162642068015, 88.66666666666667, 'High Risk'),
(33673, 82, 13, '41:45.8', 36.86393609587334, 95.10331764962021, 133, 82, 20, 'Male', 52.932585769372366, 1.9581758311831563, 0.1159109285480427, 51, 13.804470021349031, 99, 'High Risk'),
(33674, 80, 13, '40:45.8', 37.032066104074524, 95.5990656, 110, 71, 82, 'Male', 77.23153544, 1.7854747903489807, 0.054309643, 39, 24.226307416924527, 84, 'Low Risk'),
(33675, 86, 18, '39:45.8', 37.10529277925268, 99.31212785448284, 128, 89, 53, 'Male', 51.353917250100324, 1.8273636705998086, 0.1490649091843065, 39, 15.378840894145876, 102, 'High Risk'),
(33676, 90, 12, '38:45.8', 36.50563287141019, 97.87362390495416, 123, 81, 50, 'Female', 57.37327333094716, 1.9051844568160397, 0.085736039, 42, 15.806494663830401, 95, 'High Risk'),
(33677, 91, 18, '37:45.8', 36.013052600565324, 95.42093725044334, 137, 76, 28, 'Female', 64.90243446836766, 1.6592675241237425, 0.066358864, 61, 23.573722190277422, 96.33333333333333, 'High Risk'),
(33678, 92, 17, '36:45.8', 37.401287950737206, 99.08614859276591, 125, 77, 25, 'Male', 91.23734804299505, 1.5520786671427915, 0.087099119, 48, 37.874350498538156, 93, 'High Risk'),
(33679, 67, 17, '35:45.8', 36.64517542698147, 97.97337160136259, 123, 71, 28, 'Male', 55.13296136306365, 1.8350741849293288, 0.1191752369973783, 52, 16.372087944742216, 88.33333333333333, 'High Risk'),
(33680, 87, 18, '34:45.8', 36.631658064527684, 96.00461413161278, 115, 82, 73, 'Female', 95.31206843, 1.6968442409481785, 0.08033875, 33, 33.10273954380982, 93, 'High Risk'),
(33681, 94, 15, '33:45.8', 36.19344040097575, 96.11775538321653, 130, 87, 53, 'Male', 77.20284641112613, 1.6468266078467364, 0.12663401482965875, 43, 28.466728685998945, 101.33333333333333, 'High Risk'),
(33682, 69, 14, '32:45.8', 37.35552006319911, 99.58163980955976, 133, 71, 63, 'Female', 82.56190758480096, 1.550186060732774, 0.057810902, 62, 34.356749146913764, 91.66666666666666, 'High Risk'),
(33683, 89, 16, '31:45.8', 36.17322026761072, 96.52448977711343, 133, 80, 20, 'Female', 60.066928380136574, 1.676773150823538, 0.067204163, 53, 21.364208200465015, 97.66666666666666, 'Low Risk'),
(33684, 79, 12, '30:45.8', 36.298557680093545, 99.05872074885784, 137, 89, 63, 'Male', 97.94705400283917, 1.7728136164412776, 0.062944503, 48, 31.164862891299368, 105, 'High Risk'),
(33685, 85, 17, '29:45.8', 37.10617126648021, 97.22237184060907, 131, 83, 66, 'Male', 70.72659866462428, 1.769197160399787, 0.1204538188098605, 48, 22.595934413849797, 99, 'Low Risk'),
(33686, 89, 13, '28:45.8', 36.40662483091616, 95.31481822794149, 132, 85, 87, 'Female', 88.59200529416768, 1.9087403326799133, 0.094116972, 47, 24.31648691708771, 100.66666666666667, 'Low Risk'),
(33687, 78, 14, '27:45.8', 37.42468360247555, 96.56630758138493, 126, 76, 48, 'Female', 64.13067193098239, 1.5532457698812425, 0.14660487681365686, 50, 26.58186397033283, 92.66666666666666, 'Low Risk'),
(33688, 85, 17, '26:45.8', 36.716911897672794, 95.85121535, 113, 89, 59, 'Male', 79.40839794093837, 1.9589601455839438, 0.13812279455617227, 24, 20.69260812730303, 97, 'Low Risk'),
(33689, 91, 14, '25:45.8', 37.43408758338617, 95.58232548121786, 117, 84, 43, 'Female', 88.27149215167609, 1.8609942479187382, 0.088629247, 33, 25.48768590118613, 95, 'High Risk'),
(33690, 99, 15, '24:45.8', 37.33249805, 96.69099192755301, 111, 88, 37, 'Male', 73.78369808211352, 1.5867491295784952, 0.071362569, 23, 29.30514543477541, 95.66666666666667, 'High Risk'),
(33691, 81, 13, '23:45.8', 37.13345858693937, 98.43259263317229, 129, 72, 31, 'Female', 86.99981145970706, 1.6031625423297347, 0.07560726, 57, 33.850352635017444, 91, 'High Risk'),
(33692, 62, 15, '22:45.8', 36.09948001996059, 98.56975237422685, 128, 70, 56, 'Male', 65.61175732988943, 1.8724370364387397, 0.12829161108252268, 58, 18.714025820448146, 89.33333333333333, 'Low Risk'),
(33693, 85, 14, '21:45.8', 36.11126323844048, 97.74236268250255, 138, 71, 26, 'Female', 99.18166367, 1.7710723436977256, 0.14060664184118182, 67, 31.619775792899507, 93.33333333333333, 'High Risk'),
(33694, 61, 13, '20:45.8', 36.59981169482724, 98.06284437567533, 126, 89, 56, 'Male', 53.48678175304756, 1.755509837714623, 0.10585661667878597, 37, 17.355611998869776, 101.33333333333333, 'High Risk'),
(33695, 94, 13, '19:45.8', 36.652806673239894, 96.76587524804727, 115, 86, 89, 'Female', 57.52007980768476, 1.9115570380769538, 0.088381172, 29, 15.741458089145475, 95.66666666666667, 'High Risk'),
(33696, 80, 13, '18:45.8', 36.62968086262533, 95.27338396437445, 120, 71, 38, 'Female', 93.14383153917495, 1.661150136, 0.13153174469031503, 49, 33.75486123161336, 87.33333333333333, 'High Risk'),
(33697, 66, 18, '17:45.8', 36.481542801976616, 99.71453005489083, 111, 85, 71, 'Male', 90.52042532598102, 1.6245137871698805, 0.069125711, 26, 34.30044724230871, 93.66666666666667, 'High Risk'),
(33698, 78, 13, '16:45.8', 36.21088724084688, 95.15809637352307, 110, 89, 46, 'Female', 70.95294336870964, 1.8779191255815917, 0.058067345331794376, 21, 20.119475099180274, 96, 'Low Risk'),
(33699, 75, 17, '15:45.8', 37.06630281602493, 96.55730036515232, 119, 71, 79, 'Female', 80.28694688009487, 1.6592912939243012, 0.13152258, 48, 29.16081609794378, 87, 'Low Risk'),
(33700, 84, 18, '14:45.8', 36.28535833944639, 98.96307989386143, 120, 72, 47, 'Male', 87.57189108280221, 1.8514351193271739, 0.071529728, 48, 25.547460320245502, 88, 'Low Risk'),
(33701, 90, 15, '13:45.8', 36.38536906885362, 97.31073906168677, 111, 85, 72, 'Male', 63.21443665185306, 1.5861682108836748, 0.12059789433329156, 26, 25.12567793, 93.66666666666667, 'Low Risk'),
(33702, 61, 16, '12:45.8', 37.45693568705099, 95.59739559759953, 139, 76, 51, 'Male', 67.48651394980075, 1.9189448046018471, 0.052706059808867625, 63, 18.32702738401717, 97, 'High Risk'),
(33703, 70, 16, '11:45.8', 36.05376634011603, 97.71824629887656, 120, 75, 75, 'Male', 60.40864209201993, 1.7117147728972477, 0.092592111, 45, 20.617512938047387, 90, 'Low Risk'),
(33704, 99, 16, '10:45.8', 36.86402720207267, 96.72697575735783, 122, 78, 42, 'Female', 76.59335243514447, 1.6135865532248608, 0.14550997927771736, 44, 29.417553138307035, 92.66666666666667, 'High Risk'),
(33705, 73, 12, '09:45.8', 37.30583829899804, 96.38322904, 113, 85, 39, 'Female', 59.31953656062579, 1.8812415146580053, 0.11786489131749424, 28, 16.76133635498263, 94.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(33706, 89, 17, '08:45.8', 37.109107212683035, 98.49013510655355, 128, 89, 21, 'Female', 53.60485071417496, 1.7979648850540666, 0.14313236102508387, 39, 16.58218208754298, 102, 'High Risk'),
(33707, 83, 18, '07:45.8', 37.44436382118586, 96.82709229493602, 130, 85, 46, 'Female', 66.50999187203571, 1.5219986633975526, 0.088836515, 45, 28.71166331767035, 100, 'Low Risk'),
(33708, 65, 15, '06:45.8', 36.02651361754233, 99.43493047078914, 136, 84, 31, 'Female', 79.46481725668465, 1.6971023351865784, 0.097424734, 52, 27.590452733689112, 101.33333333333333, 'Low Risk'),
(33709, 62, 17, '05:45.8', 36.169170214910906, 96.15905283239047, 117, 74, 34, 'Female', 64.00623389, 1.6957433709161664, 0.083699371, 43, 22.25881388662398, 88.33333333333333, 'Low Risk'),
(33710, 78, 16, '04:45.8', 36.79362165020121, 97.34425896, 116, 88, 64, 'Male', 94.12706708792973, 1.994506191380317, 0.085887262, 28, 23.66158042843582, 97.33333333333333, 'Low Risk'),
(33711, 92, 12, '03:45.8', 36.839689489724314, 98.84905433958828, 138, 87, 72, 'Female', 66.33296080915468, 1.5326720316487619, 0.11972906713920874, 51, 28.237803897112116, 104, 'High Risk'),
(33712, 85, 16, '02:45.8', 37.27184934595759, 98.94406042, 116, 79, 53, 'Female', 56.01056130643094, 1.992830768, 0.064176539, 37, 14.103570873748629, 91.33333333333333, 'High Risk'),
(33713, 65, 17, '01:45.8', 36.38737401412408, 96.39561614, 122, 80, 44, 'Female', 71.33150973048296, 1.7530073373557435, 0.058188952, 42, 23.212074095449665, 94, 'Low Risk'),
(33714, 75, 18, '00:45.8', 36.68998852, 98.93744987895747, 131, 72, 35, 'Male', 72.36639378726814, 1.7969635792896597, 0.11869751462524115, 59, 22.410852703945494, 91.66666666666666, 'Low Risk'),
(33715, 98, 15, '59:45.8', 36.763298792722686, 99.99852948040422, 112, 79, 25, 'Male', 87.80514361352414, 1.5495336748018627, 0.072255473, 33, 36.56940715624889, 90, 'High Risk'),
(33716, 98, 17, '58:45.8', 37.31604054327076, 99.68757557439882, 138, 84, 29, 'Male', 63.74288382807622, 1.5910226515364463, 0.055915606, 54, 25.18134842174658, 102, 'High Risk'),
(33717, 76, 17, '57:45.8', 37.18246276607651, 97.79028541432794, 127, 78, 41, 'Female', 53.635377517982185, 1.7865491987438942, 0.11646484091919225, 49, 16.804336937094092, 94.33333333333333, 'High Risk'),
(33718, 69, 13, '56:45.8', 36.09432468633453, 96.37760722692707, 115, 72, 19, 'Male', 76.38664773456507, 1.6386237432936608, 0.065885513, 43, 28.44847327848403, 86.33333333333333, 'Low Risk'),
(33719, 91, 19, '55:45.8', 36.68352684380025, 98.97440133333009, 122, 72, 18, 'Female', 83.55949122403001, 1.6638010026854742, 0.052367396, 50, 30.185128124747976, 88.66666666666666, 'High Risk'),
(33720, 83, 16, '54:45.8', 36.408975244359794, 97.17818283354988, 125, 79, 85, 'Male', 56.20872515322446, 1.7219644192610524, 0.1241311184974911, 46, 18.956379235570136, 94.33333333333333, 'Low Risk'),
(33721, 68, 19, '53:45.8', 36.07531855474619, 99.94630881292753, 117, 72, 72, 'Male', 58.25589703008619, 1.5237378445808032, 0.12242387279950893, 45, 25.091081767612106, 87, 'Low Risk'),
(33722, 95, 16, '52:45.8', 36.505378267104014, 97.35460445873908, 131, 78, 30, 'Male', 81.11122291566842, 1.7916564495638292, 0.075816892, 53, 25.268035290842178, 95.66666666666666, 'High Risk'),
(33723, 84, 13, '51:45.8', 37.47935396, 98.54610928457883, 126, 79, 47, 'Male', 72.23223468713479, 1.7566734429324218, 0.097058796, 47, 23.40717378538801, 94.66666666666667, 'Low Risk'),
(33724, 89, 19, '50:45.8', 37.30115023, 98.23278739209196, 118, 73, 20, 'Male', 64.68169435872558, 1.8609809581240546, 0.14746430265501756, 45, 18.67658759723704, 88, 'Low Risk'),
(33725, 69, 16, '49:45.8', 37.33795975332498, 98.09053303196153, 112, 80, 56, 'Male', 85.50878366371887, 1.729096488833741, 0.071419738, 32, 28.60041078934578, 90.66666666666667, 'Low Risk'),
(33726, 63, 19, '48:45.8', 37.040352067684154, 96.56261725956088, 124, 79, 51, 'Female', 75.92636858411201, 1.6447269441670636, 0.11889014352187077, 45, 28.067582933681464, 94, 'Low Risk'),
(33727, 70, 17, '47:45.8', 36.968383503861176, 97.34347923017683, 133, 86, 44, 'Male', 55.76902412054663, 1.917099182781826, 0.079583573, 47, 15.174132811240852, 101.66666666666667, 'High Risk'),
(33728, 71, 18, '46:45.8', 36.51454615997588, 95.28699410710767, 121, 71, 85, 'Female', 95.72704869426767, 1.801709793203132, 0.14691546238071362, 50, 29.489335829591656, 87.66666666666666, 'Low Risk'),
(33729, 70, 14, '45:45.8', 37.432974150663426, 99.88407521089142, 114, 70, 22, 'Female', 73.43171656773188, 1.7909981359367655, 0.079794642, 44, 22.89251001662801, 84.66666666666667, 'Low Risk'),
(33730, 97, 12, '44:45.8', 36.1738937, 99.97096981108399, 110, 78, 80, 'Female', 78.60608951445326, 1.6004333983934265, 0.069595166, 32, 30.688875828007056, 88.66666666666667, 'High Risk'),
(33731, 77, 17, '43:45.8', 36.30936556, 99.08871623586163, 121, 81, 64, 'Female', 80.07413348010431, 1.7490486720275045, 0.064027297, 40, 26.175106507589838, 94.33333333333333, 'Low Risk'),
(33732, 90, 19, '42:45.8', 37.46630584179879, 99.86821450569397, 135, 71, 36, 'Male', 93.22384814420693, 1.8530707153815427, 0.055113314, 64, 27.148325046391662, 92.33333333333333, 'Low Risk'),
(33733, 91, 19, '41:45.8', 37.21256388709018, 96.62690514, 128, 72, 45, 'Female', 74.51398822, 1.5547066940704835, 0.084871116, 56, 30.827682100512842, 90.66666666666666, 'High Risk'),
(33734, 93, 12, '40:45.8', 37.39628879460836, 95.48228916331863, 112, 79, 77, 'Female', 96.21629516952288, 1.7218049012908951, 0.13419434554497575, 33, 32.45493553162827, 90, 'High Risk'),
(33735, 98, 13, '39:45.8', 36.28338039996809, 98.52968661581842, 118, 77, 85, 'Male', 82.62789440762386, 1.664687166988527, 0.10812501795816448, 41, 29.816826805085984, 90.66666666666667, 'High Risk'),
(33736, 90, 17, '38:45.8', 36.17040083343913, 96.45435838262937, 118, 80, 50, 'Male', 93.79940800059418, 1.6842376572306672, 0.058663223, 38, 33.066890003217324, 92.66666666666667, 'High Risk'),
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(33915, 82, 17, '39:45.8', 36.65049061705277, 96.91762491212023, 113, 75, 55, 'Female', 90.24299147064539, 1.582080603767549, 0.096921494, 38, 36.054233832253054, 87.66666666666667, 'High Risk'),
(33916, 87, 16, '38:45.8', 36.15758391944268, 98.38015012541452, 117, 75, 19, 'Female', 53.474102592610194, 1.9704408265921127, 0.054926393, 42, 13.772624607661026, 89, 'High Risk'),
(33917, 93, 14, '37:45.8', 37.445710629712174, 97.62530863949675, 117, 75, 42, 'Female', 98.29525260391495, 1.9531716130583878, 0.09602429, 42, 25.766280813689054, 89, 'High Risk'),
(33918, 83, 15, '36:45.8', 36.30416305602726, 95.25089776, 125, 70, 46, 'Male', 65.30780872892763, 1.809319858751863, 0.066944227, 55, 19.949610103851143, 88.33333333333333, 'Low Risk'),
(33919, 96, 14, '35:45.8', 36.942536054000115, 98.63734896804647, 122, 76, 60, 'Female', 74.71459149, 1.981757276, 0.12323782159182275, 46, 19.02411679994511, 91.33333333333333, 'High Risk'),
(33920, 87, 17, '34:45.8', 36.98936893802475, 97.69668675006349, 130, 81, 22, 'Male', 74.48846926724407, 1.9733630146006533, 0.12358433821446307, 49, 19.128243036544486, 97.33333333333333, 'Low Risk'),
(33921, 86, 12, '33:45.8', 37.32453492044951, 95.76625782796555, 125, 87, 78, 'Female', 56.841147983111576, 1.615242351964562, 0.079229333, 38, 21.786499362791375, 99.66666666666667, 'Low Risk'),
(33922, 94, 19, '32:45.8', 36.70951303682059, 99.63696194276653, 128, 72, 66, 'Male', 58.422373103687015, 1.847272565, 0.12056102080135546, 56, 17.12053111526121, 90.66666666666666, 'High Risk'),
(33923, 62, 18, '31:45.8', 36.079591030188055, 97.31399981932324, 121, 76, 34, 'Female', 51.58180315562143, 1.8646821626639385, 0.084330708, 45, 14.834977327823552, 91, 'High Risk'),
(33924, 81, 12, '30:45.8', 36.400709861474375, 95.04368386249264, 110, 85, 45, 'Male', 66.32572942734902, 1.8809728803036037, 0.076167726, 25, 18.746360608756838, 93.33333333333333, 'Low Risk'),
(33925, 61, 18, '29:45.8', 36.85968907029414, 95.07856259152084, 139, 75, 83, 'Female', 71.26150680943792, 1.7642216014462815, 0.097220801, 64, 22.895426100191333, 96.33333333333333, 'Low Risk'),
(33926, 64, 15, '28:45.8', 36.55415253063437, 95.23325746531458, 126, 75, 83, 'Female', 65.83768705, 1.8034088539703115, 0.14664016279976244, 51, 20.243526483337888, 92, 'Low Risk'),
(33927, 97, 15, '27:45.8', 36.428813319869946, 96.92025611847085, 113, 71, 75, 'Female', 50.44647545258527, 1.7080368654499174, 0.098243418, 42, 17.29164650540356, 85, 'High Risk'),
(33928, 72, 12, '26:45.8', 37.221501750617385, 96.54997988841745, 124, 78, 63, 'Male', 52.73783353473417, 1.9103904323965375, 0.1350961719147672, 46, 14.450338354065435, 93.33333333333333, 'High Risk'),
(33929, 85, 13, '25:45.8', 37.23144410234773, 98.18264021356154, 111, 73, 41, 'Female', 99.65928622694513, 1.775304125751131, 0.13658770073499393, 38, 31.620755902865366, 85.66666666666667, 'High Risk'),
(33930, 64, 12, '24:45.8', 37.11473860436828, 99.01348493215625, 129, 82, 84, 'Male', 93.39772677800305, 1.6755934096937983, 0.12458954696756454, 47, 33.26588017753278, 97.66666666666667, 'High Risk'),
(33931, 91, 13, '23:45.8', 36.299552989860295, 97.76403413616568, 129, 89, 33, 'Male', 68.56729142027217, 1.8005873869611795, 0.12868292573947782, 40, 21.148939112195734, 102.33333333333333, 'High Risk'),
(33932, 60, 19, '22:45.8', 36.47898869975959, 99.23858039, 138, 71, 77, 'Male', 67.88774996635549, 1.7672827683098238, 0.097532109, 67, 21.73598516623838, 93.33333333333333, 'Low Risk'),
(33933, 65, 14, '21:45.8', 36.799966804713144, 99.87208538810191, 115, 86, 42, 'Female', 65.15343837361183, 1.5068130098293735, 0.086634429, 29, 28.695818540230807, 95.66666666666667, 'Low Risk'),
(33934, 85, 13, '20:45.8', 37.04868126559508, 99.00959850961185, 135, 78, 18, 'Male', 80.71740808688756, 1.7399630733326654, 0.12778236825538924, 57, 26.66165748499043, 97, 'Low Risk'),
(33935, 92, 12, '19:45.8', 36.64855868929216, 99.31225944481295, 129, 86, 25, 'Female', 58.61591712572308, 1.8716732847095718, 0.087661343, 43, 16.73229379267226, 100.33333333333333, 'High Risk'),
(33936, 72, 16, '18:45.8', 37.049951899756095, 98.0592954, 123, 74, 44, 'Female', 55.35635181477214, 1.969920988989268, 0.14840736512767316, 49, 14.264936599430886, 90.33333333333333, 'High Risk'),
(33937, 96, 16, '17:45.8', 36.00759417277439, 97.43447275608779, 110, 78, 33, 'Male', 85.11081275820226, 1.8491064874747984, 0.10627344620302323, 32, 24.892063098565124, 88.66666666666667, 'High Risk'),
(33938, 87, 17, '16:45.8', 37.314082505447814, 98.72471772, 128, 80, 41, 'Female', 55.69595124, 1.991531318040474, 0.058022666160569995, 48, 14.042658841893132, 96, 'High Risk'),
(33939, 89, 14, '15:45.8', 36.41212586953185, 95.49104178, 111, 81, 34, 'Female', 76.75804294070949, 1.608453107477615, 0.1320244598402095, 30, 29.669285319093188, 91, 'Low Risk'),
(33940, 75, 17, '14:45.8', 36.64947554633743, 99.55719246728296, 124, 78, 24, 'Male', 82.88699586535849, 1.5734550160855967, 0.1315357467866093, 46, 33.479405452634836, 93.33333333333333, 'High Risk'),
(33941, 71, 16, '13:45.8', 36.81300508, 95.90631736187504, 133, 77, 82, 'Male', 86.81735654418266, 1.6410944096849889, 0.072898864, 56, 32.23587224555288, 95.66666666666666, 'High Risk'),
(33942, 98, 15, '12:45.8', 36.76992547, 97.24302533062738, 118, 82, 44, 'Male', 82.75732905972187, 1.5743401723960764, 0.073010575, 36, 33.38945349039687, 94, 'High Risk'),
(33943, 99, 16, '11:45.8', 36.30773267162204, 96.08095069642434, 115, 89, 72, 'Female', 65.15056841841948, 1.9999696007978451, 0.087009754, 26, 16.28813724721876, 97.66666666666667, 'High Risk'),
(33944, 96, 16, '10:45.8', 37.25681867770322, 96.30205043386093, 113, 73, 54, 'Female', 71.58341324, 1.6809515787982123, 0.10022075560722332, 40, 25.333896723587998, 86.33333333333333, 'High Risk'),
(33945, 76, 13, '09:45.8', 37.152045522322595, 97.50165116143972, 113, 75, 23, 'Male', 65.50247992529675, 1.993584416512158, 0.070739125, 38, 16.481186821130233, 87.66666666666667, 'High Risk'),
(33946, 62, 14, '08:45.8', 37.27036759488877, 96.90102515356472, 118, 76, 37, 'Female', 70.68719585685133, 1.507746248443039, 0.083275618, 42, 31.094547457242232, 90, 'High Risk'),
(33947, 68, 13, '07:45.8', 36.61376177218805, 97.72288146897682, 125, 72, 26, 'Female', 55.21041356025599, 1.699114694519083, 0.07729791, 53, 19.123862330828825, 89.66666666666666, 'Low Risk'),
(33948, 70, 18, '06:45.8', 37.42827097, 98.90911858294983, 139, 72, 65, 'Female', 95.12327948105548, 1.587460892122266, 0.10648514191095543, 67, 37.746852543798944, 94.33333333333333, 'High Risk'),
(33949, 75, 15, '05:45.8', 37.31513330236089, 97.13880413849178, 119, 73, 77, 'Female', 63.08349449867455, 1.674942921621357, 0.1268632925082765, 46, 22.486181890313162, 88.33333333333333, 'Low Risk'),
(33950, 91, 18, '04:45.8', 36.99934065, 99.77495346240585, 125, 70, 39, 'Female', 93.76363972655459, 1.5314477404911777, 0.10660657382396371, 55, 39.97883133653695, 88.33333333333333, 'High Risk'),
(33951, 95, 19, '03:45.8', 36.87910797932544, 98.62352325467351, 138, 83, 40, 'Female', 77.13598288177627, 1.905392145550769, 0.07102791, 55, 21.24654299581579, 101.33333333333333, 'High Risk'),
(33952, 64, 14, '02:45.8', 37.169390049536084, 99.90268391624868, 132, 77, 43, 'Male', 98.76962277324316, 1.737259219919541, 0.11683346051060768, 55, 32.72609182539232, 95.33333333333333, 'High Risk'),
(33953, 82, 16, '01:45.8', 36.72022984, 95.66030922901612, 113, 70, 76, 'Male', 90.93680449489675, 1.9063513797279668, 0.13893744710430583, 43, 25.022677748569556, 84.33333333333333, 'Low Risk'),
(33954, 85, 17, '00:45.8', 37.468563095940695, 98.43709081128544, 126, 72, 63, 'Female', 74.88814183573344, 1.9920713975778996, 0.11183140942822982, 54, 18.87136241229375, 90, 'Low Risk'),
(33955, 76, 16, '59:45.8', 37.15978243317564, 97.28485875820611, 129, 87, 54, 'Female', 73.29811483, 1.9971584892187728, 0.132953379, 42, 18.376709231185984, 101, 'High Risk'),
(33956, 63, 16, '58:45.8', 36.65713049095783, 95.80697463775839, 111, 74, 85, 'Male', 70.36222640727459, 1.7292284339968367, 0.11710400232264251, 37, 23.530699450918124, 86.33333333333333, 'Low Risk'),
(33957, 88, 16, '57:45.8', 37.05727612631184, 99.95094239291878, 127, 75, 82, 'Male', 98.47276671234714, 1.8818266253619829, 0.086934511, 52, 27.807178342725123, 92.33333333333333, 'Low Risk'),
(33958, 87, 13, '56:45.8', 36.28942850375027, 95.35894236, 125, 84, 56, 'Female', 75.41558271095815, 1.785555471729525, 0.1386574758816891, 41, 23.654534022361435, 97.66666666666667, 'Low Risk'),
(33959, 91, 13, '55:45.8', 36.26667999632886, 95.04861522328656, 114, 79, 35, 'Male', 84.88236958962668, 1.5402535943075601, 0.10239133853433202, 35, 35.77939832066346, 90.66666666666667, 'High Risk'),
(33960, 77, 12, '54:45.8', 36.611738082034776, 96.03871269691426, 115, 84, 35, 'Male', 65.85270194969895, 1.5686998738088558, 0.077904113, 31, 26.760478556027678, 94.33333333333333, 'Low Risk'),
(33961, 61, 17, '53:45.8', 36.69727784786974, 96.08371311884005, 117, 72, 19, 'Female', 93.48463650319974, 1.9765430522931513, 0.069449368, 45, 23.929172854518853, 87, 'Low Risk'),
(33962, 82, 15, '52:45.8', 36.06791830811064, 95.89144503377418, 125, 74, 38, 'Male', 76.78686057794467, 1.5162837844106118, 0.1488753966044956, 51, 33.39842068961047, 91, 'High Risk'),
(33963, 91, 15, '51:45.8', 36.746379980581096, 97.32527758041951, 115, 80, 73, 'Male', 78.19855639575752, 1.9343451893950852, 0.094837052, 35, 20.899253808160445, 91.66666666666667, 'High Risk'),
(33964, 99, 13, '50:45.8', 36.08781269444067, 99.67394975821203, 127, 84, 67, 'Male', 80.01990830606164, 1.909910107118622, 0.065977691, 43, 21.93674543, 98.33333333333333, 'High Risk'),
(33965, 91, 17, '49:45.8', 37.44288253123062, 96.21911052564903, 138, 80, 51, 'Male', 60.66122369979907, 1.746928811026982, 0.103350605, 58, 19.877453769975755, 99.33333333333333, 'High Risk'),
(33966, 85, 18, '48:45.8', 36.388457959304226, 98.75313423990934, 123, 77, 87, 'Female', 83.03024281610865, 1.834529408755753, 0.09544418, 46, 24.67101126675358, 92.33333333333333, 'Low Risk'),
(33967, 84, 16, '47:45.8', 36.09673340209325, 95.43536714, 133, 79, 19, 'Male', 54.77520482129985, 1.7960940831230727, 0.050932656, 54, 16.979537085179366, 97, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(33968, 89, 16, '46:45.8', 37.09395315, 95.69663979730952, 130, 74, 38, 'Male', 94.48901031503614, 1.659494283736756, 0.1435437133298458, 56, 34.31071580668594, 92.66666666666666, 'High Risk'),
(33969, 73, 19, '45:45.8', 37.10337821626342, 95.28183618633564, 125, 70, 39, 'Female', 82.37269566, 1.9911851870793336, 0.080470492, 55, 20.775906064069705, 88.33333333333333, 'Low Risk'),
(33970, 62, 18, '44:45.8', 36.21488825969365, 99.92519544299789, 131, 83, 64, 'Male', 85.50251038915904, 1.716382016532641, 0.13670821403313493, 48, 29.023578271647775, 99, 'Low Risk'),
(33971, 80, 13, '43:45.8', 37.081612485806886, 98.30133554322288, 128, 81, 39, 'Female', 87.82164787, 1.517438537633406, 0.074490851, 47, 38.13988357782639, 96.66666666666667, 'High Risk'),
(33972, 93, 12, '42:45.8', 36.37097256, 98.22732104861949, 113, 70, 43, 'Female', 99.64913602, 1.5461372612238704, 0.13591310323503636, 43, 41.684773345840505, 84.33333333333333, 'High Risk'),
(33973, 66, 17, '41:45.8', 36.86014497862237, 96.59846353044185, 121, 86, 32, 'Male', 89.89958954621301, 1.9252748064508958, 0.1303520078291452, 35, 24.25337899068899, 97.66666666666667, 'Low Risk'),
(33974, 72, 17, '40:45.8', 36.81789928961927, 95.15908390541574, 136, 86, 51, 'Male', 98.78849446, 1.7269540981457996, 0.10860305869712902, 50, 33.12415271155195, 102.66666666666666, 'High Risk'),
(33975, 60, 14, '39:45.8', 36.75461561452068, 98.32673615158566, 129, 88, 68, 'Male', 80.74035495037612, 1.5123223208353669, 0.057965337337152895, 41, 35.30221293111313, 101.66666666666667, 'High Risk'),
(33976, 86, 12, '38:45.8', 36.046533657182465, 97.71170724485061, 115, 87, 22, 'Female', 98.73076984433357, 1.5430629553437198, 0.14647497710607452, 28, 41.465340215102096, 96.33333333333333, 'High Risk'),
(33977, 84, 18, '37:45.8', 37.248172194907475, 99.73397614415602, 121, 88, 71, 'Male', 71.05806277110221, 1.9193563765183705, 0.11040118885499864, 33, 19.288662918962896, 99, 'Low Risk'),
(33978, 96, 17, '36:45.8', 37.150907623737766, 96.23460168, 124, 79, 83, 'Female', 86.88651027509351, 1.8018258046732392, 0.14388558869109563, 45, 26.762504284322134, 94, 'High Risk'),
(33979, 64, 17, '35:45.8', 36.38916968671999, 96.28758806460212, 123, 84, 27, 'Male', 93.78783861691248, 1.6841674365095283, 0.11116607118780275, 39, 33.06556861513671, 97, 'High Risk'),
(33980, 71, 14, '34:45.8', 36.65830571027294, 99.09953850702549, 117, 81, 46, 'Female', 70.19614299527663, 1.6946664427701128, 0.077479418, 36, 24.44245309381037, 93, 'Low Risk'),
(33981, 61, 15, '33:45.8', 36.93499300017075, 95.96259182, 126, 76, 36, 'Female', 86.38568219870415, 1.9984873368536062, 0.086245267, 50, 21.629125758429613, 92.66666666666666, 'Low Risk'),
(33982, 62, 16, '32:45.8', 36.688679895471104, 99.08872316716155, 112, 73, 25, 'Male', 58.12675338903435, 1.7637718191952074, 0.1342567930376779, 39, 18.684921080484475, 86, 'Low Risk'),
(33983, 63, 12, '31:45.8', 36.37139406062561, 95.66762483343905, 121, 87, 26, 'Female', 75.95912765145664, 1.5900663481062183, 0.1453032373843935, 34, 30.043427375206466, 98.33333333333333, 'High Risk'),
(33984, 62, 18, '30:45.8', 37.41035579526591, 95.80566932, 119, 74, 69, 'Female', 89.51122465505463, 1.5671786878437335, 0.10365032857037858, 45, 36.44521066585903, 89, 'High Risk'),
(33985, 97, 16, '29:45.8', 36.49876337904429, 95.55907817057216, 127, 83, 74, 'Male', 70.90029512814299, 1.6773396504548854, 0.14777401819974775, 44, 25.20031771918009, 97.66666666666667, 'High Risk'),
(33986, 77, 14, '28:45.8', 36.68719823, 98.81029891, 130, 81, 62, 'Male', 63.26917562528612, 1.8376489665824005, 0.1323137822097145, 49, 18.735576732511078, 97.33333333333333, 'Low Risk'),
(33987, 88, 19, '27:45.8', 36.897121364314714, 95.14616452418022, 138, 87, 25, 'Female', 98.91118527303449, 1.6773242426410158, 0.087217054, 51, 35.15696351098294, 104, 'High Risk'),
(33988, 90, 14, '26:45.8', 36.83757897, 95.35283547278144, 136, 80, 67, 'Female', 93.14478967795037, 1.634557499448142, 0.063439562, 56, 34.86247062555119, 98.66666666666666, 'High Risk'),
(33989, 84, 14, '25:45.8', 36.35124578129498, 96.54985251668609, 125, 79, 77, 'Male', 51.38032852, 1.5257221288611387, 0.061625505, 46, 22.072218480584155, 94.33333333333333, 'Low Risk'),
(33990, 61, 19, '24:45.8', 36.74916543438097, 95.09471362722329, 139, 76, 34, 'Female', 65.07685049500597, 1.785224227481029, 0.1308440132305928, 63, 20.419306224417983, 97, 'Low Risk'),
(33991, 63, 14, '23:45.8', 36.28132595384118, 95.42841490230987, 110, 87, 29, 'Male', 58.812162739053065, 1.5312623963077387, 0.10564906981528632, 23, 25.082332182285672, 94.66666666666667, 'Low Risk'),
(33992, 98, 14, '22:45.8', 37.48205468572173, 96.96936588243358, 124, 73, 61, 'Male', 99.31725473057732, 1.5414150980742392, 0.12343549945281482, 51, 41.80088622664241, 90, 'High Risk'),
(33993, 78, 15, '21:45.8', 36.03705976749245, 99.92060215098388, 123, 88, 55, 'Female', 55.46547333319282, 1.7141742232326813, 0.056388796, 35, 18.876123201365413, 99.66666666666667, 'Low Risk'),
(33994, 98, 17, '20:45.8', 36.34745275687848, 98.10993426001912, 120, 70, 37, 'Male', 75.49118093178981, 1.8239050059285948, 0.1471058654681723, 50, 22.69299349320316, 86.66666666666666, 'High Risk'),
(33995, 93, 16, '19:45.8', 36.08013150382952, 95.54667433295401, 110, 72, 50, 'Female', 71.04665741460607, 1.5200629930804634, 0.09062731, 38, 30.748255294988116, 84.66666666666667, 'High Risk'),
(33996, 75, 12, '18:45.8', 36.56445774326912, 98.51583315991284, 134, 88, 89, 'Male', 56.37262512885511, 1.9917414022953972, 0.087656599, 46, 14.21027089190539, 103.33333333333333, 'High Risk'),
(33997, 86, 13, '17:45.8', 36.110549602601054, 98.27630674820259, 115, 78, 71, 'Female', 71.24058034986376, 1.7187535372879916, 0.1281721443498814, 37, 24.115720332892145, 90.33333333333333, 'Low Risk'),
(33998, 68, 17, '16:45.8', 36.43216277845852, 99.62576399026757, 113, 84, 50, 'Male', 58.74327600423968, 1.6475345120117677, 0.094773126, 29, 21.641587805247784, 93.66666666666667, 'Low Risk'),
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(34178, 71, 14, '16:45.8', 36.28915459185392, 99.35977172117241, 119, 76, 82, 'Male', 71.47926721, 1.8762019120663618, 0.074780264, 43, 20.30583921951217, 90.33333333333333, 'Low Risk'),
(34179, 63, 13, '15:45.8', 37.19279268148747, 97.05143333435014, 130, 70, 80, 'Male', 72.18030073352105, 1.9721108283491107, 0.14285226914079557, 60, 18.559063246747023, 90, 'Low Risk'),
(34180, 78, 19, '14:45.8', 37.287576891133355, 95.78115976597753, 133, 88, 43, 'Male', 74.29349399, 1.8411167729521385, 0.069783182, 45, 21.917353607300154, 103, 'Low Risk'),
(34181, 86, 16, '13:45.8', 37.08114653187306, 97.51809739, 111, 86, 76, 'Male', 76.35920530474213, 1.6397366867593455, 0.070935204, 25, 28.39966210546133, 94.33333333333333, 'Low Risk'),
(34182, 71, 12, '12:45.8', 37.41857302956888, 96.74999785184731, 112, 81, 36, 'Female', 73.35633108612149, 1.652454566531514, 0.077731727, 31, 26.864486692238934, 91.33333333333333, 'Low Risk'),
(34183, 74, 16, '11:45.8', 37.429193729384586, 96.51297566818893, 131, 75, 32, 'Female', 92.17189529548226, 1.8081563245467962, 0.13369727220089556, 56, 28.192044239853907, 93.66666666666666, 'Low Risk'),
(34184, 81, 16, '10:45.8', 36.257107277746115, 96.78128143645006, 115, 75, 66, 'Male', 68.45482427366233, 1.9590579572245326, 0.060076538, 40, 17.836493957369143, 88.33333333333333, 'High Risk'),
(34185, 99, 13, '09:45.8', 36.94986735340203, 97.27666112300959, 138, 72, 18, 'Female', 51.88531006496516, 1.790870447644937, 0.093238777, 66, 16.177673886132563, 94, 'High Risk'),
(34186, 63, 12, '08:45.8', 36.48025803, 98.18471950884721, 131, 85, 47, 'Male', 53.72595136910798, 1.8000016081120487, 0.087320408, 46, 16.582054127216477, 100.33333333333333, 'High Risk'),
(34187, 89, 14, '07:45.8', 36.00086998, 96.80151290351634, 114, 76, 80, 'Male', 58.64278167509595, 1.5558192828340043, 0.079224795, 38, 24.226811647337893, 88.66666666666667, 'Low Risk'),
(34188, 65, 15, '06:45.8', 37.08937089801581, 96.16918134437032, 129, 87, 56, 'Female', 93.43389690688511, 1.7366464007519398, 0.13123402720905386, 42, 30.980017693559077, 101, 'High Risk'),
(34189, 81, 14, '05:45.8', 37.180382084935566, 98.94282443, 117, 85, 31, 'Female', 93.74123644, 1.6857288063978848, 0.087646541, 32, 32.98794493921975, 95.66666666666667, 'High Risk'),
(34190, 92, 16, '04:45.8', 36.30899533878082, 95.56948980873277, 114, 76, 78, 'Female', 97.43832801755394, 1.8936037973700377, 0.072186903, 38, 27.173876134183377, 88.66666666666667, 'High Risk'),
(34191, 84, 19, '03:45.8', 36.23339783135528, 99.67487496088275, 113, 78, 70, 'Female', 65.14658862950695, 1.8331052369780378, 0.12204693090160082, 35, 19.387280004244797, 89.66666666666667, 'Low Risk'),
(34192, 71, 18, '02:45.8', 37.19447164902435, 98.20225337404688, 115, 86, 21, 'Female', 92.12780448987985, 1.8066452537241866, 0.05065747, 29, 28.22571503784542, 95.66666666666667, 'Low Risk'),
(34193, 91, 18, '01:45.8', 37.42189165877194, 95.26342792398212, 118, 78, 46, 'Male', 60.90291731419417, 1.7466023112081146, 0.05949337, 40, 19.964113731206094, 91.33333333333333, 'High Risk'),
(34194, 75, 18, '00:45.8', 36.32111006389082, 99.55995849434397, 123, 80, 42, 'Female', 73.46700458995093, 1.9973561987490325, 0.13202455298085558, 43, 18.415405640485726, 94.33333333333333, 'High Risk'),
(34195, 68, 17, '59:45.8', 37.44334102, 96.45798622114901, 122, 83, 50, 'Male', 86.39395113645614, 1.5037462950984124, 0.071952931, 39, 38.206230878237136, 96, 'High Risk'),
(34196, 65, 19, '58:45.8', 36.30219085329439, 97.85145261693337, 121, 73, 31, 'Male', 77.52092856594112, 1.6570267227459499, 0.064204831, 48, 28.233189398089696, 89, 'Low Risk'),
(34197, 74, 12, '57:45.8', 36.84290969272474, 95.17896208020717, 132, 85, 24, 'Female', 99.89787362142148, 1.9629546507283775, 0.1042842527059736, 47, 25.92601161927919, 100.66666666666667, 'Low Risk'),
(34198, 86, 18, '56:45.8', 37.19182203522682, 95.95214582125435, 111, 74, 67, 'Male', 55.343011459551825, 1.7840264574583296, 0.11734322256619714, 37, 17.38842337234659, 86.33333333333333, 'High Risk'),
(34199, 84, 15, '55:45.8', 37.11020653068332, 96.97705806269337, 128, 70, 83, 'Female', 75.2837435, 1.5185049097530272, 0.060969778, 58, 32.64891892641989, 89.33333333333333, 'High Risk'),
(34200, 97, 12, '54:45.8', 37.497002872607965, 99.62465309958861, 138, 76, 20, 'Male', 53.17285465148496, 1.5255692780874472, 0.11991193664902201, 62, 22.846838301050454, 96.66666666666666, 'High Risk'),
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(34202, 89, 15, '52:45.8', 36.72131893, 97.84712145138812, 134, 70, 69, 'Female', 78.78179545623097, 1.627280011814139, 0.13699428448374185, 64, 29.75098125772884, 91.33333333333333, 'Low Risk'),
(34203, 79, 18, '51:45.8', 36.26418874497543, 95.94486683534625, 134, 74, 21, 'Male', 80.27793725854117, 1.7930596368084377, 0.069504337, 60, 24.969321200079534, 94, 'Low Risk'),
(34204, 93, 19, '50:45.8', 36.053161175769944, 99.20199440921523, 128, 81, 66, 'Male', 90.30222956659543, 1.5768165804400598, 0.10590979288970613, 47, 36.319186911467895, 96.66666666666667, 'High Risk'),
(34205, 66, 13, '49:45.8', 37.187771719317844, 99.24383321085932, 116, 73, 22, 'Female', 80.92805148473188, 1.7925461851426527, 0.13012281716105795, 43, 25.185952253026684, 87.33333333333333, 'Low Risk'),
(34206, 69, 17, '48:45.8', 36.39909843491819, 97.06143736410732, 122, 87, 48, 'Male', 53.90006322286419, 1.6014996707641997, 0.1456294577048532, 35, 21.01529869773885, 98.66666666666667, 'Low Risk'),
(34207, 89, 19, '47:45.8', 36.81933614, 98.57078672643644, 124, 70, 53, 'Female', 75.95727986604062, 1.5491118598708402, 0.090592362, 54, 31.652195968283642, 88, 'High Risk'),
(34208, 97, 19, '46:45.8', 36.85190489317961, 99.13310422377137, 119, 76, 83, 'Female', 77.73460053006995, 1.9842479320121527, 0.14896564577575838, 43, 19.743425185956333, 90.33333333333333, 'High Risk'),
(34209, 81, 17, '45:45.8', 37.20492374055196, 96.93585355243046, 138, 73, 89, 'Female', 76.90065511808334, 1.8167069854855693, 0.075098563, 65, 23.30023318249686, 94.66666666666666, 'Low Risk'),
(34210, 72, 14, '44:45.8', 37.232758618299755, 98.64918696640612, 131, 84, 26, 'Male', 80.17406778995526, 1.9294898655446597, 0.1301757147475623, 47, 21.53520029, 99.66666666666667, 'Low Risk'),
(34211, 89, 12, '43:45.8', 36.31413743248696, 97.74997581, 137, 71, 88, 'Female', 87.95697765518098, 1.657525305629424, 0.061209959, 66, 32.01473879262643, 93, 'High Risk'),
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(34214, 73, 12, '40:45.8', 36.08599609008466, 97.76693116719885, 129, 78, 68, 'Male', 70.70796547, 1.7811616390985094, 0.14531208815217317, 51, 22.28751635406515, 95, 'Low Risk'),
(34215, 64, 13, '39:45.8', 37.01562091007407, 99.83818739230281, 137, 77, 74, 'Female', 67.26998824197823, 1.687994980131552, 0.14383798175586315, 60, 23.60907926394323, 97, 'Low Risk'),
(34216, 94, 18, '38:45.8', 37.22733946316168, 97.92945999517622, 129, 85, 48, 'Male', 99.08812294746124, 1.7963094974959302, 0.087517974, 44, 30.708547097152323, 99.66666666666667, 'High Risk'),
(34217, 75, 13, '37:45.8', 36.35013001153922, 97.46648778314578, 129, 89, 71, 'Female', 53.477526992138266, 1.9452480928534823, 0.066275119, 40, 14.13257566080025, 102.33333333333333, 'High Risk'),
(34218, 97, 15, '36:45.8', 36.34872368821021, 97.91061420850293, 116, 76, 72, 'Female', 61.95788397908733, 1.6250272215009884, 0.050192206383397144, 40, 23.462554596867633, 89.33333333333333, 'High Risk'),
(34219, 65, 15, '35:45.8', 37.251457334108004, 98.18138498374553, 118, 70, 20, 'Female', 76.15615086966336, 1.9787488506756552, 0.10054745542533726, 48, 19.450180425474773, 86, 'Low Risk'),
(34220, 65, 14, '34:45.8', 36.88990810974333, 95.17366108543916, 138, 75, 22, 'Female', 71.06025573996403, 1.5871977098912606, 0.070866658, 63, 28.207507337131435, 96, 'Low Risk'),
(34221, 75, 17, '33:45.8', 36.97241994777521, 95.48096294333301, 127, 73, 24, 'Male', 85.59321640389514, 1.6771965754439593, 0.1160492529892135, 54, 30.427860222855074, 91, 'High Risk'),
(34222, 85, 14, '32:45.8', 36.13651569797686, 99.5175082, 132, 89, 76, 'Female', 82.73330714664343, 1.8899509552583176, 0.11526584915590295, 43, 23.16217382101113, 103.33333333333333, 'Low Risk'),
(34223, 84, 18, '31:45.8', 36.03603878478433, 97.6005866, 129, 85, 50, 'Female', 65.22233673, 1.8673199850823732, 0.14978460881356903, 44, 18.70504958022241, 99.66666666666667, 'Low Risk'),
(34224, 61, 13, '30:45.8', 37.15431038305278, 95.41322450134388, 115, 72, 21, 'Male', 73.88209137543987, 1.8345634520053944, 0.096584421, 43, 21.951980382457272, 86.33333333333333, 'Low Risk'),
(34225, 63, 14, '29:45.8', 36.521831641598524, 96.79293051963927, 138, 87, 58, 'Female', 94.45951009395206, 1.88199837, 0.073339214, 51, 26.669028946533178, 104, 'Low Risk'),
(34226, 77, 14, '28:45.8', 36.47741595, 97.6750794, 125, 80, 83, 'Female', 63.08374111820051, 1.5615057993850106, 0.081159828, 45, 25.87201401186506, 95, 'Low Risk'),
(34227, 92, 13, '27:45.8', 36.95361597056398, 96.15268339380926, 113, 77, 39, 'Female', 87.34008214051974, 1.6132663929092523, 0.072983766, 36, 33.55841360676282, 89, 'High Risk'),
(34228, 89, 12, '26:45.8', 36.561170805102144, 96.69795586989629, 134, 74, 78, 'Male', 81.41124788096218, 1.9623549049816282, 0.061593776029163695, 60, 21.14118376804353, 94, 'Low Risk'),
(34229, 73, 16, '25:45.8', 37.40900765164597, 95.75366875754635, 120, 84, 86, 'Female', 90.13978148496528, 1.6235139984084057, 0.06325692, 36, 34.198292752668834, 96, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(34231, 83, 13, '23:45.8', 36.43448804009408, 96.37456146322975, 116, 74, 44, 'Female', 91.44406218942423, 1.6215624609817567, 0.0918322, 42, 34.77668218736432, 88, 'High Risk'),
(34232, 96, 18, '22:45.8', 36.521333290857235, 95.65574637, 136, 86, 28, 'Male', 88.67220232925871, 1.9175963255853774, 0.10811586135125514, 50, 24.114214369294398, 102.66666666666666, 'High Risk'),
(34233, 84, 19, '21:45.8', 37.23801695977979, 95.73342745253575, 113, 75, 45, 'Female', 64.43574839395549, 1.5669895226813952, 0.070620678, 38, 26.241864682249652, 87.66666666666667, 'Low Risk'),
(34234, 67, 15, '20:45.8', 36.58431086946752, 97.36234332057617, 121, 81, 79, 'Female', 63.51323168, 1.567454698165471, 0.10382051109398485, 40, 25.850813547023133, 94.33333333333333, 'Low Risk'),
(34235, 71, 18, '19:45.8', 36.694004036677846, 98.89607809649665, 135, 78, 67, 'Female', 62.06177986041323, 1.9069678972791202, 0.1473836240600781, 57, 17.066224820595483, 97, 'High Risk'),
(34236, 78, 13, '18:45.8', 36.53057969208114, 96.54350265096913, 124, 77, 41, 'Female', 66.47090928, 1.8297693337437688, 0.10021906721999152, 47, 19.853584575038333, 92.66666666666667, 'Low Risk'),
(34237, 78, 19, '17:45.8', 37.417282684392475, 96.32904986826347, 131, 84, 35, 'Female', 75.72470163415171, 1.740465369040763, 0.13230074096756758, 47, 24.998088323999188, 99.66666666666667, 'Low Risk'),
(34238, 91, 19, '16:45.8', 36.693151246106034, 95.72177173475826, 124, 87, 59, 'Female', 85.02709515743055, 1.6559171766171754, 0.11266042607333125, 37, 31.008454436738678, 99.33333333333333, 'High Risk'),
(34239, 98, 14, '15:45.8', 36.65321766, 98.44682247148711, 110, 75, 33, 'Male', 55.707058046092705, 1.9286717746332003, 0.1316646530604481, 35, 14.975922153253618, 86.66666666666667, 'High Risk'),
(34240, 95, 14, '14:45.8', 36.82157988669838, 99.98423701724533, 114, 73, 55, 'Male', 56.280676364530876, 1.5000749380685479, 0.11059411460808766, 41, 25.011134829185167, 86.66666666666667, 'High Risk'),
(34241, 90, 19, '13:45.8', 36.324722829522784, 98.49826937, 120, 87, 65, 'Male', 69.27706546630573, 1.6632090577812697, 0.14875474257401744, 33, 25.043544724240956, 98, 'Low Risk'),
(34242, 66, 14, '12:45.8', 36.655063492668965, 99.47876869233724, 128, 76, 77, 'Female', 64.46596409952326, 1.6378223164472214, 0.13792426271538932, 52, 24.03238723806611, 93.33333333333333, 'Low Risk'),
(34243, 99, 13, '11:45.8', 36.50526044326392, 95.89442443378759, 131, 77, 38, 'Female', 82.65168269, 1.8238505276437682, 0.054812725, 54, 24.84695728612198, 95, 'High Risk'),
(34244, 88, 17, '10:45.8', 36.073709791751384, 97.73060319367166, 129, 85, 84, 'Female', 63.84024371823455, 1.8658669218403334, 0.080594614, 44, 18.33720774340271, 99.66666666666667, 'High Risk'),
(34245, 64, 18, '09:45.8', 37.04778758312005, 96.06916063112551, 121, 79, 88, 'Female', 84.49664045, 1.5459856307514783, 0.055488104685140975, 42, 35.353184186367024, 93, 'High Risk'),
(34246, 85, 15, '08:45.8', 36.81496855762179, 95.05046779188442, 131, 89, 66, 'Male', 59.839434124637634, 1.7889084000579454, 0.13991808304591652, 42, 18.698693857514805, 103, 'Low Risk'),
(34247, 86, 12, '07:45.8', 36.709977996411205, 99.20710359911459, 121, 79, 67, 'Female', 74.95553284375356, 1.864128728123968, 0.1403914463221902, 42, 21.570087009764233, 93, 'Low Risk'),
(34248, 98, 16, '06:45.8', 36.581661470298826, 98.04163262040146, 134, 84, 25, 'Female', 86.06353778, 1.8241818704159063, 0.059962936905899336, 50, 25.863239656138127, 100.66666666666666, 'High Risk'),
(34249, 72, 19, '05:45.8', 36.840419834653666, 99.89206964111752, 136, 71, 75, 'Female', 98.87025599516346, 1.8801054200091991, 0.11888802642215224, 65, 27.970566074226028, 92.66666666666666, 'Low Risk'),
(34250, 88, 17, '04:45.8', 36.60614894345333, 99.16688406, 129, 79, 83, 'Female', 65.71718655644939, 1.903377585, 0.075396798, 50, 18.139656603089772, 95.66666666666666, 'High Risk'),
(34251, 76, 12, '03:45.8', 37.13957770234273, 97.30128233883129, 115, 72, 38, 'Male', 84.80632974354958, 1.7407486586278664, 0.11063514057961196, 43, 27.986985951363934, 86.33333333333333, 'Low Risk'),
(34252, 99, 15, '02:45.8', 36.66905130609091, 95.29963300356823, 112, 86, 89, 'Male', 81.24415676131335, 1.8457267817693217, 0.058002771, 26, 23.848293482322912, 94.66666666666667, 'High Risk'),
(34253, 80, 12, '01:45.8', 36.58243588707575, 96.92097602, 122, 77, 25, 'Female', 73.05269385897026, 1.858489752757435, 0.1310765460851137, 45, 21.15026892179264, 92, 'Low Risk'),
(34254, 69, 15, '00:45.8', 37.26297928465152, 98.95989588056345, 121, 70, 49, 'Female', 53.45085656471198, 1.8453029878191907, 0.10979747889901742, 51, 15.697095461317424, 87, 'High Risk'),
(34255, 83, 18, '59:45.8', 36.95955578683552, 97.95351469, 120, 70, 35, 'Male', 81.17311677, 1.5320640984987748, 0.074554707, 50, 34.582656450166596, 86.66666666666666, 'High Risk'),
(34256, 97, 18, '58:45.8', 36.17693223914969, 96.73511734076149, 123, 89, 84, 'Male', 92.09518516349691, 1.67130014, 0.062295226697335754, 34, 32.97068925723481, 100.33333333333333, 'High Risk'),
(34257, 67, 17, '57:45.8', 36.69354175859673, 96.99922474484458, 123, 84, 31, 'Female', 79.08127610870119, 1.6194003218010975, 0.10714688763394123, 39, 30.155409213078794, 97, 'High Risk'),
(34258, 90, 14, '56:45.8', 37.198067966784166, 97.98183900378251, 135, 86, 66, 'Male', 69.26004276523788, 1.8151001846422645, 0.14342559700812346, 49, 21.02236409043189, 102.33333333333333, 'Low Risk'),
(34259, 73, 16, '55:45.8', 36.689725995004785, 95.66732335163073, 121, 84, 31, 'Male', 57.96462625422598, 1.6945533110061068, 0.058507947301141394, 37, 20.18610682374693, 96.33333333333333, 'Low Risk'),
(34260, 62, 19, '54:45.8', 37.03198521428549, 98.16542454498158, 126, 81, 29, 'Male', 76.78267121563447, 1.9047292594679608, 0.10040711347073145, 45, 21.163949196102248, 96, 'Low Risk'),
(34261, 92, 18, '53:45.8', 37.41689628, 97.65446657634723, 133, 78, 83, 'Male', 64.12183687520194, 1.9682227088698978, 0.050159844, 55, 16.55226681611562, 96.33333333333333, 'High Risk'),
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(34438, 88, 13, '56:45.8', 36.13488677781254, 98.33645762176988, 134, 74, 87, 'Female', 85.17787534924992, 1.676510369449389, 0.085081627, 60, 30.30500186515052, 94, 'High Risk'),
(34439, 77, 18, '55:45.8', 37.44995674185658, 96.78204304744926, 118, 87, 57, 'Female', 90.01747379678552, 1.5680253221576126, 0.13614914069004008, 31, 36.61176594001172, 97.33333333333333, 'High Risk'),
(34440, 90, 13, '54:45.8', 36.66958376482608, 95.14896643363926, 124, 70, 35, 'Male', 75.78239105766951, 1.724853123081484, 0.11039966292884432, 54, 25.472059767963763, 88, 'Low Risk'),
(34441, 63, 17, '53:45.8', 36.179229166488646, 95.83048807471899, 119, 79, 63, 'Male', 89.06574901755519, 1.6048666387216164, 0.10084231538903579, 40, 34.58062402795844, 92.33333333333333, 'High Risk'),
(34442, 62, 14, '52:45.8', 37.371544103874896, 99.96718225414172, 123, 84, 63, 'Male', 95.78646014964448, 1.6111358797755204, 0.12350490685398423, 39, 36.90114015879544, 97, 'High Risk'),
(34443, 79, 16, '51:45.8', 36.308211745295836, 96.1566259, 136, 82, 23, 'Male', 62.88044609303209, 1.5371055784269796, 0.14812579239259077, 54, 26.613881367454663, 100, 'Low Risk'),
(34444, 64, 12, '50:45.8', 36.65615926553535, 95.15380601480594, 118, 80, 23, 'Female', 81.52235810210573, 1.621979349, 0.13222855867016667, 38, 30.98746808, 92.66666666666667, 'High Risk'),
(34445, 95, 14, '49:45.8', 36.89975360090371, 97.58621105678986, 130, 70, 70, 'Male', 84.20423275821742, 1.7766470858653178, 0.14057288905377852, 60, 26.67666820968785, 90, 'High Risk'),
(34446, 69, 13, '48:45.8', 36.40058319, 98.43135480455932, 117, 70, 81, 'Female', 63.94205275027588, 1.703549298026065, 0.12476194835591971, 47, 22.03317899767388, 85.66666666666667, 'Low Risk'),
(34447, 83, 15, '47:45.8', 36.63566725, 95.97219841331852, 119, 87, 30, 'Male', 75.33137630935043, 1.7040846909664975, 0.070662251, 32, 25.941408484182222, 97.66666666666667, 'Low Risk'),
(34448, 91, 18, '46:45.8', 36.98105312632389, 98.99751143650941, 121, 74, 75, 'Male', 65.84230340395945, 1.5241365101959785, 0.10096370447814756, 47, 28.34374828714411, 89.66666666666667, 'High Risk'),
(34449, 62, 16, '45:45.8', 37.48492720353612, 98.43134367263836, 130, 88, 44, 'Male', 87.14432677, 1.566703198766296, 0.065032397, 42, 35.50304957397851, 102, 'High Risk'),
(34450, 71, 19, '44:45.8', 36.12739723049479, 96.28126602, 126, 82, 40, 'Male', 65.44573764358883, 1.604354314278704, 0.072158714, 44, 25.42616108367249, 96.66666666666667, 'Low Risk'),
(34451, 62, 12, '43:45.8', 36.07765279728941, 97.87421465820252, 126, 82, 28, 'Male', 99.64819114864171, 1.8573949577500177, 0.083279957, 44, 28.88423669122003, 96.66666666666667, 'Low Risk'),
(34452, 82, 13, '42:45.8', 36.476833728515096, 95.74493274328893, 126, 73, 76, 'Female', 95.03782809277668, 1.780409138, 0.076316811, 53, 29.98174275229871, 90.66666666666666, 'Low Risk'),
(34453, 61, 13, '41:45.8', 37.46831198793478, 96.67307535470191, 130, 79, 81, 'Female', 81.93869889277838, 1.8956475549123486, 0.075315654, 51, 22.802048938004585, 96, 'Low Risk'),
(34454, 65, 19, '40:45.8', 36.630555648255914, 99.34423260767335, 137, 72, 63, 'Male', 86.76881082895184, 1.7494969360556483, 0.054441733, 65, 28.348969260282143, 93.66666666666666, 'Low Risk'),
(34455, 86, 18, '39:45.8', 36.810943679809675, 97.75596996548215, 127, 74, 88, 'Male', 61.64167809074731, 1.8089626908759509, 0.14622984832925706, 53, 18.83715162, 91.66666666666666, 'Low Risk'),
(34456, 66, 13, '38:45.8', 36.04398403967462, 99.44254820161204, 116, 81, 87, 'Male', 81.96439046385908, 1.8034271281823218, 0.1299244096774141, 35, 25.201594360039316, 92.66666666666667, 'Low Risk'),
(34457, 73, 18, '37:45.8', 37.283430078724926, 96.53230511710511, 131, 75, 32, 'Male', 74.41498696, 1.9756674044578992, 0.058119577, 56, 19.064821376185048, 93.66666666666666, 'Low Risk'),
(34458, 65, 14, '36:45.8', 36.465644354766255, 99.49210793605859, 131, 81, 25, 'Female', 75.95721279856727, 1.9077950249133862, 0.056711899, 50, 20.869190160322486, 97.66666666666666, 'Low Risk'),
(34459, 98, 18, '35:45.8', 36.98052827259106, 98.77239334199804, 122, 73, 66, 'Female', 81.38532303094792, 1.8492163597427258, 0.1068075623529979, 49, 23.799653695464144, 89.33333333333333, 'High Risk'),
(34460, 69, 16, '34:45.8', 36.16757941987216, 99.63474376656279, 129, 75, 61, 'Male', 97.20838066938524, 1.9073256684795559, 0.050162602, 54, 26.721079651489312, 93, 'Low Risk'),
(34461, 65, 18, '33:45.8', 36.409769606145055, 96.25552460160785, 116, 70, 34, 'Female', 93.77973013489725, 1.8558462664622049, 0.089880732, 46, 27.228579409958222, 85.33333333333333, 'Low Risk'),
(34462, 82, 13, '32:45.8', 37.06832937800822, 98.61327503701143, 116, 86, 81, 'Male', 55.93050282, 1.8594770325329948, 0.071536536, 30, 16.175849092589203, 96, 'High Risk'),
(34463, 86, 13, '31:45.8', 37.35624362632627, 95.09412815106639, 137, 83, 44, 'Male', 78.38453454292474, 1.8528987971948665, 0.13131623036526568, 54, 22.831107819643183, 101, 'Low Risk'),
(34464, 67, 16, '30:45.8', 36.78021813755132, 97.50846703338428, 117, 86, 83, 'Male', 55.566844878675894, 1.9597791437243388, 0.098314888, 31, 14.467765966486835, 96.33333333333333, 'High Risk'),
(34465, 90, 16, '29:45.8', 37.412161985083586, 96.67403707577309, 115, 72, 85, 'Female', 61.13576788759124, 1.5237101194692144, 0.055957841, 43, 26.332413592984906, 86.33333333333333, 'Low Risk'),
(34466, 98, 17, '28:45.8', 36.54803908, 96.80217735735671, 133, 76, 81, 'Female', 65.59469909561291, 1.6039941132275015, 0.08666687, 57, 25.495480660459275, 95, 'High Risk'),
(34467, 66, 13, '27:45.8', 36.119548275960966, 97.68363596870327, 139, 80, 28, 'Female', 71.55861367256438, 1.9760474192475415, 0.14621883554491455, 59, 18.32597939621165, 99.66666666666666, 'High Risk'),
(34468, 99, 15, '26:45.8', 37.03882415129959, 98.31460702124303, 136, 79, 56, 'Female', 83.66593159, 1.905088787005273, 0.10561510674984398, 57, 23.05250948556352, 98, 'High Risk'),
(34469, 80, 13, '25:45.8', 36.56491290374058, 96.97202928338957, 122, 81, 36, 'Male', 69.66791188895856, 1.616753026, 0.1413631675880463, 41, 26.65295885416316, 94.66666666666667, 'Low Risk'),
(34470, 86, 16, '24:45.8', 36.373569155120926, 99.40501612779177, 133, 75, 87, 'Male', 69.25185250906863, 1.8138045315063729, 0.10851159905348257, 58, 21.049919059943104, 94.33333333333333, 'Low Risk'),
(34471, 61, 18, '23:45.8', 36.434180230562035, 97.77728343076846, 123, 75, 45, 'Female', 56.95208656686666, 1.9461764802697714, 0.14939505426446748, 48, 15.036446054526134, 91, 'High Risk'),
(34472, 96, 18, '22:45.8', 36.08770584485732, 98.12174398922268, 128, 86, 57, 'Female', 83.87843209852086, 1.5725184943733597, 0.064422984, 42, 33.92022934869529, 100, 'High Risk'),
(34473, 64, 13, '21:45.8', 36.41520032895712, 97.00956574446855, 122, 86, 55, 'Male', 87.15661850335582, 1.531616460408474, 0.068011127, 36, 37.15355045, 98, 'High Risk'),
(34474, 89, 14, '20:45.8', 36.921113840935334, 98.33109338671173, 139, 84, 48, 'Male', 89.23637140140735, 1.699364392735645, 0.073193632, 55, 30.900739590003035, 102.33333333333333, 'High Risk'),
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(34476, 93, 15, '18:45.8', 36.307134346416206, 97.66891616795517, 135, 71, 48, 'Female', 51.83638646553781, 1.5691612861267388, 0.11846855691740084, 64, 21.052299965300353, 92.33333333333333, 'High Risk'),
(34477, 91, 15, '17:45.8', 36.427850897291705, 97.57243468, 132, 70, 54, 'Male', 54.67559217108872, 1.7537381517487058, 0.093683418, 62, 17.777226078509518, 90.66666666666666, 'High Risk'),
(34478, 78, 19, '16:45.8', 36.09504147106559, 98.55163098223525, 137, 71, 50, 'Female', 61.826752578545886, 1.8166612204803676, 0.076641149, 66, 18.733914974507186, 93, 'Low Risk'),
(34479, 79, 15, '15:45.8', 36.205955934063915, 97.97604347320687, 130, 77, 65, 'Male', 54.36537557873373, 1.8525893951475363, 0.057012729, 53, 15.840323447830706, 94.66666666666666, 'High Risk'),
(34480, 63, 19, '14:45.8', 36.58899670833262, 99.13619316211349, 127, 86, 66, 'Female', 55.877719574264596, 1.889119842486587, 0.11248258825748263, 41, 15.657400280942433, 99.66666666666667, 'High Risk'),
(34481, 63, 13, '13:45.8', 36.71414822, 97.14172658, 123, 87, 63, 'Male', 71.91270818402968, 1.6055537060968308, 0.061180409298237794, 36, 27.89690153394598, 99, 'Low Risk'),
(34482, 72, 15, '12:45.8', 36.600204, 98.62990275, 129, 73, 44, 'Female', 59.89456226, 1.5318116119327927, 0.063321835, 56, 25.52564238661943, 91.66666666666666, 'Low Risk'),
(34483, 71, 14, '11:45.8', 36.297673824574204, 99.84235427, 124, 77, 50, 'Male', 89.27041146, 1.588811363, 0.14900596529906457, 47, 35.364120528760125, 92.66666666666667, 'High Risk'),
(34484, 92, 19, '10:45.8', 36.88427760761007, 96.24592743, 128, 84, 51, 'Female', 66.3730808, 1.7892021152911262, 0.050139521, 44, 20.73352623, 98.66666666666667, 'High Risk'),
(34485, 81, 18, '09:45.8', 36.701564184812426, 98.11939505016475, 127, 77, 18, 'Male', 74.36962933646078, 1.6649347632450957, 0.1498939427834075, 50, 26.828795450121792, 93.66666666666666, 'Low Risk'),
(34486, 92, 13, '08:45.8', 37.47224347536052, 97.42353838654029, 136, 84, 51, 'Male', 70.21502230353121, 1.9708417506214917, 0.084124538, 52, 18.077007175396776, 101.33333333333333, 'High Risk'),
(34487, 68, 15, '07:45.8', 37.13687999021093, 95.91628969, 129, 80, 57, 'Female', 62.16203800191856, 1.5388312806329332, 0.11593702634027397, 49, 26.250841683404243, 96.33333333333333, 'Low Risk'),
(34488, 91, 12, '06:45.8', 36.847150178289894, 97.48060014831525, 124, 72, 80, 'Male', 50.44713679, 1.5683059360265046, 0.10529272094520614, 52, 20.510438702033902, 89.33333333333333, 'High Risk'),
(34489, 88, 14, '05:45.8', 36.66986648122377, 98.56009808854459, 112, 78, 84, 'Male', 76.14726007, 1.7040900158993948, 0.12740955417665403, 34, 26.222205541265915, 89.33333333333333, 'Low Risk'),
(34490, 60, 14, '04:45.8', 36.32196552532229, 96.35972130485627, 136, 89, 53, 'Female', 50.101151592977956, 1.8743146593340008, 0.082158283, 47, 14.261417850463436, 104.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(34491, 64, 15, '03:45.8', 37.25092444170954, 96.78075955568879, 125, 84, 81, 'Male', 76.59746600746624, 1.5360002252318345, 0.094885146, 41, 32.46622871555116, 97.66666666666667, 'High Risk'),
(34492, 87, 14, '02:45.8', 37.46202106472964, 99.94856075159399, 114, 86, 51, 'Female', 93.05589187157643, 1.827004621234965, 0.12411666973665231, 28, 27.878190674535226, 95.33333333333333, 'Low Risk'),
(34493, 71, 16, '01:45.8', 36.08804621883367, 95.87435591528151, 139, 74, 68, 'Male', 67.988609, 1.8506206701782013, 0.065266552, 65, 19.85186616336567, 95.66666666666666, 'Low Risk'),
(34494, 85, 19, '00:45.8', 37.03947684486253, 99.65536953018635, 124, 76, 25, 'Male', 69.19625502914468, 1.8253949429309049, 0.10491209266293453, 48, 20.766767687264753, 92, 'Low Risk'),
(34495, 79, 14, '59:45.8', 37.46952650564104, 98.67135497, 139, 74, 62, 'Male', 89.06401225484959, 1.6846908012895883, 0.14862001959980156, 65, 31.380643617372282, 95.66666666666666, 'High Risk'),
(34496, 68, 16, '58:45.8', 37.24793344550517, 98.13258468284644, 132, 89, 57, 'Female', 55.31231010946276, 1.648896648894993, 0.075701072, 43, 20.343933442738866, 103.33333333333333, 'Low Risk'),
(34497, 63, 18, '57:45.8', 37.456721077394846, 97.61462948631883, 125, 72, 75, 'Male', 68.88550343700788, 1.5200902224211048, 0.12944088570511447, 53, 29.811862236511157, 89.66666666666666, 'Low Risk'),
(34498, 80, 14, '56:45.8', 36.98099320087301, 97.70216254486448, 118, 88, 81, 'Male', 72.78092649408518, 1.6270108788709283, 0.059443241, 30, 27.49392009618493, 98, 'Low Risk'),
(34499, 69, 16, '55:45.8', 36.84549240897235, 96.72168569786152, 125, 81, 70, 'Male', 70.02917808686355, 1.6587432345548998, 0.092813872, 44, 25.45192882640714, 95.66666666666667, 'Low Risk'),
(34500, 82, 16, '54:45.8', 37.01831058869751, 97.76620496688837, 132, 79, 55, 'Female', 97.17687001, 1.6530940414583013, 0.063056525, 53, 35.56049401966679, 96.66666666666666, 'High Risk'),
(34501, 95, 18, '53:45.8', 36.26966551421153, 98.28412443, 116, 80, 47, 'Male', 51.423341508830504, 1.8817293211757136, 0.11763315770556394, 36, 14.522653968388019, 92, 'High Risk'),
(34502, 65, 13, '52:45.8', 36.72745627517716, 95.82431505486745, 121, 83, 60, 'Female', 57.63419634016208, 1.895114255767231, 0.079797545, 38, 16.047576126339024, 95.66666666666667, 'High Risk'),
(34503, 81, 16, '51:45.8', 37.284142453012755, 99.56363560024232, 130, 74, 77, 'Male', 75.78693264, 1.8520897473865097, 0.079972723, 56, 22.093792698269535, 92.66666666666666, 'Low Risk'),
(34504, 92, 18, '50:45.8', 37.30126008173471, 99.58459748225962, 118, 74, 86, 'Male', 79.65037545320124, 1.9986521825222947, 0.092495408, 44, 19.939459559825895, 88.66666666666667, 'High Risk'),
(34505, 79, 18, '49:45.8', 36.74314303079362, 99.94713988, 120, 70, 47, 'Male', 93.36674084439137, 1.5745845057504362, 0.14759938531533795, 50, 37.65826021, 86.66666666666666, 'High Risk'),
(34506, 86, 18, '48:45.8', 37.28684924948456, 95.56193725017472, 128, 86, 32, 'Female', 53.75896611563675, 1.7011734135401164, 0.12547258072752088, 42, 18.57606552080629, 100, 'Low Risk'),
(34507, 80, 14, '47:45.8', 37.099865391786274, 98.41004243158304, 130, 75, 84, 'Male', 55.975004741695216, 1.8632530876233038, 0.12015524703030857, 55, 16.123170250484197, 93.33333333333333, 'High Risk'),
(34508, 80, 18, '46:45.8', 36.329140843186664, 96.15651620170703, 135, 84, 81, 'Male', 84.78907769788084, 1.7018827448825837, 0.12588262396842845, 51, 29.27390378380704, 101, 'Low Risk'),
(34509, 75, 13, '45:45.8', 36.77804048633809, 96.29659301518133, 120, 70, 34, 'Female', 99.36348379127631, 1.7651284939285101, 0.072115287, 50, 31.891442136803917, 86.66666666666666, 'High Risk'),
(34510, 84, 13, '44:45.8', 36.697671985598376, 97.64759548181344, 133, 78, 43, 'Female', 67.78507933181757, 1.6965555417559868, 0.050697940398107245, 55, 23.550381370620073, 96.33333333333333, 'Low Risk'),
(34511, 81, 12, '43:45.8', 36.09464507507903, 99.17111122579571, 119, 79, 53, 'Female', 71.52330485049576, 1.950784928962162, 0.11564506932807768, 40, 18.79441403796804, 92.33333333333333, 'Low Risk'),
(34512, 80, 15, '42:45.8', 37.42937183, 96.93472206390878, 128, 75, 35, 'Male', 54.57345939477946, 1.6830543970589376, 0.095746077, 53, 19.265717104401595, 92.66666666666666, 'Low Risk'),
(34513, 98, 17, '41:45.8', 37.08446404367102, 97.16503539112934, 128, 78, 43, 'Female', 56.63518382940672, 1.763938866919742, 0.067921095, 50, 18.202006084359983, 94.66666666666666, 'High Risk'),
(34514, 73, 12, '40:45.8', 36.48254879614392, 95.74524194623748, 111, 86, 83, 'Male', 86.06736306745046, 1.7925103913535567, 0.095856831, 25, 26.786448319705517, 94.33333333333333, 'Low Risk'),
(34515, 74, 13, '39:45.8', 36.61495525910706, 96.42627101063171, 134, 89, 53, 'Female', 52.93678207046654, 1.7870390654173134, 0.059491764, 45, 16.576370490103766, 104, 'High Risk'),
(34516, 79, 16, '38:45.8', 36.65199030114877, 98.09936307914482, 113, 79, 69, 'Male', 99.30019771035917, 1.740500536112537, 0.1436200600305815, 34, 32.77945966520874, 90.33333333333333, 'High Risk'),
(34517, 67, 12, '37:45.8', 36.96596419510543, 98.54752532089833, 118, 71, 59, 'Male', 65.39399823, 1.979698791203813, 0.065119855, 47, 16.68551652465283, 86.66666666666667, 'High Risk'),
(34518, 85, 13, '36:45.8', 37.270707037638026, 95.16778801845071, 116, 86, 40, 'Female', 84.65119331351008, 1.975104723978778, 0.053107066842097095, 30, 21.699655004620354, 96, 'Low Risk'),
(34519, 66, 14, '35:45.8', 36.01856340593961, 98.23903482, 134, 83, 24, 'Male', 56.44810354146153, 1.794817543, 0.062953586, 51, 17.523011430987406, 100, 'High Risk'),
(34520, 77, 18, '34:45.8', 36.67246064305905, 99.88025444, 127, 78, 61, 'Female', 53.60083608471214, 1.8061367227966292, 0.07289849, 49, 16.431239209202037, 94.33333333333333, 'High Risk'),
(34521, 75, 12, '33:45.8', 37.217384640600585, 95.48049353848886, 113, 84, 82, 'Male', 96.85462554965729, 1.9639804707266841, 0.1259330824288378, 29, 25.10996090264511, 93.66666666666667, 'Low Risk'),
(34522, 87, 19, '32:45.8', 36.71998490940418, 99.20400226729325, 136, 82, 32, 'Male', 61.10824365878383, 1.9652002105006696, 0.0649712, 54, 15.822904164374004, 100, 'High Risk'),
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(34699, 87, 15, '35:45.8', 36.581385828810525, 97.11103500053255, 131, 71, 35, 'Male', 71.64105342302486, 1.6787136263200702, 0.072394683, 60, 25.421942485605907, 91, 'Low Risk'),
(34700, 79, 12, '34:45.8', 36.494327848714526, 98.89429279646251, 112, 70, 68, 'Female', 86.84417898886389, 1.9969297768245822, 0.1122107309498796, 42, 21.777856305365347, 84, 'Low Risk'),
(34701, 72, 16, '33:45.8', 36.88793889482442, 99.04089105, 125, 73, 18, 'Male', 56.268567372554024, 1.5453518951073504, 0.080424435, 52, 23.561941847622986, 90.33333333333333, 'Low Risk'),
(34702, 63, 15, '32:45.8', 36.117976108435045, 97.56615802017919, 128, 80, 44, 'Female', 65.34880948, 1.7248525365481369, 0.14330186529631617, 48, 21.965127910613493, 96, 'Low Risk'),
(34703, 82, 17, '31:45.8', 36.444418089285946, 98.02011514, 126, 82, 40, 'Female', 90.61634385697565, 1.6405764814219042, 0.14420628819183912, 44, 33.66770961268505, 96.66666666666667, 'High Risk'),
(34704, 73, 15, '30:45.8', 37.10279092519153, 97.45571883452091, 129, 86, 63, 'Female', 61.10479137113937, 1.6686999038785528, 0.13636283154095113, 43, 21.944151037656102, 100.33333333333333, 'Low Risk'),
(34705, 89, 19, '29:45.8', 36.75250062835423, 98.06185824, 118, 71, 25, 'Male', 55.06828926843889, 1.8341435002581716, 0.13233503178440043, 47, 16.36948298, 86.66666666666667, 'High Risk'),
(34706, 97, 13, '28:45.8', 36.16322665110742, 99.68666428247987, 127, 87, 33, 'Female', 69.75814686830672, 1.5061924629224304, 0.09271277, 40, 30.749212297561563, 100.33333333333333, 'High Risk'),
(34707, 88, 18, '27:45.8', 37.135828104956126, 99.70677909980922, 132, 77, 33, 'Female', 55.91558362802577, 1.6805878954647016, 0.1022701464521828, 55, 19.797502200287585, 95.33333333333333, 'Low Risk'),
(34708, 87, 12, '26:45.8', 37.23724823895638, 97.63841530272688, 137, 70, 59, 'Male', 98.87883412, 1.783713489192201, 0.067677415, 67, 31.078005822669432, 92.33333333333333, 'High Risk'),
(34709, 63, 15, '25:45.8', 36.33647274842577, 98.29251692665477, 139, 84, 24, 'Male', 67.73637807717229, 1.6600965989184175, 0.12760700984977313, 55, 24.57849300276949, 102.33333333333333, 'Low Risk'),
(34710, 91, 15, '24:45.8', 36.930102243744166, 97.87299341512929, 125, 87, 65, 'Male', 96.50916959108947, 1.7082604704283189, 0.054972559, 38, 33.071995190677974, 99.66666666666667, 'High Risk'),
(34711, 98, 19, '23:45.8', 36.41119761572735, 95.02580701271293, 116, 74, 83, 'Male', 91.03205818793498, 1.6148205944434102, 0.10351403799576245, 42, 34.90967478681574, 88, 'High Risk'),
(34712, 68, 15, '22:45.8', 37.22704602, 96.89054526659214, 117, 78, 64, 'Female', 59.39075193045589, 1.9203787732243107, 0.10192103343724326, 39, 16.104417838121506, 91, 'High Risk'),
(34713, 65, 15, '21:45.8', 36.019302326469266, 96.37230626569085, 113, 84, 53, 'Female', 98.48838941327908, 1.681402864442476, 0.12331383621666399, 29, 34.837057838253344, 93.66666666666667, 'High Risk'),
(34714, 75, 14, '20:45.8', 36.20678708984305, 98.71406172, 110, 75, 37, 'Male', 59.58699408, 1.7060183940234595, 0.062343023487743225, 35, 20.47312126848482, 86.66666666666667, 'Low Risk'),
(34715, 87, 18, '19:45.8', 36.48759370683317, 99.22665696855664, 129, 82, 81, 'Female', 68.36822202585373, 1.8670542823271672, 0.059880684980141985, 47, 19.612835981129244, 97.66666666666667, 'Low Risk'),
(34716, 98, 15, '18:45.8', 37.45141779943472, 99.77082870053927, 122, 84, 61, 'Male', 71.45191497690223, 1.6651153136574175, 0.079040899, 38, 25.770642299905386, 96.66666666666667, 'High Risk'),
(34717, 92, 14, '17:45.8', 36.69143204243013, 97.46942129994302, 129, 72, 39, 'Female', 50.02404220328347, 1.7123995863179473, 0.088849753, 57, 17.059588593594217, 91, 'High Risk'),
(34718, 93, 15, '16:45.8', 37.33351774292248, 99.52533688643973, 110, 84, 78, 'Female', 90.59336161592016, 1.9788949895362848, 0.088528935, 26, 23.134007784418518, 92.66666666666667, 'High Risk'),
(34719, 84, 12, '15:45.8', 37.426389079385906, 99.21943055453055, 126, 87, 46, 'Female', 64.27784345257487, 1.6103038978956554, 0.13776291701471227, 39, 24.788235255327244, 100, 'Low Risk'),
(34720, 92, 19, '14:45.8', 36.71178681395227, 99.49199622899297, 118, 77, 85, 'Female', 80.56309478023044, 1.8392944154400643, 0.051491656, 41, 23.81407058645466, 90.66666666666667, 'High Risk'),
(34721, 78, 19, '13:45.8', 36.93716325840657, 98.72919463914707, 124, 79, 43, 'Female', 94.90221740476792, 1.7533645345234663, 0.087778197, 45, 30.869665555293487, 94, 'High Risk'),
(34722, 80, 14, '12:45.8', 37.45476274425459, 95.18322549523344, 138, 74, 72, 'Male', 96.96737202, 1.5552578539825923, 0.14437952859053388, 64, 40.08859349197431, 95.33333333333333, 'High Risk'),
(34723, 84, 19, '11:45.8', 37.34911753686832, 96.93571649112292, 128, 82, 53, 'Male', 92.85604082765155, 1.7868691784340778, 0.11397076624708166, 46, 29.082025225823987, 97.33333333333333, 'Low Risk'),
(34724, 62, 13, '10:45.8', 36.36383333394679, 95.19051330905077, 117, 78, 37, 'Female', 97.42717379639686, 1.8006616156735282, 0.05964376, 39, 30.04802215142803, 91, 'High Risk'),
(34725, 94, 15, '09:45.8', 36.811462741296516, 99.73792920277805, 110, 83, 22, 'Male', 73.00710793, 1.6101561535177238, 0.055416807, 27, 28.15977319887098, 92, 'High Risk'),
(34726, 83, 14, '08:45.8', 36.35652856381018, 97.76876242623197, 138, 76, 21, 'Male', 72.16242853835631, 1.815868476682799, 0.06799365, 62, 21.884788894184478, 96.66666666666666, 'Low Risk'),
(34727, 75, 13, '07:45.8', 37.26533526088124, 97.37182483686117, 137, 71, 56, 'Female', 67.78899135554991, 1.7937172779358201, 0.06447277, 66, 21.06935249455665, 93, 'Low Risk'),
(34728, 86, 15, '06:45.8', 36.81588739541416, 99.65824982261266, 132, 71, 38, 'Female', 80.15838881984052, 1.7863894351588376, 0.072272323, 61, 25.11867322198953, 91.33333333333333, 'Low Risk'),
(34729, 77, 13, '05:45.8', 36.36338724, 98.85467410081665, 123, 79, 40, 'Female', 51.48873801201444, 1.9981648138785066, 0.1380420752123248, 44, 12.895839911433146, 93.66666666666667, 'High Risk'),
(34730, 91, 14, '04:45.8', 36.948416673768385, 95.88413163929542, 122, 81, 71, 'Male', 93.11122789889004, 1.5165759014526368, 0.12299289119571997, 41, 40.483099179756415, 94.66666666666667, 'High Risk'),
(34731, 80, 18, '03:45.8', 36.57712222605002, 99.65200815371591, 111, 73, 33, 'Male', 70.90244272940161, 1.9186385301652455, 0.10243175797074199, 38, 19.26082450866145, 85.66666666666667, 'Low Risk'),
(34732, 84, 17, '02:45.8', 37.10445139, 97.82029603077588, 119, 74, 37, 'Male', 57.52245593100319, 1.687273412698044, 0.11930027391609421, 45, 20.205355396522485, 89, 'Low Risk'),
(34733, 85, 18, '01:45.8', 36.326524451021164, 96.75929304682964, 112, 89, 88, 'Female', 67.00286099272091, 1.657903687, 0.052189668377624954, 23, 24.376691030914138, 96.66666666666667, 'Low Risk'),
(34734, 84, 15, '00:45.8', 37.14571019426678, 95.29676080485378, 127, 71, 71, 'Male', 61.51634176512748, 1.9511394075183994, 0.13257894976628276, 56, 16.15897838449554, 89.66666666666666, 'High Risk'),
(34735, 86, 18, '59:45.8', 36.528434664708215, 96.94950098302033, 121, 81, 39, 'Male', 58.65320756368878, 1.762604621720798, 0.080832497, 40, 18.87912918454573, 94.33333333333333, 'Low Risk'),
(34736, 71, 16, '58:45.8', 36.76518120972246, 95.78911882031123, 129, 86, 21, 'Male', 95.24970275404861, 1.9327678250422844, 0.065764781, 43, 25.49789066423603, 100.33333333333333, 'Low Risk'),
(34737, 87, 17, '57:45.8', 36.526817776123856, 96.87364344566431, 125, 72, 50, 'Male', 72.6005375, 1.6519628613159982, 0.070979618, 53, 26.603530640783806, 89.66666666666666, 'Low Risk'),
(34738, 88, 18, '56:45.8', 36.85635869420843, 98.25002583284703, 131, 85, 48, 'Male', 50.77621046284344, 1.8056347748017239, 0.081698995, 46, 15.574010563298089, 100.33333333333333, 'High Risk'),
(34739, 76, 15, '55:45.8', 36.769989722088006, 97.50674024046629, 129, 76, 32, 'Female', 96.62980511, 1.6047082493422482, 0.085204904, 53, 37.524847263113585, 93.66666666666666, 'High Risk'),
(34740, 98, 19, '54:45.8', 36.07291765995131, 97.94386749906246, 112, 87, 56, 'Female', 78.73705181104506, 1.8295574475047889, 0.077953569, 25, 23.52269339234334, 95.33333333333333, 'High Risk'),
(34741, 95, 18, '53:45.8', 36.090096899474254, 98.64703146647808, 111, 76, 30, 'Female', 85.50439579474488, 1.6070981416147712, 0.12803120913610927, 35, 33.10576627781463, 87.66666666666667, 'High Risk'),
(34742, 91, 14, '52:45.8', 36.29843789322038, 98.87836758445827, 110, 89, 36, 'Male', 50.43940483261894, 1.6400135427212377, 0.1322003462567402, 21, 18.753187020469788, 96, 'High Risk'),
(34743, 99, 16, '51:45.8', 36.961370771449666, 99.23273082433955, 125, 82, 50, 'Female', 59.55697033, 1.556255376403961, 0.077334118, 43, 24.590698632341716, 96.33333333333333, 'High Risk'),
(34744, 68, 15, '50:45.8', 36.883285205947914, 96.33015589117724, 126, 72, 34, 'Male', 68.34511751835294, 1.6889832800301967, 0.10300919661767559, 54, 23.958343868996092, 90, 'Low Risk'),
(34745, 70, 13, '49:45.8', 36.82371941252956, 97.49183307966436, 113, 83, 24, 'Male', 61.964922222604706, 1.5043793464310804, 0.13750499133610683, 30, 27.37985754177056, 93, 'Low Risk'),
(34746, 97, 17, '48:45.8', 37.45305284, 95.82266119684881, 128, 88, 62, 'Female', 96.90773847, 1.590737806538221, 0.12624446707340775, 40, 38.29669118357658, 101.33333333333333, 'High Risk'),
(34747, 71, 14, '47:45.8', 36.86790254459648, 96.58369166706206, 130, 84, 63, 'Male', 65.36756838488793, 1.6751812237129973, 0.12984128483612256, 46, 23.29371388523189, 99.33333333333333, 'Low Risk'),
(34748, 81, 16, '46:45.8', 36.481917590214614, 98.95243126, 116, 81, 20, 'Female', 74.62004706882642, 1.8848293206314675, 0.066650914, 35, 21.004457080680645, 92.66666666666667, 'Low Risk'),
(34749, 62, 13, '45:45.8', 37.433388446228285, 99.58126474801556, 130, 71, 77, 'Male', 58.298243840031745, 1.9032828974329306, 0.12099220797359252, 59, 16.093436180926815, 90.66666666666666, 'High Risk'),
(34750, 98, 12, '44:45.8', 36.01837500224217, 97.33322305145276, 118, 77, 87, 'Female', 88.60900109539031, 1.5911873566790071, 0.093457538, 41, 34.99735332877584, 90.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(34751, 63, 12, '43:45.8', 36.33846878194339, 98.16313984799069, 111, 86, 82, 'Female', 69.37057949996222, 1.651189919741928, 0.14120324347485594, 25, 25.44375852085416, 94.33333333333333, 'Low Risk'),
(34752, 81, 14, '42:45.8', 36.559229237644956, 97.94623953439462, 114, 86, 23, 'Female', 56.324721026001725, 1.5877118580842016, 0.14251017665485452, 28, 22.343729888271255, 95.33333333333333, 'Low Risk'),
(34753, 95, 16, '41:45.8', 36.27482243050611, 95.84566480974537, 123, 74, 48, 'Male', 70.19484818212494, 1.7622549619313246, 0.055448058, 49, 22.60308691081265, 90.33333333333333, 'High Risk'),
(34754, 95, 14, '40:45.8', 37.01005573413732, 99.98621568818078, 134, 86, 44, 'Female', 78.39376005195754, 1.6378095924642864, 0.11529912327027882, 48, 29.22501040825788, 102, 'High Risk'),
(34755, 64, 14, '39:45.8', 37.253298437993024, 95.51483063086702, 125, 85, 77, 'Male', 50.39971926584363, 1.535574938406115, 0.071753292, 40, 21.374013841768623, 98.33333333333333, 'Low Risk'),
(34756, 73, 16, '38:45.8', 37.41268378896299, 95.85386023581735, 137, 78, 20, 'Male', 72.06807624602978, 1.9111481058210997, 0.061392663935269855, 59, 19.731233710209004, 97.66666666666666, 'Low Risk'),
(34757, 64, 13, '37:45.8', 37.09285279, 99.73453715270465, 123, 74, 56, 'Female', 69.63650822333011, 1.7966722506824864, 0.099046681, 49, 21.572439799538977, 90.33333333333333, 'Low Risk'),
(34758, 68, 14, '36:45.8', 36.359762056626785, 96.20492112019839, 138, 89, 47, 'Male', 93.08905359144896, 1.9645740716219315, 0.1221339330526215, 49, 24.119138927923395, 105.33333333333333, 'Low Risk'),
(34759, 78, 19, '35:45.8', 37.344288346364024, 97.61105759741353, 132, 76, 31, 'Female', 87.02969879547196, 1.6508327946314245, 0.13868042463635727, 56, 31.934587072002238, 94.66666666666666, 'High Risk'),
(34760, 91, 18, '34:45.8', 36.15636248, 96.64757627780929, 128, 88, 34, 'Male', 92.78967177648953, 1.899637545347105, 0.10127050311698857, 40, 25.713319685711216, 101.33333333333333, 'High Risk'),
(34761, 74, 12, '33:45.8', 36.32738563258915, 99.65471696863784, 131, 74, 84, 'Female', 77.44067023971702, 1.8436118650661053, 0.12715005239298405, 57, 22.78400745816016, 93, 'Low Risk'),
(34762, 92, 19, '32:45.8', 36.112433280605096, 97.02544254156197, 138, 87, 42, 'Female', 97.94737313983089, 1.5350526121877315, 0.145250224, 51, 41.56676853211389, 104, 'High Risk'),
(34763, 97, 19, '31:45.8', 36.949807277659026, 95.48787112101607, 133, 83, 81, 'Male', 50.42929945265321, 1.8731990639902403, 0.075701684, 50, 14.37192926084838, 99.66666666666666, 'High Risk'),
(34764, 65, 16, '30:45.8', 36.687392019390806, 95.06772237601461, 139, 89, 61, 'Male', 99.82099245153935, 1.547157011996127, 0.098197841, 50, 41.70163699530479, 105.66666666666666, 'High Risk'),
(34765, 80, 14, '29:45.8', 36.464792534310284, 96.74884378307121, 119, 74, 67, 'Male', 99.55776042751161, 1.6850391681343648, 0.13877103251079637, 45, 35.063488139211074, 89, 'High Risk'),
(34766, 92, 16, '28:45.8', 36.737022838376504, 95.99829543733868, 111, 85, 69, 'Female', 93.88085312756905, 1.961578779621417, 0.12670841538399952, 26, 24.398634332441915, 93.66666666666667, 'High Risk'),
(34767, 70, 19, '27:45.8', 36.285331537251885, 96.94556435573747, 129, 80, 18, 'Female', 91.29743801304737, 1.8438442337181322, 0.10499633425862137, 49, 26.854070925187358, 96.33333333333333, 'Low Risk'),
(34768, 64, 16, '26:45.8', 37.36098808508038, 99.60395618301948, 119, 77, 49, 'Male', 76.78312294382337, 1.541263927078615, 0.11198484207918252, 42, 32.323006082679136, 91, 'High Risk'),
(34769, 65, 19, '25:45.8', 37.28029534617732, 98.34333892898425, 139, 81, 23, 'Female', 50.03158974972693, 1.740720907, 0.079585659, 58, 16.511480349197907, 100.33333333333333, 'High Risk'),
(34770, 88, 17, '24:45.8', 37.283070345307664, 95.59589575333693, 127, 83, 42, 'Female', 96.06093563604337, 1.9607484784520106, 0.11739438600447365, 44, 24.986362651590795, 97.66666666666667, 'Low Risk'),
(34771, 89, 12, '23:45.8', 37.28707388295387, 95.99958636313677, 110, 73, 63, 'Female', 82.15497557074393, 1.5135718993685285, 0.099064603, 37, 35.86144281812572, 85.33333333333333, 'High Risk'),
(34772, 65, 16, '22:45.8', 36.362026319757405, 97.08735589756809, 132, 72, 61, 'Female', 73.12971441581436, 1.7127138666115735, 0.086115343, 60, 24.93011314863829, 92, 'Low Risk'),
(34773, 86, 13, '21:45.8', 36.083153924115514, 98.71989603, 125, 79, 24, 'Male', 90.58279450722516, 1.5429274323034883, 0.06068547, 46, 38.050004588156895, 94.33333333333333, 'High Risk'),
(34774, 74, 18, '20:45.8', 37.35730984562014, 98.77070850789285, 137, 87, 39, 'Male', 60.437815787036186, 1.9384645312984183, 0.099877614, 50, 16.083962158029777, 103.66666666666666, 'High Risk'),
(34775, 85, 15, '19:45.8', 36.72571925890931, 99.50445123946649, 135, 84, 64, 'Male', 87.30395012689578, 1.6415492507145224, 0.11846043866946655, 51, 32.39858624949005, 101, 'High Risk'),
(34776, 96, 18, '18:45.8', 36.76394855218637, 95.87276656, 123, 75, 27, 'Male', 72.41842859, 1.6512789914275625, 0.084154401, 48, 26.558783926305995, 91, 'High Risk'),
(34777, 70, 13, '17:45.8', 37.178573978265604, 99.71666779360028, 129, 82, 61, 'Female', 93.27482734934674, 1.6990674871079645, 0.11155405199761885, 47, 32.31046401218567, 97.66666666666667, 'High Risk'),
(34778, 62, 18, '16:45.8', 36.90418240545644, 99.91294477, 122, 82, 79, 'Male', 74.80506778805268, 1.6547644282963097, 0.080454731, 40, 27.318614380048945, 95.33333333333333, 'Low Risk'),
(34779, 97, 12, '15:45.8', 37.237566407643335, 99.77193902018178, 114, 75, 70, 'Male', 60.62156323845441, 1.682216838799118, 0.087479069, 39, 21.42215609182394, 88, 'High Risk'),
(34780, 67, 12, '14:45.8', 36.57641598259655, 97.52026118761675, 126, 80, 20, 'Female', 69.80625285614425, 1.7853376420405784, 0.1301147337586265, 46, 21.900478439244573, 95.33333333333333, 'Low Risk'),
(34781, 73, 17, '13:45.8', 36.74306568009698, 97.17718349406968, 118, 79, 39, 'Female', 93.24111468, 1.6333188589246483, 0.13817926829523397, 39, 34.95147461656003, 92, 'High Risk'),
(34782, 91, 13, '12:45.8', 36.29549154631142, 98.73272338362995, 134, 89, 56, 'Female', 65.83944277413889, 1.6107626435598998, 0.092025467, 45, 25.375993162775078, 104, 'High Risk'),
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(34960, 68, 12, '14:45.8', 37.40385075529408, 97.55521742616172, 121, 84, 62, 'Female', 59.02759839026172, 1.9904745337039726, 0.074141922, 37, 14.898476582629165, 96.33333333333333, 'High Risk'),
(34961, 72, 18, '13:45.8', 36.47200728525767, 99.47995556758067, 114, 73, 33, 'Male', 85.38445614, 1.6177465659555488, 0.098952486, 41, 32.62555011969919, 86.66666666666667, 'High Risk'),
(34962, 94, 13, '12:45.8', 37.07224138302578, 99.63051651, 126, 76, 88, 'Female', 51.53719226, 1.9718141643700882, 0.085147206, 50, 13.255276473726138, 92.66666666666666, 'High Risk'),
(34963, 80, 19, '11:45.8', 36.27638524405565, 96.93878207835238, 117, 87, 85, 'Female', 77.02575474999458, 1.9554466845154708, 0.073710001, 30, 20.14392073281075, 97, 'Low Risk'),
(34964, 82, 14, '10:45.8', 36.15822635402041, 96.02030122, 130, 72, 69, 'Male', 67.99396521826549, 1.916725618288077, 0.094528352, 58, 18.507615728515553, 91.33333333333333, 'Low Risk'),
(34965, 97, 15, '09:45.8', 36.635219925790246, 97.80978427, 139, 76, 19, 'Female', 92.85221520067549, 1.8758268311768864, 0.1105430778374307, 63, 26.388018637828093, 97, 'High Risk'),
(34966, 74, 17, '08:45.8', 37.11927900593094, 98.64738549264844, 137, 78, 39, 'Female', 66.67423002983706, 1.994726444774079, 0.05597506, 59, 16.756808961602506, 97.66666666666666, 'High Risk'),
(34967, 98, 19, '07:45.8', 36.544792103981536, 96.27073865628348, 119, 78, 39, 'Female', 62.03101479114293, 1.592139807654449, 0.054154662562196226, 41, 24.470705142334083, 91.66666666666667, 'High Risk'),
(34968, 92, 13, '06:45.8', 37.409974168461424, 99.64997907823792, 117, 80, 34, 'Male', 98.51030304270743, 1.9064457035437274, 0.11148954515806905, 37, 27.103961597466665, 92.33333333333333, 'High Risk'),
(34969, 82, 12, '05:45.8', 36.59103333310017, 97.73324168, 128, 71, 75, 'Female', 79.38394605147823, 1.5909541368743094, 0.1010194936218658, 57, 31.36298300678988, 90, 'High Risk'),
(34970, 73, 17, '04:45.8', 36.82746472, 98.57505731725941, 116, 84, 25, 'Female', 83.78119651788012, 1.9194689459219276, 0.1253758056424929, 32, 22.73968151779255, 94.66666666666667, 'Low Risk'),
(34971, 99, 12, '03:45.8', 36.10565522659553, 98.15453455132766, 138, 79, 72, 'Female', 88.26437407856046, 1.7637033889302745, 0.11537886481153213, 59, 28.374900479482655, 98.66666666666666, 'High Risk'),
(34972, 72, 14, '02:45.8', 36.31233584600093, 95.90651132767726, 137, 73, 44, 'Female', 97.3508876, 1.947181154863891, 0.089448903, 64, 25.67599013234421, 94.33333333333333, 'Low Risk'),
(34973, 62, 14, '01:45.8', 37.295194202911155, 98.04834666774072, 129, 89, 37, 'Male', 87.02649776686755, 1.645237732, 0.069353688, 40, 32.15097772239522, 102.33333333333333, 'High Risk'),
(34974, 84, 12, '00:45.8', 37.412097749320324, 98.41657551353036, 113, 85, 80, 'Male', 56.42927164702731, 1.7572674603509042, 0.052524245, 28, 18.27379339020027, 94.33333333333333, 'High Risk'),
(34975, 86, 12, '59:45.8', 37.04086160755504, 99.43369651460361, 112, 75, 66, 'Female', 68.88601565520439, 1.799982600221964, 0.056752764, 37, 21.261526991922445, 87.33333333333333, 'Low Risk'),
(34976, 82, 12, '58:45.8', 37.43378158304326, 96.31191649375315, 121, 89, 38, 'Female', 51.86634637500725, 1.5267917444396293, 0.13794084310541208, 32, 22.249796849689453, 99.66666666666667, 'Low Risk'),
(34977, 62, 17, '57:45.8', 36.821356597524755, 96.81794739124223, 132, 72, 80, 'Male', 55.19857719087531, 1.6437667161154816, 0.068704551, 60, 20.429019297925553, 92, 'Low Risk'),
(34978, 90, 14, '56:45.8', 37.09423017892681, 98.57348742679521, 112, 85, 81, 'Female', 87.26086763639319, 1.9804062151950979, 0.059923164, 27, 22.24902405727414, 94, 'Low Risk'),
(34979, 96, 14, '55:45.8', 36.34701919742956, 96.78854198879239, 127, 87, 28, 'Female', 67.50715251961385, 1.7952780520908482, 0.073457972, 40, 20.945288496069704, 100.33333333333333, 'High Risk'),
(34980, 72, 14, '54:45.8', 37.15661280116988, 98.03165681, 131, 81, 47, 'Male', 80.49050837557473, 1.5323031830272122, 0.093378346, 50, 34.28114056911801, 97.66666666666666, 'High Risk'),
(34981, 69, 15, '53:45.8', 37.19052242652605, 95.84969478, 125, 80, 35, 'Female', 69.08077837146615, 1.9568107599014737, 0.070022921, 45, 18.040956811857296, 95, 'High Risk'),
(34982, 84, 12, '52:45.8', 36.408869204320226, 95.91339847702375, 129, 81, 30, 'Male', 83.94720796408583, 1.771205393958676, 0.091461319, 48, 26.75890908973318, 97, 'Low Risk'),
(34983, 83, 19, '51:45.8', 36.826671120069804, 97.83057754652529, 113, 87, 61, 'Female', 94.51430951068923, 1.761613584023195, 0.09763832, 26, 30.456238503907976, 95.66666666666667, 'High Risk'),
(34984, 93, 14, '50:45.8', 37.49804934298332, 96.25258271819413, 118, 70, 46, 'Female', 59.10595088, 1.9127975305107414, 0.10748687382687865, 48, 16.154488208599858, 86, 'High Risk'),
(34985, 88, 16, '49:45.8', 37.49174601040559, 97.12079526010409, 126, 87, 48, 'Male', 69.56629197375406, 1.558962141047785, 0.14170288889249216, 39, 28.623828291606245, 100, 'Low Risk'),
(34986, 93, 19, '48:45.8', 36.96307849364559, 96.78393857034588, 137, 83, 56, 'Female', 95.96128724620577, 1.6919872671260703, 0.11131933548477566, 54, 33.51983592, 101, 'High Risk'),
(34987, 80, 18, '47:45.8', 37.46465362924412, 95.27057972979988, 129, 73, 86, 'Male', 87.32832772078291, 1.8370019772062873, 0.065838991, 56, 25.87830912155657, 91.66666666666666, 'Low Risk'),
(34988, 66, 12, '46:45.8', 36.73603340876342, 96.16806347436386, 130, 73, 56, 'Male', 74.94728711473016, 1.8254006906434632, 0.11285328243349903, 57, 22.49259151644047, 92, 'Low Risk'),
(34989, 98, 13, '45:45.8', 36.77161151413987, 98.88942557731015, 121, 70, 69, 'Male', 75.45009557285034, 1.5279234335941585, 0.14343692019661225, 51, 32.31890298394873, 87, 'High Risk'),
(34990, 65, 18, '44:45.8', 36.76267373, 98.34739021611976, 123, 74, 28, 'Male', 68.15085767305185, 1.8763582195599602, 0.083389664, 49, 19.357078784717046, 90.33333333333333, 'Low Risk'),
(34991, 96, 16, '43:45.8', 36.055571378815394, 95.46486729180903, 139, 74, 19, 'Male', 90.32640906854488, 1.8088264706865882, 0.11506717634366648, 65, 27.607109340779104, 95.66666666666666, 'High Risk'),
(34992, 78, 15, '42:45.8', 37.09103362892754, 98.67090319621607, 127, 80, 47, 'Male', 58.86930994920499, 1.7692297173869027, 0.11397521646509012, 47, 18.807041986939584, 95.66666666666667, 'Low Risk'),
(34993, 97, 16, '41:45.8', 36.48079067357531, 95.77230145655294, 128, 86, 23, 'Male', 86.99062976626854, 1.819551876295556, 0.085163537, 42, 26.275052401443098, 100, 'High Risk'),
(34994, 90, 15, '40:45.8', 36.50317237, 96.48520072418378, 112, 85, 82, 'Female', 83.98663510590863, 1.7164083187334425, 0.13645761189533218, 27, 28.50814508276856, 94, 'Low Risk'),
(34995, 88, 13, '39:45.8', 36.613003947134416, 98.90665898889638, 113, 71, 60, 'Female', 70.44796008906403, 1.7393739454159993, 0.058133573962744135, 42, 23.285335587092693, 85, 'Low Risk'),
(34996, 69, 12, '38:45.8', 36.245519604797686, 97.17321805379736, 134, 87, 82, 'Male', 98.44212492203836, 1.5435664422783923, 0.14927641084824353, 47, 41.317146784147965, 102.66666666666667, 'High Risk'),
(34997, 76, 19, '37:45.8', 36.04345356685043, 95.75165173345397, 121, 71, 84, 'Male', 66.78010475291845, 1.9717844761527343, 0.11562449689675652, 50, 17.17624435048951, 87.66666666666666, 'High Risk'),
(34998, 84, 17, '36:45.8', 36.57426341587257, 97.01406921194804, 114, 86, 76, 'Female', 64.47126783528782, 1.8226203626783826, 0.075715715, 28, 19.407686791402124, 95.33333333333333, 'Low Risk'),
(34999, 80, 15, '35:45.8', 36.02624731, 97.25447845147642, 111, 73, 69, 'Male', 84.09331112561031, 1.5168027363531715, 0.095945858, 38, 36.551335186847616, 85.66666666666667, 'High Risk'),
(35000, 69, 15, '34:45.8', 36.575527049358435, 96.53959929386681, 115, 77, 32, 'Female', 58.36954241091652, 1.8433012021768014, 0.059531998, 38, 17.178833719593456, 89.66666666666667, 'High Risk'),
(35001, 84, 19, '33:45.8', 37.298931472532075, 96.76656118280289, 122, 77, 71, 'Female', 57.93883500664879, 1.953595355, 0.060030186903441723, 45, 15.181005246306773, 92, 'High Risk'),
(35002, 79, 14, '32:45.8', 36.84323246324329, 96.93274323747411, 136, 73, 35, 'Female', 99.83768154855514, 1.6017517848983749, 0.068321502, 63, 38.91383686799345, 94, 'High Risk'),
(35003, 73, 17, '31:45.8', 36.406826849850894, 98.28027022792676, 133, 72, 37, 'Female', 76.81904902790976, 1.8155346596691064, 0.13855424234340846, 61, 23.305575837696235, 92.33333333333333, 'Low Risk'),
(35004, 88, 19, '30:45.8', 36.25769579719778, 99.73359155577688, 110, 76, 70, 'Male', 70.70765221, 1.5382894021781293, 0.056736316, 34, 29.88066929479118, 87.33333333333333, 'Low Risk'),
(35005, 66, 17, '29:45.8', 36.90100289667765, 95.3913494, 117, 87, 68, 'Male', 76.64339096251666, 1.8254137073312504, 0.104832296, 30, 23.001284850482076, 97, 'Low Risk'),
(35006, 87, 12, '28:45.8', 37.07739243571863, 99.37635187672909, 129, 78, 74, 'Female', 68.24917183683012, 1.633883552089163, 0.14218040878605637, 51, 25.565552580833085, 95, 'Low Risk'),
(35007, 76, 17, '27:45.8', 36.43455884774579, 99.30692629397257, 110, 81, 43, 'Male', 67.50099456, 1.975032353266392, 0.078101056, 29, 17.30460710582451, 90.66666666666667, 'High Risk'),
(35008, 91, 18, '26:45.8', 36.046707094797505, 98.05021498959519, 132, 72, 80, 'Male', 53.76770304299594, 1.6911215155572765, 0.12943054179531305, 60, 18.80060625081294, 92, 'High Risk'),
(35009, 94, 12, '25:45.8', 36.029958552049834, 96.28310113472926, 135, 77, 62, 'Male', 60.89241208, 1.766545845544219, 0.1384491177260694, 58, 19.512519596431094, 96.33333333333333, 'High Risk'),
(35010, 95, 15, '24:45.8', 37.19685909, 99.84819411175631, 131, 84, 58, 'Female', 70.46975728, 1.6462379577981845, 0.077115823, 47, 26.002646590901904, 99.66666666666667, 'High Risk'),
(35011, 90, 17, '23:45.8', 36.35092486581539, 99.92429494882963, 126, 76, 62, 'Female', 75.99437768610612, 1.8871844238363131, 0.10507661643035802, 50, 21.33795408023812, 92.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(35012, 69, 14, '22:45.8', 36.30529555070669, 96.22195302113008, 126, 89, 65, 'Female', 50.48908203436665, 1.8628421753460012, 0.10203907863944353, 37, 14.549408940698846, 101.33333333333333, 'High Risk'),
(35013, 84, 18, '21:45.8', 36.29606777897923, 95.79072734541741, 123, 85, 69, 'Male', 52.98413495286964, 1.8660304246267194, 0.11142259131253912, 38, 15.216277061245256, 97.66666666666667, 'High Risk'),
(35014, 79, 18, '20:45.8', 36.68979020247011, 99.57237401472851, 126, 82, 35, 'Female', 84.03964783574546, 1.886203990695479, 0.14474099782737565, 44, 23.621469139912733, 96.66666666666667, 'Low Risk'),
(35015, 76, 12, '19:45.8', 36.40959183409664, 98.98749201575463, 138, 88, 66, 'Female', 70.03993750368318, 1.6054765260671113, 0.11217563478161083, 50, 27.173015078189145, 104.66666666666666, 'Low Risk'),
(35016, 60, 15, '18:45.8', 37.236677501051695, 97.65496470674509, 118, 75, 22, 'Female', 69.93887445994223, 1.7159153534201135, 0.063923688, 43, 23.753462149145086, 89.33333333333333, 'Low Risk'),
(35017, 68, 18, '17:45.8', 37.436285218586704, 99.14747989037971, 136, 77, 78, 'Female', 77.57625239238378, 1.946189549509018, 0.14627318347351187, 59, 20.481347360208886, 96.66666666666666, 'Low Risk'),
(35018, 80, 19, '16:45.8', 36.01600804, 99.92503504705444, 125, 70, 73, 'Female', 90.14558101823917, 1.9375228173176429, 0.059318042, 55, 24.013241626481772, 88.33333333333333, 'Low Risk'),
(35019, 75, 19, '15:45.8', 37.11167388022102, 96.07081964528464, 115, 89, 72, 'Male', 75.53214756, 1.6434864115251286, 0.070327511, 26, 27.964019584271632, 97.66666666666667, 'Low Risk'),
(35020, 60, 17, '14:45.8', 37.24413766, 96.76207870285435, 135, 87, 49, 'Female', 78.98197387444324, 1.9810274683698046, 0.065351079, 48, 20.12551434639899, 103, 'Low Risk'),
(35021, 64, 19, '13:45.8', 37.049236725551935, 98.64944768751018, 134, 76, 86, 'Female', 75.08269871565852, 1.5597954859100833, 0.12383984409121084, 58, 30.860613530320606, 95.33333333333333, 'High Risk'),
(35022, 71, 17, '12:45.8', 36.23157917684502, 98.83345886622166, 111, 89, 52, 'Male', 97.61426725687005, 1.5064996288754418, 0.1432618040578884, 22, 43.01057420332881, 96.33333333333333, 'High Risk'),
(35023, 65, 16, '11:45.8', 37.02993119, 96.49900058984578, 122, 81, 60, 'Male', 56.55059074, 1.6294226278390291, 0.051557206, 41, 21.299512322768653, 94.66666666666667, 'Low Risk'),
(35024, 60, 14, '10:45.8', 36.77135890419958, 97.43480639638999, 130, 80, 68, 'Male', 54.52310387536609, 1.8890752847916392, 0.062306922, 50, 15.278546457504625, 96.66666666666666, 'High Risk'),
(35025, 63, 19, '09:45.8', 36.76061805, 98.34524086808621, 121, 80, 29, 'Male', 75.32533964929414, 1.808753127271109, 0.11881041305199999, 41, 23.02409182262445, 93.66666666666667, 'Low Risk'),
(35026, 68, 18, '08:45.8', 37.16199812110361, 97.74578356, 128, 85, 45, 'Female', 90.91974134857722, 1.659548585712671, 0.14723100431951336, 43, 33.01248740223354, 99.33333333333333, 'High Risk'),
(35027, 99, 18, '07:45.8', 36.71391024408437, 97.87096637212346, 114, 89, 47, 'Male', 77.10634162609998, 1.738860444987946, 0.066117347, 25, 25.501201409283436, 97.33333333333333, 'High Risk'),
(35028, 64, 15, '06:45.8', 36.85390034683976, 99.32484644500379, 119, 79, 60, 'Male', 55.97126706381296, 1.683346021336442, 0.088406194, 40, 19.752330549219348, 92.33333333333333, 'Low Risk'),
(35029, 92, 14, '05:45.8', 36.754491359268805, 98.49203635162944, 136, 89, 87, 'Female', 65.39474402883663, 1.7199164935732116, 0.057710200489548315, 47, 22.106913991818548, 104.66666666666667, 'High Risk'),
(35030, 62, 17, '04:45.8', 36.94519237881077, 99.62031103324924, 136, 71, 65, 'Female', 53.678116066770606, 1.7745596907542738, 0.079153167, 65, 17.045747092158948, 92.66666666666666, 'High Risk'),
(35031, 76, 18, '03:45.8', 36.42732564775331, 98.48014551844958, 117, 71, 77, 'Male', 61.84066207, 1.8071110336094915, 0.084387103, 46, 18.93670681738803, 86.33333333333333, 'Low Risk'),
(35032, 80, 12, '02:45.8', 36.24170835813223, 99.63675958, 119, 79, 24, 'Female', 80.07665586251588, 1.6067389848391254, 0.056756017597807296, 40, 31.018105264568806, 92.33333333333333, 'High Risk'),
(35033, 84, 17, '01:45.8', 37.39071329624166, 98.72825586373872, 134, 82, 65, 'Female', 91.68723176912178, 1.740726775570767, 0.078944573, 52, 30.258517168949346, 99.33333333333333, 'High Risk'),
(35034, 80, 18, '00:45.8', 37.473305449442485, 97.48551981353225, 119, 79, 74, 'Female', 69.54775653473166, 1.7796765078565362, 0.14029826768651305, 40, 21.95841505206533, 92.33333333333333, 'Low Risk'),
(35035, 74, 15, '59:45.8', 36.54300227891128, 99.08140021, 134, 71, 44, 'Female', 80.87979841189755, 1.6794298710943996, 0.078516219, 63, 28.675850871830423, 92, 'Low Risk'),
(35036, 76, 13, '58:45.8', 36.28408589467054, 95.72791452369677, 131, 77, 51, 'Male', 58.052611151616425, 1.5145409166289063, 0.13441887313471101, 54, 25.308111393443987, 95, 'Low Risk'),
(35037, 86, 17, '57:45.8', 37.00019597760833, 98.62555607, 139, 74, 46, 'Female', 88.50000407913623, 1.8638388814998814, 0.075741964, 65, 25.47572522929006, 95.66666666666666, 'Low Risk'),
(35038, 71, 12, '56:45.8', 36.09132219095838, 97.18644802, 128, 75, 62, 'Male', 81.50525134197662, 1.7900471184016853, 0.11328300142733617, 53, 25.43645971250469, 92.66666666666666, 'Low Risk'),
(35039, 89, 19, '55:45.8', 36.95089045778235, 96.83684119958158, 113, 73, 21, 'Male', 65.01515070872338, 1.9369131858466138, 0.075706581, 40, 17.329828394601183, 86.33333333333333, 'High Risk'),
(35040, 63, 17, '54:45.8', 37.32633433, 98.06012159073408, 116, 74, 53, 'Male', 98.35106703851193, 1.691219434680787, 0.068285247, 42, 34.38580172884752, 88, 'High Risk'),
(35041, 81, 17, '53:45.8', 36.33233472445064, 96.82053659, 112, 77, 36, 'Male', 63.03375748576117, 1.6725421237842006, 0.12942934091204908, 35, 22.53300263580235, 88.66666666666667, 'Low Risk'),
(35042, 82, 17, '52:45.8', 37.079101912985514, 97.36105386820756, 116, 77, 20, 'Male', 74.77907256545241, 1.6360135266969702, 0.13023790099237714, 39, 27.938706432322114, 90, 'Low Risk'),
(35043, 74, 17, '51:45.8', 36.582380627960426, 96.56207058767892, 128, 75, 58, 'Female', 60.506748206121514, 1.6771082795565777, 0.074829233, 53, 21.512040530835783, 92.66666666666666, 'Low Risk'),
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(35223, 71, 12, '51:45.8', 36.08986341413463, 98.30662155255294, 133, 79, 32, 'Male', 95.28621170307042, 1.5920790721914435, 0.13883392314740872, 54, 37.59246411433008, 97, 'High Risk'),
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(35225, 90, 17, '49:45.8', 36.53528087208277, 97.66750116, 126, 72, 27, 'Female', 53.96452789014916, 1.5229950316863847, 0.11082526712574034, 54, 23.265447414899377, 90, 'Low Risk'),
(35226, 61, 15, '48:45.8', 37.10016105586822, 95.04660113, 136, 72, 36, 'Female', 80.17164687511547, 1.935126264, 0.07577393, 64, 21.40928632260218, 93.33333333333333, 'Low Risk'),
(35227, 82, 14, '47:45.8', 36.482285395827894, 96.84805961033877, 120, 76, 44, 'Male', 92.29478790731054, 1.9431741578374073, 0.075686786, 44, 24.442955875725808, 90.66666666666667, 'Low Risk'),
(35228, 65, 17, '46:45.8', 36.400163660339224, 96.72076485, 112, 74, 50, 'Male', 59.56546385347848, 1.8386010582571193, 0.10199176614128697, 38, 17.620552290155747, 86.66666666666667, 'High Risk'),
(35229, 96, 12, '45:45.8', 36.47082061907544, 95.15864848293381, 114, 75, 36, 'Male', 59.775430882748005, 1.6388338425648836, 0.11383451707859522, 39, 22.25629494, 88, 'High Risk'),
(35230, 78, 13, '44:45.8', 36.89652688869798, 96.88870852723842, 133, 76, 41, 'Female', 54.958797067278006, 1.6032302217146719, 0.075005372, 57, 21.381857777239688, 95, 'Low Risk'),
(35231, 62, 15, '43:45.8', 36.610571100073486, 95.3161546, 112, 85, 20, 'Male', 96.67724959180586, 1.6676781502910767, 0.14880382859878272, 27, 34.76160409784229, 94, 'High Risk'),
(35232, 69, 16, '42:45.8', 37.164629700553874, 96.91601981909287, 132, 86, 65, 'Male', 90.26671404463855, 1.8068880661014282, 0.14037531086146446, 46, 27.64808997887971, 101.33333333333333, 'Low Risk'),
(35233, 94, 17, '41:45.8', 36.31644337760096, 97.81146978191532, 138, 83, 77, 'Female', 57.136454999144675, 1.8856033950032096, 0.082835213, 55, 16.069878322535544, 101.33333333333333, 'High Risk'),
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(35235, 71, 13, '39:45.8', 36.00376589857547, 98.01864167573058, 128, 76, 82, 'Female', 71.84326015, 1.6227920017414246, 0.072517863, 52, 27.28100183371499, 93.33333333333333, 'Low Risk'),
(35236, 99, 12, '38:45.8', 36.147098078493485, 99.92999445329309, 139, 77, 83, 'Female', 50.46893137430961, 1.893641419271774, 0.12781386030809594, 62, 14.074358871215358, 97.66666666666666, 'High Risk'),
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(35242, 79, 15, '32:45.8', 36.10673726, 97.76840598, 128, 74, 48, 'Female', 60.750966412691895, 1.9126767404787843, 0.083811159, 54, 16.606191347726945, 92, 'High Risk'),
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(35245, 97, 12, '29:45.8', 37.25275580525303, 96.92210966351963, 134, 87, 85, 'Female', 95.12434138731602, 1.9705849327520788, 0.13324041000640285, 47, 24.49634823453555, 102.66666666666667, 'High Risk'),
(35246, 96, 18, '28:45.8', 36.82464736473688, 96.42200539015526, 118, 86, 65, 'Female', 78.90825989925423, 1.8356431819358174, 0.13336862512522407, 32, 23.41779151584801, 96.66666666666667, 'High Risk'),
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(35248, 78, 15, '26:45.8', 36.96994039531407, 97.27570609439283, 133, 82, 57, 'Male', 73.00043116076085, 1.5839731597312439, 0.1007270161143039, 51, 29.095765559602587, 99, 'Low Risk'),
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(35252, 89, 14, '22:45.8', 37.424883802464535, 97.38119338284241, 124, 85, 78, 'Male', 75.18900438920986, 1.5210272538963334, 0.10228587648307264, 39, 32.49977411454893, 98, 'High Risk'),
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(35261, 79, 14, '13:45.8', 36.126069240917126, 98.19389747807796, 116, 84, 68, 'Female', 81.08700251994512, 1.749126998394734, 0.1352955690725356, 32, 26.503825275943687, 94.66666666666667, 'Low Risk'),
(35262, 61, 17, '12:45.8', 36.750278510760594, 95.85693559390523, 112, 78, 80, 'Female', 85.98460777148034, 1.6418405120847643, 0.12604992107103746, 34, 31.89765667926363, 89.33333333333333, 'High Risk'),
(35263, 85, 16, '11:45.8', 36.61348255744374, 95.42979765676341, 136, 71, 63, 'Male', 60.105700656816175, 1.8311250135477388, 0.093997475, 65, 17.925846518851184, 92.66666666666666, 'High Risk'),
(35264, 88, 14, '10:45.8', 36.766273077111144, 96.63372385637724, 125, 71, 38, 'Male', 72.35120744045156, 1.958534995, 0.14819333282925978, 54, 18.861798961368358, 89, 'Low Risk'),
(35265, 70, 13, '09:45.8', 36.843606402417755, 97.69964988320825, 124, 72, 66, 'Female', 74.38710117744202, 1.5590075271813804, 0.14058418782154608, 52, 30.60562204327569, 89.33333333333333, 'High Risk'),
(35266, 72, 14, '08:45.8', 37.056123053765084, 99.79322566881149, 111, 71, 73, 'Male', 90.19577213, 1.9147066838649234, 0.098419243, 40, 24.60263786222304, 84.33333333333333, 'Low Risk'),
(35267, 73, 13, '07:45.8', 36.97709010179451, 95.50234802957104, 132, 77, 60, 'Female', 95.36056668641532, 1.5656924142815234, 0.062750738, 55, 38.90056671891011, 95.33333333333333, 'High Risk'),
(35268, 66, 15, '06:45.8', 36.587387860925965, 99.40578560074444, 136, 74, 73, 'Female', 51.44084702141228, 1.9246361378370187, 0.14156356404553627, 62, 13.88707685, 94.66666666666666, 'High Risk'),
(35269, 94, 12, '05:45.8', 37.34763550248787, 95.24040038447788, 116, 73, 79, 'Female', 60.912494807303105, 1.9741587735653008, 0.066820644, 43, 15.629397289536799, 87.33333333333333, 'High Risk'),
(35270, 73, 17, '04:45.8', 37.38293485610714, 95.02345787244315, 115, 83, 54, 'Female', 86.77313426265249, 1.5628475622864564, 0.134588267, 32, 35.52646903031924, 93.66666666666667, 'High Risk'),
(35271, 78, 12, '03:45.8', 37.11729325590885, 99.93636792351381, 126, 76, 63, 'Female', 81.68396663, 1.7966205353003386, 0.12953081347600862, 50, 25.30603477845336, 92.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(35274, 75, 14, '00:45.8', 36.17159874535948, 99.21213048, 115, 79, 81, 'Female', 77.99874494536142, 1.531027799002461, 0.1085936109566654, 36, 33.275260344064385, 91, 'High Risk'),
(35275, 71, 16, '59:45.8', 36.95586357953447, 96.55811412400953, 124, 82, 59, 'Female', 97.39605198387346, 1.9846534590286427, 0.10574416847336865, 42, 24.72703149, 96, 'Low Risk'),
(35276, 61, 19, '58:45.8', 36.362638980783196, 97.90619672124059, 138, 85, 23, 'Male', 96.26679473, 1.6780473776116225, 0.14304667018106304, 53, 34.187557573230386, 102.66666666666666, 'High Risk'),
(35277, 72, 14, '57:45.8', 36.626806181579745, 95.70832223509481, 134, 88, 68, 'Male', 71.93480099708005, 1.6335347960292044, 0.10451657235591448, 46, 26.957664672669317, 103.33333333333333, 'Low Risk'),
(35278, 69, 13, '56:45.8', 37.25733648666413, 95.75104197606683, 126, 83, 36, 'Male', 76.45693726, 1.752500701821681, 0.14964435270145804, 43, 24.89433307, 97.33333333333333, 'Low Risk'),
(35279, 91, 12, '55:45.8', 36.39801739047491, 99.11777597091547, 117, 86, 44, 'Female', 82.48785247151002, 1.5971736907062135, 0.10898381378482044, 31, 32.335955738374274, 96.33333333333333, 'High Risk'),
(35280, 79, 15, '54:45.8', 37.37210595108769, 95.96307026767728, 138, 79, 54, 'Female', 86.85454522282272, 1.6667031043813214, 0.10789449622355118, 59, 31.266269139599824, 98.66666666666666, 'High Risk'),
(35281, 82, 15, '53:45.8', 37.02001251797693, 95.96564880666858, 122, 75, 41, 'Male', 70.73900316762514, 1.6385782399867277, 0.11595468394180489, 47, 26.346599467223164, 90.66666666666667, 'Low Risk'),
(35282, 91, 13, '52:45.8', 37.40998877765149, 97.73970960975458, 119, 79, 22, 'Female', 84.49379173529329, 1.7696631386214525, 0.12808121977559161, 40, 26.980102191691014, 92.33333333333333, 'High Risk'),
(35283, 86, 12, '51:45.8', 36.331210615330676, 98.75734013192137, 120, 73, 37, 'Female', 79.69134278869895, 1.7199037026248836, 0.12304910644848725, 47, 26.94032817469275, 88.66666666666667, 'Low Risk'),
(35284, 97, 15, '50:45.8', 37.04564646726403, 95.1735529, 130, 71, 74, 'Male', 55.79051669650371, 1.875704980897536, 0.050611657, 59, 15.857375861735875, 90.66666666666666, 'High Risk'),
(35285, 91, 12, '49:45.8', 36.79906612013932, 97.49419613616627, 133, 78, 45, 'Male', 75.22465802687807, 1.8112618971941425, 0.11470349505152037, 55, 22.929665531050635, 96.33333333333333, 'High Risk'),
(35286, 91, 17, '48:45.8', 37.25067323459856, 97.06605096838499, 111, 83, 80, 'Male', 99.88444991257117, 1.6555023819289694, 0.1387136984398177, 28, 36.445025823874595, 92.33333333333333, 'High Risk'),
(35287, 79, 14, '47:45.8', 37.12462512137187, 95.66917571770425, 137, 89, 78, 'Female', 50.10455402650445, 1.7228827280279888, 0.087278236, 48, 16.87974052931864, 105, 'High Risk'),
(35288, 79, 16, '46:45.8', 37.225846610710214, 97.28330367466279, 123, 80, 22, 'Female', 99.44945016931362, 1.7348008994514228, 0.10113019005490648, 43, 33.04479858269634, 94.33333333333333, 'High Risk'),
(35289, 84, 17, '45:45.8', 36.367513086436304, 99.44985328, 120, 73, 51, 'Female', 73.42595782087548, 1.7572202601098472, 0.051075644564598136, 47, 23.77919874594367, 88.66666666666667, 'Low Risk'),
(35290, 73, 19, '44:45.8', 37.108341826692616, 96.71108372348999, 130, 72, 20, 'Male', 95.39579292536575, 1.5399641541229627, 0.068767648, 58, 40.226106446736175, 91.33333333333333, 'High Risk'),
(35291, 91, 19, '43:45.8', 36.762568377533945, 99.58257283542358, 130, 73, 75, 'Male', 88.20576165092737, 1.7067776969920292, 0.054519421, 57, 30.27910514697273, 92, 'High Risk'),
(35292, 98, 17, '42:45.8', 36.20215151717673, 97.22481885541866, 136, 71, 22, 'Female', 78.08469924299595, 1.9976996220101433, 0.075591266, 65, 19.566158486326504, 92.66666666666666, 'High Risk'),
(35293, 66, 19, '41:45.8', 37.045192286040596, 98.62889814800215, 131, 81, 43, 'Male', 94.15577778, 1.7995344466388066, 0.091469023, 50, 29.075463496591187, 97.66666666666666, 'Low Risk'),
(35294, 68, 17, '40:45.8', 36.454816527884795, 96.30571748756284, 125, 81, 18, 'Male', 57.69092333723169, 1.675875223613817, 0.07217714, 44, 20.54112044753051, 95.66666666666667, 'Low Risk'),
(35295, 73, 19, '39:45.8', 36.38796764377901, 97.86076478999212, 125, 81, 62, 'Female', 66.17326389439367, 1.8875701611889197, 0.14025166738926553, 44, 18.572755833778867, 95.66666666666667, 'Low Risk'),
(35296, 99, 16, '38:45.8', 37.081125871756655, 95.42585972543858, 130, 84, 53, 'Female', 51.934052238409286, 1.6940997426391007, 0.060530449, 46, 18.09565290841005, 99.33333333333333, 'High Risk'),
(35297, 63, 13, '37:45.8', 36.848795145063214, 98.61168622201897, 110, 76, 68, 'Female', 86.35014619005293, 1.9822531397394343, 0.090652064, 34, 21.97580781193332, 87.33333333333333, 'Low Risk'),
(35298, 70, 14, '36:45.8', 37.29790002775391, 98.71409274908197, 135, 74, 32, 'Male', 77.88942711399102, 1.7972801032130397, 0.053854297, 61, 24.112762946583807, 94.33333333333333, 'Low Risk'),
(35299, 66, 13, '35:45.8', 37.274121951810635, 96.81450222975896, 129, 75, 44, 'Female', 73.92091350690643, 1.9382742129471962, 0.095025871, 54, 19.676003422748522, 93, 'Low Risk'),
(35300, 80, 12, '34:45.8', 36.027365205837974, 97.54067604035278, 131, 86, 22, 'Female', 85.134099, 1.9037808741549522, 0.085373661, 45, 23.489275690158205, 101, 'Low Risk'),
(35301, 68, 16, '33:45.8', 37.209597131366756, 98.82739640821673, 135, 85, 36, 'Male', 89.33803692732404, 1.7941851201896806, 0.10250070243532575, 50, 27.752486755245066, 101.66666666666666, 'Low Risk'),
(35302, 88, 15, '32:45.8', 37.361983131245346, 97.55013170981172, 118, 88, 70, 'Male', 92.03302318364277, 1.8815680922177962, 0.11746199001165851, 30, 25.995837231416502, 98, 'Low Risk'),
(35303, 76, 18, '31:45.8', 36.20817450749681, 95.60756496943215, 121, 88, 23, 'Male', 64.42484168211391, 1.768855664338998, 0.1152356363628766, 33, 20.59057936413557, 99, 'Low Risk'),
(35304, 87, 17, '30:45.8', 36.12633893502863, 95.25511126, 115, 88, 58, 'Male', 76.05974425075823, 1.6351596168713423, 0.11328911294199545, 27, 28.446874378492165, 97, 'Low Risk'),
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(35481, 98, 16, '33:45.8', 36.624368978241534, 96.38859591597699, 110, 85, 62, 'Male', 87.11767060837741, 1.7959556209529355, 0.080078279, 25, 27.009407230211256, 93.33333333333333, 'High Risk'),
(35482, 77, 13, '32:45.8', 36.33229140060682, 98.98865628145629, 131, 77, 18, 'Male', 58.652498181733705, 1.699441890465474, 0.070623738, 54, 20.30831430901364, 95, 'Low Risk'),
(35483, 86, 13, '31:45.8', 36.010933519908264, 97.19823328750566, 122, 83, 25, 'Male', 83.63796753781892, 1.5298271507241297, 0.13459291827776476, 39, 35.73705347045099, 96, 'High Risk'),
(35484, 86, 19, '30:45.8', 37.30853050625159, 95.28618696093027, 110, 70, 59, 'Male', 82.75803754691702, 1.5652670842392964, 0.13008056920271427, 40, 33.77794921302301, 83.33333333333333, 'High Risk'),
(35485, 70, 19, '29:45.8', 36.06915946197085, 98.90586554775452, 124, 71, 21, 'Male', 72.41596258829594, 1.9751446802449832, 0.10726677336705157, 53, 18.562500617862014, 88.66666666666666, 'Low Risk'),
(35486, 88, 16, '28:45.8', 36.63119559002593, 96.62269896379632, 137, 74, 81, 'Male', 78.80614497743727, 1.949927267398165, 0.14839899569969078, 63, 20.72637056, 95, 'Low Risk'),
(35487, 89, 12, '27:45.8', 36.35848318423839, 97.41118953, 137, 72, 25, 'Male', 53.76769225459309, 1.6003356378775766, 0.12491020051315053, 65, 20.994195803949633, 93.66666666666666, 'Low Risk'),
(35488, 98, 12, '26:45.8', 36.07469370007899, 98.41892029262547, 127, 88, 76, 'Male', 58.87964467224214, 1.6150121070858185, 0.1388632263936247, 39, 22.574264828486537, 101, 'High Risk'),
(35489, 88, 16, '25:45.8', 36.83172094459548, 96.00385193914019, 133, 87, 86, 'Male', 63.37722639710894, 1.943609431881275, 0.09536686, 46, 16.77703587560827, 102.33333333333333, 'High Risk'),
(35490, 66, 19, '24:45.8', 36.568124947414496, 97.70003138948238, 138, 84, 43, 'Female', 83.40586330487852, 1.8483837615933432, 0.056128692, 54, 24.41250206, 102, 'Low Risk'),
(35491, 74, 17, '23:45.8', 36.44024150810637, 95.72147598, 122, 83, 82, 'Female', 74.66240144349203, 1.5917753274266104, 0.11467306848763183, 39, 29.46716919860348, 96, 'Low Risk'),
(35492, 68, 19, '22:45.8', 36.751482172902875, 95.64623842751749, 136, 80, 48, 'Female', 58.06193228500193, 1.7787839288594016, 0.11292947272089711, 56, 18.350381221324582, 98.66666666666666, 'High Risk'),
(35493, 90, 18, '21:45.8', 36.408228686722026, 97.18644831996272, 125, 75, 53, 'Female', 88.94829465496622, 1.7094757915665442, 0.086784618, 50, 30.437691859704625, 91.66666666666666, 'High Risk'),
(35494, 67, 12, '20:45.8', 37.10452468548493, 96.81321822751065, 118, 84, 20, 'Female', 71.46154562, 1.5928470324644626, 0.10563633005973694, 34, 28.165940900941667, 95.33333333333333, 'Low Risk'),
(35495, 80, 14, '19:45.8', 37.128810330365475, 98.24968693535517, 115, 76, 64, 'Female', 71.02892692353575, 1.5846927918147073, 0.064403088, 39, 28.284277441810556, 89, 'Low Risk'),
(35496, 86, 13, '18:45.8', 36.64913939247403, 99.08317266, 110, 74, 44, 'Female', 94.9812236, 1.7948011815171467, 0.10886167188499171, 36, 29.485267119829853, 86, 'Low Risk'),
(35497, 89, 18, '17:45.8', 36.85193518132935, 99.18091304858098, 120, 88, 57, 'Female', 63.59903370422659, 1.811705640258115, 0.12348505576840114, 32, 19.376496063316882, 98.66666666666667, 'Low Risk'),
(35498, 70, 13, '16:45.8', 37.00619974832884, 96.20605509888274, 122, 76, 27, 'Male', 51.42514148923047, 1.759642050550228, 0.13510351276982308, 46, 16.608363120114838, 91.33333333333333, 'High Risk'),
(35499, 98, 17, '15:45.8', 37.479365189799815, 99.14556176129382, 116, 71, 85, 'Female', 57.40038552628508, 1.7564923865832331, 0.093667964, 45, 18.604682627651762, 86, 'High Risk'),
(35500, 83, 18, '14:45.8', 37.473911891128786, 98.01600686666148, 124, 76, 37, 'Female', 56.92199297362101, 1.7619122885398295, 0.094554, 48, 18.336292499973798, 92, 'High Risk'),
(35501, 84, 15, '13:45.8', 37.05722681525356, 95.54640567959468, 126, 85, 81, 'Female', 74.59576705638105, 1.6599864896041931, 0.11465176443332535, 41, 27.071048523068242, 98.66666666666667, 'Low Risk'),
(35502, 88, 19, '12:45.8', 36.12138055354922, 96.08655626818803, 128, 78, 26, 'Male', 69.24296049385995, 1.879656101, 0.060544403675754116, 50, 19.598319373950147, 94.66666666666666, 'Low Risk'),
(35503, 61, 16, '11:45.8', 36.59446587325236, 95.20989731, 116, 85, 73, 'Female', 59.00522025762054, 1.5625123665438718, 0.14494753624503612, 31, 24.168155654014253, 95.33333333333333, 'Low Risk'),
(35504, 73, 16, '10:45.8', 37.08569095212187, 98.54173891572366, 110, 78, 86, 'Female', 93.73101767993056, 1.5124539685705891, 0.090600715, 32, 40.97500363549856, 88.66666666666667, 'High Risk'),
(35505, 62, 19, '09:45.8', 36.87112637646138, 95.64954365791631, 130, 72, 87, 'Male', 87.48074384257518, 1.732896720002902, 0.1104597197974283, 58, 29.13178578305881, 91.33333333333333, 'Low Risk'),
(35506, 74, 18, '08:45.8', 36.7037347, 99.86251144370394, 127, 78, 26, 'Female', 50.67611425337958, 1.7789669827524586, 0.12483419773048478, 49, 16.012809283805016, 94.33333333333333, 'High Risk'),
(35507, 79, 13, '07:45.8', 36.354544064784704, 97.17561925965747, 111, 81, 22, 'Female', 75.70685318657567, 1.9492366326893524, 0.098610706, 30, 19.92535489739626, 91, 'Low Risk'),
(35508, 96, 16, '06:45.8', 37.17334859890305, 98.27601807084868, 114, 89, 22, 'Female', 65.33566313, 1.6097462144856407, 0.12733066431927664, 25, 25.21363597834766, 97.33333333333333, 'High Risk'),
(35509, 91, 19, '05:45.8', 36.32002804146131, 96.91613866119917, 129, 87, 81, 'Male', 82.93840633198751, 1.6883034372815882, 0.091678539, 42, 29.097432994567715, 101, 'High Risk'),
(35510, 87, 12, '04:45.8', 36.768878117439705, 97.69601827, 129, 71, 27, 'Male', 58.25742438778491, 1.5286919007759745, 0.13766028700008742, 58, 24.92937272651182, 90.33333333333333, 'Low Risk'),
(35511, 90, 14, '03:45.8', 36.78721446927212, 97.76471048123807, 111, 82, 25, 'Male', 97.42113930849243, 1.5591732962183842, 0.11740732024026586, 29, 40.07416002396037, 91.66666666666667, 'High Risk'),
(35512, 61, 13, '02:45.8', 37.03195219535947, 99.47971212778477, 135, 87, 58, 'Female', 68.72352152779257, 1.8608797774776002, 0.060958268, 48, 19.84580742277143, 103, 'Low Risk'),
(35513, 77, 17, '01:45.8', 36.61423922994282, 98.45595602225929, 139, 81, 22, 'Male', 76.27817174153098, 1.8473967643912004, 0.10655859240869117, 58, 22.35012301884722, 100.33333333333333, 'Low Risk'),
(35514, 81, 14, '00:45.8', 36.886005687833936, 97.29994917448182, 127, 87, 82, 'Female', 57.412197958983946, 1.5611435875615691, 0.059624915, 40, 23.556918239446745, 100.33333333333333, 'Low Risk'),
(35515, 69, 17, '59:45.8', 36.27471187735992, 97.28276488237687, 111, 76, 58, 'Male', 59.046718965004544, 1.7602535691351866, 0.1282303370574786, 35, 19.05659495137391, 87.66666666666667, 'Low Risk'),
(35516, 75, 16, '58:45.8', 36.804810212451365, 99.4865453, 128, 88, 79, 'Male', 84.50893102124007, 1.658281729, 0.099842518, 40, 30.731656983334272, 101.33333333333333, 'High Risk'),
(35517, 88, 19, '57:45.8', 36.652886159113706, 97.50393099279972, 133, 78, 71, 'Female', 69.80399476041737, 1.8744385865769875, 0.074516773, 55, 19.86725405445644, 96.33333333333333, 'Low Risk'),
(35518, 79, 16, '56:45.8', 36.553146648227745, 95.85501236321525, 133, 80, 30, 'Female', 96.76749037826075, 1.9874068482706693, 0.083505408, 53, 24.49942626124486, 97.66666666666666, 'Low Risk'),
(35519, 81, 15, '55:45.8', 36.42400058, 96.96699438894417, 114, 72, 27, 'Male', 91.36071644372768, 1.9656590099086682, 0.09827814, 42, 23.645207735841865, 86, 'Low Risk'),
(35520, 82, 15, '54:45.8', 36.40933888584521, 98.74270026064107, 131, 80, 19, 'Female', 69.10939960134368, 1.8967468514185417, 0.081209847, 51, 19.209602418795768, 97, 'Low Risk'),
(35521, 96, 13, '53:45.8', 37.479033017042724, 95.54527366604398, 117, 76, 38, 'Female', 68.09073710614207, 1.623964503824877, 0.10348906308870824, 41, 25.818735651024053, 89.66666666666667, 'High Risk'),
(35522, 76, 15, '52:45.8', 37.391022128213024, 95.74207142005139, 137, 74, 36, 'Female', 50.71156563784727, 1.6983764523591827, 0.054615023016601344, 63, 17.58081886027377, 95, 'High Risk'),
(35523, 97, 13, '51:45.8', 36.95127079, 98.28530944190439, 130, 80, 50, 'Female', 80.54369970325845, 1.7713814565966768, 0.055097593, 50, 25.668907597056986, 96.66666666666666, 'High Risk'),
(35524, 85, 13, '50:45.8', 37.26358470966059, 99.07554016386167, 139, 89, 31, 'Male', 86.08325160350273, 1.5300675220782851, 0.084789422, 50, 36.77032511, 105.66666666666666, 'High Risk'),
(35525, 89, 12, '49:45.8', 36.93380416263502, 96.18430042139516, 137, 83, 50, 'Female', 77.49219502, 1.9061935398711443, 0.052839808, 54, 21.326715524886133, 101, 'Low Risk'),
(35526, 75, 16, '48:45.8', 37.032919649180315, 97.12465981296683, 117, 86, 35, 'Female', 69.63037199, 1.7295586603853053, 0.073708281, 31, 23.277059821516456, 96.33333333333333, 'Low Risk'),
(35527, 85, 16, '47:45.8', 36.63368373551114, 98.69010873499495, 121, 87, 82, 'Male', 91.38592350700003, 1.650631539722918, 0.1126804167841333, 34, 33.54123323399878, 98.33333333333333, 'High Risk'),
(35528, 93, 13, '46:45.8', 37.061572750046025, 96.92743300558683, 112, 71, 66, 'Female', 53.84301410046749, 1.942985288778338, 0.069118175, 41, 14.262325330924696, 84.66666666666667, 'High Risk'),
(35529, 60, 12, '45:45.8', 36.40080003388433, 98.24481828174783, 134, 89, 52, 'Female', 72.54118578048514, 1.5416558745541735, 0.12902547874903114, 45, 30.521773566099906, 104, 'High Risk'),
(35530, 83, 12, '44:45.8', 36.355134362708434, 95.59112257663361, 122, 72, 18, 'Female', 80.61771714607697, 1.5373670496494265, 0.14578831670420359, 50, 34.10950043748166, 88.66666666666666, 'High Risk'),
(35531, 63, 17, '43:45.8', 37.38854580614438, 98.72387864599365, 137, 75, 59, 'Female', 69.60968313444477, 1.5842631212911247, 0.077380121, 62, 27.734160934760848, 95.66666666666666, 'Low Risk'),
(35532, 83, 14, '42:45.8', 36.50918247338726, 97.54706906539029, 136, 82, 64, 'Male', 84.49431964882223, 1.5494510672084862, 0.055258899965453794, 54, 35.19425548997321, 100, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(35533, 90, 17, '41:45.8', 37.19193618734438, 96.07918106786556, 114, 81, 63, 'Female', 68.31555924927179, 1.9268392108903365, 0.054686683791883295, 33, 18.400459855060713, 92, 'High Risk'),
(35534, 90, 12, '40:45.8', 37.19192796309264, 96.09727876743914, 136, 74, 59, 'Female', 72.05541668248321, 1.8956845915536735, 0.12976266211140158, 62, 20.050927829265362, 94.66666666666666, 'Low Risk'),
(35535, 88, 19, '39:45.8', 36.41577271841986, 98.44897790657812, 120, 72, 37, 'Female', 61.813183052394436, 1.5701316022053058, 0.10265758337686491, 48, 25.073155752693047, 88, 'Low Risk'),
(35536, 63, 14, '38:45.8', 36.99530616303132, 97.90216315407136, 121, 88, 29, 'Female', 97.78397092299133, 1.572485700183334, 0.13534607278680444, 33, 39.545244049079635, 99, 'High Risk'),
(35537, 70, 18, '37:45.8', 36.4338932, 99.46464658, 114, 81, 70, 'Female', 50.702065189563044, 1.612063885365603, 0.078203318, 33, 19.510174416589642, 92, 'Low Risk'),
(35538, 97, 17, '36:45.8', 37.255538196338144, 95.65453457993817, 115, 76, 25, 'Male', 66.66999409385838, 1.5200198886458736, 0.12110482941851546, 39, 28.855717374898546, 89, 'High Risk'),
(35539, 63, 12, '35:45.8', 37.16059669680988, 96.40932484908363, 115, 88, 40, 'Female', 64.30399314282216, 1.961851312756332, 0.12680274952422033, 27, 16.707280483954545, 97, 'High Risk'),
(35540, 98, 12, '34:45.8', 36.51515379431482, 97.89314513413481, 132, 87, 53, 'Female', 74.19145548501942, 1.7144547258923108, 0.10819417211200183, 45, 25.240726385530156, 102, 'High Risk'),
(35541, 98, 18, '33:45.8', 36.409914388610254, 99.45529402738782, 137, 71, 29, 'Female', 57.20943901671181, 1.9112388691498603, 0.082913551, 66, 15.661658532137505, 93, 'High Risk'),
(35542, 80, 18, '32:45.8', 36.45728991126889, 95.04992403441334, 117, 80, 56, 'Male', 58.36763815, 1.6015573873142506, 0.098006478, 37, 22.75553811161694, 92.33333333333333, 'Low Risk'),
(35543, 60, 16, '31:45.8', 36.71269202587953, 95.51047017923209, 119, 77, 81, 'Male', 79.97615641908976, 1.6112772818813195, 0.068168135, 42, 30.804911174597205, 91, 'High Risk'),
(35544, 93, 12, '30:45.8', 36.23797777775195, 97.75640478419477, 112, 88, 47, 'Female', 90.51602160426478, 1.610967112, 0.090056683, 24, 34.878042996940266, 96, 'High Risk'),
(35545, 68, 17, '29:45.8', 36.187183526495296, 98.62383846146668, 124, 85, 84, 'Female', 89.84470399992477, 1.6136105050707976, 0.053640806839658474, 39, 34.50603488259589, 98, 'High Risk'),
(35546, 71, 14, '28:45.8', 36.81106077458492, 95.54492192113152, 137, 82, 86, 'Male', 70.68852006744552, 1.9469734979112907, 0.12235628819677573, 55, 18.64785181645814, 100.33333333333333, 'Low Risk'),
(35547, 77, 15, '27:45.8', 36.36792717699913, 99.5489851, 130, 89, 68, 'Male', 63.14146054429415, 1.9411078223191833, 0.097599417, 41, 16.75773444578094, 102.66666666666667, 'High Risk'),
(35548, 69, 14, '26:45.8', 36.58722623171785, 96.65770525548919, 125, 84, 36, 'Male', 91.23665906, 1.500643522631336, 0.092037953, 41, 40.51485582150288, 97.66666666666667, 'High Risk'),
(35549, 97, 13, '25:45.8', 36.570910180225326, 98.76665026419028, 136, 85, 73, 'Female', 72.92131586182344, 1.8407036383117252, 0.13473140424353203, 51, 21.522204586040218, 102, 'High Risk'),
(35550, 70, 13, '24:45.8', 36.172110158994336, 99.60164250328383, 137, 85, 27, 'Female', 97.89937510867972, 1.8468176864033576, 0.074054415, 52, 28.70330261345316, 102.33333333333333, 'Low Risk'),
(35551, 93, 15, '23:45.8', 37.44145181141102, 97.76703705067912, 114, 88, 27, 'Male', 56.56691039716878, 1.8055658928353147, 0.14492689343630727, 26, 17.351450043960938, 96.66666666666667, 'High Risk'),
(35552, 64, 17, '22:45.8', 36.89419475718855, 96.47090043169655, 114, 70, 56, 'Male', 87.90039123097554, 1.9243473223043817, 0.1490272414962977, 44, 23.73689389, 84.66666666666667, 'Low Risk'),
(35553, 75, 18, '21:45.8', 36.48402776278315, 98.16235968374406, 113, 77, 41, 'Female', 55.24959077872897, 1.814016893667406, 0.12450812222096423, 36, 16.78983434040731, 89, 'High Risk'),
(35554, 86, 13, '20:45.8', 36.45255585635751, 99.26461693, 110, 77, 43, 'Male', 73.90326281126983, 1.6599363916324639, 0.12633670214639378, 33, 26.821355360241018, 88, 'Low Risk'),
(35555, 94, 12, '19:45.8', 36.48226392871947, 96.86311076020674, 125, 87, 32, 'Female', 84.65432528874913, 1.6578699215160992, 0.055315631, 38, 30.799824942005205, 99.66666666666667, 'High Risk'),
(35556, 69, 12, '18:45.8', 36.812129584269485, 99.37083305302755, 123, 74, 53, 'Female', 81.89365553, 1.7318653838928526, 0.054915386, 49, 27.303730832449094, 90.33333333333333, 'Low Risk'),
(35557, 78, 12, '17:45.8', 37.028597053012604, 97.95392608211473, 114, 80, 66, 'Female', 72.10914025114214, 1.691375558992051, 0.092029697, 34, 25.206364746231728, 91.33333333333333, 'Low Risk'),
(35558, 79, 17, '16:45.8', 36.42128002450572, 96.83853897780693, 135, 79, 26, 'Male', 99.21867711896829, 1.7837905228570716, 0.055523242, 56, 31.182126413414768, 97.66666666666666, 'High Risk'),
(35559, 60, 13, '15:45.8', 36.701575682269564, 98.18751804291603, 127, 76, 80, 'Female', 67.47062583, 1.7836507008995053, 0.079031726, 51, 21.20777566750161, 93, 'Low Risk'),
(35560, 92, 14, '14:45.8', 36.50443717190321, 96.91413858991304, 115, 81, 57, 'Male', 74.30293653073139, 1.9422084752256286, 0.12758023027809018, 34, 19.697644179132556, 92.33333333333333, 'High Risk'),
(35561, 76, 19, '13:45.8', 37.00728641982609, 95.11658878456358, 137, 77, 33, 'Female', 87.70469473033592, 1.644079382627382, 0.088877406, 60, 32.447203677561106, 97, 'High Risk'),
(35562, 93, 19, '12:45.8', 36.21831988706616, 97.97143461366859, 110, 73, 61, 'Male', 68.62911433949465, 1.8977659819639854, 0.13482630456654582, 37, 19.05561980878203, 85.33333333333333, 'High Risk'),
(35563, 98, 19, '11:45.8', 37.42094402376565, 97.06703681434087, 121, 70, 45, 'Male', 62.40068101, 1.651139774593196, 0.056189070873394566, 51, 22.888727604971272, 87, 'High Risk'),
(35564, 84, 17, '10:45.8', 36.77728089875288, 95.99838971276381, 131, 88, 22, 'Female', 93.46132189859912, 1.690452475250481, 0.12288948710939089, 43, 32.70589121992502, 102.33333333333333, 'High Risk'),
(35565, 86, 13, '09:45.8', 36.126343146334214, 96.52397887285177, 126, 84, 60, 'Male', 69.78873395034843, 1.7155366530459542, 0.051428629092170365, 42, 23.71293534088945, 98, 'Low Risk'),
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(35742, 62, 13, '12:45.8', 37.472082995287934, 96.54666188267448, 137, 77, 64, 'Female', 95.62787724416307, 1.8931795594813083, 0.07144738, 60, 26.680926215185213, 97, 'Low Risk'),
(35743, 69, 19, '11:45.8', 37.40428247405907, 97.7777199, 122, 75, 24, 'Male', 78.56770118431506, 1.9479856437170486, 0.14528130020030677, 47, 20.70487164388878, 90.66666666666667, 'Low Risk'),
(35744, 96, 17, '10:45.8', 37.25968226, 95.44532530571333, 135, 75, 73, 'Male', 78.67149570562736, 1.679153894968238, 0.078565275, 60, 27.902068764926103, 95, 'High Risk'),
(35745, 78, 19, '09:45.8', 37.13546950400097, 96.04029436711821, 116, 70, 58, 'Female', 80.13916057623334, 1.8613231516503501, 0.14190269790793797, 46, 23.131363347654762, 85.33333333333333, 'Low Risk'),
(35746, 92, 17, '08:45.8', 37.43249820706912, 95.08546342855115, 120, 82, 42, 'Male', 67.67392029937491, 1.7356445886873866, 0.08161576, 38, 22.464654224307374, 94.66666666666667, 'High Risk'),
(35747, 61, 16, '07:45.8', 36.96466311228588, 99.18297582930666, 121, 75, 70, 'Female', 54.856023235143205, 1.6842123212294449, 0.12294153547187626, 46, 19.33884978378954, 90.33333333333333, 'Low Risk'),
(35748, 77, 18, '06:45.8', 37.473589885242994, 96.70315679709215, 112, 85, 36, 'Male', 99.50867332581373, 1.5093165990457518, 0.13372346171710364, 27, 43.681771176884794, 94, 'High Risk'),
(35749, 69, 16, '05:45.8', 36.146605911918016, 98.67179615689953, 124, 70, 22, 'Female', 53.98054041931874, 1.8276766398970146, 0.13113827845770792, 54, 16.15989393938222, 88, 'High Risk'),
(35750, 94, 17, '04:45.8', 36.33845027529014, 96.14412711469797, 134, 89, 19, 'Male', 81.45732523934838, 1.700142335, 0.084852686, 45, 28.181206448911986, 104, 'High Risk'),
(35751, 73, 16, '03:45.8', 37.137712248475815, 95.37637279804102, 116, 79, 57, 'Female', 97.10937514337803, 1.8528753013480492, 0.11394133994011556, 37, 28.285820115284473, 91.33333333333333, 'Low Risk'),
(35752, 77, 13, '02:45.8', 37.295506226222884, 99.51836374427938, 117, 87, 32, 'Female', 54.14048772281411, 1.7837416636744763, 0.062241534325029525, 30, 17.01603032537021, 97, 'High Risk'),
(35753, 72, 14, '01:45.8', 36.12774389780566, 97.54839175260119, 114, 82, 47, 'Male', 88.97153125168393, 1.597555176, 0.14642377843730034, 32, 34.860959120840036, 92.66666666666667, 'High Risk'),
(35754, 61, 12, '00:45.8', 36.746461355557095, 97.21033536333564, 113, 73, 72, 'Female', 86.92451936217775, 1.7816575145369882, 0.091826174, 40, 27.383808569865998, 86.33333333333333, 'Low Risk'),
(35755, 73, 13, '59:45.8', 36.95989336360946, 96.77808716187286, 137, 74, 77, 'Female', 82.21180849948638, 1.7196020454971526, 0.13347197282467313, 63, 27.802144475813854, 95, 'Low Risk'),
(35756, 88, 12, '58:45.8', 36.54902014952962, 95.87468829832792, 133, 71, 28, 'Female', 64.99056464, 1.8685981359869122, 0.059522836219319114, 62, 18.613090441589428, 91.66666666666666, 'Low Risk'),
(35757, 70, 17, '57:45.8', 37.24813543796941, 99.57864802221928, 113, 85, 50, 'Male', 83.08336748685059, 1.5326542170446364, 0.06579026, 28, 35.369239498451456, 94.33333333333333, 'High Risk'),
(35758, 82, 18, '56:45.8', 36.30678549966608, 98.85111882470298, 134, 81, 40, 'Female', 92.40173913014749, 1.680890627423823, 0.1448263044209282, 53, 32.70402711, 98.66666666666666, 'High Risk'),
(35759, 70, 16, '55:45.8', 36.45875254212414, 95.90521466807337, 128, 89, 25, 'Female', 88.13164763, 1.5520430130500273, 0.071824373, 39, 36.58679637313042, 102, 'High Risk'),
(35760, 75, 17, '54:45.8', 36.96335355749871, 96.31996104340357, 133, 87, 36, 'Male', 91.48353459887517, 1.6476643072758081, 0.056337909, 46, 33.698104145165495, 102.33333333333333, 'High Risk'),
(35761, 62, 14, '53:45.8', 37.14362226417869, 98.20800515232601, 130, 78, 89, 'Female', 78.98803781993993, 1.7637112250229405, 0.062470137, 52, 25.392552996070485, 95.33333333333333, 'Low Risk'),
(35762, 89, 14, '52:45.8', 36.66354315287926, 96.80667954498179, 131, 72, 56, 'Female', 97.48929706677723, 1.5871031233061872, 0.13742055976767414, 59, 38.70317969722749, 91.66666666666666, 'High Risk'),
(35763, 87, 15, '51:45.8', 36.97992419, 98.09678408069392, 126, 80, 87, 'Female', 63.805944286002486, 1.9176077501175521, 0.061517965, 46, 17.351682317464714, 95.33333333333333, 'High Risk'),
(35764, 60, 13, '50:45.8', 36.29447263082769, 97.42480317374343, 137, 82, 43, 'Female', 67.83954756170098, 1.8112983405957062, 0.07752174, 55, 20.677734958281384, 100.33333333333333, 'Low Risk'),
(35765, 76, 13, '49:45.8', 37.14609642798567, 96.87112308935272, 126, 78, 89, 'Female', 90.52584640119412, 1.9074869424883794, 0.14351812022058252, 48, 24.87994675820716, 94, 'Low Risk'),
(35766, 92, 16, '48:45.8', 37.48776880073891, 99.10144295, 116, 85, 85, 'Male', 53.176513334828066, 1.5129242204661892, 0.090607516, 31, 23.23194158739485, 95.33333333333333, 'High Risk'),
(35767, 86, 19, '47:45.8', 37.036966194511045, 98.38284099616867, 126, 86, 87, 'Female', 63.17788706801249, 1.505457659762473, 0.082026107, 40, 27.87584273821884, 99.33333333333333, 'Low Risk'),
(35768, 82, 15, '46:45.8', 37.43684785915492, 97.69659102691169, 134, 82, 55, 'Male', 80.11539104170078, 1.9853642978418793, 0.10894525293162333, 52, 20.32523338713018, 99.33333333333333, 'Low Risk'),
(35769, 60, 18, '45:45.8', 36.77216902731879, 99.24932747, 126, 74, 26, 'Female', 95.00369482, 1.8425857656665963, 0.12845910785453618, 52, 27.982407206298053, 91.33333333333333, 'Low Risk'),
(35770, 93, 15, '44:45.8', 37.06212158433719, 99.99214792, 138, 87, 63, 'Female', 83.24170734839745, 1.6865685955559382, 0.1493636406245699, 51, 29.26395097678012, 104, 'High Risk'),
(35771, 79, 12, '43:45.8', 36.93974446989621, 95.27187881105014, 124, 86, 45, 'Female', 73.97220590607753, 1.9857468086861239, 0.13376817558608775, 38, 18.759481187442976, 98.66666666666667, 'Low Risk'),
(35772, 64, 16, '42:45.8', 37.15563681154073, 96.39545718212707, 138, 81, 72, 'Male', 62.26838866781268, 1.7166348606303945, 0.086693247, 57, 21.130597232790166, 100, 'Low Risk'),
(35773, 76, 18, '41:45.8', 37.01641203068293, 99.07102242, 122, 72, 54, 'Female', 54.48388787541199, 1.7944124380919453, 0.07509735, 50, 16.920903498603003, 88.66666666666666, 'High Risk'),
(35774, 92, 12, '40:45.8', 37.10954832, 95.80509098381707, 115, 76, 39, 'Male', 64.19036937047466, 1.8242387210540207, 0.054476374, 39, 19.288858856674075, 89, 'High Risk'),
(35775, 74, 14, '39:45.8', 36.151292516523895, 99.45140907177924, 121, 82, 65, 'Female', 58.76883237541007, 1.5675735145879763, 0.11960960938566718, 39, 23.916147761711052, 95, 'Low Risk'),
(35776, 72, 18, '38:45.8', 36.65745849349136, 99.97070347, 111, 79, 36, 'Male', 81.09961693449806, 1.9107059597286273, 0.059474454, 32, 22.214220910637497, 89.66666666666667, 'Low Risk'),
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(35780, 75, 18, '34:45.8', 36.06880060295005, 99.34247216672928, 133, 75, 19, 'Male', 91.97236339372436, 1.8174694950186756, 0.070782601, 58, 27.84345254272258, 94.33333333333333, 'Low Risk'),
(35781, 89, 19, '33:45.8', 36.56816017017236, 95.16275763163704, 120, 78, 73, 'Female', 64.94626481963978, 1.8701686545934373, 0.082577278, 42, 18.56917596903865, 92, 'Low Risk'),
(35782, 93, 19, '32:45.8', 36.627117630939885, 96.45812076837899, 126, 89, 64, 'Male', 66.64822775426398, 1.763451885120218, 0.13796701829277297, 37, 21.431934644000098, 101.33333333333333, 'High Risk'),
(35783, 75, 12, '31:45.8', 36.94618512202418, 98.23102221966022, 124, 75, 81, 'Male', 66.38498969, 1.8090130014349475, 0.087504519, 49, 20.285537325230468, 91.33333333333333, 'Low Risk'),
(35784, 92, 17, '30:45.8', 36.12025878675892, 97.72124527721579, 129, 74, 77, 'Male', 80.09232655592824, 1.5635945793429236, 0.057157947, 55, 32.75990224089885, 92.33333333333333, 'High Risk'),
(35785, 84, 14, '29:45.8', 36.52699248167997, 95.82025942587148, 133, 89, 45, 'Female', 66.01635064, 1.5288089149785566, 0.08065721, 44, 28.24522898373676, 103.66666666666667, 'Low Risk'),
(35786, 69, 13, '28:45.8', 36.083583391542035, 98.84531830231967, 116, 84, 78, 'Female', 64.69572697917008, 1.9001949044098672, 0.051470828, 32, 17.91757781, 94.66666666666667, 'High Risk'),
(35787, 88, 12, '27:45.8', 36.078509703704846, 96.04647006062592, 132, 79, 63, 'Female', 83.13492664475969, 1.7916517928529612, 0.11379438444815092, 53, 25.898600767717195, 96.66666666666666, 'Low Risk'),
(35788, 80, 15, '26:45.8', 37.41731474315872, 95.44125220514715, 114, 84, 50, 'Female', 76.43857128, 1.7747720141302243, 0.091841397, 30, 24.26763293659055, 94, 'Low Risk'),
(35789, 86, 12, '25:45.8', 36.64308990668957, 97.43237371775507, 126, 74, 54, 'Male', 74.89403713903388, 1.6218374131945483, 0.1341124224970625, 52, 28.472959630653556, 91.33333333333333, 'Low Risk'),
(35790, 64, 14, '24:45.8', 36.88728969386935, 99.17566835, 135, 89, 30, 'Male', 92.79634646105595, 1.7314565810633384, 0.084535257, 46, 30.95335059874038, 104.33333333333333, 'High Risk'),
(35791, 73, 12, '23:45.8', 36.821114527829984, 97.28553628279928, 139, 89, 22, 'Male', 87.17191654983716, 1.906425074294424, 0.13104031975219216, 50, 23.984855787169515, 105.66666666666666, 'Low Risk'),
(35792, 80, 14, '22:45.8', 36.325881436321914, 96.80741483510556, 110, 85, 41, 'Female', 95.28245362826283, 1.696920707788693, 0.10788296852078114, 25, 33.08947169235654, 93.33333333333333, 'High Risk'),
(35793, 78, 19, '21:45.8', 37.23697864213309, 98.25293683909844, 110, 80, 47, 'Female', 68.47362287, 1.874359211, 0.13661674166641458, 30, 19.490261084988106, 90, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(35795, 64, 17, '19:45.8', 36.35000814302292, 96.82953743107537, 132, 74, 65, 'Female', 90.75195184, 1.6432052227559253, 0.12023461811994603, 58, 33.61029784854625, 93.33333333333333, 'High Risk'),
(35796, 98, 16, '18:45.8', 36.56140444657678, 95.29702388323075, 126, 89, 41, 'Female', 71.58157476689173, 1.5098131819370562, 0.1224806106476421, 37, 31.401820218920363, 101.33333333333333, 'High Risk'),
(35797, 83, 18, '17:45.8', 36.84786653283084, 99.55116122, 119, 74, 23, 'Female', 62.51642215053594, 1.6623301859125759, 0.1451055719944736, 45, 22.623486393184045, 89, 'Low Risk'),
(35798, 74, 13, '16:45.8', 36.33086921026055, 96.88645727, 128, 85, 79, 'Male', 95.14913679709875, 1.950003292503879, 0.13215371411152277, 43, 25.022699667644492, 99.33333333333333, 'Low Risk'),
(35799, 82, 13, '15:45.8', 37.21541141901183, 98.54869886930933, 130, 80, 24, 'Female', 69.89651315657474, 1.8594149724445437, 0.12150905709504474, 50, 20.216355400134766, 96.66666666666666, 'Low Risk'),
(35800, 68, 18, '14:45.8', 36.73850107572161, 95.85270869107791, 129, 89, 50, 'Male', 64.47629461410875, 1.579722914116135, 0.1390870144643458, 40, 25.836770984115766, 102.33333333333333, 'Low Risk'),
(35801, 64, 17, '13:45.8', 36.604099054625685, 96.99037991618437, 127, 83, 45, 'Male', 67.22101113522507, 1.6808623426098803, 0.065362471, 44, 23.792536583572296, 97.66666666666667, 'Low Risk'),
(35802, 83, 17, '12:45.8', 37.28998486511606, 96.76155892012522, 131, 77, 28, 'Male', 77.08257906718218, 1.6067069496659028, 0.093642423, 54, 29.85952485708583, 95, 'Low Risk'),
(35803, 67, 13, '11:45.8', 37.21892241, 95.98640816535071, 110, 78, 22, 'Female', 50.365065901929356, 1.8745093991407384, 0.10488506771913483, 32, 14.333563070817016, 88.66666666666667, 'High Risk'),
(35804, 83, 13, '10:45.8', 37.26950861562208, 96.62517528240812, 138, 86, 37, 'Male', 75.45874957623903, 1.7636432806929696, 0.10718789291247731, 52, 24.25984982, 103.33333333333333, 'Low Risk'),
(35805, 69, 16, '09:45.8', 36.80668368, 98.50122068, 125, 80, 30, 'Female', 92.86683914802663, 1.8197852678588113, 0.14083296285449687, 45, 28.04273540570894, 95, 'Low Risk'),
(35806, 70, 16, '08:45.8', 36.72013490166973, 98.11562291066254, 122, 87, 87, 'Female', 94.33839982223536, 1.745469311306843, 0.14508171331117914, 35, 30.964499916218237, 98.66666666666667, 'High Risk'),
(35807, 94, 12, '07:45.8', 36.68736769258795, 95.12243979521391, 115, 88, 57, 'Male', 72.30442678687663, 1.7733568844075118, 0.089653385, 27, 22.99178009249451, 97, 'High Risk'),
(35808, 86, 17, '06:45.8', 36.89764420820463, 99.69912605702567, 123, 82, 46, 'Male', 70.94740070746514, 1.9021335351652255, 0.14670592470152227, 41, 19.608956546903745, 95.66666666666667, 'Low Risk'),
(35809, 69, 19, '05:45.8', 36.63515001613431, 99.51191504069024, 137, 72, 32, 'Male', 71.28467205173268, 1.8972662921911794, 0.10671673539176482, 65, 19.803391541558074, 93.66666666666666, 'Low Risk'),
(35810, 92, 12, '04:45.8', 37.04032122455958, 96.66383371478251, 122, 87, 46, 'Male', 77.49711046618125, 1.5886613901584061, 0.14473635451554628, 35, 30.70597048546917, 98.66666666666667, 'High Risk'),
(35811, 94, 14, '03:45.8', 36.27700164156702, 96.96346276959635, 118, 73, 74, 'Female', 82.16996530982581, 1.7560471406274967, 0.1217239152464026, 45, 26.646536218959234, 88, 'High Risk'),
(35812, 69, 17, '02:45.8', 37.34304967760816, 98.66363663504704, 138, 71, 72, 'Male', 90.64189263575393, 1.5234917379133448, 0.10304846045114513, 67, 39.05249257663635, 93.33333333333333, 'High Risk'),
(35813, 92, 17, '01:45.8', 36.84580714518924, 97.11777270972061, 137, 84, 71, 'Male', 65.82177354, 1.91412421, 0.13679936614624114, 53, 17.965087937023227, 101.66666666666666, 'High Risk'),
(35814, 62, 14, '00:45.8', 36.45042233902391, 95.85563481200478, 132, 81, 22, 'Female', 83.78780249736701, 1.5159780215632843, 0.076451495, 51, 36.45818046492391, 98, 'High Risk'),
(35815, 92, 17, '59:45.8', 36.967367308568576, 97.03460433506922, 135, 82, 37, 'Male', 87.16909458575775, 1.674262530870541, 0.12366735774782807, 53, 31.096779840220705, 99.66666666666666, 'High Risk'),
(35816, 97, 15, '58:45.8', 37.14952747776494, 96.68657173183306, 112, 87, 18, 'Male', 96.66229296098241, 1.564414739435501, 0.059181863, 25, 39.49601642353397, 95.33333333333333, 'High Risk'),
(35817, 63, 14, '57:45.8', 37.25351845, 99.71218744, 123, 83, 54, 'Female', 52.208088201283374, 1.7039871804054343, 0.12472047400595442, 40, 17.980639918539982, 96.33333333333333, 'High Risk'),
(35818, 60, 19, '56:45.8', 37.33704613088658, 98.43558037224457, 139, 75, 67, 'Male', 72.54540281839935, 1.8264620580843558, 0.065101203, 64, 21.74646082448325, 96.33333333333333, 'Low Risk'),
(35819, 90, 14, '55:45.8', 36.52769001411596, 96.47824332418061, 115, 87, 50, 'Male', 79.23722355831121, 1.7774017570170326, 0.14800381015992026, 28, 25.08176181546288, 96.33333333333333, 'Low Risk'),
(35820, 72, 16, '54:45.8', 36.71653876618191, 96.02522025645435, 137, 89, 86, 'Female', 98.29721448, 1.8279154395220512, 0.080607414, 48, 29.41907468547238, 105, 'Low Risk'),
(35821, 67, 14, '53:45.8', 36.457654211977456, 98.68702940816402, 117, 76, 34, 'Male', 69.99564713538308, 1.9298363761216688, 0.086134456, 41, 18.794468843832842, 89.66666666666667, 'Low Risk'),
(35822, 99, 12, '52:45.8', 37.198274119516746, 97.32811144759974, 138, 82, 78, 'Female', 67.20226830523073, 1.812672187471985, 0.12340493395536702, 56, 20.452452359183994, 100.66666666666666, 'High Risk'),
(35823, 66, 12, '51:45.8', 37.24103565784639, 97.06328198916982, 112, 83, 61, 'Female', 71.28047943591099, 1.5569860155106798, 0.14237761143021305, 29, 29.403646197777793, 92.66666666666667, 'Low Risk'),
(35824, 65, 16, '50:45.8', 36.129501697057634, 95.90809420187162, 132, 74, 71, 'Male', 67.53335187, 1.731508588329057, 0.10134655999422482, 58, 22.52521813979319, 93.33333333333333, 'Low Risk'),
(35825, 63, 17, '49:45.8', 36.18319511934449, 96.10602827688938, 125, 75, 50, 'Male', 70.53366518374462, 1.8855730781242226, 0.086042779, 50, 19.83854031540743, 91.66666666666666, 'Low Risk'),
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(36003, 72, 17, '51:45.8', 36.62884276197313, 99.50975922588121, 112, 84, 54, 'Male', 53.42403180821189, 1.9721520625305367, 0.084008344, 28, 13.735860263685462, 93.33333333333333, 'High Risk'),
(36004, 79, 13, '50:45.8', 37.35548132354243, 95.52235816680057, 118, 76, 75, 'Male', 97.48733913871372, 1.642436062940956, 0.12465523424154189, 42, 36.13859568205967, 90, 'High Risk'),
(36005, 66, 13, '49:45.8', 36.31195811203153, 99.14591297, 116, 88, 34, 'Male', 77.34274619899553, 1.8899352645266276, 0.084763223, 28, 21.65338167819614, 97.33333333333333, 'Low Risk'),
(36006, 82, 19, '48:45.8', 37.24634040125838, 97.59503326090673, 132, 84, 35, 'Female', 68.34524398279476, 1.5125732283953697, 0.054636589, 48, 29.872768922092863, 100, 'Low Risk'),
(36007, 71, 13, '47:45.8', 36.09857263004846, 95.44206022234896, 113, 76, 39, 'Male', 78.56184334378358, 1.526559425134405, 0.073101688, 37, 33.71197801877614, 88.33333333333333, 'High Risk'),
(36008, 77, 16, '46:45.8', 37.474482218363605, 95.01719537079603, 128, 70, 21, 'Female', 78.08970619203481, 1.7678765846574072, 0.14183054487613644, 58, 24.985606818112345, 89.33333333333333, 'Low Risk'),
(36009, 66, 15, '45:45.8', 36.55452164390473, 97.10115234100685, 113, 86, 57, 'Female', 70.04105010779513, 1.8098162979293342, 0.082517348, 27, 21.38373969202742, 95, 'Low Risk'),
(36010, 70, 17, '44:45.8', 37.24795808326961, 98.23132489, 131, 76, 52, 'Female', 53.80308405778178, 1.632879288842427, 0.14173328903704302, 55, 20.178970691535827, 94.33333333333333, 'Low Risk'),
(36011, 62, 15, '43:45.8', 36.320295133501695, 97.17015978781637, 129, 76, 83, 'Male', 78.56026270420806, 1.7227067134357914, 0.065662226, 53, 26.471602616035575, 93.66666666666666, 'Low Risk'),
(36012, 76, 13, '42:45.8', 36.85649855961433, 96.03455116466412, 110, 82, 88, 'Female', 74.66460379286696, 1.863793083965261, 0.076898481, 28, 21.494105349263958, 91.33333333333333, 'Low Risk'),
(36013, 91, 18, '41:45.8', 36.05014760120109, 97.94137959187942, 121, 83, 19, 'Female', 87.03676169253762, 1.8649917420413555, 0.13413043763950655, 38, 25.023548640707364, 95.66666666666667, 'High Risk'),
(36014, 67, 15, '40:45.8', 37.383788368198225, 98.49849663590011, 120, 76, 58, 'Male', 78.50318336659475, 1.979225147, 0.10873404420104336, 44, 20.03996080646956, 90.66666666666667, 'Low Risk'),
(36015, 73, 18, '39:45.8', 37.26464563407981, 98.66636520694163, 119, 73, 22, 'Female', 65.50289081151497, 1.7876274012230617, 0.1449605906348329, 46, 20.49776269335231, 88.33333333333333, 'Low Risk'),
(36016, 81, 15, '38:45.8', 36.361301846646676, 99.64829341876829, 134, 76, 56, 'Female', 62.291959313525496, 1.505038586324609, 0.096200364, 58, 27.500255078833412, 95.33333333333333, 'Low Risk'),
(36017, 87, 14, '37:45.8', 36.22067299185365, 97.45508752772038, 122, 74, 31, 'Female', 71.59600670153495, 1.5610462129316143, 0.075636259, 48, 29.3803713, 90, 'Low Risk'),
(36018, 73, 17, '36:45.8', 36.877071370948386, 97.37648799669144, 120, 84, 42, 'Female', 93.16976975026881, 1.8943766346777389, 0.1446474349980424, 36, 25.962252253740832, 96, 'Low Risk'),
(36019, 69, 19, '35:45.8', 36.73553535354862, 95.59321994575255, 129, 72, 57, 'Male', 73.35352756415523, 1.9937952220620578, 0.12593391334964232, 57, 18.452699187997325, 91, 'High Risk'),
(36020, 90, 13, '34:45.8', 36.17828569813417, 95.29757417724102, 138, 78, 58, 'Female', 63.33577254044004, 1.7838431862619055, 0.07158168, 60, 19.903787417586774, 98, 'Low Risk'),
(36021, 69, 19, '33:45.8', 36.55059189630645, 98.14080435212547, 126, 84, 69, 'Male', 74.33609728123292, 1.8472093288899067, 0.060190571, 42, 21.785499906618533, 98, 'Low Risk'),
(36022, 95, 12, '32:45.8', 36.62606530556058, 98.57037133837072, 111, 81, 84, 'Female', 54.996424540322224, 1.6250277090210448, 0.10212698704092862, 30, 20.82633809141793, 91, 'High Risk'),
(36023, 70, 18, '31:45.8', 36.76008442104771, 99.97045051998282, 127, 80, 22, 'Male', 75.37511615504089, 1.5918354010461264, 0.11875227642783416, 47, 29.746212546518205, 95.66666666666667, 'Low Risk'),
(36024, 69, 19, '30:45.8', 36.83589186515013, 96.70962125471662, 120, 87, 76, 'Male', 72.492591, 1.8709299729862776, 0.070502199, 33, 20.709926482525688, 98, 'Low Risk'),
(36025, 95, 17, '29:45.8', 36.10760609840457, 98.29665613839407, 131, 75, 19, 'Male', 78.08020372611783, 1.6298916327878419, 0.1337945640347652, 56, 29.391616834077386, 93.66666666666666, 'High Risk'),
(36026, 96, 16, '28:45.8', 37.48315746380683, 96.35813502723053, 127, 76, 24, 'Female', 90.03188548075036, 1.6271023253894996, 0.13822718054019867, 51, 34.00686629425356, 93, 'High Risk'),
(36027, 84, 15, '27:45.8', 37.491353994904074, 97.47354430108444, 134, 77, 69, 'Female', 80.98577885140662, 1.5302616017191706, 0.0705128, 57, 34.58417352732506, 96, 'High Risk'),
(36028, 66, 17, '26:45.8', 36.73575534227009, 99.88665898025121, 113, 71, 49, 'Male', 58.332267953898906, 1.5217329173048437, 0.08126398, 42, 25.190221819096728, 85, 'Low Risk'),
(36029, 99, 16, '25:45.8', 37.188612, 98.03652607513979, 136, 74, 27, 'Male', 55.84161668318468, 1.9460935820927914, 0.08323676, 62, 14.744516721254222, 94.66666666666666, 'High Risk'),
(36030, 63, 16, '24:45.8', 37.446052581900446, 99.75954616174248, 123, 76, 57, 'Female', 60.69407074350191, 1.5415778664980917, 0.12243481830821105, 47, 25.53967309795332, 91.66666666666667, 'Low Risk'),
(36031, 63, 13, '23:45.8', 36.779464882178125, 99.24410362801038, 119, 78, 48, 'Male', 83.12041611454057, 1.5424338839317229, 0.11959773014311312, 41, 34.937722767601436, 91.66666666666667, 'High Risk'),
(36032, 69, 16, '22:45.8', 36.50464188122617, 97.01005918, 120, 75, 39, 'Male', 66.13688498618285, 1.6593269055260347, 0.051762364, 45, 24.020377343591623, 90, 'Low Risk'),
(36033, 94, 19, '21:45.8', 37.153314877457454, 97.86536978310782, 123, 80, 43, 'Female', 52.14371924955626, 1.8010272302731087, 0.092956019, 43, 16.075387357534147, 94.33333333333333, 'High Risk'),
(36034, 99, 19, '20:45.8', 36.141831424187814, 98.37939667626418, 110, 84, 40, 'Female', 80.97415753277507, 1.6816424277535253, 0.07847284, 26, 28.633809160965157, 92.66666666666667, 'High Risk'),
(36035, 93, 14, '19:45.8', 37.45858268389263, 96.50140088932167, 113, 87, 66, 'Female', 86.93958446424767, 1.7668833086960865, 0.075609073, 26, 27.84850103457086, 95.66666666666667, 'High Risk'),
(36036, 96, 12, '18:45.8', 37.497720277684685, 98.08024918239946, 132, 82, 54, 'Male', 83.88167554252175, 1.8782004005705248, 0.12695074301298037, 50, 23.77843344229517, 98.66666666666666, 'High Risk'),
(36037, 76, 18, '17:45.8', 37.11533451269149, 97.25030943044563, 126, 80, 19, 'Female', 70.18384727698736, 1.9790996132477834, 0.11001951168412033, 46, 17.918508764066086, 95.33333333333333, 'High Risk'),
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(36039, 98, 17, '15:45.8', 37.06847865015755, 95.47231668303978, 120, 89, 60, 'Male', 90.36828901, 1.775334988552958, 0.072013026, 31, 28.671831457049286, 99.33333333333333, 'High Risk'),
(36040, 99, 16, '14:45.8', 36.33873828929912, 96.06544524951215, 121, 81, 82, 'Female', 56.61669549223533, 1.5364172543125552, 0.085901556, 40, 23.984251309436154, 94.33333333333333, 'High Risk'),
(36041, 92, 12, '13:45.8', 36.109831223568584, 97.00182790714682, 131, 72, 60, 'Male', 98.14685455160351, 1.9577596289296837, 0.095377836, 59, 25.606937909150457, 91.66666666666666, 'High Risk'),
(36042, 94, 15, '12:45.8', 37.29581334427119, 95.77488734003506, 128, 86, 88, 'Female', 65.02335939304938, 1.9753738592968035, 0.0752201, 42, 16.663675456497526, 100, 'High Risk'),
(36043, 84, 15, '11:45.8', 36.31384995150391, 96.12024434, 118, 85, 70, 'Male', 51.44999776051733, 1.8837395537573762, 0.09540796, 33, 14.49918683874707, 96, 'High Risk'),
(36044, 82, 16, '10:45.8', 36.208174139946884, 96.19825293942299, 122, 87, 20, 'Female', 79.50232944864472, 1.6950412558324346, 0.052781021, 35, 27.67064660432847, 98.66666666666667, 'Low Risk'),
(36045, 70, 12, '09:45.8', 37.08870660228838, 97.53025610825568, 128, 80, 61, 'Male', 86.00111076396306, 1.973901443446488, 0.12598752150153059, 48, 22.072581610370534, 96, 'Low Risk'),
(36046, 76, 12, '08:45.8', 36.49727419561912, 95.18165271773621, 126, 81, 26, 'Female', 86.93752276156364, 1.5436995237327196, 0.062208967, 45, 36.48225887242438, 96, 'High Risk'),
(36047, 93, 16, '07:45.8', 36.42275818, 95.15684387140257, 116, 72, 39, 'Female', 80.65940180441943, 1.6461068055813985, 0.074090682, 44, 29.76726789166217, 86.66666666666667, 'High Risk'),
(36048, 85, 17, '06:45.8', 37.25694882, 95.15127691572253, 111, 74, 41, 'Male', 86.59363361374722, 1.8107273004548001, 0.085948144, 37, 26.41069711848053, 86.33333333333333, 'Low Risk'),
(36049, 60, 13, '05:45.8', 36.98434270375205, 95.87937207513981, 129, 77, 54, 'Male', 52.48436882241543, 1.9361802942219182, 0.075189609, 52, 14.0003337, 94.33333333333333, 'High Risk'),
(36050, 92, 15, '04:45.8', 37.27729442829268, 99.19144322151381, 138, 84, 22, 'Male', 73.25262466458457, 1.5638694183085828, 0.11062144359478726, 54, 29.951750966439963, 102, 'High Risk'),
(36051, 86, 16, '03:45.8', 36.65330546030735, 96.54411893058128, 137, 83, 51, 'Female', 52.36927791, 1.8634402430109884, 0.14475910498017452, 54, 15.081538428585333, 101, 'High Risk'),
(36052, 88, 14, '02:45.8', 37.31367453842017, 96.48781952671663, 126, 81, 36, 'Female', 97.57440268761647, 1.5691412972152914, 0.099345777, 45, 39.62887982269087, 96, 'High Risk'),
(36053, 81, 15, '01:45.8', 36.97444824, 97.18099275, 118, 83, 59, 'Female', 80.52312661947747, 1.9292036999396553, 0.079287855, 35, 21.635376507252897, 94.66666666666667, 'Low Risk'),
(36054, 92, 15, '00:45.8', 36.74067223938275, 96.42436692369446, 139, 74, 49, 'Male', 89.94968538574848, 1.7597705334081728, 0.067688594, 65, 29.046082459923305, 95.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(36055, 95, 18, '59:45.8', 37.23053388356962, 95.15375796692318, 110, 71, 61, 'Female', 78.03959934268595, 1.5865175251827928, 0.13120901988161113, 39, 31.004539365021785, 84, 'High Risk'),
(36056, 79, 15, '58:45.8', 36.96093257154153, 95.47590605633093, 139, 71, 60, 'Female', 55.062869247406006, 1.533872219169024, 0.11105921144411532, 68, 23.40348186413006, 93.66666666666666, 'Low Risk'),
(36057, 63, 13, '57:45.8', 37.28118610125534, 97.48640575008123, 111, 70, 43, 'Male', 50.972398294716065, 1.5817310233510462, 0.10504661318335323, 41, 20.373695099150066, 83.66666666666667, 'Low Risk'),
(36058, 76, 18, '56:45.8', 36.16160161757844, 95.91613259255206, 135, 86, 76, 'Male', 96.22702833, 1.826795858150624, 0.11332619669365099, 49, 28.834806253567457, 102.33333333333333, 'Low Risk'),
(36059, 94, 16, '55:45.8', 36.571612792853614, 98.28132171664203, 121, 72, 57, 'Male', 88.17223151396632, 1.653349477557247, 0.082418885, 49, 32.255405598520426, 88.33333333333333, 'High Risk'),
(36060, 62, 14, '54:45.8', 36.45007411, 97.44040088, 124, 71, 66, 'Male', 75.97140737087943, 1.9832330278096515, 0.091051965, 53, 19.31535431339984, 88.66666666666666, 'Low Risk'),
(36061, 74, 14, '53:45.8', 37.43891934674924, 96.57690380328052, 110, 80, 88, 'Female', 52.218538950147206, 1.5662293478392062, 0.075585708, 30, 21.286977511997915, 90, 'Low Risk'),
(36062, 95, 16, '52:45.8', 37.396627565736225, 96.64293120424743, 135, 74, 68, 'Male', 69.84838000070306, 1.561835795084582, 0.12809941474304415, 61, 28.63423559404995, 94.33333333333333, 'High Risk'),
(36063, 63, 18, '51:45.8', 36.32890703795752, 96.71338918327689, 126, 88, 20, 'Male', 91.12819121681673, 1.6626792728197763, 0.13951689818591273, 38, 32.96368720634519, 100.66666666666667, 'High Risk'),
(36064, 77, 12, '50:45.8', 36.17059122, 98.17910030916127, 121, 76, 51, 'Male', 57.97488859094582, 1.8889133395790545, 0.096851251, 45, 16.24859655544421, 91, 'High Risk'),
(36065, 83, 17, '49:45.8', 37.09422230752509, 95.88167512324182, 129, 89, 69, 'Female', 61.862435896441056, 1.9010618118446592, 0.1062687294144608, 40, 17.117271572076447, 102.33333333333333, 'High Risk'),
(36066, 98, 12, '48:45.8', 37.22029462881958, 95.44386499110834, 138, 80, 66, 'Female', 91.43629087, 1.5052249028960196, 0.065743684, 58, 40.35671528547288, 99.33333333333333, 'High Risk'),
(36067, 75, 16, '47:45.8', 36.97360864830126, 99.82764852681387, 110, 75, 28, 'Female', 85.44511988247835, 1.511199022500984, 0.054635779, 35, 37.414843712822126, 86.66666666666667, 'High Risk'),
(36068, 90, 12, '46:45.8', 36.17722648364043, 95.29081688798465, 118, 79, 47, 'Female', 59.390443073738666, 1.8807169599573963, 0.089160221, 39, 16.790734069430385, 92, 'High Risk'),
(36069, 97, 17, '45:45.8', 36.21144677, 95.70121189720915, 124, 80, 70, 'Female', 98.70104938297534, 1.9339047744857085, 0.1391872368045007, 44, 26.390741872173752, 94.66666666666667, 'High Risk'),
(36070, 97, 16, '44:45.8', 36.519417700462725, 96.56961276351618, 112, 73, 43, 'Female', 91.22698748811413, 1.7721905361278365, 0.14125523336685558, 39, 29.04708180043452, 86, 'High Risk'),
(36071, 68, 19, '43:45.8', 37.04586583972097, 95.99034423, 136, 81, 82, 'Male', 92.57391151, 1.6458873783824457, 0.057946471639935965, 55, 34.17341531262213, 99.33333333333333, 'High Risk'),
(36072, 79, 13, '42:45.8', 36.67878351651312, 96.44223510147883, 132, 76, 29, 'Female', 89.26636568, 1.6792108050073904, 0.092690878, 56, 31.65755816287091, 94.66666666666666, 'High Risk'),
(36073, 89, 15, '41:45.8', 36.584317234937636, 95.90261632657996, 129, 82, 31, 'Male', 71.91783330330021, 1.7056922847989775, 0.061712047, 47, 24.719246291340554, 97.66666666666667, 'Low Risk'),
(36074, 73, 13, '40:45.8', 36.64154483187487, 98.88413319495994, 126, 72, 50, 'Male', 59.86036104424342, 1.9300027137354077, 0.12430228862826909, 54, 16.070281808269495, 90, 'High Risk'),
(36075, 84, 13, '39:45.8', 36.02811892533023, 99.23446425723728, 129, 84, 76, 'Male', 66.71136375615461, 1.8159553170549914, 0.068030483, 45, 20.229702801760663, 99, 'Low Risk'),
(36076, 89, 13, '38:45.8', 36.634300089871125, 99.47513737819283, 128, 87, 60, 'Male', 87.43856325, 1.813024082029688, 0.11106884184151294, 41, 26.600871625617103, 100.66666666666667, 'Low Risk'),
(36077, 70, 18, '37:45.8', 36.42763191855511, 98.61135982237678, 131, 88, 44, 'Female', 95.61355828027988, 1.620036218010695, 0.099384365, 43, 36.43091114078372, 102.33333333333333, 'High Risk'),
(36078, 83, 17, '36:45.8', 36.33969811311776, 99.96397859595085, 133, 89, 47, 'Male', 94.46050692021068, 1.9952880675686857, 0.10031147408167754, 44, 23.72679408319138, 103.66666666666667, 'Low Risk'),
(36079, 68, 17, '35:45.8', 36.392009689416476, 99.64458461744378, 113, 72, 54, 'Female', 96.31757939314163, 1.576026382148286, 0.137809537, 41, 38.77739167008778, 85.66666666666667, 'High Risk'),
(36080, 67, 18, '34:45.8', 37.03919057551357, 95.50203917671878, 125, 87, 82, 'Male', 78.87777953, 1.8786299743274362, 0.14967988210370986, 38, 22.349724887174265, 99.66666666666667, 'Low Risk'),
(36081, 67, 16, '33:45.8', 37.07494835, 97.33107098125876, 136, 85, 37, 'Female', 99.74449914438279, 1.6575576657431843, 0.062973612, 51, 36.30376450592541, 102, 'High Risk'),
(36082, 76, 12, '32:45.8', 37.009064352729055, 96.84755218843803, 116, 80, 75, 'Female', 78.70038982254934, 1.6783360367571336, 0.060357628508601185, 36, 27.93952665, 92, 'Low Risk'),
(36083, 88, 15, '31:45.8', 37.49547335096662, 96.20219592309971, 131, 79, 21, 'Male', 91.05079157463213, 1.8150223206544795, 0.12154561591115724, 52, 27.63883831623412, 96.33333333333333, 'Low Risk'),
(36084, 93, 13, '30:45.8', 36.61797454157191, 98.79281721235313, 137, 70, 49, 'Male', 90.11495440793988, 1.809024570116816, 0.090166854, 67, 27.536449118393953, 92.33333333333333, 'High Risk'),
(36085, 77, 14, '29:45.8', 37.21531602159326, 99.30911641139461, 122, 89, 62, 'Female', 81.91313194035655, 1.7779994493499585, 0.086912284, 33, 25.91136471, 100, 'Low Risk'),
(36086, 84, 18, '28:45.8', 36.81110107227293, 96.13393320105008, 132, 79, 28, 'Female', 91.27849399016159, 1.7929823424670013, 0.12728958910209814, 53, 28.39333724382153, 96.66666666666666, 'Low Risk'),
(36087, 60, 19, '27:45.8', 36.84053388033618, 98.44853267244565, 137, 71, 49, 'Male', 72.37375885531246, 1.9795353498996229, 0.12906525166029686, 66, 18.469477342103154, 93, 'High Risk'),
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(36266, 84, 15, '28:45.8', 36.550899523921814, 95.75403157465986, 129, 83, 84, 'Female', 58.527488899765515, 1.7656886874437636, 0.14805164098345175, 46, 18.77291104093665, 98.33333333333333, 'Low Risk'),
(36267, 92, 17, '27:45.8', 37.4702385, 98.43289280056617, 111, 72, 19, 'Female', 54.60374516624397, 1.8705245626098927, 0.121904323, 39, 15.606143652389797, 85, 'High Risk'),
(36268, 68, 13, '26:45.8', 37.483324563683816, 98.59466896375923, 123, 82, 25, 'Male', 99.06766445275002, 1.5872306898404376, 0.095917293, 41, 39.32346873980878, 95.66666666666667, 'High Risk'),
(36269, 81, 14, '25:45.8', 36.55614131484721, 95.43448655228275, 112, 74, 33, 'Female', 83.67715772876181, 1.5885630543675893, 0.1066571284186176, 38, 33.158738852094025, 86.66666666666667, 'High Risk'),
(36270, 84, 17, '24:45.8', 36.42513059191454, 95.24200393735025, 118, 83, 56, 'Female', 56.04448689764618, 1.5752112243984764, 0.13664303708478986, 35, 22.586830974891996, 94.66666666666667, 'Low Risk'),
(36271, 64, 13, '23:45.8', 37.00419691155066, 96.81483958120732, 121, 81, 89, 'Male', 50.53532930892798, 1.8914090951866716, 0.10377129760389052, 40, 14.126161070989081, 94.33333333333333, 'High Risk'),
(36272, 67, 15, '22:45.8', 36.13193338632403, 97.31143275873686, 115, 70, 42, 'Male', 73.16651739306022, 1.9824597339776888, 0.13463968317735064, 45, 18.616740009605582, 85, 'Low Risk'),
(36273, 88, 14, '21:45.8', 36.29183012375542, 99.01735302610344, 114, 76, 53, 'Female', 79.35562369277946, 1.7854224959521101, 0.098012448, 38, 24.894058416527926, 88.66666666666667, 'Low Risk'),
(36274, 99, 14, '20:45.8', 36.40747235495699, 96.90725698901329, 120, 88, 54, 'Male', 84.69268503, 1.7810999901191555, 0.11583302259415953, 32, 26.697420326822808, 98.66666666666667, 'High Risk'),
(36275, 90, 18, '19:45.8', 36.23514023737606, 98.56614076, 114, 71, 88, 'Female', 65.95448178052396, 1.6796109124673801, 0.075022466, 43, 23.37905416530271, 85.33333333333333, 'Low Risk'),
(36276, 94, 15, '18:45.8', 36.86914401138318, 98.64351627269899, 111, 72, 54, 'Male', 75.74466376, 1.7083822938219306, 0.094570632, 39, 25.952662488812653, 85, 'High Risk'),
(36277, 98, 19, '17:45.8', 37.28987804900945, 98.29626487603389, 133, 77, 56, 'Male', 84.16865547185628, 1.6389184184524797, 0.14606846637428672, 56, 31.335434268755108, 95.66666666666666, 'High Risk'),
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(36279, 60, 18, '15:45.8', 37.35800439509055, 98.70781349988643, 120, 74, 53, 'Male', 56.33605642, 1.6287431466666726, 0.07925105, 46, 21.236416777829884, 89.33333333333333, 'Low Risk'),
(36280, 63, 13, '14:45.8', 36.34608147389068, 95.37911260311901, 136, 75, 27, 'Female', 71.66712148489381, 1.5323764380052063, 0.11624403666102125, 61, 30.520316299530666, 95.33333333333333, 'High Risk'),
(36281, 90, 19, '13:45.8', 37.19910587388511, 95.81304537694714, 130, 82, 80, 'Female', 64.12509227, 1.702256709, 0.098818262, 48, 22.12982064836672, 98, 'Low Risk'),
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(36286, 72, 19, '08:45.8', 37.098130406866446, 99.12612538, 138, 87, 44, 'Male', 52.702029105793514, 1.8928771028143065, 0.1496058580913167, 51, 14.70897808384789, 104, 'High Risk'),
(36287, 68, 19, '07:45.8', 37.33920121627573, 97.89396688, 112, 77, 89, 'Male', 90.74136433, 1.8746913904856255, 0.11490856376726398, 35, 25.81937558, 88.66666666666667, 'Low Risk'),
(36288, 63, 17, '06:45.8', 36.96586209967609, 97.41196654, 121, 76, 24, 'Male', 99.50437752805686, 1.5656450656688659, 0.14959803598381866, 45, 40.59341231719132, 91, 'High Risk'),
(36289, 95, 12, '05:45.8', 36.226545454661604, 98.39420166996507, 119, 78, 32, 'Female', 56.256665811917685, 1.8374170139018458, 0.089769515, 41, 16.663204417353377, 91.66666666666667, 'High Risk'),
(36290, 88, 19, '04:45.8', 36.50077972733967, 97.8161932, 115, 78, 23, 'Female', 54.30310108534418, 1.9299479002046873, 0.052807497932699746, 37, 14.579192192347902, 90.33333333333333, 'High Risk'),
(36291, 93, 16, '03:45.8', 36.33097227920783, 98.46991795, 126, 77, 85, 'Male', 64.24496196279418, 1.8230648704702062, 0.072809975, 49, 19.330132515409066, 93.33333333333333, 'High Risk'),
(36292, 68, 18, '02:45.8', 37.055076722316386, 99.27746656531829, 130, 70, 70, 'Male', 77.74705474, 1.7207627249281776, 0.096730328, 60, 26.256810281363187, 90, 'Low Risk'),
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(36297, 70, 15, '57:45.8', 36.750446372211265, 98.68396530873402, 110, 85, 34, 'Male', 62.7073269, 1.817032706829424, 0.10035597825353525, 25, 18.99296633717325, 93.33333333333333, 'Low Risk'),
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(36303, 80, 19, '51:45.8', 37.21316213, 95.67111344110135, 118, 78, 71, 'Female', 75.02317931799828, 1.9738490453847266, 0.06806243, 40, 19.256067195443006, 91.33333333333333, 'Low Risk'),
(36304, 92, 13, '50:45.8', 36.87749341871043, 95.64455738088127, 135, 80, 28, 'Female', 82.31864856108724, 1.8076911389694759, 0.098155115, 55, 25.19125322884769, 98.33333333333333, 'High Risk'),
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(36307, 78, 16, '47:45.8', 36.05206375180916, 96.30180202350246, 135, 88, 20, 'Male', 74.43715409441467, 1.8877623556799965, 0.080324874, 47, 20.887916261096777, 103.66666666666667, 'Low Risk'),
(36308, 71, 12, '46:45.8', 36.57600281250721, 96.12426964538827, 134, 79, 26, 'Female', 65.16952661, 1.8217203341555819, 0.066852126, 55, 19.63727194, 97.33333333333333, 'Low Risk'),
(36309, 71, 16, '45:45.8', 36.90281561682735, 99.64026634320605, 125, 77, 31, 'Female', 99.16662423224889, 1.7041716266261888, 0.083795409, 48, 34.14592396328719, 93, 'High Risk'),
(36310, 67, 12, '44:45.8', 36.77470484593683, 99.96906858144735, 120, 86, 49, 'Female', 86.53379816924785, 1.7962183560937133, 0.05963058, 34, 26.820539270767302, 97.33333333333333, 'Low Risk'),
(36311, 66, 17, '43:45.8', 36.84672740354932, 97.26298209945364, 124, 81, 53, 'Male', 59.36389908986177, 1.9232033710238265, 0.1332711621782578, 43, 16.049887590160605, 95.33333333333333, 'High Risk'),
(36312, 83, 17, '42:45.8', 36.286233040171126, 99.44177354606846, 124, 77, 79, 'Male', 92.75270763552676, 1.7131176844612561, 0.086442566, 47, 31.604738388146036, 92.66666666666667, 'High Risk'),
(36313, 60, 16, '41:45.8', 36.39381840172337, 96.54495904754577, 127, 77, 71, 'Female', 67.52640241897362, 1.6329853568545982, 0.10036188287708363, 50, 25.322642969093426, 93.66666666666666, 'Low Risk'),
(36314, 92, 14, '40:45.8', 37.345969211885524, 97.10471182002107, 128, 83, 42, 'Male', 97.54607718159906, 1.9645088543297957, 0.13611670766545758, 45, 25.275620599725418, 98, 'High Risk'),
(36315, 68, 16, '39:45.8', 36.14434578111956, 99.96066230052183, 136, 70, 89, 'Male', 90.98712988, 1.8519075776338099, 0.14541363197818713, 66, 26.53025035517927, 92, 'Low Risk'),
(36316, 63, 14, '38:45.8', 36.88757241702325, 98.96134747377697, 131, 70, 70, 'Female', 99.19290172011236, 1.586008849213756, 0.14143661219991815, 61, 39.43386839286171, 90.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(36319, 64, 14, '35:45.8', 36.932661456189116, 96.78998840272156, 139, 80, 46, 'Male', 82.16318982, 1.7577567917961485, 0.071642466, 59, 26.592533936315768, 99.66666666666666, 'Low Risk'),
(36320, 76, 19, '34:45.8', 36.40237861391349, 96.26503350658841, 117, 72, 54, 'Female', 56.34821713644418, 1.934581037600131, 0.10219220787386687, 45, 15.055886298013919, 87, 'High Risk'),
(36321, 88, 19, '33:45.8', 36.337044142150326, 99.26568265852886, 113, 86, 53, 'Female', 77.20542125142836, 1.8659367642993823, 0.13385975844201178, 27, 22.17450601023624, 95, 'Low Risk'),
(36322, 68, 19, '32:45.8', 36.686886453588826, 99.91442036244912, 126, 86, 72, 'Male', 75.91120813, 1.6205109512607514, 0.072752206, 40, 28.906929462099956, 99.33333333333333, 'Low Risk'),
(36323, 86, 17, '31:45.8', 36.711689490874285, 96.73512433131054, 117, 87, 64, 'Female', 80.11615735606391, 1.6076289920011326, 0.067307648, 30, 30.99905477849867, 97, 'High Risk'),
(36324, 64, 12, '30:45.8', 36.979559943320126, 96.32222931705843, 119, 73, 80, 'Female', 63.771796244406644, 1.9101372010933093, 0.094217973, 46, 17.47831348, 88.33333333333333, 'High Risk'),
(36325, 87, 16, '29:45.8', 36.20455791012523, 99.70454399079503, 121, 82, 30, 'Male', 73.77429297224998, 1.5835055013490524, 0.14314485193799625, 39, 29.42157400384813, 95, 'Low Risk'),
(36326, 60, 15, '28:45.8', 36.55481842324767, 95.15802514659279, 118, 78, 62, 'Male', 83.28578134849215, 1.9703436973222868, 0.1356102371345383, 40, 21.452943373105107, 91.33333333333333, 'Low Risk'),
(36327, 88, 18, '27:45.8', 36.45934035987751, 96.30176043635467, 113, 88, 71, 'Male', 78.79856519849064, 1.8524478560412878, 0.13280921837781046, 25, 22.962878383873093, 96.33333333333333, 'Low Risk'),
(36328, 90, 19, '26:45.8', 36.199862944026954, 97.32732704394068, 135, 87, 19, 'Male', 96.90223937125688, 1.9317964727223442, 0.052338715710656764, 48, 25.96636012753517, 103, 'Low Risk'),
(36329, 90, 16, '25:45.8', 36.70400746385516, 95.30708439, 110, 76, 52, 'Female', 82.57517485777728, 1.5627359236316787, 0.076001612, 34, 33.812580051922254, 87.33333333333333, 'High Risk'),
(36330, 68, 19, '24:45.8', 36.72674218930455, 97.00871897749808, 139, 88, 55, 'Female', 57.61157027561467, 1.7338349915007192, 0.078825674, 51, 19.164354056454393, 105, 'Low Risk'),
(36331, 77, 17, '23:45.8', 37.29233165324661, 98.73239850309618, 123, 73, 43, 'Female', 92.07437628890466, 1.9619358674740899, 0.13729871045678216, 50, 23.920440435978882, 89.66666666666666, 'Low Risk'),
(36332, 78, 12, '22:45.8', 37.12656063307621, 96.15378076562847, 137, 70, 75, 'Female', 62.15504361190554, 1.8934790861204118, 0.090527976, 67, 17.33625754999112, 92.33333333333333, 'High Risk'),
(36333, 90, 13, '21:45.8', 36.35363521557365, 96.43404153621036, 130, 83, 79, 'Female', 81.55464183782937, 1.6788024716562502, 0.065926177, 47, 28.936732189568392, 98.66666666666667, 'Low Risk'),
(36334, 74, 15, '20:45.8', 36.48317772, 97.27848437087768, 110, 78, 48, 'Female', 59.902932237121824, 1.6547149421468061, 0.053872457, 32, 21.877702094396714, 88.66666666666667, 'Low Risk'),
(36335, 82, 12, '19:45.8', 36.567317265374804, 98.98224454817063, 117, 75, 33, 'Male', 80.06957182502647, 1.7088274858462038, 0.1090041057138562, 42, 27.42022817251455, 89, 'Low Risk'),
(36336, 75, 13, '18:45.8', 36.79729856965548, 97.55112716716616, 136, 82, 63, 'Male', 68.24803183688465, 1.88909198, 0.14370286509189983, 54, 19.12422844751912, 100, 'Low Risk'),
(36337, 83, 13, '17:45.8', 37.01664108247111, 96.96813241815474, 115, 81, 73, 'Male', 96.33164317370321, 1.5096814193405326, 0.062185985, 34, 42.26670069, 92.33333333333333, 'High Risk'),
(36338, 87, 13, '16:45.8', 36.08787270296184, 99.81642770518374, 110, 71, 74, 'Male', 56.53380098776422, 1.7285109591494963, 0.14861191184535158, 39, 18.92186374907024, 84, 'Low Risk'),
(36339, 93, 13, '15:45.8', 36.456461780660845, 98.35994521, 117, 78, 27, 'Male', 58.42161570778093, 1.7685298053878944, 0.084500767, 39, 18.67879246149676, 91, 'High Risk'),
(36340, 65, 14, '14:45.8', 36.73479204279829, 99.26200150779299, 131, 83, 50, 'Male', 74.12379853349682, 1.9011627202647634, 0.14662400471226678, 48, 20.507800674235664, 99, 'Low Risk'),
(36341, 84, 15, '13:45.8', 36.134518786682314, 95.00997544063304, 133, 86, 27, 'Female', 99.28568751229454, 1.9394473359424986, 0.095469806, 47, 26.39554691942227, 101.66666666666667, 'Low Risk'),
(36342, 75, 18, '12:45.8', 37.027133949551086, 96.46583377988465, 114, 73, 34, 'Male', 83.28299138994606, 1.9569107512031456, 0.058609487, 41, 21.74774727025698, 86.66666666666667, 'Low Risk'),
(36343, 62, 12, '11:45.8', 37.04869026917876, 98.52028385657414, 131, 78, 38, 'Female', 61.00943889, 1.8086555435760945, 0.13455765951653836, 53, 18.65027771, 95.66666666666666, 'Low Risk'),
(36344, 70, 17, '10:45.8', 36.13041234259697, 95.66056677253181, 129, 80, 66, 'Female', 90.21572493218682, 1.8239345712093493, 0.11526917852177615, 49, 27.118379436931168, 96.33333333333333, 'Low Risk'),
(36345, 74, 17, '09:45.8', 37.35471436928218, 96.88238680930381, 117, 81, 73, 'Male', 84.06982053, 1.7360048242634365, 0.1456516287816521, 36, 27.89576429819983, 93, 'Low Risk'),
(36346, 60, 14, '08:45.8', 36.07331874088864, 96.08870072, 110, 76, 29, 'Female', 59.22820114352035, 1.9002257446778772, 0.11094664282360173, 34, 16.402805953536493, 87.33333333333333, 'High Risk'),
(36347, 99, 16, '07:45.8', 37.035887548217794, 95.53895902, 114, 80, 87, 'Female', 94.16228128056028, 1.8559742776099588, 0.066095174, 34, 27.335880408153884, 91.33333333333333, 'High Risk'),
(36348, 99, 19, '06:45.8', 36.661213083820655, 96.33497249758888, 133, 71, 54, 'Male', 67.09613151650677, 1.552809310876407, 0.087956762, 62, 27.826669398797186, 91.66666666666666, 'High Risk'),
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(36526, 70, 19, '08:45.8', 36.51482921475959, 99.75703471, 114, 83, 64, 'Male', 75.24460167986669, 1.9438400678457326, 0.078219747, 31, 19.91380672684084, 93.33333333333333, 'Low Risk'),
(36527, 81, 18, '07:45.8', 36.476779297140325, 95.67589553358751, 116, 80, 48, 'Male', 87.83996603, 1.5975290994602749, 0.052447655, 36, 34.41871116121467, 92, 'High Risk'),
(36528, 95, 19, '06:45.8', 36.22463597, 99.37544260202395, 136, 70, 18, 'Female', 78.52457257798079, 1.569260115067616, 0.074685062, 66, 31.88715022233919, 92, 'High Risk'),
(36529, 81, 19, '05:45.8', 36.12152010738579, 95.11144651778056, 137, 79, 65, 'Male', 65.91155503068052, 1.9353098621131766, 0.12487608798495106, 58, 17.597887559092484, 98.33333333333333, 'High Risk'),
(36530, 88, 19, '04:45.8', 36.262724350977116, 98.78682736675415, 119, 72, 86, 'Female', 62.470622261784584, 1.6877690375509915, 0.13766194646290433, 47, 21.930564015322204, 87.66666666666667, 'Low Risk'),
(36531, 85, 16, '03:45.8', 36.46316361828171, 98.96021463198686, 135, 84, 48, 'Male', 92.38769033128364, 1.8289718791465104, 0.091886003, 51, 27.618497835016438, 101, 'Low Risk'),
(36532, 64, 15, '02:45.8', 36.10798492, 97.19272276283635, 134, 73, 65, 'Male', 96.29077490212856, 1.8966370110514446, 0.089193759, 61, 26.768019464768294, 93.33333333333333, 'Low Risk'),
(36533, 73, 17, '01:45.8', 36.639560398578176, 95.46250554346433, 131, 74, 59, 'Female', 79.95822081205444, 1.584755885428021, 0.094152532, 57, 31.837457279663607, 93, 'High Risk'),
(36534, 75, 13, '00:45.8', 36.81012943313955, 97.88965296193318, 133, 83, 35, 'Male', 70.80045682, 1.6211248177904085, 0.12760215480813386, 50, 26.940344870539747, 99.66666666666666, 'Low Risk'),
(36535, 70, 12, '59:45.8', 37.175527579797446, 99.29837903, 114, 81, 73, 'Female', 94.36012359973222, 1.8941772211254229, 0.090917409, 33, 26.299487284817815, 92, 'Low Risk'),
(36536, 83, 14, '58:45.8', 36.99360677104388, 99.28241878, 130, 86, 49, 'Female', 78.04462549, 1.8950785745617647, 0.10751363690962495, 44, 21.731442633975647, 100.66666666666667, 'Low Risk'),
(36537, 97, 12, '57:45.8', 37.098883981265374, 96.78387662532035, 129, 76, 28, 'Male', 67.40730570837542, 1.955318732921293, 0.1392377056988017, 53, 17.630793000279873, 93.66666666666666, 'High Risk'),
(36538, 61, 13, '56:45.8', 36.34658973955106, 97.99025917972415, 135, 84, 20, 'Male', 69.51933607881018, 1.761941006621745, 0.051696399, 51, 22.39354703954719, 101, 'Low Risk'),
(36539, 63, 16, '55:45.8', 36.25325111911658, 96.85857028606469, 136, 84, 83, 'Male', 91.41769073092385, 1.7617017643116455, 0.084815979, 52, 29.45543684287562, 101.33333333333333, 'Low Risk'),
(36540, 88, 19, '54:45.8', 37.287875027532145, 98.70472092, 121, 84, 63, 'Male', 96.70204504662448, 1.5919539124230278, 0.14144467210852552, 37, 38.15704000458738, 96.33333333333333, 'High Risk'),
(36541, 73, 14, '53:45.8', 36.02089942940867, 98.14246605340452, 136, 76, 57, 'Female', 76.09999827, 1.5093011404245706, 0.091160685, 60, 33.40664380659527, 96, 'High Risk'),
(36542, 73, 12, '52:45.8', 37.06063528056602, 99.24630117147949, 132, 84, 22, 'Male', 61.51450352236985, 1.8608371815875526, 0.11713620916053458, 48, 17.76481842467691, 100, 'High Risk'),
(36543, 60, 19, '51:45.8', 36.366456722708016, 96.73747032479024, 119, 78, 42, 'Male', 91.59724760452414, 1.8047267812938075, 0.11673763576394815, 41, 28.122860822752024, 91.66666666666667, 'Low Risk'),
(36544, 62, 15, '50:45.8', 37.49276382417952, 95.60859781355201, 121, 87, 48, 'Male', 55.32891420252021, 1.7570363940827294, 0.1382423382493579, 34, 17.92217167062562, 98.33333333333333, 'High Risk'),
(36545, 89, 17, '49:45.8', 36.54637928660756, 96.67825263323617, 130, 73, 69, 'Female', 96.96598937, 1.7434113438658276, 0.11035688835076327, 57, 31.902131296730587, 92, 'High Risk'),
(36546, 72, 16, '48:45.8', 36.81737684, 97.90656463857532, 112, 78, 79, 'Male', 93.43862914981577, 1.7996183810403967, 0.1156743815045394, 34, 28.85131533960074, 89.33333333333333, 'Low Risk'),
(36547, 90, 12, '47:45.8', 36.79131826813852, 95.73792994481383, 134, 76, 24, 'Female', 95.15365486843024, 1.7666923135492691, 0.14644105420200032, 58, 30.48622392165646, 95.33333333333333, 'High Risk'),
(36548, 89, 15, '46:45.8', 37.098536548376444, 96.99879608364967, 121, 72, 78, 'Male', 77.45147601248709, 1.8322388761917199, 0.069730341, 49, 23.070951766507722, 88.33333333333333, 'Low Risk'),
(36549, 84, 13, '45:45.8', 37.23330660927493, 97.92167261, 136, 74, 44, 'Female', 95.70846855290716, 1.563191899691423, 0.092452331, 62, 39.16749306932854, 94.66666666666666, 'High Risk'),
(36550, 73, 18, '44:45.8', 36.639470267328456, 97.96557165211784, 123, 88, 89, 'Female', 85.80499326411493, 1.703781062013673, 0.061282864, 35, 29.55867675951754, 99.66666666666667, 'Low Risk'),
(36551, 70, 18, '43:45.8', 36.12221619812142, 98.37824048, 115, 86, 23, 'Male', 75.23680934088549, 1.6382698753527352, 0.084369805, 29, 28.032348173738704, 95.66666666666667, 'Low Risk'),
(36552, 89, 12, '42:45.8', 36.610266173740634, 95.83264924, 123, 70, 52, 'Male', 54.91057050843514, 1.5237844647246706, 0.10854942837061832, 53, 23.648787172725644, 87.66666666666666, 'Low Risk'),
(36553, 62, 13, '41:45.8', 36.82436005308405, 99.24229931050154, 115, 71, 36, 'Male', 50.25258832281063, 1.812974271098712, 0.057275622, 44, 15.288861761826787, 85.66666666666667, 'High Risk'),
(36554, 67, 16, '40:45.8', 36.221880841786295, 99.34736631371973, 135, 73, 82, 'Female', 79.99677464, 1.657230000488896, 0.11847378918855506, 62, 29.127747682687072, 93.66666666666666, 'Low Risk'),
(36555, 63, 18, '39:45.8', 36.46864909436921, 95.92184127060108, 122, 79, 76, 'Male', 91.75156562304171, 1.940102495761654, 0.12963206762647322, 43, 24.37609506717316, 93.33333333333333, 'Low Risk'),
(36556, 88, 17, '38:45.8', 36.105191332187644, 98.43795511934533, 134, 76, 54, 'Male', 63.40973443639362, 1.9999144521323415, 0.058859583, 58, 15.853789838007108, 95.33333333333333, 'High Risk'),
(36557, 96, 18, '37:45.8', 37.37928885580768, 96.77678783135276, 118, 79, 66, 'Female', 90.32001808056387, 1.8529466510769876, 0.11283129600460148, 39, 26.306204065304055, 92, 'High Risk'),
(36558, 92, 16, '36:45.8', 36.098179733050266, 98.54438761, 115, 84, 25, 'Male', 91.15304178050876, 1.5970511178265578, 0.131003983, 31, 35.73827048431097, 94.33333333333333, 'High Risk'),
(36559, 75, 15, '35:45.8', 37.01839593353487, 95.03743703884868, 139, 82, 77, 'Female', 63.22990990448139, 1.927524463299061, 0.14276591587200121, 57, 17.01855826010306, 101, 'High Risk'),
(36560, 60, 12, '34:45.8', 36.753362715074516, 98.14616630328203, 133, 77, 51, 'Male', 51.28259519557371, 1.846473181541689, 0.13130898712370265, 56, 15.041251960972795, 95.66666666666666, 'High Risk'),
(36561, 91, 17, '33:45.8', 36.82859734145489, 99.29547063239099, 110, 75, 23, 'Male', 66.64624771078454, 1.5149099114015248, 0.059235475, 35, 29.040366229432603, 86.66666666666667, 'High Risk'),
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(36563, 69, 19, '31:45.8', 36.370901882401114, 99.28953954291508, 116, 88, 89, 'Female', 50.69986680899541, 1.6128596570746383, 0.10436655709526964, 28, 19.49008174325546, 97.33333333333333, 'Low Risk'),
(36564, 73, 14, '30:45.8', 36.5884975, 95.15957535, 135, 74, 18, 'Female', 51.62064110709317, 1.8156977189582164, 0.11501638925087926, 61, 15.658000335990529, 94.33333333333333, 'High Risk'),
(36565, 83, 14, '29:45.8', 37.19104842742656, 95.19682336, 137, 84, 36, 'Male', 86.9024697, 1.5134700471118874, 0.056084771, 53, 37.93887584499975, 101.66666666666666, 'High Risk'),
(36566, 79, 16, '28:45.8', 36.94577534249893, 96.04276046595196, 128, 77, 33, 'Male', 61.83325334519797, 1.7283976602383166, 0.14159522701661345, 51, 20.698303844839007, 94, 'Low Risk'),
(36567, 85, 18, '27:45.8', 36.68271909084696, 98.36476978142856, 127, 88, 78, 'Male', 58.701612032517545, 1.5076372086499816, 0.056223302, 39, 25.82595161782482, 101, 'Low Risk'),
(36568, 72, 12, '26:45.8', 37.15604289944934, 97.10294898162557, 135, 88, 64, 'Female', 64.14530912599801, 1.624123778208081, 0.074799885, 47, 24.317932739029803, 103.66666666666667, 'Low Risk'),
(36569, 97, 19, '25:45.8', 36.53598338338544, 97.48311795563744, 122, 76, 26, 'Female', 81.84953986, 1.5414196316656699, 0.11876074196372818, 46, 34.44882952896729, 91.33333333333333, 'High Risk'),
(36570, 83, 15, '24:45.8', 36.40591578797903, 98.54972008665636, 139, 71, 57, 'Male', 96.01903826833356, 1.7457259147409079, 0.095415594, 68, 31.506868031925674, 93.66666666666666, 'High Risk'),
(36571, 62, 19, '23:45.8', 37.36664925672274, 98.54113563547264, 113, 82, 62, 'Male', 74.96604547158063, 1.6236006340252909, 0.10580177838912705, 31, 28.438466729080996, 92.33333333333333, 'Low Risk'),
(36572, 66, 14, '22:45.8', 36.228309186170456, 99.82774672823234, 134, 87, 56, 'Male', 85.41568910860512, 1.5483316489660637, 0.084719747, 47, 35.629494985437375, 102.66666666666667, 'High Risk'),
(36573, 83, 17, '21:45.8', 36.38129799557821, 97.43925093793345, 119, 85, 27, 'Female', 80.08452650789303, 1.600320261280928, 0.11427471718788036, 34, 31.270498501900505, 96.33333333333333, 'High Risk'),
(36574, 88, 16, '20:45.8', 36.233996138595764, 98.91489243063454, 135, 76, 26, 'Female', 82.32335743015706, 1.6474203746839817, 0.11271436996287959, 59, 30.33291921012105, 95.66666666666666, 'High Risk'),
(36575, 62, 17, '19:45.8', 36.76652147, 97.17249694228275, 111, 76, 39, 'Female', 94.01945968228623, 1.6294927374879684, 0.091713638, 35, 35.40893728530893, 87.66666666666667, 'High Risk'),
(36576, 80, 14, '18:45.8', 36.58888539904285, 96.26296233100575, 139, 83, 51, 'Male', 83.31276173659339, 1.9228002223950165, 0.14151539970021962, 56, 22.53425496051715, 101.66666666666666, 'Low Risk'),
(36577, 93, 17, '17:45.8', 37.02688638762488, 96.40266423653644, 133, 89, 27, 'Female', 53.51120976239178, 1.6453982599213544, 0.072078409, 44, 19.76526775931423, 103.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(36579, 94, 14, '15:45.8', 36.88259024601652, 96.98397300140479, 131, 85, 73, 'Male', 92.91338034365512, 1.9931143927899895, 0.076946126, 46, 23.389116123754835, 100.33333333333333, 'High Risk'),
(36580, 97, 15, '14:45.8', 37.19939121499449, 97.07175463092153, 134, 84, 32, 'Male', 89.99681231796576, 1.872049513669483, 0.076340008, 50, 25.679848939416292, 100.66666666666666, 'High Risk'),
(36581, 86, 13, '13:45.8', 36.71639004898672, 97.68097158585178, 134, 83, 75, 'Male', 99.72173008677902, 1.7750441418406502, 0.069886406, 51, 31.649837852380877, 100, 'High Risk'),
(36582, 94, 18, '12:45.8', 36.193853141339375, 98.69992721503692, 110, 70, 18, 'Female', 81.67434233316243, 1.8471158089790658, 0.10127983472739355, 40, 23.93852545, 83.33333333333333, 'High Risk'),
(36583, 97, 16, '11:45.8', 36.89161834290672, 99.86530826781593, 128, 74, 39, 'Male', 91.63585087005923, 1.9123318446394233, 0.10639685307892965, 54, 25.05756713598553, 92, 'High Risk'),
(36584, 79, 19, '10:45.8', 37.029294448176806, 99.25383493310525, 135, 75, 36, 'Female', 56.36401175303346, 1.955401096554964, 0.066115353, 60, 14.74111003524605, 95, 'High Risk'),
(36585, 90, 18, '09:45.8', 37.39694195203498, 98.12454606410667, 119, 88, 89, 'Female', 68.38397512335183, 1.5954989507756001, 0.14677299994996207, 31, 26.86341965737727, 98.33333333333333, 'Low Risk'),
(36586, 77, 15, '08:45.8', 36.235915391503376, 99.33859036503509, 123, 86, 87, 'Male', 54.86831917077988, 1.6529513775487557, 0.1148099343069818, 37, 20.081747344678014, 98.33333333333333, 'Low Risk'),
(36587, 74, 13, '07:45.8', 37.291183477093824, 95.00962731, 134, 70, 27, 'Female', 57.11721614559941, 1.5112678720898505, 0.068867377, 64, 25.008297807070278, 91.33333333333333, 'Low Risk'),
(36588, 72, 17, '06:45.8', 36.43026266383765, 99.12272451790882, 120, 83, 75, 'Male', 53.14513721711244, 1.8108451817177094, 0.1316866080765023, 37, 16.206934948703676, 95.33333333333333, 'High Risk'),
(36589, 66, 14, '05:45.8', 36.75987752003615, 97.06910389199757, 130, 83, 18, 'Male', 87.93701342, 1.9266172967640047, 0.092212433, 47, 23.69085866269199, 98.66666666666667, 'Low Risk'),
(36590, 97, 16, '04:45.8', 36.17404019201307, 97.28930114902552, 136, 79, 46, 'Male', 68.11061687765701, 1.8837498729294688, 0.095720963, 57, 19.194126010771175, 98, 'High Risk'),
(36591, 76, 12, '03:45.8', 37.00355755598712, 96.82091154996287, 137, 80, 49, 'Female', 73.42970981379422, 1.9690949042415506, 0.056126545, 57, 18.938192005991592, 99, 'Low Risk'),
(36592, 84, 18, '02:45.8', 37.47850289042955, 95.54285333792316, 139, 80, 89, 'Female', 85.32375779357253, 1.739457705, 0.096981878, 59, 28.199553231013418, 99.66666666666666, 'Low Risk'),
(36593, 60, 19, '01:45.8', 36.88499538, 97.19758037071422, 111, 83, 20, 'Male', 51.23544903, 1.5301070746646992, 0.090305983, 28, 21.884009789756508, 92.33333333333333, 'Low Risk'),
(36594, 90, 17, '00:45.8', 36.756904554899165, 95.96930290252568, 126, 82, 88, 'Male', 90.69671954643476, 1.9204470916152245, 0.1369854171992621, 44, 24.591605626134907, 96.66666666666667, 'Low Risk'),
(36595, 75, 18, '59:45.8', 36.26678849232894, 96.17030242898635, 134, 82, 74, 'Male', 89.88912163879529, 1.752024998, 0.065433101, 52, 29.28373984155643, 99.33333333333333, 'Low Risk'),
(36596, 76, 15, '58:45.8', 37.46076341657149, 95.85406930786924, 131, 72, 77, 'Male', 83.38274921307661, 1.5516430761773896, 0.062776688, 59, 34.63319470744436, 91.66666666666666, 'High Risk'),
(36597, 87, 12, '57:45.8', 37.40330257491708, 99.42068830460602, 125, 87, 76, 'Male', 92.32679961890571, 1.8089466736635065, 0.056953798645067444, 38, 28.214753009465277, 99.66666666666667, 'Low Risk'),
(36598, 64, 18, '56:45.8', 36.87217789, 95.93630744136124, 138, 70, 88, 'Female', 89.14962686218902, 1.8439265091733998, 0.080136024, 68, 26.219977446453182, 92.66666666666666, 'Low Risk'),
(36599, 97, 19, '55:45.8', 36.63163438513499, 96.31632377, 111, 86, 77, 'Female', 69.90050276393943, 1.975669334735039, 0.092103054, 25, 17.90819362680715, 94.33333333333333, 'High Risk'),
(36600, 69, 19, '54:45.8', 36.43101968621504, 98.83213023864225, 135, 89, 45, 'Female', 87.03559228058634, 1.5434787668408099, 0.13358354281733992, 46, 36.53386084529627, 104.33333333333333, 'High Risk'),
(36601, 66, 15, '53:45.8', 36.241524397498985, 95.22819971314604, 121, 84, 80, 'Male', 96.32703400536889, 1.967511964615691, 0.10445726843689976, 37, 24.88361218268667, 96.33333333333333, 'Low Risk'),
(36602, 87, 17, '52:45.8', 37.409330216081884, 98.55716877878629, 112, 78, 70, 'Male', 69.25457705217202, 1.842658720573274, 0.088343049, 34, 20.396641735344897, 89.33333333333333, 'Low Risk'),
(36603, 92, 12, '51:45.8', 36.95964548363994, 97.54361616, 121, 80, 60, 'Female', 99.18666032712747, 1.6114182736163136, 0.066291914, 41, 38.19765474905684, 93.66666666666667, 'High Risk'),
(36604, 90, 19, '50:45.8', 37.40828792, 97.30220557200553, 114, 82, 42, 'Female', 98.69968091498404, 1.515748051, 0.10141649452242295, 32, 42.95974667764091, 92.66666666666667, 'High Risk'),
(36605, 92, 17, '49:45.8', 37.408350245223794, 98.61274516117787, 123, 71, 33, 'Female', 50.34948545048941, 1.660284176092402, 0.076755924, 52, 18.265441710443547, 88.33333333333333, 'High Risk'),
(36606, 96, 17, '48:45.8', 37.499529282329725, 96.36526457654321, 138, 72, 53, 'Female', 78.81606167915204, 1.5494816101935913, 0.1478222713533412, 66, 32.82780745878742, 94, 'High Risk'),
(36607, 87, 15, '47:45.8', 36.499945597369695, 99.38289046988363, 123, 84, 56, 'Male', 82.62476000999732, 1.8255445026269603, 0.071687937, 39, 24.792787724672543, 97, 'Low Risk'),
(36608, 98, 18, '46:45.8', 36.723505636115654, 98.92723210253811, 113, 80, 20, 'Female', 63.503773561233146, 1.5251862544105634, 0.10806340216272264, 33, 27.29944185230678, 91, 'High Risk'),
(36609, 66, 12, '45:45.8', 36.506939328261716, 95.75160273185492, 135, 73, 46, 'Female', 87.62931271948683, 1.6124851146253356, 0.094316776, 62, 33.702178704199284, 93.66666666666666, 'High Risk'),
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(36788, 90, 14, '46:45.8', 36.95986767960344, 99.02999195572373, 123, 87, 68, 'Male', 90.17084100094101, 1.7681643428387595, 0.12980120504230713, 36, 28.841700569285468, 99, 'Low Risk'),
(36789, 69, 15, '45:45.8', 37.22617511809394, 99.87715505181318, 131, 70, 35, 'Male', 77.52468652, 1.5210928303350248, 0.086568288, 61, 33.50646260128365, 90.33333333333333, 'High Risk'),
(36790, 98, 14, '44:45.8', 36.73238748558273, 98.08445060092517, 128, 82, 59, 'Male', 85.93472459748389, 1.9019118113481315, 0.100093401, 46, 23.75679983149389, 97.33333333333333, 'High Risk'),
(36791, 89, 17, '43:45.8', 36.17620885153905, 96.56824028719286, 112, 88, 83, 'Female', 78.32387622, 1.823446478080301, 0.0586224, 24, 23.556357224637807, 96, 'Low Risk'),
(36792, 92, 12, '42:45.8', 36.44054923893718, 95.73768068372976, 116, 81, 18, 'Male', 99.03400986544798, 1.5143225809454868, 0.089157227, 35, 43.18645609556665, 92.66666666666667, 'High Risk'),
(36793, 99, 18, '41:45.8', 36.07947724895746, 96.24729722145258, 114, 75, 43, 'Male', 87.63660465361244, 1.987333932888266, 0.10717627187419192, 39, 22.18931253136302, 88, 'High Risk'),
(36794, 98, 18, '40:45.8', 36.135255368503806, 96.12237794815923, 115, 71, 35, 'Female', 81.94030062916366, 1.816151543080459, 0.057198823, 44, 24.842390539761606, 85.66666666666667, 'High Risk'),
(36795, 61, 16, '39:45.8', 36.101511651343706, 96.33060697611012, 110, 70, 34, 'Female', 68.99089029121141, 1.6148764553328956, 0.10802890775298038, 40, 26.455327614264064, 83.33333333333333, 'Low Risk'),
(36796, 76, 13, '38:45.8', 36.47284088201792, 97.17573145011161, 111, 81, 26, 'Male', 84.90143906809323, 1.6059093647516562, 0.14855878839800968, 30, 32.92099783513247, 91, 'High Risk'),
(36797, 79, 17, '37:45.8', 36.70781459601246, 95.91163541760977, 119, 85, 87, 'Male', 50.824308813757455, 1.5474161107902056, 0.13806436604845146, 34, 21.22546692723155, 96.33333333333333, 'Low Risk'),
(36798, 99, 14, '36:45.8', 36.44700231, 99.17962453473478, 124, 71, 39, 'Female', 81.64028179, 1.842235045489538, 0.055232334, 53, 24.05550150780995, 88.66666666666666, 'High Risk'),
(36799, 89, 16, '35:45.8', 36.08702566821414, 95.85633613, 125, 81, 30, 'Female', 54.463674823610795, 1.604132096287756, 0.14385627426144948, 44, 21.16540992, 95.66666666666667, 'Low Risk'),
(36800, 90, 15, '34:45.8', 36.97526724376414, 96.87866684477719, 110, 85, 59, 'Male', 81.22282377921462, 1.7375107527671547, 0.11550222709461756, 25, 26.90438580874535, 93.33333333333333, 'Low Risk'),
(36801, 85, 19, '33:45.8', 37.32363852777338, 99.03454492494777, 114, 74, 28, 'Male', 60.88329462710945, 1.6786845448444003, 0.050247228, 40, 21.60528311551036, 87.33333333333333, 'Low Risk'),
(36802, 60, 14, '32:45.8', 36.16161128382136, 97.62612626439069, 111, 88, 35, 'Female', 92.31648292, 1.5612109481615732, 0.098518585, 23, 37.87529935254883, 95.66666666666667, 'High Risk'),
(36803, 76, 19, '31:45.8', 36.37734375865006, 99.16123484501615, 129, 72, 35, 'Male', 66.59546469882551, 1.8355974789875538, 0.11806595214968935, 57, 19.76467824, 91, 'Low Risk'),
(36804, 92, 12, '30:45.8', 36.53134751956742, 97.85695056, 131, 82, 66, 'Female', 88.77086613033322, 1.9811482605938835, 0.14565747652726316, 49, 22.61707833956463, 98.33333333333333, 'High Risk'),
(36805, 62, 17, '29:45.8', 36.52869783, 98.55670981515347, 124, 75, 22, 'Male', 87.58537450349782, 1.6729915814404992, 0.14887692875797592, 49, 31.29277519073217, 91.33333333333333, 'High Risk'),
(36806, 81, 19, '28:45.8', 37.026596506781125, 96.85037704388361, 135, 80, 48, 'Female', 96.52669795735154, 1.7917368161938247, 0.11352289773919068, 55, 30.06761735492877, 98.33333333333333, 'High Risk'),
(36807, 89, 17, '27:45.8', 36.44953111, 96.34094223365403, 121, 85, 42, 'Male', 54.172294171261704, 1.870355372080274, 0.10162995875546652, 36, 15.485633101038824, 97, 'High Risk'),
(36808, 85, 18, '26:45.8', 37.22712229, 97.36110973062699, 118, 89, 30, 'Male', 74.27556678397598, 1.7207197076394527, 0.086768211, 29, 25.08567023771161, 98.66666666666667, 'Low Risk'),
(36809, 96, 16, '25:45.8', 36.185509309115034, 96.32260846521774, 124, 74, 83, 'Female', 50.55018621, 1.747131941807285, 0.12179930436216752, 50, 16.560420200060104, 90.66666666666666, 'High Risk'),
(36810, 65, 12, '24:45.8', 36.05700774646454, 98.15853339, 134, 80, 76, 'Female', 82.99458906840425, 1.7271213694242806, 0.14535300090266484, 54, 27.823006909930186, 98, 'Low Risk'),
(36811, 70, 16, '23:45.8', 36.26394515001698, 98.59948232822957, 116, 87, 34, 'Female', 85.89646105285765, 1.541203965136528, 0.082784806, 29, 36.16221599, 96.66666666666667, 'High Risk'),
(36812, 87, 16, '22:45.8', 36.99796611, 98.86612269779843, 111, 83, 68, 'Male', 67.83485293951239, 1.6001341890020282, 0.14171895299269932, 28, 26.49354531513754, 92.33333333333333, 'Low Risk'),
(36813, 80, 18, '21:45.8', 36.85600959101007, 95.44280499153878, 122, 85, 18, 'Female', 66.59011676760382, 1.7700674877036526, 0.091343712, 37, 21.253483697538304, 97.33333333333333, 'Low Risk'),
(36814, 61, 14, '20:45.8', 37.19697047932893, 98.61175370197518, 110, 73, 85, 'Female', 64.93299974498554, 1.918294528874568, 0.11003196944303954, 37, 17.645537436589553, 85.33333333333333, 'High Risk'),
(36815, 80, 14, '19:45.8', 37.480708184443195, 95.00233499980091, 117, 85, 67, 'Female', 91.43829096027434, 1.870524984330952, 0.11820225558956451, 32, 26.13371035740444, 95.66666666666667, 'Low Risk'),
(36816, 75, 12, '18:45.8', 36.278397598061446, 98.85882195405556, 128, 76, 85, 'Female', 99.73625709572202, 1.5634109210909926, 0.11265667390722617, 52, 40.80437998791757, 93.33333333333333, 'High Risk'),
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(36819, 90, 13, '15:45.8', 36.13345822659266, 95.67241833513425, 120, 72, 18, 'Female', 55.633669995132486, 1.6635689042494843, 0.06596634, 48, 20.102780115098103, 88, 'Low Risk'),
(36820, 76, 19, '14:45.8', 36.01822436301535, 95.33729365833561, 128, 73, 78, 'Male', 65.55447443704978, 1.8722118901353364, 0.070024486, 55, 18.702184704227676, 91.33333333333333, 'Low Risk'),
(36821, 60, 13, '13:45.8', 36.48730487706418, 99.05754181939824, 133, 77, 54, 'Male', 64.10723894973803, 1.9406100650328166, 0.11913595488052643, 56, 17.022781060868002, 95.66666666666666, 'High Risk'),
(36822, 69, 18, '12:45.8', 37.46945769871313, 96.81798088589473, 119, 77, 44, 'Male', 76.08415625327153, 1.9305830294919168, 0.10180136336761862, 42, 20.413489994573727, 91, 'Low Risk'),
(36823, 87, 18, '11:45.8', 37.07280379130377, 97.33681919634637, 112, 79, 25, 'Female', 62.12640098, 1.6782081426984177, 0.09478356, 33, 22.05893533095551, 90, 'Low Risk'),
(36824, 99, 18, '10:45.8', 37.09352269137594, 95.53809087981432, 129, 74, 73, 'Male', 96.33142574795588, 1.9625836777993748, 0.12021485332512165, 55, 25.009880856778196, 92.33333333333333, 'High Risk'),
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(36826, 71, 15, '08:45.8', 36.02289419647011, 98.68263784766741, 126, 87, 65, 'Female', 94.76792982502529, 1.6461037837626504, 0.069906858, 39, 34.97413381, 100, 'High Risk'),
(36827, 81, 12, '07:45.8', 37.06320857678052, 96.57227226217833, 121, 74, 38, 'Female', 53.74107747503151, 1.5104304146113623, 0.093775685, 47, 23.556183306053075, 89.66666666666667, 'Low Risk'),
(36828, 69, 17, '06:45.8', 37.07233276909664, 99.26419889314855, 121, 84, 77, 'Female', 68.35968922105857, 1.6192094378896031, 0.14816932838325314, 37, 26.07318142289741, 96.33333333333333, 'Low Risk'),
(36829, 72, 13, '05:45.8', 36.78103210540818, 95.61627435433591, 136, 75, 73, 'Female', 85.91798204308284, 1.633913661519936, 0.10927502140950249, 61, 32.18295071, 95.33333333333333, 'High Risk'),
(36830, 70, 19, '04:45.8', 36.51083259, 96.48841179, 115, 76, 38, 'Female', 72.26393452535787, 1.977568465526693, 0.059138963174360674, 39, 18.478152516238442, 89, 'High Risk'),
(36831, 73, 19, '03:45.8', 36.06392601408736, 95.15823272012301, 112, 76, 81, 'Female', 69.84541004165187, 1.9417706701956545, 0.063837397, 36, 18.524308176798975, 88, 'Low Risk'),
(36832, 69, 17, '02:45.8', 36.929787489194844, 96.26366207960812, 128, 78, 71, 'Female', 91.65665897, 1.7235877920227454, 0.073584278, 50, 30.852986118264017, 94.66666666666666, 'High Risk'),
(36833, 68, 16, '01:45.8', 37.44847388905197, 96.58659435582939, 135, 74, 32, 'Male', 53.68220502512324, 1.9910613461260267, 0.07871728, 61, 13.541321959951382, 94.33333333333333, 'High Risk'),
(36834, 69, 13, '00:45.8', 37.074426676938316, 98.56168650078597, 113, 82, 65, 'Male', 88.00466412152669, 1.5771526423608524, 0.1061473889060196, 31, 35.38003302311711, 92.33333333333333, 'High Risk'),
(36835, 81, 16, '59:45.8', 37.49864466396335, 99.92137657320156, 136, 70, 74, 'Male', 90.17804065847297, 1.7837616060893948, 0.1261917255153518, 66, 28.341783174234866, 92, 'Low Risk'),
(36836, 69, 17, '58:45.8', 36.30700527820143, 97.75487019622895, 132, 85, 75, 'Male', 76.76544359638417, 1.5758318628931554, 0.12534791368480633, 47, 30.913345571966783, 100.66666666666667, 'High Risk'),
(36837, 98, 12, '57:45.8', 36.91843765625154, 97.75489655, 135, 89, 18, 'Male', 50.914517674060825, 1.9139592664624043, 0.053428143, 46, 13.898766297058666, 104.33333333333333, 'High Risk'),
(36838, 91, 19, '56:45.8', 36.395244945442606, 99.91502289507855, 139, 74, 50, 'Male', 60.26172200699998, 1.8382134738368756, 0.086068658, 65, 17.834036349675007, 95.66666666666666, 'High Risk'),
(36839, 64, 15, '55:45.8', 36.383398686491375, 95.6428855, 137, 89, 86, 'Male', 80.72507935189964, 1.9602082809317949, 0.084507735, 48, 21.008935198605617, 105, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(36841, 76, 19, '53:45.8', 37.11508303438822, 95.38236072170646, 124, 82, 22, 'Male', 66.45773327659396, 1.8951808257786267, 0.1131655791162539, 42, 18.50308810318598, 96, 'Low Risk'),
(36842, 92, 15, '52:45.8', 36.058311920106746, 98.85766482063244, 137, 80, 54, 'Male', 71.19733246403736, 1.9531155881915803, 0.051691641, 57, 18.664133400185037, 99, 'High Risk'),
(36843, 89, 16, '51:45.8', 36.87346300715356, 96.78421640349123, 126, 81, 70, 'Female', 93.60918763575594, 1.6541096064292429, 0.07624042, 45, 34.212901623183065, 96, 'High Risk'),
(36844, 96, 19, '50:45.8', 37.024080737581265, 97.16897651, 134, 87, 56, 'Female', 64.19714688282517, 1.8625789007950857, 0.13902323283216117, 47, 18.504884091671112, 102.66666666666667, 'High Risk'),
(36845, 69, 18, '49:45.8', 37.22734546217726, 97.43853590351077, 118, 71, 88, 'Female', 66.84386099029177, 1.835370909117645, 0.082346549, 47, 19.843297326592666, 86.66666666666667, 'Low Risk'),
(36846, 93, 15, '48:45.8', 36.53629633184829, 96.82820822872259, 133, 82, 78, 'Male', 61.885003450858136, 1.6489694096528569, 0.089019484, 51, 22.75936922399049, 99, 'High Risk'),
(36847, 91, 17, '47:45.8', 36.644575069197856, 98.60055530489078, 133, 79, 29, 'Male', 93.40354912819694, 1.930036070279488, 0.050643896, 54, 25.074514198742406, 97, 'High Risk'),
(36848, 71, 19, '46:45.8', 36.87590015732559, 97.86050656422861, 126, 77, 82, 'Male', 61.681684907056734, 1.5506760430269397, 0.10343894200890569, 49, 25.65157723898015, 93.33333333333333, 'Low Risk'),
(36849, 92, 12, '45:45.8', 36.662124480229295, 98.74728690243568, 125, 70, 67, 'Female', 71.13995297733041, 1.9375393307742195, 0.1003500044538435, 55, 18.95014421793886, 88.33333333333333, 'High Risk'),
(36850, 78, 15, '44:45.8', 36.26089940351604, 98.59804202211824, 118, 88, 60, 'Female', 60.24440801547962, 1.9586200877254538, 0.13929933825308727, 30, 15.70421862, 98, 'High Risk'),
(36851, 84, 19, '43:45.8', 37.34330373631306, 97.88195406, 132, 82, 43, 'Female', 75.10120611, 1.8751939293870972, 0.080350708, 50, 21.35770260943814, 98.66666666666666, 'Low Risk'),
(36852, 84, 13, '42:45.8', 36.818983830006786, 95.96436635652002, 129, 78, 43, 'Female', 64.37292369439058, 1.8246196391724516, 0.082661541, 51, 19.335639675641733, 95, 'Low Risk'),
(36853, 97, 18, '41:45.8', 36.623178226546045, 97.45955004601082, 139, 70, 73, 'Female', 72.51453637, 1.8847692866086674, 0.089050674, 69, 20.413086808691304, 93, 'High Risk'),
(36854, 79, 19, '40:45.8', 36.697765788780885, 98.64485278895444, 129, 79, 82, 'Male', 80.88008423491614, 1.6852956167252948, 0.085552116, 50, 28.47668377, 95.66666666666666, 'Low Risk'),
(36855, 98, 16, '39:45.8', 37.192954188884826, 98.29472721614869, 139, 70, 74, 'Male', 65.41566214952859, 1.5263137921142187, 0.07818829, 69, 28.079804806326536, 93, 'High Risk'),
(36856, 76, 14, '38:45.8', 36.39929531938773, 95.39737926, 132, 89, 23, 'Male', 65.7236101, 1.7474103497989504, 0.13698815616076293, 43, 21.524427209067333, 103.33333333333333, 'Low Risk'),
(36857, 78, 12, '37:45.8', 36.615461201417425, 98.63982411609966, 125, 87, 49, 'Female', 78.47263186688592, 1.9389897615547282, 0.09939924, 38, 20.87214997787294, 99.66666666666667, 'Low Risk'),
(36858, 95, 17, '36:45.8', 37.323320862124326, 95.39858307780906, 125, 80, 37, 'Female', 78.11143872917475, 1.6323624179597018, 0.096855692, 45, 29.314430557953646, 95, 'High Risk'),
(36859, 75, 12, '35:45.8', 37.077398754952796, 97.66165367, 110, 76, 28, 'Female', 52.88965443612755, 1.9299936653252594, 0.1446760742126002, 34, 14.199039337501592, 87.33333333333333, 'High Risk'),
(36860, 70, 18, '34:45.8', 37.30448170939366, 99.90658201, 137, 86, 26, 'Male', 70.25285127457683, 1.9047710966248155, 0.1026258125131225, 51, 19.36325524849718, 103, 'Low Risk'),
(36861, 93, 19, '33:45.8', 36.71260547, 98.49254124351758, 114, 85, 54, 'Male', 61.39130178062511, 1.5484050914729959, 0.13718269350417664, 29, 25.605759443514163, 94.66666666666667, 'High Risk'),
(36862, 87, 15, '32:45.8', 36.99382011991909, 97.79023131, 122, 74, 50, 'Male', 85.08128873235847, 1.6083322201246908, 0.12496693776982604, 48, 32.89141329, 90, 'High Risk'),
(36863, 91, 12, '31:45.8', 36.258681545876854, 98.93729808995666, 133, 87, 84, 'Female', 92.17887863, 1.728945826465732, 0.14596842167508212, 46, 30.836753509735033, 102.33333333333333, 'High Risk'),
(36864, 87, 16, '30:45.8', 36.24553764534089, 97.47651970860925, 115, 80, 72, 'Female', 86.82778526, 1.6614964883625198, 0.1355307409209007, 35, 31.45284016948994, 91.66666666666667, 'High Risk'),
(36865, 85, 17, '29:45.8', 37.269541892806956, 95.75190326828957, 123, 84, 32, 'Male', 87.77343743067041, 1.5046569356734865, 0.13382584279815626, 39, 38.769314677747296, 97, 'High Risk'),
(36866, 69, 14, '28:45.8', 36.55837616866688, 95.71531599735897, 133, 73, 84, 'Male', 63.13092975423646, 1.5934997316483794, 0.12381150278517157, 60, 24.862122161535343, 93, 'Low Risk'),
(36867, 81, 15, '27:45.8', 36.061406205601955, 96.59644089026634, 116, 87, 63, 'Male', 90.43409827399788, 1.9974713916671836, 0.11640049706585522, 29, 22.665801271975145, 96.66666666666667, 'Low Risk'),
(36868, 77, 12, '26:45.8', 36.92052756248131, 96.32890943231608, 138, 82, 42, 'Female', 76.09677043498971, 1.7125164774574682, 0.10759742541927109, 56, 25.947570933077113, 100.66666666666666, 'Low Risk'),
(36869, 65, 15, '25:45.8', 37.3210701, 99.96749499, 124, 74, 84, 'Female', 60.14294132667247, 1.7818769204689553, 0.1332524142103427, 50, 18.942149426923276, 90.66666666666666, 'Low Risk'),
(36870, 97, 17, '24:45.8', 36.94321690600136, 95.85638811056562, 113, 83, 81, 'Female', 91.31944122631884, 1.6724112344866908, 0.094096977, 30, 32.64954195455692, 93, 'High Risk'),
(36871, 65, 13, '23:45.8', 37.32106811820773, 97.15055176679542, 139, 86, 34, 'Female', 99.83870084, 1.8541542034657965, 0.10748015695110462, 53, 29.040709398630103, 103.66666666666666, 'Low Risk'),
(36872, 65, 18, '22:45.8', 36.950823071110804, 98.92970920354135, 121, 71, 73, 'Female', 89.31960941805083, 1.911168864660376, 0.11208453680069919, 50, 24.45393154326806, 87.66666666666666, 'Low Risk'),
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(37051, 80, 19, '23:45.8', 36.95858636, 97.14178061051516, 114, 82, 59, 'Male', 88.25151597999337, 1.8347432918470437, 0.090763827, 32, 26.216309612127596, 92.66666666666667, 'Low Risk'),
(37052, 61, 19, '22:45.8', 36.418041626006136, 99.31993268213444, 119, 71, 88, 'Female', 98.63494744013542, 1.9923776500044126, 0.11990634336900532, 48, 24.847774377665733, 87, 'Low Risk'),
(37053, 78, 12, '21:45.8', 36.81539429227503, 98.91455746562463, 137, 81, 46, 'Female', 85.24433041946847, 1.9947360406488612, 0.114165641, 56, 21.42370772265487, 99.66666666666666, 'Low Risk'),
(37054, 75, 18, '20:45.8', 37.40582154830171, 97.50806983679621, 127, 85, 75, 'Male', 68.59976355771937, 1.6076931984721656, 0.10070183328866492, 42, 26.540938151864378, 99, 'Low Risk'),
(37055, 91, 14, '19:45.8', 36.63224085203344, 96.32437813, 111, 77, 80, 'Male', 66.32397729466764, 1.75472497, 0.11597697206386041, 34, 21.540334825075927, 88.33333333333333, 'High Risk'),
(37056, 82, 13, '18:45.8', 36.09097748873783, 96.01437170150301, 117, 86, 64, 'Male', 56.15092180682748, 1.7716607473617163, 0.081168585, 31, 17.88939955618464, 96.33333333333333, 'High Risk'),
(37057, 88, 13, '17:45.8', 37.15370369831359, 95.72264414568687, 117, 81, 71, 'Male', 83.42472445, 1.5949142286541294, 0.073837224, 36, 32.79594246181737, 93, 'High Risk'),
(37058, 88, 16, '16:45.8', 37.20814294862765, 95.44840524059447, 135, 88, 57, 'Female', 58.55703491346165, 1.5142649526752292, 0.1223419978523841, 47, 25.537321033228924, 103.66666666666667, 'Low Risk'),
(37059, 99, 12, '15:45.8', 37.444070793900856, 97.20358628576061, 117, 83, 36, 'Female', 93.35046102169991, 1.5350026662308252, 0.1254679796015935, 34, 39.61851551988829, 94.33333333333333, 'High Risk'),
(37060, 69, 17, '14:45.8', 36.70542990092058, 95.29834671778958, 115, 89, 65, 'Male', 78.66573834163702, 1.632685292, 0.054272216, 26, 29.510778232217675, 97.66666666666667, 'Low Risk'),
(37061, 83, 12, '13:45.8', 36.15662405872023, 98.91879117421162, 130, 72, 61, 'Female', 73.75645011975502, 1.625742352880486, 0.077211907, 58, 27.905934230152074, 91.33333333333333, 'Low Risk'),
(37062, 66, 17, '12:45.8', 37.27953891631627, 97.22681726453534, 112, 84, 74, 'Male', 91.85886150043277, 1.7354723536476857, 0.08209627, 28, 30.499004154012592, 93.33333333333333, 'High Risk'),
(37063, 99, 18, '11:45.8', 37.266710613891306, 96.70335323304411, 120, 75, 78, 'Male', 61.95433297752797, 1.797876830583501, 0.13193567338683815, 45, 19.166897230894087, 90, 'High Risk'),
(37064, 70, 12, '10:45.8', 36.27283950499679, 98.04861515549806, 126, 79, 84, 'Female', 53.424384328130195, 1.6229493633018648, 0.092694436, 47, 20.28287836562144, 94.66666666666667, 'Low Risk'),
(37065, 69, 14, '09:45.8', 36.743797656127725, 96.95711583917941, 121, 70, 63, 'Female', 62.29355190297668, 1.721904807539832, 0.056861111, 51, 21.009940252239772, 87, 'Low Risk'),
(37066, 62, 17, '08:45.8', 36.49237899464897, 95.06500980578356, 117, 71, 21, 'Male', 63.990655885283175, 1.6222154295634135, 0.091647992, 46, 24.316412713953973, 86.33333333333333, 'Low Risk'),
(37067, 93, 15, '07:45.8', 36.19510662264733, 99.70892208672124, 116, 81, 20, 'Female', 76.31552542596728, 1.9865467962600203, 0.053388372, 35, 19.338166655093797, 92.66666666666667, 'High Risk'),
(37068, 74, 13, '06:45.8', 37.09660830861124, 96.26910386092662, 139, 81, 83, 'Female', 98.94968196027801, 1.9669909377359192, 0.11046630463516041, 58, 25.574649153492338, 100.33333333333333, 'Low Risk'),
(37069, 89, 14, '05:45.8', 36.97531608303871, 98.39439918, 115, 80, 61, 'Male', 85.25691336714786, 1.6280631968847534, 0.13511315994329753, 35, 32.16526157083312, 91.66666666666667, 'High Risk'),
(37070, 70, 18, '04:45.8', 36.95264572553123, 96.34855024945469, 129, 74, 82, 'Female', 66.02645279211487, 1.919247542268804, 0.074725212, 55, 17.92486855304149, 92.33333333333333, 'High Risk'),
(37071, 60, 17, '03:45.8', 36.343810116055934, 95.48379307301956, 125, 71, 79, 'Female', 55.01690446, 1.7775607846243084, 0.13912767472326498, 54, 17.41194272223888, 89, 'High Risk'),
(37072, 92, 15, '02:45.8', 37.06552596334212, 98.70050781, 120, 79, 76, 'Male', 58.831460064107596, 1.7909299962492582, 0.076766394, 41, 18.34224144, 92.66666666666667, 'High Risk'),
(37073, 82, 14, '01:45.8', 37.03966196370963, 98.05908633978693, 124, 79, 53, 'Female', 83.53369660685237, 1.6822572258268729, 0.056116332, 45, 29.517318113921867, 94, 'Low Risk'),
(37074, 70, 19, '00:45.8', 36.94540333221455, 99.74639811880633, 126, 84, 81, 'Female', 95.08413198090446, 1.529507277517639, 0.080725229, 42, 40.64479624261571, 98, 'High Risk'),
(37075, 67, 12, '59:45.8', 36.550445361689235, 95.94618799046505, 111, 88, 25, 'Male', 61.46966923236825, 1.5038675656607978, 0.054552073, 23, 27.179514227440656, 95.66666666666667, 'Low Risk'),
(37076, 81, 15, '58:45.8', 36.454920223750555, 99.38034306257236, 117, 75, 54, 'Male', 97.66847136848338, 1.8904604485832057, 0.076620266, 42, 27.328714220310957, 89, 'Low Risk'),
(37077, 80, 18, '57:45.8', 36.78044604669584, 98.17164956035762, 137, 84, 86, 'Male', 59.92654281253134, 1.6582510937094057, 0.13680936901482119, 53, 21.793081297636547, 101.66666666666666, 'Low Risk'),
(37078, 98, 12, '56:45.8', 37.42627122342041, 98.49289953452939, 116, 77, 30, 'Female', 85.96533253204072, 1.718597692245338, 0.071150942, 39, 29.105488909779943, 90, 'High Risk'),
(37079, 76, 19, '55:45.8', 36.21681316268448, 95.68866575161928, 112, 82, 84, 'Female', 70.47173374020997, 1.7235811387824083, 0.11042388221676533, 30, 23.722010304827943, 92, 'Low Risk'),
(37080, 77, 19, '54:45.8', 37.32137191, 96.77561319165144, 132, 79, 62, 'Male', 73.41539062059795, 1.9186582666959937, 0.11463377157357235, 53, 19.94306273886251, 96.66666666666666, 'Low Risk'),
(37081, 83, 15, '53:45.8', 36.48718931987565, 98.23778064228372, 127, 81, 56, 'Female', 84.61587139723528, 1.530302049040807, 0.14488233074382353, 46, 36.132458435233616, 96.33333333333333, 'High Risk'),
(37082, 99, 19, '52:45.8', 37.29152354504521, 97.43539359146905, 136, 73, 39, 'Female', 71.86585113626376, 1.717223253486046, 0.071432324, 63, 24.37075882685249, 94, 'High Risk'),
(37083, 92, 19, '51:45.8', 36.359552994032875, 95.66927111, 135, 86, 56, 'Female', 96.67312639807415, 1.7613236741624965, 0.14607589036316193, 49, 31.162150361991145, 102.33333333333333, 'High Risk'),
(37084, 99, 14, '50:45.8', 37.496340169829836, 99.09920939935259, 120, 79, 69, 'Male', 91.96482268485204, 1.6724857632468204, 0.1302876454275641, 41, 32.877355573563406, 92.66666666666667, 'High Risk'),
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(37087, 63, 18, '47:45.8', 37.432523054004946, 95.23939604137561, 138, 76, 25, 'Female', 85.73496811016946, 1.5518275616642003, 0.11304239048437993, 62, 35.60172724669244, 96.66666666666666, 'High Risk'),
(37088, 65, 19, '46:45.8', 37.16542823, 96.08926717014224, 110, 75, 79, 'Male', 61.98714933652555, 1.979355228549096, 0.052188671, 35, 15.821737659868441, 86.66666666666667, 'High Risk'),
(37089, 97, 16, '45:45.8', 37.35124569819002, 95.10158951915156, 132, 82, 76, 'Female', 85.88576484651347, 1.655786986600609, 0.051825676, 50, 31.326527567061785, 98.66666666666666, 'High Risk'),
(37090, 71, 17, '44:45.8', 37.04772993157248, 97.17957171448279, 135, 88, 63, 'Female', 57.43530279350002, 1.9962849514226497, 0.1344891775023082, 47, 14.412318433253951, 103.66666666666667, 'High Risk'),
(37091, 61, 19, '43:45.8', 37.39829666731451, 95.08660569, 119, 80, 78, 'Female', 51.00260452798571, 1.764841416562526, 0.074472895, 39, 16.37498762581283, 93, 'High Risk'),
(37092, 63, 12, '42:45.8', 37.089816921425154, 97.80818913429529, 114, 82, 40, 'Female', 98.02268988, 1.8691994106161336, 0.11174850609300682, 32, 28.05532765695977, 92.66666666666667, 'Low Risk'),
(37093, 66, 12, '41:45.8', 36.85682741324967, 97.37959002906275, 135, 88, 81, 'Female', 94.05939134, 1.9969367116948504, 0.096251083, 47, 23.587046425612233, 103.66666666666667, 'Low Risk'),
(37094, 94, 16, '40:45.8', 37.05614646672819, 98.67029337363822, 113, 71, 48, 'Male', 78.42415737656563, 1.7367417065423962, 0.08464305, 42, 26.000361950220523, 85, 'High Risk'),
(37095, 87, 17, '39:45.8', 36.38041901293619, 96.34554917, 123, 75, 37, 'Female', 88.66902881, 1.6697844399941209, 0.087454226, 48, 31.801758277456667, 91, 'High Risk'),
(37096, 78, 17, '38:45.8', 37.21554728, 99.99844341690823, 130, 72, 45, 'Female', 64.26542974715505, 1.889660624491694, 0.1394276370879819, 58, 17.99740081451771, 91.33333333333333, 'High Risk'),
(37097, 69, 17, '37:45.8', 36.95033843, 99.42880000141739, 130, 73, 86, 'Male', 52.61981542813054, 1.6848757301442752, 0.1318541333600293, 57, 18.53589545691986, 92, 'Low Risk'),
(37098, 96, 14, '36:45.8', 36.99399094196872, 99.27830726, 115, 85, 33, 'Male', 94.62229587968173, 1.9644104922736907, 0.091889801, 30, 24.52048133952968, 95, 'High Risk'),
(37099, 73, 19, '35:45.8', 36.67467229236439, 98.27480687760585, 111, 73, 22, 'Female', 68.46990572215853, 1.619000006413445, 0.083820911, 38, 26.121976169983594, 85.66666666666667, 'Low Risk'),
(37100, 84, 14, '34:45.8', 36.70820107348162, 99.52870499, 114, 89, 72, 'Male', 88.88183685256956, 1.775834807022476, 0.053918301, 25, 28.184341546406777, 97.33333333333333, 'Low Risk'),
(37101, 99, 12, '33:45.8', 37.26516503126906, 97.33064579971457, 137, 73, 25, 'Female', 83.16466105021331, 1.9906526469269985, 0.082229011, 64, 20.986878605089537, 94.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(37103, 85, 12, '31:45.8', 37.01893327457438, 95.87803702, 111, 85, 29, 'Male', 71.10704622, 1.8267209769543777, 0.11104164179929514, 26, 21.309252058638418, 93.66666666666667, 'Low Risk'),
(37104, 73, 13, '30:45.8', 37.10502166099141, 95.69788728958689, 121, 75, 65, 'Male', 75.22426544410872, 1.5803231274637861, 0.05951112, 46, 30.12077652, 90.33333333333333, 'High Risk'),
(37105, 90, 12, '29:45.8', 36.65267575967722, 95.96788697, 132, 77, 25, 'Male', 62.507906677166226, 1.5801124125636972, 0.12530630113200086, 55, 25.03565658636612, 95.33333333333333, 'Low Risk'),
(37106, 66, 12, '28:45.8', 36.110159498670534, 96.21684280683957, 116, 86, 18, 'Female', 79.43089101216648, 1.5850642404790165, 0.12077653412636365, 30, 31.615182832972508, 96, 'High Risk'),
(37107, 68, 12, '27:45.8', 36.194639062389875, 99.67304088, 138, 88, 52, 'Male', 98.58660736659306, 1.6124270421211864, 0.051797122, 50, 37.91907856032365, 104.66666666666666, 'High Risk'),
(37108, 86, 14, '26:45.8', 36.524181797581285, 98.56451589372789, 136, 73, 32, 'Female', 56.822134671480704, 1.8409882521397696, 0.099736005, 63, 16.765461426661997, 94, 'High Risk'),
(37109, 70, 17, '25:45.8', 36.14350136273176, 96.39443210067567, 129, 75, 49, 'Male', 80.12880398353583, 1.675316278889487, 0.090751784, 54, 28.54927233503538, 93, 'Low Risk'),
(37110, 94, 14, '24:45.8', 36.535314096271065, 95.59627627233378, 114, 89, 27, 'Male', 94.72167477344831, 1.9219213435061318, 0.079526813, 25, 25.64355008841308, 97.33333333333333, 'High Risk'),
(37111, 85, 19, '23:45.8', 37.03362236550577, 98.94311416753281, 121, 70, 24, 'Male', 59.42171248959503, 1.5384878930965522, 0.10194297209546929, 51, 25.104813402834164, 87, 'Low Risk'),
(37112, 64, 15, '22:45.8', 36.32345251551228, 99.19061191359779, 135, 80, 58, 'Male', 74.45493056765747, 1.6836784189100094, 0.13736133003101464, 55, 26.264864977521494, 98.33333333333333, 'Low Risk'),
(37113, 70, 15, '21:45.8', 36.145403090949245, 96.50301693473276, 118, 84, 54, 'Female', 63.04726859, 1.6999220928928607, 0.092896822, 34, 21.817663534594562, 95.33333333333333, 'Low Risk'),
(37114, 73, 14, '20:45.8', 37.222041342476864, 97.17042597971316, 126, 78, 82, 'Female', 92.51224556149413, 1.6411629986216714, 0.11542618468493991, 48, 34.34755194597618, 94, 'High Risk'),
(37115, 90, 14, '19:45.8', 37.46618587382756, 96.59224739598257, 138, 76, 38, 'Male', 73.96079448938256, 1.601783064860507, 0.087676839, 62, 28.826649814052764, 96.66666666666666, 'Low Risk'),
(37116, 91, 12, '18:45.8', 37.33403698, 95.33616782292341, 119, 86, 18, 'Female', 78.38521662875351, 1.526843678520914, 0.14614341762356664, 33, 33.623662071495325, 97, 'High Risk'),
(37117, 94, 19, '17:45.8', 36.022873583432954, 99.44380885392557, 116, 71, 19, 'Female', 59.48388088837669, 1.7336640923113564, 0.11173302846318023, 45, 19.79107510889748, 86, 'High Risk'),
(37118, 98, 16, '16:45.8', 36.90374523569243, 97.68687182382344, 136, 75, 84, 'Female', 85.95194038812518, 1.5112185320339313, 0.1387660793499716, 61, 37.63579931, 95.33333333333333, 'High Risk'),
(37119, 83, 18, '15:45.8', 36.959403462755446, 98.0158186, 129, 72, 20, 'Female', 57.00371779790379, 1.8684022478041453, 0.14948210946239116, 57, 16.32910641145074, 91, 'High Risk'),
(37120, 94, 18, '14:45.8', 36.31879029823948, 99.33947399, 135, 86, 28, 'Male', 88.08279471094265, 1.553757969252703, 0.067483923, 49, 36.48583982794823, 102.33333333333333, 'High Risk'),
(37121, 76, 14, '13:45.8', 36.10396818776346, 96.19625362488453, 120, 75, 42, 'Female', 76.27397446954598, 1.9449295725131734, 0.10509727303981045, 45, 20.163625261599897, 90, 'Low Risk'),
(37122, 82, 12, '12:45.8', 37.09239240412258, 97.60424995631385, 129, 70, 60, 'Female', 77.60726443287923, 1.7347213040674883, 0.13345082977619205, 59, 25.789501718044722, 89.66666666666666, 'Low Risk'),
(37123, 85, 15, '11:45.8', 36.40482459174766, 96.89753622749035, 118, 73, 18, 'Male', 57.88958973611892, 1.8813429964948618, 0.085317697, 45, 16.355525769813998, 88, 'High Risk'),
(37124, 71, 18, '10:45.8', 36.46772750358915, 95.93558896456717, 137, 71, 60, 'Male', 72.34592341776539, 1.6615116666120477, 0.1371044916068216, 66, 26.206394480989715, 93, 'Low Risk'),
(37125, 67, 18, '09:45.8', 36.85678139, 99.47134544341986, 135, 72, 63, 'Male', 54.386687477386594, 1.572907746241695, 0.055563265, 63, 21.982956757548834, 93, 'Low Risk'),
(37126, 64, 15, '08:45.8', 36.867709470705286, 96.99385462294931, 139, 70, 83, 'Male', 81.87221238396828, 1.8542378214117372, 0.10874776603770991, 69, 23.812536335726858, 93, 'Low Risk'),
(37127, 88, 16, '07:45.8', 36.491723047648016, 98.73962349396841, 135, 81, 86, 'Male', 72.41628135463291, 1.7184417206753069, 0.10400018746388615, 54, 24.522605044413158, 99, 'Low Risk'),
(37128, 85, 17, '06:45.8', 36.320556151321334, 96.57837774843954, 112, 80, 58, 'Female', 60.334891514117615, 1.824800160352452, 0.072172629, 32, 18.119153962998197, 90.66666666666667, 'High Risk'),
(37129, 96, 19, '05:45.8', 36.725062566990765, 98.94412332233578, 133, 75, 45, 'Male', 64.95780459438885, 1.973462691832748, 0.092090816, 58, 16.679133985827757, 94.33333333333333, 'High Risk'),
(37130, 70, 14, '04:45.8', 36.71173935960742, 97.81933841031702, 128, 84, 68, 'Male', 87.61585988998601, 1.893778046, 0.11082095185496021, 44, 24.430062179998945, 98.66666666666667, 'Low Risk'),
(37131, 79, 14, '03:45.8', 37.38413580022248, 98.37583186300095, 124, 71, 37, 'Male', 67.50936324, 1.608804522897969, 0.08159901, 53, 26.08299478903276, 88.66666666666666, 'Low Risk'),
(37132, 81, 13, '02:45.8', 36.647712277863235, 97.06236000058561, 119, 81, 47, 'Male', 63.295566987430675, 1.9864198019133368, 0.12858207571476152, 38, 16.04099201890542, 93.66666666666667, 'High Risk'),
(37133, 83, 13, '01:45.8', 37.18092229075285, 99.85524082108218, 130, 82, 44, 'Male', 54.78649544541314, 1.6750767227013201, 0.077894611, 48, 19.525587647476232, 98, 'Low Risk'),
(37134, 91, 14, '00:45.8', 36.881803468362776, 96.10282896689884, 110, 79, 47, 'Female', 78.46416406751555, 1.8988790027163591, 0.1411834354706692, 31, 21.760895723267797, 89.33333333333333, 'High Risk'),
(37135, 89, 13, '59:45.8', 36.43317357, 96.4422435, 113, 77, 25, 'Male', 72.02140609911717, 1.549975598575343, 0.11107096545007739, 36, 29.978636336199052, 89, 'Low Risk'),
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(37312, 99, 12, '02:45.8', 36.95623228977301, 96.32199886938508, 129, 84, 80, 'Female', 54.52485953762382, 1.8336811235002906, 0.067045471, 45, 16.21611915905221, 99, 'High Risk'),
(37313, 84, 13, '01:45.8', 36.38187403923962, 99.25970144591918, 137, 73, 38, 'Male', 94.98311002, 1.9509601984932134, 0.097951345, 64, 24.954539880350538, 94.33333333333333, 'Low Risk'),
(37314, 63, 12, '00:45.8', 36.18999044, 99.92260841172303, 120, 79, 36, 'Male', 65.77985255569757, 1.6001484688469936, 0.14902541755464394, 41, 25.69048688715169, 92.66666666666667, 'Low Risk'),
(37315, 62, 14, '59:45.8', 36.58351875484358, 96.21696504135885, 129, 76, 57, 'Female', 62.344923657587536, 1.808081632194328, 0.1188645713025066, 53, 19.070629498097116, 93.66666666666666, 'Low Risk'),
(37316, 90, 16, '58:45.8', 36.33066752232004, 96.53871030769552, 135, 83, 70, 'Female', 62.80405544332767, 1.9712706327454945, 0.084409229, 52, 16.16200305, 100.33333333333333, 'High Risk'),
(37317, 86, 19, '57:45.8', 36.26850424645415, 96.16961038069209, 116, 89, 26, 'Female', 68.75814511445398, 1.7915767917607808, 0.10686920358040135, 27, 21.421668601658165, 98, 'Low Risk'),
(37318, 92, 12, '56:45.8', 37.15552773019236, 97.06345821005357, 126, 80, 89, 'Female', 86.86589485947307, 1.5086446647827387, 0.14348565718020873, 46, 38.165888347199164, 95.33333333333333, 'High Risk'),
(37319, 61, 15, '55:45.8', 36.77818564947898, 98.65410571, 128, 82, 43, 'Male', 58.74523184538732, 1.8712751535828178, 0.096282905, 46, 16.77634388590614, 97.33333333333333, 'High Risk'),
(37320, 68, 18, '54:45.8', 36.73152219633499, 97.30009069753676, 128, 81, 77, 'Male', 74.40775683445383, 1.908243256834627, 0.10183379767471815, 47, 20.433875327723452, 96.66666666666667, 'Low Risk'),
(37321, 77, 15, '53:45.8', 36.12982467657184, 96.48485543011091, 112, 84, 31, 'Female', 80.00671130492384, 1.730214458288915, 0.14971499471444055, 28, 26.725543464933548, 93.33333333333333, 'Low Risk'),
(37322, 74, 18, '52:45.8', 36.685346837765756, 97.53202116971215, 113, 81, 36, 'Female', 85.89057495391043, 1.8085416544027157, 0.12412960030928286, 32, 26.259622476465886, 91.66666666666667, 'Low Risk'),
(37323, 78, 16, '51:45.8', 36.80782204265377, 98.4277901, 110, 85, 24, 'Male', 55.968415937108276, 1.7561758739955504, 0.080628351, 25, 18.147090376778632, 93.33333333333333, 'High Risk'),
(37324, 88, 17, '50:45.8', 36.30606661881006, 97.95172989727303, 139, 73, 36, 'Male', 62.54798549216856, 1.8630698457562511, 0.14722561785743532, 66, 18.020011064203292, 95, 'High Risk'),
(37325, 77, 15, '49:45.8', 36.25538729366817, 98.37360185528047, 126, 82, 35, 'Male', 63.771324086744116, 1.7580005989389018, 0.14234947785350416, 44, 20.63418865742136, 96.66666666666667, 'Low Risk'),
(37326, 93, 17, '48:45.8', 36.78115523719585, 97.44903158655129, 124, 84, 85, 'Male', 52.26781663889592, 1.6373626366355174, 0.10406531037749983, 40, 19.495959189726552, 97.33333333333333, 'High Risk'),
(37327, 83, 14, '47:45.8', 36.032570244184924, 96.13539042252476, 111, 77, 87, 'Male', 56.59933214, 1.5975938515739234, 0.091753672, 34, 22.175761683699744, 88.33333333333333, 'Low Risk'),
(37328, 80, 19, '46:45.8', 36.807262430720364, 96.13369461452199, 126, 86, 51, 'Female', 82.65120412515144, 1.52938215, 0.083588568, 40, 35.335980855674585, 99.33333333333333, 'High Risk'),
(37329, 70, 15, '45:45.8', 36.45528929837837, 96.36287210489107, 115, 87, 23, 'Male', 50.200705113598964, 1.866325929375337, 0.12722988150736797, 28, 14.412351234062184, 96.33333333333333, 'High Risk'),
(37330, 75, 18, '44:45.8', 37.102725662235315, 95.40169736882821, 125, 75, 71, 'Female', 81.46628320643981, 1.9059513968559665, 0.098688602, 50, 22.426126078392365, 91.66666666666666, 'Low Risk'),
(37331, 85, 14, '43:45.8', 37.211420829493385, 97.46993559742515, 132, 87, 57, 'Female', 85.73042992485286, 1.732639722877414, 0.068374317, 45, 28.557387055642888, 102, 'Low Risk'),
(37332, 67, 17, '42:45.8', 36.060202445792974, 97.99702035627533, 119, 70, 84, 'Female', 87.93142683, 1.8216983529100386, 0.073868053, 49, 26.496663418207014, 86.33333333333333, 'Low Risk'),
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(37334, 83, 17, '40:45.8', 36.47958104488412, 96.72277853935186, 134, 86, 86, 'Male', 60.93926981, 1.797299046424298, 0.054456206438531884, 48, 18.86498908841822, 102, 'Low Risk'),
(37335, 86, 13, '39:45.8', 36.12118848334844, 99.96074993183211, 117, 79, 88, 'Male', 56.65686467167444, 1.8652559321978908, 0.11367244276326745, 38, 16.284546840793965, 91.66666666666667, 'High Risk'),
(37336, 94, 13, '38:45.8', 36.37970819923297, 96.52447923666486, 122, 86, 61, 'Female', 76.06478933457963, 1.850304373635376, 0.08802206, 36, 22.217608822530348, 98, 'High Risk'),
(37337, 64, 13, '37:45.8', 37.36077307228795, 99.18044846, 133, 80, 88, 'Female', 72.02029578, 1.6411376684451087, 0.054485719516244605, 53, 26.740213658594357, 97.66666666666666, 'Low Risk'),
(37338, 85, 15, '36:45.8', 37.202235588027285, 98.63251574485778, 115, 82, 46, 'Female', 94.24580760173471, 1.9678854295342125, 0.066978722, 33, 24.336740985826854, 93, 'Low Risk'),
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(37341, 90, 12, '33:45.8', 36.02898794369579, 97.34945543945378, 114, 78, 63, 'Female', 68.18318409122571, 1.9124256018815688, 0.1251998334550073, 36, 18.642672937275115, 90, 'Low Risk'),
(37342, 90, 12, '32:45.8', 36.70995901642737, 95.03885976, 129, 74, 83, 'Male', 58.07547076253994, 1.5630416795933366, 0.14419913759292707, 55, 23.771228189226754, 92.33333333333333, 'Low Risk'),
(37343, 73, 13, '31:45.8', 36.52122947060181, 97.37546043716723, 132, 85, 24, 'Male', 60.5366502, 1.584682151122189, 0.097597201, 47, 24.106494046549408, 100.66666666666667, 'Low Risk'),
(37344, 74, 17, '30:45.8', 36.85042547290082, 98.46999261726458, 134, 82, 49, 'Male', 67.21000103023209, 1.5558423484066313, 0.060245496, 52, 27.765322697257673, 99.33333333333333, 'Low Risk'),
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(37348, 60, 15, '26:45.8', 36.87899598, 99.63613097360349, 110, 82, 34, 'Male', 74.93916612, 1.807869674980475, 0.078340738, 28, 22.928445749113074, 91.33333333333333, 'Low Risk'),
(37349, 71, 14, '25:45.8', 36.95016025972553, 96.07370600004784, 135, 80, 61, 'Male', 79.91589424360055, 1.7337441873347292, 0.055540996, 55, 26.58661995, 98.33333333333333, 'Low Risk'),
(37350, 89, 12, '24:45.8', 36.712665721742006, 99.11395168482319, 139, 75, 22, 'Female', 60.59139453636256, 1.680112843943967, 0.052801099493344876, 64, 21.465155763856078, 96.33333333333333, 'Low Risk'),
(37351, 71, 12, '23:45.8', 37.338820404840135, 96.20699327624568, 136, 89, 26, 'Male', 92.37481746797249, 1.685785221, 0.086279318, 47, 32.50492055114299, 104.66666666666667, 'High Risk'),
(37352, 84, 17, '22:45.8', 37.36356315350162, 96.25672975107274, 134, 71, 65, 'Male', 83.76486384281307, 1.7220707011523706, 0.09873333, 63, 28.246193585924473, 92, 'Low Risk'),
(37353, 79, 19, '21:45.8', 37.17842659837027, 97.10818175653932, 138, 82, 53, 'Female', 78.90125281475525, 1.6325385165748998, 0.13771719924551307, 56, 29.60445199425112, 100.66666666666666, 'Low Risk'),
(37354, 82, 15, '20:45.8', 36.89022258798415, 95.96262366798717, 117, 79, 37, 'Male', 84.58574881721438, 1.823250867397662, 0.077115335, 38, 25.445110468050487, 91.66666666666667, 'Low Risk'),
(37355, 92, 15, '19:45.8', 36.2808691, 97.70634757371833, 111, 89, 24, 'Male', 65.67392613, 1.5360115074626663, 0.10649514370810595, 22, 27.835821406084538, 96.33333333333333, 'High Risk'),
(37356, 72, 15, '18:45.8', 37.201149329687624, 95.72461984173127, 134, 80, 47, 'Male', 65.88214977, 1.587383271, 0.061024595818258504, 54, 26.145934198972885, 98, 'Low Risk'),
(37357, 87, 13, '17:45.8', 36.13263275229151, 97.02494859807193, 115, 84, 33, 'Female', 50.84624665761187, 1.8479401121558239, 0.13638784796199582, 31, 14.889602878971699, 94.33333333333333, 'High Risk'),
(37358, 67, 12, '16:45.8', 37.03019829939798, 99.30874324597507, 139, 82, 69, 'Female', 77.91897274713274, 1.6111916034573164, 0.06616254, 57, 30.01572504796667, 101, 'High Risk'),
(37359, 73, 14, '15:45.8', 37.10400609349245, 95.81721583786567, 136, 87, 62, 'Female', 76.18956785656835, 1.9700908848034242, 0.071068112, 49, 19.63012147189616, 103.33333333333333, 'Low Risk'),
(37360, 71, 19, '14:45.8', 36.86342674156529, 99.39256601, 130, 89, 84, 'Female', 54.06416964246004, 1.7873950198699893, 0.093972645, 41, 16.92265302979634, 102.66666666666667, 'High Risk'),
(37361, 62, 13, '13:45.8', 36.55774807895118, 99.89424385648434, 138, 89, 61, 'Male', 64.77967315494884, 1.6590737304705303, 0.12743406642536526, 49, 23.53463021006091, 105.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(37363, 88, 14, '11:45.8', 36.99825641749532, 97.14162415, 124, 73, 51, 'Male', 99.45204504666717, 1.7250770733626015, 0.10769357863584444, 51, 33.41925093574984, 90, 'High Risk'),
(37364, 69, 18, '10:45.8', 36.36099049207395, 99.01443095, 121, 77, 43, 'Male', 87.38362453644626, 1.5129005617933153, 0.1290069188104213, 44, 38.17765827548554, 91.66666666666667, 'High Risk'),
(37365, 88, 12, '09:45.8', 36.97327741878637, 98.97501822077898, 131, 72, 44, 'Male', 85.76474546264211, 1.7188736769508317, 0.10782506937179234, 59, 29.028251787344907, 91.66666666666666, 'Low Risk'),
(37366, 79, 13, '08:45.8', 37.17514238334431, 95.38320388816277, 120, 78, 35, 'Female', 81.10466540730842, 1.5351914232845556, 0.1387957925580383, 42, 34.41285987489775, 92, 'High Risk'),
(37367, 83, 14, '07:45.8', 37.04504704643036, 99.98561161869611, 110, 72, 23, 'Female', 73.39103920557133, 1.896363721606781, 0.11076894563031257, 38, 20.40796780049166, 84.66666666666667, 'Low Risk'),
(37368, 87, 12, '06:45.8', 37.17722099625898, 97.30594295874563, 115, 72, 43, 'Female', 65.01555849748098, 1.7167106412254707, 0.14231424102710508, 43, 22.060893560007372, 86.33333333333333, 'Low Risk'),
(37369, 97, 13, '05:45.8', 37.08610706144525, 99.37887372, 135, 89, 21, 'Female', 76.11714887939364, 1.6458091182077084, 0.099649186, 46, 28.10111708, 104.33333333333333, 'High Risk'),
(37370, 66, 15, '04:45.8', 37.090218997491036, 98.53574900660333, 124, 88, 38, 'Female', 62.34099988665302, 1.7589440377235093, 0.13988070352398835, 36, 20.14975264445808, 100, 'Low Risk'),
(37371, 80, 17, '03:45.8', 37.33067713766317, 96.59678497631114, 113, 74, 83, 'Male', 55.531188883902075, 1.5949738524563344, 0.052007644, 39, 21.828798704249568, 87, 'Low Risk'),
(37372, 75, 18, '02:45.8', 36.72021070045399, 96.86074319903031, 119, 78, 35, 'Male', 95.12702328819222, 1.733992668667662, 0.052694549, 41, 31.638027058146815, 91.66666666666667, 'High Risk'),
(37373, 86, 15, '01:45.8', 37.25578792475888, 97.69687372448469, 127, 72, 33, 'Male', 50.14726037391438, 1.73893075, 0.13656472974466916, 55, 16.58374599567165, 90.33333333333333, 'High Risk'),
(37374, 81, 13, '00:45.8', 36.60394772337735, 98.56505698075752, 122, 74, 34, 'Female', 68.5857397, 1.9664662267338917, 0.10064518817192389, 48, 17.736210844363526, 90, 'High Risk'),
(37375, 81, 16, '59:45.8', 36.24786870886899, 96.47377387600591, 119, 71, 21, 'Male', 73.70863042270325, 1.9021841731590148, 0.12870256593611004, 48, 20.37104058064996, 87, 'Low Risk'),
(37376, 76, 13, '58:45.8', 37.47693322603771, 96.63837285226579, 118, 86, 69, 'Male', 86.13740479160458, 1.7035601241316187, 0.10842415580681405, 32, 29.680885342137845, 96.66666666666667, 'Low Risk'),
(37377, 63, 19, '57:45.8', 36.52954159685754, 96.40616891579147, 126, 80, 71, 'Female', 64.95519190344459, 1.777299765429149, 0.067609164, 46, 20.563285393915123, 95.33333333333333, 'Low Risk'),
(37378, 88, 19, '56:45.8', 36.93430475399807, 97.28130107352791, 138, 76, 83, 'Female', 61.24435318200257, 1.8533745664111996, 0.12542943257444625, 62, 17.829520121491147, 96.66666666666666, 'High Risk'),
(37379, 66, 13, '55:45.8', 36.02995289418495, 95.35348059589862, 119, 70, 66, 'Male', 56.87113263929229, 1.963543995296551, 0.12403196434700275, 49, 14.750631194271023, 86.33333333333333, 'High Risk'),
(37380, 82, 12, '54:45.8', 36.69901212744401, 96.74644783228419, 115, 87, 24, 'Male', 98.86023015310649, 1.7722753567148097, 0.1299924902063647, 28, 31.474527546034498, 96.33333333333333, 'High Risk'),
(37381, 87, 14, '53:45.8', 36.57227768459339, 98.45684551975802, 133, 72, 51, 'Male', 85.76309723798146, 1.8033093986533344, 0.071227515, 61, 26.373026084020093, 92.33333333333333, 'Low Risk'),
(37382, 78, 18, '52:45.8', 36.626743583479914, 95.33564941528793, 118, 84, 28, 'Male', 77.31186169, 1.959707912778833, 0.13067136767897944, 34, 20.130911470282143, 95.33333333333333, 'Low Risk'),
(37383, 83, 16, '51:45.8', 36.252009546719655, 98.72304587750169, 119, 77, 42, 'Male', 50.23770625548372, 1.995148235698144, 0.12969899078062197, 42, 12.620584393770955, 91, 'High Risk'),
(37384, 86, 14, '50:45.8', 36.55927756668688, 98.49591660096002, 115, 77, 66, 'Female', 76.39854406323771, 1.7241636933335838, 0.0515755, 38, 25.699702200373984, 89.66666666666667, 'Low Risk'),
(37385, 72, 14, '49:45.8', 36.08027504806909, 97.33559717698145, 111, 76, 37, 'Male', 71.13047503140464, 1.8970106125787323, 0.086337944, 35, 19.76588153180277, 87.66666666666667, 'Low Risk'),
(37386, 67, 15, '48:45.8', 36.15423037411014, 95.47893557990996, 124, 87, 42, 'Male', 89.65740231700181, 1.6322833182934202, 0.14324062552170827, 37, 33.65077472882117, 99.33333333333333, 'High Risk'),
(37387, 69, 16, '47:45.8', 36.79226495945322, 97.33139687191478, 132, 70, 69, 'Male', 60.77672765113054, 1.5175688315090845, 0.088213557, 62, 26.390068441496123, 90.66666666666666, 'Low Risk'),
(37388, 63, 12, '46:45.8', 36.69860399, 98.76158577715886, 119, 70, 31, 'Female', 67.36707422390636, 1.9936447761942153, 0.14460121016393634, 49, 16.949314099524273, 86.33333333333333, 'High Risk'),
(37389, 90, 13, '45:45.8', 36.775186670619654, 99.64471953617222, 117, 85, 74, 'Male', 61.86726674966157, 1.9099279410265213, 0.071540598, 32, 16.960043631680453, 95.66666666666667, 'High Risk'),
(37390, 75, 16, '44:45.8', 36.876808275861514, 97.06203921688194, 135, 85, 29, 'Male', 51.93240486192449, 1.6566162861142781, 0.11207890907344095, 50, 18.923200067940236, 101.66666666666666, 'Low Risk'),
(37391, 67, 19, '43:45.8', 36.856559510696115, 98.18671132703106, 138, 72, 18, 'Male', 52.06163453454782, 1.635462822256157, 0.14683294041310896, 66, 19.46419500505072, 94, 'Low Risk'),
(37392, 85, 18, '42:45.8', 36.82644634150764, 96.54528735038186, 117, 71, 57, 'Male', 84.66268058580175, 1.7716416724212576, 0.12193884254819767, 46, 26.973682461690736, 86.33333333333333, 'Low Risk'),
(37393, 90, 12, '41:45.8', 36.52302002470787, 96.62218392284677, 124, 87, 80, 'Male', 66.88103813199747, 1.8057466809232268, 0.1317004023654875, 37, 20.511119037789044, 99.33333333333333, 'Low Risk'),
(37394, 84, 12, '40:45.8', 37.40632883890611, 95.66700422619208, 120, 82, 63, 'Male', 55.672302599496334, 1.6421275321008957, 0.14602796075465124, 38, 20.64550064821628, 94.66666666666667, 'Low Risk'),
(37395, 95, 13, '39:45.8', 36.318696074095925, 97.00478264100342, 128, 78, 89, 'Female', 76.15350599, 1.6000508861419696, 0.13853546670528308, 50, 29.745571201623402, 94.66666666666666, 'High Risk'),
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(37574, 91, 13, '40:45.8', 36.726731172259285, 95.21239686918837, 130, 74, 85, 'Male', 63.24702589473104, 1.9107102859905987, 0.12441284624196186, 56, 17.324089754145167, 92.66666666666666, 'High Risk'),
(37575, 64, 16, '39:45.8', 36.59831854210358, 96.03015171705137, 112, 77, 25, 'Female', 64.95220691207396, 1.8969336395459493, 0.14514571684728927, 35, 18.05051658553414, 88.66666666666667, 'High Risk'),
(37576, 84, 17, '38:45.8', 36.190207685040235, 98.91753109849788, 127, 75, 51, 'Female', 52.358893945770156, 1.7584405357340558, 0.094439797, 52, 16.933046092602705, 92.33333333333333, 'High Risk'),
(37577, 84, 19, '37:45.8', 37.219451168516684, 96.99932452, 127, 82, 25, 'Male', 97.03590525264934, 1.5244845914085707, 0.080097266, 45, 41.752874828011535, 97, 'High Risk'),
(37578, 72, 18, '36:45.8', 37.024215040967924, 97.03089828371454, 135, 78, 75, 'Female', 75.66671894217114, 1.6583802139513337, 0.056637021184844406, 57, 27.512920127381786, 97, 'Low Risk'),
(37579, 93, 17, '35:45.8', 36.28912663851023, 96.24393725390173, 115, 84, 84, 'Female', 59.701967636294725, 1.8065971915932186, 0.080760117, 31, 18.29220176880274, 94.33333333333333, 'High Risk'),
(37580, 61, 17, '34:45.8', 37.47096963071047, 98.47262715471787, 114, 71, 47, 'Female', 81.56010207626807, 1.8900277623083985, 0.1405987242192425, 43, 22.831865302732286, 85.33333333333333, 'Low Risk'),
(37581, 72, 17, '33:45.8', 36.16693089, 97.52190773986365, 112, 71, 70, 'Female', 95.97448380781859, 1.6828012670671852, 0.10959854107290157, 41, 33.891447997435094, 84.66666666666667, 'High Risk'),
(37582, 63, 17, '32:45.8', 37.27452453465713, 95.03668590821445, 111, 78, 70, 'Male', 97.31712530682503, 1.7295718445845136, 0.1302215737707874, 33, 32.53209695232136, 89, 'High Risk'),
(37583, 85, 19, '31:45.8', 36.85898878177292, 97.34145800216484, 112, 74, 44, 'Female', 87.89403207539624, 1.9059762504031088, 0.091639326, 38, 24.194932695228093, 86.66666666666667, 'Low Risk'),
(37584, 78, 13, '30:45.8', 36.01503401485998, 96.80311368285268, 137, 84, 23, 'Male', 57.22278813619231, 1.8057157313811423, 0.085395116, 53, 17.549722406579598, 101.66666666666666, 'High Risk'),
(37585, 79, 13, '29:45.8', 37.11117925328731, 99.33002236252891, 119, 76, 37, 'Female', 65.14708859, 1.762552740235289, 0.1415244128027594, 43, 20.97059581313352, 90.33333333333333, 'Low Risk'),
(37586, 87, 19, '28:45.8', 37.17541376726124, 97.18879630516764, 113, 76, 45, 'Male', 77.05556812779552, 1.6588213841088126, 0.054244877, 37, 28.003013918761898, 88.33333333333333, 'Low Risk'),
(37587, 77, 15, '27:45.8', 36.77559564613577, 95.59635508225395, 115, 71, 60, 'Male', 52.06441001634325, 1.5525608181876323, 0.069939185, 44, 21.599500499819317, 85.66666666666667, 'Low Risk'),
(37588, 91, 17, '26:45.8', 37.18316218917458, 96.20988704, 116, 77, 69, 'Female', 50.27118969002551, 1.9154677355775074, 0.084699009, 39, 13.701543094470617, 90, 'High Risk'),
(37589, 87, 17, '25:45.8', 36.06559491503398, 97.65071759148809, 132, 83, 58, 'Male', 62.953646607986975, 1.9285426710516518, 0.13241703899615465, 49, 16.926313747704278, 99.33333333333333, 'High Risk'),
(37590, 80, 12, '24:45.8', 36.11070836584549, 96.39668937370166, 116, 88, 46, 'Male', 66.73140534, 1.6255941368343247, 0.09958271, 28, 25.252595525762413, 97.33333333333333, 'Low Risk'),
(37591, 90, 14, '23:45.8', 37.041389971385925, 95.97561923243674, 130, 78, 41, 'Female', 59.54572621, 1.766793563581551, 0.11721010125231081, 52, 19.075633920422923, 95.33333333333333, 'Low Risk'),
(37592, 78, 17, '22:45.8', 36.33802220356444, 99.2207324, 114, 81, 32, 'Male', 84.43849399000675, 1.6530009899302756, 0.071194032, 33, 30.90254528327319, 92, 'High Risk'),
(37593, 69, 14, '21:45.8', 36.421821245885255, 96.07972371897439, 136, 78, 49, 'Male', 87.19444541316669, 1.8426894757686536, 0.1031225079627035, 58, 25.67937851581747, 97.33333333333333, 'Low Risk'),
(37594, 77, 18, '20:45.8', 36.18526815546704, 95.69622735678449, 134, 85, 35, 'Male', 90.56371639, 1.8741637635054107, 0.0803552, 49, 25.78333923281089, 101.33333333333333, 'Low Risk'),
(37595, 84, 13, '19:45.8', 36.66735503260883, 97.00526316899159, 118, 70, 84, 'Female', 99.40503782043334, 1.8554996009776872, 0.14627669657919223, 48, 28.872651197855777, 86, 'Low Risk'),
(37596, 92, 18, '18:45.8', 37.388728957707634, 95.97628877443762, 113, 72, 86, 'Female', 61.95342796123107, 1.5621903241027557, 0.11257400366362011, 41, 25.38618580277193, 85.66666666666667, 'High Risk'),
(37597, 75, 13, '17:45.8', 36.02287594975132, 95.29355180583241, 110, 80, 18, 'Male', 55.19961825924331, 1.8891800922573287, 0.08853997, 30, 15.466404113693079, 90, 'High Risk'),
(37598, 82, 14, '16:45.8', 37.29523188307625, 95.50556075200502, 137, 70, 85, 'Male', 53.98339488452973, 1.5639234029110995, 0.1276126832126056, 67, 22.071367174294032, 92.33333333333333, 'Low Risk'),
(37599, 72, 12, '15:45.8', 37.10151229, 99.90042806417816, 118, 87, 63, 'Male', 96.93969117286949, 1.7108807850180983, 0.14581795644231654, 31, 33.11784996608522, 97.33333333333333, 'High Risk'),
(37600, 98, 17, '14:45.8', 36.68957850766715, 95.28287660138434, 110, 77, 76, 'Male', 89.16190984167442, 1.9077526256458117, 0.056935126, 33, 24.498260173232126, 88, 'High Risk'),
(37601, 93, 19, '13:45.8', 36.885231263722154, 96.73235636316346, 120, 77, 76, 'Male', 76.63045505966284, 1.6001629927439913, 0.11425541553652058, 43, 29.927673705030546, 91.33333333333333, 'High Risk'),
(37602, 67, 19, '12:45.8', 36.35324175772225, 95.35550488427562, 135, 81, 66, 'Male', 93.16385937416737, 1.622894708, 0.082730311, 54, 35.37258370254979, 99, 'High Risk'),
(37603, 63, 12, '11:45.8', 36.12747129663348, 98.4802172, 117, 86, 43, 'Male', 54.15079848660534, 1.9598787465122438, 0.12442634597626519, 31, 14.097641368445828, 96.33333333333333, 'High Risk'),
(37604, 79, 15, '10:45.8', 36.10871113512154, 99.00564679195026, 130, 87, 78, 'Female', 67.97247054904037, 1.8674892643450374, 0.13666962306496144, 43, 19.49022386646349, 101.33333333333333, 'Low Risk'),
(37605, 72, 12, '09:45.8', 36.301142579447244, 95.41364557530135, 134, 70, 43, 'Female', 87.44709563590482, 1.5548730598013094, 0.091895732, 64, 36.17058327405816, 91.33333333333333, 'High Risk'),
(37606, 97, 18, '08:45.8', 37.22141463730538, 96.20905053533089, 132, 86, 48, 'Female', 52.423541374441044, 1.6856816449900145, 0.056568587, 46, 18.449102330602898, 101.33333333333333, 'High Risk'),
(37607, 85, 16, '07:45.8', 36.20869019580077, 98.94331309770818, 111, 80, 55, 'Male', 60.313130808976034, 1.8249154104422178, 0.1375475963342184, 31, 18.110331327706145, 90.33333333333333, 'High Risk'),
(37608, 72, 15, '06:45.8', 36.152856777755716, 96.31159271153854, 122, 89, 21, 'Male', 83.21805411746604, 1.9644192987490692, 0.11159111844968944, 33, 21.56498559522178, 100, 'Low Risk'),
(37609, 81, 18, '05:45.8', 37.25903864376464, 95.89177871, 127, 84, 60, 'Male', 93.21280602522884, 1.8935221627999141, 0.078624908, 43, 25.99769213456658, 98.33333333333333, 'Low Risk'),
(37610, 63, 13, '04:45.8', 36.71571205122279, 97.00716032631139, 122, 87, 37, 'Male', 62.40815710101242, 1.920195368058943, 0.061077471, 35, 16.92585136051058, 98.66666666666667, 'High Risk'),
(37611, 89, 17, '03:45.8', 36.87048979, 95.1641488, 116, 80, 89, 'Male', 91.65527429, 1.8752348611404135, 0.071156157, 36, 26.064303576626592, 92, 'Low Risk'),
(37612, 75, 19, '02:45.8', 36.29868042006639, 97.57047686422725, 135, 75, 59, 'Female', 99.21659402193032, 1.8397773806329238, 0.058300804, 60, 29.31256101439325, 95, 'Low Risk'),
(37613, 69, 12, '01:45.8', 36.19273501529166, 96.03823844446035, 111, 75, 76, 'Male', 58.32316233, 1.5744934833592585, 0.066064107, 36, 23.52660867290802, 87, 'Low Risk'),
(37614, 84, 19, '00:45.8', 36.75630636097176, 99.43747991, 114, 80, 86, 'Female', 57.27966932039266, 1.584113976776894, 0.063444153, 34, 22.825886344777405, 91.33333333333333, 'Low Risk'),
(37615, 62, 13, '59:45.8', 37.45653256277299, 95.83862726970757, 117, 89, 50, 'Male', 57.317240549991176, 1.7134703769839004, 0.077719009, 28, 19.52234900918517, 98.33333333333333, 'Low Risk'),
(37616, 79, 12, '58:45.8', 36.6456612, 97.70306450836857, 130, 71, 59, 'Male', 62.270525621010144, 1.7836020411465885, 0.10729467627144368, 59, 19.57431668, 90.66666666666666, 'Low Risk'),
(37617, 83, 16, '57:45.8', 36.265107906517436, 97.75082747507152, 113, 75, 38, 'Female', 71.24845034277212, 1.721226820822974, 0.10092186740794823, 38, 24.04912132052087, 87.66666666666667, 'Low Risk'),
(37618, 81, 17, '56:45.8', 36.006208526829106, 96.73790494, 114, 75, 81, 'Female', 52.31124330215924, 1.9255442945871637, 0.1445125974708325, 39, 14.108733018141873, 88, 'High Risk'),
(37619, 86, 18, '55:45.8', 37.19600264, 96.93779622082643, 128, 72, 53, 'Male', 53.93977389301921, 1.6096418214520216, 0.070626445, 56, 20.818557151038668, 90.66666666666666, 'Low Risk'),
(37620, 82, 14, '54:45.8', 36.772996718287224, 99.99607857321675, 115, 82, 26, 'Male', 69.76132117081097, 1.904852324208937, 0.079505974, 33, 19.226138766702547, 93, 'Low Risk'),
(37621, 95, 19, '53:45.8', 37.138347962812624, 97.28501495513864, 128, 77, 45, 'Female', 81.89000063116649, 1.6212043854236016, 0.11983226195262071, 51, 31.15697851003088, 94, 'High Risk'),
(37622, 71, 15, '52:45.8', 37.38748637, 99.04151133037652, 137, 83, 70, 'Male', 77.25401053331383, 1.5434683690181055, 0.14393771600355446, 54, 32.42840341138916, 101, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(37624, 80, 12, '50:45.8', 36.24262881588847, 96.40247316331339, 138, 81, 77, 'Male', 60.79487269139867, 1.6806435710499619, 0.07179955, 57, 21.523639840294834, 100, 'Low Risk'),
(37625, 71, 14, '49:45.8', 37.36425388600157, 99.54232726886602, 128, 85, 53, 'Male', 68.29732120780137, 1.791590083149255, 0.092987224, 43, 21.277782741188897, 99.33333333333333, 'Low Risk'),
(37626, 97, 19, '48:45.8', 36.95577237949888, 99.27661832941317, 111, 88, 56, 'Female', 52.90834270898976, 1.8110725930538867, 0.071819038, 23, 16.130671283825333, 95.66666666666667, 'High Risk'),
(37627, 71, 16, '47:45.8', 36.62712624733043, 95.78470153513844, 124, 82, 46, 'Male', 55.47985486, 1.9186920539351886, 0.08508039, 42, 15.070399401821222, 96, 'High Risk'),
(37628, 87, 14, '46:45.8', 37.091871, 96.06664101, 134, 74, 32, 'Female', 65.47502973517366, 1.7470218414641003, 0.1129821953404075, 60, 21.452555543903983, 94, 'Low Risk'),
(37629, 60, 13, '45:45.8', 37.204307991639105, 95.52904897, 137, 89, 32, 'Male', 62.147359145891464, 1.8415031087717968, 0.13935452798148862, 48, 18.326425511599645, 105, 'High Risk'),
(37630, 95, 12, '44:45.8', 36.74547334557562, 98.76307906925358, 132, 86, 70, 'Male', 55.42210103033478, 1.8723054453764965, 0.14715022388012555, 46, 15.80991681626105, 101.33333333333333, 'High Risk'),
(37631, 60, 13, '43:45.8', 36.85192794556175, 97.46466015978194, 115, 79, 67, 'Male', 71.29861001, 1.5619598652304028, 0.089320778, 36, 29.22411191488983, 91, 'Low Risk'),
(37632, 95, 17, '42:45.8', 37.258267888506815, 96.67836666971168, 139, 79, 59, 'Male', 61.675284811821456, 1.9823945130534577, 0.135830251, 60, 15.693903929913098, 99, 'High Risk'),
(37633, 86, 14, '41:45.8', 36.57256758500946, 97.19193411273974, 110, 74, 58, 'Male', 96.3555236, 1.7486401684290238, 0.060680202, 36, 31.511981645202688, 86, 'High Risk'),
(37634, 92, 13, '40:45.8', 36.81638574, 96.76576470146017, 112, 84, 34, 'Female', 76.31010550663646, 1.7813688425067862, 0.14230660960042898, 28, 24.047744565341066, 93.33333333333333, 'High Risk'),
(37635, 73, 13, '39:45.8', 36.61600659657034, 95.52281874764608, 132, 83, 25, 'Female', 72.91639738126608, 1.6873682971707586, 0.096071956, 49, 25.609755530640204, 99.33333333333333, 'Low Risk'),
(37636, 68, 18, '38:45.8', 36.523460445259595, 99.57242771005842, 132, 70, 70, 'Male', 58.831152754754825, 1.5234168952192437, 0.14417581741037705, 62, 25.349524808465713, 90.66666666666666, 'Low Risk'),
(37637, 76, 19, '37:45.8', 37.19748138971358, 99.04713660339885, 131, 79, 88, 'Male', 53.79404745353587, 1.8826914019741743, 0.066297117, 52, 15.176650859910797, 96.33333333333333, 'High Risk'),
(37638, 67, 12, '36:45.8', 36.029621012319346, 98.15401289861428, 137, 80, 87, 'Male', 70.74858783474856, 1.7917971198262526, 0.063933248, 57, 22.036372615584327, 99, 'Low Risk'),
(37639, 68, 12, '35:45.8', 36.62447445012536, 95.86223206826503, 136, 71, 55, 'Female', 97.19413972481091, 1.6545252504276229, 0.080181146, 65, 35.50530773233368, 92.66666666666666, 'High Risk'),
(37640, 60, 18, '34:45.8', 36.009725582083064, 99.95039482804712, 120, 71, 89, 'Male', 86.76873896845532, 1.695534078172367, 0.12777040165303225, 49, 30.182154632718444, 87.33333333333333, 'High Risk'),
(37641, 74, 18, '33:45.8', 36.76605949977544, 96.43864180580279, 131, 80, 47, 'Female', 98.35136538873384, 1.5168135484965675, 0.067066578, 51, 42.748019129559104, 97, 'High Risk'),
(37642, 68, 19, '32:45.8', 37.39075751876532, 98.89936619293775, 113, 86, 29, 'Male', 91.47806980106004, 1.8589156335365264, 0.057184239, 27, 26.472663095833504, 95, 'Low Risk'),
(37643, 87, 17, '31:45.8', 36.45734790271715, 99.58674234, 121, 84, 51, 'Male', 85.13589006614988, 1.7241560507529428, 0.14528848305041306, 37, 28.639111453231365, 96.33333333333333, 'Low Risk'),
(37644, 99, 17, '30:45.8', 36.41619451891161, 96.64937286, 139, 86, 77, 'Female', 76.90184786, 1.9382748254720543, 0.10906541094324043, 53, 20.469444892524642, 103.66666666666666, 'High Risk'),
(37645, 80, 16, '29:45.8', 37.11129893761601, 98.07763615, 119, 73, 48, 'Female', 96.60508161, 1.809838150689601, 0.13917111998103357, 46, 29.493104815157427, 88.33333333333333, 'Low Risk'),
(37646, 94, 16, '28:45.8', 36.66039968095407, 96.69141798, 126, 86, 82, 'Male', 61.53514602723321, 1.6128591744140046, 0.140974769, 40, 23.655402261449538, 99.33333333333333, 'High Risk'),
(37647, 84, 12, '27:45.8', 37.42540078091775, 97.50278790400063, 118, 89, 53, 'Female', 93.33672225108108, 1.913032055249667, 0.056910924937132304, 29, 25.50398539548485, 98.66666666666667, 'Low Risk'),
(37648, 62, 13, '26:45.8', 37.04472246526487, 97.87844055, 126, 80, 21, 'Female', 98.25310517135722, 1.8008730456138866, 0.097511136, 46, 30.295637029894117, 95.33333333333333, 'High Risk'),
(37649, 61, 18, '25:45.8', 36.52339473456248, 98.02466947105643, 113, 86, 84, 'Female', 71.12983979, 1.9776781744397025, 0.086758475, 27, 18.18614247, 95, 'High Risk'),
(37650, 83, 13, '24:45.8', 36.307525600449075, 98.86833390791799, 122, 86, 70, 'Male', 77.08038266217694, 1.553664289, 0.1458609742913336, 36, 31.932248115224755, 98, 'High Risk'),
(37651, 91, 14, '23:45.8', 36.45409783053405, 98.33888226828154, 118, 70, 31, 'Female', 61.340936918254954, 1.6573121794284331, 0.078862875, 48, 22.33272721199631, 86, 'High Risk'),
(37652, 88, 18, '22:45.8', 37.07802418754177, 95.52777921033385, 121, 84, 25, 'Male', 82.22390736675399, 1.7854181577557664, 0.14000491133663767, 37, 25.79397155495158, 96.33333333333333, 'Low Risk'),
(37653, 83, 16, '21:45.8', 37.49241230308311, 97.80364934794613, 138, 85, 35, 'Male', 72.23388941331024, 1.5065448439006346, 0.12672658193005465, 53, 31.825620008211615, 102.66666666666666, 'High Risk'),
(37654, 93, 13, '20:45.8', 36.65128846881011, 98.14706389421129, 111, 70, 34, 'Male', 62.16018673154132, 1.6678056020663001, 0.089462594, 41, 22.347114483923125, 83.66666666666667, 'High Risk'),
(37655, 86, 19, '19:45.8', 37.357784684168976, 98.09642134542784, 124, 88, 82, 'Male', 85.65643211934508, 1.6598260440051256, 0.083431329, 36, 31.091010048951585, 100, 'High Risk'),
(37656, 72, 13, '18:45.8', 37.192146029135706, 96.38032893391653, 139, 74, 72, 'Female', 98.63481002734574, 1.9516082377337653, 0.075436857, 65, 25.896729905132375, 95.66666666666666, 'Low Risk'),
(37657, 75, 13, '17:45.8', 36.885226196332425, 99.72253848339626, 138, 81, 85, 'Female', 74.58332274, 1.6948247814107251, 0.054209251, 57, 25.965226566590957, 100, 'Low Risk'),
(37658, 80, 16, '16:45.8', 37.382285136451365, 99.78154113654655, 112, 81, 49, 'Male', 81.02006139, 1.6131105285511058, 0.062475215, 31, 31.13610737988478, 91.33333333333333, 'High Risk'),
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(37835, 88, 17, '19:45.8', 36.654763855992634, 98.51972520352537, 132, 87, 67, 'Female', 78.53862077, 1.7242378281171753, 0.12241544367892629, 45, 26.417330681347934, 102, 'Low Risk'),
(37836, 76, 19, '18:45.8', 37.40705223415364, 97.10869705980791, 132, 82, 39, 'Female', 74.46788486821147, 1.647641694241456, 0.14819384021928822, 50, 27.43111569104652, 98.66666666666666, 'Low Risk'),
(37837, 96, 19, '17:45.8', 37.449922628950006, 97.59549276, 124, 88, 66, 'Female', 82.62846382493198, 1.5498857993891795, 0.062239583, 36, 34.397769381799826, 100, 'High Risk'),
(37838, 89, 19, '16:45.8', 37.27345426590905, 98.30131987894053, 114, 84, 58, 'Female', 71.38867654390397, 1.9391383799164632, 0.10984762357657056, 30, 18.98504918171359, 94, 'Low Risk'),
(37839, 78, 12, '15:45.8', 36.477070621742946, 99.59688004030899, 110, 81, 50, 'Female', 73.77700032884437, 1.9376093586566505, 0.054136271, 29, 19.651176056207103, 90.66666666666667, 'Low Risk'),
(37840, 61, 16, '14:45.8', 36.137212611815244, 97.68309310206357, 130, 84, 23, 'Female', 85.01830660221881, 1.7095150749037527, 0.1365714454951193, 46, 29.091531217025675, 99.33333333333333, 'Low Risk'),
(37841, 78, 16, '13:45.8', 36.06659572293294, 95.93885649128956, 116, 78, 57, 'Male', 55.54513072243243, 1.8926224510267962, 0.10411442520369074, 38, 15.506651197123988, 90.66666666666667, 'High Risk'),
(37842, 76, 18, '12:45.8', 36.05104111885562, 97.49020662025417, 139, 82, 26, 'Female', 90.46895527, 1.7883122269809744, 0.10863065324658859, 57, 28.288693051855493, 101, 'Low Risk'),
(37843, 79, 17, '11:45.8', 36.27591857211942, 98.81205137383296, 126, 80, 60, 'Male', 64.81500764167514, 1.9049626806133573, 0.10905807059453196, 46, 17.86087094963864, 95.33333333333333, 'High Risk'),
(37844, 66, 18, '10:45.8', 37.23745711565692, 98.39734258857345, 131, 74, 68, 'Female', 55.56858624039898, 1.8758486787980129, 0.069597777, 57, 15.791876693395995, 93, 'High Risk'),
(37845, 91, 14, '09:45.8', 36.97451297970066, 98.74123398549013, 134, 81, 43, 'Male', 71.09781609578293, 1.6639661653870168, 0.11301428378219268, 53, 25.67835971107996, 98.66666666666666, 'High Risk'),
(37846, 70, 12, '08:45.8', 37.49608381357354, 96.80977289960363, 138, 84, 59, 'Female', 69.43108863, 1.725334915235013, 0.12226283446768757, 54, 23.32422125323461, 102, 'Low Risk'),
(37847, 90, 14, '07:45.8', 36.97189156916252, 99.09208345707061, 115, 72, 27, 'Male', 98.54916628110541, 1.5074649097543995, 0.11071194735185286, 43, 43.36691526168589, 86.33333333333333, 'High Risk'),
(37848, 91, 17, '06:45.8', 37.16893412667373, 99.07476033849031, 128, 76, 52, 'Male', 60.55863516012563, 1.9558948087796701, 0.053472887, 52, 15.830152208529023, 93.33333333333333, 'High Risk'),
(37849, 95, 14, '05:45.8', 37.27272926946923, 97.08826124240998, 128, 82, 45, 'Male', 89.60720021145023, 1.7548776100512153, 0.050732064, 46, 29.09706887060177, 97.33333333333333, 'High Risk'),
(37850, 82, 16, '04:45.8', 36.45469410073659, 97.88864642769978, 129, 77, 54, 'Female', 84.95468892303826, 1.570290616790665, 0.12098378273219397, 52, 34.45301893, 94.33333333333333, 'High Risk'),
(37851, 70, 16, '03:45.8', 36.048049165756716, 98.88236514, 115, 83, 34, 'Male', 85.99806189990238, 1.9126566305134187, 0.054441038, 32, 23.507943765546944, 93.66666666666667, 'Low Risk'),
(37852, 73, 18, '02:45.8', 36.85759495508221, 97.13808676090763, 135, 70, 46, 'Male', 67.90101653104227, 1.6812365389356216, 0.1475216457173767, 65, 24.022523993097938, 91.66666666666666, 'Low Risk'),
(37853, 92, 13, '01:45.8', 37.46966503631977, 97.85065470011516, 115, 76, 37, 'Female', 70.18536408345153, 1.5568063362236668, 0.097174755, 39, 28.958587597144447, 89, 'High Risk'),
(37854, 74, 17, '00:45.8', 36.06582055218441, 96.12946922, 130, 87, 60, 'Male', 92.76804560415746, 1.7023907189015555, 0.087006143, 43, 32.00957598543002, 101.33333333333333, 'High Risk'),
(37855, 73, 18, '59:45.8', 36.40396069881496, 98.56243375393288, 134, 86, 18, 'Female', 52.184986177936366, 1.501719401047613, 0.10776991959135629, 48, 23.140246965722163, 102, 'Low Risk'),
(37856, 98, 16, '58:45.8', 36.71306158656644, 97.61691513648017, 120, 76, 54, 'Male', 70.10832445344607, 1.7423396942557572, 0.056191001, 44, 23.094253362290065, 90.66666666666667, 'High Risk'),
(37857, 92, 18, '57:45.8', 37.44105088364449, 97.84778502, 113, 73, 75, 'Female', 83.82309529316734, 1.8987484023740628, 0.11770101169694881, 40, 23.25031551870017, 86.33333333333333, 'High Risk'),
(37858, 95, 14, '56:45.8', 37.19426070291568, 95.11223899, 139, 80, 65, 'Male', 55.06769487, 1.8866731380216697, 0.10876939635844021, 59, 15.470472034193888, 99.66666666666666, 'High Risk'),
(37859, 87, 16, '55:45.8', 36.950191963192815, 97.13119111, 131, 71, 87, 'Male', 66.37537146436237, 1.5465480902693227, 0.13183116113496357, 60, 27.75109387355728, 91, 'Low Risk'),
(37860, 88, 18, '54:45.8', 37.248799142240266, 98.48574195971237, 113, 87, 87, 'Female', 58.84441186847249, 1.8652777035951702, 0.11737723166894692, 26, 16.912905747734815, 95.66666666666667, 'High Risk'),
(37861, 86, 15, '53:45.8', 36.18305545741983, 98.83431260159543, 110, 82, 26, 'Male', 92.35106057141142, 1.6014796488085818, 0.12997217, 28, 36.00800324210893, 91.33333333333333, 'High Risk'),
(37862, 72, 17, '52:45.8', 36.27258903067378, 98.70777654652932, 134, 74, 81, 'Male', 60.24992017060053, 1.919853832470838, 0.058450382, 60, 16.346325613373796, 94, 'High Risk'),
(37863, 91, 19, '51:45.8', 37.00183364623268, 95.46845021517213, 131, 87, 52, 'Female', 75.62957275207884, 1.536876652965881, 0.09808121, 44, 32.01943177966522, 101.66666666666667, 'High Risk'),
(37864, 93, 17, '50:45.8', 36.70570790096106, 98.20320999302822, 112, 85, 40, 'Male', 80.16108853, 1.758798732721197, 0.14822433526852102, 27, 25.913812848584097, 94, 'High Risk'),
(37865, 65, 18, '49:45.8', 36.97665849148441, 97.00486498258233, 123, 86, 40, 'Male', 55.81313600176083, 1.9762659313747022, 0.055366869, 37, 14.290441855158178, 98.33333333333333, 'High Risk'),
(37866, 80, 19, '48:45.8', 37.317555291333804, 97.32421375781412, 136, 80, 69, 'Male', 62.60887779, 1.7477837052531853, 0.077492877, 56, 20.49559579, 98.66666666666666, 'Low Risk'),
(37867, 76, 13, '47:45.8', 36.55405696974649, 97.71605521, 126, 71, 77, 'Male', 69.55097977151458, 1.8883790462379901, 0.057162458, 55, 19.504054721506378, 89.33333333333333, 'Low Risk'),
(37868, 99, 15, '46:45.8', 36.79748292230341, 99.71158286543778, 121, 87, 53, 'Male', 86.21896821939309, 1.7391012965805637, 0.080730286, 34, 28.507101602073682, 98.33333333333333, 'High Risk'),
(37869, 95, 12, '45:45.8', 36.54253381673657, 97.25228006, 111, 75, 66, 'Female', 78.49587491646929, 1.9351042831711929, 0.055111355402596096, 36, 20.962259166175173, 87, 'High Risk'),
(37870, 84, 17, '44:45.8', 36.70741556062594, 96.99025161249163, 130, 83, 81, 'Male', 78.84289333066002, 1.5298617984164673, 0.1302858532672816, 47, 33.68667549919393, 98.66666666666667, 'High Risk'),
(37871, 86, 15, '43:45.8', 37.44363041159348, 95.59482319155771, 129, 86, 85, 'Male', 66.40329157008601, 1.600189133365465, 0.12791582561629788, 43, 25.932654494427332, 100.33333333333333, 'Low Risk'),
(37872, 67, 18, '42:45.8', 36.240069928849685, 99.71536091711378, 115, 70, 70, 'Male', 95.09597143, 1.8653136093762843, 0.068411421, 45, 27.33118120361303, 85, 'Low Risk'),
(37873, 96, 17, '41:45.8', 36.816933653027576, 96.78430497, 116, 77, 86, 'Female', 90.95016278657933, 1.5503091570005973, 0.11173608442490754, 39, 37.84137044893102, 90, 'High Risk'),
(37874, 97, 16, '40:45.8', 36.390619169087216, 97.14118143507271, 123, 75, 44, 'Female', 53.475042897981986, 1.5569854266963952, 0.1050982567719847, 48, 22.058808294847363, 91, 'High Risk'),
(37875, 84, 18, '39:45.8', 36.105224213667654, 97.04069699136546, 133, 84, 45, 'Male', 53.74436516131089, 1.5775098598571893, 0.12303585275716125, 49, 21.59676847514021, 100.33333333333333, 'Low Risk'),
(37876, 78, 14, '38:45.8', 36.51502163557453, 95.88956806238423, 130, 89, 18, 'Female', 96.55080845506227, 1.7382981781635278, 0.078111923, 41, 31.952685487135117, 102.66666666666667, 'High Risk'),
(37877, 89, 14, '37:45.8', 36.05543462188173, 95.86620664, 120, 77, 70, 'Female', 85.05799984452818, 1.739482115059661, 0.10942280150817948, 43, 28.11093108, 91.33333333333333, 'Low Risk'),
(37878, 86, 19, '36:45.8', 36.56033979081182, 95.12648868353158, 116, 70, 48, 'Female', 73.69228202477126, 1.8593988340682954, 0.099553343, 46, 21.314585768334958, 85.33333333333333, 'Low Risk'),
(37879, 83, 16, '35:45.8', 37.20467644062088, 98.07560147570551, 119, 77, 54, 'Male', 70.74875624911425, 1.9389083658275257, 0.06823839, 42, 18.819333583277615, 91, 'Low Risk'),
(37880, 82, 19, '34:45.8', 36.038617537255575, 99.14193982818641, 125, 71, 24, 'Female', 52.243053915784714, 1.7641733158008888, 0.095576765, 54, 16.78595515196657, 89, 'High Risk'),
(37881, 62, 12, '33:45.8', 36.80325968287913, 98.88186474946612, 114, 75, 75, 'Male', 83.40442823183922, 1.895182516, 0.12786963044592192, 39, 23.22132661180696, 88, 'Low Risk'),
(37882, 77, 12, '32:45.8', 36.387820972491596, 96.68772663779197, 113, 82, 85, 'Female', 99.33630576, 1.5963783586966205, 0.13548789274084522, 31, 38.979506964363615, 92.33333333333333, 'High Risk'),
(37883, 60, 15, '31:45.8', 36.89001120997294, 95.77549149493908, 133, 73, 68, 'Male', 95.99369715882645, 1.9346517698204668, 0.085283787, 60, 25.647031706540496, 93, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(37884, 92, 17, '30:45.8', 37.101459279213444, 98.12264884423561, 128, 80, 71, 'Female', 89.76005093574784, 1.5669560574979327, 0.14065095238678194, 48, 36.55690794340172, 96, 'High Risk'),
(37885, 64, 17, '29:45.8', 37.11248640717432, 96.99519880967348, 136, 83, 85, 'Male', 72.41059314, 1.5199739866714093, 0.13337633451969397, 53, 31.342222852673345, 100.66666666666666, 'High Risk'),
(37886, 98, 15, '28:45.8', 36.35335913424396, 97.60036665, 133, 82, 61, 'Male', 76.19698817357583, 1.8130770122112212, 0.072048394, 51, 23.179566107420552, 99, 'High Risk'),
(37887, 88, 16, '27:45.8', 36.537567955473264, 95.51343901297194, 118, 82, 36, 'Male', 73.03282973088112, 1.6399693744602637, 0.14522622172173455, 36, 27.154802741456148, 94, 'Low Risk'),
(37888, 94, 12, '26:45.8', 36.50456207251379, 96.65637614598072, 113, 72, 61, 'Female', 56.49375865751591, 1.984933335, 0.14745206681295797, 41, 14.338661738118285, 85.66666666666667, 'High Risk'),
(37889, 89, 17, '25:45.8', 36.14391070607282, 95.72206962, 115, 84, 74, 'Male', 65.58406073333757, 1.646962094, 0.050417857585508555, 31, 24.17859696165907, 94.33333333333333, 'Low Risk'),
(37890, 76, 12, '24:45.8', 37.38158389518929, 98.83811822461607, 119, 71, 46, 'Female', 72.84750726498555, 1.5785431865315271, 0.10766905331738018, 48, 29.23490987847757, 87, 'Low Risk'),
(37891, 90, 18, '23:45.8', 36.82583181309587, 99.59466698858697, 116, 85, 22, 'Female', 55.999494661107335, 1.762936799, 0.069931988, 31, 18.018167580141387, 95.33333333333333, 'High Risk'),
(37892, 68, 15, '22:45.8', 37.383724810651046, 95.30894296809916, 134, 77, 78, 'Female', 67.10982390355338, 1.7075637625948876, 0.14529494, 57, 23.016126704941428, 96, 'Low Risk'),
(37893, 94, 13, '21:45.8', 37.45612372589498, 98.20158343095888, 126, 86, 41, 'Female', 85.11865005335162, 1.558333910251691, 0.13495082897813354, 40, 35.05126406867239, 99.33333333333333, 'High Risk'),
(37894, 61, 19, '20:45.8', 36.070186329241395, 95.90608836965495, 125, 80, 47, 'Female', 80.64011944223218, 1.7953693243500213, 0.14604702037923184, 45, 25.017479998801495, 95, 'Low Risk'),
(37895, 83, 18, '19:45.8', 36.44197430538623, 99.50188458361579, 116, 70, 73, 'Female', 79.03393151101578, 1.7762587813509823, 0.14362442944253556, 46, 25.049618169987333, 85.33333333333333, 'Low Risk'),
(37896, 89, 17, '18:45.8', 36.28132344078169, 97.97543370793214, 121, 78, 81, 'Female', 67.63057604765645, 1.6483131558221085, 0.11777028676680697, 43, 24.89222035, 92.33333333333333, 'Low Risk'),
(37897, 80, 13, '17:45.8', 37.47132414328465, 96.65137804551685, 117, 81, 54, 'Female', 74.95647610745704, 1.9612387985502453, 0.13730646639723998, 36, 19.48714464484695, 93, 'Low Risk'),
(37898, 65, 13, '16:45.8', 36.14742782415771, 97.95528350084001, 122, 77, 18, 'Female', 77.43177356, 1.8452163029019326, 0.054126471, 45, 22.741789780493686, 92, 'Low Risk'),
(37899, 89, 19, '15:45.8', 36.559091321636025, 97.88521285139988, 113, 72, 38, 'Male', 92.66975375, 1.909790110734741, 0.05463852, 41, 25.40778048895256, 85.66666666666667, 'Low Risk'),
(37900, 60, 16, '14:45.8', 37.349764402788416, 96.77628052608009, 131, 73, 34, 'Male', 70.01164640699241, 1.7946716082027985, 0.10159483006970708, 58, 21.737035072866664, 92.33333333333333, 'Low Risk'),
(37901, 99, 13, '13:45.8', 36.23178612504451, 97.71209479029842, 130, 72, 73, 'Male', 50.907741043829915, 1.739857494234672, 0.079696074, 58, 16.817307683510855, 91.33333333333333, 'High Risk'),
(37902, 77, 18, '12:45.8', 36.536504744852564, 99.70091909710753, 130, 75, 75, 'Female', 71.95732048687022, 1.711144088722998, 0.11310285359674184, 55, 24.57546931701602, 93.33333333333333, 'Low Risk'),
(37903, 83, 13, '11:45.8', 36.60691807923281, 95.62678519991448, 125, 77, 35, 'Male', 83.47194434654244, 1.6954989361519894, 0.073208534, 48, 29.036581593018486, 93, 'Low Risk'),
(37904, 87, 12, '10:45.8', 37.262720370607695, 97.49327419571914, 110, 76, 50, 'Male', 77.98934827966866, 1.662076758533984, 0.054736305, 34, 28.23144696501714, 87.33333333333333, 'Low Risk'),
(37905, 72, 12, '09:45.8', 36.26257131935261, 99.45063659658672, 128, 83, 38, 'Male', 81.88638854427712, 1.756172410014454, 0.12310292537972309, 45, 26.55078816896774, 98, 'Low Risk'),
(37906, 83, 16, '08:45.8', 36.248155233135776, 99.45455960746791, 116, 75, 41, 'Female', 79.77514746281415, 1.9390126975071365, 0.13891505921545474, 41, 21.21809109260986, 88.66666666666667, 'Low Risk'),
(37907, 77, 12, '07:45.8', 37.35518699595031, 97.13517330781067, 138, 88, 18, 'Female', 99.99246305475953, 1.5545686175856066, 0.10099541918846006, 50, 41.37590191850734, 104.66666666666666, 'High Risk'),
(37908, 87, 13, '06:45.8', 36.489522359903134, 95.42379489, 130, 73, 18, 'Male', 75.18213867097126, 1.784853998787311, 0.12099594729523543, 57, 23.59985217146563, 92, 'Low Risk'),
(37909, 87, 19, '05:45.8', 37.352081327993474, 97.86964268961924, 118, 89, 32, 'Male', 71.64227420027477, 1.7178102878511583, 0.11891488971934071, 29, 24.278338642826345, 98.66666666666667, 'Low Risk'),
(37910, 66, 15, '04:45.8', 36.43682127, 96.94160153638835, 127, 76, 53, 'Male', 94.80854137089634, 1.9288900983475308, 0.14497490415405434, 51, 25.48194052, 93, 'Low Risk'),
(37911, 70, 16, '03:45.8', 36.07029536757488, 97.10683732180684, 126, 78, 87, 'Male', 55.019380585131444, 1.5509816223900303, 0.12994962326145099, 48, 22.87190787008123, 94, 'Low Risk'),
(37912, 69, 17, '02:45.8', 36.34719474881879, 96.16272921851454, 123, 77, 28, 'Male', 91.46255634288873, 1.7957499970867936, 0.1488886430881285, 46, 28.36296223947615, 92.33333333333333, 'Low Risk'),
(37913, 93, 12, '01:45.8', 36.69832545073729, 97.63642481267088, 111, 80, 77, 'Female', 68.57843354650171, 1.581844090460002, 0.075131617, 31, 27.40691848260901, 90.33333333333333, 'High Risk'),
(37914, 71, 14, '00:45.8', 37.36531371232445, 99.05083757251191, 121, 73, 68, 'Male', 64.76719777664363, 1.8356405439506411, 0.14898090303031614, 48, 19.221170202315715, 89, 'Low Risk'),
(37915, 88, 19, '59:45.8', 37.17881149879525, 97.05822296864339, 130, 73, 52, 'Male', 50.57649955548453, 1.6841870114024222, 0.081458598, 57, 17.830689637803832, 92, 'High Risk'),
(37916, 62, 17, '58:45.8', 36.61325861895559, 97.13509230762833, 126, 76, 50, 'Male', 52.974900436302605, 1.6923562421295852, 0.082550054, 50, 18.496372960488802, 92.66666666666666, 'High Risk'),
(37917, 66, 17, '57:45.8', 36.52402479493272, 97.23974122638668, 135, 80, 60, 'Male', 58.17685764, 1.8610970245874519, 0.084326906, 55, 16.796246126928665, 98.33333333333333, 'High Risk'),
(37918, 93, 13, '56:45.8', 36.93831348776388, 97.58520448966097, 111, 73, 85, 'Female', 74.60348999662382, 1.7191530757979194, 0.13646801784094287, 38, 25.24236529335322, 85.66666666666667, 'High Risk'),
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(38095, 92, 13, '59:45.8', 36.91512047987428, 99.64898512822002, 116, 80, 82, 'Male', 81.75258870729654, 1.5886086736535836, 0.082055533, 36, 32.39422950197113, 92, 'High Risk'),
(38096, 67, 19, '58:45.8', 36.43001820992822, 97.94875654695493, 126, 81, 61, 'Female', 90.20017595130354, 1.5504859418836945, 0.13578305120006018, 45, 37.52076797581575, 96, 'High Risk'),
(38097, 90, 17, '57:45.8', 37.04397300518044, 97.48273952411184, 130, 85, 33, 'Female', 70.70333388, 1.9910982267135866, 0.13957700257493103, 45, 17.834236496194308, 100, 'High Risk'),
(38098, 67, 19, '56:45.8', 37.20576785665778, 99.83042779213177, 114, 73, 31, 'Male', 83.50020795585513, 1.5188395165319282, 0.058006511258683384, 41, 36.19626684737222, 86.66666666666667, 'High Risk'),
(38099, 65, 13, '55:45.8', 37.04464554377766, 99.22855196515808, 121, 89, 78, 'Male', 99.86023918, 1.5777292796586586, 0.088117194, 32, 40.116924521026924, 99.66666666666667, 'High Risk'),
(38100, 76, 16, '54:45.8', 36.04746257036811, 97.81471699608039, 129, 75, 62, 'Female', 68.41937030934636, 1.8670646679880933, 0.10489509976624073, 54, 19.627290564408458, 93, 'Low Risk'),
(38101, 68, 18, '53:45.8', 36.570257868127186, 97.28558409402112, 138, 72, 52, 'Male', 74.60372791137948, 1.6169234771979704, 0.080848253, 66, 28.535244343212344, 94, 'Low Risk'),
(38102, 99, 17, '52:45.8', 36.374090884304465, 97.53846960049347, 128, 85, 55, 'Male', 75.26613197291708, 1.766428025501566, 0.14410519341057892, 43, 24.121688494064934, 99.33333333333333, 'High Risk'),
(38103, 84, 14, '51:45.8', 37.31446473456114, 98.01517894857703, 120, 71, 59, 'Male', 75.23841434, 1.9799598102030282, 0.10982018621902148, 49, 19.19229384589875, 87.33333333333333, 'Low Risk'),
(38104, 71, 14, '50:45.8', 36.07381246485928, 95.77766868588266, 113, 70, 86, 'Female', 55.94054263788302, 1.858749366069698, 0.084375144, 43, 16.191422595425816, 84.33333333333333, 'High Risk'),
(38105, 82, 14, '49:45.8', 36.58284370593027, 98.21194573410394, 116, 88, 71, 'Male', 50.57786200535602, 1.8551537723211138, 0.10237622154774428, 28, 14.696050633131982, 97.33333333333333, 'High Risk'),
(38106, 94, 17, '48:45.8', 36.242378155611746, 98.42884821415066, 139, 81, 51, 'Female', 90.94316243607902, 1.690378957966669, 0.11122753939705635, 58, 31.82745379444591, 100.33333333333333, 'High Risk'),
(38107, 95, 12, '47:45.8', 36.40871556419516, 99.43118487495113, 117, 83, 37, 'Male', 70.18577079235598, 1.7892735411020735, 0.079963696, 34, 21.922778406919928, 94.33333333333333, 'High Risk'),
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(38111, 86, 16, '43:45.8', 37.39157344104156, 96.79043111414657, 137, 86, 75, 'Male', 76.70587074498962, 1.7912797499468027, 0.069091849, 51, 23.905716874108162, 103, 'Low Risk'),
(38112, 63, 14, '42:45.8', 36.85156077049227, 96.55293098770684, 134, 87, 24, 'Male', 90.35773320020402, 1.982230937399661, 0.093195337, 47, 22.99623971736097, 102.66666666666667, 'Low Risk'),
(38113, 85, 18, '41:45.8', 37.36473188519296, 97.70446767948899, 119, 70, 24, 'Male', 83.42605317636497, 1.5041562665577026, 0.1166385928087838, 49, 36.873620627675756, 86.33333333333333, 'High Risk'),
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(38129, 96, 13, '25:45.8', 36.1377741, 96.51764660532102, 114, 82, 37, 'Female', 52.06240433639396, 1.6996012626621329, 0.13716179082958713, 32, 18.02312648743525, 92.66666666666667, 'High Risk'),
(38130, 87, 14, '24:45.8', 36.952605624844416, 98.30700495185637, 139, 73, 63, 'Female', 82.03402925291985, 1.6112358687576214, 0.072854836, 66, 31.59917909732885, 95, 'High Risk'),
(38131, 70, 12, '23:45.8', 36.82614156377931, 98.74799849, 125, 71, 46, 'Male', 84.96673383046183, 1.5140216728301075, 0.071740905, 54, 37.06676972391195, 89, 'High Risk'),
(38132, 61, 15, '22:45.8', 36.122135318249775, 97.12525626578872, 134, 76, 57, 'Male', 80.82076805296829, 1.7232808916072142, 0.11315484455259538, 58, 27.215156023997064, 95.33333333333333, 'Low Risk'),
(38133, 98, 15, '21:45.8', 36.422553401651335, 99.64506095, 130, 70, 53, 'Female', 81.01157910417709, 1.8129156842218204, 0.053109996555446515, 60, 24.64857889277654, 90, 'High Risk'),
(38134, 61, 16, '20:45.8', 36.16263195935283, 95.99440638024367, 130, 72, 24, 'Female', 75.10215359222346, 1.5739635434705883, 0.13125133421496027, 58, 30.315382551232315, 91.33333333333333, 'High Risk'),
(38135, 71, 14, '19:45.8', 36.208143825271975, 95.11820088421183, 114, 80, 76, 'Female', 82.18175635860004, 1.6923873440479276, 0.051379436, 34, 28.692994872250974, 91.33333333333333, 'Low Risk'),
(38136, 75, 15, '18:45.8', 36.31802212903631, 95.82523522197695, 110, 89, 44, 'Male', 50.51624212, 1.7709333127484599, 0.094053765, 21, 16.10744366738193, 96, 'High Risk'),
(38137, 71, 19, '17:45.8', 36.269893284324986, 98.80214917028488, 117, 73, 55, 'Female', 68.99439607756123, 1.7949819739956783, 0.10842111996557474, 44, 21.413794687847446, 87.66666666666667, 'Low Risk'),
(38138, 67, 14, '16:45.8', 37.39833879303779, 98.79121158250506, 121, 78, 60, 'Male', 96.19558021183279, 1.8402756694737268, 0.078847886, 43, 28.404643955014837, 92.33333333333333, 'Low Risk'),
(38139, 95, 19, '15:45.8', 37.176318033739776, 97.77616226221103, 126, 76, 64, 'Female', 72.04365494859272, 1.748806392521292, 0.14157032714966974, 50, 23.556581871212554, 92.66666666666666, 'High Risk'),
(38140, 82, 12, '14:45.8', 36.80941445074779, 98.20313446213567, 111, 83, 23, 'Male', 80.93446859, 1.7263682275500705, 0.12316447138494943, 28, 27.156053173221895, 92.33333333333333, 'Low Risk'),
(38141, 98, 12, '13:45.8', 36.65208272756593, 98.65897340775571, 122, 76, 25, 'Female', 92.63319509203825, 1.6162998229580199, 0.14113738951707816, 46, 35.45869868752507, 91.33333333333333, 'High Risk'),
(38142, 74, 19, '12:45.8', 36.26090957444049, 95.98622722698691, 125, 77, 77, 'Female', 64.70092875958883, 1.7536736831177215, 0.13468061079035692, 48, 21.038411502441758, 93, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(38145, 92, 14, '09:45.8', 37.4391284, 98.58660591194555, 120, 79, 49, 'Female', 58.46672410105685, 1.9175568280753539, 0.1251347348429332, 41, 15.900554659819276, 92.66666666666667, 'High Risk'),
(38146, 71, 13, '08:45.8', 36.005366119425894, 97.76409721541714, 128, 71, 76, 'Female', 78.33203812798598, 1.9458432620922719, 0.090070885, 57, 20.68824815399352, 90, 'Low Risk'),
(38147, 93, 19, '07:45.8', 36.08090317696413, 96.16697531960139, 112, 85, 44, 'Female', 63.33431645268824, 1.847878105947701, 0.11082563850949181, 27, 18.547801865049564, 94, 'High Risk'),
(38148, 87, 14, '06:45.8', 36.039548888188435, 98.24147706543968, 132, 74, 63, 'Female', 76.43515201790888, 1.7376464745452833, 0.057062783, 58, 25.31455436577308, 93.33333333333333, 'Low Risk'),
(38149, 96, 14, '05:45.8', 36.09510849485061, 95.85624326, 112, 89, 41, 'Female', 61.732636599976175, 1.8959746973568814, 0.087704709, 23, 17.17314163258858, 96.66666666666667, 'High Risk'),
(38150, 90, 14, '04:45.8', 36.42349430799864, 99.15135117, 133, 81, 20, 'Female', 51.53487624953308, 1.5809562443624223, 0.13897163734289586, 52, 20.618712213347784, 98.33333333333333, 'Low Risk'),
(38151, 93, 19, '03:45.8', 36.21977724777618, 98.00748782848335, 139, 86, 81, 'Male', 98.96728975820955, 1.8528940721094407, 0.1477710909797802, 53, 28.826405621937845, 103.66666666666666, 'High Risk'),
(38152, 82, 16, '02:45.8', 36.01703644976308, 99.96460193620723, 116, 82, 81, 'Female', 75.40589374685182, 1.878546717831199, 0.065717832, 34, 21.367872895048194, 93.33333333333333, 'Low Risk'),
(38153, 60, 14, '01:45.8', 36.46550619921174, 96.72126310501477, 127, 72, 28, 'Female', 53.20528621674872, 1.5606035583698152, 0.10864387518424268, 55, 21.84588273779978, 90.33333333333333, 'Low Risk'),
(38154, 92, 18, '00:45.8', 36.646774037971525, 98.38370427074244, 122, 82, 25, 'Female', 82.77296301103391, 1.824523641632887, 0.069413797, 40, 24.865059995781753, 95.33333333333333, 'High Risk'),
(38155, 92, 12, '59:45.8', 36.693132439506996, 97.46405320753107, 116, 87, 57, 'Female', 66.49025068, 1.5703984181844999, 0.088377883, 29, 26.96114127066959, 96.66666666666667, 'High Risk'),
(38156, 91, 15, '58:45.8', 36.44302907710448, 97.49452975986317, 125, 80, 33, 'Male', 78.92577889230986, 1.8066605349105322, 0.10376139587563366, 45, 24.180526944539057, 95, 'High Risk'),
(38157, 81, 12, '57:45.8', 37.19983854, 98.12494126, 138, 81, 41, 'Female', 91.73751131676968, 1.6737537287400248, 0.089839605, 57, 32.746420868074686, 100, 'High Risk'),
(38158, 94, 17, '56:45.8', 36.87385825, 97.46160917483158, 128, 86, 72, 'Female', 83.79792687094974, 1.6262161662675825, 0.060485433781607104, 42, 31.68667914827899, 100, 'High Risk'),
(38159, 98, 14, '55:45.8', 36.66481761102541, 99.44207672310934, 128, 81, 66, 'Male', 61.87991887238219, 1.8430859518901483, 0.06316382, 47, 18.216232379425676, 96.66666666666667, 'High Risk'),
(38160, 71, 16, '54:45.8', 36.727908608746276, 96.18950782590679, 112, 84, 56, 'Male', 83.91214347394998, 1.6924541845352956, 0.1442338909412066, 28, 29.294829386320888, 93.33333333333333, 'Low Risk'),
(38161, 88, 16, '53:45.8', 37.11666101, 97.40191373009753, 126, 85, 57, 'Male', 62.85920030228202, 1.583640400462055, 0.097252679, 41, 25.064307294924966, 98.66666666666667, 'Low Risk'),
(38162, 81, 18, '52:45.8', 37.21327337823758, 97.32742813840609, 113, 85, 89, 'Female', 75.00204288, 1.7746609417358326, 0.090123635, 28, 23.814546218489877, 94.33333333333333, 'Low Risk'),
(38163, 98, 14, '51:45.8', 36.98180883, 97.43063338274102, 130, 83, 27, 'Female', 75.31306601038365, 1.5540300335712207, 0.099575942, 47, 31.185413902759226, 98.66666666666667, 'High Risk'),
(38164, 82, 16, '50:45.8', 37.24833602198677, 99.55755385520179, 135, 72, 82, 'Male', 72.88831788009982, 1.6874248473907048, 0.063207204, 63, 25.59817760965194, 93, 'Low Risk'),
(38165, 75, 17, '49:45.8', 36.42157354512558, 96.54526334944741, 123, 84, 34, 'Male', 75.27704603626157, 1.8022424662140775, 0.076235867, 39, 23.175874529807853, 97, 'Low Risk'),
(38166, 86, 17, '48:45.8', 36.20376854622472, 98.34737704642984, 116, 75, 83, 'Male', 50.66389097143198, 1.676596201001714, 0.1496598565398451, 41, 18.023601844132674, 88.66666666666667, 'High Risk'),
(38167, 96, 14, '47:45.8', 36.30843442948305, 97.85159356675459, 110, 70, 72, 'Female', 63.03984831867633, 1.6683514647905704, 0.1240934200869288, 40, 22.64853240484372, 83.33333333333333, 'High Risk'),
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(38169, 97, 13, '45:45.8', 37.39941303955161, 97.77301498113223, 123, 84, 67, 'Male', 54.76895469971841, 1.8777023881779535, 0.078375127, 39, 15.53391537700644, 97, 'High Risk'),
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(38171, 82, 16, '43:45.8', 36.05124588847266, 97.71563186329305, 117, 76, 58, 'Male', 86.63719568132485, 1.5938793079612872, 0.056002646, 41, 34.10307351408222, 89.66666666666667, 'High Risk'),
(38172, 94, 15, '42:45.8', 36.40981642650388, 99.54518896, 113, 81, 29, 'Male', 89.99214491588435, 1.622582056827983, 0.13829772113534788, 32, 34.181511638953886, 91.66666666666667, 'High Risk'),
(38173, 67, 18, '41:45.8', 36.859910881723195, 99.92710455605892, 126, 86, 87, 'Male', 90.15210656708977, 1.6249680983910473, 0.092448498, 40, 34.14178323701814, 99.33333333333333, 'High Risk'),
(38174, 60, 16, '40:45.8', 36.00530684432812, 99.72305701400462, 120, 85, 39, 'Female', 83.67876884169247, 1.6661593599898494, 0.084972125, 35, 30.14270390423667, 96.66666666666667, 'High Risk'),
(38175, 96, 17, '39:45.8', 36.52326212120894, 95.19766123764987, 136, 72, 26, 'Female', 71.20040161207477, 1.690897447481968, 0.081785058, 64, 24.90278426, 93.33333333333333, 'High Risk'),
(38176, 88, 19, '38:45.8', 36.56969660421392, 98.88180932068737, 138, 83, 83, 'Female', 67.65175603999394, 1.9605235797156084, 0.141333061, 55, 17.600902371710134, 101.33333333333333, 'High Risk'),
(38177, 87, 17, '37:45.8', 36.43704349657228, 95.28740440067175, 121, 89, 65, 'Male', 98.33164619722618, 1.7519031846438424, 0.060991065, 32, 32.038568672089134, 99.66666666666667, 'High Risk'),
(38178, 91, 12, '36:45.8', 37.06911886826366, 96.64853723462777, 113, 79, 38, 'Female', 89.41174235417887, 1.6302479912818921, 0.1296177870581561, 34, 33.642418615202395, 90.33333333333333, 'High Risk'),
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(38356, 68, 12, '38:45.8', 37.02283021, 99.47404209288186, 112, 82, 59, 'Female', 77.07448215, 1.832545975643981, 0.088709124, 30, 22.95096005386315, 92, 'Low Risk'),
(38357, 89, 16, '37:45.8', 36.86887140327463, 95.30401063, 139, 89, 52, 'Male', 84.85639245253569, 1.7647905385086924, 0.13835522214338758, 50, 27.245716349326056, 105.66666666666666, 'Low Risk'),
(38358, 83, 15, '36:45.8', 36.61636322598032, 99.74725605359313, 126, 76, 51, 'Female', 91.03338250096652, 1.5021936571668457, 0.10863333130683142, 50, 40.34120181083259, 92.66666666666666, 'High Risk'),
(38359, 63, 19, '35:45.8', 37.28283113380196, 95.07989230908602, 120, 70, 78, 'Male', 93.21331203200343, 1.5741040790865946, 0.063423505, 50, 37.61932950756586, 86.66666666666666, 'High Risk'),
(38360, 66, 18, '34:45.8', 37.29008025762751, 96.96714483160697, 138, 78, 89, 'Female', 77.37128933160493, 1.567158947799645, 0.1311169556873315, 60, 31.503132569318257, 98, 'High Risk'),
(38361, 95, 14, '33:45.8', 36.93814414235149, 98.23879829614552, 137, 79, 62, 'Male', 72.20744441370171, 1.8596436933375842, 0.060530706, 58, 20.879615237058484, 98.33333333333333, 'High Risk'),
(38362, 87, 19, '32:45.8', 36.51504042473786, 99.07914028064008, 119, 85, 35, 'Female', 86.07989387480185, 1.7172502722668053, 0.11187714532425069, 34, 29.19002957998275, 96.33333333333333, 'Low Risk'),
(38363, 98, 19, '31:45.8', 36.00166338895929, 98.95240349661502, 128, 78, 26, 'Female', 60.49399991622221, 1.9955691729482534, 0.070813282, 50, 15.19073293248418, 94.66666666666666, 'High Risk'),
(38364, 61, 19, '30:45.8', 37.119954748038225, 98.80562782, 139, 81, 86, 'Male', 76.65634799740869, 1.715876469391741, 0.12898106427685216, 58, 26.036109410463496, 100.33333333333333, 'Low Risk'),
(38365, 73, 16, '29:45.8', 37.220996269279794, 97.02184043745667, 114, 84, 44, 'Female', 54.523835690931286, 1.8788927245712361, 0.08180255, 30, 15.44480505049699, 94, 'High Risk'),
(38366, 61, 12, '28:45.8', 37.103019061738884, 98.12966699475407, 123, 72, 81, 'Male', 62.657986968684604, 1.6913239431989002, 0.056105960843665065, 51, 21.903970408628158, 89, 'Low Risk'),
(38367, 99, 13, '27:45.8', 36.86931340039283, 96.83313303866821, 117, 76, 61, 'Female', 73.75692404656814, 1.8326186469228865, 0.1435610744771022, 41, 21.96132779261349, 89.66666666666667, 'High Risk'),
(38368, 93, 14, '26:45.8', 37.34060149542269, 98.02887321592137, 131, 71, 70, 'Male', 87.73973124693448, 1.9063513899224147, 0.080185241, 60, 24.142953, 91, 'High Risk'),
(38369, 95, 16, '25:45.8', 36.200129309460614, 98.10325984188896, 123, 85, 75, 'Male', 79.12646582066596, 1.984100549332888, 0.087819171, 38, 20.09992392638357, 97.66666666666667, 'High Risk'),
(38370, 61, 17, '24:45.8', 36.130822994794734, 99.97518394730251, 115, 73, 27, 'Female', 97.36016722674714, 1.5526272629101936, 0.062820185, 42, 40.387492989933605, 87, 'High Risk'),
(38371, 68, 13, '23:45.8', 36.837791785774286, 96.74014771371321, 132, 77, 36, 'Male', 57.88206954231035, 1.7199074702826436, 0.13594286431994942, 55, 19.567434333666103, 95.33333333333333, 'Low Risk'),
(38372, 83, 15, '22:45.8', 36.40519330400274, 97.61026940090775, 118, 71, 55, 'Female', 88.78402047217847, 1.6250045338443875, 0.054202021755537094, 47, 33.622163332204934, 86.66666666666667, 'High Risk'),
(38373, 71, 13, '21:45.8', 36.71525449722105, 99.82195188627114, 135, 74, 81, 'Male', 64.89123465829752, 1.624027153841461, 0.14229190764096444, 61, 24.60364570882761, 94.33333333333333, 'Low Risk'),
(38374, 64, 17, '20:45.8', 36.51864540501187, 98.41690309278479, 131, 72, 42, 'Female', 99.64380178122542, 1.5714119333620575, 0.13268226568136987, 59, 40.352476697191285, 91.66666666666666, 'High Risk'),
(38375, 86, 12, '19:45.8', 36.69767412, 95.73124571543237, 121, 78, 61, 'Male', 97.66520383751842, 1.7996152106025414, 0.11159310024527794, 43, 30.156473265648962, 92.33333333333333, 'High Risk'),
(38376, 82, 14, '18:45.8', 36.81017868024153, 99.50870737990601, 117, 75, 47, 'Male', 64.56015841905406, 1.6538207129150775, 0.11501626490759212, 42, 23.604115642418368, 89, 'Low Risk'),
(38377, 88, 18, '17:45.8', 36.17900136218149, 95.43580108227793, 126, 71, 60, 'Male', 77.23700704, 1.5265158513345427, 0.1440028375063779, 55, 33.14536452260305, 89.33333333333333, 'High Risk'),
(38378, 92, 14, '16:45.8', 37.42438216875847, 96.42801548989095, 138, 76, 34, 'Female', 58.32453851646369, 1.9501266195602565, 0.11709291673281871, 62, 15.336479912438142, 96.66666666666666, 'High Risk'),
(38379, 86, 19, '15:45.8', 36.84859575156356, 95.49567154495942, 115, 72, 30, 'Male', 61.94108481975649, 1.8188037363842557, 0.10333717220380179, 43, 18.724366440444665, 86.33333333333333, 'Low Risk'),
(38380, 66, 15, '14:45.8', 36.082530154630085, 97.9604574, 110, 87, 40, 'Female', 61.40217892669987, 1.8048801486275845, 0.14832133483115245, 23, 18.848944960700383, 94.66666666666667, 'Low Risk'),
(38381, 90, 12, '13:45.8', 36.940152220846585, 99.28271252366928, 120, 81, 64, 'Male', 66.24606203879765, 1.948919902482454, 0.052551702, 39, 17.441028254058896, 94, 'High Risk'),
(38382, 92, 18, '12:45.8', 37.14922270691733, 97.18781740250546, 135, 81, 75, 'Male', 78.40928831, 1.6744605807422581, 0.071257229, 54, 27.965182368696098, 99, 'High Risk'),
(38383, 97, 18, '11:45.8', 36.64819633856422, 99.33603297031155, 114, 80, 43, 'Female', 98.63342768983887, 1.8904978392270086, 0.12135374241898235, 34, 27.597627933957707, 91.33333333333333, 'High Risk'),
(38384, 83, 15, '10:45.8', 37.33130902, 98.33615511591431, 136, 72, 46, 'Male', 55.133234294550945, 1.701936002482007, 0.060411428, 64, 19.033866529391872, 93.33333333333333, 'Low Risk'),
(38385, 99, 12, '09:45.8', 37.458182571890056, 99.42850624811395, 118, 73, 25, 'Male', 97.46568082389297, 1.8751617930210087, 0.1441485868579499, 45, 27.718787541160555, 88, 'High Risk'),
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(38387, 95, 16, '07:45.8', 36.92877186, 98.55835491818964, 123, 74, 34, 'Female', 64.24263625484961, 1.643025052187068, 0.10708697438501527, 49, 23.79769989278499, 90.33333333333333, 'High Risk'),
(38388, 80, 12, '06:45.8', 37.21839677520074, 97.68197177022194, 115, 75, 48, 'Female', 89.84005126591322, 1.5531023613105286, 0.079192388, 40, 37.245158868193876, 88.33333333333333, 'High Risk'),
(38389, 91, 15, '05:45.8', 37.06247765709043, 96.31322888645533, 138, 86, 88, 'Female', 88.78758760478564, 1.546686031986061, 0.058380993, 52, 37.114868764879404, 103.33333333333333, 'High Risk'),
(38390, 98, 13, '04:45.8', 37.01558870672206, 96.84763576582057, 123, 81, 86, 'Female', 63.37691339857554, 1.659156056, 0.12576881762088438, 42, 23.022718917103898, 95, 'High Risk'),
(38391, 88, 16, '03:45.8', 36.61596226151465, 98.88613326226145, 114, 85, 56, 'Male', 99.92526754, 1.9603520612818084, 0.12725292494515686, 29, 26.00202505187423, 94.66666666666667, 'Low Risk'),
(38392, 87, 14, '02:45.8', 37.490462014104104, 97.28336645763055, 113, 79, 68, 'Female', 78.709748, 1.9254117553599577, 0.092665233, 34, 21.231529618429093, 90.33333333333333, 'Low Risk'),
(38393, 91, 16, '01:45.8', 36.07366379017689, 98.37392617880627, 134, 71, 74, 'Male', 81.79565364578856, 1.689502415465571, 0.077589849, 63, 28.65580368519771, 92, 'High Risk'),
(38394, 81, 19, '00:45.8', 37.168245354332896, 99.35324657769246, 115, 82, 22, 'Female', 78.22749681321584, 1.681036552074358, 0.13428037655937117, 33, 27.682487984156786, 93, 'Low Risk'),
(38395, 93, 12, '59:45.8', 36.33035229409845, 98.0693024, 115, 77, 47, 'Male', 56.86148431626145, 1.9446281453532266, 0.09700026, 38, 15.036441120091714, 89.66666666666667, 'High Risk'),
(38396, 93, 19, '58:45.8', 36.401787687815904, 99.84752931367615, 119, 80, 52, 'Female', 58.908291011938914, 1.5433553211701025, 0.13075878575846844, 39, 24.731165077857213, 93, 'High Risk'),
(38397, 64, 19, '57:45.8', 36.60707528106425, 99.17383047664794, 127, 85, 23, 'Female', 86.61982528474928, 1.817964933574078, 0.13444178967672132, 42, 26.20874947748986, 99, 'Low Risk'),
(38398, 82, 13, '56:45.8', 36.035826209982616, 99.78156138277448, 138, 79, 58, 'Female', 74.14268682758507, 1.8066745247130132, 0.093991139, 59, 22.71477705975589, 98.66666666666666, 'Low Risk'),
(38399, 84, 15, '55:45.8', 37.16930568020738, 96.35139311763797, 129, 71, 23, 'Female', 63.09902707, 1.5555071457530474, 0.083256067, 58, 26.07826185486235, 90.33333333333333, 'Low Risk'),
(38400, 70, 19, '54:45.8', 36.82570225789453, 97.99507050748478, 114, 87, 73, 'Male', 75.69053455239933, 1.7971276138379664, 0.084706997, 27, 23.4360134, 96, 'Low Risk'),
(38401, 97, 13, '53:45.8', 37.219491532533425, 98.38007923591181, 129, 76, 70, 'Female', 51.281216330277054, 1.5688301413792154, 0.053778829353952985, 53, 20.835621921184572, 93.66666666666666, 'High Risk'),
(38402, 63, 18, '52:45.8', 36.25648797537684, 99.93961545, 125, 71, 87, 'Male', 97.61030656389418, 1.8519454264055613, 0.12030649805128518, 54, 28.460289109803647, 89, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(38403, 96, 17, '51:45.8', 37.23354036551246, 95.63502722296134, 124, 85, 53, 'Male', 73.94628078882005, 1.5968598366151967, 0.13153645056261082, 39, 28.998981158189295, 98, 'High Risk'),
(38404, 88, 19, '50:45.8', 37.13526755941266, 97.12968959873913, 135, 83, 49, 'Male', 78.45159013591399, 1.7816573173914072, 0.059171015, 52, 24.71458936418701, 100.33333333333333, 'Low Risk'),
(38405, 70, 13, '49:45.8', 36.24027151740512, 97.61954294, 130, 70, 84, 'Female', 93.97709794129972, 1.5026748223750879, 0.059244631, 60, 41.61903537311199, 90, 'High Risk'),
(38406, 98, 14, '48:45.8', 37.01428069221211, 98.22743523222745, 139, 85, 45, 'Male', 72.10962442, 1.5066109548274293, 0.063928602, 54, 31.76808175258916, 103, 'High Risk'),
(38407, 99, 12, '47:45.8', 36.85377064144642, 97.04917898744007, 130, 86, 66, 'Male', 67.04979738, 1.5291636594829638, 0.088946493, 44, 28.674082657847883, 100.66666666666667, 'High Risk'),
(38408, 76, 17, '46:45.8', 36.83517603264403, 96.56717590207175, 134, 81, 41, 'Male', 58.29804367950462, 1.8469671844187918, 0.11997507598809996, 53, 17.089746580699785, 98.66666666666666, 'High Risk'),
(38409, 84, 15, '45:45.8', 37.37245368140161, 97.02708683433492, 129, 76, 19, 'Male', 91.66357652977806, 1.947634938339551, 0.052498179, 53, 24.164715431387048, 93.66666666666666, 'Low Risk'),
(38410, 60, 13, '44:45.8', 36.54820949919462, 95.25043284903812, 110, 77, 39, 'Female', 90.53387104, 1.875524369780703, 0.1493250608450164, 33, 25.737458963600545, 88, 'Low Risk'),
(38411, 71, 14, '43:45.8', 36.390468853900565, 97.22915527724803, 137, 71, 47, 'Male', 50.53969325347435, 1.657203249161881, 0.085828011, 66, 18.40267894501853, 93, 'High Risk'),
(38412, 73, 15, '42:45.8', 36.76953416856792, 97.30893041, 138, 81, 81, 'Male', 84.46066893512818, 1.7891105016802125, 0.12870046598913568, 57, 26.386402741503186, 100, 'Low Risk'),
(38413, 91, 17, '41:45.8', 37.16416908495384, 99.91034968621142, 130, 86, 41, 'Male', 93.31744191467459, 1.9396321481000605, 0.083801321, 44, 24.80413450966226, 100.66666666666667, 'High Risk'),
(38414, 71, 18, '40:45.8', 37.29206536355188, 95.61903411723658, 131, 85, 49, 'Male', 99.82113837042944, 1.718580396640914, 0.077129087, 46, 33.79736259520852, 100.33333333333333, 'High Risk'),
(38415, 70, 19, '39:45.8', 36.23219845211892, 97.51234010968757, 117, 87, 77, 'Male', 84.48863873629583, 1.956210803, 0.12836229266306567, 30, 22.078369997088824, 97, 'Low Risk'),
(38416, 72, 13, '38:45.8', 36.35784418, 95.44855814, 113, 78, 81, 'Female', 78.24495968400369, 1.6619424015485373, 0.10505972036054875, 35, 28.328555803718807, 89.66666666666667, 'Low Risk'),
(38417, 88, 18, '37:45.8', 36.75050843055402, 98.44120256, 129, 72, 63, 'Male', 52.79321326321828, 1.743167698224902, 0.1494270959569678, 57, 17.373997590200414, 91, 'High Risk'),
(38418, 80, 16, '36:45.8', 37.14692255128117, 97.30733931691363, 134, 71, 84, 'Male', 60.49069542274557, 1.6203791081678347, 0.075814382, 63, 23.038558759632586, 92, 'Low Risk'),
(38419, 63, 12, '35:45.8', 36.75767515622055, 97.02872925, 123, 85, 44, 'Male', 91.60226802789009, 1.9963175682860967, 0.083878845, 38, 22.985130258249114, 97.66666666666667, 'Low Risk'),
(38420, 79, 13, '34:45.8', 36.82791122633706, 96.41379218216342, 118, 74, 40, 'Female', 88.70940474086186, 1.935404966403138, 0.053225315, 44, 23.68241366507741, 88.66666666666667, 'Low Risk'),
(38421, 64, 17, '33:45.8', 36.45624875366366, 96.17249099348265, 126, 75, 80, 'Female', 74.60490958091876, 1.5153411971473725, 0.098216801, 51, 32.48976330969291, 92, 'High Risk'),
(38422, 63, 15, '32:45.8', 36.74409931483618, 95.78092840298157, 135, 75, 28, 'Female', 90.13903693, 1.8664918386522864, 0.14217167647943846, 60, 25.87383016186324, 95, 'Low Risk'),
(38423, 67, 18, '31:45.8', 37.17899428865699, 97.34611706949184, 125, 80, 49, 'Male', 52.59507303989234, 1.6527542763402048, 0.064193305, 45, 19.254333218060747, 95, 'Low Risk'),
(38424, 69, 19, '30:45.8', 36.05162546960178, 97.37400245722245, 116, 75, 83, 'Female', 91.18470403372994, 1.5728404518662418, 0.077894068, 41, 36.85977266, 88.66666666666667, 'High Risk'),
(38425, 74, 17, '29:45.8', 36.095081957691285, 97.01492795009968, 119, 80, 74, 'Male', 67.99391500766605, 1.6655853938845704, 0.069698965, 39, 24.509600964115517, 93, 'Low Risk'),
(38426, 82, 19, '28:45.8', 37.29010908, 97.76624231, 112, 82, 36, 'Male', 55.126671094150495, 1.7242177827201148, 0.1397805497131718, 30, 18.542894525892113, 92, 'Low Risk'),
(38427, 75, 12, '27:45.8', 36.76434533391395, 95.49624224962467, 137, 75, 30, 'Male', 84.40552767066856, 1.9476319711078762, 0.05856759, 62, 22.251387617845516, 95.66666666666666, 'Low Risk'),
(38428, 79, 17, '26:45.8', 36.38325809358075, 98.49586055434035, 111, 87, 40, 'Male', 69.06446808369563, 1.5179233600576623, 0.058396962529663955, 24, 29.974709454489236, 95, 'Low Risk'),
(38429, 77, 17, '25:45.8', 36.16407918855096, 96.82910730411955, 114, 78, 86, 'Female', 98.83991889512268, 1.8560510731744397, 0.050650752, 36, 28.691452520816966, 90, 'Low Risk'),
(38430, 71, 17, '24:45.8', 36.08389589261273, 98.85163545896374, 136, 82, 43, 'Male', 63.092551661473735, 1.561791192299232, 0.1295704226122421, 54, 25.866171538849127, 100, 'Low Risk'),
(38431, 97, 19, '23:45.8', 37.46706486419523, 97.76330763367608, 126, 82, 73, 'Male', 97.41677835, 1.5371872488098064, 0.13546692693085607, 44, 41.22685601132601, 96.66666666666667, 'High Risk'),
(38432, 68, 18, '22:45.8', 36.29245620349086, 98.83094937104973, 137, 71, 83, 'Female', 60.621365997521046, 1.509842494756913, 0.070114346, 66, 26.59269969584421, 93, 'Low Risk'),
(38433, 64, 17, '21:45.8', 36.31414279011953, 98.27688863365016, 122, 86, 80, 'Female', 86.75968145920838, 1.863882761974856, 0.12716818181279876, 36, 24.97357779422343, 98, 'Low Risk'),
(38434, 96, 17, '20:45.8', 36.78786602171513, 97.92415452277099, 127, 89, 51, 'Female', 61.17245101820323, 1.549035468906344, 0.12741336334466763, 38, 25.493716835330858, 101.66666666666667, 'High Risk'),
(38435, 91, 19, '19:45.8', 37.36029836480799, 98.90041572, 127, 70, 73, 'Male', 80.68077374768087, 1.9413334840095045, 0.064358612, 57, 21.407687868076067, 89, 'High Risk'),
(38436, 80, 17, '18:45.8', 37.40560538349186, 98.87655719667404, 119, 79, 30, 'Female', 74.62631691951218, 1.6832698341951482, 0.1388424847720335, 40, 26.33810514511349, 92.33333333333333, 'Low Risk'),
(38437, 62, 12, '17:45.8', 36.336287136127496, 95.31222954465483, 128, 87, 43, 'Male', 56.62659204599584, 1.943293535651536, 0.10739923912959165, 41, 14.994901363266386, 100.66666666666667, 'High Risk'),
(38438, 61, 14, '16:45.8', 37.35362089969427, 95.37154397847645, 126, 71, 81, 'Male', 61.53524767928945, 1.7979594688527516, 0.075215404, 55, 19.035494286512726, 89.33333333333333, 'Low Risk'),
(38439, 64, 17, '15:45.8', 36.804005033815585, 97.44726283479405, 122, 87, 21, 'Female', 83.29949926665498, 1.5983785667177075, 0.093856388, 35, 32.60491679, 98.66666666666667, 'High Risk'),
(38440, 98, 12, '14:45.8', 36.84902837016186, 99.78071330419841, 133, 89, 50, 'Female', 66.65274845288432, 1.6317884927241444, 0.10307214308667234, 44, 25.031699125108474, 103.66666666666667, 'High Risk'),
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(38619, 94, 19, '15:45.8', 37.27293115636968, 98.76404292060295, 120, 82, 70, 'Male', 65.31508898742895, 1.983554586228788, 0.058409642, 38, 16.600654459789926, 94.66666666666667, 'High Risk'),
(38620, 74, 16, '14:45.8', 37.40761563644734, 96.42510591, 119, 81, 89, 'Female', 91.66339534719336, 1.7096196658429983, 0.075531719, 38, 31.36150749503313, 93.66666666666667, 'High Risk'),
(38621, 96, 16, '13:45.8', 37.02353973119604, 97.54544258, 138, 78, 87, 'Female', 76.03545696832654, 1.6392227235559635, 0.094379022, 60, 28.29698918244989, 98, 'High Risk'),
(38622, 94, 18, '12:45.8', 37.08026591027701, 95.53054008760581, 126, 79, 79, 'Female', 95.45241800001472, 1.6357358796499644, 0.070754958, 47, 35.67472010724818, 94.66666666666667, 'High Risk'),
(38623, 79, 19, '11:45.8', 36.2173894, 96.25087575553256, 135, 82, 18, 'Male', 75.27300509852404, 1.648409143503652, 0.1021669874686007, 53, 27.70187880465122, 99.66666666666666, 'Low Risk'),
(38624, 97, 16, '10:45.8', 37.47085159, 99.83186749357829, 131, 82, 86, 'Female', 76.64733933161199, 1.9612099706801456, 0.088148386, 49, 19.927320174590673, 98.33333333333333, 'High Risk'),
(38625, 87, 12, '09:45.8', 36.14538505936172, 96.68171212, 128, 81, 29, 'Male', 78.09399059, 1.9403642753091725, 0.1159679163367189, 47, 20.742021285265018, 96.66666666666667, 'Low Risk'),
(38626, 93, 15, '08:45.8', 36.898900593042704, 95.80620367825406, 121, 72, 54, 'Female', 56.216439374114195, 1.9075588593314352, 0.13364941066226846, 49, 15.44925139378872, 88.33333333333333, 'High Risk'),
(38627, 66, 19, '07:45.8', 36.55167756, 98.31345292269319, 114, 75, 78, 'Male', 59.31360417382558, 1.8812288947296987, 0.10315904925079855, 39, 16.759884958802306, 88, 'High Risk'),
(38628, 86, 14, '06:45.8', 37.45827862158066, 99.00102687324085, 134, 86, 30, 'Male', 73.11972004, 1.953117053737143, 0.085215831, 48, 19.168051859805967, 102, 'Low Risk'),
(38629, 62, 17, '05:45.8', 37.062106492925906, 99.77305876037404, 110, 79, 27, 'Male', 67.69582121403164, 1.5163990654995716, 0.070682095, 31, 29.43979928778792, 89.33333333333333, 'Low Risk'),
(38630, 60, 15, '04:45.8', 37.26921449153104, 98.10064322137228, 111, 75, 41, 'Female', 62.84332439152678, 1.5636860465441438, 0.13490972977007704, 36, 25.70159225746226, 87, 'Low Risk'),
(38631, 81, 12, '03:45.8', 36.261066396591744, 99.16602640503639, 138, 81, 80, 'Female', 94.86365766228553, 1.5963213032164738, 0.11045474181345563, 57, 37.22710351485868, 100, 'High Risk'),
(38632, 94, 15, '02:45.8', 36.44489383543043, 95.70864055781838, 138, 81, 32, 'Male', 98.8042766, 1.9343518209794786, 0.14830793426444006, 57, 26.406133189424878, 100, 'High Risk'),
(38633, 82, 18, '01:45.8', 36.849886286967944, 99.99217619054566, 119, 83, 58, 'Male', 63.93608555093681, 1.9938907046775227, 0.082631187, 36, 16.08212175874542, 95, 'High Risk'),
(38634, 84, 16, '00:45.8', 36.47448432697792, 98.15917528375832, 135, 78, 55, 'Female', 83.10341378989158, 1.8917040323119485, 0.082049796, 57, 23.222687887170753, 97, 'Low Risk'),
(38635, 79, 15, '59:45.8', 36.188877639738244, 95.34561085432117, 125, 78, 58, 'Female', 83.77231554666284, 1.6209349407733988, 0.058750112, 47, 31.883746826815255, 93.66666666666667, 'High Risk'),
(38636, 61, 14, '58:45.8', 36.18374543352011, 99.44326943741093, 110, 72, 53, 'Female', 88.34398857547183, 1.7693600476747031, 0.10844899279326789, 38, 28.21919169357612, 84.66666666666667, 'Low Risk'),
(38637, 64, 16, '57:45.8', 36.724425548010856, 99.54633185356793, 117, 73, 68, 'Male', 66.02400705071742, 1.8907780730306767, 0.14191138910187667, 44, 18.46803819225704, 87.66666666666667, 'High Risk'),
(38638, 80, 19, '56:45.8', 36.57907198014957, 99.18258826, 132, 77, 18, 'Female', 73.8823411, 1.5517814847091373, 0.11899700723399809, 55, 30.681706910721427, 95.33333333333333, 'High Risk'),
(38639, 87, 12, '55:45.8', 36.28710116777185, 95.67896327234888, 138, 80, 74, 'Female', 59.75492421830282, 1.8212914035972574, 0.054059794, 58, 18.014193543111915, 99.33333333333333, 'High Risk'),
(38640, 82, 15, '54:45.8', 37.16575966249833, 95.27259194248956, 111, 74, 62, 'Female', 60.285180556429964, 1.9376552419112447, 0.10717670048246501, 37, 16.056746498238834, 86.33333333333333, 'High Risk'),
(38641, 69, 18, '53:45.8', 36.74451132, 95.39863305002586, 124, 76, 42, 'Female', 57.285264570659365, 1.7970330663449237, 0.074249652, 48, 17.739067503098024, 92, 'High Risk'),
(38642, 98, 14, '52:45.8', 36.15532051193289, 98.97665612164431, 110, 88, 76, 'Male', 82.18976164305953, 1.5439585385831731, 0.10154292579442546, 22, 34.47834838904025, 95.33333333333333, 'High Risk'),
(38643, 71, 19, '51:45.8', 36.151035777748255, 98.36937918246325, 127, 76, 64, 'Female', 68.50215075349449, 1.969237325, 0.083027875, 51, 17.664774168974308, 93, 'High Risk'),
(38644, 93, 17, '50:45.8', 36.07981778682696, 98.30342258, 119, 74, 65, 'Male', 74.54465625665244, 1.5205801913713834, 0.123248456, 45, 32.24020979, 89, 'High Risk'),
(38645, 76, 17, '49:45.8', 36.26116961166108, 96.49860818394319, 121, 71, 33, 'Female', 93.25231723821912, 1.7400736685522116, 0.059847193, 50, 30.798131014705064, 87.66666666666666, 'High Risk'),
(38646, 85, 18, '48:45.8', 36.56977442583359, 96.62465985550936, 118, 85, 24, 'Male', 95.79336237805097, 1.773430196960145, 0.05584015, 33, 30.458409352970712, 96, 'High Risk'),
(38647, 94, 14, '47:45.8', 37.15521717374491, 96.73435072666413, 110, 77, 19, 'Female', 63.60795743148217, 1.7877334372041178, 0.12472564296679671, 33, 19.90242167958557, 88, 'High Risk'),
(38648, 88, 15, '46:45.8', 36.00543094682028, 97.78402908765712, 123, 89, 36, 'Male', 81.38098792910978, 1.56390159, 0.094426971, 34, 33.27393128279211, 100.33333333333333, 'High Risk'),
(38649, 91, 19, '45:45.8', 36.81749382859124, 95.31150282673406, 115, 78, 61, 'Male', 70.28493844729005, 1.6566695903063393, 0.074281063, 37, 25.608873092353765, 90.33333333333333, 'High Risk'),
(38650, 75, 13, '44:45.8', 36.641798720251195, 97.22224414677727, 123, 78, 73, 'Female', 64.07412908722198, 1.9279026690383088, 0.058080765, 45, 17.23901718833935, 93, 'High Risk'),
(38651, 60, 16, '43:45.8', 37.18829400379197, 95.93750648, 129, 72, 46, 'Female', 56.82943187605443, 1.550259308596768, 0.075783967, 57, 23.646377518515447, 91, 'Low Risk'),
(38652, 68, 19, '42:45.8', 36.68766356754192, 95.64842967095436, 117, 78, 70, 'Female', 54.906920459222796, 1.7926315149773338, 0.078148823, 39, 17.086182151383042, 91, 'High Risk'),
(38653, 94, 18, '41:45.8', 37.046160833769356, 95.19159531827111, 122, 72, 89, 'Female', 82.94060934290162, 1.7605568121078603, 0.13322437654900843, 50, 26.758830807828787, 88.66666666666666, 'High Risk'),
(38654, 89, 16, '40:45.8', 36.557521102386005, 99.04622026034563, 114, 74, 43, 'Male', 59.678422820430306, 1.8440919347534979, 0.072870933, 40, 17.548992979453402, 87.33333333333333, 'High Risk'),
(38655, 93, 13, '39:45.8', 37.30426614309343, 95.77892714328837, 111, 73, 20, 'Male', 51.393991032142864, 1.591245928291193, 0.10170489771164357, 38, 20.297274896569576, 85.66666666666667, 'High Risk'),
(38656, 91, 13, '38:45.8', 37.34712626666495, 99.25141524639565, 129, 88, 22, 'Female', 81.46062839585619, 1.9084700589727395, 0.14281419363800668, 41, 22.36541979079546, 101.66666666666667, 'High Risk'),
(38657, 79, 13, '37:45.8', 36.03367352260129, 97.74308868821866, 127, 85, 48, 'Female', 59.15124164809438, 1.8178836740344622, 0.1285049724845731, 42, 17.899120287007474, 99, 'High Risk'),
(38658, 66, 19, '36:45.8', 37.07120672, 99.27685268359424, 128, 89, 72, 'Female', 98.20596844594343, 1.5315046058749522, 0.1175529559040332, 39, 41.86983681313876, 102, 'High Risk'),
(38659, 92, 16, '35:45.8', 36.06176732, 99.69048983412983, 113, 75, 18, 'Male', 63.129881467504845, 1.7355264030959943, 0.11599041838390632, 38, 20.959094879681558, 87.66666666666667, 'High Risk'),
(38660, 62, 12, '34:45.8', 36.901250679974105, 98.79637505490656, 117, 70, 51, 'Female', 92.76617927873835, 1.9816052857505513, 0.083600871, 47, 23.624105086545367, 85.66666666666667, 'Low Risk'),
(38661, 73, 12, '33:45.8', 36.358917541300464, 99.01140930119863, 132, 89, 33, 'Male', 54.709936774157526, 1.5179269715113963, 0.064722153, 43, 23.744578090832203, 103.33333333333333, 'Low Risk'),
(38662, 72, 16, '32:45.8', 37.351046641728765, 97.65455139023042, 128, 76, 75, 'Male', 58.07954857376312, 1.7791863034972202, 0.081683546, 52, 18.347647124029145, 93.33333333333333, 'High Risk'),
(38663, 89, 15, '31:45.8', 37.14480263217059, 97.77799811164759, 119, 88, 89, 'Female', 82.95882260948608, 1.9991908327303678, 0.11216720541043704, 31, 20.75649773338168, 98.33333333333333, 'Low Risk'),
(38664, 88, 14, '30:45.8', 37.01828331466549, 98.68937263824786, 124, 88, 88, 'Male', 72.02228468779187, 1.986497133723017, 0.1476089188754583, 36, 18.251182526344284, 100, 'High Risk'),
(38665, 86, 15, '29:45.8', 37.298399112298064, 96.01490642908176, 129, 89, 86, 'Female', 57.28873646020333, 1.6890280740820547, 0.11900483651618271, 40, 20.081470299134676, 102.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(38666, 71, 12, '28:45.8', 36.778472663795455, 96.26445158772148, 111, 77, 37, 'Female', 59.35204436697474, 1.907764738863905, 0.14178951125301176, 34, 16.307449705116824, 88.33333333333333, 'High Risk'),
(38667, 75, 13, '27:45.8', 36.60071238986234, 96.39811616328123, 122, 73, 76, 'Male', 70.53154488276547, 1.5885007340208146, 0.11365989310895286, 49, 27.951721260559356, 89.33333333333333, 'Low Risk'),
(38668, 87, 12, '26:45.8', 37.105290304346184, 96.12988667, 136, 78, 40, 'Male', 60.57885270373865, 1.7251612700737053, 0.067158862, 58, 20.35455652862425, 97.33333333333333, 'Low Risk'),
(38669, 61, 16, '25:45.8', 36.48405907007416, 95.74848141984668, 125, 87, 64, 'Female', 68.13917632325314, 1.5187992252645373, 0.064222551, 38, 29.539024265418526, 99.66666666666667, 'Low Risk'),
(38670, 80, 15, '24:45.8', 36.58491044351156, 99.55015189780775, 119, 75, 24, 'Male', 86.51784322746337, 1.676167278316807, 0.062123531670522425, 44, 30.794344791722477, 89.66666666666667, 'High Risk'),
(38671, 89, 12, '23:45.8', 37.24410949928433, 96.22238317319385, 126, 79, 29, 'Female', 63.80985578363825, 1.5599190738810773, 0.1373436417138062, 47, 26.223075551817022, 94.66666666666667, 'Low Risk'),
(38672, 67, 17, '22:45.8', 36.3091455, 97.38651359255103, 123, 77, 30, 'Male', 51.78933287861198, 1.7392126581272935, 0.074879798, 46, 17.121229215279996, 92.33333333333333, 'High Risk'),
(38673, 86, 15, '21:45.8', 36.910437610682784, 96.29615877, 115, 78, 21, 'Male', 59.67799122468014, 1.9721371132334096, 0.057810670002380826, 37, 15.344049261729008, 90.33333333333333, 'High Risk'),
(38674, 81, 17, '20:45.8', 36.33603639890919, 95.83726205632499, 129, 88, 23, 'Male', 95.63356866314115, 1.9445687162082714, 0.053585648, 41, 25.29087021598907, 101.66666666666667, 'Low Risk'),
(38675, 95, 14, '19:45.8', 36.21992935, 98.84667155879409, 133, 85, 59, 'Female', 74.15589867373387, 1.9825783559077461, 0.062427677, 48, 18.866223764967327, 101, 'High Risk'),
(38676, 96, 17, '18:45.8', 37.07516629961799, 96.84800549996054, 111, 84, 55, 'Male', 95.44258147752817, 1.8142581119918924, 0.085711863, 27, 28.99639653158336, 93, 'High Risk'),
(38677, 66, 18, '17:45.8', 37.07817370515171, 99.17114910874575, 117, 88, 60, 'Female', 79.27025655353404, 1.612372742038498, 0.12687111711055304, 29, 30.49154065229712, 97.66666666666667, 'High Risk'),
(38678, 61, 12, '16:45.8', 37.02017357596731, 97.26593204, 110, 79, 42, 'Male', 65.86752506397717, 1.6613418006808993, 0.055362453773528865, 31, 23.864556100965153, 89.33333333333333, 'Low Risk'),
(38679, 65, 16, '15:45.8', 37.493757, 96.80726115, 121, 85, 70, 'Male', 87.69011468891297, 1.6875961712201695, 0.14354110310106927, 36, 30.790275533483605, 97, 'High Risk'),
(38680, 79, 15, '14:45.8', 36.35349409, 96.45039280586477, 134, 82, 60, 'Male', 94.46366383433174, 1.7626395240425612, 0.063744813, 52, 30.404493821722884, 99.33333333333333, 'High Risk'),
(38681, 89, 18, '13:45.8', 36.98475120285238, 95.36911767904185, 131, 77, 35, 'Female', 78.55032129373886, 1.7407990252413177, 0.088874719, 54, 25.920936974559115, 95, 'Low Risk'),
(38682, 78, 16, '12:45.8', 37.20832204983975, 98.66951729055864, 128, 72, 55, 'Female', 74.39242670805307, 1.927613219204083, 0.070342002, 56, 20.021146057251535, 90.66666666666666, 'Low Risk'),
(38683, 73, 13, '11:45.8', 36.77938548865433, 99.93648297, 119, 83, 43, 'Male', 85.55409591, 1.5930046149095753, 0.092722971, 36, 33.713724875424056, 95, 'High Risk'),
(38684, 97, 18, '10:45.8', 36.150974081663485, 96.29888296810172, 128, 76, 23, 'Female', 98.60382915874234, 1.668087981, 0.12160746486227743, 52, 35.43691233954037, 93.33333333333333, 'High Risk'),
(38685, 89, 18, '09:45.8', 36.086598686374515, 98.95409425066417, 129, 84, 83, 'Male', 96.28382058557521, 1.5890168690735207, 0.11025175355825131, 45, 38.13258960965969, 99, 'High Risk'),
(38686, 90, 18, '08:45.8', 36.73102104329244, 98.51840821, 130, 74, 29, 'Male', 67.44453575234823, 1.7002059852268898, 0.074433261, 56, 23.331555194825143, 92.66666666666666, 'Low Risk'),
(38687, 98, 17, '07:45.8', 37.285199059872376, 96.58052492261933, 114, 80, 77, 'Female', 78.70839522, 1.7181427354124357, 0.085712022, 34, 26.66260491257089, 91.33333333333333, 'High Risk'),
(38688, 92, 15, '06:45.8', 36.30801975526791, 95.27429381183913, 134, 79, 54, 'Female', 77.78837712118653, 1.7092328401186583, 0.053311663, 55, 26.62638786391023, 97.33333333333333, 'High Risk'),
(38689, 60, 15, '05:45.8', 36.136886866116434, 96.19422452285201, 136, 86, 20, 'Male', 88.40874481597291, 1.9265561697957074, 0.06309803, 50, 23.819457909956597, 102.66666666666666, 'Low Risk'),
(38690, 90, 17, '04:45.8', 37.39783971026276, 99.79480217311733, 118, 71, 81, 'Male', 89.43219080300135, 1.5001162440243114, 0.14198762991112296, 47, 39.74148050538204, 86.66666666666667, 'High Risk'),
(38691, 77, 18, '03:45.8', 36.53794970855463, 97.11778161069016, 132, 89, 67, 'Female', 63.12523279984438, 1.842834076144058, 0.12347369207554187, 43, 18.58790842567165, 103.33333333333333, 'Low Risk'),
(38692, 98, 14, '02:45.8', 36.158943843174505, 95.08162330082007, 133, 83, 25, 'Male', 82.50463777147723, 1.9989075926034534, 0.084336138, 50, 20.64871008619183, 99.66666666666666, 'High Risk'),
(38693, 88, 13, '01:45.8', 36.768110178574865, 97.39684623465796, 135, 85, 21, 'Male', 78.06738457891963, 1.6629385657739117, 0.10436476223826738, 50, 28.230412186120443, 101.66666666666666, 'Low Risk'),
(38694, 69, 13, '00:45.8', 36.70135680019483, 95.54852462088418, 123, 83, 31, 'Male', 65.98235345847324, 1.7105100063626553, 0.077983848, 40, 22.551558658502124, 96.33333333333333, 'Low Risk'),
(38695, 75, 18, '59:45.8', 37.05156511, 97.39332180880814, 115, 70, 26, 'Male', 74.20832992, 1.6989045864188628, 0.090073993, 45, 25.71074613628055, 85, 'Low Risk'),
(38696, 71, 17, '58:45.8', 37.482691546016596, 96.04227981777345, 114, 75, 40, 'Male', 50.787192247405855, 1.7363389572214527, 0.1412845478773771, 39, 16.845549606647946, 88, 'High Risk'),
(38697, 80, 17, '57:45.8', 37.406161018752556, 97.66014064241614, 128, 89, 43, 'Male', 86.41674592897853, 1.714455107847403, 0.07935079, 39, 29.399887803446397, 102, 'Low Risk'),
(38698, 68, 17, '56:45.8', 36.48967450252603, 96.66361196242637, 119, 76, 49, 'Female', 97.31614832353065, 1.9381364288495218, 0.076379252, 43, 25.906946160249074, 90.33333333333333, 'Low Risk'),
(38699, 62, 18, '55:45.8', 36.30684373, 96.79964800077427, 130, 83, 20, 'Male', 87.12793586974026, 1.9786331866731182, 0.086672471, 47, 22.254961501442388, 98.66666666666667, 'Low Risk'),
(38700, 81, 16, '54:45.8', 37.348979962906206, 96.01011924, 124, 77, 38, 'Female', 95.19883750024248, 1.6610512259858432, 0.11008975617568176, 47, 34.50369395212109, 92.66666666666667, 'High Risk'),
(38701, 96, 18, '53:45.8', 36.71147879, 99.13504977643781, 120, 79, 57, 'Male', 73.27934571822423, 1.6756690441818036, 0.13814048692051278, 41, 26.097871571823653, 92.66666666666667, 'High Risk'),
(38702, 75, 14, '52:45.8', 37.03789788154339, 96.77012206, 129, 74, 88, 'Male', 52.28468830580018, 1.7514081601802902, 0.084288805, 55, 17.045109111209527, 92.33333333333333, 'High Risk'),
(38703, 89, 19, '51:45.8', 37.18668894732305, 99.10334525001984, 129, 83, 79, 'Male', 64.76230500142385, 1.7701337566907576, 0.053449368, 46, 20.668555682499743, 98.33333333333333, 'Low Risk'),
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(38880, 60, 14, '54:45.8', 36.12513029522565, 95.76481105746343, 122, 74, 35, 'Female', 79.23592695802283, 1.9443256296066458, 0.098150636, 48, 20.959655542289628, 90, 'Low Risk'),
(38881, 83, 19, '53:45.8', 37.07137484119654, 95.23701843670689, 134, 76, 39, 'Male', 94.57075145823725, 1.9805613182464565, 0.055481507801251745, 58, 24.109058707772448, 95.33333333333333, 'Low Risk'),
(38882, 96, 19, '52:45.8', 36.643242997358534, 96.71507959425223, 122, 84, 62, 'Female', 92.07961557425219, 1.9458370310964064, 0.14504744692819646, 38, 24.319271944218084, 96.66666666666667, 'High Risk'),
(38883, 73, 17, '51:45.8', 36.55252636092063, 99.19406474565773, 135, 70, 43, 'Male', 75.52370244899129, 1.874015074910286, 0.093485209, 65, 21.504884398455793, 91.66666666666666, 'Low Risk'),
(38884, 87, 12, '50:45.8', 36.45973887869856, 95.85202109701878, 116, 75, 72, 'Female', 93.58667107352011, 1.738486691960179, 0.10169644934005012, 41, 30.965012411245027, 88.66666666666667, 'High Risk'),
(38885, 62, 19, '49:45.8', 36.84137806353602, 97.46452495925712, 116, 74, 50, 'Female', 68.01454956189022, 1.5405029224950204, 0.10782584598192776, 42, 28.660038740112164, 88, 'Low Risk'),
(38886, 91, 14, '48:45.8', 37.22478912586615, 96.39204982197815, 127, 77, 89, 'Male', 78.19460842949088, 1.5844172490551256, 0.13839429371329634, 50, 31.148539317364758, 93.66666666666666, 'High Risk'),
(38887, 61, 13, '47:45.8', 37.38160276, 99.33434299770026, 135, 78, 40, 'Female', 54.56038066115641, 1.9092176412515323, 0.10311821881225652, 57, 14.968094433372306, 97, 'High Risk'),
(38888, 73, 19, '46:45.8', 36.873628108740014, 99.40396187767016, 120, 78, 48, 'Female', 81.85494305802027, 1.934203219055412, 0.11571883769207032, 42, 21.87966696582718, 92, 'Low Risk'),
(38889, 67, 16, '45:45.8', 36.83137853046583, 95.12133135, 118, 82, 78, 'Male', 66.42419108, 1.6858829607614445, 0.13628354245261562, 36, 23.37068445614309, 94, 'Low Risk'),
(38890, 97, 14, '44:45.8', 36.349489693989064, 97.63404187770415, 115, 72, 27, 'Male', 89.15724253989185, 1.5700206734121454, 0.063885177, 43, 36.16978156543329, 86.33333333333333, 'High Risk'),
(38891, 68, 17, '43:45.8', 36.37369093764679, 95.61950523674432, 138, 71, 88, 'Male', 53.39567321528855, 1.8109307296271075, 0.080611731, 67, 16.28179902998615, 93.33333333333333, 'High Risk'),
(38892, 89, 19, '42:45.8', 36.59669769, 95.26046564, 129, 86, 86, 'Female', 65.26287979666309, 1.734144617642048, 0.083696882, 43, 21.70179261513265, 100.33333333333333, 'Low Risk'),
(38893, 80, 18, '41:45.8', 37.01392317574222, 96.35513564007816, 131, 79, 30, 'Male', 96.11641915946576, 1.9477173912253718, 0.070317142, 52, 25.336446181975813, 96.33333333333333, 'Low Risk'),
(38894, 84, 17, '40:45.8', 37.33128081559997, 98.64555159049152, 126, 73, 87, 'Male', 75.03709466933438, 1.688885340188879, 0.13482285779460285, 53, 26.307263722954737, 90.66666666666666, 'Low Risk'),
(38895, 63, 19, '39:45.8', 36.58186582, 95.72049520322791, 131, 79, 83, 'Female', 50.40682014264731, 1.9827229332053669, 0.084828812, 52, 12.822279563017165, 96.33333333333333, 'High Risk'),
(38896, 83, 12, '38:45.8', 37.41253956519755, 96.83672735365361, 121, 70, 19, 'Male', 67.12005838, 1.7592981955093423, 0.076524617, 51, 21.685698283791243, 87, 'Low Risk'),
(38897, 64, 18, '37:45.8', 36.36704565147686, 96.80102287413587, 111, 79, 79, 'Male', 90.42514875, 1.9308379778993041, 0.11368398102342465, 32, 24.25479269074318, 89.66666666666667, 'Low Risk'),
(38898, 94, 18, '36:45.8', 36.34706025636173, 98.44702759326275, 126, 72, 74, 'Male', 99.14324398542384, 1.7813249845919894, 0.080351963, 54, 31.244732181800693, 90, 'High Risk'),
(38899, 91, 14, '35:45.8', 36.73723188453461, 99.10402833, 118, 83, 22, 'Female', 56.55475560994416, 1.9729388176346565, 0.077200637, 35, 14.52920645, 94.66666666666667, 'High Risk'),
(38900, 60, 14, '34:45.8', 36.657455449851746, 99.07852953647071, 122, 89, 34, 'Female', 70.85423824, 1.8748405726748134, 0.1316715591645986, 33, 20.157522189554808, 100, 'Low Risk'),
(38901, 84, 19, '33:45.8', 36.71713316777896, 96.20555296, 130, 75, 71, 'Female', 81.40493563244821, 1.5956134418261976, 0.088515648, 55, 31.973881769612422, 93.33333333333333, 'High Risk'),
(38902, 78, 14, '32:45.8', 36.97930656378058, 95.31048976751424, 124, 74, 88, 'Female', 75.08950514412938, 1.8435534605198676, 0.083296953, 50, 22.09366527821658, 90.66666666666666, 'Low Risk'),
(38903, 89, 19, '31:45.8', 36.82404358789664, 96.98763837156723, 118, 85, 54, 'Female', 68.90457414589247, 1.719479239432374, 0.060404847, 33, 23.30527219828885, 96, 'Low Risk'),
(38904, 96, 15, '30:45.8', 37.44731320386359, 95.31051640172245, 110, 87, 88, 'Female', 65.01085348, 1.646375636555671, 0.10852315572316094, 23, 23.984352934589314, 94.66666666666667, 'High Risk'),
(38905, 75, 19, '29:45.8', 37.156990559663114, 97.33532048, 135, 88, 27, 'Female', 92.15177549063009, 1.6965734360951923, 0.10700869851463043, 47, 32.01535940560395, 103.66666666666667, 'High Risk'),
(38906, 72, 12, '28:45.8', 36.1759516, 97.74564512305135, 120, 77, 87, 'Female', 80.17871926003644, 1.9528428072273953, 0.14368866576426098, 43, 21.024445079976818, 91.33333333333333, 'Low Risk'),
(38907, 98, 15, '27:45.8', 36.62591820847533, 96.90287727358913, 123, 81, 44, 'Male', 62.047620599100576, 1.679699388996934, 0.098235862, 42, 21.991862088076477, 95, 'High Risk'),
(38908, 82, 13, '26:45.8', 36.375527563897315, 99.63364572448103, 112, 76, 82, 'Male', 54.64697277861729, 1.688308809181342, 0.076724319, 36, 19.17177554250033, 88, 'Low Risk'),
(38909, 63, 16, '25:45.8', 36.370626278177276, 99.35682136753545, 111, 83, 53, 'Female', 50.89436922419261, 1.8094994985114876, 0.14441526012959457, 28, 15.54364260594871, 92.33333333333333, 'High Risk'),
(38910, 95, 12, '24:45.8', 37.138820859597914, 98.30498636847157, 122, 73, 18, 'Female', 63.83684198947414, 1.799060587, 0.14967228944972932, 49, 19.72331066957626, 89.33333333333333, 'High Risk'),
(38911, 98, 14, '23:45.8', 36.56397119219206, 98.66252887, 113, 76, 30, 'Female', 83.53909085017527, 1.9933277241527105, 0.098026771, 37, 21.02482212298172, 88.33333333333333, 'High Risk'),
(38912, 92, 12, '22:45.8', 36.01854648621036, 97.36896036664234, 113, 78, 28, 'Female', 73.00521556, 1.6204245516205638, 0.06627445, 35, 27.803294390514782, 89.66666666666667, 'High Risk'),
(38913, 86, 15, '21:45.8', 37.33514448810176, 97.58929788062785, 138, 70, 37, 'Female', 77.53079890994987, 1.8538772091222033, 0.12813873380011587, 68, 22.558609594871662, 92.66666666666666, 'Low Risk'),
(38914, 68, 17, '20:45.8', 36.33272733403585, 96.17277921335591, 126, 78, 78, 'Male', 86.07774411564371, 1.501496033946391, 0.12417341096643404, 48, 38.18057792933162, 94, 'High Risk'),
(38915, 68, 18, '19:45.8', 37.19487879826889, 98.71672206479263, 131, 72, 49, 'Male', 83.25761396, 1.9789429984736788, 0.10082780289163432, 59, 21.25971266728817, 91.66666666666666, 'Low Risk'),
(38916, 94, 18, '18:45.8', 36.06693378030533, 95.16710906954435, 116, 79, 34, 'Male', 50.62122999201071, 1.5693568553083057, 0.13947035068010233, 37, 20.553665093665888, 91.33333333333333, 'High Risk'),
(38917, 89, 19, '17:45.8', 37.42860107848295, 98.35455647622008, 127, 75, 72, 'Male', 65.64064631445079, 1.6161100966880662, 0.087840702, 52, 25.13222629, 92.33333333333333, 'Low Risk'),
(38918, 60, 18, '16:45.8', 36.4473133, 98.44196619628448, 128, 76, 43, 'Female', 73.25166616116618, 1.706795956783683, 0.10296081756666146, 52, 25.145153821443955, 93.33333333333333, 'Low Risk'),
(38919, 64, 13, '15:45.8', 36.96204623252091, 98.79141225266511, 120, 77, 87, 'Female', 79.46286228134696, 1.585282072781967, 0.11595237753460076, 43, 31.61921674523427, 91.33333333333333, 'High Risk'),
(38920, 84, 17, '14:45.8', 36.75575262362538, 97.71600308033511, 115, 78, 82, 'Male', 71.40703965, 1.5637920689996732, 0.13244241475857704, 37, 29.20001108573623, 90.33333333333333, 'Low Risk'),
(38921, 90, 14, '13:45.8', 37.12961355542405, 96.98009055646884, 139, 78, 47, 'Female', 93.92435063909753, 1.8244360366921732, 0.1349593380986838, 61, 28.217654869451426, 98.33333333333333, 'Low Risk'),
(38922, 62, 16, '12:45.8', 37.296916347445666, 95.92935209749966, 114, 74, 35, 'Female', 66.83640475810355, 1.8141513288272675, 0.085467002, 40, 20.307948712947677, 87.33333333333333, 'Low Risk'),
(38923, 80, 17, '11:45.8', 36.73013488590305, 98.04168663, 128, 89, 82, 'Male', 53.22344894693759, 1.7504329974806971, 0.1410706130784336, 39, 17.37048844673446, 102, 'High Risk'),
(38924, 67, 19, '10:45.8', 37.356452475002115, 95.55792573598004, 133, 85, 67, 'Male', 64.73396545827961, 1.889604037201258, 0.11040421313635873, 48, 18.129699070664255, 101, 'High Risk'),
(38925, 81, 18, '09:45.8', 37.28148152069666, 99.73945826516798, 117, 83, 88, 'Male', 68.61069685348382, 1.728803234, 0.1423309251573408, 34, 22.956236892934314, 94.33333333333333, 'Low Risk'),
(38926, 99, 16, '08:45.8', 37.083017812686954, 97.35123606, 125, 70, 70, 'Male', 83.44957654997825, 1.9292290083073818, 0.14650481931058268, 55, 22.42108217377743, 88.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(38927, 78, 19, '07:45.8', 37.06348227944805, 99.03977549457923, 112, 79, 37, 'Male', 72.96296955674396, 1.9779226092487732, 0.10040707276126441, 33, 18.650217957431163, 90, 'Low Risk'),
(38928, 80, 15, '06:45.8', 36.871622508495406, 95.09926847652568, 125, 74, 42, 'Female', 99.92645020492745, 1.8015344229557477, 0.076385958, 51, 30.788982024322067, 91, 'High Risk'),
(38929, 69, 12, '05:45.8', 36.50647239217196, 97.16643312386233, 111, 71, 70, 'Female', 95.70112197274409, 1.6396154359857773, 0.11339499350902513, 40, 35.59860935632838, 84.33333333333333, 'High Risk'),
(38930, 82, 14, '04:45.8', 36.41115648811342, 99.46027128992117, 110, 89, 89, 'Female', 54.90936218557985, 1.856880827325311, 0.065825196, 21, 15.92495944203684, 96, 'High Risk'),
(38931, 87, 12, '03:45.8', 36.44428989814237, 96.26237300596338, 138, 88, 50, 'Male', 53.25157806933794, 1.6210809185787494, 0.058172734, 50, 20.263902848316636, 104.66666666666666, 'Low Risk'),
(38932, 98, 12, '02:45.8', 37.21960038990821, 96.74168404097426, 129, 85, 36, 'Male', 88.36390386947237, 1.619558355, 0.12245147948884262, 44, 33.68850145434803, 99.66666666666667, 'High Risk'),
(38933, 89, 14, '01:45.8', 36.85942584371244, 99.57514845751487, 125, 79, 38, 'Male', 86.15034872444517, 1.7883512020275592, 0.062227987959723174, 46, 26.937135931896993, 94.33333333333333, 'Low Risk'),
(38934, 69, 17, '00:45.8', 37.36419806116704, 98.07418015801183, 113, 72, 56, 'Female', 54.516284947639676, 1.715540129465011, 0.11440900620075496, 41, 18.523561433561365, 85.66666666666667, 'Low Risk'),
(38935, 90, 17, '59:45.8', 36.38443405271703, 95.51731571405574, 129, 81, 22, 'Female', 61.38456003660918, 1.9176992563258026, 0.1291206669359029, 48, 16.691606884568778, 97, 'High Risk'),
(38936, 66, 12, '58:45.8', 36.58880336713501, 96.18550413866579, 114, 89, 21, 'Male', 87.39048465218417, 1.5958154842971528, 0.085286569, 25, 34.31616903294892, 97.33333333333333, 'High Risk'),
(38937, 64, 17, '57:45.8', 36.90197286931557, 96.26074769697503, 127, 88, 28, 'Male', 98.80186295750566, 1.848585261793632, 0.12215613878937416, 39, 28.912534304497363, 101, 'Low Risk'),
(38938, 91, 13, '56:45.8', 37.311310076247345, 96.72415631498922, 117, 83, 23, 'Male', 61.707572324294695, 1.7831913344563208, 0.13194746044584638, 34, 19.406292408400088, 94.33333333333333, 'High Risk'),
(38939, 93, 17, '55:45.8', 37.12692033687523, 95.12845052412032, 110, 77, 39, 'Male', 83.70630203656073, 1.8995615720076282, 0.080610773, 33, 23.19804602046514, 88, 'High Risk'),
(38940, 62, 17, '54:45.8', 36.14501823709513, 97.73828185396307, 122, 71, 23, 'Male', 98.47069166712191, 1.5084182426618917, 0.072107986, 51, 43.277626680055704, 88, 'High Risk'),
(38941, 90, 18, '53:45.8', 37.46462281, 95.98989586776771, 134, 89, 29, 'Male', 67.02205250320347, 1.5105986395735402, 0.11087152666968472, 45, 29.37105491, 104, 'Low Risk'),
(38942, 61, 15, '52:45.8', 36.09004861326063, 96.05921055966034, 136, 75, 48, 'Female', 79.49197061929257, 1.563336655749186, 0.14488006129598185, 61, 32.52507011293408, 95.33333333333333, 'High Risk'),
(38943, 65, 18, '51:45.8', 36.87595181254181, 97.28301826535082, 124, 71, 89, 'Male', 94.3370487, 1.8437445288543763, 0.12996420158063293, 53, 27.751137943311875, 88.66666666666666, 'Low Risk'),
(38944, 92, 19, '50:45.8', 36.10461877, 98.62654229158365, 114, 70, 25, 'Male', 74.29788829512694, 1.5098432749381143, 0.093637877, 44, 32.59212915, 84.66666666666667, 'High Risk'),
(38945, 93, 12, '49:45.8', 37.47387728968697, 96.56968236966298, 125, 75, 68, 'Female', 53.633575924432094, 1.904146726418875, 0.088092439, 50, 14.792307723927626, 91.66666666666666, 'High Risk'),
(38946, 90, 17, '48:45.8', 37.41896800517016, 99.64471876, 133, 74, 85, 'Female', 51.04578019980768, 1.6026043011844402, 0.069350898, 59, 19.875004611764666, 93.66666666666666, 'Low Risk'),
(38947, 92, 14, '47:45.8', 37.125521609337696, 95.99692366614684, 138, 72, 21, 'Male', 67.42153004540461, 1.8088503645077594, 0.055555228725301636, 66, 20.60598221215736, 94, 'High Risk'),
(38948, 89, 16, '46:45.8', 37.44672327546083, 99.42438686229436, 133, 81, 28, 'Female', 53.183970576951076, 1.6557840650041638, 0.10239055799340471, 52, 19.398732757118875, 98.33333333333333, 'Low Risk'),
(38949, 69, 13, '45:45.8', 36.340014176225566, 97.14906400695648, 137, 72, 51, 'Female', 83.57212765711932, 1.7123253060892143, 0.1296396094393522, 65, 28.50289079269827, 93.66666666666666, 'Low Risk'),
(38950, 61, 15, '44:45.8', 37.22810241991414, 97.70722400598217, 111, 81, 44, 'Male', 58.49932763342821, 1.8917344680344041, 0.10351067694747079, 30, 16.34671612172953, 91, 'High Risk'),
(38951, 71, 17, '43:45.8', 37.010890010119404, 95.46425000499725, 111, 78, 76, 'Female', 76.62789751667869, 1.7057273682436749, 0.1488063185917861, 33, 26.33708311358306, 89, 'Low Risk'),
(38952, 92, 19, '42:45.8', 36.912992371590114, 95.52191964067931, 136, 89, 37, 'Male', 92.59321370616081, 1.8005186025486521, 0.1304857623397932, 47, 28.561692045029474, 104.66666666666667, 'High Risk'),
(38953, 67, 14, '41:45.8', 37.34183700705018, 99.47513275444616, 137, 85, 38, 'Male', 65.60066145085952, 1.7665386426399403, 0.066510602, 52, 21.02141443871766, 102.33333333333333, 'Low Risk'),
(38954, 98, 17, '40:45.8', 36.79648802859403, 97.22191754, 129, 83, 88, 'Male', 74.35031737437318, 1.6430804091375373, 0.14117843715259143, 46, 27.540079636465343, 98.33333333333333, 'High Risk'),
(38955, 66, 16, '39:45.8', 36.535730654658096, 95.55547750038056, 115, 85, 67, 'Male', 91.15271520058796, 1.8816271729647385, 0.1136283375662202, 30, 25.745566792364738, 95, 'Low Risk'),
(38956, 63, 13, '38:45.8', 36.88796007853462, 99.03399783304445, 110, 88, 39, 'Male', 61.79190602263834, 1.663424509341859, 0.11304404206494484, 22, 22.331885845214828, 95.33333333333333, 'Low Risk'),
(38957, 74, 18, '37:45.8', 36.69292926, 96.75205368236732, 123, 87, 63, 'Male', 51.58313992957856, 1.8123121368736324, 0.065945513, 36, 15.705138723606822, 99, 'High Risk'),
(38958, 71, 15, '36:45.8', 37.31787922636094, 98.71082177355625, 137, 83, 55, 'Male', 86.70375766828798, 1.8164853685921178, 0.12446860967525177, 54, 26.27689899656098, 101, 'Low Risk'),
(38959, 96, 13, '35:45.8', 37.22564436402511, 99.29501952596112, 128, 82, 64, 'Male', 80.40403657446078, 1.9393895041920057, 0.058679433, 46, 21.37704988111453, 97.33333333333333, 'High Risk'),
(38960, 66, 18, '34:45.8', 36.53882427838101, 95.81363942147827, 114, 88, 62, 'Female', 82.42736172739889, 1.5144162099929945, 0.12377140292911307, 26, 35.94023399598408, 96.66666666666667, 'High Risk'),
(38961, 75, 17, '33:45.8', 36.52721279118245, 98.26509423223753, 126, 77, 70, 'Male', 60.629790807278034, 1.8415813087969053, 0.051778615025451474, 49, 17.87739652222225, 93.33333333333333, 'High Risk'),
(38962, 79, 13, '32:45.8', 36.43642492048622, 98.94842285716445, 135, 88, 54, 'Female', 84.55457438634033, 1.9227246843523422, 0.12785345620872732, 47, 22.871934783115744, 103.66666666666667, 'Low Risk'),
(38963, 77, 15, '31:45.8', 37.31073176371582, 98.23929391352868, 120, 87, 26, 'Male', 61.91121531830683, 1.8330065167559952, 0.085324661, 33, 18.426434653681568, 98, 'High Risk'),
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(39141, 65, 19, '33:45.8', 37.074307775985766, 98.50523393250509, 138, 83, 22, 'Male', 65.63563898124092, 1.561768302085628, 0.08114692, 55, 26.909554596823675, 101.33333333333333, 'Low Risk'),
(39142, 79, 14, '32:45.8', 36.45775874835229, 96.65344357470336, 111, 72, 83, 'Male', 96.43514905227372, 1.5690952447514934, 0.12368894415115718, 39, 39.16848228, 85, 'High Risk'),
(39143, 91, 19, '31:45.8', 37.03102094629072, 99.34808003292483, 132, 79, 23, 'Female', 59.34209795, 1.8589308492798922, 0.11674945435565105, 53, 17.17261473500418, 96.66666666666666, 'High Risk'),
(39144, 70, 13, '30:45.8', 37.24606587292244, 95.96352334, 118, 86, 27, 'Male', 55.74761444, 1.9183500475091728, 0.054504221, 32, 15.148532862605341, 96.66666666666667, 'High Risk'),
(39145, 90, 16, '29:45.8', 36.13866199526042, 98.46074077463004, 123, 76, 60, 'Female', 89.09466491970714, 1.8485808594582087, 0.072620694, 47, 26.07202686103557, 91.66666666666667, 'Low Risk'),
(39146, 76, 17, '28:45.8', 37.23954604694688, 97.57869972586802, 134, 80, 64, 'Female', 57.304232910070084, 1.8784548632708353, 0.12554839597310896, 54, 16.239968229524646, 98, 'High Risk'),
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(39177, 89, 16, '57:45.8', 36.24552595, 98.10048935756687, 118, 88, 57, 'Male', 78.18767645295833, 1.643008088, 0.097911261, 30, 28.964024375274825, 98, 'Low Risk'),
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(39181, 72, 16, '53:45.8', 36.00468547578791, 99.42336845468562, 136, 82, 53, 'Female', 96.346801, 1.954176014561447, 0.13334445367340292, 54, 25.229575443613783, 100, 'Low Risk'),
(39182, 87, 19, '52:45.8', 36.10153212975803, 99.62409928236747, 122, 84, 42, 'Female', 95.56638757851672, 1.6679487784498856, 0.050833374894871976, 38, 34.35102896948595, 96.66666666666667, 'High Risk'),
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(39185, 77, 18, '49:45.8', 36.43605221590614, 97.68945948751814, 116, 77, 28, 'Male', 93.72947235381892, 1.9810726019034912, 0.055465048694193546, 39, 23.882258162902644, 90, 'Low Risk'),
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INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(39193, 64, 13, '41:45.8', 36.647045944681466, 95.80322943274594, 122, 81, 36, 'Female', 99.04304580416564, 1.5554545299812512, 0.068808778, 41, 40.93637169720113, 94.66666666666667, 'High Risk'),
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(39197, 61, 14, '37:45.8', 36.33961340936349, 99.56342182, 132, 70, 47, 'Female', 96.92850788985362, 1.6431653976906846, 0.064719379, 62, 35.89954676623505, 90.66666666666666, 'High Risk'),
(39198, 60, 15, '36:45.8', 36.31545596217854, 97.41851441167945, 114, 70, 57, 'Male', 97.11831791, 1.8206592089878735, 0.11095906216441559, 44, 29.29839484060576, 84.66666666666667, 'Low Risk'),
(39199, 86, 13, '35:45.8', 37.20348751313703, 96.80574562896152, 138, 72, 50, 'Male', 98.74194493986174, 1.5401976526968189, 0.10629169821437992, 66, 41.62447443484918, 94, 'High Risk'),
(39200, 83, 15, '34:45.8', 36.84204307, 95.64828849994336, 113, 88, 72, 'Female', 73.74644642155263, 1.9264314096359916, 0.056399698, 25, 19.87165308803773, 96.33333333333333, 'Low Risk'),
(39201, 66, 16, '33:45.8', 36.540331872973226, 96.25043608948863, 132, 87, 27, 'Male', 77.75630315741034, 1.8467874991446331, 0.099097223, 45, 22.798262614113337, 102, 'Low Risk'),
(39202, 87, 14, '32:45.8', 37.32024060486647, 99.35612639926516, 127, 79, 28, 'Male', 54.54117082509088, 1.9092647242522869, 0.086929941, 48, 14.962086441336735, 95, 'High Risk'),
(39203, 71, 13, '31:45.8', 36.5238789, 97.15648871427138, 110, 80, 73, 'Male', 66.04071733532497, 1.6204705697343194, 0.1285936414567241, 30, 25.14950757191339, 90, 'Low Risk'),
(39204, 84, 16, '30:45.8', 36.019917615469026, 99.31240518543161, 129, 79, 78, 'Male', 75.57184098302632, 1.5461176141795039, 0.11730821342548478, 50, 31.61367223, 95.66666666666666, 'High Risk'),
(39205, 79, 17, '29:45.8', 36.80543612538471, 98.93386297, 139, 84, 70, 'Male', 94.58210947636113, 1.583678343908141, 0.14253512704620655, 55, 37.71160705352702, 102.33333333333333, 'High Risk'),
(39206, 75, 15, '28:45.8', 37.06486862748896, 99.29361055842443, 134, 81, 56, 'Female', 50.872337711413664, 1.9484460426026282, 0.13593698089027578, 53, 13.400003995030149, 98.66666666666666, 'High Risk'),
(39207, 85, 15, '27:45.8', 36.39402312168273, 98.29178543992948, 117, 83, 23, 'Female', 97.88148199, 1.9494261767566867, 0.11468076645642292, 34, 25.75650605377691, 94.33333333333333, 'Low Risk'),
(39208, 93, 16, '26:45.8', 36.01526790393119, 98.51122580608721, 136, 78, 45, 'Female', 86.22401223946201, 1.7312410343660556, 0.07573755, 58, 28.76823073128525, 97.33333333333333, 'High Risk'),
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(39210, 70, 17, '24:45.8', 36.07822470073138, 97.07755935445304, 131, 85, 53, 'Male', 72.19143151, 1.6435827588554224, 0.052068034, 46, 26.72406380288833, 100.33333333333333, 'Low Risk'),
(39211, 68, 16, '23:45.8', 36.14884014229105, 97.03794514217776, 131, 77, 26, 'Female', 78.65191974393396, 1.8076849270991655, 0.1183910014658176, 54, 24.069321825497163, 95, 'Low Risk'),
(39212, 63, 19, '22:45.8', 37.12272108, 96.39967497233403, 137, 88, 22, 'Female', 90.68134369906832, 1.8303261754096978, 0.083036717, 49, 27.06829903, 104.33333333333333, 'Low Risk'),
(39213, 86, 16, '21:45.8', 36.554366282079926, 99.24839519, 129, 71, 55, 'Female', 87.59911770342866, 1.5954399846553509, 0.075904905, 58, 34.41428792221751, 90.33333333333333, 'High Risk'),
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(39216, 78, 14, '18:45.8', 36.76096834110174, 95.23544487168242, 116, 71, 25, 'Male', 54.14564476079525, 1.667028409896215, 0.094770177, 45, 19.48397336147912, 86, 'Low Risk'),
(39217, 82, 18, '17:45.8', 36.68375055768947, 97.23362632915529, 136, 80, 81, 'Male', 89.12783296797218, 1.5823010202431878, 0.077937571, 56, 35.59878135, 98.66666666666666, 'High Risk'),
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(39219, 75, 18, '15:45.8', 36.026569172356915, 96.79198154, 123, 89, 75, 'Male', 83.77895819613019, 1.8799238493771868, 0.14763668558340107, 34, 23.705790417301777, 100.33333333333333, 'Low Risk'),
(39220, 65, 13, '14:45.8', 36.411399486296645, 95.73080480994884, 132, 77, 70, 'Male', 79.90130365351274, 1.9735730077364382, 0.077887762, 55, 20.513863989890442, 95.33333333333333, 'Low Risk'),
(39221, 66, 12, '13:45.8', 36.61001563600437, 99.07366875223963, 121, 85, 50, 'Female', 91.27721231331682, 1.7268156087189472, 0.10271579541318601, 36, 30.610500926394177, 97, 'High Risk'),
(39222, 98, 15, '12:45.8', 37.003496528167524, 98.22377859461471, 128, 72, 63, 'Female', 98.76782965380039, 1.6042851771170379, 0.083629805, 56, 38.375351720359745, 90.66666666666666, 'High Risk'),
(39223, 71, 19, '11:45.8', 36.446446929337306, 96.94728542, 123, 84, 31, 'Male', 95.82047560468516, 1.5273235582361901, 0.078918715, 39, 41.07676382180187, 97, 'High Risk'),
(39224, 95, 17, '10:45.8', 37.43432125555822, 99.11444924331336, 122, 70, 73, 'Male', 57.97976756754943, 1.7823758581893965, 0.1479547528750554, 52, 18.250631139815802, 87.33333333333333, 'High Risk'),
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(39401, 78, 19, '13:45.8', 36.73988971534101, 97.86161891878025, 120, 80, 35, 'Female', 91.11715264938269, 1.8895647061462904, 0.14630883234606806, 40, 25.51976100988691, 93.33333333333333, 'Low Risk'),
(39402, 87, 14, '12:45.8', 36.132347907165666, 97.01858149678976, 131, 76, 47, 'Female', 97.22446250078671, 1.9028460675967511, 0.13206461731568092, 55, 26.85148052968959, 94.33333333333333, 'Low Risk'),
(39403, 85, 12, '11:45.8', 36.691344945617445, 95.68560720529335, 132, 80, 26, 'Male', 87.65838381104894, 1.6851597474382125, 0.14123501633422442, 52, 30.868200006277423, 97.33333333333333, 'High Risk'),
(39404, 93, 12, '10:45.8', 36.94288449989574, 98.53884881395611, 120, 79, 53, 'Male', 75.83304889, 1.5527121687562426, 0.11782816824605209, 41, 31.454052259198455, 92.66666666666667, 'High Risk'),
(39405, 91, 18, '09:45.8', 37.186511696093206, 99.60945404, 111, 78, 57, 'Male', 73.69746204, 1.6251596894131608, 0.14511528392748102, 33, 27.903613582216195, 89, 'High Risk'),
(39406, 71, 19, '08:45.8', 36.30207641773603, 97.71185082671735, 121, 70, 57, 'Male', 76.78991774398881, 1.677074383490133, 0.056318511, 51, 27.302319945275023, 87, 'Low Risk'),
(39407, 62, 12, '07:45.8', 36.88231245849507, 97.67105175137014, 111, 72, 88, 'Female', 66.59173495641906, 1.6078520858768142, 0.062491128, 39, 25.758949234818097, 85, 'Low Risk'),
(39408, 85, 12, '06:45.8', 36.40016079478285, 99.09584524742812, 133, 70, 75, 'Male', 80.91315173072516, 1.9884609943563092, 0.099144315, 63, 20.463737940491075, 91, 'Low Risk'),
(39409, 72, 19, '05:45.8', 36.62435468564191, 97.91119793013878, 136, 74, 36, 'Female', 90.11567795930115, 1.5464373436211034, 0.10011590869689313, 62, 37.68215201309437, 94.66666666666666, 'High Risk'),
(39410, 90, 15, '04:45.8', 37.25258600422946, 99.71264906058204, 127, 76, 55, 'Female', 54.867269414450405, 1.913825771965157, 0.083989863, 51, 14.979887437645084, 93, 'High Risk'),
(39411, 74, 14, '03:45.8', 36.34038939826926, 99.29850301394595, 138, 72, 62, 'Male', 51.1699594, 1.588827074238536, 0.084430006, 66, 20.27037620077047, 94, 'Low Risk'),
(39412, 80, 15, '02:45.8', 37.283746738794065, 95.89882396695486, 128, 89, 24, 'Female', 86.83888261072059, 1.6746184330925662, 0.11307680104373033, 39, 30.965813366578825, 102, 'High Risk'),
(39413, 86, 15, '01:45.8', 37.44966842278871, 96.19475180438005, 123, 74, 47, 'Female', 83.82940551727722, 1.6857094406395159, 0.087243625, 49, 29.50060674221254, 90.33333333333333, 'Low Risk'),
(39414, 90, 15, '00:45.8', 36.18911677167437, 95.65060642331521, 138, 71, 51, 'Male', 83.93674638, 1.7926174981211969, 0.13791661901616942, 67, 26.120222259098373, 93.33333333333333, 'Low Risk'),
(39415, 87, 19, '59:45.8', 37.09444788548508, 95.21378141, 118, 78, 77, 'Female', 76.36201078879868, 1.798122664204277, 0.060392034602331425, 40, 23.617761122449668, 91.33333333333333, 'Low Risk'),
(39416, 92, 17, '58:45.8', 37.07502578940135, 98.97961024704168, 132, 85, 22, 'Male', 96.98985051608545, 1.722854417742264, 0.11606751078810135, 47, 32.67601812514671, 100.66666666666667, 'High Risk'),
(39417, 97, 17, '57:45.8', 36.07976847543779, 97.46631377235403, 111, 78, 50, 'Male', 76.75214822011944, 1.723400908107479, 0.14764627545099757, 33, 25.841511051031596, 89, 'High Risk'),
(39418, 90, 12, '56:45.8', 36.06192344579515, 96.34933862, 124, 70, 60, 'Female', 70.92598107212481, 1.5661050046584915, 0.095101634, 54, 28.91768995196491, 88, 'Low Risk'),
(39419, 69, 18, '55:45.8', 36.99336486339857, 99.01246114877266, 125, 88, 63, 'Female', 57.26746182857104, 1.8403128429523452, 0.052313772710839236, 37, 16.909260746458912, 100.33333333333333, 'High Risk'),
(39420, 84, 14, '54:45.8', 36.04449364737905, 95.24471320706485, 133, 76, 86, 'Female', 77.66567403528393, 1.8006719813119973, 0.050896613, 57, 23.952999300823187, 95, 'Low Risk'),
(39421, 81, 16, '53:45.8', 36.91212465631592, 95.87787561451388, 131, 89, 62, 'Male', 99.55443198366976, 1.5835675149093043, 0.13063938687480764, 42, 39.69971879849881, 103, 'High Risk'),
(39422, 70, 13, '52:45.8', 37.254658612016854, 96.33499988518747, 139, 81, 35, 'Male', 94.59025775257444, 1.8709749137423433, 0.096499243, 58, 27.02156385781476, 100.33333333333333, 'Low Risk'),
(39423, 91, 14, '51:45.8', 37.23160469583816, 99.53440410320457, 115, 71, 85, 'Male', 91.80385983782091, 1.528627062145174, 0.056103349, 44, 39.28781295329943, 85.66666666666667, 'High Risk'),
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(39425, 62, 15, '49:45.8', 37.432352261607825, 97.36347445873562, 120, 72, 78, 'Male', 56.50826701, 1.641931594643873, 0.071336926, 48, 20.96051113503381, 88, 'Low Risk'),
(39426, 67, 19, '48:45.8', 36.23010462260735, 95.53986209715772, 136, 83, 32, 'Male', 70.78009003117988, 1.6201348319548852, 0.068350543, 53, 26.965519549046817, 100.66666666666666, 'Low Risk'),
(39427, 85, 15, '47:45.8', 37.49544681396465, 98.87013384591447, 117, 86, 63, 'Male', 90.97216853519429, 1.9929879997014315, 0.074641284, 31, 22.903358964760805, 96.33333333333333, 'Low Risk'),
(39428, 67, 14, '46:45.8', 36.63029562188615, 96.67383940065355, 138, 70, 41, 'Female', 71.56175467610507, 1.6152835494309468, 0.066288253, 68, 27.427324235409618, 92.66666666666666, 'Low Risk'),
(39429, 69, 18, '45:45.8', 37.21746031316419, 99.15973471039726, 136, 88, 18, 'Male', 96.68510155375955, 1.5899059214589808, 0.082218985, 48, 38.24870221522406, 104, 'High Risk'),
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(39434, 97, 19, '40:45.8', 36.86039992862001, 98.73375422059713, 111, 86, 30, 'Male', 53.587481447017495, 1.9029258492154522, 0.13699164739485037, 25, 14.798565361018825, 94.33333333333333, 'High Risk'),
(39435, 90, 15, '39:45.8', 36.740773982574616, 99.02238278728896, 137, 85, 62, 'Female', 61.315228358269316, 1.9973178088975878, 0.12982941882455368, 52, 15.370004735987756, 102.33333333333333, 'High Risk'),
(39436, 89, 16, '38:45.8', 37.27503160498397, 96.19424070299661, 116, 84, 71, 'Male', 98.95978367360735, 1.7958555310046307, 0.086435129, 32, 30.684280493277804, 94.66666666666667, 'High Risk'),
(39437, 90, 17, '37:45.8', 36.93524149630012, 99.95562882584848, 129, 83, 23, 'Male', 63.73949304999377, 1.8796882364922924, 0.11244701491105114, 46, 18.04001764392356, 98.33333333333333, 'High Risk'),
(39438, 89, 12, '36:45.8', 36.05089155, 95.72392098448181, 123, 73, 33, 'Female', 65.68359869, 1.6901236372679644, 0.055576105, 50, 22.99428912152736, 89.66666666666666, 'Low Risk'),
(39439, 64, 19, '35:45.8', 37.109861758855644, 95.21956417361193, 121, 75, 59, 'Female', 70.70080017059372, 1.502470955, 0.05995857, 46, 31.319308053544738, 90.33333333333333, 'High Risk'),
(39440, 73, 16, '34:45.8', 36.05788694996927, 99.13176221640862, 131, 72, 66, 'Female', 73.74504507203008, 1.9896815326452533, 0.1256993957960848, 59, 18.627977613120198, 91.66666666666666, 'Low Risk'),
(39441, 66, 17, '33:45.8', 36.33536046, 99.22392925232023, 121, 72, 80, 'Male', 86.69728352, 1.502009476, 0.1386695309693933, 49, 38.429093907057535, 88.33333333333333, 'High Risk'),
(39442, 76, 18, '32:45.8', 36.72799489557666, 99.95433176841186, 133, 84, 78, 'Female', 97.52204317381705, 1.9170196849624617, 0.093846566, 49, 26.536866928290028, 100.33333333333333, 'Low Risk'),
(39443, 82, 16, '31:45.8', 36.302619546717224, 97.36916560954499, 139, 85, 76, 'Male', 52.871101925015765, 1.5189014007437052, 0.11805102273154107, 54, 22.917075562554825, 103, 'Low Risk'),
(39444, 84, 14, '30:45.8', 36.01015970125123, 98.20655013307204, 121, 86, 26, 'Male', 89.14712510478716, 1.7707290367961148, 0.051938958273488045, 35, 28.431719393866235, 97.66666666666667, 'Low Risk'),
(39445, 69, 16, '29:45.8', 36.43071701811986, 97.62919271, 116, 75, 37, 'Male', 82.62279439102664, 1.797082928226325, 0.1255250059208526, 41, 25.58371698474094, 88.66666666666667, 'Low Risk'),
(39446, 75, 19, '28:45.8', 36.74568660126153, 98.27720321023344, 137, 86, 37, 'Female', 54.57079233224192, 1.9510558771783497, 0.074465166, 51, 14.335764051507864, 103, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(39449, 77, 15, '25:45.8', 36.29924914878588, 97.71102538484594, 129, 75, 20, 'Male', 97.22820329719433, 1.5708049112440143, 0.1126225798106101, 54, 39.40467586930649, 93, 'High Risk'),
(39450, 65, 13, '24:45.8', 36.26023002578091, 95.21536673705926, 120, 74, 83, 'Male', 87.46067666541539, 1.8440626088752188, 0.057204309, 46, 25.719440051363577, 89.33333333333333, 'Low Risk'),
(39451, 93, 18, '23:45.8', 37.11557340352356, 99.38103828785385, 129, 70, 40, 'Female', 72.95379357722564, 1.5405883664783833, 0.090817573, 59, 30.737932457317637, 89.66666666666666, 'High Risk'),
(39452, 80, 13, '22:45.8', 37.15599457197721, 98.88272808964605, 134, 88, 79, 'Female', 54.760981967609496, 1.840190295676806, 0.12319400281481499, 46, 16.171330574136082, 103.33333333333333, 'High Risk'),
(39453, 80, 16, '21:45.8', 36.78554125, 98.16623698843237, 137, 80, 76, 'Male', 86.08421082, 1.729821072617117, 0.13542980718909142, 57, 28.76875950138771, 99, 'Low Risk'),
(39454, 79, 18, '20:45.8', 36.657600528713004, 99.00383852539663, 117, 80, 88, 'Male', 65.03908725716904, 1.8687693075324256, 0.081424055, 37, 18.623575009710894, 92.33333333333333, 'Low Risk'),
(39455, 71, 17, '19:45.8', 37.156416935983444, 97.59392536287802, 123, 85, 62, 'Male', 95.84011518323044, 1.782306131486319, 0.14778072206000828, 38, 30.17051508, 97.66666666666667, 'High Risk'),
(39456, 84, 17, '18:45.8', 37.09198133675237, 95.52091132, 131, 82, 57, 'Male', 92.46948122202218, 1.622271430775056, 0.146322272, 49, 35.13592416049438, 98.33333333333333, 'High Risk'),
(39457, 99, 13, '17:45.8', 37.20274609340129, 99.99345727200574, 121, 85, 33, 'Female', 56.877774123996275, 1.610973077585629, 0.10194305017019109, 36, 21.916238958788504, 97, 'High Risk'),
(39458, 81, 13, '16:45.8', 36.28239083991938, 99.24704671072179, 129, 81, 67, 'Male', 82.37558935957173, 1.8521636909534374, 0.13211151620729578, 48, 24.01263405185529, 97, 'Low Risk'),
(39459, 68, 13, '15:45.8', 37.328780356659685, 98.24765673479718, 110, 88, 22, 'Female', 80.90141785015622, 1.5785624404540675, 0.084710582, 22, 32.46628543770512, 95.33333333333333, 'High Risk'),
(39460, 80, 17, '14:45.8', 36.04784957148588, 97.92671584396545, 114, 74, 47, 'Male', 86.54634320521083, 1.5698675772270305, 0.082311462, 40, 35.11742654021879, 87.33333333333333, 'High Risk'),
(39461, 65, 16, '13:45.8', 37.02318636, 99.34285206524987, 128, 72, 52, 'Male', 86.59643864309606, 1.7707048458073393, 0.12765719786528856, 56, 27.61898282802917, 90.66666666666666, 'Low Risk'),
(39462, 91, 13, '12:45.8', 36.38746215373687, 97.53227246407525, 137, 70, 57, 'Male', 68.44370575831084, 1.8151311351453925, 0.10534390155100035, 67, 20.773874464964905, 92.33333333333333, 'High Risk'),
(39463, 73, 19, '11:45.8', 36.03914761272702, 96.84547983537001, 132, 72, 65, 'Female', 62.80822870964918, 1.9059052756536503, 0.052590456, 60, 17.29075357627592, 92, 'High Risk'),
(39464, 80, 16, '10:45.8', 36.20426652172665, 96.93632654692436, 127, 85, 42, 'Female', 66.23425852, 1.7629891515400213, 0.13553799642678913, 42, 21.309997513388424, 99, 'Low Risk'),
(39465, 76, 16, '09:45.8', 36.190482595215364, 97.83748171519726, 128, 82, 69, 'Female', 51.446314769996285, 1.788849535880822, 0.13546867051102235, 46, 16.077060473041445, 97.33333333333333, 'High Risk'),
(39466, 83, 16, '08:45.8', 37.37072142371303, 99.77477942246286, 135, 73, 56, 'Male', 56.833101724000144, 1.9136454577477728, 0.12428513828958045, 62, 15.519524146753177, 93.66666666666666, 'High Risk'),
(39467, 67, 16, '07:45.8', 37.25362539872641, 98.75387949351193, 121, 84, 46, 'Male', 92.58628564384608, 1.7696628906787997, 0.1069408465868592, 37, 29.56416201581287, 96.33333333333333, 'Low Risk'),
(39468, 86, 18, '06:45.8', 36.78639997210196, 99.22305923822277, 119, 78, 27, 'Male', 71.04370650479437, 1.6235428576915094, 0.08547544, 41, 26.952440534824813, 91.66666666666667, 'Low Risk'),
(39469, 72, 17, '05:45.8', 37.49980731825953, 97.19857659008666, 130, 79, 65, 'Female', 81.53486730363187, 1.5487907280940298, 0.092388114, 51, 33.99052626108342, 96, 'High Risk'),
(39470, 67, 16, '04:45.8', 36.50990706623064, 97.77886089968489, 116, 89, 44, 'Male', 96.66786999289185, 1.7439272416917864, 0.11248516731736061, 27, 31.78523493, 98, 'High Risk'),
(39471, 69, 15, '03:45.8', 36.64131528810569, 97.21181247751187, 125, 82, 21, 'Male', 52.683955513356054, 1.538558432563999, 0.1333689066957579, 43, 22.25616767730232, 96.33333333333333, 'Low Risk'),
(39472, 70, 17, '02:45.8', 36.88175001560222, 95.65214389, 138, 74, 49, 'Male', 94.8902433, 1.9454273683547638, 0.082654791, 64, 25.07214655196974, 95.33333333333333, 'Low Risk'),
(39473, 78, 12, '01:45.8', 37.44381513557634, 98.37439775597062, 125, 88, 59, 'Male', 55.42204474912544, 1.765331252471931, 0.072615733, 37, 17.784027656652373, 100.33333333333333, 'High Risk'),
(39474, 85, 12, '00:45.8', 36.56203577261605, 95.94071238882856, 135, 82, 58, 'Female', 66.52285237605935, 1.9977911870332659, 0.1305074735094289, 53, 16.667508172601888, 99.66666666666666, 'High Risk'),
(39475, 73, 13, '59:45.8', 37.365931018135946, 99.93792123622208, 121, 85, 43, 'Male', 80.31810814495137, 1.5388346115692626, 0.071144301, 36, 33.91794865982699, 97, 'High Risk'),
(39476, 93, 18, '58:45.8', 37.31436459, 98.22868592737512, 138, 73, 63, 'Male', 55.80652101, 1.6053908840030788, 0.1108880918553584, 65, 21.65326366606617, 94.66666666666666, 'High Risk'),
(39477, 64, 19, '57:45.8', 37.36641078640758, 96.78005339030196, 110, 73, 80, 'Female', 90.04002443896299, 1.5693556657231764, 0.12194621649509031, 37, 36.558876843928964, 85.33333333333333, 'High Risk'),
(39478, 91, 16, '56:45.8', 36.93171700478276, 97.59675472857921, 114, 87, 87, 'Male', 77.49366364857181, 1.8146198032359373, 0.13424032240724196, 27, 23.533954053587824, 96, 'High Risk'),
(39479, 97, 16, '55:45.8', 36.32517557316441, 98.83930980686159, 112, 83, 50, 'Male', 52.331311776199925, 1.861763536044101, 0.080259283, 29, 15.097762213915711, 92.66666666666667, 'High Risk'),
(39480, 69, 13, '54:45.8', 37.123323766256604, 99.79575864960067, 112, 72, 58, 'Female', 73.38747950566744, 1.9298066428900418, 0.12933518650729317, 40, 19.705813946567773, 85.33333333333333, 'Low Risk'),
(39481, 74, 14, '53:45.8', 36.997949002567665, 97.73275243011865, 112, 76, 22, 'Female', 50.027758224327556, 1.9287973030725545, 0.067677242, 36, 13.447385715792933, 88, 'High Risk'),
(39482, 76, 19, '52:45.8', 37.351224669750366, 95.65701800335738, 120, 73, 46, 'Female', 54.28644025548766, 1.913841319537012, 0.070281918, 47, 14.821068381978163, 88.66666666666667, 'High Risk'),
(39483, 60, 12, '51:45.8', 37.00120166791641, 98.44816840887648, 120, 88, 23, 'Male', 66.63142074198123, 1.9929817903642744, 0.10360610059446115, 32, 16.775381762448703, 98.66666666666667, 'High Risk'),
(39484, 91, 15, '50:45.8', 36.104343150670935, 96.88988288487454, 138, 80, 24, 'Female', 68.73239224, 1.9645737252787756, 0.14331747367993464, 58, 17.80839570061157, 99.33333333333333, 'High Risk'),
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(39662, 85, 18, '52:45.8', 36.478508489626066, 99.80183829067998, 111, 71, 26, 'Male', 75.11725153865473, 1.7012916968192646, 0.095658852, 40, 25.952674768093654, 84.33333333333333, 'Low Risk'),
(39663, 67, 13, '51:45.8', 36.69694020011699, 96.31821614, 126, 87, 38, 'Female', 97.50836136424314, 1.969662725364304, 0.062569465, 39, 25.133798308712244, 100, 'Low Risk'),
(39664, 87, 12, '50:45.8', 36.47673508546629, 96.57691590199059, 139, 80, 78, 'Female', 76.63903222319074, 1.6796506481318603, 0.08759404, 59, 27.165148796976958, 99.66666666666666, 'Low Risk'),
(39665, 86, 19, '49:45.8', 36.06579189877672, 99.28647185958448, 121, 82, 76, 'Female', 90.24342270297464, 1.9008298263767742, 0.051791431918368186, 39, 24.976356386295095, 95, 'Low Risk'),
(39666, 87, 18, '48:45.8', 36.841412864563516, 99.23951780037028, 129, 88, 50, 'Female', 95.05358513207483, 1.916076972913244, 0.07452509, 41, 25.890628820026294, 101.66666666666667, 'Low Risk'),
(39667, 80, 19, '47:45.8', 36.13142168342307, 97.37131518194586, 111, 83, 30, 'Female', 98.96232470267822, 1.9317729186880142, 0.063045868, 28, 26.519036542841597, 92.33333333333333, 'Low Risk'),
(39668, 68, 12, '46:45.8', 36.507139548716395, 95.10019459050864, 121, 77, 58, 'Female', 58.764302870559305, 1.8119285280665036, 0.11143061802829102, 44, 17.899111060131197, 91.66666666666667, 'High Risk'),
(39669, 83, 18, '45:45.8', 37.40534144304155, 97.86358293, 136, 84, 43, 'Male', 94.52572334150493, 1.8033231005863393, 0.059344705, 52, 29.06718115814702, 101.33333333333333, 'Low Risk'),
(39670, 80, 18, '44:45.8', 37.470061731276715, 99.01485067871833, 126, 75, 35, 'Male', 96.18479678594329, 1.9509043073614887, 0.10207923979848715, 51, 25.271702278098285, 92, 'Low Risk'),
(39671, 66, 18, '43:45.8', 36.873966781473044, 99.35313058792329, 111, 74, 63, 'Male', 99.34656659183385, 1.541048845543498, 0.093828983, 37, 41.83310046902114, 86.33333333333333, 'High Risk'),
(39672, 93, 16, '42:45.8', 36.762622835483974, 97.11187942681657, 124, 71, 49, 'Male', 90.30338891076421, 1.5220320893452408, 0.10995361296565669, 53, 38.98131011375084, 88.66666666666666, 'High Risk'),
(39673, 69, 18, '41:45.8', 36.86523889, 95.626598, 136, 75, 59, 'Male', 65.30983685611642, 1.6730078358437235, 0.056249710175379414, 61, 23.333648361921686, 95.33333333333333, 'Low Risk'),
(39674, 80, 19, '40:45.8', 37.421888933770425, 98.38229944914943, 138, 76, 27, 'Female', 55.53248905271328, 1.9699123419218492, 0.1094962413384275, 62, 14.310451540588511, 96.66666666666666, 'High Risk'),
(39675, 63, 12, '39:45.8', 36.34561037333491, 99.93714963346973, 139, 87, 45, 'Female', 99.19703586, 1.6878287732046604, 0.080163092, 52, 34.8210548, 104.33333333333333, 'High Risk'),
(39676, 78, 16, '38:45.8', 37.36505030770972, 96.79349082712454, 130, 85, 73, 'Female', 64.44128677, 1.517515006594948, 0.1403906370618549, 45, 27.983254026765106, 100, 'Low Risk'),
(39677, 97, 13, '37:45.8', 36.669952449348216, 96.85595125, 113, 73, 46, 'Female', 80.95526195, 1.559590422327421, 0.12836405568853648, 40, 33.28311483659675, 86.33333333333333, 'High Risk'),
(39678, 81, 17, '36:45.8', 36.850183832258686, 95.12803333, 120, 79, 42, 'Male', 56.46486348646329, 1.952127885743195, 0.10271183653844598, 41, 14.817050186972764, 92.66666666666667, 'High Risk'),
(39679, 97, 14, '35:45.8', 36.10585138772558, 99.69308535, 113, 84, 79, 'Male', 88.33057300056527, 1.8781795290844272, 0.059850465, 29, 25.040145165573893, 93.66666666666667, 'High Risk'),
(39680, 65, 17, '34:45.8', 37.19624113, 97.10612883, 125, 79, 84, 'Female', 56.18887744066805, 1.7949654991270942, 0.092209234, 46, 17.439665261536344, 94.33333333333333, 'High Risk'),
(39681, 91, 16, '33:45.8', 36.898101785688546, 95.87169668208529, 136, 71, 81, 'Male', 89.51011064861024, 1.9206286581782823, 0.051043805, 65, 24.265278734145088, 92.66666666666666, 'High Risk'),
(39682, 96, 12, '32:45.8', 36.15666101625807, 99.49174426502113, 112, 75, 33, 'Male', 88.47366249621831, 1.6296439099408306, 0.050468483, 37, 33.314137192907474, 87.33333333333333, 'High Risk'),
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(39685, 68, 12, '29:45.8', 36.57783499328451, 95.94407136203652, 138, 75, 47, 'Male', 51.11584776051599, 1.6923032226605188, 0.084494162, 63, 17.848396494543245, 96, 'High Risk'),
(39686, 98, 15, '28:45.8', 36.03221079387462, 95.05735013, 127, 86, 40, 'Female', 91.20672488448665, 1.6410891262915253, 0.1000858267236556, 41, 33.86589248428636, 99.66666666666667, 'High Risk'),
(39687, 66, 15, '27:45.8', 36.28652823128812, 95.58042601877852, 133, 72, 53, 'Female', 98.37312800329715, 1.7143565988830824, 0.14907501894886938, 61, 33.47142129, 92.33333333333333, 'High Risk'),
(39688, 81, 13, '26:45.8', 37.11039452182617, 96.33954499011192, 138, 73, 66, 'Male', 80.33735966629526, 1.897229744332988, 0.12973849911734084, 65, 22.319152761176774, 94.66666666666666, 'Low Risk'),
(39689, 79, 16, '25:45.8', 37.10104933674906, 96.04192171667798, 133, 72, 62, 'Male', 61.92201554762768, 1.915606083377607, 0.10560832531641484, 61, 16.874568215742134, 92.33333333333333, 'High Risk'),
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(39693, 86, 12, '21:45.8', 37.340883185474546, 96.24460795986505, 138, 70, 33, 'Male', 69.19028194, 1.5872721252742212, 0.073830272, 68, 27.462642366907993, 92.66666666666666, 'Low Risk'),
(39694, 99, 16, '20:45.8', 36.05949973691378, 99.24215589, 110, 85, 54, 'Male', 83.62014949710891, 1.7472427687592291, 0.11503832570936068, 25, 27.3907823, 93.33333333333333, 'High Risk'),
(39695, 85, 18, '19:45.8', 36.652130502095204, 99.00406013795316, 127, 71, 88, 'Female', 69.65757395242854, 1.8341141678982478, 0.14550901956443024, 56, 20.70692514, 89.66666666666666, 'Low Risk'),
(39696, 91, 15, '18:45.8', 36.134702193786964, 95.12715223981712, 125, 89, 79, 'Female', 86.76031857638577, 1.6839549264004368, 0.060381785, 36, 30.595687221333787, 101, 'High Risk'),
(39697, 64, 17, '17:45.8', 36.164373531598024, 95.36633278345737, 121, 89, 24, 'Female', 64.64371212189718, 1.6823777717612942, 0.070775638, 32, 22.83911357866837, 99.66666666666667, 'Low Risk'),
(39698, 74, 13, '16:45.8', 36.69206321368858, 99.02018085759231, 117, 70, 28, 'Female', 57.42518640034579, 1.8807435028313373, 0.13498702705457072, 47, 16.23466282227557, 85.66666666666667, 'High Risk'),
(39699, 75, 14, '15:45.8', 37.07222512, 98.29249618213409, 118, 75, 64, 'Female', 80.98916085421678, 1.6599615139482313, 0.050659204, 43, 29.392116544463892, 89.33333333333333, 'Low Risk'),
(39700, 71, 14, '14:45.8', 36.25933885704096, 97.31621182903494, 132, 77, 76, 'Male', 86.33183362366017, 1.8448754177554942, 0.11570654252598402, 55, 25.365117409419927, 95.33333333333333, 'Low Risk'),
(39701, 74, 14, '13:45.8', 36.30712271171783, 95.66862901316487, 124, 72, 57, 'Male', 60.38223888, 1.9114537732049814, 0.069966893, 52, 16.52652759143153, 89.33333333333333, 'High Risk'),
(39702, 84, 19, '12:45.8', 36.13993563297751, 99.05300411477198, 126, 73, 70, 'Male', 79.08079539699537, 1.5459940110509374, 0.13444124889959852, 53, 33.08684937989507, 90.66666666666666, 'High Risk'),
(39703, 78, 15, '11:45.8', 36.230717161534784, 95.08629428, 122, 79, 86, 'Male', 55.01319118048571, 1.8336917112158075, 0.054248293, 43, 16.361163864353806, 93.33333333333333, 'High Risk'),
(39704, 99, 17, '10:45.8', 36.372046358252724, 98.00383781, 133, 81, 60, 'Male', 81.41641199059111, 1.9980814964488502, 0.12892559925649621, 52, 20.393208675815835, 98.33333333333333, 'High Risk'),
(39705, 91, 17, '09:45.8', 36.59335741126538, 96.32022023561083, 123, 78, 28, 'Male', 58.139574710425435, 1.7024193807950152, 0.072185415, 45, 20.06036085568729, 93, 'High Risk'),
(39706, 73, 12, '08:45.8', 36.51721276880896, 95.61156745075687, 132, 84, 57, 'Male', 87.48918159373571, 1.6212603638333156, 0.077416446, 48, 33.285020087207066, 100, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(39708, 72, 19, '06:45.8', 36.73185184041389, 98.46960764, 131, 83, 19, 'Female', 83.25006761024099, 1.9303889988778113, 0.067462601, 48, 22.340604852377094, 99, 'Low Risk'),
(39709, 85, 16, '05:45.8', 36.115712754459636, 98.41202534150685, 123, 79, 56, 'Female', 77.34207519798136, 1.9288624569523707, 0.14633340931452488, 44, 20.78802834649705, 93.66666666666667, 'Low Risk'),
(39710, 71, 13, '04:45.8', 37.30278108978445, 96.87246582300776, 132, 77, 41, 'Female', 95.98733756853258, 1.9310919141340066, 0.11089498052954741, 55, 25.739971098209743, 95.33333333333333, 'Low Risk'),
(39711, 89, 16, '03:45.8', 36.45232913, 98.83149730262132, 131, 85, 84, 'Male', 99.73651572279519, 1.8545224284638937, 0.11430089043100074, 46, 28.99946675, 100.33333333333333, 'Low Risk'),
(39712, 94, 13, '02:45.8', 37.449304980851764, 95.17518805516615, 124, 78, 24, 'Male', 88.77944783478809, 1.994445721, 0.063730414, 46, 22.31865385, 93.33333333333333, 'High Risk'),
(39713, 85, 15, '01:45.8', 36.29635248889632, 96.90952053530317, 128, 78, 73, 'Male', 63.381048606061746, 1.7018968882091858, 0.13385525786708033, 50, 21.882298179903927, 94.66666666666666, 'Low Risk'),
(39714, 93, 19, '00:45.8', 37.02850693558353, 96.59963482839349, 134, 70, 85, 'Male', 65.70945723, 1.7080253374052727, 0.087322617, 64, 22.52367551772268, 91.33333333333333, 'High Risk'),
(39715, 81, 17, '59:45.8', 36.41354523247887, 96.14483672807528, 111, 89, 39, 'Male', 69.37614158739719, 1.5676854331048102, 0.087837774, 22, 28.228792195699068, 96.33333333333333, 'Low Risk'),
(39716, 63, 12, '58:45.8', 37.12716670574867, 97.67307804249533, 127, 89, 66, 'Female', 89.80478627, 1.9034390458846295, 0.14022066487307575, 38, 24.78686125617989, 101.66666666666667, 'Low Risk'),
(39717, 86, 16, '57:45.8', 37.35693099, 98.33348827222041, 132, 88, 20, 'Female', 86.27139916789164, 1.9146186659755249, 0.14297361963693375, 44, 23.534353056455622, 102.66666666666667, 'Low Risk'),
(39718, 60, 17, '56:45.8', 37.16670259187594, 98.96315008241359, 111, 82, 76, 'Female', 78.01346452784166, 1.893840867928173, 0.10852020706934057, 29, 21.751168703087117, 91.66666666666667, 'Low Risk'),
(39719, 90, 18, '55:45.8', 36.034508013424066, 96.16443536237134, 126, 76, 32, 'Male', 81.56815735232351, 1.6102677978466984, 0.13456348436545748, 50, 31.457516683185347, 92.66666666666666, 'High Risk'),
(39720, 61, 14, '54:45.8', 36.80174964464786, 97.81969468120414, 131, 70, 68, 'Female', 53.35280548476581, 1.838758417207085, 0.080597117, 61, 15.780033235076491, 90.33333333333333, 'High Risk'),
(39721, 66, 13, '53:45.8', 36.39825129784374, 99.51007023844959, 120, 88, 27, 'Female', 56.188883725836256, 1.5164937162908487, 0.13383054339714145, 32, 24.432571256907284, 98.66666666666667, 'Low Risk'),
(39722, 61, 16, '52:45.8', 36.806152954313006, 99.94032021231824, 131, 88, 42, 'Female', 86.78434285541897, 1.598537487272813, 0.10346390472178546, 43, 33.96219322643953, 102.33333333333333, 'High Risk'),
(39723, 70, 14, '51:45.8', 36.828697666582215, 98.43328019639506, 123, 82, 68, 'Male', 68.15908561718865, 1.9607472770706817, 0.093265012, 41, 17.728847912270105, 95.66666666666667, 'High Risk'),
(39724, 75, 13, '50:45.8', 37.24230903713374, 99.96204057, 126, 84, 52, 'Male', 99.05484788302209, 1.900641125, 0.072466109, 42, 27.420507664379457, 98, 'Low Risk'),
(39725, 94, 19, '49:45.8', 36.57259830749217, 97.96457305, 120, 83, 77, 'Female', 91.28693797166699, 1.917118067286491, 0.064741386, 37, 24.837673833469395, 95.33333333333333, 'High Risk'),
(39726, 87, 19, '48:45.8', 36.17303106, 96.60267847822361, 138, 87, 26, 'Male', 55.843309934290566, 1.9966837668874435, 0.088529951, 51, 14.007240246681043, 104, 'High Risk'),
(39727, 73, 17, '47:45.8', 36.85673666660214, 97.04864640363901, 113, 74, 67, 'Male', 74.35462559526073, 1.9633946229329085, 0.056446612, 39, 19.28824867, 87, 'Low Risk'),
(39728, 83, 14, '46:45.8', 36.13853846507318, 97.13240671797386, 112, 76, 34, 'Male', 50.571336616530786, 1.5556488386695542, 0.06234681, 36, 20.896872557260664, 88, 'Low Risk'),
(39729, 84, 16, '45:45.8', 36.420109840837746, 97.41989187794472, 136, 89, 48, 'Male', 98.89817168730502, 1.661842200003975, 0.08902663, 47, 35.81036081657303, 104.66666666666667, 'High Risk'),
(39730, 94, 17, '44:45.8', 36.82028028728045, 95.94704669297197, 127, 89, 33, 'Male', 84.59200423067503, 1.794166621049754, 0.090788898, 38, 26.278693484516204, 101.66666666666667, 'High Risk'),
(39731, 79, 19, '43:45.8', 36.384797862672905, 99.97961146667755, 129, 83, 79, 'Male', 60.86821723934694, 1.987519887134291, 0.071396405, 46, 15.408757349800222, 98.33333333333333, 'High Risk'),
(39732, 80, 13, '42:45.8', 36.77453867220251, 96.39699365288062, 116, 71, 55, 'Male', 73.21074199296805, 1.7160267624503969, 0.1109129053279235, 45, 24.86146377753244, 86, 'Low Risk'),
(39733, 92, 13, '41:45.8', 37.439790504861186, 99.24336283, 134, 88, 57, 'Male', 65.78552889166934, 1.6641219771476345, 0.085712271, 46, 23.755274782163884, 103.33333333333333, 'High Risk'),
(39734, 65, 14, '40:45.8', 37.44016261475941, 98.5362473, 111, 83, 72, 'Female', 93.90466144631645, 1.5636486584075813, 0.12688931890428665, 28, 38.40685962843973, 92.33333333333333, 'High Risk'),
(39735, 81, 19, '39:45.8', 36.82440121266212, 95.52852311947579, 117, 86, 75, 'Female', 90.18103524943817, 1.825527995967123, 0.077078649, 31, 27.06064982382272, 96.33333333333333, 'Low Risk'),
(39736, 77, 12, '38:45.8', 37.10669878755171, 98.66190714, 120, 87, 78, 'Female', 90.98103834684278, 1.8207694619794608, 0.069536885, 33, 27.44359284555852, 98, 'Low Risk'),
(39737, 68, 17, '37:45.8', 37.07798425424879, 97.74495360843231, 119, 82, 66, 'Male', 67.73294808554564, 1.6941809764244002, 0.13258966933128258, 37, 23.59828147910784, 94.33333333333333, 'Low Risk'),
(39738, 84, 14, '36:45.8', 37.08837410606591, 99.29484215663507, 123, 71, 27, 'Female', 80.34570951450476, 1.656007921513075, 0.060818115090599804, 52, 29.29799296986935, 88.33333333333333, 'Low Risk'),
(39739, 60, 15, '35:45.8', 37.18554350061774, 95.45277081480833, 135, 78, 86, 'Male', 57.93630177495609, 1.8256380178620306, 0.1478703571834022, 57, 17.38286780451443, 97, 'High Risk'),
(39740, 98, 15, '34:45.8', 36.295684215554104, 97.36688260342738, 128, 78, 56, 'Male', 91.05033688527828, 1.7030826097917018, 0.059362372, 50, 31.391359766519717, 94.66666666666666, 'High Risk'),
(39741, 71, 16, '33:45.8', 36.50104511255438, 96.27811449050922, 138, 75, 35, 'Male', 77.15727151737924, 1.9369867292917475, 0.14171284209783186, 63, 20.56475646860935, 96, 'Low Risk'),
(39742, 99, 14, '32:45.8', 36.877191405272946, 97.34134397547551, 130, 74, 71, 'Female', 51.69510368497184, 1.5533737045130607, 0.10158597408637995, 56, 21.423849678403155, 92.66666666666666, 'High Risk'),
(39743, 66, 12, '31:45.8', 36.968408347854165, 99.59555097, 137, 88, 72, 'Female', 82.63541125757465, 1.6085070625624334, 0.1098175140398979, 49, 31.93892161726364, 104.33333333333333, 'High Risk'),
(39744, 92, 19, '30:45.8', 37.348146960927174, 96.94941580979946, 110, 89, 31, 'Female', 64.14250549973549, 1.9041058529449277, 0.10188462531131734, 21, 17.691462821770276, 96, 'High Risk'),
(39745, 88, 19, '29:45.8', 36.174318403296596, 97.90079761953558, 124, 82, 53, 'Male', 89.14628188845563, 1.9857303797295989, 0.10339226549756163, 42, 22.60802756725998, 96, 'Low Risk'),
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(39922, 60, 13, '32:45.8', 36.298070222042846, 99.11866480577399, 111, 72, 22, 'Female', 65.16427799753941, 1.5081633744563896, 0.14836903493323422, 39, 28.649220378858264, 85, 'Low Risk'),
(39923, 91, 17, '31:45.8', 37.156615199834654, 99.91956088798922, 110, 75, 73, 'Female', 97.60895520879009, 1.7475881416149943, 0.062834853, 35, 31.960347004634787, 86.66666666666667, 'High Risk'),
(39924, 66, 12, '30:45.8', 37.04948173099768, 98.71215647287465, 110, 73, 74, 'Female', 88.23067271293624, 1.9770964835059872, 0.060030699528492465, 37, 22.57167888546108, 85.33333333333333, 'Low Risk'),
(39925, 74, 12, '29:45.8', 36.04661219382475, 95.41976735833111, 117, 75, 36, 'Male', 99.80270525462856, 1.882130173122846, 0.081263929, 42, 28.17364248684301, 89, 'Low Risk'),
(39926, 62, 14, '28:45.8', 36.12972987915908, 99.35362891976855, 137, 86, 45, 'Female', 52.73677970111515, 1.8575708285781072, 0.069477744, 51, 15.28350073414465, 103, 'High Risk'),
(39927, 92, 15, '27:45.8', 36.83757886, 95.82350532837935, 129, 77, 37, 'Female', 97.46375711960971, 1.7887038172559604, 0.10541314981445854, 52, 30.46255184346595, 94.33333333333333, 'High Risk'),
(39928, 60, 17, '26:45.8', 36.683928237186215, 99.90820829611098, 110, 77, 32, 'Female', 54.84823698762739, 1.8025393881225908, 0.1212323641862013, 33, 16.880804703094615, 88, 'High Risk'),
(39929, 88, 17, '25:45.8', 36.20995552325694, 99.16481779788414, 136, 85, 86, 'Male', 54.16007974236642, 1.6130826018730509, 0.12406730614332073, 51, 20.814504701787005, 102, 'Low Risk'),
(39930, 81, 12, '24:45.8', 36.68328324517059, 96.07277222037057, 118, 73, 22, 'Male', 52.61479830892604, 1.8718493820972522, 0.10859323193960121, 45, 15.016409709478564, 88, 'High Risk'),
(39931, 74, 16, '23:45.8', 36.50181788747064, 99.64686973952163, 119, 76, 57, 'Female', 80.48307798467232, 1.508944186469615, 0.098439815, 43, 35.34746106349956, 90.33333333333333, 'High Risk'),
(39932, 91, 15, '22:45.8', 36.673441808206974, 97.34549346831476, 126, 83, 65, 'Male', 93.23684227297876, 1.9693255227507476, 0.1116238440262009, 43, 24.041000505383952, 97.33333333333333, 'High Risk'),
(39933, 80, 15, '21:45.8', 36.598751751054195, 97.80019898796856, 129, 78, 21, 'Male', 72.64198846894213, 1.9700073145505888, 0.080429498, 51, 18.717681217480887, 95, 'Low Risk'),
(39934, 96, 14, '20:45.8', 36.31803914837625, 97.38022775, 130, 79, 39, 'Male', 69.60566078057721, 1.9462875868793859, 0.057339357946555786, 51, 18.37513485654906, 96, 'High Risk'),
(39935, 73, 13, '19:45.8', 36.59590414481905, 96.21165896147767, 129, 79, 88, 'Female', 53.429102975896384, 1.7730116392438013, 0.11818921946935529, 50, 16.996312580189024, 95.66666666666666, 'High Risk'),
(39936, 61, 19, '18:45.8', 36.51631735835236, 98.21230509, 123, 75, 52, 'Female', 87.46672923154556, 1.5888307591080157, 0.056897046, 48, 34.648752965410054, 91, 'High Risk'),
(39937, 95, 16, '17:45.8', 36.926657058763766, 99.50387027956931, 138, 78, 55, 'Female', 65.13238437505305, 1.7364888464269002, 0.1367660026898578, 60, 21.599961689155663, 98, 'High Risk'),
(39938, 81, 15, '16:45.8', 36.503907618650075, 99.45108009117332, 110, 85, 47, 'Female', 67.60854259776404, 1.8731615225103622, 0.066119055, 25, 19.268642443368577, 93.33333333333333, 'Low Risk'),
(39939, 86, 14, '15:45.8', 36.86907286137068, 98.04746678727702, 132, 87, 81, 'Male', 95.36406192199578, 1.7432024269379367, 0.098276545, 45, 31.382612713607145, 102, 'High Risk'),
(39940, 64, 16, '14:45.8', 37.14840675619974, 98.62161229, 123, 86, 82, 'Male', 95.02622532763186, 1.813236529675831, 0.075978767, 37, 28.902443357151885, 98.33333333333333, 'Low Risk'),
(39941, 70, 19, '13:45.8', 36.07580457410916, 97.39597701, 131, 89, 72, 'Female', 68.31773164026004, 1.8289910608437583, 0.14409128196058596, 42, 20.42256430699977, 103, 'Low Risk'),
(39942, 94, 17, '12:45.8', 37.496317272666644, 95.17466489757221, 112, 80, 61, 'Female', 71.57853656467992, 1.7891056595475774, 0.13236712591549343, 32, 22.36200992284806, 90.66666666666667, 'High Risk'),
(39943, 77, 17, '11:45.8', 36.10150837193852, 97.07727331187363, 116, 76, 29, 'Female', 69.31055671362502, 1.8547238522055902, 0.066172531, 40, 20.148414322827808, 89.33333333333333, 'Low Risk'),
(39944, 98, 13, '10:45.8', 36.31419844469191, 97.64035885117553, 115, 71, 40, 'Male', 84.78502978350073, 1.9171774581202379, 0.056260984, 44, 23.067182365497455, 85.66666666666667, 'High Risk'),
(39945, 78, 13, '09:45.8', 37.09958481, 98.80572869390774, 130, 85, 31, 'Female', 87.42734719602436, 1.7807415946671998, 0.050400278, 45, 27.57055411155228, 100, 'Low Risk'),
(39946, 91, 18, '08:45.8', 36.05969536528996, 96.99845564901267, 110, 76, 37, 'Female', 74.07567679618442, 1.572015353211472, 0.14790555130332295, 34, 29.975198071618305, 87.33333333333333, 'High Risk'),
(39947, 64, 14, '07:45.8', 36.83120342, 95.19507748588936, 111, 89, 32, 'Male', 94.85803504463667, 1.9619086782188964, 0.1348152730212961, 22, 24.644303448280617, 96.33333333333333, 'Low Risk'),
(39948, 88, 12, '06:45.8', 36.449822740154254, 97.77936880903862, 138, 78, 42, 'Female', 87.49856959095604, 1.9242265520330366, 0.064150713, 60, 23.631350795628624, 98, 'Low Risk'),
(39949, 93, 17, '05:45.8', 36.14386310942291, 98.43705273223645, 133, 79, 20, 'Female', 78.72513341620495, 1.6953675306314644, 0.099039222, 54, 27.38959954210211, 97, 'High Risk'),
(39950, 85, 18, '04:45.8', 36.83476910114194, 96.84612554505676, 123, 89, 59, 'Female', 75.29452014763106, 1.649653017, 0.14772300860539916, 34, 27.668024959830902, 100.33333333333333, 'Low Risk'),
(39951, 69, 17, '03:45.8', 37.45096071124062, 96.25424883457417, 111, 81, 18, 'Male', 98.81583427186558, 1.6198631184880938, 0.10401013330191215, 30, 37.65909740475499, 91, 'High Risk'),
(39952, 60, 17, '02:45.8', 36.888438233862004, 97.48445938, 114, 84, 69, 'Female', 76.38798399605771, 1.566710543611832, 0.054714761, 30, 31.120568085891705, 94, 'High Risk'),
(39953, 67, 14, '01:45.8', 36.487854003120155, 99.37406347609847, 126, 83, 43, 'Female', 99.54640943334414, 1.8105492670897385, 0.060335970291758446, 43, 30.36721092856886, 97.33333333333333, 'High Risk'),
(39954, 85, 18, '00:45.8', 36.3020647, 99.66620478678666, 130, 84, 27, 'Female', 97.45426155513755, 1.6342870113365775, 0.094102345, 46, 36.487505779946524, 99.33333333333333, 'High Risk'),
(39955, 83, 13, '59:45.8', 36.27335267291484, 95.56506377528707, 111, 84, 42, 'Female', 86.57737939731621, 1.7490578147426694, 0.14660084536503223, 27, 28.30063013949203, 93, 'Low Risk'),
(39956, 65, 16, '58:45.8', 37.44111121915983, 96.32861855720512, 125, 83, 69, 'Male', 82.43819419067421, 1.7178977528550439, 0.10124610725191646, 42, 27.934046181222367, 97, 'Low Risk'),
(39957, 68, 14, '57:45.8', 36.41076635420728, 99.28374647014519, 136, 74, 18, 'Female', 80.10077346710092, 1.521925791614574, 0.11723131273312906, 62, 34.58197207905699, 94.66666666666666, 'High Risk'),
(39958, 94, 18, '56:45.8', 36.172160414031076, 98.07712485506518, 122, 76, 73, 'Female', 72.84353099, 1.9324076237360064, 0.13399250196320706, 46, 19.50713569725928, 91.33333333333333, 'High Risk'),
(39959, 81, 16, '55:45.8', 36.60645306072583, 98.07826313631973, 128, 79, 22, 'Female', 98.02973195660269, 1.708075358170092, 0.11278851094036385, 49, 33.60034684780017, 95.33333333333333, 'High Risk'),
(39960, 75, 18, '54:45.8', 36.79789802371609, 99.05661892083147, 118, 86, 72, 'Male', 93.12732500661807, 1.9651263432387083, 0.1271214815518244, 32, 24.115494585525063, 96.66666666666667, 'Low Risk'),
(39961, 84, 17, '53:45.8', 37.13110718924972, 98.25589562, 117, 86, 26, 'Male', 59.29901516930997, 1.9531356468169743, 0.12080362207141647, 31, 15.544711558342025, 96.33333333333333, 'High Risk'),
(39962, 91, 12, '52:45.8', 36.27062227450637, 98.93247114190174, 122, 85, 53, 'Male', 62.02256629927581, 1.6214652002355925, 0.10154451495471933, 37, 23.590354509204364, 97.33333333333333, 'High Risk'),
(39963, 74, 14, '51:45.8', 37.216690913339946, 98.95059474, 138, 77, 21, 'Male', 96.47698145984896, 1.519180614272595, 0.068196965, 61, 41.802753304719346, 97.33333333333333, 'High Risk'),
(39964, 87, 17, '50:45.8', 36.31608643525205, 96.39511282847829, 136, 80, 43, 'Female', 87.17938469780245, 1.574561461, 0.149965518, 56, 35.16369989246539, 98.66666666666666, 'High Risk'),
(39965, 85, 19, '49:45.8', 37.103789584775534, 97.61295953449388, 117, 83, 57, 'Female', 62.126953798580985, 1.6176400735717207, 0.058988243193011984, 34, 23.74194341961503, 94.33333333333333, 'Low Risk'),
(39966, 88, 12, '48:45.8', 37.31009388208763, 98.67921548684312, 117, 81, 61, 'Male', 79.43694628702134, 1.9783090308107147, 0.064077728, 36, 20.297113190069567, 93, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(39967, 97, 13, '47:45.8', 37.48573091200841, 96.15010657, 131, 85, 77, 'Female', 75.25990369827971, 1.8954711061573783, 0.1032428423426409, 46, 20.947361184157096, 100.33333333333333, 'High Risk'),
(39968, 85, 12, '46:45.8', 36.93184825911102, 96.54971685090293, 137, 87, 66, 'Male', 76.99438974438031, 1.5558782072594306, 0.10973282785663266, 50, 31.805914380161138, 103.66666666666666, 'High Risk'),
(39969, 94, 17, '45:45.8', 36.01627857692286, 95.76780874265174, 120, 71, 35, 'Male', 50.39969734626052, 1.6710083149113943, 0.12394361135309184, 49, 18.049729866185498, 87.33333333333333, 'High Risk'),
(39970, 92, 15, '44:45.8', 36.83224030925366, 97.96354565853582, 122, 74, 82, 'Female', 84.51280323372403, 1.5421204660459815, 0.068344508, 48, 35.53742085079237, 90, 'High Risk'),
(39971, 91, 12, '43:45.8', 37.06658660489487, 95.89671017, 125, 84, 64, 'Male', 80.24642733, 1.5562694062420646, 0.1325287735863494, 41, 33.132647966745935, 97.66666666666667, 'High Risk'),
(39972, 87, 15, '42:45.8', 37.04396390636179, 99.52841398161699, 125, 82, 25, 'Male', 62.361609193745394, 1.8693123045022035, 0.11733934138703613, 43, 17.846521682417993, 96.33333333333333, 'High Risk'),
(39973, 75, 15, '41:45.8', 37.015973474945326, 97.96888746252566, 114, 87, 36, 'Male', 76.00700169461331, 1.5547592757760473, 0.1394293546126722, 27, 31.443239804171572, 96, 'High Risk'),
(39974, 97, 13, '40:45.8', 36.00266783932531, 97.82909953707977, 138, 75, 71, 'Male', 61.04095547227958, 1.7911976822225375, 0.081166558, 63, 19.025421440359484, 96, 'High Risk'),
(39975, 83, 19, '39:45.8', 36.158085141410396, 99.46475125777292, 120, 81, 19, 'Male', 91.76017711353715, 1.826266196175916, 0.083092572, 39, 27.512248288655844, 94, 'Low Risk'),
(39976, 61, 12, '38:45.8', 36.333643184656275, 96.17686907013572, 128, 75, 49, 'Female', 72.24959470382959, 1.6384308566785237, 0.1273560259398024, 53, 26.914057644643766, 92.66666666666666, 'Low Risk'),
(39977, 83, 16, '37:45.8', 36.64523644259221, 98.44177739819027, 116, 84, 74, 'Female', 87.99844762324622, 1.734122986642343, 0.077755667, 32, 29.26275564033378, 94.66666666666667, 'Low Risk'),
(39978, 62, 16, '36:45.8', 36.40342478137239, 96.63106669269895, 122, 84, 58, 'Male', 52.08918169, 1.6209886983039672, 0.065150221, 38, 19.823829829843618, 96.66666666666667, 'Low Risk'),
(39979, 98, 18, '35:45.8', 36.85998174111075, 97.73502948498715, 111, 89, 88, 'Male', 89.67506011001352, 1.570659957407861, 0.099768777, 22, 36.350244185685895, 96.33333333333333, 'High Risk'),
(39980, 93, 16, '34:45.8', 37.118627938468464, 97.46109714778513, 115, 76, 20, 'Male', 54.609311836754955, 1.806175700608783, 0.1347389506243803, 39, 16.73966310697037, 89, 'High Risk'),
(39981, 87, 18, '33:45.8', 36.07823306081648, 97.94103009945009, 137, 75, 76, 'Female', 57.706418059060944, 1.598309568, 0.07334163, 62, 22.58927638, 95.66666666666666, 'Low Risk'),
(39982, 84, 16, '32:45.8', 37.01414796743914, 98.50985056559865, 111, 72, 44, 'Male', 61.967617294865846, 1.5527115627264578, 0.12153091088804119, 39, 25.702964906138714, 85, 'Low Risk'),
(39983, 61, 14, '31:45.8', 37.21288110791549, 98.27531318477837, 122, 89, 63, 'Female', 50.528656923212644, 1.5370476453932385, 0.0906459, 33, 21.387651293166222, 100, 'Low Risk'),
(39984, 96, 17, '30:45.8', 36.09078760405158, 96.92689822671136, 133, 75, 72, 'Male', 87.87212571428066, 1.928173902858731, 0.12991573487738384, 58, 23.635170058072553, 94.33333333333333, 'High Risk'),
(39985, 80, 17, '29:45.8', 36.78275201440435, 99.93868907, 139, 75, 28, 'Female', 86.67669915403195, 1.592476911247783, 0.12498090319382217, 64, 34.17874211625589, 96.33333333333333, 'High Risk'),
(39986, 95, 16, '28:45.8', 37.091964104424214, 99.57530093, 118, 86, 87, 'Female', 54.95176587745245, 1.9473366109702277, 0.060105351, 32, 14.491041335237997, 96.66666666666667, 'High Risk'),
(39987, 62, 15, '27:45.8', 36.928066191709654, 95.62714028841684, 137, 81, 89, 'Female', 63.78318425482878, 1.8641191970405806, 0.085101242, 56, 18.35518807968714, 99.66666666666666, 'High Risk'),
(39988, 62, 13, '26:45.8', 36.01363790975684, 99.15232432399107, 138, 86, 86, 'Female', 66.82570661786153, 1.9417068701786193, 0.14648745817564968, 52, 17.724591110658476, 103.33333333333333, 'High Risk'),
(39989, 84, 17, '25:45.8', 37.11820664722328, 99.14511153123397, 110, 71, 41, 'Male', 71.41383498935906, 1.833661728120721, 0.06937452, 39, 21.239481700227902, 84, 'Low Risk'),
(39990, 80, 14, '24:45.8', 36.21216080613562, 97.19097808188127, 127, 86, 28, 'Male', 87.86638133391946, 1.6574623997459215, 0.070614628, 41, 31.984191042825515, 99.66666666666667, 'High Risk'),
(39991, 95, 16, '23:45.8', 36.276059498062544, 97.14204432555344, 132, 70, 27, 'Male', 95.30012270616072, 1.5448529141260035, 0.051066779, 62, 39.931827556155724, 90.66666666666666, 'High Risk'),
(39992, 77, 19, '22:45.8', 37.49143047, 98.30565878, 132, 82, 67, 'Male', 72.35371114429921, 1.9442795290452821, 0.13072395756727248, 50, 19.140064833712497, 98.66666666666666, 'Low Risk'),
(39993, 76, 16, '21:45.8', 36.68800795473612, 95.61841935314034, 110, 89, 65, 'Female', 82.90856453866022, 1.6069739795930031, 0.087964457, 21, 32.10566772110098, 96, 'High Risk'),
(39994, 91, 18, '20:45.8', 37.33265200809541, 96.63499217313075, 130, 76, 53, 'Male', 96.75936739, 1.6307055123412366, 0.1395410326461778, 54, 36.38663897667093, 94, 'High Risk'),
(39995, 70, 12, '19:45.8', 37.444113723794054, 95.88093762824062, 130, 84, 28, 'Male', 86.78127438725514, 1.7923391843394332, 0.062692351, 46, 27.013796535474103, 99.33333333333333, 'Low Risk'),
(39996, 71, 17, '18:45.8', 36.94626788018119, 98.45192692, 119, 72, 66, 'Male', 54.21432861404379, 1.5172641216929135, 0.078130151, 47, 23.550043152668966, 87.66666666666667, 'Low Risk'),
(39997, 93, 12, '17:45.8', 36.968815229408996, 96.83530553726149, 135, 74, 29, 'Female', 73.11789478872268, 1.9940033129984438, 0.074633367, 61, 18.38958495872558, 94.33333333333333, 'High Risk'),
(39998, 87, 18, '16:45.8', 37.476522474816235, 97.36432595, 138, 88, 73, 'Female', 74.08697496187037, 1.661779243033414, 0.064471014, 50, 26.828426544041037, 104.66666666666666, 'Low Risk'),
(39999, 94, 19, '15:45.8', 36.078250525626736, 98.18267122255847, 134, 77, 53, 'Male', 84.39444172656157, 1.5479587798060686, 0.12716640111703212, 57, 35.22046302218795, 96, 'High Risk'),
(40000, 64, 17, '14:45.8', 36.75523362436208, 97.03321902085767, 124, 72, 63, 'Male', 70.68645523717453, 1.8384226747524584, 0.098616589, 52, 20.914402777724714, 89.33333333333333, 'Low Risk'),
(40001, 77, 16, '13:45.8', 36.62093933334173, 98.49510348323297, 133, 88, 60, 'Male', 86.02708424670129, 1.931781568753086, 0.054187894, 45, 23.05256032497958, 103, 'Low Risk'),
(40002, 88, 14, '12:45.8', 36.61647114, 95.58754386643086, 132, 87, 30, 'Female', 54.21061349247925, 1.6290098065669407, 0.096098207, 45, 20.42852097, 102, 'Low Risk'),
(40003, 79, 18, '11:45.8', 37.217893805518024, 99.03054381768916, 111, 83, 89, 'Female', 68.40566420751662, 1.8590596030459468, 0.058516665420143915, 28, 19.792717975317323, 92.33333333333333, 'Low Risk'),
(40004, 69, 18, '10:45.8', 36.74838194201802, 95.54704316, 122, 88, 48, 'Male', 76.05372246875552, 1.523676216462474, 0.093608062, 34, 32.75933660250871, 99.33333333333333, 'High Risk'),
(40005, 94, 19, '09:45.8', 36.8158699, 99.52209962289115, 113, 78, 33, 'Female', 53.879169602679006, 1.8185317436786506, 0.074463661, 35, 16.292177048377464, 89.66666666666667, 'High Risk'),
(40006, 79, 18, '08:45.8', 36.797907818387465, 97.76220143226762, 134, 80, 20, 'Female', 70.26434994611591, 1.5512996506918528, 0.060640066, 54, 29.19736394127785, 98, 'Low Risk'),
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(40184, 73, 15, '10:45.8', 37.27859553165698, 95.63076664, 113, 79, 37, 'Female', 85.61723433928447, 1.8593407918594076, 0.093969187, 34, 24.765277585683116, 90.33333333333333, 'Low Risk'),
(40185, 63, 12, '09:45.8', 37.42290306, 97.60485612931599, 126, 80, 25, 'Male', 94.57040049, 1.9081845850299006, 0.068297468, 46, 25.97254228051141, 95.33333333333333, 'Low Risk'),
(40186, 76, 18, '08:45.8', 37.27381591773374, 99.58576474812806, 118, 84, 64, 'Female', 64.04403662147854, 1.8729738438875663, 0.096698044, 34, 18.256405447504324, 95.33333333333333, 'High Risk'),
(40187, 98, 15, '07:45.8', 36.10075671020485, 95.82105390839283, 119, 78, 54, 'Male', 72.24909383328932, 1.8208599455464296, 0.069298021, 41, 21.791108305887892, 91.66666666666667, 'High Risk'),
(40188, 92, 18, '06:45.8', 36.53775838246679, 99.89668343786785, 121, 81, 30, 'Male', 58.69179799662062, 1.6506575361841023, 0.12895166613892456, 40, 21.54088073, 94.33333333333333, 'High Risk'),
(40189, 66, 14, '05:45.8', 37.25975464452413, 97.12508237, 121, 76, 31, 'Female', 76.06111575437451, 1.6036345287729419, 0.14289126745886713, 45, 29.57684833983127, 91, 'Low Risk'),
(40190, 89, 19, '04:45.8', 37.09739966580211, 99.14545275042391, 120, 70, 42, 'Female', 97.53253302, 1.7273795859076373, 0.13108666251357254, 50, 32.68691530997769, 86.66666666666666, 'High Risk'),
(40191, 60, 15, '03:45.8', 36.80211371, 99.88756738483838, 136, 80, 28, 'Male', 72.01434233882848, 1.879070681247808, 0.11119288151247296, 56, 20.395425307027764, 98.66666666666666, 'Low Risk'),
(40192, 79, 18, '02:45.8', 36.69046070259339, 97.08356987, 116, 70, 47, 'Female', 57.18837867342738, 1.9804148102305956, 0.082378916, 46, 14.581273405107861, 85.33333333333333, 'High Risk'),
(40193, 85, 14, '01:45.8', 37.055828885910365, 97.37512476006142, 119, 80, 87, 'Male', 95.82399157283893, 1.9470098572057848, 0.10570445967851314, 39, 25.27772338603093, 93, 'Low Risk'),
(40194, 78, 14, '00:45.8', 36.21506248836487, 95.75007323191188, 128, 84, 43, 'Female', 61.691588934585354, 1.9766430541944742, 0.053385673, 44, 15.78953916050867, 98.66666666666667, 'High Risk'),
(40195, 61, 16, '59:45.8', 36.68241456154325, 97.47857286, 124, 86, 66, 'Male', 86.16283098049368, 1.6379261674921861, 0.14304122873713274, 38, 32.11672974759976, 98.66666666666667, 'High Risk'),
(40196, 98, 18, '58:45.8', 36.83669113893641, 95.76347121505275, 127, 79, 68, 'Female', 94.57131786874427, 1.6706640707089306, 0.087747031, 48, 33.88294692540836, 95, 'High Risk'),
(40197, 87, 19, '57:45.8', 37.334612946126626, 99.55065806259488, 134, 88, 77, 'Female', 74.50848970332245, 1.8536247930411822, 0.1459838932409976, 46, 21.68513354, 103.33333333333333, 'Low Risk'),
(40198, 84, 18, '56:45.8', 36.70942266830625, 98.81697060226865, 133, 85, 30, 'Male', 64.78126830722535, 1.9369246464407115, 0.11657011133553231, 48, 17.267282557219286, 101, 'High Risk'),
(40199, 81, 12, '55:45.8', 36.908149481405516, 95.16265541970415, 116, 73, 87, 'Female', 89.41248980189474, 1.6218645822741795, 0.14725397857596428, 43, 33.991396592405486, 87.33333333333333, 'High Risk'),
(40200, 62, 19, '54:45.8', 36.25918673225586, 98.73980200657438, 110, 70, 23, 'Female', 58.63281483951102, 1.7680126328079182, 0.051086773112129294, 40, 18.75728670451643, 83.33333333333333, 'Low Risk'),
(40201, 71, 12, '53:45.8', 37.114451432007144, 97.36711238, 116, 78, 79, 'Female', 54.02570261082968, 1.6831764886658136, 0.094115589, 38, 19.06957927334935, 90.66666666666667, 'Low Risk'),
(40202, 81, 13, '52:45.8', 36.08098064798582, 99.76595048264149, 114, 70, 73, 'Female', 94.70751349182709, 1.9998495117410127, 0.080434695, 44, 23.68044186735438, 84.66666666666667, 'Low Risk'),
(40203, 88, 17, '51:45.8', 36.47731949332179, 97.647955, 110, 70, 74, 'Male', 92.68585258546791, 1.7524772025116986, 0.08148613, 40, 30.179267539166037, 83.33333333333333, 'High Risk'),
(40204, 78, 13, '50:45.8', 36.203179728906754, 95.55717476139414, 136, 83, 19, 'Female', 83.33266929201767, 1.9109605324046566, 0.11959725034842204, 53, 22.81980128, 100.66666666666666, 'Low Risk'),
(40205, 64, 17, '49:45.8', 36.06110354852572, 99.89561418387049, 122, 83, 88, 'Female', 75.09853759, 1.9178891795389374, 0.065077343, 39, 20.41664898049163, 96, 'Low Risk'),
(40206, 67, 12, '48:45.8', 37.09332763882339, 98.94344462980462, 139, 70, 35, 'Female', 66.40169484, 1.9627042795444198, 0.1365840927515753, 69, 17.23730735889413, 93, 'High Risk'),
(40207, 86, 12, '47:45.8', 36.60021270462721, 99.19762384282143, 110, 76, 27, 'Female', 50.74876857071472, 1.6274526618589782, 0.052025287, 34, 19.16058561411524, 87.33333333333333, 'Low Risk'),
(40208, 87, 19, '46:45.8', 36.01776719046927, 96.82488015606003, 135, 88, 47, 'Female', 87.94185199319188, 1.6559975188719065, 0.13975745902099035, 47, 32.06832259588723, 103.66666666666667, 'High Risk'),
(40209, 69, 13, '45:45.8', 36.45095502, 99.25667185896015, 134, 88, 84, 'Female', 73.76042117507427, 1.5051868113499727, 0.13542790992004305, 46, 32.55686504265585, 103.33333333333333, 'High Risk'),
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(40212, 73, 14, '42:45.8', 36.837552740185956, 98.10568780111431, 126, 88, 86, 'Male', 61.56436897819255, 1.6894645518340932, 0.14297192403926406, 38, 21.56906228857837, 100.66666666666667, 'Low Risk'),
(40213, 81, 16, '41:45.8', 36.46494402749639, 99.47500500435632, 125, 79, 71, 'Female', 56.877451681739075, 1.5562433618289946, 0.11606402705677293, 46, 23.48470483989631, 94.33333333333333, 'Low Risk'),
(40214, 83, 19, '40:45.8', 37.309162554391264, 95.79265461768986, 136, 75, 35, 'Female', 54.37240172750919, 1.9237939578975085, 0.072838911, 61, 14.69133981, 95.33333333333333, 'High Risk'),
(40215, 90, 15, '39:45.8', 36.53697723500073, 95.28155840203785, 130, 83, 44, 'Male', 69.83941958, 1.6253717594013086, 0.097340957, 47, 26.435967058836965, 98.66666666666667, 'Low Risk'),
(40216, 71, 17, '38:45.8', 37.17190865404329, 97.19437400658013, 134, 87, 77, 'Female', 78.61992686985303, 1.6042357347091531, 0.10414936441960296, 47, 30.548948284229617, 102.66666666666667, 'High Risk'),
(40217, 71, 14, '37:45.8', 36.35946860872615, 97.91612274, 134, 70, 22, 'Female', 86.61008184669288, 1.8818396983445846, 0.1323572271229283, 64, 24.457000763315854, 91.33333333333333, 'Low Risk'),
(40218, 92, 12, '36:45.8', 37.44395357041217, 96.87882016543043, 119, 71, 89, 'Male', 80.98363369, 1.6847802438745714, 0.1209074057264086, 48, 28.53058896124864, 87, 'High Risk'),
(40219, 71, 14, '35:45.8', 36.15531039029266, 96.08228944, 125, 73, 42, 'Male', 69.59234750002554, 1.9718150899373312, 0.13837360167370089, 52, 17.899014287191488, 90.33333333333333, 'High Risk'),
(40220, 63, 14, '34:45.8', 36.17899347106728, 95.89557213, 129, 81, 63, 'Male', 98.64463126321739, 1.7100822797910689, 0.08386199, 48, 33.73179406075881, 97, 'High Risk'),
(40221, 60, 14, '33:45.8', 36.23892416652833, 98.84957216715142, 134, 88, 38, 'Female', 58.50910674, 1.7346034304772586, 0.057439206, 46, 19.445676918379302, 103.33333333333333, 'Low Risk'),
(40222, 91, 18, '32:45.8', 36.05374894462986, 99.75887439054166, 129, 76, 58, 'Female', 90.40527169315787, 1.5827856730670544, 0.063619326, 53, 36.08689655704034, 93.66666666666666, 'High Risk'),
(40223, 65, 19, '31:45.8', 36.73573561435764, 95.06677434639201, 125, 83, 23, 'Male', 83.96590793652346, 1.5132179497297555, 0.054956119193565245, 42, 36.66908050636917, 97, 'High Risk'),
(40224, 93, 13, '30:45.8', 37.15282171573192, 99.44897043, 111, 88, 43, 'Male', 66.19096211, 1.7667205461444981, 0.14212700383915644, 23, 21.206205924820434, 95.66666666666667, 'High Risk'),
(40225, 60, 19, '29:45.8', 36.21797409531729, 98.16828433243596, 110, 84, 28, 'Male', 57.07792819134373, 1.8474818691493757, 0.071200367, 26, 16.72275514, 92.66666666666667, 'High Risk'),
(40226, 97, 19, '28:45.8', 36.57606491108816, 95.68677362407459, 122, 85, 84, 'Male', 58.154571916295055, 1.545409611280817, 0.149575099, 37, 24.349869912676045, 97.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(40227, 88, 19, '27:45.8', 37.02336381730873, 99.37341709960909, 120, 78, 41, 'Male', 56.498568757033496, 1.6572051697875898, 0.095226853, 42, 20.57239656139536, 92, 'Low Risk'),
(40228, 76, 12, '26:45.8', 36.32905889235403, 99.89064813380845, 130, 80, 71, 'Female', 94.15476322116808, 1.5943591206722905, 0.055729349, 50, 37.03991611704325, 96.66666666666666, 'High Risk'),
(40229, 98, 15, '25:45.8', 36.65753195183916, 95.91743062261546, 131, 87, 58, 'Male', 89.7005735, 1.6258154883848819, 0.1113275168484274, 44, 33.93537921236117, 101.66666666666667, 'High Risk'),
(40230, 88, 19, '24:45.8', 36.92764963154909, 96.26025563075068, 136, 73, 61, 'Female', 74.98100117946151, 1.8029883074338304, 0.097848255, 63, 23.065634954792323, 94, 'Low Risk'),
(40231, 99, 19, '23:45.8', 37.375292976709375, 95.53015596313597, 119, 86, 36, 'Female', 54.34409250944857, 1.6483284115786183, 0.067215359, 33, 20.001605256786743, 97, 'High Risk'),
(40232, 94, 14, '22:45.8', 36.32074044326357, 97.82063065292441, 123, 89, 53, 'Female', 90.92909199736661, 1.8365931905830277, 0.10408925683006437, 34, 26.95733246, 100.33333333333333, 'High Risk'),
(40233, 99, 14, '21:45.8', 37.410788099562076, 98.24711247205451, 129, 89, 86, 'Female', 98.87916693332714, 1.7584863421895003, 0.10558235723532441, 40, 31.97619617055816, 102.33333333333333, 'High Risk'),
(40234, 61, 18, '20:45.8', 36.44883229358379, 97.65931574, 125, 73, 80, 'Female', 65.64533551520586, 1.9496619938105282, 0.069144679, 52, 17.26971700197152, 90.33333333333333, 'High Risk'),
(40235, 80, 16, '19:45.8', 36.036570618939265, 96.09533642275075, 120, 80, 27, 'Male', 99.14677350264537, 1.6448232338709126, 0.053034308020676026, 40, 36.64714290913197, 93.33333333333333, 'High Risk'),
(40236, 83, 16, '18:45.8', 36.759010602439815, 95.24487019616781, 136, 71, 85, 'Male', 97.96779755224455, 1.8216577806768912, 0.052101073, 65, 29.522270722216042, 92.66666666666666, 'Low Risk'),
(40237, 77, 17, '17:45.8', 37.318560503304624, 96.56946850815254, 133, 78, 86, 'Female', 57.63409062050114, 1.9292480498812958, 0.10639542147857078, 55, 15.48471816280779, 96.33333333333333, 'High Risk'),
(40238, 74, 15, '16:45.8', 37.36859031633466, 95.06345093067185, 130, 77, 55, 'Female', 91.06578579276746, 1.6724757373941794, 0.12482518757645783, 53, 32.55634087676951, 94.66666666666666, 'High Risk'),
(40239, 74, 18, '15:45.8', 36.97324197579264, 97.70989521809364, 135, 74, 89, 'Male', 71.77047117548778, 1.5282152717450137, 0.064369974, 61, 30.73100241088003, 94.33333333333333, 'High Risk'),
(40240, 93, 13, '14:45.8', 36.13525840642387, 97.86748208449362, 137, 82, 19, 'Male', 64.25057785020137, 1.9703394977873214, 0.087525988, 55, 16.549882364352786, 100.33333333333333, 'High Risk'),
(40241, 90, 12, '13:45.8', 36.17099934366074, 99.78158031229897, 135, 71, 45, 'Female', 94.41914015, 1.8104091695063884, 0.062737111, 64, 28.80756562595317, 92.33333333333333, 'Low Risk'),
(40242, 91, 16, '12:45.8', 37.32376371436156, 97.40513244, 136, 77, 41, 'Male', 72.24752548916942, 1.6104115250162376, 0.096761855, 59, 27.857955287538672, 96.66666666666666, 'High Risk'),
(40243, 86, 14, '11:45.8', 36.99978067598446, 99.19642624, 126, 79, 79, 'Female', 61.75225081968067, 1.8356035204334045, 0.058421669947624315, 47, 18.32715395157634, 94.66666666666667, 'High Risk'),
(40244, 99, 15, '10:45.8', 36.830519995273285, 99.97915846112029, 122, 76, 66, 'Female', 73.44267277820917, 1.5073484819687435, 0.1353614228013676, 46, 32.32370524295604, 91.33333333333333, 'High Risk'),
(40245, 91, 12, '09:45.8', 36.14927292737975, 99.24143970085892, 120, 73, 26, 'Male', 64.12783465922462, 1.7452490236107874, 0.14146310475435214, 47, 21.05386182454315, 88.66666666666667, 'High Risk'),
(40246, 82, 15, '08:45.8', 37.42481059877872, 98.58571498998937, 121, 81, 88, 'Male', 91.98818813122976, 1.5465207465354673, 0.11373268813695565, 40, 38.460999294317716, 94.33333333333333, 'High Risk'),
(40247, 97, 19, '07:45.8', 36.138346130040425, 99.68951002114274, 117, 76, 19, 'Male', 93.68015768728341, 1.7970060497313667, 0.14526784564159073, 41, 29.010053833097338, 89.66666666666667, 'High Risk'),
(40248, 80, 16, '06:45.8', 36.279711409421765, 95.86710834209296, 124, 74, 37, 'Male', 77.28042338313583, 1.5173794774383749, 0.14807103346610262, 50, 33.56456947, 90.66666666666666, 'High Risk'),
(40249, 92, 17, '05:45.8', 37.249217361126945, 95.81797621560246, 121, 88, 48, 'Male', 51.41511924931911, 1.580560304, 0.080836648, 33, 20.58110587785348, 99, 'High Risk'),
(40250, 96, 17, '04:45.8', 36.08082853, 95.41282326265603, 122, 81, 78, 'Female', 67.04882472189836, 1.8987186113517776, 0.1272258302733664, 41, 18.598158938931814, 94.66666666666667, 'High Risk'),
(40251, 91, 14, '03:45.8', 37.21083844363412, 98.97623626715568, 132, 77, 89, 'Male', 59.77860440582494, 1.6236105688385294, 0.13442394603078794, 55, 22.676813712873567, 95.33333333333333, 'High Risk'),
(40252, 74, 13, '02:45.8', 36.02404350363253, 96.70906608445465, 130, 85, 20, 'Male', 74.49657564146617, 1.9642485525348155, 0.14734294142366378, 45, 19.308272817195547, 100, 'Low Risk'),
(40253, 77, 14, '01:45.8', 37.39669073875873, 99.66008007, 112, 71, 87, 'Male', 51.64124608154912, 1.5210768554784235, 0.090757752, 41, 22.320010606276735, 84.66666666666667, 'Low Risk'),
(40254, 94, 16, '00:45.8', 36.728469657073056, 96.85443484, 113, 77, 83, 'Male', 85.99936539198981, 1.9509708150282132, 0.084363077, 36, 22.594029997222204, 89, 'High Risk'),
(40255, 74, 18, '59:45.8', 36.17836188856667, 97.5313428, 122, 81, 71, 'Male', 93.94244619440721, 1.7632994549896737, 0.10029109985107243, 41, 30.21410388835135, 94.66666666666667, 'High Risk'),
(40256, 94, 15, '58:45.8', 36.254343460041525, 98.77186706827507, 128, 73, 18, 'Female', 56.62476079, 1.6210244247331367, 0.13418418062997745, 55, 21.549007044943746, 91.33333333333333, 'High Risk'),
(40257, 61, 19, '57:45.8', 37.208320849975344, 96.91783108, 118, 72, 44, 'Female', 61.504548383964405, 1.6154580746121237, 0.072057454, 46, 23.567626729310955, 87.33333333333333, 'Low Risk'),
(40258, 65, 13, '56:45.8', 36.34205003016119, 98.16393990947898, 135, 81, 75, 'Male', 85.93445198780094, 1.6246981187375886, 0.1086420714349862, 54, 32.55531910197519, 99, 'High Risk'),
(40259, 72, 16, '55:45.8', 36.247894139787334, 99.71575766379975, 116, 78, 86, 'Female', 98.01744885882415, 1.900610571814509, 0.14508823246752298, 38, 27.13420573256965, 90.66666666666667, 'Low Risk'),
(40260, 85, 15, '54:45.8', 36.28468295350903, 98.58620358379939, 137, 85, 49, 'Female', 89.96583995130239, 1.539941533429428, 0.13251973062369235, 52, 37.93754069048377, 102.33333333333333, 'High Risk'),
(40261, 61, 18, '53:45.8', 36.69637739147719, 95.93529435903449, 139, 75, 83, 'Male', 97.24353805870498, 1.8323364366201405, 0.12467943002434688, 64, 28.96345161233855, 96.33333333333333, 'Low Risk'),
(40262, 64, 17, '52:45.8', 37.34344944654521, 99.82003447120289, 119, 85, 36, 'Male', 83.94004678148835, 1.5758709581957941, 0.13167172323435034, 34, 33.80087188917003, 96.33333333333333, 'High Risk'),
(40263, 88, 19, '51:45.8', 36.704764015290976, 95.65224590755409, 130, 89, 65, 'Female', 58.97326619, 1.6429511157781476, 0.11440736960218674, 41, 21.84770877962528, 102.66666666666667, 'Low Risk'),
(40264, 93, 16, '50:45.8', 36.28610224374527, 96.74723612014847, 118, 75, 63, 'Male', 52.012851515084336, 1.510061598895287, 0.064907482, 43, 22.809792620188755, 89.33333333333333, 'High Risk'),
(40265, 83, 12, '49:45.8', 37.31072576472774, 97.26779509737544, 123, 86, 49, 'Male', 67.73497807876412, 1.5004235792088805, 0.10377541174016325, 37, 30.087439750540014, 98.33333333333333, 'High Risk'),
(40266, 79, 15, '48:45.8', 36.54175787871454, 95.35929888267333, 139, 84, 83, 'Male', 90.85835975549728, 1.8091017565984298, 0.074906137, 55, 27.76124262216047, 102.33333333333333, 'Low Risk'),
(40267, 71, 19, '47:45.8', 36.48706220683093, 97.09805982743615, 121, 85, 38, 'Female', 66.91993464612733, 1.9256207829719933, 0.11881578758569582, 36, 18.04737236244759, 97, 'High Risk'),
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(40446, 60, 16, '48:45.8', 36.838041936485446, 97.02631234608994, 116, 80, 43, 'Female', 51.37398269246828, 1.8765314183615343, 0.1412805641308249, 36, 14.589202582634039, 92, 'High Risk'),
(40447, 89, 17, '47:45.8', 37.12251791266653, 97.85067544316553, 111, 85, 29, 'Male', 77.96212606839353, 1.6837752459613526, 0.11577908620980605, 26, 27.49890705700009, 93.66666666666667, 'Low Risk'),
(40448, 75, 14, '46:45.8', 36.23656991207263, 96.98274341578313, 130, 70, 32, 'Female', 71.00628835881662, 1.5874941810496697, 0.063339502, 60, 28.175558125022086, 90, 'Low Risk'),
(40449, 73, 16, '45:45.8', 36.316661616545716, 95.47012211042681, 110, 71, 25, 'Male', 54.56389569719457, 1.9833668903228452, 0.084624241, 39, 13.87072789257263, 84, 'High Risk'),
(40450, 90, 15, '44:45.8', 37.341733743055954, 95.46704764646525, 138, 84, 30, 'Female', 56.61158461940723, 1.5891118840627634, 0.071964925, 54, 22.417973962222014, 102, 'Low Risk'),
(40451, 82, 17, '43:45.8', 37.03114390702533, 99.16492138592463, 121, 76, 22, 'Female', 82.15466592299802, 1.734075124793955, 0.14312195023026325, 45, 27.32098905, 91, 'Low Risk'),
(40452, 97, 15, '42:45.8', 36.72096958893101, 95.81566880127585, 117, 86, 47, 'Female', 54.423910343211936, 1.6877045104632016, 0.082675057, 31, 19.107194319063353, 96.33333333333333, 'High Risk'),
(40453, 93, 15, '41:45.8', 37.38814046647188, 97.83531031085784, 128, 86, 25, 'Female', 94.60144433796401, 1.9733190847304596, 0.10941464342741274, 42, 24.294229779920546, 100, 'High Risk'),
(40454, 70, 13, '40:45.8', 37.15413634349891, 97.73394661, 115, 84, 66, 'Male', 98.91273427798124, 1.627357723648854, 0.1266578303360371, 31, 37.34961663, 94.33333333333333, 'High Risk'),
(40455, 93, 15, '39:45.8', 36.07819770320359, 99.02453773078034, 115, 79, 56, 'Female', 65.33888161500855, 1.7189930863053424, 0.076596475, 36, 22.111766346414242, 91, 'High Risk'),
(40456, 99, 17, '38:45.8', 36.282926407035845, 95.93437211960585, 138, 70, 58, 'Male', 73.61698633793245, 1.6023765112248016, 0.064538503, 68, 28.67139965526719, 92.66666666666666, 'High Risk'),
(40457, 72, 13, '37:45.8', 36.47650121742187, 95.59654880072293, 127, 86, 53, 'Female', 73.63652587003334, 1.9427513522289526, 0.12500948163914893, 41, 19.510071038241097, 99.66666666666667, 'Low Risk'),
(40458, 72, 15, '36:45.8', 37.09910862769659, 97.52272752433882, 129, 76, 66, 'Female', 72.21430538565464, 1.5028188508819431, 0.06411257, 53, 31.974957069948527, 93.66666666666666, 'High Risk'),
(40459, 63, 17, '35:45.8', 36.14648118899121, 96.10566085, 136, 77, 48, 'Female', 50.43655057171042, 1.9294867120491779, 0.11956433336047365, 59, 13.547582139549707, 96.66666666666666, 'High Risk'),
(40460, 90, 15, '34:45.8', 36.599323068675616, 96.51784968693441, 115, 82, 89, 'Female', 71.24952658, 1.7114985599425623, 0.068662342, 33, 24.32365903457786, 93, 'Low Risk'),
(40461, 60, 12, '33:45.8', 36.541619274576775, 99.69707858923059, 134, 79, 51, 'Male', 75.90517610043666, 1.728462873, 0.08668134, 55, 25.40687676689849, 97.33333333333333, 'Low Risk'),
(40462, 69, 16, '32:45.8', 36.18197831685449, 95.23290975327072, 120, 86, 23, 'Female', 64.77843928995095, 1.5866926169103501, 0.126292529, 34, 25.730301696763306, 97.33333333333333, 'Low Risk'),
(40463, 90, 18, '31:45.8', 36.90115690536024, 99.63631186788643, 137, 71, 81, 'Male', 86.77977601406037, 1.706795431460303, 0.059847698, 66, 29.788976470324844, 93, 'Low Risk'),
(40464, 99, 14, '30:45.8', 37.147263867675434, 98.61859470275758, 121, 70, 52, 'Female', 98.70555125884735, 1.8478280638775066, 0.087973961, 51, 28.908027620649136, 87, 'High Risk'),
(40465, 60, 16, '29:45.8', 36.23914368725339, 98.02951858, 117, 70, 28, 'Female', 66.68631077669016, 1.6821700720662176, 0.088420685, 47, 23.56659768744118, 85.66666666666667, 'Low Risk'),
(40466, 67, 15, '28:45.8', 36.343087843784176, 99.50173992, 119, 75, 51, 'Male', 66.68545206353879, 1.5920770716492898, 0.14662477329113227, 44, 26.308914153647393, 89.66666666666667, 'Low Risk'),
(40467, 65, 15, '27:45.8', 36.065542166282356, 95.98145350930231, 112, 73, 44, 'Male', 85.92012515895857, 1.8849597644323655, 0.12838238959684523, 39, 24.18191733669085, 86, 'Low Risk'),
(40468, 67, 12, '26:45.8', 36.28431944696806, 97.54382351, 130, 81, 31, 'Male', 65.60336660585915, 1.8133146466790986, 0.1243972003821477, 49, 19.951694575005092, 97.33333333333333, 'Low Risk'),
(40469, 76, 13, '25:45.8', 37.40580442471096, 99.54819205724414, 110, 86, 58, 'Female', 79.83789654, 1.5659814337499809, 0.10538276420099874, 24, 32.55636199004404, 94, 'High Risk'),
(40470, 63, 14, '24:45.8', 37.23028010870752, 98.18187252648895, 129, 71, 69, 'Female', 59.816652647468395, 1.7630809499735243, 0.1294233461751388, 58, 19.243213589249546, 90.33333333333333, 'Low Risk'),
(40471, 73, 17, '23:45.8', 36.081585518661605, 99.16231143002508, 136, 73, 85, 'Male', 70.71437111643607, 1.706849043479992, 0.089032546, 63, 24.27266473, 94, 'Low Risk'),
(40472, 89, 12, '22:45.8', 37.11542285306672, 96.55634939926124, 136, 88, 19, 'Male', 59.38567059669216, 1.7149501730716414, 0.070680517, 48, 20.191968136549487, 104, 'Low Risk'),
(40473, 90, 19, '21:45.8', 36.128529988597876, 96.64108229, 138, 78, 58, 'Female', 55.11891127691688, 1.872793233767525, 0.073327599, 60, 15.71523817531929, 98, 'High Risk'),
(40474, 63, 18, '20:45.8', 36.910549585385056, 95.80974464664313, 131, 76, 54, 'Male', 57.97611052570528, 1.7408049779348103, 0.069670272, 55, 19.131491820769064, 94.33333333333333, 'Low Risk'),
(40475, 73, 15, '19:45.8', 36.999022340984276, 96.08134998969025, 114, 75, 76, 'Female', 67.33267397361817, 1.8391445710274985, 0.093326465, 39, 19.906464003410967, 88, 'Low Risk'),
(40476, 61, 18, '18:45.8', 37.41728474544548, 98.32094620760975, 112, 76, 84, 'Male', 75.83703268384545, 1.7309449330949582, 0.099512289, 36, 25.311321966428387, 88, 'Low Risk'),
(40477, 79, 17, '17:45.8', 36.751364444942084, 96.00828616, 113, 73, 22, 'Female', 75.03062215, 1.7074417931806272, 0.089483468, 40, 25.736336879122824, 86.33333333333333, 'Low Risk'),
(40478, 71, 12, '16:45.8', 36.43791345000583, 96.65886125012176, 123, 89, 39, 'Male', 63.671014011642754, 1.6427617554798633, 0.099454958, 34, 23.593512365197043, 100.33333333333333, 'Low Risk'),
(40479, 71, 17, '15:45.8', 36.107203604751895, 95.56027049773266, 117, 86, 54, 'Male', 72.43867843676895, 1.5248729808153472, 0.1497109576111813, 31, 31.153237071067505, 96.33333333333333, 'High Risk'),
(40480, 77, 17, '14:45.8', 37.05779004264596, 97.74349663588696, 133, 85, 85, 'Male', 71.8668636, 1.6382525619497732, 0.091457704, 48, 26.777312089431117, 101, 'Low Risk'),
(40481, 85, 18, '13:45.8', 36.15825496382566, 98.8339663, 130, 81, 76, 'Male', 61.67583130301456, 1.5881717007038785, 0.097024195, 49, 24.452321967184435, 97.33333333333333, 'Low Risk'),
(40482, 86, 17, '12:45.8', 36.44248644, 99.43602395389088, 128, 86, 52, 'Female', 79.00565094061305, 1.9546182234697491, 0.12580789970955203, 42, 20.679225479291393, 100, 'Low Risk'),
(40483, 62, 14, '11:45.8', 36.958838574093484, 99.32481418573197, 125, 84, 66, 'Male', 57.860257626484106, 1.7329452585151637, 0.11921744773790367, 41, 19.266848160352247, 97.66666666666667, 'Low Risk'),
(40484, 70, 16, '10:45.8', 37.32864249184363, 95.54265173233964, 129, 73, 88, 'Female', 81.92652035979897, 1.760545166309254, 0.1063194187144367, 56, 26.432008608342155, 91.66666666666666, 'Low Risk'),
(40485, 68, 17, '09:45.8', 36.516479178794896, 98.54374370688262, 123, 78, 70, 'Female', 96.06988171793623, 1.7788660423340854, 0.064662757, 45, 30.359930045380068, 93, 'High Risk'),
(40486, 79, 17, '08:45.8', 37.21008883221909, 97.90500888624612, 135, 73, 73, 'Female', 76.10703476046393, 1.5947362354994503, 0.12055464122259396, 62, 29.925890108965067, 93.66666666666666, 'Low Risk'),
(40487, 64, 15, '07:45.8', 36.55441861705096, 96.69547687397278, 139, 82, 30, 'Female', 80.03302492271482, 1.838803031005147, 0.082740067, 57, 23.670030081764885, 101, 'Low Risk'),
(40488, 86, 14, '06:45.8', 36.04699489085456, 97.96799690069996, 119, 74, 80, 'Male', 57.142147038360214, 1.706612011742841, 0.12883919106410852, 45, 19.619455866610103, 89, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(40489, 83, 17, '05:45.8', 37.243652754329936, 98.19182276152422, 115, 84, 55, 'Male', 51.739357179980686, 1.5722093383439129, 0.063569459, 31, 20.93149680231762, 94.33333333333333, 'Low Risk'),
(40490, 88, 19, '04:45.8', 36.959078883259316, 99.87878320856653, 132, 73, 78, 'Female', 98.69328201291819, 1.6271455145442129, 0.093885948, 59, 37.27647222810742, 92.66666666666666, 'High Risk'),
(40491, 86, 14, '03:45.8', 36.038486861257525, 99.16533858443799, 134, 78, 18, 'Female', 53.51543887891144, 1.9552891290898857, 0.092827019, 56, 13.997714134926328, 96.66666666666666, 'High Risk'),
(40492, 65, 18, '02:45.8', 36.35741241285712, 98.79168555975919, 125, 87, 57, 'Male', 67.61400864, 1.9910852624492212, 0.11354524285285855, 38, 17.055205990613388, 99.66666666666667, 'High Risk'),
(40493, 80, 18, '01:45.8', 37.035001762489024, 97.96363305055768, 124, 89, 60, 'Female', 59.843781492196214, 1.5225603907735663, 0.10990634348080364, 35, 25.81487185537225, 100.66666666666667, 'Low Risk'),
(40494, 90, 14, '00:45.8', 37.385026295113086, 95.86244393834765, 129, 75, 55, 'Female', 94.27293080688649, 1.7243975731525216, 0.096860322, 54, 31.703864480566303, 93, 'High Risk'),
(40495, 89, 14, '59:45.8', 36.07143985244948, 95.46683006571277, 115, 88, 40, 'Male', 73.0034543, 1.7827014723260861, 0.05794332, 27, 22.97133121258657, 97, 'Low Risk'),
(40496, 85, 18, '58:45.8', 36.752731825088624, 99.62055178918602, 111, 78, 34, 'Female', 76.23280073108174, 1.8254177081528367, 0.13415530660955116, 33, 22.877963205536602, 89, 'Low Risk'),
(40497, 60, 15, '57:45.8', 37.13948186036365, 95.32560356552568, 133, 80, 31, 'Female', 84.97712304888779, 1.5718029177756538, 0.13386571070374442, 53, 34.39583385272366, 97.66666666666666, 'High Risk'),
(40498, 89, 15, '56:45.8', 36.09571511539976, 99.55798143700096, 118, 73, 83, 'Male', 91.16658472402969, 1.7802818063718953, 0.1315599470078695, 45, 28.764589357732568, 88, 'Low Risk'),
(40499, 87, 16, '55:45.8', 36.90360077210055, 96.50403605970503, 139, 86, 74, 'Female', 79.05736402872012, 1.8975154555966252, 0.1079600543232484, 53, 21.956933462269966, 103.66666666666666, 'Low Risk'),
(40500, 82, 18, '54:45.8', 36.64399452808903, 99.54748657656141, 122, 89, 73, 'Male', 77.81765437081917, 1.914015082165415, 0.13702017256220728, 33, 21.24160969538972, 100, 'Low Risk'),
(40501, 92, 13, '53:45.8', 36.78335526738158, 97.46112985048795, 118, 86, 73, 'Female', 99.56135002478246, 1.8139676371248548, 0.13991929107107798, 32, 30.257407044568964, 96.66666666666667, 'High Risk'),
(40502, 83, 14, '52:45.8', 37.02494974383942, 96.60652357, 127, 78, 52, 'Male', 97.61595055, 1.571994484305384, 0.089866363, 49, 39.50196972873973, 94.33333333333333, 'High Risk'),
(40503, 78, 12, '51:45.8', 36.93146977083055, 95.88460854194507, 115, 79, 32, 'Male', 81.61883943609975, 1.6882735743697759, 0.10380563517325075, 36, 28.635499930997426, 91, 'Low Risk'),
(40504, 96, 15, '50:45.8', 36.02876819015704, 96.90879827, 122, 89, 42, 'Male', 98.38172885, 1.9488056596997554, 0.12030100604098055, 33, 25.90462952783772, 100, 'High Risk'),
(40505, 62, 13, '49:45.8', 36.10686178178672, 98.39683035706707, 136, 80, 57, 'Male', 89.54181006839403, 1.8573418332697011, 0.058190049, 56, 25.956264330135042, 98.66666666666666, 'Low Risk'),
(40506, 65, 12, '48:45.8', 36.81425918, 96.37366921475143, 116, 85, 79, 'Female', 87.66326719317075, 1.5205048542686355, 0.066580014, 31, 37.91770389032387, 95.33333333333333, 'High Risk'),
(40507, 72, 19, '47:45.8', 37.04582562510172, 97.22114725649892, 131, 87, 28, 'Female', 87.14892724819146, 1.6321384794572709, 0.054356592, 44, 32.715083855501426, 101.66666666666667, 'High Risk'),
(40508, 81, 17, '46:45.8', 37.10575132458575, 96.13878308313299, 124, 71, 47, 'Female', 86.60503394309944, 1.7707160191457931, 0.14002084698764689, 53, 27.62137561572927, 88.66666666666666, 'Low Risk'),
(40509, 66, 13, '45:45.8', 36.53466831145895, 97.63035230190768, 111, 85, 76, 'Female', 76.93893910698525, 1.9377351721599303, 0.11413181270161002, 26, 20.490726143324522, 93.66666666666667, 'Low Risk'),
(40510, 68, 15, '44:45.8', 37.189091808449284, 99.50148418285438, 132, 78, 25, 'Female', 74.64847648985497, 1.7650932478331545, 0.076778217, 54, 23.959935321839836, 96, 'Low Risk'),
(40511, 81, 19, '43:45.8', 37.30262838754292, 99.95411961, 120, 73, 31, 'Male', 67.08841216363025, 1.7330515935089181, 0.072599247, 47, 22.336983798575986, 88.66666666666667, 'Low Risk'),
(40512, 95, 18, '42:45.8', 37.49824079015007, 99.33268742893183, 118, 76, 62, 'Male', 83.63288764294285, 1.5112698687677475, 0.1350585253677814, 42, 36.61786717200257, 90, 'High Risk'),
(40513, 87, 12, '41:45.8', 36.27738292990423, 95.59393850205869, 115, 83, 20, 'Male', 51.875564144032424, 1.960571197477865, 0.13602271779122288, 32, 13.49576776516509, 93.66666666666667, 'High Risk'),
(40514, 87, 13, '40:45.8', 37.47738829549446, 95.60015099346234, 134, 81, 23, 'Female', 73.19680979818918, 1.667905728313345, 0.10730768831396537, 53, 26.31171478, 98.66666666666666, 'Low Risk'),
(40515, 68, 15, '39:45.8', 36.244543748415836, 97.68158675604602, 120, 73, 88, 'Male', 60.373192354207774, 1.9972625562727384, 0.12096432209148793, 47, 15.134700125133223, 88.66666666666667, 'High Risk'),
(40516, 91, 15, '38:45.8', 37.34015786097077, 98.75542468, 129, 78, 74, 'Male', 70.13476144775207, 1.517515985939441, 0.051758621, 51, 30.455572984917822, 95, 'High Risk'),
(40517, 60, 13, '37:45.8', 36.74093670225561, 95.07789738515233, 132, 70, 46, 'Male', 67.78572130152537, 1.9019692505822414, 0.10964543753427386, 62, 18.73834535863429, 90.66666666666666, 'Low Risk'),
(40518, 89, 12, '36:45.8', 36.80085643522138, 95.92910482537307, 126, 71, 52, 'Female', 77.53700617708243, 1.6656886759095428, 0.13812095735745983, 55, 27.946109845681036, 89.33333333333333, 'Low Risk'),
(40519, 93, 15, '35:45.8', 36.92709288691659, 97.91686269077542, 133, 70, 35, 'Female', 91.13752587932322, 1.8328572020621556, 0.11231286338051444, 63, 27.12938656161341, 91, 'High Risk'),
(40520, 79, 18, '34:45.8', 37.36399924983932, 95.97048009610013, 125, 86, 36, 'Male', 80.95368404922078, 1.5263787849618633, 0.10091045968536981, 39, 34.74657282899678, 99, 'High Risk'),
(40521, 67, 15, '33:45.8', 36.491460135026394, 97.89814174997969, 116, 82, 59, 'Male', 73.60995193790022, 1.541388501380835, 0.066605703, 34, 30.982203660774903, 93.33333333333333, 'High Risk'),
(40522, 65, 15, '32:45.8', 36.13625821300685, 98.80127280390147, 117, 83, 61, 'Female', 92.58437623087109, 1.8348246135962007, 0.055147662, 34, 27.501006587216747, 94.33333333333333, 'Low Risk'),
(40523, 92, 18, '31:45.8', 37.38443803351992, 99.87095399, 130, 87, 64, 'Male', 79.84199512765798, 1.5781676198598493, 0.055032104, 43, 32.05716583090483, 101.33333333333333, 'High Risk'),
(40524, 75, 13, '30:45.8', 36.65285193377232, 95.78768890102589, 116, 75, 54, 'Male', 59.18010692601614, 1.6442701435286957, 0.14786718629525078, 41, 21.889175511095182, 88.66666666666667, 'Low Risk'),
(40525, 90, 18, '29:45.8', 36.336409632818615, 95.56201823627082, 110, 73, 36, 'Male', 89.18372605781884, 1.6128001069934101, 0.075714336, 37, 34.28660829347314, 85.33333333333333, 'High Risk'),
(40526, 73, 15, '28:45.8', 36.38104971823695, 98.51565489589385, 125, 87, 48, 'Male', 98.34148805451201, 1.903499535052511, 0.063758301, 38, 27.14133624452779, 99.66666666666667, 'Low Risk'),
(40527, 67, 14, '27:45.8', 36.41045705546376, 99.48320048350838, 139, 81, 80, 'Male', 75.59015195569353, 1.768953865222753, 0.10754611909053433, 58, 24.15639960643251, 100.33333333333333, 'Low Risk'),
(40528, 80, 18, '26:45.8', 36.079399521043165, 99.74192812729505, 112, 81, 28, 'Female', 71.22320870643509, 1.7638709285219454, 0.12859868635300614, 31, 22.89222103393092, 91.33333333333333, 'Low Risk'),
(40529, 97, 14, '25:45.8', 36.32133092085893, 96.83604926468345, 120, 83, 71, 'Female', 89.52422028163107, 1.652446931483144, 0.11606642133826375, 37, 32.78577886, 95.33333333333333, 'High Risk'),
(40530, 74, 12, '24:45.8', 36.96118828, 97.07115862490049, 116, 77, 66, 'Male', 58.85514676411251, 1.5033297980778682, 0.072534425, 39, 26.042094786425565, 90, 'Low Risk'),
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(40707, 67, 19, '27:45.8', 36.68395993752692, 97.15250134060071, 115, 85, 41, 'Female', 93.77050328544391, 1.912463, 0.059189536, 30, 25.637765069937533, 95, 'Low Risk'),
(40708, 97, 12, '26:45.8', 36.397258721298975, 96.48035630607393, 114, 87, 30, 'Male', 78.43120269286054, 1.5766780627467776, 0.093812044, 27, 31.55025142886153, 96, 'High Risk'),
(40709, 68, 13, '25:45.8', 36.88896306368098, 97.88432583171141, 111, 75, 79, 'Female', 81.08085783385951, 1.7976361501495872, 0.10338193971262359, 36, 25.090813867761455, 87, 'Low Risk'),
(40710, 61, 13, '24:45.8', 36.321302902027064, 95.43403004, 110, 83, 81, 'Female', 98.44805441706409, 1.6650515319277217, 0.077715784, 27, 35.51009053896426, 92, 'High Risk'),
(40711, 63, 19, '23:45.8', 36.73247345415943, 99.00202315396652, 113, 80, 86, 'Female', 94.54568023992479, 1.5413878749850092, 0.10175711880599919, 33, 39.79402002191954, 91, 'High Risk'),
(40712, 76, 12, '22:45.8', 37.353736278276294, 99.25217467656222, 124, 85, 84, 'Female', 94.51677655028553, 1.5808681377586336, 0.068160891, 39, 37.819659027838505, 98, 'High Risk'),
(40713, 80, 18, '21:45.8', 37.37625834715621, 96.66017261322757, 131, 77, 22, 'Female', 83.34360306698112, 1.8496493019358362, 0.094838401, 54, 24.360908800004847, 95, 'Low Risk'),
(40714, 67, 14, '20:45.8', 37.14390655394523, 98.76509479633366, 138, 83, 22, 'Female', 82.01015236078914, 1.7936387109271035, 0.10242826613303228, 55, 25.49163443718763, 101.33333333333333, 'Low Risk'),
(40715, 91, 14, '19:45.8', 36.75170016367391, 95.69922915054786, 129, 80, 40, 'Male', 63.65262312328397, 1.9649081496564995, 0.061143600759317344, 49, 16.486626444261063, 96.33333333333333, 'High Risk'),
(40716, 73, 16, '18:45.8', 37.211992885910725, 97.15936896948742, 119, 86, 53, 'Male', 99.38251911677241, 1.7152246540359892, 0.13640584973687425, 33, 33.78064829538304, 97, 'High Risk'),
(40717, 98, 15, '17:45.8', 36.52950422560925, 96.05647607163854, 134, 73, 88, 'Female', 66.31972679312395, 1.992625876970138, 0.069926251, 61, 16.70287367780974, 93.33333333333333, 'High Risk'),
(40718, 92, 15, '16:45.8', 36.538582589772425, 98.04801441016146, 128, 87, 61, 'Male', 88.89200045896787, 1.7383161619359737, 0.11200150324301883, 41, 29.417458115883978, 100.66666666666667, 'High Risk'),
(40719, 62, 13, '15:45.8', 36.400182050641874, 97.13029607, 115, 86, 85, 'Male', 50.86931039956485, 1.621783610558822, 0.092993553, 29, 19.340604134021003, 95.66666666666667, 'Low Risk'),
(40720, 84, 19, '14:45.8', 36.44573517047968, 95.36677353158711, 127, 87, 76, 'Female', 98.65363191936689, 1.796458541730997, 0.1428816632956054, 40, 30.568820386945067, 100.33333333333333, 'High Risk'),
(40721, 95, 13, '13:45.8', 37.366662869990726, 96.82080143044472, 122, 78, 40, 'Female', 90.19399152968344, 1.8041684388759078, 0.085814774, 44, 27.709165368754892, 92.66666666666667, 'High Risk'),
(40722, 80, 16, '12:45.8', 36.43777214138724, 98.91482812732345, 136, 78, 47, 'Male', 97.14144763126023, 1.5601062729081558, 0.087640448, 58, 39.91133042483081, 97.33333333333333, 'High Risk'),
(40723, 75, 19, '11:45.8', 36.830720198080584, 96.57497939736253, 128, 80, 22, 'Female', 88.71624971523015, 1.7227975717500987, 0.11864263767282124, 48, 29.89060274982266, 96, 'Low Risk'),
(40724, 63, 12, '10:45.8', 36.671964469723285, 98.3770597, 135, 74, 58, 'Female', 53.13338473562229, 1.5010055131327533, 0.12133184202618089, 61, 23.58320942723851, 94.33333333333333, 'Low Risk'),
(40725, 71, 16, '09:45.8', 36.78885058318398, 99.83254027068887, 113, 81, 47, 'Female', 60.58316875336345, 1.7357708080019578, 0.088597509, 32, 20.107923516537678, 91.66666666666667, 'Low Risk'),
(40726, 86, 16, '08:45.8', 37.012025811125135, 95.63750637, 129, 74, 23, 'Female', 71.46214082558772, 1.8729251317860327, 0.12523580147596597, 55, 20.372071319995456, 92.33333333333333, 'Low Risk'),
(40727, 73, 12, '07:45.8', 37.256108406015336, 99.18310587152891, 131, 82, 21, 'Female', 85.23055978399535, 1.9991907449869468, 0.056982278339159954, 49, 21.324893731769585, 98.33333333333333, 'Low Risk'),
(40728, 85, 16, '06:45.8', 36.05990882315391, 96.55775056244502, 139, 74, 66, 'Male', 56.838523380809356, 1.8550123283209028, 0.1206543291582497, 65, 16.51768525112301, 95.66666666666666, 'High Risk'),
(40729, 69, 17, '05:45.8', 36.64293943, 98.48784359829263, 117, 72, 36, 'Male', 70.85557165711225, 1.8859572929698407, 0.1436356281431675, 45, 19.920961594211658, 87, 'Low Risk'),
(40730, 63, 17, '04:45.8', 36.34424725659494, 97.29251276, 136, 79, 55, 'Female', 68.42551841100135, 1.9698963548302961, 0.1418413834529772, 57, 17.633208522076107, 98, 'High Risk'),
(40731, 85, 19, '03:45.8', 36.704426154235684, 98.62174933663344, 130, 88, 29, 'Female', 75.84793246313055, 1.6116776452365058, 0.13696292604380578, 42, 29.20030466, 102, 'Low Risk'),
(40732, 98, 14, '02:45.8', 36.499234867248745, 98.58682147042562, 110, 76, 85, 'Female', 65.38054731, 1.9478312838236764, 0.077510748, 34, 17.232404423553195, 87.33333333333333, 'High Risk'),
(40733, 97, 15, '01:45.8', 37.12862902027746, 98.74299839871726, 110, 77, 56, 'Female', 79.94834507750765, 1.9419739119795922, 0.13053739465818698, 33, 21.19935734, 88, 'High Risk'),
(40734, 74, 18, '00:45.8', 36.44232316513556, 99.63126482801641, 115, 80, 49, 'Female', 88.95228696, 1.5404544897199304, 0.10296989031841622, 35, 37.48516040787403, 91.66666666666667, 'High Risk'),
(40735, 84, 17, '59:45.8', 36.21136108, 95.73657816697303, 137, 82, 50, 'Female', 70.30126549209257, 1.7691154061984125, 0.055493731, 55, 22.46212365645422, 100.33333333333333, 'Low Risk'),
(40736, 76, 16, '58:45.8', 36.73114181024951, 98.73454435994933, 133, 82, 59, 'Male', 53.00610533265021, 1.530789332427276, 0.12998433873583073, 51, 22.620127109990353, 99, 'Low Risk'),
(40737, 60, 17, '57:45.8', 36.58880183, 97.38988771981629, 132, 86, 62, 'Male', 62.11063399404951, 1.688344870917754, 0.14739373952060525, 46, 21.78931797756489, 101.33333333333333, 'Low Risk'),
(40738, 80, 16, '56:45.8', 37.31446795360968, 95.46136675981197, 121, 82, 24, 'Male', 90.22047198, 1.9589366381212452, 0.145372526, 39, 23.51063270815797, 95, 'Low Risk'),
(40739, 71, 18, '55:45.8', 36.07058948639502, 98.59654492664717, 122, 71, 86, 'Male', 71.05441374348825, 1.6700967649428773, 0.071210802, 51, 25.474624488511257, 88, 'Low Risk'),
(40740, 66, 14, '54:45.8', 36.981141340517155, 98.49116367764641, 112, 76, 18, 'Male', 86.21808739482336, 1.937984257651983, 0.09267635, 36, 22.956088726961568, 88, 'Low Risk'),
(40741, 74, 17, '53:45.8', 36.85178606378229, 96.6728664, 133, 79, 47, 'Male', 93.60207965369227, 1.8893191451358564, 0.12033802670779341, 54, 26.22254546735228, 97, 'Low Risk'),
(40742, 78, 17, '52:45.8', 37.480397023056035, 95.51121489019081, 114, 86, 45, 'Male', 61.290443219166164, 1.8905407691887688, 0.10146305372224546, 28, 17.14828399763835, 95.33333333333333, 'High Risk'),
(40743, 88, 18, '51:45.8', 36.46404618510437, 97.80994783625947, 115, 85, 65, 'Female', 72.13187233094138, 1.6082238411275493, 0.074704337, 30, 27.889081618827777, 95, 'Low Risk'),
(40744, 92, 14, '50:45.8', 36.050867552385654, 97.15972429753994, 119, 86, 63, 'Male', 72.40900608802619, 1.6285640377818762, 0.055395618, 33, 27.301273484177564, 97, 'High Risk'),
(40745, 98, 14, '49:45.8', 37.158988894888424, 97.01501754600653, 132, 84, 82, 'Female', 66.03212947293213, 1.7409600765005118, 0.091076015, 48, 21.786009014704618, 100, 'High Risk'),
(40746, 82, 18, '48:45.8', 36.93396276, 95.90179567, 138, 74, 86, 'Female', 67.17193376, 1.5010856376227102, 0.055540583340693186, 64, 29.811025206532598, 95.33333333333333, 'Low Risk'),
(40747, 73, 19, '47:45.8', 37.42635917555305, 97.54106324, 128, 75, 89, 'Male', 68.64677047, 1.9309107045826357, 0.10927458819167898, 53, 18.411778011644493, 92.66666666666666, 'High Risk'),
(40748, 87, 13, '46:45.8', 37.19156931885336, 97.50318257166794, 118, 83, 60, 'Male', 77.90476788602356, 1.7133580795583967, 0.067507477, 35, 26.537973994583815, 94.66666666666667, 'Low Risk'),
(40749, 93, 17, '45:45.8', 37.471875412726874, 95.97905717042613, 112, 86, 20, 'Female', 84.89112547160481, 1.6593283840380009, 0.1225785589471582, 26, 30.83170962085206, 94.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(40750, 78, 14, '44:45.8', 37.293054353900175, 99.56735397100898, 133, 84, 87, 'Male', 70.0634205, 1.7949450319522313, 0.072155856, 49, 21.746482967234925, 100.33333333333333, 'Low Risk'),
(40751, 83, 16, '43:45.8', 36.357757853321225, 95.11999448231758, 114, 77, 34, 'Male', 83.62439709687254, 1.5177017740742307, 0.11703941318445124, 37, 36.304471264154174, 89.33333333333333, 'High Risk'),
(40752, 82, 14, '42:45.8', 36.606185015849974, 98.85139233565505, 139, 73, 33, 'Female', 86.34239164777101, 1.9602758972074095, 0.1370143901140532, 66, 22.469306798977147, 95, 'Low Risk'),
(40753, 77, 17, '41:45.8', 37.35829939222716, 99.50059988300933, 121, 74, 84, 'Male', 54.30001085512464, 1.5241429603749692, 0.052586511941645056, 47, 23.374832493124924, 89.66666666666667, 'Low Risk'),
(40754, 80, 16, '40:45.8', 36.284897383623345, 98.1649064, 120, 78, 84, 'Male', 71.58777379984022, 1.937846361971501, 0.092119689, 42, 19.063391775241964, 92, 'Low Risk'),
(40755, 94, 12, '39:45.8', 36.210893240964985, 98.23132067988209, 139, 82, 73, 'Male', 53.74073229949108, 1.8252808727131464, 0.13821932434854994, 57, 16.130364244850853, 101, 'High Risk'),
(40756, 94, 12, '38:45.8', 37.18836013995595, 98.76636668237556, 125, 84, 52, 'Male', 73.42097246843328, 1.814449069486506, 0.1479893789143778, 41, 22.301319919936613, 97.66666666666667, 'High Risk'),
(40757, 73, 14, '37:45.8', 37.49396489044889, 97.24755557911918, 136, 87, 76, 'Female', 80.21580710167638, 1.897743887020169, 0.070458234, 49, 22.273309673443517, 103.33333333333333, 'Low Risk'),
(40758, 62, 14, '36:45.8', 36.68044107990055, 96.86829540829791, 138, 73, 37, 'Female', 55.355259154858075, 1.8901843239091838, 0.082428252, 65, 15.49353702126633, 94.66666666666666, 'High Risk'),
(40759, 76, 19, '35:45.8', 36.06330081446703, 98.68480044, 113, 71, 71, 'Female', 90.82110799, 1.511905957061428, 0.1327616788911741, 42, 39.73170840417103, 85, 'High Risk'),
(40760, 68, 15, '34:45.8', 36.68396778468878, 99.28879319, 131, 75, 54, 'Male', 92.71264409190091, 1.7280109128429466, 0.073682218, 56, 31.048884751620726, 93.66666666666666, 'High Risk'),
(40761, 89, 17, '33:45.8', 36.87634325321103, 96.14265108560747, 136, 76, 86, 'Male', 79.98863125, 1.6988523850658699, 0.07372725, 60, 27.71513362242627, 96, 'Low Risk'),
(40762, 83, 19, '32:45.8', 36.38340495595254, 97.99548272147116, 122, 71, 33, 'Female', 65.58675785287205, 1.727305857111852, 0.10964776855377406, 51, 21.982529853764053, 88, 'Low Risk'),
(40763, 86, 12, '31:45.8', 37.12639614929742, 96.57400725103393, 120, 86, 42, 'Female', 80.13440140097312, 1.6087619331989067, 0.056951446, 34, 30.96245827962787, 97.33333333333333, 'High Risk'),
(40764, 87, 14, '30:45.8', 36.80917130172626, 98.56866622816473, 114, 74, 21, 'Male', 65.59133288987228, 1.7184471006799638, 0.10126519929077465, 40, 22.211307310036453, 87.33333333333333, 'Low Risk'),
(40765, 81, 18, '29:45.8', 36.30268451795009, 98.73120695, 128, 71, 71, 'Male', 65.25756993543723, 1.8627528260169055, 0.094628951, 57, 18.807039451618405, 90, 'Low Risk'),
(40766, 87, 12, '28:45.8', 36.731212112666746, 98.82619396676388, 124, 78, 68, 'Male', 59.53957339804788, 1.9939102826553305, 0.064263607, 46, 14.975953830779204, 93.33333333333333, 'High Risk'),
(40767, 96, 14, '27:45.8', 36.35172566, 98.03663640954656, 117, 75, 20, 'Female', 58.182688073407924, 1.7554836377618228, 0.085271808, 42, 18.879922628719843, 89, 'High Risk'),
(40768, 70, 19, '26:45.8', 37.14218874, 97.53932544686481, 135, 74, 54, 'Female', 87.86487862279874, 1.6215193673999913, 0.058680708, 61, 33.417275025370735, 94.33333333333333, 'High Risk'),
(40769, 70, 18, '25:45.8', 37.40888184072407, 99.28268367417513, 129, 88, 86, 'Female', 68.38405575067219, 1.8897757837942555, 0.050760662, 41, 19.14847956044862, 101.66666666666667, 'Low Risk'),
(40770, 85, 16, '24:45.8', 37.13230325639854, 97.83744985740523, 127, 78, 59, 'Male', 68.75625645735684, 1.567570645912164, 0.11031206793471382, 49, 27.980661534519328, 94.33333333333333, 'Low Risk'),
(40771, 89, 18, '23:45.8', 37.405926892069736, 96.33863281585057, 111, 70, 88, 'Male', 99.31308144065807, 1.9371264116233575, 0.1278033644001612, 41, 26.46613552993861, 83.66666666666667, 'Low Risk'),
(40772, 79, 17, '22:45.8', 36.76582666807492, 96.93360241931425, 131, 70, 47, 'Female', 65.03465849252744, 1.8263876141689739, 0.056643879, 61, 19.496603405339894, 90.33333333333333, 'Low Risk'),
(40773, 83, 15, '21:45.8', 36.35542527126252, 95.48990268, 119, 78, 68, 'Female', 57.02741798760296, 1.8994402706853086, 0.051631653370984014, 41, 15.80638026432319, 91.66666666666667, 'High Risk'),
(40774, 83, 19, '20:45.8', 36.64922690900762, 96.89912933827819, 117, 82, 66, 'Male', 82.87444758960848, 1.6965088965235904, 0.12503152036909268, 35, 28.794421899861145, 93.66666666666667, 'Low Risk'),
(40775, 82, 17, '19:45.8', 36.51317453704163, 99.38343988231797, 125, 73, 76, 'Male', 86.28976082530302, 1.9561208848728044, 0.068203021, 52, 22.551108026947425, 90.33333333333333, 'Low Risk'),
(40776, 61, 16, '18:45.8', 37.292919532504044, 98.08250562222645, 116, 79, 55, 'Male', 53.144481731343205, 1.8636687190745573, 0.053444667122682844, 37, 15.301032743019755, 91.33333333333333, 'High Risk'),
(40777, 67, 17, '17:45.8', 36.332180654729825, 95.49172433144035, 112, 72, 27, 'Male', 50.17329055563102, 1.5087205109582726, 0.11858866810949431, 40, 22.042202884431315, 85.33333333333333, 'Low Risk'),
(40778, 64, 17, '16:45.8', 36.034326077653034, 98.94220244, 118, 72, 22, 'Female', 77.75240285494068, 1.9347124170236432, 0.10662029202725748, 46, 20.772127582014626, 87.33333333333333, 'Low Risk'),
(40779, 75, 17, '15:45.8', 37.121681355706144, 96.08316207145307, 130, 84, 18, 'Male', 72.92639492217498, 1.5504727175316384, 0.096151575, 46, 30.335872306915967, 99.33333333333333, 'High Risk'),
(40780, 70, 14, '14:45.8', 36.41184503066051, 98.81490873032978, 132, 73, 22, 'Male', 84.58928803719908, 1.7046472126510346, 0.1251614570631139, 59, 29.11027742086085, 92.66666666666666, 'Low Risk'),
(40781, 97, 18, '13:45.8', 36.056449875216266, 95.96653218636098, 125, 78, 83, 'Female', 63.186604733577084, 1.8964772175013729, 0.1220839039677153, 47, 17.56830084806247, 93.66666666666667, 'High Risk'),
(40782, 86, 13, '12:45.8', 36.45283391907848, 98.64137172916176, 130, 73, 53, 'Female', 59.75671979, 1.8700752464916102, 0.14930146704849834, 57, 17.087108868508395, 92, 'High Risk'),
(40783, 83, 15, '11:45.8', 36.21108177, 96.05775571954285, 122, 87, 33, 'Female', 97.11163281, 1.8802038486659542, 0.095851855, 35, 27.470172186834443, 98.66666666666667, 'Low Risk'),
(40784, 88, 16, '10:45.8', 36.26037452675502, 96.26207307677349, 116, 85, 86, 'Male', 91.72844718445884, 1.861304740961425, 0.1298186582034224, 31, 26.477018236928526, 95.33333333333333, 'Low Risk'),
(40785, 97, 17, '09:45.8', 37.31362914216891, 99.25957132391994, 110, 88, 49, 'Female', 55.69381572575834, 1.923063701945352, 0.13809034305559165, 22, 15.059814843638469, 95.33333333333333, 'High Risk'),
(40786, 80, 17, '08:45.8', 37.25682518080417, 96.27149268914197, 138, 76, 89, 'Male', 91.36840391184549, 1.7177402576721135, 0.12450925607189425, 62, 30.96571057327127, 96.66666666666666, 'High Risk'),
(40787, 83, 16, '07:45.8', 36.84595597938096, 99.57659665, 138, 74, 49, 'Female', 79.14314152, 1.6298217513357762, 0.11727378495414453, 64, 29.794291751134175, 95.33333333333333, 'Low Risk'),
(40788, 77, 14, '06:45.8', 36.81177420625082, 99.44683177282664, 120, 75, 30, 'Female', 97.06828914039558, 1.9730586513065362, 0.12141210737820354, 45, 24.93431171448139, 90, 'Low Risk'),
(40789, 84, 19, '05:45.8', 36.847266276611826, 98.11906643175342, 120, 82, 88, 'Female', 87.73051836411706, 1.638368316163638, 0.098528853, 38, 32.683428964403326, 94.66666666666667, 'High Risk'),
(40790, 92, 14, '04:45.8', 36.24823477574468, 95.02551095642976, 131, 81, 46, 'Female', 84.13093362, 1.959705604140256, 0.056672718, 50, 21.90655262930828, 97.66666666666666, 'High Risk'),
(40791, 76, 12, '03:45.8', 36.165869310859144, 96.23606304388082, 132, 70, 50, 'Male', 68.11759827433558, 1.787855744404677, 0.14377086711404857, 62, 21.310536262654185, 90.66666666666666, 'Low Risk'),
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(40968, 74, 12, '06:45.8', 36.405117371884096, 96.41060927438217, 115, 72, 24, 'Male', 79.08960679234244, 1.5430535928116282, 0.060105120927464166, 43, 33.21676975784551, 86.33333333333333, 'High Risk'),
(40969, 71, 13, '05:45.8', 36.23269578587841, 97.64608764416835, 138, 80, 59, 'Male', 82.78972380449288, 1.6964395342439915, 0.070138106, 58, 28.767337206927763, 99.33333333333333, 'Low Risk'),
(40970, 77, 18, '04:45.8', 36.138344863104926, 98.63222396, 116, 74, 45, 'Female', 81.92055552453454, 1.8030719856157806, 0.12945655834631198, 42, 25.19803977517805, 88, 'Low Risk'),
(40971, 71, 12, '03:45.8', 36.50551395715828, 95.07965279393522, 111, 86, 44, 'Female', 51.622183269131966, 1.793043585647658, 0.10951391835060746, 25, 16.056640176803057, 94.33333333333333, 'High Risk'),
(40972, 68, 17, '02:45.8', 36.12946150649557, 96.85536914554064, 127, 84, 27, 'Female', 61.693219658681876, 1.9501400819916552, 0.14843873999602325, 43, 16.22205309982379, 98.33333333333333, 'High Risk'),
(40973, 78, 12, '01:45.8', 36.36043171818121, 96.64548570986751, 128, 76, 49, 'Female', 94.69415252109444, 1.5724867232238746, 0.13905450500363645, 52, 38.29562722403784, 93.33333333333333, 'High Risk'),
(40974, 88, 19, '00:45.8', 36.33151797272687, 96.95445107107315, 112, 79, 20, 'Male', 72.83693523819956, 1.6015699697128767, 0.14473612530902133, 33, 28.39617407061047, 90, 'Low Risk'),
(40975, 82, 12, '59:45.8', 36.38220718693955, 96.37523454498816, 139, 73, 38, 'Male', 74.68808608, 1.7374903872647127, 0.056352385, 66, 24.74038818244176, 95, 'Low Risk'),
(40976, 98, 14, '58:45.8', 36.44095072729934, 99.98092817, 115, 79, 76, 'Female', 93.08034328813875, 1.7932111840370666, 0.076438528, 36, 28.946435956644873, 91, 'High Risk'),
(40977, 92, 14, '57:45.8', 37.344609756501406, 95.61692156085796, 112, 70, 83, 'Female', 51.34641029860539, 1.9874317366208758, 0.10930985916821054, 42, 12.99946998408667, 84, 'High Risk'),
(40978, 85, 19, '56:45.8', 36.188182842239684, 99.10709468135035, 133, 83, 52, 'Male', 79.51077964570149, 1.7100788462614098, 0.1151257305743922, 50, 27.189031784028867, 99.66666666666666, 'Low Risk'),
(40979, 79, 16, '55:45.8', 36.65768932045833, 95.90435339044856, 133, 87, 84, 'Male', 64.36148340283845, 1.7307875728781967, 0.10764643434556487, 46, 21.485155862246277, 102.33333333333333, 'Low Risk'),
(40980, 89, 19, '54:45.8', 37.48157961, 95.89309462274299, 118, 70, 48, 'Female', 98.93200677, 1.6273234312119504, 0.085830986, 48, 37.35846840887058, 86, 'High Risk'),
(40981, 82, 13, '53:45.8', 36.269681495145015, 99.53325772890683, 133, 80, 29, 'Male', 99.68184678113417, 1.7686737165038262, 0.12526453683481326, 53, 31.86549222874751, 97.66666666666666, 'High Risk'),
(40982, 66, 17, '52:45.8', 37.00672826259336, 96.06540694879516, 112, 75, 23, 'Female', 81.03607649146636, 1.6635776611776227, 0.11354980850008202, 37, 29.28142754, 87.33333333333333, 'Low Risk'),
(40983, 92, 18, '51:45.8', 36.27042570029773, 99.41622976325708, 122, 71, 58, 'Male', 76.47942999180614, 1.5179355466720406, 0.1082291898792079, 51, 33.19234836, 88, 'High Risk'),
(40984, 62, 19, '50:45.8', 36.602712893180914, 97.68776901755967, 122, 75, 48, 'Male', 80.73341364410743, 1.5982595085812212, 0.059172631, 47, 31.60521305815623, 90.66666666666667, 'High Risk'),
(40985, 85, 15, '49:45.8', 36.19759531815737, 99.58522238540122, 128, 78, 35, 'Female', 83.23361542004677, 1.783544016028217, 0.060454522, 50, 26.16562398286894, 94.66666666666666, 'Low Risk'),
(40986, 99, 14, '48:45.8', 36.68578924682963, 95.47174340357515, 112, 86, 75, 'Male', 89.50372113922049, 1.7364200938379835, 0.13917051783647524, 26, 29.684619460496272, 94.66666666666667, 'High Risk'),
(40987, 70, 12, '47:45.8', 37.14692653109594, 95.71438897630898, 111, 87, 34, 'Male', 72.67749923043517, 1.8532645760006186, 0.12068763595925158, 24, 21.16046105491649, 95, 'Low Risk'),
(40988, 97, 13, '46:45.8', 36.61029609550381, 98.55652546115313, 125, 81, 26, 'Female', 80.07775792394318, 1.8196461977852567, 0.12225875867321528, 44, 24.18454918727647, 95.66666666666667, 'High Risk'),
(40989, 63, 17, '45:45.8', 37.410197878614994, 98.30242186, 135, 77, 36, 'Female', 53.03683855912092, 1.6147042770517424, 0.070893789, 58, 20.34190572742038, 96.33333333333333, 'Low Risk'),
(40990, 83, 15, '44:45.8', 37.014886543325325, 97.31798362674536, 115, 75, 88, 'Female', 91.22489695323281, 1.5183705501691303, 0.12944462634293352, 40, 39.56925176109686, 88.33333333333333, 'High Risk'),
(40991, 86, 18, '43:45.8', 37.34587935137922, 95.19099122465308, 129, 71, 49, 'Male', 55.761255205416774, 1.6676095457606785, 0.054866976606390616, 58, 20.051358248762696, 90.33333333333333, 'Low Risk'),
(40992, 82, 13, '42:45.8', 36.472423840178166, 97.26507593602174, 133, 78, 43, 'Female', 92.08596318787849, 1.7820075683168248, 0.054219839662233774, 55, 28.998420732408913, 96.33333333333333, 'Low Risk'),
(40993, 79, 17, '41:45.8', 37.01805994120715, 96.47711208117664, 120, 75, 45, 'Male', 94.34750902623142, 1.6004927013756869, 0.06465408, 45, 36.83180836744276, 90, 'High Risk'),
(40994, 76, 16, '40:45.8', 37.031351672803915, 97.1659599, 133, 72, 81, 'Female', 83.22436274426687, 1.801679198, 0.12353515996535071, 61, 25.638673395640755, 92.33333333333333, 'Low Risk'),
(40995, 99, 15, '39:45.8', 37.036455563989065, 98.52228181863602, 134, 70, 34, 'Female', 75.96021761853194, 1.6805681952736693, 0.1448367761034408, 64, 26.89514683931191, 91.33333333333333, 'High Risk'),
(40996, 84, 19, '38:45.8', 36.87578471798964, 99.30799715648769, 129, 70, 89, 'Female', 67.14561187652625, 1.7307577143917414, 0.11094892506479698, 59, 22.41532725037445, 89.66666666666666, 'Low Risk'),
(40997, 83, 19, '37:45.8', 37.004385372116445, 98.10309956, 121, 74, 64, 'Female', 91.9878032, 1.8890768217695955, 0.057473646, 47, 25.776919101113204, 89.66666666666667, 'Low Risk'),
(40998, 67, 19, '36:45.8', 36.50007562850129, 98.01262395151689, 124, 80, 51, 'Male', 92.30070395055574, 1.6755954346778652, 0.058484882, 44, 32.87506926, 94.66666666666667, 'High Risk'),
(40999, 99, 13, '35:45.8', 37.327189831413484, 95.46542077561065, 119, 86, 85, 'Female', 86.15363009862068, 1.6363823639776593, 0.1470418368028887, 33, 32.173921711160204, 97, 'High Risk'),
(41000, 89, 18, '34:45.8', 37.133193248293566, 95.28527901321021, 122, 72, 33, 'Male', 59.26801365186805, 1.6828064445558537, 0.097152337, 50, 20.929171616439326, 88.66666666666666, 'Low Risk'),
(41001, 92, 18, '33:45.8', 36.32232671695889, 96.74711396944075, 139, 85, 70, 'Male', 65.81555719, 1.6566030980410025, 0.080710744, 54, 23.982343768352255, 103, 'High Risk'),
(41002, 97, 14, '32:45.8', 37.42520683820153, 99.43663680158247, 131, 85, 61, 'Male', 70.22181029719906, 1.7629706108715752, 0.10601939176741393, 46, 22.593414818949196, 100.33333333333333, 'High Risk'),
(41003, 76, 14, '31:45.8', 36.86591310080564, 98.13419203331486, 119, 86, 75, 'Male', 78.31713695469006, 1.6758996550357903, 0.10749427955022445, 33, 27.884366315966986, 97, 'Low Risk'),
(41004, 77, 19, '30:45.8', 36.37653064788199, 97.36777654941015, 120, 86, 27, 'Female', 87.72926144904625, 1.9964771995923571, 0.14163043113988666, 34, 22.009783149284555, 97.33333333333333, 'Low Risk'),
(41005, 96, 13, '29:45.8', 37.42104965, 99.05969481, 124, 86, 40, 'Male', 82.43061104093061, 1.5194762147274523, 0.062928998, 38, 35.70267090842823, 98.66666666666667, 'High Risk'),
(41006, 97, 12, '28:45.8', 36.73357621406605, 96.81771329175722, 115, 87, 20, 'Female', 79.34151273, 1.5504763107480934, 0.051242547401778075, 28, 33.004275689564324, 96.33333333333333, 'High Risk'),
(41007, 73, 13, '27:45.8', 36.640420109585854, 97.70452622882182, 134, 79, 60, 'Male', 55.76133813822485, 1.626955623392988, 0.10420980515886202, 55, 21.065985094095794, 97.33333333333333, 'Low Risk'),
(41008, 77, 17, '26:45.8', 37.30660096421672, 97.29687892483294, 134, 76, 20, 'Female', 71.14765321839364, 1.6881345617746408, 0.051275173, 58, 24.965855742105102, 95.33333333333333, 'Low Risk'),
(41009, 66, 17, '25:45.8', 37.14183592492438, 95.15736374174062, 129, 84, 21, 'Male', 86.18461717594512, 1.6764965706128954, 0.091655109, 45, 30.663690169863848, 99, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(41010, 68, 14, '24:45.8', 36.08491434324336, 98.01820517444537, 139, 84, 79, 'Female', 94.36059125766988, 1.8181585009671293, 0.1308099644186339, 55, 28.54481099, 102.33333333333333, 'Low Risk'),
(41011, 88, 12, '23:45.8', 37.177774935635185, 97.86048760859903, 124, 74, 70, 'Male', 93.83592359156395, 1.7979635824191094, 0.059958993621464056, 50, 29.027347437527197, 90.66666666666666, 'Low Risk'),
(41012, 75, 14, '22:45.8', 36.36777374801374, 96.49451665825502, 119, 75, 36, 'Male', 95.11526793061496, 1.7619847175809964, 0.095295894, 44, 30.63698056380723, 89.66666666666667, 'High Risk'),
(41013, 69, 18, '21:45.8', 37.13039421079014, 95.29413086828517, 127, 78, 70, 'Male', 64.57084034, 1.6264348387400571, 0.11897866626309155, 49, 24.40973707698306, 94.33333333333333, 'Low Risk'),
(41014, 79, 18, '20:45.8', 36.63712555, 98.82879351404466, 130, 79, 25, 'Male', 98.01728744196353, 1.6626790476728697, 0.1280561425693837, 51, 35.45568101313661, 96, 'High Risk'),
(41015, 63, 12, '19:45.8', 37.49539312124183, 96.29776358516999, 135, 80, 52, 'Female', 59.96683726950957, 1.7418447758109679, 0.11158902548293775, 55, 19.764791783571344, 98.33333333333333, 'Low Risk'),
(41016, 67, 17, '18:45.8', 37.38644079876466, 98.19800015396997, 125, 75, 67, 'Female', 70.33135366247393, 1.6078130233204067, 0.13149545276640912, 50, 27.206826810767303, 91.66666666666666, 'Low Risk'),
(41017, 67, 12, '17:45.8', 36.53507823960664, 95.42538652823062, 136, 84, 47, 'Female', 65.40431155041544, 1.975452473930081, 0.084942285, 52, 16.75996885003217, 101.33333333333333, 'High Risk'),
(41018, 78, 13, '16:45.8', 36.476776644664206, 98.53780929651697, 127, 80, 82, 'Female', 70.10477775642796, 1.6605147947440915, 0.08051427, 47, 25.42506770343367, 95.66666666666667, 'Low Risk'),
(41019, 81, 17, '15:45.8', 36.18977252751672, 98.15145820427716, 132, 89, 43, 'Female', 76.44391584951818, 1.7097499095458915, 0.093655591, 43, 26.150364510546506, 103.33333333333333, 'Low Risk'),
(41020, 63, 14, '14:45.8', 36.22808863713629, 98.15435261704192, 119, 84, 32, 'Male', 52.34038398567728, 1.8710374479530854, 0.13888478184071895, 35, 14.951058640194328, 95.66666666666667, 'High Risk'),
(41021, 71, 15, '13:45.8', 37.198701077028126, 98.91386186545452, 131, 85, 87, 'Female', 54.93588387473976, 1.6144168880569274, 0.11993934429989757, 46, 21.077773456478166, 100.33333333333333, 'Low Risk'),
(41022, 71, 13, '12:45.8', 36.162861892742626, 98.78825323492744, 125, 89, 48, 'Female', 52.25992947, 1.7739991161811912, 0.13850394157670237, 36, 16.60588480898182, 101, 'High Risk'),
(41023, 64, 12, '11:45.8', 36.75595328711403, 99.3693477, 129, 86, 82, 'Female', 69.51210181673488, 1.5317803136156343, 0.057656942, 43, 29.625620341887952, 100.33333333333333, 'Low Risk'),
(41024, 84, 15, '10:45.8', 36.962746509717284, 95.04625286983597, 120, 78, 51, 'Male', 69.83334180121582, 1.8687900066725667, 0.080092374, 42, 19.995939732947516, 92, 'Low Risk'),
(41025, 95, 17, '09:45.8', 36.276455885163166, 98.05620017734145, 137, 70, 78, 'Male', 87.38136837528236, 1.9734654189386918, 0.082454043, 67, 22.436742313721226, 92.33333333333333, 'High Risk'),
(41026, 96, 15, '08:45.8', 36.23665103215252, 98.01083677922065, 115, 85, 82, 'Female', 57.643650195775024, 1.5125893271456543, 0.056451493440914505, 30, 25.19471271749226, 95, 'High Risk'),
(41027, 99, 14, '07:45.8', 37.238726638445335, 98.42527747250676, 125, 86, 48, 'Female', 81.75911248391664, 1.709013744191066, 0.1443663173642804, 39, 27.99271726240997, 99, 'High Risk'),
(41028, 84, 16, '06:45.8', 36.139641376642274, 95.49908329350549, 120, 85, 31, 'Female', 84.50183660127436, 1.5340658300855212, 0.1080545920225977, 35, 35.906920086651986, 96.66666666666667, 'High Risk'),
(41029, 62, 14, '05:45.8', 36.51305495036307, 95.95489652361098, 137, 82, 67, 'Female', 98.99512934559738, 1.893471714905607, 0.11864644716938075, 55, 27.611893115490847, 100.33333333333333, 'Low Risk'),
(41030, 98, 18, '04:45.8', 36.542988824073404, 95.59176614377458, 138, 79, 20, 'Male', 77.54828853466054, 1.7589189463293775, 0.059070752110100856, 59, 25.065741907342705, 98.66666666666666, 'High Risk'),
(41031, 68, 17, '03:45.8', 36.90160502022632, 97.93905281179775, 138, 73, 42, 'Male', 61.60080315, 1.8476189604437503, 0.060581411162445524, 65, 18.04519393174844, 94.66666666666666, 'High Risk'),
(41032, 87, 14, '02:45.8', 36.32904585140865, 97.95172333842329, 115, 70, 53, 'Male', 99.77042836772786, 1.6512546196766307, 0.069191756, 45, 36.590955098089815, 85, 'High Risk'),
(41033, 69, 15, '01:45.8', 36.963923081017334, 97.42838749174052, 139, 78, 19, 'Male', 59.70642315058075, 1.6962064448649221, 0.13986293928269727, 61, 20.752175737854593, 98.33333333333333, 'Low Risk'),
(41034, 92, 14, '00:45.8', 36.05320574008311, 97.95410176847894, 119, 81, 42, 'Male', 53.71852724379977, 1.6777359065122939, 0.062899976, 38, 19.08432917566903, 93.66666666666667, 'High Risk'),
(41035, 86, 17, '59:45.8', 36.200550632656025, 95.32598432303813, 139, 77, 22, 'Male', 98.12407450329016, 1.8547885667712367, 0.091282232, 62, 28.522445122313126, 97.66666666666666, 'Low Risk'),
(41036, 98, 17, '58:45.8', 36.72491382, 99.89589919852934, 114, 80, 67, 'Female', 98.25550983836811, 1.5357565662315094, 0.141148814, 34, 41.65931760837481, 91.33333333333333, 'High Risk'),
(41037, 78, 15, '57:45.8', 36.67377482964705, 98.35635227056781, 125, 81, 76, 'Male', 73.61875822405922, 1.577430141419361, 0.062530252, 44, 29.586133840992613, 95.66666666666667, 'Low Risk'),
(41038, 65, 12, '56:45.8', 36.88124669147932, 96.58410503185362, 120, 81, 42, 'Male', 86.17385934553539, 1.6346799765890456, 0.073585781, 39, 32.24854001583227, 94, 'High Risk'),
(41039, 66, 12, '55:45.8', 37.01992366548683, 97.95504327172644, 110, 85, 24, 'Female', 68.52193386361225, 1.5595087719604372, 0.12379951320017568, 25, 28.17435402983716, 93.33333333333333, 'Low Risk'),
(41040, 99, 12, '54:45.8', 37.08103833052429, 99.75186373560845, 126, 86, 77, 'Female', 81.95779544, 1.7827813087553877, 0.10998511574748457, 40, 25.78660237660448, 99.33333333333333, 'High Risk'),
(41041, 74, 19, '53:45.8', 36.505294956155325, 96.59257507770205, 134, 75, 31, 'Female', 70.89292774, 1.689703069138726, 0.11123477101610973, 59, 24.830309129839918, 94.66666666666666, 'Low Risk'),
(41042, 69, 12, '52:45.8', 36.592854722490785, 96.39025936844855, 138, 76, 82, 'Female', 52.72819770610634, 1.8697758224020302, 0.1346686851143703, 62, 15.082170552537994, 96.66666666666666, 'High Risk'),
(41043, 67, 17, '51:45.8', 36.36141155303626, 98.61650335945357, 130, 75, 89, 'Female', 51.211550893210614, 1.6511694515764486, 0.10879264951459633, 55, 18.783851147763492, 93.33333333333333, 'Low Risk'),
(41044, 87, 19, '50:45.8', 36.39157249822378, 95.59964858445062, 133, 76, 27, 'Male', 96.99545286879442, 1.572916613739644, 0.091069011, 57, 39.20486618118139, 95, 'High Risk'),
(41045, 79, 19, '49:45.8', 37.424412549440646, 97.69017188758781, 126, 75, 49, 'Male', 68.41221999186004, 1.7610565685969233, 0.13692350484800342, 51, 22.05906347821273, 92, 'Low Risk'),
(41046, 70, 14, '48:45.8', 36.64583606423326, 97.34607404760656, 138, 88, 41, 'Male', 84.42943798826371, 1.5332809502156066, 0.055910015, 50, 35.91289522398015, 104.66666666666666, 'High Risk'),
(41047, 68, 17, '47:45.8', 36.42977164845556, 98.77107237732613, 120, 74, 45, 'Male', 75.83585757092091, 1.6736054798841296, 0.059749583, 46, 27.07499741559513, 89.33333333333333, 'Low Risk'),
(41048, 64, 14, '46:45.8', 37.45279312697087, 97.20503818188105, 120, 83, 30, 'Male', 78.72516069738194, 1.8736955412809235, 0.067989248, 37, 22.424125180086673, 95.33333333333333, 'Low Risk'),
(41049, 90, 17, '45:45.8', 36.3911835, 97.09875944704615, 110, 75, 86, 'Male', 61.23492279381276, 1.5950182791181327, 0.053825037, 35, 24.069543059287376, 86.66666666666667, 'Low Risk'),
(41050, 98, 16, '44:45.8', 36.604282448164234, 95.92190583829057, 125, 78, 87, 'Male', 74.54970016331514, 1.962287881077695, 0.146411989, 47, 19.36067335027815, 93.66666666666667, 'High Risk'),
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(41228, 90, 13, '46:45.8', 36.63762209489841, 99.20379249306853, 117, 83, 48, 'Male', 65.57860014261624, 1.6171967386931176, 0.092577112, 34, 25.074739403258818, 94.33333333333333, 'Low Risk'),
(41229, 86, 17, '45:45.8', 36.51042345, 95.87570555514209, 138, 88, 44, 'Male', 70.06060644346303, 1.6914084812541028, 0.10388066793215381, 50, 24.489328920505606, 104.66666666666666, 'Low Risk'),
(41230, 93, 19, '44:45.8', 36.87231608272258, 95.13412330460906, 115, 71, 89, 'Male', 54.457395539233225, 1.504243655448866, 0.070503427, 44, 24.066918664824506, 85.66666666666667, 'High Risk'),
(41231, 74, 17, '43:45.8', 37.424402675182606, 98.5064794, 138, 78, 76, 'Female', 99.70424832459912, 1.572092161079703, 0.050587467971970404, 60, 40.34202176051732, 98, 'High Risk'),
(41232, 89, 17, '42:45.8', 36.856153386594954, 97.47176319, 132, 85, 41, 'Male', 89.14084654554193, 1.6732352155599255, 0.10163308970773857, 47, 31.839245047921228, 100.66666666666667, 'High Risk'),
(41233, 82, 17, '41:45.8', 36.55769793754306, 95.47514826582388, 122, 88, 82, 'Female', 85.63450552743197, 1.9308601828607326, 0.076162986, 34, 22.969267239369024, 99.33333333333333, 'Low Risk'),
(41234, 86, 14, '40:45.8', 37.49284047606629, 99.50147700193031, 139, 80, 66, 'Female', 84.10860342449709, 1.5648716666798894, 0.088464434, 59, 34.34653790045407, 99.66666666666666, 'High Risk'),
(41235, 65, 17, '39:45.8', 37.054190421088144, 99.44808537, 132, 85, 46, 'Male', 81.40701363664424, 1.677266187, 0.14884767397606086, 47, 28.93728886848496, 100.66666666666667, 'Low Risk'),
(41236, 94, 16, '38:45.8', 36.44658855226671, 97.00505206, 127, 74, 48, 'Female', 59.64335006404519, 1.5575869409006182, 0.12242384221410178, 53, 24.58427664705651, 91.66666666666666, 'High Risk'),
(41237, 89, 13, '37:45.8', 36.14105732503086, 97.13120656712867, 138, 84, 18, 'Female', 99.62466211580787, 1.624704451107718, 0.12857163790937315, 54, 37.74140998, 102, 'High Risk'),
(41238, 69, 14, '36:45.8', 37.06399834250736, 98.49150136, 124, 70, 37, 'Female', 95.62302641, 1.8083830651931694, 0.07011251, 54, 29.24028639186935, 88, 'Low Risk'),
(41239, 80, 16, '35:45.8', 36.926445906201586, 95.42799531339536, 124, 76, 50, 'Female', 77.07286904447484, 1.640572205933099, 0.050116053, 48, 28.63589931485723, 92, 'Low Risk'),
(41240, 64, 15, '34:45.8', 36.735219811310735, 98.66784000232397, 129, 70, 71, 'Female', 95.42741529175275, 1.5029659946578153, 0.11891377552125267, 59, 42.244954988969525, 89.66666666666666, 'High Risk'),
(41241, 71, 19, '33:45.8', 36.806555260485354, 95.06656006, 111, 74, 33, 'Male', 59.12752056089855, 1.9652881189244744, 0.060313719262955215, 37, 15.308661158100135, 86.33333333333333, 'High Risk'),
(41242, 60, 19, '32:45.8', 36.36877707914536, 95.12086531610437, 133, 87, 74, 'Male', 86.25083680895581, 1.9761426004978693, 0.096478661, 46, 22.08649271, 102.33333333333333, 'Low Risk'),
(41243, 89, 16, '31:45.8', 37.02475804103986, 99.27532840993823, 134, 85, 73, 'Male', 67.6226471, 1.731371277338719, 0.12149022992560893, 49, 22.558579573841897, 101.33333333333333, 'Low Risk'),
(41244, 72, 18, '30:45.8', 37.33670150617496, 96.14186322607856, 126, 89, 82, 'Male', 71.39712023369412, 1.9444116870205246, 0.11014136680032169, 37, 18.884446034665093, 101.33333333333333, 'Low Risk'),
(41245, 80, 19, '29:45.8', 36.192370439758236, 97.39565261176604, 118, 86, 58, 'Male', 72.72318589267421, 1.7803157817279749, 0.073909148, 32, 22.94451135468805, 96.66666666666667, 'Low Risk'),
(41246, 66, 17, '28:45.8', 36.400613451273344, 97.29435070122925, 131, 73, 22, 'Male', 77.95098660127783, 1.745662055874042, 0.06760548, 58, 25.580043113261194, 92.33333333333333, 'Low Risk'),
(41247, 97, 12, '27:45.8', 36.428201429668604, 97.65638873272529, 128, 84, 76, 'Male', 73.01817812234563, 1.7680373616575622, 0.1345198775400725, 44, 23.358670275942767, 98.66666666666667, 'High Risk'),
(41248, 90, 14, '26:45.8', 36.700728523655584, 98.23987313, 119, 77, 87, 'Female', 74.41621688502444, 1.8056292997967098, 0.073605891, 42, 22.824979762253992, 91, 'Low Risk'),
(41249, 73, 18, '25:45.8', 37.15317882109532, 99.06062494823666, 121, 89, 28, 'Female', 65.19750771735575, 1.8173614906642275, 0.093235635, 32, 19.740054707227806, 99.66666666666667, 'Low Risk'),
(41250, 73, 14, '24:45.8', 36.33467047675764, 98.25474752148538, 133, 81, 47, 'Female', 89.64790596968182, 1.696455256874333, 0.080816748, 52, 31.149804829847394, 98.33333333333333, 'High Risk'),
(41251, 89, 15, '23:45.8', 36.60831112466975, 98.95397325020163, 127, 85, 34, 'Female', 92.55350658451542, 1.7101548692164152, 0.13086500262880563, 42, 31.646231084135735, 99, 'High Risk'),
(41252, 64, 18, '22:45.8', 36.74477759318698, 99.98070665437771, 114, 85, 71, 'Female', 90.25532776121156, 1.987603198371859, 0.13510829547078695, 29, 22.846173669306534, 94.66666666666667, 'Low Risk'),
(41253, 78, 18, '21:45.8', 37.44248393617731, 97.36099473192269, 136, 73, 59, 'Female', 85.77457911151572, 1.6098093680337873, 0.11013867138504306, 63, 33.09860537357617, 94, 'High Risk'),
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(41255, 68, 16, '19:45.8', 36.24347639122017, 95.15420467459639, 122, 70, 36, 'Male', 86.04393812390043, 1.5471058818128294, 0.12548523612182982, 52, 35.94845292, 87.33333333333333, 'High Risk'),
(41256, 90, 18, '18:45.8', 36.226437078132875, 96.09968152898742, 137, 82, 73, 'Female', 53.19869009639729, 1.5330022277524602, 0.1114909700601217, 55, 22.636817363205964, 100.33333333333333, 'Low Risk'),
(41257, 66, 14, '17:45.8', 36.31003357081596, 96.88917537014264, 130, 89, 42, 'Male', 54.993438841416356, 1.6664721887104161, 0.11106077754436894, 41, 19.802259036726152, 102.66666666666667, 'Low Risk'),
(41258, 89, 15, '16:45.8', 36.940893262845194, 96.14325266, 114, 77, 34, 'Male', 56.994142087727866, 1.7665353252823321, 0.13770284210336692, 37, 18.26356556016794, 89.33333333333333, 'High Risk'),
(41259, 83, 16, '15:45.8', 36.67603246245265, 98.25670493873233, 117, 81, 55, 'Male', 78.81496215118226, 1.6745161144155867, 0.0672343, 36, 28.108004139597817, 93, 'Low Risk'),
(41260, 96, 14, '14:45.8', 37.07686712, 96.36548571518775, 136, 83, 47, 'Male', 63.77718489226427, 1.8214115139080946, 0.084097967, 53, 19.22424047850929, 100.66666666666666, 'High Risk'),
(41261, 88, 18, '13:45.8', 36.924490075622145, 95.16198409916247, 115, 86, 32, 'Male', 74.07035725087779, 1.865046914158781, 0.05857348, 29, 21.29437598348433, 95.66666666666667, 'Low Risk'),
(41262, 85, 12, '12:45.8', 36.42904006813752, 99.93539649, 137, 73, 70, 'Male', 75.36472436764709, 1.9669701960723236, 0.13277495613021667, 64, 19.479264567924528, 94.33333333333333, 'Low Risk'),
(41263, 69, 16, '11:45.8', 36.65528816, 96.88609310327286, 135, 88, 81, 'Female', 65.06768888991377, 1.7962583622033095, 0.097384893, 47, 20.16637206774198, 103.66666666666667, 'Low Risk'),
(41264, 94, 16, '10:45.8', 37.06516474505482, 95.33786526854904, 112, 71, 40, 'Male', 85.47208944971318, 1.7676337679543157, 0.14507961678048797, 41, 27.35519039, 84.66666666666667, 'High Risk'),
(41265, 65, 13, '09:45.8', 36.57962731783042, 96.21289482, 130, 72, 82, 'Female', 93.96824297478996, 1.8647324118450217, 0.075142157, 58, 27.023902622795543, 91.33333333333333, 'Low Risk'),
(41266, 86, 13, '08:45.8', 37.45645592649055, 99.26926627659779, 136, 82, 85, 'Male', 78.98824839783103, 1.9193465318629401, 0.089187929, 54, 21.441526378679274, 100, 'Low Risk'),
(41267, 72, 16, '07:45.8', 37.446521992908536, 97.66038426140918, 113, 88, 77, 'Male', 67.18052083072558, 1.8955843544357407, 0.05804972, 25, 18.69636316902662, 96.33333333333333, 'Low Risk'),
(41268, 81, 14, '06:45.8', 37.23484767289177, 99.13672766641865, 139, 76, 39, 'Female', 95.19825342, 1.9959757481799745, 0.12412545340694746, 63, 23.895628636079977, 97, 'Low Risk'),
(41269, 95, 12, '05:45.8', 36.402850136915866, 99.07564023916602, 129, 74, 86, 'Male', 52.45674939373827, 1.5098204551201717, 0.12688170916442232, 55, 23.011809237552853, 92.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(41271, 70, 12, '03:45.8', 37.195665222225614, 98.79122248539454, 115, 73, 60, 'Female', 78.94532476920968, 1.9019397640928668, 0.13329136017505702, 42, 21.823926932770274, 87, 'Low Risk'),
(41272, 75, 13, '02:45.8', 37.29955835469992, 99.34509009489726, 132, 77, 45, 'Male', 59.853763013531285, 1.842052532341592, 0.10477337540357753, 55, 17.639547368703816, 95.33333333333333, 'High Risk'),
(41273, 75, 18, '01:45.8', 36.89228744958935, 96.03058290400631, 132, 81, 82, 'Male', 88.11706584216196, 1.9210931633998753, 0.14843157930620926, 51, 23.876088194883955, 98, 'Low Risk'),
(41274, 84, 15, '00:45.8', 37.420365774951314, 95.03398947745745, 137, 86, 67, 'Male', 55.61677633214146, 1.668883043520518, 0.084758669, 51, 19.968893852871403, 103, 'Low Risk'),
(41275, 99, 17, '59:45.8', 36.78020563, 98.46921968532415, 121, 88, 49, 'Female', 65.85620080460477, 1.7395500919301827, 0.10079696292286133, 33, 21.763202078012903, 99, 'High Risk'),
(41276, 90, 16, '58:45.8', 36.86375840541769, 96.05562997386795, 121, 87, 75, 'Female', 91.86106755160684, 1.8130344000154675, 0.066757667, 34, 27.94598357680752, 98.33333333333333, 'Low Risk'),
(41277, 93, 13, '57:45.8', 37.38108361853489, 99.53831584090224, 130, 71, 79, 'Female', 58.35904310365923, 1.8910172969196837, 0.053133953432197525, 59, 16.31988746, 90.66666666666666, 'High Risk'),
(41278, 70, 14, '56:45.8', 36.550134477038185, 99.85469931, 111, 81, 77, 'Male', 62.15032689004404, 1.595804820245864, 0.141089963, 30, 24.405284353058825, 91, 'Low Risk'),
(41279, 75, 13, '55:45.8', 36.156285608154725, 97.67605856163388, 114, 84, 69, 'Male', 55.25820945695943, 1.8529903988604242, 0.087340069, 30, 16.093498733112472, 94, 'High Risk'),
(41280, 63, 18, '54:45.8', 36.65240335656206, 98.48269879505123, 138, 87, 47, 'Female', 98.98053393420969, 1.5999099595993038, 0.12737627620734707, 51, 38.66862311849079, 104, 'High Risk'),
(41281, 90, 14, '53:45.8', 36.42844734213872, 98.23707693383179, 118, 76, 19, 'Male', 90.30263839737387, 1.5413785690289883, 0.099852213, 42, 38.00859417855964, 90, 'High Risk'),
(41282, 66, 18, '52:45.8', 37.49913596799799, 98.09224460655334, 136, 87, 63, 'Male', 84.57673074946649, 1.5397959650517337, 0.062283292, 49, 35.67176015538644, 103.33333333333333, 'High Risk'),
(41283, 87, 13, '51:45.8', 37.000177135357475, 99.97456556155254, 126, 80, 26, 'Female', 95.37007495580264, 1.8354735575820411, 0.091945342, 46, 28.308434923085855, 95.33333333333333, 'Low Risk'),
(41284, 89, 18, '50:45.8', 36.56522691663303, 96.71694779, 132, 80, 73, 'Female', 79.37623586231851, 1.8634487609472283, 0.093045018, 52, 22.85891376, 97.33333333333333, 'Low Risk'),
(41285, 93, 19, '49:45.8', 37.04733323481126, 99.48098943422877, 122, 71, 53, 'Male', 87.55774487711764, 1.9692225546680993, 0.12924590721632184, 51, 22.579013576174297, 88, 'High Risk'),
(41286, 89, 12, '48:45.8', 37.42066213825669, 95.15211727863266, 122, 82, 36, 'Female', 91.64646295790868, 1.591804617, 0.060641441, 40, 36.168973915075725, 95.33333333333333, 'High Risk'),
(41287, 80, 12, '47:45.8', 36.51307233, 97.32809504, 112, 77, 37, 'Female', 61.67284633990796, 1.9330057736623236, 0.057550486252832156, 35, 16.505462192258648, 88.66666666666667, 'High Risk'),
(41288, 64, 13, '46:45.8', 36.51998702406566, 97.85036750407647, 130, 89, 27, 'Male', 61.89019191593674, 1.9229136166937941, 0.1449903170692482, 41, 16.73795052409459, 102.66666666666667, 'High Risk'),
(41289, 81, 13, '45:45.8', 36.984013506118394, 97.17145910585702, 116, 87, 84, 'Male', 83.30896201706564, 1.8777722830114538, 0.13713599986900257, 29, 23.626852756541936, 96.66666666666667, 'Low Risk'),
(41290, 71, 17, '44:45.8', 36.39008612422187, 98.69350581444552, 137, 81, 22, 'Male', 98.73035214636855, 1.8205141038587467, 0.1400053071596265, 56, 29.78945722987958, 99.66666666666666, 'Low Risk'),
(41291, 96, 12, '43:45.8', 36.04865471096882, 95.29319596116862, 126, 88, 51, 'Female', 50.510372801526884, 1.8434424722313192, 0.058185539, 38, 14.863510539270084, 100.66666666666667, 'High Risk'),
(41292, 87, 12, '42:45.8', 36.471324745375085, 96.15471732904138, 110, 78, 21, 'Male', 93.58507084915453, 1.6149445714474615, 0.070368498, 32, 35.88321370367005, 88.66666666666667, 'High Risk'),
(41293, 69, 15, '41:45.8', 36.63160733309387, 99.96288718012347, 118, 74, 26, 'Female', 71.56669910414394, 1.9894897286228233, 0.074536969, 44, 18.081213902015293, 88.66666666666667, 'High Risk'),
(41294, 74, 14, '40:45.8', 37.109516899369545, 96.74331002, 121, 76, 66, 'Female', 90.90044406869944, 1.9854809067011105, 0.087618089, 45, 23.058687029232242, 91, 'Low Risk'),
(41295, 62, 13, '39:45.8', 36.08788095413205, 95.70919248338254, 116, 87, 27, 'Male', 91.11894731676162, 1.7363089485659953, 0.14838263548636982, 29, 30.224191114929546, 96.66666666666667, 'High Risk'),
(41296, 80, 17, '38:45.8', 36.494181509594185, 98.69138417949685, 120, 84, 77, 'Male', 57.73655333078984, 1.9253707044794908, 0.095738662, 36, 15.57478769782223, 96, 'High Risk'),
(41297, 72, 17, '37:45.8', 36.06659707222856, 95.88159489782822, 135, 79, 59, 'Male', 96.47505655774782, 1.527751055782633, 0.057895591131007264, 56, 41.33423048320337, 97.66666666666666, 'High Risk'),
(41298, 75, 13, '36:45.8', 36.39870571378948, 95.35984939185158, 134, 73, 64, 'Female', 89.43129890618218, 1.8700350594389783, 0.059080209554548985, 61, 25.573492413154057, 93.33333333333333, 'Low Risk'),
(41299, 89, 14, '35:45.8', 36.34114837323755, 99.22989346840804, 113, 77, 43, 'Female', 61.69653107454262, 1.9240815464746939, 0.1054954823094868, 36, 16.66532538, 89, 'High Risk'),
(41300, 77, 13, '34:45.8', 36.89384400426941, 96.76100501190221, 119, 89, 23, 'Female', 97.12098615, 1.875026851, 0.059098837, 30, 27.62473373268319, 99, 'Low Risk'),
(41301, 60, 13, '33:45.8', 36.05079617488082, 96.39927732125169, 120, 75, 71, 'Female', 68.07017373158838, 1.571193036793361, 0.11771656747008083, 45, 27.57387278190636, 90, 'Low Risk'),
(41302, 61, 19, '32:45.8', 37.44178386491757, 97.08406795893251, 122, 83, 74, 'Female', 82.02752186542008, 1.9218864082533602, 0.10341560339280748, 39, 22.207729577922702, 96, 'Low Risk'),
(41303, 61, 16, '31:45.8', 36.90444436980194, 95.97117804, 137, 79, 29, 'Female', 76.57231188669219, 1.9716410962148634, 0.13602468841426602, 58, 19.697723453530543, 98.33333333333333, 'Low Risk'),
(41304, 91, 18, '30:45.8', 36.78999107501557, 99.39396548354001, 136, 76, 38, 'Male', 61.15384534348131, 1.8511819076682008, 0.072844575, 60, 17.84537080116607, 96, 'High Risk'),
(41305, 96, 19, '29:45.8', 36.71585787784798, 99.08129696, 128, 83, 72, 'Male', 52.26846808712263, 1.8209648417761832, 0.1456892853599009, 45, 15.762919231201503, 98, 'High Risk'),
(41306, 92, 14, '28:45.8', 36.29703047208157, 95.49418131909411, 138, 82, 41, 'Female', 92.21530586440059, 1.8133792605917038, 0.11319449089708895, 56, 28.04308072780698, 100.66666666666666, 'High Risk'),
(41307, 96, 15, '27:45.8', 36.667520454567935, 97.78027619544893, 122, 82, 75, 'Female', 85.71095682744559, 1.628099988340071, 0.13032439037871285, 40, 32.33509914921018, 95.33333333333333, 'High Risk'),
(41308, 69, 17, '26:45.8', 37.385253116721685, 99.72553622816761, 112, 75, 67, 'Female', 62.741481715994155, 1.7582877426249486, 0.054243319, 37, 20.294337277077865, 87.33333333333333, 'Low Risk'),
(41309, 73, 19, '25:45.8', 37.11352505083737, 95.03435774327029, 128, 74, 28, 'Female', 71.10678422754141, 1.5611653011857145, 0.10212533288864534, 54, 29.175160798592387, 92, 'Low Risk'),
(41310, 62, 15, '24:45.8', 36.70294795711588, 98.34155334088675, 123, 83, 59, 'Male', 63.61510936400053, 1.9967577101747849, 0.13016613581173703, 40, 15.955467658709201, 96.33333333333333, 'High Risk'),
(41311, 68, 12, '23:45.8', 37.07842514929358, 97.31051032058537, 116, 88, 80, 'Female', 79.62686122, 1.9369138852623995, 0.088674685, 28, 21.224573486204438, 97.33333333333333, 'Low Risk'),
(41312, 60, 16, '22:45.8', 36.726870725291725, 95.47823488993177, 112, 84, 64, 'Male', 67.54969419306119, 1.6795700896411605, 0.13478904392741325, 28, 23.94567717879739, 93.33333333333333, 'Low Risk'),
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(41491, 93, 12, '23:45.8', 36.43444291806786, 99.74911338009436, 118, 72, 37, 'Male', 99.96456512135393, 1.8637437704513553, 0.11920392710154668, 46, 28.778865621969327, 87.33333333333333, 'High Risk'),
(41492, 79, 12, '22:45.8', 36.20316038574709, 96.03562296330729, 123, 82, 66, 'Male', 92.10485149196418, 1.643677898, 0.11147175474103058, 41, 34.0917328, 95.66666666666667, 'High Risk'),
(41493, 68, 16, '21:45.8', 36.83534721856652, 96.71516734897669, 111, 73, 73, 'Female', 67.63327597885922, 1.9777404340702878, 0.05387746, 38, 17.291068800203302, 85.66666666666667, 'High Risk'),
(41494, 64, 18, '20:45.8', 36.987546702136264, 96.01147010743163, 125, 82, 35, 'Male', 96.28522412078075, 1.6101738563104953, 0.090150583, 43, 37.13762305221932, 96.33333333333333, 'High Risk'),
(41495, 78, 18, '19:45.8', 36.55661674245234, 96.94859563, 137, 72, 88, 'Female', 54.94095202373404, 1.8746333569051874, 0.1253681757851421, 65, 15.633762122840995, 93.66666666666666, 'High Risk'),
(41496, 97, 16, '18:45.8', 37.10575941519076, 95.92430919697232, 115, 81, 44, 'Female', 99.36961288072297, 1.8307540013873655, 0.11887516927116319, 34, 29.64787793155012, 92.33333333333333, 'High Risk'),
(41497, 97, 19, '17:45.8', 36.06340203086678, 96.66766351949694, 119, 79, 49, 'Female', 91.81321139370002, 1.9685457979199021, 0.13825705766204244, 40, 23.69267690857282, 92.33333333333333, 'High Risk'),
(41498, 72, 12, '16:45.8', 36.83736821654108, 98.81753914565161, 116, 77, 19, 'Male', 60.56857502455863, 1.6306594221241486, 0.098294814, 39, 22.778274792086926, 90, 'Low Risk'),
(41499, 79, 17, '15:45.8', 36.23192519880581, 95.94754323215521, 110, 75, 75, 'Male', 70.81584851, 1.6067282158837874, 0.059716512, 35, 27.431251525144756, 86.66666666666667, 'Low Risk'),
(41500, 72, 17, '14:45.8', 37.29471140510728, 95.42562738616097, 133, 84, 57, 'Male', 87.91862545235057, 1.999025840279165, 0.088591174, 49, 22.001083712969038, 100.33333333333333, 'Low Risk'),
(41501, 75, 14, '13:45.8', 36.20840120201812, 98.77833018494059, 126, 72, 74, 'Female', 72.51020793150178, 1.6918991250140443, 0.12904373, 54, 25.330876578802464, 90, 'Low Risk'),
(41502, 70, 12, '12:45.8', 36.143215704566195, 97.06183234249576, 131, 73, 81, 'Female', 53.297522417564466, 1.6012907682326951, 0.13500761384907295, 58, 20.78579411326919, 92.33333333333333, 'Low Risk'),
(41503, 91, 15, '11:45.8', 36.32197821683836, 97.30832983657287, 113, 77, 42, 'Male', 57.61926668590262, 1.9765675581107263, 0.096069513, 36, 14.748382786024587, 89, 'High Risk'),
(41504, 75, 19, '10:45.8', 36.38998496864995, 99.29779961760072, 135, 70, 77, 'Male', 79.66513996511128, 1.5483470175802732, 0.064162968, 65, 33.23010546815876, 91.66666666666666, 'High Risk'),
(41505, 96, 13, '09:45.8', 36.75797485103053, 96.62828305, 116, 83, 39, 'Male', 84.53942925456292, 1.8197325489447511, 0.12890919306665466, 33, 25.529610270988382, 94, 'High Risk'),
(41506, 98, 13, '08:45.8', 36.49629328699582, 98.08110085, 128, 75, 89, 'Female', 56.49435012697626, 1.5189626583005311, 0.073843315, 53, 24.48560404710445, 92.66666666666666, 'High Risk'),
(41507, 79, 15, '07:45.8', 36.63287195542746, 95.58149680347941, 127, 87, 22, 'Male', 68.73641403788496, 1.901268813562885, 0.14188938024696637, 40, 19.015152915990203, 100.33333333333333, 'Low Risk'),
(41508, 99, 12, '06:45.8', 37.01124787491412, 95.80265894442257, 121, 70, 37, 'Female', 83.05852931883956, 1.8761991498863375, 0.067409268, 51, 23.595346929409995, 87, 'High Risk'),
(41509, 70, 13, '05:45.8', 37.24656784323496, 99.23426951007944, 112, 75, 45, 'Female', 80.06511300658951, 1.815922291522142, 0.13339007158572652, 37, 24.280006640938225, 87.33333333333333, 'Low Risk'),
(41510, 91, 17, '04:45.8', 37.08752983242614, 95.55694846857624, 132, 76, 59, 'Male', 61.582630330252236, 1.8814192763315098, 0.1442003337258675, 56, 17.397508444738122, 94.66666666666666, 'High Risk'),
(41511, 84, 12, '03:45.8', 36.077523192912864, 95.38037240064429, 139, 76, 85, 'Male', 84.10409952273595, 1.57091801, 0.14724998524666472, 63, 34.080827261349945, 97, 'High Risk'),
(41512, 76, 19, '02:45.8', 36.49566389585497, 96.25388110080758, 116, 79, 56, 'Male', 81.61938483346728, 1.6807532400024974, 0.147003596, 37, 28.892518692545817, 91.33333333333333, 'Low Risk'),
(41513, 71, 19, '01:45.8', 37.179471187560715, 97.09728574029414, 120, 88, 57, 'Male', 80.02330088961294, 1.8622435214958586, 0.12857481022687617, 32, 23.075096051672016, 98.66666666666667, 'Low Risk'),
(41514, 67, 13, '00:45.8', 37.01857960826669, 99.26876609765868, 133, 81, 79, 'Female', 94.61388339057129, 1.9948659304377658, 0.110515262, 52, 23.775378623523025, 98.33333333333333, 'Low Risk'),
(41515, 61, 16, '59:45.8', 37.399518784308015, 97.57344190519282, 118, 70, 63, 'Male', 81.46440045987453, 1.7239781949666788, 0.12800450329866497, 48, 27.409702928503883, 86, 'Low Risk'),
(41516, 89, 19, '58:45.8', 37.49498037, 96.15017976854193, 117, 73, 80, 'Male', 85.97654640431925, 1.9161629339544723, 0.12288660783584317, 44, 23.41613029584535, 87.66666666666667, 'Low Risk'),
(41517, 70, 17, '57:45.8', 36.13535759545072, 98.29196846, 121, 85, 29, 'Female', 67.79307512381395, 1.8433640319740396, 0.088133323, 36, 19.950928661689606, 97, 'Low Risk'),
(41518, 77, 18, '56:45.8', 37.06428263318052, 96.78608451719228, 138, 88, 75, 'Male', 78.32783627394484, 1.971704126578316, 0.11983979733618133, 50, 20.148032327909622, 104.66666666666666, 'Low Risk'),
(41519, 67, 14, '55:45.8', 36.54288992816651, 95.31134192070112, 122, 77, 19, 'Female', 68.28934602, 1.8988440011709544, 0.11024318505052419, 45, 18.93975600778361, 92, 'Low Risk'),
(41520, 99, 15, '54:45.8', 37.11732178175979, 99.78462833488197, 133, 79, 82, 'Female', 88.85943966167639, 1.9940619625836267, 0.10550434165323923, 54, 22.347362395872512, 97, 'High Risk'),
(41521, 63, 13, '53:45.8', 36.253277410618765, 98.28836385548615, 125, 78, 27, 'Male', 86.47420539417934, 1.5568176881618696, 0.06086694, 47, 35.67886788105305, 93.66666666666667, 'High Risk'),
(41522, 91, 19, '52:45.8', 36.78892949745767, 97.37701239188614, 121, 88, 50, 'Male', 77.80202433728965, 1.5555669860814845, 0.1289869312151501, 33, 32.15240487866316, 99, 'High Risk'),
(41523, 63, 13, '51:45.8', 36.17931625621259, 96.43978218293088, 127, 71, 41, 'Female', 58.65837823115598, 1.6947369852828613, 0.090868016, 56, 20.423277423180153, 89.66666666666666, 'Low Risk'),
(41524, 80, 17, '50:45.8', 36.60321611, 96.30141953367794, 118, 72, 47, 'Female', 81.16547472868885, 1.7269968450516338, 0.13566464093440816, 46, 27.21374084938242, 87.33333333333333, 'Low Risk'),
(41525, 76, 13, '49:45.8', 37.31969683253573, 99.01168339555417, 123, 73, 39, 'Male', 53.10776515902904, 1.5151575358258569, 0.087388184, 50, 23.13355865380539, 89.66666666666666, 'Low Risk'),
(41526, 82, 18, '48:45.8', 36.30027135542516, 98.62708810046011, 128, 89, 65, 'Female', 67.06271895128239, 1.9980089124563303, 0.092121723, 39, 16.799111589928184, 102, 'High Risk'),
(41527, 66, 19, '47:45.8', 36.419367872521306, 99.61962556073858, 139, 86, 82, 'Female', 61.46165143564301, 1.9677129232379937, 0.079387203, 53, 15.873794345070278, 103.66666666666666, 'High Risk'),
(41528, 90, 15, '46:45.8', 36.06707045705187, 98.92192041764444, 120, 72, 35, 'Male', 60.50574453067342, 1.6437740509579788, 0.094753329, 48, 22.393004573322074, 88, 'Low Risk'),
(41529, 95, 18, '45:45.8', 36.00821069672867, 96.87170354434346, 117, 78, 39, 'Male', 73.66220485232662, 1.9167565567525289, 0.11382220024794808, 39, 20.049834813021118, 91, 'High Risk'),
(41530, 99, 15, '44:45.8', 36.592445719400246, 96.13445307339609, 121, 88, 53, 'Male', 62.398096719671365, 1.8457594476411696, 0.078189069, 33, 18.315599685409254, 99, 'High Risk'),
(41531, 93, 13, '43:45.8', 36.40005533809052, 97.72231228, 138, 76, 62, 'Female', 68.11269403587444, 1.626063792, 0.084794463, 62, 25.760417628440152, 96.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(41532, 89, 17, '42:45.8', 37.498080209398644, 95.73992611023156, 134, 73, 80, 'Female', 71.55071441525966, 1.5195517500869429, 0.1289108926655031, 61, 30.987246313049884, 93.33333333333333, 'High Risk'),
(41533, 72, 15, '41:45.8', 37.155899250655686, 99.93578972973779, 121, 71, 60, 'Male', 76.97970152, 1.8927008466140864, 0.10494100946101961, 50, 21.488805255396834, 87.66666666666666, 'Low Risk'),
(41534, 72, 18, '40:45.8', 36.33516339027217, 96.25505605581115, 134, 73, 18, 'Male', 73.54806085213879, 1.5538053118060797, 0.11196240101450161, 61, 30.463375458586537, 93.33333333333333, 'High Risk'),
(41535, 80, 15, '39:45.8', 37.01678432584248, 99.87139238442343, 131, 81, 22, 'Male', 89.06879715739743, 1.8863667045624803, 0.084468522, 50, 25.030720039877547, 97.66666666666666, 'Low Risk'),
(41536, 70, 19, '38:45.8', 36.68363825, 96.06787022, 123, 81, 34, 'Male', 54.63363091373398, 1.6675265852954824, 0.070275646, 42, 19.647827259370946, 95, 'Low Risk'),
(41537, 66, 12, '37:45.8', 36.332671558387766, 95.55189288928369, 127, 80, 59, 'Male', 55.375996079372825, 1.731129697913936, 0.06248457, 47, 18.478313775832497, 95.66666666666667, 'High Risk'),
(41538, 66, 15, '36:45.8', 36.15033574045695, 99.33444115, 120, 72, 88, 'Male', 52.51760933, 1.938346444943203, 0.14761762691207292, 48, 13.97790691868588, 88, 'High Risk'),
(41539, 65, 17, '35:45.8', 36.01404545494758, 95.41107470991432, 126, 81, 46, 'Female', 71.56649971160385, 1.9393133955702297, 0.081842457, 45, 19.02890429940342, 96, 'Low Risk'),
(41540, 85, 13, '34:45.8', 37.283867225505034, 99.33927127559716, 110, 89, 49, 'Female', 67.91759946234197, 1.670484470912544, 0.05934438, 21, 24.33870360858056, 96, 'Low Risk'),
(41541, 82, 13, '33:45.8', 36.522769371971926, 96.43066626079604, 122, 88, 28, 'Female', 55.10266713836349, 1.8851484154373481, 0.068844045, 34, 15.505348281698968, 99.33333333333333, 'High Risk'),
(41542, 83, 13, '32:45.8', 37.00753028231031, 96.09978540613587, 139, 87, 77, 'Male', 84.40185179394796, 1.8802048711215495, 0.051824254869938205, 52, 23.874903685343327, 104.33333333333333, 'Low Risk'),
(41543, 64, 14, '31:45.8', 36.199115248918986, 95.41479564479664, 117, 74, 82, 'Female', 71.36686180438343, 1.5677753670318313, 0.076729292, 43, 29.03547445638548, 88.33333333333333, 'Low Risk'),
(41544, 69, 16, '30:45.8', 36.36465486884444, 97.40729753639006, 115, 85, 86, 'Male', 66.19016748338062, 1.8972881262895105, 0.12492726609487859, 30, 18.38767853, 95, 'High Risk'),
(41545, 72, 16, '29:45.8', 36.12258526906147, 98.77385491750856, 135, 70, 63, 'Female', 63.490438528810685, 1.6832754044803593, 0.1366199314911855, 65, 22.407735599705926, 91.66666666666666, 'Low Risk'),
(41546, 98, 13, '28:45.8', 36.54411392546801, 99.32021899204764, 123, 72, 59, 'Male', 83.08896258303594, 1.9049401198322558, 0.12946074052358603, 51, 22.897110470846485, 89, 'High Risk'),
(41547, 66, 19, '27:45.8', 37.48006293361899, 98.52503480989738, 118, 73, 41, 'Female', 54.89259619659247, 1.7772180689168622, 0.1286733329216902, 45, 17.379302060689323, 88, 'High Risk'),
(41548, 79, 15, '26:45.8', 36.03798108, 98.67874482924564, 110, 73, 54, 'Female', 94.37758011663968, 1.8529927575523213, 0.057978462, 37, 27.48662351194365, 85.33333333333333, 'Low Risk'),
(41549, 61, 16, '25:45.8', 36.458366099173176, 95.97594836319236, 138, 71, 59, 'Male', 67.35896496694482, 1.5105940893131518, 0.13461166027162796, 67, 29.518877795705922, 93.33333333333333, 'Low Risk'),
(41550, 97, 12, '24:45.8', 36.85761451025363, 98.41226959234861, 111, 72, 51, 'Female', 88.14196262545815, 1.6184718771578182, 0.12583293917009208, 39, 33.64901856096887, 85, 'High Risk'),
(41551, 98, 13, '23:45.8', 36.46851602665037, 98.40722839927801, 134, 76, 58, 'Male', 84.09726944, 1.5779342371848715, 0.098230224, 58, 33.77567959, 95.33333333333333, 'High Risk'),
(41552, 94, 18, '22:45.8', 36.78658626637152, 95.36710866827451, 115, 86, 67, 'Female', 53.89215156375801, 1.6440205455275083, 0.070946316, 29, 19.939352041207858, 95.66666666666667, 'High Risk'),
(41553, 72, 15, '21:45.8', 36.80849124532383, 99.15940073478868, 124, 75, 25, 'Female', 95.20507588591525, 1.8041905784311643, 0.13358565360284805, 49, 29.247939948665817, 91.33333333333333, 'Low Risk'),
(41554, 97, 18, '20:45.8', 36.705308054696566, 99.21707454658076, 139, 72, 60, 'Male', 87.30709677707213, 1.5284493878184335, 0.13269830002074223, 67, 37.372093111854625, 94.33333333333333, 'High Risk'),
(41555, 99, 18, '19:45.8', 37.15644465204889, 96.53473713021577, 137, 82, 75, 'Female', 84.90137872217038, 1.5142265015794605, 0.12088810649109871, 55, 37.028238913246376, 100.33333333333333, 'High Risk'),
(41556, 73, 14, '18:45.8', 37.40212812521691, 98.21096240851965, 139, 87, 70, 'Male', 83.23783790876539, 1.7622228899049805, 0.08928764, 52, 26.803969480361847, 104.33333333333333, 'Low Risk'),
(41557, 96, 19, '17:45.8', 37.289507219114654, 97.73155628212213, 123, 86, 27, 'Female', 63.76220976268008, 1.937575506323902, 0.095707562, 37, 16.98423883075815, 98.33333333333333, 'High Risk'),
(41558, 87, 18, '16:45.8', 36.525803553969695, 95.62293875615008, 118, 80, 40, 'Male', 95.44035693833389, 1.8594339742610826, 0.10707646464325382, 38, 27.603905455112375, 92.66666666666667, 'Low Risk'),
(41559, 72, 17, '15:45.8', 37.23112915472418, 98.61597553, 113, 81, 23, 'Male', 94.32199090023718, 1.8556445662205407, 0.13003208036397162, 32, 27.391976510524277, 91.66666666666667, 'Low Risk'),
(41560, 62, 16, '14:45.8', 36.63249752932136, 96.73977383416366, 116, 88, 64, 'Male', 57.39122074546926, 1.7264887718198711, 0.050069934909583017, 28, 19.25386604658938, 97.33333333333333, 'Low Risk'),
(41561, 73, 16, '13:45.8', 36.42108351283304, 95.48715360207363, 112, 79, 81, 'Female', 94.94670283841629, 1.9508467946714458, 0.10937893411893496, 33, 24.94787498, 90, 'Low Risk'),
(41562, 85, 18, '12:45.8', 36.58474964490194, 95.59968933939558, 132, 86, 79, 'Male', 68.58960967814717, 1.7178387381843196, 0.10433788532300817, 46, 23.243073055879737, 101.33333333333333, 'Low Risk'),
(41563, 61, 16, '11:45.8', 36.530914042989004, 99.67976205244834, 120, 79, 74, 'Female', 73.69640446127997, 1.5062898306138635, 0.134047657, 41, 32.48098655056417, 92.66666666666667, 'High Risk'),
(41564, 95, 14, '10:45.8', 36.51780765883283, 95.32050232977525, 124, 86, 78, 'Male', 90.40662877903617, 1.950593129490464, 0.11346897256622274, 38, 23.76111928456904, 98.66666666666667, 'High Risk'),
(41565, 61, 19, '09:45.8', 36.36087758864369, 99.08089637275677, 133, 74, 41, 'Male', 84.50579000680625, 1.8450644824709101, 0.10043996506087458, 59, 24.823520211310388, 93.66666666666666, 'Low Risk'),
(41566, 66, 15, '08:45.8', 37.12884827064061, 95.12411037895312, 112, 88, 71, 'Male', 93.47986553406272, 1.6150648263364618, 0.064645543, 24, 35.83753755711744, 96, 'High Risk'),
(41567, 97, 16, '07:45.8', 36.476029925302676, 98.22047721110579, 134, 86, 70, 'Female', 64.92627163362451, 1.6388439374427162, 0.055925309, 48, 24.17381903, 102, 'High Risk'),
(41568, 71, 19, '06:45.8', 36.22828963000479, 98.63422741826761, 121, 82, 44, 'Male', 58.25072101942821, 1.582333907960621, 0.059961132, 39, 23.26510601844646, 95, 'Low Risk'),
(41569, 67, 12, '05:45.8', 36.80411437186573, 96.96225316010818, 126, 86, 19, 'Male', 65.66150994886439, 1.5335575354773683, 0.12212405694627478, 40, 27.91969803397485, 99.33333333333333, 'Low Risk'),
(41570, 90, 14, '04:45.8', 37.23449813032881, 96.15713711006315, 136, 73, 40, 'Female', 57.90272983564109, 1.8438480779813615, 0.053420327, 63, 17.03133805123376, 94, 'High Risk'),
(41571, 75, 18, '03:45.8', 36.870915988119116, 95.06449495639895, 137, 84, 47, 'Male', 90.68924325944735, 1.683584738598776, 0.13488022099455288, 53, 31.995272800675693, 101.66666666666666, 'High Risk'),
(41572, 83, 12, '02:45.8', 37.014207148546994, 95.81649892034169, 126, 79, 33, 'Male', 89.51463244, 1.9168281722097409, 0.066034005, 47, 24.36282610189957, 94.66666666666667, 'Low Risk'),
(41573, 65, 15, '01:45.8', 37.18973954302016, 95.09934745, 116, 81, 34, 'Female', 58.31594386254962, 1.767031385486008, 0.11433743208895482, 35, 18.676641496043445, 92.66666666666667, 'Low Risk'),
(41574, 61, 19, '00:45.8', 37.22395083132786, 97.05947979479913, 134, 79, 81, 'Female', 76.37141935, 1.8641660222052594, 0.10522845552263371, 55, 21.976659842990433, 97.33333333333333, 'Low Risk'),
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(41752, 83, 19, '02:45.8', 36.23368670158193, 99.04886172273818, 119, 79, 60, 'Female', 79.22226686192299, 1.564222427733668, 0.13714453841899565, 40, 32.3780171, 92.33333333333333, 'High Risk'),
(41753, 96, 17, '01:45.8', 36.791889313194154, 96.04269292566174, 134, 84, 67, 'Male', 87.91763241, 1.6072816838956485, 0.096190644, 50, 34.03235422, 100.66666666666666, 'High Risk'),
(41754, 95, 14, '00:45.8', 37.49490204835121, 98.93574878672851, 118, 87, 67, 'Male', 57.49231037173578, 1.5195218268582356, 0.10593898602285423, 31, 24.899800979588434, 97.33333333333333, 'High Risk'),
(41755, 65, 13, '59:45.8', 36.770327567839935, 97.02229909298097, 111, 75, 52, 'Male', 60.49718172532624, 1.8686536643856784, 0.090042003, 36, 17.325170198656426, 87, 'High Risk'),
(41756, 74, 18, '58:45.8', 37.04413569898792, 97.40948430508101, 120, 73, 49, 'Male', 65.35694664941059, 1.700892182618157, 0.12703993271955405, 47, 22.59114194633821, 88.66666666666667, 'Low Risk'),
(41757, 93, 18, '57:45.8', 36.04899338190649, 95.61544906, 115, 81, 23, 'Female', 75.11207356811768, 1.8000653884395839, 0.05921904, 34, 23.181054532796892, 92.33333333333333, 'High Risk'),
(41758, 88, 14, '56:45.8', 36.32036926898386, 99.63083399914751, 139, 89, 61, 'Female', 91.25215484199086, 1.8134505471047349, 0.074781019, 50, 27.74800058967841, 105.66666666666666, 'Low Risk'),
(41759, 63, 19, '55:45.8', 36.244200310270294, 98.81540755059514, 113, 70, 76, 'Female', 59.170910969430444, 1.7286413142081059, 0.084212448, 43, 19.801517724088576, 84.33333333333333, 'Low Risk'),
(41760, 79, 13, '54:45.8', 36.85133292318951, 95.64436345564873, 126, 76, 54, 'Female', 68.95061497236452, 1.7435925329024435, 0.10401058961028192, 50, 22.680265966516643, 92.66666666666666, 'Low Risk'),
(41761, 99, 15, '53:45.8', 37.01262551414051, 97.85293468804376, 122, 73, 37, 'Male', 61.41580319825571, 1.719061170873734, 0.11718103161242338, 49, 20.78248492970166, 89.33333333333333, 'High Risk'),
(41762, 66, 19, '52:45.8', 36.47440112547329, 99.66813306313097, 125, 81, 61, 'Male', 82.44582953720382, 1.5936674002470583, 0.053785616, 44, 32.46185356270754, 95.66666666666667, 'High Risk'),
(41763, 63, 13, '51:45.8', 36.687044520196935, 99.24986073690908, 128, 84, 77, 'Male', 85.82638022072592, 1.7125425437387263, 0.10679578370629193, 44, 29.264294442949776, 98.66666666666667, 'Low Risk'),
(41764, 94, 19, '50:45.8', 37.37649039024646, 96.49746917649155, 128, 78, 45, 'Male', 91.66746091233505, 1.9669440228597528, 0.14667821469166203, 50, 23.69360810877207, 94.66666666666666, 'High Risk'),
(41765, 67, 19, '49:45.8', 37.41758506137021, 96.08167850147623, 123, 80, 46, 'Male', 64.64831031077587, 1.5166999127995042, 0.092990681, 43, 28.103334640016914, 94.33333333333333, 'Low Risk'),
(41766, 64, 13, '48:45.8', 36.04065976034091, 95.18801415590596, 124, 86, 29, 'Female', 93.98494742902497, 1.9937241718847831, 0.073096552, 38, 23.64439218387383, 98.66666666666667, 'Low Risk'),
(41767, 65, 15, '47:45.8', 36.353177693278155, 99.42244227058956, 122, 76, 20, 'Female', 97.18155433786835, 1.9954781216288036, 0.067559877, 46, 24.405623085847783, 91.33333333333333, 'Low Risk'),
(41768, 88, 19, '46:45.8', 36.026464333080774, 98.07829245091764, 123, 81, 70, 'Male', 91.30538412606609, 1.644778991594495, 0.14542937464372535, 42, 33.750583650460456, 95, 'High Risk'),
(41769, 71, 14, '45:45.8', 36.71123618866222, 95.57851819097093, 116, 75, 86, 'Male', 54.837969634180396, 1.8139103771427132, 0.10207748807646622, 41, 16.666703754519123, 88.66666666666667, 'High Risk'),
(41770, 82, 19, '44:45.8', 36.871867074792085, 96.80884219, 135, 74, 48, 'Female', 62.317844019001726, 1.5877451748530411, 0.14477745107670112, 61, 24.720133775596743, 94.33333333333333, 'Low Risk'),
(41771, 84, 15, '43:45.8', 36.75928292236817, 99.61467938756068, 112, 74, 42, 'Female', 69.27595840684788, 1.8158367496080752, 0.12558414927248013, 38, 21.010139706796167, 86.66666666666667, 'Low Risk'),
(41772, 96, 12, '42:45.8', 36.10844468, 97.17491260713182, 121, 79, 23, 'Male', 59.62354027287075, 1.6088686013762552, 0.11562217994935428, 42, 23.03438425789841, 93, 'High Risk'),
(41773, 77, 17, '41:45.8', 36.91046492403862, 95.7222293, 117, 81, 33, 'Male', 55.57041592, 1.9741576326073678, 0.088720688, 36, 14.258702006102407, 93, 'High Risk'),
(41774, 67, 13, '40:45.8', 36.38648442708851, 97.47153782647825, 120, 73, 25, 'Male', 75.14684952569641, 1.6579037393292757, 0.072238907, 47, 27.33959997, 88.66666666666667, 'Low Risk'),
(41775, 98, 16, '39:45.8', 36.340207168399765, 98.02379235528618, 129, 72, 39, 'Male', 52.142718725967015, 1.5208271051651558, 0.1443159776466475, 57, 22.544156113239517, 91, 'High Risk'),
(41776, 86, 14, '38:45.8', 37.133002780005455, 99.87366832683112, 127, 76, 29, 'Female', 95.15750516310656, 1.6131235348113013, 0.080081115, 51, 36.56855439, 93, 'High Risk'),
(41777, 65, 13, '37:45.8', 37.43058696517227, 99.50126149227272, 138, 79, 33, 'Female', 95.79259515161475, 1.7899653389559125, 0.086976532, 59, 29.898038469391494, 98.66666666666666, 'Low Risk'),
(41778, 88, 19, '36:45.8', 37.43596166488269, 95.98130595538059, 126, 74, 63, 'Male', 84.15411412675113, 1.7245537357996907, 0.086081339, 52, 28.29579433621624, 91.33333333333333, 'Low Risk'),
(41779, 90, 12, '35:45.8', 36.55080742424954, 95.83112784581199, 139, 79, 56, 'Female', 61.60664737, 1.5818973806396015, 0.11115698464868083, 60, 24.61903134515732, 99, 'Low Risk'),
(41780, 79, 19, '34:45.8', 37.023600987178604, 96.764494, 120, 78, 46, 'Male', 88.85263858144491, 1.5770480614023445, 0.059587509, 42, 35.72567733073124, 92, 'High Risk'),
(41781, 78, 14, '33:45.8', 37.04045801336198, 99.56001717526888, 129, 88, 49, 'Female', 84.27453256611665, 1.9229047598305766, 0.14624889085656095, 41, 22.791914310363907, 101.66666666666667, 'Low Risk'),
(41782, 95, 18, '32:45.8', 37.44186853108495, 99.38395404828019, 126, 89, 24, 'Female', 73.64033441893893, 1.8655735434030731, 0.11122808261289446, 37, 21.158798549124214, 101.33333333333333, 'High Risk'),
(41783, 85, 19, '31:45.8', 36.33314365935846, 96.48104238599933, 115, 71, 75, 'Male', 69.31500539252033, 1.8923993586573236, 0.09160542, 44, 19.355378878166636, 85.66666666666667, 'Low Risk'),
(41784, 87, 16, '30:45.8', 37.06192525181841, 99.13696129911433, 139, 80, 36, 'Male', 86.27874476, 1.7330509263119744, 0.051405305, 59, 28.726397682538433, 99.66666666666666, 'Low Risk'),
(41785, 90, 19, '29:45.8', 37.31778654882382, 99.49137886710716, 111, 80, 68, 'Male', 75.85483470517903, 1.9112071178999552, 0.063560231, 31, 20.766712858417144, 90.33333333333333, 'Low Risk'),
(41786, 69, 14, '28:45.8', 36.87094445, 98.75492704581474, 138, 76, 82, 'Male', 77.83420340703981, 1.8271868088476846, 0.056339640765147816, 62, 23.313344566475372, 96.66666666666666, 'Low Risk'),
(41787, 78, 18, '27:45.8', 36.01610538239999, 95.39836111076737, 139, 79, 54, 'Female', 93.14742244687369, 1.6709320375438759, 0.091239252, 60, 33.36209153946828, 99, 'High Risk'),
(41788, 64, 12, '26:45.8', 36.43010363052853, 95.86683207, 135, 80, 86, 'Male', 59.33182045181441, 1.500024558958485, 0.071894574, 55, 26.368834516699405, 98.33333333333333, 'Low Risk'),
(41789, 71, 13, '25:45.8', 36.226773684528915, 98.09123597467877, 127, 88, 47, 'Male', 67.78441270202217, 1.7792835053372147, 0.11552681751948533, 39, 21.41112723, 101, 'Low Risk'),
(41790, 80, 17, '24:45.8', 36.10645066625025, 96.13796824144003, 120, 74, 79, 'Male', 68.74279807448245, 1.8032238220914707, 0.079108792, 46, 21.141117170426106, 89.33333333333333, 'Low Risk'),
(41791, 94, 16, '23:45.8', 37.06693542031382, 95.02669175745562, 121, 82, 70, 'Female', 59.35073121223006, 1.5353825203792064, 0.14821935352103865, 39, 25.17635709090537, 95, 'High Risk'),
(41792, 95, 13, '22:45.8', 37.39665494, 96.49573012738607, 116, 89, 33, 'Female', 74.57181266, 1.5397183772136058, 0.073552925, 27, 31.455175546517953, 98, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(41793, 65, 19, '21:45.8', 36.39431121475964, 96.03989318605146, 125, 79, 44, 'Female', 75.82520533424939, 1.7979338406378047, 0.054598261, 46, 23.456660466818263, 94.33333333333333, 'Low Risk'),
(41794, 68, 19, '20:45.8', 36.96908032215847, 98.48956442633394, 112, 72, 66, 'Female', 91.44900539186631, 1.8893295061888846, 0.065306995, 40, 25.61908249588875, 85.33333333333333, 'Low Risk'),
(41795, 73, 17, '19:45.8', 36.055867174926725, 97.07544010663426, 112, 77, 88, 'Female', 67.88355711, 1.6664363768170205, 0.080985397, 35, 24.444835368816925, 88.66666666666667, 'Low Risk'),
(41796, 90, 15, '18:45.8', 36.738591474157396, 96.74287179254227, 124, 82, 37, 'Male', 96.33488013139907, 1.7060645756573485, 0.077025255, 42, 33.097304868850486, 96, 'High Risk'),
(41797, 83, 16, '17:45.8', 36.434789551611274, 96.06633030902559, 131, 71, 76, 'Female', 61.21382413577891, 1.7793638258881528, 0.10383038964487878, 60, 19.33392355487363, 91, 'Low Risk'),
(41798, 91, 12, '16:45.8', 36.432205238926535, 99.80698368747942, 127, 82, 54, 'Female', 88.04087866267429, 1.7422190988852873, 0.12390398441154102, 45, 29.005397900614295, 97, 'High Risk'),
(41799, 90, 17, '15:45.8', 37.26243474546782, 95.23931505880371, 116, 79, 86, 'Female', 70.91225715723459, 1.8987003154287379, 0.1478648549647072, 37, 19.67018589246532, 91.33333333333333, 'Low Risk'),
(41800, 68, 14, '14:45.8', 36.78044045793425, 99.29856013, 133, 73, 67, 'Male', 77.44125327031779, 1.5551817360169453, 0.12794011871889613, 60, 32.01917060790282, 93, 'High Risk'),
(41801, 73, 16, '13:45.8', 37.112650928370655, 96.21940112332864, 117, 71, 78, 'Female', 89.47840698, 1.6899004226972543, 0.1497351478544443, 46, 31.332569696358995, 86.33333333333333, 'High Risk'),
(41802, 61, 19, '12:45.8', 36.05922486048147, 99.27808656670337, 133, 75, 23, 'Female', 85.71045963252072, 1.9846755571676635, 0.11033890817295061, 58, 21.75979411954393, 94.33333333333333, 'Low Risk'),
(41803, 71, 15, '11:45.8', 36.92102434509516, 95.30543708877573, 112, 71, 69, 'Female', 72.42298741998633, 1.9380381793888417, 0.1255666922017608, 41, 19.281986679863486, 84.66666666666667, 'Low Risk'),
(41804, 93, 14, '10:45.8', 36.7358586, 95.09833941303098, 123, 81, 24, 'Male', 76.70775314088087, 1.5333406665207012, 0.12332980442905335, 42, 32.62585892768094, 95, 'High Risk'),
(41805, 78, 19, '09:45.8', 36.41952573053673, 99.06006605274203, 130, 74, 19, 'Female', 61.81381592929932, 1.9651976977000576, 0.075769287, 56, 16.005640616607685, 92.66666666666666, 'High Risk'),
(41806, 75, 19, '08:45.8', 36.41098135, 97.49740183978211, 116, 81, 75, 'Male', 76.53399809032554, 1.7384711118483784, 0.12876215868607704, 35, 25.323250108532633, 92.66666666666667, 'Low Risk'),
(41807, 97, 16, '07:45.8', 37.21073741044331, 98.51432996924092, 134, 71, 70, 'Female', 95.85273574180583, 1.9505306298946652, 0.061771126340217856, 63, 25.194106650343997, 92, 'High Risk'),
(41808, 84, 19, '06:45.8', 37.197536378396045, 98.50559760979485, 116, 87, 21, 'Female', 90.62546807420998, 1.9890765701630813, 0.06473768, 29, 22.90589466134427, 96.66666666666667, 'Low Risk'),
(41809, 72, 15, '05:45.8', 37.23516955, 95.98629143499025, 117, 75, 80, 'Female', 96.18313583086531, 1.7010720604860512, 0.13580637017063724, 42, 33.23942551365159, 89, 'High Risk'),
(41810, 90, 17, '04:45.8', 36.542730797710284, 96.19320944705386, 123, 87, 42, 'Male', 62.701850927664466, 1.8137662758696669, 0.056258744, 36, 19.05977264985609, 99, 'Low Risk'),
(41811, 72, 12, '03:45.8', 36.275836484916034, 96.29960509769387, 115, 75, 50, 'Female', 66.35799241828296, 1.526196518, 0.068036247, 40, 28.48867964992937, 88.33333333333333, 'Low Risk'),
(41812, 65, 16, '02:45.8', 36.901009995479754, 96.49203684, 127, 82, 31, 'Male', 72.32871456616209, 1.767096137203206, 0.052565809, 45, 23.162764506704608, 97, 'Low Risk'),
(41813, 91, 18, '01:45.8', 37.23266450851181, 95.45545225834178, 129, 78, 37, 'Male', 50.81024848511024, 1.5368757372584354, 0.1365979169021723, 51, 21.51165429852335, 95, 'High Risk'),
(41814, 83, 12, '00:45.8', 37.14358007571145, 97.47537938547109, 129, 79, 66, 'Male', 92.69556029242253, 1.9775023471957023, 0.12265656512458786, 50, 23.70417902864341, 95.66666666666666, 'Low Risk'),
(41815, 63, 15, '59:45.8', 36.21406605942244, 97.08440400000195, 132, 80, 19, 'Female', 61.46458271, 1.9627597534031014, 0.067090305, 52, 15.954773722196549, 97.33333333333333, 'High Risk'),
(41816, 72, 16, '58:45.8', 36.53421750346571, 95.12395996340669, 114, 80, 25, 'Male', 90.97796748618975, 1.8080401088676983, 0.069255248, 34, 27.830442346438897, 91.33333333333333, 'Low Risk'),
(41817, 99, 13, '57:45.8', 36.455761696084544, 95.83740856064159, 110, 88, 70, 'Male', 50.073150519883455, 1.8056311653793542, 0.090986421, 22, 15.358430371203657, 95.33333333333333, 'High Risk'),
(41818, 94, 16, '56:45.8', 37.388262094398605, 97.77175362, 122, 85, 64, 'Female', 88.55565155349706, 1.7912341639534142, 0.12890578777644934, 37, 27.600157157312555, 97.33333333333333, 'High Risk'),
(41819, 85, 14, '55:45.8', 37.487834688184236, 97.65934455073113, 114, 85, 49, 'Female', 72.07312199556617, 1.5078232974791725, 0.071000568, 29, 31.70096160506668, 94.66666666666667, 'High Risk'),
(41820, 72, 14, '54:45.8', 36.92799843190362, 97.87465427777556, 139, 70, 87, 'Male', 79.35044112172821, 1.668157209576999, 0.062936766, 69, 28.51513236283388, 93, 'Low Risk'),
(41821, 62, 17, '53:45.8', 36.08898445270058, 96.08519413791495, 127, 80, 31, 'Female', 72.58850097363606, 1.7422339413310322, 0.1334561999069659, 47, 23.91414661264501, 95.66666666666667, 'Low Risk'),
(41822, 75, 13, '52:45.8', 36.62817538838459, 96.13108903829797, 123, 86, 69, 'Female', 64.62056868, 1.7748579897213335, 0.089015919, 37, 20.513679020214013, 98.33333333333333, 'Low Risk'),
(41823, 75, 16, '51:45.8', 37.07036066674291, 99.51583863277588, 124, 73, 79, 'Male', 59.93781855832583, 1.9825431625094976, 0.05777718, 51, 15.249500911090534, 90, 'High Risk'),
(41824, 70, 18, '50:45.8', 37.21806137425884, 98.13481817, 121, 71, 49, 'Female', 60.70859631604689, 1.680190057988471, 0.077806186, 50, 21.504699103366992, 87.66666666666666, 'Low Risk'),
(41825, 95, 15, '49:45.8', 36.67631726550741, 98.77727692789415, 128, 76, 25, 'Male', 77.92787952029738, 1.9272418699348595, 0.1092574908864602, 52, 20.980721278017146, 93.33333333333333, 'High Risk'),
(41826, 87, 18, '48:45.8', 37.03347715983408, 97.09995292227175, 116, 70, 66, 'Female', 82.65989109346961, 1.9669797604180694, 0.089201517, 46, 21.364613786089226, 85.33333333333333, 'Low Risk'),
(41827, 93, 15, '47:45.8', 37.283664367525866, 97.46552138955549, 125, 80, 70, 'Male', 97.26514940788842, 1.5754147178895208, 0.14534243447406955, 45, 39.18929595808866, 95, 'High Risk'),
(41828, 80, 18, '46:45.8', 36.394686176783914, 96.13892229956707, 111, 72, 41, 'Male', 80.73079505015492, 1.870909089115144, 0.065255951, 39, 23.063959130317784, 85, 'Low Risk'),
(41829, 95, 13, '45:45.8', 37.43008960601599, 98.96786375168509, 119, 75, 49, 'Male', 74.43691913529783, 1.9939005105872372, 0.1422815816926608, 44, 18.723257953533693, 89.66666666666667, 'High Risk'),
(41830, 82, 17, '44:45.8', 36.12373515442109, 95.23041342589543, 136, 72, 34, 'Female', 77.39843928029026, 1.7359714264587782, 0.051232234678921365, 64, 25.68307726093613, 93.33333333333333, 'Low Risk'),
(41831, 88, 16, '43:45.8', 36.935608032959834, 95.11426392277595, 114, 77, 53, 'Male', 87.26377988034332, 1.6412953128338472, 0.050466715, 37, 32.393700478836756, 89.33333333333333, 'High Risk'),
(41832, 65, 13, '42:45.8', 37.10612684, 95.16324415575822, 131, 72, 37, 'Female', 94.83900630531255, 1.9186805920112904, 0.12156356271688801, 59, 25.762121835713415, 91.66666666666666, 'Low Risk'),
(41833, 63, 15, '41:45.8', 36.05339138056478, 97.33428661234561, 132, 80, 27, 'Male', 83.66106428462075, 1.9295232729790153, 0.10051273878997628, 52, 22.471048791750245, 97.33333333333333, 'Low Risk'),
(41834, 76, 13, '40:45.8', 36.33689593199894, 95.34643757, 116, 77, 67, 'Female', 57.13432083529291, 1.5350479311174707, 0.14116129472919803, 39, 24.246730642787455, 90, 'Low Risk'),
(41835, 65, 16, '39:45.8', 37.17144388233909, 96.2959542, 125, 82, 60, 'Female', 51.92788707280473, 1.6642894709189464, 0.13682439940714425, 43, 18.74748092500447, 96.33333333333333, 'Low Risk'),
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(41963, 84, 12, '31:45.8', 36.971882057767424, 96.99064563764802, 113, 80, 73, 'Female', 72.99968609601646, 1.6234514033406184, 0.064974234, 33, 27.697617077050324, 91, 'Low Risk'),
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(41972, 92, 13, '22:45.8', 36.16910171, 99.57394377, 135, 73, 62, 'Female', 92.78287470319356, 1.5187976132562486, 0.11953121149329955, 62, 40.222402925859456, 93.66666666666666, 'High Risk'),
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(41976, 88, 14, '18:45.8', 36.63512628202168, 98.06187137643194, 123, 87, 60, 'Female', 90.11576220110351, 1.5931616552061816, 0.075136327, 36, 35.504309447443674, 99, 'High Risk'),
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(41980, 77, 19, '14:45.8', 36.16965877899383, 95.07681189068494, 116, 73, 26, 'Female', 54.46775801014789, 1.6005665237831317, 0.088086894, 43, 21.26140893987044, 87.33333333333333, 'Low Risk'),
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(41983, 85, 14, '11:45.8', 37.317402570945355, 98.90802980923584, 138, 78, 21, 'Male', 98.18192883, 1.8238164185327903, 0.063292038, 60, 29.51680306424231, 98, 'Low Risk'),
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(41987, 79, 18, '07:45.8', 36.45141876813762, 98.91641302262552, 136, 79, 78, 'Female', 56.93891286611345, 1.6011140985267498, 0.063926436, 57, 22.210820766046524, 98, 'Low Risk'),
(41988, 84, 14, '06:45.8', 36.02874115522262, 95.51863415760485, 124, 76, 29, 'Male', 75.44380691330818, 1.797989879622701, 0.090070631, 48, 23.337219398227543, 92, 'Low Risk'),
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(41994, 70, 15, '00:45.8', 36.34126303898411, 96.10498376896417, 129, 79, 68, 'Female', 96.96336121086628, 1.8895381145434786, 0.087074424, 50, 27.157910233891776, 95.66666666666666, 'Low Risk'),
(41995, 76, 18, '59:45.8', 36.385421791712965, 99.44508712829885, 136, 80, 31, 'Male', 73.57324756571444, 1.973097443874162, 0.13909603660329872, 56, 18.898305207547494, 98.66666666666666, 'Low Risk'),
(41996, 73, 19, '58:45.8', 36.499661288008134, 97.98872706866423, 135, 86, 19, 'Female', 66.75429817371742, 1.6562929695950432, 0.14008796591572842, 49, 24.33351890485924, 102.33333333333333, 'Low Risk'),
(41997, 97, 15, '57:45.8', 36.77090015864715, 98.64334289139587, 118, 75, 64, 'Female', 66.56365929113257, 1.810411179252169, 0.1274393223318263, 43, 20.30872896012277, 89.33333333333333, 'High Risk'),
(41998, 71, 18, '56:45.8', 37.400504003708875, 98.32809564555866, 124, 89, 34, 'Male', 95.63867264992791, 1.6206529249390356, 0.07024636, 35, 36.412752169731235, 100.66666666666667, 'High Risk'),
(41999, 61, 12, '55:45.8', 36.84788685380456, 99.71135556420914, 124, 78, 62, 'Male', 67.31893826947905, 1.971644403901001, 0.054888358, 46, 17.31729586555376, 93.33333333333333, 'High Risk'),
(42000, 89, 17, '54:45.8', 37.14023090395951, 96.65682477665207, 117, 70, 72, 'Male', 78.36607098235658, 1.6186983557806545, 0.078270813, 47, 29.908609473871955, 85.66666666666667, 'Low Risk'),
(42001, 69, 15, '53:45.8', 36.33078472151597, 95.71663398707305, 116, 78, 39, 'Male', 53.58864237791992, 1.6708936536183092, 0.060450566708337816, 38, 19.194426284963864, 90.66666666666667, 'Low Risk'),
(42002, 88, 17, '52:45.8', 36.077395016162654, 98.0890893, 125, 75, 40, 'Male', 58.00025219, 1.5763260266962127, 0.059879521982507546, 50, 23.341985202122487, 91.66666666666666, 'Low Risk'),
(42003, 98, 13, '51:45.8', 36.48237388934099, 97.27189450209177, 131, 82, 19, 'Male', 60.482551986976205, 1.7074864542156976, 0.128398129, 49, 20.74510194334242, 98.33333333333333, 'High Risk'),
(42004, 79, 19, '50:45.8', 37.25212856811894, 95.19127653583135, 118, 84, 86, 'Female', 71.72550617653704, 1.9746976951303186, 0.066928317, 34, 18.393839104434168, 95.33333333333333, 'High Risk'),
(42005, 91, 17, '49:45.8', 36.79877891288823, 95.71022451755948, 132, 74, 80, 'Female', 63.04853235163682, 1.6173059895461277, 0.14302364000428797, 58, 24.104081752731943, 93.33333333333333, 'High Risk'),
(42006, 86, 18, '48:45.8', 36.10581020599061, 99.90153274918839, 136, 74, 27, 'Male', 91.36446814683188, 1.7658537204588016, 0.099868247, 62, 29.300017586375038, 94.66666666666666, 'Low Risk'),
(42007, 64, 12, '47:45.8', 36.99619615110928, 98.62667693438564, 115, 73, 42, 'Female', 99.57295932847468, 1.546746941437895, 0.10144737083497313, 42, 41.620077332044815, 87, 'High Risk'),
(42008, 67, 14, '46:45.8', 36.351010746379444, 99.44849271512737, 134, 74, 70, 'Female', 99.04861949, 1.9849624640892989, 0.1382366392880397, 60, 25.138758718454678, 94, 'Low Risk'),
(42009, 69, 18, '45:45.8', 36.622000656328446, 98.99380167780105, 134, 70, 67, 'Male', 87.71437812, 1.5897648335105352, 0.10160381023011848, 64, 34.70603631004666, 91.33333333333333, 'High Risk'),
(42010, 74, 15, '44:45.8', 36.98009277236466, 97.38368770649052, 138, 75, 23, 'Male', 80.72826236039644, 1.6266917088606214, 0.05046996, 63, 30.50809558311452, 96, 'High Risk'),
(42011, 77, 15, '43:45.8', 36.279213389367655, 95.73344208074815, 138, 71, 67, 'Female', 71.52678803861296, 1.9595620468609938, 0.1406159731458657, 67, 18.62733325442269, 93.33333333333333, 'Low Risk'),
(42012, 67, 19, '42:45.8', 36.94025167322894, 95.88470623176569, 132, 80, 72, 'Male', 73.28156185608778, 1.9325952439975924, 0.1130538430762535, 52, 19.620628011899324, 97.33333333333333, 'Low Risk'),
(42013, 73, 19, '41:45.8', 36.87585381402969, 99.62347454431612, 120, 81, 61, 'Male', 69.29279352313705, 1.8785334362184618, 0.092821008, 39, 19.63587284616186, 94, 'Low Risk'),
(42014, 86, 19, '40:45.8', 37.27784111489375, 98.92499418970056, 120, 76, 88, 'Female', 63.00486914764546, 1.7118764449943835, 0.11959015719778517, 44, 21.499545625063437, 90.66666666666667, 'Low Risk'),
(42015, 72, 12, '39:45.8', 37.08299294, 99.1237211, 128, 72, 40, 'Female', 54.40200299957149, 1.5346226605324111, 0.10796549243025115, 56, 23.099983861815655, 90.66666666666666, 'Low Risk'),
(42016, 92, 12, '38:45.8', 37.00268953209244, 99.56738384486496, 137, 88, 55, 'Female', 71.28789252, 1.9957993156061422, 0.12880250917200278, 49, 17.897074139440477, 104.33333333333333, 'High Risk'),
(42017, 72, 17, '37:45.8', 36.26127045458314, 96.05468864641333, 124, 75, 73, 'Male', 60.31120926829691, 1.9187965719032045, 0.085189306, 49, 16.38099088, 91.33333333333333, 'High Risk'),
(42018, 87, 12, '36:45.8', 36.52140041295586, 98.28118048989163, 117, 83, 67, 'Female', 50.50791130685801, 1.6861058221352385, 0.098131111, 34, 17.766003900990597, 94.33333333333333, 'High Risk'),
(42019, 84, 17, '35:45.8', 36.768534032425684, 96.75250866851673, 116, 76, 51, 'Female', 70.11359670916885, 1.9052586513643144, 0.063796744, 40, 19.31498439378839, 89.33333333333333, 'Low Risk'),
(42020, 71, 19, '34:45.8', 37.24665337975143, 95.32409011330454, 119, 84, 50, 'Male', 58.31481625507583, 1.8092959028356181, 0.07559132, 35, 17.813928796683122, 95.66666666666667, 'High Risk'),
(42021, 88, 12, '33:45.8', 37.47385602092946, 98.91814175611987, 128, 86, 77, 'Male', 71.85140064960305, 1.7065653008915276, 0.12206504015520349, 42, 24.67115129, 100, 'Low Risk'),
(42022, 79, 17, '32:45.8', 36.93543230197902, 99.39612657048878, 114, 73, 74, 'Male', 86.24251093901643, 1.8696867482748858, 0.062261435, 41, 24.670826133728887, 86.66666666666667, 'Low Risk'),
(42023, 62, 14, '31:45.8', 37.351351218203014, 97.25919649, 117, 82, 75, 'Male', 78.83780963337595, 1.851937325581293, 0.1102159928977331, 35, 22.986983274277723, 93.66666666666667, 'Low Risk'),
(42024, 79, 18, '30:45.8', 37.41761230619066, 99.93171737, 115, 70, 32, 'Male', 72.03991966726386, 1.7641393952070827, 0.13899285089469998, 45, 23.147677506743594, 85, 'Low Risk'),
(42025, 66, 18, '29:45.8', 37.077813173746804, 95.25395141408255, 127, 78, 25, 'Female', 82.92745942529905, 1.8773808190443007, 0.14193602971930155, 49, 23.528465702913522, 94.33333333333333, 'Low Risk'),
(42026, 75, 18, '28:45.8', 37.21565024791791, 98.64250879, 138, 73, 50, 'Female', 65.44426789, 1.8035622886562852, 0.13948995250104781, 65, 20.119135794628527, 94.66666666666666, 'Low Risk'),
(42027, 93, 13, '27:45.8', 36.72704388259148, 97.70198278390484, 126, 77, 76, 'Male', 53.17742087804002, 1.968382143197422, 0.13611583133041305, 49, 13.724876239585779, 93.33333333333333, 'High Risk'),
(42028, 78, 19, '26:45.8', 36.30492123552802, 98.01482941099789, 118, 75, 43, 'Male', 56.20246998070313, 1.9285883548059324, 0.10296274407445083, 43, 15.110412563793023, 89.33333333333333, 'High Risk'),
(42029, 83, 13, '25:45.8', 36.92497936201061, 99.97781273273358, 138, 85, 55, 'Female', 59.23910425379443, 1.645180611, 0.054341797, 53, 21.886752047342526, 102.66666666666666, 'Low Risk'),
(42030, 98, 17, '24:45.8', 36.06226415787688, 95.48448106, 112, 88, 59, 'Female', 86.95093385859914, 1.9653074225105869, 0.071931502, 24, 22.51195759084715, 96, 'High Risk'),
(42031, 69, 14, '23:45.8', 36.655722745135954, 97.36498439751375, 120, 77, 70, 'Male', 82.49379141993576, 1.6177842129018731, 0.094132977, 43, 31.51955505559347, 91.33333333333333, 'High Risk'),
(42032, 60, 14, '22:45.8', 36.32333974940344, 97.19351629106843, 116, 89, 45, 'Female', 70.74393830644311, 1.805607882601632, 0.14734870676416667, 27, 21.699131374053405, 98, 'Low Risk'),
(42033, 93, 14, '21:45.8', 37.40244873104516, 96.82029972540943, 134, 71, 35, 'Male', 97.35621181, 1.8265176493347353, 0.12261544492495885, 63, 29.182058297967103, 92, 'High Risk'),
(42034, 90, 13, '20:45.8', 36.96139399714241, 99.50853484159055, 134, 85, 56, 'Male', 84.72089771180532, 1.946735720280428, 0.13369763753988684, 49, 22.355096734592376, 101.33333333333333, 'Low Risk'),
(42035, 99, 19, '19:45.8', 37.32086054919902, 96.60115205, 112, 76, 26, 'Male', 58.84237234797904, 1.8522454391181993, 0.14739912276281886, 36, 17.151144492077293, 88, 'High Risk'),
(42036, 91, 15, '18:45.8', 36.78728608381539, 96.35629832960893, 136, 73, 67, 'Female', 88.17893897, 1.6441561352355922, 0.11201400129543759, 63, 32.61960922680576, 94, 'High Risk'),
(42037, 68, 15, '17:45.8', 37.12788683846826, 99.65397570602103, 129, 75, 65, 'Male', 80.47641548775962, 1.5830142356927137, 0.095184137, 54, 32.11433869636006, 93, 'High Risk'),
(42038, 95, 13, '16:45.8', 37.04824184809648, 97.06726481150643, 134, 72, 58, 'Male', 50.22518318667785, 1.6719226053782115, 0.09733945, 62, 17.967563565012448, 92.66666666666666, 'High Risk'),
(42039, 73, 15, '15:45.8', 36.16368706451012, 97.32445536299208, 119, 73, 29, 'Male', 59.68488927055473, 1.5397200867162628, 0.1334904774933734, 46, 25.175658653212924, 88.33333333333333, 'Low Risk'),
(42040, 78, 19, '14:45.8', 36.594174451100386, 98.15947240815039, 120, 78, 76, 'Female', 88.19660976, 1.9066660404999596, 0.14764124765166936, 42, 24.260660949316417, 92, 'Low Risk'),
(42041, 70, 12, '13:45.8', 36.292515806737946, 99.10515085677773, 121, 72, 52, 'Female', 96.76741758, 1.763620356, 0.086335116, 49, 31.11135635429121, 88.33333333333333, 'High Risk'),
(42042, 99, 18, '12:45.8', 36.79257171025134, 97.69703390552796, 121, 71, 67, 'Female', 90.48118964893115, 1.9668577141653047, 0.075871079, 50, 23.389040998790747, 87.66666666666666, 'High Risk'),
(42043, 62, 12, '11:45.8', 36.076991157485345, 96.23140272311659, 117, 88, 81, 'Male', 76.18108989150653, 1.8679260814382288, 0.089022559, 29, 21.83372366551234, 97.66666666666667, 'Low Risk'),
(42044, 93, 15, '10:45.8', 36.74237503325971, 99.23431547518258, 122, 74, 76, 'Female', 91.15083446569551, 1.9944177396927003, 0.070226103, 48, 22.915450103264092, 90, 'High Risk'),
(42045, 99, 12, '09:45.8', 37.06524491638757, 99.44767408584234, 124, 86, 59, 'Male', 51.540180182271925, 1.573869687226723, 0.12295817837487585, 38, 20.806948423011274, 98.66666666666667, 'High Risk'),
(42046, 67, 15, '08:45.8', 37.12907742304089, 95.68724155051909, 122, 82, 56, 'Female', 97.38754915, 1.9237608065242995, 0.077815999, 40, 26.314873804325448, 95.33333333333333, 'Low Risk'),
(42047, 67, 12, '07:45.8', 37.072507770016344, 95.30197358003495, 133, 75, 70, 'Female', 57.71000955949873, 1.9025072165584556, 0.072631818, 58, 15.94404533796535, 94.33333333333333, 'High Risk'),
(42048, 70, 14, '06:45.8', 36.73620778331603, 99.58371826268878, 134, 75, 73, 'Female', 84.05351407849219, 1.989588564610083, 0.13117654157837086, 59, 21.23387824362005, 94.66666666666666, 'Low Risk'),
(42049, 75, 17, '05:45.8', 37.18089948677485, 96.07776545, 120, 87, 41, 'Female', 68.56008354244099, 1.9584223055320948, 0.10419478442721256, 33, 17.875518353104674, 98, 'High Risk'),
(42050, 80, 14, '04:45.8', 36.68590759811648, 98.53658979430335, 115, 87, 89, 'Female', 66.28574978680717, 1.5146172454602898, 0.1319936685367541, 28, 28.894446418008553, 96.33333333333333, 'Low Risk'),
(42051, 90, 16, '03:45.8', 37.35831243055284, 95.73560324175435, 129, 84, 56, 'Female', 56.81383172, 1.9132968221430358, 0.061416076, 45, 15.519916494957625, 99, 'High Risk'),
(42052, 80, 13, '02:45.8', 36.63254849406169, 95.23956596189737, 129, 75, 86, 'Female', 87.86902028383787, 1.5832864441091354, 0.1352616095759337, 54, 35.052322383722085, 93, 'High Risk'),
(42053, 76, 16, '01:45.8', 36.78517867, 95.41682491261655, 129, 76, 54, 'Female', 77.21546272573296, 1.801530362835392, 0.05710971, 53, 23.791460667883797, 93.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(42054, 70, 15, '00:45.8', 36.11491329, 95.62767930489785, 114, 83, 47, 'Male', 62.29276795588554, 1.9716662326558954, 0.099304087, 31, 16.02399614205564, 93.33333333333333, 'High Risk'),
(42055, 70, 12, '59:45.8', 36.68671599546153, 96.40246781669903, 134, 82, 87, 'Male', 80.05977021790791, 1.8039290967297639, 0.091715135, 52, 24.602283121047503, 99.33333333333333, 'Low Risk'),
(42056, 65, 14, '58:45.8', 36.05629466241331, 98.22811624512315, 138, 75, 31, 'Female', 91.61592643969038, 1.749520665335603, 0.074627623, 63, 29.931799276366355, 96, 'Low Risk'),
(42057, 89, 18, '57:45.8', 36.29366759, 95.22040247024461, 121, 80, 35, 'Male', 52.21453061217534, 1.5487565517048438, 0.065067527, 41, 21.768327618464717, 93.66666666666667, 'Low Risk'),
(42058, 76, 16, '56:45.8', 36.18000058753897, 96.57604054633497, 124, 75, 48, 'Male', 62.33534913932909, 1.7630787626920112, 0.12203576112120217, 49, 20.053536278734164, 91.33333333333333, 'Low Risk'),
(42059, 72, 16, '55:45.8', 37.29019617, 95.62503502, 133, 73, 43, 'Female', 50.113501286866686, 1.5501623492776462, 0.1353983069519526, 60, 20.85452862121133, 93, 'Low Risk'),
(42060, 72, 19, '54:45.8', 36.712620402780736, 99.12718434, 117, 73, 86, 'Male', 94.90705341308639, 1.5624767799755204, 0.12097583596100688, 44, 38.87508450034446, 87.66666666666667, 'High Risk'),
(42061, 85, 17, '53:45.8', 37.026345443028546, 96.05188182411541, 126, 81, 67, 'Male', 92.09342189663417, 1.5474708643612474, 0.068873615, 45, 38.457730210409814, 96, 'High Risk'),
(42062, 77, 13, '52:45.8', 36.01075323479186, 98.13962831156911, 112, 70, 35, 'Male', 71.92079730834463, 1.646554163543967, 0.10997906257114778, 42, 26.527874264670555, 84, 'Low Risk'),
(42063, 79, 19, '51:45.8', 36.245934897237966, 95.08101263063917, 119, 75, 66, 'Female', 77.61786173559176, 1.5714749808373547, 0.07190754, 44, 31.430170155059805, 89.66666666666667, 'High Risk'),
(42064, 82, 12, '50:45.8', 36.817169894614345, 96.86407313005789, 114, 80, 28, 'Female', 89.52563618803335, 1.8471868587039268, 0.063643777, 34, 26.23769959596417, 91.33333333333333, 'Low Risk'),
(42065, 92, 12, '49:45.8', 36.77021188576116, 97.76824912377874, 118, 88, 38, 'Male', 88.27957088, 1.8748063273793933, 0.11109150289572858, 30, 25.11582175645139, 98, 'High Risk'),
(42066, 60, 12, '48:45.8', 36.21980394181119, 96.72242314, 124, 74, 83, 'Female', 73.63117583149284, 1.8646269753430436, 0.089498027, 50, 21.17765213234655, 90.66666666666666, 'Low Risk'),
(42067, 82, 12, '47:45.8', 37.18907160909581, 99.39632631608815, 120, 80, 23, 'Male', 52.13035523043161, 1.7742390545564721, 0.055057275, 40, 16.56023193134438, 93.33333333333333, 'High Risk'),
(42068, 95, 15, '46:45.8', 36.977206993499536, 97.46616513801663, 115, 75, 59, 'Male', 65.40601475840299, 1.6717608442364997, 0.12497138745426163, 40, 23.402884538460356, 88.33333333333333, 'High Risk'),
(42069, 89, 17, '45:45.8', 36.78504093432349, 96.44487109191431, 111, 72, 65, 'Male', 57.39719120954228, 1.5467437873660248, 0.052787942, 39, 23.991305426147296, 85, 'Low Risk'),
(42070, 68, 15, '44:45.8', 36.52040658923599, 95.19400178696968, 139, 89, 87, 'Female', 58.02842808178761, 1.9610315972918708, 0.12357826408407811, 50, 15.089387919265436, 105.66666666666666, 'High Risk'),
(42071, 95, 15, '43:45.8', 36.40223536074028, 98.26597660119366, 136, 84, 74, 'Male', 83.26421622490267, 1.953612666185351, 0.093980925, 52, 21.816318919003667, 101.33333333333333, 'High Risk'),
(42072, 87, 16, '42:45.8', 36.748547370008595, 96.05915809320774, 134, 82, 25, 'Female', 50.23025588910946, 1.6389223553262369, 0.1339750547318671, 52, 18.70030251900911, 99.33333333333333, 'Low Risk'),
(42073, 71, 19, '41:45.8', 36.32685592644584, 95.99846650330747, 113, 73, 57, 'Female', 74.14103137540745, 1.867798431572956, 0.13810332653118967, 40, 21.251941435430133, 86.33333333333333, 'Low Risk'),
(42074, 97, 13, '40:45.8', 37.42218897218268, 95.16764553918969, 130, 79, 28, 'Female', 80.60258857010095, 1.9119594785678646, 0.087958139, 51, 22.049138324542707, 96, 'High Risk'),
(42075, 86, 15, '39:45.8', 37.001611241783344, 97.68600456, 128, 89, 80, 'Female', 88.43457133138978, 1.8835579711322061, 0.12424578137910675, 39, 24.926660149627576, 102, 'Low Risk'),
(42076, 94, 15, '38:45.8', 36.333381880269094, 96.66289055325626, 129, 84, 55, 'Female', 89.27505392, 1.5646785372086565, 0.089299545, 45, 36.46530668143452, 99, 'High Risk'),
(42077, 80, 14, '37:45.8', 36.98183493259231, 99.46229001673902, 120, 82, 81, 'Male', 94.48402732009406, 1.6212157258339934, 0.082526799, 38, 35.94816951896378, 94.66666666666667, 'High Risk'),
(42078, 64, 15, '36:45.8', 37.22564263781032, 98.90583155790053, 110, 76, 83, 'Female', 78.95091179708477, 1.5397000261797935, 0.1266161231233986, 34, 33.303119496283436, 87.33333333333333, 'High Risk'),
(42079, 73, 12, '35:45.8', 36.21082453929098, 97.40088520861875, 128, 77, 89, 'Male', 51.282405611174816, 1.5689051616898815, 0.057657430325576436, 51, 20.83411253578359, 94, 'Low Risk'),
(42080, 88, 13, '34:45.8', 36.57534629321321, 95.25603872999756, 114, 86, 49, 'Male', 94.33154988534989, 1.6836649910489774, 0.068445779, 28, 33.27711035112505, 95.33333333333333, 'High Risk'),
(42081, 63, 16, '33:45.8', 36.83261707041056, 97.36193747, 129, 77, 72, 'Male', 53.89505667777965, 1.7289002218971385, 0.075338036, 52, 18.03055408307609, 94.33333333333333, 'High Risk'),
(42082, 61, 18, '32:45.8', 37.22049509024167, 97.41716934386632, 137, 77, 66, 'Female', 83.75301284179699, 1.7282697564421592, 0.06961788, 60, 28.03995927533819, 97, 'Low Risk'),
(42083, 71, 14, '31:45.8', 37.18936082153457, 97.92596946, 122, 83, 72, 'Male', 74.59821656256244, 1.6624761965179824, 0.12699765075422847, 39, 26.990912873999417, 96, 'Low Risk'),
(42084, 86, 17, '30:45.8', 36.62417827780438, 95.12958621510286, 121, 71, 88, 'Female', 89.3721642, 1.7735946913715568, 0.14053332406487473, 50, 28.411457558235576, 87.66666666666666, 'Low Risk'),
(42085, 68, 14, '29:45.8', 37.26930268, 95.12325587271647, 128, 84, 78, 'Male', 72.16865636452485, 1.6777250446738547, 0.096676074, 44, 25.639351979884626, 98.66666666666667, 'Low Risk'),
(42086, 62, 13, '28:45.8', 36.68225553451007, 96.39145694464433, 115, 83, 62, 'Male', 53.99009599, 1.7259426556379918, 0.053705599, 32, 18.124305550556702, 93.66666666666667, 'High Risk'),
(42087, 81, 16, '27:45.8', 36.19477403333806, 98.71814075385228, 134, 77, 42, 'Male', 55.837193572557666, 1.6913416802406966, 0.14338797764403732, 57, 19.51914899792236, 96, 'Low Risk'),
(42088, 91, 14, '26:45.8', 36.82739004318475, 99.54854203125504, 116, 75, 31, 'Male', 53.71791979113178, 1.8179921742685823, 0.069996125, 41, 16.253061083511053, 88.66666666666667, 'High Risk'),
(42089, 73, 18, '25:45.8', 36.569763769988164, 98.59861357777703, 133, 80, 26, 'Male', 63.44028887, 1.7424350689293013, 0.07220059, 53, 20.895460431733277, 97.66666666666666, 'Low Risk'),
(42090, 85, 14, '24:45.8', 37.36436810475611, 97.92166787202235, 131, 78, 89, 'Male', 73.65671832369452, 1.779054502738024, 0.094926725, 53, 23.27200808, 95.66666666666666, 'Low Risk'),
(42091, 65, 16, '23:45.8', 36.63194225117736, 96.87256673321325, 117, 75, 64, 'Male', 79.61300815015528, 1.8271185579854148, 0.14769615760643978, 42, 23.847923857846947, 89, 'Low Risk'),
(42092, 96, 19, '22:45.8', 36.37138870606202, 95.25958700451272, 117, 87, 51, 'Male', 54.31203625722647, 1.7847702934040717, 0.10939925487316575, 30, 17.050276575040026, 97, 'High Risk'),
(42093, 77, 12, '21:45.8', 37.31652623868159, 98.26374556461613, 137, 81, 58, 'Male', 66.73743167965725, 1.6991309059726345, 0.11640577042915475, 56, 23.116166309518267, 99.66666666666666, 'Low Risk'),
(42094, 84, 13, '20:45.8', 37.06378556535103, 98.28817858, 118, 73, 60, 'Male', 76.88980265093585, 1.7139416906628848, 0.074911513, 45, 26.17439550448158, 88, 'Low Risk'),
(42095, 97, 16, '19:45.8', 37.28854396643194, 96.25751949107683, 121, 76, 81, 'Male', 89.47887010866086, 1.7016954717455066, 0.14031038977494537, 45, 30.899880867915048, 91, 'High Risk'),
(42096, 79, 15, '18:45.8', 36.26453876714954, 97.67760754644287, 112, 86, 20, 'Male', 72.15680310243056, 1.5352828575969926, 0.13577035024375034, 26, 30.61261869603027, 94.66666666666667, 'High Risk'),
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(42275, 93, 13, '19:45.8', 37.45736310366896, 95.26501445820463, 113, 86, 19, 'Female', 70.81841932065602, 1.5651182701309334, 0.12519511342200051, 27, 28.910253961625667, 95, 'High Risk'),
(42276, 86, 13, '18:45.8', 36.26437543281558, 95.95293417892128, 116, 89, 64, 'Female', 50.94533192873706, 1.8893167068183507, 0.1458370232988625, 27, 14.272329589402629, 98, 'High Risk'),
(42277, 69, 19, '17:45.8', 36.469046548764354, 96.73564692, 110, 70, 81, 'Female', 97.77658442406661, 1.8235080829105357, 0.089620231, 40, 29.40488442715477, 83.33333333333333, 'Low Risk'),
(42278, 71, 17, '16:45.8', 36.18651003245242, 99.80527817773552, 118, 80, 58, 'Male', 59.34438368, 1.5735483125747325, 0.13152722587278626, 38, 23.96731924417492, 92.66666666666667, 'Low Risk'),
(42279, 68, 19, '15:45.8', 36.760605917296196, 97.16500798494455, 110, 77, 32, 'Female', 61.104508684938345, 1.9824615696737908, 0.13738576798939864, 33, 15.547612288159693, 88, 'High Risk'),
(42280, 64, 15, '14:45.8', 36.73607306786787, 96.29305235507918, 133, 71, 59, 'Male', 51.425906334088836, 1.5007427097103263, 0.097019312, 62, 22.833341380322747, 91.66666666666666, 'Low Risk'),
(42281, 72, 17, '13:45.8', 37.07337654842664, 99.73972142779073, 117, 85, 73, 'Female', 90.27273132967404, 1.5342048142886484, 0.052431078189624516, 32, 38.35216635062101, 95.66666666666667, 'High Risk'),
(42282, 73, 14, '12:45.8', 36.24189443400049, 97.57706937274028, 120, 78, 67, 'Female', 91.76699458384516, 1.5405110704900622, 0.1073291838812665, 42, 38.66845866710245, 92, 'High Risk'),
(42283, 81, 15, '11:45.8', 36.46989359, 99.26408189249346, 138, 89, 78, 'Male', 61.12776877984969, 1.7768610971887802, 0.11745272437563999, 49, 19.36116945204958, 105.33333333333333, 'Low Risk'),
(42284, 97, 12, '10:45.8', 37.23978970674132, 99.25758791, 117, 89, 49, 'Male', 54.66112552375855, 1.6024477550209635, 0.12387017775865118, 28, 21.286821183082274, 98.33333333333333, 'High Risk'),
(42285, 86, 14, '09:45.8', 37.18574692701084, 99.77382171490778, 117, 86, 88, 'Female', 91.81858013937483, 1.657167474, 0.11062826274217957, 31, 33.43472621346355, 96.33333333333333, 'High Risk'),
(42286, 97, 18, '08:45.8', 36.90316312, 95.59452538450745, 135, 76, 29, 'Male', 70.41849180406638, 1.8713510691957818, 0.065285222, 59, 20.108338153834204, 95.66666666666666, 'High Risk'),
(42287, 65, 16, '07:45.8', 36.23806679495957, 97.90993927905427, 117, 74, 79, 'Female', 86.75874135617165, 1.833948017586216, 0.1281493045777845, 43, 25.79521782874548, 88.33333333333333, 'Low Risk'),
(42288, 93, 15, '06:45.8', 36.95111427900173, 96.08439472351112, 127, 71, 26, 'Male', 98.02371302407361, 1.5270626558787574, 0.081231721, 56, 42.03561790382674, 89.66666666666666, 'High Risk'),
(42289, 80, 18, '05:45.8', 37.25708204858815, 95.32791708765484, 127, 79, 26, 'Female', 94.61670722866207, 1.5593346385632811, 0.050698597421608406, 48, 38.912503922567375, 95, 'High Risk'),
(42290, 99, 14, '04:45.8', 36.66211753, 97.75471340795515, 131, 80, 54, 'Female', 55.23144984080861, 1.9603156655993719, 0.14591683860167837, 51, 14.37256967394843, 97, 'High Risk'),
(42291, 61, 13, '03:45.8', 36.777141672458036, 95.51143287417152, 112, 79, 25, 'Female', 73.81707709822605, 1.6990607324211604, 0.0948465, 33, 25.570489324141136, 90, 'Low Risk'),
(42292, 75, 12, '02:45.8', 36.40335223176963, 98.36970161846158, 128, 72, 32, 'Female', 54.12388982, 1.5049984296022636, 0.094765451, 56, 23.895543215486878, 90.66666666666666, 'Low Risk'),
(42293, 66, 18, '01:45.8', 36.30406680286561, 95.89999239, 133, 88, 62, 'Male', 58.14465927562482, 1.924848600469597, 0.13264991690686956, 45, 15.69338678515884, 103, 'High Risk'),
(42294, 76, 14, '00:45.8', 37.48432914464242, 99.49211818098401, 133, 81, 83, 'Male', 90.96319948, 1.8585886641352476, 0.062823765, 52, 26.332928478923783, 98.33333333333333, 'Low Risk'),
(42295, 73, 18, '59:45.8', 36.16010403931254, 97.82658101330863, 122, 87, 23, 'Female', 74.34781178, 1.6141993831716834, 0.12172501096911756, 35, 28.533420505017794, 98.66666666666667, 'Low Risk'),
(42296, 63, 13, '58:45.8', 37.47950527152726, 98.65424036934193, 132, 88, 80, 'Female', 62.73306394862473, 1.9993549201942962, 0.057858748127184736, 44, 15.693387842121863, 102.66666666666667, 'High Risk'),
(42297, 63, 14, '57:45.8', 37.28947831132326, 97.01507264612152, 129, 78, 74, 'Female', 73.06495404814045, 1.9707026098345755, 0.12670250059645455, 51, 18.813384522380137, 95, 'Low Risk'),
(42298, 86, 12, '56:45.8', 36.67568463883906, 98.32118183316103, 122, 86, 30, 'Male', 81.19513351970433, 1.835734190833067, 0.076982263, 36, 24.09408325789184, 98, 'Low Risk'),
(42299, 82, 13, '55:45.8', 36.12527553283777, 98.87009667963136, 114, 73, 31, 'Male', 76.93767174088727, 1.7610043344076816, 0.078299375, 41, 24.809510175127414, 86.66666666666667, 'Low Risk'),
(42300, 69, 17, '54:45.8', 37.04413352319604, 95.65097675245032, 110, 79, 31, 'Female', 52.62301020476138, 1.9252150204997875, 0.11818197997161559, 31, 14.19767415834693, 89.33333333333333, 'High Risk'),
(42301, 74, 12, '53:45.8', 36.99817559696048, 97.65093973874477, 139, 73, 76, 'Male', 52.25625375, 1.9277183002665275, 0.1197349282849517, 66, 14.062130743089378, 95, 'High Risk'),
(42302, 90, 19, '52:45.8', 37.21307168000923, 96.18716524, 135, 74, 83, 'Male', 60.62851895200836, 1.613868097326801, 0.14294936652562373, 61, 23.27774391492192, 94.33333333333333, 'Low Risk'),
(42303, 96, 19, '51:45.8', 37.41400477616497, 96.29146195793214, 137, 79, 57, 'Female', 94.30939424, 1.8666536214654967, 0.085669163, 58, 27.066212110074105, 98.33333333333333, 'High Risk'),
(42304, 73, 17, '50:45.8', 36.99742660420805, 99.26289037792701, 131, 86, 23, 'Male', 68.2357994, 1.9886369023135462, 0.12316396357364028, 45, 17.254456956296067, 101, 'High Risk'),
(42305, 76, 17, '49:45.8', 37.01354523678004, 96.94707684842783, 121, 75, 32, 'Male', 84.58243017377877, 1.6262748308450021, 0.05466283, 46, 31.981017538911555, 90.33333333333333, 'High Risk'),
(42306, 81, 17, '48:45.8', 36.693908828461474, 95.15348029173938, 125, 88, 75, 'Female', 92.77320463566838, 1.5735606329735587, 0.0682209, 37, 37.467575804358454, 100.33333333333333, 'High Risk'),
(42307, 91, 17, '47:45.8', 36.774358527051334, 98.6077639, 120, 87, 87, 'Female', 73.33113465181805, 1.955702226341352, 0.14266575397503056, 33, 19.172685332897665, 98, 'High Risk'),
(42308, 63, 17, '46:45.8', 36.91921736633237, 95.66564329296449, 112, 82, 26, 'Female', 59.808348798217324, 1.9242669534813408, 0.069391207, 30, 16.152180880036077, 92, 'High Risk'),
(42309, 68, 12, '45:45.8', 37.103211572786336, 96.25763908931842, 139, 71, 60, 'Female', 62.71635493567757, 1.8113506541145603, 0.055806015, 68, 19.115063486154995, 93.66666666666666, 'Low Risk'),
(42310, 71, 18, '44:45.8', 37.43296917116224, 96.43143904666508, 127, 79, 72, 'Female', 66.83109204097451, 1.756570379670475, 0.087026738, 48, 21.659451148934913, 95, 'Low Risk'),
(42311, 91, 17, '43:45.8', 36.010209739675076, 96.19815306, 123, 76, 47, 'Male', 72.36689541976196, 1.9181541904664476, 0.069656667, 47, 19.668575704136583, 91.66666666666667, 'High Risk'),
(42312, 69, 13, '42:45.8', 36.764270874331636, 95.23730686, 132, 75, 42, 'Female', 62.51836458261324, 1.7679130290445961, 0.11918347392136802, 57, 20.00257078, 94, 'Low Risk'),
(42313, 90, 13, '41:45.8', 36.485675789363896, 98.75209966697082, 130, 74, 73, 'Male', 84.26439266601922, 1.8249483662213635, 0.1404700722716093, 56, 25.30130560057368, 92.66666666666666, 'Low Risk'),
(42314, 78, 17, '40:45.8', 37.15817312805734, 99.93170054794659, 112, 81, 19, 'Male', 96.76093779511953, 1.969701249498207, 0.10721554362676411, 31, 24.940166472963156, 91.33333333333333, 'Low Risk'),
(42315, 62, 13, '39:45.8', 36.195094474066664, 96.67706896, 110, 78, 67, 'Male', 57.222468449129686, 1.7236808105282286, 0.054347094, 32, 19.259849756272356, 88.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(42316, 70, 14, '38:45.8', 36.47618410722413, 99.42147224810931, 125, 71, 19, 'Female', 93.25378658089454, 1.7291861984113985, 0.072208613, 54, 31.187671730383656, 89, 'High Risk'),
(42317, 90, 19, '37:45.8', 36.94059647414584, 98.02414933, 125, 78, 46, 'Female', 81.55314271050618, 1.6040924690727882, 0.073446911, 47, 31.694353813677825, 93.66666666666667, 'High Risk'),
(42318, 83, 17, '36:45.8', 37.03895599177915, 97.82824478988564, 115, 81, 54, 'Female', 54.15520709297917, 1.6913477871055314, 0.080141755, 34, 18.93103602222412, 92.33333333333333, 'Low Risk'),
(42319, 94, 14, '35:45.8', 36.402660521043344, 97.58115894031198, 122, 88, 68, 'Female', 84.68548275102883, 1.829460375310733, 0.14424518520156215, 34, 25.302471985515762, 99.33333333333333, 'High Risk'),
(42320, 71, 16, '34:45.8', 36.959851269662394, 98.19550095393024, 119, 82, 49, 'Female', 79.07542142642805, 1.6749989104170055, 0.12318453479118636, 37, 28.18463775566097, 94.33333333333333, 'Low Risk'),
(42321, 94, 14, '33:45.8', 36.23290041719193, 97.84943103, 136, 74, 72, 'Male', 95.68614033465062, 1.6295539855368066, 0.11070673410068058, 62, 36.033921768360216, 94.66666666666666, 'High Risk'),
(42322, 89, 17, '32:45.8', 36.72473094416912, 96.39197673158064, 139, 75, 73, 'Female', 58.287641716906464, 1.7462960774015641, 0.14252816596183449, 64, 19.113522293136324, 96.33333333333333, 'Low Risk'),
(42323, 83, 14, '31:45.8', 36.181768959448064, 99.68107473867967, 128, 89, 55, 'Male', 90.02054214484454, 1.867996184590001, 0.072949213, 39, 25.798214800440814, 102, 'Low Risk'),
(42324, 94, 12, '30:45.8', 37.32182854625013, 97.49313638, 125, 86, 53, 'Male', 91.23934135771049, 1.6872174739773629, 0.10346317818642428, 39, 32.050884, 99, 'High Risk'),
(42325, 78, 15, '29:45.8', 36.63590260153945, 99.69599098428908, 136, 80, 51, 'Male', 62.30300446307772, 1.7450377246645974, 0.11046612084464402, 56, 20.459704182442543, 98.66666666666666, 'Low Risk'),
(42326, 71, 16, '28:45.8', 36.67733894976817, 99.26023281062484, 114, 84, 42, 'Male', 94.52401688480407, 1.6111844795670967, 0.069097766, 30, 36.41259491524959, 94, 'High Risk'),
(42327, 68, 17, '27:45.8', 36.79730295030636, 95.14593167585339, 137, 78, 34, 'Male', 68.89968131089792, 1.7878118839481156, 0.071295694, 59, 21.556267959097916, 97.66666666666666, 'Low Risk'),
(42328, 99, 19, '26:45.8', 37.08785159621915, 97.14089987, 110, 79, 38, 'Male', 81.69221208166937, 1.640213702130549, 0.077402823, 31, 30.365454432835122, 89.33333333333333, 'High Risk'),
(42329, 67, 15, '25:45.8', 36.04167453835141, 97.02305062429451, 112, 83, 59, 'Female', 56.271371005506445, 1.6983733529713687, 0.134846785, 29, 19.50837800002835, 92.66666666666667, 'Low Risk'),
(42330, 94, 12, '24:45.8', 37.45350797741965, 99.95569272293798, 117, 76, 67, 'Male', 81.09292332609091, 1.5572839911020298, 0.10079226026176272, 41, 33.43854088945803, 89.66666666666667, 'High Risk'),
(42331, 68, 17, '23:45.8', 36.993491292858366, 97.74329185441053, 132, 72, 60, 'Male', 51.06987576593906, 1.9605702967479097, 0.10425471545054557, 60, 13.286174864764766, 92, 'High Risk'),
(42332, 91, 14, '22:45.8', 37.150453280414894, 96.82126521392301, 120, 88, 85, 'Male', 56.531985107961106, 1.6232304734649101, 0.073132646, 32, 21.455263931062277, 98.66666666666667, 'High Risk'),
(42333, 88, 13, '21:45.8', 37.08409678440315, 98.60057470985913, 124, 85, 71, 'Female', 98.37231243565608, 1.5391968306020576, 0.14937100544076748, 39, 41.522601903516794, 98, 'High Risk'),
(42334, 67, 12, '20:45.8', 37.253532286506505, 97.70164154437482, 127, 79, 85, 'Female', 72.46261599, 1.8641936221834383, 0.052316079519015124, 48, 20.85124411896675, 95, 'Low Risk'),
(42335, 83, 12, '19:45.8', 36.51545375670001, 98.65838577235947, 120, 83, 85, 'Male', 71.84868357271218, 1.773222718884244, 0.085765753, 37, 22.850317635310244, 95.33333333333333, 'Low Risk'),
(42336, 97, 18, '18:45.8', 37.29036559713153, 96.81442943897265, 136, 77, 31, 'Male', 62.73203481769367, 1.7781446153496636, 0.055268349843472765, 59, 19.84061898, 96.66666666666666, 'High Risk'),
(42337, 67, 13, '17:45.8', 36.53070009187543, 95.66086463300852, 119, 74, 52, 'Female', 79.84144952737535, 1.7042981864551765, 0.079722926, 45, 27.48762702175164, 89, 'Low Risk'),
(42338, 64, 12, '16:45.8', 37.23207236964724, 98.07715953060314, 131, 87, 35, 'Male', 93.78884634765313, 1.7617264580881613, 0.1342950327164849, 44, 30.218593066646186, 101.66666666666667, 'High Risk'),
(42339, 95, 13, '15:45.8', 36.48327551638685, 98.62189622310882, 122, 89, 69, 'Male', 94.87969626747244, 1.9940933635674711, 0.13554496262157245, 33, 23.860652149438486, 100, 'High Risk'),
(42340, 86, 12, '14:45.8', 36.07647322380468, 97.36860755482589, 125, 86, 60, 'Female', 54.817772469659644, 1.798409379749712, 0.10288337300460852, 39, 16.949007268672677, 99, 'High Risk'),
(42341, 87, 14, '13:45.8', 36.821848028652006, 98.86956913700084, 110, 88, 69, 'Male', 83.40089464844202, 1.6946911585911764, 0.069133493, 22, 29.039529925498577, 95.33333333333333, 'Low Risk'),
(42342, 81, 19, '12:45.8', 36.22349296327248, 98.12664011092028, 124, 89, 76, 'Female', 75.14217879384385, 1.7604391234157006, 0.13591896455912517, 35, 24.246092647008215, 100.66666666666667, 'Low Risk'),
(42343, 86, 19, '11:45.8', 36.80680139887608, 96.11676295294775, 123, 78, 78, 'Male', 72.51933315039662, 1.5939345509419383, 0.12413594682890024, 45, 28.543868534562588, 93, 'Low Risk'),
(42344, 67, 14, '10:45.8', 37.17507895258966, 99.63002946911895, 138, 78, 88, 'Female', 75.07849824246078, 1.7136156233838848, 0.082222547, 60, 25.56752863069042, 98, 'Low Risk'),
(42345, 74, 15, '09:45.8', 36.30193347, 96.16500822614228, 133, 75, 45, 'Male', 81.95941018456358, 1.7304744351681054, 0.06951264, 58, 27.369599911601426, 94.33333333333333, 'Low Risk'),
(42346, 70, 18, '08:45.8', 36.74521539107032, 97.67799354899765, 137, 84, 48, 'Male', 50.79478760521504, 1.8111920373131196, 0.075573402, 53, 15.484249063592257, 101.66666666666666, 'High Risk'),
(42347, 79, 14, '07:45.8', 36.530580929100225, 97.68066947672914, 136, 79, 80, 'Male', 51.52078833157721, 1.8794667745754088, 0.13329613656159045, 57, 14.585227056585405, 98, 'High Risk'),
(42348, 85, 19, '06:45.8', 36.34234085611843, 95.11673603168826, 117, 87, 53, 'Male', 52.673903304657436, 1.6113277230314695, 0.1228270484865793, 30, 20.287463136342552, 97, 'Low Risk'),
(42349, 70, 18, '05:45.8', 36.69547022954537, 95.86773178419486, 122, 87, 32, 'Male', 81.1201031, 1.8664970615106096, 0.11595125801019625, 35, 23.284872962796378, 98.66666666666667, 'Low Risk'),
(42350, 96, 15, '04:45.8', 36.02728754680901, 98.65128839858255, 121, 84, 60, 'Male', 83.17879969898931, 1.6553727442143689, 0.092844611, 37, 30.354357766142876, 96.33333333333333, 'High Risk'),
(42351, 79, 12, '03:45.8', 36.28500571822452, 98.66025078776178, 110, 73, 53, 'Female', 85.94842982, 1.9601192066075308, 0.089775798, 37, 22.37036028305308, 85.33333333333333, 'Low Risk'),
(42352, 73, 19, '02:45.8', 36.02020392380507, 98.35705926946518, 112, 70, 54, 'Male', 83.72991655515676, 1.675909728801744, 0.078640176, 42, 29.81119698217365, 84, 'Low Risk'),
(42353, 74, 14, '01:45.8', 37.23800100874703, 96.82530739, 127, 88, 19, 'Male', 52.72284355, 1.8090541014167705, 0.14491307858380575, 39, 16.110006490029704, 101, 'High Risk'),
(42354, 76, 14, '00:45.8', 36.26795061679088, 96.10436595234536, 116, 80, 64, 'Female', 72.80497612, 1.7105639115755469, 0.1384297811413681, 36, 24.881837711167442, 92, 'Low Risk'),
(42355, 92, 13, '59:45.8', 36.895491303624006, 99.92563989816375, 121, 89, 43, 'Male', 87.97120899, 1.8350692777296953, 0.10681051111941275, 32, 26.123756777920043, 99.66666666666667, 'High Risk'),
(42356, 70, 18, '58:45.8', 37.284369626359606, 95.08088813, 122, 81, 45, 'Female', 68.76821031860268, 1.8920279120320205, 0.14641667922611787, 41, 19.210233512279842, 94.66666666666667, 'Low Risk'),
(42357, 95, 12, '57:45.8', 36.59706838466895, 99.58864905805574, 115, 77, 36, 'Female', 55.28090125, 1.9387310209958626, 0.1346396138779472, 38, 14.707538571210199, 89.66666666666667, 'High Risk'),
(42358, 65, 13, '56:45.8', 36.162516819670714, 98.27345067, 130, 73, 88, 'Male', 64.70342261125587, 1.556797173706752, 0.10176478039560874, 57, 26.697044484718067, 92, 'Low Risk'),
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(42537, 97, 19, '57:45.8', 36.613241468233376, 95.19504831681127, 119, 72, 88, 'Male', 74.58984955456188, 1.6792470117625071, 0.059292122, 47, 26.451515717918483, 87.66666666666667, 'High Risk'),
(42538, 97, 13, '56:45.8', 36.146209591335946, 95.40277002702007, 124, 85, 68, 'Female', 88.44316284316167, 1.8691684156577757, 0.053920947, 39, 25.314385957048113, 98, 'High Risk'),
(42539, 62, 18, '55:45.8', 36.54852622786668, 96.58314785827515, 131, 76, 88, 'Female', 90.22049367874851, 1.515282165985039, 0.1298324475733708, 55, 39.29327027225926, 94.33333333333333, 'High Risk'),
(42540, 72, 16, '54:45.8', 36.888060449777825, 98.62914258959827, 125, 79, 58, 'Male', 61.10724170781963, 1.7801880361597067, 0.094923861, 46, 19.282392761020983, 94.33333333333333, 'Low Risk'),
(42541, 72, 14, '53:45.8', 36.63169898444769, 96.42221540772266, 136, 80, 49, 'Female', 84.45762250037527, 1.9461285486136903, 0.14527425871915312, 56, 22.299534878705135, 98.66666666666666, 'Low Risk'),
(42542, 73, 15, '52:45.8', 37.08482783945412, 98.68652937559348, 131, 74, 18, 'Female', 58.608434497683966, 1.7863872684613407, 0.053193134698460355, 57, 18.365759430020965, 93, 'High Risk'),
(42543, 89, 14, '51:45.8', 36.206771056035386, 99.13991171303553, 118, 77, 87, 'Male', 59.51990244380484, 1.8170729340180156, 0.068441813, 41, 18.026752322189328, 90.66666666666667, 'High Risk'),
(42544, 88, 18, '50:45.8', 36.27825180380875, 97.62162719544304, 137, 81, 75, 'Male', 57.79636179214266, 1.8919622368377633, 0.12141735840074254, 56, 16.14639503072002, 99.66666666666666, 'High Risk'),
(42545, 76, 18, '49:45.8', 36.40261813386923, 98.35289738, 115, 89, 48, 'Male', 77.76413787939688, 1.9344848590350636, 0.12637119536383326, 26, 20.780150653475363, 97.66666666666667, 'Low Risk'),
(42546, 61, 16, '48:45.8', 37.06609546593556, 95.92382974506086, 136, 79, 23, 'Male', 99.41822894775709, 1.8770592030128417, 0.061957117, 57, 28.216950808461387, 98, 'Low Risk'),
(42547, 60, 18, '47:45.8', 36.252928334223675, 95.71298676, 120, 74, 69, 'Male', 71.50454274997763, 1.7171881034292467, 0.087578601, 46, 24.249226591372235, 89.33333333333333, 'Low Risk'),
(42548, 77, 13, '46:45.8', 36.25810985, 98.43263945471102, 131, 70, 57, 'Male', 52.63529589718925, 1.743444434153294, 0.061936151124876763, 61, 17.316529135054022, 90.33333333333333, 'High Risk'),
(42549, 89, 18, '45:45.8', 37.43871314237927, 95.08629244926684, 137, 81, 46, 'Female', 91.8710012, 1.5632291821902924, 0.087497044, 56, 37.59526424144305, 99.66666666666666, 'High Risk'),
(42550, 76, 14, '44:45.8', 36.88313905700097, 95.67837532116545, 119, 72, 46, 'Female', 75.16214360937948, 1.840601236461996, 0.072944653, 47, 22.18603729579336, 87.66666666666667, 'Low Risk'),
(42551, 63, 16, '43:45.8', 36.962669131356556, 96.17227021, 132, 77, 76, 'Female', 88.51286078, 1.571339745158077, 0.057452786, 55, 35.84810363231535, 95.33333333333333, 'High Risk'),
(42552, 95, 16, '42:45.8', 36.220545607055875, 97.94525082757964, 110, 75, 77, 'Female', 70.26456818848119, 1.949372571336734, 0.091843762, 35, 18.49041589360588, 86.66666666666667, 'High Risk'),
(42553, 88, 14, '41:45.8', 36.13264762906956, 97.54377489, 132, 71, 53, 'Female', 85.48569821674371, 1.7442714371366446, 0.14993919203981199, 61, 28.09734763750354, 91.33333333333333, 'Low Risk'),
(42554, 78, 15, '40:45.8', 36.11403292951757, 98.00937525403445, 124, 72, 21, 'Female', 68.45907283677938, 1.7259644797980322, 0.11697441582597777, 52, 22.980914427677785, 89.33333333333333, 'Low Risk'),
(42555, 68, 19, '39:45.8', 36.324740141136544, 98.42191131374585, 116, 86, 87, 'Male', 54.35322987416434, 1.5593811425158939, 0.10471743417593514, 30, 22.352227064341783, 96, 'Low Risk'),
(42556, 99, 14, '38:45.8', 36.43736818, 98.01288081, 136, 89, 63, 'Female', 69.40328735826239, 1.7279558687061403, 0.13271110423168253, 47, 23.24420776109236, 104.66666666666667, 'High Risk'),
(42557, 75, 16, '37:45.8', 36.03272848893489, 98.99468029687696, 119, 86, 28, 'Female', 66.39803903979008, 1.9715579199869815, 0.073097044, 33, 17.08189991519584, 97, 'High Risk'),
(42558, 96, 16, '36:45.8', 36.68772166150845, 98.46463749429428, 112, 70, 18, 'Female', 57.78347913001298, 1.6716373784730936, 0.066283152, 42, 20.67852417289841, 84, 'High Risk'),
(42559, 96, 17, '35:45.8', 36.91040918473901, 95.73095035519071, 128, 73, 71, 'Male', 87.77472188351616, 1.782963597023534, 0.077950484, 55, 27.61115090947382, 91.33333333333333, 'High Risk'),
(42560, 60, 18, '34:45.8', 36.96030685830075, 96.65844843646221, 113, 87, 87, 'Male', 97.06494592138378, 1.9380904577589142, 0.10854056859575895, 26, 25.84129835581136, 95.66666666666667, 'Low Risk'),
(42561, 75, 12, '33:45.8', 36.25708093, 98.37630989251387, 123, 73, 49, 'Male', 51.96902099294789, 1.5109687752131857, 0.14065741280744554, 50, 22.763212697543107, 89.66666666666666, 'Low Risk'),
(42562, 60, 15, '32:45.8', 36.40795099429518, 98.43352244147523, 128, 74, 49, 'Female', 89.93875206009949, 1.9846073623658018, 0.068671025, 54, 22.834823597614346, 92, 'Low Risk'),
(42563, 75, 12, '31:45.8', 36.35305476091542, 99.24298502429451, 121, 80, 73, 'Male', 65.12697837543767, 1.9619014066754252, 0.057262851, 41, 16.92024207072338, 93.66666666666667, 'High Risk'),
(42564, 66, 19, '30:45.8', 36.968028036315964, 96.10723123134879, 130, 88, 86, 'Female', 53.14976007231551, 1.776132290852407, 0.05068539, 42, 16.84809056578685, 102, 'High Risk'),
(42565, 85, 14, '29:45.8', 36.372052114617546, 96.15140083125334, 116, 73, 65, 'Female', 73.17260441222693, 1.9333271855253091, 0.057533272, 43, 19.576623900092468, 87.33333333333333, 'Low Risk'),
(42566, 61, 18, '28:45.8', 36.25365359239108, 99.39991740807278, 111, 81, 72, 'Male', 88.76535727, 1.581748799, 0.1271147539503536, 30, 35.478763778245686, 91, 'High Risk'),
(42567, 74, 17, '27:45.8', 36.82578629863198, 98.01714631834744, 137, 84, 64, 'Male', 57.81570467562808, 1.7452621130035075, 0.1445028155642164, 53, 18.981236548999632, 101.66666666666666, 'Low Risk'),
(42568, 93, 13, '26:45.8', 36.059660547094566, 97.51865546793123, 127, 75, 20, 'Male', 61.41352993268042, 1.8587654255083403, 0.12939633164874545, 52, 17.775216094839852, 92.33333333333333, 'High Risk'),
(42569, 61, 18, '25:45.8', 36.36849553209422, 98.67135624670011, 132, 73, 55, 'Female', 74.21360156907966, 1.7996009926898637, 0.13125045847912514, 59, 22.915590888447866, 92.66666666666666, 'Low Risk'),
(42570, 80, 16, '24:45.8', 36.70600392006444, 95.39121352884226, 130, 79, 79, 'Female', 70.37265519459297, 1.6176717241419059, 0.11830620196919224, 51, 26.892002857764908, 96, 'Low Risk'),
(42571, 86, 15, '23:45.8', 36.305657058523764, 96.76477457926387, 112, 78, 57, 'Male', 76.59087064, 1.6321400471359855, 0.059142216, 34, 28.751609701968473, 89.33333333333333, 'Low Risk'),
(42572, 99, 18, '22:45.8', 36.19913344246002, 95.88606268353385, 116, 71, 84, 'Female', 89.26112213, 1.6585451299882628, 0.12294316632548302, 45, 32.449481021877624, 86, 'High Risk'),
(42573, 72, 12, '21:45.8', 37.306488749002135, 96.11416503534777, 124, 83, 64, 'Male', 86.78460538996595, 1.9844306789442765, 0.099977781, 41, 22.037931458419887, 96.66666666666667, 'Low Risk'),
(42574, 86, 18, '20:45.8', 36.34275248027008, 98.36721986956665, 118, 72, 89, 'Female', 88.67201787484322, 1.9479445652321876, 0.1380751756496763, 46, 23.36863819, 87.33333333333333, 'Low Risk'),
(42575, 76, 17, '19:45.8', 37.21074199161857, 97.08918201777054, 132, 89, 47, 'Male', 68.49341292, 1.798879929639559, 0.12718833564347665, 43, 21.16627597161681, 103.33333333333333, 'Low Risk'),
(42576, 86, 13, '18:45.8', 36.58115019767879, 98.52409939697785, 137, 80, 45, 'Female', 94.85163823121997, 1.6403411112296027, 0.083609389, 57, 35.251410347690836, 99, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(42578, 92, 19, '16:45.8', 36.56268603293985, 99.27805655230217, 125, 88, 29, 'Male', 92.08433065413303, 1.9960993597308472, 0.076486376, 37, 23.111143009644326, 100.33333333333333, 'High Risk'),
(42579, 72, 15, '15:45.8', 37.25898601273824, 96.69151345777983, 137, 84, 61, 'Female', 52.51349781, 1.5946407568493965, 0.10135104291181327, 53, 20.651196871466023, 101.66666666666666, 'Low Risk'),
(42580, 61, 16, '14:45.8', 36.00042092091869, 97.70397398304212, 125, 85, 48, 'Male', 96.04136211861479, 1.7479545840462596, 0.068439926, 40, 31.433882247405705, 98.33333333333333, 'High Risk'),
(42581, 83, 16, '13:45.8', 36.84740662957282, 97.82517575424257, 118, 75, 89, 'Male', 82.17641985222969, 1.832941374, 0.14013777206933026, 43, 24.45964038256555, 89.33333333333333, 'Low Risk'),
(42582, 89, 14, '12:45.8', 37.33413400360658, 96.52026263, 120, 89, 34, 'Female', 78.54564646874971, 1.9325213832472619, 0.1252922078266024, 31, 21.031657582206357, 99.33333333333333, 'Low Risk'),
(42583, 89, 13, '11:45.8', 37.10258709649543, 99.38621698, 138, 76, 29, 'Female', 86.80743412636463, 1.7623038348273583, 0.076398243, 62, 27.95087106895636, 96.66666666666666, 'Low Risk'),
(42584, 97, 19, '10:45.8', 37.277237427291894, 98.15448511216984, 125, 78, 68, 'Male', 52.06264666794537, 1.5072840199612292, 0.096383154, 47, 22.915854311987093, 93.66666666666667, 'High Risk'),
(42585, 65, 19, '09:45.8', 36.368787476091065, 99.48839811591456, 121, 73, 81, 'Male', 51.79387570697458, 1.8451566015550458, 0.088378661, 48, 15.212897793863903, 89, 'High Risk'),
(42586, 83, 18, '08:45.8', 37.45952518405094, 96.78243664296166, 134, 80, 62, 'Female', 84.84796193976783, 1.9434211410448547, 0.14335450423240115, 54, 22.465059303493124, 98, 'Low Risk'),
(42587, 64, 12, '07:45.8', 36.46544027186035, 96.86986974480293, 130, 88, 76, 'Female', 79.23820268206049, 1.9984382626375563, 0.067893062, 42, 19.84052426, 102, 'Low Risk'),
(42588, 88, 12, '06:45.8', 36.18970362734566, 95.71402213154309, 126, 84, 62, 'Female', 88.09421522, 1.5197014852887751, 0.07792731, 42, 38.14440238953651, 98, 'High Risk'),
(42589, 88, 15, '05:45.8', 36.47563982943661, 98.38843020299046, 131, 83, 60, 'Female', 56.202117573712016, 1.8063633031314388, 0.074203594, 48, 17.22433547163954, 99, 'High Risk'),
(42590, 85, 15, '04:45.8', 36.30255558928938, 98.34744632755734, 123, 71, 73, 'Female', 72.66869034814033, 1.9777074687027003, 0.082155001, 52, 18.579038130494414, 88.33333333333333, 'Low Risk'),
(42591, 87, 19, '03:45.8', 37.01194840471916, 99.11162199932812, 121, 76, 52, 'Female', 81.43834864544937, 1.8377050344265147, 0.061237084, 45, 24.11444930761921, 91, 'Low Risk'),
(42592, 62, 18, '02:45.8', 36.243012228391784, 95.55298539, 136, 85, 50, 'Female', 77.09478431876805, 1.8489285911958522, 0.14133383991542903, 51, 22.551982259354187, 102, 'Low Risk'),
(42593, 93, 13, '01:45.8', 36.69849304862425, 96.02811410028079, 117, 77, 71, 'Male', 93.22439906305458, 1.6261766178794268, 0.10929604261891607, 40, 35.25284472195787, 90.33333333333333, 'High Risk'),
(42594, 91, 17, '00:45.8', 36.16137997237408, 96.58272836578067, 113, 80, 77, 'Female', 78.99193501693219, 1.6546058095716656, 0.095756963, 33, 28.853178523182642, 91, 'High Risk'),
(42595, 63, 12, '59:45.8', 37.237637222458375, 95.04919401364549, 112, 83, 32, 'Male', 66.58365939563868, 1.9604441538151531, 0.075448096, 29, 17.324420222106454, 92.66666666666667, 'High Risk'),
(42596, 63, 19, '58:45.8', 37.09667225758679, 95.99407799661292, 138, 86, 84, 'Male', 87.59172449685104, 1.8644209420060207, 0.14164583743878417, 52, 25.19852568434406, 103.33333333333333, 'Low Risk'),
(42597, 67, 18, '57:45.8', 36.763846125181544, 98.35899303644905, 127, 74, 67, 'Female', 88.90853053325816, 1.5726048905201455, 0.054154292744583415, 53, 35.950438213437316, 91.66666666666666, 'High Risk'),
(42598, 67, 13, '56:45.8', 37.10680181080962, 98.16104365800443, 113, 75, 77, 'Male', 67.27314145366068, 1.8036787804638266, 0.052954946, 38, 20.678703986384008, 87.66666666666667, 'Low Risk'),
(42599, 82, 13, '55:45.8', 36.47778569726645, 97.17492742393242, 111, 85, 39, 'Male', 83.67386009, 1.5535892628109191, 0.073938136, 26, 34.667089558941605, 93.66666666666667, 'High Risk'),
(42600, 69, 13, '54:45.8', 37.349670023232875, 99.77098044053295, 125, 79, 57, 'Female', 54.729094596968125, 1.8096191313717016, 0.063087661, 46, 16.712595638364274, 94.33333333333333, 'High Risk'),
(42601, 71, 16, '53:45.8', 37.41014063566741, 96.68694373690964, 118, 84, 57, 'Female', 84.46125809183212, 1.6757469015569788, 0.087177127, 34, 30.07742801411598, 95.33333333333333, 'High Risk'),
(42602, 96, 15, '52:45.8', 37.25556562329001, 99.91384629409926, 121, 85, 83, 'Male', 85.74193454059271, 1.9064018499847146, 0.084654638, 36, 23.591979188444494, 97, 'High Risk'),
(42603, 71, 13, '51:45.8', 36.50186336336794, 96.49216624, 110, 77, 52, 'Male', 56.001237529817686, 1.610583713386666, 0.057454679714859236, 33, 21.588925024725036, 88, 'Low Risk'),
(42604, 84, 16, '50:45.8', 36.05901159315488, 99.22455533640934, 123, 86, 83, 'Male', 62.044480697647536, 1.6838972755435198, 0.12867681720404367, 37, 21.881241801626867, 98.33333333333333, 'Low Risk'),
(42605, 69, 16, '49:45.8', 37.17509736439642, 97.20462641015534, 125, 81, 73, 'Male', 85.28706647525459, 1.9264425550713697, 0.083536819, 44, 22.981112578431976, 95.66666666666667, 'Low Risk'),
(42606, 98, 18, '48:45.8', 37.35360497168794, 96.64592271215032, 139, 72, 70, 'Female', 94.28184058, 1.5295034781903294, 0.099004234, 67, 40.30204785972232, 94.33333333333333, 'High Risk'),
(42607, 60, 14, '47:45.8', 37.38394381688252, 97.78127097790549, 123, 86, 68, 'Female', 95.60835519, 1.777455169, 0.1406441249987113, 37, 30.26206328, 98.33333333333333, 'High Risk'),
(42608, 64, 15, '46:45.8', 37.454437893559394, 97.45396209035597, 118, 85, 24, 'Female', 87.08206798361905, 1.7615632365008262, 0.053382156480191706, 33, 28.0628812, 96, 'Low Risk'),
(42609, 63, 12, '45:45.8', 37.31252158408398, 96.34573632889695, 115, 73, 46, 'Male', 87.96879348972469, 1.8312024383693277, 0.08552458, 42, 26.233480842386122, 87, 'Low Risk'),
(42610, 85, 19, '44:45.8', 37.38068350132867, 99.50201492578235, 125, 83, 48, 'Male', 93.66076240254623, 1.8284404359363648, 0.08588655, 42, 28.01535011683419, 97, 'Low Risk'),
(42611, 83, 14, '43:45.8', 36.40291617384211, 97.14024202364894, 121, 79, 44, 'Male', 71.75384331248449, 1.8030111234576933, 0.10886689951651515, 42, 22.07233890456446, 93, 'Low Risk'),
(42612, 75, 13, '42:45.8', 36.088717713871866, 95.89012438803154, 125, 85, 67, 'Female', 98.16847396366651, 1.6370061870837198, 0.060108237, 40, 36.63290824967191, 98.33333333333333, 'High Risk'),
(42613, 73, 12, '41:45.8', 36.798096194685236, 97.95748522458192, 111, 86, 79, 'Male', 86.89708143344811, 1.8480639958438825, 0.094370671, 25, 25.44316755549844, 94.33333333333333, 'Low Risk'),
(42614, 68, 13, '40:45.8', 36.50238403072248, 97.76956915046762, 119, 88, 72, 'Female', 59.90852035859296, 1.9854950108963743, 0.090931788, 31, 15.196759592495145, 98.33333333333333, 'High Risk'),
(42615, 65, 15, '39:45.8', 36.72900360279957, 96.71326483429128, 132, 78, 72, 'Female', 94.09150600093172, 1.639829077, 0.050187722479778124, 54, 34.990750224558155, 96, 'High Risk'),
(42616, 60, 16, '38:45.8', 36.63920694172564, 97.22191717, 120, 79, 66, 'Female', 67.22298802002103, 1.7565257724846424, 0.12087474664371757, 41, 21.787568223595763, 92.66666666666667, 'Low Risk'),
(42617, 95, 19, '37:45.8', 37.22246078565809, 96.68145227734507, 110, 80, 89, 'Male', 71.75728321, 1.7311033034200312, 0.096201532, 30, 23.945285379095598, 90, 'High Risk'),
(42618, 83, 17, '36:45.8', 37.220051671949385, 95.62410252261344, 129, 70, 47, 'Male', 62.609499044100886, 1.9437815603662993, 0.14597608664415934, 59, 16.570870109542874, 89.66666666666666, 'High Risk'),
(42619, 72, 16, '35:45.8', 36.65375606, 98.30700291570264, 139, 89, 56, 'Male', 89.55598290869133, 1.8731194153959934, 0.063791548, 50, 25.52487793327624, 105.66666666666666, 'Low Risk'),
(42620, 92, 13, '34:45.8', 37.41973161394057, 96.26122486356033, 133, 79, 81, 'Female', 60.215598146798094, 1.6635709877006104, 0.098860884, 54, 21.75836857602255, 97, 'High Risk'),
(42621, 67, 17, '33:45.8', 37.408224596615945, 99.27177010078341, 112, 86, 20, 'Male', 62.27829890281893, 1.9431451721649817, 0.1199492810657817, 26, 16.49400970386901, 94.66666666666667, 'High Risk'),
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(42799, 91, 17, '35:45.8', 37.109270084360176, 95.12465512968704, 132, 73, 78, 'Male', 55.41969800001132, 1.6800759792028597, 0.10382045351421276, 59, 19.633888020481734, 92.66666666666666, 'High Risk'),
(42800, 84, 19, '34:45.8', 37.31587305769835, 98.62566112326354, 116, 77, 58, 'Female', 82.43818763359559, 1.8730330950041436, 0.1075736815573847, 39, 23.498358932923512, 90, 'Low Risk'),
(42801, 64, 17, '33:45.8', 36.73162424302381, 95.47734596570227, 111, 73, 19, 'Male', 81.58850335489242, 1.7089027941447985, 0.083692019, 38, 27.937931413190885, 85.66666666666667, 'Low Risk'),
(42802, 66, 14, '32:45.8', 37.197980577629565, 98.70360449, 133, 87, 63, 'Male', 78.43305209579421, 1.5972961451827359, 0.11727594494421024, 46, 30.74172463320871, 102.33333333333333, 'High Risk'),
(42803, 65, 13, '31:45.8', 37.413094572613815, 95.05628242442755, 124, 82, 88, 'Male', 75.16799075788714, 1.893292416, 0.066223408, 42, 20.969957539810054, 96, 'Low Risk'),
(42804, 79, 19, '30:45.8', 36.73389050886331, 96.57048981262592, 132, 83, 74, 'Male', 54.03870324727298, 1.6924940744875414, 0.1056407799635386, 49, 18.864730491058623, 99.33333333333333, 'Low Risk'),
(42805, 80, 13, '29:45.8', 37.210198584893966, 98.58290643388247, 120, 88, 85, 'Male', 89.24106952816706, 1.5661791505034468, 0.096006042, 32, 36.38160799774932, 98.66666666666667, 'High Risk'),
(42806, 64, 17, '28:45.8', 36.746588464790435, 98.60920146, 125, 74, 55, 'Male', 89.30473422294813, 1.6382438109560815, 0.078108826, 51, 33.27494991540677, 91, 'High Risk'),
(42807, 89, 14, '27:45.8', 36.15324409327612, 98.43760123287035, 115, 70, 37, 'Male', 83.07688236, 1.7077676282035092, 0.050837595, 45, 28.485420599416656, 85, 'Low Risk'),
(42808, 61, 19, '26:45.8', 36.654736318118886, 97.87123691242154, 138, 73, 30, 'Female', 72.80878600691113, 1.9030944697518062, 0.12556859001857126, 65, 20.103102885964226, 94.66666666666666, 'Low Risk'),
(42809, 80, 19, '25:45.8', 36.95131327952813, 98.88465682165432, 126, 78, 34, 'Male', 96.54569729867623, 1.843574556877621, 0.11374471390902875, 48, 28.406093483199303, 94, 'Low Risk'),
(42810, 88, 15, '24:45.8', 36.88042375932092, 95.59682193127324, 111, 73, 51, 'Male', 87.81119065436542, 1.521079117930615, 0.14567294699230549, 38, 37.95301285366647, 85.66666666666667, 'High Risk'),
(42811, 87, 13, '23:45.8', 36.843834079800494, 99.00153974809768, 127, 89, 88, 'Male', 53.31944048410869, 1.6620136010249311, 0.1346789523475611, 38, 19.302627795539856, 101.66666666666667, 'Low Risk'),
(42812, 71, 12, '22:45.8', 36.09035623564162, 97.87074489913631, 137, 87, 46, 'Male', 82.88630241372965, 1.9329377355935575, 0.13943887933001964, 50, 22.18436677311782, 103.66666666666666, 'Low Risk'),
(42813, 71, 18, '21:45.8', 37.120444911610484, 98.50456644, 110, 73, 72, 'Male', 84.40298626, 1.5595375616879248, 0.10028662081692255, 37, 34.70292919230895, 85.33333333333333, 'High Risk'),
(42814, 73, 18, '20:45.8', 36.351641387538606, 96.12909408269688, 115, 75, 73, 'Male', 64.25601972391323, 1.6746615945152308, 0.079745977, 40, 22.91182580825347, 88.33333333333333, 'Low Risk'),
(42815, 86, 19, '19:45.8', 36.96080972018765, 96.19279812619142, 120, 89, 86, 'Male', 95.13701523830693, 1.7661001567342385, 0.12553503455299497, 31, 30.501336101744844, 99.33333333333333, 'High Risk'),
(42816, 63, 14, '18:45.8', 36.74815508329483, 99.87910193755458, 123, 79, 78, 'Female', 62.29178053, 1.921830895522017, 0.050400496650266885, 44, 16.865545906759195, 93.66666666666667, 'High Risk'),
(42817, 70, 19, '17:45.8', 36.20435246859248, 96.95605415525364, 113, 70, 29, 'Male', 64.75665206425631, 1.972673844528328, 0.12904626141528258, 43, 16.640785203015824, 84.33333333333333, 'High Risk'),
(42818, 86, 19, '16:45.8', 36.75589900741014, 97.52892088747343, 126, 77, 27, 'Female', 70.20369873, 1.6359742971201128, 0.079345998, 49, 26.230528531150856, 93.33333333333333, 'Low Risk'),
(42819, 82, 13, '15:45.8', 36.12197384761884, 97.23900894383569, 128, 71, 50, 'Male', 86.75292220443981, 1.5452922678559915, 0.097401193, 57, 36.32978682327146, 90, 'High Risk'),
(42820, 77, 13, '14:45.8', 36.17800968097857, 98.79092952, 127, 80, 42, 'Male', 87.22880304585223, 1.9170126358357198, 0.061786777, 47, 23.736132744760877, 95.66666666666667, 'Low Risk'),
(42821, 99, 13, '13:45.8', 36.25910161767683, 98.65024144599008, 117, 80, 70, 'Female', 80.23199577562644, 1.9099754892890628, 0.10432817053306961, 37, 21.993381492520385, 92.33333333333333, 'High Risk'),
(42822, 96, 16, '12:45.8', 37.0660459, 99.07374788216492, 128, 79, 21, 'Male', 61.90327702190389, 1.6429207586826085, 0.14120438206307476, 49, 22.934031574911916, 95.33333333333333, 'High Risk'),
(42823, 73, 18, '11:45.8', 37.11542195148272, 96.5998593, 122, 89, 76, 'Male', 65.95996221940564, 1.9691447766542691, 0.090572651, 33, 17.01081426390831, 100, 'High Risk'),
(42824, 68, 18, '10:45.8', 37.32151258572435, 96.60550244, 123, 89, 57, 'Male', 59.60847701880948, 1.6001624906485818, 0.069824367, 34, 23.27983265148696, 100.33333333333333, 'Low Risk'),
(42825, 63, 19, '09:45.8', 36.67149923489092, 98.09702652166965, 132, 76, 41, 'Female', 86.76121275, 1.6476901492843754, 0.061230834, 56, 31.957626995187514, 94.66666666666666, 'High Risk'),
(42826, 94, 15, '08:45.8', 37.01359532877085, 95.32577605131416, 117, 81, 39, 'Male', 92.37426504290171, 1.7360037490828808, 0.067397063, 36, 30.651355033629653, 93, 'High Risk'),
(42827, 98, 13, '07:45.8', 36.22369825946568, 96.42922600393162, 126, 77, 61, 'Male', 86.07668216063183, 1.6015359104803562, 0.079655812, 49, 33.55924305300594, 93.33333333333333, 'High Risk'),
(42828, 74, 18, '06:45.8', 37.339965873783335, 96.20035424513203, 111, 70, 57, 'Female', 75.25599039847944, 1.6620417875864906, 0.073359503, 41, 27.243142251613257, 83.66666666666667, 'Low Risk'),
(42829, 78, 19, '05:45.8', 37.28337618221739, 96.69442777990021, 110, 81, 52, 'Male', 99.05068770724588, 1.8656214272368414, 0.10824317249983056, 29, 28.458398270563993, 90.66666666666667, 'Low Risk'),
(42830, 73, 19, '04:45.8', 37.14575991593197, 95.58282132, 137, 84, 88, 'Male', 57.25299597973976, 1.7131462591725137, 0.1377191290253873, 53, 19.50784665938737, 101.66666666666666, 'Low Risk'),
(42831, 85, 16, '03:45.8', 36.26349426353278, 98.06783350176053, 137, 84, 78, 'Male', 55.07777522604827, 1.6206199059227204, 0.074143858, 53, 20.970754270789907, 101.66666666666666, 'Low Risk'),
(42832, 81, 19, '02:45.8', 37.42948569039968, 97.49218204809043, 133, 70, 18, 'Male', 70.67219312, 1.8607412848517781, 0.060064515402431844, 63, 20.41157803029895, 91, 'Low Risk'),
(42833, 63, 16, '01:45.8', 36.82805531423637, 99.74351050554455, 114, 70, 71, 'Male', 96.69030625, 1.5619330890448435, 0.10202166115679046, 44, 39.633103826452874, 84.66666666666667, 'High Risk'),
(42834, 61, 18, '00:45.8', 36.276899618287686, 96.19152520024743, 112, 87, 59, 'Male', 82.97903591204874, 1.7836393194223847, 0.12386082125202018, 25, 26.082805901218947, 95.33333333333333, 'Low Risk'),
(42835, 94, 12, '59:45.8', 36.63324625845261, 99.56250459358428, 127, 71, 74, 'Male', 72.72105127516973, 1.7015455676496947, 0.14760837319723957, 56, 25.11730159639276, 89.66666666666666, 'High Risk'),
(42836, 96, 18, '58:45.8', 36.95009940047391, 99.87587134, 124, 85, 73, 'Female', 96.48993512682227, 1.6334543336942255, 0.074420596, 39, 36.163297112841335, 98, 'High Risk'),
(42837, 61, 12, '57:45.8', 36.86804421638107, 96.27115750887864, 115, 88, 48, 'Male', 77.18646778638856, 1.5697767883509868, 0.11581238181454458, 27, 31.32314500995195, 97, 'High Risk'),
(42838, 61, 19, '56:45.8', 36.29138977, 98.89469800582233, 135, 88, 80, 'Female', 64.35008884, 1.533193404822604, 0.092555884, 47, 27.375071740837004, 103.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(42839, 92, 17, '55:45.8', 36.91459163413677, 97.24011198418232, 127, 70, 52, 'Female', 93.62179589308465, 1.5173722387973665, 0.064253981, 57, 40.662371086243866, 89, 'High Risk'),
(42840, 87, 12, '54:45.8', 37.14037693806432, 96.98227494380359, 137, 86, 48, 'Female', 98.11000942, 1.9277273819063199, 0.12900755049934245, 51, 26.40110382114477, 103, 'Low Risk'),
(42841, 73, 17, '53:45.8', 36.70973391776779, 98.50666394889812, 120, 79, 77, 'Female', 98.39963796400487, 1.6183011092946726, 0.095535678, 41, 37.57291040585352, 92.66666666666667, 'High Risk'),
(42842, 65, 19, '52:45.8', 36.98441944815961, 96.22938679256347, 115, 70, 75, 'Female', 51.719402167881086, 1.7546767348409968, 0.075436328, 45, 16.798065118607607, 85, 'High Risk'),
(42843, 72, 17, '51:45.8', 36.99591640653013, 99.90277807, 126, 71, 47, 'Male', 96.72789167687397, 1.802256823723064, 0.13371236392052915, 55, 29.77956604, 89.33333333333333, 'Low Risk'),
(42844, 75, 12, '50:45.8', 36.04537616359074, 96.89664954228924, 120, 76, 37, 'Female', 86.50183054396045, 1.8063328346047407, 0.051828779, 44, 26.51122193077069, 90.66666666666667, 'Low Risk'),
(42845, 70, 16, '49:45.8', 37.40385517635651, 99.69517011, 127, 89, 51, 'Female', 85.73507124905147, 1.968892679329732, 0.14617614677418975, 38, 22.116399422552455, 101.66666666666667, 'Low Risk'),
(42846, 92, 19, '48:45.8', 36.46494453517074, 97.50223807850486, 139, 89, 30, 'Male', 51.824384542648346, 1.6568679619559232, 0.10255192519049122, 50, 18.878103057626014, 105.66666666666666, 'High Risk'),
(42847, 68, 12, '47:45.8', 37.13551816343202, 96.17856278815923, 110, 73, 37, 'Female', 65.40796386800722, 1.7249140548046373, 0.11980573564576248, 37, 21.98344281842223, 85.33333333333333, 'Low Risk'),
(42848, 65, 16, '46:45.8', 36.17527850409375, 96.21287149762811, 130, 85, 61, 'Male', 88.81895147767257, 1.5825609512634684, 0.13018089959466425, 45, 35.463757679744916, 100, 'High Risk'),
(42849, 99, 16, '45:45.8', 36.01804994696209, 96.00154155718705, 131, 76, 72, 'Male', 62.61814759691973, 1.8664802286589082, 0.099472535, 55, 17.974359688691717, 94.33333333333333, 'High Risk'),
(42850, 95, 18, '44:45.8', 36.40763095687064, 96.83449800837279, 119, 72, 81, 'Male', 61.851857241369174, 1.9091451928168657, 0.091528703, 47, 16.969725929744364, 87.66666666666667, 'High Risk'),
(42851, 71, 14, '43:45.8', 36.43341107988058, 97.56683170153353, 126, 71, 31, 'Male', 66.74572829921438, 1.6506011516591665, 0.11387317906734265, 55, 24.498482771021987, 89.33333333333333, 'Low Risk'),
(42852, 88, 14, '42:45.8', 36.12805150641774, 99.34930818900195, 121, 70, 24, 'Male', 67.60066874420768, 1.8910713626218703, 0.094539853, 51, 18.903192472113812, 87, 'Low Risk'),
(42853, 65, 18, '41:45.8', 36.37572197452484, 98.99659900520317, 121, 85, 62, 'Female', 99.85609752041579, 1.5742958803672196, 0.10334188386931384, 36, 40.290427121959084, 97, 'High Risk'),
(42854, 83, 19, '40:45.8', 37.05604027992627, 99.27145256, 139, 88, 44, 'Female', 65.41482298619655, 1.5391796402808766, 0.13418997933902632, 51, 27.61198001881433, 105, 'Low Risk'),
(42855, 73, 12, '39:45.8', 36.402366294570825, 97.81506283324264, 121, 83, 85, 'Male', 69.11206241431266, 1.8948090825441968, 0.1114322103888529, 38, 19.249654436522384, 95.66666666666667, 'Low Risk'),
(42856, 71, 17, '38:45.8', 36.066956857331355, 97.07357764008754, 125, 72, 31, 'Male', 61.163706148368526, 1.718675573626625, 0.10386651031557606, 53, 20.706466008501643, 89.66666666666666, 'Low Risk'),
(42857, 65, 15, '37:45.8', 36.05242847409908, 98.110741, 130, 74, 63, 'Female', 87.08154252966594, 1.9907709487572651, 0.099579894, 56, 21.97270496910644, 92.66666666666666, 'Low Risk'),
(42858, 86, 19, '36:45.8', 36.22963829696791, 95.69894803808906, 129, 85, 40, 'Male', 70.20215857370191, 1.894470413908989, 0.11370874331044196, 44, 19.56026847894594, 99.66666666666667, 'Low Risk'),
(42859, 67, 16, '35:45.8', 36.87495603372163, 95.46331224419076, 116, 78, 89, 'Female', 66.80999417427357, 1.8620236935276369, 0.14117820091014371, 38, 19.269525833154788, 90.66666666666667, 'Low Risk'),
(42860, 64, 12, '34:45.8', 37.28861032139202, 97.09929232848737, 127, 86, 19, 'Male', 62.75500393348917, 1.6478140529610774, 0.077382448, 41, 23.111703458029016, 99.66666666666667, 'Low Risk'),
(42861, 60, 15, '33:45.8', 36.80317012193709, 95.01056030780795, 128, 73, 33, 'Male', 81.29968254074258, 1.894304241260734, 0.13151368379399025, 55, 22.656320857200996, 91.33333333333333, 'Low Risk'),
(42862, 94, 14, '32:45.8', 36.20020799242376, 98.76356780248484, 137, 83, 61, 'Female', 82.56550858, 1.9805749716169407, 0.12996993857606037, 54, 21.048254543457038, 101, 'High Risk'),
(42863, 60, 15, '31:45.8', 36.81967084803343, 96.91805068866668, 123, 85, 59, 'Male', 55.247885603188344, 1.517526998958559, 0.11257590517805761, 38, 23.99069385195647, 97.66666666666667, 'Low Risk'),
(42864, 64, 13, '30:45.8', 37.42673267790888, 95.75868442777075, 124, 79, 63, 'Female', 94.06868015760324, 1.6415076973945977, 0.08292544, 45, 34.91075197, 94, 'High Risk'),
(42865, 92, 18, '29:45.8', 36.44339952325018, 98.56761771049658, 129, 82, 69, 'Female', 90.10728087, 1.975948938, 0.050106639, 47, 23.078546296017638, 97.66666666666667, 'High Risk'),
(42866, 81, 12, '28:45.8', 36.85698774290908, 98.89347128777315, 138, 78, 89, 'Female', 86.0320788, 1.502735384225614, 0.1183134389154148, 60, 38.09740472065616, 98, 'High Risk'),
(42867, 74, 13, '27:45.8', 37.075422473940556, 96.93228959353206, 138, 80, 67, 'Female', 80.51692192, 1.5748379598546458, 0.055953593, 58, 32.46500058, 99.33333333333333, 'High Risk'),
(42868, 66, 12, '26:45.8', 36.64360301901834, 95.91810015904221, 137, 88, 77, 'Female', 99.58504978878614, 1.9761480605583832, 0.12132572317665886, 49, 25.500880956971248, 104.33333333333333, 'Low Risk'),
(42869, 74, 19, '25:45.8', 36.004069571136824, 99.44685606477951, 135, 83, 81, 'Female', 56.776294938896015, 1.9343700157146682, 0.11576587667475209, 52, 15.173576024335187, 100.33333333333333, 'High Risk'),
(42870, 62, 17, '24:45.8', 36.26101745332285, 95.35664938821378, 120, 76, 73, 'Male', 99.16574051088455, 1.6426324858314727, 0.077667739, 44, 36.75198869966453, 90.66666666666667, 'High Risk'),
(42871, 72, 14, '23:45.8', 36.017109582370004, 98.63181314592094, 134, 72, 55, 'Male', 59.34793975580915, 1.9452810479366085, 0.14882110299951595, 62, 15.683425881792646, 92.66666666666666, 'High Risk'),
(42872, 83, 17, '22:45.8', 36.24242709787799, 98.32212559500435, 113, 76, 32, 'Male', 85.80620271, 1.8273209586716566, 0.12068711381591288, 37, 25.69738978861568, 88.33333333333333, 'Low Risk'),
(42873, 65, 15, '21:45.8', 37.39004443772822, 96.62790777835752, 134, 83, 47, 'Male', 86.94200143653839, 1.5257827664813268, 0.10956091998386301, 51, 37.346011191039565, 100, 'High Risk'),
(42874, 81, 18, '20:45.8', 37.02512825361749, 96.44246606956882, 121, 89, 50, 'Female', 71.51361988966676, 1.678813428535995, 0.10816318550851134, 32, 25.37370538770856, 99.66666666666667, 'Low Risk'),
(42875, 70, 16, '19:45.8', 36.34338449547648, 97.17722202828242, 139, 84, 28, 'Male', 68.09848967079489, 1.9402994077016804, 0.076967456, 55, 18.08839269035532, 102.33333333333333, 'High Risk'),
(42876, 99, 19, '18:45.8', 36.83776489044733, 95.44114555296889, 118, 77, 48, 'Male', 84.94636345, 1.8336192294199105, 0.064404777, 41, 25.26541765496754, 90.66666666666667, 'High Risk'),
(42877, 61, 16, '17:45.8', 36.78048323621916, 98.65813928402903, 127, 74, 69, 'Female', 62.84743546024241, 1.7056923703049103, 0.10639637536513147, 53, 21.601611294542536, 91.66666666666666, 'Low Risk'),
(42878, 77, 12, '16:45.8', 36.96904307821235, 95.77405633995453, 121, 74, 71, 'Female', 63.53172439, 1.5409128310715157, 0.067742466, 47, 26.75682019036513, 89.66666666666667, 'Low Risk'),
(42879, 73, 16, '15:45.8', 36.645720214073215, 99.44193693025167, 128, 89, 48, 'Male', 75.41207945079388, 1.5371886503722196, 0.066563107, 39, 31.914392205494522, 102, 'High Risk'),
(42880, 73, 17, '14:45.8', 36.09466887368418, 98.83542018753948, 110, 87, 33, 'Female', 81.66278822306089, 1.5338033000280733, 0.12202702709840621, 23, 34.71241812033278, 94.66666666666667, 'High Risk'),
(42881, 77, 18, '13:45.8', 37.39835568504675, 99.88243582720878, 127, 74, 21, 'Female', 58.42500032856526, 1.5579359078453994, 0.135971637, 53, 24.07130019923661, 91.66666666666666, 'Low Risk'),
(42882, 88, 12, '12:45.8', 36.39037084309182, 95.83062460924313, 139, 77, 68, 'Female', 78.99816714635656, 1.564266954706704, 0.140414336, 62, 32.28458985, 97.66666666666666, 'High Risk'),
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(43060, 76, 18, '14:45.8', 36.85119594300429, 98.83570508, 117, 70, 56, 'Male', 55.00723183058235, 1.7238747103137355, 0.059673497, 47, 18.510084152105943, 85.66666666666667, 'Low Risk'),
(43061, 80, 16, '13:45.8', 37.004755338959015, 95.75424173371678, 138, 83, 51, 'Female', 92.49475335, 1.7573684101874023, 0.10963226446557282, 55, 29.949630437788564, 101.33333333333333, 'Low Risk'),
(43062, 75, 19, '12:45.8', 36.645251505941786, 99.94933487, 126, 82, 47, 'Female', 79.32777834437005, 1.7294810802403784, 0.06185747, 44, 26.521229935214432, 96.66666666666667, 'Low Risk'),
(43063, 89, 13, '11:45.8', 36.85566155313997, 99.02287317419855, 135, 77, 45, 'Male', 98.98889608465993, 1.8855442042285846, 0.1404903620049352, 58, 27.842808755938606, 96.33333333333333, 'Low Risk'),
(43064, 73, 17, '10:45.8', 36.59942051957367, 95.79970127859674, 138, 73, 38, 'Female', 78.87797201496622, 1.9332644352623491, 0.11799251432893511, 65, 21.104409877585635, 94.66666666666666, 'Low Risk'),
(43065, 83, 12, '09:45.8', 36.18813287, 95.33252876568679, 122, 74, 43, 'Male', 50.02788828645265, 1.5649067678345556, 0.063989021, 48, 20.428441433023202, 90, 'Low Risk'),
(43066, 76, 17, '08:45.8', 36.21865854195438, 96.60646978132802, 111, 80, 44, 'Female', 80.97466306154094, 1.7074160175829278, 0.090067107, 31, 27.776047550035507, 90.33333333333333, 'Low Risk'),
(43067, 99, 19, '07:45.8', 36.969688104582374, 95.78566145346343, 111, 87, 20, 'Female', 75.28702297319465, 1.898344536223877, 0.1490255997174186, 24, 20.891520584441547, 95, 'High Risk'),
(43068, 97, 16, '06:45.8', 36.157986619678226, 95.82261059519878, 127, 87, 26, 'Female', 71.76284015933476, 1.7681931099153074, 0.13273205048989015, 40, 22.95304090236178, 100.33333333333333, 'High Risk'),
(43069, 92, 17, '05:45.8', 37.241634809692854, 95.70376490312314, 122, 82, 81, 'Male', 78.02978467186512, 1.533416937006319, 0.12352540286926676, 40, 33.18485289191827, 95.33333333333333, 'High Risk'),
(43070, 89, 14, '04:45.8', 36.926939587589125, 98.97550703123862, 137, 75, 32, 'Female', 99.47844441555742, 1.9762504369365075, 0.13747014303382132, 62, 25.47094321, 95.66666666666666, 'Low Risk'),
(43071, 75, 13, '03:45.8', 36.52085645356534, 98.19033520896048, 130, 74, 30, 'Male', 55.48024189309723, 1.677970731490307, 0.062921332, 56, 19.70468893939233, 92.66666666666666, 'Low Risk'),
(43072, 92, 15, '02:45.8', 37.135816967138034, 98.59924894930376, 138, 87, 67, 'Male', 55.188791082877486, 1.6548112634888263, 0.10378067909302169, 51, 20.15366077952785, 104, 'High Risk'),
(43073, 79, 18, '01:45.8', 36.46240667069239, 95.24973741017303, 118, 85, 74, 'Female', 81.85393765164932, 1.7300436296441914, 0.1127139850669269, 33, 27.347993312726224, 96, 'Low Risk'),
(43074, 66, 19, '00:45.8', 36.52260084057911, 98.98267431662794, 128, 89, 73, 'Male', 82.35291108889895, 1.8357724309875474, 0.064917748, 39, 24.436627497804515, 102, 'Low Risk'),
(43075, 62, 15, '59:45.8', 36.181770978494455, 96.91607788969627, 131, 89, 62, 'Female', 88.34495195614673, 1.7884957035816105, 0.089123426, 42, 27.618871948545006, 103, 'Low Risk'),
(43076, 75, 17, '58:45.8', 36.102630484844354, 97.44252505766732, 129, 73, 86, 'Female', 52.93052219715195, 1.843723628069933, 0.10235340693377025, 56, 15.570929410599556, 91.66666666666666, 'High Risk'),
(43077, 83, 14, '57:45.8', 36.72290122091332, 99.54087939441747, 118, 86, 81, 'Male', 65.84881021061211, 1.797143283782182, 0.074066459, 32, 20.38837082319186, 96.66666666666667, 'Low Risk'),
(43078, 64, 13, '56:45.8', 37.24430022949763, 95.57455324706578, 120, 79, 56, 'Female', 59.01660868163856, 1.5958687583135203, 0.10707480345116888, 41, 23.172874205884305, 92.66666666666667, 'Low Risk'),
(43079, 71, 17, '55:45.8', 36.52546084107469, 97.23427141104993, 120, 76, 51, 'Female', 67.01318702796883, 1.6302135166751537, 0.140877922, 44, 25.21571535157772, 90.66666666666667, 'Low Risk'),
(43080, 67, 14, '54:45.8', 37.268186480704166, 95.98557762611593, 131, 88, 78, 'Male', 88.65618525732502, 1.8415731936847815, 0.14287356594833822, 43, 26.141534143370652, 102.33333333333333, 'Low Risk'),
(43081, 62, 18, '53:45.8', 36.34245267464737, 97.59148743187197, 123, 86, 21, 'Male', 69.39151537018266, 1.8554239288034509, 0.14126392474127916, 37, 20.156729384498703, 98.33333333333333, 'Low Risk'),
(43082, 63, 19, '52:45.8', 36.5682756, 96.25512042984096, 134, 76, 78, 'Female', 62.299299732744544, 1.8763912883232372, 0.1469182813671125, 58, 17.694420715654015, 95.33333333333333, 'High Risk'),
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(43084, 67, 19, '50:45.8', 36.66665442348991, 96.91811418357706, 115, 77, 34, 'Male', 94.87877989444101, 1.654114308661544, 0.085392946, 38, 34.676723397484814, 89.66666666666667, 'High Risk'),
(43085, 88, 19, '49:45.8', 37.226489096775964, 95.04167473735676, 137, 73, 24, 'Female', 50.23337333267662, 1.9620527258576983, 0.12301206576222554, 64, 13.048812645616799, 94.33333333333333, 'High Risk'),
(43086, 93, 18, '48:45.8', 37.25918411122201, 95.64689081340653, 133, 80, 78, 'Male', 89.14747145861733, 1.9696390823069894, 0.1221346948642901, 53, 22.979243296732008, 97.66666666666666, 'High Risk'),
(43087, 92, 13, '47:45.8', 36.52766183412287, 97.75827004049201, 122, 88, 53, 'Female', 99.37389104995452, 1.5631156918643612, 0.075901513, 34, 40.671486846450456, 99.33333333333333, 'High Risk'),
(43088, 65, 15, '46:45.8', 36.19971181498213, 97.54532560987282, 115, 76, 74, 'Male', 69.93452887357412, 1.5775880256801007, 0.10551244270472092, 39, 28.099879085591983, 89, 'Low Risk'),
(43089, 98, 12, '45:45.8', 36.92096348199051, 99.43143258, 137, 75, 52, 'Female', 83.47598395, 1.5318638266113518, 0.13095438035768336, 62, 35.57306002260769, 95.66666666666666, 'High Risk'),
(43090, 86, 16, '44:45.8', 36.04206864370364, 99.79352621351009, 135, 74, 55, 'Male', 63.98565923525254, 1.7364374954953803, 0.11411399231544457, 61, 21.22092637023044, 94.33333333333333, 'Low Risk'),
(43091, 69, 13, '43:45.8', 36.59741296, 96.69047937, 111, 84, 78, 'Male', 96.98122959029811, 1.829794437212912, 0.10239869046685965, 27, 28.965636760436528, 93, 'Low Risk'),
(43092, 75, 17, '42:45.8', 36.71756647074979, 97.36013474710923, 120, 86, 41, 'Female', 89.52848170178137, 1.8771484880153746, 0.13726203328852865, 34, 25.407618717587052, 97.33333333333333, 'Low Risk'),
(43093, 72, 14, '41:45.8', 37.456434553077194, 97.09350538158013, 127, 81, 89, 'Male', 92.17967656706945, 1.795141929783444, 0.092315949, 46, 28.604713213198295, 96.33333333333333, 'Low Risk'),
(43094, 98, 18, '40:45.8', 37.13932104563125, 99.98120234551604, 114, 74, 71, 'Male', 60.62867826471291, 1.582063962812453, 0.062326567073181106, 40, 24.223116864449903, 87.33333333333333, 'High Risk'),
(43095, 87, 12, '39:45.8', 37.021594270587144, 99.59104943446376, 129, 85, 56, 'Female', 74.42492547648467, 1.9313017365977827, 0.12585003360473412, 44, 19.95345686195561, 99.66666666666667, 'Low Risk'),
(43096, 88, 16, '38:45.8', 36.552563723730124, 98.82797353942226, 117, 84, 18, 'Female', 56.08126571, 1.7344846166350423, 0.095814112, 33, 18.641330314503527, 95, 'Low Risk'),
(43097, 67, 17, '37:45.8', 36.32595264055305, 96.13379788403547, 137, 84, 36, 'Male', 73.01331547893457, 1.7862723146147972, 0.051296391190293736, 53, 22.88267200423731, 101.66666666666666, 'Low Risk'),
(43098, 80, 15, '36:45.8', 36.50214777595567, 98.87604609074042, 134, 72, 58, 'Male', 58.51753301542779, 1.9126501274372298, 0.081412969, 62, 15.996130603496963, 92.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(43100, 83, 14, '34:45.8', 36.01574827176321, 99.10188815736647, 131, 75, 43, 'Female', 82.93805450883622, 1.8280734867271686, 0.057305567603665855, 56, 24.81798649654079, 93.66666666666666, 'Low Risk'),
(43101, 89, 12, '33:45.8', 37.11458307583258, 96.38137435519909, 111, 80, 84, 'Male', 69.90973039486323, 1.8534770797427702, 0.1185680001842417, 31, 20.34994255141364, 90.33333333333333, 'Low Risk'),
(43102, 97, 19, '32:45.8', 37.43639647089957, 99.26463536628839, 127, 82, 78, 'Female', 90.79096018659664, 1.9095991673013661, 0.06879509, 45, 24.897639586848044, 97, 'High Risk'),
(43103, 99, 18, '31:45.8', 36.587870957632106, 97.47599316881244, 118, 75, 48, 'Female', 73.81810975066591, 1.8549852633644373, 0.095205547, 43, 21.452701630416183, 89.33333333333333, 'High Risk'),
(43104, 91, 19, '30:45.8', 37.22852492772839, 97.63339087957876, 132, 87, 54, 'Male', 96.89477841, 1.591768303, 0.13001052621701575, 45, 38.242006346180744, 102, 'High Risk'),
(43105, 98, 12, '29:45.8', 36.3762955, 98.94921564159027, 111, 76, 42, 'Male', 92.67787656934885, 1.6083427161740245, 0.1120457453866574, 35, 35.82769608215651, 87.66666666666667, 'High Risk'),
(43106, 63, 18, '28:45.8', 36.35272369274438, 99.6779175, 134, 81, 27, 'Female', 93.12451854584413, 1.8354314977780852, 0.10392715600898082, 53, 27.643159509315367, 98.66666666666666, 'Low Risk'),
(43107, 82, 14, '27:45.8', 37.187671126869965, 95.88113698672214, 110, 77, 41, 'Male', 92.21453148, 1.7259661565746613, 0.066656196, 33, 30.955285423369048, 88, 'High Risk'),
(43108, 85, 12, '26:45.8', 36.42075688704203, 98.43165089936062, 123, 74, 18, 'Male', 82.52213701838396, 1.829994917442082, 0.099804839, 49, 24.64170187425039, 90.33333333333333, 'Low Risk'),
(43109, 92, 15, '25:45.8', 36.168060200459905, 99.41575692814777, 131, 80, 51, 'Male', 82.99417090087596, 1.980217177747853, 0.1096622692142529, 51, 21.165178895849618, 97, 'High Risk'),
(43110, 60, 19, '24:45.8', 37.05297460475048, 98.59594573, 125, 85, 23, 'Male', 95.58185512848873, 1.9530252963475334, 0.1058452400335528, 40, 25.05876817903215, 98.33333333333333, 'Low Risk'),
(43111, 97, 12, '23:45.8', 36.72877936593786, 98.71417650543783, 110, 84, 44, 'Female', 79.19466844266866, 1.6878794729673126, 0.12206548016423263, 26, 27.79796999321219, 92.66666666666667, 'High Risk'),
(43112, 82, 17, '22:45.8', 36.10747736340271, 99.73932994814204, 114, 73, 59, 'Female', 97.29486053, 1.9913971350877244, 0.10573372738006942, 41, 24.53432668826834, 86.66666666666667, 'Low Risk'),
(43113, 73, 15, '21:45.8', 36.91916655612864, 97.33866752780911, 119, 75, 49, 'Female', 59.84692230254224, 1.8436814668494765, 0.13217456654455256, 44, 17.60637878556132, 89.66666666666667, 'High Risk'),
(43114, 95, 13, '20:45.8', 36.403020814941534, 98.75060933712696, 137, 85, 20, 'Female', 50.17435396914031, 1.6315801726212606, 0.054785631322583905, 52, 18.847986033974415, 102.33333333333333, 'High Risk'),
(43115, 85, 12, '19:45.8', 36.206792609299235, 97.85012527, 122, 84, 59, 'Female', 90.10334324760633, 1.9867619134925991, 0.12614615979702773, 38, 22.827021809929466, 96.66666666666667, 'Low Risk'),
(43116, 75, 13, '18:45.8', 36.41421847923602, 97.7017363, 114, 88, 67, 'Male', 80.74078563059264, 1.7413541223271176, 0.057181856, 26, 26.62678761341807, 96.66666666666667, 'Low Risk'),
(43117, 75, 19, '17:45.8', 36.971697236529145, 97.37979819674428, 126, 85, 85, 'Female', 71.51967844749015, 1.5346925969164318, 0.10240833631730104, 41, 30.365662229847764, 98.66666666666667, 'High Risk'),
(43118, 95, 13, '16:45.8', 36.81719650688293, 99.15196763709268, 114, 80, 25, 'Female', 58.78516873435456, 1.9428791487100747, 0.13387634095631606, 34, 15.573140232965814, 91.33333333333333, 'High Risk'),
(43119, 60, 13, '15:45.8', 36.11386334419027, 95.53148228352967, 128, 75, 28, 'Male', 69.84871777902674, 1.6265808702112743, 0.07266173, 53, 26.400193946650372, 92.66666666666666, 'Low Risk'),
(43120, 87, 14, '14:45.8', 36.914045521932586, 97.61017155281507, 118, 73, 72, 'Female', 66.02003937405604, 1.9388496498557306, 0.058114263, 45, 17.562547582241343, 88, 'High Risk'),
(43121, 91, 15, '13:45.8', 36.197476380591155, 96.44932225118343, 117, 88, 53, 'Female', 99.75529756610347, 1.7364827867577282, 0.12137499496092914, 29, 33.08224725183475, 97.66666666666667, 'High Risk'),
(43122, 91, 14, '12:45.8', 36.29865587821534, 96.56610161657471, 115, 75, 48, 'Male', 91.67691654197314, 1.8358105403532239, 0.08865095, 40, 27.202215681936195, 88.33333333333333, 'High Risk'),
(43123, 95, 18, '11:45.8', 36.45884749, 95.11405097006623, 111, 73, 85, 'Female', 96.42091649781983, 1.7528006006089814, 0.068763673, 38, 31.383850655822542, 85.66666666666667, 'High Risk'),
(43124, 68, 16, '10:45.8', 36.61125868622491, 98.36436434262018, 121, 85, 54, 'Female', 89.66029708174256, 1.6856596475911125, 0.093355384, 36, 31.55443385224617, 97, 'High Risk'),
(43125, 83, 16, '09:45.8', 36.425618858460076, 99.03681781656438, 132, 81, 39, 'Male', 74.56707241226792, 1.801158595885663, 0.14394817822260175, 51, 22.98492983829044, 98, 'Low Risk'),
(43126, 92, 16, '08:45.8', 37.00787562542718, 96.51708166314491, 115, 74, 61, 'Male', 98.87149352602073, 1.8512929083124012, 0.1433242600440291, 41, 28.848339444466387, 87.66666666666667, 'High Risk'),
(43127, 84, 15, '07:45.8', 36.13022465651851, 98.59844064305102, 124, 76, 18, 'Male', 79.92947834600682, 1.5895869425546802, 0.080796939, 48, 31.632856066878404, 92, 'High Risk'),
(43128, 73, 18, '06:45.8', 36.358926583281765, 98.05535773943244, 114, 76, 56, 'Female', 50.2127515, 1.5904484314799898, 0.056532309288726296, 38, 19.85065473260725, 88.66666666666667, 'Low Risk'),
(43129, 83, 16, '05:45.8', 36.140260209474896, 96.57585640105663, 135, 74, 42, 'Male', 62.90020148272563, 1.8972466691326704, 0.1364514180386323, 61, 17.474487141822667, 94.33333333333333, 'High Risk'),
(43130, 96, 19, '04:45.8', 37.42690016863408, 99.30405691, 120, 81, 64, 'Male', 68.32971345938864, 1.5892083340720404, 0.091967517, 39, 27.055024509991174, 94, 'High Risk'),
(43131, 99, 12, '03:45.8', 36.016126049300865, 97.10343038922186, 115, 76, 18, 'Male', 63.637935103661704, 1.677795832273183, 0.057492963961705515, 39, 22.60673569912886, 89, 'High Risk'),
(43132, 94, 12, '02:45.8', 37.01053911, 97.92787067927932, 127, 72, 24, 'Female', 85.57200439812017, 1.7320854904388276, 0.12138954214999974, 55, 28.52285916176689, 90.33333333333333, 'High Risk'),
(43133, 69, 19, '01:45.8', 37.23195320321887, 96.80148893073962, 125, 76, 78, 'Male', 68.80535265435576, 1.601984952142947, 0.1417570170487643, 49, 26.810527599398473, 92.33333333333333, 'Low Risk'),
(43134, 84, 15, '00:45.8', 36.48022492875833, 99.60675204875082, 128, 88, 60, 'Male', 69.95531831264907, 1.766876313580062, 0.078130978, 40, 22.408275724035803, 101.33333333333333, 'Low Risk'),
(43135, 67, 13, '59:45.8', 36.046452358924135, 96.41611189962347, 114, 75, 34, 'Female', 83.92883575266225, 1.5633757709029115, 0.081227731, 39, 34.338747056017965, 88, 'High Risk'),
(43136, 60, 16, '58:45.8', 36.26936812769601, 99.68280430794721, 113, 85, 62, 'Female', 99.26316409007893, 1.734193924996012, 0.09673247, 28, 33.00599226096018, 94.33333333333333, 'High Risk'),
(43137, 76, 12, '57:45.8', 37.07915423975114, 99.00275268163045, 127, 70, 42, 'Male', 93.02681648902703, 1.6989096173261824, 0.09951625, 57, 32.23054203899367, 89, 'High Risk'),
(43138, 78, 13, '56:45.8', 36.449695492470354, 96.13157562086472, 117, 84, 32, 'Female', 54.55540127133139, 1.8561537647121726, 0.13334867772845677, 33, 15.834700497198167, 95, 'High Risk'),
(43139, 81, 16, '55:45.8', 36.53934194020293, 99.71298616794459, 133, 71, 49, 'Female', 98.39499762681915, 1.5520265173407102, 0.1395250570233295, 62, 40.84837131327819, 91.66666666666666, 'High Risk'),
(43140, 91, 15, '54:45.8', 36.186570253279065, 96.53240800974237, 130, 89, 19, 'Female', 85.88506391996346, 1.513874272794747, 0.14670920265349874, 41, 37.474688035154976, 102.66666666666667, 'High Risk'),
(43141, 75, 19, '53:45.8', 36.23817636462208, 99.14039311539736, 127, 71, 41, 'Female', 76.33428882018296, 1.829353275582005, 0.11500230597047423, 56, 22.80995870628122, 89.66666666666666, 'Low Risk'),
(43142, 63, 13, '52:45.8', 36.51423096168669, 98.94440574684847, 132, 77, 63, 'Female', 67.17734045140355, 1.696299831449443, 0.11818371109757918, 55, 23.34627346403831, 95.33333333333333, 'Low Risk'),
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(43321, 60, 13, '53:45.8', 37.129029743125535, 95.00978507488838, 117, 72, 37, 'Male', 70.81302677842514, 1.9828035580181933, 0.1220432033031441, 45, 18.011661596841652, 87, 'High Risk'),
(43322, 87, 17, '52:45.8', 37.46990212782124, 99.52904125172218, 126, 86, 77, 'Male', 94.32519456249895, 1.5196581626935974, 0.1370439933605881, 40, 40.84471737539539, 99.33333333333333, 'High Risk'),
(43323, 83, 12, '51:45.8', 37.21851674520688, 99.48919052522929, 113, 88, 26, 'Female', 89.63146451, 1.7596988883610425, 0.13998007170782928, 25, 28.94568110555902, 96.33333333333333, 'Low Risk'),
(43324, 92, 17, '50:45.8', 37.00876503833612, 96.33012034724412, 135, 88, 87, 'Female', 56.51141897443754, 1.8242918478256585, 0.074421983, 47, 16.980386746053604, 103.66666666666667, 'High Risk'),
(43325, 90, 19, '49:45.8', 36.63781464232427, 98.09105885503915, 136, 87, 49, 'Male', 98.19114703158155, 1.7284831845591198, 0.050414426844519855, 49, 32.86563408, 103.33333333333333, 'High Risk'),
(43326, 83, 12, '48:45.8', 36.836276040282605, 98.59331972182203, 132, 71, 39, 'Female', 99.02624595696372, 1.5724873176056762, 0.0816512, 61, 40.047555553660125, 91.33333333333333, 'High Risk'),
(43327, 72, 19, '47:45.8', 36.17260273076039, 95.37616191, 128, 82, 32, 'Female', 64.71078120399454, 1.9527073627623428, 0.088907843, 46, 16.97079999332033, 97.33333333333333, 'High Risk'),
(43328, 80, 12, '46:45.8', 37.37652239774472, 98.40446923461302, 125, 85, 89, 'Male', 66.30858032, 1.9768701805573632, 0.13973682816819438, 40, 16.967326956939424, 98.33333333333333, 'High Risk'),
(43329, 68, 19, '45:45.8', 36.063252557403196, 99.85622632107236, 137, 85, 83, 'Male', 64.00043430261726, 1.7513804290153552, 0.075443504, 52, 20.86517042903829, 102.33333333333333, 'Low Risk'),
(43330, 91, 15, '44:45.8', 37.367989234443534, 95.26789002305044, 114, 81, 21, 'Female', 55.67522005, 1.6849226632129555, 0.12570364817675522, 33, 19.611101998914155, 92, 'High Risk'),
(43331, 75, 19, '43:45.8', 36.15063244004265, 96.82999635863833, 112, 85, 47, 'Male', 76.39295840551395, 1.7695863319035317, 0.079935139, 27, 24.395505328767165, 94, 'Low Risk'),
(43332, 79, 14, '42:45.8', 36.41770883791842, 97.89414254782194, 136, 88, 89, 'Male', 85.11350548, 1.7609698461123333, 0.13246460392912232, 48, 27.446984617131744, 104, 'Low Risk'),
(43333, 77, 12, '41:45.8', 36.39947506972854, 96.17410562662849, 132, 87, 86, 'Male', 76.51801670590191, 1.6614839461467963, 0.12891717144457926, 45, 27.71860733438895, 102, 'Low Risk'),
(43334, 92, 16, '40:45.8', 37.13949596218209, 95.31217691, 113, 81, 28, 'Female', 53.15666029165159, 1.7385751618138952, 0.11761022412489565, 32, 17.586148896250002, 91.66666666666667, 'High Risk'),
(43335, 68, 17, '39:45.8', 36.05256926679597, 98.71227247210297, 135, 88, 83, 'Female', 93.06734334090504, 1.8864933841020655, 0.1408635203457431, 47, 26.150906260808522, 103.66666666666667, 'Low Risk'),
(43336, 71, 12, '38:45.8', 36.11452167017504, 99.31535907253038, 136, 84, 57, 'Male', 82.7418974, 1.8916464424766066, 0.061025022439128454, 52, 23.123072439883465, 101.33333333333333, 'Low Risk'),
(43337, 88, 13, '37:45.8', 36.09016188782915, 98.50876348486129, 135, 82, 75, 'Male', 58.10237696900991, 1.788785093635845, 0.078396836, 53, 18.158399447690112, 99.66666666666666, 'High Risk'),
(43338, 74, 17, '36:45.8', 37.26695217469245, 95.58759455966934, 111, 84, 40, 'Male', 89.03522176645325, 1.728411593, 0.078127005, 27, 29.803516111877773, 93, 'Low Risk'),
(43339, 98, 17, '35:45.8', 37.14244335546464, 96.68859156265918, 123, 72, 40, 'Female', 60.62570590198666, 1.855161838357256, 0.092481018, 51, 17.615428187774533, 89, 'High Risk'),
(43340, 73, 16, '34:45.8', 36.22722912098944, 97.86140830012572, 118, 88, 48, 'Female', 59.97767736264466, 1.7406666021166641, 0.072519084, 30, 19.79513419930929, 98, 'Low Risk'),
(43341, 99, 19, '33:45.8', 37.28901997351949, 96.64878294759312, 131, 74, 86, 'Male', 52.26930334659832, 1.5629792961980082, 0.14085884352925623, 57, 21.39637797811958, 93, 'High Risk'),
(43342, 87, 15, '32:45.8', 37.20263102058084, 99.92533693328923, 112, 71, 74, 'Male', 68.03998075169022, 1.9845152794629346, 0.097591758, 41, 17.276481044924992, 84.66666666666667, 'High Risk'),
(43343, 89, 19, '31:45.8', 37.10613111796332, 97.59556323675785, 126, 78, 42, 'Male', 76.29829875732813, 1.5379274252674326, 0.12063118396607779, 48, 32.25842588303023, 94, 'High Risk'),
(43344, 69, 19, '30:45.8', 36.378911745285805, 97.09260305037492, 135, 86, 79, 'Male', 84.46666119668052, 1.918474733988985, 0.054017858, 49, 22.949496392011877, 102.33333333333333, 'Low Risk'),
(43345, 61, 19, '29:45.8', 36.69662294277506, 98.36940494211508, 129, 87, 46, 'Male', 96.52427544062533, 1.8508042502893272, 0.065743178, 42, 28.17835096004968, 101, 'Low Risk'),
(43346, 75, 12, '28:45.8', 37.38255315766213, 95.94883151091366, 117, 74, 77, 'Male', 54.24555728954697, 1.864512121359499, 0.11598446022220227, 43, 15.603921366156772, 88.33333333333333, 'High Risk'),
(43347, 67, 12, '27:45.8', 36.14523655648765, 97.38946151094345, 126, 85, 53, 'Male', 85.24104813118603, 1.60271231, 0.075602994, 41, 33.18468015999363, 98.66666666666667, 'High Risk'),
(43348, 75, 13, '26:45.8', 36.43609583325188, 98.20425693948263, 117, 76, 18, 'Female', 97.88645921657533, 1.895574001182188, 0.079196293, 41, 27.242134472745416, 89.66666666666667, 'Low Risk'),
(43349, 83, 13, '25:45.8', 36.540080843426956, 98.89768143523547, 117, 87, 78, 'Female', 71.11959406661087, 1.9578871686098909, 0.093000539, 30, 18.55299163629683, 97, 'Low Risk'),
(43350, 83, 14, '24:45.8', 36.60869563853982, 96.29514817254366, 110, 89, 19, 'Female', 80.57626154283996, 1.8104382724492616, 0.058473124164316825, 21, 24.583271061292848, 96, 'Low Risk'),
(43351, 92, 19, '23:45.8', 37.28949338, 95.73891549434384, 120, 80, 59, 'Female', 86.29024004417643, 1.7226588596260768, 0.12088798551054973, 40, 29.077904977195544, 93.33333333333333, 'High Risk'),
(43352, 79, 14, '22:45.8', 36.07310293589807, 97.78264382568173, 117, 84, 31, 'Female', 68.40502734466216, 1.884851337412395, 0.10531902593649459, 33, 19.254569664422892, 95, 'Low Risk'),
(43353, 65, 14, '21:45.8', 37.108813287668724, 99.38611989, 111, 82, 69, 'Female', 65.61160788, 1.5960558016351305, 0.12611421470697778, 29, 25.756363066626676, 91.66666666666667, 'Low Risk'),
(43354, 91, 18, '20:45.8', 36.708379495705756, 97.98889753839103, 123, 79, 87, 'Male', 85.81815082121756, 1.8303495758983341, 0.1461290348732451, 44, 25.615985360881023, 93.66666666666667, 'High Risk'),
(43355, 83, 17, '19:45.8', 37.13968644287402, 95.16981803955606, 112, 87, 45, 'Male', 63.20441559579704, 1.7186514615513628, 0.053223000693938975, 25, 21.39793168403041, 95.33333333333333, 'Low Risk'),
(43356, 68, 17, '18:45.8', 36.021035502299625, 96.20025756875177, 130, 78, 41, 'Female', 57.38433132517659, 1.739334838116466, 0.054905510160903205, 52, 18.96823553619588, 95.33333333333333, 'Low Risk'),
(43357, 69, 12, '17:45.8', 36.25221027131169, 96.42243692295091, 113, 87, 75, 'Female', 98.15505058395894, 1.5102271605042243, 0.12646164234612756, 26, 43.03562337688847, 95.66666666666667, 'High Risk'),
(43358, 97, 14, '16:45.8', 36.00826388782842, 95.13287738246325, 122, 87, 55, 'Female', 59.20370954966032, 1.6913051541668107, 0.13844115400007362, 35, 20.69688443040322, 98.66666666666667, 'High Risk'),
(43359, 83, 17, '15:45.8', 37.32656100199346, 95.19674062966129, 137, 75, 72, 'Female', 58.73681825152819, 1.8220075182292423, 0.14456607395463988, 62, 17.693350787583547, 95.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(43360, 66, 18, '14:45.8', 37.10685990211091, 95.80166537138332, 129, 77, 71, 'Female', 87.62105706474651, 1.6397143913921721, 0.10900991052839962, 52, 32.58907783006819, 94.33333333333333, 'High Risk'),
(43361, 66, 18, '13:45.8', 37.471180406796904, 98.72692786051584, 135, 86, 70, 'Female', 76.02737521531375, 1.6044393262684324, 0.13223779688382753, 49, 29.53407682780319, 102.33333333333333, 'Low Risk'),
(43362, 88, 18, '12:45.8', 36.22500253235541, 99.64029823550621, 110, 86, 75, 'Male', 94.26645698420143, 1.5761944405851291, 0.082490303, 24, 37.943518598407195, 94, 'High Risk'),
(43363, 74, 17, '11:45.8', 36.16101575, 97.82376019918826, 121, 74, 56, 'Female', 69.59947636648508, 1.815878175110525, 0.13367803126634015, 47, 21.107293755472828, 89.66666666666667, 'Low Risk'),
(43364, 74, 19, '10:45.8', 36.419855370883354, 97.40132545000772, 110, 87, 83, 'Male', 76.96195324193118, 1.8703010557858775, 0.12239527188803274, 23, 22.001538118312407, 94.66666666666667, 'Low Risk'),
(43365, 67, 12, '09:45.8', 36.01413161975562, 99.28020867726704, 119, 70, 86, 'Female', 93.74446672242867, 1.6073329822567686, 0.1214584195019034, 49, 36.285568351390495, 86.33333333333333, 'High Risk'),
(43366, 91, 14, '08:45.8', 37.44994686164162, 98.66035104461737, 122, 80, 80, 'Male', 82.30471113102689, 1.8015554472094437, 0.12873694847680447, 42, 25.358842638819304, 94, 'High Risk'),
(43367, 72, 13, '07:45.8', 36.07364573966533, 99.75229968425275, 127, 71, 46, 'Male', 99.36187898511072, 1.5089805079189396, 0.079521555, 56, 43.63676390643691, 89.66666666666666, 'High Risk'),
(43368, 98, 16, '06:45.8', 36.36260080900089, 98.41456320842329, 134, 78, 41, 'Male', 86.02241415333754, 1.8481640047373566, 0.10564616447854602, 56, 25.184342174375345, 96.66666666666666, 'High Risk'),
(43369, 97, 14, '05:45.8', 36.025295779144535, 97.87076639930002, 112, 82, 64, 'Male', 99.17147879888154, 1.8873538048257006, 0.088822405, 30, 27.84069979192787, 92, 'High Risk'),
(43370, 74, 18, '04:45.8', 36.35999582085165, 98.02456126235798, 132, 88, 37, 'Female', 64.84988445109816, 1.797052992218389, 0.11195458074311343, 44, 20.081097218779192, 102.66666666666667, 'Low Risk'),
(43371, 61, 15, '03:45.8', 37.43192494022882, 98.19350725254895, 115, 80, 43, 'Male', 56.07873767373506, 1.8765109991974247, 0.071332814, 35, 15.925607221957577, 91.66666666666667, 'High Risk'),
(43372, 62, 19, '02:45.8', 37.147026103502675, 98.56783872607001, 133, 74, 68, 'Female', 98.62932647756485, 1.6178070450146915, 0.078682939, 59, 37.68362061509421, 93.66666666666666, 'High Risk'),
(43373, 88, 12, '01:45.8', 36.220212726942165, 99.64610076776903, 118, 78, 51, 'Female', 60.332269562402274, 1.7742862525561511, 0.057905979, 40, 19.164711576612316, 91.33333333333333, 'Low Risk'),
(43374, 73, 14, '00:45.8', 36.72959022627765, 99.45979374260543, 126, 70, 46, 'Female', 61.59689356653857, 1.5116188405943023, 0.12021986085083339, 56, 26.957165069494486, 88.66666666666666, 'Low Risk'),
(43375, 97, 17, '59:45.8', 37.04226563078372, 97.27893484, 117, 70, 61, 'Male', 73.93796750468753, 1.8650227741057428, 0.052490765, 47, 21.256865722568445, 85.66666666666667, 'High Risk'),
(43376, 77, 18, '58:45.8', 36.65634540847678, 98.86128235630937, 134, 72, 21, 'Male', 92.37288569692973, 1.5646918273858328, 0.13669693337893962, 62, 37.730006730391125, 92.66666666666666, 'High Risk'),
(43377, 91, 19, '57:45.8', 36.81259039366473, 98.31060046425713, 118, 82, 35, 'Female', 95.32755245675406, 1.8662911023888824, 0.1420939302411673, 36, 27.369046755946176, 94, 'High Risk'),
(43378, 95, 19, '56:45.8', 36.80817999849843, 97.06983736570054, 121, 74, 26, 'Male', 60.57251318844645, 1.6187262380609988, 0.073760116, 47, 23.11685668646889, 89.66666666666667, 'High Risk'),
(43379, 91, 12, '55:45.8', 36.519727650196444, 96.27762335432682, 129, 76, 29, 'Male', 56.26581755500902, 1.883557456814138, 0.14561533936630444, 53, 15.859404948248315, 93.66666666666666, 'High Risk'),
(43380, 70, 18, '54:45.8', 36.78521470281989, 97.30398898, 119, 73, 52, 'Male', 89.86306723165683, 1.704764391239494, 0.14606014141526186, 46, 30.92092712930678, 88.33333333333333, 'High Risk'),
(43381, 65, 14, '53:45.8', 36.91576921795385, 95.97026711647314, 128, 83, 26, 'Male', 92.77050406397925, 1.591890071211674, 0.1465607610131368, 45, 36.60865459, 98, 'High Risk'),
(43382, 81, 18, '52:45.8', 37.12860916097364, 96.42834125278765, 114, 82, 56, 'Male', 61.84692680221961, 1.823148455281798, 0.11175460786198149, 32, 18.606901415002714, 92.66666666666667, 'Low Risk'),
(43383, 65, 13, '51:45.8', 37.304207815601416, 97.35276368109548, 120, 78, 82, 'Female', 51.47757049957617, 1.6537301667625093, 0.069517698, 42, 18.822995768662484, 92, 'Low Risk'),
(43384, 94, 18, '50:45.8', 36.35702236377794, 97.05383083812265, 135, 74, 65, 'Male', 90.96027258603465, 1.6467173479263175, 0.050766612, 61, 33.54390594394794, 94.33333333333333, 'High Risk'),
(43385, 97, 12, '49:45.8', 36.02389518970167, 97.11540553750085, 113, 80, 46, 'Male', 57.52615674993021, 1.9069647195554826, 0.099507563, 33, 15.819037067856637, 91, 'High Risk'),
(43386, 60, 16, '48:45.8', 36.46757610867195, 96.67283931525583, 135, 71, 40, 'Female', 87.50486957077167, 1.827198098340205, 0.13205360512458325, 64, 26.209633777059377, 92.33333333333333, 'Low Risk'),
(43387, 75, 16, '47:45.8', 36.007155817953254, 99.28670765984138, 115, 73, 88, 'Female', 62.493736150597954, 1.6927689035175226, 0.11650721802173507, 42, 21.809270785901038, 87, 'Low Risk'),
(43388, 86, 13, '46:45.8', 37.08230351843592, 99.17662081977993, 119, 70, 36, 'Male', 84.42963942768274, 1.6804863927572171, 0.11774512115270432, 49, 29.896815687660247, 86.33333333333333, 'Low Risk'),
(43389, 78, 17, '45:45.8', 36.973883597534964, 96.39702471688261, 136, 88, 85, 'Male', 53.82744399193009, 1.816520756897431, 0.061250238, 48, 16.312594032729116, 104, 'High Risk'),
(43390, 92, 15, '44:45.8', 36.118137081419654, 98.58130537163801, 115, 89, 65, 'Male', 79.74415716031912, 1.569166421030764, 0.11623559073013268, 26, 32.386264633511054, 97.66666666666667, 'High Risk'),
(43391, 65, 13, '43:45.8', 37.05361688664668, 98.23237702669333, 118, 79, 47, 'Female', 80.95127634584395, 1.7383833876431012, 0.055986025, 39, 26.787524073863302, 92, 'Low Risk'),
(43392, 98, 18, '42:45.8', 36.513171847092465, 95.58799385679963, 128, 88, 20, 'Female', 83.81634741675813, 1.8057751437067155, 0.059821009, 40, 25.70404007325121, 101.33333333333333, 'High Risk'),
(43393, 65, 13, '41:45.8', 37.409098203741536, 99.89071842674711, 130, 78, 87, 'Female', 59.92028086254676, 1.7400291930689247, 0.062869147, 52, 19.790682478875592, 95.33333333333333, 'Low Risk'),
(43394, 71, 17, '40:45.8', 36.50142026324352, 98.62754005226785, 130, 87, 55, 'Female', 80.32102573103546, 1.6480202745197072, 0.10026344812059146, 43, 29.573596661993726, 101.33333333333333, 'Low Risk'),
(43395, 63, 14, '39:45.8', 37.36148370519388, 96.54777105969923, 139, 74, 42, 'Male', 75.8961301, 1.6772551178224242, 0.10785271503719102, 65, 26.97872247, 95.66666666666666, 'Low Risk'),
(43396, 89, 13, '38:45.8', 36.52347015, 95.57790792345763, 126, 87, 31, 'Female', 62.62220831317947, 1.7845636341707622, 0.13409884060743366, 39, 19.663657502542375, 100, 'Low Risk'),
(43397, 89, 17, '37:45.8', 36.65916396486521, 96.47691091915867, 127, 83, 51, 'Female', 62.89902616622129, 1.8801482590935321, 0.079983555, 44, 17.793432195491846, 97.66666666666667, 'High Risk'),
(43398, 60, 16, '36:45.8', 37.33066776420859, 95.76963698890805, 135, 82, 71, 'Female', 77.87857670707838, 1.6803254217457042, 0.11807263732717847, 53, 27.582346505721773, 99.66666666666666, 'Low Risk'),
(43399, 83, 14, '35:45.8', 36.65541820532935, 97.44500964612361, 136, 76, 39, 'Female', 73.90889789699249, 1.9704619565896293, 0.10754974527419689, 60, 19.035339082042164, 96, 'Low Risk'),
(43400, 70, 15, '34:45.8', 37.41917229958286, 99.75107348986349, 110, 82, 58, 'Female', 88.03276164228129, 1.5963964103213109, 0.1315747558234861, 28, 34.54322178942085, 91.33333333333333, 'High Risk'),
(43401, 83, 14, '33:45.8', 37.48104293903624, 99.79903641876506, 125, 79, 18, 'Male', 86.34124295886922, 1.7815180716386843, 0.1127328052208874, 46, 27.20431732741764, 94.33333333333333, 'Low Risk'),
(43402, 60, 12, '32:45.8', 36.76489620346397, 98.15482233104376, 127, 86, 44, 'Female', 77.06320100833352, 1.5324847099068204, 0.12102683403583234, 41, 32.81366532512189, 99.66666666666667, 'High Risk'),
(43403, 91, 14, '31:45.8', 36.92134043617955, 95.56119950521301, 124, 78, 62, 'Male', 86.88893840429314, 1.6804281369491239, 0.098524044, 46, 30.76979492, 93.33333333333333, 'High Risk'),
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(43581, 85, 13, '33:45.8', 37.27517079112978, 95.61977630986593, 126, 82, 67, 'Male', 83.79289225693753, 1.7230145214326642, 0.067348283, 44, 28.224698132737515, 96.66666666666667, 'Low Risk'),
(43582, 95, 15, '32:45.8', 36.59031108702158, 97.71568175463851, 132, 83, 73, 'Male', 89.69631810689765, 1.8877272663179077, 0.14598692571611915, 49, 25.17074782568053, 99.33333333333333, 'High Risk'),
(43583, 66, 16, '31:45.8', 36.30938788318536, 99.34451647, 134, 71, 83, 'Female', 95.54246779066821, 1.6510624689536595, 0.099248007, 63, 35.048500647175835, 92, 'High Risk'),
(43584, 79, 15, '30:45.8', 36.66146818837496, 97.53540553, 130, 77, 80, 'Male', 71.56920764248285, 1.816983623227902, 0.1393261628081603, 53, 21.67824814147951, 94.66666666666666, 'Low Risk'),
(43585, 74, 12, '29:45.8', 36.91088089, 96.99451266773734, 135, 84, 49, 'Male', 80.6687599, 1.580219559362073, 0.10821458581377558, 51, 32.305057222898824, 101, 'High Risk'),
(43586, 81, 14, '28:45.8', 36.482967406306514, 96.74130236588401, 127, 75, 64, 'Female', 76.51944926, 1.5640757461738768, 0.14341622810031485, 52, 31.279245772648203, 92.33333333333333, 'High Risk'),
(43587, 81, 14, '27:45.8', 36.375432835122766, 95.06629672905275, 133, 84, 76, 'Male', 90.08005240859686, 1.7128353640666714, 0.12860439907925447, 49, 30.70417184770684, 100.33333333333333, 'High Risk'),
(43588, 72, 12, '26:45.8', 36.708720709984576, 96.12803611402964, 117, 74, 54, 'Male', 63.986599195976595, 1.6287226476096253, 0.13994110412521404, 43, 24.120969410805277, 88.33333333333333, 'Low Risk'),
(43589, 97, 19, '25:45.8', 36.54942765980178, 98.22504701, 135, 85, 71, 'Female', 62.809798335120206, 1.531770378943174, 0.073837033, 50, 26.769488013630067, 101.66666666666666, 'High Risk'),
(43590, 71, 16, '24:45.8', 37.14691012878387, 96.74691662, 123, 87, 75, 'Male', 66.56342527319315, 1.6088911012355682, 0.063253352, 36, 25.714753342971157, 99, 'Low Risk'),
(43591, 68, 18, '23:45.8', 36.66190021391902, 99.51979836934166, 115, 83, 30, 'Female', 96.88253287900326, 1.6750961953177341, 0.099573601, 32, 34.52756726290382, 93.66666666666667, 'High Risk'),
(43592, 83, 12, '22:45.8', 36.94629732338944, 98.78285025542782, 112, 78, 65, 'Female', 71.23057868, 1.5225879459478198, 0.10706103791030513, 34, 30.72569378874923, 89.33333333333333, 'High Risk'),
(43593, 83, 16, '21:45.8', 36.64050188773222, 96.32004460486228, 131, 88, 58, 'Male', 69.66996407, 1.7620078801365069, 0.1009780808612342, 43, 22.440363826433288, 102.33333333333333, 'Low Risk'),
(43594, 96, 16, '20:45.8', 36.75196831573558, 98.23126054938635, 124, 76, 76, 'Female', 72.81211873401479, 1.6211929601258823, 0.14852800931542637, 48, 27.703475114444863, 92, 'High Risk'),
(43595, 85, 15, '19:45.8', 36.62655937311674, 96.52141071525621, 122, 87, 34, 'Male', 69.08285803326464, 1.8508232364855228, 0.070298824, 35, 20.166958747596237, 98.66666666666667, 'Low Risk'),
(43596, 65, 16, '18:45.8', 36.81352173513439, 97.77842393, 123, 82, 87, 'Female', 69.27956701218287, 1.6367010551187557, 0.05507792, 41, 25.862258004563333, 95.66666666666667, 'Low Risk'),
(43597, 94, 15, '17:45.8', 37.37457087103533, 98.63951146, 114, 74, 74, 'Male', 98.57924332180411, 1.9190350937515537, 0.074293593, 40, 26.768229468804293, 87.33333333333333, 'High Risk'),
(43598, 62, 12, '16:45.8', 36.95976713569728, 98.91448295, 125, 84, 38, 'Female', 60.85193494927594, 1.5061821461841807, 0.055680932119107185, 41, 26.82374438, 97.66666666666667, 'Low Risk'),
(43599, 81, 17, '15:45.8', 36.401535161909976, 99.40126409621854, 113, 77, 86, 'Male', 83.07356637416926, 1.792251835664845, 0.059612305, 36, 25.862159601707955, 89, 'Low Risk'),
(43600, 72, 19, '14:45.8', 36.78015591503681, 95.63911125812898, 120, 85, 44, 'Male', 91.33094459671386, 1.9480761781257203, 0.08200234, 35, 24.066120011951227, 96.66666666666667, 'Low Risk'),
(43601, 88, 14, '13:45.8', 36.70742836725111, 97.87932396137523, 135, 74, 38, 'Female', 72.23597272720657, 1.7392004647035522, 0.13268639030630308, 61, 23.88109519432095, 94.33333333333333, 'Low Risk'),
(43602, 60, 17, '12:45.8', 37.31193154, 99.99941938569836, 125, 74, 63, 'Female', 52.075119741525434, 1.6700461150779295, 0.070634562, 51, 18.671248117455676, 91, 'Low Risk'),
(43603, 95, 15, '11:45.8', 36.892790088769324, 97.95611429981695, 129, 89, 24, 'Female', 88.10726385787117, 1.9255795827453792, 0.063678663, 40, 23.762316153485283, 102.33333333333333, 'High Risk'),
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(43605, 95, 15, '09:45.8', 36.17520577500223, 97.67198859758378, 115, 75, 54, 'Male', 99.73910587, 1.844363696489399, 0.084904392, 40, 29.32056536385131, 88.33333333333333, 'High Risk'),
(43606, 66, 14, '08:45.8', 36.38271649182127, 96.92124721432528, 117, 77, 85, 'Male', 99.89803455819606, 1.837402080917095, 0.096428242, 40, 29.59024329532118, 90.33333333333333, 'Low Risk'),
(43607, 64, 15, '07:45.8', 37.14426800637621, 95.73652199, 139, 84, 68, 'Male', 50.69585924046315, 1.7216945425853614, 0.12587187914108203, 55, 17.102526915895613, 102.33333333333333, 'High Risk'),
(43608, 74, 16, '06:45.8', 37.32852916993602, 98.65524060668804, 125, 83, 60, 'Male', 61.94305037527775, 1.6152808812303434, 0.093605834, 42, 23.740861962188397, 97, 'Low Risk'),
(43609, 68, 19, '05:45.8', 36.37256718241276, 98.34654670127816, 115, 73, 43, 'Male', 61.52661106, 1.5586596362731666, 0.14168261509949132, 42, 25.325639272809784, 87, 'Low Risk'),
(43610, 94, 15, '04:45.8', 36.41822812789487, 98.98708214537683, 110, 79, 34, 'Male', 74.67015703045614, 1.5315865817448429, 0.052282171, 31, 31.83200240737116, 89.33333333333333, 'High Risk'),
(43611, 80, 12, '03:45.8', 36.63263061306205, 97.01485560460718, 128, 72, 25, 'Female', 52.40804564558451, 1.9343762936142066, 0.083976694, 56, 14.006061932983753, 90.66666666666666, 'High Risk'),
(43612, 65, 18, '02:45.8', 37.46934293481849, 98.28477106816601, 116, 81, 20, 'Female', 99.33309739990601, 1.894070518103312, 0.11389756951093383, 35, 27.688644126087343, 92.66666666666667, 'Low Risk'),
(43613, 77, 13, '01:45.8', 36.967474264359005, 98.64630665838786, 110, 79, 88, 'Male', 86.34149057040761, 1.9110571452470673, 0.10089401958487398, 31, 23.641345748537965, 89.33333333333333, 'Low Risk'),
(43614, 74, 13, '00:45.8', 36.550344702503374, 98.06161275074882, 132, 82, 28, 'Female', 57.79720774185466, 1.775479322230235, 0.075910933, 50, 18.334776492057564, 98.66666666666666, 'High Risk'),
(43615, 81, 19, '59:45.8', 36.83477990547594, 97.58776855538794, 112, 84, 40, 'Male', 67.26301994636529, 1.5250506516414932, 0.11075749290961426, 28, 28.920635096097982, 93.33333333333333, 'Low Risk'),
(43616, 86, 13, '58:45.8', 37.01799253739134, 96.65328677028839, 134, 70, 53, 'Male', 75.30147519634188, 1.7244403961950932, 0.12054759374963343, 64, 25.322530824043824, 91.33333333333333, 'Low Risk'),
(43617, 70, 16, '57:45.8', 36.51066144506501, 95.12429339281267, 127, 76, 84, 'Female', 84.47799160910543, 1.6684491448720216, 0.1297098959197968, 51, 30.347130549601207, 93, 'High Risk'),
(43618, 60, 17, '56:45.8', 36.779950298241545, 95.13660143724252, 127, 75, 55, 'Female', 51.78447355818881, 1.8627014581727583, 0.09899602, 52, 14.924955897128642, 92.33333333333333, 'High Risk'),
(43619, 77, 14, '55:45.8', 37.31289888558111, 95.25927169, 125, 71, 27, 'Female', 95.65154245664307, 1.744680606684052, 0.052191773281975176, 54, 31.423901915418625, 89, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(43621, 74, 16, '53:45.8', 36.00837568, 95.75374552355296, 113, 87, 83, 'Female', 81.02327340951591, 1.9854781390733167, 0.059032139656804976, 26, 20.55320555724323, 95.66666666666667, 'Low Risk'),
(43622, 60, 18, '52:45.8', 37.472034743315824, 99.96427372, 122, 84, 40, 'Male', 59.81413117487103, 1.8333325498565243, 0.070711066, 38, 17.79595506, 96.66666666666667, 'High Risk'),
(43623, 75, 18, '51:45.8', 37.153093449005105, 99.62252763654742, 111, 82, 65, 'Female', 99.06101264683777, 1.748510245289788, 0.10710719209603395, 29, 32.401595833723476, 91.66666666666667, 'High Risk'),
(43624, 65, 13, '50:45.8', 36.72314854811898, 99.15316863035181, 131, 86, 85, 'Male', 93.78344068170787, 1.9054861477355038, 0.083425452, 45, 25.829414992723077, 101, 'Low Risk'),
(43625, 90, 16, '49:45.8', 36.166329869955746, 98.84132912433087, 126, 76, 61, 'Female', 89.06204892422338, 1.5536107486424076, 0.1462246127030969, 50, 36.898460584515036, 92.66666666666666, 'High Risk'),
(43626, 80, 18, '48:45.8', 36.51103036377794, 95.68300357153697, 124, 82, 32, 'Female', 59.37099708304507, 1.506430278768534, 0.1445746111370791, 42, 26.162321003931087, 96, 'Low Risk'),
(43627, 67, 17, '47:45.8', 36.630438069916224, 95.15164193031875, 120, 84, 83, 'Female', 91.58976399781719, 1.9962491443795882, 0.1321385737067077, 36, 22.983568206957024, 96, 'Low Risk'),
(43628, 73, 13, '46:45.8', 36.046693452146634, 95.66017695877771, 125, 88, 28, 'Female', 62.91400589028173, 1.5212457076353525, 0.090529217, 37, 27.18620622682669, 100.33333333333333, 'Low Risk'),
(43629, 78, 16, '45:45.8', 36.99323882214831, 96.32513795236923, 136, 89, 35, 'Male', 94.44484587834049, 1.8513639941375348, 0.1436626646310516, 47, 27.554633305426204, 104.66666666666667, 'Low Risk'),
(43630, 96, 14, '44:45.8', 36.43638733187485, 96.20778518, 117, 73, 27, 'Female', 63.36901133352805, 1.518933358924741, 0.06477663, 44, 27.466257732912855, 87.66666666666667, 'High Risk'),
(43631, 79, 17, '43:45.8', 37.00178598562657, 99.66642466171189, 128, 70, 66, 'Female', 95.91649511947351, 1.8772369391629338, 0.1432591267457547, 58, 27.217931579643786, 89.33333333333333, 'Low Risk'),
(43632, 61, 17, '42:45.8', 36.787646723136874, 99.09095265061411, 122, 86, 63, 'Female', 51.03619991372887, 1.5886840236607627, 0.082989729, 36, 20.221030005803406, 98, 'Low Risk'),
(43633, 75, 19, '41:45.8', 36.93093740703361, 95.85503574010835, 128, 74, 86, 'Male', 62.03766496170408, 1.875595084070512, 0.059015521, 54, 17.635073393624776, 92, 'High Risk'),
(43634, 74, 18, '40:45.8', 37.123508151324266, 96.88751824, 128, 78, 54, 'Female', 77.83169983431556, 1.8593590935574789, 0.063329441, 50, 22.51282374557109, 94.66666666666666, 'Low Risk'),
(43635, 91, 18, '39:45.8', 36.14916158500784, 98.66932321988659, 117, 86, 65, 'Female', 64.20199168, 1.923867595313193, 0.095925573, 31, 17.345952056290038, 96.33333333333333, 'High Risk'),
(43636, 94, 13, '38:45.8', 36.072696190468896, 96.81004231427904, 137, 85, 46, 'Male', 67.02484520508531, 1.7361221669658373, 0.12224002575175308, 52, 22.236951824378316, 102.33333333333333, 'High Risk'),
(43637, 68, 15, '37:45.8', 36.32440414698768, 99.94092667063951, 139, 82, 64, 'Female', 77.24393116278134, 1.735461232913306, 0.068778949, 57, 25.64687969659551, 101, 'Low Risk'),
(43638, 66, 13, '36:45.8', 37.48369362908721, 95.75201811620397, 117, 83, 24, 'Female', 53.66123465151104, 1.7694326746531455, 0.1483191586711874, 34, 17.139280058421875, 94.33333333333333, 'High Risk'),
(43639, 97, 15, '35:45.8', 36.125965866351265, 99.53248686749356, 125, 77, 54, 'Female', 74.77618585835074, 1.8850370939413121, 0.12985207888050368, 48, 21.043768120888945, 93, 'High Risk'),
(43640, 64, 12, '34:45.8', 37.41600259806228, 99.60444998, 130, 75, 27, 'Female', 93.66586141868632, 1.9466432444946058, 0.075238379, 55, 24.717730777551683, 93.33333333333333, 'Low Risk'),
(43641, 80, 18, '33:45.8', 36.28448694817299, 99.15580252798743, 116, 85, 67, 'Female', 84.41340880590447, 1.7374011187452603, 0.087070918, 31, 27.96476954955021, 95.33333333333333, 'Low Risk'),
(43642, 66, 12, '32:45.8', 37.093498124753275, 97.55720890538176, 110, 87, 33, 'Female', 93.84254498575223, 1.8092619900922853, 0.072398408, 23, 28.667964527033085, 94.66666666666667, 'Low Risk'),
(43643, 76, 12, '31:45.8', 36.19523569837094, 95.80607496059591, 132, 76, 37, 'Male', 56.30378384337851, 1.956711815327561, 0.1090590862745221, 56, 14.705637197772084, 94.66666666666666, 'High Risk'),
(43644, 73, 12, '30:45.8', 36.68183508098913, 98.21017910191199, 136, 80, 71, 'Male', 83.99486469409473, 1.8679400566010576, 0.094737881, 56, 24.072814217806854, 98.66666666666666, 'Low Risk'),
(43645, 98, 13, '29:45.8', 36.65268044, 98.86700368269423, 123, 82, 53, 'Female', 63.93885028212065, 1.7049104809963298, 0.067572337, 41, 21.996909169337744, 95.66666666666667, 'High Risk'),
(43646, 68, 15, '28:45.8', 37.26703881592019, 99.12158467, 114, 88, 25, 'Female', 70.12641313192556, 1.9796572570750128, 0.092683209, 26, 17.893760215888694, 96.66666666666667, 'High Risk'),
(43647, 67, 13, '27:45.8', 36.99337133446909, 98.89581745019727, 116, 79, 79, 'Female', 54.72597214473471, 1.909256300906691, 0.095150927, 37, 15.012914802052766, 91.33333333333333, 'High Risk'),
(43648, 83, 16, '26:45.8', 36.41454053002133, 98.62503968417288, 116, 80, 88, 'Male', 62.296877082128994, 1.8175441889569175, 0.10458751885621298, 36, 18.858029872105174, 92, 'Low Risk'),
(43649, 66, 18, '25:45.8', 36.63597228584924, 98.34394207734368, 115, 89, 49, 'Female', 98.40424463118799, 1.959192936230321, 0.1345290607895283, 26, 25.63654050370107, 97.66666666666667, 'Low Risk'),
(43650, 84, 17, '24:45.8', 36.652347452734105, 95.36159541632911, 121, 86, 24, 'Female', 72.09303668586439, 1.5534531211878186, 0.10248522650053042, 35, 29.874250282376206, 97.66666666666667, 'Low Risk'),
(43651, 61, 17, '23:45.8', 36.66354990871964, 96.05312646709976, 130, 76, 38, 'Female', 71.69437010385448, 1.8196087431880905, 0.05550614, 54, 21.653545834831732, 94, 'Low Risk'),
(43652, 98, 17, '22:45.8', 37.440603769090934, 96.99606363, 124, 88, 27, 'Female', 72.65645424832127, 1.5474308145768414, 0.12640052385345912, 36, 30.34252497059492, 100, 'High Risk'),
(43653, 81, 17, '21:45.8', 36.08263895281664, 97.14188937004306, 130, 81, 43, 'Female', 63.12861358096522, 1.8862889380260477, 0.13347414563404555, 49, 17.742295810477746, 97.33333333333333, 'High Risk'),
(43654, 79, 15, '20:45.8', 36.807404310699745, 99.89669110064558, 133, 83, 28, 'Male', 52.53300205251682, 1.5662702722474016, 0.14032474185414573, 50, 21.414049857302064, 99.66666666666666, 'Low Risk'),
(43655, 90, 17, '19:45.8', 36.75355570079756, 95.47306437302964, 133, 86, 26, 'Male', 72.2674921, 1.653553020257352, 0.1041849307584422, 47, 26.43058245538505, 101.66666666666667, 'Low Risk'),
(43656, 93, 17, '18:45.8', 36.119626969689186, 97.58239552872307, 129, 76, 81, 'Male', 63.11025918267117, 1.6394596139877609, 0.072720672, 53, 23.480023003933294, 93.66666666666666, 'High Risk'),
(43657, 82, 17, '17:45.8', 36.033047096358544, 99.37122188525052, 111, 72, 31, 'Male', 80.57753379, 1.7769150712631887, 0.095820924, 39, 25.519997591586964, 85, 'Low Risk'),
(43658, 80, 19, '16:45.8', 36.65044221208924, 96.66756837396221, 135, 84, 56, 'Male', 79.90268442849631, 1.7901626260827432, 0.068419466, 51, 24.93310685682684, 101, 'Low Risk'),
(43659, 82, 13, '15:45.8', 37.43410507753383, 99.64988835282952, 128, 79, 31, 'Male', 72.49900306167474, 1.6501127981676038, 0.1203266183352943, 49, 26.625928980019353, 95.33333333333333, 'Low Risk'),
(43660, 68, 15, '14:45.8', 36.45566895950017, 96.90440794538597, 133, 76, 89, 'Female', 65.26314660568701, 1.7300659177759887, 0.06885551, 57, 21.80432807, 95, 'Low Risk'),
(43661, 91, 14, '13:45.8', 36.80001869423378, 99.24684806, 122, 70, 86, 'Female', 50.39181835394794, 1.7284617665082815, 0.12091577470324838, 52, 16.86710214741547, 87.33333333333333, 'High Risk'),
(43662, 81, 15, '12:45.8', 36.82710031403247, 99.19239078638867, 139, 82, 65, 'Female', 76.87666848508907, 1.8586722912958178, 0.071476341, 57, 22.253017287923274, 101, 'Low Risk'),
(43663, 61, 13, '11:45.8', 36.302234138573425, 99.47877668712707, 125, 83, 60, 'Male', 91.58617930604449, 1.5704953656030818, 0.093573479, 42, 37.1327081, 97, 'High Risk'),
(43664, 71, 17, '10:45.8', 36.93800233714455, 96.31659044798819, 110, 87, 53, 'Male', 83.77671872296968, 1.9084007368207154, 0.097267128, 23, 23.002984947804084, 94.66666666666667, 'Low Risk'),
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(43842, 91, 18, '12:45.8', 37.36903500704793, 97.75281631321555, 122, 74, 78, 'Female', 56.10937654758307, 1.6875257706308031, 0.081593654, 48, 19.703102451303167, 90, 'High Risk'),
(43843, 70, 12, '11:45.8', 36.02578866006494, 98.44326158390028, 138, 77, 74, 'Female', 64.94839967303088, 1.6910337755092018, 0.097741943, 61, 22.712445101892623, 97.33333333333333, 'Low Risk'),
(43844, 66, 15, '10:45.8', 36.57095540018648, 96.50447973443036, 131, 75, 84, 'Female', 95.29621928795669, 1.536519188837259, 0.063212077, 56, 40.36451089949136, 93.66666666666666, 'High Risk'),
(43845, 62, 14, '09:45.8', 37.304974647531786, 96.51297746078022, 136, 88, 69, 'Female', 61.874544512205716, 1.745814953105045, 0.057521842, 48, 20.30091426061264, 104, 'Low Risk'),
(43846, 72, 19, '08:45.8', 36.96957047986151, 99.07396013, 112, 83, 32, 'Male', 78.92405260775803, 1.8293062424227278, 0.071868397, 29, 23.585036061112103, 92.66666666666667, 'Low Risk'),
(43847, 98, 13, '07:45.8', 37.20531991188688, 98.62416127579269, 129, 71, 51, 'Female', 91.17914778335272, 1.8385770690505154, 0.13832045827946282, 58, 26.97316134555349, 90.33333333333333, 'High Risk'),
(43848, 89, 18, '06:45.8', 37.47021391384977, 95.03100364336764, 111, 83, 76, 'Male', 58.26459295814235, 1.5479270122495876, 0.11736374520110553, 28, 24.316650835629456, 92.33333333333333, 'Low Risk'),
(43849, 70, 16, '05:45.8', 36.34891966284166, 95.63990803206542, 136, 75, 63, 'Female', 50.81067783943949, 1.662071452690695, 0.054914001, 61, 18.39312863623032, 95.33333333333333, 'High Risk'),
(43850, 89, 14, '04:45.8', 36.60812362018285, 97.31816462, 132, 88, 71, 'Male', 87.72842750035666, 1.7877853656025522, 0.12191060590823356, 44, 27.447929465357984, 102.66666666666667, 'Low Risk'),
(43851, 61, 19, '03:45.8', 37.25354390864983, 95.59372866, 130, 74, 86, 'Male', 81.64430973369183, 1.719745508170809, 0.077643604, 56, 27.60562308705937, 92.66666666666666, 'Low Risk'),
(43852, 60, 16, '02:45.8', 37.199151920941205, 96.30922766326609, 120, 84, 25, 'Female', 93.70425556, 1.8484098297205218, 0.085967588, 36, 27.426019214832955, 96, 'Low Risk'),
(43853, 96, 19, '01:45.8', 36.28559287232838, 98.44232004424724, 125, 79, 65, 'Male', 69.94675433222723, 1.5890236941777667, 0.079043632, 46, 27.701725469454992, 94.33333333333333, 'High Risk'),
(43854, 64, 18, '00:45.8', 36.44994, 95.66173070140344, 116, 77, 48, 'Male', 71.90895404662241, 1.8158775644211402, 0.13185616760330432, 39, 21.807699092586915, 90, 'Low Risk'),
(43855, 60, 14, '59:45.8', 36.32863635612982, 96.01730045744009, 138, 70, 26, 'Male', 66.05974716, 1.7274281121818795, 0.056563666, 68, 22.137926490662245, 92.66666666666666, 'Low Risk'),
(43856, 80, 13, '58:45.8', 36.630005816370094, 97.80730086624065, 124, 76, 43, 'Female', 90.12523641936079, 1.564238416431923, 0.09531623, 48, 36.833290797931866, 92, 'High Risk'),
(43857, 70, 14, '57:45.8', 37.30653580707594, 99.88494448384373, 111, 76, 68, 'Female', 56.834346487122545, 1.6637301721626694, 0.055258961, 35, 20.532653826394128, 87.66666666666667, 'Low Risk'),
(43858, 70, 12, '56:45.8', 36.13019039243907, 96.63352742839041, 111, 72, 26, 'Female', 91.88179501726401, 1.9931899975544023, 0.1061233291208162, 39, 23.12768016973825, 85, 'Low Risk'),
(43859, 95, 19, '55:45.8', 36.80101941958181, 97.95013125158482, 138, 73, 20, 'Male', 68.58952797693233, 1.627601965230044, 0.11242511113011938, 65, 25.89174988003919, 94.66666666666666, 'High Risk'),
(43860, 86, 15, '54:45.8', 37.05055546049592, 98.74334600294453, 110, 87, 61, 'Female', 60.298804847370334, 1.5171286334755332, 0.142499045, 23, 26.197744010623833, 94.66666666666667, 'Low Risk'),
(43861, 94, 19, '53:45.8', 36.05843700033919, 97.20758013032068, 138, 89, 79, 'Female', 87.37110043304386, 1.7928902188155924, 0.10538872927419413, 49, 27.180685771192223, 105.33333333333333, 'High Risk'),
(43862, 73, 13, '52:45.8', 36.963513529573845, 97.80471967711179, 133, 87, 64, 'Female', 90.96809889802611, 1.8403642118132943, 0.12801219745045173, 46, 26.85848798379989, 102.33333333333333, 'Low Risk'),
(43863, 89, 13, '51:45.8', 36.65621527, 95.39554548547962, 120, 76, 79, 'Female', 86.51823964778285, 1.6351390281052787, 0.11973154470530002, 44, 32.35923942177361, 90.66666666666667, 'High Risk'),
(43864, 94, 14, '50:45.8', 36.269467833794124, 95.54702340406742, 127, 75, 28, 'Female', 78.12919125201941, 1.8814944617865592, 0.13485755619591927, 52, 22.070259529278175, 92.33333333333333, 'High Risk'),
(43865, 71, 17, '49:45.8', 36.04552267355668, 95.96651000007047, 119, 72, 86, 'Male', 64.5096283, 1.6629936872210114, 0.1338095505682927, 47, 23.32616472891092, 87.66666666666667, 'Low Risk'),
(43866, 88, 15, '48:45.8', 36.062329178477015, 97.55955250881168, 119, 80, 21, 'Female', 63.82773733, 1.7204875136848257, 0.14541344201996365, 39, 21.562861773937247, 93, 'Low Risk'),
(43867, 94, 18, '47:45.8', 36.64726308428432, 97.19785855439045, 118, 89, 19, 'Male', 85.98446807948187, 1.6736275677379542, 0.1028126413171078, 29, 30.6974547, 98.66666666666667, 'High Risk'),
(43868, 67, 19, '46:45.8', 36.63372420137504, 99.96578407195008, 113, 77, 42, 'Female', 87.86660222371987, 1.702044539525185, 0.10632473551169727, 36, 30.330669128339796, 89, 'High Risk'),
(43869, 74, 13, '45:45.8', 36.528252833566214, 97.96576068842461, 119, 73, 37, 'Male', 67.97714673609654, 1.5018282041200204, 0.12791855023257326, 46, 30.13855453971089, 88.33333333333333, 'High Risk'),
(43870, 96, 15, '44:45.8', 36.07799232594755, 97.07249331864398, 132, 79, 20, 'Female', 82.11414742556136, 1.891301688, 0.077074947, 53, 22.956008003732215, 96.66666666666666, 'High Risk'),
(43871, 65, 17, '43:45.8', 36.48691103, 98.21190018, 111, 77, 18, 'Female', 53.12343798136955, 1.8700887967940902, 0.1319392740384097, 34, 15.190137898324487, 88.33333333333333, 'High Risk'),
(43872, 90, 18, '42:45.8', 36.42290246411539, 98.52806893157843, 126, 72, 41, 'Female', 85.20211377232152, 1.7520178653852685, 0.071990647, 54, 27.757050052231513, 90, 'Low Risk'),
(43873, 82, 19, '41:45.8', 36.505145887091956, 99.21425687337371, 124, 89, 77, 'Female', 51.25972780626979, 1.9040754915563969, 0.091879992, 35, 14.138650844977205, 100.66666666666667, 'High Risk'),
(43874, 71, 14, '40:45.8', 37.471313966984866, 98.71484005854306, 136, 87, 49, 'Male', 56.45124154258984, 1.924107378824481, 0.058367229, 49, 15.248070374843632, 103.33333333333333, 'High Risk'),
(43875, 93, 18, '39:45.8', 37.35578704555623, 99.21260032030607, 132, 75, 19, 'Female', 66.48868791743382, 1.6137105357657986, 0.13033522895538974, 57, 25.53268538, 94, 'High Risk'),
(43876, 91, 19, '38:45.8', 37.03609207175721, 97.44705103920764, 126, 78, 40, 'Male', 81.5560868, 1.602115017124146, 0.1328148256269723, 48, 31.77378825188008, 94, 'High Risk'),
(43877, 93, 14, '37:45.8', 37.14462009758062, 96.24046278882712, 115, 78, 75, 'Male', 69.19812845501949, 1.532858727093691, 0.12313273283455334, 37, 29.45032467336309, 90.33333333333333, 'High Risk'),
(43878, 91, 15, '36:45.8', 36.19069871, 98.98795966268545, 113, 78, 25, 'Male', 98.67580264773135, 1.9316834450052562, 0.082552873, 35, 26.444706546873356, 89.66666666666667, 'High Risk'),
(43879, 75, 18, '35:45.8', 37.36193314025118, 98.49582280038233, 116, 89, 27, 'Female', 79.46409395216368, 1.561886537432103, 0.10151497870923243, 27, 32.57406606347414, 98, 'High Risk'),
(43880, 68, 17, '34:45.8', 36.129471241611775, 96.62167593900377, 131, 72, 31, 'Male', 88.28722854364838, 1.808539975249376, 0.12932388674341655, 59, 26.992409788265235, 91.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(43881, 78, 16, '33:45.8', 36.82704363667007, 96.21232201602646, 110, 77, 64, 'Male', 50.93863829022951, 1.736556811, 0.071276779, 33, 16.89154364410446, 88, 'High Risk'),
(43882, 92, 12, '32:45.8', 37.06116817958866, 97.42553792143259, 116, 72, 20, 'Female', 62.43491912300303, 1.8899919273143788, 0.08939079, 44, 17.478640709455046, 86.66666666666667, 'High Risk'),
(43883, 70, 17, '31:45.8', 36.86034555835801, 95.91213005543591, 121, 71, 42, 'Female', 83.08860049129169, 1.6377059560097633, 0.059815171, 50, 30.979156385747906, 87.66666666666666, 'High Risk'),
(43884, 81, 17, '30:45.8', 36.21408511, 96.05546599341537, 113, 81, 47, 'Male', 61.95327285459897, 1.7525733808502704, 0.055283878, 32, 20.170275584631916, 91.66666666666667, 'Low Risk'),
(43885, 96, 13, '29:45.8', 36.536012462447026, 97.59161925780961, 124, 78, 65, 'Male', 63.72736799579452, 1.7265922977004549, 0.086829499, 46, 21.37698161124294, 93.33333333333333, 'High Risk'),
(43886, 75, 12, '28:45.8', 36.70571448275334, 96.03058828623165, 135, 79, 51, 'Female', 52.87263196626807, 1.9216681251210213, 0.063866613, 56, 14.317729619589734, 97.66666666666666, 'High Risk'),
(43887, 97, 13, '27:45.8', 36.76244707794702, 97.43643624220785, 114, 76, 30, 'Male', 69.72895585635817, 1.579243061358196, 0.069336345, 38, 27.95858624808035, 88.66666666666667, 'High Risk'),
(43888, 94, 15, '26:45.8', 37.20864808585892, 96.07237568653173, 139, 70, 78, 'Female', 78.15834975, 1.9166468165044501, 0.073139735, 69, 21.276059527935995, 93, 'High Risk'),
(43889, 70, 15, '25:45.8', 37.28351143282986, 99.72550798, 113, 82, 80, 'Male', 87.92718971652724, 1.8499093634749033, 0.082651781, 31, 25.693442201150038, 92.33333333333333, 'Low Risk'),
(43890, 92, 12, '24:45.8', 37.32079582, 98.85799784638095, 121, 84, 53, 'Male', 63.950494660313964, 1.6569784034037056, 0.094513448, 37, 23.292183996260565, 96.33333333333333, 'High Risk'),
(43891, 65, 16, '23:45.8', 37.34138739315404, 97.65497126, 113, 88, 59, 'Male', 54.68066982630492, 1.7979209683365287, 0.082707043, 25, 16.91580348076448, 96.33333333333333, 'High Risk'),
(43892, 67, 14, '22:45.8', 36.942718500142604, 97.88804716908577, 128, 81, 40, 'Male', 76.13050896, 1.8400913021348555, 0.10700814710380807, 47, 22.484331941665637, 96.66666666666667, 'Low Risk'),
(43893, 61, 18, '21:45.8', 36.652727551903766, 95.71871897, 110, 72, 41, 'Male', 67.66128940475981, 1.8580660780127745, 0.11867927460621952, 38, 19.598280105449685, 84.66666666666667, 'Low Risk'),
(43894, 89, 16, '20:45.8', 36.26639042389981, 97.24693732764973, 115, 85, 76, 'Male', 78.14961618568726, 1.5116731605082965, 0.070745803, 30, 34.19881396880774, 95, 'High Risk'),
(43895, 78, 15, '19:45.8', 37.48563520786929, 99.01812643929048, 112, 81, 60, 'Female', 89.87359578, 1.8148265380198287, 0.081785994, 31, 27.28738228933147, 91.33333333333333, 'Low Risk'),
(43896, 80, 19, '18:45.8', 36.97768540708632, 95.24399238336947, 113, 75, 71, 'Male', 52.820415105429596, 1.8823573914656362, 0.13087524288795702, 38, 14.907253697006178, 87.66666666666667, 'High Risk'),
(43897, 78, 13, '17:45.8', 36.632695944102664, 96.50456045295542, 130, 89, 34, 'Female', 77.24269067351844, 1.7458157861891417, 0.080535393, 41, 25.343148081770938, 102.66666666666667, 'Low Risk'),
(43898, 96, 16, '16:45.8', 36.68204110478331, 96.31777005356118, 114, 75, 81, 'Male', 79.37231651024584, 1.736295906026038, 0.053870791, 39, 26.328224533249173, 88, 'High Risk'),
(43899, 87, 18, '15:45.8', 36.40178106, 98.16273495046094, 122, 75, 35, 'Male', 84.60561290513368, 1.5151148227033133, 0.13518279582223233, 47, 36.855990044048944, 90.66666666666667, 'High Risk'),
(43900, 73, 17, '14:45.8', 36.13798688392701, 96.87082994608859, 127, 78, 18, 'Female', 95.59380503264501, 1.6449695312830173, 0.1360925213839202, 49, 35.32759169301163, 94.33333333333333, 'High Risk'),
(43901, 68, 18, '13:45.8', 37.38528238100721, 96.40607376, 112, 83, 61, 'Male', 66.62035381974201, 1.9189585205943505, 0.075034118, 29, 18.09154931210597, 92.66666666666667, 'High Risk'),
(43902, 66, 16, '12:45.8', 36.24461706091989, 96.86859776880506, 130, 89, 81, 'Male', 84.97102466428852, 1.9647165536860887, 0.12234989510249018, 41, 22.012585043112416, 102.66666666666667, 'Low Risk'),
(43903, 83, 15, '11:45.8', 36.11775653290134, 98.0286494, 139, 72, 54, 'Female', 83.98367029617002, 1.9194044740478633, 0.071102792, 67, 22.796167788646894, 94.33333333333333, 'Low Risk'),
(43904, 73, 13, '10:45.8', 36.08675157574318, 97.35434288311205, 133, 77, 33, 'Female', 68.46690302860756, 1.7625230176736313, 0.076475275, 56, 22.039974569621005, 95.66666666666666, 'Low Risk'),
(43905, 90, 15, '09:45.8', 37.33647257337656, 97.93265656352867, 132, 73, 50, 'Male', 71.86676698696436, 1.6952980451729114, 0.11452014980874783, 59, 25.005525484287563, 92.66666666666666, 'Low Risk'),
(43906, 82, 16, '08:45.8', 36.372427177598084, 97.08419436103163, 128, 78, 24, 'Male', 85.95695891710511, 1.6661528948080455, 0.13228263565600706, 50, 30.96359213454361, 94.66666666666666, 'High Risk'),
(43907, 82, 13, '07:45.8', 36.580513212900236, 99.48275517340159, 133, 77, 84, 'Male', 70.38761178674918, 1.5483395748455506, 0.14377841756971688, 56, 29.36052395098481, 95.66666666666666, 'Low Risk'),
(43908, 78, 13, '06:45.8', 36.47438094, 95.43981187206792, 120, 76, 30, 'Female', 88.90366798746214, 1.6062609652255357, 0.070744926, 44, 34.457793865441026, 90.66666666666667, 'High Risk'),
(43909, 69, 17, '05:45.8', 36.448113729018694, 97.37652282822641, 111, 74, 71, 'Male', 89.88267953805004, 1.7628601223672051, 0.14920578830236564, 37, 28.922797937596567, 86.33333333333333, 'Low Risk'),
(43910, 76, 15, '04:45.8', 37.20399323835932, 96.31222141084656, 110, 72, 19, 'Female', 99.28100757874867, 1.9571079634517021, 0.088285562, 38, 25.92009613141826, 84.66666666666667, 'Low Risk'),
(43911, 67, 12, '03:45.8', 36.63254490854325, 95.48023634230567, 117, 76, 23, 'Female', 90.13155922897552, 1.5409883797150368, 0.11268944786390998, 41, 37.95580061582999, 89.66666666666667, 'High Risk'),
(43912, 84, 17, '02:45.8', 37.41909445427601, 99.32535196127752, 111, 87, 77, 'Female', 64.42149166534729, 1.9340322551559683, 0.052787632042738945, 24, 17.222783842560712, 95, 'High Risk'),
(43913, 61, 15, '01:45.8', 37.125059866344515, 96.15436514352132, 128, 81, 65, 'Male', 83.09587781954724, 1.7161071685899785, 0.13213192944830698, 47, 28.21568960566753, 96.66666666666667, 'Low Risk'),
(43914, 64, 18, '00:45.8', 36.61596292485738, 95.22201278780983, 132, 89, 74, 'Female', 59.08557726740177, 1.6004846833149962, 0.052193231, 43, 23.066326673805406, 103.33333333333333, 'Low Risk'),
(43915, 81, 15, '59:45.8', 36.73118818950978, 96.34011685448465, 121, 76, 40, 'Male', 59.71009299454126, 1.527366394638296, 0.062921738, 45, 25.595362555202563, 91, 'Low Risk'),
(43916, 67, 19, '58:45.8', 36.970903688197865, 97.69533244135805, 126, 88, 75, 'Male', 58.259595068160145, 1.9456742687164357, 0.10124029539255253, 38, 15.389594998993232, 100.66666666666667, 'High Risk'),
(43917, 64, 16, '57:45.8', 36.268791697500916, 99.78558456814841, 114, 74, 54, 'Female', 95.08182626604597, 1.899201922656455, 0.1466814730407973, 40, 26.360596425590877, 87.33333333333333, 'Low Risk'),
(43918, 97, 12, '56:45.8', 36.36601038504428, 99.08105549525979, 133, 77, 70, 'Male', 90.1288496, 1.750788141180443, 0.092508074, 56, 29.40333792829088, 95.66666666666666, 'High Risk'),
(43919, 68, 12, '55:45.8', 37.143143245052656, 99.47960151934156, 112, 75, 83, 'Male', 74.25285987749535, 1.7703367039739208, 0.12543356845134956, 37, 23.691984409199485, 87.33333333333333, 'Low Risk'),
(43920, 75, 16, '54:45.8', 36.52893528268744, 97.64463162907455, 136, 88, 40, 'Female', 74.43727989626976, 1.6389395944071374, 0.13325202898920885, 48, 27.711791328744688, 104, 'Low Risk'),
(43921, 86, 18, '53:45.8', 36.84084938, 99.21461192202712, 136, 77, 58, 'Male', 90.07774638816203, 1.7526725944385935, 0.11985772510559264, 59, 29.323507749972023, 96.66666666666666, 'Low Risk'),
(43922, 69, 16, '52:45.8', 36.588012260692956, 96.17355260212581, 118, 71, 25, 'Female', 93.15837381712356, 1.7700348484874275, 0.13963689282864722, 47, 29.734337401371096, 86.66666666666667, 'Low Risk'),
(43923, 61, 18, '51:45.8', 36.309266321952755, 96.22020913221947, 113, 85, 58, 'Male', 58.30043488411058, 1.6792127707433857, 0.11335036344443825, 28, 20.675705491370643, 94.33333333333333, 'Low Risk'),
(43924, 91, 18, '50:45.8', 36.98461103998339, 95.16954373, 125, 71, 56, 'Male', 72.43949180191296, 1.7820412324549095, 0.074809549, 54, 22.810767503102124, 89, 'High Risk'),
(43925, 62, 13, '49:45.8', 37.07216950836072, 98.38242859285033, 138, 73, 34, 'Male', 69.27189185666323, 1.6790585819909811, 0.061383815913418266, 65, 24.57114252, 94.66666666666666, 'Low Risk'),
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(44103, 84, 12, '51:45.8', 37.29197148818549, 99.31876567157082, 131, 83, 42, 'Female', 90.99562887815833, 1.5345011866443266, 0.069342809, 48, 38.64435593711166, 99, 'High Risk'),
(44104, 91, 13, '50:45.8', 36.13166454948649, 96.24471252968544, 130, 82, 41, 'Male', 85.32046928199392, 1.6620534078537799, 0.094622065, 48, 30.886115076270872, 98, 'High Risk'),
(44105, 81, 18, '49:45.8', 36.09660388077455, 95.85635295705978, 119, 87, 70, 'Male', 70.48960948084988, 1.5672157928748498, 0.099903143, 32, 28.69904899790996, 97.66666666666667, 'Low Risk'),
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(44109, 62, 12, '45:45.8', 36.43747500255897, 95.31842405183673, 118, 88, 78, 'Female', 64.25025401335849, 1.5991720327104177, 0.089963041, 30, 25.123750801020844, 98, 'Low Risk'),
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(44128, 91, 19, '26:45.8', 36.46146388384048, 99.11895996578076, 131, 73, 48, 'Male', 97.64330586780224, 1.6280644195478897, 0.064026384, 58, 36.838276598653515, 92.33333333333333, 'High Risk'),
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(44130, 89, 13, '24:45.8', 36.24925533627578, 95.11161725128386, 130, 70, 71, 'Female', 95.51591634367234, 1.5321314666724677, 0.11215005675301963, 60, 40.68962451798757, 90, 'High Risk'),
(44131, 70, 15, '23:45.8', 36.754307279924596, 99.33629909015032, 126, 70, 40, 'Male', 56.96476816202098, 1.7111809948260714, 0.1333944319413502, 56, 19.454247555661706, 88.66666666666666, 'Low Risk'),
(44132, 95, 12, '22:45.8', 36.79834967662764, 99.97689578848453, 126, 78, 76, 'Female', 74.89006126892788, 1.5272513875056482, 0.059713995763231754, 48, 32.10725144336566, 94, 'High Risk'),
(44133, 65, 18, '21:45.8', 36.69882624341842, 96.26459412342986, 126, 83, 73, 'Female', 91.19217154250734, 1.6966409427254878, 0.12216943976346771, 43, 31.679452810600747, 97.33333333333333, 'High Risk'),
(44134, 67, 17, '20:45.8', 36.20239147927338, 98.80408263637347, 134, 73, 51, 'Male', 64.01522521225517, 1.9548401859025761, 0.13672832954365988, 61, 16.751772297837555, 93.33333333333333, 'High Risk'),
(44135, 82, 14, '19:45.8', 36.991555516728226, 99.41552616617199, 124, 89, 84, 'Male', 76.68442241047062, 1.6823466712097996, 0.082288334, 35, 27.09418952920038, 100.66666666666667, 'Low Risk'),
(44136, 62, 19, '18:45.8', 36.88786566933795, 99.21225375733113, 121, 89, 60, 'Male', 56.37797703284059, 1.7962140197870604, 0.062956248, 32, 17.47403996807028, 99.66666666666667, 'High Risk'),
(44137, 93, 15, '17:45.8', 36.82855440274372, 98.65872909, 126, 86, 68, 'Female', 56.735010236785556, 1.791383843386627, 0.086727372, 40, 17.67965685932636, 99.33333333333333, 'High Risk'),
(44138, 73, 14, '16:45.8', 36.241225737610534, 99.56829903312584, 128, 82, 56, 'Male', 91.55700685090952, 1.5299429953619699, 0.14413693720214077, 46, 39.11479759149581, 97.33333333333333, 'High Risk'),
(44139, 88, 13, '15:45.8', 37.04290733923015, 97.39571192489474, 138, 81, 39, 'Female', 52.367439243896605, 1.9259404421854835, 0.13291693297470988, 57, 14.118079781918853, 100, 'High Risk'),
(44140, 97, 16, '14:45.8', 37.336639463849146, 98.96891162379868, 139, 79, 37, 'Female', 95.55671370228853, 1.5278333145521636, 0.050914078, 60, 40.936362922071446, 99, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(44145, 98, 19, '09:45.8', 37.19278830623618, 95.09484088731253, 138, 81, 55, 'Female', 69.26689932015684, 1.5383906127755536, 0.13175740266731262, 57, 29.267963506066884, 100, 'High Risk'),
(44146, 89, 13, '08:45.8', 36.24442441869947, 97.15699217, 123, 83, 80, 'Female', 88.46978236308082, 1.7799268175773846, 0.074758254, 40, 27.924838232407186, 96.33333333333333, 'Low Risk'),
(44147, 65, 18, '07:45.8', 37.293527470213085, 96.09917214055825, 111, 82, 37, 'Male', 74.26578629806309, 1.5003049248604976, 0.063899147, 29, 32.99360068, 91.66666666666667, 'High Risk'),
(44148, 70, 13, '06:45.8', 36.01770658755519, 98.84440067, 116, 78, 45, 'Male', 99.80469193, 1.689445856755317, 0.091129285, 38, 34.967324371673996, 90.66666666666667, 'High Risk'),
(44149, 74, 12, '05:45.8', 36.50229947505068, 97.28999561174983, 111, 87, 88, 'Female', 67.34585675350326, 1.8879039234486665, 0.12337456002517534, 24, 18.895183077884052, 95, 'Low Risk'),
(44150, 96, 12, '04:45.8', 37.13526848519345, 95.26185552703231, 123, 89, 62, 'Male', 62.446918211219455, 1.9379530554017865, 0.082594909, 34, 16.627406157413848, 100.33333333333333, 'High Risk'),
(44151, 68, 16, '03:45.8', 36.075882384672674, 96.77090538970393, 116, 77, 37, 'Female', 96.25235478740638, 1.592109280104444, 0.072974997, 39, 37.972187410383846, 90, 'High Risk'),
(44152, 81, 13, '02:45.8', 36.42160568719018, 97.14259420029778, 123, 82, 84, 'Female', 63.872120034325405, 1.6670965412290222, 0.098582366, 41, 22.98210637596416, 95.66666666666667, 'Low Risk'),
(44153, 71, 16, '01:45.8', 36.29157227641999, 97.24596212007539, 113, 74, 76, 'Male', 84.88274900465396, 1.9815011157690785, 0.1363857626940965, 39, 21.61876066992008, 87, 'Low Risk'),
(44154, 89, 15, '00:45.8', 36.90013414615465, 99.08287254171361, 135, 71, 47, 'Female', 86.23145471616397, 1.5848851114393274, 0.1303206857909188, 64, 34.32971052815768, 92.33333333333333, 'High Risk'),
(44155, 84, 16, '59:45.8', 36.595589901724615, 98.50158873069194, 123, 84, 26, 'Female', 89.24729762614336, 1.9761114856890982, 0.050441279, 39, 22.854524494887443, 97, 'Low Risk'),
(44156, 88, 15, '58:45.8', 36.20510971861808, 96.06524829175807, 112, 83, 42, 'Male', 85.31567271455556, 1.803282975954643, 0.11417657387921451, 29, 26.236207322994908, 92.66666666666667, 'Low Risk'),
(44157, 99, 13, '57:45.8', 36.85841420595738, 95.11328360543487, 127, 83, 33, 'Female', 93.56219878000957, 1.790783908971934, 0.063465818, 44, 29.175214163724043, 97.66666666666667, 'High Risk'),
(44158, 91, 17, '56:45.8', 36.064291134342795, 95.24109260765992, 112, 72, 75, 'Female', 98.92058306024695, 1.8376151567480934, 0.081689685, 40, 29.293923221689962, 85.33333333333333, 'High Risk'),
(44159, 68, 18, '55:45.8', 36.199589903425974, 97.71045913, 115, 85, 20, 'Female', 91.84680613015753, 1.5251512479622225, 0.11485417274768159, 30, 39.48555347182526, 95, 'High Risk'),
(44160, 84, 18, '54:45.8', 36.77603360375646, 95.40018616969343, 137, 77, 25, 'Male', 94.70904259264304, 1.8970828149095116, 0.13085903855372305, 60, 26.31593872808957, 97, 'Low Risk'),
(44161, 76, 17, '53:45.8', 36.23505127751297, 96.86606137910465, 120, 87, 32, 'Female', 72.87862616, 1.9900553503832052, 0.06886376, 33, 18.402205045358652, 98, 'High Risk'),
(44162, 71, 12, '52:45.8', 36.99728984986001, 99.17159802, 138, 84, 34, 'Female', 63.23094765127097, 1.8127016807194414, 0.11108494252218967, 54, 19.243187691993842, 102, 'Low Risk'),
(44163, 85, 19, '51:45.8', 36.099133585104234, 96.35100037642968, 133, 88, 25, 'Female', 95.37336923898746, 1.869265425699048, 0.12694642315252458, 45, 27.295130726767784, 103, 'Low Risk'),
(44164, 91, 17, '50:45.8', 37.45634936, 97.49629476178718, 137, 89, 34, 'Male', 58.95030673, 1.780846318315493, 0.13153222005358964, 48, 18.58802224670114, 105, 'High Risk'),
(44165, 76, 19, '49:45.8', 36.41649767374661, 97.99637604206494, 138, 70, 43, 'Female', 79.79688622958578, 1.8217328818870295, 0.051609756, 68, 24.044544286170456, 92.66666666666666, 'Low Risk'),
(44166, 75, 19, '48:45.8', 36.27682314240538, 98.84404403819211, 129, 87, 70, 'Male', 57.45228819228919, 1.9661798633218646, 0.14137512297338023, 42, 14.861438287809802, 101, 'High Risk'),
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(44170, 81, 15, '44:45.8', 36.87901308459277, 96.33628935162332, 117, 70, 32, 'Female', 76.06569435059538, 1.7738347746847958, 0.14365085821508072, 47, 24.17477856119937, 85.66666666666667, 'Low Risk'),
(44171, 68, 18, '43:45.8', 36.58217694223705, 99.23699452325663, 118, 73, 26, 'Female', 78.28028702503138, 1.6686563676149886, 0.149482344, 45, 28.113737744319085, 88, 'Low Risk'),
(44172, 91, 12, '42:45.8', 36.91266436181087, 99.57200634394493, 132, 88, 81, 'Male', 86.67907803251215, 1.6096355891577447, 0.064062474, 44, 33.45485498789836, 102.66666666666667, 'High Risk'),
(44173, 86, 17, '41:45.8', 36.18244644204447, 95.33981195358112, 130, 71, 20, 'Male', 68.99132675, 1.8257457399539918, 0.12074121359305261, 59, 20.69731002, 90.66666666666666, 'Low Risk'),
(44174, 81, 18, '40:45.8', 37.443346405516465, 98.12120473184326, 117, 72, 55, 'Male', 59.35500673198197, 1.7633181315651707, 0.084701404, 45, 19.089564121822768, 87, 'Low Risk'),
(44175, 77, 19, '39:45.8', 36.575740961665645, 95.06243148389918, 122, 72, 62, 'Male', 60.35230587424018, 1.6712910376584895, 0.089944954, 50, 21.606762551241978, 88.66666666666666, 'Low Risk'),
(44176, 62, 14, '38:45.8', 36.33955191352023, 96.33958002321259, 120, 73, 83, 'Female', 66.03837155061001, 1.5406647997137348, 0.050214647, 47, 27.821467569299287, 88.66666666666667, 'Low Risk'),
(44177, 72, 18, '37:45.8', 36.190082839351945, 96.86293108025761, 139, 82, 72, 'Female', 98.47284027125622, 1.8960496624599397, 0.12887274031230295, 57, 27.391577710922316, 101, 'Low Risk'),
(44178, 81, 19, '36:45.8', 36.86534888541139, 96.12576163508601, 139, 75, 69, 'Male', 86.57084027644756, 1.9732097047893624, 0.087286301, 64, 22.234386327164028, 96.33333333333333, 'Low Risk'),
(44179, 98, 13, '35:45.8', 36.53796516343789, 98.25031382143392, 117, 86, 61, 'Male', 69.49441696818879, 1.5928886738575212, 0.093198629, 31, 27.389182335043383, 96.33333333333333, 'High Risk'),
(44180, 86, 19, '34:45.8', 36.23111392, 95.54607529774373, 127, 86, 84, 'Male', 62.94581735734943, 1.5960385912560968, 0.10009835379834506, 41, 24.71041851570964, 99.66666666666667, 'Low Risk'),
(44181, 88, 16, '33:45.8', 37.32688888082834, 96.03548228582943, 119, 84, 57, 'Male', 75.33614226759067, 1.9417944995813592, 0.082458315, 35, 19.980062593542172, 95.66666666666667, 'Low Risk'),
(44182, 61, 18, '32:45.8', 36.71730276408201, 96.65046251173696, 116, 80, 47, 'Male', 78.16426841, 1.750698542851647, 0.095676533, 36, 25.50266269520891, 92, 'Low Risk'),
(44183, 66, 16, '31:45.8', 36.08170433148302, 97.46267923, 118, 89, 79, 'Male', 79.51369491, 1.7516922697022381, 0.087349813, 29, 25.913513930455412, 98.66666666666667, 'Low Risk'),
(44184, 97, 14, '30:45.8', 37.23695698604929, 96.46511497982925, 131, 79, 43, 'Male', 99.83723315088993, 1.787882110368384, 0.12531665787085708, 52, 31.233077510609107, 96.33333333333333, 'High Risk'),
(44185, 64, 12, '29:45.8', 36.30207166962116, 96.48841306353023, 138, 74, 50, 'Female', 64.6545588, 1.761063029563484, 0.058067128, 64, 20.847277752588568, 95.33333333333333, 'Low Risk'),
(44186, 79, 17, '28:45.8', 36.19875049, 98.70195711273223, 124, 72, 29, 'Female', 87.47338977139708, 1.9148770573989164, 0.1409417307195675, 52, 23.855809883464296, 89.33333333333333, 'Low Risk'),
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(44363, 82, 16, '31:45.8', 37.047149327622854, 96.80819437623042, 124, 88, 81, 'Male', 73.00845552752213, 1.5410306722648222, 0.13754182466908954, 36, 30.74330795364329, 100, 'High Risk'),
(44364, 73, 19, '30:45.8', 36.243496288056754, 97.71119977853749, 124, 86, 31, 'Male', 58.41557294555728, 1.6763164162146698, 0.056159678, 38, 20.788188417128815, 98.66666666666667, 'Low Risk'),
(44365, 62, 18, '29:45.8', 36.71028148806783, 95.29523198652208, 124, 83, 59, 'Male', 95.11309633133928, 1.7339753785266634, 0.11502421546498912, 41, 31.634025991888244, 96.66666666666667, 'High Risk'),
(44366, 84, 14, '28:45.8', 37.46277852068845, 95.99095667, 116, 78, 24, 'Female', 60.67165585221377, 1.9843155053575494, 0.10716654240002492, 38, 15.408643098640725, 90.66666666666667, 'High Risk'),
(44367, 99, 16, '27:45.8', 36.49374163940738, 98.98340479464785, 115, 76, 67, 'Male', 77.02870478809555, 1.6048472592725416, 0.12078124683209394, 39, 29.907849435154752, 89, 'High Risk'),
(44368, 62, 16, '26:45.8', 37.27432808934509, 95.85736808482818, 131, 83, 40, 'Male', 83.03673932640699, 1.7333020928628846, 0.1024522159207225, 48, 27.638964255449977, 99, 'Low Risk'),
(44369, 66, 12, '25:45.8', 36.18053830431751, 99.11134687081599, 127, 83, 63, 'Male', 65.88512705994152, 1.5652628043698882, 0.076675174, 44, 26.891365622012636, 97.66666666666667, 'Low Risk'),
(44370, 97, 19, '24:45.8', 37.30772132, 98.50016795163894, 116, 78, 37, 'Female', 67.48958758, 1.7898322073995991, 0.096545396, 38, 21.067457994541282, 90.66666666666667, 'High Risk'),
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(44372, 73, 15, '22:45.8', 37.27162787404215, 99.01036831437574, 116, 79, 19, 'Female', 85.4359763, 1.9703211636378648, 0.129623848, 37, 22.007298907399218, 91.33333333333333, 'Low Risk'),
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(44375, 81, 13, '19:45.8', 36.60434384552122, 98.72963370111249, 130, 70, 46, 'Male', 75.89498123627648, 1.9895689213618053, 0.079325782, 60, 19.17322113942909, 90, 'Low Risk'),
(44376, 60, 15, '18:45.8', 36.20200736, 95.38024162790798, 120, 80, 20, 'Female', 98.23574573525917, 1.8633728545383001, 0.090798592, 40, 28.29241485, 93.33333333333333, 'Low Risk'),
(44377, 73, 18, '17:45.8', 37.396086187954594, 99.30484563, 124, 81, 26, 'Female', 76.32688769404035, 1.9586705064332446, 0.077338742, 43, 19.895496718158533, 95.33333333333333, 'Low Risk'),
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(44380, 81, 18, '14:45.8', 36.45755621, 99.68832625888598, 129, 73, 54, 'Female', 88.88034118302929, 1.6899574684331342, 0.056830914, 56, 31.121044426055224, 91.66666666666666, 'High Risk'),
(44381, 84, 18, '13:45.8', 36.77804803, 99.08847501, 119, 84, 51, 'Female', 78.38163643460439, 1.6000998552328487, 0.064589219, 35, 30.614005402230035, 95.66666666666667, 'High Risk'),
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(44388, 73, 16, '06:45.8', 36.48612512661754, 98.97719697946542, 138, 71, 43, 'Male', 63.49719345714014, 1.7667457059165335, 0.08041916, 67, 20.342599142129167, 93.33333333333333, 'Low Risk'),
(44389, 96, 14, '05:45.8', 36.952424332968135, 98.06278978070928, 122, 81, 79, 'Female', 56.950174329076305, 1.7701864456284189, 0.060718891638528776, 41, 18.174272513947663, 94.66666666666667, 'High Risk'),
(44390, 99, 16, '04:45.8', 36.17279833, 96.89233492, 131, 71, 36, 'Female', 86.96022760556832, 1.615262435779591, 0.10677154473875597, 60, 33.32993610756989, 91, 'High Risk'),
(44391, 80, 19, '03:45.8', 36.358598167658414, 96.33167080998606, 124, 77, 25, 'Male', 59.09585589096171, 1.566924736026533, 0.088718396, 47, 24.069150022894224, 92.66666666666667, 'Low Risk'),
(44392, 73, 14, '02:45.8', 36.30495592234816, 99.63059187609598, 134, 75, 22, 'Female', 67.77380203819615, 1.832452498792486, 0.10788781315170597, 59, 20.183496264061553, 94.66666666666666, 'Low Risk'),
(44393, 94, 13, '01:45.8', 36.925813556218934, 95.16852514707043, 114, 79, 45, 'Female', 97.79237659440736, 1.8097274011618163, 0.13613860535266153, 35, 29.859234974929546, 90.66666666666667, 'High Risk'),
(44394, 86, 18, '00:45.8', 37.05509140057259, 98.49319379, 120, 72, 39, 'Male', 88.38849379, 1.7027652167628409, 0.091231793, 48, 30.484999565226634, 88, 'High Risk'),
(44395, 71, 14, '59:45.8', 36.23639641001455, 97.51918792759751, 133, 86, 21, 'Male', 89.09760050929091, 1.9347901062234223, 0.071506915, 47, 23.80116923706901, 101.66666666666667, 'Low Risk'),
(44396, 71, 15, '58:45.8', 37.17439940385034, 95.39353360475376, 110, 72, 42, 'Female', 80.46389654303076, 1.6385823988745225, 0.14546623012384202, 38, 29.968464320685445, 84.66666666666667, 'Low Risk'),
(44397, 82, 16, '57:45.8', 37.48561156732945, 95.50219804376916, 122, 85, 59, 'Male', 58.23371153763175, 1.601449912933513, 0.080386737, 37, 22.706372094914848, 97.33333333333333, 'Low Risk'),
(44398, 70, 12, '56:45.8', 36.98858247938224, 97.93593378824811, 120, 82, 73, 'Female', 68.91284429112096, 1.786723167710349, 0.14155162667354587, 38, 21.58666927, 94.66666666666667, 'Low Risk'),
(44399, 61, 13, '55:45.8', 36.00454039503155, 95.60160483, 133, 77, 57, 'Female', 53.527857075040416, 1.6091178818676495, 0.12032326580574568, 56, 20.673030008319696, 95.66666666666666, 'Low Risk'),
(44400, 63, 19, '54:45.8', 37.30137566719951, 97.06468187325157, 133, 82, 41, 'Female', 85.00417756163816, 1.848954696183395, 0.14273339134091662, 51, 24.864957985090765, 99, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(44403, 88, 13, '51:45.8', 37.13191415672296, 97.22006252539956, 118, 71, 47, 'Male', 81.43179869, 1.9114225107206997, 0.091340854, 47, 22.288489389223706, 86.66666666666667, 'Low Risk'),
(44404, 69, 15, '50:45.8', 36.39816302143836, 98.4381024, 128, 80, 86, 'Female', 69.10138548, 1.5226024556983127, 0.058328682476911045, 48, 29.806686737568374, 96, 'Low Risk'),
(44405, 63, 12, '49:45.8', 36.56429926581348, 96.74958599902588, 127, 81, 32, 'Male', 59.376327377359466, 1.514266076346473, 0.059979829, 46, 25.894584414529728, 96.33333333333333, 'Low Risk'),
(44406, 72, 12, '48:45.8', 37.08205183, 97.38955439848563, 131, 78, 44, 'Female', 68.48296038312473, 1.537128183696442, 0.14711650709102064, 53, 28.984269198246498, 95.66666666666666, 'Low Risk'),
(44407, 92, 13, '47:45.8', 37.45458301446937, 98.21985492515168, 132, 80, 70, 'Male', 97.67525247299506, 1.9012077148411888, 0.068580883, 52, 27.022492601188308, 97.33333333333333, 'High Risk'),
(44408, 64, 17, '46:45.8', 36.212907154381256, 97.46800966322405, 116, 81, 34, 'Male', 92.11296541694358, 1.6279731369864423, 0.14505581503521064, 35, 34.75572043, 92.66666666666667, 'High Risk'),
(44409, 93, 16, '45:45.8', 36.119583114544255, 96.42015518490344, 137, 79, 24, 'Female', 91.15937177510327, 1.9053417848527896, 0.14776329753513878, 58, 25.11051037892989, 98.33333333333333, 'High Risk'),
(44410, 61, 18, '44:45.8', 37.33352563741851, 96.23896766703965, 118, 83, 56, 'Female', 62.69800924345766, 1.6834419598839632, 0.067353646, 35, 22.12368447, 94.66666666666667, 'Low Risk'),
(44411, 71, 16, '43:45.8', 36.755769730840754, 97.98953736134868, 139, 74, 22, 'Male', 68.83688767566422, 1.9025636789278102, 0.052775978, 65, 19.01703576, 95.66666666666666, 'Low Risk'),
(44412, 83, 14, '42:45.8', 37.36973135805082, 96.12983855561865, 113, 77, 38, 'Male', 80.01469282443489, 1.7578893686837773, 0.10954848776186582, 36, 25.893255877770596, 89, 'Low Risk'),
(44413, 63, 14, '41:45.8', 36.13202481671712, 95.14356361437623, 124, 86, 22, 'Male', 83.66159831843366, 1.5627346227984258, 0.082305369, 38, 34.25750178240875, 98.66666666666667, 'High Risk'),
(44414, 77, 14, '40:45.8', 36.98878636801701, 95.62087837187687, 125, 85, 56, 'Male', 94.01601753441791, 1.8517035195663827, 0.078877164, 40, 27.419463104074048, 98.33333333333333, 'Low Risk'),
(44415, 85, 12, '39:45.8', 36.28194932706404, 98.49650387823382, 118, 85, 56, 'Female', 65.86843614357815, 1.814342901873782, 0.074478553, 33, 20.00960946777228, 96, 'Low Risk'),
(44416, 83, 18, '38:45.8', 36.54437078015351, 98.68153855, 110, 89, 20, 'Female', 63.530604339825416, 1.949805843157122, 0.11940315616108503, 21, 16.710915821338638, 96, 'High Risk'),
(44417, 84, 18, '37:45.8', 37.49681044981609, 97.57042037786466, 124, 80, 81, 'Female', 90.00230952787682, 1.5804552989506278, 0.13014762347791622, 44, 36.03207062508695, 94.66666666666667, 'High Risk'),
(44418, 86, 12, '36:45.8', 37.146947930406625, 96.80027174586299, 130, 79, 42, 'Female', 80.72574889235307, 1.9787179133622954, 0.1282491421767723, 51, 20.617894437433335, 96, 'Low Risk'),
(44419, 71, 13, '35:45.8', 36.89566639544616, 96.02866961038391, 134, 79, 41, 'Male', 90.77049538818899, 1.8956019823709216, 0.091390192, 55, 25.260991763701345, 97.33333333333333, 'Low Risk'),
(44420, 94, 14, '34:45.8', 37.10649629630489, 96.34891817123676, 112, 77, 35, 'Female', 54.76074080243728, 1.6799366448622362, 0.051845408, 35, 19.403653360103515, 88.66666666666667, 'High Risk'),
(44421, 99, 16, '33:45.8', 36.85199791327277, 97.08877640707854, 119, 70, 34, 'Female', 50.77625793126106, 1.8062793226752705, 0.10358002283447891, 49, 15.562912319044415, 86.33333333333333, 'High Risk'),
(44422, 81, 15, '32:45.8', 36.821392108197394, 97.67772197014224, 116, 73, 18, 'Female', 87.64546372168115, 1.8998605064056848, 0.11652850168997093, 43, 24.282087144742267, 87.33333333333333, 'Low Risk'),
(44423, 83, 12, '31:45.8', 37.41323216, 97.55368576168614, 127, 71, 58, 'Male', 71.68428808094275, 1.7790754043091317, 0.13436643257729014, 56, 22.64828207098627, 89.66666666666666, 'Low Risk'),
(44424, 67, 14, '30:45.8', 37.39619427, 96.23130556134082, 112, 86, 72, 'Female', 97.12728880768495, 1.5864799587079401, 0.071014062, 26, 38.58976072, 94.66666666666667, 'High Risk'),
(44425, 70, 14, '29:45.8', 36.468841559611576, 95.31833502156665, 134, 86, 25, 'Female', 54.57215721568689, 1.9717208235335575, 0.1150924089469001, 48, 14.037193138453798, 102, 'High Risk'),
(44426, 65, 19, '28:45.8', 36.27760412391637, 96.02878620091344, 135, 72, 58, 'Female', 64.33044521486399, 1.927534221686366, 0.06350804, 63, 17.314595991439305, 93, 'High Risk'),
(44427, 69, 14, '27:45.8', 36.03219104573741, 99.01671941518725, 131, 75, 60, 'Male', 97.60224069653364, 1.6218573907240292, 0.054342976465052185, 56, 37.10517290144565, 93.66666666666666, 'High Risk'),
(44428, 66, 12, '26:45.8', 36.049030881911925, 96.98986182267406, 134, 77, 61, 'Male', 68.84647208856467, 1.6129472917889363, 0.054620798, 57, 26.463137857121392, 96, 'Low Risk'),
(44429, 71, 14, '25:45.8', 36.02096604384844, 96.50436872609149, 122, 79, 81, 'Female', 59.76261849414631, 1.7985241139239974, 0.10023840653045533, 43, 18.475537743841485, 93.33333333333333, 'High Risk'),
(44430, 60, 17, '24:45.8', 36.683093811689034, 96.06656748390488, 139, 79, 73, 'Female', 70.11815304040758, 1.8864272624982867, 0.10477757632119833, 60, 19.703815832533525, 99, 'Low Risk'),
(44431, 80, 17, '23:45.8', 36.224317551678155, 97.64739377482346, 114, 75, 38, 'Female', 77.39282025309356, 1.989166408588385, 0.1480016522341719, 39, 19.55953112223506, 88, 'Low Risk'),
(44432, 80, 15, '22:45.8', 36.568105577411586, 96.31810184454986, 127, 80, 67, 'Male', 87.43839048638233, 1.8312609937968418, 0.12200562707287496, 47, 26.073639998439177, 95.66666666666667, 'Low Risk'),
(44433, 88, 19, '21:45.8', 36.545224308671834, 96.55571423615793, 113, 78, 79, 'Female', 50.56801328955686, 1.9327139004964375, 0.12033301331461886, 35, 13.53757111464536, 89.66666666666667, 'High Risk'),
(44434, 65, 16, '20:45.8', 37.023544549579725, 97.99687562049958, 116, 82, 26, 'Male', 64.24893322675165, 1.6581611973613046, 0.093297449, 34, 23.36750935052841, 93.33333333333333, 'Low Risk'),
(44435, 75, 15, '19:45.8', 36.93989655149361, 99.52386556983267, 134, 72, 88, 'Male', 77.51133475968084, 1.871053131298932, 0.098367445, 62, 22.14078299546501, 92.66666666666666, 'Low Risk'),
(44436, 63, 14, '18:45.8', 37.36336115138656, 97.73237277, 136, 89, 83, 'Male', 80.26278982581144, 1.6033561386578485, 0.1385560298282021, 47, 31.221535153659712, 104.66666666666667, 'High Risk'),
(44437, 93, 12, '17:45.8', 36.66039293331325, 99.27120386658943, 131, 70, 20, 'Male', 54.45279684, 1.8009770889156516, 0.10602637257254041, 61, 16.788187663087797, 90.33333333333333, 'High Risk'),
(44438, 92, 15, '16:45.8', 36.49721907204468, 98.28967229518811, 128, 79, 31, 'Female', 74.66979085, 1.5556978372317267, 0.091409638, 49, 30.852789704960994, 95.33333333333333, 'High Risk'),
(44439, 85, 19, '15:45.8', 36.89914839520694, 97.08949442757688, 134, 79, 29, 'Female', 82.83495349514783, 1.799301403585272, 0.1028752194316303, 55, 25.58620029264942, 97.33333333333333, 'Low Risk'),
(44440, 76, 13, '14:45.8', 36.55698388370836, 96.55317698107157, 110, 71, 19, 'Male', 64.13164604128126, 1.7383169391224689, 0.11336701314941246, 39, 21.223375721385572, 84, 'Low Risk'),
(44441, 76, 19, '13:45.8', 37.29727313561661, 99.08630684477308, 120, 73, 75, 'Male', 53.159043697461364, 1.5863791469871957, 0.070235148, 47, 21.12336846850453, 88.66666666666667, 'Low Risk'),
(44442, 63, 17, '12:45.8', 36.29515910730421, 99.28211783153895, 118, 81, 36, 'Female', 92.16036552470513, 1.7809510359037208, 0.088845277, 37, 29.056294565602176, 93.33333333333333, 'Low Risk'),
(44443, 97, 17, '11:45.8', 36.81344009808873, 96.55080942862881, 114, 80, 68, 'Male', 87.82321032667451, 1.5270384150762606, 0.059342889069822435, 34, 37.662520694993546, 91.33333333333333, 'High Risk'),
(44444, 76, 18, '10:45.8', 36.185961329614635, 97.46015841768292, 136, 85, 79, 'Female', 90.99471199617963, 1.5315577836599654, 0.063066585, 51, 38.79264401926693, 102, 'High Risk'),
(44445, 64, 14, '09:45.8', 37.315193288417504, 98.98316684463624, 135, 89, 68, 'Female', 69.64364485485052, 1.5413699358595356, 0.13742219759155244, 46, 29.313503277962464, 104.33333333333333, 'Low Risk'),
(44446, 89, 15, '08:45.8', 36.74397537878183, 95.66129045974543, 120, 84, 55, 'Male', 54.33733572135228, 1.8680632837712354, 0.1497923271368996, 36, 15.57095218215784, 96, 'High Risk'),
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(44624, 69, 12, '10:45.8', 36.11251745859701, 95.40661271240896, 121, 76, 83, 'Female', 54.345003021049706, 1.8455684191279178, 0.053926954, 45, 15.955092160995845, 91, 'High Risk'),
(44625, 72, 19, '09:45.8', 36.307435677292005, 96.26466398744867, 110, 87, 26, 'Female', 58.652285314751865, 1.9998102068301271, 0.10188148267968045, 23, 14.665854675664429, 94.66666666666667, 'High Risk'),
(44626, 61, 18, '08:45.8', 36.601152221130754, 98.92872631456113, 125, 88, 43, 'Male', 68.68142814, 1.7199985003900224, 0.124348378, 37, 23.21577470861686, 100.33333333333333, 'Low Risk'),
(44627, 76, 15, '07:45.8', 37.225639123323106, 95.13953084951406, 122, 85, 40, 'Female', 81.07679775871485, 1.9445165745012551, 0.14785915436113176, 37, 21.442394832506153, 97.33333333333333, 'Low Risk'),
(44628, 90, 13, '06:45.8', 36.703223901953905, 95.50714531863073, 120, 88, 54, 'Male', 90.33756511783997, 1.5502130585205203, 0.092871145, 32, 37.59114886838125, 98.66666666666667, 'High Risk'),
(44629, 85, 13, '05:45.8', 36.27212163012427, 99.56842954747484, 128, 77, 89, 'Female', 89.69325253673966, 1.8185314049480819, 0.086638783, 51, 27.12177833344297, 94, 'Low Risk'),
(44630, 60, 19, '04:45.8', 37.46908237852777, 96.38341709, 126, 75, 31, 'Female', 94.29913475, 1.6907946053515521, 0.071717256, 51, 32.98572248477761, 92, 'High Risk'),
(44631, 60, 18, '03:45.8', 36.60170085243253, 97.40744936, 111, 72, 33, 'Female', 90.10013987635264, 1.8162128068845569, 0.09856811, 39, 27.314420922114497, 85, 'Low Risk'),
(44632, 77, 12, '02:45.8', 36.84879295533858, 98.15529592979993, 119, 85, 48, 'Male', 79.74227868261653, 1.566362545433437, 0.13828710161403718, 34, 32.501549184491395, 96.33333333333333, 'High Risk'),
(44633, 98, 13, '01:45.8', 36.53630657, 99.01352786404766, 127, 76, 65, 'Female', 75.27661357972805, 1.898539770640195, 0.058269007, 51, 20.88433616283217, 93, 'High Risk'),
(44634, 86, 13, '00:45.8', 36.54857664446666, 97.50445429, 117, 77, 34, 'Male', 82.55271796506852, 1.676574897187162, 0.080215205, 40, 29.368749697983155, 90.33333333333333, 'Low Risk'),
(44635, 70, 16, '59:45.8', 36.24751666467838, 96.02386787447776, 134, 86, 67, 'Female', 80.38297671025461, 1.5802643344078358, 0.1044522861517301, 48, 32.18878676207847, 102, 'High Risk'),
(44636, 92, 12, '58:45.8', 37.30096513533154, 98.04714801465128, 127, 71, 33, 'Male', 56.79441787833458, 1.6085886929491267, 0.12612865660386086, 56, 21.949045018216967, 89.66666666666666, 'High Risk'),
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(44642, 74, 13, '52:45.8', 36.529868946403454, 99.25078352244971, 118, 72, 45, 'Female', 81.29771998242379, 1.6966139833706295, 0.091081553, 46, 28.24309466, 87.33333333333333, 'Low Risk'),
(44643, 66, 19, '51:45.8', 36.03678310874342, 95.31210938322276, 127, 70, 66, 'Male', 82.60308393, 1.624708245686855, 0.066831003, 57, 31.29287696074291, 89, 'High Risk'),
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(44652, 65, 13, '42:45.8', 36.19485067826089, 95.98623661, 129, 79, 25, 'Female', 50.65727437480459, 1.6792039267187797, 0.10266127735732292, 50, 17.965319138697364, 95.66666666666666, 'High Risk'),
(44653, 85, 14, '41:45.8', 37.02579529476229, 96.53456669275027, 110, 74, 27, 'Male', 57.40784474390845, 1.8913843050606816, 0.070170109, 36, 16.04765876, 86, 'High Risk'),
(44654, 79, 19, '40:45.8', 36.53658154140558, 96.25487295, 115, 76, 88, 'Male', 93.16456627036229, 1.6176409930585323, 0.10370062515240223, 39, 35.60299051077087, 89, 'High Risk'),
(44655, 74, 12, '39:45.8', 36.08266793967714, 98.22495381381121, 126, 76, 29, 'Male', 53.36276612480383, 1.6806087293797456, 0.10077346676936105, 50, 18.89318180231206, 92.66666666666666, 'Low Risk'),
(44656, 87, 16, '38:45.8', 37.156063021453924, 95.42033965, 119, 75, 26, 'Male', 61.220016660252156, 1.549547166514754, 0.087058611, 44, 25.496692310374517, 89.66666666666667, 'Low Risk'),
(44657, 98, 19, '37:45.8', 36.50690063026822, 96.72317213351175, 112, 85, 22, 'Female', 59.96489577779572, 1.6075033183551835, 0.081273858, 27, 23.20562805396392, 94, 'High Risk'),
(44658, 84, 17, '36:45.8', 36.29262944714573, 96.58409656287999, 116, 80, 65, 'Female', 77.17560890474007, 1.9102542956253838, 0.089908319, 36, 21.14938264585138, 92, 'Low Risk'),
(44659, 80, 18, '35:45.8', 36.20611613788306, 95.40958133966778, 138, 73, 22, 'Male', 59.922775899739996, 1.703046881088071, 0.14322572128248354, 65, 20.66039960016493, 94.66666666666666, 'Low Risk'),
(44660, 78, 12, '34:45.8', 36.72375114699758, 96.25671741260902, 112, 73, 65, 'Female', 69.27566945211271, 1.540486126051754, 0.062334486, 39, 29.192087269510385, 86, 'Low Risk'),
(44661, 91, 12, '33:45.8', 36.61597726393014, 96.90709022132445, 138, 82, 76, 'Female', 66.73830219, 1.9186475380885875, 0.075719511, 56, 18.129455164578513, 100.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(44663, 77, 12, '31:45.8', 36.75300558517382, 99.77525694346227, 120, 81, 23, 'Female', 62.19937396527874, 1.6048781586554626, 0.05292196, 39, 24.14915173525185, 94, 'Low Risk'),
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(44665, 99, 12, '29:45.8', 36.93178582831466, 98.58430638930773, 124, 88, 70, 'Male', 60.42071107164562, 1.9996663595197823, 0.12643723432841192, 36, 15.110218728041858, 100, 'High Risk'),
(44666, 91, 15, '28:45.8', 36.60252012081083, 95.85780545503873, 136, 75, 87, 'Female', 64.15664677, 1.6303192304443366, 0.10044106805916472, 61, 24.13772606921568, 95.33333333333333, 'High Risk'),
(44667, 65, 16, '27:45.8', 36.81140643371275, 99.24063700638928, 110, 88, 79, 'Male', 52.436658230429074, 1.7877379839247265, 0.050466392, 22, 16.40692795835529, 95.33333333333333, 'High Risk'),
(44668, 92, 18, '26:45.8', 36.63220630665924, 95.88071244266486, 112, 81, 51, 'Female', 84.27152692987914, 1.649213082196384, 0.059533346, 31, 30.98327493222424, 91.33333333333333, 'High Risk'),
(44669, 74, 16, '25:45.8', 37.23303675, 98.83766262368606, 131, 82, 44, 'Male', 63.48536072390728, 1.638378376668605, 0.098897244, 49, 23.65076411, 98.33333333333333, 'Low Risk'),
(44670, 80, 18, '24:45.8', 37.42650746318171, 96.06465872360528, 137, 83, 79, 'Female', 63.788346117920625, 1.6548535730725091, 0.074447812, 54, 23.292826836480863, 101, 'Low Risk'),
(44671, 67, 17, '23:45.8', 36.870719519982835, 98.13962747, 119, 88, 43, 'Female', 74.85670248804641, 1.698636725793064, 0.08051392, 31, 25.94356614, 98.33333333333333, 'Low Risk'),
(44672, 87, 18, '22:45.8', 36.61219884682051, 99.67478468817099, 113, 81, 87, 'Female', 98.34505492368038, 1.8643710047450743, 0.13811864577744962, 32, 28.293576398628026, 91.66666666666667, 'Low Risk'),
(44673, 91, 18, '21:45.8', 36.34121858191571, 98.10948693744882, 121, 70, 28, 'Female', 92.06797044636842, 1.7352673004896395, 0.078684871, 51, 30.575657414214817, 87, 'High Risk'),
(44674, 97, 14, '20:45.8', 37.06787857204757, 99.82802463728885, 114, 86, 28, 'Male', 79.37809299494998, 1.696496096368044, 0.13570149854458358, 28, 27.580042541021033, 95.33333333333333, 'High Risk'),
(44675, 76, 16, '19:45.8', 36.49204153745849, 96.41170079611572, 134, 76, 55, 'Male', 73.07998693651321, 1.7616261685668122, 0.11799376750438813, 58, 23.548917867999904, 95.33333333333333, 'Low Risk'),
(44676, 78, 16, '18:45.8', 36.76029883432867, 97.81125461925352, 131, 82, 47, 'Male', 98.08212711365366, 1.5264094741088232, 0.066275942, 49, 42.09667262, 98.33333333333333, 'High Risk'),
(44677, 87, 13, '17:45.8', 36.68829705153482, 98.76010130275115, 126, 71, 27, 'Male', 91.65260731, 1.8138666957289937, 0.095385374, 55, 27.856983727973194, 89.33333333333333, 'Low Risk'),
(44678, 93, 18, '16:45.8', 37.197444690806336, 95.32104401579103, 110, 71, 40, 'Male', 52.82947805158611, 1.521017839670121, 0.095668989, 39, 22.835351672742004, 84, 'High Risk'),
(44679, 87, 16, '15:45.8', 37.09987062352529, 97.04580241643255, 131, 71, 83, 'Male', 74.29381631077668, 1.810052645719032, 0.075600671, 60, 22.676198734653383, 91, 'Low Risk'),
(44680, 88, 13, '14:45.8', 36.096538932643334, 98.78783002345196, 123, 80, 23, 'Female', 86.89412989033613, 1.5787983741143807, 0.078791281, 43, 34.860779818709624, 94.33333333333333, 'High Risk'),
(44681, 93, 13, '13:45.8', 36.74976820876886, 97.31158836, 123, 70, 34, 'Female', 99.23388865814394, 1.903505999228592, 0.14844807837533555, 53, 27.38744450014791, 87.66666666666666, 'High Risk'),
(44682, 77, 18, '12:45.8', 36.00527253013608, 95.69938953891882, 118, 88, 84, 'Female', 98.35805659136982, 1.6359494286097458, 0.080680895, 30, 36.75108712460573, 98, 'High Risk'),
(44683, 63, 18, '11:45.8', 36.66534599485743, 98.90082292932236, 137, 76, 73, 'Female', 71.67411195395047, 1.6408878289500104, 0.1446913354181323, 61, 26.619784375844016, 96.33333333333333, 'Low Risk'),
(44684, 91, 18, '10:45.8', 36.46876409189753, 99.56300449064402, 137, 79, 41, 'Female', 67.34305394223637, 1.777852912, 0.14646993858476479, 58, 21.30596221, 98.33333333333333, 'High Risk'),
(44685, 73, 16, '09:45.8', 36.04588710561266, 96.92626588816326, 119, 85, 55, 'Female', 84.92695219851123, 1.9569306767086734, 0.057788456, 34, 22.176584323499807, 96.33333333333333, 'Low Risk'),
(44686, 75, 12, '08:45.8', 36.77494456, 96.18005851166747, 121, 75, 72, 'Female', 89.26332228134676, 1.5310597184243542, 0.13951035601086978, 46, 38.07928504385137, 90.33333333333333, 'High Risk'),
(44687, 77, 12, '07:45.8', 36.47696231891206, 97.26701443, 133, 75, 25, 'Female', 98.14461601783663, 1.5648369294475146, 0.052926099, 58, 40.080054811641055, 94.33333333333333, 'High Risk'),
(44688, 81, 16, '06:45.8', 36.329631104492584, 97.52105098915501, 124, 86, 63, 'Male', 59.83087998550101, 1.5256496571185474, 0.11973870688609643, 38, 25.70489054469738, 98.66666666666667, 'Low Risk'),
(44689, 88, 13, '05:45.8', 36.740749372939376, 95.54552754065385, 116, 74, 29, 'Female', 71.82995957254083, 1.8733893081464261, 0.07784988, 42, 20.466781231427106, 88, 'Low Risk'),
(44690, 60, 18, '04:45.8', 36.972042593801866, 98.03290279049496, 117, 85, 55, 'Male', 59.45744866, 1.5374017400768272, 0.1263249266583107, 32, 25.155417694793183, 95.66666666666667, 'Low Risk'),
(44691, 98, 16, '03:45.8', 36.700177316365355, 95.23871487757543, 133, 76, 61, 'Female', 61.103714337086686, 1.6375333911084542, 0.080185374, 57, 22.78700678738847, 95, 'High Risk'),
(44692, 93, 12, '02:45.8', 36.148586733100004, 98.22355154912238, 114, 87, 79, 'Male', 69.28110751226974, 1.8126332372967298, 0.1385414170399522, 27, 21.086035982193245, 96, 'High Risk'),
(44693, 72, 14, '01:45.8', 36.10257724365792, 97.23367528653618, 127, 75, 72, 'Male', 88.48278681738643, 1.7971500358149712, 0.059945752664881495, 52, 27.396186926859052, 92.33333333333333, 'Low Risk'),
(44694, 76, 18, '00:45.8', 36.29843457383754, 98.24482505421656, 124, 77, 20, 'Male', 55.647461478098066, 1.9317424953976203, 0.10522710874859834, 47, 14.912377531696485, 92.66666666666667, 'High Risk'),
(44695, 86, 17, '59:45.8', 36.37910294839145, 98.19435463228854, 132, 83, 44, 'Male', 63.02492587823819, 1.8173329212171963, 0.080419767, 49, 19.082855233980123, 99.33333333333333, 'Low Risk'),
(44696, 63, 18, '58:45.8', 37.02357650556422, 96.58350069900563, 124, 85, 65, 'Male', 83.00339258027833, 1.7803029643666493, 0.058515351, 39, 26.188342588451597, 98, 'Low Risk'),
(44697, 71, 13, '57:45.8', 36.604502527737075, 98.45056314112685, 126, 70, 53, 'Male', 95.42347790892924, 1.8489261893896947, 0.09426374, 56, 27.913615569878896, 88.66666666666666, 'Low Risk'),
(44698, 63, 19, '56:45.8', 36.578875121960685, 98.50056164874003, 133, 86, 59, 'Female', 99.62006564405932, 1.5126382862833705, 0.11601205574008899, 47, 43.538819185121355, 101.66666666666667, 'High Risk'),
(44699, 82, 16, '55:45.8', 36.241711688077224, 99.45511268989671, 112, 83, 76, 'Male', 70.96291707788676, 1.8415939768133347, 0.1181222475412093, 29, 20.923950696954865, 92.66666666666667, 'Low Risk'),
(44700, 95, 16, '54:45.8', 36.06450278467592, 97.70245562, 136, 85, 48, 'Female', 68.04332779509886, 1.8946441515553913, 0.1325630309166113, 51, 18.955281495120225, 102, 'High Risk'),
(44701, 74, 19, '53:45.8', 36.122776083971914, 97.07686991751699, 112, 86, 58, 'Female', 85.66861426026882, 1.7117572267867565, 0.099761511, 26, 29.237309280108462, 94.66666666666667, 'Low Risk'),
(44702, 81, 14, '52:45.8', 36.756154782258115, 96.28060287691252, 129, 84, 59, 'Female', 51.33190230393047, 1.7780679879371404, 0.10758214741384378, 45, 16.236433305544672, 99, 'High Risk'),
(44703, 70, 14, '51:45.8', 37.45531675, 98.78838164023722, 119, 73, 29, 'Male', 89.55171160436976, 1.7927810371747364, 0.13512278272062717, 46, 27.86245571347281, 88.33333333333333, 'Low Risk'),
(44704, 89, 12, '50:45.8', 37.11516867594328, 98.72444891670456, 113, 77, 89, 'Female', 53.20490344368643, 1.9903026918189306, 0.12545010104919996, 36, 13.431156162409469, 89, 'High Risk'),
(44705, 90, 18, '49:45.8', 37.128558971954696, 96.81929124662048, 138, 77, 85, 'Female', 97.33746433645163, 1.767144867515778, 0.060005135182099406, 61, 31.169922410351607, 97.33333333333333, 'High Risk'),
(44706, 98, 15, '48:45.8', 36.14581431564182, 95.37470303918116, 124, 89, 47, 'Female', 94.95536039, 1.5541047000898287, 0.067076449, 35, 39.31505962476741, 100.66666666666667, 'High Risk'),
(44707, 91, 17, '47:45.8', 36.79121084245373, 97.48073775091596, 124, 89, 71, 'Female', 96.96353066408419, 1.9906174410520308, 0.096231602, 35, 24.469934734271757, 100.66666666666667, 'High Risk'),
(44708, 71, 16, '46:45.8', 36.33857694999717, 98.62119213548137, 111, 74, 61, 'Female', 63.58575174673788, 1.597948967259352, 0.14053459924522693, 37, 24.901986843635093, 86.33333333333333, 'Low Risk'),
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(44886, 63, 19, '48:45.8', 36.70652267, 99.10172336858494, 119, 81, 52, 'Female', 97.97074677320954, 1.539983316996261, 0.14078192919532176, 38, 41.31087428962731, 93.66666666666667, 'High Risk'),
(44887, 62, 13, '47:45.8', 37.04243180201399, 99.18539189, 122, 70, 53, 'Female', 63.33814129, 1.8949957227633027, 0.083622965, 52, 17.63798002420244, 87.33333333333333, 'High Risk'),
(44888, 92, 15, '46:45.8', 37.34084251416866, 99.66085632, 129, 74, 50, 'Female', 96.92880977173844, 1.8947078012556662, 0.051035331, 55, 27.000287796011875, 92.33333333333333, 'High Risk'),
(44889, 68, 13, '45:45.8', 36.598659080732666, 98.30344128927904, 116, 81, 62, 'Female', 82.34232358160904, 1.9394714088800313, 0.1011569280515365, 35, 21.89053392910241, 92.66666666666667, 'Low Risk'),
(44890, 81, 19, '44:45.8', 36.16680070001106, 96.21976766389321, 127, 89, 26, 'Male', 94.54392573976966, 1.6355525210460102, 0.080873737, 38, 35.34310019634339, 101.66666666666667, 'High Risk'),
(44891, 78, 15, '43:45.8', 37.21138527756757, 95.17186957331536, 131, 73, 68, 'Male', 88.53057321701549, 1.7518512444052674, 0.082363814, 58, 28.846878425364697, 92.33333333333333, 'Low Risk'),
(44892, 94, 15, '42:45.8', 36.23430468535141, 98.22565755429916, 129, 76, 61, 'Female', 95.28485352, 1.9323678695338171, 0.066745596, 53, 25.517860293517845, 93.66666666666666, 'High Risk'),
(44893, 97, 16, '41:45.8', 36.84436358031638, 98.29938531524601, 136, 71, 83, 'Male', 88.66088798234729, 1.6757776136451732, 0.12943910757346622, 65, 31.57179743507538, 92.66666666666666, 'High Risk'),
(44894, 75, 19, '40:45.8', 36.08315037923554, 97.92522536816037, 110, 84, 64, 'Female', 75.29675779115274, 1.9023928964839565, 0.055737417, 26, 20.80538922938207, 92.66666666666667, 'Low Risk'),
(44895, 78, 13, '39:45.8', 37.44513668108301, 99.57018422986313, 122, 81, 53, 'Male', 69.71275787212159, 1.9612791321148326, 0.078249979, 41, 18.123140152100014, 94.66666666666667, 'High Risk'),
(44896, 78, 16, '38:45.8', 36.89172536028523, 98.82242360933823, 112, 86, 65, 'Male', 85.87662825415092, 1.7748758806065121, 0.1214415254071131, 26, 27.2608259, 94.66666666666667, 'Low Risk'),
(44897, 61, 16, '37:45.8', 36.975442158351214, 96.46435304, 131, 89, 82, 'Male', 70.01070169089827, 1.6932837527992017, 0.071643236, 42, 24.417710919813207, 103, 'Low Risk'),
(44898, 87, 19, '36:45.8', 36.38100771120415, 95.61170676299764, 135, 86, 42, 'Female', 92.63281143650093, 1.825694509280893, 0.13858398341622574, 49, 27.791284899157155, 102.33333333333333, 'Low Risk'),
(44899, 68, 12, '35:45.8', 36.500969097397835, 97.37737835, 135, 77, 49, 'Female', 76.68296168049677, 1.926326328373238, 0.13546881533177502, 58, 20.665178316722347, 96.33333333333333, 'Low Risk'),
(44900, 88, 14, '34:45.8', 37.168567887046414, 99.77918174103787, 139, 83, 30, 'Male', 57.10978434429106, 1.566063992760818, 0.11018777470751312, 56, 23.285818690724806, 101.66666666666666, 'Low Risk'),
(44901, 95, 19, '33:45.8', 37.08665342717589, 97.77557812621818, 134, 70, 24, 'Male', 75.67004498191517, 1.7825392663349953, 0.057696679209536056, 64, 23.814736540295478, 91.33333333333333, 'High Risk'),
(44902, 71, 15, '32:45.8', 37.12399942273754, 99.06914156144457, 120, 84, 42, 'Male', 60.27416863037749, 1.5139751252877778, 0.11282510557945065, 36, 26.296245724128585, 96, 'Low Risk'),
(44903, 76, 19, '31:45.8', 36.64059135558928, 96.83550531989941, 130, 76, 43, 'Male', 93.06005500227641, 1.794151090952278, 0.076613013, 54, 28.90981269, 94, 'Low Risk'),
(44904, 74, 18, '30:45.8', 37.19839776806574, 99.91463185, 119, 82, 31, 'Female', 73.13797835, 1.5861881734055305, 0.086905899, 37, 29.069230571078425, 94.33333333333333, 'Low Risk'),
(44905, 83, 19, '29:45.8', 36.511080050362956, 96.76457098475979, 132, 86, 44, 'Male', 89.89403238796976, 1.8467930784590374, 0.088377708, 46, 26.356903448861125, 101.33333333333333, 'Low Risk'),
(44906, 67, 16, '28:45.8', 37.24085538152937, 98.13691596200373, 115, 81, 34, 'Male', 53.33520570412231, 1.5346538088945028, 0.14488390973740484, 34, 22.646084903034723, 92.33333333333333, 'Low Risk'),
(44907, 80, 19, '27:45.8', 36.97994441, 97.53731220565777, 134, 83, 59, 'Female', 89.75992712399415, 1.891622939, 0.098129502, 51, 25.084956215604606, 100, 'Low Risk'),
(44908, 80, 16, '26:45.8', 36.38630869870525, 97.95866501009426, 121, 72, 67, 'Male', 96.28666068423303, 1.5692714755838078, 0.1054722946519917, 49, 39.09938836863311, 88.33333333333333, 'High Risk'),
(44909, 96, 12, '25:45.8', 37.246949713826986, 97.09838509426316, 115, 83, 46, 'Female', 78.64344915673763, 1.6438535764498583, 0.081493714, 32, 29.102901597543738, 93.66666666666667, 'High Risk'),
(44910, 76, 14, '24:45.8', 37.044425690630256, 97.02917180648403, 114, 86, 49, 'Male', 87.70335676222626, 1.7285324596823037, 0.065074522, 28, 29.353584125777132, 95.33333333333333, 'Low Risk'),
(44911, 61, 12, '23:45.8', 37.32185281994479, 97.15918466310933, 128, 76, 18, 'Female', 72.29317446, 1.8158476436722868, 0.053081914, 52, 21.924943446842644, 93.33333333333333, 'Low Risk'),
(44912, 76, 13, '22:45.8', 36.488742237673215, 95.27012732, 136, 84, 36, 'Male', 72.18120046498018, 1.568326863, 0.141485317, 52, 29.346136838750702, 101.33333333333333, 'Low Risk'),
(44913, 72, 14, '21:45.8', 36.63082754447924, 95.14807463, 120, 73, 24, 'Female', 96.88042716, 1.8273862105093643, 0.14581553046820112, 47, 29.011845646903982, 88.66666666666667, 'Low Risk'),
(44914, 95, 19, '20:45.8', 37.11279758518385, 96.49461853148655, 121, 83, 30, 'Male', 74.54903306858083, 1.9797014785843907, 0.149807497, 38, 19.021405323178673, 95.66666666666667, 'High Risk'),
(44915, 70, 16, '19:45.8', 36.797851770329814, 97.38239482, 125, 81, 59, 'Female', 86.25630103561784, 1.5068121318314072, 0.11653495206247623, 44, 37.99029044021837, 95.66666666666667, 'High Risk'),
(44916, 67, 15, '18:45.8', 37.40584441616557, 97.87554299153423, 116, 72, 34, 'Male', 68.33041218683394, 1.986957350076049, 0.11655654409030336, 44, 17.30760401, 86.66666666666667, 'High Risk'),
(44917, 95, 18, '17:45.8', 36.29405265473934, 95.13921438959943, 119, 76, 30, 'Male', 69.05098907478947, 1.5262130011803121, 0.081599033, 43, 29.64419122531628, 90.33333333333333, 'High Risk'),
(44918, 60, 19, '16:45.8', 36.82809144942834, 99.48577750612723, 136, 77, 80, 'Female', 62.45282566015611, 1.9059771854485241, 0.14597437225623372, 59, 17.191615803754956, 96.66666666666666, 'High Risk'),
(44919, 85, 14, '15:45.8', 36.95615041448686, 97.93370633164744, 126, 79, 62, 'Male', 89.90429411, 1.5065198415271936, 0.13784532516775633, 47, 39.61236058528692, 94.66666666666667, 'High Risk'),
(44920, 87, 13, '14:45.8', 36.47562054075093, 97.20733362853362, 110, 85, 75, 'Male', 76.49191981677865, 1.7768036549276451, 0.12439242573108651, 25, 24.229066578241433, 93.33333333333333, 'Low Risk'),
(44921, 97, 13, '13:45.8', 36.712502728917364, 95.17732320003557, 122, 79, 27, 'Male', 78.45803954, 1.5280211862040551, 0.074681655, 43, 33.60305017, 93.33333333333333, 'High Risk'),
(44922, 71, 16, '12:45.8', 36.183604493507794, 98.99962361922388, 123, 80, 57, 'Male', 57.89896491828732, 1.6940798722522685, 0.14215165509417915, 43, 20.174511827149324, 94.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(44924, 70, 16, '10:45.8', 36.18466071, 95.52562859869421, 138, 74, 70, 'Male', 59.74530246724665, 1.6928674653817084, 0.088307255, 64, 20.847685513236847, 95.33333333333333, 'Low Risk'),
(44925, 78, 18, '09:45.8', 36.638628532994026, 96.87390584, 115, 77, 51, 'Female', 61.32316621323464, 1.8959885259696156, 0.1486151337673068, 38, 17.058983947786732, 89.66666666666667, 'High Risk'),
(44926, 66, 16, '08:45.8', 36.91840584817212, 97.70276507432916, 136, 87, 78, 'Male', 85.36582522401115, 1.5168505502149072, 0.1034386706174866, 49, 37.10209696530729, 103.33333333333333, 'High Risk'),
(44927, 98, 16, '07:45.8', 36.21764997879452, 98.75687955271142, 124, 75, 22, 'Male', 67.84549617, 1.731120872012622, 0.06756328, 49, 22.639469060098442, 91.33333333333333, 'High Risk'),
(44928, 85, 15, '06:45.8', 36.43719418149567, 96.94563482399194, 135, 82, 43, 'Male', 52.26541343114373, 1.8128028780707184, 0.13908168969409512, 53, 15.90425118131046, 99.66666666666666, 'High Risk'),
(44929, 89, 12, '05:45.8', 36.56764064752309, 96.80665687627828, 129, 87, 65, 'Female', 93.03126134742816, 1.707537465, 0.059724411, 42, 31.90718031872949, 101, 'High Risk'),
(44930, 83, 17, '04:45.8', 36.56005153374765, 99.65942579180307, 136, 87, 71, 'Male', 77.19741423625946, 1.7859463322058202, 0.089063374, 49, 24.20281857517096, 103.33333333333333, 'Low Risk'),
(44931, 85, 12, '03:45.8', 36.52361200745879, 97.82004148480212, 121, 89, 88, 'Male', 94.56472727188441, 1.5289885262058514, 0.078341401, 32, 40.45020449950311, 99.66666666666667, 'High Risk'),
(44932, 98, 13, '02:45.8', 37.09728206, 96.16876234022654, 112, 77, 48, 'Male', 52.93869669612328, 1.9319320777189088, 0.076999834, 35, 14.183700036969034, 88.66666666666667, 'High Risk'),
(44933, 75, 19, '01:45.8', 36.00524299217105, 98.15474538, 114, 75, 40, 'Female', 66.06311583905807, 1.925928404488988, 0.1431498171204915, 39, 17.810609278189595, 88, 'High Risk'),
(44934, 97, 16, '00:45.8', 36.110539587157426, 95.43806274644147, 116, 76, 83, 'Female', 59.850200893687486, 1.6406015997062036, 0.1491763296028208, 40, 22.236137512451393, 89.33333333333333, 'High Risk'),
(44935, 87, 18, '59:45.8', 36.659959616669425, 95.62651409255348, 137, 72, 70, 'Male', 81.66932753758371, 1.9755592994935052, 0.13696097145411568, 65, 20.92564431796165, 93.66666666666666, 'Low Risk'),
(44936, 98, 18, '58:45.8', 36.87217181, 99.47289686326941, 123, 80, 49, 'Female', 59.856501018059916, 1.7778840857875595, 0.10510458274931428, 43, 18.936706193540388, 94.33333333333333, 'High Risk'),
(44937, 84, 17, '57:45.8', 36.01287937904033, 99.80457594945935, 136, 84, 44, 'Female', 53.63449119, 1.7942861691441157, 0.054414971076723974, 52, 16.659453322926996, 101.33333333333333, 'High Risk'),
(44938, 73, 16, '56:45.8', 36.29824062668772, 98.56073734189268, 112, 73, 73, 'Male', 97.46619286256296, 1.9902855225791032, 0.084252004, 39, 24.604992358474828, 86, 'Low Risk'),
(44939, 73, 13, '55:45.8', 36.694378663332714, 96.54401958337303, 121, 83, 26, 'Female', 92.77688253878821, 1.6273224498859484, 0.053788394424467895, 38, 35.034227332909055, 95.66666666666667, 'High Risk'),
(44940, 96, 19, '54:45.8', 37.384464343475884, 99.00326029630314, 131, 72, 49, 'Male', 68.39187780020015, 1.7537586584490903, 0.1452193764466786, 59, 22.23642017140763, 91.66666666666666, 'High Risk'),
(44941, 73, 19, '53:45.8', 36.00839381882538, 99.95356395155596, 130, 81, 19, 'Female', 64.91956619, 1.7458413925955867, 0.075664778, 49, 21.299334641747624, 97.33333333333333, 'Low Risk'),
(44942, 70, 12, '52:45.8', 36.193377376176365, 97.33520085682017, 127, 78, 78, 'Male', 88.44942358638372, 1.5174532856562917, 0.051954969, 49, 38.41177235301259, 94.33333333333333, 'High Risk'),
(44943, 78, 14, '51:45.8', 36.407870939614575, 95.08831280135013, 123, 81, 39, 'Male', 57.634924437906136, 1.5890718575157412, 0.11255862777156836, 42, 22.824362455675217, 95, 'Low Risk'),
(44944, 74, 17, '50:45.8', 36.50299638918685, 95.04421966, 115, 74, 18, 'Female', 60.12612289222618, 1.715761280698144, 0.079324557, 41, 20.424407853419506, 87.66666666666667, 'Low Risk'),
(44945, 67, 15, '49:45.8', 36.58444965887665, 97.83152258, 116, 72, 55, 'Female', 71.27079938158093, 1.8409209469697456, 0.055722673093980296, 44, 21.030100646731395, 86.66666666666667, 'Low Risk'),
(44946, 76, 19, '48:45.8', 36.32178836464239, 98.38219864173988, 126, 80, 36, 'Female', 58.37430946700664, 1.8172337224133148, 0.072217378, 46, 17.676658889301756, 95.33333333333333, 'High Risk'),
(44947, 62, 16, '47:45.8', 36.251668905926564, 99.63267552228693, 120, 79, 75, 'Female', 77.91983906, 1.587338193799959, 0.084086168, 41, 30.924957718435476, 92.66666666666667, 'High Risk'),
(44948, 98, 14, '46:45.8', 37.434121971760575, 96.00925385661976, 118, 75, 53, 'Female', 65.71856315750317, 1.9966958117322653, 0.13276895466918848, 43, 16.48406224259519, 89.33333333333333, 'High Risk'),
(44949, 96, 19, '45:45.8', 37.23497725, 98.31282732648062, 132, 79, 40, 'Male', 64.82161232524399, 1.6937576414750537, 0.072810771, 53, 22.59525744913895, 96.66666666666666, 'High Risk'),
(44950, 85, 13, '44:45.8', 36.32017058804982, 99.78343232012944, 128, 85, 24, 'Male', 81.71854029738002, 1.506972833270115, 0.10410888223626982, 43, 35.98402617545327, 99.33333333333333, 'High Risk'),
(44951, 68, 15, '43:45.8', 37.316895487296904, 95.44037528631382, 119, 73, 28, 'Female', 51.796935633427985, 1.5417088203847873, 0.14974738660620734, 46, 21.79211353973419, 88.33333333333333, 'Low Risk'),
(44952, 90, 12, '42:45.8', 36.495338492876975, 98.16652398545585, 117, 72, 51, 'Male', 85.16496684, 1.6552049987126118, 0.055140125, 45, 31.08546750270975, 87, 'High Risk'),
(44953, 68, 13, '41:45.8', 36.51852073, 98.06543299447371, 116, 80, 55, 'Male', 93.24494223945324, 1.7611295216110756, 0.10682790286761573, 36, 30.063718060368867, 92, 'High Risk'),
(44954, 85, 12, '40:45.8', 36.167157487786824, 95.25643904572705, 135, 83, 20, 'Female', 52.813596153745905, 1.7051108153926493, 0.13132610722322524, 52, 18.165214145276817, 100.33333333333333, 'High Risk'),
(44955, 95, 16, '39:45.8', 36.365907077282245, 98.66987763, 125, 74, 76, 'Male', 69.19112968, 1.9535441893088934, 0.058616535128622665, 51, 18.130256253061447, 91, 'High Risk'),
(44956, 70, 16, '38:45.8', 36.23634189095442, 97.27807085949598, 137, 82, 52, 'Male', 73.76404513359577, 1.5417451796152997, 0.063423274, 55, 31.032697383911824, 100.33333333333333, 'High Risk'),
(44957, 93, 19, '37:45.8', 37.49047752186953, 99.18419212891258, 112, 71, 84, 'Male', 65.00508547696928, 1.7420325148075975, 0.070307334, 41, 21.420757274154393, 84.66666666666667, 'High Risk'),
(44958, 69, 12, '36:45.8', 36.159960864910595, 97.46213906764162, 136, 75, 38, 'Female', 80.83740153564464, 1.971664533906258, 0.10450974191166287, 61, 20.794395319502893, 95.33333333333333, 'Low Risk'),
(44959, 78, 13, '35:45.8', 36.42232591045156, 95.14769144878784, 127, 79, 59, 'Female', 65.27536930609568, 1.6862665329634439, 0.13071960969489987, 48, 22.956035946524224, 95, 'Low Risk'),
(44960, 68, 14, '34:45.8', 37.15393422789215, 97.75806023084328, 137, 75, 37, 'Female', 93.33234371132949, 1.8356997711787282, 0.12358732345877667, 62, 27.696753394363803, 95.66666666666666, 'Low Risk'),
(44961, 74, 13, '33:45.8', 36.50546755650267, 96.86546545986602, 119, 80, 22, 'Female', 91.13529217198752, 1.5171146422974435, 0.14799757541161368, 39, 39.59586094, 93, 'High Risk'),
(44962, 89, 18, '32:45.8', 37.21742673425002, 99.94787629940096, 127, 88, 88, 'Female', 89.72604453465316, 1.6629369640038496, 0.1412137483701178, 39, 32.44643219924247, 101, 'High Risk'),
(44963, 79, 18, '31:45.8', 36.66621647254156, 98.88498872, 113, 76, 64, 'Male', 71.21132415022342, 1.5864148312098618, 0.080610888, 37, 28.29538051162886, 88.33333333333333, 'Low Risk'),
(44964, 75, 13, '30:45.8', 37.051598886038896, 99.70693167226068, 115, 75, 59, 'Female', 93.97860914195147, 1.9481024950958934, 0.077542513, 40, 24.763122617615707, 88.33333333333333, 'Low Risk'),
(44965, 96, 16, '29:45.8', 36.94614021566718, 99.14837645, 123, 78, 45, 'Male', 76.82000846331474, 1.9368964126684423, 0.070796192, 45, 20.47677513290366, 93, 'High Risk'),
(44966, 62, 13, '28:45.8', 36.15993354236014, 98.5847216, 125, 86, 35, 'Male', 72.66443719155963, 1.585569894607745, 0.088947429, 39, 28.903546315683286, 99, 'Low Risk'),
(44967, 70, 12, '27:45.8', 37.05495168164038, 96.62195570282113, 134, 82, 44, 'Male', 81.56740369934201, 1.810458111, 0.085615519, 52, 24.885116444156683, 99.33333333333333, 'Low Risk'),
(44968, 92, 15, '26:45.8', 36.18219309866962, 96.16718873453769, 112, 75, 37, 'Male', 56.732200828512106, 1.691934783795799, 0.072166391, 37, 19.818117254931618, 87.33333333333333, 'High Risk'),
(44969, 99, 19, '25:45.8', 36.00856750030177, 98.93006791402756, 135, 89, 86, 'Female', 93.74745559408399, 1.9412555428733969, 0.053764482672014204, 46, 24.87677463414547, 104.33333333333333, 'High Risk'),
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(45147, 70, 15, '27:45.8', 36.99122703393158, 96.27209469278827, 128, 75, 65, 'Male', 70.92503766382202, 1.9412866465329355, 0.08923472, 53, 18.820026938325746, 92.66666666666666, 'Low Risk'),
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(45149, 83, 18, '25:45.8', 36.932632091981205, 97.20083278, 116, 87, 74, 'Male', 54.00187670851558, 1.699138956007471, 0.066414592, 29, 18.704713431401657, 96.66666666666667, 'Low Risk'),
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(45151, 97, 14, '23:45.8', 36.42603453160811, 96.93380984362626, 134, 72, 20, 'Male', 95.82252605681545, 1.9581047030780367, 0.09363751, 62, 24.99169973810304, 92.66666666666666, 'High Risk'),
(45152, 74, 15, '22:45.8', 37.29590502611574, 98.27342293450015, 118, 86, 72, 'Male', 84.07465339450407, 1.9357353687697079, 0.12909569470778592, 32, 22.4374302, 96.66666666666667, 'Low Risk'),
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(45172, 72, 17, '02:45.8', 37.002047690237475, 99.55503523095746, 138, 80, 34, 'Female', 87.30210725689955, 1.6572574479195912, 0.087458499, 58, 31.786650565715128, 99.33333333333333, 'High Risk'),
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(45174, 68, 12, '00:45.8', 36.64189024866072, 96.29403724572802, 123, 73, 51, 'Male', 67.83830846839614, 1.884996070020373, 0.095921567, 50, 19.092118100420283, 89.66666666666666, 'Low Risk'),
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(45177, 81, 16, '57:45.8', 36.13589166488893, 96.17490724166056, 139, 85, 45, 'Male', 54.94648855, 1.5464384819457413, 0.085560759, 54, 22.976011862909562, 103, 'Low Risk'),
(45178, 96, 15, '56:45.8', 36.21831562572168, 96.88462008998826, 120, 78, 60, 'Male', 98.54036042325905, 1.9636396501179507, 0.05364514, 42, 25.55586355381417, 92, 'High Risk'),
(45179, 86, 14, '55:45.8', 37.403745352291466, 95.74621743468387, 137, 72, 41, 'Female', 70.02314900616459, 1.7889712079880846, 0.072805428, 65, 21.87937618707544, 93.66666666666666, 'Low Risk'),
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(45182, 85, 19, '52:45.8', 37.12028888356099, 96.28831231158385, 123, 89, 48, 'Male', 84.02118115042498, 1.5913552299982765, 0.055884159552717506, 34, 33.17832911859279, 100.33333333333333, 'High Risk'),
(45183, 93, 14, '51:45.8', 36.17804776486546, 95.42608279716333, 110, 79, 75, 'Male', 56.194289130932745, 1.8653941043038647, 0.13670773706048767, 31, 16.14919885, 89.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(45190, 72, 16, '44:45.8', 37.474917829393064, 98.40344611000978, 124, 86, 43, 'Female', 53.68195580631946, 1.970101135398787, 0.1120207710336329, 38, 13.830926951835641, 98.66666666666667, 'High Risk'),
(45191, 99, 14, '43:45.8', 36.81004225880998, 97.52129299, 114, 85, 20, 'Female', 71.82979909280188, 1.8436909351156752, 0.1246230636676748, 29, 21.13140681, 94.66666666666667, 'High Risk'),
(45192, 81, 12, '42:45.8', 36.068389801693044, 96.90225029452878, 117, 85, 73, 'Female', 78.03594269211538, 1.7459025526160399, 0.13801678966215705, 32, 25.60086746, 95.66666666666667, 'Low Risk'),
(45193, 77, 19, '41:45.8', 36.232240672228336, 96.39881119369961, 134, 72, 43, 'Male', 75.99004619508514, 1.9774129291016376, 0.14035986154379107, 62, 19.433989765766892, 92.66666666666666, 'Low Risk'),
(45194, 77, 16, '40:45.8', 37.40411210537697, 97.67395131, 110, 77, 18, 'Male', 82.33925436029253, 1.719970583421031, 0.054457265, 33, 27.83331222060977, 88, 'Low Risk'),
(45195, 96, 18, '39:45.8', 36.026029159694204, 97.69038513132557, 132, 79, 36, 'Female', 78.33745169, 1.9855299935302944, 0.056137484, 53, 19.870854165446104, 96.66666666666666, 'High Risk'),
(45196, 93, 12, '38:45.8', 37.353661799907265, 95.03234519273519, 110, 87, 68, 'Male', 71.67805936755838, 1.6690287268639823, 0.12362078141505024, 23, 25.73111555720922, 94.66666666666667, 'High Risk'),
(45197, 74, 19, '37:45.8', 36.19144901301672, 96.85644584299702, 114, 87, 37, 'Male', 70.4998893, 1.7508235104122467, 0.11955719237712478, 27, 22.998721568153318, 96, 'Low Risk'),
(45198, 66, 12, '36:45.8', 36.492361494476626, 96.65161424597362, 116, 86, 74, 'Female', 76.72758445911614, 1.6817633322424912, 0.12743296635537224, 30, 27.128249275889598, 96, 'Low Risk'),
(45199, 67, 16, '35:45.8', 37.309522858484726, 98.43204253697257, 136, 72, 85, 'Male', 87.50439651578334, 1.6650245515660664, 0.063602488, 64, 31.563749676981722, 93.33333333333333, 'High Risk'),
(45200, 78, 14, '34:45.8', 36.78141587955597, 95.13408246445444, 117, 83, 26, 'Female', 85.85582196, 1.569044767329071, 0.059281498403134236, 34, 34.87378458932539, 94.33333333333333, 'High Risk'),
(45201, 89, 13, '33:45.8', 36.26262645, 97.12243988110073, 124, 70, 75, 'Male', 70.98430722454458, 1.5712203591119658, 0.12150535056513145, 54, 28.753330245769032, 88, 'Low Risk'),
(45202, 77, 18, '32:45.8', 37.12289924497152, 97.54570255467489, 125, 89, 84, 'Male', 53.04011697363892, 1.9872997931631822, 0.12495275471933655, 36, 13.430052132404041, 101, 'High Risk'),
(45203, 68, 19, '31:45.8', 36.62698669560017, 97.67386694013179, 138, 70, 37, 'Male', 80.40475414300215, 1.7746207200997275, 0.091294479, 68, 25.531165005405892, 92.66666666666666, 'Low Risk'),
(45204, 88, 12, '30:45.8', 36.95711570745609, 97.71496676306887, 114, 77, 58, 'Female', 64.97730014547187, 1.9560755104564687, 0.086464254, 37, 16.982062324090112, 89.33333333333333, 'High Risk'),
(45205, 90, 13, '29:45.8', 37.293489894564296, 96.16404297966875, 117, 74, 45, 'Male', 57.75080129865486, 1.8165583938706762, 0.13505938991699998, 43, 17.500855886852005, 88.33333333333333, 'High Risk'),
(45206, 73, 18, '28:45.8', 37.08788560352723, 97.09668254, 126, 79, 51, 'Female', 67.24159115996575, 1.549643081989384, 0.13692417362042447, 47, 28.001069410806686, 94.66666666666667, 'Low Risk'),
(45207, 89, 16, '27:45.8', 36.56923133015056, 96.79632753468798, 125, 75, 63, 'Male', 70.95648371580974, 1.5312872611427681, 0.080115536, 50, 30.260684420006253, 91.66666666666666, 'High Risk'),
(45208, 64, 19, '26:45.8', 37.48843830417679, 96.16782319, 115, 70, 63, 'Female', 68.75667795674204, 1.7492344343623798, 0.13227866709663758, 45, 22.47081628852368, 85, 'Low Risk'),
(45209, 91, 15, '25:45.8', 36.96129952651761, 95.48543009709576, 119, 78, 46, 'Male', 78.79443761000783, 1.6168526278387976, 0.10092294064501361, 41, 30.14079384012339, 91.66666666666667, 'High Risk'),
(45210, 74, 13, '24:45.8', 36.49335205, 98.47832799, 118, 78, 29, 'Female', 61.48073277700952, 1.7080820103503576, 0.075286399, 40, 21.07276857866214, 91.33333333333333, 'Low Risk'),
(45211, 91, 12, '23:45.8', 37.046784391127815, 98.66666276, 111, 78, 59, 'Female', 56.241259385491574, 1.7051450254240401, 0.095739172, 33, 19.34338128044544, 89, 'High Risk'),
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(45214, 61, 14, '20:45.8', 36.45489031625288, 97.58532239771753, 114, 80, 53, 'Female', 53.247586201893164, 1.9550777947093727, 0.050415200499126005, 34, 13.930664693564468, 91.33333333333333, 'High Risk'),
(45215, 68, 17, '19:45.8', 36.23609921, 96.85081873, 113, 82, 83, 'Female', 91.73310861944876, 1.5776412502570833, 0.12417350198064987, 31, 36.85611927, 92.33333333333333, 'High Risk'),
(45216, 66, 14, '18:45.8', 36.02794088689369, 98.93635415895466, 118, 88, 23, 'Female', 57.3381059, 1.8015401404520184, 0.096317839, 30, 17.66670088703431, 98, 'High Risk'),
(45217, 99, 12, '17:45.8', 36.964432921945736, 95.57215107776389, 120, 82, 39, 'Female', 72.93574164650826, 1.9184860054253696, 0.079969273, 38, 19.816325730514443, 94.66666666666667, 'High Risk'),
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(45219, 79, 18, '15:45.8', 36.872079146943406, 96.36251459434257, 113, 72, 48, 'Female', 58.43038172690454, 1.8445270115856454, 0.093391217, 41, 17.173890304423313, 85.66666666666667, 'High Risk'),
(45220, 84, 15, '14:45.8', 36.49367864662001, 96.46550663505114, 135, 85, 48, 'Male', 71.31532112918876, 1.8214893004127002, 0.12622404324985737, 50, 21.494611163107873, 101.66666666666666, 'Low Risk'),
(45221, 78, 17, '13:45.8', 36.332422849029975, 97.52241815216837, 110, 85, 60, 'Female', 80.82265308889589, 1.6922841105715831, 0.11212430500685283, 25, 28.22191952040129, 93.33333333333333, 'Low Risk'),
(45222, 97, 19, '12:45.8', 36.010595377920886, 99.94495862385476, 123, 82, 27, 'Male', 60.36312132027903, 1.6515482504032157, 0.1299096259743666, 41, 22.130394518856058, 95.66666666666667, 'High Risk'),
(45223, 72, 15, '11:45.8', 36.059390893024805, 95.68936752447209, 110, 77, 42, 'Female', 72.14503142151449, 1.910742016678766, 0.141918711, 33, 19.76069975183785, 88, 'Low Risk'),
(45224, 98, 16, '10:45.8', 36.20559370828156, 96.64338528124868, 127, 83, 50, 'Female', 70.25880150393655, 1.838851109198598, 0.088164001, 44, 20.77818482469781, 97.66666666666667, 'High Risk'),
(45225, 84, 15, '09:45.8', 37.03082163140096, 96.75440101328543, 137, 77, 65, 'Female', 94.10405307576073, 1.676877178, 0.057042141, 60, 33.46615520742984, 97, 'High Risk'),
(45226, 71, 17, '08:45.8', 36.344354535804975, 96.72349866295973, 121, 74, 36, 'Female', 59.83522770644944, 1.5990888552821285, 0.090196409, 47, 23.39977897, 89.66666666666667, 'Low Risk'),
(45227, 99, 17, '07:45.8', 37.49975635925265, 98.77366662142632, 138, 75, 85, 'Female', 97.76783836509375, 1.500777181230899, 0.11617314171673866, 63, 43.40738041890703, 96, 'High Risk'),
(45228, 66, 19, '06:45.8', 36.46070580338567, 98.00723073217185, 118, 87, 54, 'Male', 62.78447275353498, 1.8745288853540205, 0.051436165664591554, 31, 17.867672247649615, 97.33333333333333, 'High Risk'),
(45229, 61, 12, '05:45.8', 37.05987093189988, 99.81410057501418, 129, 76, 51, 'Female', 64.25353482093641, 1.827433641, 0.13318317363855853, 53, 19.240386584273974, 93.66666666666666, 'Low Risk'),
(45230, 70, 15, '04:45.8', 36.99954359176076, 98.44901658135484, 119, 82, 22, 'Male', 67.99541533820718, 1.534387364, 0.10818731669906101, 37, 28.88082562866851, 94.33333333333333, 'Low Risk'),
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(45407, 62, 14, '07:45.8', 36.503968767821554, 98.95872140859345, 136, 73, 87, 'Male', 87.10408189926234, 1.6164163586185178, 0.09284558, 63, 33.33742361122164, 94, 'High Risk'),
(45408, 88, 13, '06:45.8', 36.99571643150504, 99.20440003424756, 113, 81, 42, 'Male', 57.11127776818753, 1.9671821932356095, 0.11896719245286864, 32, 14.758176765081242, 91.66666666666667, 'High Risk'),
(45409, 96, 14, '05:45.8', 37.04123429537811, 99.65907887, 134, 87, 84, 'Male', 75.45591760189205, 1.8325225407231636, 0.089165425, 47, 22.469564451288065, 102.66666666666667, 'High Risk'),
(45410, 71, 15, '04:45.8', 37.09897604229434, 96.50254847, 131, 88, 89, 'Female', 89.50175249546774, 1.8510997995598022, 0.10020121542484711, 43, 26.119921750661415, 102.33333333333333, 'Low Risk'),
(45411, 82, 17, '03:45.8', 36.60314259816954, 95.35828279618757, 130, 77, 38, 'Male', 91.24835977394173, 1.5293498636097922, 0.097202251, 53, 39.01318159017733, 94.66666666666666, 'High Risk'),
(45412, 93, 15, '02:45.8', 36.84131095911035, 95.88035208511346, 118, 88, 74, 'Female', 82.56457616975115, 1.5986890621287289, 0.1311630271148957, 30, 32.30470270252337, 98, 'High Risk'),
(45413, 74, 12, '01:45.8', 36.95101966265964, 96.2760779, 117, 73, 52, 'Male', 76.4409373, 1.9105588475426298, 0.096162093, 44, 20.941373637966393, 87.66666666666667, 'Low Risk'),
(45414, 78, 12, '00:45.8', 36.157340554320335, 95.68158407161421, 117, 77, 70, 'Male', 64.20029863, 1.803843928220716, 0.072932717, 40, 19.730547218955714, 90.33333333333333, 'Low Risk'),
(45415, 68, 19, '59:45.8', 37.34483999711807, 96.17486363452171, 130, 70, 71, 'Male', 82.43030452625808, 1.916114687698089, 0.099501602, 60, 22.45142465973499, 90, 'Low Risk'),
(45416, 63, 18, '58:45.8', 37.24517617813398, 97.67356390987032, 137, 84, 20, 'Female', 66.28385852118791, 1.9793108789671199, 0.064273499, 53, 16.919197431566495, 101.66666666666666, 'High Risk'),
(45417, 70, 16, '57:45.8', 36.75811210934473, 98.44880498756379, 126, 78, 21, 'Female', 97.00628765712287, 1.909423717594004, 0.1022103505495523, 48, 26.606960157570892, 94, 'Low Risk'),
(45418, 61, 15, '56:45.8', 36.47049255695616, 96.84165545280054, 121, 89, 22, 'Female', 61.05743300799991, 1.519255160127882, 0.11224403555279298, 32, 26.453132145410546, 99.66666666666667, 'Low Risk'),
(45419, 75, 13, '55:45.8', 36.17871711207911, 95.76643245661471, 138, 79, 27, 'Female', 61.02794118894161, 1.5286655687257664, 0.12764102878586103, 59, 26.115825106610316, 98.66666666666666, 'Low Risk'),
(45420, 63, 16, '54:45.8', 36.204279072395515, 98.91708541, 126, 76, 64, 'Male', 57.806325550694474, 1.6635203415097757, 0.10966713065890142, 50, 20.88907132714247, 92.66666666666666, 'Low Risk'),
(45421, 71, 12, '53:45.8', 37.19351088971621, 97.00444907166852, 134, 80, 30, 'Female', 77.83535908699726, 1.7389084135941084, 0.076179551, 54, 25.740887454412462, 98, 'Low Risk'),
(45422, 92, 18, '52:45.8', 37.39138177676947, 96.63972976858824, 110, 71, 27, 'Female', 94.18423228409326, 1.506340311140881, 0.054274701, 39, 41.50801885222774, 84, 'High Risk'),
(45423, 89, 15, '51:45.8', 36.71103768771839, 99.97246741, 126, 78, 52, 'Male', 85.12782959347075, 1.8432716790832342, 0.1321953805650507, 48, 25.054910745425705, 94, 'Low Risk'),
(45424, 90, 19, '50:45.8', 37.19835642492772, 95.30804957, 120, 72, 38, 'Female', 54.51564828455591, 1.6487858309245578, 0.091544632, 48, 20.05361568611208, 88, 'Low Risk'),
(45425, 87, 14, '49:45.8', 36.02805029329967, 95.77886519738477, 111, 79, 82, 'Female', 76.78173205, 1.5331552940860085, 0.051600598284007475, 32, 32.665221750352515, 89.66666666666667, 'High Risk'),
(45426, 84, 17, '48:45.8', 36.872093568565084, 97.83069679754465, 134, 79, 33, 'Male', 85.06020626297844, 1.5559045021474518, 0.10502849624665345, 55, 35.13666650054404, 97.33333333333333, 'High Risk'),
(45427, 82, 14, '47:45.8', 36.760702018006434, 96.08745930649671, 124, 88, 64, 'Female', 61.12894028670686, 1.6714948509846381, 0.12727225295018596, 36, 21.879469156876382, 100, 'Low Risk'),
(45428, 83, 14, '46:45.8', 36.96894560584096, 97.44765199612435, 119, 70, 86, 'Female', 60.85645243526901, 1.8107401831312453, 0.10377907544988993, 49, 18.560700088050684, 86.33333333333333, 'Low Risk'),
(45429, 97, 14, '45:45.8', 36.89104263773225, 98.50117377, 114, 83, 38, 'Female', 55.26520498477262, 1.7155613658711526, 0.14578794940500103, 31, 18.777564840871875, 93.33333333333333, 'High Risk'),
(45430, 73, 12, '44:45.8', 36.19279770005883, 97.64465694872257, 117, 75, 59, 'Male', 78.95204109784487, 1.9184643272481134, 0.053998066981968997, 42, 21.451413068370996, 89, 'Low Risk'),
(45431, 98, 13, '43:45.8', 36.52190081923999, 96.42802126379368, 138, 81, 68, 'Male', 84.09384960040353, 1.7195846917641344, 0.085507328, 57, 28.439181525719874, 100, 'High Risk'),
(45432, 90, 12, '42:45.8', 36.38596197608524, 95.96799607947739, 133, 78, 51, 'Male', 57.73419561377928, 1.8088672298150892, 0.073280653, 55, 17.64492177708135, 96.33333333333333, 'High Risk'),
(45433, 83, 12, '41:45.8', 37.00479147182026, 98.33482405, 124, 72, 76, 'Male', 53.370131771419935, 1.7429504195699486, 0.1381265885469432, 52, 17.56823809506106, 89.33333333333333, 'High Risk'),
(45434, 62, 13, '40:45.8', 36.42572438300618, 99.16423374990015, 112, 87, 53, 'Male', 88.60845350608028, 1.726276006463864, 0.11452322486240206, 25, 29.734092504314688, 95.33333333333333, 'Low Risk'),
(45435, 65, 17, '39:45.8', 37.10651236875442, 97.99248500154849, 139, 76, 77, 'Female', 85.68444972626077, 1.7143462568783967, 0.12432617233021896, 63, 29.154454839269082, 97, 'Low Risk'),
(45436, 90, 19, '38:45.8', 37.2327187, 98.40234433751142, 127, 70, 46, 'Male', 52.890882243342205, 1.8481419554208802, 0.09246837, 57, 15.484962530808854, 89, 'High Risk'),
(45437, 68, 19, '37:45.8', 37.25840380505336, 99.98479381882109, 120, 70, 88, 'Female', 92.97950729, 1.9466991993424152, 0.078023125, 50, 24.535196466964397, 86.66666666666666, 'Low Risk'),
(45438, 87, 17, '36:45.8', 36.10861071761672, 98.38610401521196, 114, 83, 75, 'Male', 75.18649118987322, 1.579377388042948, 0.071222493, 31, 30.14171685, 93.33333333333333, 'High Risk'),
(45439, 75, 13, '35:45.8', 36.06042412520906, 95.73013373, 119, 71, 40, 'Female', 97.65650441325695, 1.5944299807749345, 0.070312433, 48, 38.41406534234271, 87, 'High Risk'),
(45440, 63, 19, '34:45.8', 37.17636221503306, 96.71452979806509, 138, 75, 62, 'Female', 81.28437631457402, 1.812019561990944, 0.078543312, 63, 24.756047883844737, 96, 'Low Risk'),
(45441, 99, 12, '33:45.8', 36.209533416041964, 95.27040182737858, 110, 82, 56, 'Female', 54.70416776845944, 1.8038849644081691, 0.081125099, 28, 16.811355730965936, 91.33333333333333, 'High Risk'),
(45442, 63, 19, '32:45.8', 36.064136931838455, 99.94952838219305, 133, 75, 79, 'Male', 51.914605307321054, 1.7290429543597134, 0.077367716, 58, 17.365128104404338, 94.33333333333333, 'High Risk'),
(45443, 74, 12, '31:45.8', 37.24003519198001, 96.24931880177651, 139, 76, 18, 'Male', 94.92181570585069, 1.8805847453194908, 0.063980539, 63, 26.839858328997693, 97, 'Low Risk'),
(45444, 88, 15, '30:45.8', 37.43445124077847, 96.50595961531515, 134, 86, 55, 'Female', 64.80819893, 1.729707976894607, 0.10622678784820193, 48, 21.661292945468364, 102, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(45446, 67, 15, '28:45.8', 36.89140209996314, 99.80769786402502, 130, 75, 61, 'Female', 97.36116271, 1.5863428407285498, 0.1186947065431236, 55, 38.68936892438878, 93.33333333333333, 'High Risk'),
(45447, 73, 16, '27:45.8', 36.44657087562762, 96.02186514788157, 129, 76, 63, 'Male', 83.89565293058709, 1.8573388260424943, 0.1269874930266733, 53, 24.319642338512036, 93.66666666666666, 'Low Risk'),
(45448, 76, 12, '26:45.8', 36.47875517198098, 95.57092559188375, 123, 87, 55, 'Male', 78.35299223515197, 1.8790031061053094, 0.10723055092642317, 36, 22.192211893232738, 99, 'Low Risk'),
(45449, 95, 19, '25:45.8', 36.785005914245424, 96.41762726980677, 136, 82, 23, 'Male', 71.62442989615077, 1.6522692093794222, 0.11239585305206518, 54, 26.23611698701777, 100, 'High Risk'),
(45450, 75, 16, '24:45.8', 36.66376319499537, 98.24412590296875, 134, 76, 72, 'Female', 84.80932208768287, 1.7942240053078424, 0.086973698, 58, 26.344518535822058, 95.33333333333333, 'Low Risk'),
(45451, 87, 13, '23:45.8', 36.34860601985682, 97.74505646691037, 111, 81, 52, 'Female', 73.07663874190204, 1.512990685602553, 0.1379706641094295, 30, 31.92317321502909, 91, 'High Risk'),
(45452, 93, 18, '22:45.8', 37.21376773, 97.80461713722691, 122, 88, 58, 'Female', 84.25453069, 1.6531416785905917, 0.1276474568987413, 34, 30.829970784657647, 99.33333333333333, 'High Risk'),
(45453, 78, 18, '21:45.8', 37.331121822262986, 99.07767654, 134, 80, 28, 'Male', 79.91319026215972, 1.907294516312751, 0.088457148, 54, 21.967617016997654, 98, 'Low Risk'),
(45454, 69, 16, '20:45.8', 36.141098894113064, 97.53198283441405, 130, 81, 69, 'Male', 95.57341289494087, 1.7574018026987264, 0.12241546271100123, 49, 30.945318694393936, 97.33333333333333, 'High Risk'),
(45455, 63, 15, '19:45.8', 37.029781157293996, 96.52229186208804, 115, 72, 80, 'Female', 68.67452569499973, 1.8999458690832678, 0.083186154, 43, 19.024498318749462, 86.33333333333333, 'Low Risk'),
(45456, 65, 15, '18:45.8', 37.49501499155373, 99.08421481727567, 122, 71, 33, 'Male', 70.54523085868236, 1.6736633742223879, 0.1490406370162055, 51, 25.184389900969634, 88, 'Low Risk'),
(45457, 92, 12, '17:45.8', 36.48155512141997, 99.25765736144633, 115, 77, 69, 'Female', 94.26844918649775, 1.8066086647283701, 0.13620575184572564, 38, 28.88272630640904, 89.66666666666667, 'High Risk'),
(45458, 92, 15, '16:45.8', 37.0527495, 98.68346162423055, 135, 85, 77, 'Female', 70.96379539614632, 1.9389265444193402, 0.05599696, 50, 18.87618054028124, 101.66666666666666, 'High Risk'),
(45459, 60, 13, '15:45.8', 37.28730371207685, 95.24938423762424, 128, 73, 45, 'Male', 70.62146867325836, 1.9436509211053288, 0.1143215475942408, 55, 18.693912609616493, 91.33333333333333, 'Low Risk'),
(45460, 82, 12, '14:45.8', 36.360159858722575, 95.27682028520239, 120, 73, 66, 'Female', 97.98181467755579, 1.5362044040455634, 0.1408663889417564, 47, 41.51905564807823, 88.66666666666667, 'High Risk'),
(45461, 61, 15, '13:45.8', 36.93262649125841, 95.98147374071034, 110, 88, 39, 'Male', 73.19703050470096, 1.7622615856422228, 0.12584858659919024, 22, 23.569627227537747, 95.33333333333333, 'Low Risk'),
(45462, 64, 13, '12:45.8', 36.21623892604904, 96.28361182849011, 123, 85, 52, 'Male', 95.88468244900382, 1.5081385039002475, 0.059646363332885644, 38, 42.156716613677084, 97.66666666666667, 'High Risk'),
(45463, 84, 17, '11:45.8', 36.568110509689454, 98.01456824485759, 118, 80, 53, 'Female', 81.87777065951008, 1.9422371376879135, 0.092095267, 38, 21.705085514588564, 92.66666666666667, 'Low Risk'),
(45464, 61, 12, '10:45.8', 36.71514710634559, 96.86969561350764, 118, 74, 48, 'Male', 97.48591724348103, 1.663042041623915, 0.10819602756501334, 44, 35.24807677084024, 88.66666666666667, 'High Risk'),
(45465, 62, 12, '09:45.8', 36.50216925616804, 99.76576725175293, 112, 72, 50, 'Female', 58.067650611436896, 1.6344285630524549, 0.084838526, 40, 21.73713829, 85.33333333333333, 'Low Risk'),
(45466, 91, 17, '08:45.8', 36.77428545625621, 95.14742356129838, 135, 71, 78, 'Female', 95.25399356865975, 1.886334138149838, 0.13779549176520622, 64, 26.769850370256606, 92.33333333333333, 'High Risk'),
(45467, 72, 12, '07:45.8', 36.79493092838104, 98.09129928606987, 138, 79, 21, 'Female', 98.93062539620337, 1.9588946343547693, 0.083829137, 59, 25.781524912069013, 98.66666666666666, 'Low Risk'),
(45468, 84, 14, '06:45.8', 36.20900344, 97.00769687, 122, 73, 39, 'Female', 73.03950894157671, 1.598404272441185, 0.1113517681522232, 49, 28.588053175102825, 89.33333333333333, 'Low Risk'),
(45469, 95, 16, '05:45.8', 36.476098633049155, 99.83046867334295, 139, 77, 57, 'Female', 98.43219930721807, 1.819413200318049, 0.14261228226928468, 62, 29.735449380040247, 97.66666666666666, 'High Risk'),
(45470, 70, 17, '04:45.8', 37.308278216877675, 97.54751810057208, 120, 85, 84, 'Female', 80.12886452150852, 1.6071485079656485, 0.071102045, 35, 31.022512603075786, 96.66666666666667, 'High Risk'),
(45471, 80, 19, '03:45.8', 36.45452163274795, 98.86628722543914, 122, 79, 47, 'Female', 62.805294809964664, 1.9237478891636155, 0.056449545, 43, 16.970707410816257, 93.33333333333333, 'High Risk'),
(45472, 76, 16, '02:45.8', 37.06994503407206, 98.78927721426984, 116, 89, 87, 'Female', 99.17241847, 1.590958506416155, 0.11794224666240662, 27, 39.180790889524786, 98, 'High Risk'),
(45473, 66, 19, '01:45.8', 37.042331571708594, 99.17185086044293, 129, 88, 41, 'Female', 91.09604270911618, 1.705108480818447, 0.11238965931408215, 41, 31.33253131, 101.66666666666667, 'High Risk'),
(45474, 79, 12, '00:45.8', 36.77569559883667, 95.19903996004746, 116, 76, 37, 'Female', 86.78602588770258, 1.7816683462918317, 0.13014691893500757, 40, 27.339846575511846, 89.33333333333333, 'Low Risk'),
(45475, 85, 16, '59:45.8', 37.315304130861584, 99.00741469190477, 138, 85, 77, 'Male', 62.60747635, 1.5969094347934945, 0.11550693884503378, 53, 24.550798651414002, 102.66666666666666, 'Low Risk'),
(45476, 68, 14, '58:45.8', 36.508389208354615, 95.14977324082516, 121, 78, 42, 'Female', 59.00723536, 1.6220455016991155, 0.068006268, 43, 22.427414078282943, 92.33333333333333, 'Low Risk'),
(45477, 82, 12, '57:45.8', 36.121748353670384, 96.84905501932387, 123, 87, 36, 'Female', 96.68992023554893, 1.8073050082057955, 0.1335932229227967, 36, 29.601812117356374, 99, 'Low Risk'),
(45478, 88, 15, '56:45.8', 36.98047058173894, 97.69823923491529, 122, 70, 24, 'Female', 66.48509376, 1.824835947137047, 0.14249842666202409, 52, 19.965336332405624, 87.33333333333333, 'Low Risk'),
(45479, 68, 13, '55:45.8', 37.07639771683133, 98.11195747913534, 112, 82, 66, 'Male', 54.87856781918046, 1.7748892093164437, 0.066935546, 30, 17.42048615853131, 92, 'High Risk'),
(45480, 82, 13, '54:45.8', 36.11029772464845, 99.09496347, 115, 77, 71, 'Female', 88.48817755581372, 1.791433448223783, 0.085102517, 38, 27.572991899794026, 89.66666666666667, 'Low Risk'),
(45481, 81, 18, '53:45.8', 36.16149408, 96.39308574014215, 124, 75, 36, 'Female', 85.10452774023477, 1.926671515760446, 0.10352780442738277, 49, 22.926476400854597, 91.33333333333333, 'Low Risk'),
(45482, 71, 15, '52:45.8', 37.22626701, 98.92582642, 138, 84, 47, 'Male', 72.58522198, 1.8778023331265414, 0.1159515777651756, 54, 20.584885738442456, 102, 'Low Risk'),
(45483, 75, 18, '51:45.8', 37.40261168, 99.72400765059095, 113, 77, 26, 'Male', 64.97164806891831, 1.6872508926228442, 0.10806707922064585, 36, 22.822570119160577, 89, 'Low Risk'),
(45484, 93, 13, '50:45.8', 36.54326156010348, 96.50280686232725, 127, 81, 82, 'Male', 64.32208568892689, 1.538795613708825, 0.14510908076112902, 46, 27.164282533950196, 96.33333333333333, 'High Risk'),
(45485, 83, 12, '49:45.8', 36.50872295065583, 99.72225749901361, 130, 78, 31, 'Male', 66.78645614699393, 1.871356660628893, 0.092894998, 52, 19.071078982366064, 95.33333333333333, 'Low Risk'),
(45486, 78, 12, '48:45.8', 37.26883612548951, 96.32541260199349, 119, 88, 18, 'Female', 95.14879342620037, 1.8804091600308082, 0.14608659013348585, 31, 26.909062612280838, 98.33333333333333, 'Low Risk'),
(45487, 98, 12, '47:45.8', 36.733882337226156, 95.41060848617607, 120, 89, 47, 'Female', 79.36759810110398, 1.9726446415859675, 0.14513798497291572, 31, 20.396024417451176, 99.33333333333333, 'High Risk'),
(45488, 77, 12, '46:45.8', 37.37036505220121, 99.00961237226318, 115, 88, 34, 'Female', 54.10426670124794, 1.7759664506049617, 0.062742952, 27, 17.153865499062046, 97, 'High Risk'),
(45489, 90, 15, '45:45.8', 37.272900145658255, 95.65009350372137, 138, 80, 45, 'Female', 73.50223349034982, 1.8520203825362853, 0.10597884189929699, 58, 21.429350684915008, 99.33333333333333, 'Low Risk'),
(45490, 80, 18, '44:45.8', 36.70356217004206, 98.92643147322538, 127, 80, 70, 'Male', 76.7242499, 1.7366295863122292, 0.092386014, 47, 25.44006753579543, 95.66666666666667, 'Low Risk'),
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(45668, 62, 16, '46:45.8', 37.28159657674033, 97.85726709081696, 114, 86, 87, 'Female', 72.40347957820502, 1.769671096637345, 0.080818358, 28, 23.119280944156227, 95.33333333333333, 'Low Risk'),
(45669, 60, 12, '45:45.8', 36.387217484840924, 97.67792414321912, 119, 87, 66, 'Male', 97.97618585, 1.9936334754283063, 0.070229354, 32, 24.650736191390017, 97.66666666666667, 'Low Risk'),
(45670, 70, 15, '44:45.8', 36.40588383852756, 97.92007359680234, 124, 76, 28, 'Male', 69.09801422126687, 1.8087192283862312, 0.1319602486598172, 48, 21.121426945250025, 92, 'Low Risk'),
(45671, 95, 15, '43:45.8', 36.73339573515729, 95.11638260982954, 122, 87, 42, 'Male', 84.91932704747276, 1.6092371931322202, 0.11318061160185626, 35, 32.79188791, 98.66666666666667, 'High Risk'),
(45672, 69, 16, '42:45.8', 36.837052785600015, 96.3140885, 116, 77, 67, 'Male', 92.57152550074423, 1.6054094722533532, 0.13828319122267219, 39, 35.91747337019039, 90, 'High Risk'),
(45673, 97, 14, '41:45.8', 37.304365578147795, 99.31651682561682, 131, 86, 87, 'Male', 50.60923016197664, 1.6875618332100917, 0.063340725, 45, 17.770937601363638, 101, 'High Risk'),
(45674, 61, 19, '40:45.8', 37.49687122323277, 99.15500492901518, 126, 81, 48, 'Female', 98.81709699, 1.8254151236775238, 0.099850707, 45, 29.655742527276544, 96, 'Low Risk'),
(45675, 81, 18, '39:45.8', 36.540874411085255, 96.39612244408742, 138, 85, 65, 'Female', 58.20570487563545, 1.6768015995935435, 0.099767858, 53, 20.701518056626625, 102.66666666666666, 'Low Risk'),
(45676, 65, 17, '38:45.8', 36.481144597561695, 95.17742329, 112, 77, 33, 'Male', 69.38107357, 1.7353895982265886, 0.07312373, 35, 23.038119974109577, 88.66666666666667, 'Low Risk'),
(45677, 69, 14, '37:45.8', 36.97131990826838, 98.20838841052817, 128, 76, 67, 'Female', 91.33197884721443, 1.9026076777445349, 0.1318538954847556, 52, 25.230414039322582, 93.33333333333333, 'Low Risk'),
(45678, 85, 15, '36:45.8', 36.71158741432212, 97.24695963, 124, 82, 27, 'Male', 95.00167498033991, 1.5590271635951567, 0.1113630155651471, 42, 39.08624033669968, 96, 'High Risk'),
(45679, 87, 16, '35:45.8', 36.89467332458001, 99.00241301176072, 118, 83, 54, 'Male', 88.91665591920491, 1.9317499436289713, 0.062263479, 35, 23.82765505825795, 94.66666666666667, 'Low Risk'),
(45680, 80, 12, '34:45.8', 37.267449886827784, 97.21800758429895, 137, 88, 87, 'Female', 87.24411138895374, 1.957255295014894, 0.075121711, 49, 22.77409722013676, 104.33333333333333, 'Low Risk'),
(45681, 91, 13, '33:45.8', 37.340654794111515, 99.43922583307918, 127, 82, 37, 'Male', 75.27181570582204, 1.7739202595307835, 0.071791179, 45, 23.920166855783364, 97, 'High Risk'),
(45682, 88, 16, '32:45.8', 37.32671276430743, 99.45839731637751, 132, 88, 34, 'Female', 66.50434891168743, 1.9480262086438958, 0.10186891222667879, 44, 17.525097986979087, 102.66666666666667, 'High Risk'),
(45683, 79, 16, '31:45.8', 36.03700379947399, 96.93091210190524, 125, 79, 82, 'Female', 94.18938314188732, 1.5603964195296367, 0.13249684312590898, 46, 38.68406126584007, 94.33333333333333, 'High Risk'),
(45684, 61, 16, '30:45.8', 36.87153566419465, 97.35438908051442, 125, 79, 86, 'Female', 82.28455592186226, 1.9849198826920345, 0.059974553, 46, 20.88489833902376, 94.33333333333333, 'Low Risk'),
(45685, 75, 14, '29:45.8', 36.52447671368495, 95.95854727816364, 138, 76, 28, 'Male', 62.26439290642164, 1.769443820754809, 0.10265146672557601, 62, 19.886859295036686, 96.66666666666666, 'Low Risk'),
(45686, 92, 16, '28:45.8', 37.274871000783364, 98.79303251596001, 119, 77, 41, 'Female', 60.182024111221324, 1.9557317791584103, 0.14248531814964083, 42, 15.734328199448072, 91, 'High Risk'),
(45687, 65, 16, '27:45.8', 37.490924508672215, 99.65840014994077, 137, 71, 62, 'Male', 63.133982883499776, 1.8098809191314356, 0.09549774, 66, 19.273615256070993, 93, 'Low Risk'),
(45688, 99, 18, '26:45.8', 36.02445108941744, 96.78163867044026, 132, 74, 29, 'Male', 61.571282429365255, 1.8146184119755073, 0.075328863, 58, 18.69853463, 93.33333333333333, 'High Risk'),
(45689, 61, 19, '25:45.8', 36.554110142309135, 98.27405478828649, 130, 71, 83, 'Female', 71.27843746852469, 1.9421684831829449, 0.075734206, 59, 18.89663028843535, 90.66666666666666, 'Low Risk'),
(45690, 72, 14, '24:45.8', 36.91966689492256, 98.55643318602833, 111, 80, 62, 'Female', 63.17778827031561, 1.9404042395209802, 0.11998783463256739, 31, 16.779537589992607, 90.33333333333333, 'High Risk'),
(45691, 64, 15, '23:45.8', 37.41149893530062, 98.33886699601574, 118, 80, 48, 'Female', 88.02264678518424, 1.730273436589504, 0.11830214914367543, 38, 29.401192286841024, 92.66666666666667, 'Low Risk'),
(45692, 91, 19, '22:45.8', 37.24508607051749, 95.09499063033817, 131, 89, 24, 'Female', 88.51116398825063, 1.7357640603482423, 0.10475121542707244, 42, 29.377624016324848, 103, 'High Risk'),
(45693, 72, 19, '21:45.8', 36.98737736460031, 98.94375620536663, 129, 87, 62, 'Male', 81.97286860894435, 1.6254221220547942, 0.10341886397902134, 42, 31.026858200866688, 101, 'High Risk'),
(45694, 60, 19, '20:45.8', 37.13061056, 95.11519270850943, 121, 80, 28, 'Female', 85.61242671672059, 1.8589372452931594, 0.084403048, 41, 24.77463983501477, 93.66666666666667, 'Low Risk'),
(45695, 73, 14, '19:45.8', 37.33910902, 99.29465531994828, 119, 83, 79, 'Female', 91.19370251394548, 1.668405667493137, 0.087714707, 36, 32.76133086053288, 95, 'High Risk'),
(45696, 71, 18, '18:45.8', 37.384652191143935, 95.78161709376162, 133, 78, 66, 'Male', 63.13424948, 1.5344467377851245, 0.13158795075156915, 55, 26.81398645307604, 96.33333333333333, 'Low Risk'),
(45697, 69, 14, '17:45.8', 37.24554426681243, 97.97036801725662, 130, 82, 32, 'Female', 89.79061222321589, 1.8523282045635896, 0.13438691248361795, 48, 26.16947762, 98, 'Low Risk'),
(45698, 76, 15, '16:45.8', 36.386747973975005, 97.19099793655123, 117, 75, 34, 'Female', 98.85941169028611, 1.8013277788343238, 0.054736856, 42, 30.467198965980106, 89, 'High Risk'),
(45699, 78, 17, '15:45.8', 36.15728944345158, 97.64652912, 116, 82, 52, 'Female', 67.16521039907511, 1.6938909947275675, 0.061592093, 34, 23.408493310088563, 93.33333333333333, 'Low Risk'),
(45700, 76, 18, '14:45.8', 36.97071955419152, 97.02644998534389, 133, 70, 73, 'Female', 95.88978235163117, 1.563945709573523, 0.066452899, 63, 39.20387419618651, 91, 'High Risk'),
(45701, 92, 19, '13:45.8', 36.322964921658105, 99.49385471309608, 134, 88, 53, 'Male', 72.92904423593244, 1.654603403057697, 0.1402815756776164, 46, 26.638679674897674, 103.33333333333333, 'High Risk'),
(45702, 60, 19, '12:45.8', 36.82867670017275, 96.65976575112335, 118, 74, 31, 'Male', 58.834766654835775, 1.7971144016076126, 0.12586759659378144, 44, 18.217240267582735, 88.66666666666667, 'High Risk'),
(45703, 87, 13, '11:45.8', 36.885166396220534, 98.1402341, 120, 75, 83, 'Male', 96.97703989975919, 1.6710192228564553, 0.057678934, 45, 34.730099847593394, 90, 'High Risk'),
(45704, 99, 15, '10:45.8', 36.30351815, 98.19165782358307, 114, 87, 29, 'Female', 68.89080921502173, 1.8605422554051234, 0.059579100643476046, 27, 19.90133500610568, 96, 'High Risk'),
(45705, 79, 16, '09:45.8', 36.59937883718054, 98.22170628433418, 111, 80, 41, 'Male', 73.60978263484421, 1.6032342401785302, 0.11365631857965809, 31, 28.637926908198512, 90.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(45706, 77, 13, '08:45.8', 37.06912485147761, 95.18123720443245, 133, 78, 70, 'Female', 87.24731118326406, 1.8269083801211772, 0.11664991634462796, 55, 26.14077841334026, 96.33333333333333, 'Low Risk'),
(45707, 98, 18, '07:45.8', 37.404731435266044, 97.62518151421273, 139, 88, 38, 'Male', 69.47166080834921, 1.7273506658169997, 0.1343384799948859, 51, 23.283413868107832, 105, 'High Risk'),
(45708, 96, 12, '06:45.8', 36.276867314160754, 98.36065419529983, 113, 85, 84, 'Male', 81.88127844, 1.5313771010635766, 0.062087561, 28, 34.91566495247896, 94.33333333333333, 'High Risk'),
(45709, 79, 16, '05:45.8', 36.515373685075424, 95.43425906917912, 130, 81, 48, 'Male', 56.72276791915504, 1.654017156543948, 0.10466846603414885, 49, 20.73372791408994, 97.33333333333333, 'Low Risk'),
(45710, 87, 16, '04:45.8', 36.602230014636284, 95.85426210445073, 133, 84, 49, 'Male', 81.21261128380141, 1.7674899383235343, 0.059219158790031826, 49, 25.99618233956797, 100.33333333333333, 'Low Risk'),
(45711, 89, 18, '03:45.8', 36.373968089934436, 98.17687269213928, 124, 89, 23, 'Male', 84.68398694853494, 1.8842942516003072, 0.1230233110087306, 35, 23.850849395501623, 100.66666666666667, 'Low Risk'),
(45712, 80, 14, '02:45.8', 36.27635005005111, 98.33116570216845, 138, 85, 57, 'Female', 69.33353365860867, 1.6336642762226488, 0.069363851, 53, 25.97871768623114, 102.66666666666666, 'Low Risk'),
(45713, 78, 18, '01:45.8', 36.23323235227486, 95.8001884, 118, 71, 73, 'Male', 88.18236404454592, 1.8823719414101028, 0.11136156360631976, 47, 24.886903064346768, 86.66666666666667, 'Low Risk'),
(45714, 94, 17, '00:45.8', 37.36155608514963, 99.90819937668088, 135, 86, 76, 'Female', 93.35251849653739, 1.7848574892793474, 0.083288912, 49, 29.30346300940686, 102.33333333333333, 'High Risk'),
(45715, 96, 13, '59:45.8', 36.78067340762315, 99.28545387, 133, 72, 51, 'Female', 56.51950802334072, 1.648520514598446, 0.1222393317029638, 61, 20.797429505365113, 92.33333333333333, 'High Risk'),
(45716, 96, 17, '58:45.8', 36.97142371611353, 95.89962637741355, 138, 77, 36, 'Female', 70.80732632795966, 1.9900201527361203, 0.13842180436650103, 61, 17.879824301841257, 97.33333333333333, 'High Risk'),
(45717, 84, 19, '57:45.8', 36.209221869058744, 99.63407909503377, 117, 72, 68, 'Female', 77.29661918, 1.7393372372729297, 0.087318065, 45, 25.55011795242034, 87, 'Low Risk'),
(45718, 93, 13, '56:45.8', 36.33511822027066, 97.79015137, 119, 75, 35, 'Male', 61.757778277943544, 1.5620807767357694, 0.073449944, 44, 25.309565419748505, 89.66666666666667, 'High Risk'),
(45719, 91, 14, '55:45.8', 36.88764077894308, 99.53607477793943, 136, 71, 36, 'Male', 66.99940593173493, 1.929712180713942, 0.058696651529496414, 65, 17.992266512787836, 92.66666666666666, 'High Risk'),
(45720, 86, 18, '54:45.8', 37.43012425343353, 98.86403378236646, 120, 81, 62, 'Female', 60.78251514610254, 1.7957857591276662, 0.050042458406494655, 39, 18.848188676255848, 94, 'Low Risk'),
(45721, 84, 13, '53:45.8', 36.22907515833925, 96.06158155524888, 136, 71, 63, 'Female', 57.52457958447872, 1.8303123800715486, 0.10246623189159809, 65, 17.171293791616012, 92.66666666666666, 'High Risk'),
(45722, 81, 18, '52:45.8', 37.14744016944394, 96.70738755353506, 129, 87, 60, 'Male', 63.12164528916047, 1.7137212684607883, 0.14069281682268447, 42, 21.49304446097741, 101, 'Low Risk'),
(45723, 83, 14, '51:45.8', 36.043999090750646, 95.07514076478179, 132, 70, 85, 'Female', 75.5996114, 1.9554367213731405, 0.14133039377480147, 62, 19.771154502156985, 90.66666666666666, 'Low Risk'),
(45724, 81, 17, '50:45.8', 37.202300118861366, 96.77600265, 132, 82, 27, 'Female', 82.34410280263492, 1.6599600620687958, 0.066585356, 50, 29.883896493793202, 98.66666666666666, 'Low Risk'),
(45725, 83, 17, '49:45.8', 36.26252521981969, 97.76576121331547, 119, 78, 50, 'Male', 67.60122943902977, 1.9916678938037766, 0.13729827860462876, 41, 17.042007394108637, 91.66666666666667, 'High Risk'),
(45726, 62, 17, '48:45.8', 36.20526955523659, 98.63062278988376, 130, 70, 27, 'Male', 50.573626937218776, 1.6133877967091153, 0.091037427, 60, 19.428826282587163, 90, 'Low Risk'),
(45727, 70, 13, '47:45.8', 36.573888563740496, 97.83008558142978, 126, 70, 70, 'Female', 69.61564372, 1.7888103252039909, 0.13375982264401642, 56, 21.755960281541363, 88.66666666666666, 'Low Risk'),
(45728, 70, 16, '46:45.8', 37.287393034767796, 98.73954501708282, 123, 80, 80, 'Male', 57.960235854460905, 1.8371512411911042, 0.075764434, 43, 17.17276880057972, 94.33333333333333, 'High Risk'),
(45729, 80, 12, '45:45.8', 37.29799944901187, 97.98973767572016, 114, 79, 42, 'Male', 71.34916589357007, 1.9376505907870594, 0.12092719376628999, 35, 19.003691437903093, 90.66666666666667, 'Low Risk'),
(45730, 99, 12, '44:45.8', 36.60817958642999, 99.02068081197461, 128, 81, 43, 'Female', 78.24051651989619, 1.861775493828008, 0.10770996927760788, 47, 22.57236633195272, 96.66666666666667, 'High Risk'),
(45731, 88, 12, '43:45.8', 37.01540933817957, 97.63315931597583, 137, 85, 75, 'Male', 90.35457001308197, 1.5089682738828953, 0.072837096, 52, 39.68166677855361, 102.33333333333333, 'High Risk'),
(45732, 87, 14, '42:45.8', 36.24315422040055, 99.14010258814335, 121, 75, 48, 'Male', 77.79057432139544, 1.8799260184762896, 0.10097718626809665, 46, 22.011288222219864, 90.33333333333333, 'Low Risk'),
(45733, 65, 15, '41:45.8', 37.21127491555874, 95.21758118710025, 125, 88, 64, 'Male', 80.12437665058684, 1.6949778380183622, 0.14017029511752516, 37, 27.88923588572178, 100.33333333333333, 'Low Risk'),
(45734, 79, 15, '40:45.8', 37.41760734639809, 95.40960800525694, 115, 70, 58, 'Male', 61.284990857975075, 1.9254054168570631, 0.0517723, 45, 16.531404288735054, 85, 'High Risk'),
(45735, 71, 15, '39:45.8', 37.49555378, 98.54509075455701, 133, 80, 38, 'Female', 62.61744023333702, 1.5959983479061106, 0.1383491035094692, 53, 24.58274832993842, 97.66666666666666, 'Low Risk'),
(45736, 89, 12, '38:45.8', 36.35680422, 95.04896695998735, 126, 77, 88, 'Female', 93.20852137412274, 1.6208487996238141, 0.12785547637838626, 49, 35.47893796796561, 93.33333333333333, 'High Risk'),
(45737, 76, 16, '37:45.8', 36.739397783139275, 95.54727187239179, 132, 78, 20, 'Female', 59.91433044257704, 1.666000200135152, 0.11673631281637531, 54, 21.58641945889952, 96, 'Low Risk'),
(45738, 70, 18, '36:45.8', 36.972187859242716, 95.39418383134553, 128, 71, 18, 'Male', 62.96418469337931, 1.8982324534732506, 0.069081044, 57, 17.47409916257938, 90, 'High Risk'),
(45739, 98, 13, '35:45.8', 36.38134364099015, 95.55549936659813, 113, 70, 70, 'Male', 90.49430209922615, 1.8577599894171994, 0.097656356, 43, 26.22056373, 84.33333333333333, 'High Risk'),
(45740, 75, 16, '34:45.8', 36.07333559440237, 95.65371502, 130, 76, 52, 'Female', 56.559968827197984, 1.8713177141147377, 0.059078129767347526, 54, 16.151546201440443, 94, 'High Risk'),
(45741, 81, 17, '33:45.8', 36.71912230750933, 99.71400008, 112, 76, 67, 'Male', 88.17570321410167, 1.8723961585513957, 0.092913651, 36, 25.150895283144525, 88, 'Low Risk'),
(45742, 96, 15, '32:45.8', 37.05513833853279, 98.81564769014207, 120, 75, 35, 'Female', 82.00623459300573, 1.8001233075569933, 0.070582305, 45, 25.307098828612776, 90, 'High Risk'),
(45743, 67, 14, '31:45.8', 37.427329447775946, 96.34084607222542, 110, 84, 50, 'Male', 79.19391610405654, 1.6997736269486863, 0.080371919, 26, 27.410038525685767, 92.66666666666667, 'Low Risk'),
(45744, 66, 15, '30:45.8', 37.12511832800419, 97.96621198052962, 117, 88, 51, 'Male', 59.627520778621964, 1.9603585887541382, 0.11961773698569562, 29, 15.515855019759435, 97.66666666666667, 'High Risk'),
(45745, 76, 13, '29:45.8', 36.93271937328788, 98.6831353, 130, 74, 82, 'Female', 90.97290459302938, 1.6116085774793976, 0.06683936, 56, 35.02619174, 92.66666666666666, 'High Risk'),
(45746, 98, 16, '28:45.8', 36.740321523630165, 99.43822708934556, 120, 71, 27, 'Male', 67.51611654244067, 1.6021456822368547, 0.14909105536455103, 49, 26.302888669534802, 87.33333333333333, 'High Risk'),
(45747, 76, 13, '27:45.8', 36.53469208386771, 95.98337976308486, 126, 70, 46, 'Male', 67.51216974557445, 1.7094883356893813, 0.056334737, 56, 23.102010779376112, 88.66666666666666, 'Low Risk'),
(45748, 89, 12, '26:45.8', 36.611381410877044, 99.62015994554787, 111, 72, 43, 'Female', 92.54637995510382, 1.8759973653310125, 0.12854243547052402, 39, 26.29632068337191, 85, 'Low Risk'),
(45749, 75, 13, '25:45.8', 37.39883523408095, 98.65988222338655, 111, 83, 81, 'Female', 95.25427225523052, 1.7611502993257613, 0.076324925, 28, 30.71083477598072, 92.33333333333333, 'High Risk'),
(45750, 71, 15, '24:45.8', 36.61296232671211, 96.96722647719528, 131, 83, 81, 'Male', 65.32707983242975, 1.6598905987057282, 0.1099845152567043, 48, 23.71015073557914, 99, 'Low Risk'),
(45751, 64, 16, '23:45.8', 37.02157083882447, 99.62440210439027, 126, 73, 61, 'Male', 64.63577989843792, 1.6911405630239897, 0.11316138827808453, 53, 22.60026754610024, 90.66666666666666, 'Low Risk'),
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(45928, 92, 16, '26:45.8', 36.21734464991566, 95.55031894, 137, 71, 62, 'Female', 98.04585958673549, 1.955531117679283, 0.060466226, 66, 25.638924069485796, 93, 'High Risk'),
(45929, 95, 14, '25:45.8', 37.06727773418186, 98.35331831745648, 123, 73, 36, 'Female', 57.34788645237484, 1.7528488594120486, 0.10238483955266806, 50, 18.665020701196855, 89.66666666666666, 'High Risk'),
(45930, 70, 14, '24:45.8', 36.24122281518553, 96.15367275317526, 132, 76, 36, 'Male', 54.34740533556817, 1.7237403550070602, 0.052618115020095106, 56, 18.29090173018688, 94.66666666666666, 'High Risk'),
(45931, 91, 14, '23:45.8', 36.73382654754751, 96.78267077190354, 125, 72, 27, 'Female', 96.89775089958948, 1.604284044037326, 0.107710719, 53, 37.64880262460632, 89.66666666666666, 'High Risk'),
(45932, 86, 17, '22:45.8', 37.21629180722215, 95.52388701449432, 126, 85, 30, 'Female', 72.86412453982228, 1.7382081643669736, 0.075226484, 41, 24.11627237713745, 98.66666666666667, 'Low Risk'),
(45933, 71, 15, '21:45.8', 36.080295843712385, 98.23928637759767, 112, 79, 32, 'Male', 90.27715611997125, 1.8446670664038762, 0.063379159, 33, 26.53028291338639, 90, 'Low Risk'),
(45934, 61, 18, '20:45.8', 36.00343216, 99.23442624469479, 121, 83, 75, 'Male', 70.34226891845194, 1.8187311771886947, 0.075683483, 38, 21.265683662079002, 95.66666666666667, 'Low Risk'),
(45935, 98, 18, '19:45.8', 36.867078650570825, 96.70892530559229, 118, 84, 44, 'Female', 89.59784993, 1.5340536077703342, 0.13622145090877696, 34, 38.07294884720602, 95.33333333333333, 'High Risk'),
(45936, 98, 14, '18:45.8', 36.711704257649906, 97.17249409, 131, 76, 66, 'Female', 75.87388655223808, 1.6607336811783049, 0.080242672, 55, 27.510111055148997, 94.33333333333333, 'High Risk'),
(45937, 62, 12, '17:45.8', 37.26332066026695, 96.31510189177126, 115, 75, 28, 'Female', 78.05873627859395, 1.8617336796294506, 0.13164336009732266, 40, 22.52093438310886, 88.33333333333333, 'Low Risk'),
(45938, 70, 16, '16:45.8', 36.471338580965046, 98.32416734384623, 119, 82, 39, 'Female', 96.06312119272249, 1.703532412710654, 0.11099006073573109, 37, 33.10212625714685, 94.33333333333333, 'High Risk'),
(45939, 93, 14, '15:45.8', 36.722365915068515, 98.88362503523875, 125, 80, 86, 'Male', 78.02772772, 1.6342200413073604, 0.072081697, 45, 29.216480301081912, 95, 'High Risk'),
(45940, 61, 17, '14:45.8', 36.856346502985936, 99.78706464507657, 136, 75, 78, 'Female', 72.83852833762145, 1.6089494141150067, 0.14985937539470268, 61, 28.136908781419532, 95.33333333333333, 'Low Risk'),
(45941, 79, 15, '13:45.8', 36.04218884178968, 97.43314545485008, 112, 82, 43, 'Female', 83.42114857, 1.8466994131673475, 0.10086362595652171, 30, 24.461537053461253, 92, 'Low Risk'),
(45942, 86, 12, '12:45.8', 36.98267626513537, 95.55570558196494, 123, 78, 25, 'Male', 87.43723904938098, 1.636493603222921, 0.073450042, 45, 32.64884421, 93, 'High Risk'),
(45943, 87, 14, '11:45.8', 37.22659818630079, 95.11887884146871, 120, 83, 29, 'Male', 74.27085464652717, 1.664665643667382, 0.07398285, 37, 26.801826323703377, 95.33333333333333, 'Low Risk'),
(45944, 94, 19, '10:45.8', 37.04483405009138, 95.88249256, 114, 82, 59, 'Female', 60.30370141798126, 1.9755152011086659, 0.092132784, 32, 15.451947295124771, 92.66666666666667, 'High Risk'),
(45945, 86, 18, '09:45.8', 37.373052388030715, 99.43268413887596, 131, 77, 67, 'Male', 51.468218654874335, 1.7555402010404735, 0.14690777028488877, 54, 16.700042608853806, 95, 'High Risk'),
(45946, 94, 12, '08:45.8', 36.99446199041202, 97.92631241978087, 122, 88, 86, 'Female', 76.17197188357132, 1.7134917285156261, 0.099507377, 34, 25.943655798621794, 99.33333333333333, 'High Risk'),
(45947, 82, 14, '07:45.8', 36.13881626087021, 97.17811313840015, 115, 73, 25, 'Female', 75.13316760019438, 1.6370830104228458, 0.14608496012696437, 42, 28.03433741618935, 87, 'Low Risk'),
(45948, 73, 19, '06:45.8', 36.77559612704617, 97.35374155082786, 123, 89, 81, 'Female', 76.86754318898582, 1.9200599978855484, 0.059318023, 34, 20.850352474504675, 100.33333333333333, 'Low Risk'),
(45949, 90, 18, '05:45.8', 36.06045285875943, 98.78373721858178, 119, 85, 60, 'Female', 62.877888320274465, 1.710496774977334, 0.1248843286244975, 34, 21.49084186996259, 96.33333333333333, 'Low Risk'),
(45950, 89, 15, '04:45.8', 37.132457624929955, 95.56169907734366, 138, 82, 43, 'Male', 82.19265293430954, 1.700305137664741, 0.11327448566500194, 56, 28.430157407249823, 100.66666666666666, 'Low Risk'),
(45951, 72, 19, '03:45.8', 37.29465028614877, 95.30909632451245, 121, 81, 63, 'Female', 64.21754172042132, 1.8451485163124601, 0.10704839595625332, 40, 18.862142427019105, 94.33333333333333, 'Low Risk'),
(45952, 91, 19, '02:45.8', 37.13437988513869, 96.75155305, 128, 77, 25, 'Female', 53.85347721167707, 1.7359057884053886, 0.089810451, 51, 17.871518187012594, 94, 'High Risk'),
(45953, 63, 18, '01:45.8', 36.42155099669276, 95.57611839342796, 133, 71, 30, 'Female', 75.63864534645113, 1.6412680506739399, 0.087232027, 62, 28.079198772498458, 91.66666666666666, 'Low Risk'),
(45954, 71, 18, '00:45.8', 37.29544238389519, 98.14883486890335, 128, 84, 20, 'Female', 69.19210237034534, 1.5267366729439589, 0.1242187994763295, 44, 29.68439837124225, 98.66666666666667, 'Low Risk'),
(45955, 98, 15, '59:45.8', 36.80703224948714, 97.65269634721709, 118, 77, 34, 'Male', 76.60356567, 1.8171189490984443, 0.1303950345342616, 41, 23.19969474870322, 90.66666666666667, 'High Risk'),
(45956, 69, 14, '58:45.8', 36.93933222467937, 97.19003547915528, 119, 89, 47, 'Female', 75.78879931009376, 1.908473672149063, 0.0922962, 30, 20.808112178473003, 99, 'Low Risk'),
(45957, 80, 18, '57:45.8', 37.19593801662986, 96.31810090136254, 113, 84, 87, 'Female', 80.89469884383087, 1.9950238463621988, 0.13856992961330752, 29, 20.324687658875995, 93.66666666666667, 'Low Risk'),
(45958, 78, 16, '56:45.8', 36.49473433907937, 99.70585862445373, 134, 89, 35, 'Male', 91.93303488442635, 1.9959932792474755, 0.057983167345260635, 45, 23.075623688490268, 104, 'Low Risk'),
(45959, 84, 12, '55:45.8', 36.09654442386276, 99.83935436782693, 129, 87, 21, 'Male', 67.92348703568112, 1.5705144803045703, 0.129525522, 42, 27.53823384588676, 101, 'Low Risk'),
(45960, 91, 19, '54:45.8', 36.18974552739926, 97.47875958, 136, 71, 20, 'Male', 56.21124505605915, 1.537015588, 0.10930807875352211, 65, 23.793956372964715, 92.66666666666666, 'High Risk'),
(45961, 99, 13, '53:45.8', 37.02180784549975, 98.40880643168057, 115, 75, 78, 'Female', 96.93011570699377, 1.7606269713032723, 0.066312945, 40, 31.269722703035246, 88.33333333333333, 'High Risk'),
(45962, 67, 16, '52:45.8', 36.667632435706395, 99.98483378795342, 134, 78, 57, 'Female', 88.81216457970135, 1.7088845178891474, 0.1368821468983279, 56, 30.41214305498985, 96.66666666666666, 'High Risk'),
(45963, 67, 17, '51:45.8', 37.29814788756134, 98.27339896114782, 129, 72, 77, 'Female', 92.31108755738789, 1.7491181639945104, 0.13290278380725798, 57, 30.172796799702184, 91, 'High Risk'),
(45964, 99, 18, '50:45.8', 37.391552133109165, 97.23719074169452, 110, 72, 41, 'Male', 61.69024168090505, 1.7428686054566453, 0.1385960041251219, 38, 20.308936315200693, 84.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(45966, 65, 16, '48:45.8', 37.29273357775629, 96.32614127, 118, 83, 39, 'Male', 59.64433112418123, 1.6585480443022806, 0.12827629221171336, 35, 21.68268494791694, 94.66666666666667, 'Low Risk'),
(45967, 85, 18, '47:45.8', 36.66734651997899, 96.01723764901587, 120, 80, 66, 'Female', 58.00191751071188, 1.907518598751508, 0.14675319115565993, 40, 15.940604587811968, 93.33333333333333, 'High Risk'),
(45968, 87, 19, '46:45.8', 36.25746900618973, 95.95470369905546, 138, 88, 65, 'Male', 74.81888663, 1.8832240278982124, 0.08507743, 50, 21.096347371322995, 104.66666666666666, 'Low Risk'),
(45969, 68, 15, '45:45.8', 37.321416627070214, 95.03819618330894, 125, 85, 58, 'Male', 77.52368881758142, 1.6626215468671417, 0.14002607907001752, 40, 28.04449478257864, 98.33333333333333, 'Low Risk'),
(45970, 93, 16, '44:45.8', 36.56784674862444, 96.03447122799946, 133, 73, 48, 'Female', 53.862709720398165, 1.9463976701595505, 0.071353043, 60, 14.217559221522691, 93, 'High Risk'),
(45971, 60, 18, '43:45.8', 36.704412818835436, 95.71256817213792, 122, 86, 56, 'Female', 54.16518005243472, 1.6176016854039073, 0.1343912923474136, 36, 20.70031764120745, 98, 'Low Risk'),
(45972, 89, 15, '42:45.8', 36.57989937, 99.52935892, 113, 82, 26, 'Male', 83.39965811809195, 1.528058515803831, 0.14513097694138713, 31, 35.71776695028023, 92.33333333333333, 'High Risk'),
(45973, 71, 19, '41:45.8', 36.08287835633094, 95.99594066, 136, 74, 77, 'Male', 89.10376789170539, 1.537016744341235, 0.13978358410372949, 62, 37.71715024198786, 94.66666666666666, 'High Risk'),
(45974, 71, 15, '40:45.8', 37.167607356166236, 96.52870863884984, 114, 77, 82, 'Female', 63.56921311069141, 1.6751039506644114, 0.092230788, 37, 22.654960524632468, 89.33333333333333, 'Low Risk'),
(45975, 94, 16, '39:45.8', 37.02096743792295, 95.16671009899106, 136, 72, 64, 'Female', 59.08253762, 1.9891822745688614, 0.060756049, 64, 14.931724866006785, 93.33333333333333, 'High Risk'),
(45976, 94, 17, '38:45.8', 37.094918650541395, 98.63460526263054, 119, 73, 75, 'Female', 93.87330882163673, 1.810648561051736, 0.059856940428621774, 46, 28.63345789278594, 88.33333333333333, 'High Risk'),
(45977, 76, 19, '37:45.8', 36.89725320561979, 99.18623103375648, 132, 83, 27, 'Male', 72.17990399, 1.903988379299637, 0.074537645, 49, 19.91075430353433, 99.33333333333333, 'Low Risk'),
(45978, 83, 15, '36:45.8', 36.54289044906848, 95.54143469835404, 139, 84, 74, 'Female', 50.839532595017126, 1.7806244536720637, 0.12050594059141376, 55, 16.03455392186367, 102.33333333333333, 'High Risk'),
(45979, 97, 16, '35:45.8', 36.61429111966508, 97.37414619979332, 125, 79, 51, 'Male', 70.47813754, 1.6529413303936007, 0.13702420722063965, 46, 25.795238100265358, 94.33333333333333, 'High Risk'),
(45980, 60, 17, '34:45.8', 36.90067999394882, 96.58166093965804, 127, 84, 82, 'Female', 95.14242271057952, 1.6083984606286263, 0.1198484184643794, 43, 36.77789838748307, 98.33333333333333, 'High Risk'),
(45981, 70, 17, '33:45.8', 36.68205554611129, 99.23485027285771, 118, 79, 32, 'Female', 70.90350442094984, 1.9660198349124536, 0.067766745, 39, 18.343909988659682, 92, 'High Risk'),
(45982, 63, 19, '32:45.8', 36.88373684478836, 96.38240806602009, 134, 73, 72, 'Male', 61.19760301122085, 1.6935219269286401, 0.10513133991979226, 61, 21.337953477160845, 93.33333333333333, 'Low Risk'),
(45983, 93, 12, '31:45.8', 36.396988259059206, 98.72492639845156, 124, 71, 35, 'Male', 99.39829993, 1.889430312, 0.14234094243144732, 53, 27.843075146934197, 88.66666666666666, 'High Risk'),
(45984, 76, 12, '30:45.8', 36.411605822452174, 97.23248789798212, 112, 70, 78, 'Female', 83.37103014155822, 1.956573449001946, 0.094181879, 42, 21.778243843547585, 84, 'Low Risk'),
(45985, 96, 14, '29:45.8', 37.132999705750024, 99.34776831933945, 123, 79, 86, 'Female', 68.07496449, 1.6803484542262979, 0.095354667, 44, 24.109528761641023, 93.66666666666667, 'High Risk'),
(45986, 88, 18, '28:45.8', 37.41255699329032, 98.95316778756214, 118, 83, 24, 'Male', 98.54974877392802, 1.990249736974255, 0.064516057, 35, 24.879426842091547, 94.66666666666667, 'Low Risk'),
(45987, 70, 17, '27:45.8', 36.02333244052364, 98.01845700474736, 117, 78, 56, 'Male', 69.28964348826409, 1.7419162810526192, 0.09082678, 39, 22.835670614899627, 91, 'Low Risk'),
(45988, 95, 19, '26:45.8', 36.0760023, 98.27711584195102, 122, 75, 81, 'Male', 78.85650710351283, 1.9084592659303585, 0.10982660065355902, 47, 21.650690249738673, 90.66666666666667, 'High Risk'),
(45989, 68, 12, '25:45.8', 36.68948759267842, 95.52700067334281, 131, 83, 62, 'Female', 92.12854540792969, 1.9835597019331288, 0.052806850871826565, 48, 23.41551214, 99, 'Low Risk'),
(45990, 63, 17, '24:45.8', 36.41174912635088, 96.43376084463806, 118, 87, 87, 'Male', 86.25471890232785, 1.509298770398048, 0.079056679, 31, 37.86451755607593, 97.33333333333333, 'High Risk'),
(45991, 86, 18, '23:45.8', 36.02894795644188, 98.59020649457574, 112, 73, 56, 'Female', 62.09378220302279, 1.6819627731243887, 0.14977788517573556, 39, 21.949031175843718, 86, 'Low Risk'),
(45992, 85, 18, '22:45.8', 36.00315031825739, 96.50477678472072, 126, 75, 39, 'Male', 68.91878851, 1.560165553769178, 0.1476150000363729, 51, 28.313676419203116, 92, 'Low Risk'),
(45993, 85, 17, '21:45.8', 37.153377689666094, 99.74821435449292, 110, 73, 29, 'Female', 89.65456257172966, 1.999098853808097, 0.12681643182377866, 37, 22.433852269040848, 85.33333333333333, 'Low Risk'),
(45994, 77, 19, '20:45.8', 36.516789609290164, 98.69562851090201, 126, 77, 63, 'Male', 50.01813354721019, 1.9342184745056643, 0.07153335, 49, 13.36953884997847, 93.33333333333333, 'High Risk'),
(45995, 92, 12, '19:45.8', 37.48769579517543, 95.24133231448839, 123, 74, 33, 'Female', 99.89665083061833, 1.6036819461446146, 0.072697249, 49, 38.84315054754852, 90.33333333333333, 'High Risk'),
(45996, 81, 18, '18:45.8', 37.02240983, 97.13814815871535, 124, 77, 40, 'Male', 88.14507114200916, 1.5604359004079922, 0.099599224, 47, 36.199799556476094, 92.66666666666667, 'High Risk'),
(45997, 60, 18, '17:45.8', 36.50872251060491, 99.70729271, 118, 78, 89, 'Male', 56.998678734260764, 1.8720281278075213, 0.12468081561221188, 40, 16.26447498368193, 91.33333333333333, 'High Risk'),
(45998, 70, 19, '16:45.8', 37.346128865322925, 99.08984112693916, 123, 71, 18, 'Male', 57.941812794703004, 1.5549215416451196, 0.1481246295468106, 52, 23.964872243845807, 88.33333333333333, 'Low Risk'),
(45999, 88, 14, '15:45.8', 37.27964258196903, 97.86474358323424, 126, 78, 46, 'Female', 70.03370842212907, 1.7221386735495416, 0.060617764, 48, 23.614072069686852, 94, 'Low Risk'),
(46000, 69, 12, '14:45.8', 36.49088093271753, 97.54960710700493, 120, 85, 33, 'Male', 86.09203606159423, 1.8491379605636569, 0.079759359, 35, 25.17818095415111, 96.66666666666667, 'Low Risk'),
(46001, 67, 12, '13:45.8', 36.76318505114468, 98.98160470081402, 116, 87, 40, 'Male', 98.85790787364536, 1.9588629494373146, 0.080076879, 29, 25.76340800995406, 96.66666666666667, 'Low Risk'),
(46002, 99, 19, '12:45.8', 36.253448799118935, 96.56079506601472, 128, 86, 25, 'Male', 99.66226926, 1.815888156838627, 0.063364268, 42, 30.224044445695498, 100, 'High Risk'),
(46003, 82, 12, '11:45.8', 36.016197243312675, 99.69304195, 131, 85, 75, 'Female', 60.902799769268896, 1.7030409026682045, 0.082031905, 46, 20.998443335207178, 100.33333333333333, 'Low Risk'),
(46004, 86, 15, '10:45.8', 36.88083356989912, 95.86183719567104, 114, 81, 86, 'Female', 65.02528069077104, 1.7005448865246269, 0.07615699, 33, 22.485680527358777, 92, 'Low Risk'),
(46005, 87, 19, '09:45.8', 36.47363809460127, 95.66485854409213, 116, 71, 72, 'Female', 81.04273949255708, 1.6647416102585169, 0.084275384, 45, 29.242900283374276, 86, 'Low Risk'),
(46006, 60, 14, '08:45.8', 36.35644273523659, 96.02648660526326, 111, 70, 62, 'Male', 67.42898912973337, 1.6658607386694422, 0.12832761190802727, 41, 24.29792926294891, 83.66666666666667, 'Low Risk'),
(46007, 86, 15, '07:45.8', 37.13055908, 98.85791622945972, 128, 88, 56, 'Male', 98.88726880537914, 1.9866798026096468, 0.069595295, 40, 25.054435895502724, 101.33333333333333, 'Low Risk'),
(46008, 84, 12, '06:45.8', 36.98263208741806, 95.43701943374334, 114, 74, 57, 'Female', 81.69660471289316, 1.6732798276869953, 0.11645337895617618, 40, 29.17876168103445, 87.33333333333333, 'Low Risk'),
(46009, 93, 19, '05:45.8', 37.19585092263222, 97.53884388886947, 115, 81, 88, 'Male', 62.90452737340371, 1.6739183252944319, 0.11092308579810609, 34, 22.44984650509024, 92.33333333333333, 'High Risk'),
(46010, 88, 12, '04:45.8', 36.89920875, 99.47055603264047, 112, 89, 55, 'Male', 72.82938747734352, 1.610408794151791, 0.07346595, 23, 28.082410950481336, 96.66666666666667, 'Low Risk'),
(46011, 79, 12, '03:45.8', 36.680322261124964, 98.64838552850804, 118, 84, 32, 'Male', 85.35042950781606, 1.6434354412489722, 0.058407397118981554, 34, 31.600970032688142, 95.33333333333333, 'High Risk'),
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(46190, 66, 18, '04:45.8', 37.331403623134655, 98.65592386697514, 113, 85, 57, 'Male', 92.06203971464436, 1.533563700979552, 0.093003489, 28, 39.14505901201753, 94.33333333333333, 'High Risk'),
(46191, 66, 13, '03:45.8', 36.33629378012362, 99.54196919632052, 110, 75, 43, 'Male', 52.73451368019226, 1.5981604561645182, 0.060486692, 35, 20.646868138136107, 86.66666666666667, 'Low Risk'),
(46192, 78, 14, '02:45.8', 36.172395257926496, 97.01141481909531, 114, 70, 87, 'Male', 89.55079396529177, 1.5709723552327572, 0.13048127369888574, 44, 36.28543678385907, 84.66666666666667, 'High Risk'),
(46193, 62, 15, '01:45.8', 36.651780288661755, 95.80952626695752, 129, 79, 28, 'Female', 50.11993910615188, 1.5256133327898371, 0.13687635317086272, 50, 21.53384505032725, 95.66666666666666, 'Low Risk'),
(46194, 69, 18, '00:45.8', 37.476690113432404, 99.03234537, 127, 73, 27, 'Female', 76.95471933450472, 1.7263173244066794, 0.12533711715566365, 54, 25.8222452, 91, 'Low Risk'),
(46195, 87, 16, '59:45.8', 36.90233275301646, 97.71560301587286, 112, 70, 89, 'Male', 85.13880907398004, 1.7542760274472886, 0.059983308827038284, 42, 27.665066186560086, 84, 'Low Risk'),
(46196, 90, 18, '58:45.8', 36.480715907234334, 98.82322368265397, 116, 74, 76, 'Female', 90.64345983735379, 1.5848978490180166, 0.14899493930865654, 42, 36.08559928, 88, 'High Risk'),
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(46207, 68, 18, '47:45.8', 36.55436446322989, 97.59752916744695, 114, 78, 50, 'Male', 77.92315381957454, 1.5664475905199797, 0.069960609, 36, 31.756657384147225, 90, 'High Risk'),
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(46217, 65, 16, '37:45.8', 36.277413630871436, 97.68353426, 112, 86, 85, 'Female', 59.75601509355643, 1.6239724420670447, 0.087653217, 26, 22.658143232212634, 94.66666666666667, 'Low Risk'),
(46218, 98, 18, '36:45.8', 36.45966952167375, 99.37804718998066, 130, 82, 22, 'Male', 65.22070681, 1.617288084098971, 0.063983046, 48, 24.935077794622323, 98, 'High Risk'),
(46219, 78, 15, '35:45.8', 36.56413988633207, 99.25322552421369, 122, 75, 74, 'Male', 55.543780791687645, 1.8331873222764734, 0.11328856086274093, 47, 16.528054947217615, 90.66666666666667, 'High Risk'),
(46220, 79, 15, '34:45.8', 36.126025206970105, 95.61085104327216, 132, 84, 41, 'Female', 92.54077894307432, 1.9397560411352521, 0.1391545658657887, 48, 24.594552478643106, 100, 'Low Risk'),
(46221, 76, 18, '33:45.8', 36.38486943778575, 97.60771330060767, 116, 83, 25, 'Female', 52.32985393385752, 1.8270039235812594, 0.078744984, 33, 15.677274493316506, 94, 'High Risk'),
(46222, 76, 19, '32:45.8', 37.34644552117814, 96.25063675, 125, 74, 31, 'Male', 91.91435334, 1.9907999373924363, 0.058786613873525045, 51, 23.191460484717364, 91, 'Low Risk'),
(46223, 83, 14, '31:45.8', 37.315466838212444, 96.91506730874183, 120, 87, 18, 'Male', 92.10905719610801, 1.6360093088897991, 0.1278538267207845, 33, 34.41365464337552, 98, 'High Risk'),
(46224, 97, 16, '30:45.8', 36.781881204714516, 98.55469704228682, 116, 75, 24, 'Female', 85.52509725128101, 1.6459357046898622, 0.1125613296049332, 41, 31.569510211577192, 88.66666666666667, 'High Risk'),
(46225, 76, 19, '29:45.8', 37.13575033656896, 99.58068820210458, 126, 81, 44, 'Male', 85.76307592946559, 1.814805649053176, 0.068872379, 45, 26.03994747503276, 96, 'Low Risk'),
(46226, 66, 12, '28:45.8', 36.96314447444546, 99.27936745802947, 119, 73, 50, 'Female', 93.88320973187945, 1.853313408579087, 0.078450153, 46, 27.33318202, 88.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(46231, 99, 14, '23:45.8', 36.16500736991623, 96.29078834367076, 131, 87, 41, 'Male', 85.21617062162511, 1.7960683880857105, 0.09949573, 44, 26.41656082739147, 101.66666666666667, 'High Risk'),
(46232, 84, 16, '22:45.8', 36.488697182452015, 99.82489763319606, 112, 85, 56, 'Male', 90.52018913160494, 1.7583210279847385, 0.078934366, 27, 29.278519533062127, 94, 'Low Risk'),
(46233, 71, 12, '21:45.8', 36.96838667891906, 98.17539762173844, 138, 73, 56, 'Male', 69.95551145, 1.726123874856829, 0.1232824325991189, 65, 23.47891464590374, 94.66666666666666, 'Low Risk'),
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(46235, 94, 17, '19:45.8', 36.56184081, 97.82431824958329, 116, 75, 66, 'Male', 59.03270653, 1.678643195593493, 0.070239817, 41, 20.94960826173801, 88.66666666666667, 'High Risk'),
(46236, 83, 16, '18:45.8', 36.07237672332428, 98.57591695052541, 115, 82, 57, 'Male', 53.35488483563968, 1.7553768928837952, 0.074062321, 33, 17.31543604002714, 93, 'High Risk'),
(46237, 97, 15, '17:45.8', 36.91798991269895, 95.92836474697982, 123, 81, 30, 'Male', 66.43467935315884, 1.8750318195900049, 0.07203894, 42, 18.89633409650155, 95, 'High Risk'),
(46238, 78, 12, '16:45.8', 36.754771867391774, 98.24186152778682, 122, 87, 54, 'Male', 91.96194476987222, 1.6197181391251774, 0.1158612589805318, 35, 35.05332788783428, 98.66666666666667, 'High Risk'),
(46239, 90, 17, '15:45.8', 36.31385696386309, 99.06868625595601, 118, 76, 38, 'Male', 68.23948047758627, 1.5646031480782518, 0.1286771092070393, 42, 27.875798227198075, 90, 'Low Risk'),
(46240, 66, 18, '14:45.8', 37.284873194970885, 97.42078642745263, 124, 81, 81, 'Female', 66.04325024057711, 1.5982833293031977, 0.073977799, 43, 25.85359249452122, 95.33333333333333, 'Low Risk'),
(46241, 80, 12, '13:45.8', 36.47647088268164, 95.64739366610895, 130, 71, 30, 'Male', 52.24057551325721, 1.8469048709724194, 0.066489036, 59, 15.315066938819648, 90.66666666666666, 'High Risk'),
(46242, 61, 12, '12:45.8', 36.433792053554015, 96.75399744, 127, 77, 46, 'Female', 51.478274697412814, 1.9496665970053435, 0.05097872, 50, 13.542638343496485, 93.66666666666666, 'High Risk'),
(46243, 84, 16, '11:45.8', 36.535143366834475, 95.90222143, 116, 79, 37, 'Male', 82.45200650288098, 1.9176876586754912, 0.066740912, 37, 22.42050973510064, 91.33333333333333, 'Low Risk'),
(46244, 96, 17, '10:45.8', 36.33643905856802, 96.29675718189854, 120, 88, 23, 'Male', 68.21686755979682, 1.9294416806034203, 0.1193788269972816, 32, 18.324345050763718, 98.66666666666667, 'High Risk'),
(46245, 71, 13, '09:45.8', 36.315340576088865, 97.62513346, 112, 70, 31, 'Female', 72.58850657984691, 1.9087713276534253, 0.10916459762580272, 42, 19.923244103590104, 84, 'Low Risk'),
(46246, 95, 15, '08:45.8', 36.078874410219136, 97.80740794663764, 110, 76, 69, 'Male', 90.25061424419309, 1.8114530140589835, 0.067270881, 34, 27.504010113837317, 87.33333333333333, 'High Risk'),
(46247, 61, 18, '07:45.8', 36.06028555817344, 99.67342465963083, 119, 89, 60, 'Male', 73.04700823, 1.7160798344012118, 0.052743819533379636, 30, 24.804327531105365, 99, 'Low Risk'),
(46248, 88, 13, '06:45.8', 36.177060692035056, 97.93425550143219, 113, 86, 76, 'Male', 77.03726106, 1.7302751053299827, 0.059290317, 27, 25.731820612467992, 95, 'Low Risk'),
(46249, 84, 12, '05:45.8', 36.129863062897236, 98.95144968105369, 118, 87, 40, 'Female', 92.47907907, 1.8063435645387564, 0.070096038, 31, 28.342802072433457, 97.33333333333333, 'Low Risk'),
(46250, 86, 17, '04:45.8', 37.22561938310964, 99.64215082, 133, 80, 38, 'Male', 83.39224179816091, 1.7654114282269273, 0.14120094391653554, 53, 26.756775927612352, 97.66666666666666, 'Low Risk'),
(46251, 68, 14, '03:45.8', 36.95873209, 98.67488843434313, 137, 82, 80, 'Female', 69.46868521271504, 1.7319475049158055, 0.13035992467169966, 55, 23.15899081, 100.33333333333333, 'Low Risk'),
(46252, 70, 14, '02:45.8', 36.943082546763826, 96.29308127411812, 129, 86, 46, 'Female', 95.50722882494476, 1.6998459417069816, 0.1464590192439491, 43, 33.053474529686454, 100.33333333333333, 'High Risk'),
(46253, 73, 19, '01:45.8', 36.99346473538521, 99.99496336762304, 137, 70, 71, 'Male', 67.00498732, 1.977731638, 0.081282438, 67, 17.130593413807375, 92.33333333333333, 'High Risk'),
(46254, 82, 14, '00:45.8', 37.250359283725984, 96.06696538, 138, 86, 36, 'Male', 79.33828497725617, 1.6493597773465924, 0.062321916, 52, 29.164330401364495, 103.33333333333333, 'Low Risk'),
(46255, 66, 17, '59:45.8', 36.495418733780085, 96.33850673010355, 114, 81, 40, 'Male', 60.672481119524264, 1.9410810666032807, 0.10269670978578768, 33, 16.102911578984834, 92, 'High Risk'),
(46256, 70, 19, '58:45.8', 36.197316203833445, 99.00316926484432, 118, 74, 54, 'Male', 64.11322725880406, 1.8090606997620664, 0.14668978013545952, 44, 19.590312342244378, 88.66666666666667, 'Low Risk'),
(46257, 98, 17, '57:45.8', 37.492421258481535, 98.83071534673667, 129, 79, 52, 'Male', 77.74223774, 1.9487261419603055, 0.061497665, 50, 20.471771000957403, 95.66666666666666, 'High Risk'),
(46258, 94, 19, '56:45.8', 37.43009687521843, 95.39963126, 120, 76, 19, 'Female', 64.85982189008607, 1.7141406933884757, 0.11800454011803764, 44, 22.074090640351994, 90.66666666666667, 'High Risk'),
(46259, 88, 15, '55:45.8', 36.14916653729573, 99.78058207821284, 111, 87, 39, 'Female', 77.51863365724935, 1.5501808337664436, 0.070177266, 24, 32.25829306872353, 95, 'High Risk'),
(46260, 93, 14, '54:45.8', 36.59814852581079, 95.30044463081441, 122, 76, 53, 'Male', 57.71182678412498, 1.805722028556425, 0.077817028, 46, 17.699582779662638, 91.33333333333333, 'High Risk'),
(46261, 66, 12, '53:45.8', 36.98970717598989, 95.26983414, 113, 81, 30, 'Male', 87.93509037109027, 1.8061413923484817, 0.13823832342005676, 32, 26.956203283315034, 91.66666666666667, 'Low Risk'),
(46262, 68, 19, '52:45.8', 36.922801033788645, 96.76064164572423, 126, 84, 80, 'Male', 97.05718395147176, 1.9186114632107611, 0.10547506712719235, 42, 26.366568784383162, 98, 'Low Risk'),
(46263, 86, 17, '51:45.8', 36.21220110922882, 98.14906967839238, 135, 70, 54, 'Male', 52.26636182139653, 1.5226842502540676, 0.059242028810132075, 65, 22.54252496, 91.66666666666666, 'Low Risk'),
(46264, 64, 19, '50:45.8', 36.35376360907268, 98.35961968152274, 111, 79, 74, 'Female', 88.35205411869148, 1.854331930561207, 0.1164238067033339, 32, 25.694590321038817, 89.66666666666667, 'Low Risk'),
(46265, 97, 13, '49:45.8', 36.60746748216436, 98.25807269797312, 139, 80, 70, 'Female', 81.08192489405332, 1.8586836665879543, 0.082416767, 59, 23.469999765788035, 99.66666666666666, 'High Risk'),
(46266, 89, 13, '48:45.8', 36.898433896710095, 96.26282093861914, 134, 89, 28, 'Female', 56.293919680065116, 1.876032642952149, 0.076685222, 45, 15.994869735332143, 104, 'High Risk'),
(46267, 99, 16, '47:45.8', 37.437514144178024, 95.86577321802072, 114, 71, 33, 'Female', 68.20649991700071, 1.9602976039837527, 0.061183501, 43, 17.749321077629897, 85.33333333333333, 'High Risk'),
(46268, 92, 14, '46:45.8', 36.87645834, 95.93923214652457, 114, 83, 56, 'Female', 58.19227007895153, 1.5806639206235686, 0.09973899, 31, 23.290897196944893, 93.33333333333333, 'High Risk'),
(46269, 90, 12, '45:45.8', 36.721574533458984, 95.46281672381089, 119, 82, 69, 'Female', 86.97508920596223, 1.9783735101309743, 0.085274991, 37, 22.221752500265406, 94.33333333333333, 'Low Risk'),
(46270, 83, 14, '44:45.8', 36.39872949941919, 99.17381967844392, 110, 85, 56, 'Female', 88.00417936, 1.6769231318711522, 0.091355358, 25, 31.29514632078403, 93.33333333333333, 'High Risk'),
(46271, 77, 13, '43:45.8', 36.323196218758014, 99.50942057365712, 120, 81, 18, 'Female', 80.28684919, 1.595799543944624, 0.12974801959159177, 39, 31.527369838838354, 94, 'High Risk'),
(46272, 81, 12, '42:45.8', 36.01001791591407, 96.95656746508743, 110, 74, 29, 'Male', 92.59003034704158, 1.9940640768739886, 0.063647603, 36, 23.28552354706174, 86, 'Low Risk'),
(46273, 77, 14, '41:45.8', 36.77423352927973, 98.02102494, 119, 86, 41, 'Male', 98.91114190524452, 1.5173877536572942, 0.12147288706188256, 33, 42.95879257532613, 97, 'High Risk'),
(46274, 94, 19, '40:45.8', 37.133163358872615, 99.70256805647577, 123, 74, 67, 'Male', 57.102542645550365, 1.8519035554048906, 0.088317381, 49, 16.65017167958601, 90.33333333333333, 'High Risk'),
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(46452, 68, 13, '42:45.8', 36.919454610824666, 96.55847574500312, 125, 79, 30, 'Male', 61.29784834137571, 1.9175981242587545, 0.085867473, 46, 16.66978651, 94.33333333333333, 'High Risk'),
(46453, 80, 13, '41:45.8', 36.28898955508745, 95.80684450516463, 122, 75, 71, 'Female', 83.11246045236288, 1.5430815726807081, 0.050196378, 47, 34.90505842865807, 90.66666666666667, 'High Risk'),
(46454, 72, 13, '40:45.8', 36.14974722097999, 96.29666800873073, 134, 82, 44, 'Male', 68.07360685, 1.9765038937772015, 0.054122580045482885, 52, 17.42542638139601, 99.33333333333333, 'High Risk'),
(46455, 66, 16, '39:45.8', 36.167174740607436, 95.30243352699445, 125, 85, 28, 'Female', 96.74363366810984, 1.768829564622251, 0.11269698221748524, 40, 30.920778398728203, 98.33333333333333, 'High Risk'),
(46456, 78, 13, '38:45.8', 36.229579403960805, 95.19265345, 129, 88, 69, 'Female', 70.53365648826201, 1.668267791851897, 0.13461022497566885, 41, 25.3433994, 101.66666666666667, 'Low Risk'),
(46457, 75, 18, '37:45.8', 37.45710687855949, 97.40277579508806, 112, 75, 45, 'Male', 72.88984604, 1.7246004761931044, 0.099246138, 37, 24.506993159772012, 87.33333333333333, 'Low Risk'),
(46458, 83, 18, '36:45.8', 36.91416805177926, 95.93786757868178, 115, 82, 78, 'Male', 96.39489428721501, 1.6188786500809897, 0.140582696, 33, 36.78116155610547, 93, 'High Risk'),
(46459, 80, 14, '35:45.8', 36.43291776612626, 99.60330023642848, 118, 79, 47, 'Male', 92.98233627929244, 1.6944376682919027, 0.050334207831425795, 39, 32.38539953, 92, 'High Risk'),
(46460, 82, 15, '34:45.8', 36.493637797847946, 96.29516818334572, 121, 82, 89, 'Female', 89.33892582305285, 1.8429756310691037, 0.070454066, 39, 26.302773240497167, 95, 'Low Risk'),
(46461, 84, 14, '33:45.8', 36.00773626, 97.48250038, 122, 85, 24, 'Female', 83.05606915224297, 1.584051497380666, 0.13730487646058787, 37, 33.10036482, 97.33333333333333, 'High Risk'),
(46462, 94, 12, '32:45.8', 36.581865307712064, 96.69327644, 130, 83, 56, 'Male', 70.88907598684028, 1.5073354786501594, 0.085494258, 47, 31.20035049100472, 98.66666666666667, 'High Risk'),
(46463, 93, 18, '31:45.8', 36.88945618972751, 99.03848046976958, 124, 71, 81, 'Male', 58.14608009901577, 1.5646179931106907, 0.11405979667829455, 53, 23.752197816818835, 88.66666666666666, 'High Risk'),
(46464, 93, 14, '30:45.8', 37.161514308525106, 97.72129929040835, 114, 74, 31, 'Female', 93.57919413759764, 1.898903236594564, 0.11446931019576137, 40, 25.95216725536795, 87.33333333333333, 'High Risk'),
(46465, 96, 19, '29:45.8', 37.409752170742145, 96.05589028204454, 117, 86, 33, 'Male', 68.93612741811499, 1.996135935332712, 0.088074032, 31, 17.30081875739149, 96.33333333333333, 'High Risk'),
(46466, 95, 13, '28:45.8', 36.26176660174247, 99.67243912121307, 134, 73, 66, 'Male', 62.888853562248535, 1.5538131924818197, 0.092486949, 61, 26.048101102716863, 93.33333333333333, 'High Risk'),
(46467, 94, 16, '27:45.8', 36.32638733596689, 99.87811126499724, 133, 72, 22, 'Female', 80.06820148727931, 1.9432698719986459, 0.10467893397344563, 61, 21.20283034469327, 92.33333333333333, 'High Risk'),
(46468, 86, 13, '26:45.8', 36.37370384350887, 98.81692133588889, 129, 75, 77, 'Female', 91.51358303781953, 1.8747950127218758, 0.117912726, 54, 26.036222875877808, 93, 'Low Risk'),
(46469, 92, 14, '25:45.8', 36.154821982926194, 97.42284891657964, 117, 79, 22, 'Male', 97.56303844561558, 1.8647648193996504, 0.063610583, 38, 28.056738401905477, 91.66666666666667, 'High Risk'),
(46470, 87, 14, '24:45.8', 37.316210226963676, 98.35238055422431, 139, 81, 52, 'Female', 78.00594393875974, 1.9937008358441282, 0.073127012, 58, 19.62491184945351, 100.33333333333333, 'Low Risk'),
(46471, 76, 13, '23:45.8', 37.33561760146772, 96.63383203840733, 115, 75, 72, 'Female', 60.39164737867591, 1.9195286534224587, 0.076724136, 40, 16.390329252270927, 88.33333333333333, 'High Risk'),
(46472, 93, 15, '22:45.8', 36.01748396395318, 98.61195385, 139, 82, 76, 'Male', 51.23918974, 1.9916175548042294, 0.14599886703332682, 57, 12.917853717557907, 101, 'High Risk'),
(46473, 77, 19, '21:45.8', 37.18517578422541, 98.45450867101083, 132, 86, 36, 'Female', 59.69913577436753, 1.6695818775089974, 0.069563091, 46, 21.416702312235827, 101.33333333333333, 'Low Risk'),
(46474, 74, 12, '20:45.8', 37.30490786231285, 96.51293570181154, 131, 89, 21, 'Female', 67.93963714752554, 1.7592984277446493, 0.092561328, 42, 21.950488710304633, 103, 'Low Risk'),
(46475, 61, 18, '19:45.8', 37.388243, 99.42021526727743, 111, 89, 66, 'Female', 73.97089367309572, 1.824838621339193, 0.090432983, 22, 22.213241480844374, 96.33333333333333, 'Low Risk'),
(46476, 60, 15, '18:45.8', 36.22509739103561, 98.42221568509089, 112, 82, 65, 'Female', 65.91593781828225, 1.733258204251338, 0.1168670795784535, 30, 21.941378344713346, 92, 'Low Risk'),
(46477, 93, 13, '17:45.8', 36.11567233975639, 95.17772785611729, 122, 87, 48, 'Female', 77.36442588302249, 1.932528995457734, 0.061961931, 35, 20.715206623369323, 98.66666666666667, 'High Risk'),
(46478, 80, 17, '16:45.8', 37.291521199012735, 98.51212225407185, 129, 71, 75, 'Female', 53.492127206560355, 1.7428229675449818, 0.089495949, 58, 17.610971713782817, 90.33333333333333, 'High Risk'),
(46479, 79, 17, '15:45.8', 37.05836050678476, 99.00219745410348, 123, 80, 26, 'Female', 50.25462224012403, 1.750620994483429, 0.083399232, 43, 16.398032688668415, 94.33333333333333, 'High Risk'),
(46480, 66, 16, '14:45.8', 36.661908711960464, 99.21721128943115, 110, 83, 84, 'Female', 93.73682919002776, 1.8511027806663503, 0.09098084, 27, 27.35578566114529, 92, 'Low Risk'),
(46481, 74, 14, '13:45.8', 37.256077708695464, 95.06681078853632, 133, 80, 67, 'Female', 58.566711060543646, 1.631160380600182, 0.10033291224291632, 53, 22.01189879709189, 97.66666666666666, 'Low Risk'),
(46482, 82, 18, '12:45.8', 36.032812109049324, 97.32413153063267, 112, 79, 43, 'Male', 60.00130111305496, 1.6544685650213864, 0.1466367085937656, 33, 21.920155371624084, 90, 'Low Risk'),
(46483, 87, 18, '11:45.8', 36.88954694681721, 96.04621059770302, 117, 74, 57, 'Male', 71.70680262790098, 1.8324672355627047, 0.12410563086677828, 43, 21.354426948646424, 88.33333333333333, 'Low Risk'),
(46484, 84, 19, '10:45.8', 37.44098462304841, 99.51745072912811, 129, 80, 22, 'Male', 52.691916610205965, 1.8104098324877866, 0.081769292, 49, 16.076451570223416, 96.33333333333333, 'High Risk'),
(46485, 99, 15, '09:45.8', 36.13659716825172, 97.11647332935507, 120, 78, 84, 'Male', 99.10390816451272, 1.960280393087711, 0.1270512934452901, 42, 25.790180938695997, 92, 'High Risk'),
(46486, 94, 17, '08:45.8', 36.066238250559664, 95.69041971879287, 134, 81, 19, 'Male', 58.07381822787332, 1.5354631080827823, 0.053101645, 53, 24.63210960110203, 98.66666666666666, 'High Risk'),
(46487, 97, 13, '07:45.8', 37.43472621853028, 98.17468955, 135, 72, 61, 'Male', 73.43353368014796, 1.6673334196003375, 0.098693735, 63, 26.414933216312452, 93, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(46488, 70, 18, '06:45.8', 36.110998561509035, 98.71991741, 124, 81, 44, 'Male', 85.07211717877092, 1.6045736986386372, 0.12419030249138589, 43, 33.042119899909856, 95.33333333333333, 'High Risk'),
(46489, 74, 15, '05:45.8', 37.40039612281184, 99.91479299, 119, 86, 56, 'Male', 55.120197055786676, 1.9828779060139063, 0.12662830659808116, 33, 14.019057404314914, 97, 'High Risk'),
(46490, 68, 12, '04:45.8', 37.10481734362866, 96.28169803745061, 129, 76, 38, 'Male', 58.15923613399656, 1.9159871971327072, 0.095529959, 53, 15.84285649449272, 93.66666666666666, 'High Risk'),
(46491, 69, 15, '03:45.8', 36.712696548996675, 98.25668339507882, 120, 79, 26, 'Male', 63.580172140551575, 1.5333385751781314, 0.057706526780350965, 41, 27.042421403507575, 92.66666666666667, 'Low Risk'),
(46492, 78, 16, '02:45.8', 36.30886137567031, 99.83574731695393, 126, 73, 71, 'Male', 89.39989955537305, 1.6337420353236007, 0.1424674192749234, 53, 33.49423508227318, 90.66666666666666, 'High Risk'),
(46493, 85, 12, '01:45.8', 36.98755054, 98.75594746677584, 111, 79, 51, 'Female', 94.93118502387688, 1.974242451441659, 0.11576022176560939, 32, 24.356110173160264, 89.66666666666667, 'Low Risk'),
(46494, 93, 13, '00:45.8', 37.33495401450458, 95.87277762818991, 112, 85, 34, 'Male', 82.27373050742283, 1.8119557847487888, 0.11046967452750875, 27, 25.059130519078803, 94, 'High Risk'),
(46495, 90, 15, '59:45.8', 36.057800236519334, 95.67187440124799, 134, 75, 41, 'Female', 62.721289984150495, 1.9664321931308146, 0.1041311217965821, 59, 16.220230842811212, 94.66666666666666, 'High Risk'),
(46496, 72, 15, '58:45.8', 37.10659650132065, 95.53299658086414, 116, 74, 85, 'Male', 74.84188869508323, 1.716703093, 0.1113354725867584, 42, 25.395359170514396, 88, 'Low Risk'),
(46497, 82, 16, '57:45.8', 37.094879145823825, 97.21894914, 115, 88, 25, 'Male', 70.04060188, 1.7826541462612584, 0.11103790858694483, 27, 22.04020766568587, 97, 'Low Risk'),
(46498, 78, 19, '56:45.8', 36.31445299429435, 99.28092888, 117, 84, 50, 'Male', 68.96751997596627, 1.881448742628183, 0.064957633, 33, 19.483179295228194, 95, 'Low Risk'),
(46499, 70, 12, '55:45.8', 36.04720270780854, 96.81122255238458, 134, 79, 40, 'Female', 89.18313624039607, 1.5790678247841556, 0.089151838, 55, 35.76688942, 97.33333333333333, 'High Risk'),
(46500, 97, 14, '54:45.8', 36.191010179432155, 96.74147756577929, 131, 82, 49, 'Male', 98.87662065, 1.8418935964915617, 0.071783177, 49, 29.145032160625966, 98.33333333333333, 'High Risk'),
(46501, 78, 19, '53:45.8', 36.66542457445407, 97.00427582478409, 110, 79, 19, 'Male', 70.12445484342715, 1.5719811430521615, 0.086555535, 31, 28.377545836911885, 89.33333333333333, 'Low Risk'),
(46502, 83, 15, '52:45.8', 37.35037076128516, 99.57963640312595, 118, 76, 62, 'Female', 65.47158187396634, 1.8091779673212298, 0.064582716, 42, 20.002775184383097, 90, 'Low Risk'),
(46503, 94, 12, '51:45.8', 36.909921496034215, 98.30692189579298, 120, 82, 75, 'Male', 75.58842725, 1.7289175884340038, 0.073074766, 38, 25.287548242639296, 94.66666666666667, 'High Risk'),
(46504, 65, 19, '50:45.8', 36.77295100970479, 96.97351653146018, 137, 79, 79, 'Male', 70.72816439996978, 1.6084311868724632, 0.094119847, 58, 27.339301622308074, 98.33333333333333, 'Low Risk'),
(46505, 74, 17, '49:45.8', 36.539488934607974, 98.64197525631849, 120, 82, 74, 'Female', 76.54660816358177, 1.7983308396928097, 0.075764342, 38, 23.669373747960886, 94.66666666666667, 'Low Risk'),
(46506, 70, 18, '48:45.8', 36.500660745276214, 98.86376495784256, 130, 85, 85, 'Female', 78.71972983315689, 1.9155075233791161, 0.10143188807920356, 45, 21.454375169370653, 100, 'Low Risk'),
(46507, 68, 16, '47:45.8', 37.069240831859446, 99.95755231764102, 118, 80, 80, 'Female', 89.07175538052091, 1.5245963090215624, 0.065052676, 38, 38.320422012139076, 92.66666666666667, 'High Risk'),
(46508, 69, 14, '46:45.8', 37.19317949540445, 95.08918314950522, 134, 79, 82, 'Female', 66.53296511, 1.929195843528428, 0.14580633896846062, 55, 17.87657204736037, 97.33333333333333, 'High Risk'),
(46509, 81, 13, '45:45.8', 36.65067878563767, 97.41412089326572, 112, 82, 51, 'Male', 89.66557634, 1.7303524415863452, 0.1475379908301256, 30, 29.94722628230039, 92, 'Low Risk'),
(46510, 66, 12, '44:45.8', 37.15214421, 99.40119513998057, 133, 77, 24, 'Male', 95.32719389303756, 1.966011763264519, 0.07357396, 56, 24.66292515787148, 95.66666666666666, 'Low Risk'),
(46511, 66, 12, '43:45.8', 36.968817416587825, 97.96624608, 123, 76, 40, 'Female', 71.05410439820977, 1.5151926589362499, 0.066733567, 47, 30.94948699271815, 91.66666666666667, 'High Risk'),
(46512, 66, 14, '42:45.8', 37.347382814836855, 98.33975707574557, 115, 85, 30, 'Female', 85.98603380324869, 1.7218703018111094, 0.11531638686309645, 30, 29.001939752871092, 95, 'Low Risk'),
(46513, 75, 15, '41:45.8', 37.03361977836516, 97.84045805791263, 126, 77, 43, 'Male', 53.56577037859514, 1.8011087795839953, 0.12823887230299913, 49, 16.512296138848924, 93.33333333333333, 'High Risk'),
(46514, 64, 18, '40:45.8', 37.20954442369799, 98.39227154967857, 130, 74, 44, 'Female', 59.88912608347414, 1.8207566807365887, 0.11431494792431078, 56, 18.0652573, 92.66666666666666, 'High Risk'),
(46515, 61, 14, '39:45.8', 36.12829878941889, 95.37705962032689, 124, 78, 48, 'Female', 62.63524293172712, 1.5759873702127876, 0.0683033, 46, 25.218154471042354, 93.33333333333333, 'Low Risk'),
(46516, 96, 16, '38:45.8', 37.496224087387404, 95.05536316508281, 112, 83, 73, 'Female', 75.01135074, 1.9385866920615797, 0.130093589, 29, 19.95981592, 92.66666666666667, 'High Risk'),
(46517, 63, 17, '37:45.8', 36.390946893925324, 96.38902039020894, 113, 77, 34, 'Female', 84.51020429452598, 1.5517439600899374, 0.1228563915876965, 36, 35.09692149707083, 89, 'High Risk'),
(46518, 88, 12, '36:45.8', 37.29730488205004, 97.52797555011085, 128, 80, 56, 'Female', 89.75596553207285, 1.6417084283637675, 0.082812578, 48, 33.302072924175434, 96, 'High Risk'),
(46519, 75, 14, '35:45.8', 37.161075292195385, 96.48405240438842, 120, 83, 77, 'Female', 79.91299265030018, 1.9690051977295928, 0.075639864, 37, 20.612167815540637, 95.33333333333333, 'Low Risk'),
(46520, 60, 17, '34:45.8', 36.586713974051015, 97.82903716, 119, 77, 21, 'Male', 65.9812158, 1.9487760972799977, 0.057549794, 42, 17.373864314970916, 91, 'High Risk'),
(46521, 96, 16, '33:45.8', 36.25218739855368, 99.10700283824156, 112, 72, 29, 'Female', 80.41685555401858, 1.9106026823964526, 0.1355672978808104, 40, 22.029585266609185, 85.33333333333333, 'High Risk'),
(46522, 78, 19, '32:45.8', 37.12807955499338, 99.78504642495614, 123, 80, 77, 'Male', 83.07897688343957, 1.597259100942352, 0.076947151, 43, 32.564198759928686, 94.33333333333333, 'High Risk'),
(46523, 60, 14, '31:45.8', 37.45968402243534, 98.37785417294616, 128, 71, 54, 'Male', 94.07023773649482, 1.8447296953595158, 0.086023504, 57, 27.643101214814696, 90, 'Low Risk'),
(46524, 66, 17, '30:45.8', 36.84279764291738, 99.2275292, 110, 75, 69, 'Male', 62.39522398004962, 1.6280128987614986, 0.14324285996313485, 35, 23.54158313213268, 86.66666666666667, 'Low Risk'),
(46525, 89, 13, '29:45.8', 36.45113421014113, 98.98551698552596, 133, 80, 53, 'Female', 57.53261816425704, 1.898114541832441, 0.075610647, 53, 15.968690562020232, 97.66666666666666, 'High Risk'),
(46526, 71, 17, '28:45.8', 36.99044279347554, 98.11573267601347, 134, 87, 62, 'Male', 62.249636964825285, 1.6858478710057447, 0.14125498855199037, 47, 21.90282127484555, 102.66666666666667, 'Low Risk'),
(46527, 98, 18, '27:45.8', 37.23531148651995, 97.92538994896292, 124, 88, 66, 'Female', 52.126567538784215, 1.7209162592355658, 0.1317833191956769, 36, 17.601093603298963, 100, 'High Risk'),
(46528, 70, 14, '26:45.8', 36.46318438185337, 97.45127604094186, 138, 77, 86, 'Male', 76.94791119452756, 1.982299676671602, 0.078444865, 61, 19.58205269134684, 97.33333333333333, 'Low Risk'),
(46529, 76, 19, '25:45.8', 37.229383643556666, 95.67883079514581, 117, 89, 28, 'Male', 70.60453527859835, 1.8426643898692947, 0.12841406564654834, 28, 20.794099261625295, 98.33333333333333, 'Low Risk'),
(46530, 80, 19, '24:45.8', 36.30056756877734, 95.28959563010532, 122, 88, 46, 'Male', 59.81901379079319, 1.5302146956884608, 0.070375297, 34, 25.54668257493791, 99.33333333333333, 'Low Risk'),
(46531, 95, 12, '23:45.8', 36.95544393239627, 98.58655466585982, 132, 86, 74, 'Male', 63.75100620037426, 1.5513350022598291, 0.06760849, 46, 26.489628086712944, 101.33333333333333, 'High Risk'),
(46532, 98, 18, '22:45.8', 37.37649260448258, 98.80019636893255, 139, 70, 39, 'Male', 86.27754757164357, 1.6250894800012077, 0.096131578, 69, 32.669556137778194, 93, 'High Risk'),
(46533, 64, 19, '21:45.8', 36.96516092454181, 99.12741832548727, 117, 81, 23, 'Male', 64.70589033830784, 1.9525644940761926, 0.07538051, 36, 16.972000735801004, 93, 'High Risk'),
(46534, 71, 16, '20:45.8', 37.269644875983914, 99.50651472589591, 111, 74, 34, 'Female', 58.80193527, 1.8551723317346163, 0.10220330869768612, 37, 17.085319419206005, 86.33333333333333, 'High Risk'),
(46535, 88, 13, '19:45.8', 37.246026595729546, 99.62115658754118, 120, 88, 28, 'Female', 70.41383143345749, 1.8784982804041885, 0.12510988471446177, 32, 19.954294270900487, 98.66666666666667, 'Low Risk'),
(46536, 96, 18, '18:45.8', 36.36882858, 96.96807793090753, 116, 85, 20, 'Male', 58.88348258689859, 1.9841871324999747, 0.1128184431714681, 31, 14.956439896679154, 95.33333333333333, 'High Risk'),
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(46713, 93, 16, '21:45.8', 37.236942424257535, 95.49714432535615, 112, 79, 89, 'Male', 74.88137866520299, 1.5276751432558007, 0.075576493, 33, 32.085721321866785, 90, 'High Risk'),
(46714, 87, 12, '20:45.8', 36.72120197, 96.12146367, 125, 76, 45, 'Male', 85.04153089697672, 1.7990460498796101, 0.13929216288501894, 49, 26.27522898587859, 92.33333333333333, 'Low Risk'),
(46715, 88, 15, '19:45.8', 36.004476889824105, 99.23706372915137, 133, 77, 34, 'Female', 77.83131454147195, 1.9531366574241646, 0.052166966510816086, 56, 20.402768566456025, 95.66666666666666, 'Low Risk'),
(46716, 78, 19, '18:45.8', 37.44351230990509, 97.31986995200204, 110, 85, 55, 'Male', 83.94050486196645, 1.7369066801928643, 0.10934569267069946, 25, 27.823938581517236, 93.33333333333333, 'Low Risk'),
(46717, 76, 16, '17:45.8', 36.823350113091465, 97.12710777913324, 131, 76, 32, 'Male', 64.55591083459636, 1.5347766574172863, 0.11176026221517986, 55, 27.40599930498969, 94.33333333333333, 'Low Risk'),
(46718, 91, 17, '16:45.8', 36.18547380816855, 97.88256549186683, 134, 84, 70, 'Male', 86.85054142498504, 1.7270763872474655, 0.13588892749377335, 50, 29.11718844338996, 100.66666666666666, 'High Risk'),
(46719, 67, 19, '15:45.8', 36.33818763843664, 97.48995639131171, 117, 74, 56, 'Male', 91.10850791392922, 1.9855362664775549, 0.09770113, 43, 23.110177771512106, 88.33333333333333, 'Low Risk'),
(46720, 73, 14, '14:45.8', 36.52234828355537, 95.29658866221055, 135, 80, 49, 'Male', 54.13166569330312, 1.5104505285878833, 0.064256399, 55, 23.72675686982699, 98.33333333333333, 'Low Risk'),
(46721, 72, 16, '13:45.8', 37.13572378595546, 96.30633332798504, 115, 81, 46, 'Female', 75.75237912194198, 1.595322816632836, 0.11391956409265391, 34, 29.764536490484172, 92.33333333333333, 'Low Risk'),
(46722, 89, 16, '12:45.8', 36.78418060064452, 96.12431059673418, 117, 73, 40, 'Female', 57.05520962778201, 1.6992001110326642, 0.079168399, 44, 19.76087858620565, 87.66666666666667, 'Low Risk'),
(46723, 62, 13, '11:45.8', 36.10247581722817, 99.52314670504956, 125, 71, 24, 'Male', 73.57760210118076, 1.689392375502551, 0.11774575394211154, 54, 25.780098384613026, 89, 'Low Risk'),
(46724, 77, 14, '10:45.8', 36.60150942909585, 95.75402318477276, 126, 74, 67, 'Female', 93.55217730895771, 1.8957651015891075, 0.058903888408097294, 52, 26.030640307924713, 91.33333333333333, 'Low Risk'),
(46725, 69, 18, '09:45.8', 36.194058472083505, 96.94698023107755, 131, 74, 49, 'Female', 56.534926481331475, 1.5214692158287462, 0.1239657271355543, 57, 24.422521044549207, 93, 'Low Risk'),
(46726, 61, 18, '08:45.8', 37.302750278913734, 97.98615259577893, 118, 78, 25, 'Male', 50.95179142916183, 1.5585727090297756, 0.11195912741401298, 40, 20.975161980772846, 91.33333333333333, 'Low Risk'),
(46727, 76, 13, '07:45.8', 37.39900554258033, 99.30816529693784, 135, 75, 47, 'Female', 81.04174967736552, 1.8175473668891953, 0.07626559, 60, 24.53224726, 95, 'Low Risk'),
(46728, 64, 13, '06:45.8', 36.22204394, 97.66764955936551, 129, 71, 33, 'Female', 96.24946611, 1.9594132891299467, 0.07100213, 58, 25.069532241550377, 90.33333333333333, 'Low Risk'),
(46729, 95, 12, '05:45.8', 36.32887385467831, 98.83774695150392, 135, 87, 24, 'Female', 91.94761371595152, 1.9682519425277758, 0.075692267, 48, 23.734445241424037, 103, 'High Risk'),
(46730, 76, 12, '04:45.8', 37.00604538507929, 97.68158549268321, 121, 79, 77, 'Male', 71.92661440912566, 1.533384394094756, 0.1427436513581251, 42, 30.590567976370323, 93, 'High Risk'),
(46731, 75, 12, '03:45.8', 36.166337688329904, 97.32876235, 139, 71, 35, 'Female', 97.19154638946839, 1.7881743644233052, 0.099514512, 68, 30.39546300094575, 93.66666666666666, 'High Risk'),
(46732, 60, 16, '02:45.8', 36.65140090802002, 99.91815561, 130, 83, 71, 'Male', 64.04739457894561, 1.7091331914478025, 0.11102190973642621, 47, 21.92550731783136, 98.66666666666667, 'Low Risk'),
(46733, 80, 15, '01:45.8', 36.68928519126474, 99.49703500300724, 125, 85, 45, 'Female', 54.98415449699285, 1.8870593787909344, 0.05580034, 40, 15.440679879765737, 98.33333333333333, 'High Risk'),
(46734, 97, 19, '00:45.8', 36.02898308698797, 97.21832253910642, 127, 84, 57, 'Female', 75.26584274827614, 1.858513895053935, 0.14218494001399185, 43, 21.790455261971008, 98.33333333333333, 'High Risk'),
(46735, 79, 18, '59:45.8', 37.330687604651835, 98.02151079, 126, 82, 57, 'Male', 53.78855406442095, 1.623492965561359, 0.081753492, 44, 20.407464391495147, 96.66666666666667, 'Low Risk'),
(46736, 74, 19, '58:45.8', 37.34709226047555, 97.10823392653035, 111, 73, 39, 'Male', 70.96927219240251, 1.5269626077178988, 0.11557112166786446, 38, 30.437820187533827, 85.66666666666667, 'High Risk'),
(46737, 96, 17, '57:45.8', 36.236342622476336, 96.37442384917134, 129, 86, 26, 'Male', 70.54658310693316, 1.7008346581353433, 0.12524738764084425, 43, 24.386630041781217, 100.33333333333333, 'High Risk'),
(46738, 97, 13, '56:45.8', 36.397472970904715, 98.26140437, 127, 85, 68, 'Male', 67.93225155727143, 1.9279072760011307, 0.097254446, 42, 18.276950027007768, 99, 'High Risk'),
(46739, 80, 15, '55:45.8', 37.44007012651323, 98.80668954631646, 137, 89, 23, 'Male', 83.60833972251336, 1.8652859807491027, 0.14685969469916305, 48, 24.030275346068226, 105, 'Low Risk'),
(46740, 85, 16, '54:45.8', 37.05415388815997, 99.53128643001214, 130, 72, 31, 'Male', 76.36411135297625, 1.622832611868993, 0.08112987, 58, 28.996250911714668, 91.33333333333333, 'Low Risk'),
(46741, 82, 12, '53:45.8', 36.797888372745675, 98.31227604227149, 135, 70, 23, 'Female', 85.81011641, 1.673069443852661, 0.12234877632672617, 65, 30.655651909881087, 91.66666666666666, 'High Risk'),
(46742, 70, 15, '52:45.8', 37.386055649608906, 95.33217430769321, 127, 75, 81, 'Female', 55.04754458857876, 1.8397082079199913, 0.11698229767295079, 52, 16.264475399862107, 92.33333333333333, 'High Risk'),
(46743, 74, 17, '51:45.8', 36.18515328008476, 96.51646908665221, 112, 74, 65, 'Male', 55.03382928944184, 1.8756751843047694, 0.066771001, 38, 15.64279907888957, 86.66666666666667, 'High Risk'),
(46744, 83, 15, '50:45.8', 37.23940595053411, 96.30122770577248, 126, 88, 37, 'Male', 50.41127764069713, 1.5312609844272902, 0.11893821948811378, 38, 21.499545065832194, 100.66666666666667, 'Low Risk'),
(46745, 93, 12, '49:45.8', 37.242659793748764, 97.01292299395688, 139, 86, 69, 'Female', 68.09020997733015, 1.7458353382919678, 0.095298226, 53, 22.339739956328884, 103.66666666666666, 'High Risk'),
(46746, 64, 16, '48:45.8', 37.45797870903959, 97.87524650788961, 112, 79, 36, 'Male', 71.39729003, 1.9483249079346183, 0.11448981823685435, 33, 18.808707927349353, 90, 'Low Risk'),
(46747, 71, 16, '47:45.8', 36.66969838521896, 96.87307614209007, 136, 77, 34, 'Female', 82.84055796446088, 1.8603722120539867, 0.076671644, 59, 23.935545381526985, 96.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(46748, 84, 18, '46:45.8', 36.846042648142934, 97.07378493081755, 132, 81, 64, 'Female', 75.50986357938957, 1.7331192228286136, 0.11570889467335516, 51, 25.13893106989972, 98, 'Low Risk'),
(46749, 67, 17, '45:45.8', 36.59748111032318, 96.70322200200076, 130, 85, 54, 'Male', 87.32707614939984, 1.9322004874251741, 0.066316859, 45, 23.390771416199243, 100, 'Low Risk'),
(46750, 69, 16, '44:45.8', 37.42775035, 96.79411998, 129, 81, 32, 'Female', 75.48690846799681, 1.861408993412948, 0.063220936, 48, 21.786527951020336, 97, 'Low Risk'),
(46751, 87, 13, '43:45.8', 36.828307184627796, 97.40714717, 139, 76, 24, 'Female', 79.64740650897316, 1.710346633401974, 0.051667393685542795, 63, 27.22722401361622, 97, 'Low Risk'),
(46752, 72, 17, '42:45.8', 37.15368171928068, 95.65113292, 129, 87, 38, 'Female', 53.46833161752825, 1.5492441420025636, 0.14396665108896317, 42, 22.27701039968913, 101, 'Low Risk'),
(46753, 91, 19, '41:45.8', 36.94572163556181, 97.79176330145678, 116, 87, 54, 'Male', 88.52639874532221, 1.7668888313642104, 0.087283624, 29, 28.356612362279968, 96.66666666666667, 'High Risk'),
(46754, 69, 13, '40:45.8', 36.33461272674745, 98.84425284, 137, 89, 50, 'Male', 95.876067, 1.7724440782233741, 0.1130024696401828, 48, 30.51863651024568, 105, 'High Risk'),
(46755, 92, 17, '39:45.8', 36.47385406937838, 97.85796736874758, 110, 76, 39, 'Male', 82.19265142, 1.6679082913644596, 0.061281429597001724, 34, 29.54531708103008, 87.33333333333333, 'High Risk'),
(46756, 82, 15, '38:45.8', 36.43582088157526, 98.35715997126894, 128, 85, 53, 'Female', 51.210603905337535, 1.722518712852838, 0.096318939, 43, 17.25965061330371, 99.33333333333333, 'High Risk'),
(46757, 77, 16, '37:45.8', 36.640182354974506, 97.73493991940256, 112, 73, 20, 'Female', 55.99301011670818, 1.9516077354134151, 0.139618605, 39, 14.701063504957215, 86, 'High Risk'),
(46758, 98, 15, '36:45.8', 36.93362562086529, 95.57427862976837, 128, 84, 47, 'Female', 85.82259392558646, 1.9011367809900734, 0.074522288, 44, 23.745149503900404, 98.66666666666667, 'High Risk'),
(46759, 67, 14, '35:45.8', 36.62932976819873, 97.18913554474616, 116, 81, 44, 'Female', 65.43394357504837, 1.9779248680133088, 0.14593975897555828, 35, 16.72566960527818, 92.66666666666667, 'High Risk'),
(46760, 65, 14, '34:45.8', 37.370703034343556, 95.90630263352902, 114, 87, 21, 'Male', 85.17218647649858, 1.9061477511359797, 0.089948806, 27, 23.44146091189174, 96, 'Low Risk'),
(46761, 99, 13, '33:45.8', 36.25635794366368, 96.2050172, 136, 85, 85, 'Male', 65.86008864409644, 1.5060210679822599, 0.084116448, 51, 29.037566423658955, 102, 'High Risk'),
(46762, 65, 16, '32:45.8', 36.05647103424047, 98.89205567018573, 118, 70, 36, 'Male', 64.48790444212577, 1.5874858225685622, 0.073771433, 48, 25.58930871740957, 86, 'Low Risk'),
(46763, 94, 16, '31:45.8', 36.34231583500954, 99.45595187464556, 120, 88, 57, 'Male', 52.501271714095445, 1.9361995692698128, 0.07297042, 32, 14.004563751512062, 98.66666666666667, 'High Risk'),
(46764, 63, 19, '30:45.8', 36.96132470181447, 99.90607153710884, 136, 71, 26, 'Male', 75.11994124594476, 1.5565870823165455, 0.08318266, 65, 31.003333750832493, 92.66666666666666, 'High Risk'),
(46765, 64, 18, '29:45.8', 36.84359936202577, 97.14260786749146, 124, 89, 45, 'Male', 55.95610883322632, 1.9307527308416912, 0.1222986787426889, 35, 15.010466536431844, 100.66666666666667, 'High Risk'),
(46766, 82, 14, '28:45.8', 37.24196854087972, 96.27844071289687, 123, 75, 66, 'Male', 82.46377174048995, 1.7072489335305732, 0.1489720897650939, 48, 28.292380782516528, 91, 'Low Risk'),
(46767, 73, 15, '27:45.8', 37.40892828066003, 99.04891080479327, 119, 72, 77, 'Male', 54.62248242190112, 1.8617591069718573, 0.1352519128361896, 47, 15.758847751396921, 87.66666666666667, 'High Risk'),
(46768, 77, 14, '26:45.8', 36.55508846482778, 97.35290273674816, 124, 89, 18, 'Male', 94.53878172847654, 1.6491505598181069, 0.1478461820040135, 35, 34.760770023790485, 100.66666666666667, 'High Risk'),
(46769, 60, 12, '25:45.8', 36.538654277552574, 97.09664110146419, 132, 83, 22, 'Female', 63.50968179010796, 1.694171318241859, 0.12197926653200526, 49, 22.127140156007407, 99.33333333333333, 'Low Risk'),
(46770, 68, 17, '24:45.8', 36.318856526306305, 96.26817021016473, 118, 88, 50, 'Male', 72.53988894189519, 1.7790018463227577, 0.1409258530300383, 30, 22.920500073176733, 98, 'Low Risk'),
(46771, 91, 15, '23:45.8', 37.270430931703935, 96.49005843307188, 116, 74, 84, 'Male', 81.98978287603606, 1.7664495203320043, 0.14307797300251437, 42, 26.27588025440126, 88, 'High Risk'),
(46772, 70, 17, '22:45.8', 36.558336018146946, 95.12116076, 128, 89, 38, 'Male', 67.04837034095432, 1.819217140436553, 0.072934586, 39, 20.259053345526347, 102, 'Low Risk'),
(46773, 61, 18, '21:45.8', 37.24277615219645, 99.22259362595678, 127, 81, 78, 'Male', 94.12845142, 1.8546742636418885, 0.14484841423637984, 46, 27.364380635802796, 96.33333333333333, 'Low Risk'),
(46774, 79, 15, '20:45.8', 37.31060775051384, 97.42190452779013, 133, 72, 28, 'Male', 57.66284044034141, 1.5612802152809757, 0.11800753838666483, 61, 23.655619124127174, 92.33333333333333, 'Low Risk'),
(46775, 91, 16, '19:45.8', 37.18875958623107, 97.83030684242638, 111, 75, 55, 'Female', 66.19713173697652, 1.7677944287380531, 0.066362787, 36, 21.182423688992206, 87, 'High Risk'),
(46776, 67, 14, '18:45.8', 36.13295155382759, 96.21691542, 133, 78, 32, 'Female', 97.05880513567416, 1.6681855994179813, 0.10876956261062348, 55, 34.87756886239906, 96.33333333333333, 'High Risk'),
(46777, 78, 17, '17:45.8', 36.86394983187611, 99.07449422867292, 111, 80, 43, 'Female', 89.99822031, 1.5537120743566426, 0.099444284, 31, 37.28145383822089, 90.33333333333333, 'High Risk'),
(46778, 85, 14, '16:45.8', 37.009664934501735, 97.95264503260405, 115, 80, 65, 'Male', 81.41663125709837, 1.8461648732461589, 0.080247825, 35, 23.887580405855694, 91.66666666666667, 'Low Risk'),
(46779, 71, 13, '15:45.8', 36.268582874390304, 98.02926360519358, 132, 85, 81, 'Male', 93.59827284886899, 1.906579054375653, 0.093235604, 47, 25.748871489858956, 100.66666666666667, 'Low Risk'),
(46780, 74, 14, '14:45.8', 37.300614743900795, 98.26578491241312, 125, 71, 45, 'Female', 52.90826247701002, 1.7487481660911108, 0.052427404, 54, 17.300910333614578, 89, 'High Risk'),
(46781, 94, 16, '13:45.8', 36.42826057930183, 97.24516761444663, 123, 89, 31, 'Female', 90.39304440795732, 1.6277232169463303, 0.11383729170559521, 34, 34.11724053694824, 100.33333333333333, 'High Risk'),
(46782, 96, 17, '12:45.8', 36.54664797509707, 99.35927516615553, 115, 80, 24, 'Female', 66.08444862011864, 1.7617605334036182, 0.097217433, 35, 21.291463641433683, 91.66666666666667, 'High Risk'),
(46783, 86, 16, '11:45.8', 36.51572850280684, 96.76096110178841, 128, 82, 71, 'Female', 99.74713363416677, 1.8756570721777877, 0.069740429, 46, 28.35264281464512, 97.33333333333333, 'Low Risk'),
(46784, 81, 13, '10:45.8', 36.40529944260407, 96.05523311116735, 123, 83, 68, 'Male', 66.95035385676599, 1.7106027889346516, 0.077824152, 40, 22.87992124502552, 96.33333333333333, 'Low Risk'),
(46785, 66, 16, '09:45.8', 36.85411677022052, 95.97710087245238, 135, 76, 61, 'Female', 53.570968738565284, 1.7153635186752085, 0.093655196, 59, 18.206109936368236, 95.66666666666666, 'High Risk'),
(46786, 68, 17, '08:45.8', 36.71680443840397, 95.05002349648461, 139, 77, 76, 'Female', 81.78678260288626, 1.5828694005841482, 0.057602028, 62, 32.64321735328258, 97.66666666666666, 'High Risk'),
(46787, 99, 19, '07:45.8', 36.30069512988957, 95.81136958339275, 117, 88, 29, 'Male', 88.04308046, 1.850136748178329, 0.1311619940643594, 29, 25.720983483703264, 97.66666666666667, 'High Risk'),
(46788, 66, 18, '06:45.8', 36.207555220604455, 97.35938167190037, 113, 76, 22, 'Male', 92.35945818956651, 1.9852883209900591, 0.067046183, 37, 23.433340389365515, 88.33333333333333, 'Low Risk'),
(46789, 95, 12, '05:45.8', 36.90710514035005, 98.67322630179109, 112, 76, 44, 'Female', 85.30805336193738, 1.7141495088155594, 0.062307684, 36, 29.033048177907986, 88, 'High Risk'),
(46790, 72, 18, '04:45.8', 36.890078776493375, 96.08556738450869, 131, 71, 24, 'Female', 98.99109039, 1.9904818464257914, 0.096162343, 60, 24.985017954348393, 91, 'Low Risk'),
(46791, 90, 19, '03:45.8', 36.24217462881102, 98.36633141788128, 128, 74, 40, 'Male', 88.88559008, 1.9995350191306178, 0.067315331, 54, 22.231733649854288, 92, 'Low Risk'),
(46792, 88, 12, '02:45.8', 36.30614472, 96.61890313317548, 125, 76, 45, 'Female', 61.734904645659356, 1.5895666705209668, 0.085616596, 49, 24.43280256329691, 92.33333333333333, 'Low Risk'),
(46793, 95, 14, '01:45.8', 36.76916764522852, 98.10632071154336, 110, 82, 52, 'Male', 52.965868997422554, 1.9595989716517992, 0.089604798, 28, 13.793094010896526, 91.33333333333333, 'High Risk'),
(46794, 89, 19, '00:45.8', 36.629798238013045, 99.87506944220944, 128, 89, 55, 'Male', 53.95684659501316, 1.7133457026077203, 0.099338066, 39, 18.38046782546859, 102, 'High Risk'),
(46795, 94, 12, '59:45.8', 36.18285705369069, 99.34072958610668, 124, 89, 21, 'Male', 61.704405644312125, 1.6099523234545052, 0.083294196, 35, 23.80620357328152, 100.66666666666667, 'High Risk'),
(46796, 89, 19, '58:45.8', 37.40249214701357, 99.48086430961864, 122, 88, 81, 'Male', 72.62733064592155, 1.7219615982796272, 0.082535071, 34, 24.493630299065604, 99.33333333333333, 'Low Risk'),
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(46975, 67, 16, '59:45.8', 37.42158399755783, 99.69179782419711, 118, 70, 50, 'Male', 77.59585907409122, 1.6877737169675087, 0.14294659551978728, 48, 27.240188379407748, 86, 'Low Risk'),
(46976, 94, 14, '58:45.8', 36.35985557354295, 99.64182822586038, 130, 81, 61, 'Male', 85.98684710631814, 1.6594421721308734, 0.088257376, 49, 31.225383379873403, 97.33333333333333, 'High Risk'),
(46977, 91, 18, '57:45.8', 36.46017346, 95.04994078305984, 130, 76, 57, 'Female', 94.88252477256665, 1.5438070668592625, 0.073444711, 54, 39.810733858506204, 94, 'High Risk'),
(46978, 97, 13, '56:45.8', 36.02504203913817, 95.93657340988098, 115, 71, 51, 'Female', 75.75362405, 1.5478002684767542, 0.08491569, 44, 31.620852838810954, 85.66666666666667, 'High Risk'),
(46979, 68, 16, '55:45.8', 37.46193079892917, 98.56066314802702, 117, 70, 54, 'Female', 62.65565467331718, 1.6100964523129513, 0.083587663, 47, 24.168877807283117, 85.66666666666667, 'Low Risk'),
(46980, 88, 15, '54:45.8', 36.396391165886534, 98.71223445298861, 137, 85, 27, 'Male', 64.25917647238266, 1.9323709153827795, 0.10370491264562084, 52, 17.208942008596665, 102.33333333333333, 'High Risk'),
(46981, 61, 16, '53:45.8', 36.08154559655889, 95.13844673415976, 118, 76, 72, 'Female', 77.20186802003167, 1.8743537612878067, 0.10077596244711964, 42, 21.97478753758404, 90, 'Low Risk'),
(46982, 99, 18, '52:45.8', 36.661150018469215, 99.43402752505587, 139, 87, 22, 'Male', 52.77091464940887, 1.7969602750641827, 0.1404777472562379, 52, 16.342468964105024, 104.33333333333333, 'High Risk'),
(46983, 78, 13, '51:45.8', 36.43123169107657, 95.20926360434525, 125, 72, 71, 'Female', 68.02449788, 1.6841977493362439, 0.079477228, 53, 23.98165657228518, 89.66666666666666, 'Low Risk'),
(46984, 73, 17, '50:45.8', 37.47885873332409, 96.8226097, 135, 73, 62, 'Female', 85.37804979270985, 1.7884064941151692, 0.12135157844629205, 62, 26.694006013847833, 93.66666666666666, 'Low Risk'),
(46985, 75, 12, '49:45.8', 36.079456827573985, 98.85509847403296, 132, 77, 79, 'Male', 56.773588122550244, 1.750512366438516, 0.070055162, 55, 18.52746392857299, 95.33333333333333, 'Low Risk'),
(46986, 64, 12, '48:45.8', 36.57069663404226, 99.68618689132954, 124, 83, 68, 'Male', 64.52913468, 1.9492863973562886, 0.097520686, 41, 16.982613938652374, 96.66666666666667, 'High Risk'),
(46987, 87, 18, '47:45.8', 36.67869363088002, 98.67192476788726, 138, 79, 89, 'Male', 50.82620375544607, 1.548662166209755, 0.052079691, 59, 21.19211469715452, 98.66666666666666, 'Low Risk'),
(46988, 62, 19, '46:45.8', 37.176532329482626, 99.08028138, 129, 88, 52, 'Male', 72.93427298129939, 1.9252834809035435, 0.14853192667265713, 41, 19.676248059062182, 101.66666666666667, 'Low Risk'),
(46989, 97, 16, '45:45.8', 37.02304200832252, 98.78805662414365, 111, 88, 28, 'Male', 77.62104833182165, 1.669760571, 0.1346560960282957, 23, 27.840119852884424, 95.66666666666667, 'High Risk'),
(46990, 63, 14, '44:45.8', 36.04810664603043, 95.22310228499569, 110, 84, 50, 'Male', 74.83259634, 1.656443761647697, 0.074218354, 26, 27.273283204352666, 92.66666666666667, 'Low Risk'),
(46991, 82, 14, '43:45.8', 36.41965521767376, 95.82128942, 113, 88, 66, 'Female', 50.26552024560569, 1.9792637959832953, 0.066470806, 25, 12.831068405326985, 96.33333333333333, 'High Risk'),
(46992, 66, 12, '42:45.8', 37.051155444426435, 95.74832303855648, 125, 75, 56, 'Male', 98.56670237472227, 1.709968688944988, 0.059860387942101134, 50, 33.70962419089748, 91.66666666666666, 'High Risk'),
(46993, 70, 17, '41:45.8', 36.908686175772814, 99.90090024206553, 115, 81, 49, 'Female', 64.35109726374056, 1.7867149251654826, 0.1318557826511961, 34, 20.157906480247384, 92.33333333333333, 'Low Risk'),
(46994, 68, 17, '40:45.8', 37.38044799023124, 95.39919031169315, 113, 87, 18, 'Female', 88.57676349658587, 1.8091796251885885, 0.1403071761245322, 26, 27.061784500660217, 95.66666666666667, 'Low Risk'),
(46995, 96, 12, '39:45.8', 36.60567998151096, 95.03600257554908, 111, 77, 20, 'Male', 65.35224828196624, 1.9891510794926917, 0.122391496, 34, 16.51676514053955, 88.33333333333333, 'High Risk'),
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(46997, 78, 12, '37:45.8', 36.50885331651733, 98.82603649287833, 119, 77, 63, 'Female', 73.14451974, 1.8877450940340876, 0.064189157, 42, 20.52556365513023, 91, 'Low Risk'),
(46998, 95, 14, '36:45.8', 36.949476391674644, 99.23529042967988, 123, 82, 37, 'Female', 61.35067153117923, 1.569479407930734, 0.11896404686513037, 41, 24.906234729349364, 95.66666666666667, 'High Risk'),
(46999, 93, 17, '35:45.8', 36.58184468407667, 99.98754998545205, 127, 83, 23, 'Male', 78.03795815306125, 1.9804545204409771, 0.076401133, 44, 19.896475450892805, 97.66666666666667, 'High Risk'),
(47000, 87, 19, '34:45.8', 37.014899895559964, 98.80695533, 117, 70, 71, 'Male', 79.2920388, 1.920717289950779, 0.14067747002370565, 47, 21.493279836874432, 85.66666666666667, 'Low Risk'),
(47001, 99, 17, '33:45.8', 36.46486767184259, 99.85072533926426, 132, 75, 33, 'Male', 73.81572025980653, 1.5188240883484152, 0.084732651, 57, 31.99881599, 94, 'High Risk'),
(47002, 81, 13, '32:45.8', 36.27269034641778, 97.21471520201709, 114, 72, 81, 'Male', 52.92225498584748, 1.6210218434776953, 0.058939671, 42, 20.140052894242668, 86, 'Low Risk'),
(47003, 73, 18, '31:45.8', 37.32302202263237, 95.14079262338034, 115, 89, 54, 'Male', 87.38991607, 1.632804645613292, 0.12213296806575832, 26, 32.77878619579683, 97.66666666666667, 'High Risk'),
(47004, 62, 12, '30:45.8', 36.308571252772104, 96.00234951379325, 112, 70, 51, 'Male', 50.049647335365464, 1.698089214155847, 0.065377055, 42, 17.357213870412924, 84, 'High Risk'),
(47005, 98, 15, '29:45.8', 36.55983908378806, 97.95375628932263, 118, 82, 63, 'Male', 75.43528912894928, 1.9616160107664133, 0.11991891230198572, 36, 19.604084423159282, 94, 'High Risk'),
(47006, 98, 18, '28:45.8', 36.12659156958939, 96.18958442646412, 122, 75, 47, 'Male', 74.51729520170974, 1.526210383785356, 0.0754129, 47, 31.991033798111523, 90.66666666666667, 'High Risk'),
(47007, 77, 13, '27:45.8', 36.979764069283334, 99.08299481360973, 111, 73, 63, 'Male', 85.13392834275173, 1.7082096854638062, 0.087605701, 38, 29.175634764124354, 85.66666666666667, 'Low Risk'),
(47008, 80, 18, '26:45.8', 37.08391549036168, 96.91127555170257, 129, 78, 72, 'Male', 64.50820424875376, 1.8307648871515767, 0.13915685553595863, 51, 19.246413122442327, 95, 'Low Risk'),
(47009, 61, 14, '25:45.8', 36.690957199250875, 96.69364416241748, 116, 77, 43, 'Male', 76.27913249, 1.726293887406477, 0.074175096, 39, 25.596246252911126, 90, 'Low Risk'),
(47010, 82, 16, '24:45.8', 37.30742309119425, 98.75397946825505, 117, 79, 83, 'Male', 52.53149191365521, 1.626197085091282, 0.07465259, 38, 19.864305170653086, 91.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(47011, 67, 14, '23:45.8', 37.325514890864454, 96.55624918123945, 131, 72, 84, 'Female', 60.71703714395715, 1.745401999, 0.090176674, 59, 19.93056603326233, 91.66666666666666, 'Low Risk'),
(47012, 91, 15, '22:45.8', 37.189274645518545, 98.32048450894352, 125, 70, 38, 'Female', 89.66333552573107, 1.7631620298238238, 0.13081625775724384, 55, 28.84233664472201, 88.33333333333333, 'High Risk'),
(47013, 99, 14, '21:45.8', 37.48267250501786, 97.66712871085524, 117, 71, 47, 'Male', 67.24737620424094, 1.8452604318801442, 0.08571649, 46, 19.749677382043995, 86.33333333333333, 'High Risk'),
(47014, 65, 16, '20:45.8', 36.12740519914744, 96.56038940053816, 134, 86, 52, 'Female', 58.44569067, 1.844607936117127, 0.059472914, 48, 17.176882687836937, 102, 'High Risk'),
(47015, 71, 19, '19:45.8', 37.06572946163627, 95.67738943224398, 138, 86, 29, 'Female', 93.07064753041655, 1.7797358551299403, 0.11916947237864774, 52, 29.383372144566827, 103.33333333333333, 'Low Risk'),
(47016, 94, 15, '18:45.8', 36.26915330644125, 99.84026742385248, 120, 86, 23, 'Male', 78.92019543518293, 1.5078212016614598, 0.07472234, 34, 34.71270525047548, 97.33333333333333, 'High Risk'),
(47017, 92, 13, '17:45.8', 37.24776719406354, 96.67448503873173, 127, 84, 59, 'Male', 52.88972275001109, 1.6022469659380814, 0.058431655, 43, 20.60214192853006, 98.33333333333333, 'High Risk'),
(47018, 84, 12, '16:45.8', 36.70552277747093, 95.61124344985502, 136, 72, 58, 'Female', 77.38166307100042, 1.7732424037509058, 0.14059456579310192, 64, 24.609446338237298, 93.33333333333333, 'Low Risk'),
(47019, 82, 15, '15:45.8', 36.33024812346656, 95.61261361127339, 134, 71, 48, 'Male', 90.39725472754981, 1.5421959955950917, 0.13628170895118363, 63, 38.00809468848829, 92, 'High Risk'),
(47020, 62, 18, '14:45.8', 36.73493150667775, 95.96392006929558, 110, 74, 24, 'Female', 62.55354150821409, 1.9133984922788485, 0.13360931353887376, 36, 17.08602540440726, 86, 'High Risk'),
(47021, 73, 19, '13:45.8', 36.66467474713905, 96.88558293826648, 139, 73, 19, 'Female', 55.99321587060446, 1.6815257676697826, 0.14560263301623527, 66, 19.802880078538468, 95, 'Low Risk'),
(47022, 99, 15, '12:45.8', 37.11433135192942, 99.81895098917622, 138, 77, 45, 'Female', 75.05763478180786, 1.8491802558286612, 0.11258510296503771, 61, 21.950093744040533, 97.33333333333333, 'High Risk'),
(47023, 62, 19, '11:45.8', 36.63168985816424, 99.54952752621817, 116, 87, 71, 'Female', 93.27660587560106, 1.6445214582203012, 0.075762697, 29, 34.49003581799055, 96.66666666666667, 'High Risk'),
(47024, 80, 17, '10:45.8', 36.18385662501798, 99.14288439279258, 116, 81, 51, 'Male', 51.79482013044473, 1.5269612262232375, 0.10439269622191237, 35, 22.214181232834548, 92.66666666666667, 'Low Risk'),
(47025, 86, 14, '09:45.8', 36.84369559132779, 98.24493854863512, 128, 82, 37, 'Female', 78.39532054853395, 1.6065749268002159, 0.11023119391755276, 46, 30.373033601611304, 97.33333333333333, 'High Risk'),
(47026, 93, 16, '08:45.8', 36.10341346801311, 95.97685364607581, 120, 80, 62, 'Female', 51.44093047677426, 1.6091092947873873, 0.082578305, 40, 19.867248713623674, 93.33333333333333, 'High Risk'),
(47027, 81, 19, '07:45.8', 36.84297399553942, 96.72351270146879, 130, 83, 53, 'Male', 86.32415248789155, 1.8581936431036086, 0.086524099, 47, 25.000597212751657, 98.66666666666667, 'Low Risk'),
(47028, 72, 12, '06:45.8', 36.82113226665006, 95.78260762852494, 112, 71, 42, 'Female', 72.30338237087025, 1.6895996256747896, 0.10481321555442778, 41, 25.327423070490525, 84.66666666666667, 'Low Risk'),
(47029, 72, 13, '05:45.8', 37.45102520663256, 95.76369406505758, 132, 76, 72, 'Female', 86.81612721471964, 1.6512810550225219, 0.14433948102960711, 56, 31.838926167154202, 94.66666666666666, 'High Risk'),
(47030, 95, 16, '04:45.8', 36.812004398733585, 96.97966906027894, 115, 75, 71, 'Female', 57.39963400036741, 1.725172197273393, 0.071567605, 40, 19.28609147182052, 88.33333333333333, 'High Risk'),
(47031, 76, 18, '03:45.8', 36.68789436782421, 98.40519281717005, 110, 70, 81, 'Female', 84.29541489401163, 1.673400011337918, 0.1288833665299287, 40, 30.102628390176044, 83.33333333333333, 'High Risk'),
(47032, 97, 18, '02:45.8', 36.52483186878614, 99.82201945827514, 130, 84, 53, 'Female', 67.87112109002712, 1.7759663044887402, 0.1022276029021426, 46, 21.518677638742847, 99.33333333333333, 'High Risk'),
(47033, 75, 13, '01:45.8', 36.574426463140796, 99.56641588037185, 122, 78, 79, 'Male', 96.3672144, 1.716638000700339, 0.12379981723918738, 44, 32.701815286645946, 92.66666666666667, 'High Risk'),
(47034, 81, 12, '00:45.8', 37.117751036754285, 95.68460093765104, 132, 72, 64, 'Male', 93.97971819474157, 1.5530460150806666, 0.092879554, 60, 38.964175538606746, 92, 'High Risk'),
(47035, 83, 15, '59:45.8', 36.52412283245194, 96.64319438653435, 114, 80, 61, 'Female', 77.35774001462983, 1.5157345911646358, 0.077720585, 34, 33.67111124503572, 91.33333333333333, 'High Risk'),
(47036, 80, 17, '58:45.8', 36.726295747447494, 97.99683797, 132, 83, 68, 'Female', 61.340324082115046, 1.7101777644114315, 0.071716613, 49, 20.973144798763887, 99.33333333333333, 'Low Risk'),
(47037, 77, 12, '57:45.8', 37.10816442418559, 99.65943840745865, 138, 72, 28, 'Male', 64.67412435867801, 1.9966690779104908, 0.082745911, 66, 16.22252205, 94, 'High Risk'),
(47038, 61, 19, '56:45.8', 36.815677494329705, 96.83200769560668, 110, 71, 64, 'Female', 72.90224039191196, 1.798302360901185, 0.071125948, 39, 22.543193879426674, 84, 'Low Risk'),
(47039, 68, 13, '55:45.8', 37.411540146240085, 99.07989818582229, 122, 71, 53, 'Male', 50.00393780637818, 1.8972012984707463, 0.069221149, 51, 13.892403217013692, 88, 'High Risk'),
(47040, 95, 19, '54:45.8', 36.03704024827648, 99.39662878904285, 114, 73, 79, 'Male', 87.36900891394598, 1.923923123109975, 0.065546159, 41, 23.60380295973739, 86.66666666666667, 'High Risk'),
(47041, 62, 14, '53:45.8', 36.44914272829531, 95.57240936, 132, 89, 47, 'Male', 87.11839288312571, 1.8163140068077497, 0.05590246, 43, 26.40754271778728, 103.33333333333333, 'Low Risk'),
(47042, 60, 12, '52:45.8', 37.082795429650375, 97.65016192222463, 112, 76, 58, 'Male', 73.38183394631636, 1.790444636747386, 0.091167341, 36, 22.891105573803003, 88, 'Low Risk'),
(47043, 70, 12, '51:45.8', 36.319755198431416, 97.69658524271519, 128, 78, 43, 'Female', 69.32314101324832, 1.611040154758959, 0.1324913556300018, 50, 26.709484234749237, 94.66666666666666, 'Low Risk'),
(47044, 61, 19, '50:45.8', 37.32144370775425, 97.93392040058067, 122, 79, 79, 'Female', 96.63048335842882, 1.9572847483934472, 0.10389121703225515, 43, 25.223545246985072, 93.33333333333333, 'Low Risk'),
(47045, 70, 18, '49:45.8', 36.25043460723413, 96.62257864, 121, 73, 57, 'Female', 72.93904975283392, 1.7359885299117572, 0.10368484575995943, 48, 24.202843819431283, 89, 'Low Risk'),
(47046, 67, 13, '48:45.8', 36.514638858015104, 97.91669594729605, 115, 70, 62, 'Female', 88.66326819794729, 1.8094867972115445, 0.11093442490255476, 45, 27.07901721687882, 85, 'Low Risk'),
(47047, 82, 13, '47:45.8', 37.10659228914601, 95.46205036874387, 119, 89, 24, 'Male', 81.52018957427372, 1.5167490380163724, 0.088001677, 30, 35.435431421752185, 99, 'High Risk'),
(47048, 92, 12, '46:45.8', 36.67185770727168, 95.83295998304953, 116, 71, 21, 'Male', 90.25560869650963, 1.8185166714785663, 0.1478206539757692, 45, 27.292267908512464, 86, 'High Risk'),
(47049, 79, 16, '45:45.8', 36.49023348156471, 98.93569292, 118, 72, 50, 'Male', 70.08197655082562, 1.8425085964799401, 0.074542674, 46, 20.643688457315385, 87.33333333333333, 'Low Risk'),
(47050, 90, 14, '44:45.8', 36.577318360830255, 95.4436937, 118, 75, 19, 'Male', 55.722263479224054, 1.9408413929769377, 0.1467380227627505, 43, 14.792741139818517, 89.33333333333333, 'High Risk'),
(47051, 96, 16, '43:45.8', 37.16715228285659, 97.24786318946272, 139, 84, 44, 'Male', 52.145006924797386, 1.5056738372625365, 0.1468992073678858, 55, 23.001222612328828, 102.33333333333333, 'High Risk'),
(47052, 85, 13, '42:45.8', 37.34677828800587, 95.29593451239603, 129, 85, 74, 'Male', 50.70220576438093, 1.7679564315791199, 0.14713120065479557, 44, 16.22122830413528, 99.66666666666667, 'High Risk'),
(47053, 79, 19, '41:45.8', 36.79324389098792, 97.89751582829616, 136, 85, 23, 'Female', 94.05928228, 1.6624443020822797, 0.13582503045799083, 51, 34.03356573176124, 102, 'High Risk'),
(47054, 73, 19, '40:45.8', 36.03918089862326, 97.01197298893668, 114, 89, 56, 'Male', 54.21939832806554, 1.7925584759581015, 0.088286827, 25, 16.87361089580868, 97.33333333333333, 'High Risk'),
(47055, 77, 19, '39:45.8', 36.51740637995065, 99.26175967593778, 110, 87, 85, 'Male', 77.03637477, 1.6147258616895543, 0.1085179829079965, 23, 29.545968816948612, 94.66666666666667, 'Low Risk'),
(47056, 89, 17, '38:45.8', 36.00801408158183, 96.25264916790836, 134, 77, 29, 'Female', 64.56367727242538, 1.9148893873656585, 0.10131401005024085, 57, 17.607628783441314, 96, 'High Risk'),
(47057, 75, 18, '37:45.8', 36.17592297, 97.22572690743434, 139, 81, 47, 'Female', 60.38973405204637, 1.5999307010792196, 0.12444100779608246, 58, 23.591783426237857, 100.33333333333333, 'Low Risk'),
(47058, 97, 12, '36:45.8', 37.16118632301309, 96.85508741708648, 133, 85, 86, 'Female', 96.29517717722885, 1.6614809503902164, 0.065069215, 48, 34.88299807875591, 101, 'High Risk'),
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(47263, 88, 12, '11:45.8', 36.52156465723001, 98.58628318510318, 114, 84, 84, 'Male', 51.15110646177407, 1.6900836161187869, 0.1431095858636054, 30, 17.90765212404636, 94, 'High Risk'),
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(47267, 76, 19, '07:45.8', 36.46942224832461, 96.52714095, 115, 82, 74, 'Male', 64.03527150126413, 1.869266841722485, 0.08314461, 33, 18.32637844928446, 93, 'High Risk'),
(47268, 81, 16, '06:45.8', 36.06189346176035, 97.79400100411986, 132, 70, 73, 'Female', 72.63738837811547, 1.9290649738854702, 0.10297018813844987, 62, 19.51940206566743, 90.66666666666666, 'Low Risk'),
(47269, 96, 14, '05:45.8', 36.08672482893847, 95.76845014725507, 134, 75, 21, 'Male', 55.80306064648318, 1.811464540708519, 0.10202613989106962, 59, 17.005850041507696, 94.66666666666666, 'High Risk'),
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INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(47277, 71, 15, '57:45.8', 36.42972906, 96.53898135310287, 122, 80, 59, 'Male', 51.484074722095606, 1.7385245271461187, 0.1309282950777524, 42, 17.033789175805804, 94, 'High Risk'),
(47278, 67, 18, '56:45.8', 37.38761360715009, 96.98426154865557, 122, 83, 70, 'Female', 98.30183832018967, 1.6412987476650327, 0.14694660997947157, 39, 36.49105027642628, 96, 'High Risk'),
(47279, 67, 14, '55:45.8', 36.42459457808099, 97.04107495366912, 127, 80, 66, 'Female', 79.25140806, 1.851886010637839, 0.11213273315463707, 47, 23.108858063552898, 95.66666666666667, 'Low Risk'),
(47280, 95, 16, '54:45.8', 36.45728798911911, 97.98775060802467, 129, 76, 24, 'Male', 76.44032784844927, 1.9036723721429738, 0.085194527, 53, 21.092989036393902, 93.66666666666666, 'High Risk'),
(47281, 75, 16, '53:45.8', 37.464283406519854, 95.96452555698681, 122, 73, 29, 'Male', 66.55161088485347, 1.8770772120939396, 0.055491495207484046, 49, 18.888361993324523, 89.33333333333333, 'Low Risk'),
(47282, 77, 17, '52:45.8', 36.46702895914319, 98.59237825430235, 127, 81, 85, 'Female', 81.95283412, 1.9022358025074162, 0.089388077, 46, 22.64828254259267, 96.33333333333333, 'Low Risk'),
(47283, 93, 19, '51:45.8', 36.36943480815237, 97.80898123004008, 126, 70, 56, 'Male', 99.83163488808188, 1.6184076176139137, 0.066968298, 56, 38.11468681092024, 88.66666666666666, 'High Risk'),
(47284, 63, 17, '50:45.8', 37.47377689349323, 96.93285387747285, 124, 87, 22, 'Male', 55.812441280033156, 1.5227409931206817, 0.079117578, 37, 24.07015797357157, 99.33333333333333, 'Low Risk'),
(47285, 62, 18, '49:45.8', 37.18889387434878, 95.84685190434152, 122, 73, 29, 'Female', 68.45647377853793, 1.8487614919391318, 0.052075219, 49, 20.02869953777309, 89.33333333333333, 'Low Risk'),
(47286, 83, 14, '48:45.8', 37.004553405150766, 98.87556929815435, 129, 76, 27, 'Female', 55.013405926983516, 1.6736976762536697, 0.051185181, 53, 19.63878008823009, 93.66666666666666, 'Low Risk'),
(47287, 98, 15, '47:45.8', 37.40119757726957, 98.19152132, 132, 86, 36, 'Female', 70.59677534223209, 1.5388990318143598, 0.074271363, 46, 29.810180888661854, 101.33333333333333, 'High Risk'),
(47288, 90, 14, '46:45.8', 36.401162882592736, 96.11185406, 118, 88, 44, 'Male', 68.29348152273734, 1.6507553548845806, 0.083591935, 30, 25.06189023816823, 98, 'Low Risk'),
(47289, 86, 15, '45:45.8', 36.79145342055958, 95.37673109465563, 121, 80, 70, 'Female', 55.44015935776515, 1.8920673280851954, 0.061366560147263806, 41, 15.486429401777754, 93.66666666666667, 'High Risk'),
(47290, 88, 17, '44:45.8', 36.48901645142522, 97.98842242058433, 124, 73, 70, 'Male', 91.20359756309124, 1.8551167255718695, 0.1459340984982081, 51, 26.501440908864716, 90, 'Low Risk'),
(47291, 85, 13, '43:45.8', 36.00426124838613, 98.49194118474318, 135, 83, 45, 'Male', 69.51684361743268, 1.5648865117649386, 0.07041748, 52, 28.38731718925054, 100.33333333333333, 'Low Risk'),
(47292, 71, 17, '42:45.8', 37.28911983683819, 95.49222654078221, 111, 81, 70, 'Male', 51.09130084, 1.8332517906715493, 0.09274907, 30, 15.20206988446216, 91, 'High Risk'),
(47293, 95, 14, '41:45.8', 37.31617026689475, 95.93990350733766, 124, 83, 71, 'Female', 87.62529242752385, 1.977450213594339, 0.074759376, 41, 22.408787808380378, 96.66666666666667, 'High Risk'),
(47294, 98, 18, '40:45.8', 37.05338754103499, 97.53199465984204, 132, 84, 70, 'Male', 97.07209014816853, 1.7976860412438518, 0.072956224, 48, 30.037700900554665, 100, 'High Risk'),
(47295, 62, 14, '39:45.8', 37.00732022933043, 96.90347004550641, 112, 81, 84, 'Female', 95.43790227874655, 1.6513809409598599, 0.10108382352816946, 31, 34.99663991611325, 91.33333333333333, 'High Risk'),
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(47302, 60, 14, '32:45.8', 36.541818733315445, 99.87276406955964, 137, 74, 65, 'Male', 61.32919176272249, 1.6227915246470084, 0.14949356543757142, 63, 23.288514094838103, 95, 'Low Risk'),
(47303, 80, 15, '31:45.8', 37.36917258811506, 98.92603210029716, 138, 73, 81, 'Female', 60.093073759777525, 1.5480062555021255, 0.081652432, 65, 25.07719725370814, 94.66666666666666, 'Low Risk'),
(47304, 85, 16, '30:45.8', 36.080367674515905, 98.97577842953129, 122, 78, 28, 'Female', 64.44325760537265, 1.505782986488351, 0.10744604787544303, 44, 28.42187428870548, 92.66666666666667, 'Low Risk'),
(47305, 66, 14, '29:45.8', 37.08979394, 99.72976773325526, 128, 78, 84, 'Female', 90.61547506279803, 1.5382247977389114, 0.14334662935051834, 50, 38.29682365019912, 94.66666666666666, 'High Risk'),
(47306, 92, 13, '28:45.8', 36.138331939327095, 96.70058167229881, 127, 85, 73, 'Female', 91.58466497960326, 1.6199126217164461, 0.067524981, 42, 34.901137563624495, 99, 'High Risk'),
(47307, 88, 18, '27:45.8', 36.090252357405895, 95.14073149306452, 131, 79, 56, 'Female', 60.80913403660075, 1.6353409312007723, 0.12083036312556836, 52, 22.73799700765681, 96.33333333333333, 'Low Risk'),
(47308, 89, 18, '26:45.8', 36.900892059605674, 98.57685703556227, 117, 82, 85, 'Female', 61.76280805089712, 1.8689578313024384, 0.056402504, 35, 17.68186326118155, 93.66666666666667, 'High Risk'),
(47309, 65, 15, '25:45.8', 36.97684197849134, 95.07360711027832, 114, 71, 59, 'Female', 58.169396558812096, 1.5801688262707567, 0.13466557712526048, 43, 23.29633372459321, 85.33333333333333, 'Low Risk'),
(47310, 95, 19, '24:45.8', 36.57802255103217, 97.45642085488547, 114, 85, 61, 'Male', 75.91200588661506, 1.764527986627217, 0.098979537, 29, 24.38110390922304, 94.66666666666667, 'High Risk'),
(47311, 70, 19, '23:45.8', 36.260156974504014, 97.55970890520031, 113, 70, 44, 'Female', 51.389806672650536, 1.703397689959571, 0.057765749018303385, 43, 17.711073117896575, 84.33333333333333, 'High Risk'),
(47312, 79, 18, '22:45.8', 36.727548270227174, 95.89614451, 110, 82, 19, 'Female', 72.23944423469239, 1.8209875298825642, 0.097573737, 28, 21.785144884848588, 91.33333333333333, 'Low Risk'),
(47313, 98, 17, '21:45.8', 36.363319330067824, 98.06807180094404, 119, 77, 58, 'Male', 55.95204691889448, 1.650315381978757, 0.10291452050653732, 42, 20.543861757588246, 91, 'High Risk'),
(47314, 64, 19, '20:45.8', 36.630094287013954, 99.66733835370553, 120, 80, 66, 'Female', 84.39982141492683, 1.7920735446766973, 0.068190871, 40, 26.28027288013299, 93.33333333333333, 'Low Risk'),
(47315, 69, 17, '19:45.8', 36.11789546842892, 98.60580358905764, 114, 81, 20, 'Male', 75.58293512439514, 1.7391233594084052, 0.080716387, 33, 24.98981125919535, 92, 'Low Risk'),
(47316, 68, 18, '18:45.8', 36.89251007831257, 99.38562109463317, 115, 74, 38, 'Male', 99.87394489, 1.6492542815096238, 0.059692270859602575, 41, 36.71782637343073, 87.66666666666667, 'High Risk'),
(47317, 98, 15, '17:45.8', 36.896924932453935, 95.28372346726454, 133, 74, 25, 'Male', 92.63626125, 1.9707886870979432, 0.1323223213904136, 59, 23.850687248830525, 93.66666666666666, 'High Risk'),
(47318, 72, 17, '16:45.8', 36.184262952087785, 97.75431884348514, 119, 83, 68, 'Female', 63.83183156805489, 1.8254503160957902, 0.13925113922984234, 36, 19.155666699248332, 95, 'Low Risk'),
(47319, 95, 19, '15:45.8', 36.77390392, 97.88638619, 121, 85, 34, 'Male', 59.37011753462913, 1.8394913111362712, 0.081647862, 36, 17.545769800672506, 97, 'High Risk'),
(47320, 91, 15, '14:45.8', 37.40327952615054, 95.57125438144205, 121, 84, 73, 'Male', 52.858078615112404, 1.5915458101329183, 0.13736127917189322, 37, 20.867627961203393, 96.33333333333333, 'High Risk'),
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(47499, 80, 17, '15:45.9', 37.29061303186255, 95.43934138995601, 129, 71, 28, 'Female', 89.72273895593732, 1.7895135010124956, 0.1191232420824353, 58, 28.017705383742808, 90.33333333333333, 'Low Risk'),
(47500, 72, 13, '14:45.9', 37.11128559577818, 95.13440294192554, 130, 81, 83, 'Male', 73.04706840621834, 1.8942735731444553, 0.056722458, 49, 20.357169377301204, 97.33333333333333, 'Low Risk'),
(47501, 68, 19, '13:45.9', 36.29101084915635, 96.50591547, 136, 76, 28, 'Female', 73.51084916870835, 1.644839499965394, 0.088793028, 60, 27.170922641778322, 96, 'Low Risk'),
(47502, 64, 13, '12:45.9', 37.177366373019574, 99.12684803489833, 136, 87, 54, 'Male', 82.20408781220603, 1.5837672883286553, 0.11761813722123937, 49, 32.77258338909381, 103.33333333333333, 'High Risk'),
(47503, 61, 16, '11:45.9', 36.41772185123522, 99.40349233022134, 126, 82, 38, 'Male', 75.42159218532535, 1.698793577, 0.095145915, 44, 26.13451684072422, 96.66666666666667, 'Low Risk'),
(47504, 73, 14, '10:45.9', 36.52712553581117, 97.67610753734719, 139, 78, 85, 'Male', 90.43093348830881, 1.5897705366094845, 0.080068592, 61, 35.78064178988285, 98.33333333333333, 'High Risk'),
(47505, 89, 14, '09:45.9', 36.964084228015906, 96.63068882328733, 136, 74, 54, 'Male', 82.04495833143773, 1.9351244057712265, 0.14872586027600304, 62, 21.909583322616815, 94.66666666666666, 'Low Risk'),
(47506, 87, 18, '08:45.9', 36.29853923727222, 97.73451286869948, 118, 82, 34, 'Male', 81.54997291020278, 1.6178619522092916, 0.098139952, 36, 31.155942793529825, 94, 'High Risk'),
(47507, 77, 16, '07:45.9', 36.05539300896832, 96.03053865159058, 116, 77, 46, 'Female', 57.358818330390314, 1.7424894794219616, 0.088171421, 39, 18.891213941221775, 90, 'Low Risk'),
(47508, 89, 14, '06:45.9', 36.795894472163205, 99.41061789925159, 135, 82, 80, 'Female', 92.71170598520882, 1.6578258243816895, 0.065129879, 53, 33.73314022610946, 99.66666666666666, 'High Risk'),
(47509, 72, 19, '05:45.9', 36.02183236451723, 99.88632076357935, 132, 86, 21, 'Male', 97.55793037, 1.6927702940342204, 0.10304924646130076, 46, 34.046033350530415, 101.33333333333333, 'High Risk'),
(47510, 77, 17, '04:45.9', 36.698589707227526, 96.40557574236287, 112, 78, 73, 'Male', 92.02882116254119, 1.617030172639679, 0.11032807609941428, 34, 35.19553828738997, 89.33333333333333, 'High Risk'),
(47511, 86, 15, '03:45.9', 36.143033123542935, 97.38322709803771, 115, 83, 83, 'Female', 83.13404594256949, 1.994471788560538, 0.11636465136781904, 32, 20.89888526891386, 93.66666666666667, 'Low Risk'),
(47512, 70, 17, '02:45.9', 36.93280144, 96.67556667765194, 139, 89, 61, 'Male', 74.95976034, 1.6642871972537554, 0.13256700484607553, 50, 27.062732492637917, 105.66666666666666, 'Low Risk'),
(47513, 63, 13, '01:45.9', 36.169149586369834, 95.24654010387535, 126, 72, 23, 'Male', 65.97868954745893, 1.6824730342617076, 0.099669418, 54, 23.308131562728455, 90, 'Low Risk'),
(47514, 64, 16, '00:45.9', 37.094184577800796, 95.37703266499865, 118, 72, 49, 'Male', 97.44750676894381, 1.802145056903564, 0.10701306000691532, 46, 30.004834946478788, 87.33333333333333, 'High Risk'),
(47515, 61, 19, '59:45.9', 37.196118227056516, 97.08982787579792, 114, 85, 41, 'Female', 67.69668098, 1.612232461691236, 0.082959834, 29, 26.044261915570914, 94.66666666666667, 'Low Risk'),
(47516, 63, 18, '58:45.9', 36.95174521970729, 97.66635005679339, 115, 72, 40, 'Female', 78.62417675668274, 1.5758807484045585, 0.095025991, 43, 31.65989069011639, 86.33333333333333, 'High Risk'),
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(47519, 91, 16, '55:45.9', 36.44490614762867, 95.99697194375526, 118, 70, 41, 'Female', 74.35748910914566, 1.6326687566960536, 0.060485722, 48, 27.89514043248019, 86, 'High Risk'),
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(47521, 68, 15, '53:45.9', 36.12712515249846, 95.91156735039935, 117, 89, 35, 'Male', 58.64911301125332, 1.5201743215050236, 0.07064909, 28, 25.379009242768007, 98.33333333333333, 'Low Risk'),
(47522, 80, 12, '52:45.9', 36.51242085610267, 97.53918534, 131, 88, 60, 'Male', 51.15913268607657, 1.5401564446782383, 0.060822748191235246, 43, 21.567186716872506, 102.33333333333333, 'Low Risk'),
(47523, 73, 14, '51:45.9', 36.797958574527904, 97.19271986013125, 122, 85, 85, 'Male', 79.69096152341436, 1.7572608558669336, 0.11709619977394331, 37, 25.806945045342257, 97.33333333333333, 'Low Risk'),
(47524, 69, 16, '50:45.9', 36.98632091288943, 97.0604194, 127, 87, 59, 'Male', 78.41692856, 1.7336709600372313, 0.0930638, 40, 26.09014415255366, 100.33333333333333, 'Low Risk'),
(47525, 88, 16, '49:45.9', 37.37818914082034, 95.27257880266885, 121, 70, 32, 'Male', 53.96505466036919, 1.9468717537223563, 0.052316107, 51, 14.237637552915398, 87, 'High Risk'),
(47526, 99, 12, '48:45.9', 36.870699424900955, 97.24852848551343, 128, 84, 72, 'Male', 64.26254119724577, 1.8690801862143598, 0.14629218841326225, 44, 18.39509470235938, 98.66666666666667, 'High Risk'),
(47527, 89, 16, '47:45.9', 37.298251667539716, 96.75344710331441, 129, 76, 85, 'Male', 82.88049054485073, 1.9130903463543023, 0.091206792, 53, 22.64547071251885, 93.66666666666666, 'Low Risk'),
(47528, 83, 14, '46:45.9', 37.01762152051072, 98.69566798293778, 135, 74, 87, 'Female', 64.96625668239979, 1.7130892770866186, 0.13670357761585603, 61, 22.137463103128677, 94.33333333333333, 'Low Risk'),
(47529, 80, 13, '45:45.9', 36.17938042472722, 98.75603282376854, 135, 79, 80, 'Female', 94.69420798525026, 1.9541616244060156, 0.14907562967264953, 56, 24.797189172370068, 97.66666666666666, 'Low Risk'),
(47530, 72, 13, '44:45.9', 37.00605079916138, 99.70833384915824, 125, 75, 43, 'Female', 63.574697080149505, 1.6059021635679898, 0.08275577, 50, 24.651657949474124, 91.66666666666666, 'Low Risk'),
(47531, 71, 16, '43:45.9', 36.18326855544902, 95.90138641, 126, 89, 88, 'Male', 90.33023086165099, 1.5049795001606658, 0.056302223, 37, 39.88154290403375, 101.33333333333333, 'High Risk'),
(47532, 83, 12, '42:45.9', 37.08940202634547, 95.90581640864531, 119, 86, 64, 'Female', 91.38139838816355, 1.6238371613199283, 0.13690900358524744, 33, 34.65555415418702, 97, 'High Risk'),
(47533, 84, 19, '41:45.9', 37.395567351352376, 96.30930063021202, 136, 88, 23, 'Male', 93.04178562, 1.6994864707736608, 0.14782065807371658, 48, 32.213848610447165, 104, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(47535, 66, 18, '39:45.9', 36.001235978637524, 99.33733486516792, 127, 84, 73, 'Female', 98.41711222004238, 1.8104872704309312, 0.095257136, 43, 30.024768423703815, 98.33333333333333, 'High Risk'),
(47536, 74, 13, '38:45.9', 37.453488394969646, 97.19521117107661, 126, 72, 80, 'Male', 63.92461802869596, 1.5947385235246607, 0.060076959, 54, 25.135595035526038, 90, 'Low Risk'),
(47537, 65, 16, '37:45.9', 36.06056885948515, 96.75851552540198, 138, 88, 62, 'Female', 91.13143289788107, 1.8250617268964235, 0.089986396, 50, 27.359810408426526, 104.66666666666666, 'Low Risk'),
(47538, 68, 15, '36:45.9', 36.291993691886844, 97.80914726947083, 118, 74, 46, 'Male', 50.32578588860714, 1.8460734824734812, 0.14723731980939186, 44, 14.767010971213947, 88.66666666666667, 'High Risk'),
(47539, 82, 15, '35:45.9', 36.19846344259293, 98.16726214668691, 125, 82, 25, 'Female', 63.87326862716613, 1.836167325645882, 0.14110105118100214, 43, 18.94500094740089, 96.33333333333333, 'Low Risk'),
(47540, 67, 13, '34:45.9', 36.06393179, 97.98000608620343, 132, 85, 83, 'Male', 72.32748591448637, 1.8990534961598413, 0.11257659368419766, 47, 20.055291165084398, 100.66666666666667, 'Low Risk'),
(47541, 93, 17, '33:45.9', 37.32311292933605, 95.97922745, 122, 82, 38, 'Male', 99.57054100032434, 1.9630421448996165, 0.072689397, 40, 25.838757111256694, 95.33333333333333, 'High Risk'),
(47542, 91, 19, '32:45.9', 36.417005433669246, 97.27478512566897, 114, 88, 38, 'Male', 60.20302734937907, 1.7284909070555754, 0.084184147, 26, 20.150421367480163, 96.66666666666667, 'High Risk'),
(47543, 88, 19, '31:45.9', 36.34835601363192, 99.45238780764272, 123, 80, 79, 'Male', 83.80632996215833, 1.599410331119451, 0.11522218707301095, 43, 32.76099086274958, 94.33333333333333, 'High Risk'),
(47544, 87, 15, '30:45.9', 37.38602840118434, 97.18987178480005, 136, 85, 60, 'Female', 70.34644435403487, 1.648077432693029, 0.094611692, 51, 25.89923437790958, 102, 'Low Risk'),
(47545, 61, 12, '29:45.9', 36.24637051284395, 97.17045244707582, 134, 73, 52, 'Female', 68.41597082759813, 1.6136520143416886, 0.052591182188144625, 61, 26.274697524802104, 93.33333333333333, 'Low Risk'),
(47546, 91, 19, '28:45.9', 36.09055244923285, 99.64795432, 132, 74, 43, 'Female', 65.30808545903531, 1.578556798940196, 0.060414863, 58, 26.208763153860154, 93.33333333333333, 'High Risk'),
(47547, 79, 13, '27:45.9', 36.71955032772881, 99.71025453922061, 125, 72, 56, 'Male', 65.29251419630125, 1.5260252288759846, 0.067879035, 53, 28.03754379261542, 89.66666666666666, 'Low Risk'),
(47548, 76, 19, '26:45.9', 36.31924390304732, 97.65071895, 121, 75, 39, 'Male', 64.89036215613697, 1.7426888838486656, 0.12348695482806847, 46, 21.366848764817146, 90.33333333333333, 'Low Risk'),
(47549, 65, 16, '25:45.9', 37.18067588, 98.49539228, 130, 73, 54, 'Female', 51.41042390436614, 1.523643348, 0.055531314, 57, 22.145451788914958, 92, 'Low Risk'),
(47550, 65, 19, '24:45.9', 37.46737298765231, 96.91108606465693, 125, 71, 22, 'Male', 79.16919387, 1.558322054623694, 0.062034984, 54, 32.60181573002139, 89, 'High Risk'),
(47551, 65, 12, '23:45.9', 37.29207088386515, 97.9477582, 128, 88, 70, 'Female', 62.665429428273875, 1.8509708115587151, 0.14429990710393792, 40, 18.29063905, 101.33333333333333, 'High Risk'),
(47552, 94, 16, '22:45.9', 36.779928442890835, 96.58625799551565, 138, 88, 82, 'Male', 59.00343422404455, 1.9384346347338486, 0.13561198325291668, 50, 15.702722944857552, 104.66666666666666, 'High Risk'),
(47553, 75, 12, '21:45.9', 37.10785067893565, 97.20539806, 126, 86, 59, 'Male', 70.09844045791431, 1.9939979640784968, 0.072419126, 40, 17.63026884125015, 99.33333333333333, 'High Risk'),
(47554, 77, 16, '20:45.9', 36.68118231437533, 97.54685601809602, 134, 79, 84, 'Male', 61.251700617145254, 1.5393949518578847, 0.099626861, 55, 25.847469709259325, 97.33333333333333, 'Low Risk'),
(47555, 84, 15, '19:45.9', 36.234421907518836, 96.65931363453952, 111, 73, 40, 'Male', 85.19823393073298, 1.7003387778970884, 0.10677992165556441, 38, 29.468611515637672, 85.66666666666667, 'Low Risk'),
(47556, 82, 12, '18:45.9', 36.911793088505576, 97.59865516949374, 116, 71, 39, 'Male', 77.76710914704606, 1.9048297723968717, 0.14043863541346951, 45, 21.433032091786473, 86, 'Low Risk'),
(47557, 99, 15, '17:45.9', 37.239659659411615, 96.0592764, 113, 77, 40, 'Female', 57.10123793041451, 1.628066785382641, 0.14326356914411176, 36, 21.542747501803497, 89, 'High Risk'),
(47558, 71, 12, '16:45.9', 36.16490335934931, 95.60200148, 115, 85, 42, 'Male', 63.21473129083693, 1.5051473488659215, 0.12129636609415356, 30, 27.903601451319705, 95, 'Low Risk'),
(47559, 66, 19, '15:45.9', 36.06960932656027, 99.76844270404031, 114, 78, 48, 'Female', 75.00904727, 1.6431489577594875, 0.10130617373640348, 36, 27.78176145202686, 90, 'Low Risk'),
(47560, 69, 19, '14:45.9', 36.71070208406886, 95.47449722905623, 123, 78, 23, 'Male', 85.82220956933395, 1.8329918337933058, 0.074104307, 45, 25.543395709882653, 93, 'Low Risk'),
(47561, 82, 16, '13:45.9', 36.33971196942434, 95.72564467551632, 138, 89, 89, 'Female', 73.82678533435353, 1.8911034740971333, 0.050330252, 49, 20.643501980399915, 105.33333333333333, 'Low Risk'),
(47562, 71, 13, '12:45.9', 36.22249335, 95.02060353457533, 126, 85, 86, 'Female', 83.09030678017086, 1.7376651226330875, 0.13886621331554921, 41, 27.518084114591773, 98.66666666666667, 'Low Risk'),
(47563, 89, 15, '11:45.9', 36.66486707220991, 97.26232355647169, 130, 89, 38, 'Female', 94.81808308928449, 1.950108043420717, 0.052928747, 41, 24.93295905686014, 102.66666666666667, 'Low Risk'),
(47564, 87, 18, '10:45.9', 37.26923884972595, 98.32769369611039, 136, 81, 67, 'Female', 96.55536580268361, 1.6572695467071328, 0.1388344505290135, 55, 35.15524375, 99.33333333333333, 'High Risk'),
(47565, 97, 13, '09:45.9', 36.74597614755786, 98.07360323426367, 113, 79, 18, 'Male', 86.71560582990547, 1.6606983382338254, 0.1440872126414295, 34, 31.44240521709171, 90.33333333333333, 'High Risk'),
(47566, 83, 19, '08:45.9', 37.289920128429905, 96.86502533901955, 137, 87, 53, 'Male', 59.733691755287886, 1.7514969369095834, 0.068992269, 50, 19.471553051580678, 103.66666666666666, 'Low Risk'),
(47567, 63, 13, '07:45.9', 37.47928596828414, 97.12808887161378, 114, 80, 57, 'Female', 81.02384736707347, 1.7492334680616337, 0.14335944066044531, 34, 26.47995882, 91.33333333333333, 'Low Risk'),
(47568, 85, 19, '06:45.9', 37.45138690388049, 95.05631424560389, 118, 72, 19, 'Female', 55.060071579482155, 1.971540075027417, 0.074803398, 46, 14.165292706434276, 87.33333333333333, 'High Risk'),
(47569, 81, 12, '05:45.9', 36.32027545236376, 98.46662666997982, 126, 70, 35, 'Female', 74.66377094467288, 1.661407105346227, 0.11279846839895799, 56, 27.049409799234095, 88.66666666666666, 'Low Risk'),
(47570, 78, 19, '04:45.9', 36.89697550972632, 96.72567783, 113, 86, 87, 'Female', 88.46642921233715, 1.8106215126907037, 0.088011843, 27, 26.98504495748245, 95, 'Low Risk'),
(47571, 67, 14, '03:45.9', 36.92388643898434, 97.42734989268351, 129, 76, 67, 'Male', 58.65250892661069, 1.8473444610325502, 0.083647242, 53, 17.18663401047257, 93.66666666666666, 'High Risk'),
(47572, 99, 14, '02:45.9', 36.430149721697035, 96.08789902874155, 113, 76, 86, 'Male', 64.95998254917436, 1.8750778224398288, 0.056088162427845395, 37, 18.475972413890776, 88.33333333333333, 'High Risk'),
(47573, 89, 16, '01:45.9', 36.66402869077182, 97.30087844295676, 118, 84, 89, 'Male', 72.79220912740767, 1.515350669067124, 0.050425426663165386, 34, 31.69995236430008, 95.33333333333333, 'High Risk'),
(47574, 76, 18, '00:45.9', 37.14767595745222, 98.17083790419596, 122, 84, 37, 'Female', 67.05267370060272, 1.8361078403175586, 0.088047971, 38, 19.889310589302777, 96.66666666666667, 'Low Risk'),
(47575, 74, 14, '59:45.9', 36.00137718455689, 96.43358769904891, 134, 74, 88, 'Female', 66.71239459826191, 1.7954253933893116, 0.070499184, 60, 20.69530365729218, 94, 'Low Risk'),
(47576, 60, 16, '58:45.9', 37.105968919606994, 96.7315539, 139, 71, 78, 'Female', 88.61399449752975, 1.924369212959208, 0.11124380679935122, 68, 23.92905310230693, 93.66666666666666, 'Low Risk'),
(47577, 82, 15, '57:45.9', 37.23479361012579, 96.32654398210443, 132, 81, 19, 'Female', 68.41664797510052, 1.6289681248044192, 0.11261806496894317, 51, 25.78318827498013, 98, 'Low Risk'),
(47578, 87, 14, '56:45.9', 36.274256587085794, 95.07996100728715, 124, 76, 74, 'Male', 88.51947934473425, 1.711950014864676, 0.09562942, 48, 30.203459555792097, 92, 'High Risk'),
(47579, 81, 19, '55:45.9', 36.11300886812456, 95.90475119709305, 122, 74, 78, 'Female', 58.971253185041036, 1.8975669615051673, 0.10040947355715124, 48, 16.377444503318614, 90, 'High Risk'),
(47580, 67, 15, '54:45.9', 36.36305052967863, 95.72850382811963, 135, 83, 55, 'Male', 78.55408038256327, 1.891220070428278, 0.11136959693545112, 52, 21.962643519460663, 100.33333333333333, 'Low Risk'),
(47581, 76, 18, '53:45.9', 36.41590291993973, 96.45901273736274, 111, 78, 58, 'Female', 80.11063636054953, 1.8184606280152427, 0.10038791037884824, 33, 24.22603702631285, 89, 'Low Risk'),
(47582, 65, 14, '52:45.9', 36.58287081794261, 97.39873647480786, 111, 78, 21, 'Male', 72.65423520229405, 1.6233776049123179, 0.086229956, 33, 27.56905213498085, 89, 'Low Risk'),
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(47760, 86, 18, '54:45.9', 36.93691091, 98.76825569122245, 121, 86, 74, 'Male', 73.30173146299313, 1.783746519628035, 0.10567611732988133, 35, 23.038168786233513, 97.66666666666667, 'Low Risk'),
(47761, 91, 19, '53:45.9', 36.93333973609847, 98.59402739353304, 125, 71, 66, 'Female', 93.12510227647665, 1.736886819838117, 0.14253581087654438, 54, 30.86908265, 89, 'High Risk'),
(47762, 64, 19, '52:45.9', 37.194751739329476, 97.15623090011346, 130, 85, 52, 'Female', 93.47373766321309, 1.7285615728981942, 0.10756280317288136, 45, 31.28382880471036, 100, 'High Risk'),
(47763, 75, 13, '51:45.9', 36.340657443750416, 99.92830665058705, 117, 88, 18, 'Female', 70.91875918740894, 1.9260767679904247, 0.066965999, 29, 19.116744806118984, 97.66666666666667, 'Low Risk'),
(47764, 64, 17, '50:45.9', 36.08945138, 98.82952298, 120, 72, 30, 'Male', 70.71350922179413, 1.6450483673682417, 0.11212773828401387, 48, 26.13033917842184, 88, 'Low Risk'),
(47765, 98, 17, '49:45.9', 36.66858865236474, 96.49201446188239, 119, 89, 56, 'Female', 61.71927486700065, 1.9793901900177553, 0.081313555, 30, 15.752808294875141, 99, 'High Risk'),
(47766, 65, 18, '48:45.9', 36.22443610063262, 96.66966563634644, 128, 86, 63, 'Female', 72.67619158, 1.9060691981398221, 0.11895057316411771, 42, 20.003907358130604, 100, 'Low Risk'),
(47767, 86, 15, '47:45.9', 36.48278224973752, 98.27263864695493, 129, 71, 23, 'Male', 98.82219890184375, 1.6142742193438067, 0.074285621, 58, 37.922755959505906, 90.33333333333333, 'High Risk'),
(47768, 96, 15, '46:45.9', 36.88017725137585, 99.88070802, 126, 78, 38, 'Male', 77.94610175705634, 1.689937911757303, 0.1300356775179225, 48, 27.29310224950089, 94, 'High Risk'),
(47769, 75, 16, '45:45.9', 36.55771438353924, 99.68217099271553, 112, 81, 37, 'Male', 72.00371690801225, 1.8047590342027573, 0.068821511, 31, 22.106320735725514, 91.33333333333333, 'Low Risk'),
(47770, 80, 18, '44:45.9', 37.32263693154366, 99.20139265500235, 137, 77, 68, 'Female', 91.97776057067851, 1.6083321370015704, 0.064448732, 60, 35.55751087556842, 97, 'High Risk'),
(47771, 99, 19, '43:45.9', 36.81224996822802, 99.94893026464372, 112, 78, 85, 'Male', 95.31947335, 1.9671009338769518, 0.10611929536657132, 34, 24.633626088576555, 89.33333333333333, 'High Risk'),
(47772, 69, 18, '42:45.9', 37.441299962565395, 97.86267326078179, 111, 71, 89, 'Female', 53.904880057302776, 1.5780606529691825, 0.1199098242236226, 40, 21.646151878649523, 84.33333333333333, 'Low Risk'),
(47773, 69, 18, '41:45.9', 37.29483620201727, 96.82968899510769, 118, 82, 61, 'Male', 98.00844133494522, 1.608204062380268, 0.07499461, 36, 37.89493555684478, 94, 'High Risk'),
(47774, 78, 16, '40:45.9', 36.328558007251814, 97.60211584274005, 118, 77, 58, 'Male', 96.48345934858477, 1.6925349659889999, 0.082716583, 41, 33.68042534, 90.66666666666667, 'High Risk'),
(47775, 86, 18, '39:45.9', 36.173182888004256, 96.13741059085773, 130, 76, 21, 'Male', 62.44428669228842, 1.8956847349029826, 0.063787942, 54, 17.37642711824195, 94, 'High Risk'),
(47776, 63, 12, '38:45.9', 36.74621969279506, 97.98820473258392, 124, 74, 50, 'Male', 72.51016896743832, 1.867101827665112, 0.14819291917531863, 50, 20.7999796, 90.66666666666666, 'Low Risk'),
(47777, 90, 17, '37:45.9', 37.077787088666504, 96.68090891588417, 116, 73, 61, 'Male', 50.40332668782776, 1.6981892751576828, 0.14655457805894756, 43, 17.477809999679636, 87.33333333333333, 'High Risk'),
(47778, 87, 14, '36:45.9', 37.22134107543637, 96.78760560906525, 111, 74, 53, 'Female', 77.34881051409697, 1.6639342655520615, 0.061942310516710855, 37, 27.937099129658787, 86.33333333333333, 'Low Risk'),
(47779, 66, 12, '35:45.9', 36.24093822247491, 98.76679729595823, 110, 71, 45, 'Female', 52.183772362340804, 1.6003053378065144, 0.11923900432271375, 39, 20.376508189065387, 84, 'Low Risk'),
(47780, 73, 17, '34:45.9', 36.79353557848372, 96.98982713647042, 117, 89, 84, 'Male', 88.92124446701544, 1.656541686024002, 0.089779003, 28, 32.40416193160875, 98.33333333333333, 'High Risk'),
(47781, 90, 14, '33:45.9', 37.147055494221924, 97.98947226830528, 132, 83, 47, 'Female', 68.61346055453184, 1.7932625234271022, 0.083806885, 49, 21.336421332629218, 99.33333333333333, 'Low Risk'),
(47782, 81, 19, '32:45.9', 37.40756549792992, 98.12215065712097, 133, 73, 33, 'Male', 77.71336629183068, 1.6532306665557983, 0.094653285, 60, 28.43340142, 93, 'Low Risk'),
(47783, 61, 13, '31:45.9', 36.07813466434207, 95.93113461091558, 114, 71, 67, 'Male', 76.73331218482454, 1.6020142309904843, 0.1310272631778397, 43, 29.898624268938715, 85.33333333333333, 'Low Risk'),
(47784, 88, 17, '30:45.9', 37.06692061840569, 99.070629, 129, 78, 33, 'Male', 53.974770133230784, 1.716767525356523, 0.057554208, 51, 18.31335113016685, 95, 'High Risk'),
(47785, 61, 17, '29:45.9', 36.74130028733268, 96.07879832, 116, 89, 52, 'Male', 80.99899257126987, 1.8490679274730097, 0.089870737, 27, 23.69048140346398, 98, 'Low Risk'),
(47786, 60, 14, '28:45.9', 37.00187005869736, 99.96133259, 131, 89, 63, 'Female', 70.91071894739011, 1.6053393708948227, 0.1488434638324993, 42, 27.515548519271913, 103, 'Low Risk'),
(47787, 77, 17, '27:45.9', 37.44988654944522, 97.46355458584547, 132, 75, 64, 'Female', 61.76711673220573, 1.516811585238733, 0.12199757665899687, 57, 26.84689442164294, 94, 'Low Risk'),
(47788, 95, 12, '26:45.9', 36.92810158897787, 96.71608229807453, 121, 82, 68, 'Female', 96.03677653520698, 1.7868196951443593, 0.102402654, 39, 30.079880940780114, 95, 'High Risk'),
(47789, 62, 14, '25:45.9', 37.367713637889494, 98.91056141, 134, 75, 36, 'Female', 66.18754668564065, 1.5197139361175551, 0.14928365315842745, 59, 28.658442998040435, 94.66666666666666, 'Low Risk'),
(47790, 80, 14, '24:45.9', 36.65403785542868, 96.04552673288738, 133, 87, 68, 'Female', 59.50137026809794, 1.841489186909551, 0.13869463191702797, 46, 17.546424062293475, 102.33333333333333, 'High Risk'),
(47791, 73, 19, '23:45.9', 37.32443963102077, 95.92437434532418, 113, 81, 32, 'Male', 74.49463711912244, 1.927563877071481, 0.10352978552624129, 32, 20.049680255980498, 91.66666666666667, 'Low Risk'),
(47792, 70, 13, '22:45.9', 37.439139475722435, 99.56112963496574, 123, 75, 81, 'Female', 59.85679184453744, 1.7799484729620008, 0.10284667012613277, 48, 18.892897814923188, 91, 'Low Risk'),
(47793, 84, 14, '21:45.9', 36.44603894604261, 96.20143709993421, 131, 74, 61, 'Male', 78.7748472, 1.6030001130928246, 0.087933401, 57, 30.65635125118148, 93, 'High Risk'),
(47794, 80, 12, '20:45.9', 36.77815120579998, 97.97722968305357, 126, 76, 31, 'Male', 97.58330920027352, 1.656948677935197, 0.068990703, 50, 35.54327386846929, 92.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(47795, 73, 12, '19:45.9', 36.39261513193171, 97.90850595760325, 138, 73, 81, 'Male', 77.16181276288077, 1.777694693420235, 0.067500886, 65, 24.416761998532152, 94.66666666666666, 'Low Risk'),
(47796, 99, 12, '18:45.9', 36.64894420885703, 98.64298446334224, 127, 79, 43, 'Female', 92.71466399323606, 1.8494879581798829, 0.14614602328367593, 48, 27.104750422195934, 95, 'High Risk'),
(47797, 90, 18, '17:45.9', 37.25224730957871, 96.27525930428143, 121, 78, 69, 'Male', 55.014175973981644, 1.7303562743476903, 0.08569468, 43, 18.373993067145555, 92.33333333333333, 'High Risk'),
(47798, 73, 18, '16:45.9', 37.359709329048606, 95.01486921202508, 113, 78, 48, 'Male', 82.65649786057898, 1.8673706033139639, 0.051300617443272245, 35, 23.70369034, 89.66666666666667, 'Low Risk'),
(47799, 89, 14, '15:45.9', 36.324878727947706, 96.12032263988993, 112, 75, 27, 'Male', 75.60525520981098, 1.5009100211576267, 0.074850803, 37, 33.56160094015057, 87.33333333333333, 'High Risk'),
(47800, 77, 12, '14:45.9', 37.29392701246179, 96.72184269844608, 139, 89, 81, 'Female', 63.88530678902343, 1.6147564458808965, 0.087310347, 50, 24.501176054995916, 105.66666666666666, 'Low Risk'),
(47801, 89, 19, '13:45.9', 36.331437021841225, 96.037727, 129, 85, 50, 'Male', 78.11945626634271, 1.7908861751825633, 0.13561462794857768, 44, 24.35696903347573, 99.66666666666667, 'Low Risk'),
(47802, 94, 19, '12:45.9', 36.43317773044443, 97.94138157328135, 129, 73, 69, 'Male', 96.55603453560799, 1.7218252253557005, 0.058925622, 56, 32.56876490006634, 91.66666666666666, 'High Risk'),
(47803, 80, 14, '11:45.9', 36.24117164036688, 99.33402172960467, 114, 82, 19, 'Male', 98.60980904534674, 1.9926371271579821, 0.10038261029681411, 32, 24.834972417543582, 92.66666666666667, 'Low Risk'),
(47804, 88, 19, '10:45.9', 36.95109156407639, 96.80945131216185, 139, 73, 26, 'Male', 72.10906451039088, 1.6552523907564274, 0.07989021, 66, 26.31851698761918, 95, 'Low Risk'),
(47805, 69, 15, '09:45.9', 36.59572114807178, 97.20403346419877, 135, 84, 61, 'Male', 77.00302093731412, 1.9173424672924457, 0.1182618547937121, 51, 20.94635117170193, 101, 'Low Risk'),
(47806, 94, 13, '08:45.9', 36.16768920819552, 98.84465885219514, 111, 77, 75, 'Male', 87.82884602810418, 1.9375095632608779, 0.069270154, 34, 23.396423128530376, 88.33333333333333, 'High Risk'),
(47807, 70, 16, '07:45.9', 37.24217990788136, 98.11531311304593, 121, 83, 43, 'Male', 64.79462973442395, 1.7743506157970703, 0.051205453675524884, 38, 20.58069939404115, 95.66666666666667, 'Low Risk'),
(47808, 99, 17, '06:45.9', 36.754923376935395, 96.84065111417536, 126, 86, 31, 'Female', 82.07071780594455, 1.586730186998503, 0.11379403192403435, 40, 32.597332591393354, 99.33333333333333, 'High Risk'),
(47809, 92, 12, '05:45.9', 37.459575191350524, 98.05404474972221, 138, 85, 61, 'Female', 81.53466984047193, 1.838928433653203, 0.054133529, 53, 24.11085776446021, 102.66666666666666, 'High Risk'),
(47810, 67, 17, '04:45.9', 36.33284461462775, 98.34853493153474, 119, 86, 23, 'Female', 59.82688747531449, 1.5174759174334513, 0.11827788319198654, 33, 25.98081641190308, 97, 'Low Risk'),
(47811, 75, 13, '03:45.9', 37.387413048195974, 97.13295152976006, 111, 71, 27, 'Female', 63.49948237, 1.6893739891006567, 0.11322513065172023, 40, 22.249414081179054, 84.33333333333333, 'Low Risk'),
(47812, 77, 15, '02:45.9', 36.71074740049474, 95.28002921285953, 119, 88, 28, 'Male', 95.81235320264247, 1.511830516485776, 0.087597855, 31, 41.91942260125202, 98.33333333333333, 'High Risk'),
(47813, 98, 13, '01:45.9', 36.53776387333324, 95.59567750664426, 123, 88, 18, 'Female', 85.35002470040224, 1.7925507515633634, 0.14256943050647033, 35, 26.561997421149016, 99.66666666666667, 'High Risk'),
(47814, 85, 18, '00:45.9', 37.157999515234266, 98.81570614453086, 121, 77, 65, 'Female', 50.88296181609784, 1.9617172884895255, 0.10428757948949956, 44, 13.222072797410918, 91.66666666666667, 'High Risk'),
(47815, 90, 16, '59:45.9', 36.81408751007917, 97.04888929143706, 124, 87, 47, 'Male', 59.60247710195026, 1.9995622825071258, 0.071645718, 37, 14.90714367900513, 99.33333333333333, 'High Risk'),
(47816, 77, 18, '58:45.9', 36.18041571282545, 97.73499207150914, 138, 84, 38, 'Female', 93.29751655261657, 1.5054456229398627, 0.053969409278823745, 54, 41.16612012219158, 102, 'High Risk'),
(47817, 67, 16, '57:45.9', 37.15742289850261, 99.79577383827915, 134, 87, 47, 'Female', 52.51461665742019, 1.903511489422176, 0.06996999, 47, 14.493363830963307, 102.66666666666667, 'High Risk'),
(47818, 67, 12, '56:45.9', 37.496174839088425, 98.29841288229406, 133, 80, 48, 'Male', 62.89357232939105, 1.5989941673915964, 0.10833963553537956, 53, 24.59871971289225, 97.66666666666666, 'Low Risk'),
(47819, 98, 18, '55:45.9', 37.367327876869886, 98.58912097, 110, 79, 30, 'Male', 72.53396115139793, 1.7195709798185925, 0.05374574, 31, 24.530205190308042, 89.33333333333333, 'High Risk'),
(47820, 89, 12, '54:45.9', 37.23078494526965, 99.94929366935149, 114, 79, 51, 'Female', 95.95836166793543, 1.5425484551131865, 0.075984302, 35, 40.32786162025512, 90.66666666666667, 'High Risk'),
(47821, 85, 18, '53:45.9', 36.84399932688505, 98.75104092158855, 113, 74, 57, 'Female', 54.27447533748939, 1.8064412020512262, 0.097934476, 39, 16.63213392559322, 87, 'High Risk'),
(47822, 74, 19, '52:45.9', 37.27963576, 96.86974059594294, 124, 84, 61, 'Male', 57.01138505373412, 1.9194905503251174, 0.051574932376825734, 40, 15.473538334361706, 97.33333333333333, 'High Risk'),
(47823, 65, 17, '51:45.9', 36.55006860677835, 97.27710705, 124, 71, 58, 'Male', 60.73428732903343, 1.6385418834903378, 0.086182921, 53, 22.621367000512453, 88.66666666666666, 'Low Risk'),
(47824, 77, 19, '50:45.9', 36.22239799154292, 95.84434554, 119, 78, 63, 'Female', 65.51706147944594, 1.9034238648328268, 0.1496749447576169, 41, 18.08353746662005, 91.66666666666667, 'High Risk'),
(47825, 91, 14, '49:45.9', 36.848823673098664, 98.89389767444916, 110, 70, 73, 'Male', 64.80086694654666, 1.9967085065932317, 0.097897591, 40, 16.253671566653768, 83.33333333333333, 'High Risk'),
(47826, 66, 17, '48:45.9', 36.07441669257422, 97.95259464437024, 122, 80, 41, 'Female', 96.06736766039268, 1.802587238166568, 0.080657487, 42, 29.5653692, 94, 'Low Risk'),
(47827, 91, 17, '47:45.9', 37.305863979789194, 98.58346786139154, 129, 84, 78, 'Female', 75.42165063787503, 1.5404778030207393, 0.128273335, 45, 31.782286857101738, 99, 'High Risk'),
(47828, 82, 18, '46:45.9', 36.67733704, 96.60751051917998, 122, 83, 42, 'Female', 72.55076242193026, 1.8794636212080698, 0.10145374819928199, 39, 20.53875587154777, 96, 'Low Risk'),
(47829, 71, 17, '45:45.9', 36.299309318385426, 99.07576493425245, 116, 82, 20, 'Male', 73.72820884580183, 1.8563028097428915, 0.13241133493194862, 34, 21.396169968320493, 93.33333333333333, 'Low Risk'),
(47830, 67, 15, '44:45.9', 37.133014366851526, 95.10611393540486, 131, 80, 67, 'Female', 72.41435181414741, 1.8580600984465576, 0.055034663656738994, 51, 20.975152815750143, 97, 'Low Risk'),
(47831, 79, 12, '43:45.9', 36.714360891103006, 95.55116699222161, 119, 86, 64, 'Female', 91.37298013753886, 1.5131929340042016, 0.070157754, 33, 39.90517138880407, 97, 'High Risk'),
(47832, 70, 18, '42:45.9', 36.53841297584824, 95.01258529269936, 136, 88, 31, 'Male', 63.304620812847006, 1.922354499305246, 0.076562927, 48, 17.130437503016644, 104, 'High Risk'),
(47833, 81, 16, '41:45.9', 36.55453179272643, 97.25145517965136, 128, 74, 26, 'Male', 80.52431114586742, 1.923123050381141, 0.061017466, 54, 21.772729231318774, 92, 'Low Risk'),
(47834, 90, 16, '40:45.9', 37.07636805177604, 99.82159267293946, 133, 81, 81, 'Female', 93.53381349945658, 1.9008286633634195, 0.11977895883276247, 52, 25.887058013384365, 98.33333333333333, 'Low Risk'),
(47835, 86, 17, '39:45.9', 36.157501026614845, 98.31337705378282, 121, 89, 36, 'Female', 50.362616679576554, 1.903906395927567, 0.075710373, 32, 13.893673888346601, 99.66666666666667, 'High Risk'),
(47836, 87, 17, '38:45.9', 36.97259234895077, 98.86977079881382, 133, 81, 18, 'Female', 92.33949969697107, 1.992416162512792, 0.1460272551974119, 52, 23.260947710504023, 98.33333333333333, 'Low Risk'),
(47837, 71, 12, '37:45.9', 36.447373096797975, 96.62514633164187, 137, 75, 47, 'Female', 69.35928428667134, 1.6126698431256121, 0.12481242974479252, 62, 26.66942630734874, 95.66666666666666, 'Low Risk'),
(47838, 86, 15, '36:45.9', 36.966615795842216, 95.46597232, 127, 88, 53, 'Female', 64.09809580686662, 1.649227243726903, 0.13868144723745057, 39, 23.56590525183146, 101, 'Low Risk'),
(47839, 72, 17, '35:45.9', 36.12179917288065, 98.07732689218123, 115, 70, 55, 'Female', 79.92661267716416, 1.8226971243195613, 0.12615870718599115, 45, 24.05815901100062, 85, 'Low Risk'),
(47840, 90, 19, '34:45.9', 36.55809750349674, 95.84949123588702, 115, 82, 66, 'Male', 97.10972054282438, 1.7594003418192283, 0.10013063443652812, 33, 31.371360998931873, 93, 'High Risk'),
(47841, 70, 16, '33:45.9', 37.253547016737535, 97.99986022280788, 129, 73, 41, 'Male', 89.21226643296562, 1.953914323360434, 0.119847937, 56, 23.367569317341108, 91.66666666666666, 'Low Risk'),
(47842, 77, 14, '32:45.9', 36.25435630498264, 98.03967338698729, 110, 75, 64, 'Female', 88.16600670770868, 1.9505776295662525, 0.056350976, 35, 23.17259613072777, 86.66666666666667, 'Low Risk'),
(47843, 66, 12, '31:45.9', 36.20083473417328, 96.40866797, 129, 80, 71, 'Female', 85.47101931, 1.8813866268660169, 0.061700154873946284, 49, 24.146977528565607, 96.33333333333333, 'Low Risk'),
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(48019, 60, 18, '35:45.9', 36.17787444889829, 98.62258253002221, 136, 79, 85, 'Female', 68.01952256281436, 1.8130518353138592, 0.1368852416519561, 57, 20.692508280414565, 98, 'Low Risk'),
(48020, 98, 16, '34:45.9', 36.100926530164415, 95.23577077980384, 135, 87, 24, 'Male', 85.15072169, 1.948016431189757, 0.10263470993448293, 48, 22.43897949053307, 103, 'High Risk'),
(48021, 79, 13, '33:45.9', 37.427721940033145, 96.48770936137853, 131, 85, 22, 'Male', 58.02978214562201, 1.6174702220472181, 0.067561182, 46, 22.180858546380133, 100.33333333333333, 'Low Risk'),
(48022, 72, 12, '32:45.9', 36.61131748586362, 98.36107004039529, 121, 87, 49, 'Male', 62.91820570877686, 1.6575773048261497, 0.14070806216349224, 34, 22.89964476404571, 98.33333333333333, 'Low Risk'),
(48023, 71, 13, '31:45.9', 36.738875453408674, 96.77703118374276, 121, 80, 83, 'Male', 93.35035448707974, 1.9189115265282803, 0.1146626876174225, 41, 25.351640535411793, 93.66666666666667, 'Low Risk'),
(48024, 83, 14, '30:45.9', 37.43988938300422, 96.95099884, 114, 87, 43, 'Male', 55.11751464273049, 1.9081759105803817, 0.058250861, 27, 15.13745302355431, 96, 'High Risk'),
(48025, 90, 19, '29:45.9', 36.812339105700744, 95.87108284736078, 121, 88, 30, 'Female', 72.80387130852401, 1.7880499235160117, 0.063606209, 33, 22.771686304942232, 99, 'Low Risk'),
(48026, 89, 12, '28:45.9', 36.71395245896546, 96.63100359888604, 139, 80, 53, 'Male', 69.78954488132072, 1.684208468508182, 0.051943447740177506, 59, 24.603600847229682, 99.66666666666666, 'Low Risk'),
(48027, 80, 16, '27:45.9', 37.00305368724572, 95.28874171, 115, 89, 37, 'Male', 83.74218137317077, 1.8233928392957084, 0.079821422, 26, 25.187425541154187, 97.66666666666667, 'Low Risk'),
(48028, 66, 19, '26:45.9', 36.30851568023039, 99.97354205156417, 120, 74, 75, 'Male', 93.99761354840007, 1.5859494346780658, 0.06404618, 46, 37.371295634797114, 89.33333333333333, 'High Risk'),
(48029, 75, 17, '25:45.9', 36.23075504, 95.09915383152821, 111, 75, 65, 'Male', 52.92409597564364, 1.577350937501544, 0.054470837, 36, 21.271435140120683, 87, 'Low Risk'),
(48030, 82, 18, '24:45.9', 36.80701630565126, 99.48138661401046, 118, 85, 63, 'Female', 80.94120688282013, 1.8976790508583914, 0.10900094621183075, 33, 22.47626527096822, 96, 'Low Risk'),
(48031, 72, 17, '23:45.9', 36.16163416357157, 97.93791094141432, 133, 75, 24, 'Female', 98.37158180025999, 1.7170468284713776, 0.082252433, 58, 33.36609449707203, 94.33333333333333, 'High Risk'),
(48032, 60, 16, '22:45.9', 36.81118693, 99.41285280804193, 134, 83, 23, 'Female', 71.01695875806865, 1.9736200292748576, 0.14178359704426863, 51, 18.23202812767653, 100, 'High Risk'),
(48033, 69, 19, '21:45.9', 37.46313260846862, 99.1647978, 135, 71, 38, 'Male', 62.51129424, 1.7732197708811863, 0.1470648131059044, 64, 19.880777316482682, 92.33333333333333, 'Low Risk'),
(48034, 61, 14, '20:45.9', 36.72727610593149, 96.95853568479902, 111, 75, 43, 'Male', 51.580085918307844, 1.7976352357648362, 0.075496866, 36, 15.961691652457693, 87, 'High Risk'),
(48035, 62, 13, '19:45.9', 37.36959668645572, 97.06464182433433, 112, 76, 24, 'Female', 70.57673334, 1.7935771011014585, 0.11522220724518137, 36, 21.939233579301245, 88, 'Low Risk'),
(48036, 81, 13, '18:45.9', 36.06491004479955, 98.43008765720852, 130, 81, 62, 'Female', 69.07805494251004, 1.5287833098432657, 0.093349682, 49, 29.556175383360895, 97.33333333333333, 'Low Risk'),
(48037, 76, 16, '17:45.9', 36.56052476819769, 98.95769339797613, 124, 89, 51, 'Female', 94.23735213279787, 1.9996179754741858, 0.11577804630666158, 35, 23.568340857532743, 100.66666666666667, 'Low Risk'),
(48038, 62, 14, '16:45.9', 37.25475864891268, 97.19274750426938, 117, 77, 21, 'Female', 69.34386022268417, 1.7288417658998116, 0.090284724, 40, 23.200509508703078, 90.33333333333333, 'Low Risk'),
(48039, 93, 15, '15:45.9', 36.65231235580013, 97.52067632071062, 126, 78, 49, 'Male', 73.68784992662935, 1.6627648313713168, 0.10304683330223552, 48, 26.652271226110727, 94, 'High Risk'),
(48040, 60, 16, '14:45.9', 37.17887559751224, 95.97475655461915, 137, 75, 55, 'Male', 86.00265591714094, 1.555411385390849, 0.065998468, 62, 35.548502948406735, 95.66666666666666, 'High Risk'),
(48041, 74, 15, '13:45.9', 36.16023601571054, 97.02621353177142, 115, 72, 20, 'Male', 58.87374869295151, 1.9549312521632285, 0.07926441, 43, 15.404893876382548, 86.33333333333333, 'High Risk'),
(48042, 86, 13, '12:45.9', 36.450353319186185, 98.77027654159853, 139, 81, 76, 'Male', 94.99480809480015, 1.7666298811042855, 0.060109158, 58, 30.43748229503214, 100.33333333333333, 'High Risk'),
(48043, 69, 19, '11:45.9', 36.323477931379024, 96.99314351994059, 134, 83, 63, 'Male', 97.58906043019422, 1.642366110478486, 0.1497890995327114, 51, 36.17938554893038, 100, 'High Risk'),
(48044, 62, 19, '10:45.9', 36.50806805595676, 96.79100951068665, 118, 87, 48, 'Male', 81.85107460424598, 1.950608926281577, 0.069063334, 31, 21.512157603415684, 97.33333333333333, 'Low Risk'),
(48045, 64, 19, '09:45.9', 37.478137885852476, 96.68206131307132, 138, 76, 28, 'Male', 87.06431509310065, 1.7415442214625783, 0.14698297428956242, 62, 28.705900472040618, 96.66666666666666, 'Low Risk'),
(48046, 68, 19, '08:45.9', 36.56690240933505, 96.88785383437697, 139, 77, 71, 'Female', 90.44815841, 1.942772852841106, 0.071309655, 62, 23.963799440134657, 97.66666666666666, 'Low Risk'),
(48047, 89, 14, '07:45.9', 36.188528751280614, 99.01843572686877, 120, 89, 80, 'Female', 57.63966279808636, 1.7735010694984004, 0.11534314654297803, 31, 18.32561346994627, 99.33333333333333, 'High Risk'),
(48048, 83, 16, '06:45.9', 36.751975651503926, 96.51634558925738, 136, 73, 88, 'Female', 53.33406458514334, 1.5315961310699897, 0.11857248445631159, 63, 22.73610997416966, 94, 'Low Risk'),
(48049, 84, 12, '05:45.9', 37.323716795480436, 96.67164449515448, 117, 77, 43, 'Male', 68.35417767869544, 1.7090475501430151, 0.12260543557962694, 40, 23.402204537225625, 90.33333333333333, 'Low Risk'),
(48050, 69, 17, '04:45.9', 37.044575305301734, 97.55523628416799, 125, 80, 74, 'Female', 66.20001911740117, 1.8856010241064085, 0.11024277925042111, 45, 18.61909226655149, 95, 'Low Risk'),
(48051, 86, 15, '03:45.9', 36.52057557339584, 99.30120988103045, 118, 71, 69, 'Male', 59.08952510753851, 1.716230477272779, 0.10233591407920437, 47, 20.061309567615837, 86.66666666666667, 'Low Risk'),
(48052, 89, 13, '02:45.9', 36.93227120615113, 99.08916476708762, 137, 72, 47, 'Female', 56.29228023989484, 1.906385770208914, 0.14776913358731678, 65, 15.489138592704503, 93.66666666666666, 'High Risk'),
(48053, 83, 13, '01:45.9', 36.11586281363087, 99.82379496583616, 137, 84, 44, 'Male', 64.56699840423164, 1.6657787693415766, 0.10897730058345426, 53, 23.26890530009926, 101.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(48054, 96, 14, '00:45.9', 36.89504527342268, 99.73442768347299, 136, 84, 87, 'Male', 60.91960879, 1.6900343037637684, 0.052892876, 52, 21.328782523029577, 101.33333333333333, 'High Risk'),
(48055, 99, 16, '59:45.9', 36.66640013, 95.95400216740366, 126, 88, 44, 'Female', 65.80969208682835, 1.839542851012871, 0.10255501246330782, 38, 19.447780359260666, 100.66666666666667, 'High Risk'),
(48056, 68, 19, '58:45.9', 36.23213708, 97.50805781063926, 130, 89, 84, 'Female', 95.41389885677852, 1.638992191829514, 0.11721224808019713, 41, 35.51876635887248, 102.66666666666667, 'High Risk'),
(48057, 73, 14, '57:45.9', 36.05935132834937, 95.63877380173952, 128, 75, 79, 'Male', 60.32457512401218, 1.9413119789819566, 0.13726523163688406, 53, 16.006766253872495, 92.66666666666666, 'High Risk'),
(48058, 68, 16, '56:45.9', 36.55766137905441, 97.77594000399125, 116, 77, 19, 'Male', 59.14253750447121, 1.985450344765507, 0.058946693, 39, 15.003130743431138, 90, 'High Risk'),
(48059, 76, 12, '55:45.9', 36.01742100307041, 96.81527183188422, 131, 84, 57, 'Female', 81.90076151718212, 1.553316984931839, 0.1396649280839436, 47, 33.94437039, 99.66666666666667, 'High Risk'),
(48060, 97, 14, '54:45.9', 37.191721235451624, 99.62018099, 124, 83, 33, 'Female', 52.68921076233346, 1.689741743960575, 0.051297194772704904, 41, 18.453596784452998, 96.66666666666667, 'High Risk'),
(48061, 65, 19, '53:45.9', 37.43348465842682, 98.98800389, 118, 85, 56, 'Female', 94.33396519931767, 1.972561463793146, 0.12169922615485491, 33, 24.24415215296046, 96, 'Low Risk'),
(48062, 92, 18, '52:45.9', 37.16254762899616, 97.22140561941923, 123, 79, 43, 'Male', 51.545728918363224, 1.913269018872016, 0.12454439891469563, 44, 14.081230484965504, 93.66666666666667, 'High Risk'),
(48063, 92, 12, '51:45.9', 36.323455619804065, 96.13340732375316, 113, 89, 32, 'Female', 72.98043805748847, 1.7340035310191135, 0.11877927625084006, 24, 24.272052947415226, 97, 'High Risk'),
(48064, 62, 16, '50:45.9', 37.02807352137479, 96.62097031815418, 129, 76, 58, 'Female', 58.29770885957659, 1.8554784676114615, 0.073899429, 53, 16.933223840608225, 93.66666666666666, 'High Risk'),
(48065, 90, 12, '49:45.9', 36.618698774727875, 98.41562599098548, 131, 89, 42, 'Female', 79.86406558, 1.5374988116293826, 0.12529304256816814, 42, 33.78483771731116, 103, 'High Risk'),
(48066, 75, 17, '48:45.9', 37.07635100193857, 97.56748565, 118, 84, 71, 'Male', 60.90552919067022, 1.5296411305655637, 0.086313227, 34, 26.03020661353303, 95.33333333333333, 'Low Risk'),
(48067, 83, 12, '47:45.9', 36.20759454940383, 95.99413334402661, 139, 83, 50, 'Female', 81.87325246689362, 1.8588319556758073, 0.12261005302332317, 56, 23.69527664325304, 101.66666666666666, 'Low Risk'),
(48068, 85, 15, '46:45.9', 36.77293185293542, 99.23211105461279, 121, 79, 45, 'Male', 85.89938174191286, 1.7215566064363008, 0.11874326343196394, 42, 28.98327272, 93, 'Low Risk'),
(48069, 97, 16, '45:45.9', 36.65815345, 98.28718797852369, 125, 86, 37, 'Male', 86.19832029, 1.5729777859711822, 0.078140003, 39, 34.83803283180308, 99, 'High Risk'),
(48070, 64, 18, '44:45.9', 36.44706509186018, 95.92067931118245, 119, 84, 34, 'Female', 57.902437647421536, 1.9903621028397154, 0.14119553472464275, 35, 14.616138834971872, 95.66666666666667, 'High Risk'),
(48071, 92, 17, '43:45.9', 36.08522734074648, 96.87166397936788, 127, 73, 71, 'Male', 53.9971678, 1.680754119822522, 0.13477633833661634, 54, 19.114485483062555, 91, 'High Risk'),
(48072, 99, 14, '42:45.9', 36.48442807199089, 96.90824764188841, 129, 89, 20, 'Female', 82.06251264038332, 1.9638187067688406, 0.083370598, 40, 21.278549745173883, 102.33333333333333, 'High Risk'),
(48073, 72, 15, '41:45.9', 36.16777632135126, 95.09987305124841, 115, 86, 29, 'Male', 91.68640254856079, 1.6431065152573918, 0.052061855, 29, 33.96045477941391, 95.66666666666667, 'High Risk'),
(48074, 82, 16, '40:45.9', 36.339013300527746, 98.32830710531573, 128, 83, 42, 'Male', 56.24374851935785, 1.9072388564069902, 0.095345425, 45, 15.46194362785542, 98, 'High Risk'),
(48075, 79, 16, '39:45.9', 37.226272691814415, 96.85016574, 113, 70, 47, 'Female', 77.45906749210364, 1.6784087650815382, 0.097970765, 43, 27.496460122810024, 84.33333333333333, 'Low Risk'),
(48076, 81, 12, '38:45.9', 36.730642827841514, 95.96260188, 132, 78, 82, 'Female', 50.45521629440104, 1.9923652385909016, 0.061027903, 54, 12.710661718382966, 96, 'High Risk'),
(48077, 87, 15, '37:45.9', 37.455238159409916, 95.55226558915795, 124, 78, 55, 'Male', 65.73055003805034, 1.9420982262049278, 0.055211557, 46, 17.42709037116355, 93.33333333333333, 'High Risk'),
(48078, 72, 13, '36:45.9', 37.03744240789436, 98.08723742773576, 124, 86, 69, 'Male', 97.37753028253934, 1.9367948598275762, 0.057445272, 38, 25.95921216678918, 98.66666666666667, 'Low Risk'),
(48079, 63, 14, '35:45.9', 37.172415291636604, 95.55411105060577, 134, 85, 57, 'Male', 85.99206973295057, 1.8884454113492593, 0.14451589317546795, 49, 24.112904792168425, 101.33333333333333, 'Low Risk'),
(48080, 71, 16, '34:45.9', 36.53187407340965, 98.55247876173053, 124, 85, 27, 'Male', 52.585911389537344, 1.6328175876782702, 0.13789363484238049, 39, 19.723957856202876, 98, 'Low Risk'),
(48081, 65, 15, '33:45.9', 37.21324242664618, 99.30895226277222, 121, 77, 30, 'Female', 95.21295202240388, 1.7996107371304368, 0.13294096479656667, 44, 29.39942788519199, 91.66666666666667, 'Low Risk'),
(48082, 84, 18, '32:45.9', 36.282165922007096, 98.68568952547176, 113, 84, 43, 'Male', 67.11975013835567, 1.7263939961730292, 0.10270831464540034, 29, 22.520109459900738, 93.66666666666667, 'Low Risk'),
(48083, 91, 16, '31:45.9', 37.309956508692835, 96.71014637538894, 118, 86, 41, 'Male', 90.12305047532473, 1.620507471, 0.14174040012986494, 32, 34.318935482870046, 96.66666666666667, 'High Risk'),
(48084, 81, 12, '30:45.9', 37.25250132551151, 97.86946384834532, 139, 80, 74, 'Female', 99.62541023659034, 1.7631133572254232, 0.071692345, 59, 32.04864344880931, 99.66666666666666, 'High Risk'),
(48085, 75, 14, '29:45.9', 36.06878077568799, 96.34140800909377, 125, 83, 76, 'Male', 94.66890476836704, 1.8024901601589742, 0.14183599579520173, 42, 29.138121347489832, 97, 'Low Risk'),
(48086, 83, 12, '28:45.9', 36.671699023142814, 97.61467383265945, 132, 73, 45, 'Female', 53.094086759510304, 1.6066858718655908, 0.11875208446241137, 59, 20.567627847816233, 92.66666666666666, 'Low Risk'),
(48087, 80, 19, '27:45.9', 36.69361534907798, 95.20431380949543, 135, 89, 21, 'Female', 78.65622314809107, 1.7928426176186063, 0.085239049, 46, 24.470833070173992, 104.33333333333333, 'Low Risk'),
(48088, 83, 19, '26:45.9', 36.852706943178525, 96.56340254150855, 118, 78, 77, 'Female', 65.53225416, 1.8132881634380764, 0.11274851908216463, 40, 19.93064958969195, 91.33333333333333, 'Low Risk'),
(48089, 86, 16, '25:45.9', 37.40213411, 95.97972317071489, 119, 81, 65, 'Male', 91.36782036801057, 1.522394140741064, 0.1276392893144628, 38, 39.42203662411591, 93.66666666666667, 'High Risk'),
(48090, 96, 19, '24:45.9', 37.27697406530052, 97.5017619, 138, 88, 48, 'Male', 60.87347237965613, 1.753879586398654, 0.10120285901446512, 50, 19.78921327644052, 104.66666666666666, 'High Risk'),
(48091, 71, 16, '23:45.9', 36.15916434686672, 99.43086696818713, 130, 76, 70, 'Male', 83.67670858157676, 1.7002779213474861, 0.13780806266761803, 54, 28.94441378, 94, 'Low Risk'),
(48092, 69, 15, '22:45.9', 36.34523015245005, 98.19632515288087, 110, 88, 66, 'Female', 98.67510852282281, 1.6655049698320508, 0.085913749, 22, 35.57261129375066, 95.33333333333333, 'High Risk'),
(48093, 64, 12, '21:45.9', 36.13263224434154, 97.87772846752458, 130, 82, 67, 'Male', 95.23996669531009, 1.7417295110788387, 0.062355358, 48, 31.394806747558835, 98, 'High Risk'),
(48094, 60, 17, '20:45.9', 37.420943192743024, 99.11784970747517, 136, 75, 83, 'Male', 51.87451399, 1.938535441508204, 0.059249139, 61, 13.80405083470844, 95.33333333333333, 'High Risk'),
(48095, 98, 12, '19:45.9', 36.302425177500545, 99.29411857701088, 126, 73, 33, 'Male', 77.37628430102829, 1.7634569171835792, 0.11407036940994647, 53, 24.8815919, 90.66666666666666, 'High Risk'),
(48096, 64, 13, '18:45.9', 36.31586830169582, 95.35683742106103, 134, 86, 20, 'Male', 63.50447248283248, 1.5584597707321692, 0.059338282, 48, 26.14647342780186, 102, 'Low Risk'),
(48097, 74, 13, '17:45.9', 36.372973703367364, 99.43608279118757, 122, 86, 64, 'Female', 64.58121911725237, 1.7775551141798205, 0.070739779, 36, 20.439020944873654, 98, 'Low Risk'),
(48098, 85, 18, '16:45.9', 36.57665564657004, 95.12504649638369, 128, 86, 30, 'Male', 93.80172615437225, 1.7539239735609242, 0.13082057105455466, 42, 30.492238064367278, 100, 'High Risk'),
(48099, 69, 15, '15:45.9', 37.376076541023274, 98.13625984926337, 126, 86, 29, 'Male', 58.44773753853739, 1.9282035234995472, 0.12252068760152364, 40, 15.720340928573911, 99.33333333333333, 'High Risk'),
(48100, 95, 16, '14:45.9', 37.23943568830513, 97.84539628957819, 130, 74, 84, 'Female', 52.083868076204254, 1.9033454790235926, 0.1460479856752451, 56, 14.376990324466014, 92.66666666666666, 'High Risk'),
(48101, 98, 12, '13:45.9', 36.83490142760032, 96.51982578, 136, 83, 53, 'Male', 65.93913117929655, 1.6507025307216134, 0.064153204, 53, 24.199455058074744, 100.66666666666666, 'High Risk'),
(48102, 78, 14, '12:45.9', 36.30405112250402, 98.81285740733813, 115, 72, 69, 'Male', 88.04137172, 1.6210951644775384, 0.057536711, 43, 33.50192636351241, 86.33333333333333, 'High Risk'),
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(48279, 83, 16, '15:45.9', 36.39586412513888, 97.13315393205325, 123, 76, 71, 'Female', 57.99176246045224, 1.9763060546386146, 0.13982881810762154, 47, 14.847656292174449, 91.66666666666667, 'High Risk'),
(48280, 73, 19, '14:45.9', 37.07069803721083, 95.42040531879167, 118, 83, 68, 'Male', 61.861662525141625, 1.8164389944201136, 0.14130175393693514, 35, 18.749079662451628, 94.66666666666667, 'Low Risk'),
(48281, 94, 14, '13:45.9', 36.93834149110758, 99.42295056256266, 139, 84, 83, 'Female', 70.18296418279436, 1.6185746972765935, 0.063475524, 55, 26.789598999583816, 102.33333333333333, 'High Risk'),
(48282, 80, 18, '12:45.9', 36.12302432, 97.26535026574257, 119, 86, 73, 'Male', 77.01019927858785, 1.9999913126473463, 0.097038914, 33, 19.252717074426478, 97, 'Low Risk'),
(48283, 77, 16, '11:45.9', 36.60679409466704, 99.04210529187155, 113, 81, 76, 'Male', 69.97823948, 1.5316100725678918, 0.097638478, 32, 29.830915688727742, 91.66666666666667, 'Low Risk'),
(48284, 66, 15, '10:45.9', 37.111080164255526, 96.25537210271865, 113, 85, 45, 'Female', 88.58852753858088, 1.6835848869938743, 0.056495333, 28, 31.254132288154036, 94.33333333333333, 'High Risk'),
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(48286, 61, 19, '08:45.9', 37.08002065248329, 98.99797820952296, 115, 86, 89, 'Female', 97.67197885423532, 1.5820271202377256, 0.12135388335411032, 29, 39.02493049870094, 95.66666666666667, 'High Risk'),
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(48288, 68, 14, '06:45.9', 36.621472815815274, 96.85680415, 128, 88, 87, 'Female', 86.73751215136319, 1.8359418392514841, 0.13538085059865845, 40, 25.732923160102043, 101.33333333333333, 'Low Risk'),
(48289, 81, 16, '05:45.9', 36.713674415215614, 99.56040325153494, 134, 82, 31, 'Female', 50.46344286771555, 1.8177058986317391, 0.078686743, 52, 15.273186109672952, 99.33333333333333, 'High Risk'),
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(48293, 89, 15, '01:45.9', 36.42285981429097, 97.31774209519207, 130, 80, 34, 'Male', 59.092310741048564, 1.509933510505471, 0.10412972638236975, 50, 25.918825964637303, 96.66666666666666, 'Low Risk'),
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(48295, 74, 18, '59:45.9', 37.173120267603004, 99.89970204, 120, 80, 47, 'Male', 54.27499257793213, 1.8726335681736803, 0.097756885, 40, 15.477263071274951, 93.33333333333333, 'High Risk'),
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(48300, 87, 13, '54:45.9', 36.39813438271268, 98.40368578, 129, 83, 43, 'Female', 99.56862284906197, 1.7027516661149444, 0.053306577, 46, 34.34154837761085, 98.33333333333333, 'High Risk'),
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(48302, 96, 19, '52:45.9', 37.09870838385012, 96.79015938174916, 110, 71, 21, 'Male', 71.89494503, 1.5534491528750778, 0.066490887, 39, 29.792316342444693, 84, 'High Risk'),
(48303, 70, 16, '51:45.9', 36.54164984052291, 99.57383546583583, 134, 77, 62, 'Female', 91.03045352033129, 1.806459107257605, 0.081747029, 57, 27.895261475036843, 96, 'Low Risk'),
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(48305, 95, 15, '49:45.9', 37.325924495989355, 95.07027059739576, 119, 86, 48, 'Male', 87.16631989119867, 1.8969903196025402, 0.1041765071154776, 33, 24.22247304946516, 97, 'High Risk'),
(48306, 76, 18, '48:45.9', 37.49659493597324, 95.26359652416016, 128, 76, 18, 'Male', 65.87864661, 1.7929693007789476, 0.072517222, 52, 20.49268957178778, 93.33333333333333, 'Low Risk'),
(48307, 60, 15, '47:45.9', 36.819531668595666, 99.47504434841727, 134, 89, 57, 'Male', 63.98772014767589, 1.6838115951393444, 0.063768932, 45, 22.568861170169246, 104, 'Low Risk'),
(48308, 96, 16, '46:45.9', 36.39428718884498, 99.07425587413087, 110, 77, 42, 'Male', 72.22330068971769, 1.9765567359982632, 0.068692382, 33, 18.48667312390503, 88, 'High Risk'),
(48309, 79, 13, '45:45.9', 37.03395913878822, 96.77031109, 123, 89, 88, 'Female', 54.74510166859821, 1.5130928146371423, 0.085041203, 34, 23.91190236948179, 100.33333333333333, 'Low Risk'),
(48310, 96, 19, '44:45.9', 36.080659577696345, 97.42490008513653, 127, 87, 30, 'Female', 50.27513088774055, 1.7954744988330096, 0.13198422183598396, 40, 15.595335693930426, 100.33333333333333, 'High Risk'),
(48311, 85, 19, '43:45.9', 36.39261981464686, 96.58340996774808, 128, 82, 28, 'Female', 67.46364753607082, 1.691873318, 0.14423768, 46, 23.568618994392697, 97.33333333333333, 'Low Risk'),
(48312, 92, 14, '42:45.9', 36.249277639505436, 99.02405245674176, 138, 84, 66, 'Male', 56.82149498, 1.8710372617670845, 0.1330378889465002, 54, 16.231093620119474, 102, 'High Risk'),
(48313, 96, 17, '41:45.9', 36.838227056755365, 96.32621544703811, 134, 76, 22, 'Male', 82.27796528192411, 1.5964261862171012, 0.073098181, 58, 32.283889883367685, 95.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(48317, 74, 19, '37:45.9', 36.50424112668911, 98.49837312254944, 135, 76, 45, 'Male', 58.14277029943544, 1.6243184701051199, 0.088550213, 59, 22.037044830051183, 95.66666666666666, 'Low Risk'),
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(48319, 65, 12, '35:45.9', 36.05086602270432, 98.18805034577771, 124, 78, 70, 'Male', 73.20942179558516, 1.675458686857473, 0.12252560756792984, 46, 26.079516150141757, 93.33333333333333, 'Low Risk'),
(48320, 64, 12, '34:45.9', 37.078468446595366, 99.63596375508065, 123, 77, 81, 'Female', 55.430641675220414, 1.526026936766062, 0.11738481647527765, 46, 23.802660746779832, 92.33333333333333, 'Low Risk'),
(48321, 82, 12, '33:45.9', 37.38077291810843, 96.31317508060066, 125, 77, 84, 'Male', 78.09688858223697, 1.7276435960229592, 0.10607315649603002, 48, 26.165282157483368, 93, 'Low Risk'),
(48322, 86, 16, '32:45.9', 37.40438744296272, 97.71794016678398, 111, 79, 36, 'Male', 80.38325142, 1.6821945299944336, 0.092713502, 32, 28.406199714052526, 89.66666666666667, 'Low Risk'),
(48323, 97, 15, '31:45.9', 36.49537565087147, 95.82890427136778, 113, 83, 40, 'Female', 63.01632416634357, 1.6980047705127295, 0.14418359777684842, 30, 21.856230110830314, 93, 'High Risk'),
(48324, 72, 17, '30:45.9', 36.56995214602183, 98.71884902916106, 136, 88, 65, 'Female', 95.45095739368637, 1.8608179482255618, 0.1455128267104635, 48, 27.56592156998569, 104, 'Low Risk'),
(48325, 96, 14, '29:45.9', 37.01118702993795, 97.85707119907745, 115, 86, 67, 'Female', 54.09937040126416, 1.6336058524880854, 0.11220154083485462, 29, 20.272049109699903, 95.66666666666667, 'High Risk'),
(48326, 87, 15, '28:45.9', 37.08362412790468, 95.33510754449124, 137, 75, 87, 'Male', 53.53815113158928, 1.8346676383168878, 0.12805825262367787, 62, 15.90554549817934, 95.66666666666666, 'High Risk'),
(48327, 63, 17, '27:45.9', 36.30092217496062, 97.27116467923955, 119, 78, 79, 'Male', 67.89745804957805, 1.907185031208165, 0.13515490330841215, 41, 18.66671326884129, 91.66666666666667, 'Low Risk'),
(48328, 90, 18, '26:45.9', 37.00440433096284, 95.79091151631786, 136, 79, 51, 'Female', 89.26789299819407, 1.5187119673285112, 0.059294945596489484, 57, 38.70298431, 98, 'High Risk'),
(48329, 75, 13, '25:45.9', 36.24105209191836, 96.89196451066971, 123, 89, 22, 'Female', 72.39052943889618, 1.739689399347524, 0.063703874, 34, 23.918741136863957, 100.33333333333333, 'Low Risk'),
(48330, 80, 15, '24:45.9', 36.601497185187704, 96.01095795033805, 125, 76, 33, 'Male', 59.88210672364813, 1.5484057009739862, 0.087884849, 49, 24.976268105293464, 92.33333333333333, 'Low Risk'),
(48331, 98, 17, '23:45.9', 37.005986499584104, 97.82084721, 139, 76, 18, 'Male', 81.05490161860632, 1.6969676673380678, 0.14211416467175778, 63, 28.147002234628204, 97, 'High Risk'),
(48332, 83, 19, '22:45.9', 36.18523940284283, 99.72562750493786, 117, 76, 79, 'Male', 60.045743159200455, 1.5391489358873778, 0.1223081591076727, 41, 25.346671217098834, 89.66666666666667, 'Low Risk'),
(48333, 78, 17, '21:45.9', 36.31277456529856, 95.84298843388504, 121, 70, 42, 'Male', 52.10096382521438, 1.8868919013530392, 0.059973474, 51, 14.633618088643967, 87, 'High Risk'),
(48334, 75, 15, '20:45.9', 36.71317826584935, 96.44666095225918, 124, 88, 45, 'Male', 61.88456375744425, 1.5986302997078643, 0.056702262, 36, 24.215099257536938, 100, 'Low Risk'),
(48335, 96, 17, '19:45.9', 36.94444682424217, 99.40303516665291, 113, 79, 32, 'Male', 67.89609688741352, 1.812663259169041, 0.12455975995261213, 34, 20.66381688555719, 90.33333333333333, 'High Risk'),
(48336, 99, 19, '18:45.9', 37.00872884, 97.18171014160914, 111, 77, 43, 'Female', 57.89950917766331, 1.5636506430421295, 0.13623351770737782, 34, 23.680748563688326, 88.33333333333333, 'High Risk'),
(48337, 87, 15, '17:45.9', 36.07552036987556, 96.91134407575406, 124, 72, 39, 'Male', 63.81497487607914, 1.7372552466875857, 0.117040771, 52, 21.14439866956707, 89.33333333333333, 'Low Risk'),
(48338, 92, 12, '16:45.9', 36.99441359225305, 95.66233051, 131, 83, 41, 'Male', 86.76181994585647, 1.780166849633569, 0.1037698359268853, 48, 27.378347703620737, 99, 'High Risk'),
(48339, 86, 14, '15:45.9', 36.18216082946231, 98.98012573182791, 118, 81, 48, 'Female', 69.70482293677367, 1.7056499323100955, 0.064225881, 37, 23.959791012994582, 93.33333333333333, 'Low Risk'),
(48340, 60, 15, '14:45.9', 36.81413003152864, 98.20569614614062, 114, 81, 54, 'Female', 61.35106553288208, 1.8234440768599327, 0.13223267692803364, 33, 18.45173517627125, 92, 'High Risk'),
(48341, 83, 16, '13:45.9', 36.20440695216048, 97.55372721319937, 127, 73, 71, 'Male', 82.19660492735271, 1.5608494980818193, 0.096341035, 54, 33.73897011246712, 91, 'High Risk'),
(48342, 63, 18, '12:45.9', 36.24409402738346, 97.38337685162466, 112, 83, 23, 'Male', 64.32090630565096, 1.8121558600495953, 0.076179116, 29, 19.58669044300725, 92.66666666666667, 'Low Risk'),
(48343, 88, 12, '11:45.9', 36.72093097726984, 95.12726880299046, 125, 80, 81, 'Female', 62.53259683333179, 1.7311797460722003, 0.098566307, 45, 20.865180182248622, 95, 'Low Risk'),
(48344, 94, 18, '10:45.9', 36.34097626081146, 95.40442464291671, 111, 70, 72, 'Male', 59.08935588775544, 1.690333586178783, 0.079543074, 41, 20.680660936605076, 83.66666666666667, 'High Risk'),
(48345, 71, 14, '09:45.9', 37.44000015367674, 99.61167495396133, 111, 80, 55, 'Female', 82.32076141613824, 1.7199569649174093, 0.12855188569558934, 31, 27.827501678943644, 90.33333333333333, 'Low Risk'),
(48346, 68, 12, '08:45.9', 36.468723752736324, 98.39449237, 113, 73, 39, 'Male', 93.90893505256028, 1.7299728124228948, 0.12905787337596714, 40, 31.37822404625984, 86.33333333333333, 'High Risk'),
(48347, 66, 19, '07:45.9', 36.36301702731912, 99.73355886501929, 111, 82, 19, 'Male', 60.87805605975647, 1.6826049210734357, 0.055631818, 29, 21.50287185205585, 91.66666666666667, 'Low Risk'),
(48348, 78, 16, '06:45.9', 36.58964340814623, 96.00396869501496, 124, 77, 22, 'Male', 60.84406139052685, 1.5860570161926901, 0.090400809, 47, 24.18692205017679, 92.66666666666667, 'Low Risk'),
(48349, 96, 13, '05:45.9', 37.45894430585646, 95.63699674, 132, 76, 42, 'Female', 83.10830953400327, 1.775421863659826, 0.058398257, 56, 26.36582232558255, 94.66666666666666, 'High Risk'),
(48350, 97, 15, '04:45.9', 36.747876002606375, 96.18984201519196, 110, 72, 77, 'Female', 74.86807646835666, 1.617684681803165, 0.10524000861080413, 38, 28.60941180888521, 84.66666666666667, 'High Risk'),
(48351, 91, 13, '03:45.9', 36.69919022369198, 96.18764737237115, 129, 75, 36, 'Female', 67.59009296762768, 1.5222676204676546, 0.13009077895653803, 54, 29.16762207859908, 93, 'High Risk'),
(48352, 97, 15, '02:45.9', 36.64825565912434, 96.13511702, 110, 83, 79, 'Female', 73.73211379, 1.6908218959199988, 0.10957260002177613, 27, 25.79057104018038, 92, 'High Risk'),
(48353, 80, 15, '01:45.9', 36.353597022303184, 97.42936577, 126, 73, 88, 'Male', 71.38355294579154, 1.992135377547633, 0.1157950136945142, 53, 17.987071628453254, 90.66666666666666, 'High Risk'),
(48354, 98, 15, '00:45.9', 36.98768861542193, 99.44471977079343, 138, 76, 18, 'Female', 70.66745801914979, 1.855004631486438, 0.077640961, 62, 20.53664391899581, 96.66666666666666, 'High Risk'),
(48355, 95, 19, '59:45.9', 37.07078155078449, 95.90244329, 119, 86, 89, 'Male', 50.04860928, 1.8152089755290917, 0.082886252, 33, 15.189334751098079, 97, 'High Risk'),
(48356, 66, 16, '58:45.9', 37.064171823560294, 95.07392298668762, 114, 82, 27, 'Female', 93.85720986048429, 1.7313264826834618, 0.11922567915332068, 32, 31.311919755580192, 92.66666666666667, 'High Risk'),
(48357, 73, 12, '57:45.9', 37.38182453797927, 98.05550545309647, 134, 79, 40, 'Male', 91.76176259755479, 1.5121613197066557, 0.075810846, 55, 40.12966159112666, 97.33333333333333, 'High Risk'),
(48358, 67, 16, '56:45.9', 37.46528156615487, 95.76389669744165, 127, 77, 69, 'Female', 50.120641575851295, 1.641581603173333, 0.096235836, 50, 18.599088835227366, 93.66666666666666, 'Low Risk'),
(48359, 67, 16, '55:45.9', 36.79700942, 96.51955001882723, 137, 79, 46, 'Male', 71.03927665637704, 1.8595991550353301, 0.054674222, 58, 20.54281004409215, 98.33333333333333, 'Low Risk'),
(48360, 68, 17, '54:45.9', 36.51880745894355, 97.67484464689463, 122, 77, 59, 'Male', 60.141932555481645, 1.5728133650091025, 0.11036055702378872, 45, 24.31212933480843, 92, 'Low Risk'),
(48361, 75, 19, '53:45.9', 36.025375866150085, 98.47852081865562, 130, 83, 28, 'Male', 94.91804807591093, 1.9830731900252712, 0.069058629, 47, 24.13633429620069, 98.66666666666667, 'Low Risk'),
(48362, 97, 17, '52:45.9', 36.20097294, 96.28165785419934, 119, 87, 35, 'Female', 62.80226637755613, 1.532750623095765, 0.064516559, 32, 26.732053026307007, 97.66666666666667, 'High Risk'),
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(48539, 60, 17, '55:45.9', 36.71767727475308, 98.95154155665891, 121, 73, 39, 'Male', 64.16432482691721, 1.6559497248907813, 0.096259257, 48, 23.399109730069032, 89, 'Low Risk'),
(48540, 86, 14, '54:45.9', 36.07442558702676, 95.00390912875298, 134, 87, 87, 'Female', 63.916400660479226, 1.7174879857993468, 0.12720784674719054, 47, 21.668302750987262, 102.66666666666667, 'Low Risk'),
(48541, 96, 16, '53:45.9', 36.61494787392552, 95.58543187481054, 134, 79, 68, 'Male', 63.10231785549134, 1.8339472061867537, 0.051851188660899675, 55, 18.761676915417183, 97.33333333333333, 'High Risk'),
(48542, 95, 13, '52:45.9', 36.73567052253888, 96.52841988906016, 122, 76, 69, 'Female', 67.93322066515252, 1.6059063292606484, 0.090070642, 46, 26.341577829820196, 91.33333333333333, 'High Risk'),
(48543, 76, 13, '51:45.9', 37.296657379723975, 97.92156967, 137, 82, 35, 'Female', 89.34292710365014, 1.610906669822728, 0.064063441, 55, 34.42860433200947, 100.33333333333333, 'High Risk'),
(48544, 91, 12, '50:45.9', 37.459451286598615, 97.39222220646518, 121, 72, 49, 'Female', 88.29756448531496, 1.689129345972395, 0.056800939, 49, 30.947310353077448, 88.33333333333333, 'High Risk'),
(48545, 84, 15, '49:45.9', 37.020663132974676, 96.75628415512435, 116, 71, 27, 'Male', 89.65816274694441, 1.8318437389672662, 0.079859498, 45, 26.718556195306043, 86, 'Low Risk'),
(48546, 95, 12, '48:45.9', 36.62731207279608, 99.18943768, 137, 78, 55, 'Male', 99.24181106057259, 1.9112528081232927, 0.1461808636488846, 59, 27.168046261392508, 97.66666666666666, 'High Risk'),
(48547, 62, 15, '47:45.9', 37.40783653109108, 97.72655603883972, 118, 81, 42, 'Female', 85.49555391556987, 1.9818570942435447, 0.084346001, 37, 21.767014129889592, 93.33333333333333, 'Low Risk'),
(48548, 71, 16, '46:45.9', 36.41325383751768, 97.82026871865709, 113, 80, 73, 'Male', 73.90995339, 1.9404059361430213, 0.099142032, 33, 19.62988427330649, 91, 'Low Risk'),
(48549, 88, 16, '45:45.9', 36.558241073200456, 97.60370517423513, 135, 72, 59, 'Female', 82.85339050954326, 1.835280321523924, 0.052377753, 63, 24.59832126330469, 93, 'Low Risk'),
(48550, 83, 17, '44:45.9', 36.98016047810745, 98.53996672152371, 129, 74, 64, 'Male', 58.233870690125485, 1.7083758869181107, 0.12375260130131302, 55, 19.953027079936042, 92.33333333333333, 'Low Risk'),
(48551, 61, 19, '43:45.9', 36.950625600061834, 99.28326678972383, 127, 89, 72, 'Male', 60.488784703790486, 1.9035503794369184, 0.098357589, 38, 16.69345029515342, 101.66666666666667, 'High Risk'),
(48552, 74, 16, '42:45.9', 36.39175434425808, 98.04304192, 138, 85, 54, 'Male', 81.22871781, 1.9870533093515697, 0.074942958, 53, 20.57266530417625, 102.66666666666666, 'Low Risk'),
(48553, 93, 12, '41:45.9', 36.263516064412435, 95.18377304946843, 120, 88, 52, 'Female', 76.20528252398196, 1.7111309035361335, 0.087891335, 32, 26.026670135463103, 98.66666666666667, 'High Risk'),
(48554, 77, 19, '40:45.9', 36.200598991244696, 98.35710484147098, 127, 86, 27, 'Female', 80.06746878778569, 1.6241746482954162, 0.1067873876364111, 41, 30.35223279703851, 99.66666666666667, 'High Risk'),
(48555, 93, 14, '39:45.9', 36.655148708869895, 96.43824121451055, 116, 82, 71, 'Female', 80.91951218027457, 1.9527825858946004, 0.14296284841424806, 34, 21.220004362275777, 93.33333333333333, 'High Risk'),
(48556, 88, 12, '38:45.9', 37.42935043733936, 95.94280637512044, 128, 79, 40, 'Male', 69.53963149369048, 1.5599524031371317, 0.055173400213894566, 49, 28.576543026301117, 95.33333333333333, 'Low Risk'),
(48557, 86, 18, '37:45.9', 36.14804720737021, 98.49825151421953, 134, 78, 36, 'Male', 54.667741670729434, 1.6461982738402658, 0.056825222, 56, 20.17283097218803, 96.66666666666666, 'Low Risk'),
(48558, 71, 18, '36:45.9', 36.30844776288357, 96.83832294220962, 112, 76, 18, 'Female', 95.0848601, 1.685797871619949, 0.10181076810138412, 36, 33.45803024736954, 88, 'High Risk'),
(48559, 82, 15, '35:45.9', 36.72498595659989, 98.37825072670921, 118, 81, 65, 'Male', 58.22172287293421, 1.814214402845613, 0.078692171, 37, 17.68918532224859, 93.33333333333333, 'High Risk'),
(48560, 86, 15, '34:45.9', 37.241973945715365, 96.24392679252614, 130, 70, 66, 'Male', 84.35971877715409, 1.6912159146579002, 0.1256970463899536, 60, 29.49422640985027, 90, 'Low Risk'),
(48561, 94, 16, '33:45.9', 36.753151953680835, 99.3461096, 130, 87, 72, 'Female', 58.289836955075344, 1.6366320191619042, 0.098127316, 43, 21.761596507365308, 101.33333333333333, 'High Risk'),
(48562, 87, 17, '32:45.9', 36.97317294436338, 99.83359969883584, 133, 89, 88, 'Female', 71.39255040504202, 1.9650268628306438, 0.11837143830004411, 44, 18.489106042689368, 103.66666666666667, 'High Risk'),
(48563, 81, 19, '31:45.9', 37.396536336973526, 97.04068027536165, 129, 79, 88, 'Female', 61.03807361813098, 1.7203928123840748, 0.090211879, 50, 20.622702643903608, 95.66666666666666, 'Low Risk'),
(48564, 85, 14, '30:45.9', 37.45528726810188, 98.54697209175282, 112, 80, 51, 'Female', 98.45206868847063, 1.8761751676023364, 0.12413013447671875, 32, 27.969073423380575, 90.66666666666667, 'Low Risk'),
(48565, 61, 16, '29:45.9', 36.97380852375367, 99.07183442665757, 137, 73, 69, 'Female', 96.89796960126147, 1.5894226235505773, 0.1292884922427583, 64, 38.35622840890129, 94.33333333333333, 'High Risk'),
(48566, 87, 14, '28:45.9', 37.42695945241326, 95.07583631872117, 114, 82, 77, 'Male', 58.76239055372439, 1.8513977568570192, 0.088709724, 32, 17.143519624022026, 92.66666666666667, 'High Risk'),
(48567, 60, 12, '27:45.9', 36.88129310030079, 99.29522707587067, 122, 70, 25, 'Female', 95.63935585078647, 1.8223951805580016, 0.1390609646769303, 52, 28.797283769178158, 87.33333333333333, 'Low Risk'),
(48568, 87, 12, '26:45.9', 36.059169846761336, 98.87913416462361, 131, 87, 61, 'Male', 75.64047813009729, 1.5555456502438534, 0.10456893389755356, 44, 31.25998345683262, 101.66666666666667, 'High Risk'),
(48569, 82, 16, '25:45.9', 36.94883428, 95.39507375424161, 113, 84, 38, 'Female', 84.84066829681288, 1.936269071630629, 0.064233426, 29, 22.629380449053592, 93.66666666666667, 'Low Risk'),
(48570, 80, 16, '24:45.9', 36.73173174355511, 97.77626259286679, 124, 87, 35, 'Female', 60.94669171041326, 1.5629300143374343, 0.10352375414155937, 37, 24.950030080430615, 99.33333333333333, 'Low Risk'),
(48571, 71, 16, '23:45.9', 37.45196330751449, 95.78453495609992, 116, 89, 37, 'Female', 59.10716874093344, 1.8541049246916999, 0.1101950985460709, 27, 17.19378699074059, 98, 'High Risk'),
(48572, 96, 16, '22:45.9', 36.69327102419073, 99.25261100365866, 128, 87, 58, 'Male', 89.79712324671843, 1.9375886280683952, 0.060193872154268004, 41, 23.91879353340795, 100.66666666666667, 'High Risk'),
(48573, 98, 18, '21:45.9', 36.37363382984443, 95.90501150967451, 118, 85, 18, 'Female', 56.02267782137374, 1.7945485433609936, 0.075531996, 33, 17.396161962057896, 96, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(48575, 84, 13, '19:45.9', 36.65860104904802, 98.52205372627535, 125, 84, 84, 'Female', 54.01043325566146, 1.7524173809983823, 0.098520433, 41, 17.587437094713955, 97.66666666666667, 'High Risk'),
(48576, 85, 14, '18:45.9', 36.965897260513714, 99.95345732531433, 116, 79, 25, 'Female', 96.43770821579821, 1.6202756441391657, 0.1455183081278269, 37, 36.734072055382086, 91.33333333333333, 'High Risk'),
(48577, 68, 15, '17:45.9', 36.21037462068037, 98.65452855789536, 129, 89, 78, 'Male', 59.29178567434369, 1.55642438, 0.079828732, 40, 24.475889297420586, 102.33333333333333, 'Low Risk'),
(48578, 87, 14, '16:45.9', 36.17343749944783, 98.16980477911265, 136, 79, 63, 'Female', 60.443653746052895, 1.5394476124996017, 0.08481649, 57, 25.504738800977865, 98, 'Low Risk'),
(48579, 92, 18, '15:45.9', 37.059211297708956, 99.34489475003407, 122, 83, 65, 'Female', 93.84299690789838, 1.842477491997422, 0.12872832303338855, 39, 27.64378371352187, 96, 'High Risk'),
(48580, 75, 19, '14:45.9', 36.04893044613016, 98.06708244043581, 126, 70, 35, 'Female', 82.98493441078408, 1.9628864290042614, 0.10097692769142139, 56, 21.53817544305054, 88.66666666666666, 'Low Risk'),
(48581, 70, 13, '13:45.9', 36.300515328888885, 98.01757578958852, 131, 70, 47, 'Female', 76.89389335067675, 1.8992522297242393, 0.076378302, 61, 21.317023359972197, 90.33333333333333, 'Low Risk'),
(48582, 77, 18, '12:45.9', 36.38834235501381, 96.13530275018695, 132, 77, 44, 'Male', 91.71303132496963, 1.597530446505671, 0.1215880734264069, 55, 35.936250366127254, 95.33333333333333, 'High Risk'),
(48583, 96, 16, '11:45.9', 36.364296493370155, 98.60581990322942, 111, 73, 37, 'Female', 53.99392073220997, 1.9164989168951316, 0.12508333969062774, 38, 14.700351128790196, 85.66666666666667, 'High Risk'),
(48584, 85, 16, '10:45.9', 36.392592546992006, 99.40566228242216, 139, 87, 55, 'Female', 74.01056100097051, 1.9501672703064383, 0.054126568, 52, 19.460319641111706, 104.33333333333333, 'Low Risk'),
(48585, 88, 18, '09:45.9', 37.19553526921618, 95.73544488796743, 122, 75, 75, 'Male', 99.15816582793062, 1.6535023711952195, 0.14214477513681775, 47, 36.26760197, 90.66666666666667, 'High Risk'),
(48586, 78, 12, '08:45.9', 36.63832003290658, 97.04745463635567, 111, 86, 63, 'Male', 59.236037353822105, 1.591006836745124, 0.084752604, 25, 23.401403584333842, 94.33333333333333, 'Low Risk'),
(48587, 69, 15, '07:45.9', 37.29893273502695, 98.90061648419304, 122, 88, 53, 'Male', 69.06660459229823, 1.6333582743411614, 0.11560755364816461, 34, 25.888398921807557, 99.33333333333333, 'Low Risk'),
(48588, 90, 16, '06:45.9', 36.253279042592204, 95.12930524143832, 132, 76, 29, 'Male', 98.09550006174811, 1.5027363421026698, 0.054329558, 56, 43.43936883774366, 94.66666666666666, 'High Risk'),
(48589, 71, 18, '05:45.9', 37.49913859, 95.60987101418308, 139, 73, 76, 'Male', 60.94212830979182, 1.643835495708258, 0.1284103354223147, 66, 22.552822879612087, 95, 'Low Risk'),
(48590, 88, 19, '04:45.9', 36.485845569008035, 95.7025126, 120, 85, 78, 'Male', 50.43026828751318, 1.6954573632061853, 0.098721826, 35, 17.54355218612747, 96.66666666666667, 'High Risk'),
(48591, 84, 18, '03:45.9', 36.06672362360149, 96.63828488731659, 133, 80, 36, 'Male', 98.43025252978885, 1.7870034646411033, 0.083224699, 53, 30.823206105259167, 97.66666666666666, 'High Risk'),
(48592, 63, 12, '02:45.9', 36.515592541886164, 97.12865976891482, 122, 70, 31, 'Female', 83.67246271045789, 1.7867730284546606, 0.050438994, 52, 26.20859715160101, 87.33333333333333, 'Low Risk'),
(48593, 64, 12, '01:45.9', 36.65739384743515, 98.46715627012057, 136, 73, 74, 'Male', 89.39331048, 1.5735083235628748, 0.053237934, 63, 36.10496527, 94, 'High Risk'),
(48594, 67, 17, '00:45.9', 37.39186243909884, 99.97862157735975, 110, 72, 30, 'Male', 73.81763097, 1.642936810288618, 0.067003383, 38, 27.347547349020388, 84.66666666666667, 'Low Risk'),
(48595, 99, 14, '59:45.9', 36.66699531903865, 95.75507098628113, 132, 80, 83, 'Female', 68.56169130982333, 1.6422634056372865, 0.12121746761948902, 52, 25.421190848544626, 97.33333333333333, 'High Risk'),
(48596, 91, 18, '58:45.9', 37.18070541492161, 95.14659541737164, 115, 81, 80, 'Male', 85.11772895029671, 1.8625885902299937, 0.14908710287175142, 34, 24.53500501, 92.33333333333333, 'High Risk'),
(48597, 76, 15, '57:45.9', 37.26812611136442, 97.77765543437205, 138, 77, 66, 'Female', 87.51324549640071, 1.853234138015699, 0.050761797, 61, 25.48080867892533, 97.33333333333333, 'Low Risk'),
(48598, 85, 17, '56:45.9', 37.28331672850408, 99.71368376127354, 122, 88, 25, 'Male', 90.47388549677062, 1.9837336079392285, 0.079715711, 34, 22.990930031712093, 99.33333333333333, 'Low Risk'),
(48599, 70, 14, '55:45.9', 37.31854093160123, 95.64950616264035, 119, 72, 69, 'Male', 85.87669526106816, 1.5740506227804778, 0.14827459657948447, 47, 34.66074812334985, 87.66666666666667, 'High Risk'),
(48600, 69, 12, '54:45.9', 36.08160160838625, 96.77294296958758, 116, 76, 78, 'Male', 55.79152179947431, 1.6657330484463446, 0.11690409075518023, 40, 20.10746877731657, 89.33333333333333, 'Low Risk'),
(48601, 72, 13, '53:45.9', 36.98664866607423, 99.70557358485271, 136, 89, 37, 'Female', 81.37230514, 1.821345307565423, 0.11632982596483174, 47, 24.529688695555695, 104.66666666666667, 'Low Risk'),
(48602, 90, 19, '52:45.9', 37.143494287094356, 98.16276256937769, 119, 87, 79, 'Male', 82.68707009130341, 1.5725029733561882, 0.056860116667831175, 32, 33.43910561142818, 97.66666666666667, 'High Risk'),
(48603, 81, 17, '51:45.9', 36.21951920129316, 99.54596534376579, 121, 84, 47, 'Female', 53.557752239247115, 1.5797051406441853, 0.10115191198131449, 37, 21.462004372413595, 96.33333333333333, 'Low Risk'),
(48604, 67, 18, '50:45.9', 36.347878124146646, 98.42018547, 110, 88, 32, 'Male', 98.21743425615111, 1.6173556519066987, 0.12484594742240376, 22, 37.54719721415278, 95.33333333333333, 'High Risk'),
(48605, 75, 18, '49:45.9', 36.010484389416156, 98.11504879554282, 121, 70, 31, 'Female', 62.797568023593044, 1.6224715235557523, 0.12909248162039952, 51, 23.855507426710503, 87, 'Low Risk'),
(48606, 64, 15, '48:45.9', 37.31274730944205, 95.14949226020019, 138, 78, 89, 'Female', 85.76038285732555, 1.9179599720037535, 0.065101365, 60, 23.313508311145004, 98, 'Low Risk'),
(48607, 79, 14, '47:45.9', 37.337158750297256, 97.36549871077555, 113, 77, 29, 'Female', 89.78578529789112, 1.7569742367898664, 0.13862100627710078, 36, 29.085517737607244, 89, 'Low Risk'),
(48608, 84, 17, '46:45.9', 37.48043872906145, 96.40662455754787, 125, 88, 55, 'Male', 52.03002491370935, 1.735955336460341, 0.1395005927031705, 37, 17.265411726301956, 100.33333333333333, 'High Risk'),
(48609, 81, 14, '45:45.9', 36.31073724099488, 99.31864469917906, 113, 74, 83, 'Female', 97.61800527171926, 1.6777767415271612, 0.082740839, 39, 34.67860266802273, 87, 'High Risk'),
(48610, 67, 15, '44:45.9', 36.46706005, 98.95484060719554, 119, 83, 79, 'Female', 57.86577482849148, 1.7819699506642694, 0.1371673474465104, 36, 18.223048046413368, 95, 'High Risk'),
(48611, 99, 15, '43:45.9', 36.12278644595282, 98.61156046568914, 120, 86, 41, 'Male', 79.54521872312768, 1.9128343973207285, 0.099983913, 34, 21.739989734916684, 97.33333333333333, 'High Risk'),
(48612, 86, 14, '42:45.9', 36.565324074219724, 95.87265848, 134, 70, 73, 'Female', 75.31499076877607, 1.7449077500353416, 0.10943975240291742, 64, 24.736399373021907, 91.33333333333333, 'Low Risk'),
(48613, 90, 19, '41:45.9', 37.23505143, 95.78117797255314, 117, 77, 58, 'Female', 59.79637759296345, 1.8190917182375757, 0.10581253557898584, 40, 18.07031329926129, 90.33333333333333, 'High Risk'),
(48614, 95, 13, '40:45.9', 36.33672262739238, 96.366506, 124, 81, 83, 'Male', 59.52002307418761, 1.7143905754172473, 0.12207722919599712, 43, 20.250863659304255, 95.33333333333333, 'High Risk'),
(48615, 91, 19, '39:45.9', 36.18529860592591, 96.77791956269459, 135, 76, 34, 'Male', 88.02364746970812, 1.9729781634603478, 0.060577892, 59, 22.61282404652534, 95.66666666666666, 'High Risk'),
(48616, 93, 18, '38:45.9', 36.647198631569445, 97.65903243089033, 115, 71, 83, 'Male', 91.29288281, 1.793701246341897, 0.052681695, 44, 28.37505431240425, 85.66666666666667, 'High Risk'),
(48617, 88, 12, '37:45.9', 37.12802777529782, 96.87620249367801, 132, 70, 71, 'Male', 84.70668751369487, 1.9432899552382805, 0.12675493842150903, 62, 22.43068245200724, 90.66666666666666, 'Low Risk'),
(48618, 86, 18, '36:45.9', 36.25045152398705, 95.26441013940673, 125, 70, 85, 'Female', 61.33472134364919, 1.8921308886912271, 0.05594179, 55, 17.131841408477683, 88.33333333333333, 'High Risk'),
(48619, 90, 14, '35:45.9', 36.28697497114148, 98.70670831972852, 114, 83, 65, 'Male', 76.77678281525625, 1.869244826344088, 0.14388773846015715, 31, 21.973413847671253, 93.33333333333333, 'Low Risk'),
(48620, 90, 16, '34:45.9', 36.25663853358947, 99.19658883139522, 121, 73, 77, 'Female', 87.32105311340561, 1.9110563622375494, 0.078377508, 48, 23.90958142845252, 89, 'Low Risk'),
(48621, 66, 12, '33:45.9', 36.50746176419182, 98.52528739529484, 126, 77, 40, 'Male', 56.51038657571435, 1.989982612535258, 0.128459546, 49, 14.270188656488623, 93.33333333333333, 'High Risk'),
(48622, 66, 18, '32:45.9', 36.34980855178284, 97.95453373421603, 118, 87, 39, 'Female', 76.42199656614716, 1.6551758236965652, 0.063859915, 31, 27.895240580538818, 97.33333333333333, 'Low Risk'),
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(48799, 66, 12, '35:45.9', 36.66591493838133, 95.04757534363202, 126, 82, 29, 'Male', 54.64719988252771, 1.666201867241992, 0.07353476, 44, 19.68396934396333, 96.66666666666667, 'Low Risk'),
(48800, 72, 16, '34:45.9', 36.61654646094333, 97.00571914751409, 127, 82, 62, 'Male', 77.28515331239937, 1.7857439297257058, 0.14185605118462447, 45, 24.235819411553198, 97, 'Low Risk'),
(48801, 88, 14, '33:45.9', 37.36257020503951, 97.49395152, 129, 80, 18, 'Female', 61.25016705010759, 1.9653372487708014, 0.054266805903002806, 49, 15.857441094378519, 96.33333333333333, 'High Risk'),
(48802, 66, 18, '32:45.9', 36.61011904494304, 95.30776061768408, 133, 79, 70, 'Male', 67.95470926578903, 1.6387348072438832, 0.066745631, 54, 25.30475879834488, 97, 'Low Risk'),
(48803, 88, 13, '31:45.9', 36.48228231816112, 99.05572387556852, 111, 77, 40, 'Male', 99.46626684513015, 1.7003476020404094, 0.097521599, 34, 34.40332291572653, 88.33333333333333, 'High Risk'),
(48804, 95, 15, '30:45.9', 37.251978598734205, 96.66993215073673, 117, 80, 87, 'Male', 54.88362995408711, 1.7521233690612201, 0.11030364033237197, 37, 17.877774840718793, 92.33333333333333, 'High Risk'),
(48805, 88, 18, '29:45.9', 36.803988595619096, 99.26321270920243, 117, 88, 41, 'Male', 82.27696626285918, 1.7432148647495076, 0.06338034, 29, 27.07549646653624, 97.66666666666667, 'Low Risk'),
(48806, 90, 18, '28:45.9', 36.58584823, 98.60340733372003, 127, 73, 71, 'Female', 56.39188752, 1.6517731839330598, 0.147137717, 54, 20.668825987039355, 91, 'Low Risk'),
(48807, 68, 16, '27:45.9', 37.04371926714243, 98.03302526663498, 128, 70, 71, 'Female', 99.06404103463616, 1.7648541195174632, 0.12435693654657863, 58, 31.805220718864216, 89.33333333333333, 'High Risk'),
(48808, 92, 17, '26:45.9', 36.580251328525705, 96.65053343124669, 112, 76, 64, 'Female', 61.33616510940412, 1.831277337805879, 0.059023632198648174, 36, 18.289775608706858, 88, 'High Risk'),
(48809, 87, 14, '25:45.9', 36.012374843716344, 97.02688358791158, 128, 72, 72, 'Male', 94.97114091198915, 1.859969773977789, 0.066970186, 56, 27.452372428517215, 90.66666666666666, 'Low Risk'),
(48810, 81, 19, '24:45.9', 37.46402341341882, 99.63361797136307, 110, 87, 79, 'Male', 51.69241316437375, 1.723152489541521, 0.086734487, 23, 17.40922279509711, 94.66666666666667, 'High Risk'),
(48811, 68, 14, '23:45.9', 37.22693933, 96.83895616072401, 133, 81, 75, 'Female', 85.28185872817653, 1.6172728515890344, 0.14111248889680977, 52, 32.605439956365416, 98.33333333333333, 'High Risk'),
(48812, 65, 17, '22:45.9', 36.98953940957203, 95.05142670315473, 139, 77, 27, 'Female', 84.93248270093996, 1.5440840150897368, 0.094687188, 62, 35.623120938218186, 97.66666666666666, 'High Risk'),
(48813, 80, 12, '21:45.9', 36.575415050143945, 95.44286286550434, 128, 75, 79, 'Male', 82.29654857551157, 1.6387202623520214, 0.085271456, 53, 30.645871371595053, 92.66666666666666, 'High Risk'),
(48814, 96, 19, '20:45.9', 37.30931685829606, 95.88897608309897, 114, 76, 64, 'Male', 70.75014412840524, 1.7720224761861534, 0.078110898, 38, 22.53143626268939, 88.66666666666667, 'High Risk'),
(48815, 90, 17, '19:45.9', 36.50441654181563, 98.17948024673048, 122, 89, 89, 'Male', 90.13466693445949, 1.8766798019385467, 0.11426105913011843, 33, 25.59242849512572, 100, 'Low Risk'),
(48816, 85, 19, '18:45.9', 36.32721572455776, 99.85575095809018, 130, 80, 41, 'Female', 85.86068952427675, 1.7183460513630084, 0.10287079378194369, 50, 29.078574550762138, 96.66666666666666, 'Low Risk'),
(48817, 83, 15, '17:45.9', 36.429891566124965, 95.45537884444535, 115, 88, 23, 'Female', 63.176460944578096, 1.555891434077472, 0.10308097599380095, 27, 26.097368268229946, 97, 'Low Risk'),
(48818, 60, 19, '16:45.9', 36.449002252658254, 96.21510011540823, 133, 83, 71, 'Male', 59.50791403, 1.5736199495711722, 0.11408142486456421, 50, 24.031175852528428, 99.66666666666666, 'Low Risk'),
(48819, 78, 16, '15:45.9', 37.46728357522233, 95.77250228185123, 131, 70, 38, 'Male', 60.66856587581151, 1.5212456291366778, 0.13316175680547848, 61, 26.21591631726542, 90.33333333333333, 'Low Risk'),
(48820, 65, 15, '14:45.9', 37.424247661766444, 98.23069484691752, 129, 80, 28, 'Female', 88.75157825771365, 1.8342073814954163, 0.13023323788003988, 49, 26.38026847297206, 96.33333333333333, 'Low Risk'),
(48821, 71, 15, '13:45.9', 37.02403423461095, 95.58887035764762, 132, 89, 74, 'Male', 69.54002190648455, 1.829641346930833, 0.063653885, 43, 20.773175539301683, 103.33333333333333, 'Low Risk'),
(48822, 74, 13, '12:45.9', 36.36135399891133, 95.13409804955693, 115, 84, 39, 'Male', 79.09076008559731, 1.6842886288031862, 0.13850972304951942, 31, 27.87999657524945, 94.33333333333333, 'Low Risk'),
(48823, 91, 19, '11:45.9', 37.18205906314525, 95.70994587694672, 131, 77, 86, 'Female', 58.69326212780564, 1.949935873313942, 0.1133540116515533, 54, 15.436455655604336, 95, 'High Risk'),
(48824, 95, 18, '10:45.9', 36.84677941821929, 98.74194457778896, 134, 81, 76, 'Female', 73.83704634734517, 1.9860710166645394, 0.12738815811354812, 53, 18.71909154754143, 98.66666666666666, 'High Risk'),
(48825, 89, 13, '09:45.9', 36.19727801472388, 97.12169714801702, 124, 85, 38, 'Female', 81.32608960923086, 1.6964251082225767, 0.14927735081512372, 39, 28.25924191961152, 98, 'Low Risk'),
(48826, 83, 13, '08:45.9', 36.215946710682424, 97.47976297507529, 133, 83, 48, 'Female', 70.37292439762929, 1.7228746402349664, 0.063686609, 50, 23.70818141919489, 99.66666666666666, 'Low Risk'),
(48827, 89, 12, '07:45.9', 36.31808986055638, 97.679353, 128, 79, 30, 'Female', 69.67797300642206, 1.8285569861750817, 0.11266514958475117, 49, 20.839078431702568, 95.33333333333333, 'Low Risk'),
(48828, 87, 14, '06:45.9', 37.469298096802184, 98.27898681959645, 135, 80, 24, 'Female', 52.390621557301984, 1.7100931611161252, 0.080225714, 55, 17.914884416494917, 98.33333333333333, 'High Risk'),
(48829, 92, 12, '05:45.9', 37.38142596740713, 98.47749231743732, 116, 71, 56, 'Male', 63.058175762988725, 1.6886266049918883, 0.1101966613213829, 45, 22.114348418245115, 86, 'High Risk'),
(48830, 92, 14, '04:45.9', 37.34887117, 97.30341030964962, 131, 89, 35, 'Female', 60.37717996519802, 1.6065002101877879, 0.057493012, 42, 23.394364442926406, 103, 'High Risk'),
(48831, 68, 13, '03:45.9', 37.19529744575278, 98.73645699261941, 114, 86, 82, 'Male', 72.17601373707585, 1.5082527504430132, 0.075990495, 28, 31.728141994036964, 95.33333333333333, 'High Risk'),
(48832, 88, 12, '02:45.9', 37.192531462299996, 96.60104660665428, 131, 76, 41, 'Female', 92.45054950387834, 1.5776457058966318, 0.090053181, 55, 37.14415966, 94.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(48833, 71, 19, '01:45.9', 37.00903669329639, 99.37114651479612, 138, 86, 61, 'Male', 74.56850683, 1.926599263730139, 0.090598996, 52, 20.08966370567187, 103.33333333333333, 'Low Risk'),
(48834, 75, 14, '00:45.9', 36.47895549, 98.05979477, 113, 86, 83, 'Female', 72.32310478675753, 1.8790883037258443, 0.14721737368711302, 27, 20.482486780159892, 95, 'Low Risk'),
(48835, 81, 18, '59:45.9', 36.74804353279225, 99.84131327584247, 114, 88, 61, 'Female', 74.23664889, 1.5447198456116418, 0.088870384, 26, 31.111353604360197, 96.66666666666667, 'High Risk'),
(48836, 75, 12, '58:45.9', 36.27066301330115, 98.85750214, 129, 79, 73, 'Male', 51.13250351219196, 1.5950865758280734, 0.067811233, 50, 20.096875254378652, 95.66666666666666, 'Low Risk'),
(48837, 77, 13, '57:45.9', 36.175804930010045, 99.34350692566156, 125, 73, 25, 'Female', 92.44222987596284, 1.9169963191992612, 0.1376712695876254, 52, 25.155204652616828, 90.33333333333333, 'Low Risk'),
(48838, 67, 12, '56:45.9', 36.41215311802263, 96.16571021983148, 134, 78, 48, 'Male', 63.81750067787876, 1.643344988324705, 0.1186765984944604, 56, 23.63101099659809, 96.66666666666666, 'Low Risk'),
(48839, 76, 18, '55:45.9', 37.339362988361565, 95.44755063235026, 110, 86, 71, 'Female', 66.26643741455223, 1.5147428342997413, 0.13545440297311978, 24, 28.881238272511286, 94, 'Low Risk'),
(48840, 74, 14, '54:45.9', 36.578822730211144, 97.09404858, 121, 74, 37, 'Male', 80.14234122694452, 1.993476219324464, 0.064773061, 47, 20.166935395401236, 89.66666666666667, 'Low Risk'),
(48841, 72, 14, '53:45.9', 36.192369916908554, 96.75672013893957, 133, 78, 75, 'Female', 81.07061282, 1.5515265736077533, 0.13690382469140666, 55, 33.677901259261624, 96.33333333333333, 'High Risk'),
(48842, 95, 17, '52:45.9', 36.78834285366274, 99.58349354534954, 126, 73, 81, 'Male', 78.54532831217635, 1.7752871864254622, 0.084198057, 53, 24.922013241775396, 90.66666666666666, 'High Risk'),
(48843, 95, 12, '51:45.9', 36.46904928367904, 95.19365915138651, 135, 88, 53, 'Male', 80.01975997, 1.5177645672082056, 0.062859235, 47, 34.73668934023285, 103.66666666666667, 'High Risk'),
(48844, 96, 14, '50:45.9', 37.33785763427341, 95.7471076, 132, 72, 67, 'Female', 71.83813542587703, 1.6966920269588188, 0.07801836, 60, 24.954508101289466, 92, 'High Risk'),
(48845, 87, 12, '49:45.9', 36.68774243301921, 97.06738130470387, 126, 85, 46, 'Male', 78.06578632313648, 1.8867486693411717, 0.052120026, 41, 21.92969713453311, 98.66666666666667, 'Low Risk'),
(48846, 60, 19, '48:45.9', 36.89557536952175, 98.22219217047093, 123, 85, 18, 'Female', 93.82212922801767, 1.604081232, 0.062617563, 38, 36.46301443925408, 97.66666666666667, 'High Risk'),
(48847, 61, 19, '47:45.9', 36.330609440362444, 95.39468006785552, 130, 72, 63, 'Male', 54.68644275359091, 1.9873376151062925, 0.1375417777559338, 58, 13.846383912461077, 91.33333333333333, 'High Risk'),
(48848, 71, 16, '46:45.9', 37.423278650818276, 99.12489039, 127, 84, 36, 'Female', 78.99550062, 1.717675621128031, 0.10195456258767771, 43, 26.77441879425552, 98.33333333333333, 'Low Risk'),
(48849, 98, 17, '45:45.9', 37.00306497, 97.74169024354804, 121, 88, 41, 'Female', 88.93972885, 1.5730503797816853, 0.095958469, 33, 35.942686695807026, 99, 'High Risk'),
(48850, 64, 13, '44:45.9', 37.31480896884541, 99.39222614244397, 137, 87, 39, 'Female', 76.09343418784334, 1.9036850648557602, 0.096905892, 50, 20.99698700035543, 103.66666666666666, 'Low Risk'),
(48851, 62, 12, '43:45.9', 37.36710792575083, 95.75639125344513, 131, 70, 61, 'Female', 57.61939057014449, 1.6728286738285698, 0.1257542081376188, 61, 20.590444984524815, 90.33333333333333, 'Low Risk'),
(48852, 63, 16, '42:45.9', 36.30650918958239, 99.14805893211225, 131, 88, 69, 'Female', 82.70032777882727, 1.9733937345091217, 0.064536482, 43, 21.236343470486812, 102.33333333333333, 'Low Risk'),
(48853, 82, 14, '41:45.9', 36.24525296399471, 96.83370174437269, 124, 76, 88, 'Female', 98.50569712843068, 1.7923135266801307, 0.081101278, 48, 30.664323219469807, 92, 'High Risk'),
(48854, 78, 12, '40:45.9', 36.12144584671725, 95.21843872925295, 127, 73, 73, 'Female', 74.21768305799776, 1.5954280220511337, 0.11696891477056222, 54, 29.157679701235335, 91, 'Low Risk'),
(48855, 79, 12, '39:45.9', 36.1295084, 98.39061879348007, 129, 86, 76, 'Female', 67.08349350854283, 1.661160050352442, 0.1490872719538444, 43, 24.310434165171962, 100.33333333333333, 'Low Risk'),
(48856, 64, 18, '38:45.9', 37.368823872560725, 97.77982560580693, 136, 86, 33, 'Female', 92.17437424166218, 1.779047812410123, 0.1290486443457693, 50, 29.12292273, 102.66666666666666, 'Low Risk'),
(48857, 81, 16, '37:45.9', 36.46572282210233, 95.20360940292711, 119, 85, 18, 'Male', 53.17507270709973, 1.5505250503389147, 0.088672236, 34, 22.118237555215494, 96.33333333333333, 'Low Risk'),
(48858, 84, 17, '36:45.9', 37.30715748263756, 95.17232602069971, 137, 84, 23, 'Male', 97.19987637, 1.7933249970391172, 0.1479615740101965, 53, 30.223705461291132, 101.66666666666666, 'High Risk'),
(48859, 66, 18, '35:45.9', 37.007888996439235, 98.15456124, 137, 82, 34, 'Female', 79.78373599983892, 1.9915108706723208, 0.093639485, 55, 20.11634180450199, 100.33333333333333, 'Low Risk'),
(48860, 82, 14, '34:45.9', 37.09545131133643, 95.24854865876594, 111, 75, 31, 'Male', 98.20182053977592, 1.9572509478159459, 0.089740305, 36, 25.63459822386938, 87, 'Low Risk'),
(48861, 68, 15, '33:45.9', 36.52660039475214, 95.47203926384566, 127, 84, 32, 'Female', 67.56000840064294, 1.6171444211036705, 0.064189912, 43, 25.834025338194508, 98.33333333333333, 'Low Risk'),
(48862, 80, 17, '32:45.9', 36.52136536814019, 98.86837068, 121, 78, 24, 'Female', 89.09351845165912, 1.8445601765740707, 0.12581040052151343, 43, 26.18547486044862, 92.33333333333333, 'Low Risk'),
(48863, 72, 15, '31:45.9', 36.346376584794264, 95.23221243685897, 126, 74, 87, 'Female', 81.53438088, 1.9340302141059789, 0.079519445, 52, 21.797880571585004, 91.33333333333333, 'Low Risk'),
(48864, 78, 13, '30:45.9', 36.131640902194384, 96.27117754416135, 128, 87, 77, 'Female', 55.70590024497442, 1.6131535944497593, 0.12670849991261895, 41, 21.406701675452652, 100.66666666666667, 'Low Risk'),
(48865, 80, 18, '29:45.9', 36.322655422779924, 95.17408706789034, 122, 82, 87, 'Female', 89.50504775428045, 1.840030237086947, 0.14389672511241547, 40, 26.436113574607845, 95.33333333333333, 'Low Risk'),
(48866, 91, 18, '28:45.9', 37.19056197837207, 95.37467612, 136, 85, 59, 'Female', 97.11368594911744, 1.6913484606184754, 0.056460437, 51, 33.94800466013821, 102, 'High Risk'),
(48867, 63, 18, '27:45.9', 37.09450701966029, 95.47738002497772, 125, 70, 64, 'Female', 77.75963444440144, 1.7532876722723836, 0.10957947822223782, 55, 25.295766973677146, 88.33333333333333, 'Low Risk'),
(48868, 94, 19, '26:45.9', 36.180013473202656, 95.88514632829478, 130, 76, 23, 'Female', 87.13707063304048, 1.5028037315363854, 0.08326126, 54, 38.58321617508199, 94, 'High Risk'),
(48869, 63, 19, '25:45.9', 37.35503332551297, 98.19635465649112, 124, 86, 27, 'Male', 72.19180046933272, 1.8338855367613407, 0.082344851, 38, 21.465619289002337, 98.66666666666667, 'Low Risk'),
(48870, 91, 18, '24:45.9', 36.49181147182367, 95.20796172178207, 136, 73, 22, 'Male', 72.57931788, 1.6588125376777114, 0.053281843, 63, 26.376566629405293, 94, 'High Risk'),
(48871, 60, 14, '23:45.9', 36.87491682, 97.72906069807085, 112, 79, 50, 'Male', 76.67699078480487, 1.5835405264432694, 0.12052354353140173, 33, 30.577832378410058, 90, 'High Risk'),
(48872, 74, 17, '22:45.9', 36.46130281302386, 98.98339357954478, 137, 89, 62, 'Female', 81.69718729732101, 1.9199659639982167, 0.080903429, 48, 22.16256615673533, 105, 'Low Risk'),
(48873, 82, 17, '21:45.9', 37.08658298540747, 98.28594016403848, 137, 73, 78, 'Male', 82.62715961265619, 1.798020843918109, 0.066452545, 64, 25.558383335284788, 94.33333333333333, 'Low Risk'),
(48874, 74, 15, '20:45.9', 36.58142798651975, 97.88743231616147, 127, 87, 23, 'Male', 78.45524724847273, 1.661564477925178, 0.066203391, 40, 28.41761312071432, 100.33333333333333, 'Low Risk'),
(48875, 95, 19, '19:45.9', 36.30826503464248, 95.48871448226387, 116, 85, 25, 'Male', 74.81703311899335, 1.6141676207822226, 0.067911105, 31, 28.714629659197946, 95.33333333333333, 'High Risk'),
(48876, 74, 12, '18:45.9', 36.67474662100831, 96.22609964257902, 129, 86, 79, 'Male', 53.06033167892185, 1.961240762661647, 0.12289890748716582, 43, 13.794569075443423, 100.33333333333333, 'High Risk'),
(48877, 80, 17, '17:45.9', 36.74550769053715, 96.81648596026312, 125, 84, 74, 'Female', 62.27789317827068, 1.5570120659659836, 0.12331213317464997, 41, 25.68916309540222, 97.66666666666667, 'Low Risk'),
(48878, 95, 17, '16:45.9', 37.329099962728925, 95.09037696446055, 114, 81, 51, 'Female', 72.71189513142295, 1.5368300146060225, 0.13713896740021458, 33, 30.786037671153785, 92, 'High Risk'),
(48879, 77, 15, '15:45.9', 36.11682411082474, 97.32156922006236, 115, 81, 32, 'Female', 59.028277780870155, 1.6955687117406766, 0.10156704611533715, 34, 20.531908702472123, 92.33333333333333, 'Low Risk'),
(48880, 98, 18, '14:45.9', 36.787030044626384, 98.40416968618534, 135, 79, 40, 'Male', 82.70572900845579, 1.7773595218781135, 0.11130051117581288, 56, 26.18092723811428, 97.66666666666666, 'High Risk'),
(48881, 79, 14, '13:45.9', 37.496227997498366, 96.83988888, 131, 73, 46, 'Female', 79.58858407617623, 1.878216943527468, 0.093508918, 58, 22.56104804480769, 92.33333333333333, 'Low Risk'),
(48882, 85, 17, '12:45.9', 36.253771490320254, 96.47575632860553, 138, 70, 55, 'Female', 54.337524093662616, 1.5373969616818062, 0.087092289, 68, 22.989409110024223, 92.66666666666666, 'Low Risk'),
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(49060, 67, 13, '14:45.9', 37.189512991148035, 99.02637180771433, 126, 75, 79, 'Male', 57.99647351407871, 1.9410825345188651, 0.081656959, 51, 15.392656689543937, 92, 'High Risk'),
(49061, 95, 18, '13:45.9', 36.238954276194164, 99.61875926, 115, 71, 28, 'Male', 82.93630789773283, 1.5631457875711785, 0.10077127118441076, 44, 33.94264864881342, 85.66666666666667, 'High Risk'),
(49062, 90, 15, '12:45.9', 36.849050747038106, 95.12975929641236, 132, 88, 35, 'Male', 58.74492609634903, 1.9060265091678605, 0.098053833, 44, 16.17009191979205, 102.66666666666667, 'High Risk'),
(49063, 87, 17, '11:45.9', 37.296973902595084, 98.66212019091076, 120, 76, 43, 'Female', 74.27138535186776, 1.5970018117320235, 0.064953867, 44, 29.121296559249267, 90.66666666666667, 'Low Risk'),
(49064, 95, 16, '10:45.9', 36.638273980213214, 99.74304285714864, 120, 88, 63, 'Male', 68.33887174, 1.6994222566603465, 0.11309930386441842, 32, 23.662749212806077, 98.66666666666667, 'High Risk'),
(49065, 95, 17, '09:45.9', 36.41549369763585, 97.00566207208801, 112, 89, 44, 'Male', 78.64994829858318, 1.9352419708888011, 0.058977776, 23, 21.000415761752343, 96.66666666666667, 'High Risk'),
(49066, 60, 17, '08:45.9', 36.56949473835673, 97.74862515046195, 116, 73, 33, 'Female', 90.49925306, 1.6465922792504124, 0.12414920687414834, 43, 33.3789634, 87.33333333333333, 'High Risk'),
(49067, 62, 13, '07:45.9', 36.47826489290922, 95.62968360742863, 129, 78, 48, 'Female', 52.10568511, 1.7963432433883977, 0.10410733674534212, 51, 16.14754341800197, 95, 'High Risk'),
(49068, 74, 18, '06:45.9', 37.12113841557888, 98.45526451769295, 131, 75, 51, 'Male', 50.026485465010076, 1.582045431790147, 0.074703376, 56, 19.987666347943083, 93.66666666666666, 'Low Risk'),
(49069, 95, 13, '05:45.9', 37.424455236065626, 96.61052361644548, 111, 85, 56, 'Female', 86.47637265843818, 1.9263735805801776, 0.13405523740235217, 26, 23.303246948872417, 93.66666666666667, 'High Risk'),
(49070, 67, 17, '04:45.9', 37.34615773, 98.20864090446975, 131, 72, 52, 'Female', 98.15173897489882, 1.789965973863135, 0.058554899, 59, 30.63433432697459, 91.66666666666666, 'High Risk'),
(49071, 95, 19, '03:45.9', 37.43302909810481, 97.05639044237867, 110, 83, 44, 'Female', 99.19583872396086, 1.8628210481052696, 0.13657514317297142, 27, 28.58585464342233, 92, 'High Risk'),
(49072, 83, 15, '02:45.9', 37.09725436826521, 96.21084292, 112, 72, 79, 'Female', 97.98380853253701, 1.518227889057173, 0.1088893215813645, 40, 42.50895082767657, 85.33333333333333, 'High Risk'),
(49073, 61, 18, '01:45.9', 36.388418428399525, 97.91512044060617, 132, 84, 49, 'Male', 60.725088905605546, 1.656130948, 0.14881653938581968, 48, 22.140061027277266, 100, 'Low Risk'),
(49074, 81, 12, '00:45.9', 36.87673444862801, 96.07889722931394, 122, 76, 62, 'Female', 80.03396948640189, 1.9333920303611845, 0.13827631810392133, 46, 21.41087959690385, 91.33333333333333, 'Low Risk'),
(49075, 73, 12, '59:45.9', 37.17600764769261, 96.50372490618358, 133, 76, 57, 'Male', 93.60445288, 1.6341640883338528, 0.08131654, 57, 35.051385100284485, 95, 'High Risk'),
(49076, 98, 12, '58:45.9', 36.77502987729059, 97.66260061144587, 114, 72, 33, 'Female', 77.23512793278397, 1.5916201631447675, 0.12671927142665923, 42, 30.48849632038706, 86, 'High Risk'),
(49077, 89, 12, '57:45.9', 36.47513205456363, 97.86465696544496, 117, 77, 37, 'Female', 61.79885397939704, 1.7058488939267922, 0.077371745, 40, 21.237300147678926, 90.33333333333333, 'Low Risk'),
(49078, 95, 13, '56:45.9', 37.236517608297625, 98.53260433692543, 116, 86, 82, 'Female', 56.87392378029133, 1.6941183127765373, 0.052302718, 30, 19.81644369061167, 96, 'High Risk'),
(49079, 98, 17, '55:45.9', 37.34809484285415, 96.22787466178255, 127, 85, 70, 'Male', 80.99979184, 1.8090949741804137, 0.092855263, 42, 24.749200188367503, 99, 'High Risk'),
(49080, 86, 18, '54:45.9', 36.42000495258229, 96.86797277517832, 115, 79, 64, 'Male', 89.42982760747071, 1.9112272398138834, 0.097742541, 36, 24.48261146296298, 91, 'Low Risk'),
(49081, 73, 17, '53:45.9', 36.22822708, 99.09143096894158, 137, 81, 71, 'Female', 89.3927199, 1.533202930331988, 0.065478323, 56, 38.02794615, 99.66666666666666, 'High Risk'),
(49082, 87, 12, '52:45.9', 37.39846519543367, 98.06152227907052, 134, 86, 29, 'Male', 83.65505294557514, 1.8474641925468887, 0.11269579797687541, 48, 24.509819845084934, 102, 'Low Risk'),
(49083, 96, 18, '51:45.9', 36.000402347120215, 99.27435424493024, 115, 80, 45, 'Female', 95.95835357926694, 1.858432436, 0.12010371115641223, 35, 27.78364583346695, 91.66666666666667, 'High Risk'),
(49084, 89, 19, '50:45.9', 36.66224919365058, 99.56328749235496, 114, 73, 72, 'Female', 86.03396291883283, 1.699109610129392, 0.059880714139866564, 41, 29.800745969882453, 86.66666666666667, 'Low Risk'),
(49085, 67, 13, '49:45.9', 36.08385658061805, 97.48218154900685, 123, 88, 40, 'Male', 84.05192103760297, 1.5093024595664415, 0.1405831251747122, 35, 36.89734222041343, 99.66666666666667, 'High Risk'),
(49086, 80, 17, '48:45.9', 36.57030587979872, 95.51057609899966, 130, 74, 68, 'Female', 86.78010475357439, 1.8543947100936515, 0.13851759, 56, 25.235726418696814, 92.66666666666666, 'Low Risk'),
(49087, 89, 18, '47:45.9', 36.641958413124144, 96.42842411, 139, 84, 68, 'Male', 50.19443748693862, 1.534330077150688, 0.05454982, 55, 21.321511776436164, 102.33333333333333, 'Low Risk'),
(49088, 92, 16, '46:45.9', 36.637945126002286, 96.47581228550578, 132, 87, 60, 'Female', 57.72860460115453, 1.5523026911356843, 0.089496321, 45, 23.957320296371233, 102, 'High Risk'),
(49089, 66, 17, '45:45.9', 37.32411925106654, 96.37070987663027, 139, 78, 89, 'Male', 50.77310810058094, 1.9443688724125592, 0.085043157, 61, 13.430012910837366, 98.33333333333333, 'High Risk'),
(49090, 60, 14, '44:45.9', 37.172262564598554, 96.45126072453733, 111, 79, 22, 'Male', 89.07135946450602, 1.7151137267047547, 0.13649611279002982, 32, 30.279746524222023, 89.66666666666667, 'High Risk'),
(49091, 82, 17, '43:45.9', 36.501149407733536, 98.24492081, 130, 82, 41, 'Male', 69.74619877635853, 1.7010339653715734, 0.10729200246656315, 48, 24.10430268452144, 98, 'Low Risk'),
(49092, 94, 19, '42:45.9', 36.65302607716962, 98.39903061583279, 120, 71, 32, 'Male', 66.78712843, 1.570641079065719, 0.052880747586962665, 49, 27.073154836496066, 87.33333333333333, 'High Risk'),
(49093, 79, 16, '41:45.9', 36.958368116977816, 99.36727202692379, 115, 84, 24, 'Female', 90.00169207921329, 1.5830593812182139, 0.081891206, 31, 35.91337852704928, 94.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(49095, 73, 19, '39:45.9', 36.87711144, 95.86467264113712, 137, 78, 33, 'Male', 95.49317599055364, 1.6396426979869403, 0.14660263088883313, 59, 35.520077049227865, 97.66666666666666, 'High Risk'),
(49096, 64, 15, '38:45.9', 37.46035836744419, 97.13168457802558, 116, 82, 61, 'Female', 91.19642312688995, 1.9777903019721468, 0.080486127, 34, 23.31402827790421, 93.33333333333333, 'Low Risk'),
(49097, 66, 14, '37:45.9', 37.22576545167743, 95.49754870775119, 113, 79, 86, 'Female', 50.95626072546473, 1.9895659317888001, 0.061194187, 34, 12.873032913810402, 90.33333333333333, 'High Risk'),
(49098, 89, 19, '36:45.9', 36.13517797592417, 96.72850794833516, 132, 81, 50, 'Female', 95.78036772865943, 1.973073210211482, 0.095294121, 51, 24.60311520901748, 98, 'Low Risk'),
(49099, 78, 12, '35:45.9', 36.616463604459284, 98.02557948702584, 128, 85, 50, 'Male', 73.86714102384485, 1.5184997718484001, 0.12799362558872307, 43, 32.034786083320064, 99.33333333333333, 'High Risk'),
(49100, 66, 15, '34:45.9', 36.25947989848663, 96.05547605134878, 116, 75, 50, 'Female', 72.90196780217282, 1.6482587701683067, 0.068742375, 41, 26.834188157047674, 88.66666666666667, 'Low Risk'),
(49101, 89, 16, '33:45.9', 36.233277616033966, 98.30436646843539, 111, 76, 63, 'Female', 69.85311926906823, 1.9156597191897604, 0.094211815, 35, 19.034832933862248, 87.66666666666667, 'Low Risk'),
(49102, 86, 17, '32:45.9', 37.38533141756191, 96.67655551076378, 133, 72, 53, 'Male', 62.14108346706748, 1.9352364440447678, 0.1435311201497857, 61, 16.592459000576486, 92.33333333333333, 'High Risk'),
(49103, 71, 13, '31:45.9', 36.40608203799105, 98.78007437829719, 133, 74, 82, 'Male', 89.19627585619753, 1.642193740360255, 0.087658838, 59, 33.07485411086669, 93.66666666666666, 'High Risk'),
(49104, 96, 14, '30:45.9', 36.81555565789847, 97.45118201495139, 124, 81, 88, 'Male', 61.984027125898336, 1.8459687913473803, 0.053997244, 43, 18.189932199406787, 95.33333333333333, 'High Risk'),
(49105, 76, 12, '29:45.9', 36.85756238823671, 98.17133725463425, 115, 77, 86, 'Male', 87.26870435053499, 1.5825996651084142, 0.12611119719836483, 38, 34.84306805714049, 89.66666666666667, 'High Risk'),
(49106, 64, 15, '28:45.9', 36.35595808808862, 98.69112082952131, 124, 77, 23, 'Female', 96.06172772022795, 1.5247506886987907, 0.090014981, 47, 41.31927731620515, 92.66666666666667, 'High Risk'),
(49107, 97, 19, '27:45.9', 37.05885909833324, 98.38813529141096, 128, 71, 78, 'Male', 56.829301057900416, 1.9574096506616385, 0.078905439, 57, 14.83231240819051, 90, 'High Risk'),
(49108, 94, 15, '26:45.9', 36.374320979608335, 98.90537749938373, 127, 83, 58, 'Female', 99.30912550819478, 1.917942237461377, 0.072406741, 44, 26.99716188844507, 97.66666666666667, 'High Risk'),
(49109, 82, 17, '25:45.9', 36.18532553, 96.63607410244579, 111, 84, 78, 'Female', 56.03207326123658, 1.8692232848313557, 0.076722014, 27, 16.03667498639587, 93, 'High Risk'),
(49110, 63, 12, '24:45.9', 37.08173864544009, 96.18466487782368, 123, 78, 50, 'Female', 72.61289924054287, 1.951622370333142, 0.053059634, 45, 19.06435876560212, 93, 'Low Risk'),
(49111, 93, 17, '23:45.9', 36.022839080101136, 98.12544260944274, 114, 75, 77, 'Female', 93.10345664011311, 1.5730489700644492, 0.11248406990293489, 39, 37.62541682405119, 88, 'High Risk'),
(49112, 65, 13, '22:45.9', 36.14661948623466, 97.73223551639208, 115, 76, 54, 'Male', 56.229722393070716, 1.727834372384231, 0.10260326620276722, 39, 18.83483069693063, 89, 'Low Risk'),
(49113, 78, 19, '21:45.9', 36.909892191973285, 97.00394403023269, 126, 88, 72, 'Female', 56.24217378319911, 1.9850293897603022, 0.1360927142989503, 38, 14.273425600167176, 100.66666666666667, 'High Risk'),
(49114, 94, 18, '20:45.9', 36.046924719182954, 97.31160418918945, 138, 79, 39, 'Male', 91.95949019, 1.737369290663806, 0.14765212756068047, 59, 30.46577802162803, 98.66666666666666, 'High Risk'),
(49115, 86, 17, '19:45.9', 36.28716992813119, 99.86319094073323, 138, 83, 67, 'Male', 55.192913396350164, 1.6489377405357302, 0.12715426802929936, 55, 20.29900744654066, 101.33333333333333, 'Low Risk'),
(49116, 65, 17, '18:45.9', 36.06732857492335, 96.57667452316342, 119, 82, 44, 'Male', 70.34779538, 1.715217358232024, 0.14219644694280567, 37, 23.911794263464856, 94.33333333333333, 'Low Risk'),
(49117, 96, 15, '17:45.9', 36.97058949041933, 98.77649751856809, 138, 77, 43, 'Male', 51.00598241451008, 1.8664501071630701, 0.1197937716676606, 61, 14.641593546938017, 97.33333333333333, 'High Risk'),
(49118, 74, 17, '16:45.9', 36.75441671405841, 98.54604445233963, 135, 73, 39, 'Female', 58.556804751888635, 1.895350867478631, 0.087727863, 62, 16.30039520176494, 93.66666666666666, 'High Risk'),
(49119, 82, 15, '15:45.9', 36.017139387157556, 98.58983744, 113, 86, 25, 'Male', 64.17857630676042, 1.8635649655979187, 0.054734978, 27, 18.479959038485884, 95, 'High Risk'),
(49120, 71, 15, '14:45.9', 36.34952930932871, 99.20598099695874, 135, 84, 34, 'Male', 88.60766073631325, 1.5218825142524595, 0.1243102150870143, 51, 38.25683314454825, 101, 'High Risk'),
(49121, 68, 18, '13:45.9', 36.15758901672439, 96.92719479, 138, 88, 78, 'Female', 76.73073018770936, 1.7354399245910308, 0.084325042, 50, 25.477110007406456, 104.66666666666666, 'Low Risk'),
(49122, 66, 17, '12:45.9', 36.02309465721865, 97.76135761462945, 131, 88, 30, 'Female', 76.60163446, 1.8183361989006688, 0.054189484, 43, 23.168059885553635, 102.33333333333333, 'Low Risk'),
(49123, 74, 13, '11:45.9', 36.68784947365834, 97.02850454075599, 139, 70, 79, 'Male', 61.81812261614631, 1.9802122512278748, 0.1116602778799277, 69, 15.764940118215641, 93, 'High Risk'),
(49124, 80, 16, '10:45.9', 36.62251113977561, 99.13606065141968, 125, 71, 53, 'Male', 83.64771230420419, 1.5837315346728642, 0.1008822509960523, 54, 33.34962380039881, 89, 'High Risk'),
(49125, 97, 13, '09:45.9', 36.454806718107484, 97.66116412210386, 127, 82, 56, 'Male', 59.41287797728633, 1.898230146656307, 0.12289791358406749, 45, 16.48856488289361, 97, 'High Risk'),
(49126, 83, 19, '08:45.9', 37.264578045918654, 96.14311053860813, 110, 80, 63, 'Female', 76.34152755559683, 1.6236459210587522, 0.071201464, 30, 28.958642137141954, 90, 'Low Risk'),
(49127, 81, 16, '07:45.9', 37.13822006, 97.87905259770575, 126, 89, 23, 'Female', 70.32997626974924, 1.9975065029405796, 0.12265450755290049, 37, 17.62641809092998, 101.33333333333333, 'High Risk'),
(49128, 89, 19, '06:45.9', 37.20076975376256, 98.59399961952829, 124, 81, 63, 'Male', 54.81288152962028, 1.6593479685686792, 0.083274477, 43, 19.907086231204033, 95.33333333333333, 'Low Risk'),
(49129, 96, 15, '05:45.9', 36.99399337369452, 99.25727394736276, 124, 74, 85, 'Female', 53.65225518577162, 1.7327792003567626, 0.10819812758127983, 50, 17.869052678537717, 90.66666666666666, 'High Risk'),
(49130, 92, 15, '04:45.9', 37.08368121063573, 96.42764845284132, 122, 72, 52, 'Female', 52.02255573106894, 1.7262908319291963, 0.13406788387212293, 50, 17.456764615578738, 88.66666666666666, 'High Risk'),
(49131, 74, 13, '03:45.9', 36.44414920044329, 96.91414465579774, 133, 73, 49, 'Female', 87.84603997592478, 1.723295897, 0.093641256, 60, 29.580293626391356, 93, 'Low Risk'),
(49132, 87, 19, '02:45.9', 36.72883774417678, 97.46989786154644, 117, 81, 52, 'Female', 79.83473824, 1.8414345925785371, 0.07753418, 36, 23.543949136216995, 93, 'Low Risk'),
(49133, 78, 14, '01:45.9', 36.677561150574874, 97.92467953185837, 118, 72, 32, 'Female', 57.28144912230108, 1.7388367084393708, 0.12821977173695592, 46, 18.94507794439464, 87.33333333333333, 'Low Risk'),
(49134, 67, 19, '00:45.9', 36.97887273570324, 95.54857866, 133, 76, 35, 'Male', 97.71598089138512, 1.8993593120000813, 0.10294601465416556, 57, 27.086402969427553, 95, 'Low Risk'),
(49135, 62, 18, '59:45.9', 36.17445548857059, 96.00147607434106, 128, 77, 67, 'Female', 59.81810069515228, 1.8487181241421429, 0.10012595770975796, 51, 17.50214274952854, 94, 'High Risk'),
(49136, 91, 19, '58:45.9', 36.54366968075305, 97.84599467697977, 119, 72, 24, 'Female', 82.72067045490297, 1.7768702803736218, 0.1252576253113549, 47, 26.20007887550174, 87.66666666666667, 'High Risk'),
(49137, 74, 14, '57:45.9', 36.28037033807745, 95.47684262961171, 115, 77, 74, 'Female', 98.26787119698673, 1.749141601718787, 0.1318563514676458, 38, 32.118969982169816, 89.66666666666667, 'High Risk'),
(49138, 80, 17, '56:45.9', 36.747532190973736, 95.21168887, 128, 79, 28, 'Female', 91.16563873239062, 1.985633664516923, 0.11205120356044285, 49, 23.12240078261926, 95.33333333333333, 'Low Risk'),
(49139, 76, 12, '55:45.9', 36.326131308044395, 95.77760801540585, 127, 75, 81, 'Female', 85.21614699, 1.7815369359339175, 0.050460263312255865, 52, 26.849254541230543, 92.33333333333333, 'Low Risk'),
(49140, 74, 12, '54:45.9', 37.327819150206174, 95.70138755689125, 135, 70, 60, 'Female', 98.57083769594698, 1.804702655167266, 0.10783359610483512, 65, 30.26475292707337, 91.66666666666666, 'High Risk'),
(49141, 66, 13, '53:45.9', 37.12662052152169, 99.33144828932141, 127, 75, 75, 'Female', 90.08723652448963, 1.542655771478519, 0.092101034, 52, 37.85517065, 92.33333333333333, 'High Risk'),
(49142, 88, 16, '52:45.9', 37.161370096698114, 99.90658407172663, 121, 85, 49, 'Male', 58.50638856414939, 1.9949720424414672, 0.1471160050672402, 36, 14.700417307401516, 97, 'High Risk'),
(49143, 81, 15, '51:45.9', 36.98575589523701, 99.60889564026552, 117, 79, 36, 'Female', 80.08273006123372, 1.6696673903266959, 0.10509154856443197, 38, 28.72625025751176, 91.66666666666667, 'Low Risk'),
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(49322, 93, 19, '52:45.9', 37.31304632916533, 95.96427773225525, 126, 82, 78, 'Male', 53.14150732935896, 1.598035605282239, 0.12244340919697104, 44, 20.809467443036947, 96.66666666666667, 'High Risk'),
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(49347, 61, 14, '27:45.9', 36.173905093159085, 96.58016748667754, 112, 78, 52, 'Male', 54.6694401, 1.8680438391330143, 0.13867263817787956, 34, 15.666446431714535, 89.33333333333333, 'High Risk'),
(49348, 98, 19, '26:45.9', 36.96391043407419, 98.84216264295989, 111, 70, 44, 'Male', 90.19576140320049, 1.5747188405487407, 0.13748165270815882, 41, 36.373080344313436, 83.66666666666667, 'High Risk'),
(49349, 82, 15, '25:45.9', 37.06244284, 99.15521316841372, 111, 73, 35, 'Female', 91.94216646726599, 1.7422204230663116, 0.1277322362652168, 38, 30.290645764629467, 85.66666666666667, 'High Risk'),
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(49352, 82, 15, '22:45.9', 37.039068022354186, 96.30016199, 111, 77, 70, 'Male', 83.54375851897976, 1.9363018450298841, 0.07175104, 34, 22.282703995090316, 88.33333333333333, 'Low Risk'),
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INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(49360, 92, 18, '14:45.9', 36.203074020848966, 98.78329052435281, 118, 82, 46, 'Male', 99.57073784489302, 1.5918699403895111, 0.12417792720571341, 36, 39.29312424561754, 94, 'High Risk'),
(49361, 68, 12, '13:45.9', 37.48976702029207, 97.32723871416164, 133, 75, 58, 'Male', 64.93026149550016, 1.926104697731982, 0.063424698, 58, 17.501987565888147, 94.33333333333333, 'High Risk'),
(49362, 97, 12, '12:45.9', 36.169898533143694, 98.66417256967271, 131, 80, 36, 'Male', 53.44578081144111, 1.9899762784393369, 0.1480302097939435, 51, 13.49639024835175, 97, 'High Risk'),
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(49365, 95, 16, '09:45.9', 37.2298942, 98.68976003, 117, 75, 84, 'Female', 69.8056573, 1.5201002154799066, 0.098260477, 42, 30.209683803142124, 89, 'High Risk'),
(49366, 96, 14, '08:45.9', 36.58231140165166, 95.74305144244072, 126, 86, 66, 'Male', 81.69977926203718, 1.594307450690482, 0.11545283366897639, 40, 32.14228382871799, 99.33333333333333, 'High Risk'),
(49367, 81, 14, '07:45.9', 36.14574977386161, 95.57493359688836, 125, 83, 84, 'Female', 85.58475224977772, 1.5903592942738838, 0.12040995174949327, 42, 33.83809420950278, 97, 'High Risk'),
(49368, 65, 15, '06:45.9', 36.724106941678244, 99.05878183395228, 115, 83, 57, 'Female', 83.81459234622385, 1.9722329640080045, 0.082446995, 32, 21.547813617089925, 93.66666666666667, 'Low Risk'),
(49369, 68, 13, '05:45.9', 36.702638160030425, 98.11161332710628, 127, 73, 25, 'Male', 78.36142219790489, 1.5738561538864908, 0.13132543989112078, 54, 31.63532033747368, 91, 'High Risk'),
(49370, 74, 12, '04:45.9', 37.26845437630326, 98.97416737104884, 115, 70, 32, 'Female', 85.58693141870282, 1.876518689314313, 0.092088838, 45, 24.30533813917279, 85, 'Low Risk'),
(49371, 81, 12, '03:45.9', 37.27173872657011, 97.54911696694643, 124, 73, 27, 'Female', 69.50647617953433, 1.6975976585534027, 0.054590786109156755, 51, 24.118802220750833, 90, 'Low Risk'),
(49372, 99, 13, '02:45.9', 37.12765836555263, 95.79546364304097, 133, 84, 58, 'Male', 60.92662671762489, 1.9294462146863904, 0.13817357360087756, 49, 16.36597110888587, 100.33333333333333, 'High Risk'),
(49373, 95, 15, '01:45.9', 36.529651360421056, 95.24140033, 121, 85, 64, 'Male', 89.73820563778682, 1.6398782091146393, 0.12300069850064467, 36, 33.36984515608456, 97, 'High Risk'),
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(49376, 98, 12, '58:45.9', 36.30267030410901, 99.69465159316826, 130, 85, 31, 'Male', 85.37603094765095, 1.740096362106924, 0.14802566012988141, 45, 28.19612082010539, 100, 'High Risk'),
(49377, 69, 17, '57:45.9', 36.12135206823502, 97.62371398802432, 131, 84, 19, 'Female', 86.13855363188631, 1.5208597075788535, 0.12990956542426033, 47, 37.24082271727917, 99.66666666666667, 'High Risk'),
(49378, 90, 16, '56:45.9', 37.46358679598103, 95.79832785020918, 134, 87, 78, 'Female', 87.53865338403688, 1.8342566241197575, 0.12841486248879547, 47, 26.01834507091783, 102.66666666666667, 'Low Risk'),
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(49380, 80, 17, '54:45.9', 36.29705332599324, 98.29180222, 119, 80, 67, 'Male', 72.60247971286306, 1.6476530483605945, 0.074430595, 39, 26.743603312482506, 93, 'Low Risk'),
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(49382, 84, 13, '52:45.9', 36.98474224569807, 95.41701412010069, 134, 83, 49, 'Male', 92.59655786257821, 1.7041016390346528, 0.059989585878391774, 51, 31.88627992738567, 100, 'High Risk'),
(49383, 87, 15, '51:45.9', 36.08935082487073, 96.38600534651867, 122, 89, 82, 'Female', 96.30231442, 1.944587319976746, 0.078647184, 33, 25.46723674330468, 100, 'Low Risk'),
(49384, 79, 17, '50:45.9', 37.47443906958789, 98.99738930197486, 128, 78, 37, 'Male', 79.92765085, 1.557059160018321, 0.11220995388502401, 50, 32.96756122, 94.66666666666666, 'High Risk'),
(49385, 89, 17, '49:45.9', 36.33961315453536, 97.62014384992835, 110, 77, 57, 'Male', 67.57049705636598, 1.6611508972190685, 0.11979868367036109, 33, 24.487189573984963, 88, 'Low Risk'),
(49386, 89, 12, '48:45.9', 36.061880582664244, 99.75483618432868, 124, 85, 80, 'Female', 87.88256904282014, 1.6899373131499016, 0.051518021, 39, 30.77241309078151, 98, 'High Risk'),
(49387, 82, 13, '47:45.9', 36.768372050186905, 96.77763866127086, 120, 72, 48, 'Female', 87.63797042526446, 1.5052609332620779, 0.078819725, 48, 38.67842050645374, 88, 'High Risk'),
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(49389, 93, 18, '45:45.9', 36.05462909037775, 97.09416697502294, 122, 76, 31, 'Female', 93.65754124878839, 1.5768278121007149, 0.14830193554968343, 46, 37.66814290674255, 91.33333333333333, 'High Risk'),
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(49391, 95, 15, '43:45.9', 36.04412887287422, 98.02910986883508, 112, 71, 25, 'Male', 75.41681754787305, 1.5515607233303728, 0.086014986, 41, 31.327854105320775, 84.66666666666667, 'High Risk'),
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(49395, 64, 17, '39:45.9', 36.48483243018028, 98.54177385006959, 131, 77, 73, 'Female', 60.480664653005505, 1.6890079200118067, 0.10685184262164482, 54, 21.20084559565945, 95, 'Low Risk'),
(49396, 89, 17, '38:45.9', 37.06330099607735, 97.46925229828913, 112, 76, 69, 'Male', 84.45978690866191, 1.7300530443167064, 0.10723350312787122, 36, 28.218319298002772, 88, 'Low Risk'),
(49397, 92, 13, '37:45.9', 36.106124613015574, 96.93608642, 129, 83, 87, 'Male', 91.97040219163276, 1.994468031726633, 0.1294577047114308, 46, 23.120324563932872, 98.33333333333333, 'High Risk'),
(49398, 95, 17, '36:45.9', 36.32499488455121, 98.76515277307588, 121, 88, 83, 'Male', 75.78384038, 1.6177626721187202, 0.079844695, 33, 28.95656145207108, 99, 'High Risk'),
(49399, 94, 12, '35:45.9', 36.682527407233046, 97.77129692677033, 115, 71, 49, 'Male', 96.5432249, 1.6945743219440101, 0.10276166446106638, 44, 33.620220647250555, 85.66666666666667, 'High Risk'),
(49400, 85, 13, '34:45.9', 36.399066484293144, 96.51823272, 113, 81, 53, 'Male', 68.42022280923118, 1.8353642136342456, 0.14987086855980392, 32, 20.31140496709222, 91.66666666666667, 'Low Risk'),
(49401, 80, 15, '33:45.9', 36.865306206881975, 98.36410624032374, 138, 83, 18, 'Male', 52.97289307178259, 1.9268799304694966, 0.089326258, 55, 14.267385160222052, 101.33333333333333, 'High Risk'),
(49402, 62, 19, '32:45.9', 36.907815055959546, 95.71230600385016, 110, 86, 35, 'Male', 91.46600724710854, 1.5772997753540237, 0.073308463, 24, 36.76471793772792, 94, 'High Risk'),
(49403, 61, 15, '31:45.9', 36.769838387237655, 97.75097823948765, 111, 76, 55, 'Male', 58.49818888870759, 1.810112444, 0.11979268411121723, 35, 17.85382660315917, 87.66666666666667, 'High Risk'),
(49404, 92, 18, '30:45.9', 36.70903492, 97.36169283315553, 110, 79, 34, 'Male', 74.43807078, 1.6281365815936621, 0.10279642978327053, 31, 28.081056306571007, 89.33333333333333, 'High Risk'),
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(49581, 80, 14, '33:45.9', 36.03301477302822, 96.74860497473863, 137, 80, 65, 'Female', 62.31534309655497, 1.6912538815850964, 0.10026529812948284, 57, 21.785993905322332, 99, 'Low Risk'),
(49582, 77, 18, '32:45.9', 37.27825439503076, 97.11097997133143, 119, 71, 46, 'Male', 63.917658240172344, 1.9955996195927377, 0.13275401033613993, 48, 16.049962806662094, 87, 'High Risk'),
(49583, 97, 15, '31:45.9', 36.684188404192255, 99.6701364, 133, 75, 79, 'Male', 99.32096193536813, 1.5141519157777703, 0.095513239, 58, 43.32135344, 94.33333333333333, 'High Risk'),
(49584, 93, 12, '30:45.9', 36.896218387772585, 97.32157013, 115, 77, 51, 'Female', 65.75408893629907, 1.687688935766816, 0.053795052535796174, 38, 23.085429464502994, 89.66666666666667, 'High Risk'),
(49585, 91, 12, '29:45.9', 36.41307053989864, 97.24628134359844, 130, 73, 86, 'Male', 79.94909600175629, 1.5233971126841117, 0.12670601943004517, 57, 34.449847298051985, 92, 'High Risk'),
(49586, 82, 16, '28:45.9', 37.48200057626073, 96.51820075667806, 110, 87, 64, 'Female', 85.16112526676082, 1.5508850148779905, 0.095605466, 23, 35.406434276453304, 94.66666666666667, 'High Risk'),
(49587, 72, 13, '27:45.9', 36.43097613947785, 96.18257008875726, 139, 85, 88, 'Female', 57.01216659684329, 1.6442391817842323, 0.10644608340624095, 54, 21.088105193425267, 103, 'Low Risk'),
(49588, 86, 18, '26:45.9', 37.18899448750155, 97.86733488, 139, 82, 80, 'Female', 99.14475342657173, 1.5784005129934453, 0.11576739416261522, 57, 39.79562320740488, 101, 'High Risk'),
(49589, 90, 16, '25:45.9', 36.87178406505614, 95.94410152709652, 136, 75, 23, 'Female', 86.84498244, 1.9391632771061325, 0.088846348, 61, 23.09489411715099, 95.33333333333333, 'Low Risk'),
(49590, 79, 17, '24:45.9', 36.90014332129038, 97.40831774583677, 121, 80, 24, 'Male', 60.782390372652415, 1.6388427507637586, 0.095068794, 41, 22.630971965625072, 93.66666666666667, 'Low Risk'),
(49591, 78, 15, '23:45.9', 37.14946933322339, 96.39825135405218, 131, 78, 78, 'Male', 65.03523200709779, 1.6336048644933923, 0.076033824, 53, 24.369951111231845, 95.66666666666666, 'Low Risk'),
(49592, 65, 14, '22:45.9', 36.17666282658557, 98.25309821561332, 132, 83, 44, 'Male', 98.74871899668464, 1.734424144323742, 0.059646793770326445, 49, 32.82621800368997, 99.33333333333333, 'High Risk'),
(49593, 65, 12, '21:45.9', 36.70947724306814, 98.60252008385169, 120, 73, 41, 'Female', 58.409435339172084, 1.6030323136719502, 0.082963869, 47, 22.72994862120239, 88.66666666666667, 'Low Risk'),
(49594, 76, 13, '20:45.9', 36.09779639903788, 96.87774009936098, 126, 85, 39, 'Male', 92.79330473881905, 1.5775983617238054, 0.070058667, 41, 37.284107265113896, 98.66666666666667, 'High Risk'),
(49595, 62, 18, '19:45.9', 37.17598520441871, 98.02150123187229, 119, 71, 68, 'Male', 55.111982758812424, 1.5658517892962076, 0.12207480197869103, 48, 22.47733043254794, 87, 'Low Risk'),
(49596, 77, 16, '18:45.9', 36.42918806861184, 99.76114903737086, 112, 71, 25, 'Female', 91.64427423187121, 1.6810561321044422, 0.091162779, 41, 32.42954876600834, 84.66666666666667, 'High Risk'),
(49597, 94, 16, '17:45.9', 36.461349809384984, 95.26781767465337, 125, 81, 40, 'Male', 82.64537977, 1.8902756703112629, 0.1457860267309837, 44, 23.129608964054484, 95.66666666666667, 'High Risk'),
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(49600, 63, 16, '14:45.9', 37.24058099312181, 96.96127394473358, 127, 79, 34, 'Female', 81.56165481, 1.9182305243296538, 0.13914713435943282, 48, 22.165852226391202, 95, 'Low Risk'),
(49601, 93, 15, '13:45.9', 36.09508613, 98.28985009722632, 112, 86, 89, 'Female', 88.96573556281001, 1.5013049456576855, 0.073688987, 26, 39.47161928563913, 94.66666666666667, 'High Risk'),
(49602, 99, 19, '12:45.9', 36.57316718809918, 99.5135264, 134, 79, 55, 'Female', 82.50633285303391, 1.535502820495359, 0.1452918229967526, 55, 34.99339246, 97.33333333333333, 'High Risk'),
(49603, 75, 16, '11:45.9', 37.19105518124432, 97.663184, 126, 85, 80, 'Male', 52.39020146595652, 1.5032430878493441, 0.071832049, 41, 23.18417452424744, 98.66666666666667, 'Low Risk'),
(49604, 78, 14, '10:45.9', 37.41858894733471, 98.91587749378263, 111, 79, 47, 'Male', 81.73477831444313, 1.674983510419794, 0.14307514847447506, 32, 29.133040808527657, 89.66666666666667, 'Low Risk'),
(49605, 83, 13, '09:45.9', 36.134791305263235, 98.88185147427477, 131, 85, 63, 'Female', 60.157581942357126, 1.9180757715171197, 0.1147997358094502, 46, 16.35154719823941, 100.33333333333333, 'High Risk'),
(49606, 99, 16, '08:45.9', 36.43391782598365, 95.02115507878483, 119, 77, 45, 'Female', 89.41670777231889, 1.8447011596503082, 0.1208522526727399, 42, 26.27644656318211, 91, 'High Risk'),
(49607, 98, 18, '07:45.9', 37.42052713, 97.66260740564555, 139, 77, 78, 'Female', 72.26589501545642, 1.762255025631924, 0.055143247, 62, 23.269972511315192, 97.66666666666666, 'High Risk'),
(49608, 85, 15, '06:45.9', 36.32621663415287, 99.22850244203264, 124, 77, 19, 'Female', 86.44808650657527, 1.592884207449045, 0.10434645227726472, 47, 34.07116406387844, 92.66666666666667, 'High Risk'),
(49609, 67, 15, '05:45.9', 36.97188432392976, 97.44802129061893, 111, 81, 34, 'Male', 76.71165969763096, 1.528425111063974, 0.10395459455954961, 30, 32.837724167018074, 91, 'High Risk'),
(49610, 70, 16, '04:45.9', 36.48397317495922, 96.3691731, 121, 79, 77, 'Male', 59.84972547346186, 1.7252450153980792, 0.064533714, 42, 20.107616798174284, 93, 'Low Risk'),
(49611, 80, 13, '03:45.9', 36.171910296881954, 95.25857172248614, 124, 81, 61, 'Female', 78.25076048298715, 1.613953889, 0.13805652115905742, 43, 30.04044222520266, 95.33333333333333, 'High Risk'),
(49612, 71, 14, '02:45.9', 37.15810168872659, 97.50065369913536, 125, 85, 18, 'Female', 85.3963767, 1.5546274422150252, 0.09912721, 40, 35.33351025666664, 98.33333333333333, 'High Risk'),
(49613, 69, 16, '01:45.9', 37.12936036563861, 95.74953310203516, 120, 80, 50, 'Female', 98.95711664, 1.9587851759422807, 0.12488347377297646, 40, 25.791310820690374, 93.33333333333333, 'Low Risk'),
(49614, 82, 18, '00:45.9', 36.1111119, 97.96846021665444, 111, 77, 38, 'Female', 61.24225431, 1.6070182606261603, 0.14738280499567588, 34, 23.714258255709694, 88.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(49615, 80, 15, '59:45.9', 37.18392025, 95.64859867627146, 132, 70, 64, 'Male', 76.97297628834193, 1.9773692833460197, 0.1125670015562475, 62, 19.686237153772566, 90.66666666666666, 'Low Risk'),
(49616, 94, 16, '58:45.9', 37.49370856586511, 96.63162013757116, 118, 87, 35, 'Female', 74.85791300866728, 1.766678275590598, 0.13269337649063462, 31, 23.984064186582266, 97.33333333333333, 'High Risk'),
(49617, 89, 17, '57:45.9', 36.86001305467602, 98.72883049613695, 113, 82, 78, 'Male', 58.94848906621752, 1.6505743329382343, 0.070103867, 31, 21.637271932305314, 92.33333333333333, 'Low Risk'),
(49618, 84, 14, '56:45.9', 37.065245862558164, 98.87513692898322, 123, 76, 21, 'Female', 55.09761263839511, 1.9508753078193741, 0.062477876, 47, 14.476839435321661, 91.66666666666667, 'High Risk'),
(49619, 83, 15, '55:45.9', 37.33617850398318, 99.29478706656629, 131, 87, 37, 'Male', 79.74145049186203, 1.8561386921247673, 0.085405587, 44, 23.14532499757302, 101.66666666666667, 'Low Risk'),
(49620, 73, 18, '54:45.9', 36.071312115968496, 98.79874915642934, 111, 83, 79, 'Female', 72.57018766321295, 1.9481500562049452, 0.086569352, 28, 19.121124772922943, 92.33333333333333, 'Low Risk'),
(49621, 81, 18, '53:45.9', 36.00769711202261, 98.34171947411357, 120, 82, 50, 'Female', 64.76477167734751, 1.6424104040503003, 0.084707349, 38, 24.00907697, 94.66666666666667, 'Low Risk'),
(49622, 91, 16, '52:45.9', 36.45412172539715, 98.32575558891378, 123, 75, 66, 'Female', 96.75690456469212, 1.7276399579328248, 0.13596246977886622, 48, 32.41719890581431, 91, 'High Risk'),
(49623, 94, 12, '51:45.9', 37.27855509006354, 98.32882844406302, 130, 87, 88, 'Female', 51.69528229206635, 1.580712854, 0.071402973, 43, 20.68925923146723, 101.33333333333333, 'High Risk'),
(49624, 85, 16, '50:45.9', 37.115554281046236, 97.67490106756108, 114, 87, 88, 'Male', 94.99280699467471, 1.7072979536691868, 0.082180209, 27, 32.58907858307106, 96, 'High Risk'),
(49625, 60, 17, '49:45.9', 36.081199629253724, 96.86741230764994, 114, 81, 54, 'Female', 82.28867036824988, 1.8811345682896958, 0.080585637, 33, 23.254141807867253, 92, 'Low Risk'),
(49626, 97, 12, '48:45.9', 37.47978675479418, 99.97460200244588, 135, 86, 27, 'Female', 60.12394277070254, 1.542287159544057, 0.080802003, 49, 25.276501711530265, 102.33333333333333, 'High Risk'),
(49627, 69, 19, '47:45.9', 36.28406767747711, 96.59934975928172, 113, 80, 39, 'Male', 89.24740627374135, 1.680604454899426, 0.1419602685440318, 33, 31.598362900467205, 91, 'High Risk'),
(49628, 96, 19, '46:45.9', 37.03681295058751, 99.05689867329727, 138, 75, 57, 'Male', 53.76591884791998, 1.729678461837893, 0.061462418593526406, 63, 17.971168535880004, 96, 'High Risk'),
(49629, 85, 14, '45:45.9', 36.930600006161285, 96.17633160512025, 132, 89, 31, 'Male', 68.78341422539378, 1.683139390548098, 0.08512686, 43, 24.279713703788865, 103.33333333333333, 'Low Risk'),
(49630, 63, 19, '44:45.9', 37.30645316457887, 99.57011126, 126, 73, 80, 'Male', 69.61766219486175, 1.9019567726761963, 0.055441767753457806, 53, 19.24501043941614, 90.66666666666666, 'Low Risk'),
(49631, 95, 12, '43:45.9', 36.54189969414354, 99.49107579394355, 128, 79, 71, 'Female', 52.69782973, 1.516147952005739, 0.14234996151055224, 49, 22.925011525310286, 95.33333333333333, 'High Risk'),
(49632, 66, 19, '42:45.9', 36.44597780681261, 96.20735396503477, 115, 74, 83, 'Male', 53.67743681715197, 1.5250088793547785, 0.11616382663868771, 41, 23.080596289549355, 87.66666666666667, 'Low Risk'),
(49633, 62, 17, '41:45.9', 37.06238904879832, 96.41117004161312, 115, 81, 56, 'Female', 91.97294195795041, 1.610158580280323, 0.070326557, 34, 35.475030478816514, 92.33333333333333, 'High Risk'),
(49634, 81, 19, '40:45.9', 36.258575494037224, 95.62446193037181, 122, 76, 23, 'Male', 73.26135233, 1.868206171884648, 0.052910522, 46, 20.990622874834486, 91.33333333333333, 'Low Risk'),
(49635, 63, 18, '39:45.9', 36.03697443205907, 99.67104404, 111, 73, 68, 'Female', 67.09571015, 1.7062172902541528, 0.13869948102725066, 38, 23.047619561285263, 85.66666666666667, 'Low Risk'),
(49636, 68, 19, '38:45.9', 36.54309053755594, 99.90982631111063, 131, 75, 83, 'Male', 95.50082439339974, 1.5820789069276704, 0.14067358329322588, 56, 38.15494570481115, 93.66666666666666, 'High Risk'),
(49637, 95, 19, '37:45.9', 36.896454879628195, 96.94376140445026, 120, 70, 51, 'Female', 90.86891098726332, 1.8555523357592603, 0.060505802, 50, 26.391793659836214, 86.66666666666666, 'High Risk'),
(49638, 80, 17, '36:45.9', 37.25023138897855, 97.80358259951583, 137, 73, 29, 'Female', 54.54340061014988, 1.999900368438467, 0.099291432, 64, 13.637208815104408, 94.33333333333333, 'High Risk'),
(49639, 63, 12, '35:45.9', 36.12641038606806, 95.37763595131203, 131, 82, 52, 'Female', 59.66394002797192, 1.5800293970324686, 0.13043912090651302, 49, 23.899102671525192, 98.33333333333333, 'Low Risk'),
(49640, 78, 13, '34:45.9', 37.481234697045515, 99.50486199778524, 135, 76, 29, 'Female', 86.77037520877155, 1.514758933772106, 0.14789351704413023, 59, 37.81676983, 95.66666666666666, 'High Risk'),
(49641, 83, 17, '33:45.9', 36.35004303, 99.02877800740542, 117, 82, 52, 'Female', 95.99228628274895, 1.6228505183784638, 0.13783400227567993, 35, 36.44846964515895, 93.66666666666667, 'High Risk'),
(49642, 76, 15, '32:45.9', 37.34529176912966, 96.02075302887366, 116, 86, 45, 'Female', 83.65314259524165, 1.6551988631479184, 0.05557353, 30, 30.5338735, 96, 'High Risk'),
(49643, 88, 14, '31:45.9', 36.66675580758149, 96.40858149306165, 116, 72, 38, 'Male', 88.19445390623895, 1.8466692474822533, 0.10453601403531426, 44, 25.86205562904105, 86.66666666666667, 'Low Risk'),
(49644, 96, 13, '30:45.9', 36.40429923834196, 96.42886361366801, 125, 84, 43, 'Female', 50.229697644370816, 1.5990015001697504, 0.073395035, 41, 19.645488011877273, 97.66666666666667, 'High Risk'),
(49645, 73, 17, '29:45.9', 37.460410225595844, 99.96558006, 136, 71, 23, 'Male', 95.40354332, 1.5090663399716227, 0.14514565165798238, 65, 41.89361531, 92.66666666666666, 'High Risk'),
(49646, 83, 16, '28:45.9', 36.12093999, 97.45416105060245, 116, 71, 43, 'Female', 91.07988879818458, 1.5391848945557758, 0.13465938542683703, 45, 38.445092178915665, 86, 'High Risk'),
(49647, 78, 13, '27:45.9', 36.02125497946881, 98.93498169209074, 118, 84, 23, 'Male', 76.43566546171407, 1.725744493, 0.062130275, 34, 25.665105773261836, 95.33333333333333, 'Low Risk'),
(49648, 70, 17, '26:45.9', 37.21979253295662, 98.00483435336265, 131, 82, 57, 'Female', 58.14871442183016, 1.7478066304220148, 0.12046637881410842, 49, 19.035020659633425, 98.33333333333333, 'Low Risk'),
(49649, 97, 13, '25:45.9', 37.196567397146936, 97.64156148693942, 119, 83, 54, 'Female', 92.08623977156992, 1.581580689782378, 0.11500261308324994, 36, 36.81391724854124, 95, 'High Risk'),
(49650, 95, 15, '24:45.9', 37.34514559390261, 95.94832082113487, 118, 83, 24, 'Male', 75.16590290803079, 1.7285742866310838, 0.08530139, 35, 25.156185117020332, 94.66666666666667, 'High Risk'),
(49651, 95, 16, '23:45.9', 37.45885002666134, 97.33965962678374, 119, 76, 55, 'Male', 54.202354743640846, 1.954576875, 0.10132695111169795, 43, 14.187721077275535, 90.33333333333333, 'High Risk'),
(49652, 68, 18, '22:45.9', 36.81797183333098, 99.90378755144316, 112, 73, 48, 'Female', 66.95784619203992, 1.645167767816395, 0.081898095, 39, 24.738940211707213, 86, 'Low Risk'),
(49653, 76, 14, '21:45.9', 36.62984208125548, 98.13578562684637, 139, 76, 53, 'Male', 73.12189449455434, 1.9979197962200603, 0.058261294, 63, 18.31856014445702, 97, 'High Risk'),
(49654, 73, 16, '20:45.9', 36.724865802845265, 97.17706522158711, 137, 71, 26, 'Female', 91.42553731426446, 1.9088243003030556, 0.056827188, 66, 25.092019195058437, 93, 'Low Risk'),
(49655, 67, 16, '19:45.9', 36.66761702770651, 95.65772556111324, 116, 81, 31, 'Female', 90.93764542, 1.6235854407967885, 0.063623356, 35, 34.49795955773569, 92.66666666666667, 'High Risk'),
(49656, 79, 17, '18:45.9', 37.41435722197774, 98.97408921915283, 130, 84, 88, 'Male', 94.18650433252688, 1.6027893172038816, 0.08139097, 46, 36.66365861043421, 99.33333333333333, 'High Risk'),
(49657, 74, 17, '17:45.9', 37.073901462206955, 99.97807460917858, 110, 88, 82, 'Female', 67.66949382106161, 1.6107548100594182, 0.090525282, 22, 26.081589429823918, 95.33333333333333, 'Low Risk'),
(49658, 64, 14, '16:45.9', 37.01288846690078, 98.24206490227326, 136, 74, 75, 'Female', 82.86903195380441, 1.8376836743841216, 0.097986616, 62, 24.538654805380002, 94.66666666666666, 'Low Risk'),
(49659, 84, 18, '15:45.9', 37.17693327067851, 95.00710773335875, 131, 76, 80, 'Male', 53.46753590771235, 1.6227508173458849, 0.12949870771956012, 55, 20.30422870684481, 94.33333333333333, 'Low Risk'),
(49660, 74, 14, '14:45.9', 36.33952274847725, 97.39145604233853, 128, 83, 66, 'Female', 85.09051342588967, 1.760406488254928, 0.11149401883749047, 45, 27.457135252625772, 98, 'Low Risk'),
(49661, 98, 12, '13:45.9', 36.40020248198803, 95.39564505, 128, 75, 56, 'Female', 53.43563512656988, 1.8345945471362728, 0.14231535925693084, 53, 15.876354185516266, 92.66666666666666, 'High Risk'),
(49662, 89, 16, '12:45.9', 37.35689997, 99.19774632, 131, 73, 18, 'Female', 53.111750645564044, 1.6704345500010467, 0.070198323, 58, 19.034071159756284, 92.33333333333333, 'Low Risk'),
(49663, 77, 18, '11:45.9', 36.35844348, 99.39243558648818, 130, 85, 78, 'Female', 87.34627474647523, 1.6397533775118092, 0.0845935, 45, 32.48533271236769, 100, 'High Risk'),
(49664, 96, 12, '10:45.9', 37.09742763029037, 96.93866507212026, 125, 72, 79, 'Female', 90.76553560449202, 1.548738412659343, 0.098776065, 53, 37.841194292837116, 89.66666666666666, 'High Risk'),
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(49842, 61, 18, '12:45.9', 36.927090476394255, 96.02200465301098, 113, 74, 75, 'Male', 90.48097690472304, 1.9444860721267907, 0.12963445227267117, 39, 23.930270481595997, 87, 'Low Risk'),
(49843, 89, 12, '11:45.9', 36.59267387515116, 97.25097062, 123, 80, 60, 'Male', 76.14179051887325, 1.7385092867650733, 0.072188416, 43, 25.192371697176508, 94.33333333333333, 'Low Risk'),
(49844, 99, 18, '10:45.9', 37.26704447514757, 98.86351453571933, 129, 87, 39, 'Male', 80.05282982398796, 1.7538657672497937, 0.11071033530263617, 42, 26.024595366128814, 101, 'High Risk'),
(49845, 95, 12, '09:45.9', 36.524496220591544, 98.73191997593624, 135, 81, 21, 'Female', 50.257972235863626, 1.866256292281038, 0.085182435, 54, 14.429869121410386, 99, 'High Risk'),
(49846, 62, 12, '08:45.9', 36.615697200828095, 96.14047719086129, 136, 74, 55, 'Male', 61.65508240775913, 1.5212572516911975, 0.12687992759203107, 62, 26.641799746483642, 94.66666666666666, 'Low Risk'),
(49847, 70, 17, '07:45.9', 36.44596045, 98.23002291410222, 119, 86, 72, 'Male', 54.91745935533065, 1.8941513205065332, 0.08183421, 33, 15.306683246428232, 97, 'High Risk'),
(49848, 66, 16, '06:45.9', 37.44951406, 95.83415423713687, 123, 80, 26, 'Female', 68.30726436873663, 1.6914513347384093, 0.13090270152649863, 43, 23.875247288415263, 94.33333333333333, 'Low Risk'),
(49849, 69, 15, '05:45.9', 36.929717176277805, 98.80978441350567, 116, 70, 72, 'Male', 51.67203980984333, 1.7586051245920762, 0.054732767, 46, 16.707787284712733, 85.33333333333333, 'High Risk'),
(49850, 73, 13, '04:45.9', 37.13239852, 99.69892163263678, 135, 73, 73, 'Female', 53.11189041108402, 1.9183787994119603, 0.14185466056544171, 62, 14.431883918749863, 93.66666666666666, 'High Risk'),
(49851, 63, 15, '03:45.9', 37.386350056954974, 97.00617170918223, 119, 84, 73, 'Male', 89.88640779425711, 1.8220639714919054, 0.12599593417664207, 35, 27.074895139822637, 95.66666666666667, 'Low Risk'),
(49852, 95, 12, '02:45.9', 36.26825515264757, 97.59318894868431, 129, 77, 55, 'Female', 57.16586017267368, 1.5459912606950148, 0.080326187, 52, 23.917879499629638, 94.33333333333333, 'High Risk'),
(49853, 76, 14, '01:45.9', 36.10666868622688, 96.29974374209507, 129, 81, 51, 'Female', 70.24493907483601, 1.996294214734442, 0.066484842, 48, 17.626494255930186, 97, 'High Risk'),
(49854, 67, 15, '00:45.9', 36.187916753267864, 95.83508698, 125, 88, 32, 'Male', 97.13813065021282, 1.8657920566777009, 0.13738260444479858, 37, 27.903794312494252, 100.33333333333333, 'Low Risk'),
(49855, 74, 16, '59:45.9', 36.81711827929244, 97.66469038, 115, 86, 46, 'Male', 68.75715355665662, 1.5397482119305648, 0.093953642, 29, 29.001367215676268, 95.66666666666667, 'Low Risk'),
(49856, 72, 13, '58:45.9', 36.57386316798995, 97.35071543177071, 123, 86, 75, 'Male', 56.39667146362349, 1.6191858746654413, 0.068971823, 37, 21.510973221210655, 98.33333333333333, 'Low Risk'),
(49857, 89, 18, '57:45.9', 37.09553467415698, 99.77911897450883, 130, 77, 34, 'Female', 59.97040758588801, 1.6819785592830023, 0.067210412, 53, 21.198058663899932, 94.66666666666666, 'Low Risk'),
(49858, 71, 13, '56:45.9', 36.43155228375717, 96.22715176682867, 128, 77, 40, 'Male', 60.42101972241716, 1.7143255757377207, 0.089443442, 51, 20.558974215437594, 94, 'Low Risk'),
(49859, 95, 16, '55:45.9', 37.00744208053905, 95.26356636597829, 123, 72, 49, 'Female', 65.98146350301845, 1.5605771552142391, 0.10354599279978399, 51, 27.092647965790977, 89, 'High Risk'),
(49860, 94, 16, '54:45.9', 36.37384688238744, 99.17990434226584, 119, 78, 62, 'Female', 51.65193898642189, 1.617163315474778, 0.1015209735918571, 41, 19.75053513922654, 91.66666666666667, 'High Risk'),
(49861, 77, 19, '53:45.9', 37.01719846312897, 95.55112871047008, 135, 76, 45, 'Female', 78.71721899424497, 1.6562279480385576, 0.095840443, 59, 28.69653924678502, 95.66666666666666, 'Low Risk'),
(49862, 88, 15, '52:45.9', 37.17732577916101, 99.50897559, 131, 81, 78, 'Male', 88.61233986848973, 1.9671264739174765, 0.082529316, 50, 22.899691838920557, 97.66666666666666, 'Low Risk'),
(49863, 60, 15, '51:45.9', 37.260642289758046, 95.40107838, 121, 73, 80, 'Female', 56.05874588370055, 1.5765831555945666, 0.12490610248838475, 48, 22.553274890454166, 89, 'Low Risk'),
(49864, 76, 18, '50:45.9', 36.091948783576306, 97.55293531085661, 126, 79, 34, 'Male', 66.07491344190896, 1.9695121921653758, 0.1036573598960551, 47, 17.034102476484964, 94.66666666666667, 'High Risk'),
(49865, 97, 18, '49:45.9', 36.28014794946974, 99.31339550542417, 119, 87, 49, 'Male', 81.75440222951512, 1.9972113654774886, 0.061809537478315225, 32, 20.495715771799848, 97.66666666666667, 'High Risk'),
(49866, 84, 18, '48:45.9', 36.42289251811374, 99.69238327504429, 116, 81, 25, 'Male', 78.98416250262973, 1.8190369587604045, 0.070975155, 35, 23.870250215222235, 92.66666666666667, 'Low Risk'),
(49867, 67, 17, '47:45.9', 36.739659258504595, 97.00627575607609, 128, 86, 21, 'Female', 70.64340963709286, 1.616013685075703, 0.1236808070969951, 42, 27.050891597115502, 100, 'Low Risk'),
(49868, 66, 14, '46:45.9', 36.73560174901014, 99.54692992019726, 121, 78, 25, 'Male', 72.07148484296967, 1.8709605256035955, 0.090208215, 43, 20.588951015127883, 92.33333333333333, 'Low Risk'),
(49869, 88, 15, '45:45.9', 37.20802666719447, 99.13928027107174, 134, 72, 78, 'Male', 71.00448682, 1.8773499581183546, 0.10725569956854662, 62, 20.146301000507183, 92.66666666666666, 'Low Risk'),
(49870, 65, 14, '44:45.9', 36.08098296184177, 98.68996611478534, 120, 84, 78, 'Male', 74.01303159, 1.8951085307968731, 0.066282994, 36, 20.608198089026214, 96, 'Low Risk'),
(49871, 84, 16, '43:45.9', 36.12985063, 99.96997423913604, 120, 84, 33, 'Female', 62.60863548, 1.8720008608553973, 0.096218633, 36, 17.86578693879145, 96, 'High Risk'),
(49872, 91, 15, '42:45.9', 36.99132744017416, 96.80479742546186, 127, 89, 39, 'Male', 73.75291904868325, 1.9529451904818274, 0.076516897, 38, 19.33744555333358, 101.66666666666667, 'High Risk'),
(49873, 86, 16, '41:45.9', 36.20055368246403, 95.44902762082552, 113, 76, 21, 'Female', 92.40994445766358, 1.502820142921531, 0.072500868, 37, 40.91708575394296, 88.33333333333333, 'High Risk'),
(49874, 65, 19, '40:45.9', 36.118206315742164, 97.99874282134698, 126, 73, 59, 'Female', 77.12238039202715, 1.9770007315221365, 0.051074327, 53, 19.731802762366623, 90.66666666666666, 'Low Risk'),
(49875, 63, 17, '39:45.9', 36.0341216, 99.91760108075465, 135, 87, 71, 'Female', 81.57890650997281, 1.914491644, 0.14911136853326395, 48, 22.257220546871356, 103, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(49876, 93, 19, '38:45.9', 37.39994337860516, 98.17010265, 123, 74, 28, 'Male', 61.39324376608333, 1.608481160045186, 0.14687306189356658, 49, 23.729501972013598, 90.33333333333333, 'High Risk'),
(49877, 63, 12, '37:45.9', 36.63359664539353, 96.10172837671782, 138, 71, 38, 'Male', 78.79123900097785, 1.659180520609078, 0.1257480101547436, 67, 28.62138524086638, 93.33333333333333, 'Low Risk'),
(49878, 87, 17, '36:45.9', 36.95340037538315, 96.14536551489043, 137, 84, 31, 'Female', 72.50574188294213, 1.880419585509093, 0.13593008373392512, 53, 20.505146136026323, 101.66666666666666, 'Low Risk'),
(49879, 89, 18, '35:45.9', 36.04449403179653, 95.96998702704197, 129, 72, 77, 'Male', 62.91487424521499, 1.7563058815392056, 0.060898514, 57, 20.39637656, 91, 'Low Risk'),
(49880, 65, 13, '34:45.9', 36.10932089036048, 98.96456606651456, 118, 73, 69, 'Male', 96.05901816, 1.7736664238092708, 0.14032668424780173, 45, 30.53474193071092, 88, 'High Risk'),
(49881, 77, 12, '33:45.9', 36.80413482681288, 99.22139450720654, 122, 80, 31, 'Male', 71.39775640004092, 1.9608764196612376, 0.12651579987703715, 42, 18.568811894926252, 94, 'Low Risk'),
(49882, 96, 17, '32:45.9', 36.00704961, 99.62497190785385, 127, 86, 34, 'Male', 99.33881282232443, 1.5692332713936428, 0.066424822, 41, 40.340748339147005, 99.66666666666667, 'High Risk'),
(49883, 60, 14, '31:45.9', 36.15621369215442, 95.11539132, 139, 71, 37, 'Female', 70.03004688431683, 1.879034050577967, 0.093465044, 68, 19.83421957471375, 93.66666666666666, 'Low Risk'),
(49884, 67, 16, '30:45.9', 36.51301731593158, 95.25647927405838, 124, 73, 20, 'Male', 65.62168931179718, 1.526648561841442, 0.10384904225001299, 51, 28.155890041110016, 90, 'Low Risk'),
(49885, 64, 14, '29:45.9', 36.179226913935004, 99.63627988909062, 133, 73, 87, 'Female', 79.48358348960025, 1.8181974872367697, 0.12373681478879502, 60, 24.04336959325107, 93, 'Low Risk'),
(49886, 79, 13, '28:45.9', 37.30460204923901, 97.33250294020715, 131, 87, 42, 'Male', 59.69754643367451, 1.9839804435764399, 0.067791627, 44, 15.16637214059857, 101.66666666666667, 'High Risk'),
(49887, 72, 19, '27:45.9', 37.04565768475378, 98.94172356679208, 126, 83, 20, 'Male', 92.34888967227465, 1.5646665510846807, 0.08418876, 43, 37.72142418269836, 97.33333333333333, 'High Risk'),
(49888, 68, 13, '26:45.9', 36.79093027116682, 95.08302394, 133, 89, 56, 'Male', 84.28862069401663, 1.5628046461922136, 0.062463182, 44, 34.5111602, 103.66666666666667, 'High Risk'),
(49889, 75, 13, '25:45.9', 36.39828582543785, 98.16137339607269, 127, 85, 59, 'Female', 77.12690318359371, 1.8956607967414991, 0.12308306446727808, 42, 21.462713896288488, 99, 'Low Risk'),
(49890, 68, 12, '24:45.9', 36.339565959209324, 97.65821188876859, 131, 81, 23, 'Male', 62.17133875454407, 1.581466878438322, 0.070841522, 50, 24.858219464062163, 97.66666666666666, 'Low Risk'),
(49891, 75, 12, '23:45.9', 36.00429329314485, 97.70148991, 118, 81, 18, 'Female', 73.47631816089182, 1.551336634504838, 0.12415623859843979, 37, 30.530596480408164, 93.33333333333333, 'High Risk'),
(49892, 66, 18, '22:45.9', 37.06091943626583, 99.40805603193279, 114, 70, 61, 'Male', 60.72890537635368, 1.5371612395557903, 0.1154173210362827, 44, 25.7013895, 84.66666666666667, 'Low Risk'),
(49893, 76, 13, '21:45.9', 36.792592058835154, 99.51824949, 138, 82, 55, 'Female', 82.08679581926225, 1.6012906518945447, 0.11484438181868337, 56, 32.01348595297491, 100.66666666666666, 'High Risk'),
(49894, 79, 19, '20:45.9', 36.40293139943528, 98.03951086744563, 119, 86, 75, 'Male', 69.97486704297344, 1.9658064753222975, 0.087957878, 33, 18.107586119131604, 97, 'High Risk'),
(49895, 96, 13, '19:45.9', 36.59129240596001, 96.42089887897608, 134, 87, 33, 'Male', 56.56832650744339, 1.5969674028865002, 0.073195319, 47, 22.181005424329317, 102.66666666666667, 'High Risk'),
(49896, 69, 16, '18:45.9', 37.44129997193939, 96.79564559501931, 134, 82, 67, 'Female', 93.54547895774346, 1.981418526032909, 0.14847020160734153, 52, 23.827054839850923, 99.33333333333333, 'Low Risk'),
(49897, 70, 18, '17:45.9', 36.32706918444849, 98.85232277380415, 128, 85, 56, 'Female', 75.24264038467702, 1.9701436991269392, 0.10445577180922866, 43, 19.38510774035333, 99.33333333333333, 'Low Risk'),
(49898, 86, 19, '16:45.9', 36.23000536, 96.25242208827133, 131, 75, 53, 'Male', 91.22040041, 1.6223371405493694, 0.093219294, 56, 34.65849920723456, 93.66666666666666, 'High Risk'),
(49899, 64, 15, '15:45.9', 37.14130275772451, 99.73122477592298, 112, 73, 62, 'Female', 79.79936332496393, 1.7096577015182532, 0.077502392, 39, 27.30115951013121, 86, 'Low Risk'),
(49900, 96, 12, '14:45.9', 37.24046321333656, 96.60596836714151, 132, 75, 54, 'Female', 67.46295326552074, 1.585161578891075, 0.086160484, 57, 26.848391637634744, 94, 'High Risk'),
(49901, 95, 19, '13:45.9', 36.48616715481994, 95.62636610572024, 113, 85, 55, 'Male', 55.203203409371774, 1.6821636487866893, 0.14036113275632867, 28, 19.50867585783318, 94.33333333333333, 'High Risk'),
(49902, 81, 16, '12:45.9', 36.62508511308701, 97.99914182756858, 135, 75, 61, 'Male', 81.08971703, 1.6988940460195192, 0.054734271564709946, 60, 28.09526910807095, 95, 'Low Risk'),
(49903, 85, 19, '11:45.9', 36.53435050195613, 96.33212272242757, 131, 74, 47, 'Female', 68.74398522301493, 1.677233495161274, 0.10619139316315218, 57, 24.436986654573214, 93, 'Low Risk'),
(49904, 74, 16, '10:45.9', 36.32344863757304, 99.6926485, 112, 73, 31, 'Female', 96.37067934, 1.6857036041827635, 0.09190652, 39, 33.91427127372627, 86, 'High Risk'),
(49905, 82, 15, '09:45.9', 36.46871274288098, 98.40516888, 132, 72, 89, 'Male', 58.99647852159565, 1.709687871138032, 0.089513388, 60, 20.183311737337927, 92, 'Low Risk'),
(49906, 90, 19, '08:45.9', 36.91909421455341, 97.49687602044355, 115, 77, 25, 'Male', 96.61014903116344, 1.5855206238397106, 0.089006934, 38, 38.43075892960615, 89.66666666666667, 'High Risk'),
(49907, 81, 14, '07:45.9', 36.11655008992768, 95.70536219, 134, 78, 48, 'Female', 64.00349774, 1.9602749877607466, 0.14179981492119015, 56, 16.655961618054867, 96.66666666666666, 'High Risk'),
(49908, 80, 15, '06:45.9', 36.94180686444197, 98.95715643719484, 117, 81, 56, 'Male', 65.30385728913113, 1.7986618284359928, 0.057390749, 36, 20.18551333045261, 93, 'Low Risk'),
(49909, 70, 16, '05:45.9', 36.833036467045616, 95.33313145993168, 115, 82, 84, 'Male', 90.08424718588185, 1.8923260733361122, 0.12471770304065728, 33, 25.156887460976982, 93, 'Low Risk'),
(49910, 64, 12, '04:45.9', 36.89156099889901, 99.52540128802995, 130, 83, 68, 'Male', 82.01550353404271, 1.910951971608176, 0.091842612, 47, 22.45931010407103, 98.66666666666667, 'Low Risk'),
(49911, 70, 12, '03:45.9', 36.632435106233864, 99.68405035473032, 119, 84, 88, 'Female', 82.09099112111436, 1.6179254200225985, 0.11138140462491097, 35, 31.360176780170615, 95.66666666666667, 'High Risk'),
(49912, 64, 19, '02:45.9', 36.49322243155043, 98.45661101037302, 118, 70, 76, 'Male', 56.375461569428545, 1.5487773359102697, 0.12823434774881326, 48, 23.50239608584514, 86, 'Low Risk'),
(49913, 85, 12, '01:45.9', 37.06282326656709, 96.87248852228427, 124, 86, 18, 'Female', 55.49185707353797, 1.6392878281223786, 0.1108668347082981, 38, 20.649941734693222, 98.66666666666667, 'Low Risk'),
(49914, 73, 18, '00:45.9', 36.04812384598289, 99.29661160539956, 112, 72, 59, 'Male', 54.382357942079466, 1.9960569526963612, 0.1341250373369542, 40, 13.649356490065479, 85.33333333333333, 'High Risk'),
(49915, 67, 15, '59:45.9', 36.35404035809255, 99.36080522334893, 125, 89, 70, 'Male', 66.35679774015826, 1.6192327004788962, 0.07909511, 36, 25.308528089240554, 101, 'Low Risk'),
(49916, 90, 19, '58:45.9', 37.074025409707666, 97.19504613578607, 131, 89, 74, 'Female', 70.01104557956248, 1.8079375403850027, 0.1189384990117456, 42, 21.419026018829758, 103, 'Low Risk'),
(49917, 95, 17, '57:45.9', 36.79512244520482, 98.29350477587852, 137, 85, 68, 'Female', 61.228164945245375, 1.9333848619116722, 0.064757272, 52, 16.380027096933706, 102.33333333333333, 'High Risk'),
(49918, 86, 14, '56:45.9', 37.1786403, 95.78468299975461, 125, 81, 89, 'Male', 66.43131435, 1.8453064831839492, 0.065431031, 44, 19.50903689, 95.66666666666667, 'Low Risk'),
(49919, 63, 12, '55:45.9', 37.48919991866655, 99.12168847946378, 116, 76, 82, 'Male', 66.64777200400557, 1.9889664253769945, 0.079937599, 40, 16.847316376336263, 89.33333333333333, 'High Risk'),
(49920, 62, 17, '54:45.9', 36.07973541592466, 97.65067742472269, 137, 79, 72, 'Female', 80.19931359386314, 1.8964777576888772, 0.1266729440511033, 58, 22.298474056554028, 98.33333333333333, 'Low Risk'),
(49921, 95, 13, '53:45.9', 36.181288507137225, 99.06079277658867, 138, 81, 21, 'Male', 60.00404260724204, 1.5003617714121857, 0.10348345820654775, 57, 26.655604183062746, 100, 'High Risk'),
(49922, 78, 14, '52:45.9', 36.93690876818874, 95.01952753601752, 120, 83, 58, 'Male', 76.56570194281898, 1.9779800974837234, 0.058101857339334845, 37, 19.56998233474991, 95.33333333333333, 'Low Risk'),
(49923, 66, 18, '51:45.9', 37.11266573482394, 95.13443957669544, 133, 85, 73, 'Female', 58.797195835333056, 1.7541127773966996, 0.13848850197590631, 48, 19.109159701150126, 101, 'Low Risk'),
(49924, 87, 13, '50:45.9', 36.01055627816825, 96.81557298451712, 134, 87, 19, 'Male', 51.64772927837787, 1.8504173274087277, 0.096571523, 47, 15.083837991222952, 102.66666666666667, 'High Risk'),
(49925, 90, 16, '49:45.9', 36.388961710059505, 98.40046541760223, 126, 71, 36, 'Female', 85.11185299811048, 1.5490494773179544, 0.12295956608659535, 55, 35.46985937961396, 89.33333333333333, 'High Risk'),
(49926, 70, 15, '48:45.9', 36.91767856226432, 99.01019663447956, 132, 71, 22, 'Female', 70.37942954351894, 1.800665897411774, 0.082981701, 61, 21.705983231380266, 91.33333333333333, 'Low Risk'),
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(50104, 78, 14, '50:45.9', 37.11775077790548, 96.70517969845618, 120, 83, 36, 'Male', 58.85507798527807, 1.959536515067647, 0.10715717552887907, 37, 15.327707987939881, 95.33333333333333, 'High Risk'),
(50105, 70, 17, '49:45.9', 37.459810996289846, 99.41432433539187, 128, 79, 65, 'Female', 50.013586472824734, 1.9265197249984456, 0.11062492358307319, 49, 13.475381800212748, 95.33333333333333, 'High Risk'),
(50106, 78, 18, '48:45.9', 36.308902102507616, 98.60962541024008, 131, 73, 76, 'Female', 95.03359819708129, 1.799889925627691, 0.096698119, 58, 29.334945164839805, 92.33333333333333, 'Low Risk'),
(50107, 74, 18, '47:45.9', 36.01089835811546, 97.83270778780434, 136, 87, 19, 'Male', 87.71173554314029, 1.9233371796667815, 0.083255262, 49, 23.710835119463432, 103.33333333333333, 'Low Risk'),
(50108, 84, 19, '46:45.9', 36.41295028667786, 96.2456697, 138, 79, 36, 'Male', 91.61678574276442, 1.5449128554659717, 0.075651703, 59, 38.38548895198096, 98.66666666666666, 'High Risk'),
(50109, 93, 18, '45:45.9', 37.19584687279113, 98.9861982, 131, 75, 63, 'Female', 51.75685273887801, 1.7429874040415123, 0.10056057178624808, 56, 17.036460175203036, 93.66666666666666, 'High Risk'),
(50110, 71, 15, '44:45.9', 36.01544536000369, 97.26950907593995, 138, 77, 69, 'Female', 58.74487283539306, 1.724638094147849, 0.10668331786937635, 61, 19.750314640262754, 97.33333333333333, 'Low Risk'),
(50111, 82, 13, '43:45.9', 37.40573835, 99.83878722504294, 113, 71, 73, 'Male', 59.16845054581323, 1.7496244648774175, 0.14214592179869628, 42, 19.32860500086023, 85, 'Low Risk'),
(50112, 97, 19, '42:45.9', 36.27901807067332, 95.53714889386784, 112, 74, 62, 'Female', 89.63432678726514, 1.6573348756303572, 0.081144776, 38, 32.63276114777414, 86.66666666666667, 'High Risk'),
(50113, 60, 19, '41:45.9', 37.23145002922681, 97.04862421666193, 135, 73, 78, 'Female', 57.27605933905123, 1.6976226039562565, 0.14322401117660405, 62, 19.874253811639207, 93.66666666666666, 'Low Risk'),
(50114, 79, 15, '40:45.9', 37.46393635154011, 99.27812522548761, 135, 73, 69, 'Male', 99.30616518182967, 1.8235886317350056, 0.083945661, 62, 29.862245338367753, 93.66666666666666, 'Low Risk'),
(50115, 95, 15, '39:45.9', 36.09763581988129, 97.94598706547471, 116, 86, 62, 'Female', 75.24515325345759, 1.8110428152001699, 0.087284037, 30, 22.941462254312206, 96, 'High Risk'),
(50116, 70, 19, '38:45.9', 36.578702239640975, 99.91478690544926, 118, 74, 36, 'Female', 78.66867274808514, 1.6578884964453378, 0.078044773, 44, 28.621420666822395, 88.66666666666667, 'Low Risk'),
(50117, 91, 12, '37:45.9', 37.03480291579253, 97.43841975865932, 132, 80, 89, 'Male', 81.07767030650955, 1.7523039880117828, 0.11347467270857232, 52, 26.404768390557738, 97.33333333333333, 'High Risk'),
(50118, 75, 12, '36:45.9', 36.47888997794086, 97.76100427285559, 115, 83, 55, 'Male', 65.67357041, 1.8321209836453358, 0.06758606, 32, 19.56511163256334, 93.66666666666667, 'Low Risk'),
(50119, 65, 13, '35:45.9', 36.10544632298967, 97.94817364832768, 133, 71, 74, 'Male', 67.54042554540868, 1.758929924476034, 0.12581211068915157, 62, 21.830652544313317, 91.66666666666666, 'Low Risk'),
(50120, 95, 15, '34:45.9', 36.473858412842894, 95.58927333276196, 132, 82, 70, 'Female', 81.38723450128593, 1.6969126279969942, 0.088535445, 50, 28.26424105901001, 98.66666666666666, 'High Risk'),
(50121, 74, 14, '33:45.9', 36.58469173, 98.35518705747711, 120, 76, 63, 'Female', 77.70542869194128, 1.7161234943901684, 0.14027054384509025, 44, 26.384829173567486, 90.66666666666667, 'Low Risk'),
(50122, 77, 19, '32:45.9', 37.15770427218678, 99.63278780474455, 121, 75, 29, 'Female', 66.15068056325424, 1.7237357127043913, 0.066988073, 46, 22.263475272142706, 90.33333333333333, 'Low Risk'),
(50123, 97, 17, '31:45.9', 36.572473582716974, 95.94071410413667, 113, 75, 63, 'Male', 57.276907521919576, 1.7673000339996219, 0.083831807, 38, 18.338296488803405, 87.66666666666667, 'High Risk'),
(50124, 96, 18, '30:45.9', 36.25117116207876, 96.61590196011358, 134, 84, 28, 'Male', 87.68730894829307, 1.8058955745149365, 0.081355339, 50, 26.887565086156673, 100.66666666666666, 'High Risk'),
(50125, 86, 19, '29:45.9', 36.47442749035875, 98.79026555251819, 117, 88, 67, 'Male', 83.30023005503918, 1.8324177452552983, 0.13866089140229737, 29, 24.808312454965094, 97.66666666666667, 'Low Risk'),
(50126, 75, 17, '28:45.9', 36.826504940827554, 97.11956419842944, 117, 80, 88, 'Female', 61.437254179802096, 1.7648734743917325, 0.1067304324482557, 37, 19.724438362044786, 92.33333333333333, 'Low Risk'),
(50127, 87, 16, '27:45.9', 37.325590904039444, 95.95071027, 134, 71, 39, 'Female', 90.82357986480143, 1.9012609163227778, 0.066933415, 63, 25.12552670577769, 92, 'Low Risk'),
(50128, 87, 19, '26:45.9', 37.078058128233934, 96.97188844961904, 118, 72, 74, 'Female', 68.78026610959071, 1.721870022508156, 0.059676076, 46, 23.198671840103156, 87.33333333333333, 'Low Risk'),
(50129, 97, 15, '25:45.9', 36.13176812741642, 99.46229033633516, 124, 85, 71, 'Male', 68.48306665439915, 1.5643876754376753, 0.11375064884975895, 39, 27.98301002336403, 98, 'High Risk'),
(50130, 96, 15, '24:45.9', 37.43637512918028, 96.37322522041683, 126, 82, 30, 'Female', 89.70026019615668, 1.527574762006696, 0.12042864125792481, 44, 38.44047573265732, 96.66666666666667, 'High Risk'),
(50131, 85, 16, '23:45.9', 37.12059228671743, 99.33264460104014, 116, 76, 24, 'Male', 84.61480035258707, 1.6779960972611363, 0.10128448587087252, 40, 30.05138145930137, 89.33333333333333, 'High Risk'),
(50132, 71, 17, '22:45.9', 36.58090745074488, 97.44902786673242, 136, 83, 27, 'Male', 74.24910016797944, 1.777475363501912, 0.07375726, 53, 23.500874044768285, 100.66666666666666, 'Low Risk'),
(50133, 84, 12, '21:45.9', 36.63768939873565, 98.10809690418212, 118, 79, 45, 'Female', 98.40965371186331, 1.8963921037431568, 0.076389183, 39, 27.364116262462755, 92, 'Low Risk'),
(50134, 67, 16, '20:45.9', 36.45402623506334, 99.14080507328461, 136, 84, 86, 'Female', 69.78015096044997, 1.9136586508165283, 0.051474517, 52, 19.054736990760823, 101.33333333333333, 'Low Risk'),
(50135, 62, 13, '19:45.9', 37.08296512909057, 95.03853986549382, 135, 77, 18, 'Male', 83.40461060899665, 1.8700456563356913, 0.127606229, 58, 23.849849319546934, 96.33333333333333, 'Low Risk'),
(50136, 63, 14, '18:45.9', 37.067544747684686, 95.06540734074899, 125, 73, 75, 'Male', 91.19058844931186, 1.5647775416973784, 0.14276869532687847, 52, 37.24301308, 90.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(50137, 85, 19, '17:45.9', 36.714010580733024, 95.61109361, 118, 75, 22, 'Female', 97.56414733214007, 1.6116477890644205, 0.055361529, 43, 37.56210997473787, 89.33333333333333, 'High Risk'),
(50138, 61, 15, '16:45.9', 36.767411193755905, 95.88018330866946, 137, 70, 52, 'Male', 84.08048327095537, 1.6033612412432536, 0.099121009, 67, 32.70637690728639, 92.33333333333333, 'High Risk'),
(50139, 85, 13, '15:45.9', 36.30347331340433, 97.13557517204326, 125, 85, 48, 'Female', 58.82086670785422, 1.6956652689616183, 0.12339223541277722, 40, 20.45743451016975, 98.33333333333333, 'Low Risk'),
(50140, 78, 18, '14:45.9', 36.305335610563695, 98.95696685628822, 116, 71, 56, 'Male', 54.572722331582874, 1.9356915098581728, 0.14344587296289174, 45, 14.56475985940341, 86, 'High Risk'),
(50141, 73, 16, '13:45.9', 36.58454510888326, 96.58844078183256, 135, 85, 38, 'Female', 59.02074409733117, 1.8716210992404805, 0.14041487828666324, 50, 16.848793811463523, 101.66666666666666, 'High Risk'),
(50142, 98, 13, '12:45.9', 36.70060181272859, 99.98562386265411, 117, 89, 27, 'Male', 55.32109887045697, 1.5991736231892502, 0.10910567466678192, 28, 21.632143853299393, 98.33333333333333, 'High Risk'),
(50143, 82, 16, '11:45.9', 36.79356811776915, 96.94200908739856, 127, 89, 22, 'Male', 63.47629198297841, 1.7401643835812357, 0.14333265512197602, 38, 20.961917046495017, 101.66666666666667, 'Low Risk'),
(50144, 90, 15, '10:45.9', 36.673239450632316, 98.18970343011836, 113, 72, 29, 'Female', 57.24617330836777, 1.776655434858162, 0.10199471202025595, 41, 18.13593888046678, 85.66666666666667, 'High Risk'),
(50145, 85, 13, '09:45.9', 36.394045344665564, 97.02334171, 133, 74, 45, 'Female', 88.86739923398636, 1.848300469826649, 0.096779193, 59, 26.013412195425527, 93.66666666666666, 'Low Risk'),
(50146, 63, 17, '08:45.9', 36.59608624594079, 99.18622236333589, 127, 78, 42, 'Female', 59.628280401916825, 1.7795303305407075, 0.12774718263195603, 49, 18.829617411588135, 94.33333333333333, 'Low Risk'),
(50147, 85, 15, '07:45.9', 36.61037477879222, 98.70004013, 135, 72, 51, 'Female', 63.45312397129034, 1.738419425155173, 0.084258651, 63, 20.996353504531985, 93, 'Low Risk'),
(50148, 99, 18, '06:45.9', 37.32288515750775, 98.32299547145384, 127, 71, 80, 'Male', 69.15235117714758, 1.8377715097458744, 0.062347321, 56, 20.47500052659052, 89.66666666666666, 'High Risk'),
(50149, 70, 14, '05:45.9', 37.45180971234629, 98.41108541188457, 126, 87, 41, 'Female', 75.05928179725919, 1.6301669279064854, 0.1087609068965457, 39, 28.244913452780143, 100, 'Low Risk'),
(50150, 88, 12, '04:45.9', 37.00132491803039, 95.16314565676466, 138, 78, 58, 'Female', 72.96502952, 1.6479806349427304, 0.080566617, 60, 26.86646667850484, 98, 'Low Risk'),
(50151, 74, 12, '03:45.9', 36.826934058858704, 97.38391747113306, 112, 86, 76, 'Female', 83.22733812276664, 1.5222430234309599, 0.067020587, 26, 35.916831735802134, 94.66666666666667, 'High Risk'),
(50152, 89, 19, '02:45.9', 36.22334646903884, 96.02870717180889, 128, 70, 59, 'Male', 86.05605723864906, 1.6829781831475348, 0.12920314504741143, 58, 30.38256755242434, 89.33333333333333, 'High Risk'),
(50153, 92, 19, '01:45.9', 37.329376888609644, 95.24856770386171, 131, 73, 68, 'Male', 80.22060326207608, 1.8431558561839017, 0.1287897644441678, 58, 23.613578271070924, 92.33333333333333, 'High Risk'),
(50154, 87, 12, '00:45.9', 37.27960736304028, 99.80546953682793, 114, 80, 78, 'Female', 80.99781826883572, 1.5946749352794052, 0.1348662273437186, 34, 31.85143363489527, 91.33333333333333, 'High Risk'),
(50155, 95, 16, '59:45.9', 36.23016204821791, 97.66435231150673, 139, 79, 86, 'Female', 74.18226899459114, 1.7620088883761968, 0.12823620790757295, 60, 23.893728420425795, 99, 'High Risk'),
(50156, 87, 14, '58:45.9', 37.21827906812155, 98.38174624488094, 119, 71, 25, 'Female', 71.99829737198667, 1.6129744966745783, 0.095893357, 48, 27.673699768284344, 87, 'Low Risk'),
(50157, 89, 19, '57:45.9', 36.788851287004846, 98.40059861277905, 112, 79, 59, 'Female', 50.720544154472705, 1.7825016257337345, 0.058232944485459626, 33, 15.963349971376653, 90, 'High Risk'),
(50158, 76, 17, '56:45.9', 37.22976342080191, 96.58332279, 125, 88, 55, 'Male', 95.27400927021799, 1.8755378681301584, 0.10177576664241667, 37, 27.084621256494135, 100.33333333333333, 'Low Risk'),
(50159, 72, 16, '55:45.9', 36.699669835599856, 99.06326282170646, 130, 78, 58, 'Male', 76.82688863672618, 1.8176899311289683, 0.12961841206646724, 52, 23.25271359036086, 95.33333333333333, 'Low Risk'),
(50160, 74, 12, '54:45.9', 37.00750791461343, 96.64999892748033, 130, 78, 44, 'Male', 54.87997889, 1.5967174642812212, 0.11657009663365366, 52, 21.525724853491738, 95.33333333333333, 'Low Risk'),
(50161, 71, 12, '53:45.9', 36.258071347621545, 98.05857891, 118, 70, 72, 'Male', 76.28215401958366, 1.5787325188873151, 0.087281839, 48, 30.60594817674298, 86, 'High Risk'),
(50162, 61, 13, '52:45.9', 36.92686858550579, 97.11160626829904, 128, 80, 38, 'Female', 86.88079095231555, 1.7306092351829536, 0.059506582, 48, 29.00853070423472, 96, 'Low Risk'),
(50163, 70, 19, '51:45.9', 37.452783303811934, 97.30439943002298, 136, 71, 55, 'Male', 61.83176084897761, 1.555151823, 0.1394479933914453, 65, 25.566190878809618, 92.66666666666666, 'Low Risk'),
(50164, 62, 17, '50:45.9', 36.30969168767855, 96.00190215, 112, 88, 30, 'Female', 79.75123078695611, 1.988705688931848, 0.10361268181870562, 24, 20.16491343527714, 96, 'Low Risk'),
(50165, 65, 13, '49:45.9', 36.61283322255009, 97.50428983920045, 124, 79, 23, 'Female', 62.91224156722536, 1.619635508779839, 0.14135574585929567, 45, 23.982838344463083, 94, 'Low Risk'),
(50166, 81, 17, '48:45.9', 36.894674566167936, 98.06197134591193, 121, 71, 57, 'Male', 50.584939267382715, 1.7840713816891027, 0.097063665, 50, 15.892666843417553, 87.66666666666666, 'High Risk'),
(50167, 73, 12, '47:45.9', 37.243666847995925, 95.65733178795087, 113, 71, 63, 'Male', 91.46606722827588, 1.545094561545822, 0.14657803839585493, 42, 38.31332806150911, 85, 'High Risk'),
(50168, 60, 18, '46:45.9', 37.041112664985405, 97.67739807, 119, 86, 72, 'Female', 51.85103127295331, 1.9513558759403213, 0.081472377, 33, 13.617094066384968, 97, 'High Risk'),
(50169, 77, 16, '45:45.9', 37.12335830639552, 98.95466540151119, 122, 70, 83, 'Female', 79.11909913942648, 1.761130587741193, 0.12334636635437192, 52, 25.509280747282702, 87.33333333333333, 'Low Risk'),
(50170, 90, 19, '44:45.9', 37.23424793810211, 97.46343886136296, 139, 89, 57, 'Male', 83.44351736410908, 1.6632752870573517, 0.12766853012394608, 50, 30.162291499821595, 105.66666666666666, 'High Risk'),
(50171, 64, 12, '43:45.9', 36.901145718431046, 99.70440802911672, 136, 85, 66, 'Male', 55.740331478506214, 1.7318210792220068, 0.071776601, 51, 18.585040172029625, 102, 'Low Risk'),
(50172, 64, 18, '42:45.9', 36.56450094158749, 97.16545149726609, 130, 74, 31, 'Female', 85.86484387123126, 1.948460274414752, 0.078205229, 56, 22.61685809255765, 92.66666666666666, 'Low Risk'),
(50173, 80, 15, '41:45.9', 36.23646325037857, 95.27708186690033, 115, 82, 31, 'Female', 73.68815319, 1.5753245600840728, 0.063368287, 33, 29.693239709037528, 93, 'Low Risk'),
(50174, 95, 16, '40:45.9', 36.24957446503115, 96.76787524778213, 114, 75, 24, 'Male', 82.23227655725711, 1.9554838942839907, 0.10806892342022517, 39, 21.504721715648618, 88, 'High Risk'),
(50175, 71, 16, '39:45.9', 36.272584215376014, 98.54663108724957, 112, 72, 56, 'Female', 98.60834747423769, 1.5416553079029536, 0.12549049016511257, 40, 41.48958737643732, 85.33333333333333, 'High Risk'),
(50176, 82, 16, '38:45.9', 36.36131459070611, 95.67771529283424, 118, 85, 34, 'Male', 50.53121318565026, 1.8519288355682713, 0.090985802, 33, 14.733676746025562, 96, 'High Risk'),
(50177, 74, 15, '37:45.9', 36.51256038292668, 97.55243538203108, 122, 77, 49, 'Female', 57.06729723361133, 1.6351992369998336, 0.10673182034798423, 45, 21.34253256645313, 92, 'Low Risk'),
(50178, 73, 14, '36:45.9', 36.28820824257853, 99.17580742468341, 126, 86, 55, 'Male', 85.75737644, 1.8632502976208298, 0.10303069492398134, 40, 24.70182767872398, 99.33333333333333, 'Low Risk'),
(50179, 77, 14, '35:45.9', 36.80379109807314, 99.90142643221174, 111, 76, 32, 'Female', 94.15800606675815, 1.9974512349860827, 0.13542712452320516, 35, 23.59961305782345, 87.66666666666667, 'Low Risk'),
(50180, 69, 17, '34:45.9', 36.46029855516036, 97.65929201273858, 116, 71, 67, 'Male', 97.23474311791995, 1.5265735792326545, 0.050849912481474184, 45, 41.72400491, 86, 'High Risk'),
(50181, 61, 17, '33:45.9', 36.353312832790074, 97.76766225513775, 115, 86, 21, 'Female', 54.207359672978534, 1.5851969262334848, 0.08693447, 29, 21.572069515721175, 95.66666666666667, 'Low Risk'),
(50182, 78, 14, '32:45.9', 36.49029028123229, 95.10869658084376, 111, 82, 86, 'Female', 92.13880209582756, 1.5800828269084328, 0.12701992445103855, 29, 36.90479996695597, 91.66666666666667, 'High Risk'),
(50183, 83, 12, '31:45.9', 37.086410626889226, 95.55138150385046, 113, 72, 56, 'Female', 68.78610167738127, 1.6686716694332793, 0.14477937865247303, 41, 24.703524091617666, 85.66666666666667, 'Low Risk'),
(50184, 88, 14, '30:45.9', 37.29459851114811, 97.29556762166347, 122, 82, 35, 'Female', 74.72315664852245, 1.9814949707346963, 0.1480485868383438, 40, 19.031335325180667, 95.33333333333333, 'Low Risk'),
(50185, 81, 14, '29:45.9', 37.028168632312266, 98.86586252355504, 119, 74, 26, 'Female', 68.44434853226349, 1.5441265447610955, 0.095139943, 45, 28.70594287971628, 89, 'Low Risk'),
(50186, 97, 19, '28:45.9', 36.488903682937725, 95.81687698895331, 111, 82, 32, 'Female', 69.03755729961995, 1.934748865262613, 0.096378779, 29, 18.443197436593877, 91.66666666666667, 'High Risk'),
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(50365, 84, 19, '29:45.9', 36.57588071819074, 95.57852329712372, 115, 84, 82, 'Male', 81.04889372, 1.6779023041731183, 0.079571656, 31, 28.788149570396875, 94.33333333333333, 'Low Risk'),
(50366, 71, 16, '28:45.9', 36.978571740673345, 95.23387824365528, 125, 85, 45, 'Male', 57.333819005798794, 1.8706396833297463, 0.081549108, 40, 16.384401613571452, 98.33333333333333, 'High Risk'),
(50367, 77, 17, '27:45.9', 36.54617579552949, 98.8608521, 110, 79, 35, 'Male', 55.16661274413252, 1.9994484365769671, 0.096847379, 31, 13.79926330542661, 89.33333333333333, 'High Risk'),
(50368, 99, 14, '26:45.9', 36.677817727474235, 95.82078096, 127, 78, 40, 'Female', 61.329043913886764, 1.984063785777809, 0.065807708, 49, 15.579550881735448, 94.33333333333333, 'High Risk'),
(50369, 74, 15, '25:45.9', 36.74934440962634, 95.54906372966738, 112, 82, 65, 'Female', 80.32948559258763, 1.5203564930527014, 0.10442175074436186, 30, 34.752345354988854, 92, 'High Risk'),
(50370, 92, 14, '24:45.9', 36.99893443382935, 98.11193470294187, 135, 77, 52, 'Female', 74.34522806, 1.6645058028854087, 0.13834637104743655, 58, 26.833818066936924, 96.33333333333333, 'High Risk'),
(50371, 68, 19, '23:45.9', 37.403160870731234, 98.74632363521327, 137, 81, 38, 'Female', 79.43029644, 1.5922600536454248, 0.072623311, 56, 31.329840498796557, 99.66666666666666, 'High Risk'),
(50372, 62, 16, '22:45.9', 36.36135327364395, 97.50024769464218, 114, 77, 26, 'Male', 72.55044964783255, 1.639297866222884, 0.074480393, 37, 26.997550440299232, 89.33333333333333, 'Low Risk'),
(50373, 87, 16, '21:45.9', 36.465048539574326, 97.19101967160135, 123, 85, 56, 'Female', 93.118423, 1.5871028750177198, 0.1067050862960639, 38, 36.96795745186132, 97.66666666666667, 'High Risk'),
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(50376, 94, 18, '18:45.9', 36.25540118498486, 97.09238958826553, 119, 79, 51, 'Male', 58.09076431503355, 1.582659755289168, 0.093042211, 40, 23.19166732302905, 92.33333333333333, 'High Risk'),
(50377, 82, 14, '17:45.9', 36.46962043510755, 97.22529133295669, 118, 71, 61, 'Male', 70.52795641216144, 1.8176875531529875, 0.083415563, 47, 21.346311045732772, 86.66666666666667, 'Low Risk'),
(50378, 98, 16, '16:45.9', 36.69612070021994, 95.29007228393075, 126, 81, 53, 'Female', 76.05472389491072, 1.5346885819179548, 0.14763302151232538, 45, 32.291310458053275, 96, 'High Risk'),
(50379, 63, 19, '15:45.9', 36.33517198189482, 95.73181146318342, 116, 74, 88, 'Female', 81.01060649612351, 1.7899254080988665, 0.095346007, 42, 25.28552747341226, 88, 'Low Risk'),
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(50383, 84, 14, '11:45.9', 36.171114637343514, 95.60615417192002, 139, 72, 87, 'Male', 80.75930783, 1.7317678445100295, 0.11056262722876813, 67, 26.928567132647895, 94.33333333333333, 'Low Risk'),
(50384, 94, 19, '10:45.9', 36.27253817, 99.74149808, 138, 87, 36, 'Female', 89.61140000523068, 1.7561967583585212, 0.1117394419344124, 51, 29.054735087356036, 104, 'High Risk'),
(50385, 89, 16, '09:45.9', 36.05925453, 97.39548011, 112, 77, 71, 'Female', 97.48526767397993, 1.6284387016421642, 0.11333096435205221, 35, 36.76174835655807, 88.66666666666667, 'High Risk'),
(50386, 92, 15, '08:45.9', 37.34708285412713, 98.05397048, 133, 87, 29, 'Male', 66.92273232577566, 1.8588799879687383, 0.11623366988107334, 46, 19.367383849488444, 102.33333333333333, 'High Risk'),
(50387, 78, 17, '07:45.9', 37.40471270827921, 95.73137384406951, 137, 82, 50, 'Male', 65.96654223653418, 1.535141497751139, 0.065132204, 55, 27.991546733225107, 100.33333333333333, 'Low Risk'),
(50388, 60, 12, '06:45.9', 36.230660126934346, 97.62654186881035, 134, 85, 50, 'Male', 58.96947947593026, 1.9695806968674086, 0.13998442245453968, 49, 15.20126520124298, 101.33333333333333, 'High Risk'),
(50389, 77, 18, '05:45.9', 36.436679274941255, 97.90268523163098, 121, 70, 60, 'Female', 60.495385079097105, 1.6499127508927685, 0.10713059569154892, 51, 22.222877269566112, 87, 'Low Risk'),
(50390, 96, 17, '04:45.9', 36.952564685832165, 96.49937897901643, 122, 79, 27, 'Female', 65.08153723814661, 1.9649686318465178, 0.1263800100345438, 43, 16.85569091102603, 93.33333333333333, 'High Risk'),
(50391, 76, 13, '03:45.9', 36.97389297775174, 96.68396919, 137, 87, 19, 'Female', 68.39018533031724, 1.7310784667596866, 0.076732498, 50, 22.82234532348634, 103.66666666666666, 'Low Risk'),
(50392, 66, 13, '02:45.9', 37.36958802100571, 96.89582705843459, 110, 89, 32, 'Female', 72.71997685652369, 1.888906417358406, 0.059303667819424345, 21, 20.381345346751747, 96, 'Low Risk'),
(50393, 93, 12, '01:45.9', 36.006399197457455, 95.80566153089318, 122, 78, 62, 'Female', 79.60186721797695, 1.7157516104511423, 0.11193046844666044, 44, 27.040481750126993, 92.66666666666667, 'High Risk'),
(50394, 74, 13, '00:45.9', 36.52894708486719, 98.45263665, 111, 86, 53, 'Male', 53.839884315112265, 1.9523821138764827, 0.14346514299351787, 25, 14.124545349505825, 94.33333333333333, 'High Risk'),
(50395, 74, 17, '59:45.9', 36.78349972373803, 99.63091582162838, 134, 85, 69, 'Male', 70.23936744, 1.908240019588328, 0.1499982110774336, 49, 19.28921671757922, 101.33333333333333, 'Low Risk'),
(50396, 69, 15, '58:45.9', 37.43983243972535, 99.34883759648012, 117, 77, 70, 'Male', 64.06040134412868, 1.9780519639880867, 0.12991417538556616, 40, 16.37247222439407, 90.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(50398, 60, 17, '56:45.9', 37.199762501723384, 98.91178618204022, 130, 86, 44, 'Male', 88.2270943, 1.7293856092634414, 0.09779733, 44, 29.49974723, 100.66666666666667, 'Low Risk'),
(50399, 96, 12, '55:45.9', 37.30920186, 98.03978004402599, 139, 73, 44, 'Male', 83.21117979727954, 1.9156868481721439, 0.12206583544969014, 66, 22.674235044635818, 95, 'High Risk'),
(50400, 90, 13, '54:45.9', 36.24701770309505, 96.67534910628223, 113, 79, 56, 'Female', 78.46614012305736, 1.8097484385287936, 0.068147106, 34, 23.957741150888612, 90.33333333333333, 'Low Risk'),
(50401, 99, 19, '53:45.9', 36.880116742244596, 99.37087871520656, 117, 88, 34, 'Female', 56.984346101457504, 1.9766716621696898, 0.092894309, 29, 14.584330474165405, 97.66666666666667, 'High Risk'),
(50402, 92, 19, '52:45.9', 36.97165288403131, 99.42348454082952, 137, 89, 29, 'Male', 78.81342055751709, 1.802791732079459, 0.13755737749606456, 48, 24.24985026362933, 105, 'High Risk'),
(50403, 69, 14, '51:45.9', 36.19681853918985, 99.99613563225414, 112, 71, 67, 'Female', 59.66995746726469, 1.9149112585411976, 0.11550268069379419, 41, 16.272655232693563, 84.66666666666667, 'High Risk'),
(50404, 73, 14, '50:45.9', 37.177484481075616, 99.61948060599886, 133, 75, 79, 'Female', 87.70942808828515, 1.7935769389730156, 0.06984814, 58, 27.265047369346327, 94.33333333333333, 'Low Risk'),
(50405, 66, 14, '49:45.9', 36.04173947359167, 97.21848517148194, 122, 73, 67, 'Male', 51.70800000668125, 1.8427346697905695, 0.069084341, 49, 15.227623360320274, 89.33333333333333, 'High Risk'),
(50406, 88, 13, '48:45.9', 37.42836853846162, 98.50361895216291, 137, 89, 38, 'Male', 61.95290440759692, 1.6186147943686993, 0.07187411, 48, 23.64692424803035, 105, 'Low Risk'),
(50407, 86, 12, '47:45.9', 36.24145110668683, 99.11090643219478, 139, 79, 28, 'Female', 85.00428164804322, 1.8676634937658263, 0.1185605751488314, 60, 24.369327343759572, 99, 'Low Risk'),
(50408, 69, 14, '46:45.9', 36.26026254, 95.24750871105327, 112, 88, 40, 'Male', 59.845075779734785, 1.7164658748664046, 0.051835003, 24, 20.312251912011224, 96, 'Low Risk'),
(50409, 67, 14, '45:45.9', 36.804443854240816, 96.16750429, 132, 79, 81, 'Male', 63.46092341880488, 1.611798807572709, 0.1319978069424928, 53, 24.427820886956845, 96.66666666666666, 'Low Risk'),
(50410, 78, 13, '44:45.9', 36.74697272168564, 96.98658723485718, 126, 77, 33, 'Male', 57.72290978495904, 1.6631068859014995, 0.080188842, 49, 20.869300479527706, 93.33333333333333, 'Low Risk'),
(50411, 76, 19, '43:45.9', 36.79817385709889, 98.48241407, 139, 82, 77, 'Male', 59.76204668522189, 1.6058544957601302, 0.055309871, 57, 23.17464438598814, 101, 'Low Risk'),
(50412, 70, 16, '42:45.9', 37.13831714137934, 98.51412751086893, 127, 75, 74, 'Male', 61.46746868693277, 1.8576431748142543, 0.067376607, 52, 17.812330149683707, 92.33333333333333, 'High Risk'),
(50413, 99, 13, '41:45.9', 37.48453902316329, 96.09628101950915, 127, 72, 66, 'Male', 57.37218360896428, 1.5511691642975418, 0.086289734, 55, 23.84421636426754, 90.33333333333333, 'High Risk'),
(50414, 63, 12, '40:45.9', 36.37552650387508, 96.86757891568747, 133, 79, 69, 'Male', 74.27086793206887, 1.6252299769647438, 0.094265864, 54, 28.118286440088713, 97, 'Low Risk'),
(50415, 64, 12, '39:45.9', 37.13172570356461, 99.54664130125751, 131, 72, 67, 'Female', 70.58113540938085, 1.6304017436356892, 0.13861346434287913, 59, 26.552130760058226, 91.66666666666666, 'Low Risk'),
(50416, 85, 12, '38:45.9', 37.23250364100382, 96.19287850229024, 128, 86, 29, 'Female', 95.23178494943306, 1.7627616326431346, 0.14724077411304842, 42, 30.647478274752938, 100, 'High Risk'),
(50417, 60, 15, '37:45.9', 36.47654674430433, 97.33063683, 124, 84, 32, 'Male', 93.92892225373208, 1.8739831700581095, 0.13783415991363243, 40, 26.746562060402958, 97.33333333333333, 'Low Risk'),
(50418, 77, 14, '36:45.9', 37.23626866452815, 98.73422094336057, 120, 71, 50, 'Male', 54.34495652718541, 1.8749199896691389, 0.11208444626263275, 49, 15.459440315512627, 87.33333333333333, 'High Risk'),
(50419, 99, 16, '35:45.9', 36.033848307251105, 97.13885436635275, 139, 74, 27, 'Male', 76.04665197155154, 1.6747394395688628, 0.14887494851804378, 65, 27.113501232142788, 95.66666666666666, 'High Risk'),
(50420, 68, 18, '34:45.9', 36.92063645879917, 96.35261431, 131, 77, 83, 'Male', 83.17722252035091, 1.9985885632427443, 0.058902531258523995, 54, 20.82368657574614, 95, 'Low Risk'),
(50421, 87, 13, '33:45.9', 36.07212186887314, 95.57298923120534, 120, 83, 46, 'Female', 77.73074458068523, 1.8330012679265495, 0.12315382737488645, 37, 23.134882445418324, 95.33333333333333, 'Low Risk'),
(50422, 89, 16, '32:45.9', 36.62073684063395, 96.04868758643137, 125, 86, 41, 'Male', 77.60046655678272, 1.9280034042931402, 0.058067904743887955, 39, 20.87606976607184, 99, 'Low Risk'),
(50423, 67, 17, '31:45.9', 36.26971484878894, 96.22450402853367, 137, 72, 21, 'Female', 70.63965406518821, 1.5862977021304674, 0.11775485004369109, 65, 28.072376086812653, 93.66666666666666, 'Low Risk'),
(50424, 60, 15, '30:45.9', 36.144170981087775, 98.92486146543398, 131, 72, 56, 'Female', 60.95043773660764, 1.873565159560181, 0.052496812, 59, 17.363578127455025, 91.66666666666666, 'High Risk'),
(50425, 91, 14, '29:45.9', 36.005932255507226, 97.49604410452899, 117, 88, 67, 'Male', 89.24579438260342, 1.9862392641525544, 0.12126707515836285, 29, 22.621668502711362, 97.66666666666667, 'High Risk'),
(50426, 82, 13, '28:45.9', 36.411143812129026, 98.09761789, 114, 72, 41, 'Male', 81.96372563498231, 1.7020775864650504, 0.13907679069780515, 42, 28.291956734553178, 86, 'Low Risk'),
(50427, 88, 15, '27:45.9', 36.56187550091758, 95.87975268819534, 135, 84, 25, 'Male', 62.75640341917625, 1.8291133159322486, 0.098249649, 51, 18.757580688371245, 101, 'Low Risk'),
(50428, 79, 19, '26:45.9', 36.159266981564144, 98.10383010319197, 131, 75, 65, 'Male', 51.578547354347805, 1.6440775246145942, 0.069512493, 56, 19.082027698230178, 93.66666666666666, 'Low Risk'),
(50429, 93, 18, '25:45.9', 37.06031268774354, 98.04532451859252, 111, 77, 26, 'Female', 85.59431950690998, 1.91288747, 0.078383215, 34, 23.39193232677247, 88.33333333333333, 'High Risk'),
(50430, 72, 12, '24:45.9', 36.98513913223465, 98.78038499408784, 115, 83, 80, 'Female', 97.11225178811142, 1.747755361625423, 0.1318721754326428, 32, 31.791625819004306, 93.66666666666667, 'High Risk'),
(50431, 78, 13, '23:45.9', 36.343909706963885, 98.58077348245912, 111, 86, 28, 'Male', 64.17332051577557, 1.9117316682661931, 0.080108489, 25, 17.559034928838198, 94.33333333333333, 'High Risk'),
(50432, 79, 18, '22:45.9', 36.85656225757117, 98.62157637062076, 118, 85, 59, 'Male', 77.70998735973126, 1.5169407816297784, 0.11869517925768153, 33, 33.77066277500091, 96, 'High Risk'),
(50433, 85, 18, '21:45.9', 36.45169527093783, 95.23658606617953, 122, 72, 25, 'Female', 97.10603796, 1.5994526846479709, 0.1404179468790387, 50, 37.958010389201185, 88.66666666666666, 'High Risk'),
(50434, 94, 12, '20:45.9', 36.929336014549385, 97.25684545450335, 117, 84, 44, 'Female', 72.43140647230645, 1.5851265910155399, 0.12346080161032914, 33, 28.826971283857883, 95, 'High Risk'),
(50435, 81, 15, '19:45.9', 36.38646313437182, 97.40623481763387, 118, 84, 34, 'Female', 89.96800664431595, 1.8087541911830103, 0.13605368241026988, 34, 27.499765933800262, 95.33333333333333, 'Low Risk'),
(50436, 95, 12, '18:45.9', 37.106802357834376, 98.35882946902171, 112, 72, 53, 'Male', 65.79161805, 1.6988975356026823, 0.10294575555270212, 40, 22.794821445588802, 85.33333333333333, 'High Risk'),
(50437, 76, 19, '17:45.9', 37.36901592577889, 96.74591781029092, 116, 79, 42, 'Male', 59.70897254235056, 1.9584462315135338, 0.1279946308367657, 37, 15.567407459471498, 91.33333333333333, 'High Risk'),
(50438, 61, 16, '16:45.9', 36.285141704311435, 98.44839809407307, 135, 86, 33, 'Female', 77.57797619691776, 1.947844707448321, 0.14686295500460922, 49, 20.447008923143947, 102.33333333333333, 'Low Risk'),
(50439, 93, 17, '15:45.9', 37.372031734143135, 97.03643394937677, 135, 81, 39, 'Male', 98.8390831, 1.889279413089362, 0.11183074052696006, 54, 27.690852322478026, 99, 'High Risk'),
(50440, 75, 17, '14:45.9', 37.321823713489636, 99.93882920563296, 114, 85, 71, 'Female', 83.51044889123114, 1.7521584584522785, 0.072677938, 29, 27.201575514643995, 94.66666666666667, 'Low Risk'),
(50441, 76, 19, '13:45.9', 36.93516060695212, 97.46086358967705, 138, 79, 40, 'Male', 96.63641257372767, 1.9534675600960476, 0.054709786, 59, 25.323771847073964, 98.66666666666666, 'Low Risk'),
(50442, 71, 17, '12:45.9', 36.72658529193897, 95.70548101513414, 122, 89, 29, 'Female', 59.132457592803696, 1.643254260207452, 0.14205941191430216, 33, 21.89860223916518, 100, 'Low Risk'),
(50443, 87, 13, '11:45.9', 36.723443170080486, 95.67117888427848, 115, 85, 45, 'Male', 70.52527994266212, 1.9788794769068307, 0.070880394, 30, 18.009685540674266, 95, 'High Risk'),
(50444, 90, 12, '10:45.9', 36.26040548217885, 98.16222647, 116, 84, 38, 'Male', 66.30706867626628, 1.5596157188050668, 0.11668406826676077, 32, 27.25992280364453, 94.66666666666667, 'Low Risk'),
(50445, 80, 13, '09:45.9', 36.052356519569905, 97.12066411, 133, 80, 57, 'Female', 90.97096272219581, 1.6910167150116016, 0.054240742653595554, 53, 31.813173197948384, 97.66666666666666, 'High Risk'),
(50446, 82, 14, '08:45.9', 36.63447147320976, 98.51270484868584, 138, 80, 53, 'Male', 58.36945008192839, 1.9584428085570686, 0.14519941997859243, 58, 15.218218472528708, 99.33333333333333, 'High Risk'),
(50447, 70, 16, '07:45.9', 36.84314883830318, 99.08153831898855, 119, 76, 71, 'Male', 61.99651719454458, 1.5541928333824422, 0.11947309275567715, 43, 25.66595855092739, 90.33333333333333, 'Low Risk'),
(50448, 93, 18, '06:45.9', 37.12694996492005, 98.24820919362665, 121, 71, 47, 'Female', 88.54648503021066, 1.6564792043830017, 0.062163764981328834, 50, 32.27002856449112, 87.66666666666666, 'High Risk'),
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(50625, 83, 13, '09:45.9', 36.270242306139075, 96.56454729449273, 137, 87, 21, 'Female', 78.93882533531769, 1.9565353808896444, 0.11758340510884478, 50, 20.621262364464556, 103.66666666666666, 'Low Risk'),
(50626, 92, 16, '08:45.9', 37.38429734892931, 95.72710680830976, 110, 82, 76, 'Male', 77.53284520372767, 1.9656172701135066, 0.12095146559813882, 28, 20.067247309701017, 91.33333333333333, 'High Risk'),
(50627, 87, 12, '07:45.9', 36.09631726259047, 99.84150999410532, 120, 79, 82, 'Female', 88.84060975, 1.6577204308091626, 0.11710342368350539, 41, 32.32875281009314, 92.66666666666667, 'High Risk'),
(50628, 78, 14, '06:45.9', 37.46740353190332, 99.29381356048374, 132, 78, 48, 'Female', 74.33629692869715, 1.8922329637757866, 0.11272638933136132, 54, 20.761164765761958, 96, 'Low Risk'),
(50629, 79, 19, '05:45.9', 37.482187910643525, 96.58931839860206, 134, 82, 25, 'Female', 99.21325084516712, 1.6118518968296638, 0.083422582, 52, 38.187340247167725, 99.33333333333333, 'High Risk'),
(50630, 68, 17, '04:45.9', 36.32640463960615, 95.48516542746677, 128, 83, 68, 'Male', 88.83545498387184, 1.6419154756781436, 0.11169433141789267, 45, 32.952224551937576, 98, 'High Risk'),
(50631, 82, 13, '03:45.9', 37.32938497163959, 98.47639831063223, 138, 71, 89, 'Male', 83.04866517875084, 1.7989996496698264, 0.12364660883693114, 67, 25.660818150748355, 93.33333333333333, 'Low Risk'),
(50632, 71, 13, '02:45.9', 37.026723909205906, 95.40563719604042, 119, 73, 43, 'Female', 82.96735702, 1.7314103560813066, 0.091802645, 46, 27.67624929633741, 88.33333333333333, 'Low Risk'),
(50633, 71, 14, '01:45.9', 36.61230204966512, 98.83697659941687, 111, 80, 61, 'Male', 94.75723082698111, 1.5203780708846513, 0.06483396, 31, 40.992949409616685, 90.33333333333333, 'High Risk'),
(50634, 99, 19, '00:45.9', 37.06321982978063, 98.25920781266191, 128, 72, 19, 'Male', 54.54928483907578, 1.861277675833812, 0.074962607, 56, 15.745872276106653, 90.66666666666666, 'High Risk'),
(50635, 98, 15, '59:45.9', 37.082522254188376, 96.40006248963925, 137, 81, 69, 'Male', 65.56692667154516, 1.6388569185339432, 0.061492585112862666, 56, 24.411965620422745, 99.66666666666666, 'High Risk'),
(50636, 82, 19, '58:45.9', 37.11815983, 96.61011812701868, 139, 86, 71, 'Male', 72.77362081, 1.9874482291256255, 0.089962798, 53, 18.423932523519312, 103.66666666666666, 'High Risk'),
(50637, 66, 18, '57:45.9', 37.46690401602727, 96.54701128082814, 135, 75, 56, 'Male', 80.81972566887153, 1.923242834285046, 0.11643602737184486, 60, 21.849883512036726, 95, 'Low Risk'),
(50638, 98, 12, '56:45.9', 36.22735745956586, 97.31729500841799, 122, 84, 72, 'Male', 71.02942813, 1.588518219429792, 0.13927700269116067, 38, 28.148413196130363, 96.66666666666667, 'High Risk'),
(50639, 70, 17, '55:45.9', 36.27816823181383, 97.55784792730861, 129, 72, 59, 'Male', 50.667064093104855, 1.8840110516112172, 0.081148227, 57, 14.274432383081773, 91, 'High Risk'),
(50640, 96, 15, '54:45.9', 36.21543814438807, 98.44415368805966, 138, 81, 81, 'Male', 50.24799254162138, 1.715986456931299, 0.098242982, 57, 17.06439926720052, 100, 'High Risk'),
(50641, 71, 15, '53:45.9', 36.55614607050294, 97.96594571332454, 126, 71, 72, 'Female', 52.16289106287021, 1.8285047845549374, 0.12114786606063067, 55, 15.601611221975329, 89.33333333333333, 'High Risk'),
(50642, 73, 15, '52:45.9', 36.1803156, 97.04492209455749, 123, 83, 63, 'Male', 95.02383411111354, 1.651074124456352, 0.083178225, 40, 34.85775453601359, 96.33333333333333, 'High Risk'),
(50643, 74, 17, '51:45.9', 37.11289102091726, 97.26135816, 117, 81, 52, 'Male', 87.24292367091896, 1.5688737560470836, 0.11732865759067575, 36, 35.444937482929795, 93, 'High Risk'),
(50644, 89, 18, '50:45.9', 36.33461813301649, 96.96210966249879, 121, 72, 64, 'Female', 63.70247469640009, 1.787283609457005, 0.071776277, 49, 19.94202970225315, 88.33333333333333, 'Low Risk'),
(50645, 68, 17, '49:45.9', 36.896235804981195, 96.79163490380456, 127, 76, 53, 'Female', 58.85158953188808, 1.9945815690828663, 0.092245602, 51, 14.79294334659505, 93, 'High Risk'),
(50646, 69, 16, '48:45.9', 37.41966776003676, 98.22653516247104, 120, 76, 22, 'Male', 90.62581798591204, 1.7219480738338797, 0.052666949, 44, 30.56411588162354, 90.66666666666667, 'High Risk'),
(50647, 97, 13, '47:45.9', 37.45753220506283, 99.65704252083417, 133, 73, 70, 'Female', 58.87781737721699, 1.565783031043306, 0.060652125, 60, 24.015328845358038, 93, 'High Risk'),
(50648, 72, 13, '46:45.9', 36.092826321737746, 98.54155646645921, 111, 77, 26, 'Male', 74.60156752403823, 1.7553973962034881, 0.11591775558425622, 34, 24.210126199537434, 88.33333333333333, 'Low Risk'),
(50649, 79, 14, '45:45.9', 37.24217602702375, 97.10544138415308, 118, 87, 44, 'Female', 86.60646228697209, 1.8638086917288592, 0.10924293037405941, 31, 24.93145550308132, 97.33333333333333, 'Low Risk'),
(50650, 92, 15, '44:45.9', 37.11435597175628, 98.15384255346896, 135, 81, 33, 'Female', 89.70366101072399, 1.9191345600366208, 0.1349494658031282, 54, 24.35562705277595, 99, 'High Risk'),
(50651, 69, 19, '43:45.9', 37.380818924157026, 98.67437694231982, 124, 80, 45, 'Female', 62.128362058769305, 1.9807209912092614, 0.11867993811561851, 44, 15.83591988, 94.66666666666667, 'High Risk'),
(50652, 88, 19, '42:45.9', 36.003802049832345, 95.65313487, 139, 86, 63, 'Male', 58.26649302106524, 1.767130383039187, 0.058153455451966235, 53, 18.658713290233322, 103.66666666666666, 'Low Risk'),
(50653, 76, 18, '41:45.9', 36.91764471598624, 97.32338002565528, 118, 84, 51, 'Female', 89.74949658, 1.5809519364777171, 0.098921512, 34, 35.908286983904134, 95.33333333333333, 'High Risk'),
(50654, 96, 14, '40:45.9', 36.47940477067276, 99.374899, 138, 85, 29, 'Male', 99.038149, 1.6463108839291751, 0.086813204, 53, 36.54086435556492, 102.66666666666666, 'High Risk'),
(50655, 74, 15, '39:45.9', 36.81225896794954, 96.39485789311175, 132, 81, 33, 'Male', 65.74866431734492, 1.6038127155778716, 0.1203098434170685, 51, 25.56110532126558, 98, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(50656, 70, 14, '38:45.9', 36.823641620609365, 96.23857133569433, 133, 88, 85, 'Male', 85.20789177754543, 1.8355784761907743, 0.11720614015589535, 45, 25.28913104915782, 103, 'Low Risk'),
(50657, 97, 14, '37:45.9', 36.447272065134115, 96.04750501916111, 120, 73, 86, 'Female', 50.54759947540864, 1.849679458086861, 0.12655579375114612, 47, 14.77432297427907, 88.66666666666667, 'High Risk'),
(50658, 69, 19, '36:45.9', 36.36597381190953, 97.77182974955493, 135, 75, 61, 'Female', 87.11587746621221, 1.7032092940910755, 0.083323858, 60, 30.030411188209335, 95, 'High Risk'),
(50659, 76, 18, '35:45.9', 36.94012235137749, 95.07248632740895, 124, 88, 77, 'Male', 82.12897575749221, 1.5426222986830127, 0.12427541505603049, 36, 34.51256178024879, 100, 'High Risk'),
(50660, 94, 18, '34:45.9', 37.26720673661061, 97.48811139596356, 135, 72, 19, 'Female', 92.81755449, 1.654597888120597, 0.10952775737679873, 63, 33.90355119132576, 93, 'High Risk'),
(50661, 94, 15, '33:45.9', 37.32324355872721, 98.12001623335587, 110, 71, 65, 'Male', 56.95087313073381, 1.6576430285368473, 0.10089318654536181, 39, 20.72613696578335, 84, 'High Risk'),
(50662, 62, 16, '32:45.9', 36.724921158372716, 99.16338780959722, 127, 75, 41, 'Female', 64.34890008323919, 1.6123354239098122, 0.13347295455075026, 52, 24.753142176869954, 92.33333333333333, 'Low Risk'),
(50663, 77, 17, '31:45.9', 36.972429570288945, 98.70748645204391, 138, 70, 20, 'Male', 55.04333224797247, 1.6252982393299975, 0.085876057, 68, 20.837162942353405, 92.66666666666666, 'Low Risk'),
(50664, 98, 19, '30:45.9', 36.52541961, 99.08197589126202, 126, 80, 39, 'Female', 90.74339664699706, 1.816193652175325, 0.081676603, 46, 27.510008501475426, 95.33333333333333, 'High Risk'),
(50665, 68, 18, '29:45.9', 36.36998612778296, 99.61777276, 131, 83, 89, 'Female', 80.61867816496965, 1.8216025584391478, 0.138205189, 48, 24.295644148965938, 99, 'Low Risk'),
(50666, 68, 12, '28:45.9', 36.638601594705655, 99.03567839298904, 135, 87, 77, 'Female', 95.26761295129526, 1.5243691326741553, 0.084907915, 48, 40.99821904500846, 103, 'High Risk'),
(50667, 86, 16, '27:45.9', 36.85235349720249, 96.48541405909833, 133, 86, 25, 'Male', 69.01140863110139, 1.933269406470592, 0.081821654, 47, 18.46443977425087, 101.66666666666667, 'High Risk'),
(50668, 71, 14, '26:45.9', 37.26787546431311, 97.70878783964815, 130, 79, 85, 'Male', 67.89888292583426, 1.8861875467811229, 0.067344824, 51, 19.085031582335375, 96, 'Low Risk'),
(50669, 60, 12, '25:45.9', 37.15116843, 96.95632065354657, 112, 83, 62, 'Female', 53.00222515876396, 1.7774596308550767, 0.090435282, 29, 16.776239239366596, 92.66666666666667, 'High Risk'),
(50670, 70, 12, '24:45.9', 36.26440851560752, 99.96813532, 115, 88, 44, 'Male', 61.19380603203557, 1.634947155163318, 0.12086982389548862, 27, 22.89285859363019, 97, 'Low Risk'),
(50671, 62, 12, '23:45.9', 37.226213404277665, 99.49127931330928, 122, 71, 34, 'Female', 66.04520806273206, 1.8603479636035622, 0.071812481, 51, 19.083276647390772, 88, 'Low Risk'),
(50672, 77, 13, '22:45.9', 37.19531196105563, 95.40517237090903, 114, 82, 74, 'Female', 89.51751131342603, 1.561003917141255, 0.12880156669978143, 32, 36.73668920172563, 92.66666666666667, 'High Risk'),
(50673, 73, 17, '21:45.9', 37.26036969560688, 99.91141866536914, 117, 77, 62, 'Male', 94.50890775, 1.5104401217365968, 0.090561667, 40, 41.425305271292714, 90.33333333333333, 'High Risk'),
(50674, 93, 13, '20:45.9', 37.19908463, 95.35280184236629, 117, 81, 86, 'Female', 88.49655447494308, 1.6415500022180456, 0.13476414286363325, 36, 32.84113288792676, 93, 'High Risk'),
(50675, 67, 19, '19:45.9', 36.81112143791399, 95.25952953665659, 119, 88, 66, 'Male', 96.69207926977887, 1.573990244426075, 0.11523707269347643, 31, 39.028946341496074, 98.33333333333333, 'High Risk'),
(50676, 88, 13, '18:45.9', 36.28730961333541, 97.84512803, 116, 73, 46, 'Female', 89.52407629530299, 1.5845313115129671, 0.086821242, 43, 35.65645783225145, 87.33333333333333, 'High Risk'),
(50677, 98, 18, '17:45.9', 36.11380079873609, 98.60926321645242, 139, 87, 56, 'Female', 50.63877474998234, 1.732775351196897, 0.14324236858342085, 52, 16.865478451365714, 104.33333333333333, 'High Risk'),
(50678, 86, 13, '16:45.9', 37.22044088457091, 96.46485384887579, 118, 81, 39, 'Male', 98.24610438874522, 1.5275298546022182, 0.098464883, 37, 42.105218451969094, 93.33333333333333, 'High Risk'),
(50679, 77, 18, '15:45.9', 36.46625309428892, 98.05357954385809, 121, 73, 23, 'Female', 65.28814644131621, 1.6426382669479689, 0.090241171, 48, 24.196383937361635, 89, 'Low Risk'),
(50680, 80, 13, '14:45.9', 36.13095828019985, 99.43554664202259, 119, 72, 62, 'Female', 55.06065815, 1.9207906771786947, 0.095082503, 47, 14.923865280846792, 87.66666666666667, 'High Risk'),
(50681, 84, 16, '13:45.9', 37.01816799, 97.13505475069698, 123, 74, 88, 'Female', 59.514086072129395, 1.891949139847237, 0.053335924, 49, 16.626500665783503, 90.33333333333333, 'High Risk'),
(50682, 71, 14, '12:45.9', 36.97084165769819, 99.94326044631825, 128, 88, 85, 'Female', 58.97356918138791, 1.679567456883892, 0.076925043, 40, 20.90559393, 101.33333333333333, 'Low Risk'),
(50683, 73, 16, '11:45.9', 37.37069876, 99.67230362, 110, 81, 76, 'Male', 92.29283147425808, 1.6318604946422937, 0.078766756, 29, 34.65787351396855, 90.66666666666667, 'High Risk'),
(50684, 68, 16, '10:45.9', 37.080498960165635, 95.14515025, 121, 82, 44, 'Male', 57.39268106264799, 1.689233782544112, 0.053249288, 39, 20.113006624694197, 95, 'Low Risk'),
(50685, 91, 17, '09:45.9', 36.35236373005267, 99.02629729513797, 122, 82, 75, 'Female', 86.88304193459759, 1.802298476288103, 0.08044211, 40, 26.747400885224778, 95.33333333333333, 'High Risk'),
(50686, 80, 19, '08:45.9', 36.50436146095717, 99.99221660044545, 122, 82, 55, 'Female', 56.114178748417764, 1.6348238500266898, 0.091296744, 40, 20.99571560484307, 95.33333333333333, 'Low Risk'),
(50687, 65, 15, '07:45.9', 36.43695575, 96.26650580301235, 136, 70, 48, 'Female', 74.42880228718657, 1.6647724234269867, 0.071906083, 66, 26.855378877173706, 92, 'Low Risk'),
(50688, 80, 16, '06:45.9', 36.61577059037163, 95.88430695883221, 135, 89, 79, 'Male', 81.79931107025354, 1.5895197765410751, 0.087229251, 46, 32.37559618688644, 104.33333333333333, 'High Risk'),
(50689, 95, 19, '05:45.9', 36.10929181171603, 98.73503343, 129, 81, 53, 'Female', 73.39311947379619, 1.975476140430156, 0.094575508, 48, 18.806664185380924, 97, 'High Risk'),
(50690, 83, 16, '04:45.9', 36.14582453815702, 96.08980590074184, 110, 78, 25, 'Female', 79.59353092633073, 1.684714243700606, 0.064500117, 32, 28.04305191021294, 88.66666666666667, 'Low Risk'),
(50691, 86, 18, '03:45.9', 36.70591276060493, 99.69237651, 128, 80, 24, 'Female', 82.84488998, 1.7566978132340942, 0.059376222, 48, 26.845506615168773, 96, 'Low Risk'),
(50692, 96, 17, '02:45.9', 36.29914182979891, 95.69490173931254, 131, 74, 48, 'Male', 62.57006589343819, 1.8345118303225507, 0.05938813, 57, 18.591977229872267, 93, 'High Risk'),
(50693, 61, 19, '01:45.9', 36.35253461251557, 95.31084079680872, 138, 88, 61, 'Male', 83.52210266960122, 1.7453626778852502, 0.052882802, 50, 27.417638706296863, 104.66666666666666, 'Low Risk'),
(50694, 84, 14, '00:45.9', 36.381108076720054, 96.85270186, 126, 72, 18, 'Female', 87.45013757, 1.8615514229858987, 0.1298653642982026, 54, 25.235413298980863, 90, 'Low Risk'),
(50695, 68, 16, '59:45.9', 36.63110815285005, 97.19657606736006, 126, 79, 25, 'Male', 50.42503529449449, 1.9475464841872765, 0.11764098549132808, 47, 13.294455246387884, 94.66666666666667, 'High Risk'),
(50696, 64, 18, '58:45.9', 37.12988001110358, 98.33017893, 138, 71, 70, 'Male', 71.11873147786677, 1.8217469560790578, 0.1306754335342853, 67, 21.429295646462343, 93.33333333333333, 'Low Risk'),
(50697, 73, 17, '57:45.9', 37.41902739444677, 95.96136588053321, 112, 76, 50, 'Male', 82.94894916362367, 1.9879174050321424, 0.11479698543626095, 36, 20.99008591643064, 88, 'Low Risk'),
(50698, 61, 14, '56:45.9', 37.299192147722074, 97.01131253180448, 126, 78, 88, 'Female', 86.62458260416913, 1.6197496709078225, 0.053210238978756846, 48, 33.01758877737114, 94, 'High Risk'),
(50699, 76, 13, '55:45.9', 37.36917405067457, 96.97682384018746, 130, 81, 75, 'Male', 97.17387847376745, 1.875957385395954, 0.1296997735877055, 49, 27.612364624992612, 97.33333333333333, 'Low Risk'),
(50700, 89, 15, '54:45.9', 36.38929063, 98.10563920716913, 112, 72, 54, 'Male', 67.14491586938291, 1.8343658728730214, 0.069724985, 40, 19.954516530734168, 85.33333333333333, 'Low Risk'),
(50701, 94, 12, '53:45.9', 36.4638993, 99.23818519561864, 121, 84, 79, 'Female', 93.19603982461028, 1.7858139641551491, 0.1290924183917456, 37, 29.223015544760788, 96.33333333333333, 'High Risk'),
(50702, 78, 19, '52:45.9', 36.167501741910925, 98.72283558069462, 115, 78, 22, 'Female', 55.99801941887315, 1.7544788098380362, 0.13448371597282718, 37, 18.191830976358244, 90.33333333333333, 'High Risk'),
(50703, 98, 19, '51:45.9', 36.44003157276806, 96.00707128016985, 119, 72, 24, 'Male', 61.12933200059868, 1.6512401181411713, 0.12835237248835857, 47, 22.419668502248914, 87.66666666666667, 'High Risk'),
(50704, 60, 15, '50:45.9', 36.73941821293199, 99.89107129125574, 128, 79, 87, 'Female', 89.57238622215448, 1.747547161440268, 0.10114789694671089, 49, 29.330288449822262, 95.33333333333333, 'Low Risk'),
(50705, 83, 13, '49:45.9', 36.21210814, 99.05596956157518, 126, 70, 48, 'Female', 54.84666222294907, 1.620337920964114, 0.12648973151751353, 56, 20.890027472968637, 88.66666666666666, 'Low Risk'),
(50706, 92, 15, '48:45.9', 37.42604627, 97.91624668435713, 114, 78, 56, 'Male', 61.35573258801622, 1.6356424524134499, 0.13781086535076037, 36, 22.933925534384073, 90, 'High Risk'),
(50707, 85, 12, '47:45.9', 36.53088048652443, 99.24461218, 113, 82, 55, 'Male', 55.12087229020803, 1.8800444131187133, 0.068769222, 31, 15.59480195552127, 92.33333333333333, 'High Risk'),
(50708, 77, 18, '46:45.9', 36.276407458571065, 96.10752893185298, 126, 84, 40, 'Male', 69.83604104277498, 1.5693638005760304, 0.0977965, 42, 28.355176170558238, 98, 'Low Risk'),
(50709, 96, 18, '45:45.9', 36.21664508, 97.75226790480305, 132, 84, 86, 'Female', 75.64411213856364, 1.7042611255078324, 0.083386127, 48, 26.04371020663025, 100, 'High Risk'),
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(50887, 95, 16, '47:45.9', 37.39232021021702, 95.95000091, 121, 83, 58, 'Male', 71.23764718138442, 1.5709537946707903, 0.081821114, 38, 28.865743221416988, 95.66666666666667, 'High Risk'),
(50888, 96, 12, '46:45.9', 37.36845168402774, 99.59508200048636, 133, 82, 38, 'Male', 76.78750252045793, 1.6274330229364957, 0.13522896784081817, 51, 28.992408431417246, 99, 'High Risk'),
(50889, 99, 19, '45:45.9', 37.37860142966068, 98.68616234414709, 132, 75, 59, 'Female', 85.82456496310614, 1.6762301524280916, 0.10890067243650885, 57, 30.54529427743794, 94, 'High Risk'),
(50890, 87, 13, '44:45.9', 36.00821138247504, 96.07465951285371, 110, 88, 52, 'Male', 99.13385759, 1.7478757426381064, 0.11198117441058678, 22, 32.44896849703904, 95.33333333333333, 'High Risk'),
(50891, 68, 19, '43:45.9', 36.81688501390171, 96.11402203325322, 120, 84, 82, 'Female', 61.22367940050744, 1.8636149470813537, 0.13519028971369834, 36, 17.62816293766128, 96, 'High Risk'),
(50892, 87, 13, '42:45.9', 36.75156913844676, 97.74067206, 126, 84, 19, 'Male', 58.51890935400348, 1.781824065426941, 0.14452910217819248, 42, 18.431750495062584, 98, 'High Risk'),
(50893, 86, 12, '41:45.9', 37.25124487301443, 98.06509366048971, 132, 84, 89, 'Female', 62.12144082190774, 1.9267419057840414, 0.050047791, 48, 16.733794589934732, 100, 'High Risk'),
(50894, 96, 14, '40:45.9', 36.34037941477241, 96.45270211787752, 114, 75, 41, 'Male', 64.32209402362511, 1.8182709341529446, 0.12055854819947051, 39, 19.455526217483683, 88, 'High Risk'),
(50895, 82, 12, '39:45.9', 36.48794707414851, 95.09739488213441, 125, 81, 20, 'Female', 79.6567841, 1.9789227836985432, 0.090406175, 44, 20.340661466324388, 95.66666666666667, 'Low Risk'),
(50896, 94, 15, '38:45.9', 36.54659801055207, 97.80335253517045, 117, 80, 85, 'Male', 99.95421369334613, 1.924880029144341, 0.086529837, 37, 26.97700756433429, 92.33333333333333, 'High Risk'),
(50897, 65, 14, '37:45.9', 36.80470479431441, 95.93167523182039, 136, 89, 71, 'Female', 66.27662325462009, 1.7828960564423384, 0.06701107, 47, 20.850108753643262, 104.66666666666667, 'Low Risk'),
(50898, 84, 16, '36:45.9', 37.289913702578964, 95.91969784369542, 114, 79, 32, 'Female', 99.27187772277279, 1.770701174995288, 0.09691252, 35, 31.66180615530441, 90.66666666666667, 'High Risk'),
(50899, 64, 17, '35:45.9', 37.42993452, 96.36142637449778, 119, 82, 75, 'Male', 50.381309577152344, 1.9119145773343902, 0.1225859081412554, 37, 13.782642237292686, 94.33333333333333, 'High Risk'),
(50900, 80, 12, '34:45.9', 36.19285536588159, 99.86824397054066, 129, 71, 56, 'Male', 59.079434, 1.9809549409131626, 0.096671592, 58, 15.05522088419635, 90.33333333333333, 'High Risk'),
(50901, 93, 14, '33:45.9', 36.21429284576968, 95.31962359857222, 130, 70, 81, 'Female', 89.90204474267553, 1.632370111, 0.1434488815544756, 60, 33.739007375345324, 90, 'High Risk'),
(50902, 91, 12, '32:45.9', 36.933012051843434, 98.05402360584351, 126, 82, 26, 'Male', 93.32226538007154, 1.646371326030212, 0.080151377, 44, 34.42941832170964, 96.66666666666667, 'High Risk'),
(50903, 91, 19, '31:45.9', 36.56911423638633, 98.81547002, 132, 85, 68, 'Male', 55.69897049301923, 1.9156803830001254, 0.13050793786934145, 47, 15.17752874377474, 100.66666666666667, 'High Risk'),
(50904, 76, 13, '30:45.9', 37.264070088176126, 96.44145928937034, 120, 75, 66, 'Male', 52.8595447, 1.7418126431532157, 0.13928481768238316, 45, 17.422903885766278, 90, 'High Risk'),
(50905, 72, 16, '29:45.9', 37.157543071149114, 96.11861809969645, 125, 70, 28, 'Male', 82.05768210054272, 1.8138169202632557, 0.059616398269293096, 55, 24.94206159406799, 88.33333333333333, 'Low Risk'),
(50906, 66, 14, '28:45.9', 37.29994209836178, 99.49413471, 126, 79, 51, 'Female', 63.202692425088685, 1.6823829716460248, 0.11999719762689268, 47, 22.329852360721336, 94.66666666666667, 'Low Risk'),
(50907, 95, 13, '27:45.9', 36.49697903182555, 97.28215821565128, 131, 89, 19, 'Male', 65.33777693087788, 1.7786676438196922, 0.068542895, 42, 20.65260050367891, 103, 'High Risk'),
(50908, 97, 17, '26:45.9', 37.108806085596136, 98.11512886964435, 129, 79, 78, 'Male', 92.46701531697181, 1.931119154242089, 0.076357167, 50, 24.795261707048514, 95.66666666666666, 'High Risk'),
(50909, 91, 15, '25:45.9', 36.46696243708211, 98.41766860273066, 128, 84, 46, 'Female', 76.25891902018164, 1.5319226260769179, 0.13834468003620795, 44, 32.49503309015147, 98.66666666666667, 'High Risk'),
(50910, 64, 16, '24:45.9', 37.471786345348995, 97.14519897, 128, 76, 84, 'Female', 96.55276742923124, 1.802291139950491, 0.050332268, 52, 29.724518666555408, 93.33333333333333, 'Low Risk'),
(50911, 98, 19, '23:45.9', 36.36897380468121, 99.53896978161474, 117, 80, 45, 'Female', 71.51378264228697, 1.887590893414854, 0.076605329, 37, 20.07123072364075, 92.33333333333333, 'High Risk'),
(50912, 86, 16, '22:45.9', 36.00670144, 97.66820529568878, 115, 76, 62, 'Male', 51.038542907605375, 1.5805150579082223, 0.082507538, 39, 20.431534797683423, 89, 'Low Risk'),
(50913, 99, 17, '21:45.9', 36.65215341229022, 97.91541552800761, 115, 80, 20, 'Female', 62.24759824764327, 1.8436379135156529, 0.053147477, 35, 18.313499382126412, 91.66666666666667, 'High Risk'),
(50914, 81, 17, '20:45.9', 36.43919778963684, 98.59823760338384, 131, 87, 82, 'Male', 55.75295165507032, 1.8372960964976133, 0.082638952, 44, 16.516178196881988, 101.66666666666667, 'High Risk'),
(50915, 63, 12, '19:45.9', 36.89480386076122, 96.18708212234353, 133, 88, 23, 'Male', 51.39142420119006, 1.9059993779976048, 0.1391987754800916, 45, 14.146374277086148, 103, 'High Risk'),
(50916, 97, 18, '18:45.9', 36.5927132, 95.00271266349127, 114, 89, 85, 'Male', 63.28679393984055, 1.6820983846234494, 0.088186763, 25, 22.36713235822938, 97.33333333333333, 'High Risk'),
(50917, 76, 17, '17:45.9', 36.77690223575855, 96.19651859, 127, 81, 89, 'Female', 88.23956207886533, 1.7171436360407342, 0.076491745, 46, 29.926098068402442, 96.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(50918, 83, 17, '16:45.9', 36.17922135653143, 98.93161877359802, 111, 79, 20, 'Female', 54.214516045809226, 1.6695730824550379, 0.07023867, 32, 19.449333211910915, 89.66666666666667, 'Low Risk'),
(50919, 65, 19, '15:45.9', 36.14175753538207, 96.66549114114376, 130, 81, 69, 'Male', 64.36557489120145, 1.988377975, 0.13697717003390708, 49, 16.280051139990448, 97.33333333333333, 'High Risk'),
(50920, 95, 18, '14:45.9', 36.90218841437676, 95.54861741186383, 136, 88, 61, 'Female', 79.55833435776522, 1.7088233398297719, 0.11083079315751773, 48, 27.245284533553406, 104, 'High Risk'),
(50921, 82, 15, '13:45.9', 36.094490106405544, 96.49740539702651, 122, 72, 26, 'Male', 50.15994971098949, 1.6979139571758302, 0.10452872809801772, 50, 17.39905799652762, 88.66666666666666, 'High Risk'),
(50922, 69, 14, '12:45.9', 36.82690464540394, 96.75231887317777, 116, 86, 75, 'Male', 53.77520018906253, 1.56558659, 0.090063611, 30, 21.939556813014804, 96, 'Low Risk'),
(50923, 77, 12, '11:45.9', 37.013590418219515, 96.69256907408571, 127, 75, 88, 'Female', 75.13159647, 1.669452450038399, 0.091908028, 52, 26.957183168246623, 92.33333333333333, 'Low Risk'),
(50924, 73, 17, '10:45.9', 36.21382321568604, 95.18583891973634, 128, 89, 52, 'Female', 99.23646112045934, 1.5483967949009887, 0.1293532242470406, 39, 41.39107835035781, 102, 'High Risk'),
(50925, 69, 15, '09:45.9', 36.75836841351063, 96.56349586890708, 130, 85, 88, 'Female', 98.03187550218603, 1.9339200853189078, 0.10292085233928988, 45, 26.211402749133953, 100, 'Low Risk'),
(50926, 98, 16, '08:45.9', 36.26027569495598, 95.48074216, 115, 84, 21, 'Female', 76.10202158, 1.551801808357461, 0.070011915, 31, 31.602663457840183, 94.33333333333333, 'High Risk'),
(50927, 97, 16, '07:45.9', 36.02899538503283, 96.26713346054441, 110, 79, 34, 'Female', 67.26557867400234, 1.502013332218922, 0.13385119114976957, 31, 29.81572042847779, 89.33333333333333, 'High Risk'),
(50928, 83, 12, '06:45.9', 36.12078089583215, 95.03567133090857, 125, 71, 36, 'Female', 93.63947854264426, 1.5900251669077035, 0.13754169435001204, 54, 37.03829529, 89, 'High Risk'),
(50929, 74, 19, '05:45.9', 36.99642277043576, 98.47829649511787, 136, 84, 85, 'Male', 71.58997532193098, 1.5317150562852913, 0.12315549845656311, 52, 30.513796812475206, 101.33333333333333, 'High Risk'),
(50930, 99, 12, '04:45.9', 36.45232230626245, 97.12030756589479, 128, 82, 43, 'Male', 76.53485177603257, 1.5816967942403837, 0.13614546895624374, 46, 30.592345586997673, 97.33333333333333, 'High Risk'),
(50931, 63, 16, '03:45.9', 36.98656136335592, 99.49454568348742, 113, 80, 32, 'Female', 64.10299408866052, 1.8747022522877415, 0.10753487595396011, 33, 18.239532911970972, 91, 'High Risk'),
(50932, 84, 19, '02:45.9', 36.59868604122729, 98.38283475596393, 116, 77, 33, 'Male', 53.105190332842355, 1.7891892174491209, 0.10054787351992786, 39, 16.589161122356902, 90, 'High Risk'),
(50933, 80, 13, '01:45.9', 36.65614251546247, 96.70340843512894, 117, 84, 47, 'Male', 69.11759387344054, 1.6275739740979582, 0.088637998, 33, 26.091986060938442, 95, 'Low Risk'),
(50934, 98, 19, '00:45.9', 37.311429630340655, 98.56357482, 115, 78, 88, 'Female', 59.54626257657413, 1.9080956414750674, 0.070543188, 37, 16.355138610596157, 90.33333333333333, 'High Risk'),
(50935, 68, 15, '59:45.9', 36.484614635686725, 97.08070351, 118, 86, 79, 'Female', 73.18292863, 1.6929475061935166, 0.14000854619115066, 32, 25.534232062753105, 96.66666666666667, 'Low Risk'),
(50936, 75, 13, '58:45.9', 36.89067826580372, 99.68191851, 129, 88, 70, 'Male', 87.05814913824682, 1.9952923244034528, 0.058344083, 41, 21.867360567007257, 101.66666666666667, 'Low Risk'),
(50937, 71, 16, '57:45.9', 36.458543014442895, 97.18144001, 137, 87, 28, 'Female', 65.01208250156395, 1.7181673774011526, 0.139669947, 50, 22.022323604211326, 103.66666666666666, 'Low Risk'),
(50938, 95, 17, '56:45.9', 36.26657977240916, 95.19578395173174, 119, 74, 52, 'Female', 65.54038060004073, 1.5073687381819436, 0.097274708, 45, 28.84496065723975, 89, 'High Risk'),
(50939, 69, 14, '55:45.9', 36.911771023503675, 96.88185532024914, 111, 84, 24, 'Female', 62.29560515467584, 1.703619153887327, 0.089184163, 27, 21.464085052209168, 93, 'Low Risk'),
(50940, 65, 19, '54:45.9', 37.39172333013519, 96.31987085901206, 123, 78, 73, 'Male', 91.66826357202584, 1.9879021795420344, 0.080515874, 45, 23.19684844387737, 93, 'Low Risk'),
(50941, 94, 17, '53:45.9', 37.498904625139936, 98.24957297395596, 120, 86, 34, 'Male', 71.46695754365165, 1.8996936308643462, 0.12656126458306016, 34, 19.80332708366683, 97.33333333333333, 'High Risk'),
(50942, 74, 19, '52:45.9', 37.38603245064769, 98.55064567673648, 134, 83, 28, 'Female', 79.04215362491365, 1.8926211139511657, 0.13325915575815078, 51, 22.066395775749992, 100, 'Low Risk'),
(50943, 75, 13, '51:45.9', 36.660347717298336, 96.34693338349607, 124, 88, 56, 'Male', 74.37593720045543, 1.6347503746947238, 0.095865325, 36, 27.83104798433058, 100, 'Low Risk'),
(50944, 73, 13, '50:45.9', 37.16187681256082, 99.86276522376765, 118, 83, 76, 'Male', 78.76136826273205, 1.5121131528799912, 0.1023566058090095, 35, 34.446465807077736, 94.66666666666667, 'High Risk'),
(50945, 65, 18, '49:45.9', 36.15640787366438, 99.50103517943904, 112, 70, 24, 'Female', 56.592128297020444, 1.6761019274476785, 0.10026617741863988, 42, 20.144438942347005, 84, 'Low Risk'),
(50946, 76, 12, '48:45.9', 36.27610952, 99.21881071249449, 116, 77, 47, 'Male', 68.9630719, 1.786701701792626, 0.1069474420756614, 39, 21.60292194029655, 90, 'Low Risk'),
(50947, 70, 13, '47:45.9', 37.26357163987127, 99.71150100626699, 113, 88, 61, 'Male', 72.19656406816495, 1.6665739469956744, 0.077024972, 25, 25.993655131873737, 96.33333333333333, 'Low Risk'),
(50948, 90, 19, '46:45.9', 36.55089701391828, 95.91871664822393, 124, 80, 22, 'Male', 65.13183060428398, 1.6187344705723443, 0.10377747962423416, 44, 24.85661895, 94.66666666666667, 'Low Risk'),
(50949, 64, 15, '45:45.9', 36.170763651606165, 96.90683591, 121, 83, 41, 'Male', 58.16475099277898, 1.8731578543918928, 0.12431266567844615, 38, 16.57719773, 95.66666666666667, 'High Risk'),
(50950, 90, 14, '44:45.9', 36.88061821681197, 98.21689171903229, 117, 75, 53, 'Female', 70.93853755706357, 1.9377929197019466, 0.13755064475181017, 42, 18.891546059580698, 89, 'Low Risk'),
(50951, 84, 19, '43:45.9', 36.32882213048896, 97.30172296227097, 123, 81, 59, 'Female', 64.71338629933643, 1.7489800917461793, 0.1008373853106797, 42, 21.155553575846323, 95, 'Low Risk'),
(50952, 70, 13, '42:45.9', 36.42014164, 99.60953276872262, 129, 70, 43, 'Male', 77.38006267783504, 1.535500710999094, 0.088988239, 59, 32.819278812439926, 89.66666666666666, 'High Risk'),
(50953, 66, 19, '41:45.9', 36.96685740713814, 96.03983026, 129, 80, 54, 'Male', 89.82009403369187, 1.5978259776200545, 0.093504561, 49, 35.18151603242235, 96.33333333333333, 'High Risk'),
(50954, 95, 14, '40:45.9', 37.24630798836675, 95.17726376154714, 117, 78, 25, 'Female', 55.00442430990341, 1.594858651363226, 0.07089656, 39, 21.62485611265373, 91, 'High Risk'),
(50955, 75, 16, '39:45.9', 37.302762946233734, 97.68070675541111, 122, 79, 87, 'Male', 88.22522516086069, 1.5333920189796273, 0.066063114, 43, 37.52203449673902, 93.33333333333333, 'High Risk'),
(50956, 97, 18, '38:45.9', 36.022656722702834, 95.66653525306711, 124, 72, 86, 'Female', 61.41415573473164, 1.6257011126899905, 0.10848656849705404, 52, 23.237375716147202, 89.33333333333333, 'High Risk'),
(50957, 62, 18, '37:45.9', 36.50794109929666, 98.56373179923685, 137, 72, 59, 'Female', 60.547807154145055, 1.6348676851883002, 0.053568594, 65, 22.65338988934148, 93.66666666666666, 'Low Risk'),
(50958, 72, 14, '36:45.9', 36.64450404907712, 97.75930892250713, 139, 74, 55, 'Male', 62.14692804421296, 1.7135185254992717, 0.07618269, 65, 21.166159178072746, 95.66666666666666, 'Low Risk'),
(50959, 88, 13, '35:45.9', 37.39904884252181, 97.62099986, 115, 89, 76, 'Male', 64.94864595870084, 1.923616352392611, 0.12608861697727136, 26, 17.55226555132519, 97.66666666666667, 'High Risk'),
(50960, 91, 18, '34:45.9', 37.34457363862582, 97.53895337042633, 129, 74, 31, 'Female', 67.36177187, 1.5259130220136714, 0.089664721, 55, 28.930367047824156, 92.33333333333333, 'High Risk'),
(50961, 76, 19, '33:45.9', 36.400425350865575, 99.07896868, 136, 86, 26, 'Male', 93.16649430850367, 1.987472621276237, 0.093158313, 50, 23.58617109991401, 102.66666666666666, 'Low Risk'),
(50962, 60, 15, '32:45.9', 37.03013608003251, 95.85827923298655, 127, 79, 30, 'Male', 69.21989949309797, 1.6704751439575078, 0.068794705, 48, 24.805668103362105, 95, 'Low Risk'),
(50963, 67, 18, '31:45.9', 37.23040700345464, 97.01595099444593, 123, 76, 26, 'Male', 51.199012233403266, 1.6906040034063619, 0.093374661, 47, 17.913390618947435, 91.66666666666667, 'High Risk'),
(50964, 88, 19, '30:45.9', 36.42136430976748, 99.11846541763043, 138, 86, 19, 'Male', 81.08486370358425, 1.9596689088724955, 0.12911594804606774, 52, 21.114188102033356, 103.33333333333333, 'Low Risk'),
(50965, 62, 14, '29:45.9', 36.792330830343886, 98.14321351735227, 136, 83, 23, 'Female', 88.87944651499939, 1.9039495162747695, 0.093245757, 53, 24.518307295778403, 100.66666666666666, 'Low Risk'),
(50966, 62, 18, '28:45.9', 36.57813889176764, 95.40860045809745, 119, 80, 63, 'Female', 85.10756375498165, 1.8718927900467057, 0.056259677, 39, 24.288808777662275, 93, 'Low Risk'),
(50967, 92, 17, '27:45.9', 37.48341389436196, 96.59125028, 117, 74, 60, 'Female', 86.74840180708335, 1.896162115620562, 0.091933731, 43, 24.127401523599808, 88.33333333333333, 'High Risk'),
(50968, 98, 19, '26:45.9', 37.05969355832926, 96.35511241, 129, 88, 58, 'Male', 54.42988839405175, 1.8277978683999607, 0.053207363, 41, 16.29225169574293, 101.66666666666667, 'High Risk'),
(50969, 65, 14, '25:45.9', 36.14115350486145, 98.52995016646418, 122, 77, 59, 'Male', 78.33839228648421, 1.6008998070233385, 0.094580262, 45, 30.56654482996261, 92, 'High Risk'),
(50970, 64, 16, '24:45.9', 36.78449051579122, 95.23533185610171, 117, 79, 35, 'Female', 73.10139563246469, 1.946843044008739, 0.088009002, 38, 19.286960405987163, 91.66666666666667, 'Low Risk'),
(50971, 91, 13, '23:45.9', 36.81768773921062, 98.97377105149879, 118, 83, 61, 'Female', 64.12990882205955, 1.6547453671500834, 0.10314539552137773, 35, 23.420613908376815, 94.66666666666667, 'High Risk'),
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(51149, 84, 14, '25:45.9', 37.16560779757697, 98.65476474745077, 120, 82, 71, 'Male', 74.29286205558775, 1.8735410679263613, 0.10314074010190868, 38, 21.165116090639142, 94.66666666666667, 'Low Risk'),
(51150, 84, 13, '24:45.9', 36.74153400732451, 97.78585771249465, 113, 76, 74, 'Female', 50.83274027911498, 1.819246352565195, 0.11800460122125837, 37, 15.358913568605194, 88.33333333333333, 'High Risk'),
(51151, 81, 15, '23:45.9', 36.90057034, 99.25250634790211, 130, 75, 36, 'Female', 71.70636284339719, 1.7956138704403437, 0.058203759696291796, 55, 22.23984680505656, 93.33333333333333, 'Low Risk'),
(51152, 91, 14, '22:45.9', 37.32090296145357, 95.15919172331942, 133, 80, 80, 'Female', 77.34554671511798, 1.5954980745724754, 0.10273453950024197, 53, 30.383845899460663, 97.66666666666666, 'High Risk'),
(51153, 64, 12, '21:45.9', 36.044270418248374, 97.02094069446791, 126, 78, 64, 'Female', 85.92019634127442, 1.536559307394432, 0.07500381, 48, 36.39121917896181, 94, 'High Risk'),
(51154, 75, 17, '20:45.9', 37.11708331760887, 99.56462918474381, 137, 85, 22, 'Male', 61.91504497718006, 1.5658923715604578, 0.1363005074427613, 52, 25.250639173115278, 102.33333333333333, 'Low Risk'),
(51155, 66, 13, '19:45.9', 36.41658861, 99.63146385738065, 121, 85, 55, 'Male', 88.83205000634692, 1.9542740479817795, 0.140944357, 36, 23.25941325628516, 97, 'Low Risk'),
(51156, 65, 12, '18:45.9', 36.480814757835525, 96.31004864659796, 124, 80, 62, 'Female', 87.72997373028478, 1.521588434107537, 0.087252399, 44, 37.892529938698374, 94.66666666666667, 'High Risk'),
(51157, 74, 16, '17:45.9', 36.87605626901321, 98.62335673799332, 124, 75, 82, 'Male', 92.87942762947053, 1.5716781451752098, 0.051817047, 49, 37.60038588786216, 91.33333333333333, 'High Risk'),
(51158, 65, 17, '16:45.9', 37.27438512295888, 99.16413158687735, 119, 85, 31, 'Male', 88.70951043605298, 1.9529703882897111, 0.068776828, 34, 23.25834807528615, 96.33333333333333, 'Low Risk'),
(51159, 94, 19, '15:45.9', 37.32814257, 99.37262229725661, 119, 81, 60, 'Male', 67.61752321845745, 1.6736028997286585, 0.091759417, 38, 24.14095349966084, 93.66666666666667, 'High Risk'),
(51160, 63, 16, '14:45.9', 36.16660025820144, 96.45950604701781, 123, 75, 30, 'Male', 94.77013243, 1.9379489386151647, 0.093353179, 48, 25.23404234381521, 91, 'Low Risk'),
(51161, 97, 15, '13:45.9', 37.19249602406469, 96.58103352795305, 114, 76, 85, 'Female', 71.11960382349332, 1.5044280483344405, 0.13220917620621392, 38, 31.422916054157845, 88.66666666666667, 'High Risk'),
(51162, 71, 14, '12:45.9', 36.69239033, 96.45326458874034, 128, 73, 68, 'Female', 85.78257061835461, 1.9478511318201925, 0.1097343768670995, 55, 22.609321651292465, 91.33333333333333, 'Low Risk'),
(51163, 74, 18, '11:45.9', 37.06212683996542, 95.51264281083616, 123, 81, 53, 'Male', 73.89475633952563, 1.6848972506347142, 0.086707654, 42, 26.02955707937886, 95, 'Low Risk'),
(51164, 87, 13, '10:45.9', 36.736511859746955, 96.35186675298421, 112, 89, 80, 'Male', 89.57255448641159, 1.5163493257397251, 0.11585093425481247, 23, 38.956186372635294, 96.66666666666667, 'High Risk'),
(51165, 70, 13, '09:45.9', 37.10803633289636, 98.75598328599789, 127, 88, 54, 'Male', 97.42798214669665, 1.613344062954831, 0.11529122886379273, 39, 37.430852412286086, 101, 'High Risk'),
(51166, 64, 19, '08:45.9', 37.40444072275986, 97.39894666, 136, 71, 76, 'Male', 80.94778984000044, 1.5901225840204107, 0.14270980956214968, 65, 32.014283312024595, 92.66666666666666, 'High Risk'),
(51167, 82, 16, '07:45.9', 36.09020542096663, 99.56189369, 117, 83, 87, 'Male', 97.25447676238853, 1.5856707343647805, 0.11649130111945238, 34, 38.679743020942055, 94.33333333333333, 'High Risk'),
(51168, 97, 14, '06:45.9', 36.19713764003305, 98.17532475049742, 111, 70, 40, 'Male', 55.10276224876325, 1.8429809251419025, 0.098915145, 41, 16.223019476600253, 83.66666666666667, 'High Risk'),
(51169, 85, 17, '05:45.9', 36.041164926682704, 99.74064638, 110, 76, 89, 'Male', 50.90356347652813, 1.9680836789573055, 0.11166993697208624, 34, 13.141988000693262, 87.33333333333333, 'High Risk'),
(51170, 93, 15, '04:45.9', 36.36467823, 99.93606544029667, 139, 88, 81, 'Male', 99.02362035685712, 1.8874940180737505, 0.050440546, 51, 27.795061063660814, 105, 'High Risk'),
(51171, 69, 17, '03:45.9', 36.72683243102005, 98.42584063, 139, 81, 39, 'Female', 66.58601202332777, 1.9561157122078736, 0.089106054, 58, 17.40178993818767, 100.33333333333333, 'High Risk'),
(51172, 86, 12, '02:45.9', 36.83188625519481, 97.33291341724598, 118, 86, 56, 'Female', 58.414499885660085, 1.6628054763692486, 0.12926197980570997, 32, 21.126996993734533, 96.66666666666667, 'Low Risk'),
(51173, 99, 14, '01:45.9', 37.21435536251242, 95.56456174899311, 137, 73, 78, 'Female', 81.51360966, 1.6637665245906876, 0.059986024, 64, 29.447291910326104, 94.33333333333333, 'High Risk'),
(51174, 92, 19, '00:45.9', 37.42648068076508, 95.06090020754351, 124, 86, 37, 'Female', 96.1070716, 1.8216906773296835, 0.14483017795131065, 38, 28.960501146281683, 98.66666666666667, 'High Risk'),
(51175, 88, 14, '59:45.9', 36.25667854093165, 96.9129324, 122, 70, 30, 'Female', 53.75441065618337, 1.6135929663023347, 0.12449940921652362, 52, 20.645534005211065, 87.33333333333333, 'Low Risk'),
(51176, 69, 15, '58:45.9', 36.44718340080467, 99.54130683290799, 123, 83, 65, 'Male', 97.79733134501605, 1.770525050588233, 0.10869772450237589, 40, 31.19771974700013, 96.33333333333333, 'High Risk'),
(51177, 89, 13, '57:45.9', 36.55502979666893, 99.69269557, 113, 72, 57, 'Female', 74.03539203885782, 1.7447428391294963, 0.13303394937499913, 41, 24.320725798197977, 85.66666666666667, 'Low Risk'),
(51178, 78, 15, '56:45.9', 36.80511495633825, 99.91700692508323, 126, 83, 65, 'Female', 78.70219930676348, 1.512310884749391, 0.052924358, 43, 34.41158786, 97.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(51179, 71, 19, '55:45.9', 36.99263547243222, 96.01122845952065, 136, 72, 88, 'Male', 80.46994803859266, 1.5704430481431202, 0.057347143, 64, 32.627916190386365, 93.33333333333333, 'High Risk'),
(51180, 61, 16, '54:45.9', 36.97196275897724, 96.35491321149219, 118, 83, 55, 'Female', 98.47732463448556, 1.5796281547956386, 0.071778507, 35, 39.466308807780194, 94.66666666666667, 'High Risk'),
(51181, 90, 16, '53:45.9', 36.08072791429356, 97.36565238662929, 128, 70, 78, 'Female', 96.12604437819287, 1.9530450698929656, 0.10703235749302951, 58, 25.20092839, 89.33333333333333, 'Low Risk'),
(51182, 94, 13, '52:45.9', 37.00877461, 95.93899701052713, 111, 73, 43, 'Male', 75.56828968640008, 1.8345375764613956, 0.11010417876211152, 38, 22.453620057340473, 85.66666666666667, 'High Risk'),
(51183, 63, 15, '51:45.9', 36.408609376773946, 98.70152542692203, 129, 72, 70, 'Female', 56.44687551690041, 1.9115042206398505, 0.13310072935505202, 57, 15.448609126896196, 91, 'High Risk'),
(51184, 66, 18, '50:45.9', 37.09334036, 96.57499652940533, 131, 87, 61, 'Male', 68.0961537, 1.9409071127579332, 0.1076197530524631, 44, 18.076447285246342, 101.66666666666667, 'High Risk'),
(51185, 70, 13, '49:45.9', 36.815566394479305, 95.25511531766334, 130, 70, 51, 'Male', 77.62524124, 1.7051012100719893, 0.057810936, 60, 26.69946982676712, 90, 'Low Risk'),
(51186, 60, 17, '48:45.9', 37.14895719249331, 95.19714559931971, 139, 74, 88, 'Female', 81.10566380427747, 1.5410824096893543, 0.06531856, 65, 34.150687925282035, 95.66666666666666, 'High Risk'),
(51187, 73, 16, '47:45.9', 36.55394031055167, 97.62269572832483, 130, 80, 58, 'Male', 98.37188235484469, 1.6359977473656542, 0.077485677, 50, 36.754081924655985, 96.66666666666666, 'High Risk'),
(51188, 75, 17, '46:45.9', 36.757689479118255, 97.92177171035277, 114, 83, 51, 'Male', 73.41375436565737, 1.8834795611899156, 0.051484762, 31, 20.694532067971252, 93.33333333333333, 'Low Risk'),
(51189, 74, 14, '45:45.9', 37.207700090113164, 98.60092674427312, 126, 86, 88, 'Female', 88.82579535, 1.8416732240944103, 0.10216297730067211, 40, 26.18870097773115, 99.33333333333333, 'Low Risk'),
(51190, 86, 19, '44:45.9', 36.67010599668266, 99.93566225097203, 139, 81, 87, 'Female', 59.33565237350403, 1.8929921073839906, 0.09409176, 58, 16.558390299705266, 100.33333333333333, 'High Risk'),
(51191, 67, 18, '43:45.9', 37.428011107237765, 97.14212077935949, 136, 77, 21, 'Female', 92.87455353535896, 1.5327593321041684, 0.054798716, 59, 39.532001309678044, 96.66666666666666, 'High Risk'),
(51192, 93, 12, '42:45.9', 37.489414587404696, 96.19477188420187, 123, 81, 72, 'Male', 87.36304168875049, 1.9793885395052848, 0.082202304, 42, 22.29798625885604, 95, 'High Risk'),
(51193, 73, 15, '41:45.9', 36.63021026, 98.50188212268355, 130, 78, 83, 'Male', 63.602517814713465, 1.5743144828049918, 0.13143175591778428, 52, 25.66204881784978, 95.33333333333333, 'Low Risk'),
(51194, 73, 13, '40:45.9', 36.68614171022261, 98.76341929879281, 115, 76, 39, 'Male', 97.62777582415421, 1.6713585295863793, 0.13991595588415368, 39, 34.94895150260517, 89, 'High Risk'),
(51195, 81, 15, '39:45.9', 36.534080780831744, 95.29810779827311, 117, 79, 69, 'Male', 79.68644314810398, 1.9347718289161977, 0.097317454, 38, 21.28751327294315, 91.66666666666667, 'Low Risk'),
(51196, 93, 18, '38:45.9', 36.223652144820676, 95.70938946717405, 139, 89, 35, 'Female', 58.27729236, 1.7694233838076618, 0.1038992036913948, 50, 18.613834188713128, 105.66666666666666, 'High Risk'),
(51197, 89, 14, '37:45.9', 36.820502496755346, 95.84251225122537, 135, 89, 89, 'Female', 92.81354690335846, 1.793755100519609, 0.052445725, 46, 28.845964966695664, 104.33333333333333, 'Low Risk'),
(51198, 97, 13, '36:45.9', 37.013360119560936, 99.87754951249397, 117, 78, 43, 'Male', 78.28581098414766, 1.9393943570469063, 0.11353896480323433, 39, 20.813772324897613, 91, 'High Risk'),
(51199, 74, 19, '35:45.9', 36.267606446324436, 96.46048377, 125, 86, 58, 'Female', 50.19929961678055, 1.5348155594010113, 0.057658890831705494, 39, 21.31008938450024, 99, 'Low Risk'),
(51200, 79, 13, '34:45.9', 36.513424839683545, 95.01779686, 119, 83, 23, 'Female', 53.31410276891217, 1.7325992649304343, 0.1422001962815091, 36, 17.760118254736447, 95, 'High Risk'),
(51201, 99, 18, '33:45.9', 37.221322255034984, 99.70902947679608, 134, 75, 46, 'Female', 93.96327821547231, 1.912427425071835, 0.12698075140626974, 59, 25.691427398974984, 94.66666666666666, 'High Risk'),
(51202, 93, 13, '32:45.9', 37.13317458, 96.21473385646264, 120, 74, 84, 'Female', 71.90777413157821, 1.9967069199586742, 0.062933363, 46, 18.03628958005302, 89.33333333333333, 'High Risk'),
(51203, 82, 13, '31:45.9', 37.49924060044364, 97.35260956348267, 132, 86, 79, 'Male', 71.99332396819432, 1.7303814313427361, 0.062216175, 46, 24.044100440928766, 101.33333333333333, 'Low Risk'),
(51204, 93, 18, '30:45.9', 36.265231256807354, 99.35731579278642, 137, 79, 30, 'Male', 83.54466483956622, 1.6110477430136272, 0.058010312380681876, 58, 32.18858602103946, 98.33333333333333, 'High Risk'),
(51205, 86, 14, '29:45.9', 36.09611551822757, 95.18219711528366, 139, 82, 66, 'Female', 52.50409522545845, 1.9996896158147486, 0.1387711536011444, 57, 13.130098865170158, 101, 'High Risk'),
(51206, 99, 13, '28:45.9', 37.22964715226435, 95.09756693747366, 139, 74, 29, 'Female', 58.98887955440868, 1.916890251198026, 0.079720573, 65, 16.053718736853572, 95.66666666666666, 'High Risk'),
(51207, 76, 13, '27:45.9', 36.33500387181563, 95.76159449975454, 124, 72, 58, 'Male', 69.06373327, 1.9182147288241396, 0.087765773, 52, 18.769625518216497, 89.33333333333333, 'Low Risk'),
(51208, 60, 12, '26:45.9', 37.491100419127065, 95.05934283472884, 111, 74, 78, 'Female', 99.21669539019778, 1.6763551397635053, 0.14100716586517412, 37, 35.30633984216411, 86.33333333333333, 'High Risk'),
(51209, 70, 18, '25:45.9', 36.18118509364628, 96.08388234, 132, 87, 84, 'Male', 76.26757158867058, 1.505465764, 0.12514656540065525, 45, 33.65101369814804, 102, 'High Risk'),
(51210, 86, 13, '24:45.9', 36.997406723770084, 99.13876982508923, 136, 77, 40, 'Male', 75.52855016985976, 1.8050983941905572, 0.079752311, 59, 23.179784199296407, 96.66666666666666, 'Low Risk'),
(51211, 92, 18, '23:45.9', 37.25053995530255, 98.44105456380686, 132, 86, 23, 'Male', 63.39100734355026, 1.6105608156627949, 0.097763795, 46, 24.43843527829911, 101.33333333333333, 'High Risk'),
(51212, 63, 15, '22:45.9', 36.25977574234876, 98.18835511282496, 114, 85, 25, 'Female', 86.01534659914759, 1.5280193915391576, 0.12064638513358973, 29, 36.839880448876926, 94.66666666666667, 'High Risk'),
(51213, 80, 14, '21:45.9', 37.14904912860424, 97.27199774782584, 133, 76, 35, 'Female', 93.74370539674555, 1.890535269028178, 0.074463704, 57, 26.228445291185295, 95, 'Low Risk'),
(51214, 89, 19, '20:45.9', 37.239580207327656, 95.92824616027785, 112, 78, 80, 'Male', 95.58204616656458, 1.6236039397273834, 0.085770921, 34, 36.25902572331763, 89.33333333333333, 'High Risk'),
(51215, 82, 16, '19:45.9', 36.320246307830864, 99.99368280245484, 134, 86, 24, 'Male', 96.47022852600443, 1.6055308229423955, 0.066112013, 48, 37.42450046715314, 102, 'High Risk'),
(51216, 71, 12, '18:45.9', 36.82234463703264, 96.03936202690039, 111, 72, 50, 'Male', 92.06052321113992, 1.8748222225238995, 0.10529181580791006, 39, 26.191070739220482, 85, 'Low Risk'),
(51217, 64, 17, '17:45.9', 36.036104975208616, 99.76478802001681, 123, 83, 78, 'Male', 87.22529723257901, 1.6418130203441224, 0.056281548575978516, 40, 32.35899813920253, 96.33333333333333, 'High Risk'),
(51218, 95, 14, '16:45.9', 36.33128418167309, 97.88542754, 136, 83, 68, 'Female', 88.88283637013247, 1.589831059, 0.11827510397509917, 53, 35.16543150046504, 100.66666666666666, 'High Risk'),
(51219, 87, 14, '15:45.9', 36.72424479550068, 97.01254961234437, 114, 74, 66, 'Female', 90.81364109812907, 1.5388235750498231, 0.1240174937080985, 40, 38.35071157119315, 87.33333333333333, 'High Risk'),
(51220, 66, 17, '14:45.9', 36.95099572212494, 98.84506671, 115, 79, 47, 'Male', 99.16371526569137, 1.7652497911806218, 0.084505501, 36, 31.82295114587885, 91, 'High Risk'),
(51221, 79, 18, '13:45.9', 36.48647368771334, 96.74358139830399, 137, 72, 85, 'Female', 84.64711368645537, 1.751945864603435, 0.088921874, 65, 27.578509422021163, 93.66666666666666, 'Low Risk'),
(51222, 97, 17, '12:45.9', 36.656463433430304, 96.09616683288907, 112, 78, 83, 'Female', 71.25666663392545, 1.7342775370765284, 0.13856109888258877, 34, 23.69126793038332, 89.33333333333333, 'High Risk'),
(51223, 99, 18, '11:45.9', 36.63271838528974, 96.62104739453065, 125, 88, 76, 'Male', 66.77267538026854, 1.6920646581501955, 0.10248722018783615, 37, 23.321950454453187, 100.33333333333333, 'High Risk'),
(51224, 89, 19, '10:45.9', 36.36761622263843, 96.58370375910691, 126, 75, 50, 'Female', 67.91425776715728, 1.879568615427883, 0.1430814371048721, 51, 19.224036807543417, 92, 'Low Risk'),
(51225, 68, 17, '09:45.9', 36.61402514158055, 96.52924914468542, 134, 81, 79, 'Female', 87.04433311, 1.7625968112920978, 0.063154653, 53, 28.017832981034644, 98.66666666666666, 'Low Risk'),
(51226, 82, 19, '08:45.9', 37.362359364320334, 98.08392580120295, 126, 73, 46, 'Male', 99.04714755, 1.7151749835298655, 0.14437424131230991, 53, 33.66860367285872, 90.66666666666666, 'High Risk'),
(51227, 98, 16, '07:45.9', 37.114120140819274, 95.61434815421084, 118, 77, 36, 'Male', 79.06116114766542, 1.8130738328607099, 0.1009797007883971, 41, 24.050948501752732, 90.66666666666667, 'High Risk'),
(51228, 68, 12, '06:45.9', 36.650667377929175, 99.23985165245399, 137, 70, 50, 'Female', 60.424908663529024, 1.8604499913482138, 0.10996824702982205, 67, 17.457417612820795, 92.33333333333333, 'High Risk'),
(51229, 68, 15, '05:45.9', 36.732379990572376, 98.66446195509037, 111, 77, 35, 'Female', 77.29639186661734, 1.9838219824890082, 0.12895185561299366, 34, 19.640558137904513, 88.33333333333333, 'Low Risk'),
(51230, 83, 18, '04:45.9', 36.44151212690641, 96.70192617834329, 133, 83, 88, 'Male', 73.52079219387596, 1.5094913210379644, 0.1370178305676863, 50, 32.26628290264017, 99.66666666666666, 'High Risk'),
(51231, 94, 12, '03:45.9', 37.205494958433626, 95.68305116377046, 113, 78, 30, 'Male', 88.28464040114267, 1.8127807464888117, 0.051651779391923794, 35, 26.865479267115813, 89.66666666666667, 'High Risk'),
(51232, 79, 19, '02:45.9', 36.413942863940875, 99.42525240096035, 117, 76, 25, 'Male', 87.25084507, 1.8143986894860409, 0.14205544242967771, 41, 26.50355890232364, 89.66666666666667, 'Low Risk'),
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(51409, 65, 14, '05:45.9', 36.60085961625345, 97.78986361507134, 129, 76, 53, 'Male', 60.57398788502741, 1.5498678402622506, 0.061292812, 53, 25.217198255706325, 93.66666666666666, 'Low Risk'),
(51410, 94, 15, '04:45.9', 36.98332085803505, 98.04337477, 137, 75, 59, 'Female', 79.44849139, 1.7547577767621758, 0.079889917, 62, 25.801877167020606, 95.66666666666666, 'High Risk'),
(51411, 69, 12, '03:45.9', 37.41097171481594, 96.8282834, 124, 70, 23, 'Male', 90.12991515515021, 1.737154633336334, 0.055238609, 54, 29.867027662987567, 88, 'Low Risk'),
(51412, 90, 19, '02:45.9', 36.72505866, 95.67074459952354, 110, 73, 67, 'Female', 55.124835990920005, 1.7265904173994828, 0.054229534160392806, 37, 18.49135165916137, 85.33333333333333, 'High Risk'),
(51413, 95, 19, '01:45.9', 37.43878264054285, 98.9976585, 117, 81, 81, 'Female', 52.531558832707184, 1.8687585676224931, 0.10469548596885894, 36, 15.042287839865027, 93, 'High Risk'),
(51414, 62, 16, '00:45.9', 36.30508784113804, 97.57920762737841, 113, 82, 23, 'Female', 62.80458433729157, 1.638309440894178, 0.059799714150020944, 31, 23.399117475351982, 92.33333333333333, 'Low Risk'),
(51415, 91, 14, '59:45.9', 37.309417219762246, 97.56052948744565, 131, 73, 69, 'Female', 54.61977551005196, 1.9784826849418151, 0.13468845935332488, 58, 13.95357217825458, 92.33333333333333, 'High Risk'),
(51416, 65, 15, '58:45.9', 36.12629069795063, 99.37006942910702, 114, 73, 25, 'Male', 66.78900420584561, 1.6265635489212142, 0.054746787563603384, 41, 25.244274689345794, 86.66666666666667, 'Low Risk'),
(51417, 99, 14, '57:45.9', 37.17404859092225, 95.75420817167488, 126, 71, 63, 'Female', 58.384381664725694, 1.5180854634929788, 0.12212037946379767, 55, 25.334027737131915, 89.33333333333333, 'High Risk'),
(51418, 95, 12, '56:45.9', 36.26732504516021, 98.26460192006684, 137, 74, 59, 'Female', 66.15321467, 1.9201509477346903, 0.053554402, 63, 17.94238665046964, 95, 'High Risk'),
(51419, 64, 16, '55:45.9', 36.709622705714175, 96.86627974291972, 121, 82, 33, 'Male', 76.34035146118694, 1.774299572027041, 0.143910277, 39, 24.249358798088817, 95, 'Low Risk'),
(51420, 95, 12, '54:45.9', 36.45256235919661, 99.79159129047775, 123, 83, 58, 'Male', 53.187936680563496, 1.6077009925671213, 0.14799917947212138, 40, 20.57797253696667, 96.33333333333333, 'High Risk'),
(51421, 93, 14, '53:45.9', 36.866752923707836, 98.09468523, 131, 71, 32, 'Female', 81.74843720047264, 1.626938512602349, 0.119965363, 60, 30.884258532888786, 91, 'High Risk'),
(51422, 87, 18, '52:45.9', 36.47709805528781, 95.10625091897246, 127, 71, 27, 'Female', 97.16600181965174, 1.5626050645128868, 0.087578509, 56, 39.79384258692611, 89.66666666666666, 'High Risk'),
(51423, 92, 19, '51:45.9', 36.99115720612031, 95.22205695907405, 115, 86, 36, 'Female', 65.31304532038274, 1.9516610142974693, 0.085018301, 29, 17.147118930749436, 95.66666666666667, 'High Risk'),
(51424, 80, 12, '50:45.9', 37.49788767150202, 97.81492958125912, 116, 76, 23, 'Female', 81.06724546126398, 1.5248577130136909, 0.11847131114425612, 40, 34.864767623190495, 89.33333333333333, 'High Risk'),
(51425, 91, 19, '49:45.9', 37.48103616796941, 97.33554524417808, 116, 89, 53, 'Female', 57.266168273388686, 1.8572595173915871, 0.055625332211658274, 27, 16.601714461418055, 98, 'High Risk'),
(51426, 89, 18, '48:45.9', 36.49082759251429, 99.17496218649184, 127, 84, 54, 'Female', 91.91565516674132, 1.6337768620315751, 0.088110969, 43, 34.435310616772455, 98.33333333333333, 'High Risk'),
(51427, 84, 17, '47:45.9', 37.16526900146642, 97.95678166878413, 133, 82, 64, 'Male', 64.21833243187318, 1.746852607493237, 0.10047922133170412, 51, 21.044882196064904, 99, 'Low Risk'),
(51428, 89, 14, '46:45.9', 36.98062135, 95.08590338539238, 114, 77, 29, 'Female', 98.46814870838128, 1.5340321362374372, 0.079864925, 37, 41.843389541111904, 89.33333333333333, 'High Risk'),
(51429, 81, 16, '45:45.9', 36.54857801187968, 99.63925878935919, 111, 77, 86, 'Male', 89.45216921604224, 1.8896236856753195, 0.1439008057339515, 34, 25.051874572938704, 88.33333333333333, 'Low Risk'),
(51430, 97, 18, '44:45.9', 37.372134101586575, 98.78167123154572, 117, 84, 60, 'Male', 58.64838438592106, 1.9238512920653454, 0.084342937, 33, 15.845759285475925, 95, 'High Risk'),
(51431, 84, 17, '43:45.9', 36.737146987552194, 99.79767331956421, 120, 82, 35, 'Female', 74.39564438369138, 1.595196597, 0.12047712616506079, 38, 29.23607591841941, 94.66666666666667, 'Low Risk'),
(51432, 74, 19, '42:45.9', 36.218807767350285, 99.45066338237486, 134, 81, 62, 'Male', 84.11910446317154, 1.8531193000730237, 0.11015529820046707, 53, 24.49558874529344, 98.66666666666666, 'Low Risk'),
(51433, 80, 12, '41:45.9', 36.26921577442524, 96.53058332715312, 128, 86, 31, 'Male', 53.228203293771244, 1.5244967990378977, 0.14726486774954783, 42, 22.90281016012928, 100, 'Low Risk'),
(51434, 93, 12, '40:45.9', 37.20309673151959, 95.03179557, 139, 71, 78, 'Male', 68.74221297708702, 1.907482845791313, 0.093986215, 68, 18.89305666103648, 93.66666666666666, 'High Risk'),
(51435, 66, 15, '39:45.9', 36.240556490894754, 99.98415975085977, 124, 87, 18, 'Male', 84.96476594, 1.8622534725946172, 0.070736189, 37, 24.49972896007494, 99.33333333333333, 'Low Risk'),
(51436, 65, 12, '38:45.9', 37.18402844556447, 95.15818684841733, 119, 84, 33, 'Male', 67.47558467401004, 1.529723495924302, 0.064788624, 35, 28.83505484241623, 95.66666666666667, 'Low Risk'),
(51437, 71, 15, '37:45.9', 37.22835511428491, 97.28488074142336, 128, 88, 84, 'Male', 65.36062965, 1.8096584371116207, 0.12318487963847038, 40, 19.958275046405895, 101.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(51439, 68, 15, '35:45.9', 36.19662078888914, 99.55250091417146, 115, 70, 23, 'Male', 94.71310862363141, 1.8759983220730492, 0.14789796453673265, 45, 26.91195201932223, 85, 'Low Risk'),
(51440, 71, 19, '34:45.9', 37.208707553618794, 95.21984164830107, 125, 84, 44, 'Female', 86.40056094, 1.822438158, 0.073233566, 41, 26.014229171143977, 97.66666666666667, 'Low Risk'),
(51441, 73, 19, '33:45.9', 37.10434116166156, 95.14029635552313, 133, 87, 31, 'Female', 78.11979899, 1.6145091657475974, 0.1368090608000454, 46, 29.969540708577824, 102.33333333333333, 'Low Risk'),
(51442, 83, 13, '32:45.9', 36.53462726285711, 97.12622577338996, 122, 70, 43, 'Female', 95.02923004, 1.6452657655946794, 0.13229299241889614, 52, 35.106302307572285, 87.33333333333333, 'High Risk'),
(51443, 70, 18, '31:45.9', 37.04673182658246, 97.90634903615093, 138, 75, 49, 'Male', 70.38805126901735, 1.5149592843683757, 0.061586967338562615, 63, 30.66881669, 96, 'High Risk'),
(51444, 97, 17, '30:45.9', 37.154578964223234, 95.29882253020243, 115, 77, 72, 'Male', 68.55496096603596, 1.9796578777918503, 0.10036839161609676, 38, 17.49277068494778, 89.66666666666667, 'High Risk'),
(51445, 80, 18, '29:45.9', 36.180017504679974, 96.77509713839545, 130, 70, 79, 'Female', 69.93048163132039, 1.9798510964294664, 0.1411472201966178, 60, 17.840271629715087, 90, 'High Risk'),
(51446, 60, 17, '28:45.9', 36.29771203051718, 98.23970129206103, 112, 82, 75, 'Female', 80.80743544846781, 1.7989859831400057, 0.099661788, 30, 24.968690431468087, 92, 'Low Risk'),
(51447, 78, 15, '27:45.9', 36.58775680197433, 99.08920213765072, 131, 71, 59, 'Female', 95.99766865833483, 1.5183657165805355, 0.065993036, 60, 41.63973028511777, 91, 'High Risk'),
(51448, 91, 17, '26:45.9', 36.25326760434843, 98.82302666893644, 127, 74, 76, 'Male', 99.63784477088164, 1.8497907595856353, 0.14064047368132598, 53, 29.119178161854105, 91.66666666666666, 'High Risk'),
(51449, 78, 13, '25:45.9', 36.89821192948325, 96.56637858, 120, 73, 42, 'Female', 78.86789046143906, 1.770567430192881, 0.096283905, 47, 25.15795190100154, 88.66666666666667, 'Low Risk'),
(51450, 68, 14, '24:45.9', 36.86569712455598, 95.59463318310466, 115, 87, 71, 'Male', 74.57147769695685, 1.930842700854718, 0.052328236, 28, 20.002255000497723, 96.33333333333333, 'Low Risk'),
(51451, 65, 15, '23:45.9', 37.36996269589705, 95.75046072542025, 126, 81, 55, 'Male', 66.01209253670679, 1.6963616852602834, 0.12352439351497799, 45, 22.93963959000078, 96, 'Low Risk'),
(51452, 79, 19, '22:45.9', 36.39037444336325, 95.83469412200044, 136, 82, 86, 'Female', 79.60626610546053, 1.6063289267114402, 0.12230858675351006, 54, 30.85164274162439, 100, 'High Risk'),
(51453, 81, 18, '21:45.9', 36.27166280881501, 97.2527461, 132, 79, 86, 'Female', 96.44519569278611, 1.7966722293331088, 0.082280833, 53, 29.87740598380231, 96.66666666666666, 'Low Risk'),
(51454, 94, 13, '20:45.9', 36.06494464067789, 96.56975520885089, 135, 80, 68, 'Female', 80.72183336010454, 1.7149487384671305, 0.10583946743697656, 55, 27.44661124017415, 98.33333333333333, 'High Risk'),
(51455, 82, 18, '19:45.9', 36.77955308383303, 97.82626562441298, 129, 84, 78, 'Male', 86.08169758584779, 1.8217022196374009, 0.064863922, 45, 25.939168360390315, 99, 'Low Risk'),
(51456, 77, 14, '18:45.9', 36.002685810374565, 99.88318976, 137, 77, 75, 'Female', 50.00982030728201, 1.5910191154394973, 0.12998866198281017, 60, 19.75624935347226, 97, 'Low Risk'),
(51457, 62, 18, '17:45.9', 37.253089193635425, 95.14432107317377, 114, 70, 50, 'Male', 64.97411738087511, 1.9231690522710363, 0.10859204772838288, 44, 17.567318098096443, 84.66666666666667, 'High Risk'),
(51458, 72, 16, '16:45.9', 36.65540950133367, 99.89943611217942, 136, 83, 37, 'Male', 55.92813192015757, 1.679977317126657, 0.11597369652520549, 53, 19.816341482999146, 100.66666666666666, 'Low Risk'),
(51459, 96, 13, '15:45.9', 36.72921851376265, 99.73746961887541, 122, 85, 52, 'Male', 68.35275592, 1.6521477030150522, 0.06705811, 37, 25.04138167978857, 97.33333333333333, 'High Risk'),
(51460, 93, 12, '14:45.9', 37.12071985609381, 99.31390963, 111, 71, 89, 'Male', 79.40553305759869, 1.5637720171539113, 0.083554159, 40, 32.47161512216363, 84.33333333333333, 'High Risk'),
(51461, 76, 15, '13:45.9', 36.81758215687572, 96.92410676391005, 133, 83, 40, 'Female', 92.40691666681026, 1.8116780759310502, 0.068867736, 50, 28.154150118856926, 99.66666666666666, 'Low Risk'),
(51462, 99, 14, '12:45.9', 36.823176239985806, 95.61266651060372, 121, 72, 78, 'Female', 53.17515473954804, 1.8092563976890523, 0.13061751395436624, 49, 16.24458153826354, 88.33333333333333, 'High Risk'),
(51463, 71, 13, '11:45.9', 36.85156925651397, 99.75330805145892, 130, 78, 83, 'Male', 94.39373637837406, 1.8201412716532828, 0.060668005051544086, 52, 28.492659118255066, 95.33333333333333, 'Low Risk'),
(51464, 93, 14, '10:45.9', 36.182430635819884, 99.82844647206358, 114, 73, 22, 'Male', 54.016525407977795, 1.9655702165188207, 0.1377337376657986, 41, 13.981363249528002, 86.66666666666667, 'High Risk'),
(51465, 81, 18, '09:45.9', 37.161037841460654, 97.60683163, 128, 80, 37, 'Male', 73.08513368724525, 1.858323421037818, 0.054991197264234015, 48, 21.163448941346445, 96, 'Low Risk'),
(51466, 94, 18, '08:45.9', 36.412933409003124, 96.32455445871226, 116, 83, 85, 'Male', 54.09789973676358, 1.986660065954465, 0.13646118575640898, 33, 13.706711774747498, 94, 'High Risk'),
(51467, 81, 12, '07:45.9', 36.27650183679085, 96.19474648514075, 131, 70, 41, 'Female', 96.29845727896947, 1.9759226147723097, 0.14490710539689372, 61, 24.664906077173402, 90.33333333333333, 'Low Risk'),
(51468, 60, 18, '06:45.9', 37.27157510637169, 96.13787736294235, 138, 80, 64, 'Female', 72.14955030231793, 1.9535615505658435, 0.13977301235139977, 58, 18.905119656320483, 99.33333333333333, 'Low Risk'),
(51469, 61, 14, '05:45.9', 37.034171543585884, 95.23483312705804, 129, 75, 84, 'Male', 95.32767908906523, 1.5403578796737987, 0.11629997853918657, 54, 40.17683768119661, 93, 'High Risk'),
(51470, 60, 16, '04:45.9', 37.14507616830838, 97.04292476, 114, 84, 79, 'Male', 65.60897553437682, 1.9423072089954818, 0.0954592, 30, 17.39111441, 94, 'High Risk'),
(51471, 80, 17, '03:45.9', 37.344646395941254, 98.87579689264842, 117, 86, 89, 'Male', 92.32203052755278, 1.9397912063816907, 0.10556100666967763, 31, 24.53552613, 96.33333333333333, 'Low Risk'),
(51472, 61, 18, '02:45.9', 36.65507229964237, 96.60601894356031, 136, 87, 22, 'Male', 58.01653532748038, 1.6930226232086802, 0.10253755800782846, 49, 20.240734434672476, 103.33333333333333, 'Low Risk'),
(51473, 87, 17, '01:45.9', 37.26977096, 99.93412156501284, 110, 70, 42, 'Male', 85.22187508808744, 1.9675104617043173, 0.140330756, 40, 22.014913578688198, 83.33333333333333, 'Low Risk'),
(51474, 87, 12, '00:45.9', 36.004636025360355, 95.21375232777453, 133, 80, 60, 'Male', 77.71083182, 1.926701270600702, 0.13536013208098274, 53, 20.934027490180803, 97.66666666666666, 'Low Risk'),
(51475, 68, 16, '59:45.9', 36.688087926994676, 98.42725093349875, 131, 87, 46, 'Male', 51.10411088799736, 1.5882099429700065, 0.11274465659243582, 44, 20.260026805726582, 101.66666666666667, 'Low Risk'),
(51476, 62, 19, '58:45.9', 37.161708362842546, 99.79599255889693, 111, 89, 42, 'Male', 71.32609579692972, 1.8646141347254632, 0.086959623, 22, 20.51495215258677, 96.33333333333333, 'Low Risk'),
(51477, 73, 13, '57:45.9', 36.78384686294449, 96.91930966760314, 117, 75, 41, 'Male', 67.74681909261288, 1.743267916193797, 0.060960691, 42, 22.29259540992947, 89, 'Low Risk'),
(51478, 94, 19, '56:45.9', 36.860970234091994, 98.60701415475289, 124, 73, 34, 'Female', 94.91390851616902, 1.7126713895268755, 0.067088158, 51, 32.35800756, 90, 'High Risk'),
(51479, 69, 14, '55:45.9', 36.12142354, 95.03529571293149, 130, 71, 60, 'Male', 88.70784884139476, 1.5074776753337966, 0.083972812, 59, 39.03554697950482, 90.66666666666666, 'High Risk'),
(51480, 81, 12, '54:45.9', 36.088834727127214, 98.58094877282483, 135, 87, 29, 'Female', 99.66336755, 1.5454299894808636, 0.076214175, 48, 41.72889517593954, 103, 'High Risk'),
(51481, 82, 17, '53:45.9', 36.35694867868347, 96.86575089, 112, 86, 30, 'Male', 66.02422430708177, 1.9693361260777573, 0.144624157, 26, 17.024078451007522, 94.66666666666667, 'High Risk'),
(51482, 89, 19, '52:45.9', 36.319179715530225, 96.75127389188407, 111, 89, 53, 'Male', 62.320558052266826, 1.9122268604929786, 0.14966394980585387, 22, 17.04325354978737, 96.33333333333333, 'High Risk'),
(51483, 71, 19, '51:45.9', 36.80813754295445, 95.48560152980387, 126, 86, 41, 'Male', 82.38482222228325, 1.6228249543704698, 0.13692107297150397, 40, 31.28267295166892, 99.33333333333333, 'High Risk'),
(51484, 85, 13, '50:45.9', 37.065914370932234, 95.40912514290528, 122, 81, 76, 'Male', 74.01452998315915, 1.909203155345525, 0.14171363702237672, 41, 20.30545374481608, 94.66666666666667, 'Low Risk'),
(51485, 64, 14, '49:45.9', 36.77084502761227, 97.87483441631704, 113, 73, 85, 'Male', 66.74515919150033, 1.5372562426369294, 0.062984406, 40, 28.244067616512396, 86.33333333333333, 'Low Risk'),
(51486, 69, 16, '48:45.9', 37.39787208931524, 99.77145595904472, 112, 81, 71, 'Male', 68.99053517708538, 1.900943529, 0.10726316019205043, 31, 19.091984917352395, 91.33333333333333, 'Low Risk'),
(51487, 62, 13, '47:45.9', 36.181889143844096, 99.259302, 129, 79, 20, 'Female', 61.44764715510529, 1.7911730910468955, 0.080588545, 50, 19.152706167207658, 95.66666666666666, 'Low Risk'),
(51488, 96, 12, '46:45.9', 37.34062583629215, 95.47160862915656, 134, 87, 24, 'Female', 75.70055966, 1.5146221737653716, 0.054977073785392044, 47, 32.99821662630972, 102.66666666666667, 'High Risk'),
(51489, 76, 17, '45:45.9', 36.37865471046729, 98.75711210308057, 120, 87, 86, 'Male', 96.78528579894993, 1.6976482826249033, 0.13745888540987056, 33, 33.58256777707091, 98, 'High Risk'),
(51490, 68, 16, '44:45.9', 36.46625152, 96.03874654, 137, 70, 81, 'Male', 66.83831246554342, 1.6325505060589696, 0.13845389288204252, 67, 25.077961108154824, 92.33333333333333, 'Low Risk'),
(51491, 89, 14, '43:45.9', 37.416483867605876, 99.89952180428678, 110, 75, 24, 'Male', 52.97993321248536, 1.672371663950437, 0.12179210885953173, 35, 18.942871170142556, 86.66666666666667, 'Low Risk'),
(51492, 79, 14, '42:45.9', 36.00382770774407, 96.38721001, 139, 70, 47, 'Male', 89.46978451024044, 1.9736345699574982, 0.14558656760291153, 69, 22.96904318, 93, 'Low Risk'),
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(51669, 97, 15, '45:45.9', 36.528860313411386, 97.67135314424051, 133, 81, 76, 'Female', 63.636785409114495, 1.5574104916588516, 0.14946946642481576, 52, 26.236266954568055, 98.33333333333333, 'High Risk'),
(51670, 81, 16, '44:45.9', 36.303233517870915, 97.83516562, 117, 73, 42, 'Male', 73.77134579309079, 1.8107438157646434, 0.1485141053011806, 44, 22.499542377559102, 87.66666666666667, 'Low Risk'),
(51671, 73, 16, '43:45.9', 37.44239920384947, 99.10053327, 114, 89, 51, 'Female', 75.72359523316365, 1.5797365848783644, 0.14874827025656961, 25, 30.343234492398775, 97.33333333333333, 'High Risk'),
(51672, 60, 13, '42:45.9', 37.02617838058417, 95.92256531754037, 130, 75, 39, 'Female', 74.09765821619116, 1.7024340410042371, 0.087329292, 55, 25.56606527838066, 93.33333333333333, 'Low Risk'),
(51673, 99, 18, '41:45.9', 36.88673551842072, 97.41141673077452, 128, 75, 28, 'Female', 95.92593299470013, 1.6793090723345427, 0.067624498, 53, 34.015335861461175, 92.66666666666666, 'High Risk'),
(51674, 84, 15, '40:45.9', 37.15817519112481, 98.3564386, 113, 71, 21, 'Male', 54.45199905577984, 1.781598944085496, 0.1252086277231707, 42, 17.155126903432723, 85, 'High Risk'),
(51675, 98, 18, '39:45.9', 36.72252378660323, 97.43493001667939, 137, 76, 87, 'Female', 88.00662627319905, 1.775010817830169, 0.097567321, 61, 27.93272876367346, 96.33333333333333, 'High Risk'),
(51676, 61, 19, '38:45.9', 36.719206288489325, 96.27034995856403, 113, 77, 72, 'Female', 78.17229785001702, 1.959042214967526, 0.14423497549203435, 36, 20.368792729565843, 89, 'Low Risk'),
(51677, 99, 13, '37:45.9', 36.11952854257915, 95.54661688823106, 137, 77, 87, 'Female', 67.01785179034685, 1.6674814163368656, 0.08450135, 60, 24.102855532251052, 97, 'High Risk'),
(51678, 79, 14, '36:45.9', 36.10159313802019, 98.73085106003512, 128, 86, 29, 'Male', 77.73441415187887, 1.720503153, 0.052185652, 42, 26.260463315337063, 100, 'Low Risk'),
(51679, 72, 17, '35:45.9', 36.07395577547476, 97.63254916172471, 120, 84, 88, 'Female', 86.19129838373917, 1.5381763055688245, 0.054816220432300694, 36, 36.42933041120062, 96, 'High Risk'),
(51680, 66, 14, '34:45.9', 37.46692763557554, 95.13138534840577, 128, 74, 46, 'Female', 60.41241316610836, 1.9009340910920112, 0.10577704740654606, 54, 16.718298118626098, 92, 'High Risk'),
(51681, 62, 14, '33:45.9', 36.10708052265096, 95.50654200295436, 110, 71, 34, 'Male', 80.96798564726592, 1.9053725008393543, 0.078603262, 39, 22.30250004221416, 84, 'Low Risk'),
(51682, 62, 14, '32:45.9', 37.23951695, 99.27791163391373, 133, 84, 33, 'Female', 60.43515204, 1.971903833764493, 0.093876802, 49, 15.54240267, 100.33333333333333, 'High Risk'),
(51683, 96, 16, '31:45.9', 37.047536638215135, 97.86320792055352, 138, 77, 45, 'Female', 93.71170734954549, 1.8307222200021456, 0.11671741160693273, 61, 27.960758275250356, 97.33333333333333, 'High Risk'),
(51684, 78, 14, '30:45.9', 36.47168819755434, 97.47574635646599, 120, 86, 61, 'Male', 61.95740047612722, 1.9132735521457505, 0.077451375, 34, 16.925404304048243, 97.33333333333333, 'High Risk'),
(51685, 75, 17, '29:45.9', 37.29196058731554, 96.13932598364325, 120, 87, 69, 'Female', 89.24785862572034, 1.6842685727348525, 0.1294261521465817, 33, 31.461187749143246, 98, 'High Risk'),
(51686, 87, 18, '28:45.9', 36.18669650871409, 95.45179742459794, 127, 70, 29, 'Female', 95.77874874976013, 1.599526474400152, 0.10334683473317721, 57, 37.43572892142826, 89, 'High Risk'),
(51687, 61, 17, '27:45.9', 36.259130771099414, 99.33971446822306, 113, 75, 83, 'Male', 83.00190952223682, 1.8671138344943508, 0.075245129, 38, 23.80929247658703, 87.66666666666667, 'Low Risk'),
(51688, 98, 17, '26:45.9', 36.898227561343795, 96.28262696066577, 123, 87, 35, 'Male', 80.06214284, 1.7892169155415694, 0.11718977565988435, 36, 25.009281727153446, 99, 'High Risk'),
(51689, 89, 19, '25:45.9', 36.907654682738006, 97.41216213074811, 124, 89, 36, 'Female', 95.62997053892096, 1.5380580228277503, 0.076717088, 35, 40.424865456492995, 100.66666666666667, 'High Risk'),
(51690, 71, 13, '24:45.9', 36.930253657346114, 96.85674681706831, 120, 85, 29, 'Female', 81.00193350814732, 1.7945059169441808, 0.086450727, 35, 25.15391541984168, 96.66666666666667, 'Low Risk'),
(51691, 81, 19, '23:45.9', 36.65081913738526, 99.92660534, 111, 77, 83, 'Female', 84.35250926278937, 1.5885931012960819, 0.065185314, 34, 33.42509588423192, 88.33333333333333, 'High Risk'),
(51692, 64, 17, '22:45.9', 37.46450098103282, 99.26444158824536, 127, 74, 70, 'Male', 61.61758037232954, 1.5797722284796374, 0.1052218548127612, 53, 24.689693036219857, 91.66666666666666, 'Low Risk'),
(51693, 85, 19, '21:45.9', 37.04133287653806, 99.70832393154527, 111, 88, 25, 'Male', 76.41625459495926, 1.9915754172548286, 0.081089421, 23, 19.266030068370675, 95.66666666666667, 'Low Risk'),
(51694, 86, 19, '20:45.9', 36.29249571909857, 97.06830262, 119, 74, 43, 'Female', 87.90088637608085, 1.7526962114893385, 0.057366435, 45, 28.61409130392595, 89, 'Low Risk'),
(51695, 94, 16, '19:45.9', 36.864905234515355, 98.90443325582146, 139, 74, 58, 'Female', 64.73215400299293, 1.8165959333418735, 0.057793949161735775, 65, 19.61568069406006, 95.66666666666666, 'High Risk'),
(51696, 94, 13, '18:45.9', 36.79948916968732, 98.13459749953962, 136, 80, 74, 'Female', 98.32640871, 1.623066875257154, 0.084815544, 56, 37.32478788455725, 98.66666666666666, 'High Risk'),
(51697, 88, 15, '17:45.9', 37.42873637891336, 98.69206734098378, 135, 89, 46, 'Male', 79.92522545389555, 1.5839855417030315, 0.055442024, 46, 31.855281246360704, 104.33333333333333, 'High Risk'),
(51698, 93, 16, '16:45.9', 36.72604519351434, 97.58323197602468, 131, 75, 29, 'Female', 76.58486254245051, 1.635646987085563, 0.056312520352182684, 56, 28.626205273554284, 93.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(51699, 73, 14, '15:45.9', 36.66033021604675, 98.44520847, 128, 77, 21, 'Female', 98.90938270309368, 1.8815351722574203, 0.099006857, 51, 27.93912553889144, 94, 'Low Risk'),
(51700, 64, 12, '14:45.9', 37.25963729857983, 97.86618575, 132, 78, 47, 'Male', 99.80222486031633, 1.8728820707308418, 0.055887837, 54, 28.452429684460515, 96, 'Low Risk'),
(51701, 86, 19, '13:45.9', 37.03096310597223, 98.92332205052843, 122, 71, 37, 'Female', 90.28348624835343, 1.7718578084114704, 0.081152815, 51, 28.757464155634835, 88, 'Low Risk'),
(51702, 72, 15, '12:45.9', 36.16286356722932, 99.70522262819362, 117, 82, 29, 'Female', 95.34161784807368, 1.6367289244028904, 0.092791785, 35, 35.59008313223438, 93.66666666666667, 'High Risk'),
(51703, 69, 12, '11:45.9', 36.38684486, 95.84949658531806, 121, 86, 24, 'Male', 97.65174767, 1.5804393184690608, 0.11918339548091698, 35, 39.09528370261505, 97.66666666666667, 'High Risk'),
(51704, 65, 18, '10:45.9', 37.41437971598093, 95.09177808, 122, 71, 33, 'Female', 51.39134309192398, 1.541994428424784, 0.13998347203043887, 51, 21.6134631, 88, 'Low Risk'),
(51705, 69, 16, '09:45.9', 36.37131217430583, 98.17744493, 137, 76, 23, 'Male', 87.30268834153614, 1.7137574159161393, 0.11801890818740225, 61, 29.725483204848302, 96.33333333333333, 'Low Risk'),
(51706, 69, 16, '08:45.9', 36.292350511879675, 98.78703239757867, 120, 86, 31, 'Female', 60.34269019131559, 1.6934495855764753, 0.085095101, 34, 21.041666051388688, 97.33333333333333, 'Low Risk'),
(51707, 85, 14, '07:45.9', 36.58639047385621, 96.95640913269258, 132, 87, 74, 'Male', 90.08417030069485, 1.6553963720622353, 0.12394169823026252, 45, 32.87338944607875, 102, 'High Risk'),
(51708, 62, 17, '06:45.9', 36.62815042014613, 95.08613875, 112, 72, 50, 'Male', 88.97973437988796, 1.8146980645663742, 0.12225329231185818, 40, 27.019813863648782, 85.33333333333333, 'Low Risk'),
(51709, 64, 12, '05:45.9', 36.63720146094479, 97.03111465481923, 120, 73, 52, 'Male', 83.10788274133648, 1.5415869006721163, 0.061724423, 47, 34.970850588483216, 88.66666666666667, 'High Risk'),
(51710, 93, 16, '04:45.9', 36.18270796639234, 98.21096843128997, 121, 75, 76, 'Female', 71.22092707, 1.7090150170115024, 0.084656476, 46, 24.38461285253167, 90.33333333333333, 'High Risk'),
(51711, 65, 15, '03:45.9', 36.35504783797233, 95.58406579869326, 113, 74, 65, 'Male', 64.77133825668221, 1.6917908234353913, 0.095401752, 39, 22.630259828969653, 87, 'Low Risk'),
(51712, 63, 17, '02:45.9', 36.08915744583873, 97.83245349292645, 118, 70, 48, 'Female', 61.562058760700396, 1.6425371161508153, 0.13748983308619167, 48, 22.81827191110214, 86, 'Low Risk'),
(51713, 65, 19, '01:45.9', 36.04428819754242, 97.21555399, 116, 83, 50, 'Female', 93.35390280488032, 1.987946885776659, 0.13141050546000185, 33, 23.62234052072632, 94, 'Low Risk'),
(51714, 63, 12, '00:45.9', 37.417121686535054, 98.82555620595356, 127, 83, 27, 'Female', 99.69094941898112, 1.809235040163939, 0.11377280900445089, 44, 30.455501232888327, 97.66666666666667, 'High Risk'),
(51715, 71, 19, '59:45.9', 37.360162296317085, 97.47259084, 138, 79, 58, 'Female', 74.20527670637574, 1.964331168744831, 0.096868039, 59, 19.231155223150452, 98.66666666666666, 'Low Risk'),
(51716, 70, 16, '58:45.9', 37.23283500649426, 99.90987841165105, 132, 76, 55, 'Female', 89.82076595548122, 1.873586988090163, 0.082776448, 56, 25.58756924945698, 94.66666666666666, 'Low Risk'),
(51717, 75, 17, '57:45.9', 37.227263353843256, 98.36839940278502, 130, 81, 18, 'Female', 80.46661414, 1.8314521659519436, 0.094932629, 49, 23.989686198003227, 97.33333333333333, 'Low Risk'),
(51718, 95, 17, '56:45.9', 37.45821912090471, 96.50058830593996, 126, 72, 23, 'Male', 92.66142094075005, 1.8462207525422374, 0.089721444, 54, 27.18514783, 90, 'High Risk'),
(51719, 72, 14, '55:45.9', 36.59764720470181, 95.28916021054421, 136, 89, 76, 'Male', 83.34501366508611, 1.6272462799810998, 0.13474735716732472, 47, 31.47552968594306, 104.66666666666667, 'High Risk'),
(51720, 81, 18, '54:45.9', 36.88114839, 96.62383535094489, 138, 75, 75, 'Male', 62.663388190657045, 1.996485514257059, 0.054544610173690125, 63, 15.72104991, 96, 'High Risk'),
(51721, 91, 16, '53:45.9', 36.514090972364386, 96.04997364990228, 129, 84, 83, 'Female', 58.629668898024306, 1.9602508752712642, 0.067979322, 45, 15.257877672546286, 99, 'High Risk'),
(51722, 93, 12, '52:45.9', 36.0016897, 95.93906179342419, 132, 87, 74, 'Female', 85.58175183831001, 1.7555595932865622, 0.092899305, 45, 27.76834646539719, 102, 'High Risk'),
(51723, 77, 14, '51:45.9', 36.06606363064049, 98.25635354559877, 130, 75, 64, 'Female', 80.71007789294502, 1.6257465558258655, 0.087052857, 55, 30.53669850334551, 93.33333333333333, 'High Risk'),
(51724, 94, 15, '50:45.9', 36.611276691362704, 95.79762698178358, 133, 73, 21, 'Male', 55.44700348072102, 1.7776934323274982, 0.081846937, 60, 17.545443268679698, 93, 'High Risk'),
(51725, 79, 17, '49:45.9', 36.89293959668478, 96.47224210001633, 116, 79, 51, 'Female', 50.17262841936741, 1.7547646234325376, 0.10542973471739124, 37, 16.294052549112596, 91.33333333333333, 'High Risk'),
(51726, 87, 19, '48:45.9', 37.24823497539179, 95.62658758709509, 117, 75, 83, 'Male', 53.391459108421905, 1.5400528848924524, 0.12232412886200246, 42, 22.51129713369716, 89, 'Low Risk'),
(51727, 76, 18, '47:45.9', 36.2344686, 95.51134522903861, 114, 71, 71, 'Male', 79.83905034, 1.608795365273158, 0.055006746, 43, 30.847057968317273, 85.33333333333333, 'High Risk'),
(51728, 67, 13, '46:45.9', 36.38990140207978, 95.04157253431529, 114, 77, 53, 'Female', 52.3003711, 1.6108286655362993, 0.053227653, 37, 20.15607990754199, 89.33333333333333, 'Low Risk'),
(51729, 84, 15, '45:45.9', 37.48269397935377, 99.39401382215578, 116, 74, 34, 'Female', 85.26434214850983, 1.503661148160441, 0.056611730459929205, 42, 37.710951346774266, 88, 'High Risk'),
(51730, 66, 14, '44:45.9', 36.032318161115526, 95.36635621, 116, 72, 47, 'Male', 62.06992618490261, 1.829514850193462, 0.074301106, 44, 18.544253304619712, 86.66666666666667, 'Low Risk'),
(51731, 94, 15, '43:45.9', 36.90050617213779, 98.96381529, 132, 87, 26, 'Female', 86.14914367, 1.8368154672629249, 0.11086702443316648, 45, 25.53406204295487, 102, 'High Risk'),
(51732, 69, 16, '42:45.9', 37.34639967739055, 95.36346419, 121, 85, 54, 'Male', 86.7441237, 1.5001391888989593, 0.14376656313866337, 36, 38.54579000479439, 97, 'High Risk'),
(51733, 81, 15, '41:45.9', 36.05396510579435, 95.26752655402431, 114, 85, 67, 'Male', 70.77245791597333, 1.611245809953318, 0.14880995829349397, 29, 27.260930582685006, 94.66666666666667, 'Low Risk'),
(51734, 71, 17, '40:45.9', 37.19725837, 98.15244638262656, 119, 86, 53, 'Female', 65.15529036872077, 1.697972815501632, 0.052887234, 33, 22.59894778664893, 97, 'Low Risk'),
(51735, 63, 18, '39:45.9', 36.98721092746324, 99.34309326765822, 132, 72, 52, 'Male', 88.07951740628434, 1.845966698584139, 0.079064298, 60, 25.84801531606271, 92, 'Low Risk'),
(51736, 76, 14, '38:45.9', 36.12673567523057, 97.36658601871956, 132, 74, 63, 'Female', 87.39258986854705, 1.9268461100327885, 0.1155580328471601, 58, 23.53859565428077, 93.33333333333333, 'Low Risk'),
(51737, 76, 12, '37:45.9', 36.408533212841775, 97.25600336026753, 124, 77, 52, 'Male', 59.628954941093546, 1.6351420780798418, 0.14921791300780474, 47, 22.302123101817298, 92.66666666666667, 'Low Risk'),
(51738, 67, 16, '36:45.9', 36.09931989470243, 98.60191177824576, 130, 85, 58, 'Female', 61.463639526826654, 1.6583062819643528, 0.10392408215915708, 45, 22.350579159721743, 100, 'Low Risk'),
(51739, 93, 16, '35:45.9', 37.29726837104225, 98.23621865, 136, 80, 72, 'Male', 58.44790829083344, 1.728224600066761, 0.11583368443703373, 56, 19.568998861958228, 98.66666666666666, 'High Risk'),
(51740, 87, 12, '34:45.9', 36.39281760155052, 97.16130467, 138, 72, 72, 'Male', 96.24219338284655, 1.6251186855783661, 0.12645608548603385, 66, 36.44142443059279, 94, 'High Risk'),
(51741, 71, 13, '33:45.9', 36.51883395614403, 97.77018011007782, 127, 87, 76, 'Male', 80.19423511174287, 1.6171848997233385, 0.091686884, 40, 30.663646137123084, 100.33333333333333, 'High Risk'),
(51742, 91, 15, '32:45.9', 36.37093058, 98.95279175044173, 122, 84, 41, 'Male', 83.42045523912277, 1.5436853651486984, 0.14573206655430399, 38, 35.00700703, 96.66666666666667, 'High Risk'),
(51743, 71, 19, '31:45.9', 36.256162089209674, 97.47095478, 124, 82, 37, 'Female', 51.61619102, 1.8386701646237316, 0.10407503446262326, 42, 15.267864427814217, 96, 'High Risk'),
(51744, 95, 12, '30:45.9', 36.60646958, 97.23048296, 111, 82, 51, 'Male', 53.00111758685433, 1.6148054528093312, 0.13323571780444177, 29, 20.325657949538197, 91.66666666666667, 'High Risk'),
(51745, 75, 15, '29:45.9', 36.015837334693344, 95.03295377842812, 110, 80, 82, 'Male', 73.37438465304193, 1.6883024250563403, 0.055177893051479056, 30, 25.742100619936505, 90, 'Low Risk'),
(51746, 91, 17, '28:45.9', 36.205666437350686, 96.83867730014177, 127, 88, 80, 'Female', 81.85202031116357, 1.901587611789076, 0.11432696053142112, 39, 22.635845679370455, 101, 'High Risk'),
(51747, 72, 12, '27:45.9', 37.25678125017678, 98.67868171299544, 137, 77, 62, 'Male', 69.32108693853695, 1.956435534042733, 0.051553139, 60, 18.11066008273798, 97, 'High Risk'),
(51748, 62, 13, '26:45.9', 37.01073914398968, 96.23913829565473, 124, 79, 46, 'Female', 83.13103885915602, 1.5721200140237659, 0.10639960701769591, 45, 33.63502963264811, 94, 'High Risk'),
(51749, 73, 14, '25:45.9', 37.319846765558935, 96.10043783485821, 113, 89, 60, 'Female', 85.57264909137814, 1.5387533934851303, 0.060003539047779164, 24, 36.14073073049865, 97, 'High Risk'),
(51750, 94, 17, '24:45.9', 37.05633233913736, 97.16979670551368, 122, 79, 59, 'Male', 56.34503689, 1.8120342598691572, 0.1389073920719343, 43, 17.16022027869188, 93.33333333333333, 'High Risk'),
(51751, 85, 17, '23:45.9', 36.29688122119702, 98.44217103874476, 133, 85, 81, 'Male', 55.16427807910446, 1.8558175550141502, 0.092283168, 48, 16.017228892598574, 101, 'High Risk'),
(51752, 75, 19, '22:45.9', 36.18330084444543, 95.22236652, 128, 80, 49, 'Female', 93.23123468470135, 1.8309050852740474, 0.1345119300284464, 48, 27.811843307672795, 96, 'Low Risk'),
(51753, 91, 12, '21:45.9', 36.714105137771746, 96.55666381100806, 135, 77, 78, 'Male', 84.26283755760534, 1.639206060604681, 0.11403991352743977, 58, 31.359489032274155, 96.33333333333333, 'High Risk'),
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(51931, 75, 17, '23:45.9', 36.65337580428698, 98.06077298, 127, 83, 32, 'Male', 99.25755264313891, 1.6990794837493681, 0.1472763901223893, 44, 34.382398616560316, 97.66666666666667, 'High Risk'),
(51932, 95, 13, '22:45.9', 36.84270437184433, 98.05098031979426, 128, 84, 31, 'Female', 94.41524384070965, 1.5328000956160606, 0.1382665405040767, 44, 40.18565777695563, 98.66666666666667, 'High Risk'),
(51933, 92, 13, '21:45.9', 36.565436558916936, 99.11408212274691, 135, 83, 78, 'Female', 92.24300814250412, 1.6445727021979237, 0.059567663, 52, 34.10572632499885, 100.33333333333333, 'High Risk'),
(51934, 90, 17, '20:45.9', 36.91844532435166, 98.73125837088307, 117, 83, 84, 'Male', 97.84466504625146, 1.5157125551778512, 0.07536675, 34, 42.58958956152902, 94.33333333333333, 'High Risk'),
(51935, 90, 18, '19:45.9', 37.34842648932367, 98.46550919151615, 136, 76, 30, 'Female', 51.65521606754857, 1.7263645310855538, 0.11356352418268106, 60, 17.33201967, 96, 'High Risk'),
(51936, 69, 19, '18:45.9', 36.29126602078027, 96.67858400781813, 112, 84, 23, 'Male', 95.64471981172221, 1.5109507421963941, 0.09492993, 28, 41.89482557060167, 93.33333333333333, 'High Risk'),
(51937, 93, 15, '17:45.9', 36.29537291874809, 95.11672966834556, 133, 88, 53, 'Female', 65.93733606923587, 1.7986627790784442, 0.10782043937564531, 45, 20.381300960371235, 103, 'High Risk'),
(51938, 81, 12, '16:45.9', 36.217927693737686, 95.15334097344278, 137, 70, 78, 'Female', 69.05680129418101, 1.7908710934664964, 0.058701447042333404, 67, 21.53167445288964, 92.33333333333333, 'Low Risk'),
(51939, 60, 17, '15:45.9', 36.955286127352515, 96.12378248799408, 131, 74, 20, 'Female', 93.21854444674474, 1.9077785690442233, 0.086414761, 57, 25.612170584942476, 93, 'Low Risk'),
(51940, 93, 15, '14:45.9', 36.74662107793852, 99.33454422641343, 118, 79, 67, 'Male', 92.26626714374395, 1.543601067303951, 0.14506120526447513, 39, 38.72334006657698, 92, 'High Risk'),
(51941, 99, 14, '13:45.9', 36.01802845548659, 97.91325980094275, 134, 71, 22, 'Male', 67.61023636082876, 1.5451125802752226, 0.052927004, 63, 28.31993140455883, 92, 'High Risk'),
(51942, 72, 17, '12:45.9', 36.670259339415104, 96.33663929774801, 121, 89, 35, 'Male', 82.34503559390986, 1.796217289677702, 0.13370233383098878, 32, 25.522292214692218, 99.66666666666667, 'Low Risk'),
(51943, 77, 18, '11:45.9', 37.47758080016972, 97.54268152, 113, 79, 23, 'Female', 95.82065328729246, 1.6482831835412077, 0.050539247418744375, 34, 35.269188878554395, 90.33333333333333, 'High Risk'),
(51944, 70, 18, '10:45.9', 36.41355179833272, 99.12751708085268, 139, 83, 47, 'Male', 66.76043212630887, 1.7794958354824986, 0.13652799710910635, 56, 21.08264942814243, 101.66666666666666, 'Low Risk'),
(51945, 94, 16, '09:45.9', 36.60824422645288, 96.26345600985232, 112, 76, 84, 'Male', 67.27605733914027, 1.8970841892385863, 0.12721870541166158, 36, 18.69335798552602, 88, 'High Risk'),
(51946, 71, 14, '08:45.9', 37.07442313154325, 98.45103563369119, 124, 79, 35, 'Female', 79.38853593690303, 1.6802768815273001, 0.12381599749026696, 45, 28.118755061896692, 94, 'Low Risk'),
(51947, 83, 19, '07:45.9', 36.044736872043494, 98.90863248304656, 129, 86, 20, 'Male', 75.58818458325838, 1.680785004475677, 0.090360507, 43, 26.756517397383874, 100.33333333333333, 'Low Risk'),
(51948, 79, 13, '06:45.9', 37.037057900582326, 99.96305001670842, 126, 70, 25, 'Male', 79.42147562135443, 1.605991142238716, 0.059587417, 56, 30.792975793557673, 88.66666666666666, 'High Risk'),
(51949, 72, 16, '05:45.9', 36.010315768053545, 95.48896824963757, 114, 77, 55, 'Male', 94.82789279627492, 1.7756229249351763, 0.14354715756853353, 37, 30.077006729877308, 89.33333333333333, 'High Risk'),
(51950, 80, 14, '04:45.9', 36.31472867395443, 99.40435649517421, 135, 82, 43, 'Female', 69.32690681088602, 1.624725781148848, 0.096059661, 53, 26.262839507494906, 99.66666666666666, 'Low Risk'),
(51951, 99, 15, '03:45.9', 36.81492096241032, 95.17447177068652, 129, 85, 45, 'Female', 67.58360704561865, 1.9441158238862561, 0.14577932643427127, 44, 17.88121794960663, 99.66666666666667, 'High Risk'),
(51952, 88, 13, '02:45.9', 36.174886115725236, 99.2151849, 110, 80, 61, 'Male', 57.09482636351665, 1.8461439661046783, 0.11179074610288625, 30, 16.75195995401957, 90, 'High Risk'),
(51953, 73, 15, '01:45.9', 36.71980737, 97.88548649682033, 113, 72, 54, 'Female', 92.51904205450087, 1.8591129777221405, 0.084544083, 41, 26.76822427881066, 85.66666666666667, 'Low Risk'),
(51954, 86, 15, '00:45.9', 36.72512714860599, 95.65508994882087, 130, 83, 74, 'Female', 77.22047165705831, 1.980591507460211, 0.14417648740526146, 47, 19.685326614641372, 98.66666666666667, 'Low Risk'),
(51955, 60, 15, '59:45.9', 36.68754354984396, 99.59643670446523, 131, 83, 24, 'Male', 50.797645838294834, 1.8903002913873737, 0.06640641, 48, 14.216149543539055, 99, 'High Risk'),
(51956, 74, 14, '58:45.9', 36.87021637893942, 96.27058271365351, 117, 85, 58, 'Male', 73.52631838205434, 1.5811290472104977, 0.12488176087447458, 32, 29.410891295745827, 95.66666666666667, 'Low Risk'),
(51957, 63, 19, '57:45.9', 37.35616835116452, 97.70699620000154, 127, 71, 76, 'Male', 81.75630325, 1.558518171074856, 0.12233942024400211, 56, 33.65871296836155, 89.66666666666666, 'High Risk'),
(51958, 60, 18, '56:45.9', 36.98203981297249, 97.84081710171195, 134, 83, 18, 'Female', 89.93339728699746, 1.8542046382563688, 0.13840690146799267, 51, 26.158068529158673, 100, 'Low Risk'),
(51959, 96, 13, '55:45.9', 37.36929392289979, 96.50122012297314, 119, 79, 78, 'Female', 83.94354814615305, 1.5850802882315684, 0.06454843, 40, 33.41063975775869, 92.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(51960, 65, 13, '54:45.9', 36.427557540275835, 99.13224611046311, 120, 88, 33, 'Female', 86.85509460661908, 1.5445513792533643, 0.10831815394298347, 32, 36.40747654951493, 98.66666666666667, 'High Risk'),
(51961, 77, 14, '53:45.9', 36.30436796865643, 96.37614067281253, 131, 73, 66, 'Female', 74.09252009570274, 1.9971932806900923, 0.13904941005020055, 58, 18.57522889515557, 92.33333333333333, 'Low Risk'),
(51962, 88, 14, '52:45.9', 36.517987248166136, 99.13282475207748, 137, 70, 42, 'Female', 68.92332811766214, 1.7782570368839854, 0.09610032, 67, 21.796018520301327, 92.33333333333333, 'Low Risk'),
(51963, 76, 13, '51:45.9', 36.35364966009678, 98.38626906663129, 114, 87, 81, 'Male', 79.91044453087795, 1.7676761786262785, 0.1477421162671086, 27, 25.573968614761718, 96, 'Low Risk'),
(51964, 60, 17, '50:45.9', 36.53133013812069, 96.34643826354869, 133, 78, 29, 'Female', 75.78860967322967, 1.8074856501868775, 0.11848449266899823, 55, 23.198196561515314, 96.33333333333333, 'Low Risk'),
(51965, 76, 16, '49:45.9', 36.712230035919426, 95.52740537401576, 128, 71, 84, 'Male', 50.66909075, 1.9748183379929078, 0.050871318210804276, 57, 12.99238281053045, 90, 'High Risk'),
(51966, 85, 14, '48:45.9', 36.619050351976156, 97.85898136571589, 127, 89, 48, 'Female', 84.51686623, 1.9693840010325077, 0.13849403390511217, 38, 21.791271653259535, 101.66666666666667, 'Low Risk'),
(51967, 85, 12, '47:45.9', 36.53363820861962, 95.29874023169567, 128, 71, 28, 'Female', 63.60887173703188, 1.620693386066905, 0.124447122, 57, 24.216756376648295, 90, 'Low Risk'),
(51968, 77, 12, '46:45.9', 36.08793418048602, 95.79605832023917, 134, 71, 30, 'Female', 68.47541124, 1.594609131882728, 0.1042786232447103, 63, 26.929367647353907, 92, 'Low Risk'),
(51969, 91, 19, '45:45.9', 37.050679815851005, 97.43772135208243, 134, 86, 43, 'Female', 79.82929625599292, 1.8611158841284865, 0.12413600678937411, 48, 23.047056646866015, 102, 'High Risk'),
(51970, 66, 19, '44:45.9', 36.39658868120978, 99.67452641619114, 136, 76, 77, 'Male', 90.63593093711867, 1.6141348568124851, 0.12453136217194909, 60, 34.787303616707796, 96, 'High Risk'),
(51971, 78, 12, '43:45.9', 36.710813806009384, 98.10747989594327, 119, 76, 62, 'Female', 80.19798443290027, 1.9281543840015696, 0.067997417, 43, 21.57147515915049, 90.33333333333333, 'Low Risk'),
(51972, 84, 12, '42:45.9', 37.47289356664572, 97.51652157, 129, 88, 40, 'Male', 58.85646713608273, 1.512259590195676, 0.12725791728616742, 41, 25.736026515235466, 101.66666666666667, 'Low Risk'),
(51973, 67, 14, '41:45.9', 37.030585488095085, 96.13641732704434, 130, 73, 56, 'Female', 98.14111433112282, 1.842803293326725, 0.1400064663782173, 57, 28.899679430377834, 92, 'Low Risk'),
(51974, 71, 15, '40:45.9', 36.056911770944005, 99.44214732, 126, 73, 44, 'Female', 84.02290036716701, 1.9475354006729417, 0.09125206, 53, 22.152714348207304, 90.66666666666666, 'Low Risk'),
(51975, 98, 19, '39:45.9', 36.07482151844716, 96.46120708, 138, 71, 45, 'Male', 79.82690155298395, 1.7222183786159015, 0.13550981432111756, 67, 26.913664462279286, 93.33333333333333, 'High Risk'),
(51976, 90, 19, '38:45.9', 37.01498603484781, 98.11959530290191, 116, 79, 54, 'Male', 69.05674813627533, 1.9762294334170822, 0.12147275252367269, 37, 17.682000444292722, 91.33333333333333, 'High Risk'),
(51977, 92, 18, '37:45.9', 36.47637523027063, 97.84888567954914, 138, 76, 46, 'Male', 57.02500003870313, 1.8652193456858324, 0.067614605, 62, 16.391000811783996, 96.66666666666666, 'High Risk'),
(51978, 97, 15, '36:45.9', 36.997481860579114, 98.38123985853296, 131, 74, 64, 'Male', 56.85385992778726, 1.6768931979358082, 0.090491791, 57, 20.218510086489246, 93, 'High Risk'),
(51979, 86, 19, '35:45.9', 36.306930357239814, 95.18896177705031, 137, 72, 80, 'Female', 50.80061551674842, 1.9320570292295385, 0.1059603701509978, 65, 13.609090162991585, 93.66666666666666, 'High Risk'),
(51980, 77, 14, '34:45.9', 36.99593655225379, 96.35403051016907, 138, 73, 29, 'Male', 91.33413282489023, 1.639763399953555, 0.12878181305567749, 65, 33.968059106514225, 94.66666666666666, 'High Risk'),
(51981, 75, 14, '33:45.9', 36.97019896453775, 99.60008397893935, 135, 84, 29, 'Male', 94.65259258, 1.5929743111004173, 0.11643561368965667, 51, 37.300527144268536, 101, 'High Risk'),
(51982, 89, 19, '32:45.9', 36.74181828195875, 95.61501810004498, 111, 76, 36, 'Female', 54.18343915816445, 1.8676703882606827, 0.061764756762689756, 35, 15.533384804537686, 87.66666666666667, 'High Risk'),
(51983, 82, 12, '31:45.9', 37.46764460082707, 96.76068891249736, 115, 74, 40, 'Male', 90.39175450870367, 1.7282177695842218, 0.14406030921760576, 41, 30.26438713071543, 87.66666666666667, 'High Risk'),
(51984, 95, 18, '30:45.9', 36.22374554471592, 96.35340153791516, 126, 82, 18, 'Male', 86.80927865215523, 1.9138598915973608, 0.13027875256595153, 44, 23.69986462096574, 96.66666666666667, 'High Risk'),
(51985, 73, 12, '29:45.9', 36.57437248349565, 97.69997480968743, 114, 74, 50, 'Male', 97.49966275507182, 1.506617247114502, 0.064411204, 40, 42.953370098497636, 87.33333333333333, 'High Risk'),
(51986, 95, 19, '28:45.9', 37.38135762014608, 98.96061513395946, 128, 85, 39, 'Female', 99.30049133750987, 1.8602256731105784, 0.10695681659481197, 43, 28.69591846992627, 99.33333333333333, 'High Risk'),
(51987, 78, 16, '27:45.9', 36.8735989, 99.98847293667075, 129, 84, 39, 'Female', 93.07451164, 1.5930979535297294, 0.092774197, 45, 36.67294665168752, 99, 'High Risk'),
(51988, 97, 15, '26:45.9', 37.43795928, 99.55991068780247, 118, 70, 21, 'Male', 59.76510047595346, 1.9765881063380155, 0.14002072505295532, 48, 15.29731812511678, 86, 'High Risk'),
(51989, 93, 12, '25:45.9', 37.37545227, 98.51645073592525, 136, 70, 75, 'Female', 63.47072927172064, 1.930158656680054, 0.092113937, 66, 17.036778240486584, 92, 'High Risk'),
(51990, 81, 16, '24:45.9', 37.384495015055116, 95.95032968429555, 123, 83, 62, 'Female', 67.45875050258984, 1.8664313725253745, 0.088786422, 40, 19.36485462857917, 96.33333333333333, 'Low Risk'),
(51991, 66, 14, '23:45.9', 36.013709314060385, 98.90881946966459, 129, 78, 79, 'Female', 72.91770543637648, 1.8509098020129868, 0.080526596, 51, 21.284452493443922, 95, 'Low Risk'),
(51992, 74, 19, '22:45.9', 36.43530145338486, 99.49084233, 113, 77, 67, 'Female', 76.67017852806723, 1.9285695188329468, 0.1222521551230173, 36, 20.613696505849326, 89, 'Low Risk'),
(51993, 67, 15, '21:45.9', 36.55556751574176, 96.17375697686971, 130, 81, 45, 'Male', 94.24495719163666, 1.6212964753580015, 0.10280531792018377, 49, 35.85363924760766, 97.33333333333333, 'High Risk'),
(51994, 72, 17, '20:45.9', 37.15424291170648, 95.57946004, 129, 89, 89, 'Male', 58.29674054659262, 1.9650085545138003, 0.090873855, 40, 15.097859608526736, 102.33333333333333, 'High Risk'),
(51995, 62, 17, '19:45.9', 36.58173479491963, 99.22450050467062, 115, 87, 64, 'Female', 84.42299657172991, 1.8699736648576462, 0.075702384, 28, 24.142919292509134, 96.33333333333333, 'Low Risk'),
(51996, 63, 15, '18:45.9', 36.45202413123216, 96.92202091785866, 114, 84, 34, 'Male', 52.49178207796755, 1.7522765882297366, 0.12589498697998142, 30, 17.09566504791364, 94, 'High Risk'),
(51997, 66, 12, '17:45.9', 36.70050495162898, 96.75680563289525, 121, 86, 25, 'Male', 81.11990654870964, 1.9587979853027866, 0.1128432546052749, 35, 21.142101056141275, 97.66666666666667, 'Low Risk'),
(51998, 69, 17, '16:45.9', 36.78300352047317, 99.58886069, 123, 82, 50, 'Male', 95.58625884641128, 1.5894015527373992, 0.080655371, 41, 37.838002203416146, 95.66666666666667, 'High Risk'),
(51999, 71, 16, '15:45.9', 37.19281137957402, 95.74708342066491, 130, 82, 66, 'Male', 54.851411948903376, 1.5842397882776593, 0.094162626, 48, 21.854756825818157, 98, 'Low Risk'),
(52000, 61, 14, '14:45.9', 36.82473641574076, 96.55223615916509, 115, 74, 70, 'Male', 85.27043976, 1.6367313682740139, 0.12459560349738058, 41, 31.83051688697779, 87.66666666666667, 'High Risk'),
(52001, 93, 18, '13:45.9', 36.053077104586045, 96.04110547351641, 138, 87, 76, 'Female', 60.39439727935134, 1.9090192641789927, 0.066265131, 51, 16.572042163864527, 104, 'High Risk'),
(52002, 64, 16, '12:45.9', 36.92770943176566, 98.00311982827787, 116, 70, 31, 'Female', 68.73540436398844, 1.740340748646087, 0.131768483, 46, 22.69404512163793, 85.33333333333333, 'Low Risk'),
(52003, 93, 15, '11:45.9', 36.62621230702456, 97.35928024788024, 116, 72, 71, 'Male', 61.99337390814378, 1.628075153878314, 0.12445881175852046, 44, 23.388177209432143, 86.66666666666667, 'High Risk'),
(52004, 95, 13, '10:45.9', 36.376774, 95.55009893275803, 131, 77, 84, 'Male', 97.25288305032402, 1.5364545146207238, 0.081625647, 54, 41.19676072157234, 95, 'High Risk'),
(52005, 71, 16, '09:45.9', 36.00420685144506, 97.96021515041157, 119, 84, 46, 'Male', 79.74081949, 1.5233864686589547, 0.056540083, 35, 34.36058167224208, 95.66666666666667, 'High Risk'),
(52006, 71, 15, '08:45.9', 36.71872430341247, 99.81777483520735, 110, 76, 78, 'Male', 63.613861622967654, 1.5895833517874614, 0.10545309983368906, 34, 25.175908331810785, 87.33333333333333, 'Low Risk'),
(52007, 67, 17, '07:45.9', 36.94524252652248, 99.86042256046684, 119, 76, 70, 'Female', 50.93912343018369, 1.8655578762559677, 0.068013218, 43, 14.636391355885317, 90.33333333333333, 'High Risk'),
(52008, 67, 15, '06:45.9', 36.20125085402216, 98.48971909, 112, 80, 85, 'Female', 95.65383118566037, 1.9242255334500078, 0.11500652936541796, 32, 25.833926695772696, 90.66666666666667, 'Low Risk'),
(52009, 69, 14, '05:45.9', 36.470272969103384, 99.49596639550543, 136, 75, 57, 'Male', 98.09729457061172, 1.9201321399386342, 0.13783113547191772, 61, 26.60693177268755, 95.33333333333333, 'Low Risk'),
(52010, 61, 15, '04:45.9', 37.47335809006155, 99.41723181, 138, 89, 21, 'Female', 73.49743768, 1.9463480886286584, 0.11726557845911645, 49, 19.40131526140109, 105.33333333333333, 'Low Risk'),
(52011, 93, 17, '03:45.9', 36.700419469329454, 98.59392271381381, 133, 80, 49, 'Male', 95.06021904277503, 1.593259014709441, 0.11109175101393426, 53, 37.447776994989546, 97.66666666666666, 'High Risk'),
(52012, 99, 17, '02:45.9', 36.85574864082284, 98.20566348481003, 133, 79, 88, 'Male', 91.13121140248484, 1.9558943452136512, 0.12349984228105888, 54, 23.821898024369265, 97, 'High Risk'),
(52013, 65, 13, '01:45.9', 36.15797603, 98.80787114603348, 112, 72, 39, 'Male', 53.01563201, 1.95614331, 0.080827805, 40, 13.854874801635686, 85.33333333333333, 'High Risk'),
(52014, 84, 15, '00:45.9', 37.08170729, 99.44369613, 121, 72, 59, 'Male', 52.23774083391931, 1.88181686, 0.1481042666300455, 49, 14.751278951746706, 88.33333333333333, 'High Risk'),
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(52191, 97, 12, '03:45.9', 36.963191947659986, 99.29814676270375, 133, 77, 54, 'Male', 64.61829530549575, 1.916819623, 0.1205070265586108, 56, 17.587050195018634, 95.66666666666666, 'High Risk'),
(52192, 92, 14, '02:45.9', 36.75643608593844, 96.18273242023953, 131, 85, 73, 'Male', 60.71608280591872, 1.7075802867111372, 0.087890661, 46, 20.82291276795881, 100.33333333333333, 'High Risk'),
(52193, 61, 17, '01:45.9', 37.087836412722936, 96.07888675905156, 111, 86, 38, 'Female', 53.849352421059606, 1.6985809248178714, 0.13056812569477927, 25, 18.664140698899896, 94.33333333333333, 'Low Risk'),
(52194, 95, 17, '00:45.9', 36.518792927227736, 95.13014495912005, 135, 82, 42, 'Female', 78.08713613, 1.7399261055336388, 0.1443391113924265, 53, 25.793951966756257, 99.66666666666666, 'High Risk'),
(52195, 87, 17, '59:45.9', 36.55333630316097, 96.12482624300559, 119, 71, 71, 'Female', 80.76852489388902, 1.6563791110467883, 0.11707547151302246, 48, 29.43897342374686, 87, 'Low Risk'),
(52196, 65, 19, '58:45.9', 36.02254445763955, 99.75290924, 113, 87, 69, 'Female', 56.89591519170937, 1.8140368314566464, 0.054979312473561096, 26, 17.289756880732018, 95.66666666666667, 'High Risk'),
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(52198, 74, 18, '56:45.9', 36.25231482013827, 99.62781802755397, 136, 75, 20, 'Female', 80.82126855379222, 1.9551914269343416, 0.099385257, 61, 21.142049932180647, 95.33333333333333, 'Low Risk'),
(52199, 88, 17, '55:45.9', 36.96170825926628, 98.45767102516754, 133, 70, 18, 'Female', 86.37442830409849, 1.6429177606870948, 0.095460986, 63, 32.00026219675097, 91, 'High Risk'),
(52200, 61, 17, '54:45.9', 36.59193006373144, 98.58400416068443, 120, 74, 23, 'Male', 58.62435952525119, 1.7170575168159063, 0.11058055502145753, 46, 19.884213832688882, 89.33333333333333, 'Low Risk'),
(52201, 76, 12, '53:45.9', 36.76041982322762, 95.91510314546474, 110, 74, 61, 'Male', 95.84987325199748, 1.7751154223957988, 0.096382487, 36, 30.418538818655126, 86, 'High Risk'),
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(52206, 98, 15, '48:45.9', 37.03782109765234, 95.22842669636289, 122, 75, 33, 'Male', 59.51099734390641, 1.668275357936343, 0.13568931396369593, 47, 21.382661402009724, 90.66666666666667, 'High Risk'),
(52207, 64, 18, '47:45.9', 37.450270693033296, 95.96615259536954, 116, 78, 39, 'Male', 76.91417596740368, 1.545960925393192, 0.12856635559460494, 38, 32.18172844847524, 90.66666666666667, 'High Risk'),
(52208, 95, 12, '46:45.9', 36.778755427055906, 97.60999228549683, 113, 85, 24, 'Female', 55.12136662118951, 1.516576427721233, 0.094468942, 28, 23.965769257970408, 94.33333333333333, 'High Risk'),
(52209, 83, 13, '45:45.9', 36.92002646638714, 97.08123632, 110, 77, 83, 'Male', 90.98951016066056, 1.734061424595145, 0.056247674082993165, 33, 30.259543555751126, 88, 'High Risk'),
(52210, 91, 14, '44:45.9', 36.44331856556944, 98.27675071517403, 135, 86, 58, 'Female', 67.79319644295549, 1.8289609627067187, 0.085924431, 49, 20.26642936223112, 102.33333333333333, 'High Risk'),
(52211, 71, 19, '43:45.9', 36.434306511003875, 98.85153562156363, 111, 78, 41, 'Male', 94.98680392874712, 1.5479894113563715, 0.11241314792611683, 33, 39.639421125731204, 89, 'High Risk'),
(52212, 96, 12, '42:45.9', 36.96674475076577, 98.90754470496684, 116, 84, 83, 'Male', 91.09646961300176, 1.713783099159688, 0.058293037, 32, 31.01628904, 94.66666666666667, 'High Risk'),
(52213, 82, 12, '41:45.9', 36.973270858142584, 95.16354033951063, 117, 77, 39, 'Male', 94.69550640081158, 1.7147767057210346, 0.12367318607405664, 40, 32.20432645195609, 90.33333333333333, 'High Risk'),
(52214, 71, 16, '40:45.9', 37.492839738997986, 98.85672387545597, 127, 83, 67, 'Female', 72.84608012835206, 1.7255212203764305, 0.053622126, 44, 24.466146844576254, 97.66666666666667, 'Low Risk'),
(52215, 82, 16, '39:45.9', 36.99410498430383, 99.78185657740494, 115, 81, 60, 'Female', 75.51405934106013, 1.519657165300688, 0.06315928, 34, 32.69915821165452, 92.33333333333333, 'High Risk'),
(52216, 64, 16, '38:45.9', 36.795368026160325, 96.62518969480988, 113, 72, 82, 'Female', 88.20982027, 1.9354060035696632, 0.058122852, 41, 23.549016251363145, 85.66666666666667, 'Low Risk'),
(52217, 67, 12, '37:45.9', 37.06448134127802, 99.87698493, 114, 84, 45, 'Female', 69.62347609568924, 1.6044468718704765, 0.06880426, 30, 27.04612312745858, 94, 'Low Risk'),
(52218, 82, 16, '36:45.9', 36.41699604, 96.33445329272566, 114, 84, 26, 'Male', 65.55953577110125, 1.5617215268839182, 0.084314223, 30, 26.879963600689724, 94, 'Low Risk'),
(52219, 99, 14, '35:45.9', 36.46379177297084, 96.56164224836029, 139, 74, 39, 'Female', 83.50839069239386, 1.9424961461918002, 0.091907624, 65, 22.131445610878146, 95.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(52221, 88, 18, '33:45.9', 36.682291003968686, 99.16217548451115, 138, 75, 84, 'Female', 62.22590014, 1.502467680133472, 0.11818700856915691, 63, 27.565184934047288, 96, 'Low Risk'),
(52222, 62, 15, '32:45.9', 36.24866542449879, 95.19058791393343, 121, 78, 69, 'Female', 98.42117279971818, 1.5294615000201623, 0.085449618, 43, 42.07377084745896, 92.33333333333333, 'High Risk'),
(52223, 90, 14, '31:45.9', 36.825096434307525, 96.74161682953499, 113, 80, 76, 'Female', 98.55720319897506, 1.7563174015304934, 0.12365208990520037, 33, 31.95084601547313, 91, 'High Risk'),
(52224, 80, 14, '30:45.9', 36.10012205198889, 97.13577495748095, 131, 82, 43, 'Female', 73.36700442794454, 1.7610540020070549, 0.054246725420288244, 49, 23.656769586880355, 98.33333333333333, 'Low Risk'),
(52225, 92, 12, '29:45.9', 36.322651580741145, 97.05095369330526, 120, 77, 73, 'Male', 68.21684905, 1.9755650210820712, 0.057333727460548135, 43, 17.478694808266752, 91.33333333333333, 'High Risk'),
(52226, 99, 19, '28:45.9', 36.54370536002213, 96.43551733868225, 138, 72, 69, 'Female', 50.78634061553987, 1.8473122369153014, 0.096968041, 66, 14.882171566311845, 94, 'High Risk'),
(52227, 77, 12, '27:45.9', 36.735525257223436, 99.40746826761553, 114, 83, 49, 'Male', 62.49797621, 1.6947674431614077, 0.14562840588644443, 31, 21.75934055445085, 93.33333333333333, 'Low Risk'),
(52228, 71, 18, '26:45.9', 36.88353136813162, 97.26851416528191, 127, 77, 86, 'Male', 88.72807335118051, 1.7370608395803981, 0.098586379, 50, 29.405664103715367, 93.66666666666666, 'Low Risk'),
(52229, 84, 12, '25:45.9', 37.14378857785677, 97.12563966875227, 114, 80, 26, 'Male', 54.46779326316858, 1.709300578355843, 0.081254991, 34, 18.642446320447256, 91.33333333333333, 'Low Risk'),
(52230, 86, 18, '24:45.9', 36.288812419319974, 95.42409925861482, 121, 73, 50, 'Female', 57.94387861013931, 1.6429152670179823, 0.13728474288740428, 48, 21.467290417060706, 89, 'Low Risk'),
(52231, 86, 15, '23:45.9', 36.77650161454541, 99.10855722445606, 119, 86, 51, 'Female', 95.31264875634224, 1.8402552854509178, 0.098652572, 33, 28.144555324525744, 97, 'Low Risk'),
(52232, 88, 18, '22:45.9', 37.44682614353379, 98.67945923483164, 136, 77, 61, 'Male', 55.14947513, 1.6872753344749094, 0.10564470788501394, 59, 19.371777310641427, 96.66666666666666, 'Low Risk'),
(52233, 72, 12, '21:45.9', 36.02388071000744, 97.05308820806435, 123, 72, 89, 'Male', 75.30792373405762, 1.8403605668940515, 0.057172133, 51, 22.234882350380886, 89, 'Low Risk'),
(52234, 75, 13, '20:45.9', 36.82496724950671, 99.83400428499279, 138, 79, 89, 'Female', 80.05629639207233, 1.9475275881930232, 0.054665252794567555, 59, 21.10708493139773, 98.66666666666666, 'Low Risk'),
(52235, 92, 19, '19:45.9', 37.220360108790096, 97.21247952897217, 130, 78, 68, 'Female', 84.69002936042226, 1.658982099778264, 0.11124433863955212, 52, 30.771515321725513, 95.33333333333333, 'High Risk'),
(52236, 62, 14, '18:45.9', 36.675849, 99.70519124740794, 137, 85, 64, 'Male', 89.85007770744613, 1.8902002767341177, 0.11556571075854903, 52, 25.14796297208464, 102.33333333333333, 'Low Risk'),
(52237, 60, 15, '17:45.9', 37.005397483643335, 96.96394788461556, 128, 86, 42, 'Male', 98.39205542538113, 1.7622863271153142, 0.1155150544914444, 42, 31.681598780422863, 100, 'High Risk'),
(52238, 99, 14, '16:45.9', 36.11479156174723, 96.82515933, 116, 89, 43, 'Female', 82.18260985620763, 1.9350416588405945, 0.1457199642363252, 27, 21.948219279691273, 98, 'High Risk'),
(52239, 96, 18, '15:45.9', 37.36614726830146, 95.66860187640849, 139, 80, 52, 'Female', 52.48103988297356, 1.8892025162686172, 0.093917013, 59, 14.704335427737458, 99.66666666666666, 'High Risk'),
(52240, 83, 16, '14:45.9', 37.312101890631105, 99.39289984052355, 111, 80, 43, 'Female', 73.97379821577037, 1.9929228357751523, 0.05183561, 31, 18.625028726454822, 90.33333333333333, 'Low Risk'),
(52241, 88, 15, '13:45.9', 36.14228992263916, 95.25363379687394, 138, 76, 60, 'Male', 72.40284587976507, 1.8903174313592312, 0.070885855, 62, 20.26217951362456, 96.66666666666666, 'Low Risk'),
(52242, 94, 15, '12:45.9', 36.09881124700118, 97.06953765, 138, 84, 42, 'Male', 66.47458293528092, 1.741160439265037, 0.14471504834420928, 54, 21.92694055, 102, 'High Risk'),
(52243, 89, 18, '11:45.9', 37.19731995301443, 98.10630251374245, 113, 74, 42, 'Male', 97.65340518640187, 1.9980541971886132, 0.096597537, 39, 24.46092427865756, 87, 'Low Risk'),
(52244, 69, 17, '10:45.9', 36.47484106047972, 96.21596623741208, 111, 71, 21, 'Female', 80.28899517, 1.9957157785759576, 0.1487545963071341, 40, 20.15851985437959, 84.33333333333333, 'Low Risk'),
(52245, 73, 16, '09:45.9', 36.23546647208525, 97.97606137004794, 111, 84, 53, 'Male', 62.78700079597719, 1.5587738952946792, 0.080297876, 27, 25.840653349135344, 93, 'Low Risk'),
(52246, 84, 15, '08:45.9', 37.06308045227681, 99.28344802442167, 121, 72, 60, 'Male', 96.34078694077786, 1.6520612186552834, 0.1437784942784187, 49, 35.29863541, 88.33333333333333, 'High Risk'),
(52247, 94, 12, '07:45.9', 37.31576228929246, 95.49523977456509, 115, 70, 64, 'Male', 63.472024764273414, 1.5811438855085107, 0.06841063, 45, 25.388647553626082, 85, 'High Risk'),
(52248, 94, 17, '06:45.9', 36.524738865121165, 96.15758448583708, 119, 84, 67, 'Female', 68.79312845467679, 1.7448020863043094, 0.1363388715874907, 35, 22.59710045454981, 95.66666666666667, 'High Risk'),
(52249, 92, 15, '05:45.9', 37.39797677075113, 99.51448133201428, 122, 80, 86, 'Male', 95.29686295, 1.6235824758373485, 0.067293928, 42, 36.15179738106098, 94, 'High Risk'),
(52250, 76, 16, '04:45.9', 36.18461397206627, 99.21622592066281, 137, 72, 18, 'Female', 60.044877779447205, 1.662773477573815, 0.054426879, 65, 21.717497890347484, 93.66666666666666, 'Low Risk'),
(52251, 81, 19, '03:45.9', 37.169661569157604, 99.17514303212704, 113, 80, 89, 'Female', 71.37070226129313, 1.5389884532912068, 0.056673413, 33, 30.133477061948373, 91, 'High Risk'),
(52252, 90, 18, '02:45.9', 36.927351470853885, 97.20544234200524, 120, 80, 46, 'Female', 75.08741196418441, 1.631068713655155, 0.08013451, 40, 28.224263694252237, 93.33333333333333, 'Low Risk'),
(52253, 64, 18, '01:45.9', 36.269303873585095, 96.08582422286861, 117, 80, 20, 'Female', 97.12450538704536, 1.7477165853277818, 0.13011486154327465, 37, 31.79704818286676, 92.33333333333333, 'High Risk'),
(52254, 86, 16, '00:45.9', 36.80847731, 99.04391659373364, 114, 74, 59, 'Male', 89.62819548173442, 1.6571481049969659, 0.064260422, 40, 32.63788468248015, 87.33333333333333, 'High Risk'),
(52255, 84, 12, '59:45.9', 37.499054122080885, 98.80733721921987, 134, 73, 55, 'Female', 81.54639822011903, 1.7486071916231576, 0.12634175531421882, 61, 26.66983097367219, 93.33333333333333, 'Low Risk'),
(52256, 74, 16, '58:45.9', 36.817120766085914, 98.53965925768333, 118, 84, 69, 'Male', 93.74838324841448, 1.7202735733926184, 0.12192880481846231, 34, 31.678802121194817, 95.33333333333333, 'High Risk'),
(52257, 73, 12, '57:45.9', 36.43422067686115, 96.47206108023741, 119, 70, 30, 'Female', 74.37044814981188, 1.6351218741981524, 0.1283888452654131, 49, 27.816349961137544, 86.33333333333333, 'Low Risk'),
(52258, 75, 16, '56:45.9', 37.43150527610419, 99.73865744111217, 135, 71, 18, 'Male', 63.063601259813645, 1.7657443881397095, 0.13919334459910399, 64, 20.226609888127292, 92.33333333333333, 'Low Risk'),
(52259, 98, 19, '55:45.9', 36.328191803212405, 95.15496490333315, 123, 73, 59, 'Female', 51.72822903298908, 1.5826515986195995, 0.069757935, 50, 20.651755210577683, 89.66666666666666, 'High Risk'),
(52260, 80, 13, '54:45.9', 36.613357723506816, 96.94740369858296, 121, 83, 39, 'Female', 56.25200948221752, 1.7215387774647426, 0.12806680123429975, 38, 18.980358982017023, 95.66666666666667, 'Low Risk'),
(52261, 79, 13, '53:45.9', 37.3975911, 95.43841089953303, 114, 73, 24, 'Female', 75.91906137, 1.9748842699136722, 0.066683744, 41, 19.46558807500029, 86.66666666666667, 'Low Risk'),
(52262, 82, 14, '52:45.9', 37.40706206, 96.91088628, 125, 70, 19, 'Male', 55.42181433135866, 1.5392088035310996, 0.063826675, 55, 23.39298604623334, 88.33333333333333, 'Low Risk'),
(52263, 85, 14, '51:45.9', 36.473112601795684, 95.84610072569491, 136, 84, 72, 'Female', 99.98974278924177, 1.7605036001446766, 0.09402961, 52, 32.261281611677234, 101.33333333333333, 'High Risk'),
(52264, 94, 15, '50:45.9', 36.83738286877001, 96.33641883237813, 116, 88, 18, 'Male', 55.97064054014975, 1.9613053739202884, 0.10912569515346843, 28, 14.550229400709904, 97.33333333333333, 'High Risk'),
(52265, 97, 13, '49:45.9', 36.37983522741747, 98.34962355604036, 116, 79, 60, 'Male', 52.48032032, 1.8620936417883294, 0.13025459670221756, 37, 15.135383959451975, 91.33333333333333, 'High Risk'),
(52266, 86, 18, '48:45.9', 36.486109096507185, 98.53127931921364, 124, 83, 47, 'Female', 62.34254364550368, 1.6258404199449026, 0.065337317, 41, 23.58460925558304, 96.66666666666667, 'Low Risk'),
(52267, 79, 14, '47:45.9', 37.29100871592496, 95.24018507851376, 139, 77, 64, 'Male', 63.791571688882556, 1.7301963915270087, 0.1459198826940678, 62, 21.30946265301723, 97.66666666666666, 'Low Risk'),
(52268, 80, 17, '46:45.9', 36.388519970671965, 96.12821041994218, 125, 75, 43, 'Female', 60.68902273603038, 1.7945666340431963, 0.097247894, 50, 18.844775441820108, 91.66666666666666, 'Low Risk'),
(52269, 96, 12, '45:45.9', 37.12262701111351, 96.44260265000244, 110, 75, 72, 'Male', 80.77756926, 1.8049667219002201, 0.13537636475925058, 35, 24.79433026870408, 86.66666666666667, 'High Risk'),
(52270, 65, 12, '44:45.9', 37.27152104220142, 97.04637687883107, 137, 72, 30, 'Female', 81.14634991895721, 1.560233449, 0.09476713, 65, 33.33418344110768, 93.66666666666666, 'High Risk'),
(52271, 72, 15, '43:45.9', 36.840943439811475, 95.72127846556974, 115, 89, 42, 'Male', 61.11169678041678, 1.6861401791217276, 0.058522741452590836, 26, 21.49497713579313, 97.66666666666667, 'Low Risk'),
(52272, 79, 17, '42:45.9', 37.00876237525754, 99.80490992226856, 132, 87, 89, 'Female', 92.24051810516093, 1.6722062346924353, 0.054970617, 45, 32.98694201168061, 102, 'High Risk'),
(52273, 93, 17, '41:45.9', 37.48700825406427, 96.61529698990547, 112, 75, 20, 'Female', 66.50068582759327, 1.757920721410487, 0.072007098, 37, 21.519270932323607, 87.33333333333333, 'High Risk'),
(52274, 84, 17, '40:45.9', 36.99264170666301, 96.15407855437606, 136, 76, 20, 'Male', 99.64285071533033, 1.581449001784686, 0.058679495, 60, 39.84150735124376, 96, 'High Risk'),
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(52453, 94, 13, '41:45.9', 36.147385504878066, 99.44951339950073, 128, 73, 41, 'Male', 57.94605900279395, 1.8281682979133582, 0.12457596307750853, 55, 17.337702919380614, 91.33333333333333, 'High Risk'),
(52454, 95, 16, '40:45.9', 36.566924487295566, 96.23139320794023, 115, 78, 67, 'Male', 94.50780374902376, 1.5520374354277513, 0.12493044800017493, 37, 39.23406309, 90.33333333333333, 'High Risk'),
(52455, 67, 12, '39:45.9', 36.484651900885794, 95.05530557555123, 123, 86, 41, 'Male', 58.70370025920335, 1.8123703204713915, 0.12532832541473798, 37, 17.87193572493863, 98.33333333333333, 'High Risk'),
(52456, 89, 15, '38:45.9', 36.830203208236796, 98.88937905296358, 118, 79, 73, 'Male', 62.19144945152589, 1.933600939741226, 0.089644939, 39, 16.634010901892463, 92, 'High Risk'),
(52457, 92, 19, '37:45.9', 36.653015007669374, 99.66247430905788, 131, 83, 87, 'Male', 98.31148979242715, 1.500150966795295, 0.098268995, 48, 43.68520166760274, 99, 'High Risk'),
(52458, 91, 17, '36:45.9', 36.24888844459903, 95.05315280259198, 133, 77, 86, 'Female', 94.41710684542562, 1.5408227565166686, 0.11493511122604365, 56, 39.769059514994474, 95.66666666666666, 'High Risk'),
(52459, 66, 14, '35:45.9', 36.983137769953046, 99.96669891, 133, 75, 50, 'Female', 78.84024404, 1.6675937620989318, 0.12653991273707357, 58, 28.350938250583855, 94.33333333333333, 'Low Risk'),
(52460, 98, 14, '34:45.9', 36.07274196832101, 98.92123170518684, 117, 89, 74, 'Female', 57.03318140084946, 1.8628050426727425, 0.10851726417196472, 28, 16.435873426155016, 98.33333333333333, 'High Risk'),
(52461, 61, 14, '33:45.9', 36.83693363148138, 97.69088493284809, 132, 85, 56, 'Male', 81.67968526324813, 1.7622265998553388, 0.080594423, 47, 26.302107643631565, 100.66666666666667, 'Low Risk'),
(52462, 75, 15, '32:45.9', 36.499189898544344, 98.01205888263215, 118, 75, 88, 'Female', 94.47017620123759, 1.8055782586754292, 0.12961108297368784, 43, 28.97757856859366, 89.33333333333333, 'Low Risk'),
(52463, 79, 14, '31:45.9', 36.85568821978456, 98.86793139808255, 134, 72, 39, 'Male', 51.617560920181546, 1.8758341726662162, 0.10828189419003997, 62, 14.669273048992746, 92.66666666666666, 'High Risk'),
(52464, 68, 14, '30:45.9', 36.14154200038177, 98.77798844, 123, 75, 27, 'Male', 84.28603170272146, 1.575031443387572, 0.099285411, 48, 33.97638354102379, 91, 'High Risk'),
(52465, 64, 18, '29:45.9', 37.32332797573421, 99.59260154065232, 128, 70, 21, 'Male', 85.89600108036862, 1.991748368188222, 0.083147835, 58, 21.65229849197424, 89.33333333333333, 'Low Risk'),
(52466, 96, 19, '28:45.9', 36.53924198405414, 96.49711431314465, 131, 71, 71, 'Male', 84.81345705961286, 1.712427824642575, 0.11909494486794667, 60, 28.922791970743592, 91, 'High Risk'),
(52467, 60, 19, '27:45.9', 36.11749563952621, 96.46178574329122, 129, 71, 84, 'Female', 67.41272927, 1.7843670741190092, 0.11237052587287608, 58, 21.172566647593264, 90.33333333333333, 'Low Risk'),
(52468, 66, 17, '26:45.9', 36.333208076184555, 98.08561631542045, 116, 86, 46, 'Male', 66.59285046138558, 1.9750728902660912, 0.080358179, 30, 17.07109381707608, 96, 'High Risk'),
(52469, 78, 13, '25:45.9', 36.75538497981922, 99.09745835597089, 127, 82, 89, 'Male', 78.76107564568923, 1.6195261824919274, 0.10321373527766597, 45, 30.02864195099077, 97, 'High Risk'),
(52470, 71, 12, '24:45.9', 36.15247934263727, 95.99869622779906, 116, 70, 89, 'Male', 75.39370627938538, 1.544862241267405, 0.075969044, 46, 31.59043282791903, 85.33333333333333, 'High Risk'),
(52471, 68, 19, '23:45.9', 36.266585896627795, 96.84133262672778, 132, 85, 20, 'Female', 53.24122011939557, 1.6371745316347912, 0.1355860840882279, 47, 19.86360358749166, 100.66666666666667, 'Low Risk'),
(52472, 97, 13, '22:45.9', 36.087187018156975, 95.91131537, 138, 72, 19, 'Male', 85.79896398, 1.5849716291317464, 0.10593463273663578, 66, 34.15380214719654, 94, 'High Risk'),
(52473, 83, 12, '21:45.9', 36.33552677944265, 97.20522577878913, 137, 76, 63, 'Male', 82.98310470151782, 1.6773667613266448, 0.063052983, 61, 29.493995778631085, 96.33333333333333, 'Low Risk'),
(52474, 85, 14, '20:45.9', 36.81732741715599, 98.94173017822706, 127, 72, 55, 'Male', 64.29910490491906, 1.7259701665284564, 0.090839736, 55, 21.584319349335022, 90.33333333333333, 'Low Risk'),
(52475, 63, 15, '19:45.9', 36.59214701986872, 97.57261021544826, 129, 72, 21, 'Male', 83.93560474966114, 1.6794710067551692, 0.13892449821830516, 57, 29.757826139981535, 91, 'Low Risk'),
(52476, 73, 13, '18:45.9', 37.42566920736221, 97.81919855728408, 131, 79, 47, 'Female', 66.77531172308193, 1.8811503023326441, 0.058979728, 52, 18.86987097717628, 96.33333333333333, 'Low Risk'),
(52477, 61, 15, '17:45.9', 37.13729596022247, 98.28915425012818, 127, 71, 58, 'Female', 55.597246160258365, 1.719165677817541, 0.11814614822504099, 56, 18.811256982949757, 89.66666666666666, 'Low Risk'),
(52478, 74, 19, '16:45.9', 36.268021820196694, 96.90560358, 121, 71, 88, 'Male', 65.11378936691446, 1.5522045467743808, 0.1313709488459499, 50, 27.025582776991676, 87.66666666666666, 'Low Risk'),
(52479, 87, 12, '15:45.9', 37.00990431, 99.21213799400154, 110, 89, 39, 'Male', 96.33891918242858, 1.680098887372564, 0.11589874841218746, 21, 34.129669384597904, 96, 'High Risk'),
(52480, 79, 12, '14:45.9', 37.271712402675554, 96.29512777071758, 128, 82, 56, 'Female', 56.87059492776676, 1.9970556758073028, 0.086326976, 46, 14.259602720926921, 97.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(52481, 95, 18, '13:45.9', 37.412561212128466, 97.65611322202506, 124, 85, 20, 'Female', 79.68411363201608, 1.8367158645398507, 0.053537397, 39, 23.62042957623474, 98, 'High Risk'),
(52482, 80, 13, '12:45.9', 36.10886271148477, 98.04729665, 115, 74, 52, 'Male', 55.015055841353586, 1.8089980779055364, 0.066379424, 41, 16.811456735876455, 87.66666666666667, 'High Risk'),
(52483, 97, 14, '11:45.9', 36.60324623236837, 98.11552421982739, 114, 79, 44, 'Male', 68.11728489, 1.8427819658612317, 0.074689945, 35, 20.059006638511686, 90.66666666666667, 'High Risk'),
(52484, 62, 16, '10:45.9', 37.026904265489925, 97.8535319, 112, 70, 37, 'Female', 64.81013872790027, 1.8262430580852511, 0.10622950557444347, 42, 19.432371067092866, 84, 'Low Risk'),
(52485, 87, 17, '09:45.9', 36.03687890824741, 96.02146996812624, 118, 75, 80, 'Male', 68.56342270451856, 1.6975933238250467, 0.069125871, 43, 23.791683420398474, 89.33333333333333, 'Low Risk'),
(52486, 79, 12, '08:45.9', 36.937325870921946, 99.00178073, 133, 79, 35, 'Female', 56.26633438565272, 1.6290424393636844, 0.066576126, 54, 21.20234152013601, 97, 'Low Risk'),
(52487, 87, 12, '07:45.9', 36.15273188614934, 96.02523544845361, 110, 83, 20, 'Male', 58.72783633941883, 1.5694432318960436, 0.092006636, 27, 23.842554155452135, 92, 'Low Risk'),
(52488, 87, 14, '06:45.9', 37.037620015791425, 99.66548806963344, 137, 88, 27, 'Female', 89.15961567389408, 1.6283004327229071, 0.076874739, 49, 33.62785074699441, 104.33333333333333, 'High Risk'),
(52489, 78, 13, '05:45.9', 37.03341613652659, 99.56642238677905, 120, 82, 39, 'Female', 65.12194351775136, 1.8923631332735882, 0.059581014438430446, 38, 18.185213161205255, 94.66666666666667, 'High Risk'),
(52490, 90, 19, '04:45.9', 37.10477291560081, 99.01407754641284, 132, 72, 83, 'Female', 60.35919742320138, 1.5458446052400814, 0.067908371, 60, 25.258746082064167, 92, 'Low Risk'),
(52491, 81, 15, '03:45.9', 36.00061320005744, 95.36919032196315, 135, 85, 18, 'Male', 54.74419685330219, 1.5432944583347967, 0.11174711563014966, 50, 22.984787619949174, 101.66666666666666, 'Low Risk'),
(52492, 90, 12, '02:45.9', 36.41652486141523, 99.17509639002351, 124, 83, 57, 'Female', 81.84381927542935, 1.9620483096512964, 0.11919952056073774, 41, 21.26015835010196, 96.66666666666667, 'Low Risk'),
(52493, 76, 15, '01:45.9', 36.10559566017241, 97.17867994668549, 113, 71, 68, 'Male', 81.67935677067175, 1.613185359682705, 0.087772282, 42, 31.386563318441944, 85, 'High Risk'),
(52494, 81, 14, '00:45.9', 37.046090653630145, 97.05106937293155, 110, 85, 53, 'Male', 87.64624664083729, 1.7957511248761566, 0.10232395051236268, 25, 27.179472790245143, 93.33333333333333, 'Low Risk'),
(52495, 71, 17, '59:45.9', 36.45980076278281, 95.70047356695173, 115, 75, 48, 'Female', 52.132503254455905, 1.6406004684452578, 0.070846229, 40, 19.36880900300824, 88.33333333333333, 'Low Risk'),
(52496, 79, 15, '58:45.9', 36.06478729, 96.28966185454873, 114, 76, 77, 'Male', 79.79835616762298, 1.5683937747308836, 0.085721633, 38, 32.440215113792576, 88.66666666666667, 'High Risk'),
(52497, 77, 12, '57:45.9', 36.23937125834339, 95.65142093445766, 116, 88, 36, 'Male', 90.14938467030167, 1.5654052472651117, 0.064919812, 28, 36.78825568272667, 97.33333333333333, 'High Risk'),
(52498, 68, 16, '56:45.9', 37.03452139579776, 95.13778607935355, 113, 87, 51, 'Male', 78.53654290558738, 1.5378452729931753, 0.10538678014237887, 26, 33.20828870713448, 95.66666666666667, 'High Risk'),
(52499, 61, 18, '55:45.9', 37.35574008190357, 96.50913971515038, 136, 70, 41, 'Female', 78.28829456533984, 1.7250131471523424, 0.129373934, 66, 26.30946481, 92, 'Low Risk'),
(52500, 98, 12, '54:45.9', 37.46624136066357, 97.72825278244979, 110, 70, 45, 'Male', 85.97495499525544, 1.871569457901015, 0.09037401, 40, 24.544831695829174, 83.33333333333333, 'High Risk'),
(52501, 73, 14, '53:45.9', 36.93773240516185, 97.46710783409048, 117, 72, 73, 'Male', 82.1511004, 1.8305514806595782, 0.13158029691975254, 45, 24.51599313, 87, 'Low Risk'),
(52502, 70, 12, '52:45.9', 36.91265545765114, 95.31358891532123, 125, 76, 38, 'Female', 51.83340803882262, 1.8475213698197446, 0.14969152804087282, 49, 15.185560403647884, 92.33333333333333, 'High Risk'),
(52503, 74, 19, '51:45.9', 36.473843499002825, 95.91888933555687, 118, 73, 52, 'Male', 56.27777700328568, 1.9025897526877087, 0.088566052, 45, 15.547001041268892, 88, 'High Risk'),
(52504, 99, 12, '50:45.9', 37.21477933388644, 97.88935367951446, 132, 82, 25, 'Female', 89.57891478, 1.7265763198470154, 0.10726038220612885, 50, 30.049291476581583, 98.66666666666666, 'High Risk'),
(52505, 77, 13, '49:45.9', 37.03180092002518, 98.70438101, 118, 82, 44, 'Male', 90.56750862752922, 1.9036888580122882, 0.068774545, 36, 24.990818766999414, 94, 'Low Risk'),
(52506, 72, 15, '48:45.9', 37.10946476242663, 99.50925726359432, 115, 70, 72, 'Female', 59.756117937130995, 1.6765706251955073, 0.071810455, 45, 21.25879628638392, 85, 'Low Risk'),
(52507, 87, 13, '47:45.9', 36.408740886898485, 96.45606356233702, 136, 73, 19, 'Male', 74.43697131, 1.6509518389584423, 0.11284098930568622, 63, 27.309885891920594, 94, 'Low Risk'),
(52508, 90, 19, '46:45.9', 36.21812503225978, 95.43692630411198, 113, 89, 39, 'Male', 56.72467737283009, 1.897057863914778, 0.058869094, 24, 15.761983867102323, 97, 'High Risk'),
(52509, 83, 16, '45:45.9', 36.84697303238053, 99.21446891582427, 126, 79, 73, 'Male', 81.48658115881118, 1.504812728180317, 0.078269033, 47, 35.984973322948925, 94.66666666666667, 'High Risk'),
(52510, 92, 19, '44:45.9', 37.00245796709009, 95.69607141475645, 114, 82, 51, 'Female', 74.89975115786153, 1.790894636125412, 0.080435137, 32, 23.352872241813465, 92.66666666666667, 'High Risk'),
(52511, 91, 13, '43:45.9', 36.17547269, 95.11989573523017, 118, 74, 83, 'Male', 52.391997977975656, 1.9633764201753556, 0.13097033770019761, 44, 13.591200486659998, 88.66666666666667, 'High Risk'),
(52512, 66, 14, '42:45.9', 37.120113850736395, 98.45060950559595, 113, 72, 36, 'Male', 68.54237380918649, 1.6959200597704467, 0.11252350174518944, 41, 23.83133583479878, 85.66666666666667, 'Low Risk'),
(52513, 84, 18, '41:45.9', 37.024579067416916, 96.34919770406177, 110, 76, 88, 'Male', 83.22800307717714, 1.7869159292985248, 0.1349784709946124, 34, 26.06521033819764, 87.33333333333333, 'Low Risk'),
(52514, 93, 14, '40:45.9', 36.567601935271696, 96.20358531883801, 112, 75, 44, 'Female', 83.16554679922903, 1.7144079674657413, 0.07333534, 37, 28.295351579117092, 87.33333333333333, 'High Risk'),
(52515, 77, 15, '39:45.9', 36.278517253237325, 97.64614176, 123, 70, 52, 'Male', 88.41293876430669, 1.6278306665315099, 0.0996084, 53, 33.365479816255686, 87.66666666666666, 'High Risk'),
(52516, 83, 18, '38:45.9', 37.292789102676736, 98.48874960025658, 120, 86, 44, 'Male', 56.27631238538068, 1.970117015766142, 0.095634056, 34, 14.499118112478124, 97.33333333333333, 'High Risk'),
(52517, 60, 17, '37:45.9', 37.20054835254796, 99.14272394107861, 110, 78, 80, 'Male', 53.90372629594454, 1.5462316439138801, 0.060672369, 32, 22.546008924040866, 88.66666666666667, 'Low Risk'),
(52518, 65, 18, '36:45.9', 36.46235629956264, 98.99102528837756, 118, 82, 26, 'Male', 55.54136982434136, 1.5506054059379366, 0.095608121, 36, 23.100107403533066, 94, 'Low Risk'),
(52519, 94, 13, '35:45.9', 36.89667972220393, 96.0434114, 113, 85, 69, 'Male', 99.35134671, 1.5773979752000007, 0.12398003619921556, 28, 39.92925436944542, 94.33333333333333, 'High Risk'),
(52520, 88, 13, '34:45.9', 37.053365016396675, 98.19963243, 130, 89, 64, 'Male', 50.16716219724801, 1.7318732012472655, 0.11548792032637036, 41, 16.72581738922462, 102.66666666666667, 'High Risk'),
(52521, 71, 14, '33:45.9', 36.06989508834968, 98.29703584460677, 116, 88, 68, 'Female', 76.53463679971163, 1.6728314580911978, 0.11912507001739214, 28, 27.349768316631987, 97.33333333333333, 'Low Risk'),
(52522, 84, 15, '32:45.9', 36.252036234943574, 99.97982898308115, 135, 77, 86, 'Female', 53.83025988280675, 1.574813088469724, 0.11525578202226587, 58, 21.705432566671284, 96.33333333333333, 'Low Risk'),
(52523, 73, 13, '31:45.9', 37.02090527982466, 99.97002755032943, 118, 79, 26, 'Female', 84.36725027613645, 1.7423080712516452, 0.12209799934086778, 39, 27.79226855457826, 92, 'Low Risk'),
(52524, 60, 15, '30:45.9', 37.11658288475082, 97.58673583391591, 122, 80, 59, 'Female', 83.36323097406456, 1.7185684523697138, 0.071051034, 42, 28.225449577614143, 94, 'Low Risk'),
(52525, 76, 15, '29:45.9', 36.76717614948544, 99.05413074087612, 112, 85, 68, 'Male', 68.05814833880007, 1.579166472181749, 0.081047977, 27, 27.29130478, 94, 'Low Risk'),
(52526, 76, 12, '28:45.9', 36.84358278242541, 97.98691624, 116, 71, 89, 'Female', 58.09817181, 1.6162610880594181, 0.1166714463039757, 45, 22.24023807638872, 86, 'Low Risk'),
(52527, 60, 19, '27:45.9', 36.78193232959111, 95.00877969316583, 137, 77, 39, 'Male', 81.10868200260514, 1.5836222925535295, 0.095625102, 60, 32.34179581635535, 97, 'High Risk'),
(52528, 82, 16, '26:45.9', 37.14501343883893, 98.76043411, 116, 88, 62, 'Female', 53.70783613551403, 1.8127870902166072, 0.055698744496747235, 28, 16.34346193255724, 97.33333333333333, 'High Risk'),
(52529, 98, 14, '25:45.9', 36.50381813, 96.93887847829774, 110, 89, 63, 'Female', 77.24661193548482, 1.939991873223709, 0.135286351, 21, 20.52483237, 96, 'High Risk'),
(52530, 79, 13, '24:45.9', 36.24085540147437, 95.99695693881635, 112, 72, 72, 'Female', 89.54321225975225, 1.8762914471091836, 0.11636624471760146, 40, 25.43501935076222, 85.33333333333333, 'Low Risk'),
(52531, 60, 19, '23:45.9', 36.42911668, 98.04025164291404, 139, 87, 58, 'Female', 96.68996415722222, 1.613684023075327, 0.090277756, 52, 37.13166306695308, 104.33333333333333, 'High Risk'),
(52532, 88, 17, '22:45.9', 37.32317864249523, 99.96056645115564, 130, 71, 30, 'Male', 60.53336046094508, 1.833581717729192, 0.070065639, 59, 18.005046362200435, 90.66666666666666, 'High Risk'),
(52533, 64, 18, '21:45.9', 37.06697630913744, 96.76066949824691, 116, 89, 18, 'Male', 52.77014878994057, 1.6566908241053637, 0.12639953698958167, 27, 19.226728117503313, 98, 'Low Risk'),
(52534, 73, 13, '20:45.9', 36.72508165, 95.42287700419337, 132, 83, 32, 'Female', 68.88862198162866, 1.7751586305402771, 0.12276057168315095, 49, 21.86115788888025, 99.33333333333333, 'Low Risk'),
(52535, 96, 19, '19:45.9', 36.758832104899085, 99.06328752688843, 137, 75, 42, 'Female', 60.563935664983234, 1.510185531741576, 0.10471312780994288, 62, 26.55543861367168, 95.66666666666666, 'High Risk'),
(52536, 83, 17, '18:45.9', 36.69566766021925, 97.87902380901797, 135, 89, 23, 'Female', 56.895123944212095, 1.756353737844953, 0.061673635, 46, 18.443828242891612, 104.33333333333333, 'High Risk'),
(52537, 88, 19, '17:45.9', 36.28612236182184, 99.58546534274035, 121, 71, 37, 'Male', 61.82039076, 1.5935091223097788, 0.10104707621428574, 50, 24.345720839593273, 87.66666666666666, 'Low Risk'),
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(52715, 99, 12, '19:45.9', 36.54236522495564, 97.39920209471164, 119, 81, 48, 'Male', 71.38200164, 1.957216250531754, 0.10105593538419705, 38, 18.634214739892155, 93.66666666666667, 'High Risk'),
(52716, 80, 16, '18:45.9', 37.072536737124885, 96.44372246925879, 136, 79, 39, 'Male', 75.03443342537845, 1.8700359185884181, 0.12501308488117271, 57, 21.456590413066174, 98, 'Low Risk'),
(52717, 88, 15, '17:45.9', 36.267777993263614, 99.45687658259324, 127, 81, 53, 'Male', 93.51425459, 1.8985998678169604, 0.081438238, 46, 25.94244614449816, 96.33333333333333, 'Low Risk'),
(52718, 89, 14, '16:45.9', 36.84760995338262, 98.74433275985427, 129, 72, 81, 'Male', 82.67664474, 1.8044939132100695, 0.057327046, 57, 25.39054368416394, 91, 'Low Risk'),
(52719, 64, 17, '15:45.9', 36.24964701873553, 97.40577021340191, 121, 78, 72, 'Female', 83.17404426855651, 1.9321809451358025, 0.080776609, 43, 22.278822300416913, 92.33333333333333, 'Low Risk'),
(52720, 76, 17, '14:45.9', 37.16926506233447, 97.36807063, 116, 74, 83, 'Male', 60.19686289283865, 1.6363193571982826, 0.1384312839364134, 42, 22.482143885692103, 88, 'Low Risk'),
(52721, 96, 16, '13:45.9', 37.151310964388884, 96.49521674435059, 138, 76, 85, 'Male', 74.48585185914892, 1.7404834456742908, 0.073755063, 62, 24.588610931393475, 96.66666666666666, 'High Risk'),
(52722, 60, 13, '12:45.9', 36.66033317193713, 97.03173817083908, 115, 78, 49, 'Female', 73.04634178498556, 1.7820809674838736, 0.054008554, 37, 23.00083524, 90.33333333333333, 'Low Risk'),
(52723, 70, 13, '11:45.9', 36.652882017680575, 98.80830769, 127, 84, 61, 'Male', 66.15907430357487, 1.6705224166277088, 0.09351282, 43, 23.707447876350937, 98.33333333333333, 'Low Risk'),
(52724, 67, 14, '10:45.9', 36.39663586773234, 97.07745657072918, 132, 70, 86, 'Female', 61.68954829598242, 1.8968941758706999, 0.057951629, 62, 17.144522112248023, 90.66666666666666, 'High Risk'),
(52725, 73, 16, '09:45.9', 37.16668895586446, 99.38902458, 116, 78, 68, 'Male', 82.09274498857178, 1.8032597211074706, 0.10655783881219189, 38, 25.245746296699043, 90.66666666666667, 'Low Risk'),
(52726, 64, 18, '08:45.9', 36.10231617076156, 95.22600184282805, 125, 72, 80, 'Female', 88.54797833028486, 1.7506711644501196, 0.13622292024341595, 53, 28.891460274977266, 89.66666666666666, 'Low Risk'),
(52727, 90, 17, '07:45.9', 36.54045473749134, 96.32187965149853, 136, 72, 82, 'Female', 52.77807208466434, 1.9745821211781547, 0.083267468, 64, 13.536398189701803, 93.33333333333333, 'High Risk'),
(52728, 65, 14, '06:45.9', 36.129446068272344, 95.70253046984493, 111, 72, 19, 'Female', 56.473195258108404, 1.9006354614961318, 0.073572859, 39, 15.63308556629024, 85, 'High Risk'),
(52729, 61, 18, '05:45.9', 37.16135679315724, 95.71041001583099, 129, 80, 45, 'Female', 77.26603310584238, 1.595563655064726, 0.13928112186903746, 49, 30.350115327269958, 96.33333333333333, 'High Risk'),
(52730, 79, 19, '04:45.9', 37.039375450427976, 99.32972038808468, 116, 88, 86, 'Female', 93.19104815928651, 1.6866876019610637, 0.062214015, 28, 32.757058111531016, 97.33333333333333, 'High Risk'),
(52731, 83, 13, '03:45.9', 37.001513271286264, 98.83538097523764, 110, 85, 82, 'Male', 97.50286869700987, 1.8930409883691979, 0.09725073, 25, 27.208046341159804, 93.33333333333333, 'Low Risk'),
(52732, 92, 15, '02:45.9', 37.10064271107831, 95.43158068468713, 125, 73, 66, 'Female', 99.71987443808531, 1.9640914452677665, 0.086457912, 52, 25.849867115953625, 90.33333333333333, 'High Risk'),
(52733, 92, 19, '01:45.9', 36.47173271292084, 99.45454494117206, 131, 86, 27, 'Male', 52.337933384629686, 1.9442428893668515, 0.11102924, 45, 13.84571957957901, 101, 'High Risk'),
(52734, 72, 14, '00:45.9', 37.14436180202175, 95.34226452571231, 126, 77, 24, 'Female', 59.885977336459696, 1.5314279009918221, 0.07087923, 49, 25.534774751242843, 93.33333333333333, 'Low Risk'),
(52735, 89, 15, '59:45.9', 36.75408686026916, 98.70343508, 128, 74, 82, 'Female', 83.17202135587337, 1.978098387268958, 0.077065932, 54, 21.255996929373804, 92, 'Low Risk'),
(52736, 69, 17, '58:45.9', 36.92224966214109, 98.13663274706259, 117, 81, 22, 'Female', 82.82295172075976, 1.9742316242388822, 0.096502773, 36, 21.24978280560312, 93, 'Low Risk'),
(52737, 68, 18, '57:45.9', 36.834355193128054, 95.35398398558074, 139, 82, 30, 'Male', 75.07562737222088, 1.907315248, 0.074650632, 57, 20.637353739749447, 101, 'Low Risk'),
(52738, 77, 15, '56:45.9', 36.37230707464808, 97.24228834645021, 119, 74, 40, 'Male', 82.65160513782195, 1.8113610955050048, 0.13249833593872704, 45, 25.19075713033993, 89, 'Low Risk'),
(52739, 86, 13, '55:45.9', 36.96529338785173, 97.57746916664912, 113, 88, 40, 'Female', 65.14749981444653, 1.8956034707189569, 0.11386314853009039, 25, 18.13020701217747, 96.33333333333333, 'High Risk'),
(52740, 86, 15, '54:45.9', 37.13055070826307, 96.89526929715826, 130, 79, 57, 'Male', 79.11456210045438, 1.5634381466480622, 0.060653861024394365, 51, 32.366446442598885, 96, 'High Risk'),
(52741, 66, 18, '53:45.9', 37.310850033449476, 97.80941107436944, 121, 86, 32, 'Male', 61.643693171183706, 1.682369634972512, 0.08410689, 35, 21.77939480998156, 97.66666666666667, 'Low Risk'),
(52742, 65, 14, '52:45.9', 37.36425609747891, 98.64428366796217, 133, 89, 23, 'Male', 56.43569587894864, 1.740513650275825, 0.090464032, 44, 18.62940640927866, 103.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(52743, 89, 16, '51:45.9', 37.44625617995793, 95.34390357210988, 114, 76, 38, 'Male', 81.73193257975088, 1.9195450075244955, 0.1475162073151936, 38, 22.181717459732642, 88.66666666666667, 'Low Risk'),
(52744, 86, 17, '50:45.9', 36.129905296718995, 99.86851926201281, 133, 78, 54, 'Male', 79.87191198909993, 1.8535978434787206, 0.057749233, 55, 23.24679307, 96.33333333333333, 'Low Risk'),
(52745, 67, 13, '49:45.9', 37.41502440509829, 97.95353127149444, 112, 76, 20, 'Female', 94.17631757654058, 1.5996225779769544, 0.057668121, 36, 36.80498577061224, 88, 'High Risk'),
(52746, 63, 15, '48:45.9', 37.26050485518459, 97.92114432069502, 119, 84, 47, 'Female', 53.544881595953974, 1.6072643816931285, 0.051018808, 35, 20.72732807683924, 95.66666666666667, 'Low Risk'),
(52747, 85, 19, '47:45.9', 36.41548993, 95.30200595990424, 137, 78, 73, 'Male', 95.63004785460929, 1.976622488724633, 0.070308716, 59, 24.476364313949993, 97.66666666666666, 'Low Risk'),
(52748, 97, 15, '46:45.9', 36.62004440537808, 95.58071660734011, 126, 79, 26, 'Male', 79.67747309077885, 1.9244573433506098, 0.11900288477914245, 47, 21.513891497955175, 94.66666666666667, 'High Risk'),
(52749, 76, 17, '45:45.9', 37.10630622005686, 96.31501276057239, 124, 82, 89, 'Female', 84.32462766410958, 1.6846581587243472, 0.10692312931111234, 42, 29.711929306824782, 96, 'Low Risk'),
(52750, 69, 17, '44:45.9', 36.95358673558321, 98.56992899879786, 128, 84, 54, 'Female', 90.70607859747096, 1.9004464188466679, 0.13063547546707482, 44, 25.11453448936832, 98.66666666666667, 'Low Risk'),
(52751, 77, 19, '43:45.9', 37.41967377820509, 97.05820511153095, 133, 76, 62, 'Male', 67.74569516884648, 1.6855020877511167, 0.079297753, 57, 23.846415895124387, 95, 'Low Risk'),
(52752, 66, 18, '42:45.9', 36.31679723406335, 99.54819691070544, 113, 89, 38, 'Male', 91.64771708245908, 1.9193508858819697, 0.085900472, 24, 24.877852943791787, 97, 'Low Risk'),
(52753, 66, 18, '41:45.9', 36.892144396200884, 97.47393930193894, 111, 83, 37, 'Male', 67.43007645852381, 1.8686678006527293, 0.07809747, 28, 19.310318972299104, 92.33333333333333, 'Low Risk'),
(52754, 82, 15, '40:45.9', 37.35340307590261, 97.26555636232428, 116, 83, 64, 'Female', 64.02503860820018, 1.5584088108275087, 0.13727820680231576, 33, 26.36252831301372, 94, 'Low Risk'),
(52755, 75, 15, '39:45.9', 36.13611303754821, 95.47796081639349, 137, 79, 61, 'Female', 75.30906245919729, 1.613798832, 0.051640524, 58, 28.91668123714742, 98.33333333333333, 'Low Risk'),
(52756, 70, 19, '38:45.9', 36.009035793362784, 96.47170027166125, 116, 86, 61, 'Male', 75.89750559081568, 1.9993837486903718, 0.07098963, 30, 18.986074788592205, 96, 'Low Risk'),
(52757, 71, 17, '37:45.9', 37.09236762871879, 96.54804462991565, 116, 75, 58, 'Female', 94.74620938353519, 1.9074061497698653, 0.12140153410087819, 41, 26.042069081890258, 88.66666666666667, 'Low Risk'),
(52758, 71, 12, '36:45.9', 36.355573523822095, 98.18696939557685, 134, 78, 72, 'Male', 68.97662317, 1.8384263497414055, 0.13449416657115779, 56, 20.40842346530308, 96.66666666666666, 'Low Risk'),
(52759, 69, 18, '35:45.9', 37.184059627457934, 97.76383052, 136, 76, 29, 'Female', 89.83448669285013, 1.9430934684329768, 0.10320907927816053, 60, 23.793356226796238, 96, 'Low Risk'),
(52760, 72, 19, '34:45.9', 37.359543716139584, 96.19507731028177, 115, 74, 75, 'Male', 87.89380378610443, 1.9289423024422105, 0.14691628128050283, 41, 23.62216969277596, 87.66666666666667, 'Low Risk'),
(52761, 85, 18, '33:45.9', 36.84834405, 98.41261736920104, 125, 83, 21, 'Male', 94.69512506110618, 1.6511969173820893, 0.11570845454301316, 42, 34.73200729877516, 97, 'High Risk'),
(52762, 74, 19, '32:45.9', 37.35071746756991, 97.95705449774398, 113, 84, 60, 'Male', 76.92093786640332, 1.7532716334595797, 0.10921456834884308, 29, 25.02339078, 93.66666666666667, 'Low Risk'),
(52763, 68, 12, '31:45.9', 37.075996775301604, 98.31349709976539, 115, 85, 41, 'Male', 99.14430588146371, 1.6222826960934191, 0.12211835222301867, 30, 37.67165541001749, 95, 'High Risk'),
(52764, 92, 18, '30:45.9', 36.13902259802936, 95.73707909940158, 134, 86, 39, 'Female', 98.97074982273907, 1.6636068749143755, 0.098709431, 48, 35.76065359064459, 102, 'High Risk'),
(52765, 91, 18, '29:45.9', 36.55663469475882, 97.38180976603157, 138, 74, 76, 'Female', 68.16991549477623, 1.9311385889844763, 0.055590769, 64, 18.279565614355473, 95.33333333333333, 'High Risk'),
(52766, 73, 15, '28:45.9', 36.42378585521184, 95.22665952938297, 134, 80, 53, 'Female', 53.89739883973692, 1.6600299336586128, 0.072259801, 54, 19.558519052672665, 98, 'Low Risk'),
(52767, 69, 19, '27:45.9', 36.10214672632581, 96.07492990900879, 119, 78, 70, 'Male', 71.05680462584786, 1.525521391100291, 0.10262664579986472, 41, 30.532971345745054, 91.66666666666667, 'High Risk'),
(52768, 84, 15, '26:45.9', 36.56058093614116, 96.03945080316909, 135, 72, 59, 'Male', 84.91976601324608, 1.5232682631402505, 0.11496229595470125, 63, 36.597886107988394, 93, 'High Risk'),
(52769, 82, 12, '25:45.9', 37.46732514906343, 98.33925264, 112, 73, 89, 'Female', 86.54085474763447, 1.7804535634952652, 0.11740460336366877, 39, 27.299825932207273, 86, 'Low Risk'),
(52770, 85, 12, '24:45.9', 37.06005453277887, 96.27580370589064, 113, 71, 53, 'Male', 62.50678775994273, 1.8714858699250796, 0.085711434, 42, 17.846541904263677, 85, 'High Risk'),
(52771, 83, 13, '23:45.9', 36.30704733685369, 95.24475366483131, 125, 86, 82, 'Female', 67.95679949537089, 1.6001123463483102, 0.10172089485955693, 39, 26.541897315467576, 99, 'Low Risk'),
(52772, 94, 16, '22:45.9', 36.638772114650706, 96.55786915, 115, 88, 88, 'Female', 56.42714130751798, 1.5373058095399266, 0.13283487897355312, 27, 23.876326657765404, 97, 'High Risk'),
(52773, 63, 15, '21:45.9', 36.98824651449944, 99.96859538, 110, 84, 34, 'Male', 61.447189931905655, 1.926556789844232, 0.066828465, 26, 16.55535111590589, 92.66666666666667, 'High Risk'),
(52774, 83, 16, '20:45.9', 36.96183762421591, 96.56146386434679, 122, 86, 54, 'Male', 87.47474935096464, 1.5286025339506861, 0.12427302238785164, 36, 37.43635495, 98, 'High Risk'),
(52775, 82, 13, '19:45.9', 36.83457124661582, 95.72354125006521, 135, 71, 63, 'Female', 90.41986672009483, 1.996737780179099, 0.12945774901979795, 64, 22.678889866432378, 92.33333333333333, 'Low Risk'),
(52776, 85, 16, '18:45.9', 36.75881755026663, 99.31293478, 135, 79, 84, 'Female', 57.34074675863181, 1.765451770734406, 0.137656249, 56, 18.397195728461327, 97.66666666666666, 'High Risk'),
(52777, 66, 16, '17:45.9', 37.31500223715971, 99.63118016641324, 114, 78, 55, 'Male', 97.71759466865028, 1.735044643133007, 0.10083327359899869, 36, 32.460220128727336, 90, 'High Risk'),
(52778, 71, 19, '16:45.9', 36.612770876768984, 97.96080808631065, 113, 84, 26, 'Male', 63.650167126879076, 1.8706161561462864, 0.1386543632931595, 29, 18.189894761446823, 93.66666666666667, 'High Risk'),
(52779, 63, 18, '15:45.9', 36.55897874832328, 98.96303815, 110, 79, 25, 'Female', 88.53100111346791, 1.5094116297394229, 0.139690312, 31, 38.85795952910522, 89.33333333333333, 'High Risk'),
(52780, 74, 12, '14:45.9', 37.11127717908264, 97.52477772516993, 123, 81, 31, 'Male', 90.04210956471967, 1.814873281678223, 0.098349405, 42, 27.337138133491163, 95, 'Low Risk'),
(52781, 78, 13, '13:45.9', 37.078671723262175, 99.52737249594534, 123, 84, 59, 'Female', 74.70092857177971, 1.8163090001737041, 0.13145376501418324, 39, 22.64365505743902, 97, 'Low Risk'),
(52782, 72, 18, '12:45.9', 36.237479074807666, 98.02001615077657, 127, 77, 22, 'Male', 78.96134537874568, 1.795448734166862, 0.059581425369319874, 50, 24.49449675229642, 93.66666666666666, 'Low Risk'),
(52783, 74, 15, '11:45.9', 36.73588227429909, 97.93474374623896, 124, 82, 83, 'Male', 69.80551106606116, 1.6671509582073833, 0.056026676743059625, 42, 25.115386060381816, 96, 'Low Risk'),
(52784, 68, 14, '10:45.9', 36.499166815531986, 99.21980567625926, 138, 71, 75, 'Female', 70.52018123, 1.6625296934793838, 0.076520491, 67, 25.513767773200758, 93.33333333333333, 'Low Risk'),
(52785, 95, 13, '09:45.9', 36.861649250556795, 95.87457220392231, 114, 85, 81, 'Male', 94.23817976671151, 1.525463896474566, 0.074280842, 29, 40.497015839603094, 94.66666666666667, 'High Risk'),
(52786, 65, 15, '08:45.9', 37.18967803, 97.82099725564517, 133, 85, 50, 'Male', 67.34993051530708, 1.849602282075995, 0.13198556562204267, 48, 19.687041049196385, 101, 'Low Risk'),
(52787, 77, 17, '07:45.9', 36.140631329963554, 99.69156495937328, 121, 75, 18, 'Female', 80.06423696668355, 1.695537021490768, 0.06610609, 46, 27.849924058705266, 90.33333333333333, 'Low Risk'),
(52788, 99, 19, '06:45.9', 36.92940292112135, 95.00815739978015, 116, 81, 23, 'Male', 72.12567688, 1.6843667487080352, 0.069147595, 35, 25.42240207733689, 92.66666666666667, 'High Risk'),
(52789, 79, 13, '05:45.9', 36.43613183000876, 99.74703661195929, 110, 73, 62, 'Male', 88.53217778, 1.5205192165457375, 0.12505660653660855, 37, 38.292817420650074, 85.33333333333333, 'High Risk'),
(52790, 92, 19, '04:45.9', 37.14979019638168, 96.69120789, 124, 74, 73, 'Female', 64.30907405, 1.5394858705653371, 0.066675236, 50, 27.134438676309863, 90.66666666666666, 'High Risk'),
(52791, 92, 19, '03:45.9', 36.95403390026669, 97.78055810732955, 126, 71, 87, 'Male', 94.01681000614755, 1.8015637439566787, 0.096312326, 55, 28.967181806502182, 89.33333333333333, 'High Risk'),
(52792, 72, 18, '02:45.9', 37.05900153777603, 98.86235534371961, 138, 83, 35, 'Male', 80.71035494, 1.582134213, 0.075578039, 55, 32.24353230159088, 101.33333333333333, 'High Risk'),
(52793, 91, 14, '01:45.9', 36.666986348033795, 95.24083773, 130, 72, 88, 'Female', 51.89286089935334, 1.844926400696261, 0.059941889597881895, 58, 15.245775599861979, 91.33333333333333, 'High Risk'),
(52794, 73, 13, '00:45.9', 36.55624288388546, 99.13127053212344, 124, 77, 35, 'Male', 95.66104652, 1.6327779132663953, 0.10778765913909115, 47, 35.88235129058921, 92.66666666666667, 'High Risk'),
(52795, 78, 16, '59:45.9', 36.900773544141586, 98.61842462890856, 122, 87, 21, 'Male', 99.07840594229879, 1.8118353944998693, 0.05054598, 35, 30.181549461239904, 98.66666666666667, 'High Risk'),
(52796, 70, 12, '58:45.9', 37.198751952257204, 99.16951649816274, 137, 78, 24, 'Male', 61.20514845011722, 1.6254542362561177, 0.1433456003829114, 59, 23.16532845109878, 97.66666666666666, 'Low Risk'),
(52797, 84, 18, '57:45.9', 36.69213454489092, 97.80312542821274, 128, 73, 37, 'Male', 80.20491766, 1.658486852, 0.069206208, 55, 29.159289074697124, 91.33333333333333, 'Low Risk'),
(52798, 78, 13, '56:45.9', 36.69697802241092, 98.60095213877341, 119, 78, 60, 'Male', 70.11093701882521, 1.973070811354028, 0.10398870966777893, 41, 18.009449077855404, 91.66666666666667, 'High Risk'),
(52799, 98, 13, '55:45.9', 36.71270968229165, 99.2655178, 114, 72, 84, 'Female', 53.805218660771914, 1.9348400303121904, 0.081056977, 42, 14.372564709391757, 86, 'High Risk'),
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(52976, 93, 12, '58:45.9', 36.29566369829632, 97.31789623754705, 136, 87, 27, 'Female', 70.89959033, 1.5106218706151016, 0.12191675848542029, 49, 31.069351581455315, 103.33333333333333, 'High Risk'),
(52977, 68, 13, '57:45.9', 36.45656321672057, 97.51459099345588, 128, 87, 27, 'Female', 96.91504978931735, 1.811000688647789, 0.080414018, 41, 29.549762337666653, 100.66666666666667, 'Low Risk'),
(52978, 79, 18, '56:45.9', 36.98156829431965, 99.37392033599308, 123, 85, 35, 'Female', 86.15834092989135, 1.793326392268249, 0.13897999617429718, 38, 26.790366044623962, 97.66666666666667, 'Low Risk'),
(52979, 88, 18, '55:45.9', 36.652807607580456, 98.70369505990475, 130, 79, 68, 'Male', 62.196678151502276, 1.550971613932753, 0.099094644, 51, 25.85588999770216, 96, 'Low Risk'),
(52980, 82, 17, '54:45.9', 36.54512486108931, 98.48548418007329, 115, 88, 58, 'Male', 64.77589431344343, 1.7905354547414816, 0.13906892515030916, 27, 20.20447489075067, 97, 'Low Risk'),
(52981, 70, 13, '53:45.9', 36.68005890870867, 98.64640756, 126, 73, 65, 'Female', 82.36911005689481, 1.5510601854610482, 0.1306362290761249, 53, 34.237896425269554, 90.66666666666666, 'High Risk'),
(52982, 77, 19, '52:45.9', 36.64865756824297, 95.62740773933001, 131, 85, 21, 'Female', 89.05401224083636, 1.9571882431175136, 0.10428877249406268, 46, 23.24814439587324, 100.33333333333333, 'Low Risk'),
(52983, 95, 15, '51:45.9', 36.85086445908014, 95.66516538301087, 136, 78, 32, 'Male', 81.99575047020375, 1.9153341034586109, 0.14359150418225486, 58, 22.35127294, 97.33333333333333, 'High Risk'),
(52984, 86, 19, '50:45.9', 37.05624372751987, 97.94832827, 132, 75, 87, 'Female', 96.84629964901671, 1.6698705800458626, 0.11973109695016276, 57, 34.731009353264206, 94, 'High Risk'),
(52985, 64, 18, '49:45.9', 36.44113916776028, 97.71762106926114, 119, 84, 81, 'Female', 92.25644378, 1.5285605012289065, 0.10450681469448231, 35, 39.484936488630744, 95.66666666666667, 'High Risk'),
(52986, 95, 15, '48:45.9', 36.927410420055985, 98.93279695101879, 132, 89, 71, 'Male', 88.14475386412994, 1.8775544381685358, 0.10498815752046863, 43, 25.004109586159238, 103.33333333333333, 'High Risk'),
(52987, 66, 14, '47:45.9', 36.10635174352425, 97.54986811607239, 114, 85, 62, 'Male', 66.35422863864993, 1.866652306893812, 0.10269161248924016, 29, 19.04327952402314, 94.66666666666667, 'Low Risk'),
(52988, 71, 18, '46:45.9', 36.08015554755511, 95.04332944255049, 120, 78, 35, 'Male', 60.94989909277095, 1.7750034852465233, 0.14097463380057945, 42, 19.34525998520471, 92, 'Low Risk'),
(52989, 77, 12, '45:45.9', 36.99422818549364, 95.95458150659819, 118, 78, 33, 'Female', 69.47018827091928, 1.8255173426481495, 0.096640772, 40, 20.846183172831555, 91.33333333333333, 'Low Risk'),
(52990, 69, 14, '44:45.9', 36.267849434439675, 95.70317247652586, 136, 85, 59, 'Male', 79.64239957649724, 1.6300044298391232, 0.12048052038556874, 51, 29.975522861652248, 102, 'Low Risk'),
(52991, 81, 18, '43:45.9', 36.53828995, 97.55963205377569, 135, 81, 60, 'Female', 85.28817817188873, 1.5290543711373006, 0.090941713, 54, 36.47900469349369, 99, 'High Risk'),
(52992, 70, 13, '42:45.9', 36.749369801300936, 97.47503707496793, 118, 88, 75, 'Female', 70.32579436309787, 1.675954456881226, 0.052773576315829275, 30, 25.03745725942987, 98, 'Low Risk'),
(52993, 68, 18, '41:45.9', 36.858719842077996, 98.03244457545267, 127, 85, 86, 'Female', 50.71968829, 1.8756447485869079, 0.11519273564435972, 42, 14.417016813237456, 99, 'High Risk'),
(52994, 84, 19, '40:45.9', 36.36056628250858, 96.65456632, 115, 75, 26, 'Male', 75.32407681136267, 1.8729519033391733, 0.14942077671867993, 40, 21.472398947066345, 88.33333333333333, 'Low Risk'),
(52995, 88, 18, '39:45.9', 36.512435882380124, 95.50733372657191, 130, 73, 87, 'Female', 71.20825731656637, 1.7175618400747377, 0.059295838, 57, 24.13823950761806, 92, 'Low Risk'),
(52996, 70, 16, '38:45.9', 36.13189814162617, 97.00365136446892, 120, 78, 38, 'Male', 77.47065332621635, 1.8763441632685165, 0.12549092647123228, 42, 22.004536102282703, 92, 'Low Risk'),
(52997, 75, 14, '37:45.9', 36.540422607740965, 96.36459113915983, 122, 82, 49, 'Male', 95.35083371420585, 1.8703111875789051, 0.10655642538813082, 40, 27.25817349075883, 95.33333333333333, 'Low Risk'),
(52998, 90, 16, '36:45.9', 36.184070431146644, 99.44873422535308, 130, 71, 29, 'Male', 77.21421450106142, 1.5558282488792063, 0.1228052283485187, 59, 31.898771121464826, 90.66666666666666, 'High Risk'),
(52999, 74, 16, '35:45.9', 36.32297618328219, 95.05877339013526, 118, 73, 83, 'Male', 77.85417898425898, 1.8973446073848144, 0.092701356, 45, 21.626662091901586, 88, 'Low Risk'),
(53000, 63, 17, '34:45.9', 37.18428311, 99.12002382522496, 120, 74, 78, 'Female', 84.05499481, 1.8631741856718338, 0.14464587510101473, 46, 24.213446406297024, 89.33333333333333, 'Low Risk'),
(53001, 88, 14, '33:45.9', 36.782616385068906, 98.10165151475177, 122, 87, 69, 'Female', 94.37312299286879, 1.5545575765928898, 0.1480719536595667, 35, 39.05122873899003, 98.66666666666667, 'High Risk'),
(53002, 99, 19, '32:45.9', 36.26332515855925, 98.50810632007051, 130, 88, 46, 'Female', 79.27198732464895, 1.964526207750227, 0.062169326, 42, 20.540172765960282, 102, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(53003, 83, 17, '31:45.9', 37.201552494800396, 99.48549455, 139, 72, 77, 'Female', 96.66937501174482, 1.6244782926982175, 0.07016323, 67, 36.63203841800227, 94.33333333333333, 'High Risk'),
(53004, 80, 16, '30:45.9', 36.308028042355005, 95.47782056437563, 137, 89, 63, 'Female', 55.62623554338664, 1.6795547847667622, 0.12142160351497261, 48, 19.719292155965622, 105, 'Low Risk'),
(53005, 78, 15, '29:45.9', 37.265718160561356, 96.78362493118006, 125, 81, 88, 'Male', 51.65179438609901, 1.514163927117766, 0.094804668, 44, 22.528881077546988, 95.66666666666667, 'Low Risk'),
(53006, 94, 14, '28:45.9', 36.71017786397932, 96.63718617799698, 117, 89, 75, 'Male', 85.49231377945719, 1.6771889187704425, 0.13650678157071028, 28, 30.39226745314819, 98.33333333333333, 'High Risk'),
(53007, 98, 19, '27:45.9', 36.97508764193807, 97.47024295554458, 135, 86, 84, 'Male', 94.01217553016787, 1.6121527008862837, 0.1378358376153544, 49, 36.17193588629152, 102.33333333333333, 'High Risk'),
(53008, 75, 14, '26:45.9', 36.660737973804274, 97.09933997162909, 110, 83, 27, 'Male', 95.68454167915192, 1.7259913466469785, 0.058978783440561525, 27, 32.11918766793276, 92, 'High Risk'),
(53009, 73, 15, '25:45.9', 37.34992700108897, 98.90619774640555, 132, 82, 79, 'Female', 64.12311448, 1.6358649367556761, 0.074852736, 50, 23.96181552725425, 98.66666666666666, 'Low Risk'),
(53010, 88, 17, '24:45.9', 37.378427087127136, 99.19921131181087, 122, 86, 28, 'Male', 70.78552633450263, 1.5504649091903873, 0.067145958, 36, 29.445611825138016, 98, 'Low Risk'),
(53011, 89, 15, '23:45.9', 37.39300387630548, 96.42033053788177, 110, 82, 75, 'Female', 63.76387750132367, 1.5007803141279303, 0.10343218590053387, 28, 28.31003915248053, 91.33333333333333, 'Low Risk'),
(53012, 87, 12, '22:45.9', 36.51035149097726, 97.71349025827138, 135, 76, 53, 'Male', 67.67464485636799, 1.8946969518826604, 0.084089385, 59, 18.85152431072027, 95.66666666666666, 'Low Risk'),
(53013, 88, 13, '21:45.9', 36.78205769, 96.12291075302268, 123, 75, 25, 'Female', 96.57343168, 1.5164707251271312, 0.1287781967312403, 48, 41.99422806, 91, 'High Risk'),
(53014, 96, 17, '20:45.9', 37.22760831998958, 99.47045875947455, 138, 79, 43, 'Male', 93.22118764118801, 1.777208940676662, 0.10546484512962051, 59, 29.514651037448267, 98.66666666666666, 'High Risk'),
(53015, 74, 19, '19:45.9', 36.20317106626087, 99.81894273829153, 118, 79, 74, 'Female', 75.33312550653802, 1.710967718, 0.10098196534821118, 39, 25.73370719335182, 92, 'Low Risk'),
(53016, 65, 14, '18:45.9', 36.94330548342807, 97.91587392465188, 132, 80, 85, 'Male', 57.76195132902994, 1.6501827657702617, 0.11083769094043824, 52, 21.211811644912725, 97.33333333333333, 'Low Risk'),
(53017, 82, 12, '17:45.9', 36.819106473294255, 98.81305301661521, 124, 70, 54, 'Male', 99.13552176, 1.6534155039233105, 0.080300451, 54, 36.26312987, 88, 'High Risk'),
(53018, 61, 16, '16:45.9', 36.57619505210743, 95.73432835000791, 113, 73, 72, 'Male', 94.32082751653164, 1.5003345416383311, 0.08380022, 40, 41.901675227438766, 86.33333333333333, 'High Risk'),
(53019, 99, 19, '15:45.9', 37.00082488802424, 99.20849111407074, 134, 88, 67, 'Male', 67.57578698548787, 1.9467178493536885, 0.10973220716705076, 46, 17.831385546794507, 103.33333333333333, 'High Risk'),
(53020, 83, 18, '14:45.9', 37.309510257113274, 95.11980608845006, 113, 70, 88, 'Male', 63.86422608519226, 1.9287388981590174, 0.094752938, 43, 17.16764701495192, 84.33333333333333, 'High Risk'),
(53021, 86, 18, '13:45.9', 36.47531897685976, 96.20558182486297, 125, 80, 72, 'Male', 61.96607815, 1.735739185306377, 0.090852888, 45, 20.56766899226214, 95, 'Low Risk'),
(53022, 99, 12, '12:45.9', 37.22800116815387, 98.97522901522733, 110, 76, 24, 'Male', 74.55639410861116, 1.9713889146699712, 0.11510650328530919, 34, 19.18404900230366, 87.33333333333333, 'High Risk'),
(53023, 65, 12, '11:45.9', 36.21449297599294, 98.31450223804038, 136, 75, 55, 'Male', 85.70964522, 1.7682978256876034, 0.077792101, 61, 27.41062079915259, 95.33333333333333, 'Low Risk'),
(53024, 76, 12, '10:45.9', 37.494771917388725, 96.24471673752372, 135, 77, 53, 'Male', 93.40678337222639, 1.9922793234237224, 0.068054755, 58, 23.533036109429343, 96.33333333333333, 'Low Risk'),
(53025, 63, 15, '09:45.9', 36.02234765661528, 99.25706344512014, 133, 88, 30, 'Female', 91.18878590503172, 1.9662927527669376, 0.14247758769014884, 45, 23.585499401264194, 103, 'Low Risk'),
(53026, 84, 13, '08:45.9', 36.666610612026744, 96.46506115245583, 131, 86, 25, 'Female', 79.29429665408955, 1.525357037676959, 0.074639095, 45, 34.07994859076866, 101, 'High Risk'),
(53027, 93, 14, '07:45.9', 36.55116069886251, 99.91403650544208, 118, 86, 57, 'Male', 58.98720727059825, 1.5277277190009544, 0.1207270143789504, 32, 25.273530771001855, 96.66666666666667, 'High Risk'),
(53028, 74, 19, '06:45.9', 37.44304135010992, 96.15472983777049, 118, 88, 64, 'Male', 62.031158333256776, 1.9897433209511746, 0.076027041, 30, 15.668079982598664, 98, 'High Risk'),
(53029, 74, 16, '05:45.9', 36.719090087294234, 98.44933784272199, 138, 85, 56, 'Male', 62.35498780970927, 1.5022110953412913, 0.11474998095161369, 53, 27.631805799188626, 102.66666666666666, 'Low Risk'),
(53030, 80, 18, '04:45.9', 36.083804271055676, 98.96776546738083, 124, 79, 89, 'Female', 82.61961625169525, 1.522352599595874, 0.090696852, 45, 35.64943630521201, 94, 'High Risk'),
(53031, 91, 18, '03:45.9', 36.27514456908573, 97.55299337, 139, 88, 67, 'Female', 64.97238409696558, 1.7699745418352153, 0.099204053, 51, 20.73933197727211, 105, 'High Risk'),
(53032, 99, 18, '02:45.9', 36.63477939, 97.17937906874415, 128, 83, 60, 'Male', 86.05228388670096, 1.9915682393121683, 0.10072248161283978, 45, 21.695617617147146, 98, 'High Risk'),
(53033, 60, 18, '01:45.9', 36.83730594444082, 96.06620492802008, 114, 87, 47, 'Male', 89.68522221409192, 1.5442001765906177, 0.075156081, 27, 37.61089714960952, 96, 'High Risk'),
(53034, 61, 12, '00:45.9', 36.98848249113624, 96.65817657766499, 122, 80, 60, 'Male', 62.106586298370715, 1.6656541061859678, 0.090543785, 42, 22.38556288847743, 94, 'Low Risk'),
(53035, 63, 19, '59:45.9', 36.28170384243831, 99.81269405375451, 119, 71, 75, 'Male', 98.59608480708148, 1.7187754574374423, 0.12055486820622303, 48, 33.37500829084593, 87, 'High Risk'),
(53036, 79, 12, '58:45.9', 36.44360843768477, 96.18385064386773, 119, 74, 46, 'Female', 62.67138982057122, 1.806747917386774, 0.10000631227452594, 45, 19.19880512084584, 89, 'Low Risk'),
(53037, 86, 12, '57:45.9', 36.59064956556916, 99.50813092783451, 139, 73, 59, 'Female', 56.43755680264335, 1.896730383977173, 0.0612561, 66, 15.687617879686561, 95, 'High Risk'),
(53038, 76, 17, '56:45.9', 36.99884366046239, 96.28162811889212, 126, 75, 22, 'Male', 79.44852410099544, 1.6097612102901304, 0.059781332272103915, 51, 30.659348178488745, 92, 'High Risk'),
(53039, 83, 18, '55:45.9', 36.88406547, 95.82729657, 113, 74, 80, 'Female', 74.75436418294345, 1.803728023, 0.11007406415740893, 39, 22.97705938973693, 87, 'Low Risk'),
(53040, 75, 13, '54:45.9', 36.74571499488673, 99.90421917011071, 127, 85, 53, 'Male', 51.69949112417642, 1.779388314, 0.073814389, 42, 16.32844397675601, 99, 'High Risk'),
(53041, 94, 17, '53:45.9', 37.14852456300817, 98.71418824123774, 139, 80, 30, 'Female', 57.323389111731935, 1.9733037857524325, 0.058524278, 59, 14.721225354348649, 99.66666666666666, 'High Risk'),
(53042, 76, 18, '52:45.9', 36.250850980807314, 97.76139558145472, 133, 85, 45, 'Female', 99.77167759333943, 1.9966322807093984, 0.13364055977490474, 48, 25.02713279472159, 101, 'Low Risk'),
(53043, 81, 17, '51:45.9', 36.47324193809011, 97.92598450619114, 121, 89, 34, 'Male', 97.87742060710366, 1.7609089038894723, 0.078826294, 32, 31.56521391594054, 99.66666666666667, 'High Risk'),
(53044, 94, 15, '50:45.9', 37.33607951773414, 95.91142017742774, 121, 83, 65, 'Male', 90.00647065939413, 1.5544296873545482, 0.10433493645231715, 38, 37.25045384, 95.66666666666667, 'High Risk'),
(53045, 91, 18, '49:45.9', 36.51280856699848, 96.71103110177609, 120, 80, 31, 'Female', 84.73647914219563, 1.9172633013361162, 0.10308830773064992, 40, 23.051908970223153, 93.33333333333333, 'High Risk'),
(53046, 96, 14, '48:45.9', 36.40149059847137, 95.72855741617055, 131, 73, 22, 'Male', 80.29304195804563, 1.5016056539040759, 0.069876072, 58, 35.609520203049655, 92.33333333333333, 'High Risk'),
(53047, 84, 17, '47:45.9', 36.02297045, 96.52165882504084, 120, 70, 35, 'Male', 71.92607389, 1.788437819041633, 0.11944619853052933, 50, 22.487369949979495, 86.66666666666666, 'Low Risk'),
(53048, 62, 14, '46:45.9', 36.565216110194456, 99.34839979942494, 129, 81, 56, 'Male', 52.34449337578847, 1.5281521524158763, 0.12796149166678678, 48, 22.41495161966417, 97, 'Low Risk'),
(53049, 71, 19, '45:45.9', 36.6783137, 98.20464904312674, 136, 73, 44, 'Female', 62.31303955568575, 1.592516914969201, 0.14660914510151143, 63, 24.57032088418459, 94, 'Low Risk'),
(53050, 79, 19, '44:45.9', 36.83399830327661, 96.52440687679412, 121, 77, 22, 'Female', 75.48963233914724, 1.8190097905690323, 0.082614265, 44, 22.814829997176876, 91.66666666666667, 'Low Risk'),
(53051, 84, 16, '43:45.9', 36.541385188289425, 97.77546396819827, 116, 86, 82, 'Female', 73.02241360642122, 1.5258478477720274, 0.11415403522936221, 30, 31.364164621243827, 96, 'High Risk'),
(53052, 75, 13, '42:45.9', 37.32282003521716, 97.32753642792122, 138, 86, 32, 'Female', 96.44554044849855, 1.6927148912605685, 0.11663529535105246, 52, 33.66003176031448, 103.33333333333333, 'High Risk'),
(53053, 66, 19, '41:45.9', 36.997527312291204, 95.27280894, 136, 74, 81, 'Female', 91.68149698920453, 1.791399890730931, 0.13794356041103673, 62, 28.569103284104052, 94.66666666666666, 'Low Risk'),
(53054, 65, 14, '40:45.9', 36.41604135868958, 95.99500904091998, 118, 79, 36, 'Male', 63.59013303345495, 1.6322086794946056, 0.079686285, 39, 23.869227712163212, 92, 'Low Risk'),
(53055, 82, 13, '39:45.9', 37.02884136169904, 95.79686403922865, 111, 77, 23, 'Female', 85.18296882, 1.9075987982246085, 0.062480343809095444, 34, 23.408775242917642, 88.33333333333333, 'Low Risk'),
(53056, 79, 14, '38:45.9', 37.36196608802232, 95.71786274262891, 121, 87, 89, 'Male', 91.32391299, 1.6400440847344764, 0.063204848, 34, 33.95263364366579, 98.33333333333333, 'High Risk'),
(53057, 65, 19, '37:45.9', 36.77184386118761, 97.68013254, 128, 77, 82, 'Female', 53.95652107908131, 1.7983505718170347, 0.090874161, 51, 16.68380962152059, 94, 'High Risk'),
(53058, 73, 17, '36:45.9', 36.63770781772555, 99.55269454870633, 120, 89, 78, 'Female', 65.06089769280287, 1.777999473342561, 0.10659492907422512, 31, 20.580541398972247, 99.33333333333333, 'Low Risk'),
(53059, 78, 15, '35:45.9', 36.69559847253256, 97.51169164226687, 117, 75, 76, 'Male', 62.673034852409735, 1.5674363217500282, 0.11364557704774365, 42, 25.509439286075143, 89, 'Low Risk'),
(53060, 63, 19, '34:45.9', 37.24827717, 95.07107221955023, 123, 89, 45, 'Male', 64.75947473680455, 1.8174524194743205, 0.086255218, 34, 19.605468176104388, 100.33333333333333, 'Low Risk'),
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(53239, 67, 14, '35:45.9', 37.450086095393935, 96.41425667561934, 126, 78, 85, 'Male', 70.57207153561524, 1.964316136557556, 0.092488269, 48, 18.28984803337733, 94, 'High Risk'),
(53240, 80, 12, '34:45.9', 36.19006696884464, 95.74810915710599, 134, 85, 35, 'Male', 78.42125811106618, 1.5783123197294284, 0.072310591, 49, 31.48095600711534, 101.33333333333333, 'High Risk'),
(53241, 78, 12, '33:45.9', 36.409647134485645, 99.7109844, 134, 70, 29, 'Female', 73.38803712, 1.5642221335839235, 0.14418678027973997, 64, 29.99358777350753, 91.33333333333333, 'Low Risk'),
(53242, 76, 15, '32:45.9', 36.89229344743226, 95.01664402, 134, 87, 31, 'Female', 69.91571611503804, 1.6223097988573558, 0.084207878, 47, 26.56484141151396, 102.66666666666667, 'Low Risk'),
(53243, 82, 17, '31:45.9', 36.94258004350505, 96.93879880999872, 139, 74, 49, 'Male', 94.25532095374766, 1.8073661540087271, 0.069284716, 65, 28.854502208751743, 95.66666666666666, 'Low Risk'),
(53244, 81, 13, '30:45.9', 36.69984946227555, 98.28570103, 131, 78, 28, 'Male', 72.50043706448005, 1.7841904388411314, 0.10435072009488802, 53, 22.774990748616812, 95.66666666666666, 'Low Risk'),
(53245, 68, 18, '29:45.9', 36.37408817650011, 97.19568445467397, 123, 75, 44, 'Female', 91.50148294755448, 1.5144145763599426, 0.12917823926680705, 48, 39.896846558487816, 91, 'High Risk'),
(53246, 61, 16, '28:45.9', 37.069692892287485, 99.45969573173775, 134, 85, 44, 'Female', 52.93314970040735, 1.5615814305919384, 0.13731295855747988, 49, 21.70693295, 101.33333333333333, 'Low Risk'),
(53247, 84, 16, '27:45.9', 36.41536933447214, 98.77671366117248, 112, 78, 20, 'Male', 73.95367519267629, 1.9262323591087949, 0.076454172, 34, 19.931611467976076, 89.33333333333333, 'Low Risk'),
(53248, 73, 17, '26:45.9', 37.457949989952375, 95.89194818567039, 129, 89, 51, 'Female', 76.95153344837553, 1.8351993725626965, 0.13604001940892968, 40, 22.84813596378746, 102.33333333333333, 'Low Risk'),
(53249, 79, 19, '25:45.9', 37.26524599231341, 98.19727317, 118, 87, 77, 'Male', 91.03232434, 1.9176843635522036, 0.057785865, 31, 24.753771491781297, 97.33333333333333, 'Low Risk'),
(53250, 99, 18, '24:45.9', 37.480988723870055, 98.02246060430836, 132, 72, 69, 'Male', 58.154782537961296, 1.5032252213919846, 0.12271522645374945, 60, 25.73577958774221, 92, 'High Risk'),
(53251, 76, 19, '23:45.9', 36.93652552022936, 95.4176065, 136, 87, 48, 'Male', 91.67629577942427, 1.8547684383695118, 0.10761113443655301, 49, 26.648800332929007, 103.33333333333333, 'Low Risk'),
(53252, 82, 14, '22:45.9', 36.30046333717131, 96.52416632417193, 126, 84, 70, 'Male', 98.10509927375892, 1.5661436831224436, 0.11605821620686002, 42, 39.99708816208496, 98, 'High Risk'),
(53253, 74, 19, '21:45.9', 36.92651518342597, 97.50161592060694, 130, 85, 39, 'Male', 51.009030533151524, 1.7980584586211208, 0.12180649392652182, 45, 15.777545984126801, 100, 'High Risk'),
(53254, 63, 13, '20:45.9', 36.35194421133695, 99.47207865939204, 117, 75, 29, 'Female', 90.27887406, 1.6377699784557858, 0.060073964, 42, 33.657381249556664, 89, 'High Risk'),
(53255, 69, 18, '19:45.9', 36.10375406570339, 98.40270949826093, 134, 77, 82, 'Female', 53.837313053128725, 1.6964200834619867, 0.14756337520124652, 57, 18.707534985553437, 96, 'Low Risk'),
(53256, 91, 13, '18:45.9', 36.32763575302258, 95.93143044604602, 120, 73, 39, 'Male', 84.50459634144919, 1.6033861169202526, 0.12930964422357938, 47, 32.870332240250455, 88.66666666666667, 'High Risk'),
(53257, 83, 15, '17:45.9', 36.277305221010224, 95.58562729882183, 111, 78, 89, 'Male', 56.22738471444165, 1.5658048036364987, 0.053740918, 33, 22.933621556201665, 89, 'Low Risk'),
(53258, 77, 13, '16:45.9', 36.448719579516364, 99.27155837754329, 133, 88, 39, 'Male', 68.67385308, 1.5131780186955008, 0.08075038, 45, 29.992410208873817, 103, 'Low Risk'),
(53259, 98, 13, '15:45.9', 36.58580824519289, 98.19152138305341, 135, 73, 58, 'Female', 89.24154846964915, 1.6003643043495632, 0.080280644, 62, 34.84411073816597, 93.66666666666666, 'High Risk'),
(53260, 92, 12, '14:45.9', 36.494792825225275, 98.07470728, 128, 78, 36, 'Female', 52.04005800135003, 1.6818725634464564, 0.116392769, 50, 18.397194508508733, 94.66666666666666, 'High Risk'),
(53261, 95, 12, '13:45.9', 36.47884067208153, 95.54919277320141, 131, 81, 32, 'Male', 78.69803898929383, 1.5486881584275032, 0.080026565, 50, 32.81224573265029, 97.66666666666666, 'High Risk'),
(53262, 63, 15, '12:45.9', 36.743896328626676, 98.83857296948418, 134, 86, 55, 'Male', 85.57023919093263, 1.6888936214584709, 0.12219161072643993, 48, 29.99978588018195, 102, 'Low Risk'),
(53263, 71, 14, '11:45.9', 37.14788528799367, 95.49590334607545, 131, 83, 72, 'Female', 86.49566665662434, 1.740667894956888, 0.14656095763563734, 48, 28.547133884366062, 99, 'Low Risk'),
(53264, 79, 12, '10:45.9', 36.23008468542112, 97.52284682199931, 113, 79, 34, 'Male', 61.99829601148536, 1.7794756242418504, 0.1448203144151255, 34, 19.579232641915393, 90.33333333333333, 'Low Risk'),
(53265, 94, 19, '09:45.9', 36.58488365318024, 99.54829734725628, 118, 83, 25, 'Female', 92.17569503016415, 1.6146865548748126, 0.1481339719893796, 35, 35.35411440475902, 94.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(53266, 67, 15, '08:45.9', 36.4382864, 99.26896150300387, 110, 71, 76, 'Female', 66.47281499408746, 1.6721555135042214, 0.08461052, 39, 23.773369494041695, 84, 'Low Risk'),
(53267, 97, 13, '07:45.9', 37.16357611611005, 97.72865150174738, 135, 85, 31, 'Female', 69.62409931, 1.911204461, 0.094867083, 50, 19.06098278393801, 101.66666666666666, 'High Risk'),
(53268, 81, 12, '06:45.9', 36.22046472236993, 97.70703417766187, 138, 87, 56, 'Male', 80.04048946557414, 1.5149411443714476, 0.094134589, 51, 34.875321046894456, 104, 'High Risk'),
(53269, 83, 19, '05:45.9', 36.5771711, 98.46430558537602, 122, 82, 54, 'Female', 52.43245115187411, 1.855021580766917, 0.1233356865989576, 40, 15.237096851090458, 95.33333333333333, 'High Risk'),
(53270, 70, 18, '04:45.9', 36.286430496333196, 97.58116277701917, 125, 79, 68, 'Female', 96.01486149109157, 1.9233322664354169, 0.13709097812253446, 46, 25.955525415719183, 94.33333333333333, 'Low Risk'),
(53271, 75, 14, '03:45.9', 36.55299236, 95.12444472971971, 128, 73, 47, 'Male', 84.84647271570722, 1.766458784473598, 0.1324808899380578, 55, 27.191099850897327, 91.33333333333333, 'Low Risk'),
(53272, 70, 16, '02:45.9', 36.97389482741689, 98.57473916572538, 114, 87, 50, 'Male', 60.297127056892094, 1.6997409289876055, 0.1428911967907085, 27, 20.87041840330803, 96, 'Low Risk'),
(53273, 67, 13, '01:45.9', 36.72689823087525, 96.42501123721925, 111, 71, 72, 'Female', 52.50397940719267, 1.8031820644116612, 0.1418448430430207, 40, 16.14778889090253, 84.33333333333333, 'High Risk'),
(53274, 78, 13, '00:45.9', 37.42745437990635, 99.65713758463528, 128, 73, 89, 'Female', 63.12524968353897, 1.8053568790503007, 0.060611915, 55, 19.367652250703873, 91.33333333333333, 'Low Risk'),
(53275, 98, 18, '59:45.9', 36.347781684690226, 97.13838784277974, 114, 78, 68, 'Male', 74.6548629, 1.5579993565810635, 0.10661404623572499, 36, 30.755553994150105, 90, 'High Risk'),
(53276, 86, 17, '58:45.9', 37.416942021347104, 97.14290835386043, 139, 79, 47, 'Female', 73.87706682100492, 1.8988311541681155, 0.057891959, 60, 20.489763560073502, 99, 'Low Risk'),
(53277, 98, 14, '57:45.9', 37.31179533832309, 96.55819017718738, 128, 80, 40, 'Female', 95.06382041707545, 1.5623412428911703, 0.13094384983343046, 48, 38.946054633458544, 96, 'High Risk'),
(53278, 88, 16, '56:45.9', 37.49422932061493, 96.01881865, 134, 80, 21, 'Female', 76.49805719621943, 1.841707071866133, 0.088529596, 54, 22.55325831561291, 98, 'Low Risk'),
(53279, 79, 19, '55:45.9', 36.713152259515546, 95.77497823222413, 111, 70, 79, 'Female', 79.70647045, 1.5176825928877598, 0.14829528096384753, 41, 34.60442778381119, 83.66666666666667, 'High Risk'),
(53280, 77, 19, '54:45.9', 37.29123157, 98.41557377240686, 131, 73, 64, 'Female', 55.92050122135898, 1.8042182054685898, 0.11865895012755391, 58, 17.178804363898045, 92.33333333333333, 'High Risk'),
(53281, 89, 19, '53:45.9', 37.15933816649584, 99.27220069192614, 132, 87, 64, 'Male', 87.98359311094472, 1.6609420576189877, 0.12832205764795995, 45, 31.892805875023004, 102, 'High Risk'),
(53282, 67, 15, '52:45.9', 37.305416592450435, 99.84612261634037, 124, 78, 87, 'Female', 74.31653780722925, 1.5364261301926512, 0.14019838975956533, 46, 31.481984417268364, 93.33333333333333, 'High Risk'),
(53283, 83, 12, '51:45.9', 37.15109287691408, 96.59030401791924, 122, 87, 53, 'Male', 62.582547875315846, 1.5513982053345456, 0.13471376031553003, 35, 26.00199502381479, 98.66666666666667, 'Low Risk'),
(53284, 92, 15, '50:45.9', 37.21392613686701, 98.25811068418065, 135, 78, 74, 'Female', 69.44649794318092, 1.6581511656964882, 0.065202485, 57, 25.258183196087593, 97, 'High Risk'),
(53285, 97, 12, '49:45.9', 36.59321978329461, 95.90680841943025, 116, 87, 76, 'Male', 66.53403813372269, 1.8642780106937804, 0.06742927, 29, 19.143552279135893, 96.66666666666667, 'High Risk'),
(53286, 77, 16, '48:45.9', 36.94638034361416, 96.27529829990566, 112, 75, 60, 'Male', 84.01514269067694, 1.7953268538515115, 0.064428031, 37, 26.065767396487573, 87.33333333333333, 'Low Risk'),
(53287, 90, 19, '47:45.9', 36.39116656883486, 97.3647032, 136, 74, 73, 'Male', 51.203524606436325, 1.797404966002683, 0.087142335, 62, 15.849223227703511, 94.66666666666666, 'High Risk'),
(53288, 81, 19, '46:45.9', 36.61603599952749, 97.70368504242808, 116, 87, 56, 'Female', 85.71092032816976, 1.879004211976977, 0.12974402347214709, 29, 24.276196891527302, 96.66666666666667, 'Low Risk'),
(53289, 92, 15, '45:45.9', 36.86599399162802, 99.26925681478559, 138, 74, 42, 'Female', 55.215883309269145, 1.8658366462463132, 0.13131189991978615, 64, 15.860496806732428, 95.33333333333333, 'High Risk'),
(53290, 97, 17, '44:45.9', 37.10758001, 98.48003897155654, 119, 79, 60, 'Male', 63.57065989379747, 1.9397929779743055, 0.13268339716947208, 40, 16.894523758962976, 92.33333333333333, 'High Risk'),
(53291, 80, 17, '43:45.9', 36.80664683125443, 99.60239229295162, 118, 81, 30, 'Female', 75.80916841242612, 1.860644263106037, 0.1452636048610198, 37, 21.897525271034265, 93.33333333333333, 'Low Risk'),
(53292, 97, 13, '42:45.9', 36.04737289878916, 97.76947883654542, 119, 80, 48, 'Female', 50.69542572, 1.760859854780902, 0.073866873, 39, 16.350053947762998, 93, 'High Risk'),
(53293, 77, 17, '41:45.9', 36.67968615544231, 96.10947648587795, 137, 84, 18, 'Male', 98.50744975002863, 1.5331359951128687, 0.075256256, 53, 41.909040269931005, 101.66666666666666, 'High Risk'),
(53294, 86, 13, '40:45.9', 36.25345360065911, 99.36342727923936, 125, 89, 79, 'Male', 54.351540912745236, 1.714681915465164, 0.060262115125675024, 36, 18.486075667335648, 101, 'High Risk'),
(53295, 84, 18, '39:45.9', 36.032434923121244, 96.69959201105989, 126, 80, 56, 'Male', 95.16714999673896, 1.6978110516996971, 0.09184058, 46, 33.014775699978834, 95.33333333333333, 'High Risk'),
(53296, 82, 18, '38:45.9', 36.98099715450733, 99.35942908305451, 112, 80, 46, 'Male', 54.277884742871564, 1.5252564320806838, 0.090767626, 32, 23.33120578608153, 90.66666666666667, 'Low Risk'),
(53297, 71, 17, '37:45.9', 37.06155954343724, 99.16354474087136, 112, 83, 49, 'Female', 79.01036744647156, 1.7946525812772685, 0.1257941764716068, 29, 24.531454886559775, 92.66666666666667, 'Low Risk'),
(53298, 83, 19, '36:45.9', 37.035969687445615, 99.75269277139859, 111, 73, 33, 'Female', 77.71262498197211, 1.5822824391584358, 0.1373957769574978, 38, 31.04013222383546, 85.66666666666667, 'High Risk'),
(53299, 92, 18, '35:45.9', 36.84238736924008, 96.05309649, 133, 71, 65, 'Female', 89.27926696378978, 1.724636836163341, 0.052838349, 62, 30.016171635807897, 91.66666666666666, 'High Risk'),
(53300, 85, 13, '34:45.9', 37.160466149830235, 98.37976450225769, 128, 78, 23, 'Female', 79.95972534060257, 1.527240868865737, 0.07414619, 50, 34.28121605289868, 94.66666666666666, 'High Risk'),
(53301, 69, 15, '33:45.9', 36.98760184147209, 98.06574130060326, 126, 74, 71, 'Male', 93.90344859544203, 1.9313574765005244, 0.068713378, 52, 25.17423092646205, 91.33333333333333, 'Low Risk'),
(53302, 71, 15, '32:45.9', 37.48479747474575, 95.60030689808691, 128, 88, 37, 'Female', 85.56011801, 1.9899446302215287, 0.09936584, 40, 21.606747167419606, 101.33333333333333, 'Low Risk'),
(53303, 70, 17, '31:45.9', 36.79145111526924, 95.21752571, 139, 82, 60, 'Female', 72.85080347256346, 1.9134450392745586, 0.14890717758688787, 57, 19.89767629876113, 101, 'Low Risk'),
(53304, 81, 17, '30:45.9', 36.9029138, 98.91709131142443, 119, 87, 58, 'Female', 82.61832301, 1.6297586491536236, 0.10088059909632038, 32, 31.104969967257276, 97.66666666666667, 'High Risk'),
(53305, 84, 12, '29:45.9', 36.83631511836464, 99.26272141, 110, 76, 26, 'Female', 59.71549097808719, 1.8775388179391403, 0.14300695828932414, 34, 16.939834299372123, 87.33333333333333, 'High Risk'),
(53306, 60, 14, '28:45.9', 36.36696895505357, 97.77902268825339, 137, 81, 50, 'Male', 64.22782116572579, 1.7229870530953235, 0.057284491, 56, 21.63511267, 99.66666666666666, 'Low Risk'),
(53307, 65, 16, '27:45.9', 37.355202706152674, 98.66536676916927, 121, 76, 38, 'Female', 77.37879831689011, 1.6338235164244743, 0.084628281, 45, 28.987562320142757, 91, 'Low Risk'),
(53308, 97, 17, '26:45.9', 36.68135129629198, 98.59870998786073, 137, 80, 25, 'Female', 65.91838726932369, 1.970445926591744, 0.1369256559518653, 57, 16.977648226226027, 99, 'High Risk'),
(53309, 71, 14, '25:45.9', 37.48847270857742, 97.59819152537047, 119, 79, 68, 'Male', 85.99025769879773, 1.7947447912396313, 0.076771967, 40, 26.695855770337904, 92.33333333333333, 'Low Risk'),
(53310, 70, 13, '24:45.9', 36.827307498622275, 96.90234732008523, 127, 85, 48, 'Female', 50.61126845472779, 1.7146637577305146, 0.14223916364260752, 42, 17.214296745751664, 99, 'High Risk'),
(53311, 74, 14, '23:45.9', 37.03089632, 99.56797425, 126, 81, 84, 'Female', 63.94154821248151, 1.545509609530951, 0.056922114, 45, 26.76946724715891, 96, 'Low Risk'),
(53312, 72, 14, '22:45.9', 37.01236272162298, 97.16364483412195, 130, 87, 40, 'Female', 87.39640551384386, 1.754193816475677, 0.10643280169673636, 43, 28.401313096172117, 101.33333333333333, 'Low Risk'),
(53313, 71, 16, '21:45.9', 36.00137827645575, 96.01820657883361, 124, 84, 39, 'Male', 87.70078922617729, 1.626035152, 0.10754529423736325, 40, 33.16986021548675, 97.33333333333333, 'High Risk'),
(53314, 75, 19, '20:45.9', 36.74369121, 95.92103684, 119, 75, 55, 'Male', 78.68315367795114, 1.849505054509795, 0.12770262991715228, 44, 23.00227087302362, 89.66666666666667, 'Low Risk'),
(53315, 86, 17, '19:45.9', 36.03076713642874, 98.38917283623083, 114, 77, 22, 'Female', 53.47475484568462, 1.5238393403918453, 0.1311060419149419, 37, 23.028753940873866, 89.33333333333333, 'Low Risk'),
(53316, 90, 17, '18:45.9', 36.013545730037194, 95.75496728426087, 125, 75, 72, 'Male', 61.85105222299623, 1.5772853490101113, 0.095807172, 50, 24.861455682022633, 91.66666666666666, 'Low Risk'),
(53317, 86, 13, '17:45.9', 36.567174374936116, 98.91593409702153, 136, 73, 43, 'Female', 59.65206900573964, 1.6868487887158308, 0.1369799777179853, 63, 20.963954301922637, 94, 'Low Risk'),
(53318, 66, 13, '16:45.9', 36.285965058191515, 98.40943788, 125, 84, 36, 'Female', 66.78554501, 1.7976434212151577, 0.1203668886455423, 41, 20.66690175777387, 97.66666666666667, 'Low Risk'),
(53319, 66, 17, '15:45.9', 37.08798121696542, 97.35148816884919, 135, 74, 48, 'Male', 72.86133562567335, 1.5990844647103555, 0.099088578, 61, 28.49405904489727, 94.33333333333333, 'Low Risk'),
(53320, 94, 12, '14:45.9', 37.35028860541878, 95.40229564976387, 112, 84, 26, 'Male', 65.50923493841053, 1.8568246650510278, 0.097875862, 28, 19.000312094956293, 93.33333333333333, 'High Risk'),
(53321, 68, 17, '13:45.9', 36.38380993277788, 99.10848192061111, 134, 84, 44, 'Female', 72.76711412, 1.701504783778199, 0.087551048, 50, 25.134416219612174, 100.66666666666666, 'Low Risk'),
(53322, 71, 18, '12:45.9', 37.39999318500624, 97.16899470993351, 123, 71, 56, 'Male', 84.11029900231101, 1.8261447611278767, 0.14290227638696884, 52, 25.22195656314528, 88.33333333333333, 'Low Risk'),
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(53500, 62, 15, '14:45.9', 36.58084179, 99.50531743, 118, 78, 18, 'Male', 69.48015947054594, 1.556274239372707, 0.10701263020057325, 40, 28.687225620578687, 91.33333333333333, 'Low Risk'),
(53501, 84, 18, '13:45.9', 36.569808316728604, 95.58564540337241, 113, 88, 50, 'Male', 62.17033679717696, 1.8377856856791022, 0.12338727015911873, 25, 18.407444131953167, 96.33333333333333, 'High Risk'),
(53502, 92, 17, '12:45.9', 37.35225568927166, 95.82106902065051, 125, 78, 47, 'Female', 54.45869037495434, 1.8298734507222107, 0.089604786, 47, 16.263914442815928, 93.66666666666667, 'High Risk'),
(53503, 67, 17, '11:45.9', 37.00158235782202, 96.88985176, 110, 79, 64, 'Male', 69.40025851510441, 1.7249233129506827, 0.1456848505907048, 31, 23.324992053282013, 89.33333333333333, 'Low Risk'),
(53504, 87, 15, '10:45.9', 37.45025703, 95.67418372595526, 123, 72, 20, 'Female', 80.35895072, 1.586076040028653, 0.054393575, 51, 31.943775742504517, 89, 'High Risk'),
(53505, 84, 16, '09:45.9', 37.34569778018798, 98.76881949, 122, 75, 85, 'Male', 80.74834216130891, 1.5462774701616773, 0.13587750220991032, 47, 33.77215380169701, 90.66666666666667, 'High Risk'),
(53506, 73, 14, '08:45.9', 36.591825837072115, 97.33865942389453, 138, 71, 53, 'Male', 58.35868362051647, 1.9415486046072685, 0.11746173112828841, 67, 15.481354406968366, 93.33333333333333, 'High Risk'),
(53507, 72, 19, '07:45.9', 36.182733635804006, 95.08064487911918, 110, 70, 77, 'Female', 58.331508441702454, 1.6898723063715329, 0.058251319, 40, 20.42656920524189, 83.33333333333333, 'Low Risk'),
(53508, 77, 18, '06:45.9', 37.26688544, 97.00524074, 133, 72, 69, 'Male', 67.25668951, 1.876189819135179, 0.073397253, 61, 19.10653511209644, 92.33333333333333, 'Low Risk'),
(53509, 75, 18, '05:45.9', 36.284745745705955, 97.44157955505355, 110, 75, 66, 'Female', 78.36062223057775, 1.8848040185975221, 0.060957589, 35, 22.057966751221446, 86.66666666666667, 'Low Risk'),
(53510, 69, 17, '04:45.9', 36.97453456911336, 98.08869939103248, 132, 89, 41, 'Female', 73.43239745808688, 1.6626990241066926, 0.078967317, 43, 26.561978677692377, 103.33333333333333, 'Low Risk'),
(53511, 65, 12, '03:45.9', 36.993228117381086, 99.05557657036488, 112, 78, 38, 'Male', 69.60366577442493, 1.8353633858399747, 0.13330793434042817, 34, 20.662743556848795, 89.33333333333333, 'Low Risk'),
(53512, 77, 18, '02:45.9', 36.631413906017826, 95.91797552538297, 114, 73, 40, 'Male', 77.61322852151208, 1.6912124531064268, 0.106258389, 41, 27.135599055774275, 86.66666666666667, 'Low Risk'),
(53513, 83, 18, '01:45.9', 36.60003824956058, 96.7701591, 121, 89, 41, 'Male', 61.37817293812067, 1.5749275918092565, 0.089930251, 32, 24.74530284125896, 99.66666666666667, 'Low Risk'),
(53514, 65, 15, '00:45.9', 36.55453692614199, 98.40698388, 112, 84, 78, 'Female', 75.86271295178818, 1.6765092423434462, 0.060540683, 28, 26.990844034379414, 93.33333333333333, 'Low Risk'),
(53515, 83, 15, '59:45.9', 36.93331364449206, 99.84792231888542, 139, 88, 63, 'Male', 89.62918846898634, 1.6116609101676638, 0.071187362, 51, 34.50659599996733, 105, 'High Risk'),
(53516, 64, 14, '58:45.9', 36.095987735488805, 96.66705494572255, 127, 84, 58, 'Male', 62.37990249, 1.547753076574518, 0.11066451195882249, 43, 26.04002157105319, 98.33333333333333, 'Low Risk'),
(53517, 75, 15, '57:45.9', 36.00361651501284, 98.83321242698469, 111, 73, 88, 'Male', 99.87271689807866, 1.5782715292296103, 0.09880158, 38, 40.09437240670192, 85.66666666666667, 'High Risk'),
(53518, 60, 17, '56:45.9', 37.20975473143608, 97.11969331, 122, 71, 44, 'Male', 89.86396742904802, 1.6401877884261007, 0.11555530693698725, 51, 33.403997319781205, 88, 'High Risk'),
(53519, 70, 15, '55:45.9', 37.17059593216878, 95.65439684, 120, 71, 57, 'Female', 76.42412390555528, 1.582023219974853, 0.11164898852596908, 49, 30.535480743533448, 87.33333333333333, 'High Risk'),
(53520, 85, 13, '54:45.9', 36.962359885892795, 96.97687559204086, 116, 86, 38, 'Female', 81.80403042565696, 1.576997897158928, 0.070342249, 30, 32.89368075577082, 96, 'High Risk'),
(53521, 62, 14, '53:45.9', 36.241138601732565, 95.40169979505887, 135, 81, 50, 'Male', 73.30840006970718, 1.8939999015284632, 0.06816182, 54, 20.435903211415962, 99, 'Low Risk'),
(53522, 60, 14, '52:45.9', 36.86580464588308, 96.62642516697773, 121, 84, 46, 'Male', 52.14714388, 1.9757657452914201, 0.069480649, 37, 13.358559331830383, 96.33333333333333, 'High Risk'),
(53523, 75, 15, '51:45.9', 36.99706039984584, 97.61043433827186, 133, 72, 67, 'Female', 57.62899317923474, 1.770647815656599, 0.10800666198623418, 61, 18.38131832701342, 92.33333333333333, 'High Risk'),
(53524, 90, 13, '50:45.9', 37.377058923073314, 99.48184074487745, 124, 71, 65, 'Female', 75.46930927, 1.6220555301915756, 0.13425962980245187, 53, 28.683948837506804, 88.66666666666666, 'Low Risk'),
(53525, 69, 15, '49:45.9', 37.021493607525244, 98.28065120724105, 114, 89, 40, 'Female', 78.42110588487215, 1.8291941973675907, 0.097673255, 25, 23.437610483835584, 97.33333333333333, 'Low Risk'),
(53526, 68, 16, '48:45.9', 36.99634471605184, 96.64186216796939, 117, 87, 50, 'Female', 58.16765442410281, 1.818413429637508, 0.050195993, 30, 17.591233413537292, 97, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(53528, 70, 12, '46:45.9', 36.15691910456543, 99.72559164442767, 114, 86, 79, 'Male', 91.92518724175162, 1.9810810652555424, 0.11137597188467205, 28, 23.42232640991184, 95.33333333333333, 'Low Risk'),
(53529, 96, 13, '45:45.9', 37.41648360427365, 98.91850230755772, 113, 79, 55, 'Female', 91.53760370525958, 1.6859949821686344, 0.11875062775302556, 34, 32.20230682502251, 90.33333333333333, 'High Risk'),
(53530, 96, 18, '44:45.9', 37.258396723282125, 99.78417243870625, 125, 71, 32, 'Female', 95.46350701333263, 1.926662740317674, 0.1446313979746989, 54, 25.71733650631845, 89, 'High Risk'),
(53531, 62, 17, '43:45.9', 36.40463059549058, 99.17714073460586, 121, 87, 75, 'Female', 89.41334506297508, 1.8371010362320033, 0.10260963006804939, 34, 26.493312267869634, 98.33333333333333, 'Low Risk'),
(53532, 78, 14, '42:45.9', 36.75742090437544, 99.31049630225033, 120, 71, 40, 'Male', 82.88710140259442, 1.829486414496811, 0.1477500578404748, 49, 24.764443597373212, 87.33333333333333, 'Low Risk'),
(53533, 95, 18, '41:45.9', 37.41270352696903, 97.30648469048403, 134, 74, 49, 'Male', 50.38001965119665, 1.8303561774183805, 0.091826701, 60, 15.037897279684772, 94, 'High Risk'),
(53534, 75, 14, '40:45.9', 37.23437922562212, 98.51341368607144, 130, 76, 63, 'Female', 69.45439316, 1.517898623734443, 0.056493582, 54, 30.144923547737555, 94, 'High Risk'),
(53535, 84, 14, '39:45.9', 36.95872211709268, 95.46346033754469, 137, 77, 61, 'Female', 80.78128766253258, 1.9453143359023815, 0.066693118, 60, 21.34672213194385, 97, 'Low Risk'),
(53536, 70, 16, '38:45.9', 36.49729702903656, 95.34824732294653, 137, 83, 49, 'Male', 69.37571316236584, 1.732721871770336, 0.12106979770975416, 54, 23.10732888687686, 101, 'Low Risk'),
(53537, 85, 19, '37:45.9', 36.25717428976688, 99.50342701426374, 138, 72, 62, 'Female', 57.930773746932736, 1.6150486340112287, 0.12365847209966824, 66, 22.20946615302536, 94, 'Low Risk'),
(53538, 60, 16, '36:45.9', 36.85190477024067, 95.29046051658538, 112, 89, 56, 'Male', 78.15452506, 1.9101865107648877, 0.053316639, 23, 21.419167176047424, 96.66666666666667, 'Low Risk'),
(53539, 89, 12, '35:45.9', 36.00494106929635, 98.97789845962846, 123, 83, 39, 'Male', 75.85046498485725, 1.5269756002453891, 0.087110355, 40, 32.53074823634984, 96.33333333333333, 'High Risk'),
(53540, 88, 13, '34:45.9', 36.05292233336806, 98.32129284365004, 128, 79, 34, 'Female', 95.64801767485153, 1.8872732478880225, 0.11103077085495713, 49, 26.853840555687814, 95.33333333333333, 'Low Risk'),
(53541, 65, 15, '33:45.9', 36.06258904845158, 95.54135532854893, 138, 86, 65, 'Female', 53.87859144633285, 1.7501964795515605, 0.12226373931222258, 52, 17.589059640944924, 103.33333333333333, 'High Risk'),
(53542, 75, 12, '32:45.9', 37.270640928610895, 99.87478554941119, 137, 71, 60, 'Female', 56.72173381148255, 1.8644244826009408, 0.068210781, 66, 16.317736018405107, 93, 'High Risk'),
(53543, 74, 14, '31:45.9', 37.45608815614345, 98.50776084, 133, 86, 78, 'Female', 58.47277445072157, 1.9816786791712793, 0.13033216148773927, 47, 14.889743874209254, 101.66666666666667, 'High Risk'),
(53544, 80, 19, '30:45.9', 36.554381196698905, 99.60286049599159, 130, 73, 82, 'Male', 74.82019388283696, 1.6100061467497755, 0.070414694, 57, 28.864481532543596, 92, 'Low Risk'),
(53545, 89, 15, '29:45.9', 37.043288837390776, 98.68282193, 125, 81, 87, 'Male', 58.949073746573184, 1.8308441609195674, 0.12349908593138238, 44, 17.586289857537334, 95.66666666666667, 'High Risk'),
(53546, 71, 13, '28:45.9', 36.48418266849922, 97.52054256673486, 125, 77, 71, 'Female', 88.81217234854157, 1.5920235033165526, 0.12467625141175954, 48, 35.04076209769583, 93, 'High Risk'),
(53547, 99, 14, '27:45.9', 37.21717883370826, 98.35907295193829, 119, 83, 27, 'Male', 95.93795810223425, 1.923176759711984, 0.10155702091924254, 36, 25.93893055916838, 95, 'High Risk'),
(53548, 69, 13, '26:45.9', 36.30783447623763, 96.90630356182598, 110, 72, 33, 'Male', 73.90314442376146, 1.6694848023519815, 0.11334131199331511, 38, 26.515387431504838, 84.66666666666667, 'Low Risk'),
(53549, 63, 15, '25:45.9', 36.85715326325536, 97.63468449700683, 127, 85, 72, 'Female', 74.51888238, 1.7210307118106476, 0.12934627741693155, 42, 25.15875188042011, 99, 'Low Risk'),
(53550, 87, 16, '24:45.9', 36.183185009899354, 98.84923608331883, 131, 82, 33, 'Female', 99.40481858069333, 1.5090836252148283, 0.060533436, 49, 43.649655825196234, 98.33333333333333, 'High Risk'),
(53551, 82, 19, '23:45.9', 37.47703693197467, 99.93095280919314, 129, 89, 19, 'Female', 67.72880055093103, 1.5003408723959963, 0.1497376241978981, 40, 30.08801268265025, 102.33333333333333, 'High Risk'),
(53552, 86, 18, '22:45.9', 36.889757631967576, 99.30470846817691, 117, 83, 59, 'Female', 77.67358719931153, 1.9812658406286112, 0.12565606793288625, 34, 19.787360172687716, 94.33333333333333, 'Low Risk'),
(53553, 73, 13, '21:45.9', 37.11902961579457, 97.72300532979845, 111, 76, 26, 'Male', 82.87453009775764, 1.760808406905917, 0.096707062, 35, 26.729871614193094, 87.66666666666667, 'Low Risk'),
(53554, 94, 13, '20:45.9', 36.17058097583423, 99.98399233672399, 134, 81, 27, 'Female', 99.58821053112932, 1.6303479872514375, 0.093613698, 53, 37.46686068, 98.66666666666666, 'High Risk'),
(53555, 86, 19, '19:45.9', 37.49060630760315, 97.93017527999599, 123, 87, 67, 'Female', 64.66876179, 1.8800801040678756, 0.13685246583477154, 36, 18.295397027975483, 99, 'High Risk'),
(53556, 60, 13, '18:45.9', 37.03503608275467, 98.07208185667434, 113, 86, 59, 'Male', 75.66397914788513, 1.7611180205896273, 0.059289608, 27, 24.39564219122017, 95, 'Low Risk'),
(53557, 77, 17, '17:45.9', 36.361560662193206, 95.48787793873804, 134, 79, 29, 'Female', 54.656707919156524, 1.5837790499206639, 0.094860146, 55, 21.789852077800834, 97.33333333333333, 'Low Risk'),
(53558, 92, 18, '16:45.9', 37.419234250433306, 96.90365471859359, 138, 86, 41, 'Male', 70.91903470377322, 1.7907008956359385, 0.11500035998303915, 52, 22.116516006347595, 103.33333333333333, 'High Risk'),
(53559, 91, 13, '15:45.9', 36.655779056067765, 95.08869842553686, 114, 81, 51, 'Male', 96.49497234641117, 1.9335846873707596, 0.054036980963997984, 33, 25.809422660882888, 92, 'High Risk'),
(53560, 89, 19, '14:45.9', 36.510058791968056, 95.52967759744166, 117, 89, 56, 'Male', 96.88310298516441, 1.5215731972181794, 0.11674903015574219, 28, 41.84680844754313, 98.33333333333333, 'High Risk'),
(53561, 96, 14, '13:45.9', 37.23432859551441, 95.46444295, 117, 70, 43, 'Female', 90.05636650172511, 1.8366776881467342, 0.082214457, 47, 26.696143003785096, 85.66666666666667, 'High Risk'),
(53562, 99, 15, '12:45.9', 36.072187655956306, 96.12146104032374, 129, 74, 36, 'Female', 99.68556836023056, 1.638549968190959, 0.13249333465522578, 55, 37.12897068393763, 92.33333333333333, 'High Risk'),
(53563, 88, 19, '11:45.9', 36.16555942008448, 99.15566911884946, 131, 88, 56, 'Female', 60.88704987827495, 1.9827383587952085, 0.14708598046772117, 43, 15.48795629986433, 102.33333333333333, 'High Risk'),
(53564, 61, 16, '10:45.9', 37.19047948467898, 99.00123911747892, 136, 78, 52, 'Male', 92.93211558379701, 1.6767618037136574, 0.084967053, 58, 33.05392819743369, 97.33333333333333, 'High Risk'),
(53565, 86, 12, '09:45.9', 36.27148175878992, 96.70604314315585, 130, 83, 70, 'Female', 67.54269928762557, 1.7905317227838462, 0.090909079, 47, 21.067566491351705, 98.66666666666667, 'Low Risk'),
(53566, 74, 19, '08:45.9', 36.66729252942699, 95.67170280659772, 137, 73, 35, 'Female', 95.54562483791912, 1.6184336372615202, 0.072697215, 64, 36.47715953484026, 94.33333333333333, 'High Risk'),
(53567, 83, 14, '07:45.9', 36.97638824723188, 96.63516979062676, 133, 89, 57, 'Male', 55.45829520224133, 1.8203515062728832, 0.054380418, 44, 16.73616697742835, 103.66666666666667, 'High Risk'),
(53568, 77, 16, '06:45.9', 36.30744134692471, 96.62994966616259, 136, 77, 51, 'Female', 65.13300058975874, 1.6113110890661995, 0.11592695863783804, 59, 25.08662824663357, 96.66666666666666, 'Low Risk'),
(53569, 96, 15, '05:45.9', 37.36635794, 96.95399024, 119, 87, 37, 'Female', 70.16017448, 1.7225674242125935, 0.11783052555676095, 32, 23.644939139249914, 97.66666666666667, 'High Risk'),
(53570, 72, 19, '04:45.9', 37.12701834168482, 95.94102980160818, 132, 81, 45, 'Male', 79.52479627076657, 1.762573713237219, 0.052701532, 51, 25.5981151, 98, 'Low Risk'),
(53571, 73, 16, '03:45.9', 36.132897952494964, 96.86386793557128, 136, 84, 52, 'Male', 85.58494754626795, 1.9579044313701424, 0.076688574, 52, 22.326179400332496, 101.33333333333333, 'Low Risk'),
(53572, 75, 14, '02:45.9', 36.96250674812903, 95.72069741641943, 115, 80, 77, 'Male', 80.14325533102723, 1.674483704648424, 0.091869015, 35, 28.582823528217368, 91.66666666666667, 'Low Risk'),
(53573, 75, 16, '01:45.9', 37.241204935313974, 97.41556938472485, 130, 87, 61, 'Male', 74.34469824874282, 1.5943518104248149, 0.068242774, 43, 29.247024206239253, 101.33333333333333, 'Low Risk'),
(53574, 73, 17, '00:45.9', 37.14310622186852, 97.14719076220364, 121, 86, 77, 'Female', 71.29485471366391, 1.6614532183242734, 0.12998298637853464, 35, 25.82747522934095, 97.66666666666667, 'Low Risk'),
(53575, 62, 12, '59:45.9', 36.594127788592886, 97.40760418474306, 138, 75, 52, 'Female', 88.77397359067838, 1.5772659036507528, 0.050473021, 63, 35.68418887781174, 96, 'High Risk'),
(53576, 70, 18, '58:45.9', 36.58337899458056, 99.87672093586396, 125, 76, 81, 'Female', 61.583663738015325, 1.7883985584386892, 0.12101079739784142, 49, 19.254706371426288, 92.33333333333333, 'Low Risk'),
(53577, 72, 13, '57:45.9', 37.00467124743029, 95.34833424486933, 134, 77, 40, 'Female', 56.561904596565604, 1.776733345, 0.065925608, 57, 17.917586866965088, 96, 'High Risk'),
(53578, 76, 19, '56:45.9', 36.86979135670069, 99.83384254360637, 113, 80, 39, 'Male', 54.4536916, 1.8628091250390781, 0.11179979542208829, 33, 15.692444958266641, 91, 'High Risk'),
(53579, 62, 19, '55:45.9', 36.409472205836614, 99.80263750678992, 139, 88, 56, 'Female', 98.15301212320706, 1.9757803707224924, 0.10646475937132525, 51, 25.143532835799636, 105, 'Low Risk'),
(53580, 76, 18, '54:45.9', 37.16531472734644, 95.48124264981377, 134, 73, 78, 'Male', 69.46499345371879, 1.6138847530346614, 0.12128847783265721, 61, 26.66987386982716, 93.33333333333333, 'Low Risk'),
(53581, 81, 17, '53:45.9', 36.99338098, 98.58528986236072, 131, 85, 68, 'Female', 54.03110328, 1.5370544268493826, 0.12188737854341161, 46, 22.86995676040922, 100.33333333333333, 'Low Risk'),
(53582, 93, 15, '52:45.9', 37.48010740474179, 97.38114274023243, 131, 79, 88, 'Male', 84.56012024833927, 1.6923488532546473, 0.05620625, 52, 29.524721449697214, 96.33333333333333, 'High Risk'),
(53583, 89, 19, '51:45.9', 36.10989764032697, 96.73253624602587, 120, 79, 86, 'Female', 50.938453718676406, 1.8260874454928355, 0.13719083487594697, 41, 15.27575259994002, 92.66666666666667, 'High Risk'),
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(53761, 63, 15, '53:45.9', 36.13413737352355, 99.49927251078483, 119, 77, 89, 'Male', 70.29936273109672, 1.9017917584432569, 0.13271861887979367, 42, 19.43683133679396, 91, 'Low Risk'),
(53762, 80, 15, '52:45.9', 37.116687054524625, 99.36940549, 138, 80, 31, 'Male', 61.194208679246685, 1.6709278716096294, 0.0844556, 58, 21.917696894206543, 99.33333333333333, 'Low Risk'),
(53763, 68, 13, '51:45.9', 36.881365238733494, 95.70306487103363, 138, 80, 20, 'Female', 74.69767083906649, 1.9479633076558402, 0.141805458, 58, 19.685457657601642, 99.33333333333333, 'Low Risk'),
(53764, 91, 15, '50:45.9', 36.43131648138778, 96.4255323, 129, 70, 53, 'Male', 85.62866379328383, 1.5272699581823448, 0.099912546, 59, 36.710267468429855, 89.66666666666666, 'High Risk'),
(53765, 95, 13, '49:45.9', 36.987676177728396, 97.05675340718373, 134, 83, 84, 'Female', 62.960969846592874, 1.8104141039799773, 0.11986207459395022, 51, 19.209477873575196, 100, 'High Risk'),
(53766, 64, 13, '48:45.9', 37.12634754, 99.57268980847684, 135, 83, 20, 'Female', 88.97249647406741, 1.5693606571951708, 0.087441332, 52, 36.125199545970844, 100.33333333333333, 'High Risk'),
(53767, 66, 13, '47:45.9', 37.229391975541944, 97.03931027280686, 139, 84, 58, 'Female', 57.15296048276601, 1.825907233567249, 0.053605997, 55, 17.142782426743754, 102.33333333333333, 'High Risk'),
(53768, 81, 13, '46:45.9', 36.591430610684135, 99.86624801, 130, 79, 64, 'Female', 63.78086309013406, 1.5636059203304555, 0.14232009969979417, 51, 26.087699278917786, 96, 'Low Risk'),
(53769, 81, 12, '45:45.9', 36.64063309457285, 95.16982027355172, 116, 85, 78, 'Female', 61.65691731366641, 1.6597163559856218, 0.06287366, 31, 22.38278173048804, 95.33333333333333, 'Low Risk'),
(53770, 61, 13, '44:45.9', 36.74332792682779, 97.73488660380323, 128, 86, 84, 'Male', 85.88467346533514, 1.9655590636707432, 0.12113861075207201, 42, 22.230205202689934, 100, 'Low Risk'),
(53771, 61, 12, '43:45.9', 36.577753925764384, 96.28646608310702, 126, 89, 66, 'Female', 57.17735350854814, 1.7836786135196347, 0.071300983, 37, 17.971769492352458, 101.33333333333333, 'High Risk'),
(53772, 74, 18, '42:45.9', 37.165051161459175, 98.17951581391264, 111, 86, 41, 'Female', 71.55062706382591, 1.7136948565872774, 0.07173284, 25, 24.363880332204317, 94.33333333333333, 'Low Risk'),
(53773, 74, 14, '41:45.9', 36.58272619, 97.87083525303088, 115, 70, 82, 'Female', 58.40579172, 1.7109726949700068, 0.12481125759370566, 45, 19.951233793706297, 85, 'Low Risk'),
(53774, 99, 16, '40:45.9', 37.42630778, 98.57136600716787, 134, 84, 27, 'Female', 68.63851167175508, 1.6161354630365958, 0.061621422, 50, 26.27921194767475, 100.66666666666666, 'High Risk'),
(53775, 82, 19, '39:45.9', 37.29525907549397, 95.03867873383946, 120, 76, 25, 'Male', 51.82053162097438, 1.6418620509293413, 0.099485347, 44, 19.223326139521344, 90.66666666666667, 'Low Risk'),
(53776, 90, 15, '38:45.9', 37.079532558657945, 98.08790119651799, 114, 81, 21, 'Female', 74.74698783563608, 1.7705447053240897, 0.14268710994451106, 33, 23.84404332127251, 92, 'Low Risk'),
(53777, 94, 16, '37:45.9', 36.618412388309835, 96.87801805114145, 126, 75, 22, 'Male', 98.73505482896658, 1.633612833913777, 0.06462016, 51, 36.99756129764458, 92, 'High Risk'),
(53778, 95, 19, '36:45.9', 37.29609833090495, 97.93976193348932, 134, 78, 76, 'Male', 50.36619153888213, 1.659611418298307, 0.10312881900555734, 56, 18.286318695551905, 96.66666666666666, 'High Risk'),
(53779, 95, 12, '35:45.9', 36.770170377824556, 96.64075488630338, 118, 86, 50, 'Female', 95.30219186880935, 1.8821414504021783, 0.090009761, 32, 26.902854982473425, 96.66666666666667, 'High Risk'),
(53780, 79, 18, '34:45.9', 36.45303362005198, 99.99138165712911, 136, 79, 52, 'Male', 73.44905271214695, 1.6642601668401102, 0.13063376663649134, 57, 26.518182893060544, 98, 'Low Risk'),
(53781, 72, 17, '33:45.9', 37.32354568747472, 99.82054242172339, 113, 88, 38, 'Female', 79.75012402869028, 1.6424420170377283, 0.091054364, 25, 29.563188590359296, 96.33333333333333, 'Low Risk'),
(53782, 65, 13, '32:45.9', 36.86420919558159, 98.18461516700272, 121, 75, 79, 'Male', 80.70347203421919, 1.8997013545607089, 0.13389832772954968, 46, 22.362561842859378, 90.33333333333333, 'Low Risk'),
(53783, 89, 17, '31:45.9', 37.434204445735936, 97.03420996461368, 139, 85, 82, 'Male', 55.65569091584204, 1.5478622358327476, 0.11708285370756859, 54, 23.229773179092355, 103, 'Low Risk'),
(53784, 62, 14, '30:45.9', 37.327211048907415, 96.1675225, 127, 73, 64, 'Male', 97.03069877759955, 1.6646688009752535, 0.10701010614775697, 54, 35.01494744058301, 91, 'High Risk'),
(53785, 72, 19, '29:45.9', 37.15189579516071, 98.88575913130232, 113, 71, 21, 'Female', 70.66331097606742, 1.5707696535462188, 0.084653415, 42, 28.639733870929245, 85, 'Low Risk'),
(53786, 71, 13, '28:45.9', 36.37090118157696, 97.89973904035405, 122, 76, 24, 'Male', 65.00734909042752, 1.9346583667725914, 0.051754906975943205, 46, 17.368162936031357, 91.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(53787, 89, 12, '27:45.9', 36.25132005055471, 99.74524155074026, 116, 76, 26, 'Female', 87.24695234939387, 1.6474740451800913, 0.081457294, 40, 32.14497577465016, 89.33333333333333, 'High Risk'),
(53788, 93, 12, '26:45.9', 37.300751960912756, 98.53397818, 114, 76, 76, 'Female', 60.77295345479347, 1.5249507071537018, 0.14089141574656452, 38, 26.13356942553435, 88.66666666666667, 'High Risk'),
(53789, 87, 16, '25:45.9', 37.216635473981825, 95.39493057499716, 136, 86, 27, 'Female', 66.95982462280088, 1.9628618178487467, 0.092567009, 50, 17.379402977340952, 102.66666666666666, 'High Risk'),
(53790, 79, 13, '24:45.9', 36.552446809586414, 96.61995182909122, 118, 73, 63, 'Male', 84.32672053291819, 1.6243444236905171, 0.076003702, 45, 31.960161648377998, 88, 'High Risk'),
(53791, 82, 13, '23:45.9', 37.431329461743516, 98.27173121945191, 130, 70, 85, 'Female', 87.99842027213961, 1.7905266785078204, 0.053960465885441095, 60, 27.44816294698196, 90, 'Low Risk'),
(53792, 94, 16, '22:45.9', 36.76116115157429, 98.62319813447299, 110, 75, 45, 'Male', 86.96614630499599, 1.7608280613686171, 0.099738471, 35, 28.04893166287392, 86.66666666666667, 'High Risk'),
(53793, 65, 19, '21:45.9', 36.248719173708736, 98.11899482, 112, 87, 45, 'Female', 67.74018225184602, 1.543470923616872, 0.12788584275300047, 25, 28.434752714183794, 95.33333333333333, 'Low Risk'),
(53794, 65, 19, '20:45.9', 36.42317587, 99.81724332, 129, 74, 48, 'Male', 91.05670604, 1.5539998494145166, 0.12065065685629996, 55, 37.705958999913534, 92.33333333333333, 'High Risk'),
(53795, 96, 18, '19:45.9', 37.48829428684016, 97.51640405366018, 111, 88, 78, 'Female', 63.36784486490471, 1.7065943908639822, 0.13917490124587517, 23, 21.75746578742745, 95.66666666666667, 'High Risk'),
(53796, 61, 12, '18:45.9', 36.98143661017254, 97.69390774577408, 117, 78, 51, 'Female', 56.665653796856866, 1.9636244685522097, 0.070179884, 39, 14.696131643730006, 91, 'High Risk'),
(53797, 91, 17, '17:45.9', 37.14988722099342, 99.82182327624783, 128, 78, 71, 'Female', 70.97303107280604, 1.8732545925283137, 0.1249775247801331, 50, 20.225522096930217, 94.66666666666666, 'High Risk'),
(53798, 69, 14, '16:45.9', 37.31916207, 98.44642365932866, 138, 74, 89, 'Male', 78.58214257717276, 1.7506929602443002, 0.1414585134063975, 64, 25.639166052474057, 95.33333333333333, 'Low Risk'),
(53799, 97, 19, '15:45.9', 36.41394486211435, 96.83116912186337, 113, 84, 79, 'Male', 73.88360487475398, 1.560186373066548, 0.067739739, 29, 30.352545324612812, 93.66666666666667, 'High Risk'),
(53800, 82, 16, '14:45.9', 36.03124429, 96.60862676992699, 128, 75, 81, 'Female', 91.53698249628053, 1.835801816889844, 0.068048861, 53, 27.160952822544015, 92.66666666666666, 'Low Risk'),
(53801, 62, 17, '13:45.9', 36.45188641505671, 95.14045720298556, 119, 89, 84, 'Male', 90.34720360579422, 1.6128427537940049, 0.11384061973098837, 30, 34.73206941173035, 99, 'High Risk'),
(53802, 76, 16, '12:45.9', 36.06723679797075, 98.14274102781337, 134, 80, 63, 'Female', 56.82450832427595, 1.7950236359893734, 0.11847293373789672, 54, 17.635807251561058, 98, 'High Risk'),
(53803, 89, 14, '11:45.9', 37.021132004519025, 98.97700450850314, 110, 78, 65, 'Female', 51.19574106597125, 1.9654872616287964, 0.13423005807920077, 32, 13.252364330188371, 88.66666666666667, 'High Risk'),
(53804, 75, 13, '10:45.9', 36.87080747, 97.35313588810772, 138, 82, 78, 'Female', 80.82702549, 1.7680226772076688, 0.1208622233074453, 56, 25.857166648312127, 100.66666666666666, 'Low Risk'),
(53805, 82, 13, '09:45.9', 36.197730757936256, 97.01089472137777, 136, 88, 57, 'Male', 58.12212754626216, 1.755791409126739, 0.10081584415217826, 48, 18.85365968583981, 104, 'Low Risk'),
(53806, 78, 17, '08:45.9', 36.80284163785665, 99.77430769901743, 126, 88, 80, 'Female', 85.26542737116472, 1.7208808255466161, 0.11060788478842756, 38, 28.79197005655232, 100.66666666666667, 'Low Risk'),
(53807, 68, 15, '07:45.9', 37.14883195606588, 96.20447761718574, 137, 83, 30, 'Female', 70.99944735514306, 1.993207983894938, 0.129398968, 54, 17.871036099438818, 101, 'High Risk'),
(53808, 78, 12, '06:45.9', 36.57627338818661, 97.52317559756086, 127, 82, 73, 'Male', 76.54746077, 1.862261964, 0.087329392, 45, 22.07238399084051, 97, 'Low Risk'),
(53809, 77, 15, '05:45.9', 37.110690240324594, 98.64879716666081, 117, 87, 36, 'Male', 54.95336519, 1.5164216391201708, 0.13646030880593638, 30, 23.897603230199024, 97, 'Low Risk'),
(53810, 99, 16, '04:45.9', 37.26188709885946, 96.99962917333087, 114, 84, 59, 'Male', 60.093139438775594, 1.764205627837571, 0.13322535, 30, 19.307519720907468, 94, 'High Risk'),
(53811, 74, 13, '03:45.9', 36.579852012368924, 99.90952021644397, 122, 74, 52, 'Male', 52.64308405547763, 1.683857778154398, 0.08302133, 48, 18.566519986195374, 90, 'Low Risk'),
(53812, 89, 14, '02:45.9', 36.448616254565906, 95.24059602598494, 130, 89, 50, 'Female', 70.67669003, 1.5370534629861394, 0.083180845, 41, 29.915636994658435, 102.66666666666667, 'Low Risk'),
(53813, 80, 16, '01:45.9', 36.129626492321194, 96.85210123674841, 116, 74, 22, 'Female', 74.77773969499026, 1.9679434612862858, 0.095426092, 42, 19.30843611159902, 88, 'Low Risk'),
(53814, 83, 12, '00:45.9', 36.90461854055634, 97.72762995807796, 130, 77, 89, 'Female', 54.13162533454041, 1.9418648794706415, 0.10105463571430073, 53, 14.355325782452502, 94.66666666666666, 'High Risk'),
(53815, 88, 14, '59:45.9', 37.44067060210625, 98.29107219575185, 133, 71, 40, 'Female', 60.22876484731815, 1.9858235441310872, 0.075715467, 62, 15.272940013979136, 91.66666666666666, 'High Risk'),
(53816, 63, 12, '58:45.9', 36.336294903944356, 97.34982742665238, 119, 85, 67, 'Male', 91.93591504935685, 1.8124277343400985, 0.14013817230573117, 34, 27.987480530960813, 96.33333333333333, 'Low Risk'),
(53817, 89, 15, '57:45.9', 36.63817003, 98.95594873177966, 110, 72, 55, 'Male', 97.05914767154857, 1.882827973677911, 0.098764268, 38, 27.378849154468952, 84.66666666666667, 'Low Risk'),
(53818, 64, 12, '56:45.9', 37.26309537564797, 97.42345150526951, 135, 72, 36, 'Male', 72.67822673969124, 1.8950728447021628, 0.061823678, 63, 20.237297008677384, 93, 'Low Risk'),
(53819, 85, 19, '55:45.9', 37.21555812270068, 98.53216522779938, 139, 80, 59, 'Female', 86.97823936235025, 1.5429733784789104, 0.091386322, 59, 36.533707398986984, 99.66666666666666, 'High Risk'),
(53820, 75, 18, '54:45.9', 36.933974569058144, 95.56848870863288, 139, 85, 68, 'Male', 90.48728690920717, 1.6134887403812939, 0.11510596340537053, 54, 34.75807282317542, 103, 'High Risk'),
(53821, 75, 15, '53:45.9', 37.06077175992395, 98.32480737284578, 138, 78, 63, 'Male', 51.61771603019238, 1.6535970841142473, 0.12443490155888083, 60, 18.877278733013323, 98, 'Low Risk'),
(53822, 80, 15, '52:45.9', 36.29171298687635, 95.97143281500537, 114, 74, 88, 'Male', 78.98876173086616, 1.5312648713004244, 0.073436481, 40, 33.68718073969394, 87.33333333333333, 'High Risk'),
(53823, 80, 12, '51:45.9', 36.608936809718486, 98.75536021, 136, 85, 77, 'Male', 98.62042391, 1.7215641464051226, 0.14917167274964188, 51, 33.27518250886241, 102, 'High Risk'),
(53824, 81, 13, '50:45.9', 36.96471090062848, 98.38388477, 122, 88, 87, 'Female', 97.49606457592901, 1.6911043945772457, 0.12463914240358036, 34, 34.09151093211278, 99.33333333333333, 'High Risk'),
(53825, 64, 12, '49:45.9', 36.027829485453566, 96.66608522362019, 117, 80, 21, 'Male', 88.82064379249667, 1.621809412033989, 0.09876776, 37, 33.768695483402595, 92.33333333333333, 'High Risk'),
(53826, 60, 17, '48:45.9', 36.10602273946024, 97.00701788639302, 120, 82, 45, 'Female', 89.17422092, 1.7456539564917386, 0.0971364, 38, 29.263280460825133, 94.66666666666667, 'Low Risk'),
(53827, 91, 15, '47:45.9', 37.36739313, 99.82985304566944, 119, 74, 59, 'Male', 59.47846090953333, 1.6036312808796833, 0.050276593, 45, 23.12867128299266, 89, 'High Risk'),
(53828, 71, 19, '46:45.9', 36.63339823128812, 99.85225411638942, 118, 75, 44, 'Female', 79.19827823328787, 1.5928323832130427, 0.10094789972156865, 43, 31.215880321425317, 89.33333333333333, 'High Risk'),
(53829, 74, 19, '45:45.9', 36.732185365983675, 96.84542595830162, 118, 70, 27, 'Female', 79.85247792913428, 1.5335873596622611, 0.1289763892985683, 48, 33.95246864768859, 86, 'High Risk'),
(53830, 71, 14, '44:45.9', 37.135978798800856, 95.04047510073225, 111, 77, 72, 'Female', 95.33479375453045, 1.9793606188591524, 0.11912260351915734, 34, 24.33333194829328, 88.33333333333333, 'Low Risk'),
(53831, 65, 17, '43:45.9', 36.17814977300575, 95.67682943, 133, 72, 58, 'Male', 89.92283947449775, 1.659928758627915, 0.1261709326749092, 61, 32.63556333159105, 92.33333333333333, 'High Risk'),
(53832, 61, 19, '42:45.9', 36.42462771163076, 98.41641544238286, 115, 74, 68, 'Female', 63.527720503798164, 1.7305422519588602, 0.067509962, 41, 21.21284202834691, 87.66666666666667, 'Low Risk'),
(53833, 68, 13, '41:45.9', 36.04589661130302, 99.37231039952333, 112, 85, 68, 'Female', 68.68110315, 1.954913810578053, 0.06856814, 27, 17.971405050308807, 94, 'High Risk'),
(53834, 65, 16, '40:45.9', 37.11308217, 99.84144379480524, 133, 70, 67, 'Male', 82.01188056929983, 1.5188312430628517, 0.083008568, 63, 35.55148336927983, 91, 'High Risk'),
(53835, 92, 13, '39:45.9', 37.18310814902133, 96.71239374289999, 112, 76, 67, 'Female', 55.44476728108038, 1.7206781150858248, 0.064841008, 36, 18.72670179652731, 88, 'High Risk'),
(53836, 74, 18, '38:45.9', 37.03753299386784, 98.70383593986158, 110, 79, 64, 'Female', 77.32099810321604, 1.578463067870911, 0.10418602576954636, 31, 31.033345866004492, 89.33333333333333, 'High Risk'),
(53837, 66, 13, '37:45.9', 36.70609447009915, 98.06993983605031, 131, 89, 62, 'Male', 59.08646425329749, 1.7342661579034517, 0.12006512033579646, 42, 19.645202218082925, 103, 'Low Risk'),
(53838, 97, 15, '36:45.9', 37.289834733813414, 97.88986021253221, 116, 74, 88, 'Male', 71.12582837814148, 1.9699072331588448, 0.1313254197096732, 42, 18.328874088151775, 88, 'High Risk'),
(53839, 83, 18, '35:45.9', 36.285103057201454, 99.36598609449193, 129, 89, 75, 'Female', 58.56473329992397, 1.9494346235807634, 0.1439623093389494, 40, 15.410574147882642, 102.33333333333333, 'High Risk'),
(53840, 87, 14, '34:45.9', 36.16981951900976, 99.04839636648519, 116, 73, 69, 'Female', 64.88506616094318, 1.6111623652974851, 0.12236869803343788, 43, 24.99574780991466, 87.33333333333333, 'Low Risk'),
(53841, 67, 17, '33:45.9', 36.940059266805676, 98.43832329412938, 130, 71, 72, 'Male', 99.18173327, 1.666093578106632, 0.14181457521493213, 59, 35.72999149236828, 90.66666666666666, 'High Risk'),
(53842, 66, 12, '32:45.9', 36.51504472586874, 98.51225724011508, 115, 76, 54, 'Female', 99.76536421542149, 1.5099645433043354, 0.1438136387020455, 39, 43.75687452850541, 89, 'High Risk'),
(53843, 93, 15, '31:45.9', 36.54560366974284, 97.17416322495703, 135, 78, 57, 'Female', 97.06895095478544, 1.649122636015132, 0.10185951722396103, 57, 35.692291427892336, 97, 'High Risk'),
(53844, 80, 19, '30:45.9', 37.09837103383197, 97.30068777040634, 123, 73, 28, 'Male', 77.2383541, 1.740433899882301, 0.080791773, 50, 25.49869434429898, 89.66666666666666, 'Low Risk'),
(53845, 62, 16, '29:45.9', 36.731445937496254, 95.65650214845418, 130, 82, 77, 'Male', 54.49041111976345, 1.503895850997019, 0.1258331176914791, 48, 24.092649481038755, 98, 'Low Risk'),
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(54023, 99, 19, '31:45.9', 36.79005051174022, 95.58659049244436, 123, 72, 28, 'Female', 58.00025485, 1.6870342133330705, 0.14383450582090446, 51, 20.378964903250097, 89, 'High Risk'),
(54024, 98, 16, '30:45.9', 36.876798613587994, 95.07343441240522, 114, 77, 35, 'Male', 69.12994682954756, 1.6382840643227048, 0.052233802877591766, 37, 25.75655704310681, 89.33333333333333, 'High Risk'),
(54025, 68, 12, '29:45.9', 36.665481275961035, 95.28160881329677, 128, 71, 56, 'Male', 94.40628320148102, 1.5971609733400114, 0.086277552, 57, 37.00867362, 90, 'High Risk'),
(54026, 85, 18, '28:45.9', 37.02529970606267, 99.62920082154554, 134, 77, 81, 'Female', 81.08793033948905, 1.589398218219943, 0.068954167, 57, 32.09894599844639, 96, 'High Risk'),
(54027, 68, 18, '27:45.9', 37.11077179228659, 98.78767945049462, 132, 87, 41, 'Male', 95.76886845511964, 1.5508778277650737, 0.11973612533120015, 45, 39.8170593, 102, 'High Risk'),
(54028, 98, 14, '26:45.9', 36.77213466441814, 98.24297511, 114, 79, 56, 'Male', 51.73480681452901, 1.9266297960200114, 0.10398364640712046, 35, 13.937545130481551, 90.66666666666667, 'High Risk'),
(54029, 97, 15, '25:45.9', 36.43208454331744, 97.36098682327683, 113, 86, 87, 'Female', 73.06199134095391, 1.9486832374082281, 0.1195748817921958, 27, 19.240174483889437, 95, 'High Risk'),
(54030, 76, 13, '24:45.9', 37.47458755644988, 95.86699224770082, 115, 83, 70, 'Male', 82.10298721609931, 1.7981732565406092, 0.057072729, 32, 25.391940402218943, 93.66666666666667, 'Low Risk'),
(54031, 75, 19, '23:45.9', 36.549138169534565, 99.60588628445316, 123, 78, 44, 'Male', 64.86292748460133, 1.7076559993992846, 0.079538241, 45, 22.243123310488322, 93, 'Low Risk'),
(54032, 62, 18, '22:45.9', 37.045687056091516, 95.42279994930696, 130, 75, 67, 'Female', 96.67600812475592, 1.711684003837427, 0.095887359, 55, 32.99677727770288, 93.33333333333333, 'High Risk'),
(54033, 64, 19, '21:45.9', 36.00755975543669, 95.73291614121686, 116, 77, 36, 'Male', 78.84575174257454, 1.5402767410109919, 0.12115846537867743, 39, 33.233859802538475, 90, 'High Risk'),
(54034, 66, 15, '20:45.9', 36.54487825296835, 96.85724668696861, 111, 83, 20, 'Female', 52.04838252359584, 1.5154650120638866, 0.12680273073303377, 28, 22.662896189724503, 92.33333333333333, 'Low Risk'),
(54035, 69, 14, '19:45.9', 36.55538322421138, 97.58326147805388, 123, 77, 46, 'Female', 94.90846849176091, 1.5152465915863402, 0.1275433701908616, 46, 41.33694089, 92.33333333333333, 'High Risk'),
(54036, 61, 15, '18:45.9', 37.11448908932745, 95.07976373025366, 134, 89, 66, 'Female', 65.19033681618168, 1.973425761979172, 0.1479230415552792, 45, 16.73946748568714, 104, 'High Risk'),
(54037, 93, 14, '17:45.9', 36.97832445646901, 98.92604333746617, 113, 83, 78, 'Male', 86.01355827989389, 1.6671797779149236, 0.12908083499066705, 30, 30.945823667404365, 93, 'High Risk'),
(54038, 93, 18, '16:45.9', 36.29060542478339, 95.31204898997748, 137, 78, 54, 'Male', 91.94038913944416, 1.9108177215851714, 0.10300256479309049, 59, 25.18070103213806, 97.66666666666666, 'High Risk'),
(54039, 98, 13, '15:45.9', 37.21961460560528, 95.82208888119857, 120, 81, 26, 'Male', 81.96735679170105, 1.688837101506668, 0.088232755, 39, 28.738586788950645, 94, 'High Risk'),
(54040, 95, 12, '14:45.9', 36.92608073816036, 99.72089064884698, 120, 84, 27, 'Female', 52.54690220983901, 1.7331473452464612, 0.092952797, 36, 17.493477296143173, 96, 'High Risk'),
(54041, 72, 16, '13:45.9', 36.20563810414438, 98.85845277348318, 118, 76, 38, 'Male', 94.69433180332376, 1.7962311904776438, 0.12339017019863487, 42, 29.349419588158312, 90, 'Low Risk'),
(54042, 91, 18, '12:45.9', 36.098509221991954, 97.50538226966987, 113, 86, 33, 'Female', 57.64390757460501, 1.9036549766972857, 0.13590144628756862, 27, 15.906584470271588, 95, 'High Risk'),
(54043, 77, 18, '11:45.9', 36.403175112194525, 96.00284917, 136, 87, 69, 'Male', 69.74530859728394, 1.6818195327180485, 0.095288003, 49, 24.65790732782433, 103.33333333333333, 'Low Risk'),
(54044, 85, 12, '10:45.9', 36.55940841622475, 96.73372982384605, 132, 80, 39, 'Male', 65.90860692037867, 1.653310822160552, 0.11706970334988075, 52, 24.11199334927284, 97.33333333333333, 'Low Risk'),
(54045, 73, 18, '09:45.9', 37.391700421854814, 97.98695299037608, 138, 80, 56, 'Male', 53.728554000929776, 1.7004743870749839, 0.11170870653468024, 58, 18.580823706080977, 99.33333333333333, 'Low Risk'),
(54046, 70, 13, '08:45.9', 37.29309996, 97.05505647448143, 137, 82, 68, 'Female', 58.769344905873126, 1.9122399272887318, 0.14941646882492365, 55, 16.071857969559957, 100.33333333333333, 'High Risk'),
(54047, 77, 14, '07:45.9', 36.52182991137848, 99.47254504280976, 125, 78, 30, 'Male', 75.74585163946945, 1.9593211431407898, 0.074724712, 47, 19.730932138361375, 93.66666666666667, 'Low Risk'),
(54048, 69, 16, '06:45.9', 36.031513928130664, 96.94509671306515, 121, 79, 38, 'Male', 82.53606765031792, 1.6564054060468298, 0.088945829, 42, 30.08226238770807, 93, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(54049, 78, 19, '05:45.9', 36.61742709578658, 96.53648328989212, 123, 88, 78, 'Female', 76.22046337, 1.834607819410128, 0.1317909504621151, 35, 22.645666344279874, 99.66666666666667, 'Low Risk'),
(54050, 83, 13, '04:45.9', 36.38808540298265, 97.88376394647157, 124, 78, 22, 'Female', 73.92927528840661, 1.8426077179576559, 0.12361546060735336, 46, 21.77462463478568, 93.33333333333333, 'Low Risk'),
(54051, 79, 18, '03:45.9', 36.322145273760384, 95.06332125563206, 119, 80, 49, 'Male', 65.45085323127812, 1.5129312724511297, 0.14296130948078112, 39, 28.594131671920774, 93, 'Low Risk'),
(54052, 82, 12, '02:45.9', 36.46996432258664, 97.53660205050835, 132, 79, 26, 'Female', 80.43700934824913, 1.6407230218663347, 0.072980281, 53, 29.88032873964133, 96.66666666666666, 'Low Risk'),
(54053, 77, 14, '01:45.9', 36.46337463086353, 97.13800358600521, 139, 80, 74, 'Male', 95.06734961579208, 1.698912439, 0.11106126566868804, 59, 32.93740607368267, 99.66666666666666, 'High Risk'),
(54054, 79, 12, '00:45.9', 36.64457836, 98.59584111068412, 122, 71, 33, 'Male', 64.33504289951966, 1.8348680348085449, 0.082070293, 51, 19.10899844495768, 88, 'Low Risk'),
(54055, 74, 19, '59:45.9', 36.613489029864276, 96.82399936622807, 130, 89, 59, 'Male', 63.417858117603764, 1.7634400442385594, 0.094463207, 41, 20.393425136174304, 102.66666666666667, 'Low Risk'),
(54056, 83, 19, '58:45.9', 37.354774990577496, 96.24963145920728, 137, 87, 47, 'Male', 92.06213887676681, 1.8904155993022556, 0.088578924, 50, 25.761222932810675, 103.66666666666666, 'Low Risk'),
(54057, 72, 13, '57:45.9', 36.058723530046144, 99.69595936709075, 116, 71, 56, 'Male', 87.83691663945973, 1.6369734436794936, 0.073184464, 45, 32.77885765042226, 86, 'High Risk'),
(54058, 94, 13, '56:45.9', 36.10800846497515, 99.70498590892898, 134, 76, 69, 'Male', 81.84968020299779, 1.5107730051118504, 0.12992211274381654, 58, 35.860682817287476, 95.33333333333333, 'High Risk'),
(54059, 87, 14, '55:45.9', 36.41860413430765, 99.03515421404451, 112, 83, 38, 'Male', 97.84527305129113, 1.686250519845963, 0.098492026, 29, 34.41087027790479, 92.66666666666667, 'High Risk'),
(54060, 92, 14, '54:45.9', 36.38825838960112, 99.28125044582364, 110, 86, 80, 'Male', 97.62412094, 1.974198269253576, 0.066466777, 24, 25.048146956796785, 94, 'High Risk'),
(54061, 81, 18, '53:45.9', 36.433639769199516, 96.78925041134129, 125, 78, 43, 'Male', 72.58631617431138, 1.580131560223335, 0.10938673149876418, 47, 29.07155493699566, 93.66666666666667, 'Low Risk'),
(54062, 71, 13, '52:45.9', 36.03246685190201, 95.32127902656765, 138, 75, 29, 'Female', 72.64862999508415, 1.791063307698078, 0.11119811410277175, 63, 22.646732747450645, 96, 'Low Risk'),
(54063, 72, 13, '51:45.9', 37.42371664255358, 95.97337081700098, 122, 76, 24, 'Female', 98.24175648555561, 1.9407459413038641, 0.11675728478010897, 46, 26.083072319377944, 91.33333333333333, 'Low Risk'),
(54064, 78, 19, '50:45.9', 37.14795363182316, 96.75103193172127, 139, 71, 87, 'Female', 99.83693455, 1.9551004307283075, 0.14990170655139906, 68, 26.118792486117126, 93.66666666666666, 'Low Risk'),
(54065, 72, 19, '49:45.9', 36.44458392, 97.92974268, 123, 81, 67, 'Female', 73.38235523490361, 1.6584725567789753, 0.08241907, 42, 26.67933912508376, 95, 'Low Risk'),
(54066, 71, 12, '48:45.9', 36.79269127013402, 95.80047167202224, 134, 81, 77, 'Female', 77.49890902433553, 1.698843987989319, 0.09107164, 53, 26.85273918407052, 98.66666666666666, 'Low Risk'),
(54067, 97, 14, '47:45.9', 37.142201769502215, 97.89930691, 119, 78, 23, 'Female', 62.75894038139337, 1.8192909562656105, 0.092621429, 41, 18.961438470335988, 91.66666666666667, 'High Risk'),
(54068, 68, 16, '46:45.9', 36.98795675689972, 97.61236143742252, 120, 75, 18, 'Female', 92.42881245, 1.8468703453517832, 0.11825835246400601, 45, 27.09783269736161, 90, 'Low Risk'),
(54069, 63, 13, '45:45.9', 36.53750827918328, 96.66914709, 113, 86, 26, 'Male', 50.425885346623076, 1.6178611150390907, 0.14836857648824825, 27, 19.2650907, 95, 'Low Risk'),
(54070, 88, 15, '44:45.9', 37.342137801081385, 99.38050260175027, 117, 84, 89, 'Male', 55.05406729992361, 1.5312967831559918, 0.063773922, 33, 23.47851740224587, 95, 'Low Risk'),
(54071, 89, 13, '43:45.9', 36.76462540090651, 99.22223965, 129, 72, 44, 'Female', 76.43250134711812, 1.5550208522902107, 0.075051034, 57, 31.608627493182688, 91, 'High Risk'),
(54072, 80, 14, '42:45.9', 36.576374577129144, 99.35010958200195, 125, 73, 31, 'Female', 60.48532500556654, 1.6088468285047217, 0.09150102, 52, 23.367950345055004, 90.33333333333333, 'Low Risk'),
(54073, 73, 19, '41:45.9', 36.466170769067716, 97.19544449070517, 138, 79, 87, 'Male', 71.55512079596636, 1.9813476201964593, 0.0981112, 59, 18.227175030491956, 98.66666666666666, 'High Risk'),
(54074, 75, 18, '40:45.9', 36.92127050414366, 98.23019667829746, 136, 86, 70, 'Male', 99.55717381, 1.5325292832594193, 0.099206564, 50, 42.38917812, 102.66666666666666, 'High Risk'),
(54075, 74, 16, '39:45.9', 37.37532411637413, 95.42520009, 110, 78, 75, 'Female', 50.83205394894417, 1.7039489810590438, 0.099963296, 32, 17.507514071937468, 88.66666666666667, 'High Risk'),
(54076, 81, 15, '38:45.9', 37.42289901956985, 96.00121142771259, 135, 72, 47, 'Male', 70.31301373928412, 1.893815705996046, 0.12423888886178443, 63, 19.60470379663797, 93, 'Low Risk'),
(54077, 82, 17, '37:45.9', 36.75748643520528, 96.1688626, 113, 81, 79, 'Female', 55.10870556995503, 1.5587142038192912, 0.112356273, 32, 22.68230700193947, 91.66666666666667, 'Low Risk'),
(54078, 98, 16, '36:45.9', 37.17527644300803, 98.87920508605896, 121, 87, 29, 'Male', 56.35156199962616, 1.6047642766164687, 0.12862497283860058, 34, 21.881821079535015, 98.33333333333333, 'High Risk'),
(54079, 85, 19, '35:45.9', 36.84808905740894, 99.30529840220636, 114, 75, 65, 'Female', 87.98460757595159, 1.806377192567351, 0.061328216797547054, 39, 26.964341512511766, 88, 'Low Risk'),
(54080, 84, 12, '34:45.9', 36.867552171410516, 96.30898680357532, 114, 72, 78, 'Female', 72.32663691957701, 1.8321305958361875, 0.11812538466763825, 42, 21.546930800197273, 86, 'Low Risk'),
(54081, 71, 12, '33:45.9', 37.06090788171241, 97.58017097592084, 121, 78, 70, 'Male', 91.74213582433998, 1.9514903800938839, 0.052775757, 43, 24.089956572559753, 92.33333333333333, 'Low Risk'),
(54082, 82, 15, '32:45.9', 37.27038935913639, 97.03517435170751, 135, 70, 59, 'Male', 69.63331708098966, 1.6219324413874046, 0.1055342614724859, 65, 26.46985503628924, 91.66666666666666, 'Low Risk'),
(54083, 96, 18, '31:45.9', 36.797353664217674, 95.88209274, 137, 89, 46, 'Male', 99.17320669180441, 1.6699686780048915, 0.078172448, 48, 35.561306220895375, 105, 'High Risk'),
(54084, 90, 15, '30:45.9', 37.29920692165429, 99.32116770391293, 114, 88, 35, 'Female', 64.23225622079259, 1.9288979822307732, 0.095249957, 26, 17.263730977156552, 96.66666666666667, 'High Risk'),
(54085, 72, 12, '29:45.9', 37.45928216184286, 95.22653079282085, 117, 72, 36, 'Male', 64.33035000880176, 1.979810147357314, 0.067233321, 45, 16.412276409772176, 87, 'High Risk'),
(54086, 88, 15, '28:45.9', 36.31329422, 99.59629353640985, 129, 71, 83, 'Female', 84.93636883573194, 1.7064024975686691, 0.10978018193841832, 58, 29.169617487320544, 90.33333333333333, 'Low Risk'),
(54087, 69, 12, '27:45.9', 36.93114597742131, 98.79979444924406, 128, 89, 28, 'Female', 51.84013673331076, 1.6455255313060189, 0.077916032, 39, 19.14506690198488, 102, 'Low Risk'),
(54088, 76, 13, '26:45.9', 36.07056475806668, 97.49310264075694, 124, 70, 52, 'Male', 92.97653339206832, 1.6909058344180201, 0.11946607833178731, 54, 32.51879949567775, 88, 'High Risk'),
(54089, 75, 19, '25:45.9', 37.32829312611058, 98.52170886921137, 127, 77, 51, 'Female', 87.70011755, 1.7457624613305978, 0.084900283, 50, 28.775963505242537, 93.66666666666666, 'Low Risk'),
(54090, 92, 18, '24:45.9', 36.94872277167547, 99.01516093330446, 136, 70, 77, 'Female', 91.30834626677365, 1.8161617444643854, 0.054029811, 66, 27.68225278483813, 92, 'High Risk'),
(54091, 78, 15, '23:45.9', 36.99705150824287, 97.70249037, 114, 85, 57, 'Female', 93.11898604355892, 1.6090828594029603, 0.12417941880647827, 29, 35.96511234120824, 94.66666666666667, 'High Risk'),
(54092, 99, 18, '22:45.9', 37.331449249509205, 96.09252326758525, 122, 77, 31, 'Male', 57.027129430842876, 1.5725167560866609, 0.10024515428226144, 45, 23.06168031014661, 92, 'High Risk'),
(54093, 81, 17, '21:45.9', 36.51455928784821, 96.17941072629702, 127, 80, 77, 'Female', 56.42166047028443, 1.6432712903051283, 0.092134309, 47, 20.89427603, 95.66666666666667, 'Low Risk'),
(54094, 74, 12, '20:45.9', 37.27065129999116, 99.80621266846892, 116, 70, 31, 'Female', 76.08694856146187, 1.9370487978508024, 0.1288230582197375, 46, 20.27818328646284, 85.33333333333333, 'Low Risk'),
(54095, 68, 17, '19:45.9', 36.47523007570085, 97.10779107760506, 115, 74, 50, 'Male', 74.94387017827815, 1.5672600759841775, 0.054423729, 41, 30.51082672608726, 87.66666666666667, 'High Risk'),
(54096, 88, 15, '18:45.9', 36.00621341058993, 95.21960505164263, 135, 88, 30, 'Male', 77.02529980458027, 1.8311597976227474, 0.1029045756540079, 47, 22.97105318665304, 103.66666666666667, 'Low Risk'),
(54097, 81, 14, '17:45.9', 36.54758439997345, 97.82051686792222, 123, 88, 31, 'Male', 91.80012736051168, 1.6026105390283176, 0.083784462, 35, 35.74269497517454, 99.66666666666667, 'High Risk'),
(54098, 76, 17, '16:45.9', 36.218765510156274, 95.95083979907955, 132, 76, 40, 'Female', 53.55628406516774, 1.9424574172245308, 0.070648869, 56, 14.194085684133006, 94.66666666666666, 'High Risk'),
(54099, 93, 18, '15:45.9', 36.401896555830135, 99.71819292, 127, 84, 61, 'Female', 50.58205022386693, 1.6342243436291466, 0.081255717, 43, 18.939699206966857, 98.33333333333333, 'High Risk'),
(54100, 61, 15, '14:45.9', 37.30491903988005, 98.47507819, 127, 76, 68, 'Male', 59.88930839868346, 1.5639407856492267, 0.063759681, 51, 24.485483633944643, 93, 'Low Risk'),
(54101, 92, 18, '13:45.9', 36.94508214131309, 96.76673751827038, 134, 81, 55, 'Male', 74.66357194523138, 1.520519578482448, 0.072132673, 53, 32.29421481755614, 98.66666666666666, 'High Risk'),
(54102, 99, 14, '12:45.9', 36.66186069734916, 98.13963499501394, 127, 81, 41, 'Male', 67.63935823661531, 1.748521636, 0.1259368888202243, 46, 22.123684526396495, 96.33333333333333, 'High Risk'),
(54103, 73, 12, '11:45.9', 36.32557741741026, 96.14918362208388, 118, 71, 64, 'Male', 85.58826400973486, 1.579577727636512, 0.11839272629906852, 47, 34.30300879860854, 86.66666666666667, 'High Risk'),
(54104, 72, 19, '10:45.9', 36.17763114548706, 98.23535673104509, 132, 86, 42, 'Male', 61.556019713462106, 1.7444204283114417, 0.14559336637183592, 46, 20.228710646593882, 101.33333333333333, 'Low Risk'),
(54105, 97, 12, '09:45.9', 36.04452454105755, 99.98914613082172, 116, 88, 54, 'Male', 57.62055426, 1.5727391533760462, 0.064368866, 28, 23.295070767356194, 97.33333333333333, 'High Risk'),
(54106, 76, 16, '08:45.9', 36.40821074330156, 97.82447788229796, 113, 85, 73, 'Male', 79.60496071131979, 1.5189593709479845, 0.088908452, 28, 34.502281744198285, 94.33333333333333, 'High Risk'),
(54107, 65, 15, '07:45.9', 36.644125035095016, 95.30997935574409, 121, 70, 76, 'Female', 61.16883970934409, 1.8403609979327122, 0.073651731, 51, 18.06026842737891, 87, 'High Risk'),
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(54284, 73, 15, '10:45.9', 36.837264176934184, 96.57923163160912, 112, 76, 48, 'Female', 87.23036318932918, 1.6103641998542781, 0.054569542417950694, 36, 33.63717126090691, 88, 'High Risk'),
(54285, 74, 14, '09:45.9', 36.48309774535101, 97.23037854306565, 124, 79, 67, 'Female', 57.852459996960285, 1.9477227217259372, 0.11588660303219733, 45, 15.24992014, 94, 'High Risk'),
(54286, 95, 18, '08:45.9', 37.39453686152301, 97.04960253075723, 139, 84, 38, 'Male', 58.28965980733001, 1.687678999739808, 0.089031475, 55, 20.465003719887804, 102.33333333333333, 'High Risk'),
(54287, 69, 16, '07:45.9', 37.26720403345755, 98.35220868, 119, 84, 50, 'Female', 58.12428455, 1.6892409586110877, 0.10653271215524662, 35, 20.369220711032245, 95.66666666666667, 'Low Risk'),
(54288, 99, 14, '06:45.9', 36.67263912440334, 99.52228952425628, 124, 78, 43, 'Male', 92.68232520109032, 1.9063571264245227, 0.052667509, 46, 25.502831193856398, 93.33333333333333, 'High Risk'),
(54289, 71, 16, '05:45.9', 36.26093999436109, 97.1332724, 117, 72, 66, 'Female', 86.66637152860783, 1.5490723870544585, 0.082691415, 45, 36.116627442287914, 87, 'High Risk'),
(54290, 88, 17, '04:45.9', 36.070321002211074, 98.58869307, 120, 70, 64, 'Female', 53.03039256637368, 1.6940834372815239, 0.12483315455122924, 50, 18.478012183928367, 86.66666666666666, 'High Risk'),
(54291, 86, 15, '03:45.9', 37.124609298932526, 95.39609576989653, 112, 76, 48, 'Female', 99.53299980339264, 1.8472868114007892, 0.053243966, 36, 29.167448124155147, 88, 'Low Risk'),
(54292, 69, 17, '02:45.9', 37.15690660713523, 95.86583888870814, 135, 88, 53, 'Female', 90.81027789874706, 1.6588023963683596, 0.082394809, 47, 33.00241312725784, 103.66666666666667, 'High Risk'),
(54293, 71, 18, '01:45.9', 37.35175036, 96.35903819, 130, 87, 72, 'Male', 56.92113888850609, 1.8172691916898154, 0.12545419938416186, 43, 17.23594314736966, 101.33333333333333, 'High Risk'),
(54294, 78, 16, '00:45.9', 37.41271069462272, 97.87414142613702, 119, 86, 80, 'Male', 82.69584231, 1.9665443541075391, 0.081044586, 33, 21.383371587828798, 97, 'Low Risk'),
(54295, 94, 16, '59:45.9', 37.39555837069629, 96.55264396743006, 132, 85, 85, 'Female', 65.07802833196932, 1.5844105650270697, 0.1214781272074204, 47, 25.923815822556914, 100.66666666666667, 'High Risk'),
(54296, 96, 13, '58:45.9', 37.29276101, 97.11029591147222, 127, 73, 51, 'Male', 51.77156941703482, 1.933141503184742, 0.077446073, 54, 13.853644553806825, 91, 'High Risk'),
(54297, 96, 13, '57:45.9', 37.122616261674175, 98.10646302004713, 115, 82, 67, 'Female', 51.78934686798123, 1.836708900167086, 0.070626207, 33, 15.351816586648487, 93, 'High Risk'),
(54298, 94, 18, '56:45.9', 36.69622401, 96.93193640358164, 127, 79, 26, 'Female', 62.32097422, 1.9447564736049772, 0.092650541, 48, 16.47797281873645, 95, 'High Risk'),
(54299, 74, 16, '55:45.9', 36.98432977053491, 99.29218657, 119, 76, 74, 'Female', 76.75944613190217, 1.794197096358968, 0.073069288, 43, 23.84468191446352, 90.33333333333333, 'Low Risk'),
(54300, 83, 19, '54:45.9', 37.23410344194949, 95.93971462263458, 113, 80, 44, 'Female', 84.12703314461399, 1.544155817, 0.063232226, 33, 35.282010901414935, 91, 'High Risk'),
(54301, 88, 16, '53:45.9', 37.42158859968088, 98.82997301, 110, 71, 52, 'Female', 68.48456620932542, 1.5173917336242655, 0.1362657818429044, 39, 29.743856804494314, 84, 'Low Risk'),
(54302, 72, 12, '52:45.9', 37.396641587529516, 98.13986804892737, 115, 75, 37, 'Male', 80.75433234217911, 1.5659074393726873, 0.12014023651414714, 40, 32.933179108111865, 88.33333333333333, 'High Risk'),
(54303, 96, 16, '51:45.9', 36.14239953316184, 95.84680730544206, 116, 84, 25, 'Male', 78.61932200252687, 1.8035136415060575, 0.066620881, 32, 24.17076695125884, 94.66666666666667, 'High Risk'),
(54304, 77, 13, '50:45.9', 37.27095857774418, 95.07239675989707, 111, 86, 29, 'Male', 73.07500931142394, 1.918234637001897, 0.13877083853599842, 25, 19.85936793454673, 94.33333333333333, 'Low Risk'),
(54305, 87, 17, '49:45.9', 36.10276804125735, 95.41734141056367, 125, 70, 44, 'Female', 76.12190709, 1.869822477631607, 0.066255004, 55, 21.77253050429502, 88.33333333333333, 'Low Risk'),
(54306, 77, 16, '48:45.9', 37.131061390494516, 99.54894100854104, 133, 74, 21, 'Female', 56.675795988139114, 1.6183268041521928, 0.14442541511231105, 59, 21.64039450048482, 93.66666666666666, 'Low Risk'),
(54307, 91, 13, '47:45.9', 37.18708434941355, 96.30786364, 125, 80, 19, 'Female', 80.56399838996134, 1.7724867082662876, 0.1395989564967434, 45, 25.64336640700214, 95, 'High Risk'),
(54308, 85, 16, '46:45.9', 36.719512476939784, 99.36923326651556, 115, 76, 74, 'Male', 67.32960805569839, 1.5867183389265949, 0.082765314, 39, 26.742770900445127, 89, 'Low Risk'),
(54309, 94, 15, '45:45.9', 36.06664889348192, 96.88508108319951, 136, 70, 86, 'Female', 53.03330280341756, 1.682867861016105, 0.12380406061650549, 66, 18.726156215551935, 92, 'High Risk'),
(54310, 69, 12, '44:45.9', 37.43716915684752, 97.33491295708711, 120, 77, 51, 'Male', 65.07378402368185, 1.6342553957119585, 0.10256327037699839, 43, 24.364988264461623, 91.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(54311, 89, 14, '43:45.9', 36.60214505537341, 95.14286472139896, 126, 74, 59, 'Female', 80.38787342534766, 1.6437483914783861, 0.085041384, 52, 29.75225299402912, 91.33333333333333, 'Low Risk'),
(54312, 79, 18, '42:45.9', 36.02806848, 97.46608601743608, 136, 75, 61, 'Male', 96.73664905751002, 1.9945879110160374, 0.14072919036305342, 61, 24.315582304355303, 95.33333333333333, 'Low Risk'),
(54313, 71, 18, '41:45.9', 36.86052518, 98.69121027706149, 122, 78, 47, 'Female', 56.10523995715575, 1.939325354453306, 0.12649964642061526, 44, 14.91770701617618, 92.66666666666667, 'High Risk'),
(54314, 94, 17, '40:45.9', 37.13444261095043, 95.42677838308443, 111, 77, 82, 'Male', 87.93860236038881, 1.7062293940208901, 0.058498132, 34, 30.206799990825722, 88.33333333333333, 'High Risk'),
(54315, 75, 13, '39:45.9', 37.002206086109254, 96.36613764015546, 135, 80, 40, 'Male', 72.06675779117482, 1.739853197374149, 0.083971065, 55, 23.807279620078518, 98.33333333333333, 'Low Risk'),
(54316, 94, 19, '38:45.9', 36.35047001030883, 97.78168230577842, 129, 75, 79, 'Male', 66.49764878051978, 1.8977231954432265, 0.10467836775752618, 54, 18.464627808323563, 93, 'High Risk'),
(54317, 73, 19, '37:45.9', 36.23194743753714, 98.72504229723211, 114, 75, 47, 'Male', 57.06464484835452, 1.6009998500916167, 0.089279969, 39, 22.263043567306205, 88, 'Low Risk'),
(54318, 71, 16, '36:45.9', 36.14434927120583, 99.34408838216223, 116, 83, 21, 'Female', 85.38689383, 1.8685576715563113, 0.12657970355523962, 33, 24.45559323127964, 94, 'Low Risk'),
(54319, 84, 17, '35:45.9', 37.223917045611856, 95.03518888079704, 110, 89, 74, 'Female', 74.55377180654307, 1.5346433798021928, 0.11742267611403252, 21, 31.655901037055905, 96, 'High Risk'),
(54320, 75, 16, '34:45.9', 36.54792837271948, 96.43441570586712, 122, 86, 84, 'Male', 53.19413768856938, 1.5992524947110756, 0.1295650335741223, 36, 20.798389127332477, 98, 'Low Risk'),
(54321, 93, 19, '33:45.9', 36.797896236392596, 95.55756110232423, 120, 89, 68, 'Male', 58.05239864066273, 1.7407946644134094, 0.12391469117929832, 31, 19.156893068798542, 99.33333333333333, 'High Risk'),
(54322, 97, 18, '32:45.9', 37.423289703044276, 99.44176277770919, 134, 88, 41, 'Female', 85.16314624655487, 1.9335851243760835, 0.1462044300837878, 46, 22.778499124096793, 103.33333333333333, 'High Risk'),
(54323, 71, 13, '31:45.9', 36.02526797126766, 96.31774014241986, 110, 82, 25, 'Female', 77.25234825, 1.520028822483074, 0.14554363041202018, 28, 33.43551704873291, 91.33333333333333, 'High Risk'),
(54324, 89, 18, '30:45.9', 36.45165893553439, 96.45263725728388, 114, 82, 72, 'Male', 62.04016198907461, 1.8343787235373588, 0.1362007671469514, 32, 18.437197764813373, 92.66666666666667, 'High Risk'),
(54325, 99, 14, '29:45.9', 37.19002219230476, 96.08907151, 122, 87, 50, 'Female', 53.232017978531644, 1.6766462622776677, 0.082226598, 35, 18.936078268254594, 98.66666666666667, 'High Risk'),
(54326, 66, 17, '28:45.9', 36.89955891, 95.24555545712944, 124, 81, 62, 'Male', 89.62134830124992, 1.9638337748954444, 0.090295336, 43, 23.238175294903137, 95.33333333333333, 'Low Risk'),
(54327, 61, 17, '27:45.9', 37.316306478543304, 98.23312257324156, 121, 78, 71, 'Female', 76.51628723627562, 1.7956166413480164, 0.148158486, 43, 23.731579552491205, 92.33333333333333, 'Low Risk'),
(54328, 75, 19, '26:45.9', 36.652305447421355, 98.59258330507791, 128, 80, 74, 'Male', 71.31291234304574, 1.5652340124240622, 0.067608423, 48, 29.10781592976588, 96, 'Low Risk'),
(54329, 93, 17, '25:45.9', 36.89459167735852, 96.71470801, 134, 89, 33, 'Female', 80.30169289412825, 1.924414725231212, 0.1433999962630674, 45, 21.68339884354103, 104, 'High Risk'),
(54330, 60, 19, '24:45.9', 36.609861205565366, 95.44833840571592, 121, 85, 18, 'Female', 64.51624158646194, 1.5163757850961188, 0.0953744, 36, 28.05791390810547, 97, 'Low Risk'),
(54331, 82, 19, '23:45.9', 36.87656930638907, 97.24994848723244, 127, 79, 83, 'Female', 57.18136581861275, 1.685129104725341, 0.07901886, 48, 20.13669376374302, 95, 'Low Risk'),
(54332, 62, 17, '22:45.9', 36.432587, 95.74393612402251, 127, 83, 33, 'Male', 81.00834320871304, 1.8326346726045415, 0.085472751, 44, 24.120036024461236, 97.66666666666667, 'Low Risk'),
(54333, 60, 16, '21:45.9', 37.46798188077093, 96.75370989673975, 122, 76, 66, 'Female', 55.13298174304426, 1.6976157493768502, 0.14933868620710183, 46, 19.130780535514738, 91.33333333333333, 'Low Risk'),
(54334, 85, 18, '20:45.9', 36.73247655743228, 98.56358334588445, 130, 75, 50, 'Male', 88.90500854, 1.9574075703677205, 0.087024409, 55, 23.204045090305243, 93.33333333333333, 'Low Risk'),
(54335, 91, 17, '19:45.9', 36.67407117865501, 97.53745949798135, 124, 86, 53, 'Male', 80.98982381803853, 1.836534807740527, 0.12734696260805117, 38, 24.01220964279461, 98.66666666666667, 'High Risk'),
(54336, 94, 12, '18:45.9', 36.78802103221804, 98.79400282227492, 116, 79, 71, 'Male', 91.77939575, 1.7347619162576497, 0.1017176534053314, 37, 30.49758394190042, 91.33333333333333, 'High Risk'),
(54337, 68, 14, '17:45.9', 36.43317072, 96.65567189121757, 117, 77, 18, 'Male', 91.61768331637614, 1.6302820696540916, 0.1341142632373967, 40, 34.47099359122025, 90.33333333333333, 'High Risk'),
(54338, 97, 18, '16:45.9', 36.306622232350115, 97.85575341, 125, 78, 77, 'Female', 58.496789139789186, 1.574886025387733, 0.095694226, 47, 23.58488537350015, 93.66666666666667, 'High Risk'),
(54339, 77, 18, '15:45.9', 36.16234129734204, 96.21026157506927, 116, 79, 68, 'Female', 55.39708879, 1.667306982948801, 0.095586115, 37, 19.927637033401506, 91.33333333333333, 'Low Risk'),
(54340, 71, 17, '14:45.9', 37.07125544036529, 98.33466577252666, 117, 79, 31, 'Male', 95.64484153654459, 1.7202959118847698, 0.10302662771936644, 38, 32.318800773135884, 91.66666666666667, 'High Risk'),
(54341, 87, 19, '13:45.9', 37.450239258030585, 98.88967639966904, 122, 71, 67, 'Female', 83.61299678282595, 1.5005313335137747, 0.10819189100691942, 51, 37.13501914, 88, 'High Risk'),
(54342, 67, 17, '12:45.9', 37.23032379, 99.85847506152221, 136, 84, 39, 'Male', 91.49333247838831, 1.9979689917850347, 0.13843893495078555, 52, 22.919859907281353, 101.33333333333333, 'Low Risk'),
(54343, 68, 18, '11:45.9', 36.088544307886195, 98.93746454236793, 112, 87, 79, 'Female', 90.87038665777679, 1.6565896542462613, 0.054938620255063825, 25, 33.11253927761927, 95.33333333333333, 'High Risk'),
(54344, 94, 13, '10:45.9', 36.76963723386301, 99.53957882976617, 125, 83, 67, 'Male', 60.96301713339619, 1.9509245342740889, 0.078578512, 42, 16.017159929133765, 97, 'High Risk'),
(54345, 62, 15, '09:45.9', 36.761632670992455, 95.64401465807687, 123, 78, 70, 'Female', 75.13582306, 1.9296742582346327, 0.09685621, 45, 20.178042914418597, 93, 'Low Risk'),
(54346, 95, 12, '08:45.9', 36.37221111965729, 97.04022180961596, 116, 89, 32, 'Female', 51.06805686002186, 1.7148128595964485, 0.10868073713785513, 27, 17.366642726628246, 98, 'High Risk'),
(54347, 61, 17, '07:45.9', 36.72200812592709, 99.59699972441746, 129, 85, 72, 'Female', 70.53138092654368, 1.6301375107304232, 0.1198433601552661, 44, 26.54201589730828, 99.66666666666667, 'Low Risk'),
(54348, 70, 17, '06:45.9', 37.25041039209953, 98.60385154226898, 125, 79, 72, 'Male', 61.343068671268824, 1.6730977194115861, 0.096721754, 46, 21.91406185716235, 94.33333333333333, 'Low Risk'),
(54349, 60, 14, '05:45.9', 37.30092270213332, 99.31435229006003, 120, 84, 67, 'Female', 74.78071660932925, 1.5216459654803913, 0.1490772526516003, 36, 32.297014977489255, 96, 'High Risk'),
(54350, 62, 13, '04:45.9', 36.968926711702174, 96.62247962191701, 114, 72, 65, 'Female', 91.41087028396709, 1.7326337825786935, 0.14075059301802084, 42, 30.449789017695316, 86, 'High Risk'),
(54351, 61, 12, '03:45.9', 36.37365520665994, 99.29098735600961, 119, 72, 52, 'Female', 80.62533008159065, 1.5256127387810796, 0.077896747, 47, 34.640399570634216, 87.66666666666667, 'High Risk'),
(54352, 64, 18, '02:45.9', 37.31076677733469, 97.99865337290379, 115, 81, 64, 'Female', 63.698424054612104, 1.6895040959540806, 0.05029086, 34, 22.31568331849772, 92.33333333333333, 'Low Risk'),
(54353, 92, 16, '01:45.9', 36.49328197, 98.37528830020983, 122, 73, 66, 'Male', 51.43699290081479, 1.938252493697566, 0.14754206750280263, 49, 13.69162098049245, 89.33333333333333, 'High Risk'),
(54354, 80, 16, '00:45.9', 36.34185725136715, 97.94225025, 120, 79, 53, 'Male', 63.47404130950973, 1.7285549200557135, 0.072596757, 41, 21.24368166615835, 92.66666666666667, 'Low Risk'),
(54355, 81, 12, '59:45.9', 37.23406999085173, 98.89109644, 132, 76, 75, 'Female', 87.44887323911445, 1.8727923491915797, 0.060328495103108386, 56, 24.933024573708426, 94.66666666666666, 'Low Risk'),
(54356, 85, 15, '58:45.9', 36.36913838044299, 99.83878668558174, 119, 87, 60, 'Female', 98.40118523180703, 1.9717175097708013, 0.091213255, 32, 25.311095538605628, 97.66666666666667, 'Low Risk'),
(54357, 94, 14, '57:45.9', 37.01989904440708, 95.05022669065289, 127, 87, 63, 'Male', 66.77560608137841, 1.9171206312022173, 0.14007138722400014, 40, 18.168495126645755, 100.33333333333333, 'High Risk'),
(54358, 71, 16, '56:45.9', 36.443470802792675, 95.64251040155693, 128, 79, 66, 'Male', 81.56307116882965, 1.5245700031085134, 0.079091621, 49, 35.09124924320774, 95.33333333333333, 'High Risk'),
(54359, 82, 15, '55:45.9', 36.97400633787112, 98.14379685, 129, 73, 38, 'Male', 58.854902438864464, 1.50021501, 0.13700454170746051, 56, 26.15023713400031, 91.66666666666666, 'Low Risk'),
(54360, 61, 19, '54:45.9', 36.986737970418005, 96.66263994325945, 115, 75, 66, 'Female', 80.74820226840329, 1.5051464372781127, 0.054505514562629365, 40, 35.64309041969606, 88.33333333333333, 'High Risk'),
(54361, 95, 18, '53:45.9', 36.04153935798937, 95.47644711358402, 116, 87, 62, 'Female', 64.23989894219594, 1.8460636986602101, 0.11240182166067639, 29, 18.85000563635225, 96.66666666666667, 'High Risk'),
(54362, 71, 19, '52:45.9', 36.67969943810709, 98.47084079390083, 111, 80, 73, 'Male', 87.19051586502619, 1.6913708059342856, 0.08146262, 31, 30.47835946805125, 90.33333333333333, 'High Risk'),
(54363, 62, 18, '51:45.9', 36.18393662708254, 98.17570375226232, 128, 82, 22, 'Female', 80.04605417480971, 1.9893084119229496, 0.078766291, 46, 20.227196352067395, 97.33333333333333, 'Low Risk'),
(54364, 78, 14, '50:45.9', 36.201165125352695, 98.57317478754109, 129, 84, 63, 'Female', 62.79703090992194, 1.8386670814752473, 0.11053228825248557, 45, 18.575174782592143, 99, 'Low Risk'),
(54365, 96, 19, '49:45.9', 37.40164817803294, 98.59929490780675, 138, 78, 31, 'Male', 65.73014981328828, 1.989699909041194, 0.1363554997637757, 60, 16.60311063932676, 98, 'High Risk'),
(54366, 82, 16, '48:45.9', 36.918317221886134, 99.59718919987324, 136, 86, 48, 'Female', 62.68521535512382, 1.6677141976030327, 0.1413712383788377, 50, 22.538337097962216, 102.66666666666666, 'Low Risk'),
(54367, 70, 14, '47:45.9', 36.01631991677699, 98.45272188308843, 130, 73, 66, 'Male', 97.13484562, 1.5507826422756932, 0.11738394513865953, 57, 40.38993847024733, 92, 'High Risk'),
(54368, 70, 15, '46:45.9', 37.106690229523295, 98.25983476413248, 139, 83, 60, 'Female', 65.20253601284578, 1.8166703031802949, 0.069942949, 56, 19.75660213035135, 101.66666666666666, 'Low Risk'),
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(54547, 91, 17, '47:45.9', 36.849638157905005, 99.79631563, 117, 84, 81, 'Female', 58.728151540462534, 1.884297402062312, 0.12746176680475718, 33, 16.540454273266707, 95, 'High Risk'),
(54548, 75, 13, '46:45.9', 36.96720107150165, 97.04368909754194, 130, 75, 27, 'Male', 81.03547718, 1.573707351356826, 0.11297608362343434, 55, 32.721051144643795, 93.33333333333333, 'High Risk'),
(54549, 95, 17, '45:45.9', 36.93544395748979, 97.63435454261464, 120, 74, 43, 'Male', 82.16519237145425, 1.8888889771671817, 0.14608446493983757, 46, 23.028996401390557, 89.33333333333333, 'High Risk'),
(54550, 68, 13, '44:45.9', 36.46608615013559, 98.30491651624418, 125, 75, 33, 'Female', 82.78609527, 1.7571744087627996, 0.12130097992588933, 50, 26.811904242087312, 91.66666666666666, 'Low Risk'),
(54551, 79, 14, '43:45.9', 37.43529767061637, 95.04053825815394, 136, 70, 58, 'Female', 85.14516483298485, 1.7454929679073494, 0.14858858544703524, 66, 27.946265684283112, 92, 'Low Risk'),
(54552, 99, 17, '42:45.9', 36.223304298855076, 99.02074222, 111, 82, 83, 'Female', 76.11222266, 1.924260098879282, 0.050509468037048866, 29, 20.55544369537704, 91.66666666666667, 'High Risk'),
(54553, 89, 13, '41:45.9', 36.723435653076066, 95.18804111331409, 123, 89, 32, 'Female', 85.27466795490828, 1.7534363985365027, 0.14593941487483908, 34, 27.735755605892038, 100.33333333333333, 'Low Risk'),
(54554, 88, 15, '40:45.9', 36.86883038081061, 97.36621656400003, 115, 73, 27, 'Male', 62.299113681226885, 1.511073478835426, 0.085677101, 42, 27.284167156115267, 87, 'Low Risk'),
(54555, 82, 13, '39:45.9', 37.30594849870267, 96.97159030059653, 114, 74, 36, 'Male', 76.55891955934024, 1.6276873364356488, 0.087739983, 40, 28.89707110133298, 87.33333333333333, 'Low Risk'),
(54556, 61, 18, '38:45.9', 36.67844805498536, 99.0490338, 133, 83, 47, 'Female', 80.87227843697262, 1.7595870230914894, 0.079895086, 50, 26.12030104206117, 99.66666666666666, 'Low Risk'),
(54557, 71, 17, '37:45.9', 36.700433211507274, 99.28485501533567, 116, 79, 78, 'Female', 76.66709196379556, 1.6189563291601838, 0.1112656750608148, 37, 29.250865613046383, 91.33333333333333, 'Low Risk'),
(54558, 72, 18, '36:45.9', 37.47545164614963, 96.92004064951959, 110, 88, 83, 'Female', 77.12842612729582, 1.8941853477754098, 0.066569255, 22, 21.49658753735816, 95.33333333333333, 'Low Risk'),
(54559, 83, 13, '35:45.9', 36.35212708529583, 96.92324510663919, 139, 70, 68, 'Female', 81.92193154193421, 1.767290544139687, 0.14277699633621815, 69, 26.229153572605007, 93, 'Low Risk'),
(54560, 81, 15, '34:45.9', 36.87724959106185, 96.09861350253539, 139, 79, 58, 'Male', 88.85321223295671, 1.9128986291118875, 0.062466008, 60, 24.282266501743024, 99, 'Low Risk'),
(54561, 89, 17, '33:45.9', 36.63067205750821, 98.98746416510303, 112, 84, 47, 'Male', 64.19325772517824, 1.555717351679571, 0.061815969, 28, 26.52332853988256, 93.33333333333333, 'Low Risk'),
(54562, 69, 15, '32:45.9', 36.26212875661572, 98.89254021672168, 111, 77, 38, 'Male', 70.30990168317904, 1.8762075358058312, 0.1319612536108259, 34, 19.973525974681817, 88.33333333333333, 'Low Risk'),
(54563, 64, 14, '31:45.9', 37.42838952, 97.74472132556282, 133, 83, 22, 'Male', 98.67431560960445, 1.5861218406105375, 0.1432490639587526, 50, 39.222117124152234, 99.66666666666666, 'High Risk'),
(54564, 99, 12, '30:45.9', 36.43178438927409, 97.00532892962322, 128, 77, 47, 'Female', 88.82642023813088, 1.777201833714737, 0.090581004, 51, 28.123453805039407, 94, 'High Risk'),
(54565, 88, 13, '29:45.9', 36.77880018285151, 98.10607481821532, 121, 81, 45, 'Female', 97.37041618933257, 1.9188325902089332, 0.10987306302850801, 40, 26.445565252127665, 94.33333333333333, 'Low Risk'),
(54566, 90, 16, '28:45.9', 37.03936477, 95.45812854, 111, 81, 58, 'Female', 84.69903265423595, 1.9080413724194987, 0.133262834, 30, 23.26499028804763, 91, 'Low Risk'),
(54567, 67, 17, '27:45.9', 36.26371249902889, 95.25132769778087, 131, 80, 58, 'Male', 75.00369673501554, 1.7341795553249106, 0.088744109, 51, 24.939890670952956, 97, 'Low Risk'),
(54568, 93, 19, '26:45.9', 36.34681969218019, 96.37634704550965, 133, 76, 61, 'Female', 99.13499258554772, 1.5839222974791598, 0.05273393, 57, 39.514749515507916, 95, 'High Risk'),
(54569, 97, 17, '25:45.9', 37.371003504581324, 98.61379439884735, 132, 86, 75, 'Male', 87.30782389, 1.5851812526283218, 0.10554728289352705, 46, 34.745239437093026, 101.33333333333333, 'High Risk'),
(54570, 66, 17, '24:45.9', 36.69127163763489, 97.06505901164385, 135, 79, 79, 'Female', 50.08916130251877, 1.9108292127962905, 0.09097286, 56, 13.718291140193374, 97.66666666666666, 'High Risk'),
(54571, 90, 12, '23:45.9', 36.759949942832705, 95.92536358132215, 119, 78, 54, 'Male', 79.71856829146506, 1.9548172274008855, 0.1241169652766696, 41, 20.86157890942958, 91.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(54572, 90, 19, '22:45.9', 36.218452872614186, 96.48562640435038, 124, 78, 72, 'Male', 61.21110241411727, 1.9634334078792224, 0.14107712808194628, 46, 15.878074989662254, 93.33333333333333, 'High Risk'),
(54573, 63, 15, '21:45.9', 36.95653962037077, 96.88888185269256, 134, 82, 88, 'Female', 78.15784471530131, 1.631321940489943, 0.061786452, 52, 29.36927462050306, 99.33333333333333, 'Low Risk'),
(54574, 95, 14, '20:45.9', 36.157553747253054, 99.51288925691892, 117, 72, 39, 'Male', 71.71999730542962, 1.634229144753395, 0.081187673, 45, 26.85433249136445, 87, 'High Risk'),
(54575, 93, 13, '19:45.9', 36.474226539128985, 97.95333700262388, 121, 74, 72, 'Male', 79.92611915550617, 1.524358536131936, 0.14846312405769535, 47, 34.39651731, 89.66666666666667, 'High Risk'),
(54576, 69, 18, '18:45.9', 36.300907833012275, 97.66548623, 129, 89, 74, 'Male', 56.21982502620923, 1.8371600195208249, 0.07812535, 40, 16.656951386312116, 102.33333333333333, 'High Risk'),
(54577, 82, 17, '17:45.9', 36.1837511, 97.94858763709672, 118, 72, 82, 'Male', 60.005430137159486, 1.651465507492403, 0.062825508, 46, 22.001461880805035, 87.33333333333333, 'Low Risk'),
(54578, 83, 18, '16:45.9', 37.26695916395149, 98.54598852, 115, 85, 59, 'Male', 95.10488188, 1.7253853026023536, 0.064297759, 30, 31.947039740191066, 95, 'High Risk'),
(54579, 69, 17, '15:45.9', 36.32028326, 95.29599688726692, 114, 70, 26, 'Female', 52.829324057195805, 1.6704291385972296, 0.11842227643202116, 44, 18.93297841396055, 84.66666666666667, 'Low Risk'),
(54580, 72, 17, '14:45.9', 36.44461501, 97.28093136340917, 129, 75, 47, 'Male', 83.92837145227668, 1.6459254253399123, 0.10677069558903783, 54, 30.98050466874076, 93, 'High Risk'),
(54581, 72, 19, '13:45.9', 36.46262660002511, 97.95033235225054, 111, 76, 88, 'Male', 95.80078097484754, 1.9351618427439967, 0.13155010446979576, 35, 25.58199827614216, 87.66666666666667, 'Low Risk'),
(54582, 90, 16, '12:45.9', 36.59000440011614, 95.20453470321681, 122, 85, 29, 'Male', 70.56486701965736, 1.9204610346527906, 0.062012265694011595, 37, 19.132755761024924, 97.33333333333333, 'Low Risk'),
(54583, 77, 19, '11:45.9', 37.22570019893307, 98.64001838979188, 136, 88, 89, 'Male', 78.68619564418265, 1.9850318562356672, 0.074813316, 48, 19.969334268240434, 104, 'Low Risk'),
(54584, 73, 15, '10:45.9', 37.49588660470173, 98.63123360538668, 132, 87, 22, 'Male', 68.97023583261574, 1.8914344788783215, 0.146034668, 45, 19.27876049317432, 102, 'Low Risk'),
(54585, 92, 18, '09:45.9', 36.97462988828743, 99.40924282053717, 124, 89, 41, 'Female', 76.11535197325611, 1.790823563643052, 0.054442370694353884, 35, 23.733766187072952, 100.66666666666667, 'High Risk'),
(54586, 61, 12, '08:45.9', 36.273516887360884, 99.88082090327796, 127, 88, 83, 'Female', 92.96024078865693, 1.855743527, 0.075018502, 39, 26.993632529199093, 101, 'Low Risk'),
(54587, 97, 16, '07:45.9', 36.76415136798999, 96.62837239, 118, 89, 43, 'Male', 89.82374969763495, 1.9813708874659843, 0.10429896872751125, 29, 22.88018995058824, 98.66666666666667, 'High Risk'),
(54588, 70, 13, '06:45.9', 36.52315602571443, 98.38812335478134, 128, 80, 67, 'Female', 69.63636284958324, 1.5988362641140585, 0.071769821, 48, 27.241316949666533, 96, 'Low Risk'),
(54589, 62, 17, '05:45.9', 37.08890023136889, 96.15744676589958, 122, 78, 31, 'Male', 61.233591874913785, 1.767566914607264, 0.06738609, 44, 19.599184788849715, 92.66666666666667, 'Low Risk'),
(54590, 87, 18, '04:45.9', 37.42090828291215, 99.36477306727201, 139, 82, 49, 'Male', 59.09169325187189, 1.7301102100670307, 0.090535568, 57, 19.741443105392822, 101, 'Low Risk'),
(54591, 67, 12, '03:45.9', 36.43909056920345, 98.69071128212362, 132, 72, 51, 'Female', 82.08016756638168, 1.753572104020222, 0.10621970927618418, 60, 26.692606135760105, 92, 'Low Risk'),
(54592, 81, 18, '02:45.9', 36.970848015277966, 98.29165032790225, 114, 87, 50, 'Female', 62.21424483, 1.9760118266697666, 0.054431524, 27, 15.933484226788657, 96, 'High Risk'),
(54593, 79, 18, '01:45.9', 36.05655234466751, 95.18986183795467, 115, 72, 23, 'Male', 76.55313472314768, 1.9469384258267703, 0.11431968805389629, 43, 20.19568302229799, 86.33333333333333, 'Low Risk'),
(54594, 77, 16, '00:45.9', 36.53495451596963, 96.78021636205766, 133, 74, 75, 'Male', 97.20730298916217, 1.884902351646633, 0.10482396748567945, 59, 27.360320554008645, 93.66666666666666, 'Low Risk'),
(54595, 66, 12, '59:45.9', 37.304853664242586, 96.71354029847748, 129, 89, 73, 'Male', 55.25141919783128, 1.6569491061739663, 0.09369348, 40, 20.12450003148121, 102.33333333333333, 'Low Risk'),
(54596, 80, 12, '58:45.9', 36.60365666, 98.42033173823995, 130, 79, 47, 'Female', 92.65846456007961, 1.9582334759148408, 0.074643177, 51, 24.163295117583125, 96, 'Low Risk'),
(54597, 65, 19, '57:45.9', 36.253007813781025, 99.65960895886558, 124, 80, 47, 'Female', 87.89631772679724, 1.5601308594961933, 0.052474372236337496, 44, 36.11175761884327, 94.66666666666667, 'High Risk'),
(54598, 82, 14, '56:45.9', 36.52886641188001, 96.03057913221303, 126, 79, 31, 'Male', 91.01336844330191, 1.904749087749615, 0.056659988, 47, 25.085897278615647, 94.66666666666667, 'Low Risk'),
(54599, 62, 18, '55:45.9', 36.399376897517044, 99.87940361377697, 135, 72, 27, 'Female', 83.14020046, 1.587280957392704, 0.061961121319884405, 63, 32.999203328552305, 93, 'High Risk'),
(54600, 98, 19, '54:45.9', 36.29139542754876, 96.47349671339656, 137, 81, 85, 'Female', 52.67109132309466, 1.516579959749223, 0.1390612645696681, 56, 22.90032738543091, 99.66666666666666, 'High Risk'),
(54601, 76, 12, '53:45.9', 36.77304846, 97.86306607173687, 130, 76, 40, 'Female', 56.88561305259309, 1.9092114001769662, 0.10120465235983095, 54, 15.606100700649128, 94, 'High Risk'),
(54602, 61, 16, '52:45.9', 36.805704751290385, 97.08391329059346, 121, 82, 19, 'Male', 51.887760608920246, 1.7541401417927236, 0.059144896587184276, 39, 16.863058766630147, 95, 'High Risk'),
(54603, 92, 16, '51:45.9', 36.29458549035288, 95.24982536736248, 128, 72, 51, 'Male', 91.6453407, 1.512689851084911, 0.11382416389260178, 56, 40.05074544489808, 90.66666666666666, 'High Risk'),
(54604, 77, 14, '50:45.9', 37.19223303411416, 98.75431434958742, 134, 71, 37, 'Female', 70.84452722735406, 1.5528697963885034, 0.13432072739083695, 63, 29.378946649641787, 92, 'Low Risk'),
(54605, 91, 14, '49:45.9', 36.796652015892676, 97.63392073066672, 111, 82, 61, 'Female', 75.08393976, 1.7245646784685245, 0.1387038465754296, 29, 25.245738466883186, 91.66666666666667, 'High Risk'),
(54606, 94, 17, '48:45.9', 37.37577449802442, 96.62689884846657, 132, 70, 57, 'Female', 64.49764025062989, 1.8289141906156308, 0.14496334090910185, 62, 19.282225890622747, 90.66666666666666, 'High Risk'),
(54607, 94, 17, '47:45.9', 36.341647924853824, 98.27305276533089, 138, 81, 63, 'Female', 76.15673766511136, 1.9688714339976268, 0.09111353, 57, 19.645976309547255, 100, 'High Risk'),
(54608, 99, 15, '46:45.9', 37.15415991953175, 95.87837052800668, 138, 81, 37, 'Male', 58.383461918786885, 1.7459769834649779, 0.095508607, 57, 19.15194187002561, 100, 'High Risk'),
(54609, 70, 12, '45:45.9', 36.148857527699924, 97.16404274240809, 123, 74, 33, 'Male', 92.28625164, 1.6767141801864907, 0.14031789483257678, 49, 32.82607310040238, 90.33333333333333, 'High Risk'),
(54610, 89, 16, '44:45.9', 37.13569559795737, 98.73385581899895, 133, 75, 61, 'Male', 97.94829005307439, 1.7917412346389723, 0.12429723665895637, 58, 30.510286201583977, 94.33333333333333, 'High Risk'),
(54611, 82, 19, '43:45.9', 36.79050334476119, 98.18127464692985, 132, 72, 73, 'Female', 86.61403842, 1.580341668889249, 0.082227044, 60, 34.68057629579654, 92, 'High Risk'),
(54612, 89, 12, '42:45.9', 36.77884534333926, 99.06210780081663, 129, 89, 36, 'Male', 75.48926119749157, 1.6590660440374518, 0.082376085, 40, 27.42570659387189, 102.33333333333333, 'Low Risk'),
(54613, 88, 18, '41:45.9', 36.46009873744193, 98.21808431812626, 138, 71, 19, 'Male', 73.57762126, 1.856431182470264, 0.081488036, 67, 21.34951599791889, 93.33333333333333, 'Low Risk'),
(54614, 64, 16, '40:45.9', 36.82826374049109, 95.15750865443582, 139, 70, 22, 'Male', 80.51841264, 1.9633862181841668, 0.12295375403293335, 69, 20.887368471933556, 93, 'Low Risk'),
(54615, 94, 19, '39:45.9', 36.31521929293036, 97.55562892042846, 122, 84, 30, 'Male', 63.31937258460406, 1.619680939, 0.089032406, 38, 24.136687100142492, 96.66666666666667, 'High Risk'),
(54616, 87, 16, '38:45.9', 37.00462668, 95.28375162096269, 139, 71, 72, 'Male', 63.23265072912716, 1.8173719017430034, 0.1146516317382258, 68, 19.144929419008008, 93.66666666666666, 'Low Risk'),
(54617, 74, 13, '37:45.9', 37.46755488609523, 96.26223671184981, 117, 89, 75, 'Female', 90.19969704769744, 1.8240418284147188, 0.10106970813961685, 28, 27.11037297140423, 98.33333333333333, 'Low Risk'),
(54618, 67, 13, '36:45.9', 36.56965672936784, 99.21791435074512, 130, 77, 65, 'Male', 81.36980731533916, 1.609632810402348, 0.061288515171085536, 53, 31.40578516526605, 94.66666666666666, 'High Risk'),
(54619, 64, 13, '35:45.9', 37.19882634, 99.53250135704393, 136, 73, 54, 'Female', 62.10683284287332, 1.6032295976483621, 0.056135902, 63, 24.162837826442182, 94, 'Low Risk'),
(54620, 97, 19, '34:45.9', 37.099033047942946, 98.82699193123774, 127, 86, 74, 'Female', 59.58438985789511, 1.9250923283970858, 0.093552418, 41, 16.07790173055602, 99.66666666666667, 'High Risk'),
(54621, 60, 18, '33:45.9', 36.313120906871404, 96.36836777790694, 116, 79, 50, 'Female', 70.20017309047209, 1.9513505425888849, 0.09018542, 37, 18.436038056797177, 91.33333333333333, 'High Risk'),
(54622, 94, 16, '32:45.9', 37.326569179167016, 99.19999196870242, 118, 72, 32, 'Male', 80.71065230407898, 1.8998825450117076, 0.083997142, 46, 22.36028588328171, 87.33333333333333, 'High Risk'),
(54623, 84, 12, '31:45.9', 37.25438341932037, 98.74107678547018, 110, 84, 24, 'Male', 60.805955523703446, 1.5536426115183517, 0.056225547, 26, 25.190910759572823, 92.66666666666667, 'Low Risk'),
(54624, 96, 17, '30:45.9', 36.01203597504246, 95.58149334013898, 130, 76, 66, 'Female', 89.73394391758008, 1.639113725, 0.097411087, 54, 33.39939363826546, 94, 'High Risk'),
(54625, 65, 19, '29:45.9', 36.939541997107995, 97.56893681547022, 128, 74, 50, 'Female', 56.260053770167396, 1.785870572877227, 0.10760203466352197, 54, 17.64006498160821, 92, 'High Risk'),
(54626, 84, 17, '28:45.9', 37.429348673769134, 98.46607002583578, 125, 79, 82, 'Male', 98.27791802682557, 1.708265719424201, 0.096599461, 46, 33.67790720859344, 94.33333333333333, 'High Risk'),
(54627, 85, 18, '27:45.9', 37.20694581949291, 97.20424547188752, 136, 79, 80, 'Male', 90.37705431491281, 1.560483566097215, 0.053299191, 57, 37.11417262934519, 98, 'High Risk'),
(54628, 76, 18, '26:45.9', 36.97119392349834, 96.75044826931067, 123, 84, 35, 'Male', 50.95907879682263, 1.9687578307833342, 0.097499728, 39, 13.147312062885355, 97, 'High Risk'),
(54629, 89, 18, '25:45.9', 36.46470357299981, 95.69986685801145, 138, 75, 69, 'Female', 86.69893982431017, 1.9539384936556612, 0.081185422, 63, 22.708686208720508, 96, 'Low Risk'),
(54630, 86, 16, '24:45.9', 36.006809883814725, 96.62733508119723, 126, 73, 86, 'Male', 97.26186932177552, 1.8779517412202142, 0.065453186, 53, 27.578697845373117, 90.66666666666666, 'Low Risk'),
(54631, 63, 16, '23:45.9', 36.03168095353111, 96.09640697080981, 115, 72, 36, 'Female', 73.09090749172225, 1.6015823598960652, 0.10750895297137383, 43, 28.49474668854597, 86.33333333333333, 'Low Risk'),
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(54808, 60, 15, '26:45.9', 36.99585555, 97.51605663, 124, 88, 63, 'Male', 57.80975139181615, 1.976827004408484, 0.11696446395045527, 36, 14.793255953740415, 100, 'High Risk'),
(54809, 91, 14, '25:45.9', 37.44188673625115, 95.29595557, 126, 70, 73, 'Male', 54.78384761736817, 1.6557816858055292, 0.060088169769616506, 56, 19.98234170768453, 88.66666666666666, 'High Risk'),
(54810, 87, 17, '24:45.9', 37.48587680491012, 99.76354863821211, 110, 88, 58, 'Female', 74.37872960344063, 1.8015402480263785, 0.10787349077970049, 22, 22.917161120901543, 95.33333333333333, 'Low Risk'),
(54811, 93, 15, '23:45.9', 36.25801724467236, 98.83671659709739, 121, 87, 73, 'Female', 65.10058247641823, 1.6313919028966417, 0.10647598602998942, 34, 24.460665544914598, 98.33333333333333, 'High Risk'),
(54812, 66, 14, '22:45.9', 36.09663800157692, 96.45407789062921, 117, 77, 78, 'Male', 86.12461107, 1.5890400449980717, 0.1427738871973251, 40, 34.10810489293967, 90.33333333333333, 'High Risk'),
(54813, 65, 19, '21:45.9', 37.21178374191813, 99.1059892, 117, 75, 84, 'Female', 95.31935411970012, 1.754255564606322, 0.13457281790126108, 42, 30.973862443668857, 89, 'High Risk'),
(54814, 92, 14, '20:45.9', 36.39892442620996, 97.91260356063079, 134, 84, 78, 'Male', 58.79443362697268, 1.9295217943391243, 0.099202059, 50, 15.791989056163665, 100.66666666666666, 'High Risk'),
(54815, 93, 18, '19:45.9', 37.16417784956476, 98.84073423210606, 138, 88, 77, 'Male', 88.92919706, 1.8006565685803357, 0.061756103, 50, 27.427270632559022, 104.66666666666666, 'High Risk'),
(54816, 72, 17, '18:45.9', 37.44633945992749, 99.22508625986912, 113, 80, 75, 'Female', 64.35762802431594, 1.7057545888153598, 0.086794911, 33, 22.11907354867794, 91, 'Low Risk'),
(54817, 95, 13, '17:45.9', 36.02558733558501, 98.14905696845683, 131, 80, 81, 'Male', 53.11314218, 1.6233312787740695, 0.053534202369204247, 51, 20.155226427217606, 97, 'High Risk'),
(54818, 69, 14, '16:45.9', 36.52588166118018, 96.02720409490912, 130, 84, 69, 'Male', 96.4829773, 1.9285062069938386, 0.090470315, 46, 25.942308203227764, 99.33333333333333, 'Low Risk'),
(54819, 72, 15, '15:45.9', 36.93956288718339, 99.41616491228615, 131, 76, 19, 'Female', 51.40095766468941, 1.8151681974139287, 0.061118888596740084, 55, 15.600462098992333, 94.33333333333333, 'High Risk'),
(54820, 68, 18, '14:45.9', 36.84026857945417, 99.49760217, 110, 82, 79, 'Male', 86.81077870075812, 1.6924764279292517, 0.064464801, 28, 30.305984336191717, 91.33333333333333, 'High Risk'),
(54821, 87, 19, '13:45.9', 36.908251234316644, 99.76012898998343, 123, 74, 57, 'Female', 55.83382578701946, 1.592546691789205, 0.12863358852893894, 49, 22.01471353691612, 90.33333333333333, 'Low Risk'),
(54822, 67, 16, '12:45.9', 37.20959022126193, 97.32626534, 121, 88, 18, 'Female', 91.35118133990163, 1.9489921984588536, 0.06020218, 33, 24.048830786170843, 99, 'Low Risk'),
(54823, 72, 15, '11:45.9', 37.16777469777214, 96.24217829560105, 131, 84, 74, 'Female', 79.62248873, 1.900294964039925, 0.088131417, 47, 22.049244492678405, 99.66666666666667, 'Low Risk'),
(54824, 85, 12, '10:45.9', 37.215871897147245, 97.89115719449164, 132, 87, 57, 'Male', 80.11003360894912, 1.7580958386880476, 0.088850034, 45, 25.918020078555926, 102, 'Low Risk'),
(54825, 73, 13, '09:45.9', 37.07429171570997, 96.26419309962915, 126, 73, 28, 'Male', 69.12375980474368, 1.6863600042208458, 0.12362703830205536, 53, 24.306742803881058, 90.66666666666666, 'Low Risk'),
(54826, 95, 17, '08:45.9', 36.30098294685653, 99.48057839142466, 114, 83, 68, 'Female', 90.26089979962939, 1.5535636017675223, 0.10551063474470657, 31, 37.397414963009226, 93.33333333333333, 'High Risk'),
(54827, 81, 13, '07:45.9', 36.739047830607326, 95.52331295307751, 126, 77, 73, 'Male', 86.29903192238513, 1.9451846457532718, 0.068576518, 49, 22.807845284811965, 93.33333333333333, 'Low Risk'),
(54828, 60, 16, '06:45.9', 36.140773165055045, 95.47423678544583, 120, 78, 87, 'Male', 71.9878085, 1.9331810136579852, 0.11880110621119944, 42, 19.262555826954934, 92, 'Low Risk'),
(54829, 63, 18, '05:45.9', 36.73276389702974, 96.76309519686838, 135, 71, 22, 'Male', 85.27399575, 1.7691771017237636, 0.061894384973626274, 64, 27.244195882007926, 92.33333333333333, 'Low Risk'),
(54830, 60, 16, '04:45.9', 36.112990241102615, 98.40472000050579, 116, 75, 64, 'Female', 57.54364530933693, 1.9280703893159719, 0.074237755, 41, 15.479310095944648, 88.66666666666667, 'High Risk'),
(54831, 87, 13, '03:45.9', 37.20700881679586, 98.96392872169086, 122, 86, 76, 'Female', 80.24144663, 1.5084623966569903, 0.1212110629108642, 36, 35.263853844432944, 98, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(54833, 94, 12, '01:45.9', 37.38988271789981, 96.62107605261393, 135, 72, 19, 'Female', 52.11477744029012, 1.9602059378729757, 0.10767237069987423, 63, 13.563053865820462, 93, 'High Risk'),
(54834, 75, 18, '00:45.9', 36.77697190103577, 95.09295346747832, 126, 87, 73, 'Male', 70.18273351291485, 1.7803824904473307, 0.14687788917364586, 39, 22.141327225524034, 100, 'Low Risk'),
(54835, 83, 16, '59:45.9', 37.07203294983698, 95.97182174410779, 113, 77, 65, 'Female', 99.90510341760634, 1.6269404728797223, 0.11748503237575686, 36, 37.74368921333995, 89, 'High Risk'),
(54836, 86, 12, '58:45.9', 36.354452123966134, 95.88280185230519, 112, 81, 62, 'Female', 76.17510025316447, 1.993558232190816, 0.084912592, 31, 19.167045881730257, 91.33333333333333, 'Low Risk'),
(54837, 85, 16, '57:45.9', 36.20661235387562, 96.47173185, 118, 87, 22, 'Male', 56.457685425585005, 1.9351367359127658, 0.11690033724514018, 31, 15.076473010275812, 97.33333333333333, 'High Risk'),
(54838, 98, 16, '56:45.9', 36.676348447616554, 97.77995445663035, 133, 73, 79, 'Male', 89.12066824778103, 1.71013425, 0.12308040170866828, 60, 30.473197359426766, 93, 'High Risk'),
(54839, 74, 19, '55:45.9', 36.97357692155402, 97.23579923989551, 129, 82, 25, 'Female', 75.51058842338927, 1.717029877040959, 0.084880719, 47, 25.612510549834376, 97.66666666666667, 'Low Risk'),
(54840, 97, 12, '54:45.9', 37.32148307964343, 99.71714694740146, 115, 72, 82, 'Male', 92.69042891, 1.9861019874946257, 0.083013463, 43, 23.49804871341942, 86.33333333333333, 'High Risk'),
(54841, 81, 16, '53:45.9', 36.308711176389394, 97.6308041, 127, 76, 79, 'Male', 77.82611983003441, 1.556184057590758, 0.1295028084419594, 51, 32.13686102637871, 93, 'High Risk'),
(54842, 65, 14, '52:45.9', 36.795582623081444, 99.00956825769929, 128, 83, 76, 'Male', 98.90131025651459, 1.6191605973855168, 0.12554228113790822, 45, 37.72438704128858, 98, 'High Risk'),
(54843, 86, 12, '51:45.9', 37.472407849483155, 99.28397753511707, 126, 74, 48, 'Female', 58.37563292609879, 1.762265722771367, 0.073352545, 52, 18.79701181345005, 91.33333333333333, 'Low Risk'),
(54844, 97, 14, '50:45.9', 36.983899999386516, 97.31769475994648, 116, 80, 55, 'Female', 84.63843569980786, 1.615142862932046, 0.11662732680553457, 36, 32.44484791423376, 92, 'High Risk'),
(54845, 77, 14, '49:45.9', 36.73754183334852, 98.79750873323079, 119, 70, 53, 'Male', 56.27069445545203, 1.6154940653244523, 0.10143154772868368, 49, 21.56113114127094, 86.33333333333333, 'Low Risk'),
(54846, 71, 12, '48:45.9', 37.47781097747504, 98.60944415, 113, 72, 42, 'Male', 63.37353975, 1.9617344181360674, 0.058457903, 41, 16.467495064999024, 85.66666666666667, 'High Risk'),
(54847, 75, 19, '47:45.9', 37.377839989125405, 95.60255653582352, 131, 80, 29, 'Male', 97.51147871835954, 1.992828632567968, 0.094422062, 51, 24.553637144094438, 97, 'Low Risk'),
(54848, 99, 16, '46:45.9', 36.84260041232721, 99.51929657272538, 132, 76, 27, 'Female', 93.46044892291255, 1.5904500953314162, 0.091978526, 56, 36.947730720429156, 94.66666666666666, 'High Risk'),
(54849, 92, 14, '45:45.9', 36.53381298286887, 97.01447445, 123, 88, 71, 'Male', 86.74798762174706, 1.7132527042181667, 0.13704025945301834, 35, 29.554019589552606, 99.66666666666667, 'High Risk'),
(54850, 72, 13, '44:45.9', 37.09899509, 95.37523789507556, 119, 82, 88, 'Male', 50.46373801509149, 1.9325137182848953, 0.06493582, 37, 13.512454542995297, 94.33333333333333, 'High Risk'),
(54851, 84, 14, '43:45.9', 36.696520474258485, 95.79153914371244, 130, 84, 79, 'Male', 96.10558372042848, 1.519958141641479, 0.057270615516469406, 46, 41.59923698316313, 99.33333333333333, 'High Risk'),
(54852, 73, 17, '42:45.9', 37.361584344189616, 98.60987130070289, 116, 74, 62, 'Female', 52.62078912316976, 1.9137390644542471, 0.096062921, 42, 14.367854209042811, 88, 'High Risk'),
(54853, 79, 16, '41:45.9', 36.93040290509163, 99.46363018733011, 116, 70, 36, 'Male', 59.20666952938569, 1.7082828188298467, 0.056735623, 46, 20.28855357275904, 85.33333333333333, 'Low Risk'),
(54854, 72, 18, '40:45.9', 36.768432511034476, 97.76767156252471, 125, 76, 75, 'Female', 85.16528152308507, 1.6428490184014986, 0.057896716, 49, 31.554934363418592, 92.33333333333333, 'High Risk'),
(54855, 83, 17, '39:45.9', 37.44612663378508, 98.20394288591432, 133, 87, 35, 'Male', 79.72715054445739, 1.5035393145734923, 0.12877083335623776, 46, 35.267661648366456, 102.33333333333333, 'High Risk'),
(54856, 79, 17, '38:45.9', 36.61864016311358, 95.22140842327786, 117, 70, 53, 'Male', 87.83054225856739, 1.8461194721089527, 0.14589443030958332, 47, 25.770684726354588, 85.66666666666667, 'Low Risk'),
(54857, 80, 13, '37:45.9', 37.10083475442139, 96.50732010519904, 116, 88, 26, 'Male', 75.79840678923975, 1.517846279822224, 0.052005858, 28, 32.90065136826066, 97.33333333333333, 'High Risk'),
(54858, 89, 12, '36:45.9', 36.21309373142155, 99.33092702, 139, 80, 20, 'Male', 56.40077786, 1.8695716739111703, 0.062179609581001084, 59, 16.136184648356974, 99.66666666666666, 'High Risk'),
(54859, 94, 17, '35:45.9', 36.90801919640988, 96.37490237071104, 138, 75, 86, 'Male', 90.00020704901432, 1.5585924144428585, 0.1127097521390424, 63, 37.049162238869194, 96, 'High Risk'),
(54860, 64, 12, '34:45.9', 36.457873371613005, 98.90874903131535, 116, 79, 54, 'Male', 88.03748934944845, 1.5396351701343325, 0.1400606497428706, 37, 37.139153643656385, 91.33333333333333, 'High Risk'),
(54861, 74, 19, '33:45.9', 37.19595549643569, 98.02596960673432, 130, 73, 23, 'Male', 79.06737348374952, 1.8983655763986347, 0.099147549, 57, 21.940049958221422, 92, 'Low Risk'),
(54862, 95, 13, '32:45.9', 36.184514777193584, 99.49006179211545, 115, 78, 75, 'Male', 95.07102471731312, 1.7584892187712224, 0.14318755404133438, 37, 30.744593476430783, 90.33333333333333, 'High Risk'),
(54863, 74, 14, '31:45.9', 36.36566153709693, 98.12789524122309, 129, 71, 18, 'Female', 93.86203093857523, 1.9072249578577538, 0.07174292, 58, 25.803944819798218, 90.33333333333333, 'Low Risk'),
(54864, 98, 13, '30:45.9', 36.96400976128973, 97.08882406965199, 122, 77, 39, 'Female', 59.57531768711305, 1.510771398566562, 0.094152345, 45, 26.101703876119654, 92, 'High Risk'),
(54865, 96, 14, '29:45.9', 36.78890675092939, 99.14321064151528, 131, 82, 20, 'Female', 75.32887573, 1.5323641502572545, 0.078068116, 49, 32.08023341360201, 98.33333333333333, 'High Risk'),
(54866, 89, 18, '28:45.9', 37.47366854, 97.31095235627707, 117, 87, 77, 'Male', 50.96121598251036, 1.6342735100176828, 0.051730853, 30, 19.08052409710444, 97, 'Low Risk'),
(54867, 92, 15, '27:45.9', 37.30634055375626, 98.37375544, 122, 70, 38, 'Female', 79.52524993677267, 1.7308549684765984, 0.090507937, 52, 26.545058365543365, 87.33333333333333, 'High Risk'),
(54868, 92, 16, '26:45.9', 37.01329867474836, 95.73233395082823, 117, 89, 54, 'Male', 96.85351772942002, 1.7773190569327455, 0.13115182568357003, 28, 30.660879185141756, 98.33333333333333, 'High Risk'),
(54869, 97, 17, '25:45.9', 37.016954374008655, 97.30217672253795, 137, 79, 28, 'Female', 64.04421763462572, 1.9601151115184408, 0.10701997135261919, 58, 16.669277284603854, 98.33333333333333, 'High Risk'),
(54870, 75, 13, '24:45.9', 36.86050325071896, 98.11510799, 123, 71, 43, 'Male', 97.07366756739657, 1.7677427938115224, 0.089114516, 52, 31.064422698498277, 88.33333333333333, 'High Risk'),
(54871, 79, 18, '23:45.9', 36.90221714747819, 95.29662459, 135, 84, 18, 'Male', 87.50230228240717, 1.6716465859286729, 0.089487249, 51, 31.31342327629982, 101, 'High Risk'),
(54872, 96, 12, '22:45.9', 36.43820637617233, 98.60280361248229, 119, 77, 20, 'Male', 72.06511841484001, 1.670281444, 0.13118539801096918, 42, 25.831271978380816, 91, 'High Risk'),
(54873, 85, 12, '21:45.9', 36.74461063700988, 98.13927479, 126, 87, 50, 'Female', 78.42079522120467, 1.9256997660161976, 0.065192195, 39, 21.14725911362042, 100, 'Low Risk'),
(54874, 99, 12, '20:45.9', 36.35818678557994, 99.32677495, 113, 73, 76, 'Male', 82.06230873567625, 1.5141308825330426, 0.061209707, 40, 35.794549114499915, 86.33333333333333, 'High Risk'),
(54875, 89, 15, '19:45.9', 36.646081249749855, 96.23810625361939, 136, 86, 36, 'Female', 96.65382336433481, 1.5707500178614322, 0.14044244811383477, 50, 39.17462894206371, 102.66666666666666, 'High Risk'),
(54876, 90, 16, '18:45.9', 36.367231109353064, 95.15269372590708, 135, 79, 47, 'Male', 52.92211247, 1.968089257353532, 0.068779796, 56, 13.663047866089899, 97.66666666666666, 'High Risk'),
(54877, 65, 18, '17:45.9', 37.11891896653244, 99.34394329723843, 122, 83, 71, 'Female', 99.33486543250712, 1.5061524502162755, 0.064089667, 39, 43.78888052676181, 96, 'High Risk'),
(54878, 64, 15, '16:45.9', 36.938934006016126, 95.76599653593706, 128, 75, 63, 'Male', 89.14897391114711, 1.784655528669996, 0.13701216658905332, 53, 27.9902995, 92.66666666666666, 'Low Risk'),
(54879, 86, 12, '15:45.9', 37.13748269966917, 95.21662275419344, 136, 76, 82, 'Male', 51.90655529315462, 1.979918300141593, 0.0826032, 60, 13.241209864416055, 96, 'High Risk'),
(54880, 71, 15, '14:45.9', 37.43402710854325, 99.51858194839157, 113, 74, 45, 'Male', 80.60366337006657, 1.5357083366984488, 0.090484616, 39, 34.17726429332628, 87, 'High Risk'),
(54881, 93, 16, '13:45.9', 37.43522953561259, 95.54836077801285, 119, 83, 56, 'Female', 66.88727356, 1.9416990556145197, 0.099665589, 36, 17.741063688656144, 95, 'High Risk'),
(54882, 83, 12, '12:45.9', 36.14501826398761, 97.71171531976675, 112, 75, 76, 'Female', 89.49016526, 1.977852924050719, 0.12945029322302892, 37, 22.87638108750572, 87.33333333333333, 'Low Risk'),
(54883, 93, 14, '11:45.9', 36.48713115249549, 96.86907865758076, 117, 79, 62, 'Female', 60.62117063053274, 1.8791068018572301, 0.12108479777214694, 38, 17.168066602016065, 91.66666666666667, 'High Risk'),
(54884, 91, 14, '10:45.9', 36.97382304987229, 96.75291164618783, 132, 77, 64, 'Male', 96.91033484685644, 1.7339426007847265, 0.14811900469594724, 55, 32.23299498065886, 95.33333333333333, 'High Risk'),
(54885, 78, 16, '09:45.9', 36.67159746343338, 99.06980993, 111, 85, 19, 'Female', 83.76572405349762, 1.956475342081799, 0.055950166, 26, 21.883540610367806, 93.66666666666667, 'Low Risk'),
(54886, 73, 12, '08:45.9', 37.019949742659705, 98.82799861100685, 137, 88, 69, 'Female', 58.37699219, 1.9869293168642166, 0.094228073, 49, 14.786891258586728, 104.33333333333333, 'High Risk'),
(54887, 78, 15, '07:45.9', 37.20931858465048, 99.40875538668932, 123, 83, 44, 'Male', 71.99628421356203, 1.5473041120402151, 0.1407741117571251, 40, 30.071751460175516, 96.33333333333333, 'High Risk'),
(54888, 75, 12, '06:45.9', 36.87551944281675, 95.36407449516399, 126, 71, 20, 'Female', 76.92626384035385, 1.5178631175182395, 0.14877340553921653, 55, 33.38946217964715, 89.33333333333333, 'High Risk'),
(54889, 85, 15, '05:45.9', 36.69851180424439, 96.05656786069055, 126, 74, 62, 'Male', 56.06629825, 1.6100501974539576, 0.10727265418801574, 52, 21.62833312236849, 91.33333333333333, 'Low Risk'),
(54890, 80, 12, '04:45.9', 36.339499742209036, 95.82349981196683, 113, 84, 50, 'Male', 77.39912289004576, 1.869140042590414, 0.14601226617711954, 29, 22.154010448367785, 93.66666666666667, 'Low Risk'),
(54891, 83, 18, '03:45.9', 36.04249898397828, 98.69295949440135, 126, 80, 82, 'Male', 58.55136957540698, 1.6719902288923703, 0.1184353629275426, 46, 20.944480268017475, 95.33333333333333, 'Low Risk'),
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(55069, 76, 16, '05:45.9', 36.88299058, 95.32837666196667, 135, 86, 76, 'Male', 90.43515711773873, 1.834685949276558, 0.075964686, 49, 26.866669165712292, 102.33333333333333, 'Low Risk'),
(55070, 86, 18, '04:45.9', 37.32779471668541, 95.53122083058297, 112, 85, 42, 'Female', 56.027879787075285, 1.7357151176102767, 0.1241090495912311, 27, 18.59718862613377, 94, 'Low Risk'),
(55071, 75, 18, '03:45.9', 36.77023637338111, 97.05954417746213, 121, 73, 28, 'Female', 51.82080897680035, 1.8731632296857943, 0.094317735, 48, 14.76906291520943, 89, 'High Risk'),
(55072, 85, 15, '02:45.9', 37.130640838543336, 99.55523108, 125, 73, 35, 'Male', 81.63249032549221, 1.9470501154189626, 0.070800547, 52, 21.53321047760867, 90.33333333333333, 'Low Risk'),
(55073, 84, 13, '01:45.9', 36.61691256544601, 97.38908653925665, 115, 75, 68, 'Male', 62.889878437392056, 1.5223223382850903, 0.10199969283618547, 40, 27.137354933788373, 88.33333333333333, 'Low Risk'),
(55074, 78, 15, '00:45.9', 37.387896681697335, 96.18374513288614, 112, 79, 38, 'Female', 86.79483933014005, 1.9564772670082853, 0.1005126659922102, 33, 22.674843143998213, 90, 'Low Risk'),
(55075, 80, 17, '59:45.9', 36.41385356156079, 98.66158248128932, 136, 81, 67, 'Male', 75.46108683163146, 1.6899450434039067, 0.079744592, 55, 26.42274250317085, 99.33333333333333, 'Low Risk'),
(55076, 94, 17, '58:45.9', 36.88009952492682, 99.91901772, 139, 84, 20, 'Male', 83.54875840696477, 1.8050998857563392, 0.06760958, 55, 25.64115139398849, 102.33333333333333, 'High Risk'),
(55077, 61, 19, '57:45.9', 37.13244187568149, 95.71317943, 128, 71, 66, 'Female', 85.59972530289329, 1.655959663853923, 0.053861893, 57, 31.215684532787794, 90, 'High Risk'),
(55078, 99, 12, '56:45.9', 37.47734011895531, 99.59959389108883, 137, 79, 40, 'Female', 81.12561601108763, 1.5226743083868652, 0.11003045273409931, 58, 34.99000200636526, 98.33333333333333, 'High Risk'),
(55079, 73, 19, '55:45.9', 36.63662248870313, 95.97755900833953, 114, 86, 57, 'Male', 84.03333625787776, 1.664694872969361, 0.076603942, 28, 30.323709127914928, 95.33333333333333, 'High Risk'),
(55080, 93, 14, '54:45.9', 36.72002381, 97.19822995823243, 127, 81, 67, 'Female', 84.40860313, 1.8975422607127006, 0.11438877750745201, 46, 23.442493231064244, 96.33333333333333, 'High Risk'),
(55081, 97, 16, '53:45.9', 36.47390988770762, 99.50235768313301, 111, 74, 70, 'Female', 61.13095944, 1.717897764277156, 0.11731705254239656, 37, 20.714124542257895, 86.33333333333333, 'High Risk'),
(55082, 93, 17, '52:45.9', 37.02727088945415, 95.93176230273953, 113, 84, 43, 'Female', 58.49342914276091, 1.6897024037123047, 0.12237156357921146, 29, 20.487390179332035, 93.66666666666667, 'High Risk'),
(55083, 97, 18, '51:45.9', 37.21549347897745, 96.31568716, 119, 74, 42, 'Male', 74.13664260628329, 1.6842656418784998, 0.12637024901220176, 45, 26.134351967030206, 89, 'High Risk'),
(55084, 80, 13, '50:45.9', 36.12727387219921, 95.18071994030674, 128, 88, 74, 'Male', 93.26383857819795, 1.650135187363943, 0.1061076508027986, 40, 34.25107728919379, 101.33333333333333, 'High Risk'),
(55085, 62, 15, '49:45.9', 37.493340480697384, 99.55114615430182, 136, 79, 77, 'Female', 68.06253483, 1.543590361744154, 0.10693265851380102, 57, 28.56564291808445, 98, 'Low Risk'),
(55086, 81, 13, '48:45.9', 36.66964598839629, 97.85456323910857, 128, 84, 64, 'Male', 90.49876762, 1.7422711787813894, 0.14274516411831067, 44, 29.813376202664312, 98.66666666666667, 'Low Risk'),
(55087, 85, 19, '47:45.9', 36.359442488161164, 99.60140263940671, 115, 86, 34, 'Male', 85.05967069179962, 1.880387044103559, 0.13888240736358531, 29, 24.056320242793955, 95.66666666666667, 'Low Risk'),
(55088, 91, 16, '46:45.9', 37.313335896650734, 99.89176197, 117, 85, 43, 'Female', 98.24133189905761, 1.8433576299653007, 0.11378594138694272, 32, 28.911793941352112, 95.66666666666667, 'High Risk'),
(55089, 66, 13, '45:45.9', 36.48134995762174, 96.22846860495711, 133, 81, 18, 'Female', 78.21593237669276, 1.630400321, 0.067135233, 52, 29.424339468389977, 98.33333333333333, 'Low Risk'),
(55090, 88, 17, '44:45.9', 37.17721599019607, 96.45641071, 116, 70, 52, 'Male', 76.61801421737728, 1.5318910623060615, 0.076929584, 46, 32.64939417365306, 85.33333333333333, 'High Risk'),
(55091, 96, 18, '43:45.9', 36.085289926133505, 96.45601865569162, 134, 74, 69, 'Male', 55.48534270695808, 1.876406385328042, 0.10686564887570035, 60, 15.758848068141551, 94, 'High Risk'),
(55092, 95, 17, '42:45.9', 36.55640511005036, 99.96157472917261, 120, 80, 25, 'Male', 77.9561378, 1.8219577518285972, 0.08684547, 40, 23.484088603787388, 93.33333333333333, 'High Risk'),
(55093, 64, 15, '41:45.9', 36.348687345451935, 97.3545805, 116, 78, 64, 'Male', 70.44905055989324, 1.739371626953327, 0.073454761, 38, 23.28575809956989, 90.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(55095, 91, 18, '39:45.9', 37.310480671636014, 96.73503453485371, 113, 74, 22, 'Male', 99.74141064473187, 1.8463664763038155, 0.079687584, 39, 29.257667070547733, 87, 'High Risk'),
(55096, 96, 16, '38:45.9', 37.436220342087914, 97.33416335615308, 129, 84, 72, 'Male', 97.31467142365955, 1.9115589267204978, 0.072518542, 45, 26.63194835222228, 99, 'High Risk'),
(55097, 68, 12, '37:45.9', 36.93612160322142, 95.01460452458419, 133, 79, 67, 'Female', 52.569388891731776, 1.7069838598544234, 0.11056976070072316, 54, 18.041560499992794, 97, 'High Risk'),
(55098, 98, 19, '36:45.9', 36.141188740688854, 97.48610169215716, 137, 74, 23, 'Female', 74.19843486831819, 1.7183129890117659, 0.074259258, 63, 25.129867481008294, 95, 'High Risk'),
(55099, 71, 14, '35:45.9', 36.28180858245624, 95.48811145449395, 117, 76, 78, 'Male', 61.73369843525629, 1.963963338502555, 0.13194351904393875, 41, 16.00499501071457, 89.66666666666667, 'High Risk'),
(55100, 85, 13, '34:45.9', 37.17890568190022, 96.7639618, 120, 74, 39, 'Female', 71.70696789494264, 1.8002947774973006, 0.058082026, 46, 22.12453316055803, 89.33333333333333, 'Low Risk'),
(55101, 96, 14, '33:45.9', 36.595718281531845, 99.10549410274895, 127, 89, 38, 'Male', 60.876071674834705, 1.9574509748238311, 0.094383872, 38, 15.887839069691179, 101.66666666666667, 'High Risk'),
(55102, 62, 17, '32:45.9', 36.76730861989041, 96.27733636845794, 136, 82, 45, 'Male', 82.85221461909052, 1.9027769595709128, 0.094801755, 54, 22.883811069650385, 100, 'Low Risk'),
(55103, 71, 17, '31:45.9', 36.48513729300092, 96.78797607327972, 137, 74, 61, 'Female', 55.363897284051234, 1.9550128121457535, 0.067341864, 63, 14.485298142625103, 95, 'High Risk'),
(55104, 96, 19, '30:45.9', 36.70099148931076, 97.95460518528229, 128, 82, 32, 'Female', 81.49508614101595, 1.5379063584663586, 0.066763058, 46, 34.456537862158456, 97.33333333333333, 'High Risk'),
(55105, 99, 12, '29:45.9', 37.17060513785886, 99.42537460419358, 120, 70, 22, 'Female', 65.11231611046716, 1.888071656973209, 0.088554016, 50, 18.265274284305754, 86.66666666666666, 'High Risk'),
(55106, 81, 17, '28:45.9', 37.40011851266829, 96.81320075543358, 138, 70, 79, 'Female', 99.26601485757098, 1.6728467464087997, 0.1484166637119801, 68, 35.47221229856563, 92.66666666666666, 'High Risk'),
(55107, 81, 12, '27:45.9', 37.23372141713992, 96.53750237069167, 114, 82, 71, 'Female', 89.97615011446757, 1.643974964693015, 0.1381036342084293, 32, 33.29177934607198, 92.66666666666667, 'High Risk'),
(55108, 86, 17, '26:45.9', 36.21180530281114, 97.39490212228085, 110, 87, 74, 'Male', 92.13385278219624, 1.9301998415843267, 0.09076346, 23, 24.729462742900413, 94.66666666666667, 'Low Risk'),
(55109, 90, 19, '25:45.9', 37.196123387702656, 96.76083606628208, 133, 78, 80, 'Male', 95.37288061274316, 1.7493059060192235, 0.072751674, 55, 31.16688333, 96.33333333333333, 'High Risk'),
(55110, 81, 18, '24:45.9', 37.10164784512044, 98.52622813630657, 136, 85, 66, 'Female', 66.46098986370006, 1.7137175792534627, 0.051589480099594465, 51, 22.630195295356472, 102, 'Low Risk'),
(55111, 92, 14, '23:45.9', 36.842908567281306, 99.69410655967495, 125, 81, 49, 'Male', 52.45547243183267, 1.606958924508928, 0.090993066, 44, 20.31333594416814, 95.66666666666667, 'High Risk'),
(55112, 86, 14, '22:45.9', 37.39968827606819, 97.33385349736349, 124, 79, 72, 'Male', 82.39022809200137, 1.8500325142102114, 0.11032806750035555, 45, 24.072266504262753, 94, 'Low Risk'),
(55113, 63, 15, '21:45.9', 36.59768881481054, 99.37194754426933, 135, 77, 72, 'Male', 59.084845707693916, 1.7848083427426342, 0.13833089210575944, 58, 18.547822501828694, 96.33333333333333, 'Low Risk'),
(55114, 98, 15, '20:45.9', 37.025941490718054, 96.25980477021568, 110, 77, 27, 'Male', 52.975088123312666, 1.799172435358418, 0.050193112924494736, 33, 16.365380614969094, 88, 'High Risk'),
(55115, 85, 16, '19:45.9', 36.98240601408946, 95.27119587183947, 112, 74, 77, 'Male', 61.28303210756648, 1.7590789742148065, 0.051907147, 38, 19.804759346072114, 86.66666666666667, 'Low Risk'),
(55116, 88, 18, '18:45.9', 36.300597378443484, 97.09862861, 118, 78, 79, 'Male', 92.71607323, 1.5367206690319017, 0.13201384151623635, 40, 39.2613442, 91.33333333333333, 'High Risk'),
(55117, 96, 13, '17:45.9', 37.14242755501873, 95.10772979562805, 131, 74, 32, 'Male', 86.34731145720147, 1.6983940763058871, 0.1465928264511165, 57, 29.93449162223831, 93, 'High Risk'),
(55118, 96, 16, '16:45.9', 37.27253903843096, 95.32494085027344, 136, 77, 73, 'Female', 70.46525297212406, 1.5803948813048323, 0.1484623854249426, 59, 28.212643860251248, 96.66666666666666, 'High Risk'),
(55119, 93, 18, '15:45.9', 37.03858355, 98.20095624467038, 134, 71, 27, 'Female', 80.26387313129834, 1.524246291, 0.09689901, 63, 34.54695853298521, 92, 'High Risk'),
(55120, 91, 13, '14:45.9', 37.05123451205011, 96.59860482533759, 128, 84, 46, 'Female', 62.235338733860004, 1.6794159500756576, 0.050022398, 44, 22.065842328085093, 98.66666666666667, 'High Risk'),
(55121, 91, 14, '13:45.9', 36.95746410947327, 96.48546225061654, 125, 72, 74, 'Female', 65.94909669735237, 1.8630237006935344, 0.1326539637187803, 53, 19.00080897009912, 89.66666666666666, 'High Risk'),
(55122, 84, 12, '12:45.9', 36.712533974652565, 98.91352303059044, 135, 83, 75, 'Female', 93.48012217692302, 1.8132053124730885, 0.073693503, 52, 28.433171573381095, 100.33333333333333, 'Low Risk'),
(55123, 81, 18, '11:45.9', 36.78980399052118, 97.98870779340707, 139, 88, 88, 'Female', 96.65525872082159, 1.8845912054864353, 0.10533853826091154, 51, 27.21392398641995, 105, 'Low Risk'),
(55124, 78, 12, '10:45.9', 37.441305684993395, 95.79828145193599, 125, 84, 88, 'Male', 68.60758789105957, 1.7902441157712945, 0.093645794, 41, 21.406597375937736, 97.66666666666667, 'Low Risk'),
(55125, 90, 19, '09:45.9', 36.01359882755015, 98.11167958554428, 134, 70, 59, 'Male', 53.602573922409924, 1.7949235227567275, 0.14943242578709415, 64, 16.63771751162786, 91.33333333333333, 'High Risk'),
(55126, 61, 12, '08:45.9', 36.08906711, 99.48753472959324, 128, 75, 50, 'Male', 73.75622194016356, 1.9179123432786418, 0.10343192403105719, 53, 20.05123625420378, 92.66666666666666, 'Low Risk'),
(55127, 70, 12, '07:45.9', 36.20175163248383, 96.99427863783409, 134, 86, 27, 'Female', 83.31467063672747, 1.7078700079605835, 0.066823105, 48, 28.563528658747238, 102, 'Low Risk'),
(55128, 79, 17, '06:45.9', 36.69071186, 98.87160265662274, 116, 80, 33, 'Female', 93.86011540047204, 1.9902621838715278, 0.058082379031353416, 36, 23.69520669, 92, 'Low Risk'),
(55129, 86, 13, '05:45.9', 36.64151069399843, 99.32659392792145, 120, 85, 52, 'Male', 85.65905379567384, 1.8048721229716287, 0.07031684, 35, 26.29543735486986, 96.66666666666667, 'Low Risk'),
(55130, 99, 19, '04:45.9', 36.80401772508351, 95.88259615782974, 127, 70, 40, 'Female', 62.95793007789989, 1.6673951698770804, 0.084700271, 57, 22.645054107981895, 89, 'High Risk'),
(55131, 61, 18, '03:45.9', 36.644619006584506, 97.94224328921557, 136, 72, 80, 'Male', 73.05262993109197, 1.8276099029270931, 0.12235990604555318, 64, 21.871010552639497, 93.33333333333333, 'Low Risk'),
(55132, 64, 16, '02:45.9', 36.936410734978736, 98.09823816, 128, 71, 41, 'Female', 84.02240407525102, 1.9359420092617958, 0.11140212593951426, 57, 22.418699493754705, 90, 'Low Risk'),
(55133, 60, 19, '01:45.9', 36.40515284206388, 96.80505156173304, 129, 88, 74, 'Female', 85.59653030582075, 1.616579520275573, 0.10151016026978843, 41, 32.753824334206776, 101.66666666666667, 'High Risk'),
(55134, 99, 12, '00:45.9', 36.40430890810793, 96.66799012322662, 119, 85, 64, 'Female', 72.65677634371615, 1.7015396344415692, 0.063553099, 34, 25.095276532516152, 96.33333333333333, 'High Risk'),
(55135, 77, 14, '59:45.9', 36.30342024331278, 96.43589133832513, 115, 76, 72, 'Male', 52.91661763848039, 1.8921211470153483, 0.1325497892941212, 39, 14.780672616504086, 89, 'High Risk'),
(55136, 95, 12, '58:45.9', 36.84326237352292, 99.40920448915887, 110, 87, 65, 'Female', 85.44791406577305, 1.7023419547376268, 0.12555656201538912, 23, 29.48545678, 94.66666666666667, 'High Risk'),
(55137, 87, 12, '57:45.9', 36.62166459, 99.94597559, 113, 85, 68, 'Female', 99.81015830668684, 1.9238210970404341, 0.11612995527183276, 28, 26.967791290548437, 94.33333333333333, 'Low Risk'),
(55138, 98, 18, '56:45.9', 36.21038374, 97.33607654240578, 112, 70, 54, 'Female', 56.46918703865576, 1.7498127519177065, 0.11307333872846245, 42, 18.44286473818929, 84, 'High Risk'),
(55139, 89, 12, '55:45.9', 37.05881795163464, 95.93805839126965, 120, 84, 25, 'Female', 74.23204374848737, 1.7320205916624423, 0.067182801, 36, 24.744877932092663, 96, 'Low Risk'),
(55140, 89, 19, '54:45.9', 37.37221359531913, 97.43984176244662, 131, 89, 61, 'Male', 90.01301878409137, 1.900792998116489, 0.065470165, 42, 24.913553682257945, 103, 'Low Risk'),
(55141, 75, 19, '53:45.9', 36.74629770785586, 99.18931530638115, 138, 78, 53, 'Female', 77.18350520440119, 1.6160244210254002, 0.1112515409074182, 60, 29.554843144907753, 98, 'Low Risk'),
(55142, 96, 18, '52:45.9', 37.24501566671991, 96.37966151891777, 112, 82, 79, 'Male', 62.025383823412504, 1.9833861856955988, 0.13675975007702157, 30, 15.767211467473338, 92, 'High Risk'),
(55143, 87, 17, '51:45.9', 37.26355579082996, 99.82178778076883, 123, 78, 47, 'Female', 97.66002014809864, 1.70599393, 0.061727695719475256, 45, 33.55535564746171, 93, 'High Risk'),
(55144, 71, 15, '50:45.9', 36.47463991249328, 95.01813625652501, 133, 76, 27, 'Female', 97.33748836408358, 1.505860345959217, 0.063588958, 57, 42.92504326651052, 95, 'High Risk'),
(55145, 78, 16, '49:45.9', 36.90505806399902, 95.41794543338787, 126, 87, 30, 'Male', 79.06920621341405, 1.6296180064181023, 0.057634989776604875, 39, 29.773901645176803, 100, 'Low Risk'),
(55146, 69, 12, '48:45.9', 36.21961353970949, 98.76724705, 119, 75, 41, 'Male', 93.29292684725766, 1.9442879708435261, 0.062611053, 44, 24.67899896624499, 89.66666666666667, 'Low Risk'),
(55147, 79, 16, '47:45.9', 36.692766709600924, 95.84842596373744, 122, 82, 30, 'Female', 71.57702997944345, 1.7267098928427647, 0.10783452141119754, 40, 24.00683565236482, 95.33333333333333, 'Low Risk'),
(55148, 60, 17, '46:45.9', 36.972011920575945, 98.60391825702806, 127, 78, 29, 'Male', 72.85574921817431, 1.8672770026874022, 0.068676157, 49, 20.895190343634237, 94.33333333333333, 'Low Risk'),
(55149, 98, 13, '45:45.9', 36.65791312741493, 96.72089433611096, 128, 87, 48, 'Male', 79.2323931, 1.8236584448257058, 0.093079778, 41, 23.82405973, 100.66666666666667, 'High Risk'),
(55150, 75, 17, '44:45.9', 36.904458930819416, 99.35307162927538, 132, 77, 29, 'Male', 57.48181647783392, 1.9171022469176782, 0.12860255231800435, 55, 15.640114615641993, 95.33333333333333, 'High Risk'),
(55151, 85, 12, '43:45.9', 36.71413963018774, 95.31378125894183, 117, 75, 23, 'Male', 88.96656637, 1.5543429344157176, 0.11648370472324367, 42, 36.82418491775287, 89, 'High Risk'),
(55152, 68, 16, '42:45.9', 37.278107953553075, 95.59322341041319, 132, 84, 58, 'Male', 67.52575906642414, 1.861767307751045, 0.14018866222568538, 48, 19.48133322845446, 100, 'Low Risk'),
(55153, 91, 12, '41:45.9', 37.12876778746183, 98.15266439071505, 110, 80, 62, 'Male', 78.14919528203207, 1.8715634674370534, 0.13638233319211857, 30, 22.31081277912333, 90, 'High Risk'),
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(55348, 76, 18, '26:45.9', 36.54666130992438, 96.15605609, 134, 81, 74, 'Male', 74.93789334428571, 1.7487541931808424, 0.086642892, 53, 24.504392620607675, 98.66666666666666, 'Low Risk'),
(55349, 77, 18, '25:45.9', 36.036319754398676, 97.88155781250293, 129, 73, 68, 'Female', 79.44912135, 1.650749410314795, 0.069180111, 56, 29.15592315986214, 91.66666666666666, 'Low Risk'),
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(55352, 89, 17, '22:45.9', 37.37762698357574, 96.05829954123335, 121, 89, 46, 'Female', 64.90141454, 1.7238857048542826, 0.10781062514238347, 32, 21.839225155528254, 99.66666666666667, 'Low Risk'),
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INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(55358, 80, 19, '16:45.9', 36.46767466508939, 99.25365570805324, 125, 87, 22, 'Female', 91.08842342389562, 1.6916264177882467, 0.13018656348572694, 38, 31.831292080597052, 99.66666666666667, 'High Risk'),
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(55360, 97, 13, '14:45.9', 36.09319273159236, 98.69123691758011, 139, 84, 43, 'Male', 92.18525346469437, 1.9972202966018446, 0.090065459, 55, 23.11050908452175, 102.33333333333333, 'High Risk'),
(55361, 99, 19, '13:45.9', 36.48148836101532, 96.37756713756409, 110, 80, 48, 'Male', 68.00660331803712, 1.8333275202926278, 0.075631999, 30, 20.233497892728174, 90, 'High Risk'),
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(55364, 86, 16, '10:45.9', 36.87334696931457, 97.92846908126927, 113, 74, 65, 'Male', 52.511662054907866, 1.6900612106970774, 0.14630533862710776, 39, 18.38446076303333, 87, 'High Risk'),
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(55366, 60, 19, '08:45.9', 36.029828298848145, 96.62525676164921, 136, 84, 35, 'Female', 67.15252688248634, 1.6171581404758826, 0.11642979866492709, 52, 25.67777427879949, 101.33333333333333, 'Low Risk'),
(55367, 65, 17, '07:45.9', 37.22507093544844, 97.66664925348255, 137, 72, 32, 'Male', 97.43455656727417, 1.7921913122863196, 0.097940424, 65, 30.335019434548677, 93.66666666666666, 'High Risk'),
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(55369, 87, 13, '05:45.9', 36.9645278, 96.07639943561489, 137, 84, 51, 'Male', 93.32585025432806, 1.6225428757788218, 0.1393114688682117, 53, 35.44945735218068, 101.66666666666666, 'High Risk'),
(55370, 70, 12, '04:45.9', 36.766823126154485, 97.55778929266621, 111, 80, 77, 'Female', 96.01558145, 1.571936360394747, 0.07242344, 31, 38.85722631690984, 90.33333333333333, 'High Risk'),
(55371, 76, 13, '03:45.9', 37.375610244753894, 98.43953707102119, 118, 84, 32, 'Female', 89.11101668931335, 1.869970583478793, 0.14774111671061504, 34, 25.483662765164166, 95.33333333333333, 'Low Risk'),
(55372, 75, 14, '02:45.9', 36.30028654692792, 96.14789693, 136, 70, 28, 'Male', 97.85554192734926, 1.7903221021149465, 0.10480867482421172, 66, 30.52973819109774, 92, 'High Risk'),
(55373, 91, 14, '01:45.9', 36.84978946849343, 97.26893520526059, 121, 74, 73, 'Male', 64.04846906283379, 1.9737160832001217, 0.12444508441364142, 47, 16.44142263460281, 89.66666666666667, 'High Risk'),
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(55384, 64, 17, '50:45.9', 37.181935114879806, 96.27996184441417, 115, 87, 65, 'Female', 94.75367795234544, 1.5671843560265997, 0.12541341429738878, 28, 38.579438364448464, 96.33333333333333, 'High Risk'),
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(55386, 99, 17, '48:45.9', 36.146784574962716, 98.77216434963967, 138, 87, 47, 'Female', 73.40053609591442, 1.7514647376691244, 0.13126532479028283, 51, 23.927451012156034, 104, 'High Risk'),
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(55389, 72, 16, '45:45.9', 37.46142473888599, 98.50035259552192, 135, 72, 68, 'Female', 94.32096762699734, 1.9835513001661198, 0.1350989423486417, 63, 23.972944140754095, 93, 'Low Risk'),
(55390, 84, 18, '44:45.9', 36.62165465970366, 99.99102951244019, 121, 77, 20, 'Male', 88.51631288293535, 1.5741920044291418, 0.056761799, 44, 35.71970889102315, 91.66666666666667, 'High Risk'),
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(55401, 89, 17, '33:45.9', 36.452462252191644, 98.19763921829491, 121, 71, 33, 'Male', 82.02775532573378, 1.7270852587968932, 0.062565837, 50, 27.500036649507415, 87.66666666666666, 'Low Risk'),
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(55405, 88, 19, '29:45.9', 36.43693395946584, 97.53957672, 137, 78, 41, 'Male', 51.44171422, 1.8014602850886192, 0.13046994207488985, 59, 15.851342435924225, 97.66666666666666, 'High Risk'),
(55406, 69, 14, '28:45.9', 37.197818769781534, 95.96827940631114, 135, 73, 71, 'Male', 80.77958139304381, 1.9405336311734673, 0.13466915651191708, 62, 21.451578283713086, 93.66666666666666, 'Low Risk'),
(55407, 95, 15, '27:45.9', 36.2254326, 96.04181174209769, 125, 81, 83, 'Male', 53.05646172326906, 1.9582670779874873, 0.098044678, 44, 13.835486616708332, 95.66666666666667, 'High Risk'),
(55408, 97, 13, '26:45.9', 37.20249903656602, 95.24692218929303, 115, 78, 66, 'Male', 83.42161165689646, 1.728378030253537, 0.14492581294949813, 37, 27.925509230699426, 90.33333333333333, 'High Risk'),
(55409, 74, 19, '25:45.9', 36.58887726392229, 98.95802846028245, 139, 71, 26, 'Female', 63.769994044077606, 1.7926458244664445, 0.1354775475909259, 68, 19.843916397465502, 93.66666666666666, 'Low Risk'),
(55410, 92, 16, '24:45.9', 36.55881490470682, 99.16236508283426, 112, 76, 54, 'Male', 56.385222841341346, 1.9307748627902312, 0.11635267370622356, 36, 15.12523145342014, 88, 'High Risk'),
(55411, 60, 12, '23:45.9', 36.360816237254824, 96.27678730596044, 136, 78, 63, 'Male', 79.46949965678186, 1.8796939148640268, 0.087358668, 58, 22.49190330288977, 97.33333333333333, 'Low Risk'),
(55412, 91, 19, '22:45.9', 36.462072964328925, 98.31390202334511, 117, 84, 31, 'Male', 93.91149150546809, 1.5236377313251026, 0.1358595901455371, 33, 40.453425275705726, 95, 'High Risk'),
(55413, 69, 14, '21:45.9', 37.40929068369954, 99.85288842, 115, 85, 30, 'Female', 68.07584787668398, 1.7882120539293624, 0.052205631931955425, 30, 21.28898828890464, 95, 'Low Risk'),
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(55591, 72, 16, '23:45.9', 37.42104450044277, 96.87974232391058, 126, 74, 30, 'Female', 64.15522080302628, 1.8964679359401961, 0.13002849593419752, 52, 17.837787884820205, 91.33333333333333, 'High Risk'),
(55592, 74, 13, '22:45.9', 36.97532863089939, 97.37349897272772, 120, 84, 70, 'Female', 57.62112439999874, 1.8835639645313242, 0.11328627933789183, 36, 16.241307254355124, 96, 'High Risk'),
(55593, 63, 17, '21:45.9', 36.64052256943216, 99.60380363407567, 112, 85, 73, 'Female', 59.24040619810907, 1.9639959447267605, 0.067435651, 27, 15.358077481845456, 94, 'High Risk'),
(55594, 86, 15, '20:45.9', 36.26183827200623, 95.13553463641938, 117, 86, 68, 'Female', 92.92375391913532, 1.8417962615533645, 0.10249263360944622, 31, 27.39325068022846, 96.33333333333333, 'Low Risk'),
(55595, 72, 16, '19:45.9', 36.46513449321633, 98.19226251956447, 123, 76, 60, 'Female', 66.67195423920016, 1.7329133951826337, 0.14683407884344535, 47, 22.201865507330215, 91.66666666666667, 'Low Risk'),
(55596, 77, 16, '18:45.9', 37.41367115, 97.66653281514162, 116, 86, 19, 'Female', 98.02264062920881, 1.8957945846097497, 0.071867778, 30, 27.273686305942864, 96, 'Low Risk'),
(55597, 94, 12, '17:45.9', 36.12401478, 99.57043980943467, 127, 84, 74, 'Female', 98.42831190091897, 1.5144316474733672, 0.13455615335465165, 43, 42.916142982840945, 98.33333333333333, 'High Risk'),
(55598, 88, 13, '16:45.9', 37.19860637, 97.75790413, 116, 88, 43, 'Male', 64.95413036, 1.657516596321518, 0.099510637, 28, 23.642369547222888, 97.33333333333333, 'Low Risk'),
(55599, 65, 19, '15:45.9', 36.79654827784243, 96.36174219051023, 131, 73, 47, 'Male', 57.027895702809275, 1.6763937379484122, 0.12214150957018428, 58, 20.29248748904058, 92.33333333333333, 'Low Risk'),
(55600, 62, 13, '14:45.9', 36.26487231125013, 96.27094931288975, 114, 71, 81, 'Male', 88.78646266215577, 1.8781526081035647, 0.089287056, 43, 25.170103318535734, 85.33333333333333, 'Low Risk'),
(55601, 84, 12, '13:45.9', 36.414494530136444, 97.28415515413917, 122, 73, 73, 'Male', 51.24282776229638, 1.5217193710538646, 0.1352512703395463, 49, 22.129110094926208, 89.33333333333333, 'Low Risk'),
(55602, 61, 14, '12:45.9', 36.25687464547369, 99.08003060445017, 119, 74, 28, 'Male', 61.02409563401967, 1.5658263814836806, 0.098831533, 45, 24.889383541105794, 89, 'Low Risk'),
(55603, 75, 18, '11:45.9', 36.051165014456906, 96.07620098377708, 123, 84, 51, 'Female', 83.96895786787212, 1.9063278404112194, 0.082874907, 39, 23.105936864845653, 97, 'Low Risk'),
(55604, 89, 16, '10:45.9', 36.070029319549235, 99.71596181, 128, 77, 86, 'Female', 98.89531121, 1.5764351699712649, 0.096221763, 51, 39.79453834138568, 94, 'High Risk'),
(55605, 93, 14, '09:45.9', 37.04882907993545, 98.28109987, 117, 87, 77, 'Female', 64.92410859531837, 1.6579385243054392, 0.09741799, 30, 23.619415679623838, 97, 'High Risk'),
(55606, 69, 15, '08:45.9', 36.53490194286692, 99.10074590201806, 112, 74, 44, 'Female', 84.37181294, 1.666905703631601, 0.088550738, 38, 30.365141965345988, 86.66666666666667, 'High Risk'),
(55607, 63, 13, '07:45.9', 36.99672665806568, 95.31290984146483, 121, 83, 71, 'Female', 83.09424866470388, 1.855981247395459, 0.13168426539942168, 38, 24.122582346272896, 95.66666666666667, 'Low Risk'),
(55608, 97, 17, '06:45.9', 36.44543931627058, 99.16438120806674, 119, 72, 85, 'Female', 84.47573026549308, 1.6348074833448367, 0.14088960437331455, 47, 31.60812402223327, 87.66666666666667, 'High Risk'),
(55609, 72, 12, '05:45.9', 36.439667157870566, 97.32006407380199, 121, 85, 43, 'Female', 74.69047533921275, 1.650097915565485, 0.11732440869406473, 36, 27.43126224032607, 97, 'Low Risk'),
(55610, 84, 16, '04:45.9', 36.584536922873234, 96.74730275268602, 122, 81, 88, 'Male', 96.07398662364454, 1.567076161, 0.084336527, 41, 39.122410365092115, 94.66666666666667, 'High Risk'),
(55611, 98, 12, '03:45.9', 36.713702043554754, 97.19448224064156, 126, 86, 50, 'Male', 74.53245868, 1.9396738072265007, 0.05896262, 40, 19.810162839976044, 99.33333333333333, 'High Risk'),
(55612, 91, 15, '02:45.9', 37.363648548466095, 98.21803264129989, 120, 77, 81, 'Male', 54.469181619291504, 1.5390018304672477, 0.083577661, 43, 22.99707372221031, 91.33333333333333, 'High Risk'),
(55613, 70, 17, '01:45.9', 37.23573441, 96.19535080520454, 132, 85, 35, 'Female', 86.01725399040082, 1.6717052264950512, 0.14986818911863986, 47, 30.779826929522912, 100.66666666666667, 'High Risk'),
(55614, 95, 12, '00:45.9', 37.364011321103874, 99.87624441, 134, 82, 50, 'Female', 75.26678041803027, 1.9990830684033016, 0.05621119, 52, 18.833960599345172, 99.33333333333333, 'High Risk'),
(55615, 61, 14, '59:45.9', 36.89222107971794, 97.53843888717158, 134, 74, 61, 'Male', 63.70927763746218, 1.7813426027535277, 0.082054546, 60, 20.077413873809423, 94, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(55617, 62, 13, '57:45.9', 37.11889733678209, 95.06762050600148, 131, 86, 77, 'Male', 77.11526583769582, 1.7814820226277481, 0.092128897, 45, 24.298388510815837, 101, 'Low Risk'),
(55618, 80, 12, '56:45.9', 36.75729339578546, 95.34216008724871, 139, 80, 50, 'Female', 63.27652663161146, 1.7706689518335093, 0.069227828, 59, 20.18217128, 99.66666666666666, 'Low Risk'),
(55619, 61, 13, '55:45.9', 37.092647656845415, 95.93206395387742, 125, 89, 84, 'Male', 77.24125244477845, 1.6355813654522384, 0.072879813, 36, 28.87387016842831, 101, 'Low Risk'),
(55620, 77, 13, '54:45.9', 37.32245139133179, 95.50566923519844, 126, 79, 74, 'Female', 72.62517678, 1.8076722030799737, 0.12180399909288736, 47, 22.225310798152133, 94.66666666666667, 'Low Risk'),
(55621, 96, 14, '53:45.9', 36.88519239368991, 96.28179280360578, 119, 77, 68, 'Female', 95.93582823297089, 1.8568792267620617, 0.14728950930284193, 42, 27.823612342443862, 91, 'High Risk'),
(55622, 61, 15, '52:45.9', 37.35692469885362, 96.23279222041043, 113, 70, 43, 'Female', 74.93433902128494, 1.6575227211611556, 0.14894014960948426, 43, 27.27482043547982, 84.33333333333333, 'Low Risk'),
(55623, 80, 12, '51:45.9', 36.79112291180827, 95.56227239803107, 117, 71, 55, 'Female', 67.35596140982877, 1.6351484553317097, 0.093494866, 46, 25.191942860327718, 86.33333333333333, 'Low Risk'),
(55624, 97, 19, '50:45.9', 36.36552000979945, 99.05915185, 112, 89, 68, 'Female', 92.93757966890641, 1.6462210901338024, 0.066483233, 23, 34.29375459085408, 96.66666666666667, 'High Risk'),
(55625, 91, 19, '49:45.9', 36.504331065240706, 97.60518823720325, 121, 86, 59, 'Male', 77.17060244415903, 1.6463563535835588, 0.11651428046165514, 35, 28.471097106872918, 97.66666666666667, 'High Risk'),
(55626, 71, 18, '48:45.9', 36.91845039332757, 95.11268855125086, 126, 87, 68, 'Male', 70.61537063087061, 1.9188965405527483, 0.096702445, 39, 19.177682446831046, 100, 'Low Risk'),
(55627, 95, 17, '47:45.9', 36.217701638163376, 96.20830477735916, 128, 84, 73, 'Male', 65.97194786817994, 1.750087886352771, 0.11786061171933539, 44, 21.539696993592532, 98.66666666666667, 'High Risk'),
(55628, 78, 16, '46:45.9', 37.30423487006191, 99.34396683003068, 123, 76, 75, 'Male', 58.874965679429906, 1.7289312466015718, 0.099216797, 47, 19.695872327045603, 91.66666666666667, 'Low Risk'),
(55629, 75, 13, '45:45.9', 36.299282527771695, 95.63002664232138, 129, 75, 23, 'Male', 86.36001333179655, 1.7805859953298158, 0.095029302, 54, 27.238726199373524, 93, 'Low Risk'),
(55630, 84, 15, '44:45.9', 36.95946826229116, 97.65349853335897, 132, 81, 88, 'Female', 96.11447549960178, 1.5136763099812613, 0.06229718, 51, 41.949112043303565, 98, 'High Risk'),
(55631, 86, 16, '43:45.9', 36.69339603348647, 97.02903888143749, 118, 87, 39, 'Male', 82.73992666434378, 1.9725514593920375, 0.13087192160577238, 31, 21.264660238414912, 97.33333333333333, 'Low Risk'),
(55632, 78, 13, '42:45.9', 37.07436573828262, 97.10433221009671, 126, 74, 52, 'Female', 87.36689929968236, 1.548589572554563, 0.11538630093619705, 52, 36.43126583, 91.33333333333333, 'High Risk'),
(55633, 89, 13, '41:45.9', 36.06262782866352, 98.01829810858953, 113, 76, 32, 'Male', 75.61382711215015, 1.6680692765438565, 0.12573534329483704, 37, 27.175219037217808, 88.33333333333333, 'Low Risk'),
(55634, 76, 12, '40:45.9', 36.37535099964937, 99.78389729162309, 121, 88, 46, 'Male', 52.77376722934172, 1.5012178872995143, 0.10507299326844502, 33, 23.416966585575633, 99, 'Low Risk'),
(55635, 85, 14, '39:45.9', 36.38508462171685, 98.73360709480129, 112, 85, 79, 'Male', 60.30806784897837, 1.8577115719514252, 0.14155469690034012, 27, 17.475066696638144, 94, 'High Risk'),
(55636, 94, 15, '38:45.9', 37.43894166391329, 96.13315320257784, 112, 88, 85, 'Male', 59.878377202226886, 1.8350240310649366, 0.13997864240988367, 24, 17.78224172865872, 96, 'High Risk'),
(55637, 77, 14, '37:45.9', 37.41250012576552, 98.19453030873588, 138, 80, 51, 'Male', 94.78034388, 1.9015333360389832, 0.10999777922901331, 58, 26.21261767132853, 99.33333333333333, 'Low Risk'),
(55638, 62, 16, '36:45.9', 36.092109770822944, 96.85359488809972, 122, 77, 53, 'Female', 63.88166686797435, 1.7292254296419782, 0.12333171331970412, 45, 21.36352988670615, 92, 'Low Risk'),
(55639, 65, 12, '35:45.9', 36.36755420125145, 96.10083506354172, 138, 74, 72, 'Female', 97.24890601269678, 1.5902387063968324, 0.099666803, 64, 38.455643632615036, 95.33333333333333, 'High Risk'),
(55640, 88, 14, '34:45.9', 36.779630112140744, 95.75801447641766, 116, 82, 64, 'Female', 63.94384654075077, 1.871753606288505, 0.12048589766007724, 34, 18.251619262039384, 93.33333333333333, 'High Risk'),
(55641, 97, 19, '33:45.9', 37.05082182830564, 98.63558260083074, 119, 80, 46, 'Male', 90.40848052407583, 1.7868987594507926, 0.14351036506258077, 39, 28.314524686542786, 93, 'High Risk'),
(55642, 71, 14, '32:45.9', 37.155470828110616, 95.35595331508905, 121, 84, 79, 'Female', 99.60732509016216, 1.618697810661129, 0.064871979, 37, 38.015413507837444, 96.33333333333333, 'High Risk'),
(55643, 72, 12, '31:45.9', 36.38482500934753, 99.71988077347466, 128, 72, 36, 'Female', 88.74773797163482, 1.864605597, 0.13010024658808506, 56, 25.52603295110167, 90.66666666666666, 'Low Risk'),
(55644, 80, 14, '30:45.9', 37.409633510015105, 99.52113302534993, 117, 73, 53, 'Female', 89.74043724493178, 1.8237617360346687, 0.13452618055984394, 44, 26.98062352087781, 87.66666666666667, 'Low Risk'),
(55645, 68, 17, '29:45.9', 36.90193834905778, 98.26116779135808, 114, 70, 24, 'Male', 76.50606170377876, 1.7437551636111936, 0.07141179, 44, 25.160822449339932, 84.66666666666667, 'Low Risk'),
(55646, 69, 14, '28:45.9', 36.48506569, 96.78639104005963, 138, 74, 56, 'Male', 59.34524604229395, 1.6609822082169172, 0.11774016204702287, 64, 21.51077084650531, 95.33333333333333, 'Low Risk'),
(55647, 78, 16, '27:45.9', 36.25852169417515, 97.03784904943184, 136, 81, 72, 'Female', 51.32982166301927, 1.7328012799025454, 0.1314216918204856, 55, 17.095123210237123, 99.33333333333333, 'High Risk'),
(55648, 91, 17, '26:45.9', 36.35051817420726, 99.72270267243525, 129, 84, 83, 'Male', 90.79339027947594, 1.652615467769342, 0.1204671410509507, 45, 33.243795855586455, 99, 'High Risk'),
(55649, 96, 17, '25:45.9', 36.16722081706981, 99.90541612350829, 133, 82, 53, 'Female', 78.94163662254121, 1.754157628, 0.14105774522531833, 51, 25.654815370702654, 99, 'High Risk'),
(55650, 90, 15, '24:45.9', 37.40485881667886, 97.63183035621836, 134, 78, 54, 'Male', 70.78752071271427, 1.6603083642492809, 0.089306612, 56, 25.67906402719229, 96.66666666666666, 'Low Risk'),
(55651, 68, 18, '23:45.9', 36.36636663246964, 95.64791021685447, 127, 78, 42, 'Male', 55.632490465444235, 1.648601065294851, 0.13420278878698982, 49, 20.469034118074653, 94.33333333333333, 'Low Risk'),
(55652, 85, 18, '22:45.9', 37.10773623, 97.03261560719498, 110, 86, 54, 'Female', 70.81638253411062, 1.8138931532372005, 0.14444713286879463, 24, 21.523373154880687, 94, 'Low Risk'),
(55653, 84, 15, '21:45.9', 37.051236163408134, 96.15839582982466, 136, 87, 75, 'Female', 52.623210559537895, 1.9917398053424886, 0.053553131, 49, 13.265149080464216, 103.33333333333333, 'High Risk'),
(55654, 90, 18, '20:45.9', 36.98282464, 99.62521867036551, 119, 89, 25, 'Male', 67.39662078999541, 1.6568172579417277, 0.13004731442818976, 30, 24.552114602777294, 99, 'Low Risk'),
(55655, 62, 14, '19:45.9', 37.374168666742634, 95.82136939368328, 128, 88, 39, 'Male', 90.75245571384329, 1.9018079185932224, 0.060289752, 40, 25.091410923305624, 101.33333333333333, 'Low Risk'),
(55656, 83, 15, '18:45.9', 36.32959976797399, 97.26039677295466, 132, 75, 68, 'Female', 89.24542878259683, 1.6931091886121405, 0.11366105762874541, 57, 31.13264698157797, 94, 'High Risk'),
(55657, 64, 12, '17:45.9', 36.853385137548486, 95.39571833537377, 131, 73, 75, 'Female', 97.91502424462502, 1.866920815878875, 0.080227163, 58, 28.092962514229814, 92.33333333333333, 'Low Risk'),
(55658, 95, 19, '16:45.9', 36.400685755471855, 97.78510539033645, 130, 86, 54, 'Male', 57.66098419410069, 1.741055954, 0.065960242, 44, 19.02201824128013, 100.66666666666667, 'High Risk'),
(55659, 69, 17, '15:45.9', 37.194492680532136, 96.43283398992955, 123, 88, 67, 'Male', 88.65820734162043, 1.9768722630771176, 0.1084729363700428, 35, 22.68619860066572, 99.66666666666667, 'Low Risk'),
(55660, 87, 18, '14:45.9', 37.090688900437804, 97.83781043564127, 128, 75, 59, 'Female', 74.88282646093523, 1.6617219931835245, 0.097291996, 53, 27.118489321045054, 92.66666666666666, 'Low Risk'),
(55661, 92, 19, '13:45.9', 36.349036082437785, 98.45816335698295, 132, 79, 76, 'Female', 87.26423014435824, 1.632960107722601, 0.14440380859100543, 53, 32.725411109606895, 96.66666666666666, 'High Risk'),
(55662, 65, 18, '12:45.9', 36.063880605099484, 96.16138891077698, 126, 76, 30, 'Male', 65.99643931509935, 1.6597229686456871, 0.10128289195284065, 50, 23.957930266126226, 92.66666666666666, 'Low Risk'),
(55663, 77, 17, '11:45.9', 36.33789848155073, 99.27316972450177, 112, 83, 41, 'Male', 54.68545104300509, 1.9179638878720608, 0.063291189, 29, 14.865891091006858, 92.66666666666667, 'High Risk'),
(55664, 93, 17, '10:45.9', 37.22134508023223, 96.11148749, 136, 74, 72, 'Female', 99.68127303950644, 1.9641847755761224, 0.051591545327734294, 62, 25.83740511706732, 94.66666666666666, 'High Risk'),
(55665, 90, 12, '09:45.9', 36.99592209962958, 99.76239235855785, 123, 80, 26, 'Female', 99.42142743905747, 1.5484054997114398, 0.12495526943263009, 43, 41.46776071385851, 94.33333333333333, 'High Risk'),
(55666, 84, 12, '08:45.9', 36.30968605458283, 95.68122838544303, 134, 80, 26, 'Male', 63.499033297173185, 1.6022836454867893, 0.12128822903521654, 54, 24.73365587, 98, 'Low Risk'),
(55667, 98, 18, '07:45.9', 36.94354512475573, 96.16328674260188, 116, 71, 21, 'Male', 65.51314096371425, 1.6520548203537706, 0.10585798623575063, 45, 24.003773096736584, 86, 'High Risk'),
(55668, 79, 17, '06:45.9', 37.429605418289476, 97.11041831258017, 132, 81, 39, 'Male', 78.62001766023681, 1.9967963835727662, 0.074965257, 51, 19.718123125664476, 98, 'Low Risk'),
(55669, 91, 14, '05:45.9', 37.154587865638824, 96.53116039755687, 110, 84, 32, 'Female', 54.060025595123165, 1.5435142532594979, 0.074977731, 26, 22.691069108261633, 92.66666666666667, 'High Risk'),
(55670, 82, 18, '04:45.9', 36.878007947213234, 95.58701736728909, 112, 74, 37, 'Male', 79.01143684, 1.8231555392180985, 0.055048291861597154, 38, 23.770729884699286, 86.66666666666667, 'Low Risk'),
(55671, 78, 13, '03:45.9', 37.42818577765638, 99.95999925215558, 110, 74, 21, 'Female', 98.58555650982996, 1.6376634309475913, 0.082329275, 36, 36.75902551552503, 86, 'High Risk'),
(55672, 78, 13, '02:45.9', 36.03307236844061, 99.63259900321198, 116, 88, 77, 'Female', 87.83544509659671, 1.6088420068538973, 0.10932151572226295, 28, 33.934621697893505, 97.33333333333333, 'High Risk'),
(55673, 68, 17, '01:45.9', 36.46803209, 96.55439562942365, 129, 79, 62, 'Male', 98.20484371293973, 1.8278513368154712, 0.10260339465919915, 50, 29.39349087021162, 95.66666666666666, 'Low Risk'),
(55674, 87, 19, '00:45.9', 37.01092827971127, 97.62302702746271, 110, 85, 88, 'Male', 79.73605698389983, 1.8473886415006964, 0.077436021, 25, 23.363516897511346, 93.33333333333333, 'Low Risk'),
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(55852, 73, 17, '02:45.9', 37.14094520706491, 97.00122628928071, 125, 78, 60, 'Female', 85.54103804430642, 1.6772263904297018, 0.090818437, 47, 30.408230013702934, 93.66666666666667, 'High Risk'),
(55853, 68, 16, '01:45.9', 36.38172860101725, 99.61265415104809, 119, 71, 59, 'Female', 99.56623363135972, 1.9349034427876082, 0.072116416, 48, 26.594601328342232, 87, 'Low Risk'),
(55854, 88, 18, '00:45.9', 37.093449219143174, 96.88448768251179, 111, 77, 80, 'Male', 63.62323257037466, 1.7914153000920634, 0.054684388, 34, 19.82545543205826, 88.33333333333333, 'Low Risk'),
(55855, 85, 17, '59:45.9', 36.089724140160406, 95.35035559730797, 136, 87, 48, 'Male', 53.71694408383576, 1.609392438, 0.062208545882535084, 49, 20.738979651696347, 103.33333333333333, 'Low Risk'),
(55856, 68, 19, '58:45.9', 36.379094187419305, 97.09447957695095, 130, 76, 37, 'Female', 79.69287864026421, 1.8351376486880655, 0.067452768, 54, 23.66367676531827, 94, 'Low Risk'),
(55857, 95, 17, '57:45.9', 36.0595333, 95.66807762388555, 128, 82, 41, 'Male', 55.43747322926935, 1.835112455471383, 0.14218330267798462, 46, 16.461828073269782, 97.33333333333333, 'High Risk'),
(55858, 91, 16, '56:45.9', 37.49593257985692, 99.11423132, 132, 73, 56, 'Male', 88.91364752, 1.9593759964958843, 0.14513295021072325, 59, 23.159696294888587, 92.66666666666666, 'High Risk'),
(55859, 70, 15, '55:45.9', 37.008107486730715, 95.12644484, 132, 88, 50, 'Male', 81.25351460892165, 1.7557977262581927, 0.111567986, 44, 26.35683093628007, 102.66666666666667, 'Low Risk'),
(55860, 68, 17, '54:45.9', 36.03210934306624, 97.17526828962644, 137, 79, 75, 'Female', 57.32223392534228, 1.5289551264995151, 0.067463399, 58, 24.520743151453527, 98.33333333333333, 'Low Risk'),
(55861, 92, 16, '53:45.9', 37.372771140798804, 99.27322163622466, 125, 81, 64, 'Male', 84.54842085877411, 1.5650691155923084, 0.074601084, 44, 34.517430401820924, 95.66666666666667, 'High Risk'),
(55862, 91, 16, '52:45.9', 37.09324966375006, 96.69754058220897, 119, 76, 57, 'Male', 56.53441649693784, 1.9077558297056862, 0.083430021, 43, 15.533428953829114, 90.33333333333333, 'High Risk'),
(55863, 67, 15, '51:45.9', 37.43024554169394, 98.53811596458355, 119, 82, 21, 'Female', 82.87945229738776, 1.829519750895898, 0.14802859005835847, 37, 24.761255855987503, 94.33333333333333, 'Low Risk'),
(55864, 75, 16, '50:45.9', 36.581257250422624, 96.67141834002669, 127, 74, 87, 'Male', 59.96203312212766, 1.9340788298212281, 0.1085177169129983, 53, 16.029796446432883, 91.66666666666666, 'High Risk'),
(55865, 60, 17, '49:45.9', 37.03924426866754, 97.04815910492925, 120, 82, 35, 'Female', 61.27367667803555, 1.6125027794538902, 0.12024069909553925, 38, 23.565301294738745, 94.66666666666667, 'Low Risk'),
(55866, 95, 13, '48:45.9', 37.10283691788451, 95.41718355860496, 121, 74, 45, 'Male', 72.04531777228415, 1.7242018590798724, 0.050213641, 47, 24.234247737495554, 89.66666666666667, 'High Risk'),
(55867, 86, 16, '47:45.9', 37.01319216549474, 99.52650590377266, 129, 76, 74, 'Male', 94.26504551, 1.8333992695782602, 0.086208636, 53, 28.04378142501345, 93.66666666666666, 'Low Risk'),
(55868, 87, 12, '46:45.9', 37.040253042835964, 99.96584449848974, 129, 79, 87, 'Male', 65.34082164336569, 1.873294415, 0.085678732, 50, 18.61969293789117, 95.66666666666666, 'Low Risk'),
(55869, 71, 19, '45:45.9', 36.18841898697793, 98.47973278947991, 128, 86, 83, 'Female', 99.03229674, 1.9861289971353648, 0.067353, 42, 25.10509950829248, 100, 'Low Risk'),
(55870, 63, 12, '44:45.9', 37.33016174196055, 96.87627771969863, 136, 77, 59, 'Female', 62.407802361293804, 1.8456130853245898, 0.14181210533325778, 59, 18.32135408906647, 96.66666666666666, 'High Risk'),
(55871, 78, 15, '43:45.9', 36.545771971204815, 96.09573754492966, 126, 73, 43, 'Female', 92.08557533, 1.5983915304034266, 0.11827623374389591, 53, 36.04335974707422, 90.66666666666666, 'High Risk'),
(55872, 97, 19, '42:45.9', 37.0366376, 99.97616768512803, 138, 81, 66, 'Male', 84.62311366992486, 1.6704692352567845, 0.069627297, 57, 30.325784013911534, 100, 'High Risk'),
(55873, 61, 16, '41:45.9', 37.35926405069737, 98.71985295166695, 130, 82, 49, 'Male', 97.75134641833213, 1.6783731969316174, 0.099228306, 48, 34.70129460086356, 98, 'High Risk'),
(55874, 79, 16, '40:45.9', 37.30057133310894, 98.07169793107016, 132, 89, 66, 'Female', 61.68610164501857, 1.622517991976061, 0.1137190815570689, 43, 23.431941932832462, 103.33333333333333, 'Low Risk'),
(55875, 85, 16, '39:45.9', 36.30758795, 96.6669303, 122, 76, 29, 'Female', 99.84364225, 1.5585748558198738, 0.095527116, 46, 41.10220153118555, 91.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(55876, 67, 19, '38:45.9', 36.888117245919396, 99.50912451594665, 110, 76, 49, 'Male', 67.26373988855846, 1.926166261321876, 0.058533039, 34, 18.129818969392137, 87.33333333333333, 'High Risk'),
(55877, 70, 15, '37:45.9', 37.11179510662873, 98.14238930249726, 127, 78, 48, 'Male', 71.60664463494355, 1.6508543063838372, 0.12497915017131164, 49, 26.274582870126135, 94.33333333333333, 'Low Risk'),
(55878, 60, 12, '36:45.9', 36.43361696567444, 95.46263520271049, 138, 73, 47, 'Female', 62.83715827989422, 1.792023967807279, 0.10782083250954672, 65, 19.567210118242443, 94.66666666666666, 'Low Risk'),
(55879, 61, 12, '35:45.9', 37.06312725741318, 96.93602007767716, 124, 84, 35, 'Female', 86.27573492380073, 1.8932662758551662, 0.1345498499085075, 40, 24.069400280029402, 97.33333333333333, 'Low Risk'),
(55880, 78, 12, '34:45.9', 36.61096914, 95.12292686588263, 113, 70, 79, 'Female', 78.00182047975811, 1.910578614, 0.055075836560647795, 43, 21.36854317153073, 84.33333333333333, 'Low Risk'),
(55881, 89, 12, '33:45.9', 37.35438124891696, 99.70744252428148, 125, 84, 56, 'Male', 61.96381162220411, 1.7139768319464865, 0.067877515, 41, 21.09250839, 97.66666666666667, 'Low Risk'),
(55882, 94, 16, '32:45.9', 37.46088785951012, 99.76692235099837, 139, 77, 49, 'Male', 54.47580656071971, 1.5245861248403958, 0.11721522444696154, 62, 23.43687712636471, 97.66666666666666, 'High Risk'),
(55883, 94, 13, '31:45.9', 36.74077469683889, 95.03999813162301, 120, 77, 26, 'Female', 80.94959091715491, 1.6329954595617235, 0.12114414877655193, 43, 30.35601116890139, 91.33333333333333, 'High Risk'),
(55884, 73, 16, '30:45.9', 36.02055992706277, 97.75868804584643, 112, 86, 52, 'Female', 67.14836615788558, 1.8044249568478212, 0.056685184, 26, 20.623282918482566, 94.66666666666667, 'Low Risk'),
(55885, 85, 16, '29:45.9', 36.00213221074267, 96.51518720546876, 129, 79, 87, 'Male', 73.39248386042718, 1.8802008443580687, 0.077426767, 50, 20.760752893232258, 95.66666666666666, 'Low Risk'),
(55886, 65, 13, '28:45.9', 36.56059088232799, 98.37913364719444, 133, 74, 22, 'Female', 52.36104188721016, 1.5948550179583278, 0.08123502, 59, 20.585710516055087, 93.66666666666666, 'Low Risk'),
(55887, 96, 17, '27:45.9', 36.80181569254841, 98.39699008, 116, 79, 52, 'Female', 78.17601758179536, 1.6025107315210638, 0.14065059857448936, 37, 30.441892633186544, 91.33333333333333, 'High Risk'),
(55888, 82, 19, '26:45.9', 36.471000488028864, 95.78638657690843, 120, 83, 34, 'Male', 53.856925899018584, 1.5439001776949575, 0.097108633, 37, 22.59452034939214, 95.33333333333333, 'Low Risk'),
(55889, 96, 15, '25:45.9', 37.21131031198098, 99.07265187323871, 133, 75, 46, 'Female', 65.11535305, 1.5915014378533627, 0.089180732, 58, 25.708061428173096, 94.33333333333333, 'High Risk'),
(55890, 87, 14, '24:45.9', 36.33566524687436, 96.12642553209665, 115, 78, 70, 'Male', 88.90203944811987, 1.8220565372897948, 0.09573864, 37, 26.778609766136693, 90.33333333333333, 'Low Risk'),
(55891, 87, 13, '23:45.9', 36.85329419501469, 99.08983656791689, 121, 74, 53, 'Male', 93.32411662942525, 1.7737332480552317, 0.12062767048441718, 47, 29.66315042571817, 89.66666666666667, 'Low Risk'),
(55892, 99, 19, '22:45.9', 36.74908385018275, 98.09447957, 123, 83, 61, 'Female', 58.232867691559804, 1.8239083233224094, 0.11358960489843957, 40, 17.505002096924745, 96.33333333333333, 'High Risk'),
(55893, 85, 18, '21:45.9', 36.46078372339595, 96.17193502575373, 118, 82, 66, 'Female', 79.86834879506476, 1.7685375054880172, 0.085492695, 36, 25.53560531575691, 94, 'Low Risk'),
(55894, 93, 14, '20:45.9', 36.06036461108561, 96.22710880590988, 115, 86, 87, 'Female', 96.98199853020795, 1.5665683338632286, 0.070948964, 29, 39.51777118704664, 95.66666666666667, 'High Risk'),
(55895, 82, 16, '19:45.9', 36.51499167825679, 98.20846859208271, 128, 72, 49, 'Male', 90.87332182498636, 1.8679769909311297, 0.11212544480957543, 56, 26.04314079589538, 90.66666666666666, 'Low Risk'),
(55896, 90, 18, '18:45.9', 36.30769583, 99.60120998992458, 112, 86, 87, 'Male', 59.33111679381143, 1.7712199941811266, 0.13150910736236848, 26, 18.912002259778806, 94.66666666666667, 'Low Risk'),
(55897, 74, 17, '17:45.9', 36.67687902358213, 95.67121721047761, 122, 71, 55, 'Male', 97.50362056554295, 1.912452516599586, 0.053487574416794775, 51, 26.658727804284627, 88, 'Low Risk'),
(55898, 61, 17, '16:45.9', 36.420680499492136, 99.66307238808079, 118, 86, 54, 'Female', 85.88136410950841, 1.754454808239645, 0.087879584, 32, 27.900665473119535, 96.66666666666667, 'Low Risk'),
(55899, 64, 15, '15:45.9', 37.16028256211598, 97.64663839602126, 121, 86, 32, 'Female', 51.940991491493264, 1.9295169694747334, 0.1115096770511165, 35, 13.951247095575829, 97.66666666666667, 'High Risk'),
(55900, 82, 14, '14:45.9', 37.26584105809281, 95.55368216504655, 115, 73, 88, 'Female', 60.24493982544898, 1.8561823265157864, 0.10546239063318788, 42, 17.48555044366662, 87, 'High Risk'),
(55901, 62, 16, '13:45.9', 36.10529257302759, 99.33011432146581, 134, 86, 48, 'Male', 50.84023395070227, 1.8901794691024296, 0.1357400753770795, 48, 14.22988719, 102, 'High Risk'),
(55902, 75, 15, '12:45.9', 36.8386122, 97.63517438805954, 118, 72, 24, 'Male', 91.21477842971197, 1.8473570671317783, 0.066435995, 46, 26.727818584439376, 87.33333333333333, 'Low Risk'),
(55903, 82, 15, '11:45.9', 37.34182032593594, 99.19850569089388, 138, 77, 88, 'Female', 93.29994714518801, 1.5275852573249402, 0.077823415, 61, 39.98254926122829, 97.33333333333333, 'High Risk'),
(55904, 86, 14, '10:45.9', 36.04060231567516, 95.7343614, 110, 83, 81, 'Male', 67.38749448684715, 1.9994495532455587, 0.057755384, 27, 16.85615075837096, 92, 'High Risk'),
(55905, 62, 12, '09:45.9', 37.24446259547884, 96.04001479934277, 135, 73, 45, 'Female', 95.72157166196206, 1.8403663747302579, 0.11762686328096601, 62, 28.261892579489803, 93.66666666666666, 'Low Risk'),
(55906, 78, 16, '08:45.9', 37.044594743486456, 99.35347092853394, 119, 79, 43, 'Male', 54.3481598, 1.5644198166787024, 0.12563075542502233, 40, 22.206403482208312, 92.33333333333333, 'Low Risk'),
(55907, 88, 15, '07:45.9', 36.840260446690664, 95.93727783462728, 121, 82, 51, 'Male', 78.55051983186132, 1.9010903620464519, 0.10715975130449433, 39, 21.734194199042093, 95, 'Low Risk'),
(55908, 79, 17, '06:45.9', 36.83175295068301, 96.20398824, 132, 72, 25, 'Male', 98.83273073685186, 1.9212173552782152, 0.054717592, 60, 26.77612906293704, 92, 'Low Risk'),
(55909, 90, 16, '05:45.9', 36.330496579533246, 97.36936981944868, 111, 72, 87, 'Female', 97.13440503533846, 1.6973084711154067, 0.081908318, 39, 33.71720192897426, 85, 'High Risk'),
(55910, 91, 12, '04:45.9', 36.484656325918515, 97.22266146287004, 134, 81, 46, 'Male', 60.89401286858481, 1.7515077711404667, 0.069698096, 53, 19.849540495696647, 98.66666666666666, 'High Risk'),
(55911, 97, 16, '03:45.9', 37.33468923721576, 96.12152797935775, 132, 79, 49, 'Male', 81.64110690339784, 1.5093050342565317, 0.13645609238993006, 53, 35.83891416308261, 96.66666666666666, 'High Risk'),
(55912, 68, 18, '02:45.9', 36.44317875662225, 99.01961572345999, 139, 83, 20, 'Male', 92.46349143, 1.959449335521818, 0.055666661134166184, 56, 24.08253560987045, 101.66666666666666, 'Low Risk'),
(55913, 69, 17, '01:45.9', 36.86518368923395, 98.37447681298434, 114, 77, 52, 'Male', 77.94368969391603, 1.517875809662287, 0.12745372012389622, 37, 33.83050503699267, 89.33333333333333, 'High Risk'),
(55914, 94, 13, '00:45.9', 37.13764073004341, 96.55863176423402, 124, 88, 39, 'Female', 72.36644010916272, 1.8017530723781428, 0.080129738, 36, 22.291878458452466, 100, 'High Risk'),
(55915, 89, 15, '59:45.9', 36.97820712, 99.27132341304898, 135, 72, 57, 'Male', 51.99288938089818, 1.866223858860982, 0.057149666, 63, 14.928510509329213, 93, 'High Risk'),
(55916, 79, 19, '58:45.9', 36.97650823, 98.37283072, 119, 86, 63, 'Female', 74.56329917, 1.8938716384264471, 0.11615584126687402, 33, 20.788542186328545, 97, 'Low Risk'),
(55917, 61, 14, '57:45.9', 36.42743405253703, 98.54617502835681, 131, 82, 61, 'Male', 70.10111853877038, 1.6785626760976988, 0.13312683416722867, 49, 24.87996834792335, 98.33333333333333, 'Low Risk'),
(55918, 69, 16, '56:45.9', 36.898111196516446, 99.48995410476674, 117, 70, 69, 'Female', 78.49738093671272, 1.7827918518641996, 0.1303146013571824, 47, 24.69755071, 85.66666666666667, 'Low Risk'),
(55919, 84, 19, '55:45.9', 37.06417722643445, 98.41311935918047, 123, 85, 88, 'Female', 65.47726032334853, 1.7031033478753919, 0.11337048758296382, 38, 22.573998622196875, 97.66666666666667, 'Low Risk'),
(55920, 90, 16, '54:45.9', 36.66629633203549, 96.61085322640075, 131, 87, 72, 'Female', 93.82080168500528, 1.9190517966709633, 0.11780760564035782, 44, 25.47567770457355, 101.66666666666667, 'Low Risk'),
(55921, 61, 19, '53:45.9', 36.39478762858865, 99.85475626428358, 128, 87, 66, 'Male', 71.94390177417395, 1.8862903732788154, 0.10939323991680286, 41, 20.219801642467772, 100.66666666666667, 'Low Risk'),
(55922, 96, 12, '52:45.9', 37.417404919824946, 98.85488743078822, 122, 81, 19, 'Female', 69.31415685669808, 1.6190081925629025, 0.14084218566877793, 41, 26.44379928075531, 94.66666666666667, 'High Risk'),
(55923, 82, 12, '51:45.9', 36.10344349630666, 98.83900478725828, 131, 73, 50, 'Female', 88.79891795947503, 1.9852501310527955, 0.12809253520186265, 58, 22.530830847952377, 92.33333333333333, 'Low Risk'),
(55924, 72, 14, '50:45.9', 36.14475625305941, 95.27738948, 126, 71, 33, 'Male', 56.427065241460205, 1.7462753213763322, 0.1494359581823808, 55, 18.503847061530863, 89.33333333333333, 'Low Risk'),
(55925, 98, 19, '49:45.9', 36.69957816394588, 97.37782185382818, 110, 88, 29, 'Male', 91.87806420604792, 1.7484080098869157, 0.1122608453765396, 22, 30.055659469884453, 95.33333333333333, 'High Risk'),
(55926, 63, 14, '48:45.9', 36.41160919268918, 99.12089968326123, 116, 74, 34, 'Female', 51.88404893171474, 1.8964385812943345, 0.11278978837782593, 42, 14.426344408031792, 88, 'High Risk'),
(55927, 66, 14, '47:45.9', 36.116986089439976, 97.68823146469221, 136, 73, 57, 'Female', 53.48250364058729, 1.8035916684176667, 0.12890742874179584, 63, 16.44126724007346, 94, 'High Risk'),
(55928, 60, 19, '46:45.9', 36.53641397576597, 98.61770278039644, 123, 79, 62, 'Female', 67.31963750300496, 1.7080810263229178, 0.11203999439388083, 44, 23.074103257243838, 93.66666666666667, 'Low Risk'),
(55929, 90, 19, '45:45.9', 36.926155745510314, 97.65801263617338, 127, 87, 54, 'Female', 58.280815286926995, 1.9224192219320924, 0.1444952194680842, 40, 15.769917377444425, 100.33333333333333, 'High Risk'),
(55930, 87, 15, '44:45.9', 36.49171753360926, 98.18902905471066, 120, 82, 39, 'Female', 68.49298972471016, 1.6632135774212853, 0.13935207878322595, 38, 24.75996807218244, 94.66666666666667, 'Low Risk'),
(55931, 69, 14, '43:45.9', 36.883405202151984, 98.56984351396099, 124, 75, 47, 'Male', 90.45277624261571, 1.7005064200341824, 0.1460265254765576, 49, 31.27989951905505, 91.33333333333333, 'High Risk'),
(55932, 95, 14, '42:45.9', 36.782256918288496, 99.44952207827042, 135, 75, 27, 'Male', 93.06444466839974, 1.6249866651183253, 0.13135892669541785, 60, 35.24391841929422, 95, 'High Risk'),
(55933, 89, 18, '41:45.9', 37.42793988030578, 97.27714269219788, 113, 76, 49, 'Male', 62.90948225912041, 1.9387997928457301, 0.12376835559345589, 37, 16.735942754853195, 88.33333333333333, 'High Risk'),
(55934, 90, 18, '40:45.9', 37.37347831775101, 99.43594225883452, 128, 71, 82, 'Female', 67.15290556506436, 1.9726649758574593, 0.12017082143226347, 57, 17.25671555790289, 90, 'High Risk'),
(55935, 95, 19, '39:45.9', 37.27760613279326, 97.46118485574577, 110, 70, 87, 'Female', 69.30596229761903, 1.6721946556172618, 0.088657933, 40, 24.785457278630105, 83.33333333333333, 'High Risk'),
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(56114, 94, 12, '40:45.9', 36.401047584907474, 99.13331422279064, 135, 86, 44, 'Male', 73.24282695084614, 1.5324567628041306, 0.1487091490981975, 49, 31.188079910555203, 102.33333333333333, 'High Risk'),
(56115, 94, 12, '39:45.9', 36.38118040975111, 97.30457147528992, 121, 76, 40, 'Female', 52.18390941186738, 1.9886886415021352, 0.12148284143370199, 45, 13.194806480964033, 91, 'High Risk'),
(56116, 93, 15, '38:45.9', 36.40776044922441, 98.49664296185385, 120, 75, 57, 'Female', 88.48122155184524, 1.9904381414627679, 0.10813061147766573, 45, 22.333343176495767, 90, 'High Risk'),
(56117, 96, 19, '37:45.9', 37.221049185871856, 98.30446507621731, 139, 86, 26, 'Male', 56.59286324061687, 1.6954554117784786, 0.1350812663644675, 53, 19.68742520729457, 103.66666666666666, 'High Risk'),
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(56126, 96, 18, '28:45.9', 36.87588136098566, 95.99417956, 114, 81, 65, 'Female', 62.02210275966901, 1.7400987845179465, 0.12755824068161112, 33, 20.483241192182867, 92, 'High Risk'),
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(56128, 63, 13, '26:45.9', 36.432696536275756, 98.21379547990529, 114, 71, 42, 'Male', 75.96371949635852, 1.521016332244505, 0.13856540156168506, 43, 32.835109324644584, 85.33333333333333, 'High Risk'),
(56129, 95, 18, '25:45.9', 37.19979148823266, 97.04181701114108, 115, 78, 20, 'Male', 66.86926344438002, 1.5680147098532924, 0.10832694694074266, 37, 27.19733022, 90.33333333333333, 'High Risk'),
(56130, 81, 14, '24:45.9', 36.65362392305729, 97.25551187812525, 137, 73, 66, 'Female', 82.28895187609606, 1.563950631415425, 0.11877059359434447, 64, 33.64305698586855, 94.33333333333333, 'High Risk'),
(56131, 96, 18, '23:45.9', 36.12450423023481, 96.06605905147596, 126, 81, 35, 'Male', 63.43162292855888, 1.9255750254723834, 0.106698853, 45, 17.107436399225275, 96, 'High Risk'),
(56132, 60, 14, '22:45.9', 37.21461372748426, 99.11963219783259, 130, 88, 47, 'Male', 88.68792359710346, 1.7995658549894709, 0.14623598004508592, 42, 27.386024894188722, 102, 'Low Risk'),
(56133, 97, 18, '21:45.9', 36.320089153641725, 97.42199298425315, 121, 72, 35, 'Male', 50.83143083783975, 1.8642754634645993, 0.11529471652142256, 49, 14.625548668236144, 88.33333333333333, 'High Risk'),
(56134, 96, 15, '20:45.9', 37.415406812949364, 96.48797614918625, 136, 84, 22, 'Female', 51.862850938767394, 1.7070898558895449, 0.129147254, 52, 17.796869805125365, 101.33333333333333, 'High Risk'),
(56135, 63, 17, '19:45.9', 36.80773754058072, 97.68661668, 134, 77, 37, 'Male', 97.71350358277371, 1.7722376550480676, 0.081169681, 57, 31.110763239926367, 96, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(56139, 99, 19, '15:45.9', 36.09449517747629, 96.12670661180988, 124, 73, 37, 'Female', 65.14075044, 1.5094059843079721, 0.077846014, 51, 28.59174240648691, 90, 'High Risk'),
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(56141, 96, 17, '13:45.9', 36.219492449497984, 97.65027642850472, 127, 72, 80, 'Female', 84.76153608866737, 1.7986143527725165, 0.054678224518476364, 55, 26.201292121522666, 90.33333333333333, 'High Risk'),
(56142, 91, 19, '12:45.9', 36.801116416043186, 99.30717977403387, 127, 78, 66, 'Female', 91.84486447619429, 1.6327580223576497, 0.056239082281770304, 49, 34.45174508085825, 94.33333333333333, 'High Risk'),
(56143, 89, 15, '11:45.9', 36.341038614470456, 96.46842355545198, 125, 83, 67, 'Female', 81.52904852242912, 1.8738236608756316, 0.073419233, 42, 23.219610852796244, 97, 'Low Risk'),
(56144, 61, 19, '10:45.9', 36.36441666843222, 98.28293243652988, 134, 80, 85, 'Male', 91.12471488176864, 1.5700634777470648, 0.1318667744882417, 54, 36.96594047503427, 98, 'High Risk'),
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(56146, 91, 14, '08:45.9', 36.39447433550674, 95.00422077072713, 130, 88, 61, 'Female', 78.56210846637161, 1.597788792818272, 0.14940587751351292, 42, 30.77332258446777, 102, 'High Risk'),
(56147, 62, 16, '07:45.9', 36.15781265, 98.42101557659696, 125, 81, 62, 'Female', 63.14087655700463, 1.921292129317747, 0.10567999319515262, 44, 17.10502839333649, 95.66666666666667, 'High Risk'),
(56148, 95, 14, '06:45.9', 37.218298495047186, 98.35550411, 121, 86, 49, 'Female', 83.58108659260873, 1.771976765308973, 0.11544571117411585, 35, 26.619014137508568, 97.66666666666667, 'High Risk'),
(56149, 85, 19, '05:45.9', 36.05564059435309, 97.00727764301548, 111, 75, 64, 'Female', 98.58704033, 1.891152894777057, 0.054183747, 36, 27.565542580208113, 87, 'Low Risk'),
(56150, 89, 12, '04:45.9', 37.087737340593876, 95.65472413594696, 113, 82, 68, 'Female', 77.56166394266013, 1.5414835091443564, 0.12404148302273112, 31, 32.64144314255372, 92.33333333333333, 'High Risk'),
(56151, 94, 17, '03:45.9', 36.48157249890433, 95.02219869239929, 110, 83, 78, 'Female', 98.75752767482894, 1.8584564580064757, 0.061072082, 27, 28.593375544222866, 92, 'High Risk'),
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(56154, 79, 12, '00:45.9', 37.161678829147114, 97.37262758567597, 134, 78, 42, 'Female', 97.51282216654403, 1.5610771830643064, 0.10531357300478342, 56, 40.01409267259247, 96.66666666666666, 'High Risk'),
(56155, 75, 17, '59:45.9', 36.15697669617316, 99.51966394562314, 124, 88, 52, 'Female', 98.94241305550958, 1.777051227288003, 0.11305020255805259, 36, 31.33160213748036, 100, 'High Risk'),
(56156, 60, 14, '58:45.9', 36.35306191889294, 96.52745841, 119, 70, 71, 'Female', 72.91737971953097, 1.6465971118532585, 0.060524709, 49, 26.89405912335298, 86.33333333333333, 'Low Risk'),
(56157, 87, 16, '57:45.9', 37.27987077568015, 98.23265500551896, 119, 75, 65, 'Female', 86.91459451, 1.7291470291753135, 0.12732126415874692, 44, 29.06891772147988, 89.66666666666667, 'Low Risk'),
(56158, 74, 14, '56:45.9', 37.178780650643574, 95.34966006036977, 114, 81, 89, 'Female', 63.43810355064582, 1.9409025646051339, 0.12827621597922945, 33, 16.840024682934015, 92, 'High Risk'),
(56159, 86, 18, '55:45.9', 36.06184250490897, 99.85645653691662, 130, 86, 53, 'Female', 94.09335725971718, 1.795742020698611, 0.10738988211042616, 44, 29.17904500094185, 100.66666666666667, 'Low Risk'),
(56160, 68, 12, '54:45.9', 36.179976745783236, 95.79797898106887, 114, 72, 29, 'Male', 76.04626411330104, 1.6665323426650693, 0.06950703, 42, 27.38106842455036, 86, 'Low Risk'),
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(56162, 80, 14, '52:45.9', 37.39427905970291, 95.01083867201434, 123, 87, 27, 'Male', 68.13307282107552, 1.9885175105338908, 0.1284732920761789, 36, 17.230549861035637, 99, 'High Risk'),
(56163, 94, 12, '51:45.9', 37.13524649, 99.05819541669983, 116, 71, 37, 'Male', 64.91017856078713, 1.9463796261503081, 0.080141127, 45, 17.133958234864902, 86, 'High Risk'),
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(56165, 81, 18, '49:45.9', 37.476648436611626, 95.41844187899024, 118, 88, 28, 'Female', 89.68711609773922, 1.7779804321501695, 0.057632415, 30, 28.371095491764457, 98, 'Low Risk'),
(56166, 94, 19, '48:45.9', 36.86037732151697, 98.33435262020824, 139, 83, 71, 'Male', 58.72833834042361, 1.6155866762026376, 0.12955099768295777, 56, 22.50024190576318, 101.66666666666666, 'High Risk'),
(56167, 69, 15, '47:45.9', 36.79963134, 95.38455456672258, 116, 86, 39, 'Male', 87.39628889340133, 1.7356923011025767, 0.052166751, 30, 29.009985878329804, 96, 'Low Risk'),
(56168, 88, 16, '46:45.9', 37.002574591569655, 98.14030184999494, 110, 72, 71, 'Male', 86.90512797666557, 1.5621923062489438, 0.058938038, 38, 35.610364109037455, 84.66666666666667, 'High Risk'),
(56169, 98, 18, '45:45.9', 36.53271996201358, 95.89260471783399, 128, 79, 66, 'Female', 61.59903574234102, 1.6393151830912867, 0.1337756157309734, 49, 22.92181438120913, 95.33333333333333, 'High Risk'),
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(56172, 97, 12, '42:45.9', 36.887812719489155, 98.84192401999728, 117, 81, 21, 'Male', 93.73224444076999, 1.7670252998495481, 0.094252878, 36, 30.019501842351136, 93, 'High Risk'),
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(56177, 94, 17, '37:45.9', 37.249604296239355, 96.17871914115896, 114, 79, 85, 'Female', 99.47313674208222, 1.9305355625663727, 0.078935122, 35, 26.690099976765644, 90.66666666666667, 'High Risk'),
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(56180, 98, 12, '34:45.9', 36.021854077295274, 99.20786738002539, 136, 71, 88, 'Female', 64.10688366913236, 1.7455216719537474, 0.10658886283251104, 65, 21.040408875412655, 92.66666666666666, 'High Risk'),
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(56182, 88, 18, '32:45.9', 36.617031131022166, 95.96649425, 117, 73, 62, 'Female', 99.30353357009622, 1.6127802310835802, 0.060848842104354206, 44, 38.17810076, 87.66666666666667, 'High Risk'),
(56183, 60, 13, '31:45.9', 37.39826415421263, 99.25363293213724, 128, 83, 72, 'Male', 64.09836778126287, 1.913389013427546, 0.068011709, 45, 17.508156451731487, 98, 'High Risk'),
(56184, 94, 13, '30:45.9', 36.328700881348496, 95.96571932201525, 110, 72, 59, 'Female', 59.957522060840844, 1.989253297217788, 0.076213329, 38, 15.15177465833347, 84.66666666666667, 'High Risk'),
(56185, 93, 14, '29:45.9', 36.18379151107462, 95.47983613, 113, 74, 77, 'Male', 54.40453902926302, 1.8082580277352998, 0.10500795036289481, 39, 16.638506136858645, 87, 'High Risk'),
(56186, 92, 15, '28:45.9', 36.045879914820105, 95.59142688389525, 129, 81, 67, 'Male', 81.92019798710047, 1.6987941893032208, 0.058624625941347756, 48, 28.386343878217623, 97, 'High Risk'),
(56187, 89, 19, '27:45.9', 36.218210122258654, 99.66261522065055, 131, 73, 49, 'Female', 57.22183786030869, 1.6109903315833778, 0.091679649, 58, 22.048341881493776, 92.33333333333333, 'Low Risk'),
(56188, 96, 16, '26:45.9', 36.414369999944064, 96.04422048, 113, 77, 77, 'Male', 90.46428019138733, 1.832170290538397, 0.11381494597288025, 36, 26.949174018212943, 89, 'High Risk'),
(56189, 95, 19, '25:45.9', 36.39064443352134, 98.50573464, 130, 73, 35, 'Male', 82.65210135774518, 1.743909914773597, 0.13736893980966297, 57, 27.177268559147933, 92, 'High Risk'),
(56190, 72, 17, '24:45.9', 36.11186749681834, 95.99075861316992, 133, 89, 42, 'Male', 58.67851274802291, 1.771839733443417, 0.12492858086966384, 44, 18.690900467326017, 103.66666666666667, 'Low Risk'),
(56191, 76, 13, '23:45.9', 37.137466239672314, 99.96533594872423, 115, 71, 77, 'Female', 87.85478944249334, 1.9196139796741871, 0.0919994, 44, 23.841722793474524, 85.66666666666667, 'Low Risk'),
(56192, 80, 18, '22:45.9', 36.74702572239084, 96.69728444776923, 126, 85, 88, 'Male', 83.21600412334959, 1.6730720663467702, 0.11622907783354303, 41, 29.72881246419496, 98.66666666666667, 'Low Risk'),
(56193, 94, 14, '21:45.9', 36.76931472671566, 96.52523912405414, 136, 73, 20, 'Female', 90.14693426666585, 1.6443189988514948, 0.089764023, 63, 33.34101463963678, 94, 'High Risk'),
(56194, 68, 12, '20:45.9', 36.88632794119598, 99.76045843558707, 112, 76, 70, 'Female', 75.47248251141448, 1.9820993618142042, 0.1216884362969631, 36, 19.210461227979877, 88, 'Low Risk'),
(56195, 86, 14, '19:45.9', 36.96766091677653, 98.81845045984078, 127, 85, 68, 'Male', 94.23185080713954, 1.8016604230373328, 0.081668292, 42, 29.03032140691521, 99, 'Low Risk'),
(56196, 97, 14, '18:45.9', 36.53307398, 99.18134780617874, 138, 70, 57, 'Male', 59.758068886297295, 1.8915120704173365, 0.081127145, 68, 16.70237847, 92.66666666666666, 'High Risk'),
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(56374, 72, 15, '20:45.9', 36.82554789270143, 99.95071073838294, 119, 74, 68, 'Female', 69.68677047151519, 1.9845825346443111, 0.054247959, 45, 17.69342902263289, 89, 'High Risk'),
(56375, 68, 16, '19:45.9', 36.63541850014411, 97.39802128862826, 131, 89, 38, 'Female', 73.48268731034756, 1.5163506073331692, 0.081378299, 42, 31.958454680566927, 103, 'High Risk'),
(56376, 73, 14, '18:45.9', 36.614584239805545, 97.55311408452195, 114, 74, 50, 'Female', 91.53731335260842, 1.5793602477769615, 0.13081263091632972, 40, 36.69743891, 87.33333333333333, 'High Risk'),
(56377, 80, 12, '17:45.9', 37.36917585634778, 95.29830176122174, 128, 70, 33, 'Female', 60.22862790155723, 1.569272913359585, 0.14731950555626858, 58, 24.45715929240127, 89.33333333333333, 'Low Risk'),
(56378, 63, 16, '16:45.9', 36.125804504602456, 99.72221711921799, 117, 72, 37, 'Female', 72.31616111642884, 1.5233118158732806, 0.092079622, 45, 31.164326242563444, 87, 'High Risk'),
(56379, 67, 12, '15:45.9', 37.30783421739357, 96.85442177895277, 123, 84, 67, 'Male', 63.576190338800956, 1.6854297447166884, 0.064284082, 39, 22.380675579689996, 97, 'Low Risk'),
(56380, 89, 14, '14:45.9', 37.34194445146292, 96.38020781585823, 130, 87, 63, 'Female', 86.20500615288674, 1.963709760770828, 0.061879408602336844, 43, 22.35516550786403, 101.33333333333333, 'Low Risk'),
(56381, 71, 15, '13:45.9', 37.33753774, 97.9893003, 134, 77, 22, 'Male', 91.03933747376871, 1.935444032296951, 0.1095607025455404, 57, 24.30344584510615, 96, 'Low Risk'),
(56382, 95, 18, '12:45.9', 37.406733923861964, 99.10956757884081, 136, 79, 50, 'Male', 89.92363482645659, 1.9704852020876387, 0.09955897, 57, 23.15941034731698, 98, 'High Risk'),
(56383, 81, 15, '11:45.9', 37.47406498099122, 95.77882141787595, 134, 84, 53, 'Male', 72.08290171356491, 1.8125958253752281, 0.081450911, 50, 21.939681070339965, 100.66666666666666, 'Low Risk'),
(56384, 77, 17, '10:45.9', 36.490456038807345, 95.52462846901365, 132, 86, 35, 'Male', 85.65188475801722, 1.8243115545304331, 0.060803376, 46, 25.73587309602119, 101.33333333333333, 'Low Risk'),
(56385, 60, 16, '09:45.9', 36.81858739369353, 96.66032293977842, 115, 75, 30, 'Female', 84.14985777426901, 1.6970392648971728, 0.087605569, 40, 29.219286355186078, 88.33333333333333, 'Low Risk'),
(56386, 90, 18, '08:45.9', 36.823744424889846, 95.06128879378986, 131, 84, 20, 'Female', 76.91562433584897, 1.8491660530277667, 0.12015516892932482, 47, 22.49379565622664, 99.66666666666667, 'Low Risk'),
(56387, 86, 15, '07:45.9', 37.396534124048955, 95.45295752107843, 125, 80, 50, 'Male', 81.90267299762348, 1.895888545, 0.12731095117249502, 45, 22.78622966637356, 95, 'Low Risk'),
(56388, 83, 17, '06:45.9', 36.073986460395176, 95.26582032522032, 115, 77, 40, 'Male', 52.72523985003074, 1.8174167077063001, 0.12962375337809381, 38, 15.962816878165084, 89.66666666666667, 'High Risk'),
(56389, 83, 19, '05:45.9', 36.339060945308994, 96.65463077504968, 139, 70, 28, 'Female', 76.67733425589418, 1.7995804942198261, 0.097209869, 69, 23.67687882845875, 93, 'Low Risk'),
(56390, 61, 12, '04:45.9', 36.464823847411864, 98.55623296776507, 135, 78, 27, 'Male', 52.21926792151882, 1.7188859006688164, 0.14095484820743437, 57, 17.674074467476046, 97, 'High Risk'),
(56391, 60, 12, '03:45.9', 37.33503242461746, 98.50541280908965, 137, 71, 70, 'Male', 82.89694066973274, 1.6793396855819196, 0.12253917689837425, 66, 29.394183477903702, 93, 'Low Risk'),
(56392, 62, 13, '02:45.9', 37.309398059823664, 95.76936250586566, 119, 78, 67, 'Male', 63.31710543836364, 1.8589285038258692, 0.085649062, 41, 18.322961932224175, 91.66666666666667, 'High Risk'),
(56393, 85, 12, '01:45.9', 37.27880051609257, 99.18311119456092, 133, 73, 57, 'Female', 96.81722098178491, 1.777060864172269, 0.12802274724777013, 60, 30.65829560846026, 93, 'High Risk'),
(56394, 73, 14, '00:45.9', 37.07679050860186, 98.72360773267717, 134, 87, 83, 'Female', 63.647982723730706, 1.6684880469869923, 0.1302927206404514, 47, 22.863275212104895, 102.66666666666667, 'Low Risk'),
(56395, 71, 14, '59:45.9', 36.10642442216952, 98.25164749599811, 139, 72, 75, 'Female', 89.17885835349952, 1.9869272300807133, 0.078932821, 67, 22.589050952137434, 94.33333333333333, 'Low Risk'),
(56396, 81, 18, '58:45.9', 37.44090652173345, 97.41500874845495, 126, 85, 35, 'Female', 74.95836387605472, 1.6976191841691002, 0.11201106339755315, 41, 26.009951945487582, 98.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(56397, 91, 18, '57:45.9', 36.762722863285205, 95.54006664220334, 111, 70, 61, 'Male', 65.16146105923531, 1.8537546089926709, 0.057800816, 41, 18.962095342653015, 83.66666666666667, 'High Risk'),
(56398, 65, 17, '56:45.9', 37.12189777618343, 97.79866533476091, 130, 79, 59, 'Female', 99.79495152963344, 1.986265859, 0.093458294, 51, 25.294949470985987, 96, 'Low Risk'),
(56399, 83, 12, '55:45.9', 36.83484915167434, 95.73546291198787, 125, 76, 38, 'Male', 81.94574131254059, 1.600352862521167, 0.056442746641389666, 49, 31.995940933527965, 92.33333333333333, 'High Risk'),
(56400, 78, 14, '54:45.9', 37.49082704329174, 96.80373691864959, 115, 86, 75, 'Female', 98.09121585279895, 1.8583826587074186, 0.050606273957633396, 29, 28.40271324845316, 95.66666666666667, 'Low Risk'),
(56401, 76, 16, '53:45.9', 36.389780218218505, 96.47309570295829, 119, 73, 58, 'Female', 74.66528362160372, 1.8125306732655109, 0.092030004, 46, 22.727307578608876, 88.33333333333333, 'Low Risk'),
(56402, 93, 13, '52:45.9', 36.80227844115645, 97.19871782940308, 130, 84, 50, 'Female', 72.80080011280415, 1.5521908610997932, 0.069931642, 46, 30.21662175701782, 99.33333333333333, 'High Risk'),
(56403, 98, 13, '51:45.9', 36.349456154213904, 99.61382000513858, 113, 77, 68, 'Female', 79.87927011594594, 1.6377384552243868, 0.10729661889200817, 36, 29.781392102219883, 89, 'High Risk'),
(56404, 67, 14, '50:45.9', 37.055606066411045, 99.88383592, 126, 77, 60, 'Female', 50.44395437026215, 1.583179864337343, 0.070021115, 49, 20.125589438465752, 93.33333333333333, 'Low Risk'),
(56405, 62, 13, '49:45.9', 36.39237477, 99.61566074240497, 127, 81, 30, 'Female', 52.177611579642665, 1.6287529544272212, 0.074560631, 46, 19.668614234108865, 96.33333333333333, 'Low Risk'),
(56406, 60, 14, '48:45.9', 36.97340494307898, 96.25084991, 116, 80, 46, 'Female', 79.06639690090402, 1.571272462792835, 0.12013795374357253, 36, 32.02498606564143, 92, 'High Risk'),
(56407, 77, 12, '47:45.9', 36.60711514832326, 99.90036952800564, 110, 74, 78, 'Male', 65.39597048964525, 1.7018599603994513, 0.099098606, 36, 22.578929504770905, 86, 'Low Risk'),
(56408, 62, 15, '46:45.9', 36.73226112164837, 97.07899468476347, 131, 79, 72, 'Male', 84.24154690607845, 1.953536144050448, 0.13111485697606262, 52, 22.07412163475402, 96.33333333333333, 'Low Risk'),
(56409, 89, 19, '45:45.9', 37.18277814872417, 98.54386252, 123, 82, 43, 'Male', 66.67902844423294, 1.551163835, 0.14125567429301114, 41, 27.71238613926064, 95.66666666666667, 'Low Risk'),
(56410, 81, 12, '44:45.9', 36.971391297278075, 99.14675593535408, 135, 88, 36, 'Male', 60.86940797202917, 1.61537749, 0.1293702378552135, 47, 23.326577537092454, 103.66666666666667, 'Low Risk'),
(56411, 73, 12, '43:45.9', 36.355465121296284, 95.73849030936759, 114, 78, 54, 'Female', 68.43901112166456, 1.683834171296739, 0.052623887171612295, 36, 24.13821150167007, 90, 'Low Risk'),
(56412, 90, 15, '42:45.9', 36.74468281138109, 97.03603283851878, 128, 73, 30, 'Male', 86.21348110132965, 1.8073405238666262, 0.10597171925787377, 55, 26.393392028314157, 91.33333333333333, 'Low Risk'),
(56413, 76, 15, '41:45.9', 36.25738618781566, 97.81130006998434, 110, 88, 32, 'Male', 54.871298339985835, 1.9888510901359218, 0.11970973355302499, 22, 13.872051772097674, 95.33333333333333, 'High Risk'),
(56414, 70, 12, '40:45.9', 36.815066735819784, 97.35924559, 134, 77, 28, 'Male', 75.13318349791322, 1.6503538224583423, 0.066587121, 57, 27.585296992629505, 96, 'Low Risk'),
(56415, 80, 16, '39:45.9', 36.82310075236412, 98.83473779, 121, 76, 48, 'Female', 96.50226644, 1.520940275855534, 0.060525797, 45, 41.717011788668934, 91, 'High Risk'),
(56416, 71, 19, '38:45.9', 36.786981412025064, 99.86866638223812, 131, 74, 46, 'Female', 95.56938458, 1.9166253478591826, 0.13711437056688608, 57, 26.016228261310903, 93, 'Low Risk'),
(56417, 75, 12, '37:45.9', 36.47688371791601, 96.28441276585285, 129, 72, 47, 'Male', 95.58896117266337, 1.9951743248569023, 0.12059870534587551, 57, 24.012979332234725, 91, 'Low Risk'),
(56418, 97, 17, '36:45.9', 37.189357511940955, 99.36003481990413, 119, 89, 39, 'Male', 58.260418199718046, 1.6670934335985317, 0.070219047, 30, 20.963013592228588, 99, 'High Risk'),
(56419, 67, 15, '35:45.9', 36.520037259640596, 98.26726937573211, 126, 81, 80, 'Female', 97.32734094763771, 1.579840057290194, 0.068490951, 45, 38.99497225946253, 96, 'High Risk'),
(56420, 73, 17, '34:45.9', 36.07812546558576, 95.83591349684225, 116, 76, 55, 'Female', 63.16232045112655, 1.6565665330808956, 0.054100156, 40, 23.01655441848146, 89.33333333333333, 'Low Risk'),
(56421, 86, 17, '33:45.9', 36.57259662458143, 98.20952971265073, 112, 77, 69, 'Male', 79.99549232604586, 1.735720901835208, 0.10134598414190901, 35, 26.552519037794244, 88.66666666666667, 'Low Risk'),
(56422, 89, 16, '32:45.9', 36.708266764120026, 98.44211981566974, 130, 82, 51, 'Female', 69.40467615, 1.6801249631727775, 0.057756807210784626, 48, 24.58700122816229, 98, 'Low Risk'),
(56423, 66, 19, '31:45.9', 37.147807622230566, 98.95432595660625, 116, 77, 33, 'Female', 69.36176378374121, 1.962818286204433, 0.10110775558105747, 39, 18.003624133908755, 90, 'High Risk'),
(56424, 92, 16, '30:45.9', 37.46083246575685, 99.72297657983576, 128, 85, 73, 'Female', 84.93908632063645, 1.700211302849811, 0.12817595403246332, 43, 29.383382392531622, 99.33333333333333, 'High Risk'),
(56425, 86, 17, '29:45.9', 37.19914170940056, 97.88748648966683, 127, 79, 77, 'Male', 96.03446638429213, 1.6538796397151188, 0.083221378, 48, 35.10907002623606, 95, 'High Risk'),
(56426, 77, 17, '28:45.9', 36.25666291461067, 95.17091817384028, 121, 81, 50, 'Female', 78.08589784893294, 1.8085028702764498, 0.05098522, 40, 23.87449552266795, 94.33333333333333, 'Low Risk'),
(56427, 82, 17, '27:45.9', 36.65926888692848, 98.50620139965002, 128, 74, 62, 'Female', 96.47794782268963, 1.9497337771265357, 0.12218469277138641, 54, 25.379170660179838, 92, 'Low Risk'),
(56428, 64, 17, '26:45.9', 36.971016127680784, 99.21412358436271, 132, 71, 40, 'Female', 79.27493406, 1.9669761376552028, 0.14040430544099242, 61, 20.489799412519908, 91.33333333333333, 'Low Risk'),
(56429, 91, 14, '25:45.9', 37.49753293, 95.61752274025756, 114, 73, 19, 'Female', 82.26382561295023, 1.8391221507148332, 0.1180932459678622, 41, 24.32135416151547, 86.66666666666667, 'High Risk'),
(56430, 92, 19, '24:45.9', 36.04606800845276, 97.02877701711503, 126, 86, 22, 'Female', 99.60958967106666, 1.9010449627487944, 0.055568211, 40, 27.56235826906366, 99.33333333333333, 'High Risk'),
(56431, 64, 12, '23:45.9', 36.34055677422044, 98.14741543596416, 132, 85, 61, 'Female', 76.00469639870434, 1.780663212241364, 0.065859748, 47, 23.970486896496507, 100.66666666666667, 'Low Risk'),
(56432, 87, 19, '22:45.9', 36.04759652979798, 99.52648077386823, 111, 82, 34, 'Male', 99.94332968883721, 1.7191053556189448, 0.056976125333468464, 29, 33.81807069, 91.66666666666667, 'High Risk'),
(56433, 63, 18, '21:45.9', 37.09650263626179, 98.89295574, 112, 76, 73, 'Male', 95.44877220147609, 1.606757459265408, 0.085877583, 36, 36.971723524223556, 88, 'High Risk'),
(56434, 72, 12, '20:45.9', 36.801006385285945, 99.32285830904922, 137, 73, 79, 'Female', 96.74677499130702, 1.6026921981631477, 0.075236475, 64, 37.66485079074384, 94.33333333333333, 'High Risk'),
(56435, 61, 12, '19:45.9', 37.00106612965701, 97.89850472103441, 126, 82, 49, 'Female', 57.71878739114306, 1.8440852002371164, 0.07841899, 44, 16.97286799870526, 96.66666666666667, 'High Risk'),
(56436, 70, 16, '18:45.9', 36.32278453500248, 99.15996257990294, 127, 74, 83, 'Female', 52.787211485463544, 1.6228572368877616, 0.11062835314432592, 53, 20.04324742617074, 91.66666666666666, 'Low Risk'),
(56437, 60, 14, '17:45.9', 37.34930280543774, 98.25787081435274, 122, 82, 71, 'Female', 57.37792163738136, 1.894828521, 0.1486981385716299, 40, 15.98103809905578, 95.33333333333333, 'High Risk'),
(56438, 99, 19, '16:45.9', 37.258023370978925, 95.35240686471202, 113, 81, 73, 'Male', 67.63790406748636, 1.7106590553369085, 0.1338876074553365, 32, 23.113367261373316, 91.66666666666667, 'High Risk'),
(56439, 65, 17, '15:45.9', 36.51666438066321, 97.78069060103732, 113, 75, 86, 'Male', 92.68385175022367, 1.8024301574694357, 0.12348528140580796, 38, 28.529041678340054, 87.66666666666667, 'Low Risk'),
(56440, 68, 13, '14:45.9', 36.29294934499265, 95.25753006206287, 138, 81, 33, 'Male', 66.24821879479343, 1.9512942238252928, 0.14189360664787765, 57, 17.39917627, 100, 'High Risk'),
(56441, 77, 12, '13:45.9', 36.304775421769136, 96.38759813262807, 118, 70, 68, 'Female', 88.61405486, 1.9916826368195242, 0.052718999, 48, 22.338928352060204, 86, 'Low Risk'),
(56442, 83, 13, '12:45.9', 36.44763278978019, 95.46219571292092, 135, 72, 38, 'Male', 99.05998965, 1.527896410134368, 0.1059857404416821, 63, 42.43365658, 93, 'High Risk'),
(56443, 90, 18, '11:45.9', 37.23750720801527, 99.16576464296858, 116, 75, 51, 'Male', 65.54102872533205, 1.7679274639454439, 0.14777508726176392, 41, 20.969321044147456, 88.66666666666667, 'Low Risk'),
(56444, 87, 13, '10:45.9', 37.18777206509736, 95.85264788239238, 137, 89, 56, 'Female', 77.10344294465392, 1.7023284605544164, 0.12842559527845787, 48, 26.60645730041095, 105, 'Low Risk'),
(56445, 76, 17, '09:45.9', 36.76253241434947, 95.58390968188088, 120, 75, 73, 'Female', 99.09142973343108, 1.7098984861827293, 0.072268868, 45, 33.891862750265815, 90, 'High Risk'),
(56446, 62, 16, '08:45.9', 36.36849144084813, 96.25136203971364, 111, 80, 55, 'Male', 92.6991114, 1.5956069469594678, 0.1362468607126065, 31, 36.41025613840447, 90.33333333333333, 'High Risk'),
(56447, 95, 16, '07:45.9', 36.834784233092876, 96.76498554109787, 111, 70, 40, 'Female', 58.45520969221324, 1.549339272613547, 0.084405549, 41, 24.351749282389033, 83.66666666666667, 'High Risk'),
(56448, 95, 14, '06:45.9', 36.91146792564381, 99.11467447504874, 125, 87, 71, 'Female', 97.49481627980623, 1.5605303523011345, 0.065530138, 38, 40.03474669484769, 99.66666666666667, 'High Risk'),
(56449, 94, 13, '05:45.9', 36.04056800220489, 98.40502616, 120, 79, 73, 'Male', 62.75741742228709, 1.6539032178693442, 0.10413180335948957, 41, 22.942718630180554, 92.66666666666667, 'High Risk'),
(56450, 63, 15, '04:45.9', 36.679115821524114, 99.97881584658721, 122, 84, 45, 'Male', 99.07229582160625, 1.6613750533340914, 0.13720793591601393, 38, 35.89358665, 96.66666666666667, 'High Risk'),
(56451, 60, 17, '03:45.9', 37.00067697627211, 97.53899818144721, 139, 87, 35, 'Male', 57.71218831205718, 1.772228704603992, 0.14797696612479122, 52, 18.375027979678183, 104.33333333333333, 'High Risk'),
(56452, 63, 19, '02:45.9', 37.17394380775924, 96.60590303076468, 124, 77, 61, 'Female', 78.2076612, 1.7530594580782481, 0.10500886714767975, 47, 25.448137701715215, 92.66666666666667, 'Low Risk'),
(56453, 84, 19, '01:45.9', 36.00102392803592, 97.72200510724988, 117, 81, 34, 'Male', 86.21383759321091, 1.7791989086086202, 0.097023493, 36, 27.23503702764559, 93, 'Low Risk'),
(56454, 96, 16, '00:45.9', 37.06876181, 97.77636290190048, 134, 74, 69, 'Male', 90.01312337575862, 1.851469165906216, 0.065819866, 60, 26.258678388354127, 94, 'High Risk'),
(56455, 65, 17, '59:45.9', 37.07489723787905, 96.50870106107132, 126, 82, 52, 'Female', 60.087367303717365, 1.9576236299654846, 0.14909357011910682, 44, 15.679231730076214, 96.66666666666667, 'High Risk'),
(56456, 65, 17, '58:45.9', 37.18842830900942, 98.01262943466033, 126, 79, 68, 'Female', 62.046414749212936, 1.5384113363207157, 0.05330829, 47, 26.21632115370746, 94.66666666666667, 'Low Risk'),
(56457, 74, 15, '57:45.9', 36.65352611093754, 97.69230517819874, 133, 72, 30, 'Male', 65.38416595, 1.762655731700954, 0.086451689, 61, 21.044450639610417, 92.33333333333333, 'Low Risk'),
(56458, 90, 18, '56:45.9', 36.83696762700631, 97.72667044179639, 133, 73, 65, 'Male', 75.34941825300494, 1.7310870906724545, 0.14686377623290275, 60, 25.144445817120378, 93, 'Low Risk'),
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(56635, 84, 12, '59:45.9', 36.77537136, 97.53127486216857, 133, 88, 50, 'Male', 86.92684076, 1.5677733328669958, 0.06345853, 45, 35.36611461107844, 103, 'High Risk'),
(56636, 88, 14, '58:45.9', 37.177702691514256, 98.60621429985105, 133, 86, 60, 'Male', 57.762608143081344, 1.8157232725650718, 0.087737558, 47, 17.520539478028287, 101.66666666666667, 'High Risk'),
(56637, 72, 12, '57:45.9', 36.62945551090657, 95.34270408397092, 128, 82, 62, 'Male', 51.10653482255009, 1.5507932900634798, 0.097233205, 46, 21.250473382875654, 97.33333333333333, 'Low Risk'),
(56638, 90, 19, '56:45.9', 36.56956486095496, 98.83543663321808, 123, 79, 68, 'Male', 56.75560219484935, 1.6158257301774945, 0.091333846, 44, 21.738005637622894, 93.66666666666667, 'Low Risk'),
(56639, 94, 17, '55:45.9', 37.16294127627942, 96.98450099490873, 117, 74, 74, 'Male', 84.56759462226069, 1.7443525405742533, 0.14441788206920758, 43, 27.79300168836625, 88.33333333333333, 'High Risk'),
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(56643, 92, 18, '51:45.9', 36.75080806286229, 95.99596960132135, 136, 71, 60, 'Male', 90.39514506, 1.759987594813005, 0.10005288159053531, 65, 29.18272835531589, 92.66666666666666, 'High Risk'),
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(56645, 61, 13, '49:45.9', 36.780138127183136, 98.67690980266558, 112, 77, 85, 'Male', 96.43273383200156, 1.901151963323335, 0.087984904, 35, 26.680306491824304, 88.66666666666667, 'Low Risk'),
(56646, 87, 17, '48:45.9', 36.56186994154038, 95.13432059835051, 136, 72, 53, 'Female', 57.15338451648747, 1.5468215873282625, 0.095158686, 64, 23.886994235486316, 93.33333333333333, 'Low Risk'),
(56647, 82, 12, '47:45.9', 36.80767048495556, 97.57088517669972, 135, 83, 20, 'Female', 91.68457585145339, 1.8025666425363034, 0.050051125, 52, 28.217180761543993, 100.33333333333333, 'Low Risk'),
(56648, 66, 19, '46:45.9', 36.43342901032357, 95.93467376307211, 116, 75, 51, 'Male', 93.27298910021693, 1.9690227150568487, 0.058902499, 41, 24.057718682056766, 88.66666666666667, 'Low Risk'),
(56649, 60, 16, '45:45.9', 37.48918419, 96.19500231578559, 127, 82, 28, 'Female', 91.57465191404974, 1.853238376, 0.054145669527995204, 45, 26.66322679497169, 97, 'Low Risk'),
(56650, 95, 12, '44:45.9', 36.026214404162076, 98.73367393347777, 126, 76, 54, 'Male', 74.22300882718065, 1.5378113122864843, 0.07143257, 50, 31.38574581, 92.66666666666666, 'High Risk'),
(56651, 69, 12, '43:45.9', 37.19840490621051, 97.58849234091012, 116, 77, 47, 'Male', 62.59735775595951, 1.9936324477008567, 0.090034549, 39, 15.74946533986306, 90, 'High Risk'),
(56652, 63, 19, '42:45.9', 36.57788839622714, 96.12697632, 124, 78, 60, 'Male', 73.86756515669538, 1.963079325870903, 0.10100858117940575, 46, 19.168056696257565, 93.33333333333333, 'Low Risk'),
(56653, 72, 15, '41:45.9', 37.122987630780884, 98.18094045030729, 120, 88, 89, 'Male', 85.45102664659252, 1.9107476121799905, 0.11624324442788557, 32, 23.405107157684853, 98.66666666666667, 'Low Risk'),
(56654, 67, 12, '40:45.9', 36.326719233455535, 97.68148693, 126, 71, 18, 'Female', 98.91791502794928, 1.5683449187894773, 0.099675239, 55, 40.21534431, 89.33333333333333, 'High Risk'),
(56655, 77, 15, '39:45.9', 36.546147935113844, 98.94150571024203, 131, 72, 49, 'Female', 82.52515796, 1.807565629679064, 0.10697187578339261, 59, 25.257956721106144, 91.66666666666666, 'Low Risk'),
(56656, 88, 17, '38:45.9', 36.95365445, 97.42406502371696, 137, 74, 33, 'Male', 95.70620010985739, 1.5296710049086713, 0.13938505364258874, 63, 40.90194912068446, 95, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(56658, 64, 19, '36:45.9', 36.31978857388316, 95.44848293740404, 127, 71, 20, 'Male', 63.91271912118118, 1.6254947429864481, 0.06323494, 56, 24.188902062618183, 89.66666666666666, 'Low Risk'),
(56659, 76, 14, '35:45.9', 37.18809722311077, 95.22782049, 134, 71, 60, 'Male', 90.43430519808001, 1.9678376010317895, 0.1240309904910053, 63, 23.35364621738668, 92, 'Low Risk'),
(56660, 64, 18, '34:45.9', 36.038789530539766, 99.62922963597869, 137, 70, 70, 'Female', 99.68166022115065, 1.9718776339218878, 0.083270614, 67, 25.63629973234701, 92.33333333333333, 'Low Risk'),
(56661, 98, 16, '33:45.9', 36.00800387, 96.99609612812813, 111, 70, 62, 'Female', 85.72826753693437, 1.7776258928104574, 0.10863002413399575, 41, 27.12959510220779, 83.66666666666667, 'High Risk'),
(56662, 84, 18, '32:45.9', 37.06825026797141, 97.47624940506184, 114, 88, 23, 'Male', 52.23311095642177, 1.5644024480262968, 0.12528152337799067, 26, 21.34267833745939, 96.66666666666667, 'Low Risk'),
(56663, 98, 14, '31:45.9', 36.245390689757855, 99.73417348142226, 116, 88, 81, 'Male', 76.15123648846594, 1.6185170630721633, 0.073222784, 28, 29.06982350128393, 97.33333333333333, 'High Risk'),
(56664, 74, 12, '30:45.9', 36.878211961680435, 96.18823272446754, 139, 71, 50, 'Male', 66.95599232929787, 1.7342191718710067, 0.10721686292625081, 68, 22.26288714661992, 93.66666666666666, 'Low Risk'),
(56665, 86, 15, '29:45.9', 37.057687878420914, 98.73001277816988, 136, 71, 33, 'Female', 59.86299173854748, 1.5926583393685174, 0.13702086527365365, 65, 23.600063830483844, 92.66666666666666, 'Low Risk'),
(56666, 72, 15, '28:45.9', 36.196788009888344, 95.62576967696158, 127, 72, 27, 'Female', 76.80574836374475, 1.849278522, 0.13413785559418095, 55, 22.45893062381989, 90.33333333333333, 'Low Risk'),
(56667, 98, 18, '27:45.9', 36.701542329957896, 96.76320560527037, 121, 75, 85, 'Male', 54.59419315706226, 1.5872354131254753, 0.13536569835169693, 46, 21.670242079498255, 90.33333333333333, 'High Risk'),
(56668, 95, 18, '26:45.9', 36.326944831451804, 96.09519578218699, 113, 83, 85, 'Female', 98.52615043170964, 1.838266229606337, 0.12261888513638118, 30, 29.15645350347926, 93, 'High Risk'),
(56669, 91, 12, '25:45.9', 37.12235332, 97.17751121804196, 130, 71, 23, 'Female', 68.70603509194893, 1.9463890183517518, 0.1276530308520378, 59, 18.13575314, 90.66666666666666, 'High Risk'),
(56670, 87, 16, '24:45.9', 37.37840894504377, 99.41878651, 111, 85, 66, 'Female', 65.67725364326131, 1.863910253899086, 0.12788137479939846, 26, 18.90449102, 93.66666666666667, 'Low Risk'),
(56671, 91, 12, '23:45.9', 36.60732385617283, 97.27461456023407, 113, 81, 33, 'Male', 89.74388, 1.9857880125824303, 0.099677131, 32, 22.75826093588144, 91.66666666666667, 'High Risk'),
(56672, 84, 18, '22:45.9', 36.64815784, 98.20752558592169, 134, 78, 52, 'Female', 68.6363158, 1.6227829963654599, 0.11217044799720675, 56, 26.063519877297068, 96.66666666666666, 'Low Risk'),
(56673, 90, 14, '21:45.9', 36.365791017554265, 96.63832616275167, 130, 72, 68, 'Female', 92.89657906752801, 1.5769820968855193, 0.13471929034471306, 58, 37.35478107594829, 91.33333333333333, 'High Risk'),
(56674, 76, 19, '20:45.9', 36.20069544802961, 98.16512046423335, 116, 82, 21, 'Male', 54.829162530382405, 1.985210534915695, 0.076440237, 34, 13.912285135306245, 93.33333333333333, 'High Risk'),
(56675, 99, 19, '19:45.9', 37.35821891926002, 97.36112297788836, 136, 80, 69, 'Female', 94.38435680846911, 1.7315803364106865, 0.061315842, 56, 31.478550773545663, 98.66666666666666, 'High Risk'),
(56676, 73, 16, '18:45.9', 37.42634440138756, 99.22707023888084, 138, 71, 29, 'Female', 70.17136529930787, 1.7576907342283081, 0.119532152, 67, 22.71302609559231, 93.33333333333333, 'Low Risk'),
(56677, 79, 14, '17:45.9', 37.22188078046645, 96.25526749061032, 112, 76, 71, 'Female', 63.90476575521752, 1.7004231231477196, 0.06341347, 36, 22.101372439654366, 88, 'Low Risk'),
(56678, 90, 18, '16:45.9', 36.92949712042812, 95.32263206092439, 120, 76, 67, 'Male', 83.87697488783368, 1.652479872585628, 0.1148691523714375, 44, 30.716406184058243, 90.66666666666667, 'High Risk'),
(56679, 84, 14, '15:45.9', 36.26414354601516, 97.59455098808571, 114, 72, 85, 'Female', 85.61085037696897, 1.860632705265754, 0.055428782, 42, 24.729054400107472, 86, 'Low Risk'),
(56680, 88, 19, '14:45.9', 36.109245186315675, 98.02464388219595, 126, 77, 37, 'Male', 96.09891872310014, 1.9048900042072643, 0.13192190849535285, 49, 26.48370217833429, 93.33333333333333, 'Low Risk'),
(56681, 73, 12, '13:45.9', 36.81573772061684, 95.58096597, 122, 87, 83, 'Female', 53.98044669115076, 1.5288789676287644, 0.11352029530256919, 35, 23.093526745186484, 98.66666666666667, 'Low Risk'),
(56682, 63, 15, '12:45.9', 36.785339518809366, 99.07110851, 113, 74, 29, 'Male', 61.87068950277387, 1.6853370796549947, 0.13950716911336292, 39, 21.78268464223845, 87, 'Low Risk'),
(56683, 92, 14, '11:45.9', 36.13815056277374, 98.56111392608824, 123, 73, 60, 'Female', 93.76642109163251, 1.8033930446717445, 0.098077517, 50, 28.83145495974392, 89.66666666666666, 'High Risk'),
(56684, 98, 18, '10:45.9', 36.23493226003975, 99.47228792, 119, 81, 71, 'Female', 83.79364382057534, 1.5119707940320903, 0.10747126854743713, 38, 36.654244461379804, 93.66666666666667, 'High Risk'),
(56685, 96, 19, '09:45.9', 36.88074377765654, 96.70781561025716, 131, 87, 33, 'Female', 85.63363486443217, 1.8377161486285742, 0.086889841, 44, 25.35639540508077, 101.66666666666667, 'High Risk'),
(56686, 91, 19, '08:45.9', 36.15816007530959, 97.80046641483746, 128, 82, 42, 'Male', 70.53359220661333, 1.838621104794653, 0.10602572930667423, 46, 20.864670028200457, 97.33333333333333, 'High Risk'),
(56687, 98, 16, '07:45.9', 36.068324480254745, 98.53993847245233, 132, 77, 51, 'Female', 89.67942584049783, 1.8750203574728366, 0.071790035, 55, 25.508260555654083, 95.33333333333333, 'High Risk'),
(56688, 76, 19, '06:45.9', 37.110460629399235, 99.72403436679234, 128, 71, 43, 'Female', 98.07195569902623, 1.6901665078621968, 0.053896868, 57, 34.33095248932258, 90, 'High Risk'),
(56689, 71, 13, '05:45.9', 36.980171184560795, 95.20355134, 133, 81, 31, 'Male', 70.23176646953527, 1.691985160245808, 0.11037186898186771, 52, 24.532425720124788, 98.33333333333333, 'Low Risk'),
(56690, 99, 13, '04:45.9', 37.12174457247828, 96.28876605689607, 128, 73, 21, 'Female', 94.66390574697047, 1.5836435234579629, 0.085656935, 55, 37.74588053866779, 91.33333333333333, 'High Risk'),
(56691, 87, 15, '03:45.9', 36.80439427, 95.52102245864293, 129, 74, 27, 'Female', 94.47446218189089, 1.7779704827055747, 0.089700251, 55, 29.88583090833794, 92.33333333333333, 'Low Risk'),
(56692, 78, 16, '02:45.9', 36.634332157230425, 99.15880353022429, 137, 83, 57, 'Female', 70.70847868926421, 1.7898957977486307, 0.095388685, 54, 22.070694357556317, 101, 'Low Risk'),
(56693, 84, 12, '01:45.9', 36.425835412922595, 99.67303914985868, 137, 74, 83, 'Female', 89.66055007696241, 1.5610476147429375, 0.094753744, 63, 36.79333027714356, 95, 'High Risk'),
(56694, 64, 13, '00:45.9', 36.234051783842986, 99.94190840836279, 115, 84, 41, 'Female', 99.10505719712133, 1.7832671180001076, 0.13880416277314606, 31, 31.164704498343553, 94.33333333333333, 'High Risk'),
(56695, 90, 12, '59:45.9', 36.49745797867769, 97.72217837357839, 116, 79, 36, 'Female', 67.87855906, 1.7549826481165243, 0.09205992, 37, 22.038750116210004, 91.33333333333333, 'Low Risk'),
(56696, 92, 13, '58:45.9', 36.83125248550274, 95.47204670219833, 126, 87, 19, 'Female', 81.57855181706302, 1.9978915331611604, 0.096665419, 39, 20.437707468090448, 100, 'High Risk'),
(56697, 92, 12, '57:45.9', 36.118489819657434, 95.92484176217746, 131, 83, 69, 'Female', 87.60396635511268, 1.6889141231923959, 0.11373611633816766, 48, 30.712037889682293, 99, 'High Risk'),
(56698, 97, 16, '56:45.9', 36.74222629026699, 99.44140618203086, 130, 82, 23, 'Male', 59.55849544464099, 1.8729886131902358, 0.084863327, 48, 16.97748846095159, 98, 'High Risk'),
(56699, 65, 12, '55:45.9', 37.085012130121285, 99.54092078699892, 128, 73, 36, 'Male', 85.55035274060828, 1.9413758560084577, 0.081431592, 55, 22.698782118162633, 91.33333333333333, 'Low Risk'),
(56700, 68, 17, '54:45.9', 37.48982072597668, 98.36946247951325, 138, 80, 29, 'Male', 72.88692693074474, 1.6686969739738424, 0.11771693112187168, 58, 26.175481725176315, 99.33333333333333, 'Low Risk'),
(56701, 76, 18, '53:45.9', 37.29629917792566, 99.03177499019125, 113, 76, 81, 'Female', 92.57001727682572, 1.655135297078809, 0.10158753680205787, 37, 33.791178920257614, 88.33333333333333, 'High Risk'),
(56702, 74, 12, '52:45.9', 36.259441298197125, 98.04898734334465, 124, 89, 47, 'Male', 75.95969923216224, 1.9400805320351502, 0.14920408974272847, 35, 20.181048263427037, 100.66666666666667, 'Low Risk'),
(56703, 93, 18, '51:45.9', 37.11752489920748, 98.68323950403271, 115, 76, 29, 'Male', 98.83178465413766, 1.8929518271125345, 0.067020204, 39, 27.58147666402723, 89, 'High Risk'),
(56704, 81, 16, '50:45.9', 36.321925078369155, 98.22498523, 131, 79, 51, 'Male', 53.89823748714382, 1.5777552890548243, 0.13094775311073037, 52, 21.651863187002835, 96.33333333333333, 'Low Risk'),
(56705, 99, 19, '49:45.9', 36.89742178640929, 98.66275752139505, 128, 82, 60, 'Female', 76.54171397301803, 1.6235385393843442, 0.13997996648448258, 46, 29.03841972935636, 97.33333333333333, 'High Risk'),
(56706, 88, 13, '48:45.9', 37.30589648746099, 95.23223278924337, 120, 74, 34, 'Female', 94.85989976, 1.8408229050483658, 0.05345865, 46, 27.993592885756968, 89.33333333333333, 'Low Risk'),
(56707, 61, 16, '47:45.9', 36.18888135193576, 98.57484152, 126, 73, 83, 'Female', 66.43894842184358, 1.5011862741948023, 0.075664258, 53, 29.48177179485891, 90.66666666666666, 'Low Risk'),
(56708, 75, 17, '46:45.9', 37.479294004068386, 97.81565936340499, 132, 76, 83, 'Male', 77.64203925127008, 1.7805072360884755, 0.084413517, 56, 24.491165184919584, 94.66666666666666, 'Low Risk'),
(56709, 96, 17, '45:45.9', 36.67499386414936, 99.06162416664625, 116, 89, 32, 'Male', 83.60245672751665, 1.763872377066194, 0.057756057739868694, 27, 26.871055232315058, 98, 'High Risk'),
(56710, 98, 18, '44:45.9', 37.02912636388509, 97.56998135694135, 121, 75, 59, 'Male', 53.28071074348879, 1.828063382316088, 0.081410303, 46, 15.943641137638842, 90.33333333333333, 'High Risk'),
(56711, 83, 13, '43:45.9', 37.1997704, 99.71407845, 120, 78, 27, 'Male', 69.87764974247847, 1.9963035569330927, 0.077505476, 42, 17.53416658878064, 92, 'High Risk'),
(56712, 82, 15, '42:45.9', 36.78558804, 95.53590980222631, 137, 71, 87, 'Female', 70.15503227461875, 1.666478499458485, 0.14858783634068395, 66, 25.26151536345172, 93, 'Low Risk'),
(56713, 97, 13, '41:45.9', 37.277906070600544, 97.54567938311816, 133, 75, 67, 'Male', 83.76840333401114, 1.6747935626126518, 0.12084600249540411, 58, 29.864666670309663, 94.33333333333333, 'High Risk'),
(56714, 70, 17, '40:45.9', 36.990376839384425, 96.63649375699028, 114, 71, 68, 'Female', 52.09684553327593, 1.990276547985385, 0.083688115, 43, 13.151781236583657, 85.33333333333333, 'High Risk'),
(56715, 83, 19, '39:45.9', 36.22888150976604, 96.98550997356008, 110, 83, 20, 'Female', 54.89205863252727, 1.8292907109684795, 0.149819004, 27, 16.40378469641486, 92, 'High Risk'),
(56716, 88, 16, '38:45.9', 37.24783870428305, 99.41324478776237, 131, 89, 44, 'Male', 59.05733751672524, 1.7372120740323231, 0.098863206, 42, 19.568979823429835, 103, 'Low Risk'),
(56717, 77, 12, '37:45.9', 36.82011028528376, 96.94679499983398, 135, 85, 75, 'Male', 82.84170627443214, 1.8150914003592507, 0.091190934, 50, 25.14502299192088, 101.66666666666666, 'Low Risk'),
(56718, 81, 14, '36:45.9', 37.328823, 96.16015937439896, 136, 86, 59, 'Male', 67.63004424333549, 1.8549089011092412, 0.057821856614087855, 50, 19.655970922625936, 102.66666666666666, 'Low Risk'),
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(56896, 98, 15, '38:45.9', 36.831808907062666, 97.33869688044373, 131, 86, 88, 'Male', 51.09875783117535, 1.8439751873220063, 0.076026634, 45, 15.027965771145508, 101, 'High Risk'),
(56897, 90, 17, '37:45.9', 36.68550168130198, 99.96288449310924, 136, 88, 63, 'Female', 61.39689399370438, 1.790486478788301, 0.079724025, 48, 19.15156681, 104, 'Low Risk'),
(56898, 76, 14, '36:45.9', 37.49253243782803, 95.77951835740974, 111, 87, 70, 'Female', 50.786577387364595, 1.5075281773599605, 0.097336666, 24, 22.346940319347887, 95, 'Low Risk'),
(56899, 71, 19, '35:45.9', 37.07618224823963, 99.53951107128363, 122, 78, 38, 'Male', 71.97307451606265, 1.7239046855297464, 0.1347014454232201, 44, 24.21829444161721, 92.66666666666667, 'Low Risk'),
(56900, 80, 17, '34:45.9', 37.45563256074272, 96.31578094680343, 112, 70, 81, 'Female', 90.16422316493167, 1.8227408340041036, 0.070705724, 42, 27.138409994122636, 84, 'Low Risk'),
(56901, 98, 16, '33:45.9', 36.52694158539715, 95.26471509, 134, 77, 33, 'Male', 69.96412346677324, 1.6111308027165712, 0.12691812632952404, 57, 26.953414852048407, 96, 'High Risk'),
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(56903, 76, 19, '31:45.9', 36.534193529390166, 95.30795517264706, 115, 89, 82, 'Female', 88.81439992474807, 1.818159820495052, 0.087734784, 26, 26.86700608648618, 97.66666666666667, 'Low Risk'),
(56904, 69, 12, '30:45.9', 36.06619578022236, 96.00184094502545, 111, 85, 40, 'Male', 86.11737961548423, 1.7370946313618734, 0.12224740695881543, 26, 28.53933508, 93.66666666666667, 'Low Risk'),
(56905, 75, 13, '29:45.9', 37.02713644490212, 95.36974131872265, 115, 73, 22, 'Male', 88.70380795921649, 1.5497591669850297, 0.061347935179943996, 42, 36.93293623112481, 87, 'High Risk'),
(56906, 63, 19, '28:45.9', 37.221294393203095, 96.29952799508482, 131, 80, 18, 'Male', 81.95206458261215, 1.9327138885620883, 0.1326733707155613, 51, 21.93940089415257, 97, 'Low Risk'),
(56907, 94, 14, '27:45.9', 36.85401986292108, 97.38689672294383, 128, 87, 88, 'Male', 51.133751503944495, 1.7887558345317551, 0.14076134877455526, 41, 15.981058080173446, 100.66666666666667, 'High Risk'),
(56908, 95, 19, '26:45.9', 36.59728564308187, 97.69312797755347, 114, 71, 31, 'Male', 69.98188676422697, 1.6670417884865065, 0.06881665, 43, 25.18214231418451, 85.33333333333333, 'High Risk'),
(56909, 93, 19, '25:45.9', 36.64934993223596, 99.16015163, 119, 89, 43, 'Male', 96.50321680997212, 1.9676372484571079, 0.089724341, 30, 24.925949995135056, 99, 'High Risk'),
(56910, 91, 15, '24:45.9', 37.17295432257732, 98.45092233318928, 124, 80, 42, 'Female', 65.57105666119111, 1.619537560131336, 0.061718469013008294, 44, 24.99943152440891, 94.66666666666667, 'High Risk'),
(56911, 69, 12, '23:45.9', 37.042669409369196, 95.37705997165214, 125, 85, 34, 'Male', 66.84147541, 1.8742020005965292, 0.13125975584388672, 40, 19.028880263419598, 98.33333333333333, 'Low Risk'),
(56912, 80, 13, '22:45.9', 37.14070060048481, 96.40560348467227, 128, 87, 79, 'Male', 99.93612818479409, 1.907803255589926, 0.087286925, 41, 27.457143184074525, 100.66666666666667, 'Low Risk'),
(56913, 79, 17, '21:45.9', 36.721967285961476, 98.33147077484747, 130, 76, 23, 'Male', 97.96633288913812, 1.9072557536314458, 0.066630003, 54, 26.931403344759957, 94, 'Low Risk'),
(56914, 98, 12, '20:45.9', 37.241056507394035, 98.4278812, 110, 89, 49, 'Male', 63.446804094200274, 1.9855364605596746, 0.10095374175498992, 21, 16.093630206163652, 96, 'High Risk'),
(56915, 76, 14, '19:45.9', 36.626702995421965, 96.23495880039832, 111, 87, 22, 'Female', 93.15828709232602, 1.899968275618707, 0.08532784, 24, 25.806481469820984, 95, 'Low Risk'),
(56916, 81, 18, '18:45.9', 37.38177272557285, 96.65762831803576, 110, 75, 82, 'Male', 93.01946218, 1.5544409009985736, 0.1186404098731521, 35, 38.49686765611029, 86.66666666666667, 'High Risk'),
(56917, 69, 14, '17:45.9', 36.19767645701294, 95.18680307243581, 119, 83, 89, 'Female', 93.25625553155541, 1.9168738748833518, 0.14999693379505924, 36, 25.379957858340777, 95, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(56919, 98, 13, '15:45.9', 37.26490939645925, 95.66534515790143, 117, 73, 40, 'Male', 68.24336098432478, 1.5632039943385863, 0.059245454529355125, 44, 27.927309335296435, 87.66666666666667, 'High Risk'),
(56920, 64, 15, '14:45.9', 36.423880403338366, 97.28338862335309, 129, 80, 38, 'Female', 50.441963312264576, 1.924554241756135, 0.098362928, 49, 13.618575108362677, 96.33333333333333, 'High Risk'),
(56921, 68, 17, '13:45.9', 36.71388777, 99.58957212689283, 129, 86, 72, 'Female', 60.74802337590437, 1.6510304051958422, 0.086388369, 43, 22.285480832446304, 100.33333333333333, 'Low Risk'),
(56922, 62, 17, '12:45.9', 36.11702747515271, 97.03291461288507, 117, 76, 35, 'Female', 50.435892353456964, 1.8501958983322566, 0.074570254, 41, 14.733444159716187, 89.66666666666667, 'High Risk'),
(56923, 70, 17, '11:45.9', 36.59038742434508, 96.69943068221365, 126, 71, 25, 'Male', 53.93101376, 1.5797043647816338, 0.09399555, 55, 21.611601338894197, 89.33333333333333, 'Low Risk'),
(56924, 86, 13, '10:45.9', 37.157430622595655, 99.57312045174392, 126, 83, 21, 'Female', 73.47382768122073, 1.888938220245946, 0.11129038795238116, 43, 20.59193492983692, 97.33333333333333, 'Low Risk'),
(56925, 88, 15, '09:45.9', 37.20662632931157, 99.08640637508748, 119, 84, 20, 'Female', 68.11136313547365, 1.7025650632055118, 0.10484445413820002, 35, 23.496984872442727, 95.66666666666667, 'Low Risk'),
(56926, 80, 16, '08:45.9', 36.86740302581091, 97.64465674425254, 120, 80, 70, 'Male', 71.44826193515904, 1.7159756448782253, 0.14590069923417504, 40, 24.264392887721353, 93.33333333333333, 'Low Risk'),
(56927, 83, 13, '07:45.9', 36.9187184, 96.40200026157852, 138, 70, 42, 'Male', 57.95774407720799, 1.6027697036533826, 0.054082193, 68, 22.561565110863388, 92.66666666666666, 'Low Risk'),
(56928, 97, 12, '06:45.9', 36.00825582277726, 97.76349126006565, 124, 80, 21, 'Female', 63.68107239891188, 1.533540296429318, 0.11611314484347549, 44, 27.07821197974072, 94.66666666666667, 'High Risk'),
(56929, 99, 13, '05:45.9', 36.984633304991206, 98.29483483, 122, 77, 43, 'Male', 94.55987469772398, 1.600776838630047, 0.09340493, 45, 36.901609110510876, 92, 'High Risk'),
(56930, 65, 17, '04:45.9', 36.898896749884315, 96.78802593277683, 139, 79, 25, 'Female', 92.27241059843206, 1.6307938407479996, 0.070674038, 60, 34.69554721827499, 99, 'High Risk'),
(56931, 66, 19, '03:45.9', 37.37550762, 98.50230618817349, 123, 80, 89, 'Male', 59.084033151600075, 1.8784464198305195, 0.10219843886040356, 43, 16.744512551269914, 94.33333333333333, 'High Risk'),
(56932, 69, 17, '02:45.9', 37.342990239004656, 95.80195256427473, 135, 78, 26, 'Male', 95.70773109770556, 1.7061797471460889, 0.14455277250369122, 57, 32.87739926818547, 97, 'High Risk'),
(56933, 81, 15, '01:45.9', 36.89265299869354, 97.87591944000829, 135, 86, 46, 'Female', 70.85936816, 1.8824041158498237, 0.055754614, 49, 19.997308567343158, 102.33333333333333, 'Low Risk'),
(56934, 96, 16, '00:45.9', 37.17257329609995, 96.18408974169263, 132, 86, 86, 'Male', 93.56455713050991, 1.5742710876790125, 0.1278652930407119, 46, 37.75307469605546, 101.33333333333333, 'High Risk'),
(56935, 95, 13, '59:45.9', 37.08762400922331, 99.06039443576734, 124, 75, 82, 'Male', 72.91676333288146, 1.8242151914776203, 0.12798464447455898, 49, 21.911658292953575, 91.33333333333333, 'High Risk'),
(56936, 96, 12, '58:45.9', 37.16007094037457, 98.01530906863545, 137, 88, 74, 'Male', 88.60347782755895, 1.7859269199449506, 0.090708935, 49, 27.779434571098644, 104.33333333333333, 'High Risk'),
(56937, 77, 14, '57:45.9', 36.51713508861493, 97.19473932, 136, 73, 59, 'Female', 97.45960369181284, 1.721683923, 0.14328071, 63, 32.87893888837578, 94, 'High Risk'),
(56938, 66, 19, '56:45.9', 36.950582406003406, 98.03049045835475, 117, 77, 74, 'Male', 87.86755541102158, 1.702181428, 0.09863772, 40, 30.32611994478025, 90.33333333333333, 'High Risk'),
(56939, 70, 13, '55:45.9', 37.42370195728808, 95.96368281587611, 118, 74, 40, 'Male', 86.80597497822774, 1.7610167191973145, 0.074030119, 44, 27.991273705182387, 88.66666666666667, 'Low Risk'),
(56940, 71, 19, '54:45.9', 36.20643366262208, 96.97146880609449, 114, 78, 50, 'Male', 72.21668816279706, 1.5911104624161863, 0.12680942943770024, 36, 28.525739047753575, 90, 'Low Risk'),
(56941, 87, 18, '53:45.9', 36.56937611056904, 97.30259562946429, 119, 77, 66, 'Male', 83.86529666208958, 1.9634157259215765, 0.062697526, 42, 21.754933359869465, 91, 'Low Risk'),
(56942, 80, 16, '52:45.9', 37.32058567461463, 99.00896913815791, 139, 76, 63, 'Female', 99.25553905441637, 1.6336971673317024, 0.070804054, 63, 37.18875508123035, 97, 'High Risk'),
(56943, 97, 19, '51:45.9', 36.72818843715858, 99.82731369271792, 137, 71, 68, 'Female', 52.43778500333633, 1.8392411078098012, 0.13459094369632343, 66, 15.501260280610646, 93, 'High Risk'),
(56944, 95, 15, '50:45.9', 37.1815414, 99.66306391710776, 137, 75, 41, 'Female', 69.89708471256465, 1.5238839421699972, 0.1359443573366555, 62, 30.09922247302216, 95.66666666666666, 'High Risk'),
(56945, 65, 19, '49:45.9', 37.27144702778531, 96.40538155924008, 115, 71, 21, 'Male', 96.34655070393629, 1.6859031625789787, 0.060101328, 44, 33.89775374891335, 85.66666666666667, 'High Risk'),
(56946, 86, 17, '48:45.9', 36.02537510970747, 96.02000179446509, 136, 85, 78, 'Male', 66.11113773264177, 1.885479729988241, 0.054333352, 51, 18.596486341657048, 102, 'Low Risk'),
(56947, 61, 15, '47:45.9', 37.47201490731155, 98.55559167596576, 133, 70, 36, 'Male', 91.07679678570663, 1.557608602708983, 0.10711509231409905, 63, 37.53972385491261, 91, 'High Risk'),
(56948, 78, 12, '46:45.9', 37.48010640898707, 96.58890858552871, 111, 71, 78, 'Male', 86.14890655825621, 1.8735820314075116, 0.14496838042759586, 40, 24.54168312132667, 84.33333333333333, 'Low Risk'),
(56949, 99, 13, '45:45.9', 37.06601861697536, 95.99075021716003, 123, 75, 49, 'Male', 82.66346675303194, 1.8675212355989252, 0.069219169, 48, 23.70186483152364, 91, 'High Risk'),
(56950, 76, 12, '44:45.9', 37.21111008341607, 98.19172822888929, 114, 76, 87, 'Female', 79.45825480855311, 1.8095528952443798, 0.092779278, 38, 24.26590299075203, 88.66666666666667, 'Low Risk'),
(56951, 73, 12, '43:45.9', 37.05544304666281, 98.31553315669757, 132, 86, 89, 'Male', 58.75706732700534, 1.8181574006181813, 0.074480801, 46, 17.77449027, 101.33333333333333, 'High Risk'),
(56952, 88, 13, '42:45.9', 37.18277634187709, 96.62697903104156, 136, 88, 50, 'Male', 55.140985119677914, 1.5152830626938396, 0.097727266, 48, 24.01524286415218, 104, 'Low Risk'),
(56953, 65, 12, '41:45.9', 36.62754493, 98.89118410551836, 111, 87, 74, 'Female', 98.38690274931216, 1.6322520268214178, 0.1353590726493063, 24, 36.92860106479632, 95, 'High Risk'),
(56954, 69, 15, '40:45.9', 36.35344419504494, 98.70982029, 116, 78, 83, 'Female', 79.23222776062167, 1.7989606487154755, 0.14036886221974282, 38, 24.482656544168243, 90.66666666666667, 'Low Risk'),
(56955, 97, 14, '39:45.9', 36.26554341624572, 99.21693577237835, 131, 77, 40, 'Female', 63.49926771, 1.7267051460998555, 0.10267789296127633, 54, 21.297682590053064, 95, 'High Risk'),
(56956, 81, 12, '38:45.9', 36.934226668182575, 97.41537858653432, 128, 88, 64, 'Female', 81.43656114765525, 1.9549808127797326, 0.097978332, 40, 21.307594711925514, 101.33333333333333, 'Low Risk'),
(56957, 76, 18, '37:45.9', 36.402907147650374, 99.01019793737552, 139, 85, 71, 'Female', 79.07699819361946, 1.814139631086631, 0.1299150031369196, 54, 24.02750925106087, 103, 'Low Risk'),
(56958, 73, 19, '36:45.9', 36.29471743741077, 98.33089989687082, 137, 81, 26, 'Male', 70.19286572784615, 1.8566552070352578, 0.1440782606545326, 56, 20.362469821440015, 99.66666666666666, 'Low Risk'),
(56959, 66, 19, '35:45.9', 36.86639022929952, 98.37173351999837, 129, 89, 19, 'Male', 63.89848581584235, 1.946912886061044, 0.085585281, 40, 16.85766921381559, 102.33333333333333, 'High Risk'),
(56960, 78, 15, '34:45.9', 36.93115036383048, 98.05339836, 120, 80, 22, 'Female', 73.38085994517465, 1.9941125475353674, 0.14914415617751645, 40, 18.453700358967897, 93.33333333333333, 'High Risk'),
(56961, 63, 12, '33:45.9', 37.40383645, 98.76643573, 128, 73, 22, 'Male', 69.75452957, 1.9730774192539555, 0.083490401, 55, 17.917778412473062, 91.33333333333333, 'High Risk'),
(56962, 74, 17, '32:45.9', 36.64614898210564, 98.99767349529708, 124, 80, 87, 'Male', 94.57771991282836, 1.9782255898845154, 0.12486083991924067, 44, 24.167805036918676, 94.66666666666667, 'Low Risk'),
(56963, 98, 12, '31:45.9', 36.36068104160344, 95.65615315767695, 112, 72, 42, 'Female', 58.46778628506847, 1.8800332980229708, 0.094288277, 40, 16.541906748142196, 85.33333333333333, 'High Risk'),
(56964, 68, 12, '30:45.9', 36.72810244107785, 96.55380048502316, 139, 81, 22, 'Female', 64.16238023657628, 1.8914382226211217, 0.1024385296115161, 58, 17.93478374585708, 100.33333333333333, 'High Risk'),
(56965, 66, 13, '29:45.9', 36.997574169644665, 98.7430415, 135, 74, 86, 'Female', 80.50620091930699, 1.6869895098827434, 0.14392827720067478, 61, 28.288151465207555, 94.33333333333333, 'Low Risk'),
(56966, 83, 15, '28:45.9', 37.157874694444416, 99.60274572784418, 111, 82, 51, 'Male', 57.219025732326635, 1.6262399329422217, 0.1256534030530916, 29, 21.63571323446395, 91.66666666666667, 'Low Risk'),
(56967, 75, 18, '27:45.9', 36.11872887034062, 97.29378365448733, 110, 70, 65, 'Female', 82.24565613764858, 1.548157145857884, 0.06817962, 40, 34.31491174603676, 83.33333333333333, 'High Risk'),
(56968, 82, 18, '26:45.9', 36.894667236116575, 95.60634761908338, 114, 87, 48, 'Female', 84.14106567906182, 1.5540161740371654, 0.079964241, 27, 34.84150762404284, 96, 'High Risk'),
(56969, 82, 14, '25:45.9', 36.92034166582941, 96.27121037314282, 132, 89, 46, 'Male', 62.52014551690916, 1.9688746305190896, 0.055081151, 43, 16.128124012373615, 103.33333333333333, 'High Risk'),
(56970, 62, 12, '24:45.9', 36.92544985900051, 97.74556813098157, 127, 74, 65, 'Male', 84.62608118366317, 1.8111317709051922, 0.085796593, 53, 25.799074830578142, 91.66666666666666, 'Low Risk'),
(56971, 69, 18, '23:45.9', 37.03594992853794, 96.4235525, 131, 71, 68, 'Male', 70.97186826, 1.9443521430649318, 0.10373290529364015, 60, 18.77311720167352, 91, 'Low Risk'),
(56972, 83, 15, '22:45.9', 37.03667253305521, 97.67487271413216, 123, 88, 70, 'Male', 72.79755223221062, 1.9969668215295744, 0.10986671020281785, 35, 18.25471588262175, 99.66666666666667, 'High Risk'),
(56973, 84, 19, '21:45.9', 37.30233912, 95.05914739894656, 110, 70, 48, 'Female', 71.66743626325663, 1.7385742187926856, 0.058599185, 40, 23.710209886823776, 83.33333333333333, 'Low Risk'),
(56974, 70, 13, '20:45.9', 37.37936068105529, 96.55617597442712, 115, 71, 54, 'Male', 81.72970834496397, 1.9433849333721902, 0.13774251355300687, 44, 21.640250628787577, 85.66666666666667, 'Low Risk'),
(56975, 69, 15, '19:45.9', 36.54367690312695, 99.94521990773339, 134, 81, 39, 'Male', 51.85004296368418, 1.9516690267362535, 0.065264609, 53, 13.61246514867256, 98.66666666666666, 'High Risk'),
(56976, 92, 15, '18:45.9', 37.070848, 96.91168441, 127, 77, 88, 'Female', 50.23243997149785, 1.8684482422250914, 0.051254111, 50, 14.388718956935246, 93.66666666666666, 'High Risk'),
(56977, 99, 19, '17:45.9', 36.85762095, 96.50611715238854, 138, 84, 70, 'Male', 53.023733114721026, 1.9348855803405831, 0.062756779, 54, 14.163145758616055, 102, 'High Risk'),
(56978, 85, 16, '16:45.9', 36.788852772113856, 97.43240014944534, 110, 79, 19, 'Female', 87.53472243767104, 1.8408765111610084, 0.081322381, 31, 25.83039493044996, 89.33333333333333, 'Low Risk'),
(56979, 96, 17, '15:45.9', 37.19683203120267, 96.58072220324415, 139, 70, 34, 'Male', 54.48641985776995, 1.7461363748934466, 0.11791067843794177, 69, 17.870304537956425, 93, 'High Risk'),
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(57158, 77, 14, '16:45.9', 37.06189261435236, 98.07051933739967, 115, 72, 37, 'Female', 70.03107248276434, 1.6963518630901941, 0.069275073, 43, 24.336543576420297, 86.33333333333333, 'Low Risk'),
(57159, 95, 19, '15:45.9', 36.09573112506796, 99.25239980667955, 128, 89, 74, 'Female', 93.15986448376847, 1.6223848093254787, 0.12862614835704983, 39, 35.39330393215386, 102, 'High Risk'),
(57160, 72, 16, '14:45.9', 36.93682644600549, 98.48644826, 110, 77, 83, 'Male', 95.76485996996675, 1.5058257034623324, 0.082261645, 33, 42.23347004347472, 88, 'High Risk'),
(57161, 95, 15, '13:45.9', 37.4540149, 99.91306766465117, 114, 72, 80, 'Male', 75.43448166346519, 1.8331460040967986, 0.076280061, 42, 22.447904059157846, 86, 'High Risk'),
(57162, 75, 12, '12:45.9', 36.35968566698536, 99.78481843556025, 113, 86, 43, 'Male', 51.13776191, 1.9512241665596393, 0.14028172053288746, 27, 13.431588698596526, 95, 'High Risk'),
(57163, 60, 16, '11:45.9', 36.33758498152664, 99.03610294984875, 139, 79, 30, 'Female', 58.35015917182154, 1.6957144706641878, 0.056063138, 60, 20.29254849275077, 99, 'Low Risk'),
(57164, 89, 14, '10:45.9', 36.93259207294484, 96.36160184148895, 127, 89, 55, 'Male', 75.74015556712031, 1.9606010975547834, 0.13892847069758363, 38, 19.703696527516517, 101.66666666666667, 'Low Risk'),
(57165, 86, 15, '09:45.9', 36.207506919109974, 96.23084559724067, 130, 87, 77, 'Female', 69.38417141436571, 1.9845996875450693, 0.10355295737859443, 43, 17.61629478507847, 101.33333333333333, 'High Risk'),
(57166, 90, 13, '08:45.9', 36.50528353005968, 99.96438830739946, 118, 85, 62, 'Female', 55.68352858740879, 1.7123944922960155, 0.060307404031775994, 33, 18.98974371224112, 96, 'Low Risk'),
(57167, 64, 14, '07:45.9', 36.419737185263465, 97.14935636575346, 134, 73, 42, 'Male', 68.90585685023262, 1.9610320362986786, 0.13254012253807534, 61, 17.917885642718353, 93.33333333333333, 'High Risk'),
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(57169, 82, 16, '05:45.9', 37.47181367915958, 96.64014716157139, 133, 71, 30, 'Male', 56.47885382248212, 1.703228169344427, 0.13490319592468186, 62, 19.468846106141683, 91.66666666666666, 'Low Risk'),
(57170, 98, 19, '04:45.9', 36.16958526092621, 95.18564805316628, 112, 79, 36, 'Male', 92.93006605631308, 1.9150586046329343, 0.069016691, 33, 25.33915384266144, 90, 'High Risk'),
(57171, 79, 18, '03:45.9', 36.57783068, 95.75627149790374, 137, 84, 65, 'Female', 53.21668521107452, 1.8092118760791565, 0.055689084, 53, 16.258068899860508, 101.66666666666666, 'High Risk'),
(57172, 80, 15, '02:45.9', 36.226266309244984, 99.66992870961069, 125, 87, 81, 'Female', 85.10838769617766, 1.6980832402217318, 0.080975839, 38, 29.51579002255396, 99.66666666666667, 'Low Risk'),
(57173, 66, 18, '01:45.9', 36.95579799106943, 95.58979562, 137, 70, 57, 'Male', 55.259408799418615, 1.5187707953775644, 0.1308837882199176, 67, 23.956411223215397, 92.33333333333333, 'Low Risk'),
(57174, 61, 18, '00:45.9', 36.18600889407626, 97.98022286304646, 123, 77, 45, 'Male', 88.67400286, 1.9089953059497635, 0.087072894, 46, 24.332492183474027, 92.33333333333333, 'Low Risk'),
(57175, 70, 17, '59:45.9', 36.06573783200817, 96.69013065094623, 131, 72, 43, 'Female', 99.73126807, 1.9366499226792024, 0.14931264896803967, 59, 26.590658677968065, 91.66666666666666, 'Low Risk'),
(57176, 83, 15, '58:45.9', 36.064287317494795, 95.27408381148035, 114, 76, 32, 'Male', 58.78300424, 1.8540247273034483, 0.14602756183360854, 38, 17.100969551973897, 88.66666666666667, 'High Risk'),
(57177, 96, 13, '57:45.9', 37.09423610679381, 96.66129509, 136, 74, 38, 'Male', 84.57719561781394, 1.920775501288801, 0.093324581, 62, 22.924510188836564, 94.66666666666666, 'High Risk'),
(57178, 90, 17, '56:45.9', 37.02833302340482, 98.72052009693394, 128, 77, 36, 'Female', 94.54550856559055, 1.8661589824161322, 0.13133206741522213, 51, 27.148361481029312, 94, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(57179, 60, 17, '55:45.9', 36.260094293139986, 99.15317024392859, 119, 70, 34, 'Female', 77.93011939604449, 1.73797802, 0.1067490529056293, 49, 25.799826314470405, 86.33333333333333, 'Low Risk'),
(57180, 92, 17, '54:45.9', 37.13594832563798, 95.97594223164946, 134, 73, 31, 'Male', 71.47585674246531, 1.5562104482095929, 0.12165839730149693, 61, 29.513635961600357, 93.33333333333333, 'High Risk'),
(57181, 73, 19, '53:45.9', 36.77339966323148, 95.48367121776914, 112, 89, 25, 'Male', 58.654698585596215, 1.9034181301908033, 0.11314412500601467, 23, 16.189536081301473, 96.66666666666667, 'High Risk'),
(57182, 70, 18, '52:45.9', 37.321404291239624, 97.71130098823537, 111, 83, 26, 'Female', 83.33667348934293, 1.8363795498773305, 0.07421386, 28, 24.712191764743714, 92.33333333333333, 'Low Risk'),
(57183, 73, 18, '51:45.9', 36.09484507094484, 97.22243469837566, 123, 73, 81, 'Female', 52.42435772626286, 1.9344777951850018, 0.078581428, 50, 14.008951132093639, 89.66666666666666, 'High Risk'),
(57184, 97, 12, '50:45.9', 36.56052805192884, 96.99290199320315, 120, 71, 68, 'Female', 64.69467577212208, 1.6528038711842474, 0.067357155, 49, 23.68241012968236, 87.33333333333333, 'High Risk'),
(57185, 85, 14, '49:45.9', 36.84942086, 99.96380561354798, 129, 88, 81, 'Male', 93.82595157615125, 1.724547545639374, 0.13326118929476843, 41, 31.548058176916644, 101.66666666666667, 'High Risk'),
(57186, 71, 17, '48:45.9', 36.01021610908522, 98.81023537287614, 116, 88, 39, 'Female', 75.43851067, 1.5639953836718337, 0.1280857823091242, 28, 30.840554093506682, 97.33333333333333, 'High Risk'),
(57187, 80, 17, '47:45.9', 36.76768050943005, 99.60970509528009, 126, 89, 83, 'Male', 53.93637518120118, 1.6650272699692588, 0.08234255, 37, 19.455350285736245, 101.33333333333333, 'Low Risk'),
(57188, 81, 14, '46:45.9', 36.75055992217474, 98.18632426, 127, 83, 69, 'Male', 86.09583601989195, 1.9715195971572186, 0.10777920224681661, 44, 22.150317248056467, 97.66666666666667, 'Low Risk'),
(57189, 85, 15, '45:45.9', 37.14970873356223, 96.77646649935605, 126, 79, 45, 'Male', 99.42520518653492, 1.6718717713687066, 0.051659742963712646, 47, 35.57054881199351, 94.66666666666667, 'High Risk'),
(57190, 68, 14, '44:45.9', 36.53002083289854, 99.82512127644804, 123, 88, 67, 'Male', 76.37822637, 1.9166043529635755, 0.1365445426449411, 35, 20.79240034951035, 99.66666666666667, 'Low Risk'),
(57191, 91, 17, '43:45.9', 36.88001324237273, 99.61001107832573, 117, 81, 81, 'Male', 66.61625401, 1.9748422795065994, 0.14013974678800512, 36, 17.08108188474939, 93, 'High Risk'),
(57192, 91, 12, '42:45.9', 37.45186895895223, 98.35517857519474, 114, 75, 30, 'Female', 73.43716496319342, 1.9502077510214182, 0.066772221, 39, 19.308749407340652, 88, 'High Risk'),
(57193, 65, 13, '41:45.9', 36.785102165219826, 97.67914688569556, 115, 84, 84, 'Female', 92.05872281092715, 1.5513723068664786, 0.085746288, 31, 38.25012652, 94.33333333333333, 'High Risk'),
(57194, 92, 17, '40:45.9', 36.46586431649996, 98.81831215745473, 123, 84, 25, 'Female', 66.05970727006742, 1.875948114094816, 0.12263727627369893, 39, 18.771328083451763, 97, 'High Risk'),
(57195, 90, 14, '39:45.9', 36.821871608341056, 95.10844384, 135, 71, 44, 'Male', 81.63341715348486, 1.8946494995413572, 0.14469489715247308, 64, 22.741034516833636, 92.33333333333333, 'Low Risk'),
(57196, 73, 14, '38:45.9', 36.11680735713162, 97.87242648, 131, 75, 84, 'Female', 57.43206474041472, 1.9992805321235094, 0.056960703, 56, 14.368351893342094, 93.66666666666666, 'High Risk'),
(57197, 84, 19, '37:45.9', 36.67268213781288, 95.755084, 111, 86, 77, 'Male', 82.65204798370563, 1.5516435494605256, 0.055448242, 25, 34.329675521118546, 94.33333333333333, 'High Risk'),
(57198, 83, 13, '36:45.9', 36.49605805856112, 95.97399622689254, 113, 86, 42, 'Male', 59.21590400705767, 1.696079726580216, 0.071362464, 27, 20.584761413678052, 95, 'Low Risk'),
(57199, 76, 17, '35:45.9', 36.27706593232105, 97.54452943, 134, 79, 66, 'Female', 77.41674722673822, 1.7642990812988284, 0.085919203, 55, 24.87084288207025, 97.33333333333333, 'Low Risk'),
(57200, 79, 16, '34:45.9', 36.97517531870463, 99.38229762065458, 117, 74, 26, 'Female', 50.54919552798541, 1.6934434049540226, 0.1281768967361978, 43, 17.626775540081344, 88.33333333333333, 'High Risk'),
(57201, 71, 12, '33:45.9', 37.00581042777015, 95.58076018870513, 133, 89, 51, 'Male', 54.814593509550164, 1.8021941166340234, 0.12575460390106724, 44, 16.87691498455308, 103.66666666666667, 'High Risk'),
(57202, 76, 18, '32:45.9', 36.36636731185424, 98.48532083, 112, 73, 19, 'Female', 87.88888054317002, 1.726737090206666, 0.1257575083835053, 39, 29.476878909547388, 86, 'Low Risk'),
(57203, 91, 12, '31:45.9', 36.82040647, 99.08412328975237, 114, 72, 19, 'Female', 84.72004759530222, 1.9657556044791171, 0.10067231289332035, 42, 21.92437117658405, 86, 'High Risk'),
(57204, 71, 14, '30:45.9', 36.08921323596597, 98.68354240222757, 126, 87, 89, 'Male', 89.83736276256377, 1.8459382699797895, 0.079640642, 39, 26.364688655211165, 100, 'Low Risk'),
(57205, 97, 14, '29:45.9', 37.11049834548361, 96.46039452918495, 124, 89, 64, 'Female', 52.95272817908796, 1.7109471683836261, 0.13089165464821023, 35, 18.08902427669035, 100.66666666666667, 'High Risk'),
(57206, 60, 15, '28:45.9', 36.601480435933865, 95.03382494079996, 122, 83, 73, 'Female', 91.57368003, 1.9986996270367898, 0.1303050113477629, 39, 22.92321905071997, 96, 'Low Risk'),
(57207, 68, 18, '27:45.9', 36.19219098711593, 99.03351181354583, 131, 88, 76, 'Male', 84.75869754420455, 1.5087342636047139, 0.12641108851440994, 43, 37.235635277272266, 102.33333333333333, 'High Risk'),
(57208, 79, 16, '26:45.9', 36.33395717716873, 99.28106624298768, 135, 70, 23, 'Female', 94.29716944325432, 1.686029771034943, 0.094549284, 65, 33.17173434850175, 91.66666666666666, 'High Risk'),
(57209, 63, 15, '25:45.9', 36.61634247733092, 98.02847001906204, 111, 84, 83, 'Female', 73.88238605879124, 1.7726020254211194, 0.1383567841656499, 27, 23.513562335091184, 93, 'Low Risk'),
(57210, 60, 14, '24:45.9', 37.23819179948463, 99.69159511825582, 133, 80, 75, 'Male', 58.76295001312939, 1.805747439669286, 0.10969371407642789, 53, 18.021443498860517, 97.66666666666666, 'High Risk'),
(57211, 96, 18, '23:45.9', 36.95099904430139, 96.47237635540634, 111, 82, 77, 'Male', 83.02780672895352, 1.806519326245645, 0.066943203, 29, 25.44124390929153, 91.66666666666667, 'High Risk'),
(57212, 67, 19, '22:45.9', 36.94198752425961, 98.41206290379617, 117, 80, 27, 'Male', 92.34748772051523, 1.9872408674340298, 0.093415757, 37, 23.384283388021633, 92.33333333333333, 'Low Risk'),
(57213, 69, 15, '21:45.9', 36.42528280541314, 97.19603205, 121, 80, 58, 'Female', 85.40520928215338, 1.8391877420169438, 0.10891392777040586, 41, 25.248305343373843, 93.66666666666667, 'Low Risk'),
(57214, 78, 17, '20:45.9', 36.22816703368691, 99.77094805643885, 111, 89, 33, 'Female', 58.71777849, 1.9896118023897706, 0.069009867, 22, 14.833133970212952, 96.33333333333333, 'High Risk'),
(57215, 96, 13, '19:45.9', 36.96407729602443, 95.29956765069831, 134, 80, 55, 'Female', 98.46327334, 1.658698547245603, 0.071356271, 54, 35.78815757696414, 98, 'High Risk'),
(57216, 64, 13, '18:45.9', 36.087374292184364, 99.44896042, 118, 80, 18, 'Male', 79.43035789836819, 1.6184792042974174, 0.075800735, 38, 30.323007425972982, 92.66666666666667, 'High Risk'),
(57217, 96, 15, '17:45.9', 36.72148237559144, 95.91858435897659, 134, 80, 35, 'Female', 62.52930012143459, 1.5473532863253463, 0.1051241196918436, 54, 26.115876396902692, 98, 'High Risk'),
(57218, 66, 13, '16:45.9', 37.20183272979101, 95.33607517460459, 110, 88, 26, 'Female', 88.09679924542698, 1.622499357398075, 0.12267792385801414, 22, 33.46501799496807, 95.33333333333333, 'High Risk'),
(57219, 90, 14, '15:45.9', 36.52071307901113, 99.79157415702592, 123, 80, 45, 'Male', 86.87359340436792, 1.7556810245862033, 0.087825506, 43, 28.18360576491886, 94.33333333333333, 'Low Risk'),
(57220, 66, 14, '14:45.9', 36.97246308630273, 98.60501846058119, 134, 83, 74, 'Male', 90.58737254900475, 1.5569844540772582, 0.070616779, 51, 37.36793601725076, 100, 'High Risk'),
(57221, 75, 16, '13:45.9', 37.45185827726727, 97.48115037030888, 110, 89, 52, 'Female', 59.18155323085145, 1.7248755451087223, 0.12169511106375261, 21, 19.891650926603155, 96, 'Low Risk'),
(57222, 98, 13, '12:45.9', 37.273674153268225, 99.11767424, 119, 75, 32, 'Male', 63.71901853581912, 1.5303050895514558, 0.14640005002123718, 44, 27.20902830581149, 89.66666666666667, 'High Risk'),
(57223, 77, 12, '11:45.9', 36.58448357768086, 97.17205931296589, 133, 75, 31, 'Female', 71.26452230599514, 1.835546809583472, 0.10617767284117524, 58, 21.151562254755728, 94.33333333333333, 'Low Risk'),
(57224, 60, 16, '10:45.9', 36.183132890880835, 96.59919794897237, 127, 83, 64, 'Female', 64.39243843524189, 1.550540310804986, 0.13896563081430102, 44, 26.78358754827638, 97.66666666666667, 'Low Risk'),
(57225, 67, 12, '09:45.9', 36.29331789496845, 96.55038776605922, 117, 86, 18, 'Male', 78.45282948638443, 1.6849662291855134, 0.092759236, 31, 27.632883722947668, 96.33333333333333, 'Low Risk'),
(57226, 75, 17, '08:45.9', 36.15062718541356, 99.84535681, 137, 89, 49, 'Male', 72.30822958619348, 1.6122816589883406, 0.067413856, 48, 27.816718859135364, 105, 'Low Risk'),
(57227, 86, 19, '07:45.9', 36.407811596717195, 97.26887626379475, 119, 72, 81, 'Female', 58.83484545929092, 1.7384042846222367, 0.058132452, 47, 19.468525019351418, 87.66666666666667, 'Low Risk'),
(57228, 87, 19, '06:45.9', 36.702619955306396, 95.33119568305146, 117, 85, 83, 'Female', 76.23424928640394, 1.6510578393507296, 0.055570791368863476, 32, 27.96569087, 95.66666666666667, 'Low Risk'),
(57229, 97, 12, '05:45.9', 37.19204117392763, 96.86687644422473, 138, 74, 29, 'Male', 98.25030912, 1.5120308606652815, 0.14529219796696008, 64, 42.974676383419165, 95.33333333333333, 'High Risk'),
(57230, 83, 15, '04:45.9', 36.25081026356043, 95.01060307992924, 138, 78, 33, 'Male', 51.589912295154924, 1.8651904065625105, 0.14100746948266427, 60, 14.829224618259072, 98, 'High Risk'),
(57231, 95, 13, '03:45.9', 36.322497422447654, 97.67773972640333, 114, 87, 19, 'Female', 96.63337396916802, 1.7844931884528594, 0.1416094133310366, 27, 30.345713562862883, 96, 'High Risk'),
(57232, 77, 16, '02:45.9', 36.74094560565039, 99.91528656370451, 112, 88, 43, 'Male', 55.48143213224367, 1.9969327088668727, 0.082229431, 24, 13.913000531894186, 96, 'High Risk'),
(57233, 99, 13, '01:45.9', 36.02350125328046, 96.78648508, 134, 89, 43, 'Female', 74.68273004, 1.5252967543149771, 0.076994515, 45, 32.10047752767662, 104, 'High Risk'),
(57234, 97, 17, '00:45.9', 36.87589038739245, 96.77646599738608, 126, 88, 79, 'Male', 84.46800766009186, 1.6324079611683382, 0.13374604935738235, 38, 31.6982176, 100.66666666666667, 'High Risk'),
(57235, 73, 16, '59:45.9', 37.03303674, 97.11447647212557, 127, 83, 56, 'Male', 69.53700565069626, 1.5686165063371185, 0.14571367175054856, 44, 28.260668062589048, 97.66666666666667, 'Low Risk'),
(57236, 91, 14, '58:45.9', 37.259858287499206, 97.44366195095013, 139, 88, 67, 'Female', 90.57062034799301, 1.7672266662968887, 0.092796661, 51, 29.00032267270886, 105, 'High Risk'),
(57237, 96, 13, '57:45.9', 36.034559517328795, 95.93922322171544, 113, 83, 40, 'Male', 70.90197944780118, 1.9532876632692977, 0.053230049, 30, 18.58343298129615, 93, 'High Risk'),
(57238, 88, 17, '56:45.9', 37.24992758247683, 96.66696275691359, 127, 81, 63, 'Female', 85.39361621104709, 1.7238558383335696, 0.066681311, 46, 28.735814873965516, 96.33333333333333, 'Low Risk'),
(57239, 62, 14, '55:45.9', 36.449382451572454, 97.52215630234757, 130, 71, 51, 'Male', 72.93521221087184, 1.711340352071331, 0.10036739239711477, 59, 24.903734021328464, 90.66666666666666, 'Low Risk'),
(57240, 76, 18, '54:45.9', 36.11667349646173, 97.25836963952533, 114, 70, 61, 'Male', 67.78272586680157, 1.6951462564847417, 0.14040698983827227, 44, 23.588736555697597, 84.66666666666667, 'Low Risk'),
(57241, 92, 17, '53:45.9', 37.04818906303624, 98.97339687500124, 138, 84, 49, 'Male', 68.61849461790887, 1.5392499584647106, 0.10630053416267199, 54, 28.961622270897326, 102, 'High Risk'),
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(57419, 80, 13, '55:45.9', 37.450407668753996, 99.57624647493881, 110, 70, 63, 'Male', 80.62366523581596, 1.7212567624573696, 0.13889059812877244, 40, 27.212673983279732, 83.33333333333333, 'Low Risk'),
(57420, 91, 18, '54:45.9', 36.950127763457395, 95.70830290981233, 133, 87, 45, 'Female', 82.21014632, 1.6322679199035164, 0.077006994, 46, 30.856206389188394, 102.33333333333333, 'High Risk'),
(57421, 79, 15, '53:45.9', 36.738632457997184, 98.46794683646667, 139, 70, 68, 'Female', 63.03707752242018, 1.9968136802242262, 0.11399853599741018, 69, 15.809603706262559, 93, 'High Risk'),
(57422, 76, 12, '52:45.9', 36.69718354145419, 98.18473483816875, 131, 84, 50, 'Female', 96.28035692081954, 1.5858189834768748, 0.1380597469021841, 47, 38.285160033810975, 99.66666666666667, 'High Risk'),
(57423, 92, 12, '51:45.9', 37.312577489625596, 96.21911402691153, 124, 88, 41, 'Male', 69.63926720362181, 1.9687250288609681, 0.14763590505252264, 36, 17.96735163095645, 100, 'High Risk'),
(57424, 86, 15, '50:45.9', 36.45657725607369, 96.32502884615796, 120, 81, 52, 'Female', 62.428466533025414, 1.6303281943417056, 0.1382340858542338, 39, 23.487272630449983, 94, 'Low Risk'),
(57425, 69, 14, '49:45.9', 36.59765861983637, 96.42026745883122, 131, 80, 57, 'Male', 78.09355696386432, 1.6956064657356515, 0.10295919667358337, 51, 27.162208361421953, 97, 'Low Risk'),
(57426, 66, 18, '48:45.9', 37.42474640877704, 95.19474706532293, 134, 75, 85, 'Male', 89.19415704, 1.9662727426187567, 0.093429102, 59, 23.070068693984826, 94.66666666666666, 'Low Risk'),
(57427, 67, 17, '47:45.9', 36.724749319709794, 96.96030965277687, 115, 73, 50, 'Female', 82.38138906534122, 1.736424645853206, 0.066241967, 42, 27.322298251252633, 87, 'Low Risk'),
(57428, 70, 19, '46:45.9', 37.152446620271206, 98.32134070034253, 122, 79, 21, 'Female', 91.12466106, 1.631627278183288, 0.05203313, 43, 34.22898421659087, 93.33333333333333, 'High Risk'),
(57429, 98, 15, '45:45.9', 36.07301006117794, 97.69068413362207, 125, 88, 78, 'Female', 86.93573622358387, 1.8968717936649606, 0.099521492, 37, 24.16141578524421, 100.33333333333333, 'High Risk'),
(57430, 88, 12, '44:45.9', 36.565953934173876, 97.60959762691411, 125, 81, 81, 'Female', 83.63307660626984, 1.9793997539604058, 0.13176809119069954, 44, 21.34573185692783, 95.66666666666667, 'Low Risk'),
(57431, 88, 17, '43:45.9', 36.32656816539095, 98.86601378, 138, 82, 49, 'Female', 86.01716179617817, 1.6334239186326254, 0.07033301, 56, 32.23942496862405, 100.66666666666666, 'High Risk'),
(57432, 68, 18, '42:45.9', 36.00057796677228, 97.91304141916572, 138, 86, 70, 'Female', 60.20211694207982, 1.6921568084752046, 0.10363503028279919, 52, 21.024736020189575, 103.33333333333333, 'Low Risk'),
(57433, 66, 19, '41:45.9', 36.664131713627576, 98.93417509798763, 132, 72, 26, 'Male', 80.64314943305087, 1.9498165145820938, 0.14263085644174617, 60, 21.211920532153762, 92, 'Low Risk'),
(57434, 65, 14, '40:45.9', 36.81690844, 96.79045114911848, 136, 89, 52, 'Female', 87.27534504649762, 1.5607152535051492, 0.061776148, 47, 35.82978685, 104.66666666666667, 'High Risk'),
(57435, 76, 14, '39:45.9', 37.27406822602088, 99.96049075296042, 117, 73, 59, 'Male', 97.20650476300528, 1.5629827873798146, 0.063854882, 44, 39.79119087549803, 87.66666666666667, 'High Risk'),
(57436, 89, 17, '38:45.9', 37.37643565365068, 98.69395085358464, 111, 89, 34, 'Female', 58.41507793, 1.628478025679231, 0.098720176, 22, 22.027294337623587, 96.33333333333333, 'Low Risk'),
(57437, 86, 15, '37:45.9', 36.90398625289525, 98.12628744071141, 110, 84, 23, 'Male', 97.53999775494135, 1.973043356467731, 0.058496470549395586, 26, 25.05586981108487, 92.66666666666667, 'Low Risk'),
(57438, 73, 17, '36:45.9', 37.31080045410622, 97.83370100761789, 126, 74, 68, 'Male', 52.819818312607424, 1.8780839507099276, 0.1273140281326246, 52, 14.975002383489379, 91.33333333333333, 'High Risk'),
(57439, 63, 17, '35:45.9', 36.29014858240376, 96.62027492394125, 125, 75, 88, 'Female', 96.33293403422519, 1.5353208125285116, 0.057755046, 50, 40.867353414064304, 91.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(57441, 77, 15, '33:45.9', 37.188975843365995, 98.87995898509132, 116, 88, 84, 'Female', 84.93499266452439, 1.8346282825280076, 0.1100157505584397, 28, 25.234254861816094, 97.33333333333333, 'Low Risk'),
(57442, 72, 13, '32:45.9', 37.13503280088598, 96.49743790458461, 134, 87, 44, 'Female', 65.00725056501527, 1.897918018054432, 0.089042509, 47, 18.04707821693546, 102.66666666666667, 'High Risk'),
(57443, 63, 19, '31:45.9', 37.462068694929265, 99.38549230192072, 132, 76, 42, 'Female', 59.911172522240065, 1.9533494830268385, 0.054152954076551324, 56, 15.70174483243649, 94.66666666666666, 'High Risk'),
(57444, 62, 17, '30:45.9', 36.289694304141264, 95.74520640227753, 128, 84, 81, 'Male', 61.239934387164695, 1.9435331581810227, 0.14228463394714347, 44, 16.21253056514742, 98.66666666666667, 'High Risk'),
(57445, 78, 13, '29:45.9', 36.70477864853865, 98.24566681319192, 131, 74, 71, 'Male', 96.40176289788114, 1.5880770218541929, 0.13543508914530727, 57, 38.22450341479505, 93, 'High Risk'),
(57446, 87, 18, '28:45.9', 36.73728684649996, 98.637811, 118, 89, 65, 'Male', 96.59099075137487, 1.9609269940314873, 0.1149675959220939, 29, 25.11966079891613, 98.66666666666667, 'Low Risk'),
(57447, 99, 17, '27:45.9', 36.963769662415764, 96.02311690460454, 127, 81, 54, 'Female', 54.35260416, 1.9236242612435777, 0.12417081815453135, 46, 14.688581767933504, 96.33333333333333, 'High Risk'),
(57448, 96, 19, '26:45.9', 36.64165198627061, 98.43604747192899, 122, 72, 56, 'Male', 58.325309945812414, 1.738339247803461, 0.096331812, 50, 19.301363241522743, 88.66666666666666, 'High Risk'),
(57449, 78, 12, '25:45.9', 36.84401607217976, 95.49284808278223, 113, 75, 22, 'Male', 99.92118160041872, 1.5746792847955775, 0.096228565, 38, 40.29705726, 87.66666666666667, 'High Risk'),
(57450, 88, 15, '24:45.9', 36.79016077365697, 97.79031821043304, 117, 79, 78, 'Male', 98.11489948979981, 1.502037157623944, 0.064995602, 38, 43.488418099965095, 91.66666666666667, 'High Risk'),
(57451, 63, 13, '23:45.9', 36.10161789179908, 95.08541609297681, 127, 71, 86, 'Male', 56.823512528730305, 1.9461617086167688, 0.12889854416581278, 56, 15.002727779170348, 89.66666666666666, 'High Risk'),
(57452, 74, 19, '22:45.9', 37.394420452364244, 96.44814328724125, 138, 86, 38, 'Male', 78.88899317570704, 1.857264824214984, 0.12973844823435288, 52, 22.870135961526746, 103.33333333333333, 'Low Risk'),
(57453, 65, 16, '21:45.9', 36.083230834918574, 99.26224391013463, 138, 76, 62, 'Male', 69.80258806, 1.9136017222231394, 0.085727194, 62, 19.061997965268947, 96.66666666666666, 'Low Risk'),
(57454, 80, 17, '20:45.9', 37.46112281608737, 98.81566558487273, 126, 79, 63, 'Female', 52.46049728636986, 1.9404007601880147, 0.070592603, 47, 13.93315700198177, 94.66666666666667, 'High Risk'),
(57455, 69, 16, '19:45.9', 36.911084060778975, 95.09458545912237, 128, 84, 34, 'Male', 82.26370947972924, 1.550808501081129, 0.11274656799097935, 44, 34.205184949324796, 98.66666666666667, 'High Risk'),
(57456, 63, 13, '18:45.9', 36.44608841300446, 96.98778931925946, 138, 80, 43, 'Male', 73.31777811308041, 1.7587775660300675, 0.052365111595612024, 58, 23.702134623787163, 99.33333333333333, 'Low Risk'),
(57457, 74, 14, '17:45.9', 37.05125289344625, 98.50395100145698, 126, 86, 81, 'Female', 66.65048357593254, 1.7118545021731875, 0.10971098545105862, 40, 22.74414450635992, 99.33333333333333, 'Low Risk'),
(57458, 99, 16, '16:45.9', 36.41367995, 96.8617987, 120, 87, 40, 'Female', 91.51355074231103, 1.6932494154687094, 0.080794059, 33, 31.91857820247013, 98, 'High Risk'),
(57459, 94, 14, '15:45.9', 36.52188481159514, 95.06240807, 137, 75, 49, 'Male', 64.83351769947171, 1.5636322162896807, 0.10949232346545057, 62, 26.51736498366119, 95.66666666666666, 'High Risk'),
(57460, 87, 18, '14:45.9', 36.92674785448956, 99.00133470327778, 137, 88, 23, 'Male', 98.38609845170868, 1.6719078652845099, 0.093310881, 49, 35.19727626876783, 104.33333333333333, 'High Risk'),
(57461, 63, 16, '13:45.9', 36.47727466484859, 97.80064911009677, 124, 76, 38, 'Female', 88.93282500810474, 1.7073340064142941, 0.11560969059105149, 48, 30.508798666482843, 92, 'High Risk'),
(57462, 83, 16, '12:45.9', 36.51512500145462, 96.66332541692232, 122, 83, 80, 'Male', 96.72939429815264, 1.6940178530426462, 0.11562606797079018, 39, 33.707186371678326, 96, 'High Risk'),
(57463, 79, 17, '11:45.9', 36.1332857, 98.51454537351796, 130, 77, 84, 'Male', 90.82500555184392, 1.5618612663228422, 0.13447334148420093, 53, 37.232356448905314, 94.66666666666666, 'High Risk'),
(57464, 87, 12, '10:45.9', 37.22473701265279, 97.55996250206323, 132, 85, 50, 'Male', 55.572732324116416, 1.8905724768198975, 0.13045471884841847, 47, 15.548019903817158, 100.66666666666667, 'High Risk'),
(57465, 71, 19, '09:45.9', 37.401764683728665, 95.11264382668097, 135, 89, 65, 'Female', 73.34777566088809, 1.929096172968015, 0.084473314, 46, 19.70966256427094, 104.33333333333333, 'Low Risk'),
(57466, 83, 17, '08:45.9', 36.709350157903806, 98.02095865757899, 124, 88, 23, 'Female', 90.19558919182083, 1.5795188448100088, 0.059300497870600447, 36, 36.152278708873816, 100, 'High Risk'),
(57467, 69, 17, '07:45.9', 37.25954944911535, 95.59977362970415, 132, 81, 36, 'Female', 70.41705132, 1.6380834345530275, 0.14695709957300468, 51, 26.24253579907923, 98, 'Low Risk'),
(57468, 78, 13, '06:45.9', 36.01799888726867, 96.66735772734023, 117, 72, 63, 'Female', 87.25599021, 1.7268415236493957, 0.061390806, 45, 29.26107552336494, 87, 'Low Risk'),
(57469, 71, 14, '05:45.9', 36.94260354930705, 96.88756611314669, 118, 76, 69, 'Male', 57.28968908198421, 1.560932152894839, 0.057243527, 42, 23.51301994367832, 90, 'Low Risk'),
(57470, 83, 19, '04:45.9', 37.49768666863572, 95.07819660998057, 139, 72, 74, 'Female', 79.71862026492005, 1.9755677554801383, 0.093744883, 67, 20.425651380877422, 94.33333333333333, 'Low Risk'),
(57471, 90, 16, '03:45.9', 37.15664457820109, 95.93038288536857, 137, 75, 66, 'Female', 97.54916352024242, 1.917154385472357, 0.074754062, 62, 26.540516784813757, 95.66666666666666, 'Low Risk'),
(57472, 67, 17, '02:45.9', 36.83004510766017, 98.03135144323504, 137, 74, 42, 'Male', 69.65919686201889, 1.602904100378251, 0.060277418, 63, 27.112114078708743, 95, 'Low Risk'),
(57473, 90, 17, '01:45.9', 36.148050539972616, 96.66220689005398, 134, 81, 76, 'Female', 85.84364291289192, 1.8770723002487535, 0.12520329935086794, 53, 24.363862369095422, 98.66666666666666, 'Low Risk'),
(57474, 92, 17, '00:45.9', 36.61158770722324, 99.57386077, 138, 83, 30, 'Female', 88.86451427569186, 1.898183601721493, 0.057281002098650446, 55, 24.66334267, 101.33333333333333, 'High Risk'),
(57475, 80, 12, '59:45.9', 37.222459886803975, 99.75663427464514, 110, 75, 42, 'Male', 92.72994872310363, 1.516717450110668, 0.05405617, 35, 40.30980087174255, 86.66666666666667, 'High Risk'),
(57476, 87, 14, '58:45.9', 36.74999278267739, 99.319278, 111, 80, 76, 'Male', 68.14215413, 1.8008602135715788, 0.069771771, 31, 21.01144166788819, 90.33333333333333, 'Low Risk'),
(57477, 60, 12, '57:45.9', 36.95107029590799, 95.42846105328427, 114, 77, 65, 'Male', 50.96762603745812, 1.978849905, 0.099982329, 37, 13.015734971110478, 89.33333333333333, 'High Risk'),
(57478, 86, 13, '56:45.9', 36.53840654455478, 96.47521204024562, 110, 76, 38, 'Male', 83.68591533263552, 1.6131182251075704, 0.062039886, 34, 32.16029137660564, 87.33333333333333, 'High Risk'),
(57479, 70, 13, '55:45.9', 36.940719307708335, 95.94812989686993, 117, 79, 75, 'Female', 76.20294480017796, 1.971719540657533, 0.10776812429213649, 38, 19.601146452671223, 91.66666666666667, 'Low Risk'),
(57480, 90, 19, '54:45.9', 36.031478332471146, 97.24302231135735, 117, 81, 48, 'Male', 78.64100480046292, 1.5383823024692418, 0.095437707, 36, 33.22924727814746, 93, 'High Risk'),
(57481, 86, 16, '53:45.9', 36.075695462475984, 95.87585249680053, 131, 75, 70, 'Male', 93.54876875794591, 1.5056315573227141, 0.10623914802507554, 56, 41.26678718767655, 93.66666666666666, 'High Risk'),
(57482, 71, 14, '52:45.9', 36.09945619771102, 96.18195033, 134, 75, 38, 'Male', 56.808165814434254, 1.894667841267231, 0.13397755198586042, 59, 15.825032103691266, 94.66666666666666, 'High Risk'),
(57483, 93, 13, '51:45.9', 37.07974482365537, 99.56268885787229, 125, 78, 61, 'Male', 83.46075998082924, 1.657163106642884, 0.1425245369499526, 47, 30.391478117588605, 93.66666666666667, 'High Risk'),
(57484, 95, 15, '50:45.9', 37.17572006316435, 99.19671071, 125, 81, 21, 'Female', 51.71256968833687, 1.7576209629912103, 0.070662476, 44, 16.739622955714164, 95.66666666666667, 'High Risk'),
(57485, 87, 16, '49:45.9', 36.060699472926146, 98.94165163, 125, 77, 53, 'Male', 67.40378763041971, 1.9746570487893784, 0.14013092391707374, 48, 17.286256061512955, 93, 'High Risk'),
(57486, 68, 14, '48:45.9', 36.27594959610133, 98.82822935909431, 120, 83, 87, 'Female', 99.89801554656299, 1.5417361707743342, 0.079910889, 37, 42.02780786, 95.33333333333333, 'High Risk'),
(57487, 71, 14, '47:45.9', 36.43590294591297, 97.21555524742651, 137, 72, 72, 'Female', 63.43936456978993, 1.8648678996238743, 0.14199971449809076, 65, 18.24158946306171, 93.66666666666666, 'High Risk'),
(57488, 87, 19, '46:45.9', 36.09945352628246, 99.32023177703273, 134, 75, 59, 'Male', 53.00020906702151, 1.6304407439863333, 0.095688115, 59, 19.937355073957274, 94.66666666666666, 'Low Risk'),
(57489, 68, 14, '45:45.9', 36.73327845506293, 98.44821369867178, 136, 80, 59, 'Female', 56.18774439209122, 1.5154826956055216, 0.088178688, 56, 24.46468535055599, 98.66666666666666, 'Low Risk'),
(57490, 80, 14, '44:45.9', 36.44253106285607, 99.58905637312212, 115, 77, 55, 'Male', 93.50998602, 1.6454580951361344, 0.06277537, 38, 34.53697838996102, 89.66666666666667, 'High Risk'),
(57491, 63, 15, '43:45.9', 36.830055089733456, 99.00312189, 135, 84, 59, 'Female', 57.54574158093511, 1.7623840257420809, 0.12133541323704644, 51, 18.527298373438693, 101, 'Low Risk'),
(57492, 76, 12, '42:45.9', 37.45219101670142, 95.37929629861026, 137, 85, 42, 'Female', 84.24814029591442, 1.839060238097654, 0.14625080343864255, 52, 24.909695205769477, 102.33333333333333, 'Low Risk'),
(57493, 68, 13, '41:45.9', 36.00857791554669, 95.18355027291888, 122, 70, 76, 'Female', 58.917486148829056, 1.9397264781468946, 0.12242591680952185, 52, 15.65897101, 87.33333333333333, 'High Risk'),
(57494, 93, 14, '40:45.9', 36.896199359380844, 99.98114248085956, 134, 82, 67, 'Male', 52.29547270981931, 1.7253422011488802, 0.083207327, 52, 17.567647265466025, 99.33333333333333, 'High Risk'),
(57495, 78, 15, '39:45.9', 36.81860255763113, 97.23864038919658, 118, 89, 83, 'Male', 84.55874524984485, 1.6619533405357072, 0.10191050277092473, 29, 30.61405628998918, 98.66666666666667, 'High Risk'),
(57496, 75, 13, '38:45.9', 36.57315506182885, 98.63533209029886, 120, 72, 18, 'Female', 91.76635412235588, 1.9443616243268194, 0.084653767, 48, 24.27333199, 88, 'Low Risk'),
(57497, 93, 19, '37:45.9', 36.96276266796623, 98.75596813773916, 124, 87, 27, 'Female', 98.67736386590386, 1.7591213624532345, 0.090472451, 37, 31.88790104644755, 99.33333333333333, 'High Risk'),
(57498, 94, 17, '36:45.9', 36.14501512958163, 98.68497897728476, 133, 79, 75, 'Male', 94.89796832, 1.8164104890164996, 0.11904316572371908, 54, 28.762651052886827, 97, 'High Risk'),
(57499, 98, 14, '35:45.9', 36.16349870516697, 99.3241702, 126, 79, 53, 'Male', 64.98754636596301, 1.5592121544435569, 0.078017568, 47, 26.731277672188718, 94.66666666666667, 'High Risk'),
(57500, 76, 13, '34:45.9', 36.92760001721901, 95.48994456911937, 114, 77, 34, 'Female', 96.47972791, 1.7328736652800274, 0.06696658, 37, 32.12937419069994, 89.33333333333333, 'High Risk'),
(57501, 82, 19, '33:45.9', 37.41551965386233, 97.88589319694982, 127, 86, 70, 'Male', 73.68113689824725, 1.8502989380717372, 0.053431640628753024, 41, 21.5214991, 99.66666666666667, 'Low Risk'),
(57502, 68, 18, '32:45.9', 36.41029957, 95.10947385, 128, 85, 53, 'Female', 53.17203243, 1.6631328071347484, 0.11450726095321796, 43, 19.223364456333716, 99.33333333333333, 'Low Risk'),
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(57681, 78, 14, '33:45.9', 36.87600105288356, 99.41846339186407, 133, 82, 28, 'Male', 87.78021914537416, 1.9070198846538249, 0.053057649, 51, 24.137162693383278, 99, 'Low Risk'),
(57682, 95, 12, '32:45.9', 37.06726899981983, 99.92695493503729, 139, 79, 42, 'Female', 78.64196820995751, 1.5741961952897094, 0.091198226, 60, 31.734865166406056, 99, 'High Risk'),
(57683, 87, 16, '31:45.9', 36.00351008685352, 97.29546146973017, 117, 75, 31, 'Female', 59.752651484107986, 1.6381560030155928, 0.057483191561423966, 42, 22.266228743341347, 89, 'Low Risk'),
(57684, 82, 12, '30:45.9', 36.281737079353164, 95.70109460861667, 119, 82, 30, 'Male', 76.67760412795627, 1.6426649559609212, 0.10866793400975822, 37, 28.416497668633436, 94.33333333333333, 'Low Risk'),
(57685, 79, 14, '29:45.9', 36.97776048226038, 99.30210408, 114, 84, 66, 'Male', 74.96586707832785, 1.6413038283954346, 0.10406326178324785, 30, 27.828231242668096, 94, 'Low Risk'),
(57686, 66, 19, '28:45.9', 36.73193074924607, 98.91834349, 110, 72, 81, 'Male', 66.21156896572019, 1.8225821685663257, 0.076539248, 38, 19.932402351629694, 84.66666666666667, 'Low Risk'),
(57687, 73, 19, '27:45.9', 36.74678776783152, 95.38543146633066, 128, 70, 72, 'Male', 61.13272536195467, 1.7468410523235613, 0.10689756120366278, 58, 20.033968112177124, 89.33333333333333, 'Low Risk'),
(57688, 65, 18, '26:45.9', 36.49719959, 98.11500754189201, 118, 78, 22, 'Female', 71.02324163975575, 1.9330220730347494, 0.10957244809801645, 40, 19.007581617616964, 91.33333333333333, 'Low Risk'),
(57689, 71, 14, '25:45.9', 36.309484954598666, 98.39977947864075, 110, 89, 25, 'Female', 91.35932451159883, 1.9686214998861273, 0.050505318628419005, 21, 23.57373689797786, 96, 'Low Risk'),
(57690, 85, 16, '24:45.9', 37.395788585322165, 96.52391443565685, 111, 74, 54, 'Male', 51.09307686697465, 1.7765931526702274, 0.13363587856479153, 37, 16.187735111819258, 86.33333333333333, 'High Risk'),
(57691, 61, 16, '23:45.9', 37.16905292697637, 95.22621408937121, 131, 80, 60, 'Male', 99.54501080930663, 1.5323104270156551, 0.1270289229019112, 51, 42.39610747, 97, 'High Risk'),
(57692, 96, 15, '22:45.9', 37.068711503148705, 95.73679368155702, 136, 82, 34, 'Male', 56.81886465648023, 1.945966402663792, 0.10388927031467027, 54, 15.004512020342354, 100, 'High Risk'),
(57693, 75, 19, '21:45.9', 36.00097242246992, 99.69519936338753, 137, 87, 29, 'Female', 98.91065852408627, 1.8326202208485034, 0.13332095021361534, 50, 29.4508711, 103.66666666666666, 'Low Risk'),
(57694, 87, 15, '20:45.9', 36.83692479949184, 96.23706055295467, 112, 86, 36, 'Male', 72.44307565182673, 1.6981360196924202, 0.092937046, 26, 25.121868179099327, 94.66666666666667, 'Low Risk'),
(57695, 87, 16, '19:45.9', 36.524048803652775, 96.46815551878628, 132, 75, 31, 'Male', 74.46256648609956, 1.806406452108699, 0.090413171, 57, 22.819548601516395, 94, 'Low Risk'),
(57696, 82, 15, '18:45.9', 37.144241270973225, 97.11036296967848, 138, 85, 64, 'Male', 71.99450403854134, 1.6025013854028738, 0.14350904019342736, 53, 28.035126299425972, 102.66666666666666, 'Low Risk'),
(57697, 72, 15, '17:45.9', 36.32073522710252, 96.55258629062578, 115, 81, 20, 'Female', 88.57293383898825, 1.9851311296453131, 0.13143486728984932, 34, 22.47618668826997, 92.33333333333333, 'Low Risk'),
(57698, 73, 15, '16:45.9', 36.01933054563216, 97.88468896677588, 129, 74, 78, 'Female', 87.68722384825948, 1.9289608824844464, 0.096525655, 55, 23.56619567305397, 92.33333333333333, 'Low Risk'),
(57699, 97, 18, '15:45.9', 36.92664924504408, 98.73386439750108, 118, 80, 88, 'Female', 83.37759932215687, 1.5214804036623304, 0.10260639359736765, 38, 36.01775671, 92.66666666666667, 'High Risk'),
(57700, 82, 18, '14:45.9', 37.37023175970779, 96.57969897602916, 137, 80, 34, 'Male', 69.65602780280028, 1.649688500845169, 0.083996097, 57, 25.59498093977827, 99, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(57701, 94, 19, '13:45.9', 36.13693582080405, 95.09463987, 122, 75, 73, 'Female', 85.55576222687088, 1.7475174006862342, 0.095639723, 47, 28.016007634441202, 90.66666666666667, 'High Risk'),
(57702, 81, 18, '12:45.9', 37.28538527555222, 97.85617894269367, 132, 83, 33, 'Male', 81.99843648, 1.9429608125425661, 0.062991428, 49, 21.720883618576693, 99.33333333333333, 'Low Risk'),
(57703, 99, 13, '11:45.9', 36.24368391438282, 95.12046789, 134, 74, 21, 'Female', 66.12824373, 1.789560703240169, 0.12332363783428356, 60, 20.648766796968534, 94, 'High Risk'),
(57704, 82, 14, '10:45.9', 36.534202983469044, 98.87966531248547, 125, 79, 84, 'Female', 84.35569600286703, 1.842009694177462, 0.082099058, 46, 24.86168674539901, 94.33333333333333, 'Low Risk'),
(57705, 88, 15, '09:45.9', 36.30230445144143, 97.10440191488458, 131, 84, 30, 'Male', 78.82871601962358, 1.5224932322267346, 0.14721499421033582, 47, 34.00742204149992, 99.66666666666667, 'High Risk'),
(57706, 85, 17, '08:45.9', 36.830892349662484, 98.60284769880285, 110, 89, 71, 'Female', 78.13890824428768, 1.6631997953682458, 0.11000151049486578, 21, 28.247400867949253, 96, 'Low Risk'),
(57707, 62, 15, '07:45.9', 36.45145123808225, 95.26749843973732, 120, 78, 50, 'Female', 51.02632018174811, 1.6033957073004337, 0.11485252924148388, 42, 19.847820186970655, 92, 'Low Risk'),
(57708, 88, 14, '06:45.9', 36.42246258642718, 95.47005491602675, 113, 71, 75, 'Male', 74.64439544924969, 1.5803176728490318, 0.102188504, 42, 29.888795336997813, 85, 'Low Risk'),
(57709, 69, 12, '05:45.9', 36.59848769617337, 95.71386712, 113, 71, 82, 'Female', 89.36068592133444, 1.7721650541595884, 0.1025644782410012, 42, 28.45366126762789, 85, 'Low Risk'),
(57710, 76, 15, '04:45.9', 36.280626490090604, 97.82060791716464, 116, 84, 28, 'Female', 60.85233744987831, 1.683061140133927, 0.070968993, 32, 21.482136875169953, 94.66666666666667, 'Low Risk'),
(57711, 99, 16, '03:45.9', 36.762782187478514, 97.57850449195071, 130, 72, 56, 'Male', 84.64160322672467, 1.921188856015178, 0.1250653683066082, 58, 22.932096637543737, 91.33333333333333, 'High Risk'),
(57712, 82, 12, '02:45.9', 36.740323351256585, 95.28200327397234, 129, 70, 64, 'Male', 72.04930739, 1.708307414525373, 0.14011146589399381, 59, 24.68867363103603, 89.66666666666666, 'Low Risk'),
(57713, 91, 13, '01:45.9', 36.274716567829294, 96.36456957673526, 138, 77, 18, 'Male', 69.08558926370685, 1.6574473642077499, 0.14809442646282006, 61, 25.14826195848991, 97.33333333333333, 'High Risk'),
(57714, 74, 14, '00:45.9', 36.39622628415934, 97.90082496587598, 127, 77, 77, 'Female', 76.14506061038524, 1.9605641281655577, 0.14424116100721096, 50, 19.809779078802777, 93.66666666666666, 'Low Risk'),
(57715, 85, 18, '59:45.9', 36.04224081473877, 98.88821349446933, 132, 86, 45, 'Female', 81.26794823810178, 1.6557182465438782, 0.094299947, 46, 29.644656713609645, 101.33333333333333, 'Low Risk'),
(57716, 83, 18, '58:45.9', 37.49545717942978, 96.884369, 128, 81, 68, 'Female', 95.40993581422967, 1.8256904779368954, 0.058387339, 47, 28.62459184023829, 96.66666666666667, 'Low Risk'),
(57717, 60, 14, '57:45.9', 37.098279410391584, 98.26157476437615, 135, 87, 33, 'Male', 73.81505097629083, 1.5949754267937495, 0.14569868336198535, 48, 29.015959150202647, 103, 'Low Risk'),
(57718, 96, 13, '56:45.9', 36.87170242032606, 99.10214821045591, 125, 78, 29, 'Male', 97.80152017166571, 1.6077866109709174, 0.10145958114566292, 47, 37.834568902510306, 93.66666666666667, 'High Risk'),
(57719, 83, 18, '55:45.9', 36.73075752640604, 97.90514448075724, 130, 71, 59, 'Female', 59.578075382214806, 1.5592188194615775, 0.081603031, 59, 24.505994608200883, 90.66666666666666, 'Low Risk'),
(57720, 98, 12, '54:45.9', 36.727682318345444, 96.29842425, 127, 81, 60, 'Female', 81.41871309403098, 1.517697061, 0.13828050458392865, 46, 35.34712107048715, 96.33333333333333, 'High Risk'),
(57721, 78, 19, '53:45.9', 36.97182657, 97.88834688, 113, 89, 61, 'Female', 92.22606664774354, 1.9620456098958579, 0.075640697, 24, 23.95716859526439, 97, 'Low Risk'),
(57722, 63, 16, '52:45.9', 36.804219306864645, 95.06511434028633, 137, 80, 45, 'Male', 63.40168276226068, 1.6052279861259036, 0.061015619, 57, 24.605224913245568, 99, 'Low Risk'),
(57723, 62, 15, '51:45.9', 36.998174967713744, 99.16359750323666, 124, 77, 29, 'Male', 52.530804721891464, 1.5980460167964174, 0.094489246, 47, 20.570056847744393, 92.66666666666667, 'Low Risk'),
(57724, 73, 15, '50:45.9', 37.37832168159687, 95.03738283, 110, 76, 30, 'Male', 62.04383826192356, 1.984688220575033, 0.10887533429752483, 34, 15.751215482181744, 87.33333333333333, 'High Risk'),
(57725, 74, 16, '49:45.9', 36.19804815418581, 99.11708738289377, 119, 77, 24, 'Female', 81.92046607643319, 1.6310117230880006, 0.073211853, 42, 30.794861083503843, 91, 'High Risk'),
(57726, 96, 18, '48:45.9', 36.023345972543765, 99.32380945465134, 116, 82, 72, 'Male', 52.704807437047094, 1.8549957227177103, 0.13555179768797387, 34, 15.316671774457076, 93.33333333333333, 'High Risk'),
(57727, 97, 14, '47:45.9', 37.15694190679486, 97.11185170474356, 114, 78, 42, 'Female', 65.66953812, 1.5621901442812118, 0.098885869, 36, 26.908914243448923, 90, 'High Risk'),
(57728, 77, 18, '46:45.9', 36.26788273797166, 96.68620918916442, 119, 88, 21, 'Male', 67.09032036808131, 1.6608082781923599, 0.065562336, 31, 24.32320857385809, 98.33333333333333, 'Low Risk'),
(57729, 65, 15, '45:45.9', 36.63666937234963, 97.35233378107837, 131, 73, 74, 'Female', 72.20688677183617, 1.7437202777865715, 0.056878480604203675, 58, 23.74788759391343, 92.33333333333333, 'Low Risk'),
(57730, 83, 19, '44:45.9', 36.61287352816523, 97.39572505034499, 128, 84, 83, 'Male', 60.819907436287835, 1.552054252, 0.14482048558717858, 44, 25.24828936795553, 98.66666666666667, 'Low Risk'),
(57731, 97, 19, '43:45.9', 37.2743508, 96.21051220188757, 120, 74, 51, 'Male', 98.75913029623024, 1.625620929129989, 0.080951396, 46, 37.37134193018559, 89.33333333333333, 'High Risk'),
(57732, 60, 19, '42:45.9', 37.018970558218065, 99.86283595, 136, 87, 79, 'Male', 55.226133872274005, 1.5538684958208038, 0.10118116851060605, 49, 22.872630710027735, 103.33333333333333, 'Low Risk'),
(57733, 91, 12, '41:45.9', 36.459202714517794, 95.15745176541967, 130, 75, 38, 'Male', 75.82703202651177, 1.6977731722069775, 0.12618403753349966, 55, 26.30660016986013, 93.33333333333333, 'High Risk'),
(57734, 98, 17, '40:45.9', 36.69290897675296, 97.51124036351251, 139, 86, 66, 'Male', 79.20191918084808, 1.850378385802152, 0.1439329114401832, 53, 23.132076063408167, 103.66666666666666, 'High Risk'),
(57735, 87, 16, '39:45.9', 37.17259188527063, 98.26542092443806, 129, 78, 49, 'Male', 74.45312277978026, 1.9783805132677492, 0.10908278779823903, 51, 19.022310517313432, 95, 'Low Risk'),
(57736, 74, 19, '38:45.9', 36.41664561916313, 95.42238530731309, 121, 72, 46, 'Male', 94.48365054135712, 1.9793272365676722, 0.086531964, 49, 24.11689891282608, 88.33333333333333, 'Low Risk'),
(57737, 90, 19, '37:45.9', 36.12320152884689, 95.93553570604892, 129, 83, 81, 'Female', 85.72917073179774, 1.6975944067985518, 0.056797514, 46, 29.748204029621238, 98.33333333333333, 'Low Risk'),
(57738, 66, 15, '36:45.9', 36.44258663129272, 97.88516598062375, 115, 71, 21, 'Female', 79.70457226650748, 1.5042429802098203, 0.097010435, 44, 35.22469558299366, 85.66666666666667, 'High Risk'),
(57739, 99, 18, '35:45.9', 37.168379899613036, 99.1319373, 118, 87, 36, 'Male', 73.58677496145035, 1.6767911703063272, 0.066463465, 31, 26.17229538, 97.33333333333333, 'High Risk'),
(57740, 99, 16, '34:45.9', 36.21093401456316, 99.15580795628725, 131, 73, 84, 'Male', 57.59533374066654, 1.660334639003413, 0.14502102330942807, 58, 20.892770903394606, 92.33333333333333, 'High Risk'),
(57741, 96, 19, '33:45.9', 36.77832157379429, 95.70546022623043, 124, 84, 72, 'Male', 70.47388478610176, 1.6954043199397522, 0.096396204, 40, 24.517808086218988, 97.33333333333333, 'High Risk'),
(57742, 74, 14, '32:45.9', 37.242315929086026, 99.56767018034068, 117, 77, 33, 'Female', 85.27425601958339, 1.7470618252412007, 0.056190913, 40, 27.938390985876595, 90.33333333333333, 'Low Risk'),
(57743, 93, 17, '31:45.9', 36.13398629664354, 95.99224819018224, 127, 71, 62, 'Female', 57.84384195098416, 1.9149241488341224, 0.092007972, 56, 15.774441026264503, 89.66666666666666, 'High Risk'),
(57744, 74, 12, '30:45.9', 37.24485473554202, 97.79407312781903, 119, 80, 56, 'Female', 84.43134401442765, 1.9011381025688723, 0.12620794690208686, 39, 23.360189985047402, 93, 'Low Risk'),
(57745, 89, 12, '29:45.9', 36.98018157539086, 95.81520854878275, 121, 71, 87, 'Female', 75.67031793268586, 1.9970329086829879, 0.13224436074536788, 50, 18.973834824068824, 87.66666666666666, 'Low Risk'),
(57746, 80, 14, '28:45.9', 36.455760163934286, 97.79659435145284, 130, 74, 56, 'Female', 87.80273421144264, 1.6555194370477788, 0.07457317, 56, 32.036087567237864, 92.66666666666666, 'High Risk'),
(57747, 93, 16, '27:45.9', 36.410748230433754, 95.38075151455982, 133, 88, 72, 'Male', 89.85519180710887, 1.7549092904509742, 0.11912035401418909, 45, 29.176542755845308, 103, 'High Risk'),
(57748, 89, 13, '26:45.9', 37.17362750091492, 96.64273393, 118, 76, 46, 'Male', 88.71932790199006, 1.516757825684481, 0.079924516, 42, 38.564326794431224, 90, 'High Risk'),
(57749, 69, 16, '25:45.9', 37.286540662782755, 95.44064083, 138, 85, 67, 'Male', 72.64407937127324, 1.647335472983765, 0.14016601252153849, 53, 26.76924505436228, 102.66666666666666, 'Low Risk'),
(57750, 83, 15, '24:45.9', 37.22187577687207, 95.15906402605664, 111, 74, 65, 'Female', 94.15885584426896, 1.981965952996605, 0.064845756, 37, 23.970041898016284, 86.33333333333333, 'Low Risk'),
(57751, 98, 14, '23:45.9', 36.464985669519486, 98.77479522204237, 139, 85, 81, 'Male', 56.559020664654774, 1.658161433600066, 0.12386019519250657, 54, 20.570661663498168, 103, 'High Risk'),
(57752, 74, 16, '22:45.9', 36.41566139487852, 95.45719430973867, 125, 74, 46, 'Female', 63.670620092547225, 1.6045165659790315, 0.12312136637367099, 51, 24.731512018278405, 91, 'Low Risk'),
(57753, 91, 17, '21:45.9', 37.104489704956535, 96.72269241371998, 116, 78, 31, 'Male', 78.84091794, 1.7068472230968563, 0.062415376, 38, 27.062154694363606, 90.66666666666667, 'High Risk'),
(57754, 83, 18, '20:45.9', 36.56546764812323, 95.57739697050371, 116, 72, 44, 'Male', 89.68806746394993, 1.8895504705718955, 0.079000603, 44, 25.11988651842898, 86.66666666666667, 'Low Risk'),
(57755, 86, 19, '19:45.9', 36.45155436486519, 98.20997305, 113, 85, 69, 'Female', 60.622745968972346, 1.9258495288638504, 0.081753394, 28, 16.345224914092796, 94.33333333333333, 'High Risk'),
(57756, 78, 16, '18:45.9', 36.840182399152695, 96.73654411137532, 139, 82, 58, 'Female', 76.29225300428156, 1.9503228434994637, 0.083938127, 57, 20.057067000222933, 101, 'Low Risk'),
(57757, 79, 12, '17:45.9', 37.162473969004736, 99.44963853807458, 110, 88, 71, 'Male', 78.90894176583305, 1.7795878029683705, 0.14187279283429352, 22, 24.91651955787847, 95.33333333333333, 'Low Risk'),
(57758, 82, 14, '16:45.9', 37.16064538213179, 98.49186261931797, 111, 83, 19, 'Male', 72.33866379810331, 1.965010464, 0.11153690794537227, 28, 18.734441375697017, 92.33333333333333, 'Low Risk'),
(57759, 66, 17, '15:45.9', 36.35684510485973, 98.89138768346658, 115, 71, 29, 'Male', 76.11250634574826, 1.8020317747849912, 0.11018871511247262, 44, 23.438571220977124, 85.66666666666667, 'Low Risk'),
(57760, 64, 16, '14:45.9', 37.19267261, 96.19208710915711, 117, 71, 22, 'Male', 67.70549147148331, 1.7618888558627632, 0.090709279, 46, 21.810563075058162, 86.33333333333333, 'Low Risk'),
(57761, 72, 15, '13:45.9', 36.60974283278596, 98.26166626590329, 135, 72, 50, 'Male', 94.10828959308881, 1.6469293850450692, 0.058552264763437105, 63, 34.6958813, 93, 'High Risk'),
(57762, 91, 13, '12:45.9', 36.172724268830564, 96.50920950028912, 116, 80, 64, 'Female', 76.00246484746816, 1.6539863896248876, 0.14840374933031975, 36, 27.78201965, 92, 'High Risk'),
(57763, 99, 13, '11:45.9', 36.05101787227898, 97.23411484135269, 127, 80, 45, 'Male', 94.22036362, 1.6558674470750638, 0.066224463, 47, 34.36320311912494, 95.66666666666667, 'High Risk'),
(57764, 68, 14, '10:45.9', 36.22478073174898, 95.23737821251216, 115, 77, 87, 'Male', 78.99860695815906, 1.9716951195827237, 0.13145086907002024, 38, 20.320758296656976, 89.66666666666667, 'Low Risk'),
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(57942, 69, 18, '12:45.9', 36.876278248027496, 97.32020310714539, 137, 89, 20, 'Female', 74.02984331610043, 1.9112859013156789, 0.10001760245782773, 48, 20.265415746759448, 105, 'Low Risk'),
(57943, 60, 12, '11:45.9', 36.13285988910778, 99.03169624866814, 131, 73, 75, 'Male', 88.83585031548151, 1.5245778568690287, 0.081493983, 58, 38.21985615317655, 92.33333333333333, 'High Risk'),
(57944, 72, 16, '10:45.9', 36.476695153643654, 96.05137583505159, 130, 83, 50, 'Male', 84.97126634694652, 1.7407671898198798, 0.12310944962718316, 47, 28.040819753338727, 98.66666666666667, 'Low Risk'),
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(57946, 96, 16, '08:45.9', 36.69429305908558, 97.66675592903228, 111, 89, 33, 'Female', 76.62817035, 1.7017763187523474, 0.068369958, 22, 26.45961399827648, 96.33333333333333, 'High Risk'),
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(57948, 84, 12, '06:45.9', 36.22648803317521, 95.92037090944923, 120, 78, 67, 'Male', 90.81929207490664, 1.789174336779478, 0.081292487, 42, 28.370879025915283, 92, 'Low Risk'),
(57949, 80, 17, '05:45.9', 37.295344150488766, 96.67707870435936, 124, 78, 65, 'Female', 55.94633129344603, 1.8866503392545604, 0.1375608506054259, 46, 15.717692090429463, 93.33333333333333, 'High Risk'),
(57950, 81, 18, '04:45.9', 37.39053770778557, 98.85803279, 122, 80, 74, 'Female', 53.58707214343853, 1.927114821342079, 0.09653488, 42, 14.429286143119269, 94, 'High Risk'),
(57951, 65, 18, '03:45.9', 36.639801776140395, 99.52548458886216, 118, 72, 64, 'Female', 82.70061497929979, 1.8677304432447386, 0.058959558, 46, 23.707204378051166, 87.33333333333333, 'Low Risk'),
(57952, 74, 13, '02:45.9', 36.94218960689415, 95.22112366576295, 132, 83, 60, 'Male', 74.57038053389675, 1.7251433173172028, 0.10632701871695854, 49, 25.056245693005366, 99.33333333333333, 'Low Risk'),
(57953, 69, 17, '01:45.9', 36.24969682477628, 99.87475529625085, 118, 72, 84, 'Male', 61.09503361, 1.502128807, 0.075636584, 46, 27.076439708404806, 87.33333333333333, 'Low Risk'),
(57954, 64, 19, '00:45.9', 36.34312078146823, 97.66547665, 118, 75, 83, 'Female', 68.52275695981221, 1.786306799186717, 0.106251224, 43, 21.47448342710374, 89.33333333333333, 'Low Risk'),
(57955, 82, 16, '59:45.9', 36.84547262515835, 99.33470652113574, 120, 82, 77, 'Female', 64.69945802455621, 1.532765198448758, 0.138253753, 38, 27.539077001196606, 94.66666666666667, 'Low Risk'),
(57956, 66, 12, '58:45.9', 36.82680993520803, 99.59876278635926, 138, 87, 23, 'Male', 74.71872332, 1.7106099573382059, 0.086369249, 51, 25.53450547524197, 104, 'Low Risk'),
(57957, 93, 16, '57:45.9', 37.04076967681449, 98.14691701431231, 111, 83, 45, 'Female', 66.97117748700802, 1.773074290385979, 0.12246587982100919, 28, 21.30267146499632, 92.33333333333333, 'High Risk'),
(57958, 90, 17, '56:45.9', 36.89864636, 96.01435926370904, 123, 75, 57, 'Male', 88.56021305201179, 1.8706272072480545, 0.074917884, 48, 25.30836908688432, 91, 'Low Risk'),
(57959, 71, 16, '55:45.9', 37.09028600158505, 95.26545138427142, 122, 83, 28, 'Female', 73.41798657272918, 1.8017326901280866, 0.077901298, 39, 22.61631026746247, 96, 'Low Risk'),
(57960, 79, 16, '54:45.9', 36.19150056287211, 96.0272178, 112, 81, 71, 'Male', 66.48087814079443, 1.7388688693351675, 0.1171794366818757, 31, 21.986853489299506, 91.33333333333333, 'Low Risk'),
(57961, 89, 12, '53:45.9', 36.90072502992777, 95.62582768356941, 128, 75, 54, 'Female', 90.43976376018637, 1.6156923483939967, 0.124443274, 53, 34.64512102210527, 92.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(57963, 66, 12, '51:45.9', 36.90883773736453, 97.72250342112795, 138, 82, 68, 'Female', 85.85138366327608, 1.9112077819279643, 0.081118913, 56, 23.50344313712936, 100.66666666666666, 'Low Risk'),
(57964, 83, 17, '50:45.9', 36.72512955330511, 96.50919489807023, 135, 85, 29, 'Female', 80.96131999522774, 1.6260534001661078, 0.11630088037979439, 50, 30.62019644115005, 101.66666666666666, 'High Risk'),
(57965, 64, 12, '49:45.9', 37.24867786356157, 95.09902085261027, 128, 80, 53, 'Male', 81.26522384782935, 1.9180644298303622, 0.12461270182913016, 48, 22.089116869980586, 96, 'Low Risk'),
(57966, 65, 14, '48:45.9', 36.248275691399826, 97.22055776560973, 119, 77, 49, 'Female', 79.29954013665585, 1.7816834376165975, 0.11157623252960869, 42, 24.980986410418666, 91, 'Low Risk'),
(57967, 83, 16, '47:45.9', 37.32445984403819, 96.72091959584787, 133, 81, 65, 'Female', 60.27432051836423, 1.5008675081105203, 0.13771949010908524, 52, 26.757628001528303, 98.33333333333333, 'Low Risk'),
(57968, 99, 18, '46:45.9', 37.11454980749461, 95.73598173337636, 130, 89, 80, 'Male', 70.52405487864391, 1.9981463033654048, 0.10520858058163715, 41, 17.663741764325305, 102.66666666666667, 'High Risk'),
(57969, 73, 14, '45:45.9', 37.47498734414432, 95.61178268517628, 124, 80, 32, 'Female', 96.23467124161719, 1.7236675934662642, 0.061985412, 44, 32.39101325929428, 94.66666666666667, 'High Risk'),
(57970, 67, 13, '44:45.9', 36.50696547010939, 95.05863494749343, 135, 77, 55, 'Male', 60.25623693402852, 1.852699868856826, 0.10683618627512569, 58, 17.554637447213302, 96.33333333333333, 'High Risk'),
(57971, 67, 17, '43:45.9', 36.94301309716092, 97.92912367363931, 111, 74, 62, 'Female', 78.04781113463486, 1.8277305798535564, 0.054815883773949206, 37, 23.363417590690684, 86.33333333333333, 'Low Risk'),
(57972, 90, 19, '42:45.9', 37.28271139820528, 95.09757785630055, 132, 86, 84, 'Male', 99.29439873651457, 1.553692190675354, 0.1045802583668487, 46, 41.13341664959585, 101.33333333333333, 'High Risk'),
(57973, 87, 19, '41:45.9', 37.09791593741586, 97.50695978097113, 124, 81, 84, 'Female', 79.14509454048604, 1.9469244608998528, 0.14162116887900822, 43, 20.879774262276715, 95.33333333333333, 'Low Risk'),
(57974, 67, 18, '40:45.9', 36.25713338234825, 99.70762016973538, 133, 86, 81, 'Female', 87.46433428527823, 1.751686985758079, 0.06928371, 47, 28.504799345635007, 101.66666666666667, 'Low Risk'),
(57975, 60, 15, '39:45.9', 37.16224541885437, 96.84405444282713, 135, 87, 27, 'Male', 87.01043183453744, 1.8893660225266462, 0.073480213, 48, 24.37469118924066, 103, 'Low Risk'),
(57976, 64, 16, '38:45.9', 36.748761827563044, 98.52837886, 136, 80, 24, 'Female', 82.03692597162495, 1.584484530030065, 0.1323927950108329, 56, 32.67633740019389, 98.66666666666666, 'High Risk'),
(57977, 72, 13, '37:45.9', 37.23462990825501, 99.63919056579505, 120, 83, 21, 'Female', 78.39431909056283, 1.8584063250829255, 0.053727297, 37, 22.698817989737258, 95.33333333333333, 'Low Risk'),
(57978, 60, 18, '36:45.9', 36.07220601022771, 99.84618691573797, 132, 77, 36, 'Female', 58.794055966368944, 1.784401426240374, 0.11148744586341192, 55, 18.464956891177835, 95.33333333333333, 'High Risk'),
(57979, 71, 17, '35:45.9', 36.20762386441064, 98.56668149102288, 128, 83, 36, 'Male', 88.48522188129851, 1.842447139378137, 0.052420395863334225, 45, 26.066376929257093, 98, 'Low Risk'),
(57980, 69, 16, '34:45.9', 36.104280165176064, 96.29847307611607, 112, 85, 89, 'Male', 92.08072252, 1.9654419939932315, 0.078053366, 27, 23.83681667, 94, 'Low Risk'),
(57981, 96, 16, '33:45.9', 37.394227741704285, 96.24582944809116, 121, 74, 87, 'Female', 74.66776906539954, 1.9766005140075025, 0.12192929992582449, 47, 19.111526091551024, 89.66666666666667, 'High Risk'),
(57982, 91, 12, '32:45.9', 36.10442349202201, 99.87831216957701, 139, 73, 44, 'Male', 88.93420249506053, 1.692567884704988, 0.067226435, 66, 31.043924788356577, 95, 'High Risk'),
(57983, 72, 14, '31:45.9', 36.37518109643002, 99.41554558, 121, 82, 72, 'Female', 50.79351352838305, 1.7554619613970535, 0.13110823197536253, 39, 16.482588209348872, 95, 'High Risk'),
(57984, 89, 16, '30:45.9', 37.36811027284641, 98.69858975369145, 134, 74, 29, 'Male', 64.93315761132266, 1.7149190297876329, 0.10197090569379302, 60, 22.078994098599594, 94, 'Low Risk'),
(57985, 77, 12, '29:45.9', 37.458191180398586, 96.62151480782549, 122, 87, 29, 'Male', 89.03733207553378, 1.9163216774931993, 0.092624824, 35, 24.245732733051046, 98.66666666666667, 'Low Risk'),
(57986, 94, 19, '28:45.9', 36.57570745515081, 99.70674026252439, 126, 80, 19, 'Female', 54.106634790582056, 1.9491651910677086, 0.12592816695897177, 46, 14.24141786475659, 95.33333333333333, 'High Risk'),
(57987, 75, 19, '27:45.9', 36.463390298273595, 95.79923814447912, 131, 77, 64, 'Male', 86.30326306165858, 1.924905132, 0.059906668, 54, 23.292095156532305, 95, 'Low Risk'),
(57988, 66, 12, '26:45.9', 36.74264847822025, 97.87880936882725, 138, 85, 38, 'Male', 86.23288350129792, 1.8911624906683242, 0.10823813413295719, 53, 24.110999694337647, 102.66666666666666, 'Low Risk'),
(57989, 93, 14, '25:45.9', 36.28046566217603, 98.13449901982591, 111, 74, 35, 'Male', 68.27530913347876, 1.8403494463195091, 0.12932978929009062, 37, 20.158726165771462, 86.33333333333333, 'High Risk'),
(57990, 66, 14, '24:45.9', 36.92683439214498, 96.64685973853986, 133, 84, 58, 'Female', 88.79853263682588, 1.7651948715994437, 0.059437165831625186, 49, 28.49839982604572, 100.33333333333333, 'Low Risk'),
(57991, 75, 19, '23:45.9', 36.95537102281727, 96.39140874304769, 133, 74, 69, 'Female', 97.72614062168006, 1.5608322719039265, 0.10960617895147048, 59, 40.11421298749325, 93.66666666666666, 'High Risk'),
(57992, 63, 16, '22:45.9', 37.16565304020519, 99.00108757713726, 139, 80, 57, 'Female', 92.90820357323364, 1.866298124842141, 0.059883493144529745, 59, 26.67423809898503, 99.66666666666666, 'Low Risk'),
(57993, 90, 15, '21:45.9', 36.05877865062882, 95.07260614860054, 137, 86, 35, 'Male', 63.018370560635255, 1.946495917345402, 0.14149593947001032, 51, 16.632601228817123, 103, 'High Risk'),
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(57995, 68, 14, '19:45.9', 37.38147185929262, 95.49863603805233, 130, 76, 20, 'Male', 76.11360096930194, 1.819464121286554, 0.13728689055616372, 54, 22.991921982769302, 94, 'Low Risk'),
(57996, 96, 12, '18:45.9', 37.21806120980828, 96.34785865, 112, 79, 21, 'Male', 69.20583052671691, 1.7141959777366775, 0.10282854786804044, 33, 23.551671843076367, 90, 'High Risk'),
(57997, 94, 15, '17:45.9', 36.27056944279438, 96.71126191966202, 139, 88, 59, 'Female', 50.73614762682034, 1.580899672452237, 0.10364820673386237, 51, 20.300599784357185, 105, 'High Risk'),
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(57999, 60, 16, '15:45.9', 37.06906951629913, 97.53906334, 117, 80, 39, 'Male', 87.75359487496343, 1.6829976388739085, 0.1450995884454741, 37, 30.98117630792268, 92.33333333333333, 'High Risk'),
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(58001, 93, 15, '13:45.9', 37.36831198464926, 97.52419694625627, 127, 83, 73, 'Female', 85.45857441012609, 1.9546619917989099, 0.093086419, 44, 22.36723534325344, 97.66666666666667, 'High Risk'),
(58002, 74, 14, '12:45.9', 36.414888056848305, 95.70941787, 132, 75, 21, 'Female', 50.968545720869606, 1.8788125071608075, 0.056033218786482965, 57, 14.438941502092337, 94, 'High Risk'),
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(58004, 62, 15, '10:45.9', 36.227613122261936, 97.32132367406976, 122, 84, 89, 'Female', 66.60098287264069, 1.507077552708235, 0.090906718, 38, 29.32306991555594, 96.66666666666667, 'Low Risk'),
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(58006, 65, 15, '08:45.9', 36.976417625847624, 98.33453134, 116, 87, 67, 'Male', 56.05335495150711, 1.6716279841852044, 0.10255741346417806, 29, 20.059603553712584, 96.66666666666667, 'Low Risk'),
(58007, 74, 12, '07:45.9', 36.74200619, 96.87852298942146, 120, 80, 71, 'Male', 78.78482943843552, 1.5041970114624643, 0.14451511442382642, 40, 34.82035192567089, 93.33333333333333, 'High Risk'),
(58008, 61, 17, '06:45.9', 36.96461678351962, 95.10470685184464, 126, 72, 44, 'Male', 52.31675129, 1.7495687698952591, 0.12278485011731438, 54, 17.091443041609757, 90, 'High Risk'),
(58009, 60, 18, '05:45.9', 36.69614503512495, 99.11623482, 137, 84, 42, 'Female', 79.52328194818561, 1.6534864535711242, 0.071349471, 53, 29.086603630070762, 101.66666666666666, 'Low Risk'),
(58010, 91, 19, '04:45.9', 36.99868211973301, 99.06977590390251, 113, 70, 87, 'Male', 91.94079970341267, 1.8862091849129448, 0.14548488437284116, 43, 25.842145435152023, 84.33333333333333, 'High Risk'),
(58011, 85, 14, '03:45.9', 36.93494981209246, 96.59590533, 122, 74, 34, 'Female', 83.08796224, 1.7331725356145058, 0.053166172, 48, 27.660148728358973, 90, 'Low Risk'),
(58012, 97, 12, '02:45.9', 36.30452985243067, 99.87879732956557, 122, 76, 25, 'Female', 96.92623420528702, 1.639742362197918, 0.078541999, 46, 36.04874140138284, 91.33333333333333, 'High Risk'),
(58013, 97, 17, '01:45.9', 36.64211750674924, 99.37682377067736, 119, 88, 39, 'Female', 60.22683426780804, 1.6063248372547745, 0.14113769530277664, 31, 23.34120573748184, 98.33333333333333, 'High Risk'),
(58014, 78, 14, '00:45.9', 36.74773545994885, 98.26853445390041, 115, 81, 27, 'Male', 89.45844943375104, 1.5415420039643062, 0.14457784539637653, 34, 37.64528943758734, 92.33333333333333, 'High Risk'),
(58015, 98, 12, '59:45.9', 37.11086396701921, 95.79425797382993, 135, 80, 50, 'Male', 92.09499197745052, 1.8413182301248234, 0.064152376, 55, 27.163035954817342, 98.33333333333333, 'High Risk'),
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(58017, 66, 13, '57:45.9', 37.19008061949476, 98.49398801819163, 118, 76, 36, 'Male', 86.48360110265696, 1.6352024637281837, 0.082459453, 42, 32.34377442013525, 90, 'High Risk'),
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(58019, 69, 19, '55:45.9', 36.99069237905191, 95.68105291860586, 113, 73, 49, 'Female', 86.92364912541781, 1.5255672446466773, 0.051865177006468755, 40, 37.348678442246204, 86.33333333333333, 'High Risk'),
(58020, 61, 12, '54:45.9', 36.111764967804866, 96.72008513, 125, 78, 58, 'Male', 84.15728956, 1.830416794393536, 0.1266019018831419, 47, 25.11838750476777, 93.66666666666667, 'Low Risk'),
(58021, 65, 15, '53:45.9', 36.620928386951626, 98.78183444, 121, 79, 84, 'Female', 85.31450510063443, 1.922202352508263, 0.071756008, 42, 23.090039026991832, 93, 'Low Risk'),
(58022, 77, 18, '52:45.9', 36.54782488078428, 96.91710395924346, 129, 82, 87, 'Male', 92.65483182009554, 1.7041424636795357, 0.10208755426507007, 47, 31.904818290637195, 97.66666666666667, 'High Risk'),
(58023, 85, 17, '51:45.9', 36.714055341982686, 98.91914310575949, 123, 88, 40, 'Male', 87.17458848076424, 1.8578606893292784, 0.080823311, 35, 25.255944517375806, 99.66666666666667, 'Low Risk'),
(58024, 74, 17, '50:45.9', 37.13792939740841, 97.68112099003307, 114, 73, 68, 'Male', 54.13197242729693, 1.7391757538095753, 0.095021502, 41, 17.89645066443279, 86.66666666666667, 'High Risk'),
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(58203, 97, 17, '51:45.9', 37.33517489378893, 96.77974866043674, 128, 83, 62, 'Female', 60.11820877429467, 1.566749869856394, 0.090425575, 45, 24.49101011553616, 98, 'High Risk'),
(58204, 76, 17, '50:45.9', 36.971847738948235, 99.73825172, 134, 72, 65, 'Female', 67.15209181078421, 1.9655813069507242, 0.13377550184797837, 62, 17.381110440178727, 92.66666666666666, 'High Risk'),
(58205, 79, 17, '49:45.9', 36.482072642621034, 97.61353558336357, 113, 70, 22, 'Male', 75.07316027646286, 1.6352644279189144, 0.1348931392320562, 43, 28.07428595036713, 84.33333333333333, 'Low Risk'),
(58206, 87, 15, '48:45.9', 36.48979687689549, 98.01034914708981, 138, 77, 32, 'Female', 61.047412327633666, 1.6978051011980608, 0.12370397178176572, 61, 21.178324168067462, 97.33333333333333, 'Low Risk'),
(58207, 72, 13, '47:45.9', 36.95218195457024, 98.85373239, 139, 74, 26, 'Female', 93.53123576326041, 1.812082469648391, 0.086327182, 65, 28.483985400449345, 95.66666666666666, 'Low Risk'),
(58208, 72, 14, '46:45.9', 37.362241034004434, 98.33254228656182, 136, 80, 67, 'Female', 81.75335703665723, 1.9798309743774714, 0.087861507, 56, 20.856881138701247, 98.66666666666666, 'Low Risk'),
(58209, 78, 19, '45:45.9', 37.47896104517768, 98.20143761112702, 111, 73, 29, 'Male', 94.87230260969984, 1.7490874666846195, 0.13056899427114788, 38, 31.01104389345831, 85.66666666666667, 'High Risk'),
(58210, 68, 16, '44:45.9', 37.00553780718556, 99.45608192828591, 113, 75, 70, 'Male', 88.21395153, 1.9303285861612909, 0.096236636, 38, 23.67417166045148, 87.66666666666667, 'Low Risk'),
(58211, 67, 17, '43:45.9', 37.40126715006198, 97.44219981509394, 129, 77, 27, 'Female', 84.168256, 1.9577404207433018, 0.058034485, 52, 21.960292138552774, 94.33333333333333, 'Low Risk'),
(58212, 76, 19, '42:45.9', 37.40717989135797, 95.67816862028656, 130, 87, 87, 'Female', 91.60309076416678, 1.8873628656476695, 0.126005936, 43, 25.71575713199225, 101.33333333333333, 'Low Risk'),
(58213, 84, 15, '41:45.9', 36.645149762050664, 98.41610585044948, 113, 83, 20, 'Female', 71.66647635315219, 1.543726368596177, 0.064585997, 30, 30.072906705118346, 93, 'High Risk'),
(58214, 78, 17, '40:45.9', 36.25530160166045, 95.54682234, 110, 73, 78, 'Male', 84.03064329724432, 1.703398661999231, 0.063394645, 37, 28.960435257221107, 85.33333333333333, 'Low Risk'),
(58215, 89, 14, '39:45.9', 36.84625893468002, 96.80420484655401, 136, 86, 36, 'Female', 65.03402457781102, 1.9124635061102087, 0.13426173541721528, 50, 17.780923666013702, 102.66666666666666, 'High Risk'),
(58216, 80, 17, '38:45.9', 36.515007895717744, 95.90114373334696, 125, 84, 28, 'Female', 93.66858780579932, 1.6465794561043212, 0.1300804579019576, 41, 34.54845157713037, 97.66666666666667, 'High Risk'),
(58217, 97, 13, '37:45.9', 36.77052579357582, 98.72558016, 111, 76, 57, 'Male', 87.34622946906373, 1.8829673005813659, 0.11946139566314969, 35, 24.635342577106986, 87.66666666666667, 'High Risk'),
(58218, 62, 17, '36:45.9', 36.86813118223794, 95.22547668664033, 134, 87, 87, 'Female', 98.54625318504469, 1.7607027053168522, 0.10706623846856105, 47, 31.788354942564705, 102.66666666666667, 'High Risk'),
(58219, 84, 12, '35:45.9', 36.88522644850726, 96.50071702761916, 120, 79, 82, 'Male', 50.69504272194399, 1.9099398607344744, 0.057468379, 41, 13.897161616823865, 92.66666666666667, 'High Risk'),
(58220, 69, 14, '34:45.9', 36.58294144454246, 98.61219242213029, 110, 72, 56, 'Male', 62.78999360301102, 1.9513651686610083, 0.070691663, 38, 16.489722284864232, 84.66666666666667, 'High Risk'),
(58221, 94, 16, '33:45.9', 36.09403979726649, 96.22490716472569, 116, 88, 43, 'Female', 75.03585022, 1.849459383730798, 0.079164566, 28, 21.93709982530406, 97.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(58223, 67, 13, '31:45.9', 37.05599715496895, 99.233679, 122, 85, 82, 'Male', 87.87794180048789, 1.773794726679201, 0.054668923, 37, 27.93014290686708, 97.33333333333333, 'Low Risk'),
(58224, 67, 17, '30:45.9', 36.92654343446748, 99.42403018325679, 116, 70, 22, 'Female', 79.38281769366395, 1.9677507797891993, 0.12578450815164954, 46, 20.501532395317437, 85.33333333333333, 'Low Risk'),
(58225, 66, 14, '29:45.9', 37.43198268204847, 96.61897668717407, 136, 85, 18, 'Male', 90.95416040497003, 1.5636954165597627, 0.11778592736228297, 51, 37.197884610870716, 102, 'High Risk'),
(58226, 71, 16, '28:45.9', 37.37419877321891, 96.69803147573337, 126, 75, 41, 'Male', 74.25635510324813, 1.5473805532145937, 0.10752307956692878, 51, 31.01268434808267, 92, 'High Risk'),
(58227, 78, 14, '27:45.9', 36.21316176388753, 97.96253293322707, 135, 72, 45, 'Female', 63.65111051550354, 1.6273018076855923, 0.061098793, 63, 24.0364193, 93, 'Low Risk'),
(58228, 60, 12, '26:45.9', 36.00288803562623, 97.28723559957095, 124, 70, 20, 'Female', 87.95721346170322, 1.5071064628639341, 0.11155428212627481, 54, 38.72430194360457, 88, 'High Risk'),
(58229, 67, 14, '25:45.9', 37.17762249989226, 99.00811384557824, 136, 87, 75, 'Male', 85.85974379, 1.7636376542137935, 0.13459712494732645, 49, 27.603926544785285, 103.33333333333333, 'Low Risk'),
(58230, 96, 15, '24:45.9', 36.74002394284556, 99.01824727, 121, 89, 25, 'Female', 75.05302202603495, 1.7423840821691328, 0.091881676, 32, 24.721817391253733, 99.66666666666667, 'High Risk'),
(58231, 93, 13, '23:45.9', 36.16202755257817, 95.40615364275884, 123, 89, 42, 'Male', 70.36800581, 1.7117488214431147, 0.14982239105912243, 34, 24.015695503421757, 100.33333333333333, 'High Risk'),
(58232, 93, 15, '22:45.9', 36.86845663480392, 98.83979078163543, 136, 86, 68, 'Female', 65.55564574106094, 1.8570703835893585, 0.078817735, 50, 19.008741806353807, 102.66666666666666, 'High Risk'),
(58233, 81, 12, '21:45.9', 36.86126398089954, 96.49683790987027, 137, 88, 23, 'Female', 82.58113548489422, 1.7160761593332545, 0.12281854184719793, 49, 28.041919245627458, 104.33333333333333, 'Low Risk'),
(58234, 92, 17, '20:45.9', 36.29796453614456, 97.85404197, 135, 77, 48, 'Female', 83.98963869748309, 1.7262282359251484, 0.10968889837962728, 58, 28.18572957750057, 96.33333333333333, 'High Risk'),
(58235, 80, 16, '19:45.9', 36.25014147081421, 98.38745658, 136, 88, 28, 'Female', 97.87059349522485, 1.6240618073413084, 0.1485947698176856, 48, 37.10625419502898, 104, 'High Risk'),
(58236, 77, 15, '18:45.9', 36.20714236524905, 96.17526934243006, 126, 76, 34, 'Male', 75.11112696406674, 1.7839022063067345, 0.14467699506869336, 50, 23.602727529595846, 92.66666666666666, 'Low Risk'),
(58237, 67, 15, '17:45.9', 36.05344466488397, 97.49723374801582, 139, 81, 50, 'Male', 92.61031727, 1.5714803621859215, 0.09169014, 58, 37.50087969043367, 100.33333333333333, 'High Risk'),
(58238, 99, 19, '16:45.9', 36.92173562360783, 96.14911766146741, 138, 71, 49, 'Female', 80.10256625274911, 1.5265986935191258, 0.11244744617215466, 67, 34.37135529318727, 93.33333333333333, 'High Risk'),
(58239, 91, 17, '15:45.9', 36.687715823783506, 98.67553854747817, 136, 74, 84, 'Male', 79.00208743507196, 1.7312839135957183, 0.061361377, 62, 26.357364290677058, 94.66666666666666, 'High Risk'),
(58240, 89, 14, '14:45.9', 37.38950182, 96.51066764370407, 128, 83, 22, 'Female', 69.5684724, 1.9798085749386918, 0.057848597, 45, 17.74868024112382, 98, 'High Risk'),
(58241, 78, 15, '13:45.9', 36.51363296366356, 95.47861705, 129, 89, 30, 'Male', 53.90053714344383, 1.6793706166752327, 0.081860193, 40, 19.111729620907305, 102.33333333333333, 'Low Risk'),
(58242, 83, 18, '12:45.9', 36.36832561955028, 97.58522927234593, 123, 76, 85, 'Male', 53.99847149686892, 1.514546296283455, 0.1227918358084876, 47, 23.54053670161369, 91.66666666666667, 'Low Risk'),
(58243, 71, 12, '11:45.9', 36.87376108318181, 99.43272308162952, 135, 89, 36, 'Female', 75.13680421592237, 1.5846926104249384, 0.056971517, 46, 29.920073343304704, 104.33333333333333, 'Low Risk'),
(58244, 60, 13, '10:45.9', 36.497424559840844, 95.05195595355306, 114, 72, 83, 'Female', 55.94918855841633, 1.8256514600519897, 0.064148942, 42, 16.78641882457022, 86, 'High Risk'),
(58245, 63, 14, '09:45.9', 36.72267338499332, 98.00170581, 116, 79, 25, 'Male', 85.17389987899449, 1.643960920136271, 0.10999375383411933, 37, 31.51545300618959, 91.33333333333333, 'High Risk'),
(58246, 86, 18, '08:45.9', 37.31802466924086, 96.34774549579369, 136, 71, 85, 'Male', 93.24226318, 1.7927599787507924, 0.053070125, 65, 29.011388119254853, 92.66666666666666, 'Low Risk'),
(58247, 87, 18, '07:45.9', 37.381177645315184, 98.34327316775695, 127, 70, 51, 'Female', 88.31225262825052, 1.7209068915544092, 0.14506197332774512, 57, 29.819902226427782, 89, 'Low Risk'),
(58248, 73, 18, '06:45.9', 36.931249907566595, 95.13538828858171, 130, 89, 18, 'Male', 53.02402596050671, 1.7137943700493214, 0.122488372, 41, 18.053244990459316, 102.66666666666667, 'High Risk'),
(58249, 84, 15, '05:45.9', 37.21906797008392, 98.37263652750933, 122, 85, 21, 'Female', 77.7209048, 1.692569037048199, 0.10029379269479276, 37, 27.129704545600877, 97.33333333333333, 'Low Risk'),
(58250, 78, 12, '04:45.9', 36.33757348, 99.00656832314773, 134, 84, 69, 'Female', 60.27477374728372, 1.5578205903237954, 0.09391939, 50, 24.837089900095727, 100.66666666666666, 'Low Risk'),
(58251, 96, 17, '03:45.9', 37.12892916736583, 99.83572404458525, 114, 72, 82, 'Female', 69.05985742523767, 1.9790469338185859, 0.11142717149949644, 42, 17.63248365154807, 86, 'High Risk'),
(58252, 85, 16, '02:45.9', 36.79813846168963, 99.79275503606111, 126, 71, 42, 'Male', 76.41735127457447, 1.9114549508230516, 0.075543704, 55, 20.91528786682074, 89.33333333333333, 'Low Risk'),
(58253, 88, 13, '01:45.9', 37.12018461235678, 96.20557329208624, 113, 86, 61, 'Male', 94.86029678, 1.9488190026283823, 0.067059716, 27, 24.97706865636119, 95, 'Low Risk'),
(58254, 76, 16, '00:45.9', 36.23074209458925, 99.40834420843063, 115, 71, 35, 'Male', 58.89003027, 1.5906889290660742, 0.094136323, 44, 23.274012359086033, 85.66666666666667, 'Low Risk'),
(58255, 66, 19, '59:45.9', 36.623231236669824, 98.76043137540616, 110, 74, 47, 'Male', 91.31608830782238, 1.7334192986450292, 0.13629302408981928, 36, 30.390653899320064, 86, 'High Risk'),
(58256, 76, 12, '58:45.9', 36.16479740163114, 95.43406621971084, 118, 74, 67, 'Male', 74.94368143703036, 1.7939281642865734, 0.115884844, 44, 23.28761039, 88.66666666666667, 'Low Risk'),
(58257, 88, 12, '57:45.9', 37.39713964018377, 95.22797540843543, 113, 73, 29, 'Male', 70.65155102139292, 1.670255165891584, 0.1493467975663579, 40, 25.325384814795747, 86.33333333333333, 'Low Risk'),
(58258, 67, 16, '56:45.9', 37.204865158988184, 96.20952833442855, 112, 89, 32, 'Male', 99.91584107818508, 1.7152260124745569, 0.12753663496703577, 23, 33.961873479628906, 96.66666666666667, 'High Risk'),
(58259, 78, 12, '55:45.9', 36.14520276456002, 95.53767025716076, 119, 75, 58, 'Male', 83.61789694448427, 1.5842742895142252, 0.1226486443789911, 44, 33.31489830615428, 89.66666666666667, 'High Risk'),
(58260, 74, 16, '54:45.9', 36.05667666947659, 97.55355498363879, 119, 87, 29, 'Female', 61.85376267902651, 1.5976175714515999, 0.10456196476000792, 32, 24.233741262342818, 97.66666666666667, 'Low Risk'),
(58261, 94, 18, '53:45.9', 36.08817479382056, 99.92362160329616, 126, 86, 34, 'Female', 79.28492869729612, 1.8756553808666654, 0.097833289, 40, 22.53640015555529, 99.33333333333333, 'High Risk'),
(58262, 95, 17, '52:45.9', 36.263045029913506, 96.69914618113201, 112, 83, 62, 'Female', 81.01415623713291, 1.8584293027993681, 0.1330810889699593, 29, 23.456803190453684, 92.66666666666667, 'High Risk'),
(58263, 99, 19, '51:45.9', 36.51900417, 95.31717857368896, 122, 80, 86, 'Female', 85.89222819961272, 1.6240569608764246, 0.1199267145444194, 42, 32.56502041213772, 94, 'High Risk'),
(58264, 72, 14, '50:45.9', 37.23277253548311, 99.14585228906253, 112, 80, 18, 'Female', 95.04494153145384, 1.9563164728668352, 0.055924838, 32, 24.834234870100186, 90.66666666666667, 'Low Risk'),
(58265, 99, 19, '49:45.9', 36.18000806, 98.25923299801624, 123, 82, 25, 'Male', 89.13878144521965, 1.8685516531072623, 0.081708164, 41, 25.530332877931432, 95.66666666666667, 'High Risk'),
(58266, 92, 12, '48:45.9', 36.99316068936945, 96.39223151182813, 138, 75, 33, 'Female', 85.74305640321596, 1.6262580752285882, 0.099822286, 63, 32.42052387259987, 96, 'High Risk'),
(58267, 97, 18, '47:45.9', 36.68761062, 98.64104682711877, 136, 89, 37, 'Male', 86.02513053708796, 1.842358235043787, 0.074383525, 47, 25.34411791331483, 104.66666666666667, 'High Risk'),
(58268, 97, 13, '46:45.9', 37.05478434532428, 98.10416626295296, 111, 80, 57, 'Male', 97.43955895973193, 1.982619140256824, 0.068280931, 31, 24.788869459244644, 90.33333333333333, 'High Risk'),
(58269, 80, 17, '45:45.9', 36.29128806423097, 96.43128788, 123, 76, 23, 'Female', 94.77353210181673, 1.5979550339909894, 0.11451959183156148, 47, 37.11572584409619, 91.66666666666667, 'High Risk'),
(58270, 95, 12, '44:45.9', 37.21381181032633, 98.47534562074982, 110, 88, 84, 'Male', 64.48757377236731, 1.5020306356147919, 0.10053563293684725, 22, 28.583700740374454, 95.33333333333333, 'High Risk'),
(58271, 98, 18, '43:45.9', 36.00250164896389, 98.65831522500841, 118, 78, 69, 'Female', 74.56398474548132, 1.5777755442318293, 0.073223346, 40, 29.952885659119747, 91.33333333333333, 'High Risk'),
(58272, 65, 18, '42:45.9', 36.30167725, 98.57593509, 125, 88, 73, 'Female', 61.89263492834821, 1.7222894660158763, 0.12429936599069553, 37, 20.865398399292975, 100.33333333333333, 'Low Risk'),
(58273, 66, 16, '41:45.9', 36.549704845340024, 95.40783045605221, 117, 87, 31, 'Female', 89.12373578352991, 1.811998361392164, 0.13725089640956795, 30, 27.14424591956683, 97, 'Low Risk'),
(58274, 81, 12, '40:45.9', 36.17953740596391, 99.67306045182082, 135, 77, 26, 'Female', 66.60851777897238, 1.5127911356260992, 0.14919431685371431, 58, 29.105283067752673, 96.33333333333333, 'Low Risk'),
(58275, 61, 15, '39:45.9', 36.24087790574456, 99.55104132, 126, 88, 35, 'Male', 88.23916013710414, 1.843303781333951, 0.099652516, 38, 25.96973618415103, 100.66666666666667, 'Low Risk'),
(58276, 75, 19, '38:45.9', 37.03288147051917, 99.33972179695064, 135, 77, 50, 'Male', 90.03226015, 1.6795113831967428, 0.14211585396276588, 58, 31.91774857176265, 96.33333333333333, 'High Risk'),
(58277, 85, 17, '37:45.9', 36.17373717833323, 99.23357539400152, 120, 89, 52, 'Male', 96.78281723384767, 1.7736364295566684, 0.050651719, 31, 30.765859967976763, 99.33333333333333, 'High Risk'),
(58278, 88, 13, '36:45.9', 36.14479358011841, 95.06167543904117, 137, 72, 33, 'Female', 71.89767176, 1.630605932035728, 0.1040453049551707, 65, 27.040629091761993, 93.66666666666666, 'Low Risk'),
(58279, 85, 15, '35:45.9', 36.47875734544456, 96.20254353216943, 131, 71, 33, 'Female', 79.86153863349371, 1.901353193741416, 0.10315228299086668, 60, 22.09083216, 91, 'Low Risk'),
(58280, 74, 17, '34:45.9', 37.33474024070347, 97.52924861560595, 127, 76, 47, 'Female', 89.25354972336068, 1.9612727725731391, 0.096882028, 51, 23.203286315596124, 93, 'Low Risk'),
(58281, 60, 19, '33:45.9', 36.602858929721826, 97.02284395205818, 117, 79, 85, 'Male', 87.96630660356888, 1.9400655444476984, 0.081416075, 38, 23.371336720453154, 91.66666666666667, 'Low Risk'),
(58282, 87, 17, '32:45.9', 36.28805196682483, 96.40917253286199, 119, 73, 45, 'Female', 95.33196657778632, 1.8167592997261934, 0.1455989103744652, 46, 28.883097623037035, 88.33333333333333, 'Low Risk'),
(58283, 84, 16, '31:45.9', 36.430919853371755, 99.88007265574964, 117, 79, 25, 'Female', 95.78625837048583, 1.6586202759223587, 0.064086159, 38, 34.81843676251427, 91.66666666666667, 'High Risk'),
(58284, 72, 19, '30:45.9', 37.14714960981678, 95.80855991820226, 132, 78, 54, 'Male', 87.24298260628373, 1.7257129804848295, 0.055187823683804864, 54, 29.294991271584262, 96, 'Low Risk'),
(58285, 60, 14, '29:45.9', 36.20653624099905, 98.27190134722652, 122, 80, 69, 'Male', 88.95542517, 1.5377865047894819, 0.10614867905775524, 42, 37.61667016836902, 94, 'High Risk'),
(58286, 98, 14, '28:45.9', 36.08506846896255, 97.55734542513396, 121, 74, 85, 'Male', 61.42865542242957, 1.9339340719471556, 0.14785401497843875, 47, 16.424330655908783, 89.66666666666667, 'High Risk'),
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(58462, 72, 12, '32:45.9', 37.480387671319164, 99.34123407765762, 128, 84, 24, 'Female', 53.504736915192794, 1.8294154798065254, 0.12949986931507207, 44, 15.987020570357977, 98.66666666666667, 'High Risk'),
(58463, 99, 14, '31:45.9', 36.04685523146681, 97.69894708, 114, 77, 68, 'Male', 50.439191422478096, 1.6922994240397653, 0.056615254, 37, 17.612203814503122, 89.33333333333333, 'High Risk'),
(58464, 94, 12, '30:45.9', 36.34113378, 95.37220037395495, 132, 81, 84, 'Female', 85.76160038784394, 1.7222627733419973, 0.070140909, 51, 28.913059363495798, 98, 'High Risk'),
(58465, 83, 12, '29:45.9', 37.046690415829055, 98.36982015925292, 121, 78, 35, 'Male', 79.90252595220142, 1.767563277497713, 0.094996958, 43, 25.574701207236846, 92.33333333333333, 'Low Risk'),
(58466, 90, 19, '28:45.9', 36.32546831335876, 96.97195002776861, 120, 70, 54, 'Female', 76.90563026004926, 1.9261580969654908, 0.12395234590024908, 50, 20.728805393774806, 86.66666666666666, 'Low Risk'),
(58467, 76, 18, '27:45.9', 36.42029677423784, 96.78056874, 137, 71, 41, 'Female', 87.23432801360059, 1.7990530900921509, 0.084538423, 66, 26.952525201941732, 93, 'Low Risk'),
(58468, 89, 15, '26:45.9', 36.19927542709348, 96.48528713622142, 118, 73, 69, 'Female', 97.60837575836857, 1.8133021139739636, 0.075576414, 45, 29.685662820747158, 88, 'Low Risk'),
(58469, 93, 14, '25:45.9', 36.55836223547604, 97.51237745386821, 133, 81, 87, 'Male', 92.78952834197437, 1.7331151172754993, 0.1317409252158161, 52, 30.891866279530866, 98.33333333333333, 'High Risk'),
(58470, 90, 14, '24:45.9', 37.16278673, 98.32433669225618, 123, 72, 76, 'Female', 87.66965678509857, 1.5918008770455705, 0.12695595313219202, 51, 34.59965967419601, 89, 'High Risk'),
(58471, 79, 16, '23:45.9', 36.53699049765227, 95.83989687351662, 110, 72, 26, 'Female', 62.93642841723668, 1.968550528490587, 0.067879743, 38, 16.240857661358493, 84.66666666666667, 'High Risk'),
(58472, 62, 14, '22:45.9', 37.49001554522473, 95.18477722408605, 124, 72, 45, 'Male', 68.50761101984925, 1.7939116195331635, 0.091881016, 52, 21.28809194949473, 89.33333333333333, 'Low Risk'),
(58473, 98, 18, '21:45.9', 36.82190007284578, 96.24942228484798, 114, 88, 18, 'Female', 71.35726359628018, 1.9279031851789097, 0.13695521562785307, 26, 19.198519784972145, 96.66666666666667, 'High Risk'),
(58474, 72, 13, '20:45.9', 36.488750591364564, 98.87590416259047, 121, 73, 79, 'Male', 85.27440746, 1.6275150466104664, 0.094988896, 48, 32.19353638941707, 89, 'High Risk'),
(58475, 88, 13, '19:45.9', 36.331376749545115, 99.58975464772567, 124, 81, 72, 'Female', 88.84074599044615, 1.9271691107377813, 0.14995628395671712, 43, 23.92062620135353, 95.33333333333333, 'Low Risk'),
(58476, 64, 13, '18:45.9', 36.095223216472625, 95.20166436211541, 134, 76, 69, 'Male', 59.762589165864284, 1.9281906337948245, 0.1472733525800029, 58, 16.074203669546215, 95.33333333333333, 'High Risk'),
(58477, 92, 18, '17:45.9', 37.24644985414494, 97.57044123808998, 138, 76, 69, 'Male', 50.16225967865262, 1.570223006626329, 0.059163520658387904, 62, 20.344846596239776, 96.66666666666666, 'High Risk'),
(58478, 79, 12, '16:45.9', 36.832876056434095, 95.13820922624956, 117, 80, 54, 'Female', 89.25649207179876, 1.560385232878104, 0.082835474, 37, 36.65862329790535, 92.33333333333333, 'High Risk'),
(58479, 92, 18, '15:45.9', 37.27000510739343, 95.60546828273148, 134, 74, 70, 'Female', 56.25459721, 1.7486860412536624, 0.073103414, 60, 18.39646306041226, 94, 'High Risk'),
(58480, 66, 16, '14:45.9', 36.62040266684496, 97.59977586971316, 126, 88, 53, 'Female', 90.06599752, 1.7242584071184415, 0.1349407223489904, 38, 30.29396776906872, 100.66666666666667, 'High Risk'),
(58481, 65, 18, '13:45.9', 36.05185921723865, 99.00052882233047, 122, 73, 53, 'Female', 86.84035602522394, 1.703421891699329, 0.072740512, 49, 29.92796219861911, 89.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(58482, 61, 13, '12:45.9', 37.457383533414095, 95.56433218353719, 137, 82, 80, 'Male', 55.88618112566537, 1.7612943180141842, 0.095729643, 55, 18.01526130731814, 100.33333333333333, 'High Risk'),
(58483, 96, 14, '11:45.9', 37.080184689878116, 97.46167768993644, 127, 89, 82, 'Male', 61.32719348194885, 1.5247084363119974, 0.082425483, 38, 26.380285048378315, 101.66666666666667, 'High Risk'),
(58484, 65, 16, '10:45.9', 36.832101491788606, 96.52960836842246, 137, 83, 59, 'Male', 59.58393988292468, 1.5524378810893658, 0.091709426, 54, 24.722976378907173, 101, 'Low Risk'),
(58485, 95, 12, '09:45.9', 36.034911533241356, 95.31018979625233, 117, 76, 61, 'Female', 68.56261108834322, 1.818926941147215, 0.063153217, 41, 20.72320090754804, 89.66666666666667, 'High Risk'),
(58486, 64, 13, '08:45.9', 36.68610430176815, 95.61850828476805, 135, 76, 73, 'Male', 66.59836658561044, 1.5430187708561391, 0.12119271061650584, 59, 27.971847964476748, 95.66666666666666, 'Low Risk'),
(58487, 77, 18, '07:45.9', 36.24062385813607, 98.06317582497013, 119, 86, 34, 'Female', 99.51875270332144, 1.7037298492035995, 0.1216531927433692, 33, 34.284945204825256, 97, 'High Risk'),
(58488, 64, 13, '06:45.9', 37.00362375632986, 99.83270868, 111, 86, 59, 'Male', 85.25553303689688, 1.8931000614547289, 0.072923115, 25, 23.78895883936905, 94.33333333333333, 'Low Risk'),
(58489, 65, 12, '05:45.9', 37.415271156284255, 97.01040754, 137, 83, 27, 'Female', 54.556307468288836, 1.9501228896517488, 0.10084408455860347, 54, 14.345675688308626, 101, 'High Risk'),
(58490, 82, 16, '04:45.9', 37.101450667354406, 97.00846871225735, 139, 88, 52, 'Male', 89.97240957444583, 1.5965978919722488, 0.050574516734234326, 51, 35.29541141462522, 105, 'High Risk'),
(58491, 75, 17, '03:45.9', 37.33513458691675, 98.91187559080524, 125, 83, 65, 'Male', 90.18766464405005, 1.6766297155432728, 0.12196534989918136, 42, 32.08284131009208, 97, 'High Risk'),
(58492, 86, 14, '02:45.9', 37.01807880656641, 96.16807809435414, 117, 76, 42, 'Male', 80.56344521278785, 1.9444003957174236, 0.12218144676248797, 41, 21.309174632234978, 89.66666666666667, 'Low Risk'),
(58493, 70, 14, '01:45.9', 37.08042935463133, 96.72238009876634, 110, 73, 77, 'Male', 69.56623300245244, 1.6148838803104992, 0.085312768, 37, 26.67570390140815, 85.33333333333333, 'Low Risk'),
(58494, 83, 17, '00:45.9', 36.88549731583605, 98.41168866619665, 126, 70, 49, 'Female', 77.31377053623814, 1.707227167, 0.14631752847708646, 56, 26.526150430576745, 88.66666666666666, 'Low Risk'),
(58495, 79, 15, '59:45.9', 37.13206597207134, 98.59066527248356, 130, 88, 28, 'Male', 86.45009079, 1.5761732014497722, 0.081635048, 42, 34.79826373176833, 102, 'High Risk'),
(58496, 63, 14, '58:45.9', 37.37296414892901, 97.61852560605053, 112, 85, 38, 'Male', 78.17970402283734, 1.7355273590545461, 0.12087596689804662, 27, 25.955601231598305, 94, 'Low Risk'),
(58497, 92, 15, '57:45.9', 36.43574832848852, 95.88115479007857, 112, 73, 55, 'Female', 88.50017567661556, 1.5093114999931627, 0.082889738, 39, 38.849583805789926, 86, 'High Risk'),
(58498, 64, 19, '56:45.9', 36.75704880549684, 98.80994439959562, 115, 73, 52, 'Female', 93.11756865442848, 1.593555657374523, 0.060227272, 42, 36.66883859557661, 87, 'High Risk'),
(58499, 76, 18, '55:45.9', 36.524454134009865, 99.18963597894583, 116, 82, 23, 'Male', 61.85946952002999, 1.701029237523367, 0.1265609213394154, 34, 21.378766040464736, 93.33333333333333, 'Low Risk'),
(58500, 77, 19, '54:45.9', 36.34418674051692, 97.34941547, 120, 83, 60, 'Male', 61.40572933360888, 1.9671875218376718, 0.12941609695921596, 37, 15.867823900878378, 95.33333333333333, 'High Risk'),
(58501, 70, 18, '53:45.9', 36.02884452, 99.07253431308628, 129, 85, 44, 'Female', 80.82582363098983, 1.6311752308000438, 0.065492275, 44, 30.37728128375437, 99.66666666666667, 'High Risk'),
(58502, 61, 16, '52:45.9', 36.97732712910503, 97.67277692493471, 132, 84, 37, 'Female', 88.13934861057172, 1.7471828341451747, 0.14006021336171892, 48, 28.873080935067293, 100, 'Low Risk'),
(58503, 99, 14, '51:45.9', 36.215073058389635, 95.14277305, 126, 77, 23, 'Male', 74.00911647032206, 1.5643999951274803, 0.14243049887251943, 49, 30.24054457530842, 93.33333333333333, 'High Risk'),
(58504, 74, 14, '50:45.9', 36.078053773821736, 99.24776059645927, 133, 72, 29, 'Male', 61.429181070079494, 1.622315351829082, 0.087314559, 61, 23.34017832615244, 92.33333333333333, 'Low Risk'),
(58505, 77, 14, '49:45.9', 36.72663280313023, 98.89776122998704, 114, 80, 57, 'Male', 65.80620240599784, 1.670391257772946, 0.10613758569054581, 34, 23.584703030939902, 91.33333333333333, 'Low Risk'),
(58506, 75, 18, '48:45.9', 36.19606550153867, 97.08570439330023, 130, 79, 47, 'Male', 72.45604218289131, 1.9637143566852142, 0.14254163579463203, 51, 18.789619135499517, 96, 'Low Risk'),
(58507, 71, 16, '47:45.9', 36.17425487156589, 98.82026135534173, 120, 81, 76, 'Male', 91.15585285747389, 1.8538536352638175, 0.12027578177888242, 39, 26.523673479265444, 94, 'Low Risk'),
(58508, 92, 13, '46:45.9', 36.99757350965627, 99.08353503, 120, 70, 30, 'Female', 53.55166204939128, 1.914621509534566, 0.11917200670877831, 50, 14.608549183522603, 86.66666666666666, 'High Risk'),
(58509, 73, 13, '45:45.9', 36.36614874332622, 95.15141626835003, 129, 71, 82, 'Female', 82.66537119886007, 1.6490706413525482, 0.10935531917350888, 58, 30.398006276903587, 90.33333333333333, 'High Risk'),
(58510, 88, 14, '44:45.9', 36.126584709630635, 96.58106103, 119, 88, 69, 'Male', 86.54757145618996, 1.9557887225742603, 0.092680826, 31, 22.626168175680892, 98.33333333333333, 'Low Risk'),
(58511, 89, 14, '43:45.9', 36.64761471639068, 99.92680705355747, 118, 88, 65, 'Female', 99.08741614400907, 1.9024456411116013, 0.096371781, 30, 27.377512804843896, 98, 'Low Risk'),
(58512, 69, 19, '42:45.9', 36.181125810795756, 98.99559434725731, 112, 71, 26, 'Female', 99.38682632580202, 1.8332288885252108, 0.10011763629918702, 41, 29.573003724623927, 84.66666666666667, 'Low Risk'),
(58513, 82, 15, '41:45.9', 37.41947472771489, 99.26368039078021, 135, 74, 18, 'Female', 80.05660945665758, 1.8368902828213993, 0.13544696079839885, 61, 23.726340543223838, 94.33333333333333, 'Low Risk'),
(58514, 72, 18, '40:45.9', 36.70540193896363, 96.77308641157995, 139, 82, 52, 'Male', 93.05837654787385, 1.8922445192372876, 0.13832761489944853, 57, 25.98968164623456, 101, 'Low Risk'),
(58515, 97, 19, '39:45.9', 37.03528224854047, 96.20275894979542, 137, 73, 42, 'Female', 54.34577422691512, 1.6325443250377338, 0.051861014, 64, 20.39087287342578, 94.33333333333333, 'High Risk'),
(58516, 93, 19, '38:45.9', 37.26175223763519, 98.96785302302654, 116, 73, 57, 'Female', 61.54341802581731, 1.6758570436978717, 0.058544634, 43, 21.913294452903983, 87.33333333333333, 'High Risk'),
(58517, 65, 12, '37:45.9', 37.25173616558324, 97.29134074989334, 138, 77, 85, 'Female', 72.70003566995595, 1.712813805719735, 0.071319813, 61, 24.780742464979987, 97.33333333333333, 'Low Risk'),
(58518, 90, 13, '36:45.9', 36.242717865832326, 95.28373610201507, 124, 86, 52, 'Female', 66.08965451713976, 1.660070373582727, 0.10048264959126701, 38, 23.981728589141312, 98.66666666666667, 'Low Risk'),
(58519, 82, 14, '35:45.9', 36.53183486640116, 96.34359951121226, 135, 73, 44, 'Male', 57.59719825188292, 1.904611533918704, 0.081094594, 62, 15.877734594977111, 93.66666666666666, 'High Risk'),
(58520, 68, 19, '34:45.9', 36.2698451, 98.02435389, 111, 75, 67, 'Female', 88.01085449824663, 1.601678427212484, 0.075744494, 36, 34.307224561338515, 87, 'High Risk'),
(58521, 90, 13, '33:45.9', 36.07387161036984, 99.31130244357891, 119, 86, 76, 'Female', 78.77199438918318, 1.9521992834690765, 0.063988796, 33, 20.669194080127667, 97, 'Low Risk'),
(58522, 68, 19, '32:45.9', 36.71364108066901, 96.65085998496302, 136, 70, 36, 'Male', 93.00694418108347, 1.6062326633000659, 0.080215354, 66, 36.04943555495758, 92, 'High Risk'),
(58523, 82, 19, '31:45.9', 36.810291999475744, 95.78082384882993, 138, 83, 64, 'Female', 77.23032825408747, 1.828556170808983, 0.12771712331627993, 55, 23.09783470507369, 101.33333333333333, 'Low Risk'),
(58524, 75, 15, '30:45.9', 36.01290004767073, 97.29571774, 125, 83, 35, 'Male', 92.02202602458206, 1.8347493970519486, 0.12481880065022365, 42, 27.33620882759811, 97, 'Low Risk'),
(58525, 66, 13, '29:45.9', 37.08260424668882, 97.57164573838246, 130, 83, 61, 'Female', 80.17775376597886, 1.6415591167574355, 0.10152811412016975, 47, 29.75368975206144, 98.66666666666667, 'Low Risk'),
(58526, 65, 17, '28:45.9', 37.086702862515764, 96.71092858176429, 118, 81, 86, 'Male', 98.24863961039595, 1.6125743674750843, 0.091670226, 37, 37.78218247755612, 93.33333333333333, 'High Risk'),
(58527, 98, 12, '27:45.9', 36.57992568, 99.87326395640494, 129, 77, 59, 'Female', 50.53097222481861, 1.707457416488543, 0.1422494476051176, 52, 17.332367610104924, 94.33333333333333, 'High Risk'),
(58528, 84, 14, '26:45.9', 36.329815923177776, 95.55598584435042, 112, 88, 48, 'Female', 88.95131956740887, 1.7957231543299577, 0.094214291, 24, 27.58504075982189, 96, 'Low Risk'),
(58529, 80, 18, '25:45.9', 36.613911525917445, 98.50328766032783, 115, 76, 49, 'Male', 68.18030935095874, 1.888913789304296, 0.14889416836701386, 39, 19.108856249202923, 89, 'Low Risk'),
(58530, 86, 18, '24:45.9', 37.15640605097955, 98.78642704133512, 123, 74, 71, 'Male', 54.57226216815579, 1.8946657626855061, 0.12133666077328767, 49, 15.202210514616514, 90.33333333333333, 'High Risk'),
(58531, 69, 12, '23:45.9', 36.81555397725716, 97.82758966214206, 135, 87, 50, 'Female', 96.11243103449362, 1.7821473152038316, 0.068907489, 48, 30.26163306, 103, 'High Risk'),
(58532, 73, 16, '22:45.9', 36.70080702942198, 97.24827272078137, 139, 81, 48, 'Female', 59.55329503518381, 1.5037800033777962, 0.14632701002544823, 58, 26.33523419, 100.33333333333333, 'Low Risk'),
(58533, 64, 19, '21:45.9', 36.27932446788753, 95.47438471367643, 114, 81, 82, 'Male', 93.68714165172543, 1.7584218949294785, 0.074217667, 33, 30.299385703670815, 92, 'High Risk'),
(58534, 83, 12, '20:45.9', 36.23345704065907, 97.40156661, 136, 80, 31, 'Male', 71.70646830530676, 1.5454691621741172, 0.10740970545186618, 56, 30.021863477689845, 98.66666666666666, 'High Risk'),
(58535, 61, 13, '19:45.9', 36.54082678347664, 96.57320368467238, 118, 74, 36, 'Female', 53.23836025856385, 1.539316638258803, 0.051710161, 44, 22.468223922293937, 88.66666666666667, 'Low Risk'),
(58536, 94, 17, '18:45.9', 36.26725714086468, 99.53372135322195, 132, 72, 47, 'Male', 98.42745035125017, 1.7086018662867946, 0.1232621674372822, 60, 33.715878688481794, 92, 'High Risk'),
(58537, 85, 14, '17:45.9', 36.093891213575816, 97.02905673659623, 133, 81, 27, 'Female', 72.81698598223738, 1.8494896796601625, 0.051683616, 52, 21.287706522122996, 98.33333333333333, 'Low Risk'),
(58538, 63, 16, '16:45.9', 36.85901732255879, 98.21510592577656, 135, 75, 31, 'Male', 62.74859537029131, 1.795749010488129, 0.12095390966823394, 60, 19.458651363276477, 95, 'Low Risk'),
(58539, 71, 19, '15:45.9', 36.832837924292214, 98.46022140511622, 111, 79, 46, 'Male', 67.15153965574146, 1.528291048981117, 0.1466706249430364, 32, 28.750396312605368, 89.66666666666667, 'Low Risk'),
(58540, 89, 14, '14:45.9', 36.593199645763455, 95.74925588183291, 121, 75, 78, 'Male', 88.75165216487804, 1.9704323960144858, 0.14018359351255866, 46, 22.85879685732286, 90.33333333333333, 'Low Risk'),
(58541, 92, 18, '13:45.9', 36.846833097307886, 96.32282757431952, 128, 85, 87, 'Female', 69.60050121386597, 1.8415710562092786, 0.10991116931612016, 43, 20.522742967472517, 99.33333333333333, 'High Risk'),
(58542, 66, 17, '12:45.9', 36.967698287600015, 99.02566437425749, 124, 85, 46, 'Female', 61.69832606024173, 1.8977487739612253, 0.062271611605001366, 39, 17.131521762686493, 98, 'High Risk'),
(58543, 70, 13, '11:45.9', 36.38968065516947, 99.25027430525735, 115, 88, 37, 'Male', 97.86327269610693, 1.518446303837665, 0.11146986500678957, 27, 42.44444484958632, 97, 'High Risk'),
(58544, 80, 14, '10:45.9', 36.44675507, 97.18634717, 118, 76, 86, 'Female', 91.87633954581011, 1.757771708554317, 0.064392942, 42, 29.735739516503077, 90, 'Low Risk'),
(58545, 74, 12, '09:45.9', 37.10476751392716, 98.6347042, 110, 87, 53, 'Female', 98.05679304051604, 1.5431766992396745, 0.1320818318145265, 23, 41.17621009169746, 94.66666666666667, 'High Risk'),
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(58723, 71, 14, '11:45.9', 36.78627323267556, 99.75303181312012, 137, 76, 78, 'Female', 55.21445570906074, 1.8437347969247178, 0.132348471, 61, 16.242612777608823, 96.33333333333333, 'High Risk'),
(58724, 95, 15, '10:45.9', 37.30176104052711, 97.60161244608153, 128, 85, 55, 'Male', 94.39390569615003, 1.8173788547994678, 0.082836324, 43, 28.57939392654209, 99.33333333333333, 'High Risk'),
(58725, 92, 15, '09:45.9', 36.52768524081194, 96.13927875, 134, 82, 85, 'Male', 56.35704922372328, 1.7121713562493204, 0.086060409, 52, 19.22444414508079, 99.33333333333333, 'High Risk'),
(58726, 88, 12, '08:45.9', 36.404277007630554, 96.77078002, 130, 75, 30, 'Male', 63.524333491321364, 1.7521695526803924, 0.091030309, 55, 20.691303849847205, 93.33333333333333, 'Low Risk'),
(58727, 61, 15, '07:45.9', 36.70741362023155, 97.83098146, 138, 88, 83, 'Female', 82.67376402128173, 1.5507317019820426, 0.10754676467296054, 50, 34.37909025799812, 104.66666666666666, 'High Risk'),
(58728, 81, 17, '06:45.9', 36.42634335326111, 96.33242431764502, 138, 75, 19, 'Male', 92.55186758356643, 1.963486749243601, 0.064772349, 63, 24.00652155880843, 96, 'Low Risk'),
(58729, 80, 12, '05:45.9', 37.27164468180877, 97.71351386122136, 120, 76, 21, 'Male', 88.92179095, 1.6425218788608786, 0.1476264185157407, 44, 32.959899191621666, 90.66666666666667, 'High Risk'),
(58730, 73, 16, '04:45.9', 36.35745740692438, 97.63029884964548, 119, 87, 54, 'Male', 89.79836607, 1.5441864326969814, 0.13755418069504768, 32, 37.659016142013954, 97.66666666666667, 'High Risk'),
(58731, 87, 16, '03:45.9', 36.42474715758438, 99.07097584, 128, 83, 63, 'Male', 74.42879411557854, 1.970274021122796, 0.052209209, 45, 19.172896180908964, 98, 'Low Risk'),
(58732, 82, 17, '02:45.9', 37.353700943254104, 98.89280704, 123, 81, 40, 'Female', 55.85204375794089, 1.6417065248899254, 0.11030932860541129, 42, 20.722780221787453, 95, 'Low Risk'),
(58733, 66, 15, '01:45.9', 36.13116826895085, 98.17514471158844, 139, 87, 20, 'Male', 96.41325154893474, 1.538145673545175, 0.077776387, 52, 40.75133055193154, 104.33333333333333, 'High Risk'),
(58734, 72, 19, '00:45.9', 37.480005052472194, 98.16176882038904, 133, 80, 50, 'Male', 79.17300742618303, 1.5623012364416196, 0.094645854, 53, 32.43751598386967, 97.66666666666666, 'High Risk'),
(58735, 90, 16, '59:45.9', 37.17318764739447, 97.47859804372627, 113, 78, 19, 'Female', 88.79753070658188, 1.9720770062344086, 0.073484525, 35, 22.832483382609055, 89.66666666666667, 'Low Risk'),
(58736, 78, 16, '58:45.9', 36.20666026207368, 99.76376849950903, 135, 87, 39, 'Female', 66.90408104447648, 1.8238902898703042, 0.079086179, 48, 20.111996623071292, 103, 'Low Risk'),
(58737, 61, 12, '57:45.9', 37.49063728790839, 99.48821456837081, 136, 79, 53, 'Female', 56.76653019270931, 1.9196494721142812, 0.065265661, 57, 15.404531037301016, 98, 'High Risk'),
(58738, 63, 15, '56:45.9', 37.29218934393026, 98.08342169361016, 125, 86, 22, 'Female', 50.681504851440984, 1.6267507366355747, 0.10540251468057457, 39, 19.151706497063365, 99, 'Low Risk'),
(58739, 64, 18, '55:45.9', 36.29594923316633, 99.90222079855799, 121, 78, 29, 'Female', 70.42007714001443, 1.9091645930480712, 0.071652096, 43, 19.32011706587772, 92.33333333333333, 'Low Risk'),
(58740, 88, 13, '54:45.9', 36.71572199832418, 98.03519539684898, 118, 74, 53, 'Female', 51.03402994855917, 1.7791137489556614, 0.13449933302048347, 44, 16.123244219897494, 88.66666666666667, 'High Risk'),
(58741, 69, 17, '53:45.9', 36.64191524981648, 95.83442470748733, 127, 84, 34, 'Female', 93.53687807786153, 1.9413999298281461, 0.099833678, 43, 24.817204045473254, 98.33333333333333, 'Low Risk'),
(58742, 80, 13, '52:45.9', 36.25586465519424, 98.07288803790006, 118, 84, 69, 'Female', 69.33267172438319, 1.9038559887338802, 0.06235022, 34, 19.1280081, 95.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(58743, 79, 19, '51:45.9', 37.00058940598824, 99.32004273714665, 130, 74, 30, 'Female', 66.79337763255398, 1.8834435315491656, 0.14216775955970545, 56, 18.829040852681104, 92.66666666666666, 'Low Risk'),
(58744, 62, 13, '50:45.9', 37.45203683001162, 99.39154691992182, 114, 72, 47, 'Female', 82.06646891291973, 1.919252223, 0.12576452925206802, 42, 22.279305206397144, 86, 'Low Risk'),
(58745, 96, 12, '49:45.9', 37.30388318581696, 98.70553013763424, 123, 76, 71, 'Male', 55.60265315067859, 1.5902692166986558, 0.081496024, 47, 21.986404333804717, 91.66666666666667, 'High Risk'),
(58746, 84, 15, '48:45.9', 37.19561667552401, 98.28832978007618, 137, 79, 42, 'Female', 52.36429918943201, 1.7354078939998954, 0.054478260900131095, 58, 17.387300433528242, 98.33333333333333, 'High Risk'),
(58747, 98, 15, '47:45.9', 36.504014664182215, 95.92807846698491, 136, 81, 86, 'Female', 85.79591956024021, 1.7641237261888554, 0.068628266, 55, 27.568208928434046, 99.33333333333333, 'High Risk'),
(58748, 66, 15, '46:45.9', 36.215113, 96.59482527431928, 129, 79, 38, 'Female', 62.98284175353086, 1.5414801420753932, 0.10376833023599968, 50, 26.50613363337672, 95.66666666666666, 'Low Risk'),
(58749, 74, 17, '45:45.9', 37.206400119764595, 96.06471445, 113, 80, 33, 'Female', 55.32999366663753, 1.8463641849293726, 0.080337149, 33, 16.230275281287426, 91, 'High Risk'),
(58750, 92, 18, '44:45.9', 36.359231067616015, 95.68175352099375, 129, 88, 32, 'Female', 74.23922407635554, 1.918266259, 0.1118318992948221, 41, 20.17509779128095, 101.66666666666667, 'High Risk'),
(58751, 63, 17, '43:45.9', 36.6843112, 97.02909819969067, 110, 80, 25, 'Male', 61.676335215461705, 1.930963441421249, 0.10807743232720252, 30, 16.541331195854934, 90, 'High Risk'),
(58752, 88, 16, '42:45.9', 37.407239114538214, 95.63592950323421, 123, 82, 47, 'Male', 90.13608256602112, 1.7570108040079189, 0.08806809, 41, 29.197778869286193, 95.66666666666667, 'Low Risk'),
(58753, 98, 16, '41:45.9', 37.41219990551805, 96.04500596846532, 114, 85, 41, 'Male', 76.15840167747376, 1.751277133283548, 0.10608725018936024, 29, 24.83179229, 94.66666666666667, 'High Risk'),
(58754, 69, 16, '40:45.9', 37.03946654, 99.32003267620354, 115, 89, 57, 'Female', 94.89155312858912, 1.849124470309793, 0.11319459360529212, 26, 27.752062395083023, 97.66666666666667, 'Low Risk'),
(58755, 93, 16, '39:45.9', 36.67641012979947, 98.78472797623144, 112, 76, 88, 'Female', 84.84170810722185, 1.512933746454168, 0.084634937, 36, 37.06547614041965, 88, 'High Risk'),
(58756, 61, 16, '38:45.9', 36.39835303, 95.55410472760282, 119, 71, 35, 'Male', 68.80854729055037, 1.914266021791601, 0.059154435883508716, 48, 18.777501597391854, 87, 'Low Risk'),
(58757, 65, 13, '37:45.9', 36.11496839856258, 98.50093869769432, 132, 70, 76, 'Male', 59.69711192861109, 1.6911645081099904, 0.12267682177319182, 62, 20.872843153895257, 90.66666666666666, 'Low Risk'),
(58758, 66, 19, '36:45.9', 37.16283186828772, 99.47891894180239, 135, 80, 43, 'Female', 74.79393289512642, 1.8649175279875756, 0.1364882622380787, 55, 21.505379395152385, 98.33333333333333, 'Low Risk'),
(58759, 96, 16, '35:45.9', 36.66675668391763, 98.46617772362706, 113, 70, 80, 'Male', 58.47527479210346, 1.9452802974746053, 0.13654005391340482, 43, 15.452825312826043, 84.33333333333333, 'High Risk'),
(58760, 93, 14, '34:45.9', 36.01860637, 97.69100846, 131, 74, 77, 'Male', 64.96508592212705, 1.6995472879279037, 0.09780798, 57, 22.491245782500283, 93, 'High Risk'),
(58761, 90, 15, '33:45.9', 37.459704324825765, 99.39427499541863, 111, 83, 87, 'Female', 99.56360643901714, 1.5808698774097263, 0.096260891, 28, 39.83899469724293, 92.33333333333333, 'High Risk'),
(58762, 97, 12, '32:45.9', 36.88623713968443, 96.80222353346164, 113, 83, 40, 'Female', 98.54966843280323, 1.9377992744928791, 0.087451481, 30, 26.244456872941797, 93, 'High Risk'),
(58763, 68, 17, '31:45.9', 36.00719868052167, 97.86439749599032, 122, 81, 81, 'Female', 62.89189174868961, 1.532757189, 0.14393115310107196, 41, 26.769973107137353, 94.66666666666667, 'Low Risk'),
(58764, 85, 13, '30:45.9', 37.01677105916344, 96.33150337421407, 111, 88, 68, 'Female', 76.38597945, 1.510949650925895, 0.057946710363177195, 23, 33.45905465437278, 95.66666666666667, 'High Risk'),
(58765, 96, 12, '29:45.9', 36.37492100370932, 95.03545698176349, 131, 85, 77, 'Male', 55.28812514417303, 1.6183799678285777, 0.076822866, 46, 21.10915625773133, 100.33333333333333, 'High Risk'),
(58766, 91, 19, '28:45.9', 36.38621556715694, 99.37051861533315, 127, 74, 25, 'Male', 81.1924801, 1.8153101528032307, 0.1354741249241195, 53, 24.63849262384192, 91.66666666666666, 'High Risk'),
(58767, 90, 14, '27:45.9', 36.18007787374605, 98.00151833, 121, 74, 34, 'Male', 96.87728519120697, 1.791923212304048, 0.11191606350495498, 47, 30.170545978731187, 89.66666666666667, 'High Risk'),
(58768, 97, 19, '26:45.9', 37.32929621, 97.85095435, 137, 81, 48, 'Female', 61.22703618130075, 1.849978031543149, 0.14156302046361174, 56, 17.889989869951126, 99.66666666666666, 'High Risk'),
(58769, 61, 16, '25:45.9', 37.033754106570335, 98.04796373415454, 123, 74, 73, 'Male', 94.9938692, 1.6641180461761964, 0.091494811, 49, 34.30262193679677, 90.33333333333333, 'High Risk'),
(58770, 67, 14, '24:45.9', 37.23159755017141, 99.66342095257883, 124, 72, 39, 'Male', 73.34048003211517, 1.9605767161299967, 0.1220589302818736, 52, 19.079898802413556, 89.33333333333333, 'Low Risk'),
(58771, 78, 15, '23:45.9', 36.953783987972294, 99.69900313627026, 137, 81, 62, 'Male', 80.91490430651027, 1.5446972079044228, 0.085385227, 56, 33.91109408245448, 99.66666666666666, 'High Risk'),
(58772, 99, 15, '22:45.9', 36.01736518467642, 95.55248049155193, 120, 79, 39, 'Male', 78.62742660176167, 1.826387581, 0.09674039, 41, 23.571551598120614, 92.66666666666667, 'High Risk'),
(58773, 69, 16, '21:45.9', 36.92664502, 97.76382110604243, 115, 73, 67, 'Female', 75.28097716, 1.7577023747840683, 0.14332349075316098, 42, 24.36657950345699, 87, 'Low Risk'),
(58774, 71, 15, '20:45.9', 37.18645476, 97.66383104594854, 138, 84, 85, 'Male', 62.258199378843806, 1.6901699401328174, 0.1448839788211086, 54, 21.793942915118933, 102, 'Low Risk'),
(58775, 98, 19, '19:45.9', 37.03895678993343, 97.48334077409048, 132, 87, 47, 'Male', 89.90040922370324, 1.9395163710249632, 0.10645676507205074, 45, 23.898727050513163, 102, 'High Risk'),
(58776, 65, 14, '18:45.9', 37.43866753852572, 96.80571237325906, 133, 79, 46, 'Male', 79.09978873210807, 1.595121614297929, 0.056878817, 54, 31.087637831914307, 97, 'High Risk'),
(58777, 70, 17, '17:45.9', 37.335241057947464, 96.61231765487483, 124, 79, 20, 'Male', 83.47105085, 1.5857632160862896, 0.096851915, 45, 33.19397036053163, 94, 'High Risk'),
(58778, 85, 17, '16:45.9', 36.35418643572164, 97.97723200021163, 135, 85, 23, 'Male', 59.69797991393307, 1.633512942895626, 0.056325370076417816, 50, 22.372497887629745, 101.66666666666666, 'Low Risk'),
(58779, 60, 16, '15:45.9', 36.46354820738988, 99.02963146, 119, 87, 72, 'Female', 50.37642989291553, 1.910782497121939, 0.052933894, 32, 13.797642162829439, 97.66666666666667, 'High Risk'),
(58780, 86, 14, '14:45.9', 36.10640142207017, 96.12401525100002, 122, 75, 79, 'Female', 54.43437817571014, 1.5849056153973722, 0.07140168, 47, 21.670376555356352, 90.66666666666667, 'Low Risk'),
(58781, 88, 13, '13:45.9', 36.580900910019146, 99.68110558699286, 113, 71, 86, 'Female', 80.64951670082154, 1.8992827302055437, 0.074674724, 42, 22.357463508258608, 85, 'Low Risk'),
(58782, 61, 14, '12:45.9', 37.18567413732064, 99.34213938668648, 111, 79, 61, 'Female', 93.51757710279796, 1.855617764210883, 0.096483561, 32, 27.159151862015477, 89.66666666666667, 'Low Risk'),
(58783, 72, 17, '11:45.9', 36.816561586284905, 96.20534919461456, 124, 77, 78, 'Male', 52.04823931600162, 1.9429552943077912, 0.13631992915364766, 47, 13.787338136361928, 92.66666666666667, 'High Risk'),
(58784, 61, 12, '10:45.9', 36.13294056171029, 96.89461613396053, 135, 77, 38, 'Female', 64.25505727811286, 1.649404637163717, 0.11907330132357526, 58, 23.618531560315358, 96.33333333333333, 'Low Risk'),
(58785, 99, 14, '09:45.9', 37.07986374454735, 97.31987997994713, 130, 84, 30, 'Female', 97.53108991918523, 1.7244686028119287, 0.057889767640400026, 46, 32.79687724, 99.33333333333333, 'High Risk'),
(58786, 96, 13, '08:45.9', 36.01158833493648, 97.58116208000433, 123, 75, 53, 'Male', 56.97746258469341, 1.7994843888270988, 0.065821938, 48, 17.595715764908448, 91, 'High Risk'),
(58787, 68, 19, '07:45.9', 36.05153322687111, 97.08181193343727, 113, 71, 18, 'Female', 89.48432443986061, 1.6110012811270786, 0.11886681430084756, 42, 34.479042136794945, 85, 'High Risk'),
(58788, 64, 19, '06:45.9', 36.60509678480916, 96.54449261981021, 119, 81, 54, 'Female', 94.47935149976766, 1.8341181236290038, 0.086271614, 38, 28.08550899392527, 93.66666666666667, 'Low Risk'),
(58789, 74, 16, '05:45.9', 36.16339993406413, 95.63920305754256, 122, 88, 38, 'Male', 68.11212414448437, 1.677473681866241, 0.099041592, 34, 24.20544069641482, 99.33333333333333, 'Low Risk'),
(58790, 79, 17, '04:45.9', 37.05022017622009, 99.88605924068483, 131, 79, 71, 'Female', 97.89389757381343, 1.6849255505555436, 0.10010729760607799, 52, 34.482138177112745, 96.33333333333333, 'High Risk'),
(58791, 68, 15, '03:45.9', 37.205869677979656, 96.77937433183423, 114, 82, 75, 'Male', 81.90031534132763, 1.5428431536846146, 0.147072866, 32, 34.406620601869534, 92.66666666666667, 'High Risk'),
(58792, 89, 17, '02:45.9', 37.382133040827284, 96.05423069527423, 132, 81, 24, 'Male', 90.05859059625242, 1.6314984160593828, 0.10632979467761511, 51, 33.83388221343893, 98, 'High Risk'),
(58793, 70, 15, '01:45.9', 36.91421645804441, 96.91949013258409, 123, 77, 76, 'Male', 67.58283239281297, 1.6015674340477957, 0.1463607805883591, 46, 26.347895381800825, 92.33333333333333, 'Low Risk'),
(58794, 84, 12, '00:45.9', 36.89541318319285, 98.11454541974899, 124, 78, 29, 'Male', 90.31867279436247, 1.8467617806983787, 0.075791675, 46, 26.48230547739216, 93.33333333333333, 'Low Risk'),
(58795, 98, 19, '59:45.9', 36.559871015821784, 96.23302359948376, 117, 87, 50, 'Female', 60.661658254744935, 1.9113020934397833, 0.14447122488374403, 30, 16.60563956590298, 97, 'High Risk'),
(58796, 95, 16, '58:45.9', 37.26626486598752, 95.53694039799144, 125, 78, 59, 'Female', 51.478000585996625, 1.9840981045435169, 0.1330546405799975, 47, 13.076616462496636, 93.66666666666667, 'High Risk'),
(58797, 63, 13, '57:45.9', 36.11033028641234, 97.71247186, 117, 73, 29, 'Male', 51.608308366593576, 1.7378057822882156, 0.12021583963408916, 44, 17.089019603837592, 87.66666666666667, 'High Risk'),
(58798, 89, 15, '56:45.9', 36.48937825947495, 96.79387412612729, 129, 86, 80, 'Female', 83.98547742173105, 1.5679082282888543, 0.11175542164946387, 43, 34.163544026359446, 100.33333333333333, 'High Risk'),
(58799, 62, 17, '55:45.9', 36.25919776818235, 99.46199641706015, 116, 86, 44, 'Female', 79.77975247644466, 1.5699517242650534, 0.088729249, 30, 32.36831473006698, 96, 'High Risk'),
(58800, 83, 19, '54:45.9', 36.62817549637806, 96.68255336358467, 119, 86, 22, 'Male', 97.80551410460407, 1.9489268579639372, 0.14569816030531607, 33, 25.749705063763628, 97, 'Low Risk'),
(58801, 69, 19, '53:45.9', 37.27787341668924, 99.53700108877176, 112, 79, 84, 'Female', 99.38698341749381, 1.8991819334455187, 0.09808315, 33, 27.55474324366767, 90, 'Low Risk'),
(58802, 82, 12, '52:45.9', 37.49620617628102, 96.37312294904578, 119, 70, 66, 'Male', 69.99964669356466, 1.9415678753981949, 0.058873924142476275, 49, 18.569093057873886, 86.33333333333333, 'Low Risk'),
(58803, 66, 16, '51:45.9', 36.024302233031065, 95.37739114551088, 135, 87, 88, 'Male', 50.92657055735697, 1.533163848728019, 0.10292093100178493, 48, 21.665428895043114, 103, 'Low Risk'),
(58804, 86, 15, '50:45.9', 36.46888560774428, 97.79709530268784, 124, 85, 80, 'Male', 62.13614902444314, 1.5672870108816042, 0.074134189, 39, 25.295732796527364, 98, 'Low Risk'),
(58805, 72, 13, '49:45.9', 36.49794884250828, 95.43626386735582, 138, 76, 84, 'Female', 72.07652976233864, 1.8977256000492342, 0.10350307554595023, 62, 20.01368390472665, 96.66666666666666, 'Low Risk'),
(58806, 94, 13, '48:45.9', 36.45325277406132, 96.40642538255327, 128, 80, 18, 'Male', 93.56508125824396, 1.8835297756260432, 0.09352041, 48, 26.373563794167556, 96, 'High Risk'),
(58807, 96, 19, '47:45.9', 36.51408889701262, 96.31055450199729, 129, 70, 26, 'Female', 73.18722125499752, 1.5677531084797869, 0.13753355992563848, 59, 29.77692981182054, 89.66666666666666, 'High Risk'),
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(58986, 97, 18, '48:45.9', 36.42576404760041, 96.88250447259963, 115, 89, 29, 'Female', 65.42074295573829, 1.5527636675063394, 0.12128242229071752, 26, 27.133433328427483, 97.66666666666667, 'High Risk'),
(58987, 60, 13, '47:45.9', 36.81603011495916, 98.48910522352506, 135, 75, 46, 'Female', 50.61222229252763, 1.5366061013494092, 0.081754412, 60, 21.435336234372276, 95, 'Low Risk'),
(58988, 91, 17, '46:45.9', 36.82211586978472, 95.24641122258022, 115, 84, 74, 'Female', 97.69715170479071, 1.514194621916543, 0.10934873216422203, 31, 42.610683802220024, 94.33333333333333, 'High Risk'),
(58989, 63, 19, '45:45.9', 37.11317965577932, 98.13352854236861, 131, 84, 88, 'Female', 63.87802894369318, 1.7495722662851456, 0.13199593491441614, 47, 20.86833189800599, 99.66666666666667, 'Low Risk'),
(58990, 93, 13, '44:45.9', 36.74823694, 95.21055550342689, 134, 87, 68, 'Female', 73.40000962526761, 1.7123201713120022, 0.12343097832722828, 47, 25.033765018811625, 102.66666666666667, 'High Risk'),
(58991, 96, 18, '43:45.9', 37.23246070811128, 97.41609070294543, 121, 83, 46, 'Female', 60.459189215020736, 1.9418456295920932, 0.095195491, 38, 16.033669042465437, 95.66666666666667, 'High Risk'),
(58992, 90, 12, '42:45.9', 37.43110645237822, 97.40279686313379, 124, 78, 41, 'Male', 99.01466995136451, 1.9735607288633992, 0.12332150171093384, 46, 25.42134676, 93.33333333333333, 'Low Risk'),
(58993, 95, 14, '41:45.9', 36.705892113955855, 97.74189830829985, 125, 89, 48, 'Male', 56.21368327375629, 1.5007663745576996, 0.071548439, 36, 24.95834946, 101, 'High Risk'),
(58994, 67, 15, '40:45.9', 36.81315101, 95.57457279856155, 122, 84, 66, 'Female', 77.42736044279599, 1.5568817432480935, 0.078024607, 38, 31.943551696924104, 96.66666666666667, 'High Risk'),
(58995, 91, 18, '39:45.9', 36.70714507778577, 99.21086476, 119, 71, 25, 'Male', 55.486656495027574, 1.6412967943770396, 0.084864278, 48, 20.597490603785612, 87, 'High Risk'),
(58996, 73, 16, '38:45.9', 37.13225338548524, 96.81952822676591, 125, 72, 70, 'Female', 59.710547787411954, 1.8556160710310712, 0.1169518274637442, 53, 17.34102662646389, 89.66666666666666, 'High Risk'),
(58997, 71, 19, '37:45.9', 36.53140341673735, 96.30598026921129, 113, 87, 88, 'Male', 53.601445297039305, 1.8495711959987058, 0.10124289384001137, 26, 15.668751515663468, 95.66666666666667, 'High Risk'),
(58998, 67, 18, '36:45.9', 36.83758425562622, 95.19747022, 120, 73, 33, 'Female', 97.6961854, 1.903930708555955, 0.10259007, 47, 26.95102763887561, 88.66666666666667, 'Low Risk'),
(58999, 79, 18, '35:45.9', 37.39369974656697, 97.60219653356238, 118, 75, 75, 'Female', 97.22756860744477, 1.9033216508974644, 0.074095471, 43, 26.83892085506136, 89.33333333333333, 'Low Risk'),
(59000, 97, 18, '34:45.9', 36.87880801273789, 95.157555, 135, 73, 81, 'Male', 74.92486382696046, 1.7196367757955628, 0.11960300278766188, 62, 25.336843783521722, 93.66666666666666, 'High Risk'),
(59001, 67, 13, '33:45.9', 37.479117700732616, 99.14525126, 138, 71, 26, 'Male', 55.61458814244449, 1.6667008262219731, 0.12953547389176287, 67, 20.02043105604363, 93.33333333333333, 'Low Risk'),
(59002, 95, 15, '32:45.9', 36.238671365938856, 95.36401185058249, 132, 82, 31, 'Female', 75.34016307122053, 1.8712639266644593, 0.10886876946570279, 50, 21.51574878053667, 98.66666666666666, 'High Risk'),
(59003, 61, 12, '31:45.9', 37.46543650195015, 95.58169614088033, 130, 72, 77, 'Female', 73.11682797186342, 1.757181060064352, 0.1351169012935191, 58, 23.680142693429637, 91.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(59004, 75, 12, '30:45.9', 36.48215976287608, 97.18078287110602, 124, 87, 25, 'Female', 53.42302868059178, 1.6334492985893432, 0.12881929430874972, 37, 20.022448629553118, 99.33333333333333, 'Low Risk'),
(59005, 73, 15, '29:45.9', 36.694846771761235, 99.03421545875132, 135, 73, 60, 'Female', 97.81456546467629, 1.8463377985566864, 0.09193126, 62, 28.693346868642138, 93.66666666666666, 'Low Risk'),
(59006, 85, 17, '28:45.9', 36.617028609860455, 97.50519681144954, 135, 85, 79, 'Female', 90.22611869271937, 1.6719504360810167, 0.074513266, 50, 32.27642888393905, 101.66666666666666, 'High Risk'),
(59007, 77, 16, '27:45.9', 36.08332362058047, 96.07889704336937, 128, 85, 71, 'Female', 93.28403988603263, 1.9982038014624974, 0.11305408099124492, 43, 23.362955634103464, 99.33333333333333, 'Low Risk'),
(59008, 75, 12, '26:45.9', 37.47436456908155, 97.90657597, 135, 77, 86, 'Male', 52.51242098479963, 1.838512992693437, 0.065988585, 58, 15.535621590661894, 96.33333333333333, 'High Risk'),
(59009, 76, 19, '25:45.9', 36.73317317802304, 97.15631157, 111, 77, 21, 'Female', 59.64566565903024, 1.7206291173320203, 0.1003681675110532, 34, 20.146720148167063, 88.33333333333333, 'Low Risk'),
(59010, 63, 14, '24:45.9', 36.12291669025273, 97.18355052950209, 128, 76, 77, 'Male', 62.02419724618748, 1.8430765925803987, 0.084899607, 52, 18.258890537264005, 93.33333333333333, 'High Risk'),
(59011, 82, 14, '23:45.9', 37.074273156677954, 99.66015216337016, 123, 88, 69, 'Male', 66.34850943404493, 1.901116627, 0.081716276, 35, 18.357504799489593, 99.66666666666667, 'High Risk'),
(59012, 96, 18, '22:45.9', 36.91344478747007, 95.41643463723462, 135, 86, 32, 'Female', 96.89838391, 1.536240076439219, 0.074890881, 49, 41.05805317217942, 102.33333333333333, 'High Risk'),
(59013, 66, 18, '21:45.9', 36.60164860035972, 98.15879316554066, 133, 88, 36, 'Female', 53.722354841751674, 1.5990434075803166, 0.11519378637078234, 45, 21.010410349005088, 103, 'Low Risk'),
(59014, 83, 12, '20:45.9', 37.36991210615069, 96.43975994273715, 118, 75, 27, 'Male', 67.50593128649791, 1.6583891474211532, 0.11214000556548842, 43, 24.54533924, 89.33333333333333, 'Low Risk'),
(59015, 77, 14, '19:45.9', 36.76858474536156, 98.63726084739751, 117, 72, 50, 'Male', 86.42100958426943, 1.7392036051716513, 0.05139245, 45, 28.57054214788862, 87, 'Low Risk'),
(59016, 76, 12, '18:45.9', 36.842148971313044, 98.21504294996211, 122, 81, 73, 'Female', 68.98004989107505, 1.9349656103934239, 0.078562873, 41, 18.423706331594495, 94.66666666666667, 'High Risk'),
(59017, 65, 19, '17:45.9', 36.395219827559046, 96.96465107200679, 137, 78, 42, 'Female', 87.12629038687581, 1.6727420088608842, 0.14011634477251994, 59, 31.13804168169869, 97.66666666666666, 'High Risk'),
(59018, 86, 19, '16:45.9', 37.08163583385919, 98.39507493, 136, 78, 28, 'Male', 55.807143542809904, 1.9649151736941683, 0.076875971, 58, 14.454470300934021, 97.33333333333333, 'High Risk'),
(59019, 85, 14, '15:45.9', 36.07146568554842, 97.26455502415556, 115, 85, 33, 'Male', 61.62919712374518, 1.5385188342110652, 0.076291588, 30, 26.03639644136646, 95, 'Low Risk'),
(59020, 83, 18, '14:45.9', 37.48652422041614, 96.53114393970081, 122, 82, 71, 'Female', 51.005074863039304, 1.583927385067212, 0.053711403, 40, 20.330256324092385, 95.33333333333333, 'Low Risk'),
(59021, 76, 14, '13:45.9', 37.10321743076817, 98.28619245, 136, 78, 23, 'Male', 78.76593762225282, 1.9393505590991624, 0.085037857, 58, 20.94236901200568, 97.33333333333333, 'Low Risk'),
(59022, 97, 16, '12:45.9', 36.82225297800149, 98.53502116133431, 125, 82, 78, 'Male', 52.491007343696914, 1.5809353744483285, 0.076012186, 43, 21.00180747387873, 96.33333333333333, 'High Risk'),
(59023, 87, 18, '11:45.9', 37.27852320408648, 99.69825121185262, 127, 88, 31, 'Female', 67.30988515849417, 1.7607082044155902, 0.088978471, 39, 21.71221214461918, 101, 'Low Risk'),
(59024, 70, 16, '10:45.9', 36.49503613379135, 96.29642096782888, 133, 72, 66, 'Female', 55.069038559214725, 1.8131779477830317, 0.081743789, 61, 16.75045611532237, 92.33333333333333, 'High Risk'),
(59025, 88, 17, '09:45.9', 37.446851298788765, 96.51875223087569, 118, 88, 69, 'Male', 68.09306996192817, 1.804587461822105, 0.1290308592497752, 30, 20.909663488714205, 98, 'Low Risk'),
(59026, 95, 18, '08:45.9', 37.28994038, 96.99138979, 116, 84, 24, 'Female', 70.97574665, 1.6462545785955147, 0.095767777, 32, 26.188822865291108, 94.66666666666667, 'High Risk'),
(59027, 91, 12, '07:45.9', 36.46626891858169, 98.21943598435949, 139, 70, 42, 'Female', 75.87800813, 1.7355831647348032, 0.12535576884205687, 69, 25.18981999768172, 93, 'High Risk'),
(59028, 96, 14, '06:45.9', 36.338545733240494, 99.92235754554089, 112, 73, 59, 'Male', 74.84340059768343, 1.611581248, 0.13360930143189853, 39, 28.81702221325684, 86, 'High Risk'),
(59029, 64, 19, '05:45.9', 36.66423186350995, 99.13318438739432, 136, 77, 66, 'Male', 92.73360685687335, 1.5815131664558315, 0.080383805, 59, 37.07588515074606, 96.66666666666666, 'High Risk'),
(59030, 85, 16, '04:45.9', 36.249306958794534, 99.90657301554158, 125, 80, 20, 'Female', 64.69544015096174, 1.9227237411630633, 0.059356341, 45, 17.500074364706954, 95, 'High Risk'),
(59031, 80, 14, '03:45.9', 36.659403010542164, 96.256883, 116, 86, 23, 'Male', 56.71956937133551, 1.7798750153456082, 0.092308185, 30, 17.904158396675776, 96, 'High Risk'),
(59032, 64, 14, '02:45.9', 36.52946958546559, 95.69062746, 118, 87, 70, 'Male', 63.123661745362035, 1.9339388821049512, 0.10173877584637141, 31, 16.877444707953316, 97.33333333333333, 'High Risk'),
(59033, 82, 14, '01:45.9', 36.269019744600534, 97.64972976555204, 128, 81, 42, 'Female', 52.062546800667306, 1.5672783048692347, 0.064666074, 47, 21.194987529081946, 96.66666666666667, 'Low Risk'),
(59034, 92, 14, '00:45.9', 36.94121468956218, 98.52805757529282, 139, 81, 20, 'Male', 82.37625928598352, 1.6510275749189538, 0.059661370420632555, 58, 30.21992716, 100.33333333333333, 'High Risk'),
(59035, 88, 17, '59:45.9', 37.42757441277152, 99.81677656232189, 113, 87, 44, 'Male', 95.42341308582658, 1.8515408787200094, 0.063842576, 26, 27.834814820816117, 95.66666666666667, 'Low Risk'),
(59036, 93, 12, '58:45.9', 36.598113615570774, 99.15456693271317, 133, 86, 60, 'Male', 59.82910306178395, 1.9864580099580553, 0.051297771, 47, 15.161902986436836, 101.66666666666667, 'High Risk'),
(59037, 97, 19, '57:45.9', 36.860843438002846, 95.84910935655314, 115, 84, 26, 'Male', 61.944520989140976, 1.617297365127842, 0.063211758, 31, 23.682259789704258, 94.33333333333333, 'High Risk'),
(59038, 62, 16, '56:45.9', 37.149418549294744, 96.14817445967573, 132, 75, 23, 'Male', 59.430362095897536, 1.5977194546369196, 0.1277708795567773, 57, 23.28130548708399, 94, 'Low Risk'),
(59039, 63, 13, '55:45.9', 37.370946297041115, 96.03118433339073, 113, 89, 20, 'Female', 97.60045153, 1.6221058113425981, 0.069103841, 24, 37.09312870520999, 97, 'High Risk'),
(59040, 67, 13, '54:45.9', 36.58390832241229, 95.97428347522145, 119, 72, 85, 'Female', 92.98121037170725, 1.6245743366525331, 0.10170710147993739, 47, 35.23027380118869, 87.66666666666667, 'High Risk'),
(59041, 73, 14, '53:45.9', 36.22319416, 99.20792941024831, 139, 79, 40, 'Male', 81.68570001887099, 1.7848065461452918, 0.1308152748714852, 60, 25.64269901941418, 99, 'Low Risk'),
(59042, 94, 17, '52:45.9', 36.71212727, 96.71568979535573, 139, 71, 49, 'Female', 92.41698539936266, 1.751391310380265, 0.1445246762941784, 68, 30.129048514093842, 93.66666666666666, 'High Risk'),
(59043, 99, 17, '51:45.9', 36.23822751486795, 98.011963, 125, 84, 59, 'Male', 80.52810482411688, 1.6322290345757366, 0.14847277492523342, 41, 30.22632032408584, 97.66666666666667, 'High Risk'),
(59044, 97, 15, '50:45.9', 36.08295252840521, 97.43782929, 131, 88, 75, 'Female', 70.51617123016824, 1.9865471866711435, 0.094286544, 43, 17.868617526066355, 102.33333333333333, 'High Risk'),
(59045, 94, 18, '49:45.9', 36.90587099921904, 98.09573781910359, 132, 76, 80, 'Male', 85.91584573, 1.5392416389536752, 0.120401817, 56, 36.262660420325595, 94.66666666666666, 'High Risk'),
(59046, 68, 18, '48:45.9', 36.65129907847697, 98.95911603937648, 131, 81, 36, 'Female', 69.54596267784385, 1.698799824158033, 0.087103608, 50, 24.098361137364865, 97.66666666666666, 'Low Risk'),
(59047, 85, 14, '47:45.9', 37.316499918595284, 96.50246361579477, 133, 83, 19, 'Female', 98.43864058396194, 1.8179844693706717, 0.092411875, 50, 29.784154079890005, 99.66666666666666, 'Low Risk'),
(59048, 65, 19, '46:45.9', 37.471218432262425, 95.34171203207573, 117, 74, 63, 'Male', 98.36298743486788, 1.5557938148418127, 0.10527593447046006, 43, 40.63756051924778, 88.33333333333333, 'High Risk'),
(59049, 80, 17, '45:45.9', 36.20345207814174, 95.84049759, 136, 89, 57, 'Male', 73.66031727777575, 1.580405531644367, 0.10546155428637775, 47, 29.491475601540763, 104.66666666666667, 'Low Risk'),
(59050, 61, 13, '44:45.9', 36.42449459, 96.27897665957715, 132, 70, 51, 'Female', 61.57506534982231, 1.6053697324592748, 0.067067589, 62, 23.89212291341384, 90.66666666666666, 'Low Risk'),
(59051, 91, 13, '43:45.9', 37.04777099719059, 98.55873279, 127, 79, 79, 'Male', 90.01235035403823, 1.5671920532431554, 0.077141749, 48, 36.64862289522735, 95, 'High Risk'),
(59052, 76, 13, '42:45.9', 36.438818685711745, 98.60889890719832, 114, 89, 65, 'Male', 85.03236066929787, 1.849828175777956, 0.1052895315668583, 25, 24.84971749719224, 97.33333333333333, 'Low Risk'),
(59053, 73, 12, '41:45.9', 36.20497236191132, 95.50082192269888, 120, 83, 20, 'Female', 92.50375241182006, 1.765699777283214, 0.1403094030574873, 37, 29.670551974662803, 95.33333333333333, 'Low Risk'),
(59054, 64, 19, '40:45.9', 37.260706555094465, 96.51100084689833, 137, 82, 79, 'Female', 70.75494016284375, 1.6233347389221915, 0.068099361, 55, 26.849772049041015, 100.33333333333333, 'Low Risk'),
(59055, 72, 17, '39:45.9', 36.35806212491862, 98.65449371, 127, 77, 87, 'Female', 88.48579135874664, 1.8269861846365218, 0.10937409441942364, 50, 26.509590106101495, 93.66666666666666, 'Low Risk'),
(59056, 79, 17, '38:45.9', 36.83978912484328, 98.66786818574529, 112, 84, 35, 'Male', 72.87153673547299, 1.5077433568956884, 0.10624493867945833, 28, 32.055538785361165, 93.33333333333333, 'High Risk'),
(59057, 61, 13, '37:45.9', 37.259411657033155, 96.30231801682723, 111, 71, 89, 'Female', 94.32391338187782, 1.8874907598032449, 0.1379707576350857, 40, 26.475985974832433, 84.33333333333333, 'Low Risk'),
(59058, 83, 17, '36:45.9', 36.801726982575374, 98.08148858770474, 132, 78, 48, 'Male', 87.47786038, 1.8030027808600506, 0.1447381101764481, 54, 26.90948331139246, 96, 'Low Risk'),
(59059, 77, 15, '35:45.9', 36.72082552671158, 99.53992268925155, 130, 72, 19, 'Male', 55.332874371877224, 1.8230576310867697, 0.087630932, 58, 16.64878079352777, 91.33333333333333, 'High Risk'),
(59060, 64, 13, '34:45.9', 36.258272437040986, 99.10153079229478, 135, 73, 23, 'Male', 54.71118147356662, 1.5500266758137407, 0.13373917824087944, 62, 22.771820329309275, 93.66666666666666, 'Low Risk'),
(59061, 91, 15, '33:45.9', 36.08028689135277, 99.80950060033963, 124, 78, 54, 'Male', 86.13341658397202, 1.9291995535604887, 0.096361754, 46, 23.142878156422164, 93.33333333333333, 'High Risk'),
(59062, 67, 18, '32:45.9', 37.24931417843253, 96.15001851906409, 136, 85, 84, 'Male', 61.50222280263757, 1.8011373399878476, 0.066796594, 51, 18.958202272176333, 102, 'Low Risk'),
(59063, 86, 12, '31:45.9', 36.21473952687489, 98.19887550591145, 137, 82, 63, 'Male', 61.78097613529426, 1.9194174756225206, 0.1262733378406292, 55, 16.76933638950818, 100.33333333333333, 'High Risk'),
(59064, 77, 18, '30:45.9', 36.632803587582416, 96.75445757309888, 132, 77, 19, 'Male', 82.19615468165188, 1.849216694181305, 0.11919509287175918, 55, 24.036757932261384, 95.33333333333333, 'Low Risk'),
(59065, 89, 12, '29:45.9', 37.26378479, 97.77185842355708, 110, 79, 57, 'Male', 98.52994750670871, 1.7232229554648688, 0.063312321, 31, 33.18068203225939, 89.33333333333333, 'High Risk'),
(59066, 84, 15, '28:45.9', 36.07549559541144, 99.40012932704897, 129, 75, 82, 'Male', 88.31342662260268, 1.638227104554027, 0.10917095198552694, 54, 32.90625977378732, 93, 'High Risk'),
(59067, 99, 15, '27:45.9', 36.68667284, 95.47236910961034, 116, 72, 63, 'Male', 84.63299093095245, 1.8400040218198004, 0.12263530734229307, 44, 24.997820461774655, 86.66666666666667, 'High Risk'),
(59068, 80, 16, '26:45.9', 37.01002205, 97.06837420663139, 111, 70, 28, 'Male', 82.97885083681344, 1.9507020308471255, 0.097232059, 41, 21.80647881353091, 83.66666666666667, 'Low Risk'),
(59069, 96, 15, '25:45.9', 36.19729116266441, 98.28726421090096, 118, 78, 89, 'Male', 60.156040268712204, 1.8095497253839006, 0.093079604, 40, 18.371228454007866, 91.33333333333333, 'High Risk'),
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(59247, 99, 15, '27:45.9', 36.013760654945926, 97.03187886, 112, 87, 32, 'Male', 58.64392531988965, 1.7362160478029744, 0.13527235021738165, 25, 19.454295123139566, 95.33333333333333, 'High Risk'),
(59248, 93, 19, '26:45.9', 36.01461018, 97.69303281486003, 119, 88, 39, 'Male', 58.875872668605226, 1.5478461744035101, 0.1497306461697429, 31, 24.574334252878582, 98.33333333333333, 'High Risk'),
(59249, 93, 16, '25:45.9', 37.11566559088297, 95.15408099144827, 135, 73, 23, 'Female', 54.01470144410281, 1.8136111661999201, 0.063195948, 62, 16.42190811841568, 93.66666666666666, 'High Risk'),
(59250, 61, 16, '24:45.9', 36.573407138983505, 95.54793398991663, 133, 74, 75, 'Female', 92.41184516160786, 1.768238290608093, 0.13501709966149322, 59, 29.556027372307927, 93.66666666666666, 'Low Risk'),
(59251, 98, 19, '23:45.9', 36.68765670952828, 99.45453858514804, 126, 77, 33, 'Male', 64.15319749240709, 1.8558958415307518, 0.087782329, 49, 18.62563593730961, 93.33333333333333, 'High Risk'),
(59252, 79, 15, '22:45.9', 36.82203054577421, 95.88152441226543, 131, 86, 62, 'Female', 94.87537536019805, 1.858023900534442, 0.131006073, 45, 27.48216322661574, 101, 'Low Risk'),
(59253, 82, 18, '21:45.9', 37.38317089784714, 96.63595464484814, 118, 79, 62, 'Male', 61.537701467363384, 1.6254891160965466, 0.068959134, 39, 23.290195754500996, 92, 'Low Risk'),
(59254, 73, 14, '20:45.9', 36.993799119786175, 96.90297697621119, 136, 82, 80, 'Male', 71.15203587, 1.830248141603849, 0.078202946, 54, 21.240629418639042, 100, 'Low Risk'),
(59255, 87, 18, '19:45.9', 36.14110328404753, 96.81271082950167, 126, 85, 34, 'Female', 64.65818169398098, 1.619059178479259, 0.088236453, 41, 24.66596104482669, 98.66666666666667, 'Low Risk'),
(59256, 96, 15, '18:45.9', 36.05654737759527, 99.80806108738619, 114, 74, 67, 'Male', 64.51992456216806, 1.697779684431022, 0.13879722144253342, 40, 22.38366440494349, 87.33333333333333, 'High Risk'),
(59257, 83, 16, '17:45.9', 36.12135620646386, 96.02529418731443, 112, 80, 51, 'Male', 53.671325832142266, 1.7292427666692063, 0.10892949211091099, 32, 17.948592115392234, 90.66666666666667, 'High Risk'),
(59258, 91, 19, '16:45.9', 36.440893814934796, 95.43689508638514, 132, 77, 38, 'Female', 67.13478880601494, 1.9244761165876771, 0.11757482993609022, 55, 18.126859793289174, 95.33333333333333, 'High Risk'),
(59259, 83, 13, '15:45.9', 36.169267380740756, 96.54648672, 119, 76, 85, 'Male', 81.42318424225542, 1.8513540882791113, 0.081094505, 43, 23.755769545963766, 90.33333333333333, 'Low Risk'),
(59260, 64, 16, '14:45.9', 36.44988636845268, 97.33057177286604, 138, 70, 71, 'Male', 79.81204711915616, 1.5561022969238223, 0.097382094, 68, 32.96037641150244, 92.66666666666666, 'High Risk'),
(59261, 90, 13, '13:45.9', 36.13667999890897, 97.20500680171985, 129, 83, 35, 'Male', 75.54690803039334, 1.8630580398109071, 0.10683964519650069, 46, 21.765263283438596, 98.33333333333333, 'Low Risk'),
(59262, 86, 16, '12:45.9', 36.18548410009882, 99.52521684897893, 126, 79, 43, 'Male', 71.91992430267688, 1.531267586683113, 0.096519757, 47, 30.67234937100197, 94.66666666666667, 'High Risk'),
(59263, 63, 19, '11:45.9', 37.27040735468278, 99.96906414955139, 121, 85, 73, 'Female', 73.79114750461805, 1.934698492678085, 0.1223798462184878, 36, 19.71413278309661, 97, 'Low Risk'),
(59264, 85, 12, '10:45.9', 36.06424016598423, 98.11694076529588, 115, 73, 48, 'Male', 79.54895597, 1.6816647688245996, 0.14388536096082533, 42, 28.129086769575824, 87, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(59266, 61, 18, '08:45.9', 37.23519353960492, 99.26986762617308, 136, 85, 75, 'Male', 90.24708847734169, 1.9111646356749288, 0.052446089, 51, 24.707966198482612, 102, 'Low Risk'),
(59267, 70, 14, '07:45.9', 36.87652037, 98.75244657136017, 138, 80, 25, 'Female', 59.58410605, 1.8240346303090162, 0.06516534, 58, 17.90870856760279, 99.33333333333333, 'High Risk'),
(59268, 95, 14, '06:45.9', 37.18760456363326, 99.87563820677171, 138, 74, 67, 'Male', 95.07304028519715, 1.7781103364882243, 0.087517943, 64, 30.07045288556808, 95.33333333333333, 'High Risk'),
(59269, 75, 19, '05:45.9', 37.46078468555362, 99.82861338687708, 119, 82, 81, 'Female', 77.49747150778866, 1.573547796, 0.11277747085349636, 37, 31.298797700405423, 94.33333333333333, 'High Risk'),
(59270, 85, 17, '04:45.9', 36.80562793046276, 95.60113927822425, 115, 86, 79, 'Female', 87.45139154838157, 1.9796986779798205, 0.14753254184780212, 29, 22.313543216923136, 95.66666666666667, 'Low Risk'),
(59271, 64, 14, '03:45.9', 37.304597092620625, 97.15901020957745, 134, 77, 78, 'Male', 72.18228309, 1.8428869598505133, 0.090328319, 57, 21.253635123090532, 96, 'Low Risk'),
(59272, 92, 18, '02:45.9', 37.096908730309465, 99.67606026660864, 139, 71, 84, 'Female', 71.32625695812123, 1.537226574262425, 0.11268950454641073, 68, 30.183782773731206, 93.66666666666666, 'High Risk'),
(59273, 86, 18, '01:45.9', 36.507582054682764, 99.87596458671496, 139, 70, 56, 'Female', 80.53848411507862, 1.5057208566875122, 0.12915564382857853, 69, 35.52339940752136, 93, 'High Risk'),
(59274, 62, 16, '00:45.9', 36.41462666796481, 95.62742555, 118, 89, 41, 'Female', 80.37082861562135, 1.8606468360120367, 0.066595156, 29, 23.215099443456268, 98.66666666666667, 'Low Risk'),
(59275, 99, 12, '59:45.9', 36.26627015145769, 96.01053191419531, 115, 87, 80, 'Male', 56.99863788684189, 1.8660831629771166, 0.13414128539363437, 28, 16.368259004859738, 96.33333333333333, 'High Risk'),
(59276, 62, 15, '58:45.9', 36.93413491030665, 99.47450425556912, 119, 80, 58, 'Male', 75.24770904125712, 1.5427350934078508, 0.08849757, 39, 31.61626511148645, 93, 'High Risk'),
(59277, 64, 14, '57:45.9', 36.84332814361189, 99.02588326682435, 113, 71, 19, 'Female', 87.79704554509175, 1.712863148037497, 0.11288079496839999, 42, 29.925028337786646, 85, 'Low Risk'),
(59278, 75, 14, '56:45.9', 37.02463335953918, 95.69333878, 133, 75, 45, 'Female', 82.87488568150367, 1.7680362033813193, 0.1304354929310816, 58, 26.511886697214685, 94.33333333333333, 'Low Risk'),
(59279, 64, 13, '55:45.9', 37.124731182075244, 95.61772948659603, 125, 79, 36, 'Male', 80.48427570124716, 1.5089494462741362, 0.091344859, 46, 35.34774066278873, 94.33333333333333, 'High Risk'),
(59280, 85, 14, '54:45.9', 37.40680296017311, 99.52696729737428, 133, 74, 85, 'Female', 68.70713076264164, 1.8400244412024727, 0.14003081047082194, 59, 20.29339127166304, 93.66666666666666, 'Low Risk'),
(59281, 82, 15, '53:45.9', 37.32309673056881, 95.43398588525746, 116, 84, 32, 'Female', 64.43579459, 1.8894477059337098, 0.10007582039737889, 32, 18.049178310301013, 94.66666666666667, 'High Risk'),
(59282, 71, 13, '52:45.9', 36.54003281519392, 96.93894021831629, 117, 73, 55, 'Female', 85.25088857624021, 1.6147203319245373, 0.11945896726962352, 44, 32.69672742362324, 87.66666666666667, 'High Risk'),
(59283, 88, 18, '51:45.9', 37.407626326653265, 95.93129066554042, 115, 86, 59, 'Male', 68.92941780592359, 1.5665148897274908, 0.060756256, 29, 28.088953292474407, 95.66666666666667, 'Low Risk'),
(59284, 87, 14, '50:45.9', 37.00996700922506, 98.74054992, 132, 78, 66, 'Male', 85.91856913769371, 1.9602571642036937, 0.11079657753674876, 54, 22.359440720464658, 96, 'Low Risk'),
(59285, 63, 19, '49:45.9', 36.47336804380753, 99.40161375035004, 137, 71, 45, 'Female', 80.50659788076791, 1.6832706346237156, 0.067557595, 66, 28.413424523821583, 93, 'Low Risk'),
(59286, 80, 19, '48:45.9', 36.12892431710632, 98.05961364845695, 129, 74, 27, 'Female', 62.87996078384965, 1.5645809952546061, 0.051430460595727326, 55, 25.68716414407696, 92.33333333333333, 'Low Risk'),
(59287, 83, 17, '47:45.9', 36.51727110287623, 96.84090092611055, 134, 88, 37, 'Male', 92.39408228, 1.9267367593998634, 0.14796292178924303, 46, 24.88853821006176, 103.33333333333333, 'Low Risk'),
(59288, 75, 15, '46:45.9', 36.60378226858947, 96.79224609355708, 128, 80, 49, 'Female', 80.11045878330819, 1.5141687235277856, 0.098755492, 48, 34.94143013606829, 96, 'High Risk'),
(59289, 76, 16, '45:45.9', 37.13043415303883, 99.09547483703312, 138, 78, 67, 'Male', 76.15927121195213, 1.7598429901393295, 0.086131052, 60, 24.590928909551614, 98, 'Low Risk'),
(59290, 96, 14, '44:45.9', 37.47080559689397, 98.24524288906237, 122, 84, 55, 'Male', 61.960298991708896, 1.6789272029419868, 0.09805009, 38, 21.981117768372492, 96.66666666666667, 'High Risk'),
(59291, 67, 16, '43:45.9', 36.70080269163741, 99.41158583368033, 130, 80, 51, 'Female', 62.809754531509356, 1.6548608941461738, 0.10642825300739626, 50, 22.935283328259025, 96.66666666666666, 'Low Risk'),
(59292, 66, 19, '42:45.9', 37.06568163054794, 96.3766431, 135, 74, 28, 'Female', 82.86109243, 1.8828175371431797, 0.10246872725860366, 61, 23.374061644718246, 94.33333333333333, 'Low Risk'),
(59293, 87, 18, '41:45.9', 37.204488309481164, 98.82800204930142, 138, 79, 89, 'Male', 80.03275084943105, 1.9043922494746093, 0.067265336, 59, 22.067591393675823, 98.66666666666666, 'Low Risk'),
(59294, 67, 14, '40:45.9', 36.19664620282126, 97.99524838946003, 119, 78, 32, 'Male', 61.17487688645774, 1.8670522697344436, 0.11033903811566148, 41, 17.549314252589678, 91.66666666666667, 'High Risk'),
(59295, 83, 15, '39:45.9', 37.293277670547184, 98.86841395280231, 139, 89, 33, 'Female', 74.80545247223273, 1.6888418863837555, 0.068147281, 50, 26.227401865217935, 105.66666666666666, 'Low Risk'),
(59296, 81, 17, '38:45.9', 36.13660592145187, 96.54172572, 129, 71, 31, 'Male', 64.64705300884103, 1.598566974150865, 0.076884666, 58, 25.298050738965333, 90.33333333333333, 'Low Risk'),
(59297, 93, 18, '37:45.9', 37.21197627468874, 99.10191025549702, 118, 74, 73, 'Male', 59.39286186220774, 1.5896456528752838, 0.094834972, 44, 23.503557327704023, 88.66666666666667, 'High Risk'),
(59298, 64, 19, '36:45.9', 36.00177831729613, 95.30500252, 137, 75, 59, 'Male', 87.99714599798965, 1.5531200625572816, 0.077897071, 62, 36.48031060607431, 95.66666666666666, 'High Risk'),
(59299, 86, 17, '35:45.9', 37.278003799996604, 99.64058900309132, 128, 84, 74, 'Male', 55.464893775859665, 1.6609653242176035, 0.082937192, 44, 20.10467485965485, 98.66666666666667, 'Low Risk'),
(59300, 85, 16, '34:45.9', 36.234391863045886, 98.28415849865675, 139, 79, 60, 'Female', 73.46923125, 1.8543574987223135, 0.10057239383730973, 60, 21.365770835666638, 99, 'Low Risk'),
(59301, 66, 14, '33:45.9', 37.118230778153055, 99.48966614321499, 120, 77, 39, 'Female', 88.93796176, 1.9697893763869234, 0.10099243044932302, 43, 22.921740450432303, 91.33333333333333, 'Low Risk'),
(59302, 64, 17, '32:45.9', 36.219732510843734, 97.33548759934988, 113, 82, 41, 'Female', 61.18190647014444, 1.827953743405857, 0.087963945, 31, 18.31017952583203, 92.33333333333333, 'High Risk'),
(59303, 79, 18, '31:45.9', 36.153115650532705, 98.22615205, 117, 83, 74, 'Male', 73.46874550826105, 1.9223278544711024, 0.094319556, 34, 19.881434029366584, 94.33333333333333, 'Low Risk'),
(59304, 86, 13, '30:45.9', 36.27276237788697, 97.82347708950546, 132, 87, 72, 'Female', 56.23853768832505, 1.8739959847678407, 0.076779987, 45, 16.013885080927356, 102, 'High Risk'),
(59305, 84, 17, '29:45.9', 37.32298819504321, 95.99296172507356, 118, 77, 71, 'Female', 78.10227249307817, 1.5909129311573844, 0.067590223, 41, 30.858218278751547, 90.66666666666667, 'High Risk'),
(59306, 97, 18, '28:45.9', 37.153972638658715, 98.56113529342751, 128, 79, 38, 'Female', 95.43547621304805, 1.9824403930890373, 0.14956055069174368, 49, 24.28340420051562, 95.33333333333333, 'High Risk'),
(59307, 65, 17, '27:45.9', 36.40546691754579, 98.87617038073344, 136, 77, 57, 'Female', 73.17931575388708, 1.8905871509125605, 0.10239896447379446, 59, 20.47363424552045, 96.66666666666666, 'Low Risk'),
(59308, 69, 16, '26:45.9', 36.060444659010194, 96.18396670316575, 110, 71, 77, 'Male', 78.24020855653252, 1.7129523998443918, 0.11756704057913253, 39, 26.664866263488303, 84, 'Low Risk'),
(59309, 85, 16, '25:45.9', 36.59736673698485, 99.11607511701534, 117, 78, 88, 'Female', 51.041635683569694, 1.577703943355026, 0.096918428, 39, 20.505650989727506, 91, 'Low Risk'),
(59310, 81, 14, '24:45.9', 37.142809992391264, 95.52692847897767, 127, 87, 31, 'Male', 86.03328084388659, 1.8479405254926347, 0.082660058, 40, 25.193615995146835, 100.33333333333333, 'Low Risk'),
(59311, 82, 19, '23:45.9', 36.81094141115255, 95.02395527980514, 110, 70, 38, 'Female', 69.19682009819238, 1.8738296370523522, 0.076056644, 40, 19.707245643971135, 83.33333333333333, 'Low Risk'),
(59312, 81, 13, '22:45.9', 36.80385195, 99.74553655167466, 125, 73, 60, 'Female', 76.53374117, 1.7292278686628282, 0.057552852, 52, 25.59460851192338, 90.33333333333333, 'Low Risk'),
(59313, 67, 13, '21:45.9', 36.41485674, 98.20943943128312, 124, 80, 29, 'Male', 92.71904520370214, 1.997905218760767, 0.062558047, 44, 23.228394223183578, 94.66666666666667, 'Low Risk'),
(59314, 86, 18, '20:45.9', 36.50255389386773, 96.58070271921345, 130, 77, 27, 'Female', 55.0218244, 1.618253881767879, 0.10040225544230147, 53, 21.01075562744545, 94.66666666666666, 'Low Risk'),
(59315, 85, 12, '19:45.9', 36.913310616583686, 98.14932971096967, 112, 83, 71, 'Male', 99.93816807045047, 1.951592870091627, 0.082260703, 29, 26.23934191440595, 92.66666666666667, 'Low Risk'),
(59316, 84, 12, '18:45.9', 36.835895249021306, 95.27897746, 132, 71, 69, 'Female', 82.74516944623366, 1.8375164504558392, 0.1238847328119632, 61, 24.506437248929252, 91.33333333333333, 'Low Risk'),
(59317, 77, 19, '17:45.9', 36.654257371727596, 96.70334850282221, 136, 72, 81, 'Male', 84.77671979193859, 1.8844831427411521, 0.11839698767901546, 64, 23.872180792692788, 93.33333333333333, 'Low Risk'),
(59318, 78, 14, '16:45.9', 36.075252998463085, 97.10486459, 132, 79, 20, 'Female', 80.12490677641634, 1.6164880746988282, 0.12580061394816874, 53, 30.663556658301566, 96.66666666666666, 'High Risk'),
(59319, 87, 17, '15:45.9', 37.09598390119889, 99.87407130257893, 127, 76, 47, 'Male', 71.65698602184267, 1.6576582266144158, 0.099852235, 51, 26.077655916553965, 93, 'Low Risk'),
(59320, 80, 19, '14:45.9', 37.06724146265457, 96.34411618812389, 117, 71, 87, 'Female', 78.92140863, 1.9552801390747288, 0.082532106, 46, 20.643191926022727, 86.33333333333333, 'Low Risk'),
(59321, 81, 14, '13:45.9', 37.27451446421621, 98.97976693637555, 116, 73, 76, 'Male', 70.14433546033976, 1.7234822450306497, 0.11148872215828715, 43, 23.61451213148122, 87.33333333333333, 'Low Risk'),
(59322, 88, 12, '12:45.9', 37.194633246517256, 97.02438230936525, 139, 71, 29, 'Female', 59.65048782551415, 1.6389689310235231, 0.051769464, 68, 22.20611362746466, 93.66666666666666, 'Low Risk'),
(59323, 74, 12, '11:45.9', 37.29188965063229, 98.73222035601147, 124, 89, 19, 'Male', 63.918998288578116, 1.5054565851786479, 0.12895496576117288, 35, 28.202881904317117, 100.66666666666667, 'Low Risk'),
(59324, 91, 17, '10:45.9', 37.295584720000704, 97.76794901794185, 124, 82, 76, 'Female', 75.94853975975413, 1.5802214826658731, 0.110952322, 42, 30.41469775285198, 96, 'High Risk'),
(59325, 80, 15, '09:45.9', 36.02343874378411, 96.59769007191171, 126, 87, 58, 'Female', 71.64267460205431, 1.8962279415003458, 0.10754228456555512, 39, 19.924650277589514, 100, 'Low Risk'),
(59326, 70, 19, '08:45.9', 36.42845604901126, 95.55421361531012, 116, 72, 34, 'Female', 67.38056430678229, 1.8889538053152666, 0.10225350930552352, 44, 18.88391205647365, 86.66666666666667, 'Low Risk'),
(59327, 93, 17, '07:45.9', 36.18828057587305, 99.16787294817428, 112, 83, 62, 'Female', 53.318031651198325, 1.5071697708123137, 0.1088595309660765, 29, 23.471981720549522, 92.66666666666667, 'High Risk'),
(59328, 75, 16, '06:45.9', 36.365926986172674, 95.50366113854125, 116, 82, 71, 'Female', 55.342429168977496, 1.8594370092538215, 0.075415792, 34, 16.006459368952193, 93.33333333333333, 'High Risk'),
(59329, 97, 13, '05:45.9', 36.21086981374244, 95.84938705227961, 127, 71, 56, 'Male', 96.02943256573363, 1.9101485050710876, 0.066290392, 56, 26.319043192847534, 89.66666666666666, 'High Risk'),
(59330, 75, 12, '04:45.9', 36.740247661445736, 95.78471591, 138, 81, 84, 'Male', 79.20292310171234, 1.9681402877929453, 0.1401842402657007, 57, 20.446976945082522, 100, 'Low Risk'),
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(59508, 92, 14, '06:45.9', 36.70235822654229, 99.56296486663354, 124, 77, 89, 'Female', 74.30550292928771, 1.8614601765407055, 0.073345408, 47, 21.44437923796934, 92.66666666666667, 'High Risk'),
(59509, 89, 18, '05:45.9', 36.98917193566708, 98.90374161786329, 138, 82, 30, 'Male', 84.64864953671159, 1.6622953094068933, 0.1448683802597703, 56, 30.633997674952184, 100.66666666666666, 'High Risk'),
(59510, 60, 15, '04:45.9', 36.064828271733596, 95.80543093, 116, 86, 87, 'Male', 81.23574446915187, 1.930380851344859, 0.14763583110408215, 30, 21.800234391133888, 96, 'Low Risk'),
(59511, 97, 19, '03:45.9', 36.145065793215906, 96.80705646096108, 115, 84, 26, 'Female', 76.19799436594604, 1.9708463366511166, 0.1268364493330673, 31, 19.61724479088547, 94.33333333333333, 'High Risk'),
(59512, 85, 12, '02:45.9', 36.74807532122821, 99.27684929289669, 123, 78, 51, 'Male', 54.23069468916189, 1.8673040762121644, 0.12944348057598504, 45, 15.55303241857245, 93, 'High Risk'),
(59513, 96, 14, '01:45.9', 36.44808296632376, 96.03613869344152, 127, 75, 18, 'Male', 97.34050332047599, 1.8445268557920194, 0.13428960061117162, 52, 28.610379723541143, 92.33333333333333, 'High Risk'),
(59514, 61, 19, '00:45.9', 37.173590400005786, 96.04200336, 119, 76, 74, 'Male', 55.50222806, 1.7158011581349126, 0.12304063205158944, 43, 18.852827955542164, 90.33333333333333, 'Low Risk'),
(59515, 73, 19, '59:45.9', 37.38019545377671, 98.22051633848386, 113, 79, 42, 'Male', 81.37088608653042, 1.980241858549165, 0.092674179, 34, 20.750691432888377, 90.33333333333333, 'Low Risk'),
(59516, 71, 15, '58:45.9', 36.013337622054415, 95.13491630828494, 123, 78, 51, 'Female', 74.60428083, 1.5229059094458637, 0.10766632874632287, 45, 32.16752183347912, 93, 'High Risk'),
(59517, 98, 15, '57:45.9', 36.12470124672776, 96.32551465060938, 117, 75, 53, 'Female', 70.68640567757079, 1.6251589598103118, 0.143918341, 42, 26.763579992277023, 89, 'High Risk'),
(59518, 83, 15, '56:45.9', 36.75455376039041, 96.08612075623843, 118, 85, 88, 'Male', 89.01525003867391, 1.8997920834893152, 0.1173854810847777, 33, 24.663361514889978, 96, 'Low Risk'),
(59519, 83, 14, '55:45.9', 36.770177839024136, 99.13366711233014, 137, 79, 55, 'Female', 75.92601376611141, 1.9970247991188514, 0.11949493511253727, 58, 19.03810349, 98.33333333333333, 'Low Risk'),
(59520, 60, 18, '54:45.9', 37.35440426047253, 97.69858045477187, 124, 82, 87, 'Female', 80.86125651958204, 1.6379437670970673, 0.071273221, 42, 30.1399488, 96, 'High Risk'),
(59521, 69, 17, '53:45.9', 37.33179252232907, 95.69887135263097, 115, 80, 65, 'Female', 70.57761277597302, 1.6882206862316176, 0.11770295270755383, 35, 24.763300605940067, 91.66666666666667, 'Low Risk'),
(59522, 60, 17, '52:45.9', 36.21197006494253, 96.96562719121992, 117, 71, 72, 'Female', 89.58435756367547, 1.6195237036297543, 0.12646543335459484, 46, 34.15525766540421, 86.33333333333333, 'High Risk'),
(59523, 97, 17, '51:45.9', 37.494099456898574, 96.73463027099268, 122, 72, 82, 'Male', 70.41128191977207, 1.5709725665112062, 0.067456337, 50, 28.530215296001835, 88.66666666666666, 'High Risk'),
(59524, 61, 17, '50:45.9', 36.52633642636386, 96.40050729093372, 128, 87, 74, 'Male', 84.79730332689638, 1.8234945391641044, 0.076957265, 41, 25.501933396940792, 100.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(59526, 90, 18, '48:45.9', 37.374351778932734, 95.36992768539133, 113, 83, 28, 'Male', 52.26266630634026, 1.5629080949744674, 0.1236508326193918, 30, 21.39561041497671, 93, 'Low Risk'),
(59527, 82, 13, '47:45.9', 36.728802165898806, 96.82519304, 116, 72, 59, 'Female', 59.98740267636015, 1.9422815045828041, 0.086448165, 44, 15.901412695049313, 86.66666666666667, 'High Risk'),
(59528, 77, 13, '46:45.9', 36.418151190933145, 96.19575001, 122, 73, 55, 'Female', 59.479248986281895, 1.8547919821592753, 0.12403211395952253, 49, 17.2892063, 89.33333333333333, 'High Risk'),
(59529, 83, 16, '45:45.9', 37.02519574093334, 98.23009780232343, 128, 82, 45, 'Male', 73.72789816880402, 1.5686300922480552, 0.1462332320691535, 46, 29.963377709922263, 97.33333333333333, 'Low Risk'),
(59530, 77, 15, '44:45.9', 36.82383874628125, 98.76882521, 132, 76, 50, 'Male', 96.88033454, 1.6560749363211342, 0.11348037217193646, 56, 35.324470523639455, 94.66666666666666, 'High Risk'),
(59531, 89, 16, '43:45.9', 37.297933040213884, 98.64762862800987, 123, 87, 64, 'Female', 92.97118596907583, 1.9599957803631687, 0.10931474253567462, 36, 24.201266732930623, 99, 'Low Risk'),
(59532, 90, 18, '42:45.9', 37.31180716891979, 97.31679049907926, 138, 83, 88, 'Male', 80.58670301796101, 1.9722244405293976, 0.14281231965724495, 55, 20.71813770437374, 101.33333333333333, 'Low Risk'),
(59533, 88, 16, '41:45.9', 37.21447475239105, 97.31303451823337, 111, 80, 21, 'Female', 64.14807288, 1.9999077593971881, 0.1221131167996758, 31, 16.03849758578078, 90.33333333333333, 'High Risk'),
(59534, 92, 13, '40:45.9', 37.36722970864486, 98.81352461, 124, 77, 54, 'Male', 57.41096398055319, 1.8373107081196156, 0.090091706, 47, 17.007074993743856, 92.66666666666667, 'High Risk'),
(59535, 67, 12, '39:45.9', 36.441743174397274, 97.30450495315358, 110, 73, 63, 'Female', 79.72568930990539, 1.7121501301053883, 0.075729055, 37, 27.196598914258878, 85.33333333333333, 'Low Risk'),
(59536, 83, 18, '38:45.9', 37.09242177494668, 95.53578551152374, 135, 81, 78, 'Female', 82.10118997172253, 1.6411073557286258, 0.13973492715612773, 54, 30.48424670645744, 99, 'High Risk'),
(59537, 64, 16, '37:45.9', 36.83857288, 96.79438836572638, 119, 78, 69, 'Male', 62.944395092438015, 1.623686148999387, 0.11150562063868191, 41, 23.875522930140704, 91.66666666666667, 'Low Risk'),
(59538, 92, 19, '36:45.9', 36.17783198416142, 95.72499049, 136, 72, 57, 'Male', 91.16113467956119, 1.7969617782305258, 0.069424226, 64, 28.231375781280313, 93.33333333333333, 'High Risk'),
(59539, 83, 12, '35:45.9', 36.65144974873519, 97.66403848296204, 121, 79, 33, 'Male', 72.77327748129085, 1.7229149434895308, 0.12717111997976543, 42, 24.515697785494726, 93, 'Low Risk'),
(59540, 89, 14, '34:45.9', 36.18638886466378, 98.84055503766095, 113, 85, 40, 'Female', 81.69101495509884, 1.8245299285553633, 0.144551689, 28, 24.539872871860034, 94.33333333333333, 'Low Risk'),
(59541, 90, 19, '33:45.9', 36.31758966002618, 98.46446722230277, 132, 71, 74, 'Male', 63.875875660350964, 1.7683030396727566, 0.10240809378105936, 61, 20.427888555303095, 91.33333333333333, 'Low Risk'),
(59542, 96, 12, '32:45.9', 37.23432026092882, 97.54470463845182, 119, 71, 38, 'Male', 57.029921684200524, 1.5901591806841673, 0.14244885269344765, 48, 22.553895990233286, 87, 'High Risk'),
(59543, 81, 14, '31:45.9', 36.70871143390806, 95.78972638006063, 134, 73, 86, 'Female', 68.35113611, 1.7180262920511593, 0.13127249441761474, 61, 23.157204239610305, 93.33333333333333, 'Low Risk'),
(59544, 98, 12, '30:45.9', 37.143100141657705, 96.29959555164177, 126, 84, 33, 'Male', 50.46998378465511, 1.5976989120663039, 0.11646447298245467, 42, 19.77166695123754, 98, 'High Risk'),
(59545, 65, 17, '29:45.9', 36.16513490503489, 96.18752037388315, 115, 81, 70, 'Male', 57.87524749851357, 1.9989426686177487, 0.062545185, 34, 14.484122343596763, 92.33333333333333, 'High Risk'),
(59546, 96, 18, '28:45.9', 36.67346216123901, 97.92652374, 120, 79, 44, 'Female', 80.79203717521733, 1.978169103158837, 0.10132015646415692, 41, 20.64627607, 92.66666666666667, 'High Risk'),
(59547, 69, 12, '27:45.9', 37.17603366, 96.93422884286463, 134, 72, 85, 'Male', 69.89045068739082, 1.696382718285843, 0.053173286690629734, 62, 24.286792484613102, 92.66666666666666, 'Low Risk'),
(59548, 92, 17, '26:45.9', 36.048376303693196, 96.21008443, 111, 86, 71, 'Female', 50.791330372975686, 1.5257979079373614, 0.096728717, 25, 21.817026454544227, 94.33333333333333, 'High Risk'),
(59549, 90, 13, '25:45.9', 36.675641736666805, 95.29318442, 127, 76, 74, 'Male', 90.88044724006261, 1.9809097755997822, 0.074971655, 51, 23.160133862080084, 93, 'Low Risk'),
(59550, 79, 19, '24:45.9', 36.29244526031557, 95.15377430962654, 127, 70, 73, 'Male', 72.61626555284455, 1.786872676950664, 0.078884097, 57, 22.742944651794893, 89, 'Low Risk'),
(59551, 77, 14, '23:45.9', 37.24150298700681, 96.03805908676621, 125, 75, 73, 'Male', 58.37350737670559, 1.9736268458071817, 0.079602247, 50, 14.985999055328904, 91.66666666666666, 'High Risk'),
(59552, 95, 13, '22:45.9', 36.020471231793174, 99.25291493, 116, 87, 60, 'Female', 86.57842901, 1.871878976820464, 0.077163527, 29, 24.70894300880751, 96.66666666666667, 'High Risk'),
(59553, 71, 17, '21:45.9', 36.42851076534589, 98.08791910460506, 139, 71, 36, 'Female', 61.734499639365076, 1.7024534221434917, 0.07916181, 68, 21.299894628605138, 93.66666666666666, 'Low Risk'),
(59554, 63, 15, '20:45.9', 36.21040401984513, 96.00802471362009, 116, 72, 89, 'Male', 93.10745874321381, 1.7579396631828321, 0.10715986034675595, 44, 30.12843293564342, 86.66666666666667, 'High Risk'),
(59555, 79, 19, '19:45.9', 36.28132317343921, 99.39614790949054, 129, 82, 27, 'Female', 75.34258715293839, 1.929766701, 0.062631718, 47, 20.231631801489304, 97.66666666666667, 'Low Risk'),
(59556, 87, 14, '18:45.9', 36.289382191336486, 97.87989223892788, 110, 88, 39, 'Male', 60.623248883044596, 1.958874765184766, 0.10920407372304236, 22, 15.798864122373411, 95.33333333333333, 'High Risk'),
(59557, 63, 18, '17:45.9', 36.088195182524544, 98.31667816273472, 119, 75, 38, 'Male', 80.38677694, 1.5115313092905551, 0.067150193, 44, 35.18441393296716, 89.66666666666667, 'High Risk'),
(59558, 88, 13, '16:45.9', 37.45407112147539, 99.60430313307347, 131, 84, 42, 'Female', 73.27519237058074, 1.5488485511229082, 0.060451669, 47, 30.544924754599275, 99.66666666666667, 'High Risk'),
(59559, 64, 18, '15:45.9', 36.110641979422326, 96.58630027, 132, 85, 80, 'Female', 77.92327650313104, 1.923681046536343, 0.088722244, 47, 21.05722188018432, 100.66666666666667, 'Low Risk'),
(59560, 62, 12, '14:45.9', 36.89299407, 99.96582527155402, 131, 82, 36, 'Male', 76.20190840823255, 1.5728875771067323, 0.062503132, 49, 30.80140188849753, 98.33333333333333, 'High Risk'),
(59561, 68, 13, '13:45.9', 36.85594201961833, 99.65156766147828, 132, 82, 44, 'Female', 59.326847153174825, 1.5856596887260814, 0.079454366, 50, 23.595614812369377, 98.66666666666666, 'Low Risk'),
(59562, 71, 14, '12:45.9', 36.92115900166077, 97.76824019755311, 125, 89, 69, 'Female', 59.15948987693855, 1.5744759448348258, 0.14399766347551737, 36, 23.86450117, 101, 'Low Risk'),
(59563, 65, 17, '11:45.9', 37.303196336587476, 98.36182583138044, 133, 87, 79, 'Female', 63.19683679430936, 1.5633664990802423, 0.050622233757620566, 46, 25.856738204031657, 102.33333333333333, 'Low Risk'),
(59564, 64, 12, '10:45.9', 36.99101007858787, 97.71762418143967, 138, 75, 19, 'Male', 91.56334955072991, 1.677773027440673, 0.08965429, 63, 32.52784225078186, 96, 'High Risk'),
(59565, 66, 13, '09:45.9', 37.060071613170805, 95.84033931045619, 130, 75, 68, 'Female', 61.62686908, 1.5976954744731913, 0.08852165, 55, 24.14249188531224, 93.33333333333333, 'Low Risk'),
(59566, 62, 18, '08:45.9', 37.07137585539016, 95.62837992668634, 129, 75, 64, 'Male', 68.21376389462597, 1.8056513489251023, 0.092966208, 54, 20.922049262150516, 93, 'Low Risk'),
(59567, 86, 16, '07:45.9', 36.536394489245765, 98.27980066835687, 117, 82, 60, 'Female', 73.74898273100794, 1.8394503560166746, 0.097963214, 35, 21.796155189113396, 93.66666666666667, 'Low Risk'),
(59568, 95, 16, '06:45.9', 36.67888986, 96.65689004878813, 121, 79, 48, 'Female', 90.53198934127944, 1.8701490871611768, 0.092522006, 42, 25.885085534351727, 93, 'High Risk'),
(59569, 89, 16, '05:45.9', 37.15558088236472, 96.37477506924286, 128, 81, 50, 'Male', 67.83931173414823, 1.7176495547076878, 0.078379792, 47, 22.993882663572492, 96.66666666666667, 'Low Risk'),
(59570, 61, 13, '04:45.9', 36.21339860715023, 99.52463531, 139, 87, 81, 'Female', 52.76882896926401, 1.9691419804026251, 0.055187394, 52, 13.608911644000136, 104.33333333333333, 'High Risk'),
(59571, 67, 16, '03:45.9', 37.37156457487653, 98.37976346914103, 135, 85, 48, 'Female', 65.01875584531496, 1.656724048640959, 0.08439896, 50, 23.68854040632057, 101.66666666666666, 'Low Risk'),
(59572, 80, 13, '02:45.9', 37.07343056457884, 95.75816193693099, 113, 77, 83, 'Male', 86.9566877, 1.7020400878566102, 0.0637647, 36, 30.01673278525084, 89, 'High Risk'),
(59573, 83, 13, '01:45.9', 36.94182407317213, 96.48806624729154, 138, 89, 18, 'Male', 90.79244778394708, 1.8332985301456453, 0.070556315, 49, 27.01365471351331, 105.33333333333333, 'Low Risk'),
(59574, 70, 17, '00:45.9', 36.756908370304735, 97.53798863670963, 131, 81, 63, 'Female', 88.67713174540737, 1.6917832477226717, 0.058309381181668764, 50, 30.982909399434803, 97.66666666666666, 'High Risk'),
(59575, 80, 12, '59:45.9', 36.15799790619029, 99.10598631144163, 132, 76, 77, 'Female', 95.24826026094647, 1.7326717291320932, 0.10839470408480736, 56, 31.726668671493385, 94.66666666666666, 'High Risk'),
(59576, 98, 18, '58:45.9', 36.74989227655677, 97.46494520933344, 123, 73, 62, 'Male', 60.28081656629632, 1.9973016042386575, 0.12064991417638507, 50, 15.11095196330817, 89.66666666666666, 'High Risk'),
(59577, 70, 19, '57:45.9', 36.41536373599392, 95.30197918021543, 122, 86, 25, 'Male', 83.06121984798517, 1.9943563067850127, 0.13883284533170576, 36, 20.882995896745978, 98, 'Low Risk'),
(59578, 94, 19, '56:45.9', 36.35146923964216, 97.74396279654033, 126, 85, 31, 'Male', 61.11428094646573, 1.90574518, 0.12847510703019074, 41, 16.827246098558795, 98.66666666666667, 'High Risk'),
(59579, 95, 12, '55:45.9', 37.44842880481155, 99.14824777399956, 124, 84, 30, 'Male', 95.32161113369523, 1.8271875080284274, 0.10938063644635071, 40, 28.551250825453952, 97.33333333333333, 'High Risk'),
(59580, 76, 19, '54:45.9', 37.49946670834148, 99.97370222003468, 133, 70, 40, 'Male', 72.96149629752402, 1.8298647744473506, 0.13415857128850517, 63, 21.78992513636184, 91, 'Low Risk'),
(59581, 70, 16, '53:45.9', 36.582765139845904, 97.77831131173193, 126, 86, 37, 'Male', 96.73063320320225, 1.721037227354763, 0.089573415, 40, 32.65754256657958, 99.33333333333333, 'High Risk'),
(59582, 98, 18, '52:45.9', 37.04905572302712, 96.71875771543367, 126, 88, 87, 'Male', 96.70365518597438, 1.651882987758193, 0.13321222675615785, 38, 35.43923419849117, 100.66666666666667, 'High Risk'),
(59583, 96, 16, '51:45.9', 36.172043623040835, 99.24696545729478, 136, 82, 59, 'Male', 63.25776671918275, 1.5188971300429668, 0.1362251570212257, 54, 27.41934855208228, 100, 'High Risk'),
(59584, 73, 15, '50:45.9', 37.41039256016421, 98.96424983677849, 118, 82, 77, 'Female', 77.46062819947294, 1.660970227924591, 0.073351939, 36, 28.077427774038593, 94, 'Low Risk'),
(59585, 98, 16, '49:45.9', 36.01733899643577, 96.95036149984229, 110, 89, 70, 'Female', 90.63669094162353, 1.507102111507805, 0.076869477, 21, 39.904207017906884, 96, 'High Risk'),
(59586, 70, 19, '48:45.9', 36.33900385342417, 96.54470574, 126, 87, 26, 'Male', 95.69874585448862, 1.847431788833901, 0.14626519941782118, 39, 28.039445556758498, 100, 'Low Risk'),
(59587, 95, 15, '47:45.9', 36.44860855889135, 98.33321469, 128, 77, 42, 'Male', 98.78050695806621, 1.5016875713708748, 0.11200820769272588, 51, 43.803829308639344, 94, 'High Risk'),
(59588, 63, 17, '46:45.9', 37.133301289140114, 99.09610481439252, 138, 85, 67, 'Female', 52.171341689698195, 1.8887007918780596, 0.094888934, 53, 14.625330225282756, 102.66666666666666, 'High Risk'),
(59589, 70, 16, '45:45.9', 37.16509686, 95.55509877591899, 123, 76, 76, 'Female', 54.97151673128201, 1.589851147607473, 0.07028499, 47, 21.748273726514487, 91.66666666666667, 'Low Risk'),
(59590, 78, 15, '44:45.9', 36.737891267393024, 99.20662540573991, 112, 73, 72, 'Male', 73.36941164869127, 1.614032390460153, 0.10172937121242115, 39, 28.163754154803783, 86, 'Low Risk'),
(59591, 85, 13, '43:45.9', 37.03403439114244, 97.15543789891865, 126, 82, 52, 'Male', 72.15574884760103, 1.7341803803320073, 0.08084276, 44, 23.992881066658637, 96.66666666666667, 'Low Risk'),
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(59769, 99, 17, '45:45.9', 36.83762120507715, 95.67235508359222, 135, 75, 65, 'Male', 93.53135437, 1.5742222209986316, 0.087414992, 60, 37.742020511904634, 95, 'High Risk'),
(59770, 61, 15, '44:45.9', 36.48472077962951, 96.14412379514697, 112, 80, 85, 'Female', 50.39030371097203, 1.8925813299103624, 0.065389594, 32, 14.068178590884498, 90.66666666666667, 'High Risk'),
(59771, 71, 15, '43:45.9', 37.35618741802491, 97.12044035581886, 120, 74, 78, 'Female', 51.94716424, 1.7546442343053947, 0.068113306, 46, 16.872665524204816, 89.33333333333333, 'High Risk'),
(59772, 72, 13, '42:45.9', 37.07976712845886, 99.95226442582961, 118, 78, 65, 'Male', 62.515093402163885, 1.5314123795470675, 0.052920513, 40, 26.656343573756377, 91.33333333333333, 'Low Risk'),
(59773, 87, 19, '41:45.9', 36.21075117541762, 97.98853937650553, 139, 88, 57, 'Female', 79.42138792, 1.5328575856983573, 0.095419907, 51, 33.80133532187201, 105, 'High Risk'),
(59774, 86, 13, '40:45.9', 36.855078850321334, 95.87311997561176, 111, 80, 50, 'Female', 99.34391275053235, 1.7700748517997333, 0.14909564974461387, 31, 31.70720768098664, 90.33333333333333, 'High Risk'),
(59775, 79, 16, '39:45.9', 37.19670372536575, 96.51196839215777, 114, 89, 54, 'Male', 96.25640279414509, 1.5356912491780867, 0.08453295, 25, 40.81518868194952, 97.33333333333333, 'High Risk'),
(59776, 95, 15, '38:45.9', 37.27810408221516, 96.75989020147958, 123, 78, 42, 'Female', 68.79372417189593, 1.804589479362802, 0.12486624160083877, 45, 21.124769480625947, 93, 'High Risk'),
(59777, 60, 13, '37:45.9', 37.28040827228658, 99.15211597104846, 126, 80, 81, 'Male', 95.39781181323188, 1.5383090619501563, 0.053620191, 46, 40.313566028583075, 95.33333333333333, 'High Risk'),
(59778, 78, 13, '36:45.9', 37.40043006388333, 96.11625610218435, 132, 88, 79, 'Female', 55.11231893518126, 1.8616982947813518, 0.11523405176216031, 44, 15.901206702964629, 102.66666666666667, 'High Risk'),
(59779, 96, 18, '35:45.9', 36.72679462900188, 95.81690687917977, 137, 73, 65, 'Female', 56.34820053283591, 1.5463286227999422, 0.055671782, 64, 23.56548931275222, 94.33333333333333, 'High Risk'),
(59780, 96, 18, '34:45.9', 37.42323269, 97.16535746665407, 134, 87, 30, 'Male', 89.21810361242487, 1.524477692269589, 0.1452379897025825, 47, 38.38935721219734, 102.66666666666667, 'High Risk'),
(59781, 78, 18, '33:45.9', 36.47599871601652, 95.39500062, 134, 75, 35, 'Female', 92.03024348279098, 1.727338998855839, 0.1296563683951636, 59, 30.84433521, 94.66666666666666, 'High Risk'),
(59782, 65, 18, '32:45.9', 36.081176850246436, 98.63533094781202, 135, 78, 64, 'Female', 69.70209689273236, 1.767675451319443, 0.073015277, 57, 22.30698021571899, 97, 'Low Risk'),
(59783, 72, 19, '31:45.9', 37.08203856, 99.41518612283605, 133, 71, 52, 'Male', 55.11934481113822, 1.953111048779706, 0.077419987, 62, 14.449411950449308, 91.66666666666666, 'High Risk'),
(59784, 75, 18, '30:45.9', 36.78554132390186, 95.36162635610478, 118, 76, 84, 'Male', 51.90053995053231, 1.9393132201945495, 0.06475414, 42, 13.799900657552906, 90, 'High Risk'),
(59785, 66, 16, '29:45.9', 37.14751841984131, 98.81107416921998, 117, 85, 25, 'Female', 85.82537468895134, 1.7652027009602356, 0.1122734220952259, 32, 27.54397030688055, 95.66666666666667, 'Low Risk'),
(59786, 71, 12, '28:45.9', 36.06210277688731, 99.02163926426736, 119, 75, 73, 'Male', 66.56671319530138, 1.7296772647590843, 0.099126631, 44, 22.249843454681002, 89.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(59787, 60, 17, '27:45.9', 36.123238732879884, 96.28856195468222, 117, 73, 71, 'Male', 78.43158052007087, 1.8506065661176374, 0.11134790419688195, 44, 22.90143886566292, 87.66666666666667, 'Low Risk'),
(59788, 86, 13, '26:45.9', 37.314461666623664, 99.28379241851813, 129, 71, 43, 'Male', 92.69983090644624, 1.604165880948035, 0.069833209, 58, 36.02304260944335, 90.33333333333333, 'High Risk'),
(59789, 61, 18, '25:45.9', 36.62048510044459, 98.75662162744247, 118, 79, 78, 'Male', 86.20056088091846, 1.9635782058334885, 0.14230814830027877, 39, 22.35700816371559, 92, 'Low Risk'),
(59790, 66, 12, '24:45.9', 36.07137742929143, 96.98872702818254, 119, 84, 56, 'Female', 96.12214705111421, 1.7998385744015737, 0.14946779261790671, 35, 29.67265123754201, 95.66666666666667, 'Low Risk'),
(59791, 74, 17, '23:45.9', 37.04975136402123, 99.77873689, 127, 73, 57, 'Female', 85.35535791851953, 1.5987518282865458, 0.1245352741323306, 54, 33.39401820055542, 91, 'High Risk'),
(59792, 67, 17, '22:45.9', 36.29761669007012, 96.57754877, 116, 86, 58, 'Female', 51.12544143100844, 1.6036204066563176, 0.11444232129050778, 30, 19.880803028632847, 96, 'Low Risk'),
(59793, 87, 13, '21:45.9', 36.032006194347126, 99.26892615040123, 121, 77, 27, 'Female', 61.29101507549383, 1.7437618168955216, 0.06059077, 44, 20.156841769015386, 91.66666666666667, 'Low Risk'),
(59794, 71, 14, '20:45.9', 36.42784581711293, 97.09613406890973, 125, 75, 21, 'Female', 78.78133052352504, 1.7180672161538157, 0.13575182485274356, 50, 26.689658054906992, 91.66666666666666, 'Low Risk'),
(59795, 67, 14, '19:45.9', 37.39613665874182, 98.85469593431445, 126, 81, 86, 'Female', 92.78041000826454, 1.7658885500325534, 0.12269330286111126, 45, 29.752927647874042, 96, 'Low Risk'),
(59796, 62, 16, '18:45.9', 36.75172326, 96.07383206225347, 119, 79, 35, 'Male', 82.93297102009866, 1.845612567012285, 0.086924879, 40, 24.347038729981268, 92.33333333333333, 'Low Risk'),
(59797, 77, 15, '17:45.9', 37.054224433432296, 99.06422205, 134, 73, 32, 'Female', 82.45303705868761, 1.9437717519374949, 0.083159482, 61, 21.82308399267446, 93.33333333333333, 'Low Risk'),
(59798, 88, 15, '16:45.9', 36.27330055923584, 96.05592073176291, 125, 76, 38, 'Female', 98.05091109, 1.6009223670520536, 0.13573119125062225, 49, 38.25701566757467, 92.33333333333333, 'High Risk'),
(59799, 82, 14, '15:45.9', 36.38052282104474, 99.18845185, 130, 88, 73, 'Female', 67.01538972875703, 1.9149343926591675, 0.057869829, 42, 18.27539401594103, 102, 'High Risk'),
(59800, 78, 17, '14:45.9', 36.423207536128665, 97.67802496, 127, 79, 72, 'Male', 85.43057421702142, 1.636480174565312, 0.096777423, 48, 31.900084156712833, 95, 'High Risk'),
(59801, 73, 18, '13:45.9', 37.31868571297635, 95.89999253332645, 130, 78, 30, 'Female', 92.26069651413167, 1.9601123036876766, 0.059732849, 52, 24.013464377578437, 95.33333333333333, 'Low Risk'),
(59802, 86, 17, '12:45.9', 37.44866030591987, 99.82649613852506, 129, 79, 29, 'Female', 54.261424807327955, 1.8536083305355064, 0.061755169950275926, 50, 15.792658640240614, 95.66666666666666, 'High Risk'),
(59803, 99, 15, '11:45.9', 36.44206591972638, 96.38138874837585, 139, 81, 48, 'Female', 70.59999704248705, 1.6289790632899088, 0.1380120756145286, 58, 26.605638008051034, 100.33333333333333, 'High Risk'),
(59804, 60, 14, '10:45.9', 36.509498889507505, 97.55693794208376, 129, 82, 45, 'Female', 67.88298599856256, 1.8971148325745866, 0.11104726165101447, 47, 18.86139014, 97.66666666666667, 'Low Risk'),
(59805, 68, 16, '09:45.9', 36.611447266208586, 98.37736273, 124, 79, 62, 'Female', 62.04553201, 1.521312812452261, 0.14989420932281283, 45, 26.808558776346516, 94, 'Low Risk'),
(59806, 96, 13, '08:45.9', 36.61062636949033, 98.89045604844752, 111, 72, 63, 'Female', 58.18674826, 1.893864642955075, 0.094997984, 39, 16.22281498326379, 85, 'High Risk'),
(59807, 70, 12, '07:45.9', 36.35162890784858, 99.63567436291811, 130, 82, 73, 'Female', 57.00069207706691, 1.6644588225123294, 0.072087006, 48, 20.574723983133346, 98, 'Low Risk'),
(59808, 80, 17, '06:45.9', 36.83884773, 96.91464333226206, 117, 86, 50, 'Female', 97.15028331174194, 1.9781319458637991, 0.13328498086711582, 31, 24.82753244685791, 96.33333333333333, 'Low Risk'),
(59809, 83, 14, '05:45.9', 36.65175985313848, 95.61767301722742, 120, 76, 76, 'Female', 67.90829943510776, 1.7074361059622867, 0.088028791, 44, 23.293456241432946, 90.66666666666667, 'Low Risk'),
(59810, 73, 13, '04:45.9', 37.18116103061142, 97.02866445, 119, 77, 69, 'Female', 87.26964314138425, 1.9541005306155006, 0.051100308, 42, 22.85437740179869, 91, 'Low Risk'),
(59811, 96, 13, '03:45.9', 36.225310045428245, 98.16478371869118, 131, 74, 66, 'Male', 68.17882259489318, 1.7911955934415622, 0.06228157, 57, 21.250222058416057, 93, 'High Risk'),
(59812, 71, 19, '02:45.9', 36.06558859960743, 95.64047404671774, 113, 84, 66, 'Male', 93.37938968137047, 1.7149951961996477, 0.098529773, 29, 31.748646500762106, 93.66666666666667, 'High Risk'),
(59813, 94, 15, '01:45.9', 36.619099926207944, 97.21474421014624, 123, 76, 50, 'Male', 88.37881428275512, 1.5412335763059213, 0.13347844484274107, 47, 37.20585140642249, 91.66666666666667, 'High Risk'),
(59814, 85, 12, '00:45.9', 36.974597199900145, 95.24048263626666, 139, 70, 83, 'Male', 73.30731612461116, 1.8901652359909376, 0.067632745, 69, 20.51860244912338, 93, 'Low Risk'),
(59815, 82, 13, '59:45.9', 36.142063993144184, 98.63796763, 137, 86, 44, 'Female', 99.11103093, 1.7988711053475606, 0.14630478453820778, 51, 30.62823014348832, 103, 'High Risk'),
(59816, 93, 13, '58:45.9', 36.73700557554221, 96.40218419, 121, 72, 30, 'Male', 56.20366949591949, 1.6808441820581872, 0.067418868, 49, 19.893434153048897, 88.33333333333333, 'High Risk'),
(59817, 85, 16, '57:45.9', 36.96571290604183, 98.67346158654226, 119, 87, 63, 'Female', 50.77670582, 1.7921985987226743, 0.092321623, 32, 15.80855794431832, 97.66666666666667, 'High Risk'),
(59818, 65, 12, '56:45.9', 37.203571353518065, 96.81945520284734, 110, 76, 85, 'Male', 64.09593819483015, 1.7853831070293746, 0.10772358028232035, 34, 20.107943967409373, 87.33333333333333, 'Low Risk'),
(59819, 80, 14, '55:45.9', 36.86243205076105, 95.58206318925123, 127, 77, 33, 'Female', 61.62525859365364, 1.6211014821733525, 0.087333706, 50, 23.44975712, 93.66666666666666, 'Low Risk'),
(59820, 78, 16, '54:45.9', 36.374050756916176, 99.75406458, 134, 81, 57, 'Female', 83.83448726, 1.9519826817517378, 0.12314228974609465, 53, 22.002437298517354, 98.66666666666666, 'Low Risk'),
(59821, 79, 13, '53:45.9', 36.812354001724216, 99.55537458332431, 129, 75, 25, 'Female', 62.93727226421505, 1.6394383677735354, 0.10964798478937159, 54, 23.41627054115346, 93, 'Low Risk'),
(59822, 74, 16, '52:45.9', 37.442710311941546, 99.27656774481747, 123, 78, 41, 'Male', 69.62778818, 1.5496637082833535, 0.074920535, 45, 28.993969296937063, 93, 'Low Risk'),
(59823, 80, 12, '51:45.9', 37.256804433875736, 98.87649498, 112, 78, 78, 'Male', 73.93562562875002, 1.605741024317029, 0.053003909, 34, 28.674955060485527, 89.33333333333333, 'Low Risk'),
(59824, 95, 19, '50:45.9', 36.30939305313359, 96.03734689424181, 127, 89, 53, 'Female', 61.76001274420017, 1.7785860330067487, 0.099515051, 38, 19.523497531733764, 101.66666666666667, 'High Risk'),
(59825, 79, 16, '49:45.9', 36.70798148739736, 95.48977956601811, 118, 74, 72, 'Male', 70.30256583530584, 1.923324127819585, 0.064632017, 44, 19.004927455296663, 88.66666666666667, 'Low Risk'),
(59826, 80, 17, '48:45.9', 36.62489517166297, 96.16906925270467, 132, 89, 37, 'Male', 55.32311347, 1.683022475717999, 0.068216545, 43, 19.531103515417414, 103.33333333333333, 'Low Risk'),
(59827, 96, 18, '47:45.9', 36.00603579461325, 98.64662757, 113, 81, 47, 'Male', 63.00250438533148, 1.5041886153251252, 0.11322257106339974, 32, 27.84538446211286, 91.66666666666667, 'High Risk'),
(59828, 89, 17, '46:45.9', 37.06912661, 98.65528265546101, 134, 75, 80, 'Male', 68.34332693, 1.8449883844585697, 0.10653956604647705, 59, 20.077463436128163, 94.66666666666666, 'Low Risk'),
(59829, 89, 16, '45:45.9', 37.05270854544012, 96.06909911753588, 125, 84, 71, 'Female', 59.873333290659275, 1.7715077793445302, 0.081207899, 41, 19.07863543646607, 97.66666666666667, 'Low Risk'),
(59830, 72, 17, '44:45.9', 36.944706922679245, 99.21886079, 114, 87, 37, 'Male', 99.32663124780566, 1.6471004413276942, 0.068594378, 27, 36.612175806904226, 96, 'High Risk'),
(59831, 84, 17, '43:45.9', 36.34890111153847, 95.82360718, 139, 70, 86, 'Male', 73.95791956391743, 1.9476552925279351, 0.1402119840747047, 69, 19.496672439926716, 93, 'Low Risk'),
(59832, 83, 18, '42:45.9', 36.22074764468277, 96.95859527143853, 138, 83, 83, 'Male', 66.38312786409425, 1.796989257507187, 0.097779459, 55, 20.557332012226208, 101.33333333333333, 'Low Risk'),
(59833, 63, 14, '41:45.9', 37.31390109876531, 98.65516774606112, 126, 72, 48, 'Male', 79.75883906366771, 1.7846937272918861, 0.078207173, 54, 25.04098623544607, 90, 'Low Risk'),
(59834, 70, 12, '40:45.9', 36.250146514988245, 97.86770865205239, 115, 80, 34, 'Female', 99.74877369297135, 1.8789024321694696, 0.091632349, 35, 28.25524699062682, 91.66666666666667, 'Low Risk'),
(59835, 96, 16, '39:45.9', 37.177542781840245, 95.86184729904626, 123, 89, 38, 'Female', 57.00234219927036, 1.918021716655479, 0.11127294208656499, 34, 15.494788790129855, 100.33333333333333, 'High Risk'),
(59836, 97, 18, '38:45.9', 36.05354921189035, 99.43959063, 125, 70, 45, 'Female', 74.49436788425143, 1.7332708796442355, 0.097619262, 55, 24.796509891035825, 88.33333333333333, 'High Risk'),
(59837, 68, 17, '37:45.9', 36.72836764562454, 95.43387109480479, 111, 76, 56, 'Female', 63.62494647794164, 1.8643541797870118, 0.13648635677597803, 35, 18.30503605043267, 87.66666666666667, 'High Risk'),
(59838, 95, 17, '36:45.9', 36.24542710202769, 97.97230595463982, 130, 81, 69, 'Female', 93.70480252979814, 1.6483951111713502, 0.06780002, 49, 34.48571336, 97.33333333333333, 'High Risk'),
(59839, 98, 15, '35:45.9', 36.606001154141964, 96.32899478876861, 125, 77, 18, 'Male', 85.33543190055009, 1.8852138552413282, 0.087823233, 48, 24.010883747961056, 93, 'High Risk'),
(59840, 95, 12, '34:45.9', 36.35958489388201, 97.21470096173421, 118, 72, 88, 'Male', 79.39140835014823, 1.9512721301164646, 0.12360354510170814, 46, 20.851524991305933, 87.33333333333333, 'High Risk'),
(59841, 66, 17, '33:45.9', 37.26159897164685, 95.62790351511423, 127, 79, 24, 'Male', 95.95516823022054, 1.6919879928212844, 0.082681254, 48, 33.517669761874494, 95, 'High Risk'),
(59842, 78, 12, '32:45.9', 36.327986968850695, 99.18691005856974, 119, 76, 35, 'Female', 71.25890396887534, 1.6661912942419854, 0.093289016, 43, 25.667845483786564, 90.33333333333333, 'Low Risk'),
(59843, 65, 17, '31:45.9', 36.055639880445945, 98.92153525223729, 139, 80, 37, 'Female', 95.82634043986792, 1.8527277813886107, 0.12003393514392081, 59, 27.916545465596595, 99.66666666666666, 'Low Risk'),
(59844, 90, 18, '30:45.9', 36.08549147220619, 96.88358106971413, 138, 87, 58, 'Male', 98.87156485819813, 1.6197335086414364, 0.11290674194814404, 51, 37.68636709235567, 104, 'High Risk'),
(59845, 88, 12, '29:45.9', 36.76068016275633, 96.34960725950826, 133, 83, 80, 'Male', 63.14039558290108, 1.6677538639199496, 0.066848784, 50, 22.700916301547853, 99.66666666666666, 'Low Risk'),
(59846, 97, 15, '28:45.9', 36.493067921524634, 99.47712697056376, 127, 88, 85, 'Female', 72.90968013219812, 1.8257890499486875, 0.085844655, 39, 21.87177334610258, 101, 'High Risk'),
(59847, 79, 16, '27:45.9', 36.12097121159561, 96.81079601104791, 124, 73, 23, 'Male', 59.891520536115976, 1.6616580754297923, 0.14759501219935917, 51, 21.69112185687623, 90, 'Low Risk'),
(59848, 97, 19, '26:45.9', 36.01910158264548, 97.80148838, 129, 72, 59, 'Male', 90.91229770446321, 1.6248801279320586, 0.0832923, 57, 34.43340569797207, 91, 'High Risk'),
(59849, 92, 15, '25:45.9', 36.132414236717715, 97.82296954746965, 122, 80, 29, 'Female', 66.99237034569764, 1.7175946836130846, 0.063928134, 42, 22.708265855209273, 94, 'High Risk'),
(59850, 79, 19, '24:45.9', 36.46395445, 96.99720231, 114, 81, 56, 'Male', 51.093169978293076, 1.7048416022611579, 0.13256319256035862, 33, 17.57902481, 92, 'High Risk'),
(59851, 73, 12, '23:45.9', 37.07112322363241, 97.14820843, 115, 83, 57, 'Male', 87.19777850300488, 1.7910835586809075, 0.13861619888537438, 32, 27.18151919999345, 93.66666666666667, 'Low Risk'),
(59852, 96, 13, '22:45.9', 36.71735075712169, 98.65256999058558, 119, 85, 18, 'Male', 82.59100959056335, 1.5892577280647995, 0.11074597409517711, 34, 32.699725808440434, 96.33333333333333, 'High Risk'),
(59853, 94, 19, '21:45.9', 36.97985364994823, 99.43046639276349, 123, 88, 33, 'Male', 93.40447403, 1.5850822426324518, 0.134734022, 35, 37.17612141666648, 99.66666666666667, 'High Risk'),
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(60030, 94, 15, '24:45.9', 36.72795293935235, 99.02114492925338, 129, 87, 37, 'Female', 63.74883699, 1.7878551791763848, 0.10163487093650853, 42, 19.943785390395302, 101, 'High Risk'),
(60031, 70, 13, '23:45.9', 36.875250672941526, 95.18477619183741, 112, 85, 21, 'Male', 88.67655521365725, 1.9242176460095366, 0.059579894, 27, 23.94971930907296, 94, 'Low Risk'),
(60032, 69, 18, '22:45.9', 36.40012132688822, 96.28336466801294, 126, 81, 62, 'Female', 90.44073582337228, 1.8885033053228395, 0.05853208, 45, 25.358793578297682, 96, 'Low Risk'),
(60033, 66, 19, '21:45.9', 36.744664644614126, 99.57103015, 116, 88, 55, 'Female', 87.58977722788698, 1.9657381707543788, 0.14194312130158782, 28, 22.66741939204131, 97.33333333333333, 'Low Risk'),
(60034, 69, 15, '20:45.9', 36.031627965598595, 95.34979877748059, 126, 84, 29, 'Male', 61.98319540799191, 1.7172307600302807, 0.07165634, 42, 21.01922229199012, 98, 'Low Risk'),
(60035, 77, 16, '19:45.9', 36.59746497878862, 97.75701584125981, 124, 79, 75, 'Male', 57.83026031297905, 1.8337663486435667, 0.1494937129791844, 45, 17.19757252868872, 94, 'High Risk'),
(60036, 86, 19, '18:45.9', 37.25911009789863, 99.05436196050177, 132, 88, 75, 'Female', 79.21772096383157, 1.7358000457195493, 0.1237239298014696, 44, 26.291959399919893, 102.66666666666667, 'Low Risk'),
(60037, 87, 16, '17:45.9', 37.475274857592396, 96.93366376302615, 137, 83, 44, 'Male', 54.939976209024074, 1.971556493552686, 0.11226726272566348, 54, 14.13416038, 101, 'High Risk'),
(60038, 62, 15, '16:45.9', 37.00599316866839, 95.21863767234088, 116, 71, 50, 'Male', 86.56074197891269, 1.8452894655383894, 0.088409326, 45, 25.420961071886175, 86, 'Low Risk'),
(60039, 73, 19, '15:45.9', 36.58226411493923, 99.26653790705727, 117, 80, 23, 'Female', 91.54811179245192, 1.5971384367123398, 0.12074544117005163, 37, 35.88924053823376, 92.33333333333333, 'High Risk'),
(60040, 77, 13, '14:45.9', 36.73084522204744, 95.2050023, 134, 80, 39, 'Female', 96.55982057344485, 1.8148800268946774, 0.14968561014291892, 54, 29.315722884244412, 98, 'Low Risk'),
(60041, 97, 14, '13:45.9', 36.528845878048216, 99.21785615540733, 134, 74, 79, 'Male', 84.08551546513837, 1.9102562078345244, 0.055953994, 60, 23.04294331377495, 94, 'High Risk'),
(60042, 83, 15, '12:45.9', 37.40680810192776, 95.29666296, 125, 86, 87, 'Female', 73.46799841290726, 1.7701904409033213, 0.053316404156662445, 39, 23.445431252819223, 99, 'Low Risk'),
(60043, 62, 16, '11:45.9', 36.67926151720224, 95.33675260454082, 112, 73, 60, 'Male', 50.61862148917651, 1.781614494365534, 0.057944921335094615, 39, 15.94714118600567, 86, 'High Risk'),
(60044, 74, 19, '10:45.9', 37.19282820652794, 98.20655661, 137, 72, 62, 'Female', 88.75697402748843, 1.6693620180408333, 0.1025783954185521, 65, 31.849412921209364, 93.66666666666666, 'High Risk'),
(60045, 93, 17, '09:45.9', 36.453506629646455, 95.84529414283448, 127, 87, 38, 'Female', 69.76337516181965, 1.9943815145699728, 0.11069916340576606, 40, 17.53924939057834, 100.33333333333333, 'High Risk'),
(60046, 78, 17, '08:45.9', 36.47906987209238, 95.07205876343536, 122, 85, 83, 'Female', 76.60974282716947, 1.9085531506458664, 0.07320293, 37, 21.031753668059764, 97.33333333333333, 'Low Risk'),
(60047, 68, 18, '07:45.9', 36.095227880921136, 95.34695742009129, 125, 80, 57, 'Female', 84.79471358496812, 1.748893788973797, 0.075699617, 45, 27.72310735829038, 95, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(60048, 98, 13, '06:45.9', 36.584757574786764, 98.61869609074725, 117, 80, 30, 'Male', 86.05850348359327, 1.5978140193960741, 0.08487146, 37, 33.70864806608727, 92.33333333333333, 'High Risk'),
(60049, 69, 14, '05:45.9', 36.03191736194621, 99.51564023307147, 136, 85, 74, 'Female', 75.24068503268163, 1.9160969235242613, 0.054806329, 51, 20.493578224060727, 102, 'Low Risk'),
(60050, 71, 14, '04:45.9', 37.43026124184131, 95.43554265833784, 139, 84, 60, 'Female', 50.074819652880805, 1.5535753421035055, 0.10216785107875306, 55, 20.746973612976717, 102.33333333333333, 'Low Risk'),
(60051, 68, 19, '03:45.9', 36.82596469260207, 95.07495523754667, 139, 77, 21, 'Male', 94.09492893859161, 1.7790277739574416, 0.10874371699271283, 62, 29.73040066315401, 97.66666666666666, 'Low Risk'),
(60052, 90, 17, '02:45.9', 36.28268796376707, 98.26769304425736, 139, 71, 37, 'Female', 82.57276847749348, 1.7912907956264161, 0.11970000033198909, 68, 25.733843595913658, 93.66666666666666, 'Low Risk'),
(60053, 88, 15, '01:45.9', 36.22377776207674, 95.53250662825906, 115, 88, 56, 'Male', 56.15156932258066, 1.6749097017551358, 0.093114851, 27, 20.01608340636979, 97, 'Low Risk'),
(60054, 74, 16, '00:45.9', 36.74643956325265, 95.50131040487786, 135, 70, 66, 'Female', 90.92801814128387, 1.5397321660022536, 0.080822165, 65, 38.353708241338865, 91.66666666666666, 'High Risk'),
(60055, 88, 17, '59:45.9', 36.83657376792099, 96.99605346662415, 131, 88, 62, 'Female', 53.03608972204082, 1.8637177809088703, 0.10483489720150849, 43, 15.269021244566964, 102.33333333333333, 'High Risk'),
(60056, 61, 13, '58:45.9', 36.836813530389115, 99.83998896, 127, 73, 43, 'Female', 83.28489844045794, 1.8325826555208093, 0.079075532, 54, 24.799282550068163, 91, 'Low Risk'),
(60057, 80, 19, '57:45.9', 37.09403757693502, 97.37962376941584, 131, 77, 77, 'Female', 81.56167576129955, 1.5324198968547735, 0.11866101254633384, 54, 34.73206265355657, 95, 'High Risk'),
(60058, 83, 17, '56:45.9', 37.316349683939244, 98.69116433895756, 112, 73, 30, 'Male', 98.83925056597332, 1.7441279408146806, 0.11257254010180062, 39, 32.491724693144235, 86, 'High Risk'),
(60059, 78, 15, '55:45.9', 37.19059051491961, 97.15568136543685, 130, 89, 89, 'Female', 97.21561539786131, 1.8495095476671002, 0.053466147268956654, 41, 28.419921532170758, 102.66666666666667, 'Low Risk'),
(60060, 95, 19, '54:45.9', 36.38910610173024, 98.29041816, 137, 73, 62, 'Male', 63.035574479075855, 1.8029332923921717, 0.057292779, 64, 19.392169497891164, 94.33333333333333, 'High Risk'),
(60061, 90, 16, '53:45.9', 36.7456008, 96.31825647158502, 135, 85, 76, 'Male', 56.47353442747853, 1.707629727855305, 0.096953876, 50, 19.36678608613909, 101.66666666666666, 'Low Risk'),
(60062, 73, 17, '52:45.9', 36.77061510842195, 98.14954153836682, 132, 76, 50, 'Female', 83.63861729956078, 1.6058526410062788, 0.13007209984223744, 56, 32.43362297333352, 94.66666666666666, 'High Risk'),
(60063, 68, 15, '51:45.9', 37.18054019716533, 98.98173696627549, 137, 74, 89, 'Female', 88.66111584118745, 1.9009929361757958, 0.10036519829744078, 63, 24.53421611955244, 95, 'Low Risk'),
(60064, 97, 15, '50:45.9', 37.41619862076943, 96.93794643876306, 120, 84, 47, 'Male', 89.26361609008349, 1.514685378735245, 0.059714575128164915, 36, 38.907167068934314, 96, 'High Risk'),
(60065, 94, 14, '49:45.9', 36.89136437639697, 97.67751809, 131, 86, 46, 'Female', 73.18544795723712, 1.8527692694820705, 0.074848703, 45, 21.319747550639807, 101, 'High Risk'),
(60066, 93, 13, '48:45.9', 36.196191954936104, 95.67641917866914, 116, 82, 32, 'Female', 67.6788987, 1.643046180898581, 0.12997026345560336, 34, 25.069965860173546, 93.33333333333333, 'High Risk'),
(60067, 69, 14, '47:45.9', 36.52980167937735, 95.38662154067272, 137, 81, 23, 'Female', 90.90693430416124, 1.5644106184626834, 0.12022410140466103, 56, 37.14458426683646, 99.66666666666666, 'High Risk'),
(60068, 64, 16, '46:45.9', 37.25733785911711, 98.81441077, 136, 86, 88, 'Female', 90.05656731871721, 1.9937607406586293, 0.12147710155971564, 50, 22.65527347318402, 102.66666666666666, 'Low Risk'),
(60069, 98, 19, '45:45.9', 36.966100810998405, 98.70471417539267, 115, 71, 38, 'Female', 68.19716617001015, 1.5327189769755831, 0.10076555615407196, 44, 29.02961388885194, 85.66666666666667, 'High Risk'),
(60070, 68, 15, '44:45.9', 36.63421017343462, 96.50464527, 111, 76, 76, 'Male', 76.62209401980417, 1.883883133343021, 0.12401839031791045, 35, 21.589674816415954, 87.66666666666667, 'Low Risk'),
(60071, 67, 16, '43:45.9', 37.358968203250214, 96.98130841, 126, 85, 43, 'Male', 60.78672595, 1.5442929390428373, 0.13234763591777227, 41, 25.48879949063322, 98.66666666666667, 'Low Risk'),
(60072, 63, 12, '42:45.9', 36.46795105727745, 96.67761664549886, 115, 86, 36, 'Female', 56.07555500144301, 1.9428407073178824, 0.06642204, 29, 14.855907676590872, 95.66666666666667, 'High Risk'),
(60073, 75, 18, '41:45.9', 36.822328682243125, 96.28270720025921, 124, 78, 86, 'Male', 84.20528367213716, 1.591223886769037, 0.13417642521030487, 46, 33.25651707824369, 93.33333333333333, 'High Risk'),
(60074, 73, 13, '40:45.9', 36.026036088132926, 98.59935526107009, 124, 80, 34, 'Male', 65.13997431923713, 1.692777088941109, 0.1263622452888553, 44, 22.732543888348886, 94.66666666666667, 'Low Risk'),
(60075, 79, 18, '39:45.9', 37.06045881278891, 96.48035772908892, 124, 80, 22, 'Female', 68.99765267180845, 1.6652583254591768, 0.073751946, 44, 24.881186636380605, 94.66666666666667, 'Low Risk'),
(60076, 66, 15, '38:45.9', 36.300305840159425, 96.56786390778164, 124, 70, 56, 'Female', 66.07885992136852, 1.6195182425401862, 0.070617776, 54, 25.193636135471362, 88, 'Low Risk'),
(60077, 78, 13, '37:45.9', 37.31741630785225, 99.61689003494713, 125, 70, 47, 'Female', 54.891265196354844, 1.6180415186906834, 0.12795470520986768, 55, 20.96640247, 88.33333333333333, 'Low Risk'),
(60078, 88, 16, '36:45.9', 36.81075558054265, 96.39017655482498, 136, 85, 74, 'Female', 69.83686123599486, 1.7085478828805631, 0.060247052024725925, 51, 23.92381320762369, 102, 'Low Risk'),
(60079, 97, 17, '35:45.9', 36.55573952717006, 98.28962203, 117, 89, 45, 'Female', 93.80022222548975, 1.6967231233771882, 0.055332802, 28, 32.582312908464594, 98.33333333333333, 'High Risk'),
(60080, 97, 12, '34:45.9', 36.92743412378934, 97.09018135768638, 125, 70, 78, 'Female', 59.90472485920697, 1.764268461481339, 0.14283130269582728, 55, 19.245612468144106, 88.33333333333333, 'High Risk'),
(60081, 86, 16, '33:45.9', 36.546176034364116, 99.69356379040588, 110, 77, 46, 'Female', 62.38092160150722, 1.8729352252768048, 0.10830711554125397, 33, 17.783050884123593, 88, 'High Risk'),
(60082, 70, 18, '32:45.9', 37.30516541328123, 95.84702773607503, 138, 87, 45, 'Male', 91.97875112455829, 1.8660935232668834, 0.14486065160244008, 51, 26.413180388273766, 104, 'Low Risk'),
(60083, 68, 15, '31:45.9', 36.28834813770902, 97.69143556, 132, 76, 36, 'Male', 72.20844156151811, 1.9390086814840723, 0.089808839, 56, 19.20562588771788, 94.66666666666666, 'Low Risk'),
(60084, 80, 17, '30:45.9', 36.77484084111047, 97.84488002913307, 134, 73, 84, 'Female', 73.12093593175673, 1.9060080403683048, 0.14828051694171607, 61, 20.127613528779204, 93.33333333333333, 'Low Risk'),
(60085, 67, 19, '29:45.9', 36.440752375618025, 97.51792136, 118, 82, 35, 'Female', 89.68202498956758, 1.8599454832520128, 0.069372505, 36, 25.924176897700473, 94, 'Low Risk'),
(60086, 66, 17, '28:45.9', 37.134082287926844, 95.12177861872708, 132, 72, 20, 'Male', 70.79734102750729, 1.985731491221809, 0.073533856, 60, 17.954606876562018, 92, 'High Risk'),
(60087, 63, 13, '27:45.9', 36.0204962, 96.46266085012184, 124, 85, 39, 'Female', 93.71914183222957, 1.9268128126642825, 0.052285039, 39, 25.243481549837036, 98, 'Low Risk'),
(60088, 88, 16, '26:45.9', 36.22582467098491, 96.38921137563516, 111, 73, 89, 'Female', 96.6849523, 1.7567626799857021, 0.1033825040494323, 38, 31.328001688667822, 85.66666666666667, 'High Risk'),
(60089, 76, 16, '25:45.9', 36.03044455115016, 96.28319068, 131, 80, 75, 'Male', 68.10902118, 1.9885385584465824, 0.058259852, 51, 17.22410268051698, 97, 'High Risk'),
(60090, 96, 18, '24:45.9', 36.994446877487775, 97.72293189, 129, 73, 78, 'Male', 52.84329718654086, 1.8828476815379767, 0.10948943134765574, 56, 14.90594560269673, 91.66666666666666, 'High Risk'),
(60091, 77, 16, '23:45.9', 36.43700161929995, 95.5624157, 120, 88, 56, 'Female', 80.30271451, 1.7744117362203171, 0.092681379, 32, 25.50477071187038, 98.66666666666667, 'Low Risk'),
(60092, 73, 13, '22:45.9', 36.27530318063939, 99.33542401812255, 133, 73, 20, 'Female', 87.35139380486504, 1.8169522909018063, 0.090833144, 60, 26.45957056620709, 93, 'Low Risk'),
(60093, 72, 15, '21:45.9', 36.84796634269277, 97.82886678898358, 126, 74, 78, 'Male', 67.31867754650789, 1.7387958254673248, 0.061264616, 52, 22.26580483714832, 91.33333333333333, 'Low Risk'),
(60094, 93, 15, '20:45.9', 37.17600037201571, 99.18281565210575, 114, 78, 77, 'Female', 63.93747925, 1.738283062519503, 0.10622183962618911, 36, 21.159943956468478, 90, 'High Risk'),
(60095, 90, 13, '19:45.9', 36.56494367429453, 96.60302842136963, 117, 88, 34, 'Male', 57.08360245451101, 1.6710788673443675, 0.12404284924636108, 29, 20.441722045956837, 97.66666666666667, 'Low Risk'),
(60096, 84, 18, '18:45.9', 37.40367040564623, 95.82263315727468, 131, 80, 31, 'Female', 84.35683838622111, 1.5741674022281908, 0.091674926, 51, 34.04226630787028, 97, 'High Risk'),
(60097, 96, 19, '17:45.9', 36.53266076546558, 97.94898649362656, 127, 88, 51, 'Male', 62.55290850991334, 1.9711835542722476, 0.093751662, 39, 16.098795123705226, 101, 'High Risk'),
(60098, 72, 16, '16:45.9', 36.03529951336961, 98.27744152716397, 119, 88, 63, 'Male', 64.3661051, 1.7309261553509765, 0.11778559818438221, 31, 21.48325825229131, 98.33333333333333, 'Low Risk'),
(60099, 87, 17, '15:45.9', 36.39079333292383, 95.75691198762355, 122, 71, 21, 'Male', 91.81781695545666, 1.5232179132632286, 0.14753137947830908, 51, 39.573356364536764, 88, 'High Risk'),
(60100, 77, 14, '14:45.9', 36.24594428573343, 99.40796359982015, 118, 71, 34, 'Male', 52.11033718124409, 1.6958451836244357, 0.068607776, 47, 18.11971984751654, 86.66666666666667, 'High Risk'),
(60101, 94, 13, '13:45.9', 36.61647254407531, 96.31441315992936, 114, 83, 57, 'Female', 89.54898968481976, 1.9687879873447471, 0.070937087, 31, 23.102702665221393, 93.33333333333333, 'High Risk'),
(60102, 62, 14, '12:45.9', 37.21093283462598, 97.25285919291008, 129, 77, 33, 'Female', 56.29347722059024, 1.9803036290951934, 0.051613203, 52, 14.354712836363127, 94.33333333333333, 'High Risk'),
(60103, 84, 19, '11:45.9', 36.09105573, 98.26051867747921, 121, 81, 81, 'Female', 71.94481480653765, 1.854406884075967, 0.11518937417134843, 40, 20.921337105593924, 94.33333333333333, 'Low Risk'),
(60104, 71, 15, '10:45.9', 36.51142971287489, 97.28009323097842, 127, 82, 28, 'Female', 51.43837777, 1.9345961842265202, 0.14224809441511088, 45, 13.743793142647972, 97, 'High Risk'),
(60105, 73, 16, '09:45.9', 37.06474130135858, 98.9592501, 120, 72, 28, 'Female', 55.372770721818576, 1.6311982612901696, 0.062196866, 48, 20.81051152786325, 88, 'Low Risk'),
(60106, 78, 15, '08:45.9', 36.69452141404469, 97.25417765752627, 121, 81, 35, 'Female', 72.05922542150591, 1.9235673795981736, 0.12964957592138043, 40, 19.47487964225979, 94.33333333333333, 'Low Risk'),
(60107, 71, 12, '07:45.9', 37.387374111283435, 95.41419672058841, 123, 77, 25, 'Male', 71.62246043442377, 1.835779393858969, 0.0979697, 46, 21.252413379799336, 92.33333333333333, 'Low Risk'),
(60108, 85, 16, '06:45.9', 36.57021018637512, 99.48056628980926, 134, 70, 53, 'Male', 71.38222902084144, 1.6032650471508538, 0.081140219, 64, 27.770228685955516, 91.33333333333333, 'Low Risk'),
(60109, 64, 14, '05:45.9', 37.18512102805577, 95.65260968182501, 124, 82, 48, 'Male', 80.55727518469088, 1.757831141013676, 0.064670305, 42, 26.070566003499668, 96, 'Low Risk'),
(60110, 98, 14, '04:45.9', 36.95644039877905, 98.34638356679395, 126, 73, 47, 'Female', 94.22881429860206, 1.8340569823602915, 0.12048915125572579, 53, 28.012900393210394, 90.66666666666666, 'High Risk'),
(60111, 68, 15, '03:45.9', 37.219343080436836, 98.98346054325378, 138, 88, 57, 'Female', 71.92241924771659, 1.863347991753181, 0.057959304, 50, 20.714590295018056, 104.66666666666666, 'Low Risk'),
(60112, 70, 19, '02:45.9', 36.634310790108465, 98.93435690408442, 130, 78, 77, 'Female', 89.43169942758783, 1.8141117581758508, 0.11735696528367165, 52, 27.174615451109485, 95.33333333333333, 'Low Risk'),
(60113, 97, 15, '01:45.9', 37.347794503975955, 99.89639405912548, 114, 85, 38, 'Male', 79.99964067, 1.6586779598598254, 0.067110541, 29, 29.077956900963326, 94.66666666666667, 'High Risk'),
(60114, 82, 17, '00:45.9', 36.71722881135995, 98.92916437726598, 139, 88, 49, 'Female', 76.20931174962334, 1.5578532549529562, 0.06826495, 51, 31.40182922603748, 105, 'High Risk'),
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(60292, 99, 19, '02:45.9', 36.65200795783324, 98.31326570262459, 139, 89, 74, 'Male', 96.01744411687929, 1.8808405532851111, 0.062645274, 50, 27.14227091617125, 105.66666666666666, 'High Risk'),
(60293, 82, 12, '01:45.9', 36.7130563, 95.77125669952501, 113, 86, 44, 'Female', 71.46907828, 1.631467394812788, 0.10535916749581548, 27, 26.85105682274171, 95, 'Low Risk'),
(60294, 98, 16, '00:45.9', 36.45460839518847, 98.23836756274646, 131, 88, 50, 'Female', 85.38993599, 1.8647800784869302, 0.099462164, 43, 24.555650650313805, 102.33333333333333, 'High Risk'),
(60295, 61, 12, '59:45.9', 36.38503284339032, 96.88167503189591, 139, 73, 71, 'Male', 67.93317712417475, 1.8064998685953038, 0.12229067652943533, 66, 20.816420761570356, 95, 'Low Risk'),
(60296, 73, 15, '58:45.9', 36.33698215009043, 97.74722830664858, 131, 70, 85, 'Male', 53.653701653432094, 1.838612149482844, 0.055571891037810864, 61, 15.871553552687349, 90.33333333333333, 'High Risk'),
(60297, 91, 13, '57:45.9', 36.35486665944782, 99.44285042137332, 117, 80, 59, 'Female', 90.8526943, 1.9537323327157832, 0.088757147, 37, 23.801683918284937, 92.33333333333333, 'High Risk'),
(60298, 91, 14, '56:45.9', 37.19213187038981, 97.58543032879797, 128, 78, 65, 'Male', 69.94165151, 1.5917564269830908, 0.1370724913596322, 50, 27.604676297710537, 94.66666666666666, 'High Risk'),
(60299, 69, 19, '55:45.9', 37.403374809986936, 97.92054954838942, 116, 86, 31, 'Male', 92.82068081386386, 1.6201442789638758, 0.10402007624870735, 30, 35.36204450561396, 96, 'High Risk'),
(60300, 79, 14, '54:45.9', 36.79025212127071, 96.44259654367326, 133, 70, 69, 'Female', 70.44838829965157, 1.662293881361058, 0.063660253, 63, 25.49502542, 91, 'Low Risk'),
(60301, 91, 18, '53:45.9', 36.29226754541906, 97.24284958353392, 136, 79, 79, 'Female', 62.218135373812984, 1.6211411457933653, 0.061705032117969696, 57, 23.674201199507163, 98, 'High Risk'),
(60302, 76, 13, '52:45.9', 36.83660867855286, 95.49751588475006, 118, 89, 40, 'Female', 93.44325208, 1.9815457816770414, 0.13452569053840488, 29, 23.797959615229498, 98.66666666666667, 'Low Risk'),
(60303, 77, 15, '51:45.9', 36.90632673109515, 99.59039456292693, 128, 88, 31, 'Female', 99.29445834242844, 1.7860703437834449, 0.12972109131459145, 40, 31.126328184733325, 101.33333333333333, 'High Risk'),
(60304, 76, 17, '50:45.9', 36.678125009704615, 95.03942608515794, 113, 84, 72, 'Female', 65.54171790311155, 1.5201549898404598, 0.086013357, 29, 28.362341483059115, 93.66666666666667, 'Low Risk'),
(60305, 92, 13, '49:45.9', 36.951435936712606, 99.46209742, 121, 76, 51, 'Male', 96.06808232261349, 1.8527504803475372, 0.099722796, 45, 27.986285000112172, 91, 'High Risk'),
(60306, 64, 13, '48:45.9', 36.65812517259341, 96.35656306571862, 134, 74, 88, 'Female', 99.47330961786693, 1.6395706124788616, 0.1062206379386788, 60, 37.003799306892056, 94, 'High Risk'),
(60307, 61, 13, '47:45.9', 37.469871130093324, 99.10356576672987, 124, 89, 56, 'Female', 66.39106173087097, 1.5484022161039945, 0.063154784, 35, 27.691217164710327, 100.66666666666667, 'Low Risk'),
(60308, 92, 12, '46:45.9', 36.522606761056835, 96.44379110222751, 115, 79, 88, 'Female', 67.03852475, 1.8236186840773059, 0.079167266, 36, 20.158415026610705, 91, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(60310, 99, 16, '44:45.9', 36.45571536084885, 95.85880315566196, 116, 73, 89, 'Female', 68.14280459967803, 1.8548968347935533, 0.097573492, 43, 19.805257070416843, 87.33333333333333, 'High Risk'),
(60311, 73, 17, '43:45.9', 36.89690871266745, 97.09951374812307, 122, 78, 23, 'Female', 89.67434785, 1.8580795124246614, 0.069022959, 44, 25.974047924819125, 92.66666666666667, 'Low Risk'),
(60312, 73, 17, '42:45.9', 36.95303038784973, 99.36707172502683, 118, 87, 62, 'Male', 85.45987895447213, 1.643153507789198, 0.077477881, 31, 31.65235272830702, 97.33333333333333, 'High Risk'),
(60313, 66, 16, '41:45.9', 36.381189423363395, 96.98878002, 138, 78, 42, 'Male', 56.20223677446473, 1.5761540277861636, 0.053635479, 60, 22.62331736722829, 98, 'Low Risk'),
(60314, 66, 16, '40:45.9', 36.83946387719473, 99.05066241799324, 126, 75, 37, 'Female', 58.53273017171842, 1.7940461546060642, 0.13757765401174446, 51, 18.185764303166223, 92, 'High Risk'),
(60315, 91, 13, '39:45.9', 36.29265134362223, 97.43448130604136, 129, 77, 18, 'Female', 85.92523098317494, 1.6339372591382002, 0.1425885555700277, 52, 32.184736348710594, 94.33333333333333, 'High Risk'),
(60316, 91, 17, '38:45.9', 37.338752199939606, 95.39481868643237, 125, 71, 67, 'Female', 78.82529407291067, 1.5482611994237434, 0.10929320693120435, 54, 32.88343209879539, 89, 'High Risk'),
(60317, 60, 13, '37:45.9', 37.35088944630935, 96.89757371777704, 115, 82, 68, 'Female', 99.93482799168461, 1.6746821089662565, 0.1457267597484812, 33, 35.63297703502297, 93, 'High Risk'),
(60318, 76, 14, '36:45.9', 36.17601438, 95.86366258, 131, 77, 39, 'Male', 60.86541872923304, 1.5385761641026507, 0.091114112, 54, 25.71180787, 95, 'Low Risk'),
(60319, 99, 15, '35:45.9', 37.16916665960075, 99.10253775666672, 122, 89, 49, 'Female', 66.69475232126504, 1.8948765170431516, 0.10428467647593913, 33, 18.575043383403173, 100, 'High Risk'),
(60320, 62, 12, '34:45.9', 36.25400252331271, 96.40193535910393, 126, 77, 30, 'Female', 58.86019274327719, 1.8731605247612215, 0.081322336, 49, 16.77535371668444, 93.33333333333333, 'High Risk'),
(60321, 83, 14, '33:45.9', 36.579351074133385, 95.78386404, 128, 86, 76, 'Female', 76.59549797529566, 1.7274900243748474, 0.12373561669800524, 42, 25.66682489, 100, 'Low Risk'),
(60322, 84, 16, '32:45.9', 37.334373283173626, 96.27638768652336, 121, 72, 62, 'Male', 75.76616703119072, 1.6667134410900115, 0.14080463916145147, 49, 27.27428922276611, 88.33333333333333, 'Low Risk'),
(60323, 71, 15, '31:45.9', 37.19693716791943, 98.17883791619317, 139, 87, 44, 'Male', 80.84869698389207, 1.7644577306497315, 0.1467616450840601, 52, 25.968717812645984, 104.33333333333333, 'Low Risk'),
(60324, 63, 14, '30:45.9', 36.61940171593058, 99.02717551259829, 122, 71, 52, 'Female', 96.13323924990087, 1.9754575693027747, 0.14595582523884823, 51, 24.63418306058099, 88, 'Low Risk'),
(60325, 66, 18, '29:45.9', 37.315840346158424, 95.53117170284912, 119, 70, 37, 'Male', 58.73287873854013, 1.8008817148134084, 0.10821430667583143, 49, 18.109685610691727, 86.33333333333333, 'High Risk'),
(60326, 79, 17, '28:45.9', 36.354900529920585, 96.20539674022992, 132, 76, 23, 'Male', 75.09182371, 1.7125585135009544, 0.11814053519872877, 56, 25.603645987733742, 94.66666666666666, 'Low Risk'),
(60327, 73, 18, '27:45.9', 36.71631544829341, 99.74906706008038, 122, 85, 50, 'Male', 94.18134281740193, 1.7336399275673238, 0.14410074116267613, 37, 31.33625386042853, 97.33333333333333, 'High Risk'),
(60328, 81, 19, '26:45.9', 37.242407933279615, 98.44695159738141, 114, 76, 31, 'Male', 84.25809164349388, 1.7634573814821044, 0.11252409182109176, 38, 27.094533754878924, 88.66666666666667, 'Low Risk'),
(60329, 62, 16, '25:45.9', 36.77648266, 98.77037705563085, 132, 80, 53, 'Female', 66.66143769837512, 1.5694840798947167, 0.11655330851549156, 52, 27.062059611989653, 97.33333333333333, 'Low Risk'),
(60330, 88, 19, '24:45.9', 37.110561269545116, 98.52640235403538, 130, 88, 46, 'Female', 57.16700920422953, 1.7028459616506986, 0.12850838246028717, 42, 19.714907530357856, 102, 'Low Risk'),
(60331, 78, 16, '23:45.9', 36.55175043638829, 95.10419469444393, 133, 80, 35, 'Female', 55.363249284936764, 1.817116753975674, 0.07437242, 53, 16.767020904373293, 97.66666666666666, 'High Risk'),
(60332, 81, 13, '22:45.9', 37.32018254421574, 97.23379601740791, 112, 73, 56, 'Female', 87.87287398, 1.8973068799114359, 0.11374624572116265, 39, 24.410668200126562, 86, 'Low Risk'),
(60333, 89, 18, '21:45.9', 36.930378122153904, 98.41557526155496, 132, 85, 80, 'Female', 85.74714527, 1.8973443860335166, 0.073778651, 47, 23.819209103143404, 100.66666666666667, 'Low Risk'),
(60334, 79, 15, '20:45.9', 36.96506510377715, 98.77686163, 139, 74, 42, 'Female', 84.60656741832322, 1.746836846291261, 0.064752005, 65, 27.72677688059887, 95.66666666666666, 'Low Risk'),
(60335, 77, 17, '19:45.9', 37.42664335483317, 99.52255932, 137, 87, 51, 'Female', 85.14844227389929, 1.7657482618827496, 0.12149063804599068, 50, 27.309838533878573, 103.66666666666666, 'Low Risk'),
(60336, 81, 19, '18:45.9', 36.59978314337963, 98.54250311004088, 134, 82, 42, 'Male', 62.89960186164736, 1.9935908275105996, 0.13451588092904987, 52, 15.826170597770604, 99.33333333333333, 'High Risk'),
(60337, 70, 16, '17:45.9', 37.477356294577014, 97.77442719808617, 136, 83, 63, 'Male', 69.12433210049826, 1.7936372080186562, 0.11726548466524545, 53, 21.486305132356637, 100.66666666666666, 'Low Risk'),
(60338, 78, 16, '16:45.9', 36.025329446360466, 95.79646960464781, 124, 75, 40, 'Female', 60.67766892031924, 1.7557085178785963, 0.090113209, 49, 19.684484943259815, 91.33333333333333, 'Low Risk'),
(60339, 78, 19, '15:45.9', 37.159113088944935, 99.16529930968163, 115, 82, 45, 'Female', 85.10975433017916, 1.8867494446068327, 0.086672532, 33, 23.908419933109368, 93, 'Low Risk'),
(60340, 75, 13, '14:45.9', 37.03768240415332, 95.61653263745679, 122, 82, 23, 'Male', 95.90463274746503, 1.592895138813718, 0.1428018797494477, 40, 37.797685998071394, 95.33333333333333, 'High Risk'),
(60341, 89, 12, '13:45.9', 36.60842863611874, 98.73681269482186, 117, 75, 22, 'Male', 51.470267563496684, 1.5497840138534114, 0.13957095434669903, 42, 21.42960037623763, 89, 'Low Risk'),
(60342, 96, 15, '12:45.9', 36.33453575622595, 97.67674768009887, 139, 84, 28, 'Male', 76.49617842, 1.672623041933214, 0.09114054, 55, 27.34283795775861, 102.33333333333333, 'High Risk'),
(60343, 89, 12, '11:45.9', 36.95700128729205, 98.48990866583377, 117, 85, 28, 'Female', 86.01595501703042, 1.7012825263308753, 0.085995725, 32, 29.71844850473534, 95.66666666666667, 'Low Risk'),
(60344, 72, 14, '10:45.9', 36.52866901348087, 98.95021861140042, 128, 76, 34, 'Male', 53.37002990714135, 1.5231900017201998, 0.068437252, 52, 23.00325456272906, 93.33333333333333, 'Low Risk'),
(60345, 65, 14, '09:45.9', 37.10588440992805, 97.18954223314411, 124, 74, 58, 'Male', 86.21556164747292, 1.5771185839674418, 0.082262919, 50, 34.66226699382936, 90.66666666666666, 'High Risk'),
(60346, 68, 12, '08:45.9', 36.02887048787868, 97.98362029609389, 135, 78, 58, 'Male', 69.27013696317674, 1.9092352069349992, 0.13634259711058788, 57, 19.00321919179595, 97, 'Low Risk'),
(60347, 78, 19, '07:45.9', 36.58829240846763, 97.57642128581824, 121, 88, 48, 'Male', 74.00183525482284, 1.8778173538249254, 0.099440896, 33, 20.98629599193585, 99, 'Low Risk'),
(60348, 69, 18, '06:45.9', 36.59961160461215, 98.25296404652413, 136, 71, 20, 'Male', 84.36719165, 1.5842951602449284, 0.13627939263215194, 65, 33.61254540230127, 92.66666666666666, 'High Risk'),
(60349, 72, 17, '05:45.9', 36.175578107915406, 99.84730855257493, 133, 85, 44, 'Male', 61.43853314922734, 1.9529148017294469, 0.11999012833669521, 48, 16.109210042452975, 101, 'High Risk'),
(60350, 97, 14, '04:45.9', 36.16227518155403, 99.53777293470446, 137, 84, 46, 'Male', 77.41254796123778, 1.7061098124095582, 0.093531697, 53, 26.594841146486022, 101.66666666666666, 'High Risk'),
(60351, 98, 15, '03:45.9', 36.387886991731435, 98.53304988790018, 132, 70, 69, 'Male', 79.07997791213887, 1.5179280350398832, 0.09685416, 62, 34.32133521699078, 90.66666666666666, 'High Risk'),
(60352, 79, 19, '02:45.9', 37.24830455341248, 97.99656982547928, 139, 77, 36, 'Male', 80.17760483, 1.9196503193772956, 0.1465715332768451, 62, 21.757491740193057, 97.66666666666666, 'Low Risk'),
(60353, 84, 15, '01:45.9', 36.555949159766215, 95.02503339833004, 138, 73, 78, 'Female', 76.53872724617833, 1.707492447537624, 0.09793888, 65, 26.252076024694826, 94.66666666666666, 'Low Risk'),
(60354, 69, 15, '00:45.9', 37.31302150851923, 95.57705210481535, 112, 71, 29, 'Male', 59.50641946303579, 1.5577310034579708, 0.11308119579168438, 41, 24.523298916667084, 84.66666666666667, 'Low Risk'),
(60355, 67, 18, '59:45.9', 36.06541803729578, 97.80195294, 116, 87, 24, 'Female', 83.19487937650078, 1.671854586317119, 0.11314986998052952, 29, 29.76456875064464, 96.66666666666667, 'Low Risk'),
(60356, 68, 12, '58:45.9', 37.47429049438732, 95.46586790593904, 121, 77, 38, 'Female', 82.15084426576004, 1.915898522136145, 0.090622637, 44, 22.38035784043724, 91.66666666666667, 'Low Risk'),
(60357, 63, 18, '57:45.9', 36.379112978563256, 99.30417297273966, 114, 86, 82, 'Male', 88.97298929132319, 1.8845775061874768, 0.058046738235957754, 28, 25.051294686864715, 95.33333333333333, 'Low Risk'),
(60358, 95, 14, '56:45.9', 37.46404472565888, 97.82713201633723, 124, 88, 84, 'Female', 98.15516892931541, 1.7428645910236469, 0.14558399582695514, 36, 32.31363995, 100, 'High Risk'),
(60359, 60, 19, '55:45.9', 37.21438013605802, 96.70976130592341, 136, 85, 28, 'Female', 93.3431442, 1.949043248858277, 0.069749746, 51, 24.571941543028398, 102, 'Low Risk'),
(60360, 66, 12, '54:45.9', 36.46073571944051, 98.02771823745842, 125, 76, 40, 'Female', 77.31804922971057, 1.8020483674497512, 0.11064239863645758, 49, 23.809375330919117, 92.33333333333333, 'Low Risk'),
(60361, 84, 13, '53:45.9', 36.077869604729656, 98.52766011053785, 132, 82, 71, 'Male', 87.25265398930779, 1.9301688003404744, 0.1350189437858605, 50, 23.420063230542713, 98.66666666666666, 'Low Risk'),
(60362, 82, 12, '52:45.9', 36.78728540044331, 96.57648433, 127, 84, 67, 'Male', 61.877217908574124, 1.7884497660781224, 0.11126163844975101, 43, 19.345380960900393, 98.33333333333333, 'Low Risk'),
(60363, 98, 16, '51:45.9', 36.59477556351131, 96.19548019309207, 120, 78, 59, 'Male', 83.74355838611962, 1.532080011557682, 0.079620018, 42, 35.67701555001071, 92, 'High Risk'),
(60364, 71, 16, '50:45.9', 37.37318502, 97.76329928121909, 126, 86, 81, 'Male', 78.57984799278027, 1.880415887851487, 0.07963417, 40, 22.223034500439606, 99.33333333333333, 'Low Risk'),
(60365, 75, 19, '49:45.9', 36.42172667343391, 97.79487047882115, 134, 71, 52, 'Male', 89.57589355089317, 1.8351317092031116, 0.057330087, 63, 26.598470881152696, 92, 'Low Risk'),
(60366, 88, 19, '48:45.9', 37.38594154964623, 95.51079847456529, 112, 71, 60, 'Female', 92.68655031109957, 1.811058133430605, 0.072012792, 41, 28.258684225650736, 84.66666666666667, 'Low Risk'),
(60367, 82, 15, '47:45.9', 36.08765174065299, 99.19281355233043, 133, 75, 32, 'Female', 94.39859790685837, 1.9195996169296137, 0.143876244, 58, 25.617941797547104, 94.33333333333333, 'Low Risk'),
(60368, 66, 19, '46:45.9', 36.84797975264787, 99.20744496694306, 112, 82, 49, 'Male', 83.09429028, 1.982166889293914, 0.094755036, 30, 21.149044364958506, 92, 'Low Risk'),
(60369, 90, 19, '45:45.9', 36.79986827482603, 98.05289747764782, 123, 87, 76, 'Male', 55.32721794633752, 1.6378686115020424, 0.092389841, 36, 20.624371017360822, 99, 'Low Risk'),
(60370, 88, 12, '44:45.9', 36.329172452276026, 96.41448882621259, 112, 85, 35, 'Female', 73.82731452009932, 1.7401005352466035, 0.065697656, 27, 24.381947397521035, 94, 'Low Risk'),
(60371, 87, 13, '43:45.9', 37.181194192745906, 97.23558140063986, 133, 73, 37, 'Male', 72.99010430326427, 1.644424619681031, 0.12807932481811918, 60, 26.992060816901294, 93, 'Low Risk'),
(60372, 76, 12, '42:45.9', 36.315758995761456, 99.61635400102774, 112, 84, 57, 'Male', 68.01105501906619, 1.8359019419281724, 0.086184151, 28, 20.178112983268353, 93.33333333333333, 'Low Risk'),
(60373, 68, 18, '41:45.9', 37.26826058661659, 95.00230980885665, 111, 80, 61, 'Female', 98.97139178841671, 1.5708755957923657, 0.053456147, 31, 40.10754615743442, 90.33333333333333, 'High Risk'),
(60374, 70, 18, '40:45.9', 36.55361115238007, 97.11139619, 113, 77, 67, 'Male', 82.70499388062996, 1.822060355314648, 0.092844459, 36, 24.91186354032166, 89, 'Low Risk'),
(60375, 68, 13, '39:45.9', 36.78445951428633, 99.88799200095437, 110, 77, 78, 'Female', 53.84732922466682, 1.951649076727191, 0.062244683, 33, 14.137112259422608, 88, 'High Risk'),
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(60553, 71, 16, '41:45.9', 36.79347894530425, 98.45144449767879, 121, 75, 83, 'Female', 94.67358137511675, 1.8456237688995787, 0.13497396129001188, 46, 27.79344986, 90.33333333333333, 'Low Risk'),
(60554, 80, 16, '40:45.9', 36.95240990924579, 99.07368801566255, 117, 87, 20, 'Female', 70.20805865433195, 1.8162883271156687, 0.1222777462519044, 30, 21.282242170114728, 97, 'Low Risk'),
(60555, 87, 15, '39:45.9', 37.19331798, 98.23933588213912, 129, 76, 86, 'Male', 72.75320753330742, 1.6439150874098267, 0.078284719, 53, 26.921136034400675, 93.66666666666666, 'Low Risk'),
(60556, 78, 14, '38:45.9', 37.04816219658616, 97.22292717056527, 113, 85, 35, 'Male', 77.77902177535239, 1.6786935253362185, 0.092797526, 28, 27.600671359818964, 94.33333333333333, 'Low Risk'),
(60557, 89, 14, '37:45.9', 37.35363646024093, 99.16467123, 127, 88, 40, 'Female', 99.47079854553039, 1.6941685097949395, 0.14940720115221667, 39, 34.656315951928576, 101, 'High Risk'),
(60558, 75, 15, '36:45.9', 36.61130741361697, 99.93045125515417, 132, 81, 79, 'Female', 62.63451936130356, 1.8676373114795322, 0.081982107, 51, 17.956788434131457, 98, 'High Risk'),
(60559, 68, 17, '35:45.9', 37.122025423863015, 98.54473722795753, 110, 71, 71, 'Female', 51.973642735578494, 1.5359812412540101, 0.093516522, 39, 22.029839510800223, 84, 'Low Risk'),
(60560, 71, 14, '34:45.9', 36.83427298769294, 95.35891223876122, 127, 88, 36, 'Male', 53.701567603007724, 1.747384735378302, 0.12265708599111659, 39, 17.587733986753697, 101, 'High Risk'),
(60561, 86, 18, '33:45.9', 36.982258800842544, 98.62021763985915, 112, 72, 19, 'Male', 60.55968031154483, 1.8072127121022006, 0.076093918, 40, 18.54236083973717, 85.33333333333333, 'Low Risk'),
(60562, 94, 13, '32:45.9', 36.81755697519128, 98.90743482310266, 112, 72, 18, 'Male', 59.28879245823644, 1.7378152820610788, 0.1268790790017748, 40, 19.632037776868213, 85.33333333333333, 'High Risk'),
(60563, 74, 12, '31:45.9', 36.78298584737896, 99.58864323, 133, 75, 70, 'Female', 62.578227384804876, 1.801662717022282, 0.095159817, 58, 19.278634690097995, 94.33333333333333, 'Low Risk'),
(60564, 90, 14, '30:45.9', 37.16350127, 97.87160244479527, 122, 82, 37, 'Female', 96.19766551728524, 1.8132117382931445, 0.089022839, 40, 29.259539658588746, 95.33333333333333, 'Low Risk'),
(60565, 97, 18, '29:45.9', 36.55419222090357, 98.46488799997819, 120, 81, 86, 'Male', 89.39457737427261, 1.7279038425969189, 0.066076074, 39, 29.94139527253207, 94, 'High Risk'),
(60566, 75, 13, '28:45.9', 36.76496558487038, 99.21667058892828, 136, 86, 86, 'Male', 67.91343500488149, 1.9629272398919795, 0.091951323, 50, 17.625737325554965, 102.66666666666666, 'High Risk'),
(60567, 76, 14, '27:45.9', 36.44901270218314, 99.08985064713683, 134, 79, 52, 'Male', 93.62484268865884, 1.666285201040607, 0.13135194272792405, 55, 33.720377399300006, 97.33333333333333, 'High Risk'),
(60568, 83, 15, '26:45.9', 37.21395848452842, 95.28255970062085, 117, 82, 81, 'Female', 57.24399042244514, 1.8918369711081848, 0.079640049, 35, 15.994198572732664, 93.66666666666667, 'High Risk'),
(60569, 60, 17, '25:45.9', 36.24885260849753, 97.05411498499795, 115, 82, 48, 'Female', 87.91949244173067, 1.844886406, 0.087525328, 33, 25.831279023886605, 93, 'Low Risk'),
(60570, 66, 15, '24:45.9', 37.387546885405044, 99.12768298185154, 131, 81, 24, 'Female', 70.61560015168864, 1.5436780890875685, 0.12161053283152501, 50, 29.633788352996042, 97.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(60571, 72, 12, '23:45.9', 37.400428961685215, 96.99281586946312, 117, 85, 23, 'Female', 85.78178671519257, 1.7201973987499797, 0.13291348615332949, 32, 28.989352459612682, 95.66666666666667, 'Low Risk'),
(60572, 85, 17, '22:45.9', 37.29463361014864, 96.85966268919005, 135, 80, 86, 'Female', 64.08814596275589, 1.6211625863817847, 0.066403027, 55, 24.385101240294894, 98.33333333333333, 'Low Risk'),
(60573, 89, 16, '21:45.9', 36.789038352599434, 99.55569328, 120, 71, 48, 'Male', 95.77288917597915, 1.8965954591217655, 0.081481158, 49, 26.625218230591386, 87.33333333333333, 'Low Risk'),
(60574, 70, 12, '20:45.9', 36.20536646740798, 98.30228527945974, 128, 82, 76, 'Female', 94.32691279711744, 1.5732151285142209, 0.095134424, 46, 38.11179402097221, 97.33333333333333, 'High Risk'),
(60575, 85, 19, '19:45.9', 36.54351442517933, 99.14818160635228, 131, 86, 50, 'Male', 63.84951253, 1.5963185281770147, 0.12680682172921653, 45, 25.05638866511651, 101, 'Low Risk'),
(60576, 79, 13, '18:45.9', 37.21004492296946, 99.90901490917179, 119, 87, 18, 'Female', 76.91675981475113, 1.6528702339054924, 0.10172279961538731, 32, 28.154217647832876, 97.66666666666667, 'Low Risk'),
(60577, 76, 19, '17:45.9', 36.146088639842596, 99.94123835480917, 115, 81, 48, 'Female', 57.58338322, 1.9536283418497082, 0.071518289, 34, 15.087361049917016, 92.33333333333333, 'High Risk'),
(60578, 90, 14, '16:45.9', 36.34849164427967, 99.00925137, 135, 71, 85, 'Male', 96.98032991311243, 1.6342795940894688, 0.064988054, 64, 36.31039229843453, 92.33333333333333, 'High Risk'),
(60579, 61, 15, '15:45.9', 36.630528573261884, 99.02009429816283, 114, 79, 20, 'Male', 57.50118126021859, 1.9255677177559296, 0.071979605, 35, 15.50812075025949, 90.66666666666667, 'High Risk'),
(60580, 60, 18, '14:45.9', 36.70740189803877, 98.73481663842632, 136, 71, 65, 'Female', 54.40811045918881, 1.9490043816023657, 0.078720754, 65, 14.323132602547823, 92.66666666666666, 'High Risk'),
(60581, 88, 16, '13:45.9', 37.45094478997209, 97.85638729209106, 111, 83, 69, 'Female', 50.58895966894598, 1.819010849505574, 0.053250188, 28, 15.289214359753194, 92.33333333333333, 'High Risk'),
(60582, 73, 13, '12:45.9', 36.703439175123464, 99.53035038093014, 125, 82, 68, 'Female', 79.80361437, 1.7173828879033273, 0.062235141855391224, 43, 27.057539356300953, 96.33333333333333, 'Low Risk'),
(60583, 90, 13, '11:45.9', 37.249909106470795, 96.65975805549978, 138, 77, 34, 'Female', 96.09550553152752, 1.9483609093905003, 0.097622055, 61, 25.314203125625454, 97.33333333333333, 'Low Risk'),
(60584, 71, 14, '10:45.9', 37.276892955972315, 98.34178668724539, 118, 72, 46, 'Male', 70.46627061623117, 1.7562534228549918, 0.051714483, 46, 22.845828905512175, 87.33333333333333, 'Low Risk'),
(60585, 66, 12, '09:45.9', 36.61865404925604, 97.06160219655824, 126, 79, 65, 'Female', 70.04343798946526, 1.8215720478932182, 0.055301027072820357, 47, 21.109344518509232, 94.66666666666667, 'Low Risk'),
(60586, 94, 17, '08:45.9', 36.21901805, 95.95802942252817, 120, 82, 23, 'Male', 62.378884190548284, 1.5255269846242836, 0.059026469, 38, 26.80388917924709, 94.66666666666667, 'High Risk'),
(60587, 75, 14, '07:45.9', 36.42714444691989, 96.28125904774636, 129, 77, 63, 'Female', 57.73502295564714, 1.8534052971952675, 0.11270950373351528, 52, 16.80732286873217, 94.33333333333333, 'High Risk'),
(60588, 74, 12, '06:45.9', 36.38236729402158, 96.00097111, 125, 70, 78, 'Male', 89.67330028069031, 1.9528316690019865, 0.11716598285736814, 55, 23.514380134909413, 88.33333333333333, 'Low Risk'),
(60589, 84, 18, '05:45.9', 36.064296129894494, 96.03048735464043, 112, 74, 36, 'Female', 56.895923987419756, 1.8744857577143779, 0.092548232, 38, 16.19261032502096, 86.66666666666667, 'High Risk'),
(60590, 83, 17, '04:45.9', 37.055627556872274, 98.31311566, 120, 78, 20, 'Female', 86.50090493902823, 1.7192540416782613, 0.093569386, 42, 29.264461902271044, 92, 'Low Risk'),
(60591, 90, 13, '03:45.9', 36.63427286100914, 99.48800419837984, 114, 86, 38, 'Male', 53.90430511095261, 1.7421423499313506, 0.1395854663849446, 28, 17.760540381249182, 95.33333333333333, 'High Risk'),
(60592, 90, 15, '02:45.9', 36.23635759913467, 97.73365811, 121, 76, 44, 'Female', 71.73348153517705, 1.804077853, 0.076833377, 45, 22.039988275402166, 91, 'Low Risk'),
(60593, 99, 13, '01:45.9', 37.03514563229859, 96.68811489693034, 131, 88, 41, 'Female', 92.27878574, 1.6683146351748346, 0.1493318833419044, 43, 33.15476484239733, 102.33333333333333, 'High Risk'),
(60594, 63, 19, '00:45.9', 36.81736747606869, 98.44635269799309, 112, 70, 40, 'Female', 99.16725952039127, 1.5151381710746938, 0.1330170393706741, 42, 43.198019141477246, 84, 'High Risk'),
(60595, 86, 16, '59:45.9', 36.884677995285564, 95.47264319071526, 124, 78, 88, 'Female', 95.388323, 1.8880354556243044, 0.085833697, 46, 26.759310704543832, 93.33333333333333, 'Low Risk'),
(60596, 81, 12, '58:45.9', 36.388051029823956, 96.90398548981948, 121, 75, 74, 'Male', 50.13636124445317, 1.6851176189219461, 0.067876628, 46, 17.656002109314624, 90.33333333333333, 'High Risk'),
(60597, 86, 14, '57:45.9', 36.88750718062147, 99.28506331524403, 129, 73, 47, 'Male', 63.92932997502719, 1.6325191943681334, 0.13405419325835005, 56, 23.98742115999005, 91.66666666666666, 'Low Risk'),
(60598, 77, 15, '56:45.9', 36.72027013234833, 98.46075153227486, 117, 86, 65, 'Male', 50.27467613110103, 1.6951043832291068, 0.084391013, 31, 17.496709763984896, 96.33333333333333, 'High Risk'),
(60599, 92, 17, '55:45.9', 36.69646034065877, 97.93165869684827, 115, 72, 18, 'Male', 74.03693362657256, 1.6691415539849466, 0.056060889278893605, 43, 26.57431538519091, 86.33333333333333, 'High Risk'),
(60600, 79, 19, '54:45.9', 37.226814569407644, 97.53567223309071, 115, 87, 81, 'Female', 64.12640346278756, 1.6088350174534245, 0.086768236, 28, 24.77501136001265, 96.33333333333333, 'Low Risk'),
(60601, 68, 15, '53:45.9', 37.107410088085544, 98.46013733667603, 134, 79, 67, 'Male', 81.83818562861605, 1.8876735134394285, 0.11751977445615656, 55, 22.966891997776948, 97.33333333333333, 'Low Risk'),
(60602, 68, 13, '52:45.9', 36.27736675687923, 97.03133569153381, 127, 78, 64, 'Female', 91.6438211, 1.5023765513090206, 0.11881383903282038, 49, 40.601828794981415, 94.33333333333333, 'High Risk'),
(60603, 69, 12, '51:45.9', 36.163939427769705, 98.12953180162827, 125, 78, 65, 'Male', 87.57395099136654, 1.6025847375452165, 0.052005326144829715, 47, 34.098316620147834, 93.66666666666667, 'High Risk'),
(60604, 84, 13, '50:45.9', 36.51554339445287, 99.24110847850122, 124, 88, 85, 'Male', 70.17967815468441, 1.9685416484128433, 0.084547853, 36, 18.110154569940935, 100, 'High Risk'),
(60605, 84, 12, '49:45.9', 37.286760014245395, 97.42735153422049, 112, 82, 79, 'Male', 53.32379786, 1.5154921692218413, 0.053542212, 30, 23.217405157368248, 92, 'Low Risk'),
(60606, 91, 17, '48:45.9', 36.93567920747844, 96.17019869, 122, 74, 55, 'Male', 78.67331622286504, 1.6064259993373249, 0.073229557, 48, 30.486390489773278, 90, 'High Risk'),
(60607, 74, 18, '47:45.9', 36.46656531415548, 96.82825550878222, 119, 77, 77, 'Male', 85.61387740043548, 1.8316109563614313, 0.11041615649951017, 42, 25.519825531175055, 91, 'Low Risk'),
(60608, 77, 15, '46:45.9', 36.47963732085914, 98.40431807, 117, 73, 22, 'Female', 59.24009822767234, 1.9678781155002758, 0.058745779, 44, 15.29746181919776, 87.66666666666667, 'High Risk'),
(60609, 73, 15, '45:45.9', 36.765971855632934, 96.34303215629484, 111, 82, 51, 'Female', 53.43198659045381, 1.7447501992506542, 0.098095325, 29, 17.55233132688226, 91.66666666666667, 'High Risk'),
(60610, 65, 15, '44:45.9', 36.64056357776185, 96.67061848387853, 117, 75, 65, 'Male', 54.79753354572964, 1.9501035566603178, 0.111869162, 42, 14.409392204055626, 89, 'High Risk'),
(60611, 71, 17, '43:45.9', 37.42437086612568, 98.73750725, 137, 84, 73, 'Female', 63.95604139103641, 1.638087994742128, 0.10503240344245056, 53, 23.834558956057577, 101.66666666666666, 'Low Risk'),
(60612, 76, 13, '42:45.9', 36.016264166774825, 99.45157984280067, 114, 87, 80, 'Female', 66.37515349171235, 1.7898892363341308, 0.077223312, 27, 20.718257460582983, 96, 'Low Risk'),
(60613, 76, 15, '41:45.9', 36.85536388953847, 95.81963800684825, 110, 75, 67, 'Female', 65.96718976, 1.7071757528713354, 0.1244677930335223, 35, 22.634531811671135, 86.66666666666667, 'Low Risk'),
(60614, 68, 12, '40:45.9', 36.03828017939355, 98.06976424, 137, 76, 74, 'Female', 87.86261870863683, 1.8650256807359158, 0.13746948032976375, 61, 25.26006772180896, 96.33333333333333, 'Low Risk'),
(60615, 81, 17, '39:45.9', 37.24656321651915, 95.44049006, 134, 71, 56, 'Male', 55.340311061963966, 1.8875069031621938, 0.10488299500161843, 63, 15.533327491657442, 92, 'High Risk'),
(60616, 95, 14, '38:45.9', 36.33114351812236, 98.97670192007308, 111, 88, 46, 'Female', 86.39354548738672, 1.665671379224418, 0.13703064551536612, 23, 31.138855805456604, 95.66666666666667, 'High Risk'),
(60617, 62, 14, '37:45.9', 36.66011223897482, 99.98386712083152, 127, 70, 79, 'Male', 58.97383094790699, 1.5438699128270883, 0.10104903826129558, 57, 24.74217835110769, 89, 'Low Risk'),
(60618, 61, 16, '36:45.9', 36.72764379, 95.7575934, 129, 81, 65, 'Female', 66.87736700847601, 1.5990792666739564, 0.14716578961374066, 48, 26.154063974598927, 97, 'Low Risk'),
(60619, 67, 16, '35:45.9', 36.587466472120475, 97.51603234203318, 122, 86, 48, 'Male', 66.37771756407733, 1.7314522344278642, 0.10260118207695129, 36, 22.14120660854656, 98, 'Low Risk'),
(60620, 95, 15, '34:45.9', 36.602531146894115, 95.02386786, 123, 72, 54, 'Female', 61.01769816682424, 1.5359884951109488, 0.1484480624083777, 51, 25.863059252420964, 89, 'High Risk'),
(60621, 89, 15, '33:45.9', 37.08867276832859, 99.71398430045733, 133, 80, 57, 'Female', 73.16234086692364, 1.6799897459346969, 0.10656700106942106, 53, 25.922347641700323, 97.66666666666666, 'Low Risk'),
(60622, 77, 12, '32:45.9', 36.33165788473636, 96.12287023365664, 110, 74, 54, 'Female', 75.23741196337517, 1.9370520628125425, 0.090212488, 36, 20.051702893676044, 86, 'Low Risk'),
(60623, 80, 19, '31:45.9', 36.16348033712652, 95.30121111348033, 113, 81, 57, 'Female', 50.184067736753285, 1.875788403156983, 0.072842764, 32, 14.262582436295322, 91.66666666666667, 'High Risk'),
(60624, 75, 14, '30:45.9', 36.383394044010615, 96.01532078993273, 114, 85, 75, 'Male', 51.63301812, 1.7213289440557906, 0.078296311, 29, 17.426082621967463, 94.66666666666667, 'High Risk'),
(60625, 93, 13, '29:45.9', 36.51790074075248, 97.64176929247516, 113, 87, 55, 'Male', 99.29593790865067, 1.6281525703838502, 0.13165507649682986, 26, 37.457715258848545, 95.66666666666667, 'High Risk'),
(60626, 97, 16, '28:45.9', 37.458886980331734, 96.16054662850966, 116, 82, 56, 'Female', 72.73447072, 1.9363555118395726, 0.11555750334883279, 34, 19.398586722601458, 93.33333333333333, 'High Risk'),
(60627, 60, 14, '27:45.9', 37.19209976712042, 96.98076295811818, 118, 85, 37, 'Female', 61.49329731723165, 1.6712838048507885, 0.10201924550460861, 33, 22.01544008257151, 96, 'Low Risk'),
(60628, 78, 15, '26:45.9', 37.40232926, 95.46098095245773, 139, 87, 80, 'Male', 93.67310011022838, 1.6142179806360197, 0.10021942696891414, 52, 35.94930778299608, 104.33333333333333, 'High Risk'),
(60629, 81, 12, '25:45.9', 36.735604540241766, 97.30111819118056, 126, 80, 61, 'Male', 57.62096555918395, 1.7704470309339735, 0.063921611, 46, 18.382926712306382, 95.33333333333333, 'High Risk'),
(60630, 78, 18, '24:45.9', 36.79649836436184, 95.70115672646139, 113, 78, 81, 'Male', 61.05882801358122, 1.6046129174841814, 0.07000439, 35, 23.714168201574033, 89.66666666666667, 'Low Risk'),
(60631, 76, 19, '23:45.9', 36.82948681293144, 99.23194885854774, 111, 86, 88, 'Female', 52.04225794256955, 1.7519033050826827, 0.099275448, 25, 16.95648644329618, 94.33333333333333, 'High Risk'),
(60632, 78, 17, '22:45.9', 37.123331779895395, 95.72870841031715, 134, 88, 40, 'Male', 80.24686030246413, 1.5517454814496072, 0.14478889011406704, 46, 33.32629778143965, 103.33333333333333, 'High Risk'),
(60633, 66, 12, '21:45.9', 36.65396109203637, 97.68653586176035, 132, 71, 68, 'Female', 74.08238644977544, 1.5511607159901877, 0.14497943273522762, 61, 30.78941016033729, 91.33333333333333, 'High Risk'),
(60634, 67, 12, '20:45.9', 37.40045915985617, 96.45121776, 138, 79, 89, 'Male', 56.05530469648285, 1.5374691834935386, 0.078900112, 59, 23.713948819126408, 98.66666666666666, 'Low Risk'),
(60635, 95, 15, '19:45.9', 37.111903469758154, 98.76364193, 123, 80, 82, 'Female', 56.23624397562027, 1.530849148240189, 0.075092989, 43, 23.996699475431246, 94.33333333333333, 'High Risk'),
(60636, 86, 12, '18:45.9', 36.383461070054594, 99.42921206488687, 134, 80, 82, 'Male', 81.96974127958892, 1.9886067896809867, 0.05733683, 54, 20.72792022633961, 98, 'Low Risk'),
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(60815, 93, 17, '19:45.9', 37.41689856336927, 96.61890059635323, 126, 71, 38, 'Female', 89.29013992, 1.8276632132602975, 0.088255229, 55, 26.730751122736045, 89.33333333333333, 'High Risk'),
(60816, 98, 16, '18:45.9', 36.26792143037025, 99.48213928770079, 113, 71, 45, 'Female', 85.6650905, 1.5474552185336643, 0.084514832, 42, 35.77401611, 85, 'High Risk'),
(60817, 92, 17, '17:45.9', 36.014087612499324, 97.95354988, 138, 70, 63, 'Female', 99.63151767, 1.9097233702173908, 0.091779739, 68, 27.318435260277308, 92.66666666666666, 'High Risk'),
(60818, 89, 18, '16:45.9', 37.05862357319083, 97.09892434006812, 133, 80, 33, 'Male', 89.35647323915813, 1.7423021495256357, 0.12624378967477667, 53, 29.43601900634009, 97.66666666666666, 'Low Risk'),
(60819, 90, 13, '15:45.9', 37.160019107499544, 95.59020957900981, 117, 84, 51, 'Female', 52.03055914058623, 1.723359675786671, 0.1467654407103492, 33, 17.518892162321464, 95, 'High Risk'),
(60820, 65, 18, '14:45.9', 37.47061481193274, 97.54752666932279, 130, 73, 67, 'Male', 83.61933323895798, 1.5795594188484896, 0.10409778510380069, 57, 33.514655927970395, 92, 'High Risk'),
(60821, 70, 12, '13:45.9', 37.384790670052624, 98.17537394470958, 122, 80, 54, 'Male', 61.229742979499484, 1.6145235003074432, 0.13894447583890351, 42, 23.489495802079556, 94, 'Low Risk'),
(60822, 76, 14, '12:45.9', 37.17512714516659, 97.44224921047673, 117, 86, 27, 'Male', 54.928741130679335, 1.6568793198149256, 0.088097214, 31, 20.00865477826449, 96.33333333333333, 'Low Risk'),
(60823, 89, 13, '11:45.9', 36.24612156715979, 98.67046556228463, 131, 81, 52, 'Male', 73.65620471097587, 1.6937344584336673, 0.12162269196323172, 50, 25.675487057033454, 97.66666666666666, 'Low Risk'),
(60824, 98, 15, '10:45.9', 36.45559993769027, 98.73773178763811, 135, 76, 74, 'Female', 96.92505446825164, 1.8682063426909057, 0.067203454, 59, 27.770670740705903, 95.66666666666666, 'High Risk'),
(60825, 90, 16, '09:45.9', 36.05582370441912, 95.15867963487331, 139, 86, 88, 'Male', 57.44304998814623, 1.7841483001600227, 0.10344735452387524, 53, 18.045777155776587, 103.66666666666666, 'High Risk'),
(60826, 73, 16, '08:45.9', 36.092491538552714, 98.60813546493652, 113, 78, 69, 'Female', 60.575651809465555, 1.6940502254468874, 0.13397018867756866, 35, 21.107924472401308, 89.66666666666667, 'Low Risk'),
(60827, 66, 18, '07:45.9', 36.78519702164319, 99.05223912, 111, 79, 21, 'Female', 92.55735755435032, 1.8505358778942758, 0.13911024912782233, 32, 27.028125588084123, 89.66666666666667, 'Low Risk'),
(60828, 97, 14, '06:45.9', 36.692552677201505, 95.30670324444695, 118, 70, 23, 'Female', 61.585760989483425, 1.6618684077034473, 0.056344737, 48, 22.29908527578626, 86, 'High Risk'),
(60829, 60, 14, '05:45.9', 37.06423570046544, 95.32031911650313, 139, 79, 72, 'Male', 86.01390552375668, 1.6918463562554094, 0.084766774, 60, 30.050162637279662, 99, 'High Risk'),
(60830, 82, 16, '04:45.9', 36.96281418121169, 97.22765167489378, 122, 79, 71, 'Male', 85.29440558256908, 1.9029849307963922, 0.12849585434264355, 43, 23.55319612693254, 93.33333333333333, 'Low Risk'),
(60831, 95, 12, '03:45.9', 37.47887102, 97.60987765, 117, 81, 47, 'Male', 91.88912853, 1.8554514018357997, 0.1483015939434777, 36, 26.691007371599756, 93, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(60832, 65, 16, '02:45.9', 37.01520105006912, 97.02151474299806, 131, 76, 68, 'Male', 73.55791817387136, 1.5846185026867212, 0.1475679300060081, 55, 29.294088154081933, 94.33333333333333, 'Low Risk'),
(60833, 67, 13, '01:45.9', 36.246121400455316, 96.37420456, 128, 79, 45, 'Female', 60.04714873472903, 1.9928814834663677, 0.13475375619942154, 49, 15.119222080906296, 95.33333333333333, 'High Risk'),
(60834, 66, 18, '00:45.9', 36.79024144483122, 99.35901935, 126, 83, 77, 'Male', 93.62787323985653, 1.5583040948032356, 0.061387727605724376, 43, 38.55677798496304, 97.33333333333333, 'High Risk'),
(60835, 89, 16, '59:45.9', 37.20148132400502, 99.03639924201363, 138, 88, 37, 'Male', 66.56584412645377, 1.8645585582743198, 0.13234648105252028, 50, 19.14694055715444, 104.66666666666666, 'Low Risk'),
(60836, 90, 13, '58:45.9', 36.20348965765316, 98.31428459195246, 122, 78, 64, 'Male', 87.29425614293336, 1.9783757103335997, 0.091011143, 44, 22.303248639836433, 92.66666666666667, 'Low Risk'),
(60837, 74, 19, '57:45.9', 36.07467322743363, 97.15625431617394, 136, 82, 86, 'Male', 57.28724125288194, 1.8191675605089181, 0.057395387243935884, 54, 17.310615204064447, 100, 'High Risk'),
(60838, 62, 16, '56:45.9', 36.991183843674605, 98.12054440289265, 126, 79, 52, 'Female', 55.07916337012724, 1.684217543543459, 0.095157824, 47, 19.417394813119238, 94.66666666666667, 'Low Risk'),
(60839, 76, 16, '55:45.9', 36.35752101077929, 98.45314350776606, 137, 89, 46, 'Male', 67.27077090872973, 1.9553007336501662, 0.085808782, 48, 17.595405428570132, 105, 'High Risk'),
(60840, 61, 16, '54:45.9', 36.46358815201657, 99.35235785810531, 136, 78, 21, 'Female', 50.46180777091151, 1.9371868126560985, 0.14923922415029417, 58, 13.446826364754072, 97.33333333333333, 'High Risk'),
(60841, 63, 12, '53:45.9', 36.48198680880903, 99.72626352, 138, 80, 57, 'Male', 57.53125080699109, 1.6162075482634197, 0.1497594185553775, 58, 22.02467734209025, 99.33333333333333, 'Low Risk'),
(60842, 64, 19, '52:45.9', 36.40811052434726, 99.07690167862573, 138, 76, 64, 'Male', 71.49517285268529, 1.5520286435488804, 0.1379805220564415, 62, 29.68091301834925, 96.66666666666666, 'Low Risk'),
(60843, 66, 13, '51:45.9', 36.004806785063614, 95.82824332684223, 118, 88, 49, 'Male', 50.62916008448668, 1.9811922721976158, 0.10946144868467939, 30, 12.898745444104428, 98, 'High Risk'),
(60844, 78, 14, '50:45.9', 36.837653513019596, 95.08849159677924, 138, 86, 57, 'Female', 65.20660443188112, 1.8707007458989426, 0.14271340252056516, 52, 18.633006974802615, 103.33333333333333, 'Low Risk'),
(60845, 87, 17, '49:45.9', 36.57039647682309, 99.11953175936006, 132, 76, 62, 'Female', 59.85283092300986, 1.6874533402692626, 0.083753475, 56, 21.019440442321084, 94.66666666666666, 'Low Risk'),
(60846, 65, 14, '48:45.9', 36.18059385, 95.06855091671027, 112, 76, 24, 'Male', 78.40781511980047, 1.9513965643512738, 0.093611291, 36, 20.59056577635668, 88, 'Low Risk'),
(60847, 95, 15, '47:45.9', 36.13187473420503, 99.51734604294047, 118, 86, 82, 'Female', 84.80442158823023, 1.791745514113619, 0.069893068, 32, 26.415926329103492, 96.66666666666667, 'High Risk'),
(60848, 65, 17, '46:45.9', 37.153295984586215, 97.64922726409655, 138, 89, 49, 'Male', 82.34939722607217, 1.7055789008420768, 0.11652116881687848, 49, 28.308495902112828, 105.33333333333333, 'Low Risk'),
(60849, 83, 16, '45:45.9', 36.80659778244363, 97.39177393427018, 130, 71, 56, 'Female', 91.39658619942023, 1.7658951964069554, 0.088418101, 59, 29.308940827498336, 90.66666666666666, 'Low Risk'),
(60850, 61, 15, '44:45.9', 36.513017922910755, 96.51707981619266, 129, 87, 85, 'Female', 53.80679538311546, 1.5621188933694938, 0.09106494, 42, 22.050018439675927, 101, 'Low Risk'),
(60851, 70, 19, '43:45.9', 36.37782798405745, 98.66761025185292, 136, 89, 40, 'Female', 78.00269290962007, 1.757502575, 0.099218365, 47, 25.25327199301852, 104.66666666666667, 'Low Risk'),
(60852, 92, 12, '42:45.9', 36.387431051047976, 99.86737192, 118, 76, 55, 'Female', 87.45483426693649, 1.8877908214778887, 0.11543944397922178, 42, 24.540086019101853, 90, 'High Risk'),
(60853, 78, 18, '41:45.9', 37.15940527823097, 98.01662291, 138, 71, 72, 'Male', 65.63204635054205, 1.9452315634283563, 0.057449616, 67, 17.344961081758044, 93.33333333333333, 'High Risk'),
(60854, 83, 12, '40:45.9', 37.34548555386593, 96.29485211316526, 130, 83, 59, 'Male', 54.060694928775405, 1.8588854329496516, 0.13618284031562078, 47, 15.645029121262107, 98.66666666666667, 'High Risk'),
(60855, 60, 12, '39:45.9', 36.55880604685018, 96.44194442233814, 113, 72, 54, 'Male', 88.84950726338505, 1.7143649611965888, 0.090576487, 41, 30.23071785079602, 85.66666666666667, 'High Risk'),
(60856, 70, 18, '38:45.9', 36.29046027563251, 99.09298627, 129, 77, 22, 'Male', 96.68012990913806, 1.5504521926593116, 0.089115307, 52, 40.21799966882176, 94.33333333333333, 'High Risk'),
(60857, 67, 19, '37:45.9', 37.228813814507554, 99.79906364539244, 138, 80, 56, 'Male', 96.19348054716495, 1.5477491517264594, 0.12441711172295421, 58, 40.15544930718206, 99.33333333333333, 'High Risk'),
(60858, 98, 18, '36:45.9', 36.94757357242584, 97.35470166188172, 138, 72, 67, 'Female', 79.90419424932591, 1.6820912469430025, 0.1300302898967861, 66, 28.24037599539492, 94, 'High Risk'),
(60859, 69, 13, '35:45.9', 36.77073951864375, 99.65078416, 131, 71, 20, 'Male', 82.61409427586412, 1.5108643853686126, 0.057917788, 60, 36.19121621801298, 91, 'High Risk'),
(60860, 88, 16, '34:45.9', 37.10087757233665, 99.01590959595049, 131, 81, 42, 'Male', 64.08457913120232, 1.579303866188869, 0.060681450953735894, 50, 25.693433205276854, 97.66666666666666, 'Low Risk'),
(60861, 86, 15, '33:45.9', 36.68488797998753, 95.02133478503347, 122, 75, 56, 'Female', 70.67947611974535, 1.916197171941021, 0.1370768836037341, 47, 19.249210957873622, 90.66666666666667, 'Low Risk'),
(60862, 75, 13, '32:45.9', 36.975291569686924, 96.68573741211446, 126, 84, 66, 'Female', 73.02078207891756, 1.8182151679392238, 0.052440539666471844, 42, 22.087976279925662, 98, 'Low Risk'),
(60863, 73, 18, '31:45.9', 37.33891324934781, 97.17447173889782, 112, 79, 31, 'Male', 73.28383652244943, 1.7715051602542546, 0.11818617258454946, 33, 23.351960844281862, 90, 'Low Risk'),
(60864, 75, 19, '30:45.9', 37.102248082725836, 98.35679219, 129, 86, 60, 'Male', 99.52206787, 1.840708025062911, 0.094306537, 43, 29.37308619, 100.33333333333333, 'Low Risk'),
(60865, 75, 12, '29:45.9', 37.31809699277339, 99.02229726159212, 115, 71, 23, 'Male', 58.25502947667024, 1.5767823053188108, 0.11471538824890061, 44, 23.4309529, 85.66666666666667, 'Low Risk'),
(60866, 76, 17, '28:45.9', 36.59970619, 95.98060752744907, 111, 81, 72, 'Female', 84.74595444727271, 1.6655465709073223, 0.11788092966963493, 30, 30.54959196504378, 91, 'High Risk'),
(60867, 83, 18, '27:45.9', 37.04320873479484, 96.21101946599207, 137, 85, 78, 'Male', 74.14016701546151, 1.7125997281678083, 0.13243411815376166, 52, 25.27794814043565, 102.33333333333333, 'Low Risk'),
(60868, 85, 16, '26:45.9', 36.32583956663292, 97.64088850393712, 131, 88, 77, 'Female', 71.45393862671693, 1.6474655813902017, 0.11793227918317789, 43, 26.326521038077942, 102.33333333333333, 'Low Risk'),
(60869, 81, 13, '25:45.9', 36.935673302450105, 98.9273789, 124, 83, 78, 'Female', 97.71118786566892, 1.826770691560949, 0.073383582, 41, 29.28034722280713, 96.66666666666667, 'Low Risk'),
(60870, 84, 18, '24:45.9', 37.05755047240847, 99.34815505181534, 137, 81, 19, 'Male', 56.63498026351053, 1.676032337620591, 0.078129485, 56, 20.161366575185895, 99.66666666666666, 'Low Risk'),
(60871, 78, 16, '23:45.9', 36.531578816083936, 97.97428774887966, 129, 84, 43, 'Male', 51.363072620360455, 1.6900342906327441, 0.054531778, 45, 17.98290968030782, 99, 'High Risk'),
(60872, 77, 15, '22:45.9', 37.44700290022229, 95.27388483854907, 126, 74, 87, 'Male', 86.09051659030067, 1.959282201528679, 0.052689256853918724, 52, 22.426491051460673, 91.33333333333333, 'Low Risk'),
(60873, 89, 16, '21:45.9', 37.130713927872655, 97.67720449835622, 125, 78, 43, 'Male', 96.2515026, 1.7864583193677106, 0.11100908, 47, 30.15933367202866, 93.66666666666667, 'High Risk'),
(60874, 74, 12, '20:45.9', 36.51498486364612, 95.1591382, 113, 82, 46, 'Male', 62.803908532442705, 1.5913106239874288, 0.090092154, 31, 24.801431475781452, 92.33333333333333, 'Low Risk'),
(60875, 94, 13, '19:45.9', 36.2984889, 96.94965451606238, 117, 72, 65, 'Female', 82.38797537306067, 1.9850668057819432, 0.08101288, 45, 20.908052222398616, 87, 'High Risk'),
(60876, 82, 12, '18:45.9', 36.07884477, 97.78252891976997, 127, 84, 49, 'Male', 73.77947668, 1.6446489221004303, 0.060549548, 43, 27.276532542258654, 98.33333333333333, 'Low Risk'),
(60877, 99, 14, '17:45.9', 36.05357415667001, 99.04549011687662, 127, 71, 75, 'Male', 86.83833670970712, 1.609126873978422, 0.090614658, 56, 33.53751812, 89.66666666666666, 'High Risk'),
(60878, 95, 13, '16:45.9', 36.76331185043415, 99.46167870569275, 111, 84, 42, 'Male', 68.28184057538365, 1.6467538202482128, 0.1490628353854359, 27, 25.179543954559705, 93, 'High Risk'),
(60879, 87, 15, '15:45.9', 36.77559560741196, 96.09500466, 133, 73, 43, 'Male', 69.26530532532058, 1.786609975120209, 0.053314974, 60, 21.69982563019353, 93, 'Low Risk'),
(60880, 94, 12, '14:45.9', 36.72929541001042, 98.77089695, 123, 78, 55, 'Female', 95.29741858018369, 1.9449315361453074, 0.1268368340658867, 45, 25.19257152, 93, 'High Risk'),
(60881, 98, 15, '13:45.9', 36.30917318878494, 98.76830717683323, 136, 74, 83, 'Female', 80.58176717881179, 1.5749289382813463, 0.10948159594197342, 62, 32.48739295, 94.66666666666666, 'High Risk'),
(60882, 71, 12, '12:45.9', 36.34212619097902, 95.21342138286406, 112, 83, 47, 'Male', 81.20458775, 1.8329195905108573, 0.068159111, 29, 24.17095110582971, 92.66666666666667, 'Low Risk'),
(60883, 66, 17, '11:45.9', 36.30221801663269, 97.96692064998597, 136, 82, 25, 'Male', 93.07338647506037, 1.8076265066029995, 0.13852676300806083, 54, 28.484468078330874, 100, 'Low Risk'),
(60884, 95, 19, '10:45.9', 36.392528696159836, 97.79584963846065, 134, 74, 71, 'Male', 71.72496422143661, 1.7572622185559865, 0.13170508892471028, 60, 23.22721804200364, 94, 'High Risk'),
(60885, 93, 15, '09:45.9', 36.27257182428397, 98.91989365604599, 139, 85, 68, 'Female', 98.08296925564522, 1.9865465254360826, 0.10289282833801688, 54, 24.85399022109685, 103, 'High Risk'),
(60886, 67, 16, '08:45.9', 36.12426936463367, 95.37264831506764, 124, 83, 19, 'Female', 99.8044954, 1.711602644455472, 0.13051038232504597, 41, 34.06780915090572, 96.66666666666667, 'High Risk'),
(60887, 86, 19, '07:45.9', 37.229083503021776, 98.71596996344134, 124, 76, 52, 'Female', 92.32965869011049, 1.9145661038470365, 0.14607775115585517, 48, 25.18839519908874, 92, 'Low Risk'),
(60888, 88, 18, '06:45.9', 36.07379301767663, 99.90915512633305, 136, 78, 33, 'Male', 71.71127873476252, 1.8185842299455917, 0.14486205848127345, 58, 21.683062683663625, 97.33333333333333, 'Low Risk'),
(60889, 62, 18, '05:45.9', 36.86644304156278, 96.50324429795897, 120, 85, 60, 'Female', 53.08398413655133, 1.7952388061353899, 0.090247123, 35, 16.47096543557189, 96.66666666666667, 'High Risk'),
(60890, 63, 16, '04:45.9', 36.94888170223624, 99.43587384807019, 133, 74, 69, 'Male', 87.68125621277618, 1.514134412672172, 0.092353449, 59, 38.245285146059445, 93.66666666666666, 'High Risk'),
(60891, 90, 13, '03:45.9', 37.31708360830295, 96.33347877631022, 110, 85, 19, 'Female', 93.81541658794653, 1.5373570918487909, 0.058456976, 25, 39.693984904785026, 93.33333333333333, 'High Risk'),
(60892, 73, 16, '02:45.9', 36.921906301645414, 95.9313023, 125, 71, 43, 'Female', 87.24248269646296, 1.5989765813931514, 0.13532471672321456, 54, 34.12273314251905, 89, 'High Risk'),
(60893, 81, 15, '01:45.9', 37.08227268667104, 99.20143719, 129, 87, 64, 'Female', 70.53426262642074, 1.8964698997831895, 0.1453910274765053, 42, 19.611383046462635, 101, 'Low Risk'),
(60894, 75, 13, '00:45.9', 37.06432789554964, 96.21463225526723, 137, 71, 27, 'Female', 88.59884501531386, 1.8139224028641447, 0.07551764, 66, 26.927166219698634, 93, 'Low Risk'),
(60895, 92, 14, '59:45.9', 36.82843993209194, 95.51600820735099, 128, 82, 45, 'Female', 95.33838075526151, 1.5938740361213768, 0.078776621, 46, 37.528376698379375, 97.33333333333333, 'High Risk'),
(60896, 96, 15, '58:45.9', 36.29300077752989, 99.39430372935965, 118, 72, 64, 'Female', 94.88182347530858, 1.5988344709765987, 0.14517280470097899, 46, 37.11726916695626, 87.33333333333333, 'High Risk'),
(60897, 94, 12, '57:45.9', 36.87637538117218, 97.7870377, 113, 85, 18, 'Female', 73.89658822375624, 1.6572819279652498, 0.14291331783340838, 28, 26.904913401195707, 94.33333333333333, 'High Risk'),
(60898, 73, 13, '56:45.9', 37.3588656, 96.23046379501356, 119, 73, 18, 'Male', 59.272475324278716, 1.5206026077154713, 0.13072411960585273, 46, 25.63430826801856, 88.33333333333333, 'Low Risk'),
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(61076, 69, 13, '58:45.9', 37.26513445179718, 98.41603932604276, 126, 89, 58, 'Male', 69.70027512, 1.5993673821824135, 0.088275186, 37, 27.24821283859562, 101.33333333333333, 'Low Risk'),
(61077, 79, 14, '57:45.9', 37.17270618444794, 98.83169858016647, 111, 86, 44, 'Female', 96.94689567750672, 1.9217454137921006, 0.057160105698807286, 25, 26.25077928927132, 94.33333333333333, 'Low Risk'),
(61078, 64, 13, '56:45.9', 37.39957756663012, 98.48823885, 114, 73, 45, 'Female', 97.99538923, 1.8260266429863496, 0.093485724, 41, 29.38944754693169, 86.66666666666667, 'Low Risk'),
(61079, 99, 16, '55:45.9', 37.065830609697706, 99.2936697, 111, 89, 27, 'Male', 97.51888599670048, 1.9308284214211464, 0.13818449226981527, 22, 26.15780908053571, 96.33333333333333, 'High Risk'),
(61080, 70, 19, '54:45.9', 37.05430497, 99.34695813466034, 112, 82, 45, 'Female', 93.52631150264935, 1.7904331344284778, 0.074075387, 30, 29.17545206239333, 92, 'Low Risk'),
(61081, 65, 15, '53:45.9', 36.98126218860194, 98.31031626419042, 126, 78, 20, 'Female', 56.42211151644771, 1.7296518084169912, 0.0856657, 48, 18.85957772457911, 94, 'Low Risk'),
(61082, 78, 18, '52:45.9', 37.32468522319003, 96.71746893, 131, 74, 67, 'Female', 54.95244521, 1.6684047098203205, 0.084572514, 57, 19.741684527966417, 93, 'Low Risk'),
(61083, 79, 14, '51:45.9', 36.221787349355296, 97.84285823495016, 117, 73, 80, 'Female', 94.75424559518316, 1.578639016310774, 0.090638568, 44, 38.02182982428682, 87.66666666666667, 'High Risk'),
(61084, 74, 12, '50:45.9', 36.94455795623858, 98.81382011737371, 114, 87, 51, 'Male', 91.68543909, 1.5112364815018917, 0.087178771, 27, 40.14537428, 96, 'High Risk'),
(61085, 73, 15, '49:45.9', 37.001002923805196, 96.46941666570653, 116, 82, 52, 'Female', 59.102163067545305, 1.5562656104398742, 0.064343871, 34, 24.40259062696219, 93.33333333333333, 'Low Risk'),
(61086, 64, 14, '48:45.9', 37.29012753, 99.42886575297949, 129, 84, 72, 'Male', 51.69362621655629, 1.8594226563909595, 0.1491501180888579, 45, 14.951362164962301, 99, 'High Risk'),
(61087, 97, 12, '47:45.9', 36.38754512238077, 95.0259739, 121, 82, 52, 'Male', 58.49585269, 1.9333454428729095, 0.085776994, 39, 15.649705089291025, 95, 'High Risk'),
(61088, 64, 15, '46:45.9', 36.60611830245395, 97.78503037, 138, 70, 30, 'Female', 89.94536812330024, 1.6637917490362524, 0.050409453265846664, 68, 32.492331175835965, 92.66666666666666, 'High Risk'),
(61089, 84, 15, '45:45.9', 36.24017909117317, 99.45799254298792, 116, 71, 80, 'Male', 71.18945115491753, 1.526005796925306, 0.054999483915376395, 45, 30.57055180415113, 86, 'High Risk'),
(61090, 88, 13, '44:45.9', 37.06919373852374, 99.63877108658431, 138, 89, 85, 'Male', 53.05610662563133, 1.8815087538457478, 0.088630211, 49, 14.98728240675272, 105.33333333333333, 'High Risk'),
(61091, 76, 12, '43:45.9', 36.28700189606657, 97.33310719653964, 112, 85, 35, 'Male', 55.824150648829715, 1.5109884652059464, 0.10889890333274159, 27, 24.45118019081129, 94, 'Low Risk'),
(61092, 98, 16, '42:45.9', 36.82423536067711, 96.14202582704591, 133, 79, 86, 'Male', 88.15971367688951, 1.9946535670631989, 0.1268766686937977, 54, 22.15823760590214, 97, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(61093, 95, 12, '41:45.9', 36.60271029515372, 97.55060914351179, 134, 88, 52, 'Female', 84.31873791, 1.511272121932714, 0.13559835557435168, 46, 36.91805012722207, 103.33333333333333, 'High Risk'),
(61094, 63, 18, '40:45.9', 36.28934669085472, 97.79558760173079, 135, 79, 75, 'Male', 93.98214027009045, 1.5764297274472416, 0.082946365, 56, 37.81778592789755, 97.66666666666666, 'High Risk'),
(61095, 99, 14, '39:45.9', 36.01033945, 98.51794326, 114, 89, 50, 'Male', 87.92317146, 1.7627499013041583, 0.073363943, 25, 28.29579803481665, 97.33333333333333, 'High Risk'),
(61096, 67, 16, '38:45.9', 36.778905694143816, 97.46368233605983, 134, 81, 59, 'Female', 99.41435689202086, 1.897879727587049, 0.097531584, 53, 27.600168515886736, 98.66666666666666, 'Low Risk'),
(61097, 61, 19, '37:45.9', 36.34540929313415, 96.24947139301072, 116, 78, 58, 'Female', 99.22260400070024, 1.5675885179824665, 0.05124129, 38, 40.37815519680762, 90.66666666666667, 'High Risk'),
(61098, 63, 13, '36:45.9', 36.729577430474016, 95.48512551787684, 129, 73, 74, 'Female', 65.67313010417502, 1.6986151286072213, 0.11103583974931625, 56, 22.761335511113156, 91.66666666666666, 'Low Risk'),
(61099, 92, 13, '35:45.9', 36.09531653693134, 96.60565354995093, 115, 72, 83, 'Female', 73.43944919722566, 1.7862973745690374, 0.076089065, 43, 23.01557827185317, 86.33333333333333, 'High Risk'),
(61100, 79, 18, '34:45.9', 36.753933297751196, 96.25460298918107, 123, 84, 25, 'Male', 90.17654020202664, 1.9059214556046442, 0.13237541835113964, 39, 24.824674946918723, 97, 'Low Risk'),
(61101, 87, 19, '33:45.9', 36.26144554341511, 95.52969907, 114, 85, 51, 'Male', 60.887544303310165, 1.9488011740534963, 0.13017299072497912, 29, 16.03221001881563, 94.66666666666667, 'High Risk'),
(61102, 70, 18, '32:45.9', 37.279795547094416, 98.77887129477017, 121, 86, 69, 'Male', 51.95059143328125, 1.6171478038412543, 0.14204503781360595, 35, 19.86511417685197, 97.66666666666667, 'Low Risk'),
(61103, 77, 16, '31:45.9', 37.428396801898835, 97.56241773516665, 124, 86, 68, 'Female', 72.89396371135537, 1.9119746490569902, 0.12160360295964041, 38, 19.94009885039112, 98.66666666666667, 'Low Risk'),
(61104, 69, 18, '30:45.9', 37.36306495300794, 95.47203160203911, 111, 70, 61, 'Male', 70.63012233003742, 1.8902776350567274, 0.061158995, 41, 19.766909161479962, 83.66666666666667, 'Low Risk'),
(61105, 89, 17, '29:45.9', 36.89950507598254, 98.98871226296653, 132, 71, 32, 'Female', 93.76335984577193, 1.8086947483737947, 0.091741869, 61, 28.661743556552622, 91.33333333333333, 'Low Risk'),
(61106, 95, 14, '28:45.9', 36.845392306131515, 95.98817317562164, 114, 77, 30, 'Male', 98.73595761, 1.5561323412540633, 0.075666268, 37, 40.77390296640012, 89.33333333333333, 'High Risk'),
(61107, 95, 19, '27:45.9', 36.161297340893924, 99.25173604, 111, 79, 75, 'Female', 50.82261049054836, 1.6895142916888235, 0.11522371424122049, 32, 17.80464131671357, 89.66666666666667, 'High Risk'),
(61108, 70, 14, '26:45.9', 36.77830141471635, 95.03162423932184, 123, 87, 66, 'Female', 54.15766811894236, 1.7049846600136194, 0.052605699, 36, 18.630263809776277, 99, 'Low Risk'),
(61109, 89, 12, '25:45.9', 36.353355422205624, 95.80525199, 139, 86, 89, 'Male', 84.65227431819838, 1.8959517739350886, 0.067073055, 53, 23.54962837047152, 103.66666666666666, 'Low Risk'),
(61110, 94, 12, '24:45.9', 36.286211839707946, 98.70305527502813, 137, 79, 46, 'Male', 58.964061573952534, 1.7636378615951893, 0.10565614435370316, 58, 18.95695433, 98.33333333333333, 'High Risk'),
(61111, 96, 16, '23:45.9', 37.00908498884928, 98.99882783787923, 123, 72, 69, 'Female', 86.36982644467577, 1.8656308989859443, 0.11994082609251262, 51, 24.814789464283454, 89, 'High Risk'),
(61112, 65, 19, '22:45.9', 36.44233389843777, 95.37776346979348, 138, 86, 84, 'Male', 53.50287412848693, 1.9324457639847736, 0.12044362536228606, 52, 14.327238314737311, 103.33333333333333, 'High Risk'),
(61113, 63, 15, '21:45.9', 36.1709793, 96.35545302999573, 127, 70, 84, 'Male', 65.81600245333847, 1.6183481673259956, 0.10056509190037244, 57, 25.129715959446546, 89, 'Low Risk'),
(61114, 95, 17, '20:45.9', 37.070603362763855, 95.36749598704404, 137, 87, 66, 'Female', 96.14655445602891, 1.5974505190818662, 0.05191614, 50, 37.67722387587399, 103.66666666666666, 'High Risk'),
(61115, 74, 19, '19:45.9', 37.24882736581618, 99.21081694054546, 135, 74, 19, 'Female', 50.40147908025773, 1.5616364615922007, 0.11416142078897043, 61, 20.66728367003637, 94.33333333333333, 'Low Risk'),
(61116, 64, 15, '18:45.9', 36.48766486540286, 95.87035873837105, 122, 71, 74, 'Male', 77.52837502467149, 1.9827498404361834, 0.11593051900359615, 51, 19.720813871367227, 88, 'Low Risk'),
(61117, 63, 14, '17:45.9', 37.498868195266496, 96.39972385431939, 125, 77, 45, 'Male', 70.58279651050763, 1.9401717200942028, 0.076649305, 48, 18.75074471903216, 93, 'Low Risk'),
(61118, 73, 17, '16:45.9', 36.84470046110013, 97.74829272573378, 126, 88, 70, 'Female', 84.91966068225187, 1.635784542, 0.064301167, 38, 31.736282306575866, 100.66666666666667, 'High Risk'),
(61119, 76, 12, '15:45.9', 36.763348484880645, 99.43239921362279, 122, 76, 39, 'Male', 85.02608592505553, 1.5794453571847147, 0.13574038262241622, 46, 34.08340508163369, 91.33333333333333, 'High Risk'),
(61120, 93, 17, '14:45.9', 36.74148555864693, 99.8637104, 122, 85, 56, 'Female', 54.956930019855555, 1.9876278002611656, 0.074973119, 37, 13.910807456912169, 97.33333333333333, 'High Risk'),
(61121, 65, 19, '13:45.9', 36.26863701250325, 96.80671919359965, 113, 75, 68, 'Female', 90.46880140182346, 1.806711793339256, 0.10541012680054566, 38, 27.71539532510236, 87.66666666666667, 'Low Risk'),
(61122, 89, 14, '12:45.9', 37.26429861038875, 96.84920971983003, 120, 84, 49, 'Female', 57.70798802150091, 1.6083279347168362, 0.050952021, 36, 22.309340016139526, 96, 'Low Risk'),
(61123, 79, 12, '11:45.9', 36.94790648850236, 95.36477843023305, 122, 72, 53, 'Male', 63.83501290471767, 1.9194338772787924, 0.090874, 50, 17.326571663599413, 88.66666666666666, 'High Risk'),
(61124, 84, 16, '10:45.9', 36.88530728169583, 95.28932800384955, 135, 86, 30, 'Male', 91.43158820651797, 1.7325748331642477, 0.082291754, 49, 30.458762907647994, 102.33333333333333, 'High Risk'),
(61125, 72, 16, '09:45.9', 36.01054317, 98.76285805765107, 137, 87, 67, 'Male', 99.70175905855541, 1.7910292353904214, 0.13888080186786844, 50, 31.081178014494075, 103.66666666666666, 'High Risk'),
(61126, 91, 13, '08:45.9', 36.10423135564465, 99.60027342680934, 133, 70, 37, 'Male', 90.65022316682156, 1.5077111789470299, 0.11336696160167684, 63, 39.877926424127054, 91, 'High Risk'),
(61127, 75, 12, '07:45.9', 36.939640039220556, 99.86890464133295, 115, 76, 39, 'Female', 90.50199779354654, 1.6488546599954108, 0.055848133, 39, 33.288437773336156, 89, 'High Risk'),
(61128, 90, 17, '06:45.9', 36.10135014695818, 98.90780388839204, 128, 82, 86, 'Female', 87.58733111247679, 1.8980919734640809, 0.11564737556877767, 46, 24.31122192265184, 97.33333333333333, 'Low Risk'),
(61129, 94, 16, '05:45.9', 37.09554637350335, 98.95120621266747, 110, 83, 74, 'Male', 54.52803455593647, 1.9802335797178314, 0.064594797, 27, 13.905512584497487, 92, 'High Risk'),
(61130, 60, 14, '04:45.9', 36.45969246237895, 96.99555593236585, 114, 74, 66, 'Female', 76.94051368687397, 1.768374167525115, 0.11736768231052717, 40, 24.604058861118904, 87.33333333333333, 'Low Risk'),
(61131, 65, 15, '03:45.9', 37.34768471413585, 96.55911552395084, 134, 70, 56, 'Male', 81.54391388414798, 1.7145732662220392, 0.089743696, 64, 27.73827546672513, 91.33333333333333, 'Low Risk'),
(61132, 68, 15, '02:45.9', 37.49650926493434, 99.79359618814186, 131, 77, 55, 'Female', 98.16307924998534, 1.8615418897112108, 0.13152092496142728, 54, 28.32712808448483, 95, 'Low Risk'),
(61133, 95, 13, '01:45.9', 36.54544718022264, 98.19380630568179, 133, 78, 85, 'Female', 87.82288055358481, 1.5699167965844487, 0.093762667, 55, 35.63316555734449, 96.33333333333333, 'High Risk'),
(61134, 89, 13, '00:45.9', 36.06562015275104, 98.22262054, 135, 79, 51, 'Female', 87.66194800810285, 1.8083887727630494, 0.1183662822845024, 56, 26.80572223570628, 97.66666666666666, 'Low Risk'),
(61135, 61, 16, '59:45.9', 37.346793661887396, 96.99047479043327, 111, 80, 38, 'Male', 64.86599251893597, 1.6657645893246593, 0.060972669, 31, 23.377055953561104, 90.33333333333333, 'Low Risk'),
(61136, 95, 14, '58:45.9', 36.23310942, 97.19341282251276, 118, 84, 37, 'Male', 71.21961775011496, 1.8918067435212134, 0.0685005, 34, 19.89968033, 95.33333333333333, 'High Risk'),
(61137, 98, 18, '57:45.9', 36.98944356390955, 97.44622558, 133, 75, 31, 'Female', 77.48243790691808, 1.794824131742277, 0.10752632093912451, 58, 24.052458653404145, 94.33333333333333, 'High Risk'),
(61138, 63, 15, '56:45.9', 36.58230449669572, 99.83635500843657, 130, 74, 82, 'Male', 80.85496287154285, 1.7027240188084942, 0.096086265, 56, 27.88805058192471, 92.66666666666666, 'Low Risk'),
(61139, 84, 15, '55:45.9', 37.39096513570656, 97.38495685399425, 124, 79, 72, 'Female', 92.19416614743668, 1.8549351938661198, 0.084465128, 45, 26.79451856969337, 94, 'Low Risk'),
(61140, 98, 12, '54:45.9', 36.127794894090144, 95.71940745187526, 131, 76, 87, 'Female', 54.37906425271328, 1.9014676270641984, 0.067553362, 55, 15.040208551829881, 94.33333333333333, 'High Risk'),
(61141, 98, 15, '53:45.9', 37.47699242468007, 96.21454523311206, 117, 73, 86, 'Female', 98.34489087299954, 1.6290190054777158, 0.050716395, 44, 37.05949529019087, 87.66666666666667, 'High Risk'),
(61142, 68, 18, '52:45.9', 36.887939087545774, 96.18732887626796, 122, 71, 39, 'Male', 91.23216415095577, 1.8863758243022766, 0.075453884, 51, 25.638436266110567, 88, 'Low Risk'),
(61143, 75, 17, '51:45.9', 36.565061628182846, 99.29625673951277, 125, 84, 60, 'Male', 61.98375061, 1.8883978786163123, 0.13980826350735132, 41, 17.38164373, 97.66666666666667, 'High Risk'),
(61144, 68, 17, '50:45.9', 37.15388322371932, 96.47337674, 119, 82, 29, 'Male', 63.08055739295942, 1.5015869068428138, 0.1043328205181305, 37, 27.976577011465658, 94.33333333333333, 'Low Risk'),
(61145, 71, 13, '49:45.9', 36.97763584274101, 99.62667418226899, 125, 83, 34, 'Male', 96.50136617, 1.6672681384045909, 0.096771069, 42, 34.71543087828146, 97, 'High Risk'),
(61146, 98, 14, '48:45.9', 36.99875839, 98.97521040266255, 113, 74, 66, 'Male', 68.90273718871899, 1.8573705656436137, 0.068602333, 39, 19.972818574188114, 87, 'High Risk'),
(61147, 62, 17, '47:45.9', 36.99486633283408, 99.27055709181045, 110, 72, 79, 'Female', 91.11717309986327, 1.891002191571492, 0.10749231896618619, 38, 25.480982700492536, 84.66666666666667, 'Low Risk'),
(61148, 99, 18, '46:45.9', 36.75863161173478, 96.65882575247717, 139, 83, 49, 'Male', 54.14130112642202, 1.6308826007082358, 0.13578836894180604, 56, 20.35557101389408, 101.66666666666666, 'High Risk'),
(61149, 93, 18, '45:45.9', 36.57729258006113, 99.83904382655435, 131, 86, 65, 'Female', 72.98631183098767, 1.512094743992521, 0.10705677171200467, 45, 31.92150881395095, 101, 'High Risk'),
(61150, 66, 14, '44:45.9', 37.36472744960395, 97.78268969814523, 126, 88, 79, 'Female', 53.09902586, 1.7767037848345666, 0.13013333491836873, 38, 16.821181569451007, 100.66666666666667, 'High Risk'),
(61151, 78, 16, '43:45.9', 36.733049057045164, 96.72211755, 137, 83, 29, 'Female', 79.58412287994396, 1.8220732858213415, 0.1111595918516887, 54, 23.971474719938183, 101, 'Low Risk'),
(61152, 70, 13, '42:45.9', 37.082529335390355, 98.62769346925222, 124, 80, 78, 'Female', 91.29720183826177, 1.7281940766660036, 0.053252530721263326, 44, 30.568381340397476, 94.66666666666667, 'High Risk'),
(61153, 98, 15, '41:45.9', 36.38936058723404, 97.41127541, 112, 81, 73, 'Male', 94.93835996649133, 1.6437559000092883, 0.068564053, 31, 35.13719394411614, 91.33333333333333, 'High Risk'),
(61154, 84, 13, '40:45.9', 36.512405424594796, 95.08241090057817, 111, 76, 74, 'Male', 85.84307790210994, 1.6029504128124252, 0.13297771989250945, 35, 33.409125313054055, 87.66666666666667, 'High Risk'),
(61155, 66, 15, '39:45.9', 37.13927343261986, 99.85372818907467, 129, 86, 34, 'Male', 86.89725686345383, 1.7146913931808605, 0.086592108, 43, 29.555215556957368, 100.33333333333333, 'Low Risk'),
(61156, 70, 18, '38:45.9', 36.465059312487874, 97.07695259817534, 123, 77, 18, 'Female', 66.13937858010097, 1.8279517537609473, 0.077193588, 46, 19.793867201788967, 92.33333333333333, 'Low Risk'),
(61157, 84, 16, '37:45.9', 36.47989469830118, 98.86564474108422, 130, 80, 81, 'Male', 81.45240538736928, 1.9609545453321298, 0.11691465490639802, 50, 21.182092502725645, 96.66666666666666, 'Low Risk'),
(61158, 74, 19, '36:45.9', 37.37357546, 98.71672788107134, 125, 75, 25, 'Female', 51.22992288017979, 1.7129845039371017, 0.10552187049807046, 50, 17.458898236849546, 91.66666666666666, 'High Risk'),
(61159, 63, 15, '35:45.9', 36.162671288808035, 97.69131977579625, 114, 73, 41, 'Male', 77.44247895904158, 1.6151535385451556, 0.13940999293331607, 41, 29.685995686031116, 86.66666666666667, 'Low Risk'),
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(61336, 69, 13, '38:45.9', 37.43104224045861, 98.81928004268863, 114, 86, 67, 'Female', 90.18522961324243, 1.8055832535253549, 0.092051535, 28, 27.663070221141506, 95.33333333333333, 'Low Risk'),
(61337, 84, 13, '37:45.9', 37.10240785505583, 96.07110875909231, 138, 75, 36, 'Male', 52.458722579195246, 1.6031814887551747, 0.11097628656838412, 63, 20.41043833251549, 96, 'Low Risk'),
(61338, 76, 14, '36:45.9', 37.19633890767486, 98.82855156413378, 123, 88, 26, 'Female', 88.63276745428288, 1.7638503411832245, 0.050372731, 35, 28.488582651580927, 99.66666666666667, 'Low Risk'),
(61339, 83, 16, '35:45.9', 36.25242629435479, 95.25810795787152, 121, 77, 25, 'Female', 53.993939078736375, 1.5961109353631786, 0.053600038, 44, 21.19428968707772, 91.66666666666667, 'Low Risk'),
(61340, 78, 18, '34:45.9', 36.25597649410686, 98.80414468, 120, 89, 36, 'Female', 68.86720970591364, 1.9072196007983566, 0.066066909, 31, 18.93263595763518, 99.33333333333333, 'Low Risk'),
(61341, 91, 14, '33:45.9', 36.302280954275155, 98.85515557478337, 133, 89, 76, 'Male', 84.32447364612395, 1.9847702486010814, 0.091619671, 44, 21.405883446228763, 103.66666666666667, 'High Risk'),
(61342, 91, 19, '32:45.9', 36.747282136011435, 97.95184718, 122, 86, 21, 'Female', 72.21850758474655, 1.758308434838923, 0.092702381, 36, 23.359222877201773, 98, 'High Risk'),
(61343, 99, 17, '31:45.9', 37.22407157, 99.72290957395808, 118, 85, 50, 'Female', 59.69176921865527, 1.5387834335639914, 0.12146884340612682, 33, 25.209222248541714, 96, 'High Risk'),
(61344, 98, 17, '30:45.9', 37.21213253975453, 98.87052760421913, 129, 85, 70, 'Female', 50.70270429, 1.912926836163964, 0.12031657301654293, 44, 13.855889266546463, 99.66666666666667, 'High Risk'),
(61345, 83, 17, '29:45.9', 36.95799770567209, 95.70714549413503, 123, 75, 71, 'Male', 86.95969075657895, 1.9428790849174686, 0.14629513559858598, 48, 23.037027482515548, 91, 'Low Risk'),
(61346, 87, 12, '28:45.9', 36.37363345079204, 97.37223250398073, 133, 78, 68, 'Female', 60.043245930272306, 1.9385360252727044, 0.089172235, 55, 15.97777899, 96.33333333333333, 'High Risk'),
(61347, 61, 19, '27:45.9', 36.31947179412774, 97.72941605347845, 138, 87, 65, 'Female', 69.38680113346076, 1.6923979726952914, 0.094131265, 51, 24.22545112942636, 104, 'Low Risk'),
(61348, 93, 12, '26:45.9', 36.82185437483047, 97.25038062278978, 121, 77, 69, 'Male', 71.42430500171312, 1.5603768464025152, 0.094780765, 44, 29.335063206390338, 91.66666666666667, 'High Risk'),
(61349, 62, 12, '25:45.9', 36.00194472080004, 98.53502975, 136, 72, 33, 'Female', 65.21844390369189, 1.7212054369661163, 0.076019435, 64, 22.014306760308614, 93.33333333333333, 'Low Risk'),
(61350, 65, 15, '24:45.9', 36.778443273564065, 97.52200653066612, 114, 87, 83, 'Female', 74.86101621060794, 1.577547533254775, 0.11591819299955126, 27, 30.08089892797134, 96, 'High Risk'),
(61351, 86, 19, '23:45.9', 36.24601468906392, 99.48167723, 127, 84, 73, 'Male', 82.78602659645932, 1.7954076362033002, 0.054539684455527815, 43, 25.682121880803354, 98.33333333333333, 'Low Risk'),
(61352, 68, 13, '22:45.9', 36.19907200348878, 96.81583685166326, 119, 73, 73, 'Male', 79.44565640208927, 1.8839293683774514, 0.053082481, 46, 22.38416636561212, 88.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(61353, 91, 18, '21:45.9', 36.338339673490474, 95.42861270176579, 137, 74, 82, 'Male', 96.72367012916152, 1.7716535526581398, 0.14096160220433301, 63, 30.815922153971876, 95, 'High Risk'),
(61354, 69, 19, '20:45.9', 37.11177704399888, 98.43687101033504, 131, 76, 71, 'Female', 54.03897380153805, 1.5723638718079775, 0.056513149653436304, 55, 21.857524820402393, 94.33333333333333, 'Low Risk'),
(61355, 60, 13, '19:45.9', 36.74439285074001, 99.17326666333342, 136, 78, 58, 'Female', 84.29046261960545, 1.8724213346005851, 0.054860955, 58, 24.042037800672343, 97.33333333333333, 'Low Risk'),
(61356, 60, 19, '18:45.9', 36.88017997147531, 98.33930900161859, 126, 87, 76, 'Female', 97.96780420602045, 1.8352335094445356, 0.1467201098924667, 39, 29.087119378799837, 100, 'Low Risk'),
(61357, 79, 19, '17:45.9', 37.445103668426164, 98.66731151537994, 114, 81, 25, 'Female', 86.5595304, 1.672211087663722, 0.063555585, 33, 30.95513441957699, 92, 'High Risk'),
(61358, 70, 19, '16:45.9', 36.688949830732575, 99.83303137914177, 125, 77, 35, 'Female', 67.17762309548002, 1.711677301, 0.065427383, 48, 22.928774891080565, 93, 'Low Risk'),
(61359, 99, 18, '15:45.9', 37.29273160401901, 96.46803628, 116, 80, 79, 'Female', 72.67666298029197, 1.8362701273021385, 0.058166846, 36, 21.55370030151231, 92, 'High Risk'),
(61360, 83, 17, '14:45.9', 37.267188818224454, 96.45051144, 119, 71, 76, 'Female', 69.23962567589226, 1.6847592661091462, 0.11469832368054451, 48, 24.393774455340484, 87, 'Low Risk'),
(61361, 86, 15, '13:45.9', 36.22286335445127, 95.51093989299285, 135, 76, 58, 'Female', 61.885860858658404, 1.7303247882830324, 0.12507019152648857, 59, 20.669795394032807, 95.66666666666666, 'Low Risk'),
(61362, 91, 17, '12:45.9', 37.28259002094329, 96.87051711522433, 136, 88, 57, 'Male', 53.21476751470072, 1.5334501709239343, 0.066642471, 48, 22.630431384868483, 104, 'High Risk'),
(61363, 82, 18, '11:45.9', 36.128015054258604, 98.59858848, 117, 81, 89, 'Male', 82.72308678983694, 1.5507508451019736, 0.061647366, 36, 34.398751376297966, 93, 'High Risk'),
(61364, 80, 12, '10:45.9', 36.20295072007798, 99.34568436786095, 117, 77, 69, 'Female', 92.09501942902324, 1.522668362831545, 0.12529049128444236, 40, 39.72148672772183, 90.33333333333333, 'High Risk'),
(61365, 68, 15, '09:45.9', 36.873602620379444, 95.04187797800452, 121, 70, 81, 'Female', 94.09611921068704, 1.7464657162342712, 0.092604919, 51, 30.849745306309956, 87, 'High Risk'),
(61366, 72, 17, '08:45.9', 37.206619986401776, 95.12497049284084, 126, 85, 37, 'Female', 54.73265102017052, 1.6937347648807286, 0.12988526846900167, 41, 19.07900318599287, 98.66666666666667, 'Low Risk'),
(61367, 67, 13, '07:45.9', 36.819082784222296, 99.84504029638646, 132, 72, 31, 'Female', 89.63680122498621, 1.7101027155147919, 0.050075494, 60, 30.650810050490158, 92, 'High Risk'),
(61368, 78, 15, '06:45.9', 37.37325039103793, 98.52927612659637, 113, 74, 47, 'Male', 87.14001181119318, 1.9136825401561155, 0.12233156697218761, 39, 23.79456805531898, 87, 'Low Risk'),
(61369, 82, 14, '05:45.9', 36.61416769457046, 99.77093747956425, 125, 88, 28, 'Female', 87.39552943203012, 1.5061284471222107, 0.094858679, 37, 38.527000173409704, 100.33333333333333, 'High Risk'),
(61370, 81, 19, '04:45.9', 36.23550235301723, 97.30311322724691, 135, 71, 89, 'Male', 69.97678767314156, 1.9228386417026009, 0.068862828, 64, 18.926413300487635, 92.33333333333333, 'Low Risk'),
(61371, 62, 15, '03:45.9', 36.75749814982849, 99.26879177257192, 130, 75, 46, 'Male', 75.44541312, 1.5442420973570137, 0.074915917, 55, 31.637493279447096, 93.33333333333333, 'High Risk'),
(61372, 71, 19, '02:45.9', 36.143516467677244, 99.16184785187247, 120, 70, 37, 'Female', 88.73559811255842, 1.6389117725212197, 0.13307732539128186, 50, 33.035944762471196, 86.66666666666666, 'High Risk'),
(61373, 76, 17, '01:45.9', 36.88632784315618, 97.13232993877698, 137, 86, 19, 'Male', 80.31403472642201, 1.7956103374054706, 0.067946284, 51, 24.90962847253683, 103, 'Low Risk'),
(61374, 69, 12, '00:45.9', 37.22473581050236, 96.12418639902093, 131, 77, 61, 'Male', 54.57785210917203, 1.821518517838371, 0.084207133, 54, 16.44936959666646, 95, 'High Risk'),
(61375, 69, 13, '59:45.9', 37.02054125465076, 99.33326373614932, 115, 70, 68, 'Male', 89.31612199908949, 1.856683133036115, 0.14213386226803487, 45, 25.909216143476552, 85, 'Low Risk'),
(61376, 61, 15, '58:45.9', 36.73575582345644, 99.73421509944875, 134, 75, 24, 'Female', 70.73257404434818, 1.5421984089150977, 0.083373922, 59, 29.739862853043768, 94.66666666666666, 'Low Risk'),
(61377, 83, 12, '57:45.9', 36.56475337563769, 96.86034277876628, 119, 85, 18, 'Male', 88.66910934110766, 1.580119743184611, 0.066122872, 34, 35.51340769433369, 96.33333333333333, 'High Risk'),
(61378, 67, 16, '56:45.9', 36.47081259738061, 99.93568443999203, 113, 81, 58, 'Male', 56.259448285884275, 1.6842541344065647, 0.078253867, 32, 19.83262611741181, 91.66666666666667, 'Low Risk'),
(61379, 94, 17, '55:45.9', 36.395679219001146, 97.29129664306281, 117, 76, 46, 'Female', 86.96065343563777, 1.9410920972336152, 0.053537245, 41, 23.079718715270435, 89.66666666666667, 'High Risk'),
(61380, 75, 18, '54:45.9', 36.87067841988055, 96.07593578723957, 121, 79, 32, 'Female', 53.822250581190346, 1.5912297381480156, 0.1430400769193671, 42, 21.25671161505792, 93, 'Low Risk'),
(61381, 82, 12, '53:45.9', 36.56882738159025, 98.85778079769214, 136, 73, 70, 'Male', 77.87443188777496, 1.712677303358212, 0.092788179, 63, 26.548733409543374, 94, 'Low Risk'),
(61382, 82, 18, '52:45.9', 37.15307801738273, 95.37258822666325, 113, 87, 57, 'Male', 92.98310594192702, 1.7940468070432982, 0.13421792942570965, 26, 28.889266124669824, 95.66666666666667, 'Low Risk'),
(61383, 80, 19, '51:45.9', 36.93815487479143, 95.37215412782416, 127, 71, 50, 'Female', 60.62602014403612, 1.7397388126186226, 0.10935906957108962, 56, 20.03046145683727, 89.66666666666666, 'Low Risk'),
(61384, 60, 13, '50:45.9', 37.208992999789544, 97.20382638968226, 116, 84, 39, 'Male', 90.79722777569322, 1.9359071332061297, 0.068841866, 32, 24.227218084943107, 94.66666666666667, 'Low Risk'),
(61385, 90, 17, '49:45.9', 37.023283211325094, 99.89751789525116, 120, 71, 33, 'Female', 65.22126021, 1.6530321904376386, 0.11038433559743599, 49, 23.868578991816975, 87.33333333333333, 'Low Risk'),
(61386, 65, 13, '48:45.9', 36.79703724477209, 99.60706723130984, 114, 70, 71, 'Male', 67.51438633, 1.5929747869902653, 0.056101692, 44, 26.605934679832327, 84.66666666666667, 'Low Risk'),
(61387, 87, 16, '47:45.9', 37.38572393819443, 97.75537811226724, 129, 83, 38, 'Male', 69.13632116350348, 1.694330456798944, 0.078258232, 46, 24.08296924732729, 98.33333333333333, 'Low Risk'),
(61388, 92, 12, '46:45.9', 37.182571159786605, 96.18274222886905, 116, 73, 51, 'Female', 51.63797425708347, 1.931631963912912, 0.12964369015837612, 43, 13.839500956529905, 87.33333333333333, 'High Risk'),
(61389, 87, 14, '45:45.9', 37.48012262998187, 98.70002929487708, 126, 84, 69, 'Female', 86.80667908360223, 1.7767816748642358, 0.1442601692929415, 42, 27.49698072169512, 98, 'Low Risk'),
(61390, 74, 14, '44:45.9', 36.85619412165003, 98.36358076244176, 111, 70, 30, 'Male', 88.92245312142063, 1.923203660742505, 0.096519543, 41, 24.04146238244097, 83.66666666666667, 'Low Risk'),
(61391, 71, 13, '43:45.9', 36.11406904574191, 96.17467248, 139, 88, 87, 'Female', 74.43499027260071, 1.9446945286660267, 0.089059142, 51, 19.682232210350996, 105, 'Low Risk'),
(61392, 76, 14, '42:45.9', 37.21164947, 99.78762653107785, 121, 83, 33, 'Male', 74.84254589069124, 1.878957588209591, 0.066312076, 38, 21.19896206312297, 95.66666666666667, 'Low Risk'),
(61393, 97, 13, '41:45.9', 36.18548492734084, 97.95241894294419, 131, 78, 37, 'Female', 86.93756082100708, 1.9862129748513808, 0.13902652068011562, 53, 22.03717000462873, 95.66666666666666, 'High Risk'),
(61394, 78, 18, '40:45.9', 36.01411312, 98.79230129179538, 130, 78, 63, 'Male', 82.07886325909858, 1.5757136972739527, 0.076700602, 52, 33.05801045016154, 95.33333333333333, 'High Risk'),
(61395, 81, 13, '39:45.9', 36.495660670968626, 95.62230822914788, 114, 81, 25, 'Female', 87.67336775867774, 1.7727783961057195, 0.082559594, 33, 27.897082585491756, 92, 'Low Risk'),
(61396, 90, 18, '38:45.9', 37.317491377182506, 97.53908246660647, 128, 75, 79, 'Male', 57.25414092390158, 1.9459408152229458, 0.13501588531466668, 53, 15.119855757734284, 92.66666666666666, 'High Risk'),
(61397, 61, 17, '37:45.9', 36.82532444992138, 96.60401067940212, 125, 80, 68, 'Male', 67.01557623735386, 1.919135122850941, 0.059658086, 45, 18.19552742705004, 95, 'High Risk'),
(61398, 71, 18, '36:45.9', 36.823935214729715, 98.26206442854655, 132, 83, 42, 'Female', 79.26574028213528, 1.6526568414320972, 0.057891972, 49, 29.02151956853166, 99.33333333333333, 'Low Risk'),
(61399, 70, 19, '35:45.9', 36.61369196580535, 98.94960119929861, 114, 71, 44, 'Female', 67.92491985417706, 1.5304673456490536, 0.12470264340306299, 43, 28.998864919831714, 85.33333333333333, 'Low Risk'),
(61400, 72, 12, '34:45.9', 36.78434582066734, 99.33065321892722, 130, 85, 58, 'Female', 54.198127941624975, 1.592296104, 0.14260761468666563, 45, 21.376501075660837, 100, 'Low Risk'),
(61401, 66, 19, '33:45.9', 36.90719823, 99.24194433688038, 131, 87, 84, 'Female', 72.52193983, 1.9558141537100269, 0.083925551, 44, 18.95894832308215, 101.66666666666667, 'Low Risk'),
(61402, 78, 12, '32:45.9', 36.06408326446261, 99.94564381549095, 124, 76, 43, 'Female', 96.55173795501634, 1.680607928852112, 0.13309812998036696, 48, 34.18434629248209, 92, 'High Risk'),
(61403, 66, 19, '31:45.9', 37.15484914480861, 98.78324813524173, 133, 81, 54, 'Male', 97.68833749198959, 1.517416891583395, 0.10046945907076762, 52, 42.42607839903801, 98.33333333333333, 'High Risk'),
(61404, 63, 17, '30:45.9', 36.97099721457159, 97.42435392363915, 122, 88, 62, 'Female', 68.72509604282124, 1.560067852095908, 0.12630556183888536, 34, 28.237638907753787, 99.33333333333333, 'Low Risk'),
(61405, 76, 17, '29:45.9', 37.28697860463367, 97.84573138214009, 114, 86, 73, 'Male', 71.20816167, 1.6434811354988603, 0.13119786111331194, 28, 26.363333716575394, 95.33333333333333, 'Low Risk'),
(61406, 70, 18, '28:45.9', 37.08081143399095, 98.63053390660605, 110, 73, 66, 'Male', 83.75048418612205, 1.9670511157921042, 0.12795366176692236, 37, 21.644922503038377, 85.33333333333333, 'Low Risk'),
(61407, 73, 13, '27:45.9', 37.265627981629116, 98.00830124268401, 114, 74, 52, 'Female', 92.40920020601334, 1.9741964622154167, 0.080312174, 40, 23.71015935452337, 87.33333333333333, 'Low Risk'),
(61408, 72, 14, '26:45.9', 36.55955276, 98.150764, 134, 78, 73, 'Female', 65.31948748127516, 1.8051947500292551, 0.067291088, 56, 20.044473109387322, 96.66666666666666, 'Low Risk'),
(61409, 98, 13, '25:45.9', 36.32749440736239, 95.4941757, 123, 70, 28, 'Male', 52.18528417819693, 1.9077807592590896, 0.13179767497895312, 53, 14.338084116528309, 87.66666666666666, 'High Risk'),
(61410, 67, 17, '24:45.9', 37.10642461969023, 99.54621228752276, 131, 85, 37, 'Male', 84.63358727480505, 1.7499672835422473, 0.051036748, 46, 27.63649039460257, 100.33333333333333, 'Low Risk'),
(61411, 92, 19, '23:45.9', 36.243441968956205, 98.95435274537368, 126, 86, 38, 'Male', 77.13763150500908, 1.6870333360160614, 0.10697318168241571, 40, 27.10310022148065, 99.33333333333333, 'High Risk'),
(61412, 90, 12, '22:45.9', 36.578470774878525, 98.24028096991923, 112, 88, 31, 'Male', 60.89875573883285, 1.5284505792034464, 0.06872493, 24, 26.067874272079237, 96, 'Low Risk'),
(61413, 70, 15, '21:45.9', 36.208560178362994, 95.76548770173866, 122, 88, 28, 'Female', 96.11759314979275, 1.858188753670823, 0.10558283850326389, 34, 27.837051487000313, 99.33333333333333, 'Low Risk'),
(61414, 92, 19, '20:45.9', 36.65938790514568, 96.08471337179272, 125, 82, 52, 'Female', 87.07675236621238, 1.7159254330573728, 0.115960433, 43, 29.573682125716612, 96.33333333333333, 'High Risk'),
(61415, 99, 12, '19:45.9', 36.50050745182499, 95.03643745972967, 117, 73, 34, 'Female', 52.13344903292631, 1.6439306875674031, 0.14504827989712005, 44, 19.290765095700817, 87.66666666666667, 'High Risk'),
(61416, 78, 18, '18:45.9', 37.28964849512775, 99.15172927955084, 120, 74, 71, 'Male', 99.75253268919657, 1.7260234883751702, 0.12249491851396914, 46, 33.48347533526937, 89.33333333333333, 'High Risk'),
(61417, 76, 18, '17:45.9', 37.105842159639316, 99.79159776964048, 139, 82, 65, 'Male', 63.15842370297327, 1.8295120674660281, 0.11436527648440815, 57, 18.869514471496284, 101, 'Low Risk'),
(61418, 95, 16, '16:45.9', 37.47261559518104, 98.72470376168043, 137, 76, 26, 'Male', 70.23420273143182, 1.6584905740190208, 0.066135737, 61, 25.53422269511248, 96.33333333333333, 'High Risk'),
(61419, 91, 12, '15:45.9', 37.18758571, 97.68153845104831, 117, 88, 55, 'Male', 56.47458305465036, 1.6392634323406619, 0.13481100043833216, 29, 21.01626477088526, 97.66666666666667, 'High Risk'),
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(61599, 69, 19, '15:45.9', 36.82422502, 97.65595945760319, 113, 78, 70, 'Female', 59.27735066491313, 1.995224689093648, 0.10376031490497936, 35, 14.890358870918583, 89.66666666666667, 'High Risk'),
(61600, 96, 15, '14:45.9', 36.33775800400735, 95.13801107000853, 136, 84, 26, 'Male', 50.238671682057614, 1.7553253438403984, 0.14983957876192197, 52, 16.30507877673164, 101.33333333333333, 'High Risk'),
(61601, 98, 13, '13:45.9', 37.24004519222659, 95.67031265279768, 125, 73, 19, 'Female', 73.01159998373815, 1.8480315281307387, 0.12669553013952428, 52, 21.378297349910728, 90.33333333333333, 'High Risk'),
(61602, 77, 14, '12:45.9', 37.20384296727127, 95.08513078, 134, 75, 37, 'Female', 85.05490933641973, 1.8728897958124475, 0.14712665403801295, 59, 24.24794504338109, 94.66666666666666, 'Low Risk'),
(61603, 61, 15, '11:45.9', 37.22841679467918, 95.98277543353194, 121, 72, 28, 'Female', 81.70831071638324, 1.8952624289466566, 0.073065958, 49, 22.747177944121447, 88.33333333333333, 'Low Risk'),
(61604, 63, 16, '10:45.9', 37.444115508340275, 99.65159347002269, 127, 83, 39, 'Male', 76.04019175920199, 1.996650674361578, 0.1088916126981381, 44, 19.073879079416194, 97.66666666666667, 'Low Risk'),
(61605, 91, 12, '09:45.9', 36.52931277574457, 99.79338462455962, 120, 74, 23, 'Male', 78.34665570059296, 1.5314840269251695, 0.092084299, 46, 33.40377270029086, 89.33333333333333, 'High Risk'),
(61606, 95, 12, '08:45.9', 36.87856558, 98.55415525660538, 136, 85, 42, 'Female', 61.792692581733284, 1.7210024805998123, 0.060465461, 51, 20.862873614655594, 102, 'High Risk'),
(61607, 89, 19, '07:45.9', 36.86980233, 97.10236658637736, 115, 77, 86, 'Female', 53.76683985183299, 1.5273344537459241, 0.086963625, 38, 23.04868826623842, 89.66666666666667, 'Low Risk'),
(61608, 85, 14, '06:45.9', 37.332716990336564, 99.26345607625085, 136, 83, 64, 'Male', 98.36709654, 1.8259311912629066, 0.078270054, 53, 29.504009401534557, 100.66666666666666, 'Low Risk'),
(61609, 66, 12, '05:45.9', 36.48362502, 96.51771616993699, 111, 81, 55, 'Male', 62.37217957825246, 1.9459133527694277, 0.12847686371563832, 30, 16.471908617237034, 91, 'High Risk'),
(61610, 76, 19, '04:45.9', 36.89281354577117, 95.64547545051379, 133, 89, 37, 'Female', 90.88745396263654, 1.8732457691330144, 0.06864474, 44, 25.900873864180575, 103.66666666666667, 'Low Risk'),
(61611, 76, 13, '03:45.9', 36.08475156263894, 99.45550515157707, 128, 78, 49, 'Male', 77.67677968855915, 1.8662445055630552, 0.097894469, 50, 22.30252978890344, 94.66666666666666, 'Low Risk'),
(61612, 92, 15, '02:45.9', 37.16210201258441, 99.21201702119217, 133, 80, 28, 'Female', 60.35382823383924, 1.9821146386970152, 0.073505635, 53, 15.361983156129586, 97.66666666666666, 'High Risk'),
(61613, 69, 18, '01:45.9', 36.32573734585719, 98.05426667119076, 128, 74, 85, 'Female', 93.75254576524333, 1.8049427863790535, 0.093170395, 54, 28.777707185304262, 92, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(61617, 89, 12, '57:45.9', 36.139906921983304, 99.23888437677026, 122, 81, 49, 'Male', 61.16465890490812, 1.8294475038620077, 0.12966141148633892, 41, 18.275137548885457, 94.66666666666667, 'High Risk'),
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(61619, 88, 12, '55:45.9', 36.87165547945639, 95.05592048, 112, 81, 36, 'Male', 77.85338407852386, 1.6448548724070315, 0.065727713, 31, 28.775463229858264, 91.33333333333333, 'Low Risk'),
(61620, 87, 15, '54:45.9', 36.69089582691043, 98.32004998787428, 110, 81, 47, 'Female', 78.03428980259658, 1.515541924, 0.096297283, 29, 33.97422612048078, 90.66666666666667, 'High Risk'),
(61621, 97, 17, '53:45.9', 36.27087689712829, 97.11074371268619, 120, 87, 48, 'Female', 73.53266675007798, 1.9335437534501885, 0.09636526, 33, 19.66854838305349, 98, 'High Risk'),
(61622, 97, 14, '52:45.9', 37.10725965708886, 98.94664718021383, 122, 84, 21, 'Male', 89.47309985864474, 1.5139618973596531, 0.072571724, 38, 39.03575590582408, 96.66666666666667, 'High Risk'),
(61623, 93, 16, '51:45.9', 36.55376517, 96.65050474032951, 112, 89, 62, 'Male', 79.87818317, 1.565673972253399, 0.13097357883266458, 23, 32.58558441769648, 96.66666666666667, 'High Risk'),
(61624, 60, 15, '50:45.9', 36.541076270711855, 97.86323398903629, 121, 77, 70, 'Male', 67.46150818722596, 1.9405006432330945, 0.1277036547052876, 44, 17.915480644041477, 91.66666666666667, 'High Risk'),
(61625, 64, 18, '49:45.9', 37.44320284263157, 99.93887304485978, 126, 71, 86, 'Male', 61.46690567129437, 1.8540626846597057, 0.11091405392652036, 55, 17.881029683898063, 89.33333333333333, 'High Risk'),
(61626, 93, 14, '48:45.9', 36.951060065581366, 96.53033873426688, 135, 71, 60, 'Female', 98.64284733, 1.6372346202086427, 0.078279069, 64, 36.799656154096375, 92.33333333333333, 'High Risk'),
(61627, 88, 12, '47:45.9', 36.973652182358876, 97.12877153652425, 134, 74, 37, 'Female', 68.71959642433998, 1.8524788686782003, 0.071382546, 60, 20.025071480303556, 94, 'Low Risk'),
(61628, 72, 15, '46:45.9', 36.003675555464746, 96.44812985373241, 129, 80, 83, 'Female', 67.79139904353059, 1.9850894382041575, 0.1008655142301049, 49, 17.20340602331313, 96.33333333333333, 'High Risk'),
(61629, 78, 13, '45:45.9', 36.331554909230945, 97.34479443, 114, 84, 39, 'Female', 62.45503254799754, 1.6667923528623474, 0.077918776, 30, 22.480421015120967, 94, 'Low Risk'),
(61630, 91, 14, '44:45.9', 36.68392678911788, 99.79246995028726, 133, 70, 71, 'Male', 51.90751850449977, 1.6753158745891008, 0.11123577100710191, 63, 18.494255793253682, 91, 'High Risk'),
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(61632, 78, 12, '42:45.9', 36.676732398955856, 99.98624443741986, 123, 70, 20, 'Female', 95.18118356562763, 1.6631414370091155, 0.11030323028994841, 53, 34.41063862160437, 87.66666666666666, 'High Risk'),
(61633, 61, 12, '41:45.9', 36.140447914194745, 97.16518901, 110, 71, 67, 'Male', 96.49916585186516, 1.7830108835523806, 0.09857507, 39, 30.35397492, 84, 'High Risk'),
(61634, 93, 15, '40:45.9', 36.26545323145253, 98.79635644022333, 128, 77, 35, 'Female', 63.830030993220156, 1.926703094314651, 0.13632883055411962, 51, 17.19473415188155, 94, 'High Risk'),
(61635, 81, 12, '39:45.9', 37.40247057518654, 96.31436104, 113, 85, 36, 'Female', 99.90739952282254, 1.7139212200475948, 0.063436794, 28, 34.01072919, 94.33333333333333, 'High Risk'),
(61636, 76, 16, '38:45.9', 36.918950963616744, 95.35474637273924, 125, 71, 25, 'Female', 82.88490884413093, 1.6357956641144489, 0.13533017673799297, 54, 30.975431056827944, 89, 'High Risk'),
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(61640, 63, 17, '34:45.9', 36.06065897235589, 97.68481328636979, 122, 85, 58, 'Male', 52.66245787306824, 1.9262150155921665, 0.067675197, 37, 14.193568454108553, 97.33333333333333, 'High Risk'),
(61641, 99, 17, '33:45.9', 37.07912543157234, 98.77869001502886, 139, 71, 34, 'Male', 57.460305817327004, 1.6889093347440165, 0.14820901888011007, 68, 20.144442879114813, 93.66666666666666, 'High Risk'),
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(61643, 63, 12, '31:45.9', 36.09621795235794, 99.69824997248351, 131, 79, 80, 'Male', 88.75086741060584, 1.6137561218862309, 0.068955224, 52, 34.079781428231335, 96.33333333333333, 'High Risk'),
(61644, 85, 16, '30:45.9', 36.29062536435682, 96.82574384384317, 115, 78, 50, 'Male', 76.06800154, 1.6680989806927797, 0.053514252, 37, 27.337473348847205, 90.33333333333333, 'Low Risk'),
(61645, 78, 16, '29:45.9', 37.31821692633584, 96.67753433959764, 112, 75, 76, 'Male', 68.41006498591045, 1.7191554770753552, 0.076485378, 37, 23.146732494668296, 87.33333333333333, 'Low Risk'),
(61646, 90, 14, '28:45.9', 36.952626521935905, 97.16655272245445, 119, 81, 18, 'Male', 54.63120965435648, 1.6687011890970622, 0.1014983534043063, 38, 19.619307135504364, 93.66666666666667, 'Low Risk'),
(61647, 85, 16, '27:45.9', 36.07616389796746, 97.03445871091556, 116, 74, 37, 'Male', 94.36217160793043, 1.687832789430824, 0.10179643109351565, 42, 33.12371869330681, 88, 'High Risk'),
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(61649, 98, 18, '25:45.9', 36.491305045807636, 96.38440654, 137, 87, 61, 'Male', 69.22237859054525, 1.666721315745662, 0.10808284669149537, 50, 24.918422143221132, 103.66666666666666, 'High Risk'),
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(61651, 84, 14, '23:45.9', 36.270153170747015, 98.61227099969018, 119, 77, 39, 'Male', 95.33830145966861, 1.765539965071889, 0.1280404880836652, 42, 30.58526901697506, 91, 'High Risk'),
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(61653, 71, 14, '21:45.9', 36.78664869848189, 96.15578477829048, 114, 79, 62, 'Male', 77.46510836100018, 1.5802998374960762, 0.079902061, 35, 31.018953506253514, 90.66666666666667, 'High Risk'),
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(61659, 89, 15, '15:45.9', 36.72388569456741, 99.70267330868334, 131, 76, 42, 'Male', 96.55072706548498, 1.789884229587954, 0.080810279, 55, 30.137391887578698, 94.33333333333333, 'High Risk'),
(61660, 61, 16, '14:45.9', 37.155831738648146, 96.12616708584392, 124, 83, 78, 'Male', 89.00116126366837, 1.5689654899752243, 0.074536473, 41, 36.1550437, 96.66666666666667, 'High Risk'),
(61661, 95, 13, '13:45.9', 37.04803640341052, 97.93808569080055, 110, 84, 38, 'Female', 95.60684357870718, 1.7856230793082146, 0.080103084, 26, 29.98536910874053, 92.66666666666667, 'High Risk'),
(61662, 73, 18, '12:45.9', 36.134775261074594, 95.82119495864752, 117, 87, 59, 'Male', 61.34228698233146, 1.8534018286531644, 0.10878510220024212, 30, 17.85750535745163, 97, 'High Risk'),
(61663, 62, 13, '11:45.9', 36.64253541290361, 98.07237116964326, 110, 80, 81, 'Male', 58.28653884020792, 1.9113499998331223, 0.064368811, 30, 15.954669976133557, 90, 'High Risk'),
(61664, 71, 19, '10:45.9', 37.36399463526306, 98.52208974410354, 139, 87, 58, 'Female', 82.95992581368424, 1.8114941756818186, 0.059995186, 52, 25.28101294151287, 104.33333333333333, 'Low Risk'),
(61665, 98, 16, '09:45.9', 36.76392204906898, 99.26535236565519, 110, 84, 67, 'Male', 77.83989404025672, 1.7702910474907574, 0.12450370947529273, 26, 24.83778651192921, 92.66666666666667, 'High Risk'),
(61666, 99, 12, '08:45.9', 37.45466684666637, 97.51540783848552, 130, 80, 37, 'Male', 73.72994299, 1.8123322887679423, 0.12090614149336736, 50, 22.447513538626698, 96.66666666666666, 'High Risk'),
(61667, 71, 15, '07:45.9', 37.21157188696246, 95.64351674763259, 125, 86, 34, 'Male', 92.62421822133727, 1.905062148136652, 0.088088373, 39, 25.521503717610635, 99, 'Low Risk'),
(61668, 61, 18, '06:45.9', 36.23063587460643, 98.73650965961158, 122, 85, 80, 'Female', 75.80737482259357, 1.9758842913245587, 0.065417529, 37, 19.41728210968258, 97.33333333333333, 'Low Risk'),
(61669, 87, 15, '05:45.9', 36.857953347503695, 99.50638784538869, 135, 75, 76, 'Female', 54.17959331634203, 1.5299935578447805, 0.053049726, 60, 23.14496542866786, 95, 'Low Risk'),
(61670, 67, 19, '04:45.9', 36.21810039635422, 99.97285657922863, 139, 83, 52, 'Male', 56.13627490624521, 1.9193970924200907, 0.095655547, 56, 15.237507246240385, 101.66666666666666, 'High Risk'),
(61671, 85, 15, '03:45.9', 36.36062387028047, 97.3162641, 121, 84, 77, 'Female', 57.91444354882858, 1.9276048780544646, 0.059549961, 37, 15.586580776602913, 96.33333333333333, 'High Risk'),
(61672, 71, 15, '02:45.9', 36.30813104039444, 98.11692899685843, 129, 85, 29, 'Male', 94.05753939006375, 1.646059854233311, 0.13954344940366264, 44, 34.71381679011124, 99.66666666666667, 'High Risk'),
(61673, 78, 17, '01:45.9', 36.98750000903797, 96.94852593170577, 135, 86, 65, 'Female', 96.55320902198171, 1.5900010089873675, 0.11885966577095254, 49, 38.191956995372024, 102.33333333333333, 'High Risk'),
(61674, 64, 19, '00:45.9', 37.28560062083707, 95.22246066509989, 125, 70, 77, 'Male', 91.83695664793505, 1.6968685557247103, 0.072941371, 55, 31.894887856761592, 88.33333333333333, 'High Risk'),
(61675, 70, 18, '59:45.9', 36.972914462478435, 95.23514408352194, 112, 80, 40, 'Female', 61.62527010815598, 1.6993772861842373, 0.10280845468517658, 32, 21.33925324427183, 90.66666666666667, 'Low Risk'),
(61676, 60, 18, '58:45.9', 36.26824766738899, 95.63326785703714, 110, 85, 63, 'Male', 66.84174176, 1.9459671917492414, 0.1487000439208476, 25, 17.651301384145857, 93.33333333333333, 'High Risk'),
(61677, 65, 13, '57:45.9', 36.69887105613006, 99.73807755, 113, 71, 84, 'Male', 54.96119225881722, 1.991510352261772, 0.076694666, 42, 13.857695321150121, 85, 'High Risk'),
(61678, 73, 19, '56:45.9', 37.008466186654836, 96.72449223502522, 126, 81, 89, 'Female', 63.59645238648841, 1.908852924211627, 0.14551017374285047, 45, 17.453718000550158, 96, 'High Risk'),
(61679, 99, 14, '55:45.9', 36.73282862792417, 95.72536900527334, 134, 84, 77, 'Female', 73.19425774507911, 1.8768549569618898, 0.079369257, 50, 20.778566740608927, 100.66666666666666, 'High Risk'),
(61680, 84, 13, '54:45.9', 37.15160037543021, 98.93133437, 115, 79, 26, 'Female', 95.15308468170164, 1.7579416921670026, 0.051210785987699105, 36, 30.79030135185511, 91, 'High Risk'),
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(61858, 73, 14, '56:45.9', 37.01615253, 99.78510182406713, 113, 89, 85, 'Female', 87.68429621833135, 1.5264026413141967, 0.067629406, 24, 37.63427922480827, 97, 'High Risk'),
(61859, 98, 16, '55:45.9', 37.102155273817715, 97.85516294986309, 124, 72, 35, 'Female', 77.39106709518299, 1.6153452387196872, 0.11512201092920372, 52, 29.659247154230364, 89.33333333333333, 'High Risk'),
(61860, 96, 15, '54:45.9', 36.40463722705036, 97.81174031352073, 113, 85, 19, 'Female', 62.24940890029286, 1.6002993002482646, 0.075906062, 28, 24.307080607037573, 94.33333333333333, 'High Risk'),
(61861, 64, 13, '53:45.9', 36.72743762378408, 99.97386462194953, 124, 81, 87, 'Female', 75.49508015930121, 1.522865208019939, 0.092086924, 43, 32.55335251475251, 95.33333333333333, 'High Risk'),
(61862, 99, 17, '52:45.9', 36.50482857023575, 98.27342221492478, 117, 84, 30, 'Female', 93.06067726, 1.9082122179690202, 0.10410617848786116, 33, 25.55717603685615, 95, 'High Risk'),
(61863, 83, 15, '51:45.9', 36.37240807812781, 97.84837267, 126, 82, 32, 'Female', 68.68162888546338, 1.692667293948929, 0.11902435543425312, 44, 23.971619801697138, 96.66666666666667, 'Low Risk'),
(61864, 78, 13, '50:45.9', 36.56468598468347, 95.75377338184089, 119, 89, 73, 'Male', 81.05887138144935, 1.6236466767909687, 0.1153978696042682, 30, 30.74804419517831, 99, 'High Risk'),
(61865, 72, 17, '49:45.9', 36.03584527325773, 95.82567851947475, 134, 82, 23, 'Male', 81.33313305112128, 1.8754418084476332, 0.078749264, 52, 23.12385915769596, 99.33333333333333, 'Low Risk'),
(61866, 83, 18, '48:45.9', 37.164284463449526, 98.58366947652796, 133, 72, 59, 'Female', 81.15990589564882, 1.6579779414320734, 0.05452787, 61, 29.524601083895792, 92.33333333333333, 'Low Risk'),
(61867, 73, 16, '47:45.9', 36.18508622335054, 99.02067054048946, 117, 74, 29, 'Male', 87.11165986597854, 1.9095583531954379, 0.077680611, 43, 23.88968484241266, 88.33333333333333, 'Low Risk'),
(61868, 88, 15, '46:45.9', 36.87072332583142, 98.49084279041801, 121, 88, 28, 'Male', 60.02415665, 1.673397449056265, 0.10103289929044118, 33, 21.435215872696105, 99, 'Low Risk'),
(61869, 90, 16, '45:45.9', 36.13834548198239, 97.31770023452151, 120, 72, 63, 'Female', 59.07583561, 1.5823724882713128, 0.11085793817906603, 48, 23.59350297838444, 88, 'Low Risk'),
(61870, 68, 16, '44:45.9', 37.42232127, 98.71057175205723, 114, 85, 63, 'Female', 51.19321448278791, 1.7551862935122768, 0.069239087, 29, 16.61751053264833, 94.66666666666667, 'High Risk'),
(61871, 67, 15, '43:45.9', 36.336556971580556, 95.00369259, 128, 81, 23, 'Female', 61.51292714035492, 1.9271817647765506, 0.055045745, 47, 16.56231492989481, 96.66666666666667, 'High Risk'),
(61872, 90, 19, '42:45.9', 36.715145009401866, 99.45954001090992, 119, 76, 75, 'Female', 59.26052128671759, 1.5141774173870732, 0.12516816865290536, 43, 25.84710683306508, 90.33333333333333, 'Low Risk'),
(61873, 71, 15, '41:45.9', 36.50984918854292, 95.74115696520394, 115, 87, 87, 'Male', 74.79083399777764, 1.7044623470879383, 0.12132224205252388, 28, 25.743853336242235, 96.33333333333333, 'Low Risk'),
(61874, 90, 14, '40:45.9', 37.31448574868324, 96.56650759, 138, 79, 41, 'Female', 82.10369428711181, 1.995871864145012, 0.08714562, 59, 20.610920441176255, 98.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(61876, 64, 19, '38:45.9', 36.38418271925412, 95.48246729247064, 116, 78, 42, 'Male', 63.10149286029615, 1.6844406881405276, 0.05155233, 38, 22.239662238505595, 90.66666666666667, 'Low Risk'),
(61877, 64, 14, '37:45.9', 37.41883238416884, 96.46344958145426, 111, 82, 54, 'Female', 53.93416944, 1.525340456664273, 0.091102763, 29, 23.180906578805523, 91.66666666666667, 'Low Risk'),
(61878, 81, 18, '36:45.9', 36.61822926340065, 98.22356596899387, 110, 85, 59, 'Female', 76.49633116, 1.5046994496018176, 0.093025807, 25, 33.78633486968845, 93.33333333333333, 'High Risk'),
(61879, 60, 12, '35:45.9', 36.115298078470104, 98.98585726031109, 125, 76, 72, 'Male', 89.31452501081048, 1.6633008120003656, 0.11074444214804516, 49, 32.28349118521019, 92.33333333333333, 'High Risk'),
(61880, 73, 14, '34:45.9', 37.245837663763574, 96.26908180152412, 112, 86, 27, 'Male', 59.339215906901465, 1.6038446389482184, 0.067515777, 26, 23.06838599938973, 94.66666666666667, 'Low Risk'),
(61881, 97, 17, '33:45.9', 36.86396952, 95.53205339568801, 131, 74, 52, 'Female', 97.98059145507753, 1.750157585223584, 0.1431077078294855, 57, 31.987901318754005, 93, 'High Risk'),
(61882, 62, 12, '32:45.9', 37.040466229486256, 97.70260111184297, 112, 72, 45, 'Female', 89.13246335364586, 1.5559063032682754, 0.07354022, 40, 36.81874904878124, 85.33333333333333, 'High Risk'),
(61883, 88, 12, '31:45.9', 36.849630962812164, 95.64371693969501, 129, 87, 79, 'Male', 94.08430359564633, 1.8947511876200602, 0.06975843, 42, 26.206727853276526, 101, 'Low Risk'),
(61884, 76, 15, '30:45.9', 37.438842735175754, 98.81295518722688, 137, 74, 52, 'Male', 78.56262181838687, 1.6777917297119214, 0.050365737, 63, 27.90871686859221, 95, 'Low Risk'),
(61885, 77, 17, '29:45.9', 36.962817459185985, 99.27146779862865, 131, 82, 37, 'Male', 68.57653825470462, 1.5992495503786759, 0.093702229, 49, 26.812856479670977, 98.33333333333333, 'Low Risk'),
(61886, 90, 14, '28:45.9', 37.31674554062216, 96.28083694, 126, 82, 47, 'Female', 83.15300277263898, 1.9548785355524523, 0.14062019890240463, 44, 21.758972364938852, 96.66666666666667, 'Low Risk'),
(61887, 72, 12, '27:45.9', 36.95388368334849, 97.12570054558839, 125, 79, 38, 'Male', 51.18859124903975, 1.9167685046760612, 0.054429794610713435, 46, 13.932653876657698, 94.33333333333333, 'High Risk'),
(61888, 77, 18, '26:45.9', 36.99222958385728, 98.22656206504904, 117, 75, 26, 'Male', 98.50911113875704, 1.7307215209172027, 0.13569734564031766, 42, 32.886829925700255, 89, 'High Risk'),
(61889, 97, 12, '25:45.9', 36.14579827053179, 97.25787412689928, 116, 78, 64, 'Male', 70.27568801288359, 1.5514953412150254, 0.07666101, 38, 29.194709249110105, 90.66666666666667, 'High Risk'),
(61890, 67, 15, '24:45.9', 36.66824367760717, 96.18273734720461, 127, 87, 87, 'Female', 77.38518186674435, 1.8762615761541466, 0.075329354, 40, 21.98219408665993, 100.33333333333333, 'Low Risk'),
(61891, 72, 13, '23:45.9', 36.81378983451922, 97.37926314773448, 137, 75, 32, 'Female', 51.10108737796749, 1.5532988718349885, 0.12204493244653382, 62, 21.179713834791375, 95.66666666666666, 'Low Risk'),
(61892, 84, 13, '22:45.9', 36.35479543425048, 95.89499710040619, 129, 87, 86, 'Female', 94.13174397027744, 1.7981827656801883, 0.061862499, 42, 29.111758711939686, 101, 'Low Risk'),
(61893, 68, 15, '21:45.9', 36.71246569919797, 96.12545079820895, 132, 82, 22, 'Male', 64.10221497307172, 1.8910762297615804, 0.13244148063779837, 50, 17.92482667186189, 98.66666666666666, 'High Risk'),
(61894, 60, 17, '20:45.9', 37.37500851427616, 98.74445106, 131, 71, 80, 'Male', 78.30539424, 1.5054823120687435, 0.087569229, 60, 34.54938855199796, 91, 'High Risk'),
(61895, 98, 13, '19:45.9', 36.370009563059426, 98.38162171775365, 123, 82, 26, 'Female', 52.96076315149487, 1.7655237496520386, 0.10385689674815399, 41, 16.99053704614957, 95.66666666666667, 'High Risk'),
(61896, 78, 14, '18:45.9', 36.85824032031001, 99.39518974946131, 139, 88, 23, 'Female', 73.29295781149375, 1.6243005068508243, 0.12444534581855268, 51, 27.779823927207755, 105, 'Low Risk'),
(61897, 81, 17, '17:45.9', 36.68980559519868, 98.01210798900121, 126, 88, 67, 'Male', 54.13809441809593, 1.6299410509646226, 0.071441786, 38, 20.377887931262087, 100.66666666666667, 'Low Risk'),
(61898, 85, 15, '16:45.9', 36.75746164277677, 95.71718969441324, 135, 72, 60, 'Male', 59.13075746043049, 1.578379460250183, 0.099048457, 63, 23.73507458948546, 93, 'Low Risk'),
(61899, 81, 19, '15:45.9', 37.322968575433286, 99.28610130993012, 131, 81, 78, 'Female', 68.86021582775325, 1.6843972132876008, 0.10966597949100756, 50, 24.270535079429866, 97.66666666666666, 'Low Risk'),
(61900, 78, 15, '14:45.9', 36.02366744, 98.36244279533325, 118, 72, 69, 'Female', 50.37698919363784, 1.7384745142563245, 0.11717033130156855, 46, 16.668462846095593, 87.33333333333333, 'High Risk'),
(61901, 79, 18, '13:45.9', 36.589195891313224, 99.81792174596006, 137, 89, 42, 'Female', 58.14549702271926, 1.7574980346071472, 0.12874171555414493, 48, 18.82462749804154, 105, 'Low Risk'),
(61902, 89, 15, '12:45.9', 36.61012372982729, 98.52615540751081, 126, 84, 81, 'Female', 82.92866758253652, 1.5127312965026494, 0.1324925601578676, 42, 36.23940876041683, 98, 'High Risk'),
(61903, 63, 16, '11:45.9', 36.708274172401865, 95.64070046578912, 123, 83, 85, 'Male', 64.46389149756702, 1.8114434707723794, 0.11182280128016119, 40, 19.645674661549304, 96.33333333333333, 'Low Risk'),
(61904, 90, 18, '10:45.9', 36.358726517542365, 97.45908711994682, 130, 80, 79, 'Male', 99.95164650332568, 1.782711483, 0.070177905, 50, 31.45051987044976, 96.66666666666666, 'High Risk'),
(61905, 63, 12, '09:45.9', 37.137484687653306, 97.16180120808876, 129, 73, 35, 'Male', 78.15338898505314, 1.962081174703815, 0.1374935529233855, 56, 20.300833688219168, 91.66666666666666, 'Low Risk'),
(61906, 99, 19, '08:45.9', 37.14916572109616, 98.92297690466394, 139, 89, 88, 'Male', 99.83338370414218, 1.8904976183352193, 0.14451969233404804, 50, 27.933382091954925, 105.66666666666666, 'High Risk'),
(61907, 80, 16, '07:45.9', 36.29173618085144, 99.53267539, 117, 86, 49, 'Male', 57.327149399302385, 1.6710816031036215, 0.12201654474731395, 31, 20.52886934873758, 96.33333333333333, 'Low Risk'),
(61908, 66, 16, '06:45.9', 37.29284960712381, 98.25223185510524, 112, 78, 34, 'Male', 63.126901672087676, 1.5024993973093936, 0.052869514338856595, 34, 27.963135125627986, 89.33333333333333, 'Low Risk'),
(61909, 82, 13, '05:45.9', 36.47256126936764, 98.05480086270764, 110, 87, 82, 'Female', 50.16256228137966, 1.6719116558886056, 0.065571397, 23, 17.945396603711913, 94.66666666666667, 'High Risk'),
(61910, 74, 15, '04:45.9', 36.13431734218011, 97.45052308593425, 133, 83, 69, 'Male', 69.00102525300669, 1.8434637765900979, 0.092230869, 50, 20.304220782329065, 99.66666666666666, 'Low Risk'),
(61911, 70, 16, '03:45.9', 37.161439833857784, 97.23729833, 128, 84, 70, 'Female', 71.75730804200126, 1.5522553623950688, 0.091592776, 44, 29.781035907491365, 98.66666666666667, 'Low Risk'),
(61912, 82, 13, '02:45.9', 36.74988405222261, 96.60349234147124, 129, 87, 33, 'Female', 51.875247650023496, 1.6541418862930297, 0.1116280409690395, 42, 18.958966753280023, 101, 'Low Risk'),
(61913, 61, 18, '01:45.9', 37.14680932000569, 97.43130970968346, 135, 75, 34, 'Female', 89.52642812, 1.5201114211791455, 0.080950705, 60, 38.74363935951359, 95, 'High Risk'),
(61914, 90, 19, '00:45.9', 36.93989413201874, 95.53560648391358, 127, 71, 62, 'Male', 80.53050226163742, 1.9050859222710206, 0.058961843877297526, 56, 22.188670050306914, 89.66666666666666, 'Low Risk'),
(61915, 60, 12, '59:45.9', 37.15846131662448, 98.13348361582806, 120, 83, 41, 'Female', 90.97402694489466, 1.9936831815890734, 0.069354232, 37, 22.88785685, 95.33333333333333, 'Low Risk'),
(61916, 76, 16, '58:45.9', 36.57307097, 99.99248968384669, 131, 78, 24, 'Female', 99.38170666047692, 1.8181781813337707, 0.1453068745744936, 53, 30.063086533039296, 95.66666666666666, 'High Risk'),
(61917, 78, 18, '57:45.9', 37.41957163384173, 96.92778882377928, 117, 83, 81, 'Female', 54.61490417090133, 1.9724396394597496, 0.14435142451458016, 34, 14.037951328730099, 94.33333333333333, 'High Risk'),
(61918, 64, 13, '56:45.9', 36.72079042612587, 98.06390221881767, 134, 77, 61, 'Female', 86.98371237275816, 1.6254812048705012, 0.060886491, 57, 32.92107700115736, 96, 'High Risk'),
(61919, 61, 16, '55:45.9', 36.55586832683116, 99.76142840827563, 119, 75, 87, 'Male', 93.06024654937102, 1.8211548591735731, 0.099664319, 44, 28.058887313251507, 89.66666666666667, 'Low Risk'),
(61920, 81, 16, '54:45.9', 36.52942166879659, 97.77726318850361, 136, 71, 40, 'Male', 83.02434153, 1.659226289845639, 0.1268612854143965, 65, 30.157421026812283, 92.66666666666666, 'High Risk'),
(61921, 61, 16, '53:45.9', 37.14338789841522, 98.37951446341071, 122, 78, 45, 'Male', 70.89705539108844, 1.8220201509693257, 0.077355642, 44, 21.356095098668938, 92.66666666666667, 'Low Risk'),
(61922, 60, 13, '52:45.9', 37.086090763991756, 95.2381206, 126, 82, 62, 'Male', 72.62398520317812, 1.6579034028691944, 0.11096700443818136, 44, 26.421753165625052, 96.66666666666667, 'Low Risk'),
(61923, 81, 15, '51:45.9', 36.685367537775356, 96.68152584669178, 126, 82, 37, 'Male', 92.58615214144197, 1.8864895660494674, 0.11576171947226456, 44, 26.015802099205434, 96.66666666666667, 'Low Risk'),
(61924, 89, 14, '50:45.9', 36.43169204, 95.95559536861695, 124, 70, 50, 'Female', 79.42985737316195, 1.7137147431154909, 0.10574339654893666, 54, 27.046228742172094, 88, 'Low Risk'),
(61925, 75, 19, '49:45.9', 37.17366999602045, 98.05319776571322, 136, 70, 84, 'Male', 80.48939917523181, 1.8306056763951224, 0.083554392, 66, 24.018676684153455, 92, 'Low Risk'),
(61926, 71, 12, '48:45.9', 36.80022845683697, 95.21245243, 124, 70, 44, 'Male', 87.18972550251814, 1.9787528743941367, 0.14369963036677735, 54, 22.268050262472308, 88, 'Low Risk'),
(61927, 68, 12, '47:45.9', 36.010520892271145, 97.08966820642985, 130, 84, 44, 'Female', 50.58046334362953, 1.8855202709467778, 0.11736468422093026, 46, 14.227231288667928, 99.33333333333333, 'High Risk'),
(61928, 60, 14, '46:45.9', 36.458520118532086, 99.44276065481664, 110, 83, 49, 'Male', 50.625274291079435, 1.6227584213650155, 0.11524185830353592, 27, 19.22470330578126, 92, 'Low Risk'),
(61929, 61, 17, '45:45.9', 36.23748475811784, 97.43086392542814, 123, 87, 71, 'Female', 91.71831498, 1.8011342427447845, 0.1295531750029878, 36, 28.27247973, 99, 'Low Risk'),
(61930, 75, 16, '44:45.9', 36.416749388672834, 97.84080561633026, 113, 85, 74, 'Female', 59.234277252241995, 1.834632597, 0.14380424541112707, 28, 17.59846880463794, 94.33333333333333, 'High Risk'),
(61931, 76, 14, '43:45.9', 36.44332491192144, 98.45888339, 122, 88, 69, 'Male', 65.54858274746363, 1.943594183738038, 0.071497952, 34, 17.352103304788045, 99.33333333333333, 'High Risk'),
(61932, 69, 15, '42:45.9', 36.91588809358842, 95.52006919071344, 116, 84, 33, 'Female', 51.85045455189654, 1.8963541685694212, 0.13911738038879862, 32, 14.418287022153864, 94.66666666666667, 'High Risk'),
(61933, 64, 12, '41:45.9', 37.247536918177765, 98.34608712982538, 130, 86, 68, 'Female', 60.16937460882328, 1.9206040463373997, 0.074424105, 44, 16.31172227607377, 100.66666666666667, 'High Risk'),
(61934, 65, 12, '40:45.9', 37.22017802072921, 98.80958011573327, 137, 77, 23, 'Male', 72.47443525021492, 1.9785997497935954, 0.14647559700500506, 60, 18.51266490902623, 97, 'Low Risk'),
(61935, 94, 13, '39:45.9', 37.17684512, 97.20407283985348, 125, 81, 64, 'Male', 59.58402185018919, 1.5669400435508498, 0.14081596887460035, 44, 24.267500979074057, 95.66666666666667, 'High Risk'),
(61936, 68, 12, '38:45.9', 37.43557926635014, 97.64865235551238, 123, 87, 28, 'Female', 88.29449153, 1.6448300144712877, 0.0689015, 36, 32.63559727587606, 99, 'High Risk'),
(61937, 81, 19, '37:45.9', 36.64562572, 99.32018542806088, 120, 77, 64, 'Female', 78.60873305148908, 1.8611426725400337, 0.062658421, 43, 22.694021561083044, 91.33333333333333, 'Low Risk'),
(61938, 80, 14, '36:45.9', 36.46591099594184, 99.34243558794923, 124, 83, 79, 'Female', 65.01703668952092, 1.8242659789142968, 0.051546853, 41, 19.53668407500514, 96.66666666666667, 'Low Risk'),
(61939, 93, 13, '35:45.9', 36.61532267730082, 96.84689954372752, 121, 77, 37, 'Male', 55.88319507894983, 1.7898230813097213, 0.051878583, 44, 17.444600168641752, 91.66666666666667, 'High Risk'),
(61940, 64, 18, '34:45.9', 36.429392566493846, 97.02737623626194, 126, 84, 66, 'Male', 66.62142332331918, 1.8422393202704992, 0.10717159750970694, 42, 19.63006835141911, 98, 'Low Risk'),
(61941, 71, 18, '33:45.9', 36.793899762226545, 95.51139367663825, 117, 85, 68, 'Male', 76.07759344117633, 1.5026083290065246, 0.081327667, 32, 33.69497841453714, 95.66666666666667, 'High Risk'),
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(62120, 68, 13, '34:45.9', 36.55171901574822, 96.26522800607495, 133, 89, 18, 'Female', 72.27790668245326, 1.6930585333938217, 0.1220059056071805, 44, 25.21515370858765, 103.66666666666667, 'Low Risk'),
(62121, 64, 16, '33:45.9', 36.11605989670535, 98.79423335607392, 112, 75, 66, 'Male', 53.01191724518897, 1.5075806572397632, 0.11429416320720424, 37, 23.324502970614482, 87.33333333333333, 'Low Risk'),
(62122, 78, 16, '32:45.9', 37.17120293754999, 95.36204975, 110, 84, 34, 'Female', 87.54301472299983, 1.6587225282763316, 0.074851222, 26, 31.818083120528208, 92.66666666666667, 'High Risk'),
(62123, 79, 19, '31:45.9', 36.34040656114877, 95.80776130942101, 117, 75, 22, 'Male', 89.02170657379125, 1.6350299333101264, 0.14837866767329855, 42, 33.30002041499802, 89, 'High Risk'),
(62124, 84, 16, '30:45.9', 37.06047844, 98.32219965232225, 132, 85, 34, 'Male', 90.85741529949628, 1.7412481423694743, 0.053056957, 47, 29.966708665047744, 100.66666666666667, 'Low Risk'),
(62125, 83, 15, '29:45.9', 37.12791204270533, 98.05062777791568, 116, 80, 56, 'Male', 57.334503356447975, 1.9319973172155271, 0.087216744, 36, 15.360417386458622, 92, 'High Risk'),
(62126, 85, 19, '28:45.9', 36.10471834559327, 96.23828525175604, 122, 71, 41, 'Male', 61.21393765314804, 1.6651661458935672, 0.1283366715113925, 51, 22.076751609817304, 88, 'Low Risk'),
(62127, 73, 16, '27:45.9', 36.40650870504934, 99.88533823757143, 121, 74, 18, 'Male', 96.07203755, 1.5282926509025225, 0.09349179, 47, 41.13239068, 89.66666666666667, 'High Risk'),
(62128, 90, 12, '26:45.9', 37.101965447119994, 99.25986001283228, 125, 78, 55, 'Male', 65.28468733092193, 1.8995004885227846, 0.10978083020965163, 47, 18.093913479942444, 93.66666666666667, 'High Risk'),
(62129, 82, 12, '25:45.9', 36.80668683610427, 98.01442404898847, 129, 76, 33, 'Male', 99.44706063135865, 1.5085967001184886, 0.060432086662910514, 53, 43.69639858694758, 93.66666666666666, 'High Risk'),
(62130, 75, 19, '24:45.9', 37.07089110763745, 97.07017338468141, 115, 78, 23, 'Male', 85.1602206, 1.626173620658486, 0.12710739971090113, 37, 32.20349104, 90.33333333333333, 'High Risk'),
(62131, 84, 18, '23:45.9', 36.93965351266726, 99.36371210945941, 139, 78, 22, 'Male', 87.40128969687294, 1.514909788, 0.068491883, 61, 38.084152704211256, 98.33333333333333, 'High Risk'),
(62132, 87, 12, '22:45.9', 37.16571042873229, 98.14500027211875, 115, 86, 55, 'Male', 61.744870806978895, 1.6529020567347614, 0.058887119994263874, 29, 22.59990669398189, 95.66666666666667, 'Low Risk'),
(62133, 77, 13, '21:45.9', 36.70791363157103, 95.59838312663267, 136, 86, 68, 'Female', 72.76046605822549, 1.6876567891402683, 0.087968785, 50, 25.54625309476849, 102.66666666666666, 'Low Risk'),
(62134, 60, 14, '20:45.9', 36.53314550455014, 99.61751982491474, 126, 89, 63, 'Male', 93.80479388007038, 1.5882749287020554, 0.083664197, 37, 37.18550402837332, 101.33333333333333, 'High Risk'),
(62135, 68, 16, '19:45.9', 36.76305799456746, 96.13582776779275, 117, 77, 27, 'Male', 58.98210848680642, 1.737253249378805, 0.12234098496522729, 40, 19.543125830582184, 90.33333333333333, 'Low Risk'),
(62136, 64, 18, '18:45.9', 36.62283421487325, 95.91071783588836, 126, 83, 43, 'Female', 76.05139421247449, 1.609641768472967, 0.077494084, 43, 29.35274449224727, 97.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(62138, 87, 19, '16:45.9', 37.35809634756674, 96.33791877910387, 120, 75, 50, 'Female', 78.66343304043193, 1.936730037231809, 0.05012077, 45, 20.97175230408502, 90, 'Low Risk'),
(62139, 84, 18, '15:45.9', 36.04102592752532, 96.19101038771419, 122, 88, 71, 'Male', 69.79161064032341, 1.5376543479635931, 0.08637562, 34, 29.517921931698783, 99.33333333333333, 'Low Risk'),
(62140, 60, 19, '14:45.9', 37.179891998521626, 97.05136280972066, 116, 77, 85, 'Male', 91.71091784235716, 1.5716565803944245, 0.075069149, 39, 37.128356839372856, 90, 'High Risk'),
(62141, 78, 15, '13:45.9', 36.22232713861791, 99.82908079740614, 125, 84, 23, 'Female', 51.87291333121485, 1.5294396268840749, 0.050570413, 41, 22.17562981998956, 97.66666666666667, 'Low Risk'),
(62142, 96, 18, '12:45.9', 37.28095202477626, 96.93666991762048, 137, 83, 41, 'Female', 94.96568855863285, 1.5798853608453927, 0.06231518, 54, 38.04657538883695, 101, 'High Risk'),
(62143, 64, 17, '11:45.9', 36.50613987609827, 98.97009655859398, 125, 77, 89, 'Female', 61.76488233949363, 1.5061897017347767, 0.051909428, 48, 27.225901608182138, 93, 'Low Risk'),
(62144, 86, 17, '10:45.9', 36.59809301737486, 96.83335322468312, 112, 78, 71, 'Female', 70.78041229233727, 1.7636529389838984, 0.097274199, 34, 22.75552371635568, 89.33333333333333, 'Low Risk'),
(62145, 94, 14, '09:45.9', 36.688073665588945, 97.50595824638594, 132, 75, 24, 'Female', 51.29204828557905, 1.9245105973554053, 0.14049410600637907, 57, 13.84871343348901, 94, 'High Risk'),
(62146, 94, 19, '08:45.9', 37.183516418661625, 98.21384656031333, 131, 83, 30, 'Male', 91.17674511841696, 1.7920989294615834, 0.0826222, 48, 28.389655572919082, 99, 'High Risk'),
(62147, 95, 12, '07:45.9', 36.10503245, 98.52322130210219, 132, 78, 81, 'Female', 68.10897524272966, 1.7938208839792416, 0.059453895, 54, 21.16636077659631, 96, 'High Risk'),
(62148, 76, 16, '06:45.9', 37.33690505194347, 99.21647231038392, 130, 72, 38, 'Male', 63.68904848513816, 1.654363669045916, 0.081436381, 58, 23.270343407011456, 91.33333333333333, 'Low Risk'),
(62149, 73, 18, '05:45.9', 36.00618951071099, 95.26861154272565, 128, 71, 78, 'Male', 58.08570804522892, 1.520859381574794, 0.137641613, 57, 25.11257029382246, 90, 'Low Risk'),
(62150, 96, 12, '04:45.9', 36.31685726468088, 95.61261232453916, 116, 89, 26, 'Female', 53.13275721, 1.6955959967423597, 0.11183580838618681, 27, 18.480664727672007, 98, 'High Risk'),
(62151, 74, 13, '03:45.9', 36.45234001527118, 99.30468805869573, 119, 80, 34, 'Male', 75.55363744199987, 1.5256036643045976, 0.081135735, 39, 32.46175020178078, 93, 'High Risk'),
(62152, 80, 17, '02:45.9', 36.79318828215676, 96.31252323420523, 122, 75, 72, 'Female', 62.09845206499845, 1.9210057335870618, 0.1470169311598889, 47, 16.82764929920762, 90.66666666666667, 'High Risk'),
(62153, 75, 18, '01:45.9', 37.36137519757045, 98.20776596023839, 116, 82, 46, 'Female', 90.85892630380351, 1.8931763676214548, 0.10022197152834772, 34, 25.350437057517265, 93.33333333333333, 'Low Risk'),
(62154, 90, 19, '00:45.9', 37.27298326926354, 99.95453488, 127, 74, 42, 'Female', 89.76895264962008, 1.8797658651916807, 0.11064917807975036, 53, 25.404967304387466, 91.66666666666666, 'Low Risk'),
(62155, 73, 19, '59:45.9', 36.73944912564369, 95.87103336775914, 117, 82, 84, 'Male', 63.95214961918257, 1.5602614304214897, 0.12823902053982933, 35, 26.27001986, 93.66666666666667, 'Low Risk'),
(62156, 73, 15, '58:45.9', 36.679282529962855, 99.68922727942457, 134, 71, 77, 'Male', 70.06447981311005, 1.9479669002384201, 0.072774066, 63, 18.464381121163647, 92, 'High Risk'),
(62157, 77, 16, '57:45.9', 37.09383086441312, 99.92399158, 133, 80, 62, 'Female', 96.42538737518343, 1.7060734593360902, 0.13323605633253882, 53, 33.12805499687598, 97.66666666666666, 'High Risk'),
(62158, 93, 13, '56:45.9', 36.174333415162586, 99.08264814367405, 135, 88, 28, 'Male', 92.76101254896122, 1.8067861402237524, 0.08287297, 47, 28.41528260640835, 103.66666666666667, 'High Risk'),
(62159, 72, 17, '55:45.9', 36.22680626663182, 99.69671069367685, 116, 74, 37, 'Male', 65.66701213355496, 1.6827750353736304, 0.13867680225593054, 42, 23.18970026654984, 88, 'Low Risk'),
(62160, 88, 16, '54:45.9', 37.34996121720742, 98.06900784971842, 134, 74, 74, 'Male', 67.95300805526784, 1.658800943633175, 0.11337592029416309, 60, 24.695631651166266, 94, 'Low Risk'),
(62161, 66, 18, '53:45.9', 36.19952679, 95.96366334677404, 113, 71, 38, 'Female', 67.43912374952203, 1.6245369067896425, 0.100839531, 42, 25.55363894861009, 85, 'Low Risk'),
(62162, 65, 15, '52:45.9', 37.49622446838544, 99.66892073793888, 121, 82, 34, 'Male', 69.02215121463043, 1.7339765129190146, 0.10618033825921211, 39, 22.956309413453077, 95, 'Low Risk'),
(62163, 78, 12, '51:45.9', 36.20480476005281, 96.72760399883487, 118, 73, 83, 'Male', 79.57472489, 1.7849039633528014, 0.071857129, 45, 24.977297005363642, 88, 'Low Risk'),
(62164, 90, 12, '50:45.9', 36.06303281599886, 99.68338895522936, 119, 86, 58, 'Male', 63.41109333083547, 1.645567208, 0.079163485, 33, 23.417147560278462, 97, 'Low Risk'),
(62165, 99, 15, '49:45.9', 37.13520650209665, 97.42381221583666, 125, 86, 20, 'Male', 71.91583131, 1.7782468296912022, 0.108204337, 39, 22.74261601623216, 99, 'High Risk'),
(62166, 95, 17, '48:45.9', 37.34446180987472, 98.49144828602135, 134, 88, 68, 'Female', 58.80252009462104, 1.7344482023300725, 0.06530233, 46, 19.546692003194334, 103.33333333333333, 'High Risk'),
(62167, 81, 19, '47:45.9', 36.74751780072361, 98.67363211055363, 138, 77, 19, 'Male', 70.85501988, 1.9571782376693254, 0.13762332599885638, 61, 18.49736507197599, 97.33333333333333, 'High Risk'),
(62168, 74, 13, '46:45.9', 36.07480521636127, 96.75644785690335, 128, 78, 86, 'Female', 62.00013991979164, 1.537754075754125, 0.066747548, 50, 26.219167379818334, 94.66666666666666, 'Low Risk'),
(62169, 77, 13, '45:45.9', 36.85050505, 97.52184806561982, 123, 81, 64, 'Female', 57.426027585125624, 1.7008997396314913, 0.1237787594983173, 42, 19.849581096889167, 95, 'Low Risk'),
(62170, 91, 17, '44:45.9', 36.34771834705239, 99.15614852, 115, 87, 48, 'Male', 75.87017306232545, 1.6485530555456784, 0.078685326, 28, 27.916773142585903, 96.33333333333333, 'High Risk'),
(62171, 99, 13, '43:45.9', 36.81701501319279, 99.99526467670549, 135, 71, 83, 'Female', 87.30528351034188, 1.6349210555767795, 0.097374838, 64, 32.66231425581618, 92.33333333333333, 'High Risk'),
(62172, 67, 19, '42:45.9', 36.63976137297106, 97.48958101277357, 126, 73, 52, 'Female', 69.27972810007444, 1.9224851561661738, 0.0992016, 53, 18.74477294113265, 90.66666666666666, 'Low Risk'),
(62173, 64, 18, '41:45.9', 37.262155280888436, 98.25538473423453, 121, 73, 62, 'Male', 62.44818645312214, 1.9765852819555934, 0.056417793, 48, 15.98411944378534, 89, 'High Risk'),
(62174, 70, 17, '40:45.9', 36.92208804452075, 95.00399861, 119, 78, 74, 'Male', 62.676616289875284, 1.757404939715756, 0.1366572769738304, 41, 20.29372901, 91.66666666666667, 'Low Risk'),
(62175, 83, 17, '39:45.9', 36.01489380036254, 95.65187029621389, 131, 76, 32, 'Female', 57.61218888180988, 1.509427568647928, 0.12060996143648857, 55, 25.28656399212932, 94.33333333333333, 'Low Risk'),
(62176, 88, 17, '38:45.9', 37.24830393151012, 95.93122300728645, 116, 88, 36, 'Female', 59.725089312578774, 1.5741471943903036, 0.1355243807534763, 28, 24.10272404687607, 97.33333333333333, 'Low Risk'),
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(62178, 89, 17, '36:45.9', 36.17072786452048, 95.99509052860927, 117, 77, 86, 'Female', 98.41246022958921, 1.9037796100906519, 0.091855858, 40, 27.15293291980344, 90.33333333333333, 'Low Risk'),
(62179, 73, 17, '35:45.9', 36.21670953250903, 96.76024234349893, 112, 88, 81, 'Male', 77.68729693472945, 1.6638382710244257, 0.1072812761691212, 24, 28.06259261563188, 96, 'Low Risk'),
(62180, 68, 12, '34:45.9', 36.27901401124354, 98.58077275, 131, 89, 41, 'Male', 98.35639579, 1.645938118919998, 0.062005847072565394, 42, 36.30576558606894, 103, 'High Risk'),
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(62182, 94, 19, '32:45.9', 36.01354182611015, 99.90875148401544, 122, 84, 51, 'Male', 78.88369900757522, 1.9702989330096112, 0.096647616, 38, 20.319968155163625, 96.66666666666667, 'High Risk'),
(62183, 83, 17, '31:45.9', 36.279458968338176, 97.12225415032735, 137, 76, 59, 'Male', 64.41043366, 1.879982543794321, 0.080775049, 61, 18.224204901015845, 96.33333333333333, 'High Risk'),
(62184, 83, 12, '30:45.9', 36.456546459739585, 95.29134403119679, 128, 79, 84, 'Female', 58.90229215863852, 1.5835727883688597, 0.13235000002647196, 49, 23.488546059325564, 95.33333333333333, 'Low Risk'),
(62185, 81, 17, '29:45.9', 37.335115149601684, 97.33728812009834, 130, 78, 72, 'Female', 70.50250966, 1.9369632680882238, 0.096704791, 52, 18.791515509640245, 95.33333333333333, 'Low Risk'),
(62186, 91, 17, '28:45.9', 37.32554878656765, 98.86636547826778, 111, 76, 33, 'Male', 69.12313903074312, 1.6613535388047853, 0.10506168625395228, 35, 25.04374830679748, 87.66666666666667, 'High Risk'),
(62187, 60, 14, '27:45.9', 36.97217668835528, 95.62605713455196, 111, 75, 28, 'Female', 71.26637707726161, 1.7303109723883365, 0.067310323, 36, 23.803255477424226, 87, 'Low Risk'),
(62188, 83, 12, '26:45.9', 37.02691356768428, 97.41043351, 131, 85, 19, 'Female', 68.24171000755186, 1.5127598174866832, 0.084391211, 46, 29.820158034685626, 100.33333333333333, 'Low Risk'),
(62189, 65, 19, '25:45.9', 36.74109306456828, 99.28709059363159, 136, 88, 46, 'Female', 53.001017241844224, 1.7669300540036241, 0.10892910488789984, 48, 16.976395695475485, 104, 'High Risk'),
(62190, 75, 12, '24:45.9', 36.16506024444833, 98.69578535561243, 135, 79, 70, 'Female', 63.17139161617996, 1.6963294184907083, 0.089962046, 56, 21.95331234308146, 97.66666666666666, 'Low Risk'),
(62191, 67, 16, '23:45.9', 36.36085412020168, 98.06351865913717, 139, 70, 30, 'Female', 97.57969255, 1.689891231651421, 0.10268156289768425, 69, 34.16976093623985, 93, 'High Risk'),
(62192, 90, 13, '22:45.9', 36.675928415937754, 99.92184904144098, 121, 72, 41, 'Male', 72.86045922166406, 1.5068797173754311, 0.068950773, 49, 32.087414875978304, 88.33333333333333, 'High Risk'),
(62193, 91, 19, '21:45.9', 36.63927079418459, 96.04406545974595, 136, 76, 84, 'Male', 91.91375195828681, 1.9081810949992337, 0.13201475071494684, 60, 25.243020320003996, 96, 'High Risk'),
(62194, 62, 18, '20:45.9', 36.795848445177164, 97.18397960771026, 132, 78, 57, 'Female', 83.15521107000944, 1.6291775235797283, 0.069845128, 54, 31.32944132856964, 96, 'High Risk'),
(62195, 98, 13, '19:45.9', 37.17852408846318, 98.75902996002254, 134, 73, 37, 'Female', 68.40118027562323, 1.6457801743733778, 0.1293791884851947, 61, 25.253404949774477, 93.33333333333333, 'High Risk'),
(62196, 60, 14, '18:45.9', 36.25226631761465, 97.44615750560153, 138, 88, 18, 'Female', 85.19610471632981, 1.7958292765117045, 0.081248354, 50, 26.417373954080297, 104.66666666666666, 'Low Risk'),
(62197, 67, 14, '17:45.9', 36.093375087251474, 98.34120688, 115, 72, 37, 'Female', 94.87310397938089, 1.8637813492898325, 0.10135939, 43, 27.311980063810857, 86.33333333333333, 'Low Risk'),
(62198, 75, 18, '16:45.9', 36.23259033660723, 97.36978183145128, 111, 88, 29, 'Male', 51.934262886399836, 1.721483868318159, 0.14016930017055723, 23, 17.52459771080912, 95.66666666666667, 'High Risk'),
(62199, 62, 14, '15:45.9', 36.98546756438341, 98.76466770180845, 119, 76, 37, 'Female', 65.02669489375853, 1.656950835, 0.10213832053772125, 43, 23.684948036182117, 90.33333333333333, 'Low Risk'),
(62200, 96, 12, '14:45.9', 36.65773738354077, 98.10104136, 132, 83, 83, 'Male', 65.45201618305097, 1.5445997216839518, 0.068796541, 49, 27.434125725592246, 99.33333333333333, 'High Risk'),
(62201, 83, 14, '13:45.9', 36.033298813619425, 99.06405136686513, 124, 82, 54, 'Female', 95.8591418, 1.9851300332165316, 0.057813613, 42, 24.325155027337516, 96, 'Low Risk'),
(62202, 96, 16, '12:45.9', 36.44761921473123, 96.87784578989672, 126, 85, 18, 'Female', 76.47792379840075, 1.6138758430889584, 0.11148170058014072, 41, 29.362690492072808, 98.66666666666667, 'High Risk'),
(62203, 89, 12, '11:45.9', 36.57495711343998, 96.61594174198187, 139, 82, 39, 'Male', 96.19292896976218, 1.8610890235681932, 0.077931384, 57, 27.772108499429734, 101, 'Low Risk'),
(62204, 83, 19, '10:45.9', 36.242364695223856, 98.34586421405115, 126, 70, 77, 'Male', 70.48516580160707, 1.8991626327670135, 0.13973813499877102, 56, 19.542198139941213, 88.66666666666666, 'Low Risk'),
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(62382, 89, 14, '12:45.9', 36.586835842849986, 97.95653034, 130, 87, 39, 'Male', 52.68241308689841, 1.9920200413121647, 0.10549637663346154, 43, 13.27633653034577, 101.33333333333333, 'High Risk'),
(62383, 97, 12, '11:45.9', 36.583924195614806, 97.30526322899087, 127, 70, 53, 'Female', 87.13941624308549, 1.5527973373475856, 0.12261378090024515, 57, 36.13974558166497, 89, 'High Risk'),
(62384, 90, 19, '10:45.9', 36.70436984801841, 98.08512821430779, 128, 71, 77, 'Male', 86.29866730934566, 1.836632558, 0.088905464, 57, 25.58347483699374, 90, 'Low Risk'),
(62385, 62, 12, '09:45.9', 36.555500945697396, 96.78640319391496, 124, 73, 69, 'Female', 86.13034070047856, 1.8791957475486778, 0.1267208877092157, 51, 24.390018129329718, 90, 'Low Risk'),
(62386, 85, 18, '08:45.9', 37.38374070903392, 99.77258388081465, 139, 72, 87, 'Female', 53.556067406297146, 1.8502313467393074, 0.11264839247039794, 67, 15.644317107527282, 94.33333333333333, 'High Risk'),
(62387, 86, 17, '07:45.9', 37.030325940225815, 98.20300414083843, 139, 71, 78, 'Female', 90.10879811787497, 1.9513885938641673, 0.10308623814119433, 68, 23.66353773074272, 93.66666666666666, 'Low Risk'),
(62388, 95, 14, '06:45.9', 37.02103649388177, 97.69537718283338, 115, 74, 88, 'Male', 50.988657981807165, 1.990442049597452, 0.11317515837916216, 41, 12.869880242397304, 87.66666666666667, 'High Risk'),
(62389, 64, 19, '05:45.9', 37.08884058, 97.04476083286127, 135, 76, 68, 'Female', 60.69583170619993, 1.870906233130702, 0.072851912, 59, 17.340228780200572, 95.66666666666666, 'High Risk'),
(62390, 79, 19, '04:45.9', 36.39927969194435, 97.86007824452545, 124, 78, 40, 'Female', 84.89252308915792, 1.752288101610979, 0.13506697846901305, 46, 27.64766237696395, 93.33333333333333, 'Low Risk'),
(62391, 72, 16, '03:45.9', 36.857880308571694, 96.34191851101146, 118, 71, 78, 'Male', 94.62168122, 1.7520501042520127, 0.11224442258160582, 47, 30.824611863577072, 86.66666666666667, 'High Risk'),
(62392, 89, 15, '02:45.9', 37.032661627641076, 99.83063820027485, 115, 81, 25, 'Male', 66.18617010848838, 1.6223627379421228, 0.069817212, 34, 25.14613977, 92.33333333333333, 'Low Risk'),
(62393, 82, 17, '01:45.9', 36.17265536036564, 97.05154625304871, 127, 86, 85, 'Female', 53.59625560276901, 1.8880309664679285, 0.066273176, 41, 15.03544282334578, 99.66666666666667, 'High Risk'),
(62394, 81, 12, '00:45.9', 37.175589538893796, 99.21465439630333, 130, 74, 32, 'Female', 88.19977357206682, 1.5935780067184693, 0.127559106, 56, 34.73128210062474, 92.66666666666666, 'High Risk'),
(62395, 99, 13, '59:45.9', 36.83965378289281, 95.66489382422557, 135, 87, 78, 'Male', 51.89666594506527, 1.5404106190725795, 0.11796836902860978, 48, 21.870889692939713, 103, 'High Risk'),
(62396, 97, 17, '58:45.9', 36.83812541483907, 98.93098342, 131, 71, 54, 'Female', 56.21834392430542, 1.645676084243624, 0.1454818164566252, 60, 20.758182815632075, 91, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(62399, 65, 13, '55:45.9', 36.837086741137796, 95.43110405165578, 116, 86, 18, 'Female', 79.49888252096028, 1.9911687566050302, 0.1322337494924749, 30, 20.05140854284529, 96, 'Low Risk'),
(62400, 89, 13, '54:45.9', 36.473310487868744, 96.06383072270806, 122, 78, 20, 'Male', 52.88033617, 1.9162567902636471, 0.089312622, 44, 14.40080580006468, 92.66666666666667, 'High Risk'),
(62401, 62, 16, '53:45.9', 36.508301109365654, 97.14249432326733, 123, 82, 69, 'Male', 66.96497438404347, 1.5236758348878432, 0.089259616, 41, 28.844468935477956, 95.66666666666667, 'Low Risk'),
(62402, 76, 14, '52:45.9', 37.23814972576215, 98.99303417706844, 136, 79, 18, 'Female', 81.26900718468303, 1.6719493927986493, 0.092629733, 57, 29.072253604862855, 98, 'Low Risk'),
(62403, 94, 19, '51:45.9', 37.27723504179298, 96.85965781, 119, 80, 21, 'Male', 55.10176005206401, 1.7756771954391999, 0.12133289438838837, 39, 17.47581492975969, 93, 'High Risk'),
(62404, 99, 17, '50:45.9', 37.37504193, 96.14890070981569, 112, 81, 59, 'Female', 81.37621074573848, 1.8762741286369118, 0.11461430289985178, 31, 23.115584672241457, 91.33333333333333, 'High Risk'),
(62405, 88, 14, '49:45.9', 37.002406330294164, 95.74662205022109, 131, 85, 58, 'Male', 54.074768933088016, 1.6231286635459365, 0.093108422, 46, 20.525265233080844, 100.33333333333333, 'Low Risk'),
(62406, 69, 13, '48:45.9', 36.49196682, 95.85125623, 131, 80, 61, 'Female', 59.520072911724746, 1.9184292588483314, 0.1451609905499655, 51, 16.17230322792075, 97, 'High Risk'),
(62407, 70, 13, '47:45.9', 37.393471295172034, 97.98786274, 122, 82, 48, 'Male', 76.27349730417448, 1.7243939391341336, 0.071886958, 40, 25.650786429040945, 95.33333333333333, 'Low Risk'),
(62408, 89, 19, '46:45.9', 36.70649241741547, 98.92801912076584, 130, 71, 65, 'Female', 65.97836971762665, 1.659372558686574, 0.12887399734658167, 59, 23.96148736478102, 90.66666666666666, 'Low Risk'),
(62409, 71, 17, '45:45.9', 37.261483004374206, 98.82566039804448, 116, 89, 38, 'Female', 57.66504263352199, 1.5559705951022484, 0.10842404134234598, 27, 23.818249852272135, 98, 'Low Risk'),
(62410, 73, 14, '44:45.9', 37.2346848, 96.21018311836843, 119, 86, 24, 'Female', 67.61596293404627, 1.9666447474566184, 0.14537429909228766, 33, 17.482253131598423, 97, 'High Risk'),
(62411, 68, 12, '43:45.9', 37.418057143547884, 97.99062802660227, 114, 84, 46, 'Male', 81.56504409958416, 1.8718324986242387, 0.1401420699568598, 30, 23.27931028318138, 94, 'Low Risk'),
(62412, 74, 18, '42:45.9', 37.40917034135127, 96.47414398714803, 137, 75, 48, 'Male', 57.36018076278256, 1.780993350138602, 0.072331542, 62, 18.083642612794627, 95.66666666666666, 'High Risk'),
(62413, 87, 19, '41:45.9', 36.10503661262875, 97.10666506094012, 138, 89, 48, 'Male', 84.64511477908943, 1.6141930431695324, 0.053449302, 49, 32.485604730253996, 105.33333333333333, 'High Risk'),
(62414, 66, 18, '40:45.9', 36.89937186476667, 97.54583502435727, 135, 73, 37, 'Female', 93.74871380175664, 1.5398081546810745, 0.14825789254565086, 62, 39.539583250594724, 93.66666666666666, 'High Risk'),
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(62416, 78, 19, '38:45.9', 36.36970580923076, 97.66331308326465, 126, 85, 49, 'Female', 58.622242250180804, 1.5208101976207564, 0.074114034, 41, 25.34617294366257, 98.66666666666667, 'Low Risk'),
(62417, 92, 12, '37:45.9', 36.65894580016799, 95.13780108353168, 119, 77, 30, 'Female', 64.62535165015508, 1.5358160523320692, 0.13519617387178756, 42, 27.398356621930915, 91, 'High Risk'),
(62418, 74, 13, '36:45.9', 37.37908852414076, 99.71714199245436, 133, 83, 78, 'Male', 92.95550264535204, 1.6731082344793828, 0.051409538326525575, 50, 33.206800289805045, 99.66666666666666, 'High Risk'),
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(62420, 91, 12, '34:45.9', 37.17781762359785, 99.50763523050703, 126, 89, 89, 'Male', 62.57503543844703, 1.5998059825964748, 0.14084107994320566, 37, 24.44930234633498, 101.33333333333333, 'High Risk'),
(62421, 87, 15, '33:45.9', 37.11759768519926, 99.60137637322335, 111, 85, 69, 'Male', 64.55722120141911, 1.5869011163946318, 0.066929781, 26, 25.63569506410517, 93.66666666666667, 'Low Risk'),
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(62424, 74, 14, '30:45.9', 36.72635294183474, 98.31679050242563, 117, 75, 75, 'Female', 66.50063135961814, 1.5490957039124231, 0.12467940542737989, 42, 27.712089279146912, 89, 'Low Risk'),
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(62426, 70, 18, '28:45.9', 37.48630161101978, 97.73373373665335, 118, 80, 41, 'Male', 90.57442640412958, 1.872579028224366, 0.10384169088243303, 38, 25.83005208547045, 92.66666666666667, 'Low Risk'),
(62427, 80, 13, '27:45.9', 36.21715359677325, 96.25859913508839, 135, 71, 25, 'Female', 97.95701658787948, 1.916311049286718, 0.092655429, 64, 26.67494558766503, 92.33333333333333, 'Low Risk'),
(62428, 61, 18, '26:45.9', 36.11334308, 98.07438819770776, 121, 85, 52, 'Female', 66.95080673445536, 1.6402672591059435, 0.099321047, 36, 24.884366105054657, 97, 'Low Risk'),
(62429, 94, 14, '25:45.9', 37.12565681123019, 99.93548809019903, 121, 76, 70, 'Male', 70.08829376175814, 1.9756706452946455, 0.13688464958013263, 45, 17.95628101110467, 91, 'High Risk'),
(62430, 95, 13, '24:45.9', 36.95702234630423, 95.57065919647215, 127, 85, 30, 'Female', 75.13592834495924, 1.5865827715832663, 0.084835654, 42, 29.84847783823625, 99, 'High Risk'),
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(62432, 66, 17, '22:45.9', 36.258300751476796, 95.32976040095473, 122, 85, 59, 'Male', 56.66210416598372, 1.538843879150683, 0.1083597668289619, 37, 23.927844367218185, 97.33333333333333, 'Low Risk'),
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(62435, 61, 19, '19:45.9', 36.05899817126187, 98.74126759564069, 124, 80, 89, 'Male', 93.53402754, 1.569183127, 0.13077305945055057, 44, 37.98589609079705, 94.66666666666667, 'High Risk'),
(62436, 98, 13, '18:45.9', 36.694470326968776, 95.72899887995209, 130, 84, 26, 'Female', 85.82989526288523, 1.7744333542961517, 0.13464977457464028, 46, 27.25958236056539, 99.33333333333333, 'High Risk'),
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(62440, 91, 12, '14:45.9', 37.04696288, 95.37557345671965, 127, 86, 86, 'Female', 92.77247100645101, 1.6997588936781498, 0.068316066, 41, 32.11030862781631, 99.66666666666667, 'High Risk'),
(62441, 65, 19, '13:45.9', 36.26038735, 98.00669402388789, 118, 74, 73, 'Male', 86.43833132, 1.779596366384007, 0.13976540703122856, 44, 27.293759072770168, 88.66666666666667, 'Low Risk'),
(62442, 83, 14, '12:45.9', 37.08371686746159, 96.33518322616456, 116, 85, 48, 'Female', 51.690662420403974, 1.5429040881962366, 0.07644741, 31, 21.713720244610865, 95.33333333333333, 'Low Risk'),
(62443, 68, 18, '11:45.9', 36.68776855170144, 99.83113427904638, 135, 72, 62, 'Male', 72.22216514038941, 1.757876357339402, 0.14725818814862401, 63, 23.37189108171975, 93, 'Low Risk'),
(62444, 64, 16, '10:45.9', 37.32968663220698, 98.58793538, 132, 81, 81, 'Male', 56.988440008400346, 1.7851995779553804, 0.12597468169878118, 51, 17.881881717459667, 98, 'High Risk'),
(62445, 70, 15, '09:45.9', 36.38464807184225, 99.12696375050575, 124, 74, 86, 'Female', 57.84874365412355, 1.6736745772314552, 0.092489657, 50, 20.651513844495078, 90.66666666666666, 'Low Risk'),
(62446, 98, 15, '08:45.9', 37.37540008694857, 97.39026931940626, 115, 81, 43, 'Female', 71.29529072, 1.7962872630683753, 0.051080041, 34, 22.095776247105018, 92.33333333333333, 'High Risk'),
(62447, 80, 17, '07:45.9', 36.45265800385401, 98.35674444344288, 125, 72, 20, 'Male', 66.11793659354791, 1.8272367475019844, 0.12703773667350896, 53, 19.802939022597194, 89.66666666666666, 'Low Risk'),
(62448, 94, 14, '06:45.9', 36.260660272246774, 96.33731192859995, 110, 70, 60, 'Female', 66.45425357, 1.7683362308988824, 0.1339996786324013, 40, 21.25167149087307, 83.33333333333333, 'High Risk'),
(62449, 95, 19, '05:45.9', 37.16179981869724, 97.89936575, 127, 83, 24, 'Female', 91.81404908613544, 1.5418657942894858, 0.13253582993812324, 44, 38.620331107402464, 97.66666666666667, 'High Risk'),
(62450, 80, 12, '04:45.9', 36.66065407232868, 96.71437003432511, 117, 73, 73, 'Female', 71.27326369768944, 1.5609417133493406, 0.084537778, 44, 29.25184564981958, 87.66666666666667, 'Low Risk'),
(62451, 89, 18, '03:45.9', 36.65028231904767, 99.89789931847181, 133, 76, 82, 'Male', 76.34582398, 1.9157100962784126, 0.054397109, 57, 20.802987614742335, 95, 'Low Risk'),
(62452, 98, 17, '02:45.9', 36.59010082061987, 96.34761163482717, 113, 79, 35, 'Female', 99.45160368523048, 1.6849880213774184, 0.13244799580129507, 34, 35.02822696271085, 90.33333333333333, 'High Risk'),
(62453, 75, 16, '01:45.9', 37.089045979607945, 97.66604579, 116, 71, 75, 'Male', 52.721156733633144, 1.9911765983421252, 0.073426823, 45, 13.29735830888586, 86, 'High Risk'),
(62454, 89, 14, '00:45.9', 36.13636359485997, 96.04164438371353, 122, 70, 56, 'Male', 54.749908378186845, 1.7994396915975415, 0.0910212, 52, 16.908644960134882, 87.33333333333333, 'High Risk'),
(62455, 76, 17, '59:45.9', 36.40648538196354, 97.78557269377612, 110, 89, 74, 'Male', 53.46438407351409, 1.5130980610543932, 0.12273347511799265, 21, 23.35234071606998, 96, 'Low Risk'),
(62456, 94, 17, '58:45.9', 37.40161663712161, 97.60193088214503, 112, 78, 86, 'Female', 84.55918476613283, 1.8153263258918158, 0.078671989, 34, 25.659688247373992, 89.33333333333333, 'High Risk'),
(62457, 81, 18, '57:45.9', 36.793298486191695, 97.05000939273998, 131, 78, 71, 'Male', 56.92908959381587, 1.500966045, 0.1496963834837232, 53, 25.269258783323103, 95.66666666666666, 'Low Risk'),
(62458, 63, 18, '56:45.9', 36.341672481864606, 98.15542848, 115, 88, 87, 'Male', 77.81505481789253, 1.6272212914340163, 0.07488064, 27, 29.38802437728019, 97, 'Low Risk'),
(62459, 80, 18, '55:45.9', 36.01039861812731, 95.91730835879866, 116, 76, 23, 'Male', 81.30840309077342, 1.8749954235962327, 0.10982762566710996, 40, 23.12783644415457, 89.33333333333333, 'Low Risk'),
(62460, 83, 15, '54:45.9', 36.19520407823818, 95.38392750492764, 112, 86, 53, 'Female', 66.30090749426557, 1.6255000702670237, 0.090500127, 26, 25.09258983404848, 94.66666666666667, 'Low Risk'),
(62461, 93, 14, '53:45.9', 36.816325564555285, 95.91929329613721, 124, 78, 52, 'Female', 78.28746959, 1.813659697443968, 0.11054096733133954, 46, 23.80020245106176, 93.33333333333333, 'High Risk'),
(62462, 76, 18, '52:45.9', 36.93179164823661, 99.95880241501739, 118, 74, 25, 'Male', 53.71493324665238, 1.5711788355351937, 0.10981515857422552, 44, 21.759243871710435, 88.66666666666667, 'Low Risk'),
(62463, 60, 18, '51:45.9', 36.12236426490999, 97.81122860169317, 138, 79, 34, 'Female', 55.37741073328192, 1.7928165770385518, 0.10985036621405306, 59, 17.229033970921915, 98.66666666666666, 'High Risk'),
(62464, 98, 15, '50:45.9', 36.10148615159334, 95.64031218214441, 131, 84, 54, 'Male', 98.01041363774542, 1.5435587, 0.068949949, 47, 41.13636590184296, 99.66666666666667, 'High Risk'),
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(62642, 72, 13, '52:45.9', 37.00090671876559, 96.66380450720855, 137, 77, 77, 'Male', 73.24327464301899, 1.9139052780280479, 0.096940008, 60, 19.995251579690642, 97, 'Low Risk'),
(62643, 96, 16, '51:45.9', 37.415315382222424, 99.67130859554446, 127, 84, 59, 'Female', 64.35595349139847, 1.6068585458635845, 0.10556833180940417, 43, 24.92490062333497, 98.33333333333333, 'High Risk'),
(62644, 66, 13, '50:45.9', 37.10873468649721, 95.80992057540809, 112, 72, 89, 'Male', 96.10565963, 1.6390155828765967, 0.1411286455980605, 40, 35.775259991854924, 85.33333333333333, 'High Risk'),
(62645, 85, 13, '49:45.9', 37.46227912646172, 97.03100157194811, 132, 84, 27, 'Male', 73.61888954889284, 1.941001550386193, 0.14547396255487482, 48, 19.540582140139207, 100, 'Low Risk'),
(62646, 68, 12, '48:45.9', 37.29193759, 96.17916667, 125, 85, 88, 'Female', 57.75457117133911, 1.6489374804178496, 0.12718020963917687, 40, 21.241147966528715, 98.33333333333333, 'Low Risk'),
(62647, 60, 12, '47:45.9', 36.421223241163965, 95.56568253689767, 124, 72, 39, 'Female', 79.87467448, 1.7974005726351376, 0.097637753, 52, 24.724035006176546, 89.33333333333333, 'Low Risk'),
(62648, 73, 14, '46:45.9', 36.83085491500515, 98.06030493412278, 133, 73, 31, 'Female', 89.09568336, 1.8419180357443794, 0.14485514681926634, 60, 26.261290406684193, 93, 'Low Risk'),
(62649, 73, 14, '45:45.9', 36.37385427761508, 96.34024834, 137, 77, 79, 'Male', 94.16005809157585, 1.686943186898434, 0.079985004, 60, 33.087640964747536, 97, 'High Risk'),
(62650, 69, 13, '44:45.9', 36.19983920155991, 98.34169533034759, 120, 79, 60, 'Female', 83.02489451054349, 1.9770099829016323, 0.074048812, 41, 21.241765391817193, 92.66666666666667, 'Low Risk'),
(62651, 78, 15, '43:45.9', 37.45284154774104, 97.31644109, 132, 80, 79, 'Female', 96.96730218296271, 1.691116796466729, 0.063396337, 52, 33.90612094, 97.33333333333333, 'High Risk'),
(62652, 99, 19, '42:45.9', 36.40457455332722, 99.85415480815756, 134, 76, 65, 'Female', 65.02040511921577, 1.6529498043285675, 0.067884815, 58, 23.79744546710064, 95.33333333333333, 'High Risk'),
(62653, 82, 13, '41:45.9', 36.82591604108885, 97.28632952130222, 132, 89, 32, 'Male', 55.69433378328262, 1.6847933738579592, 0.064388544, 43, 19.620845664214926, 103.33333333333333, 'Low Risk'),
(62654, 89, 15, '40:45.9', 37.293497112867136, 99.64168382773748, 117, 83, 22, 'Female', 67.01264709053923, 1.7288607735357058, 0.056304066, 34, 22.42005802533985, 94.33333333333333, 'Low Risk'),
(62655, 80, 14, '39:45.9', 36.72943805865705, 97.31069685843303, 124, 79, 39, 'Male', 95.25251434439488, 1.6730341997883476, 0.081309537, 45, 34.03038095, 94, 'High Risk'),
(62656, 82, 12, '38:45.9', 36.735258388593415, 96.43554699469117, 127, 88, 83, 'Female', 99.99449519158631, 1.9816195809415047, 0.050572915169171055, 39, 25.464521644593106, 101, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(62658, 86, 17, '36:45.9', 37.16399400775853, 97.27116066351908, 118, 71, 40, 'Male', 73.22009899, 1.7342866780660224, 0.090484782, 47, 24.34380920499616, 86.66666666666667, 'Low Risk'),
(62659, 83, 16, '35:45.9', 36.78198651, 98.84660707373101, 135, 75, 21, 'Female', 82.90323959, 1.8747584205717212, 0.059912013, 60, 23.587443661316023, 95, 'Low Risk'),
(62660, 94, 14, '34:45.9', 36.67150891665949, 96.48448235402492, 112, 84, 78, 'Male', 79.05370937787528, 1.883356663632071, 0.1003785274914961, 28, 22.287281927933215, 93.33333333333333, 'High Risk'),
(62661, 82, 16, '33:45.9', 36.64916108444999, 97.80642358320817, 135, 86, 58, 'Female', 50.68342567569989, 1.8221928728902252, 0.083310437, 49, 15.264313383029068, 102.33333333333333, 'High Risk'),
(62662, 76, 12, '32:45.9', 36.512632892927535, 98.12503033436474, 132, 77, 45, 'Male', 66.87232639800021, 1.6770401575354221, 0.067790534, 55, 23.77713413193355, 95.33333333333333, 'Low Risk'),
(62663, 76, 13, '31:45.9', 36.904553143188444, 97.09428547219498, 135, 79, 33, 'Male', 74.68942977402702, 1.888826774578614, 0.10530841542618341, 56, 20.935092449879182, 97.66666666666666, 'Low Risk'),
(62664, 98, 13, '30:45.9', 36.51004735030444, 95.82995861956793, 127, 84, 55, 'Female', 82.90424150986317, 1.6207610770103504, 0.082008553, 43, 31.560127816187805, 98.33333333333333, 'High Risk'),
(62665, 78, 16, '29:45.9', 36.89239033508899, 99.29209688121782, 122, 86, 37, 'Male', 85.62738448821764, 1.6901184334862336, 0.084788355, 36, 29.976325895142953, 98, 'Low Risk'),
(62666, 96, 18, '28:45.9', 36.287761129139895, 96.03984738, 122, 74, 19, 'Male', 74.01958379232528, 1.56657042, 0.059967369, 48, 30.161073501869357, 90, 'High Risk'),
(62667, 79, 13, '27:45.9', 36.52660704327787, 99.19060006, 136, 75, 18, 'Female', 55.242525016739556, 1.938163544, 0.071608529, 61, 14.705936290409037, 95.33333333333333, 'High Risk'),
(62668, 67, 12, '26:45.9', 36.413437329342834, 98.26557052768916, 112, 70, 34, 'Female', 59.88682179074801, 1.777814961787278, 0.13877037143672544, 42, 18.94777207553563, 84, 'Low Risk'),
(62669, 81, 13, '25:45.9', 36.951288418994196, 99.87669447, 118, 85, 27, 'Female', 59.72175148107705, 1.9808375520294637, 0.10431844253707344, 33, 15.22070661013047, 96, 'High Risk'),
(62670, 91, 15, '24:45.9', 37.46064796740269, 95.60724758953852, 130, 84, 57, 'Female', 76.90110178716122, 1.773048210062477, 0.065376774, 46, 24.461972479217753, 99.33333333333333, 'High Risk'),
(62671, 92, 12, '23:45.9', 37.4956075, 99.50449472168123, 122, 71, 58, 'Male', 68.76527688, 1.6172207885846115, 0.14061356981360884, 51, 26.292420250946986, 88, 'High Risk'),
(62672, 86, 17, '22:45.9', 36.19450804891431, 95.89067129, 119, 74, 88, 'Male', 94.20192841391498, 1.547151520415981, 0.12759761677597387, 45, 39.35447258, 89, 'High Risk'),
(62673, 83, 13, '21:45.9', 37.34143372751069, 99.75939227, 111, 84, 81, 'Male', 52.23033449137643, 1.8286668189994444, 0.1247936612597027, 27, 15.619014845123402, 93, 'High Risk'),
(62674, 95, 13, '20:45.9', 36.957064687243665, 96.26954112924855, 122, 85, 20, 'Female', 74.43014823, 1.8272086969036143, 0.12944445085309433, 37, 22.293208433956444, 97.33333333333333, 'High Risk'),
(62675, 89, 17, '19:45.9', 36.24273065766139, 99.92420640265173, 121, 83, 77, 'Male', 68.85302655803615, 1.6779032676731107, 0.1046022245849092, 38, 24.456212287888427, 95.66666666666667, 'Low Risk'),
(62676, 97, 19, '18:45.9', 36.969044385206345, 95.22968429777106, 128, 78, 58, 'Female', 73.25228019879717, 1.8695798535071328, 0.055175094, 50, 20.957192810755988, 94.66666666666666, 'High Risk'),
(62677, 80, 16, '17:45.9', 36.72633698, 97.79997783398649, 118, 76, 81, 'Male', 83.36499029966569, 1.7994508315401918, 0.14696567778494654, 42, 25.745642542173574, 90, 'Low Risk'),
(62678, 98, 12, '16:45.9', 36.306654648097556, 96.84858537558773, 113, 77, 68, 'Male', 78.32280134127461, 1.8316561174108594, 0.10713791088052696, 36, 23.345346849985738, 89, 'High Risk'),
(62679, 74, 15, '15:45.9', 36.71477326441193, 96.36833725036416, 127, 83, 19, 'Male', 97.24919551421529, 1.6657206752818283, 0.10125825719415407, 44, 35.049486908628666, 97.66666666666667, 'High Risk'),
(62680, 98, 15, '14:45.9', 36.78445377195692, 95.51229704786468, 128, 82, 51, 'Female', 58.828787419562815, 1.8031420072935425, 0.10553724284002919, 46, 18.09381037366876, 97.33333333333333, 'High Risk'),
(62681, 71, 16, '13:45.9', 36.49784961485168, 95.92710381322743, 113, 88, 65, 'Male', 69.31691611362547, 1.7216701900618188, 0.1222451216682806, 25, 23.38510439523222, 96.33333333333333, 'Low Risk'),
(62682, 95, 13, '12:45.9', 36.820399107144695, 96.61898599807408, 121, 80, 64, 'Female', 84.16943496491943, 1.6846500644620144, 0.057204992, 41, 29.657531879068532, 93.66666666666667, 'High Risk'),
(62683, 73, 18, '11:45.9', 36.06588816108439, 99.74107014, 113, 81, 39, 'Female', 98.16803546284235, 1.8412839847397042, 0.083999572, 32, 28.955331974965745, 91.66666666666667, 'Low Risk'),
(62684, 72, 17, '10:45.9', 36.48650013932561, 99.61137062543176, 116, 71, 46, 'Female', 80.91351056941456, 1.8976436500233522, 0.093027336, 45, 22.469412701090043, 86, 'Low Risk'),
(62685, 70, 18, '09:45.9', 36.58799625, 96.50538340775559, 132, 80, 20, 'Female', 54.57963623683328, 1.5450001676077552, 0.1117869858977819, 52, 22.86512474515451, 97.33333333333333, 'Low Risk'),
(62686, 92, 13, '08:45.9', 36.91168726627171, 97.69743628, 124, 85, 67, 'Male', 87.16078827311534, 1.9035937581850138, 0.05850299, 39, 24.05318575009406, 98, 'High Risk'),
(62687, 75, 12, '07:45.9', 36.9853475, 97.44945598749136, 121, 71, 62, 'Female', 92.04831982734953, 1.571418019964722, 0.08452288, 50, 37.27626646686111, 87.66666666666666, 'High Risk'),
(62688, 79, 17, '06:45.9', 36.97717248, 98.8000584, 131, 73, 32, 'Male', 96.69307120616422, 1.7245339916568838, 0.061943287412746455, 58, 32.512610159139925, 92.33333333333333, 'High Risk'),
(62689, 76, 15, '05:45.9', 36.675457014899195, 98.09938835921439, 111, 73, 47, 'Male', 69.70899253, 1.9575733430750302, 0.1324216081869431, 38, 18.19083862725948, 85.66666666666667, 'High Risk'),
(62690, 88, 15, '04:45.9', 36.72132531830301, 98.02160324328536, 138, 76, 41, 'Female', 94.23950674667037, 1.8881942368311013, 0.084573146, 62, 26.43258691111553, 96.66666666666666, 'Low Risk'),
(62691, 76, 12, '03:45.9', 37.11617025305683, 95.27165821354414, 133, 79, 41, 'Female', 51.94656689487854, 1.7563539076841683, 0.050888078367035953, 54, 16.83963942606767, 97, 'High Risk'),
(62692, 74, 14, '02:45.9', 36.29069628382469, 98.21248689813085, 119, 85, 45, 'Female', 56.86977712937978, 1.8251564575102208, 0.13976790907425035, 34, 17.071879144290403, 96.33333333333333, 'High Risk'),
(62693, 70, 17, '01:45.9', 36.625346739924346, 99.23771702883015, 130, 70, 87, 'Male', 57.38214400678523, 1.5523066412114948, 0.14861880478053502, 60, 23.813418259411883, 90, 'Low Risk'),
(62694, 81, 19, '00:45.9', 36.13047586, 97.58086453334734, 110, 75, 31, 'Female', 72.34858833439428, 1.7595010408597882, 0.051075408, 35, 23.369585280309163, 86.66666666666667, 'Low Risk'),
(62695, 99, 19, '59:45.9', 37.264605750327654, 97.15682529304203, 126, 82, 83, 'Female', 88.84327783321574, 1.5883143860878841, 0.090970311, 44, 35.21694136322501, 96.66666666666667, 'High Risk'),
(62696, 86, 12, '58:45.9', 36.522593606079276, 96.66857999, 129, 70, 60, 'Female', 97.95228809, 1.9145309790540377, 0.050266744, 59, 26.723281660716335, 89.66666666666666, 'Low Risk'),
(62697, 84, 19, '57:45.9', 37.13591458691601, 96.58375223559582, 127, 80, 81, 'Male', 70.56506480279415, 1.8225563241790461, 0.086749908, 47, 21.24358591603716, 95.66666666666667, 'Low Risk'),
(62698, 89, 14, '56:45.9', 37.41053839988359, 97.14175184798997, 115, 71, 32, 'Male', 54.10067858347183, 1.6015967515254577, 0.12166140094459431, 44, 21.090960287497733, 85.66666666666667, 'Low Risk'),
(62699, 88, 13, '55:45.9', 36.69427808687466, 98.97530588, 119, 71, 62, 'Male', 83.5726485, 1.5065429522398173, 0.093960412, 48, 36.82147057629716, 87, 'High Risk'),
(62700, 70, 13, '54:45.9', 36.92320425565456, 96.18430915230394, 135, 87, 53, 'Female', 87.39051178604922, 1.7975725210553724, 0.11797413231059273, 48, 27.04527748379712, 103, 'Low Risk'),
(62701, 69, 17, '53:45.9', 37.262684932444365, 98.68220170595093, 114, 74, 86, 'Female', 77.65578372840514, 1.9181248380087692, 0.109359003, 40, 21.10668695415409, 87.33333333333333, 'Low Risk'),
(62702, 75, 16, '52:45.9', 36.73180537133796, 95.75418061134341, 120, 80, 80, 'Male', 55.512171308173095, 1.5192377845786615, 0.063357537, 40, 24.051197716520036, 93.33333333333333, 'Low Risk'),
(62703, 83, 14, '51:45.9', 36.03979120471551, 99.49617571941101, 127, 77, 83, 'Male', 61.058281705533616, 1.8177777684353975, 0.080564122, 50, 18.47834209, 93.66666666666666, 'High Risk'),
(62704, 88, 14, '50:45.9', 37.0443994, 98.04862726363241, 139, 83, 26, 'Male', 90.36169785605361, 1.9228473874546164, 0.068523648, 56, 24.43963691005644, 101.66666666666666, 'Low Risk'),
(62705, 76, 17, '49:45.9', 36.22890387481813, 99.44925583875516, 119, 71, 57, 'Female', 54.844070589788885, 1.6686252756989095, 0.086453795, 48, 19.697542468237224, 87, 'Low Risk'),
(62706, 72, 12, '48:45.9', 36.578792042283986, 98.82567799, 134, 79, 77, 'Female', 75.81523382034526, 1.500269030173056, 0.13384580680367886, 55, 33.68357586119643, 97.33333333333333, 'High Risk'),
(62707, 61, 15, '47:45.9', 37.324281316305495, 98.04399743, 124, 83, 38, 'Female', 81.46508512482245, 1.5949622845456455, 0.1277253188676927, 41, 32.023638885977725, 96.66666666666667, 'High Risk'),
(62708, 87, 19, '46:45.9', 36.52676450075273, 95.49550926200047, 126, 79, 54, 'Female', 89.81876503947247, 1.9184717379482428, 0.085112156, 47, 24.403733179238195, 94.66666666666667, 'Low Risk'),
(62709, 80, 16, '45:45.9', 37.47177018834594, 96.15467528640471, 120, 82, 74, 'Male', 82.71273850391199, 1.5978504938337577, 0.10921063218325927, 38, 32.39665100887812, 94.66666666666667, 'High Risk'),
(62710, 76, 12, '44:45.9', 36.885350661179004, 95.30036967190902, 116, 76, 42, 'Female', 65.00329451021774, 1.803592186652295, 0.11112997583947264, 40, 19.982907485776938, 89.33333333333333, 'Low Risk'),
(62711, 64, 14, '43:45.9', 37.022532030242196, 96.81785466013683, 112, 80, 29, 'Female', 83.46166639709051, 1.8231649495305973, 0.14543697339506306, 32, 25.109330076086568, 90.66666666666667, 'Low Risk'),
(62712, 94, 12, '42:45.9', 37.46429786419705, 98.48439005073745, 120, 74, 64, 'Female', 92.26679816970747, 1.915024552192631, 0.10708097358740423, 46, 25.15919593483448, 89.33333333333333, 'High Risk'),
(62713, 81, 17, '41:45.9', 36.007446206056606, 98.02966693152183, 132, 70, 63, 'Male', 64.22972513267298, 1.5690370479683193, 0.090245213, 62, 26.089734947848736, 90.66666666666666, 'Low Risk'),
(62714, 87, 14, '40:45.9', 36.55935257329417, 99.67055417597965, 132, 76, 28, 'Female', 81.56252136494025, 1.834180556677675, 0.12396797836571395, 56, 24.244122628289496, 94.66666666666666, 'Low Risk'),
(62715, 68, 16, '39:45.9', 37.06264859471356, 99.42235776855215, 132, 87, 84, 'Male', 95.93539016590105, 1.9056790071599163, 0.052543061, 45, 26.41674758481304, 102, 'Low Risk'),
(62716, 71, 18, '38:45.9', 36.03521952823395, 99.53202126983327, 133, 87, 34, 'Male', 65.71730314, 1.8461125821998507, 0.11512689735213512, 46, 19.282501258157186, 102.33333333333333, 'Low Risk'),
(62717, 81, 16, '37:45.9', 37.25931178804726, 97.19066846208779, 118, 72, 29, 'Male', 75.48947599, 1.8123206275984116, 0.12714488519283795, 46, 22.983509444601797, 87.33333333333333, 'Low Risk'),
(62718, 83, 18, '36:45.9', 36.25875115122288, 97.17624541722657, 137, 73, 79, 'Male', 72.80565060470028, 1.8971123217023682, 0.102633261, 64, 20.229213482131293, 94.33333333333333, 'Low Risk'),
(62719, 98, 19, '35:45.9', 36.24707701670245, 95.38769091, 110, 86, 33, 'Male', 93.48186019321926, 1.727287900086245, 0.10651120348053565, 24, 31.33270461, 94, 'High Risk'),
(62720, 66, 19, '34:45.9', 36.57922179740198, 98.45574325028737, 122, 85, 77, 'Female', 78.98521993832313, 1.8049198078907058, 0.11552065690082038, 37, 24.245436630801876, 97.33333333333333, 'Low Risk'),
(62721, 98, 19, '33:45.9', 36.58017744027648, 99.90933912133265, 134, 89, 83, 'Male', 54.58999868985432, 1.8349848724728448, 0.12160469755883771, 45, 16.212429750972667, 104, 'High Risk'),
(62722, 97, 16, '32:45.9', 36.216365421785675, 97.92401538477307, 137, 82, 58, 'Female', 94.79223453932804, 1.7205744954516158, 0.099562552, 55, 32.020329683286676, 100.33333333333333, 'High Risk'),
(62723, 82, 16, '31:45.9', 36.12824337704732, 98.35231983204135, 113, 89, 79, 'Male', 56.89980210408894, 1.786646865955745, 0.10547849223893552, 24, 17.825154884497824, 97, 'High Risk'),
(62724, 80, 19, '30:45.9', 37.17223341970558, 97.65049067097343, 114, 75, 70, 'Male', 81.27506612078922, 1.933438839, 0.11263981239813922, 39, 21.741847961608332, 88, 'Low Risk'),
(62725, 76, 13, '29:45.9', 36.17922540523787, 95.89867757, 135, 80, 84, 'Female', 57.56892027634845, 1.5578123257735454, 0.090419939, 55, 23.72235565235358, 98.33333333333333, 'Low Risk'),
(62726, 85, 18, '28:45.9', 36.65059012476389, 99.65401806152032, 120, 78, 28, 'Female', 79.60442337180643, 1.523527011796536, 0.12027632507560145, 42, 34.29547984507179, 92, 'High Risk'),
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(62904, 88, 18, '30:45.9', 36.695740039973685, 96.39737038428179, 113, 70, 71, 'Female', 91.90225926123225, 1.8924290741534817, 0.13026021960568734, 43, 25.66179105829835, 84.33333333333333, 'Low Risk'),
(62905, 85, 19, '29:45.9', 36.01506327, 98.35509129086847, 127, 84, 81, 'Male', 92.96982677987755, 1.5387352718039162, 0.13126902192071188, 43, 39.265777713079366, 98.33333333333333, 'High Risk'),
(62906, 78, 14, '28:45.9', 37.161042121655704, 96.18630764810717, 122, 75, 32, 'Male', 73.38594121718106, 1.5857818880905161, 0.094745747, 47, 29.182733029404154, 90.66666666666667, 'Low Risk'),
(62907, 91, 13, '27:45.9', 37.08902737047334, 97.35067298921818, 110, 74, 46, 'Female', 61.85394431740409, 1.9670079513565892, 0.13182821705256081, 36, 15.986565376616506, 86, 'High Risk'),
(62908, 79, 12, '26:45.9', 37.336564731809936, 98.12985532373993, 131, 86, 75, 'Male', 88.10270815003878, 1.606259586603938, 0.14918871235125397, 45, 34.147411870918965, 101, 'High Risk'),
(62909, 63, 13, '25:45.9', 36.08765182248404, 98.55470640534247, 115, 76, 18, 'Female', 64.92060181575698, 1.8198180530552779, 0.11468687993295386, 39, 19.60318321997003, 89, 'Low Risk'),
(62910, 86, 14, '24:45.9', 36.96777394012701, 96.98468658, 112, 83, 28, 'Male', 64.38427186031521, 1.7320678486014807, 0.1460533540509314, 29, 21.461001657017974, 92.66666666666667, 'Low Risk'),
(62911, 60, 15, '23:45.9', 36.67807456430814, 97.23781998427678, 117, 76, 75, 'Female', 66.809662, 1.6642378910022657, 0.089285995, 41, 24.12173062232511, 89.66666666666667, 'Low Risk'),
(62912, 80, 16, '22:45.9', 36.33106936957742, 95.24609190098874, 138, 82, 65, 'Female', 84.72569532816223, 1.8517758929992203, 0.074699283, 56, 24.708039654012186, 100.66666666666666, 'Low Risk'),
(62913, 72, 19, '21:45.9', 36.08263882944729, 97.36030463, 137, 74, 63, 'Male', 67.38888567454427, 1.5685588401985824, 0.073126157, 63, 27.389660279426923, 95, 'Low Risk'),
(62914, 97, 13, '20:45.9', 37.048078766596426, 96.52407691272411, 114, 80, 79, 'Male', 94.60199916488044, 1.8017440586986495, 0.1477160250634404, 34, 29.141648592267707, 91.33333333333333, 'High Risk'),
(62915, 83, 17, '19:45.9', 36.456910015450774, 99.04742442118874, 131, 86, 61, 'Male', 89.39878902847468, 1.5141405270596557, 0.067809003, 45, 38.99413297702602, 101, 'High Risk'),
(62916, 61, 19, '18:45.9', 36.95392884140277, 97.67010179, 116, 70, 38, 'Male', 85.38232657685037, 1.951248968, 0.084888244, 46, 22.425524642090533, 85.33333333333333, 'Low Risk'),
(62917, 94, 12, '17:45.9', 37.10529153092484, 97.64559080356268, 116, 82, 24, 'Male', 83.93345509144063, 1.791406683889715, 0.07510175, 34, 26.154517980091335, 93.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(62921, 67, 17, '13:45.9', 36.16192107210789, 97.36317939035582, 124, 85, 19, 'Male', 75.36967383818532, 1.618659084, 0.10160099330310055, 39, 28.766422723805416, 98, 'Low Risk'),
(62922, 61, 13, '12:45.9', 36.96396059618598, 98.71321468019026, 138, 79, 72, 'Male', 58.06737054655785, 1.750803126690788, 0.0677466, 59, 18.943382710497765, 98.66666666666666, 'Low Risk'),
(62923, 98, 16, '11:45.9', 36.86564871, 97.16823929167094, 115, 72, 72, 'Male', 81.27950917303792, 1.8240493280021868, 0.13950823579499144, 43, 24.429125165885186, 86.33333333333333, 'High Risk'),
(62924, 87, 15, '10:45.9', 36.07905826101997, 97.03600021922502, 119, 84, 31, 'Female', 95.25070092403767, 1.7024189439833917, 0.10056941417876375, 35, 32.86512538746446, 95.66666666666667, 'High Risk'),
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(62926, 81, 12, '08:45.9', 36.93481498001623, 98.00716218018844, 116, 71, 79, 'Male', 99.52649827244885, 1.6818734363678831, 0.1209597002351082, 45, 35.18455814887714, 86, 'High Risk'),
(62927, 62, 13, '07:45.9', 36.21044777049878, 95.37099112, 125, 77, 34, 'Male', 58.92496785312961, 1.8403632001613848, 0.12621242846952968, 48, 17.39771744334797, 93, 'High Risk'),
(62928, 91, 17, '06:45.9', 36.23968848515659, 97.51391589, 110, 78, 21, 'Female', 99.03532951051518, 1.9333702865727285, 0.057572655, 32, 26.494764973952137, 88.66666666666667, 'High Risk'),
(62929, 84, 19, '05:45.9', 37.13189921012115, 95.00949075765772, 127, 72, 20, 'Female', 79.76840912687372, 1.573394728523991, 0.086006213, 55, 32.22222672556982, 90.33333333333333, 'High Risk'),
(62930, 79, 18, '04:45.9', 36.515427607025124, 98.33987640304595, 127, 71, 58, 'Male', 69.20653492, 1.9329992051911142, 0.11026003732077669, 56, 18.521824052459156, 89.66666666666666, 'Low Risk'),
(62931, 64, 19, '03:45.9', 37.00393072668049, 98.11029967254957, 132, 77, 26, 'Female', 65.14574565477145, 1.8095361328619464, 0.12088544031570601, 55, 19.89534801230521, 95.33333333333333, 'Low Risk'),
(62932, 84, 13, '02:45.9', 37.42066662859005, 99.85040585386024, 128, 88, 78, 'Male', 94.84956536750198, 1.6086119133607149, 0.095017121, 40, 36.65496284556035, 101.33333333333333, 'High Risk'),
(62933, 75, 19, '01:45.9', 37.20741792, 96.40621883773623, 130, 82, 46, 'Male', 83.36397848937855, 1.7212725944417875, 0.073951462, 48, 28.13708643122929, 98, 'Low Risk'),
(62934, 97, 14, '00:45.9', 36.22006547981255, 96.98197790220063, 124, 74, 71, 'Female', 72.37319358923352, 1.9970882781037615, 0.11385221633921115, 50, 18.146096322085146, 90.66666666666666, 'High Risk'),
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(62936, 81, 19, '58:45.9', 36.14936503953948, 97.06228046660578, 138, 71, 80, 'Male', 99.14114430977084, 1.8627786176284549, 0.090281117, 67, 28.57139458609965, 93.33333333333333, 'Low Risk'),
(62937, 78, 16, '57:45.9', 36.95619616603614, 97.05465200951411, 126, 85, 64, 'Female', 61.55638800802257, 1.8776925449957353, 0.052513891, 41, 17.45919294511318, 98.66666666666667, 'High Risk'),
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(62944, 78, 17, '50:45.9', 37.14470825613135, 97.26699663, 125, 70, 80, 'Female', 83.57990492695681, 1.7566313298381706, 0.088388917, 55, 27.085734953792038, 88.33333333333333, 'Low Risk'),
(62945, 88, 17, '49:45.9', 37.11836119846465, 96.45769745163685, 112, 86, 70, 'Male', 51.11299606176191, 1.7839737693152062, 0.067252826, 26, 16.06032796324974, 94.66666666666667, 'High Risk'),
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(62964, 87, 14, '30:45.9', 36.69665630941087, 99.44374049, 119, 73, 45, 'Male', 60.89668315380104, 1.7549616131264796, 0.086869484, 46, 19.772354838272292, 88.33333333333333, 'Low Risk'),
(62965, 74, 15, '29:45.9', 36.39877400289686, 98.51719521241091, 132, 81, 44, 'Male', 65.28263923838418, 1.6441800608244708, 0.061184122, 51, 24.148988761145244, 98, 'Low Risk'),
(62966, 98, 12, '28:45.9', 36.82423765901648, 96.46160212523424, 123, 87, 65, 'Female', 77.39234228617171, 1.6770158927589485, 0.10935924768012617, 36, 27.518428828299772, 99, 'High Risk'),
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(62970, 68, 17, '24:45.9', 36.78415747762426, 99.10080578140497, 126, 89, 26, 'Male', 81.89299661071205, 1.602746756403463, 0.10321583030762002, 37, 31.87989994747335, 101.33333333333333, 'High Risk'),
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(62976, 97, 18, '18:45.9', 36.39680293619835, 98.55399938247723, 117, 85, 82, 'Male', 93.94236324, 1.8934815590258522, 0.13464849220074954, 32, 26.20229438174577, 95.66666666666667, 'High Risk'),
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(62984, 76, 16, '10:45.9', 36.79307130535272, 95.07802823, 137, 77, 54, 'Male', 52.31771115548795, 1.8472920236270969, 0.055225653, 60, 15.331252126479168, 97, 'High Risk'),
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(63163, 95, 12, '11:45.9', 37.28373716793214, 98.96224668639012, 119, 71, 31, 'Female', 61.30701574038849, 1.8820479858090755, 0.082121438, 48, 17.308075932838754, 87, 'High Risk'),
(63164, 88, 16, '10:45.9', 36.32004933258536, 95.43387666501542, 118, 89, 40, 'Male', 59.24847298489238, 1.5560037997012586, 0.074726956, 29, 24.47123318156207, 98.66666666666667, 'Low Risk'),
(63165, 64, 16, '09:45.9', 36.86771316609209, 99.32378902954483, 132, 76, 72, 'Male', 93.07645132584275, 1.5634424431046714, 0.074855938, 56, 38.07816588374721, 94.66666666666666, 'High Risk'),
(63166, 65, 19, '08:45.9', 36.81208018820027, 95.83762143, 126, 72, 23, 'Female', 76.61131624096309, 1.9988870062982986, 0.078454696, 54, 19.174163845813815, 90, 'Low Risk'),
(63167, 61, 17, '07:45.9', 37.294846740253135, 97.97969175688883, 137, 87, 70, 'Male', 84.88700286084111, 1.7592496833239692, 0.083068761, 50, 27.427500837899576, 103.66666666666666, 'Low Risk'),
(63168, 64, 19, '06:45.9', 36.09483696390508, 98.67902008981203, 137, 83, 84, 'Female', 71.13619571119068, 1.9655843195886047, 0.11587816007638785, 54, 18.412267592695354, 101, 'High Risk'),
(63169, 84, 18, '05:45.9', 37.02792340337688, 98.23262202635817, 119, 85, 69, 'Female', 92.02355207969808, 1.7290913468282334, 0.063381423, 34, 30.779610382562137, 96.33333333333333, 'High Risk'),
(63170, 73, 14, '04:45.9', 36.283715973360344, 96.99713174092857, 115, 80, 67, 'Male', 56.17068973410812, 1.971773671298458, 0.14777973802236893, 35, 14.44759737314199, 91.66666666666667, 'High Risk'),
(63171, 71, 19, '03:45.9', 37.45891996531259, 96.44371197662623, 117, 75, 69, 'Male', 75.40751979196895, 1.7574224562340166, 0.080056215, 42, 24.41531398671231, 89, 'Low Risk'),
(63172, 96, 15, '02:45.9', 36.90305194858498, 96.83364264478341, 130, 77, 63, 'Female', 71.01141042924047, 1.6566682612279253, 0.051987537, 53, 25.873610418128028, 94.66666666666666, 'High Risk'),
(63173, 77, 18, '01:45.9', 36.247713065988606, 98.71957075359921, 125, 80, 69, 'Male', 54.483736762790706, 1.6848705115696894, 0.084244398, 45, 19.192600667959507, 95, 'Low Risk'),
(63174, 77, 18, '00:45.9', 36.464091512141174, 97.53374296, 134, 82, 33, 'Male', 95.85367684, 1.8417180185118998, 0.0737104, 52, 28.259371744031238, 99.33333333333333, 'Low Risk'),
(63175, 61, 14, '59:45.9', 36.38752966157592, 95.52360698812457, 133, 82, 42, 'Male', 56.06333710276574, 1.512324971305805, 0.074451256, 51, 24.512561630194316, 99, 'Low Risk'),
(63176, 97, 18, '58:45.9', 36.38509498995916, 99.78744649066756, 117, 81, 34, 'Female', 99.31115118159545, 1.728841340019342, 0.1349464184496888, 36, 33.22674040748012, 93, 'High Risk'),
(63177, 66, 12, '57:45.9', 37.14982033069711, 97.08953279062824, 127, 78, 54, 'Male', 94.95212290895755, 1.8068169444839306, 0.12713535057124456, 49, 29.08548898018335, 94.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(63179, 87, 18, '55:45.9', 37.087267484507514, 99.60335998133763, 135, 86, 43, 'Male', 91.05922211038524, 1.655586759797987, 0.076351872, 49, 33.221561901744565, 102.33333333333333, 'High Risk'),
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(63181, 68, 18, '53:45.9', 36.10127310393741, 96.06647188093092, 136, 84, 39, 'Male', 91.38014253239797, 1.6517499236852735, 0.1386639522093368, 52, 33.493708809364676, 101.33333333333333, 'High Risk'),
(63182, 71, 18, '52:45.9', 36.902354813484614, 97.82299830339102, 127, 84, 24, 'Male', 77.42953847140636, 1.6923535722894207, 0.071092373, 43, 27.034881211183148, 98.33333333333333, 'Low Risk'),
(63183, 78, 16, '51:45.9', 36.606383843926395, 95.88512636164195, 113, 79, 85, 'Male', 76.71647902510534, 1.7674686768021854, 0.14982637804734017, 34, 24.557559806523752, 90.33333333333333, 'Low Risk'),
(63184, 77, 14, '50:45.9', 37.06413027391657, 99.49685771108976, 117, 78, 78, 'Female', 55.09284834954304, 1.9182115487423177, 0.14557323919590032, 39, 14.972772423275192, 91, 'High Risk'),
(63185, 96, 19, '49:45.9', 36.91875908648849, 96.82111853, 113, 85, 47, 'Female', 56.82145016857418, 1.5360890510251541, 0.088748566, 28, 24.081277715431717, 94.33333333333333, 'High Risk'),
(63186, 75, 18, '48:45.9', 36.30683467168195, 96.78470480482252, 133, 77, 72, 'Male', 80.29092684676698, 1.860156612043633, 0.065082608, 56, 23.20424544988713, 95.66666666666666, 'Low Risk'),
(63187, 62, 17, '47:45.9', 36.62166266564308, 96.39262748330158, 111, 86, 53, 'Female', 86.62464884, 1.7225824328467563, 0.085120781, 25, 29.193183643354335, 94.33333333333333, 'Low Risk'),
(63188, 73, 16, '46:45.9', 36.15346122472966, 96.32315212577906, 125, 75, 58, 'Male', 58.703710941297814, 1.735337974995094, 0.070583953, 50, 19.49384077931022, 91.66666666666666, 'Low Risk'),
(63189, 81, 12, '45:45.9', 37.27410820479511, 96.94645471184691, 120, 87, 38, 'Male', 83.26579464101624, 1.5027917944726354, 0.062832914, 33, 36.869648813062064, 98, 'High Risk'),
(63190, 83, 19, '44:45.9', 36.53558037897272, 95.08574319299991, 131, 80, 26, 'Female', 60.82680227505283, 1.7258701838713124, 0.076338273, 51, 20.421081279430727, 97, 'Low Risk'),
(63191, 97, 13, '43:45.9', 36.988133559220486, 95.16097120402384, 136, 84, 52, 'Male', 96.92501045552567, 1.7520617372924754, 0.11101112181516959, 52, 31.57454099897551, 101.33333333333333, 'High Risk'),
(63192, 95, 15, '42:45.9', 37.33924552138813, 96.89894694398795, 116, 77, 31, 'Female', 80.02847457238124, 1.5866748895348324, 0.14162822356880622, 39, 31.78839796722143, 90, 'High Risk'),
(63193, 88, 12, '41:45.9', 36.30661015156885, 97.86539639858282, 113, 88, 65, 'Female', 88.68208119413666, 1.9386210622382751, 0.075486753, 25, 23.59663218197071, 96.33333333333333, 'Low Risk'),
(63194, 69, 17, '40:45.9', 36.63758115696683, 97.08364949273572, 113, 88, 31, 'Female', 94.94026921445042, 1.9530810112094579, 0.09580864, 25, 24.88914303986697, 96.33333333333333, 'Low Risk'),
(63195, 68, 16, '39:45.9', 37.33432081113051, 95.47708603836264, 135, 89, 42, 'Female', 91.87336023579806, 1.523056875556874, 0.14982900825810236, 46, 39.60566938582287, 104.33333333333333, 'High Risk'),
(63196, 76, 19, '38:45.9', 36.12303086251729, 98.93765141315505, 112, 89, 22, 'Female', 96.55793178445967, 1.7168592028307663, 0.094610303, 23, 32.75809162809953, 96.66666666666667, 'High Risk'),
(63197, 96, 17, '37:45.9', 36.91372475, 99.35067479992915, 124, 83, 78, 'Female', 85.18326331348025, 1.745061078516867, 0.12587841287270748, 41, 27.97261121165249, 96.66666666666667, 'High Risk'),
(63198, 87, 13, '36:45.9', 36.455651409576824, 95.02656585812234, 111, 73, 39, 'Male', 62.37507502618672, 1.5987612564164815, 0.072228446, 38, 24.403035434171294, 85.66666666666667, 'Low Risk'),
(63199, 85, 18, '35:45.9', 37.40889001302326, 96.32588710327772, 121, 87, 76, 'Male', 70.79970551353085, 1.9761071576551619, 0.057640964, 34, 18.13052870815339, 98.33333333333333, 'High Risk'),
(63200, 80, 18, '34:45.9', 37.014429472128334, 99.36342133635212, 135, 84, 55, 'Male', 87.42705749726451, 1.8204918277363134, 0.13122783546543812, 51, 26.379611441465254, 101, 'Low Risk'),
(63201, 62, 14, '33:45.9', 36.63721356628928, 98.79691799475111, 134, 87, 50, 'Male', 63.91771075987104, 1.813271035284667, 0.080832074, 47, 19.439977751003173, 102.66666666666667, 'Low Risk'),
(63202, 81, 16, '32:45.9', 36.29318812456388, 95.08704369, 119, 70, 58, 'Female', 94.44005326088579, 1.8171391197566358, 0.064548471, 49, 28.600911042427438, 86.33333333333333, 'Low Risk'),
(63203, 72, 16, '31:45.9', 36.08509100454349, 96.58647883478103, 126, 86, 58, 'Male', 90.75698439981801, 1.6670884663554693, 0.091105847, 40, 32.65598315210131, 99.33333333333333, 'High Risk'),
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(63205, 83, 15, '29:45.9', 36.24532418966802, 97.57955438380621, 118, 87, 36, 'Male', 56.29828218508736, 1.8206072672899465, 0.14089202861440792, 31, 16.98488456513901, 97.33333333333333, 'High Risk'),
(63206, 64, 18, '28:45.9', 36.54605084285996, 99.94066806811225, 118, 87, 22, 'Male', 72.68622688614694, 1.6915945171644398, 0.1039409982230442, 31, 25.40151313350199, 97.33333333333333, 'Low Risk'),
(63207, 63, 16, '27:45.9', 36.29559512837779, 96.04827279864047, 125, 81, 74, 'Female', 76.70038347227683, 1.7743455379744022, 0.13536699950899528, 44, 24.362459930852012, 95.66666666666667, 'Low Risk'),
(63208, 67, 13, '26:45.9', 37.350534476267825, 97.16766131, 117, 82, 52, 'Male', 93.79626771451231, 1.583372503419508, 0.050132876787916385, 35, 37.412726573378826, 93.66666666666667, 'High Risk'),
(63209, 81, 16, '25:45.9', 37.340584265828596, 96.14774305, 139, 87, 57, 'Female', 93.48891291477827, 1.5574817787800619, 0.13397800748160127, 52, 38.540217467921785, 104.33333333333333, 'High Risk'),
(63210, 94, 17, '24:45.9', 36.092639233890445, 97.79145402, 134, 70, 30, 'Female', 59.79354625110045, 1.6569788827941947, 0.060516653533571885, 64, 21.778118880764428, 91.33333333333333, 'High Risk'),
(63211, 62, 13, '23:45.9', 36.052291277524546, 95.80003921947784, 112, 85, 75, 'Male', 93.69238182952168, 1.6115748925722555, 0.10789913200293327, 27, 36.074747021014964, 94, 'High Risk'),
(63212, 63, 18, '22:45.9', 37.44774876954155, 97.08371770915087, 112, 76, 53, 'Male', 98.66978634563276, 1.6850683428171962, 0.13847788460687005, 36, 34.74954709, 88, 'High Risk'),
(63213, 65, 19, '21:45.9', 36.557292718267114, 96.06506355275945, 132, 83, 55, 'Female', 96.00811936, 1.6422025652664531, 0.11245788978863228, 49, 35.600369884496615, 99.33333333333333, 'High Risk'),
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(63215, 89, 15, '19:45.9', 36.99795666755335, 96.46996174251771, 119, 72, 48, 'Male', 57.286948006685016, 1.506128481176635, 0.087224956, 47, 25.254085309899796, 87.66666666666667, 'Low Risk'),
(63216, 67, 13, '18:45.9', 36.50295544011459, 96.30528490676724, 127, 84, 56, 'Female', 92.11221573670728, 1.7530758313033201, 0.12451307724513741, 43, 29.972006938553097, 98.33333333333333, 'Low Risk'),
(63217, 91, 18, '17:45.9', 36.62549162147056, 96.39900140386517, 137, 84, 30, 'Female', 92.22004218576011, 1.5579666269914714, 0.077626618, 53, 37.993474854239665, 101.66666666666666, 'High Risk'),
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(63219, 98, 14, '15:45.9', 36.44336302135694, 96.68618668974142, 113, 85, 23, 'Female', 93.79160966663031, 1.5222955931321742, 0.082640742, 28, 40.473057038447095, 94.33333333333333, 'High Risk'),
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(63221, 72, 19, '13:45.9', 36.23225226752479, 98.17411114144872, 125, 78, 50, 'Female', 96.83472006674782, 1.740194399344484, 0.091583732, 47, 31.976841793518844, 93.66666666666667, 'High Risk'),
(63222, 87, 17, '12:45.9', 36.805429468408065, 95.58370940382935, 118, 81, 77, 'Male', 96.65343978840652, 1.6441683292363012, 0.058535438, 37, 35.75401005776488, 93.33333333333333, 'High Risk'),
(63223, 77, 19, '11:45.9', 37.45948477, 95.84203533860546, 130, 86, 43, 'Female', 85.64522515, 1.5810883993092797, 0.1325764657079581, 44, 34.260275503440276, 100.66666666666667, 'High Risk'),
(63224, 83, 18, '10:45.9', 36.038624854764976, 97.84535242286799, 111, 86, 47, 'Female', 70.69489727757013, 1.810391210417247, 0.10738951117078138, 25, 21.56965520747972, 94.33333333333333, 'Low Risk'),
(63225, 98, 18, '09:45.9', 36.13786027156754, 96.23607676185458, 116, 84, 60, 'Female', 66.58998505823814, 1.5694585548308253, 0.12207339554522258, 32, 27.033931819995356, 94.66666666666667, 'High Risk'),
(63226, 95, 16, '08:45.9', 37.37834641711317, 95.69468315973376, 121, 71, 64, 'Female', 91.02190490605173, 1.5494673794366924, 0.062798071, 50, 37.91237968002401, 87.66666666666666, 'High Risk'),
(63227, 67, 18, '07:45.9', 36.88280791012564, 98.00049226664535, 124, 89, 71, 'Female', 75.82884830346339, 1.594556529, 0.10286213554446502, 35, 29.823226014337944, 100.66666666666667, 'Low Risk'),
(63228, 65, 17, '06:45.9', 36.20561728050725, 99.77892666564422, 119, 87, 81, 'Male', 68.96899299, 1.6916286370689062, 0.06846441, 32, 24.10148641784481, 97.66666666666667, 'Low Risk'),
(63229, 95, 14, '05:45.9', 37.10055142528069, 97.10999746, 117, 75, 56, 'Male', 79.03711171831478, 1.6530900826034443, 0.053374039746777395, 42, 28.92264589274664, 89, 'High Risk'),
(63230, 94, 17, '04:45.9', 37.044629200612725, 96.22665572128699, 123, 82, 48, 'Female', 89.41398960238047, 1.670112723592056, 0.086234831, 41, 32.05633765520005, 95.66666666666667, 'High Risk'),
(63231, 98, 13, '03:45.9', 37.18655170922322, 99.19883484, 135, 77, 49, 'Female', 70.93746324194555, 1.532884358263718, 0.064054081, 58, 30.189565917355957, 96.33333333333333, 'High Risk'),
(63232, 81, 16, '02:45.9', 36.478845965218134, 98.47257793, 129, 88, 37, 'Male', 67.06407101973184, 1.9403237170450354, 0.081770166, 41, 17.813182963372235, 101.66666666666667, 'High Risk'),
(63233, 68, 18, '01:45.9', 36.179063295560894, 96.17663115258803, 131, 76, 37, 'Female', 82.27375992081576, 1.5965574047900846, 0.10113057673625578, 55, 32.27693356484012, 94.33333333333333, 'High Risk'),
(63234, 71, 16, '00:45.9', 36.822931756001104, 96.10891283567256, 128, 79, 35, 'Female', 69.84869553687233, 1.7777035116453102, 0.055104880655118496, 49, 22.10241042675021, 95.33333333333333, 'Low Risk'),
(63235, 69, 15, '59:45.9', 36.620981356601646, 95.12147853403361, 133, 74, 63, 'Female', 61.847151706378526, 1.5227774433729866, 0.10458154811044354, 59, 26.67146268467246, 93.66666666666666, 'Low Risk'),
(63236, 98, 19, '58:45.9', 37.22700364841765, 96.90446138421808, 136, 83, 31, 'Male', 50.47564054661359, 1.8667675055911925, 0.10068974067256922, 53, 14.48442881466938, 100.66666666666666, 'High Risk'),
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(63238, 88, 19, '56:45.9', 36.176286028770306, 97.89187876, 126, 70, 76, 'Male', 82.79147424660886, 1.5788806190591365, 0.097581859, 56, 33.21138816225713, 88.66666666666666, 'High Risk'),
(63239, 81, 16, '55:45.9', 37.20736044118355, 96.60089725630053, 110, 76, 77, 'Male', 88.51111704331288, 1.996807686456574, 0.10539772465110374, 34, 22.198587556824336, 87.33333333333333, 'Low Risk'),
(63240, 71, 15, '54:45.9', 36.54728293410832, 95.76992358282544, 120, 78, 23, 'Male', 71.92309288544621, 1.5579737104102216, 0.10081055506738833, 42, 29.631122566695534, 92, 'Low Risk'),
(63241, 76, 13, '53:45.9', 36.641099652914896, 98.29455181776967, 136, 89, 45, 'Female', 61.31492389507763, 1.9539794656763263, 0.05747123, 47, 16.059284897577584, 104.66666666666667, 'High Risk'),
(63242, 75, 17, '52:45.9', 36.652232699257816, 99.78511352, 111, 78, 30, 'Female', 57.03687990688122, 1.6687446775206904, 0.071117944, 33, 20.482170319715124, 89, 'Low Risk'),
(63243, 98, 13, '51:45.9', 37.054641618240915, 99.11399375821298, 116, 88, 41, 'Male', 95.27697674460225, 1.9128282289952065, 0.12468756886361625, 28, 26.039702806884335, 97.33333333333333, 'High Risk'),
(63244, 87, 16, '50:45.9', 36.23839032394565, 97.31736939802101, 135, 86, 59, 'Female', 65.13219721427858, 1.6497139990431104, 0.1480926549223613, 49, 23.931967795593224, 102.33333333333333, 'Low Risk'),
(63245, 72, 16, '49:45.9', 37.48639793901906, 97.78580859234468, 133, 82, 37, 'Male', 74.10755676326121, 1.6140935413698625, 0.10520700210192484, 51, 28.444944836543005, 99, 'Low Risk'),
(63246, 78, 16, '48:45.9', 36.66990334543631, 95.91929435, 123, 71, 78, 'Female', 95.73118709320208, 1.6205413894631278, 0.077919239, 52, 36.45299273980719, 88.33333333333333, 'High Risk'),
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(63423, 69, 17, '51:45.9', 36.29216075875261, 95.88829853470267, 116, 79, 41, 'Male', 81.75078667, 1.6241285090720337, 0.14987734939695824, 37, 30.99211114728145, 91.33333333333333, 'High Risk'),
(63424, 99, 14, '50:45.9', 36.15374896540929, 95.54848413, 125, 76, 73, 'Male', 95.66560764363626, 1.9398589798607804, 0.057010339, 49, 25.422339562680488, 92.33333333333333, 'High Risk'),
(63425, 79, 18, '49:45.9', 37.01064374543128, 97.24382725428892, 111, 72, 27, 'Male', 79.60948639298076, 1.5157870446033996, 0.1231422542304837, 39, 34.64881932114416, 85, 'High Risk'),
(63426, 94, 12, '48:45.9', 36.82502161644698, 96.88978509759042, 125, 88, 22, 'Female', 55.37247499250205, 1.758628333687845, 0.12788305570252806, 37, 17.903824161313096, 100.33333333333333, 'High Risk'),
(63427, 70, 14, '47:45.9', 36.09757334009128, 96.14757907472074, 116, 81, 63, 'Female', 72.24797384806298, 1.8058326911949416, 0.059568672, 35, 22.154943681715277, 92.66666666666667, 'Low Risk'),
(63428, 90, 17, '46:45.9', 36.33749617822286, 96.24681902782787, 128, 86, 52, 'Male', 65.38193651520618, 1.8991667784647996, 0.10806348125146775, 42, 18.12723521903234, 100, 'High Risk'),
(63429, 61, 17, '45:45.9', 36.78609134511977, 95.15019383042626, 118, 87, 66, 'Female', 57.492803579852655, 1.725605127529055, 0.11755647076327155, 31, 19.30770443, 97.33333333333333, 'Low Risk'),
(63430, 99, 14, '44:45.9', 37.49089787201069, 96.24843077098954, 121, 77, 20, 'Female', 67.49146877501836, 1.9476462820898133, 0.096126945, 44, 17.792161301420375, 91.66666666666667, 'High Risk'),
(63431, 96, 14, '43:45.9', 37.02017693953688, 98.68578653084187, 125, 83, 80, 'Female', 54.86599189231831, 1.9626221335808158, 0.08125311, 42, 14.243930643644411, 97, 'High Risk'),
(63432, 92, 19, '42:45.9', 36.430407949414224, 97.47793822185434, 135, 70, 80, 'Male', 63.25557643462072, 1.8296772022905772, 0.085030494, 65, 18.895129122960896, 91.66666666666666, 'High Risk'),
(63433, 64, 14, '41:45.9', 37.40303288852925, 99.67726613189342, 137, 73, 48, 'Female', 92.57451633584935, 1.5675458897160972, 0.1323949039639165, 64, 37.67479731067486, 94.33333333333333, 'High Risk'),
(63434, 74, 15, '40:45.9', 37.40451657623673, 95.68136778, 128, 85, 78, 'Female', 99.78974774425086, 1.9780135484149335, 0.060982436, 43, 25.50512174057577, 99.33333333333333, 'Low Risk'),
(63435, 80, 13, '39:45.9', 36.32360119627586, 99.64500188304595, 121, 75, 59, 'Female', 99.19656474665447, 1.7501937507257723, 0.13884272465337927, 46, 32.38354395363042, 90.33333333333333, 'High Risk'),
(63436, 70, 17, '38:45.9', 36.744836229293135, 95.57330037898643, 128, 89, 86, 'Female', 98.76830950749903, 1.664186481528907, 0.12736475884273765, 39, 35.662652425283824, 102, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(63437, 69, 15, '37:45.9', 36.401265911203545, 96.62406557480998, 119, 83, 74, 'Male', 74.92828523859052, 1.6187980916365659, 0.10189395708393388, 36, 28.59304621659239, 95, 'Low Risk'),
(63438, 67, 15, '36:45.9', 37.268809140952946, 99.83051746413868, 112, 80, 19, 'Female', 55.77467076385353, 1.6603439414090044, 0.1408438895749612, 32, 20.232096687867756, 90.66666666666667, 'Low Risk'),
(63439, 97, 15, '35:45.9', 36.44529337891345, 97.21497416, 117, 87, 18, 'Female', 76.26500794808527, 1.9832617208823078, 0.069581845, 30, 19.38943975683171, 97, 'High Risk'),
(63440, 77, 15, '34:45.9', 36.05768850022758, 99.11071100291925, 137, 71, 73, 'Female', 64.93586436356561, 1.7103189958462386, 0.1163812747394595, 66, 22.198845430598695, 93, 'Low Risk'),
(63441, 75, 12, '33:45.9', 36.72777868462791, 98.54967828366392, 129, 80, 29, 'Female', 57.766174618546614, 1.8925538302057754, 0.055316153, 49, 16.127874177748602, 96.33333333333333, 'High Risk'),
(63442, 93, 13, '32:45.9', 36.8658046, 98.87312031905061, 131, 71, 43, 'Female', 71.26363554, 1.5346481948704112, 0.10304212818993684, 60, 30.258702992257927, 91, 'High Risk'),
(63443, 91, 15, '31:45.9', 36.62015346526162, 96.89469515618198, 122, 84, 87, 'Female', 52.267775454512034, 1.7421756698809636, 0.09866234, 38, 17.220673311827973, 96.66666666666667, 'High Risk'),
(63444, 90, 19, '30:45.9', 37.33041848874755, 96.57174634094082, 126, 89, 52, 'Female', 93.06772411465053, 1.6881718342734304, 0.13338320224687633, 37, 32.656211, 101.33333333333333, 'High Risk'),
(63445, 82, 14, '29:45.9', 37.139515933956794, 98.93719876650495, 118, 80, 56, 'Female', 94.77138963251107, 1.7600749992129496, 0.137547867, 38, 30.592495198364382, 92.66666666666667, 'High Risk'),
(63446, 93, 17, '28:45.9', 37.24114297239212, 95.66531865394248, 135, 77, 26, 'Female', 69.08414471844192, 1.8123600880528288, 0.087716229, 58, 21.032427772787717, 96.33333333333333, 'High Risk'),
(63447, 92, 12, '27:45.9', 36.72486468769703, 96.30241662562393, 130, 76, 86, 'Male', 72.00746395904953, 1.575760727694167, 0.058362772, 54, 28.99993141489943, 94, 'High Risk'),
(63448, 87, 14, '26:45.9', 36.95309343936477, 97.31526590455333, 138, 78, 54, 'Female', 56.54945338508838, 1.9058684358502531, 0.07748404, 60, 15.568349629282856, 98, 'High Risk'),
(63449, 95, 17, '25:45.9', 36.45103435, 98.64158053496897, 121, 81, 24, 'Male', 77.44305933119276, 1.9378771360914704, 0.080873542, 40, 20.621963963912783, 94.33333333333333, 'High Risk'),
(63450, 60, 12, '24:45.9', 36.723333051836406, 99.44836956821052, 134, 76, 41, 'Male', 53.82197362836997, 1.764860762319771, 0.098801169, 58, 17.27980048664712, 95.33333333333333, 'High Risk'),
(63451, 88, 16, '23:45.9', 36.206644114424854, 97.99262792151745, 126, 75, 39, 'Male', 61.112597927976694, 1.7528759123186501, 0.088506526, 51, 19.889707666687904, 92, 'Low Risk'),
(63452, 77, 15, '22:45.9', 36.58909488198532, 95.64562259354791, 124, 74, 28, 'Female', 88.47541264, 1.663734290179355, 0.10032481495076181, 50, 31.963524509468506, 90.66666666666666, 'High Risk'),
(63453, 88, 19, '21:45.9', 36.059246605859386, 95.43102711, 133, 76, 34, 'Male', 83.33931494756115, 1.9881621643873049, 0.067785687, 57, 21.08367518, 95, 'Low Risk'),
(63454, 88, 18, '20:45.9', 36.96962237662013, 97.38909758668763, 124, 70, 24, 'Female', 53.09598165370707, 1.9082507346646478, 0.061409653156075286, 54, 14.581116438472781, 88, 'High Risk'),
(63455, 74, 13, '19:45.9', 37.25371809863368, 95.75701924031344, 137, 80, 55, 'Female', 86.92916204091304, 1.5337662817251883, 0.059492232130445494, 57, 36.95278040528511, 99, 'High Risk'),
(63456, 99, 18, '18:45.9', 36.428447810630345, 96.27201449324592, 134, 77, 24, 'Female', 99.67942214515593, 1.8564470477178197, 0.10164108538579616, 57, 28.922802988691558, 96, 'High Risk'),
(63457, 72, 14, '17:45.9', 37.29501799558814, 99.15352591787811, 118, 70, 59, 'Male', 83.77277309831408, 1.818242286623159, 0.12560592773029666, 48, 25.339578364923884, 86, 'Low Risk'),
(63458, 79, 14, '16:45.9', 37.46108507323107, 95.53256073724974, 120, 73, 51, 'Female', 80.77868830846609, 1.9931445474868263, 0.096509184, 47, 20.333830780013596, 88.66666666666667, 'Low Risk'),
(63459, 93, 19, '15:45.9', 36.86526869869822, 97.07021517985852, 126, 79, 78, 'Female', 62.02414748005093, 1.6296924657765655, 0.11468857594434516, 47, 23.353366125455505, 94.66666666666667, 'High Risk'),
(63460, 74, 12, '14:45.9', 37.349475598118474, 98.27894694548615, 112, 81, 71, 'Male', 71.60479935775219, 1.9372864920409183, 0.087297133, 31, 19.078948316537566, 91.33333333333333, 'Low Risk'),
(63461, 66, 18, '13:45.9', 36.50726245644689, 95.95469482626255, 132, 86, 78, 'Male', 91.42427101732963, 1.7006466597347858, 0.10939474546866165, 46, 31.610642656552233, 101.33333333333333, 'High Risk'),
(63462, 96, 14, '12:45.9', 36.625791360182795, 96.78419757513737, 110, 78, 88, 'Male', 62.16351112099143, 1.7852053374778005, 0.094577008, 32, 19.505594121335797, 88.66666666666667, 'High Risk'),
(63463, 92, 16, '11:45.9', 36.566650242999295, 96.72749582630907, 118, 74, 78, 'Male', 55.48415125912188, 1.6543971298624642, 0.084677504, 44, 20.27166455, 88.66666666666667, 'High Risk'),
(63464, 66, 13, '10:45.9', 37.03485955, 98.28880185117606, 136, 89, 86, 'Male', 82.52154166378762, 1.7828126545488598, 0.12822207184441575, 47, 25.96306237299804, 104.66666666666667, 'Low Risk'),
(63465, 61, 12, '09:45.9', 37.30205300106141, 95.25800762413152, 114, 84, 60, 'Female', 87.32038552, 1.6349436980307674, 0.057479842, 30, 32.66705932517217, 94, 'High Risk'),
(63466, 87, 13, '08:45.9', 36.974385281332175, 98.36501678226423, 110, 70, 71, 'Male', 94.16863529941668, 1.8426064831528577, 0.063620536, 40, 27.735824898106163, 83.33333333333333, 'Low Risk'),
(63467, 98, 18, '07:45.9', 36.44505067507387, 97.55565075401788, 116, 80, 73, 'Female', 50.32089153042222, 1.556354031543768, 0.07692095, 36, 20.77454577126549, 92, 'High Risk'),
(63468, 70, 13, '06:45.9', 36.744419421149516, 97.15561355851622, 135, 85, 19, 'Male', 97.09654035721414, 1.6709638853654898, 0.11711196337784459, 50, 34.775199385841745, 101.66666666666666, 'High Risk'),
(63469, 90, 12, '05:45.9', 37.17597378997686, 99.31973423436807, 129, 79, 84, 'Male', 50.410656452563664, 1.6820721846632476, 0.077489476, 50, 17.81693905482456, 95.66666666666666, 'High Risk'),
(63470, 97, 12, '04:45.9', 36.72312510638663, 99.86422270952038, 136, 72, 78, 'Male', 95.41067088443299, 1.6163983246533777, 0.10767382996133781, 64, 36.517426712486404, 93.33333333333333, 'High Risk'),
(63471, 76, 12, '03:45.9', 37.34939541125172, 96.76298041229239, 131, 70, 48, 'Male', 86.55093069110694, 1.5537852279737132, 0.11375272663770476, 61, 35.85005000446721, 90.33333333333333, 'High Risk'),
(63472, 71, 18, '02:45.9', 36.54172766973139, 95.47771361409085, 111, 80, 71, 'Male', 94.34384778953496, 1.5472881352577712, 0.053672742, 31, 39.406802217685424, 90.33333333333333, 'High Risk'),
(63473, 64, 18, '01:45.9', 36.950271196413034, 99.98435476, 130, 85, 41, 'Male', 98.52808067855393, 1.634657976463415, 0.1420068274625909, 45, 36.87280926243837, 100, 'High Risk'),
(63474, 87, 12, '00:45.9', 36.19421270105622, 96.04188535486506, 133, 85, 76, 'Male', 54.66570210813018, 1.8286577271188091, 0.128795319, 48, 16.347452324779564, 101, 'High Risk'),
(63475, 69, 12, '59:45.9', 36.493229038318816, 99.05276124327506, 116, 83, 66, 'Male', 59.224471736246755, 1.6150183021895588, 0.066096979, 33, 22.70629620588455, 94, 'Low Risk'),
(63476, 67, 16, '58:45.9', 36.52751424929977, 95.09428877, 130, 84, 43, 'Male', 53.39341033, 1.748068209349455, 0.079285508, 46, 17.47313818278502, 99.33333333333333, 'High Risk'),
(63477, 84, 18, '57:45.9', 36.47274159, 99.62638433181452, 121, 86, 75, 'Female', 72.95243622177479, 1.622193353506027, 0.10656740941920814, 35, 27.722638653577746, 97.66666666666667, 'Low Risk'),
(63478, 89, 12, '56:45.9', 36.17670794, 97.71047243538831, 135, 75, 77, 'Female', 84.36476864452457, 1.8974813534048853, 0.14774765658260275, 60, 23.431823444803683, 95, 'Low Risk'),
(63479, 87, 18, '55:45.9', 36.705093324050914, 96.53042014252422, 132, 72, 22, 'Male', 76.75360209338156, 1.7413057171032436, 0.12173259272180101, 60, 25.313296987730425, 92, 'Low Risk'),
(63480, 96, 15, '54:45.9', 36.76705576441672, 99.45927723796254, 120, 72, 61, 'Male', 77.41608647959448, 1.5410008945885327, 0.094270941, 48, 32.600587866654514, 88, 'High Risk'),
(63481, 69, 17, '53:45.9', 36.660403917919815, 99.09248647995959, 121, 89, 59, 'Male', 74.97134181114217, 1.8354965490714443, 0.10663128078830414, 32, 22.252978028393997, 99.66666666666667, 'Low Risk'),
(63482, 87, 19, '52:45.9', 36.60572354236646, 96.76103037243516, 139, 72, 78, 'Female', 71.89681424347353, 1.6929976667768407, 0.13816040423732007, 67, 25.084007849410185, 94.33333333333333, 'Low Risk'),
(63483, 65, 14, '51:45.9', 36.005790831464545, 99.38202841174726, 128, 88, 32, 'Female', 68.78392003782311, 1.6632766561667875, 0.12252313243666163, 40, 24.86325237375519, 101.33333333333333, 'Low Risk'),
(63484, 76, 12, '50:45.9', 36.971608602713246, 99.03273943781191, 137, 76, 89, 'Female', 60.04855848899275, 1.6100553645167415, 0.13887668434195022, 61, 23.164395206407836, 96.33333333333333, 'Low Risk'),
(63485, 91, 16, '49:45.9', 37.43158607, 97.18238143946034, 136, 87, 74, 'Female', 82.00273389050977, 1.6122302758867453, 0.10100092500364316, 49, 31.548171036171876, 103.33333333333333, 'High Risk'),
(63486, 81, 16, '48:45.9', 36.22122902331126, 95.81914084173773, 112, 74, 83, 'Female', 80.37170260355322, 1.5242468747557698, 0.14375550934839398, 38, 34.59334372464894, 86.66666666666667, 'High Risk'),
(63487, 79, 12, '47:45.9', 37.41773504809214, 99.43645448530957, 130, 80, 49, 'Male', 97.02933127636624, 1.8100189629680346, 0.1283584195784258, 50, 29.616708341871586, 96.66666666666666, 'Low Risk'),
(63488, 66, 16, '46:45.9', 36.70719055044755, 97.92816318, 135, 78, 79, 'Female', 56.06659935486324, 1.5232308642959593, 0.12797628763903118, 57, 24.164218461144745, 97, 'Low Risk'),
(63489, 70, 13, '45:45.9', 37.299050191623714, 98.88011234605379, 128, 88, 61, 'Female', 93.15549023794085, 1.780604735, 0.11366553151407975, 40, 29.381462373446983, 101.33333333333333, 'Low Risk'),
(63490, 96, 13, '44:45.9', 36.183556906845425, 95.17868207789608, 139, 84, 30, 'Male', 75.22026893, 1.891222197771374, 0.098032168, 55, 21.030508246267747, 102.33333333333333, 'High Risk'),
(63491, 71, 15, '43:45.9', 36.32294403604246, 96.38509390665828, 136, 71, 45, 'Male', 66.92862929, 1.6676934079308365, 0.051675048, 65, 24.064647610233084, 92.66666666666666, 'Low Risk'),
(63492, 79, 15, '42:45.9', 36.49819860362145, 97.93472112415103, 138, 79, 54, 'Male', 52.467699901124256, 1.5080158063713047, 0.11903085998987155, 59, 23.071734137334914, 98.66666666666666, 'Low Risk'),
(63493, 72, 13, '41:45.9', 37.33905610481943, 95.86586331228288, 138, 73, 22, 'Female', 70.48078061, 1.6748198362908764, 0.12970076989034454, 65, 25.126645557370612, 94.66666666666666, 'Low Risk'),
(63494, 77, 13, '40:45.9', 37.220016117611685, 98.00843751192895, 132, 82, 24, 'Male', 89.73156968517931, 1.5595466479606181, 0.059291221, 50, 36.893386859850104, 98.66666666666666, 'High Risk'),
(63495, 61, 14, '39:45.9', 36.636336888447865, 98.62759439811495, 136, 77, 72, 'Female', 89.16315437418822, 1.9645340898362993, 0.065246192, 59, 23.102888687099725, 96.66666666666666, 'Low Risk'),
(63496, 85, 17, '38:45.9', 36.08557373, 96.49940331733038, 114, 83, 40, 'Male', 96.99322526699211, 1.5159602659800873, 0.07645646, 31, 42.20518071452414, 93.33333333333333, 'High Risk'),
(63497, 71, 17, '37:45.9', 36.06606459123056, 96.66662094, 125, 86, 44, 'Female', 74.76642800349873, 1.9426805128719684, 0.066990308, 39, 19.810884455277318, 99, 'Low Risk'),
(63498, 88, 12, '36:45.9', 36.644356930115876, 98.34820599206701, 125, 87, 49, 'Female', 64.01787508, 1.9660944822882196, 0.09903508, 38, 16.56122608482378, 99.66666666666667, 'High Risk'),
(63499, 83, 16, '35:45.9', 37.14068898075679, 98.324674, 137, 86, 81, 'Female', 76.87830650458679, 1.5052940437989961, 0.11918880352828859, 51, 33.92822359840408, 103, 'High Risk'),
(63500, 83, 16, '34:45.9', 36.725649711841186, 99.78188987, 134, 89, 20, 'Male', 77.86205645466715, 1.7266097045265882, 0.12926244949893823, 45, 26.11785550099407, 104, 'Low Risk'),
(63501, 77, 12, '33:45.9', 36.641436400266976, 95.59338001069234, 125, 84, 66, 'Male', 98.49559462836267, 1.6157762871477543, 0.081764765, 41, 37.72718016242154, 97.66666666666667, 'High Risk'),
(63502, 74, 16, '32:45.9', 36.91249074767375, 97.73915738210097, 130, 82, 28, 'Female', 76.47478146950098, 1.5525635775576079, 0.10528215031672722, 48, 31.726302257424518, 98, 'High Risk'),
(63503, 80, 15, '31:45.9', 36.87292604179287, 95.46664161023992, 137, 81, 21, 'Male', 72.54514094, 1.8841429176383688, 0.066086712, 56, 20.435282432558783, 99.66666666666666, 'Low Risk'),
(63504, 99, 14, '30:45.9', 36.873638619773935, 96.36847352961901, 131, 87, 82, 'Female', 57.40579746729072, 1.5932553722387972, 0.075583857, 44, 22.614394882843772, 101.66666666666667, 'High Risk'),
(63505, 99, 13, '29:45.9', 36.85745997592939, 96.84747137021128, 131, 71, 64, 'Male', 96.80465949064875, 1.605625776522773, 0.084424058, 60, 37.54979742322087, 91, 'High Risk'),
(63506, 76, 14, '28:45.9', 37.1244359, 99.38638374192749, 113, 85, 69, 'Male', 57.66415922835634, 1.7313484811323865, 0.1168872919535074, 28, 19.236983992563648, 94.33333333333333, 'Low Risk'),
(63507, 96, 18, '27:45.9', 37.04170826625882, 95.44356414831779, 113, 89, 52, 'Male', 91.17535415, 1.579693414, 0.10101085968982204, 24, 36.53691239208496, 97, 'High Risk'),
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(63684, 82, 19, '30:45.9', 37.16008777719844, 97.36987345042137, 117, 85, 45, 'Female', 55.30549495615929, 1.7453472895926945, 0.050703022, 32, 18.15534774, 95.66666666666667, 'High Risk'),
(63685, 97, 18, '29:45.9', 36.89654893261693, 96.34910509753789, 118, 88, 24, 'Female', 53.674845173164464, 1.6917923732164515, 0.1412511072635516, 30, 18.753255680891428, 98, 'High Risk'),
(63686, 69, 13, '28:45.9', 36.830412125150055, 96.15497833945959, 128, 81, 77, 'Female', 99.34480534054899, 1.6793506992218394, 0.11207130863658257, 47, 35.22592160683246, 96.66666666666667, 'High Risk'),
(63687, 82, 18, '27:45.9', 36.254478103237965, 96.48764697707689, 117, 78, 44, 'Female', 71.95866795642995, 1.9242919221741817, 0.098974904, 39, 19.433060461357123, 91, 'Low Risk'),
(63688, 87, 16, '26:45.9', 36.83029698697644, 99.48933826517772, 121, 88, 23, 'Male', 58.55816017131262, 1.8498599422515665, 0.057536043, 33, 17.112352868021095, 99, 'High Risk'),
(63689, 86, 17, '25:45.9', 36.73474076409622, 99.85402751168259, 114, 86, 70, 'Female', 55.682992490837236, 1.9177858996739938, 0.14604006443402212, 28, 15.139876220227379, 95.33333333333333, 'High Risk'),
(63690, 93, 18, '24:45.9', 37.30092297703767, 95.91274821, 132, 88, 74, 'Male', 51.442018332617366, 1.7170953877350656, 0.058005717, 44, 17.44733727448827, 102.66666666666667, 'High Risk'),
(63691, 79, 14, '23:45.9', 36.324070257339876, 97.90797145075524, 133, 76, 89, 'Female', 57.594504812164374, 1.8211139130894107, 0.051405652, 57, 17.366280999620045, 95, 'High Risk'),
(63692, 77, 19, '22:45.9', 36.958584237387605, 96.11512885006813, 114, 85, 77, 'Male', 62.951008178480215, 1.6573863772823478, 0.11301109628108515, 29, 22.916862556635667, 94.66666666666667, 'Low Risk'),
(63693, 66, 16, '21:45.9', 36.06496537341898, 96.97857759853174, 131, 75, 55, 'Female', 72.22749179, 1.6744352368061708, 0.097726685, 56, 25.761184271645366, 93.66666666666666, 'Low Risk'),
(63694, 84, 14, '20:45.9', 36.66783392321744, 98.50405008226244, 114, 81, 55, 'Female', 70.13635680978796, 1.506042572511304, 0.0967953, 33, 30.92208045406587, 92, 'High Risk'),
(63695, 62, 13, '19:45.9', 36.43645852227124, 98.80138329207966, 113, 70, 25, 'Male', 78.73912816902445, 1.7297210571442745, 0.082171205, 43, 26.317125828513696, 84.33333333333333, 'Low Risk'),
(63696, 92, 15, '18:45.9', 37.12500761, 95.23748908226916, 119, 77, 72, 'Female', 57.399096373404674, 1.990427079499061, 0.081285427, 42, 14.488135940802179, 91, 'High Risk'),
(63697, 81, 13, '17:45.9', 36.21630201697349, 95.30328512855677, 132, 80, 46, 'Male', 62.64210504464403, 1.6645542511680038, 0.13784304053547486, 52, 22.60843157878149, 97.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(63698, 65, 15, '16:45.9', 36.38443228178621, 97.00430378554645, 111, 75, 23, 'Female', 74.57119261479478, 1.5640112023159114, 0.092753927, 36, 30.485362953096033, 87, 'High Risk'),
(63699, 94, 16, '15:45.9', 37.448366059243305, 98.93888978556787, 132, 76, 38, 'Male', 71.86583344295968, 1.7966250562407846, 0.1312325099771689, 56, 22.264223969583096, 94.66666666666666, 'High Risk'),
(63700, 79, 15, '14:45.9', 36.0270848, 95.21816285345432, 139, 71, 85, 'Male', 63.99481161079771, 1.861859988693921, 0.071213455, 68, 18.460808906235304, 93.66666666666666, 'High Risk'),
(63701, 98, 18, '13:45.9', 36.49853503753405, 98.20887774, 117, 82, 70, 'Female', 58.87356126328526, 1.7803103104560616, 0.11506987626768643, 35, 18.575003021015338, 93.66666666666667, 'High Risk'),
(63702, 65, 14, '12:45.9', 36.52160485687737, 96.44459558981599, 120, 78, 56, 'Female', 69.76279289301335, 1.8862497303894468, 0.093905039, 42, 19.607646901924294, 92, 'Low Risk'),
(63703, 60, 16, '11:45.9', 36.179318332034185, 98.93339792093471, 126, 86, 73, 'Male', 79.55609901927427, 1.984943174515006, 0.1178450005195504, 40, 20.191906348269583, 99.33333333333333, 'Low Risk'),
(63704, 63, 14, '10:45.9', 37.34921346259563, 99.03896376896628, 133, 86, 29, 'Male', 52.78289168664018, 1.815248076802821, 0.1373340071763643, 47, 16.018476504088962, 101.66666666666667, 'High Risk'),
(63705, 97, 18, '09:45.9', 36.904977541620845, 96.74116707542603, 115, 70, 35, 'Male', 84.34585817881538, 1.6125511617492114, 0.11564808105115681, 45, 32.43670688875834, 85, 'High Risk'),
(63706, 89, 18, '08:45.9', 36.948397448495086, 97.66679570406163, 137, 81, 66, 'Male', 82.23913622396512, 1.790612857436127, 0.071730945, 56, 25.649277898557745, 99.66666666666666, 'Low Risk'),
(63707, 75, 13, '07:45.9', 37.15793786510876, 95.85626738610182, 139, 70, 22, 'Female', 58.92567548998464, 1.6404185212389788, 0.068201921, 69, 21.897535626019458, 93, 'Low Risk'),
(63708, 99, 13, '06:45.9', 36.003856237116054, 97.90445939118013, 134, 80, 67, 'Male', 84.62803025, 1.5189764420795249, 0.082756783, 54, 36.67854977005548, 98, 'High Risk'),
(63709, 89, 19, '05:45.9', 37.208498454960306, 97.79208319, 126, 87, 34, 'Female', 64.52090605910382, 1.5752979441897859, 0.064970466, 39, 26.00010159800853, 100, 'Low Risk'),
(63710, 70, 16, '04:45.9', 37.24918899124456, 99.11104950158446, 135, 82, 88, 'Female', 98.79972652366041, 1.6247327382368877, 0.056796159, 53, 37.42759137834728, 99.66666666666666, 'High Risk'),
(63711, 76, 12, '03:45.9', 36.44039113224187, 99.88519188823966, 130, 79, 81, 'Male', 71.94289048191473, 1.8051773431708134, 0.05766796, 51, 22.07741058892951, 96, 'Low Risk'),
(63712, 73, 12, '02:45.9', 36.18951913714579, 96.66560232, 119, 73, 38, 'Female', 75.14167787, 1.798918597201398, 0.051819531, 46, 23.219767417045528, 88.33333333333333, 'Low Risk'),
(63713, 92, 17, '01:45.9', 36.068928703497264, 95.11996428432937, 126, 78, 86, 'Female', 60.718864215421874, 1.5804323081828748, 0.094775577, 48, 24.309265716099137, 94, 'High Risk'),
(63714, 87, 18, '00:45.9', 36.28557143990848, 99.71379087522041, 137, 74, 65, 'Male', 54.371687125176855, 1.7822724750036567, 0.073276251, 63, 17.116880123235962, 95, 'High Risk'),
(63715, 99, 18, '59:45.9', 36.75175349682894, 96.21623129, 133, 82, 87, 'Female', 60.49630953022714, 1.9026783782048686, 0.060561722, 51, 16.71083365857668, 99, 'High Risk'),
(63716, 78, 14, '58:45.9', 36.50506048330575, 95.29971102527506, 136, 70, 43, 'Male', 69.15671748053035, 1.696919709185896, 0.14264546809711767, 66, 24.016614303855786, 92, 'Low Risk'),
(63717, 64, 17, '57:45.9', 37.11523799566681, 99.15543999702425, 115, 78, 47, 'Female', 51.67515470799081, 1.9227418194474206, 0.062989478, 37, 13.977832792013198, 90.33333333333333, 'High Risk'),
(63718, 92, 16, '56:45.9', 36.728091391962245, 98.50179832, 131, 78, 79, 'Female', 58.46333133799502, 1.7342477395155467, 0.111401098, 53, 19.43843444801785, 95.66666666666666, 'High Risk'),
(63719, 92, 17, '55:45.9', 36.251743389503375, 98.04733731962087, 136, 85, 24, 'Male', 60.367515333467324, 1.860359156122573, 0.12587192847479994, 51, 17.442539250483826, 102, 'High Risk'),
(63720, 80, 17, '54:45.9', 37.414976390830674, 95.00969142370974, 120, 79, 48, 'Male', 60.08815507702256, 1.8231639200263112, 0.14130484887132205, 41, 18.077461049753115, 92.66666666666667, 'High Risk'),
(63721, 78, 12, '53:45.9', 36.87577681851895, 96.21495297773305, 125, 74, 51, 'Female', 58.89665477472453, 1.6073571963357982, 0.10046642243682283, 51, 22.79637699088807, 91, 'Low Risk'),
(63722, 87, 17, '52:45.9', 36.47665115950856, 99.47607958786159, 118, 71, 69, 'Female', 52.14124112992315, 1.9477189108941304, 0.059001236, 47, 13.74449547559571, 86.66666666666667, 'High Risk'),
(63723, 62, 19, '51:45.9', 36.06834180491321, 96.22997170031567, 128, 76, 34, 'Female', 63.86992989980252, 1.5265538415451265, 0.12894731896300082, 52, 27.407674417592556, 93.33333333333333, 'Low Risk'),
(63724, 78, 13, '50:45.9', 36.60653602977751, 98.15710086785633, 138, 71, 57, 'Male', 70.18281467758581, 1.6360321043101418, 0.13912538049592466, 67, 26.22087247, 93.33333333333333, 'Low Risk'),
(63725, 69, 14, '49:45.9', 37.13823268834725, 98.41012452075475, 120, 79, 46, 'Male', 80.26085182138932, 1.7086572648141218, 0.11340451373930543, 41, 27.491209648791514, 92.66666666666667, 'Low Risk'),
(63726, 81, 12, '48:45.9', 36.60886917555671, 97.73817143670077, 129, 83, 54, 'Female', 54.46819307212296, 1.9675172895665716, 0.13663014981985022, 46, 14.070380867591695, 98.33333333333333, 'High Risk'),
(63727, 79, 14, '47:45.9', 36.95157045817568, 96.50187810832368, 123, 70, 68, 'Female', 83.20074091, 1.6222566231500433, 0.11744280721990494, 53, 31.61462843092318, 87.66666666666666, 'High Risk'),
(63728, 80, 19, '46:45.9', 36.366280721912595, 98.20486234122772, 121, 85, 47, 'Female', 59.34478491162674, 1.5934281629131384, 0.14655651008597093, 36, 23.373168100131636, 97, 'Low Risk'),
(63729, 88, 19, '45:45.9', 36.611085552453666, 97.95378717, 114, 78, 19, 'Female', 68.80309813156322, 1.9059092003591216, 0.14784928115915696, 36, 18.941029542883857, 90, 'Low Risk'),
(63730, 98, 18, '44:45.9', 37.065466883971986, 96.60811131745363, 131, 80, 88, 'Female', 79.52901644, 1.8369464367555213, 0.14623543101510922, 51, 23.568537037009634, 97, 'High Risk'),
(63731, 77, 18, '43:45.9', 36.02252553925009, 99.63787828528112, 128, 78, 89, 'Female', 66.56029233606422, 1.991853905154639, 0.14718965413952118, 50, 16.77645738035377, 94.66666666666666, 'High Risk'),
(63732, 64, 17, '42:45.9', 37.15142762150402, 99.99631280760941, 131, 71, 75, 'Male', 97.71998243, 1.7582457852321205, 0.08945696, 60, 31.609979206936483, 91, 'High Risk'),
(63733, 63, 13, '41:45.9', 37.489334208206465, 97.71268433649036, 123, 87, 83, 'Female', 53.62273152057732, 1.743564460801767, 0.097748984, 36, 17.638957614236972, 99, 'High Risk'),
(63734, 92, 14, '40:45.9', 37.12818413618658, 99.42661945970313, 115, 79, 77, 'Female', 78.81092148, 1.5273251310707447, 0.090932996, 36, 33.78496005343637, 91, 'High Risk'),
(63735, 98, 13, '39:45.9', 36.72187719404495, 96.72707035217074, 137, 80, 85, 'Female', 50.23966380666005, 1.6435290691321314, 0.14272986683132294, 57, 18.59910065732182, 99, 'High Risk'),
(63736, 73, 14, '38:45.9', 36.888217144397274, 96.56496612462111, 111, 74, 70, 'Female', 97.29518959193044, 1.603758278514156, 0.091517142, 37, 37.82801445294576, 86.33333333333333, 'High Risk'),
(63737, 69, 17, '37:45.9', 36.748094351184946, 96.47349822583031, 113, 71, 43, 'Male', 73.78758023, 1.6136345015601836, 0.12967590241256868, 42, 28.338243406537813, 85, 'Low Risk'),
(63738, 87, 18, '36:45.9', 36.181146999984826, 96.2411826, 124, 77, 71, 'Male', 79.95603863465972, 1.5916632971669271, 0.065290983, 47, 31.56086267255565, 92.66666666666667, 'High Risk'),
(63739, 70, 16, '35:45.9', 36.85335189101525, 95.95444705, 129, 84, 52, 'Male', 89.88521649709503, 1.7062216626645184, 0.13934365688888734, 45, 30.875739324503368, 99, 'High Risk'),
(63740, 74, 16, '34:45.9', 36.58813464, 95.68296831471046, 131, 85, 88, 'Male', 73.28398092846632, 1.886338914504017, 0.1412987882206348, 46, 20.595370289953983, 100.33333333333333, 'Low Risk'),
(63741, 63, 15, '33:45.9', 37.41077271288475, 97.63007549199713, 129, 71, 85, 'Male', 54.31728710911742, 1.9747315286959262, 0.071452175, 58, 13.929064532972857, 90.33333333333333, 'High Risk'),
(63742, 65, 14, '32:45.9', 37.088746718547476, 95.97644461406344, 119, 70, 27, 'Female', 66.04254677682763, 1.552274705139031, 0.1350414673805115, 49, 27.408587283475917, 86.33333333333333, 'Low Risk'),
(63743, 79, 14, '31:45.9', 37.064458995476095, 97.53737504849255, 119, 71, 88, 'Female', 60.23126901095911, 1.6630522208003593, 0.089124862, 48, 21.77761121746391, 87, 'Low Risk'),
(63744, 67, 19, '30:45.9', 37.40392183194132, 97.93115402387157, 116, 83, 89, 'Female', 88.81032142264658, 1.508413250501088, 0.10824300351608293, 33, 39.032176085127844, 94, 'High Risk'),
(63745, 97, 12, '29:45.9', 36.803959110802005, 97.37325288189761, 129, 78, 56, 'Male', 76.00413880135545, 1.533287104823727, 0.050386794, 51, 32.328851474193485, 95, 'High Risk'),
(63746, 92, 15, '28:45.9', 36.243335311322795, 99.00160939495701, 110, 74, 81, 'Female', 86.93784066, 1.807529189861655, 0.064900222, 36, 26.609591664011976, 86, 'High Risk'),
(63747, 77, 12, '27:45.9', 36.552312652165895, 95.85131593207424, 135, 70, 27, 'Female', 52.80312665132768, 1.6474654432820877, 0.1355449490672832, 65, 19.454810811681433, 91.66666666666666, 'Low Risk'),
(63748, 89, 17, '26:45.9', 36.72104667868865, 99.26384784809028, 131, 83, 87, 'Female', 56.025357797555976, 1.5898379396040627, 0.075944315, 48, 22.16557109612515, 99, 'Low Risk'),
(63749, 82, 17, '25:45.9', 36.957257216305514, 96.40361255439907, 131, 88, 72, 'Female', 99.79175422439414, 1.9934329721155148, 0.13881255971590384, 43, 25.11258283744044, 102.33333333333333, 'Low Risk'),
(63750, 83, 12, '24:45.9', 36.79500297881143, 95.14734563, 112, 85, 26, 'Male', 97.59694774706848, 1.6180369242577457, 0.11621972072505457, 27, 37.27858157615196, 94, 'High Risk'),
(63751, 87, 19, '23:45.9', 36.37166972997466, 99.79647146, 132, 73, 69, 'Male', 83.52969121854247, 1.6232458098013762, 0.1495182026765857, 59, 31.700951304186237, 92.66666666666666, 'High Risk'),
(63752, 87, 19, '22:45.9', 36.28665147590319, 98.24575928153705, 120, 84, 53, 'Female', 92.20159233, 1.8616808587838518, 0.090740088, 36, 26.602837058197483, 96, 'Low Risk'),
(63753, 86, 16, '21:45.9', 36.33727495209305, 96.57822472809174, 135, 76, 39, 'Female', 53.46441804571529, 1.8471674696993916, 0.11503265070871081, 59, 15.66939760043847, 95.66666666666666, 'High Risk'),
(63754, 79, 14, '20:45.9', 37.32807526275863, 99.20662686316996, 130, 82, 47, 'Male', 81.00521697364573, 1.5379784869416446, 0.088371804, 48, 34.24620628177499, 98, 'High Risk'),
(63755, 77, 18, '19:45.9', 36.71288824001251, 96.14927668619859, 121, 85, 87, 'Female', 62.742481101960735, 1.8756990847425994, 0.13763638569387365, 36, 17.833449469095118, 97, 'High Risk'),
(63756, 90, 18, '18:45.9', 37.11307132045644, 99.66119980008568, 112, 71, 82, 'Female', 87.87631846803266, 1.5894778758628723, 0.062046915690039076, 41, 34.78266704341532, 84.66666666666667, 'High Risk'),
(63757, 91, 12, '17:45.9', 36.02213793455816, 96.35703198, 120, 84, 29, 'Male', 69.30556702082183, 1.6028357922041034, 0.066749816, 36, 26.976776709116844, 96, 'High Risk'),
(63758, 60, 15, '16:45.9', 36.578664729116454, 97.06931427392071, 123, 71, 78, 'Female', 96.88005911400947, 1.6648773931001348, 0.14709773808427223, 52, 34.95182705396555, 88.33333333333333, 'High Risk'),
(63759, 97, 13, '15:45.9', 37.30289580496456, 95.75125671866887, 134, 79, 59, 'Male', 87.47663081434132, 1.9894205710900654, 0.11010787997241203, 55, 22.10236970446165, 97.33333333333333, 'High Risk'),
(63760, 92, 17, '14:45.9', 36.318136748986525, 97.0610112, 138, 70, 25, 'Female', 84.95294340056705, 1.504012160234859, 0.12551934993992842, 68, 37.55568912135264, 92.66666666666666, 'High Risk'),
(63761, 74, 19, '13:45.9', 36.71127834058368, 97.54209430193626, 139, 82, 45, 'Male', 95.44012038828701, 1.9603048970225352, 0.13859084872088787, 57, 24.83611881545411, 101, 'Low Risk'),
(63762, 75, 17, '12:45.9', 37.202552711959974, 95.05043209377278, 116, 87, 38, 'Female', 83.00065064, 1.8434747169369738, 0.11677618016698378, 29, 24.423456415159418, 96.66666666666667, 'Low Risk'),
(63763, 85, 17, '11:45.9', 36.56923891992638, 99.90882852547324, 138, 78, 44, 'Male', 62.80006694, 1.8224233206352465, 0.050168344, 60, 18.908695937759024, 98, 'Low Risk'),
(63764, 84, 13, '10:45.9', 36.10955375637353, 97.34163589303073, 137, 82, 69, 'Female', 82.81752894853729, 1.9003901112499508, 0.085764957, 55, 22.931726023900627, 100.33333333333333, 'Low Risk'),
(63765, 83, 13, '09:45.9', 36.21954894686009, 95.92238324524064, 118, 83, 46, 'Female', 72.03486619508946, 1.5359950060437482, 0.068566703, 35, 30.53255488395333, 94.66666666666667, 'High Risk'),
(63766, 63, 16, '08:45.9', 36.838832146232775, 99.76374135921634, 136, 76, 61, 'Female', 98.28165425927222, 1.9111229667315461, 0.1494269925918949, 60, 26.908853521313915, 96, 'Low Risk'),
(63767, 77, 16, '07:45.9', 37.47044700986191, 98.64932407211424, 113, 71, 71, 'Male', 99.34465687, 1.5459114203896938, 0.077939742, 42, 41.569548067596465, 85, 'High Risk'),
(63768, 75, 17, '06:45.9', 36.77517537481835, 99.12314138387532, 131, 80, 77, 'Female', 88.18593438611884, 1.979335311432365, 0.14154162711814092, 51, 22.50922673170334, 97, 'Low Risk'),
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(63945, 72, 18, '09:45.9', 36.738730023981226, 99.84342575022796, 112, 89, 69, 'Female', 76.99978318252296, 1.7054994695358436, 0.11320168117075666, 23, 26.471973838500627, 96.66666666666667, 'Low Risk'),
(63946, 72, 17, '08:45.9', 36.268332665270165, 97.36671839457111, 112, 80, 20, 'Male', 67.11784903947755, 1.9386990527805636, 0.11509552855916055, 32, 17.857359168285953, 90.66666666666667, 'High Risk'),
(63947, 87, 14, '07:45.9', 36.20759271, 95.25268003182278, 134, 77, 86, 'Male', 56.886755992019964, 1.9928941304802565, 0.086645679, 57, 14.323287602998871, 96, 'High Risk'),
(63948, 84, 19, '06:45.9', 36.814224095508585, 96.15799825172334, 132, 73, 82, 'Male', 73.72979999743858, 1.997191229857957, 0.097784294, 59, 18.484331781964414, 92.66666666666666, 'High Risk'),
(63949, 84, 12, '05:45.9', 36.105759380218984, 96.42114517459726, 121, 82, 72, 'Male', 79.05206471862556, 1.6279389557308241, 0.12402622948668114, 39, 29.82888268280454, 95, 'Low Risk'),
(63950, 64, 16, '04:45.9', 36.05259443652585, 96.85044672, 128, 79, 69, 'Female', 98.00472597704186, 1.772309000278924, 0.1124684750327444, 49, 31.200972650417476, 95.33333333333333, 'High Risk'),
(63951, 90, 19, '03:45.9', 37.46835795958105, 98.70238412815253, 127, 72, 31, 'Female', 68.94246558465031, 1.5807130649493821, 0.070914169, 55, 27.591843959508456, 90.33333333333333, 'Low Risk'),
(63952, 84, 14, '02:45.9', 36.494448090315515, 97.26298811478175, 129, 86, 77, 'Female', 85.91672799491366, 1.9131883302583554, 0.11810111982058741, 43, 23.472658638593927, 100.33333333333333, 'Low Risk'),
(63953, 95, 16, '01:45.9', 37.48368907896301, 99.77732608425138, 135, 87, 89, 'Female', 82.50435201038162, 1.881863603942279, 0.10882837464708925, 48, 23.297030695881272, 103, 'High Risk'),
(63954, 71, 13, '00:45.9', 36.37218706523801, 99.81755267451322, 133, 72, 54, 'Male', 88.59983944, 1.7447094679953747, 0.098884416, 61, 29.106279747687516, 92.33333333333333, 'Low Risk'),
(63955, 67, 19, '59:45.9', 37.35840887, 99.98298818521219, 124, 74, 52, 'Male', 86.32534035282885, 1.5002473350128502, 0.070076315, 50, 38.35416845346032, 90.66666666666666, 'High Risk'),
(63956, 86, 17, '58:45.9', 36.09985408611591, 97.71426356950066, 112, 84, 80, 'Male', 51.45031713620037, 1.7980740207982762, 0.13709551387017258, 28, 15.913764379916335, 93.33333333333333, 'High Risk'),
(63957, 90, 17, '57:45.9', 37.127933440267626, 98.4288542, 114, 80, 84, 'Female', 96.41470435196842, 1.6956260867956086, 0.083196873, 34, 33.533825103756946, 91.33333333333333, 'High Risk'),
(63958, 98, 14, '56:45.9', 36.51109850710583, 95.09867668, 117, 74, 79, 'Female', 93.02520474403816, 1.928684354796033, 0.10275791457475114, 43, 25.007963075246455, 88.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(63960, 72, 12, '54:45.9', 37.428836575837664, 99.91061046719024, 139, 85, 72, 'Male', 64.64895268241749, 1.898693498116397, 0.11248523888682149, 54, 17.932951225241997, 103, 'High Risk'),
(63961, 75, 18, '53:45.9', 36.33827805463207, 97.44964382719226, 134, 87, 57, 'Male', 97.16452168526084, 1.9246063951319519, 0.11192888368673784, 47, 26.231544839740607, 102.66666666666667, 'Low Risk'),
(63962, 75, 15, '52:45.9', 37.379932530121266, 98.92689050091717, 133, 84, 87, 'Male', 78.18603949276212, 1.7264933508623341, 0.10648016556763126, 49, 26.230066660776632, 100.33333333333333, 'Low Risk'),
(63963, 78, 19, '51:45.9', 37.26434870804279, 99.22827707474042, 133, 71, 60, 'Female', 70.41303646060345, 1.9417501540302646, 0.08670583, 62, 18.675247944260704, 91.66666666666666, 'Low Risk'),
(63964, 98, 13, '50:45.9', 36.08609221751262, 97.66304963219984, 134, 79, 66, 'Male', 94.82101525, 1.5212467203304392, 0.12486258192558494, 55, 40.97371017068647, 97.33333333333333, 'High Risk'),
(63965, 78, 15, '49:45.9', 36.81538623826546, 99.56407528400729, 128, 72, 85, 'Male', 79.28942545940686, 1.742993289347956, 0.13090642, 56, 26.098998403512525, 90.66666666666666, 'Low Risk'),
(63966, 94, 14, '48:45.9', 36.78947497554871, 97.86616322431456, 110, 85, 32, 'Male', 91.92769703, 1.976527754568208, 0.143417588, 25, 23.531008791064078, 93.33333333333333, 'High Risk'),
(63967, 63, 15, '47:45.9', 36.71964311, 96.76847486782684, 138, 86, 33, 'Female', 88.45766825890902, 1.6782920764185256, 0.11062826761037783, 52, 31.405115779891776, 103.33333333333333, 'High Risk'),
(63968, 76, 13, '46:45.9', 36.02212637780081, 95.24796479248843, 121, 78, 37, 'Female', 61.21562432465467, 1.9217417202562546, 0.060119043, 43, 16.575714044649455, 92.33333333333333, 'High Risk'),
(63969, 76, 19, '45:45.9', 37.23879599315422, 98.73581382989944, 121, 83, 33, 'Female', 99.16325991267625, 1.9552114265739875, 0.053227335741418885, 38, 25.939604020291675, 95.66666666666667, 'Low Risk'),
(63970, 86, 16, '44:45.9', 36.93025213503591, 97.69533737375093, 112, 82, 86, 'Female', 60.48939069568769, 1.563780130838268, 0.096186252, 30, 24.735906373974974, 92, 'Low Risk'),
(63971, 80, 18, '43:45.9', 36.35194982679058, 98.45136806687897, 125, 81, 18, 'Male', 80.35793969481807, 1.8728486973329102, 0.10242687225977512, 44, 22.909911250430493, 95.66666666666667, 'Low Risk'),
(63972, 67, 16, '42:45.9', 37.36591311066498, 96.66509239966557, 129, 81, 57, 'Female', 84.10014862307327, 1.625945612957746, 0.12611830648695388, 48, 31.81154295071792, 97, 'High Risk'),
(63973, 98, 14, '41:45.9', 37.10277319206934, 98.34031302500557, 112, 87, 40, 'Female', 73.71960475797839, 1.664492830227071, 0.059335671500242354, 25, 26.608423278681414, 95.33333333333333, 'High Risk'),
(63974, 81, 19, '40:45.9', 36.16997918189616, 98.86607704529581, 134, 87, 32, 'Male', 79.52076222069536, 1.760720325130978, 0.1330670744149477, 47, 25.650732934378187, 102.66666666666667, 'Low Risk'),
(63975, 63, 13, '39:45.9', 36.29658449639977, 99.57546774274896, 130, 76, 18, 'Female', 76.65898786179298, 1.9966673849507133, 0.064165693, 54, 19.228775682418103, 94, 'Low Risk'),
(63976, 91, 15, '38:45.9', 36.36456435430677, 97.84293278644442, 115, 75, 57, 'Female', 95.58342889390391, 1.7235844813146055, 0.14681869634683958, 40, 32.174918516138405, 88.33333333333333, 'High Risk'),
(63977, 82, 13, '37:45.9', 36.99405417240468, 97.98902854011648, 125, 86, 56, 'Male', 53.15926138016204, 1.5858418642138146, 0.1240766956355904, 39, 21.137770633027653, 99, 'Low Risk'),
(63978, 62, 14, '36:45.9', 36.61619627530139, 96.29891223506549, 132, 81, 68, 'Male', 63.05688106886613, 1.648896361, 0.090380457, 51, 23.19240396278329, 98, 'Low Risk'),
(63979, 69, 17, '35:45.9', 36.90641628038432, 99.47893924140318, 139, 78, 64, 'Female', 84.57065607677222, 1.6506789570022096, 0.120483393, 61, 31.03805296879917, 98.33333333333333, 'High Risk'),
(63980, 76, 16, '34:45.9', 37.00319428633853, 97.32628791120351, 126, 86, 40, 'Male', 81.28239363542951, 1.8154819263308932, 0.1289873801239243, 40, 24.661110259463854, 99.33333333333333, 'Low Risk'),
(63981, 67, 13, '33:45.9', 36.19815438525272, 96.95361784049817, 127, 84, 78, 'Male', 81.04872374721964, 1.8655057381887055, 0.1422045481874426, 43, 23.289115891615356, 98.33333333333333, 'Low Risk'),
(63982, 61, 17, '32:45.9', 36.71591765749836, 98.22105438472539, 136, 85, 41, 'Female', 65.03042990697325, 1.6668609717661478, 0.11266634616258069, 51, 23.40549707946587, 102, 'Low Risk'),
(63983, 69, 18, '31:45.9', 36.61102438, 96.58360770895722, 123, 71, 32, 'Female', 76.74889030648163, 1.8697135664454037, 0.069725868, 52, 21.954418893544936, 88.33333333333333, 'Low Risk'),
(63984, 76, 16, '30:45.9', 37.08067999, 98.10900548675161, 134, 70, 54, 'Male', 89.21034107488282, 1.5279897562733968, 0.070920199, 64, 38.20976039790815, 91.33333333333333, 'High Risk'),
(63985, 86, 19, '29:45.9', 36.44995655734345, 96.23444582, 118, 82, 36, 'Female', 93.29277312310828, 1.792364793, 0.13379242158027466, 36, 29.039905137945222, 94, 'Low Risk'),
(63986, 74, 14, '28:45.9', 36.599208630576264, 97.79672315561537, 125, 83, 64, 'Male', 79.72399349407779, 1.7955924582384704, 0.13342410056866982, 42, 24.727117911110902, 97, 'Low Risk'),
(63987, 84, 13, '27:45.9', 37.302600140127886, 97.64397151478586, 119, 79, 73, 'Male', 69.43477313823308, 1.8353829433224094, 0.068598708, 40, 20.612166319719964, 92.33333333333333, 'Low Risk'),
(63988, 68, 17, '26:45.9', 36.86236468410326, 97.83888717078901, 126, 81, 48, 'Male', 64.94123294666599, 1.5238156260198603, 0.062313765, 45, 27.96763121, 96, 'Low Risk'),
(63989, 96, 14, '25:45.9', 37.03962278140373, 99.90875724947895, 110, 84, 76, 'Male', 51.088269019058366, 1.9138262372206742, 0.091168713, 26, 13.94813620882435, 92.66666666666667, 'High Risk'),
(63990, 70, 19, '24:45.9', 36.43007387423808, 96.48344770733249, 112, 80, 66, 'Female', 71.56223157560578, 1.6207674484384562, 0.087349073, 32, 27.242217976752375, 90.66666666666667, 'Low Risk'),
(63991, 90, 14, '23:45.9', 36.817405808118004, 99.05192993029547, 138, 75, 21, 'Male', 86.02593360911001, 1.8792559552889838, 0.14134103998161235, 63, 24.35889168089812, 96, 'Low Risk'),
(63992, 60, 14, '22:45.9', 36.809019312837144, 96.62228428860575, 117, 79, 27, 'Male', 74.06813488573658, 1.780027175, 0.085951062, 38, 23.376427658969945, 91.66666666666667, 'Low Risk'),
(63993, 70, 14, '21:45.9', 36.12518664181652, 95.34693527, 117, 71, 43, 'Female', 92.35606369774291, 1.6174553197387869, 0.080723693, 46, 35.30212344940983, 86.33333333333333, 'High Risk'),
(63994, 87, 14, '20:45.9', 36.60621347220991, 97.39798088374786, 115, 85, 66, 'Female', 75.62213918262216, 1.5367535334053513, 0.10186320014521942, 30, 32.02141489673496, 95, 'High Risk'),
(63995, 65, 13, '19:45.9', 37.49936160545747, 98.75079924934766, 138, 82, 89, 'Female', 84.34395842224752, 1.7739558490130394, 0.087429802, 56, 26.802071781217958, 100.66666666666666, 'Low Risk'),
(63996, 67, 15, '18:45.9', 37.09403177808969, 99.00668381281878, 134, 89, 38, 'Female', 99.14765101, 1.6346715988199287, 0.13807998405429278, 45, 37.10405671499801, 104, 'High Risk'),
(63997, 78, 14, '17:45.9', 36.494172659607095, 99.61190718932627, 121, 76, 84, 'Female', 79.01738179, 1.5607269357161024, 0.12562354489830768, 45, 32.439099067477265, 91, 'High Risk'),
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(63999, 80, 14, '15:45.9', 37.482335867468684, 97.93832578269657, 136, 70, 87, 'Female', 68.77928185935849, 1.7517189605296535, 0.098117197, 66, 22.41448554210015, 92, 'Low Risk'),
(64000, 64, 15, '14:45.9', 36.77727733850451, 95.60161277177903, 113, 70, 26, 'Male', 94.10988918571343, 1.6801439371160802, 0.075246248, 43, 33.33821045184963, 84.33333333333333, 'High Risk'),
(64001, 95, 19, '13:45.9', 36.87887539249419, 95.52697773030047, 136, 86, 76, 'Male', 97.14838436, 1.7222610025689833, 0.12574131465555155, 50, 32.75198652, 102.66666666666666, 'High Risk'),
(64002, 70, 19, '12:45.9', 37.44450476249744, 95.49693999963394, 115, 83, 81, 'Male', 79.51582425136887, 1.6919314023614205, 0.14832479687300942, 32, 27.777174241802825, 93.66666666666667, 'Low Risk'),
(64003, 71, 18, '11:45.9', 36.144896427074464, 97.22597455304243, 134, 85, 63, 'Male', 76.06741596330203, 1.8451006808615318, 0.056158413, 49, 22.343876648978537, 101.33333333333333, 'Low Risk'),
(64004, 93, 18, '10:45.9', 37.47807452599868, 96.72129258997285, 138, 83, 56, 'Male', 95.09213270618866, 1.7844722015271075, 0.067997945, 55, 29.86242100664777, 101.33333333333333, 'High Risk'),
(64005, 68, 19, '09:45.9', 37.20287437536337, 97.37177642834664, 138, 77, 72, 'Female', 50.46456546594601, 1.545970327147332, 0.13304809700547565, 61, 21.114666687941725, 97.33333333333333, 'Low Risk'),
(64006, 92, 16, '08:45.9', 37.15438592917048, 96.76460132194822, 135, 70, 33, 'Female', 99.53335424681686, 1.5318630625400291, 0.081914614, 65, 42.41590634086568, 91.66666666666666, 'High Risk'),
(64007, 91, 18, '07:45.9', 36.37981151009274, 96.07224298393419, 120, 81, 49, 'Male', 82.47298682539845, 1.9902936008219416, 0.053934253, 39, 20.819842022734367, 94, 'High Risk'),
(64008, 68, 19, '06:45.9', 36.41471013640479, 95.98339336868115, 131, 71, 42, 'Female', 71.36174839993939, 1.5010244716267254, 0.1061212148299183, 60, 31.67305365481439, 91, 'High Risk'),
(64009, 61, 14, '05:45.9', 36.663362615888566, 96.93116248253551, 111, 73, 31, 'Male', 54.18900357635654, 1.7455168770310312, 0.098989804, 38, 17.785376399007095, 85.66666666666667, 'High Risk'),
(64010, 62, 16, '04:45.9', 37.42633893236075, 98.52778790142318, 119, 88, 22, 'Male', 85.31345667805957, 1.7235267942212293, 0.10813277932713314, 31, 28.71980322376458, 98.33333333333333, 'Low Risk'),
(64011, 83, 13, '03:45.9', 36.16676951, 97.31967482024537, 110, 80, 28, 'Female', 50.533779109741154, 1.5461084434906445, 0.097916686, 30, 21.139848658445825, 90, 'Low Risk'),
(64012, 72, 19, '02:45.9', 37.07056489568981, 99.39336295141283, 130, 73, 87, 'Female', 68.08579832185588, 1.8605653581582757, 0.054409631, 57, 19.668293158658507, 92, 'Low Risk'),
(64013, 72, 16, '01:45.9', 37.412767814893606, 99.05822224634763, 114, 84, 22, 'Male', 62.36643097439699, 1.8024928848244408, 0.088829307, 30, 19.195692020265003, 94, 'Low Risk'),
(64014, 97, 17, '00:45.9', 36.00169373089992, 97.84194373, 110, 87, 75, 'Female', 89.56220646, 1.6147791449844682, 0.10957791396918384, 23, 34.34776799162416, 94.66666666666667, 'High Risk'),
(64015, 80, 18, '59:45.9', 36.131683552298824, 96.64443802775466, 112, 77, 47, 'Female', 74.23401239732128, 1.7482184250608865, 0.093412975, 35, 24.289107046169683, 88.66666666666667, 'Low Risk'),
(64016, 76, 12, '58:45.9', 36.465065354891486, 99.55063227181073, 113, 86, 66, 'Male', 56.73369478, 1.8807639554146307, 0.1035248282542036, 27, 16.03882252825667, 95, 'High Risk'),
(64017, 87, 18, '57:45.9', 36.45304007544076, 97.73707468642328, 121, 74, 24, 'Male', 69.50097294023361, 1.7495003850721806, 0.14001261146867033, 47, 22.707158921359536, 89.66666666666667, 'Low Risk'),
(64018, 73, 14, '56:45.9', 36.57052571971296, 98.42423619886964, 126, 88, 50, 'Female', 65.40339531704353, 1.7989478591867951, 0.10084758418888005, 38, 20.20985245150187, 100.66666666666667, 'Low Risk'),
(64019, 74, 13, '55:45.9', 37.27681893916706, 96.14595275376983, 125, 79, 53, 'Male', 98.62946736620218, 1.920541010340045, 0.1071044157228116, 46, 26.739883890389006, 94.33333333333333, 'Low Risk'),
(64020, 90, 13, '54:45.9', 37.18419986971376, 99.31982529, 130, 81, 63, 'Male', 95.71737242408004, 1.6344686445625922, 0.059164214243044445, 49, 35.82923875357168, 97.33333333333333, 'High Risk'),
(64021, 83, 15, '53:45.9', 36.86581668755292, 99.34714992585674, 120, 81, 21, 'Female', 91.08417471451384, 1.9329617659473868, 0.12272782538842661, 39, 24.377906116301677, 94, 'Low Risk'),
(64022, 93, 17, '52:45.9', 36.54583798331834, 98.79303904264304, 127, 76, 61, 'Female', 69.79479364665247, 1.5029288570543504, 0.12308430145217779, 51, 30.89912498980751, 93, 'High Risk'),
(64023, 61, 13, '51:45.9', 36.094679726725765, 96.11656861, 126, 86, 88, 'Male', 93.56908086074195, 1.7159391855196622, 0.099851235, 40, 31.778147711901198, 99.33333333333333, 'High Risk'),
(64024, 87, 18, '50:45.9', 37.30141372690471, 99.81396933187317, 114, 71, 52, 'Male', 83.67537631, 1.5556120659132768, 0.090965103, 43, 34.577617681232496, 85.33333333333333, 'High Risk'),
(64025, 66, 18, '49:45.9', 37.18389620354697, 95.25978946748415, 127, 73, 61, 'Female', 75.60679284697095, 1.8115503114723157, 0.11853076690173427, 54, 23.038808565727713, 91, 'Low Risk'),
(64026, 72, 16, '48:45.9', 36.498416383601054, 97.80711132, 116, 82, 65, 'Female', 77.25072002079038, 1.637345372519582, 0.070902679, 34, 28.815220186556928, 93.33333333333333, 'Low Risk'),
(64027, 94, 17, '47:45.9', 36.82819094648006, 97.11189960392224, 130, 85, 19, 'Male', 92.13405095121355, 1.5065718448129186, 0.057113695635732764, 45, 40.59200213394152, 100, 'High Risk'),
(64028, 64, 14, '46:45.9', 37.34552660590179, 97.97596373495044, 117, 85, 72, 'Male', 98.28923704102438, 1.7277350964095335, 0.11860252886383596, 32, 32.92696129237869, 95.66666666666667, 'High Risk'),
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(64207, 84, 19, '47:45.9', 37.43958436703983, 97.69239836315273, 129, 88, 36, 'Female', 81.99943152061397, 1.5366376873340124, 0.14806947614028987, 41, 34.727049069323456, 101.66666666666667, 'High Risk'),
(64208, 60, 18, '46:45.9', 37.071610408579865, 98.37224811844581, 123, 77, 61, 'Male', 60.46988305973833, 1.567827280979382, 0.090297742, 46, 24.600429781507273, 92.33333333333333, 'Low Risk'),
(64209, 67, 12, '45:45.9', 37.10308476178692, 99.15635709870264, 113, 72, 22, 'Male', 55.99293961683835, 1.6539011461090518, 0.10470587159587519, 41, 20.469826995101773, 85.66666666666667, 'Low Risk'),
(64210, 76, 12, '44:45.9', 37.08338594049083, 96.88368127, 117, 74, 61, 'Male', 52.99771661938023, 1.710139568347964, 0.06485721, 43, 18.121495997387225, 88.33333333333333, 'High Risk'),
(64211, 66, 15, '43:45.9', 37.06915786531818, 97.64354729, 114, 83, 26, 'Female', 93.36372397116989, 1.9526433563956047, 0.067617173, 31, 24.486815539729523, 93.33333333333333, 'Low Risk'),
(64212, 93, 13, '42:45.9', 37.243976442469254, 96.36896545994367, 117, 76, 52, 'Male', 56.297387514189154, 1.5139460757730328, 0.076993231, 41, 24.56220934997281, 89.66666666666667, 'High Risk'),
(64213, 92, 17, '41:45.9', 37.36304448135122, 97.17651631094584, 120, 71, 80, 'Female', 65.53956665304838, 1.9222325633248254, 0.10695474358744997, 49, 17.73747128268576, 87.33333333333333, 'High Risk'),
(64214, 63, 15, '40:45.9', 37.48159639745557, 98.21695205607111, 127, 71, 89, 'Female', 86.13218578621893, 1.5924222353814335, 0.073583701, 56, 33.96635953136915, 89.66666666666666, 'High Risk'),
(64215, 71, 14, '39:45.9', 36.91289057143225, 95.96473216924541, 120, 77, 57, 'Male', 59.035110008709985, 1.608029431, 0.11189753021095789, 43, 22.83086628532045, 91.33333333333333, 'Low Risk'),
(64216, 92, 15, '38:45.9', 37.13382487517126, 96.32461598922266, 119, 88, 42, 'Female', 75.94362710304858, 1.6050357694560715, 0.1493100904750952, 31, 29.479621593942497, 98.33333333333333, 'High Risk'),
(64217, 61, 12, '37:45.9', 36.27841566756419, 97.72430911240474, 135, 70, 24, 'Male', 81.40829037650767, 1.7545474358412856, 0.14560245867297375, 65, 26.444685464673178, 91.66666666666666, 'Low Risk'),
(64218, 75, 18, '36:45.9', 36.22379046451329, 96.91273692, 124, 81, 83, 'Male', 74.63048165152793, 1.8055461844526524, 0.11686473678919468, 43, 22.892806679796294, 95.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(64221, 95, 12, '33:45.9', 37.18504865573287, 99.45223621805981, 119, 73, 40, 'Female', 63.680926, 1.5111818233806924, 0.066996448, 46, 27.885338935823576, 88.33333333333333, 'High Risk'),
(64222, 89, 16, '32:45.9', 36.60885007789034, 95.22659290494606, 135, 87, 55, 'Male', 67.96390809256829, 1.5834854306191477, 0.12894439931489243, 48, 27.105049217235443, 103, 'Low Risk'),
(64223, 94, 18, '31:45.9', 36.577517403419805, 95.35529115682652, 124, 70, 81, 'Male', 93.54578743489284, 1.5191048933581197, 0.13355456246510472, 54, 40.536729757704705, 88, 'High Risk'),
(64224, 90, 16, '30:45.9', 36.68148791988831, 95.53308093916921, 132, 77, 66, 'Female', 84.21989558324952, 1.624593219991085, 0.14434550885876862, 55, 31.909898719809874, 95.33333333333333, 'High Risk'),
(64225, 81, 16, '29:45.9', 36.58229953415858, 98.99791314508259, 110, 80, 32, 'Male', 56.51971089534897, 1.7177746891801728, 0.1322764262324877, 30, 19.154355042097254, 90, 'Low Risk'),
(64226, 89, 12, '28:45.9', 36.10427275001934, 99.73833974, 131, 75, 84, 'Male', 94.60963046999146, 1.9220390930491316, 0.084191078, 56, 25.610078685287405, 93.66666666666666, 'Low Risk'),
(64227, 88, 18, '27:45.9', 36.50705929132737, 99.67107182, 137, 79, 22, 'Female', 93.10497646223558, 1.987761364357437, 0.052545686688553445, 58, 23.56374989553193, 98.33333333333333, 'Low Risk'),
(64228, 88, 15, '26:45.9', 36.381065450197035, 95.26083339017842, 110, 75, 50, 'Male', 88.53788211, 1.945399775653401, 0.1003912971996814, 35, 23.39437279595975, 86.66666666666667, 'Low Risk'),
(64229, 97, 19, '25:45.9', 37.00032028642288, 97.61335704465822, 126, 81, 29, 'Male', 91.81571232274331, 1.5072033151560078, 0.14533801354717016, 45, 40.41786104787813, 96, 'High Risk'),
(64230, 74, 14, '24:45.9', 36.26301116278518, 97.28516352101545, 126, 78, 60, 'Male', 68.54608533, 1.5080456247489245, 0.13359056819535936, 48, 30.14072505062343, 94, 'High Risk'),
(64231, 69, 13, '23:45.9', 37.39335388789677, 99.80138699955293, 123, 71, 82, 'Male', 54.32954050072548, 1.5773199802394677, 0.133249526, 52, 21.83717339879942, 88.33333333333333, 'Low Risk'),
(64232, 68, 12, '22:45.9', 37.07838845922739, 97.77310973, 110, 89, 79, 'Female', 70.81650285805239, 1.822143518593506, 0.082616372, 21, 21.328942083394146, 96, 'Low Risk'),
(64233, 63, 15, '21:45.9', 36.635956467795594, 98.99545392036342, 124, 79, 80, 'Female', 66.49404175333055, 1.669965654261636, 0.083309839, 45, 23.843370831479447, 94, 'Low Risk'),
(64234, 81, 17, '20:45.9', 36.924237936415906, 99.58610935607359, 126, 84, 75, 'Male', 52.529797553906725, 1.6001859429962675, 0.14695378472941598, 42, 20.51468369023695, 98, 'Low Risk'),
(64235, 90, 16, '19:45.9', 37.22992162017949, 98.67084845191731, 115, 78, 55, 'Female', 58.38953557578802, 1.6581307165748695, 0.11370102492267972, 37, 21.237211477752034, 90.33333333333333, 'Low Risk'),
(64236, 60, 19, '18:45.9', 37.00398294926157, 99.28881291, 115, 81, 75, 'Male', 52.45492718365988, 1.9960061468147872, 0.11509319201272102, 34, 13.166263415678165, 92.33333333333333, 'High Risk'),
(64237, 87, 12, '17:45.9', 36.89046700956404, 98.36755131474757, 130, 75, 22, 'Male', 72.14324879929221, 1.6315063640667529, 0.13167366285322057, 55, 27.10304907441127, 93.33333333333333, 'Low Risk'),
(64238, 75, 14, '16:45.9', 36.28284986881033, 98.74032683566314, 138, 74, 65, 'Female', 83.44381694887349, 1.7126400437225926, 0.09280828, 64, 28.448670379727993, 95.33333333333333, 'Low Risk'),
(64239, 95, 19, '15:45.9', 36.99927551917307, 99.37507039717964, 126, 87, 26, 'Female', 74.19310401703103, 1.940325401846242, 0.11520672354305396, 39, 19.706722560104335, 100, 'High Risk'),
(64240, 69, 16, '14:45.9', 36.330318560597966, 95.46504025672456, 117, 81, 75, 'Male', 77.65925420565222, 1.670103927046429, 0.11168285628172811, 36, 27.84237131594555, 93, 'Low Risk'),
(64241, 71, 15, '13:45.9', 36.60049296220848, 96.24563256559644, 121, 88, 87, 'Female', 65.27591700290131, 1.7322451239582237, 0.13068107624064063, 33, 21.753757679073598, 99, 'Low Risk'),
(64242, 80, 19, '12:45.9', 37.114631655930474, 96.64520244249833, 124, 89, 47, 'Female', 81.90382459322316, 1.8642922441745042, 0.13482117121860887, 35, 23.56547491173297, 100.66666666666667, 'Low Risk'),
(64243, 94, 12, '11:45.9', 36.600671701074226, 99.18230095639649, 112, 88, 50, 'Male', 86.04501325196124, 1.759351242844336, 0.0980208, 24, 27.798451315727252, 96, 'High Risk'),
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(64245, 67, 16, '09:45.9', 37.359151010709425, 99.25540290196754, 119, 79, 73, 'Female', 89.86430133985051, 1.9997165537096215, 0.11616136949526572, 40, 22.472444614655227, 92.33333333333333, 'Low Risk'),
(64246, 88, 17, '08:45.9', 37.00841902550229, 98.60790938462453, 134, 70, 52, 'Female', 83.05741621911682, 1.9600172296932707, 0.1350507143059132, 64, 21.62014680846172, 91.33333333333333, 'Low Risk'),
(64247, 88, 15, '07:45.9', 36.87413422926328, 95.86149703762821, 110, 87, 41, 'Male', 87.40527294744167, 1.5938523699758709, 0.074681175, 23, 34.40657541991329, 94.66666666666667, 'High Risk'),
(64248, 77, 13, '06:45.9', 36.728229396098705, 96.83665497531277, 120, 81, 81, 'Female', 51.35375879685624, 1.7302639293816746, 0.12514067715838115, 39, 17.15329389168799, 94, 'High Risk'),
(64249, 78, 17, '05:45.9', 36.77286488588919, 98.74078571859874, 139, 89, 26, 'Male', 79.97814427657735, 1.831223471783094, 0.13460328593785031, 50, 23.850013568549635, 105.66666666666666, 'Low Risk'),
(64250, 88, 18, '04:45.9', 37.440537580237745, 97.25165543061131, 110, 71, 85, 'Female', 93.43632038754853, 1.9878467474622503, 0.1373844970071771, 39, 23.645577651384215, 84, 'Low Risk'),
(64251, 74, 16, '03:45.9', 36.07281573, 96.10628018126003, 115, 89, 54, 'Female', 58.28785661057732, 1.969189332345323, 0.13433966464406383, 26, 15.031528226090824, 97.66666666666667, 'High Risk'),
(64252, 82, 16, '02:45.9', 36.80720639572643, 97.86347737, 127, 88, 66, 'Male', 53.204651415644285, 1.6292571204392248, 0.1032315211180809, 39, 20.043351684385232, 101, 'Low Risk'),
(64253, 84, 17, '01:45.9', 36.43325677120526, 98.46333386270983, 115, 88, 59, 'Female', 92.04216557209452, 1.8457264860114615, 0.07194593, 27, 27.017934190968305, 97, 'Low Risk'),
(64254, 83, 17, '00:45.9', 37.16526899, 95.31623714, 112, 71, 67, 'Male', 68.94060170654872, 1.9880618510333128, 0.12192221274591077, 41, 17.442763249660842, 84.66666666666667, 'High Risk'),
(64255, 61, 18, '59:45.9', 36.818611836248486, 98.95335322256773, 113, 72, 49, 'Female', 80.16271691084386, 1.7655824522734065, 0.11948405845048007, 41, 25.71558570858321, 85.66666666666667, 'Low Risk'),
(64256, 91, 19, '58:45.9', 36.73412335504757, 97.81966100285865, 139, 74, 52, 'Male', 98.33268824691606, 1.6489212385370617, 0.12832366432082326, 65, 36.16580101332369, 95.66666666666666, 'High Risk'),
(64257, 96, 19, '57:45.9', 37.043045086365666, 95.47131875046077, 129, 72, 69, 'Female', 83.32646560935684, 1.6867823381564808, 0.07414765, 57, 29.28632456530977, 91, 'High Risk'),
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(64260, 70, 12, '54:45.9', 36.56490787638677, 98.14602596857077, 127, 77, 42, 'Male', 78.32546149758075, 1.9911848954823754, 0.13441308908380023, 50, 19.75512509358209, 93.66666666666666, 'Low Risk'),
(64261, 63, 16, '53:45.9', 36.959468712463014, 95.02338521714934, 119, 76, 24, 'Female', 85.50106722504495, 1.8514426396412078, 0.14217003292816355, 43, 24.943133582475973, 90.33333333333333, 'Low Risk'),
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(64263, 76, 15, '51:45.9', 36.445005520498064, 97.62863730767842, 133, 87, 36, 'Female', 70.68233329618661, 1.8946063786559784, 0.14042410605265676, 46, 19.691231922708393, 102.33333333333333, 'Low Risk'),
(64264, 93, 15, '50:45.9', 37.37415942934065, 98.12898891556426, 139, 77, 73, 'Male', 64.17824767, 1.6921043356132708, 0.13152212589011297, 62, 22.414733432247562, 97.66666666666666, 'High Risk'),
(64265, 63, 16, '49:45.9', 37.31565538669414, 99.20184490714543, 127, 70, 32, 'Male', 96.96986495724482, 1.558327411322404, 0.084849181, 57, 39.93184444633267, 89, 'High Risk'),
(64266, 99, 19, '48:45.9', 37.493692034382505, 99.49205445195172, 124, 89, 57, 'Female', 67.59457730763766, 1.9730345066970605, 0.072761295, 35, 17.363708849207608, 100.66666666666667, 'High Risk'),
(64267, 68, 15, '47:45.9', 37.350626718887014, 98.05867634810024, 136, 75, 21, 'Female', 51.993509358842985, 1.5574444542283383, 0.11540513111597644, 61, 21.43502519610989, 95.33333333333333, 'Low Risk'),
(64268, 63, 16, '46:45.9', 37.17776523227105, 99.41140247033535, 114, 82, 75, 'Male', 64.63195752, 1.5056663255425193, 0.1156456366599341, 32, 28.50951536594689, 92.66666666666667, 'Low Risk'),
(64269, 63, 19, '45:45.9', 36.12903687311237, 97.75211149751011, 123, 85, 34, 'Male', 80.02109099119167, 1.820553885, 0.105937749, 38, 24.143342359063542, 97.66666666666667, 'Low Risk'),
(64270, 67, 17, '44:45.9', 37.17794984698365, 95.10300976, 121, 82, 82, 'Female', 51.81137380470728, 1.948396008291945, 0.051183769772707534, 39, 13.648051281889792, 95, 'High Risk'),
(64271, 75, 17, '43:45.9', 37.422918187175476, 98.42692466189341, 130, 70, 66, 'Female', 79.61914661986562, 1.6289349612591753, 0.14104856646092484, 60, 30.006132961850597, 90, 'High Risk'),
(64272, 72, 15, '42:45.9', 37.07331052656078, 99.84047701273528, 134, 87, 22, 'Male', 84.29354244297772, 1.6506533763275195, 0.11611843708185125, 47, 30.93730909, 102.66666666666667, 'High Risk'),
(64273, 69, 16, '41:45.9', 37.28805060456317, 96.06626983114755, 117, 75, 77, 'Male', 69.43569804945349, 1.8324094729405611, 0.053738438952997805, 42, 20.67939121716446, 89, 'Low Risk'),
(64274, 66, 13, '40:45.9', 36.267673734500875, 96.78349443051343, 112, 80, 86, 'Female', 59.75139078929051, 1.8603410229963686, 0.11510067382990237, 32, 17.264853304654782, 90.66666666666667, 'High Risk'),
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(64276, 87, 17, '38:45.9', 37.47227379835801, 96.33063304, 126, 81, 80, 'Male', 81.96053970706852, 1.5109192556881599, 0.093956102, 45, 35.90230214210507, 96, 'High Risk'),
(64277, 64, 15, '37:45.9', 36.750143679218205, 98.22030307553928, 132, 87, 28, 'Female', 69.14980329728351, 1.5976056076286536, 0.086213865, 45, 27.092669340007028, 102, 'Low Risk'),
(64278, 75, 16, '36:45.9', 36.55294291080263, 97.29691267728055, 112, 81, 31, 'Male', 51.38428664, 1.806390074647847, 0.1197446792444541, 31, 15.747341833735288, 91.33333333333333, 'High Risk'),
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(64284, 69, 14, '30:45.9', 36.719271729779514, 99.33948938, 128, 79, 77, 'Male', 59.42334193597718, 1.7504813854340546, 0.1152074904700833, 49, 19.392869676596252, 95.33333333333333, 'Low Risk'),
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(64286, 61, 14, '28:45.9', 37.08311778700304, 95.04370228875578, 128, 80, 31, 'Male', 60.661966690764096, 1.6135683254180127, 0.12057891616820877, 48, 23.299240602390956, 96, 'Low Risk'),
(64287, 74, 17, '27:45.9', 37.40854799628697, 96.54081793881865, 129, 88, 56, 'Male', 60.43690128266242, 1.507558648396588, 0.12134598742984835, 41, 26.592168635305516, 101.66666666666667, 'Low Risk'),
(64288, 80, 18, '26:45.9', 36.62770565705654, 98.23398940756786, 124, 71, 71, 'Female', 53.07331539058087, 1.7794962993624153, 0.078092608, 53, 16.76030971, 88.66666666666666, 'High Risk'),
(64289, 69, 13, '25:45.9', 36.372267990812574, 95.95017452, 114, 88, 69, 'Female', 90.85817512, 1.759068877413565, 0.10022635035555896, 26, 29.362857676505968, 96.66666666666667, 'Low Risk'),
(64290, 79, 14, '24:45.9', 36.464651412863226, 95.32798654064042, 125, 79, 35, 'Male', 96.70012943, 1.8022698570412166, 0.059490829975146736, 46, 29.770588307698272, 94.33333333333333, 'Low Risk'),
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(64467, 68, 17, '27:45.9', 36.05628162549199, 99.97470047, 138, 75, 27, 'Female', 77.80417574, 1.8169844282896435, 0.080812837, 63, 23.56679344444595, 96, 'Low Risk'),
(64468, 91, 14, '26:45.9', 37.26472189350711, 97.691381, 128, 76, 39, 'Female', 75.88024938559276, 1.598186933394761, 0.10168184171924649, 52, 29.708012525953855, 93.33333333333333, 'High Risk'),
(64469, 72, 12, '25:45.9', 36.58868281522196, 99.86304138914575, 125, 72, 20, 'Male', 71.76229463, 1.5847304078771165, 0.11087487558529605, 53, 28.574953639796725, 89.66666666666666, 'Low Risk'),
(64470, 79, 12, '24:45.9', 36.24372301911904, 97.05110358081802, 120, 80, 27, 'Female', 99.86873808167925, 1.7706881172776243, 0.062900577, 40, 31.852638780825853, 93.33333333333333, 'High Risk'),
(64471, 63, 14, '23:45.9', 36.36356898517425, 97.72462642770314, 129, 77, 33, 'Male', 52.255349523542876, 1.5409815696652336, 0.11067642179994197, 52, 22.005734451160595, 94.33333333333333, 'Low Risk'),
(64472, 66, 12, '22:45.9', 37.14746937797832, 97.32973294952816, 137, 86, 75, 'Male', 94.84931123347755, 1.9844652173107467, 0.1034092958752053, 51, 24.08503041500502, 103, 'Low Risk'),
(64473, 82, 15, '21:45.9', 36.72484813, 98.86418116, 138, 86, 39, 'Male', 73.88773641277947, 1.5138922337564853, 0.12206305773862791, 52, 32.23906514413538, 103.33333333333333, 'High Risk'),
(64474, 64, 18, '20:45.9', 36.163316577664766, 96.10492557270881, 125, 74, 79, 'Female', 99.49075677468156, 1.7993311158814156, 0.11009779305235817, 51, 30.729858023565967, 91, 'High Risk'),
(64475, 64, 12, '19:45.9', 36.70284310159914, 99.11103269894832, 121, 81, 23, 'Female', 85.97832007289261, 1.938802949486181, 0.093527535, 40, 22.872920038116543, 94.33333333333333, 'Low Risk'),
(64476, 78, 17, '18:45.9', 36.40248147489727, 96.96112806912264, 138, 82, 25, 'Male', 66.98808131905218, 1.7050489550659553, 0.093184024, 56, 23.04219422751375, 100.66666666666666, 'Low Risk'),
(64477, 93, 15, '17:45.9', 37.46033303524225, 95.27951704238413, 120, 72, 74, 'Female', 85.44988086408223, 1.602979687519119, 0.079455391, 48, 33.25488292913523, 88, 'High Risk'),
(64478, 77, 15, '16:45.9', 37.021654571485186, 99.00187515, 129, 71, 54, 'Female', 99.55701564590808, 1.9394412829176595, 0.090550837, 58, 26.467845937318426, 90.33333333333333, 'Low Risk'),
(64479, 78, 14, '15:45.9', 37.39438632485489, 99.83094183135323, 116, 72, 59, 'Male', 77.81333428949378, 1.646657413, 0.13638725548918146, 44, 28.69772818011158, 86.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(64481, 85, 17, '13:45.9', 36.372956201310075, 99.72127554925915, 112, 71, 72, 'Female', 58.17256593166427, 1.6363590734753937, 0.13156264109648091, 41, 21.72506090361276, 84.66666666666667, 'Low Risk'),
(64482, 85, 19, '12:45.9', 36.453025978198696, 99.21515244381095, 139, 73, 35, 'Male', 57.22562633667931, 1.6341699499121174, 0.12179930832916208, 66, 21.428714289242993, 95, 'Low Risk'),
(64483, 88, 16, '11:45.9', 36.629041556971586, 99.85749483835322, 122, 77, 77, 'Female', 62.009473852140225, 1.7058903683018252, 0.14876750619518198, 45, 21.308643920995777, 92, 'Low Risk'),
(64484, 87, 12, '10:45.9', 36.81928839991261, 98.08588092738636, 118, 81, 74, 'Male', 86.29897639738051, 1.602255101, 0.14390798835166357, 37, 33.61571233209276, 93.33333333333333, 'High Risk'),
(64485, 92, 19, '09:45.9', 37.49850607764479, 96.01612302377794, 117, 79, 56, 'Male', 92.00528983362727, 1.8026205281305905, 0.070492671, 38, 28.314192007217123, 91.66666666666667, 'High Risk'),
(64486, 90, 16, '08:45.9', 37.35807561852885, 97.90458557, 133, 80, 22, 'Male', 85.33049149016614, 1.5306093348668444, 0.072198047, 53, 36.42298473039768, 97.66666666666666, 'High Risk'),
(64487, 60, 13, '07:45.9', 36.71065418114556, 96.34427667491573, 122, 72, 19, 'Male', 71.65703624, 1.9398372522335787, 0.1176675774310199, 50, 19.04268797, 88.66666666666666, 'Low Risk'),
(64488, 76, 18, '06:45.9', 36.43566702968339, 97.04536779390517, 133, 88, 84, 'Male', 61.77832760064019, 1.8006328878640752, 0.051793206, 45, 19.053983778481097, 103, 'Low Risk'),
(64489, 95, 13, '05:45.9', 36.99235425536271, 98.12415561109792, 127, 73, 31, 'Male', 95.82942774829218, 1.9408810944308366, 0.053811421, 54, 25.43905857515391, 91, 'High Risk'),
(64490, 93, 17, '04:45.9', 36.47081185878847, 99.18250633604197, 122, 70, 65, 'Female', 71.05164188686307, 1.5506058409781622, 0.119098639, 52, 29.55093911085697, 87.33333333333333, 'High Risk'),
(64491, 65, 17, '03:45.9', 36.05904866140311, 95.03375233195113, 132, 72, 69, 'Female', 60.961062962682135, 1.9154448632868175, 0.10846077742690985, 60, 16.61549257537036, 92, 'High Risk'),
(64492, 66, 15, '02:45.9', 36.96533743305198, 95.79435433306088, 120, 83, 42, 'Male', 61.011314436495596, 1.8055011566726815, 0.1279598359832357, 37, 18.71607770502332, 95.33333333333333, 'Low Risk'),
(64493, 80, 12, '01:45.9', 37.298288039474926, 96.15409071325476, 118, 85, 72, 'Female', 86.56686617416193, 1.7577341967512885, 0.11119924729504593, 33, 28.018526491294086, 96, 'Low Risk'),
(64494, 67, 12, '00:45.9', 36.442003574255196, 96.33189549, 137, 74, 83, 'Male', 90.50690340658736, 1.5292261883255858, 0.078724999, 63, 38.70243167848332, 95, 'High Risk'),
(64495, 89, 17, '59:45.9', 36.88759787411256, 99.44638945497361, 124, 85, 83, 'Female', 83.63220100555026, 1.9773361943678789, 0.1136735665416951, 39, 21.39008421861994, 98, 'Low Risk'),
(64496, 65, 17, '58:45.9', 37.34149602485575, 95.63514603412123, 121, 82, 62, 'Female', 99.15280754654216, 1.9295601945707217, 0.13877424765910776, 39, 26.631053874241655, 95, 'Low Risk'),
(64497, 65, 18, '57:45.9', 36.826869957269835, 98.66780034121948, 112, 75, 19, 'Male', 59.52395777994597, 1.7980277401913438, 0.082014837, 37, 18.411917675290116, 87.33333333333333, 'High Risk'),
(64498, 74, 13, '56:45.9', 37.29456695, 99.72993950873149, 123, 80, 45, 'Female', 72.10791061601492, 1.6703963957391097, 0.13376388978645753, 43, 25.843053297270107, 94.33333333333333, 'Low Risk'),
(64499, 69, 14, '55:45.9', 37.209916241131914, 98.59138120676609, 118, 89, 59, 'Male', 60.38312946571236, 1.7736386476150439, 0.098980306, 29, 19.19487686147183, 98.66666666666667, 'Low Risk'),
(64500, 92, 15, '54:45.9', 36.784299103064704, 96.12101573, 139, 74, 51, 'Male', 95.78383680275564, 1.8458345985664746, 0.13443579395798783, 65, 28.112965856371183, 95.66666666666666, 'High Risk'),
(64501, 70, 18, '53:45.9', 36.623717283045025, 95.47188729230992, 119, 76, 42, 'Female', 62.11419179044353, 1.5154421006906258, 0.10895553528953283, 43, 27.046566618781725, 90.33333333333333, 'Low Risk'),
(64502, 74, 19, '52:45.9', 36.14331686447913, 96.45962253285394, 138, 79, 19, 'Female', 53.988304556700896, 1.6574156254725474, 0.059834589145880614, 59, 19.65336099406003, 98.66666666666666, 'Low Risk'),
(64503, 78, 13, '51:45.9', 36.47770512, 98.50246762625845, 139, 87, 74, 'Male', 79.13230961998234, 1.829887702665979, 0.11509267848714447, 52, 23.632244130637005, 104.33333333333333, 'Low Risk'),
(64504, 66, 16, '50:45.9', 36.60310413598981, 99.59848842239236, 131, 74, 40, 'Male', 61.33824067701062, 1.9418928689148038, 0.055715899, 57, 16.266000504467566, 93, 'High Risk'),
(64505, 67, 18, '49:45.9', 36.53534407613081, 97.01182007253836, 134, 87, 21, 'Male', 56.16031975484637, 1.8900628892004958, 0.097938278, 47, 15.720887574468245, 102.66666666666667, 'High Risk'),
(64506, 61, 16, '48:45.9', 36.66118892062871, 99.18483709288364, 136, 75, 45, 'Female', 96.63063443157326, 1.7340706754456492, 0.072372078, 61, 32.135217440549056, 95.33333333333333, 'High Risk'),
(64507, 84, 12, '47:45.9', 36.490922897556935, 95.95051059460937, 112, 74, 22, 'Male', 82.21524769474088, 1.9678350111133467, 0.13221406067604508, 38, 21.23122257783342, 86.66666666666667, 'Low Risk'),
(64508, 93, 18, '46:45.9', 36.39012758, 98.34567375645958, 110, 84, 33, 'Male', 99.19601287, 1.7724259612432816, 0.084682457, 26, 31.57606525985559, 92.66666666666667, 'High Risk'),
(64509, 74, 16, '45:45.9', 36.185433180461175, 96.68783109685009, 119, 84, 32, 'Female', 66.85290610117116, 1.7069543009875172, 0.099700624, 35, 22.944389278554286, 95.66666666666667, 'Low Risk'),
(64510, 98, 13, '44:45.9', 36.82355425626974, 98.06763724714324, 133, 77, 63, 'Female', 92.7018907, 1.6877302263309963, 0.087860868, 56, 32.54486954317846, 95.66666666666666, 'High Risk'),
(64511, 72, 16, '43:45.9', 36.60088972421449, 98.93614838629945, 129, 83, 59, 'Male', 65.12752771929604, 1.5724707251341659, 0.057755403, 46, 26.339010452408814, 98.33333333333333, 'Low Risk'),
(64512, 68, 16, '42:45.9', 36.90580040951411, 99.33181923423322, 123, 81, 44, 'Female', 62.90477670224471, 1.8294997664542059, 0.11355062323864525, 42, 18.793986401251406, 95, 'Low Risk'),
(64513, 70, 19, '41:45.9', 36.70649728742643, 96.93751751501242, 129, 81, 63, 'Female', 99.25443428497331, 1.9895796427036547, 0.12638664590333515, 48, 25.074210136242467, 97, 'Low Risk'),
(64514, 75, 15, '40:45.9', 37.27825305271493, 99.78875259373936, 120, 82, 83, 'Male', 71.31725720253246, 1.9888019571282847, 0.12991927930659192, 38, 18.03065712835131, 94.66666666666667, 'High Risk'),
(64515, 91, 16, '39:45.9', 36.50714393870004, 96.774891, 126, 81, 75, 'Male', 52.770768629867796, 1.801680008460729, 0.14036074900397916, 45, 16.25691371499409, 96, 'High Risk'),
(64516, 82, 12, '38:45.9', 36.35659415, 99.31981706054154, 123, 75, 42, 'Male', 53.20198571254727, 1.516956977983708, 0.056988397, 48, 23.119653137991943, 91, 'Low Risk'),
(64517, 82, 18, '37:45.9', 36.29416977865426, 97.85210438103255, 129, 79, 35, 'Female', 73.12808976123095, 1.5381985883273737, 0.11386738964722858, 50, 30.90718218324634, 95.66666666666666, 'High Risk'),
(64518, 64, 15, '36:45.9', 37.05335934678539, 99.50536255876254, 123, 75, 81, 'Male', 59.73173067379836, 1.5790253745097107, 0.13406668395453775, 48, 23.956693694586573, 91, 'Low Risk'),
(64519, 74, 14, '35:45.9', 36.247309645902426, 97.62428190364524, 110, 88, 53, 'Male', 63.00916630895631, 1.8308995021050745, 0.13039400596121536, 22, 18.79640181, 95.33333333333333, 'Low Risk'),
(64520, 76, 18, '34:45.9', 36.65711937, 99.42127755821427, 115, 87, 22, 'Male', 54.14733611906388, 1.5299503208183127, 0.10695347729736762, 28, 23.13249289765649, 96.33333333333333, 'Low Risk'),
(64521, 61, 19, '33:45.9', 36.090242343336605, 97.99472945011621, 129, 86, 53, 'Female', 80.5032897, 1.510013576998456, 0.094580685, 43, 35.306276937082494, 100.33333333333333, 'High Risk'),
(64522, 75, 18, '32:45.9', 37.350505811488055, 99.07678952461224, 125, 83, 70, 'Male', 58.81559167682449, 1.8559841814456102, 0.099899999, 42, 17.07434016764984, 97, 'High Risk'),
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(64524, 82, 13, '30:45.9', 36.45423957569083, 95.07343064391598, 125, 85, 45, 'Male', 67.42561721573391, 1.869008994948289, 0.086537447, 40, 19.301992728367818, 98.33333333333333, 'Low Risk'),
(64525, 97, 14, '29:45.9', 37.177615161001285, 96.23749719022742, 119, 76, 86, 'Female', 68.68428713289609, 1.5036788085706712, 0.061575543634576096, 43, 30.37716475, 90.33333333333333, 'High Risk'),
(64526, 65, 16, '28:45.9', 36.54461594553107, 96.11246710682816, 137, 83, 87, 'Female', 97.15561456194663, 1.5579882869157393, 0.079927997, 54, 40.02575444608329, 101, 'High Risk'),
(64527, 92, 15, '27:45.9', 37.26888013500952, 98.99352358350434, 120, 71, 30, 'Female', 54.580581139537266, 1.781172003902944, 0.10192352430728979, 49, 17.203881192963614, 87.33333333333333, 'High Risk'),
(64528, 84, 17, '26:45.9', 37.16094752396134, 99.49077056485314, 137, 70, 18, 'Male', 61.99959633333806, 1.9331831394958714, 0.13339871298909856, 67, 16.58986547673476, 92.33333333333333, 'High Risk'),
(64529, 80, 14, '25:45.9', 37.480996571278624, 99.9274174, 139, 72, 36, 'Male', 56.19961870440198, 1.938332120179695, 0.052107060966196606, 67, 14.958119000825308, 94.33333333333333, 'High Risk'),
(64530, 95, 16, '24:45.9', 36.232828410308535, 96.80110964619784, 136, 80, 40, 'Female', 51.954091370939594, 1.6273461641997513, 0.057265767, 56, 19.618231935244047, 98.66666666666666, 'High Risk'),
(64531, 98, 15, '23:45.9', 37.47055115786681, 99.23876124751607, 112, 75, 18, 'Male', 64.23439227018665, 1.6127031016880164, 0.14852029599619493, 37, 24.697828871159768, 87.33333333333333, 'High Risk'),
(64532, 91, 13, '22:45.9', 36.33445989348078, 97.90319854331517, 136, 74, 88, 'Female', 66.76621223566613, 1.627134245321946, 0.1278226740086179, 62, 25.21796093482603, 94.66666666666666, 'High Risk'),
(64533, 84, 12, '21:45.9', 37.433125960024434, 98.39911675941714, 119, 70, 22, 'Female', 92.29825252730778, 1.7285699972717326, 0.09456251, 49, 30.890115863120403, 86.33333333333333, 'High Risk'),
(64534, 63, 14, '20:45.9', 36.681280149198365, 96.37499810460382, 117, 80, 80, 'Male', 84.01648413313156, 1.6575192403953636, 0.14865507102348102, 37, 30.58069468108102, 92.33333333333333, 'High Risk'),
(64535, 65, 19, '19:45.9', 36.655835822668664, 98.45022713189492, 130, 76, 80, 'Female', 54.113566912603304, 1.5425329132593024, 0.11079705727745387, 54, 22.74245178754527, 94, 'Low Risk'),
(64536, 71, 14, '18:45.9', 36.55838093738638, 96.70455075920276, 116, 81, 88, 'Female', 95.71285441853766, 1.5506335951107264, 0.110981261, 35, 39.806307215624216, 92.66666666666667, 'High Risk'),
(64537, 73, 16, '17:45.9', 36.984350674552616, 95.46558619149688, 113, 83, 32, 'Female', 97.08478434995791, 1.5415955213145953, 0.12931598, 30, 40.85171471874971, 93, 'High Risk'),
(64538, 64, 17, '16:45.9', 36.48280676299304, 96.63557043287999, 126, 86, 28, 'Male', 57.71649433135287, 1.9021595242545424, 0.079903463, 40, 15.951666896425532, 99.33333333333333, 'High Risk'),
(64539, 66, 16, '15:45.9', 37.26823564608258, 98.27566395227232, 122, 76, 32, 'Female', 97.62299948090751, 1.5263643270394867, 0.14588839963386502, 46, 41.90209453160738, 91.33333333333333, 'High Risk'),
(64540, 94, 12, '14:45.9', 36.87980656462158, 98.93931844329367, 112, 71, 75, 'Male', 96.72209163018951, 1.970552578233289, 0.094956954, 41, 24.908617594502033, 84.66666666666667, 'High Risk'),
(64541, 88, 16, '13:45.9', 36.546173812244376, 99.37195464446081, 121, 80, 67, 'Male', 58.73514713803064, 1.989490991724008, 0.14669508930429112, 41, 14.839323648578791, 93.66666666666667, 'High Risk'),
(64542, 82, 14, '12:45.9', 37.21577457796552, 95.16894247495773, 131, 85, 20, 'Male', 59.61669503858025, 1.5404001756992023, 0.090068906, 46, 25.124693791545248, 100.33333333333333, 'Low Risk'),
(64543, 81, 17, '11:45.9', 36.13925669291958, 95.3339201, 137, 85, 46, 'Male', 69.88925348081264, 1.5798774373641304, 0.13542748261503906, 52, 28.000359534317855, 102.33333333333333, 'Low Risk'),
(64544, 84, 17, '10:45.9', 36.29817230961351, 97.32071662924993, 126, 82, 49, 'Male', 80.00266372, 1.7631208570653614, 0.079405618, 44, 25.73595456651067, 96.66666666666667, 'Low Risk'),
(64545, 62, 14, '09:45.9', 36.96774512111119, 96.15088958, 123, 74, 43, 'Female', 60.956663874842775, 1.5166589059167306, 0.10820831836595804, 49, 26.499968089216313, 90.33333333333333, 'Low Risk'),
(64546, 89, 16, '08:45.9', 37.19997591782413, 98.89904155, 121, 83, 46, 'Male', 98.58899131616224, 1.7731119990656534, 0.10905352103256374, 38, 31.358558140427974, 95.66666666666667, 'High Risk'),
(64547, 85, 17, '07:45.9', 36.72399486624383, 99.43804518735992, 131, 88, 67, 'Female', 65.08579832735619, 1.7753482692279583, 0.063337964, 43, 20.649955209408173, 102.33333333333333, 'Low Risk'),
(64548, 76, 15, '06:45.9', 36.16708976516126, 99.08210371356897, 130, 85, 43, 'Male', 56.024326033401074, 1.5908251216486122, 0.1073743813734751, 45, 22.137662371144156, 100, 'Low Risk'),
(64549, 97, 18, '05:45.9', 37.29113711867423, 97.34347606, 136, 77, 65, 'Female', 51.48964872687336, 1.6921093264369702, 0.094520516, 59, 17.983039185529126, 96.66666666666666, 'High Risk'),
(64550, 63, 14, '04:45.9', 36.10540070603861, 95.07269239824502, 127, 78, 66, 'Female', 83.60256372253119, 1.9733130417681028, 0.098403757, 49, 21.469781429919394, 94.33333333333333, 'Low Risk'),
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(64729, 68, 15, '05:45.9', 36.60601720449455, 96.39275916724486, 112, 80, 22, 'Male', 67.10591325372337, 1.7715621135862187, 0.1025571674955282, 32, 21.381985132204985, 90.66666666666667, 'Low Risk'),
(64730, 72, 13, '04:45.9', 37.36769336418894, 95.04994474, 119, 83, 58, 'Male', 98.47399333496776, 1.710448314058996, 0.1181463628334033, 36, 33.65903334, 95, 'High Risk'),
(64731, 85, 12, '03:45.9', 37.083718413150144, 99.68071098, 135, 81, 53, 'Female', 95.95562476734572, 1.528259910139903, 0.092030016, 54, 41.084309865487484, 99, 'High Risk'),
(64732, 80, 13, '02:45.9', 36.82455283557639, 99.43146182285282, 115, 84, 42, 'Female', 51.62947995872483, 1.7409414489070616, 0.073016244, 31, 17.03450115903949, 94.33333333333333, 'High Risk'),
(64733, 98, 14, '01:45.9', 36.090199963062894, 98.89803533871178, 119, 72, 23, 'Male', 90.22915357458496, 1.578183529901834, 0.10921399673810314, 47, 36.22695819185598, 87.66666666666667, 'High Risk'),
(64734, 92, 19, '00:45.9', 36.29666670962603, 99.13869118522062, 119, 81, 78, 'Female', 85.96416746207629, 1.9472454196926796, 0.10924154550694129, 38, 22.67128203031949, 93.66666666666667, 'High Risk'),
(64735, 65, 16, '59:45.9', 36.819033178617765, 97.61241075160837, 123, 86, 60, 'Female', 94.68047840065967, 1.6007716839157657, 0.095940498, 37, 36.948912178820635, 98.33333333333333, 'High Risk'),
(64736, 83, 15, '58:45.9', 36.50220353, 96.82277433, 135, 80, 19, 'Male', 57.28564922605652, 1.8152883607137522, 0.050058714, 55, 17.384195337187588, 98.33333333333333, 'High Risk'),
(64737, 82, 18, '57:45.9', 36.73896449591351, 98.06661445107628, 136, 81, 20, 'Male', 74.30370915809868, 1.7609551459398516, 0.13214606932422754, 55, 23.96149471464549, 99.33333333333333, 'Low Risk'),
(64738, 90, 15, '56:45.9', 36.69987974792059, 96.96941262938486, 138, 89, 77, 'Male', 75.25828480629713, 1.6163031405098873, 0.14714555631639198, 49, 28.80770643080917, 105.33333333333333, 'Low Risk'),
(64739, 74, 18, '55:45.9', 36.416631921999304, 95.02389066596614, 114, 81, 84, 'Female', 57.941417558942575, 1.7345151253730715, 0.077129029, 33, 19.258964538184447, 92, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(64741, 91, 18, '53:45.9', 36.31336167517833, 97.99578541018046, 136, 71, 33, 'Female', 97.40015284031622, 1.5383161051867726, 0.067890462, 65, 41.15934592722932, 92.66666666666666, 'High Risk'),
(64742, 84, 19, '52:45.9', 37.164926607051406, 97.49574681, 112, 87, 49, 'Male', 95.38454992446657, 1.8219363262870287, 0.13606359848202654, 25, 28.735029331377596, 95.33333333333333, 'Low Risk'),
(64743, 67, 19, '51:45.9', 36.93539084870352, 99.98219767570521, 119, 72, 80, 'Male', 71.68506953061399, 1.5970237960811684, 0.065108653, 47, 28.106446179087133, 87.66666666666667, 'Low Risk'),
(64744, 93, 15, '50:45.9', 37.009910709642746, 96.38190688007863, 129, 88, 37, 'Female', 63.73297374350288, 1.9673886175797144, 0.102601594, 41, 16.46583935561702, 101.66666666666667, 'High Risk'),
(64745, 60, 19, '49:45.9', 36.59281989993663, 95.82652570725406, 130, 73, 84, 'Male', 61.60061348660617, 1.607607343136686, 0.082613105, 57, 23.835544358030624, 92, 'Low Risk'),
(64746, 97, 17, '48:45.9', 36.720815476703144, 96.18899962485051, 124, 85, 65, 'Male', 59.841376516504575, 1.5685318396746475, 0.10371533558830735, 39, 24.322874400317655, 98, 'High Risk'),
(64747, 99, 19, '47:45.9', 36.941465387150366, 95.25837756788562, 117, 85, 81, 'Female', 55.75536930427611, 1.938154274680648, 0.12159716262384952, 32, 14.842600901636906, 95.66666666666667, 'High Risk'),
(64748, 88, 15, '46:45.9', 37.419533383078715, 98.12009737342339, 132, 76, 84, 'Female', 60.12541730123019, 1.5262429549143453, 0.051399477, 56, 25.811352331214106, 94.66666666666666, 'Low Risk'),
(64749, 64, 19, '45:45.9', 36.45224541827532, 98.82045289, 111, 85, 53, 'Male', 90.08120642295007, 1.656206642099886, 0.096090889, 26, 32.84015134028052, 93.66666666666667, 'High Risk'),
(64750, 78, 14, '44:45.9', 36.76492158, 99.07118716550997, 117, 88, 62, 'Male', 60.411107558808105, 1.9709630538318197, 0.1402337835081643, 29, 15.55105406399081, 97.66666666666667, 'High Risk'),
(64751, 98, 12, '43:45.9', 36.09139426983773, 96.09937143541904, 131, 85, 45, 'Male', 89.06054225677751, 1.922781549146029, 0.062387714, 46, 24.08937004, 100.33333333333333, 'High Risk'),
(64752, 89, 17, '42:45.9', 36.80926372671562, 98.49548800785563, 123, 72, 47, 'Female', 70.44951441815071, 1.9329386865956601, 0.14063624905438415, 51, 18.855664729423577, 89, 'Low Risk'),
(64753, 90, 12, '41:45.9', 36.53792739868195, 97.13692278226195, 119, 73, 89, 'Female', 85.61045215184194, 1.7539072545343406, 0.12349107827269974, 46, 27.830021504970407, 88.33333333333333, 'Low Risk'),
(64754, 73, 19, '40:45.9', 36.29638182003613, 97.29560490265011, 111, 75, 61, 'Male', 59.98112183197305, 1.9566971517812266, 0.1356372168151571, 36, 15.666333176759212, 87, 'High Risk'),
(64755, 99, 14, '39:45.9', 37.25015286485991, 95.63947682755352, 136, 71, 83, 'Male', 71.17886798167108, 1.636657808609986, 0.1150613522358466, 65, 26.572676659634126, 92.66666666666666, 'High Risk'),
(64756, 83, 18, '38:45.9', 36.99676898269918, 95.21160553454445, 121, 81, 82, 'Male', 67.26545669, 1.7807377065576742, 0.099834206, 40, 21.212516124079944, 94.33333333333333, 'Low Risk'),
(64757, 78, 19, '37:45.9', 36.02381602492491, 95.48359142731444, 120, 77, 77, 'Male', 59.78043620223562, 1.8836187498217694, 0.10212029558208999, 43, 16.84895886479037, 91.33333333333333, 'High Risk'),
(64758, 60, 18, '36:45.9', 37.162681801062604, 99.54056075, 126, 77, 18, 'Male', 87.57938684023227, 1.9353879504006262, 0.085302959, 49, 23.381148198186164, 93.33333333333333, 'Low Risk'),
(64759, 99, 12, '35:45.9', 37.18303387723626, 96.37856573944784, 124, 76, 25, 'Female', 79.89813976202453, 1.5448546443507334, 0.13882307692556084, 48, 33.47814779058709, 92, 'High Risk'),
(64760, 62, 18, '34:45.9', 36.944173823882814, 95.90783491, 127, 76, 41, 'Female', 55.25714318345386, 1.887281711063239, 0.13215876569269278, 51, 15.513684867162272, 93, 'High Risk'),
(64761, 99, 17, '33:45.9', 37.33900934398071, 97.67280783209966, 110, 83, 58, 'Male', 54.283394924417095, 1.556036238221668, 0.057599712, 27, 22.41958591473579, 92, 'High Risk'),
(64762, 72, 15, '32:45.9', 36.385189273074886, 96.57447277013816, 138, 73, 64, 'Male', 86.62967967895956, 1.897941186501599, 0.10093498513736518, 65, 24.04923177190048, 94.66666666666666, 'Low Risk'),
(64763, 74, 18, '31:45.9', 36.383264626503035, 97.51321752735171, 116, 89, 67, 'Female', 61.572255769377406, 1.5584776723894704, 0.14661968588823365, 27, 25.350346236151974, 98, 'Low Risk'),
(64764, 66, 15, '30:45.9', 37.19069609617236, 97.41003172607354, 116, 73, 24, 'Female', 93.15073360268943, 1.7013019279336297, 0.053399998, 43, 32.18277516569609, 87.33333333333333, 'High Risk'),
(64765, 74, 19, '29:45.9', 36.371778178280266, 99.11901255137296, 125, 85, 21, 'Female', 63.04403140751977, 1.761913798134003, 0.080176973, 40, 20.30835111323682, 98.33333333333333, 'Low Risk'),
(64766, 73, 19, '28:45.9', 37.22932226627364, 99.56489576447319, 121, 83, 33, 'Female', 79.35129339991238, 1.8509627006142129, 0.084803394, 38, 23.161073008421745, 95.66666666666667, 'Low Risk'),
(64767, 68, 13, '27:45.9', 36.52508476900272, 97.98742125231051, 119, 77, 43, 'Female', 67.34917064252878, 1.947976122752781, 0.087880237, 42, 17.74863644508724, 91, 'High Risk'),
(64768, 88, 19, '26:45.9', 37.00591344741568, 98.62741967308048, 118, 71, 27, 'Male', 96.14477228170662, 1.9589270079234664, 0.1353094020259364, 47, 25.05469771060402, 86.66666666666667, 'Low Risk'),
(64769, 64, 13, '25:45.9', 37.05481383078382, 98.49180577605796, 128, 75, 49, 'Male', 90.09187706151145, 1.5879566260149565, 0.057974345, 53, 35.72797188327039, 92.66666666666666, 'High Risk'),
(64770, 62, 12, '24:45.9', 36.82173469771162, 97.01933453338215, 121, 89, 27, 'Female', 55.61514483891736, 1.6757130436785783, 0.098998368, 32, 19.805863070332723, 99.66666666666667, 'Low Risk'),
(64771, 96, 17, '23:45.9', 36.747251313435406, 99.42172934108304, 123, 70, 43, 'Male', 76.70984570385203, 1.6181820705522916, 0.10456559232522925, 53, 29.295191374108605, 87.66666666666666, 'High Risk'),
(64772, 74, 18, '22:45.9', 36.245661333678235, 99.11845123834304, 122, 73, 63, 'Male', 53.64794288, 1.701563960147465, 0.055106132, 49, 18.529193503723533, 89.33333333333333, 'Low Risk'),
(64773, 65, 15, '21:45.9', 36.23210129011088, 97.09864019396609, 133, 71, 58, 'Male', 70.43306211162707, 1.9389804443795133, 0.084373249, 62, 18.733965319900133, 91.66666666666666, 'Low Risk'),
(64774, 71, 16, '20:45.9', 36.11874356904728, 96.83247475, 138, 70, 47, 'Female', 89.30410291, 1.5275933894933837, 0.09230366, 68, 38.26977170912789, 92.66666666666666, 'High Risk'),
(64775, 75, 14, '19:45.9', 36.71619952358609, 99.53982734132038, 124, 86, 44, 'Male', 71.51092113764236, 1.8052562133137604, 0.06700586, 38, 21.942932917603155, 98.66666666666667, 'Low Risk'),
(64776, 98, 12, '18:45.9', 37.28201772815162, 96.91590868280603, 129, 73, 19, 'Female', 84.80236555381597, 1.8742764902243714, 0.078707423, 56, 24.14018820275255, 91.66666666666666, 'High Risk'),
(64777, 78, 18, '17:45.9', 37.09773671819314, 99.42483758615201, 114, 76, 31, 'Female', 70.29406769234707, 1.694687798123403, 0.12775848611488932, 38, 24.475933819841764, 88.66666666666667, 'Low Risk'),
(64778, 81, 18, '16:45.9', 36.68823926723542, 98.00242926837265, 126, 79, 37, 'Female', 84.14425282271813, 1.8018845922402205, 0.13080254374572398, 47, 25.916151794379644, 94.66666666666667, 'Low Risk'),
(64779, 88, 16, '15:45.9', 36.47052001922493, 96.02343280770238, 132, 72, 82, 'Male', 80.95496274512703, 1.9673089044380265, 0.096559755, 60, 20.91695017679595, 92, 'Low Risk'),
(64780, 77, 17, '14:45.9', 36.18655955, 96.39137844851358, 125, 75, 43, 'Male', 58.72481769969952, 1.7788872608744248, 0.07618975, 50, 18.557728950005146, 91.66666666666666, 'Low Risk'),
(64781, 90, 15, '13:45.9', 36.62415746368232, 96.72932514, 128, 74, 25, 'Female', 91.30300365724833, 1.7543192168468456, 0.067093939, 54, 29.666603260044962, 92, 'Low Risk'),
(64782, 86, 12, '12:45.9', 36.022481621794945, 99.80628848069215, 110, 89, 25, 'Male', 77.10163967210067, 1.5064264255410849, 0.11420678165147875, 21, 33.97564914458411, 96, 'High Risk'),
(64783, 64, 12, '11:45.9', 36.76538219071735, 99.7275779, 117, 79, 40, 'Female', 96.42941990495514, 1.5084528651247537, 0.071464293, 38, 42.37854732630665, 91.66666666666667, 'High Risk'),
(64784, 74, 15, '10:45.9', 36.36373799, 95.22986493152774, 135, 81, 78, 'Male', 74.99403495480277, 1.5203661531925472, 0.10221873198605669, 54, 32.443696910060154, 99, 'High Risk'),
(64785, 97, 17, '09:45.9', 37.19545318597294, 95.54271140802011, 122, 71, 52, 'Female', 61.522040748047246, 1.8830486607421626, 0.10064773685810807, 51, 17.350326311587484, 88, 'High Risk'),
(64786, 93, 17, '08:45.9', 37.38396281372336, 97.34145724519198, 116, 71, 83, 'Male', 51.66926714399296, 1.947789679, 0.12380429874110414, 45, 13.619092860273094, 86, 'High Risk'),
(64787, 88, 14, '07:45.9', 37.08068052128526, 95.32611290902261, 138, 70, 39, 'Male', 62.16703941313337, 1.8565346874894493, 0.071910694, 68, 18.036574061587388, 92.66666666666666, 'High Risk'),
(64788, 85, 14, '06:45.9', 36.235627737974674, 97.36428167887863, 135, 86, 22, 'Male', 90.61717350403492, 1.9615497041447116, 0.095379867, 49, 23.55113690901254, 102.33333333333333, 'Low Risk'),
(64789, 73, 12, '05:45.9', 36.06755020445413, 99.22406519657342, 112, 85, 36, 'Female', 89.03710019697891, 1.5102347403420475, 0.1173789735413839, 27, 39.03750876621612, 94, 'High Risk'),
(64790, 74, 17, '04:45.9', 36.91683104236795, 99.46352447231682, 128, 76, 86, 'Male', 50.76639766, 1.780862334403292, 0.096273423, 52, 16.007210281691645, 93.33333333333333, 'High Risk'),
(64791, 79, 12, '03:45.9', 36.39422067819092, 95.99355229127843, 111, 80, 58, 'Female', 66.99617823284682, 1.8836630744436906, 0.079784994, 31, 18.881808146115763, 90.33333333333333, 'Low Risk'),
(64792, 89, 14, '02:45.9', 36.96120307162893, 99.23184779767038, 129, 75, 54, 'Female', 78.87445411518027, 1.5252809956970235, 0.13188242404895728, 54, 33.902884349870966, 93, 'High Risk'),
(64793, 92, 19, '01:45.9', 37.22110013317417, 99.36409376125444, 121, 80, 30, 'Female', 53.14248540568571, 1.9170948516312605, 0.1257871583555032, 41, 14.45954609795606, 93.66666666666667, 'High Risk'),
(64794, 67, 15, '00:45.9', 36.15449262853721, 99.93008133785214, 127, 82, 69, 'Male', 82.00197927892347, 1.6231240687297759, 0.064710126, 45, 31.125827013730795, 97, 'High Risk'),
(64795, 75, 18, '59:45.9', 36.25314476650785, 98.98445547113703, 133, 75, 78, 'Male', 72.00999511598766, 1.8592777172177635, 0.057213747413432214, 58, 20.830718620341006, 94.33333333333333, 'Low Risk'),
(64796, 79, 16, '58:45.9', 36.41285861854772, 98.01599928052607, 123, 73, 89, 'Female', 64.83656978030496, 1.8755752292739516, 0.10589219893928864, 50, 18.431091425889655, 89.66666666666666, 'High Risk'),
(64797, 65, 14, '57:45.9', 36.07106146789953, 97.57476792454514, 136, 74, 40, 'Female', 64.51503589256077, 1.7516151868086645, 0.061940446, 62, 21.027301376855256, 94.66666666666666, 'Low Risk'),
(64798, 68, 15, '56:45.9', 36.852463557171625, 96.45119891691894, 138, 76, 61, 'Female', 54.295143394922555, 1.7626601847980665, 0.10095664414412234, 62, 17.475265996802857, 96.66666666666666, 'High Risk'),
(64799, 89, 18, '55:45.9', 36.47982358247278, 95.10353529212435, 135, 77, 49, 'Male', 76.61343947345657, 1.6921120256193949, 0.13856897, 58, 26.757574052855414, 96.33333333333333, 'Low Risk'),
(64800, 74, 19, '54:45.9', 37.24436097155443, 95.5462865, 135, 83, 55, 'Female', 83.17703770847194, 1.7325543204854617, 0.053201798, 52, 27.709566368702077, 100.33333333333333, 'Low Risk'),
(64801, 79, 14, '53:45.9', 36.65150540517689, 95.22987654066506, 127, 83, 66, 'Male', 88.67830365, 1.727243194091698, 0.13366158550382612, 44, 29.72421517946203, 97.66666666666667, 'Low Risk'),
(64802, 90, 16, '52:45.9', 37.178795456341255, 98.95031367221664, 136, 74, 36, 'Male', 92.31992534822953, 1.541931572872575, 0.10164564205362844, 62, 38.82980791705421, 94.66666666666666, 'High Risk'),
(64803, 79, 19, '51:45.9', 37.30165896, 98.64872907341736, 117, 77, 80, 'Female', 57.657173264505104, 1.9504275785081067, 0.068346154, 40, 15.156317286783388, 90.33333333333333, 'High Risk'),
(64804, 89, 17, '50:45.9', 37.29483172845783, 95.64292437689289, 122, 88, 83, 'Male', 52.125351504422625, 1.741329365652661, 0.1458250909435415, 34, 17.19044617, 99.33333333333333, 'High Risk'),
(64805, 62, 18, '49:45.9', 36.54164522, 98.63718360660633, 112, 79, 60, 'Male', 98.86543746183236, 1.6016929330901524, 0.086366636, 33, 38.53771614541098, 90, 'High Risk'),
(64806, 83, 15, '48:45.9', 36.65576239885952, 95.89826312911511, 112, 73, 43, 'Female', 53.68108825896202, 1.7633942199568609, 0.071277599, 39, 17.26324705152282, 86, 'High Risk'),
(64807, 88, 12, '47:45.9', 37.46757012, 98.52827509221063, 120, 82, 30, 'Female', 54.241496692047605, 1.7330275169653753, 0.14303063151299217, 38, 18.060124821688525, 94.66666666666667, 'High Risk'),
(64808, 62, 16, '46:45.9', 36.18012627892355, 98.32890884441893, 129, 85, 28, 'Male', 64.17084902843725, 1.5091399962634846, 0.082204818, 44, 28.17596031375296, 99.66666666666667, 'Low Risk'),
(64809, 77, 13, '45:45.9', 36.08667173585563, 98.45514776192742, 139, 75, 23, 'Female', 65.90161161960195, 1.5447752664333965, 0.13137885987201892, 64, 27.61629548008383, 96.33333333333333, 'Low Risk'),
(64810, 77, 19, '44:45.9', 36.19298034335173, 99.91645545710291, 117, 73, 72, 'Female', 93.65323174549201, 1.8853412705926706, 0.10616349126216784, 44, 26.347706654502648, 87.66666666666667, 'Low Risk'),
(64811, 96, 18, '43:45.9', 37.13723061, 98.81865453670959, 113, 74, 56, 'Female', 86.61992974, 1.7104123336006047, 0.069600053, 39, 29.608485136791614, 87, 'High Risk'),
(64812, 77, 16, '42:45.9', 36.54351506718238, 98.56182424, 114, 86, 57, 'Male', 76.62146290772156, 1.8206318607196819, 0.058587714880380296, 28, 23.115652789849072, 95.33333333333333, 'Low Risk'),
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(64990, 64, 17, '44:45.9', 37.30558750891152, 99.95103235655478, 119, 76, 75, 'Male', 60.29033219807914, 1.519577919255346, 0.079077598, 43, 26.10969077028194, 90.33333333333333, 'Low Risk'),
(64991, 93, 18, '43:45.9', 36.186597907399175, 99.74943826, 130, 71, 71, 'Male', 84.56349255224393, 1.7177365453121218, 0.050325871980412606, 59, 28.659578604878007, 90.66666666666666, 'High Risk'),
(64992, 90, 12, '42:45.9', 36.61810587772582, 97.63638043120486, 125, 73, 50, 'Female', 82.84977385407151, 1.635306097918177, 0.072743307, 52, 30.98084186, 90.33333333333333, 'High Risk'),
(64993, 84, 19, '41:45.9', 36.78859993922734, 96.35535369480934, 117, 83, 50, 'Male', 93.63876452, 1.7538303732226688, 0.11341714797520337, 34, 30.442513050144928, 94.33333333333333, 'High Risk'),
(64994, 96, 15, '40:45.9', 36.72492494, 96.82598428753204, 118, 70, 23, 'Female', 77.30867277017983, 1.6974914309791076, 0.054865245, 48, 26.82952823308119, 86, 'High Risk'),
(64995, 63, 16, '39:45.9', 37.11437081425121, 98.76616135930735, 122, 72, 81, 'Female', 80.00328372225748, 1.6248736371538008, 0.090124284, 50, 30.301813988983014, 88.66666666666666, 'High Risk'),
(64996, 97, 13, '38:45.9', 37.44469919611904, 97.53032994, 110, 83, 59, 'Female', 81.52159325790834, 1.9877920258275628, 0.091555329, 27, 20.63149841228234, 92, 'High Risk'),
(64997, 88, 15, '37:45.9', 37.241450809716326, 96.72793694941778, 123, 74, 29, 'Male', 71.98221853873224, 1.7066490053789845, 0.11942611083826367, 49, 24.713644992251584, 90.33333333333333, 'Low Risk'),
(64998, 99, 17, '36:45.9', 36.59261466, 99.16661643, 117, 85, 62, 'Male', 90.53830882496838, 1.881799627238454, 0.1030218251857114, 32, 25.56734440609558, 95.66666666666667, 'High Risk'),
(64999, 98, 17, '35:45.9', 36.258301783070394, 96.38179216105952, 129, 71, 22, 'Female', 71.86952061, 1.5382445370163924, 0.086227324, 58, 30.373440257578114, 90.33333333333333, 'High Risk'),
(65000, 62, 19, '34:45.9', 37.42822120135796, 95.37751126982091, 129, 73, 54, 'Female', 53.25840332917718, 1.9865768895325546, 0.13434069308628108, 56, 13.495139694981605, 91.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(65001, 75, 15, '33:45.9', 36.168534079102734, 98.14493783938363, 134, 72, 71, 'Female', 92.63963818398403, 1.8484160366504279, 0.11202339337476724, 62, 27.11423742932031, 92.66666666666666, 'Low Risk'),
(65002, 65, 12, '32:45.9', 37.06096940514395, 99.97176579859475, 115, 86, 48, 'Male', 62.578610931823185, 1.8873912595279632, 0.058126315, 29, 17.56717953589171, 95.66666666666667, 'High Risk'),
(65003, 87, 16, '31:45.9', 36.21998249736361, 98.79200683562345, 123, 82, 66, 'Male', 60.16447146959222, 1.6135762322980418, 0.11544687533972355, 41, 23.107934590022666, 95.66666666666667, 'Low Risk'),
(65004, 99, 19, '30:45.9', 37.46950798278371, 97.59710752940423, 112, 75, 29, 'Female', 79.98907856201936, 1.9090393315036456, 0.1302956921328593, 37, 21.94830272482988, 87.33333333333333, 'High Risk'),
(65005, 83, 16, '29:45.9', 37.441180488269254, 95.38246849377717, 139, 71, 44, 'Male', 77.70399490667158, 1.9665368044914255, 0.070302457, 68, 20.092741162678326, 93.66666666666666, 'Low Risk'),
(65006, 62, 18, '28:45.9', 37.27875029290899, 97.69515936893102, 112, 87, 35, 'Male', 82.69237475221544, 1.8293404987860795, 0.076497489, 25, 24.710205998516503, 95.33333333333333, 'Low Risk'),
(65007, 83, 14, '27:45.9', 36.61109416506651, 96.00451323333236, 128, 83, 78, 'Male', 91.29553414495587, 1.5733997713202958, 0.1489774173310781, 45, 36.87834038192953, 98, 'High Risk'),
(65008, 91, 14, '26:45.9', 36.16830632701976, 97.66392942753704, 123, 80, 26, 'Female', 99.05430927, 1.6091810736493963, 0.081228841, 43, 38.25282748888052, 94.33333333333333, 'High Risk'),
(65009, 65, 14, '25:45.9', 36.71911650813812, 95.34756287500136, 121, 77, 87, 'Female', 87.46663387552718, 1.8223128020725847, 0.1431241148199779, 44, 26.338834948616842, 91.66666666666667, 'Low Risk'),
(65010, 68, 14, '24:45.9', 36.53105397376077, 95.24866581194053, 134, 80, 83, 'Female', 61.67752723931213, 1.8034579486767777, 0.050794811, 54, 18.96334355535186, 98, 'Low Risk'),
(65011, 89, 14, '23:45.9', 37.49654152, 95.29211693113211, 133, 84, 79, 'Female', 65.53710155160961, 1.6346982773555867, 0.093229894, 49, 24.52516965904376, 100.33333333333333, 'Low Risk'),
(65012, 61, 16, '22:45.9', 36.81614312011083, 96.61058756302492, 111, 83, 38, 'Male', 58.70613012888783, 1.7664778202654625, 0.14936708874704963, 28, 18.813390725152903, 92.33333333333333, 'Low Risk'),
(65013, 79, 15, '21:45.9', 36.09670452194634, 99.89933877648208, 137, 71, 25, 'Female', 81.32631499398545, 1.890405154024522, 0.1444363737546684, 66, 22.757330089340847, 93, 'Low Risk'),
(65014, 96, 19, '20:45.9', 36.12190624376141, 99.99560539213945, 124, 71, 22, 'Male', 57.88522167064095, 1.535672245458224, 0.064171504, 53, 24.545429184233647, 88.66666666666666, 'High Risk'),
(65015, 79, 12, '19:45.9', 36.73629073933467, 95.41802509109257, 129, 86, 53, 'Male', 91.44336401217238, 1.6209840438013723, 0.10153870490475894, 43, 34.80123969419736, 100.33333333333333, 'High Risk'),
(65016, 88, 14, '18:45.9', 36.542539947597064, 97.70078707166475, 112, 86, 38, 'Female', 72.24977382554499, 1.8348628057097751, 0.071750026, 26, 21.459979237061255, 94.66666666666667, 'Low Risk'),
(65017, 66, 19, '17:45.9', 37.01781585628072, 99.06586621, 124, 72, 58, 'Female', 92.19197688157665, 1.6397280689083096, 0.12843191295637385, 52, 34.28857729524715, 89.33333333333333, 'High Risk'),
(65018, 92, 18, '16:45.9', 36.23893973871685, 97.11302843544352, 127, 81, 59, 'Female', 85.05896607166575, 1.8533666832971414, 0.062939586, 46, 24.762665770878712, 96.33333333333333, 'High Risk'),
(65019, 74, 18, '15:45.9', 37.14096807669898, 99.83889929705768, 123, 86, 75, 'Female', 79.59625175716053, 1.8888115825615646, 0.13606149613526944, 37, 22.310810242804443, 98.33333333333333, 'Low Risk'),
(65020, 74, 18, '14:45.9', 36.496615632722595, 97.95418115004628, 138, 79, 51, 'Female', 53.628832652107185, 1.5092581049906164, 0.12747435570732946, 59, 23.54351540706388, 98.66666666666666, 'Low Risk'),
(65021, 90, 13, '13:45.9', 36.84000552, 96.68206240705888, 110, 76, 43, 'Female', 80.73337008091848, 1.805399663444911, 0.073485234, 34, 24.76887990585521, 87.33333333333333, 'Low Risk'),
(65022, 71, 17, '12:45.9', 36.975943767580134, 95.93381609795377, 114, 85, 43, 'Female', 98.0005195, 1.608425617, 0.11110850342055686, 29, 37.88143438, 94.66666666666667, 'High Risk'),
(65023, 90, 13, '11:45.9', 36.947626891716276, 96.59141740660404, 136, 80, 20, 'Male', 84.20875608673433, 1.507875297859639, 0.13654122417321468, 56, 37.03619813964151, 98.66666666666666, 'High Risk'),
(65024, 77, 19, '10:45.9', 36.135717726069146, 97.91718452, 122, 72, 23, 'Female', 61.69823403866923, 1.9357986707431765, 0.12727180247693842, 50, 16.464644537818582, 88.66666666666666, 'High Risk'),
(65025, 91, 19, '09:45.9', 36.038294936235395, 99.16411251291404, 129, 80, 68, 'Female', 80.80682063572124, 1.776609024550979, 0.088495834, 49, 25.601434005109805, 96.33333333333333, 'High Risk'),
(65026, 72, 15, '08:45.9', 36.80659440682705, 96.72172716649175, 132, 77, 83, 'Female', 91.75703972820713, 1.9178856719471415, 0.060836910721267415, 55, 24.945600595445786, 95.33333333333333, 'Low Risk'),
(65027, 96, 17, '07:45.9', 36.215620050082805, 97.4424098, 122, 76, 82, 'Male', 93.78516035638191, 1.665390871766556, 0.071885564, 46, 33.81440621097201, 91.33333333333333, 'High Risk'),
(65028, 97, 17, '06:45.9', 36.31689324907801, 99.98297039445357, 116, 81, 64, 'Male', 93.31810335931091, 1.632229715115363, 0.050444102, 35, 35.027032341679735, 92.66666666666667, 'High Risk'),
(65029, 84, 15, '05:45.9', 37.35029182680081, 95.01217642260121, 131, 79, 77, 'Male', 78.04462323206889, 1.6909998112797493, 0.12519131649747428, 52, 27.293288765360213, 96.33333333333333, 'Low Risk'),
(65030, 90, 16, '04:45.9', 36.26442233520615, 98.52507727676263, 136, 72, 57, 'Female', 71.58156009208489, 1.8379741182116265, 0.088559802, 64, 21.18958135808782, 93.33333333333333, 'Low Risk'),
(65031, 61, 15, '03:45.9', 37.48163363212683, 97.13002164, 111, 86, 70, 'Male', 74.49204458866328, 1.7272133563715462, 0.065863478, 25, 24.96996416923895, 94.33333333333333, 'Low Risk'),
(65032, 63, 13, '02:45.9', 37.22748481, 95.85984027105525, 117, 80, 30, 'Female', 75.49689332408069, 1.9911560191463822, 0.13695261180350127, 37, 19.04226036474911, 92.33333333333333, 'Low Risk'),
(65033, 99, 17, '01:45.9', 36.94013217, 99.58898068564164, 110, 86, 40, 'Male', 87.70696685, 1.5027896120267856, 0.12678152999531372, 24, 38.836288928374124, 94, 'High Risk'),
(65034, 82, 18, '00:45.9', 36.253462127673124, 99.58227313294235, 139, 85, 88, 'Female', 51.56148560368546, 1.9860811191132521, 0.10486203212440937, 54, 13.071681466895248, 103, 'High Risk'),
(65035, 72, 18, '59:45.9', 37.29074573438904, 97.15465369063453, 135, 83, 60, 'Male', 63.535356048489604, 1.5633332284682502, 0.065628335, 52, 25.99634849582963, 100.33333333333333, 'Low Risk'),
(65036, 63, 17, '58:45.9', 37.481404605555284, 96.30384620182025, 114, 86, 64, 'Male', 73.90921115150705, 1.5105785005327717, 0.061510385, 28, 32.39007610603662, 95.33333333333333, 'High Risk'),
(65037, 94, 15, '57:45.9', 36.828215125379494, 96.08833930381131, 125, 85, 27, 'Male', 95.63941073136166, 1.510042381927382, 0.1345219769681319, 40, 41.94291576630842, 98.33333333333333, 'High Risk'),
(65038, 79, 18, '56:45.9', 36.63193453394064, 96.98114428640916, 130, 81, 44, 'Male', 55.955575100346124, 1.6933573495759586, 0.13972860591815794, 49, 19.513992314513676, 97.33333333333333, 'Low Risk'),
(65039, 90, 19, '55:45.9', 36.798843227258935, 96.62045511216346, 117, 83, 23, 'Female', 79.89231900348851, 1.814991590717037, 0.1250337351261776, 34, 24.252459781895908, 94.33333333333333, 'Low Risk'),
(65040, 82, 16, '54:45.9', 37.260850969133024, 95.01584485577808, 137, 78, 85, 'Male', 51.306308805827996, 1.8674197921045301, 0.069017896, 59, 14.712512876068509, 97.66666666666666, 'High Risk'),
(65041, 82, 12, '53:45.9', 36.36578193644733, 97.44292912272437, 131, 87, 81, 'Male', 61.64462930161642, 1.5432317784305365, 0.11538583022039783, 44, 25.884091701096096, 101.66666666666667, 'Low Risk'),
(65042, 89, 17, '52:45.9', 36.507277777072815, 98.42361340161936, 137, 84, 78, 'Male', 78.57048522176308, 1.7799296322728198, 0.082404137, 53, 24.800119225705973, 101.66666666666666, 'Low Risk'),
(65043, 76, 18, '51:45.9', 36.685220381404264, 99.09082095723147, 133, 78, 53, 'Female', 80.66207384683804, 1.8545960862624185, 0.072155506, 55, 23.4515043, 96.33333333333333, 'Low Risk'),
(65044, 61, 18, '50:45.9', 36.098839601408585, 95.64574474307383, 126, 88, 57, 'Female', 93.37123806972906, 1.851291570019486, 0.13957449684851192, 38, 27.24353571007531, 100.66666666666667, 'Low Risk'),
(65045, 97, 15, '49:45.9', 36.32902225045801, 96.06661012414206, 127, 82, 69, 'Female', 95.69395123, 1.5652036352134984, 0.13845774975630226, 45, 39.06094908164652, 97, 'High Risk'),
(65046, 74, 14, '48:45.9', 36.38779814305485, 98.58041815875691, 133, 74, 65, 'Female', 86.93001037875226, 1.6707708217573423, 0.077487215, 59, 31.141244702257982, 93.66666666666666, 'High Risk'),
(65047, 66, 14, '47:45.9', 36.83084451589802, 99.51813741149728, 120, 86, 87, 'Female', 60.04122618581452, 1.7720168134056815, 0.11977153196266806, 34, 19.121144188741273, 97.33333333333333, 'Low Risk'),
(65048, 91, 18, '46:45.9', 36.98600965761322, 97.86350554954508, 128, 74, 66, 'Male', 93.65746330585603, 1.6020356447333626, 0.07926669, 54, 36.49203151980336, 92, 'High Risk'),
(65049, 80, 12, '45:45.9', 36.422132211851235, 95.43094872388994, 128, 80, 67, 'Male', 92.09133846110473, 1.6352450836809482, 0.12054449449159423, 48, 34.43920208807592, 96, 'High Risk'),
(65050, 91, 18, '44:45.9', 37.49017995843039, 98.90272783, 122, 85, 83, 'Male', 76.91734266080796, 1.895878082845437, 0.1312912571168791, 37, 21.39949180669603, 97.33333333333333, 'High Risk'),
(65051, 72, 18, '43:45.9', 36.63817937529238, 95.48980621546568, 121, 85, 59, 'Male', 83.71130235893114, 1.8022341813900675, 0.066018897, 36, 25.772802991279246, 97, 'Low Risk'),
(65052, 92, 18, '42:45.9', 36.58611781250337, 97.12109076130409, 129, 89, 39, 'Male', 98.27932693326972, 1.6076433815408513, 0.10106547329263335, 40, 38.02618350851158, 102.33333333333333, 'High Risk'),
(65053, 65, 12, '41:45.9', 37.303134985630486, 97.21596663306737, 121, 73, 84, 'Male', 56.43905622553645, 1.5696117533101792, 0.11600770491369619, 48, 22.908426431708875, 89, 'Low Risk'),
(65054, 67, 19, '40:45.9', 36.990467011837595, 95.67431443801208, 136, 81, 54, 'Male', 94.48809281196195, 1.9129711206879207, 0.12710314987667715, 55, 25.82023886601512, 99.33333333333333, 'Low Risk'),
(65055, 84, 12, '39:45.9', 36.970043408199295, 97.72879639022672, 114, 81, 46, 'Female', 65.85801096983545, 1.500844704432732, 0.12083992674364537, 33, 29.237288669449637, 92, 'Low Risk'),
(65056, 75, 17, '38:45.9', 37.47668147142046, 97.36479051387967, 117, 84, 66, 'Female', 81.71014934981254, 1.5018559562582028, 0.050766858, 33, 36.22592150656475, 95, 'High Risk'),
(65057, 74, 15, '37:45.9', 37.319575978311576, 99.95028009163232, 126, 76, 54, 'Female', 67.30278389, 1.7390507637148493, 0.1408733429951584, 50, 22.254021829367613, 92.66666666666666, 'Low Risk'),
(65058, 76, 14, '36:45.9', 36.18865322236102, 96.23822912444065, 120, 81, 25, 'Female', 67.70120688684716, 1.9749506038143838, 0.059072754, 39, 17.357370556434375, 94, 'High Risk'),
(65059, 93, 16, '35:45.9', 37.01272226718817, 95.04319845931728, 137, 72, 36, 'Male', 89.03786348110117, 1.9112895957260747, 0.14701358209070048, 65, 24.373715575663518, 93.66666666666666, 'High Risk'),
(65060, 64, 12, '34:45.9', 37.008848067626296, 97.49772628698473, 112, 72, 51, 'Male', 90.77142764714148, 1.614410493947406, 0.14826371291022727, 40, 34.82741350171818, 85.33333333333333, 'High Risk'),
(65061, 69, 14, '33:45.9', 36.56285986717844, 96.28115390292123, 133, 78, 84, 'Male', 58.488461492962344, 1.9022593544091353, 0.05484693, 55, 16.16332631316965, 96.33333333333333, 'High Risk'),
(65062, 88, 13, '32:45.9', 36.135762023750424, 99.78983030185867, 121, 80, 53, 'Female', 75.92964335317693, 1.5887674965390597, 0.1331873644620008, 41, 30.080889016173145, 93.66666666666667, 'High Risk'),
(65063, 82, 16, '31:45.9', 36.58252815467389, 95.62578904106653, 119, 70, 54, 'Female', 71.30658130264338, 1.9261797140497796, 0.11319391365912841, 49, 19.219230965650716, 86.33333333333333, 'Low Risk'),
(65064, 72, 17, '30:45.9', 37.06279134561752, 97.78661141587524, 125, 83, 50, 'Female', 93.11701512051582, 1.691966399798541, 0.08760953, 42, 32.52711743110588, 97, 'High Risk'),
(65065, 80, 12, '29:45.9', 36.26881353766893, 96.99601105454973, 127, 75, 62, 'Female', 52.67068750528042, 1.7191951885366241, 0.069286119, 52, 17.820447805881933, 92.33333333333333, 'High Risk'),
(65066, 60, 19, '28:45.9', 36.00354822017468, 98.43110440729285, 115, 76, 45, 'Male', 87.46240911, 1.6568701651640263, 0.13665906508159914, 39, 31.859905259190576, 89, 'High Risk'),
(65067, 72, 16, '27:45.9', 36.217109428944326, 95.04153105480285, 114, 79, 69, 'Female', 79.50653447793323, 1.5641534167974762, 0.071284318, 35, 32.49706420773282, 90.66666666666667, 'High Risk'),
(65068, 60, 19, '26:45.9', 36.613980096294135, 98.29609891993503, 138, 87, 83, 'Female', 98.73341435499324, 1.5661493269167637, 0.12007666424644571, 51, 40.25295979622485, 104, 'High Risk'),
(65069, 83, 12, '25:45.9', 37.44122363221741, 98.63691327408115, 112, 83, 45, 'Male', 65.62819311816631, 1.8915719772498731, 0.081648003, 29, 18.34191618, 92.66666666666667, 'High Risk'),
(65070, 62, 12, '24:45.9', 36.05566608274895, 98.80558258, 128, 74, 35, 'Female', 51.29105588544805, 1.7291343371762622, 0.09962436, 54, 17.154741153106137, 92, 'High Risk'),
(65071, 94, 15, '23:45.9', 36.754262357390914, 97.47864553485893, 127, 84, 68, 'Male', 64.20628065522607, 1.9646966590225474, 0.12895916896127632, 43, 16.633609424512617, 98.33333333333333, 'High Risk'),
(65072, 88, 15, '22:45.9', 36.45707347, 96.54198456471455, 122, 86, 69, 'Female', 59.75251120076591, 1.7599819145533417, 0.11609688922537845, 36, 19.290334204554668, 98, 'Low Risk'),
(65073, 86, 16, '21:45.9', 36.12339574893504, 95.60394772606337, 128, 77, 34, 'Female', 50.74225568445443, 1.5994181704132708, 0.07502735, 51, 19.835617189935824, 94, 'Low Risk'),
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(65250, 93, 17, '24:45.9', 36.60444697, 96.05281138882341, 123, 89, 36, 'Male', 63.66210920074266, 1.9005585255590558, 0.10813633626335688, 34, 17.62456990754936, 100.33333333333333, 'High Risk'),
(65251, 66, 19, '23:45.9', 36.081808212546484, 99.82582442391362, 139, 81, 19, 'Male', 74.44763067906308, 1.9189637975337035, 0.055208012, 58, 20.217028233580205, 100.33333333333333, 'Low Risk'),
(65252, 76, 15, '22:45.9', 36.69017992106746, 98.72290988235552, 114, 86, 48, 'Female', 96.35774792586646, 1.8337817266403065, 0.091949724, 28, 28.65440267, 95.33333333333333, 'Low Risk'),
(65253, 61, 16, '21:45.9', 37.19681197357905, 98.97531116774378, 119, 85, 67, 'Male', 68.42918004268424, 1.9307710997192362, 0.13161771105225384, 34, 18.356072187311153, 96.33333333333333, 'High Risk'),
(65254, 71, 16, '20:45.9', 36.717813330730856, 95.88475593, 137, 81, 44, 'Male', 84.35729841535698, 1.625749158141499, 0.10598016651220524, 56, 31.916524042652764, 99.66666666666666, 'High Risk'),
(65255, 77, 12, '19:45.9', 36.09655169, 96.02881198882002, 138, 84, 49, 'Female', 68.91409818983406, 1.9751010255329007, 0.13857902136848713, 54, 17.66564294686477, 102, 'High Risk'),
(65256, 66, 17, '18:45.9', 37.35324466192464, 98.44297702, 116, 80, 42, 'Female', 74.16241031764648, 1.988302509909484, 0.11949089303302285, 36, 18.759398742193163, 92, 'Low Risk'),
(65257, 94, 16, '17:45.9', 36.522261887162536, 99.11246808285927, 127, 85, 44, 'Female', 86.61847331401421, 1.9209541564578592, 0.067964392, 42, 23.473428337195436, 99, 'High Risk'),
(65258, 79, 17, '16:45.9', 37.07728251380455, 95.84014957942533, 119, 78, 76, 'Male', 75.86353578161481, 1.6524759220556922, 0.11008605496000878, 41, 27.781954755923763, 91.66666666666667, 'Low Risk'),
(65259, 67, 12, '15:45.9', 36.937053021667964, 99.6648314, 131, 74, 49, 'Female', 95.18827446695963, 1.5526804807594754, 0.10164942960575106, 57, 39.48382945952193, 93, 'High Risk'),
(65260, 81, 14, '14:45.9', 37.024083706975354, 98.51757332775598, 111, 85, 84, 'Male', 56.656123788619354, 1.5404543667265946, 0.074779623, 26, 23.875319006538632, 93.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(65262, 61, 14, '12:45.9', 36.53445963, 96.79942010403444, 117, 81, 87, 'Male', 76.00136498845795, 1.6521838486890426, 0.10609337369737049, 36, 27.842270447765323, 93, 'Low Risk'),
(65263, 73, 15, '11:45.9', 37.264145234331785, 98.29156141233719, 137, 81, 73, 'Male', 53.69362715760228, 1.568357697800565, 0.060384107, 56, 21.828932757104948, 99.66666666666666, 'Low Risk'),
(65264, 74, 12, '10:45.9', 36.48182850197681, 96.01803069997666, 116, 76, 44, 'Female', 60.53798808976375, 1.521004813804197, 0.093730771, 40, 26.16777557712458, 89.33333333333333, 'Low Risk'),
(65265, 75, 19, '09:45.9', 36.47346780875122, 95.73029123225191, 130, 78, 89, 'Male', 73.59663938, 1.608565730249219, 0.12585435514747378, 52, 28.443324739960172, 95.33333333333333, 'Low Risk'),
(65266, 76, 12, '08:45.9', 37.149436347296884, 96.89422166902501, 112, 71, 50, 'Male', 63.736051319484915, 1.7111812153175119, 0.070744853, 41, 21.766727769748982, 84.66666666666667, 'Low Risk'),
(65267, 76, 17, '07:45.9', 37.0537491, 96.09306501749336, 119, 72, 89, 'Female', 66.36912172220397, 1.8239808079424455, 0.11664105291889544, 47, 19.949202642555512, 87.66666666666667, 'Low Risk'),
(65268, 65, 12, '06:45.9', 36.50929401743545, 98.46844612953265, 136, 71, 81, 'Female', 72.67713965, 1.9202463436060544, 0.12491132115424873, 65, 19.70987785200896, 92.66666666666666, 'Low Risk'),
(65269, 77, 19, '05:45.9', 36.99220514299793, 96.93833443, 132, 72, 76, 'Male', 90.42568381, 1.9200111952878254, 0.083787495, 60, 24.529250567833195, 92, 'Low Risk'),
(65270, 67, 16, '04:45.9', 36.69859906115477, 97.91972518, 138, 89, 79, 'Male', 83.88944371, 1.876862853613226, 0.050236038215303994, 49, 23.814542165073266, 105.33333333333333, 'Low Risk'),
(65271, 93, 17, '03:45.9', 37.04606498990615, 95.13888540049685, 117, 76, 62, 'Female', 93.94852047685667, 1.8325390794923209, 0.069306839, 41, 27.97586060508276, 89.66666666666667, 'High Risk'),
(65272, 88, 14, '02:45.9', 37.23320371721094, 95.54924174285398, 115, 86, 25, 'Male', 50.62147476691229, 1.9501007536720363, 0.094916987, 29, 13.311306797089152, 95.66666666666667, 'High Risk'),
(65273, 85, 14, '01:45.9', 37.25311014184534, 97.12669785618706, 127, 75, 29, 'Male', 81.13449760150147, 1.913173197577972, 0.1118324456372849, 52, 22.16649234465157, 92.33333333333333, 'Low Risk'),
(65274, 61, 17, '00:45.9', 37.13584122532818, 98.49990788017968, 115, 86, 53, 'Male', 66.89409045492177, 1.9760187018248914, 0.12935324717641117, 29, 17.131904779544605, 95.66666666666667, 'High Risk'),
(65275, 75, 14, '59:45.9', 36.50079841, 95.40126285420584, 112, 73, 45, 'Male', 88.55480179613807, 1.8539432331366499, 0.10221261166752094, 39, 25.76435361, 86, 'Low Risk'),
(65276, 61, 14, '58:45.9', 37.07489000578805, 99.28992805879894, 113, 70, 39, 'Male', 90.72384098872374, 1.6429842855421326, 0.069969634, 43, 33.60892406867106, 84.33333333333333, 'High Risk'),
(65277, 93, 19, '57:45.9', 36.91702915, 96.54203846, 121, 72, 64, 'Female', 94.53154927151448, 1.8928560595383883, 0.11914788234186986, 49, 26.384058191969817, 88.33333333333333, 'High Risk'),
(65278, 93, 19, '56:45.9', 36.87292099155598, 97.67457336535514, 122, 76, 63, 'Male', 59.391178612538255, 1.9348881850799595, 0.070211877, 46, 15.86390858029612, 91.33333333333333, 'High Risk'),
(65279, 86, 14, '55:45.9', 36.98658709984458, 98.55532014530206, 125, 86, 57, 'Female', 61.152396663101165, 1.5817492674548037, 0.12984830472659958, 39, 24.44208209, 99, 'Low Risk'),
(65280, 60, 16, '54:45.9', 37.41258276027108, 98.56490176, 136, 79, 70, 'Male', 71.12604919416749, 1.8547942409188911, 0.1219242057334447, 57, 20.674604402142393, 98, 'Low Risk'),
(65281, 68, 13, '53:45.9', 37.217891727997326, 99.35035625188611, 130, 80, 57, 'Male', 50.07121307445012, 1.6493671204717424, 0.052544908182106144, 50, 18.405746978810573, 96.66666666666666, 'High Risk'),
(65282, 83, 13, '52:45.9', 36.92625334607572, 99.18054932947152, 113, 72, 72, 'Female', 67.04700081089541, 1.9483830215378033, 0.061650406, 41, 17.66162594625645, 85.66666666666667, 'High Risk'),
(65283, 96, 16, '51:45.9', 37.418350415600855, 97.84490947736252, 117, 85, 62, 'Male', 83.31106957098582, 1.5312103537685195, 0.095871826, 32, 35.53309164242345, 95.66666666666667, 'High Risk'),
(65284, 74, 15, '50:45.9', 36.29417545458069, 95.42077784008221, 127, 74, 67, 'Male', 88.67310663750123, 1.5958286688779622, 0.11474620536075561, 53, 34.81924888881622, 91.66666666666666, 'High Risk'),
(65285, 71, 14, '49:45.9', 36.24531139291452, 99.79615777898053, 139, 74, 52, 'Female', 89.08271659363487, 1.9928430828353931, 0.10078736627113832, 65, 22.43092820727191, 95.66666666666666, 'Low Risk'),
(65286, 62, 13, '48:45.9', 37.489051807550354, 99.23172239818965, 135, 73, 25, 'Female', 79.13716086865122, 1.7053109882194788, 0.11687447875813478, 62, 27.212803426121503, 93.66666666666666, 'Low Risk'),
(65287, 71, 15, '47:45.9', 36.55288157365815, 95.71914024690594, 118, 79, 66, 'Male', 68.63697763, 1.8349013417420332, 0.1009253859946643, 39, 20.386032629626293, 92, 'Low Risk'),
(65288, 70, 12, '46:45.9', 36.302483387968365, 95.70160808834399, 131, 75, 74, 'Female', 75.76026533687265, 1.5523283792045006, 0.075857838, 56, 31.439403142637925, 93.66666666666666, 'High Risk'),
(65289, 66, 18, '45:45.9', 36.15335806893242, 96.26134179756664, 133, 85, 24, 'Male', 63.30178316533324, 1.7595098144920884, 0.12186006274711315, 48, 20.447139343340023, 101, 'Low Risk'),
(65290, 89, 12, '44:45.9', 36.897406663030196, 99.18798395545438, 136, 89, 67, 'Female', 65.26143378462297, 1.863385643840378, 0.10798168055956431, 47, 18.795380429814788, 104.66666666666667, 'Low Risk'),
(65291, 66, 12, '43:45.9', 36.97770445956056, 95.10816740328028, 130, 74, 45, 'Female', 90.9275092, 1.887702077112898, 0.12790897394075035, 56, 25.516927935961075, 92.66666666666666, 'Low Risk'),
(65292, 62, 15, '42:45.9', 36.55923835938126, 96.32697503102686, 119, 86, 65, 'Female', 98.59035601, 1.5385364382958815, 0.11536826117699096, 33, 41.650369828534515, 97, 'High Risk'),
(65293, 82, 18, '41:45.9', 36.36878492759648, 96.67691960855872, 128, 83, 84, 'Female', 96.72591216175107, 1.669274660050664, 0.12375561049614116, 45, 34.712607081872264, 98, 'High Risk'),
(65294, 74, 19, '40:45.9', 37.39704072718817, 98.74337005213775, 138, 73, 80, 'Male', 68.3768079, 1.526163172693097, 0.1265628314214438, 65, 29.356676242191718, 94.66666666666666, 'Low Risk'),
(65295, 64, 12, '39:45.9', 37.05485673769632, 98.98309151764113, 113, 73, 56, 'Female', 91.77743249465895, 1.9217565289445568, 0.11735582329918501, 40, 24.850731301453354, 86.33333333333333, 'Low Risk'),
(65296, 63, 18, '38:45.9', 36.40211802, 96.99672783744806, 124, 80, 54, 'Male', 54.39132520719996, 1.9463855407042003, 0.070700798, 44, 14.357271097963073, 94.66666666666667, 'High Risk'),
(65297, 89, 15, '37:45.9', 36.33355861982356, 98.90212082, 122, 72, 29, 'Female', 98.46029477223516, 1.8446226092341715, 0.055505292, 50, 28.93650511251885, 88.66666666666666, 'Low Risk'),
(65298, 95, 18, '36:45.9', 36.437643829941095, 96.22099201195739, 120, 86, 45, 'Female', 80.17819206500229, 1.800662521270001, 0.11334268033727442, 34, 24.72814897597982, 97.33333333333333, 'High Risk'),
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(65301, 80, 14, '33:45.9', 36.020949822961484, 99.00433194, 118, 82, 54, 'Male', 51.01528363737766, 1.8449766034198196, 0.054296786, 36, 14.987133619491209, 94, 'High Risk'),
(65302, 96, 17, '32:45.9', 36.953484282857765, 99.60570283467464, 110, 87, 64, 'Female', 70.22484108058158, 1.5083915638050667, 0.086855355, 23, 30.86473663, 94.66666666666667, 'High Risk'),
(65303, 76, 19, '31:45.9', 36.903963984126534, 96.31454255, 138, 81, 30, 'Male', 99.58151001852784, 1.5246926122794962, 0.1106611610632858, 57, 42.83651345191479, 100, 'High Risk'),
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(65305, 80, 12, '29:45.9', 36.61720769, 96.71836582141654, 133, 76, 25, 'Male', 56.89546703097142, 1.9561303959866139, 0.12755988469342858, 57, 14.869010344311242, 95, 'High Risk'),
(65306, 82, 15, '28:45.9', 36.639784732093204, 96.25096461671626, 133, 83, 47, 'Female', 74.47507800872985, 1.676641354763707, 0.071794448, 50, 26.492968244401702, 99.66666666666666, 'Low Risk'),
(65307, 86, 12, '27:45.9', 36.95199886, 97.06906932388898, 133, 88, 88, 'Male', 98.64786071175968, 1.5433139680201993, 0.087376114, 45, 41.41704385087466, 103, 'High Risk'),
(65308, 77, 19, '26:45.9', 36.20095200242759, 96.82002223072983, 139, 88, 52, 'Male', 63.270979871567064, 1.8692109687757865, 0.063031887, 51, 18.10872688098804, 105, 'High Risk'),
(65309, 85, 18, '25:45.9', 36.12952160049323, 99.06065582910287, 119, 77, 48, 'Male', 55.948136650843246, 1.9621294033585113, 0.098732582, 42, 14.532165497731379, 91, 'High Risk'),
(65310, 99, 16, '24:45.9', 37.02120892281957, 95.61486064750609, 128, 85, 49, 'Female', 95.46800212618413, 1.5314450897974963, 0.10747305748570561, 43, 40.70567629849278, 99.33333333333333, 'High Risk'),
(65311, 83, 14, '23:45.9', 36.11387095682422, 98.96418118898679, 117, 78, 23, 'Male', 73.48644018332608, 1.6729554483549578, 0.14749582237896947, 39, 26.256598219236402, 91, 'Low Risk'),
(65312, 80, 13, '22:45.9', 36.266787216693714, 95.14662985858018, 114, 89, 87, 'Female', 69.55604700974752, 1.7627838547257422, 0.058255638, 25, 22.383951904095017, 97.33333333333333, 'Low Risk'),
(65313, 95, 18, '21:45.9', 37.34750846654076, 95.37783115108472, 127, 83, 36, 'Male', 99.94347964336652, 1.6288675077860655, 0.087175089, 44, 37.66890062594724, 97.66666666666667, 'High Risk'),
(65314, 71, 13, '20:45.9', 36.52725463016632, 98.56872553330986, 112, 86, 57, 'Female', 81.4593839, 1.9991807186637913, 0.090024297, 26, 20.38154077, 94.66666666666667, 'Low Risk'),
(65315, 75, 18, '19:45.9', 37.10866017, 98.25665004, 131, 88, 40, 'Male', 80.98066432083982, 1.8900382290667024, 0.07153556, 43, 22.66940691058284, 102.33333333333333, 'Low Risk'),
(65316, 87, 16, '18:45.9', 37.34988029059035, 97.60137079441856, 125, 72, 53, 'Male', 71.63825844422574, 1.6474876816069122, 0.11629961974550458, 53, 26.393723782657798, 89.66666666666666, 'Low Risk'),
(65317, 94, 12, '17:45.9', 36.660718641272794, 99.40764945774596, 126, 84, 30, 'Female', 80.35452906514855, 1.926936317092848, 0.12696587251344332, 42, 21.64091584459168, 98, 'High Risk'),
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(65319, 89, 18, '15:45.9', 37.15026948473484, 96.4365297, 111, 74, 44, 'Female', 93.71177055743436, 1.9349195877626437, 0.12056866081152154, 37, 25.030429461118306, 86.33333333333333, 'Low Risk'),
(65320, 60, 12, '14:45.9', 36.478968990691136, 99.10184529727668, 115, 80, 89, 'Female', 67.03960128473484, 1.825127118726412, 0.1379591886311336, 35, 20.125430840960643, 91.66666666666667, 'Low Risk'),
(65321, 67, 17, '13:45.9', 36.814942727596915, 99.86379247092722, 110, 89, 33, 'Male', 88.29153182383175, 1.6416380172541496, 0.14567992020390397, 21, 32.76153559289745, 96, 'High Risk'),
(65322, 70, 13, '12:45.9', 36.575071005461396, 96.49878636181961, 112, 74, 77, 'Male', 54.548453244027385, 1.7593598886557373, 0.098731165, 38, 17.62272514377509, 86.66666666666667, 'High Risk'),
(65323, 98, 13, '11:45.9', 36.45573643075276, 97.63717379722557, 129, 74, 82, 'Male', 70.41496941944268, 1.918335469894682, 0.060288369042366764, 55, 19.134445493975786, 92.33333333333333, 'High Risk'),
(65324, 75, 16, '10:45.9', 36.069996242333595, 99.16626147864659, 117, 70, 54, 'Female', 58.56180229608309, 1.8528483924053054, 0.11748011631582328, 47, 17.05825742478765, 85.66666666666667, 'High Risk'),
(65325, 88, 16, '09:45.9', 37.464244250025295, 95.58395987561038, 136, 84, 88, 'Male', 73.70914363931439, 1.9022313942604154, 0.087021361, 52, 20.370171041370863, 101.33333333333333, 'Low Risk'),
(65326, 66, 17, '08:45.9', 37.34909723116644, 98.66573190722256, 115, 84, 44, 'Male', 91.37838002144619, 1.7544091284263579, 0.1393711134829559, 31, 29.68805170904431, 94.33333333333333, 'Low Risk'),
(65327, 72, 14, '07:45.9', 36.326608112312606, 98.45006563706674, 126, 82, 84, 'Female', 72.55916400332504, 1.9198816628989546, 0.14342352505788364, 44, 19.685359440048664, 96.66666666666667, 'Low Risk'),
(65328, 77, 19, '06:45.9', 37.16735024888198, 99.87120443205912, 121, 81, 68, 'Female', 91.23117514763035, 1.9677583012931221, 0.088350243, 40, 23.56132786, 94.33333333333333, 'Low Risk'),
(65329, 68, 18, '05:45.9', 36.99690426563177, 97.20201862257073, 135, 81, 64, 'Female', 86.97607106, 1.5588660611256966, 0.095168922, 54, 35.791688063006376, 99, 'High Risk'),
(65330, 92, 18, '04:45.9', 37.45595166820858, 98.54904279279152, 135, 83, 18, 'Male', 67.32264315955993, 1.9207064208402305, 0.084748788, 52, 18.249004660449827, 100.33333333333333, 'High Risk'),
(65331, 71, 12, '03:45.9', 37.346450948145865, 95.94746001, 138, 87, 69, 'Female', 80.35961311618749, 1.653671177064936, 0.084977719, 51, 29.385935667567953, 104, 'Low Risk'),
(65332, 60, 14, '02:45.9', 36.310692076742924, 96.14614930503566, 134, 88, 26, 'Male', 54.33951825046523, 1.9263723647126336, 0.072684422, 46, 14.643176771061164, 103.33333333333333, 'High Risk'),
(65333, 88, 18, '01:45.9', 37.10252875805865, 98.09564458026992, 131, 80, 56, 'Male', 69.03888197190457, 1.5813188491086687, 0.071921637, 51, 27.60926557868295, 97, 'Low Risk'),
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(65511, 99, 15, '03:45.9', 36.17251196338434, 98.21808204760922, 139, 72, 86, 'Female', 90.14068621301814, 1.6719082265567184, 0.11933189108502103, 67, 32.24749547429816, 94.33333333333333, 'High Risk'),
(65512, 69, 13, '02:45.9', 36.83553056703082, 99.21714142769065, 138, 85, 41, 'Female', 99.96136212611796, 1.7670580836964955, 0.079479189, 53, 32.013305212270055, 102.66666666666666, 'High Risk'),
(65513, 76, 18, '01:45.9', 37.060682067315355, 95.14636276119607, 127, 89, 88, 'Male', 67.58563950018318, 1.6834296568926455, 0.051553702733833806, 38, 23.848687330245852, 101.66666666666667, 'Low Risk'),
(65514, 79, 15, '00:45.9', 36.89280389584926, 98.35127460727784, 128, 87, 42, 'Male', 59.279874931779716, 1.925684537, 0.083807631, 41, 15.985896348577587, 100.66666666666667, 'High Risk'),
(65515, 90, 13, '59:45.9', 36.84958881060242, 98.57798079208713, 126, 73, 55, 'Male', 87.42622414723955, 1.6553203579552802, 0.1297943865403809, 53, 31.906385602678252, 90.66666666666666, 'High Risk'),
(65516, 62, 16, '58:45.9', 36.121028495093036, 96.80069632983839, 137, 76, 83, 'Male', 87.81576505385479, 1.6074280235520768, 0.1019103470945199, 61, 33.98673289454914, 96.33333333333333, 'High Risk'),
(65517, 82, 17, '57:45.9', 36.06732552237465, 96.96472204942555, 112, 73, 72, 'Male', 73.17567901460318, 1.8098069791688656, 0.059351418192232754, 39, 22.340981232836892, 86, 'Low Risk'),
(65518, 74, 13, '56:45.9', 36.941430248750265, 98.25836759476094, 111, 72, 86, 'Female', 89.91151287819508, 1.5516625341424755, 0.1472286697491762, 39, 37.34399338198366, 85, 'High Risk'),
(65519, 85, 19, '55:45.9', 37.39407037709128, 98.33597786, 121, 89, 23, 'Male', 85.07986006178936, 1.8948953611157149, 0.085332465, 32, 23.694977559065354, 99.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(65521, 95, 12, '53:45.9', 36.42646970250812, 99.47922189197364, 127, 77, 72, 'Male', 95.66320338823996, 1.6963237192637897, 0.1251920427966959, 50, 33.24508518505065, 93.66666666666666, 'High Risk'),
(65522, 79, 12, '52:45.9', 37.283768922560455, 97.86191873030401, 134, 82, 82, 'Female', 88.79431866131588, 1.728901490761234, 0.050007531, 52, 29.706034534090254, 99.33333333333333, 'Low Risk'),
(65523, 89, 17, '51:45.9', 37.10525248448894, 99.50968266543526, 136, 80, 73, 'Female', 77.65729189889782, 1.6849936079339707, 0.070970721, 56, 27.351788283715468, 98.66666666666666, 'Low Risk'),
(65524, 99, 14, '50:45.9', 36.45755770002535, 95.38060438972597, 126, 83, 30, 'Female', 65.07759024176768, 1.5954139028582919, 0.13963984080178346, 43, 25.56729123561829, 97.33333333333333, 'High Risk'),
(65525, 77, 18, '49:45.9', 36.42076303193279, 98.04125834402333, 127, 84, 61, 'Female', 59.06698804828064, 1.626124947112545, 0.066003541, 43, 22.337625250478638, 98.33333333333333, 'Low Risk'),
(65526, 96, 15, '48:45.9', 37.37642852, 95.74029892401957, 137, 77, 41, 'Male', 50.19257251075129, 1.990542820901724, 0.10136968926121354, 60, 12.667660215807256, 97, 'High Risk'),
(65527, 83, 19, '47:45.9', 36.14942173033602, 97.58080825121334, 130, 77, 50, 'Female', 69.11976775001686, 1.5150169921800056, 0.10044707252775152, 53, 30.113917932641012, 94.66666666666666, 'High Risk'),
(65528, 64, 13, '46:45.9', 36.68942444, 95.20307332159781, 129, 87, 18, 'Female', 93.31533922101428, 1.5638930346383964, 0.095291736, 42, 38.15390099513149, 101, 'High Risk'),
(65529, 78, 14, '45:45.9', 37.267885307020286, 98.34855416569633, 122, 71, 82, 'Male', 68.29832329164321, 1.737660645464516, 0.085508051, 51, 22.619349512632567, 88, 'Low Risk'),
(65530, 74, 12, '44:45.9', 37.32923266827167, 99.66140926293245, 110, 82, 61, 'Male', 90.85073432098099, 1.9508723618417623, 0.099166852, 28, 23.871006429917255, 91.33333333333333, 'Low Risk'),
(65531, 65, 13, '43:45.9', 36.609537142408605, 97.53938955, 126, 81, 40, 'Male', 53.998725972602244, 1.8897816411717014, 0.089077783, 45, 15.120294921254676, 96, 'High Risk'),
(65532, 81, 12, '42:45.9', 36.579519065693766, 98.58584267821402, 130, 70, 50, 'Male', 65.46581921840031, 1.8562122032527337, 0.095503915, 60, 19.000251947710115, 90, 'Low Risk'),
(65533, 96, 18, '41:45.9', 36.46008652218422, 95.80271812640541, 131, 85, 71, 'Female', 94.95399072, 1.5031646143498583, 0.090819864, 46, 42.02426581072964, 100.33333333333333, 'High Risk'),
(65534, 66, 13, '40:45.9', 37.14201420383499, 97.61915085200884, 111, 77, 23, 'Female', 99.61979417, 1.5622214803670413, 0.11564051625816497, 34, 40.81881851461796, 88.33333333333333, 'High Risk'),
(65535, 89, 15, '39:45.9', 36.74219869290022, 96.84192886981508, 122, 81, 53, 'Male', 61.53961775928991, 1.6359792046131987, 0.10905192624134334, 41, 22.99319044886925, 94.66666666666667, 'Low Risk'),
(65536, 75, 19, '38:45.9', 36.55795170165905, 99.60791122993147, 117, 83, 65, 'Female', 56.07548592994846, 1.6589653123983095, 0.075504093, 34, 20.375038355147463, 94.33333333333333, 'Low Risk'),
(65537, 72, 13, '37:45.9', 36.461684483575496, 97.61178797, 110, 74, 21, 'Female', 87.32556887124836, 1.904853811, 0.14992873692725978, 36, 24.066787394150637, 86, 'Low Risk'),
(65538, 79, 16, '36:45.9', 36.554904190255975, 96.26340748, 131, 85, 32, 'Female', 83.37471695, 1.616928180434408, 0.08053822, 46, 31.889881998300492, 100.33333333333333, 'High Risk'),
(65539, 64, 17, '35:45.9', 37.07608845191295, 99.37960976303461, 135, 89, 26, 'Female', 73.23441755467518, 1.7517059349272004, 0.099543913, 46, 23.866725001852604, 104.33333333333333, 'Low Risk'),
(65540, 91, 13, '34:45.9', 37.44617073522478, 98.50140093, 134, 74, 41, 'Female', 78.74923164961903, 1.7363552527170962, 0.074530241, 60, 26.11975835169721, 94, 'High Risk'),
(65541, 70, 12, '33:45.9', 37.041408, 97.65340816241925, 139, 72, 74, 'Male', 71.51634585483473, 1.951235891267455, 0.0895144, 67, 18.783899860184476, 94.33333333333333, 'Low Risk'),
(65542, 86, 19, '32:45.9', 37.33903230551514, 99.23484847315348, 133, 80, 70, 'Male', 79.66524835283573, 1.8700713992000888, 0.078163989, 53, 22.779938014049474, 97.66666666666666, 'Low Risk'),
(65543, 92, 18, '31:45.9', 36.94739101869856, 99.29725004451875, 112, 89, 45, 'Female', 57.08975180995912, 1.5293930889687002, 0.13823220940808645, 23, 24.40730949626293, 96.66666666666667, 'High Risk'),
(65544, 93, 14, '30:45.9', 37.25811266115271, 97.48653439848641, 110, 76, 54, 'Female', 73.42005905352661, 1.9040782203058662, 0.08996876, 34, 20.25093868221876, 87.33333333333333, 'High Risk'),
(65545, 85, 18, '29:45.9', 37.089349036003945, 99.55522206110801, 134, 75, 57, 'Female', 53.023220869192485, 1.864948599041563, 0.069253823, 59, 15.245173534942492, 94.66666666666666, 'High Risk'),
(65546, 65, 17, '28:45.9', 36.66440287392326, 95.0180504, 114, 89, 32, 'Male', 88.21240662, 1.7279640617967829, 0.11628227820902765, 25, 29.543385343164893, 97.33333333333333, 'Low Risk'),
(65547, 66, 19, '27:45.9', 37.445253489158745, 99.64086562228707, 121, 78, 27, 'Male', 88.69846430820644, 1.9031988514881988, 0.14554425318273584, 43, 24.487687072621167, 92.33333333333333, 'Low Risk'),
(65548, 74, 16, '26:45.9', 36.704225371572846, 98.82393742200189, 131, 77, 25, 'Male', 85.37635851010899, 1.8221951833997394, 0.096974717, 54, 25.712709224611864, 95, 'Low Risk'),
(65549, 61, 12, '25:45.9', 37.484837520424215, 97.16514613886496, 122, 73, 77, 'Male', 75.99890312, 1.6512753294383806, 0.12937056758574877, 49, 27.87201322147151, 89.33333333333333, 'Low Risk'),
(65550, 93, 19, '24:45.9', 37.200712444767944, 99.82765084748296, 116, 89, 77, 'Female', 88.42014640310296, 1.9645627983363858, 0.093879972, 27, 22.90969977878172, 98, 'High Risk'),
(65551, 98, 14, '23:45.9', 36.55826496298137, 99.06233258268375, 134, 70, 37, 'Male', 75.64885901629096, 1.668719249554326, 0.1146927299875579, 64, 27.166633920350275, 91.33333333333333, 'High Risk'),
(65552, 96, 19, '22:45.9', 36.24296735551333, 95.47802691263237, 122, 72, 86, 'Male', 96.66669814513173, 1.564730494664909, 0.11452298264582768, 50, 39.48187703534218, 88.66666666666666, 'High Risk'),
(65553, 78, 15, '21:45.9', 37.077382542150374, 96.18229154, 134, 87, 27, 'Male', 74.50818469798473, 1.9139208185073604, 0.052818579, 47, 20.340238902440003, 102.66666666666667, 'Low Risk'),
(65554, 96, 12, '20:45.9', 36.87229505361087, 96.44980076874239, 129, 84, 44, 'Female', 72.73606651152018, 1.6990149984633196, 0.10908806079761293, 45, 25.197380007477513, 99, 'High Risk'),
(65555, 83, 16, '19:45.9', 37.43910101672075, 99.52256834669916, 129, 81, 31, 'Female', 58.595055227431864, 1.6831179773619254, 0.068640852, 48, 20.68387242800388, 97, 'Low Risk'),
(65556, 84, 17, '18:45.9', 36.449912266495026, 96.64741794, 112, 70, 52, 'Female', 56.88126073246399, 1.8621561058212195, 0.071538567, 42, 16.403519638672993, 84, 'High Risk'),
(65557, 79, 16, '17:45.9', 36.86765545809227, 98.22148205, 115, 70, 67, 'Male', 60.86894729719885, 1.8257134576736256, 0.1110172957580564, 45, 18.261252317552138, 85, 'High Risk'),
(65558, 68, 16, '16:45.9', 36.40494596807514, 99.58145890321177, 135, 72, 21, 'Female', 96.55640004, 1.7765072260862007, 0.093003583, 63, 30.59476408, 93, 'High Risk'),
(65559, 62, 14, '15:45.9', 36.694255364908706, 95.87293989238144, 132, 88, 65, 'Female', 61.94424906152935, 1.8912753132785045, 0.055261958, 44, 17.31775075954876, 102.66666666666667, 'High Risk'),
(65560, 66, 13, '14:45.9', 36.28691174, 98.33258907519182, 135, 80, 54, 'Female', 59.05453527, 1.6226951743603841, 0.062453870616195555, 55, 22.427422616794413, 98.33333333333333, 'Low Risk'),
(65561, 76, 14, '13:45.9', 36.746385661787365, 99.66456184223067, 114, 76, 18, 'Male', 69.09687749909634, 1.9344224315851881, 0.12919263592466504, 38, 18.465275119233713, 88.66666666666667, 'High Risk'),
(65562, 61, 13, '12:45.9', 36.97569604829559, 98.43058720395287, 127, 79, 39, 'Female', 83.11755284777743, 1.5128046366676207, 0.060200628990828876, 48, 36.318429005063386, 95, 'High Risk'),
(65563, 67, 18, '11:45.9', 36.441106928669015, 95.23272216086576, 111, 83, 66, 'Female', 97.06398142526913, 1.7056353797388661, 0.1091397822344255, 28, 33.36458363806341, 92.33333333333333, 'High Risk'),
(65564, 74, 15, '10:45.9', 36.54873546534109, 98.16286807145296, 111, 82, 30, 'Female', 70.07359410040515, 1.8597027041507328, 0.14252466734691438, 29, 20.261301915014766, 91.66666666666667, 'Low Risk'),
(65565, 86, 16, '09:45.9', 36.08249898541983, 95.86218634675741, 125, 72, 58, 'Female', 78.68471336956938, 1.5346547249800486, 0.11141600909970775, 53, 33.40942533, 89.66666666666666, 'High Risk'),
(65566, 81, 12, '08:45.9', 36.15501713364417, 95.49455522555387, 110, 84, 64, 'Female', 62.02164034947217, 1.891497425216612, 0.054741103, 26, 17.335315069973078, 92.66666666666667, 'High Risk'),
(65567, 86, 17, '07:45.9', 37.20871330817175, 96.10635787122861, 137, 73, 88, 'Female', 85.38093933033483, 1.739411091754949, 0.065133383, 64, 28.21996418, 94.33333333333333, 'Low Risk'),
(65568, 83, 16, '06:45.9', 36.83620483, 99.08199966411804, 127, 71, 65, 'Female', 74.84919273907136, 1.8579296405992431, 0.082176887, 56, 21.683460546042287, 89.66666666666666, 'Low Risk'),
(65569, 91, 12, '05:45.9', 36.32618936805562, 97.32437260251446, 137, 88, 41, 'Female', 77.26235193008793, 1.6770898992078895, 0.052786903, 49, 27.469783572817025, 104.33333333333333, 'High Risk'),
(65570, 90, 16, '04:45.9', 36.351118362197056, 98.08287531023913, 135, 88, 49, 'Female', 70.48645028064288, 1.592824730663559, 0.056642930963576754, 47, 27.7823936, 103.66666666666667, 'Low Risk'),
(65571, 71, 17, '03:45.9', 36.96066420386271, 96.37452992705785, 124, 81, 18, 'Female', 53.31434549458668, 1.8675465967194713, 0.12738669536492675, 43, 15.286258124204485, 95.33333333333333, 'High Risk'),
(65572, 64, 19, '02:45.9', 36.63054573789919, 97.55077443912289, 120, 82, 83, 'Female', 51.96303520166602, 1.6197222031377632, 0.055071283060010905, 38, 19.806760014439046, 94.66666666666667, 'Low Risk'),
(65573, 99, 12, '01:45.9', 37.23404297348998, 95.04991960057755, 135, 82, 88, 'Male', 97.11450320380234, 1.7192086841174081, 0.060920974, 53, 32.85692378882269, 99.66666666666666, 'High Risk'),
(65574, 72, 14, '00:45.9', 36.58981002826848, 96.56519446, 122, 74, 88, 'Female', 78.73305113011679, 1.8703345119676411, 0.12233954466543782, 48, 22.507046416525117, 90, 'Low Risk'),
(65575, 94, 12, '59:45.9', 37.05948721811195, 99.57757246222148, 139, 89, 51, 'Male', 65.17576566899044, 1.8244341464245708, 0.10824238776029138, 50, 19.580769629261628, 105.66666666666666, 'High Risk'),
(65576, 60, 16, '58:45.9', 37.08151778, 95.24611489, 134, 70, 41, 'Male', 96.28358367915772, 1.8282581290998974, 0.10995543904905661, 64, 28.80561952680873, 91.33333333333333, 'Low Risk'),
(65577, 82, 18, '57:45.9', 36.59354624691421, 96.22195437481038, 139, 77, 37, 'Male', 78.07527210166677, 1.9214940541333065, 0.056243104159175605, 62, 21.146350026814783, 97.66666666666666, 'Low Risk'),
(65578, 88, 14, '56:45.9', 37.24403496138328, 99.453958, 130, 79, 71, 'Female', 75.63063077890476, 1.655311484746541, 0.13104524415666524, 51, 27.60185474324797, 96, 'Low Risk'),
(65579, 79, 15, '55:45.9', 36.48558769543759, 99.01424984726683, 130, 73, 60, 'Male', 52.05278639123955, 1.5591328774924287, 0.14199613823083845, 57, 21.413010159568813, 92, 'Low Risk'),
(65580, 71, 14, '54:45.9', 36.73285386742101, 98.32482559501565, 133, 79, 61, 'Female', 66.98491431857434, 1.581409124411688, 0.14330969174125086, 54, 26.784807265002126, 97, 'Low Risk'),
(65581, 74, 15, '53:45.9', 37.43344522178292, 99.67534891368722, 116, 77, 55, 'Female', 90.57874626, 1.7453897634671305, 0.065150541, 39, 29.73318658, 90, 'Low Risk'),
(65582, 90, 15, '52:45.9', 36.62491749760667, 96.68613951267771, 138, 77, 22, 'Female', 99.95639839182653, 1.8456474005356567, 0.1416852957489305, 61, 29.343582075878818, 97.33333333333333, 'Low Risk'),
(65583, 63, 18, '51:45.9', 36.266674258013474, 99.34258305819212, 120, 85, 20, 'Female', 93.77294664, 1.5261005787596484, 0.078260275, 35, 40.26347448203726, 96.66666666666667, 'High Risk'),
(65584, 64, 17, '50:45.9', 36.66296625010173, 98.82107335145714, 128, 78, 56, 'Female', 56.50737333484732, 1.5344829103454958, 0.052274863, 50, 23.99832929014973, 94.66666666666666, 'Low Risk'),
(65585, 99, 19, '49:45.9', 36.73920031219458, 97.68760702208571, 138, 76, 27, 'Female', 51.649529399736785, 1.8517073109185493, 0.098950567, 62, 15.063354134161756, 96.66666666666666, 'High Risk'),
(65586, 85, 15, '48:45.9', 36.99085790096848, 97.07118682353422, 128, 75, 63, 'Male', 94.22421457082656, 1.941153236133692, 0.055503761, 53, 25.005922762092172, 92.66666666666666, 'Low Risk'),
(65587, 68, 15, '47:45.9', 37.01703702292197, 97.90840692402001, 133, 81, 40, 'Female', 62.446321996590186, 1.6302487281247415, 0.11121240958592205, 52, 23.49628081488024, 98.33333333333333, 'Low Risk'),
(65588, 61, 17, '46:45.9', 37.04916447756093, 97.44946477356282, 129, 76, 53, 'Male', 84.99946201232966, 1.9054807914961285, 0.053487452, 53, 23.410302558775307, 93.66666666666666, 'Low Risk'),
(65589, 88, 18, '45:45.9', 36.952285909510636, 99.82701318683847, 133, 83, 44, 'Male', 52.89536632328139, 1.6434253860256318, 0.060476627, 50, 19.584732616981338, 99.66666666666666, 'Low Risk'),
(65590, 88, 16, '44:45.9', 36.49897364798437, 98.55679771142431, 112, 82, 74, 'Female', 66.12398985082908, 1.9180052661066547, 0.10177712686031254, 30, 17.974609334407717, 92, 'High Risk'),
(65591, 65, 15, '43:45.9', 37.33876865113032, 95.51091081462474, 139, 80, 63, 'Female', 55.09294935714906, 1.9790729507961493, 0.10606155799013794, 59, 14.066058408417346, 99.66666666666666, 'High Risk'),
(65592, 90, 16, '42:45.9', 36.10268770591878, 99.60942442709472, 119, 86, 18, 'Male', 52.63100119303101, 1.5448974845091594, 0.070526707, 33, 22.05171137508323, 97, 'Low Risk'),
(65593, 89, 19, '41:45.9', 37.32981711058954, 95.64778420637661, 112, 85, 19, 'Male', 86.20096214542491, 1.9596135226832756, 0.096684221, 27, 22.447669411572125, 94, 'Low Risk'),
(65594, 64, 12, '40:45.9', 36.68079046710841, 99.58391103765615, 115, 84, 33, 'Female', 64.64766400524881, 1.738081321509819, 0.072438872, 31, 21.39994473529182, 94.33333333333333, 'Low Risk'),
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(65772, 70, 17, '42:45.9', 36.983766173557086, 97.22661253503739, 116, 88, 80, 'Female', 77.91959235783288, 1.8363045937549305, 0.07970679, 28, 23.107727130832636, 97.33333333333333, 'Low Risk'),
(65773, 70, 13, '41:45.9', 36.04800296842139, 98.87707838822993, 139, 88, 85, 'Female', 51.85203216446368, 1.664533984995573, 0.050257954, 51, 18.71459566613387, 105, 'Low Risk'),
(65774, 87, 12, '40:45.9', 36.12151993694767, 99.67377083406271, 132, 80, 22, 'Female', 60.95810175191151, 1.547695825642519, 0.070031376, 52, 25.448384156050416, 97.33333333333333, 'Low Risk'),
(65775, 80, 17, '39:45.9', 36.622879346086485, 96.38550168483238, 114, 76, 84, 'Female', 59.42823640433568, 1.6764066552982622, 0.064383194, 38, 21.14628542, 88.66666666666667, 'Low Risk'),
(65776, 81, 15, '38:45.9', 37.00539221737651, 95.63998403778682, 120, 87, 23, 'Female', 97.59647262216774, 1.7667792589932285, 0.095106704, 33, 31.26579938907333, 98, 'High Risk'),
(65777, 66, 19, '37:45.9', 37.46828655326273, 98.58527044635261, 137, 89, 85, 'Male', 65.30942003996795, 1.5701113183316033, 0.080289147, 48, 26.492011726856983, 105, 'Low Risk'),
(65778, 84, 15, '36:45.9', 37.40104675858023, 96.74554378968293, 122, 76, 21, 'Male', 55.762095186976865, 1.7120518732862513, 0.070192986, 46, 19.024149276827792, 91.33333333333333, 'Low Risk'),
(65779, 65, 18, '35:45.9', 36.08691666426292, 99.15801063395115, 118, 89, 87, 'Male', 81.75959248269514, 1.8273007739610942, 0.11107092586447281, 29, 24.486044915058553, 98.66666666666667, 'Low Risk'),
(65780, 63, 12, '34:45.9', 36.9836232, 98.32615081882564, 136, 78, 18, 'Male', 76.09825827559003, 1.5753516790554052, 0.09414955, 58, 30.663355386102634, 97.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(65782, 85, 17, '32:45.9', 36.051498997460634, 97.13988578969713, 129, 74, 39, 'Male', 75.83989820009421, 1.5636362166932216, 0.061934995, 55, 31.018893344252582, 92.33333333333333, 'High Risk'),
(65783, 99, 19, '31:45.9', 36.83606401306671, 97.53268996101288, 128, 76, 45, 'Male', 75.47016389682466, 1.6917380192248754, 0.1463050373394276, 52, 26.369935898991915, 93.33333333333333, 'High Risk'),
(65784, 65, 12, '30:45.9', 36.186206400658364, 97.08365377, 127, 75, 69, 'Male', 51.08334791309963, 1.6518517654727165, 0.13018253746102465, 52, 18.72135198946064, 92.33333333333333, 'Low Risk'),
(65785, 91, 14, '29:45.9', 36.324426092809155, 97.75736745066445, 115, 77, 53, 'Male', 97.66517055538797, 1.7890044074526776, 0.089822566, 38, 30.51524715302489, 89.66666666666667, 'High Risk'),
(65786, 90, 18, '28:45.9', 36.77325771247399, 99.61905011742063, 127, 72, 48, 'Female', 82.75497229235349, 1.7531767361784145, 0.13403902122378475, 55, 26.92419326591541, 90.33333333333333, 'Low Risk'),
(65787, 64, 15, '27:45.9', 37.44060181275355, 98.2074768, 113, 77, 24, 'Female', 71.06873005431189, 1.6175537456590627, 0.086033251, 36, 27.161960646470906, 89, 'Low Risk'),
(65788, 65, 14, '26:45.9', 36.01416952, 98.24620727309855, 121, 85, 69, 'Female', 72.42840346662368, 1.9548711156084109, 0.064209081, 36, 18.952768276342482, 97, 'Low Risk'),
(65789, 71, 18, '25:45.9', 36.13936223, 97.67185256782547, 138, 77, 82, 'Female', 66.82338897326224, 1.5579168351310084, 0.067800169, 61, 27.53213918846449, 97.33333333333333, 'Low Risk'),
(65790, 70, 17, '24:45.9', 36.26109017, 95.56687594941923, 112, 79, 18, 'Female', 91.43665408542012, 1.775341976125015, 0.14295965290624968, 33, 29.01057136816631, 90, 'Low Risk'),
(65791, 67, 12, '23:45.9', 36.78835080945825, 99.33008796490999, 128, 71, 73, 'Male', 57.42667457714518, 1.7449658309049139, 0.08052266, 57, 18.859918589533027, 90, 'Low Risk'),
(65792, 60, 12, '22:45.9', 37.32364355398237, 95.43082251, 128, 81, 22, 'Female', 57.196414350157184, 1.5247228851705072, 0.11228156951719984, 47, 24.60293764875729, 96.66666666666667, 'Low Risk'),
(65793, 96, 12, '21:45.9', 36.3523059, 98.64954424497802, 126, 79, 38, 'Male', 70.49231223124164, 1.6975362927792406, 0.072547059, 47, 24.462656660070312, 94.66666666666667, 'High Risk'),
(65794, 91, 12, '20:45.9', 37.127369695282724, 95.59034294471414, 115, 80, 78, 'Female', 69.55920206207693, 1.7628305812169889, 0.10674270747182346, 35, 22.38378055783659, 91.66666666666667, 'High Risk'),
(65795, 74, 16, '19:45.9', 36.02735095948077, 96.90963038350411, 114, 77, 24, 'Male', 58.16595633895106, 1.5319619754233416, 0.095562946, 37, 24.784085646371565, 89.33333333333333, 'Low Risk'),
(65796, 68, 17, '18:45.9', 37.36307083740542, 96.68607275532602, 126, 85, 36, 'Male', 84.15675518120285, 1.6046720844955802, 0.10569590210825144, 41, 32.68258407487815, 98.66666666666667, 'High Risk'),
(65797, 79, 16, '17:45.9', 36.34293524476006, 99.57206915685121, 119, 83, 30, 'Male', 64.92054601997405, 1.6694762700124042, 0.097392331, 36, 23.29279814554565, 95, 'Low Risk'),
(65798, 93, 17, '16:45.9', 37.072020856635234, 95.81168965001113, 119, 85, 75, 'Male', 66.83068292, 1.5983107537312828, 0.094413085, 34, 26.160946707454432, 96.33333333333333, 'High Risk'),
(65799, 86, 13, '15:45.9', 36.42213750765614, 96.58992259462276, 124, 80, 39, 'Female', 67.15076058, 1.5209896593847967, 0.12313342464969719, 44, 29.026750043593395, 94.66666666666667, 'Low Risk'),
(65800, 65, 14, '14:45.9', 36.347052396890376, 97.44609025855495, 113, 73, 66, 'Male', 54.11833629536585, 1.5180229734097823, 0.11356629665945861, 40, 23.484847737950776, 86.33333333333333, 'Low Risk'),
(65801, 74, 15, '13:45.9', 36.12479531, 97.98412870833097, 126, 77, 45, 'Female', 63.42684960290969, 1.9379132809093047, 0.13781579776934622, 49, 16.88902048845397, 93.33333333333333, 'High Risk'),
(65802, 77, 15, '12:45.9', 37.49524467123985, 97.34972149494749, 122, 88, 72, 'Male', 83.01896947908995, 1.701224146591502, 0.11614963420061716, 34, 28.684960852487496, 99.33333333333333, 'Low Risk'),
(65803, 72, 14, '11:45.9', 37.40955742, 97.03146900275544, 131, 81, 26, 'Male', 91.21444098505631, 1.617265398180424, 0.14671785555554867, 50, 34.87393961804421, 97.66666666666666, 'High Risk'),
(65804, 84, 13, '10:45.9', 36.34250910281958, 99.50895865480813, 111, 73, 24, 'Female', 95.88759322, 1.7659718780927522, 0.11323694675678991, 38, 30.746440931541812, 85.66666666666667, 'High Risk'),
(65805, 82, 16, '09:45.9', 36.778165250513524, 96.69792725094054, 114, 84, 60, 'Female', 75.57474026566888, 1.548285515861536, 0.086722641, 30, 31.52641305058678, 94, 'High Risk'),
(65806, 60, 14, '08:45.9', 36.82928553904146, 96.55764025921928, 127, 84, 60, 'Male', 52.53950111573153, 1.5882837509658791, 0.070967654, 43, 20.827145879739025, 98.33333333333333, 'Low Risk'),
(65807, 92, 19, '07:45.9', 37.021038596387704, 96.63001078712387, 118, 71, 79, 'Male', 98.42270712, 1.5967979909745234, 0.077713827, 47, 38.600715171314995, 86.66666666666667, 'High Risk'),
(65808, 95, 18, '06:45.9', 36.45762352, 99.88648335017642, 120, 84, 87, 'Female', 51.48846693175083, 1.7151526152828533, 0.061612528877464136, 36, 17.5026747, 96, 'High Risk'),
(65809, 83, 17, '05:45.9', 36.28231876432834, 97.19958981505965, 114, 71, 35, 'Male', 68.43085523, 1.7093341592169757, 0.061833195874614014, 43, 23.42060041053922, 85.33333333333333, 'Low Risk'),
(65810, 76, 14, '04:45.9', 36.84617767422007, 96.73423796252588, 113, 73, 51, 'Male', 72.97724596822282, 1.7526966290540589, 0.090645123, 40, 23.756035579999082, 86.33333333333333, 'Low Risk'),
(65811, 88, 17, '03:45.9', 36.03114894479864, 97.76103643122401, 123, 76, 41, 'Female', 99.12089421241981, 1.9848192686122543, 0.088567559, 47, 25.16073226955088, 91.66666666666667, 'Low Risk'),
(65812, 75, 14, '02:45.9', 36.86421795160633, 99.96776695383736, 136, 74, 81, 'Male', 52.30166283057701, 1.501309117574384, 0.092918037, 62, 23.20466229734347, 94.66666666666666, 'Low Risk'),
(65813, 97, 15, '01:45.9', 36.288144969258404, 99.53270466750088, 131, 83, 42, 'Female', 59.420729367552596, 1.8089078103378755, 0.095396726, 48, 18.159551175338105, 99, 'High Risk'),
(65814, 76, 15, '00:45.9', 36.05249416723231, 99.35873026905412, 134, 87, 55, 'Female', 87.90780544, 1.9096511033387782, 0.054269388, 47, 24.105679724563196, 102.66666666666667, 'Low Risk'),
(65815, 67, 18, '59:45.9', 37.016670823623684, 96.62808217167611, 138, 71, 64, 'Female', 67.21008933, 1.8716207345019016, 0.13217243935125045, 67, 19.186633373963947, 93.33333333333333, 'Low Risk'),
(65816, 85, 15, '58:45.9', 36.45498867, 95.75403860268398, 132, 87, 59, 'Male', 87.54399936227378, 1.9835888539941677, 0.076249579, 45, 22.24964389480106, 102, 'Low Risk'),
(65817, 87, 14, '57:45.9', 36.44307012151797, 98.45710111680769, 126, 82, 39, 'Male', 67.29035691, 1.8079162625117902, 0.10799677593468449, 44, 20.58714906537311, 96.66666666666667, 'Low Risk'),
(65818, 77, 16, '56:45.9', 36.61215173705737, 95.43857718991993, 119, 85, 73, 'Male', 93.23400198623526, 1.8409582649718874, 0.093626949, 34, 27.509737113823384, 96.33333333333333, 'Low Risk'),
(65819, 70, 18, '55:45.9', 36.28893441499161, 96.86383859842185, 134, 84, 28, 'Male', 54.39499489739909, 1.5394076226032496, 0.098024914, 50, 22.953645759465847, 100.66666666666666, 'Low Risk'),
(65820, 97, 13, '54:45.9', 37.093927760860105, 95.84743394405969, 118, 80, 63, 'Female', 90.00644234103223, 1.6102962870268502, 0.10244368135957671, 38, 34.710591356293264, 92.66666666666667, 'High Risk'),
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(65822, 67, 14, '52:45.9', 36.18041443365195, 97.85480497763459, 114, 83, 76, 'Male', 67.17090923250936, 1.5452157318546358, 0.11809547096898994, 31, 28.132153918729973, 93.33333333333333, 'Low Risk'),
(65823, 60, 17, '51:45.9', 36.63006886440185, 98.67002311050256, 114, 85, 44, 'Female', 63.43672282043105, 1.6636153055792342, 0.14605545590145083, 29, 22.921071946877287, 94.66666666666667, 'Low Risk'),
(65824, 67, 16, '50:45.9', 37.27656218, 96.55829251436441, 127, 72, 47, 'Female', 93.80830330269129, 1.5986184405703887, 0.12789855709136894, 55, 36.70723264, 90.33333333333333, 'High Risk'),
(65825, 62, 14, '49:45.9', 36.36393271361626, 97.47629366, 130, 79, 65, 'Male', 85.35563626, 1.5404817840730118, 0.11112388044676205, 51, 35.968230237622436, 96, 'High Risk'),
(65826, 87, 13, '48:45.9', 36.374359977660674, 98.43488687, 138, 79, 33, 'Male', 96.54243813268067, 1.5546214881572016, 0.082668361, 59, 39.94559826415335, 98.66666666666666, 'High Risk'),
(65827, 70, 19, '47:45.9', 36.58010032688543, 99.94998905473732, 135, 86, 48, 'Female', 81.78879444399152, 1.9993286080249553, 0.13334088363672147, 49, 20.46093361184744, 102.33333333333333, 'Low Risk'),
(65828, 89, 14, '46:45.9', 36.62514471, 96.2530972, 134, 79, 59, 'Female', 71.02387259852469, 1.6051856368996757, 0.072161802, 55, 27.56473480505234, 97.33333333333333, 'Low Risk'),
(65829, 76, 16, '45:45.9', 36.537789024465425, 96.18517033978398, 133, 75, 64, 'Male', 81.14556156174075, 1.5744047471235922, 0.088430438, 58, 32.73648068041871, 94.33333333333333, 'High Risk'),
(65830, 97, 18, '44:45.9', 36.72340114234242, 99.05249910592866, 127, 86, 76, 'Female', 70.99608758137772, 1.8681400347865382, 0.1094804945923574, 41, 20.343026333896898, 99.66666666666667, 'High Risk'),
(65831, 60, 14, '43:45.9', 37.267958144477184, 98.48042494, 118, 75, 84, 'Female', 78.90229831598931, 1.9909804662938733, 0.10396205041870137, 43, 19.90470087772624, 89.33333333333333, 'Low Risk'),
(65832, 84, 18, '42:45.9', 36.695408850442725, 98.10044009662164, 136, 78, 70, 'Male', 50.959372915078305, 1.7789027888001423, 0.136919233, 58, 16.103476475521223, 97.33333333333333, 'High Risk'),
(65833, 63, 13, '41:45.9', 36.57338902185579, 95.27773528472379, 134, 83, 36, 'Male', 84.44277879, 1.9612531276935488, 0.096834185, 51, 21.953067765190738, 100, 'Low Risk'),
(65834, 82, 14, '40:45.9', 36.761662432813985, 95.22088108860021, 129, 70, 39, 'Female', 96.27171174134762, 1.870366803488833, 0.10220833868606775, 59, 27.519790428801137, 89.66666666666666, 'Low Risk'),
(65835, 97, 12, '39:45.9', 37.00765871236794, 96.94526560821652, 122, 88, 84, 'Female', 86.83275056, 1.6085480835896053, 0.11998859251231538, 34, 33.55949855494057, 99.33333333333333, 'High Risk'),
(65836, 89, 17, '38:45.9', 37.16241361, 97.68527804292584, 125, 72, 31, 'Male', 53.62819030315386, 1.955603256121277, 0.11333488402740867, 53, 14.022699855992338, 89.66666666666666, 'High Risk'),
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(65838, 60, 16, '36:45.9', 36.47729889010193, 98.92506320959923, 124, 77, 61, 'Male', 76.02166671486046, 1.715583197919651, 0.10067796371818986, 47, 25.82937030034897, 92.66666666666667, 'Low Risk'),
(65839, 66, 17, '35:45.9', 36.20149618165781, 95.48638601591439, 112, 73, 73, 'Male', 66.68452856008781, 1.6103957427544977, 0.11824641841471396, 39, 25.71342083063568, 86, 'Low Risk'),
(65840, 79, 18, '34:45.9', 36.30021179183501, 99.23924770108599, 124, 79, 31, 'Female', 65.17762809832716, 1.6326784537893335, 0.11134163977558012, 45, 24.45103396412834, 94, 'Low Risk'),
(65841, 95, 19, '33:45.9', 37.208044817230785, 96.15971204715646, 117, 76, 32, 'Male', 83.53669104233671, 1.6713792627791642, 0.071259351, 41, 29.90385991463935, 89.66666666666667, 'High Risk'),
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(65843, 74, 12, '31:45.9', 36.36237418843096, 99.22923407387816, 136, 86, 63, 'Female', 69.57242171788657, 1.964808536331324, 0.060633944, 50, 18.02173702729994, 102.66666666666666, 'High Risk'),
(65844, 75, 16, '30:45.9', 36.08310768734426, 96.61229326556199, 111, 74, 50, 'Male', 96.29958041440395, 1.5537622041622368, 0.13943180863094728, 37, 39.889196579061526, 86.33333333333333, 'High Risk'),
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(65846, 74, 12, '28:45.9', 36.0462805, 95.03445078, 118, 81, 28, 'Female', 57.696127028582225, 1.540603329, 0.067954533, 37, 24.308882656711248, 93.33333333333333, 'Low Risk'),
(65847, 71, 19, '27:45.9', 37.13923278115216, 96.59381096553874, 110, 71, 23, 'Male', 51.28689333104691, 1.8164781044396383, 0.092780167, 39, 15.543401241702844, 84, 'High Risk'),
(65848, 78, 12, '26:45.9', 37.060569820649036, 99.70765805022397, 130, 83, 35, 'Male', 50.87492662536905, 1.785979628090622, 0.13210331152096666, 47, 15.949636669320691, 98.66666666666667, 'High Risk'),
(65849, 99, 12, '25:45.9', 36.59044102, 98.98386447011353, 118, 73, 84, 'Male', 96.34688986736892, 1.5915905833629753, 0.090750375, 45, 38.03426061339841, 88, 'High Risk'),
(65850, 98, 18, '24:45.9', 36.980903465909684, 98.25484522207452, 112, 79, 85, 'Male', 98.26395916568536, 1.6959680955091299, 0.13202088344583882, 33, 34.163228224498006, 90, 'High Risk'),
(65851, 75, 19, '23:45.9', 36.02094243, 96.21279307, 129, 82, 40, 'Male', 55.83716629528476, 1.7924470256154015, 0.11043349480009339, 47, 17.379237227025367, 97.66666666666667, 'High Risk'),
(65852, 75, 14, '22:45.9', 36.90521440749071, 97.45047925633017, 129, 83, 87, 'Male', 60.88715543083968, 1.5700166658953176, 0.081022503, 46, 24.701149251624184, 98.33333333333333, 'Low Risk'),
(65853, 99, 15, '21:45.9', 37.47008470324179, 97.76363362994687, 114, 80, 53, 'Female', 63.33930282584166, 1.880393342833247, 0.10157331584680061, 34, 17.91331111971948, 91.33333333333333, 'High Risk'),
(65854, 64, 12, '20:45.9', 36.851778802019105, 95.38528361411984, 125, 88, 33, 'Female', 64.25317573257172, 1.9824826481515365, 0.077257771, 37, 16.34842081333878, 100.33333333333333, 'High Risk'),
(65855, 83, 17, '19:45.9', 36.316508771799015, 98.26193423676133, 120, 84, 20, 'Female', 91.72847024790906, 1.5326119734249897, 0.094924434, 36, 39.051680060206984, 96, 'High Risk'),
(65856, 96, 18, '18:45.9', 36.89802371437562, 98.71761964610346, 128, 83, 25, 'Male', 74.0800179, 1.5945634432835267, 0.14753364668434707, 45, 29.13516433202822, 98, 'High Risk'),
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(66034, 79, 19, '20:45.9', 37.00957405945938, 99.02590462906329, 113, 71, 27, 'Male', 82.82354722804736, 1.8042785442695888, 0.077205346, 42, 25.441731059180224, 85, 'Low Risk'),
(66035, 92, 12, '19:45.9', 36.04931134, 96.72943738829515, 133, 88, 25, 'Male', 77.06940226, 1.694464700624513, 0.088293475, 45, 26.842127736339734, 103, 'High Risk'),
(66036, 85, 14, '18:45.9', 36.55945793727716, 96.74146486319512, 120, 78, 50, 'Female', 80.38572772564955, 1.7077399353639484, 0.14332736767994714, 42, 27.563570800727973, 92, 'Low Risk'),
(66037, 96, 17, '17:45.9', 36.50320006131486, 98.55199540904856, 125, 89, 84, 'Female', 84.65605155773716, 1.9752834137418676, 0.095173423, 36, 21.696974303681795, 101, 'High Risk'),
(66038, 88, 14, '16:45.9', 36.29557393502401, 96.94114783, 123, 79, 32, 'Male', 89.19499727267866, 1.7479335799280067, 0.083518424, 44, 29.19380111365264, 93.66666666666667, 'Low Risk'),
(66039, 83, 16, '15:45.9', 36.51883417490645, 99.61862536130214, 128, 88, 49, 'Female', 70.23731881368839, 1.5619777165726503, 0.12335359291594644, 40, 28.78844830322718, 101.33333333333333, 'Low Risk'),
(66040, 92, 17, '14:45.9', 37.12413354746261, 99.36183321787402, 124, 77, 31, 'Female', 78.83419766, 1.7195308176943727, 0.096594714, 47, 26.66212280713816, 92.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(66041, 76, 18, '13:45.9', 36.28135794341567, 99.46218841678868, 131, 81, 22, 'Female', 68.63365821944095, 1.9376967299559584, 0.10607926290430136, 50, 18.279551463885113, 97.66666666666666, 'High Risk'),
(66042, 90, 18, '12:45.9', 36.67106669608798, 99.46240952392611, 134, 76, 82, 'Male', 70.15944026788766, 1.6714855749873017, 0.12937657458374408, 58, 25.111973804041597, 95.33333333333333, 'Low Risk'),
(66043, 95, 16, '11:45.9', 36.43963196045965, 98.22888528591612, 112, 72, 39, 'Female', 82.37544121276287, 1.804687477192347, 0.12945769917490288, 40, 25.29261564, 85.33333333333333, 'High Risk'),
(66044, 95, 16, '10:45.9', 37.31684914840653, 99.37778935123313, 135, 77, 38, 'Male', 81.29397362523372, 1.5684088124028734, 0.078439394, 58, 33.047590811365346, 96.33333333333333, 'High Risk'),
(66045, 91, 12, '09:45.9', 37.49190858372256, 97.5428041, 112, 80, 77, 'Male', 62.06005046345672, 1.7246754025466318, 0.073267248, 32, 20.863990939509645, 90.66666666666667, 'High Risk'),
(66046, 66, 12, '08:45.9', 37.36945622914787, 97.27662712131662, 122, 79, 42, 'Female', 52.722475450888936, 1.7878831177469414, 0.13491476133373181, 43, 16.49367930878846, 93.33333333333333, 'High Risk'),
(66047, 96, 19, '07:45.9', 37.32349249113544, 95.95110152420881, 112, 85, 21, 'Female', 74.55052082711296, 1.6413813887332378, 0.073891763, 27, 27.67143441335508, 94, 'High Risk'),
(66048, 93, 14, '06:45.9', 36.97426242867036, 96.13522052677719, 116, 89, 55, 'Male', 71.9178508, 1.9046053046053726, 0.13981819808241122, 27, 19.82561742141323, 98, 'High Risk'),
(66049, 70, 13, '05:45.9', 37.27765032792833, 96.72212490242275, 128, 80, 34, 'Male', 87.16173384735504, 1.8202102597903713, 0.068421316, 48, 26.307691766453885, 96, 'Low Risk'),
(66050, 74, 16, '04:45.9', 36.745991269232206, 95.92692022399393, 126, 77, 46, 'Male', 52.68701434164446, 1.7430783523663553, 0.067124054, 49, 17.34082558424726, 93.33333333333333, 'High Risk'),
(66051, 86, 17, '03:45.9', 36.00397424893842, 97.13735671278091, 116, 73, 41, 'Male', 73.78338318404495, 1.5891168252849757, 0.10864359743970863, 43, 29.21775972, 87.33333333333333, 'Low Risk'),
(66052, 99, 19, '02:45.9', 37.08363992280276, 97.32427227944727, 120, 81, 30, 'Male', 97.35639565823082, 1.9316086857473738, 0.11322582272213286, 39, 26.093130589838157, 94, 'High Risk'),
(66053, 85, 13, '01:45.9', 36.34489215337035, 98.86943459480577, 136, 71, 36, 'Female', 51.72408942824382, 1.765501623241928, 0.053491945, 65, 16.594211135470708, 92.66666666666666, 'High Risk'),
(66054, 66, 14, '00:45.9', 36.10561797, 95.94269666244331, 128, 72, 47, 'Female', 69.8708692, 1.897245342327138, 0.092325098, 56, 19.411055679005987, 90.66666666666666, 'Low Risk'),
(66055, 71, 19, '59:45.9', 37.10661734716938, 98.37930597321667, 117, 78, 61, 'Male', 65.36230287656849, 1.9842080616405446, 0.084104342, 39, 16.601713905883233, 91, 'High Risk'),
(66056, 69, 19, '58:45.9', 36.73108727, 97.44093875695272, 131, 70, 31, 'Male', 60.012750880920876, 1.7928430224521434, 0.11945703366607735, 61, 18.670631348593627, 90.33333333333333, 'Low Risk'),
(66057, 89, 13, '57:45.9', 37.430205496155075, 95.13420171433206, 130, 74, 87, 'Male', 77.23475311589478, 1.5363802498153631, 0.1322033176352979, 56, 32.72015341698485, 92.66666666666666, 'High Risk'),
(66058, 85, 15, '56:45.9', 36.374255830029675, 96.43079499604174, 115, 84, 82, 'Male', 50.147833320392664, 1.8917991032743768, 0.1496138731971135, 31, 14.012064995915088, 94.33333333333333, 'High Risk'),
(66059, 91, 16, '55:45.9', 36.12246480243196, 99.44001427708997, 139, 88, 61, 'Female', 85.16422770110017, 1.6844590524262115, 0.11794414109323541, 51, 30.014858211009503, 105, 'High Risk'),
(66060, 69, 16, '54:45.9', 36.296387090294225, 98.57159634829654, 139, 77, 82, 'Male', 78.18195055217595, 1.504637028000327, 0.075185103, 62, 34.533691963543205, 97.66666666666666, 'High Risk'),
(66061, 98, 13, '53:45.9', 37.223224888697196, 95.53239758118157, 135, 74, 48, 'Female', 63.44213493046153, 1.917051916299003, 0.072423969, 61, 17.262752367024593, 94.33333333333333, 'High Risk'),
(66062, 98, 14, '52:45.9', 37.027210594920845, 98.77856485403571, 129, 70, 39, 'Female', 86.00259287, 1.661158901712671, 0.14367358271073705, 59, 31.16658292601726, 89.66666666666666, 'High Risk'),
(66063, 79, 18, '51:45.9', 36.58815707310594, 96.15450857313473, 137, 75, 32, 'Male', 85.67657766281135, 1.9413444098280483, 0.078039954, 62, 22.73300939182457, 95.66666666666666, 'Low Risk'),
(66064, 99, 18, '50:45.9', 36.19393708345781, 98.83756483271037, 123, 85, 34, 'Male', 60.838464475713494, 1.6432897200663779, 0.071236097, 38, 22.52941771645972, 97.66666666666667, 'High Risk'),
(66065, 83, 18, '49:45.9', 36.12316966041968, 99.41960246897469, 130, 84, 69, 'Female', 96.89456125732349, 1.8431868085730119, 0.087590661, 46, 28.52073368719925, 99.33333333333333, 'Low Risk'),
(66066, 63, 19, '48:45.9', 37.08047570025191, 95.22468985332479, 126, 74, 80, 'Female', 76.44016334161515, 1.910272074697743, 0.1455719096894822, 52, 20.947449515031305, 91.33333333333333, 'Low Risk'),
(66067, 67, 19, '47:45.9', 36.61069549287463, 97.50473652557302, 113, 81, 69, 'Male', 52.42248957322479, 1.5758520327141008, 0.11644922769071893, 32, 21.10992884690794, 91.66666666666667, 'Low Risk'),
(66068, 73, 19, '46:45.9', 36.28930433, 98.82413186199571, 129, 71, 22, 'Female', 87.49230714617585, 1.9017052958006182, 0.12012154916667885, 58, 24.192649701428042, 90.33333333333333, 'Low Risk'),
(66069, 96, 12, '45:45.9', 36.93245279440385, 99.87072190787663, 124, 76, 22, 'Male', 55.68213904808748, 1.6292430010154164, 0.069347325, 48, 20.977038847460474, 92, 'High Risk'),
(66070, 84, 16, '44:45.9', 36.59511231147537, 99.74749280806611, 133, 88, 30, 'Male', 77.67044845464393, 1.6573780228021164, 0.088461303, 45, 28.275654168308616, 103, 'Low Risk'),
(66071, 93, 13, '43:45.9', 37.45982425433268, 99.00192912282422, 117, 89, 83, 'Male', 57.710108778453304, 1.899325035877097, 0.092853698, 28, 15.99754376984051, 98.33333333333333, 'High Risk'),
(66072, 74, 13, '42:45.9', 36.665314792076586, 95.69200611738312, 138, 85, 80, 'Female', 56.275998061735336, 1.8686826802420382, 0.059920811, 53, 16.115808021376964, 102.66666666666666, 'High Risk'),
(66073, 70, 13, '41:45.9', 36.757003735983524, 97.86324856, 132, 85, 85, 'Male', 84.55382630957733, 1.590874541, 0.14522949177868194, 47, 33.40884041807205, 100.66666666666667, 'High Risk'),
(66074, 98, 13, '40:45.9', 36.98418432005804, 97.59943138308196, 115, 72, 27, 'Male', 95.83322454423055, 1.7078011611608928, 0.068136432, 43, 32.85802776762362, 86.33333333333333, 'High Risk'),
(66075, 85, 17, '39:45.9', 36.84547888883606, 99.82068453644752, 122, 84, 38, 'Male', 97.37074905361831, 1.937730553834674, 0.1250266592708123, 38, 25.932341763182013, 96.66666666666667, 'Low Risk'),
(66076, 99, 13, '38:45.9', 36.943897109810955, 95.01390636694288, 133, 74, 32, 'Female', 81.85767906022716, 1.8276915750695348, 0.066082471, 59, 24.50493794, 93.66666666666666, 'High Risk'),
(66077, 63, 16, '37:45.9', 36.732387334254064, 96.04194385663973, 113, 84, 74, 'Male', 77.97333744491722, 1.738558710232159, 0.13347159171254314, 29, 25.796892929393454, 93.66666666666667, 'Low Risk'),
(66078, 96, 14, '36:45.9', 37.22214321906654, 95.38396069, 137, 71, 28, 'Male', 89.96506984831625, 1.8188960380556152, 0.087810401, 66, 27.193065422470806, 93, 'High Risk'),
(66079, 84, 16, '35:45.9', 36.92295512395047, 97.43256401590546, 121, 75, 61, 'Male', 97.27162326685993, 1.6452229925499862, 0.12345593735675836, 46, 35.93656997899801, 90.33333333333333, 'High Risk'),
(66080, 66, 17, '34:45.9', 36.34124534905933, 95.19759844299605, 136, 73, 18, 'Female', 99.91580015894934, 1.6640988800964167, 0.10769889104619601, 63, 36.080779703235535, 94, 'High Risk'),
(66081, 65, 19, '33:45.9', 36.83669406840169, 97.36617327272396, 118, 79, 24, 'Female', 64.56688008, 1.6612702713166594, 0.062428793, 39, 23.39533211558063, 92, 'Low Risk'),
(66082, 61, 19, '32:45.9', 36.37034343027793, 96.22454493635517, 119, 83, 71, 'Female', 84.32600571231018, 1.8690449188518443, 0.059969730420227886, 36, 24.139154347201593, 95, 'Low Risk'),
(66083, 79, 12, '31:45.9', 37.269011048578434, 99.69997560225825, 134, 83, 33, 'Female', 72.67346287131852, 1.763379168195998, 0.1194059359066291, 51, 23.371384634263936, 100, 'Low Risk'),
(66084, 80, 15, '30:45.9', 37.12329397720523, 99.88381571794676, 137, 73, 62, 'Female', 78.83623087556091, 1.5442829374531324, 0.10098598046820007, 64, 33.05765985031269, 94.33333333333333, 'High Risk'),
(66085, 79, 18, '29:45.9', 36.788060154291074, 95.79200394763501, 136, 89, 37, 'Male', 77.74667251237771, 1.5749964524624556, 0.091756231, 47, 31.341707330820334, 104.66666666666667, 'High Risk'),
(66086, 98, 19, '28:45.9', 36.33593804267854, 97.81915359681363, 131, 83, 33, 'Male', 56.57697825874361, 1.7280406621050348, 0.12692485940315182, 48, 18.946623857263553, 99, 'High Risk'),
(66087, 83, 18, '27:45.9', 36.57919194208431, 95.61058492668117, 131, 81, 72, 'Male', 86.50999621244031, 1.7469272752141114, 0.10089931177626926, 50, 28.347622567561203, 97.66666666666666, 'Low Risk'),
(66088, 80, 15, '26:45.9', 37.2897502, 97.11330609259977, 124, 77, 47, 'Male', 65.20414488001514, 1.8812220529357677, 0.091491883, 47, 18.424473291523014, 92.66666666666667, 'High Risk'),
(66089, 63, 12, '25:45.9', 36.14612066016666, 96.03827109580978, 124, 75, 65, 'Female', 86.73773061284841, 1.5969610241028473, 0.1391522511690586, 49, 34.01100159, 91.33333333333333, 'High Risk'),
(66090, 65, 14, '24:45.9', 36.55105002107245, 95.15252503279083, 119, 79, 71, 'Female', 83.49090617, 1.9653018783455232, 0.066738868, 40, 21.616264024473242, 92.33333333333333, 'Low Risk'),
(66091, 97, 16, '23:45.9', 36.42952871420202, 97.97133155627115, 139, 73, 89, 'Male', 77.68228568, 1.6268627732338634, 0.14567783523642924, 66, 29.350814153364826, 95, 'High Risk'),
(66092, 88, 16, '22:45.9', 36.93545504984447, 96.10937043, 122, 72, 23, 'Female', 57.673109141677955, 1.7449480353817444, 0.12511007025008325, 50, 18.941238317436778, 88.66666666666666, 'Low Risk'),
(66093, 74, 13, '21:45.9', 37.12422760531284, 95.53582952394709, 128, 73, 32, 'Female', 73.14055597, 1.7468824566543824, 0.12497573937138946, 55, 23.967950025259587, 91.33333333333333, 'Low Risk'),
(66094, 69, 14, '20:45.9', 36.649402703077044, 98.55589187573739, 130, 79, 64, 'Male', 51.034312097800345, 1.8020530403955373, 0.058779216726350274, 51, 15.715461031706724, 96, 'High Risk'),
(66095, 91, 15, '19:45.9', 36.90868471698877, 99.96433694014452, 139, 76, 50, 'Female', 72.62263359247531, 1.8283476320543541, 0.076617812, 63, 21.724732963272462, 97, 'High Risk'),
(66096, 96, 17, '18:45.9', 37.24617265589296, 98.77604498430968, 137, 77, 78, 'Female', 90.90086193521628, 1.714302767, 0.095884129, 60, 30.93092794298412, 97, 'High Risk'),
(66097, 91, 19, '17:45.9', 36.42160054302574, 98.30334626689927, 139, 76, 41, 'Male', 65.05098457796497, 1.9705128523658924, 0.05781298, 63, 16.75310577548201, 97, 'High Risk'),
(66098, 62, 19, '16:45.9', 36.05912835, 97.46117322312102, 138, 82, 22, 'Male', 84.58141199, 1.5858112684567742, 0.05083924, 56, 33.63348979400704, 100.66666666666666, 'High Risk'),
(66099, 91, 14, '15:45.9', 37.08782498977101, 97.33786808057867, 112, 86, 46, 'Male', 51.53963955240876, 1.7500127060617934, 0.091054123, 26, 16.829025679167707, 94.66666666666667, 'High Risk'),
(66100, 94, 18, '14:45.9', 36.23038368713321, 97.11669966888319, 137, 80, 19, 'Female', 57.363531595615626, 1.8760812446099948, 0.055629462, 57, 16.297935597665365, 99, 'High Risk'),
(66101, 67, 17, '13:45.9', 37.05576765, 96.50211411137126, 131, 82, 76, 'Female', 63.94692037666346, 1.9114729341853645, 0.13526013309154084, 49, 17.50182464542723, 98.33333333333333, 'High Risk'),
(66102, 89, 17, '12:45.9', 36.306926835824086, 99.63424972614624, 133, 71, 62, 'Male', 60.10364513366173, 1.6284685281910496, 0.1123765240251589, 62, 22.664287574136942, 91.66666666666666, 'Low Risk'),
(66103, 75, 17, '11:45.9', 37.312116512135624, 97.73517452404504, 111, 88, 88, 'Male', 53.441012649419974, 1.5466207949119832, 0.1444146690035953, 23, 22.341225323391768, 95.66666666666667, 'Low Risk'),
(66104, 62, 19, '10:45.9', 36.66108229346878, 97.02049373, 127, 72, 74, 'Female', 92.20469277, 1.9349986111204918, 0.14055753905158036, 55, 24.62587721996866, 90.33333333333333, 'Low Risk'),
(66105, 75, 18, '09:45.9', 36.70470518684896, 98.81033180866099, 112, 88, 44, 'Female', 61.49145059, 1.9936181324859326, 0.12424923642941546, 24, 15.471441808978975, 96, 'High Risk'),
(66106, 92, 12, '08:45.9', 36.707598915223834, 99.54925341325057, 128, 70, 31, 'Male', 79.72095585757523, 1.617876883125404, 0.14739888956915492, 58, 30.456609702285505, 89.33333333333333, 'High Risk'),
(66107, 89, 13, '07:45.9', 36.52145770440747, 96.41133080665928, 134, 79, 59, 'Female', 81.74914941, 1.6010197758644387, 0.14091219748377473, 55, 31.89259441015529, 97.33333333333333, 'High Risk'),
(66108, 85, 12, '06:45.9', 36.969863962243814, 98.79674052996039, 135, 76, 81, 'Male', 58.21347844, 1.7123304096664465, 0.059237113360502594, 59, 19.854018012409952, 95.66666666666666, 'Low Risk'),
(66109, 85, 17, '05:45.9', 36.72393221466914, 99.30474360344277, 137, 79, 29, 'Female', 86.37892248196498, 1.9535175309746022, 0.054076997, 58, 22.634617317553804, 98.33333333333333, 'Low Risk'),
(66110, 90, 18, '04:45.9', 36.996873492606746, 95.42219771, 121, 75, 54, 'Female', 76.25389907, 1.8807480442308404, 0.094442874, 46, 21.557620260354046, 90.33333333333333, 'Low Risk'),
(66111, 76, 18, '03:45.9', 36.171604819280034, 97.51621076127599, 111, 71, 84, 'Male', 57.86920771886696, 1.634215933662155, 0.1219237471333869, 40, 21.66849037165719, 84.33333333333333, 'Low Risk'),
(66112, 60, 14, '02:45.9', 37.24696472645069, 95.71787543417507, 138, 88, 39, 'Female', 78.52698280064183, 1.5513114083155006, 0.065354502, 50, 32.63029037150169, 104.66666666666666, 'High Risk'),
(66113, 80, 18, '01:45.9', 37.18604761952645, 95.75266701127775, 116, 74, 45, 'Male', 52.88095081894506, 1.963803646588314, 0.11372434710395311, 42, 13.712073454099352, 88, 'High Risk'),
(66114, 89, 13, '00:45.9', 37.16021654079679, 98.34974897481615, 110, 80, 79, 'Female', 68.99460679492162, 1.5882625436513478, 0.092751919, 30, 27.350832887257653, 90, 'Low Risk'),
(66115, 88, 15, '59:45.9', 36.11684767569976, 99.88842188068871, 112, 77, 52, 'Male', 65.21901902059581, 1.6267450624233528, 0.12814965552131813, 35, 24.645365752047226, 88.66666666666667, 'Low Risk'),
(66116, 82, 18, '58:45.9', 36.797932015678356, 95.44534629, 127, 73, 19, 'Female', 74.33816334514859, 1.544250940316127, 0.07020962, 54, 31.172819005835336, 91, 'High Risk'),
(66117, 99, 17, '57:45.9', 36.60220739053568, 97.25732750114202, 126, 86, 85, 'Female', 85.97875668, 1.8791128997488182, 0.072933743, 40, 24.34924013426029, 99.33333333333333, 'High Risk'),
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(66294, 80, 14, '00:45.9', 36.099628036233185, 98.96623725318312, 117, 80, 55, 'Female', 75.78089584468671, 1.9064067809847538, 0.12341013112821321, 37, 20.851081547121225, 92.33333333333333, 'Low Risk'),
(66295, 99, 16, '59:45.9', 36.88575308313767, 99.04161852335241, 135, 83, 61, 'Male', 98.83869729685799, 1.7787940650752156, 0.1120244391509537, 52, 31.237456848852364, 100.33333333333333, 'High Risk'),
(66296, 73, 15, '58:45.9', 37.215014441914875, 98.04429412, 139, 85, 29, 'Male', 92.74535884994779, 1.5686897560124655, 0.097861002, 54, 37.68929943856344, 103, 'High Risk'),
(66297, 76, 16, '57:45.9', 36.788693401862396, 99.58243777735073, 118, 82, 83, 'Female', 96.07329780571786, 1.9122471914501422, 0.09909378, 36, 26.273300618810726, 94, 'Low Risk'),
(66298, 73, 17, '56:45.9', 37.16909550107372, 96.81676358, 136, 75, 29, 'Female', 90.38215006317955, 1.5275349632461301, 0.11715809575966017, 61, 38.734713624286876, 95.33333333333333, 'High Risk'),
(66299, 87, 13, '55:45.9', 36.80424716270144, 96.75518699844787, 111, 84, 18, 'Female', 95.95810311938865, 1.972491351325979, 0.083148138, 27, 24.66331438923639, 93, 'Low Risk'),
(66300, 78, 16, '54:45.9', 36.65185655002156, 96.70032384331952, 127, 83, 20, 'Female', 72.21947573, 1.5306517338866243, 0.12554991594197282, 44, 30.824891444355977, 97.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(66302, 64, 13, '52:45.9', 36.21876654457174, 99.22901588855618, 114, 89, 75, 'Male', 50.50257821979767, 1.786611639279216, 0.1125017734977458, 25, 15.82170315, 97.33333333333333, 'High Risk'),
(66303, 92, 16, '51:45.9', 36.62924730809077, 95.78277652852502, 111, 72, 46, 'Male', 72.51504735412684, 1.5559000624017794, 0.069981889, 39, 29.954683725118716, 85, 'High Risk'),
(66304, 72, 18, '50:45.9', 36.62225298284573, 97.77523504346254, 125, 70, 30, 'Male', 87.44592636642663, 1.773270910614211, 0.095826668, 55, 27.80925812625482, 88.33333333333333, 'Low Risk'),
(66305, 92, 12, '49:45.9', 37.47646513830831, 95.06270407383825, 138, 84, 45, 'Male', 91.01413447452359, 1.616596277244258, 0.069665998, 54, 34.82616831881973, 102, 'High Risk'),
(66306, 72, 13, '48:45.9', 36.37997688260015, 96.27717722, 118, 70, 32, 'Female', 93.86423312, 1.5440916155199615, 0.056850556258033993, 48, 39.36896584912166, 86, 'High Risk'),
(66307, 96, 17, '47:45.9', 36.921813412661756, 96.28524135469618, 118, 81, 75, 'Female', 78.23527024579607, 1.695411045226897, 0.1005366803206226, 37, 27.21777193886573, 93.33333333333333, 'High Risk'),
(66308, 99, 13, '46:45.9', 36.9232991, 95.91470382558103, 137, 78, 48, 'Male', 54.52030807469382, 1.7603983325903927, 0.066597687, 59, 17.59285827616398, 97.66666666666666, 'High Risk'),
(66309, 62, 14, '45:45.9', 36.485100891001665, 96.48860895791637, 115, 86, 56, 'Female', 62.028403636773845, 1.7181348052939511, 0.1105738670680583, 29, 21.012422900833673, 95.66666666666667, 'Low Risk'),
(66310, 85, 19, '44:45.9', 36.327609591999234, 96.48637265447495, 130, 87, 28, 'Female', 81.43504045233243, 1.9338913103905253, 0.10431136594729512, 43, 21.774449924628627, 101.33333333333333, 'Low Risk'),
(66311, 66, 18, '43:45.9', 36.11189467624156, 97.99952479054676, 115, 73, 43, 'Female', 68.13740641618587, 1.9530483603147624, 0.07368618, 42, 17.863214127914613, 87, 'High Risk'),
(66312, 91, 14, '42:45.9', 37.350689231683376, 95.90482207275281, 125, 89, 25, 'Male', 58.06795679, 1.9927468100440238, 0.073523544, 36, 14.622859249714349, 101, 'High Risk'),
(66313, 98, 16, '41:45.9', 37.11243231665534, 96.87713386, 120, 75, 86, 'Female', 51.97480941833327, 1.7029270856463712, 0.10443180218808566, 45, 17.92259121, 90, 'High Risk'),
(66314, 98, 18, '40:45.9', 36.83226451753589, 96.11444285199362, 133, 80, 59, 'Male', 69.45154815402574, 1.8044548488635586, 0.14225114912272102, 53, 21.329952676253786, 97.66666666666666, 'High Risk'),
(66315, 90, 17, '39:45.9', 36.29735754903652, 96.25439432693501, 134, 83, 27, 'Male', 55.10891890720696, 1.921126939858702, 0.10319107425016781, 51, 14.93171758269441, 100, 'High Risk'),
(66316, 70, 19, '38:45.9', 36.205838352622806, 97.66679718733066, 111, 74, 84, 'Male', 60.14680073062429, 1.6974979314145224, 0.06436316, 37, 20.873439827355494, 86.33333333333333, 'Low Risk'),
(66317, 76, 19, '37:45.9', 36.106024544284516, 96.51139659, 126, 70, 38, 'Female', 56.25827600019363, 1.6469441515648704, 0.069983571, 56, 20.740951438025363, 88.66666666666666, 'Low Risk'),
(66318, 82, 12, '36:45.9', 37.44461381759665, 98.67713731202733, 119, 88, 59, 'Male', 72.29469798, 1.826080181034786, 0.12062950007530743, 31, 21.68037360182215, 98.33333333333333, 'Low Risk'),
(66319, 95, 19, '35:45.9', 36.93325934563403, 96.17534923394409, 128, 88, 54, 'Male', 77.47654695352348, 1.5976006065217212, 0.13750621305276606, 40, 30.355250626904827, 101.33333333333333, 'High Risk'),
(66320, 60, 19, '34:45.9', 36.47362634881969, 98.77957728562613, 115, 76, 85, 'Female', 77.11999029187233, 1.9755695268159177, 0.10144344940169442, 39, 19.759790199649657, 89, 'Low Risk'),
(66321, 73, 17, '33:45.9', 36.87415263821781, 95.20639521157463, 118, 74, 40, 'Female', 75.45073249, 1.735018348633665, 0.05949051, 44, 25.064284778298497, 88.66666666666667, 'Low Risk'),
(66322, 63, 17, '32:45.9', 36.30595325200181, 98.42838957991418, 138, 77, 60, 'Male', 84.78070984034395, 1.7958957514254674, 0.1308267514222663, 61, 26.28662335094195, 97.33333333333333, 'Low Risk'),
(66323, 83, 18, '31:45.9', 36.52553103446295, 96.83597195319861, 128, 76, 59, 'Female', 61.46836167396633, 1.715442735865928, 0.11401084776574973, 52, 20.888112003156277, 93.33333333333333, 'Low Risk'),
(66324, 95, 12, '30:45.9', 36.32433855756863, 97.89952392354665, 123, 77, 72, 'Female', 84.55621653260691, 1.5395043064202518, 0.10871554749122717, 46, 35.676621925084014, 92.33333333333333, 'High Risk'),
(66325, 62, 12, '29:45.9', 37.065262389688975, 95.34620133, 125, 73, 47, 'Male', 63.435178045964044, 1.8533593548645106, 0.082758473, 52, 18.46761849032908, 90.33333333333333, 'High Risk'),
(66326, 65, 15, '28:45.9', 37.14768960417546, 97.92143925, 111, 87, 40, 'Female', 98.54982547, 1.7862998510771266, 0.095282032, 24, 30.884966560688763, 95, 'High Risk'),
(66327, 96, 13, '27:45.9', 36.51655493902017, 97.05290936, 132, 80, 69, 'Male', 71.65158378, 1.6592901742419308, 0.12660664760833684, 52, 26.024423132613045, 97.33333333333333, 'High Risk'),
(66328, 63, 12, '26:45.9', 36.801343119250326, 98.59401000083999, 126, 87, 55, 'Male', 98.74025604, 1.679648065163796, 0.14430971969921752, 39, 34.999163214051855, 100, 'High Risk'),
(66329, 73, 16, '25:45.9', 36.349427270603634, 97.97538008979556, 134, 78, 43, 'Female', 81.80923148, 1.7787125114738849, 0.07968198, 56, 25.857753622410662, 96.66666666666666, 'Low Risk'),
(66330, 89, 15, '24:45.9', 36.46914107576711, 99.72942474, 128, 83, 33, 'Female', 50.072857253625266, 1.5765568218685173, 0.13197694227293616, 45, 20.145735032833905, 98, 'Low Risk'),
(66331, 86, 18, '23:45.9', 36.40607388466119, 96.13955029, 129, 80, 70, 'Female', 97.16004416250775, 1.8488493611035821, 0.056534439, 49, 28.42396426292457, 96.33333333333333, 'Low Risk'),
(66332, 94, 12, '22:45.9', 36.14877397990442, 96.01425707080058, 120, 72, 51, 'Female', 76.88703316480917, 1.9216669611374426, 0.11411674689772336, 48, 20.82077333, 88, 'High Risk'),
(66333, 98, 13, '21:45.9', 37.324569617279714, 96.31731531475111, 116, 88, 23, 'Female', 89.30426709724321, 1.6863980077647522, 0.12189479509858026, 28, 31.401619705575744, 97.33333333333333, 'High Risk'),
(66334, 60, 13, '20:45.9', 36.88294259941998, 95.19439293930198, 134, 72, 78, 'Male', 71.05231390828335, 1.5052521427440833, 0.092948714, 62, 31.358820387657808, 92.66666666666666, 'High Risk'),
(66335, 87, 15, '19:45.9', 37.312775003282496, 97.81498700803063, 137, 88, 80, 'Male', 56.078376178026275, 1.6953271601013575, 0.11041922430637263, 49, 19.511398101243415, 104.33333333333333, 'Low Risk'),
(66336, 87, 16, '18:45.9', 37.24877904758399, 98.38143861378657, 137, 70, 59, 'Female', 51.047296207821645, 1.9369139982242873, 0.051805324, 67, 13.606676775753122, 92.33333333333333, 'High Risk'),
(66337, 97, 15, '17:45.9', 37.38141402675921, 97.23221404961002, 138, 89, 66, 'Male', 81.85987555167237, 1.7060867588898696, 0.063891996, 49, 28.123466791187813, 105.33333333333333, 'High Risk'),
(66338, 96, 15, '16:45.9', 36.57583472, 98.48275564096654, 110, 72, 64, 'Female', 77.42768569743973, 1.623966352016966, 0.13657505816450072, 38, 29.35906532734893, 84.66666666666667, 'High Risk'),
(66339, 75, 18, '15:45.9', 36.20335491816693, 97.66396255074571, 139, 84, 35, 'Male', 95.60584743099676, 1.7321269727537658, 0.076703078, 55, 31.865813214809766, 102.33333333333333, 'High Risk'),
(66340, 63, 15, '14:45.9', 37.10105574603606, 95.81586034073291, 136, 86, 38, 'Male', 54.41872080133515, 1.984742306235582, 0.13779644250940273, 50, 13.814655987477643, 102.66666666666666, 'High Risk'),
(66341, 71, 18, '13:45.9', 37.47444456903872, 95.48318457026815, 127, 80, 75, 'Male', 79.38561786333078, 1.5740939781165109, 0.12890821120120835, 47, 32.03911522406294, 95.66666666666667, 'High Risk'),
(66342, 70, 19, '12:45.9', 36.76734682, 98.75921608199585, 112, 88, 70, 'Female', 64.48157988893061, 1.5234698876532087, 0.091389885, 24, 27.78228234742148, 96, 'Low Risk'),
(66343, 75, 18, '11:45.9', 36.58480055107973, 95.2293676, 128, 73, 41, 'Male', 90.85835042, 1.8268293328110898, 0.12846296522769865, 55, 27.225063103819267, 91.33333333333333, 'Low Risk'),
(66344, 97, 16, '10:45.9', 37.19890414404301, 95.70662031763155, 133, 89, 43, 'Female', 70.05730639042658, 1.874519994, 0.0859684, 44, 19.937618483463137, 103.66666666666667, 'High Risk'),
(66345, 96, 16, '09:45.9', 36.55750152651469, 98.73276700795583, 114, 75, 82, 'Male', 72.20272500180018, 1.7184350679088367, 0.057885831, 39, 24.450476946382647, 88, 'High Risk'),
(66346, 68, 17, '08:45.9', 37.21715559743108, 99.63000720841521, 125, 72, 53, 'Male', 63.41797558920393, 1.8777740455213652, 0.12501811105055322, 53, 17.985632305367602, 89.66666666666666, 'High Risk'),
(66347, 94, 16, '07:45.9', 36.25436907654608, 95.22002694601886, 137, 85, 40, 'Male', 81.20690125623358, 1.8797891499898791, 0.13886862587920945, 52, 22.981303678429903, 102.33333333333333, 'High Risk'),
(66348, 82, 14, '06:45.9', 36.484077042537585, 99.64809928029018, 116, 76, 78, 'Male', 74.63144671033592, 1.8615902100044381, 0.1415548226410833, 40, 21.535436936635303, 89.33333333333333, 'Low Risk'),
(66349, 68, 19, '05:45.9', 36.02826288977083, 98.91102567048658, 112, 85, 80, 'Male', 65.41336060529423, 1.8805704617707801, 0.088908651, 27, 18.496401364910607, 94, 'High Risk'),
(66350, 62, 17, '04:45.9', 37.12469152652647, 99.71299606551827, 126, 73, 33, 'Female', 78.92149051332001, 1.6660881959140021, 0.11130044116057562, 53, 28.431469287889325, 90.66666666666666, 'Low Risk'),
(66351, 67, 14, '03:45.9', 36.48636171143404, 95.69342136352111, 138, 83, 50, 'Male', 99.06484594221007, 1.7926543567969069, 0.070294004, 55, 30.82665816607686, 101.33333333333333, 'High Risk'),
(66352, 94, 16, '02:45.9', 36.01563138, 98.57486339962412, 137, 81, 84, 'Female', 93.70141081525306, 1.6513507825593499, 0.050891834, 56, 34.36113151251349, 99.66666666666666, 'High Risk'),
(66353, 83, 15, '01:45.9', 36.70318219712198, 99.42718971374049, 110, 72, 49, 'Female', 50.766880775659686, 1.9191718950538357, 0.1073100797375032, 38, 13.783284805756624, 84.66666666666667, 'High Risk'),
(66354, 79, 18, '00:45.9', 36.42802995, 99.41754771372965, 128, 71, 78, 'Male', 65.35897909854478, 1.6291417416241514, 0.08582609, 57, 24.625639499097254, 90, 'Low Risk'),
(66355, 98, 15, '59:45.9', 36.31459097016976, 96.43649798445942, 122, 76, 56, 'Female', 70.86715279467543, 1.6978603881649001, 0.066994409, 46, 24.58334818368876, 91.33333333333333, 'High Risk'),
(66356, 95, 13, '58:45.9', 37.48583011172535, 99.10254926, 121, 83, 74, 'Female', 60.22676420375363, 1.9778584453642165, 0.1291375816427354, 38, 15.395688603215396, 95.66666666666667, 'High Risk'),
(66357, 98, 19, '57:45.9', 36.08529879566395, 99.40057591, 133, 86, 19, 'Female', 56.057429024243355, 1.742357159040724, 0.070935508, 47, 18.46540372506209, 101.66666666666667, 'High Risk'),
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(66359, 94, 13, '55:45.9', 36.28943817705895, 96.38774218883094, 125, 74, 53, 'Male', 59.14718380322992, 1.8131878601368852, 0.073128932, 51, 17.99071674739601, 91, 'High Risk'),
(66360, 97, 12, '54:45.9', 36.24242847156395, 97.85639359609102, 114, 77, 80, 'Female', 80.08506433900891, 1.6105757151742284, 0.081541809, 37, 30.873739546803268, 89.33333333333333, 'High Risk'),
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(66362, 94, 15, '52:45.9', 36.37939826, 99.16145257280913, 123, 79, 85, 'Female', 77.80294676747904, 1.6455052994192072, 0.086392417, 44, 28.73409183889509, 93.66666666666667, 'High Risk'),
(66363, 66, 16, '51:45.9', 36.39001243512083, 98.75917707346588, 117, 89, 36, 'Female', 67.59356975894367, 1.7202064207876613, 0.086052902, 28, 22.84253264890253, 98.33333333333333, 'Low Risk'),
(66364, 67, 15, '50:45.9', 36.32137714651402, 99.63575462538152, 126, 82, 46, 'Female', 81.18638814872676, 1.7751938922813657, 0.094694509, 44, 25.762715096211966, 96.66666666666667, 'Low Risk'),
(66365, 77, 12, '49:45.9', 37.04605439275173, 98.01030545971979, 135, 72, 55, 'Female', 56.614367036101385, 1.524955705683819, 0.062254049910229106, 63, 24.34513559120377, 93, 'Low Risk'),
(66366, 63, 12, '48:45.9', 36.21322751885486, 96.35503156805935, 137, 87, 37, 'Female', 78.99920702307301, 1.6646615964789673, 0.11895376473498777, 50, 28.508266558452963, 103.66666666666666, 'Low Risk'),
(66367, 74, 17, '47:45.9', 36.78958319163471, 97.71395848265217, 110, 73, 44, 'Male', 63.63140772857152, 1.9890683580851791, 0.14696567132660018, 37, 16.083187085803416, 85.33333333333333, 'High Risk'),
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(66371, 98, 13, '43:45.9', 37.49290839310132, 99.99224337082647, 119, 79, 74, 'Female', 97.09090295375461, 1.5714100540909033, 0.10693814439109081, 40, 39.318730315017085, 92.33333333333333, 'High Risk'),
(66372, 79, 14, '42:45.9', 36.959959035901804, 99.05205135446533, 133, 75, 83, 'Male', 59.16002621, 1.6753118611319182, 0.13918676818809067, 58, 21.078370363413953, 94.33333333333333, 'Low Risk'),
(66373, 63, 19, '41:45.9', 37.44310168853895, 98.71092274490066, 122, 72, 54, 'Male', 61.872245557395615, 1.6619729821074916, 0.13894899848817116, 50, 22.39999696920526, 88.66666666666666, 'Low Risk'),
(66374, 74, 14, '40:45.9', 36.818848720804645, 99.01882964569685, 128, 87, 26, 'Female', 76.93485196933086, 1.9314099135748743, 0.10597373574660851, 41, 20.624062211301066, 100.66666666666667, 'Low Risk'),
(66375, 93, 12, '39:45.9', 36.52156794, 96.25925618025131, 115, 86, 60, 'Female', 75.31031276415165, 1.6490888594392814, 0.1347663985263446, 29, 27.692765980502433, 95.66666666666667, 'High Risk'),
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(66377, 89, 19, '37:45.9', 36.72822103798894, 95.36838859807425, 118, 86, 22, 'Male', 52.908494052599295, 1.6455394957469591, 0.1392905016934915, 32, 19.539290020773315, 96.66666666666667, 'Low Risk'),
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(66554, 65, 12, '40:45.9', 36.45109503724313, 97.684225, 134, 81, 19, 'Male', 67.38783105, 1.9485208929648326, 0.11141120041351948, 53, 17.748895999468335, 98.66666666666666, 'High Risk'),
(66555, 97, 13, '39:45.9', 36.612915361773275, 98.51335542, 136, 80, 32, 'Male', 58.35289595261418, 1.696344352426329, 0.069894053, 56, 20.27843241668416, 98.66666666666666, 'High Risk'),
(66556, 76, 13, '38:45.9', 36.768450424588075, 99.93000671275738, 121, 88, 23, 'Female', 96.33144391002295, 1.746976023825534, 0.05687723, 33, 31.56415597337312, 99, 'High Risk'),
(66557, 71, 12, '37:45.9', 37.30918439869866, 97.01264589749954, 133, 73, 39, 'Female', 77.81549369984103, 1.557623645503558, 0.069688382, 60, 32.07310561948496, 93, 'High Risk'),
(66558, 72, 14, '36:45.9', 36.88079786, 99.55951920992575, 122, 81, 50, 'Female', 68.56341141875205, 1.7185702536222687, 0.088920032, 41, 23.21441998565051, 94.66666666666667, 'Low Risk'),
(66559, 86, 15, '35:45.9', 36.495369929473426, 98.37804750360276, 112, 84, 83, 'Female', 99.83878008580695, 1.8667575318323837, 0.097785548, 28, 28.64992182521947, 93.33333333333333, 'Low Risk'),
(66560, 64, 12, '34:45.9', 36.72846641, 98.21367739137311, 138, 76, 28, 'Male', 51.17866231800653, 1.516264965989292, 0.057504968, 62, 22.260695513055513, 96.66666666666666, 'Low Risk'),
(66561, 81, 14, '33:45.9', 36.73228478911794, 96.68732613025696, 124, 88, 37, 'Male', 79.86552385616079, 1.9156089786046884, 0.129908374, 36, 21.764345761344384, 100, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(66563, 98, 13, '31:45.9', 36.64008783178233, 95.05978878924218, 112, 84, 22, 'Female', 75.91191757647573, 1.8976213583835508, 0.097533049, 28, 21.080982240439074, 93.33333333333333, 'High Risk'),
(66564, 78, 18, '30:45.9', 37.28060195629271, 98.79175959, 137, 81, 77, 'Female', 92.71019394549037, 1.5402269117405287, 0.10190336890914302, 56, 39.08031673241721, 99.66666666666666, 'High Risk'),
(66565, 91, 13, '29:45.9', 36.422920939253636, 97.67238631922697, 114, 80, 43, 'Male', 77.99381541, 1.9101053185350945, 0.062449452873917656, 34, 21.376940014906257, 91.33333333333333, 'High Risk'),
(66566, 76, 15, '28:45.9', 37.32660742193377, 98.47954435239984, 116, 79, 74, 'Female', 92.43787528534119, 1.9183373349970934, 0.079151208, 37, 25.11886409215792, 91.33333333333333, 'Low Risk'),
(66567, 69, 12, '27:45.9', 36.23595584953337, 96.47626816915975, 130, 80, 87, 'Male', 93.19291053549183, 1.8823567790309157, 0.065144945, 50, 26.301407539907856, 96.66666666666666, 'Low Risk'),
(66568, 81, 12, '26:45.9', 36.762123249463215, 99.80508248312057, 119, 70, 33, 'Male', 96.23423037579134, 1.9889949635658646, 0.13656065802654666, 49, 24.32552435465785, 86.33333333333333, 'Low Risk'),
(66569, 62, 19, '25:45.9', 36.63519488427702, 98.55500423942307, 121, 76, 82, 'Male', 95.38216969, 1.885568069, 0.13800358061501442, 45, 26.827658360528535, 91, 'Low Risk'),
(66570, 60, 13, '24:45.9', 36.84704182, 97.40508351983476, 128, 79, 80, 'Male', 81.64972574976593, 1.9475227968318212, 0.060362672, 49, 21.527303330006223, 95.33333333333333, 'Low Risk'),
(66571, 69, 18, '23:45.9', 37.43401915235471, 97.72195561233649, 121, 75, 84, 'Male', 82.39260277725285, 1.9333507232445388, 0.062433095, 46, 22.042808719166388, 90.33333333333333, 'Low Risk'),
(66572, 81, 12, '22:45.9', 36.678064135323595, 96.60428004877714, 130, 73, 45, 'Male', 81.76401444836522, 1.5293130715791423, 0.10608230657214776, 57, 34.95983748304847, 92, 'High Risk'),
(66573, 91, 16, '21:45.9', 37.01887414052472, 99.19554678961477, 111, 71, 71, 'Female', 91.55168099006283, 1.5259992530654045, 0.13651862004077023, 40, 39.31494575206523, 84.33333333333333, 'High Risk'),
(66574, 74, 18, '20:45.9', 36.18242192, 99.46987882783368, 118, 86, 84, 'Male', 69.88972612835575, 1.5108587515664604, 0.086601119, 32, 30.61720975725115, 96.66666666666667, 'High Risk'),
(66575, 74, 13, '19:45.9', 36.73139018127517, 97.58710006924821, 123, 79, 29, 'Female', 95.90520372268742, 1.5390132755591914, 0.053675969871395425, 44, 40.490900933293666, 93.66666666666667, 'High Risk'),
(66576, 63, 12, '18:45.9', 36.384067172058096, 98.42971930227878, 127, 70, 65, 'Female', 56.29035342189958, 1.5487801184371328, 0.097789844, 57, 23.46683098416849, 89, 'Low Risk'),
(66577, 83, 13, '17:45.9', 37.29053780049203, 95.05190528022676, 127, 79, 24, 'Male', 58.30687052, 1.8884242745485893, 0.063833442, 48, 16.350106412468058, 95, 'High Risk'),
(66578, 69, 14, '16:45.9', 36.107034381591404, 99.08910085284862, 136, 78, 45, 'Male', 86.21269455365689, 1.741419217619769, 0.13873349515421005, 58, 28.429194407710856, 97.33333333333333, 'Low Risk'),
(66579, 73, 17, '15:45.9', 37.148128349263764, 96.84996500945282, 123, 70, 73, 'Male', 70.24636601027518, 1.9431748201046741, 0.092883171, 53, 18.60373368166939, 87.66666666666666, 'Low Risk'),
(66580, 74, 19, '14:45.9', 36.47721119791368, 97.14070609404116, 110, 74, 74, 'Male', 95.76242001499564, 1.5907227641732904, 0.13067105898442427, 36, 37.844791800803854, 86, 'High Risk'),
(66581, 67, 19, '13:45.9', 36.24706040255714, 95.58075418837701, 122, 80, 73, 'Male', 57.237464744487646, 1.870801770016961, 0.14822575062863977, 42, 16.354032058726954, 94, 'High Risk'),
(66582, 89, 16, '12:45.9', 36.844690803680734, 97.35901757749221, 114, 85, 73, 'Female', 56.63782541323429, 1.6345366361834064, 0.10387811071970209, 29, 21.199091628470796, 94.66666666666667, 'Low Risk'),
(66583, 98, 12, '11:45.9', 36.04744981185436, 99.07546268, 112, 79, 37, 'Female', 79.88648878026768, 1.5564239431796436, 0.082785444, 33, 32.977484655659566, 90, 'High Risk'),
(66584, 91, 18, '10:45.9', 36.99135468350535, 98.45239911294624, 111, 85, 44, 'Female', 93.05364906752283, 1.5879370583234338, 0.082590992, 26, 36.903439056788194, 93.66666666666667, 'High Risk'),
(66585, 65, 17, '09:45.9', 36.72257076165952, 95.52637232745845, 126, 81, 64, 'Male', 98.56331475051749, 1.566151972450997, 0.064899296, 45, 40.18347555718555, 96, 'High Risk'),
(66586, 80, 14, '08:45.9', 36.659722477148456, 96.76183348651409, 126, 89, 72, 'Male', 87.92593573152584, 1.6550925970338297, 0.08961847, 37, 32.09758862, 101.33333333333333, 'High Risk'),
(66587, 96, 12, '07:45.9', 37.179126221005255, 95.13079842170826, 122, 82, 75, 'Male', 98.91427369086182, 1.7645569593757182, 0.11942086941585635, 40, 31.76783385850065, 95.33333333333333, 'High Risk'),
(66588, 74, 13, '06:45.9', 37.01609006890551, 95.03816655, 127, 87, 52, 'Female', 91.12492615423996, 1.9155363426450376, 0.10429641625898767, 40, 24.834555844296382, 100.33333333333333, 'Low Risk'),
(66589, 86, 19, '05:45.9', 36.438604876143906, 95.28139164, 127, 88, 62, 'Male', 87.59142962002511, 1.7140877244713844, 0.12952469309294815, 39, 29.81230291352314, 101, 'Low Risk'),
(66590, 86, 15, '04:45.9', 36.46897389454032, 96.28980563786595, 139, 72, 50, 'Male', 84.52746445950041, 1.741960804, 0.056730905267301394, 67, 27.856149479373315, 94.33333333333333, 'Low Risk'),
(66591, 76, 16, '03:45.9', 36.446654040986026, 95.90175522575487, 136, 71, 44, 'Female', 99.83332570658817, 1.7138797598104036, 0.056092864, 65, 33.98715709196849, 92.66666666666666, 'High Risk'),
(66592, 72, 12, '02:45.9', 36.57615376525414, 96.85399036567003, 117, 88, 56, 'Male', 82.49326987476053, 1.922148859521351, 0.066175187, 29, 22.327725384232426, 97.66666666666667, 'Low Risk'),
(66593, 82, 18, '01:45.9', 36.94465619303224, 95.99290617314497, 126, 70, 30, 'Male', 62.290646380971644, 1.7192021108319584, 0.14007176167088445, 56, 21.07506710285856, 88.66666666666666, 'Low Risk'),
(66594, 99, 18, '00:45.9', 37.03559862889369, 96.40624874064218, 134, 71, 48, 'Male', 53.803568211547564, 1.904627984212841, 0.12599689139630466, 63, 14.831693997024752, 92, 'High Risk'),
(66595, 98, 15, '59:45.9', 36.021515492324205, 98.96770106248806, 121, 82, 28, 'Male', 88.34389021751672, 1.6121848791349744, 0.055415867519984945, 39, 33.98966094362024, 95, 'High Risk'),
(66596, 69, 18, '58:45.9', 36.40495827511032, 96.65244895054327, 113, 87, 32, 'Female', 71.11398065776703, 1.8328803876895376, 0.1124760215796349, 26, 21.16833700274164, 95.66666666666667, 'Low Risk'),
(66597, 75, 12, '57:45.9', 37.00654257954735, 98.39652351544335, 127, 73, 26, 'Male', 66.18910973875104, 1.7183464409100444, 0.12012988434362609, 54, 22.416359570409675, 91, 'Low Risk'),
(66598, 99, 15, '56:45.9', 36.712926648373475, 97.60004953633612, 137, 88, 59, 'Male', 94.31312069684344, 1.8245930200882594, 0.1486348014335645, 49, 28.329577461032777, 104.33333333333333, 'High Risk'),
(66599, 61, 15, '55:45.9', 37.14908752435402, 96.56016075, 139, 87, 19, 'Male', 64.12130981282247, 1.688275506048411, 0.1442527351027519, 52, 22.496540917186262, 104.33333333333333, 'Low Risk'),
(66600, 73, 15, '54:45.9', 37.29542749034286, 99.75919323851114, 133, 86, 48, 'Female', 58.01879670610992, 1.8051288035777184, 0.077740899, 47, 17.805424215056046, 101.66666666666667, 'High Risk'),
(66601, 64, 19, '53:45.9', 36.43494892149634, 99.02230077673234, 128, 83, 88, 'Male', 92.95863112070889, 1.7867634028397452, 0.1493838407203903, 45, 29.117603159877685, 98, 'Low Risk'),
(66602, 74, 13, '52:45.9', 37.38046133574975, 98.24511656901535, 119, 89, 87, 'Male', 90.76602056, 1.828728819918228, 0.053235995, 30, 27.14092698562892, 99, 'Low Risk'),
(66603, 83, 13, '51:45.9', 36.36646421043929, 98.49393561269277, 127, 83, 75, 'Male', 56.95610205178526, 1.613342086102456, 0.050399246, 44, 21.88201611, 97.66666666666667, 'Low Risk'),
(66604, 78, 17, '50:45.9', 36.71594874127741, 97.66943287715576, 129, 89, 18, 'Male', 89.12124859, 1.920220767584433, 0.12546591824787823, 40, 24.17012729175345, 102.33333333333333, 'Low Risk'),
(66605, 90, 16, '49:45.9', 36.00883217163798, 99.50120231825221, 111, 81, 33, 'Male', 62.75077195791543, 1.848064555982661, 0.061688630481701846, 30, 18.373199778358163, 91, 'High Risk'),
(66606, 92, 12, '48:45.9', 37.3098368, 95.95677705328403, 121, 81, 56, 'Male', 68.85988322, 1.503857809631616, 0.11422301184334642, 40, 30.447576542069946, 94.33333333333333, 'High Risk'),
(66607, 94, 19, '47:45.9', 37.48537528, 97.22420858573062, 110, 82, 46, 'Male', 53.095116830266534, 1.7713170764267894, 0.1486791461507663, 28, 16.922400210973127, 91.33333333333333, 'High Risk'),
(66608, 69, 14, '46:45.9', 37.264747510995136, 95.62464256949082, 131, 80, 74, 'Female', 52.485677654706436, 1.6240167269377535, 0.13411424737539374, 51, 19.900308671725828, 97, 'Low Risk'),
(66609, 65, 17, '45:45.9', 36.41583175996868, 99.00073975098476, 126, 83, 48, 'Female', 60.52454688, 1.6717003769982846, 0.14224766762074834, 43, 21.657816309506003, 97.33333333333333, 'Low Risk'),
(66610, 70, 17, '44:45.9', 37.225140830805174, 99.65128166731807, 129, 83, 46, 'Male', 84.30990398814816, 1.7288783571008375, 0.11237200999309525, 46, 28.206533729693724, 98.33333333333333, 'Low Risk'),
(66611, 95, 14, '43:45.9', 37.12704430685764, 96.33548806882757, 112, 73, 49, 'Male', 50.85357358122585, 1.6634702441578622, 0.14400701193604276, 39, 18.377710405685228, 86, 'High Risk'),
(66612, 75, 13, '42:45.9', 36.012999063083285, 98.17280853032854, 127, 87, 43, 'Female', 93.57567358576148, 1.6516590649619165, 0.095469034, 40, 34.30221395, 100.33333333333333, 'High Risk'),
(66613, 69, 19, '41:45.9', 36.69581735246917, 97.68120325404219, 118, 82, 57, 'Female', 99.98755298894702, 1.9605759272037018, 0.088540627, 36, 26.01229126173855, 94, 'Low Risk'),
(66614, 61, 14, '40:45.9', 36.57852984325591, 95.89057447182854, 134, 89, 69, 'Male', 88.27866627076297, 1.6699913795129067, 0.06199836, 45, 31.653905719522733, 104, 'High Risk'),
(66615, 78, 12, '39:45.9', 36.273702458399235, 96.15572124842551, 115, 85, 45, 'Female', 78.90025273503977, 1.705641823277793, 0.079299286, 30, 27.120814054933582, 95, 'Low Risk'),
(66616, 68, 18, '38:45.9', 37.005813035388016, 98.96588564956126, 129, 83, 87, 'Female', 51.22187107, 1.5645051119099749, 0.13210404034847953, 46, 20.926734559518675, 98.33333333333333, 'Low Risk'),
(66617, 67, 13, '37:45.9', 36.58431954744759, 99.95263769, 133, 87, 41, 'Male', 60.61785843, 1.890757513447317, 0.11039565811041582, 46, 16.95621519, 102.33333333333333, 'High Risk'),
(66618, 97, 14, '36:45.9', 36.51571646743326, 99.70538190217555, 122, 71, 25, 'Male', 70.87480937244787, 1.6032829225115224, 0.13975068570592447, 51, 27.57220954805119, 88, 'High Risk'),
(66619, 75, 14, '35:45.9', 36.71714291, 97.75882102634334, 110, 89, 45, 'Male', 50.077818984464294, 1.8708822971458765, 0.12582053994563386, 21, 14.30712840198758, 96, 'High Risk'),
(66620, 60, 14, '34:45.9', 37.13899132997558, 95.26253129803561, 111, 79, 56, 'Female', 80.15726248527764, 1.595622853560179, 0.070952114, 32, 31.48345464584532, 89.66666666666667, 'High Risk'),
(66621, 68, 18, '33:45.9', 37.076191608597675, 95.65101280422647, 133, 83, 85, 'Female', 87.97682046665972, 1.884685769053833, 0.1336559060161161, 50, 24.767966962302438, 99.66666666666666, 'Low Risk'),
(66622, 98, 18, '32:45.9', 36.72480808259769, 99.96166618577399, 124, 77, 33, 'Male', 52.33473032607121, 1.5936812595272478, 0.10529256996143443, 47, 20.60568513231951, 92.66666666666667, 'High Risk'),
(66623, 94, 17, '31:45.9', 36.06472444772254, 99.87400113513331, 116, 74, 30, 'Female', 59.553577882232815, 1.7126408566882647, 0.063327953, 42, 20.303703265399747, 88, 'High Risk'),
(66624, 90, 14, '30:45.9', 37.188067849549554, 99.03460079492368, 118, 85, 76, 'Male', 56.763658277184874, 1.8631244879485005, 0.11815263415572522, 33, 16.352593042847502, 96, 'High Risk'),
(66625, 61, 16, '29:45.9', 37.10086923174181, 95.32167452768019, 133, 71, 60, 'Female', 96.36819040122387, 1.728837512689016, 0.12844221662339017, 62, 32.24225059530537, 91.66666666666666, 'High Risk'),
(66626, 95, 16, '28:45.9', 36.94364314363074, 96.01520036448028, 116, 81, 68, 'Female', 93.22368147, 1.8539004248298867, 0.06581522, 35, 27.12398163034701, 92.66666666666667, 'High Risk'),
(66627, 74, 14, '27:45.9', 37.40847571494935, 96.90800260615087, 122, 74, 83, 'Male', 89.93408005, 1.6632588749319415, 0.11478195146156804, 48, 32.50907389204608, 90, 'High Risk'),
(66628, 73, 15, '26:45.9', 37.08684999270848, 95.36635251479969, 123, 84, 71, 'Male', 87.13921933209755, 1.798606759308653, 0.13946825712053307, 39, 26.936503568950442, 97, 'Low Risk'),
(66629, 69, 14, '25:45.9', 36.084880037216934, 98.81842266727674, 113, 75, 66, 'Female', 92.09009053612283, 1.586955161055005, 0.14727032455736278, 38, 36.566516369316055, 87.66666666666667, 'High Risk'),
(66630, 97, 14, '24:45.9', 37.00918693346457, 96.22930853203752, 128, 71, 45, 'Male', 85.69395499216687, 1.527021425881591, 0.085276187, 57, 36.75021850218913, 90, 'High Risk'),
(66631, 92, 13, '23:45.9', 37.010660580390535, 97.91281203909305, 120, 86, 87, 'Female', 95.99183418536258, 1.5668032536453018, 0.087264783, 34, 39.102575267048834, 97.33333333333333, 'High Risk'),
(66632, 91, 18, '22:45.9', 37.11192616435333, 95.58499835140644, 119, 78, 24, 'Female', 95.83294067, 1.9540013975775823, 0.052842509892504476, 41, 25.099500272882608, 91.66666666666667, 'High Risk'),
(66633, 60, 13, '21:45.9', 36.19357043520646, 97.11216269831078, 121, 72, 20, 'Male', 92.85834774276992, 1.8302306270181146, 0.082634582, 49, 27.721026931602985, 88.33333333333333, 'Low Risk'),
(66634, 74, 17, '20:45.9', 37.286889501848655, 96.78592014450359, 137, 80, 80, 'Female', 97.56039462255958, 1.869302289408405, 0.10247318361269286, 57, 27.919939481069964, 99, 'Low Risk'),
(66635, 81, 15, '19:45.9', 36.48238780570651, 97.95829916321314, 132, 84, 40, 'Male', 93.13075248633162, 1.5381091344988724, 0.12169409437801981, 48, 39.36577531174338, 100, 'High Risk'),
(66636, 83, 17, '18:45.9', 37.45815799633587, 98.54873361211172, 128, 89, 48, 'Male', 96.2361777, 1.944131599568186, 0.11782674133232802, 39, 25.461679484269617, 102, 'Low Risk'),
(66637, 67, 16, '17:45.9', 37.497676403904066, 98.69930945123255, 132, 75, 53, 'Male', 90.97701569482638, 1.7562140712474106, 0.089361477, 57, 29.496927558324717, 94, 'Low Risk'),
(66638, 75, 19, '16:45.9', 36.59349179984533, 95.04781032175126, 120, 75, 31, 'Male', 98.55012554976946, 1.8669467416732726, 0.1432434199597299, 45, 28.27439519193573, 90, 'Low Risk'),
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(66816, 60, 17, '18:45.9', 37.251862085416164, 98.10202277589921, 138, 84, 37, 'Female', 87.70047754660274, 1.804078658606115, 0.089150104, 54, 26.945796160101967, 102, 'Low Risk'),
(66817, 95, 14, '17:45.9', 36.79043976126884, 96.56086792058969, 127, 79, 66, 'Female', 79.33938587, 1.9144745046092484, 0.11303816569882753, 48, 21.64659841098979, 95, 'High Risk'),
(66818, 92, 19, '16:45.9', 37.40631271330963, 95.03646931383655, 117, 89, 81, 'Male', 52.041023868326576, 1.993226423759696, 0.080591325, 28, 13.098831653977692, 98.33333333333333, 'High Risk'),
(66819, 62, 17, '15:45.9', 37.180946565330196, 97.08342392031709, 120, 82, 64, 'Female', 51.680638771339574, 1.5782830005447586, 0.12564554600445682, 38, 20.747134157991187, 94.66666666666667, 'Low Risk'),
(66820, 91, 15, '14:45.9', 36.532671935259515, 98.35758364, 136, 87, 62, 'Male', 55.39047184906269, 1.6747315358941892, 0.095454049, 49, 19.748979911668293, 103.33333333333333, 'High Risk'),
(66821, 81, 12, '13:45.9', 37.090138589971936, 95.71655754226808, 138, 71, 50, 'Female', 67.33580196303016, 1.5677204884743814, 0.1495441611767775, 67, 27.39736329, 93.33333333333333, 'Low Risk'),
(66822, 87, 12, '12:45.9', 36.05217556645841, 96.58548115727004, 136, 79, 31, 'Male', 62.888162827165786, 1.8713608459687867, 0.12165363438529084, 57, 17.957828949260957, 98, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(66823, 66, 12, '11:45.9', 37.066848873679874, 97.29695294571302, 117, 73, 62, 'Female', 96.40159764, 1.5538322716515962, 0.056231640082091375, 44, 39.927852932105864, 87.66666666666667, 'High Risk'),
(66824, 98, 18, '10:45.9', 36.573801490890034, 96.84112740695168, 128, 75, 88, 'Male', 81.26980625872393, 1.6605077570323674, 0.10817561909628548, 53, 29.47456518099694, 92.66666666666666, 'High Risk'),
(66825, 98, 17, '09:45.9', 36.49111920927605, 99.84881290478121, 110, 73, 71, 'Male', 68.32821341563806, 1.5146060684082063, 0.083192042, 37, 29.785210948929365, 85.33333333333333, 'High Risk'),
(66826, 86, 13, '08:45.9', 36.741714673278715, 98.40419484573593, 133, 84, 29, 'Female', 52.66188063206982, 1.8502689872230325, 0.096255095, 49, 15.382489424269705, 100.33333333333333, 'High Risk'),
(66827, 83, 17, '07:45.9', 36.41201087562648, 99.46639961205777, 119, 72, 76, 'Female', 91.34164403056243, 1.9888143615135436, 0.10594563581854935, 47, 23.092998601177044, 87.66666666666667, 'Low Risk'),
(66828, 61, 12, '06:45.9', 37.238416993904316, 98.04927059697496, 121, 72, 26, 'Female', 95.5990908, 1.5179811069070213, 0.070899774, 49, 41.48785956588636, 88.33333333333333, 'High Risk'),
(66829, 77, 17, '05:45.9', 36.95807551109693, 95.82703152, 124, 89, 83, 'Female', 63.34111402263604, 1.7682683679643887, 0.1389978084155199, 35, 20.25766296252376, 100.66666666666667, 'Low Risk'),
(66830, 96, 19, '04:45.9', 37.08727899348611, 95.68249564724887, 129, 83, 76, 'Female', 84.01805074938582, 1.8539295029142107, 0.14731937549193735, 46, 24.444782083467175, 98.33333333333333, 'High Risk'),
(66831, 81, 18, '03:45.9', 36.98952321465863, 98.13470858300931, 134, 81, 61, 'Male', 58.71768375126143, 1.5632667619494884, 0.14997555191340795, 53, 24.02717587944631, 98.66666666666666, 'Low Risk'),
(66832, 90, 14, '02:45.9', 37.30341261352245, 97.47637020427263, 123, 88, 39, 'Female', 88.96192010442337, 1.7477198247039682, 0.12667418868179975, 35, 29.124637111115568, 99.66666666666667, 'Low Risk'),
(66833, 93, 14, '01:45.9', 37.36549193324056, 96.65414518960529, 124, 80, 25, 'Female', 60.02111871406143, 1.522827670584192, 0.11482812274100941, 44, 25.88228211585552, 94.66666666666667, 'High Risk'),
(66834, 95, 13, '00:45.9', 37.146927130822064, 97.50860103686578, 139, 77, 49, 'Female', 54.05062557992697, 1.9395384606945894, 0.090578162, 62, 14.368251883739315, 97.66666666666666, 'High Risk'),
(66835, 99, 13, '59:45.9', 36.07980627264157, 99.33079758103841, 139, 80, 30, 'Female', 64.61606126776643, 1.9807334503435872, 0.11172881428174083, 59, 16.469803200666476, 99.66666666666666, 'High Risk'),
(66836, 65, 18, '58:45.9', 37.43012158794104, 95.66758406159363, 125, 78, 83, 'Male', 82.44932205838498, 1.516783745480229, 0.098331915, 47, 35.83766926198244, 93.66666666666667, 'High Risk'),
(66837, 64, 16, '57:45.9', 36.08518774754455, 99.57215482718955, 124, 77, 65, 'Female', 74.77500495997131, 1.7052150464645324, 0.052841211, 47, 25.71568742615407, 92.66666666666667, 'Low Risk'),
(66838, 74, 12, '56:45.9', 36.80679709300056, 95.27791534061215, 123, 72, 69, 'Male', 58.382786330916495, 1.9282113570820734, 0.084918821, 51, 15.702743798694623, 89, 'High Risk'),
(66839, 97, 12, '55:45.9', 37.10426800381949, 97.72674915612765, 110, 85, 24, 'Female', 76.26826281330338, 1.7614830597697928, 0.12755994694033956, 25, 24.58028491678921, 93.33333333333333, 'High Risk'),
(66840, 84, 17, '54:45.9', 36.71389771439555, 99.75843636006579, 130, 81, 50, 'Female', 73.80250900456257, 1.586444961635008, 0.1260951150998995, 49, 29.323857940777298, 97.33333333333333, 'Low Risk'),
(66841, 86, 16, '53:45.9', 36.130243139566346, 95.71274980554495, 122, 74, 40, 'Female', 98.73945837418967, 1.6710349773625988, 0.10057810948179385, 48, 35.36060278335549, 90, 'High Risk'),
(66842, 82, 17, '52:45.9', 37.43526773126891, 95.45083999482291, 118, 79, 79, 'Female', 95.54917197595654, 1.7856645215651543, 0.080709388, 39, 29.965890482675803, 92, 'Low Risk'),
(66843, 88, 17, '51:45.9', 36.15016442591858, 97.07367989844202, 127, 84, 79, 'Male', 52.28746013971917, 1.9396249653018116, 0.13702534723540027, 43, 13.898310686064146, 98.33333333333333, 'High Risk'),
(66844, 61, 14, '50:45.9', 37.32848923549256, 97.31631757486007, 126, 82, 47, 'Female', 91.90136468, 1.743513031305947, 0.075717063, 44, 30.23232620864238, 96.66666666666667, 'High Risk'),
(66845, 70, 18, '49:45.9', 36.91170873361886, 99.55875900216849, 112, 80, 18, 'Female', 81.38716710062418, 1.886287391416873, 0.13955845595359995, 32, 22.873899487003275, 90.66666666666667, 'Low Risk'),
(66846, 74, 16, '48:45.9', 36.926706165216075, 98.94184942, 135, 79, 86, 'Female', 86.39558049598996, 1.9058189537681631, 0.089939518, 56, 23.786374017541615, 97.66666666666666, 'Low Risk'),
(66847, 94, 17, '47:45.9', 36.83345621811749, 98.19331359789489, 122, 71, 79, 'Female', 58.47559497067263, 1.898311867, 0.083643948, 51, 16.227048125865412, 88, 'High Risk'),
(66848, 91, 12, '46:45.9', 36.96232870587283, 98.80279723766164, 121, 82, 80, 'Female', 50.42686996868753, 1.8990600623855234, 0.069434798, 39, 13.982493009880422, 95, 'High Risk'),
(66849, 94, 17, '45:45.9', 37.21793790090365, 99.85944805823438, 124, 83, 24, 'Female', 89.32214896, 1.9987877114073567, 0.077477997, 41, 22.357632928094272, 96.66666666666667, 'High Risk'),
(66850, 89, 12, '44:45.9', 37.221394529886524, 96.40440447556176, 124, 70, 45, 'Male', 55.10700939131882, 1.849833826081659, 0.11086950108993159, 54, 16.104283582371707, 88, 'High Risk'),
(66851, 75, 16, '43:45.9', 36.55938762390895, 99.82072537933482, 138, 88, 83, 'Female', 57.56771616, 1.5746519689530079, 0.097825384, 50, 23.21719982321004, 104.66666666666666, 'Low Risk'),
(66852, 80, 16, '42:45.9', 37.00792995715849, 98.68398126756755, 136, 78, 56, 'Male', 81.63312422442277, 1.5292366451247348, 0.11097807917710736, 58, 34.90736161297825, 97.33333333333333, 'High Risk'),
(66853, 72, 16, '41:45.9', 36.74784533113037, 96.19453827880974, 129, 77, 30, 'Female', 94.00330956474366, 1.617226819397955, 0.061022235871506694, 52, 35.94192008978342, 94.33333333333333, 'High Risk'),
(66854, 81, 14, '40:45.9', 37.00963986362295, 95.0256065, 125, 83, 41, 'Female', 52.29698022732241, 1.778638937230839, 0.061235343, 42, 16.531072145931137, 97, 'High Risk'),
(66855, 86, 15, '39:45.9', 36.722033748393315, 95.80496592642484, 135, 72, 35, 'Female', 79.85915085725682, 1.8697010272724341, 0.065411707, 63, 22.84443149623162, 93, 'Low Risk'),
(66856, 80, 17, '38:45.9', 37.00821178239594, 99.46768318687829, 115, 84, 72, 'Male', 52.41338421363358, 1.709401431912602, 0.088439306, 31, 17.937176236034375, 94.33333333333333, 'High Risk'),
(66857, 74, 14, '37:45.9', 36.81830718, 95.96189815036333, 115, 73, 79, 'Male', 85.74706720067397, 1.8105020524114535, 0.14584896356319443, 42, 26.159005662995096, 87, 'Low Risk'),
(66858, 89, 12, '36:45.9', 36.42760082374227, 95.23698926532457, 135, 86, 39, 'Male', 74.48906768649151, 1.7463411761229188, 0.083747948, 49, 24.424987512048265, 102.33333333333333, 'Low Risk'),
(66859, 79, 16, '35:45.9', 36.88216146610043, 99.30025825967218, 118, 75, 85, 'Female', 93.67580678, 1.5349664340168787, 0.098809118, 43, 39.75847118, 89.33333333333333, 'High Risk'),
(66860, 67, 14, '34:45.9', 36.54353069246317, 99.65887791554957, 114, 74, 48, 'Female', 58.47857728293897, 1.546771133797159, 0.11501980048134995, 40, 24.44244693773427, 87.33333333333333, 'Low Risk'),
(66861, 92, 12, '33:45.9', 37.073903882838344, 99.24152316, 135, 79, 88, 'Male', 93.38343838866953, 1.7989170464599642, 0.07700504, 56, 28.856761253119277, 97.66666666666666, 'High Risk'),
(66862, 94, 14, '32:45.9', 36.45714405854959, 98.87104854416934, 115, 75, 26, 'Male', 64.45786499516156, 1.6812344200734999, 0.10510768193424855, 40, 22.804437849446327, 88.33333333333333, 'High Risk'),
(66863, 60, 13, '31:45.9', 36.72228189259165, 96.53312044435481, 137, 77, 59, 'Female', 85.61460338, 1.9479139031444848, 0.050335629, 60, 22.563597001459822, 97, 'Low Risk'),
(66864, 74, 13, '30:45.9', 36.078171681328215, 97.67250870974193, 129, 88, 75, 'Female', 89.06640127407931, 1.6731367079096704, 0.061504311, 41, 31.81640087080701, 101.66666666666667, 'High Risk'),
(66865, 73, 12, '29:45.9', 36.58954874, 97.72802547281725, 112, 72, 76, 'Male', 71.03844284887742, 1.5475081308805292, 0.1191487128249146, 40, 29.663852575323443, 85.33333333333333, 'Low Risk'),
(66866, 69, 18, '28:45.9', 37.32387956826997, 97.44117662486163, 118, 76, 25, 'Female', 98.24085673931185, 1.818511564958508, 0.071399884, 42, 29.70708279025055, 90, 'Low Risk'),
(66867, 70, 16, '27:45.9', 36.38791165, 95.15522109122642, 115, 71, 47, 'Female', 98.25160445657168, 1.618034951201599, 0.061144449177533526, 44, 37.52872880691915, 85.66666666666667, 'High Risk'),
(66868, 86, 13, '26:45.9', 37.453226848597154, 99.96282020507495, 117, 80, 21, 'Male', 96.07579586, 1.8430982916547225, 0.10527886120818553, 37, 28.28244801468793, 92.33333333333333, 'Low Risk'),
(66869, 86, 19, '25:45.9', 36.312202887903084, 98.07661888498906, 118, 73, 32, 'Female', 75.94116126583076, 1.5134681916989612, 0.12641069855628345, 45, 33.15359578311683, 88, 'High Risk'),
(66870, 73, 19, '24:45.9', 36.28162577876933, 96.29985647, 113, 79, 76, 'Female', 53.82241005212733, 1.5262516807071727, 0.14328501068548033, 34, 23.10525842046997, 90.33333333333333, 'Low Risk'),
(66871, 98, 12, '23:45.9', 36.79234359299744, 96.27636774275838, 128, 85, 20, 'Male', 82.66149664106717, 1.5029660897291914, 0.11053443082369252, 43, 36.59358007825917, 99.33333333333333, 'High Risk'),
(66872, 75, 18, '22:45.9', 36.65929227478266, 97.16148269870313, 128, 78, 25, 'Female', 85.43804259466398, 1.8305166636897798, 0.13307123713037972, 50, 25.497870820960514, 94.66666666666666, 'Low Risk'),
(66873, 98, 18, '21:45.9', 36.58777028885117, 97.00565250684349, 138, 70, 74, 'Female', 68.11543321811966, 1.661495395393754, 0.12258935467875999, 68, 24.674436258428777, 92.66666666666666, 'High Risk'),
(66874, 85, 17, '20:45.9', 36.797786831449386, 98.84676129678945, 133, 75, 73, 'Male', 93.4768491, 1.692515680051787, 0.062636008, 58, 32.63162212295512, 94.33333333333333, 'High Risk'),
(66875, 77, 19, '19:45.9', 36.99106137532072, 99.85109663487361, 113, 86, 26, 'Male', 67.98176313997516, 1.981036614028482, 0.12680296029628846, 27, 17.322374330576878, 95, 'High Risk'),
(66876, 94, 19, '18:45.9', 37.320808971937076, 95.33533159, 114, 83, 33, 'Male', 98.54420428, 1.8111253169129877, 0.054747378906357516, 31, 30.042362642752472, 93.33333333333333, 'High Risk'),
(66877, 98, 12, '17:45.9', 36.535754388613796, 98.32453978407888, 116, 78, 18, 'Male', 55.237850171083814, 1.977936620480913, 0.086137908, 38, 14.119262910306503, 90.66666666666667, 'High Risk'),
(66878, 86, 13, '16:45.9', 36.892068575321574, 95.33716632, 135, 85, 49, 'Male', 60.22566480029781, 1.7264239341721423, 0.11470851826785748, 50, 20.206295796422207, 101.66666666666666, 'Low Risk'),
(66879, 79, 18, '15:45.9', 36.80771685224186, 96.07113701882578, 133, 82, 34, 'Male', 96.40363040302253, 1.5679177801250719, 0.12777879316132434, 51, 39.214512372656124, 99, 'High Risk'),
(66880, 78, 15, '14:45.9', 36.71827947132555, 98.34525889794935, 119, 73, 33, 'Female', 66.70776624367824, 1.7690941951089376, 0.064281898, 46, 21.314467313377534, 88.33333333333333, 'Low Risk'),
(66881, 70, 19, '13:45.9', 36.20426567922257, 96.03718806295852, 128, 74, 65, 'Female', 50.31831890752944, 1.9621662055632725, 0.13047957530288473, 54, 13.069366596334337, 92, 'High Risk'),
(66882, 64, 18, '12:45.9', 36.98702851952713, 97.71813182884331, 111, 70, 89, 'Male', 73.17064162721401, 1.656768309379063, 0.075651772, 41, 26.657124833612432, 83.66666666666667, 'Low Risk'),
(66883, 80, 13, '11:45.9', 37.20158237008918, 98.43219974858161, 126, 80, 85, 'Male', 53.88445118846623, 1.9956440277042224, 0.13918402837012453, 46, 13.529984855151604, 95.33333333333333, 'High Risk'),
(66884, 71, 16, '10:45.9', 36.92955482678331, 98.65347885025965, 126, 71, 70, 'Female', 57.43694876816721, 1.9082603832982055, 0.061732695, 55, 15.773064978499367, 89.33333333333333, 'High Risk'),
(66885, 97, 14, '09:45.9', 37.47953192929843, 96.30101993611926, 133, 84, 27, 'Male', 93.39758065597258, 1.8163448515422655, 0.14714566245282712, 49, 28.30994411568766, 100.33333333333333, 'High Risk'),
(66886, 91, 19, '08:45.9', 36.56517859046604, 97.04558179, 120, 81, 85, 'Male', 51.02310836772786, 1.6175974104786026, 0.12906698136358508, 39, 19.499614545372513, 94, 'High Risk'),
(66887, 94, 14, '07:45.9', 37.17346799080942, 95.97225064294636, 136, 87, 85, 'Male', 70.08244691583026, 1.654722133894495, 0.11788361467195785, 49, 25.59523400424878, 103.33333333333333, 'High Risk'),
(66888, 99, 13, '06:45.9', 36.48993479884306, 98.67986564565598, 132, 75, 68, 'Female', 64.21964609081189, 1.8164788721012768, 0.13124140218422894, 57, 19.462884535735647, 94, 'High Risk'),
(66889, 94, 15, '05:45.9', 37.174735921731326, 99.77553082594476, 130, 81, 40, 'Male', 91.12155743527902, 1.712594371555498, 0.14263249495542613, 49, 31.067915070850592, 97.33333333333333, 'High Risk'),
(66890, 79, 18, '04:45.9', 36.28475651347427, 98.47960082, 133, 82, 73, 'Female', 91.60757092732152, 1.7344241683431807, 0.055233668, 51, 30.45234450950503, 99, 'High Risk'),
(66891, 67, 14, '03:45.9', 36.070517009374974, 99.15936989190071, 129, 76, 63, 'Male', 73.51009053732676, 1.5084915878024137, 0.094851579, 53, 32.30436230132356, 93.66666666666666, 'High Risk'),
(66892, 66, 12, '02:45.9', 36.78519225908521, 97.32732879285022, 128, 72, 27, 'Male', 63.948522683580016, 1.8112143951060404, 0.10497142276684446, 56, 19.493543593879263, 90.66666666666666, 'Low Risk'),
(66893, 61, 18, '01:45.9', 36.12507131014161, 97.45187962261134, 126, 82, 25, 'Male', 87.52957499297653, 1.6471190698781843, 0.055945163591597326, 44, 32.263006007365064, 96.66666666666667, 'High Risk'),
(66894, 64, 17, '00:45.9', 36.52457781632499, 97.98095984938912, 133, 77, 42, 'Female', 97.75684260092868, 1.915200792913064, 0.11546109301182425, 56, 26.65130873826906, 95.66666666666666, 'Low Risk'),
(66895, 99, 12, '59:45.9', 37.36152338799169, 97.11658131182769, 116, 72, 76, 'Male', 90.75761520230719, 1.8243233072674165, 0.076488713, 44, 27.26964362077215, 86.66666666666667, 'High Risk'),
(66896, 81, 15, '58:45.9', 36.67777109945238, 99.86640529619098, 118, 86, 67, 'Female', 55.117154075294735, 1.9504503421406283, 0.061557533, 32, 14.488285302781463, 96.66666666666667, 'High Risk'),
(66897, 77, 17, '57:45.9', 36.45179895852604, 95.87844164, 133, 76, 49, 'Female', 51.143709356390424, 1.945680080837668, 0.10995531659002622, 57, 13.509813628163156, 95, 'High Risk'),
(66898, 72, 13, '56:45.9', 36.34824611452175, 97.88051965558661, 127, 79, 62, 'Male', 54.68931137, 1.919602704411113, 0.086198118, 48, 14.841566717137116, 95, 'High Risk'),
(66899, 88, 14, '55:45.9', 36.95812635, 96.04402469516296, 133, 83, 80, 'Male', 74.77293013428746, 1.9397096360177053, 0.10805315939813917, 50, 19.873344141706227, 99.66666666666666, 'Low Risk'),
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(67077, 90, 18, '57:45.9', 36.815732874187105, 96.78287276390496, 118, 79, 73, 'Male', 56.42745518763529, 1.9628488114816032, 0.051458598739599015, 39, 14.645923651999695, 92, 'High Risk'),
(67078, 91, 18, '56:45.9', 37.26250178376898, 99.10545141, 139, 80, 27, 'Male', 79.57015356303594, 1.9873536519660977, 0.089248205, 59, 20.146512693408177, 99.66666666666666, 'High Risk'),
(67079, 65, 14, '55:45.9', 37.238529521610346, 96.89684881232999, 115, 73, 72, 'Male', 60.26923136563555, 1.900368938224231, 0.078554159, 42, 16.688596194484695, 87, 'High Risk'),
(67080, 74, 16, '54:45.9', 37.38102273170001, 98.85850198534254, 123, 76, 87, 'Male', 68.99204327695949, 1.6776182955447634, 0.10838916067640719, 47, 24.513916347106065, 91.66666666666667, 'Low Risk'),
(67081, 65, 17, '53:45.9', 37.20794311922829, 99.94049105092421, 135, 85, 70, 'Female', 56.556444053280245, 1.7650312385276625, 0.074710457, 50, 18.154207845246795, 101.66666666666666, 'High Risk'),
(67082, 79, 13, '52:45.9', 36.90096142418065, 97.72373549247556, 122, 72, 72, 'Male', 66.41910415325958, 1.8335236134427146, 0.10203158579327919, 50, 19.756954453268285, 88.66666666666666, 'Low Risk'),
(67083, 80, 12, '51:45.9', 36.312890013874764, 96.38543363733645, 115, 86, 56, 'Female', 59.37080230558511, 1.6310399330898777, 0.059769735287199935, 29, 22.317406790707047, 95.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(67085, 71, 18, '49:45.9', 36.78711644470728, 95.30910639798813, 116, 79, 43, 'Male', 64.32587215, 1.6293947812829819, 0.10599423946313483, 37, 24.228863387829698, 91.33333333333333, 'Low Risk'),
(67086, 79, 14, '48:45.9', 36.844716859320776, 96.91721306849345, 138, 70, 87, 'Female', 92.36063682263602, 1.9328210936282215, 0.056544988708370436, 68, 24.72313871135967, 92.66666666666666, 'Low Risk'),
(67087, 81, 16, '47:45.9', 36.49042446185919, 97.71220270684022, 110, 79, 78, 'Female', 84.3223766, 1.6788193699234952, 0.10271688669702748, 31, 29.91816105307669, 89.33333333333333, 'Low Risk'),
(67088, 87, 19, '46:45.9', 37.48202459, 95.86325043688568, 131, 84, 43, 'Male', 63.08460775662123, 1.5818178522603956, 0.13262053110434824, 47, 25.212183641124387, 99.66666666666667, 'Low Risk'),
(67089, 88, 17, '45:45.9', 36.58525234488864, 98.68110618777563, 124, 82, 58, 'Male', 73.31137354776178, 1.8811816162811197, 0.084457332, 42, 20.716190903936393, 96, 'Low Risk'),
(67090, 63, 16, '44:45.9', 37.36328802874711, 95.76472726588085, 113, 82, 67, 'Female', 87.06182179911676, 1.9204487653257707, 0.066392231, 31, 23.605994413598392, 92.33333333333333, 'Low Risk'),
(67091, 82, 19, '43:45.9', 36.69038176908558, 95.70950217897791, 114, 84, 78, 'Male', 61.14054012511084, 1.7391756626968933, 0.078645085, 30, 20.21353971651612, 94, 'Low Risk'),
(67092, 66, 12, '42:45.9', 37.10517481574189, 98.38714036960252, 117, 76, 73, 'Female', 88.29597910119942, 1.5709436598278776, 0.12264114833635152, 41, 35.77830047869921, 89.66666666666667, 'High Risk'),
(67093, 66, 12, '41:45.9', 37.153661412091665, 98.64362743019352, 137, 89, 53, 'Male', 65.82292150708588, 1.6355771229110017, 0.12672243046616122, 48, 24.605664581281914, 105, 'Low Risk'),
(67094, 63, 19, '40:45.9', 37.015806960086564, 97.53794613, 116, 77, 36, 'Female', 64.90387989, 1.799094605629282, 0.1263442392007179, 39, 20.052229038879204, 90, 'Low Risk'),
(67095, 66, 13, '39:45.9', 37.04736012449372, 98.94124072832714, 121, 70, 19, 'Female', 56.58302351419451, 1.8006287737218525, 0.064760247, 51, 17.45170160420355, 87, 'High Risk'),
(67096, 94, 14, '38:45.9', 36.18849795229125, 99.24854071938661, 123, 78, 79, 'Male', 77.63023451978016, 1.9110364127360713, 0.14957036916233357, 45, 21.25655955518058, 93, 'High Risk'),
(67097, 76, 17, '37:45.9', 37.415523197815986, 95.92883856185027, 114, 89, 52, 'Male', 56.28141781888924, 1.9524205261026815, 0.13330005859054547, 25, 14.764484894765758, 97.33333333333333, 'High Risk'),
(67098, 76, 16, '36:45.9', 37.45358614942422, 96.81785685, 111, 84, 81, 'Male', 80.79913928546173, 1.6989605233779432, 0.087541283, 27, 27.992401508311573, 93, 'Low Risk'),
(67099, 74, 12, '35:45.9', 36.27673515669362, 95.85018919580094, 132, 83, 42, 'Male', 99.73976083668205, 1.6254773125353836, 0.13106783059134403, 49, 37.74909097840829, 99.33333333333333, 'High Risk'),
(67100, 61, 17, '34:45.9', 37.31462495308349, 99.33925834542181, 132, 72, 22, 'Female', 83.72607834483742, 1.8901606145030032, 0.11760166814378258, 60, 23.43491220018293, 92, 'Low Risk'),
(67101, 77, 14, '33:45.9', 36.99658788533539, 99.31737400802069, 127, 73, 83, 'Female', 66.09343776627912, 1.5264325375236811, 0.084349577, 54, 28.36632745049625, 91, 'Low Risk'),
(67102, 73, 15, '32:45.9', 36.68173628, 96.90210951782811, 117, 73, 30, 'Female', 88.19631247925308, 1.7055714505106694, 0.084003008, 44, 30.318701131055356, 87.66666666666667, 'High Risk'),
(67103, 72, 14, '31:45.9', 36.15791661603575, 97.58388369751371, 115, 71, 70, 'Female', 83.55069473147651, 1.9895264397325132, 0.145748142, 44, 21.108172532324335, 85.66666666666667, 'Low Risk'),
(67104, 98, 16, '30:45.9', 36.34081601997586, 99.07759682954463, 132, 75, 64, 'Male', 68.64596961091864, 1.6331784330510586, 0.1319282483355978, 57, 25.736398428020873, 94, 'High Risk'),
(67105, 99, 14, '29:45.9', 37.35344895635435, 96.04376106081746, 121, 71, 47, 'Female', 95.47333344845097, 1.8237293776187025, 0.10041203894172221, 50, 28.705247660535655, 87.66666666666666, 'High Risk'),
(67106, 63, 12, '28:45.9', 36.13497016665242, 95.85056863605033, 135, 70, 46, 'Female', 57.89909616084663, 1.8444112266803774, 0.11755129614447242, 65, 17.019871235640363, 91.66666666666666, 'High Risk'),
(67107, 89, 15, '27:45.9', 36.70203913256034, 98.74803027492794, 120, 74, 57, 'Male', 56.74161878657708, 1.8161632799814273, 0.078431735, 46, 17.202514806843304, 89.33333333333333, 'High Risk'),
(67108, 93, 19, '26:45.9', 36.796828938583474, 95.25112381190976, 134, 84, 37, 'Male', 58.87576028687842, 1.614459799913859, 0.10078973721755244, 50, 22.58822251579496, 100.66666666666666, 'High Risk'),
(67109, 83, 16, '25:45.9', 37.03794894572616, 99.89810019976409, 112, 82, 70, 'Female', 72.33716077147317, 1.816983238238817, 0.13889133371552997, 30, 21.910869733467543, 92, 'Low Risk'),
(67110, 62, 15, '24:45.9', 36.96942355179178, 98.24168428434353, 121, 87, 81, 'Male', 50.788820921285314, 1.991312264, 0.1261203911272873, 34, 12.808238146024918, 98.33333333333333, 'High Risk'),
(67111, 92, 16, '23:45.9', 37.42293869521471, 95.63135316634592, 133, 84, 19, 'Male', 60.77151886124224, 1.9681144343716135, 0.1276411694723909, 49, 15.68914936963494, 100.33333333333333, 'High Risk'),
(67112, 92, 14, '22:45.9', 37.328595757580125, 95.51520838750832, 114, 81, 69, 'Female', 86.74838765557243, 1.9495360129999304, 0.089266531, 33, 22.824374641160357, 92, 'High Risk'),
(67113, 73, 16, '21:45.9', 36.60616607387203, 99.47879851845717, 113, 89, 20, 'Male', 56.89337607186005, 1.6223593553370774, 0.075540551, 24, 21.615614715606867, 97, 'Low Risk'),
(67114, 86, 16, '20:45.9', 36.09436964800566, 99.97086550034305, 132, 86, 83, 'Male', 51.59452902, 1.745894477, 0.050659559, 46, 16.92651966655397, 101.33333333333333, 'High Risk'),
(67115, 68, 17, '19:45.9', 36.887527510009924, 95.41083561875038, 130, 80, 40, 'Male', 85.75423523893144, 1.8500195843468128, 0.12547274551642085, 50, 25.05549149925834, 96.66666666666666, 'Low Risk'),
(67116, 60, 17, '18:45.9', 36.739221144108704, 99.00668514917793, 125, 81, 61, 'Female', 53.736153073099565, 1.8336837442356237, 0.10526503672891238, 44, 15.981506013117482, 95.66666666666667, 'High Risk'),
(67117, 62, 19, '17:45.9', 36.50828685641754, 95.72560760539929, 114, 78, 19, 'Female', 74.71024002559524, 1.9587736865041963, 0.11467285058388288, 36, 19.47204700439032, 90, 'Low Risk'),
(67118, 87, 19, '16:45.9', 36.54562448627337, 99.82996759572765, 110, 81, 81, 'Female', 63.39270999422688, 1.9969793483624354, 0.05860531, 29, 15.896157993758637, 90.66666666666667, 'High Risk'),
(67119, 71, 12, '15:45.9', 36.409093335999934, 98.01762292770157, 130, 84, 44, 'Male', 58.33414554531641, 1.9734729158389037, 0.097977263, 46, 14.97823016505708, 99.33333333333333, 'High Risk'),
(67120, 89, 19, '14:45.9', 37.247417735031085, 96.64474747548847, 125, 84, 35, 'Male', 57.32597682710145, 1.620559591222986, 0.14981086211241001, 41, 21.82837734117764, 97.66666666666667, 'Low Risk'),
(67121, 80, 17, '13:45.9', 37.261615786848566, 99.41182331667916, 130, 71, 67, 'Female', 81.86739917764625, 1.6755558478200032, 0.054105939, 59, 29.160379919079915, 90.66666666666666, 'Low Risk'),
(67122, 61, 16, '12:45.9', 36.93423538653811, 96.20344843744869, 127, 86, 50, 'Female', 59.48206269609095, 1.8815205905420092, 0.13210716366629843, 41, 16.80227426992739, 99.66666666666667, 'High Risk'),
(67123, 78, 15, '11:45.9', 37.344159005287864, 95.81047774017411, 116, 77, 89, 'Male', 83.41828051738887, 1.5623157318258318, 0.098722451, 39, 34.17618813185197, 90, 'High Risk'),
(67124, 73, 17, '10:45.9', 36.499350859776186, 95.42592841685709, 137, 87, 84, 'Male', 94.15796122, 1.9534725052664752, 0.088284097, 50, 24.674163617766542, 103.66666666666666, 'Low Risk'),
(67125, 70, 14, '09:45.9', 37.287945687660084, 96.50564781787642, 131, 71, 79, 'Male', 83.96040384424822, 1.7178168764894046, 0.10944502900420297, 60, 28.452523364243863, 91, 'Low Risk'),
(67126, 93, 14, '08:45.9', 36.39041275143062, 95.44502990342455, 134, 84, 61, 'Male', 82.53250814245337, 1.8346161535852308, 0.077533682, 50, 24.52079899022714, 100.66666666666666, 'High Risk'),
(67127, 74, 19, '07:45.9', 37.18848989808878, 95.98503802821843, 133, 77, 32, 'Female', 73.76887616850098, 1.8702021770298014, 0.080254806, 56, 21.090945567418224, 95.66666666666666, 'Low Risk'),
(67128, 84, 14, '06:45.9', 37.16562835288783, 95.75158134434184, 139, 84, 21, 'Female', 79.63981505226995, 1.5470628951964904, 0.096238945, 55, 33.27471179366113, 102.33333333333333, 'High Risk'),
(67129, 86, 12, '05:45.9', 36.21107991909575, 96.46758084766994, 112, 80, 18, 'Female', 54.183209056959065, 1.7135336572803403, 0.081138601, 32, 18.453529543109656, 90.66666666666667, 'High Risk'),
(67130, 60, 17, '04:45.9', 37.36480476186097, 95.30068579947819, 118, 81, 67, 'Male', 53.16767052523703, 1.8410702712961893, 0.055377589425185836, 37, 15.685808263996599, 93.33333333333333, 'High Risk'),
(67131, 89, 17, '03:45.9', 36.034182982462546, 98.54248442, 124, 72, 37, 'Male', 59.94842477915742, 1.5538145435301454, 0.12313920696939648, 52, 24.830153924109794, 89.33333333333333, 'Low Risk'),
(67132, 63, 18, '02:45.9', 37.35176888992853, 96.33533271004524, 119, 87, 67, 'Male', 87.43705119840298, 1.8567517004139085, 0.065694767, 32, 25.362253672912587, 97.66666666666667, 'Low Risk'),
(67133, 83, 16, '01:45.9', 37.19491292679185, 97.49682360197042, 137, 79, 83, 'Male', 57.49837705180637, 1.779492202, 0.10428161428570856, 58, 18.157807510041508, 98.33333333333333, 'High Risk'),
(67134, 71, 12, '00:45.9', 37.20098816617518, 99.29064109529214, 110, 85, 26, 'Male', 61.74220533733973, 1.9980482127546568, 0.079302908, 25, 15.465722405000307, 93.33333333333333, 'High Risk'),
(67135, 70, 15, '59:45.9', 36.64682884022789, 98.75407130954979, 137, 77, 86, 'Female', 74.34602958569604, 1.542436765757287, 0.14434510630629066, 60, 31.249497847952806, 97, 'High Risk'),
(67136, 83, 16, '58:45.9', 36.57741338, 96.39855554533197, 131, 73, 50, 'Female', 72.38742422074657, 1.8822501425249965, 0.13615126414874562, 58, 20.431885488531034, 92.33333333333333, 'Low Risk'),
(67137, 63, 17, '57:45.9', 36.88629866551419, 96.34174987600126, 126, 75, 49, 'Female', 79.56838358979657, 1.7700048213256974, 0.1392753412592576, 51, 25.397539058663504, 92, 'Low Risk'),
(67138, 90, 12, '56:45.9', 37.46784176098619, 95.97940819124786, 132, 74, 34, 'Male', 59.250044195114526, 1.7172277791802788, 0.12881900997454454, 58, 20.092448689902525, 93.33333333333333, 'Low Risk'),
(67139, 62, 17, '55:45.9', 36.04453877, 98.15478497459453, 131, 85, 23, 'Male', 51.79360262969798, 1.9261955268242457, 0.12132844782020889, 46, 13.959677349365496, 100.33333333333333, 'High Risk'),
(67140, 78, 15, '54:45.9', 36.20526992515433, 99.14649269595205, 119, 77, 32, 'Male', 80.97841794551321, 1.9759520352031437, 0.064268186, 42, 20.740369601588146, 91, 'Low Risk'),
(67141, 61, 18, '53:45.9', 36.176181190946444, 98.14842579162509, 116, 73, 35, 'Male', 67.46735874834219, 1.691421392624262, 0.060054828, 43, 23.58251233238386, 87.33333333333333, 'Low Risk'),
(67142, 74, 15, '52:45.9', 36.55097193482668, 96.74703836388183, 121, 88, 66, 'Female', 95.58088466, 1.847846296026192, 0.10686655, 33, 27.992349917463983, 99, 'Low Risk'),
(67143, 77, 18, '51:45.9', 37.43929693894647, 95.00930944557531, 121, 82, 81, 'Female', 91.41544622838842, 1.629795973314587, 0.12482450748532088, 39, 34.415422267363006, 95, 'High Risk'),
(67144, 88, 12, '50:45.9', 36.97871528778625, 95.50304219573795, 120, 88, 71, 'Male', 51.926222587050624, 1.9579233916397918, 0.061458844795422365, 32, 13.545509357867804, 98.66666666666667, 'High Risk'),
(67145, 96, 13, '49:45.9', 36.810457497222686, 96.18646209865712, 123, 72, 31, 'Male', 63.817814095081694, 1.6043790449289934, 0.1190653894013629, 51, 24.792936189102438, 89, 'High Risk'),
(67146, 64, 15, '48:45.9', 37.24536880431395, 99.47221063846521, 128, 88, 86, 'Male', 99.60175985028306, 1.9888752017965452, 0.11722849754982467, 40, 25.179780874036197, 101.33333333333333, 'Low Risk'),
(67147, 68, 13, '47:45.9', 36.68027286726174, 99.77703758, 112, 82, 77, 'Male', 85.94291827568863, 1.7663097173351878, 0.1088346203612283, 30, 27.54713136598291, 92, 'Low Risk'),
(67148, 75, 14, '46:45.9', 36.86548914415626, 99.40781230990557, 114, 79, 54, 'Male', 89.57474961033657, 1.810808245435008, 0.059406798494697516, 35, 27.317482662286952, 90.66666666666667, 'Low Risk'),
(67149, 91, 16, '45:45.9', 37.48893526490849, 99.32627918, 130, 72, 59, 'Male', 57.03019331435902, 1.9464594799578259, 0.063953003, 58, 15.052689700983182, 91.33333333333333, 'High Risk'),
(67150, 73, 19, '44:45.9', 36.40975036177177, 95.37032590400948, 137, 78, 18, 'Male', 77.45764771058025, 1.9598869083736759, 0.068502498, 59, 20.165188220346373, 97.66666666666666, 'Low Risk'),
(67151, 94, 16, '43:45.9', 36.84779888272306, 95.26370013860195, 139, 83, 60, 'Male', 57.25340596211855, 1.5018541725878947, 0.10087162178499062, 56, 25.383166391980343, 101.66666666666666, 'High Risk'),
(67152, 66, 14, '42:45.9', 37.17110276398609, 96.57868367749508, 120, 71, 81, 'Female', 60.64043694056132, 1.5499330288698572, 0.086683246, 49, 25.242737766843018, 87.33333333333333, 'Low Risk'),
(67153, 99, 19, '41:45.9', 36.33816350917585, 95.84282976, 137, 73, 85, 'Female', 66.86179754404237, 1.997514045424363, 0.062111061, 64, 16.757080838229857, 94.33333333333333, 'High Risk'),
(67154, 76, 18, '40:45.9', 36.868256228420954, 98.84142928608179, 131, 76, 87, 'Male', 83.38238039720503, 1.6729472630904612, 0.070697176, 55, 29.792694800306492, 94.33333333333333, 'Low Risk'),
(67155, 91, 15, '39:45.9', 36.46226483, 98.02159535351953, 128, 70, 56, 'Male', 88.84329297887278, 1.8069390273920993, 0.086380501, 58, 27.210570729264745, 89.33333333333333, 'High Risk'),
(67156, 97, 14, '38:45.9', 36.04403587554813, 96.18006948343026, 133, 78, 24, 'Female', 74.47954190223815, 1.8791250519537641, 0.12244239438246472, 55, 21.09238217868743, 96.33333333333333, 'High Risk'),
(67157, 95, 19, '37:45.9', 36.61212423711991, 99.67041521040134, 132, 83, 38, 'Female', 72.05682538185694, 1.7542165048951404, 0.1312439477221198, 49, 23.415785913104447, 99.33333333333333, 'High Risk'),
(67158, 87, 15, '36:45.9', 36.55547708936653, 97.65429333842177, 139, 81, 83, 'Female', 61.65492146515462, 1.7543302280024085, 0.14621225488505873, 58, 20.032956859435245, 100.33333333333333, 'Low Risk'),
(67159, 70, 13, '35:45.9', 36.96963741466942, 98.52023163455557, 136, 89, 43, 'Female', 73.22577583480805, 1.5796735440929788, 0.14760201221544222, 47, 29.344674208022212, 104.66666666666667, 'Low Risk'),
(67160, 76, 17, '34:45.9', 36.858407787436555, 96.84742378757541, 115, 73, 51, 'Male', 69.55638540962309, 1.5343136770404178, 0.06878724, 42, 29.54668025619321, 87, 'Low Risk'),
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(67339, 66, 16, '35:45.9', 36.663998802947724, 95.64303596663146, 125, 74, 68, 'Female', 73.94241343649662, 1.6075827904451014, 0.10606228997855285, 51, 28.611914918778318, 91, 'Low Risk'),
(67340, 79, 18, '34:45.9', 36.051144677064045, 95.90325031, 129, 77, 81, 'Male', 96.25647560023431, 1.5739427178101102, 0.14282476442438952, 52, 38.85546502108727, 94.33333333333333, 'High Risk'),
(67341, 77, 12, '33:45.9', 36.59917932487496, 95.94905286, 122, 78, 62, 'Female', 57.14473826253552, 1.877081835939832, 0.06379682, 44, 16.21846819799972, 92.66666666666667, 'High Risk'),
(67342, 94, 12, '32:45.9', 36.87034135591546, 96.66057735326821, 136, 83, 50, 'Female', 83.39974109300438, 1.5673725171645772, 0.11627137561655267, 53, 33.94847323645401, 100.66666666666666, 'High Risk'),
(67343, 77, 15, '31:45.9', 36.34927133406642, 96.48772010188766, 126, 73, 27, 'Male', 99.22828412028568, 1.961847967826214, 0.094043624, 53, 25.78129828, 90.66666666666666, 'Low Risk'),
(67344, 62, 18, '30:45.9', 36.930039823874864, 99.69094513411903, 132, 85, 27, 'Female', 53.69406293183421, 1.8687397024333978, 0.11669486474068318, 47, 15.37547857438977, 100.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(67346, 81, 13, '28:45.9', 36.657697980178604, 96.99597045142417, 122, 86, 89, 'Female', 60.53326671, 1.6371606984738027, 0.076722193, 36, 22.584552543960427, 98, 'Low Risk'),
(67347, 69, 13, '27:45.9', 36.676565830635425, 98.13833052, 113, 70, 82, 'Female', 62.14706225882847, 1.7846722768386678, 0.080206304, 43, 19.512083656551138, 84.33333333333333, 'Low Risk'),
(67348, 69, 18, '26:45.9', 37.42693152010228, 96.67618377385065, 129, 88, 73, 'Male', 84.97699010175981, 1.6452735985058409, 0.11748973395381825, 41, 31.392441011719836, 101.66666666666667, 'High Risk'),
(67349, 95, 19, '25:45.9', 36.21063220738614, 98.29020346394479, 131, 87, 23, 'Female', 85.93964365380702, 1.9819495591455907, 0.059682852, 44, 21.878037060584607, 101.66666666666667, 'High Risk'),
(67350, 97, 19, '24:45.9', 37.46572065374882, 98.96237081282516, 121, 84, 78, 'Female', 64.34129173310518, 1.7819050326719097, 0.082270408, 37, 20.263789568163286, 96.33333333333333, 'High Risk'),
(67351, 65, 16, '23:45.9', 36.75096294640523, 99.85801698513431, 115, 83, 78, 'Male', 89.62040302795958, 1.9441985713317542, 0.11950735443624134, 32, 23.70967785938899, 93.66666666666667, 'Low Risk'),
(67352, 75, 13, '22:45.9', 37.32257868965601, 97.14660635394736, 127, 80, 87, 'Female', 93.19907612, 1.9152663173800892, 0.092133546, 47, 25.406992835731977, 95.66666666666667, 'Low Risk'),
(67353, 87, 16, '21:45.9', 36.12018349136217, 96.24818221108373, 134, 77, 50, 'Male', 77.12024045120768, 1.818896595340614, 0.1201015636883944, 57, 23.310541107288337, 96, 'Low Risk'),
(67354, 64, 19, '20:45.9', 36.54323872602003, 97.52226888998976, 127, 74, 52, 'Male', 79.08732858387184, 1.8131454523142545, 0.085144642, 53, 24.057008193877184, 91.66666666666666, 'Low Risk'),
(67355, 75, 17, '19:45.9', 36.55276550569054, 96.94924289983771, 132, 81, 54, 'Male', 87.47840296453168, 1.5777372855574003, 0.13823574588428006, 51, 35.14240405037894, 98, 'High Risk'),
(67356, 74, 15, '18:45.9', 37.36762475557178, 96.02577670833922, 121, 84, 26, 'Male', 96.18780347100937, 1.9429081442994351, 0.12490302215226322, 37, 25.480941445180374, 96.33333333333333, 'Low Risk'),
(67357, 76, 18, '17:45.9', 37.303050929553635, 97.35631363207116, 112, 87, 79, 'Male', 89.23385264439415, 1.8741317091899523, 0.10080726685211093, 25, 25.40559827015399, 95.33333333333333, 'Low Risk'),
(67358, 97, 15, '16:45.9', 36.36119738746571, 96.12317538085318, 111, 72, 26, 'Female', 69.52642531600262, 1.8259064176082855, 0.12517751537042698, 39, 20.854168135521494, 85, 'High Risk'),
(67359, 88, 12, '15:45.9', 37.29535607153578, 98.12666704398086, 134, 85, 48, 'Female', 62.23162992431565, 1.8732234083082449, 0.062854925, 49, 17.73503391994295, 101.33333333333333, 'High Risk'),
(67360, 81, 12, '14:45.9', 37.19280675359913, 95.35287583134442, 128, 87, 79, 'Male', 74.09641183869478, 1.9916222942773532, 0.10345415659054938, 41, 18.680273016633944, 100.66666666666667, 'Low Risk'),
(67361, 76, 18, '13:45.9', 36.391085, 96.09279604294012, 128, 72, 76, 'Female', 60.97613034790899, 1.8804458232512806, 0.083542434, 56, 17.244007715391387, 90.66666666666666, 'High Risk'),
(67362, 89, 16, '12:45.9', 36.22030340651051, 98.34140748911163, 138, 73, 25, 'Male', 91.54284447, 1.7987876511851508, 0.10279801680335421, 65, 28.29206245132462, 94.66666666666666, 'Low Risk'),
(67363, 77, 15, '11:45.9', 37.16295218105801, 98.70204662, 123, 78, 29, 'Female', 60.77690715683804, 1.5553655628128304, 0.071729251, 45, 25.123123752378707, 93, 'Low Risk'),
(67364, 67, 18, '10:45.9', 36.93311481243376, 96.13534754032308, 131, 80, 25, 'Male', 83.03478015887414, 1.9180081413260603, 0.087491371, 51, 22.571433803851296, 97, 'Low Risk'),
(67365, 90, 13, '09:45.9', 37.015963198359465, 96.64013846424528, 133, 73, 89, 'Female', 62.88725445662878, 1.746316631905715, 0.12845714087817367, 60, 20.62132914066483, 93, 'Low Risk'),
(67366, 80, 19, '08:45.9', 36.459159078382406, 98.19255057465382, 113, 89, 22, 'Male', 87.07164084877914, 1.8119446818531544, 0.055343766, 24, 26.52081459449171, 97, 'Low Risk'),
(67367, 63, 13, '07:45.9', 36.09735057336254, 96.95250086, 127, 89, 85, 'Male', 82.06763940130456, 1.710087452954027, 0.10888625297640467, 38, 28.06307781057905, 101.66666666666667, 'Low Risk'),
(67368, 63, 17, '06:45.9', 36.39100400910953, 97.92579921179636, 134, 70, 38, 'Female', 66.33225069, 1.749076716273035, 0.14836371856097513, 64, 21.682383241898364, 91.33333333333333, 'Low Risk'),
(67369, 85, 14, '05:45.9', 36.109534961080065, 98.40102697377799, 138, 71, 50, 'Female', 81.18613006632671, 1.5755784014873364, 0.1187834308071118, 67, 32.70406992784821, 93.33333333333333, 'High Risk'),
(67370, 80, 16, '04:45.9', 36.04279361752754, 97.16572460635089, 134, 84, 40, 'Male', 52.95789089644734, 1.6003817180647424, 0.10263311009216357, 50, 20.676809065126687, 100.66666666666666, 'Low Risk'),
(67371, 96, 15, '03:45.9', 36.642824486647235, 97.7059588, 135, 78, 46, 'Male', 82.87973190334576, 1.6818324547801469, 0.12597518730725693, 57, 29.30102950212817, 97, 'High Risk'),
(67372, 85, 13, '02:45.9', 37.27952003327693, 98.13070541461944, 114, 83, 19, 'Female', 75.11226161113737, 1.9498907847350007, 0.069953343, 31, 19.755601858601622, 93.33333333333333, 'Low Risk'),
(67373, 70, 12, '01:45.9', 36.97611451096754, 97.5322566, 120, 85, 61, 'Female', 82.41948134251984, 1.6598033163284753, 0.073078018, 35, 29.916902168982844, 96.66666666666667, 'Low Risk'),
(67374, 67, 16, '00:45.9', 37.16921034314308, 96.28491098309166, 114, 80, 61, 'Female', 61.166163895099615, 1.8362505038957584, 0.060868411, 34, 18.140422096660846, 91.33333333333333, 'High Risk'),
(67375, 84, 18, '59:45.9', 36.02771807426836, 97.15030417922459, 121, 82, 55, 'Male', 91.71457084336592, 1.838266262958704, 0.10362923573571614, 39, 27.140728746995936, 95, 'Low Risk'),
(67376, 88, 17, '58:45.9', 36.749254372981824, 95.83797418411528, 121, 72, 54, 'Male', 82.24266050294118, 1.7236515751751043, 0.081033847, 49, 27.682046247908268, 88.33333333333333, 'Low Risk'),
(67377, 92, 19, '57:45.9', 37.35322697, 99.65651146, 129, 70, 71, 'Female', 60.757635247539824, 1.8274368007496649, 0.12999283999872757, 59, 18.19349473469253, 89.66666666666666, 'High Risk'),
(67378, 69, 14, '56:45.9', 36.40310675071682, 99.91359799451429, 110, 79, 52, 'Female', 84.25544607, 1.747846392922931, 0.085133641, 31, 27.57982187794185, 89.33333333333333, 'Low Risk'),
(67379, 71, 14, '55:45.9', 37.11169537843848, 96.69159424563912, 136, 84, 32, 'Male', 61.90825106775142, 1.8987547894111811, 0.11973575061436821, 52, 17.171600283833303, 101.33333333333333, 'High Risk'),
(67380, 80, 15, '54:45.9', 37.066839524457656, 96.47143074991124, 116, 73, 23, 'Female', 86.92067221100523, 1.887043977836399, 0.13211643917675808, 43, 24.409508412427456, 87.33333333333333, 'Low Risk'),
(67381, 84, 12, '53:45.9', 37.24491776627312, 99.32176688299458, 112, 80, 45, 'Female', 82.77219049829807, 1.5843445810752994, 0.14549837946455074, 32, 32.975027245352244, 90.66666666666667, 'High Risk'),
(67382, 98, 12, '52:45.9', 36.96393549879678, 98.28333715313116, 122, 75, 55, 'Female', 76.02617316142671, 1.6346312875765645, 0.081468816, 47, 28.452702043771673, 90.66666666666667, 'High Risk'),
(67383, 77, 19, '51:45.9', 36.210253398049055, 97.72352052412006, 136, 72, 57, 'Male', 65.66116337301493, 1.5936939006768158, 0.1156062000506512, 64, 25.852274115262308, 93.33333333333333, 'Low Risk'),
(67384, 77, 16, '50:45.9', 36.22246493149457, 98.64189547339753, 134, 84, 75, 'Female', 66.62749359435452, 1.6315434726008315, 0.1388367196633213, 50, 25.02973064570089, 100.66666666666666, 'Low Risk'),
(67385, 70, 16, '49:45.9', 37.08549944208847, 97.51169216663897, 139, 70, 40, 'Male', 70.15086914523825, 1.614056330707175, 0.091588306, 69, 26.927478079713026, 93, 'Low Risk'),
(67386, 95, 17, '48:45.9', 36.31863762545346, 97.15923739, 112, 84, 63, 'Male', 74.56147243, 1.5103874821187966, 0.14710360430725358, 28, 32.684189561134666, 93.33333333333333, 'High Risk'),
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(67388, 61, 13, '46:45.9', 36.89910489757065, 98.39159119258223, 137, 78, 26, 'Female', 96.26834981824712, 1.6783960405722147, 0.14917601627584126, 59, 34.17390712260684, 97.66666666666666, 'High Risk'),
(67389, 81, 13, '45:45.9', 37.38085819967631, 98.43516060064694, 120, 88, 62, 'Female', 65.50797666987476, 1.9311758380171895, 0.086644015, 32, 17.56509679972377, 98.66666666666667, 'High Risk'),
(67390, 80, 14, '44:45.9', 37.12638870600404, 98.58566973017679, 134, 85, 42, 'Male', 77.29264879591243, 1.7886586856377247, 0.077202116, 49, 24.159238384604055, 101.33333333333333, 'Low Risk'),
(67391, 60, 17, '43:45.9', 37.48720040796584, 96.69581941869924, 119, 89, 57, 'Female', 89.39271133794699, 1.6189141404066263, 0.12998754324228257, 30, 34.107860420439735, 99, 'High Risk'),
(67392, 67, 19, '42:45.9', 36.391839993764094, 98.29855269291049, 135, 75, 84, 'Female', 55.59703819263546, 1.7399916592690354, 0.11617181481796918, 60, 18.363578810903345, 95, 'High Risk'),
(67393, 76, 16, '41:45.9', 36.48970507927044, 98.87875647448199, 125, 87, 53, 'Female', 85.00242428322156, 1.962871269109953, 0.086051173, 38, 22.06214200313082, 99.66666666666667, 'Low Risk'),
(67394, 86, 12, '40:45.9', 36.219747010574906, 96.03971087350915, 130, 86, 67, 'Male', 60.15918806, 1.9788153703157803, 0.083432621, 44, 15.363544266425684, 100.66666666666667, 'High Risk'),
(67395, 86, 16, '39:45.9', 36.89901769419147, 98.24799799, 139, 71, 65, 'Male', 61.660509134869955, 1.5627416603405129, 0.071339041, 68, 25.248333990822623, 93.66666666666666, 'Low Risk'),
(67396, 84, 19, '38:45.9', 36.676850479105866, 98.29791695824566, 137, 89, 37, 'Male', 92.34886448761056, 1.9599638408651454, 0.1421868114829229, 48, 24.040054140205147, 105, 'Low Risk'),
(67397, 68, 14, '37:45.9', 36.592273295644326, 96.50088029500591, 119, 77, 62, 'Female', 50.01975879782164, 1.9414645644833122, 0.12137954127573473, 42, 13.270358535950294, 91, 'High Risk'),
(67398, 61, 17, '36:45.9', 36.27201202505328, 97.71305999856781, 121, 75, 51, 'Male', 94.64059328642345, 1.9738264911854013, 0.12103083555872897, 46, 24.291789397369605, 90.33333333333333, 'Low Risk'),
(67399, 65, 17, '35:45.9', 37.09762412586297, 97.53492192928213, 121, 88, 50, 'Female', 55.71971429079534, 1.6105126681346373, 0.070089708, 33, 21.482290754193205, 99, 'Low Risk'),
(67400, 99, 15, '34:45.9', 36.40467510044577, 98.25871761663618, 117, 73, 84, 'Female', 95.83077226604898, 1.6092734596014917, 0.098918412, 44, 37.003711832103626, 87.66666666666667, 'High Risk'),
(67401, 86, 12, '33:45.9', 36.95914012864862, 95.60183106, 125, 71, 88, 'Female', 53.93775914463171, 1.725552075047442, 0.098472499, 54, 18.114934123986718, 89, 'High Risk'),
(67402, 92, 18, '32:45.9', 36.02468220528091, 97.01000167464444, 124, 72, 38, 'Female', 87.84231411839698, 1.8682236614131689, 0.066341786, 52, 25.16784507, 89.33333333333333, 'High Risk'),
(67403, 91, 16, '31:45.9', 37.14598853632237, 98.91599892681775, 122, 82, 40, 'Female', 67.12700330615026, 1.8857073853693591, 0.067628078, 40, 18.87768156, 95.33333333333333, 'High Risk'),
(67404, 96, 14, '30:45.9', 36.20888415080405, 97.10493289285498, 110, 70, 26, 'Male', 79.09006864497029, 1.8156175320662133, 0.13070701298258502, 40, 23.99237368347227, 83.33333333333333, 'High Risk'),
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(67406, 72, 16, '28:45.9', 37.47318016150647, 98.04039158097744, 112, 79, 78, 'Male', 59.489164695297426, 1.7627260975852113, 0.101467849, 33, 19.145565656729886, 90, 'Low Risk'),
(67407, 91, 13, '27:45.9', 37.39024331412695, 97.62302090440954, 139, 79, 30, 'Male', 75.17218372595451, 1.8177907930076225, 0.1482269501710197, 60, 22.749369658743998, 99, 'High Risk'),
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(67409, 95, 13, '25:45.9', 36.32009222972222, 96.00989394243716, 127, 87, 82, 'Female', 71.84516841, 1.907475846972186, 0.13209705626856144, 40, 19.74601543417472, 100.33333333333333, 'High Risk'),
(67410, 77, 13, '24:45.9', 36.29434450100528, 98.30722843, 124, 89, 65, 'Female', 95.37042782200103, 1.5784888641076087, 0.115113866, 35, 38.276364889185324, 100.66666666666667, 'High Risk'),
(67411, 88, 14, '23:45.9', 36.544294871314136, 99.79405743043654, 128, 87, 36, 'Male', 66.18676054, 1.538890098338396, 0.12509103287752243, 41, 27.948333366173273, 100.66666666666667, 'Low Risk'),
(67412, 76, 12, '22:45.9', 36.47528104008318, 99.35923786496045, 118, 88, 25, 'Female', 62.792933233363925, 1.886612889933407, 0.052055379, 30, 17.64189268458556, 98, 'High Risk'),
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(67414, 77, 19, '20:45.9', 37.01216090641023, 99.49513474041666, 129, 76, 50, 'Male', 54.262282762533815, 1.789672542503847, 0.08702465, 53, 16.94146293382463, 93.66666666666666, 'High Risk'),
(67415, 68, 18, '19:45.9', 36.12762294, 99.76550039518712, 128, 73, 76, 'Male', 81.78457454933164, 1.5056817943068517, 0.087164102, 55, 36.07488873735742, 91.33333333333333, 'High Risk'),
(67416, 90, 12, '18:45.9', 36.38687761906735, 96.27816412948675, 112, 89, 20, 'Female', 66.11525312275839, 1.950847831566334, 0.13314071021172252, 23, 17.37220215646995, 96.66666666666667, 'High Risk'),
(67417, 74, 12, '17:45.9', 36.73170927208901, 99.14511088842886, 134, 85, 19, 'Male', 63.06123832220364, 1.8609489820230183, 0.11608383738063514, 49, 18.209312974860374, 101.33333333333333, 'High Risk'),
(67418, 60, 13, '16:45.9', 36.299392926471675, 97.35303671, 130, 85, 18, 'Female', 96.70390534589822, 1.892233338240905, 0.061489042, 45, 27.008137352864782, 100, 'Low Risk'),
(67419, 91, 17, '15:45.9', 36.12056288767867, 95.43349913479513, 137, 89, 52, 'Male', 91.69900253883844, 1.8847750811939443, 0.11204505267875557, 48, 25.813420080361393, 105, 'High Risk'),
(67420, 61, 17, '14:45.9', 36.41144189509704, 95.04424675916164, 116, 77, 76, 'Male', 92.58446428677044, 1.6522364492086483, 0.13998423204316912, 39, 33.915148312728846, 90, 'High Risk'),
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(67600, 76, 12, '14:45.9', 37.38910138711968, 96.70079003487467, 122, 78, 33, 'Female', 93.32580789927414, 1.685093708469942, 0.1375289701977458, 44, 32.866514082627035, 92.66666666666667, 'High Risk'),
(67601, 84, 12, '13:45.9', 37.15827935, 95.02498074886873, 116, 77, 30, 'Male', 55.36399803841206, 1.5645121764950933, 0.13347667668270685, 39, 22.61879942409266, 90, 'Low Risk'),
(67602, 74, 18, '12:45.9', 36.552940346027874, 97.64245710873891, 125, 89, 54, 'Female', 56.661858657233175, 1.7436866229984505, 0.084462567, 36, 18.636053340338055, 101, 'Low Risk'),
(67603, 97, 18, '11:45.9', 36.61601912773354, 95.74371238, 125, 81, 27, 'Male', 79.33857090641393, 1.9141620223073654, 0.082856044, 44, 21.653444074499745, 95.66666666666667, 'High Risk'),
(67604, 95, 19, '10:45.9', 36.696180043851896, 99.18703933073667, 135, 71, 43, 'Male', 66.12753041039585, 1.7098432086589752, 0.071515866, 64, 22.618808746767417, 92.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(67606, 73, 17, '08:45.9', 36.58339790653281, 97.98340240311092, 133, 73, 74, 'Female', 99.87908234959227, 1.669965877645252, 0.14707424277852096, 60, 35.81453764671744, 93, 'High Risk'),
(67607, 96, 14, '07:45.9', 37.493900977835935, 96.55014430575193, 134, 70, 70, 'Female', 91.40559750379447, 1.7940504004092455, 0.13167646131943694, 64, 28.39903041278756, 91.33333333333333, 'High Risk'),
(67608, 60, 13, '06:45.9', 37.09827723423576, 97.68581199, 131, 76, 83, 'Male', 57.87738410030751, 1.9837216492461918, 0.075540454, 55, 14.707790258864769, 94.33333333333333, 'High Risk'),
(67609, 64, 15, '05:45.9', 36.51057488322293, 98.64077148815656, 120, 80, 79, 'Male', 72.10535898493113, 1.7641140864132088, 0.11705479575440611, 40, 23.169369078768803, 93.33333333333333, 'Low Risk'),
(67610, 64, 15, '04:45.9', 37.43629264123844, 95.09847702458417, 125, 77, 23, 'Male', 80.38156087085358, 1.5403978289265958, 0.12449340386586029, 48, 33.87588418996633, 93, 'High Risk'),
(67611, 87, 14, '03:45.9', 36.21088038159394, 98.65213513935232, 126, 73, 67, 'Female', 75.89228428679925, 1.982431286801207, 0.065875332, 53, 19.31084769647033, 90.66666666666666, 'Low Risk'),
(67612, 86, 15, '02:45.9', 37.36722462451824, 96.97208739912155, 138, 76, 76, 'Male', 52.037311556000695, 1.5668359738726358, 0.071394702, 62, 21.196677038521305, 96.66666666666666, 'Low Risk'),
(67613, 95, 19, '01:45.9', 36.65909385701566, 96.83947001893584, 113, 83, 50, 'Male', 51.87130967881409, 1.5983664418781816, 0.09896588, 30, 20.303668206622767, 93, 'High Risk'),
(67614, 87, 16, '00:45.9', 36.035227683811385, 95.16497834, 117, 85, 79, 'Female', 54.03132612980424, 1.5184902490880803, 0.052175270335815205, 32, 23.43266112464693, 95.66666666666667, 'Low Risk'),
(67615, 91, 19, '59:45.9', 37.48740297, 95.10719144, 128, 80, 33, 'Male', 60.41484763984473, 1.9007497917495904, 0.122957938, 48, 16.72221417218328, 96, 'High Risk'),
(67616, 84, 17, '58:45.9', 36.41982236, 98.43941177, 123, 85, 29, 'Male', 68.93544463126105, 1.9713172546588946, 0.10593663786611834, 38, 17.73901637545185, 97.66666666666667, 'High Risk'),
(67617, 70, 18, '57:45.9', 37.32148195408564, 99.73265156059786, 135, 88, 72, 'Female', 59.084046183867386, 1.846354511132053, 0.052301422925412094, 47, 17.33165539033066, 103.66666666666667, 'High Risk'),
(67618, 97, 12, '56:45.9', 36.98746783249256, 98.13840735432817, 113, 88, 52, 'Female', 75.18683569230978, 1.8157522948170863, 0.065723985, 25, 22.804922679743253, 96.33333333333333, 'High Risk'),
(67619, 91, 19, '55:45.9', 37.16059640009179, 98.56648141461508, 128, 80, 87, 'Female', 79.85990602410175, 1.5880578467277147, 0.10586523948493003, 48, 31.666215191889293, 96, 'High Risk'),
(67620, 95, 17, '54:45.9', 36.171737717703785, 97.37553638, 125, 85, 57, 'Female', 71.38207324667495, 1.8323365955934312, 0.076424796, 40, 21.260753228387234, 98.33333333333333, 'High Risk'),
(67621, 74, 12, '53:45.9', 36.54959624219193, 95.98816176536866, 117, 72, 88, 'Male', 70.52511824, 1.9872376932684126, 0.097309118, 45, 17.858467620716727, 87, 'High Risk'),
(67622, 77, 15, '52:45.9', 36.459316503390106, 98.40123122071891, 125, 76, 40, 'Male', 74.69253707957208, 1.8649888178545753, 0.10809575275812026, 49, 21.474583377707624, 92.33333333333333, 'Low Risk'),
(67623, 87, 14, '51:45.9', 37.08312527026703, 96.8473333, 124, 75, 68, 'Male', 67.04835072140443, 1.8551330397677352, 0.10711328228658544, 49, 19.482199170500213, 91.33333333333333, 'Low Risk'),
(67624, 61, 13, '50:45.9', 36.21645300195696, 96.30535984, 124, 83, 38, 'Male', 81.50006013683841, 1.8928872852712786, 0.064019271, 41, 22.74617735741384, 96.66666666666667, 'Low Risk'),
(67625, 73, 18, '49:45.9', 37.387697570249266, 99.89270071113961, 124, 83, 70, 'Female', 72.98069570676854, 1.535418984, 0.060439087, 41, 30.95666639140442, 96.66666666666667, 'High Risk'),
(67626, 82, 15, '48:45.9', 36.40324817277069, 99.77350542417956, 124, 81, 18, 'Male', 95.32573775689555, 1.8536236235087011, 0.11459586939203795, 43, 27.743871464111812, 95.33333333333333, 'Low Risk'),
(67627, 87, 13, '47:45.9', 36.24672598026422, 95.44877509524295, 135, 78, 42, 'Male', 79.21943567, 1.827739947, 0.056358742, 57, 23.71389739404555, 97, 'Low Risk'),
(67628, 94, 17, '46:45.9', 36.42806865775237, 95.76996588876119, 136, 89, 69, 'Male', 93.48372964497047, 1.7696698982863242, 0.1203449727875507, 47, 29.850492670032416, 104.66666666666667, 'High Risk'),
(67629, 87, 16, '45:45.9', 37.092391312516234, 95.62825672944132, 135, 86, 21, 'Male', 66.55062793375338, 1.6112803979161003, 0.097483025, 49, 25.63361812621186, 102.33333333333333, 'Low Risk'),
(67630, 92, 19, '44:45.9', 36.385085155684216, 97.06835661441913, 116, 80, 39, 'Male', 97.10004993357958, 1.6419692931914824, 0.064313168, 36, 36.01549525322264, 92, 'High Risk'),
(67631, 85, 14, '43:45.9', 36.12682304483653, 95.50537124585831, 124, 84, 43, 'Male', 74.54648217288685, 1.5483694768661622, 0.095680739, 40, 31.094097150720664, 97.33333333333333, 'High Risk'),
(67632, 73, 17, '42:45.9', 36.17591326367531, 96.54639369668777, 128, 72, 40, 'Female', 83.90609388227945, 1.766834943930222, 0.095320197, 56, 26.87828432036203, 90.66666666666666, 'Low Risk'),
(67633, 78, 19, '41:45.9', 36.38813361676609, 97.53258194, 121, 83, 19, 'Female', 92.75123706217138, 1.7775997022125176, 0.055582735, 38, 29.35295123, 95.66666666666667, 'Low Risk'),
(67634, 69, 18, '40:45.9', 37.43222499418536, 95.42440357, 111, 71, 34, 'Female', 81.31525104, 1.8113919575337725, 0.14213505700900614, 40, 24.78261537907147, 84.33333333333333, 'Low Risk'),
(67635, 77, 14, '39:45.9', 36.42744281558733, 99.75027008404109, 111, 75, 41, 'Female', 91.92643852925661, 1.9985900990607492, 0.085681072, 36, 23.01404572004192, 87, 'Low Risk'),
(67636, 91, 15, '38:45.9', 37.203421073982796, 99.34407538814123, 131, 70, 63, 'Male', 62.03975906295874, 1.6157944142387155, 0.095088104, 61, 23.762815585253556, 90.33333333333333, 'High Risk'),
(67637, 66, 18, '37:45.9', 36.230476913937146, 99.38451967281993, 135, 82, 50, 'Female', 80.43442346661448, 1.9410328041482097, 0.1320423081508702, 53, 21.348934406987798, 99.66666666666666, 'Low Risk'),
(67638, 81, 14, '36:45.9', 37.40629836217213, 95.94222243, 116, 72, 85, 'Male', 82.76847384800051, 1.5024308600695964, 0.088737138, 44, 36.66704879338029, 86.66666666666667, 'High Risk'),
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(67640, 86, 17, '34:45.9', 36.13122626518463, 96.54321662649423, 136, 87, 41, 'Male', 63.61718984201432, 1.7270123982934638, 0.087345652, 49, 21.329642201104125, 103.33333333333333, 'Low Risk'),
(67641, 67, 18, '33:45.9', 37.25573844743106, 97.468395, 118, 76, 71, 'Female', 61.581782072501056, 1.5563938462823679, 0.050721612, 42, 25.422206522517342, 90, 'Low Risk'),
(67642, 90, 13, '32:45.9', 36.71225713149276, 98.05672829554007, 117, 85, 72, 'Female', 84.96858703996388, 1.6896850788032056, 0.060952563, 32, 29.760954675914622, 95.66666666666667, 'Low Risk'),
(67643, 74, 15, '31:45.9', 37.35825773176154, 98.36583982253872, 126, 84, 36, 'Male', 56.801793850809254, 1.9621516610748615, 0.12338155583550955, 42, 14.753562696297061, 98, 'High Risk'),
(67644, 94, 18, '30:45.9', 36.18736446, 98.84484319004534, 134, 85, 54, 'Female', 82.67631170635467, 1.7897887470850424, 0.081347806, 49, 25.809378549869496, 101.33333333333333, 'High Risk'),
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(67646, 75, 12, '28:45.9', 37.40228799, 98.87604607849563, 123, 84, 48, 'Female', 50.610037131010294, 1.8544988393627886, 0.12459879790372387, 39, 14.715788053692652, 97, 'High Risk'),
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(67649, 99, 16, '25:45.9', 36.655541510563125, 95.99544437113478, 113, 70, 24, 'Female', 64.91652342718147, 1.9189555859044685, 0.12429109634321173, 43, 17.628907827712446, 84.33333333333333, 'High Risk'),
(67650, 86, 13, '24:45.9', 36.623270501726424, 96.29243512, 131, 77, 23, 'Female', 90.16611798565754, 1.7482580108142538, 0.10268305557721888, 54, 29.50069979266781, 95, 'Low Risk'),
(67651, 74, 17, '23:45.9', 36.01979453934374, 95.61644665, 111, 77, 43, 'Female', 93.51728511052875, 1.9585979467446557, 0.14942633353570453, 34, 24.37818119053632, 88.33333333333333, 'Low Risk'),
(67652, 88, 19, '22:45.9', 37.076010209490235, 97.58144268872748, 115, 82, 81, 'Female', 95.00559045373647, 1.7816650172370672, 0.12157538534074862, 33, 29.929334209378517, 93, 'Low Risk'),
(67653, 72, 13, '21:45.9', 36.84968806951124, 95.37937032529938, 124, 83, 18, 'Male', 89.75776658864375, 1.9665270436263707, 0.10651860435705257, 41, 23.209842386775595, 96.66666666666667, 'Low Risk'),
(67654, 75, 15, '20:45.9', 36.19562445506713, 95.76603428, 130, 72, 81, 'Female', 89.42153588961375, 1.7085652769641841, 0.064115891, 58, 30.632255305635763, 91.33333333333333, 'High Risk'),
(67655, 91, 15, '19:45.9', 36.44164981072284, 99.61340680544622, 120, 77, 82, 'Female', 79.41278317514227, 1.7030758368282584, 0.066947084, 43, 27.379306434927752, 91.33333333333333, 'High Risk'),
(67656, 81, 15, '18:45.9', 36.50478452764349, 96.44346179888205, 139, 76, 47, 'Male', 50.30414582232057, 1.5595520322046568, 0.064376972, 63, 20.68254800788903, 97, 'Low Risk'),
(67657, 68, 18, '17:45.9', 36.909337049758214, 98.21890581319413, 136, 85, 22, 'Male', 87.05700271698345, 1.6500013532077835, 0.14407530960232579, 51, 31.976808052065596, 102, 'High Risk'),
(67658, 90, 12, '16:45.9', 37.38480511618943, 95.12713893, 111, 72, 42, 'Male', 81.30312608, 1.7995310855461697, 0.067008598, 39, 25.10663669019178, 85, 'Low Risk'),
(67659, 70, 19, '15:45.9', 36.40724102037494, 98.89906056424941, 111, 70, 31, 'Female', 75.42643688821087, 1.6482070850935273, 0.069201813, 41, 27.765150949816714, 83.66666666666667, 'Low Risk'),
(67660, 76, 13, '14:45.9', 37.14024676587597, 95.12832307826213, 126, 88, 45, 'Male', 88.30807987416469, 1.940105547, 0.1264763169528051, 38, 23.46117328186405, 100.66666666666667, 'Low Risk'),
(67661, 98, 15, '13:45.9', 36.206260548111175, 96.45063842287382, 130, 79, 86, 'Female', 67.11206545599339, 1.6093360401995547, 0.067785863, 51, 25.91236966084541, 96, 'High Risk'),
(67662, 90, 15, '12:45.9', 36.22572998752651, 97.09137002631587, 138, 79, 86, 'Male', 88.23818785, 1.8677353361589326, 0.061333205231278144, 59, 25.294488964976463, 98.66666666666666, 'Low Risk'),
(67663, 90, 16, '11:45.9', 36.79039945168385, 99.00223198617617, 130, 88, 42, 'Male', 84.38276977470875, 1.9411626770121493, 0.068371507, 42, 22.393909128176134, 102, 'Low Risk'),
(67664, 62, 14, '10:45.9', 37.05723458918738, 96.27236028819704, 111, 83, 86, 'Male', 94.37613337051609, 1.6432830309409658, 0.10486283414384362, 28, 34.94921608572369, 92.33333333333333, 'High Risk'),
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(67666, 95, 13, '08:45.9', 36.43675877305263, 96.37316499021743, 130, 79, 47, 'Male', 79.70038422430966, 1.9283521202934302, 0.14274921714342226, 51, 21.433235491506867, 96, 'High Risk'),
(67667, 85, 16, '07:45.9', 36.817356340916774, 96.15569005816351, 136, 81, 44, 'Male', 81.91802399, 1.5758482872613013, 0.086527758, 55, 32.98759543947404, 99.33333333333333, 'High Risk'),
(67668, 85, 19, '06:45.9', 36.212512263996324, 99.85203874312688, 127, 84, 21, 'Female', 50.53812443, 1.6931961421937298, 0.14925709701042655, 43, 17.628062424106755, 98.33333333333333, 'High Risk'),
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(67670, 87, 16, '04:45.9', 37.25864106064932, 99.5913002, 124, 83, 47, 'Male', 93.50075855, 1.7663381113734982, 0.092881633, 41, 29.96866900104064, 96.66666666666667, 'Low Risk'),
(67671, 96, 16, '03:45.9', 37.25775977119786, 95.87092225349481, 120, 87, 28, 'Female', 66.46812998140062, 1.5605922980423048, 0.096217147, 33, 27.291948433564652, 98, 'High Risk'),
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(67675, 72, 18, '59:45.9', 36.404068383550445, 98.16347425421671, 129, 86, 45, 'Female', 92.46202628, 1.6776734535428508, 0.14470478998958977, 43, 32.85099601148119, 100.33333333333333, 'High Risk'),
(67676, 92, 13, '58:45.9', 36.26530597555727, 97.20721944928792, 128, 87, 37, 'Female', 57.72629139130795, 1.725859830289347, 0.11167028988964733, 41, 19.380394632927146, 100.66666666666667, 'High Risk'),
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(67679, 77, 15, '55:45.9', 36.23198957853383, 97.35897731816203, 110, 76, 56, 'Male', 52.308363583838045, 1.809614624104331, 0.05841343, 34, 15.973457817364181, 87.33333333333333, 'High Risk'),
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(67681, 91, 15, '53:45.9', 37.28894311886991, 98.58947704368522, 116, 89, 55, 'Female', 81.54545224033075, 1.5316215421110244, 0.14151221468810318, 27, 34.76136433, 98, 'High Risk'),
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(67863, 70, 18, '51:45.9', 36.68581457853624, 97.68049766958795, 117, 87, 73, 'Female', 66.41453752504879, 1.5479846925182579, 0.11748310312123104, 30, 27.71595383224585, 97, 'Low Risk'),
(67864, 87, 15, '50:45.9', 36.02259294054453, 99.83912750016398, 132, 79, 70, 'Female', 81.66504078850355, 1.7395139152318824, 0.091489905, 53, 26.988600757636114, 96.66666666666666, 'Low Risk'),
(67865, 70, 13, '49:45.9', 36.21773702655507, 98.22655251655335, 124, 77, 47, 'Female', 66.80060153978914, 1.9736245201584337, 0.075063472, 47, 17.149493936880926, 92.66666666666667, 'High Risk'),
(67866, 70, 16, '48:45.9', 36.280883639160955, 98.1326346, 113, 72, 70, 'Female', 85.01648684552275, 1.7693386503246478, 0.10254663328114749, 41, 27.156964554063308, 85.66666666666667, 'Low Risk'),
(67867, 85, 18, '47:45.9', 37.29232684871316, 96.80468474199301, 114, 73, 79, 'Male', 81.77494435184386, 1.7905193529911205, 0.05918034, 41, 25.507166571770327, 86.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(67869, 61, 14, '45:45.9', 36.61215179131158, 98.20205793495902, 138, 71, 26, 'Female', 86.18392272489072, 1.993262446992785, 0.11990372651959458, 67, 21.691884730703233, 93.33333333333333, 'Low Risk'),
(67870, 71, 14, '44:45.9', 36.68196473545536, 97.78801349767592, 136, 87, 87, 'Male', 65.33633765879885, 1.8131609726377753, 0.14510029897563276, 49, 19.873852488042324, 103.33333333333333, 'Low Risk'),
(67871, 63, 16, '43:45.9', 36.926356025743345, 98.39813897526439, 115, 84, 26, 'Male', 66.33979858, 1.5506317914483434, 0.12824402040590177, 31, 27.59032276418356, 94.33333333333333, 'Low Risk'),
(67872, 91, 14, '42:45.9', 36.96455055156045, 95.87581210543352, 136, 75, 70, 'Male', 54.233403358435226, 1.6749902485972004, 0.14748887244573483, 61, 19.330464630426114, 95.33333333333333, 'High Risk'),
(67873, 83, 18, '41:45.9', 36.633060861070724, 95.3165571, 135, 83, 86, 'Male', 60.15582637648643, 1.7070834546194713, 0.076010773, 52, 20.64278032737419, 100.33333333333333, 'Low Risk'),
(67874, 81, 12, '40:45.9', 36.76239337199382, 95.74366941191995, 137, 74, 30, 'Female', 59.65216827527301, 1.8085754778697465, 0.08962747, 63, 18.236981529535576, 95, 'High Risk'),
(67875, 87, 13, '39:45.9', 36.06213579, 97.20406145040091, 117, 82, 81, 'Male', 77.86071809590484, 1.733428920368103, 0.092446363, 35, 25.912321820033725, 93.66666666666667, 'Low Risk'),
(67876, 89, 15, '38:45.9', 37.11248959, 98.13450557939821, 130, 74, 75, 'Male', 72.46189677251905, 1.5841228083533387, 0.095432916, 56, 28.87566561333344, 92.66666666666666, 'Low Risk'),
(67877, 67, 18, '37:45.9', 36.72437030827441, 96.68261049850838, 126, 89, 73, 'Male', 58.040538985864565, 1.9816870684294607, 0.059685485, 37, 14.779552550486237, 101.33333333333333, 'High Risk'),
(67878, 75, 13, '36:45.9', 36.64007475625309, 95.04549483404124, 119, 81, 79, 'Female', 94.27517866839885, 1.5678037502294129, 0.074177487, 38, 38.35429163990753, 93.66666666666667, 'High Risk'),
(67879, 79, 16, '35:45.9', 36.28310889591011, 97.02539084, 130, 86, 47, 'Male', 67.7662683, 1.874914203924442, 0.06399662, 44, 19.277502695131535, 100.66666666666667, 'Low Risk'),
(67880, 70, 13, '34:45.9', 36.55202443170245, 98.15005282464473, 135, 76, 80, 'Male', 79.03586894100484, 1.8939011492898243, 0.072094732, 59, 22.03482558, 95.66666666666666, 'Low Risk'),
(67881, 80, 15, '33:45.9', 36.432570907653066, 98.90892503730376, 135, 87, 33, 'Male', 98.22864956593465, 1.703913345940431, 0.11028653095176724, 48, 33.83320688211697, 103, 'High Risk'),
(67882, 95, 12, '32:45.9', 36.81137069043881, 95.51894762110115, 117, 81, 75, 'Male', 75.80362894784173, 1.5489199767946529, 0.059080489, 36, 31.59599490386488, 93, 'High Risk'),
(67883, 70, 15, '31:45.9', 37.07228846935056, 99.89813571899465, 121, 89, 33, 'Female', 50.71571890809135, 1.5299690720606067, 0.092665354, 32, 21.665927352633833, 99.66666666666667, 'Low Risk'),
(67884, 95, 14, '30:45.9', 36.485462422183375, 95.57183808322996, 115, 80, 44, 'Male', 56.08675860229715, 1.526248817968763, 0.14578184996403953, 35, 24.077404032610243, 91.66666666666667, 'High Risk'),
(67885, 91, 14, '29:45.9', 37.466242957443434, 96.73288375295931, 127, 86, 23, 'Male', 77.41999090943438, 1.690393812778673, 0.060800155, 41, 27.094262064429618, 99.66666666666667, 'High Risk'),
(67886, 64, 17, '28:45.9', 37.016827721997835, 98.27927235, 125, 76, 49, 'Male', 92.93562048137724, 1.5545627421285317, 0.063716892, 49, 38.456140261737545, 92.33333333333333, 'High Risk'),
(67887, 65, 19, '27:45.9', 36.62952673288756, 95.48297234939359, 126, 71, 54, 'Male', 99.21391180677776, 1.9372137574170658, 0.07503205, 55, 26.437323429600806, 89.33333333333333, 'Low Risk'),
(67888, 70, 15, '26:45.9', 36.86154835765708, 97.24978924, 133, 88, 69, 'Female', 83.21973330423103, 1.857317222959155, 0.11480507847129459, 45, 24.124268180377655, 103, 'Low Risk'),
(67889, 90, 15, '25:45.9', 36.07216988123736, 98.47016239991416, 126, 84, 39, 'Male', 71.08399726683766, 1.9976173325702402, 0.058695041370928916, 42, 17.81341748420547, 98, 'High Risk'),
(67890, 61, 13, '24:45.9', 36.931227719541745, 96.15387497751743, 124, 71, 66, 'Male', 58.47997244164448, 1.7918292855021563, 0.14441040762938992, 53, 18.214359267328188, 88.66666666666666, 'High Risk'),
(67891, 85, 12, '23:45.9', 36.273401890845385, 95.51171295558937, 136, 83, 47, 'Male', 70.14081023126764, 1.9026829408535963, 0.093552519, 53, 19.374831292952546, 100.66666666666666, 'Low Risk'),
(67892, 62, 13, '22:45.9', 37.37292463474925, 97.82251184244741, 114, 83, 84, 'Male', 77.32196117635965, 1.671518571104464, 0.11187343573937808, 31, 27.67454240647767, 93.33333333333333, 'Low Risk'),
(67893, 64, 19, '21:45.9', 36.887326567283374, 95.44516129552328, 117, 75, 43, 'Female', 98.55187147, 1.5060380644909057, 0.11582459872719716, 42, 43.45031993084811, 89, 'High Risk'),
(67894, 86, 17, '20:45.9', 36.43775743376464, 97.93340667747088, 117, 83, 79, 'Male', 53.68432689062365, 1.5857994588715878, 0.078009106, 34, 21.347694618264548, 94.33333333333333, 'Low Risk'),
(67895, 75, 18, '19:45.9', 37.40333485, 97.81791202449291, 130, 71, 38, 'Male', 96.14223227630856, 1.906883926143774, 0.12594360154226025, 59, 26.44025782323134, 90.66666666666666, 'Low Risk'),
(67896, 84, 16, '18:45.9', 36.20888129886331, 95.90225711238277, 118, 73, 43, 'Female', 66.75394402805455, 1.8010237547348433, 0.057207102155913805, 45, 20.579653023781475, 88, 'Low Risk'),
(67897, 90, 13, '17:45.9', 36.62296277, 98.54070693430994, 124, 79, 67, 'Male', 61.85243682343855, 1.8864919786420624, 0.1165515553337879, 45, 17.379884602051394, 94, 'High Risk'),
(67898, 79, 15, '16:45.9', 36.07141391, 96.62636256137762, 129, 70, 46, 'Male', 59.82564295870175, 1.681896002689883, 0.135945199, 59, 21.14896400106319, 89.66666666666666, 'Low Risk'),
(67899, 70, 19, '15:45.9', 36.18478396454856, 97.02689758051561, 122, 88, 30, 'Male', 73.75555719416707, 1.8866818831023555, 0.10624376826149315, 34, 20.720364452445473, 99.33333333333333, 'Low Risk'),
(67900, 87, 12, '14:45.9', 36.89909359930381, 99.14068852023257, 114, 81, 63, 'Female', 72.40191495243087, 1.7140063552819416, 0.060047729286398004, 33, 24.644794275113654, 92, 'Low Risk'),
(67901, 60, 15, '13:45.9', 37.07743698480161, 99.59015162, 133, 72, 53, 'Male', 90.00753821097481, 1.9356040045407221, 0.080376433, 61, 24.024029895353035, 92.33333333333333, 'Low Risk'),
(67902, 88, 15, '12:45.9', 37.17151260181535, 96.79617399, 115, 85, 52, 'Female', 60.833595621731156, 1.5204154946322181, 0.1499891816082493, 30, 26.315941532208573, 95, 'Low Risk'),
(67903, 65, 16, '11:45.9', 36.41806504572028, 98.72711096, 127, 70, 32, 'Male', 72.73811548755711, 1.8381941839606204, 0.11187314825023152, 57, 21.526789781201686, 89, 'Low Risk'),
(67904, 90, 17, '10:45.9', 37.39448243, 96.25508701542628, 112, 71, 73, 'Female', 51.081152741793666, 1.6355437665551267, 0.053706957333333555, 41, 19.095733675174095, 84.66666666666667, 'Low Risk'),
(67905, 60, 16, '09:45.9', 37.042649226943766, 96.40415091, 132, 85, 39, 'Male', 51.01208047291303, 1.8978081190878633, 0.12916649649585332, 47, 14.163429840087884, 100.66666666666667, 'High Risk'),
(67906, 77, 13, '08:45.9', 36.61549840086556, 97.39951947137293, 136, 75, 68, 'Male', 67.52078068286185, 1.551689668536827, 0.12582017465539197, 61, 28.043209598494162, 95.33333333333333, 'Low Risk'),
(67907, 94, 19, '07:45.9', 36.31575963501329, 98.44750160700708, 130, 82, 42, 'Male', 93.28850577529074, 1.9570115429253816, 0.079005874, 48, 24.357985211006817, 98, 'High Risk'),
(67908, 70, 16, '06:45.9', 36.330374010338105, 96.02498220691473, 115, 84, 71, 'Female', 79.17793614, 1.7682832889583833, 0.058610555652730524, 31, 25.32214503104342, 94.33333333333333, 'Low Risk'),
(67909, 84, 12, '05:45.9', 37.12218847335315, 96.44097903334533, 125, 83, 54, 'Male', 99.92304639716232, 1.6094000828695492, 0.12171049545276742, 42, 38.57781511426391, 97, 'High Risk'),
(67910, 83, 14, '04:45.9', 36.66554628286537, 98.58660076882123, 120, 84, 70, 'Female', 87.66164659219623, 1.5724683474145376, 0.062278417, 36, 35.45241297097045, 96, 'High Risk'),
(67911, 75, 16, '03:45.9', 36.79591890259851, 99.06866276439409, 117, 71, 33, 'Male', 73.84096848691136, 1.5831589573303566, 0.065354484, 46, 29.46105801279494, 86.33333333333333, 'Low Risk'),
(67912, 63, 12, '02:45.9', 36.07321560814687, 95.33153223227254, 138, 77, 66, 'Female', 95.11039476812505, 1.8369597098804136, 0.12369028625386194, 61, 28.185693324088138, 97.33333333333333, 'Low Risk'),
(67913, 97, 15, '01:45.9', 37.23759100874423, 98.17808817887875, 128, 85, 53, 'Female', 72.40786299223043, 1.9272978728326764, 0.10108676308680047, 43, 19.493420264988103, 99.33333333333333, 'High Risk'),
(67914, 70, 19, '00:45.9', 37.204519600428114, 95.43783874180262, 117, 83, 69, 'Female', 50.509357211357404, 1.660350792761177, 0.14497971129621784, 34, 18.321968575422414, 94.33333333333333, 'High Risk'),
(67915, 75, 13, '59:45.9', 36.16359315535096, 98.87330063743751, 138, 80, 50, 'Female', 94.90989866336803, 1.8126473703504367, 0.08299254, 58, 28.885830535233655, 99.33333333333333, 'Low Risk'),
(67916, 94, 19, '58:45.9', 37.39208287379243, 96.59512417470867, 124, 80, 41, 'Female', 90.42286259127292, 1.7665729863782529, 0.11679842977597094, 44, 28.974442038337465, 94.66666666666667, 'High Risk'),
(67917, 73, 15, '57:45.9', 37.20281819452834, 98.96158238125689, 119, 88, 68, 'Male', 82.63351703816586, 1.681898247517843, 0.085622404, 31, 29.211697954594896, 98.33333333333333, 'Low Risk'),
(67918, 60, 18, '56:45.9', 36.28626060393292, 95.33873893, 139, 88, 84, 'Female', 70.68187129085925, 1.7994014971999626, 0.06805899, 51, 21.829906916282262, 105, 'Low Risk'),
(67919, 84, 19, '55:45.9', 36.97173513546788, 98.16291892596186, 125, 78, 55, 'Male', 93.77433465229437, 1.9118304612269932, 0.13340260789212893, 47, 25.655780868399095, 93.66666666666667, 'Low Risk'),
(67920, 97, 15, '54:45.9', 36.70855321904396, 97.03371686337425, 117, 78, 87, 'Female', 62.347200908350246, 1.6862547704607698, 0.098804378, 39, 21.92656384560136, 91, 'High Risk'),
(67921, 79, 17, '53:45.9', 36.710002756541584, 99.24065973445977, 112, 87, 32, 'Female', 61.85547316749761, 1.712827386742414, 0.086769351, 25, 21.083899464793255, 95.33333333333333, 'Low Risk'),
(67922, 79, 15, '52:45.9', 36.806949087150294, 95.94435061288355, 114, 77, 46, 'Male', 54.49598687492418, 1.959283292240139, 0.090320863, 37, 14.19613274117537, 89.33333333333333, 'High Risk'),
(67923, 93, 15, '51:45.9', 36.015003052415494, 98.99426292145965, 134, 89, 40, 'Female', 65.27894471491835, 1.5194075460675762, 0.060611239024535614, 45, 28.276429334477655, 104, 'High Risk'),
(67924, 92, 19, '50:45.9', 36.73467889678998, 98.74773073833428, 110, 71, 48, 'Female', 98.25264960800024, 1.586973298796957, 0.05628938, 39, 39.01261227474467, 84, 'High Risk'),
(67925, 69, 15, '49:45.9', 36.791663570190195, 97.17670903240321, 136, 72, 62, 'Female', 77.75544851154422, 1.9975565774765802, 0.077308004, 64, 19.486446665520482, 93.33333333333333, 'Low Risk'),
(67926, 87, 12, '48:45.9', 36.33848781317491, 99.85176027494154, 134, 76, 75, 'Male', 74.37668375, 1.5626757931879998, 0.088498183, 58, 30.457835800555976, 95.33333333333333, 'High Risk'),
(67927, 90, 16, '47:45.9', 36.91980339219726, 95.05792806562329, 116, 82, 32, 'Male', 80.07798096217225, 1.6570087206288064, 0.09964896, 34, 29.165103800112583, 93.33333333333333, 'Low Risk'),
(67928, 64, 16, '46:45.9', 36.64883204576139, 99.62784843291168, 127, 83, 67, 'Male', 87.52626127380051, 1.6531563156975302, 0.10899144984775191, 44, 32.02657794130763, 97.66666666666667, 'High Risk'),
(67929, 95, 19, '45:45.9', 36.39190715835922, 95.05356361426752, 124, 88, 28, 'Male', 70.59016830093684, 1.5177004517912671, 0.070858915, 36, 30.645879565180486, 100, 'High Risk'),
(67930, 72, 18, '44:45.9', 37.15535334328339, 99.25697629828058, 137, 73, 77, 'Male', 69.43523453716278, 1.7056427899420434, 0.05314111, 64, 23.867324690932715, 94.33333333333333, 'Low Risk'),
(67931, 91, 12, '43:45.9', 36.13040139430379, 97.85787125822782, 128, 79, 81, 'Female', 61.31174202127706, 1.8376144934776983, 0.057228309, 49, 18.156613157143564, 95.33333333333333, 'High Risk'),
(67932, 77, 16, '42:45.9', 37.40356303021235, 99.25679940070768, 111, 73, 82, 'Female', 51.00760555405365, 1.9225488304484442, 0.07336112, 38, 13.80003470562521, 85.66666666666667, 'High Risk'),
(67933, 75, 18, '41:45.9', 37.15315239110145, 97.96126720565503, 111, 83, 24, 'Female', 77.43085266723185, 1.7290661397305953, 0.13081499883241549, 28, 25.899467176645636, 92.33333333333333, 'Low Risk'),
(67934, 67, 13, '40:45.9', 36.01081662705826, 95.08247301724678, 124, 79, 49, 'Male', 75.41608327527517, 1.7216483583996531, 0.11522855096842376, 45, 25.44339545441045, 94, 'Low Risk'),
(67935, 73, 18, '39:45.9', 37.14001116556233, 95.78672560978043, 119, 80, 30, 'Female', 68.53694217671922, 1.8092595675546328, 0.13430033869662056, 39, 20.937410521598913, 93, 'Low Risk'),
(67936, 75, 19, '38:45.9', 36.989852295617034, 98.53236456902214, 135, 82, 22, 'Female', 75.84856837776039, 1.8759465625463623, 0.1437345140753797, 53, 21.55293711796503, 99.66666666666666, 'Low Risk'),
(67937, 69, 13, '37:45.9', 36.287266539276565, 96.67629524387242, 116, 79, 80, 'Male', 66.02260858129515, 1.7186498481045582, 0.11066991150485023, 37, 22.352076310596622, 91.33333333333333, 'Low Risk'),
(67938, 63, 18, '36:45.9', 36.664650132282226, 95.24196917, 132, 77, 45, 'Female', 55.55379014803955, 1.7405454571314085, 0.059819899, 55, 18.33761936566129, 95.33333333333333, 'High Risk'),
(67939, 77, 18, '35:45.9', 36.67174256866664, 95.00759359023824, 111, 78, 80, 'Male', 98.98029467874598, 1.5375494861031413, 0.1085007920024294, 33, 41.868802288719785, 89, 'High Risk'),
(67940, 80, 18, '34:45.9', 36.811096026070906, 95.14216926726108, 133, 82, 47, 'Female', 75.19299566187044, 1.631515474219857, 0.12520649012240884, 51, 28.248474058197772, 99, 'Low Risk'),
(67941, 99, 18, '33:45.9', 37.034973345070746, 95.91282580949324, 113, 74, 52, 'Female', 86.43410377941055, 1.5000112457028694, 0.071578835, 39, 38.41458123451252, 87, 'High Risk'),
(67942, 80, 14, '32:45.9', 37.42468515748692, 95.22537104086682, 125, 71, 79, 'Female', 89.79830045, 1.804437138874379, 0.1193104788581523, 54, 27.579386610781196, 89, 'Low Risk'),
(67943, 60, 12, '31:45.9', 36.84938251622755, 97.97025636642056, 118, 83, 36, 'Female', 66.74873326360648, 1.6845764736328794, 0.14896056182951745, 35, 23.521313258087694, 94.66666666666667, 'Low Risk'),
(67944, 96, 18, '30:45.9', 36.97218450941245, 98.54665769569951, 123, 72, 48, 'Female', 52.13177896, 1.6384475980733821, 0.1238475079235273, 51, 19.419472692063334, 89, 'High Risk'),
(67945, 60, 19, '29:45.9', 37.24108078366511, 97.23726659705756, 135, 72, 76, 'Male', 50.95744381298885, 1.9917395733162448, 0.14974282387303484, 63, 12.84524906864798, 93, 'High Risk'),
(67946, 90, 18, '28:45.9', 36.349827863096806, 98.71759736568131, 138, 84, 42, 'Male', 59.728178157801835, 1.6878651552012507, 0.13236770606696172, 54, 20.965429936117943, 102, 'Low Risk'),
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(68123, 90, 17, '31:45.9', 36.24606921030179, 96.93540034630763, 121, 89, 71, 'Male', 90.63663795203469, 1.9822969213437776, 0.12575178223172917, 32, 23.065685949947692, 99.66666666666667, 'Low Risk'),
(68124, 84, 15, '30:45.9', 36.892560025135154, 97.79809530175699, 110, 81, 81, 'Male', 58.03792982, 1.5365834715438922, 0.12840461571597322, 29, 24.58100291493729, 90.66666666666667, 'Low Risk'),
(68125, 68, 19, '29:45.9', 36.11335585556857, 97.67980613380858, 121, 76, 46, 'Female', 63.58591345, 1.9712491516375357, 0.11936709848259001, 45, 16.363563107737424, 91, 'High Risk'),
(68126, 70, 16, '28:45.9', 37.18064411561207, 99.92011672, 137, 82, 49, 'Male', 57.63369485266098, 1.743824416, 0.057876182, 55, 18.952694166537725, 100.33333333333333, 'Low Risk'),
(68127, 92, 19, '27:45.9', 37.14215804221285, 95.21772503157575, 123, 75, 49, 'Male', 71.92908455376738, 1.984447552126279, 0.059870095, 48, 18.26523577313112, 91, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(68129, 90, 17, '25:45.9', 36.181602258905556, 99.35431624, 114, 76, 18, 'Female', 63.73420440878214, 1.9162733658271032, 0.11807437328059774, 38, 17.35631973740298, 88.66666666666667, 'High Risk'),
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(68131, 82, 12, '23:45.9', 36.58819448525603, 95.47290396263558, 115, 86, 63, 'Male', 53.769892449994735, 1.6216170581283675, 0.14567269239200437, 29, 20.44761029752788, 95.66666666666667, 'Low Risk'),
(68132, 68, 19, '22:45.9', 37.32576937639796, 98.37059639, 125, 82, 80, 'Male', 89.58801645961121, 1.8724398169083156, 0.088906929, 43, 25.552546407600875, 96.33333333333333, 'Low Risk'),
(68133, 81, 15, '21:45.9', 36.19028001, 95.47457336850154, 113, 78, 23, 'Female', 56.87761232878967, 1.5838544774679253, 0.066698939, 35, 22.673094779107295, 89.66666666666667, 'Low Risk'),
(68134, 73, 12, '20:45.9', 36.66280172435658, 96.85108735186276, 121, 82, 37, 'Female', 58.02575767, 1.6202812103951851, 0.1419990161472111, 39, 22.10243023921613, 95, 'Low Risk'),
(68135, 96, 15, '19:45.9', 36.94955242846179, 98.95605226090103, 122, 72, 64, 'Male', 70.80467901558822, 1.7829909538099376, 0.10241643327422248, 50, 22.27222876969419, 88.66666666666666, 'High Risk'),
(68136, 85, 18, '18:45.9', 36.13052755126432, 97.11982185859485, 118, 70, 20, 'Male', 87.50165270574875, 1.5534945995620033, 0.071680009, 48, 36.25740854841894, 86, 'High Risk'),
(68137, 68, 14, '17:45.9', 36.79630156892087, 95.68242358825269, 132, 84, 66, 'Male', 89.58272334060894, 1.9076413320160115, 0.062530657, 48, 24.616755600854773, 100, 'Low Risk'),
(68138, 92, 19, '16:45.9', 36.35143148508597, 95.64088715162468, 132, 84, 68, 'Female', 58.76321254247481, 1.8570042207436095, 0.13927788287277632, 48, 17.040398573265715, 100, 'High Risk'),
(68139, 89, 16, '15:45.9', 37.28872933028772, 98.58441503171265, 137, 75, 58, 'Male', 67.60953511741204, 1.8356608312249645, 0.088283262, 62, 20.06425632554673, 95.66666666666666, 'Low Risk'),
(68140, 71, 12, '14:45.9', 37.26907429856335, 96.14646523125495, 130, 84, 21, 'Female', 58.64925720887161, 1.8357326692528113, 0.1337878219010477, 46, 17.40378231423541, 99.33333333333333, 'High Risk'),
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(68142, 87, 15, '12:45.9', 37.02443252903523, 97.49289650329183, 114, 70, 73, 'Female', 62.43790990802585, 1.6446092168306436, 0.12484306935176258, 44, 23.08462994684363, 84.66666666666667, 'Low Risk'),
(68143, 68, 15, '11:45.9', 36.23842697247317, 96.88470961607504, 124, 77, 27, 'Female', 67.46702868261488, 1.6960606974931602, 0.060421265419598504, 47, 23.45356159840745, 92.66666666666667, 'Low Risk'),
(68144, 93, 13, '10:45.9', 36.47974833336782, 96.99063570956623, 128, 83, 47, 'Female', 62.08586595585064, 1.9804660803475769, 0.061806272, 45, 15.82916207, 98, 'High Risk'),
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(68146, 72, 13, '08:45.9', 36.52866965775173, 96.90753642786117, 115, 83, 53, 'Female', 93.48790940478167, 1.6761732837750647, 0.1424247998727805, 32, 33.274965942877756, 93.66666666666667, 'High Risk'),
(68147, 84, 13, '07:45.9', 36.12458818057044, 98.18874653556217, 136, 81, 29, 'Female', 69.28024978250966, 1.8872882137998652, 0.071596274, 55, 19.450599402149496, 99.33333333333333, 'Low Risk'),
(68148, 87, 17, '06:45.9', 37.34127009846578, 96.99786561527927, 137, 88, 85, 'Male', 56.249578067303645, 1.6881517234378378, 0.12061446864243254, 49, 19.737689659999802, 104.33333333333333, 'Low Risk'),
(68149, 90, 13, '05:45.9', 37.02159216265497, 98.24365904474858, 114, 70, 52, 'Male', 83.80360012574577, 1.5039478626035134, 0.075729873, 44, 37.05075944170019, 84.66666666666667, 'High Risk'),
(68150, 60, 15, '04:45.9', 36.72620939, 97.95788157600775, 126, 83, 38, 'Female', 85.83676709346246, 1.5627919112458015, 0.084872377, 43, 35.14560654562567, 97.33333333333333, 'High Risk'),
(68151, 82, 14, '03:45.9', 37.29210143077556, 98.54371138661519, 112, 82, 56, 'Male', 97.32402513843505, 1.9656057814968153, 0.14540822762563144, 30, 25.189945070829957, 92, 'Low Risk'),
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(68153, 83, 17, '01:45.9', 36.509692531903426, 98.87469609805191, 121, 76, 89, 'Male', 53.063322538738795, 1.5041200396693366, 0.1354392714264147, 45, 23.454676360402072, 91, 'Low Risk'),
(68154, 96, 15, '00:45.9', 36.482675268151894, 98.07814484945831, 113, 82, 49, 'Male', 66.44180461609864, 1.671074896551005, 0.060294024139238594, 31, 23.793021085134036, 92.33333333333333, 'High Risk'),
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(68158, 99, 18, '56:45.9', 36.64064672768182, 95.46784152360354, 110, 76, 80, 'Male', 83.68504711858853, 1.5229802317739267, 0.078316342, 34, 36.07940215026844, 87.33333333333333, 'High Risk'),
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(68160, 61, 17, '54:45.9', 36.16319037922755, 99.76772139653016, 112, 84, 57, 'Female', 73.89777266666383, 1.9523008383018081, 0.092199327, 28, 19.388216787965728, 93.33333333333333, 'Low Risk'),
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(68176, 98, 19, '38:45.9', 36.52235087191816, 97.16840581625787, 124, 86, 27, 'Male', 61.66450011332212, 1.657060463547419, 0.097045277, 38, 22.457349833458853, 98.66666666666667, 'High Risk'),
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(68180, 75, 13, '34:45.9', 37.369212533912936, 95.98126525713647, 131, 79, 60, 'Male', 73.32232449741542, 1.9683511559311908, 0.1466275105563933, 52, 18.92478984646796, 96.33333333333333, 'Low Risk'),
(68181, 99, 13, '33:45.9', 36.69948748036623, 97.89734295433038, 119, 81, 77, 'Female', 77.72197855150341, 1.5004104834123495, 0.090395474, 38, 34.52420350919826, 93.66666666666667, 'High Risk'),
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(68383, 85, 17, '11:45.9', 36.57020411088627, 95.15604090271547, 138, 81, 62, 'Male', 92.37209053602368, 1.6148051334276223, 0.10595842632996619, 57, 35.424239044175316, 100, 'High Risk'),
(68384, 65, 16, '10:45.9', 36.686538216502264, 97.78568126, 131, 72, 19, 'Female', 66.65565031296751, 1.9589077500638827, 0.1271014610543964, 59, 17.370367268195533, 91.66666666666666, 'High Risk'),
(68385, 95, 12, '09:45.9', 37.35993183569964, 97.23506277, 130, 86, 63, 'Female', 92.59521433, 1.5109574509288195, 0.058165130138524326, 44, 40.55870426168556, 100.66666666666667, 'High Risk'),
(68386, 93, 16, '08:45.9', 37.00909686517316, 98.19627221119484, 118, 84, 52, 'Male', 81.15166975007953, 1.734852754, 0.053757911520014114, 34, 26.963248867632334, 95.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(68388, 77, 13, '06:45.9', 36.76339782554811, 98.51173622848104, 111, 77, 22, 'Male', 61.73059662695479, 1.7904832084502351, 0.065694142, 34, 19.255729193759645, 88.33333333333333, 'Low Risk'),
(68389, 90, 19, '05:45.9', 36.958053224177135, 96.15765101575809, 114, 73, 75, 'Female', 78.7610789, 1.651146086834172, 0.065191684, 41, 28.88954203900398, 86.66666666666667, 'Low Risk'),
(68390, 70, 17, '04:45.9', 37.24862396514392, 97.28566845799192, 116, 77, 69, 'Male', 91.89196074766821, 1.9383935097075162, 0.10292773824290327, 39, 24.456461689642335, 90, 'Low Risk'),
(68391, 97, 14, '03:45.9', 37.44950941216487, 97.99526649360301, 121, 83, 75, 'Male', 84.28312683, 1.5588788622703915, 0.14720701237538178, 38, 34.68293984864379, 95.66666666666667, 'High Risk'),
(68392, 81, 18, '02:45.9', 37.255131000700274, 98.59701982920326, 132, 87, 77, 'Male', 53.71081136550962, 1.7667454228373267, 0.055362152, 45, 17.20734092093195, 102, 'High Risk'),
(68393, 97, 12, '01:45.9', 37.2135736, 99.04883362407202, 121, 77, 57, 'Male', 90.99470486394553, 1.8044312767429953, 0.10815130501904895, 44, 27.94701501320956, 91.66666666666667, 'High Risk'),
(68394, 72, 19, '00:45.9', 37.36696836776451, 95.16858185594627, 134, 80, 27, 'Female', 96.54553463358327, 1.7832771429077177, 0.1366229314027967, 54, 30.359492379784122, 98, 'High Risk'),
(68395, 74, 16, '59:45.9', 36.19466719196887, 99.19037274, 113, 89, 74, 'Male', 80.44795684062592, 1.5284663826526548, 0.055576500674390406, 24, 34.435249676663446, 97, 'High Risk'),
(68396, 74, 14, '58:45.9', 36.47011233, 96.02086512846063, 124, 78, 39, 'Female', 79.07926998447385, 1.7206057131219379, 0.084277551, 46, 26.71160170076847, 93.33333333333333, 'Low Risk'),
(68397, 66, 16, '57:45.9', 37.40954127751476, 96.98122078383278, 110, 82, 34, 'Male', 70.50437787851456, 1.9013781314639693, 0.14261591823366027, 28, 19.50199746189196, 91.33333333333333, 'Low Risk'),
(68398, 70, 13, '56:45.9', 37.38477146259664, 95.11432850821868, 121, 73, 19, 'Male', 72.02204179276865, 1.6758740094772662, 0.08983375, 48, 25.643818704459733, 89, 'Low Risk'),
(68399, 92, 13, '55:45.9', 36.32921712317706, 98.81009645683666, 129, 79, 55, 'Male', 68.36643999768303, 1.879775064910825, 0.092673419, 50, 19.34778251490025, 95.66666666666666, 'High Risk'),
(68400, 72, 12, '54:45.9', 36.129615656680976, 99.87760152, 123, 81, 47, 'Female', 51.78857526955175, 1.766605315870677, 0.079466068, 42, 16.594145649713266, 95, 'High Risk'),
(68401, 87, 17, '53:45.9', 36.648361064868325, 95.67183644770742, 131, 82, 66, 'Female', 50.608770584165434, 1.6408508689853838, 0.13698629763215486, 49, 18.796957718998016, 98.33333333333333, 'Low Risk'),
(68402, 95, 12, '52:45.9', 36.18394049813853, 95.64332102861174, 119, 84, 80, 'Male', 63.970849856717074, 1.9763649137678823, 0.13154988004401183, 35, 16.37750911437946, 95.66666666666667, 'High Risk'),
(68403, 88, 19, '51:45.9', 36.11750369253432, 99.47667812779481, 138, 84, 28, 'Female', 75.25119147824745, 1.7466345671309749, 0.11291789000930647, 54, 24.66659929634827, 102, 'Low Risk'),
(68404, 94, 13, '50:45.9', 36.56498277881524, 96.30485645343667, 124, 82, 44, 'Female', 56.69587060257892, 1.5079361795165638, 0.061932983, 42, 24.933629744086367, 96, 'High Risk'),
(68405, 88, 14, '49:45.9', 36.982090366836154, 95.73965462545243, 112, 87, 41, 'Female', 80.51923710638927, 1.7876640737570857, 0.081012137, 25, 25.195781113359853, 95.33333333333333, 'Low Risk'),
(68406, 66, 16, '48:45.9', 36.453006927467015, 97.53650466707158, 130, 85, 39, 'Female', 69.56095595712702, 1.6089169393686085, 0.089284905, 45, 26.871894975735426, 100, 'Low Risk'),
(68407, 75, 13, '47:45.9', 36.644957951822136, 99.43625544640867, 117, 71, 62, 'Female', 88.59339112889987, 1.728440001724676, 0.050173171, 46, 29.654643552607155, 86.33333333333333, 'Low Risk'),
(68408, 74, 15, '46:45.9', 37.034020759056276, 99.92438006570633, 131, 82, 26, 'Male', 59.73043017, 1.5864805860281033, 0.1182218199362522, 49, 23.73155076228409, 98.33333333333333, 'Low Risk'),
(68409, 95, 14, '45:45.9', 37.18894758, 98.89835705023077, 116, 70, 69, 'Male', 50.86247954, 1.8612923099640302, 0.076729273, 46, 14.68143011347479, 85.33333333333333, 'High Risk'),
(68410, 63, 15, '44:45.9', 36.38563116975177, 97.21676654766193, 138, 84, 59, 'Male', 76.35206914711412, 1.9868679200687343, 0.075503188, 54, 19.341173266378927, 102, 'Low Risk'),
(68411, 67, 14, '43:45.9', 37.06342539309932, 95.46912842, 124, 83, 18, 'Female', 94.39309590572225, 1.6277023225535845, 0.10133287647871339, 41, 35.62790322382664, 96.66666666666667, 'High Risk'),
(68412, 69, 13, '42:45.9', 36.45196313654963, 99.16437948485577, 116, 75, 30, 'Male', 63.33924175015975, 1.7787701781371164, 0.10681518436114087, 41, 20.018575974675844, 88.66666666666667, 'Low Risk'),
(68413, 94, 13, '41:45.9', 36.40956925090493, 99.67369272653092, 112, 76, 54, 'Male', 92.06827424853535, 1.9975240031546382, 0.11267945926848653, 36, 23.07416476, 88, 'High Risk'),
(68414, 95, 16, '40:45.9', 37.37921057087917, 99.56105022663868, 134, 78, 28, 'Female', 94.31575586174247, 1.615743506855353, 0.10257656476878196, 56, 36.127624886094814, 96.66666666666666, 'High Risk'),
(68415, 87, 14, '39:45.9', 36.797684206573244, 99.82748820001825, 139, 87, 78, 'Female', 52.34737722544997, 1.847786214, 0.13911096792845376, 52, 15.331741264786876, 104.33333333333333, 'High Risk'),
(68416, 84, 12, '38:45.9', 37.23364415028126, 96.56276530575951, 134, 70, 26, 'Female', 59.566984810307915, 1.615578116, 0.094778445, 64, 22.82178942448022, 91.33333333333333, 'Low Risk'),
(68417, 89, 17, '37:45.9', 37.22648027128173, 99.47843308745038, 122, 77, 33, 'Male', 80.81053554505299, 1.6605722050969849, 0.098055664, 45, 29.305724071947363, 92, 'Low Risk'),
(68418, 63, 17, '36:45.9', 36.1223965, 96.60519237972143, 121, 76, 73, 'Male', 78.30207098769938, 1.5303890060352416, 0.093726975, 45, 33.432555514091575, 91, 'High Risk'),
(68419, 66, 18, '35:45.9', 37.25177731155705, 96.96710392570424, 129, 86, 72, 'Female', 61.63723308, 1.8231404203163732, 0.12856439385006058, 43, 18.543977651130607, 100.33333333333333, 'Low Risk'),
(68420, 99, 19, '34:45.9', 37.071732342201315, 95.78213706795543, 117, 87, 71, 'Male', 51.48733916198323, 1.8440781093748067, 0.094770097, 30, 15.140555983115277, 97, 'High Risk'),
(68421, 76, 16, '33:45.9', 36.66683150902026, 99.21500965528583, 126, 82, 51, 'Female', 56.54184958944444, 1.6028235903987818, 0.12260652414481008, 44, 22.00891126488481, 96.66666666666667, 'Low Risk'),
(68422, 89, 18, '32:45.9', 37.2699205, 98.40591278147691, 130, 88, 25, 'Female', 78.18765503110599, 1.8104320612856695, 0.12978938544264368, 42, 23.854687088876375, 102, 'Low Risk'),
(68423, 98, 13, '31:45.9', 36.45526354849342, 96.42443979444566, 126, 80, 34, 'Female', 70.41418783315544, 1.9532117663377941, 0.12990954062766424, 46, 18.457016936396766, 95.33333333333333, 'High Risk'),
(68424, 70, 13, '30:45.9', 36.74537321167826, 98.83006267, 117, 73, 38, 'Female', 88.17578036731445, 1.7640349664404653, 0.054195699, 44, 28.33576441509023, 87.66666666666667, 'Low Risk'),
(68425, 93, 15, '29:45.9', 36.379084534055664, 96.86825830111285, 111, 78, 71, 'Male', 68.97841043, 1.8577125428998116, 0.13286319088197032, 33, 19.987393161648875, 89, 'High Risk'),
(68426, 62, 12, '28:45.9', 37.39546713729369, 96.18743935045963, 122, 70, 62, 'Male', 81.79423695249285, 1.9346927146243107, 0.13151174510558425, 52, 21.852378426839937, 87.33333333333333, 'Low Risk'),
(68427, 86, 13, '27:45.9', 36.79598816714299, 99.71493499894834, 128, 78, 86, 'Female', 64.29714918621336, 1.5140252187559675, 0.088962683, 50, 28.049524228983767, 94.66666666666666, 'Low Risk'),
(68428, 67, 17, '26:45.9', 36.938785231272604, 95.88043984, 139, 81, 47, 'Male', 78.54358714, 1.8717396182232744, 0.13249934140059028, 58, 22.41918733625608, 100.33333333333333, 'Low Risk'),
(68429, 82, 19, '25:45.9', 36.122529243626786, 98.72399039949842, 119, 88, 86, 'Female', 70.58391717844634, 1.8927362807969956, 0.077358392, 31, 19.70269083795823, 98.33333333333333, 'Low Risk'),
(68430, 95, 15, '24:45.9', 36.154117507834385, 96.30270191615031, 121, 74, 78, 'Female', 93.08647684713435, 1.629392183802819, 0.14928425005269125, 47, 35.06189106021935, 89.66666666666667, 'High Risk'),
(68431, 86, 17, '23:45.9', 37.20263205601189, 98.62382239615718, 110, 85, 18, 'Male', 87.60326269257763, 1.5524560825190572, 0.062669853, 25, 36.34809335555769, 93.33333333333333, 'High Risk'),
(68432, 72, 16, '22:45.9', 36.85462881995887, 98.47649857427034, 121, 86, 54, 'Male', 74.49955864320243, 1.6974471401288527, 0.0913574, 35, 25.855990653489492, 97.66666666666667, 'Low Risk'),
(68433, 98, 12, '21:45.9', 36.54066311463603, 99.57497953585928, 134, 85, 31, 'Female', 87.40262032360006, 1.9508066934137824, 0.0987406, 49, 22.96656151998479, 101.33333333333333, 'High Risk'),
(68434, 62, 14, '20:45.9', 37.026518466018416, 98.52648018198815, 114, 75, 87, 'Male', 82.57728845052708, 1.911575327219459, 0.13811065792980298, 39, 22.59840487339333, 88, 'Low Risk'),
(68435, 92, 17, '19:45.9', 36.69656482923842, 97.58319756540625, 135, 84, 38, 'Male', 64.72030675, 1.745521600513455, 0.1250478988615061, 51, 21.241741138550264, 101, 'High Risk'),
(68436, 74, 16, '18:45.9', 36.160070701095435, 96.92252427217115, 120, 85, 21, 'Female', 83.58698407187906, 1.8638522585948074, 0.097976143, 35, 24.061111575526645, 96.66666666666667, 'Low Risk'),
(68437, 86, 14, '17:45.9', 37.42930952798259, 96.99657668011443, 123, 87, 79, 'Male', 63.66406652364088, 1.676563021970298, 0.11266729662147162, 36, 22.64929087247865, 99, 'Low Risk'),
(68438, 77, 19, '16:45.9', 36.33501204110026, 96.9412758, 122, 89, 18, 'Male', 90.38773437184938, 1.5438885245869254, 0.089304587, 33, 37.92081147, 100, 'High Risk'),
(68439, 73, 13, '15:45.9', 37.12230624457567, 97.85435742478303, 133, 80, 27, 'Female', 70.05103389461804, 1.9563105128370324, 0.10428979881522103, 53, 18.30370349668028, 97.66666666666666, 'High Risk'),
(68440, 95, 17, '14:45.9', 37.04839233841543, 95.13702535163515, 127, 86, 79, 'Male', 88.32362176834658, 1.7434626885096918, 0.099636474, 41, 29.057052237869296, 99.66666666666667, 'High Risk'),
(68441, 87, 16, '13:45.9', 37.30721636325109, 95.92606332754193, 137, 80, 75, 'Male', 65.74017193849502, 1.5602118622241763, 0.09093973, 57, 27.006212748952272, 99, 'Low Risk'),
(68442, 78, 18, '12:45.9', 36.387326715136524, 97.12862604, 125, 71, 61, 'Male', 68.86876076759155, 1.8770552751964262, 0.14812087406921437, 54, 19.546461329345888, 89, 'Low Risk'),
(68443, 91, 12, '11:45.9', 36.68093687502955, 97.87044215842974, 127, 81, 30, 'Male', 55.35882848311625, 1.6487201794900375, 0.074884769, 46, 20.365401844044815, 96.33333333333333, 'High Risk'),
(68444, 82, 18, '10:45.9', 36.572906605190525, 97.40794080896758, 130, 87, 74, 'Male', 85.96159511895942, 1.8774588288577496, 0.07693716, 43, 24.387294432673976, 101.33333333333333, 'Low Risk'),
(68445, 94, 14, '09:45.9', 37.28378397547813, 95.70755705188789, 136, 80, 60, 'Female', 85.99710435300463, 1.886051008, 0.062558532, 56, 24.175583222707854, 98.66666666666666, 'High Risk'),
(68446, 97, 15, '08:45.9', 37.188314417228156, 96.81475123, 112, 73, 57, 'Female', 53.28283399224559, 1.5802056836232556, 0.13164286921233848, 39, 21.338312784173752, 86, 'High Risk'),
(68447, 75, 18, '07:45.9', 36.69050460750325, 96.88901237, 138, 72, 20, 'Male', 69.05963079838496, 1.638537025855828, 0.14263685320640743, 66, 25.722414548921584, 94, 'Low Risk'),
(68448, 78, 13, '06:45.9', 36.90039800692514, 95.3534178, 125, 74, 25, 'Female', 68.06451375, 1.751455268399182, 0.10320107360897068, 51, 22.188229341821195, 91, 'Low Risk'),
(68449, 72, 15, '05:45.9', 37.26945417029697, 98.63712180832805, 118, 72, 75, 'Male', 58.76909345748251, 1.6274699501118057, 0.1213048676032591, 46, 22.188249191688673, 87.33333333333333, 'Low Risk'),
(68450, 71, 17, '04:45.9', 37.061427306011076, 96.77115374731449, 138, 81, 62, 'Female', 86.07639150657579, 1.6515803549986423, 0.072290567, 57, 31.556195307259056, 100, 'High Risk'),
(68451, 72, 18, '03:45.9', 36.69107419607892, 98.42508842797432, 117, 84, 30, 'Female', 98.71537891642603, 1.841049428083748, 0.13195343491479827, 33, 29.12419430867516, 95, 'Low Risk'),
(68452, 89, 13, '02:45.9', 36.34130263775298, 95.75101528256182, 132, 74, 49, 'Female', 70.69871801, 1.620483243383295, 0.05845076, 58, 26.922937907381613, 93.33333333333333, 'Low Risk'),
(68453, 64, 13, '01:45.9', 37.06311640147586, 96.8649397, 112, 84, 71, 'Female', 71.85500734, 1.8301260526857737, 0.052180555685266305, 28, 21.45334570632494, 93.33333333333333, 'Low Risk'),
(68454, 69, 13, '00:45.9', 36.86900644132707, 98.92116799, 121, 87, 48, 'Female', 81.83582087, 1.7271346306687478, 0.14673803157242568, 34, 27.43412155178248, 98.33333333333333, 'Low Risk'),
(68455, 86, 13, '59:45.9', 36.077806163010344, 97.83500572265044, 133, 77, 83, 'Female', 96.29917174026816, 1.9833187019194463, 0.13854601181989218, 56, 24.481472588200425, 95.66666666666666, 'Low Risk'),
(68456, 80, 14, '58:45.9', 36.94644091266103, 96.22002645498922, 117, 74, 40, 'Female', 96.13338173662987, 1.9031803235141638, 0.11085367680733543, 43, 26.540820329558237, 88.33333333333333, 'Low Risk'),
(68457, 69, 19, '57:45.9', 37.152439710645595, 97.99001392360134, 116, 71, 26, 'Female', 68.36244874507365, 1.8920403027368122, 0.06902413, 45, 19.096634871634347, 86, 'Low Risk'),
(68458, 85, 18, '56:45.9', 36.02114087, 98.26541980295632, 115, 83, 42, 'Female', 72.05729354441807, 1.8617455090510617, 0.050881145557511255, 32, 20.789177929950384, 93.66666666666667, 'Low Risk'),
(68459, 79, 13, '55:45.9', 36.36365643018218, 98.50801048071544, 121, 86, 89, 'Male', 91.29995022441406, 1.5758188949553293, 0.12089667837770639, 35, 36.766977857157684, 97.66666666666667, 'High Risk'),
(68460, 66, 16, '54:45.9', 37.399799086652145, 98.91386919476282, 123, 82, 42, 'Male', 80.79638504030665, 1.7140413128741612, 0.10375715065972607, 41, 27.50105530788002, 95.66666666666667, 'Low Risk'),
(68461, 91, 18, '53:45.9', 37.04478719, 97.67925293103615, 138, 84, 48, 'Female', 63.253681511138225, 1.8428660683911577, 0.062861976, 54, 18.625084858125433, 102, 'High Risk'),
(68462, 72, 16, '52:45.9', 36.99441098792453, 96.39060388467803, 125, 87, 71, 'Male', 59.93540777378882, 1.6530273554051254, 0.12966104102694287, 38, 21.934280002578973, 99.66666666666667, 'Low Risk'),
(68463, 64, 19, '51:45.9', 36.918384738955034, 95.02439381613716, 110, 76, 85, 'Male', 91.22638045502606, 1.5891810509209843, 0.1414741814546815, 34, 36.122158004128785, 87.33333333333333, 'High Risk'),
(68464, 79, 12, '50:45.9', 36.99763837473889, 95.52694391858431, 120, 73, 22, 'Female', 51.965908365212535, 1.9358356527580984, 0.079846853, 47, 13.866969328307285, 88.66666666666667, 'High Risk'),
(68465, 87, 16, '49:45.9', 37.00107760064501, 99.44900209715556, 120, 86, 36, 'Male', 51.55616967480668, 1.7141311107570698, 0.1128400954453014, 34, 17.546583595993333, 97.33333333333333, 'High Risk'),
(68466, 79, 17, '48:45.9', 36.580849910237355, 97.34994345554665, 137, 79, 47, 'Female', 74.77971841319676, 1.8308680916435547, 0.097602421, 58, 22.308466302034862, 98.33333333333333, 'Low Risk'),
(68467, 74, 15, '47:45.9', 36.92648498526649, 97.92028785330102, 112, 79, 40, 'Female', 94.06437520495436, 1.8431691400134564, 0.050513911, 33, 27.688204521353537, 90, 'Low Risk'),
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(68644, 69, 13, '50:45.9', 37.476558265491654, 99.1195988, 118, 84, 88, 'Female', 70.99242617, 1.8444562356046392, 0.073955928, 34, 20.86773478757252, 95.33333333333333, 'Low Risk'),
(68645, 90, 15, '49:45.9', 37.153460362480224, 97.09772318001721, 120, 73, 77, 'Male', 99.25533852646512, 1.5207512912664551, 0.10870237929853502, 47, 42.91780351380597, 88.66666666666667, 'High Risk'),
(68646, 89, 15, '48:45.9', 36.20972269595678, 99.49897063476475, 133, 87, 29, 'Female', 82.44768071, 1.710698110515788, 0.061691749, 46, 28.172908961072594, 102.33333333333333, 'Low Risk'),
(68647, 72, 16, '47:45.9', 36.07533331573669, 97.27533479, 114, 72, 24, 'Female', 86.14544470875896, 1.7303679694349363, 0.11405286682870185, 42, 28.771028193732995, 86, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(68649, 90, 18, '45:45.9', 36.40445125384838, 99.04114515, 122, 74, 20, 'Male', 84.52751447, 1.6287007284566983, 0.098827704, 48, 31.86511700624585, 90, 'High Risk'),
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(68651, 81, 14, '43:45.9', 36.10485376392205, 96.65305123, 135, 80, 81, 'Female', 51.09114807726801, 1.5200201434495317, 0.11174863316809525, 55, 22.112964835901284, 98.33333333333333, 'Low Risk'),
(68652, 69, 18, '42:45.9', 36.34344033135378, 97.75483307515573, 119, 86, 55, 'Female', 96.03486007964177, 1.946452454398271, 0.050506601117574185, 33, 25.347860504899273, 97, 'Low Risk'),
(68653, 71, 14, '41:45.9', 36.81682720944759, 96.96896077795661, 120, 70, 43, 'Female', 90.00680615189154, 1.7806423035436543, 0.12411965439456296, 50, 28.38716208129464, 86.66666666666666, 'Low Risk'),
(68654, 95, 17, '40:45.9', 36.27490353706659, 98.47783026942312, 136, 77, 24, 'Female', 72.58938689034561, 1.7300784296572909, 0.06676279, 59, 24.25166415489239, 96.66666666666666, 'High Risk'),
(68655, 80, 12, '39:45.9', 37.40475552685307, 96.62516870133327, 128, 70, 76, 'Male', 79.80646780699288, 1.535071333305782, 0.12316068697590013, 58, 33.867330546920606, 89.33333333333333, 'High Risk'),
(68656, 81, 16, '38:45.9', 36.51988399765385, 98.28169721, 111, 77, 73, 'Female', 77.78442477183432, 1.5850632533473257, 0.10869677976213346, 34, 30.959892837438716, 88.33333333333333, 'High Risk'),
(68657, 90, 19, '37:45.9', 36.113004109202855, 95.19362164185456, 115, 79, 83, 'Male', 92.46612421634524, 1.6670154448756405, 0.095962375, 36, 33.27387702, 91, 'High Risk'),
(68658, 85, 16, '36:45.9', 36.05328115446458, 98.61791847031921, 129, 76, 35, 'Female', 84.35883874151227, 1.559499150039173, 0.13464303595591628, 53, 34.68648625216101, 93.66666666666666, 'High Risk'),
(68659, 61, 14, '35:45.9', 36.76509480560953, 97.83976617168108, 115, 84, 18, 'Male', 86.10564309912239, 1.6113762863237913, 0.05460474, 31, 33.16176814244788, 94.33333333333333, 'High Risk'),
(68660, 81, 16, '34:45.9', 37.04123851456885, 97.04088642328405, 127, 77, 42, 'Male', 97.25098592202653, 1.984034212944354, 0.051203761, 50, 24.705616690990652, 93.66666666666666, 'Low Risk'),
(68661, 69, 19, '33:45.9', 37.23186664179094, 99.48970616, 129, 86, 62, 'Male', 89.26593926067316, 1.7149563895291542, 0.10491628071251613, 43, 30.351462160659093, 100.33333333333333, 'High Risk'),
(68662, 73, 13, '32:45.9', 37.25251727564807, 98.59467892983665, 110, 83, 87, 'Female', 75.82655802, 1.614267857064117, 0.11240592735983981, 27, 29.098469308896874, 92, 'Low Risk'),
(68663, 99, 16, '31:45.9', 36.19380955891259, 99.12083294936942, 119, 72, 45, 'Female', 98.27578118860278, 1.7451193478834193, 0.085786415, 47, 32.26979731865759, 87.66666666666667, 'High Risk'),
(68664, 99, 12, '30:45.9', 36.27046007, 95.04182193239477, 111, 77, 71, 'Male', 53.11263167918656, 1.6447555571969041, 0.051837103301185565, 34, 19.633381066833277, 88.33333333333333, 'High Risk'),
(68665, 81, 17, '29:45.9', 36.95598197266334, 96.22256274747838, 125, 71, 42, 'Male', 82.70388378, 1.5441357237989772, 0.067533871, 54, 34.68605939458365, 89, 'High Risk'),
(68666, 85, 13, '28:45.9', 36.955963560964115, 95.86743730650412, 132, 86, 26, 'Female', 51.07176866698981, 1.580340979677543, 0.10348489627944155, 46, 20.44933993, 101.33333333333333, 'Low Risk'),
(68667, 90, 14, '27:45.9', 36.73741739781479, 98.60259415949861, 129, 87, 52, 'Male', 97.41717781, 1.8230920548247558, 0.092909202, 42, 29.31017065613861, 101, 'Low Risk'),
(68668, 76, 16, '26:45.9', 36.80751155029066, 96.09701115271304, 129, 89, 79, 'Female', 57.56460748481174, 1.910946211951899, 0.091800009, 40, 15.76371671547556, 102.33333333333333, 'High Risk'),
(68669, 94, 15, '25:45.9', 36.52975530316396, 96.94376991432159, 137, 78, 20, 'Male', 67.42543919009371, 1.6857547940394897, 0.10212102375038934, 59, 23.726570962219586, 97.66666666666666, 'High Risk'),
(68670, 90, 16, '24:45.9', 36.42801245311852, 96.94825720297102, 125, 82, 89, 'Female', 67.44552631121289, 1.5629693343191629, 0.071584661, 43, 27.60909897703615, 96.33333333333333, 'Low Risk'),
(68671, 93, 16, '23:45.9', 36.25803818861493, 98.27937107859398, 114, 84, 71, 'Male', 72.86238374235147, 1.6979445458750175, 0.086610436, 30, 25.272975178701383, 94, 'High Risk'),
(68672, 69, 15, '22:45.9', 37.09329405142287, 95.37602170039904, 126, 76, 59, 'Male', 83.42545577690211, 1.9832882197149444, 0.05845082, 50, 21.209328731558852, 92.66666666666666, 'Low Risk'),
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(68674, 62, 15, '20:45.9', 37.22710940478612, 99.47652525, 118, 71, 58, 'Female', 99.54355464, 1.7847542383592188, 0.060366945469405166, 47, 31.250451846293224, 86.66666666666667, 'High Risk'),
(68675, 93, 16, '19:45.9', 37.406110822445115, 95.10057227105902, 126, 73, 57, 'Female', 94.09650661164912, 1.8885051852484964, 0.13160394751732607, 53, 26.383787296902703, 90.66666666666666, 'High Risk'),
(68676, 88, 14, '18:45.9', 37.49342426676885, 96.68600407949518, 128, 78, 33, 'Female', 75.97542423317938, 1.7044098368393192, 0.10488795928208447, 50, 26.153214137065508, 94.66666666666666, 'Low Risk'),
(68677, 82, 16, '17:45.9', 37.48745952281742, 96.36904425419722, 136, 75, 35, 'Female', 54.77185641530765, 1.5407127386399748, 0.1391971181723678, 61, 23.073533844118447, 95.33333333333333, 'Low Risk'),
(68678, 95, 15, '16:45.9', 37.16749171953085, 98.59601160878263, 131, 80, 27, 'Female', 94.45773992, 1.9621441756579932, 0.056512756724459406, 51, 24.53441566515369, 97, 'High Risk'),
(68679, 92, 16, '15:45.9', 37.45163644263832, 98.21690192582929, 127, 88, 19, 'Female', 75.69269283, 1.7606952866445431, 0.14686350200949477, 39, 24.41662046982253, 101, 'High Risk'),
(68680, 84, 13, '14:45.9', 37.43861810821791, 98.875991, 131, 76, 40, 'Female', 76.26188163, 1.6088334433608802, 0.1406472012428707, 55, 29.463568496726324, 94.33333333333333, 'Low Risk'),
(68681, 78, 13, '13:45.9', 36.83959045751304, 96.73274145283104, 112, 81, 23, 'Female', 63.78636091293152, 1.5168740305684238, 0.12729636241433046, 31, 27.72227029387117, 91.33333333333333, 'Low Risk'),
(68682, 97, 14, '12:45.9', 36.99992719168775, 97.61361991068415, 110, 85, 53, 'Female', 98.95963420569849, 1.8189939628128666, 0.096432464, 25, 29.90856429188553, 93.33333333333333, 'High Risk'),
(68683, 73, 15, '11:45.9', 36.55242283, 95.36630580163398, 126, 72, 60, 'Male', 86.57014113015629, 1.897979901140637, 0.14688517062765571, 54, 24.031722879287656, 90, 'Low Risk'),
(68684, 72, 12, '10:45.9', 36.985029996555525, 99.13173457, 124, 70, 56, 'Female', 89.53279405466938, 1.590426067499492, 0.13732289464032887, 54, 35.39607993, 88, 'High Risk'),
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(68688, 72, 14, '06:45.9', 36.129649852535415, 98.60328356637451, 134, 85, 32, 'Male', 75.15421491847003, 1.5768175304158154, 0.1346868502315139, 49, 30.226681035572533, 101.33333333333333, 'High Risk'),
(68689, 70, 15, '05:45.9', 37.38204717151158, 99.16315090269808, 118, 76, 18, 'Male', 67.49789286384294, 1.6848353529446434, 0.057337668, 42, 23.77799776, 90, 'Low Risk'),
(68690, 95, 14, '04:45.9', 36.96173909506813, 99.42412292005667, 126, 77, 45, 'Female', 56.91031506111222, 1.8301912256931083, 0.087829669, 49, 16.990182820660287, 93.33333333333333, 'High Risk'),
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(68692, 72, 16, '02:45.9', 36.30545601, 97.85280316380349, 111, 74, 18, 'Male', 92.13877123770772, 1.564164131121236, 0.12620590120516617, 37, 37.659779342924914, 86.33333333333333, 'High Risk'),
(68693, 62, 18, '01:45.9', 36.626237683003005, 98.40313221625841, 128, 72, 84, 'Female', 74.91580546260406, 1.8656045962661794, 0.052623193081910116, 56, 21.524558248714204, 90.66666666666666, 'Low Risk'),
(68694, 62, 14, '00:45.9', 36.685794328570275, 95.09334495726497, 139, 88, 24, 'Male', 72.45747377081506, 1.5696245231958708, 0.13362849873615334, 51, 29.409770644145436, 105, 'Low Risk'),
(68695, 98, 12, '59:45.9', 36.12616828926807, 98.55188282506201, 113, 84, 27, 'Female', 79.44409273105717, 1.5368257668566807, 0.08532628, 29, 33.63661952778301, 93.66666666666667, 'High Risk'),
(68696, 94, 19, '58:45.9', 36.43666838627802, 97.23499605757527, 114, 81, 28, 'Male', 63.913781620267514, 1.5423510158283054, 0.10970920135468282, 33, 26.86755006185346, 92, 'High Risk'),
(68697, 73, 17, '57:45.9', 36.493950148345576, 97.34803236700421, 119, 81, 67, 'Female', 50.134322296737615, 1.817250184246134, 0.054126658, 38, 15.181186147925683, 93.66666666666667, 'High Risk'),
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(68700, 76, 12, '54:45.9', 36.23607123, 98.35926565622742, 111, 74, 74, 'Female', 94.69885259741075, 1.562249441105405, 0.14981383974533402, 37, 38.80109313367121, 86.33333333333333, 'High Risk'),
(68701, 78, 13, '53:45.9', 36.568385739208104, 99.08667373016114, 125, 76, 25, 'Female', 83.41694139385592, 1.771378670824169, 0.094065125, 49, 26.584680159718836, 92.33333333333333, 'Low Risk'),
(68702, 77, 14, '52:45.9', 36.23747863570971, 96.29065567974476, 112, 71, 43, 'Female', 99.12401963360875, 1.6110936690030155, 0.12476873518103603, 41, 38.18891529239221, 84.66666666666667, 'High Risk'),
(68703, 98, 12, '51:45.9', 37.38410324681034, 98.62888014334419, 127, 89, 61, 'Female', 85.69023471450475, 1.9437034455976692, 0.083745572, 38, 22.681476544374963, 101.66666666666667, 'High Risk'),
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(68705, 75, 17, '49:45.9', 37.2072628, 98.51448681642557, 114, 85, 70, 'Female', 82.05440249, 1.9964530425954674, 0.14489476043028215, 29, 20.586555507655103, 94.66666666666667, 'Low Risk'),
(68706, 99, 17, '48:45.9', 36.95592157002863, 96.77197085, 134, 74, 81, 'Male', 51.76134068793253, 1.6745768794051417, 0.097345345, 60, 18.4584545, 94, 'High Risk'),
(68707, 89, 18, '47:45.9', 36.73507478435542, 98.21055084, 112, 74, 50, 'Female', 57.15135830342564, 1.5376228811147283, 0.10951484698787703, 38, 24.17279620098362, 86.66666666666667, 'Low Risk'),
(68708, 82, 12, '46:45.9', 36.68544374840924, 95.06247054947417, 113, 79, 55, 'Female', 75.41492661448581, 1.9340112429960485, 0.1255959453736197, 34, 20.16226524886576, 90.33333333333333, 'Low Risk'),
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(68904, 85, 18, '30:45.9', 36.03631160941692, 97.61194342, 128, 83, 58, 'Female', 85.77776153453014, 1.6129271068180489, 0.13554550412490582, 45, 32.97199514494306, 98, 'High Risk'),
(68905, 68, 15, '29:45.9', 37.24920282, 96.29336662772859, 124, 86, 39, 'Male', 73.24296866777414, 1.9173011397880089, 0.14015471107966834, 38, 19.924401184934236, 98.66666666666667, 'Low Risk'),
(68906, 84, 18, '28:45.9', 37.478630846604894, 95.33680790056145, 119, 72, 39, 'Male', 67.27655626430257, 1.7176489516423676, 0.065978386, 47, 22.80315480025215, 87.66666666666667, 'Low Risk'),
(68907, 66, 14, '27:45.9', 36.03783278215517, 98.26712506782205, 110, 83, 50, 'Male', 94.61630781, 1.8746902071888623, 0.078278736, 27, 26.92197862583996, 92, 'Low Risk'),
(68908, 97, 16, '26:45.9', 36.80672804, 99.45984539960766, 115, 71, 88, 'Female', 50.47628627959486, 1.8661045676303556, 0.13264471789964621, 44, 14.49490732672964, 85.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(68910, 77, 14, '24:45.9', 36.38538935366205, 97.33036761867791, 122, 77, 75, 'Male', 69.84948263598015, 1.6782999005455461, 0.12179466561702057, 45, 24.798422561166465, 92, 'Low Risk'),
(68911, 60, 15, '23:45.9', 37.351269715322566, 95.64525867022616, 115, 80, 51, 'Female', 78.68247277010532, 1.8305977208776019, 0.051797126, 35, 23.479679555383395, 91.66666666666667, 'Low Risk'),
(68912, 64, 17, '22:45.9', 37.40776300625551, 97.17778793695263, 131, 89, 50, 'Female', 95.51488348, 1.5601312325029355, 0.10485102278243444, 42, 39.24178806310297, 103, 'High Risk'),
(68913, 66, 14, '21:45.9', 36.53295489087036, 98.23708588095384, 131, 86, 75, 'Female', 59.5722432, 1.9765697292274462, 0.14032057878857063, 45, 15.248238420529361, 101, 'High Risk'),
(68914, 80, 13, '20:45.9', 36.179807062522926, 95.59559073200451, 137, 82, 73, 'Female', 94.39497679989702, 1.8839370900097452, 0.10431518817542106, 55, 26.595985732999345, 100.33333333333333, 'Low Risk'),
(68915, 99, 13, '19:45.9', 37.03298919245476, 98.68473919498929, 135, 71, 25, 'Female', 82.72183674275078, 1.5743448279980723, 0.1397434918928429, 64, 33.37493629089159, 92.33333333333333, 'High Risk'),
(68916, 92, 19, '18:45.9', 37.3435574, 99.19589851359365, 120, 83, 57, 'Male', 50.21349482695266, 1.944804129737933, 0.10062280508562847, 37, 13.276044912506896, 95.33333333333333, 'High Risk'),
(68917, 73, 14, '17:45.9', 36.09059043598395, 99.91206209, 129, 75, 47, 'Male', 52.12917389279083, 1.8428664424878476, 0.1053489010605466, 54, 15.349460615698408, 93, 'High Risk'),
(68918, 81, 17, '16:45.9', 36.84003182074122, 99.82830039373681, 123, 82, 85, 'Female', 63.50399038910729, 1.6102317872725802, 0.1361185979732334, 41, 24.491998513669213, 95.66666666666667, 'Low Risk'),
(68919, 67, 12, '15:45.9', 37.42074839253944, 95.37202757283028, 139, 74, 24, 'Male', 73.37040705287077, 1.595757807428884, 0.090611604, 65, 28.81290004527345, 95.66666666666666, 'Low Risk'),
(68920, 87, 17, '14:45.9', 36.49370905019484, 98.67292659442963, 112, 79, 57, 'Female', 69.35256925373594, 1.5619560139508373, 0.089351817, 33, 28.426602424950058, 90, 'Low Risk'),
(68921, 89, 17, '13:45.9', 36.40981513804847, 98.71028527849195, 115, 87, 47, 'Female', 71.68097875114114, 1.7995928265630288, 0.058412304, 28, 22.13377138986123, 96.33333333333333, 'Low Risk'),
(68922, 83, 12, '12:45.9', 36.740455365471206, 95.33040013738143, 137, 79, 68, 'Male', 96.14924195443173, 1.8835251374242101, 0.14757731221783088, 58, 27.102104986426333, 98.33333333333333, 'Low Risk'),
(68923, 70, 19, '11:45.9', 36.010808866010514, 99.61923609891056, 138, 84, 71, 'Female', 81.49401047, 1.500848308043869, 0.11285053897047638, 54, 36.17862780958303, 102, 'High Risk'),
(68924, 83, 18, '10:45.9', 37.01362522087696, 99.56385827774669, 138, 85, 57, 'Female', 61.70658238689265, 1.8414260258916655, 0.09627744, 53, 18.19796979098963, 102.66666666666666, 'High Risk'),
(68925, 82, 17, '09:45.9', 37.25237134719235, 99.97292984, 117, 72, 25, 'Male', 85.01878608863674, 1.6191693380499936, 0.09036803, 45, 32.42876112, 87, 'High Risk'),
(68926, 74, 13, '08:45.9', 36.257122725105326, 99.51125436, 127, 75, 78, 'Female', 54.40264864583242, 1.7447680192932271, 0.1210118032300464, 52, 17.870827376563522, 92.33333333333333, 'High Risk'),
(68927, 85, 19, '07:45.9', 37.49947846954538, 97.00068230300761, 139, 78, 61, 'Male', 79.60226495, 1.6125135892986397, 0.082253276, 61, 30.613899943610036, 98.33333333333333, 'High Risk'),
(68928, 69, 18, '06:45.9', 37.456384613719926, 97.81785392198101, 132, 83, 33, 'Female', 58.57380550790221, 1.9784680189660644, 0.07635257, 49, 14.96391979791217, 99.33333333333333, 'High Risk'),
(68929, 61, 17, '05:45.9', 36.18037808693578, 99.85171858, 128, 75, 48, 'Female', 72.40303519235698, 1.910637136636613, 0.072077392, 53, 19.833544867422233, 92.66666666666666, 'Low Risk'),
(68930, 88, 19, '04:45.9', 37.18921252534068, 98.46593684501926, 132, 78, 52, 'Female', 64.99352802471124, 1.6955635308312513, 0.14837654520333055, 54, 22.60695024124587, 96, 'Low Risk'),
(68931, 93, 18, '03:45.9', 36.167647447483866, 96.11048013, 125, 71, 50, 'Female', 53.56938303465081, 1.9306619285669284, 0.13777807566255906, 54, 14.371568832232878, 89, 'High Risk'),
(68932, 60, 16, '02:45.9', 36.02012351345756, 95.40705699403485, 110, 84, 18, 'Male', 88.35579890781993, 1.619790320860126, 0.058361087, 26, 33.675764139724876, 92.66666666666667, 'High Risk'),
(68933, 61, 16, '01:45.9', 37.09446324295039, 99.54371705173436, 116, 81, 35, 'Male', 78.67356694766804, 1.9606914547558618, 0.087416906, 35, 20.464933076840975, 92.66666666666667, 'Low Risk'),
(68934, 60, 14, '00:45.9', 36.022479167692396, 97.58074311692464, 129, 83, 84, 'Male', 51.04775284116856, 1.5079386500666685, 0.10745955776564958, 46, 22.44963495, 98.33333333333333, 'Low Risk'),
(68935, 98, 14, '59:45.9', 36.27129917882271, 97.27798994, 117, 80, 58, 'Male', 90.59715817, 1.9892271057881588, 0.12872938023433156, 37, 22.89527362487704, 92.33333333333333, 'High Risk'),
(68936, 61, 18, '58:45.9', 36.25864480514684, 99.43028134965117, 131, 81, 71, 'Female', 87.09566358746594, 1.7308721357024135, 0.09391393, 50, 29.071441010091334, 97.66666666666666, 'Low Risk'),
(68937, 96, 13, '57:45.9', 36.048945440199354, 99.14751702264361, 132, 78, 19, 'Female', 95.92011756734166, 1.755391233148881, 0.06373422, 54, 31.12876223530205, 96, 'High Risk'),
(68938, 94, 17, '56:45.9', 37.466769482286935, 96.45442938665381, 112, 78, 28, 'Female', 78.89498513, 1.738755936929734, 0.063517457, 34, 26.095892032003288, 89.33333333333333, 'High Risk'),
(68939, 96, 16, '55:45.9', 36.04986230777164, 96.97354604192465, 112, 83, 32, 'Female', 50.78074120325728, 1.9876092433468975, 0.11280092334637477, 29, 12.853962249132591, 92.66666666666667, 'High Risk'),
(68940, 62, 19, '54:45.9', 36.59896223917116, 98.42951654574745, 120, 76, 82, 'Male', 94.76568224034258, 1.531012123379971, 0.10732006471431188, 44, 40.42907771703068, 90.66666666666667, 'High Risk'),
(68941, 90, 13, '53:45.9', 36.179993618235756, 98.59488132620342, 125, 88, 43, 'Male', 79.98995424805538, 1.5092961511545786, 0.11520784047194255, 37, 35.114502462306845, 100.33333333333333, 'High Risk'),
(68942, 95, 12, '52:45.9', 37.15866923490498, 99.31748802696043, 130, 76, 43, 'Male', 82.75141592748764, 1.6495801119877518, 0.12518563134705885, 54, 30.41085354279576, 94, 'High Risk'),
(68943, 61, 12, '51:45.9', 36.68898395544568, 95.55238577299579, 124, 70, 43, 'Female', 90.93096131631478, 1.791887254374363, 0.074574703, 54, 28.31981563538664, 88, 'Low Risk'),
(68944, 85, 17, '50:45.9', 36.78674485359877, 99.46176157051207, 133, 73, 21, 'Male', 54.63801965058238, 1.5033119357200895, 0.075878755, 60, 24.17668426041062, 93, 'Low Risk'),
(68945, 75, 12, '49:45.9', 36.20868611447672, 96.80629552422019, 130, 85, 24, 'Male', 67.34774745, 1.7878825081303595, 0.064991591, 45, 21.06905824534862, 100, 'Low Risk'),
(68946, 69, 14, '48:45.9', 36.34983455, 98.53904008, 138, 84, 76, 'Male', 89.51433953, 1.570554055161648, 0.061825962, 54, 36.28998883917824, 102, 'High Risk'),
(68947, 82, 18, '47:45.9', 36.35723963350796, 97.06480062471827, 124, 74, 47, 'Female', 69.26145635256817, 1.9384577666552716, 0.1119191491273433, 50, 18.43227462047894, 90.66666666666666, 'High Risk'),
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(68949, 96, 14, '45:45.9', 37.346631455089145, 97.45036802725124, 137, 83, 22, 'Male', 65.19283425120246, 1.6545471010148165, 0.056527019912671866, 54, 23.81450683722193, 101, 'High Risk'),
(68950, 78, 12, '44:45.9', 36.067598997168844, 95.19942519491167, 137, 78, 89, 'Male', 77.25186194256963, 1.7050122582970695, 0.089856285, 59, 26.57381726402134, 97.66666666666666, 'Low Risk'),
(68951, 99, 15, '43:45.9', 37.203261852978954, 99.31542250916803, 129, 76, 18, 'Male', 58.73404334774154, 1.6801830958598063, 0.14472323301617995, 53, 20.805429105304462, 93.66666666666666, 'High Risk'),
(68952, 93, 19, '42:45.9', 37.48388057878589, 99.52055698474975, 135, 78, 21, 'Male', 77.09081421758071, 1.7388321458512723, 0.069735207, 57, 25.496895958750546, 97, 'High Risk'),
(68953, 93, 17, '41:45.9', 36.57846948918444, 97.28595952758305, 139, 84, 67, 'Female', 65.80720410098914, 1.7671071002024132, 0.073374136, 55, 21.074034947820174, 102.33333333333333, 'High Risk'),
(68954, 69, 12, '40:45.9', 36.41434933805396, 95.16722237924391, 125, 87, 81, 'Female', 69.62787760361888, 1.847512844768536, 0.075768918, 38, 20.398969293972392, 99.66666666666667, 'Low Risk'),
(68955, 89, 17, '39:45.9', 36.43788212014377, 96.83265661696787, 113, 80, 62, 'Male', 98.47157033242394, 1.9909397846497385, 0.13796795303886572, 33, 24.84246081402232, 91, 'Low Risk'),
(68956, 89, 17, '38:45.9', 37.11830524160229, 97.30231006971464, 135, 77, 84, 'Male', 82.12411145578122, 1.7945035637604922, 0.076330431, 58, 25.502457555774463, 96.33333333333333, 'Low Risk'),
(68957, 96, 18, '37:45.9', 36.47292186782072, 96.30450736053763, 121, 87, 38, 'Female', 58.60550944999325, 1.8348129560527222, 0.13726134297422632, 34, 17.408239351173993, 98.33333333333333, 'High Risk'),
(68958, 72, 19, '36:45.9', 36.58912707858495, 95.49030249832246, 137, 79, 63, 'Male', 80.73166274363729, 1.6918641206966467, 0.11862413933045081, 58, 28.20414484503177, 98.33333333333333, 'Low Risk'),
(68959, 68, 12, '35:45.9', 36.45149045, 99.03826644356859, 129, 74, 69, 'Female', 79.02435806602334, 1.7688942062973214, 0.1100604362799219, 55, 25.255574827427882, 92.33333333333333, 'Low Risk'),
(68960, 62, 17, '34:45.9', 36.37524818566633, 97.31912419794634, 112, 74, 83, 'Female', 86.18168748535979, 1.9919041357230478, 0.11648884472186809, 38, 21.720915541946983, 86.66666666666667, 'Low Risk'),
(68961, 85, 13, '33:45.9', 36.16366557586876, 95.41949979872277, 127, 70, 34, 'Female', 93.21441494927245, 1.7153803720955667, 0.10866953702386767, 57, 31.678324646008694, 89, 'High Risk'),
(68962, 66, 16, '32:45.9', 36.29263770521602, 97.30227402415137, 120, 86, 62, 'Male', 71.88799306323082, 1.5552149243895328, 0.11699551068740972, 34, 29.721828839030728, 97.33333333333333, 'Low Risk'),
(68963, 96, 16, '31:45.9', 36.84297348021663, 98.90689934716258, 139, 79, 69, 'Male', 82.32401674, 1.8163848679939059, 0.10469051952022326, 60, 24.952312559736285, 99, 'High Risk'),
(68964, 64, 18, '30:45.9', 37.41603007952891, 95.48147707, 117, 89, 44, 'Male', 77.43272105824472, 1.9600287019839215, 0.099197227, 28, 20.155782298718663, 98.33333333333333, 'Low Risk'),
(68965, 95, 17, '29:45.9', 36.86441110573306, 98.03596098, 121, 78, 68, 'Male', 73.36053683647008, 1.6148798451913033, 0.067425235, 43, 28.13079929624565, 92.33333333333333, 'High Risk'),
(68966, 99, 15, '28:45.9', 36.635773945778446, 95.98609737862789, 130, 88, 27, 'Male', 76.76582876222648, 1.7075445719343332, 0.14169566214843637, 42, 26.32836227625974, 102, 'High Risk'),
(68967, 86, 18, '27:45.9', 36.748287785962056, 96.17782765234855, 135, 82, 32, 'Female', 76.50365226373489, 1.9047998933877144, 0.1332122232442453, 53, 21.08547808805092, 99.66666666666666, 'Low Risk'),
(68968, 93, 15, '26:45.9', 36.843236498952024, 95.31004628230122, 111, 81, 78, 'Female', 68.57034057974963, 1.7419583005074029, 0.1074752896739142, 30, 22.59752093929256, 91, 'High Risk'),
(68969, 96, 15, '25:45.9', 37.36124056421664, 99.90472986763986, 134, 82, 85, 'Male', 53.07333362384623, 1.7865035716926936, 0.11649623475142912, 52, 16.629094051648853, 99.33333333333333, 'High Risk'),
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(68971, 63, 19, '23:45.9', 37.261691677579115, 99.10491536, 114, 84, 68, 'Male', 85.65029491854727, 1.5216437007464427, 0.085895027, 30, 36.99158309146907, 94, 'High Risk'),
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(68974, 78, 18, '20:45.9', 36.867591131675965, 96.68483517, 135, 83, 21, 'Female', 91.49638204, 1.780365985692175, 0.1459825769349598, 52, 28.865916081799867, 100.33333333333333, 'Low Risk'),
(68975, 75, 14, '19:45.9', 37.44358485663011, 95.80326694447817, 138, 78, 68, 'Female', 65.07509305628244, 1.887864889, 0.089449199, 60, 18.258831421968246, 98, 'High Risk'),
(68976, 79, 19, '18:45.9', 36.890801729724494, 97.26444875, 113, 86, 19, 'Female', 70.13363735795835, 1.928200965943274, 0.12094394766987344, 27, 18.86347805797804, 95, 'Low Risk'),
(68977, 66, 19, '17:45.9', 36.60857501509955, 98.87192165, 124, 74, 38, 'Male', 83.25064658556066, 1.770628829760391, 0.12529719914925333, 50, 26.55415908719596, 90.66666666666666, 'Low Risk'),
(68978, 61, 16, '16:45.9', 36.96286347514659, 99.13555479791012, 116, 77, 68, 'Female', 94.35699567806452, 1.9822046747838633, 0.065365792, 39, 24.014697058499234, 90, 'Low Risk'),
(68979, 61, 17, '15:45.9', 36.66208175823365, 99.67974507416854, 137, 70, 32, 'Male', 96.86016660272492, 1.6058657062793213, 0.083660507, 67, 37.560102111293155, 92.33333333333333, 'High Risk'),
(68980, 79, 13, '14:45.9', 37.002620509463554, 96.57538396257272, 111, 71, 40, 'Female', 97.30279644018384, 1.6409459644941995, 0.098586241, 40, 36.135724084234965, 84.33333333333333, 'High Risk'),
(68981, 93, 13, '13:45.9', 37.473427555326204, 96.12171245, 123, 82, 78, 'Male', 62.26714813100908, 1.514306453, 0.10666512550878851, 41, 27.15385090580242, 95.66666666666667, 'High Risk'),
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(68984, 83, 15, '10:45.9', 36.31024493, 97.61543413589422, 120, 71, 63, 'Male', 51.151155142194156, 1.7535410089493395, 0.1352480488990643, 49, 16.635030136409494, 87.33333333333333, 'High Risk'),
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(68987, 92, 12, '07:45.9', 36.79628108998074, 96.45778044, 110, 77, 72, 'Male', 89.84426383, 1.9184261124608062, 0.11324597893959527, 33, 24.41182231282027, 88, 'High Risk'),
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(69167, 85, 15, '07:45.9', 36.70367912, 96.14703187779035, 131, 75, 24, 'Male', 87.54149789895229, 1.5970516253749683, 0.06487972, 56, 34.32227472452903, 93.66666666666666, 'High Risk'),
(69168, 64, 17, '06:45.9', 36.18223645432756, 96.24857995845518, 139, 89, 75, 'Male', 85.23722064087059, 1.8418213470807467, 0.11263799088084785, 50, 25.12663179344569, 105.66666666666666, 'Low Risk'),
(69169, 96, 12, '05:45.9', 37.187742128078554, 97.16594896914643, 113, 73, 61, 'Female', 51.39065044, 1.9688649027758685, 0.068755292, 40, 13.25721440116386, 86.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(69171, 72, 12, '03:45.9', 36.00181548854188, 97.40244488, 110, 87, 37, 'Female', 80.33810515, 1.8676799754475955, 0.13594490653552954, 23, 23.03120491157826, 94.66666666666667, 'Low Risk'),
(69172, 91, 13, '02:45.9', 37.06927057, 95.67478284314551, 137, 83, 26, 'Female', 79.65888241192178, 1.6088311706237581, 0.12932982410224855, 54, 30.776077370892473, 101, 'High Risk'),
(69173, 62, 13, '01:45.9', 37.47176813896241, 96.68058894, 130, 73, 47, 'Female', 53.73134459082262, 1.532012886104481, 0.12348178097387565, 57, 22.893008636387528, 92, 'Low Risk'),
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(69175, 82, 14, '59:45.9', 36.885389237149695, 98.49468729940315, 124, 78, 41, 'Male', 92.90799789252273, 1.7318871845920958, 0.05576209, 46, 30.97518466763602, 93.33333333333333, 'High Risk'),
(69176, 93, 12, '58:45.9', 37.311818105993446, 99.69104389233834, 118, 83, 32, 'Male', 89.39176430706814, 1.951936187486758, 0.081093031, 35, 23.462067377515286, 94.66666666666667, 'High Risk'),
(69177, 80, 14, '57:45.9', 37.37807509727762, 97.89208221074963, 118, 77, 67, 'Male', 81.01850288862222, 1.7724815845585902, 0.07086574, 41, 25.78818340956403, 90.66666666666667, 'Low Risk'),
(69178, 82, 18, '56:45.9', 37.37874856, 98.01619128496186, 137, 78, 82, 'Male', 91.15898551336231, 1.568708206317636, 0.14743708104168546, 59, 37.04376721867001, 97.66666666666666, 'High Risk'),
(69179, 77, 14, '55:45.9', 36.77836270332076, 95.49824554333334, 130, 74, 18, 'Female', 52.04471388259365, 1.565643025766579, 0.083378203, 56, 21.232010966014766, 92.66666666666666, 'Low Risk'),
(69180, 72, 16, '54:45.9', 36.73622005549315, 97.37193690885503, 129, 89, 23, 'Female', 92.37887566267732, 1.890377968657512, 0.055628092, 40, 25.850882745998884, 102.33333333333333, 'Low Risk'),
(69181, 93, 15, '53:45.9', 36.315026964109606, 96.87186253626402, 129, 84, 34, 'Male', 75.21144592, 1.5040412270831174, 0.1363217879162841, 45, 33.24791811823808, 99, 'High Risk'),
(69182, 64, 15, '52:45.9', 37.03550221, 97.41431827, 138, 86, 49, 'Male', 85.75070249381746, 1.6417950824825709, 0.1365571244518134, 52, 31.81264546591678, 103.33333333333333, 'High Risk'),
(69183, 67, 19, '51:45.9', 37.172104209762416, 97.41673814743552, 132, 75, 86, 'Male', 63.14071668639796, 1.753274798084041, 0.064756342, 57, 20.540429794006133, 94, 'Low Risk'),
(69184, 92, 18, '50:45.9', 36.45596273452892, 98.12314127378859, 130, 74, 41, 'Male', 95.66430145470724, 1.698987672361855, 0.10527678911615931, 56, 33.141293069501565, 92.66666666666666, 'High Risk'),
(69185, 81, 14, '49:45.9', 37.258312783959425, 98.97933743314125, 131, 71, 87, 'Female', 60.57672837530898, 1.573527420162872, 0.11860956759408071, 60, 24.46567395, 91, 'Low Risk'),
(69186, 86, 15, '48:45.9', 37.19719655338627, 98.13186111211384, 138, 79, 46, 'Male', 85.38496956761855, 1.723124283180522, 0.1344687308631181, 59, 28.757307571131157, 98.66666666666666, 'Low Risk'),
(69187, 77, 15, '47:45.9', 36.500694749900546, 95.83251002642847, 136, 70, 36, 'Male', 58.881830588440636, 1.850147394654229, 0.078123096, 66, 17.201592155044477, 92, 'High Risk'),
(69188, 83, 15, '46:45.9', 37.27747225066508, 95.77619048332538, 131, 71, 43, 'Female', 95.65508419682378, 1.5700894741033262, 0.10065880292538112, 60, 38.80245948567509, 91, 'High Risk'),
(69189, 90, 18, '45:45.9', 36.15058794678847, 97.73796968236948, 139, 79, 46, 'Male', 75.50226577580074, 1.9357442704063654, 0.12864190842085527, 60, 20.149488214493115, 99, 'Low Risk'),
(69190, 78, 12, '44:45.9', 36.63214304223822, 99.98585005834836, 110, 74, 20, 'Male', 94.20810035660864, 1.7552249198497705, 0.096802978, 36, 30.578958832999508, 86, 'High Risk'),
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(69193, 82, 19, '41:45.9', 36.06552467372547, 98.63733757411066, 135, 76, 60, 'Female', 89.63922918098926, 1.5039468680787713, 0.11376066071154851, 59, 39.63082617462055, 95.66666666666666, 'High Risk'),
(69194, 70, 16, '40:45.9', 36.69829883247501, 98.60563202553551, 130, 83, 57, 'Male', 73.04337591541447, 1.5921451485105975, 0.10575056326656683, 47, 28.81479416116187, 98.66666666666667, 'Low Risk'),
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(69200, 86, 14, '34:45.9', 36.70604252116838, 99.53997170048412, 114, 82, 20, 'Female', 71.60988665481534, 1.6355701031320296, 0.14993849341629595, 32, 26.769154821992323, 92.66666666666667, 'Low Risk'),
(69201, 88, 17, '33:45.9', 36.82629740372254, 99.06224841034995, 133, 87, 69, 'Female', 98.52426382, 1.6902334063455953, 0.063216558, 46, 34.486556853798334, 102.33333333333333, 'High Risk'),
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(69203, 82, 18, '31:45.9', 37.40729315684177, 96.36115328, 114, 81, 27, 'Female', 51.19670727037157, 1.9996185120386485, 0.075366061, 33, 12.804060946846969, 92, 'High Risk'),
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(69205, 99, 12, '29:45.9', 36.231173360296744, 96.22182871300255, 129, 86, 87, 'Female', 79.58936826337762, 1.8760780884052062, 0.098782333, 43, 22.612742392454887, 100.33333333333333, 'High Risk'),
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(69218, 64, 18, '16:45.9', 37.06012497, 95.52279475194425, 126, 73, 61, 'Female', 63.792179802969784, 1.6871025034553218, 0.10167594066011945, 53, 22.41220068903536, 90.66666666666666, 'Low Risk'),
(69219, 81, 17, '15:45.9', 37.47600833378655, 97.27454580505996, 119, 78, 40, 'Male', 66.94312847276808, 1.8762607055791216, 0.13447002098249936, 41, 19.01602054744876, 91.66666666666667, 'Low Risk'),
(69220, 99, 19, '14:45.9', 36.00830716528108, 97.47177217776957, 113, 73, 62, 'Female', 77.27143875333427, 1.7569840373611716, 0.129065301, 40, 25.031297792926296, 86.33333333333333, 'High Risk'),
(69221, 74, 16, '13:45.9', 36.49358024806113, 96.85454195236359, 111, 84, 57, 'Male', 82.26515083279381, 1.9047220309133581, 0.097126714, 27, 22.67528154663122, 93, 'Low Risk'),
(69222, 89, 13, '12:45.9', 36.39864820893368, 99.95952189353665, 129, 79, 82, 'Female', 99.72481990704051, 1.8369163875067223, 0.093474622, 50, 29.55455900690989, 95.66666666666666, 'Low Risk'),
(69223, 94, 18, '11:45.9', 36.484006329456896, 98.16113361906474, 114, 77, 41, 'Female', 80.21008829, 1.9681899658594642, 0.051508174037099154, 37, 20.705940781730252, 89.33333333333333, 'High Risk'),
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(69227, 80, 16, '07:45.9', 36.772453023350515, 98.25969378029883, 137, 70, 84, 'Female', 51.32368032249509, 1.7776675544356775, 0.080079393, 67, 16.24114708730767, 92.33333333333333, 'High Risk'),
(69228, 85, 13, '06:45.9', 36.37101269345594, 96.14938917853858, 133, 85, 67, 'Female', 69.77675762849964, 1.6590732626360523, 0.12165457051873307, 48, 25.350098791824138, 101, 'Low Risk'),
(69229, 70, 14, '05:45.9', 36.68926680718803, 96.23808871575741, 135, 78, 64, 'Male', 91.64716461522197, 1.5592225300918172, 0.1235792326666074, 57, 37.69665632759492, 97, 'High Risk'),
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(69243, 81, 12, '51:45.9', 36.899530260876894, 95.32019313470141, 120, 79, 67, 'Male', 66.02550759648292, 1.5450620290518655, 0.077457257, 41, 27.657945056332125, 92.66666666666667, 'Low Risk'),
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(69429, 96, 19, '45:45.9', 36.16759212005278, 99.64375904257041, 113, 77, 84, 'Female', 96.48992467518114, 1.9034361459894107, 0.099450085, 36, 26.632095707958143, 89, 'High Risk'),
(69430, 94, 15, '44:45.9', 36.00428014817979, 98.99421602580414, 122, 75, 62, 'Male', 98.71075797131064, 1.8497917510660882, 0.1268164001255615, 47, 28.848205951886406, 90.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(69432, 68, 16, '42:45.9', 36.91190653601277, 98.66722012158797, 139, 77, 54, 'Male', 80.29987401, 1.728073489533446, 0.1029619996098606, 62, 26.889978096262613, 97.66666666666666, 'Low Risk'),
(69433, 91, 15, '41:45.9', 37.104660012444036, 98.65589565893535, 122, 72, 78, 'Male', 96.27650436581948, 1.5768471176164303, 0.10667710319227224, 50, 38.720516004517826, 88.66666666666666, 'High Risk'),
(69434, 91, 15, '40:45.9', 36.163228971533925, 98.97755641547113, 137, 75, 36, 'Female', 82.89997503785706, 1.7045828892460344, 0.14626831693408054, 62, 28.531075991251875, 95.66666666666666, 'High Risk'),
(69435, 73, 18, '39:45.9', 36.21519624850849, 99.77073310680578, 133, 74, 77, 'Male', 93.72676718965725, 1.651880057392628, 0.091692205, 59, 34.34840835641773, 93.66666666666666, 'High Risk'),
(69436, 72, 14, '38:45.9', 37.32315224095572, 97.17605262804817, 121, 81, 89, 'Female', 91.86510745475076, 1.657944517038951, 0.094810959, 40, 33.42031982681636, 94.33333333333333, 'High Risk'),
(69437, 79, 16, '37:45.9', 36.13312597017173, 98.79204917, 129, 82, 55, 'Male', 96.92546407563384, 1.9908928821078589, 0.13155482842214655, 47, 24.45356043456096, 97.66666666666667, 'Low Risk'),
(69438, 94, 16, '36:45.9', 36.00777485465792, 95.10090336660187, 135, 83, 81, 'Male', 57.662214412193194, 1.8251884355569326, 0.13163634960773263, 52, 17.309156310518613, 100.33333333333333, 'High Risk'),
(69439, 77, 14, '35:45.9', 36.44522811359113, 99.23945492386616, 134, 88, 55, 'Female', 50.71344095511426, 1.7861426977449448, 0.074872957, 46, 15.896106875151961, 103.33333333333333, 'High Risk'),
(69440, 63, 13, '34:45.9', 36.88199705628441, 96.73782761664079, 111, 88, 62, 'Female', 63.159521694989394, 1.5371671604449726, 0.14883479112061776, 23, 26.729857096301565, 95.66666666666667, 'Low Risk'),
(69441, 82, 19, '33:45.9', 36.04540359598329, 98.63425029005825, 118, 89, 45, 'Male', 69.44732431336037, 1.5154290976643483, 0.1253879167134097, 29, 30.240173186816975, 98.66666666666667, 'High Risk'),
(69442, 76, 16, '32:45.9', 37.190690143645874, 96.50035292749845, 113, 85, 42, 'Female', 55.61120137, 1.7115681133151408, 0.1449281072052466, 28, 18.98339582710878, 94.33333333333333, 'Low Risk'),
(69443, 71, 12, '31:45.9', 36.31455981388012, 99.98449295621202, 124, 79, 88, 'Male', 97.29311444230382, 1.938163971022328, 0.087394811, 45, 25.900078093693725, 94, 'Low Risk'),
(69444, 62, 13, '30:45.9', 37.40627792497908, 98.44105385606211, 120, 70, 43, 'Female', 52.95214787186122, 1.8953207814568143, 0.12910818038082839, 50, 14.740700823643737, 86.66666666666666, 'High Risk'),
(69445, 76, 16, '29:45.9', 37.461133036381746, 95.59625691625298, 110, 77, 48, 'Male', 87.89504766025027, 1.7575268392751906, 0.058917447, 33, 28.455123458105415, 88, 'Low Risk'),
(69446, 83, 15, '28:45.9', 36.436915232330335, 98.2787173, 137, 83, 71, 'Female', 92.64109565390277, 1.6691040211293633, 0.085451517, 54, 33.25346274686754, 101, 'High Risk'),
(69447, 72, 19, '27:45.9', 37.021726082965785, 97.34434172076705, 130, 75, 79, 'Male', 89.28424169216093, 1.5955299430275214, 0.059199221, 55, 35.07235242984195, 93.33333333333333, 'High Risk'),
(69448, 80, 15, '26:45.9', 37.116425807967445, 98.79282746481901, 139, 70, 84, 'Male', 93.31679311485121, 1.8431753499345997, 0.11817184123810703, 69, 27.467965818406583, 93, 'Low Risk'),
(69449, 97, 18, '25:45.9', 36.65770026864581, 95.00748917600224, 126, 84, 47, 'Female', 57.456281074760305, 1.665606628422489, 0.13002467377042665, 42, 20.710597639624627, 98, 'High Risk'),
(69450, 91, 16, '24:45.9', 36.44683187406205, 95.07352269491129, 110, 85, 70, 'Female', 82.82606497020177, 1.963355156551051, 0.098381342, 25, 21.48667891002049, 93.33333333333333, 'High Risk'),
(69451, 93, 14, '23:45.9', 36.714077130343206, 99.32372704585448, 128, 80, 68, 'Female', 55.157769865200564, 1.6048042299254561, 0.10017902562433534, 48, 21.41719435144272, 96, 'High Risk'),
(69452, 77, 19, '22:45.9', 36.451417651295074, 98.26068333, 115, 74, 20, 'Male', 92.15041189611348, 1.9562972878668745, 0.084927449, 41, 24.078397241772727, 87.66666666666667, 'Low Risk'),
(69453, 73, 13, '21:45.9', 36.511293295880016, 95.95401863558362, 134, 84, 42, 'Female', 64.61972445854654, 1.9656891060142734, 0.11793109979972811, 50, 16.723818294905044, 100.66666666666666, 'High Risk'),
(69454, 76, 18, '20:45.9', 36.000610728801895, 97.57023762533395, 126, 83, 71, 'Male', 52.312325385711056, 1.551310746478933, 0.094485928, 43, 21.737341267346046, 97.33333333333333, 'Low Risk'),
(69455, 66, 14, '19:45.9', 36.09586730385157, 96.95831994095545, 123, 70, 85, 'Female', 88.67188505602127, 1.7193894596734554, 0.083426624, 53, 29.99420953, 87.66666666666666, 'Low Risk'),
(69456, 78, 15, '18:45.9', 36.86044291228773, 99.80267726, 130, 87, 28, 'Male', 62.00160785522543, 1.7389515806616336, 0.1141228049219778, 43, 20.503498585781784, 101.33333333333333, 'Low Risk'),
(69457, 65, 17, '17:45.9', 36.3512123, 97.36603200337757, 125, 81, 45, 'Female', 71.31813111397139, 1.995363886237031, 0.10631187904004494, 44, 17.91248082667807, 95.66666666666667, 'High Risk'),
(69458, 61, 16, '16:45.9', 37.027981183509084, 97.32266265348986, 124, 88, 88, 'Male', 64.24242847774117, 1.7916830817077822, 0.082439646, 36, 20.012417937505628, 100, 'Low Risk'),
(69459, 74, 15, '15:45.9', 36.02056915426692, 98.53064188256934, 126, 86, 78, 'Male', 96.99721039725448, 1.7489013047364594, 0.12446696889869353, 40, 31.71236568397391, 99.33333333333333, 'High Risk'),
(69460, 81, 19, '14:45.9', 36.03227836, 99.75577579069925, 123, 79, 81, 'Female', 97.42854055935712, 1.6306660779482778, 0.1310736074140027, 44, 36.640055542169435, 93.66666666666667, 'High Risk'),
(69461, 62, 19, '13:45.9', 36.98004073925454, 95.30246174, 121, 76, 88, 'Male', 78.90139271731498, 1.7598317245074862, 0.053651157081046064, 45, 25.476653723985116, 91, 'Low Risk'),
(69462, 61, 13, '12:45.9', 37.21376885955106, 95.92503160240852, 121, 77, 89, 'Female', 58.73174764316309, 1.5321282802868454, 0.11299132450160633, 44, 25.019732736223606, 91.66666666666667, 'Low Risk'),
(69463, 72, 15, '11:45.9', 37.313118055913165, 96.66901854118503, 136, 83, 50, 'Male', 65.68296581165453, 1.6365994898999203, 0.10536177593181344, 53, 24.52268002738701, 100.66666666666666, 'Low Risk'),
(69464, 86, 15, '10:45.9', 36.10876222604686, 97.98131310807136, 136, 80, 30, 'Male', 55.83368657084313, 1.5076109058251266, 0.11790690949297386, 56, 24.56505627927365, 98.66666666666666, 'Low Risk'),
(69465, 99, 16, '09:45.9', 36.62617778540479, 98.12746075446783, 112, 87, 50, 'Female', 72.87668844091802, 1.9730541017905714, 0.099196651, 25, 18.720206798447943, 95.33333333333333, 'High Risk'),
(69466, 62, 19, '08:45.9', 37.07854594353907, 98.68449584395594, 126, 73, 31, 'Female', 88.72810663233325, 1.8776576858769012, 0.077649596, 53, 25.16682189368622, 90.66666666666666, 'Low Risk'),
(69467, 91, 16, '07:45.9', 37.33744588648301, 99.89139358680656, 125, 70, 59, 'Female', 76.03613544205676, 1.6223532246471537, 0.080365397, 55, 28.888780089998637, 88.33333333333333, 'High Risk'),
(69468, 83, 19, '06:45.9', 36.63668805352418, 95.66698314895379, 112, 72, 56, 'Female', 63.43364300556927, 1.5985318212635884, 0.086309859, 40, 24.82430404, 85.33333333333333, 'Low Risk'),
(69469, 82, 13, '05:45.9', 36.53156785761131, 95.99860978472341, 116, 85, 45, 'Female', 59.15426374358789, 1.8022403563020641, 0.13217333271115667, 31, 18.212125430068447, 95.33333333333333, 'High Risk'),
(69470, 94, 16, '04:45.9', 36.340583793117936, 96.74608745805467, 113, 72, 53, 'Female', 88.94664554763202, 1.9997384635798938, 0.14960391544519175, 41, 22.242478224683577, 85.66666666666667, 'High Risk'),
(69471, 72, 13, '03:45.9', 36.169307643808075, 99.06797153096309, 115, 89, 55, 'Male', 97.73414734, 1.9829644153116042, 0.13592265566058362, 26, 24.855155631731794, 97.66666666666667, 'Low Risk'),
(69472, 91, 18, '02:45.9', 37.349582575364465, 99.79285256167668, 138, 81, 77, 'Male', 79.12176048, 1.608155293731594, 0.14321873954638187, 57, 30.594261364053352, 100, 'High Risk'),
(69473, 90, 13, '01:45.9', 36.542411199563404, 96.60931359822713, 118, 84, 30, 'Male', 67.67029237, 1.9764080458680753, 0.094913754, 34, 17.323866424299776, 95.33333333333333, 'High Risk'),
(69474, 69, 16, '00:45.9', 37.07700580763787, 99.4296881, 131, 76, 24, 'Female', 57.82469375063439, 1.9817395528305641, 0.10776640565333677, 55, 14.723809389936442, 94.33333333333333, 'High Risk'),
(69475, 91, 16, '59:45.9', 36.77570697892608, 97.53017906162135, 137, 85, 42, 'Female', 78.24218629851292, 1.7128339413477582, 0.064311985, 52, 26.66922876406671, 102.33333333333333, 'High Risk'),
(69476, 97, 19, '58:45.9', 37.01321890588362, 99.75099270028318, 132, 82, 32, 'Female', 83.19003583326565, 1.7193208898872419, 0.14980123531757567, 50, 28.142160237450344, 98.66666666666666, 'High Risk'),
(69477, 90, 19, '57:45.9', 36.548868977291804, 96.44369361294864, 134, 80, 18, 'Female', 90.23424225, 1.7910674419145327, 0.10627318138983458, 54, 28.12855982654052, 98, 'Low Risk'),
(69478, 94, 15, '56:45.9', 36.38293226240544, 98.19578772875155, 139, 70, 18, 'Male', 60.20431566, 1.9632421402329365, 0.1172728228858881, 69, 15.61995899, 93, 'High Risk'),
(69479, 71, 18, '55:45.9', 36.820115270205456, 99.75545513656922, 134, 74, 77, 'Male', 99.45696229087248, 1.6827066186034678, 0.086537038, 60, 35.12516593, 94, 'High Risk'),
(69480, 89, 16, '54:45.9', 37.41293818889313, 98.72635610185604, 126, 73, 52, 'Male', 53.70314765662579, 1.704927982545327, 0.058906467, 53, 18.47513684128953, 90.66666666666666, 'High Risk'),
(69481, 76, 16, '53:45.9', 37.43077544480725, 96.44443590557967, 122, 78, 18, 'Female', 67.35876157072961, 1.7008726723965528, 0.1350327377495436, 44, 23.28361915, 92.66666666666667, 'Low Risk'),
(69482, 92, 18, '52:45.9', 36.68309102651683, 99.90900743498425, 115, 75, 52, 'Female', 54.83404925711363, 1.9660452208120989, 0.096923202, 40, 14.186109647582688, 88.33333333333333, 'High Risk'),
(69483, 91, 16, '51:45.9', 36.45497315062791, 96.56915471, 118, 82, 47, 'Male', 75.20946759768955, 1.9018757600090275, 0.083350385, 36, 20.792572661952963, 94, 'High Risk'),
(69484, 86, 15, '50:45.9', 37.00808360363153, 98.20343880198584, 122, 78, 61, 'Male', 91.60732112871034, 1.9003660186726337, 0.14440756065168214, 44, 25.366215124245635, 92.66666666666667, 'Low Risk'),
(69485, 82, 15, '49:45.9', 37.04725303648544, 99.31143884869921, 115, 80, 81, 'Male', 87.74037474521074, 1.6389577563538906, 0.10495998921869487, 35, 32.66359372813146, 91.66666666666667, 'High Risk'),
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(69487, 76, 18, '47:45.9', 36.30143757945231, 99.23193555, 134, 86, 87, 'Male', 95.35211873772604, 1.9319380961852284, 0.080672084, 48, 25.547236862161462, 102, 'Low Risk'),
(69488, 70, 17, '46:45.9', 37.06888285102767, 99.1243564, 115, 79, 39, 'Male', 84.78251306856899, 1.7874892863270622, 0.12505315148384938, 36, 26.535018246247066, 91, 'Low Risk'),
(69489, 96, 18, '45:45.9', 36.05936183, 95.58529050703345, 111, 86, 85, 'Male', 70.85882437, 1.6575046035716134, 0.12756355464721975, 25, 25.791966499170847, 94.33333333333333, 'High Risk'),
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(69498, 93, 17, '36:45.9', 37.07902561737175, 95.99153432725488, 131, 77, 19, 'Female', 81.67801319038401, 1.581427310476022, 0.14410468087337175, 54, 32.65928674863927, 95, 'High Risk'),
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(69691, 62, 13, '23:45.9', 37.033456517871805, 95.73220119, 134, 82, 23, 'Male', 84.87741865918669, 1.6516870988986823, 0.1228218126175497, 52, 31.112621808003304, 99.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(69693, 64, 18, '21:45.9', 37.41914871774102, 95.61253843357463, 137, 77, 20, 'Female', 79.66298991462529, 1.8946187609815006, 0.10745198612379372, 60, 22.19284272208182, 97, 'Low Risk'),
(69694, 64, 19, '20:45.9', 36.702790668246614, 98.77670165306276, 117, 88, 41, 'Male', 99.35697771872938, 1.6086520864489242, 0.1380808132891545, 29, 38.39495114438736, 97.66666666666667, 'High Risk'),
(69695, 96, 15, '19:45.9', 36.97089205198316, 99.03179350743659, 111, 78, 86, 'Female', 58.757834591213424, 1.6584705279713632, 0.056349222, 33, 21.362410972495113, 89, 'High Risk'),
(69696, 63, 17, '18:45.9', 36.51736952209664, 98.28492508727919, 123, 87, 61, 'Female', 80.15754335, 1.9822284413175273, 0.10878614030536202, 36, 20.400320583238415, 99, 'Low Risk'),
(69697, 74, 12, '17:45.9', 37.43100346990992, 97.04055679604822, 129, 71, 81, 'Male', 77.96061356623413, 1.8566016771400735, 0.072516378, 58, 22.61714444019976, 90.33333333333333, 'Low Risk'),
(69698, 66, 15, '16:45.9', 36.162988615755836, 99.70194934493328, 116, 78, 38, 'Female', 69.28250669261334, 1.853580930422763, 0.090581542, 38, 20.165104956693362, 90.66666666666667, 'Low Risk'),
(69699, 96, 17, '15:45.9', 36.09625477286205, 99.70192524938028, 136, 74, 54, 'Male', 95.37637075470303, 1.8156015085859012, 0.11918761212022824, 62, 28.933416770343904, 94.66666666666666, 'High Risk'),
(69700, 73, 19, '14:45.9', 37.21455572152135, 95.44389503, 136, 75, 37, 'Female', 94.67453540153616, 1.7171438242565404, 0.099676158, 61, 32.10848675079476, 95.33333333333333, 'High Risk'),
(69701, 62, 14, '13:45.9', 36.600401015558404, 99.64103937770014, 120, 74, 85, 'Female', 92.37395037143492, 1.5705108198617297, 0.054177147, 46, 37.451364992323256, 89.33333333333333, 'High Risk'),
(69702, 67, 13, '12:45.9', 37.18987249561078, 98.86610442626989, 132, 70, 75, 'Male', 72.79018783090886, 1.9375312976730017, 0.14421278858044428, 62, 19.389891858713238, 90.66666666666666, 'Low Risk'),
(69703, 81, 13, '11:45.9', 36.45401421794956, 97.65905170380775, 130, 73, 62, 'Male', 72.26221241180733, 1.8355803443763155, 0.10858702675146703, 57, 21.446896544964435, 92, 'Low Risk'),
(69704, 67, 13, '10:45.9', 36.20684455701882, 99.45992323800563, 139, 85, 32, 'Male', 59.66408022730245, 1.7724898690941424, 0.1276114980365008, 54, 18.990894747328266, 103, 'Low Risk'),
(69705, 60, 18, '09:45.9', 36.69995280395786, 99.9817394, 122, 83, 37, 'Female', 79.69178817690606, 1.5436844714054379, 0.11586877517512846, 39, 33.44232792179537, 96, 'High Risk'),
(69706, 96, 13, '08:45.9', 36.25455620719062, 99.25815794376092, 129, 89, 41, 'Male', 52.71976356011796, 1.5625040705127269, 0.053031137, 40, 21.59390264431068, 102.33333333333333, 'High Risk'),
(69707, 66, 16, '07:45.9', 36.96804162343539, 98.04965577, 124, 75, 50, 'Female', 80.19514118757758, 1.7089814128063554, 0.052502977, 49, 27.45828306173726, 91.33333333333333, 'Low Risk'),
(69708, 86, 14, '06:45.9', 36.96906148302782, 95.50389937786433, 114, 84, 51, 'Female', 58.51700989134903, 1.845243751469253, 0.097481753, 30, 17.185993360850443, 94, 'High Risk'),
(69709, 67, 16, '05:45.9', 36.76799220761334, 97.50810643576924, 130, 74, 54, 'Female', 87.30739907089273, 1.964656626, 0.068892423, 56, 22.61922579054196, 92.66666666666666, 'Low Risk'),
(69710, 60, 12, '04:45.9', 36.44323965583916, 99.71008343365347, 138, 75, 77, 'Female', 97.99760320763492, 1.9668470126947586, 0.11775125087328496, 63, 25.33228077722439, 96, 'Low Risk'),
(69711, 72, 16, '03:45.9', 36.75529472226699, 96.64991052694741, 122, 89, 88, 'Male', 88.90226443578132, 1.9748278248401179, 0.1237492933091729, 33, 22.795774262080002, 100, 'Low Risk'),
(69712, 90, 12, '02:45.9', 36.323034444062465, 99.89485699205409, 135, 87, 73, 'Male', 63.486935699515236, 1.739606012977841, 0.060024786, 48, 20.97889287725752, 103, 'Low Risk'),
(69713, 73, 18, '01:45.9', 37.35859046257632, 95.32936239933643, 111, 76, 86, 'Male', 92.11107247687826, 1.8741459564212393, 0.052645397, 35, 26.224367266372706, 87.66666666666667, 'Low Risk'),
(69714, 90, 19, '00:45.9', 36.643551500472995, 99.31517554411126, 127, 76, 83, 'Male', 83.31718329604496, 1.6966570786084965, 0.056191563, 51, 28.94319246744126, 93, 'Low Risk'),
(69715, 60, 16, '59:45.9', 37.31546381774863, 97.68959105, 132, 84, 80, 'Female', 86.76576206158302, 1.940756168160041, 0.095110279, 48, 23.035966340850315, 100, 'Low Risk'),
(69716, 78, 19, '58:45.9', 36.15296854618341, 96.32476405773934, 112, 70, 89, 'Male', 55.83659012847154, 1.6457158329800328, 0.070292041, 42, 20.616227301380086, 84, 'Low Risk'),
(69717, 95, 16, '57:45.9', 36.49127202136049, 98.15579333, 111, 82, 32, 'Male', 65.05905086225629, 1.5357380353362613, 0.098460084, 29, 27.585028826999505, 91.66666666666667, 'High Risk'),
(69718, 93, 19, '56:45.9', 36.43748632577655, 96.18407015816778, 121, 84, 24, 'Male', 77.79115970574952, 1.6109492916901083, 0.055840791, 37, 29.975504799532523, 96.33333333333333, 'High Risk'),
(69719, 93, 12, '55:45.9', 36.37689132199269, 99.31976114290848, 125, 70, 39, 'Male', 65.27808775241272, 1.5771767360239661, 0.065112503, 55, 26.242590217029214, 88.33333333333333, 'High Risk'),
(69720, 99, 19, '54:45.9', 36.502943652543124, 97.34079346890036, 125, 74, 19, 'Male', 60.86002483472751, 1.618836363028946, 0.08984434, 51, 23.22342248130182, 91, 'High Risk'),
(69721, 76, 19, '53:45.9', 36.19951278815005, 96.07752640899196, 135, 86, 40, 'Male', 50.274801595213106, 1.641314633413856, 0.095634134, 49, 18.662365135391337, 102.33333333333333, 'Low Risk'),
(69722, 77, 12, '52:45.9', 37.43590509222254, 96.13454494551212, 129, 84, 60, 'Female', 58.53436344808277, 1.8710427115134003, 0.10502210890279384, 45, 16.720278107447555, 99, 'High Risk'),
(69723, 77, 14, '51:45.9', 36.98662582062931, 96.09780908682873, 131, 87, 44, 'Male', 82.78571101750408, 1.8811090505513273, 0.056091414, 44, 23.395236363265237, 101.66666666666667, 'Low Risk'),
(69724, 89, 17, '50:45.9', 37.329254173995835, 97.85778573660619, 125, 89, 37, 'Female', 98.39914640243953, 1.8908453457391812, 0.12512386246876472, 36, 27.52195707947671, 101, 'Low Risk'),
(69725, 96, 12, '49:45.9', 36.11905755101758, 95.52107493510327, 116, 79, 76, 'Male', 53.348413127718295, 1.9743906171600196, 0.057611155, 37, 13.685332348570046, 91.33333333333333, 'High Risk'),
(69726, 81, 12, '48:45.9', 36.726348462149474, 96.39969662671612, 124, 84, 26, 'Female', 75.43056902, 1.553000662, 0.10402966401906613, 40, 31.275488523716046, 97.33333333333333, 'High Risk'),
(69727, 77, 18, '47:45.9', 37.22320000367417, 98.12498901715952, 134, 84, 89, 'Male', 76.65181229043726, 1.6810979037529672, 0.14943723452323732, 50, 27.12291820021777, 100.66666666666666, 'Low Risk'),
(69728, 80, 18, '46:45.9', 37.17253486835345, 96.23841015049818, 139, 86, 68, 'Male', 79.90956389274186, 1.7839351113618436, 0.14615576471984618, 53, 25.109649688790764, 103.66666666666666, 'Low Risk'),
(69729, 67, 12, '45:45.9', 37.44242112803053, 96.26516310662423, 119, 78, 58, 'Female', 50.76300538068509, 1.8861395504647738, 0.1492566693664485, 41, 14.269201882206083, 91.66666666666667, 'High Risk'),
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(69732, 99, 18, '42:45.9', 36.40203032363338, 95.80486652, 127, 73, 37, 'Male', 67.84637153, 1.937136452525141, 0.12000690790780943, 54, 18.08032359088342, 91, 'High Risk'),
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(69738, 70, 14, '36:45.9', 36.63277914713361, 99.91623867395994, 116, 79, 76, 'Female', 85.48968013037909, 1.574477399463798, 0.13059065412957055, 37, 34.48584168016877, 91.33333333333333, 'High Risk'),
(69739, 85, 12, '35:45.9', 36.33817702, 95.19472048, 121, 88, 88, 'Male', 85.16825752094758, 1.6620098142348265, 0.13936746519598872, 33, 30.83263161398569, 99, 'High Risk'),
(69740, 93, 14, '34:45.9', 36.826938025551165, 99.39643616923085, 122, 87, 70, 'Male', 59.926631937431104, 1.855762516352756, 0.056508841, 35, 17.401034695244796, 98.66666666666667, 'High Risk'),
(69741, 97, 13, '33:45.9', 37.33499562, 95.82575708267893, 136, 72, 71, 'Female', 76.38300657704082, 1.5005200231643057, 0.091980019, 64, 33.924476827414836, 93.33333333333333, 'High Risk'),
(69742, 90, 12, '32:45.9', 36.060701010519324, 99.36672932741652, 128, 89, 22, 'Female', 52.43980351198737, 1.9851039541732212, 0.064728811, 39, 13.30744092355789, 102, 'High Risk'),
(69743, 88, 17, '31:45.9', 36.13563948540591, 97.00077341051706, 136, 78, 81, 'Female', 57.03931129, 1.7839166478301196, 0.096082317, 58, 17.92359640946186, 97.33333333333333, 'High Risk'),
(69744, 74, 18, '30:45.9', 37.25361284947426, 98.22997488921663, 114, 80, 40, 'Female', 82.63853608615017, 1.8954734262720057, 0.055876331, 34, 23.00102631455977, 91.33333333333333, 'Low Risk'),
(69745, 81, 14, '29:45.9', 36.271505856184035, 96.43066420990945, 114, 84, 26, 'Female', 81.29918884, 1.9240939233134067, 0.10573422179989361, 30, 21.960067791640665, 94, 'Low Risk'),
(69746, 69, 16, '28:45.9', 36.70578701043416, 97.32876962, 117, 83, 47, 'Male', 72.62515355850961, 1.7914944463317632, 0.097535847, 34, 22.628519015247466, 94.33333333333333, 'Low Risk'),
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(69749, 77, 16, '25:45.9', 37.29243985106475, 97.86316435135902, 139, 74, 65, 'Female', 72.90301961079376, 1.7574136032516983, 0.0901907, 65, 23.604649143121527, 95.66666666666666, 'Low Risk'),
(69750, 81, 18, '24:45.9', 36.00608965467298, 97.42845306641537, 134, 77, 57, 'Female', 94.96769096222377, 1.8219537782470288, 0.10219712936582813, 57, 28.608900593365956, 96, 'Low Risk'),
(69751, 96, 13, '23:45.9', 36.79912410732786, 97.86489498758525, 114, 72, 78, 'Male', 80.92116833032185, 1.557495652855375, 0.11720667747394888, 42, 33.358649336080056, 86, 'High Risk'),
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(69756, 95, 12, '18:45.9', 36.508439418897225, 98.78298278558931, 136, 75, 72, 'Male', 70.29101792456352, 1.800878600904233, 0.098445161, 61, 21.673595187861142, 95.33333333333333, 'High Risk'),
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(69954, 73, 12, '00:45.9', 36.28151488493289, 97.73362388740613, 120, 81, 67, 'Female', 50.358526407397015, 1.6553607273949882, 0.076149286, 39, 18.377554449093093, 94, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(69956, 69, 16, '58:45.9', 36.96904405315678, 96.35430613747272, 127, 82, 33, 'Female', 69.79440488, 1.5735376603299094, 0.12148769883680641, 45, 28.188133865359426, 97, 'Low Risk'),
(69957, 74, 18, '57:45.9', 37.40662282346994, 98.50740902188318, 118, 84, 47, 'Male', 90.35016033320788, 1.581147669684986, 0.073736562, 34, 36.13966004345294, 95.33333333333333, 'High Risk'),
(69958, 79, 15, '56:45.9', 37.413789134905635, 97.12859590497861, 112, 79, 70, 'Male', 66.00216154690872, 1.6720297296649984, 0.10413801644368448, 33, 23.60859643417078, 90, 'Low Risk'),
(69959, 88, 19, '55:45.9', 36.98598020554581, 96.22813129919687, 115, 79, 77, 'Female', 96.24551095004469, 1.8967871434384707, 0.12930495424868074, 36, 26.751201204151563, 91, 'Low Risk'),
(69960, 79, 13, '54:45.9', 36.47411216031667, 97.54038187381245, 125, 83, 36, 'Male', 68.79767634285028, 1.7262611006266928, 0.10626559869490042, 42, 23.08664375460763, 97, 'Low Risk'),
(69961, 78, 16, '53:45.9', 36.972590045318775, 97.05406585696771, 138, 72, 37, 'Male', 99.95131771923523, 1.7431077414424252, 0.10137956545147397, 66, 32.895770319898894, 94, 'High Risk'),
(69962, 98, 13, '52:45.9', 37.406012979295404, 97.38177060829413, 128, 72, 24, 'Male', 90.38759472509354, 1.7253395874945097, 0.10920098279548356, 56, 30.364047018283173, 90.66666666666666, 'High Risk'),
(69963, 86, 12, '51:45.9', 36.89768248804393, 97.85291056243707, 120, 83, 84, 'Male', 94.84930401066288, 1.9883000138482543, 0.080744458, 37, 23.99221349674463, 95.33333333333333, 'Low Risk'),
(69964, 78, 18, '50:45.9', 36.95745705605323, 96.11180445253538, 131, 83, 24, 'Female', 83.31730073880493, 1.6915159314885415, 0.056157889, 48, 29.11943917516569, 99, 'Low Risk'),
(69965, 82, 16, '49:45.9', 36.88684858945325, 98.93108826172016, 125, 76, 72, 'Male', 51.56340469999098, 1.550428761250095, 0.069973502, 49, 21.45052635907059, 92.33333333333333, 'Low Risk'),
(69966, 64, 13, '48:45.9', 36.551086922883115, 99.25293571904879, 121, 75, 65, 'Female', 61.41607761237911, 1.8313140674159372, 0.068413178, 46, 18.312870042259885, 90.33333333333333, 'High Risk'),
(69967, 67, 17, '47:45.9', 37.42116006554854, 99.88920331886749, 115, 86, 42, 'Male', 92.17755940276803, 1.702264949, 0.14263150642177896, 29, 31.81052903075323, 95.66666666666667, 'High Risk'),
(69968, 72, 14, '46:45.9', 37.410136839695404, 97.52648783484543, 137, 83, 87, 'Male', 61.467156727149856, 1.9711230435204432, 0.056122667415980855, 54, 15.820334225097465, 101, 'High Risk'),
(69969, 91, 17, '45:45.9', 36.851957579435336, 97.81660905205366, 132, 79, 27, 'Male', 90.01911433382153, 1.9185326875681161, 0.056815224, 53, 24.456614033972293, 96.66666666666666, 'High Risk'),
(69970, 99, 18, '44:45.9', 36.55878256960944, 99.62276451839733, 117, 72, 76, 'Male', 59.30746317400195, 1.6518169120585744, 0.1343026950260447, 45, 21.73629558305991, 87, 'High Risk'),
(69971, 63, 12, '43:45.9', 36.18017603981583, 97.28851330630638, 139, 85, 79, 'Male', 92.96570482220052, 1.8921102826382494, 0.056375561382629995, 54, 25.967484107024244, 103, 'Low Risk'),
(69972, 97, 19, '42:45.9', 36.80599039059654, 98.62724364659127, 113, 85, 18, 'Male', 57.50641078532341, 1.7761401923794393, 0.06216527, 28, 18.228955225001645, 94.33333333333333, 'High Risk'),
(69973, 72, 14, '41:45.9', 37.32438312155054, 95.70860473758701, 127, 78, 53, 'Female', 87.64769743, 1.6793217983942694, 0.098058404, 49, 31.07940247822287, 94.33333333333333, 'High Risk'),
(69974, 85, 12, '40:45.9', 37.496570785504424, 98.28774116219915, 121, 73, 65, 'Male', 85.98113881083903, 1.7518900536223956, 0.08114527, 48, 28.014927259240068, 89, 'Low Risk'),
(69975, 75, 19, '39:45.9', 36.06595787427781, 98.01721382424095, 116, 76, 29, 'Female', 64.71451373020815, 1.8139589758944579, 0.10562110296819208, 40, 19.66739183488917, 89.33333333333333, 'Low Risk'),
(69976, 63, 15, '38:45.9', 37.22961355, 99.72014829650259, 120, 79, 53, 'Male', 79.61478594067825, 1.777870778145763, 0.089973037, 41, 25.18798049222641, 92.66666666666667, 'Low Risk'),
(69977, 88, 13, '37:45.9', 36.91577142, 97.55523351, 112, 88, 70, 'Female', 98.73555477171999, 1.7295641285707022, 0.11789250839069927, 24, 33.006557583077594, 96, 'High Risk'),
(69978, 85, 14, '36:45.9', 36.16507159164304, 98.55514956091969, 110, 70, 64, 'Male', 81.87529461427621, 1.7468515090395162, 0.14623500820829782, 40, 26.831249452566645, 83.33333333333333, 'Low Risk'),
(69979, 69, 19, '35:45.9', 36.651436500993974, 95.80357036, 121, 70, 59, 'Female', 59.38676963824352, 1.7917127934029682, 0.098882328, 51, 18.499198519179693, 87, 'High Risk'),
(69980, 89, 13, '34:45.9', 36.29055003873109, 99.64347340382191, 114, 71, 49, 'Male', 93.35130388960232, 1.9907124757475607, 0.10832770928664351, 43, 23.556095807448408, 85.33333333333333, 'Low Risk'),
(69981, 93, 15, '33:45.9', 36.612486280368735, 97.51550628670316, 119, 77, 51, 'Male', 89.11336609807583, 1.797904201163368, 0.057467255, 42, 27.568285276743772, 91, 'High Risk'),
(69982, 72, 12, '32:45.9', 37.238131294744775, 99.00266151531304, 112, 74, 26, 'Female', 68.17748664, 1.7907202899040082, 0.14754297582582782, 38, 21.261087656452823, 86.66666666666667, 'Low Risk'),
(69983, 69, 16, '31:45.9', 36.15531264924829, 96.29152968326161, 137, 76, 82, 'Female', 58.86775123401932, 1.9144672650716656, 0.10827429237272398, 61, 16.06133188232051, 96.33333333333333, 'High Risk'),
(69984, 88, 16, '30:45.9', 37.33434092, 98.30536024530565, 127, 71, 69, 'Male', 72.92470861, 1.8651197142453075, 0.11835654322690416, 56, 20.96337857668143, 89.66666666666666, 'Low Risk'),
(69985, 72, 14, '29:45.9', 37.43439536, 99.03052233554908, 115, 85, 46, 'Male', 84.56442154174225, 1.9339054590701177, 0.073351657, 30, 22.610866393165654, 95, 'Low Risk'),
(69986, 94, 16, '28:45.9', 37.22779013382164, 98.31361714, 123, 86, 59, 'Female', 74.69799961567381, 1.513697359, 0.059177407, 37, 32.60099576719641, 98.33333333333333, 'High Risk'),
(69987, 65, 19, '27:45.9', 36.25430899305464, 98.63687010110903, 130, 72, 87, 'Female', 94.45581497464465, 1.8076567132557795, 0.092778894, 58, 28.906584682175318, 91.33333333333333, 'Low Risk'),
(69988, 74, 19, '26:45.9', 36.68595971266551, 95.98983462657809, 124, 72, 34, 'Female', 89.67694690560087, 1.5503183331958656, 0.11154684045927815, 52, 37.31118552297756, 89.33333333333333, 'High Risk'),
(69989, 72, 18, '25:45.9', 36.15105311118095, 95.13669501178939, 117, 76, 53, 'Male', 61.38969266895927, 1.8851913001567122, 0.12179099873065909, 41, 17.273669480235053, 89.66666666666667, 'High Risk'),
(69990, 85, 15, '24:45.9', 36.38509357435517, 96.04981626, 120, 88, 79, 'Female', 94.58573899833883, 1.6404223079818905, 0.11701571959071247, 32, 35.149109618971615, 98.66666666666667, 'High Risk'),
(69991, 75, 17, '23:45.9', 36.53637418781729, 98.82609557820369, 117, 87, 29, 'Male', 78.58233077246268, 1.5947573253135077, 0.054938237890353625, 30, 30.898378901309385, 97, 'High Risk'),
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(69998, 95, 17, '16:45.9', 37.32524278166562, 97.46545153754403, 116, 75, 65, 'Male', 83.03821455, 1.9802820666109227, 0.1440408812706448, 41, 21.17502313630861, 88.66666666666667, 'High Risk'),
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(70000, 78, 14, '14:45.9', 36.73093496163884, 96.57716731694356, 132, 87, 88, 'Male', 92.81967817402753, 1.8775481937686898, 0.11703133225975619, 45, 26.330425133002386, 102, 'Low Risk'),
(70001, 93, 19, '13:45.9', 36.866447402505344, 96.04769673, 125, 87, 76, 'Male', 99.27433851876019, 1.8603882399833127, 0.062910297, 38, 28.683347263409964, 99.66666666666667, 'High Risk'),
(70002, 75, 17, '12:45.9', 36.189456963047455, 96.34594485858308, 112, 85, 81, 'Female', 71.81699856146881, 1.7065947065608664, 0.1365745809591511, 27, 24.658489086773766, 94, 'Low Risk'),
(70003, 76, 19, '11:45.9', 36.46540824149146, 97.03250440340247, 131, 76, 72, 'Female', 90.04940886, 1.6291864228673256, 0.08201542, 55, 33.92651902676725, 94.33333333333333, 'High Risk'),
(70004, 61, 18, '10:45.9', 36.665994721757144, 98.98001552656311, 130, 87, 76, 'Male', 86.31117295037578, 1.852902656546429, 0.099426609, 43, 25.13979955682121, 101.33333333333333, 'Low Risk'),
(70005, 83, 19, '09:45.9', 36.431158528069645, 97.53646706816795, 119, 77, 60, 'Female', 96.30858373267131, 1.711918553374573, 0.099218639, 42, 32.862363780651606, 91, 'High Risk'),
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(70007, 88, 16, '07:45.9', 36.06111461246726, 98.67449758605409, 120, 71, 87, 'Female', 95.78599233466986, 1.5895565150013065, 0.097310817, 49, 37.909674546691015, 87.33333333333333, 'High Risk'),
(70008, 73, 18, '06:45.9', 36.66450169482518, 97.94038081574207, 112, 74, 27, 'Male', 58.93526670397154, 1.6187979533857164, 0.12087516924501844, 38, 22.490026124595403, 86.66666666666667, 'Low Risk'),
(70009, 75, 17, '05:45.9', 36.94795774741406, 96.44517596787357, 111, 83, 57, 'Male', 89.34076480747223, 1.5694244570560307, 0.10150001517268187, 28, 36.27177707967822, 92.33333333333333, 'High Risk'),
(70010, 81, 18, '04:45.9', 36.38019361, 97.53567419619522, 118, 72, 75, 'Male', 74.41964642419079, 1.5004476125230928, 0.051061645674519464, 46, 33.05566729303945, 87.33333333333333, 'High Risk'),
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(70014, 78, 13, '00:45.9', 36.566753189668496, 99.07436002, 120, 75, 48, 'Female', 70.39791686, 1.9158460813659373, 0.05936835, 45, 19.17955727761172, 90, 'Low Risk'),
(70015, 94, 19, '59:45.9', 36.930146613948445, 97.04795021135175, 129, 75, 49, 'Female', 94.23294149089158, 1.854615605296827, 0.1082707860453615, 54, 27.396490201792652, 93, 'High Risk'),
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(70017, 99, 12, '57:45.9', 36.90405717892642, 96.44215304953293, 138, 83, 31, 'Female', 50.97610337452018, 1.837847814778856, 0.054876597, 55, 15.092025916541392, 101.33333333333333, 'High Risk'),
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(70216, 72, 15, '38:45.9', 37.04189263079953, 98.84659224815388, 129, 77, 37, 'Male', 80.56088685662235, 1.6136762693274875, 0.054710679, 52, 30.93794149546329, 94.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(70218, 90, 18, '36:45.9', 37.220682296878365, 96.43691950733923, 134, 75, 37, 'Female', 76.00459051261299, 1.7079713074976783, 0.052572564, 59, 26.05425637, 94.66666666666666, 'Low Risk'),
(70219, 98, 19, '35:45.9', 36.20022040526198, 99.27192924725423, 117, 88, 80, 'Female', 78.59373902549794, 1.5527119881375935, 0.062662264, 29, 32.59913964, 97.66666666666667, 'High Risk'),
(70220, 80, 12, '34:45.9', 36.229990413811734, 95.41231415887881, 138, 71, 66, 'Male', 54.759164738667074, 1.803478872164846, 0.06966462, 67, 16.83583641372573, 93.33333333333333, 'High Risk'),
(70221, 84, 16, '33:45.9', 36.886923102768364, 99.59446042009881, 131, 78, 23, 'Male', 80.32556746290938, 1.7111220845621589, 0.090883925, 53, 27.434168973934163, 95.66666666666666, 'Low Risk'),
(70222, 68, 14, '32:45.9', 36.727487387580915, 99.16313923744269, 123, 74, 54, 'Female', 99.42625356796731, 1.5593839355725474, 0.12522894984547842, 49, 40.88791484627198, 90.33333333333333, 'High Risk'),
(70223, 81, 13, '31:45.9', 36.998695029753364, 99.41848519737063, 110, 70, 50, 'Male', 71.73303612, 1.588566673, 0.1244862826593027, 40, 28.42551346869106, 83.33333333333333, 'Low Risk'),
(70224, 72, 14, '30:45.9', 36.48097327631973, 97.55056359743568, 120, 83, 83, 'Female', 85.72293354971319, 1.9160732398071407, 0.10978185496107165, 37, 23.34924347, 95.33333333333333, 'Low Risk'),
(70225, 79, 18, '29:45.9', 36.33162655296357, 99.67089650486282, 118, 77, 83, 'Male', 68.96261378979324, 1.5504628255654094, 0.12658490560770044, 41, 28.687387367440746, 90.66666666666667, 'Low Risk'),
(70226, 86, 13, '28:45.9', 36.04995304026313, 96.46949495288784, 116, 75, 87, 'Female', 60.30474634039516, 1.7712585031213401, 0.14061510120643456, 41, 19.22151428654293, 88.66666666666667, 'Low Risk'),
(70227, 89, 16, '27:45.9', 36.34272860603014, 95.67953254822426, 117, 89, 38, 'Male', 75.62132566604816, 1.6681347973664944, 0.064326186, 28, 27.175779038221513, 98.33333333333333, 'Low Risk'),
(70228, 82, 19, '26:45.9', 36.795538232395415, 95.48348242360252, 128, 89, 76, 'Female', 96.14538603890159, 1.7543359051681802, 0.11677929596266153, 39, 31.23941867313151, 102, 'High Risk'),
(70229, 62, 16, '25:45.9', 36.62178022040917, 98.07261246, 134, 77, 28, 'Male', 51.28370528694905, 1.9837614197886144, 0.096909282, 57, 13.03168326981777, 96, 'High Risk'),
(70230, 82, 13, '24:45.9', 37.04475445531749, 99.67106851499096, 129, 79, 36, 'Female', 51.08672354358437, 1.8345876003188701, 0.060356277, 50, 15.178579942391394, 95.66666666666666, 'High Risk'),
(70231, 71, 14, '23:45.9', 36.95684851, 98.53433115411052, 115, 72, 70, 'Male', 58.37543707018555, 1.898984685492512, 0.13630285674054982, 43, 16.18777728150804, 86.33333333333333, 'High Risk'),
(70232, 71, 17, '22:45.9', 36.82750921809653, 99.84290788303967, 126, 80, 66, 'Male', 84.90378813585242, 1.7454286834440753, 0.13840198414836702, 46, 27.86909398687288, 95.33333333333333, 'Low Risk'),
(70233, 86, 15, '21:45.9', 36.87898001495995, 98.45051623786338, 121, 77, 78, 'Male', 71.13880195879624, 1.9400276388247424, 0.091359599, 44, 18.901258103715627, 91.66666666666667, 'Low Risk'),
(70234, 99, 17, '20:45.9', 36.727358024541324, 99.3500027, 116, 75, 30, 'Female', 98.67743051475654, 1.8203873997976108, 0.085652097, 41, 29.77763420894669, 88.66666666666667, 'High Risk'),
(70235, 64, 16, '19:45.9', 37.06174462646429, 98.82485998886222, 113, 86, 40, 'Female', 76.88220651450776, 1.937396530852495, 0.12150741799324032, 27, 20.48277543413842, 95, 'Low Risk'),
(70236, 90, 12, '18:45.9', 36.055329207712035, 99.30189462704254, 134, 75, 73, 'Male', 86.17296061561818, 1.8017766562833186, 0.12524785415818288, 59, 26.54416707665263, 94.66666666666666, 'Low Risk'),
(70237, 82, 14, '17:45.9', 37.47301159273285, 96.69308573297363, 119, 70, 76, 'Female', 87.38900460717345, 1.6483031789699631, 0.10519151398620036, 49, 32.164929227323405, 86.33333333333333, 'High Risk'),
(70238, 63, 19, '16:45.9', 37.37630995, 96.34062984136398, 110, 85, 21, 'Male', 84.19556470122944, 1.781048160974814, 0.084856163, 25, 26.542259293608417, 93.33333333333333, 'Low Risk'),
(70239, 98, 12, '15:45.9', 36.50933348696721, 98.19053812427126, 121, 87, 87, 'Female', 79.08561925212504, 1.9977176489694743, 0.11280349686737369, 34, 19.816607460688275, 98.33333333333333, 'High Risk'),
(70240, 68, 16, '14:45.9', 37.14241793851034, 95.30566738794049, 123, 78, 50, 'Male', 66.99088381150203, 1.9517327594034506, 0.12623112466973632, 45, 17.586321325740645, 93, 'High Risk'),
(70241, 85, 12, '13:45.9', 36.381954433630554, 99.93951952805507, 111, 89, 20, 'Male', 60.27358084900706, 1.7560444051527977, 0.058966988078146265, 22, 19.545915016881214, 96.33333333333333, 'Low Risk'),
(70242, 62, 18, '12:45.9', 36.40855691705041, 96.64902011097578, 127, 70, 69, 'Female', 78.91312420618553, 1.785502317710143, 0.12751414151055024, 57, 24.75303187513962, 89, 'Low Risk'),
(70243, 82, 13, '11:45.9', 36.041590400038594, 97.85767260084727, 127, 76, 24, 'Female', 83.16181973802392, 1.693307475, 0.077016809, 51, 29.00362842564945, 93, 'Low Risk'),
(70244, 92, 15, '10:45.9', 36.64263183, 95.55197844250429, 117, 80, 87, 'Female', 87.24750699, 1.8670236325595035, 0.082756575, 37, 25.029570413774394, 92.33333333333333, 'High Risk'),
(70245, 87, 14, '09:45.9', 36.59663734527406, 96.69031364637868, 118, 84, 26, 'Male', 85.2597662, 1.6343784094571234, 0.051096356, 34, 31.91823768, 95.33333333333333, 'High Risk'),
(70246, 77, 12, '08:45.9', 36.76545792134054, 96.00344971184352, 111, 85, 70, 'Female', 98.10167003542398, 1.8311705631509834, 0.052928578, 26, 29.256259814016875, 93.66666666666667, 'Low Risk'),
(70247, 84, 15, '07:45.9', 37.07164665629675, 96.78658443184776, 117, 74, 22, 'Female', 81.34994245, 1.8019341802404532, 0.097012305, 43, 25.054134430490723, 88.33333333333333, 'Low Risk'),
(70248, 80, 18, '06:45.9', 37.25208067517679, 95.96194982777129, 118, 73, 19, 'Male', 70.83449369785589, 1.9795262202162418, 0.11997754485984526, 45, 18.076830121772474, 88, 'High Risk'),
(70249, 88, 14, '05:45.9', 36.07542223681663, 96.75132800638052, 136, 75, 43, 'Male', 55.39483249467382, 1.5729970646894649, 0.071655723, 61, 22.387903643890855, 95.33333333333333, 'Low Risk'),
(70250, 89, 19, '04:45.9', 37.37056444, 96.93255692347348, 116, 86, 40, 'Male', 77.12546351854448, 1.988553523292302, 0.054036714, 30, 19.50397886, 96, 'Low Risk'),
(70251, 96, 13, '03:45.9', 36.16701372447941, 98.88758823177294, 118, 82, 35, 'Female', 58.299340912705155, 1.7816252159360788, 0.10441699958016382, 36, 18.366692011082097, 94, 'High Risk'),
(70252, 89, 16, '02:45.9', 37.229866424996175, 98.64331755889738, 133, 89, 47, 'Female', 95.28592530273757, 1.5542087883592877, 0.11179274090945668, 44, 39.44664166224605, 103.66666666666667, 'High Risk'),
(70253, 68, 19, '01:45.9', 36.182968537893615, 98.68589132891611, 112, 87, 32, 'Female', 72.45082894392432, 1.503204296229434, 0.082126683, 25, 32.063235298792186, 95.33333333333333, 'High Risk'),
(70254, 99, 18, '00:45.9', 36.91907902592688, 95.86045516412344, 126, 73, 83, 'Male', 90.72346354, 1.993994281795893, 0.11320195457600167, 53, 22.81769679182846, 90.66666666666666, 'High Risk'),
(70255, 62, 12, '59:45.9', 37.11700240233426, 96.24963773919997, 128, 89, 39, 'Male', 51.14773085768847, 1.8188083035653477, 0.10313091969468688, 39, 15.46153168279204, 102, 'High Risk'),
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(70257, 90, 14, '57:45.9', 36.84424818473344, 97.19566159995738, 132, 73, 85, 'Male', 71.08310066, 1.5816957359798869, 0.10191462482578248, 59, 28.41322142998675, 92.66666666666666, 'Low Risk'),
(70258, 69, 14, '56:45.9', 36.67713868251712, 96.20003926036419, 129, 70, 48, 'Female', 84.96612877, 1.7782703361735779, 0.10823867971849613, 59, 26.86892329142471, 89.66666666666666, 'Low Risk'),
(70259, 98, 15, '55:45.9', 36.10516928, 98.61983595510601, 124, 80, 80, 'Male', 69.46325553, 1.6531770720982037, 0.1288960917558147, 44, 25.41653753, 94.66666666666667, 'High Risk'),
(70260, 70, 17, '54:45.9', 37.35468004, 96.59375823, 117, 87, 39, 'Male', 73.58356374910628, 1.568188906945371, 0.10098240601187478, 30, 29.92154831, 97, 'Low Risk'),
(70261, 92, 12, '53:45.9', 36.62814725737865, 99.47734613, 117, 73, 52, 'Female', 93.10203815297271, 1.7089689384990294, 0.11851913359282232, 44, 31.87798412450361, 87.66666666666667, 'High Risk'),
(70262, 84, 12, '52:45.9', 37.00558424115855, 95.46697807, 130, 72, 35, 'Female', 64.40792664450582, 1.8453924373968387, 0.091923331, 58, 18.91306198993183, 91.33333333333333, 'Low Risk'),
(70263, 87, 14, '51:45.9', 36.56486244749438, 98.47080323041122, 121, 85, 77, 'Female', 63.02789757590361, 1.8386630348718587, 0.1158038807862826, 36, 18.64354652, 97, 'Low Risk'),
(70264, 76, 17, '50:45.9', 36.14263323508061, 95.14105201710456, 116, 84, 55, 'Male', 86.66010551839032, 1.5840033545654606, 0.085694862, 32, 34.53878210182135, 94.66666666666667, 'High Risk'),
(70265, 70, 17, '49:45.9', 36.483822910744834, 96.22369914740955, 120, 78, 60, 'Female', 63.39056899604063, 1.723182914311841, 0.12050936261811845, 42, 21.348230844538445, 92, 'Low Risk'),
(70266, 66, 15, '48:45.9', 36.99397775709087, 97.49494246173234, 119, 70, 25, 'Female', 55.769482463644636, 1.8307595246335313, 0.071347696, 49, 16.63926007007901, 86.33333333333333, 'High Risk'),
(70267, 75, 14, '47:45.9', 36.25391036437671, 98.78607494618812, 125, 74, 47, 'Female', 61.34310987226474, 1.902472986823513, 0.082382741, 51, 16.948403364091742, 91, 'High Risk'),
(70268, 72, 17, '46:45.9', 36.51414994, 95.36726673185517, 132, 71, 79, 'Male', 95.82063054, 1.732794832734839, 0.083292044, 61, 31.912787176692593, 91.33333333333333, 'High Risk'),
(70269, 75, 19, '45:45.9', 37.42668440237214, 98.01476210779333, 111, 71, 82, 'Female', 83.54146216364659, 1.6203287540476672, 0.14294114830212695, 40, 31.81967900328178, 84.33333333333333, 'High Risk'),
(70270, 88, 14, '44:45.9', 37.274086992176784, 98.33730840686633, 127, 86, 51, 'Male', 99.68185667201365, 1.947665404722525, 0.061522253, 41, 26.27770411177305, 99.66666666666667, 'Low Risk'),
(70271, 67, 16, '43:45.9', 36.255521637410155, 95.48368181585239, 134, 83, 20, 'Female', 74.03624877823415, 1.7669592839555346, 0.089414737, 51, 23.71326320281317, 100, 'Low Risk'),
(70272, 71, 14, '42:45.9', 36.51892285, 95.14801586111257, 110, 73, 62, 'Male', 53.193763986698514, 1.9286308914530434, 0.10118467885189031, 37, 14.300870851870075, 85.33333333333333, 'High Risk'),
(70273, 60, 15, '41:45.9', 37.09667402753606, 98.81405068944065, 127, 88, 68, 'Female', 67.63048553634482, 1.6794294826808507, 0.10734843386733994, 39, 23.978331459396465, 101, 'Low Risk'),
(70274, 68, 19, '40:45.9', 36.25825203395379, 98.90786242, 117, 86, 49, 'Female', 83.60486124, 1.5052838758891194, 0.11942117350791451, 31, 36.897310516617424, 96.33333333333333, 'High Risk'),
(70275, 96, 19, '39:45.9', 36.56430033, 99.51391138104199, 115, 87, 22, 'Male', 99.98874083205527, 1.8330352347141499, 0.11164515610392875, 28, 29.75839288, 96.33333333333333, 'High Risk'),
(70276, 82, 13, '38:45.9', 36.559392874528676, 98.79912776188996, 121, 78, 65, 'Female', 62.10424328921357, 1.681518863107327, 0.081601312, 43, 21.964321265581383, 92.33333333333333, 'Low Risk'),
(70277, 75, 17, '37:45.9', 36.33023311875521, 99.34781775492463, 134, 84, 71, 'Male', 96.71427190379663, 1.7027450690364319, 0.099417263, 50, 33.35733174252945, 100.66666666666666, 'High Risk'),
(70278, 93, 17, '36:45.9', 37.07576723957684, 95.41319049, 122, 74, 60, 'Male', 92.63787204311521, 1.8724188087345015, 0.066448054, 48, 26.423027720466727, 90, 'High Risk'),
(70279, 67, 19, '35:45.9', 36.32154356550558, 99.97609737349435, 129, 89, 29, 'Male', 82.54817569, 1.5331500891755994, 0.11160937567365226, 40, 35.118676024843225, 102.33333333333333, 'High Risk'),
(70280, 96, 16, '34:45.9', 36.40862469454063, 99.60761535, 121, 80, 40, 'Female', 80.92154173639415, 1.8345270007127035, 0.10524448443599686, 41, 24.044510063785356, 93.66666666666667, 'High Risk'),
(70281, 64, 18, '33:45.9', 36.909345838824485, 96.02397636, 117, 71, 25, 'Male', 58.888291618602224, 1.7067738405224453, 0.1381938722474554, 46, 20.215151462559156, 86.33333333333333, 'Low Risk'),
(70282, 83, 16, '32:45.9', 36.69436440316361, 99.02409091714476, 138, 86, 32, 'Male', 82.93568573115763, 1.5570034155176582, 0.069695228, 52, 34.210727474005346, 103.33333333333333, 'High Risk'),
(70283, 70, 16, '31:45.9', 36.20534702167189, 96.45088122507644, 132, 72, 54, 'Male', 61.60644621, 1.5027291382192316, 0.13456496010643992, 60, 27.28127993717287, 92, 'Low Risk'),
(70284, 67, 19, '30:45.9', 37.27168671, 96.07859869623431, 111, 78, 63, 'Female', 89.14112802757637, 1.8701761086173316, 0.053156848, 33, 25.486671205139427, 89, 'Low Risk'),
(70285, 68, 19, '29:45.9', 36.939177956862245, 99.5499425, 126, 77, 89, 'Female', 97.48087434145444, 1.9354884357124584, 0.12710432669614602, 49, 26.021855102330402, 93.33333333333333, 'Low Risk'),
(70286, 82, 19, '28:45.9', 36.074806359211806, 98.76727010211142, 121, 85, 58, 'Male', 62.81435002466543, 1.915638591037427, 0.13267788435477035, 36, 17.11716020451636, 97, 'High Risk'),
(70287, 96, 14, '27:45.9', 36.90224571023244, 98.60533775467191, 125, 81, 40, 'Male', 50.317526726754586, 1.9740778911815728, 0.12789758110839838, 44, 12.91191673320699, 95.66666666666667, 'High Risk'),
(70288, 82, 19, '26:45.9', 36.257702696730334, 96.89573148484092, 133, 74, 76, 'Male', 89.58057559029125, 1.8849678840188588, 0.1166769098926939, 59, 25.211921044776616, 93.66666666666666, 'Low Risk'),
(70289, 88, 12, '25:45.9', 36.89515331098568, 96.50572385, 118, 83, 72, 'Female', 58.87575871377122, 1.7968427224318928, 0.067037714, 35, 18.23544587861225, 94.66666666666667, 'High Risk'),
(70290, 98, 19, '24:45.9', 37.247149542983564, 99.96624038483883, 125, 72, 20, 'Female', 98.21415200419617, 1.6263962554591544, 0.10363369735059395, 53, 37.129691411012246, 89.66666666666666, 'High Risk'),
(70291, 99, 19, '23:45.9', 36.767915239075066, 95.39776720100423, 125, 74, 35, 'Female', 91.97814423321562, 1.8395812573727566, 0.080995826, 51, 27.179827163155892, 91, 'High Risk'),
(70292, 92, 12, '22:45.9', 36.70180707921743, 97.86071309640249, 137, 78, 27, 'Female', 61.19441756871812, 1.9649677599934976, 0.12022983522106191, 59, 15.848966498305968, 97.66666666666666, 'High Risk'),
(70293, 88, 13, '21:45.9', 36.474882146267674, 95.33123304927643, 135, 80, 29, 'Male', 55.28581868386034, 1.9978205020128315, 0.14615988885238887, 55, 13.851627816369517, 98.33333333333333, 'High Risk'),
(70294, 84, 18, '20:45.9', 36.69218834291877, 95.71253145323695, 110, 75, 21, 'Female', 63.68952844980787, 1.8201638351889713, 0.060873856, 35, 19.22414666706877, 86.66666666666667, 'Low Risk'),
(70295, 67, 13, '19:45.9', 37.42247931772049, 97.83863253, 114, 82, 46, 'Male', 78.91062124371967, 1.6306489536550437, 0.14198891569056543, 32, 29.676625091869685, 92.66666666666667, 'Low Risk'),
(70296, 93, 19, '18:45.9', 36.18235056862351, 96.08004534209478, 124, 88, 31, 'Female', 94.22824731354895, 1.785950811204132, 0.1109386096892879, 36, 29.542151870662053, 100, 'High Risk'),
(70297, 91, 12, '17:45.9', 36.79241795176382, 98.85531726636714, 132, 75, 45, 'Male', 57.88205230900312, 1.842295460215353, 0.068724455, 57, 17.053964615811402, 94, 'High Risk'),
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(70477, 76, 13, '17:45.9', 36.544879299461535, 98.13206384087398, 136, 87, 69, 'Female', 65.89387787897456, 1.9141568388224384, 0.12442209376729109, 49, 17.984154628000997, 103.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(70478, 99, 17, '16:45.9', 37.19544473603105, 99.64297349055435, 130, 86, 49, 'Female', 73.14233720498444, 1.6587908898609822, 0.14804821080233538, 44, 26.581871282174045, 100.66666666666667, 'High Risk'),
(70479, 83, 18, '15:45.9', 37.338431417398866, 99.56342279614465, 131, 81, 26, 'Female', 83.30504569276134, 1.859286165556158, 0.10353370658635817, 50, 24.097879659071896, 97.66666666666666, 'Low Risk'),
(70480, 89, 13, '14:45.9', 36.27856606449898, 98.10149627327992, 115, 76, 29, 'Female', 61.787472643549975, 1.9679715905813837, 0.063456254, 39, 15.953749982072921, 89, 'High Risk'),
(70481, 82, 14, '13:45.9', 37.070561302184636, 97.93614400463336, 134, 75, 68, 'Female', 99.64313367538979, 1.6855046651815841, 0.064722387, 59, 35.07417458424935, 94.66666666666666, 'High Risk'),
(70482, 77, 13, '12:45.9', 36.31486539401598, 97.10747230833304, 135, 89, 65, 'Female', 85.60275433218122, 1.559881443062853, 0.12120776625069529, 46, 35.18070640125683, 104.33333333333333, 'High Risk'),
(70483, 64, 18, '11:45.9', 37.41603918872713, 99.89722607090073, 127, 88, 44, 'Male', 72.70816718552689, 1.5603646059066916, 0.060052741948107315, 39, 29.862833719212666, 101, 'Low Risk'),
(70484, 61, 14, '10:45.9', 37.26941442267138, 99.18827037552097, 137, 70, 22, 'Male', 73.68205745403087, 1.7072015958376545, 0.082796938, 67, 25.280876568778936, 92.33333333333333, 'Low Risk'),
(70485, 75, 13, '09:45.9', 36.29664221529426, 95.36659656632288, 117, 71, 69, 'Female', 93.7394675, 1.8353761725434516, 0.13969837084363884, 46, 27.827379039597588, 86.33333333333333, 'Low Risk'),
(70486, 62, 13, '08:45.9', 36.44165170318779, 97.27202062198023, 135, 72, 75, 'Male', 85.22182754, 1.753631703855127, 0.12444464422273746, 63, 27.712395357973843, 93, 'Low Risk'),
(70487, 89, 14, '07:45.9', 36.83276016337618, 97.70892660059326, 127, 77, 70, 'Female', 72.62038615297539, 1.7203787398814059, 0.10738147724666225, 50, 24.536376096209946, 93.66666666666666, 'Low Risk'),
(70488, 91, 17, '06:45.9', 36.05954767741646, 95.60828449, 113, 80, 72, 'Female', 75.60768891652405, 1.770519722683899, 0.090253894, 33, 24.11928478408853, 91, 'High Risk'),
(70489, 98, 16, '05:45.9', 36.26111707215087, 96.44065948613111, 133, 79, 79, 'Female', 98.32254766094371, 1.8587593059603194, 0.14855764000148985, 54, 28.458159650705333, 97, 'High Risk'),
(70490, 69, 14, '04:45.9', 37.230073247880355, 99.86353313133485, 110, 76, 81, 'Male', 88.93850921914762, 1.7916809719568412, 0.1380168021648469, 34, 27.705658878520527, 87.33333333333333, 'Low Risk'),
(70491, 64, 12, '03:45.9', 36.61114496680873, 97.90910532104985, 117, 85, 46, 'Male', 98.60472016143652, 1.7494915527681452, 0.10804537767929082, 32, 32.21617718345811, 95.66666666666667, 'High Risk'),
(70492, 69, 19, '02:45.9', 37.482697014549814, 99.0837678, 118, 85, 76, 'Female', 78.11670947536061, 1.9046011369944913, 0.12312337437083472, 33, 21.534553060855437, 96, 'Low Risk'),
(70493, 67, 13, '01:45.9', 37.231673590744826, 97.99635995297353, 119, 77, 44, 'Male', 51.08760525089246, 1.8883697227676988, 0.086096921, 42, 14.32654566376359, 91, 'High Risk'),
(70494, 62, 12, '00:45.9', 36.46766243, 97.56821211101504, 111, 87, 56, 'Female', 67.12100664083107, 1.9982396893350585, 0.086827872, 24, 16.809829159625636, 95, 'High Risk'),
(70495, 79, 12, '59:45.9', 37.04563338607444, 98.80364411326592, 120, 83, 27, 'Female', 85.87896099128369, 1.7171120482823627, 0.10386890571661025, 37, 29.126581144683605, 95.33333333333333, 'Low Risk'),
(70496, 82, 15, '58:45.9', 36.70190923694971, 95.59554784740868, 133, 78, 23, 'Male', 54.65802979358512, 1.8007255668356799, 0.077881089, 55, 16.856170345140885, 96.33333333333333, 'High Risk'),
(70497, 77, 17, '57:45.9', 37.42427436484176, 98.21190682705276, 114, 89, 59, 'Female', 91.97834042218001, 1.5547501647052249, 0.11411089473544522, 25, 38.05084856069754, 97.33333333333333, 'High Risk'),
(70498, 98, 16, '56:45.9', 36.40528217612909, 98.26950098697014, 112, 84, 70, 'Male', 63.42575895805907, 1.658644151825238, 0.11428837051139971, 28, 23.054686932545795, 93.33333333333333, 'High Risk'),
(70499, 61, 17, '55:45.9', 36.01641691694412, 99.49687170168485, 121, 77, 45, 'Female', 53.27763612283212, 1.543756339003048, 0.056842403, 44, 22.355657095826896, 91.66666666666667, 'Low Risk'),
(70500, 88, 19, '54:45.9', 36.450263231132915, 96.43518312911205, 112, 89, 23, 'Female', 65.57507779806514, 1.544671943965465, 0.094730078, 23, 27.48313666911771, 96.66666666666667, 'Low Risk'),
(70501, 82, 14, '53:45.9', 37.33231903500161, 97.01921935484991, 120, 87, 78, 'Male', 69.83493347272395, 1.8717582385798575, 0.064226634, 33, 19.93302525645003, 98, 'Low Risk'),
(70502, 99, 12, '52:45.9', 36.16122678171816, 95.46334011852686, 114, 70, 75, 'Male', 98.06686559895408, 1.9448423522327296, 0.062046166, 44, 25.927072839118715, 84.66666666666667, 'High Risk'),
(70503, 68, 12, '51:45.9', 37.13286851, 95.84774375, 110, 83, 54, 'Male', 69.29726862460878, 1.736214161374309, 0.057417608, 27, 22.988441466589155, 92, 'Low Risk'),
(70504, 73, 12, '50:45.9', 36.82082280022108, 96.59468509, 114, 76, 75, 'Female', 72.57974464294969, 1.6498485032130064, 0.14308122683669178, 38, 26.664122856374103, 88.66666666666667, 'Low Risk'),
(70505, 72, 12, '49:45.9', 37.14258070849054, 97.82858540748634, 137, 76, 68, 'Female', 83.29559672323842, 1.848292544312372, 0.13029391500618498, 61, 24.38263404720674, 96.33333333333333, 'Low Risk'),
(70506, 71, 19, '48:45.9', 36.826302494013845, 98.34672730686013, 110, 71, 39, 'Male', 94.39786106944605, 1.7759321550440788, 0.11502936581647051, 39, 29.930185781003622, 84, 'Low Risk'),
(70507, 74, 16, '47:45.9', 36.168644224318605, 98.79317373126324, 135, 80, 20, 'Female', 71.22496734429194, 1.628179275, 0.10811587790991053, 55, 26.867534418730955, 98.33333333333333, 'Low Risk'),
(70508, 85, 19, '46:45.9', 37.20920183855098, 98.68257653210975, 113, 84, 50, 'Male', 77.74753677428124, 1.8968596324666378, 0.13220025954855869, 29, 21.60808352031486, 93.66666666666667, 'Low Risk'),
(70509, 64, 14, '45:45.9', 36.64027393605443, 98.87293300207075, 133, 83, 71, 'Female', 79.02593901837477, 1.5256298539957696, 0.1284643425650827, 50, 33.952464824379454, 99.66666666666666, 'High Risk'),
(70510, 65, 16, '44:45.9', 37.375468328973106, 97.62476984338399, 129, 73, 71, 'Male', 85.29449860084698, 1.5427392946461287, 0.072931537, 56, 35.83735408354778, 91.66666666666666, 'High Risk'),
(70511, 63, 14, '43:45.9', 36.73813737250089, 97.87872344318775, 135, 83, 51, 'Male', 90.83830780935281, 1.9584465008359806, 0.050437088019795254, 52, 23.683485102006717, 100.33333333333333, 'Low Risk'),
(70512, 65, 15, '42:45.9', 37.27640167198821, 95.15881811905483, 134, 88, 20, 'Female', 54.855920943739655, 1.9383567944065927, 0.14347051525329907, 46, 14.600108013800806, 103.33333333333333, 'High Risk'),
(70513, 99, 19, '41:45.9', 36.34331590289172, 95.45096440710059, 137, 76, 68, 'Female', 91.45863129, 1.5716053238311445, 0.1034985401030824, 61, 37.028636048457294, 96.33333333333333, 'High Risk'),
(70514, 77, 19, '40:45.9', 37.076377092528006, 95.42198093605498, 125, 83, 27, 'Female', 62.8483496, 1.918682557, 0.0933187, 42, 17.072126614313877, 97, 'High Risk'),
(70515, 69, 18, '39:45.9', 37.34212952603845, 98.64503228322424, 128, 88, 60, 'Female', 68.49467957889418, 1.8178044164881804, 0.062212094, 40, 20.728244841705063, 101.33333333333333, 'Low Risk'),
(70516, 95, 13, '38:45.9', 37.051681604021866, 96.40968696119137, 135, 81, 54, 'Female', 57.118836608610664, 1.611215474178172, 0.1273081695783776, 54, 22.002503804778755, 99, 'High Risk'),
(70517, 65, 12, '37:45.9', 36.323270994272015, 96.22671404114723, 133, 73, 51, 'Male', 69.22230364636508, 1.6559240236646007, 0.0549479, 60, 25.244410547477308, 93, 'Low Risk'),
(70518, 70, 18, '36:45.9', 37.08421911275235, 97.6231727, 127, 74, 22, 'Male', 98.89921827931983, 1.9634999228380055, 0.12012264653047695, 53, 25.652581837127183, 91.66666666666666, 'Low Risk'),
(70519, 74, 14, '35:45.9', 36.68829960929511, 95.69898092051854, 114, 89, 77, 'Male', 80.51313954516246, 1.781208388, 0.076410724, 25, 25.37682580478257, 97.33333333333333, 'Low Risk'),
(70520, 95, 17, '34:45.9', 36.815550516749134, 96.59700185180999, 136, 78, 27, 'Male', 51.55887665272665, 1.8535486203382099, 0.10097996625478359, 58, 15.007055254860305, 97.33333333333333, 'High Risk'),
(70521, 68, 19, '33:45.9', 37.173945446919134, 97.80744407213503, 136, 89, 19, 'Male', 87.91055110586231, 1.705288983, 0.090127726, 47, 30.230479090782012, 104.66666666666667, 'High Risk'),
(70522, 98, 13, '32:45.9', 36.19663219830485, 97.32863056101499, 136, 83, 85, 'Female', 70.84619442856592, 1.6728791680331772, 0.070566739, 53, 25.315550780795743, 100.66666666666666, 'High Risk'),
(70523, 80, 16, '31:45.9', 36.505360114142505, 98.89846398696868, 123, 87, 64, 'Female', 96.35748494042639, 1.9969964471203214, 0.1286188413298559, 36, 24.161888251050275, 99, 'Low Risk'),
(70524, 87, 17, '30:45.9', 36.006211969766554, 97.09006281455716, 132, 87, 75, 'Male', 95.34394054792494, 1.6673135732809903, 0.055371801, 45, 34.29718894, 102, 'High Risk'),
(70525, 74, 19, '29:45.9', 36.917566674453546, 95.75644207890862, 131, 74, 77, 'Female', 56.14141542569995, 1.8286388104799234, 0.13892615079987242, 57, 16.78910294449384, 93, 'High Risk'),
(70526, 73, 12, '28:45.9', 36.86509601374815, 95.61387952, 111, 71, 78, 'Female', 85.652762, 1.6499960808269054, 0.067049214, 40, 31.461219062846194, 84.33333333333333, 'High Risk'),
(70527, 87, 14, '27:45.9', 36.82229245345455, 99.76165440381405, 138, 89, 84, 'Male', 94.58951064263968, 1.7776723752698291, 0.0784336, 49, 29.932261548920888, 105.33333333333333, 'Low Risk'),
(70528, 89, 14, '26:45.9', 37.230132590524356, 98.61459131169347, 114, 79, 45, 'Female', 90.01101262757999, 1.976588364044827, 0.068433838, 35, 23.03897634097683, 90.66666666666667, 'Low Risk'),
(70529, 60, 15, '25:45.9', 36.718837585647236, 99.28902174578289, 113, 85, 76, 'Male', 82.42455135010665, 1.524276076771379, 0.05228387, 28, 35.47556531910699, 94.33333333333333, 'High Risk'),
(70530, 92, 12, '24:45.9', 36.38599612654482, 99.10571705531399, 128, 81, 28, 'Female', 93.63794777456243, 1.8658701126747712, 0.13022100949424598, 47, 26.89608510721922, 96.66666666666667, 'High Risk'),
(70531, 68, 13, '23:45.9', 36.379487751105714, 97.42730371, 139, 80, 37, 'Male', 81.72325157176371, 1.7182699012181448, 0.1277862884212595, 59, 27.679795200954366, 99.66666666666666, 'Low Risk'),
(70532, 90, 15, '22:45.9', 37.26977829252896, 96.47374985849325, 129, 89, 39, 'Female', 99.49974522964047, 1.5274971520785712, 0.094459491, 40, 42.644315750530126, 102.33333333333333, 'High Risk'),
(70533, 87, 18, '21:45.9', 36.85724630854137, 99.50895304673799, 131, 88, 36, 'Male', 64.21941119, 1.5227733406326016, 0.070006939, 43, 27.69464416076685, 102.33333333333333, 'Low Risk'),
(70534, 92, 17, '20:45.9', 36.31554267807665, 96.13690294341332, 123, 80, 68, 'Male', 76.66032738020456, 1.6406284028091238, 0.087971221, 43, 28.48067105849845, 94.33333333333333, 'High Risk'),
(70535, 66, 19, '19:45.9', 36.29938961332388, 96.17314501353977, 118, 88, 37, 'Male', 53.25130389, 1.8684870657489887, 0.11752034962529857, 30, 15.252816814891164, 98, 'High Risk'),
(70536, 76, 18, '18:45.9', 36.37175113980244, 97.42866828160975, 124, 88, 57, 'Male', 87.55609836661105, 1.6647819379954059, 0.081198699, 36, 31.591604937179202, 100, 'High Risk'),
(70537, 67, 14, '17:45.9', 36.69506206728736, 95.27071233775769, 128, 83, 86, 'Female', 90.53368054922754, 1.5488596592286072, 0.14251416124218522, 45, 37.738622115336874, 98, 'High Risk'),
(70538, 92, 14, '16:45.9', 36.86049164854242, 95.55963082099439, 129, 70, 52, 'Male', 85.69892313679046, 1.523710253293586, 0.062643429, 59, 36.91225562530014, 89.66666666666666, 'High Risk'),
(70539, 67, 16, '15:45.9', 36.82590341775609, 97.96940786143224, 119, 88, 27, 'Female', 72.09433005181164, 1.991169885757071, 0.1143408439814798, 31, 18.183793031029918, 98.33333333333333, 'High Risk'),
(70540, 68, 19, '14:45.9', 37.49035500066388, 97.22479485056692, 120, 78, 30, 'Female', 63.51682185566159, 1.8948352844281346, 0.1322101257073569, 42, 17.69073320441843, 92, 'High Risk'),
(70541, 81, 15, '13:45.9', 36.21433970695204, 97.12451460775917, 123, 71, 47, 'Female', 87.05704255, 1.6175142310072221, 0.059831931, 52, 33.27420506998983, 88.33333333333333, 'High Risk'),
(70542, 68, 17, '12:45.9', 36.44919324052973, 97.70395411, 133, 88, 64, 'Male', 65.63035638027965, 1.6356690086806935, 0.12918948305014438, 45, 24.53092430253577, 103, 'Low Risk'),
(70543, 67, 15, '11:45.9', 37.325257802069814, 97.78186360383528, 121, 79, 30, 'Female', 72.12795421810662, 1.931837750163244, 0.086090743, 42, 19.326905252485194, 93, 'Low Risk'),
(70544, 98, 17, '10:45.9', 36.82823170779308, 98.45287068791205, 137, 87, 59, 'Female', 69.58473591949453, 1.8321737003429166, 0.12722648762464206, 50, 20.729111793026423, 103.66666666666666, 'High Risk'),
(70545, 61, 17, '09:45.9', 36.32381646, 97.11388560323077, 126, 86, 70, 'Male', 53.218144451668884, 1.9156210250601446, 0.10716630771570043, 40, 14.50242198692881, 99.33333333333333, 'High Risk'),
(70546, 84, 17, '08:45.9', 36.85746599861283, 95.37322377468547, 136, 79, 34, 'Male', 79.39974161725132, 1.7076920917053007, 0.092759991, 57, 27.227010241952794, 98, 'Low Risk'),
(70547, 86, 17, '07:45.9', 36.40961943566325, 95.57663772065129, 130, 89, 49, 'Female', 79.91373279238465, 1.5848012824548523, 0.12751708604292744, 41, 31.817920268045615, 102.66666666666667, 'High Risk'),
(70548, 62, 14, '06:45.9', 37.02122821629227, 97.90613573261534, 113, 87, 26, 'Female', 75.93702830373348, 1.5471379345589158, 0.077121102, 26, 31.724554197819348, 95.66666666666667, 'High Risk'),
(70549, 83, 14, '05:45.9', 36.08157831224383, 95.04097513, 118, 82, 89, 'Female', 58.61251273763074, 1.6733376065296721, 0.13805998704199596, 36, 20.93260109, 94, 'Low Risk'),
(70550, 88, 16, '04:45.9', 37.44415687537167, 97.04716481116857, 133, 82, 56, 'Female', 70.17987795254314, 1.636193874686001, 0.14576159173246017, 51, 26.214590842842846, 99, 'Low Risk'),
(70551, 89, 12, '03:45.9', 36.69768892672704, 99.76054520734894, 110, 84, 63, 'Male', 65.69824536801111, 1.9305269442293818, 0.10408623177336257, 26, 17.62795917232567, 92.66666666666667, 'High Risk'),
(70552, 89, 14, '02:45.9', 36.99142541315331, 96.78826472663062, 119, 89, 88, 'Female', 92.65450839346899, 1.8585184157421926, 0.10898196545658205, 30, 26.82457306, 99, 'Low Risk'),
(70553, 61, 14, '01:45.9', 36.04506566437973, 96.06763962345038, 135, 88, 62, 'Female', 62.78480022093922, 1.8171633284257247, 0.1367515576887352, 47, 19.013697882702093, 103.66666666666667, 'Low Risk'),
(70554, 85, 18, '00:45.9', 37.156868009601396, 95.42422187222948, 111, 78, 72, 'Female', 67.83443805085156, 1.7413475884379461, 0.066875947, 33, 22.37068558759038, 89, 'Low Risk'),
(70555, 80, 16, '59:45.9', 36.409383117591965, 95.17973673, 122, 88, 51, 'Male', 81.92221133833294, 1.9959436462061297, 0.12115520937114695, 34, 20.563882628336835, 99.33333333333333, 'Low Risk'),
(70556, 69, 18, '58:45.9', 36.79083221142762, 98.59014825450414, 139, 70, 71, 'Male', 65.43417183181607, 1.640932388060506, 0.11042133108593652, 69, 24.300949117062494, 93, 'Low Risk'),
(70557, 79, 19, '57:45.9', 36.13340396738019, 96.36808187142518, 114, 86, 87, 'Male', 70.36954168429912, 1.5742879319025538, 0.10019566185050377, 28, 28.393333916892647, 95.33333333333333, 'Low Risk'),
(70558, 64, 16, '56:45.9', 36.93530781492381, 97.79645485905674, 129, 75, 56, 'Female', 50.42232070116702, 1.8867746092237807, 0.13564761818622847, 54, 14.163897782809313, 93, 'High Risk'),
(70559, 84, 19, '55:45.9', 36.78885074007114, 98.85070356, 126, 85, 56, 'Male', 67.96509868285956, 1.646307664222626, 0.074559045, 41, 25.07632857730888, 98.66666666666667, 'Low Risk'),
(70560, 85, 14, '54:45.9', 36.58530675967095, 99.86100165158402, 124, 74, 64, 'Male', 72.86415779966252, 1.9623149054994236, 0.08685388, 50, 18.922414172219476, 90.66666666666666, 'Low Risk'),
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(70737, 62, 13, '57:45.9', 36.10088604207122, 96.71470202024359, 111, 88, 18, 'Female', 68.93776246887721, 1.9052223548971197, 0.054666678, 23, 18.99178766091539, 95.66666666666667, 'Low Risk'),
(70738, 85, 13, '56:45.9', 36.95801512957928, 96.06029800756379, 121, 81, 39, 'Male', 85.53686223710301, 1.5338090823216664, 0.092229858, 40, 36.35889742, 94.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(70739, 71, 14, '55:45.9', 36.48342869983914, 95.32119493733911, 132, 71, 30, 'Male', 65.61893184793855, 1.732122078581013, 0.10811009731197889, 61, 21.871177320418706, 91.33333333333333, 'Low Risk'),
(70740, 81, 12, '54:45.9', 36.62988173188587, 97.08390643624787, 126, 74, 19, 'Female', 56.44963080275803, 1.683991603, 0.088090108, 52, 19.90587455183539, 91.33333333333333, 'Low Risk'),
(70741, 78, 18, '53:45.9', 37.19457799331469, 95.46020077115793, 130, 87, 27, 'Female', 63.22138857622356, 1.6533877824680954, 0.065207289, 43, 23.126748741574552, 101.33333333333333, 'Low Risk'),
(70742, 71, 14, '52:45.9', 36.531588770790265, 96.13622885714055, 129, 79, 71, 'Male', 60.02543260963541, 1.988381994862088, 0.058487764794348564, 50, 15.182233097511288, 95.66666666666666, 'High Risk'),
(70743, 94, 15, '51:45.9', 37.37530345011072, 98.17914471321464, 125, 87, 71, 'Female', 84.02429893676339, 1.7672702817245725, 0.11246001884707862, 38, 26.902890791403514, 99.66666666666667, 'High Risk'),
(70744, 78, 18, '50:45.9', 36.671054623102016, 98.60485217, 119, 78, 32, 'Female', 65.14776664810432, 1.5253010890072287, 0.10698620993239513, 41, 28.00195616747779, 91.66666666666667, 'Low Risk'),
(70745, 64, 18, '49:45.9', 37.43165916399298, 97.86686455, 122, 70, 24, 'Female', 56.29820188643454, 1.8942213847466272, 0.12507384581040643, 52, 15.690365253940241, 87.33333333333333, 'High Risk'),
(70746, 91, 14, '48:45.9', 36.557519858452274, 98.62820908309816, 113, 75, 65, 'Male', 86.37661921628965, 1.538401436271811, 0.067182152, 38, 36.49697317558939, 87.66666666666667, 'High Risk'),
(70747, 76, 19, '47:45.9', 36.929773072950994, 99.06500752187942, 131, 88, 60, 'Female', 94.60494479268273, 1.9367587012292455, 0.11171770042830506, 43, 25.221029205289828, 102.33333333333333, 'Low Risk'),
(70748, 81, 15, '46:45.9', 36.25874838846667, 97.85139259767742, 131, 80, 30, 'Female', 61.811737945451924, 1.622296580289431, 0.081839288, 51, 23.486075317217562, 97, 'Low Risk'),
(70749, 77, 17, '45:45.9', 37.0904031, 97.59426121182169, 119, 70, 41, 'Male', 72.55326496014428, 1.5751609855106872, 0.050883441, 49, 29.24199968024385, 86.33333333333333, 'Low Risk'),
(70750, 77, 18, '44:45.9', 36.33026321851841, 95.34420717744194, 123, 87, 46, 'Female', 86.69844036995873, 1.9988666012974197, 0.098304724, 36, 21.699196965520375, 99, 'Low Risk'),
(70751, 99, 19, '43:45.9', 37.46535288961953, 99.22516226729215, 129, 72, 43, 'Female', 52.77797449962758, 1.5488464300934524, 0.053929544, 57, 22.000674756884166, 91, 'High Risk'),
(70752, 80, 15, '42:45.9', 36.685159744100595, 97.84101433366814, 118, 75, 46, 'Male', 55.95717239, 1.800158927037415, 0.060007709, 43, 17.26768285961016, 89.33333333333333, 'High Risk'),
(70753, 65, 19, '41:45.9', 37.408341765997186, 95.26268803622136, 138, 84, 82, 'Female', 99.29547181, 1.760862234382099, 0.11971757550817344, 54, 32.02422921, 102, 'High Risk'),
(70754, 60, 15, '40:45.9', 37.44497183944772, 97.47406297510076, 121, 79, 66, 'Male', 90.34543035063889, 1.5671247126817216, 0.10733622084614525, 42, 36.78739812749035, 93, 'High Risk'),
(70755, 65, 16, '39:45.9', 36.618289655571914, 99.77173224962786, 133, 72, 52, 'Female', 91.47270149102334, 1.6928144312341762, 0.079604072, 61, 31.920728914291395, 92.33333333333333, 'High Risk'),
(70756, 88, 17, '38:45.9', 36.99922512625186, 99.49399881434202, 136, 74, 36, 'Female', 63.69792949314903, 1.7215483475179594, 0.057608239957559586, 62, 21.492496670544213, 94.66666666666666, 'Low Risk'),
(70757, 74, 13, '37:45.9', 36.03646156485009, 99.15715888314884, 121, 76, 29, 'Male', 77.44656610246076, 1.5085246034276532, 0.12031601186588672, 45, 34.032775658328866, 91, 'High Risk'),
(70758, 66, 12, '36:45.9', 37.07000135599612, 99.21188964382537, 134, 81, 65, 'Female', 71.31995073830012, 1.944202890540228, 0.11032793454427178, 53, 18.86808680338928, 98.66666666666666, 'Low Risk'),
(70759, 72, 18, '35:45.9', 36.24928184260566, 96.66782358766217, 131, 87, 72, 'Male', 53.23513807930249, 1.7281514921830232, 0.096194624, 44, 17.825214453489398, 101.66666666666667, 'High Risk'),
(70760, 95, 18, '34:45.9', 37.49916547988572, 99.43822560228857, 126, 83, 35, 'Female', 90.06166191840082, 1.6011252166204808, 0.050745820209599404, 43, 35.13090696149388, 97.33333333333333, 'High Risk'),
(70761, 70, 19, '33:45.9', 36.711251789789614, 96.50715967546144, 139, 78, 29, 'Male', 85.97902492195564, 1.6293095483206532, 0.14281437666377705, 61, 32.38808797377382, 98.33333333333333, 'High Risk'),
(70762, 87, 14, '32:45.9', 37.030281235155385, 99.75819835, 135, 85, 41, 'Male', 86.24722277405452, 1.513105578166821, 0.11378801414215585, 50, 37.67095712652184, 101.66666666666666, 'High Risk'),
(70763, 90, 18, '31:45.9', 36.18050290185333, 95.32309159459096, 116, 71, 77, 'Female', 96.84408341681844, 1.6303009844763465, 0.10376688545865367, 45, 36.436572023506685, 86, 'High Risk'),
(70764, 97, 14, '30:45.9', 36.74119330821394, 95.64248687088866, 130, 86, 30, 'Female', 90.31298536211577, 1.9184977603840183, 0.10963190210117867, 44, 24.53734704082984, 100.66666666666667, 'High Risk'),
(70765, 68, 13, '29:45.9', 36.88836164890862, 97.91020800401776, 125, 85, 38, 'Female', 58.774327664202715, 1.6249618781751198, 0.14646836364100152, 40, 22.258777904421457, 98.33333333333333, 'Low Risk'),
(70766, 79, 15, '28:45.9', 37.093454879632155, 99.33319798888841, 115, 71, 28, 'Female', 88.35193965, 1.888598575769329, 0.11713054115415739, 44, 24.770614048372035, 85.66666666666667, 'Low Risk'),
(70767, 99, 14, '27:45.9', 37.16807696938987, 97.46701969012287, 128, 76, 47, 'Male', 66.10680569686666, 1.5467979654804287, 0.085968569, 52, 27.629879322306948, 93.33333333333333, 'High Risk'),
(70768, 90, 14, '26:45.9', 36.24781054079856, 97.95930741053053, 127, 77, 77, 'Female', 76.43317869180068, 1.537222625231443, 0.060358411, 50, 32.34509161207053, 93.66666666666666, 'High Risk'),
(70769, 70, 16, '25:45.9', 36.03140262016209, 99.32763877, 119, 72, 56, 'Male', 96.15437448785121, 1.7196958443453503, 0.13565218712318056, 47, 32.51365277414041, 87.66666666666667, 'High Risk'),
(70770, 61, 12, '24:45.9', 36.05776815872588, 95.79498179203591, 119, 75, 79, 'Male', 75.70817208061624, 1.6856441734509917, 0.1089770377231741, 44, 26.64470726139766, 89.66666666666667, 'Low Risk'),
(70771, 69, 17, '23:45.9', 36.06056152725547, 98.95454295966871, 110, 88, 70, 'Male', 63.68946500407347, 1.9828191048225348, 0.10160762172980126, 22, 16.19949258062528, 95.33333333333333, 'High Risk'),
(70772, 84, 14, '22:45.9', 36.82827386418756, 95.60288504864428, 137, 72, 54, 'Male', 50.517283365880026, 1.8582520550166262, 0.14020102350205005, 65, 14.629542476495834, 93.66666666666666, 'High Risk'),
(70773, 82, 14, '21:45.9', 36.86310113, 98.84295829693436, 120, 75, 59, 'Male', 63.65268313733948, 1.7749445165405686, 0.054778370249799535, 45, 20.204455519652374, 90, 'Low Risk'),
(70774, 78, 12, '20:45.9', 36.187842706059584, 96.12937742, 111, 87, 39, 'Male', 79.63633597270226, 1.6041602728794346, 0.10597071858454675, 24, 30.94680059250565, 95, 'High Risk'),
(70775, 79, 13, '19:45.9', 37.39667156002996, 96.66984210954674, 118, 79, 79, 'Female', 78.585342, 1.5501362143911401, 0.094435113, 39, 32.70407143500544, 92, 'High Risk'),
(70776, 62, 12, '18:45.9', 36.94667995948339, 97.47503832331508, 129, 80, 64, 'Male', 69.28184660791544, 1.890535265, 0.13919371784062134, 49, 19.384289575361397, 96.33333333333333, 'Low Risk'),
(70777, 66, 18, '17:45.9', 37.078110954147434, 98.17913618, 137, 73, 41, 'Male', 91.38489757890665, 1.5922666523904723, 0.14808363045338024, 64, 36.04481744519826, 94.33333333333333, 'High Risk'),
(70778, 75, 14, '16:45.9', 36.77661305482404, 99.26851987, 113, 83, 58, 'Male', 93.86775167318882, 1.857103528659694, 0.12220067138139502, 30, 27.217246420666672, 93, 'Low Risk'),
(70779, 71, 12, '15:45.9', 36.206348808817296, 97.16762623317904, 122, 81, 48, 'Female', 50.37913534803115, 1.5063792102244848, 0.063240491, 41, 22.20148799813162, 94.66666666666667, 'Low Risk'),
(70780, 71, 12, '14:45.9', 37.32659801992475, 95.69778067959312, 124, 77, 28, 'Male', 56.517129725727614, 1.7735189153254085, 0.11190733707428044, 47, 17.968360329829128, 92.66666666666667, 'High Risk'),
(70781, 68, 15, '13:45.9', 36.81165781, 97.48615731822439, 125, 77, 19, 'Male', 97.52265591, 1.777260393862526, 0.14109149163019766, 48, 30.874746090442517, 93, 'High Risk'),
(70782, 66, 19, '12:45.9', 37.136294357899786, 99.80847345215685, 136, 78, 29, 'Female', 89.29203320839792, 1.9325015577928468, 0.13921390060907504, 58, 23.909638327587448, 97.33333333333333, 'Low Risk'),
(70783, 69, 13, '11:45.9', 37.43699653092251, 97.78656199938473, 133, 89, 52, 'Female', 99.95036007788767, 1.827259622630161, 0.077838015, 44, 29.935316056917944, 103.66666666666667, 'Low Risk'),
(70784, 76, 12, '10:45.9', 36.7227722, 95.96919399051387, 119, 79, 29, 'Male', 52.90216291188222, 1.6931518408203425, 0.066277466, 40, 18.453621744024293, 92.33333333333333, 'High Risk'),
(70785, 95, 17, '09:45.9', 36.02970239, 99.16063354480436, 114, 87, 71, 'Female', 93.14132630408693, 1.679273140659904, 0.1360420541392678, 27, 33.02932775054411, 96, 'High Risk'),
(70786, 72, 15, '08:45.9', 36.00487667323995, 99.47694742892998, 131, 79, 61, 'Female', 91.97212509075098, 1.9390283660111942, 0.057237996, 52, 24.461771017928296, 96.33333333333333, 'Low Risk'),
(70787, 75, 14, '07:45.9', 36.72197923207305, 98.72204568528535, 112, 80, 30, 'Female', 63.957459410104036, 1.9702658623397242, 0.087158958, 32, 16.475611348375633, 90.66666666666667, 'High Risk'),
(70788, 95, 14, '06:45.9', 36.50778564, 97.10202180771103, 111, 88, 80, 'Male', 65.53223994008903, 1.9274034651352847, 0.12307659326830778, 23, 17.640453340892027, 95.66666666666667, 'High Risk'),
(70789, 69, 15, '05:45.9', 37.256820461733284, 95.35866174467509, 132, 87, 85, 'Female', 99.19788636181983, 1.7034302628749831, 0.14597259598424617, 45, 34.18642610521584, 102, 'High Risk'),
(70790, 86, 14, '04:45.9', 37.12448998946723, 98.28024815, 123, 88, 63, 'Male', 84.23139896670034, 1.545863360708457, 0.096339674, 35, 35.24778299390362, 99.66666666666667, 'High Risk'),
(70791, 84, 19, '03:45.9', 36.468054812492454, 96.88099966902186, 131, 75, 84, 'Female', 71.73338196283322, 1.8811851197363951, 0.1486639507759418, 56, 20.27020949012958, 93.66666666666666, 'Low Risk'),
(70792, 72, 16, '02:45.9', 37.05857598320887, 97.51828471769666, 111, 83, 72, 'Female', 98.07909657816745, 1.8321369687310243, 0.095461246, 28, 29.21867924655762, 92.33333333333333, 'Low Risk'),
(70793, 64, 17, '01:45.9', 36.674599570204684, 96.17701702444009, 133, 81, 44, 'Male', 72.47267501354277, 1.819800275, 0.055244797, 52, 21.88400669266912, 98.33333333333333, 'Low Risk'),
(70794, 60, 15, '00:45.9', 36.07273526563789, 96.36758584728612, 133, 77, 76, 'Male', 85.24017982171978, 1.8294003706581572, 0.10657038403567762, 56, 25.469876066491157, 95.66666666666666, 'Low Risk'),
(70795, 74, 15, '59:45.9', 37.11396802070152, 95.97955699025415, 111, 75, 42, 'Male', 93.07651457216637, 1.9394914570841801, 0.1338104959242527, 36, 24.743684527556052, 87, 'Low Risk'),
(70796, 65, 13, '58:45.9', 36.80770719616664, 95.92455340033132, 123, 87, 52, 'Male', 53.79221066432809, 1.8491822001341904, 0.1010655015805145, 36, 15.731132312522586, 99, 'High Risk'),
(70797, 97, 15, '57:45.9', 36.09987306585108, 98.12075264423615, 121, 89, 82, 'Female', 76.58729952337211, 1.565408833301139, 0.1476040787077325, 32, 31.25368252401585, 99.66666666666667, 'High Risk'),
(70798, 64, 14, '56:45.9', 37.498387371351605, 98.34971007449629, 123, 87, 28, 'Male', 64.52778707690786, 1.6583935881903964, 0.088815968, 36, 23.462352298703482, 99, 'Low Risk'),
(70799, 94, 15, '55:45.9', 36.47119967430352, 99.78696549398944, 138, 80, 21, 'Male', 52.68619383190081, 1.734021194696959, 0.082124274, 58, 17.52217536, 99.33333333333333, 'High Risk'),
(70800, 76, 17, '54:45.9', 37.16538606633796, 98.29013159017872, 128, 75, 48, 'Female', 63.58116075081268, 1.660311197835455, 0.067135584, 53, 23.064787528464468, 92.66666666666666, 'Low Risk'),
(70801, 99, 18, '53:45.9', 36.763168800008756, 95.50599543, 114, 78, 74, 'Female', 77.16106616870303, 1.8714460301844438, 0.14433581426573186, 36, 22.031476595554818, 90, 'High Risk'),
(70802, 83, 17, '52:45.9', 36.041449711455435, 99.31009362459746, 123, 77, 70, 'Female', 66.09150387677504, 1.7639509807821838, 0.066309709, 46, 21.24088510579676, 92.33333333333333, 'Low Risk'),
(70803, 66, 12, '51:45.9', 36.048451235393344, 98.46857556007437, 127, 74, 82, 'Male', 62.41984099, 1.6999663020956373, 0.10642502735806394, 53, 21.59941718611334, 91.66666666666666, 'Low Risk'),
(70804, 91, 17, '50:45.9', 37.329088357842295, 98.17389701842811, 119, 76, 43, 'Male', 73.73375956331606, 1.5419602776300176, 0.14488126649155386, 43, 31.011302432215697, 90.33333333333333, 'High Risk'),
(70805, 64, 15, '49:45.9', 36.53237018622265, 98.07426100374674, 126, 87, 69, 'Female', 63.587179053616666, 1.752364615992698, 0.11719669159784055, 39, 20.70716328433384, 100, 'Low Risk'),
(70806, 64, 16, '48:45.9', 36.7470431, 98.82665510948092, 116, 88, 40, 'Female', 64.44741029501706, 1.7957531781745066, 0.11436489569903949, 28, 19.98536954997392, 97.33333333333333, 'Low Risk'),
(70807, 69, 16, '47:45.9', 37.14017186633668, 96.14403186, 128, 80, 66, 'Male', 88.64150904, 1.836555686444326, 0.0798851, 48, 26.280216492242303, 96, 'Low Risk'),
(70808, 79, 12, '46:45.9', 37.20939840014715, 98.05807575579033, 129, 84, 70, 'Female', 82.86893797381703, 1.9012845952484392, 0.096694566, 45, 22.92437553396036, 99, 'Low Risk'),
(70809, 64, 14, '45:45.9', 36.634631903364586, 97.46814619991125, 116, 75, 82, 'Female', 95.11986254498092, 1.8338684846500082, 0.072761503, 41, 28.283609971486786, 88.66666666666667, 'Low Risk'),
(70810, 74, 14, '44:45.9', 36.233244223794024, 99.46421881692238, 113, 78, 27, 'Male', 52.77472242940288, 1.808908347529792, 0.10900511708438301, 35, 16.128457420660972, 89.66666666666667, 'High Risk'),
(70811, 76, 17, '43:45.9', 37.43482590742929, 99.57741756260309, 133, 83, 36, 'Male', 50.15363519, 1.5079560349761343, 0.051131462, 50, 22.055913874852006, 99.66666666666666, 'Low Risk'),
(70812, 87, 17, '42:45.9', 36.14767270740231, 96.48762006700748, 124, 76, 65, 'Female', 83.48423311278373, 1.9714599777278272, 0.13698321608879366, 48, 21.479715863686213, 92, 'Low Risk'),
(70813, 88, 18, '41:45.9', 36.22909742696629, 95.46319887991473, 128, 71, 57, 'Female', 57.72655495, 1.9587460491033586, 0.061075174155208314, 57, 15.045941646273114, 90, 'High Risk'),
(70814, 82, 16, '40:45.9', 36.235516786252866, 99.92243708941092, 117, 74, 77, 'Male', 87.85172707316912, 1.9005412604792997, 0.1007714266954717, 43, 24.32179920186955, 88.33333333333333, 'Low Risk'),
(70815, 89, 15, '39:45.9', 37.07687618737033, 98.16069752454355, 122, 75, 24, 'Female', 61.70843342861552, 1.8692277614887662, 0.12989979598917378, 47, 17.661194619426624, 90.66666666666667, 'High Risk'),
(70816, 94, 18, '38:45.9', 37.358011115233616, 99.28253360326563, 127, 82, 62, 'Female', 81.62068387379854, 1.688399142999955, 0.085152498, 45, 28.631887778291418, 97, 'High Risk'),
(70817, 62, 19, '37:45.9', 36.78898626924741, 99.59839913391839, 125, 70, 37, 'Male', 81.13610807, 1.6298326392750342, 0.094924959, 55, 30.544157469836026, 88.33333333333333, 'High Risk'),
(70818, 87, 17, '36:45.9', 36.076610678514214, 95.29055967498726, 123, 83, 21, 'Male', 58.966623269584964, 1.8303110898002173, 0.096524094, 40, 17.601773831976086, 96.33333333333333, 'High Risk'),
(70819, 93, 19, '35:45.9', 37.46332291699111, 96.52520341059689, 120, 89, 36, 'Male', 95.25891103541966, 1.6197483989672243, 0.11023166234940504, 31, 36.30868279063255, 99.33333333333333, 'High Risk'),
(70820, 81, 16, '34:45.9', 37.180558362217404, 99.04977890811962, 139, 87, 81, 'Female', 62.569929576665324, 1.7796629382827691, 0.11710022158013846, 52, 19.755596786190072, 104.33333333333333, 'Low Risk'),
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(70998, 85, 18, '36:45.9', 36.77063911611369, 99.46967443849391, 116, 81, 40, 'Male', 58.608299767529985, 1.837750963, 0.10414474344116068, 35, 17.353449036493224, 92.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(71000, 70, 14, '34:45.9', 37.20372677002626, 95.38857581, 111, 89, 49, 'Male', 58.04047331, 1.6072814961446955, 0.065263856, 22, 22.46710193, 96.33333333333333, 'Low Risk'),
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(71002, 90, 13, '32:45.9', 36.758412054877965, 98.10274792805168, 111, 81, 46, 'Male', 84.78596260820524, 1.7834917002710138, 0.14144242886403535, 30, 26.655189228929007, 91, 'Low Risk'),
(71003, 87, 14, '31:45.9', 37.10197720779098, 97.46911739070323, 118, 89, 69, 'Female', 86.9769905, 1.7057065702703103, 0.11656821144411132, 29, 29.894805478589284, 98.66666666666667, 'Low Risk'),
(71004, 63, 16, '30:45.9', 37.37876378783211, 97.02118474938453, 120, 76, 78, 'Female', 92.33752711926375, 1.920289532698892, 0.086763989, 44, 25.040604583505537, 90.66666666666667, 'Low Risk'),
(71005, 62, 17, '29:45.9', 36.23588943, 97.78488900524701, 134, 77, 25, 'Male', 65.68227819944588, 1.7687586868408944, 0.053478863, 57, 20.994765894146326, 96, 'Low Risk'),
(71006, 69, 18, '28:45.9', 37.089584253990616, 95.06072992, 113, 82, 67, 'Male', 50.17632324, 1.7183391483638701, 0.11035873060565651, 31, 16.99343072, 92.33333333333333, 'High Risk'),
(71007, 71, 12, '27:45.9', 36.42030155413735, 95.64431499486216, 131, 82, 71, 'Female', 70.06946803325336, 1.899169558548898, 0.13559970626805812, 49, 19.426803147300067, 98.33333333333333, 'Low Risk'),
(71008, 87, 14, '26:45.9', 36.42215057945244, 98.28433012601732, 128, 79, 83, 'Female', 89.76667825911727, 1.5279448616266256, 0.14302707520509284, 49, 38.45030509415117, 95.33333333333333, 'High Risk'),
(71009, 96, 14, '25:45.9', 36.85672554916588, 95.88543111691317, 117, 78, 18, 'Male', 64.56508899172776, 1.9331871783364714, 0.067210276, 39, 17.27626837261632, 91, 'High Risk'),
(71010, 65, 15, '24:45.9', 37.46841218484292, 97.50074291189141, 129, 84, 63, 'Male', 81.38291074666981, 1.8233797323405412, 0.050614686307924296, 45, 24.47817146238488, 99, 'Low Risk'),
(71011, 82, 12, '23:45.9', 36.04346452, 98.23854592373026, 134, 76, 33, 'Male', 97.11168114536909, 1.7294372635918744, 0.088881441, 58, 32.46847177821092, 95.33333333333333, 'High Risk'),
(71012, 78, 13, '22:45.9', 36.779936389285425, 99.88582798177323, 113, 70, 37, 'Female', 88.29495349258397, 1.8252055730880112, 0.077193102, 43, 26.50405412605647, 84.33333333333333, 'Low Risk'),
(71013, 95, 16, '21:45.9', 36.363988180006885, 98.97133884611621, 134, 74, 80, 'Male', 60.40192558072922, 1.8294805996023826, 0.1470139908138005, 60, 18.046590635559625, 94, 'High Risk'),
(71014, 74, 16, '20:45.9', 36.33312408771765, 97.65190053, 131, 71, 60, 'Male', 61.02397756, 1.8124672495763339, 0.070136403, 60, 18.57634106, 91, 'Low Risk'),
(71015, 63, 19, '19:45.9', 36.59847736083984, 95.92402475044562, 134, 83, 53, 'Female', 52.4690821, 1.8563122291367122, 0.092575177, 51, 15.226546571423228, 100, 'High Risk'),
(71016, 99, 16, '18:45.9', 37.414113025102544, 99.18180613435528, 131, 73, 31, 'Male', 80.86760706, 1.9718029419582137, 0.13600483474452446, 58, 20.799245050022666, 92.33333333333333, 'High Risk'),
(71017, 97, 17, '17:45.9', 36.15495597, 98.27192710114572, 139, 87, 53, 'Male', 99.30773491873092, 1.5708485183544914, 0.10421126192670649, 52, 40.24523455, 104.33333333333333, 'High Risk'),
(71018, 80, 19, '16:45.9', 36.83311879036099, 99.99746673433523, 114, 89, 53, 'Female', 73.84988504, 1.7751672761287596, 0.063355127, 25, 23.435339897987284, 97.33333333333333, 'Low Risk'),
(71019, 89, 12, '15:45.9', 36.896945147508795, 96.97312794304361, 130, 74, 51, 'Male', 99.09040412554407, 1.7605056920049693, 0.12004888607185986, 56, 31.971037692496008, 92.66666666666666, 'High Risk'),
(71020, 79, 16, '14:45.9', 36.541729196206774, 99.31726043, 120, 87, 68, 'Female', 55.61360940026886, 1.9357480564692289, 0.079009254, 33, 14.841692129846985, 98, 'High Risk'),
(71021, 91, 16, '13:45.9', 36.07894242, 95.11133009052544, 114, 79, 22, 'Female', 88.82567415030476, 1.6317611782668098, 0.14516096671326698, 35, 33.35994449097765, 90.66666666666667, 'High Risk'),
(71022, 72, 18, '12:45.9', 36.50165363398527, 97.0267857, 138, 78, 60, 'Female', 68.15950005744963, 1.8244556001043444, 0.13414887984198187, 60, 20.47669203126015, 98, 'Low Risk'),
(71023, 61, 12, '11:45.9', 36.54931857843698, 97.68016834823194, 138, 80, 83, 'Female', 85.17531095, 1.732521363916956, 0.12360916894818004, 58, 28.37634988578041, 99.33333333333333, 'Low Risk'),
(71024, 81, 15, '10:45.9', 36.17171052514646, 97.49542327331417, 121, 88, 63, 'Female', 79.48146739008976, 1.8662166373073745, 0.066364199, 33, 22.821372658822714, 99, 'Low Risk'),
(71025, 75, 14, '09:45.9', 37.165799000851194, 95.90086042832834, 122, 84, 55, 'Female', 69.17890191900838, 1.6215037780618196, 0.10658784252219675, 38, 26.311023006276113, 96.66666666666667, 'Low Risk'),
(71026, 81, 19, '08:45.9', 36.80954137, 99.93450274849111, 137, 80, 52, 'Male', 92.31198007669539, 1.7685104010363166, 0.069119369, 57, 29.515002878600527, 99, 'Low Risk'),
(71027, 84, 18, '07:45.9', 36.98538867692082, 98.26320728601769, 126, 86, 32, 'Female', 82.84087024657636, 1.9233891739337192, 0.053031430082415704, 40, 22.39289883438317, 99.33333333333333, 'Low Risk'),
(71028, 69, 12, '06:45.9', 36.60600233, 98.20191551630712, 119, 87, 27, 'Male', 98.41037206, 1.5777077323231201, 0.090135348, 32, 39.53554825506358, 97.66666666666667, 'High Risk'),
(71029, 64, 16, '05:45.9', 37.42289320768321, 95.90779331501417, 119, 74, 32, 'Male', 71.93103309, 1.8220075154012438, 0.080307543, 45, 21.667857451096207, 89, 'Low Risk'),
(71030, 68, 17, '04:45.9', 36.843689207294496, 98.90003963174021, 130, 80, 87, 'Female', 64.12040164396123, 1.9603316671456872, 0.1405941056281484, 50, 16.685419228306664, 96.66666666666666, 'High Risk'),
(71031, 73, 13, '03:45.9', 37.47102562394031, 99.05282528480117, 126, 87, 29, 'Male', 78.33467444, 1.799870013972878, 0.052533012, 39, 24.180860944051332, 100, 'Low Risk'),
(71032, 61, 17, '02:45.9', 36.57973863546348, 96.07510454, 120, 82, 30, 'Female', 98.22965316491208, 1.5066518381335499, 0.074258121, 38, 43.272979511875114, 94.66666666666667, 'High Risk'),
(71033, 68, 18, '01:45.9', 37.29441239, 95.53684303068245, 121, 75, 74, 'Male', 68.22443347781285, 1.9234156127207627, 0.066774716, 46, 18.44139049609166, 90.33333333333333, 'High Risk'),
(71034, 68, 16, '00:45.9', 37.49194479948339, 98.60141089558314, 125, 78, 57, 'Male', 73.56456687877576, 1.6146811173064044, 0.055304111, 47, 28.215980683641735, 93.66666666666667, 'Low Risk'),
(71035, 73, 19, '59:45.9', 36.552441465252734, 95.69511333286187, 116, 84, 49, 'Male', 82.65535940842756, 1.860375337875827, 0.070907254, 32, 23.88195476352612, 94.66666666666667, 'Low Risk'),
(71036, 75, 18, '58:45.9', 37.27696096361883, 98.93000089, 139, 74, 59, 'Male', 51.69856144610843, 1.9232077927363163, 0.05269175, 65, 13.97738856557295, 95.66666666666666, 'High Risk'),
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(71039, 63, 18, '55:45.9', 36.31154452687117, 97.93922205, 126, 82, 37, 'Female', 70.57179149950831, 1.6616912802341384, 0.080224737, 44, 25.558211549809933, 96.66666666666667, 'Low Risk'),
(71040, 74, 16, '54:45.9', 36.57040305136769, 97.36124118082277, 137, 81, 27, 'Female', 99.24755470797957, 1.7608695458031316, 0.089436574, 56, 32.008509433457995, 99.66666666666666, 'High Risk'),
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(71045, 75, 19, '49:45.9', 36.18927967363141, 98.75287244557107, 113, 80, 77, 'Male', 97.10853689077955, 1.5098812831541122, 0.12845905735853527, 33, 42.59629319815671, 91, 'High Risk'),
(71046, 85, 18, '48:45.9', 36.590631877933646, 95.96975938, 124, 84, 54, 'Male', 68.67907124392302, 1.7409905867304385, 0.13631108107491025, 40, 22.658521471507377, 97.33333333333333, 'Low Risk'),
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(71048, 79, 13, '46:45.9', 36.72773686543954, 97.56215570677492, 132, 76, 33, 'Male', 51.87321418, 1.8087562717303003, 0.1296702156548112, 56, 15.855613785879699, 94.66666666666666, 'High Risk'),
(71049, 91, 12, '45:45.9', 36.84361864401798, 95.76074078578449, 117, 83, 26, 'Male', 86.61980493, 1.7058828681949283, 0.064132823, 34, 29.76588407070624, 94.33333333333333, 'High Risk'),
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(71052, 90, 18, '42:45.9', 36.28764559867724, 97.56256957995944, 112, 74, 32, 'Female', 64.28997379342822, 1.7972702696019816, 0.13404788568800974, 38, 19.90290491381232, 86.66666666666667, 'Low Risk'),
(71053, 60, 18, '41:45.9', 36.433501136153744, 98.74854743, 118, 78, 56, 'Female', 84.59280038039464, 1.7305315210000796, 0.10501419212635862, 40, 28.24713293218367, 91.33333333333333, 'Low Risk'),
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(71056, 76, 15, '38:45.9', 37.21636468114137, 98.43691008955096, 114, 89, 35, 'Male', 61.75829165049654, 1.7183638976560154, 0.077465092, 25, 20.915343169310077, 97.33333333333333, 'Low Risk'),
(71057, 68, 15, '37:45.9', 36.24641883030332, 96.14577642, 135, 74, 36, 'Female', 50.03340184830774, 1.899210366382417, 0.096665081, 61, 13.87119535056764, 94.33333333333333, 'High Risk'),
(71058, 71, 18, '36:45.9', 37.00103693817696, 95.11703032086973, 127, 74, 85, 'Female', 75.39471386739979, 1.570090171325408, 0.085428713, 53, 30.58381848298026, 91.66666666666666, 'High Risk'),
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(71060, 87, 18, '34:45.9', 36.908605019511214, 98.08033775096298, 127, 70, 24, 'Male', 97.39544135, 1.9599770121989977, 0.081520063, 57, 25.35342721495332, 89, 'Low Risk'),
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(71069, 67, 14, '25:45.9', 37.39917929836999, 99.40651693418292, 125, 72, 45, 'Female', 78.20364355170202, 1.6739109475476837, 0.1231088178946313, 53, 27.910157556623666, 89.66666666666666, 'Low Risk'),
(71070, 63, 16, '24:45.9', 36.99868115511178, 96.54446517790014, 112, 86, 22, 'Female', 86.70173704766137, 1.937525085854896, 0.11606456961084959, 26, 23.095806386531965, 94.66666666666667, 'Low Risk'),
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(71259, 89, 12, '15:45.9', 36.35018634231224, 97.86426066413243, 114, 77, 28, 'Male', 98.86095971393158, 1.7905300194987928, 0.1405839491608344, 37, 30.83625360982669, 89.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(71260, 88, 15, '14:45.9', 36.35160151284521, 99.88876858195236, 117, 81, 54, 'Male', 51.017943708577135, 1.9477611281768914, 0.090906451, 36, 13.447809914352776, 93, 'High Risk'),
(71261, 72, 19, '13:45.9', 36.30281122656932, 95.06744889579971, 132, 74, 70, 'Male', 86.20439091123464, 1.9787660160412406, 0.11281104666871486, 58, 22.016105696141267, 93.33333333333333, 'Low Risk'),
(71262, 79, 16, '12:45.9', 36.423454409950864, 97.54888333022417, 134, 87, 50, 'Male', 86.54451541417693, 1.688083340238847, 0.12353412868833795, 47, 30.37048887896192, 102.66666666666667, 'High Risk'),
(71263, 60, 14, '11:45.9', 36.00885775297497, 99.38324711458367, 129, 84, 41, 'Female', 62.859361119391274, 1.741877956494359, 0.1135034903286786, 45, 20.717364941241737, 99, 'Low Risk'),
(71264, 69, 17, '10:45.9', 36.23194018901434, 95.84118680153453, 134, 73, 52, 'Female', 90.83408517275703, 1.7785065447681787, 0.09861201, 61, 28.71692349684314, 93.33333333333333, 'Low Risk'),
(71265, 72, 13, '09:45.9', 36.38285796051028, 95.39750107, 117, 72, 26, 'Female', 98.73204440643954, 1.8518828193776895, 0.11529102754457306, 45, 28.789301284761216, 87, 'Low Risk'),
(71266, 81, 12, '08:45.9', 36.43856349709819, 98.06447033961719, 130, 88, 37, 'Female', 70.90862813844501, 1.9408689846804876, 0.14283008737465022, 42, 18.823771536794954, 102, 'Low Risk'),
(71267, 87, 19, '07:45.9', 37.33559235, 96.72682228810568, 132, 71, 52, 'Female', 95.57232587993687, 1.6481478449557532, 0.098224949, 61, 35.18356328756821, 91.33333333333333, 'High Risk'),
(71268, 88, 15, '06:45.9', 36.275180087668936, 95.47195813264989, 118, 83, 33, 'Female', 74.17336638437973, 1.5604030572798187, 0.0799874, 35, 30.46312166365721, 94.66666666666667, 'High Risk'),
(71269, 94, 19, '05:45.9', 37.110066275645785, 95.86893915, 122, 70, 56, 'Female', 65.99253448, 1.739495440510666, 0.052328871652244216, 52, 21.809626018271807, 87.33333333333333, 'High Risk'),
(71270, 82, 17, '04:45.9', 37.11593977978768, 99.00390298466853, 118, 87, 74, 'Male', 51.049624343466284, 1.8204951083829055, 0.1262826725072811, 31, 15.403290919343391, 97.33333333333333, 'High Risk'),
(71271, 84, 12, '03:45.9', 37.30088946189621, 96.70294211172587, 121, 88, 47, 'Female', 73.11181590543431, 1.615400168134694, 0.11970028352992614, 33, 28.01736727653154, 99, 'Low Risk'),
(71272, 98, 18, '02:45.9', 36.52584128742096, 98.80729958185623, 125, 86, 86, 'Female', 70.36837995130517, 1.9545631099472254, 0.092997147, 39, 18.419513579150895, 99, 'High Risk'),
(71273, 66, 15, '01:45.9', 36.80220721464848, 98.74053143578553, 129, 82, 27, 'Male', 81.94628103, 1.9803650793957916, 0.067692909, 47, 20.894824582488237, 97.66666666666667, 'Low Risk'),
(71274, 61, 19, '00:45.9', 37.255014741517066, 97.79377252223696, 112, 81, 21, 'Male', 69.89931899017084, 1.8448508763986546, 0.082095261, 31, 20.537634035300925, 91.33333333333333, 'Low Risk'),
(71275, 88, 17, '59:45.9', 36.84794165099902, 96.72027561877631, 128, 76, 28, 'Male', 64.41964577164771, 1.5955895341716504, 0.057052667, 52, 25.303230655158465, 93.33333333333333, 'Low Risk'),
(71276, 82, 16, '58:45.9', 36.881734549225705, 95.62311049488983, 114, 88, 82, 'Female', 62.35463895340514, 1.558791548, 0.077942035, 26, 25.66212902050919, 96.66666666666667, 'Low Risk'),
(71277, 77, 17, '57:45.9', 37.23617012, 98.81451641825556, 136, 73, 48, 'Male', 69.91801184815341, 1.8767443077631731, 0.13212881910646768, 63, 19.85083848704229, 94, 'Low Risk'),
(71278, 99, 17, '56:45.9', 37.170334758791405, 97.10573882, 130, 79, 25, 'Female', 82.74560746633992, 1.5716974088084534, 0.1013911161858517, 51, 33.497089551045555, 96, 'High Risk'),
(71279, 88, 12, '55:45.9', 37.11016611402453, 97.62995762125722, 112, 87, 73, 'Male', 93.54470662206336, 1.9910291259900543, 0.10642664374935194, 25, 23.597391118870128, 95.33333333333333, 'Low Risk'),
(71280, 84, 15, '54:45.9', 36.600802197532936, 95.98640283, 121, 72, 33, 'Male', 64.77233145757513, 1.5243197542927054, 0.12715543567148163, 49, 27.876444050076675, 88.33333333333333, 'Low Risk'),
(71281, 63, 17, '53:45.9', 36.396705027731116, 99.22653663434345, 129, 87, 88, 'Female', 71.68912341392911, 1.730863998036734, 0.076218159, 42, 23.92915598165046, 101, 'Low Risk'),
(71282, 66, 17, '52:45.9', 36.01175700132571, 99.93853030869259, 121, 72, 72, 'Male', 51.51710721073997, 1.7880591337120681, 0.066629133, 49, 16.113419495616455, 88.33333333333333, 'High Risk'),
(71283, 98, 15, '51:45.9', 36.19466125596579, 99.98394225, 133, 87, 71, 'Female', 95.57994369, 1.9307800209445922, 0.08430027, 46, 25.63900563841521, 102.33333333333333, 'High Risk'),
(71284, 90, 17, '50:45.9', 36.51750822400777, 96.85414595416952, 118, 71, 19, 'Male', 81.78566979870561, 1.5642376874245754, 0.10599361691876827, 47, 33.42502373754887, 86.66666666666667, 'High Risk'),
(71285, 98, 19, '49:45.9', 37.24202826267474, 95.74156242359803, 123, 81, 33, 'Female', 78.88975382, 1.7054228440568604, 0.11525554901350496, 42, 27.12416944543636, 95, 'High Risk'),
(71286, 85, 19, '48:45.9', 37.07741598426449, 95.02551555030935, 125, 81, 20, 'Female', 67.31296720992225, 1.7943430498543083, 0.14167419967000985, 44, 20.906810429880174, 95.66666666666667, 'Low Risk'),
(71287, 96, 16, '47:45.9', 36.36901297346969, 95.22612977794068, 136, 79, 79, 'Female', 86.66351724796877, 1.8634609092705385, 0.10999097195559068, 57, 24.957192991554862, 98, 'High Risk'),
(71288, 74, 18, '46:45.9', 36.28818572745046, 99.60247970195137, 116, 86, 57, 'Male', 94.63964757737958, 1.8079936846341527, 0.10781561335423681, 30, 28.95204839837598, 96, 'Low Risk'),
(71289, 95, 18, '45:45.9', 37.19442631095084, 96.81331261835284, 111, 80, 49, 'Male', 55.74702821329787, 1.549719276416163, 0.069763958, 31, 23.21216508252864, 90.33333333333333, 'High Risk'),
(71290, 66, 19, '44:45.9', 36.18611955764084, 97.99657256495587, 138, 80, 87, 'Male', 95.65436591109805, 1.9475102741311883, 0.091778274, 58, 25.220011610433385, 99.33333333333333, 'Low Risk'),
(71291, 66, 14, '43:45.9', 36.16651926871072, 96.74220534182884, 113, 89, 89, 'Male', 72.01812074988061, 1.7862836860456954, 0.071882264, 24, 22.570486532709367, 97, 'Low Risk'),
(71292, 78, 15, '42:45.9', 36.00481843011649, 97.59175604, 132, 79, 51, 'Male', 98.72683646, 1.957507531809863, 0.094024364, 53, 25.76489265976777, 96.66666666666666, 'Low Risk'),
(71293, 83, 16, '41:45.9', 36.05866834, 98.54668902793772, 118, 86, 48, 'Female', 86.32028406589134, 1.7943675548897169, 0.11622487664241822, 32, 26.809582143965056, 96.66666666666667, 'Low Risk'),
(71294, 61, 16, '40:45.9', 36.44683394996094, 95.44385413178463, 123, 76, 57, 'Male', 63.50686336791725, 1.5612872776765399, 0.075581254, 47, 26.052836958272014, 91.66666666666667, 'Low Risk'),
(71295, 92, 17, '39:45.9', 36.15925156698218, 95.59752846483453, 137, 70, 63, 'Female', 82.49937001093224, 1.8607897888409464, 0.1272515018772514, 67, 23.82626697633486, 92.33333333333333, 'High Risk'),
(71296, 77, 19, '38:45.9', 37.201928106548245, 99.76125057157745, 118, 83, 49, 'Male', 50.47072127909916, 1.5438309684954392, 0.11368998053234396, 35, 21.175809164366463, 94.66666666666667, 'Low Risk'),
(71297, 66, 15, '37:45.9', 36.77123805813468, 95.33756748432867, 125, 75, 63, 'Male', 55.799624324500215, 1.539121095112035, 0.06574883, 50, 23.555140213616323, 91.66666666666666, 'Low Risk'),
(71298, 83, 12, '36:45.9', 36.35478915051644, 96.64696201, 126, 79, 88, 'Female', 94.34510923826595, 1.5250293481603752, 0.059662167237121734, 47, 40.566074950743044, 94.66666666666667, 'High Risk'),
(71299, 98, 19, '35:45.9', 36.35846575068996, 98.23610877683664, 111, 77, 61, 'Male', 83.07778260632261, 1.6410462397028565, 0.11907378070162224, 34, 30.849154089131957, 88.33333333333333, 'High Risk'),
(71300, 92, 19, '34:45.9', 37.30087704816009, 96.66353466210067, 120, 75, 53, 'Female', 76.72401848, 1.6592614974860118, 0.12257321706002056, 45, 27.867734859633305, 90, 'High Risk'),
(71301, 95, 12, '33:45.9', 36.31959213267459, 96.97892209, 124, 87, 40, 'Female', 53.362401902085296, 1.8876472210217998, 0.059914828, 37, 14.975926618276564, 99.33333333333333, 'High Risk'),
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(71303, 63, 13, '31:45.9', 36.70733643908807, 96.09770359702439, 112, 84, 49, 'Male', 69.47816925, 1.8111582520919565, 0.098041132, 28, 21.18046879753122, 93.33333333333333, 'Low Risk'),
(71304, 86, 14, '30:45.9', 36.041687929151806, 98.55579276, 117, 88, 39, 'Female', 89.52995025559824, 1.655911618739348, 0.088939681, 29, 32.65081577, 97.66666666666667, 'High Risk'),
(71305, 92, 15, '29:45.9', 37.48992146799225, 99.93800365613302, 117, 78, 48, 'Female', 91.41939671044085, 1.6310128279339553, 0.080322626, 39, 34.36557362015333, 91, 'High Risk'),
(71306, 60, 19, '28:45.9', 36.133368957143816, 98.53530609135346, 129, 74, 89, 'Male', 65.66872604758261, 1.9669141645779997, 0.1251663535091207, 55, 16.97413983, 92.33333333333333, 'High Risk'),
(71307, 69, 16, '27:45.9', 36.74970282247791, 98.25477455, 112, 78, 21, 'Female', 90.00667923879077, 1.7749864523615895, 0.055394633368391434, 34, 28.568316826502983, 89.33333333333333, 'Low Risk'),
(71308, 81, 19, '26:45.9', 37.32939884828271, 97.88192315904318, 111, 82, 89, 'Male', 87.60140656, 1.9494465087209922, 0.12411964376032326, 29, 23.050929020025073, 91.66666666666667, 'Low Risk'),
(71309, 78, 18, '25:45.9', 36.623707882766304, 97.50043976930641, 123, 70, 87, 'Male', 95.65440199474108, 1.801125858, 0.1137518630718926, 53, 29.486066359399846, 87.66666666666666, 'Low Risk'),
(71310, 64, 16, '24:45.9', 37.262355346010864, 99.28819964020049, 130, 80, 49, 'Female', 98.74970902147061, 1.5382214827018275, 0.10953885494462676, 50, 41.73477532059658, 96.66666666666666, 'High Risk'),
(71311, 61, 16, '23:45.9', 36.96281882837274, 97.60980042, 135, 79, 62, 'Male', 86.34039189536998, 1.8223975434328732, 0.088558354, 56, 25.997271693357984, 97.66666666666666, 'Low Risk'),
(71312, 66, 17, '22:45.9', 36.31761093473778, 96.58320185626903, 110, 78, 86, 'Male', 55.898442129796045, 1.5271778295391043, 0.12678400372320298, 32, 23.967375666711057, 88.66666666666667, 'Low Risk'),
(71313, 77, 15, '21:45.9', 36.02882868345765, 99.06015837576567, 135, 71, 26, 'Male', 62.85958193797974, 1.7565034642849424, 0.13296766920527348, 64, 20.373867009551958, 92.33333333333333, 'Low Risk'),
(71314, 98, 13, '20:45.9', 37.448947101969615, 97.08113208786352, 131, 71, 28, 'Male', 87.30852848690034, 1.9023889218771273, 0.055753489774528465, 60, 24.12448506127512, 91, 'High Risk'),
(71315, 85, 16, '19:45.9', 37.47072722936283, 99.92735753558581, 129, 70, 81, 'Male', 71.28768434424981, 1.5194100490908902, 0.057075798, 59, 30.87909181432791, 89.66666666666666, 'High Risk'),
(71316, 91, 14, '18:45.9', 36.294853548465774, 99.13963008846844, 114, 82, 74, 'Female', 80.32048798, 1.6991966690358007, 0.084526162, 32, 27.818841636464903, 92.66666666666667, 'High Risk'),
(71317, 65, 15, '17:45.9', 37.45886679155277, 97.99460509186717, 136, 84, 67, 'Male', 91.96733488777991, 1.7267381110239428, 0.052485960505062615, 52, 30.84470722670552, 101.33333333333333, 'High Risk'),
(71318, 72, 19, '16:45.9', 36.13875890374195, 98.66134770003141, 130, 76, 19, 'Male', 55.47949844929405, 1.6777635511162974, 0.067031419, 54, 19.709291636719843, 94, 'Low Risk'),
(71319, 60, 19, '15:45.9', 36.86779609670867, 95.85174271214281, 113, 80, 28, 'Female', 66.28093372928691, 1.812880735793117, 0.10486066150192014, 33, 20.16741103, 91, 'Low Risk'),
(71320, 80, 17, '14:45.9', 36.60061985017966, 98.03414954, 112, 89, 74, 'Male', 79.97957289920795, 1.7519540241104894, 0.14717628450800696, 23, 26.05755545642623, 96.66666666666667, 'Low Risk'),
(71321, 91, 15, '13:45.9', 37.25942135, 97.18629859631169, 132, 76, 70, 'Male', 58.26029479033018, 1.8915575386459047, 0.085235568, 56, 16.282967828380993, 94.66666666666666, 'High Risk'),
(71322, 69, 18, '12:45.9', 36.28707932066033, 96.26595356238462, 118, 80, 67, 'Male', 67.86912605554166, 1.7667602291285351, 0.085083558, 38, 21.742877945897188, 92.66666666666667, 'Low Risk'),
(71323, 74, 18, '11:45.9', 37.16111062091992, 97.51527388680962, 119, 78, 22, 'Male', 62.20052748553702, 1.7505187989306183, 0.11248573578469673, 41, 20.298339387267145, 91.66666666666667, 'Low Risk'),
(71324, 66, 12, '10:45.9', 36.50190108614947, 95.88184483391555, 125, 80, 63, 'Female', 91.78125624194024, 1.5620367731928353, 0.051569782, 45, 37.615902859640016, 95, 'High Risk'),
(71325, 88, 13, '09:45.9', 36.734772466676766, 98.50240606024066, 115, 72, 56, 'Female', 95.35146246013315, 1.5010691754895997, 0.088553326, 43, 42.31807898948288, 86.33333333333333, 'High Risk'),
(71326, 96, 18, '08:45.9', 37.083756970534495, 96.72840011833573, 137, 75, 38, 'Female', 60.12328119775477, 1.7878968609159678, 0.059507769, 62, 18.80865542, 95.66666666666666, 'High Risk'),
(71327, 85, 15, '07:45.9', 37.33636129750224, 99.89029794649186, 124, 87, 45, 'Male', 89.37078476579704, 1.875165464, 0.097794855, 37, 25.416537134609953, 99.33333333333333, 'Low Risk'),
(71328, 66, 14, '06:45.9', 36.62750690995566, 95.79079663835596, 121, 80, 66, 'Female', 75.32303665601158, 1.8733864816200851, 0.11526535013463574, 41, 21.46214161933848, 93.66666666666667, 'Low Risk'),
(71329, 63, 15, '05:45.9', 37.00551476048713, 95.68825047629595, 127, 73, 71, 'Male', 50.82531435872231, 1.9915947165426404, 0.055214642, 54, 12.81380594080943, 91, 'High Risk'),
(71330, 66, 18, '04:45.9', 36.236521943859415, 96.05218718659519, 111, 70, 59, 'Male', 85.47932532685091, 1.9173326477006911, 0.11259451050250265, 41, 23.252312497662242, 83.66666666666667, 'Low Risk'),
(71331, 67, 16, '03:45.9', 37.397560736922145, 96.29862149905274, 125, 79, 38, 'Female', 64.88825402767641, 1.710181940408812, 0.076831164, 46, 22.186125058362112, 94.33333333333333, 'Low Risk'),
(71332, 86, 18, '02:45.9', 36.62243223321377, 97.73637289988851, 114, 82, 56, 'Female', 90.97986995526554, 1.642527007891109, 0.14710654203767726, 32, 33.72253957668537, 92.66666666666667, 'High Risk'),
(71333, 79, 19, '01:45.9', 36.417646182056636, 98.55175254801861, 139, 83, 84, 'Male', 76.03183502296109, 1.7670394256407556, 0.11255659718905636, 56, 24.350225832049805, 101.66666666666666, 'Low Risk'),
(71334, 87, 17, '00:45.9', 36.515465984047424, 97.88042521028456, 135, 80, 87, 'Male', 52.114143970657864, 1.651337434062533, 0.1364157711120343, 55, 19.111023934891872, 98.33333333333333, 'Low Risk'),
(71335, 67, 17, '59:45.9', 36.28498931, 99.25130474249382, 134, 87, 78, 'Female', 94.03669256, 1.7668519986212368, 0.089663128, 47, 30.122915364819576, 102.66666666666667, 'High Risk'),
(71336, 71, 15, '58:45.9', 36.598338804111755, 95.45691181464547, 132, 74, 89, 'Female', 59.975210843318074, 1.7546925380065148, 0.081484855, 58, 19.479137579563286, 93.33333333333333, 'Low Risk'),
(71337, 86, 15, '57:45.9', 36.393821222689766, 99.21278775109829, 121, 70, 49, 'Male', 59.50461265468178, 1.8646255815104702, 0.079646995, 51, 17.114623755844725, 87, 'High Risk'),
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(71339, 81, 19, '55:45.9', 36.15152163, 95.13171555, 123, 85, 58, 'Female', 51.05846576783139, 1.6021350136765575, 0.1441681393119843, 38, 19.89159174646559, 97.66666666666667, 'Low Risk'),
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INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(71521, 83, 18, '53:45.9', 36.903447485704696, 99.76852596477762, 135, 79, 82, 'Female', 57.99948405969697, 1.6947223527521729, 0.069934036, 56, 20.19421682301269, 97.66666666666666, 'Low Risk'),
(71522, 72, 12, '52:45.9', 36.09842303240407, 99.54146756513896, 137, 84, 49, 'Male', 67.45741764267899, 1.6926099071931067, 0.14841636213942355, 53, 23.545935753945436, 101.66666666666666, 'Low Risk'),
(71523, 81, 12, '51:45.9', 36.031357623990615, 96.95139438, 129, 87, 41, 'Male', 83.28926127223505, 1.5440833125750995, 0.089212239, 42, 34.93393849593058, 101, 'High Risk'),
(71524, 63, 17, '50:45.9', 36.60008567872307, 97.46098578542163, 117, 84, 85, 'Male', 76.05891305623928, 1.7566060011455513, 0.080974152, 33, 24.649118374662137, 95, 'Low Risk'),
(71525, 67, 18, '49:45.9', 36.88950601263092, 99.35918387102816, 131, 76, 28, 'Male', 62.336965319972215, 1.7813414970617818, 0.056061699, 55, 19.644966204139788, 94.33333333333333, 'Low Risk'),
(71526, 67, 14, '48:45.9', 36.68460353945026, 95.54034067362856, 121, 81, 64, 'Female', 75.30718271, 1.5688102067517329, 0.1100312680294813, 40, 30.598179516380856, 94.33333333333333, 'High Risk'),
(71527, 82, 15, '47:45.9', 37.06253272374388, 95.62182365, 124, 77, 46, 'Female', 56.61195788475107, 1.8043068044815858, 0.13215355303740095, 47, 17.389512255777355, 92.66666666666667, 'High Risk'),
(71528, 62, 18, '46:45.9', 37.03791029693858, 95.69595493600521, 125, 74, 75, 'Female', 73.23521577, 1.6043005009032976, 0.12859708957243093, 51, 28.454340699578722, 91, 'Low Risk'),
(71529, 91, 16, '45:45.9', 36.70730448712503, 99.48611836205804, 111, 87, 82, 'Male', 84.22746240631768, 1.7101560449820024, 0.13670522213737624, 24, 28.799320222046305, 95, 'High Risk'),
(71530, 85, 16, '44:45.9', 36.51292474064303, 97.14864377717038, 130, 79, 55, 'Male', 95.92625140972336, 1.8038099785306942, 0.062951223, 51, 29.48192950169998, 96, 'Low Risk'),
(71531, 90, 16, '43:45.9', 36.241125520900496, 98.08118346876434, 110, 85, 27, 'Male', 57.34602747987862, 1.845708477025749, 0.08717908, 25, 16.833604709282984, 93.33333333333333, 'High Risk'),
(71532, 90, 17, '42:45.9', 37.19996451286399, 97.24236523, 117, 78, 84, 'Male', 73.59868181272321, 1.5676557432510727, 0.1064529853299703, 39, 29.948056254446445, 91, 'Low Risk'),
(71533, 70, 15, '41:45.9', 37.23795609714141, 96.02207384710567, 115, 81, 26, 'Male', 84.33205630865254, 1.5530705996982157, 0.051793428, 34, 34.96312905638501, 92.33333333333333, 'High Risk'),
(71534, 78, 19, '40:45.9', 36.03473332798621, 98.92821959009858, 134, 85, 76, 'Male', 67.90369481863223, 1.5215040026985815, 0.06637806, 49, 29.332373581314314, 101.33333333333333, 'Low Risk'),
(71535, 84, 15, '39:45.9', 37.43568407, 99.01607723850405, 139, 81, 76, 'Female', 71.64435799, 1.948447246009397, 0.081179839, 58, 18.871424836246614, 100.33333333333333, 'Low Risk'),
(71536, 85, 16, '38:45.9', 36.03568709360645, 97.58183099830718, 125, 71, 57, 'Male', 73.41443810198473, 1.714243246750918, 0.057643885, 54, 24.98253961016465, 89, 'Low Risk'),
(71537, 90, 12, '37:45.9', 36.34449232885192, 97.88297021452183, 131, 89, 58, 'Male', 68.74281153834288, 1.620037205474191, 0.12530402629424808, 42, 26.192521759359416, 103, 'Low Risk'),
(71538, 85, 17, '36:45.9', 37.415147761948504, 96.34376353259093, 120, 80, 68, 'Male', 99.03899736124089, 1.9127771080798828, 0.077243802, 40, 27.069329836643547, 93.33333333333333, 'Low Risk'),
(71539, 61, 15, '35:45.9', 37.48497762196698, 97.88480495887062, 138, 84, 50, 'Male', 80.2641322, 1.7259297559583346, 0.083804253, 54, 26.944819705789392, 102, 'Low Risk'),
(71540, 75, 18, '34:45.9', 36.723008564925934, 95.51090287541382, 125, 74, 45, 'Female', 87.60640535482472, 1.9926059641863663, 0.07565495, 51, 22.064445060146678, 91, 'Low Risk'),
(71541, 97, 12, '33:45.9', 37.424318943406504, 97.71651009212447, 111, 85, 74, 'Female', 64.02413227440684, 1.9131457913693464, 0.1440162996881934, 26, 17.492326206145005, 93.66666666666667, 'High Risk'),
(71542, 84, 12, '32:45.9', 36.02389730473951, 97.21849160061686, 112, 79, 76, 'Female', 52.92914029332796, 1.9286877253761487, 0.088350786, 33, 14.228889506637183, 90, 'High Risk'),
(71543, 85, 19, '31:45.9', 36.13166238942027, 98.61364116304333, 131, 74, 38, 'Female', 65.44408680687305, 1.6467181416814114, 0.1323409022008311, 57, 24.13414245259274, 93, 'Low Risk'),
(71544, 96, 13, '30:45.9', 37.089626079052934, 96.48659414781633, 111, 72, 87, 'Male', 58.674255232537206, 1.7453291112992666, 0.1476848549228511, 39, 19.261624871407207, 85, 'High Risk'),
(71545, 63, 19, '29:45.9', 37.42373073103042, 97.58845891303598, 124, 82, 65, 'Male', 56.85772357, 1.886330734885719, 0.12089275026434654, 42, 15.979154127289243, 96, 'High Risk'),
(71546, 76, 17, '28:45.9', 36.713794021519895, 96.50470902458663, 133, 71, 54, 'Male', 98.73853202, 1.9396931329548552, 0.14637269591904933, 62, 26.243430793453967, 91.66666666666666, 'Low Risk'),
(71547, 91, 12, '27:45.9', 36.85740432950402, 98.01225802936582, 133, 79, 55, 'Female', 92.71839228760182, 1.6035330921216564, 0.094263698, 54, 36.05869778626721, 97, 'High Risk'),
(71548, 61, 12, '26:45.9', 36.31518265947073, 95.20182275812077, 120, 86, 40, 'Female', 83.45970674901474, 1.8199129558747744, 0.10012908646573287, 34, 25.198554064569795, 97.33333333333333, 'Low Risk'),
(71549, 95, 12, '25:45.9', 36.19796253101528, 95.89123329, 110, 81, 52, 'Male', 76.22881491866168, 1.7373832092250387, 0.14810754577041957, 29, 25.25386927967586, 90.66666666666667, 'High Risk'),
(71550, 77, 12, '24:45.9', 36.36706786421035, 99.31358187662701, 118, 82, 57, 'Male', 70.48713638292767, 1.8359892947322884, 0.076155384, 36, 20.910748470638172, 94, 'Low Risk'),
(71551, 62, 18, '23:45.9', 37.38986468151211, 97.06511049567486, 124, 75, 37, 'Male', 96.00321505606716, 1.7516323942065244, 0.1074432769584455, 49, 31.289587716691265, 91.33333333333333, 'High Risk'),
(71552, 83, 13, '22:45.9', 36.78315475628583, 97.46164168793334, 137, 78, 89, 'Female', 53.33119116685025, 1.5493750792241932, 0.1381378847174481, 59, 22.216116862073925, 97.66666666666666, 'Low Risk'),
(71553, 89, 16, '21:45.9', 36.458467162155124, 97.33926755500997, 127, 70, 23, 'Female', 82.79072160838291, 1.636110420650822, 0.08340185, 57, 30.92832828390519, 89, 'High Risk'),
(71554, 92, 12, '20:45.9', 36.33204214, 96.17243735629107, 111, 71, 67, 'Male', 68.05619945782466, 1.9485872633409187, 0.1424025341839577, 40, 17.923712683901954, 84.33333333333333, 'High Risk'),
(71555, 93, 14, '19:45.9', 36.023807356705994, 99.74034468768603, 113, 87, 69, 'Male', 69.31080762, 1.6981282849596042, 0.054423119, 26, 24.03587670321399, 95.66666666666667, 'High Risk'),
(71556, 61, 15, '18:45.9', 36.29900022487727, 95.86260115478986, 124, 85, 76, 'Male', 98.44575571, 1.5058649030062239, 0.14731995157046543, 39, 43.413517423333694, 98, 'High Risk'),
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(71559, 79, 13, '15:45.9', 36.22376782292423, 96.63943246777121, 113, 71, 63, 'Male', 64.09639208, 1.7018269555411862, 0.089763603, 42, 22.13108915480892, 85, 'Low Risk'),
(71560, 85, 13, '14:45.9', 36.01661362087173, 98.48249122574282, 139, 86, 80, 'Female', 99.28438513971247, 1.6550476667406557, 0.092972627, 53, 36.245987633326344, 103.66666666666666, 'High Risk'),
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(71562, 64, 12, '12:45.9', 36.11022927257651, 96.64504045802101, 134, 83, 89, 'Female', 88.27895542299804, 1.6949870724123035, 0.13131388645850767, 51, 30.72730033, 100, 'High Risk'),
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(71564, 75, 18, '10:45.9', 36.290831095209654, 96.49049479657592, 137, 88, 80, 'Male', 94.81888305027651, 1.6079180229606325, 0.11775099172607663, 49, 36.67473873805796, 104.33333333333333, 'High Risk'),
(71565, 84, 14, '09:45.9', 36.350244757297645, 95.32264676339183, 126, 80, 56, 'Female', 72.39930875930166, 1.5327583356417507, 0.13189371857510973, 46, 30.816764992076163, 95.33333333333333, 'High Risk'),
(71566, 95, 12, '08:45.9', 37.436281642014954, 97.01737014490314, 138, 79, 45, 'Male', 76.52978704657734, 1.9222366525431667, 0.079483568, 59, 20.71175007538861, 98.66666666666666, 'High Risk'),
(71567, 70, 12, '07:45.9', 37.455901823764776, 99.963425, 116, 81, 72, 'Female', 71.67172879174112, 1.7868476029252287, 0.13883323814323628, 35, 22.447751833033646, 92.66666666666667, 'Low Risk'),
(71568, 92, 16, '06:45.9', 36.61677414238367, 99.58662289964397, 120, 75, 23, 'Female', 64.71967450754639, 1.7328983294789122, 0.14220739785436548, 45, 21.552128030210604, 90, 'High Risk'),
(71569, 86, 14, '05:45.9', 36.79514196960432, 99.15554443878307, 137, 71, 88, 'Male', 72.69473545699093, 1.5628447976727413, 0.13103582, 66, 29.76262672580821, 93, 'Low Risk'),
(71570, 88, 17, '04:45.9', 37.31800456925425, 96.95381522990905, 110, 80, 55, 'Female', 52.74199085735555, 1.5677612423663543, 0.11065535624906461, 30, 21.458367142132268, 90, 'Low Risk'),
(71571, 99, 18, '03:45.9', 36.89269691227258, 99.60233647586433, 126, 89, 45, 'Male', 95.80171695863422, 1.6660658526142653, 0.14961795635597475, 37, 34.513497052845715, 101.33333333333333, 'High Risk'),
(71572, 61, 19, '02:45.9', 36.26408609124897, 97.61086565804186, 113, 83, 23, 'Female', 91.91459263043335, 1.6136579430277507, 0.11642211160843938, 30, 35.298927200083206, 93, 'High Risk'),
(71573, 80, 12, '01:45.9', 36.75941770435384, 95.78755436539609, 137, 85, 76, 'Female', 57.37065042166545, 1.7217184705502746, 0.10705615540219737, 52, 19.35376647103698, 102.33333333333333, 'Low Risk'),
(71574, 66, 19, '00:45.9', 36.536232929140546, 99.59098843603667, 133, 78, 55, 'Female', 95.35518934314274, 1.6531206892036836, 0.11850895520556409, 55, 34.892750931269475, 96.33333333333333, 'High Risk'),
(71575, 75, 13, '59:45.9', 36.807485923174866, 97.38115328106804, 117, 81, 34, 'Male', 95.44527648375566, 1.5857837101321732, 0.090030191, 36, 37.954785013165925, 93, 'High Risk'),
(71576, 92, 19, '58:45.9', 37.01642918251976, 95.48404667237574, 116, 88, 56, 'Male', 79.39202392565758, 1.5308845212463933, 0.09450761, 28, 33.87599106253597, 97.33333333333333, 'High Risk'),
(71577, 61, 12, '57:45.9', 37.28071069786926, 99.70920017997074, 116, 70, 63, 'Female', 57.139206260214024, 1.5199354045012086, 0.099443846, 46, 24.733406797060468, 85.33333333333333, 'Low Risk'),
(71578, 65, 19, '56:45.9', 37.39612224687728, 99.19222550047667, 111, 77, 51, 'Male', 94.66185713973589, 1.5323786108714585, 0.10881667526850596, 34, 40.31279013600172, 88.33333333333333, 'High Risk'),
(71579, 93, 15, '55:45.9', 36.03485674897618, 96.24285549424802, 135, 88, 33, 'Male', 93.61802355185924, 1.870138829, 0.10969286574512724, 47, 26.76774418600549, 103.66666666666667, 'High Risk'),
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(71581, 78, 13, '53:45.9', 36.85360227260602, 97.48675622226702, 124, 78, 85, 'Female', 54.62193917398693, 1.9947810689684358, 0.1419861597509784, 46, 13.727031753869863, 93.33333333333333, 'High Risk'),
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(71584, 89, 14, '50:45.9', 36.76395052206775, 98.55603033742129, 132, 76, 53, 'Male', 97.09517091614357, 1.7498929582202662, 0.062863955, 56, 31.708424487998165, 94.66666666666666, 'High Risk'),
(71585, 90, 16, '49:45.9', 36.680451167187144, 99.68678718629099, 136, 84, 80, 'Female', 59.36142222623238, 1.9365666459283537, 0.10928702939032192, 52, 15.828486944861362, 101.33333333333333, 'High Risk'),
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(71589, 60, 18, '45:45.9', 37.38750429538866, 96.46310761968492, 135, 80, 78, 'Male', 53.928237799494575, 1.9252304666074196, 0.1178370001720554, 55, 14.549590750990507, 98.33333333333333, 'High Risk'),
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(71591, 62, 16, '43:45.9', 37.41524235, 98.38523733346096, 120, 89, 31, 'Female', 77.69560167527725, 1.9057375282007514, 0.09679926, 31, 21.39292958, 99.33333333333333, 'Low Risk'),
(71592, 96, 14, '42:45.9', 36.9722565, 96.64077582346091, 137, 73, 48, 'Male', 72.81771061, 1.9140141829801327, 0.1058486123344761, 64, 19.876811420363598, 94.33333333333333, 'High Risk'),
(71593, 97, 19, '41:45.9', 36.054292699391844, 95.96867443692123, 127, 86, 43, 'Male', 97.12634174589397, 1.9055751399446939, 0.064193956, 41, 26.747603371302553, 99.66666666666667, 'High Risk'),
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INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(71782, 63, 16, '32:45.9', 37.40534805899468, 98.48150591, 131, 75, 46, 'Male', 58.48680414389211, 1.515349760676301, 0.121549208, 56, 25.470186306444017, 93.66666666666666, 'Low Risk'),
(71783, 92, 15, '31:45.9', 37.08357678767366, 99.27295885872874, 129, 76, 53, 'Male', 67.06946558494546, 1.673789506, 0.10788115835246576, 53, 23.93994589893204, 93.66666666666666, 'High Risk'),
(71784, 91, 15, '30:45.9', 36.30413988491356, 96.52541937998696, 114, 85, 68, 'Female', 92.05017800686954, 1.9446285871680586, 0.0777778, 29, 24.341722158790805, 94.66666666666667, 'High Risk'),
(71785, 68, 17, '29:45.9', 37.199925055335854, 97.68089267481942, 123, 86, 71, 'Male', 52.502743217690785, 1.9189777180393452, 0.13678873224800805, 37, 14.257459002673285, 98.33333333333333, 'High Risk'),
(71786, 84, 13, '28:45.9', 37.46249131185571, 97.08633816092387, 127, 80, 69, 'Male', 74.74534417301291, 1.8165067052633095, 0.10737604631770617, 47, 22.652186852710273, 95.66666666666667, 'Low Risk'),
(71787, 65, 18, '27:45.9', 36.741669728527434, 95.09780394926874, 110, 75, 34, 'Male', 61.93582284, 1.6529110718335212, 0.054823619245385515, 35, 22.669551825797026, 86.66666666666667, 'Low Risk'),
(71788, 66, 18, '26:45.9', 36.04470417450991, 98.85964526, 133, 83, 22, 'Male', 53.42585234718945, 1.7590019921847984, 0.056897438783920555, 50, 17.267075855710985, 99.66666666666666, 'High Risk'),
(71789, 60, 13, '25:45.9', 36.55508718636049, 98.34819836964826, 118, 75, 27, 'Female', 97.52787299976728, 1.709363375584084, 0.083380473, 43, 33.377973341576855, 89.33333333333333, 'High Risk'),
(71790, 91, 13, '24:45.9', 36.832250417065296, 99.35676972, 115, 83, 81, 'Male', 67.29583257565719, 1.705878123152435, 0.14729866968733646, 32, 23.125555363890705, 93.66666666666667, 'High Risk'),
(71791, 83, 16, '23:45.9', 37.09005301666184, 99.33461090154503, 117, 86, 72, 'Male', 70.29796039048753, 1.7909337253425446, 0.089817904, 31, 21.917130577969484, 96.33333333333333, 'Low Risk'),
(71792, 95, 16, '22:45.9', 36.46596584861363, 96.92355359, 132, 88, 64, 'Male', 75.69138166121974, 1.5500733586180904, 0.12292022952155578, 44, 31.50227575654544, 102.66666666666667, 'High Risk'),
(71793, 78, 14, '21:45.9', 36.87443135667707, 96.42471445, 111, 89, 65, 'Male', 80.24750769006067, 1.7151704302051223, 0.10848655951594724, 22, 27.27828053971134, 96.33333333333333, 'Low Risk'),
(71794, 65, 15, '20:45.9', 36.706753470920674, 96.99441638488383, 127, 70, 21, 'Female', 68.32533806282909, 1.7048016223685276, 0.11628424630304364, 57, 23.50899638459432, 89, 'Low Risk'),
(71795, 91, 18, '19:45.9', 37.170677604390434, 98.93960299046017, 120, 82, 27, 'Female', 81.46205697394109, 1.5787305899355248, 0.087225687, 38, 32.684310226812414, 94.66666666666667, 'High Risk'),
(71796, 89, 17, '18:45.9', 36.77189907, 99.60675101587121, 133, 77, 73, 'Male', 60.162302547026826, 1.5965898095106683, 0.084611188, 56, 23.601398799706452, 95.66666666666666, 'Low Risk'),
(71797, 67, 16, '17:45.9', 37.05976407308879, 95.01831509704107, 110, 84, 41, 'Female', 54.50809396708125, 1.806220178460141, 0.11627324754473164, 26, 16.707813407272013, 92.66666666666667, 'High Risk'),
(71798, 73, 16, '16:45.9', 36.748328851647784, 99.19522030735236, 136, 79, 55, 'Male', 68.4225018, 1.5891005402397922, 0.085779286, 57, 27.09543945043257, 98, 'Low Risk'),
(71799, 76, 14, '15:45.9', 37.126421436038136, 97.60863049839436, 119, 74, 59, 'Male', 78.07563953422164, 1.882051891, 0.059677948, 45, 22.042069298221453, 89, 'Low Risk'),
(71800, 73, 18, '14:45.9', 36.37941983852792, 99.24179739, 130, 85, 35, 'Female', 73.80506840541824, 1.5742195893495234, 0.14607167958620282, 45, 29.782116786078234, 100, 'Low Risk'),
(71801, 82, 17, '13:45.9', 36.96880635556802, 98.77033227689306, 139, 80, 46, 'Female', 94.059526, 1.5099113714177053, 0.098332037, 59, 41.25721175023067, 99.66666666666666, 'High Risk'),
(71802, 76, 15, '12:45.9', 36.857435045424815, 99.18115768991305, 112, 73, 47, 'Female', 53.971137524620694, 1.8939092165959819, 0.072333175, 39, 15.046769099367152, 86, 'High Risk'),
(71803, 65, 16, '11:45.9', 36.18188052271517, 95.57190124319648, 132, 81, 19, 'Male', 95.03294943217884, 1.621600672638583, 0.096792206, 51, 36.13985256793434, 98, 'High Risk'),
(71804, 91, 12, '10:45.9', 36.41511297624246, 95.08928510349902, 110, 80, 43, 'Male', 85.42739597028091, 1.9050427288005278, 0.11831401991711707, 30, 23.538984674278037, 90, 'High Risk'),
(71805, 85, 15, '09:45.9', 37.145828971379586, 95.15361292243404, 132, 80, 25, 'Male', 54.72810888092643, 1.5069640504956534, 0.050351132, 52, 24.099312720174815, 97.33333333333333, 'Low Risk'),
(71806, 66, 18, '08:45.9', 36.01188191068155, 99.49570145776457, 129, 75, 34, 'Female', 79.6584282, 1.5240425588027626, 0.13691194883105756, 54, 34.29553192044465, 93, 'High Risk'),
(71807, 93, 14, '07:45.9', 37.191701780342804, 96.33622558905074, 125, 75, 29, 'Female', 72.34660356889623, 1.678801778518995, 0.10883450925644877, 50, 25.6696121, 91.66666666666666, 'High Risk'),
(71808, 72, 13, '06:45.9', 36.269658787949766, 98.43730972237537, 125, 85, 34, 'Female', 80.27673851981947, 1.9761495083311265, 0.064861278, 40, 20.556544957350095, 98.33333333333333, 'Low Risk'),
(71809, 98, 15, '05:45.9', 36.202104679434505, 98.69409488903533, 114, 81, 20, 'Male', 83.24617369102029, 1.5016384417497304, 0.066209122, 33, 36.91760557653191, 92, 'High Risk'),
(71810, 69, 16, '04:45.9', 36.515124116935915, 95.55744858431729, 135, 87, 81, 'Female', 80.82044780165461, 1.9701668885877348, 0.11080239231696806, 48, 20.821653773595635, 103, 'Low Risk'),
(71811, 93, 19, '03:45.9', 37.055787945694426, 99.02623153945129, 126, 80, 48, 'Male', 60.36751931014339, 1.5247090560993444, 0.13765287149092492, 46, 25.967453945791554, 95.33333333333333, 'High Risk'),
(71812, 84, 14, '02:45.9', 36.238447680024734, 98.31843072500178, 110, 79, 78, 'Male', 99.02149817851551, 1.7524683229560887, 0.094636227, 31, 32.242532016422096, 89.33333333333333, 'High Risk'),
(71813, 70, 16, '01:45.9', 36.35869653310611, 96.50521237207225, 128, 85, 20, 'Male', 62.71799820580279, 1.623677236568325, 0.088467893, 43, 23.78990918883145, 99.33333333333333, 'Low Risk'),
(71814, 79, 13, '00:45.9', 36.83490001, 95.49960487508442, 118, 77, 24, 'Male', 67.28231546833672, 1.7024223603044952, 0.06853973, 41, 23.21487231, 90.66666666666667, 'Low Risk'),
(71815, 80, 18, '59:45.9', 37.043567515442184, 97.92356448, 113, 76, 60, 'Male', 97.16765113446522, 1.844789185499236, 0.1357140818524057, 37, 28.551453117470153, 88.33333333333333, 'Low Risk'),
(71816, 79, 17, '58:45.9', 36.70362065651189, 97.97603925, 126, 86, 28, 'Female', 74.0360691, 1.8400463457274885, 0.069388932, 40, 21.86682998956927, 99.33333333333333, 'Low Risk'),
(71817, 91, 18, '57:45.9', 36.79590495, 97.17266005319448, 138, 75, 32, 'Female', 99.51296299105903, 1.706022662340203, 0.089788085, 63, 34.19086322545731, 96, 'High Risk'),
(71818, 86, 13, '56:45.9', 36.58547311043991, 96.72245505735282, 130, 80, 52, 'Female', 87.98244398659291, 1.5529049960360615, 0.13764502682651192, 50, 36.48431925354424, 96.66666666666666, 'High Risk'),
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(71820, 92, 13, '54:45.9', 37.15618304407135, 97.88920173999013, 128, 79, 38, 'Female', 95.92245423, 1.6005083149447439, 0.11130542580342079, 49, 37.44591201, 95.33333333333333, 'High Risk'),
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(71822, 65, 19, '52:45.9', 37.094929991218514, 96.84636000924938, 132, 85, 55, 'Female', 70.99142850059192, 1.5209287422689635, 0.12804743385786077, 47, 30.689384670050195, 100.66666666666667, 'High Risk'),
(71823, 68, 18, '51:45.9', 36.61320770223273, 99.19022083085767, 131, 85, 70, 'Male', 76.68507370425463, 1.6608794633490451, 0.13571084846043557, 46, 27.799347930522995, 100.33333333333333, 'Low Risk'),
(71824, 90, 12, '50:45.9', 37.06990872932581, 95.87806813, 124, 70, 51, 'Male', 97.76395702241793, 1.5951310512040426, 0.11452579502476976, 54, 38.422536607438516, 88, 'High Risk'),
(71825, 97, 13, '49:45.9', 37.44848352089542, 99.16188955, 126, 74, 41, 'Female', 72.47988013520265, 1.562241330818655, 0.055205035717932276, 52, 29.697590859419826, 91.33333333333333, 'High Risk'),
(71826, 85, 17, '48:45.9', 36.808443299169724, 99.18677829258425, 130, 81, 32, 'Female', 84.90765114204027, 1.9349320809048602, 0.081654028, 49, 22.678554847858027, 97.33333333333333, 'Low Risk'),
(71827, 96, 17, '47:45.9', 36.21437333421846, 96.52129251628892, 116, 72, 34, 'Male', 59.548246338592335, 1.7158609804643912, 0.13977581425896168, 44, 20.22575675, 86.66666666666667, 'High Risk'),
(71828, 75, 19, '46:45.9', 37.49727794919265, 96.25076660725414, 112, 71, 29, 'Male', 93.76181293587923, 1.7961434816158144, 0.097646531, 41, 29.063234295257345, 84.66666666666667, 'Low Risk'),
(71829, 72, 15, '45:45.9', 36.15195538, 97.69869459836207, 120, 78, 27, 'Female', 61.61461680922352, 1.6905983865425969, 0.053289705, 42, 21.557721226921295, 92, 'Low Risk'),
(71830, 78, 19, '44:45.9', 36.23415234997137, 99.94041464766623, 118, 87, 50, 'Female', 79.82027394592812, 1.9346113799589908, 0.10646338816218778, 31, 21.32680204122961, 97.33333333333333, 'Low Risk'),
(71831, 79, 15, '43:45.9', 36.61722588611394, 96.62219547369483, 112, 84, 61, 'Female', 70.2098604, 1.533523173519073, 0.061768856, 28, 29.85502390778383, 93.33333333333333, 'Low Risk'),
(71832, 85, 18, '42:45.9', 37.040565048175544, 97.37414368566132, 137, 86, 78, 'Male', 51.481766933130906, 1.672293642971422, 0.086326129, 51, 18.408922375421078, 103, 'High Risk'),
(71833, 64, 16, '41:45.9', 37.385802820551326, 98.00905859465071, 127, 87, 27, 'Female', 80.64002761, 1.9250868589425345, 0.095802779, 40, 21.759554974295824, 100.33333333333333, 'Low Risk'),
(71834, 72, 12, '40:45.9', 36.303695993390996, 98.70064830362469, 117, 81, 34, 'Female', 58.679525238498684, 1.5803370746612069, 0.10687631439589002, 36, 23.495632133095206, 93, 'Low Risk'),
(71835, 64, 13, '39:45.9', 36.20193526505297, 95.15411183199824, 139, 88, 78, 'Female', 59.87517676021058, 1.5460514240696224, 0.13918692871919788, 51, 25.04949288815199, 105, 'Low Risk'),
(71836, 87, 13, '38:45.9', 37.160916161133684, 98.67661040664751, 130, 89, 32, 'Male', 63.775520520320654, 1.9826442340766073, 0.12274695901485284, 41, 16.224242508164636, 102.66666666666667, 'High Risk'),
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(71838, 77, 16, '36:45.9', 36.87799954625144, 98.95631667472077, 119, 85, 81, 'Male', 90.19479803501585, 1.609011581, 0.10809506121664346, 34, 34.838797008108656, 96.33333333333333, 'High Risk'),
(71839, 82, 19, '35:45.9', 37.11555699820488, 97.07654893684231, 133, 85, 26, 'Male', 63.874692871399894, 1.971463055158393, 0.081938707, 48, 16.43431243506879, 101, 'High Risk'),
(71840, 97, 13, '34:45.9', 36.35141273551507, 98.26664918084619, 130, 79, 37, 'Male', 71.72145433733712, 1.8518789234453228, 0.1448797272606857, 51, 20.91336462954442, 96, 'High Risk'),
(71841, 95, 13, '33:45.9', 36.34478752241218, 97.81542463, 121, 74, 36, 'Male', 79.92076742882854, 1.778236055084006, 0.072190177, 47, 25.27439812129433, 89.66666666666667, 'High Risk'),
(71842, 86, 14, '32:45.9', 36.24890429187169, 99.11968206800523, 133, 87, 79, 'Female', 95.10751105955136, 1.9859351624353998, 0.11037516987405988, 46, 24.11485670923384, 102.33333333333333, 'Low Risk'),
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(71846, 60, 14, '28:45.9', 37.36577332529828, 95.73255353120508, 136, 82, 85, 'Male', 58.00691432556411, 1.891622667522397, 0.051168645085136494, 54, 16.211035045833814, 100, 'High Risk'),
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(71850, 68, 18, '24:45.9', 36.43238128, 98.35704186593372, 121, 72, 71, 'Female', 58.99228726144029, 1.5169140117355673, 0.076860341, 49, 25.637360436553692, 88.33333333333333, 'Low Risk'),
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INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(72041, 87, 14, '13:45.9', 36.79898959068095, 96.35288142791647, 117, 75, 37, 'Female', 56.85819249191122, 1.556779534193868, 0.098598465, 42, 23.460584188618803, 89, 'Low Risk'),
(72042, 83, 15, '12:45.9', 36.374354084406875, 97.17933036541795, 114, 76, 49, 'Female', 83.75699650338768, 1.576197604334075, 0.11727262845788196, 38, 33.71318387, 88.66666666666667, 'High Risk'),
(72043, 91, 18, '11:45.9', 36.21890621879143, 95.00015447057676, 121, 75, 35, 'Male', 95.87473809380292, 1.6139854025392666, 0.094039767, 46, 36.80484436537685, 90.33333333333333, 'High Risk'),
(72044, 78, 13, '10:45.9', 36.372378313361125, 96.54371479012048, 113, 76, 54, 'Female', 84.97007527100632, 1.6916196013055373, 0.081324364, 37, 29.693444896717274, 88.33333333333333, 'Low Risk'),
(72045, 81, 16, '09:45.9', 36.972186537062555, 95.34803031384186, 138, 74, 70, 'Female', 61.244000520219146, 1.5318013864123927, 0.1286113164397253, 64, 26.10108944843879, 95.33333333333333, 'Low Risk'),
(72046, 81, 16, '08:45.9', 36.06709914678529, 95.10960288760258, 135, 70, 26, 'Male', 56.250242573593376, 1.506281879928434, 0.08625367, 65, 24.79201900922592, 91.66666666666666, 'Low Risk'),
(72047, 87, 19, '07:45.9', 37.41267934063689, 95.00336242631359, 133, 86, 75, 'Male', 52.509886353037125, 1.7619719607275566, 0.077792522, 47, 16.913874056521255, 101.66666666666667, 'High Risk'),
(72048, 79, 18, '06:45.9', 36.70441545855383, 96.01990263565186, 136, 88, 70, 'Male', 65.36669375534052, 1.6833376368771882, 0.09466827, 48, 23.06821824366344, 104, 'Low Risk'),
(72049, 77, 14, '05:45.9', 36.47244161408557, 97.51917559839805, 118, 84, 45, 'Female', 56.84657941190672, 1.5282995879097823, 0.10780410115571534, 34, 24.338137777606555, 95.33333333333333, 'Low Risk'),
(72050, 63, 19, '04:45.9', 36.36805012318773, 95.35471387821907, 124, 74, 66, 'Male', 75.29864892324575, 1.599900247, 0.056261039, 50, 29.417202702763472, 90.66666666666666, 'Low Risk'),
(72051, 75, 17, '03:45.9', 37.057572174204054, 98.37490094453527, 133, 75, 32, 'Female', 75.48371774109064, 1.7415650130422977, 0.13164428080707985, 58, 24.887077439330724, 94.33333333333333, 'Low Risk'),
(72052, 86, 13, '02:45.9', 37.48067249, 95.80672427, 117, 71, 77, 'Male', 83.82608282119836, 1.8402277454708194, 0.13906370144610258, 46, 24.753466320495214, 86.33333333333333, 'Low Risk'),
(72053, 70, 17, '01:45.9', 37.41211704132004, 99.98599589236456, 111, 75, 26, 'Male', 90.16413517264284, 1.7092252609874201, 0.14556846611982258, 36, 30.862792288808425, 87, 'High Risk'),
(72054, 77, 18, '00:45.9', 37.39518221894997, 99.10725993340135, 138, 75, 70, 'Male', 63.83546355644805, 1.699741675740138, 0.11911987219827334, 63, 22.095110128757742, 96, 'Low Risk'),
(72055, 62, 19, '59:45.9', 36.50418109108329, 99.75687857027738, 138, 80, 40, 'Male', 69.67020063088268, 1.5342289648420322, 0.13338269158824745, 58, 29.59829579421507, 99.33333333333333, 'Low Risk'),
(72056, 68, 13, '58:45.9', 36.14364700060882, 97.07700446859036, 127, 84, 60, 'Female', 52.14973134, 1.602263011812083, 0.14982714187042045, 43, 20.31348609411014, 98.33333333333333, 'Low Risk'),
(72057, 71, 12, '57:45.9', 37.19830910340099, 95.50265796521691, 139, 76, 55, 'Female', 94.96555917363885, 1.7761908487906979, 0.12925225300171397, 63, 30.10141237622041, 97, 'High Risk'),
(72058, 88, 17, '56:45.9', 37.229703125824365, 96.26383839272387, 114, 73, 80, 'Female', 53.12414279528827, 1.751813755574138, 0.13736587909330344, 41, 17.31075743939101, 86.66666666666667, 'High Risk'),
(72059, 68, 12, '55:45.9', 36.736162876960954, 99.59980224082202, 114, 75, 54, 'Male', 74.35851929143516, 1.7436746103872407, 0.075330735, 39, 24.456812012134918, 88, 'Low Risk'),
(72060, 61, 18, '54:45.9', 36.40125687408432, 98.67649201809492, 131, 74, 66, 'Male', 58.88177163417279, 1.7243655981142454, 0.10773680382908922, 57, 19.80259788887563, 93, 'Low Risk'),
(72061, 91, 15, '53:45.9', 36.37754268150668, 99.85707943544186, 131, 79, 68, 'Female', 68.05039775976189, 1.5165541778394802, 0.073532424, 52, 29.587945389238058, 96.33333333333333, 'High Risk'),
(72062, 77, 15, '52:45.9', 36.02308566256715, 98.39544721448591, 128, 71, 32, 'Female', 69.90973333633676, 1.9011591117087003, 0.12285665483961963, 57, 19.341970424639968, 90, 'Low Risk'),
(72063, 82, 19, '51:45.9', 36.85720164847879, 98.51047008408239, 118, 81, 86, 'Female', 80.49910475895011, 1.785238688921878, 0.068450915, 37, 25.25797158, 93.33333333333333, 'Low Risk'),
(72064, 98, 18, '50:45.9', 36.28882539, 96.70747294380661, 110, 89, 45, 'Female', 62.77913036594202, 1.5118544712290742, 0.065313971, 21, 27.46599382691445, 96, 'High Risk'),
(72065, 64, 15, '49:45.9', 36.083470376325714, 98.98333949114858, 115, 76, 55, 'Female', 92.76646273195864, 1.963687410739963, 0.058126837260255776, 39, 24.057266829174488, 89, 'Low Risk'),
(72066, 91, 19, '48:45.9', 36.78937392672745, 97.91331499061823, 121, 76, 43, 'Male', 59.64869208188775, 1.6527107717334097, 0.14381030867141112, 45, 21.837715814538402, 91, 'High Risk'),
(72067, 78, 17, '47:45.9', 36.286325890748344, 99.27667805705819, 112, 76, 68, 'Male', 63.195206668899104, 1.799197971995108, 0.054726818, 36, 19.52208649618517, 88, 'Low Risk'),
(72068, 96, 13, '46:45.9', 37.02081508626915, 96.24246992140412, 131, 71, 29, 'Male', 81.90137971, 1.7364421442703966, 0.099586587, 60, 27.162552720821495, 91, 'High Risk'),
(72069, 97, 14, '45:45.9', 36.04788078753112, 98.25220777021319, 114, 76, 31, 'Female', 86.83045894562818, 1.9524954637833303, 0.089967392, 38, 22.776764392761017, 88.66666666666667, 'High Risk'),
(72070, 96, 12, '44:45.9', 36.47740306283509, 97.45565327, 138, 80, 45, 'Female', 78.16632762466887, 1.6866209329800348, 0.11189055093593961, 58, 27.477975776049515, 99.33333333333333, 'High Risk'),
(72071, 88, 18, '43:45.9', 37.44974347113293, 97.5627281, 118, 74, 81, 'Male', 83.25117084652084, 1.9839555909930735, 0.11974730082353759, 44, 21.150783355761718, 88.66666666666667, 'Low Risk'),
(72072, 97, 19, '42:45.9', 37.21235535402898, 96.96432541606215, 136, 77, 45, 'Male', 88.96006035077437, 1.996090899260328, 0.058207984, 59, 22.327209101403263, 96.66666666666666, 'High Risk'),
(72073, 70, 17, '41:45.9', 36.380208318928375, 96.77665706673473, 129, 85, 28, 'Female', 86.68499972939449, 1.7055103661775197, 0.13268575787031386, 44, 29.80130109385269, 99.66666666666667, 'Low Risk'),
(72074, 70, 17, '40:45.9', 36.88956864, 95.02129117837048, 118, 74, 81, 'Female', 81.47547529763378, 1.651779923575324, 0.1158249282977972, 44, 29.862250637744566, 88.66666666666667, 'Low Risk'),
(72075, 98, 14, '39:45.9', 36.96338174192988, 98.70540627, 116, 78, 32, 'Male', 55.09416077948346, 1.5276325131332162, 0.074590595, 38, 23.60846692488296, 90.66666666666667, 'High Risk'),
(72076, 63, 17, '38:45.9', 36.69410269060279, 97.89726022017429, 120, 89, 62, 'Female', 59.52353530926681, 1.519443572477181, 0.054020421, 31, 25.78217577037945, 99.33333333333333, 'Low Risk'),
(72077, 78, 12, '37:45.9', 37.27787729319313, 98.56804990555007, 130, 82, 58, 'Male', 67.83088941155945, 1.832945885521019, 0.086145619, 48, 20.189623718011667, 98, 'Low Risk'),
(72078, 84, 14, '36:45.9', 36.56881499311175, 96.01900831775465, 135, 84, 38, 'Female', 93.24634517966473, 1.5718918210282764, 0.1395686971547048, 51, 37.738663009950706, 101, 'High Risk'),
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(72080, 73, 14, '34:45.9', 36.73332559, 95.10635534266498, 122, 89, 29, 'Female', 87.62467941800236, 1.6676346208465591, 0.051641914478875756, 33, 31.50827568226583, 100, 'High Risk'),
(72081, 88, 16, '33:45.9', 36.85672106737469, 95.25303688250408, 129, 76, 82, 'Female', 84.65488421502883, 1.744156653747775, 0.12834707426140038, 53, 27.82793894797879, 93.66666666666666, 'Low Risk'),
(72082, 62, 17, '32:45.9', 36.18380273090185, 98.30328707, 134, 88, 22, 'Male', 52.58236681, 1.7807303910884125, 0.12460659597675532, 46, 16.58226262089784, 103.33333333333333, 'High Risk'),
(72083, 90, 14, '31:45.9', 37.37055845769204, 95.34736172, 112, 82, 61, 'Male', 89.17274007638787, 1.8680428514046756, 0.12711809463585347, 30, 25.553973670452578, 92, 'Low Risk'),
(72084, 97, 12, '30:45.9', 36.66553619266988, 98.53699317594226, 135, 72, 73, 'Female', 52.941238710718416, 1.5576086944741112, 0.11812410522313861, 63, 21.821136861474958, 93, 'High Risk'),
(72085, 74, 17, '29:45.9', 37.065893206840954, 97.55235299675151, 136, 80, 73, 'Male', 79.34190851257459, 1.9143027497391536, 0.068261331, 56, 21.651171323732093, 98.66666666666666, 'Low Risk'),
(72086, 69, 16, '28:45.9', 36.461033166992124, 97.89080098544198, 110, 83, 40, 'Female', 63.561371404723474, 1.834946585556387, 0.095825541, 27, 18.877583750012562, 92, 'Low Risk'),
(72087, 61, 14, '27:45.9', 36.568748225750355, 98.146067, 133, 74, 63, 'Male', 90.06157685122511, 1.6273604794798984, 0.12090307865450804, 59, 34.00728935914133, 93.66666666666666, 'High Risk'),
(72088, 68, 12, '26:45.9', 36.20713387644139, 96.84425354725569, 137, 77, 60, 'Male', 60.180063215031495, 1.5569961648401514, 0.1175080610206632, 60, 24.82433103361122, 97, 'Low Risk'),
(72089, 98, 19, '25:45.9', 37.48393161388002, 95.67031534, 115, 88, 49, 'Female', 93.15290756086688, 1.9746425941480397, 0.1191211493692989, 27, 23.890179533931445, 97, 'High Risk'),
(72090, 89, 14, '24:45.9', 36.28095777423013, 99.36379686, 130, 89, 77, 'Female', 51.88118848328972, 1.6632530782555648, 0.057027979, 41, 18.75397118882579, 102.66666666666667, 'Low Risk'),
(72091, 84, 12, '23:45.9', 36.88736256, 97.59484849011992, 136, 79, 19, 'Male', 94.75445275448418, 1.6813238379588333, 0.061084307787162576, 57, 33.51945021719231, 98, 'High Risk'),
(72092, 85, 19, '22:45.9', 36.04677472914899, 98.55103072930268, 119, 76, 20, 'Male', 57.33134057201434, 1.9281886822582417, 0.066692004, 43, 15.420307642209988, 90.33333333333333, 'High Risk'),
(72093, 74, 14, '21:45.9', 36.80565853449979, 95.12041207643236, 133, 74, 64, 'Male', 83.47735353552878, 1.8309217205057435, 0.13100839072323575, 59, 24.901706991763284, 93.66666666666666, 'Low Risk'),
(72094, 90, 12, '20:45.9', 36.35334225423139, 96.98304789269582, 127, 76, 82, 'Male', 57.70818525393898, 1.9118724716152793, 0.11975294639983071, 51, 15.787725884103857, 93, 'High Risk'),
(72095, 97, 13, '19:45.9', 36.525161695242446, 98.96778101585315, 121, 83, 65, 'Male', 61.69300802, 1.5910259771236186, 0.068481063, 38, 24.371452033643166, 95.66666666666667, 'High Risk'),
(72096, 71, 15, '18:45.9', 37.28058627193165, 98.96278981783304, 128, 81, 57, 'Female', 80.67370090962542, 1.7285902488076441, 0.09061139, 47, 26.999011455899712, 96.66666666666667, 'Low Risk'),
(72097, 80, 17, '17:45.9', 36.11387152540321, 99.62268779120853, 120, 75, 87, 'Female', 98.94849272393769, 1.5649277202316019, 0.067461802, 45, 40.40365146534903, 90, 'High Risk'),
(72098, 83, 15, '16:45.9', 37.01226644848136, 99.14690841929742, 115, 87, 28, 'Female', 58.138618268730966, 1.7719129991587015, 0.1239424741241504, 28, 18.51739614453427, 96.33333333333333, 'Low Risk'),
(72099, 63, 19, '15:45.9', 36.866928481791874, 97.25821154720443, 133, 73, 57, 'Male', 61.00732043878919, 1.5287383038765237, 0.1071429498645152, 60, 26.104516614937307, 93, 'Low Risk'),
(72100, 83, 15, '14:45.9', 36.38021555, 95.37527939083317, 118, 77, 78, 'Male', 54.59471035846693, 1.7221208477544223, 0.087668859, 41, 18.40870837037645, 90.66666666666667, 'High Risk'),
(72101, 64, 18, '13:45.9', 37.19747772790336, 96.08729608150651, 126, 77, 67, 'Female', 99.11605235671733, 1.9173179927694193, 0.11838349841721042, 49, 26.962223270309288, 93.33333333333333, 'Low Risk'),
(72102, 80, 13, '12:45.9', 37.12466756826442, 97.78881692902108, 122, 82, 42, 'Male', 94.97820458598306, 1.5857683474456088, 0.063494964, 40, 37.76978093, 95.33333333333333, 'High Risk'),
(72103, 68, 13, '11:45.9', 36.601400746163414, 96.99599489806546, 136, 80, 27, 'Male', 84.48202986759946, 1.7224070041884842, 0.078129089, 56, 28.476904213929068, 98.66666666666666, 'Low Risk'),
(72104, 94, 12, '10:45.9', 36.58343164232219, 97.30297521665047, 110, 74, 50, 'Male', 69.55335095938163, 1.6490389403107366, 0.08012487, 36, 25.577390616031586, 86, 'High Risk'),
(72105, 73, 14, '09:45.9', 37.45825790585245, 98.03355995563815, 116, 82, 81, 'Female', 80.00372590919504, 1.802578752, 0.13727339115021514, 34, 24.621908786200244, 93.33333333333333, 'Low Risk'),
(72106, 69, 15, '08:45.9', 36.29795801198308, 97.17200916083205, 128, 76, 61, 'Female', 87.46056506, 1.8549224117642624, 0.062813882, 52, 25.419135828207544, 93.33333333333333, 'Low Risk'),
(72107, 91, 18, '07:45.9', 36.88215108308223, 97.17153968785561, 120, 73, 73, 'Female', 84.89163074, 1.7423015042740322, 0.094045636, 47, 27.965220829910574, 88.66666666666667, 'High Risk'),
(72108, 95, 15, '06:45.9', 36.27442313121496, 99.21451208349878, 122, 70, 60, 'Female', 59.464233, 1.861893835080358, 0.072990381, 52, 17.15323326684447, 87.33333333333333, 'High Risk'),
(72109, 72, 15, '05:45.9', 36.48292170924053, 98.20661276942832, 119, 81, 51, 'Male', 61.93906198, 1.5407934456787356, 0.10990146046517671, 38, 26.090102137505212, 93.66666666666667, 'Low Risk'),
(72110, 93, 18, '04:45.9', 37.353112913979714, 96.33718891902785, 126, 71, 78, 'Male', 59.80933258096269, 1.7193148267503657, 0.13877506011173146, 55, 20.232900198344698, 89.33333333333333, 'High Risk'),
(72111, 61, 16, '03:45.9', 36.91786852660873, 99.74015090530912, 127, 86, 79, 'Male', 59.48083419569315, 1.6678767203736813, 0.1201086767066456, 41, 21.38204093800776, 99.66666666666667, 'Low Risk'),
(72112, 90, 17, '02:45.9', 36.74584593, 97.30623333761041, 135, 88, 70, 'Female', 93.69736190714642, 1.749424851, 0.11006937383405378, 47, 30.615177411076978, 103.66666666666667, 'High Risk'),
(72113, 97, 18, '01:45.9', 36.91942199039161, 98.37784191, 123, 84, 31, 'Female', 58.79339640162668, 1.8326918144778146, 0.11605871659483086, 39, 17.50449835203764, 97, 'High Risk'),
(72114, 60, 19, '00:45.9', 37.483871447144715, 98.84823518749191, 139, 73, 34, 'Female', 97.54671585, 1.5925080449973534, 0.083443237, 66, 38.463551542186835, 95, 'High Risk'),
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(72116, 83, 15, '58:45.9', 36.003702665242216, 96.41795814554101, 116, 87, 59, 'Male', 67.22923512000219, 1.6249687975495921, 0.14333151320338666, 29, 25.46056975138472, 96.66666666666667, 'Low Risk'),
(72117, 76, 18, '57:45.9', 37.43299163, 97.21339683426602, 118, 83, 24, 'Male', 97.14829212932958, 1.948754356280503, 0.10182260377914026, 35, 25.581203469302277, 94.66666666666667, 'Low Risk'),
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(72121, 61, 16, '53:45.9', 36.92294262466346, 96.32325867588963, 139, 70, 32, 'Female', 58.19499342679551, 1.6394434743783532, 0.085598462, 69, 21.651736275896994, 93, 'Low Risk'),
(72122, 80, 17, '52:45.9', 36.55103883321906, 96.69533181349848, 122, 80, 42, 'Female', 54.30025233046713, 1.9633219533199915, 0.053159297762731275, 42, 14.08700932851281, 94, 'High Risk'),
(72123, 89, 17, '51:45.9', 36.25628637038254, 96.65921889395143, 129, 79, 74, 'Male', 83.14030118739802, 1.539940714230814, 0.076611129, 50, 35.05932826085349, 95.66666666666666, 'High Risk'),
(72124, 79, 12, '50:45.9', 36.224143292002296, 96.33097675565826, 112, 86, 31, 'Female', 53.57410012851416, 1.9814464742772655, 0.072731813, 26, 13.645523288527324, 94.66666666666667, 'High Risk'),
(72125, 79, 18, '49:45.9', 36.19581135962824, 96.60777856164175, 119, 73, 70, 'Female', 68.20165800871855, 1.773064368562498, 0.1354130174974393, 46, 21.694314310946456, 88.33333333333333, 'Low Risk'),
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(72295, 98, 13, '59:45.9', 37.319363743865665, 97.68545157749084, 133, 78, 20, 'Female', 84.69329114, 1.9882006656321538, 0.10263526834510764, 55, 21.42538230240137, 96.33333333333333, 'High Risk'),
(72296, 95, 17, '58:45.9', 36.70495308161914, 95.71292739, 134, 86, 88, 'Male', 66.20025042116279, 1.845061091963689, 0.099241599, 48, 19.446351472239442, 102, 'High Risk'),
(72297, 98, 13, '57:45.9', 37.01136778846141, 97.78753065, 137, 70, 67, 'Female', 79.66665371, 1.954589615208096, 0.065546942, 67, 20.852849149721273, 92.33333333333333, 'High Risk'),
(72298, 77, 19, '56:45.9', 36.135731533022884, 99.78183556541448, 133, 86, 30, 'Female', 60.41351371836276, 1.5304308433776628, 0.056438136704587354, 47, 25.79328615442042, 101.66666666666667, 'Low Risk'),
(72299, 84, 13, '55:45.9', 36.00700239856544, 96.83707337236119, 130, 86, 46, 'Male', 75.99812352722333, 1.955603902001317, 0.054886897, 44, 19.871977142562734, 100.66666666666667, 'Low Risk'),
(72300, 65, 19, '54:45.9', 36.90721130202954, 99.46513827587515, 126, 82, 58, 'Female', 54.687748966269424, 1.7490823270351388, 0.12410402217719567, 44, 17.875966998601886, 96.66666666666667, 'High Risk'),
(72301, 66, 19, '53:45.9', 36.59783588011016, 99.51862742347978, 115, 75, 24, 'Male', 54.85018378803288, 1.5922667291489874, 0.1322342693837145, 40, 21.634479254639498, 88.33333333333333, 'Low Risk'),
(72302, 93, 16, '52:45.9', 36.64973687072382, 98.88678765295204, 117, 82, 87, 'Female', 91.23150805155841, 1.687946302857469, 0.098211034, 35, 32.020462491859654, 93.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(72306, 88, 14, '48:45.9', 37.33725011476718, 99.21657494, 114, 75, 30, 'Female', 55.32794330530215, 1.9597921026252807, 0.095076695, 39, 14.405373399829417, 88, 'High Risk'),
(72307, 68, 13, '47:45.9', 36.275149250528656, 97.64646148770689, 120, 83, 81, 'Female', 58.828838527502846, 1.9168884699176256, 0.10553682564260525, 37, 16.010193610903208, 95.33333333333333, 'High Risk'),
(72308, 98, 13, '46:45.9', 36.95707999830875, 98.41685615593084, 126, 89, 45, 'Female', 57.525290757150714, 1.560508605297379, 0.1432909069455019, 37, 23.62253421385941, 101.33333333333333, 'High Risk'),
(72309, 68, 13, '45:45.9', 36.950514154325425, 99.62624242490782, 124, 84, 28, 'Male', 71.74294039116107, 1.5515048860278917, 0.06865253, 40, 29.80388486996706, 97.33333333333333, 'Low Risk'),
(72310, 96, 19, '44:45.9', 36.73660505722386, 99.62453281983294, 136, 82, 57, 'Female', 89.32855571236607, 1.7857445486353427, 0.097264942, 54, 28.012485594955578, 100, 'High Risk'),
(72311, 93, 17, '43:45.9', 36.21717802419214, 95.81189429624338, 134, 84, 45, 'Female', 99.62679099358456, 1.8036706534090845, 0.076061981, 50, 30.623982187262037, 100.66666666666666, 'High Risk'),
(72312, 60, 17, '42:45.9', 36.30086213063073, 97.23762712, 128, 89, 69, 'Male', 78.25516267321078, 1.927879663836094, 0.11476539200054121, 39, 21.054898596186852, 102, 'Low Risk'),
(72313, 92, 14, '41:45.9', 37.12376853835768, 99.33961505937705, 111, 72, 31, 'Male', 70.17247067392188, 1.6443937017184616, 0.11941699855884651, 39, 25.95106337689015, 85, 'High Risk'),
(72314, 97, 14, '40:45.9', 36.63623867944346, 97.26035544232266, 125, 87, 26, 'Female', 64.21705062708286, 1.9431797133481916, 0.11544735023517716, 38, 17.006871084814037, 99.66666666666667, 'High Risk'),
(72315, 85, 13, '39:45.9', 37.12341169273477, 95.35385370808262, 137, 86, 47, 'Male', 86.09494390323283, 1.9020848745546293, 0.057748524, 51, 23.79676179, 103, 'Low Risk'),
(72316, 94, 16, '38:45.9', 36.822960096852896, 97.77173456716564, 139, 73, 52, 'Male', 63.13683378256418, 1.7825139015885063, 0.12156852383452398, 66, 19.87087300599031, 95, 'High Risk'),
(72317, 67, 19, '37:45.9', 37.435988709981984, 98.01348779286329, 111, 86, 44, 'Female', 76.31910628506158, 1.9418596971916413, 0.13623123104110596, 25, 20.239397487259172, 94.33333333333333, 'Low Risk'),
(72318, 69, 18, '36:45.9', 36.33466717847985, 98.93346547590444, 120, 84, 25, 'Female', 86.93638511593178, 1.5598802645848309, 0.089178279, 36, 35.72885108, 96, 'High Risk'),
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(72321, 87, 13, '33:45.9', 36.01908634527001, 98.01598859316113, 110, 76, 19, 'Female', 80.93040503603245, 1.5854460566243627, 0.14481560862990067, 34, 32.196508188378914, 87.33333333333333, 'High Risk'),
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(72323, 69, 19, '31:45.9', 36.13609609148415, 97.70884113085746, 110, 85, 45, 'Male', 72.7262397, 1.7033754408724122, 0.12441978867458053, 25, 25.065153602647882, 93.33333333333333, 'Low Risk'),
(72324, 85, 19, '30:45.9', 37.47139076462381, 98.23632777848074, 111, 87, 49, 'Female', 83.14536222629758, 1.629072012, 0.099461936, 24, 31.329788628337333, 95, 'High Risk'),
(72325, 72, 18, '29:45.9', 37.08035374414017, 96.61790718564536, 120, 78, 74, 'Male', 52.70259000537252, 1.9093106694753588, 0.057780301, 42, 14.457019263394303, 92, 'High Risk'),
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(72327, 97, 14, '27:45.9', 37.058717669174335, 96.92718140502707, 121, 86, 23, 'Male', 92.77720333, 1.6373504655998166, 0.085652859, 35, 34.60652418657887, 97.66666666666667, 'High Risk'),
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(72330, 80, 19, '24:45.9', 36.638633998496914, 99.97682287, 136, 84, 69, 'Male', 54.65775615, 1.7561963310942983, 0.056542551, 52, 17.721711723463116, 101.33333333333333, 'High Risk'),
(72331, 89, 18, '23:45.9', 36.49967086251722, 98.30053095339244, 110, 85, 88, 'Male', 84.44702751639281, 1.740036951791976, 0.1381394601083023, 25, 27.891214455236977, 93.33333333333333, 'Low Risk'),
(72332, 99, 19, '22:45.9', 37.17120253272098, 95.91112065232933, 120, 88, 79, 'Male', 56.509976950169445, 1.5869278298064653, 0.10641580004829058, 32, 22.43937608247107, 98.66666666666667, 'High Risk'),
(72333, 84, 19, '21:45.9', 36.28413395906595, 98.52558755659497, 124, 83, 54, 'Female', 70.33380494279615, 1.9892328736536735, 0.13988831576881966, 41, 17.774314375748716, 96.66666666666667, 'High Risk'),
(72334, 76, 18, '20:45.9', 36.28526144929977, 96.81205788358228, 124, 80, 88, 'Male', 99.05002722917226, 1.641490426796351, 0.11824254370782268, 44, 36.76020213077027, 94.66666666666667, 'High Risk'),
(72335, 86, 13, '19:45.9', 36.15278158457251, 98.92128265644001, 133, 75, 24, 'Female', 68.99187822, 1.5639446863952775, 0.14572718326077333, 58, 28.206889065245978, 94.33333333333333, 'Low Risk'),
(72336, 62, 18, '18:45.9', 36.873215340758335, 99.60284207398158, 119, 84, 73, 'Male', 97.33894573466065, 1.5749127857890657, 0.14089347861397744, 35, 39.24403195, 95.66666666666667, 'High Risk'),
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(72343, 98, 16, '11:45.9', 36.02638501788189, 99.52679298475023, 129, 75, 23, 'Female', 70.62644643397599, 1.9345867735900535, 0.071831048, 54, 18.870826720473357, 93, 'High Risk'),
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(72347, 61, 17, '07:45.9', 36.46112458953079, 99.93261281802509, 116, 89, 88, 'Male', 75.33959530864243, 1.6314442656645702, 0.11918617149883078, 27, 28.306019369305584, 98, 'Low Risk'),
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(72349, 87, 17, '05:45.9', 36.86634479560999, 99.68231506867482, 137, 78, 47, 'Male', 64.98289065, 1.512969044181418, 0.071482972, 59, 28.388270947267664, 97.66666666666666, 'Low Risk'),
(72350, 89, 12, '04:45.9', 36.92521509314036, 96.78388201364609, 111, 76, 84, 'Male', 96.33761179388492, 1.7746444572029771, 0.13982820459524542, 35, 30.58955520187131, 87.66666666666667, 'High Risk'),
(72351, 61, 16, '03:45.9', 37.07195969601351, 97.42728657193354, 118, 75, 67, 'Female', 80.21599454602516, 1.9492321235059433, 0.13726720923979197, 43, 21.112217552231645, 89.33333333333333, 'Low Risk'),
(72352, 66, 14, '02:45.9', 37.09504411371878, 98.12515268018066, 130, 70, 72, 'Female', 97.70181270193908, 1.5320382907542105, 0.12837368442174063, 60, 41.62587557, 90, 'High Risk'),
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(72355, 86, 12, '59:45.9', 36.64607492927671, 98.13503988297583, 128, 71, 53, 'Female', 76.41761481561647, 1.5438195624456774, 0.094145741, 57, 32.06272267276254, 90, 'High Risk'),
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INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(72565, 93, 14, '29:45.9', 36.794479376678176, 95.39671257095817, 136, 73, 62, 'Female', 99.77881538021984, 1.5522644714678309, 0.1440533822021522, 63, 41.410160019066716, 94, 'High Risk'),
(72566, 88, 14, '28:45.9', 36.57489295122694, 99.70805840208115, 138, 87, 37, 'Male', 92.00828524071642, 1.6022887885909394, 0.085605553, 51, 35.838130705386156, 104, 'High Risk'),
(72567, 62, 12, '27:45.9', 36.84132604223165, 97.94725675488051, 120, 89, 27, 'Male', 70.22179941452124, 1.9399822662106723, 0.12671524628747305, 31, 18.658487417661636, 99.33333333333333, 'Low Risk'),
(72568, 61, 15, '26:45.9', 36.41288318, 96.03440342682525, 136, 88, 45, 'Female', 64.39824204268704, 1.5273109023377105, 0.06660089, 48, 27.606993201939762, 104, 'Low Risk'),
(72569, 99, 16, '25:45.9', 36.07433751083409, 99.45387303, 136, 75, 87, 'Male', 68.99543304494411, 1.8795645817067812, 0.083195789, 61, 19.53016172234275, 95.33333333333333, 'High Risk'),
(72570, 73, 18, '24:45.9', 36.30780766637866, 98.22452372825732, 123, 77, 56, 'Male', 80.16667814971935, 1.615078175887837, 0.1352391082066211, 46, 30.73312984774146, 92.33333333333333, 'High Risk'),
(72571, 63, 16, '23:45.9', 36.418144390845185, 96.76128870608747, 111, 88, 56, 'Female', 80.56998865816882, 1.7729887574753556, 0.099339776, 23, 25.63075144217571, 95.66666666666667, 'Low Risk'),
(72572, 67, 12, '22:45.9', 36.09192782093426, 99.89898021665414, 137, 74, 47, 'Female', 62.71952360323648, 1.6764225686229273, 0.076248427, 63, 22.31699691, 95, 'Low Risk'),
(72573, 73, 12, '21:45.9', 36.11188243556822, 99.56873676728915, 136, 80, 44, 'Male', 57.231781737001455, 1.8662635703427493, 0.055394380001850964, 56, 16.432033407624747, 98.66666666666666, 'High Risk'),
(72574, 94, 16, '20:45.9', 36.576513205719266, 99.49042287489026, 121, 76, 73, 'Female', 64.04867984159898, 1.5936456506139132, 0.073508236, 45, 25.218930162757502, 91, 'High Risk'),
(72575, 85, 16, '19:45.9', 36.76659449128364, 99.49226283229596, 131, 81, 80, 'Male', 94.96355477478158, 1.8967714219644618, 0.11708702398789238, 50, 26.395322214987203, 97.66666666666666, 'Low Risk'),
(72576, 78, 19, '18:45.9', 37.11915272446902, 98.37524530485554, 121, 82, 23, 'Female', 57.03023507215392, 1.8541069038133882, 0.11485098348305357, 39, 16.58958873159647, 95, 'High Risk'),
(72577, 98, 12, '17:45.9', 36.01956269504534, 97.68723105000969, 130, 74, 48, 'Male', 81.87057582073149, 1.9878738946558954, 0.083210377, 56, 20.718112357763353, 92.66666666666666, 'High Risk'),
(72578, 79, 12, '16:45.9', 37.30030087248643, 96.65441951420436, 119, 76, 83, 'Female', 59.47635490099722, 1.5027084433275437, 0.05866503, 43, 26.338733682829318, 90.33333333333333, 'Low Risk'),
(72579, 67, 12, '15:45.9', 36.113001522645526, 98.71275694658179, 134, 73, 22, 'Male', 55.028585762751135, 1.7448305348238642, 0.12982485112520115, 61, 18.075147327417696, 93.33333333333333, 'High Risk'),
(72580, 74, 18, '14:45.9', 36.94367155834308, 99.37342064716073, 116, 83, 69, 'Male', 97.65395546, 1.7529064730892356, 0.087234503, 33, 31.78135061059656, 94, 'High Risk'),
(72581, 95, 19, '13:45.9', 36.60309570327223, 95.31251923495637, 127, 84, 63, 'Male', 70.06248492221405, 1.6731990885549894, 0.12110800450733808, 43, 25.025934168605424, 98.33333333333333, 'High Risk'),
(72582, 86, 13, '12:45.9', 36.965339037878834, 98.36217934, 129, 83, 34, 'Female', 76.56207288575256, 1.614126380975545, 0.057017611, 46, 29.385873997584376, 98.33333333333333, 'Low Risk'),
(72583, 60, 19, '11:45.9', 36.48823044864353, 95.91660240773699, 132, 86, 51, 'Female', 64.87717948244266, 1.6594234027028403, 0.14720947013034186, 46, 23.560122246647868, 101.33333333333333, 'Low Risk'),
(72584, 60, 15, '10:45.9', 37.42578283541613, 96.106026, 118, 86, 55, 'Female', 63.446321612546846, 1.9898107257817914, 0.068693952, 32, 16.02444191638217, 96.66666666666667, 'High Risk'),
(72585, 71, 17, '09:45.9', 37.07605075601946, 98.80009121, 134, 70, 22, 'Female', 77.38885830787214, 1.5974443177078022, 0.1006293922089546, 64, 30.326827571752467, 91.33333333333333, 'High Risk'),
(72586, 90, 13, '08:45.9', 36.429659392410734, 98.39703571617426, 137, 81, 86, 'Female', 86.46072486250574, 1.8443324793122056, 0.11638863049875854, 56, 25.417945456640016, 99.66666666666666, 'Low Risk'),
(72587, 67, 13, '07:45.9', 37.16288451862863, 96.18963396563589, 126, 83, 68, 'Female', 97.85144171575982, 1.7344134444573425, 0.052461456, 43, 32.528344896980194, 97.33333333333333, 'High Risk'),
(72588, 71, 13, '06:45.9', 37.052014760187205, 95.46505934616933, 111, 71, 32, 'Female', 52.30668518153417, 1.8717098840885722, 0.11354184813557218, 40, 14.930698679073743, 84.33333333333333, 'High Risk'),
(72589, 95, 17, '05:45.9', 36.98344441699017, 98.97376095400175, 122, 72, 70, 'Male', 94.93450185247389, 1.8157651567241024, 0.10310025223546292, 50, 28.794180304697978, 88.66666666666666, 'High Risk'),
(72590, 87, 17, '04:45.9', 36.59065481242242, 98.1684888, 112, 74, 60, 'Female', 73.02621577350503, 1.6752923063673706, 0.08661335, 38, 26.019419790370907, 86.66666666666667, 'Low Risk'),
(72591, 80, 18, '03:45.9', 36.25002160426338, 96.35914119016252, 131, 84, 47, 'Female', 63.899316493087795, 1.5850859296590363, 0.10421562675487459, 47, 25.432590052075994, 99.66666666666667, 'Low Risk'),
(72592, 60, 18, '02:45.9', 36.509488203380144, 97.06881068588909, 128, 74, 49, 'Female', 72.18605433891521, 1.814126510829612, 0.11222882093088087, 54, 21.934016416696352, 92, 'Low Risk'),
(72593, 85, 17, '01:45.9', 36.076113365024625, 95.95406792533862, 123, 87, 37, 'Male', 97.28557090423438, 1.8567769999173893, 0.13566068132865622, 36, 28.218175888261648, 99, 'Low Risk'),
(72594, 83, 14, '00:45.9', 36.000244602765356, 98.69660113, 116, 87, 40, 'Male', 86.71404768389559, 1.9137197134835604, 0.061359351, 29, 23.67733384713128, 96.66666666666667, 'Low Risk'),
(72595, 83, 14, '59:45.9', 36.880448005826054, 95.45977666944653, 139, 87, 27, 'Male', 80.60517876229352, 1.6647346670922922, 0.10554305535478611, 52, 29.085256515134716, 104.33333333333333, 'Low Risk'),
(72596, 77, 17, '58:45.9', 36.93685644769263, 96.70316978, 130, 74, 41, 'Female', 99.94079143011876, 1.9612709081628585, 0.054668094, 56, 25.98170284777121, 92.66666666666666, 'Low Risk'),
(72597, 70, 13, '57:45.9', 36.21738963763192, 97.18071697513952, 126, 79, 54, 'Female', 74.44622255066139, 1.9155353937711892, 0.066785786, 47, 20.289077654481755, 94.66666666666667, 'Low Risk'),
(72598, 85, 18, '56:45.9', 36.23006049841324, 97.72154936522912, 126, 73, 24, 'Female', 70.81415993004322, 1.5416836416204345, 0.10573044878459913, 53, 29.794052518647543, 90.66666666666666, 'Low Risk'),
(72599, 85, 18, '55:45.9', 36.67002126759756, 98.84076166120383, 123, 77, 34, 'Male', 82.77175387510671, 1.678546895953279, 0.097053472, 46, 29.377524638573856, 92.33333333333333, 'Low Risk'),
(72600, 67, 13, '54:45.9', 37.486825019668004, 97.06540290758427, 116, 87, 39, 'Male', 91.89830801878942, 1.8584911182076782, 0.080196988, 29, 26.606425708801748, 96.66666666666667, 'Low Risk'),
(72601, 95, 13, '53:45.9', 36.97304630601335, 98.12547512906744, 119, 88, 49, 'Female', 99.69258059, 1.728164727987678, 0.065872924, 31, 33.38047899074128, 98.33333333333333, 'High Risk'),
(72602, 86, 19, '52:45.9', 36.16947241410783, 99.01130741783886, 110, 88, 49, 'Male', 71.48947268028115, 1.5139172197380197, 0.084951948, 22, 31.19161315771521, 95.33333333333333, 'High Risk'),
(72603, 71, 19, '51:45.9', 36.62280088903348, 97.77900398163978, 136, 81, 70, 'Female', 93.34821217842682, 1.8807346467793074, 0.078710255, 55, 26.39070270455122, 99.33333333333333, 'Low Risk'),
(72604, 68, 14, '50:45.9', 37.24172664776832, 98.51239745, 115, 75, 88, 'Female', 92.24675923911191, 1.668686938286784, 0.061916183, 40, 33.12847043874996, 88.33333333333333, 'High Risk'),
(72605, 72, 19, '49:45.9', 36.09808305309474, 95.09756831493762, 115, 70, 52, 'Female', 61.96965081695585, 1.9881584373020944, 0.094053744, 45, 15.677509328592658, 85, 'High Risk'),
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(72607, 90, 15, '47:45.9', 36.894946702079956, 98.17031424710298, 113, 88, 40, 'Male', 76.00005031616382, 1.8824610468925416, 0.1284821961207253, 25, 21.446769454051935, 96.33333333333333, 'Low Risk'),
(72608, 66, 14, '46:45.9', 36.65436338, 95.99726049, 120, 87, 73, 'Male', 84.69147788776107, 1.9686687201742903, 0.10215170413339553, 33, 21.852162914006083, 98, 'Low Risk'),
(72609, 70, 13, '45:45.9', 36.18431532, 99.84769701581112, 127, 89, 26, 'Male', 66.9533943, 1.580869742183806, 0.1019143491242531, 38, 26.790475678066787, 101.66666666666667, 'Low Risk'),
(72610, 74, 17, '44:45.9', 37.16011531278482, 98.95513469546111, 125, 75, 73, 'Female', 86.52473584, 1.6851874707630452, 0.12012576540721812, 50, 30.467992430233195, 91.66666666666666, 'High Risk'),
(72611, 70, 14, '43:45.9', 36.482773080353994, 95.14775527, 135, 85, 73, 'Male', 91.14298858289787, 1.937194231055926, 0.12874017340961985, 50, 24.287171018161377, 101.66666666666666, 'Low Risk'),
(72612, 87, 19, '42:45.9', 36.14714615921007, 97.40972128286928, 114, 79, 78, 'Male', 58.144017774721355, 1.7226430324733146, 0.12367940064893969, 35, 19.59360978223969, 90.66666666666667, 'Low Risk'),
(72613, 88, 12, '41:45.9', 36.506334141561055, 99.88475466855476, 134, 71, 54, 'Male', 97.74252467683478, 1.5180706179775894, 0.078579495, 63, 42.413059651054056, 92, 'High Risk'),
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(72616, 77, 12, '38:45.9', 36.18654137717545, 99.90037441419945, 128, 83, 87, 'Male', 52.66164241070331, 1.8793161049114187, 0.07791996, 45, 14.910586577095055, 98, 'High Risk'),
(72617, 64, 19, '37:45.9', 36.41561306911552, 96.08055765846329, 120, 86, 28, 'Male', 75.91345560059338, 1.9972448727579617, 0.074407883, 34, 19.030759951004388, 97.33333333333333, 'Low Risk'),
(72618, 78, 16, '36:45.9', 36.24436869167933, 96.81919425482587, 137, 78, 87, 'Male', 95.37740202144428, 1.6873749508711386, 0.066617264, 59, 33.49826339883465, 97.66666666666666, 'High Risk'),
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(72620, 76, 15, '34:45.9', 36.60474875706376, 98.72931876219269, 139, 79, 84, 'Male', 79.82526893641834, 1.5768364889473887, 0.10120389677626696, 60, 32.104585558258556, 99, 'High Risk'),
(72621, 83, 17, '33:45.9', 36.69725367585041, 99.54812254375321, 126, 77, 37, 'Female', 57.63354610605852, 1.5822795652540553, 0.071101486, 49, 23.020189971119635, 93.33333333333333, 'Low Risk'),
(72622, 83, 17, '32:45.9', 36.33804202, 98.02354687015168, 137, 75, 21, 'Female', 90.20525962011227, 1.8992379045268313, 0.1370304867961377, 62, 25.007663811630984, 95.66666666666666, 'Low Risk'),
(72623, 87, 14, '31:45.9', 37.38107129970906, 96.20611964, 118, 84, 49, 'Male', 96.38641447908236, 1.7238496536426093, 0.10904674689441093, 34, 32.43523532425056, 95.33333333333333, 'High Risk'),
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(72625, 71, 12, '29:45.9', 36.593121497678744, 98.66971891825625, 138, 75, 51, 'Female', 69.77768680328832, 1.859926805, 0.1430575650302356, 63, 20.17088071903554, 96, 'Low Risk'),
(72626, 78, 15, '28:45.9', 37.463560072629605, 96.29983478465121, 110, 83, 79, 'Female', 88.50491977502347, 1.5630804201317687, 0.1301464109686722, 27, 36.22469744534448, 92, 'High Risk'),
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(72629, 62, 13, '25:45.9', 36.433828915504854, 99.24890296371471, 136, 79, 63, 'Female', 72.60903260767199, 1.838176375838382, 0.10934930121683709, 57, 21.489004163229808, 98, 'Low Risk'),
(72630, 94, 16, '24:45.9', 36.047577691167646, 97.73299351756944, 124, 79, 74, 'Female', 52.230402427888414, 1.5793031468176977, 0.066854166, 45, 20.940756681234753, 94, 'High Risk'),
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(72637, 91, 14, '17:45.9', 37.47104098087125, 95.77996665947818, 128, 75, 30, 'Male', 95.15123634754036, 1.894885449372605, 0.065237893, 53, 26.500161085485757, 92.66666666666666, 'High Risk'),
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(72641, 69, 13, '13:45.9', 36.43209143126297, 97.60293252353945, 132, 71, 54, 'Female', 73.80956561251847, 1.5036168228803064, 0.1360316775478309, 61, 32.646625494461915, 91.33333333333333, 'High Risk'),
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(72820, 86, 14, '14:45.9', 36.490643952235146, 99.30450746894134, 130, 79, 80, 'Female', 59.33396845607795, 1.5893715318141854, 0.11590549504290452, 51, 23.488351460153424, 96, 'Low Risk'),
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(72822, 72, 18, '12:45.9', 36.72445005860379, 96.30314806432331, 134, 77, 78, 'Female', 68.00783045, 1.587397247547231, 0.097826484, 57, 26.989054763589117, 96, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(72824, 76, 14, '10:45.9', 36.521984156382075, 98.12504831987037, 117, 70, 36, 'Male', 92.19360641602299, 1.7299873248364113, 0.05977487, 47, 30.804556576477925, 85.66666666666667, 'High Risk'),
(72825, 86, 19, '09:45.9', 36.53861738356362, 96.45141342355346, 138, 86, 45, 'Male', 51.42774012314016, 1.5554264593949203, 0.071439504, 52, 21.25682884375933, 103.33333333333333, 'Low Risk'),
(72826, 81, 17, '08:45.9', 36.97584988545453, 99.08332617506765, 116, 77, 89, 'Female', 98.45739683470782, 1.8710438214408447, 0.099413742, 39, 28.124216386779516, 90, 'Low Risk'),
(72827, 93, 15, '07:45.9', 37.02825445768142, 96.65701984175324, 131, 78, 39, 'Female', 79.35489105772616, 1.9134223862436985, 0.130183535, 53, 21.674645261585383, 95.66666666666666, 'High Risk'),
(72828, 96, 19, '06:45.9', 37.200390465231045, 98.08523853, 119, 75, 32, 'Male', 94.56051088420594, 1.8355381309759067, 0.12680128256313167, 44, 28.066159450762477, 89.66666666666667, 'High Risk'),
(72829, 62, 19, '05:45.9', 36.77320068523921, 97.32792223863886, 130, 76, 70, 'Male', 77.58760755051628, 1.6460104024270283, 0.06257752, 54, 28.636979547632315, 94, 'Low Risk'),
(72830, 77, 18, '04:45.9', 36.71800550154916, 97.99352450795398, 138, 79, 44, 'Male', 57.481000217028885, 1.9328722000703809, 0.13740181854837658, 59, 15.385727527045036, 98.66666666666666, 'High Risk'),
(72831, 69, 16, '03:45.9', 36.75433108202816, 95.03236940799836, 119, 78, 79, 'Male', 70.68227086120558, 1.6259246520155364, 0.099869401, 41, 26.736814462953177, 91.66666666666667, 'Low Risk'),
(72832, 72, 12, '02:45.9', 36.777406086678354, 98.14347239864694, 123, 73, 35, 'Male', 53.294253055278894, 1.8402993921358077, 0.13034790985591155, 50, 15.736328550109253, 89.66666666666666, 'High Risk'),
(72833, 79, 17, '01:45.9', 36.50407477170865, 97.47581546064683, 135, 71, 26, 'Female', 60.04474467021485, 1.9558828722655552, 0.070806337, 64, 15.696011753855482, 92.33333333333333, 'High Risk'),
(72834, 70, 18, '00:45.9', 36.375128402154154, 95.25334399350866, 139, 71, 84, 'Female', 57.14219935482974, 1.913832299252212, 0.086031307, 68, 15.60088345219375, 93.66666666666666, 'High Risk'),
(72835, 78, 16, '59:45.9', 36.34890525365621, 96.21886565814185, 138, 76, 54, 'Male', 74.43561416094406, 1.8295646778407235, 0.10079827281937168, 62, 22.237463176627273, 96.66666666666666, 'Low Risk'),
(72836, 89, 15, '58:45.9', 37.30465063461824, 95.12511805683334, 116, 83, 48, 'Male', 88.21214482, 1.5271768228906257, 0.1018098882289298, 33, 37.82245658120205, 94, 'High Risk'),
(72837, 88, 14, '57:45.9', 36.99282994717505, 98.6135315, 128, 70, 78, 'Male', 68.80510606893101, 1.9917845717092655, 0.093141525, 58, 17.343467892208235, 89.33333333333333, 'High Risk'),
(72838, 69, 13, '56:45.9', 36.68673171647274, 98.23402906523863, 117, 87, 57, 'Female', 79.16033500650181, 1.6065492154427123, 0.14735458901745158, 30, 30.67040809820213, 97, 'High Risk'),
(72839, 76, 17, '55:45.9', 36.50268358432687, 98.50423806109377, 120, 82, 38, 'Male', 86.67011650835761, 1.6705919792750734, 0.098287896, 38, 31.05478997, 94.66666666666667, 'High Risk'),
(72840, 88, 18, '54:45.9', 36.33149540076014, 95.46493012900125, 119, 82, 40, 'Female', 91.42469715858779, 1.5638158071297195, 0.12929697270450374, 37, 37.384565121527615, 94.33333333333333, 'High Risk'),
(72841, 60, 19, '53:45.9', 37.30560532690644, 99.64514711390055, 132, 78, 58, 'Female', 85.61400154698627, 1.5771013443893176, 0.11183495524564191, 54, 34.421167152166404, 96, 'High Risk'),
(72842, 80, 18, '52:45.9', 36.89414470787452, 95.16378098246375, 137, 75, 71, 'Female', 83.45054907116295, 1.9964121029430961, 0.13197692029025018, 62, 20.93769216914726, 95.66666666666666, 'Low Risk'),
(72843, 99, 14, '51:45.9', 36.72428953244823, 96.84780073149348, 126, 84, 58, 'Male', 71.48978063119219, 1.6456794875307508, 0.11690035856018917, 42, 26.396931932771412, 98, 'High Risk'),
(72844, 68, 12, '50:45.9', 36.74875924522134, 99.01032961203583, 135, 70, 49, 'Male', 63.67397188021631, 1.6364117525477822, 0.14069753186971554, 65, 23.778078775061648, 91.66666666666666, 'Low Risk'),
(72845, 81, 17, '49:45.9', 36.34994739653857, 96.27274867360684, 134, 87, 45, 'Female', 84.29196795940871, 1.7826324029784266, 0.12583551390538045, 47, 26.525440235989095, 102.66666666666667, 'Low Risk'),
(72846, 91, 16, '48:45.9', 37.132858518942214, 95.37719422161646, 132, 83, 28, 'Male', 83.23796934458625, 1.7867869690270561, 0.078320195, 49, 26.07209462557779, 99.33333333333333, 'High Risk'),
(72847, 65, 16, '47:45.9', 37.419093758126294, 96.18180003144731, 114, 81, 60, 'Male', 90.9602152, 1.8266493200931642, 0.07365416, 33, 27.260958400208096, 92, 'Low Risk'),
(72848, 68, 12, '46:45.9', 36.653345860477415, 98.01806393785202, 130, 73, 26, 'Male', 98.36311922088585, 1.9219650864830227, 0.080266035, 57, 26.628168956090473, 92, 'Low Risk'),
(72849, 94, 18, '45:45.9', 37.40372495013642, 97.13967984711182, 113, 86, 67, 'Female', 79.16952430409744, 1.9167778090479877, 0.13748949271912897, 27, 21.548373262665987, 95, 'High Risk'),
(72850, 69, 17, '44:45.9', 36.388938065412155, 97.23665978233994, 113, 83, 77, 'Female', 51.92526511905201, 1.5233521112404285, 0.09538554, 30, 22.375776993516208, 93, 'Low Risk'),
(72851, 73, 12, '43:45.9', 36.017971178433356, 95.36557688224107, 111, 80, 23, 'Male', 98.66570953, 1.6802519505094349, 0.14151734523098342, 31, 34.94760568480312, 90.33333333333333, 'High Risk'),
(72852, 65, 17, '42:45.9', 36.65177131986347, 95.01007007202728, 122, 75, 34, 'Female', 68.60082093700397, 1.8161119600098123, 0.12314155222808372, 47, 20.799077632631523, 90.66666666666667, 'Low Risk'),
(72853, 72, 14, '41:45.9', 36.626462032871636, 99.17513752437993, 122, 88, 53, 'Female', 80.88722356865848, 1.5013343304400937, 0.1210066728925244, 34, 35.8860037, 99.33333333333333, 'High Risk'),
(72854, 78, 16, '40:45.9', 37.08051113826798, 97.49037832, 120, 86, 39, 'Male', 64.14245644023433, 1.709820522934114, 0.13880491761903152, 34, 21.940399782710713, 97.33333333333333, 'Low Risk'),
(72855, 96, 15, '39:45.9', 36.10992655095253, 99.22679099511822, 113, 75, 76, 'Male', 64.27787700721393, 1.9649157723673207, 0.11628397583277868, 38, 16.648443892039722, 87.66666666666667, 'High Risk'),
(72856, 69, 17, '38:45.9', 37.336383232425504, 98.53156908752723, 139, 87, 24, 'Female', 91.15542922669374, 1.9018002638349485, 0.12472379104452526, 52, 25.203028687215888, 104.33333333333333, 'Low Risk'),
(72857, 96, 18, '37:45.9', 37.13189547932492, 98.88474447653434, 139, 71, 89, 'Male', 87.17232727148506, 1.6024607829715132, 0.054403094, 68, 33.947189209936965, 93.66666666666666, 'High Risk'),
(72858, 92, 14, '36:45.9', 36.88193538139689, 98.49140692047578, 120, 82, 52, 'Male', 51.64289163501629, 1.616767808619318, 0.11600629998592638, 38, 19.75673819769962, 94.66666666666667, 'High Risk'),
(72859, 74, 12, '35:45.9', 36.03596224867874, 96.95268973839872, 133, 88, 60, 'Male', 88.70181203699738, 1.600840041813416, 0.05850064, 45, 34.61279054667913, 103, 'High Risk'),
(72860, 91, 16, '34:45.9', 36.01726760648848, 99.20485390338641, 137, 77, 61, 'Female', 56.960536566298266, 1.953752659292741, 0.080622431, 60, 14.92227046839455, 97, 'High Risk'),
(72861, 95, 18, '33:45.9', 37.08843167615652, 95.54928161356209, 113, 84, 38, 'Female', 77.50366608482312, 1.905743715190125, 0.08835117, 29, 21.339942927408238, 93.66666666666667, 'High Risk'),
(72862, 84, 14, '32:45.9', 37.09835257393614, 95.67045864767537, 134, 70, 57, 'Male', 76.45360009155824, 1.9235018196088898, 0.1284605847782635, 64, 20.66392122639756, 91.33333333333333, 'Low Risk'),
(72863, 84, 12, '31:45.9', 36.99533073879666, 95.60704022839145, 114, 84, 23, 'Male', 86.08716956924212, 1.762618752675648, 0.082602484, 30, 27.709051281189165, 94, 'Low Risk'),
(72864, 77, 15, '30:45.9', 37.04124098190596, 98.56508559816768, 121, 81, 56, 'Female', 75.57394307, 1.9155052223004332, 0.14521800271697077, 40, 20.597067934760453, 94.33333333333333, 'Low Risk'),
(72865, 91, 18, '29:45.9', 37.033519465382525, 98.46434712, 130, 73, 51, 'Female', 91.19264974, 1.9657178122505954, 0.11904292702842645, 57, 23.600298115740355, 92, 'High Risk'),
(72866, 95, 14, '28:45.9', 36.50517385, 95.21522106023949, 111, 87, 80, 'Male', 81.15670310119053, 1.5391753412727731, 0.12176950456505882, 24, 34.256911202396005, 95, 'High Risk'),
(72867, 90, 19, '27:45.9', 36.943777, 98.05691890346067, 133, 81, 38, 'Female', 51.76801225, 1.933244968045064, 0.055432348, 52, 13.851209967416125, 98.33333333333333, 'High Risk'),
(72868, 86, 15, '26:45.9', 36.277168784939256, 96.61802384056828, 117, 87, 59, 'Female', 76.54888877965007, 1.8102601796297424, 0.08519269, 30, 23.359142390056373, 97, 'Low Risk'),
(72869, 98, 19, '25:45.9', 36.880698933579396, 98.53706477, 112, 79, 86, 'Female', 96.17338599267634, 1.9514503154245824, 0.12282701401283237, 33, 25.254566005006367, 90, 'High Risk'),
(72870, 76, 18, '24:45.9', 36.00689865430673, 96.07028267345616, 128, 82, 18, 'Female', 64.16557976410202, 1.747001187345566, 0.081998491, 46, 21.024018128431983, 97.33333333333333, 'Low Risk'),
(72871, 64, 18, '23:45.9', 36.75832897, 98.93548671309294, 125, 89, 59, 'Female', 74.60681945945655, 1.5126475687757786, 0.11253609243181384, 36, 32.60641252026291, 101, 'High Risk'),
(72872, 78, 19, '22:45.9', 36.60508579161261, 98.18854902641066, 138, 72, 54, 'Male', 87.55529899800429, 1.513324213, 0.091680695, 66, 38.23124790503025, 94, 'High Risk'),
(72873, 68, 19, '21:45.9', 36.31577560761487, 97.97005071808488, 138, 74, 49, 'Female', 66.81878200773593, 1.9591227228742003, 0.090878089, 64, 17.40905796473633, 95.33333333333333, 'High Risk'),
(72874, 95, 16, '20:45.9', 36.198001013254995, 95.44215440216878, 139, 74, 31, 'Male', 85.63229679790564, 1.5107033069252693, 0.1309954450427271, 65, 37.52141715, 95.66666666666666, 'High Risk'),
(72875, 88, 14, '19:45.9', 36.684771775381584, 98.18365882668036, 117, 86, 25, 'Female', 92.18163299350115, 1.9359402786268902, 0.12516482028153897, 31, 24.595773550331174, 96.33333333333333, 'Low Risk'),
(72876, 91, 12, '18:45.9', 37.32343720294051, 99.75033839401996, 122, 86, 84, 'Male', 51.31253194719485, 1.7039151528069945, 0.081795782, 36, 17.67370145843408, 98, 'High Risk'),
(72877, 61, 18, '17:45.9', 37.21707886432439, 98.89674048159999, 132, 81, 57, 'Female', 74.05546443036586, 1.9453695936257902, 0.12123423193228694, 51, 19.568289411744644, 98, 'Low Risk'),
(72878, 68, 14, '16:45.9', 36.482689613638065, 97.06586456355423, 121, 87, 47, 'Male', 63.90592310118126, 1.8982193519728494, 0.12595160427663277, 34, 17.735699393734972, 98.33333333333333, 'High Risk'),
(72879, 72, 16, '15:45.9', 37.26627538906831, 95.43900364609426, 121, 81, 32, 'Male', 66.35907180205096, 1.9405125874259104, 0.13999327858747068, 40, 17.62249411852691, 94.33333333333333, 'High Risk'),
(72880, 69, 18, '14:45.9', 36.90822727, 98.55301649526109, 116, 79, 50, 'Male', 73.38842032483083, 1.9822383604097702, 0.11386409595428074, 37, 18.67737278004824, 91.33333333333333, 'Low Risk'),
(72881, 87, 18, '13:45.9', 36.44219207934553, 96.33896969348112, 120, 87, 83, 'Male', 89.59992130891698, 1.96910383, 0.10248004364274753, 33, 23.108427570306528, 98, 'Low Risk'),
(72882, 60, 15, '12:45.9', 36.258034096813525, 97.18710719268955, 139, 85, 58, 'Male', 63.13488447582496, 1.832662294886807, 0.12393522182934194, 54, 18.79769075100398, 103, 'Low Risk'),
(72883, 97, 14, '11:45.9', 36.701606595372716, 96.06085248185649, 121, 83, 18, 'Male', 59.150503134985534, 1.6259275168715654, 0.094074083, 38, 22.374641268724787, 95.66666666666667, 'High Risk'),
(72884, 95, 13, '10:45.9', 37.38131441066792, 98.06669070600749, 136, 87, 35, 'Male', 82.98936487688873, 1.8912217345987246, 0.10072037885020994, 49, 23.20264740077645, 103.33333333333333, 'High Risk'),
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(72886, 92, 16, '08:45.9', 37.428097987294954, 99.74240868448172, 119, 88, 51, 'Male', 70.7022676, 1.8505841274551624, 0.072412019, 31, 20.645037551078133, 98.33333333333333, 'High Risk'),
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(72888, 74, 15, '06:45.9', 37.38753107983309, 95.19247097, 116, 86, 86, 'Male', 82.77211074071622, 1.5955655379909057, 0.072551761, 30, 32.51282713409968, 96, 'High Risk'),
(72889, 86, 17, '05:45.9', 36.21860163665461, 96.00020833371075, 136, 75, 55, 'Male', 88.42897637996236, 1.9270143328377507, 0.11483893289657193, 61, 23.813581005739923, 95.33333333333333, 'Low Risk'),
(72890, 67, 14, '04:45.9', 36.860355785597605, 96.16693669259718, 122, 80, 88, 'Male', 66.88555275622164, 1.7684120770493716, 0.11758824698754762, 42, 21.387763648530576, 94, 'Low Risk'),
(72891, 80, 14, '03:45.9', 37.202596529531824, 98.08693026281783, 133, 77, 57, 'Female', 88.28142174606246, 1.795165728581794, 0.136750422, 56, 27.394300890511097, 95.66666666666666, 'Low Risk'),
(72892, 87, 15, '02:45.9', 36.440591293820006, 98.27472087997475, 135, 78, 44, 'Male', 87.77777064, 1.8220275373952945, 0.059362491514829835, 57, 26.440805024888597, 97, 'Low Risk'),
(72893, 75, 14, '01:45.9', 37.08505555884302, 95.34998599745141, 110, 73, 71, 'Male', 54.71188704901773, 1.6567113968849418, 0.060419834, 37, 19.93370259428461, 85.33333333333333, 'Low Risk'),
(72894, 62, 14, '00:45.9', 37.06432858667073, 98.51175369260841, 113, 74, 78, 'Female', 85.47001680076177, 1.6277281402109791, 0.1458799540824084, 39, 32.25893652994418, 87, 'High Risk'),
(72895, 83, 19, '59:45.9', 36.873902982009135, 95.53908376, 111, 85, 24, 'Male', 82.40290789288615, 1.5351995945868004, 0.060667794330110505, 26, 34.96333437, 93.66666666666667, 'High Risk'),
(72896, 77, 16, '58:45.9', 36.70374681727243, 99.79978517363499, 127, 87, 52, 'Female', 56.57603363709609, 1.6959736289147256, 0.054304530041230974, 40, 19.669544696725723, 100.33333333333333, 'Low Risk'),
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(72899, 76, 15, '55:45.9', 37.19165955568817, 98.66194381970055, 122, 80, 49, 'Male', 98.10779887049394, 1.8337505490428485, 0.1228152085682889, 42, 29.175816463838444, 94, 'Low Risk'),
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(72907, 86, 14, '47:45.9', 37.135098797777054, 95.34935474060089, 138, 87, 50, 'Female', 76.22812311375094, 1.9967827535551903, 0.097694403, 51, 19.118490200748077, 104, 'Low Risk'),
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(73016, 76, 15, '58:45.9', 36.548798845252136, 95.95380482949224, 133, 75, 41, 'Female', 82.93744530647105, 1.9506067316941282, 0.14103196619962108, 58, 21.797727371781352, 94.33333333333333, 'Low Risk'),
(73017, 99, 16, '57:45.9', 36.56094665312058, 97.76550368898896, 137, 71, 54, 'Male', 71.27949911712042, 1.9661972506733232, 0.098792952, 66, 18.437858184200987, 93, 'High Risk'),
(73018, 81, 18, '56:45.9', 37.373213676270666, 97.11738782456763, 113, 84, 29, 'Female', 93.26427457075616, 1.8376456414882938, 0.14604762118896317, 29, 27.61797160806503, 93.66666666666667, 'Low Risk'),
(73019, 86, 17, '55:45.9', 37.12342682273068, 95.78047588868621, 127, 79, 66, 'Male', 95.39734156488217, 1.5851195391642379, 0.080950832, 48, 37.967520282798475, 95, 'High Risk'),
(73020, 87, 13, '54:45.9', 36.243682310150476, 95.27867367992542, 111, 89, 46, 'Female', 83.29530148, 1.9933956881171317, 0.074099157, 22, 20.96203662382169, 96.33333333333333, 'Low Risk'),
(73021, 71, 13, '53:45.9', 36.51194443, 95.39840566187742, 131, 70, 72, 'Female', 82.14934928789182, 1.5016561240029027, 0.052684197, 61, 36.430333297995226, 90.33333333333333, 'High Risk'),
(73022, 66, 14, '52:45.9', 37.19424270649239, 99.55318783651684, 138, 77, 67, 'Male', 66.06647385983003, 1.9627639735645086, 0.055112727, 61, 17.149243707515808, 97.33333333333333, 'High Risk'),
(73023, 86, 16, '51:45.9', 36.71431046185552, 99.87961749, 111, 84, 40, 'Male', 59.02449314814655, 1.7468325571102818, 0.087600979, 27, 19.34326186236247, 93, 'Low Risk'),
(73024, 83, 19, '50:45.9', 36.210373712731915, 99.66188800659387, 138, 72, 89, 'Male', 64.02624940975944, 1.5385192003450419, 0.069345219, 66, 27.04906272775068, 94, 'Low Risk'),
(73025, 91, 12, '49:45.9', 36.57954853288827, 97.02293581274009, 118, 72, 78, 'Male', 69.21278566518272, 1.6315154222824582, 0.10110410197012447, 46, 26.001832851968306, 87.33333333333333, 'High Risk'),
(73026, 72, 15, '48:45.9', 36.77853784, 99.29149328400061, 132, 73, 57, 'Male', 56.438139118566575, 1.7755739657658927, 0.084589581, 59, 17.901736014035077, 92.66666666666666, 'High Risk'),
(73027, 67, 19, '47:45.9', 36.52897639, 96.97930270592366, 111, 89, 23, 'Female', 59.88963004115962, 1.592721769020534, 0.096680243, 22, 23.608685042103563, 96.33333333333333, 'Low Risk'),
(73028, 80, 17, '46:45.9', 36.88745656868866, 99.20709670194614, 129, 87, 46, 'Male', 72.32650046, 1.8748811968821182, 0.14712223468927244, 42, 20.57547855, 101, 'Low Risk'),
(73029, 76, 19, '45:45.9', 36.87993865, 95.96953187142176, 135, 79, 48, 'Male', 70.71603191435815, 1.863702155827551, 0.052618286, 56, 20.359394982371057, 97.66666666666666, 'Low Risk'),
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(73032, 81, 18, '42:45.9', 37.36592915876565, 95.78962019869738, 127, 85, 34, 'Male', 84.41657427767642, 1.6148942084407114, 0.073225047, 42, 32.369766750474504, 99, 'High Risk'),
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(73034, 97, 17, '40:45.9', 36.857986679779756, 99.41634366308418, 123, 79, 60, 'Female', 87.53427630812152, 1.926656139765095, 0.14279173247626442, 44, 23.58140754072355, 93.66666666666667, 'High Risk'),
(73035, 88, 13, '39:45.9', 36.70238806076523, 99.56989488279238, 122, 82, 63, 'Female', 60.61267680883229, 1.6293031974442311, 0.088144618, 40, 22.83282480603023, 95.33333333333333, 'Low Risk'),
(73036, 78, 17, '38:45.9', 36.00331937129965, 97.80932776177099, 112, 71, 57, 'Male', 92.75231937368923, 1.8763961334415282, 0.13144032199593625, 41, 26.34363616913702, 84.66666666666667, 'Low Risk'),
(73037, 66, 18, '37:45.9', 36.88908895, 97.92582161511353, 110, 81, 41, 'Female', 77.79093430564811, 1.8268905785716028, 0.099082773, 29, 23.307941284900767, 90.66666666666667, 'Low Risk'),
(73038, 94, 15, '36:45.9', 36.631817793795555, 99.19139545381258, 130, 75, 70, 'Female', 84.99375998598367, 1.9467073111473967, 0.107046427, 55, 22.427750818863235, 93.33333333333333, 'High Risk'),
(73039, 69, 13, '35:45.9', 37.11202301075337, 97.78171086073485, 128, 83, 30, 'Male', 74.31517085392434, 1.7371811664942767, 0.11012809380445002, 45, 24.62562466906971, 98, 'Low Risk'),
(73040, 86, 16, '34:45.9', 36.187105463165864, 98.91592490193214, 131, 89, 52, 'Male', 87.75804783126569, 1.7148050360518916, 0.090521913, 42, 29.844028996492202, 103, 'Low Risk'),
(73041, 70, 19, '33:45.9', 36.40267081283602, 99.48836124761056, 126, 82, 72, 'Female', 65.72619928, 1.6113783066730683, 0.070861837, 44, 25.312992706186673, 96.66666666666667, 'Low Risk'),
(73042, 91, 14, '32:45.9', 37.39650989496802, 98.55828533, 125, 78, 19, 'Male', 97.65800743230037, 1.8672295315376797, 0.12401397151695533, 47, 28.009957125066286, 93.66666666666667, 'High Risk'),
(73043, 96, 15, '31:45.9', 36.528879296757985, 99.06610827430968, 121, 72, 75, 'Female', 62.47020810046499, 1.7876140867137749, 0.092070574, 49, 19.549039135373476, 88.33333333333333, 'High Risk'),
(73044, 77, 15, '30:45.9', 36.55717241384463, 98.13376039640727, 119, 75, 25, 'Male', 76.13843388660374, 1.9398181065208633, 0.079721719, 44, 20.23400821066532, 89.66666666666667, 'Low Risk'),
(73045, 65, 16, '29:45.9', 36.090952175179666, 96.28059544580705, 126, 71, 38, 'Female', 71.93225806567042, 1.6246660592252904, 0.1418237120797608, 55, 27.251817895187774, 89.33333333333333, 'Low Risk'),
(73046, 70, 18, '28:45.9', 36.34757994035498, 97.48993566492587, 113, 82, 41, 'Male', 97.48468233803621, 1.7425245866510295, 0.056174968, 31, 32.10543448349678, 92.33333333333333, 'High Risk'),
(73047, 74, 14, '27:45.9', 36.30201543, 96.29402254782491, 131, 80, 25, 'Female', 73.02722647, 1.5676400794213512, 0.073535017, 51, 29.716119067162523, 97, 'Low Risk'),
(73048, 88, 16, '26:45.9', 36.33390859078973, 99.63761972, 122, 83, 79, 'Female', 79.32458817, 1.7981479628589807, 0.080487395, 39, 24.53335681931615, 96, 'Low Risk'),
(73049, 92, 15, '25:45.9', 37.25492605336559, 98.97247197901471, 128, 80, 48, 'Female', 55.12278167714171, 1.6113017113057997, 0.099871356, 48, 21.231339193131625, 96, 'High Risk'),
(73050, 66, 15, '24:45.9', 37.31772387848735, 98.48339776696547, 128, 82, 69, 'Male', 74.34100444546769, 1.7706199181480207, 0.1174353237254526, 46, 23.71252129397381, 97.33333333333333, 'Low Risk'),
(73051, 83, 18, '23:45.9', 36.39148839627912, 98.18922187987481, 113, 86, 57, 'Male', 80.67510421491883, 1.541952062599162, 0.14636373304415817, 27, 33.93108839785157, 95, 'High Risk'),
(73052, 90, 19, '22:45.9', 37.186438457603714, 95.14188888268166, 130, 87, 86, 'Male', 95.63563212169413, 1.5180256418411824, 0.096262933, 43, 41.501282491710676, 101.33333333333333, 'High Risk'),
(73053, 70, 16, '21:45.9', 37.31738401249575, 95.49405451804284, 124, 80, 82, 'Male', 92.32788211896359, 1.9378420291557041, 0.099114401, 44, 24.586467296357917, 94.66666666666667, 'Low Risk'),
(73054, 64, 18, '20:45.9', 36.059663340691266, 95.06301918010165, 137, 82, 78, 'Male', 65.65037929654271, 1.9963976538469086, 0.11918852527513889, 55, 16.47187879487463, 100.33333333333333, 'High Risk'),
(73055, 66, 17, '19:45.9', 36.52614556454942, 97.31091641572118, 123, 74, 61, 'Female', 63.94678937973179, 1.8524859525234494, 0.054957730751255256, 49, 18.63412041739097, 90.33333333333333, 'Low Risk'),
(73056, 87, 19, '18:45.9', 36.29064612958592, 95.61242674367529, 116, 78, 67, 'Male', 62.97364888716871, 1.834701854735259, 0.098897075, 38, 18.70802141601872, 90.66666666666667, 'Low Risk'),
(73057, 61, 13, '17:45.9', 36.36069815276282, 98.88582921264087, 139, 80, 84, 'Male', 91.06104608365737, 1.8249180984466773, 0.11552513650475393, 59, 27.34298212186286, 99.66666666666666, 'Low Risk'),
(73058, 72, 17, '16:45.9', 36.76727036324754, 96.49695741699803, 117, 72, 52, 'Female', 54.26914630782314, 1.716074696117412, 0.1270407267211549, 45, 18.428102308248768, 87, 'High Risk'),
(73059, 88, 15, '15:45.9', 36.302181556641315, 99.92636102162112, 123, 78, 51, 'Female', 70.08899379584918, 1.8038433713789437, 0.059218632, 45, 21.540321227826094, 93, 'Low Risk'),
(73060, 89, 17, '14:45.9', 36.95696720132194, 96.91172367110819, 138, 81, 40, 'Female', 95.33427169, 1.8151155682665203, 0.10468106881208732, 57, 28.936132845583547, 100, 'Low Risk'),
(73061, 81, 17, '13:45.9', 36.841682755499015, 95.96733121054044, 122, 79, 43, 'Male', 79.49233865730282, 1.781273162890213, 0.077372067, 43, 25.053258792075468, 93.33333333333333, 'Low Risk'),
(73062, 90, 16, '12:45.9', 37.368816078690024, 98.64268397792702, 115, 86, 19, 'Male', 59.61620069396329, 1.5762337697669606, 0.060362466, 29, 23.995126274875897, 95.66666666666667, 'Low Risk'),
(73063, 61, 16, '11:45.9', 36.07028134929932, 97.09856098, 131, 70, 19, 'Male', 53.914965594492095, 1.5636926597382923, 0.1375614014755041, 61, 22.04989559150363, 90.33333333333333, 'Low Risk'),
(73064, 88, 14, '10:45.9', 36.06807052433334, 97.38523527283799, 111, 89, 36, 'Female', 94.24383613920358, 1.9949090765703874, 0.14822090140382413, 22, 23.68136561339092, 96.33333333333333, 'Low Risk'),
(73065, 98, 18, '09:45.9', 36.76196800002509, 98.74331581459975, 121, 78, 24, 'Male', 82.15243092358705, 1.5956445100830985, 0.1045257058650507, 43, 32.26622324056071, 92.33333333333333, 'High Risk'),
(73066, 65, 16, '08:45.9', 37.276519870206954, 96.90365054709176, 139, 88, 56, 'Male', 95.47006697726374, 1.9387252203099892, 0.13110148282995265, 51, 25.400057943237442, 105, 'Low Risk'),
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(73068, 92, 19, '06:45.9', 36.264450997815004, 95.05645318655634, 132, 84, 30, 'Female', 71.99044864650173, 1.8033922233151847, 0.067870022, 48, 22.135762932803306, 100, 'High Risk'),
(73069, 90, 15, '05:45.9', 37.216842287840564, 97.17078886156035, 117, 81, 46, 'Male', 91.14637778238041, 1.6193985011106946, 0.06298395, 36, 34.756172838549055, 93, 'High Risk'),
(73070, 93, 19, '04:45.9', 36.24093530781062, 97.3033663, 125, 70, 46, 'Female', 82.62843269307089, 1.5155449637845535, 0.069258169, 55, 35.974259544617105, 88.33333333333333, 'High Risk'),
(73071, 63, 12, '03:45.9', 36.24488422563742, 95.60793483, 118, 78, 66, 'Male', 81.07620731432304, 1.818068926370207, 0.084108614, 40, 24.528598603745262, 91.33333333333333, 'Low Risk'),
(73072, 87, 14, '02:45.9', 36.27164873824407, 95.70247251357574, 134, 85, 78, 'Female', 84.15153618521597, 1.9731342370292735, 0.069078945, 49, 21.614678677910685, 101.33333333333333, 'Low Risk'),
(73073, 95, 16, '01:45.9', 36.98629422072829, 96.24186039367007, 134, 89, 73, 'Female', 78.35378530987181, 1.538224858507549, 0.093928867, 45, 33.11466235947718, 104, 'High Risk'),
(73074, 66, 16, '00:45.9', 37.31924037112664, 99.56783901918834, 127, 79, 39, 'Male', 63.64449130578703, 1.5690614938032605, 0.066435323, 48, 25.851210886467843, 95, 'Low Risk'),
(73075, 91, 18, '59:45.9', 37.45941246918307, 95.98053493, 135, 79, 18, 'Male', 85.22243682465742, 1.8642054219532571, 0.066520481, 56, 24.522594375488843, 97.66666666666666, 'High Risk'),
(73076, 80, 14, '58:45.9', 37.068068515926136, 95.95486306997324, 125, 87, 72, 'Male', 67.88843094565534, 1.937185504964646, 0.070108853, 38, 18.09061577274252, 99.66666666666667, 'High Risk'),
(73077, 70, 13, '57:45.9', 36.63561455334542, 96.57791197764396, 117, 70, 38, 'Female', 87.07420527707362, 1.724863959545571, 0.13170150745525955, 47, 29.267108909110743, 85.66666666666667, 'Low Risk'),
(73078, 81, 12, '56:45.9', 36.048624947082224, 97.24494059, 134, 82, 60, 'Female', 91.24848980997322, 1.9570835052302626, 0.077403956, 52, 23.823577158913217, 99.33333333333333, 'Low Risk'),
(73079, 94, 12, '55:45.9', 36.82346835, 95.76757320298218, 129, 73, 38, 'Male', 83.48518507914471, 1.8124089334783031, 0.056723859056702776, 56, 25.415404489094747, 91.66666666666666, 'High Risk'),
(73080, 62, 12, '54:45.9', 36.019684581755456, 96.22143235842624, 118, 83, 58, 'Male', 50.30357251688742, 1.7350890242955503, 0.096459841, 35, 16.709186415548228, 94.66666666666667, 'High Risk'),
(73081, 88, 17, '53:45.9', 36.84640512149771, 99.96132987521834, 113, 87, 68, 'Female', 77.71987848058377, 1.8402413898521355, 0.1079730680354199, 26, 22.94999123633692, 95.66666666666667, 'Low Risk'),
(73082, 77, 14, '52:45.9', 37.16128567, 99.65182494734582, 113, 83, 76, 'Male', 81.91001639984599, 1.9647469766717542, 0.054184542, 30, 21.21894341044321, 93, 'Low Risk'),
(73083, 84, 15, '51:45.9', 37.20953693479187, 98.59695260776216, 114, 84, 73, 'Female', 58.625819837687764, 1.6999015979685554, 0.088587324, 30, 20.28809943526439, 94, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(73084, 65, 19, '50:45.9', 37.431768074271545, 99.67671439955375, 121, 82, 43, 'Female', 61.08582290305398, 1.895601570583329, 0.085074402, 39, 16.999897742696604, 95, 'High Risk'),
(73085, 78, 19, '49:45.9', 36.656889144342145, 98.42575161566592, 114, 74, 55, 'Female', 71.95593730946926, 1.7048334501472744, 0.1283539344858069, 40, 24.757268046096677, 87.33333333333333, 'Low Risk'),
(73086, 90, 13, '48:45.9', 36.56892559203255, 99.59194517320081, 131, 77, 47, 'Female', 93.38711278744574, 1.7409825060841624, 0.092114409, 54, 30.81045658643485, 95, 'High Risk'),
(73087, 99, 13, '47:45.9', 36.666676995399165, 99.71547626675927, 131, 74, 52, 'Male', 66.86231638019638, 1.7837746477099026, 0.146574471, 57, 21.01364755815685, 93, 'High Risk'),
(73088, 71, 15, '46:45.9', 37.266820954153665, 96.47641527, 134, 88, 46, 'Male', 69.13874701791369, 1.8870332939095398, 0.14445256006053608, 46, 19.416116950499603, 103.33333333333333, 'Low Risk'),
(73089, 63, 19, '45:45.9', 36.46800413885941, 96.96631614063638, 136, 82, 25, 'Female', 75.74144625030627, 1.7359575059697754, 0.079427973, 54, 25.13364135071772, 100, 'Low Risk'),
(73090, 71, 18, '44:45.9', 36.09203729556814, 97.12354757907872, 129, 84, 35, 'Female', 76.28145955304517, 1.8806275910807646, 0.12241735261251804, 45, 21.568174434387547, 99, 'Low Risk'),
(73091, 89, 18, '43:45.9', 37.357158830757875, 98.45409564646661, 123, 83, 32, 'Male', 86.75497004540462, 1.6629149539896648, 0.13071397713864608, 40, 31.372872650915507, 96.33333333333333, 'High Risk'),
(73092, 80, 13, '42:45.9', 37.08381146001394, 99.60473430879334, 133, 76, 58, 'Male', 82.72448675928189, 1.7284206301490168, 0.10757618038332777, 57, 27.69078060473625, 95, 'Low Risk'),
(73093, 91, 12, '41:45.9', 37.02389759249806, 95.43447034330411, 112, 81, 27, 'Female', 86.40284072027497, 1.580748532048296, 0.056198070101317936, 31, 34.57820517493247, 91.33333333333333, 'High Risk'),
(73094, 94, 15, '40:45.9', 36.37806680026868, 96.85167788460377, 133, 81, 33, 'Female', 61.79956675124524, 1.8380645128828954, 0.11780543231612345, 52, 18.292115285848883, 98.33333333333333, 'High Risk'),
(73095, 86, 14, '39:45.9', 36.867187580761026, 99.44322089835526, 129, 72, 64, 'Male', 53.91388661812755, 1.7380005273203198, 0.061199208, 57, 17.84846340797067, 91, 'High Risk'),
(73096, 75, 12, '38:45.9', 36.067561830424125, 97.19335611026239, 120, 88, 23, 'Male', 54.742127018361586, 1.6581350672287254, 0.073406902, 32, 19.91048594610158, 98.66666666666667, 'Low Risk'),
(73097, 60, 18, '37:45.9', 36.882445850028304, 99.14767782656105, 124, 71, 48, 'Female', 83.57237710009963, 1.7407419935676853, 0.1367430292485543, 53, 27.57997972411723, 88.66666666666666, 'Low Risk'),
(73098, 94, 17, '36:45.9', 36.36707369082548, 96.51715434, 128, 75, 48, 'Male', 68.88854592, 1.7670795854222514, 0.12334712358355977, 53, 22.061487863381576, 92.66666666666666, 'High Risk'),
(73099, 88, 16, '35:45.9', 36.76690610385082, 99.43595654672669, 121, 72, 35, 'Male', 53.35643158299892, 1.7977862928842292, 0.1026269566549993, 49, 16.50861529118915, 88.33333333333333, 'High Risk'),
(73100, 98, 12, '34:45.9', 36.105360126310835, 99.84873193935806, 113, 80, 72, 'Male', 82.92885471929495, 1.6101792275368543, 0.091650981, 33, 31.985800810526367, 91, 'High Risk'),
(73101, 88, 19, '33:45.9', 36.778955422959484, 95.46523561, 138, 71, 87, 'Female', 55.46898177, 1.678112465614309, 0.087940019, 67, 19.69736200937969, 93.33333333333333, 'Low Risk'),
(73102, 76, 12, '32:45.9', 37.40135941484116, 99.08624129, 122, 85, 69, 'Female', 95.14013825617192, 1.873791502337317, 0.087739096, 37, 27.09700228882466, 97.33333333333333, 'Low Risk'),
(73103, 83, 16, '31:45.9', 36.97208955, 99.40934304322954, 123, 71, 32, 'Female', 54.42545189275293, 1.5231333947948953, 0.12772946750127892, 52, 23.459900365891198, 88.33333333333333, 'Low Risk'),
(73104, 95, 12, '30:45.9', 36.30167009218098, 99.02059528430172, 110, 80, 48, 'Male', 98.18298616904138, 1.7889242500873013, 0.090569677, 30, 30.679786582669742, 90, 'High Risk'),
(73105, 82, 15, '29:45.9', 37.36605458849716, 98.51757111125428, 131, 81, 71, 'Male', 61.26632572448018, 1.5394600570238985, 0.092841144, 50, 25.851454624192414, 97.66666666666666, 'Low Risk'),
(73106, 77, 18, '28:45.9', 36.787058941662735, 96.70891734310345, 115, 73, 85, 'Female', 72.64349252236335, 1.9053119479384624, 0.13536923343509222, 42, 20.01080381138382, 87, 'Low Risk'),
(73107, 96, 16, '27:45.9', 37.10033050581303, 98.70128389, 123, 73, 68, 'Female', 59.95947442266061, 1.6293201110254727, 0.12213098256017804, 50, 22.58629421665692, 89.66666666666666, 'High Risk'),
(73108, 66, 16, '26:45.9', 36.41418001518867, 96.51989043341936, 129, 78, 73, 'Female', 94.47550837978734, 1.6439383226776179, 0.091209227, 51, 34.95813042121776, 95, 'High Risk'),
(73109, 65, 12, '25:45.9', 36.62016696586228, 98.18407873360854, 119, 82, 46, 'Male', 63.88623803, 1.6488508777800976, 0.11709356699724775, 37, 23.498738897691183, 94.33333333333333, 'Low Risk'),
(73110, 69, 13, '24:45.9', 36.05895124139497, 97.88523848051207, 114, 88, 80, 'Male', 53.819848991246914, 1.746878173747381, 0.067776156, 26, 17.636696347225616, 96.66666666666667, 'High Risk'),
(73111, 85, 16, '23:45.9', 37.49130690937521, 97.08970761582984, 139, 86, 26, 'Male', 85.78364472187718, 1.729404984472328, 0.14133271065763373, 53, 28.682108979881754, 103.66666666666666, 'Low Risk'),
(73112, 82, 19, '22:45.9', 36.111784549749444, 95.01484602095763, 135, 88, 87, 'Male', 95.12949175980141, 1.7988324870894359, 0.073074318, 47, 29.399079439386178, 103.66666666666667, 'Low Risk'),
(73113, 82, 12, '21:45.9', 36.03704132, 98.83226900086008, 128, 87, 75, 'Male', 58.23094207532375, 1.6847066374575788, 0.06644834, 41, 20.516592966464533, 100.66666666666667, 'Low Risk'),
(73114, 94, 15, '20:45.9', 37.43248198857471, 98.41967350129025, 130, 73, 49, 'Female', 93.08426349978839, 1.771012304443387, 0.13261603168173652, 57, 29.67789608131729, 92, 'High Risk'),
(73115, 87, 17, '19:45.9', 37.17691437188839, 96.13164711786095, 132, 75, 30, 'Female', 58.29036720885609, 1.7386012760922258, 0.10636577271638117, 57, 19.283985805131294, 94, 'Low Risk'),
(73116, 89, 14, '18:45.9', 37.375622585355416, 96.94363821819553, 130, 87, 53, 'Female', 74.52796394, 1.6159088857918533, 0.071080328, 43, 28.54207338935058, 101.33333333333333, 'Low Risk'),
(73117, 81, 15, '17:45.9', 37.00713950901626, 99.95008962, 121, 81, 22, 'Female', 71.54671282011661, 1.6737445813131258, 0.053127697290421265, 40, 25.53943686954611, 94.33333333333333, 'Low Risk'),
(73118, 90, 14, '16:45.9', 36.44953015494098, 95.16157847183347, 117, 77, 51, 'Female', 92.36647771, 1.6153070382946129, 0.12794354360891053, 40, 35.40007741670179, 90.33333333333333, 'High Risk'),
(73119, 77, 13, '15:45.9', 37.13256316449158, 98.83527685, 136, 88, 36, 'Male', 92.92546118, 1.7998998164402726, 0.10535753392903441, 48, 28.683890755346454, 104, 'Low Risk'),
(73120, 83, 13, '14:45.9', 36.72436193852442, 96.04861452634593, 113, 82, 33, 'Female', 83.12814487738481, 1.6616963919041903, 0.10473020412665043, 31, 30.105423088590573, 92.33333333333333, 'High Risk'),
(73121, 61, 19, '13:45.9', 37.34605211138358, 99.08425868985293, 128, 71, 65, 'Female', 97.89800691646744, 1.7576829348041012, 0.14212124293355974, 57, 31.687850303482744, 90, 'High Risk'),
(73122, 96, 19, '12:45.9', 36.23140156867163, 95.80842520818933, 124, 85, 20, 'Female', 72.89826964262127, 1.6401902423108552, 0.096019572, 39, 27.097471735946662, 98, 'High Risk'),
(73123, 96, 15, '11:45.9', 37.24756741202492, 96.99449741537894, 115, 72, 56, 'Female', 75.84129451679307, 1.8155939390272482, 0.057118646260434836, 43, 23.007439501450705, 86.33333333333333, 'High Risk'),
(73124, 66, 16, '10:45.9', 36.29305835949297, 96.55034365985843, 138, 76, 84, 'Male', 78.22594405212669, 1.5142171239032607, 0.12912549413658037, 62, 34.11728839604457, 96.66666666666666, 'High Risk'),
(73125, 67, 16, '09:45.9', 36.62362836595479, 98.78899398, 114, 77, 66, 'Male', 65.30336734373329, 1.5685403205705994, 0.091633366, 37, 26.542645208878007, 89.33333333333333, 'Low Risk'),
(73126, 77, 16, '08:45.9', 37.01163909990222, 96.19453941387391, 131, 84, 21, 'Female', 81.92396236135812, 1.5006667685414852, 0.098821332, 47, 36.37830154093417, 99.66666666666667, 'High Risk'),
(73127, 71, 13, '07:45.9', 36.22910419620803, 97.11169415246806, 125, 76, 89, 'Male', 51.46575837118643, 1.8609536996167977, 0.11971131814600304, 49, 14.860972844033034, 92.33333333333333, 'High Risk'),
(73128, 73, 13, '06:45.9', 36.33062543297938, 95.5900373, 131, 86, 35, 'Male', 64.55189675, 1.9016365330353402, 0.08416623, 45, 17.850647889084037, 101, 'High Risk'),
(73129, 98, 17, '05:45.9', 37.079378951684944, 98.69256021, 112, 82, 80, 'Male', 92.22993541762224, 1.856819674816991, 0.12427695414599173, 30, 26.750533391030775, 92, 'High Risk'),
(73130, 93, 13, '04:45.9', 37.33461802987178, 95.82640470143673, 134, 70, 76, 'Female', 69.41996354773951, 1.6533453824402824, 0.086331121, 64, 25.395525719169804, 91.33333333333333, 'High Risk'),
(73131, 90, 12, '03:45.9', 36.50887734905505, 98.81938630526992, 131, 78, 26, 'Male', 50.72404865658152, 1.9998964587509578, 0.099055403, 53, 12.68232527395387, 95.66666666666666, 'High Risk'),
(73132, 63, 14, '02:45.9', 36.794807898883725, 98.98879234076531, 133, 85, 63, 'Male', 85.13925801597904, 1.7312187532273529, 0.14275399442502154, 48, 28.40703885, 101, 'Low Risk'),
(73133, 89, 15, '01:45.9', 37.14186261681237, 98.28011156340526, 114, 77, 82, 'Male', 82.45078522121688, 1.5287830020412612, 0.06551342, 37, 35.27793091185271, 89.33333333333333, 'High Risk'),
(73134, 71, 12, '00:45.9', 36.76358594, 97.09021745694102, 125, 73, 56, 'Female', 97.98892946215297, 1.885731552081648, 0.090806767, 52, 27.55606988438271, 90.33333333333333, 'Low Risk'),
(73135, 98, 18, '59:45.9', 36.56102821603602, 95.79701550263616, 131, 84, 81, 'Male', 51.27941605408824, 1.5328970288858992, 0.070887798, 47, 21.823133333167032, 99.66666666666667, 'High Risk'),
(73136, 72, 18, '58:45.9', 36.37032913364725, 95.25530945236632, 114, 83, 22, 'Male', 99.79534925572189, 1.644242959125017, 0.14520051416072186, 31, 36.912913140896585, 93.33333333333333, 'High Risk'),
(73137, 71, 15, '57:45.9', 36.25994210198653, 97.63946553748252, 136, 81, 54, 'Male', 96.93646989660152, 1.6022333966897224, 0.10958145357642929, 55, 37.76031776796211, 99.33333333333333, 'High Risk'),
(73138, 71, 13, '56:45.9', 37.27691381729856, 96.66658781072306, 117, 88, 87, 'Male', 56.92072897793527, 1.795534513631671, 0.1104419038136405, 29, 17.65561859315151, 97.66666666666667, 'High Risk'),
(73139, 85, 13, '55:45.9', 36.29987044766391, 98.13497117215184, 126, 77, 51, 'Male', 53.63126782750713, 1.6814724850699614, 0.074112051, 49, 18.968742170510982, 93.33333333333333, 'Low Risk'),
(73140, 86, 16, '54:45.9', 36.31324874547733, 98.70754826903179, 112, 84, 38, 'Male', 55.16012813911574, 1.7142293655721255, 0.10088151192473443, 28, 18.77099981347577, 93.33333333333333, 'Low Risk'),
(73141, 83, 16, '53:45.9', 37.03840145364124, 99.49868485599241, 126, 86, 26, 'Female', 71.04209446989267, 1.7169239305078206, 0.11158562626184104, 40, 24.09981169, 99.33333333333333, 'Low Risk'),
(73142, 81, 15, '52:45.9', 36.378417348063486, 95.46208137123057, 136, 81, 89, 'Male', 63.21453792659456, 1.6411111401593337, 0.11920547949443731, 55, 23.47150732715141, 99.33333333333333, 'Low Risk'),
(73143, 96, 17, '51:45.9', 36.94193708607803, 95.69216714974152, 115, 81, 72, 'Male', 81.97123417711701, 1.6313656123027778, 0.13510831322155198, 34, 30.80057802845147, 92.33333333333333, 'High Risk'),
(73144, 97, 14, '50:45.9', 36.77145852159755, 98.62724256629156, 121, 88, 57, 'Female', 75.13182288772892, 1.7144307901649523, 0.14282952846004932, 33, 25.56136315612371, 99, 'High Risk'),
(73145, 79, 16, '49:45.9', 36.307805274075236, 99.30930499833597, 125, 80, 41, 'Male', 52.61928069434534, 1.7406665823912213, 0.051980625893155524, 45, 17.366556896243313, 95, 'High Risk'),
(73146, 93, 14, '48:45.9', 37.04112593, 97.18146762935665, 133, 89, 84, 'Female', 95.79163944, 1.6214731867207575, 0.12077677291174312, 44, 36.434101450391125, 103.66666666666667, 'High Risk'),
(73147, 71, 19, '47:45.9', 36.81843258954646, 97.39217199239906, 138, 89, 82, 'Male', 67.85167890748438, 1.7491546255141115, 0.092613984, 49, 22.177071286299622, 105.33333333333333, 'Low Risk'),
(73148, 96, 19, '46:45.9', 37.05010008, 98.15622095707315, 121, 82, 56, 'Female', 52.70994992684413, 1.7850330846559919, 0.054491633, 39, 16.54245887913223, 95, 'High Risk'),
(73149, 64, 17, '45:45.9', 37.040170426355886, 95.03663403497036, 129, 78, 89, 'Male', 93.48694868805441, 1.6355422395566515, 0.13268604368080417, 51, 34.94841270965289, 95, 'High Risk'),
(73150, 87, 13, '44:45.9', 36.83341437225718, 99.68906858940188, 118, 77, 26, 'Female', 55.09399265809738, 1.617918833815206, 0.12642749069216352, 41, 21.047028332703146, 90.66666666666667, 'Low Risk'),
(73151, 64, 14, '43:45.9', 36.308331056810715, 95.79989244158124, 120, 87, 39, 'Male', 92.38627339705093, 1.7278672039928726, 0.08583534, 33, 30.94473202787357, 98, 'High Risk'),
(73152, 87, 18, '42:45.9', 36.22609805381419, 98.35328224233865, 121, 81, 73, 'Male', 51.19901888865235, 1.9959679985061014, 0.1448996714836746, 40, 12.851519837441204, 94.33333333333333, 'High Risk'),
(73153, 87, 12, '41:45.9', 36.73794944813136, 96.10334309157965, 115, 86, 48, 'Female', 69.99763286, 1.7620308619179508, 0.062130828, 29, 22.545316264922555, 95.66666666666667, 'Low Risk'),
(73154, 94, 15, '40:45.9', 36.68073001036682, 97.13197572, 118, 85, 27, 'Female', 90.74118363470781, 1.7090893649225196, 0.057358985375872085, 33, 31.065253112763646, 96, 'High Risk'),
(73155, 70, 17, '39:45.9', 36.59630758942426, 98.70959427, 110, 85, 24, 'Female', 55.09093501311864, 1.9625268240508302, 0.14130768075382366, 25, 14.303718036616486, 93.33333333333333, 'High Risk'),
(73156, 72, 18, '38:45.9', 37.094918761360546, 99.9840548, 131, 77, 35, 'Female', 88.85497784354101, 1.586247845206906, 0.10979136514313426, 54, 35.31341129050004, 95, 'High Risk'),
(73157, 96, 14, '37:45.9', 36.98471348931599, 98.92896647673372, 124, 72, 24, 'Male', 88.47278560555482, 1.9863429570092186, 0.056805211, 52, 22.423388001765318, 89.33333333333333, 'High Risk'),
(73158, 78, 17, '36:45.9', 37.02500264349433, 98.22220841963045, 120, 80, 82, 'Female', 50.37236810163206, 1.556640541779408, 0.14621467795443094, 40, 20.788142919160325, 93.33333333333333, 'Low Risk'),
(73159, 95, 12, '35:45.9', 36.97436139, 95.53096415428685, 125, 73, 37, 'Male', 57.818683145770954, 1.6932983577992096, 0.089096415, 52, 20.165139082659973, 90.33333333333333, 'High Risk'),
(73160, 94, 15, '34:45.9', 37.043167957045455, 97.47161240074436, 126, 80, 42, 'Female', 65.28213553226708, 1.6415207020853106, 0.11886495475818874, 46, 24.22711073460584, 95.33333333333333, 'High Risk'),
(73161, 90, 13, '33:45.9', 36.84782099159624, 95.05999209168968, 115, 77, 24, 'Female', 58.62646394189297, 1.5781636828641386, 0.067803072, 38, 23.539086800424762, 89.66666666666667, 'Low Risk'),
(73162, 99, 16, '32:45.9', 37.26825888738114, 95.97986757110743, 126, 72, 88, 'Female', 53.25478852815895, 1.616011066264125, 0.060271477, 54, 20.392478052440314, 90, 'High Risk'),
(73163, 65, 14, '31:45.9', 36.91611206113272, 96.62382884309298, 114, 84, 43, 'Female', 73.18618705599451, 1.6500369439951486, 0.13205886194003513, 30, 26.88077496590644, 94, 'Low Risk'),
(73164, 95, 14, '30:45.9', 36.33825687793979, 96.74389215332852, 134, 85, 80, 'Female', 82.65604177477412, 1.7114934217350877, 0.051315808, 49, 28.21786396981858, 101.33333333333333, 'High Risk'),
(73165, 66, 12, '29:45.9', 36.05641450036972, 99.78259584934018, 127, 70, 61, 'Female', 79.03032012, 1.7509133097717282, 0.11243809485180703, 57, 25.77890422016634, 89, 'Low Risk'),
(73166, 94, 16, '28:45.9', 37.356805744971254, 97.94886777456797, 127, 71, 35, 'Female', 96.91864532700255, 1.5661863166845265, 0.069642876, 56, 39.51122407324431, 89.66666666666666, 'High Risk'),
(73167, 66, 19, '27:45.9', 37.42885505555285, 96.07564859713968, 111, 89, 38, 'Female', 71.92622375717872, 1.8443016888872812, 0.052827617, 22, 21.145761610938017, 96.33333333333333, 'Low Risk'),
(73168, 69, 13, '26:45.9', 36.24583472, 97.96274170552678, 123, 82, 79, 'Male', 72.17531384782889, 1.6249423586514373, 0.10919985709687383, 41, 27.334602402037337, 95.66666666666667, 'Low Risk'),
(73169, 91, 15, '25:45.9', 37.13714036135506, 98.87409826814688, 111, 79, 23, 'Male', 71.03542281537064, 1.9671133568220933, 0.056033439271454946, 32, 18.357612368307354, 89.66666666666667, 'High Risk'),
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(73298, 63, 12, '16:45.9', 37.47957148743467, 98.93690001596505, 117, 83, 25, 'Male', 62.93704024, 1.744220010042047, 0.1454834886885495, 34, 20.687298756443884, 94.33333333333333, 'Low Risk'),
(73299, 90, 19, '15:45.9', 37.09656888, 97.52129507543941, 114, 71, 71, 'Female', 87.49445852107092, 1.564922882643219, 0.10610858839528557, 43, 35.72684500564057, 85.33333333333333, 'High Risk'),
(73300, 78, 16, '14:45.9', 36.51013925, 95.19107956149539, 125, 84, 28, 'Male', 83.45224424, 1.8720446661711345, 0.14146882962512564, 41, 23.81253367752945, 97.66666666666667, 'Low Risk'),
(73301, 87, 13, '13:45.9', 37.40337691842765, 95.10700301047808, 119, 86, 80, 'Female', 54.96133068546238, 1.6243438591498154, 0.056022843167215154, 33, 20.830576868286133, 97, 'Low Risk'),
(73302, 75, 15, '12:45.9', 36.35475019, 98.02634714194971, 132, 84, 82, 'Female', 57.63807801, 1.7461919940683521, 0.053905895867523645, 48, 18.902772390281843, 100, 'Low Risk'),
(73303, 65, 12, '11:45.9', 37.08864949326366, 99.14563419381055, 131, 80, 69, 'Female', 85.1003689, 1.772955973838877, 0.097921679, 51, 27.07294743939044, 97, 'Low Risk'),
(73304, 87, 14, '10:45.9', 37.406493415834014, 99.6329854, 120, 86, 28, 'Female', 87.88387936058909, 1.5053247861641061, 0.14255862357733096, 34, 38.783660276040315, 97.33333333333333, 'High Risk'),
(73305, 97, 12, '09:45.9', 36.38712013693352, 96.85061791621224, 135, 76, 24, 'Male', 71.42625972564747, 1.5483002294317445, 0.12598588185834722, 59, 29.79528557917323, 95.66666666666666, 'High Risk'),
(73306, 90, 12, '08:45.9', 37.28485334786516, 97.52586772893173, 131, 86, 35, 'Male', 79.21052414491106, 1.951449925690841, 0.11514147921875414, 45, 20.800226473171858, 101, 'Low Risk'),
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(73310, 89, 12, '04:45.9', 36.826101810657434, 97.96671542427171, 134, 80, 44, 'Female', 72.61389710902847, 1.9933222234929004, 0.065345222, 54, 18.275308969817385, 98, 'High Risk'),
(73311, 96, 17, '03:45.9', 36.32717429696007, 96.76201577573008, 123, 73, 73, 'Male', 87.51496019240707, 1.5182665345203086, 0.12857502046844502, 50, 37.96524970476782, 89.66666666666666, 'High Risk'),
(73312, 97, 14, '02:45.9', 37.39829733611849, 95.54111079223787, 110, 79, 46, 'Female', 56.41329890847851, 1.6740760177511802, 0.11838417740491493, 31, 20.129414699528155, 89.33333333333333, 'High Risk'),
(73313, 86, 16, '01:45.9', 36.360572429935836, 97.83549155171963, 130, 75, 39, 'Male', 61.63023408545862, 1.789371521949747, 0.10101024743339027, 55, 19.24831755003619, 93.33333333333333, 'Low Risk'),
(73314, 96, 19, '00:45.9', 36.03151645085541, 97.13410999446883, 129, 76, 43, 'Female', 80.45149207915564, 1.6264570142247035, 0.13617193769197108, 53, 30.412276026018404, 93.66666666666666, 'High Risk'),
(73315, 89, 12, '59:45.9', 36.610502572252884, 99.20229269601693, 130, 70, 52, 'Male', 92.97906333798915, 1.5570070239245306, 0.066762086, 60, 38.35341355241195, 90, 'High Risk'),
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(73317, 99, 14, '57:45.9', 36.39542501087334, 99.00456287117066, 120, 74, 59, 'Male', 77.61395923966589, 1.7222853770040105, 0.10298114754739328, 46, 26.165534436733715, 89.33333333333333, 'High Risk'),
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(73336, 60, 14, '38:45.9', 36.51899229630048, 95.70530468, 132, 79, 60, 'Female', 75.36623714128064, 1.7983370795419706, 0.083896916, 53, 23.304223379427814, 96.66666666666666, 'Low Risk'),
(73337, 64, 17, '37:45.9', 37.14680698543126, 95.50428304203426, 115, 76, 52, 'Female', 81.16706069702296, 1.919832428566497, 0.098701935, 39, 22.02181818380784, 89, 'Low Risk'),
(73338, 89, 12, '36:45.9', 36.18356577398523, 95.08523243126382, 132, 85, 24, 'Female', 98.97696108778072, 1.5301734457461376, 0.1213436071650346, 47, 42.27199974649564, 100.66666666666667, 'High Risk'),
(73339, 84, 16, '35:45.9', 36.136916116821105, 97.49627408605342, 117, 73, 45, 'Male', 98.98162973373876, 1.9707694395881314, 0.1258817422209925, 44, 25.484901652280953, 87.66666666666667, 'Low Risk'),
(73340, 78, 19, '34:45.9', 37.30189526922107, 97.93447113001136, 122, 83, 56, 'Male', 89.24387561011095, 1.6411486102727757, 0.051335182, 39, 33.13466648249368, 96, 'High Risk'),
(73341, 72, 13, '33:45.9', 37.476762603061864, 95.62372498777309, 135, 80, 30, 'Female', 73.92353271902685, 1.7138213318190687, 0.14330309912282155, 55, 25.16816919147956, 98.33333333333333, 'Low Risk'),
(73342, 85, 14, '32:45.9', 37.419909939213994, 98.61525528329345, 134, 78, 89, 'Female', 60.50821008064119, 1.9580622738673377, 0.064026263, 56, 15.781973370544844, 96.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(73558, 61, 13, '56:45.9', 36.91962337946051, 96.19134063, 130, 73, 37, 'Female', 65.42127447274103, 1.955270278774379, 0.084791585, 57, 17.112182478981627, 92, 'High Risk'),
(73559, 71, 16, '55:45.9', 37.37581120252637, 97.06665372757315, 120, 71, 19, 'Female', 94.40950161472773, 1.5973127013513126, 0.12886901535437556, 49, 37.002904504839215, 87.33333333333333, 'High Risk'),
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(73574, 90, 17, '40:45.9', 36.668146341270976, 99.90243751383323, 128, 70, 63, 'Female', 66.89469857, 1.7477264292530714, 0.055590815, 58, 21.900034231455557, 89.33333333333333, 'Low Risk'),
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(73597, 87, 16, '17:45.9', 37.28272828887935, 97.95289681, 135, 82, 79, 'Female', 88.9184594, 1.5720556702037514, 0.097005189, 53, 35.979579781333115, 99.66666666666666, 'High Risk'),
(73598, 98, 17, '16:45.9', 37.09678481200762, 95.80140105576925, 131, 75, 77, 'Male', 61.83399226002663, 1.8396655884909894, 0.10241598359231328, 56, 18.270461505907033, 93.66666666666666, 'High Risk'),
(73599, 81, 12, '15:45.9', 36.42366008271608, 99.82899009462554, 114, 80, 88, 'Male', 68.53989244033434, 1.7573840024458736, 0.093041637, 34, 22.19269687153357, 91.33333333333333, 'Low Risk'),
(73600, 60, 14, '14:45.9', 36.55114039509221, 95.82341947393834, 135, 85, 66, 'Male', 60.560166306232844, 1.5352823103939666, 0.14655440332338004, 50, 25.69274858535093, 101.66666666666666, 'Low Risk'),
(73601, 60, 16, '13:45.9', 36.42850092037552, 98.92943140196604, 116, 72, 71, 'Male', 77.11591806, 1.881372345643666, 0.1301973429168291, 44, 21.78685390218523, 86.66666666666667, 'Low Risk'),
(73602, 72, 13, '12:45.9', 36.55835091420921, 96.30901843964348, 112, 83, 38, 'Male', 87.45942341203741, 1.8281943262258646, 0.13756652498667293, 29, 26.167479723110077, 92.66666666666667, 'Low Risk'),
(73603, 75, 14, '11:45.9', 37.42796211802579, 98.44621171717047, 135, 78, 31, 'Male', 66.38586433133116, 1.8680979175878178, 0.1255981616594903, 57, 19.022883202429195, 97, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(73605, 65, 19, '09:45.9', 36.92921640047883, 99.46714749531066, 117, 73, 49, 'Female', 78.02269965040375, 1.592846915753684, 0.088793282, 44, 30.751966673092237, 87.66666666666667, 'High Risk'),
(73606, 83, 15, '08:45.9', 37.24232776394754, 95.27718489, 116, 70, 70, 'Female', 87.02806637, 1.7304090195042456, 0.14390012058438306, 46, 29.06442891723891, 85.33333333333333, 'Low Risk'),
(73607, 82, 15, '07:45.9', 36.569568084042004, 99.21655596517712, 129, 73, 68, 'Female', 80.46081475, 1.727040490118766, 0.13985152768333536, 56, 26.976113902861897, 91.66666666666666, 'Low Risk'),
(73608, 78, 17, '06:45.9', 36.426128798577636, 99.22305316906315, 135, 75, 56, 'Female', 66.05675205051571, 1.5639548900737184, 0.071477535, 60, 27.00652906540474, 95, 'Low Risk'),
(73609, 65, 15, '05:45.9', 36.21200968475037, 96.55460315409879, 123, 81, 31, 'Male', 95.49687157280984, 1.834445936921498, 0.13316487305050215, 42, 28.377838333931724, 95, 'Low Risk'),
(73610, 95, 15, '04:45.9', 37.26722338111747, 95.82744605664084, 137, 80, 42, 'Male', 94.40299963770889, 1.778272265133596, 0.075995763, 57, 29.853089572235277, 99, 'High Risk'),
(73611, 84, 12, '03:45.9', 37.15744063356448, 98.54670091601253, 129, 79, 77, 'Female', 62.08268319440839, 1.727520519002286, 0.1256143965157795, 50, 20.802908061902457, 95.66666666666666, 'Low Risk'),
(73612, 72, 18, '02:45.9', 37.251383318127495, 98.00194015337989, 133, 74, 73, 'Female', 94.37408788618711, 1.9017665802081376, 0.14399479401409743, 59, 26.093861007855764, 93.66666666666666, 'Low Risk'),
(73613, 71, 14, '01:45.9', 36.735382521190154, 95.98859412139205, 124, 74, 75, 'Male', 64.96564140564237, 1.9998436615324617, 0.089402687, 50, 16.243949806372587, 90.66666666666666, 'High Risk'),
(73614, 98, 14, '00:45.9', 37.472308431510605, 95.91234517155102, 117, 87, 21, 'Female', 72.97659576311402, 1.997626145459867, 0.14958057146349873, 30, 18.287535125651743, 97, 'High Risk'),
(73615, 70, 18, '59:45.9', 37.08107482079225, 95.99200199179786, 120, 80, 89, 'Female', 52.35539726123875, 1.527862535367166, 0.092387784, 40, 22.428121277989167, 93.33333333333333, 'Low Risk'),
(73616, 90, 13, '58:45.9', 36.81096978496042, 98.50460016, 122, 74, 38, 'Male', 68.23900256664461, 1.9654689043788127, 0.088551371, 48, 17.664457969139594, 90, 'High Risk'),
(73617, 93, 17, '57:45.9', 37.270666989536934, 95.79112757183253, 134, 84, 80, 'Male', 67.72635206, 1.981456851523022, 0.12320283470532475, 50, 17.24997400047132, 100.66666666666666, 'High Risk'),
(73618, 66, 15, '56:45.9', 36.96865571364489, 97.44875849474064, 136, 84, 66, 'Male', 81.05791899806549, 1.7687705926460233, 0.082110969, 52, 25.909106231238432, 101.33333333333333, 'Low Risk'),
(73619, 76, 19, '55:45.9', 37.09945445, 95.29506052063486, 133, 83, 73, 'Male', 59.97063452123588, 1.5247539215791304, 0.072262636, 50, 25.79521344914231, 99.66666666666666, 'Low Risk'),
(73620, 84, 16, '54:45.9', 37.02391828989226, 98.27597325590077, 133, 82, 74, 'Male', 62.85170595129995, 1.5219648465871862, 0.11019859992079471, 51, 27.133625531334243, 99, 'Low Risk'),
(73621, 62, 12, '53:45.9', 37.01879021372583, 98.1142617, 126, 72, 83, 'Female', 74.47808970309337, 1.8589117392475223, 0.07418371, 54, 21.553161778483805, 90, 'Low Risk'),
(73622, 62, 16, '52:45.9', 36.53800782282498, 96.90443845, 112, 79, 78, 'Male', 84.49967524000482, 1.7934925729095812, 0.058312309, 33, 26.269746065220684, 90, 'Low Risk'),
(73623, 73, 16, '51:45.9', 36.76965178979145, 97.08095501, 128, 70, 19, 'Female', 99.40920305840238, 1.9696327949648411, 0.092526327, 58, 25.624538863252493, 89.33333333333333, 'Low Risk'),
(73624, 70, 19, '50:45.9', 37.06504513809563, 96.22391548000259, 131, 84, 66, 'Female', 50.84955774459175, 1.715918632098947, 0.13526607879536573, 47, 17.270058157578646, 99.66666666666667, 'High Risk'),
(73625, 96, 12, '49:45.9', 36.46296080089092, 95.77327504758657, 136, 82, 43, 'Male', 61.23926672417407, 1.5764492344208683, 0.054326094, 54, 24.641662323933545, 100, 'High Risk'),
(73626, 70, 12, '48:45.9', 36.053197352331374, 97.41672645438913, 110, 78, 50, 'Female', 64.80159406796972, 1.812474174344747, 0.12480523684451217, 32, 19.726136550208352, 88.66666666666667, 'Low Risk'),
(73627, 72, 16, '47:45.9', 37.12914448015326, 96.41787585285296, 139, 88, 22, 'Male', 65.24342106983002, 1.9698934789035125, 0.1416051898349544, 51, 16.813233342115467, 105, 'High Risk'),
(73628, 91, 19, '46:45.9', 37.145427956122525, 98.45501636563293, 121, 70, 35, 'Female', 87.81222164, 1.610047036585049, 0.1468523076775589, 51, 33.874885592863706, 87, 'High Risk'),
(73629, 72, 19, '45:45.9', 36.671893634835996, 96.21578490309473, 117, 80, 25, 'Female', 70.10963815177806, 1.516584177872569, 0.11564755609620785, 37, 30.482086001805325, 92.33333333333333, 'High Risk'),
(73630, 66, 16, '44:45.9', 36.731743233967414, 95.79313098615259, 121, 80, 69, 'Male', 69.53937051778622, 1.9008497360356607, 0.083966488, 41, 19.24576512596748, 93.66666666666667, 'Low Risk'),
(73631, 84, 16, '43:45.9', 37.15470886692506, 97.58478461767439, 111, 75, 80, 'Male', 98.36272331520611, 1.990078351137261, 0.059188053451050264, 36, 24.83648852644967, 87, 'Low Risk'),
(73632, 85, 18, '42:45.9', 36.06417106680416, 99.81823412862849, 114, 72, 20, 'Female', 63.42111184882441, 1.8096367313754653, 0.11818360155611536, 42, 19.366495791638208, 86, 'Low Risk'),
(73633, 74, 18, '41:45.9', 36.34071993592658, 99.14891694690692, 120, 79, 26, 'Female', 55.74571813637811, 1.9260601437369687, 0.086432541, 41, 15.026984060660567, 92.66666666666667, 'High Risk'),
(73634, 90, 12, '40:45.9', 36.91298663, 99.37121486985899, 113, 81, 30, 'Male', 55.27060372280202, 1.8082136036971659, 0.1186491018108689, 32, 16.904204731811877, 91.66666666666667, 'High Risk'),
(73635, 95, 16, '39:45.9', 36.03109531670648, 99.17512165287029, 136, 79, 37, 'Male', 63.59668148850844, 1.8265757189744827, 0.060101144988783176, 57, 19.06158868986729, 98, 'High Risk'),
(73636, 62, 19, '38:45.9', 36.094163955428435, 99.67192014, 121, 89, 66, 'Male', 83.91594016, 1.6822745362734581, 0.061479666, 32, 29.651776775756638, 99.66666666666667, 'Low Risk'),
(73637, 86, 12, '37:45.9', 36.63616439619746, 99.37645774764152, 125, 87, 48, 'Male', 86.37304778383603, 1.502496405, 0.11647321443035125, 38, 38.260563469012176, 99.66666666666667, 'High Risk'),
(73638, 79, 14, '36:45.9', 36.59103893989168, 98.98181063109742, 134, 74, 60, 'Female', 71.08794095136255, 1.751569224, 0.14436744630870418, 60, 23.170815728296446, 94, 'Low Risk'),
(73639, 76, 12, '35:45.9', 37.389259008912745, 96.82574783, 132, 70, 58, 'Female', 50.21571506, 1.5861841892284079, 0.082641555, 62, 19.958707710009868, 90.66666666666666, 'Low Risk'),
(73640, 90, 13, '34:45.9', 36.80149969532447, 95.24201729386837, 111, 78, 50, 'Female', 73.25003403576838, 1.7436028845694254, 0.1020721565086837, 33, 24.094208996881825, 89, 'Low Risk'),
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(73642, 80, 13, '32:45.9', 36.72703439068989, 95.25969543668567, 110, 84, 78, 'Female', 82.28282497799341, 1.5161488078970453, 0.089572335, 26, 35.79526122457555, 92.66666666666667, 'High Risk'),
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(73644, 73, 13, '30:45.9', 36.45241932048788, 95.95058840775603, 125, 81, 47, 'Female', 57.61094302630072, 1.5223111556997309, 0.1301625180325594, 44, 24.85982827, 95.66666666666667, 'Low Risk'),
(73645, 60, 13, '29:45.9', 36.458091854564586, 99.45398199319334, 117, 86, 87, 'Male', 79.19731076655427, 1.744097170895902, 0.094493052, 31, 26.035689266960933, 96.33333333333333, 'Low Risk'),
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(73647, 80, 14, '27:45.9', 36.30073044296839, 98.62093198807544, 133, 82, 33, 'Female', 50.038480787963906, 1.5408592651885522, 0.096579173, 51, 21.075513621675963, 99, 'Low Risk'),
(73648, 79, 19, '26:45.9', 36.28508861293317, 97.00539151936158, 123, 74, 84, 'Female', 68.46965791544031, 1.9323248971613327, 0.1307477462864834, 49, 18.337404237406464, 90.33333333333333, 'High Risk'),
(73649, 67, 19, '25:45.9', 37.219176335601055, 97.61284083200626, 124, 75, 75, 'Female', 90.48219231, 1.743031581914547, 0.11336585034070298, 49, 29.781913805186996, 91.33333333333333, 'Low Risk'),
(73650, 98, 19, '24:45.9', 37.21184606883463, 95.77484655482192, 122, 81, 38, 'Female', 81.92481144205794, 1.5389320297350157, 0.10742981931207357, 41, 34.59207175077271, 94.66666666666667, 'High Risk'),
(73651, 66, 15, '23:45.9', 36.81964390893164, 96.60136250289035, 130, 75, 80, 'Female', 81.33371165, 1.6772562775643038, 0.050447405, 55, 28.911574236780158, 93.33333333333333, 'Low Risk'),
(73652, 66, 14, '22:45.9', 37.42474173275265, 96.95958965410082, 124, 79, 65, 'Male', 51.462683245962985, 1.9623265139310724, 0.061845312, 45, 13.364412832599436, 94, 'High Risk'),
(73653, 76, 12, '21:45.9', 36.712665611921665, 96.09977971376546, 123, 73, 55, 'Female', 99.90228075699285, 1.9061242367539224, 0.077016453, 50, 27.496220138698177, 89.66666666666666, 'Low Risk'),
(73654, 61, 18, '20:45.9', 36.236906972375806, 98.69064995942449, 138, 70, 53, 'Male', 86.15951457231921, 1.599628345321648, 0.1053597448224971, 68, 33.67170136970163, 92.66666666666666, 'High Risk'),
(73655, 84, 12, '19:45.9', 36.463181990357256, 96.99441921022309, 121, 78, 70, 'Male', 99.67440632825642, 1.7774250110658143, 0.059721818909161783, 43, 31.550124948084598, 92.33333333333333, 'High Risk'),
(73656, 91, 12, '18:45.9', 36.18816672580716, 99.13383305979477, 126, 87, 26, 'Male', 70.89427725082756, 1.6586237163306912, 0.080430357, 39, 25.770060455310965, 100, 'High Risk'),
(73657, 67, 15, '17:45.9', 37.46239680552615, 96.63827163717231, 119, 81, 52, 'Female', 65.90554348350176, 1.7425366161820421, 0.12237966298916637, 38, 21.70491654013994, 93.66666666666667, 'Low Risk'),
(73658, 87, 17, '16:45.9', 37.17743154312567, 99.57737611, 112, 87, 61, 'Female', 71.40858703891269, 1.9448996271324703, 0.10818467517867884, 25, 18.87800312544226, 95.33333333333333, 'Low Risk'),
(73659, 84, 16, '15:45.9', 36.16660739543335, 98.97972279165718, 131, 88, 32, 'Female', 56.364473328657404, 1.9462383459408639, 0.066625552, 43, 14.880358801606178, 102.33333333333333, 'High Risk'),
(73660, 82, 17, '14:45.9', 36.82659144837481, 99.17859722193091, 137, 87, 47, 'Male', 76.71546421477903, 1.9843915071474985, 0.10859059277079333, 50, 19.481760410608615, 103.66666666666666, 'Low Risk'),
(73661, 75, 14, '13:45.9', 37.27661902917782, 97.49570328330556, 124, 81, 56, 'Male', 91.19304650122729, 1.617348407995523, 0.063184126, 43, 34.86218103035732, 95.33333333333333, 'High Risk'),
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(73663, 91, 13, '11:45.9', 37.366799713479736, 95.28129626417697, 131, 77, 81, 'Female', 85.09854289421963, 1.8784317758973468, 0.05706766, 54, 24.117443592509996, 95, 'High Risk'),
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(73667, 72, 19, '07:45.9', 36.48795102359971, 98.31089123803771, 125, 86, 87, 'Female', 85.03481682503553, 1.8330870627783102, 0.086876612, 39, 25.306413256808813, 99, 'Low Risk'),
(73668, 73, 17, '06:45.9', 36.28443554910221, 99.13039329, 139, 81, 42, 'Female', 60.88431679411573, 1.5822228961638172, 0.10791193147532671, 58, 24.320366051811977, 100.33333333333333, 'Low Risk'),
(73669, 97, 15, '05:45.9', 36.78778990405861, 96.74410859301571, 111, 74, 20, 'Female', 62.855774386432586, 1.9611023115050883, 0.096873051, 37, 16.34348535215107, 86.33333333333333, 'High Risk'),
(73670, 88, 17, '04:45.9', 36.16411639530548, 99.62718138759143, 113, 70, 30, 'Male', 93.47388663, 1.582908659045671, 0.13611146553826434, 43, 37.30599187227497, 84.33333333333333, 'High Risk'),
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(73675, 83, 16, '59:45.9', 36.73055184681822, 97.69540896652502, 117, 87, 18, 'Female', 57.43121847365743, 1.8216672854980838, 0.12296312337393797, 30, 17.306526522444095, 97, 'High Risk'),
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INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(73877, 84, 12, '37:45.9', 36.82841822221067, 98.71865337, 116, 73, 46, 'Female', 95.84242918553255, 1.706925905124712, 0.14908497223617156, 43, 32.89489266, 87.33333333333333, 'High Risk'),
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(73880, 93, 12, '34:45.9', 36.171250358454834, 97.48855363, 111, 72, 56, 'Male', 64.29337182868282, 1.9768843462752608, 0.057653459, 39, 16.45143089967847, 85, 'High Risk'),
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(73885, 75, 17, '29:45.9', 36.849945730924766, 99.01204416, 112, 70, 26, 'Female', 65.28998526247146, 1.67422128, 0.13915119, 42, 23.292754801936734, 84, 'Low Risk'),
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(73897, 83, 16, '17:45.9', 37.277575619633225, 98.36169014436992, 133, 85, 32, 'Female', 67.85917203158593, 1.7768440178091605, 0.070879523, 48, 21.493638858006253, 101, 'Low Risk'),
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(73901, 76, 17, '13:45.9', 37.19079259640099, 95.12016571752679, 111, 75, 57, 'Male', 56.64528155494969, 1.6908447725434517, 0.095394969, 36, 19.813274729156955, 87, 'Low Risk'),
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(74128, 85, 14, '26:45.9', 37.408354532765735, 95.01734833, 113, 78, 64, 'Male', 59.868180600003114, 1.8290659475398787, 0.050401332, 35, 17.895231926848034, 89.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(74130, 79, 19, '24:45.9', 36.46050167250855, 97.89718511189268, 129, 83, 37, 'Female', 54.793598227406704, 1.8881025216441412, 0.085772705, 46, 15.370170192598765, 98.33333333333333, 'High Risk'),
(74131, 69, 14, '23:45.9', 37.20182631953292, 98.21925794905438, 139, 75, 68, 'Male', 77.44225748870473, 1.7545988527829546, 0.090157056, 64, 25.15488419418191, 96.33333333333333, 'Low Risk'),
(74132, 76, 17, '22:45.9', 37.08909193795593, 98.62659087705053, 129, 74, 72, 'Male', 72.44089237249398, 1.5322713182956118, 0.081639134, 55, 30.85406903357045, 92.33333333333333, 'High Risk'),
(74133, 95, 17, '21:45.9', 36.41981825481145, 99.17759089, 121, 80, 53, 'Male', 52.40003593224021, 1.692080994294725, 0.1216601235281006, 41, 18.301609724070453, 93.66666666666667, 'High Risk'),
(74134, 84, 15, '20:45.9', 36.189513198073435, 98.44126693282101, 123, 84, 80, 'Female', 57.83870352016247, 1.636463449149991, 0.14644626843992178, 39, 21.59762171376157, 97, 'Low Risk'),
(74135, 83, 16, '19:45.9', 37.10837030405249, 99.67207311873956, 130, 89, 44, 'Female', 53.67587489214588, 1.9367420169830896, 0.1239636842474955, 41, 14.309866524851415, 102.66666666666667, 'High Risk'),
(74136, 93, 16, '18:45.9', 36.63703542, 98.96937528298801, 129, 70, 25, 'Female', 67.21242647604802, 1.6763317153296589, 0.11150220069093518, 59, 23.918263770382353, 89.66666666666666, 'High Risk'),
(74137, 80, 19, '17:45.9', 36.338049293371036, 96.85903372684375, 131, 76, 80, 'Female', 55.77372403742957, 1.771013701593414, 0.11135111701215086, 55, 17.782212719686296, 94.33333333333333, 'High Risk'),
(74138, 65, 12, '16:45.9', 37.36550681691783, 99.27882194936672, 124, 82, 65, 'Male', 89.56870251480142, 1.837239585905959, 0.1068605378005558, 42, 26.535342308478683, 96, 'Low Risk'),
(74139, 79, 15, '15:45.9', 36.13716209257479, 96.12257275699767, 123, 78, 31, 'Female', 84.07653431, 1.6990129202860733, 0.069419184, 45, 29.126039787757986, 93, 'Low Risk'),
(74140, 91, 15, '14:45.9', 37.435554526934936, 96.90288784750003, 120, 72, 87, 'Male', 83.44457892749378, 1.7773355521163654, 0.1185245015876853, 48, 26.41552649338441, 88, 'High Risk'),
(74141, 82, 16, '13:45.9', 36.14569781939881, 95.64497635118371, 133, 81, 39, 'Male', 64.93812659602868, 1.8850567889531273, 0.1475947887594272, 52, 18.27472620546249, 98.33333333333333, 'High Risk'),
(74142, 79, 17, '12:45.9', 37.37904232028913, 97.28916220808642, 133, 86, 51, 'Male', 92.43529294372436, 1.596811417, 0.08296926, 47, 36.251882497371575, 101.66666666666667, 'High Risk'),
(74143, 74, 13, '11:45.9', 36.89035453552015, 96.61643460255682, 136, 76, 22, 'Female', 71.12977323377581, 1.6380552207699481, 0.1265508946632072, 60, 26.50906119236937, 96, 'Low Risk'),
(74144, 76, 16, '10:45.9', 37.49096886569107, 95.08936975852525, 112, 81, 56, 'Male', 59.631364535925464, 1.6616175737450547, 0.12001846419604467, 31, 21.597953102066885, 91.33333333333333, 'Low Risk'),
(74145, 98, 19, '09:45.9', 36.74106852456042, 96.17526481454293, 130, 71, 37, 'Female', 76.72445437340849, 1.9360645581381446, 0.14631759503709127, 59, 20.46888278733198, 90.66666666666666, 'High Risk'),
(74146, 80, 19, '08:45.9', 37.34750782772789, 98.12085450295328, 123, 70, 31, 'Female', 94.32693021852778, 1.6116082306555433, 0.13962574177332818, 53, 36.31756709498371, 87.66666666666666, 'High Risk'),
(74147, 82, 14, '07:45.9', 37.073996652603206, 99.67286251097835, 132, 73, 25, 'Male', 57.81475791517093, 1.5796761471450131, 0.090707542, 59, 23.168749320844928, 92.66666666666666, 'Low Risk'),
(74148, 82, 17, '06:45.9', 36.096701088054154, 96.28704437792807, 135, 78, 63, 'Female', 77.88028078, 1.711752209441068, 0.073340012, 57, 26.57943313238698, 97, 'Low Risk'),
(74149, 67, 19, '05:45.9', 36.09408467829229, 96.88630458663312, 135, 78, 40, 'Female', 88.56326927, 1.6832664256719305, 0.11933104002305224, 57, 31.25704498333114, 97, 'High Risk'),
(74150, 78, 17, '04:45.9', 36.49480993567818, 98.41696036510692, 111, 83, 33, 'Female', 51.60457602626591, 1.9905181207606577, 0.086028407, 28, 13.024346545850022, 92.33333333333333, 'High Risk'),
(74151, 60, 18, '03:45.9', 36.48382243104322, 99.51315075421984, 124, 81, 20, 'Female', 76.82769136, 1.9643272715799136, 0.13211389492280934, 43, 19.910863298251538, 95.33333333333333, 'Low Risk'),
(74152, 91, 19, '02:45.9', 36.83342612137253, 99.11437254583595, 136, 83, 54, 'Female', 71.35006519575205, 1.8910661781560694, 0.077758236, 53, 19.95174656813117, 100.66666666666666, 'High Risk'),
(74153, 68, 17, '01:45.9', 37.40022127612321, 98.32675490623727, 129, 72, 72, 'Female', 67.56252109, 1.973850341189828, 0.071870051, 57, 17.341130430623664, 91, 'High Risk'),
(74154, 69, 17, '00:45.9', 37.23024065659847, 99.49229325393506, 136, 88, 47, 'Female', 90.79847965235533, 1.8599336631562509, 0.090001732, 48, 26.247241487142375, 104, 'Low Risk'),
(74155, 95, 18, '59:45.9', 36.50607060252105, 99.95784975043482, 128, 74, 24, 'Male', 73.30290657, 1.5001774196800852, 0.059743942, 54, 32.57136406431057, 92, 'High Risk'),
(74156, 69, 14, '58:45.9', 36.90846372, 98.84306878070969, 117, 73, 75, 'Male', 95.47381230169628, 1.993526778446446, 0.062385301, 44, 24.023712223199038, 87.66666666666667, 'Low Risk'),
(74157, 71, 12, '57:45.9', 36.78342797656586, 98.07756615690998, 115, 80, 82, 'Female', 83.44983383024413, 1.9384476739880416, 0.11329969256081086, 35, 22.208402081414892, 91.66666666666667, 'Low Risk'),
(74158, 86, 19, '56:45.9', 36.719654645127534, 95.93735586, 114, 70, 23, 'Female', 78.25133237996074, 1.504277178572957, 0.1063382271673041, 44, 34.580877327069864, 84.66666666666667, 'High Risk'),
(74159, 96, 14, '55:45.9', 37.04001541876928, 96.82835975795072, 110, 89, 43, 'Female', 89.12898316734424, 1.9035227783577555, 0.11995326517267205, 21, 24.598169829269477, 96, 'High Risk'),
(74160, 72, 15, '54:45.9', 36.08967766793807, 95.18886899048232, 128, 76, 78, 'Male', 64.06256034166388, 1.6581672069794489, 0.094257289, 52, 23.299556144401496, 93.33333333333333, 'Low Risk'),
(74161, 93, 18, '53:45.9', 36.80735415774879, 95.62272136627514, 111, 77, 46, 'Male', 62.88231553983518, 1.741701086861624, 0.13479593553006433, 34, 20.729139768050374, 88.33333333333333, 'High Risk'),
(74162, 94, 15, '52:45.9', 36.44278392898589, 97.93981352, 112, 72, 63, 'Male', 61.73474050663774, 1.814919465302937, 0.10221577936925996, 40, 18.74195582458922, 85.33333333333333, 'High Risk'),
(74163, 70, 16, '51:45.9', 36.474020890887296, 96.91530771908299, 121, 89, 81, 'Female', 59.12323514950552, 1.964367490888368, 0.076587463, 32, 15.321903179987054, 99.66666666666667, 'High Risk'),
(74164, 84, 17, '50:45.9', 36.01058611669762, 96.66434384493199, 110, 88, 85, 'Male', 60.07825374130541, 1.8124200182272439, 0.053234233, 22, 18.289405973791702, 95.33333333333333, 'High Risk'),
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(74167, 60, 15, '47:45.9', 37.43118639, 98.20521262320398, 137, 75, 76, 'Male', 62.48272149310913, 1.611120784445822, 0.14373670532837257, 62, 24.071532301499516, 95.66666666666666, 'Low Risk'),
(74168, 62, 14, '46:45.9', 36.42206345514369, 99.63612026101163, 119, 77, 38, 'Male', 71.88902088214647, 1.9948523967532497, 0.09502525, 42, 18.065127658703954, 91, 'High Risk'),
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(74173, 92, 13, '41:45.9', 37.38766326985794, 95.65848374238676, 118, 76, 80, 'Male', 91.31309707965029, 1.6343740756307414, 0.07562189, 42, 34.18457171936595, 90, 'High Risk'),
(74174, 85, 16, '40:45.9', 36.19720973741723, 99.09294176886279, 138, 88, 73, 'Male', 69.38106353301765, 1.853159953959622, 0.088464199, 50, 20.202966299414552, 104.66666666666666, 'Low Risk'),
(74175, 71, 15, '39:45.9', 36.42146387929802, 99.29995270704174, 111, 76, 46, 'Female', 78.88668858155152, 1.9187193465068615, 0.10754186742991043, 35, 21.427959504203272, 87.66666666666667, 'Low Risk'),
(74176, 75, 19, '38:45.9', 36.682399535444745, 96.33781619859171, 138, 70, 89, 'Male', 77.18639607502877, 1.5108903508113158, 0.10458081108926745, 68, 33.81231205489991, 92.66666666666666, 'High Risk'),
(74177, 97, 17, '37:45.9', 37.01832341872211, 97.99718910560901, 111, 78, 24, 'Male', 63.476236095726705, 1.7094355404819082, 0.12408807644198074, 33, 21.722295069564925, 89, 'High Risk'),
(74178, 68, 19, '36:45.9', 37.30434236, 99.29574977, 117, 77, 20, 'Female', 53.18811295926976, 1.989756293323174, 0.12996471672741305, 40, 13.43429276740841, 90.33333333333333, 'High Risk'),
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(74181, 73, 12, '33:45.9', 37.114468757623925, 95.19161706112982, 116, 70, 45, 'Male', 54.46246680644868, 1.9905748014061784, 0.1419562532980046, 46, 13.744859477857073, 85.33333333333333, 'High Risk'),
(74182, 93, 12, '32:45.9', 37.43411258848386, 97.92028836890952, 139, 72, 49, 'Female', 60.89513375, 1.8613412144864734, 0.063250592, 67, 17.57642726079323, 94.33333333333333, 'High Risk'),
(74183, 61, 13, '31:45.9', 36.31503067480074, 99.79865451059642, 121, 85, 84, 'Female', 81.92893379719979, 1.9495523349960506, 0.076994132, 36, 21.555966837611777, 97, 'Low Risk'),
(74184, 60, 12, '30:45.9', 36.31465982795409, 97.84225230667222, 128, 81, 60, 'Female', 92.50785596528645, 1.5091075370439508, 0.11517651359633396, 47, 40.61984288463178, 96.66666666666667, 'High Risk'),
(74185, 78, 19, '29:45.9', 36.81220487640614, 96.43641854428783, 125, 71, 63, 'Female', 53.72730451058001, 1.7737722168766088, 0.1063239553815539, 54, 17.076519420719084, 89, 'High Risk'),
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(74187, 78, 13, '27:45.9', 36.907864950559514, 98.56407899, 134, 84, 22, 'Male', 59.64557192492966, 1.996623754258735, 0.086580267, 50, 14.96186527744915, 100.66666666666666, 'High Risk'),
(74188, 61, 15, '26:45.9', 36.00526613450687, 99.54688809153885, 134, 86, 32, 'Female', 89.11622824946295, 1.816828863675046, 0.080128881, 48, 26.997823606006957, 102, 'Low Risk'),
(74189, 80, 14, '25:45.9', 36.93676577159242, 96.15947659905673, 117, 74, 77, 'Female', 52.42853971495878, 1.7461418759322007, 0.056973280385443914, 43, 17.195258384404475, 88.33333333333333, 'High Risk'),
(74190, 96, 13, '24:45.9', 36.15217038358705, 95.45190614982324, 136, 70, 41, 'Female', 87.51374251774078, 1.6953583356661355, 0.080200353, 66, 30.447612579064103, 92, 'High Risk'),
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(74199, 61, 18, '15:45.9', 36.28050903, 99.87872718524932, 119, 80, 33, 'Male', 67.64752706293717, 1.6083266872409094, 0.091004388, 39, 26.15190852, 93, 'Low Risk'),
(74200, 62, 16, '14:45.9', 36.32553798483279, 97.96543280247889, 128, 73, 69, 'Male', 56.55401060791477, 1.9496147234569463, 0.14569183136560693, 55, 14.87872843052186, 91.33333333333333, 'High Risk'),
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(74204, 88, 14, '10:45.9', 37.174070703830346, 98.00376576460333, 110, 81, 70, 'Male', 96.13576808022384, 1.9079157021308029, 0.061072618, 29, 26.409892652278526, 90.66666666666667, 'Low Risk'),
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(74388, 70, 18, '06:45.9', 36.944870862842826, 95.87501871935211, 134, 79, 20, 'Male', 60.16958477857489, 1.5646671393949414, 0.12075207677697543, 55, 24.577238899097427, 97.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(74390, 63, 12, '04:45.9', 36.086685860637346, 97.00527567855285, 132, 76, 55, 'Female', 61.28927168219618, 1.9687399762153843, 0.07056981, 56, 15.812762229264838, 94.66666666666666, 'High Risk'),
(74391, 77, 19, '03:45.9', 36.90613611, 97.91720014936669, 118, 72, 39, 'Male', 91.10830251525819, 1.8205354050141251, 0.074637772, 46, 27.48904780154324, 87.33333333333333, 'Low Risk'),
(74392, 70, 15, '02:45.9', 36.08652248937225, 95.73663246816918, 123, 85, 85, 'Male', 87.25667162463729, 1.783913912354228, 0.13926614137293433, 38, 27.41895242420311, 97.66666666666667, 'Low Risk'),
(74393, 90, 17, '01:45.9', 36.33788021176554, 98.33706620641802, 110, 70, 72, 'Male', 50.28673472261268, 1.7245339684180547, 0.098547533, 40, 16.908688760022944, 83.33333333333333, 'High Risk'),
(74394, 90, 19, '00:45.9', 37.200809878666284, 95.07029170421565, 130, 74, 63, 'Female', 78.61880285290624, 1.5672623695853831, 0.050095402, 56, 32.00685586101281, 92.66666666666666, 'High Risk'),
(74395, 80, 14, '59:45.9', 36.82647372926041, 96.7419625, 111, 74, 30, 'Male', 53.82776370314875, 1.7684301743431359, 0.083893618, 37, 17.211966974385703, 86.33333333333333, 'High Risk'),
(74396, 93, 18, '58:45.9', 37.29972822434487, 98.61225445489355, 136, 79, 56, 'Male', 66.91053551036475, 1.903379660843795, 0.072331845, 57, 18.469011737207705, 98, 'High Risk'),
(74397, 99, 14, '57:45.9', 36.39773026423984, 99.09881081290867, 132, 85, 61, 'Female', 71.49275732433344, 1.8968575744172802, 0.071193095, 47, 19.86975906444761, 100.66666666666667, 'High Risk'),
(74398, 60, 14, '56:45.9', 37.45494941103766, 95.84720874637203, 116, 82, 22, 'Male', 82.39350634833531, 1.5173014487648255, 0.057269512541598566, 34, 35.78897333637861, 93.33333333333333, 'High Risk'),
(74399, 83, 12, '55:45.9', 36.808190765220026, 96.34217641433568, 119, 82, 67, 'Female', 50.654045597971134, 1.8679027942056106, 0.08746026, 37, 14.517959931332213, 94.33333333333333, 'High Risk'),
(74400, 67, 17, '54:45.9', 36.599911442078906, 97.51996289967248, 115, 75, 44, 'Male', 97.20909637695267, 1.8889590917692567, 0.082512559, 40, 27.243430969051868, 88.33333333333333, 'Low Risk'),
(74401, 95, 19, '53:45.9', 36.35591083884799, 95.28159623533944, 130, 82, 83, 'Male', 60.77022639924876, 1.7037345606946093, 0.14741305509011535, 48, 20.935675962573217, 98, 'High Risk'),
(74402, 85, 16, '52:45.9', 36.81282371232699, 95.09327965, 118, 83, 73, 'Male', 53.09971401423843, 1.7403298963450307, 0.098821208, 35, 17.531901438332966, 94.66666666666667, 'High Risk'),
(74403, 85, 13, '51:45.9', 37.22205549144888, 97.46151286059009, 135, 80, 46, 'Male', 71.22560973740772, 1.6581063606352646, 0.10453159743899218, 55, 25.906658790908768, 98.33333333333333, 'Low Risk'),
(74404, 63, 12, '50:45.9', 36.53600495598354, 98.29944829929055, 123, 85, 46, 'Female', 99.26088420574868, 1.8824690159790818, 0.097480648, 38, 28.010603500485693, 97.66666666666667, 'Low Risk'),
(74405, 90, 16, '49:45.9', 36.64849064628156, 99.11847827973874, 113, 81, 84, 'Female', 88.49253303863331, 1.914031234337318, 0.11916835579646975, 32, 24.155085857816797, 91.66666666666667, 'Low Risk'),
(74406, 64, 17, '48:45.9', 37.46571150966504, 98.82767591507748, 135, 81, 68, 'Female', 97.86107697, 1.6961518533554076, 0.11341600729212079, 54, 34.015787392456126, 99, 'High Risk'),
(74407, 96, 14, '47:45.9', 36.46387902760274, 97.39304343844279, 112, 87, 43, 'Female', 85.50925847164447, 1.6855560864414805, 0.13458343905101097, 25, 30.097243645602074, 95.33333333333333, 'High Risk'),
(74408, 61, 15, '46:45.9', 36.50119400555872, 98.43797898172313, 116, 78, 77, 'Male', 82.61434640445913, 1.9948040096420072, 0.14641166755039997, 38, 20.76132210038494, 90.66666666666667, 'Low Risk'),
(74409, 74, 17, '45:45.9', 37.14497358523147, 97.85186541296348, 111, 71, 48, 'Male', 79.37779054962483, 1.717531536075438, 0.08455676, 40, 26.90850479447427, 84.33333333333333, 'Low Risk'),
(74410, 98, 19, '44:45.9', 37.298434601891216, 99.14876553801615, 125, 70, 72, 'Female', 57.620462229864195, 1.5229515993337357, 0.12857497114555216, 55, 24.843028364948534, 88.33333333333333, 'High Risk'),
(74411, 99, 13, '43:45.9', 36.04525404460006, 95.71364756, 120, 70, 33, 'Female', 91.66546910764708, 1.5500620203156568, 0.10695424373201068, 50, 38.151148348587675, 86.66666666666666, 'High Risk'),
(74412, 69, 19, '42:45.9', 37.40895482, 97.67312977609323, 137, 81, 69, 'Female', 87.53529611423363, 1.581303698139002, 0.058396949, 56, 35.00681762337561, 99.66666666666666, 'High Risk'),
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(74415, 99, 18, '39:45.9', 37.49002824167162, 98.39570774407865, 121, 75, 35, 'Male', 97.82830664977237, 1.7816852064403954, 0.10582138547383116, 46, 30.81786782559762, 90.33333333333333, 'High Risk'),
(74416, 82, 14, '38:45.9', 36.752296622932896, 97.10023566, 119, 74, 71, 'Female', 56.16617922284608, 1.7709996707915021, 0.11387344529464458, 45, 17.90762208, 89, 'High Risk'),
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(74418, 75, 15, '36:45.9', 37.01144136747769, 97.45690679369014, 117, 84, 81, 'Male', 50.125960350869455, 1.8569144866025356, 0.1107555555822458, 33, 14.53713747609482, 95, 'High Risk'),
(74419, 67, 13, '35:45.9', 37.36818136977416, 99.11301575082297, 136, 73, 40, 'Male', 99.10250853955804, 1.7159821106105733, 0.14390949942175957, 63, 33.65573936972692, 94, 'High Risk'),
(74420, 67, 18, '34:45.9', 36.97710791, 98.60946076291829, 121, 78, 69, 'Male', 92.04915616, 1.7416739730405526, 0.12050592897908753, 43, 30.34492634262127, 92.33333333333333, 'High Risk'),
(74421, 91, 17, '33:45.9', 36.83329519924077, 98.70663869970933, 134, 87, 81, 'Male', 96.69835147201366, 1.741107958498132, 0.052765497618231176, 47, 31.898309599490027, 102.66666666666667, 'High Risk'),
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(74424, 67, 13, '30:45.9', 37.44562478691744, 96.56714312182015, 131, 87, 59, 'Female', 66.02193284323549, 1.844339131, 0.14964169207027694, 44, 19.409157002765255, 101.66666666666667, 'Low Risk'),
(74425, 70, 19, '29:45.9', 36.700160219232444, 95.34584484968634, 113, 72, 38, 'Male', 69.84821196147932, 1.7462013993301042, 0.14886675228786786, 41, 22.906916318704642, 85.66666666666667, 'Low Risk'),
(74426, 98, 17, '28:45.9', 37.37229828611995, 98.02417011403107, 132, 75, 80, 'Female', 60.00484130682607, 1.9851247499291123, 0.052537875, 57, 15.226871524295813, 94, 'High Risk'),
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(74431, 94, 17, '23:45.9', 36.408490914921934, 99.95790153322316, 132, 70, 21, 'Female', 90.10832718125934, 1.7187730706975912, 0.1417359355285197, 62, 30.50196693790376, 90.66666666666666, 'High Risk'),
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(74433, 82, 19, '21:45.9', 37.161935103656205, 97.87482004695893, 132, 80, 51, 'Female', 72.90659953344701, 1.7509581524147377, 0.087527736, 52, 23.780189401227194, 97.33333333333333, 'Low Risk'),
(74434, 83, 19, '20:45.9', 37.23868839286677, 99.28843018587298, 113, 72, 22, 'Female', 59.63843584461115, 1.513134010769495, 0.14443374353292135, 41, 26.047824582570737, 85.66666666666667, 'Low Risk'),
(74435, 92, 12, '19:45.9', 37.30724872336527, 97.84599687446402, 138, 73, 29, 'Female', 56.776415260472994, 1.7853090749138407, 0.1340603361696842, 65, 17.81316716670549, 94.66666666666666, 'High Risk'),
(74436, 82, 13, '18:45.9', 37.06868771, 99.80964874965154, 133, 78, 28, 'Male', 60.07331706641611, 1.6765914144688805, 0.052315731645647415, 55, 21.37111283333862, 96.33333333333333, 'Low Risk'),
(74437, 79, 15, '17:45.9', 36.81801631051741, 99.59521156589766, 136, 76, 57, 'Male', 59.31631344886944, 1.7207196246453016, 0.11191245978206285, 60, 20.033366110296825, 96, 'Low Risk'),
(74438, 90, 14, '16:45.9', 37.41325637157358, 96.12960686999679, 138, 71, 56, 'Female', 96.89273064435929, 1.9567283955615706, 0.13319504667129242, 67, 25.306384397077007, 93.33333333333333, 'Low Risk'),
(74439, 97, 12, '15:45.9', 37.45508413, 96.71247130941036, 128, 79, 33, 'Female', 82.78915539189748, 1.6757662972623788, 0.069912342, 49, 29.481294460984312, 95.33333333333333, 'High Risk'),
(74440, 72, 19, '14:45.9', 37.484168541652664, 99.57233445097062, 123, 80, 29, 'Male', 55.64576515022503, 1.9426725279522312, 0.061758409, 43, 14.744597482339964, 94.33333333333333, 'High Risk'),
(74441, 73, 14, '13:45.9', 37.03084234670138, 96.40676918045264, 132, 70, 31, 'Female', 65.69332165188267, 1.5389367868734654, 0.14695867442751076, 62, 27.73828840019305, 90.66666666666666, 'Low Risk'),
(74442, 94, 12, '12:45.9', 36.42243344109441, 99.39389337475178, 137, 78, 49, 'Female', 84.19249694, 1.7021031786450553, 0.11334116066103452, 59, 29.06040243992582, 97.66666666666666, 'High Risk'),
(74443, 66, 19, '11:45.9', 37.267413025502485, 99.16408120240536, 122, 70, 21, 'Female', 62.97717445416423, 1.9773566964120528, 0.075062593, 52, 16.10694343892447, 87.33333333333333, 'High Risk'),
(74444, 99, 13, '10:45.9', 37.48774080222264, 99.33898216692822, 135, 86, 59, 'Female', 82.38068652835787, 1.9238340526141826, 0.13887957003247065, 49, 22.258207746730918, 102.33333333333333, 'High Risk'),
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(74446, 66, 16, '08:45.9', 36.811364901738585, 95.16771206, 127, 80, 32, 'Male', 87.03892011316341, 1.6486572956434284, 0.088112857, 47, 32.022314356236244, 95.66666666666667, 'High Risk'),
(74447, 98, 14, '07:45.9', 36.69598022, 97.35485077660599, 112, 76, 36, 'Female', 53.10270091218756, 1.5197941743067644, 0.072580571, 36, 22.990428186247623, 88, 'High Risk'),
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(74451, 95, 19, '03:45.9', 37.37800873860434, 97.68054985136027, 134, 78, 21, 'Male', 96.61998585794817, 1.9074599629924842, 0.081900868, 56, 26.55559933945141, 96.66666666666666, 'High Risk'),
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(74455, 75, 18, '59:45.9', 36.91577915179868, 97.95508701562272, 118, 89, 45, 'Female', 51.09987361319875, 1.5629817695039294, 0.07303141, 29, 20.91760708790853, 98.66666666666667, 'Low Risk'),
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(74648, 76, 18, '46:45.9', 36.266027608334554, 95.80353452167608, 135, 84, 62, 'Female', 83.97977814004355, 1.7710994945304543, 0.089747695, 51, 26.772492449545144, 101, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(74652, 89, 15, '42:45.9', 36.578988482953285, 97.31805342636916, 123, 89, 57, 'Female', 69.51341641828171, 1.574291497161576, 0.064471003, 34, 28.04776977621979, 100.33333333333333, 'Low Risk'),
(74653, 83, 17, '41:45.9', 36.77802040936376, 96.65155857605993, 137, 87, 53, 'Male', 51.61026606303663, 1.733566089652922, 0.068540711, 50, 17.173360698858577, 103.66666666666666, 'High Risk'),
(74654, 68, 19, '40:45.9', 37.198533339030334, 98.00872928098097, 131, 70, 20, 'Female', 59.26105975996745, 1.7382043118004622, 0.1206715030510752, 61, 19.614072120422612, 90.33333333333333, 'Low Risk'),
(74655, 74, 19, '39:45.9', 36.906168727561734, 99.86329211951514, 134, 76, 41, 'Female', 90.05634619691473, 1.9124396603723801, 0.088995515, 58, 24.62287948603457, 95.33333333333333, 'Low Risk'),
(74656, 88, 18, '38:45.9', 36.56721251198666, 97.19524052471104, 116, 80, 65, 'Male', 84.02099428087533, 1.9570023065686564, 0.091255734, 36, 21.93840964037406, 92, 'Low Risk'),
(74657, 91, 19, '37:45.9', 37.40370724789889, 98.14794206432616, 117, 87, 26, 'Male', 63.73006102332707, 1.7872185317975071, 0.062230335, 30, 19.952118535187143, 97, 'High Risk'),
(74658, 64, 16, '36:45.9', 37.27717182, 95.36626498839797, 134, 80, 21, 'Male', 68.63531527680053, 1.981473423, 0.11026147162843836, 54, 17.481195492147382, 98, 'High Risk'),
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(74660, 86, 15, '34:45.9', 36.006058144372446, 97.68397819, 117, 72, 76, 'Male', 94.56232774798735, 1.9522970855870223, 0.096963873, 45, 24.80997589670795, 87, 'Low Risk'),
(74661, 97, 14, '33:45.9', 37.075917633385146, 97.78917041715322, 115, 79, 29, 'Female', 87.16987708760621, 1.6855990568800427, 0.14552738898661438, 36, 30.680177960129463, 91, 'High Risk'),
(74662, 97, 14, '32:45.9', 36.20697552394577, 97.40405435360037, 115, 83, 66, 'Female', 92.16348323385577, 1.9645688268733845, 0.11654782031420687, 32, 23.87945348338883, 93.66666666666667, 'High Risk'),
(74663, 78, 19, '31:45.9', 36.60969302185618, 96.53560054835805, 117, 89, 45, 'Female', 83.40528262, 1.568908214683416, 0.074648018, 28, 33.88429736813767, 98.33333333333333, 'High Risk'),
(74664, 70, 19, '30:45.9', 37.14423793, 97.13291117350566, 135, 86, 51, 'Male', 72.76541613170481, 1.7904688761810887, 0.14136310424987775, 49, 22.698202449117098, 102.33333333333333, 'Low Risk'),
(74665, 61, 14, '29:45.9', 37.168001993377956, 95.43424748897338, 138, 78, 44, 'Male', 96.36777405, 1.9343081758856266, 0.083801584, 60, 25.756123127004553, 98, 'Low Risk'),
(74666, 86, 12, '28:45.9', 36.537099694131406, 95.47965169830296, 133, 87, 19, 'Male', 63.91291051, 1.846051621060898, 0.072954721, 46, 18.754302345044355, 102.33333333333333, 'Low Risk'),
(74667, 93, 13, '27:45.9', 36.46891060735138, 99.61464337253766, 123, 83, 51, 'Female', 82.26442998275742, 1.8792045859449726, 0.12645064802186975, 40, 23.295067090808423, 96.33333333333333, 'High Risk'),
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(74669, 78, 16, '25:45.9', 37.38395465975039, 99.70005334, 134, 70, 21, 'Male', 86.30144064473342, 1.743459074314071, 0.1365707600655683, 64, 28.391904856444352, 91.33333333333333, 'Low Risk'),
(74670, 87, 17, '24:45.9', 37.480797263396504, 97.00413066045328, 120, 81, 83, 'Female', 89.12739926275852, 1.978749428446977, 0.10739108333100505, 39, 22.763006853280746, 94, 'Low Risk'),
(74671, 68, 12, '23:45.9', 36.255720845322756, 96.62992133047649, 134, 82, 87, 'Male', 99.49666763, 1.7789657092327293, 0.079706943, 52, 31.439337205633706, 99.33333333333333, 'High Risk'),
(74672, 76, 19, '22:45.9', 37.47679045578782, 96.23556216, 116, 76, 54, 'Male', 92.10893887622187, 1.5437461108662434, 0.099905403, 40, 38.65004697880496, 89.33333333333333, 'High Risk'),
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(74675, 80, 18, '19:45.9', 36.67762882597569, 97.69760306066131, 112, 79, 44, 'Female', 76.04956142615814, 1.708062209770897, 0.055558235, 33, 26.066897574562127, 90, 'Low Risk'),
(74676, 86, 19, '18:45.9', 36.38644380912682, 98.94787694594395, 129, 72, 59, 'Male', 62.32021692301956, 1.7449565838832959, 0.14711282434762274, 57, 20.467259917294044, 91, 'Low Risk'),
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(74678, 65, 15, '16:45.9', 36.661724945423245, 99.02345488381472, 118, 84, 37, 'Female', 76.37621834262303, 1.9231006568714657, 0.12623431004767116, 34, 20.65161968974909, 95.33333333333333, 'Low Risk'),
(74679, 89, 18, '15:45.9', 36.58810286804328, 99.32246259779822, 132, 73, 27, 'Male', 68.16073735580508, 1.9091168689942655, 0.13056849368921045, 59, 18.701190308985144, 92.66666666666666, 'Low Risk'),
(74680, 67, 16, '14:45.9', 37.23277163, 97.59324197714218, 124, 84, 53, 'Male', 55.31672532296819, 1.9432300346180675, 0.11544047448773402, 40, 14.649001851866906, 97.33333333333333, 'High Risk'),
(74681, 61, 19, '13:45.9', 37.17141382, 99.41231990249855, 110, 73, 50, 'Female', 73.07918573177133, 1.534855415287622, 0.097734166, 37, 31.02121173729985, 85.33333333333333, 'High Risk'),
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(74683, 78, 16, '11:45.9', 37.274194121731895, 97.94360623402834, 137, 89, 21, 'Male', 70.98412352109025, 1.9157425899785285, 0.13078589752958367, 48, 19.341355855142133, 105, 'Low Risk'),
(74684, 87, 16, '10:45.9', 36.02234946482563, 97.97555428345474, 115, 88, 23, 'Female', 53.670752743518726, 1.9259234044060058, 0.13146646009944524, 27, 14.469704586412226, 97, 'High Risk'),
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(74696, 67, 17, '58:45.9', 37.39417930090046, 96.60613473, 113, 79, 33, 'Female', 93.73442551208177, 1.7027901729622297, 0.12436125659868259, 34, 32.32785218709623, 90.33333333333333, 'High Risk'),
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(74908, 82, 19, '26:45.9', 36.59177349467895, 95.30174054, 120, 71, 57, 'Female', 52.36131038058744, 1.7617098819392245, 0.059316125, 49, 16.871034972965795, 87.33333333333333, 'High Risk'),
(74909, 63, 14, '25:45.9', 36.873655044259095, 97.45462599163797, 119, 78, 40, 'Female', 99.79173293528055, 1.5476693343301067, 0.11356088947316298, 41, 41.66181723472513, 91.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(74911, 65, 14, '23:45.9', 36.607286906355796, 95.22545615112993, 135, 78, 23, 'Female', 97.89259023419766, 1.8572378966017964, 0.06105771, 57, 28.380153918584327, 97, 'Low Risk'),
(74912, 64, 19, '22:45.9', 36.082864162075886, 98.96860870306132, 126, 88, 44, 'Male', 51.6079168, 1.7214106884158684, 0.063798733, 38, 17.41595678220731, 100.66666666666667, 'High Risk'),
(74913, 77, 17, '21:45.9', 36.861506721522204, 95.21200213610392, 115, 83, 54, 'Male', 89.04284018416726, 1.7043192638042022, 0.079444544, 32, 30.654701991938555, 93.66666666666667, 'High Risk'),
(74914, 78, 15, '20:45.9', 36.85400267460595, 95.02613497638333, 120, 83, 77, 'Male', 92.22332669838605, 1.9016945368746243, 0.087685748, 37, 25.50112067, 95.33333333333333, 'Low Risk'),
(74915, 93, 15, '19:45.9', 36.63347591098207, 95.97945638268756, 116, 87, 73, 'Female', 67.81849075, 1.9719838588598473, 0.054648677, 29, 17.439796342085067, 96.66666666666667, 'High Risk'),
(74916, 87, 14, '18:45.9', 36.05271859178292, 97.45838017515173, 136, 75, 80, 'Female', 67.88275778, 1.7285079011486986, 0.089355306, 61, 22.72044009223014, 95.33333333333333, 'Low Risk'),
(74917, 65, 15, '17:45.9', 37.10887950362896, 99.31061982037701, 117, 84, 63, 'Male', 84.12219843119881, 1.731324026, 0.091808538, 33, 28.064279849365445, 95, 'Low Risk'),
(74918, 79, 16, '16:45.9', 37.11187197391282, 99.46571050982702, 116, 72, 24, 'Male', 82.09221356950742, 1.7977477699479154, 0.11776094035752077, 44, 25.400627694174947, 86.66666666666667, 'Low Risk'),
(74919, 76, 17, '15:45.9', 37.43731626232578, 97.54896417097564, 122, 88, 84, 'Female', 69.04415844711514, 1.9746769659022199, 0.10791573374934382, 34, 17.70658546548672, 99.33333333333333, 'High Risk'),
(74920, 61, 17, '14:45.9', 36.61952618187013, 96.05081239, 133, 82, 23, 'Male', 96.52655090391043, 1.7563934194228592, 0.082424873, 51, 31.289828705863293, 99, 'High Risk'),
(74921, 61, 19, '13:45.9', 37.216472875895505, 99.34544096180205, 117, 73, 86, 'Male', 87.69991735226203, 1.793741900069139, 0.13529189937203323, 44, 27.257076820739933, 87.66666666666667, 'Low Risk'),
(74922, 66, 17, '12:45.9', 37.30939395033374, 98.18756714883048, 132, 82, 40, 'Male', 56.214676310263116, 1.5648113501101433, 0.072129037, 50, 22.957560591382318, 98.66666666666666, 'Low Risk'),
(74923, 64, 18, '11:45.9', 36.40275511013874, 97.40195854953329, 131, 72, 69, 'Male', 78.10540632672185, 1.8504712751450954, 0.057401970222316294, 59, 22.809533342882784, 91.66666666666666, 'Low Risk'),
(74924, 82, 14, '10:45.9', 37.01065796180699, 96.46195126785477, 128, 74, 74, 'Female', 90.57438559697519, 1.5650492497978103, 0.084766352, 54, 36.978507569249935, 92, 'High Risk'),
(74925, 64, 17, '09:45.9', 36.01098885597144, 99.58676079472919, 117, 78, 53, 'Female', 61.36473489480659, 1.5394422031196338, 0.053302602, 39, 25.89357917862362, 91, 'Low Risk'),
(74926, 87, 13, '08:45.9', 37.10805598167896, 96.14311632972598, 134, 83, 83, 'Female', 87.07474622662127, 1.5147794493008002, 0.12998180455617026, 51, 37.94839464626766, 100, 'High Risk'),
(74927, 98, 15, '07:45.9', 37.17200900807461, 95.45470381137878, 119, 87, 49, 'Male', 56.56955133104732, 1.8767954496646224, 0.052488245, 32, 16.060122390443663, 97.66666666666667, 'High Risk'),
(74928, 72, 12, '06:45.9', 36.752239528163514, 98.99644973, 120, 72, 24, 'Male', 95.15750797, 1.9534394157988806, 0.062417464, 48, 24.936940381841666, 88, 'Low Risk'),
(74929, 61, 17, '05:45.9', 36.909818398566614, 97.25265893806589, 111, 82, 43, 'Female', 99.35051406530856, 1.6212484114353085, 0.14677605803543475, 29, 37.79818893303223, 91.66666666666667, 'High Risk'),
(74930, 90, 15, '04:45.9', 37.24366147, 97.27661834653352, 115, 84, 43, 'Male', 97.1081069, 1.7192004593432024, 0.14165828152497523, 31, 32.85507407668571, 94.33333333333333, 'High Risk'),
(74931, 75, 18, '03:45.9', 36.749689753965505, 97.59187298390485, 116, 86, 34, 'Female', 55.441503261788874, 1.6757266763117726, 0.061219011, 30, 19.743703966613015, 96, 'Low Risk'),
(74932, 81, 17, '02:45.9', 37.10037118338193, 97.98705121504265, 117, 88, 82, 'Female', 52.47718976639595, 1.5149818502840877, 0.096248905, 29, 22.864184183929748, 97.66666666666667, 'Low Risk'),
(74933, 95, 16, '01:45.9', 36.097668333261396, 95.62845533262369, 126, 79, 47, 'Female', 75.96701043738558, 1.9479315678946214, 0.091698003, 47, 20.020625606715207, 94.66666666666667, 'High Risk'),
(74934, 70, 15, '00:45.9', 37.10219123044674, 96.10679357845727, 127, 72, 47, 'Male', 71.39487074, 1.738970639306429, 0.070000865, 55, 23.609267491488534, 90.33333333333333, 'Low Risk'),
(74935, 60, 18, '59:45.9', 36.37717167013399, 95.17577665638245, 121, 78, 22, 'Male', 53.42025685608837, 1.5645430033039809, 0.1203772006114079, 43, 21.823829618227492, 92.33333333333333, 'Low Risk'),
(74936, 69, 15, '58:45.9', 36.68277347, 95.40321019240997, 136, 87, 70, 'Male', 76.08753248, 1.898320815522458, 0.062812568, 49, 21.11418295128765, 103.33333333333333, 'Low Risk'),
(74937, 61, 18, '57:45.9', 36.14053915525619, 98.53279932835248, 123, 82, 58, 'Female', 62.64763240770879, 1.5612851415767333, 0.084632606, 41, 25.700419332519832, 95.66666666666667, 'Low Risk'),
(74938, 95, 15, '56:45.9', 37.36419598252612, 99.09158511939704, 125, 85, 29, 'Female', 60.283895979860894, 1.6500913296650965, 0.064809082, 40, 22.140394104101375, 98.33333333333333, 'High Risk'),
(74939, 66, 17, '55:45.9', 36.92434670737658, 95.06209991112779, 128, 84, 43, 'Male', 73.77453378829057, 1.5657796161386375, 0.11679662799034311, 44, 30.091594701959117, 98.66666666666667, 'High Risk'),
(74940, 90, 12, '54:45.9', 36.64079471369238, 95.14901109147647, 129, 76, 23, 'Female', 93.77655430152001, 1.9514082490125169, 0.10376405267109473, 53, 24.626233786435844, 93.66666666666666, 'Low Risk'),
(74941, 77, 15, '53:45.9', 36.3785745, 99.29218551, 110, 75, 59, 'Female', 84.81700582252284, 1.8380517112375305, 0.13821335974430562, 35, 25.1054197, 86.66666666666667, 'Low Risk'),
(74942, 64, 14, '52:45.9', 36.71992536453398, 97.92229225401016, 116, 70, 56, 'Male', 66.13582958525562, 1.9425071267453784, 0.1262428605409719, 46, 17.52716051149039, 85.33333333333333, 'High Risk'),
(74943, 73, 17, '51:45.9', 36.61325486310043, 95.56230402742452, 110, 87, 55, 'Female', 50.15334808555839, 1.8149302327126835, 0.14472005281964245, 23, 15.225797881061883, 94.66666666666667, 'High Risk'),
(74944, 79, 12, '50:45.9', 37.49213018569392, 96.12335269692974, 139, 87, 81, 'Male', 58.73664808270942, 1.5212814153774654, 0.12179223583505262, 52, 25.37990776827152, 104.33333333333333, 'Low Risk'),
(74945, 78, 15, '49:45.9', 37.48403047120181, 96.01368104213475, 123, 71, 24, 'Male', 68.52189846963113, 1.865586944830521, 0.095646629, 52, 19.687854863727427, 88.33333333333333, 'Low Risk'),
(74946, 69, 15, '48:45.9', 37.04535965179827, 96.98012113538016, 135, 83, 38, 'Male', 81.98475222922814, 1.6202922824408594, 0.084430215, 52, 31.228157540391123, 100.33333333333333, 'High Risk'),
(74947, 97, 16, '47:45.9', 36.44762792559995, 95.09358755697002, 121, 76, 56, 'Female', 60.90361083183261, 1.837464388, 0.089237309, 45, 18.038697687133848, 91, 'High Risk'),
(74948, 82, 16, '46:45.9', 37.34311055021914, 97.29945775642977, 115, 76, 55, 'Female', 72.06446005145571, 1.5703065150452797, 0.090885349, 39, 29.224848731561067, 89, 'Low Risk'),
(74949, 82, 18, '45:45.9', 36.56135876, 95.36865058639627, 133, 88, 81, 'Female', 74.0131613, 1.5688522462133923, 0.076483339, 45, 30.070792010680787, 103, 'High Risk'),
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(74951, 73, 16, '43:45.9', 36.45483398499265, 99.52388632, 138, 86, 64, 'Male', 50.49569667750677, 1.6519078954587323, 0.09970539, 52, 18.504728202868986, 103.33333333333333, 'Low Risk'),
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(74959, 73, 17, '35:45.9', 36.590859407046715, 95.29516461086835, 118, 70, 54, 'Female', 80.42483687363314, 1.6390422288650142, 0.12430922069266777, 48, 29.937112035011726, 86, 'Low Risk'),
(74960, 82, 18, '34:45.9', 37.42884088746974, 98.58503090506916, 138, 84, 37, 'Male', 83.66512485231581, 1.968528109194905, 0.084377036, 54, 21.590426538598884, 102, 'Low Risk'),
(74961, 73, 12, '33:45.9', 36.380289578835445, 96.62398039, 138, 83, 18, 'Male', 74.66847701985911, 1.5147886735686968, 0.10783418813365947, 55, 32.54117234709874, 101.33333333333333, 'High Risk'),
(74962, 68, 17, '32:45.9', 37.372289182478596, 96.43492299652952, 121, 79, 53, 'Male', 78.76847140512743, 1.797689651850851, 0.1334464400129956, 42, 24.37378526289399, 93, 'Low Risk'),
(74963, 97, 14, '31:45.9', 36.109435183108694, 98.97020836026948, 131, 86, 85, 'Male', 83.10341089072408, 1.8068623373686494, 0.12388431424403648, 45, 25.45474310460432, 101, 'High Risk'),
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(74965, 97, 14, '29:45.9', 37.36290362011796, 97.74336587122691, 134, 80, 29, 'Male', 90.34712244156071, 1.5305301934225728, 0.13843420738604123, 54, 38.568302234060766, 98, 'High Risk'),
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(74968, 63, 18, '26:45.9', 36.585122842559585, 97.69245632636004, 116, 86, 86, 'Male', 68.88922198, 1.9951334139628827, 0.088965377, 30, 17.30642623776102, 96, 'High Risk'),
(74969, 90, 15, '25:45.9', 36.74695531143718, 98.71564363113723, 114, 89, 86, 'Female', 99.93786367223584, 1.7041981344694372, 0.14479886533516206, 25, 34.41041341404934, 97.33333333333333, 'High Risk'),
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(74972, 64, 19, '22:45.9', 36.30582444155848, 98.37406912787762, 114, 82, 47, 'Male', 67.95849254909396, 1.9205099577779579, 0.099650663, 32, 18.425132098015723, 92.66666666666667, 'High Risk'),
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(74974, 92, 17, '20:45.9', 37.30271633798641, 99.71068219147547, 139, 87, 56, 'Male', 98.89559952329515, 1.879013034315924, 0.063909255, 52, 28.01027561, 104.33333333333333, 'High Risk'),
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(74977, 83, 14, '17:45.9', 36.975892019930974, 96.56387638577931, 116, 81, 34, 'Female', 87.12122228996937, 1.9780239834142261, 0.12047865740646187, 35, 22.266956139446595, 92.66666666666667, 'Low Risk'),
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(75170, 99, 16, '04:45.9', 36.72960321732227, 96.54667555, 130, 87, 89, 'Male', 86.99878046, 1.6342607733813739, 0.054619376978191025, 43, 32.57395196, 101.33333333333333, 'High Risk'),
(75171, 75, 19, '03:45.9', 36.34445289944493, 97.45346910016964, 133, 82, 38, 'Female', 85.12933253322993, 1.9548696752672066, 0.07586726, 51, 22.27632825449831, 99, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(75173, 73, 19, '01:45.9', 36.56708521731497, 96.39264317537001, 113, 86, 23, 'Male', 77.11280883206258, 1.6189700669164637, 0.058790445, 27, 29.420421077042153, 95, 'Low Risk'),
(75174, 77, 17, '00:45.9', 37.078959831390975, 97.27133882208562, 116, 82, 18, 'Male', 72.06280182, 1.8603479283617146, 0.076483034, 34, 20.82201685117454, 93.33333333333333, 'Low Risk'),
(75175, 66, 17, '59:45.9', 36.38927442781529, 96.23527126230553, 119, 88, 46, 'Female', 97.64364163428726, 1.9017540832679827, 0.13018521529810007, 31, 26.998227544863038, 98.33333333333333, 'Low Risk'),
(75176, 60, 18, '58:45.9', 36.024740231873515, 97.50881817, 132, 70, 43, 'Male', 56.534155352399395, 1.7614098745278022, 0.053312989, 62, 18.221748772126315, 90.66666666666666, 'High Risk'),
(75177, 84, 17, '57:45.9', 36.50915101498816, 96.75776464667139, 111, 70, 81, 'Male', 73.74973408, 1.7065691299758738, 0.13285264289797524, 41, 25.322856145210295, 83.66666666666667, 'Low Risk'),
(75178, 89, 19, '56:45.9', 37.10739951407031, 98.68746074575323, 129, 76, 55, 'Female', 72.14885504474994, 1.9308969800620015, 0.080105811, 53, 19.351348618213375, 93.66666666666666, 'Low Risk'),
(75179, 74, 15, '55:45.9', 37.44061316, 97.21897273885679, 112, 72, 78, 'Male', 92.19275777183971, 1.5878955675867932, 0.10757489070369103, 40, 36.56393543598118, 85.33333333333333, 'High Risk'),
(75180, 93, 12, '54:45.9', 36.10264651575942, 98.09577351872143, 111, 79, 19, 'Female', 63.44801931, 1.548097063808337, 0.081961485, 32, 26.47412988, 89.66666666666667, 'High Risk'),
(75181, 68, 12, '53:45.9', 36.86585391611451, 95.36641581192679, 112, 89, 38, 'Male', 74.47416639749969, 1.592668351898952, 0.14366447449409156, 23, 29.359925573355735, 96.66666666666667, 'Low Risk'),
(75182, 88, 16, '52:45.9', 36.84073151, 97.40335352609554, 124, 85, 70, 'Female', 74.97574404456377, 1.999170095564079, 0.0921805, 39, 18.75950137443607, 98, 'Low Risk'),
(75183, 87, 13, '51:45.9', 36.629598886698204, 98.29663440935714, 112, 78, 51, 'Female', 89.24419535, 1.6614796070860454, 0.12552050013897997, 34, 32.32882705126765, 89.33333333333333, 'High Risk'),
(75184, 68, 16, '50:45.9', 36.45882949561135, 97.56654979621736, 136, 80, 48, 'Male', 60.57656351110353, 1.6508985856156766, 0.10350913138460936, 56, 22.226129549851525, 98.66666666666666, 'Low Risk'),
(75185, 85, 13, '49:45.9', 37.493779165476916, 98.86010907375304, 116, 80, 44, 'Male', 96.37924988002197, 1.7504606691392386, 0.092985267, 36, 31.454213308126562, 92, 'High Risk'),
(75186, 74, 18, '48:45.9', 36.915239109823574, 96.03453948971458, 119, 78, 44, 'Male', 64.60460755269665, 1.7916927646263616, 0.13732662305090906, 41, 20.125024274797465, 91.66666666666667, 'Low Risk'),
(75187, 64, 14, '47:45.9', 36.16157852984742, 99.71732066746804, 121, 83, 33, 'Female', 88.42582780302249, 1.8256710412124961, 0.091386018, 38, 26.529806384891337, 95.66666666666667, 'Low Risk'),
(75188, 67, 19, '46:45.9', 36.66522658, 99.82878725664582, 121, 77, 42, 'Male', 56.99661334326033, 1.6622263557456385, 0.088766191, 44, 20.628551000740412, 91.66666666666667, 'Low Risk'),
(75189, 85, 18, '45:45.9', 36.21606068292835, 96.52681393116491, 113, 78, 56, 'Male', 87.51017765184116, 1.9185584297254736, 0.057742037903469046, 35, 23.77434196042476, 89.66666666666667, 'Low Risk'),
(75190, 67, 14, '44:45.9', 36.08012090846637, 98.17930607536427, 116, 84, 64, 'Male', 55.71956505998486, 1.9558773276084649, 0.14345685584628198, 32, 14.565469659726768, 94.66666666666667, 'High Risk'),
(75191, 89, 17, '43:45.9', 36.60317659914067, 95.40398534308946, 123, 79, 52, 'Female', 66.02366047, 1.8709398202645173, 0.10855817050421124, 44, 18.86166216725135, 93.66666666666667, 'Low Risk'),
(75192, 74, 19, '42:45.9', 37.04864356, 96.76286305690923, 138, 85, 51, 'Female', 74.47602785484274, 1.5909504390426472, 0.1456717038813245, 53, 29.424101097662554, 102.66666666666666, 'Low Risk'),
(75193, 77, 12, '41:45.9', 36.16245121141084, 96.29176182167093, 130, 82, 83, 'Male', 71.31680335, 1.605652787860958, 0.084216409, 48, 27.662319497782576, 98, 'Low Risk'),
(75194, 60, 14, '40:45.9', 37.26448784390432, 98.11894416670046, 124, 89, 50, 'Female', 64.74677095169287, 1.6156967505910167, 0.10472618182734511, 35, 24.80266863, 100.66666666666667, 'Low Risk'),
(75195, 91, 14, '39:45.9', 36.266201137425256, 96.49295270780893, 118, 70, 23, 'Male', 61.30815984473875, 1.8860431080084101, 0.13878129890198368, 48, 17.235149355999493, 86, 'High Risk'),
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(75198, 79, 17, '36:45.9', 36.7215064, 97.32677107429537, 114, 88, 85, 'Male', 61.83737478070091, 1.8715033920915691, 0.087224591, 26, 17.655084752657434, 96.66666666666667, 'High Risk'),
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(75200, 80, 14, '34:45.9', 36.79834969, 99.16344301433021, 120, 70, 80, 'Female', 59.04838740959678, 1.736722905743531, 0.086800382, 50, 19.57703770027945, 86.66666666666666, 'Low Risk'),
(75201, 91, 16, '33:45.9', 36.09123006892963, 97.58312462086191, 138, 82, 31, 'Male', 59.57670605769542, 1.7664556710500343, 0.11992913726960398, 56, 19.092860572580015, 100.66666666666666, 'High Risk'),
(75202, 77, 19, '32:45.9', 36.4700839, 95.63786382, 121, 88, 79, 'Male', 54.96233869887138, 1.921435695311026, 0.07664328, 33, 14.887216186028077, 99, 'High Risk'),
(75203, 69, 15, '31:45.9', 36.25538245674258, 97.16837984536312, 110, 75, 71, 'Female', 52.14120635974759, 1.6402081840321243, 0.12184021955195375, 35, 19.381309903268676, 86.66666666666667, 'Low Risk'),
(75204, 76, 19, '30:45.9', 36.345954391266645, 96.51758380583263, 127, 79, 35, 'Male', 90.19065921264547, 1.5428572077448324, 0.08593551, 48, 37.888733965128125, 95, 'High Risk'),
(75205, 97, 12, '29:45.9', 36.32979979772739, 99.60401073256972, 128, 88, 38, 'Female', 67.33170626522039, 1.5323855184766335, 0.13991357951190117, 40, 28.67368711353886, 101.33333333333333, 'High Risk'),
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(75217, 84, 18, '17:45.9', 36.84863787451311, 97.65171233265977, 115, 89, 45, 'Male', 90.96976665806596, 1.8760008851985597, 0.061007353, 26, 25.848241509058987, 97.66666666666667, 'Low Risk'),
(75218, 79, 16, '16:45.9', 36.14547983134112, 95.81705686568975, 125, 84, 59, 'Female', 94.76254056160417, 1.5267825376837973, 0.05543616, 41, 40.652038411812214, 97.66666666666667, 'High Risk'),
(75219, 78, 13, '15:45.9', 36.131566335137016, 99.31813460063826, 123, 86, 41, 'Female', 78.67153598790009, 1.6214214952253938, 0.061298707, 37, 29.924422446499435, 98.33333333333333, 'Low Risk'),
(75220, 76, 13, '14:45.9', 37.409141247238004, 97.17423391895029, 133, 83, 49, 'Female', 96.42251305259698, 1.7162501131377803, 0.14313083141420718, 50, 32.73537260186283, 99.66666666666666, 'High Risk'),
(75221, 83, 16, '13:45.9', 36.615888763681795, 96.41616222755492, 118, 83, 29, 'Female', 55.939333348256866, 1.7682326613330919, 0.069706919, 35, 17.891158777299587, 94.66666666666667, 'High Risk'),
(75222, 80, 13, '12:45.9', 37.302649235493476, 99.11971993, 120, 78, 89, 'Male', 64.33095869449198, 1.9673789523423844, 0.077663162, 42, 16.62049606428218, 92, 'High Risk'),
(75223, 93, 13, '11:45.9', 37.290269748447066, 99.50173950686373, 135, 86, 33, 'Female', 79.63764749349646, 1.8035165224241059, 0.07143745, 49, 24.48376327152462, 102.33333333333333, 'High Risk'),
(75224, 60, 18, '10:45.9', 36.30205758960529, 98.96997827511846, 111, 87, 83, 'Male', 62.89008928157352, 1.6901309891072136, 0.1080455146003633, 24, 22.016155387107318, 95, 'Low Risk'),
(75225, 68, 19, '09:45.9', 36.75919386461348, 96.26421681512537, 111, 89, 19, 'Male', 97.14151405858829, 1.6853721172229306, 0.12666571466549145, 22, 34.19898831311064, 96.33333333333333, 'High Risk'),
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(75227, 75, 16, '07:45.9', 36.05358499998007, 98.81896220339041, 114, 87, 41, 'Male', 84.84137803062399, 1.8175130016993597, 0.084133661, 27, 25.68340861467429, 96, 'Low Risk'),
(75228, 87, 18, '06:45.9', 36.715415363645896, 99.68675261203917, 126, 72, 59, 'Male', 65.86760369, 1.6828286834437294, 0.13367197630766903, 54, 23.259054271277105, 90, 'Low Risk'),
(75229, 96, 15, '05:45.9', 37.184715007640165, 96.15451430129953, 116, 77, 74, 'Male', 57.53347430189646, 1.7559290289890934, 0.060257827659480324, 39, 18.659787063743032, 90, 'High Risk'),
(75230, 73, 13, '04:45.9', 36.64118596090165, 98.08752981216705, 111, 72, 50, 'Male', 56.19474839248847, 1.7017017649041515, 0.1216076907548125, 39, 19.405678520611776, 85, 'Low Risk'),
(75231, 83, 15, '03:45.9', 36.53940518207089, 99.88519353, 111, 75, 88, 'Male', 92.05575767531653, 1.9319672759961821, 0.050819864, 36, 24.66331358721786, 87, 'Low Risk'),
(75232, 68, 18, '02:45.9', 36.486916354959014, 98.07619327177298, 126, 81, 23, 'Male', 50.773684025521874, 1.987983001178301, 0.057238123, 45, 12.84734370490457, 96, 'High Risk'),
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(75234, 83, 13, '00:45.9', 37.135602771627205, 98.62262320357358, 137, 71, 58, 'Male', 89.30565144536872, 1.9556195681622817, 0.13612644856692324, 66, 23.351253275870096, 93, 'Low Risk'),
(75235, 74, 16, '59:45.9', 37.31885330565743, 95.99189697675264, 139, 86, 25, 'Female', 60.793517111970644, 1.8786665965365104, 0.14820242577231058, 53, 17.224944946617757, 103.66666666666666, 'High Risk'),
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(75237, 91, 14, '57:45.9', 36.677509725330744, 99.02488637918837, 132, 78, 65, 'Female', 51.09506674554514, 1.583509580867779, 0.1446816997847516, 54, 20.376874940945356, 96, 'High Risk'),
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(75239, 79, 18, '55:45.9', 36.32899870032549, 97.80835506, 126, 71, 18, 'Male', 83.02262259799393, 1.7087842125647574, 0.12679483556543825, 55, 28.43295530250663, 89.33333333333333, 'Low Risk'),
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(75241, 67, 14, '53:45.9', 37.053267036234566, 95.58508141044874, 113, 83, 33, 'Male', 82.76904172335291, 1.8485563063358557, 0.066340985, 30, 24.22158506073484, 93, 'Low Risk'),
(75242, 70, 16, '52:45.9', 37.23083603731375, 96.43158537290367, 123, 87, 34, 'Male', 80.70223637491074, 1.758951671258401, 0.058661943237894455, 36, 26.084214073724407, 99, 'Low Risk'),
(75243, 93, 17, '51:45.9', 36.258670642543656, 99.13172048437902, 121, 73, 44, 'Male', 62.95675768890384, 1.6414364689182932, 0.079852043, 48, 23.366528597357654, 89, 'High Risk'),
(75244, 99, 13, '50:45.9', 36.78778382048132, 96.76064272245553, 112, 73, 48, 'Male', 99.32654164221381, 1.9298860697381552, 0.091717147, 39, 26.66870772779659, 86, 'High Risk'),
(75245, 78, 14, '49:45.9', 37.111479846014184, 97.62589658758438, 127, 83, 53, 'Male', 66.96473516668735, 1.8809135285444765, 0.069847798, 44, 18.92816423, 97.66666666666667, 'Low Risk'),
(75246, 76, 15, '48:45.9', 36.005007824719605, 98.41557691682459, 131, 86, 50, 'Female', 71.96025866787305, 1.6418174229048654, 0.11237176076403707, 45, 26.695803420230817, 101, 'Low Risk'),
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(75430, 92, 14, '44:45.9', 36.66503354878926, 95.70474488472607, 130, 78, 24, 'Female', 83.54111783, 1.946864101185999, 0.13489355853394497, 52, 22.040883948034196, 95.33333333333333, 'High Risk'),
(75431, 62, 13, '43:45.9', 36.196275659291906, 99.74740955860167, 117, 75, 48, 'Male', 69.93474065840498, 1.6869478506040851, 0.086042577, 42, 24.574780883044564, 89, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(75433, 73, 15, '41:45.9', 36.910173838008575, 97.75002661313125, 136, 79, 40, 'Male', 60.53479611082283, 1.651592410392255, 0.066433701, 57, 22.192147333952956, 98, 'Low Risk'),
(75434, 78, 18, '40:45.9', 37.42049539858734, 95.32035334239848, 121, 88, 73, 'Female', 94.2050036, 1.9069194495095867, 0.051837319, 33, 25.906531651290663, 99, 'Low Risk'),
(75435, 96, 17, '39:45.9', 37.40906779566016, 96.73450302, 121, 72, 47, 'Male', 66.93604762, 1.6437607773334326, 0.087820288, 49, 24.77324161522921, 88.33333333333333, 'High Risk'),
(75436, 88, 13, '38:45.9', 36.360984108044214, 99.42978258307191, 134, 75, 58, 'Male', 86.24041943, 1.5777304034965702, 0.13997029490046747, 59, 34.64537533959069, 94.66666666666666, 'High Risk'),
(75437, 65, 19, '37:45.9', 36.51473390781501, 98.80964624293408, 114, 84, 47, 'Female', 82.82166916676962, 1.6404054656926217, 0.12599215086274365, 30, 30.77808279630353, 94, 'High Risk'),
(75438, 68, 16, '36:45.9', 36.356755150684364, 97.77120341986273, 132, 80, 66, 'Female', 95.14808547861557, 1.6574379751984962, 0.060517518, 52, 34.63582077653916, 97.33333333333333, 'High Risk'),
(75439, 62, 16, '35:45.9', 37.29181087236148, 98.21671453084888, 138, 74, 86, 'Male', 51.87513347857183, 1.5773766035253893, 0.1383828907442935, 64, 20.849154012691614, 95.33333333333333, 'Low Risk'),
(75440, 86, 15, '34:45.9', 36.391433548053676, 98.42542360358455, 125, 72, 39, 'Male', 93.76385697711078, 1.9916750598435948, 0.10808126733715048, 53, 23.637334091884462, 89.66666666666666, 'Low Risk'),
(75441, 82, 14, '33:45.9', 36.00726244549857, 97.87028926396577, 130, 79, 55, 'Female', 81.25428585650572, 1.7446388910089956, 0.079886497, 51, 26.695322928441488, 96, 'Low Risk'),
(75442, 70, 13, '32:45.9', 36.754034764570555, 98.79913014, 139, 78, 78, 'Female', 51.22839135978176, 1.7196688692164523, 0.11666597150383307, 61, 17.322918409168537, 98.33333333333333, 'High Risk'),
(75443, 79, 17, '31:45.9', 37.02999968508088, 98.19759281417436, 110, 85, 61, 'Male', 82.61274827423863, 1.773782235039847, 0.12907082167992284, 25, 26.257082460281236, 93.33333333333333, 'Low Risk'),
(75444, 82, 17, '30:45.9', 36.21406878361328, 98.98919109, 138, 72, 21, 'Female', 98.15198621915428, 1.9019422981497995, 0.090271174, 66, 27.13341257202696, 94, 'Low Risk'),
(75445, 66, 17, '29:45.9', 36.01546765745449, 97.94169734959897, 116, 86, 21, 'Male', 81.59824017652487, 1.5329420505707374, 0.12081502818006101, 30, 34.72396558995139, 96, 'High Risk'),
(75446, 75, 12, '28:45.9', 36.61426267218806, 97.46390973019908, 116, 86, 38, 'Male', 96.45415335, 1.9068465407422643, 0.1383272934239344, 30, 26.52707997363426, 96, 'Low Risk'),
(75447, 61, 12, '27:45.9', 37.14844362433343, 98.77400754372641, 134, 72, 59, 'Male', 54.96105456327414, 1.8410303561286616, 0.14478396783138114, 62, 16.215605052998015, 92.66666666666666, 'High Risk'),
(75448, 60, 13, '26:45.9', 36.266112368621776, 99.46617917026684, 138, 79, 36, 'Female', 95.16979685364066, 1.570553863698899, 0.14493831594763093, 59, 38.58277596531474, 98.66666666666666, 'High Risk'),
(75449, 63, 13, '25:45.9', 36.61238343000508, 97.20685623670671, 129, 85, 60, 'Female', 88.12410656234397, 1.965425045526115, 0.059539260224156676, 44, 22.812966093043098, 99.66666666666667, 'Low Risk'),
(75450, 62, 19, '24:45.9', 36.87642971557566, 95.04885989242855, 112, 77, 84, 'Female', 58.30420090534263, 1.6647612040030377, 0.1124145484774613, 35, 21.03758843519038, 88.66666666666667, 'Low Risk'),
(75451, 98, 15, '23:45.9', 36.006943965429116, 97.93499089984878, 139, 87, 55, 'Male', 67.65981061026022, 1.6127210810455412, 0.06632806, 52, 26.014306445158578, 104.33333333333333, 'High Risk'),
(75452, 87, 13, '22:45.9', 36.88542471888688, 96.70673705940013, 131, 74, 87, 'Female', 61.794639667276215, 1.8339794537444996, 0.13561429393275082, 57, 18.372229942984852, 93, 'High Risk'),
(75453, 74, 17, '21:45.9', 36.48757439758866, 98.73218527, 126, 72, 81, 'Male', 88.34104995155475, 1.9305931504737255, 0.063197379, 54, 23.701783923481717, 90, 'Low Risk'),
(75454, 97, 18, '20:45.9', 36.516171266784184, 96.67565158360107, 129, 72, 48, 'Female', 81.69964782719522, 1.5485076285786121, 0.087203879, 57, 34.07167512417254, 91, 'High Risk'),
(75455, 86, 13, '19:45.9', 36.219587277574526, 95.16629975739353, 114, 79, 74, 'Male', 93.54728231993937, 1.9602510947365286, 0.063115928, 35, 24.344887110269475, 90.66666666666667, 'Low Risk'),
(75456, 64, 13, '18:45.9', 36.05251918, 95.88860373009915, 114, 76, 26, 'Male', 79.55170439397627, 1.5141865284484872, 0.13570729563982464, 38, 34.696904668061656, 88.66666666666667, 'High Risk'),
(75457, 91, 18, '17:45.9', 36.87669313860841, 99.17745598867592, 118, 87, 50, 'Female', 76.83202086252228, 1.9607775316714446, 0.14991833265575638, 31, 19.984146870338375, 97.33333333333333, 'High Risk'),
(75458, 62, 17, '16:45.9', 37.48881122802361, 95.92969618649612, 125, 70, 30, 'Male', 57.237453038063975, 1.5841070354686866, 0.10340032094305288, 55, 22.809263093778227, 88.33333333333333, 'Low Risk'),
(75459, 81, 19, '15:45.9', 37.34682248178369, 95.16109678382317, 119, 76, 26, 'Male', 51.49683073074516, 1.8004065458466316, 0.147381622, 43, 15.886906353119612, 90.33333333333333, 'High Risk'),
(75460, 61, 15, '14:45.9', 37.433665197795804, 95.97997335529058, 132, 86, 57, 'Female', 90.03235975, 1.7780973632371975, 0.11200111339045918, 46, 28.47656212353443, 101.33333333333333, 'Low Risk'),
(75461, 73, 12, '13:45.9', 36.59461412854474, 98.72905398746614, 131, 79, 64, 'Female', 70.71998528946322, 1.6017900939596748, 0.10372187999606122, 52, 27.563283667323752, 96.33333333333333, 'Low Risk'),
(75462, 81, 12, '12:45.9', 37.339839290666255, 97.80564952575197, 126, 80, 81, 'Male', 61.03195743, 1.7190045182605354, 0.14142099324230192, 46, 20.653956718810647, 95.33333333333333, 'Low Risk'),
(75463, 64, 16, '11:45.9', 36.49593873404944, 98.15391558, 111, 70, 76, 'Male', 54.42966113916548, 1.8252865468499724, 0.054497091043732016, 41, 16.337045733735103, 83.66666666666667, 'High Risk'),
(75464, 96, 12, '10:45.9', 36.66524366470259, 96.77575149582067, 116, 77, 61, 'Female', 64.80906387569186, 1.7821022427078907, 0.098195183, 39, 20.406593570792143, 90, 'High Risk'),
(75465, 93, 15, '09:45.9', 37.213390075697134, 96.58819862929774, 115, 80, 67, 'Female', 62.76022105392444, 1.6347171981362412, 0.055417244, 35, 23.485467046479712, 91.66666666666667, 'High Risk'),
(75466, 85, 16, '08:45.9', 36.01167221077964, 98.80342755771267, 125, 86, 46, 'Male', 68.95647, 1.7835654111203287, 0.094557723, 39, 21.67688822696869, 99, 'Low Risk'),
(75467, 92, 15, '07:45.9', 36.10957954503589, 95.69370372219542, 132, 89, 18, 'Male', 71.59725397743547, 1.9973642113835042, 0.085470745, 43, 17.946585730286714, 103.33333333333333, 'High Risk'),
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(75469, 83, 16, '05:45.9', 37.25322689458513, 99.94286741858593, 128, 89, 21, 'Male', 93.63986323, 1.9543809902512592, 0.064156943, 39, 24.515587837252735, 102, 'Low Risk'),
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(75476, 65, 17, '58:45.9', 37.00720572782674, 99.57797635621627, 120, 74, 86, 'Male', 58.57831006597401, 1.8334143013588673, 0.14466502364852146, 46, 17.42671822597224, 89.33333333333333, 'High Risk'),
(75477, 94, 18, '57:45.9', 36.590099644944715, 96.38986400932487, 126, 81, 18, 'Male', 77.17693329498803, 1.8840261053722271, 0.089967652, 45, 21.74271058931799, 96, 'High Risk'),
(75478, 80, 19, '56:45.9', 36.86804940286485, 97.30834520057917, 119, 87, 79, 'Female', 80.39731502766097, 1.9695891550619353, 0.085383042, 32, 20.724795629445076, 97.66666666666667, 'Low Risk'),
(75479, 75, 17, '55:45.9', 36.95089046689997, 95.10465822342012, 133, 80, 37, 'Female', 55.36616938098538, 1.6442936045523018, 0.0660985, 53, 20.477915273427698, 97.66666666666666, 'Low Risk'),
(75480, 76, 12, '54:45.9', 36.07763012275548, 98.87523005725684, 113, 73, 41, 'Male', 70.35239478231927, 1.712404903792369, 0.066225709, 40, 23.99197275818171, 86.33333333333333, 'Low Risk'),
(75481, 99, 15, '53:45.9', 36.07439167707528, 98.78575841404547, 116, 76, 45, 'Female', 67.15599421330467, 1.6625322770100162, 0.14333173752427297, 40, 24.29655009337717, 89.33333333333333, 'High Risk'),
(75482, 80, 14, '52:45.9', 37.17955614980396, 97.12800014182596, 128, 75, 78, 'Male', 71.20024019621731, 1.6916117983439451, 0.072664103, 53, 24.881699898709552, 92.66666666666666, 'Low Risk'),
(75483, 95, 16, '51:45.9', 36.76507792921634, 95.41939770742668, 133, 75, 20, 'Male', 71.81742241744307, 1.5794178063188724, 0.086510504, 58, 28.789608165182244, 94.33333333333333, 'High Risk'),
(75484, 75, 14, '50:45.9', 36.86665915, 97.31667760766766, 126, 79, 20, 'Female', 74.38655734745787, 1.639107617419679, 0.12242757978676218, 47, 27.687230902440156, 94.66666666666667, 'Low Risk'),
(75485, 76, 12, '49:45.9', 37.432671358630294, 97.09503347097996, 110, 70, 81, 'Male', 75.59314510305101, 1.5223123047550389, 0.05113516, 40, 32.61931970183356, 83.33333333333333, 'High Risk'),
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(75490, 60, 17, '44:45.9', 37.211960656420224, 98.11785424223375, 127, 84, 46, 'Male', 90.31455073724206, 1.5885933456645889, 0.056185288, 43, 35.78757308, 98.33333333333333, 'High Risk'),
(75491, 89, 16, '43:45.9', 36.52870879615258, 99.50398152207956, 133, 79, 41, 'Male', 98.39906606737223, 1.8052180020547597, 0.10262885779074635, 54, 30.194765765036234, 97, 'High Risk'),
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(75494, 89, 15, '40:45.9', 36.45440167507682, 96.57519126581853, 116, 75, 78, 'Male', 91.49981169, 1.6354051280515571, 0.071819941, 41, 34.21129310846814, 88.66666666666667, 'High Risk'),
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(75691, 61, 14, '23:45.9', 37.216533753320014, 99.13602888046591, 111, 73, 76, 'Female', 55.13459702731817, 1.7382804786191848, 0.075160277, 38, 18.246707020154055, 85.66666666666667, 'High Risk'),
(75692, 74, 17, '22:45.9', 37.49381170583683, 97.75641761924206, 133, 85, 45, 'Male', 52.24223209066757, 1.921976246644693, 0.11476442858191994, 48, 14.142483875071703, 101, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(75695, 86, 18, '19:45.9', 37.18590908061537, 98.96296741, 110, 79, 66, 'Male', 88.35968414189855, 1.5426206390340849, 0.057357126, 31, 37.13093450197009, 89.33333333333333, 'High Risk'),
(75696, 96, 18, '18:45.9', 36.36296089178304, 98.72661213004174, 136, 74, 23, 'Female', 50.51146665897039, 1.8517689725642104, 0.13753689336541997, 62, 14.730462166478613, 94.66666666666666, 'High Risk'),
(75697, 63, 17, '17:45.9', 37.39274343707585, 99.34848806, 120, 85, 40, 'Female', 97.81657779995415, 1.9754216227464882, 0.07401838, 35, 25.066451511944795, 96.66666666666667, 'Low Risk'),
(75698, 89, 19, '16:45.9', 37.18813313852126, 95.76506438967886, 136, 81, 77, 'Female', 79.57338277724125, 1.903395506228963, 0.060923796691935386, 55, 21.96391435862828, 99.33333333333333, 'Low Risk'),
(75699, 62, 19, '15:45.9', 37.47108470906756, 99.19256121238524, 133, 74, 77, 'Female', 72.38486737577963, 1.9862906344751863, 0.073460229, 59, 18.346878853539415, 93.66666666666666, 'High Risk'),
(75700, 69, 18, '14:45.9', 36.44009199420389, 97.65510949493779, 131, 86, 55, 'Female', 61.42983986883638, 1.8505198796480604, 0.12534591109536075, 45, 17.93873743689615, 101, 'High Risk'),
(75701, 97, 12, '13:45.9', 36.84102516115649, 97.29235722, 123, 88, 30, 'Female', 70.39864207, 1.5875780475397634, 0.1485401257346471, 35, 27.93149053664711, 99.66666666666667, 'High Risk'),
(75702, 88, 17, '12:45.9', 36.59622043307815, 99.56641047714997, 139, 87, 52, 'Female', 57.71020819163177, 1.9196441997763283, 0.096601844, 52, 15.66069959795366, 104.33333333333333, 'High Risk'),
(75703, 93, 12, '11:45.9', 37.054590705810476, 97.87197567966633, 113, 73, 31, 'Male', 82.27503728330014, 1.7594631323386853, 0.11138041370500616, 40, 26.57710949058415, 86.33333333333333, 'High Risk'),
(75704, 82, 19, '10:45.9', 36.57331721226447, 98.56115925362799, 113, 84, 35, 'Female', 59.45793146727688, 1.7057340276316737, 0.076628188, 29, 20.435589469241652, 93.66666666666667, 'Low Risk'),
(75705, 65, 13, '09:45.9', 36.32708651460635, 97.84423881503018, 137, 70, 63, 'Male', 90.30880344492084, 1.9956465186732784, 0.12303257611538039, 67, 22.675812143433713, 92.33333333333333, 'Low Risk'),
(75706, 67, 15, '08:45.9', 37.324865408132325, 99.42338673522528, 125, 89, 35, 'Female', 64.05290212579251, 1.585085402521453, 0.070131106, 36, 25.493735681694034, 101, 'Low Risk'),
(75707, 93, 17, '07:45.9', 36.44898867869709, 99.27257484503112, 120, 72, 88, 'Female', 93.91202776464254, 1.5121135187650034, 0.097573953, 48, 41.07262175748709, 88, 'High Risk'),
(75708, 79, 13, '06:45.9', 37.12924689546446, 96.71736764514934, 134, 78, 33, 'Male', 67.16478065431608, 1.5800488944288966, 0.14452657974139238, 56, 26.902989867814618, 96.66666666666666, 'Low Risk'),
(75709, 64, 16, '05:45.9', 36.529001618195885, 99.97141972958026, 126, 88, 68, 'Male', 93.51540278630151, 1.8872685063839207, 0.078100936, 38, 26.255226143944533, 100.66666666666667, 'Low Risk'),
(75710, 91, 15, '04:45.9', 36.26837379385944, 95.53490215, 133, 78, 19, 'Female', 81.74089547790174, 1.994638323657333, 0.076814893, 55, 20.545233103362154, 96.33333333333333, 'High Risk'),
(75711, 97, 18, '03:45.9', 37.070415140921014, 96.50377580217008, 132, 84, 58, 'Female', 81.90366588407977, 1.9171924167154002, 0.10078124483814238, 48, 22.282911506409313, 100, 'High Risk'),
(75712, 85, 16, '02:45.9', 36.66079879820902, 95.63572808680536, 112, 71, 37, 'Female', 83.73453370283578, 1.9134063618350619, 0.10593361308177274, 41, 22.87126463, 84.66666666666667, 'Low Risk'),
(75713, 65, 18, '01:45.9', 36.55819686, 97.28271380470697, 135, 80, 35, 'Male', 82.74605701072653, 1.8607835191987856, 0.097468784, 55, 23.897672562933508, 98.33333333333333, 'Low Risk'),
(75714, 89, 18, '00:45.9', 37.475890479779466, 98.89633652785739, 130, 70, 70, 'Male', 74.08746267784097, 1.686513068060205, 0.077896085, 60, 26.047455219639613, 90, 'Low Risk'),
(75715, 69, 19, '59:45.9', 36.05906873895608, 96.42431962522578, 116, 78, 24, 'Female', 69.21767813436497, 1.8835265481516787, 0.092681362, 38, 19.510730729490593, 90.66666666666667, 'Low Risk'),
(75716, 96, 19, '58:45.9', 37.42582576539048, 98.06299034456028, 126, 78, 45, 'Male', 77.24707209094714, 1.5126120274584642, 0.13779973100679233, 48, 33.76190383930411, 94, 'High Risk'),
(75717, 65, 17, '57:45.9', 37.14862490901082, 99.05016419566878, 128, 86, 52, 'Female', 92.42778515214168, 1.9592270843466477, 0.056444178, 42, 24.078697707427427, 100, 'Low Risk'),
(75718, 86, 19, '56:45.9', 36.85866471922114, 95.72215570322247, 111, 79, 26, 'Female', 54.68908747009997, 1.6635920017789803, 0.10479247965841036, 32, 19.760914063594992, 89.66666666666667, 'Low Risk'),
(75719, 96, 13, '55:45.9', 37.11969595245317, 95.47631514486413, 121, 76, 32, 'Male', 89.86980571464738, 1.7827702076027634, 0.096863791, 45, 28.276331669212396, 91, 'High Risk'),
(75720, 98, 12, '54:45.9', 37.40926808127135, 98.63300070729701, 114, 72, 68, 'Male', 90.97295192379116, 1.8966817708968662, 0.1416037159638819, 42, 25.288516128438914, 86, 'High Risk'),
(75721, 91, 12, '53:45.9', 36.59716745, 95.12073323513478, 134, 82, 43, 'Male', 65.97974786778403, 1.910124357671394, 0.1331240183965946, 52, 18.08370302125124, 99.33333333333333, 'High Risk'),
(75722, 71, 17, '52:45.9', 36.119875808367205, 95.25940320851095, 116, 80, 18, 'Male', 58.14540402007478, 1.5784211732137827, 0.14670813786372605, 36, 23.33832033612639, 92, 'Low Risk'),
(75723, 82, 16, '51:45.9', 36.868627928012906, 98.67847073, 114, 81, 43, 'Female', 90.01237123679093, 1.8285514450801856, 0.14607072520124764, 33, 26.920792203085878, 92, 'Low Risk'),
(75724, 78, 15, '50:45.9', 36.77869794745011, 97.35651786906057, 120, 74, 80, 'Female', 58.02602905522108, 1.9261752567588737, 0.1338210724769522, 46, 15.63980204103634, 89.33333333333333, 'High Risk'),
(75725, 65, 18, '49:45.9', 36.01155602626299, 96.86150803268106, 130, 70, 39, 'Male', 66.43327760392667, 1.7573085155230712, 0.13253974581035305, 60, 21.512439036308677, 90, 'Low Risk'),
(75726, 98, 16, '48:45.9', 37.15862953343868, 97.31156782717126, 116, 80, 68, 'Male', 60.48562574263698, 1.686313439557644, 0.051109985, 36, 21.270395998775612, 92, 'High Risk'),
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(75729, 93, 19, '45:45.9', 36.09156567521948, 95.68729454416602, 117, 71, 49, 'Male', 91.45234701864754, 1.7036027225645876, 0.09724012, 46, 31.510711152796585, 86.33333333333333, 'High Risk'),
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(75733, 61, 17, '41:45.9', 36.60794012478073, 98.84790324687138, 138, 87, 89, 'Female', 69.67725654369607, 1.7684895503449138, 0.11196201895531199, 51, 22.278505123036215, 104, 'Low Risk'),
(75734, 76, 13, '40:45.9', 37.06623292561946, 97.47576451652968, 130, 79, 52, 'Female', 82.87967765737878, 1.9126047810610216, 0.1338116987366372, 51, 22.656748256704955, 96, 'Low Risk'),
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(75738, 75, 18, '36:45.9', 36.64890154133962, 97.27093461037445, 112, 80, 32, 'Female', 50.75530533, 1.6077891475795654, 0.06367955, 32, 19.634654287717282, 90.66666666666667, 'Low Risk'),
(75739, 63, 17, '35:45.9', 36.39334226, 98.46252983384183, 117, 80, 58, 'Female', 88.61098686879096, 1.7814162163150837, 0.064189638, 37, 27.922658867572206, 92.33333333333333, 'Low Risk'),
(75740, 95, 15, '34:45.9', 37.369241140998305, 95.53574635995203, 129, 76, 37, 'Male', 65.71623952509212, 1.817333657656652, 0.054223195, 53, 19.897722235165343, 93.66666666666666, 'High Risk'),
(75741, 76, 18, '33:45.9', 36.748411978304176, 97.30263641245188, 122, 70, 54, 'Female', 85.08721024789841, 1.539192784, 0.050519315, 52, 35.91519654920853, 87.33333333333333, 'High Risk'),
(75742, 97, 17, '32:45.9', 36.55451128777229, 98.43867965, 127, 73, 49, 'Female', 64.59749017679502, 1.698787579712873, 0.1476045879968967, 54, 22.38398934347241, 91, 'High Risk'),
(75743, 78, 16, '31:45.9', 36.90970100080513, 99.37230074949305, 127, 86, 46, 'Male', 63.524362208170544, 1.6069735343554932, 0.087025101, 41, 24.59930655833259, 99.66666666666667, 'Low Risk'),
(75744, 66, 18, '30:45.9', 37.11596348675982, 95.17487832668263, 112, 86, 44, 'Male', 96.74687777637493, 1.764670756706268, 0.14525815298624636, 26, 31.06773418448163, 94.66666666666667, 'High Risk'),
(75745, 69, 19, '29:45.9', 36.23545036136281, 97.00689565109273, 115, 71, 23, 'Female', 95.72572599, 1.6416557139887673, 0.082314389, 44, 35.5193086, 85.66666666666667, 'High Risk'),
(75746, 91, 13, '28:45.9', 36.86971137110041, 96.46275378515955, 137, 76, 76, 'Female', 68.02666098, 1.7279679461103008, 0.050935204, 61, 22.782836344311445, 96.33333333333333, 'High Risk'),
(75747, 61, 12, '27:45.9', 36.90960238012991, 99.83028906461695, 122, 86, 32, 'Male', 56.86587364410372, 1.694484269490883, 0.097841925, 36, 19.805081446784918, 98, 'Low Risk'),
(75748, 68, 13, '26:45.9', 36.04713745077525, 99.03481060618665, 134, 76, 36, 'Female', 84.40563328, 1.9862774817214217, 0.07685174, 58, 21.393980446624884, 95.33333333333333, 'Low Risk'),
(75749, 85, 13, '25:45.9', 37.027367650960386, 99.64331545813654, 114, 76, 21, 'Female', 65.98007634220589, 1.5072641211879712, 0.058666668, 38, 29.04250621721149, 88.66666666666667, 'Low Risk'),
(75750, 98, 15, '24:45.9', 37.29801849231382, 97.46723801281549, 136, 83, 60, 'Male', 95.33380911424246, 1.7279762026497274, 0.12796778828632968, 53, 31.927979175195706, 100.66666666666666, 'High Risk'),
(75751, 74, 13, '23:45.9', 36.47696165, 98.35241268514913, 117, 70, 75, 'Female', 62.69496378418259, 1.646152666958629, 0.10979215743454007, 47, 23.136221633535772, 85.66666666666667, 'Low Risk'),
(75752, 67, 12, '22:45.9', 36.61483494647451, 96.01994377, 123, 86, 29, 'Male', 91.68487335, 1.513107059326706, 0.11049145933530373, 37, 40.045929135190384, 98.33333333333333, 'High Risk'),
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(75757, 68, 19, '17:45.9', 37.44062028411808, 99.63326737174665, 118, 75, 55, 'Female', 67.79902338, 1.8056187723492132, 0.091939643, 43, 20.79559330603951, 89.33333333333333, 'Low Risk'),
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(75764, 77, 17, '10:45.9', 36.91303782028897, 98.27943170618504, 130, 85, 43, 'Female', 83.53937146162414, 1.866204043256813, 0.077124378, 45, 23.986835198777765, 100, 'Low Risk'),
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INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(75955, 98, 16, '59:45.9', 36.95926338422547, 97.42843349221577, 121, 85, 50, 'Female', 76.30118735469789, 1.8973764081983535, 0.099023046, 36, 21.194555052338405, 97, 'High Risk'),
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(75957, 67, 12, '57:45.9', 36.31183669, 96.80342861, 111, 85, 29, 'Female', 90.89726573804948, 1.8349004919899623, 0.053889457, 26, 26.99763896300373, 93.66666666666667, 'Low Risk'),
(75958, 81, 17, '56:45.9', 36.814758975927596, 96.60047506222172, 119, 76, 61, 'Male', 63.64504058512206, 1.5447573270064991, 0.11210904994706289, 43, 26.671291141406517, 90.33333333333333, 'Low Risk'),
(75959, 90, 14, '55:45.9', 36.948010548151245, 98.16828550408248, 121, 86, 46, 'Male', 99.83723177143358, 1.9895020748142316, 0.084710328, 35, 25.22340643108817, 97.66666666666667, 'Low Risk'),
(75960, 61, 13, '54:45.9', 36.09709381153341, 95.48213221681364, 111, 77, 45, 'Female', 69.33684832663104, 1.7697683899587473, 0.063944144, 34, 22.137635346250395, 88.33333333333333, 'Low Risk'),
(75961, 72, 16, '53:45.9', 36.88121068788834, 96.05491455488087, 128, 79, 39, 'Female', 60.41954033, 1.6475699080494575, 0.14465204828560874, 49, 22.25818329189247, 95.33333333333333, 'Low Risk'),
(75962, 85, 18, '52:45.9', 36.749955993163915, 97.46098466, 123, 80, 20, 'Female', 73.82929068566538, 1.8311335834060989, 0.050081811, 43, 22.018546182085704, 94.33333333333333, 'Low Risk'),
(75963, 94, 18, '51:45.9', 36.56312612, 97.29193347, 119, 87, 76, 'Male', 94.13260315583133, 1.9628424740591557, 0.052799165, 32, 24.432571289214664, 97.66666666666667, 'High Risk'),
(75964, 67, 13, '50:45.9', 36.74404333846915, 96.58939033905357, 136, 71, 84, 'Female', 81.76287795409773, 1.918660162080988, 0.096525612, 65, 22.210587852538396, 92.66666666666666, 'Low Risk'),
(75965, 90, 18, '49:45.9', 36.92474115961549, 96.3359871, 110, 85, 22, 'Male', 95.00428168627633, 1.5820222934321206, 0.084263077, 25, 37.95928122942691, 93.33333333333333, 'High Risk'),
(75966, 76, 17, '48:45.9', 36.899095564667356, 97.74208935741574, 132, 74, 26, 'Female', 96.95111959768172, 1.636547638676668, 0.08821753, 58, 36.19891263054777, 93.33333333333333, 'High Risk'),
(75967, 93, 18, '47:45.9', 37.47620433346101, 99.27112752982372, 114, 80, 28, 'Female', 56.91738866911757, 1.5987744221666143, 0.095992881, 34, 22.267455007863273, 91.33333333333333, 'High Risk'),
(75968, 69, 13, '46:45.9', 36.12525100333379, 96.70835964, 133, 86, 54, 'Male', 63.197207282470615, 1.5727977523616594, 0.062461478, 47, 25.547718800469475, 101.66666666666667, 'Low Risk'),
(75969, 70, 15, '45:45.9', 37.26462849300557, 99.23894336101102, 110, 89, 84, 'Male', 55.10022189429243, 1.849301633902411, 0.14657474849605584, 21, 16.11156920355436, 96, 'High Risk'),
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(75971, 99, 16, '43:45.9', 36.12344437450446, 98.29390161140527, 120, 85, 36, 'Male', 61.93591914250314, 1.6485054276018438, 0.080862652, 35, 22.790918298933253, 96.66666666666667, 'High Risk'),
(75972, 70, 16, '42:45.9', 37.11024799, 97.58387497855979, 127, 80, 35, 'Male', 90.77924958615935, 1.6511294799298901, 0.070443242, 47, 33.29847355242415, 95.66666666666667, 'High Risk'),
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(75974, 69, 16, '40:45.9', 36.59546543, 96.60365823495385, 110, 74, 64, 'Male', 86.03227077665287, 1.723609494112215, 0.092027378, 36, 28.95900465736883, 86, 'Low Risk'),
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(75977, 63, 17, '37:45.9', 36.25993525, 96.58986346730697, 136, 76, 72, 'Male', 70.64424226760616, 1.8902692861284836, 0.14805648650528805, 60, 19.771035487789046, 96, 'Low Risk'),
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(75980, 98, 17, '34:45.9', 37.00322716, 95.15448377082632, 133, 84, 74, 'Female', 99.57167727037628, 1.6120589845591602, 0.12324403063592619, 49, 38.31545313, 100.33333333333333, 'High Risk'),
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(75983, 63, 17, '31:45.9', 36.794844382207195, 95.16845729088232, 123, 83, 69, 'Female', 80.82106651094054, 1.769085206, 0.056292263957475885, 40, 25.824211830406465, 96.33333333333333, 'Low Risk'),
(75984, 84, 16, '30:45.9', 36.01030522706038, 97.64129413086326, 139, 78, 24, 'Female', 76.58010148221437, 1.8093485272917442, 0.068590975, 61, 23.39222189829247, 98.33333333333333, 'Low Risk'),
(75985, 87, 18, '29:45.9', 37.26047315603449, 99.84589950931081, 130, 78, 33, 'Male', 91.40038755624843, 1.7516605830845293, 0.13115040830818414, 52, 29.78846486218904, 95.33333333333333, 'Low Risk'),
(75986, 95, 16, '28:45.9', 36.59055094211875, 96.15906774560602, 115, 89, 71, 'Female', 63.49945283586189, 1.7870042307169993, 0.088481739, 26, 19.88468985808135, 97.66666666666667, 'High Risk'),
(75987, 81, 15, '27:45.9', 36.15205149831997, 96.21999425259561, 127, 76, 81, 'Female', 57.42326440506949, 1.6165088918646204, 0.062667731, 51, 21.975141588673516, 93, 'Low Risk'),
(75988, 63, 15, '26:45.9', 36.06106330042262, 99.20534306490394, 127, 81, 55, 'Male', 90.14838720674794, 1.9025259771856091, 0.082791289, 46, 24.90558634684137, 96.33333333333333, 'Low Risk'),
(75989, 81, 15, '25:45.9', 37.33862646839535, 96.12081407920516, 111, 82, 21, 'Male', 92.89324618307528, 1.52737586, 0.092201127, 29, 39.81917842965054, 91.66666666666667, 'High Risk'),
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(76003, 84, 17, '11:45.9', 36.443074562867636, 99.44039234433366, 120, 88, 34, 'Female', 71.20075047425286, 1.8582129991101466, 0.053623107898300396, 32, 20.620233722086557, 98.66666666666667, 'Low Risk'),
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(76012, 78, 19, '02:45.9', 37.030705252023466, 96.66714127, 136, 82, 53, 'Female', 98.25596922258583, 1.9445414332548339, 0.109981211, 54, 25.985108910425083, 100, 'Low Risk'),
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INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(76216, 93, 16, '38:45.9', 36.07797915001247, 99.24381243245426, 120, 74, 54, 'Female', 63.68859539269677, 1.8699846569602911, 0.11015550338584837, 46, 18.21317181339869, 89.33333333333333, 'High Risk'),
(76217, 78, 12, '37:45.9', 36.94240466815225, 98.56685490846574, 127, 74, 32, 'Female', 56.595009099406674, 1.9134751832918995, 0.13121332735118552, 53, 15.457258360452682, 91.66666666666666, 'High Risk'),
(76218, 84, 13, '36:45.9', 36.206005065876155, 97.53445419348876, 134, 85, 65, 'Male', 74.35249688834509, 1.9599550963856047, 0.14063485324617192, 49, 19.355451852854042, 101.33333333333333, 'Low Risk'),
(76219, 77, 12, '35:45.9', 36.59929495494552, 95.15877904257765, 129, 81, 37, 'Male', 50.88798808648385, 1.9483778022190987, 0.1380542135099331, 48, 13.405065328837583, 97, 'High Risk'),
(76220, 65, 15, '34:45.9', 36.871659994086045, 96.98537349378174, 128, 75, 87, 'Female', 57.669435, 1.562126474319611, 0.09179564, 53, 23.63269832460659, 92.66666666666666, 'Low Risk'),
(76221, 61, 13, '33:45.9', 37.25208637573062, 98.35100292, 114, 82, 73, 'Male', 95.51303287508497, 1.9621566774628514, 0.0651278, 32, 24.808200905255077, 92.66666666666667, 'Low Risk'),
(76222, 85, 16, '32:45.9', 37.430215313273635, 96.73326349788763, 112, 74, 37, 'Female', 56.66806954165031, 1.6399864375223394, 0.07732964, 38, 21.069678324238232, 86.66666666666667, 'Low Risk'),
(76223, 76, 19, '31:45.9', 37.15147553385918, 97.72686378508484, 131, 73, 26, 'Male', 84.36253643728854, 1.7453955176241598, 0.055051797172716514, 58, 27.692484168269235, 92.33333333333333, 'Low Risk'),
(76224, 79, 18, '30:45.9', 36.90974862868577, 97.68130169687635, 116, 75, 49, 'Male', 75.23829450644419, 1.5403442084075936, 0.10292302750010318, 41, 31.71052136235811, 88.66666666666667, 'High Risk'),
(76225, 85, 19, '29:45.9', 37.237207252401646, 98.04598192452791, 121, 81, 20, 'Male', 61.78042751047127, 1.7534913830446384, 0.067166643, 40, 20.09294692981652, 94.33333333333333, 'Low Risk'),
(76226, 95, 16, '28:45.9', 36.35494840566175, 96.63249801687701, 119, 77, 54, 'Female', 55.83951161694853, 1.8594606572324084, 0.092694106, 42, 16.149817663336027, 91, 'High Risk'),
(76227, 63, 18, '27:45.9', 36.24109785258936, 97.86351480569505, 111, 71, 58, 'Female', 62.16648731349598, 1.9744498795155891, 0.056139386, 40, 15.94645313152112, 84.33333333333333, 'High Risk'),
(76228, 87, 13, '26:45.9', 36.537061657026925, 95.92188390988362, 121, 81, 19, 'Male', 73.34088196975921, 1.8272913310824213, 0.056675781, 40, 21.964966264021875, 94.33333333333333, 'Low Risk'),
(76229, 93, 14, '25:45.9', 36.32397423447068, 97.27722802078861, 118, 75, 65, 'Female', 84.93670956648955, 1.8716953544319654, 0.1367898117902358, 43, 24.24516296720032, 89.33333333333333, 'High Risk'),
(76230, 97, 12, '24:45.9', 36.78968835314596, 96.34693908597689, 132, 85, 87, 'Female', 95.00516352900831, 1.822969511, 0.12928024839824342, 47, 28.588304513621914, 100.66666666666667, 'High Risk'),
(76231, 70, 14, '23:45.9', 36.24565593874892, 96.29813030226636, 110, 82, 24, 'Male', 99.62059100564437, 1.5945619782141007, 0.093619871, 28, 39.18016903414829, 91.33333333333333, 'High Risk'),
(76232, 69, 13, '22:45.9', 36.95223057, 99.72989041489444, 114, 75, 87, 'Male', 63.143195169217634, 1.7672685902791234, 0.071298247, 39, 20.21721998348649, 88, 'Low Risk'),
(76233, 89, 14, '21:45.9', 36.3725964, 99.08470249973826, 114, 89, 39, 'Female', 99.43992297397288, 1.8519263698314656, 0.055810704631737866, 25, 28.99434804400648, 97.33333333333333, 'Low Risk'),
(76234, 74, 15, '20:45.9', 36.92031852762846, 98.84423811665944, 138, 82, 36, 'Male', 56.93823052992908, 1.915950949737232, 0.12671807505219074, 56, 15.510835552134168, 100.66666666666666, 'High Risk'),
(76235, 96, 14, '19:45.9', 37.35689023585243, 96.58291029288851, 115, 71, 22, 'Male', 76.22359204773008, 1.789845755760404, 0.073562444, 44, 23.793492748221027, 85.66666666666667, 'High Risk'),
(76236, 95, 19, '18:45.9', 37.04278787625047, 97.68358713, 133, 72, 45, 'Female', 50.36925007525788, 1.7943554312375796, 0.063234161, 61, 15.644026313139284, 92.33333333333333, 'High Risk'),
(76237, 79, 12, '17:45.9', 37.42342239054568, 96.65326878141768, 127, 79, 31, 'Female', 64.33675662392113, 1.610403680475906, 0.077026564, 48, 24.807880108880063, 95, 'Low Risk'),
(76238, 97, 13, '16:45.9', 37.21038498595025, 96.52368877840235, 130, 80, 42, 'Female', 82.68583963954342, 1.912458031658816, 0.14313726655009965, 50, 22.607227979195038, 96.66666666666666, 'High Risk'),
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(76240, 94, 12, '14:45.9', 36.175134584314925, 97.14085884, 115, 86, 19, 'Female', 55.94816609425274, 1.961548688334861, 0.073384079, 29, 14.5407789, 95.66666666666667, 'High Risk'),
(76241, 81, 15, '13:45.9', 36.12205083600744, 98.24644659379567, 119, 70, 59, 'Male', 64.16939466794258, 1.7335988556810824, 0.10136398405398682, 49, 21.351614472722723, 86.33333333333333, 'Low Risk'),
(76242, 65, 18, '12:45.9', 36.14770171523512, 97.40280740674383, 125, 73, 68, 'Male', 82.59149818731585, 1.796395826876703, 0.075628071, 52, 25.593593579161578, 90.33333333333333, 'Low Risk'),
(76243, 61, 15, '11:45.9', 36.87450891779588, 95.23230156, 112, 74, 26, 'Male', 83.37300535297099, 1.8085918740960567, 0.1235481724099143, 38, 25.488501664874384, 86.66666666666667, 'Low Risk'),
(76244, 99, 14, '10:45.9', 36.17094632567355, 98.96179890343525, 116, 77, 76, 'Female', 96.80145268778982, 1.6047440251113785, 0.14032930104453611, 39, 37.589828131298525, 90, 'High Risk'),
(76245, 61, 19, '09:45.9', 36.09495726306552, 99.77937697905226, 118, 71, 43, 'Female', 68.87810092, 1.5024524793292167, 0.14624777647538212, 47, 30.51263226424963, 86.66666666666667, 'High Risk'),
(76246, 73, 17, '08:45.9', 37.29149608617338, 96.50579722968293, 119, 88, 73, 'Male', 69.59848985492373, 1.548504356, 0.1309706503357318, 31, 29.025182119104134, 98.33333333333333, 'Low Risk'),
(76247, 81, 16, '07:45.9', 36.332379386147835, 96.14162728, 133, 85, 58, 'Female', 62.94953342843271, 1.7953015753226085, 0.10657605691131182, 48, 19.530694715249805, 101, 'Low Risk'),
(76248, 91, 12, '06:45.9', 37.117959360932296, 99.83658803, 120, 71, 19, 'Female', 52.04412806673145, 1.5615223385767156, 0.14627827994751888, 49, 21.34397649338697, 87.33333333333333, 'High Risk'),
(76249, 91, 14, '05:45.9', 36.91270763, 95.85990360402147, 129, 87, 59, 'Female', 91.83216805344588, 1.91780875, 0.12197891400345424, 42, 24.96802820442384, 101, 'High Risk'),
(76250, 98, 14, '04:45.9', 37.42529909494134, 95.70663790544678, 139, 74, 78, 'Male', 99.71656687949945, 1.8257060911141727, 0.060323562, 65, 29.916142198063234, 95.66666666666666, 'High Risk'),
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(76261, 81, 19, '53:45.9', 36.29812183, 96.77828335392391, 138, 76, 76, 'Male', 81.24200471002612, 1.9563739249723586, 0.1065063886228021, 62, 21.226427164858677, 96.66666666666666, 'Low Risk'),
(76262, 97, 17, '52:45.9', 37.49193046427706, 97.78267271, 113, 75, 67, 'Female', 58.834968334132896, 1.8082072201827657, 0.060221365, 38, 17.99447275, 87.66666666666667, 'High Risk'),
(76263, 78, 16, '51:45.9', 36.007829171464586, 99.71649376242065, 120, 86, 40, 'Female', 58.899618941236774, 1.777883041586096, 0.067441988, 34, 18.634000818669524, 97.33333333333333, 'Low Risk'),
(76264, 96, 19, '50:45.9', 36.29903016, 99.34831974838569, 119, 74, 64, 'Male', 59.53375012226864, 1.6298228454912922, 0.10421494539493276, 45, 22.412094145204225, 89, 'High Risk'),
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(76267, 66, 14, '47:45.9', 36.27121468479664, 98.12516933082003, 138, 72, 38, 'Female', 79.94912023453043, 1.9072834531905207, 0.11811260102754295, 66, 21.977748892967696, 94, 'Low Risk'),
(76268, 89, 15, '46:45.9', 37.389865266088734, 97.03782181, 122, 86, 28, 'Male', 57.39740835, 1.7672314020853754, 0.094342169, 36, 18.378304520733383, 98, 'High Risk'),
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(76473, 63, 13, '21:45.9', 36.069892909077296, 96.99298457670172, 128, 84, 75, 'Female', 65.88937068272972, 1.9466786114777364, 0.14270699791297864, 44, 17.387087716477577, 98.66666666666667, 'High Risk'),
(76474, 61, 17, '20:45.9', 36.76771631966208, 97.75521964433318, 113, 83, 85, 'Female', 62.05570992503006, 1.891868866882638, 0.079975548, 30, 17.338027504792898, 93, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(76476, 93, 13, '18:45.9', 36.19984016400436, 98.04428188774435, 111, 83, 83, 'Female', 66.04048186, 1.8426336511899453, 0.11916834765828024, 28, 19.45056570444697, 92.33333333333333, 'High Risk'),
(76477, 95, 16, '17:45.9', 37.415713987522864, 99.86244274763354, 134, 86, 20, 'Male', 53.538438955779164, 1.9144346972001665, 0.10532139320657227, 48, 14.60779247554559, 102, 'High Risk'),
(76478, 76, 15, '16:45.9', 36.41868826776136, 95.87444216831956, 135, 72, 61, 'Female', 83.32765810748094, 1.9784821506633583, 0.10878240749749965, 63, 21.28751187572167, 93, 'Low Risk'),
(76479, 60, 19, '15:45.9', 36.16329024825577, 97.03766691849523, 128, 87, 47, 'Female', 64.73372245352361, 1.5168143640278227, 0.12788228918681482, 41, 28.136217724728212, 100.66666666666667, 'Low Risk'),
(76480, 63, 12, '14:45.9', 37.237735203056246, 95.14526463868832, 119, 81, 63, 'Male', 94.92665183, 1.7705236586759665, 0.12732659778119915, 38, 30.282009703389832, 93.66666666666667, 'High Risk'),
(76481, 85, 17, '13:45.9', 36.67444915703551, 99.21297242811784, 135, 84, 49, 'Male', 50.43569603580669, 1.8313712445391692, 0.086576397, 51, 15.037832292331574, 101, 'High Risk'),
(76482, 98, 17, '12:45.9', 36.10409730086476, 96.52105575182009, 124, 89, 70, 'Female', 89.99431756104568, 1.9200578191400703, 0.11103662762755256, 35, 24.41105078226312, 100.66666666666667, 'High Risk'),
(76483, 99, 18, '11:45.9', 36.80942802783484, 99.14053220674994, 135, 83, 69, 'Female', 64.63135873039835, 1.5792989510053899, 0.11476809942782373, 52, 25.912814868578103, 100.33333333333333, 'High Risk'),
(76484, 98, 16, '10:45.9', 36.03502663559123, 96.45340899980556, 132, 84, 79, 'Male', 74.07620944414455, 1.5773172453452318, 0.1490691639116732, 48, 29.774237458775055, 100, 'High Risk'),
(76485, 81, 13, '09:45.9', 37.04670811053836, 99.72556189686807, 131, 76, 50, 'Female', 59.614809657512794, 1.8998628708889174, 0.10631960296145229, 55, 16.51618165493339, 94.33333333333333, 'High Risk'),
(76486, 87, 19, '08:45.9', 36.38621543707265, 95.96857135733212, 136, 82, 66, 'Female', 95.15964755330036, 1.7381442863904173, 0.090433525, 54, 31.497869153806665, 100, 'High Risk'),
(76487, 83, 15, '07:45.9', 36.79616174859764, 95.89936196301464, 121, 76, 57, 'Female', 91.72099312, 1.763571724929202, 0.10449964480098925, 45, 29.49052431384622, 91, 'Low Risk'),
(76488, 85, 13, '06:45.9', 36.856604411559566, 99.64452006151387, 134, 78, 56, 'Male', 97.80863123510778, 1.5002111393088025, 0.14650816659163868, 56, 43.45826757867184, 96.66666666666666, 'High Risk'),
(76489, 97, 17, '05:45.9', 37.424923396575934, 98.56727771900624, 124, 83, 30, 'Male', 69.07989864796315, 1.562930575845351, 0.10248141861073196, 41, 28.279538436417983, 96.66666666666667, 'High Risk'),
(76490, 98, 15, '04:45.9', 36.42431404268922, 95.92643412677502, 114, 74, 62, 'Female', 63.28918593613394, 1.9013897921642018, 0.094866311, 40, 17.506010858547715, 87.33333333333333, 'High Risk'),
(76491, 90, 15, '03:45.9', 36.09157467713192, 98.15233150572999, 127, 83, 21, 'Female', 60.186924042344096, 1.9733232410280137, 0.094321958, 44, 15.45630527309272, 97.66666666666667, 'High Risk'),
(76492, 95, 16, '02:45.9', 36.95953071730703, 98.16824766986434, 136, 82, 66, 'Male', 82.84824507367307, 1.6311325172930033, 0.14083257498722285, 54, 31.139011519392078, 100, 'High Risk'),
(76493, 78, 14, '01:45.9', 36.42008765709626, 96.79397586617307, 124, 78, 71, 'Male', 80.25227698262029, 1.960471038570028, 0.075491835, 46, 20.880288811415593, 93.33333333333333, 'Low Risk'),
(76494, 96, 16, '00:45.9', 36.52214108719015, 98.73203348696539, 117, 70, 65, 'Male', 86.78362397, 1.7672677621226531, 0.12200644926328648, 47, 27.786450408362107, 85.66666666666667, 'High Risk'),
(76495, 72, 14, '59:45.9', 36.51680986481354, 99.83868649954539, 132, 74, 71, 'Male', 79.88108906283964, 1.8192172529331305, 0.1490288543046807, 58, 24.136530630750954, 93.33333333333333, 'Low Risk'),
(76496, 66, 18, '58:45.9', 36.804734212139266, 97.95115402774815, 127, 77, 57, 'Female', 63.93252745, 1.6901145013645742, 0.1312665804680352, 50, 22.381522069671426, 93.66666666666666, 'Low Risk'),
(76497, 65, 19, '57:45.9', 37.020836104643756, 97.68633229152464, 121, 79, 39, 'Male', 74.07736602094205, 1.7876905515177257, 0.096037812, 42, 23.17932805902607, 93, 'Low Risk'),
(76498, 88, 16, '56:45.9', 36.46154962708276, 96.20168629822409, 127, 76, 68, 'Female', 79.75329182026972, 1.869747392856754, 0.14761784208087064, 51, 22.813018095952692, 93, 'Low Risk'),
(76499, 89, 16, '55:45.9', 36.620006178195545, 98.60381568487759, 138, 71, 26, 'Female', 97.77458381177411, 1.507381020139563, 0.080211826, 67, 43.03084661251211, 93.33333333333333, 'High Risk'),
(76500, 99, 15, '54:45.9', 36.06968005917147, 98.12778773672638, 129, 70, 41, 'Female', 96.30211716794729, 1.5376834179148415, 0.052402135, 59, 40.72883360950066, 89.66666666666666, 'High Risk'),
(76501, 83, 14, '53:45.9', 37.49347536016265, 99.38512332147951, 110, 72, 89, 'Male', 91.03222918, 1.5095196434865896, 0.10002383852740454, 38, 39.950078772204115, 84.66666666666667, 'High Risk'),
(76502, 82, 19, '52:45.9', 37.40510936798576, 99.56467845844521, 133, 76, 24, 'Female', 61.906046367428644, 1.7023154632197446, 0.095347489, 57, 21.362544499063944, 95, 'Low Risk'),
(76503, 88, 12, '51:45.9', 37.33622221922076, 97.84591352103257, 127, 86, 24, 'Female', 71.60279428130055, 1.6762727717187436, 0.10397521377639979, 41, 25.482415310094762, 99.66666666666667, 'Low Risk'),
(76504, 61, 14, '50:45.9', 36.730022156537125, 96.13860483035003, 127, 80, 43, 'Female', 63.44060383132968, 1.8718944193351053, 0.13057195386728976, 47, 18.10525345616653, 95.66666666666667, 'High Risk'),
(76505, 62, 18, '49:45.9', 36.18231060539163, 96.30498499287697, 139, 72, 32, 'Female', 61.04231924389025, 1.6357587441507644, 0.095240478, 67, 22.81353182, 94.33333333333333, 'Low Risk'),
(76506, 80, 17, '48:45.9', 36.203642513811076, 99.73838175172222, 110, 87, 58, 'Female', 85.95315893175275, 1.5612230074558984, 0.088122005, 23, 35.26403118249692, 94.66666666666667, 'High Risk'),
(76507, 91, 17, '47:45.9', 37.03237100423245, 95.86658685997739, 118, 85, 44, 'Male', 79.16302625928623, 1.7031662548721278, 0.063333795, 33, 27.290299419205777, 96, 'High Risk'),
(76508, 65, 12, '46:45.9', 36.685316508142854, 96.35160368, 119, 71, 71, 'Male', 97.59128080387818, 1.5980065067357518, 0.1351765139802607, 48, 38.216765819781386, 87, 'High Risk'),
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(76510, 63, 19, '44:45.9', 37.37615924832337, 96.66780646794346, 130, 85, 73, 'Male', 52.40510351172132, 1.7985337734965396, 0.13601924905606555, 45, 16.200797290442186, 100, 'High Risk'),
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(76512, 84, 13, '42:45.9', 36.70772389463694, 97.72541283, 124, 80, 19, 'Male', 92.20059113952496, 1.776383724834053, 0.12739926800587448, 44, 29.218649210667074, 94.66666666666667, 'Low Risk'),
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(76520, 60, 17, '34:45.9', 36.366256464468854, 99.85078073256311, 137, 88, 88, 'Male', 68.36434324, 1.9754062235992178, 0.098652083, 49, 17.519302463314602, 104.33333333333333, 'High Risk'),
(76521, 96, 13, '33:45.9', 37.15577452071651, 96.49503270212237, 120, 70, 85, 'Male', 76.14144758767245, 1.5353908260975198, 0.090276914, 50, 32.298566421979736, 86.66666666666666, 'High Risk'),
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(76524, 83, 13, '30:45.9', 36.937225790554145, 97.67757930584058, 126, 73, 34, 'Female', 84.44746427172164, 1.6518688974042748, 0.084677853, 53, 30.94820474275222, 90.66666666666666, 'High Risk'),
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(76527, 94, 19, '27:45.9', 36.06788157317388, 95.34462099931294, 120, 78, 56, 'Male', 51.48837852293816, 1.6126675654175902, 0.1298801986173426, 42, 19.79791760692485, 92, 'High Risk'),
(76528, 85, 13, '26:45.9', 36.612669469925414, 98.94388886, 121, 83, 77, 'Male', 84.37836519056675, 1.7268492686956312, 0.083134727, 38, 28.29581743675341, 95.66666666666667, 'Low Risk'),
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(76530, 63, 16, '24:45.9', 37.21979679807652, 97.60225420104177, 138, 87, 39, 'Male', 76.06343733852748, 1.5887846940087729, 0.13036909102808353, 51, 30.133241548696674, 104, 'High Risk'),
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(76532, 98, 19, '22:45.9', 36.34977149823675, 96.14484304476477, 138, 83, 85, 'Female', 91.67209468, 1.560103289049307, 0.078666443, 55, 37.66434767220375, 101.33333333333333, 'High Risk'),
(76533, 71, 17, '21:45.9', 36.12338880338505, 97.93263578535145, 135, 85, 89, 'Female', 73.75694788036873, 1.7980561884592203, 0.080149228, 50, 22.81373637514423, 101.66666666666666, 'Low Risk'),
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(76542, 63, 12, '12:45.9', 36.22863289155373, 95.73336860853446, 120, 74, 41, 'Male', 83.24971722, 1.5696036159186129, 0.09421731, 46, 33.791135506864144, 89.33333333333333, 'High Risk'),
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(76733, 73, 14, '01:45.9', 36.975563738493335, 98.77998729360715, 121, 77, 67, 'Male', 55.06355451991705, 1.8066895698470415, 0.06847079, 44, 16.869304140369294, 91.66666666666667, 'High Risk'),
(76734, 88, 13, '00:45.9', 36.52244556275681, 95.01495637974718, 112, 88, 50, 'Female', 51.56447858340518, 1.6526717123841088, 0.12884074167666285, 24, 18.87893291622373, 96, 'Low Risk'),
(76735, 79, 13, '59:45.9', 37.18460031053297, 98.4770619, 129, 87, 85, 'Male', 82.80188991, 1.8833938847150296, 0.14398380690119023, 42, 23.34306813, 101, 'Low Risk'),
(76736, 79, 12, '58:45.9', 37.13254953743365, 96.37353292412365, 117, 76, 76, 'Male', 65.24328072079751, 1.808230106626373, 0.1444177939234148, 41, 19.95392793582554, 89.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(76739, 71, 13, '55:45.9', 37.35985070747529, 95.09727377008338, 125, 85, 48, 'Male', 78.55895167318444, 1.7360045026246496, 0.1426337658668113, 40, 26.06717603950531, 98.33333333333333, 'Low Risk'),
(76740, 91, 17, '54:45.9', 37.047537225958095, 96.77452363321369, 134, 78, 55, 'Male', 55.220314114851625, 1.5708357172718137, 0.14401854465482092, 56, 22.378827957964443, 96.66666666666666, 'High Risk'),
(76741, 63, 13, '53:45.9', 36.26141615567726, 97.18119008884524, 124, 84, 53, 'Male', 58.05882971, 1.8589531958682683, 0.10600182931806151, 40, 16.80085434529361, 97.33333333333333, 'High Risk'),
(76742, 85, 16, '52:45.9', 37.033812302074246, 97.73749610608324, 131, 73, 24, 'Female', 96.95980293026122, 1.9896687591103959, 0.065767221, 58, 24.49233338423227, 92.33333333333333, 'Low Risk'),
(76743, 85, 18, '51:45.9', 37.29428675738619, 97.12219212730128, 113, 71, 74, 'Male', 94.34009208009546, 1.9481445044182686, 0.09171679, 42, 24.85730038, 85, 'Low Risk'),
(76744, 90, 18, '50:45.9', 36.97487356797164, 95.17995523, 132, 76, 79, 'Female', 51.47782262908767, 1.6475663472477646, 0.084607476, 56, 18.96419201550886, 94.66666666666666, 'Low Risk'),
(76745, 63, 12, '49:45.9', 36.81429408663932, 95.73126472042924, 121, 78, 63, 'Female', 50.55405369318636, 1.9556525937281755, 0.14974112954122265, 43, 13.21820760906741, 92.33333333333333, 'High Risk'),
(76746, 71, 18, '48:45.9', 36.97350875055536, 97.56445351723221, 111, 76, 88, 'Male', 83.55180062825568, 1.5094344305266743, 0.050945259, 35, 36.671384741810236, 87.66666666666667, 'High Risk'),
(76747, 90, 12, '47:45.9', 37.31509380058494, 96.6614795, 132, 89, 68, 'Male', 96.70591047123341, 1.5001505203435728, 0.138088806, 43, 42.97178005171411, 103.33333333333333, 'High Risk'),
(76748, 95, 14, '46:45.9', 37.10204012817876, 95.33692085589797, 129, 78, 79, 'Male', 99.56111614940774, 1.819173747673959, 0.074451744, 51, 30.084402913809026, 95, 'High Risk'),
(76749, 67, 14, '45:45.9', 37.266265521467034, 97.84826927, 134, 84, 88, 'Female', 77.70536972491578, 1.9093989209779092, 0.063429587, 50, 21.31364292259158, 100.66666666666666, 'Low Risk'),
(76750, 89, 18, '44:45.9', 37.013337396945346, 99.49610628011843, 138, 73, 27, 'Female', 63.880223286048334, 1.916771022912481, 0.11808251738415837, 65, 17.387052081125184, 94.66666666666666, 'High Risk'),
(76751, 99, 15, '43:45.9', 36.287384422494235, 99.88409363783117, 139, 88, 53, 'Female', 57.3489477, 1.532170295, 0.13418091252319725, 51, 24.429319917603596, 105, 'High Risk'),
(76752, 93, 18, '42:45.9', 36.97915259692233, 96.73040015656497, 127, 84, 49, 'Male', 99.16484986398517, 1.731201788583807, 0.065815723, 43, 33.08737963664754, 98.33333333333333, 'High Risk'),
(76753, 66, 17, '41:45.9', 36.24463188044535, 97.40035269, 134, 70, 61, 'Female', 56.33767255589974, 1.9944836405463298, 0.088555733, 64, 14.16243548232223, 91.33333333333333, 'High Risk'),
(76754, 94, 18, '40:45.9', 36.19537872304171, 99.63555703047872, 119, 87, 49, 'Male', 63.555409929956966, 1.8180966738348958, 0.054899667, 32, 19.227312268287417, 97.66666666666667, 'High Risk'),
(76755, 64, 18, '39:45.9', 36.510348085221324, 95.57386264270357, 114, 89, 71, 'Male', 98.98424133833555, 1.7820472636561593, 0.063791306, 25, 31.169341143634732, 97.33333333333333, 'High Risk'),
(76756, 64, 13, '38:45.9', 36.27916448624752, 96.74471932290264, 117, 80, 21, 'Female', 63.632902120470696, 1.9023525885234447, 0.12115887514277886, 37, 17.58327236141724, 92.33333333333333, 'High Risk'),
(76757, 62, 15, '37:45.9', 37.018893368594355, 96.70409603666437, 111, 85, 35, 'Female', 83.87361939883723, 1.881248800238003, 0.052184337, 26, 23.699157794169206, 93.66666666666667, 'Low Risk'),
(76758, 65, 18, '36:45.9', 36.45535766880173, 95.58326598791774, 112, 73, 84, 'Female', 70.09325950659624, 1.8267179054409186, 0.095716435, 39, 21.005512628099947, 86, 'Low Risk'),
(76759, 76, 15, '35:45.9', 36.522345236631736, 97.29511674726372, 112, 80, 60, 'Female', 64.72744697804777, 1.5575133243757726, 0.084309592, 32, 26.68240281295929, 90.66666666666667, 'Low Risk'),
(76760, 79, 14, '34:45.9', 36.486366066276325, 99.62114027929992, 139, 85, 68, 'Female', 81.91185237037037, 1.6836480852509237, 0.091983638, 54, 28.89642430578937, 103, 'Low Risk'),
(76761, 91, 17, '33:45.9', 36.92180416954241, 95.80238767715832, 133, 79, 83, 'Male', 78.07463452, 1.5102043758829096, 0.13133681530889973, 54, 34.232491676861024, 97, 'High Risk'),
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(76763, 64, 15, '31:45.9', 36.057136251283104, 97.45776160114312, 139, 87, 87, 'Male', 86.11932616426854, 1.537927261034779, 0.11884286368251125, 52, 36.41070035301944, 104.33333333333333, 'High Risk'),
(76764, 62, 16, '30:45.9', 36.54198235413921, 97.98606272553883, 126, 83, 20, 'Female', 90.59151845033347, 1.7673331606873284, 0.11562013364901833, 43, 29.003518502677593, 97.33333333333333, 'Low Risk'),
(76765, 84, 19, '29:45.9', 37.41251675290706, 95.54237812540501, 115, 87, 36, 'Female', 58.75636680709933, 1.5519288508196285, 0.12065500489111187, 28, 24.395589652258984, 96.33333333333333, 'Low Risk'),
(76766, 82, 15, '28:45.9', 36.68032081851969, 99.82056316385894, 126, 86, 23, 'Male', 88.15951316034952, 1.5873084530284585, 0.12681375291163008, 40, 34.99020807884118, 99.33333333333333, 'High Risk'),
(76767, 81, 12, '27:45.9', 37.49127866042228, 97.52236440187116, 126, 79, 41, 'Male', 54.147722932053945, 1.598231558708484, 0.10725271233135733, 47, 21.19828828415989, 94.66666666666667, 'Low Risk'),
(76768, 76, 12, '26:45.9', 36.22482220844549, 98.89992840451725, 120, 72, 42, 'Male', 64.41859430571134, 1.7481705993572674, 0.071396977, 48, 21.07869014009255, 88, 'Low Risk'),
(76769, 73, 12, '25:45.9', 36.43978721369152, 98.76414762362235, 135, 78, 37, 'Male', 71.41546844632848, 1.5758181654387253, 0.13520424571157053, 57, 28.75941741159207, 97, 'Low Risk'),
(76770, 68, 12, '24:45.9', 36.50438271958903, 98.88422971839461, 135, 84, 27, 'Female', 52.400267289322585, 1.7588039050826116, 0.099944545, 51, 16.93942482503531, 101, 'High Risk'),
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(76772, 92, 15, '22:45.9', 37.179726898619975, 96.65180205, 118, 73, 42, 'Female', 65.59466410677031, 1.7655904249009076, 0.11120203463535176, 45, 21.042075894675342, 88, 'High Risk'),
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(76774, 66, 15, '20:45.9', 36.259282541255864, 95.06496961, 113, 80, 76, 'Female', 80.73122394939367, 1.6044899183964612, 0.12233588728719354, 33, 31.35938605239533, 91, 'High Risk'),
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(76780, 67, 17, '14:45.9', 36.391524898408136, 97.87761978516608, 133, 77, 73, 'Male', 78.90329759529418, 1.5179580078436965, 0.10918832515881588, 56, 34.243302222870135, 95.66666666666666, 'High Risk'),
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(76783, 64, 17, '11:45.9', 36.66357625769279, 97.50445655429182, 133, 85, 18, 'Female', 63.87446446, 1.506889989, 0.10287273820326623, 48, 28.129640157222948, 101, 'Low Risk'),
(76784, 95, 19, '10:45.9', 37.043091780891615, 95.52275725261805, 113, 88, 39, 'Female', 67.14616663403945, 1.7600963868407067, 0.11768207588458318, 25, 21.67446174, 96.33333333333333, 'High Risk'),
(76785, 69, 19, '09:45.9', 36.10746701802203, 95.73766740105692, 119, 79, 70, 'Male', 92.67365273320716, 1.9599706884351482, 0.067609369, 40, 24.12443374, 92.33333333333333, 'Low Risk'),
(76786, 80, 13, '08:45.9', 36.991650623721334, 98.12512794, 112, 79, 31, 'Female', 62.90718358, 1.5921930642395568, 0.099624379, 33, 24.81468612743438, 90, 'Low Risk'),
(76787, 85, 15, '07:45.9', 36.92297506083473, 97.22882685250846, 133, 74, 81, 'Female', 52.351159081220004, 1.6153435533218212, 0.087530231, 59, 20.063028775131315, 93.66666666666666, 'Low Risk'),
(76788, 83, 16, '06:45.9', 36.66914742677588, 98.75516179440592, 111, 83, 85, 'Female', 92.83064234352318, 1.855589497799134, 0.12352204562592196, 28, 26.960475271771898, 92.33333333333333, 'Low Risk'),
(76789, 89, 15, '05:45.9', 36.98181404712208, 96.44036825724244, 114, 87, 88, 'Male', 52.539586802506165, 1.8586908693410176, 0.098647956, 27, 15.208007636597157, 96, 'High Risk'),
(76790, 66, 19, '04:45.9', 37.07982688822249, 96.04968816467002, 115, 70, 23, 'Female', 80.27373248117782, 1.9074835806378938, 0.097952827, 45, 22.06235356622851, 85, 'Low Risk'),
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(76793, 69, 16, '01:45.9', 36.90801818296838, 96.87932237, 136, 83, 73, 'Male', 66.45075724, 1.7203919172690503, 0.09127407, 53, 22.451488912470325, 100.66666666666666, 'Low Risk'),
(76794, 76, 16, '00:45.9', 36.16024103436749, 99.21948709015736, 130, 84, 35, 'Male', 54.88886871, 1.5709575844105506, 0.092027314, 46, 22.241053826111756, 99.33333333333333, 'Low Risk'),
(76795, 76, 13, '59:45.9', 37.08268478860749, 99.45552339275123, 124, 77, 29, 'Male', 92.87498994591411, 1.867110969036247, 0.072481125, 47, 26.641490532561477, 92.66666666666667, 'Low Risk'),
(76796, 73, 19, '58:45.9', 37.11234885068949, 97.95585769605665, 136, 74, 36, 'Female', 51.22255971449639, 1.5187817220412412, 0.065271196, 62, 22.206011150396137, 94.66666666666666, 'Low Risk'),
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(76802, 81, 13, '52:45.9', 37.27986578798956, 96.67375663152303, 136, 82, 81, 'Female', 86.86619192305076, 1.5287431013919972, 0.10194560267942536, 54, 37.1690758, 100, 'High Risk'),
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(76804, 89, 15, '50:45.9', 36.72899919940795, 99.71627428968061, 114, 86, 74, 'Male', 63.44803964576227, 1.9732341012244599, 0.10055875445475848, 28, 16.295248345876335, 95.33333333333333, 'High Risk'),
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(76993, 72, 16, '41:45.9', 36.87225105096357, 98.31051372731015, 124, 74, 85, 'Male', 77.79171136608423, 1.7458228904597888, 0.095937698, 50, 25.52307277748904, 90.66666666666666, 'Low Risk'),
(76994, 69, 15, '40:45.9', 36.96046636236262, 98.31966273432157, 112, 80, 44, 'Female', 91.61682507896924, 1.8238962726770276, 0.12518571125604233, 32, 27.540699454475245, 90.66666666666667, 'Low Risk'),
(76995, 78, 15, '39:45.9', 36.276593746581334, 98.63062478298973, 120, 73, 83, 'Male', 95.52365104487251, 1.9570339297226058, 0.091602009, 47, 24.941019561204673, 88.66666666666667, 'Low Risk'),
(76996, 60, 12, '38:45.9', 37.45708590318621, 98.5582376, 115, 76, 25, 'Male', 75.11454583052014, 1.6182479849465825, 0.075233333, 39, 28.683615742498073, 89, 'Low Risk'),
(76997, 96, 13, '37:45.9', 37.13419215944086, 95.23355395469927, 130, 70, 19, 'Female', 55.61649634898618, 1.7815443965156492, 0.097419484, 60, 17.523075300315856, 90, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(76998, 72, 19, '36:45.9', 37.42764412748489, 98.99085677, 139, 81, 27, 'Male', 65.60777450811042, 1.9439054169079542, 0.12301441018938213, 58, 17.362211657959893, 100.33333333333333, 'High Risk'),
(76999, 61, 13, '35:45.9', 36.64372409570075, 97.57797878, 137, 84, 75, 'Male', 55.55277049552034, 1.834659130510802, 0.051402692, 53, 16.50421792614638, 101.66666666666666, 'High Risk'),
(77000, 88, 17, '34:45.9', 36.11839971133783, 96.04538531, 120, 73, 74, 'Female', 97.48738001698138, 1.808794918054473, 0.097635007, 47, 29.796807863000108, 88.66666666666667, 'Low Risk'),
(77001, 79, 14, '33:45.9', 36.23992247, 96.68677528727434, 139, 88, 30, 'Female', 85.54788559009609, 1.6607067384272065, 0.1321502672938438, 51, 31.018685126915766, 105, 'High Risk'),
(77002, 92, 19, '32:45.9', 36.061196664812385, 99.60528949565217, 134, 72, 48, 'Male', 82.69041571512503, 1.7858529229219529, 0.1436392844389542, 62, 25.927688324596772, 92.66666666666666, 'High Risk'),
(77003, 92, 19, '31:45.9', 36.482658636989996, 95.88019280919613, 134, 84, 84, 'Female', 73.42871337967152, 1.8870714582583925, 0.13189933378525007, 50, 20.620026852077505, 100.66666666666666, 'High Risk'),
(77004, 78, 19, '30:45.9', 36.939344100507384, 95.22191175556841, 125, 82, 61, 'Male', 68.89110836, 1.9206166139401624, 0.11710890906817968, 43, 18.675911589644354, 96.33333333333333, 'Low Risk'),
(77005, 73, 16, '29:45.9', 36.59748152218841, 97.26781282282002, 117, 71, 65, 'Female', 82.59808775238814, 1.5321683097389491, 0.11273086063400489, 46, 35.18495841372371, 86.33333333333333, 'High Risk'),
(77006, 64, 19, '28:45.9', 37.426808281846924, 99.51833857567333, 119, 72, 39, 'Female', 92.62983556058524, 1.9530345336467114, 0.07811745, 47, 24.284605227321357, 87.66666666666667, 'Low Risk'),
(77007, 89, 13, '27:45.9', 37.12536481774303, 98.39392450433614, 134, 78, 67, 'Male', 69.18396257311429, 1.9690035851631698, 0.077360337, 56, 17.844830173149592, 96.66666666666666, 'High Risk'),
(77008, 67, 15, '26:45.9', 36.08180431, 96.86928055847369, 118, 70, 41, 'Male', 51.306693381401054, 1.6895094060843152, 0.093671793, 48, 17.974333611893893, 86, 'High Risk'),
(77009, 87, 19, '25:45.9', 36.73680362055778, 96.69411426001986, 120, 84, 51, 'Female', 85.54741798391545, 1.7578534772404315, 0.051065087589205416, 36, 27.684810890486347, 96, 'Low Risk'),
(77010, 74, 16, '24:45.9', 36.69676876793138, 97.23170138314478, 118, 89, 65, 'Female', 55.319978089902136, 1.986902013, 0.11387815396338499, 29, 14.012934749193239, 98.66666666666667, 'High Risk'),
(77011, 91, 12, '23:45.9', 36.886454446957494, 98.64707604163934, 116, 71, 18, 'Male', 64.31274864269815, 1.6712520763980798, 0.076621133, 45, 23.02571640866875, 86, 'High Risk'),
(77012, 73, 15, '22:45.9', 36.14807985, 98.54191918, 124, 86, 80, 'Male', 56.12666896428472, 1.6547116281172118, 0.077512547, 38, 20.498620281597912, 98.66666666666667, 'Low Risk'),
(77013, 98, 15, '21:45.9', 37.31173627564564, 95.05967724283157, 117, 78, 58, 'Male', 72.67938633605316, 1.801261984521179, 0.084853844, 39, 22.400488274948653, 91, 'High Risk'),
(77014, 64, 13, '20:45.9', 36.3897395, 96.37257823167423, 119, 86, 53, 'Male', 52.785478118865626, 1.9604518230653922, 0.14757729406092313, 33, 13.734160273419514, 97, 'High Risk'),
(77015, 60, 15, '19:45.9', 36.11282403910435, 96.29225775, 122, 70, 55, 'Male', 54.509603984107954, 1.8111804118427406, 0.1390928497642399, 52, 16.616884519112947, 87.33333333333333, 'High Risk'),
(77016, 97, 15, '18:45.9', 36.53925027647423, 95.42078486765871, 114, 86, 65, 'Male', 56.952800170124824, 1.764545075762056, 0.09343204, 28, 18.291510373115603, 95.33333333333333, 'High Risk'),
(77017, 90, 12, '17:45.9', 37.29848683331887, 99.07886382294191, 124, 88, 52, 'Female', 88.74211224548436, 1.639323197144941, 0.10726591285615504, 36, 33.02178860399285, 100, 'High Risk'),
(77018, 62, 12, '16:45.9', 36.24117249177238, 97.97246456075945, 111, 89, 57, 'Female', 68.54951082149104, 1.8216162585584459, 0.097771372, 22, 20.658109363851622, 96.33333333333333, 'Low Risk'),
(77019, 98, 15, '15:45.9', 36.56062775826595, 96.21554385875099, 117, 85, 86, 'Female', 71.51722963787677, 1.9742502543605718, 0.062323888639640994, 32, 18.348741300275204, 95.66666666666667, 'High Risk'),
(77020, 69, 15, '14:45.9', 37.17261737005365, 95.43361963335866, 114, 75, 74, 'Male', 67.73053955959364, 1.9664961315504503, 0.12814451745183797, 39, 17.514524149326338, 88, 'High Risk'),
(77021, 86, 13, '13:45.9', 36.83784703823773, 96.40484549685142, 121, 80, 66, 'Female', 88.71094784, 1.8819612280387268, 0.14725307781946934, 41, 25.047009224919705, 93.66666666666667, 'Low Risk'),
(77022, 85, 17, '12:45.9', 36.94984878507554, 97.42860806900362, 133, 79, 72, 'Female', 65.89110564611282, 1.8476573025872378, 0.14423477828203923, 54, 19.301183930250748, 97, 'Low Risk'),
(77023, 87, 17, '11:45.9', 36.23607489275692, 95.79102273199659, 121, 73, 85, 'Female', 96.43063309450352, 1.601492633329877, 0.1293020661312645, 48, 37.59803323424488, 89, 'High Risk'),
(77024, 83, 19, '10:45.9', 36.92781450167429, 95.56804325628443, 112, 86, 89, 'Male', 69.98041710357856, 1.5819005388270315, 0.13210314204688112, 26, 27.965216038533843, 94.66666666666667, 'Low Risk'),
(77025, 61, 16, '09:45.9', 37.13390029154284, 99.61540424130818, 122, 81, 41, 'Female', 83.01256950276172, 1.9803721301742596, 0.077934998, 41, 21.166558203302575, 94.66666666666667, 'Low Risk'),
(77026, 68, 19, '08:45.9', 36.69917931353404, 96.95886058962948, 131, 73, 21, 'Female', 51.790355982162026, 1.9030763624353617, 0.14453282318761895, 58, 14.300014112749846, 92.33333333333333, 'High Risk'),
(77027, 99, 16, '07:45.9', 36.75559865592811, 97.68371303, 125, 78, 51, 'Male', 80.60662314806416, 1.9491991064131304, 0.097132788, 47, 21.215746641893055, 93.66666666666667, 'High Risk'),
(77028, 93, 14, '06:45.9', 36.65031772, 99.40562596646694, 125, 84, 65, 'Male', 80.99415131, 1.6027568190920203, 0.070360944, 41, 31.52959501511521, 97.66666666666667, 'High Risk'),
(77029, 66, 17, '05:45.9', 36.092376270012515, 97.72892740505092, 121, 81, 31, 'Female', 91.49019053934403, 1.5440868118613138, 0.07222414, 40, 38.37347281150238, 94.33333333333333, 'High Risk'),
(77030, 78, 13, '04:45.9', 36.360370303346215, 97.77369830025314, 123, 86, 46, 'Male', 63.43416597070201, 1.8976476189682938, 0.092227788, 37, 17.615383170864135, 98.33333333333333, 'High Risk'),
(77031, 75, 12, '03:45.9', 36.37008933, 96.51234940129903, 121, 89, 47, 'Female', 81.90899019820833, 1.7361968494415747, 0.056019988, 32, 27.17275319776873, 99.66666666666667, 'Low Risk'),
(77032, 99, 18, '02:45.9', 37.23470481159832, 95.46015623115777, 111, 78, 30, 'Male', 81.63836312353945, 1.8587767247390026, 0.1189023454849286, 33, 23.628700471475064, 89, 'High Risk'),
(77033, 60, 18, '01:45.9', 36.49110028189289, 97.00597434302286, 130, 78, 31, 'Female', 73.10408707892002, 1.7826641452345164, 0.14152003164368782, 52, 23.00395973899394, 95.33333333333333, 'Low Risk'),
(77034, 67, 17, '00:45.9', 36.820005892280406, 99.83468467283599, 121, 82, 60, 'Male', 57.51933095632289, 1.816411201406249, 0.087460511, 39, 17.433536003405603, 95, 'High Risk'),
(77035, 61, 14, '59:45.9', 36.80206572859653, 96.62501855535147, 126, 79, 53, 'Female', 83.46902567, 1.5907417289296197, 0.1401555301409131, 47, 32.98572214912101, 94.66666666666667, 'High Risk'),
(77036, 63, 18, '58:45.9', 36.869896569493875, 99.99397794600472, 112, 85, 56, 'Male', 84.81262026391985, 1.6071304321578272, 0.065009167, 27, 32.836603668443225, 94, 'High Risk'),
(77037, 88, 14, '57:45.9', 36.69681927667244, 99.39009296140505, 113, 76, 81, 'Male', 91.99374908589905, 1.5274801270417608, 0.065136457, 37, 39.42822089602705, 88.33333333333333, 'High Risk'),
(77038, 65, 13, '56:45.9', 37.13961808946601, 96.74501300961239, 126, 89, 86, 'Female', 86.11363304527343, 1.700468480630764, 0.11774081051719663, 37, 29.780688861977342, 101.33333333333333, 'Low Risk'),
(77039, 98, 14, '55:45.9', 36.92467307170199, 97.90710533192426, 138, 78, 59, 'Female', 66.01093001594597, 1.9727387723724998, 0.093087879, 60, 16.961985626226063, 98, 'High Risk'),
(77040, 98, 17, '54:45.9', 37.25043758169303, 97.39867109352697, 127, 89, 52, 'Female', 57.16340706928521, 1.581854616, 0.1367660534677131, 38, 22.844674449083634, 101.66666666666667, 'High Risk'),
(77041, 60, 18, '53:45.9', 37.312868157604214, 98.65587525289894, 132, 71, 20, 'Male', 99.07498043834437, 1.5123779658588272, 0.080758852, 61, 43.315498056725176, 91.33333333333333, 'High Risk'),
(77042, 72, 15, '52:45.9', 37.25330611053018, 95.46611983980239, 133, 84, 47, 'Male', 74.48331463958321, 1.8782737818288298, 0.11959380768600142, 49, 21.112574861558866, 100.33333333333333, 'Low Risk'),
(77043, 98, 17, '51:45.9', 36.14483828476562, 95.11240240912156, 115, 74, 26, 'Female', 86.74053839683489, 1.7137375806171995, 0.10419495425789742, 41, 29.534761792940316, 87.66666666666667, 'High Risk'),
(77044, 83, 16, '50:45.9', 37.32392956251365, 96.92156625145783, 111, 77, 63, 'Female', 53.674584490253835, 1.7867163793425325, 0.055239223, 34, 16.81347388528188, 88.33333333333333, 'High Risk'),
(77045, 92, 18, '49:45.9', 36.971562194736926, 98.40032557859205, 125, 76, 80, 'Male', 78.14399315106154, 1.8420403524903055, 0.14432979795059941, 49, 23.03017935938367, 92.33333333333333, 'High Risk'),
(77046, 70, 12, '48:45.9', 36.81480394419523, 95.79736362872956, 125, 86, 65, 'Female', 60.90656565325819, 1.687890423246896, 0.053984640684345664, 39, 21.378420415204907, 99, 'Low Risk'),
(77047, 66, 15, '47:45.9', 36.47483811818148, 99.82050194366965, 138, 76, 78, 'Male', 81.95079863809288, 1.7718915209770767, 0.068305952, 62, 26.102309233030038, 96.66666666666666, 'Low Risk'),
(77048, 67, 18, '46:45.9', 37.45837159314949, 98.89068097456754, 116, 84, 23, 'Female', 68.05679686257618, 1.533532622406499, 0.13907829282070913, 32, 28.939129737918073, 94.66666666666667, 'Low Risk'),
(77049, 97, 19, '45:45.9', 36.32395678212794, 96.58870409134057, 134, 72, 19, 'Female', 86.09945677134384, 1.994209727516928, 0.058757751, 62, 21.650042370807842, 92.66666666666666, 'High Risk'),
(77050, 68, 19, '44:45.9', 36.72612467, 96.99723617847758, 121, 76, 31, 'Male', 70.46534412504975, 1.5994469837266978, 0.10310985086963781, 45, 27.544562497400566, 91, 'Low Risk'),
(77051, 62, 16, '43:45.9', 36.55718512310386, 96.98498800406455, 110, 80, 54, 'Male', 64.79150581125737, 1.6881032713005089, 0.090851613, 30, 22.736313583581666, 90, 'Low Risk'),
(77052, 75, 12, '42:45.9', 37.36627068, 96.55223487, 134, 81, 33, 'Male', 68.93649945149562, 1.8072612190761908, 0.066797823, 53, 21.10606967986711, 98.66666666666666, 'Low Risk'),
(77053, 79, 15, '41:45.9', 37.12521082, 98.29976479841454, 118, 70, 41, 'Male', 73.88238441016902, 1.9675900408521494, 0.14520425910042956, 48, 19.084099476412327, 86, 'Low Risk'),
(77054, 60, 14, '40:45.9', 36.310312664298394, 95.65449813781939, 115, 88, 47, 'Male', 85.75046478270055, 1.9814353325302765, 0.13489636471396405, 27, 21.841209103688044, 97, 'Low Risk'),
(77055, 94, 14, '39:45.9', 36.256022061909114, 95.20442618887384, 139, 70, 32, 'Male', 83.13515924039271, 1.674892682371211, 0.054440231, 69, 29.635397902853743, 93, 'High Risk'),
(77056, 96, 13, '38:45.9', 37.06579063, 96.14598327473871, 131, 72, 66, 'Male', 58.25065942459114, 1.6995533626540096, 0.11038569368991946, 59, 20.16653274474948, 91.66666666666666, 'High Risk'),
(77057, 63, 19, '37:45.9', 37.07805077299615, 99.77514781122318, 112, 73, 65, 'Male', 76.96649636819274, 1.7141978339622097, 0.10861560994407884, 39, 26.192673736091965, 86, 'Low Risk'),
(77058, 73, 18, '36:45.9', 36.42274990398817, 98.74950590260747, 118, 72, 60, 'Male', 91.62465066017342, 1.7575814748716803, 0.071160804, 46, 29.660700184143924, 87.33333333333333, 'Low Risk'),
(77059, 80, 18, '35:45.9', 36.31800749178789, 99.08465105146166, 128, 82, 54, 'Male', 86.60519051255021, 1.7265104987715476, 0.12797656563407278, 46, 29.05396935920528, 97.33333333333333, 'Low Risk'),
(77060, 97, 17, '34:45.9', 37.487922225097186, 99.92062414, 139, 82, 19, 'Male', 82.05400907566028, 1.6221828978072037, 0.077881697, 57, 31.18172723503059, 101, 'High Risk'),
(77061, 67, 15, '33:45.9', 36.45054013408836, 97.10126488, 136, 86, 65, 'Male', 73.72273128562814, 1.8266484552960152, 0.102617952, 50, 22.094870920451374, 102.66666666666666, 'Low Risk'),
(77062, 65, 13, '32:45.9', 37.24749022, 98.87848449770485, 128, 80, 84, 'Female', 89.00419581908875, 1.867052502119082, 0.056785458212241305, 48, 25.53273979291654, 96, 'Low Risk'),
(77063, 83, 13, '31:45.9', 37.01927420805083, 97.60097986922484, 133, 77, 56, 'Male', 89.51324831457197, 1.866913205, 0.14809118008998656, 56, 25.68260440910229, 95.66666666666666, 'Low Risk'),
(77064, 60, 18, '30:45.9', 36.26156900290327, 96.87675846182087, 111, 79, 33, 'Male', 68.19549241858695, 1.7552545546706395, 0.052423418343947786, 32, 22.13479235961442, 89.66666666666667, 'Low Risk'),
(77065, 64, 14, '29:45.9', 36.08552024887273, 98.97945754564275, 126, 77, 36, 'Male', 81.74801489, 1.977893938288031, 0.1340377602566663, 49, 20.896387655592346, 93.33333333333333, 'Low Risk'),
(77066, 71, 19, '28:45.9', 36.15359595843732, 98.63016491040968, 127, 80, 41, 'Male', 58.96777899344919, 1.9052008352114655, 0.085732692, 47, 16.24550604276803, 95.66666666666667, 'High Risk'),
(77067, 70, 13, '27:45.9', 37.38157815476265, 99.74486214181871, 139, 85, 85, 'Female', 56.47682568932122, 1.6768537094650688, 0.12960307899046075, 54, 20.08537419275211, 103, 'Low Risk'),
(77068, 92, 15, '26:45.9', 37.37610181098949, 95.33555822144055, 118, 86, 82, 'Female', 93.47973877415609, 1.883758621, 0.13684657923488525, 32, 26.34310630300298, 96.66666666666667, 'High Risk'),
(77069, 62, 14, '25:45.9', 36.52616162188512, 98.36648881, 118, 88, 50, 'Male', 50.05378051622652, 1.840293851511915, 0.092520283, 30, 14.779595042729195, 98, 'High Risk'),
(77070, 91, 13, '24:45.9', 36.064699492106584, 98.01336745919292, 114, 82, 29, 'Female', 55.320771413658406, 1.9447079382115222, 0.13928396060687265, 32, 14.62781481065865, 92.66666666666667, 'High Risk'),
(77071, 93, 12, '23:45.9', 37.10601218234043, 95.87523341070411, 113, 76, 35, 'Male', 65.67493159336226, 1.891553013738526, 0.138674038, 37, 18.35534678293767, 88.33333333333333, 'High Risk'),
(77072, 85, 16, '22:45.9', 36.052805589891065, 99.80463071, 129, 73, 49, 'Female', 94.16746001331919, 1.5335429917334087, 0.11052775696708238, 56, 40.041371550377214, 91.66666666666666, 'High Risk'),
(77073, 81, 12, '21:45.9', 37.14700906595683, 99.54837518, 113, 85, 27, 'Female', 75.87172639916436, 1.9538779854828998, 0.11293078087915007, 28, 19.873990908785043, 94.33333333333333, 'Low Risk'),
(77074, 74, 16, '20:45.9', 37.18599073159206, 99.95685681925636, 113, 75, 87, 'Male', 72.15506612620186, 1.739299193110157, 0.059849467533480374, 38, 23.851639576163848, 87.66666666666667, 'Low Risk'),
(77075, 84, 17, '19:45.9', 36.997805698434405, 97.30717945965436, 123, 77, 35, 'Female', 58.74798770397693, 1.5306833814437852, 0.079497128, 46, 25.073921454614116, 92.33333333333333, 'Low Risk'),
(77076, 71, 15, '18:45.9', 37.32240638688409, 95.54339237053416, 114, 85, 60, 'Female', 64.24024294, 1.9712766254591716, 0.052830561699585735, 29, 16.53149119461058, 94.66666666666667, 'High Risk'),
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(77254, 70, 19, '20:45.9', 36.25660942371832, 97.57308353399831, 114, 74, 21, 'Male', 84.98781832715063, 1.8205494837043725, 0.1173117117363326, 40, 25.641988743190115, 87.33333333333333, 'Low Risk'),
(77255, 85, 13, '19:45.9', 37.24402114470777, 96.02079836416311, 113, 89, 86, 'Male', 54.56851152137655, 1.7365266417331662, 0.078896015, 24, 18.09585911197117, 97, 'High Risk'),
(77256, 74, 15, '18:45.9', 37.35055312821833, 95.54832042012566, 126, 70, 61, 'Female', 72.43181305314774, 1.8183715019297828, 0.07433223, 56, 21.906052465805004, 88.66666666666666, 'Low Risk'),
(77257, 73, 17, '17:45.9', 36.49480657607073, 99.06744052330333, 110, 82, 83, 'Male', 94.43044596891991, 1.831476695654335, 0.072186892, 28, 28.15199955097726, 91.33333333333333, 'Low Risk'),
(77258, 88, 19, '16:45.9', 36.46978308704237, 95.62270142306416, 111, 82, 38, 'Female', 88.19673565937134, 1.658668984582298, 0.11212681158622834, 29, 32.05775190440224, 91.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(77260, 77, 19, '14:45.9', 37.43456358641307, 96.19719297199252, 118, 72, 44, 'Male', 64.53211906820579, 1.9756035373702772, 0.080238944, 46, 16.53393919881263, 87.33333333333333, 'High Risk'),
(77261, 92, 14, '13:45.9', 37.47768769525531, 95.74910715843828, 111, 79, 28, 'Female', 73.41115195834033, 1.5069116268704446, 0.11662727676979961, 32, 32.32856826681865, 89.66666666666667, 'High Risk'),
(77262, 73, 15, '12:45.9', 36.72055990488543, 96.25844244316346, 135, 71, 69, 'Male', 57.02113025437383, 1.5940339257101364, 0.098241928, 64, 22.440922250362075, 92.33333333333333, 'Low Risk'),
(77263, 62, 12, '11:45.9', 36.87494975187329, 96.68719871153897, 131, 75, 85, 'Female', 74.59322835092323, 1.7540854399543402, 0.13976061030877956, 56, 24.24364501507765, 93.66666666666666, 'Low Risk'),
(77264, 62, 15, '10:45.9', 36.89949493536762, 97.84954296, 137, 89, 51, 'Female', 61.555508653158626, 1.9600272327250698, 0.099957765, 48, 16.022958703109467, 105, 'High Risk'),
(77265, 96, 12, '09:45.9', 37.460628429345384, 97.66936659813582, 132, 70, 26, 'Female', 84.56766656113315, 1.917350333229536, 0.11185284531281278, 62, 23.003896286264972, 90.66666666666666, 'High Risk'),
(77266, 71, 15, '08:45.9', 36.25139155659857, 99.35673633153233, 126, 75, 44, 'Female', 58.948140787314415, 1.7957488650716622, 0.077062968, 51, 18.28011446466611, 92, 'High Risk'),
(77267, 97, 14, '07:45.9', 36.538287871389464, 98.87169080222746, 134, 80, 51, 'Female', 58.536677990264664, 1.5852654373550525, 0.11094012305562703, 54, 23.29292831295307, 98, 'High Risk'),
(77268, 61, 14, '06:45.9', 36.550408502390255, 96.45058648650812, 135, 71, 70, 'Male', 59.32158977473802, 1.7648873976217414, 0.10073655996934522, 64, 19.04490353772752, 92.33333333333333, 'Low Risk'),
(77269, 88, 14, '05:45.9', 36.25418437400838, 99.73139316318202, 128, 70, 37, 'Male', 68.95717368295128, 1.680886083990937, 0.14727927542944924, 58, 24.40635306685705, 89.33333333333333, 'Low Risk'),
(77270, 90, 18, '04:45.9', 36.70155972699301, 95.46447467648315, 111, 81, 70, 'Female', 92.22013587211096, 1.5361828864335714, 0.088025476, 30, 39.07868241, 91, 'High Risk'),
(77271, 77, 12, '03:45.9', 37.33433662413557, 96.03632264972073, 115, 86, 80, 'Female', 57.523335428800266, 1.5645876801890504, 0.074743061, 29, 23.498722236013553, 95.66666666666667, 'Low Risk'),
(77272, 84, 18, '02:45.9', 36.58913997593058, 95.8277038, 128, 81, 42, 'Female', 62.50225406552031, 1.6203303016052795, 0.10642073379735595, 47, 23.806117476041543, 96.66666666666667, 'Low Risk'),
(77273, 79, 17, '01:45.9', 36.88678988, 98.98804844883992, 114, 77, 76, 'Male', 67.02766956270463, 1.6707088123043579, 0.073807819, 37, 24.013341288364455, 89.33333333333333, 'Low Risk'),
(77274, 99, 17, '00:45.9', 36.33434530267969, 97.78140127952133, 127, 85, 67, 'Male', 53.83724665530028, 1.5217769347194825, 0.092303115, 42, 23.247745707263817, 99, 'High Risk'),
(77275, 62, 12, '59:45.9', 36.04636086035023, 95.41545742, 134, 85, 85, 'Female', 77.63593221867444, 1.699125470527433, 0.058614429, 49, 26.891304589197585, 101.33333333333333, 'Low Risk'),
(77276, 87, 17, '58:45.9', 36.15633967288484, 95.38027024077404, 138, 76, 49, 'Male', 55.490735221937435, 1.6807715202108877, 0.14204614879735655, 62, 19.642787477456316, 96.66666666666666, 'Low Risk'),
(77277, 69, 18, '57:45.9', 36.87183069458064, 97.73150808057235, 112, 71, 43, 'Male', 68.03839553, 1.7746930693173364, 0.13716944261903347, 41, 21.60267624755119, 84.66666666666667, 'Low Risk'),
(77278, 83, 15, '56:45.9', 36.73326429145594, 95.12445798227888, 126, 78, 89, 'Male', 75.32672529421016, 1.5144935373489483, 0.080618181, 48, 32.84083862135892, 94, 'High Risk'),
(77279, 96, 16, '55:45.9', 37.15684875382152, 98.65906572060439, 135, 70, 76, 'Male', 75.16342560100169, 1.931904697, 0.090571489, 65, 20.13887323648009, 91.66666666666666, 'High Risk'),
(77280, 72, 14, '54:45.9', 37.206455916449585, 98.24094810812271, 117, 80, 20, 'Female', 69.33248708737202, 1.8741666059754172, 0.12276998722302523, 37, 19.738783735310903, 92.33333333333333, 'Low Risk'),
(77281, 72, 15, '53:45.9', 36.17140562403063, 98.85652947227032, 115, 74, 41, 'Female', 62.040102983971536, 1.7905737612147263, 0.085957597, 41, 19.350316720020786, 87.66666666666667, 'Low Risk'),
(77282, 66, 18, '52:45.9', 36.79759255524049, 97.15683868199389, 131, 78, 59, 'Male', 62.07760568587088, 1.9803530203915471, 0.056200048, 53, 15.828863275084213, 95.66666666666666, 'High Risk'),
(77283, 97, 19, '51:45.9', 36.29063836452977, 97.37977108325973, 114, 83, 36, 'Female', 68.66780591876386, 1.983437209174187, 0.10392939481777352, 31, 17.454855520218995, 93.33333333333333, 'High Risk'),
(77284, 85, 17, '50:45.9', 36.42653244421525, 95.62788534138085, 129, 81, 67, 'Male', 58.79656953304818, 1.5739973302076997, 0.073386664, 48, 23.73252818314218, 97, 'Low Risk'),
(77285, 80, 18, '49:45.9', 36.77159462, 95.01920708225659, 121, 84, 53, 'Female', 94.66888607732014, 1.598139643294326, 0.14181945227330547, 37, 37.06617890637543, 96.33333333333333, 'High Risk'),
(77286, 64, 16, '48:45.9', 36.26245141, 98.37906631881165, 112, 73, 63, 'Male', 66.48223175749759, 1.5397809109712857, 0.1467747740786322, 39, 28.04062745174265, 86, 'Low Risk'),
(77287, 91, 16, '47:45.9', 37.32298936042294, 98.26386552352184, 122, 87, 53, 'Male', 84.21995827354709, 1.6917031581670439, 0.099786501, 35, 29.428403475449347, 98.66666666666667, 'High Risk'),
(77288, 78, 16, '46:45.9', 36.25168940003094, 97.99614151353175, 133, 81, 87, 'Male', 94.43438053668064, 1.737993664759864, 0.091434515, 52, 31.26322366756491, 98.33333333333333, 'High Risk'),
(77289, 99, 17, '45:45.9', 36.23096792432684, 97.86962650082546, 137, 85, 41, 'Female', 68.19748799045199, 1.7618273711889687, 0.11581074248664334, 52, 21.97058761, 102.33333333333333, 'High Risk'),
(77290, 63, 19, '44:45.9', 36.23581097990897, 97.89428847, 119, 78, 73, 'Male', 90.00345932758755, 1.893068710688086, 0.07141442, 41, 25.114610512878606, 91.66666666666667, 'Low Risk'),
(77291, 85, 18, '43:45.9', 36.494542196587986, 98.46541205351753, 113, 86, 19, 'Male', 63.26700492127477, 1.576311527625153, 0.06702825, 27, 25.46203859825934, 95, 'Low Risk'),
(77292, 89, 15, '42:45.9', 36.32358669207499, 96.59640926, 111, 88, 84, 'Male', 72.28665757421507, 1.7713853370178958, 0.066176523, 23, 23.037325218038823, 95.66666666666667, 'Low Risk'),
(77293, 66, 18, '41:45.9', 37.09310113962112, 98.92495097889066, 137, 70, 31, 'Male', 84.34810995484747, 1.833493737, 0.092944584, 67, 25.090914687353955, 92.33333333333333, 'Low Risk'),
(77294, 64, 18, '40:45.9', 36.809655988733844, 99.56106954485706, 136, 73, 53, 'Male', 80.51103988016132, 1.8144385477962044, 0.097265399, 63, 24.455182503220218, 94, 'Low Risk'),
(77295, 88, 16, '39:45.9', 36.34707581746917, 97.71123147875376, 137, 89, 29, 'Female', 93.27442846452217, 1.654370857686349, 0.096258394, 48, 34.07978561768506, 105, 'High Risk'),
(77296, 95, 13, '38:45.9', 36.72984984811207, 97.59029809816737, 134, 71, 20, 'Male', 67.80956249243135, 1.9570074691334756, 0.10248948336273166, 63, 17.70540950522227, 92, 'High Risk'),
(77297, 61, 14, '37:45.9', 36.47499182801382, 96.20727341683653, 132, 83, 26, 'Male', 86.27893009102534, 1.5657767884637526, 0.069091575, 49, 35.19208918913471, 99.33333333333333, 'High Risk'),
(77298, 62, 16, '36:45.9', 36.86093897604749, 96.14351696421824, 114, 87, 39, 'Male', 96.53602606, 1.8757160523801941, 0.06044895, 27, 27.43817531905482, 96, 'Low Risk'),
(77299, 62, 15, '35:45.9', 36.48156598572826, 96.09488644454112, 120, 88, 53, 'Male', 61.33322536194474, 1.845747480042589, 0.059783000073419905, 32, 18.00326339480973, 98.66666666666667, 'High Risk'),
(77300, 90, 15, '34:45.9', 37.47267947909381, 98.09839329263252, 135, 84, 39, 'Female', 62.84425230806495, 1.5139484382786954, 0.089195134, 51, 27.418481252157807, 101, 'Low Risk'),
(77301, 70, 13, '33:45.9', 36.22047995999972, 98.35871776132291, 130, 84, 78, 'Male', 64.34745368695351, 1.8608237542466368, 0.092768652, 46, 18.583216355738482, 99.33333333333333, 'Low Risk'),
(77302, 66, 15, '32:45.9', 36.80644873832657, 95.03794907275372, 126, 73, 83, 'Female', 61.84229761189834, 1.8572783782881346, 0.12415017667830175, 53, 17.927990388658277, 90.66666666666666, 'High Risk'),
(77303, 63, 12, '31:45.9', 37.35997210157977, 99.35937488329803, 134, 73, 34, 'Male', 93.56866852056665, 1.9390686549657903, 0.071890236, 61, 24.885368575024636, 93.33333333333333, 'Low Risk'),
(77304, 79, 16, '30:45.9', 36.02502922105458, 99.38508332784764, 119, 83, 75, 'Male', 50.95513213882677, 1.6546031067417157, 0.073666663, 36, 18.612309310145836, 95, 'Low Risk'),
(77305, 95, 14, '29:45.9', 36.56643488227671, 97.41699680348624, 129, 88, 19, 'Male', 71.81431857720439, 1.589943627651526, 0.13832552388356825, 41, 28.408453424254354, 101.66666666666667, 'High Risk'),
(77306, 90, 12, '28:45.9', 36.71437916437576, 96.49899219386919, 139, 71, 78, 'Male', 86.39083174756988, 1.7546411434996094, 0.09841873, 68, 28.060217823048767, 93.66666666666666, 'Low Risk'),
(77307, 71, 13, '27:45.9', 36.45473749965982, 99.34725842926623, 136, 71, 28, 'Male', 50.26282642347548, 1.7035326224988268, 0.12168663886531779, 65, 17.319924606459093, 92.66666666666666, 'High Risk'),
(77308, 84, 17, '26:45.9', 36.34674176829782, 98.97645750953447, 112, 80, 87, 'Female', 80.92766883919792, 1.8501824645301213, 0.07038428, 32, 23.64111248897716, 90.66666666666667, 'Low Risk'),
(77309, 92, 19, '25:45.9', 36.28827606358837, 98.48496724524168, 123, 80, 88, 'Male', 57.17822034840001, 1.8106051548985111, 0.12594243963672996, 43, 17.44147175416657, 94.33333333333333, 'High Risk'),
(77310, 86, 19, '24:45.9', 37.018461853521075, 95.90904052544253, 138, 83, 53, 'Male', 98.19721865046066, 1.5540573728809206, 0.051686739765173996, 55, 40.65978620802795, 101.33333333333333, 'High Risk'),
(77311, 93, 18, '23:45.9', 37.19272392481469, 98.55242684970173, 127, 88, 32, 'Female', 87.30059027002369, 1.7989854424038099, 0.099910294, 39, 26.975026632511153, 101, 'High Risk'),
(77312, 66, 15, '22:45.9', 36.20496385704295, 98.71796167429872, 115, 79, 54, 'Male', 95.96388571, 1.7063368176325413, 0.066042206, 36, 32.95932445, 91, 'High Risk'),
(77313, 78, 17, '21:45.9', 36.29357132952584, 95.60873619911439, 121, 72, 68, 'Male', 58.855652376155945, 1.5570736847693762, 0.061303177051968555, 49, 24.275593020108712, 88.33333333333333, 'Low Risk'),
(77314, 76, 18, '20:45.9', 36.59635563779272, 99.42054935791985, 131, 82, 60, 'Male', 54.41326773980246, 1.8145000421075177, 0.088375264, 49, 16.52687881601636, 98.33333333333333, 'High Risk'),
(77315, 96, 15, '19:45.9', 36.363168095807744, 99.91578026778839, 112, 75, 50, 'Female', 85.59684540671583, 1.9740345171681062, 0.10583830188637805, 37, 21.965863215042926, 87.33333333333333, 'High Risk'),
(77316, 72, 14, '18:45.9', 36.12144326153556, 95.97649606947446, 117, 81, 27, 'Female', 66.73651864485817, 1.5307072678252958, 0.090633307, 36, 28.48257562499896, 93, 'Low Risk'),
(77317, 63, 19, '17:45.9', 37.32877736016807, 95.22367198042868, 113, 85, 38, 'Female', 76.33565257931987, 1.765421581968527, 0.11713104379311308, 28, 24.49235579635385, 94.33333333333333, 'Low Risk'),
(77318, 76, 14, '16:45.9', 37.27717638473696, 97.33965981035256, 122, 78, 33, 'Female', 91.85503442723555, 1.8427490402019022, 0.083161764, 44, 27.05020601, 92.66666666666667, 'Low Risk'),
(77319, 89, 13, '15:45.9', 36.96844231177096, 97.35379454705922, 139, 85, 20, 'Male', 80.70482694617613, 1.821299814929657, 0.098132744, 54, 24.329692707599907, 103, 'Low Risk'),
(77320, 73, 19, '14:45.9', 36.86689918811915, 99.88452188239567, 125, 70, 19, 'Female', 91.68738826229503, 1.5823712938113064, 0.10678417629062228, 55, 36.617847406695574, 88.33333333333333, 'High Risk'),
(77321, 76, 19, '13:45.9', 36.68190606334335, 96.56591020636704, 127, 87, 88, 'Female', 86.61579449433275, 1.741173061764516, 0.10704348704104358, 40, 28.570195652423862, 100.33333333333333, 'Low Risk'),
(77322, 85, 12, '12:45.9', 36.05072458152334, 96.20081946494389, 130, 74, 30, 'Female', 75.42702346754771, 1.8114192212656142, 0.12672929984783057, 56, 22.98735623529735, 92.66666666666666, 'Low Risk'),
(77323, 74, 15, '11:45.9', 37.299460765546165, 96.68423707616954, 126, 73, 75, 'Female', 55.588573345448225, 1.5094572877355592, 0.073822213, 53, 24.39741823137671, 90.66666666666666, 'Low Risk'),
(77324, 73, 18, '10:45.9', 36.37255122898155, 99.96497912312735, 113, 72, 26, 'Male', 73.40568204670862, 1.7819154397173955, 0.11410136, 41, 23.118278779471012, 85.66666666666667, 'Low Risk'),
(77325, 98, 17, '09:45.9', 36.17144447, 96.33903701652025, 124, 83, 68, 'Male', 67.26177499710069, 1.6942798483860915, 0.072777088, 41, 23.43138894452579, 96.66666666666667, 'High Risk'),
(77326, 95, 16, '08:45.9', 37.15039819591251, 98.10936076906317, 121, 86, 24, 'Male', 62.51469902579362, 1.562038140394099, 0.1000435024758812, 35, 25.621165210374766, 97.66666666666667, 'High Risk'),
(77327, 70, 16, '07:45.9', 36.09581970596455, 96.38008085863706, 136, 73, 60, 'Male', 54.81462889, 1.8493620790634115, 0.11733414185287884, 63, 16.02701272441278, 94, 'High Risk'),
(77328, 68, 12, '06:45.9', 37.27733858125186, 97.16963645637317, 118, 81, 77, 'Male', 91.09694328958946, 1.7709153381832632, 0.1377432073587871, 37, 29.047462906741714, 93.33333333333333, 'Low Risk'),
(77329, 76, 16, '05:45.9', 36.02038876676919, 97.94469159676052, 113, 85, 37, 'Female', 68.31616251722083, 1.9682966064648695, 0.10874828682668622, 28, 17.633656459729735, 94.33333333333333, 'High Risk'),
(77330, 82, 17, '04:45.9', 36.576277748940775, 97.40194137475002, 111, 88, 19, 'Male', 68.94083233160875, 1.7064417661597435, 0.065979112, 23, 23.67519572442389, 95.66666666666667, 'Low Risk'),
(77331, 94, 15, '03:45.9', 36.579511352058105, 96.71634377484607, 132, 71, 35, 'Female', 61.43426544958203, 1.7984503783150734, 0.1082436024008078, 61, 18.99388266540282, 91.33333333333333, 'High Risk'),
(77332, 67, 19, '02:45.9', 36.52444622, 99.69595631077696, 139, 71, 66, 'Male', 97.72135559025674, 1.8677814838080966, 0.092658151, 68, 28.011563580339118, 93.66666666666666, 'Low Risk'),
(77333, 76, 15, '01:45.9', 36.44304321509469, 96.50648044136526, 124, 76, 75, 'Female', 69.56310236859447, 1.9568569225014176, 0.10550255093676333, 48, 18.166062183744568, 92, 'High Risk'),
(77334, 83, 14, '00:45.9', 36.46882116, 96.89715051667943, 112, 78, 71, 'Male', 91.09342055732249, 1.673706861738186, 0.14412308869809637, 34, 32.51832871765155, 89.33333333333333, 'High Risk'),
(77335, 83, 12, '59:45.9', 36.42095002850692, 98.50652609372266, 136, 85, 41, 'Male', 58.51396240442667, 1.983023759192697, 0.13330986882748036, 51, 14.880025416934854, 102, 'High Risk'),
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(77337, 61, 16, '57:45.9', 36.599765102936544, 96.76141041333794, 121, 84, 20, 'Male', 89.68861576277592, 1.7485005867533001, 0.11136128093533024, 37, 29.336328256279614, 96.33333333333333, 'Low Risk'),
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(77514, 83, 13, '00:45.9', 37.484803917972854, 99.17993297206948, 126, 82, 54, 'Male', 62.794802617897616, 1.7566041449591316, 0.14726835952774903, 44, 20.35053791876781, 96.66666666666667, 'Low Risk'),
(77515, 63, 14, '59:45.9', 37.46370713570626, 98.15349583876015, 120, 87, 54, 'Male', 59.47670467233306, 1.5815051628510037, 0.070608651, 33, 23.77966161161015, 98, 'Low Risk'),
(77516, 74, 19, '58:45.9', 36.98740103166464, 99.67358401650466, 131, 78, 33, 'Female', 72.59130110485356, 1.6916392793373856, 0.071419884, 53, 25.36699709022558, 95.66666666666666, 'Low Risk'),
(77517, 90, 15, '57:45.9', 37.17635042855222, 95.04706717705358, 121, 78, 38, 'Female', 90.84156175255387, 1.5408268309074318, 0.12902909582415117, 43, 38.26281582379869, 92.33333333333333, 'High Risk'),
(77518, 82, 17, '56:45.9', 36.73845203613316, 99.04696583830697, 130, 89, 65, 'Male', 62.46776466314678, 1.5855353864306931, 0.069873941, 41, 24.848723704387545, 102.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(77519, 73, 12, '55:45.9', 36.41072785042431, 99.56701550310154, 132, 85, 77, 'Female', 70.19658451567149, 1.9449526543231983, 0.143795955, 47, 18.556578961576555, 100.66666666666667, 'Low Risk'),
(77520, 64, 18, '54:45.9', 37.09057382321206, 95.00217175490424, 114, 71, 84, 'Male', 92.07956230986059, 1.5408354012957377, 0.10367719682385507, 43, 38.783834980407676, 85.33333333333333, 'High Risk'),
(77521, 97, 16, '53:45.9', 36.76209732320505, 99.38558752708198, 112, 85, 66, 'Female', 75.46418668, 1.9720558368327614, 0.11868445828282011, 27, 19.404501085119804, 94, 'High Risk'),
(77522, 71, 15, '52:45.9', 36.41505907, 97.40333575941415, 134, 73, 26, 'Male', 80.09460247661517, 1.8090671054605987, 0.12885629759244732, 61, 24.47337678509376, 93.33333333333333, 'Low Risk'),
(77523, 65, 19, '51:45.9', 37.17332353429605, 99.13408798273247, 123, 82, 41, 'Male', 55.660978229150345, 1.9849695536887857, 0.068332739, 41, 14.126778482442713, 95.66666666666667, 'High Risk'),
(77524, 66, 19, '50:45.9', 36.078134322129614, 95.81979631787856, 124, 79, 81, 'Female', 76.31682764318187, 1.6977450957083244, 0.13423861338222298, 45, 26.477400217255443, 94, 'Low Risk'),
(77525, 90, 18, '49:45.9', 37.04033247003794, 97.76222074748605, 125, 77, 72, 'Female', 92.64528113174242, 1.5089918131789002, 0.069033295, 48, 40.68642547284872, 93, 'High Risk'),
(77526, 60, 16, '48:45.9', 36.241646149865396, 98.15732884243077, 120, 79, 79, 'Male', 96.54449177354199, 1.9557756231119399, 0.081814411, 41, 25.24000538173745, 92.66666666666667, 'Low Risk'),
(77527, 99, 14, '47:45.9', 36.82163184417237, 99.48319377741501, 110, 88, 52, 'Male', 65.33175329959286, 1.539388393806259, 0.071946938, 22, 27.569437018595472, 95.33333333333333, 'High Risk'),
(77528, 86, 18, '46:45.9', 37.16156729215045, 96.78671766491195, 115, 72, 21, 'Female', 82.75713882551827, 1.9941072363253642, 0.053636126389045885, 43, 20.81174271768033, 86.33333333333333, 'Low Risk'),
(77529, 84, 14, '45:45.9', 36.09191715040388, 97.01541420550559, 116, 87, 88, 'Female', 51.33722831893393, 1.745878037008235, 0.11701358442795923, 29, 16.842424697442848, 96.66666666666667, 'High Risk'),
(77530, 65, 19, '44:45.9', 37.14321758205683, 95.76293361773935, 119, 81, 53, 'Female', 71.1332126, 1.9770458316580979, 0.064886732, 38, 18.19864062348601, 93.66666666666667, 'High Risk'),
(77531, 92, 16, '43:45.9', 36.38821746719836, 97.53073824000971, 134, 81, 24, 'Male', 61.58603408575019, 1.8825351680475055, 0.088155989, 53, 17.377849904503233, 98.66666666666666, 'High Risk'),
(77532, 78, 14, '42:45.9', 36.40053831768158, 97.66692831827302, 137, 85, 49, 'Male', 75.69035125861595, 1.6201071458730532, 0.091481533, 52, 28.837197080775553, 102.33333333333333, 'Low Risk'),
(77533, 74, 12, '41:45.9', 37.20640933552548, 95.39669143089594, 110, 85, 32, 'Male', 75.19074790027685, 1.5642306032558664, 0.065933451, 25, 30.730020356195148, 93.33333333333333, 'High Risk'),
(77534, 63, 16, '40:45.9', 37.382499988198646, 99.46090456183236, 138, 71, 54, 'Male', 85.54178271, 1.5642731011350053, 0.10465701763980201, 67, 34.95852837, 93.33333333333333, 'High Risk'),
(77535, 76, 12, '39:45.9', 37.412955778860024, 98.29893088077301, 121, 75, 60, 'Male', 70.30071871839556, 1.9378608804045103, 0.091813841, 46, 18.720376271950684, 90.33333333333333, 'Low Risk'),
(77536, 82, 15, '38:45.9', 36.59375259592314, 95.30694389930719, 117, 85, 48, 'Male', 84.28690639398768, 1.5166525883386113, 0.11542991714858801, 32, 36.642735934762044, 95.66666666666667, 'High Risk'),
(77537, 69, 18, '37:45.9', 37.48321291928609, 99.244535, 136, 89, 26, 'Male', 61.10600406899718, 1.5435869783342047, 0.069652534, 47, 25.646120128796277, 104.66666666666667, 'Low Risk'),
(77538, 88, 16, '36:45.9', 36.81589156288437, 97.33498882, 118, 85, 19, 'Male', 80.82663938729777, 1.819082130466024, 0.071045874, 33, 24.42586243115757, 96, 'Low Risk'),
(77539, 86, 15, '35:45.9', 36.81544388603847, 98.07266504165229, 134, 87, 80, 'Female', 82.71662906348752, 1.5600228614541003, 0.11283096004404046, 47, 33.98841417203465, 102.66666666666667, 'High Risk'),
(77540, 88, 18, '34:45.9', 37.23607971552329, 96.35704357013802, 119, 76, 19, 'Male', 59.45200615278499, 1.673504400568876, 0.12467989776331204, 43, 21.228181720116915, 90.33333333333333, 'Low Risk'),
(77541, 62, 18, '33:45.9', 36.99339758114165, 99.49553360945882, 113, 75, 80, 'Female', 75.50852295535663, 1.9837239587254851, 0.12587710650814815, 38, 19.188167360735548, 87.66666666666667, 'Low Risk'),
(77542, 81, 15, '32:45.9', 37.40323049124961, 95.01425647673469, 113, 76, 50, 'Male', 53.88488878, 1.5114846930112482, 0.056691233352210296, 37, 23.58628185377564, 88.33333333333333, 'Low Risk'),
(77543, 92, 14, '31:45.9', 37.29343033217725, 95.23305552063044, 134, 85, 47, 'Female', 89.12157741553142, 1.6358355796117356, 0.11323267681836138, 49, 33.30454961026871, 101.33333333333333, 'High Risk'),
(77544, 85, 17, '30:45.9', 37.351178299281244, 97.79423109, 126, 80, 18, 'Male', 56.93716742765682, 1.5216801223828347, 0.14441694595248153, 46, 24.589467425483676, 95.33333333333333, 'Low Risk'),
(77545, 85, 13, '29:45.9', 36.546748224261044, 98.86586148892378, 131, 71, 78, 'Male', 59.42096033319293, 1.9941359950174045, 0.06960133, 60, 14.942735903791279, 91, 'High Risk'),
(77546, 92, 15, '28:45.9', 36.15901989, 98.49926159016916, 137, 77, 69, 'Female', 51.39680986406564, 1.621164369509377, 0.12572966587675105, 60, 19.556091630955994, 97, 'High Risk'),
(77547, 60, 19, '27:45.9', 37.41390379, 96.60227104472717, 120, 79, 32, 'Female', 62.264149682006135, 1.5559875889257473, 0.11852286091516273, 41, 25.71732565, 92.66666666666667, 'Low Risk'),
(77548, 94, 15, '26:45.9', 36.68379799385832, 96.92128894434163, 132, 83, 74, 'Female', 93.71664570644025, 1.569284444106089, 0.051242005, 49, 38.05514636, 99.33333333333333, 'High Risk'),
(77549, 72, 15, '25:45.9', 37.49748407847908, 98.87570606884509, 123, 76, 48, 'Male', 52.24518247, 1.967975882577834, 0.13519942349208972, 47, 13.489837141351838, 91.66666666666667, 'High Risk'),
(77550, 72, 15, '24:45.9', 37.32644986344181, 95.04311429, 117, 71, 83, 'Male', 53.25834076832877, 1.7482815368313083, 0.11400953011316121, 46, 17.42468316018062, 86.33333333333333, 'High Risk'),
(77551, 93, 14, '23:45.9', 36.85796189200017, 95.75886415838849, 122, 86, 35, 'Female', 66.80704718621868, 1.9845151053502164, 0.11491550616723518, 36, 16.96342171, 98, 'High Risk'),
(77552, 68, 16, '22:45.9', 36.197830945973934, 99.32019401223154, 133, 81, 33, 'Female', 71.58799341932767, 1.680967564686042, 0.1295532549372298, 52, 25.335035806509396, 98.33333333333333, 'Low Risk'),
(77553, 69, 18, '21:45.9', 36.129673040216424, 95.44618267574496, 138, 78, 34, 'Male', 94.81297036150859, 1.6224064729330108, 0.098466901, 60, 36.020390100381704, 98, 'High Risk'),
(77554, 75, 15, '20:45.9', 37.31082884810986, 96.18095916593765, 121, 73, 29, 'Female', 96.71137222331546, 1.5171555621828166, 0.073167063, 48, 42.016252872953736, 89, 'High Risk'),
(77555, 61, 17, '19:45.9', 36.62407271409666, 95.29714258392744, 116, 81, 40, 'Male', 91.39944050729068, 1.9977821013272599, 0.11686410826940694, 35, 22.900623226212943, 92.66666666666667, 'Low Risk'),
(77556, 85, 19, '18:45.9', 36.94314465745853, 99.55216823028836, 113, 86, 28, 'Male', 80.83154585, 1.758650757, 0.14029357809417017, 27, 26.13495025004832, 95, 'Low Risk'),
(77557, 78, 13, '17:45.9', 36.30594792, 95.08532205956998, 130, 70, 35, 'Male', 78.92413083393868, 1.585460165041784, 0.13329150876797646, 60, 31.397794184494735, 90, 'High Risk'),
(77558, 83, 14, '16:45.9', 36.74967329105164, 98.68388721142891, 133, 82, 87, 'Male', 83.03169709999574, 1.7177889717977721, 0.11878206302159976, 51, 28.138717161373638, 99, 'Low Risk'),
(77559, 66, 12, '15:45.9', 37.28109865192094, 95.54453457633021, 130, 89, 36, 'Female', 99.59588419511111, 1.7783756515764295, 0.12481807576180683, 41, 31.491575185757927, 102.66666666666667, 'High Risk'),
(77560, 70, 18, '14:45.9', 37.327011768234364, 96.60224085521436, 125, 76, 31, 'Male', 83.69298499811802, 1.9679189507807577, 0.098653194, 49, 21.610988977049555, 92.33333333333333, 'Low Risk'),
(77561, 60, 15, '13:45.9', 36.60352438842662, 98.37891243293211, 115, 86, 19, 'Female', 87.95455849124033, 1.8973871936111801, 0.10938715212340398, 29, 24.431291355812625, 95.66666666666667, 'Low Risk'),
(77562, 75, 19, '12:45.9', 36.19870266, 98.48840896971626, 127, 82, 41, 'Male', 93.81617891332088, 1.5487293182618584, 0.11269465649659251, 45, 39.113501884845576, 97, 'High Risk'),
(77563, 98, 12, '11:45.9', 36.08522936381706, 96.81197798177283, 118, 73, 29, 'Female', 51.14720059522087, 1.9793623238716747, 0.14604047417369848, 45, 13.054831474877934, 88, 'High Risk'),
(77564, 90, 16, '10:45.9', 36.97932309258993, 96.64086100558646, 116, 75, 40, 'Female', 58.472892839002675, 1.9599462997263766, 0.085622995, 41, 15.221807856850095, 88.66666666666667, 'High Risk'),
(77565, 97, 15, '09:45.9', 36.22054625297138, 98.81600513484837, 130, 70, 74, 'Male', 71.66478023646187, 1.864447279232264, 0.093609533, 60, 20.61605473936623, 90, 'High Risk'),
(77566, 93, 18, '08:45.9', 36.143732315392185, 99.50278266216827, 135, 75, 60, 'Female', 84.39028503763797, 1.6696459681163296, 0.078381399, 60, 30.272177948084707, 95, 'High Risk'),
(77567, 95, 15, '07:45.9', 37.194584315807106, 97.00797886822507, 116, 79, 28, 'Male', 72.91384582432751, 1.5112442928279757, 0.076367424, 37, 31.925716887156646, 91.33333333333333, 'High Risk'),
(77568, 71, 16, '06:45.9', 36.79503267850192, 95.68568217255789, 123, 74, 80, 'Female', 62.97531281229124, 1.542257164943277, 0.085176038, 49, 26.47626628, 90.33333333333333, 'Low Risk'),
(77569, 71, 15, '05:45.9', 36.22251109890485, 98.86002992318397, 118, 76, 27, 'Female', 52.55496437157678, 1.9993691781573735, 0.092582335, 42, 13.147033220695445, 90, 'High Risk'),
(77570, 78, 19, '04:45.9', 37.45869332, 96.97354723195818, 122, 80, 36, 'Female', 92.05100557837348, 1.5440623453086229, 0.060280817, 42, 38.609917446477816, 94, 'High Risk'),
(77571, 63, 15, '03:45.9', 36.62528068764787, 96.73484341473731, 136, 72, 76, 'Female', 92.41747660268817, 1.7194276272194382, 0.055693780911458206, 64, 31.259807918799734, 93.33333333333333, 'High Risk'),
(77572, 63, 15, '02:45.9', 37.08457535, 97.85278298120117, 113, 73, 27, 'Male', 77.88085220241345, 1.869616005750037, 0.1379460915926198, 40, 22.280547590492354, 86.33333333333333, 'Low Risk'),
(77573, 96, 14, '01:45.9', 37.35551642688233, 97.44726387094826, 124, 89, 48, 'Male', 67.16326831330053, 1.5246339425714237, 0.095484211, 35, 28.893533288360178, 100.66666666666667, 'High Risk'),
(77574, 98, 13, '00:45.9', 37.22540039521606, 96.05208863657768, 117, 72, 30, 'Female', 65.11669945, 1.5915442838155671, 0.10295255232075334, 45, 25.70720881458876, 87, 'High Risk'),
(77575, 68, 14, '59:45.9', 36.83040568072568, 95.56979365888648, 134, 89, 46, 'Female', 58.142469205302895, 1.6361076254228686, 0.082707578, 45, 21.720495779850946, 104, 'Low Risk'),
(77576, 61, 12, '58:45.9', 37.26422477558048, 98.94038559635901, 114, 76, 20, 'Male', 88.29609924420788, 1.9741351138126797, 0.091524795, 38, 22.656236579445366, 88.66666666666667, 'Low Risk'),
(77577, 98, 12, '57:45.9', 37.28136474118206, 99.58474303092173, 125, 76, 27, 'Male', 71.47423064573695, 1.5822518977927498, 0.076384879, 49, 28.549482389965625, 92.33333333333333, 'High Risk'),
(77578, 62, 12, '56:45.9', 36.29904634687406, 97.57661815492915, 132, 80, 45, 'Female', 84.67733734908788, 1.6457883850161077, 0.077168345, 52, 31.262176255199282, 97.33333333333333, 'High Risk'),
(77579, 88, 17, '55:45.9', 37.310028687423795, 97.92814536, 137, 76, 29, 'Male', 58.03634824476888, 1.6975438606867028, 0.10361834774876659, 61, 20.139935225911202, 96.33333333333333, 'Low Risk'),
(77580, 74, 13, '54:45.9', 37.28552665736735, 99.85179079179404, 117, 83, 81, 'Female', 66.60878668136617, 1.8234450274210654, 0.11479348590916257, 34, 20.033008394855337, 94.33333333333333, 'Low Risk'),
(77581, 90, 18, '53:45.9', 37.27722596612083, 98.40106029222085, 111, 71, 65, 'Male', 73.34355542726638, 1.689161590672434, 0.07865219, 40, 25.70511575931223, 84.33333333333333, 'Low Risk'),
(77582, 75, 19, '52:45.9', 36.70990559010369, 98.01633633520306, 131, 75, 69, 'Male', 76.21409142542305, 1.9738112515723036, 0.1428557487305242, 56, 19.56248563594097, 93.66666666666666, 'Low Risk'),
(77583, 77, 15, '51:45.9', 36.434189751350615, 95.44510438218072, 116, 86, 67, 'Female', 71.06580324886426, 1.7829163505179173, 0.13955725380221495, 30, 22.356238477570173, 96, 'Low Risk'),
(77584, 93, 16, '50:45.9', 36.326191786539844, 97.38252340096585, 112, 89, 21, 'Female', 97.67584887776829, 1.6197321309512138, 0.12135116060836226, 23, 37.23066550125548, 96.66666666666667, 'High Risk'),
(77585, 89, 18, '49:45.9', 36.395788053562754, 98.22648979713011, 110, 81, 85, 'Female', 55.10600508, 1.842185926895794, 0.056474955, 29, 16.23798019484848, 90.66666666666667, 'High Risk'),
(77586, 74, 18, '48:45.9', 36.478582467009545, 98.94443292640484, 133, 74, 89, 'Male', 56.828302227325516, 1.5617422174790254, 0.074437616, 59, 23.299466700754834, 93.66666666666666, 'Low Risk'),
(77587, 62, 15, '47:45.9', 37.44052149445022, 99.06652542970292, 118, 87, 66, 'Female', 71.69567771496816, 1.8590421803930433, 0.11027081108627071, 31, 20.745050046656992, 97.33333333333333, 'Low Risk'),
(77588, 94, 15, '46:45.9', 37.20399651, 98.71572961923104, 115, 71, 64, 'Female', 69.29947182534588, 1.8583567693954797, 0.05647893, 44, 20.066504951805154, 85.66666666666667, 'High Risk'),
(77589, 74, 18, '45:45.9', 36.13058321, 96.90747064970999, 121, 81, 37, 'Male', 53.05050043540654, 1.6853081586602803, 0.09805051, 40, 18.67802010657809, 94.33333333333333, 'Low Risk'),
(77590, 83, 13, '44:45.9', 36.66016385, 96.69332944, 132, 82, 70, 'Male', 54.27962494401567, 1.806963849283292, 0.078291702, 50, 16.624091099336585, 98.66666666666666, 'High Risk'),
(77591, 73, 15, '43:45.9', 36.72543243690201, 96.29337955211679, 114, 74, 77, 'Female', 75.68675297390915, 1.5300956143058877, 0.088065876, 40, 32.32829000577212, 87.33333333333333, 'High Risk'),
(77592, 63, 18, '42:45.9', 37.29135500121331, 97.14238418840867, 128, 79, 24, 'Female', 89.63282995478517, 1.9359224762862508, 0.071232941, 49, 23.916145361250802, 95.33333333333333, 'Low Risk'),
(77593, 80, 18, '41:45.9', 37.22566071672754, 98.57511311113595, 124, 76, 45, 'Male', 60.757339540333035, 1.5446707944441245, 0.08080755, 48, 25.464014799443333, 92, 'Low Risk'),
(77594, 63, 19, '40:45.9', 37.439780875612804, 95.86767800212787, 130, 71, 83, 'Male', 96.01029218097335, 1.6542536922619133, 0.056792396, 59, 35.08436059747182, 90.66666666666666, 'High Risk'),
(77595, 67, 15, '39:45.9', 36.456217044736256, 96.90475604266683, 110, 86, 18, 'Male', 70.24097409965081, 1.525825112184798, 0.12456827942577929, 24, 30.170395905372033, 94, 'High Risk'),
(77596, 67, 17, '38:45.9', 36.81186196410077, 97.35177539950104, 131, 89, 21, 'Male', 66.24596166709776, 1.7997531466182872, 0.13128749694426245, 42, 20.45189365729361, 103, 'Low Risk'),
(77597, 79, 12, '37:45.9', 37.25963765789768, 98.28078688298567, 127, 78, 55, 'Male', 68.50709334454541, 1.6736460686191685, 0.093380923, 49, 24.45728802023922, 94.33333333333333, 'Low Risk'),
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(77776, 96, 16, '38:45.9', 36.91447985336523, 99.63349369429258, 118, 85, 69, 'Male', 95.98983059452726, 1.9517979431077181, 0.10366074098413011, 33, 25.197387406256677, 96, 'High Risk'),
(77777, 71, 17, '37:45.9', 36.860591424916194, 95.68724598754964, 122, 71, 57, 'Female', 73.07453225564859, 1.5234400008772944, 0.11796343281250855, 51, 31.485843672876314, 88, 'High Risk'),
(77778, 87, 12, '36:45.9', 36.216881370003875, 96.49556480165971, 132, 71, 27, 'Female', 98.17857290404518, 1.5445885627465448, 0.094472005, 61, 41.15201314775164, 91.33333333333333, 'High Risk'),
(77779, 81, 16, '35:45.9', 36.839159320947175, 95.34102550978731, 119, 77, 86, 'Female', 98.96028153929485, 1.8502455237889046, 0.084980858, 42, 28.906945107021635, 91, 'Low Risk'),
(77780, 60, 18, '34:45.9', 36.06529486791606, 95.46428713948328, 121, 87, 35, 'Female', 60.88997994568966, 1.7934403699729768, 0.11753984943941621, 34, 18.930929937891456, 98.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(77781, 78, 18, '33:45.9', 36.11714875110338, 98.60104125862442, 132, 86, 56, 'Male', 96.78304640821628, 1.8303089579070313, 0.078741862, 46, 28.890195295131864, 101.33333333333333, 'Low Risk'),
(77782, 88, 15, '32:45.9', 37.40940053361735, 98.45527612136581, 113, 71, 52, 'Female', 67.66686204155184, 1.731488139, 0.12057825516205446, 42, 22.570282526846775, 85, 'Low Risk'),
(77783, 64, 15, '31:45.9', 36.904629682825586, 97.44862985, 136, 84, 38, 'Female', 98.44036329544865, 1.5431011067973643, 0.12288261127838022, 52, 41.34132980880894, 101.33333333333333, 'High Risk'),
(77784, 93, 12, '30:45.9', 37.190620523779415, 96.06994712, 111, 75, 36, 'Male', 57.45119735320871, 1.571300542170284, 0.12984235255047694, 36, 23.269152380125206, 87, 'High Risk'),
(77785, 63, 18, '29:45.9', 36.95162992565833, 95.19578165861607, 126, 74, 85, 'Female', 68.31330435038838, 1.7749848822846048, 0.1423342745774671, 52, 21.68283055495035, 91.33333333333333, 'Low Risk'),
(77786, 94, 17, '28:45.9', 37.149798282351746, 96.69562617127058, 113, 88, 72, 'Female', 51.60742540864005, 1.9439593007907086, 0.072277395, 25, 13.656451200148314, 96.33333333333333, 'High Risk'),
(77787, 82, 14, '27:45.9', 36.77834206570905, 95.24916254190946, 138, 81, 18, 'Female', 91.30289061101166, 1.8128484370086966, 0.10304379793814208, 57, 27.781873812975707, 100, 'Low Risk'),
(77788, 79, 15, '26:45.9', 36.05610716, 96.49958086171459, 135, 87, 59, 'Female', 51.396537430383674, 1.6748427852886736, 0.13059755155147332, 48, 18.322543782048758, 103, 'High Risk'),
(77789, 91, 12, '25:45.9', 37.023977206575225, 95.57565960448592, 127, 84, 33, 'Female', 52.453104077328796, 1.6993687136121836, 0.084380632, 43, 18.163350234051435, 98.33333333333333, 'High Risk'),
(77790, 61, 12, '24:45.9', 36.982695450398644, 96.41910050534595, 128, 82, 47, 'Male', 78.98859955199295, 1.506796646605459, 0.10368527270805242, 46, 34.79005569081049, 97.33333333333333, 'High Risk'),
(77791, 65, 16, '23:45.9', 36.37357152942441, 98.16127002188564, 139, 79, 38, 'Male', 61.05097850087497, 1.648594719, 0.064338785, 60, 22.46284811736149, 99, 'Low Risk'),
(77792, 75, 17, '22:45.9', 37.49671352608944, 96.71121111892877, 117, 85, 77, 'Male', 94.69892293484958, 1.9081680904368512, 0.14138487281433704, 32, 26.008288949543743, 95.66666666666667, 'Low Risk'),
(77793, 98, 17, '21:45.9', 36.10056533348353, 96.19703843514375, 112, 72, 67, 'Male', 75.81475802074313, 1.9844099170602312, 0.062448847, 40, 19.252670389686305, 85.33333333333333, 'High Risk'),
(77794, 76, 18, '20:45.9', 36.22112154184073, 97.81186762211212, 120, 89, 35, 'Male', 92.58214321024599, 1.851015274845804, 0.11036111658169698, 31, 27.021361331128684, 99.33333333333333, 'Low Risk'),
(77795, 80, 17, '19:45.9', 36.49848728325941, 98.54669873227729, 118, 81, 81, 'Female', 52.01230924841969, 1.853470748810966, 0.14132021947317974, 37, 15.140306362508753, 93.33333333333333, 'High Risk'),
(77796, 74, 13, '18:45.9', 37.39173276630502, 95.97921854092985, 120, 80, 78, 'Male', 77.74243949, 1.7813239199511957, 0.062046573, 40, 24.50035430594715, 93.33333333333333, 'Low Risk'),
(77797, 77, 15, '17:45.9', 37.30552830684727, 98.74148713420888, 113, 75, 79, 'Male', 80.85586932242381, 1.7631016401652273, 0.099900795, 38, 26.010988190134167, 87.66666666666667, 'Low Risk'),
(77798, 76, 12, '16:45.9', 37.308513268649044, 98.52201232, 129, 89, 34, 'Female', 65.70279607387505, 1.9930570716789173, 0.063972625, 40, 16.540338071442207, 102.33333333333333, 'High Risk'),
(77799, 70, 13, '15:45.9', 37.03528595077676, 98.41646746799164, 117, 78, 78, 'Male', 95.08475798232537, 1.8084782310614036, 0.053183397073057984, 39, 29.072630893130277, 91, 'Low Risk'),
(77800, 79, 19, '14:45.9', 36.43622148864984, 95.10147842024325, 139, 85, 55, 'Male', 56.82046325168802, 1.6375567403945541, 0.053474471002056656, 54, 21.189077830890522, 103, 'Low Risk'),
(77801, 67, 15, '13:45.9', 36.05128703107557, 97.30494080402964, 115, 88, 50, 'Male', 74.80367828903597, 1.925302421, 0.08124447, 27, 20.180180188966624, 97, 'Low Risk'),
(77802, 60, 19, '12:45.9', 37.15505641559517, 97.78509876526365, 112, 70, 39, 'Male', 84.19355317642383, 1.7997669672937338, 0.095157849, 42, 25.99239421160563, 84, 'Low Risk'),
(77803, 66, 19, '11:45.9', 36.84178213132453, 95.68174315499671, 130, 71, 34, 'Male', 90.94904666, 1.541341476716024, 0.13828756016059057, 59, 38.282511412625965, 90.66666666666666, 'High Risk'),
(77804, 71, 19, '10:45.9', 37.14376447472154, 96.97790871346285, 132, 82, 81, 'Male', 76.44122590088105, 1.5627453413282002, 0.11438092951813712, 50, 31.30049584660647, 98.66666666666666, 'High Risk'),
(77805, 82, 16, '09:45.9', 36.74472757239976, 96.21351270556555, 128, 82, 49, 'Male', 63.96580743870423, 1.712631995310774, 0.05867488, 46, 21.808197917065666, 97.33333333333333, 'Low Risk'),
(77806, 67, 16, '08:45.9', 36.912472175709986, 98.83181058, 126, 80, 88, 'Female', 91.75377379, 1.941525210130859, 0.14102810116513476, 46, 24.340969233926916, 95.33333333333333, 'Low Risk'),
(77807, 91, 12, '07:45.9', 36.06077592324788, 96.58208559975941, 118, 89, 76, 'Male', 79.99730406821925, 1.9117137020195676, 0.066478091, 29, 21.889187709220057, 98.66666666666667, 'High Risk'),
(77808, 75, 15, '06:45.9', 36.06237614436188, 99.47361881086947, 135, 82, 68, 'Male', 62.50139198395185, 1.538536539841593, 0.13339329952648643, 53, 26.40426358739507, 99.66666666666666, 'Low Risk'),
(77809, 92, 13, '05:45.9', 36.168803597184926, 98.00184357278408, 113, 74, 51, 'Male', 91.07524816757572, 1.865436312656756, 0.081531559, 39, 26.172156605207707, 87, 'High Risk'),
(77810, 70, 15, '04:45.9', 36.77763010992365, 95.97071212274177, 128, 75, 73, 'Female', 73.75567619106627, 1.5345327499852088, 0.11069459716687788, 53, 31.321541352881898, 92.66666666666666, 'High Risk'),
(77811, 74, 16, '03:45.9', 37.05089194798142, 98.87475732640772, 137, 70, 59, 'Male', 60.251347802532045, 1.9494804965054324, 0.13874228321524257, 67, 15.853639449352523, 92.33333333333333, 'High Risk'),
(77812, 76, 15, '02:45.9', 36.64262743767585, 96.17654894841775, 138, 70, 26, 'Female', 66.73010372698728, 1.540257868135237, 0.066916009, 68, 28.12774576176992, 92.66666666666666, 'Low Risk'),
(77813, 64, 14, '01:45.9', 37.07632525362427, 96.63350406046662, 111, 81, 80, 'Male', 60.97392275, 1.8362356202770558, 0.060489100118160555, 30, 18.08370112071359, 91, 'High Risk'),
(77814, 96, 19, '00:45.9', 36.535403466271674, 97.91713560521703, 119, 86, 75, 'Male', 96.66457001003747, 1.6750477339511658, 0.1436861618374578, 33, 34.45188176419091, 97, 'High Risk'),
(77815, 61, 14, '59:45.9', 36.48917169, 98.97173827, 117, 79, 33, 'Male', 82.36693102642741, 1.589009242326293, 0.12017105568085967, 38, 32.62120789911352, 91.66666666666667, 'High Risk'),
(77816, 93, 16, '58:45.9', 36.60954767409362, 97.55318212995425, 125, 75, 42, 'Female', 96.37529689498606, 1.502837745976433, 0.12632274827482132, 50, 42.671856710179824, 91.66666666666666, 'High Risk'),
(77817, 69, 12, '57:45.9', 36.73480763277531, 99.61719638242076, 138, 80, 48, 'Female', 69.58647611, 1.5859751634955401, 0.12272500607371302, 58, 27.665089546747826, 99.33333333333333, 'Low Risk'),
(77818, 76, 17, '56:45.9', 36.58937036397754, 97.55799432989447, 111, 83, 81, 'Female', 50.87966388050568, 1.5249264583871724, 0.060141501, 28, 21.87995548645064, 92.33333333333333, 'Low Risk'),
(77819, 93, 16, '55:45.9', 37.32252870911966, 96.33850758231723, 125, 80, 56, 'Female', 99.14430840590566, 1.8306171084014007, 0.13529339268289797, 45, 29.585080408820065, 95, 'High Risk'),
(77820, 73, 12, '54:45.9', 36.76053951336306, 98.40991539206308, 128, 75, 24, 'Male', 83.26590335080073, 1.5190773160108537, 0.054077897652834085, 53, 36.083399020942856, 92.66666666666666, 'High Risk'),
(77821, 74, 18, '53:45.9', 37.23436567345958, 97.70305796533644, 110, 75, 24, 'Male', 60.26127370800201, 1.8325017816741256, 0.074761779, 35, 17.945249287714027, 86.66666666666667, 'High Risk'),
(77822, 65, 18, '52:45.9', 36.63234319709802, 96.72634803453526, 115, 72, 87, 'Male', 73.64463197328291, 1.8975221689918738, 0.10298578391745167, 43, 20.45348794609262, 86.33333333333333, 'Low Risk'),
(77823, 76, 17, '51:45.9', 36.409099376292005, 99.53082733, 120, 87, 81, 'Male', 69.23986603699979, 1.7642480331664605, 0.074592922, 33, 22.24523177503523, 98, 'Low Risk'),
(77824, 68, 12, '50:45.9', 36.992815430701775, 95.98854608138272, 112, 88, 35, 'Male', 51.84101986053679, 1.713782785937668, 0.070982145, 24, 17.650702061536716, 96, 'High Risk'),
(77825, 63, 12, '49:45.9', 36.61676187867533, 99.97867885100072, 112, 72, 75, 'Female', 52.764209255974855, 1.7224864731022353, 0.053662335, 40, 17.78393219995965, 85.33333333333333, 'High Risk'),
(77826, 95, 18, '48:45.9', 36.61348012632439, 96.41545739, 139, 84, 72, 'Male', 68.37607301439921, 1.7131746468303184, 0.052960528, 55, 23.29704708157211, 102.33333333333333, 'High Risk'),
(77827, 77, 18, '47:45.9', 37.09569927102115, 97.38510199973913, 139, 87, 26, 'Male', 54.965267103139816, 1.938724511, 0.11114067943998766, 52, 14.623661999620778, 104.33333333333333, 'High Risk'),
(77828, 81, 19, '46:45.9', 36.112708022705384, 99.97793709827259, 114, 81, 32, 'Female', 73.61548128197552, 1.9145407948517208, 0.064592954, 33, 20.083523388548837, 92, 'Low Risk'),
(77829, 98, 13, '45:45.9', 36.09667377393765, 97.98444840572579, 110, 89, 19, 'Female', 55.407830705864505, 1.8639927197315167, 0.069652775, 21, 15.94713694409951, 96, 'High Risk'),
(77830, 81, 14, '44:45.9', 36.60074182908618, 97.76542790543189, 131, 75, 70, 'Male', 92.09707846407287, 1.9008290920949884, 0.1234991111212087, 56, 25.489405899184298, 93.66666666666666, 'Low Risk'),
(77831, 97, 12, '43:45.9', 36.91192694, 98.96761855326493, 123, 78, 23, 'Male', 99.16281514470758, 1.760638318581835, 0.12382797714482387, 45, 31.98958074519155, 93, 'High Risk'),
(77832, 70, 18, '42:45.9', 36.17289839395303, 96.10448741, 119, 86, 29, 'Male', 78.75970853251243, 1.5587253035578021, 0.0801787, 33, 32.41641093103379, 97, 'High Risk'),
(77833, 78, 18, '41:45.9', 36.91096644148153, 98.97323779, 119, 88, 82, 'Female', 61.838452760395576, 1.562186712868207, 0.067888591, 31, 25.339190438114706, 98.33333333333333, 'Low Risk'),
(77834, 62, 16, '40:45.9', 37.390623416825576, 95.78708835077683, 124, 72, 47, 'Female', 60.905874331430866, 1.539798903186423, 0.099623365, 52, 25.688051910776505, 89.33333333333333, 'Low Risk'),
(77835, 71, 15, '39:45.9', 36.14341419402989, 95.81202489439296, 130, 87, 60, 'Male', 52.10722960593765, 1.8532137890666198, 0.12212338100477317, 43, 15.17214335956523, 101.33333333333333, 'High Risk'),
(77836, 76, 14, '38:45.9', 36.49690174166397, 99.71842593665413, 131, 86, 83, 'Female', 85.97569560100683, 1.9990889338554472, 0.054121192, 45, 21.513519675399493, 101, 'Low Risk'),
(77837, 94, 18, '37:45.9', 36.95125875891121, 95.58941683649496, 114, 85, 25, 'Female', 69.50793294023622, 1.7447498568774558, 0.1405278125374212, 29, 22.833265717366622, 94.66666666666667, 'High Risk'),
(77838, 91, 19, '36:45.9', 36.45852406530326, 99.42677079, 126, 84, 69, 'Male', 60.45056988573419, 1.6144967812308408, 0.05089302, 42, 23.191350115577283, 98, 'High Risk'),
(77839, 63, 19, '35:45.9', 37.20210922377676, 96.27515933280068, 119, 86, 24, 'Female', 80.14879429431595, 1.701883822643254, 0.14249364696917133, 33, 27.671784911432596, 97, 'Low Risk'),
(77840, 96, 15, '34:45.9', 36.37797285064426, 97.56358831334624, 121, 78, 77, 'Male', 92.60551693356112, 1.9856252444878792, 0.12174180127046107, 43, 23.487797234148076, 92.33333333333333, 'High Risk'),
(77841, 64, 18, '33:45.9', 36.99889532527255, 99.85576217046692, 137, 70, 36, 'Male', 95.23403247800644, 1.9600980646746478, 0.083855221, 67, 24.787719571268013, 92.33333333333333, 'Low Risk'),
(77842, 96, 17, '32:45.9', 36.429061410971435, 99.76090971034796, 120, 70, 30, 'Male', 85.65200896913402, 1.787014754066881, 0.13714828467028206, 50, 26.82138977476503, 86.66666666666666, 'High Risk'),
(77843, 83, 13, '31:45.9', 37.48549506122748, 95.81622194188628, 123, 79, 57, 'Female', 93.72753060384557, 1.6097450692150352, 0.079543569, 44, 36.17037139, 93.66666666666667, 'High Risk'),
(77844, 63, 15, '30:45.9', 36.28032069401765, 99.93093258592387, 134, 74, 55, 'Male', 96.84260600791089, 1.7652849736621954, 0.11602638276307632, 60, 31.076837634825253, 94, 'High Risk'),
(77845, 80, 14, '29:45.9', 36.04161147215565, 99.19412605, 123, 83, 26, 'Male', 80.68882956537021, 1.9265409049411188, 0.13804327075563338, 40, 21.739870201071568, 96.33333333333333, 'Low Risk'),
(77846, 98, 19, '28:45.9', 36.756754786661574, 97.64384579916069, 130, 76, 83, 'Female', 86.44782255688986, 1.5688707411718077, 0.10739374007235662, 54, 35.12203986019652, 94, 'High Risk'),
(77847, 88, 12, '27:45.9', 37.34847607311774, 95.02840555414271, 121, 86, 39, 'Female', 79.23550385571804, 1.945978694493093, 0.084071469, 35, 20.923949430544244, 97.66666666666667, 'Low Risk'),
(77848, 68, 15, '26:45.9', 36.76671014505208, 95.05002874702248, 121, 71, 59, 'Male', 90.88614644943681, 1.695536342984249, 0.065139404, 50, 31.614293701049693, 87.66666666666666, 'High Risk'),
(77849, 91, 19, '25:45.9', 37.38573071906474, 97.12617550221621, 134, 78, 86, 'Female', 78.51801625603497, 1.556037518167515, 0.12030138681510057, 56, 32.42867395747584, 96.66666666666666, 'High Risk'),
(77850, 69, 13, '24:45.9', 36.85017637118533, 97.65312448377462, 122, 85, 23, 'Female', 55.89550299554035, 1.9069095022478555, 0.1005850007632621, 37, 15.371516051713025, 97.33333333333333, 'High Risk'),
(77851, 68, 15, '23:45.9', 36.21681525431112, 95.18744298584899, 138, 80, 58, 'Female', 69.27006323735216, 1.8832259853266065, 0.1367399059767639, 58, 19.531729813711898, 99.33333333333333, 'Low Risk'),
(77852, 93, 18, '22:45.9', 37.48799406684232, 95.19411538344151, 110, 81, 78, 'Male', 69.79317943838083, 1.7099350080512934, 0.10192374194406909, 29, 23.870074552120336, 90.66666666666667, 'High Risk'),
(77853, 96, 12, '21:45.9', 37.00702504, 95.47857984835198, 139, 71, 39, 'Female', 69.69402813018318, 1.6720647065222471, 0.052087405, 68, 24.928113093843656, 93.66666666666666, 'High Risk'),
(77854, 61, 16, '20:45.9', 36.355537701284135, 96.95211087111065, 139, 77, 87, 'Female', 98.26904220213662, 1.5473080627875333, 0.11056131143500285, 62, 41.04527275236958, 97.66666666666666, 'High Risk'),
(77855, 89, 16, '19:45.9', 36.98510976694599, 95.22918841800089, 125, 83, 30, 'Male', 67.51459989824113, 1.9734508369671886, 0.052563121, 42, 17.33584738517184, 97, 'High Risk'),
(77856, 85, 19, '18:45.9', 37.057406739965444, 98.63795167600978, 129, 76, 37, 'Male', 72.93818529736465, 1.7520373726557952, 0.080076136, 53, 23.76119192095444, 93.66666666666666, 'Low Risk'),
(77857, 89, 17, '17:45.9', 37.471082657311804, 96.30553863963976, 134, 77, 27, 'Male', 96.32417670496625, 1.7592174999381986, 0.084261158, 57, 31.12405919515921, 96, 'High Risk'),
(77858, 64, 14, '16:45.9', 36.167338342048474, 95.46595797, 122, 71, 27, 'Male', 64.19636815104867, 1.8682144611340994, 0.076221772, 51, 18.39318758348258, 88, 'High Risk'),
(77859, 74, 19, '15:45.9', 37.00515870402081, 97.55043675775778, 117, 84, 49, 'Female', 91.00153615, 1.9773433984183353, 0.08557003, 33, 23.27472331657612, 95, 'Low Risk'),
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(78036, 91, 17, '18:45.9', 36.06288013426303, 96.69461645605993, 131, 83, 73, 'Male', 54.87844047734002, 1.7311423355884514, 0.11219246577800228, 48, 18.312018001174426, 99, 'High Risk'),
(78037, 72, 13, '17:45.9', 36.99946048218454, 95.54432402759433, 137, 83, 65, 'Male', 57.00172986800496, 1.9462784633937877, 0.1392095518305595, 54, 15.047975717741513, 101, 'High Risk'),
(78038, 86, 18, '16:45.9', 36.67815923338997, 96.85698096474857, 112, 70, 80, 'Female', 74.51525571347018, 1.6855584375430883, 0.094812826, 42, 26.227540621215695, 84, 'Low Risk'),
(78039, 99, 18, '15:45.9', 37.42914913446425, 95.25630675929916, 128, 79, 67, 'Male', 74.34788466, 1.5031784419287342, 0.13903523772914467, 49, 32.90391232058833, 95.33333333333333, 'High Risk'),
(78040, 65, 15, '14:45.9', 36.58090949, 98.22555983733605, 134, 88, 69, 'Female', 83.05823113859866, 1.667065335102163, 0.09140385, 46, 29.886663656535283, 103.33333333333333, 'Low Risk'),
(78041, 60, 14, '13:45.9', 36.81604342928608, 96.57947075358472, 130, 72, 36, 'Male', 69.69828916528743, 1.6759265909992114, 0.065819199, 58, 24.81487743337071, 91.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(78042, 61, 19, '12:45.9', 36.28995634407799, 96.18751606799985, 120, 82, 55, 'Female', 68.24150482899427, 1.6629230734798925, 0.09850669, 38, 24.67767705464201, 94.66666666666667, 'Low Risk'),
(78043, 94, 19, '11:45.9', 37.30217875638158, 95.41261087, 114, 83, 57, 'Female', 87.62333001062879, 1.759559265, 0.063193887, 31, 28.30166301829679, 93.33333333333333, 'High Risk'),
(78044, 66, 16, '10:45.9', 36.649551478370796, 97.35205454610539, 124, 72, 75, 'Male', 97.50435425995437, 1.5333674023896124, 0.1489489057331157, 52, 41.46976340458281, 89.33333333333333, 'High Risk'),
(78045, 72, 14, '09:45.9', 37.25211940380544, 99.43717496, 124, 86, 35, 'Female', 57.88492237, 1.646161784875297, 0.11441060846858944, 38, 21.360943152813295, 98.66666666666667, 'Low Risk'),
(78046, 84, 19, '08:45.9', 36.522348478794896, 98.83312185725963, 135, 70, 86, 'Male', 77.26261283, 1.5824320359571067, 0.13679044787764966, 65, 30.854552910899194, 91.66666666666666, 'High Risk'),
(78047, 94, 19, '07:45.9', 37.05930111756411, 97.66981996248138, 127, 75, 18, 'Male', 78.09203790166544, 1.869771580224429, 0.071891914, 52, 22.337247053708293, 92.33333333333333, 'High Risk'),
(78048, 64, 18, '06:45.9', 36.03516422364207, 98.32921927855726, 130, 88, 25, 'Female', 55.629791723737696, 1.695916123974686, 0.1060283044571981, 42, 19.341880485054286, 102, 'Low Risk'),
(78049, 97, 12, '05:45.9', 36.08924713900231, 99.29580520756154, 134, 82, 83, 'Male', 74.57593307337271, 1.9440114196222122, 0.069073605, 52, 19.73336151956134, 99.33333333333333, 'High Risk'),
(78050, 60, 17, '04:45.9', 37.35944402796119, 96.86766837, 137, 87, 19, 'Female', 66.62988385638272, 1.5678733968673204, 0.059677347, 50, 27.104854094134645, 103.66666666666666, 'Low Risk'),
(78051, 75, 12, '03:45.9', 36.39288297811654, 96.11613561069302, 125, 84, 47, 'Male', 61.76440509382481, 1.8802204497005177, 0.13214213377798434, 41, 17.471118886871658, 97.66666666666667, 'High Risk'),
(78052, 90, 16, '02:45.9', 36.65136199678828, 99.94311678162578, 134, 75, 49, 'Male', 51.85384700615346, 1.7734042137228154, 0.14266665816131274, 59, 16.48790626902376, 94.66666666666666, 'High Risk'),
(78053, 95, 12, '01:45.9', 37.01306046251488, 95.70299150794166, 128, 88, 52, 'Female', 78.28494246524127, 1.6718115633375734, 0.081505346, 40, 28.00938590527451, 101.33333333333333, 'High Risk'),
(78054, 63, 18, '00:45.9', 36.827169471923064, 98.30459459842407, 123, 83, 43, 'Male', 79.65073007986163, 1.9454584662168548, 0.079215353, 40, 21.044849971707087, 96.33333333333333, 'Low Risk'),
(78055, 97, 15, '59:45.9', 37.062937266036094, 97.58788377844796, 118, 72, 83, 'Male', 50.12262561237021, 1.7100328533450417, 0.07227795, 46, 17.140555968585062, 87.33333333333333, 'High Risk'),
(78056, 77, 18, '58:45.9', 37.07344310223568, 97.80021443, 112, 87, 54, 'Male', 68.51366678670468, 1.9954426896656186, 0.059880357054327565, 25, 17.206743826086907, 95.33333333333333, 'High Risk'),
(78057, 88, 15, '57:45.9', 36.282241306451375, 98.14574931, 129, 75, 81, 'Female', 93.69176139977068, 1.7109139257360568, 0.08771457, 54, 32.00700821721857, 93, 'High Risk'),
(78058, 74, 18, '56:45.9', 37.215662670433595, 95.00645248002917, 122, 80, 24, 'Male', 91.52313656605534, 1.6054137734144525, 0.12455629162603561, 42, 35.510511340385605, 94, 'High Risk'),
(78059, 72, 16, '55:45.9', 37.09913848531452, 99.43954949308414, 124, 75, 32, 'Female', 90.20728257720582, 1.5549915573696254, 0.1445613161360798, 49, 37.30658786322424, 91.33333333333333, 'High Risk'),
(78060, 85, 13, '54:45.9', 36.33371074, 97.88108112062315, 124, 87, 56, 'Female', 87.13176349, 1.901366790700564, 0.11952195023881941, 37, 24.101534570574472, 99.33333333333333, 'Low Risk'),
(78061, 91, 15, '53:45.9', 36.88025317195424, 99.40854672487616, 138, 79, 66, 'Female', 50.86993967900886, 1.8748860977526813, 0.11345144805923647, 59, 14.471429894460133, 98.66666666666666, 'High Risk'),
(78062, 73, 17, '52:45.9', 37.38749355737401, 98.69447817518592, 124, 82, 37, 'Male', 87.44206303677447, 1.6107464269252145, 0.12532243140051463, 42, 33.70280457814095, 96, 'High Risk'),
(78063, 77, 17, '51:45.9', 36.77296147454819, 96.7564947, 119, 76, 67, 'Female', 76.7999496, 1.9498836952455707, 0.11413381156551079, 43, 20.19963488374684, 90.33333333333333, 'Low Risk'),
(78064, 80, 13, '50:45.9', 36.6892551, 95.45789510618238, 125, 87, 45, 'Male', 99.26072236664324, 1.9306534223347165, 0.069452863, 38, 26.629854467464526, 99.66666666666667, 'Low Risk'),
(78065, 73, 12, '49:45.9', 37.16162866405168, 96.85191150673046, 133, 78, 88, 'Male', 52.29088955061537, 1.605514203, 0.10426641161038944, 55, 20.286060961742965, 96.33333333333333, 'Low Risk'),
(78066, 60, 15, '48:45.9', 37.374530271054354, 98.00389080993232, 121, 87, 36, 'Male', 50.28982519, 1.965796169915114, 0.12702214794267686, 34, 13.013770897926587, 98.33333333333333, 'High Risk'),
(78067, 64, 12, '47:45.9', 37.151191650538884, 98.47149798366166, 118, 85, 69, 'Female', 74.22061719354318, 1.8461454320140365, 0.095062584, 33, 21.77673375437025, 96, 'Low Risk'),
(78068, 85, 17, '46:45.9', 37.47225583900604, 96.09733236743503, 117, 81, 89, 'Male', 71.92459043860575, 1.8410776584090303, 0.081442288, 36, 21.21940401847129, 93, 'Low Risk'),
(78069, 83, 15, '45:45.9', 36.86394380075343, 99.10287699147226, 127, 85, 84, 'Male', 83.37207414428207, 1.5828894416829693, 0.10936539689190947, 42, 33.275105538969505, 99, 'High Risk'),
(78070, 77, 15, '44:45.9', 36.48577065, 96.52293266824276, 118, 81, 44, 'Male', 55.38269436055251, 1.725984369783315, 0.13642462605828815, 37, 18.59089779426416, 93.33333333333333, 'Low Risk'),
(78071, 75, 16, '43:45.9', 37.33322623173081, 99.67831717435575, 135, 70, 76, 'Female', 95.88741555317549, 1.799601674507049, 0.12406845672937865, 65, 29.607983910095257, 91.66666666666666, 'Low Risk'),
(78072, 68, 18, '42:45.9', 36.90557386367126, 95.95811776232654, 134, 87, 70, 'Male', 52.08370777417354, 1.9214136985514247, 0.095258152, 47, 14.10782709269836, 102.66666666666667, 'High Risk'),
(78073, 72, 15, '41:45.9', 36.1596794, 98.63704360735241, 114, 84, 50, 'Female', 79.37360807457856, 1.826683016983155, 0.12610333274083818, 30, 23.78755143002556, 94, 'Low Risk'),
(78074, 98, 14, '40:45.9', 37.02924642, 97.74888978831335, 129, 80, 51, 'Female', 55.101880455194284, 1.9388324229253027, 0.1260218425251527, 49, 14.658376510709221, 96.33333333333333, 'High Risk'),
(78075, 63, 19, '39:45.9', 36.22884042875777, 97.15924664179782, 124, 83, 33, 'Female', 57.49242466216027, 1.5087584742757616, 0.10293783656207031, 41, 25.256384463127336, 96.66666666666667, 'Low Risk'),
(78076, 97, 15, '38:45.9', 36.31431418677685, 95.63591768364331, 130, 73, 69, 'Male', 89.82967601017965, 1.581593796, 0.062216847, 57, 35.91120083085801, 92, 'High Risk'),
(78077, 96, 19, '37:45.9', 36.574839365826044, 98.69008540970033, 121, 71, 25, 'Male', 52.10873827074644, 1.5874729499927354, 0.067004494, 50, 20.67749335651853, 87.66666666666666, 'High Risk'),
(78078, 97, 17, '36:45.9', 37.38462573656666, 95.23442848967645, 120, 84, 63, 'Female', 72.02285266560916, 1.5645759677493791, 0.077712974, 36, 29.422326369838878, 96, 'High Risk'),
(78079, 62, 13, '35:45.9', 36.47564310876137, 99.72296056701896, 123, 73, 53, 'Male', 60.254905289853355, 1.9183644126429118, 0.07941967, 50, 16.37307267731592, 89.66666666666666, 'High Risk'),
(78080, 70, 15, '34:45.9', 36.75343148, 99.64585645390845, 115, 79, 83, 'Female', 86.51477000636822, 1.6413313854307376, 0.14095158246673434, 36, 32.114244485041496, 91, 'High Risk'),
(78081, 94, 15, '33:45.9', 36.91888108993907, 99.64617633218346, 110, 71, 88, 'Female', 91.69526598068276, 1.815077159197203, 0.090077477, 39, 27.832789256313415, 84, 'High Risk'),
(78082, 82, 12, '32:45.9', 37.30543944544132, 95.95160017302571, 111, 77, 26, 'Male', 58.14984829940954, 1.6070455363489704, 0.10578576776822333, 34, 22.516050827158804, 88.33333333333333, 'Low Risk'),
(78083, 60, 16, '31:45.9', 36.78096463132338, 98.50793862774783, 122, 74, 37, 'Female', 85.30510254574666, 1.9214421312856642, 0.089871957, 48, 23.10576707392672, 90, 'Low Risk'),
(78084, 99, 17, '30:45.9', 37.04620943827451, 98.00047791, 110, 84, 32, 'Male', 93.00561608596865, 1.7695390751169455, 0.083133665, 26, 29.70221651270764, 92.66666666666667, 'High Risk'),
(78085, 82, 14, '29:45.9', 36.22642171599732, 98.17147174361628, 120, 88, 80, 'Female', 65.81785024604935, 1.9266614512668574, 0.071159665, 32, 17.73098559687467, 98.66666666666667, 'High Risk'),
(78086, 79, 12, '28:45.9', 37.10745233656105, 95.25661192237767, 132, 74, 53, 'Male', 53.51007816418723, 1.7309791742570266, 0.073138579, 58, 17.858784623078652, 93.33333333333333, 'High Risk'),
(78087, 61, 19, '27:45.9', 36.230678958684216, 99.72986727036724, 121, 84, 33, 'Male', 77.93647085379041, 1.9390276147090761, 0.12330801393796403, 37, 20.72873253129576, 96.33333333333333, 'Low Risk'),
(78088, 81, 15, '26:45.9', 37.22910573909385, 98.56334816124482, 125, 82, 54, 'Female', 80.77195089825612, 1.854620206821353, 0.05264183, 43, 23.482838863042737, 96.33333333333333, 'Low Risk'),
(78089, 94, 19, '25:45.9', 36.156563367437116, 96.34851008558294, 123, 76, 72, 'Female', 90.05678777933434, 1.953129884, 0.12101677597689922, 47, 23.607728514734763, 91.66666666666667, 'High Risk'),
(78090, 72, 13, '24:45.9', 36.67903796170429, 95.58746312548355, 114, 75, 65, 'Female', 88.92413825909337, 1.7410340997027927, 0.13233018348364028, 39, 29.33628464, 88, 'Low Risk'),
(78091, 91, 19, '23:45.9', 37.21188238766413, 96.16046855923159, 133, 83, 87, 'Female', 84.44836002838994, 1.5826085322492696, 0.094928962, 50, 33.71663422, 99.66666666666666, 'High Risk'),
(78092, 95, 14, '22:45.9', 36.19185513320906, 98.74817131445897, 117, 85, 81, 'Female', 88.99051880546892, 1.6519719774854151, 0.10101188881045495, 32, 32.60906800755534, 95.66666666666667, 'High Risk'),
(78093, 85, 19, '21:45.9', 36.08953472288183, 98.15928412954204, 114, 84, 73, 'Female', 71.85907974730287, 1.5470978482490498, 0.096993523, 30, 30.02244701140552, 94, 'High Risk'),
(78094, 69, 17, '20:45.9', 36.50820495290367, 99.28979824436053, 131, 81, 42, 'Male', 60.87379906545653, 1.8836848811515128, 0.065753528, 50, 17.155915651317244, 97.66666666666666, 'High Risk'),
(78095, 65, 16, '19:45.9', 36.753063941348906, 97.97715417041869, 128, 85, 34, 'Female', 53.798199295035246, 1.733011322875119, 0.1488971879015513, 43, 17.91286030116005, 99.33333333333333, 'High Risk'),
(78096, 81, 16, '18:45.9', 36.103160995341206, 96.82278239449919, 132, 70, 73, 'Male', 83.59712178237152, 1.6453214516093262, 0.14610535407864822, 62, 30.880889758921942, 90.66666666666666, 'High Risk'),
(78097, 66, 17, '17:45.9', 36.63296934102238, 97.30007885346957, 123, 76, 86, 'Male', 93.13689057, 1.5892628646181834, 0.075448062, 47, 36.87485009104272, 91.66666666666667, 'High Risk'),
(78098, 74, 17, '16:45.9', 36.08982926345743, 97.94957884683376, 130, 80, 59, 'Male', 85.84404779534043, 1.5595909277901905, 0.069891059, 50, 35.293017157324485, 96.66666666666666, 'High Risk'),
(78099, 89, 16, '15:45.9', 37.02864205787737, 99.35940175768634, 110, 80, 28, 'Female', 58.97627511108592, 1.5725353927173789, 0.059660495, 30, 23.84934641583389, 90, 'Low Risk'),
(78100, 99, 12, '14:45.9', 37.19996272403461, 97.41320137505129, 136, 84, 19, 'Female', 78.15486504549008, 1.8266370942229306, 0.083866488, 52, 23.42348289933165, 101.33333333333333, 'High Risk'),
(78101, 73, 17, '13:45.9', 36.721640485609086, 97.71842278147972, 130, 85, 66, 'Female', 66.13261612506864, 1.5605928264340885, 0.11537429850805231, 45, 27.154167378485646, 100, 'Low Risk'),
(78102, 75, 12, '12:45.9', 37.13299700693165, 97.17028927690744, 112, 88, 66, 'Female', 96.52412996287265, 1.9456132007818692, 0.1040890199613694, 24, 25.498984634072873, 96, 'Low Risk'),
(78103, 92, 14, '11:45.9', 36.637689530683005, 96.00985622792938, 114, 86, 78, 'Male', 78.32877769241048, 1.6375669390776537, 0.1391991476043754, 28, 29.209439676704708, 95.33333333333333, 'High Risk'),
(78104, 91, 14, '10:45.9', 36.15068276528707, 96.91874194797178, 119, 73, 70, 'Male', 53.020619907661434, 1.5946815463535629, 0.1363393343008213, 46, 20.849558543840995, 88.33333333333333, 'High Risk'),
(78105, 89, 12, '09:45.9', 36.24839074715784, 97.17015769643035, 135, 73, 39, 'Male', 71.83305090489212, 1.9827170413287627, 0.13409670886180255, 62, 18.272704607533218, 93.66666666666666, 'High Risk'),
(78106, 88, 14, '08:45.9', 37.32390586686845, 96.73742432361774, 121, 85, 34, 'Male', 72.08127156557522, 1.783046639689571, 0.1458392232799056, 36, 22.672375863558628, 97, 'Low Risk'),
(78107, 83, 16, '07:45.9', 36.01414694408777, 95.06359397378105, 126, 71, 61, 'Female', 71.3310868, 1.6406308620691559, 0.088494646, 55, 26.500684232139072, 89.33333333333333, 'Low Risk'),
(78108, 81, 12, '06:45.9', 37.07735860493304, 99.67630427672762, 118, 83, 21, 'Male', 80.77815385656501, 1.9970518616427322, 0.14269687964686562, 35, 20.254206657725508, 94.66666666666667, 'Low Risk'),
(78109, 84, 12, '05:45.9', 36.004782680148345, 98.83297448, 120, 76, 18, 'Female', 98.17714128586677, 1.6416350124860228, 0.08240048, 44, 36.429832132483746, 90.66666666666667, 'High Risk'),
(78110, 63, 15, '04:45.9', 36.691712206482386, 95.14607888, 135, 89, 64, 'Male', 68.23711688467662, 1.5941808072939647, 0.1347436639687096, 46, 26.850075824106693, 104.33333333333333, 'Low Risk'),
(78111, 86, 18, '03:45.9', 36.13651557403151, 99.85516549793296, 126, 76, 34, 'Female', 73.17808515, 1.6721044848741435, 0.089735298, 50, 26.173042937319295, 92.66666666666666, 'Low Risk'),
(78112, 74, 17, '02:45.9', 36.249924300609685, 96.03239205840099, 113, 82, 54, 'Female', 59.275256212451865, 1.7481364556780357, 0.064859772, 31, 19.39647363641382, 92.33333333333333, 'Low Risk'),
(78113, 72, 13, '01:45.9', 36.612174396396355, 97.95670820501044, 126, 70, 78, 'Male', 92.29784902800684, 1.581484285999267, 0.090892298, 56, 36.90301230307768, 88.66666666666666, 'High Risk'),
(78114, 80, 18, '00:45.9', 37.18336725839666, 99.71016668, 115, 82, 49, 'Male', 96.66790163921527, 1.644488338040501, 0.096698746, 33, 35.74544396750721, 93, 'High Risk'),
(78115, 92, 17, '59:45.9', 36.43882576140664, 99.78429401123745, 123, 79, 43, 'Female', 96.84202468750117, 1.6283121626761143, 0.087409177, 44, 36.524857229106225, 93.66666666666667, 'High Risk'),
(78116, 62, 19, '58:45.9', 37.219687316753934, 96.6407362, 128, 73, 66, 'Male', 93.13487035860909, 1.620257149, 0.062533696, 55, 35.47679852, 91.33333333333333, 'High Risk'),
(78117, 79, 19, '57:45.9', 37.189176340073246, 96.05349130019815, 128, 74, 38, 'Male', 61.08828901342567, 1.6872844827836178, 0.11695273238008344, 54, 21.457609446765588, 92, 'Low Risk'),
(78118, 61, 12, '56:45.9', 36.95951179906593, 95.95116770458974, 116, 76, 38, 'Female', 76.38609578, 1.6058105842026746, 0.130695972, 40, 29.622770974897545, 89.33333333333333, 'Low Risk'),
(78119, 91, 15, '55:45.9', 36.91937291624702, 97.52558401462662, 138, 76, 64, 'Male', 86.03382717498206, 1.7138457536683755, 0.13220024411355902, 62, 29.29043200488194, 96.66666666666666, 'High Risk'),
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(78297, 89, 19, '57:45.9', 36.313580350954325, 95.26770130686054, 139, 81, 24, 'Female', 72.95393886488272, 1.7345620806381763, 0.1423183433582743, 58, 24.24761617883293, 100.33333333333333, 'Low Risk'),
(78298, 77, 17, '56:45.9', 37.080224019075416, 95.05576886562461, 123, 89, 26, 'Female', 62.909279705147505, 1.749199695347135, 0.051934823, 34, 20.56060674569476, 100.33333333333333, 'Low Risk'),
(78299, 88, 13, '55:45.9', 37.04748335587574, 96.79159663385519, 123, 80, 38, 'Male', 60.320604012272085, 1.870768818224769, 0.10913330621881862, 43, 17.235561506773763, 94.33333333333333, 'High Risk'),
(78300, 83, 12, '54:45.9', 36.394442075884264, 97.21389360183589, 132, 79, 33, 'Male', 85.70770422380514, 1.5202786995775979, 0.14896298217145876, 53, 37.08287872067076, 96.66666666666666, 'High Risk'),
(78301, 72, 12, '53:45.9', 36.040357174360544, 99.53848516724656, 111, 80, 79, 'Female', 64.59716091, 1.7456270880245577, 0.11269345548282365, 31, 21.198761354720606, 90.33333333333333, 'Low Risk'),
(78302, 97, 18, '52:45.9', 37.16970892528015, 98.32070173287306, 116, 76, 39, 'Male', 71.12410029504208, 1.5066775271678083, 0.096490574, 40, 31.33113764044665, 89.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(78304, 93, 16, '50:45.9', 37.030343806893335, 99.15817053357895, 136, 73, 66, 'Female', 53.01029541820979, 1.5596367499868955, 0.05380284, 63, 21.792813613949633, 94, 'High Risk'),
(78305, 72, 15, '49:45.9', 37.172134488494315, 98.22207667913618, 120, 83, 28, 'Female', 69.46654296137622, 1.7454705890256252, 0.12478731025599384, 37, 22.800827856079927, 95.33333333333333, 'Low Risk'),
(78306, 69, 19, '48:45.9', 37.162728154968825, 99.56640768, 115, 70, 85, 'Male', 99.12324488048975, 1.9259256397052094, 0.069718714, 45, 26.723693415649233, 85, 'Low Risk'),
(78307, 86, 13, '47:45.9', 36.70512566555499, 97.93828972420097, 112, 70, 73, 'Male', 72.48661370584962, 1.9201397526743218, 0.09812548, 42, 19.660390236585663, 84, 'Low Risk'),
(78308, 86, 12, '46:45.9', 37.40109172270914, 95.25791881025098, 127, 83, 72, 'Female', 69.96548613151782, 1.7887416229904585, 0.080911331, 44, 21.866971063379566, 97.66666666666667, 'Low Risk'),
(78309, 91, 13, '45:45.9', 36.38822842, 97.98358316236866, 114, 71, 71, 'Female', 65.73471993828007, 1.9470685360473565, 0.076193875, 43, 17.339331089248827, 85.33333333333333, 'High Risk'),
(78310, 63, 19, '44:45.9', 36.81649177289427, 96.84226831654443, 113, 74, 83, 'Male', 68.46439127675839, 1.9942779494196368, 0.11293081913401946, 39, 17.214458915454227, 87, 'High Risk'),
(78311, 83, 18, '43:45.9', 36.46668815221134, 95.09514296, 131, 78, 39, 'Male', 63.90957596015343, 1.902386788618182, 0.062596705, 53, 17.659088923339286, 95.66666666666666, 'High Risk'),
(78312, 88, 13, '42:45.9', 36.12263465723328, 98.28458434, 114, 80, 62, 'Male', 65.02660029337454, 1.8098058260748768, 0.07864759, 34, 19.853043081589064, 91.33333333333333, 'Low Risk'),
(78313, 79, 15, '41:45.9', 37.43532204604031, 97.58131040402247, 134, 76, 73, 'Female', 56.54194152339451, 1.9795930851103396, 0.11033433766030162, 58, 14.428422826514284, 95.33333333333333, 'High Risk'),
(78314, 73, 16, '40:45.9', 37.190760014306946, 98.73492439284107, 125, 74, 76, 'Male', 76.91912799887318, 1.5726816489271966, 0.1053828467462341, 51, 31.099450378884494, 91, 'High Risk'),
(78315, 70, 17, '39:45.9', 36.58350183, 96.74845227900474, 110, 78, 38, 'Male', 95.28621088709475, 1.7535914475011065, 0.097478057, 32, 30.98654962464454, 88.66666666666667, 'High Risk'),
(78316, 68, 16, '38:45.9', 36.23898637819813, 97.79047925515648, 117, 77, 67, 'Female', 56.12453355877332, 1.7053885895377043, 0.13140892004569782, 40, 19.297721698469203, 90.33333333333333, 'Low Risk'),
(78317, 98, 15, '37:45.9', 37.40808615206245, 95.97662761527764, 116, 79, 69, 'Female', 89.05336404845458, 1.727428343235178, 0.11833291334868741, 37, 29.843533839266847, 91.33333333333333, 'High Risk'),
(78318, 86, 18, '36:45.9', 36.619708655606566, 95.14700779742735, 125, 75, 82, 'Female', 69.87240569201879, 1.7953966345734829, 0.12983091329502966, 50, 21.67628650455077, 91.66666666666666, 'Low Risk'),
(78319, 92, 15, '35:45.9', 36.105506835196266, 95.61366532608429, 131, 84, 18, 'Male', 73.87347963205995, 1.8184477598213276, 0.13409145766518626, 47, 22.34019180478632, 99.66666666666667, 'High Risk'),
(78320, 94, 17, '34:45.9', 36.47374223621399, 97.81538283100313, 139, 88, 68, 'Male', 57.87535181669893, 1.7055050631086612, 0.073622289, 51, 19.897000826989327, 105, 'High Risk'),
(78321, 94, 19, '33:45.9', 36.13778354538781, 99.81751171008364, 124, 89, 19, 'Female', 90.27929911693107, 1.6314358769362978, 0.091836446, 35, 33.91940000357718, 100.66666666666667, 'High Risk'),
(78322, 86, 18, '32:45.9', 37.29353194, 97.99395369876794, 120, 82, 78, 'Male', 84.84895086695624, 1.970967931899865, 0.078353687, 38, 21.841746396618362, 94.66666666666667, 'Low Risk'),
(78323, 66, 19, '31:45.9', 36.69456190573907, 96.00433361104865, 127, 83, 37, 'Male', 86.84411819654161, 1.999368024030117, 0.1208083734407475, 44, 21.724756904268087, 97.66666666666667, 'Low Risk'),
(78324, 86, 12, '30:45.9', 36.00792163834052, 96.95290976858249, 130, 83, 47, 'Male', 85.30123764, 1.931979318710231, 0.057692893, 47, 22.85337711566815, 98.66666666666667, 'Low Risk'),
(78325, 72, 15, '29:45.9', 36.56629687527554, 96.814449, 113, 86, 30, 'Male', 78.11677895305289, 1.5083952866335528, 0.076809082, 27, 34.33317713, 95, 'High Risk'),
(78326, 63, 15, '28:45.9', 36.237562201184915, 95.28312562, 135, 81, 83, 'Female', 91.61798983, 1.5897207593400173, 0.060291718, 54, 36.252592371159615, 99, 'High Risk'),
(78327, 62, 17, '27:45.9', 36.60026963375914, 95.44077371698845, 125, 85, 22, 'Male', 93.18551164, 1.9739934168215751, 0.074231533, 40, 23.91426261, 98.33333333333333, 'Low Risk'),
(78328, 62, 16, '26:45.9', 36.47775509287962, 97.33511110766399, 133, 72, 47, 'Male', 65.04169209691798, 1.768848269410884, 0.084887633, 61, 20.78790239886424, 92.33333333333333, 'Low Risk'),
(78329, 90, 18, '25:45.9', 37.40099995519156, 99.20750811249347, 131, 81, 23, 'Male', 53.88596174282539, 1.6288762509651702, 0.13213844328050423, 50, 20.309510482242256, 97.66666666666666, 'Low Risk'),
(78330, 70, 19, '24:45.9', 36.322688736501654, 97.10352639083014, 116, 78, 29, 'Male', 97.87738413056775, 1.5923343255354077, 0.12335632556137274, 38, 38.60235848470225, 90.66666666666667, 'High Risk'),
(78331, 68, 19, '23:45.9', 36.768876984580935, 96.68340027, 113, 81, 65, 'Male', 65.36105235172539, 1.600517670427449, 0.11293507238357715, 32, 25.515147857076403, 91.66666666666667, 'Low Risk'),
(78332, 71, 12, '22:45.9', 36.852485444709764, 96.43297498042317, 121, 70, 44, 'Female', 90.68963244817641, 1.6131267719497542, 0.11199399069774182, 51, 34.851433323247925, 87, 'High Risk'),
(78333, 73, 12, '21:45.9', 36.97780829, 96.07747498859177, 125, 78, 32, 'Female', 97.68782581045144, 1.534177231588494, 0.11709869288556894, 47, 41.503944864451405, 93.66666666666667, 'High Risk'),
(78334, 82, 15, '20:45.9', 37.37998160837097, 97.06988735075551, 121, 89, 66, 'Male', 70.62003935261973, 1.5750921097501858, 0.085005713, 32, 28.465318224664998, 99.66666666666667, 'Low Risk'),
(78335, 92, 12, '19:45.9', 36.35885826657368, 95.96708934710016, 121, 80, 53, 'Male', 60.215261170812454, 1.7950710298079144, 0.079859656, 41, 18.68715975408663, 93.66666666666667, 'High Risk'),
(78336, 80, 16, '18:45.9', 37.21746981905336, 95.35063233713173, 130, 89, 65, 'Female', 79.43468365281373, 1.8914312654286205, 0.1201414947725163, 41, 22.203888765444784, 102.66666666666667, 'Low Risk'),
(78337, 74, 15, '17:45.9', 36.350246564150986, 98.07418277181716, 122, 75, 68, 'Male', 64.39340428791427, 1.6429947351468388, 0.11056466198659085, 47, 23.854429913743697, 90.66666666666667, 'Low Risk'),
(78338, 88, 17, '16:45.9', 37.47417378787033, 95.71585093342077, 127, 79, 80, 'Male', 73.45730400337374, 1.8960401073198896, 0.052345646502110356, 48, 20.43336747188846, 95, 'Low Risk'),
(78339, 70, 17, '15:45.9', 37.42563089669825, 98.9480239, 123, 76, 75, 'Female', 72.18833560231795, 1.8178140402466998, 0.08098609, 47, 21.845808472815012, 91.66666666666667, 'Low Risk'),
(78340, 99, 16, '14:45.9', 36.21778504722389, 99.64344217416829, 110, 85, 65, 'Male', 54.987396432473105, 1.8041928965556713, 0.12222152853693471, 25, 16.892628056311768, 93.33333333333333, 'High Risk'),
(78341, 62, 13, '13:45.9', 36.06257738720577, 95.55493405376065, 126, 79, 26, 'Male', 99.67184002611387, 1.6872906168529458, 0.12227199599877184, 47, 35.01004693783678, 94.66666666666667, 'High Risk'),
(78342, 80, 17, '12:45.9', 37.36469023113022, 99.83438137462468, 136, 71, 22, 'Male', 53.15487545140048, 1.708192674399668, 0.052180661, 65, 18.216686934594318, 92.66666666666666, 'High Risk'),
(78343, 72, 18, '11:45.9', 37.20954211011252, 96.48612278278195, 112, 75, 33, 'Female', 67.87753674079784, 1.8446443727629152, 0.11640759729559647, 37, 19.948064821896892, 87.33333333333333, 'Low Risk'),
(78344, 87, 12, '10:45.9', 37.14410521548329, 96.02810136, 134, 88, 79, 'Male', 96.77547316559219, 1.8936076568180624, 0.09119403, 46, 26.988907285841467, 103.33333333333333, 'Low Risk'),
(78345, 74, 17, '09:45.9', 36.09967472123567, 98.80245891970138, 131, 85, 21, 'Male', 80.32219198811569, 1.8647812163002833, 0.055015195, 46, 23.09828735771272, 100.33333333333333, 'Low Risk'),
(78346, 65, 13, '08:45.9', 36.89649767126133, 95.87596858473628, 138, 85, 22, 'Female', 71.76052609007728, 1.6020582510097203, 0.076383897, 53, 27.95947471407795, 102.66666666666666, 'Low Risk'),
(78347, 66, 17, '07:45.9', 37.442980946892014, 95.75092867657149, 128, 89, 44, 'Male', 90.67943349151828, 1.5009757532708088, 0.081399525, 39, 40.24958851874267, 102, 'High Risk'),
(78348, 86, 17, '06:45.9', 36.630522110890695, 96.83400588535197, 136, 84, 60, 'Male', 59.37539467409874, 1.674166317103528, 0.1343581639282303, 52, 21.184065442556395, 101.33333333333333, 'Low Risk'),
(78349, 88, 19, '05:45.9', 37.28511810284011, 98.25335753069768, 114, 76, 43, 'Male', 57.939695434855935, 1.5142486867656964, 0.10198901264157209, 38, 25.268635838665034, 88.66666666666667, 'Low Risk'),
(78350, 84, 18, '04:45.9', 36.45721609694759, 95.18333560952104, 139, 73, 56, 'Male', 92.06009996, 1.7695295404999887, 0.11964395474354067, 66, 29.400573894947374, 95, 'Low Risk'),
(78351, 94, 17, '03:45.9', 37.34130501600862, 95.92508018, 129, 82, 69, 'Female', 60.09032379715399, 1.9350815499026315, 0.076235038, 47, 16.04744884340428, 97.66666666666667, 'High Risk'),
(78352, 84, 14, '02:45.9', 36.49229378103658, 96.38711796293286, 135, 86, 56, 'Male', 61.81695237, 1.5958260672345572, 0.12645399351403586, 49, 24.27372796312972, 102.33333333333333, 'Low Risk'),
(78353, 85, 19, '01:45.9', 36.90246383618951, 98.11675966979595, 112, 83, 28, 'Male', 54.713960635383096, 1.9939887516316603, 0.1251626098748257, 29, 13.761087156975696, 92.66666666666667, 'High Risk'),
(78354, 87, 17, '00:45.9', 36.36800762928535, 97.97797545134232, 134, 89, 89, 'Female', 62.576939811591245, 1.846071757198505, 0.059475531319530095, 45, 18.36188084583478, 104, 'High Risk'),
(78355, 78, 18, '59:45.9', 36.54116213584086, 96.58663474, 118, 87, 89, 'Female', 54.92641881870114, 1.5896470524089608, 0.060288334, 31, 21.73601203726925, 97.33333333333333, 'Low Risk'),
(78356, 90, 19, '58:45.9', 37.210015658188496, 99.36076847913942, 127, 75, 36, 'Female', 64.53631471075227, 1.5061310271852941, 0.050547083, 52, 28.44976288425579, 92.33333333333333, 'Low Risk'),
(78357, 80, 15, '57:45.9', 36.972945677236524, 99.05526316242137, 137, 78, 79, 'Male', 66.13897820763658, 1.673102416869479, 0.12095269703294992, 59, 23.627209273974763, 97.66666666666666, 'Low Risk'),
(78358, 71, 18, '56:45.9', 37.27771426409217, 97.30270120167255, 123, 79, 78, 'Female', 78.43449163, 1.5146045200859928, 0.054195716, 44, 34.19074696323375, 93.66666666666667, 'High Risk'),
(78359, 83, 17, '55:45.9', 36.54711717913268, 96.28546366056604, 125, 80, 74, 'Male', 63.778480620021824, 1.9465396946468323, 0.065110805, 45, 16.832461895903403, 95, 'High Risk'),
(78360, 86, 12, '54:45.9', 37.20704867415113, 99.43773438800025, 119, 70, 69, 'Male', 80.87434321990952, 1.8480193442967328, 0.14572853415248707, 49, 23.680874758395397, 86.33333333333333, 'Low Risk'),
(78361, 88, 12, '53:45.9', 36.97102309931044, 97.68543928793731, 133, 87, 44, 'Female', 56.05175297260899, 1.935268437387701, 0.085694601, 46, 14.966035531491938, 102.33333333333333, 'High Risk'),
(78362, 92, 15, '52:45.9', 37.11523567932772, 95.96613559782207, 127, 76, 87, 'Female', 54.40798498977356, 1.637409572530415, 0.14675907184208037, 51, 20.293081146903067, 93, 'High Risk'),
(78363, 85, 15, '51:45.9', 36.26513874927325, 98.53652332891785, 136, 77, 89, 'Female', 59.40994101515382, 1.8123290475268816, 0.094252151, 59, 18.087769653728646, 96.66666666666666, 'High Risk'),
(78364, 72, 13, '50:45.9', 36.73608441195421, 95.34372358341376, 113, 75, 22, 'Female', 51.44392348108218, 1.9266883977623874, 0.12633765680174402, 38, 13.858337039526743, 87.66666666666667, 'High Risk'),
(78365, 77, 17, '49:45.9', 37.18835933583534, 96.22916142969102, 115, 84, 47, 'Female', 61.03657515866611, 1.6728586376076153, 0.050211426013688644, 31, 21.810803775908372, 94.33333333333333, 'Low Risk'),
(78366, 98, 12, '48:45.9', 36.322712595047555, 98.90548008586887, 122, 85, 42, 'Female', 76.49030075, 1.5287993821021724, 0.080952571, 37, 32.72693782972075, 97.33333333333333, 'High Risk'),
(78367, 68, 15, '47:45.9', 36.39686850320549, 97.99411005614793, 132, 73, 42, 'Female', 89.34985587925917, 1.9659658314125439, 0.10953060770740752, 59, 23.11755637196726, 92.66666666666666, 'Low Risk'),
(78368, 74, 17, '46:45.9', 36.30559075149626, 96.40858994447241, 129, 89, 59, 'Female', 52.008500703711775, 1.5281697782312018, 0.060497577, 40, 22.27055914132113, 102.33333333333333, 'Low Risk'),
(78369, 81, 18, '45:45.9', 36.91407119936822, 99.46244300785578, 129, 86, 70, 'Male', 84.64425376968435, 1.9118626382430304, 0.067591406, 43, 23.157096638157366, 100.33333333333333, 'Low Risk'),
(78370, 70, 19, '44:45.9', 37.468601954613995, 98.19266509, 135, 72, 33, 'Male', 56.44173293795333, 1.6255524797074432, 0.083872186, 63, 21.359857432577446, 93, 'Low Risk'),
(78371, 87, 18, '43:45.9', 36.127160189746405, 99.34146720613309, 126, 80, 61, 'Male', 52.90167070101814, 1.8883777085154376, 0.090142728, 46, 14.835140287705443, 95.33333333333333, 'High Risk'),
(78372, 97, 15, '42:45.9', 37.07181728722263, 96.93250922808141, 126, 83, 71, 'Male', 97.98696178054831, 1.620526045563452, 0.1405183042188926, 43, 37.31266430876222, 97.33333333333333, 'High Risk'),
(78373, 73, 19, '41:45.9', 36.97792132522279, 99.36216307310022, 112, 89, 50, 'Male', 57.544425910934045, 1.8579388752358632, 0.055454229, 23, 16.67018493564639, 96.66666666666667, 'High Risk'),
(78374, 98, 17, '40:45.9', 36.223588007833236, 98.75103487, 116, 87, 89, 'Male', 83.17755359075525, 1.6431997564329284, 0.062215040451987835, 29, 30.805298331196887, 96.66666666666667, 'High Risk'),
(78375, 86, 14, '39:45.9', 37.10908051026466, 98.17695463865168, 124, 76, 25, 'Male', 51.27768376038868, 1.9860412557683098, 0.14889590534202696, 48, 13.000254909654032, 92, 'High Risk'),
(78376, 83, 17, '38:45.9', 37.17075503681105, 98.40471889108248, 112, 79, 63, 'Female', 52.81428054168295, 1.5490612754957813, 0.092233936, 33, 22.009702556805706, 90, 'Low Risk'),
(78377, 93, 13, '37:45.9', 37.08051179605264, 96.02642517841325, 116, 81, 89, 'Male', 65.59752942, 1.8935949393612446, 0.1434269472179892, 35, 18.294195441569407, 92.66666666666667, 'High Risk'),
(78378, 93, 19, '36:45.9', 36.99281280580998, 96.78557079874196, 132, 74, 19, 'Female', 90.20105203010843, 1.6023786025766042, 0.097638776, 58, 35.13025715908717, 93.33333333333333, 'High Risk'),
(78379, 62, 16, '35:45.9', 36.31544696757052, 97.13655658952264, 116, 74, 30, 'Female', 51.96894795418254, 1.5690974634220078, 0.11935720677013502, 42, 21.107854143013242, 88, 'Low Risk'),
(78380, 69, 16, '34:45.9', 36.43046180583354, 95.02232251483204, 115, 87, 85, 'Female', 78.39968252312278, 1.7367428972070877, 0.056674766, 28, 25.992212037722307, 96.33333333333333, 'Low Risk'),
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(78558, 93, 17, '36:45.9', 37.04661626, 99.38378672412605, 121, 72, 37, 'Female', 79.12002365786194, 1.6051707039587741, 0.10768520386035729, 49, 30.707464527621273, 88.33333333333333, 'High Risk'),
(78559, 94, 18, '35:45.9', 36.51387172089546, 98.65225523940114, 113, 88, 83, 'Male', 68.84078890967963, 1.5611305358053353, 0.14243290287850852, 25, 28.246679443583385, 96.33333333333333, 'High Risk'),
(78560, 70, 18, '34:45.9', 36.11363152505404, 97.74562590555925, 133, 83, 23, 'Male', 97.97311573652289, 1.9058555379491429, 0.091683663, 50, 26.972857800027565, 99.66666666666666, 'Low Risk'),
(78561, 87, 16, '33:45.9', 36.836112502015425, 96.65566097900754, 119, 81, 27, 'Female', 72.30874201999444, 1.8854141038058494, 0.087703399, 38, 20.341234337709437, 93.66666666666667, 'Low Risk'),
(78562, 79, 13, '32:45.9', 37.21857333, 98.19438542, 118, 85, 31, 'Male', 60.48663525684109, 1.577691669213372, 0.1422636060033467, 33, 24.300497318673752, 96, 'Low Risk'),
(78563, 86, 17, '31:45.9', 37.11485405091953, 97.00073339038352, 125, 82, 27, 'Male', 68.6016923, 1.6967771074891478, 0.11575695798486564, 43, 23.82787081901637, 96.33333333333333, 'Low Risk'),
(78564, 91, 14, '30:45.9', 36.84537611221824, 96.83792429920453, 125, 77, 79, 'Female', 70.93544211, 1.659633231810517, 0.072309437, 48, 25.75366458092235, 93, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(78566, 77, 12, '28:45.9', 36.475334768173234, 95.60748541, 135, 75, 67, 'Female', 54.794465300917864, 1.9127107190876864, 0.1391318050928736, 60, 14.977457982035013, 95, 'High Risk'),
(78567, 61, 19, '27:45.9', 36.21730080464234, 95.45648582687127, 137, 72, 47, 'Female', 79.44285253410727, 1.8788035792708628, 0.06266626, 65, 22.505676507658148, 93.66666666666666, 'Low Risk'),
(78568, 93, 13, '26:45.9', 36.76477444911854, 95.13091545286322, 135, 71, 73, 'Male', 53.72539011020135, 1.6549093686638296, 0.08905206, 64, 19.616934795373187, 92.33333333333333, 'High Risk'),
(78569, 71, 17, '25:45.9', 37.324344489171885, 99.51206873, 137, 82, 34, 'Female', 97.60317092934667, 1.8909964119349154, 0.080124678, 55, 27.29496348545887, 100.33333333333333, 'Low Risk'),
(78570, 80, 15, '24:45.9', 37.13019049, 99.23291867582188, 139, 73, 28, 'Male', 65.09938434621225, 1.524931511741525, 0.091580626, 66, 27.994724863317934, 95, 'Low Risk'),
(78571, 76, 14, '23:45.9', 36.70844103137572, 98.87556863491997, 137, 79, 44, 'Female', 95.51202153180662, 1.5281280068750835, 0.067436118, 58, 40.90143699329363, 98.33333333333333, 'High Risk'),
(78572, 89, 14, '22:45.9', 36.99914415703073, 98.00934352990706, 139, 72, 77, 'Female', 84.31028363014472, 1.8232769875906114, 0.075298164, 67, 25.361518275601775, 94.33333333333333, 'Low Risk'),
(78573, 68, 13, '21:45.9', 36.50330084579085, 96.71566347062041, 139, 78, 36, 'Female', 87.55978554153384, 1.7848461583362167, 0.10176180518879602, 61, 27.485466442051614, 98.33333333333333, 'Low Risk'),
(78574, 85, 18, '20:45.9', 36.11531633922764, 97.38205967786092, 138, 80, 63, 'Male', 81.61269198995134, 1.5439697690175713, 0.13608454234905581, 58, 34.23577142171773, 99.33333333333333, 'High Risk'),
(78575, 60, 17, '19:45.9', 37.49136341787644, 97.29118086, 118, 85, 84, 'Female', 51.033951454471534, 1.5302367179682994, 0.13615240891048555, 33, 21.794251533570204, 96, 'Low Risk'),
(78576, 76, 19, '18:45.9', 37.08109073693504, 98.10738647918065, 110, 71, 20, 'Female', 96.88332086616336, 1.766228595213053, 0.099422078, 39, 31.056691874350484, 84, 'High Risk'),
(78577, 74, 16, '17:45.9', 36.56214055491464, 95.79950577072002, 116, 81, 35, 'Male', 61.78183369813739, 1.6584606320531363, 0.089974056, 35, 22.46210538113983, 92.66666666666667, 'Low Risk'),
(78578, 73, 13, '16:45.9', 36.15774024186006, 98.25515498637203, 125, 87, 63, 'Female', 84.85303752736198, 1.6973509303859406, 0.098241754, 38, 29.452631794484724, 99.66666666666667, 'Low Risk'),
(78579, 73, 17, '15:45.9', 36.35621143664625, 95.04689815826944, 116, 77, 25, 'Female', 97.23076304, 1.5193653301885928, 0.06508067, 39, 42.119118135479056, 90, 'High Risk'),
(78580, 85, 16, '14:45.9', 37.05442267509411, 96.15474263129047, 132, 76, 81, 'Female', 58.78559672872096, 1.5301316617229934, 0.12286530051766116, 56, 25.10806981587184, 94.66666666666666, 'Low Risk'),
(78581, 63, 13, '13:45.9', 36.50599832012038, 98.57869203, 138, 88, 70, 'Female', 96.72150497125398, 1.8321819715462624, 0.11376937594024918, 50, 28.812824545262913, 104.66666666666666, 'Low Risk'),
(78582, 93, 19, '12:45.9', 36.68433261769029, 98.71633280668782, 135, 72, 68, 'Female', 79.24123911537382, 1.669532268359656, 0.13910753312390972, 63, 28.429002602067836, 93, 'High Risk'),
(78583, 70, 13, '11:45.9', 36.54737033484736, 99.58524011006055, 116, 81, 42, 'Male', 52.13741048463476, 1.8691781159852277, 0.098965325, 35, 14.922723143495839, 92.66666666666667, 'High Risk'),
(78584, 84, 14, '10:45.9', 37.01824192924741, 98.95737467771417, 110, 72, 85, 'Male', 64.58454634992488, 1.5170641766244284, 0.1167567210378484, 38, 28.06213483111376, 84.66666666666667, 'Low Risk'),
(78585, 79, 15, '09:45.9', 37.013032342245836, 97.30604360720774, 122, 78, 25, 'Male', 72.73509189909838, 1.8648738522670663, 0.13233448163695982, 44, 20.91438375, 92.66666666666667, 'Low Risk'),
(78586, 61, 17, '08:45.9', 36.062909156676085, 96.74848026125129, 139, 87, 64, 'Male', 75.13903156727376, 1.7459645101948174, 0.10855610799666114, 52, 24.64874262255907, 104.33333333333333, 'Low Risk'),
(78587, 97, 12, '07:45.9', 36.697043783956005, 95.99862788627468, 137, 74, 60, 'Female', 84.39166672153229, 1.638301740435204, 0.10057989777946397, 63, 31.442116966332826, 95, 'High Risk'),
(78588, 64, 15, '06:45.9', 37.49171889411641, 97.93257648, 111, 89, 60, 'Female', 96.67178501937889, 1.875769330805523, 0.10825390520700423, 22, 27.47520087141437, 96.33333333333333, 'Low Risk'),
(78589, 64, 15, '05:45.9', 37.02521910587468, 96.25810158342351, 124, 87, 33, 'Female', 97.59087716051434, 1.5011119310490841, 0.13861719455289062, 37, 43.30948982830465, 99.33333333333333, 'High Risk'),
(78590, 72, 18, '04:45.9', 36.03467428506659, 98.80358381650021, 135, 76, 47, 'Female', 97.55514187986134, 1.7696323467343515, 0.10578379322237225, 59, 31.15186619144809, 95.66666666666666, 'High Risk'),
(78591, 71, 18, '03:45.9', 37.15561449595877, 98.08204805901666, 120, 86, 67, 'Male', 78.89127593866695, 1.902239115617689, 0.13657748691190935, 34, 21.80212195, 97.33333333333333, 'Low Risk'),
(78592, 97, 14, '02:45.9', 36.69134746800104, 99.83718725080143, 123, 88, 69, 'Male', 94.04236369, 1.9379533131950075, 0.11020514450696121, 35, 25.040149391363094, 99.66666666666667, 'High Risk'),
(78593, 78, 15, '01:45.9', 36.59337627767984, 96.22557287035214, 128, 81, 77, 'Female', 52.38908717870297, 1.903509225, 0.090735247, 47, 14.458753697284525, 96.66666666666667, 'High Risk'),
(78594, 80, 18, '00:45.9', 37.31472990632171, 97.79015333440267, 128, 74, 77, 'Female', 65.64044955386194, 1.7227911772809845, 0.079267979, 54, 22.115984086096283, 92, 'Low Risk'),
(78595, 75, 19, '59:45.9', 36.47838779862864, 96.97498091647155, 115, 79, 31, 'Female', 55.97647895, 1.6785073912386712, 0.076166297, 36, 19.86822460407223, 91, 'Low Risk'),
(78596, 94, 13, '58:45.9', 36.89157812419491, 99.25333573032773, 115, 70, 50, 'Female', 63.68224350480782, 1.7983097192482207, 0.074923348, 45, 19.691979367017314, 85, 'High Risk'),
(78597, 74, 13, '57:45.9', 36.28968617197802, 98.78223663856241, 119, 79, 28, 'Male', 97.21028645044521, 1.6200309361014589, 0.11882141096325817, 40, 37.03954192644004, 92.33333333333333, 'High Risk'),
(78598, 66, 17, '56:45.9', 36.85662802473366, 97.90802172057646, 114, 81, 59, 'Male', 85.81322714000217, 1.7294959350702455, 0.14337591011690193, 33, 28.68898235518507, 92, 'Low Risk'),
(78599, 97, 16, '55:45.9', 37.15457529370473, 99.40080608811118, 138, 71, 88, 'Female', 89.43868263650239, 1.6432627242251294, 0.11002578732376087, 67, 33.12160595622812, 93.33333333333333, 'High Risk'),
(78600, 99, 14, '54:45.9', 36.90003690832581, 95.25323272749917, 124, 70, 50, 'Female', 81.28515841458429, 1.6211843012045286, 0.055291003, 54, 30.927618336287388, 88, 'High Risk'),
(78601, 96, 19, '53:45.9', 37.383789732040036, 99.37954856676815, 133, 71, 89, 'Male', 89.79340063512967, 1.5241144557625734, 0.10234922925002549, 62, 38.655318400498324, 91.66666666666666, 'High Risk'),
(78602, 62, 19, '52:45.9', 37.43862634, 96.53166339, 112, 84, 62, 'Female', 70.73570241733837, 1.9011605665205251, 0.088160615, 28, 19.570461864498125, 93.33333333333333, 'Low Risk'),
(78603, 68, 14, '51:45.9', 36.755251823797174, 97.80860020131226, 138, 74, 67, 'Female', 81.09779030480568, 1.7661606326047632, 0.10083982345772793, 64, 25.998519685564514, 95.33333333333333, 'Low Risk'),
(78604, 73, 18, '50:45.9', 36.99358305020602, 96.26283314531472, 112, 80, 30, 'Female', 96.60677599706868, 1.699461431254035, 0.1242820696276826, 32, 33.44914053446962, 90.66666666666667, 'High Risk'),
(78605, 77, 17, '49:45.9', 37.03622487989639, 97.08840222649822, 128, 88, 58, 'Male', 59.671301549017436, 1.6244741632624535, 0.08886415, 40, 22.612047751688067, 101.33333333333333, 'Low Risk'),
(78606, 93, 13, '48:45.9', 36.91521867040664, 96.54568905637241, 126, 84, 25, 'Male', 98.04382512607677, 1.5484806703623275, 0.066552631, 42, 40.88920529, 98, 'High Risk'),
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(78608, 96, 14, '46:45.9', 37.08430215433323, 98.46580425997928, 118, 81, 19, 'Male', 94.15403278, 1.5154174462655094, 0.1320314282160043, 37, 40.999103538490374, 93.33333333333333, 'High Risk'),
(78609, 69, 19, '45:45.9', 36.22827996324127, 96.41750088344507, 121, 78, 76, 'Female', 89.87860337759332, 1.8906403611168763, 0.075789781, 43, 25.14423722901147, 92.33333333333333, 'Low Risk'),
(78610, 98, 16, '44:45.9', 36.54826907734381, 97.38684772686689, 133, 73, 52, 'Female', 57.06705381523145, 1.693945365634387, 0.11980779836493342, 60, 19.887795877721395, 93, 'High Risk'),
(78611, 82, 16, '43:45.9', 37.12639172879232, 96.38558723328977, 117, 80, 66, 'Male', 71.87658750074753, 1.601429636393901, 0.056517309, 37, 28.02668465597308, 92.33333333333333, 'Low Risk'),
(78612, 69, 17, '42:45.9', 37.09614838767977, 99.09843412837235, 118, 72, 87, 'Female', 77.61706205461446, 1.6377598051245443, 0.1153896383180511, 46, 28.937218494239758, 87.33333333333333, 'Low Risk'),
(78613, 88, 19, '41:45.9', 36.42880608177605, 96.04735148105324, 121, 86, 62, 'Male', 60.078018382730605, 1.927885333, 0.053794315010197394, 35, 16.164162232739287, 97.66666666666667, 'High Risk'),
(78614, 97, 19, '40:45.9', 36.061871384823874, 99.08423524305908, 124, 79, 86, 'Female', 99.87299325447572, 1.8881971378336337, 0.09609426, 45, 28.012598469462823, 94, 'High Risk'),
(78615, 99, 13, '39:45.9', 36.74257514558383, 95.84507666, 111, 80, 88, 'Female', 67.42246721297197, 1.8652675729333739, 0.081349041, 31, 19.37859830024056, 90.33333333333333, 'High Risk'),
(78616, 73, 18, '38:45.9', 36.34438612024169, 99.23045673456868, 124, 71, 62, 'Female', 59.445927897847696, 1.9941566375620645, 0.13125570872764308, 53, 14.94870507, 88.66666666666666, 'High Risk'),
(78617, 75, 19, '37:45.9', 36.481073739364454, 95.43833503740024, 136, 80, 76, 'Male', 69.49093023997713, 1.9971250126478828, 0.071018489, 56, 17.42278684958661, 98.66666666666666, 'High Risk'),
(78618, 65, 18, '36:45.9', 36.86543846921029, 97.88721609649373, 113, 80, 32, 'Male', 91.55973817702315, 1.9432011502951516, 0.10561594016996265, 33, 24.247614809439845, 91, 'Low Risk'),
(78619, 65, 12, '35:45.9', 37.49447592769128, 95.13298390013443, 136, 80, 55, 'Female', 55.519742741115756, 1.9601688209417307, 0.10925144614011137, 56, 14.449755257661412, 98.66666666666666, 'High Risk'),
(78620, 99, 13, '34:45.9', 36.47964103868272, 95.29336865, 119, 72, 88, 'Male', 92.12321891844654, 1.8886279354746665, 0.076163559, 47, 25.827138172944952, 87.66666666666667, 'High Risk'),
(78621, 93, 17, '33:45.9', 36.32653887524229, 95.46195039414533, 125, 87, 77, 'Female', 73.28675739314008, 1.892499274539029, 0.070770553, 38, 20.462281886509718, 99.66666666666667, 'High Risk'),
(78622, 83, 19, '32:45.9', 36.84879337330672, 99.97317933, 120, 85, 76, 'Female', 68.30406844481355, 1.6515129254212926, 0.12905993962890255, 35, 25.042784634406114, 96.66666666666667, 'Low Risk'),
(78623, 74, 12, '31:45.9', 36.81660819815877, 99.64687705496165, 112, 81, 28, 'Male', 97.38556727, 1.6680552193467824, 0.061191636, 31, 35.00045994457769, 91.33333333333333, 'High Risk'),
(78624, 78, 17, '30:45.9', 37.43782430470028, 96.92245740915907, 137, 70, 86, 'Male', 80.83809437585404, 1.599384938980415, 0.10818350168295301, 67, 31.60167214153951, 92.33333333333333, 'High Risk'),
(78625, 75, 13, '29:45.9', 36.68967996940526, 98.21359933256414, 116, 77, 85, 'Female', 51.09780102098167, 1.8046165714943028, 0.12326502342987845, 39, 15.69033906, 90, 'High Risk'),
(78626, 78, 19, '28:45.9', 37.25211215283441, 98.20580388801679, 118, 88, 27, 'Male', 64.23317215898025, 1.8758605283043273, 0.12069036976879194, 30, 18.254009826491878, 98, 'High Risk'),
(78627, 92, 16, '27:45.9', 37.155591476867095, 95.42609551995814, 122, 84, 35, 'Female', 89.62532242309211, 1.7496337360100935, 0.14256338638583863, 38, 29.277665383313646, 96.66666666666667, 'High Risk'),
(78628, 64, 19, '26:45.9', 37.30718924868391, 95.20193329142086, 130, 79, 20, 'Female', 71.49859759543065, 1.8147736500026705, 0.10107127507317842, 51, 21.70963860038474, 96, 'Low Risk'),
(78629, 72, 17, '25:45.9', 36.95006747, 97.9805316, 121, 85, 73, 'Male', 98.56938450706036, 1.6867830561094312, 0.10972994839875769, 36, 34.64364542980607, 97, 'High Risk'),
(78630, 65, 17, '24:45.9', 37.148225086817426, 96.03994108787973, 134, 79, 56, 'Male', 85.12703662947146, 1.6820615400354737, 0.14323653997482005, 55, 30.087337216232154, 97.33333333333333, 'High Risk'),
(78631, 70, 15, '23:45.9', 36.89209141629213, 96.81200088910089, 117, 88, 46, 'Female', 59.41572094013573, 1.533062148311474, 0.13808171694729376, 29, 25.280278222791356, 97.66666666666667, 'Low Risk'),
(78632, 97, 18, '22:45.9', 36.14905729898588, 96.49203672221383, 121, 86, 55, 'Female', 53.760426700708585, 1.6092650895760148, 0.070743523, 35, 20.759052486698263, 97.66666666666667, 'High Risk'),
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(78634, 87, 12, '20:45.9', 36.74678473997012, 96.69344196, 132, 79, 89, 'Female', 64.81639328465543, 1.5508902489781373, 0.098419189, 53, 26.947763682927697, 96.66666666666666, 'Low Risk'),
(78635, 63, 15, '19:45.9', 36.63502094871429, 95.72679743512185, 138, 78, 42, 'Male', 83.71557097125532, 1.8421061297620027, 0.097146766, 60, 24.670443008874962, 98, 'Low Risk'),
(78636, 72, 12, '18:45.9', 36.46542430960839, 98.34956731, 118, 80, 61, 'Female', 73.72847767, 1.6802894609728591, 0.080770448, 38, 26.113618788166523, 92.66666666666667, 'Low Risk'),
(78637, 90, 17, '17:45.9', 36.03807217556489, 97.80816166297551, 135, 86, 47, 'Female', 69.53839454956551, 1.893695407924286, 0.12209749513113188, 49, 19.391187588883106, 102.33333333333333, 'Low Risk'),
(78638, 86, 14, '16:45.9', 36.34129946979621, 95.85389065923697, 124, 76, 84, 'Female', 88.92252031281977, 1.7320605477330315, 0.053321939, 48, 29.64050673736308, 92, 'Low Risk'),
(78639, 96, 19, '15:45.9', 37.023944267434395, 97.81606193058693, 119, 81, 89, 'Male', 58.11785037976192, 1.9245736202351118, 0.12939165916512227, 38, 15.690633746483055, 93.66666666666667, 'High Risk'),
(78640, 78, 13, '14:45.9', 37.38424594857251, 99.39321013, 122, 82, 74, 'Female', 65.50793117740784, 1.5626707449843011, 0.12226324878758264, 40, 26.826185331084275, 95.33333333333333, 'Low Risk'),
(78641, 69, 15, '13:45.9', 36.01984825398021, 95.96251927394493, 134, 82, 83, 'Male', 63.98005486156049, 1.9570706084652882, 0.073978475, 52, 16.704428377422467, 99.33333333333333, 'High Risk'),
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(78817, 81, 13, '17:45.9', 36.69923979388643, 96.54616151416145, 137, 78, 41, 'Female', 78.93259610454986, 1.574280377106974, 0.060292747, 59, 31.848737602675627, 97.66666666666666, 'High Risk'),
(78818, 73, 19, '16:45.9', 36.408627727373236, 98.04607591778098, 133, 85, 73, 'Male', 57.91123771, 1.8440084919077777, 0.065441692, 48, 17.030877045543708, 101, 'High Risk'),
(78819, 97, 12, '15:45.9', 36.350267714306035, 96.17190633258723, 137, 84, 46, 'Male', 98.29881842, 1.7541877514169384, 0.10465790316829209, 53, 31.944503986627875, 101.66666666666666, 'High Risk'),
(78820, 70, 19, '14:45.9', 36.09752488699272, 98.73460922267856, 127, 81, 65, 'Female', 87.00165254, 1.874885293295547, 0.12863252157303584, 46, 24.75016490626467, 96.33333333333333, 'Low Risk'),
(78821, 72, 13, '13:45.9', 36.16499156457403, 99.60921463768528, 136, 78, 50, 'Female', 83.67471280597607, 1.8069151455053498, 0.12776577050794963, 58, 25.628235972963708, 97.33333333333333, 'Low Risk'),
(78822, 98, 17, '12:45.9', 36.034656249526535, 96.09354911856714, 117, 87, 25, 'Male', 87.66682838953554, 1.6970371098950958, 0.10539037348211294, 30, 30.440558498608574, 97, 'High Risk'),
(78823, 60, 14, '11:45.9', 36.95827594635608, 96.01879276, 132, 83, 39, 'Female', 82.84250024794156, 1.533854596311459, 0.11679139634363025, 49, 35.21152329543607, 99.33333333333333, 'High Risk'),
(78824, 71, 18, '10:45.9', 37.32086048566042, 98.10531014439646, 114, 84, 75, 'Female', 95.84652023262747, 1.9312672618038484, 0.078417521, 30, 25.697542505646993, 94, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(78826, 71, 15, '08:45.9', 36.04359847699595, 96.28758994865768, 116, 82, 21, 'Female', 68.85784637740994, 1.8766252008406434, 0.096289539, 34, 19.552322288205715, 93.33333333333333, 'Low Risk'),
(78827, 96, 17, '07:45.9', 36.1262693, 98.79473860101795, 122, 78, 26, 'Male', 51.102218374924696, 1.6338263405135844, 0.054033622, 44, 19.143791982765002, 92.66666666666667, 'High Risk'),
(78828, 87, 15, '06:45.9', 37.449363195757215, 97.76118155806402, 124, 88, 66, 'Male', 88.64342737114346, 1.6616567323914442, 0.10782735808113669, 36, 32.10435260091208, 100, 'High Risk'),
(78829, 60, 14, '05:45.9', 36.926966989653344, 96.1843411, 138, 79, 31, 'Male', 86.05272438101437, 1.761261146774831, 0.134700099, 59, 27.74068078929566, 98.66666666666666, 'Low Risk'),
(78830, 80, 19, '04:45.9', 36.962582840154106, 97.33320704332259, 139, 84, 62, 'Male', 56.17527048509811, 1.625348970149491, 0.11954123492790188, 55, 21.264341161468522, 102.33333333333333, 'Low Risk'),
(78831, 67, 12, '03:45.9', 36.06002916233687, 97.41932174624353, 124, 74, 31, 'Male', 70.77851221, 1.5860355163128155, 0.14454923130353314, 50, 28.13685890299632, 90.66666666666666, 'Low Risk'),
(78832, 69, 15, '02:45.9', 36.89945987726877, 98.76286097312249, 126, 85, 68, 'Male', 65.15814461162739, 1.6840407043064807, 0.06704227, 41, 22.97542428963227, 98.66666666666667, 'Low Risk'),
(78833, 69, 14, '01:45.9', 36.34880868003285, 99.73258792194757, 131, 72, 85, 'Male', 61.96467727086388, 1.8863923306221126, 0.076294418, 59, 17.413262541327022, 91.66666666666666, 'High Risk'),
(78834, 75, 14, '00:45.9', 37.16515275, 96.64194408, 132, 86, 64, 'Female', 99.25294580518494, 1.8464848627111357, 0.057740206, 46, 29.110649949944296, 101.33333333333333, 'Low Risk'),
(78835, 65, 18, '59:45.9', 37.46846794378372, 98.25757307209007, 112, 84, 61, 'Male', 56.252887943127405, 1.6723102042162012, 0.080432968, 28, 20.114588109217493, 93.33333333333333, 'Low Risk'),
(78836, 73, 18, '58:45.9', 37.014085783167324, 96.58425035583652, 119, 80, 41, 'Male', 89.49030953, 1.9210462126719219, 0.13273230559388216, 39, 24.24936583392579, 93, 'Low Risk'),
(78837, 66, 17, '57:45.9', 36.05819318005919, 96.69351546302008, 132, 85, 18, 'Female', 50.09843006743438, 1.9635194380481136, 0.087380015, 47, 12.99432446164983, 100.66666666666667, 'High Risk'),
(78838, 88, 19, '56:45.9', 37.460281483013695, 97.41941043518119, 133, 73, 64, 'Female', 75.25823873, 1.8853836123111138, 0.066214028, 60, 21.171644573481366, 93, 'Low Risk'),
(78839, 92, 18, '55:45.9', 37.49521060123023, 99.37350311360082, 114, 83, 74, 'Female', 82.34212393484226, 1.8425212524554828, 0.090716202, 31, 24.254763995678967, 93.33333333333333, 'High Risk'),
(78840, 93, 12, '54:45.9', 36.93893314877148, 98.97382061019758, 120, 73, 64, 'Male', 59.87742671, 1.8022659482783325, 0.097472358, 47, 18.43424576917877, 88.66666666666667, 'High Risk'),
(78841, 75, 18, '53:45.9', 36.120589649608625, 96.71230836053667, 119, 84, 63, 'Male', 88.31582457, 1.911473686039343, 0.095655754, 35, 24.171404188767138, 95.66666666666667, 'Low Risk'),
(78842, 72, 19, '52:45.9', 36.48284783356548, 96.58728854182844, 115, 78, 38, 'Male', 87.31727020848243, 1.8206457246111256, 0.093616805, 37, 26.342031132977592, 90.33333333333333, 'Low Risk'),
(78843, 95, 16, '51:45.9', 36.26325295804715, 95.07105079173469, 131, 79, 86, 'Male', 81.45480699470615, 1.796993005356211, 0.14254069942845327, 52, 25.22458010858994, 96.33333333333333, 'High Risk'),
(78844, 66, 16, '50:45.9', 37.34330980488518, 95.49992828343308, 123, 77, 82, 'Male', 69.63998763229694, 1.9653901065478951, 0.12235504780023423, 46, 18.028564758150534, 92.33333333333333, 'High Risk'),
(78845, 69, 18, '49:45.9', 36.92310041810565, 99.88637861754891, 118, 72, 89, 'Male', 78.32955267766027, 1.6943458046413296, 0.07089726, 46, 27.284848275271735, 87.33333333333333, 'Low Risk'),
(78846, 63, 16, '48:45.9', 37.42880544995775, 97.66348988585762, 120, 81, 49, 'Male', 90.50171402129035, 1.5799276098024029, 0.14988719697964187, 39, 36.25621197, 94, 'High Risk'),
(78847, 84, 14, '47:45.9', 37.06608159370027, 97.14063626041714, 136, 85, 80, 'Male', 65.69730390710428, 1.7058971043510343, 0.063115793, 51, 22.57573420470871, 102, 'Low Risk'),
(78848, 63, 15, '46:45.9', 36.14376782155303, 95.54802690346604, 121, 74, 44, 'Female', 63.8471657, 1.7411176349786834, 0.097734465, 47, 21.06131067, 89.66666666666667, 'Low Risk'),
(78849, 63, 12, '45:45.9', 36.314181761875595, 96.90532311976514, 114, 82, 41, 'Male', 55.69690482573714, 1.5232623610746876, 0.085309345, 32, 24.003890626185026, 92.66666666666667, 'Low Risk'),
(78850, 68, 17, '44:45.9', 36.599442543318425, 96.05715280269976, 117, 87, 21, 'Female', 76.56218538222114, 1.6569192812714504, 0.088612142, 30, 27.887630645347016, 97, 'Low Risk'),
(78851, 63, 12, '43:45.9', 37.37041986, 95.38361442, 129, 88, 22, 'Male', 57.206849287902536, 1.9240782025800718, 0.10641754307812126, 41, 15.452636553775609, 101.66666666666667, 'High Risk'),
(78852, 74, 17, '42:45.9', 36.44236808356612, 98.57777083524817, 136, 77, 29, 'Female', 89.38576527730186, 1.884081433723463, 0.064059631, 59, 25.180770964731895, 96.66666666666666, 'Low Risk'),
(78853, 76, 16, '41:45.9', 37.05509582851793, 98.13250965712719, 119, 85, 29, 'Female', 92.10594069761585, 1.6584103704241702, 0.11729361760631779, 34, 33.48911206736485, 96.33333333333333, 'High Risk'),
(78854, 79, 13, '40:45.9', 37.18505919683126, 97.55536204829781, 114, 76, 87, 'Female', 68.19817504486963, 1.9054802550384964, 0.14038102207024644, 38, 18.782951949578813, 88.66666666666667, 'Low Risk'),
(78855, 71, 17, '39:45.9', 36.09567923695889, 98.75636180394501, 118, 86, 64, 'Female', 98.04078161711843, 1.7410193136830108, 0.11506206797525384, 32, 32.34443634, 96.66666666666667, 'High Risk'),
(78856, 99, 16, '38:45.9', 37.16707363099955, 97.82495983283613, 117, 73, 70, 'Male', 75.84929481081244, 1.7982431375450805, 0.12451919170532184, 44, 23.45604165194715, 87.66666666666667, 'High Risk'),
(78857, 65, 15, '37:45.9', 37.02302191906812, 98.25956758278681, 110, 75, 50, 'Male', 52.42936647399385, 1.7565552684045216, 0.10034041231149952, 35, 16.992253243366807, 86.66666666666667, 'High Risk'),
(78858, 85, 16, '36:45.9', 37.24399796296143, 98.68736910305633, 139, 81, 39, 'Female', 53.15674377, 1.9125237010036227, 0.097616755, 58, 14.532646769083804, 100.33333333333333, 'High Risk'),
(78859, 73, 17, '35:45.9', 37.290249407725746, 96.26400046512734, 133, 89, 67, 'Male', 97.79726450909813, 1.8515912866911863, 0.11301902060881294, 44, 28.52570919658236, 103.66666666666667, 'Low Risk'),
(78860, 97, 19, '34:45.9', 37.45000119956647, 97.20320667773355, 134, 76, 58, 'Female', 78.27943772851104, 1.8421311388323907, 0.1192902344695448, 58, 23.067822974228786, 95.33333333333333, 'High Risk'),
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(78862, 69, 12, '32:45.9', 37.256972600594885, 99.31224444898173, 134, 79, 31, 'Male', 91.31403908073794, 1.9796492602580864, 0.09403444, 55, 23.30027513800385, 97.33333333333333, 'Low Risk'),
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(78864, 89, 18, '30:45.9', 37.171125714344264, 99.80401838335672, 126, 77, 85, 'Male', 61.52484816742544, 1.564902276509145, 0.11806672112066981, 49, 25.123266541357207, 93.33333333333333, 'Low Risk'),
(78865, 68, 13, '29:45.9', 36.83658819263705, 97.03787237260916, 127, 75, 82, 'Female', 81.70127293168309, 1.7116505562133457, 0.14833662773611206, 52, 27.886795500847896, 92.33333333333333, 'Low Risk'),
(78866, 61, 17, '28:45.9', 37.27098793832681, 98.78586523285715, 129, 77, 31, 'Male', 81.17214160620767, 1.5119787716384765, 0.058080271, 52, 35.50713382675186, 94.33333333333333, 'High Risk'),
(78867, 93, 12, '27:45.9', 37.334770753716306, 95.89945112574927, 128, 80, 25, 'Female', 70.37318475958372, 1.9019419413456238, 0.058175415, 48, 19.454169457729982, 96, 'High Risk'),
(78868, 72, 14, '26:45.9', 37.472485197273954, 98.01578928, 129, 73, 51, 'Female', 79.79642035524785, 1.6398816429322713, 0.10171223116961968, 56, 29.672791213910806, 91.66666666666666, 'Low Risk'),
(78869, 70, 12, '25:45.9', 37.18950877928291, 99.75234071620508, 126, 78, 31, 'Male', 98.80190882251702, 1.827294454942646, 0.11196428985265738, 48, 29.590224657005137, 94, 'Low Risk'),
(78870, 70, 14, '24:45.9', 37.45772392970624, 97.87894599461366, 114, 84, 55, 'Male', 80.18837223, 1.5433823607790556, 0.13161442002896862, 30, 33.66389262166809, 94, 'High Risk'),
(78871, 79, 12, '23:45.9', 37.20052048554545, 98.16645145807924, 127, 82, 78, 'Female', 60.46701380327081, 1.8549746528708355, 0.11280329607547057, 45, 17.572864569821224, 97, 'High Risk'),
(78872, 62, 14, '22:45.9', 36.050407061946736, 97.16108776250009, 126, 71, 60, 'Female', 53.56302979035666, 1.552527019217624, 0.055238634, 55, 22.22218714340456, 89.33333333333333, 'Low Risk'),
(78873, 70, 15, '21:45.9', 37.23451342188936, 97.54419819743894, 118, 71, 19, 'Male', 73.56052189333617, 1.5556797216223175, 0.10078747535318444, 47, 30.395159058525557, 86.66666666666667, 'High Risk'),
(78874, 69, 14, '20:45.9', 36.76136488570873, 95.45003399, 139, 89, 47, 'Female', 89.50550397472415, 1.9830309710302574, 0.07261637, 50, 22.760969043193544, 105.66666666666666, 'Low Risk'),
(78875, 64, 15, '19:45.9', 36.111516802874505, 99.52858554808752, 133, 75, 78, 'Female', 64.98457621514628, 1.9088596902951862, 0.10035183627055132, 58, 17.83455498598887, 94.33333333333333, 'High Risk'),
(78876, 94, 17, '18:45.9', 36.14968551241713, 98.13720209604601, 121, 70, 88, 'Female', 59.219032810922535, 1.670077733322146, 0.087337374, 51, 21.23185495, 87, 'High Risk'),
(78877, 65, 18, '17:45.9', 36.869634025883016, 99.77856110675977, 129, 84, 66, 'Male', 66.12086314321532, 1.7727241814815593, 0.12581959912073565, 45, 21.04050583314646, 99, 'Low Risk'),
(78878, 82, 17, '16:45.9', 36.15077623, 96.26010877812278, 123, 86, 49, 'Female', 97.62494346032192, 1.5666839657664386, 0.059736562880309554, 37, 39.77388356535327, 98.33333333333333, 'High Risk'),
(78879, 91, 13, '15:45.9', 36.11570893665089, 95.63849143943541, 122, 89, 44, 'Female', 80.15750801572864, 1.8227994985474125, 0.14390369085600097, 33, 24.12494912972571, 100, 'High Risk'),
(78880, 67, 15, '14:45.9', 36.631593292305176, 97.92433452371758, 132, 80, 70, 'Female', 71.00258566422391, 1.8436266726649435, 0.098131305, 52, 20.889507412969575, 97.33333333333333, 'Low Risk'),
(78881, 63, 12, '13:45.9', 36.96635424953185, 97.52006297007708, 139, 84, 60, 'Male', 86.7520416, 1.754215939260516, 0.086727653, 55, 28.191202328870116, 102.33333333333333, 'Low Risk'),
(78882, 98, 19, '12:45.9', 37.42895536040232, 95.53299023316897, 129, 80, 38, 'Female', 93.71035602659086, 1.8934174367934293, 0.10590861760713688, 49, 26.139353574431432, 96.33333333333333, 'High Risk'),
(78883, 85, 12, '11:45.9', 36.23965993, 95.22013778652602, 122, 78, 29, 'Male', 53.77032632139823, 1.6727321736150849, 0.11255015023457954, 44, 19.217188564062734, 92.66666666666667, 'Low Risk'),
(78884, 83, 14, '10:45.9', 37.293001970963516, 97.58431501894547, 117, 76, 81, 'Female', 58.60696154434601, 1.6548412557926993, 0.075522497, 41, 21.40112123159419, 89.66666666666667, 'Low Risk'),
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(78886, 94, 12, '08:45.9', 36.52148646059963, 95.21954798598983, 136, 72, 41, 'Female', 99.10888643926117, 1.6965533400253108, 0.13667134072885156, 64, 34.43321382794661, 93.33333333333333, 'High Risk'),
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(78889, 94, 12, '05:45.9', 37.4623103, 97.14803430787913, 112, 88, 49, 'Male', 51.00434516119972, 1.5656714200342994, 0.14331182446491905, 24, 20.806830445132864, 96, 'High Risk'),
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(78893, 91, 18, '01:45.9', 37.264064869376405, 97.75732624184371, 127, 73, 45, 'Male', 82.77871526728978, 1.935552568898527, 0.11413660358037499, 54, 22.095749600995585, 91, 'High Risk'),
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(78895, 99, 14, '59:45.9', 36.65424059684961, 97.50951075525738, 127, 82, 38, 'Female', 61.59458844216921, 1.7337205054847094, 0.1335130880348854, 45, 20.492001835847486, 97, 'High Risk'),
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(79076, 60, 17, '58:45.9', 37.38009216, 98.71665701084305, 126, 84, 49, 'Female', 65.98274804053446, 1.6047721692513195, 0.11303446014523406, 42, 25.62144568248531, 98, 'Low Risk'),
(79077, 62, 19, '57:45.9', 36.18864138626867, 96.92483991745003, 125, 73, 67, 'Male', 58.934533430467745, 1.9961036676599928, 0.13755034097526225, 52, 14.791208684527284, 90.33333333333333, 'High Risk'),
(79078, 88, 15, '56:45.9', 37.06456083602331, 97.54853356668814, 132, 76, 35, 'Male', 93.89564470088527, 1.7658073357694082, 0.1012183863589371, 56, 30.11333217679961, 94.66666666666666, 'High Risk'),
(79079, 73, 16, '55:45.9', 36.22014331, 99.46929282915623, 137, 83, 77, 'Female', 96.70138289353542, 1.6700977710032245, 0.10437582130756244, 54, 34.66960487076521, 101, 'High Risk'),
(79080, 96, 14, '54:45.9', 37.45222947199683, 95.73766204539815, 132, 84, 70, 'Female', 78.36680815083733, 1.993834613393976, 0.11320214377413501, 48, 19.713053299379077, 100, 'High Risk'),
(79081, 92, 15, '53:45.9', 37.35250674294875, 98.65146318090598, 123, 83, 37, 'Female', 88.74878110720698, 1.533431467493375, 0.10443802246714955, 40, 37.74275993960151, 96.33333333333333, 'High Risk'),
(79082, 82, 12, '52:45.9', 37.084579911023624, 96.45834811180919, 129, 74, 59, 'Male', 90.67592245130436, 1.7138964990395122, 0.1200848107039892, 55, 30.869016939137847, 92.33333333333333, 'High Risk'),
(79083, 90, 19, '51:45.9', 36.94655839686086, 98.63096622171726, 138, 85, 19, 'Female', 83.79413756238841, 1.8484240799091753, 0.14683325558424384, 53, 24.525078170463424, 102.66666666666666, 'Low Risk'),
(79084, 70, 18, '50:45.9', 36.474455740002064, 95.97871683431697, 122, 87, 24, 'Male', 63.14371116861129, 1.9680913321664097, 0.075995477, 35, 16.301951847299907, 98.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(79086, 75, 12, '48:45.9', 37.489069031791665, 96.83459651044701, 127, 85, 57, 'Female', 91.15298703, 1.8081789711546774, 0.087752464, 42, 27.879698732407363, 99, 'Low Risk'),
(79087, 95, 15, '47:45.9', 36.72155826779792, 96.63758168423871, 130, 72, 21, 'Female', 60.02573078221684, 1.8134325599462349, 0.086021922, 58, 18.25301613677233, 91.33333333333333, 'High Risk'),
(79088, 73, 17, '46:45.9', 36.94925890968441, 95.50422739748129, 134, 86, 31, 'Male', 79.49620360502584, 1.9046450951238654, 0.12961643163405034, 48, 21.91382876994954, 102, 'Low Risk'),
(79089, 96, 13, '45:45.9', 37.061118039780816, 96.77574386, 110, 87, 38, 'Female', 60.43114299193969, 1.6294100825972386, 0.13242394445124617, 23, 22.76145444821893, 94.66666666666667, 'High Risk'),
(79090, 74, 17, '44:45.9', 36.720472645515954, 98.30512201796908, 139, 80, 71, 'Male', 57.39204980607973, 1.8774920119793492, 0.10007730430175302, 59, 16.281542244126825, 99.66666666666666, 'High Risk'),
(79091, 72, 19, '43:45.9', 36.531190219791995, 99.93791508097341, 136, 75, 62, 'Female', 58.67952444, 1.5731703926347662, 0.13769109917018113, 61, 23.71019124129242, 95.33333333333333, 'Low Risk'),
(79092, 65, 18, '42:45.9', 37.239582216567506, 96.08516201629422, 124, 83, 67, 'Male', 71.40718486512414, 1.6112882086796039, 0.11778032756131226, 41, 27.503974329139144, 96.66666666666667, 'Low Risk'),
(79093, 68, 14, '41:45.9', 36.340260033231885, 99.98395834164465, 124, 73, 36, 'Female', 99.13359553371195, 1.5891844710982947, 0.074877145, 51, 39.25294383189777, 90, 'High Risk'),
(79094, 83, 17, '40:45.9', 36.418631059761154, 99.15051124898321, 127, 88, 60, 'Female', 72.88579277, 1.891427156611368, 0.1280913092080938, 39, 20.37340607464079, 101, 'Low Risk'),
(79095, 74, 13, '39:45.9', 36.81398719788206, 96.19102736741186, 130, 85, 52, 'Female', 72.2719763, 1.735559880307037, 0.067246422, 45, 23.993340990470294, 100, 'Low Risk'),
(79096, 61, 12, '38:45.9', 36.00006799531509, 95.47077136657268, 127, 84, 36, 'Male', 92.64098389048308, 1.9261821439999194, 0.14392463828583413, 43, 24.969419953229718, 98.33333333333333, 'Low Risk'),
(79097, 61, 16, '37:45.9', 36.31345173734834, 95.83755701440747, 139, 71, 68, 'Female', 71.64620975848584, 1.5300861004174517, 0.10325997353518626, 68, 30.60282228602245, 93.66666666666666, 'High Risk'),
(79098, 70, 17, '36:45.9', 36.24914728232524, 99.51116789663244, 128, 72, 59, 'Male', 60.546412936695475, 1.6719892431361845, 0.099003675, 56, 21.65815514706823, 90.66666666666666, 'Low Risk'),
(79099, 85, 16, '35:45.9', 37.09194664899403, 99.73321737878572, 133, 70, 24, 'Male', 95.34500964312505, 1.571162836969139, 0.11296499709710726, 63, 38.62385080032446, 91, 'High Risk'),
(79100, 80, 18, '34:45.9', 36.25377661116418, 99.56602724022846, 113, 87, 67, 'Male', 68.05950267549136, 1.825259323, 0.10359413789202186, 26, 20.42864777142457, 95.66666666666667, 'Low Risk'),
(79101, 92, 18, '33:45.9', 36.96216969356268, 99.52323433186437, 114, 81, 49, 'Male', 74.24404069854499, 1.7243518498157895, 0.061187456694408594, 33, 24.96949883068675, 92, 'High Risk'),
(79102, 79, 17, '32:45.9', 36.10968750085102, 95.68217013703757, 115, 86, 86, 'Male', 82.16814726804984, 1.606704346, 0.1415987134883358, 29, 31.829627611583973, 95.66666666666667, 'High Risk'),
(79103, 92, 17, '31:45.9', 36.073538793258045, 95.00479943235823, 112, 74, 60, 'Male', 75.23957041934287, 1.9738144690135269, 0.11217164217574246, 38, 19.312284507603174, 86.66666666666667, 'High Risk'),
(79104, 87, 14, '30:45.9', 37.011966040656084, 96.53944320981503, 114, 77, 84, 'Male', 88.52775390388416, 1.710692986282903, 0.057999739191703814, 37, 30.250690757359042, 89.33333333333333, 'High Risk'),
(79105, 94, 18, '29:45.9', 36.98485770278612, 97.52771904600316, 113, 81, 23, 'Male', 51.83146346798536, 1.6031375532882344, 0.094640341, 32, 20.16749213838367, 91.66666666666667, 'High Risk'),
(79106, 61, 18, '28:45.9', 36.57228726447385, 95.19781424, 122, 70, 86, 'Male', 59.411235589246765, 1.8435519254789272, 0.081719823, 52, 17.480660396666412, 87.33333333333333, 'High Risk'),
(79107, 70, 17, '27:45.9', 36.53236834506026, 96.67103488214025, 132, 77, 88, 'Female', 68.75848162076532, 1.9442580406161754, 0.11636910253540486, 55, 18.189404052479095, 95.33333333333333, 'High Risk'),
(79108, 67, 14, '26:45.9', 36.49833326, 96.20053722271881, 114, 83, 59, 'Male', 71.75970929, 1.8789975127110798, 0.081830004, 31, 20.324892638707446, 93.33333333333333, 'Low Risk'),
(79109, 77, 19, '25:45.9', 36.98592154626802, 99.82381699948431, 136, 84, 32, 'Female', 86.11796668828048, 1.712734547668369, 0.074585662, 52, 29.357133735457836, 101.33333333333333, 'Low Risk'),
(79110, 92, 13, '24:45.9', 37.28513508, 98.16344045963008, 124, 87, 56, 'Male', 89.22028394722759, 1.8737224425818775, 0.076627626, 37, 25.412833079440354, 99.33333333333333, 'High Risk'),
(79111, 86, 19, '23:45.9', 36.92956490277015, 98.39828666855804, 118, 73, 40, 'Male', 87.75483379013365, 1.7904362740717648, 0.064690655, 45, 27.37494856912418, 88, 'Low Risk'),
(79112, 83, 16, '22:45.9', 37.45651751522223, 95.92930576352178, 135, 83, 24, 'Male', 80.32440801596024, 1.663633668700655, 0.13698594319269775, 52, 29.022320339739032, 100.33333333333333, 'Low Risk'),
(79113, 79, 19, '21:45.9', 36.09873520697246, 97.34972181365083, 123, 70, 59, 'Female', 93.80427008934024, 1.7090596380683352, 0.060574506, 53, 32.115018229003155, 87.66666666666666, 'High Risk'),
(79114, 78, 16, '20:45.9', 36.34244842265039, 96.53795248192037, 136, 70, 66, 'Male', 79.78498813358726, 1.8307043865854924, 0.06696187, 66, 23.80590743, 92, 'Low Risk'),
(79115, 64, 18, '19:45.9', 36.041814868180275, 98.83144051644622, 124, 84, 26, 'Male', 93.49065105272553, 1.6424899221072062, 0.14366666532028938, 40, 34.65474895578247, 97.33333333333333, 'High Risk'),
(79116, 77, 13, '18:45.9', 36.63135306752741, 99.29900187180512, 111, 77, 69, 'Male', 52.46275827849468, 1.7430116596000063, 0.10009034825700763, 34, 17.268337804374905, 88.33333333333333, 'High Risk'),
(79117, 84, 14, '17:45.9', 36.882822059624864, 97.76516970646607, 138, 84, 18, 'Male', 66.31290426474298, 1.5058126503392955, 0.12875225311228655, 54, 29.245305754293113, 102, 'Low Risk'),
(79118, 76, 17, '16:45.9', 37.24868060583269, 97.26655976214563, 119, 79, 77, 'Male', 61.973037227633085, 1.7391081952699472, 0.090481894, 40, 20.490359479985944, 92.33333333333333, 'Low Risk'),
(79119, 77, 12, '15:45.9', 36.34577478494984, 99.01494006067821, 115, 83, 81, 'Female', 82.67047534517604, 1.9403698759057646, 0.10431100870880936, 32, 21.95742396523552, 93.66666666666667, 'Low Risk'),
(79120, 86, 14, '14:45.9', 36.51247709, 95.61304525862852, 114, 82, 33, 'Female', 77.95032677485929, 1.7859103517669976, 0.051814342, 32, 24.439855336883635, 92.66666666666667, 'Low Risk'),
(79121, 70, 18, '13:45.9', 37.26726238568326, 98.83706358997239, 124, 83, 29, 'Male', 66.53649742, 1.7670111149414147, 0.066449631, 41, 21.30989808, 96.66666666666667, 'Low Risk'),
(79122, 94, 16, '12:45.9', 36.75673357802023, 95.24782969, 135, 86, 34, 'Male', 56.69323193843297, 1.581221307962104, 0.11703466104422718, 49, 22.674927102465364, 102.33333333333333, 'High Risk'),
(79123, 63, 13, '11:45.9', 36.849141483576695, 99.62009686002766, 139, 89, 56, 'Male', 99.74302618418213, 1.7390658105942005, 0.12026459085029911, 50, 32.979988987382285, 105.66666666666666, 'High Risk'),
(79124, 97, 13, '10:45.9', 36.17198613106747, 96.99612893687735, 137, 76, 62, 'Female', 72.40619142848735, 1.5053394375450335, 0.07815206, 61, 31.95264577864465, 96.33333333333333, 'High Risk'),
(79125, 77, 19, '09:45.9', 36.90108731247933, 95.72280610042168, 131, 75, 42, 'Female', 54.689072048524686, 1.5449256278261578, 0.1169383568496286, 56, 22.913181722215683, 93.66666666666666, 'Low Risk'),
(79126, 74, 15, '08:45.9', 36.92666827521239, 99.51283375, 123, 75, 27, 'Male', 62.60555567752648, 1.6339619871694335, 0.1393907055849294, 48, 23.449251092030895, 91, 'Low Risk'),
(79127, 95, 13, '07:45.9', 37.49013214650705, 98.8813915, 126, 87, 49, 'Female', 98.70703923679643, 1.943541762854983, 0.0932612, 39, 26.13126118895585, 100, 'High Risk'),
(79128, 79, 15, '06:45.9', 37.27693313176991, 97.57891222738084, 121, 75, 32, 'Male', 65.22118718333127, 1.7217111674373689, 0.083008869, 46, 22.002301264421725, 90.33333333333333, 'Low Risk'),
(79129, 73, 13, '05:45.9', 37.15008553412413, 99.55929223477067, 138, 81, 31, 'Male', 66.72758632718256, 1.584441460060135, 0.078375593, 57, 26.57988023224846, 100, 'Low Risk'),
(79130, 82, 18, '04:45.9', 36.248133162753135, 95.21750947541292, 138, 84, 23, 'Female', 55.56271882153555, 1.8244942255313932, 0.08458803, 54, 16.691620511238177, 102, 'High Risk'),
(79131, 84, 19, '03:45.9', 36.61672848640118, 99.69049743421162, 125, 76, 78, 'Female', 67.00342930699877, 1.6001045759681318, 0.11886161359997362, 49, 26.169793546880978, 92.33333333333333, 'Low Risk'),
(79132, 61, 12, '02:45.9', 36.91247190170221, 97.81322140303293, 114, 84, 87, 'Male', 51.298067003001954, 1.5896194344379095, 0.11226562777162218, 30, 20.300871067712443, 94, 'Low Risk'),
(79133, 82, 14, '01:45.9', 37.013164059319074, 96.19581607077443, 130, 87, 47, 'Female', 78.37992590440624, 1.8625692181751603, 0.076428304, 43, 22.593317529718494, 101.33333333333333, 'Low Risk'),
(79134, 82, 17, '00:45.9', 36.94200409992189, 97.68874408227525, 131, 89, 24, 'Female', 74.98961691294792, 1.9284643797852632, 0.14749173793556902, 42, 20.164055863035333, 103, 'Low Risk'),
(79135, 98, 15, '59:45.9', 36.587624576499884, 96.97788423014622, 113, 73, 36, 'Male', 55.67588560867552, 1.8458183341240861, 0.092601416, 40, 16.34139858356035, 86.33333333333333, 'High Risk'),
(79136, 75, 17, '58:45.9', 36.58438473146065, 97.58601816, 128, 85, 39, 'Male', 61.79136570571416, 1.8044589320720863, 0.10317811416381842, 43, 18.977272306450008, 99.33333333333333, 'Low Risk'),
(79137, 82, 13, '57:45.9', 36.393690712784334, 96.61449481147415, 127, 78, 50, 'Female', 83.79434180106337, 1.6117924957987488, 0.068425991, 49, 32.25495460867772, 94.33333333333333, 'High Risk'),
(79138, 88, 12, '56:45.9', 37.32499372366114, 97.27427310763647, 114, 73, 77, 'Male', 85.56213544939533, 1.8365891645313002, 0.133512151, 41, 25.366326586463114, 86.66666666666667, 'Low Risk'),
(79139, 87, 13, '55:45.9', 36.19489969, 98.06039602585756, 138, 73, 45, 'Female', 81.22926468, 1.8420805216036227, 0.081103739, 65, 23.938410015782118, 94.66666666666666, 'Low Risk'),
(79140, 67, 17, '54:45.9', 37.202419142648594, 99.49402268044382, 124, 80, 31, 'Female', 89.85799403393665, 1.6756564056735943, 0.081455123, 44, 32.00271155061041, 94.66666666666667, 'High Risk'),
(79141, 75, 15, '53:45.9', 37.45268560662837, 98.51158260397152, 129, 75, 39, 'Female', 60.683385602985574, 1.609177776, 0.064797306, 54, 23.434826927733127, 93, 'Low Risk'),
(79142, 92, 16, '52:45.9', 36.46642822218991, 95.30864552807915, 120, 82, 72, 'Male', 94.77528874708545, 1.5202387031129148, 0.11019474772295987, 38, 41.008279279152134, 94.66666666666667, 'High Risk'),
(79143, 93, 12, '51:45.9', 36.13920492776984, 96.50724538121138, 123, 71, 78, 'Male', 90.76972384233815, 1.918372354647627, 0.064137753, 52, 24.664663777503428, 88.33333333333333, 'High Risk'),
(79144, 74, 15, '50:45.9', 36.87152993956783, 98.06376034838931, 115, 81, 71, 'Male', 76.32243458966661, 1.5780411894387927, 0.051658111, 34, 30.64894612494446, 92.33333333333333, 'High Risk'),
(79145, 80, 17, '49:45.9', 36.362968254095954, 99.07708660801833, 132, 81, 38, 'Male', 73.60564983108091, 1.9019275323365354, 0.10809086352211203, 51, 20.348069886985094, 98, 'Low Risk'),
(79146, 70, 19, '48:45.9', 36.929022471029114, 99.69425995, 120, 81, 57, 'Male', 60.674858800970824, 1.7699676386592373, 0.061523931, 39, 19.367703255207182, 94, 'Low Risk'),
(79147, 93, 15, '47:45.9', 36.52862989616952, 99.72146597, 131, 72, 67, 'Female', 95.96722845623303, 1.5291540192747035, 0.068422679, 59, 41.04124165398162, 91.66666666666666, 'High Risk'),
(79148, 85, 15, '46:45.9', 36.59888504827684, 95.91995697185327, 126, 81, 82, 'Female', 85.52854766234935, 1.8243384560531386, 0.13431211082463054, 45, 25.69805602605788, 96, 'Low Risk'),
(79149, 92, 19, '45:45.9', 36.463064299363545, 95.38270026008938, 114, 75, 54, 'Female', 93.76178980894377, 1.9526771497489934, 0.1285024611289281, 39, 24.590366443786007, 88, 'High Risk'),
(79150, 87, 15, '44:45.9', 37.187410374063845, 97.33370072707922, 127, 76, 33, 'Male', 53.218093336026186, 1.9209100818855502, 0.082818271, 51, 14.42265579616807, 93, 'High Risk'),
(79151, 97, 12, '43:45.9', 37.188887220477326, 99.57893025879576, 122, 72, 37, 'Male', 79.68818315836401, 1.8979824489780255, 0.0844526, 50, 22.121243744510977, 88.66666666666666, 'High Risk'),
(79152, 77, 18, '42:45.9', 36.24765117131281, 97.61537656527702, 121, 75, 69, 'Male', 63.53535857518824, 1.915898595, 0.1344038726389466, 46, 17.30893899625558, 90.33333333333333, 'High Risk'),
(79153, 98, 15, '41:45.9', 36.74968150022844, 98.95145787390885, 118, 72, 73, 'Male', 52.96217430591796, 1.6037410097464417, 0.078372766, 46, 20.59194343866129, 87.33333333333333, 'High Risk'),
(79154, 73, 18, '40:45.9', 36.63852586308585, 95.36523283, 136, 71, 26, 'Female', 74.61571598810215, 1.9935027255389746, 0.07121488, 65, 18.775721862890947, 92.66666666666666, 'Low Risk'),
(79155, 95, 12, '39:45.9', 37.30042801205132, 95.07220488624574, 134, 78, 28, 'Female', 58.227060142529126, 1.6007617491276767, 0.14962294466401815, 56, 22.723303396928117, 96.66666666666666, 'High Risk'),
(79156, 97, 19, '38:45.9', 37.26022115008265, 98.87871011161583, 116, 73, 84, 'Female', 85.87342313547951, 1.8884880401817739, 0.12747645367015364, 43, 24.078548194441467, 87.33333333333333, 'High Risk'),
(79157, 87, 15, '37:45.9', 36.37589979514218, 95.08891663077358, 117, 87, 29, 'Female', 71.21465299703563, 1.8299036539477829, 0.095884659, 30, 21.267327248911453, 97, 'Low Risk'),
(79158, 67, 12, '36:45.9', 36.37798218875967, 97.07197831298453, 119, 89, 23, 'Male', 92.08885682253896, 1.6852552395759894, 0.1093221195615407, 30, 32.424680813233856, 99, 'High Risk'),
(79159, 91, 15, '35:45.9', 36.25978097144576, 96.02484100668747, 112, 72, 30, 'Male', 69.76246565358919, 1.9258739693468006, 0.142151298, 40, 18.809016844878208, 85.33333333333333, 'High Risk'),
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(79337, 91, 18, '37:45.9', 37.21293062791658, 97.98418231322013, 124, 74, 64, 'Female', 63.94018290676631, 1.797810896, 0.1390050274724027, 50, 19.782713336756203, 90.66666666666666, 'High Risk'),
(79338, 84, 12, '36:45.9', 37.29655947916784, 95.77408623745877, 118, 79, 61, 'Female', 62.81324061485352, 1.5233233202870355, 0.058256019, 39, 27.068676288780807, 92, 'Low Risk'),
(79339, 69, 18, '35:45.9', 37.08030850247577, 96.85879882737211, 121, 89, 25, 'Male', 54.59846602155053, 1.698579631193371, 0.1466777028971626, 32, 18.923811673316372, 99.66666666666667, 'Low Risk'),
(79340, 83, 14, '34:45.9', 36.81767042, 96.93681356095043, 139, 80, 54, 'Male', 58.79514631381159, 1.9815794484908154, 0.084997921, 59, 14.97333346318398, 99.66666666666666, 'High Risk'),
(79341, 61, 12, '33:45.9', 36.18680122021041, 96.35079645493846, 117, 75, 32, 'Male', 59.85819669305257, 1.6986312497539147, 0.12625124161793955, 42, 20.74557181622609, 89, 'Low Risk'),
(79342, 88, 12, '32:45.9', 36.78684246238896, 95.12000948115566, 127, 76, 60, 'Female', 91.55748858684004, 1.5808814208888027, 0.078356834, 51, 36.63492278507725, 93, 'High Risk'),
(79343, 73, 19, '31:45.9', 36.155812405067884, 99.78841067871124, 111, 70, 31, 'Female', 92.80737935, 1.7604677783611773, 0.091430682, 41, 29.945140021405635, 83.66666666666667, 'Low Risk'),
(79344, 72, 13, '30:45.9', 36.00802903, 99.94034951152666, 117, 86, 70, 'Male', 84.32280506, 1.6265766527233798, 0.076459299, 31, 31.87102101074317, 96.33333333333333, 'High Risk'),
(79345, 99, 14, '29:45.9', 36.01670366286731, 95.49414273, 128, 76, 20, 'Female', 76.63623915428502, 1.8785026984424478, 0.079758352, 52, 21.717535371136112, 93.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(79347, 87, 16, '27:45.9', 36.404356239350534, 97.38956352775732, 132, 80, 43, 'Male', 63.496847617156874, 1.5782056919794982, 0.063313594, 52, 25.49323526871059, 97.33333333333333, 'Low Risk'),
(79348, 76, 14, '26:45.9', 36.411656501138026, 95.87116531029636, 138, 80, 26, 'Female', 88.04084785, 1.9711378572933782, 0.10104702793953124, 58, 22.65949455520845, 99.33333333333333, 'Low Risk'),
(79349, 74, 12, '25:45.9', 37.39155140903384, 97.13041975770545, 137, 71, 76, 'Male', 74.39383355574049, 1.870837648112221, 0.079356792, 66, 21.255177539540007, 93, 'Low Risk'),
(79350, 70, 14, '24:45.9', 36.781689009491465, 99.51152660735373, 116, 70, 53, 'Female', 70.53217353746047, 1.6108495619614422, 0.12155212101681756, 46, 27.18174292192728, 85.33333333333333, 'Low Risk'),
(79351, 95, 13, '23:45.9', 36.238754974832005, 96.18680319243806, 131, 85, 43, 'Male', 93.75698814714903, 1.7514120758873575, 0.11398740288191367, 46, 30.565180721645298, 100.33333333333333, 'High Risk'),
(79352, 90, 15, '22:45.9', 37.026382029489994, 97.55646045931191, 130, 78, 80, 'Male', 96.80043761, 1.8461666725209498, 0.1438647608714625, 52, 28.401122642052833, 95.33333333333333, 'Low Risk'),
(79353, 87, 18, '21:45.9', 36.325480358863686, 96.99301372951489, 139, 77, 64, 'Male', 84.46668474659994, 1.658856925745369, 0.096588834, 62, 30.694996498748385, 97.66666666666666, 'High Risk'),
(79354, 62, 15, '20:45.9', 36.481357879218336, 97.01517308777049, 126, 73, 60, 'Female', 91.65986077639863, 1.555355413762808, 0.079829416, 53, 37.88958974049492, 90.66666666666666, 'High Risk'),
(79355, 90, 12, '19:45.9', 36.52544686988164, 96.44740623, 133, 89, 56, 'Male', 74.17023445890533, 1.8811525195430798, 0.147499667, 44, 20.959534583243894, 103.66666666666667, 'Low Risk'),
(79356, 61, 17, '18:45.9', 37.19818590351492, 96.86581618348366, 114, 78, 28, 'Female', 78.31317327813457, 1.8638930196535974, 0.13685458802792996, 36, 22.542021430073177, 90, 'Low Risk'),
(79357, 60, 19, '17:45.9', 36.703488139265744, 98.74136795164078, 128, 71, 48, 'Female', 60.970203142927986, 1.5449440582332832, 0.075422168, 57, 25.544189370900447, 90, 'Low Risk'),
(79358, 71, 16, '16:45.9', 37.104951134762736, 99.17026200249873, 123, 88, 85, 'Male', 81.01384467020414, 1.9939050323249448, 0.054460105, 35, 20.37747195159902, 99.66666666666667, 'Low Risk'),
(79359, 95, 13, '15:45.9', 36.80508730474271, 98.05225625818991, 122, 85, 20, 'Female', 69.69160980639039, 1.8220616798041351, 0.12173850741727053, 37, 20.992025606512858, 97.33333333333333, 'High Risk'),
(79360, 78, 12, '14:45.9', 36.78071130062339, 98.42450502000275, 131, 76, 46, 'Female', 55.714459895009725, 1.9597661425495057, 0.145088105, 55, 14.506392497732586, 94.33333333333333, 'High Risk'),
(79361, 69, 13, '13:45.9', 36.465664171191825, 99.27716547983995, 139, 78, 57, 'Female', 99.98200411434233, 1.7542155444881726, 0.13015640634462528, 61, 32.49046505443703, 98.33333333333333, 'High Risk'),
(79362, 64, 14, '12:45.9', 37.03920201187125, 96.35298149769916, 122, 83, 35, 'Male', 61.231823189935874, 1.7049993935932344, 0.11873136948690666, 39, 21.06341251, 96, 'Low Risk'),
(79363, 62, 12, '11:45.9', 36.444141089490714, 98.5806849, 126, 83, 65, 'Male', 92.23389773154767, 1.676213290299965, 0.059460865, 43, 32.82706102184486, 97.33333333333333, 'High Risk'),
(79364, 63, 17, '10:45.9', 37.361825730351555, 95.09678527370912, 122, 84, 78, 'Male', 94.58403646344664, 1.9203171219834227, 0.14626646990446876, 38, 25.649088473074716, 96.66666666666667, 'Low Risk'),
(79365, 78, 19, '09:45.9', 36.18240244103393, 98.74909936043564, 133, 82, 40, 'Female', 77.98203009288157, 1.9724180045416093, 0.11734065286274196, 51, 20.044564296488556, 99, 'Low Risk'),
(79366, 72, 13, '08:45.9', 36.95823253809777, 98.76387065225984, 136, 78, 55, 'Female', 65.45096076, 1.7491840186392258, 0.071093948, 58, 21.391686459444784, 97.33333333333333, 'Low Risk'),
(79367, 78, 12, '07:45.9', 37.330120248471985, 95.81015000110902, 119, 76, 78, 'Female', 61.44953489754208, 1.5746042683884667, 0.058298893, 43, 24.784248298061453, 90.33333333333333, 'Low Risk'),
(79368, 88, 13, '06:45.9', 36.513797284125985, 96.12362683909285, 112, 88, 82, 'Male', 88.60062747921161, 1.5442488397303513, 0.10703147712651506, 24, 37.153713702944096, 96, 'High Risk'),
(79369, 61, 19, '05:45.9', 36.246753406001176, 97.81150949483025, 113, 85, 67, 'Male', 90.49246269792302, 1.5080193517301086, 0.084138985, 28, 39.79225748050859, 94.33333333333333, 'High Risk'),
(79370, 98, 16, '04:45.9', 37.22302376412153, 96.81484005841553, 131, 75, 70, 'Male', 56.88591110261117, 1.6582679456833844, 0.11364890049650883, 56, 20.686894825907522, 93.66666666666666, 'High Risk'),
(79371, 87, 12, '03:45.9', 36.959636724856075, 95.31228952595455, 127, 85, 77, 'Female', 51.18503054319253, 1.588530615072055, 0.063290487, 42, 20.283915298011596, 99, 'Low Risk'),
(79372, 84, 18, '02:45.9', 36.240035157792455, 98.45004522696519, 116, 71, 56, 'Male', 53.696207717835954, 1.809546448330297, 0.10530399686535916, 45, 16.39850075959322, 86, 'High Risk'),
(79373, 77, 14, '01:45.9', 36.51988796836101, 98.75647018945098, 117, 85, 50, 'Male', 57.90409988039757, 1.840079962242494, 0.082327024, 32, 17.101567652928864, 95.66666666666667, 'High Risk'),
(79374, 94, 18, '00:45.9', 37.08807700679641, 98.4299761, 116, 72, 83, 'Female', 76.2524311, 1.8281884792519154, 0.13157384551046897, 44, 22.814542219001016, 86.66666666666667, 'High Risk'),
(79375, 99, 15, '59:45.9', 37.288866144850466, 98.51035372835541, 120, 87, 66, 'Male', 55.94089241185759, 1.644077574255749, 0.135998291, 33, 20.695922021054056, 98, 'High Risk'),
(79376, 94, 14, '58:45.9', 36.12457785851051, 98.11695760578252, 135, 83, 68, 'Female', 74.56028245948492, 1.8294503288528294, 0.1467060010425912, 52, 22.277492163727064, 100.33333333333333, 'High Risk'),
(79377, 71, 19, '57:45.9', 36.27081331048686, 97.38166560342145, 129, 84, 78, 'Male', 56.01309492621366, 1.8689653030983573, 0.1486501189490274, 45, 16.035669322257668, 99, 'High Risk'),
(79378, 65, 15, '56:45.9', 36.95648524667352, 95.52990860684089, 137, 73, 41, 'Female', 74.49749708, 1.8425325685649385, 0.099663373, 64, 21.943774690055463, 94.33333333333333, 'Low Risk'),
(79379, 63, 17, '55:45.9', 37.421294819878064, 98.46685475320027, 136, 83, 81, 'Female', 51.98756669989086, 1.7634463490332277, 0.080997685, 53, 16.71764073963433, 100.66666666666666, 'High Risk'),
(79380, 86, 12, '54:45.9', 37.211597726584024, 97.38036978375895, 123, 73, 59, 'Female', 52.30233411862113, 1.9306106538218617, 0.098475, 50, 14.032390884081114, 89.66666666666666, 'High Risk'),
(79381, 71, 16, '53:45.9', 36.42738833924683, 96.75110061, 120, 80, 46, 'Male', 78.14169568198241, 1.9864048093696505, 0.14734652351983388, 40, 19.803744524901017, 93.33333333333333, 'Low Risk'),
(79382, 95, 18, '52:45.9', 37.33547489710873, 99.75880787334931, 129, 79, 82, 'Female', 76.96577875629896, 1.5954318960105762, 0.1267466930108081, 50, 30.237169017056807, 95.66666666666666, 'High Risk'),
(79383, 63, 14, '51:45.9', 36.537484595676155, 95.96987737383114, 130, 84, 81, 'Male', 67.12948856124268, 1.5921088363223292, 0.061274739093203794, 46, 26.48303978723465, 99.33333333333333, 'Low Risk'),
(79384, 98, 19, '50:45.9', 36.40135328967627, 96.32969612, 116, 81, 38, 'Female', 62.39244300868169, 1.7221922357343122, 0.077214867, 35, 21.03627003724119, 92.66666666666667, 'High Risk'),
(79385, 92, 17, '49:45.9', 36.18968086586791, 95.53396395946615, 119, 84, 30, 'Male', 90.12266264, 1.9058935253329774, 0.11787424431962726, 35, 24.810570173111326, 95.66666666666667, 'High Risk'),
(79386, 91, 13, '48:45.9', 36.76336594618088, 95.28192033205924, 139, 88, 57, 'Female', 59.44765588400022, 1.6842686659414168, 0.11972647021361486, 51, 20.95617401706253, 105, 'High Risk'),
(79387, 84, 13, '47:45.9', 37.11386925459333, 96.77408269743364, 126, 81, 41, 'Female', 57.50320104054454, 1.9567042080123314, 0.067295047, 45, 15.019022341824833, 96, 'High Risk'),
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(79389, 97, 15, '45:45.9', 36.86470772261715, 98.59113805224162, 128, 70, 37, 'Female', 62.07731860648541, 1.692955671042095, 0.1057393851106324, 58, 21.659168327160124, 89.33333333333333, 'High Risk'),
(79390, 76, 14, '44:45.9', 36.79892053789375, 99.47644640102706, 123, 80, 63, 'Female', 79.02184233860713, 1.8111259687412948, 0.10344892267396791, 43, 24.090723068331943, 94.33333333333333, 'Low Risk'),
(79391, 90, 14, '43:45.9', 36.99290875, 98.26146338534832, 136, 81, 82, 'Male', 80.53126617864464, 1.9579999235334484, 0.085925341, 55, 21.005798079559423, 99.33333333333333, 'Low Risk'),
(79392, 74, 18, '42:45.9', 37.26401435319419, 95.18270833030452, 118, 72, 58, 'Male', 89.08048020548958, 1.8113451469132713, 0.06634798, 46, 27.15064340876478, 87.33333333333333, 'Low Risk'),
(79393, 96, 12, '41:45.9', 37.450233653418245, 99.75069539890569, 136, 72, 59, 'Female', 84.69335908897631, 1.714446721707867, 0.1346698971391927, 64, 28.813855317166063, 93.33333333333333, 'High Risk'),
(79394, 90, 17, '40:45.9', 36.44053758247237, 98.88033091, 117, 87, 21, 'Male', 76.87116866909611, 1.593787386495265, 0.075097305, 30, 30.262354391865834, 97, 'High Risk'),
(79395, 85, 12, '39:45.9', 37.06991394533156, 99.62217654, 113, 72, 89, 'Male', 51.902105667320306, 1.7809725157661698, 0.14263141029484055, 41, 16.363286812723135, 85.66666666666667, 'High Risk'),
(79396, 92, 18, '38:45.9', 37.088170382159966, 95.88799411299735, 112, 83, 87, 'Male', 77.33241546656942, 1.8586731372871421, 0.11964382788880273, 29, 22.384919191468448, 92.66666666666667, 'High Risk'),
(79397, 86, 15, '37:45.9', 36.01602228524015, 97.45762578681064, 128, 87, 63, 'Female', 90.34711032562507, 1.9638683051464025, 0.12177833044095233, 41, 23.425536408942538, 100.66666666666667, 'Low Risk'),
(79398, 84, 19, '36:45.9', 36.78785678573688, 98.61449848199733, 111, 82, 68, 'Male', 90.90910390142918, 1.9023018859305822, 0.085812016, 29, 25.121669629322593, 91.66666666666667, 'Low Risk'),
(79399, 88, 13, '35:45.9', 36.84052723068062, 98.65453381376349, 113, 75, 66, 'Female', 73.19779223882249, 1.9903461033454866, 0.059900618, 38, 18.47739642240462, 87.66666666666667, 'High Risk'),
(79400, 65, 19, '34:45.9', 37.46460475562304, 96.06553745877095, 127, 89, 84, 'Male', 68.68150326573198, 1.8869259072748261, 0.082523518, 38, 19.289905387812254, 101.66666666666667, 'Low Risk'),
(79401, 94, 13, '33:45.9', 37.04792031, 98.08964224640633, 117, 77, 86, 'Female', 87.84510749756839, 1.838308608236577, 0.070645258, 40, 25.994456223459736, 90.33333333333333, 'High Risk'),
(79402, 89, 14, '32:45.9', 37.464440706689324, 98.42442711643564, 125, 86, 70, 'Male', 94.35224358281724, 1.9170740439807283, 0.088037079, 39, 25.672872108101355, 99, 'Low Risk'),
(79403, 73, 16, '31:45.9', 36.17893712378568, 98.19115649434326, 110, 73, 52, 'Female', 71.6761028, 1.9570656483043474, 0.082731249, 37, 18.713869459273464, 85.33333333333333, 'Low Risk'),
(79404, 79, 19, '30:45.9', 37.03228150846394, 99.6819807, 129, 87, 76, 'Male', 88.23019716, 1.9592190513296692, 0.13180321908164272, 42, 22.98535731, 101, 'Low Risk'),
(79405, 77, 18, '29:45.9', 36.146871855788035, 99.46373437151016, 119, 70, 18, 'Female', 52.95524384766793, 1.8165375060277924, 0.11021789984612601, 49, 16.04797480649522, 86.33333333333333, 'High Risk'),
(79406, 73, 15, '28:45.9', 36.85739059310623, 96.61274470785052, 139, 86, 30, 'Male', 71.58556825491121, 1.9073176764552853, 0.063795074, 53, 19.677929911562753, 103.66666666666666, 'Low Risk'),
(79407, 86, 19, '27:45.9', 36.08167538904816, 96.01965436491251, 120, 83, 29, 'Male', 75.85032981186828, 1.897914188767751, 0.12315670519307197, 37, 21.057379704173478, 95.33333333333333, 'Low Risk'),
(79408, 62, 18, '26:45.9', 36.611848014904936, 97.93167496872631, 132, 78, 79, 'Male', 57.27844412935892, 1.5011512949911001, 0.057308582063059214, 54, 25.41805307, 96, 'Low Risk'),
(79409, 61, 19, '25:45.9', 36.86612028226156, 97.63508087022176, 128, 73, 53, 'Female', 60.09996319, 1.8554154471920632, 0.069063319, 55, 17.457894715625862, 91.33333333333333, 'High Risk'),
(79410, 69, 17, '24:45.9', 36.66747150544725, 97.46965808007567, 136, 84, 83, 'Female', 94.36110526886714, 1.800830794933898, 0.057422249, 52, 29.09693219, 101.33333333333333, 'Low Risk'),
(79411, 81, 12, '23:45.9', 36.127036071791736, 98.2207359, 113, 78, 50, 'Male', 68.59343452422515, 1.5664268534287724, 0.10525139749215809, 35, 27.955181063047974, 89.66666666666667, 'Low Risk'),
(79412, 73, 12, '22:45.9', 37.14327268442378, 98.39886633589884, 138, 72, 87, 'Female', 79.11346571815571, 1.8617340272612248, 0.065927762, 66, 22.825228665266867, 94, 'Low Risk'),
(79413, 67, 13, '21:45.9', 37.18271137700047, 97.45779773224402, 124, 77, 35, 'Male', 66.89357828339185, 1.9141615820134037, 0.1207694490305133, 47, 18.25690841300986, 92.66666666666667, 'High Risk'),
(79414, 95, 18, '20:45.9', 36.60984418287605, 98.85392133115727, 124, 76, 74, 'Male', 53.322420313127246, 1.5132406927575448, 0.086088066, 48, 23.285943050453735, 92, 'High Risk'),
(79415, 89, 14, '19:45.9', 36.70342036268999, 95.37309772248399, 131, 85, 77, 'Female', 88.80769464, 1.6621484467090448, 0.094995921, 46, 32.144818665209215, 100.33333333333333, 'High Risk'),
(79416, 80, 18, '18:45.9', 36.86709333, 99.80567948024559, 112, 82, 86, 'Male', 60.147971214541315, 1.8884683221163963, 0.1274367147827106, 30, 16.865591410354543, 92, 'High Risk'),
(79417, 93, 17, '17:45.9', 37.490634225231894, 97.84876883460393, 127, 88, 75, 'Male', 80.52556338688753, 1.862098592449404, 0.056981902, 39, 23.223540412510975, 101, 'High Risk'),
(79418, 71, 17, '16:45.9', 36.31528505513795, 97.83301028205055, 116, 83, 59, 'Female', 79.63994343472494, 1.7140250754698267, 0.13138894909238635, 33, 27.107945294246584, 94, 'Low Risk'),
(79419, 75, 12, '15:45.9', 36.82856083708749, 99.78894854, 134, 78, 39, 'Female', 59.92067711750165, 1.502047232921265, 0.11644986378007456, 56, 26.558866332644655, 96.66666666666666, 'Low Risk'),
(79420, 67, 16, '14:45.9', 37.349716918605345, 97.01335011888703, 115, 72, 70, 'Male', 72.69751270753031, 1.8807187762630049, 0.11511752145127449, 43, 20.55283952318461, 86.33333333333333, 'Low Risk'),
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(79597, 98, 14, '17:45.9', 36.60553273013071, 98.12686141947911, 113, 80, 51, 'Male', 56.966810289307716, 1.992556784430921, 0.086659647, 33, 14.348301343069917, 91, 'High Risk'),
(79598, 78, 13, '16:45.9', 37.06111028324141, 97.27840346244338, 125, 86, 81, 'Female', 94.95480516667281, 1.902277554304792, 0.1459279599002466, 39, 26.240323202050764, 99, 'Low Risk'),
(79599, 77, 13, '15:45.9', 37.10932848, 99.74112613916161, 131, 79, 57, 'Female', 53.965745183741014, 1.8285209030008156, 0.12717988835211233, 52, 16.14054963050744, 96.33333333333333, 'High Risk'),
(79600, 93, 15, '14:45.9', 36.44818635676947, 99.32764413435562, 116, 87, 80, 'Female', 98.82219329174623, 1.6338575452912942, 0.084038371, 29, 37.01912184923123, 96.66666666666667, 'High Risk'),
(79601, 94, 12, '13:45.9', 37.21957726627667, 96.31859781, 121, 72, 27, 'Female', 73.20943985, 1.798714950706845, 0.11729891680526879, 49, 22.62780330641777, 88.33333333333333, 'High Risk'),
(79602, 85, 14, '12:45.9', 36.18220756079788, 96.42648160736951, 114, 70, 68, 'Male', 62.46932369987769, 1.905363753215011, 0.1466051365494968, 44, 17.207231673801562, 84.66666666666667, 'High Risk'),
(79603, 94, 18, '11:45.9', 36.05659229720597, 96.21716749514148, 110, 89, 40, 'Male', 54.95434979189574, 1.7910464845124179, 0.11042433572843989, 21, 17.13122261142152, 96, 'High Risk'),
(79604, 60, 14, '10:45.9', 37.080120827222956, 97.32343516833862, 132, 79, 33, 'Male', 56.774138130062966, 1.558910669625116, 0.095669891, 53, 23.361896259164208, 96.66666666666666, 'Low Risk'),
(79605, 85, 12, '09:45.9', 36.024741695767354, 95.32433701825938, 122, 86, 78, 'Male', 80.587352, 1.5075328191386868, 0.068595338, 36, 35.45955936, 98, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(79606, 75, 17, '08:45.9', 37.455012949245116, 99.22463467188965, 139, 74, 58, 'Female', 97.31187603280316, 1.763392363637402, 0.05235196, 65, 31.294493990017035, 95.66666666666666, 'High Risk'),
(79607, 60, 16, '07:45.9', 36.81196797389595, 98.70498799191981, 130, 85, 84, 'Male', 60.98921776728143, 1.5757529242078427, 0.098511623, 45, 24.562740484650522, 100, 'Low Risk'),
(79608, 86, 12, '06:45.9', 37.07411787033189, 97.76579382437501, 127, 73, 26, 'Male', 67.15975624875962, 1.8202395929198985, 0.090060476, 54, 20.26991828279992, 91, 'Low Risk'),
(79609, 92, 13, '05:45.9', 36.98805300333067, 99.68148012443918, 113, 86, 70, 'Female', 50.61354720550633, 1.6262089646247537, 0.12148971919579926, 27, 19.138772227016972, 95, 'High Risk'),
(79610, 67, 19, '04:45.9', 36.99346085726202, 97.56224778306299, 126, 87, 42, 'Female', 87.2931918, 1.7707209421499972, 0.12318787084590924, 39, 27.84069842870009, 100, 'Low Risk'),
(79611, 62, 16, '03:45.9', 37.10938573750424, 99.62012764827053, 126, 72, 68, 'Female', 83.15556176743746, 1.5209594276393918, 0.082333176, 54, 35.94645303675093, 90, 'High Risk'),
(79612, 94, 19, '02:45.9', 36.77255714934823, 99.95318333262617, 116, 80, 29, 'Male', 58.45398479844788, 1.7830807731791591, 0.1354100259256119, 36, 18.385357884690492, 92, 'High Risk'),
(79613, 80, 18, '01:45.9', 36.162980786977556, 97.01913524285146, 123, 85, 68, 'Female', 65.69044165678058, 1.827024905095286, 0.13086804883415581, 38, 19.679463149184894, 97.66666666666667, 'Low Risk'),
(79614, 64, 16, '00:45.9', 36.596454962435246, 99.82801405773677, 130, 72, 25, 'Female', 75.96605358750186, 1.9059833631954082, 0.13114390800231784, 58, 20.91131550305843, 91.33333333333333, 'Low Risk'),
(79615, 97, 12, '59:45.9', 36.87325336124434, 95.63031552, 136, 72, 76, 'Male', 88.65629828351709, 1.5180904550266137, 0.13679249863800336, 64, 38.469300963376014, 93.33333333333333, 'High Risk'),
(79616, 68, 15, '58:45.9', 36.08054705125353, 98.48006902679842, 130, 75, 68, 'Female', 89.70432121136727, 1.536375146629061, 0.1256291081428093, 55, 38.00308193, 93.33333333333333, 'High Risk'),
(79617, 79, 15, '57:45.9', 37.366987652081846, 97.11020179059842, 118, 83, 75, 'Female', 73.94843057524577, 1.6854718488551512, 0.074218356, 35, 26.03070646241816, 94.66666666666667, 'Low Risk'),
(79618, 78, 19, '56:45.9', 36.36737456409085, 99.60853782, 130, 71, 21, 'Male', 56.800522769382944, 1.785605147346042, 0.10670342423151424, 59, 17.814821468145006, 90.66666666666666, 'High Risk'),
(79619, 63, 17, '55:45.9', 37.01468585782459, 95.36813798128692, 113, 88, 50, 'Female', 89.65720886356502, 1.6168487589475955, 0.055931951, 25, 34.296232871959816, 96.33333333333333, 'High Risk'),
(79620, 92, 15, '54:45.9', 36.333224392506125, 97.91153191188847, 118, 72, 48, 'Female', 78.61225317638642, 1.7448739410864111, 0.11239339849566207, 46, 25.820350347147343, 87.33333333333333, 'High Risk'),
(79621, 87, 17, '53:45.9', 36.34241350142255, 99.29350358164554, 127, 84, 55, 'Male', 56.63789800112003, 1.5595634152413589, 0.056781335482166975, 43, 23.28633009032814, 98.33333333333333, 'Low Risk'),
(79622, 68, 17, '52:45.9', 36.99719596272988, 95.52828627662475, 118, 87, 55, 'Female', 81.3332375, 1.7087130512295612, 0.1453252069076047, 31, 27.856707670340242, 97.33333333333333, 'Low Risk'),
(79623, 71, 19, '51:45.9', 36.197631485686884, 96.80281845227968, 129, 83, 49, 'Male', 55.12308421914743, 1.7294629202231127, 0.084983596, 46, 18.429391616272703, 98.33333333333333, 'High Risk'),
(79624, 68, 12, '50:45.9', 37.079924326963635, 95.10520887735959, 113, 84, 36, 'Female', 77.86352677641372, 1.5592373243430906, 0.084330474, 29, 32.02651083531077, 93.66666666666667, 'High Risk'),
(79625, 88, 18, '49:45.9', 36.313363668775295, 98.10388772708455, 122, 76, 49, 'Male', 66.85948444, 1.753923970817453, 0.094254257, 46, 21.734091752641344, 91.33333333333333, 'Low Risk'),
(79626, 94, 13, '48:45.9', 36.005618388462125, 97.57462092269884, 122, 85, 84, 'Female', 95.86664378, 1.897813568356242, 0.082009334, 37, 26.617081153167632, 97.33333333333333, 'High Risk'),
(79627, 90, 19, '47:45.9', 36.12011445383365, 95.07041525104145, 115, 79, 66, 'Female', 92.70789482253466, 1.9425822219046704, 0.10300017962706197, 36, 24.56732661541195, 91, 'Low Risk'),
(79628, 80, 13, '46:45.9', 36.18454109951706, 99.97794606379996, 116, 87, 62, 'Female', 57.18451329647687, 1.8244598023064627, 0.089844766, 29, 17.17947274774193, 96.66666666666667, 'High Risk'),
(79629, 82, 13, '45:45.9', 37.311958223963025, 99.30430360693286, 124, 84, 28, 'Male', 77.20707759434822, 1.5674704027959603, 0.10262125207565936, 40, 31.42377928564061, 97.33333333333333, 'High Risk'),
(79630, 80, 16, '44:45.9', 36.93228991892345, 97.39144209596431, 134, 70, 26, 'Female', 76.91405405554772, 1.8705110007118047, 0.12216703807781054, 64, 21.982909388133095, 91.33333333333333, 'Low Risk'),
(79631, 61, 19, '43:45.9', 37.35757782958043, 97.49868967372703, 121, 88, 52, 'Female', 94.99353576885434, 1.613234127348839, 0.066767706, 33, 36.50053678917014, 99, 'High Risk'),
(79632, 78, 13, '42:45.9', 36.39919899773339, 96.49431416805855, 134, 77, 74, 'Male', 78.60147356844956, 1.8888110880672864, 0.08500486, 57, 22.031985691551473, 96, 'Low Risk'),
(79633, 97, 12, '41:45.9', 36.507404981618805, 95.94767324186151, 133, 83, 23, 'Male', 80.67413088438494, 1.6733915213428794, 0.1228244331782378, 50, 28.809728595299674, 99.66666666666666, 'High Risk'),
(79634, 72, 16, '40:45.9', 36.706424588893626, 98.19053511672067, 119, 83, 45, 'Male', 77.62627622178906, 1.8305405797354208, 0.064107242, 36, 23.165945571090216, 95, 'Low Risk'),
(79635, 88, 16, '39:45.9', 36.76436323536908, 96.98548495, 138, 76, 62, 'Female', 51.53278685833836, 1.8352786028702033, 0.057271379, 62, 15.299584157938268, 96.66666666666666, 'High Risk'),
(79636, 79, 18, '38:45.9', 37.11083945932014, 99.78076154286542, 130, 89, 65, 'Male', 65.97347465368796, 1.9837744971516242, 0.094319768, 41, 16.764274070305486, 102.66666666666667, 'High Risk'),
(79637, 70, 17, '37:45.9', 36.324848364970414, 96.98453245063745, 122, 81, 52, 'Female', 59.56183045582229, 1.6633240164848646, 0.096563274, 41, 21.528527170238764, 94.66666666666667, 'Low Risk'),
(79638, 91, 18, '36:45.9', 36.13446072125411, 97.91791204929149, 115, 77, 61, 'Female', 61.13852209817688, 1.817914120623603, 0.06953806, 38, 18.499850134842674, 89.66666666666667, 'High Risk'),
(79639, 70, 17, '35:45.9', 37.33431491, 95.83865071297359, 133, 76, 78, 'Male', 64.64537989341557, 1.9715022012578207, 0.14004169107423178, 57, 16.631941904424163, 95, 'High Risk'),
(79640, 91, 16, '34:45.9', 36.48374072133239, 95.06846871440881, 126, 83, 22, 'Female', 80.65584616850741, 1.8410246383791788, 0.095905756, 43, 23.79669533251073, 97.33333333333333, 'High Risk'),
(79641, 66, 13, '33:45.9', 37.20522568958643, 98.92884346378388, 111, 84, 37, 'Female', 60.38280371857357, 1.5817541888165938, 0.092490886, 27, 24.134332293455856, 93, 'Low Risk'),
(79642, 85, 14, '32:45.9', 37.18615671984964, 95.88640977226267, 123, 73, 29, 'Male', 99.25340810085916, 1.8910972750266866, 0.074908812, 50, 27.753495569219414, 89.66666666666666, 'Low Risk'),
(79643, 84, 12, '31:45.9', 36.17725395565079, 97.29597532879812, 120, 78, 65, 'Female', 95.18174412201205, 1.7052799013158146, 0.11823047204014193, 42, 32.73122893500794, 92, 'High Risk'),
(79644, 94, 15, '30:45.9', 36.84404960901901, 97.51610395776594, 119, 84, 46, 'Male', 76.94089692216569, 1.5830013777279968, 0.11447996155692529, 35, 30.703978905221245, 95.66666666666667, 'High Risk'),
(79645, 91, 15, '29:45.9', 36.95616930799725, 95.66315258166156, 114, 86, 51, 'Female', 93.74560983, 1.9132657722305444, 0.054925247644159764, 28, 25.609454878918395, 95.33333333333333, 'High Risk'),
(79646, 68, 18, '28:45.9', 36.278047429957574, 98.43864400994639, 114, 71, 72, 'Male', 92.47591568195628, 1.8269903216120715, 0.05010871, 43, 27.704871930299596, 85.33333333333333, 'Low Risk'),
(79647, 77, 16, '27:45.9', 36.16849447132208, 99.82365389806985, 114, 75, 56, 'Male', 79.38030652309897, 1.8203246885451136, 0.12134603964018016, 39, 23.956041287166382, 88, 'Low Risk'),
(79648, 89, 14, '26:45.9', 37.334430777604965, 97.92225783007676, 128, 89, 63, 'Female', 65.33572230473492, 1.7798293398185339, 0.055678376, 39, 20.62500076641954, 102, 'Low Risk'),
(79649, 66, 12, '25:45.9', 36.901950000821984, 98.76917137, 132, 78, 60, 'Male', 97.46205306, 1.8616175388270535, 0.13465968364315495, 54, 28.12254574050865, 96, 'Low Risk'),
(79650, 66, 18, '24:45.9', 36.143670035525304, 96.93437166911407, 136, 78, 28, 'Male', 74.70658234727634, 1.836088218619972, 0.13600759022591863, 58, 22.16010332509349, 97.33333333333333, 'Low Risk'),
(79651, 77, 18, '23:45.9', 36.98910592019268, 97.23919540902588, 133, 77, 86, 'Male', 74.48914721, 1.575780117262701, 0.10704301934677202, 56, 29.99865404, 95.66666666666666, 'Low Risk'),
(79652, 79, 12, '22:45.9', 36.088843981911374, 95.9172914, 115, 81, 70, 'Male', 94.08261484892793, 1.9630552392986929, 0.060385576, 34, 24.414303446406205, 92.33333333333333, 'Low Risk'),
(79653, 76, 17, '21:45.9', 36.396211792726945, 98.85353405, 120, 78, 69, 'Female', 91.19356932647011, 1.8239297018293346, 0.1474339252398546, 42, 27.41246076143764, 92, 'Low Risk'),
(79654, 95, 14, '20:45.9', 36.06522439134108, 95.59738832, 129, 86, 49, 'Female', 95.08986623609461, 1.664081384673545, 0.086997404, 43, 34.33879979846062, 100.33333333333333, 'High Risk'),
(79655, 80, 13, '19:45.9', 36.38467885749113, 98.63173952101559, 128, 73, 48, 'Female', 81.89506638189738, 1.7121493162208834, 0.09451213, 55, 27.93665893923004, 91.33333333333333, 'Low Risk'),
(79656, 95, 15, '18:45.9', 36.29509177, 99.90255608175801, 115, 82, 20, 'Female', 59.16321765078085, 1.5610098320989012, 0.0726762, 33, 24.279543028572746, 93, 'High Risk'),
(79657, 89, 14, '17:45.9', 36.88918308, 97.91318951170524, 120, 72, 32, 'Male', 54.58073611656505, 1.8321218370601178, 0.14229716024326589, 48, 16.260379838460793, 88, 'High Risk'),
(79658, 79, 13, '16:45.9', 37.19373313526581, 98.11286676973596, 129, 76, 68, 'Female', 59.702818334433815, 1.9399511542941636, 0.088794889, 53, 15.864019786069175, 93.66666666666666, 'High Risk'),
(79659, 62, 16, '15:45.9', 37.05422399588521, 96.09164736769135, 126, 76, 35, 'Female', 57.541006455403306, 1.8858520647545574, 0.1322833915563092, 50, 16.179392496469784, 92.66666666666666, 'High Risk'),
(79660, 62, 16, '14:45.9', 36.79342546761474, 96.86136866, 122, 74, 53, 'Male', 71.65134155325273, 1.7372555282857376, 0.060153923, 48, 23.740885940980196, 90, 'Low Risk'),
(79661, 69, 19, '13:45.9', 37.19091243040224, 95.50185631, 122, 87, 89, 'Male', 66.96362869273696, 1.934814333970232, 0.10945192420204923, 35, 17.88794237933183, 98.66666666666667, 'High Risk'),
(79662, 64, 17, '12:45.9', 36.32527427831148, 96.40726902622356, 123, 78, 42, 'Male', 90.63455590833493, 1.5375255150694453, 0.097737804, 45, 38.339738638963084, 93, 'High Risk'),
(79663, 88, 15, '11:45.9', 36.731977906537495, 95.84046834093608, 139, 77, 57, 'Male', 85.25325733254257, 1.9229528016604396, 0.058635661, 62, 23.05545682967246, 97.66666666666666, 'Low Risk'),
(79664, 70, 15, '10:45.9', 37.461839936607596, 98.89306117942066, 131, 76, 29, 'Male', 79.66870479073503, 1.7814476744353722, 0.12447034977332302, 55, 25.103924238614074, 94.33333333333333, 'Low Risk'),
(79665, 64, 19, '09:45.9', 36.942378470903144, 97.24948825252346, 117, 70, 58, 'Male', 50.087940086536285, 1.7401236784745662, 0.12411977243756164, 47, 16.541425679034724, 85.66666666666667, 'High Risk'),
(79666, 97, 15, '08:45.9', 36.70546948183221, 96.32492900964122, 129, 72, 50, 'Male', 59.176566395098256, 1.575698989076875, 0.050232905, 57, 23.83434655141785, 91, 'High Risk'),
(79667, 92, 15, '07:45.9', 37.05543028029205, 99.85288076440246, 128, 74, 23, 'Male', 85.91927884, 1.6850300738829798, 0.1401601598088238, 54, 30.26044499560969, 92, 'High Risk'),
(79668, 88, 13, '06:45.9', 36.97037744633251, 99.88544383910596, 122, 85, 65, 'Female', 59.21271501029612, 1.724673405537538, 0.1421419518266091, 37, 19.906790298090037, 97.33333333333333, 'Low Risk'),
(79669, 82, 16, '05:45.9', 36.636989586244674, 96.48084624941141, 110, 71, 55, 'Female', 85.33811194109659, 1.7882714126570751, 0.14718242615206428, 39, 26.68555024312818, 84, 'Low Risk'),
(79670, 94, 18, '04:45.9', 36.26513180725096, 99.6928356, 135, 80, 62, 'Male', 81.95525772276807, 1.657171590494962, 0.13110021954222867, 55, 29.842957573747018, 98.33333333333333, 'High Risk'),
(79671, 72, 14, '03:45.9', 36.23723090787626, 99.98002905018716, 131, 73, 30, 'Female', 84.11868118480334, 1.9652990158910613, 0.099579444, 58, 21.778861938922258, 92.33333333333333, 'Low Risk'),
(79672, 84, 12, '02:45.9', 36.089694305024814, 98.02371880284437, 129, 85, 42, 'Male', 99.60070892482145, 1.737265603603217, 0.12315427828788629, 44, 33.00121940246313, 99.66666666666667, 'High Risk'),
(79673, 86, 15, '01:45.9', 36.77666903540881, 96.87410183539747, 128, 78, 78, 'Male', 89.15012526538244, 1.9456163387952943, 0.10920441732999436, 50, 23.550902166164754, 94.66666666666666, 'Low Risk'),
(79674, 81, 13, '00:45.9', 36.95634904021568, 99.71196839830284, 129, 86, 25, 'Female', 58.31194597789762, 1.9731280438611773, 0.055183871376785855, 43, 14.977764455461914, 100.33333333333333, 'High Risk'),
(79675, 89, 12, '59:45.9', 36.073932765512225, 95.60548017, 133, 84, 88, 'Male', 60.970277018709574, 1.8650980486393691, 0.140063075, 49, 17.527292439058947, 100.33333333333333, 'High Risk'),
(79676, 63, 18, '58:45.9', 36.10912128337139, 97.48792187947959, 128, 84, 78, 'Female', 96.01204861005186, 1.772874529005832, 0.11857359596713421, 44, 30.547082321001458, 98.66666666666667, 'High Risk'),
(79677, 86, 19, '57:45.9', 36.78469466715444, 98.91027896205745, 132, 85, 78, 'Male', 59.81360814144192, 1.9150926993148383, 0.092319433, 47, 16.308739652696556, 100.66666666666667, 'High Risk'),
(79678, 93, 17, '56:45.9', 36.18648273525872, 97.33228693344587, 118, 85, 58, 'Female', 87.35926166187387, 1.9143149354302764, 0.06441541, 33, 23.83867865615097, 96, 'High Risk'),
(79679, 97, 15, '55:45.9', 37.451786799741555, 96.77477008668362, 119, 85, 42, 'Male', 80.05381773921536, 1.8088640435028214, 0.094453723, 34, 24.466407011305787, 96.33333333333333, 'High Risk'),
(79680, 65, 17, '54:45.9', 37.32858689940917, 99.73857566, 116, 76, 29, 'Female', 98.00768992, 1.5533300270338857, 0.091381918, 40, 40.619322712326316, 89.33333333333333, 'High Risk'),
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(79857, 86, 15, '57:45.9', 36.87555961658524, 96.56522035, 117, 72, 39, 'Female', 99.49564551526782, 1.898361550319161, 0.064574805, 45, 27.608716418583413, 87, 'Low Risk'),
(79858, 77, 18, '56:45.9', 36.528892264454335, 96.94341631442539, 117, 89, 53, 'Male', 70.92430633614562, 1.7030086661130555, 0.13443017919109523, 28, 24.45464603132949, 98.33333333333333, 'Low Risk'),
(79859, 82, 17, '55:45.9', 37.107785586723445, 95.18831196640669, 120, 85, 25, 'Female', 64.67633579, 1.7818788523976297, 0.074087831, 35, 20.36990764432943, 96.66666666666667, 'Low Risk'),
(79860, 62, 18, '54:45.9', 36.776868583123324, 95.23089614835172, 125, 81, 77, 'Female', 96.78264519410072, 1.7973929245881524, 0.1058054327373168, 44, 29.95790451650328, 95.66666666666667, 'Low Risk'),
(79861, 87, 16, '53:45.9', 36.05952647636816, 96.59733383174544, 131, 86, 64, 'Female', 71.47168551, 1.951685570153915, 0.090800275, 45, 18.76352031632127, 101, 'Low Risk'),
(79862, 98, 15, '52:45.9', 36.181842631742015, 98.36934346, 138, 81, 56, 'Female', 88.49467441589806, 1.855960193757598, 0.12020990852178788, 57, 25.69092972198558, 100, 'High Risk'),
(79863, 89, 17, '51:45.9', 37.02031631655363, 98.95000345249983, 131, 76, 79, 'Female', 53.74352850903112, 1.9173047897928663, 0.11664839910316156, 55, 14.619881820198806, 94.33333333333333, 'High Risk'),
(79864, 79, 12, '50:45.9', 36.554365336064535, 98.75580596719936, 118, 81, 48, 'Female', 71.26927400909608, 1.8045093328632356, 0.14632015106199675, 37, 21.886890730531892, 93.33333333333333, 'Low Risk'),
(79865, 72, 17, '49:45.9', 36.41364465116348, 99.59656802354284, 132, 85, 84, 'Male', 53.33077559596154, 1.6312475285139314, 0.11835564553212718, 47, 20.041866564874926, 100.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(79866, 67, 17, '48:45.9', 36.16260804312295, 97.61371926269597, 139, 79, 61, 'Female', 58.23016114122625, 1.8151296682760156, 0.068386564, 60, 17.673911711345234, 99, 'High Risk'),
(79867, 87, 14, '47:45.9', 36.693399503549415, 99.78153698148712, 139, 70, 57, 'Female', 58.587450998077614, 1.8123889056588407, 0.1470319649894517, 69, 17.83617863231237, 93, 'High Risk'),
(79868, 77, 13, '46:45.9', 36.98702598665473, 97.99943371642065, 134, 86, 69, 'Male', 78.15211567636723, 1.7049167623193024, 0.095866909, 48, 26.88650664144097, 102, 'Low Risk'),
(79869, 70, 19, '45:45.9', 37.37960494720412, 95.05008613136197, 123, 78, 47, 'Female', 66.30495150075089, 1.6014053287200087, 0.12528490314041688, 45, 25.854933383273895, 93, 'Low Risk'),
(79870, 83, 14, '44:45.9', 36.167641474103064, 95.81577343165543, 117, 81, 53, 'Male', 91.71145445800798, 1.8779849225405194, 0.13355872867697927, 36, 26.00395337084028, 93, 'Low Risk'),
(79871, 86, 12, '43:45.9', 36.62526617724113, 96.39519224360906, 122, 83, 49, 'Female', 98.32630210680765, 1.5632522228660233, 0.063712083, 39, 40.23570326109977, 96, 'High Risk'),
(79872, 75, 13, '42:45.9', 37.02978294364354, 99.80235878550658, 134, 73, 63, 'Male', 91.64756634479141, 1.6942311698970178, 0.057011267633812916, 61, 31.928285779046835, 93.33333333333333, 'High Risk'),
(79873, 90, 17, '41:45.9', 36.29488224164505, 99.52798802344188, 124, 74, 57, 'Female', 64.67728974842923, 1.8246319963643995, 0.11617449614271438, 50, 19.426798709353754, 90.66666666666666, 'Low Risk'),
(79874, 91, 13, '40:45.9', 36.30736089939306, 98.68385015686128, 128, 85, 51, 'Female', 77.08805728323684, 1.626286523811188, 0.05605971, 43, 29.14694050978559, 99.33333333333333, 'High Risk'),
(79875, 76, 16, '39:45.9', 36.36877748252546, 98.47349371465613, 130, 75, 28, 'Male', 51.22880759442685, 1.544655681348129, 0.11721294736753858, 55, 21.47093094152836, 93.33333333333333, 'Low Risk'),
(79876, 80, 15, '38:45.9', 36.411389028798425, 97.81459396519725, 134, 89, 73, 'Male', 71.89173250576383, 1.562282377349795, 0.057354291, 45, 29.455057975333464, 104, 'Low Risk'),
(79877, 81, 13, '37:45.9', 36.64822068495394, 97.95096061268853, 125, 88, 37, 'Female', 52.23918546138241, 1.522525321332048, 0.10780455623984568, 37, 22.535507780187743, 100.33333333333333, 'Low Risk'),
(79878, 83, 18, '36:45.9', 37.11879765073006, 97.49865985070171, 116, 75, 51, 'Female', 86.19734196210047, 1.5444555985160227, 0.080426118, 41, 36.13624476676957, 88.66666666666667, 'High Risk'),
(79879, 84, 17, '35:45.9', 36.14803597323075, 98.25219821889249, 129, 84, 20, 'Male', 94.12593273459946, 1.5655925330738594, 0.059817130957329434, 45, 38.40182022510821, 99, 'High Risk'),
(79880, 71, 15, '34:45.9', 36.45552914676126, 99.35854168376784, 127, 89, 83, 'Female', 70.24323791247814, 1.7292582608452516, 0.079943355, 38, 23.49009668997043, 101.66666666666667, 'Low Risk'),
(79881, 75, 18, '33:45.9', 36.375410889589375, 99.73980783, 139, 73, 34, 'Female', 73.64086893159578, 1.715512564240437, 0.10569499117491174, 66, 25.02252306, 95, 'Low Risk'),
(79882, 78, 12, '32:45.9', 37.00662838426179, 98.57935686, 119, 73, 68, 'Female', 65.33770173235942, 1.5239405036775935, 0.095373072, 46, 28.13376334905604, 88.33333333333333, 'Low Risk'),
(79883, 84, 12, '31:45.9', 37.03315349821892, 96.70665624810985, 128, 74, 30, 'Male', 52.98820333, 1.8580795879687613, 0.11827188056573587, 54, 15.347956844291204, 92, 'High Risk'),
(79884, 61, 18, '30:45.9', 37.31487094267732, 99.38652213447939, 130, 85, 73, 'Female', 54.09703888372719, 1.7543477656254387, 0.069236208, 45, 17.57689335, 100, 'High Risk'),
(79885, 81, 16, '29:45.9', 36.798154306401855, 99.53702069835575, 115, 80, 19, 'Female', 89.95762372704107, 1.8756501799571859, 0.099160604, 35, 25.570209642909564, 91.66666666666667, 'Low Risk'),
(79886, 70, 17, '28:45.9', 36.08581571046473, 97.84372261654435, 117, 76, 30, 'Female', 61.44760249826135, 1.8161941229774172, 0.1190993302847599, 41, 18.62860828650382, 89.66666666666667, 'Low Risk'),
(79887, 64, 13, '27:45.9', 36.80757942001238, 96.53474936685184, 113, 70, 64, 'Female', 76.62140913376547, 1.6073794244949857, 0.093096222, 43, 29.65605136432184, 84.33333333333333, 'Low Risk'),
(79888, 75, 14, '26:45.9', 36.35386567735326, 95.37946229393596, 119, 79, 35, 'Female', 71.21354484671687, 1.9604210647994658, 0.099514043, 40, 18.529507818987092, 92.33333333333333, 'Low Risk'),
(79889, 97, 13, '25:45.9', 36.22385545058668, 98.37906963398859, 115, 74, 76, 'Female', 76.05954981, 1.8265200331743832, 0.059051087761682344, 41, 22.798426334022977, 87.66666666666667, 'High Risk'),
(79890, 80, 12, '24:45.9', 36.65550762952451, 95.47121264423748, 119, 87, 52, 'Male', 51.822871356770186, 1.9076872565935912, 0.12368529815670944, 32, 14.239905758766561, 97.66666666666667, 'High Risk'),
(79891, 80, 12, '23:45.9', 36.29857543944288, 97.65480635842978, 126, 76, 87, 'Male', 99.04975139368527, 1.7555878492007286, 0.076774339, 50, 32.13721639933289, 92.66666666666666, 'High Risk'),
(79892, 73, 18, '22:45.9', 36.572640713072275, 97.43862273, 120, 83, 42, 'Male', 72.20532849466534, 1.7833877783023722, 0.1258897624422196, 37, 22.70270866265504, 95.33333333333333, 'Low Risk'),
(79893, 91, 16, '21:45.9', 36.251206400167526, 97.86374642603666, 137, 86, 30, 'Male', 50.268790065424625, 1.9590952839811595, 0.10248823360943196, 51, 13.09746702906454, 103, 'High Risk'),
(79894, 77, 16, '20:45.9', 37.163674428620965, 99.95869087802677, 122, 80, 52, 'Male', 55.306571334970215, 1.6652633856447914, 0.1384165953693271, 42, 19.943935878174056, 94, 'Low Risk'),
(79895, 63, 19, '19:45.9', 36.09771110405871, 97.92318091463102, 131, 81, 88, 'Female', 68.72337316785922, 1.8689644840602528, 0.13774437184307714, 50, 19.674439596044927, 97.66666666666666, 'Low Risk'),
(79896, 95, 16, '18:45.9', 36.34295081496512, 98.77902862575799, 121, 72, 72, 'Female', 57.49521318111727, 1.942188124502705, 0.10403943467071189, 49, 15.242250682113665, 88.33333333333333, 'High Risk'),
(79897, 60, 16, '17:45.9', 36.20524898360627, 99.28388092150158, 116, 86, 29, 'Male', 96.84373305941445, 1.5241803726146723, 0.10620582027130071, 30, 41.68682243334512, 96, 'High Risk'),
(79898, 63, 17, '16:45.9', 37.00869802754239, 95.42864934686928, 136, 83, 65, 'Male', 95.12790223852446, 1.9702137765952892, 0.1134149135888604, 53, 24.50649586242627, 100.66666666666666, 'Low Risk'),
(79899, 83, 14, '15:45.9', 36.08395388795429, 99.69798580277985, 130, 85, 71, 'Female', 99.82011221876303, 1.5291431157167295, 0.089782356, 45, 42.689570567507516, 100, 'High Risk'),
(79900, 68, 18, '14:45.9', 36.21806586931496, 98.60891365618318, 138, 73, 52, 'Female', 51.00148198, 1.7787532373172428, 0.070002052, 65, 16.11949340197465, 94.66666666666666, 'High Risk'),
(79901, 79, 12, '13:45.9', 36.807735437131655, 95.86452725001699, 137, 84, 33, 'Male', 92.55279161946135, 1.7195047279358753, 0.099565765, 53, 31.302770279400843, 101.66666666666666, 'High Risk'),
(79902, 75, 15, '12:45.9', 37.19843363, 99.02899516327251, 111, 77, 24, 'Female', 69.10766866, 1.5939536574253936, 0.087254727, 34, 27.20037310109166, 88.33333333333333, 'Low Risk'),
(79903, 99, 16, '11:45.9', 37.34956745481645, 99.90934481439808, 132, 81, 54, 'Male', 62.93276787, 1.9846913232512342, 0.1061408189631736, 51, 15.976840183692008, 98, 'High Risk'),
(79904, 69, 19, '10:45.9', 36.28439978255361, 95.75611475812558, 112, 73, 88, 'Male', 72.23849989399923, 1.847231854757244, 0.13087828042413183, 39, 21.170245797074205, 86, 'Low Risk'),
(79905, 79, 14, '09:45.9', 36.01427468964426, 95.90483270781532, 134, 89, 61, 'Female', 62.21639031574712, 1.937360515083249, 0.11943295325230871, 45, 16.576159693580106, 104, 'High Risk'),
(79906, 75, 19, '08:45.9', 36.90240763615313, 99.27875599342438, 111, 72, 23, 'Male', 89.42194189, 1.6077793411809775, 0.14991435664235725, 39, 34.59323752345637, 85, 'High Risk'),
(79907, 86, 16, '07:45.9', 36.100351044940425, 97.96581133, 124, 82, 32, 'Male', 55.379323934865056, 1.6959462850474791, 0.085293659, 42, 19.254110670994702, 96, 'Low Risk'),
(79908, 76, 15, '06:45.9', 37.47710599, 98.45052295759956, 117, 84, 49, 'Female', 52.504534217966324, 1.5766609224451966, 0.12927876700130864, 33, 21.121278473844477, 95, 'Low Risk'),
(79909, 63, 19, '05:45.9', 37.22657096924823, 99.60338273, 116, 73, 37, 'Female', 84.06077396101828, 1.6343672911743443, 0.079466472, 43, 31.46980559610534, 87.33333333333333, 'High Risk'),
(79910, 74, 14, '04:45.9', 36.57351819481289, 97.05006058702327, 124, 83, 65, 'Male', 66.67005759715116, 1.7140033825591154, 0.058320867, 41, 22.69381347539438, 96.66666666666667, 'Low Risk'),
(79911, 62, 16, '03:45.9', 37.40482198461951, 98.82833571437905, 118, 79, 76, 'Female', 79.51953342, 1.8755685836571778, 0.051183937, 39, 22.605177630033836, 92, 'Low Risk'),
(79912, 68, 18, '02:45.9', 36.311431503828345, 95.56438115274332, 119, 70, 36, 'Male', 50.96319318135064, 1.6222827627044105, 0.063074077, 49, 19.364376777801912, 86.33333333333333, 'Low Risk'),
(79913, 74, 17, '01:45.9', 36.92230370601392, 97.69647376, 111, 75, 62, 'Male', 92.22770501753055, 1.7864569266049863, 0.070480235, 36, 28.898566687157444, 87, 'Low Risk'),
(79914, 81, 14, '00:45.9', 37.27349898656398, 97.26093613571722, 112, 73, 44, 'Female', 86.49655827718297, 1.9639316902810142, 0.1496291366474255, 39, 22.425703251748743, 86, 'Low Risk'),
(79915, 88, 18, '59:45.9', 36.03383878926821, 95.56124832, 126, 76, 41, 'Male', 91.76764449383987, 1.7005523067477224, 0.084507759, 50, 31.732887693688493, 92.66666666666666, 'High Risk'),
(79916, 70, 16, '58:45.9', 36.83842898001523, 98.32251390707327, 113, 83, 64, 'Female', 65.49447283, 1.5282646337105648, 0.085682414, 30, 28.041905716911604, 93, 'Low Risk'),
(79917, 98, 14, '57:45.9', 36.026153104106335, 99.27396492067918, 110, 86, 60, 'Male', 59.233829840910325, 1.8443080949374737, 0.14505655741403706, 24, 17.414173558524094, 94, 'High Risk'),
(79918, 61, 13, '56:45.9', 36.71485021516127, 99.1975281, 128, 85, 23, 'Male', 91.90169772242947, 1.8859967859504476, 0.13703294228253796, 43, 25.836973376971507, 99.33333333333333, 'Low Risk'),
(79919, 66, 17, '55:45.9', 37.213932342108514, 96.51300906546662, 123, 76, 82, 'Male', 80.83209445220814, 1.874307670489422, 0.070909028, 47, 23.009229028819096, 91.66666666666667, 'Low Risk'),
(79920, 89, 13, '54:45.9', 36.001344798245874, 96.81533149746141, 115, 72, 30, 'Female', 91.12261496222193, 1.5411325183503688, 0.06324001, 43, 38.36597202, 86.33333333333333, 'High Risk'),
(79921, 65, 12, '53:45.9', 36.98454314475953, 96.74945620315366, 138, 86, 23, 'Male', 75.81414517994996, 1.601047311, 0.12990726647679063, 52, 29.57616848732152, 103.33333333333333, 'Low Risk'),
(79922, 81, 16, '52:45.9', 36.31514175378429, 99.60039007665992, 112, 74, 19, 'Male', 88.57134211422729, 1.7165556297189193, 0.062309382664040916, 38, 30.059202943573208, 86.66666666666667, 'High Risk'),
(79923, 97, 15, '51:45.9', 36.50720286, 95.45950386639608, 117, 80, 47, 'Female', 68.76726714512661, 1.6010485090304836, 0.060960998614007056, 37, 26.827041713537866, 92.33333333333333, 'High Risk'),
(79924, 86, 17, '50:45.9', 37.32649823209634, 97.01606563441854, 137, 89, 68, 'Female', 93.79514964291388, 1.7554083203290243, 0.14445951170614602, 48, 30.438558094175743, 105, 'High Risk'),
(79925, 92, 12, '49:45.9', 36.91832355207923, 99.74602866430368, 134, 81, 42, 'Male', 99.43635338994055, 1.699377077080772, 0.10276058344431682, 53, 34.43227177970352, 98.66666666666666, 'High Risk'),
(79926, 93, 12, '48:45.9', 37.25932508412284, 98.92808586, 122, 84, 29, 'Male', 62.90204575985115, 1.7354029649867546, 0.13183440080136347, 38, 20.88642447692803, 96.66666666666667, 'High Risk'),
(79927, 78, 16, '47:45.9', 36.282177333408804, 97.15244494790343, 115, 89, 22, 'Male', 89.11507958871722, 1.8251701613524411, 0.097986239, 26, 26.751274578633577, 97.66666666666667, 'Low Risk'),
(79928, 95, 18, '46:45.9', 36.13012324, 97.33102585625795, 118, 71, 20, 'Female', 62.87662081908243, 1.6507052592173113, 0.09078787, 47, 23.07544704312007, 86.66666666666667, 'High Risk'),
(79929, 89, 16, '45:45.9', 36.74040283362154, 96.82080880555057, 117, 79, 87, 'Male', 66.53627789745478, 1.848608277745845, 0.11854284267522532, 38, 19.47012391629173, 91.66666666666667, 'Low Risk'),
(79930, 67, 15, '44:45.9', 36.209482165599475, 96.90976608715432, 110, 72, 77, 'Male', 88.15804641546795, 1.8885173620446065, 0.093649339, 38, 24.71837940132799, 84.66666666666667, 'Low Risk'),
(79931, 75, 14, '43:45.9', 37.09171314780356, 95.39204648201381, 110, 85, 46, 'Male', 58.92916021304662, 1.8187429914801512, 0.062594236, 25, 17.81507219, 93.33333333333333, 'High Risk'),
(79932, 81, 17, '42:45.9', 36.73001165603101, 97.15063409, 129, 73, 51, 'Female', 78.43316186, 1.6142257365954769, 0.050447506, 56, 30.100325257113106, 91.66666666666666, 'High Risk'),
(79933, 96, 13, '41:45.9', 36.735497171776856, 95.61283126755741, 125, 79, 36, 'Female', 94.26991591377228, 1.6491704402677672, 0.14529106527501318, 46, 34.66107562487034, 94.33333333333333, 'High Risk'),
(79934, 99, 16, '40:45.9', 36.58606396245556, 98.71976770252307, 138, 79, 69, 'Male', 58.80640580649948, 1.9539546611263443, 0.1260003818437341, 59, 15.402657982180562, 98.66666666666666, 'High Risk'),
(79935, 87, 13, '39:45.9', 36.23679119623042, 95.94714858, 123, 89, 72, 'Female', 80.76346214443991, 1.870351013012454, 0.10175010480810878, 34, 23.087063074474823, 100.33333333333333, 'Low Risk'),
(79936, 65, 18, '38:45.9', 36.07021163917697, 99.28832241993766, 126, 82, 69, 'Female', 79.71436966, 1.71869616, 0.14948504783797417, 44, 26.98599297611146, 96.66666666666667, 'Low Risk'),
(79937, 85, 16, '37:45.9', 37.342640573373934, 99.22220836746574, 117, 75, 53, 'Male', 91.86936149928198, 1.802259630076841, 0.1107561831027134, 42, 28.283684781322464, 89, 'Low Risk'),
(79938, 80, 19, '36:45.9', 36.732170128146294, 96.81380583057559, 121, 79, 60, 'Male', 85.74775242363896, 1.9830898440990317, 0.12148235990834347, 42, 21.80408992760142, 93, 'Low Risk'),
(79939, 89, 18, '35:45.9', 37.34400826308766, 95.06830512, 124, 72, 30, 'Male', 87.49029279387628, 1.634691163061654, 0.1368358205562213, 52, 32.740736165253345, 89.33333333333333, 'High Risk'),
(79940, 94, 12, '34:45.9', 36.25938505056157, 97.56358856671196, 134, 84, 59, 'Female', 70.38628812554447, 1.815571048573855, 0.058639142967969765, 50, 21.353131046604098, 100.66666666666666, 'High Risk'),
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(80117, 71, 18, '37:45.9', 37.24406901788691, 95.72801759, 116, 87, 78, 'Male', 59.67803007097618, 1.866971411518841, 0.12192669296359072, 29, 17.12139486782033, 96.66666666666667, 'High Risk'),
(80118, 60, 14, '36:45.9', 37.479748987646765, 97.33797899688392, 111, 77, 48, 'Male', 72.55907371145358, 1.681626592245463, 0.12324626082090674, 34, 25.65857877, 88.33333333333333, 'Low Risk'),
(80119, 72, 16, '35:45.9', 36.771911802433756, 95.46163985166677, 135, 84, 30, 'Male', 80.35631946, 1.821015396191589, 0.096542546, 51, 24.232197577394455, 101, 'Low Risk'),
(80120, 77, 15, '34:45.9', 37.45922910467939, 97.64214801, 137, 70, 36, 'Male', 64.79414538944715, 1.8134246375625729, 0.087476778, 67, 19.703198939754213, 92.33333333333333, 'Low Risk'),
(80121, 93, 16, '33:45.9', 37.34821091119054, 97.73341488184093, 110, 79, 64, 'Female', 72.22941294890819, 1.7088312112241117, 0.11983870961364558, 31, 24.735218425879044, 89.33333333333333, 'High Risk'),
(80122, 64, 15, '32:45.9', 36.108827303731964, 98.77358000689432, 122, 85, 89, 'Female', 96.42066067112262, 1.8741473389130763, 0.11163905270444173, 37, 27.451282663855537, 97.33333333333333, 'Low Risk'),
(80123, 76, 12, '31:45.9', 36.183110223679606, 96.03722344619112, 110, 80, 63, 'Female', 54.99553811355849, 1.598197460447251, 0.11633262047126741, 30, 21.531118113358055, 90, 'Low Risk'),
(80124, 77, 14, '30:45.9', 36.13069115, 96.22000258349136, 136, 84, 27, 'Female', 87.25753502222747, 1.9077208640312224, 0.12946993817589572, 52, 23.97580961533707, 101.33333333333333, 'Low Risk'),
(80125, 85, 19, '29:45.9', 36.31158745641114, 95.25915230264039, 136, 80, 39, 'Male', 57.93866962178414, 1.6894905064987327, 0.1371222819826295, 56, 20.29817569349449, 98.66666666666666, 'Low Risk'),
(80126, 72, 16, '28:45.9', 37.27713404079012, 95.87984594420362, 135, 74, 79, 'Female', 52.91921769002791, 1.9591167598893566, 0.13277932237514645, 61, 13.787730166911235, 94.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(80127, 63, 17, '27:45.9', 36.74039177701503, 95.15107536227357, 124, 75, 39, 'Male', 51.98405639424287, 1.7310331721106151, 0.0947534, 49, 17.348398291478055, 91.33333333333333, 'High Risk'),
(80128, 63, 19, '26:45.9', 37.32544263, 98.96060841064507, 131, 70, 47, 'Male', 52.01234141496518, 1.6508847748010786, 0.10452674306302188, 61, 19.084152576784643, 90.33333333333333, 'Low Risk'),
(80129, 73, 18, '25:45.9', 37.07015612437434, 96.78209770163875, 133, 83, 20, 'Male', 85.40651819589144, 1.7386170322551335, 0.065982654, 50, 28.25420926606763, 99.66666666666666, 'Low Risk'),
(80130, 98, 14, '24:45.9', 37.17841076427009, 95.39368482275445, 120, 88, 36, 'Male', 64.76367428542238, 1.6722136032437256, 0.13147174398212547, 32, 23.160502396234964, 98.66666666666667, 'High Risk'),
(80131, 67, 13, '23:45.9', 36.30943983676991, 97.98314780367858, 135, 73, 62, 'Female', 96.57894736, 1.904460771682299, 0.10470261487504234, 62, 26.627991198747505, 93.66666666666666, 'Low Risk'),
(80132, 81, 13, '22:45.9', 37.28995691713779, 99.68404956211708, 121, 86, 80, 'Male', 57.72416229394406, 1.6417611594130923, 0.11504781021164014, 35, 21.415966810294847, 97.66666666666667, 'Low Risk'),
(80133, 77, 13, '21:45.9', 36.93953544520232, 99.10529574614479, 125, 75, 30, 'Female', 86.24926448663449, 1.9361687541583261, 0.13580383838450844, 50, 23.00747642960185, 91.66666666666666, 'Low Risk'),
(80134, 87, 18, '20:45.9', 37.339487762045344, 99.79771748512144, 130, 71, 89, 'Male', 66.35355300543645, 1.8865887194941704, 0.091479879, 59, 18.642738858086965, 90.66666666666666, 'Low Risk'),
(80135, 79, 18, '19:45.9', 36.05252729269519, 97.13770591920562, 131, 74, 57, 'Male', 57.46566160648045, 1.6698317356682402, 0.1115255616035891, 57, 20.60928807127439, 93, 'Low Risk'),
(80136, 96, 12, '18:45.9', 36.98557814, 96.33880883638524, 120, 75, 72, 'Male', 87.26894714595731, 1.8209074489752384, 0.082769891, 45, 26.31988524452248, 90, 'High Risk'),
(80137, 73, 14, '17:45.9', 36.339576767780265, 99.30878661021868, 132, 80, 68, 'Female', 76.58908015017808, 1.551865194446841, 0.062976104, 52, 31.80232475, 97.33333333333333, 'High Risk'),
(80138, 65, 12, '16:45.9', 36.11778198736059, 99.01215629079432, 139, 77, 49, 'Female', 64.11805582298281, 1.7605304058096345, 0.084115445, 62, 20.68679854136904, 97.66666666666666, 'Low Risk'),
(80139, 60, 17, '15:45.9', 36.66041125, 97.82393403369936, 127, 87, 87, 'Male', 71.64174385719915, 1.669190815955997, 0.1486370250774276, 40, 25.713084414536738, 100.33333333333333, 'Low Risk'),
(80140, 80, 14, '14:45.9', 36.77341083943446, 96.95899237562618, 134, 80, 72, 'Male', 78.23431836394096, 1.7588679739738917, 0.09239855, 54, 25.28895133, 98, 'Low Risk'),
(80141, 98, 15, '13:45.9', 36.78311941130051, 96.61419342012546, 135, 76, 52, 'Female', 52.18425051885724, 1.673106837856567, 0.10934020523665297, 59, 18.641982765546636, 95.66666666666666, 'High Risk'),
(80142, 96, 17, '12:45.9', 36.99040355009415, 97.84173196466482, 124, 84, 40, 'Female', 87.24954463512424, 1.8956465229205874, 0.14312001499511562, 40, 24.279987107552106, 97.33333333333333, 'High Risk'),
(80143, 73, 18, '11:45.9', 36.996037557963724, 95.76205906902368, 128, 87, 77, 'Female', 99.91457752411806, 1.8232498464357598, 0.117825279, 41, 30.056367003626363, 100.66666666666667, 'High Risk'),
(80144, 83, 15, '10:45.9', 37.23458884333766, 96.72737726238266, 133, 76, 46, 'Female', 85.10233517164434, 1.6617854500284945, 0.06141023, 57, 30.817086178039812, 95, 'High Risk'),
(80145, 62, 13, '09:45.9', 37.18440415, 96.99716144798974, 126, 83, 67, 'Male', 86.85906037460367, 1.8823949363405545, 0.078800269, 43, 24.51284025975783, 97.33333333333333, 'Low Risk'),
(80146, 73, 19, '08:45.9', 36.596662219259365, 96.65956754002868, 129, 78, 40, 'Male', 92.98512797185819, 1.8467057497960524, 0.10585001952336548, 51, 27.265790305835154, 95, 'Low Risk'),
(80147, 65, 18, '07:45.9', 36.021133035579105, 97.65252414219225, 132, 76, 76, 'Male', 59.463972484867654, 1.9761750321602285, 0.11404815456096563, 56, 15.226605747355736, 94.66666666666666, 'High Risk'),
(80148, 65, 16, '06:45.9', 37.01348503709234, 95.50089727959221, 138, 80, 36, 'Female', 91.82223104, 1.7590809598695818, 0.096944917, 58, 29.674006334630363, 99.33333333333333, 'Low Risk'),
(80149, 73, 16, '05:45.9', 36.78504997746482, 96.83768710717548, 121, 82, 67, 'Female', 55.24381025323724, 1.9756118343767088, 0.090157593, 39, 14.154038965740668, 95, 'High Risk'),
(80150, 71, 18, '04:45.9', 37.24708470110807, 97.85911610777703, 139, 73, 67, 'Female', 77.42860714425811, 1.9125188365680172, 0.066169992, 66, 21.168496068842142, 95, 'Low Risk'),
(80151, 60, 13, '03:45.9', 36.77410858728286, 95.00509263220542, 137, 88, 43, 'Male', 52.80189733012722, 1.7903414771049646, 0.062016263, 49, 16.473192824226892, 104.33333333333333, 'High Risk'),
(80152, 81, 17, '02:45.9', 37.06989593692311, 97.13798165325127, 115, 79, 88, 'Male', 85.66560774, 1.6558158594100316, 0.10066187429461851, 36, 31.24513635860251, 91, 'High Risk'),
(80153, 97, 18, '01:45.9', 36.08604084808015, 98.79489701, 115, 77, 71, 'Male', 60.65467961848244, 1.5480495719583982, 0.11907161254645184, 38, 25.31014223891999, 89.66666666666667, 'High Risk'),
(80154, 92, 12, '00:45.9', 37.32903713849752, 95.75528926, 110, 77, 39, 'Female', 70.42660672, 1.8317325995711613, 0.095057468, 33, 20.990008498918414, 88, 'High Risk'),
(80155, 60, 13, '59:45.9', 36.14160736950631, 95.93013475, 113, 79, 20, 'Female', 53.04919049, 1.9497233316230083, 0.070645677, 34, 13.955094560562499, 90.33333333333333, 'High Risk'),
(80156, 71, 17, '58:45.9', 37.166914532843805, 97.22339775, 135, 79, 31, 'Female', 60.88657010850292, 1.5278583872863387, 0.08869165, 56, 26.082865664170605, 97.66666666666666, 'Low Risk'),
(80157, 73, 17, '57:45.9', 36.73431913852592, 97.35214608063806, 117, 82, 42, 'Male', 85.13476978789045, 1.7401341169010522, 0.094060194, 35, 28.11522233913936, 93.66666666666667, 'Low Risk'),
(80158, 70, 19, '56:45.9', 37.1438099, 98.39380879285433, 121, 86, 56, 'Female', 66.51268825105629, 1.959563490941097, 0.074728436, 35, 17.321512926919503, 97.66666666666667, 'High Risk'),
(80159, 76, 13, '55:45.9', 37.055392262183595, 97.81957762614907, 128, 72, 75, 'Male', 79.60518151918835, 1.5092139744726454, 0.14223731291600655, 56, 34.94939814301472, 90.66666666666666, 'High Risk'),
(80160, 78, 15, '54:45.9', 37.26150366441457, 95.24523436221294, 122, 70, 27, 'Male', 94.50878767528604, 1.6233679095919804, 0.12765566195145178, 52, 35.86231153071815, 87.33333333333333, 'High Risk'),
(80161, 79, 17, '53:45.9', 36.68242352772994, 98.02998935635462, 118, 74, 74, 'Male', 81.43086920731963, 1.997416426, 0.12473333088624507, 44, 20.410415066287673, 88.66666666666667, 'Low Risk'),
(80162, 83, 14, '52:45.9', 36.33929723857815, 98.56005349892051, 139, 79, 80, 'Male', 77.63679895517069, 1.8672893034210747, 0.13750253360151005, 60, 22.266112646184734, 99, 'Low Risk'),
(80163, 68, 19, '51:45.9', 36.216591980264056, 96.78426556829916, 130, 86, 76, 'Female', 92.29503527483453, 1.6231736301778588, 0.14654475259239452, 44, 35.03066509320066, 100.66666666666667, 'High Risk'),
(80164, 67, 12, '50:45.9', 36.37567704535386, 96.05175356881952, 126, 77, 74, 'Male', 86.56772215994403, 1.5666143847282528, 0.10223711963762486, 49, 35.27213680715604, 93.33333333333333, 'High Risk'),
(80165, 88, 14, '49:45.9', 36.96331959268615, 96.19252574595582, 139, 89, 53, 'Male', 74.32964909106235, 1.7297274581713928, 0.091534352, 50, 24.84315353286766, 105.66666666666666, 'Low Risk'),
(80166, 67, 18, '48:45.9', 37.039369357137026, 98.01591408094635, 116, 80, 34, 'Female', 86.45798360675371, 1.8052233963864086, 0.11697574990707764, 36, 26.530363204912746, 92, 'Low Risk'),
(80167, 63, 18, '47:45.9', 36.891611295573206, 97.85512029386072, 119, 81, 66, 'Male', 53.117503271035964, 1.6520303343047569, 0.14344179596830292, 38, 19.46263411710169, 93.66666666666667, 'Low Risk'),
(80168, 92, 18, '46:45.9', 36.45280576419462, 95.90182568518779, 138, 74, 71, 'Female', 84.08445724, 1.5584660956204797, 0.13196575500100965, 64, 34.61951727313124, 95.33333333333333, 'High Risk'),
(80169, 72, 16, '45:45.9', 36.03188542095258, 99.23134530534634, 122, 74, 87, 'Male', 72.77711438, 1.845438995, 0.11121992564523614, 48, 21.36955336, 90, 'Low Risk'),
(80170, 72, 19, '44:45.9', 36.22719564352065, 97.14374984262355, 139, 81, 49, 'Male', 63.614581946567554, 1.6249849087270336, 0.096961815, 58, 24.091176722285013, 100.33333333333333, 'Low Risk'),
(80171, 92, 18, '43:45.9', 36.983934495915015, 99.09375672722076, 123, 76, 70, 'Male', 84.96763891749575, 1.9977447872865413, 0.14633642781533382, 47, 21.28989590326367, 91.66666666666667, 'High Risk'),
(80172, 99, 19, '42:45.9', 36.75277606597704, 99.90717703, 139, 79, 68, 'Female', 63.11167965484253, 1.6206400216192245, 0.12354848406164894, 60, 24.029051016820603, 99, 'High Risk'),
(80173, 66, 14, '41:45.9', 37.47177446, 97.79703204149764, 134, 80, 21, 'Female', 77.67140392817487, 1.717477422930633, 0.080075846, 54, 26.33171110738385, 98, 'Low Risk'),
(80174, 95, 12, '40:45.9', 37.19631968377813, 95.06006955988568, 117, 80, 49, 'Male', 80.19270647864641, 1.5372981557749892, 0.10982509470979035, 37, 33.93271884, 92.33333333333333, 'High Risk'),
(80175, 74, 19, '39:45.9', 37.362657615094975, 97.34578104150799, 135, 82, 31, 'Female', 91.05097121547018, 1.8022150377342367, 0.065251259, 53, 28.03311537158334, 99.66666666666666, 'Low Risk'),
(80176, 92, 14, '38:45.9', 37.37955492825556, 98.78109113737895, 114, 84, 27, 'Male', 76.48841057, 1.8554768874479701, 0.094237091, 30, 22.21695515520851, 94, 'High Risk'),
(80177, 86, 15, '37:45.9', 37.29829492331123, 97.68341303492198, 134, 73, 24, 'Female', 99.72000522, 1.7013072499492532, 0.060089352993748284, 61, 34.452186310988864, 93.33333333333333, 'High Risk'),
(80178, 91, 17, '36:45.9', 36.590619585500896, 96.22527942875526, 121, 71, 37, 'Male', 53.93264762736858, 1.6130363705104203, 0.078915165, 50, 20.72828737821692, 87.66666666666666, 'High Risk'),
(80179, 76, 13, '35:45.9', 37.39346177, 98.26607241, 122, 79, 51, 'Female', 52.09626379485752, 1.8040528606999042, 0.11435263660108022, 43, 16.006930547859337, 93.33333333333333, 'High Risk'),
(80180, 75, 16, '34:45.9', 36.58822055379041, 95.73696859054516, 130, 73, 48, 'Female', 68.66774088, 1.937503500910128, 0.067039717, 57, 18.29227693924221, 92, 'High Risk'),
(80181, 89, 14, '33:45.9', 36.03519182932978, 96.62752452735346, 118, 86, 85, 'Female', 93.31749826415728, 1.8427774058447548, 0.14056408259450623, 32, 27.48003805536017, 96.66666666666667, 'Low Risk'),
(80182, 92, 17, '32:45.9', 37.42665493428599, 98.70936266, 132, 81, 86, 'Female', 72.33013985914356, 1.577435536753557, 0.0726216, 51, 29.06806106894424, 98, 'High Risk'),
(80183, 93, 13, '31:45.9', 37.275136904745835, 96.06407280995157, 134, 82, 71, 'Female', 61.983237214938804, 1.8013546579322295, 0.13870046488554216, 52, 19.101866290202018, 99.33333333333333, 'High Risk'),
(80184, 68, 17, '30:45.9', 36.87198020960883, 98.00315007853023, 132, 76, 36, 'Female', 63.08010161040487, 1.7507940046853971, 0.089818768, 56, 20.578905965524633, 94.66666666666666, 'Low Risk'),
(80185, 91, 12, '29:45.9', 36.904996501679136, 95.35296698932612, 133, 74, 22, 'Male', 73.86913960839519, 1.7679065750296177, 0.13442618789180302, 59, 23.634391136434154, 93.66666666666666, 'High Risk'),
(80186, 60, 17, '28:45.9', 37.008849354245584, 96.68668113394725, 120, 80, 83, 'Female', 55.51740996861869, 1.7613582185365915, 0.14576412958085833, 40, 17.895087103298962, 93.33333333333333, 'High Risk'),
(80187, 68, 12, '27:45.9', 36.08590454, 97.51309331476983, 130, 82, 61, 'Male', 52.64968630792296, 1.9352920975109116, 0.11078859728388667, 48, 14.057326806529925, 98, 'High Risk'),
(80188, 63, 15, '26:45.9', 37.349270214778656, 97.24116030856666, 114, 84, 27, 'Female', 63.10915307, 1.6209840511796163, 0.12769069696803226, 30, 24.01789092599247, 94, 'Low Risk'),
(80189, 95, 12, '25:45.9', 36.232931125901864, 99.23158507794044, 116, 87, 21, 'Female', 63.41340465142949, 1.6782529540124604, 0.063510778, 29, 22.514703415368547, 96.66666666666667, 'High Risk'),
(80190, 88, 12, '24:45.9', 36.987706882203504, 96.77699871716723, 117, 81, 86, 'Female', 56.49097024967041, 1.9782850330538466, 0.13060887353326892, 36, 14.434485325604957, 93, 'High Risk'),
(80191, 83, 12, '23:45.9', 37.473820803652686, 98.56937280237356, 122, 77, 74, 'Female', 68.01892889717227, 1.7925628354911758, 0.088824174, 45, 21.16805779110258, 92, 'Low Risk'),
(80192, 74, 18, '22:45.9', 37.07039923240978, 97.84295535917543, 127, 84, 58, 'Male', 88.03793228201566, 1.8206253835496118, 0.079841936, 43, 26.56003524123847, 98.33333333333333, 'Low Risk'),
(80193, 76, 16, '21:45.9', 36.093250385426515, 96.37841291009708, 121, 87, 62, 'Female', 61.94585270950333, 1.844546079414977, 0.10533943762350664, 34, 18.20678306362709, 98.33333333333333, 'High Risk'),
(80194, 94, 12, '20:45.9', 37.48177887369865, 98.5264574, 118, 83, 73, 'Male', 99.80864594737427, 1.7802321107229715, 0.072762512, 35, 31.493063087447428, 94.66666666666667, 'High Risk'),
(80195, 66, 13, '19:45.9', 37.44856021451331, 96.85724431717084, 138, 73, 32, 'Female', 91.83622462085125, 1.5159069289915486, 0.14668297850281586, 65, 39.96399955773772, 94.66666666666666, 'High Risk'),
(80196, 81, 14, '18:45.9', 37.16832872301734, 99.01725610480065, 139, 88, 30, 'Female', 70.06084085732483, 1.547889052861842, 0.141506246, 51, 29.24123343, 105, 'Low Risk'),
(80197, 72, 13, '17:45.9', 37.36948847853815, 97.41050968, 114, 89, 80, 'Female', 98.82739132, 1.752766283427724, 0.056033191, 25, 32.16838892271381, 97.33333333333333, 'High Risk'),
(80198, 60, 18, '16:45.9', 36.219419447460865, 97.54589397218584, 136, 75, 18, 'Female', 59.45667334134299, 1.8689821392746593, 0.058593765, 61, 17.02120507164947, 95.33333333333333, 'High Risk'),
(80199, 77, 19, '15:45.9', 36.67434696936758, 95.69626481459376, 122, 74, 51, 'Male', 96.56340909, 1.8677974368260397, 0.050379584217305866, 48, 27.679168504696822, 90, 'Low Risk'),
(80200, 99, 19, '14:45.9', 36.21214089178581, 95.46331449976466, 111, 88, 34, 'Male', 72.21129250713021, 1.6452257492577655, 0.098707388, 23, 26.67805247780387, 95.66666666666667, 'High Risk'),
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(80379, 92, 15, '15:45.9', 37.22323611008931, 95.23430871341391, 110, 70, 59, 'Female', 77.90614817106223, 1.9566907092761343, 0.10440046933889639, 40, 20.348264147855144, 83.33333333333333, 'High Risk'),
(80380, 68, 19, '14:45.9', 37.374910678883566, 99.10688594307935, 121, 77, 28, 'Male', 50.09860407, 1.867758980769074, 0.080252597, 44, 14.360976066213285, 91.66666666666667, 'High Risk'),
(80381, 91, 16, '13:45.9', 36.996683218861236, 98.48372366173267, 123, 81, 63, 'Female', 64.17910155510353, 1.6266509452431772, 0.057300334112831065, 42, 24.255201860053102, 95, 'High Risk'),
(80382, 82, 14, '12:45.9', 36.379715161627814, 98.51435865069847, 126, 85, 33, 'Male', 75.76623621387259, 1.840109698571015, 0.074468897, 41, 22.37630046056236, 98.66666666666667, 'Low Risk'),
(80383, 61, 19, '11:45.9', 36.96362101801984, 97.15450541, 129, 79, 76, 'Female', 82.03609661331943, 1.7434565184060178, 0.10233039098467545, 50, 26.988748525473365, 95.66666666666666, 'Low Risk'),
(80384, 94, 13, '10:45.9', 36.73618669583528, 99.21021512, 136, 84, 59, 'Female', 93.83292777, 1.522848506821821, 0.071823723, 52, 40.46148926, 101.33333333333333, 'High Risk'),
(80385, 84, 14, '09:45.9', 36.51371277629873, 95.93153955, 139, 81, 79, 'Male', 50.254357033742416, 1.5843700703987635, 0.10861109170164493, 58, 20.019833506726012, 100.33333333333333, 'Low Risk'),
(80386, 93, 17, '08:45.9', 37.08907206959826, 95.65176506300112, 115, 78, 41, 'Female', 60.87151820363399, 1.8218615938230802, 0.097672401, 37, 18.339326071426406, 90.33333333333333, 'High Risk'),
(80387, 69, 12, '07:45.9', 37.115914609771664, 96.76171601080638, 117, 79, 71, 'Female', 92.53556486522947, 1.6963220751484946, 0.05062574, 38, 32.158223757740224, 91.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(80388, 88, 18, '06:45.9', 36.02170640460197, 96.90212899, 117, 86, 46, 'Male', 86.54611891373028, 1.7195518653035398, 0.11644493126833734, 31, 29.269616884088663, 96.33333333333333, 'Low Risk'),
(80389, 60, 19, '05:45.9', 36.24542983561602, 95.76111326538611, 127, 79, 59, 'Female', 60.90203072065232, 1.8405908532708555, 0.13785310320972372, 48, 17.97700151542091, 95, 'High Risk'),
(80390, 91, 12, '04:45.9', 36.6011888, 97.95261975841694, 117, 85, 48, 'Male', 93.73585854799556, 1.9465666678216156, 0.13930728743475496, 32, 24.738148754975057, 95.66666666666667, 'High Risk'),
(80391, 94, 15, '03:45.9', 36.21694157124106, 96.47786692382648, 110, 70, 84, 'Female', 74.86630780674233, 1.9085922484670896, 0.10544946557687622, 40, 20.55228454961781, 83.33333333333333, 'High Risk'),
(80392, 60, 17, '02:45.9', 36.803251340465295, 95.72994067472082, 125, 81, 51, 'Female', 90.50399869149817, 1.7262998113731647, 0.10476748723014212, 44, 30.36933775781396, 95.66666666666667, 'High Risk'),
(80393, 60, 15, '01:45.9', 36.321288436241076, 95.89391293014357, 118, 86, 80, 'Female', 77.54976992875127, 1.8016979900506007, 0.11168265798626589, 32, 23.890020675019112, 96.66666666666667, 'Low Risk'),
(80394, 66, 15, '00:45.9', 36.01304548606579, 99.82771492890564, 124, 70, 51, 'Male', 92.68876032957118, 1.7239575734557275, 0.1497631130604214, 54, 31.18702342019515, 88, 'High Risk'),
(80395, 67, 15, '59:45.9', 36.34916716817028, 95.00024137962443, 113, 81, 27, 'Female', 94.34672954412349, 1.6227802177179598, 0.083279611, 32, 35.82675225649423, 91.66666666666667, 'High Risk'),
(80396, 75, 13, '58:45.9', 36.62895067883535, 95.72575867865615, 116, 79, 39, 'Male', 85.43550486341678, 1.783399566057503, 0.066063478, 37, 26.862168987566104, 91.33333333333333, 'Low Risk'),
(80397, 89, 15, '57:45.9', 37.38060408054277, 95.35797960331031, 120, 74, 20, 'Female', 87.93885946638588, 1.635257519942996, 0.11741848015262181, 46, 32.88580814121952, 89.33333333333333, 'High Risk'),
(80398, 80, 14, '56:45.9', 37.49738311, 97.95873032603852, 112, 76, 60, 'Female', 98.44617317278104, 1.5920201677617254, 0.12071358324658048, 36, 38.842011151124126, 88, 'High Risk'),
(80399, 99, 18, '55:45.9', 36.650444168876824, 95.18834244822398, 124, 72, 38, 'Male', 86.92656157844564, 1.7655978664604524, 0.082027132, 52, 27.884888388364395, 89.33333333333333, 'High Risk'),
(80400, 70, 13, '54:45.9', 36.818058150226676, 98.81316177737071, 119, 82, 18, 'Male', 72.33603451209265, 1.9485221248767841, 0.13153754057579597, 37, 19.052150961159324, 94.33333333333333, 'Low Risk'),
(80401, 79, 15, '53:45.9', 37.056393975849836, 98.01569082253405, 114, 70, 37, 'Female', 79.48056284452791, 1.7169748235768574, 0.08043356, 44, 26.960818939865224, 84.66666666666667, 'Low Risk'),
(80402, 69, 17, '52:45.9', 36.76822348116989, 98.94762535088923, 138, 84, 65, 'Female', 98.72420182003668, 1.6069766139766384, 0.11542894224511353, 54, 38.23001936139111, 102, 'High Risk'),
(80403, 61, 18, '51:45.9', 36.10970490399337, 95.42852901023224, 127, 85, 70, 'Male', 55.97381714409785, 1.862601477380526, 0.05372402, 42, 16.134110926667393, 99, 'High Risk'),
(80404, 69, 14, '50:45.9', 36.805513966876596, 97.9668933, 125, 74, 29, 'Female', 87.74329988020801, 1.8358886736918043, 0.082708143, 51, 26.032823771751303, 91, 'Low Risk'),
(80405, 64, 13, '49:45.9', 37.07911210658152, 95.15927168389368, 134, 88, 47, 'Female', 52.16012440887546, 1.5634752505419367, 0.10117284006401234, 46, 21.338141801069572, 103.33333333333333, 'Low Risk'),
(80406, 98, 16, '48:45.9', 36.57459788125923, 96.75907254, 130, 73, 25, 'Male', 73.26489162979423, 1.8681644486895044, 0.10277234262890109, 57, 20.99257460191677, 92, 'High Risk'),
(80407, 66, 14, '47:45.9', 36.06847113003025, 97.94493028289449, 124, 79, 24, 'Male', 90.36187824746887, 1.7413875836920494, 0.11360937001691176, 45, 29.798497209422198, 94, 'Low Risk'),
(80408, 66, 14, '46:45.9', 36.262638532452364, 99.90368183, 122, 73, 28, 'Male', 94.08418263511764, 1.9872145356707296, 0.1415571451977785, 49, 23.824681632094126, 89.33333333333333, 'Low Risk'),
(80409, 75, 12, '45:45.9', 36.98532276168478, 98.75427249028004, 126, 71, 54, 'Male', 83.52562152750352, 1.5418951704018968, 0.068169514, 55, 35.13257804811305, 89.33333333333333, 'High Risk'),
(80410, 96, 15, '44:45.9', 37.05951633838491, 96.54403322966304, 112, 75, 76, 'Female', 55.41956236051887, 1.853769964058381, 0.061870676, 37, 16.126919182918662, 87.33333333333333, 'High Risk'),
(80411, 73, 12, '43:45.9', 36.52514233584998, 98.39662458431637, 111, 80, 63, 'Female', 82.54570467389104, 1.7458323046107256, 0.087388805, 31, 27.082542207567947, 90.33333333333333, 'Low Risk'),
(80412, 60, 19, '42:45.9', 37.394599828285706, 97.59550639936165, 135, 78, 28, 'Female', 91.40705573, 1.8794383182211303, 0.13174689291178227, 57, 25.87757441752188, 97, 'Low Risk'),
(80413, 79, 12, '41:45.9', 36.03910510110342, 98.82454863052413, 131, 71, 72, 'Female', 95.43104262761271, 1.5561844327771146, 0.12993475308384994, 60, 39.406470249642844, 91, 'High Risk'),
(80414, 85, 19, '40:45.9', 36.64603255478233, 99.42583399870479, 113, 76, 37, 'Female', 80.52415913476676, 1.6377944785717249, 0.06723679, 37, 30.019772253140633, 88.33333333333333, 'High Risk'),
(80415, 81, 16, '39:45.9', 36.10594809108258, 96.50258101543766, 112, 82, 19, 'Female', 80.38623913059482, 1.5022095061008622, 0.11401512010588118, 30, 35.62219681883872, 92, 'High Risk'),
(80416, 97, 15, '38:45.9', 36.43986067434699, 97.27387784292227, 127, 70, 52, 'Female', 55.92676124420699, 1.698757553736167, 0.11353077552047326, 57, 19.38013812467662, 89, 'High Risk'),
(80417, 75, 13, '37:45.9', 36.13013840254418, 99.51317731607261, 110, 84, 25, 'Female', 98.44051555115627, 1.888789111090008, 0.096639074, 26, 27.593509420761084, 92.66666666666667, 'Low Risk'),
(80418, 69, 15, '36:45.9', 37.032446784831016, 96.43388738, 135, 83, 34, 'Male', 93.47761288991657, 1.8483860122661009, 0.096235126, 52, 27.360388939730274, 100.33333333333333, 'Low Risk'),
(80419, 85, 16, '35:45.9', 36.19558189924987, 99.82934771, 139, 71, 45, 'Male', 96.59861752277236, 1.5490554545147537, 0.069775847, 68, 40.25658962128501, 93.66666666666666, 'High Risk'),
(80420, 64, 12, '34:45.9', 36.89349958584601, 99.65449500878992, 128, 76, 22, 'Male', 68.80595732561395, 1.523394090475593, 0.13381207310294446, 52, 29.648416887033008, 93.33333333333333, 'Low Risk'),
(80421, 75, 12, '33:45.9', 36.137804548469134, 98.60201729599412, 111, 87, 78, 'Female', 53.04139314371864, 1.6791602248045074, 0.059813966457663986, 24, 18.81181268706121, 95, 'Low Risk'),
(80422, 88, 18, '32:45.9', 36.327850017385806, 97.15416157524744, 131, 79, 63, 'Female', 65.81112849871937, 1.5482829523546726, 0.097963073, 52, 27.453560324300298, 96.33333333333333, 'Low Risk'),
(80423, 76, 17, '31:45.9', 37.08798086868234, 95.63415055, 127, 82, 42, 'Male', 76.20046455085938, 1.8525699180594835, 0.079886951, 45, 22.20283357187238, 97, 'Low Risk'),
(80424, 90, 16, '30:45.9', 36.234182487857446, 98.11706696986336, 113, 80, 21, 'Male', 84.54592009275635, 1.618771986472537, 0.12585448232661356, 33, 32.26422922800079, 91, 'High Risk'),
(80425, 72, 14, '29:45.9', 36.81484223098887, 97.01166174556141, 124, 87, 21, 'Male', 97.00630128019122, 1.675215788472025, 0.056128171, 37, 34.56674062703468, 99.33333333333333, 'High Risk'),
(80426, 70, 12, '28:45.9', 36.36818318, 97.11986719077984, 139, 83, 39, 'Female', 85.88387575822799, 1.7620726194206824, 0.052612417, 56, 27.660754961071728, 101.66666666666666, 'Low Risk'),
(80427, 92, 14, '27:45.9', 37.07655022264696, 97.31399197015217, 135, 74, 52, 'Male', 58.05862865556736, 1.7556114413253392, 0.1423228058836522, 61, 18.83692326517144, 94.33333333333333, 'High Risk'),
(80428, 97, 12, '26:45.9', 36.86109597892131, 96.76872373276602, 127, 82, 39, 'Female', 84.48116206, 1.7042693352159066, 0.117250832, 45, 29.085961129622415, 97, 'High Risk'),
(80429, 79, 18, '25:45.9', 36.54927331164834, 98.01820410816158, 138, 77, 84, 'Female', 56.78372218134435, 1.996757109667084, 0.093254148, 61, 14.242078600723937, 97.33333333333333, 'High Risk'),
(80430, 92, 15, '24:45.9', 36.596687925072246, 97.2503999, 122, 71, 75, 'Female', 58.79553594, 1.7375927742072077, 0.12283261399077099, 51, 19.473694368377117, 88, 'High Risk'),
(80431, 87, 12, '23:45.9', 36.71599305796755, 98.24772611, 120, 77, 70, 'Female', 81.51576971528115, 1.9967199599884184, 0.1087407733836868, 43, 20.44595097331621, 91.33333333333333, 'Low Risk'),
(80432, 63, 19, '22:45.9', 37.37890951599796, 95.96595548720475, 110, 77, 52, 'Female', 94.30665544727947, 1.7702391474650483, 0.12444732508930482, 33, 30.09389918989095, 88, 'High Risk'),
(80433, 74, 13, '21:45.9', 37.051585123620164, 98.63492222150701, 131, 87, 23, 'Male', 93.06285776980481, 1.5403984736954937, 0.13590249020539816, 44, 39.22023806042962, 101.66666666666667, 'High Risk'),
(80434, 98, 14, '20:45.9', 36.28638969933434, 97.26897944006149, 117, 84, 49, 'Female', 94.81605578537295, 1.9116619938053168, 0.057845221652041104, 33, 25.945358351892995, 95, 'High Risk'),
(80435, 81, 19, '19:45.9', 36.26310275, 95.45645770247232, 134, 83, 82, 'Male', 51.672303838668974, 1.5776422951331162, 0.13644742613469074, 51, 20.76064028880285, 100, 'Low Risk'),
(80436, 60, 19, '18:45.9', 36.26991328581573, 97.95975594616364, 123, 84, 76, 'Male', 96.48152744258368, 1.6012427058518413, 0.11278219305952648, 39, 37.62962076980585, 97, 'High Risk'),
(80437, 64, 12, '17:45.9', 37.19460884978343, 96.38528501, 127, 73, 85, 'Female', 83.7578778, 1.5192452614997796, 0.084852155, 54, 36.288572460363554, 91, 'High Risk'),
(80438, 78, 13, '16:45.9', 37.22926166848279, 97.06540952906434, 139, 79, 34, 'Female', 60.124624863535885, 1.7024241181967679, 0.069046171, 60, 20.74516307435473, 99, 'Low Risk'),
(80439, 79, 13, '15:45.9', 36.295948315254805, 96.54712105, 118, 81, 41, 'Male', 90.80348022129323, 1.9239227426807264, 0.098999607, 37, 24.53167696, 93.33333333333333, 'Low Risk'),
(80440, 93, 12, '14:45.9', 36.035845718065104, 99.66648614366433, 133, 85, 33, 'Female', 75.26175020633809, 1.7543566356570248, 0.055246026, 48, 24.45336024188762, 101, 'High Risk'),
(80441, 80, 18, '13:45.9', 36.85179621440738, 98.45009765413718, 138, 75, 88, 'Female', 73.15691988341756, 1.8132387739942177, 0.11330347462570461, 63, 22.25078910203904, 96, 'Low Risk'),
(80442, 73, 17, '12:45.9', 37.462726038837545, 95.01763483603766, 110, 81, 30, 'Female', 63.84053792041743, 1.742737056114509, 0.053585042, 29, 21.020004573272523, 90.66666666666667, 'Low Risk'),
(80443, 96, 16, '11:45.9', 36.14634408493376, 98.31602022973695, 127, 83, 63, 'Male', 50.492262780383406, 1.5082286623532573, 0.050034655, 44, 22.19680435, 97.66666666666667, 'High Risk'),
(80444, 66, 16, '10:45.9', 36.53083890528886, 98.39651569287675, 119, 72, 40, 'Female', 96.69536200921951, 1.9980936514115528, 0.11396908595856231, 47, 24.21999024165441, 87.66666666666667, 'Low Risk'),
(80445, 98, 15, '09:45.9', 36.13621213912039, 96.91617499255402, 125, 77, 83, 'Male', 55.26495484851061, 1.7803893641682187, 0.071988601, 48, 17.434915109884354, 93, 'High Risk'),
(80446, 90, 16, '08:45.9', 36.301245429220735, 99.79955267930613, 119, 78, 18, 'Female', 82.1702575, 1.7769044927912143, 0.13528472753084406, 41, 26.02474465231414, 91.66666666666667, 'Low Risk'),
(80447, 77, 13, '07:45.9', 36.54947904995975, 99.79899055858866, 117, 87, 80, 'Female', 83.81680153, 1.8995608729309552, 0.10604214054107469, 30, 23.22868652686009, 97, 'Low Risk'),
(80448, 88, 14, '06:45.9', 36.00171252, 98.41243530829908, 133, 78, 85, 'Male', 84.31674956589822, 1.6172089859185586, 0.13861383420765594, 55, 32.23900016115011, 96.33333333333333, 'High Risk'),
(80449, 69, 13, '05:45.9', 36.549861641793385, 99.58213576784208, 131, 77, 54, 'Female', 64.07940681596305, 1.8917191370597517, 0.09134088, 54, 17.906271629653148, 95, 'High Risk'),
(80450, 85, 19, '04:45.9', 36.590093108989684, 95.44245307, 136, 89, 88, 'Male', 53.80930153980222, 1.8564988686086559, 0.1264653982940227, 47, 15.612339151801837, 104.66666666666667, 'High Risk'),
(80451, 87, 12, '03:45.9', 36.533903690052995, 99.34189877490938, 123, 82, 80, 'Male', 87.60340893535226, 1.8724767038677157, 0.14392908392344228, 41, 24.985506623401278, 95.66666666666667, 'Low Risk'),
(80452, 80, 16, '02:45.9', 36.51224186995211, 96.31816698273889, 115, 70, 69, 'Male', 65.86544929616741, 1.955789690611524, 0.09743412, 45, 17.21921519, 85, 'High Risk'),
(80453, 89, 14, '01:45.9', 36.83268943, 98.12325395614658, 139, 88, 43, 'Male', 79.64726705736555, 1.5990439516931265, 0.12079390530423122, 51, 31.14942802001733, 105, 'High Risk'),
(80454, 72, 16, '00:45.9', 36.09664298, 96.89187046, 132, 83, 33, 'Female', 80.42039602921113, 1.8710174759296623, 0.10250263096803378, 49, 22.972619508649437, 99.33333333333333, 'Low Risk'),
(80455, 92, 14, '59:45.9', 36.714170622991396, 96.55217035158763, 130, 82, 82, 'Female', 83.99259055931904, 1.6133840563563646, 0.10835190010181994, 48, 32.267510089577705, 98, 'High Risk'),
(80456, 63, 12, '58:45.9', 37.48327961190597, 97.20868008446045, 125, 83, 51, 'Female', 98.22800663252423, 1.6487960348826887, 0.070624987, 42, 36.132787102758755, 97, 'High Risk'),
(80457, 66, 13, '57:45.9', 36.17270713725051, 99.04964946, 124, 71, 46, 'Male', 52.04819861461771, 1.7392747900045875, 0.10456498564091031, 53, 17.205579275918602, 88.66666666666666, 'High Risk'),
(80458, 72, 15, '56:45.9', 36.818633928705424, 96.92625189503512, 122, 85, 23, 'Male', 98.38300005878637, 1.8867696240296343, 0.10741364121949652, 37, 27.63645347397678, 97.33333333333333, 'Low Risk'),
(80459, 83, 17, '55:45.9', 37.25638649292218, 98.89180424615908, 125, 70, 43, 'Male', 88.91310030922602, 1.710907078795157, 0.092640059, 55, 30.374763666541252, 88.33333333333333, 'High Risk'),
(80460, 86, 19, '54:45.9', 36.60530556314172, 99.74827937187627, 111, 82, 89, 'Female', 86.77424327, 1.898250789013602, 0.10405556374483127, 29, 24.081506759959648, 91.66666666666667, 'Low Risk'),
(80461, 79, 14, '53:45.9', 36.19850413905751, 95.89100278536664, 132, 88, 60, 'Male', 66.40453414425677, 1.5823150676978213, 0.14382181629697022, 44, 26.522338091211115, 102.66666666666667, 'Low Risk'),
(80462, 64, 18, '52:45.9', 36.62207113547537, 96.51102099006782, 136, 72, 33, 'Female', 76.40236877550431, 1.9419147075751035, 0.1425421362535439, 64, 20.260330316778962, 93.33333333333333, 'Low Risk'),
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(80639, 84, 14, '55:45.9', 37.03789742582433, 95.69215454, 133, 80, 80, 'Male', 94.88288450915977, 1.6770893441585553, 0.13150027976497874, 53, 33.734593399718165, 97.66666666666666, 'High Risk'),
(80640, 71, 19, '54:45.9', 37.30419321433571, 95.67054945, 135, 78, 18, 'Female', 83.24294437797457, 1.732595361061284, 0.12279589953516575, 57, 27.730208734787883, 97, 'Low Risk'),
(80641, 71, 14, '53:45.9', 36.777862693912766, 95.25605418, 128, 74, 67, 'Male', 54.73255469950081, 1.7709003285362472, 0.055058469557525594, 54, 17.45249341219883, 92, 'High Risk'),
(80642, 65, 15, '52:45.9', 37.12139373389985, 99.64254579214926, 130, 70, 43, 'Female', 55.03431335246384, 1.8064245119258848, 0.060264021196209286, 60, 16.865294021937583, 90, 'High Risk'),
(80643, 79, 14, '51:45.9', 37.45772539196331, 96.53309294, 131, 88, 73, 'Female', 71.11072094789766, 1.6224252186769714, 0.1364025978265483, 43, 27.015045610428842, 102.33333333333333, 'Low Risk'),
(80644, 77, 17, '50:45.9', 36.03347747346775, 98.51818812658045, 127, 87, 80, 'Male', 76.45447411926543, 1.9133750980907915, 0.081437879, 40, 20.883470371621755, 100.33333333333333, 'Low Risk'),
(80645, 91, 16, '49:45.9', 36.78750349140993, 99.72722322462667, 110, 79, 72, 'Female', 55.82321035496893, 1.7175385316601226, 0.096864637, 31, 18.92351597031671, 89.33333333333333, 'High Risk'),
(80646, 62, 16, '48:45.9', 36.80827048057486, 95.87119486755537, 136, 75, 55, 'Male', 81.17866627413372, 1.501221013916556, 0.14913807895292797, 61, 36.02074093059085, 95.33333333333333, 'High Risk'),
(80647, 83, 16, '47:45.9', 37.44633772898576, 97.52403507344907, 116, 83, 89, 'Female', 92.19732235067201, 1.7585163927538532, 0.14392828763879206, 33, 29.81435826944052, 94, 'Low Risk'),
(80648, 72, 13, '46:45.9', 36.11319181492502, 96.05595729530602, 135, 79, 36, 'Male', 50.85376903339652, 1.7030119027373107, 0.1318340994462806, 56, 17.534273626065346, 97.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(80649, 99, 12, '45:45.9', 37.11476477, 97.70733993015588, 124, 86, 89, 'Female', 86.67314217, 1.5851557569334176, 0.13105757499516796, 38, 34.493769489538266, 98.66666666666667, 'High Risk'),
(80650, 97, 19, '44:45.9', 36.578599831362254, 96.60710431, 130, 75, 81, 'Female', 91.54406602718431, 1.6862245284240889, 0.1217516477646858, 55, 32.19581278424249, 93.33333333333333, 'High Risk'),
(80651, 83, 18, '43:45.9', 37.23473880384244, 98.67494479640425, 115, 86, 60, 'Male', 92.17744488, 1.560458609207842, 0.1119373598239293, 29, 37.85473046993244, 95.66666666666667, 'High Risk'),
(80652, 91, 17, '42:45.9', 36.29772313764946, 96.77429121, 138, 71, 70, 'Female', 77.53570387814146, 1.941874904606063, 0.11161196797411041, 67, 20.561710268494334, 93.33333333333333, 'High Risk'),
(80653, 81, 12, '41:45.9', 36.314931843542205, 96.75599829, 124, 77, 45, 'Female', 53.57215551759588, 1.5445805124440144, 0.060451292, 47, 22.45525641377937, 92.66666666666667, 'Low Risk'),
(80654, 77, 15, '40:45.9', 36.08317850764472, 96.29170599338599, 126, 89, 62, 'Female', 96.98935890179078, 1.6843002813461143, 0.14433420766689356, 37, 34.18889357021518, 101.33333333333333, 'High Risk'),
(80655, 78, 18, '39:45.9', 36.45506302963166, 95.62468064224713, 138, 83, 56, 'Male', 53.592443362817505, 1.5914502324495383, 0.095547159, 55, 21.160086254672034, 101.33333333333333, 'Low Risk'),
(80656, 89, 18, '38:45.9', 36.18310763, 99.02007519309815, 129, 77, 65, 'Female', 93.34035040581827, 1.9898455837137552, 0.12791827730386582, 52, 23.57385868811497, 94.33333333333333, 'Low Risk'),
(80657, 93, 18, '37:45.9', 37.42048724060921, 97.77841428511834, 134, 79, 35, 'Male', 74.39184173615018, 1.6316879486026699, 0.091452656, 55, 27.94158891818842, 97.33333333333333, 'High Risk'),
(80658, 99, 13, '36:45.9', 37.489767853495884, 98.05321130133152, 137, 76, 65, 'Male', 82.96108981654747, 1.703071842452455, 0.117058396, 61, 28.60279748671392, 96.33333333333333, 'High Risk'),
(80659, 82, 14, '35:45.9', 36.07557235445837, 97.13752936470945, 123, 75, 74, 'Female', 85.25833787909895, 1.7421914904298768, 0.13930064076169804, 48, 28.08956964428913, 91, 'Low Risk'),
(80660, 78, 19, '34:45.9', 37.24739385229161, 95.18259953065343, 117, 70, 23, 'Male', 64.24012171279425, 1.778966585791449, 0.09279165, 47, 20.298819110073392, 85.66666666666667, 'Low Risk'),
(80661, 95, 18, '33:45.9', 37.26903791672524, 97.76052887620955, 112, 86, 79, 'Female', 93.43419201872689, 1.8876607753845183, 0.11991094684105146, 26, 26.22152411924597, 94.66666666666667, 'High Risk'),
(80662, 67, 17, '32:45.9', 37.36528299827217, 99.26141930255315, 131, 71, 36, 'Female', 92.94423889499222, 1.913426544809756, 0.065707296, 60, 25.386269500207483, 91, 'Low Risk'),
(80663, 63, 19, '31:45.9', 36.82886754540095, 99.30183510550944, 136, 80, 25, 'Male', 53.47027358491703, 1.8798698363377113, 0.11233159107155125, 56, 15.130624289456003, 98.66666666666666, 'High Risk'),
(80664, 73, 16, '30:45.9', 36.63408780424897, 95.16012556, 123, 88, 22, 'Male', 64.52533392220478, 1.502861174862049, 0.1405857691228211, 35, 28.568835000404633, 99.66666666666667, 'Low Risk'),
(80665, 72, 14, '29:45.9', 36.77446387927423, 96.10958653626165, 111, 85, 39, 'Male', 96.80864306497953, 1.8069122922372642, 0.1291769911055458, 26, 29.651043917896576, 93.66666666666667, 'Low Risk'),
(80666, 75, 15, '28:45.9', 36.55907639855186, 97.58879583861776, 127, 78, 70, 'Female', 54.09699915955633, 1.9520474852923122, 0.13746130832232772, 49, 14.196863892296095, 94.33333333333333, 'High Risk'),
(80667, 72, 17, '27:45.9', 36.61240743066773, 98.72119740390761, 133, 80, 66, 'Male', 79.16396305002407, 1.5297550282067633, 0.14386975658478252, 53, 33.82857848920874, 97.66666666666666, 'High Risk'),
(80668, 73, 19, '26:45.9', 36.84418592688995, 95.21943388917786, 115, 81, 40, 'Female', 62.669540356809485, 1.7164353505356431, 0.1366195364400311, 34, 21.271671064934562, 92.33333333333333, 'Low Risk'),
(80669, 94, 14, '25:45.9', 36.79719024273367, 95.41554878338185, 113, 85, 35, 'Female', 56.75304256666351, 1.661004374668379, 0.10732911805469986, 28, 20.57063019221457, 94.33333333333333, 'High Risk'),
(80670, 60, 18, '24:45.9', 36.980642979599594, 97.42269346514334, 111, 82, 58, 'Male', 91.02731244575489, 1.6411664449020062, 0.13434737300343452, 29, 33.79609037528913, 91.66666666666667, 'High Risk'),
(80671, 61, 14, '23:45.9', 36.745369190346295, 95.36995176939787, 111, 77, 28, 'Male', 95.08553920730408, 1.8602854377639704, 0.132052475, 34, 27.476113437644116, 88.33333333333333, 'Low Risk'),
(80672, 62, 12, '22:45.9', 36.15074238070832, 97.68589978106533, 121, 79, 24, 'Male', 66.40500937555831, 1.6546659553613994, 0.12896821379591922, 42, 24.253821641915376, 93, 'Low Risk'),
(80673, 63, 18, '21:45.9', 37.26395419280766, 99.59769529310661, 124, 77, 36, 'Male', 80.01764409802833, 1.5323215463074091, 0.05396845, 47, 34.07892948843911, 92.66666666666667, 'High Risk'),
(80674, 67, 15, '20:45.9', 37.005217681501584, 96.87114610888055, 126, 80, 69, 'Male', 53.95450760277786, 1.5462428643606978, 0.087035914, 46, 22.566921414859035, 95.33333333333333, 'Low Risk'),
(80675, 65, 17, '19:45.9', 36.59871854357331, 98.81096664066234, 117, 75, 80, 'Female', 96.92244478519939, 1.713704908, 0.1010774265834967, 42, 33.00291337213273, 89, 'High Risk'),
(80676, 68, 19, '18:45.9', 37.07471080966243, 98.03069010283075, 114, 84, 72, 'Male', 66.31373055608714, 1.936022660355801, 0.10988576791862403, 30, 17.692230459097154, 94, 'High Risk'),
(80677, 83, 18, '17:45.9', 36.94693985017821, 96.44176830744996, 136, 83, 28, 'Female', 60.89570507843251, 1.7098633580184273, 0.08330545, 53, 20.82878092517818, 100.66666666666666, 'Low Risk'),
(80678, 78, 13, '16:45.9', 36.348438550984724, 95.07047410639093, 116, 73, 21, 'Female', 99.89576653476713, 1.946279282971102, 0.12928201233425357, 43, 26.371617257641056, 87.33333333333333, 'Low Risk'),
(80679, 77, 19, '15:45.9', 36.32555533791069, 96.88685546155132, 123, 79, 40, 'Female', 82.96874257542646, 1.9312929795136278, 0.056897552, 44, 22.24427137185686, 93.66666666666667, 'Low Risk'),
(80680, 76, 12, '14:45.9', 36.69125476083919, 96.13064174284322, 119, 82, 33, 'Male', 79.87537704158841, 1.5981218544824314, 0.094834639, 37, 31.27469911, 94.33333333333333, 'High Risk'),
(80681, 72, 12, '13:45.9', 37.29361077278167, 95.74016055, 122, 72, 72, 'Male', 71.43360008701192, 1.585223096649774, 0.089527491, 50, 28.426392962990427, 88.66666666666666, 'Low Risk'),
(80682, 98, 15, '12:45.9', 36.154004512383494, 99.93107422029266, 120, 85, 40, 'Male', 81.83870755, 1.5489899057421164, 0.1098667917601204, 35, 34.1084188, 96.66666666666667, 'High Risk'),
(80683, 70, 13, '11:45.9', 36.64820697486243, 98.54387699712578, 125, 84, 20, 'Female', 60.80983139, 1.6988583809555948, 0.12658359066291425, 41, 21.069753035767317, 97.66666666666667, 'Low Risk'),
(80684, 82, 13, '10:45.9', 36.470683012599345, 96.6051306, 122, 75, 86, 'Female', 51.62565397023338, 1.7792068716737677, 0.14189304604979097, 47, 16.308449444260056, 90.66666666666667, 'High Risk'),
(80685, 76, 13, '09:45.9', 36.73328162653155, 95.99412486960554, 138, 81, 68, 'Female', 61.036097312914336, 1.628533435097527, 0.082039585, 57, 23.01406831683481, 100, 'Low Risk'),
(80686, 96, 12, '08:45.9', 36.121131437579024, 96.62781220031829, 110, 86, 64, 'Male', 59.83751767442284, 1.545821178431248, 0.082146792, 24, 25.04119572385944, 94, 'High Risk'),
(80687, 77, 14, '07:45.9', 36.442236851993734, 99.10294036418816, 126, 71, 27, 'Male', 93.01704561646278, 1.7238516667826098, 0.057852194, 55, 31.301327405736988, 89.33333333333333, 'High Risk'),
(80688, 87, 15, '06:45.9', 36.048831002693326, 96.96404610387201, 130, 85, 40, 'Female', 59.820529248755655, 1.8872503992849725, 0.078127169, 45, 16.795432783140896, 100, 'High Risk'),
(80689, 70, 13, '05:45.9', 36.150592653047276, 98.96112180229827, 114, 80, 81, 'Male', 71.92129046619297, 1.9379187264799604, 0.11981820472473982, 34, 19.150774937230306, 91.33333333333333, 'Low Risk'),
(80690, 79, 14, '04:45.9', 36.504163953276716, 97.37824198790173, 116, 85, 69, 'Male', 90.49262775590367, 1.7942456949598125, 0.11946263694938555, 31, 28.10925749161748, 95.33333333333333, 'Low Risk'),
(80691, 84, 14, '03:45.9', 36.36298360988689, 95.33621344598578, 135, 87, 61, 'Male', 93.22619216316366, 1.879567861348929, 0.12164513606142995, 48, 26.38893873739698, 103, 'Low Risk'),
(80692, 63, 17, '02:45.9', 37.06260407472183, 95.34225300498962, 132, 83, 74, 'Female', 55.86234747723982, 1.5414928248845419, 0.14791793340777842, 49, 23.509108846290673, 99.33333333333333, 'Low Risk'),
(80693, 66, 17, '01:45.9', 36.63254331658888, 96.25332493959104, 139, 76, 89, 'Female', 99.48170635093098, 1.6192278797692177, 0.10641656196523501, 63, 37.94261683, 97, 'High Risk'),
(80694, 99, 14, '00:45.9', 37.110264977821714, 96.66397259633246, 120, 75, 75, 'Female', 95.09386847091588, 1.6455057523163035, 0.13104381410678123, 45, 35.119935161500216, 90, 'High Risk'),
(80695, 68, 18, '59:45.9', 36.024304226475635, 96.34471955409342, 121, 87, 44, 'Female', 71.87255517953676, 1.5186308754079088, 0.10016193963986891, 34, 31.16439027, 98.33333333333333, 'High Risk'),
(80696, 75, 12, '58:45.9', 36.87318674802001, 99.61821585143936, 129, 71, 22, 'Female', 57.64406973690332, 1.919799798757854, 0.094455552, 58, 15.64021616816937, 90.33333333333333, 'High Risk'),
(80697, 91, 14, '57:45.9', 36.05090908472765, 96.54286722739627, 121, 75, 71, 'Female', 65.87349419623864, 1.8136844099450906, 0.080323752, 46, 20.025679487280673, 90.33333333333333, 'High Risk'),
(80698, 68, 15, '56:45.9', 36.805098493544556, 98.46769948765521, 117, 72, 47, 'Male', 60.75150949722044, 1.9672608375363425, 0.14900832559316635, 45, 15.697597180474526, 87, 'High Risk'),
(80699, 83, 13, '55:45.9', 36.46834547730463, 99.60429177675604, 122, 72, 89, 'Female', 55.196067941258136, 1.7370964286283703, 0.12059937367878308, 50, 18.29196179962284, 88.66666666666666, 'High Risk'),
(80700, 65, 16, '54:45.9', 36.46694924474546, 96.10540896810231, 112, 73, 46, 'Female', 65.43809552140824, 1.6212717042450873, 0.14632702932333863, 39, 24.89539636357683, 86, 'Low Risk'),
(80701, 94, 19, '53:45.9', 37.07135103, 96.33714569809922, 116, 89, 32, 'Female', 79.90409105057537, 1.5756230111661822, 0.12913245672355905, 27, 32.18580575109101, 98, 'High Risk'),
(80702, 87, 15, '52:45.9', 36.888894487596154, 97.84948314, 120, 78, 60, 'Female', 71.81656038449191, 1.5372965901761468, 0.055123109, 42, 30.388500679682117, 92, 'High Risk'),
(80703, 68, 14, '51:45.9', 36.85019719720386, 99.82174501, 134, 81, 31, 'Female', 59.73760062957759, 1.7986372701041282, 0.052868412, 53, 18.465479876501835, 98.66666666666666, 'High Risk'),
(80704, 95, 14, '50:45.9', 37.02411533470744, 97.06990618276618, 128, 79, 87, 'Female', 54.76724188783047, 1.8473621640518985, 0.055279767714184094, 49, 16.04784721714465, 95.33333333333333, 'High Risk'),
(80705, 78, 15, '49:45.9', 37.45561252548287, 95.02499410262725, 120, 81, 22, 'Female', 97.00183870008756, 1.7841829309231263, 0.088867718, 39, 30.472017293055217, 94, 'High Risk'),
(80706, 77, 18, '48:45.9', 36.30350772690926, 96.24953143435135, 117, 73, 63, 'Female', 57.27225266327732, 1.9557855774916169, 0.066353202, 44, 14.972757368648962, 87.66666666666667, 'High Risk'),
(80707, 77, 12, '47:45.9', 36.41903247042151, 99.37825320599333, 111, 73, 45, 'Male', 61.59558053439245, 1.645245290028099, 0.13732694843274296, 38, 22.755597343998563, 85.66666666666667, 'Low Risk'),
(80708, 71, 19, '46:45.9', 37.14201259913305, 99.01229402089365, 130, 88, 76, 'Female', 57.69951378197671, 1.6969738607877263, 0.088537157, 42, 20.036499412327473, 102, 'Low Risk'),
(80709, 75, 17, '45:45.9', 36.078615462393614, 96.00044934, 136, 84, 57, 'Male', 86.37398629018975, 1.6316736976568473, 0.083378023, 52, 32.442651229816036, 101.33333333333333, 'High Risk'),
(80710, 64, 13, '44:45.9', 37.084983029438035, 99.86690083, 118, 70, 74, 'Female', 64.00121093748088, 1.7043769209716315, 0.12335750125568896, 48, 22.032151111239916, 86, 'Low Risk'),
(80711, 61, 13, '43:45.9', 36.74938034438253, 96.11184701161795, 135, 76, 76, 'Female', 52.231017489550275, 1.8158686850463415, 0.05859416, 59, 15.840161595388146, 95.66666666666666, 'High Risk'),
(80712, 77, 13, '42:45.9', 37.47708371405634, 99.59573488195034, 128, 78, 52, 'Male', 77.63043415565544, 1.843120797507049, 0.1290412570193015, 50, 22.852010538879743, 94.66666666666666, 'Low Risk'),
(80713, 92, 12, '41:45.9', 36.61274138, 99.77461962, 125, 73, 77, 'Male', 81.47570303297286, 1.6204289982442466, 0.060513527276371576, 52, 31.029023166392232, 90.33333333333333, 'High Risk'),
(80714, 78, 12, '40:45.9', 36.658993607496676, 99.58954262381064, 136, 73, 48, 'Male', 65.34227088851873, 1.9821645953647842, 0.064586805, 63, 16.630863322620275, 94, 'High Risk'),
(80715, 91, 19, '39:45.9', 36.318241433424845, 96.06624345598411, 134, 78, 29, 'Male', 78.80834277690465, 1.829147399843951, 0.099832589, 56, 23.55454866191641, 96.66666666666666, 'High Risk'),
(80716, 67, 17, '38:45.9', 36.13426971428729, 97.11558579022132, 118, 72, 89, 'Male', 71.45821195705292, 1.7783421538508821, 0.10467470210408267, 46, 22.595476210422575, 87.33333333333333, 'Low Risk'),
(80717, 65, 15, '37:45.9', 36.13477691268059, 95.58703000339676, 116, 77, 64, 'Male', 99.10745154185005, 1.779100182925078, 0.061476826, 39, 31.311617289800658, 90, 'High Risk'),
(80718, 77, 14, '36:45.9', 37.10971500408991, 97.66426153900126, 127, 82, 23, 'Female', 85.24431542157727, 1.885677103416546, 0.051352268, 45, 23.973462939717468, 97, 'Low Risk'),
(80719, 75, 19, '35:45.9', 37.08730755197259, 95.91480667539155, 114, 72, 65, 'Female', 69.66017900082582, 1.9353863939202924, 0.1002986513335273, 42, 18.59727097007197, 86, 'Low Risk'),
(80720, 84, 12, '34:45.9', 36.45673132288663, 95.29435551, 119, 87, 67, 'Female', 55.82346272455856, 1.5283482125725147, 0.13455190271039033, 32, 23.898582672265665, 97.66666666666667, 'Low Risk'),
(80721, 94, 12, '33:45.9', 36.60733598199346, 95.39390567983088, 121, 89, 31, 'Male', 65.99670627164102, 1.566521498235172, 0.11059812878439249, 32, 26.893637264160525, 99.66666666666667, 'High Risk'),
(80722, 84, 18, '32:45.9', 36.61866295026767, 97.99142869840198, 119, 72, 74, 'Male', 96.41551276, 1.6354448781565833, 0.1266244898359647, 47, 36.04749524420794, 87.66666666666667, 'High Risk'),
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(80900, 92, 15, '34:45.9', 37.26255783322119, 96.026037, 125, 78, 83, 'Female', 97.35764048493971, 1.5685022290545376, 0.11873090899459393, 47, 39.573071481830816, 93.66666666666667, 'High Risk'),
(80901, 61, 13, '33:45.9', 36.14262320913864, 98.55034997618324, 131, 73, 64, 'Female', 76.50348470679373, 1.9066400258807163, 0.074341674, 58, 21.044751689904324, 92.33333333333333, 'Low Risk'),
(80902, 83, 19, '32:45.9', 36.147006330458765, 96.74517787732768, 132, 84, 48, 'Male', 55.75850185271227, 1.7392829765457347, 0.13023842883025505, 48, 18.431921149838022, 100, 'High Risk'),
(80903, 99, 19, '31:45.9', 37.31394066069148, 99.94138747811853, 115, 78, 73, 'Male', 79.32850435, 1.579326958011853, 0.076763543, 37, 31.804250770141188, 90.33333333333333, 'High Risk'),
(80904, 96, 14, '30:45.9', 37.39320052061214, 96.49625062072093, 130, 72, 81, 'Male', 56.74299364614715, 1.7686985054149567, 0.053593302751378406, 58, 18.13863605378557, 91.33333333333333, 'High Risk'),
(80905, 62, 19, '29:45.9', 37.32926155598782, 99.60188789244563, 115, 77, 46, 'Male', 78.32823311165396, 1.8024955212690479, 0.096654786, 38, 24.108486206381308, 89.66666666666667, 'Low Risk'),
(80906, 83, 16, '28:45.9', 37.17011278854874, 96.55325341501526, 136, 82, 45, 'Male', 79.93683368888189, 1.6615082623718642, 0.11694980375569859, 54, 28.95622424175801, 100, 'Low Risk'),
(80907, 79, 15, '27:45.9', 36.48938099314173, 97.90357828, 124, 79, 30, 'Female', 85.40331141345146, 1.5250756224431923, 0.10740247740233844, 45, 36.71909357758932, 94, 'High Risk'),
(80908, 75, 15, '26:45.9', 37.20721766794105, 97.61342470630812, 112, 71, 45, 'Female', 63.449732367181035, 1.8081605636594889, 0.056341413, 41, 19.406883940450324, 84.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(80909, 66, 18, '25:45.9', 36.65592754164181, 95.77245971627372, 120, 84, 50, 'Male', 92.50186644, 1.7016833444153812, 0.093331975, 36, 31.94427231735787, 96, 'High Risk'),
(80910, 75, 18, '24:45.9', 36.566609280752665, 98.08358000988616, 114, 72, 30, 'Male', 63.09168021934088, 1.6030877924367841, 0.13099905330622447, 42, 24.55033821, 86, 'Low Risk'),
(80911, 94, 19, '23:45.9', 36.16231428212386, 96.20846824777571, 123, 77, 46, 'Male', 77.19494434, 1.5780825965876208, 0.1202034787675292, 46, 30.99769477982287, 92.33333333333333, 'High Risk'),
(80912, 61, 18, '22:45.9', 37.45257915027734, 98.46010830920622, 132, 87, 44, 'Male', 79.49644843105075, 1.5116695797579698, 0.1382208286807688, 45, 34.78836190743979, 102, 'High Risk'),
(80913, 71, 16, '21:45.9', 37.34891449213173, 98.26122716, 138, 72, 34, 'Male', 50.61556373624743, 1.9062982446179044, 0.074008943, 66, 13.92843693995456, 94, 'High Risk'),
(80914, 96, 16, '20:45.9', 36.02935249041796, 99.66395853649146, 118, 81, 78, 'Male', 88.43451268443299, 1.600504690492722, 0.11043155106132113, 37, 34.522948827357084, 93.33333333333333, 'High Risk'),
(80915, 88, 18, '19:45.9', 36.88616634166219, 99.73643649003326, 118, 71, 65, 'Male', 98.37098503607805, 1.9003423668417068, 0.1313549086483844, 47, 27.239762624784703, 86.66666666666667, 'Low Risk'),
(80916, 86, 16, '18:45.9', 36.89939759149449, 95.02051417744698, 113, 76, 87, 'Female', 68.09671612726612, 1.5533476777269224, 0.11713114973460928, 37, 28.222067365851657, 88.33333333333333, 'Low Risk'),
(80917, 79, 16, '17:45.9', 36.58749091868422, 99.28805595787018, 119, 89, 63, 'Male', 53.522013712879144, 1.730948289369461, 0.1491606160015368, 30, 17.863405514662478, 99, 'High Risk'),
(80918, 94, 17, '16:45.9', 37.04494540043507, 95.44151059529436, 136, 81, 64, 'Male', 63.352646404008894, 1.990694181658935, 0.050116825, 55, 15.986583742641601, 99.33333333333333, 'High Risk'),
(80919, 94, 12, '15:45.9', 37.301190905376444, 97.57871062377592, 127, 80, 51, 'Male', 54.21521706288511, 1.775999611795434, 0.1493473616293293, 47, 17.188400635859622, 95.66666666666667, 'High Risk'),
(80920, 79, 12, '14:45.9', 36.44760817588941, 95.47092356776268, 114, 71, 85, 'Male', 90.67268784647419, 1.7009647308942522, 0.062047952, 43, 31.339053259259845, 85.33333333333333, 'High Risk'),
(80921, 74, 15, '13:45.9', 37.466156882556085, 97.98103685593495, 123, 77, 32, 'Female', 79.38016132500854, 1.9075066400648217, 0.13535491394035376, 46, 21.816237876888724, 92.33333333333333, 'Low Risk'),
(80922, 79, 12, '12:45.9', 36.35405925, 99.45836195352554, 117, 88, 18, 'Male', 85.74425559002245, 1.9374215406638275, 0.073993041, 29, 22.843191798770434, 97.66666666666667, 'Low Risk'),
(80923, 87, 16, '11:45.9', 36.50329923392672, 96.27784228709756, 139, 76, 83, 'Male', 96.11768669788155, 1.8730073405480057, 0.13815694524805183, 63, 27.398346327941155, 97, 'Low Risk'),
(80924, 64, 13, '10:45.9', 36.64846993187926, 99.25212611361691, 133, 85, 35, 'Female', 76.29868027147857, 1.769109632893783, 0.10659818452738082, 48, 24.378530954132355, 101, 'Low Risk'),
(80925, 93, 17, '09:45.9', 37.40383733951022, 97.05515987443414, 134, 78, 26, 'Female', 89.78356925119198, 1.9072910501821139, 0.07424261, 56, 24.681009804787553, 96.66666666666666, 'High Risk'),
(80926, 81, 12, '08:45.9', 37.07965932, 96.31896306426356, 112, 89, 42, 'Male', 85.33256450187102, 1.6931032804714987, 0.14966190478473002, 23, 29.767879248612086, 96.66666666666667, 'Low Risk'),
(80927, 61, 18, '07:45.9', 37.19097636836227, 98.98098436764487, 135, 86, 32, 'Female', 90.17635769, 1.9271736738480065, 0.052237630776227964, 49, 24.280128510034043, 102.33333333333333, 'Low Risk'),
(80928, 64, 17, '06:45.9', 37.37855991881196, 97.05913969837545, 134, 82, 47, 'Female', 98.71849084653164, 1.5960595594629547, 0.096612213, 52, 38.75255310649348, 99.33333333333333, 'High Risk'),
(80929, 73, 18, '05:45.9', 36.29521252085679, 96.21840715618494, 136, 86, 51, 'Male', 54.22144452, 1.8924603604852608, 0.056353566418730384, 50, 15.139708049268023, 102.66666666666666, 'High Risk'),
(80930, 84, 13, '04:45.9', 37.072530102800194, 99.18668258, 113, 74, 80, 'Female', 79.95669936979989, 1.7917666514912083, 0.064309628, 39, 24.90531044759604, 87, 'Low Risk'),
(80931, 66, 14, '03:45.9', 36.872226177863155, 95.26513191889656, 121, 72, 49, 'Male', 72.07468466902301, 1.8413666597928722, 0.07342323, 49, 21.257011138077058, 88.33333333333333, 'Low Risk'),
(80932, 61, 18, '02:45.9', 36.02917194593071, 98.01487335083205, 126, 78, 43, 'Female', 98.25310911511937, 1.6014919928741704, 0.14119921531119745, 48, 38.308642160489235, 94, 'High Risk'),
(80933, 87, 16, '01:45.9', 36.67401554396705, 96.32147522107776, 136, 71, 26, 'Male', 82.34921108786179, 1.7667144597210778, 0.13408611692631178, 65, 26.383154205265363, 92.66666666666666, 'Low Risk'),
(80934, 64, 16, '00:45.9', 36.59938169809311, 95.83868801089692, 116, 82, 84, 'Female', 81.93865867370569, 1.5578895125492802, 0.11411868922066058, 34, 33.76101872971664, 93.33333333333333, 'High Risk'),
(80935, 70, 18, '59:45.9', 36.16034315449296, 96.88803944528549, 110, 81, 35, 'Female', 70.65093434007622, 1.764480274905025, 0.1348152567141227, 29, 22.69260189208824, 90.66666666666667, 'Low Risk'),
(80936, 77, 13, '58:45.9', 36.310683304416706, 95.20265625541249, 125, 70, 48, 'Female', 96.05197486250324, 1.9227940383563762, 0.085888384, 55, 25.980096787968904, 88.33333333333333, 'Low Risk'),
(80937, 74, 13, '57:45.9', 36.636366146874984, 99.70144454308854, 137, 82, 67, 'Female', 81.05077450440413, 1.9968457204506067, 0.1483501305559268, 55, 20.326759347246757, 100.33333333333333, 'Low Risk'),
(80938, 96, 12, '56:45.9', 37.01484736881972, 96.65374089165954, 121, 84, 32, 'Female', 79.23121829898733, 1.5148088636119728, 0.051544726017196243, 37, 34.52873427273042, 96.33333333333333, 'High Risk'),
(80939, 80, 12, '55:45.9', 36.57770588846137, 99.67507326361671, 134, 76, 19, 'Female', 69.47729813036922, 1.6741230990422693, 0.1394374861254587, 58, 24.789521485597366, 95.33333333333333, 'Low Risk'),
(80940, 93, 12, '54:45.9', 37.12569336775885, 96.97169522136718, 115, 88, 43, 'Female', 71.16666643618949, 1.500428781465551, 0.1280631923282013, 27, 31.611554345995863, 97, 'High Risk'),
(80941, 91, 19, '53:45.9', 36.03993260708896, 98.52508488018397, 113, 79, 53, 'Male', 66.18644499628142, 1.5082653452976702, 0.069810945, 34, 29.094677642276753, 90.33333333333333, 'High Risk'),
(80942, 84, 12, '52:45.9', 36.29352828160886, 97.95637324042498, 130, 76, 50, 'Male', 59.886859864218664, 1.8341109037514318, 0.12271343769934794, 54, 17.80247383680182, 94, 'High Risk'),
(80943, 86, 19, '51:45.9', 36.42100981707366, 98.75764927720454, 110, 77, 70, 'Female', 55.415206660950346, 1.8898630136362728, 0.060164168, 33, 15.515590401637343, 88, 'High Risk'),
(80944, 67, 16, '50:45.9', 36.232194704988714, 96.42969667, 127, 87, 24, 'Male', 70.91833385776114, 1.5626138331406016, 0.090561705, 40, 29.043917508743647, 100.33333333333333, 'Low Risk'),
(80945, 69, 14, '49:45.9', 36.927961377510336, 95.05181108301976, 139, 78, 70, 'Female', 74.50449294082537, 1.5192695284255746, 0.075059995, 61, 32.278460158476264, 98.33333333333333, 'High Risk'),
(80946, 61, 16, '48:45.9', 36.091577301484904, 97.01180539, 115, 83, 34, 'Male', 68.39896669138682, 1.761481317467409, 0.11798423371720887, 32, 22.044155107171484, 93.66666666666667, 'Low Risk'),
(80947, 64, 12, '47:45.9', 36.863501986194656, 98.22481826142791, 123, 88, 25, 'Male', 75.41269533747581, 1.9615227122748404, 0.072430443, 35, 19.600077155783698, 99.66666666666667, 'Low Risk'),
(80948, 78, 19, '46:45.9', 36.973623673590595, 95.67478037800333, 116, 76, 55, 'Female', 50.93215466012445, 1.743156467257618, 0.051243844, 40, 16.76174796406863, 89.33333333333333, 'High Risk'),
(80949, 82, 15, '45:45.9', 36.04686019391903, 97.89958279408636, 112, 71, 80, 'Male', 82.49131313763075, 1.8996680718640058, 0.051804768, 41, 22.858765372627605, 84.66666666666667, 'Low Risk'),
(80950, 69, 18, '44:45.9', 37.396917908524095, 97.87189286, 122, 82, 26, 'Female', 97.35849066118828, 1.6804570785524673, 0.10139331151246289, 40, 34.476167628249485, 95.33333333333333, 'High Risk'),
(80951, 70, 18, '43:45.9', 36.36222855829083, 97.11347813572633, 119, 79, 57, 'Female', 74.99782105333279, 1.9209502911670477, 0.079183559, 40, 20.324337237647914, 92.33333333333333, 'Low Risk'),
(80952, 95, 17, '42:45.9', 36.15985270903219, 97.90089929507535, 129, 80, 27, 'Female', 94.05004815, 1.746649815866781, 0.096445691, 49, 30.828141050795434, 96.33333333333333, 'High Risk'),
(80953, 76, 14, '41:45.9', 37.25522244850474, 97.75946022052797, 139, 83, 47, 'Male', 94.58654325, 1.6840717347269212, 0.10526014681134908, 56, 33.35094779259345, 101.66666666666666, 'High Risk'),
(80954, 67, 16, '40:45.9', 36.44476188996123, 99.48489886791117, 122, 76, 80, 'Female', 54.07057760123361, 1.5049348344600544, 0.086538743, 46, 23.87402361934518, 91.33333333333333, 'Low Risk'),
(80955, 88, 18, '39:45.9', 36.22677408, 95.08063461151816, 138, 78, 44, 'Male', 95.50064383124604, 1.5415041160234109, 0.14144795223190437, 60, 40.18989967, 98, 'High Risk'),
(80956, 93, 19, '38:45.9', 36.75930726885887, 98.37336192996304, 126, 89, 35, 'Male', 87.70659167862253, 1.6924564089690148, 0.12527728700729368, 37, 30.619440512497487, 101.33333333333333, 'High Risk'),
(80957, 95, 17, '37:45.9', 36.73283558962723, 95.81879195260119, 130, 79, 75, 'Male', 98.15612861678632, 1.7490608421836114, 0.12770961165622824, 51, 32.08540954709725, 96, 'High Risk'),
(80958, 74, 12, '36:45.9', 36.36073097105508, 96.87911541244384, 118, 70, 27, 'Male', 61.42461929706202, 1.7862635236630537, 0.080889302, 48, 19.25091665634343, 86, 'Low Risk'),
(80959, 98, 18, '35:45.9', 37.03161387470587, 95.97193728674607, 119, 81, 43, 'Female', 63.40649972204973, 1.5989110693837671, 0.088481096, 38, 24.80191191742931, 93.66666666666667, 'High Risk'),
(80960, 79, 16, '34:45.9', 36.22434209, 99.19944668928329, 130, 74, 67, 'Female', 90.28474003, 1.8212640437759964, 0.10948282837226084, 56, 27.218771804151118, 92.66666666666666, 'Low Risk'),
(80961, 77, 14, '33:45.9', 37.11603550046039, 98.48176477441474, 134, 70, 26, 'Male', 79.24647866591569, 1.7099694632661762, 0.13054530541998188, 64, 27.10211999165901, 91.33333333333333, 'Low Risk'),
(80962, 92, 17, '32:45.9', 37.12212032171869, 98.43853556598089, 127, 82, 19, 'Female', 73.47924076, 1.6333671879243148, 0.087305246, 45, 27.542097177264164, 97, 'High Risk'),
(80963, 65, 17, '31:45.9', 36.63975416864626, 98.13232228358656, 131, 85, 29, 'Female', 51.59035613094409, 1.7749258308349827, 0.05687232, 46, 16.37601042751156, 100.33333333333333, 'High Risk'),
(80964, 64, 12, '30:45.9', 36.180025916260504, 97.04044547, 135, 87, 84, 'Male', 97.00260863860308, 1.8289187900508153, 0.057222385, 48, 28.99977110563354, 103, 'Low Risk'),
(80965, 91, 12, '29:45.9', 37.089314788805815, 95.56830102700135, 121, 78, 71, 'Male', 79.76904627825111, 1.6250193324287774, 0.14339063009173372, 43, 30.20767746525862, 92.33333333333333, 'High Risk'),
(80966, 96, 14, '28:45.9', 36.43557925160896, 98.23451652674665, 125, 82, 49, 'Male', 51.32620511, 1.9192107333632311, 0.14548870309197395, 43, 13.934578213041254, 96.33333333333333, 'High Risk'),
(80967, 98, 15, '27:45.9', 36.795218013761534, 95.76293136977613, 118, 81, 59, 'Female', 56.85543610906625, 1.5954713199448072, 0.060782572, 37, 22.335413219742758, 93.33333333333333, 'High Risk'),
(80968, 65, 14, '26:45.9', 36.168539697870386, 96.90062642087354, 127, 74, 88, 'Female', 67.57388158409108, 1.9765219249607788, 0.1127290229293267, 53, 17.297191516915056, 91.66666666666666, 'High Risk'),
(80969, 75, 17, '25:45.9', 37.48364029364549, 96.59321409095672, 127, 79, 23, 'Female', 81.38055388530651, 1.5755697809788476, 0.14392865136801858, 48, 32.782748071786585, 95, 'High Risk'),
(80970, 72, 15, '24:45.9', 36.53445645096181, 96.57317380560205, 137, 73, 34, 'Male', 97.73350010978547, 1.8751592797819192, 0.1271129109531216, 64, 27.79502860992466, 94.33333333333333, 'Low Risk'),
(80971, 62, 12, '23:45.9', 36.300636739886514, 99.44602401409043, 133, 79, 85, 'Female', 83.72490608497986, 1.5979458164023013, 0.063805349, 54, 32.78918114035357, 97, 'High Risk'),
(80972, 79, 19, '22:45.9', 36.89376823, 99.50927552116563, 126, 83, 52, 'Female', 88.80844262969224, 1.7301993441501913, 0.12377669077490523, 43, 29.666203267031417, 97.33333333333333, 'Low Risk'),
(80973, 95, 13, '21:45.9', 36.83017906313045, 95.50000379064184, 114, 72, 66, 'Female', 94.17404433, 1.5491883380338562, 0.084458356, 42, 39.239438448710715, 86, 'High Risk'),
(80974, 81, 12, '20:45.9', 36.20608491252306, 97.80818954766497, 135, 89, 48, 'Female', 87.95954639195375, 1.8722577231128223, 0.14684676856118034, 46, 25.092949903065094, 104.33333333333333, 'Low Risk'),
(80975, 98, 16, '19:45.9', 36.16314700005871, 95.73028417247514, 131, 70, 35, 'Male', 72.97917854, 1.6483891945621632, 0.09479074, 61, 26.85835764759967, 90.33333333333333, 'High Risk'),
(80976, 71, 19, '18:45.9', 37.24157713940052, 98.45628603, 135, 73, 39, 'Male', 68.54706336575947, 1.8280311526025743, 0.069211954, 62, 20.51264522465405, 93.66666666666666, 'Low Risk'),
(80977, 72, 18, '17:45.9', 37.34363629575358, 97.71144441976428, 118, 73, 50, 'Male', 52.627761011659295, 1.6872886886925906, 0.073852802, 45, 18.485708639774497, 88, 'High Risk'),
(80978, 65, 13, '16:45.9', 36.42123184946055, 97.63358871151658, 114, 79, 34, 'Female', 54.883307833267615, 1.7483852685344867, 0.06528621, 35, 17.954197631915793, 90.66666666666667, 'High Risk'),
(80979, 81, 13, '15:45.9', 37.0263959, 97.12762244147149, 117, 73, 78, 'Female', 81.24096227699476, 1.610520850209405, 0.085354951, 44, 31.321485797655008, 87.66666666666667, 'High Risk'),
(80980, 80, 14, '14:45.9', 37.408917027724435, 98.65655715261589, 114, 81, 50, 'Female', 78.65169029909904, 1.5645971121369344, 0.11018041462521604, 33, 32.12942932874338, 92, 'High Risk'),
(80981, 89, 14, '13:45.9', 36.48470076039075, 97.92338419679395, 118, 73, 30, 'Male', 75.88035216528816, 1.8290560084753027, 0.073794536, 45, 22.681685741919186, 88, 'Low Risk'),
(80982, 69, 15, '12:45.9', 36.779106989838915, 97.72272933360753, 117, 78, 44, 'Male', 75.25016056, 1.8147823841973993, 0.1315554508601297, 39, 22.84853298372097, 91, 'Low Risk'),
(80983, 63, 16, '11:45.9', 36.06268040529744, 97.65267762309993, 138, 88, 25, 'Male', 51.08087209837137, 1.9194662107216454, 0.12906446575036978, 50, 13.864281268997102, 104.66666666666666, 'High Risk'),
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(81161, 91, 12, '13:45.9', 36.53264475, 96.62643889873436, 120, 87, 85, 'Male', 53.01806963282754, 1.8937718547434932, 0.12858891846620737, 33, 14.783204874003102, 98, 'High Risk'),
(81162, 81, 17, '12:45.9', 36.56342991877954, 96.52801168153132, 131, 79, 48, 'Male', 64.15936928610205, 1.5197753506956053, 0.10867775241726468, 52, 27.77802044479313, 96.33333333333333, 'Low Risk'),
(81163, 63, 15, '11:45.9', 36.620506015407244, 99.38464407, 133, 79, 40, 'Male', 98.85691926024069, 1.5109708041665286, 0.12658855302380212, 54, 43.300700942216466, 97, 'High Risk'),
(81164, 87, 12, '10:45.9', 36.555285530654515, 96.73615332759934, 136, 84, 35, 'Female', 98.05068287717374, 1.7332426665605614, 0.13293425772562378, 52, 32.63862691330192, 101.33333333333333, 'High Risk'),
(81165, 81, 19, '09:45.9', 36.81176330545051, 99.67655457701318, 123, 73, 81, 'Male', 78.96582742546084, 1.9211718033011618, 0.071285225, 50, 21.39472864026112, 89.66666666666666, 'Low Risk'),
(81166, 94, 19, '08:45.9', 37.26800915080944, 96.36729772000194, 125, 75, 44, 'Female', 82.80455192165016, 1.8581928652779898, 0.14100930979292475, 50, 23.981295192860017, 91.66666666666666, 'High Risk'),
(81167, 97, 12, '07:45.9', 37.083743484809304, 99.68170201217369, 115, 70, 45, 'Female', 82.21238216433974, 1.5139453606322253, 0.093244166, 45, 35.86879851392859, 85, 'High Risk'),
(81168, 65, 12, '06:45.9', 36.64355359979859, 97.01318579621854, 118, 73, 30, 'Male', 60.07154768218946, 1.9489329730281881, 0.05562243, 45, 15.81521188182549, 88, 'High Risk'),
(81169, 74, 13, '05:45.9', 37.297673168428915, 95.85068398919277, 126, 77, 42, 'Female', 69.36451252412122, 1.9999474530491752, 0.1082822046763692, 49, 17.34203939035022, 93.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(81170, 70, 15, '04:45.9', 37.202871490902616, 95.42174385293059, 128, 83, 55, 'Female', 64.80420261568894, 1.8291091241551038, 0.052373895, 45, 19.369746587460117, 98, 'Low Risk'),
(81171, 81, 13, '03:45.9', 36.898873127623176, 96.40704647311543, 124, 74, 69, 'Male', 67.08514894, 1.6977495280881458, 0.057272897, 50, 23.27443523919884, 90.66666666666666, 'Low Risk'),
(81172, 72, 18, '02:45.9', 36.572835708085066, 96.76672127235412, 110, 70, 72, 'Male', 96.53621217435509, 1.8836988295236696, 0.12338373179441177, 40, 27.20616442174718, 83.33333333333333, 'Low Risk'),
(81173, 93, 15, '01:45.9', 36.95718986, 98.93045953443664, 113, 83, 46, 'Female', 55.59020796884744, 1.7325023921169729, 0.14670868581867513, 30, 18.520410689916414, 93, 'High Risk'),
(81174, 73, 12, '00:45.9', 36.851597999424364, 96.11298111693199, 132, 71, 45, 'Male', 88.12338332, 1.8372045683707119, 0.07024362, 61, 26.108151811402486, 91.33333333333333, 'Low Risk'),
(81175, 70, 14, '59:45.9', 36.21916558369438, 98.24071297, 113, 70, 39, 'Male', 91.38824587286194, 1.6268890483404568, 0.069688348, 43, 34.528242261883825, 84.33333333333333, 'High Risk'),
(81176, 98, 12, '58:45.9', 36.97226399461954, 96.34346307640811, 128, 89, 62, 'Male', 90.53679878792353, 1.8842101677044056, 0.055801282718892564, 39, 25.501542401526407, 102, 'High Risk'),
(81177, 81, 19, '57:45.9', 36.490960848877165, 99.43029982110572, 119, 81, 81, 'Female', 72.80793752373502, 1.9641032200186288, 0.054432318, 38, 18.87339865452699, 93.66666666666667, 'Low Risk'),
(81178, 71, 13, '56:45.9', 37.44338251589135, 99.58083187191563, 126, 74, 83, 'Male', 84.27850749941408, 1.9837159686889558, 0.050004365, 52, 21.416961565383247, 91.33333333333333, 'Low Risk'),
(81179, 60, 18, '55:45.9', 36.725307703946825, 96.00636277414952, 115, 80, 48, 'Female', 51.53325621077152, 1.6527114246639512, 0.07624191, 35, 18.866594985745852, 91.66666666666667, 'Low Risk'),
(81180, 94, 14, '54:45.9', 36.742667365677754, 98.32335653, 128, 75, 74, 'Male', 81.68483261223304, 1.8222083920448597, 0.06868416, 53, 24.600579555389128, 92.66666666666666, 'High Risk'),
(81181, 98, 13, '53:45.9', 36.28359520076918, 98.72136826410016, 139, 86, 44, 'Female', 90.58286787, 1.5400911905011767, 0.13981854855268305, 53, 38.19031083089437, 103.66666666666666, 'High Risk'),
(81182, 82, 13, '52:45.9', 37.21488083152083, 99.59901191513828, 128, 86, 61, 'Female', 50.79348504354221, 1.7552798606568494, 0.1304220238456792, 42, 16.485999099235258, 100, 'High Risk'),
(81183, 80, 16, '51:45.9', 36.850631973505465, 98.34492862691049, 136, 70, 46, 'Male', 59.24154536418235, 1.5463963398304599, 0.097612916, 66, 24.773350815787346, 92, 'Low Risk'),
(81184, 74, 17, '50:45.9', 36.36311242365007, 96.64984103579644, 114, 79, 53, 'Female', 82.94104367232624, 1.6428949630081904, 0.094419341, 35, 30.72910417, 90.66666666666667, 'High Risk'),
(81185, 65, 16, '49:45.9', 37.35122843832504, 96.20647799897799, 124, 86, 21, 'Male', 88.05192892075378, 1.8028880886091394, 0.13980700074066035, 38, 27.0895216, 98.66666666666667, 'Low Risk'),
(81186, 78, 13, '48:45.9', 36.53609736, 95.19967464207616, 131, 72, 31, 'Male', 84.06394300073377, 1.6824023008078024, 0.087604883, 59, 29.699562334751622, 91.66666666666666, 'Low Risk'),
(81187, 68, 13, '47:45.9', 36.338632511661544, 98.43010252309631, 115, 87, 58, 'Female', 91.71749162730833, 1.6563979525892432, 0.13975057026296478, 28, 33.42895485325631, 96.33333333333333, 'High Risk'),
(81188, 67, 17, '46:45.9', 37.3623842, 99.84175452517293, 114, 77, 31, 'Male', 76.25579534239895, 1.8207205509333546, 0.093407155, 37, 23.00309466202802, 89.33333333333333, 'Low Risk'),
(81189, 72, 15, '45:45.9', 37.37595789973935, 99.22329427108649, 134, 79, 87, 'Female', 99.46333951199449, 1.8715343026420603, 0.085828924, 55, 28.396672558045434, 97.33333333333333, 'Low Risk'),
(81190, 82, 14, '44:45.9', 36.51539487989659, 97.39647593419437, 137, 78, 56, 'Male', 62.295724652887756, 1.7191212181930793, 0.06140579, 59, 21.078768824797926, 97.66666666666666, 'Low Risk'),
(81191, 65, 18, '43:45.9', 37.07726000779596, 96.29807794652389, 137, 77, 49, 'Female', 81.51104131747769, 1.6986782685339035, 0.080115478, 60, 28.24842116970661, 97, 'Low Risk'),
(81192, 67, 17, '42:45.9', 37.25134299814738, 96.23980861272993, 120, 72, 80, 'Female', 57.60182283166979, 1.9194096880739988, 0.11629640850548496, 48, 15.635107153256676, 88, 'High Risk'),
(81193, 77, 18, '41:45.9', 36.42330430175444, 99.20461344, 116, 71, 19, 'Female', 86.83318982, 1.7743586334603316, 0.092917054, 45, 27.580551567905392, 86, 'Low Risk'),
(81194, 96, 13, '40:45.9', 37.09817480529824, 99.87957295413412, 122, 81, 18, 'Female', 84.91726066332666, 1.8734600340955954, 0.14377480396034542, 41, 24.19396845849471, 94.66666666666667, 'High Risk'),
(81195, 74, 13, '39:45.9', 36.05006933811364, 96.64327698436226, 119, 75, 60, 'Female', 80.02631686362687, 1.7974243996418453, 0.13618813485123707, 44, 24.77031695009225, 89.66666666666667, 'Low Risk'),
(81196, 93, 16, '38:45.9', 36.42566352438361, 96.68537695394956, 120, 89, 52, 'Female', 67.68521179474345, 1.5433550763467336, 0.057414905835790064, 31, 28.415943639592765, 99.33333333333333, 'High Risk'),
(81197, 97, 16, '37:45.9', 37.36592284, 95.25430730533702, 128, 86, 53, 'Male', 83.23213730523474, 1.735197523659665, 0.055006913, 42, 27.643511421151665, 100, 'High Risk'),
(81198, 82, 17, '36:45.9', 36.503358653311224, 99.52712122188878, 130, 85, 33, 'Female', 87.53405733328708, 1.5523136357320806, 0.073325071, 45, 36.32604481, 100, 'High Risk'),
(81199, 63, 13, '35:45.9', 37.25403999915841, 96.45747046265807, 127, 83, 80, 'Female', 76.34994004046459, 1.701584480684061, 0.077367188, 44, 26.36948624095295, 97.66666666666667, 'Low Risk'),
(81200, 69, 18, '34:45.9', 37.118725670051056, 98.42638059619688, 122, 82, 27, 'Female', 71.77947352695654, 1.6353085269851912, 0.081032446, 40, 26.84113436068311, 95.33333333333333, 'Low Risk'),
(81201, 63, 18, '33:45.9', 37.23745733765474, 96.07509983231012, 114, 79, 67, 'Male', 66.31897064066465, 1.5697837748371744, 0.13085196206827054, 35, 26.912751720049318, 90.66666666666667, 'Low Risk'),
(81202, 62, 12, '32:45.9', 36.14623602098058, 95.30786095246603, 136, 85, 46, 'Male', 87.27388503204833, 1.713508777753281, 0.061813185, 51, 29.72430042869592, 102, 'Low Risk'),
(81203, 71, 12, '31:45.9', 36.02689672713241, 99.21025292894547, 125, 89, 52, 'Female', 57.67560987810905, 1.6971934266855446, 0.051456831, 36, 20.02301687896686, 101, 'Low Risk'),
(81204, 69, 17, '30:45.9', 36.539241838723584, 99.72033355692741, 129, 75, 50, 'Female', 57.389681002090576, 1.6217573718800125, 0.054531729816165525, 54, 21.820366924051566, 93, 'Low Risk'),
(81205, 68, 15, '29:45.9', 37.371994063180466, 96.62172467175012, 112, 82, 38, 'Female', 86.88845250627655, 1.7106317502661175, 0.064629866, 30, 29.692653167682725, 92, 'Low Risk'),
(81206, 72, 16, '28:45.9', 37.231920440714596, 99.49868156172951, 119, 74, 84, 'Female', 52.22284077561603, 1.9427746962043075, 0.053791540184339695, 45, 13.836161285035288, 89, 'High Risk'),
(81207, 67, 13, '27:45.9', 37.47796525344324, 97.57989140903084, 121, 88, 29, 'Female', 77.06554449888758, 1.7603199002248149, 0.14782401964298209, 33, 24.870072649319628, 99, 'Low Risk'),
(81208, 82, 19, '26:45.9', 36.0948549, 98.04057583858845, 120, 88, 48, 'Male', 77.00834215734034, 1.7321121221033384, 0.10843448231499067, 32, 25.667630087304968, 98.66666666666667, 'Low Risk'),
(81209, 82, 15, '25:45.9', 36.17458780145306, 98.58743158991014, 115, 74, 84, 'Female', 52.57803786783338, 1.6002028956579986, 0.1449254097208792, 41, 20.53308811890475, 87.66666666666667, 'Low Risk'),
(81210, 68, 19, '24:45.9', 36.634556305085745, 97.71553760772241, 113, 81, 32, 'Female', 94.50853004263578, 1.6854435689378104, 0.12781111662288291, 32, 33.26921669214795, 91.66666666666667, 'High Risk'),
(81211, 77, 15, '23:45.9', 37.03349686454526, 96.15157295, 115, 76, 39, 'Male', 59.06012306013245, 1.621630946116725, 0.094517696, 39, 22.458994068684405, 89, 'Low Risk'),
(81212, 77, 14, '22:45.9', 37.21557724510527, 96.59379823232774, 114, 87, 44, 'Female', 59.13136539316352, 1.8488632324131034, 0.10480996936288878, 27, 17.298495604100488, 96, 'High Risk'),
(81213, 65, 19, '21:45.9', 37.47715164072618, 95.91333206920741, 123, 84, 46, 'Male', 81.59688229588903, 1.6657675440611766, 0.1229440377307412, 39, 29.40659723185336, 97, 'Low Risk'),
(81214, 63, 14, '20:45.9', 36.575540064774366, 98.83939152232689, 112, 76, 82, 'Female', 93.84468926642745, 1.6762388617942132, 0.10052919669311966, 36, 33.39934043110397, 88, 'High Risk'),
(81215, 89, 14, '19:45.9', 36.197849130007775, 95.27736974011441, 110, 85, 34, 'Female', 81.95346233167925, 1.6215404060439527, 0.052612975, 25, 31.168202448905614, 93.33333333333333, 'High Risk'),
(81216, 99, 13, '18:45.9', 36.93032847, 95.15265312968883, 117, 88, 63, 'Male', 70.62756386332302, 1.6404240385924023, 0.11923256733039002, 29, 26.245930651810234, 97.66666666666667, 'High Risk'),
(81217, 94, 17, '17:45.9', 36.69233777152694, 99.51233579963814, 116, 86, 67, 'Female', 81.60159862796685, 1.5778979704831197, 0.12381976361824704, 30, 32.774858984811885, 96, 'High Risk'),
(81218, 61, 15, '16:45.9', 36.995171992062964, 95.85820482744197, 132, 75, 34, 'Female', 96.73310823792927, 1.9161596165946189, 0.14174137996363081, 57, 26.345823415111173, 94, 'Low Risk'),
(81219, 77, 12, '15:45.9', 36.29410516663168, 99.72110916, 112, 78, 67, 'Male', 71.78051455705932, 1.9283863769418352, 0.066540954, 34, 19.302717633934446, 89.33333333333333, 'Low Risk'),
(81220, 88, 16, '14:45.9', 36.635387961688885, 97.01073035625744, 132, 78, 87, 'Male', 68.40292968, 1.7296846066180815, 0.080403728, 54, 22.863402502463344, 96, 'Low Risk'),
(81221, 65, 15, '13:45.9', 36.572580405239115, 99.93217283593458, 123, 80, 55, 'Male', 50.11976865955676, 1.6615602366362296, 0.050361986, 43, 18.154190021280165, 94.33333333333333, 'High Risk'),
(81222, 89, 16, '12:45.9', 36.710059664063316, 95.59103569534655, 112, 89, 33, 'Female', 66.27708581039008, 1.5947682162912562, 0.11638802601245668, 23, 26.059630955555814, 96.66666666666667, 'Low Risk'),
(81223, 63, 15, '11:45.9', 37.12889281572275, 98.1409882, 133, 73, 80, 'Male', 53.58984823, 1.5714192334971764, 0.09234172, 60, 21.701932, 93, 'Low Risk'),
(81224, 79, 19, '10:45.9', 37.188274711518666, 95.82175076743742, 111, 77, 38, 'Male', 89.77152127832116, 1.7565119421279487, 0.056477278172617884, 34, 29.09620656191581, 88.33333333333333, 'Low Risk'),
(81225, 93, 15, '09:45.9', 37.174221338935055, 99.82974836922908, 111, 74, 46, 'Female', 58.52640707, 1.5598495506672176, 0.071640166, 37, 24.05395196407291, 86.33333333333333, 'High Risk'),
(81226, 74, 16, '08:45.9', 36.562509472339286, 96.46393603512165, 132, 87, 45, 'Male', 67.88494399566713, 1.7541993897559651, 0.12226554520416151, 45, 22.06051022987568, 102, 'Low Risk'),
(81227, 82, 12, '07:45.9', 36.55018733062818, 97.75820629184587, 127, 80, 33, 'Male', 84.57908396909014, 1.5133487809203339, 0.126882279, 47, 36.93047679866372, 95.66666666666667, 'High Risk'),
(81228, 69, 19, '06:45.9', 37.02434591405337, 96.24409989063865, 139, 78, 88, 'Male', 99.66779030611585, 1.8161142156319876, 0.067329384, 61, 30.218194627878788, 98.33333333333333, 'High Risk'),
(81229, 94, 13, '05:45.9', 36.99280518892356, 96.27688056837474, 127, 84, 33, 'Male', 88.42091507040371, 1.9384144480356575, 0.1266225790890712, 43, 23.53215654278681, 98.33333333333333, 'High Risk'),
(81230, 99, 18, '04:45.9', 36.64365831630093, 95.99110502, 124, 72, 45, 'Male', 88.74516520456348, 1.777225844656284, 0.1371137322664639, 52, 28.09696832318704, 89.33333333333333, 'High Risk'),
(81231, 64, 18, '03:45.9', 36.68193984670348, 97.31617639106571, 128, 73, 29, 'Male', 86.33375794552305, 1.9220100911171714, 0.062537021, 55, 23.37057073, 91.33333333333333, 'Low Risk'),
(81232, 69, 13, '02:45.9', 37.46579056443498, 98.43755733927946, 114, 71, 81, 'Female', 72.50445396957231, 1.5440440473473012, 0.056992481, 43, 30.41202336037316, 85.33333333333333, 'High Risk'),
(81233, 78, 19, '01:45.9', 37.33654797901044, 99.65469069, 123, 86, 77, 'Female', 59.422391312978704, 1.619270578445336, 0.060137551, 37, 22.66268044253775, 98.33333333333333, 'Low Risk'),
(81234, 78, 19, '00:45.9', 37.04984327425118, 98.05179128, 127, 86, 65, 'Female', 59.55745337421847, 1.784819396355864, 0.054752061438128385, 41, 18.695951187561064, 99.66666666666667, 'Low Risk'),
(81235, 77, 17, '59:45.9', 36.359447936197625, 95.85646128388781, 130, 78, 51, 'Male', 88.97521041932134, 1.8055768009522317, 0.068052483, 52, 27.29210865686118, 95.33333333333333, 'Low Risk'),
(81236, 80, 17, '58:45.9', 36.71804770963369, 95.04369729187096, 127, 72, 52, 'Male', 61.31732075087915, 1.8502176679919395, 0.11363016993042976, 55, 17.911729526515593, 90.33333333333333, 'High Risk'),
(81237, 99, 14, '57:45.9', 36.29571579344123, 95.15518847, 133, 79, 77, 'Female', 58.99785084497775, 1.872688391887528, 0.06789571, 54, 16.823066229128127, 97, 'High Risk'),
(81238, 77, 18, '56:45.9', 36.27582092521957, 96.11142056763757, 118, 88, 45, 'Male', 65.36699446888424, 1.726472678399825, 0.058077847504506445, 30, 21.93002349065766, 98, 'Low Risk'),
(81239, 88, 15, '55:45.9', 36.11614253924214, 99.61408757300721, 129, 81, 78, 'Female', 52.08934232650527, 1.6152548379844929, 0.10001127071723767, 48, 19.964883168339018, 97, 'Low Risk'),
(81240, 77, 14, '54:45.9', 36.300983251447825, 95.77512935906006, 135, 80, 36, 'Female', 51.79037951600773, 1.7279224894264988, 0.091788547, 55, 17.346049413368977, 98.33333333333333, 'High Risk'),
(81241, 63, 14, '53:45.9', 36.965147059071285, 96.99796692012436, 127, 73, 28, 'Female', 71.36512616073999, 1.7223396128113015, 0.10806142358272822, 54, 24.05738716020486, 91, 'Low Risk'),
(81242, 71, 16, '52:45.9', 36.24666711522415, 96.22069335265122, 118, 85, 23, 'Male', 67.63682980042273, 1.5929491260839708, 0.1246411602963949, 33, 26.655045711903774, 96, 'Low Risk'),
(81243, 72, 17, '51:45.9', 36.557907886516105, 96.31678444729378, 119, 86, 25, 'Female', 79.34402953695556, 1.9438388965155282, 0.086775682, 33, 20.99876321, 97, 'Low Risk'),
(81244, 70, 13, '50:45.9', 36.70549846, 96.64123744589185, 139, 77, 55, 'Male', 63.01273665894537, 1.5620429777068496, 0.13644379494398778, 62, 25.82512212645498, 97.66666666666666, 'Low Risk'),
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(81422, 66, 14, '52:45.9', 36.46948064288058, 99.64284921586894, 115, 78, 42, 'Female', 86.06929306196025, 1.976141951886182, 0.13588945810126984, 37, 22.040018763311036, 90.33333333333333, 'Low Risk'),
(81423, 83, 14, '51:45.9', 37.31992854174267, 95.61974149005798, 113, 74, 71, 'Male', 73.08557501601163, 1.829383252582924, 0.052776312, 39, 21.838473109750513, 87, 'Low Risk'),
(81424, 63, 17, '50:45.9', 36.98313046524333, 95.63026380522813, 120, 88, 71, 'Female', 67.42221389014364, 1.8747914334990767, 0.12745544826598065, 32, 19.182141404770004, 98.66666666666667, 'Low Risk'),
(81425, 70, 17, '49:45.9', 36.304642470944046, 96.29531451525843, 126, 76, 69, 'Male', 97.75374860927603, 1.897307484259997, 0.067022585, 50, 27.155511074057966, 92.66666666666666, 'Low Risk'),
(81426, 88, 16, '48:45.9', 36.86731161079071, 96.62566861997642, 113, 82, 53, 'Female', 52.52550321001689, 1.788970549010107, 0.066592439, 31, 16.412088103811698, 92.33333333333333, 'High Risk'),
(81427, 68, 14, '47:45.9', 37.19114852415355, 96.11734190697209, 127, 80, 35, 'Female', 61.31736266223569, 1.7121142394236954, 0.071500283, 47, 20.917895474421396, 95.66666666666667, 'Low Risk'),
(81428, 80, 13, '46:45.9', 36.41839165412275, 99.68209228292248, 129, 80, 22, 'Male', 67.08949654894658, 1.6517568857305427, 0.10817473137854502, 49, 24.590212455278724, 96.33333333333333, 'Low Risk'),
(81429, 81, 19, '45:45.9', 36.4954619, 98.96591556232057, 131, 87, 88, 'Male', 64.77001327397755, 1.934227515051941, 0.061830076193225406, 44, 17.31246355195378, 101.66666666666667, 'High Risk'),
(81430, 99, 19, '44:45.9', 37.27194992637366, 98.28944173721115, 118, 79, 46, 'Female', 81.36440193346965, 1.8293997977545575, 0.10989752295600214, 39, 24.311803843830084, 92, 'High Risk'),
(81431, 60, 16, '43:45.9', 36.50830065626239, 99.49635146311525, 128, 81, 60, 'Male', 76.76198636214174, 1.8779731688198222, 0.066233881, 47, 21.76543935724027, 96.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(81433, 82, 16, '41:45.9', 36.65771922982837, 97.43492983209788, 112, 80, 38, 'Male', 52.440914639078706, 1.7625001991669753, 0.10517055473993933, 32, 16.881534019308546, 90.66666666666667, 'High Risk'),
(81434, 75, 13, '40:45.9', 36.425336607231266, 99.97110688295234, 116, 75, 18, 'Male', 73.13045593802829, 1.6363006091727224, 0.071410938, 41, 27.31316932, 88.66666666666667, 'Low Risk'),
(81435, 80, 15, '39:45.9', 36.323930654744125, 97.96025075813989, 128, 73, 53, 'Female', 98.10709412482123, 1.650710525577833, 0.13002546097655882, 55, 36.00464815818335, 91.33333333333333, 'High Risk'),
(81436, 66, 14, '38:45.9', 36.34102468036834, 97.76962476514593, 123, 75, 18, 'Female', 50.566488006527706, 1.6250389107774823, 0.1376195208706864, 48, 19.148522207774295, 91, 'Low Risk'),
(81437, 90, 17, '37:45.9', 36.65104389827037, 96.03239139913293, 120, 83, 27, 'Female', 96.93933437, 1.9411840992572593, 0.058558754, 37, 25.72566339511682, 95.33333333333333, 'Low Risk'),
(81438, 84, 14, '36:45.9', 36.03038810332264, 99.61469986914044, 133, 80, 48, 'Female', 53.83882630417087, 1.931206257960952, 0.1350769923898345, 53, 14.435713809178063, 97.66666666666666, 'High Risk'),
(81439, 73, 17, '35:45.9', 37.336424868250994, 95.79917303936995, 123, 82, 33, 'Female', 92.46496615492853, 1.5891036306152695, 0.098904889, 41, 36.616158155408186, 95.66666666666667, 'High Risk'),
(81440, 79, 12, '34:45.9', 37.03819774234763, 98.09904082970527, 138, 70, 55, 'Male', 84.31206818843306, 1.5184305645294478, 0.10640256153185443, 68, 36.56788719371625, 92.66666666666666, 'High Risk'),
(81441, 81, 19, '33:45.9', 36.59493883315648, 96.33949710003576, 136, 76, 18, 'Male', 62.02922238635798, 1.5754090077820257, 0.13848087507145312, 60, 24.99249927189358, 96, 'Low Risk'),
(81442, 80, 16, '32:45.9', 36.88053767840128, 98.32753791, 136, 86, 71, 'Female', 50.66737205976297, 1.8366350595742709, 0.10854471120393319, 50, 15.020439449070954, 102.66666666666666, 'High Risk'),
(81443, 65, 16, '31:45.9', 36.67216475319091, 98.31380804248849, 119, 81, 40, 'Female', 70.89457848780502, 1.5466601298656817, 0.050094933, 38, 29.636249615324225, 93.66666666666667, 'Low Risk'),
(81444, 85, 12, '30:45.9', 36.79079142948406, 97.30200107810923, 117, 87, 57, 'Male', 72.10088264348815, 1.5546036065462718, 0.1484879007513843, 30, 29.833296163322927, 97, 'Low Risk'),
(81445, 77, 16, '29:45.9', 37.25068995355524, 98.47766093, 117, 78, 53, 'Male', 87.65662407921073, 1.8042366706511819, 0.110542096, 39, 26.927605100676125, 91, 'Low Risk'),
(81446, 97, 15, '28:45.9', 36.136556515095776, 99.54872355, 123, 86, 88, 'Female', 70.55384319357952, 1.9351206234970577, 0.061260447, 37, 18.84102789868033, 98.33333333333333, 'High Risk'),
(81447, 95, 13, '27:45.9', 36.44887286459045, 97.99011452475918, 119, 88, 84, 'Male', 73.73015998674624, 1.7647764469777885, 0.09580733, 31, 23.673680296940088, 98.33333333333333, 'High Risk'),
(81448, 70, 14, '26:45.9', 37.20688581269263, 98.28030503976034, 123, 72, 56, 'Male', 67.07720052950948, 1.5336944266625259, 0.077897139, 51, 28.516567588529135, 89, 'Low Risk'),
(81449, 61, 12, '25:45.9', 36.14117456527662, 99.87710753955591, 118, 72, 54, 'Male', 66.76777887780213, 1.9143815506201909, 0.087078781, 46, 18.21838722609511, 87.33333333333333, 'High Risk'),
(81450, 67, 16, '24:45.9', 36.45874544399297, 96.982802, 117, 83, 37, 'Female', 74.21019866, 1.8533411126298733, 0.093694754, 34, 21.60493055105815, 94.33333333333333, 'Low Risk'),
(81451, 96, 19, '23:45.9', 36.383521353979056, 97.11573677804651, 138, 81, 63, 'Female', 68.29531696, 1.5152445587318106, 0.1342850468556274, 57, 29.745786652362096, 100, 'High Risk'),
(81452, 85, 12, '22:45.9', 37.41426632751553, 97.14160719088657, 128, 78, 83, 'Female', 76.42750825337816, 1.695120369072412, 0.11224387062119562, 50, 26.597977578518613, 94.66666666666666, 'Low Risk'),
(81453, 92, 14, '21:45.9', 36.212956774870115, 96.97410117077045, 133, 73, 58, 'Female', 96.06472652124795, 1.8615403177889653, 0.12040430838158803, 60, 27.721648802159947, 93, 'High Risk'),
(81454, 79, 17, '20:45.9', 36.11982275623308, 99.79001356976431, 125, 71, 79, 'Female', 64.88081217480276, 1.8522615472701978, 0.11443092916200052, 54, 18.910876389210003, 89, 'Low Risk'),
(81455, 79, 14, '19:45.9', 36.05963872705113, 99.42754959520298, 134, 74, 25, 'Female', 54.889201388602224, 1.916050802736702, 0.055536434, 60, 14.951090566367338, 94, 'High Risk'),
(81456, 70, 12, '18:45.9', 36.50558642127683, 99.44467804, 110, 86, 64, 'Female', 83.59668630490248, 1.5920876666977588, 0.1206213247726564, 24, 32.98033833755055, 94, 'High Risk'),
(81457, 99, 12, '17:45.9', 37.017818755324285, 95.86969298815187, 129, 77, 31, 'Female', 67.70740419849864, 1.7071710813224565, 0.080630658, 52, 23.23175789401528, 94.33333333333333, 'High Risk'),
(81458, 70, 14, '16:45.9', 36.744616439847626, 96.19843498573697, 133, 78, 83, 'Female', 68.66788538854388, 1.6571210887915524, 0.096407487, 55, 25.00605517516693, 96.33333333333333, 'Low Risk'),
(81459, 97, 16, '15:45.9', 36.59520299505519, 95.55304079800229, 137, 70, 71, 'Female', 87.99356143741316, 1.814901338245737, 0.051961601123200564, 67, 26.71436490158798, 92.33333333333333, 'High Risk'),
(81460, 64, 14, '14:45.9', 36.346829192663854, 97.75103976663716, 136, 80, 50, 'Male', 67.30043307410774, 1.9509480593656257, 0.10212886607523856, 56, 17.681798801076063, 98.66666666666666, 'High Risk'),
(81461, 71, 19, '13:45.9', 36.313523071438006, 95.94991488255076, 113, 75, 23, 'Female', 92.39133317, 1.814710513666138, 0.092050075, 38, 28.055403752607553, 87.66666666666667, 'Low Risk'),
(81462, 94, 12, '12:45.9', 37.40842558, 98.55846564136125, 125, 88, 28, 'Male', 60.841952313234565, 1.5529877416277913, 0.057247803, 37, 25.227085900346502, 100.33333333333333, 'High Risk'),
(81463, 91, 14, '11:45.9', 37.30179146464312, 97.11136354, 128, 86, 21, 'Male', 93.25499454963881, 1.5299536538834748, 0.092969094, 42, 39.83965333354899, 100, 'High Risk'),
(81464, 93, 15, '10:45.9', 37.1085043, 95.88833920664077, 117, 74, 63, 'Female', 57.19340355196035, 1.5528034621736517, 0.095585262, 43, 23.719905833735506, 88.33333333333333, 'High Risk'),
(81465, 84, 13, '09:45.9', 36.93190308872143, 97.63185170044287, 134, 79, 52, 'Male', 69.89371160273839, 1.9448358469246674, 0.14288147857607325, 55, 18.478733500580375, 97.33333333333333, 'High Risk'),
(81466, 96, 13, '08:45.9', 36.074143806340054, 99.71832648093046, 111, 89, 84, 'Female', 53.452620680920425, 1.7618673343119058, 0.1413735921689525, 22, 17.21958162396494, 96.33333333333333, 'High Risk'),
(81467, 73, 18, '07:45.9', 36.57315907030791, 96.43936010141147, 139, 71, 84, 'Male', 67.80410429893246, 1.555415049501606, 0.050724839503285726, 68, 28.026146632148922, 93.66666666666666, 'Low Risk'),
(81468, 68, 14, '06:45.9', 36.39730218100518, 95.49983275, 136, 82, 58, 'Male', 69.92905936355292, 1.776040928192431, 0.12586506820967475, 54, 22.169288087653754, 100, 'Low Risk'),
(81469, 97, 14, '05:45.9', 36.85205192027914, 97.18043545355086, 123, 70, 69, 'Female', 50.19123047521507, 1.5435737111517487, 0.090965993, 53, 21.06556423, 87.66666666666666, 'High Risk'),
(81470, 96, 15, '04:45.9', 36.43424861, 98.33614600673198, 132, 72, 37, 'Male', 52.36207049159103, 1.516009873234106, 0.1426535418629226, 60, 22.783096601361994, 92, 'High Risk'),
(81471, 79, 19, '03:45.9', 37.23682210429482, 97.56260027854088, 132, 84, 80, 'Male', 88.30897750393416, 1.8754752691923766, 0.066271636, 48, 25.106268714013183, 100, 'Low Risk'),
(81472, 72, 18, '02:45.9', 37.073110851213066, 99.60397619540542, 116, 88, 75, 'Female', 78.93830696195887, 1.888693025868049, 0.080928729, 28, 22.129166389208333, 97.33333333333333, 'Low Risk'),
(81473, 82, 18, '01:45.9', 36.20751349441515, 95.22918908, 120, 87, 59, 'Male', 59.36547402635439, 1.9209674527141392, 0.087042168, 33, 16.087698804092287, 98, 'High Risk'),
(81474, 77, 18, '00:45.9', 37.02401943382721, 99.02569717556881, 121, 75, 20, 'Female', 72.90935722213509, 1.5095892621078806, 0.088994812, 46, 31.99378879432548, 90.33333333333333, 'High Risk'),
(81475, 81, 16, '59:45.9', 36.71735611848159, 95.60769745330242, 118, 85, 65, 'Female', 94.91395058385277, 1.9769150209188937, 0.080259398, 33, 24.285891353225757, 96, 'Low Risk'),
(81476, 74, 15, '58:45.9', 37.45659969832989, 99.92694422453916, 111, 79, 66, 'Female', 86.38526179, 1.9232282133518466, 0.069011655, 32, 23.354899940219717, 89.66666666666667, 'Low Risk'),
(81477, 76, 12, '57:45.9', 37.44909620985968, 97.19780520343451, 110, 71, 29, 'Female', 86.05356869815479, 1.867733985699278, 0.092187891, 39, 24.66827849342208, 84, 'Low Risk'),
(81478, 73, 12, '56:45.9', 36.313895626020496, 95.06551768213949, 134, 89, 22, 'Male', 57.33640647979848, 1.6483789145322847, 0.082245672, 45, 21.101647758432495, 104, 'Low Risk'),
(81479, 95, 19, '55:45.9', 36.62083485065394, 96.66644249690918, 121, 70, 36, 'Female', 53.578248682082105, 1.6898441652051654, 0.092591558, 51, 18.76269421, 87, 'High Risk'),
(81480, 93, 14, '54:45.9', 36.49100547881365, 99.20190461083547, 129, 73, 32, 'Male', 62.62803876927803, 1.661615429217809, 0.13224545757233752, 56, 22.68338057070464, 91.66666666666666, 'High Risk'),
(81481, 80, 16, '53:45.9', 36.46075761577799, 97.47793191176282, 132, 72, 20, 'Male', 60.844164685291524, 1.5189685854282153, 0.053655301655777324, 60, 26.370681228616316, 92, 'Low Risk'),
(81482, 97, 16, '52:45.9', 36.66966138245019, 98.98197939495502, 123, 79, 70, 'Female', 77.45130300822609, 1.827176102226409, 0.13984624968776688, 44, 23.19892792801057, 93.66666666666667, 'High Risk'),
(81483, 61, 13, '51:45.9', 36.357648514928556, 95.49337206348024, 137, 80, 87, 'Female', 98.84576206818335, 1.5542887920936599, 0.14245431039209916, 57, 40.916136929589705, 99, 'High Risk'),
(81484, 90, 18, '50:45.9', 36.983200328073316, 97.44900283993502, 132, 71, 19, 'Female', 50.187307092858596, 1.5234286712935388, 0.13841960181317936, 61, 21.62467771216138, 91.33333333333333, 'Low Risk'),
(81485, 85, 19, '49:45.9', 36.730048041801695, 96.28550502683782, 126, 80, 46, 'Male', 56.42552467383424, 1.7676212335235135, 0.097964636, 46, 18.05914505286959, 95.33333333333333, 'High Risk'),
(81486, 76, 17, '48:45.9', 37.32382019410702, 99.37010648732927, 124, 78, 37, 'Female', 54.93204390489211, 1.971120722786236, 0.13108758582394123, 46, 14.138368958064659, 93.33333333333333, 'High Risk'),
(81487, 64, 12, '47:45.9', 36.27561413167343, 95.55225810998317, 125, 83, 78, 'Male', 96.00814763, 1.8470444435701534, 0.087791711, 42, 28.141898960303866, 97, 'Low Risk'),
(81488, 78, 19, '46:45.9', 36.09634861, 97.47722647815867, 134, 78, 82, 'Female', 57.299127036099335, 1.6066921551991453, 0.08244723, 56, 22.196405950087463, 96.66666666666666, 'Low Risk'),
(81489, 80, 18, '45:45.9', 37.28182015, 99.09511887, 110, 83, 32, 'Female', 54.934147166932405, 1.7451521720005856, 0.1444310367091547, 27, 18.037476671309072, 92, 'High Risk'),
(81490, 68, 18, '44:45.9', 37.08112300755677, 95.34967373802233, 128, 78, 33, 'Female', 54.65779714003538, 1.687314805700943, 0.10796945032562498, 50, 19.19817250763219, 94.66666666666666, 'Low Risk'),
(81491, 97, 14, '43:45.9', 36.75358120945717, 97.58217195967329, 120, 81, 75, 'Male', 89.42708786210709, 1.9638782133042203, 0.11546923382892355, 39, 23.186755580912713, 94, 'High Risk'),
(81492, 67, 14, '42:45.9', 36.22402151692884, 99.55625905370867, 114, 78, 36, 'Male', 63.855434380428065, 1.6348743282344476, 0.084007136, 36, 23.890713206792956, 90, 'Low Risk'),
(81493, 66, 16, '41:45.9', 36.93514474012464, 96.98155014203996, 124, 88, 76, 'Female', 82.00753460397732, 1.969384982697149, 0.090449822, 36, 21.144261049411384, 100, 'Low Risk'),
(81494, 79, 15, '40:45.9', 36.07703545138144, 99.18936222404072, 119, 81, 72, 'Female', 51.82215037, 1.8745533906803322, 0.11048274585633636, 38, 14.747547421371035, 93.66666666666667, 'High Risk'),
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(81496, 75, 17, '38:45.9', 36.126900577318615, 96.44927967245484, 137, 85, 59, 'Male', 92.58795726894412, 1.8856285138711393, 0.1268583898266385, 52, 26.040074888404984, 102.33333333333333, 'Low Risk'),
(81497, 73, 12, '37:45.9', 36.119280740680004, 95.12488238404396, 123, 72, 77, 'Male', 66.43391794, 1.6368959048070018, 0.083295474, 51, 24.79406533985434, 89, 'Low Risk'),
(81498, 92, 18, '36:45.9', 36.890921082334614, 99.90746184018519, 135, 76, 82, 'Female', 95.28634699615549, 1.8966328757412645, 0.11817794880723588, 59, 26.488912527776794, 95.66666666666666, 'High Risk'),
(81499, 77, 12, '35:45.9', 36.73043405259535, 96.19652018711245, 117, 83, 37, 'Male', 66.45578100280983, 1.6032142797327633, 0.072665179, 34, 25.85530239, 94.33333333333333, 'Low Risk'),
(81500, 67, 13, '34:45.9', 36.24125685414584, 97.20370215526853, 116, 72, 69, 'Male', 85.12339222551083, 1.827922831892952, 0.11415905803399647, 44, 25.476115388271634, 86.66666666666667, 'Low Risk'),
(81501, 67, 14, '33:45.9', 36.39386246859597, 95.08356756211002, 124, 76, 49, 'Male', 80.99620675, 1.9180493028437404, 0.060949934, 48, 22.01634122160392, 92, 'Low Risk'),
(81502, 80, 12, '32:45.9', 36.55537936112987, 98.73399877854666, 138, 80, 61, 'Male', 79.46861282638119, 1.8224209532110396, 0.12630225832795455, 58, 23.92754998286393, 99.33333333333333, 'Low Risk'),
(81503, 91, 18, '31:45.9', 37.24698111366155, 97.30886569623304, 116, 84, 62, 'Female', 89.57046177290057, 1.966169054696953, 0.14933401340461278, 32, 23.16984348917853, 94.66666666666667, 'High Risk'),
(81504, 95, 14, '30:45.9', 36.93971956752349, 99.7899625, 111, 80, 24, 'Male', 72.75055189779255, 1.7085014267590344, 0.08110825, 31, 24.923303190280865, 90.33333333333333, 'High Risk'),
(81505, 75, 15, '29:45.9', 36.1965163, 96.61032960082113, 130, 85, 26, 'Female', 65.30167575862578, 1.9957167487907013, 0.092083812, 45, 16.39557008578381, 100, 'High Risk'),
(81506, 98, 16, '28:45.9', 36.551480996204745, 96.61184292701022, 133, 85, 73, 'Female', 94.74556900951106, 1.5034185009685486, 0.076528999, 48, 41.91786239623452, 101, 'High Risk'),
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(81683, 94, 15, '31:45.9', 36.900582833392235, 96.09683403836075, 120, 73, 34, 'Male', 84.39561555029996, 1.8916361367359635, 0.12221832721860888, 47, 23.58547793747949, 88.66666666666667, 'High Risk'),
(81684, 96, 13, '30:45.9', 36.56177365692108, 96.73378518566156, 135, 82, 51, 'Male', 53.40051283342787, 1.7831024877915063, 0.14934722535255535, 53, 16.795495307852303, 99.66666666666666, 'High Risk'),
(81685, 77, 16, '29:45.9', 36.28101245725534, 97.28375732931164, 131, 82, 26, 'Male', 86.43941168957235, 1.7897308662143636, 0.14975390518417447, 49, 26.98586516891795, 98.33333333333333, 'Low Risk'),
(81686, 83, 13, '28:45.9', 36.19288479115898, 99.96337562996744, 133, 76, 42, 'Female', 61.45991713179785, 1.5200522823479725, 0.13549295343060425, 57, 26.59958854081525, 95, 'Low Risk'),
(81687, 98, 14, '27:45.9', 36.41241560939417, 95.91889275768511, 128, 86, 49, 'Male', 70.00231954187223, 1.759143085193767, 0.09852709, 42, 22.62091144562475, 100, 'High Risk'),
(81688, 68, 16, '26:45.9', 36.30455267694705, 96.28628058779583, 114, 85, 20, 'Male', 81.63418119424396, 1.9956188934492423, 0.11881525924410614, 29, 20.498251963169036, 94.66666666666667, 'Low Risk'),
(81689, 88, 14, '25:45.9', 36.18784901433502, 95.16714430069274, 129, 75, 75, 'Male', 96.19724403388912, 1.9224471455862835, 0.079773612, 54, 26.028780028643705, 93, 'Low Risk'),
(81690, 77, 15, '24:45.9', 37.45202352091132, 99.99975731816328, 131, 80, 66, 'Male', 54.087545145138755, 1.5821603713677064, 0.11557588456361392, 51, 21.607089246787105, 97, 'Low Risk'),
(81691, 73, 15, '23:45.9', 37.27265511604355, 98.69417746807588, 110, 72, 29, 'Female', 92.86663728953275, 1.995659781605148, 0.11109191973190816, 38, 23.317753653696453, 84.66666666666667, 'Low Risk'),
(81692, 98, 15, '22:45.9', 37.107378395983176, 95.84568562797158, 127, 84, 58, 'Male', 93.86603662058691, 1.7072280663813384, 0.1452224376129394, 43, 32.20515524714357, 98.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(81693, 93, 18, '21:45.9', 37.174543536794324, 97.36893183762946, 118, 71, 27, 'Female', 93.84400883862548, 1.8105484033350219, 0.1251622617937217, 47, 28.62768778990839, 86.66666666666667, 'High Risk'),
(81694, 73, 14, '20:45.9', 36.76128988509658, 99.93607366312327, 113, 77, 69, 'Male', 72.12128640550374, 1.6456069997651284, 0.10983420445503456, 36, 26.632455650070657, 89, 'Low Risk'),
(81695, 82, 16, '19:45.9', 37.00928633355189, 96.48032604152452, 118, 73, 36, 'Female', 64.68999508889347, 1.8287658138349498, 0.061174179, 45, 19.342870709802963, 88, 'Low Risk'),
(81696, 81, 12, '18:45.9', 36.467990673250014, 96.09199176297949, 129, 79, 70, 'Female', 90.42432139490153, 1.6686788147812202, 0.060691381, 50, 32.47429665562548, 95.66666666666666, 'High Risk'),
(81697, 81, 14, '17:45.9', 36.75716178431678, 95.44890602046026, 120, 83, 74, 'Female', 55.336854997312386, 1.813936252443281, 0.11458452594000942, 37, 16.817848345997618, 95.33333333333333, 'High Risk'),
(81698, 63, 16, '16:45.9', 36.134921586651416, 98.54261781535605, 114, 75, 34, 'Female', 65.40911406107273, 1.5777674206148853, 0.12010363685052693, 39, 26.275579239330973, 88, 'Low Risk'),
(81699, 91, 15, '15:45.9', 37.49226741422325, 99.17542551524372, 116, 84, 30, 'Female', 68.22567061182176, 1.7951365606557772, 0.10724536821633254, 32, 21.171558508120565, 94.66666666666667, 'High Risk'),
(81700, 99, 16, '14:45.9', 36.77845435522746, 97.21395025179693, 121, 77, 63, 'Male', 87.42206814856371, 1.8726914539313668, 0.13250869282915934, 44, 24.92806791729858, 91.66666666666667, 'High Risk'),
(81701, 66, 19, '13:45.9', 36.95160402100898, 96.25504925479807, 118, 81, 38, 'Male', 62.65315496484318, 1.8844011919373096, 0.090050859, 37, 17.64396569416192, 93.33333333333333, 'High Risk'),
(81702, 94, 12, '12:45.9', 37.14623818589887, 97.82909704392583, 131, 83, 33, 'Female', 85.04996499232645, 1.8063490840088983, 0.054824303538664645, 48, 26.06578284440395, 99, 'High Risk'),
(81703, 66, 12, '11:45.9', 36.640509307085615, 96.86804575891377, 117, 87, 66, 'Female', 66.77803191357705, 1.7936419878148286, 0.11295819812059199, 30, 20.756880813240418, 97, 'Low Risk'),
(81704, 95, 12, '10:45.9', 36.48521992360534, 97.56069427597434, 117, 77, 39, 'Female', 94.51070563440848, 1.6229914631622306, 0.12890323645045465, 40, 35.87967782834912, 90.33333333333333, 'High Risk'),
(81705, 63, 17, '09:45.9', 36.31622638840331, 99.25471290140297, 135, 72, 68, 'Male', 61.339198751531214, 1.5136243836693613, 0.12269139873842491, 63, 26.77329775437836, 93, 'Low Risk'),
(81706, 81, 15, '08:45.9', 37.44590432, 98.96351225566174, 112, 73, 59, 'Female', 54.22580670191124, 1.5647926394007934, 0.1368695524536907, 39, 22.145854000928253, 86, 'Low Risk'),
(81707, 65, 18, '07:45.9', 36.64075250114063, 99.49341577848844, 114, 72, 88, 'Male', 54.081287185734354, 1.9973173096914278, 0.11577193722538072, 42, 13.556665740987992, 86, 'High Risk'),
(81708, 69, 16, '06:45.9', 37.06405650212753, 98.64913214082029, 129, 84, 65, 'Female', 68.46821246441287, 1.983522087242654, 0.051434654, 45, 17.402630851439838, 99, 'High Risk'),
(81709, 88, 15, '05:45.9', 36.75811233702216, 97.02321580597342, 124, 78, 60, 'Male', 91.03765433202418, 1.5980027380731021, 0.11558263524227554, 46, 35.650532485916735, 93.33333333333333, 'High Risk'),
(81710, 61, 12, '04:45.9', 36.10555638827946, 95.11229348715266, 128, 70, 39, 'Male', 90.20731531, 1.8593005204780686, 0.090688741, 58, 26.09411524360339, 89.33333333333333, 'Low Risk'),
(81711, 84, 17, '03:45.9', 36.67220279650961, 98.76725732810196, 113, 85, 76, 'Male', 70.38275817350679, 1.747587074256782, 0.055443075, 28, 23.045632619669515, 94.33333333333333, 'Low Risk'),
(81712, 92, 18, '02:45.9', 36.994415215645866, 96.40924783354514, 113, 75, 71, 'Male', 73.84164021324146, 1.6910157115054345, 0.12165072398404199, 38, 25.822961603849965, 87.66666666666667, 'High Risk'),
(81713, 69, 16, '01:45.9', 37.32312134719628, 95.78728111865944, 132, 73, 25, 'Female', 70.27922816212424, 1.620989320289287, 0.096801521, 59, 26.746482574742764, 92.66666666666666, 'Low Risk'),
(81714, 87, 14, '00:45.9', 36.09086498428293, 99.06592776738945, 135, 72, 39, 'Male', 78.92240795074044, 1.9815982871123916, 0.13743232355395532, 63, 20.098751975834176, 93, 'Low Risk'),
(81715, 65, 12, '59:45.9', 37.12500278079838, 98.27773864011164, 134, 76, 35, 'Female', 93.38655332100276, 1.6909336299507265, 0.12196046752517721, 58, 32.661131306413644, 95.33333333333333, 'High Risk'),
(81716, 90, 15, '58:45.9', 36.33895493705219, 98.48301383941603, 115, 89, 87, 'Female', 91.74818666381604, 1.730335916926976, 0.12400615732639658, 26, 30.643378411545115, 97.66666666666667, 'High Risk'),
(81717, 77, 19, '57:45.9', 36.414044363970376, 98.08300891846383, 113, 83, 54, 'Female', 80.60605247097692, 1.787322474624913, 0.10701409024757808, 30, 25.232589367031274, 93, 'Low Risk'),
(81718, 74, 15, '56:45.9', 37.23514350351517, 99.32703396925272, 117, 80, 45, 'Male', 73.83814715, 1.7845830879833904, 0.11608851859216075, 37, 23.185007689734274, 92.33333333333333, 'Low Risk'),
(81719, 65, 17, '55:45.9', 36.757627445205806, 95.34842064405876, 114, 73, 31, 'Female', 67.39227909194852, 1.9069388384433936, 0.12269618779384485, 41, 18.532611238567398, 86.66666666666667, 'Low Risk'),
(81720, 86, 19, '54:45.9', 36.001892861658725, 96.28120156, 130, 70, 74, 'Male', 99.13708612051897, 1.8385347273417671, 0.070191313, 60, 29.328677145335455, 90, 'Low Risk'),
(81721, 73, 12, '53:45.9', 37.28738754935351, 97.91902005837782, 127, 74, 41, 'Male', 91.37370744838856, 1.7758478684596124, 0.10142298794511534, 53, 28.974085003438557, 91.66666666666666, 'Low Risk'),
(81722, 72, 17, '52:45.9', 36.69144456484707, 99.53488041812099, 113, 89, 76, 'Male', 98.14343928576842, 1.760198737246828, 0.113860463, 24, 31.676549116377586, 97, 'High Risk'),
(81723, 60, 17, '51:45.9', 36.18641157506492, 95.93335311342135, 119, 71, 80, 'Female', 91.26826735500184, 1.7439510581498756, 0.12495735082740446, 48, 30.00897904582543, 87, 'High Risk'),
(81724, 63, 18, '50:45.9', 37.17218023139331, 96.99570108, 114, 85, 19, 'Female', 77.23037971843547, 1.6771927416793604, 0.099838918, 29, 27.45504890380529, 94.66666666666667, 'Low Risk'),
(81725, 99, 14, '49:45.9', 36.873042506918694, 99.49617755086321, 131, 78, 64, 'Male', 88.28827942160359, 1.6572829145943544, 0.11555080430052714, 53, 32.144727395400636, 95.66666666666666, 'High Risk'),
(81726, 77, 15, '48:45.9', 36.718809909287984, 95.74059131339023, 121, 85, 40, 'Female', 63.73541351005463, 1.716703402553889, 0.051071507792381454, 36, 21.626700801890195, 97, 'Low Risk'),
(81727, 97, 12, '47:45.9', 36.91729477721004, 97.55755186843905, 112, 88, 38, 'Male', 96.82996914933543, 1.9797025712885974, 0.10400842306217566, 24, 24.706424504572283, 96, 'High Risk'),
(81728, 84, 15, '46:45.9', 37.00072339416074, 95.07002082736146, 139, 89, 60, 'Female', 98.36469213, 1.7592423437344449, 0.10018809348659795, 50, 31.782488439920105, 105.66666666666666, 'High Risk'),
(81729, 69, 14, '45:45.9', 36.59684296230456, 99.80499554179663, 119, 83, 22, 'Female', 57.912675936650466, 1.7599791852820894, 0.14387367579300248, 36, 18.696424901408285, 95, 'Low Risk'),
(81730, 83, 14, '44:45.9', 36.86081313453355, 97.58788411468069, 132, 78, 49, 'Female', 51.060816330748025, 1.7017983189089847, 0.11481539080980133, 54, 17.630781903405875, 96, 'High Risk'),
(81731, 62, 13, '43:45.9', 36.95037339994361, 96.33818259771994, 114, 74, 75, 'Male', 77.73512836360472, 1.953990212465968, 0.074164174, 40, 20.359755208023262, 87.33333333333333, 'Low Risk'),
(81732, 90, 19, '42:45.9', 36.29403020005265, 99.85722931131924, 127, 86, 18, 'Female', 50.65666571511475, 1.9823208657312699, 0.10353624794290342, 41, 12.891061962970541, 99.66666666666667, 'High Risk'),
(81733, 70, 15, '41:45.9', 36.21050295391478, 95.44327934079143, 121, 80, 49, 'Female', 62.62167308798243, 1.7939295703723823, 0.089652134, 41, 19.458702995794113, 93.66666666666667, 'Low Risk'),
(81734, 67, 17, '40:45.9', 37.16884541695885, 95.20679448178682, 131, 81, 33, 'Male', 78.27203981954791, 1.8123639122010766, 0.076555559, 50, 23.82954994320477, 97.66666666666666, 'Low Risk'),
(81735, 73, 14, '39:45.9', 37.33193627457434, 97.84259438774475, 113, 85, 64, 'Male', 76.41473527894861, 1.624612708082437, 0.11341190698525665, 28, 28.951923383880168, 94.33333333333333, 'Low Risk'),
(81736, 76, 18, '38:45.9', 36.09306903208769, 97.47607641512651, 131, 85, 70, 'Male', 66.82568472801051, 1.8228555686885382, 0.075475477, 46, 20.11124231742796, 100.33333333333333, 'Low Risk'),
(81737, 98, 17, '37:45.9', 36.06149345, 98.00689951, 132, 87, 67, 'Female', 67.76451255, 1.9754914157327423, 0.070658672, 45, 17.364089872773043, 102, 'High Risk'),
(81738, 73, 15, '36:45.9', 36.07624532913579, 98.31305497182343, 117, 83, 37, 'Female', 71.79525625373348, 1.8050934199135382, 0.10561831566802427, 34, 22.03415416810776, 94.33333333333333, 'Low Risk'),
(81739, 86, 17, '35:45.9', 36.963421776058844, 96.7743119, 132, 79, 65, 'Male', 52.19071977529905, 1.796577709332131, 0.107236426, 53, 16.169674310701236, 96.66666666666666, 'High Risk'),
(81740, 91, 19, '34:45.9', 36.75915485025015, 97.59390911828773, 139, 73, 30, 'Female', 50.015490019601216, 1.822315314224761, 0.1227062266001846, 66, 15.061127267268374, 95, 'High Risk'),
(81741, 96, 12, '33:45.9', 36.89309897902693, 95.29947775618768, 120, 76, 69, 'Female', 80.02287506683862, 1.9014183829088729, 0.078164849, 44, 22.133942325940797, 90.66666666666667, 'High Risk'),
(81742, 99, 12, '32:45.9', 36.243238413377306, 95.95994007030144, 133, 70, 40, 'Male', 50.31250323904851, 1.7525713391662963, 0.077033652, 63, 16.380400475690095, 91, 'High Risk'),
(81743, 96, 13, '31:45.9', 37.283018265368256, 98.89292532844837, 139, 76, 56, 'Female', 65.89155649925151, 1.910992949784268, 0.14178617858036224, 63, 18.043118316869144, 97, 'High Risk'),
(81744, 70, 12, '30:45.9', 36.549524507886105, 96.13585882427907, 110, 82, 21, 'Female', 74.48871226769315, 1.8080431582770713, 0.13769100122089495, 28, 22.78625118554142, 91.33333333333333, 'Low Risk'),
(81745, 83, 19, '29:45.9', 36.606915042913066, 96.29644979412764, 130, 83, 77, 'Male', 77.95480049726599, 1.9642450058783179, 0.090505078, 47, 20.204660119727393, 98.66666666666667, 'Low Risk'),
(81746, 91, 15, '28:45.9', 36.22133833361091, 95.91445062653253, 126, 87, 83, 'Male', 90.09995151564723, 1.8947589896614239, 0.057179935, 39, 25.096699163971078, 100, 'High Risk'),
(81747, 68, 13, '27:45.9', 36.61246459005685, 95.23476166386587, 123, 75, 52, 'Male', 62.74858315573851, 1.8453897562675297, 0.08633824, 48, 18.42585770567452, 91, 'High Risk'),
(81748, 70, 17, '26:45.9', 37.16467106933168, 99.86757964199333, 122, 76, 52, 'Male', 80.26909840636489, 1.8595762512600782, 0.12022765599381442, 46, 23.212419073381817, 91.33333333333333, 'Low Risk'),
(81749, 88, 15, '25:45.9', 37.47258266968725, 98.45183291391207, 130, 85, 19, 'Female', 86.28706529510791, 1.6441180456539513, 0.079889876, 45, 31.92123652830187, 100, 'High Risk'),
(81750, 85, 15, '24:45.9', 37.27823136, 98.66660752978702, 130, 79, 50, 'Female', 92.66651742570238, 1.7198413185282968, 0.11291669054786367, 51, 31.328967685468644, 96, 'High Risk'),
(81751, 66, 18, '23:45.9', 36.646770593150116, 96.82205200928901, 123, 75, 48, 'Male', 68.19611898595247, 1.599148166298518, 0.099614547, 48, 26.667496760697556, 91, 'Low Risk'),
(81752, 76, 15, '22:45.9', 37.01716601771824, 96.22995058462223, 129, 80, 28, 'Female', 93.77579862048043, 1.7445864063089116, 0.1481527744723471, 49, 30.811000645904464, 96.33333333333333, 'High Risk'),
(81753, 90, 15, '21:45.9', 36.06257061325064, 96.65200400696502, 134, 80, 63, 'Female', 99.99932094, 1.8348816300014692, 0.10526288281887969, 54, 29.701675256764975, 98, 'Low Risk'),
(81754, 94, 13, '20:45.9', 36.19364536732132, 95.33513830051338, 125, 87, 42, 'Female', 68.97016112831987, 1.6817475171921588, 0.0505394, 38, 24.385948382553526, 99.66666666666667, 'High Risk'),
(81755, 63, 12, '19:45.9', 36.069866268157455, 95.27483681740334, 130, 82, 44, 'Male', 61.71627913874874, 1.9527131483365996, 0.12742997082410934, 48, 16.185377516904687, 98, 'High Risk'),
(81756, 71, 17, '18:45.9', 36.74523091434714, 95.09162676, 120, 79, 88, 'Male', 88.29358645810632, 1.5035562960971562, 0.14676294142168977, 41, 39.05618065627885, 92.66666666666667, 'High Risk'),
(81757, 72, 16, '17:45.9', 36.837962522204435, 99.37847161, 129, 72, 44, 'Male', 63.008491506842304, 1.8448136702759963, 0.078342664, 57, 18.51373597636318, 91, 'Low Risk'),
(81758, 61, 16, '16:45.9', 37.427425868101636, 99.32973511, 122, 89, 49, 'Male', 78.42530901433601, 1.648527740681823, 0.071157744, 33, 28.857833230266817, 100, 'Low Risk'),
(81759, 61, 18, '15:45.9', 37.48518503296854, 96.09912342503478, 127, 89, 79, 'Female', 68.76700826623971, 1.9584719646582505, 0.1326680115102838, 38, 17.928560147134384, 101.66666666666667, 'High Risk'),
(81760, 87, 12, '14:45.9', 36.75991487558463, 96.21825192372656, 118, 86, 67, 'Female', 83.64469697839795, 1.9653726491966592, 0.065181868, 32, 21.654521733021994, 96.66666666666667, 'Low Risk'),
(81761, 99, 17, '13:45.9', 37.46631716301327, 97.74425147597995, 139, 70, 63, 'Female', 54.85310760468905, 1.7535986231446115, 0.095483432, 69, 17.837781718967534, 93, 'High Risk'),
(81762, 94, 15, '12:45.9', 36.99656929, 99.97941977007804, 133, 73, 33, 'Female', 94.64874606414716, 1.891027506292463, 0.12527868939281833, 60, 26.467880956407008, 93, 'High Risk'),
(81763, 62, 15, '11:45.9', 36.80227633532634, 95.00179802567041, 133, 80, 87, 'Male', 88.75822789891856, 1.6614957269932342, 0.126759703, 53, 32.152160810764094, 97.66666666666666, 'High Risk'),
(81764, 63, 16, '10:45.9', 36.17164880530949, 96.73108493, 122, 86, 23, 'Female', 72.15538621, 1.6490962282547716, 0.053446254967012136, 36, 26.532413608486216, 98, 'Low Risk'),
(81765, 76, 13, '09:45.9', 36.11912380121988, 99.68920335055338, 127, 77, 36, 'Male', 52.32009246406475, 1.699815380197602, 0.05241327, 50, 18.107771012952355, 93.66666666666666, 'High Risk'),
(81766, 84, 19, '08:45.9', 36.76181816, 99.16634415, 135, 81, 71, 'Male', 58.96718047415402, 1.7057072560204662, 0.10248043336702045, 54, 20.267555387608066, 99, 'Low Risk'),
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(81944, 78, 19, '10:45.9', 37.013236308582094, 99.91343968818563, 127, 79, 85, 'Female', 57.66855006788913, 1.6777734557697859, 0.10002351125608615, 48, 20.486718221402384, 95, 'Low Risk'),
(81945, 72, 16, '09:45.9', 36.91543188907839, 99.57453593529962, 114, 79, 76, 'Female', 57.651864113933996, 1.6023128350873515, 0.11683706184604249, 35, 22.455293260726883, 90.66666666666667, 'Low Risk'),
(81946, 62, 16, '08:45.9', 36.83671339, 98.11020072998659, 115, 88, 65, 'Male', 89.86803484240677, 1.8216166166582246, 0.070787992, 27, 27.082658066042683, 97, 'Low Risk'),
(81947, 68, 15, '07:45.9', 37.05233779323382, 95.21981771031018, 118, 82, 24, 'Female', 89.66841460241668, 1.5997744454967855, 0.12968011591519446, 36, 35.036602087009825, 94, 'High Risk'),
(81948, 86, 19, '06:45.9', 36.57618943524086, 99.30866639, 135, 74, 74, 'Male', 64.13082088, 1.937219677697354, 0.079412985, 61, 17.088701169207578, 94.33333333333333, 'High Risk'),
(81949, 96, 19, '05:45.9', 37.22862906712389, 99.08306009426478, 115, 71, 78, 'Male', 86.00468308727437, 1.8988386266064197, 0.0782174, 44, 23.85316347539598, 85.66666666666667, 'High Risk'),
(81950, 67, 12, '04:45.9', 37.43465790066436, 96.30139930604912, 122, 78, 69, 'Male', 55.56995968, 1.9400613885191622, 0.050443785256778034, 44, 14.764173394291001, 92.66666666666667, 'High Risk'),
(81951, 69, 17, '03:45.9', 37.45846794936629, 96.54575058137345, 121, 71, 48, 'Female', 52.82449067033823, 1.8849444002959366, 0.12362511437766179, 50, 14.867509661286752, 87.66666666666666, 'High Risk'),
(81952, 74, 13, '02:45.9', 36.53562144, 96.40448842672599, 128, 70, 55, 'Male', 51.001870988549435, 1.5916741464783366, 0.069357241, 58, 20.131576426450582, 89.33333333333333, 'Low Risk'),
(81953, 96, 12, '01:45.9', 37.27314278600883, 99.05509529957743, 113, 78, 48, 'Female', 50.325429439657235, 1.705091424615631, 0.096441986, 35, 17.309803949455173, 89.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(81954, 69, 16, '00:45.9', 36.692827099531016, 98.37743983, 130, 85, 29, 'Female', 57.809907461139936, 1.8222516257775605, 0.063068943, 45, 17.409471260222162, 100, 'High Risk'),
(81955, 96, 15, '59:45.9', 36.706365544099704, 96.65288597723122, 111, 83, 86, 'Male', 53.886883080130104, 1.5728038248792926, 0.088968843, 28, 21.783815528304736, 92.33333333333333, 'High Risk'),
(81956, 64, 16, '58:45.9', 37.33092491695079, 98.65861013151259, 138, 88, 22, 'Female', 54.231471673400236, 1.8025066374763035, 0.086693149, 50, 16.691587550702366, 104.66666666666666, 'High Risk'),
(81957, 87, 16, '57:45.9', 37.357615044257265, 99.32918438, 111, 72, 35, 'Male', 89.10678322500074, 1.5491756119612168, 0.09373794, 39, 37.12867602274289, 85, 'High Risk'),
(81958, 82, 16, '56:45.9', 37.088907891825315, 96.84401489300492, 128, 75, 40, 'Male', 67.53099595332876, 1.929208866894251, 0.12090657288388686, 53, 18.14448542265076, 92.66666666666666, 'High Risk'),
(81959, 61, 18, '55:45.9', 37.06649151880641, 99.76399189, 134, 83, 66, 'Male', 62.39869788905405, 1.7916368712234851, 0.12268408772608048, 51, 19.43907271, 100, 'Low Risk'),
(81960, 60, 17, '54:45.9', 36.344561669483966, 97.73965203064023, 136, 78, 86, 'Male', 66.33716026431037, 1.6676049923758782, 0.082432583, 58, 23.85451017392216, 97.33333333333333, 'Low Risk'),
(81961, 62, 18, '53:45.9', 36.41881788228334, 97.63957536939283, 134, 78, 69, 'Male', 68.38950651589687, 1.8565640723814048, 0.073206241, 56, 19.84127544535937, 96.66666666666666, 'Low Risk'),
(81962, 93, 18, '52:45.9', 36.92490167579482, 99.44600576877343, 130, 79, 46, 'Female', 80.54096959, 1.5113179597318043, 0.13053704974606722, 51, 35.26185595, 96, 'High Risk'),
(81963, 84, 14, '51:45.9', 36.19975746050413, 99.387687, 125, 73, 61, 'Male', 60.68393179460571, 1.612260528842735, 0.11602020069648973, 52, 23.345504740462808, 90.33333333333333, 'Low Risk'),
(81964, 80, 18, '50:45.9', 36.690113946183445, 98.50928894897994, 129, 73, 63, 'Male', 52.38538497, 1.5149424670042104, 0.08242384, 56, 22.825371771751154, 91.66666666666666, 'Low Risk'),
(81965, 78, 16, '49:45.9', 36.168083110028356, 99.53227129627207, 111, 73, 48, 'Male', 51.513751629655594, 1.9304178261523948, 0.071367536, 38, 13.823580343707992, 85.66666666666667, 'High Risk'),
(81966, 91, 16, '48:45.9', 36.457317210935145, 95.96111799749761, 112, 82, 78, 'Male', 52.72940708217027, 1.7577657184983955, 0.080281537, 30, 17.065967234073828, 92, 'High Risk'),
(81967, 87, 14, '47:45.9', 37.11038979853887, 97.41347530585924, 114, 76, 83, 'Male', 66.58398624973137, 1.5230785899033945, 0.10034672587345493, 38, 28.702859521417054, 88.66666666666667, 'Low Risk'),
(81968, 94, 12, '46:45.9', 37.30131007750179, 96.93440784662707, 114, 74, 54, 'Female', 62.468579642809416, 1.5695561063502388, 0.057894868, 40, 25.357588021144615, 87.33333333333333, 'High Risk'),
(81969, 76, 16, '45:45.9', 36.15111020097433, 98.55899109329786, 121, 88, 71, 'Male', 70.80272886354908, 1.7542474375879884, 0.099845371, 33, 23.007439825669714, 99, 'Low Risk'),
(81970, 95, 17, '44:45.9', 37.45802220106578, 98.55100881384193, 126, 83, 69, 'Male', 59.61638105803651, 1.9565296632627889, 0.099875105, 43, 15.57373339454417, 97.33333333333333, 'High Risk'),
(81971, 72, 15, '43:45.9', 36.92218620463221, 98.86773585754757, 135, 71, 58, 'Female', 67.86162975097618, 1.6614712361747845, 0.089381702, 64, 24.58321227267639, 92.33333333333333, 'Low Risk'),
(81972, 99, 13, '42:45.9', 37.31512142549179, 96.72694327274321, 119, 70, 65, 'Male', 60.02962212697241, 1.9414047306448492, 0.10222797306388474, 49, 15.926980285815139, 86.33333333333333, 'High Risk'),
(81973, 99, 14, '41:45.9', 37.473481945934225, 96.92980668899558, 127, 71, 68, 'Male', 87.50313124276283, 1.6340389379680997, 0.12950023483174244, 56, 32.771686507032825, 89.66666666666666, 'High Risk'),
(81974, 80, 14, '40:45.9', 37.03468818879599, 95.13616195288144, 138, 83, 84, 'Female', 71.66964502103136, 1.8150388494470473, 0.054816259, 55, 21.75521617121659, 101.33333333333333, 'Low Risk'),
(81975, 82, 19, '39:45.9', 36.04372106218588, 99.43298114579336, 127, 82, 80, 'Female', 55.24032533, 1.831107379957343, 0.14561611744968322, 45, 16.475120573721213, 97, 'High Risk'),
(81976, 69, 14, '38:45.9', 36.08597998, 96.43329595096284, 133, 76, 58, 'Male', 53.63166081, 1.7941050834870664, 0.1251124854963575, 57, 16.661937170332425, 95, 'High Risk'),
(81977, 70, 13, '37:45.9', 37.21790138944142, 97.48094314417017, 120, 82, 62, 'Male', 81.77599132395392, 1.669860464849294, 0.094264522, 38, 29.32685233, 94.66666666666667, 'Low Risk'),
(81978, 97, 12, '36:45.9', 36.05820150289981, 99.25765047738821, 121, 87, 69, 'Male', 94.86428439976902, 1.620067506369312, 0.091575163, 34, 36.14402484031985, 98.33333333333333, 'High Risk'),
(81979, 78, 12, '35:45.9', 36.549027058041474, 97.79164377323296, 135, 78, 81, 'Male', 57.90543048014932, 1.7937617295704256, 0.10878285845545169, 57, 17.99657193281257, 97, 'High Risk'),
(81980, 89, 18, '34:45.9', 36.72500115884293, 98.17275563656654, 131, 82, 57, 'Female', 80.89271918750534, 1.9659905640200726, 0.13837204556216398, 49, 20.928908353431208, 98.33333333333333, 'Low Risk'),
(81981, 96, 16, '33:45.9', 37.37870490850607, 97.74828687870144, 129, 88, 88, 'Male', 91.12699641517202, 1.6705666233944578, 0.061382556002551436, 41, 32.65272685402821, 101.66666666666667, 'High Risk'),
(81982, 82, 14, '32:45.9', 37.03861199924611, 99.70452478546498, 110, 81, 63, 'Female', 69.31964624405492, 1.6257995390083564, 0.13609354935375095, 29, 26.225413565111488, 90.66666666666667, 'Low Risk'),
(81983, 75, 12, '31:45.9', 37.003312516126485, 95.16126138154438, 132, 72, 85, 'Female', 87.99421218764329, 1.729318854844386, 0.069412931, 60, 29.42415191492602, 92, 'Low Risk'),
(81984, 84, 15, '30:45.9', 36.069772218007266, 96.92167341738953, 111, 75, 48, 'Female', 63.76452647930693, 1.9268754550444613, 0.061936295, 36, 17.174015465929006, 87, 'High Risk'),
(81985, 69, 17, '29:45.9', 37.408930999148986, 96.54675964, 114, 83, 47, 'Female', 61.575621447990756, 1.8532548105119009, 0.054842084818266724, 31, 17.92827608361748, 93.33333333333333, 'High Risk'),
(81986, 63, 17, '28:45.9', 36.149892506487625, 96.94461157799638, 126, 81, 76, 'Female', 51.50575809152802, 1.6867910207728478, 0.089542699, 45, 18.10227769275284, 96, 'High Risk'),
(81987, 67, 17, '27:45.9', 37.173899125273735, 96.91865176927176, 130, 82, 79, 'Female', 78.64981059833049, 1.7291363229516692, 0.061510926222516464, 48, 26.305054952140374, 98, 'Low Risk'),
(81988, 74, 16, '26:45.9', 36.250257369055554, 99.93999927073388, 115, 72, 20, 'Female', 93.03341393, 1.5062794198206406, 0.0792182, 43, 41.004155630851294, 86.33333333333333, 'High Risk'),
(81989, 99, 19, '25:45.9', 36.37439555, 95.71033234623194, 120, 80, 49, 'Male', 88.08235436490645, 1.8161503194745023, 0.073348037, 40, 26.704554151017465, 93.33333333333333, 'High Risk'),
(81990, 75, 14, '24:45.9', 37.46048853165834, 99.48242352105976, 122, 71, 20, 'Male', 86.13758857531471, 1.6124003422582835, 0.074250723, 51, 33.13194610070033, 88, 'High Risk'),
(81991, 82, 17, '23:45.9', 36.248835715766894, 96.55929723695287, 139, 82, 50, 'Female', 82.54843879680422, 1.577960581, 0.07409929, 57, 33.15252141545139, 101, 'High Risk'),
(81992, 78, 17, '22:45.9', 37.124075820731534, 95.08085135791386, 127, 75, 60, 'Male', 89.35678929402425, 1.8801208771289422, 0.12989064757213262, 52, 25.278774267824783, 92.33333333333333, 'Low Risk'),
(81993, 79, 14, '21:45.9', 36.54247323, 96.32089985279426, 121, 86, 31, 'Female', 94.52480286066736, 1.930283425225832, 0.087882204, 35, 25.36901569905873, 97.66666666666667, 'Low Risk'),
(81994, 76, 16, '20:45.9', 37.234666223976426, 96.07651298412597, 118, 79, 26, 'Male', 55.50845267932156, 1.5018826877704636, 0.060494516981989516, 39, 24.608610871806725, 92, 'Low Risk'),
(81995, 89, 17, '19:45.9', 36.04119161805959, 98.47022788362592, 110, 75, 77, 'Female', 80.22645004306129, 1.8980041531214271, 0.092226161, 35, 22.270155970325487, 86.66666666666667, 'Low Risk'),
(81996, 65, 14, '18:45.9', 36.78044424, 99.49548446352841, 127, 82, 71, 'Male', 91.99853853222533, 1.9659448020091246, 0.086851722, 45, 23.803361288789585, 97, 'Low Risk'),
(81997, 84, 18, '17:45.9', 36.913640327484735, 99.41593539751707, 121, 87, 60, 'Male', 51.35176732186691, 1.6045709156270078, 0.10448126112175886, 34, 19.945161764502874, 98.33333333333333, 'Low Risk'),
(81998, 63, 19, '16:45.9', 36.917474873229445, 96.60214414322628, 118, 88, 24, 'Male', 88.63478774688375, 1.564327165580993, 0.067561758, 30, 36.220049096900404, 98, 'High Risk'),
(81999, 92, 14, '15:45.9', 36.456514856133126, 96.29590092757533, 134, 83, 63, 'Male', 84.14906112568586, 1.9660830929948316, 0.063654631, 51, 21.76935379996667, 100, 'High Risk'),
(82000, 77, 16, '14:45.9', 37.10843438508522, 95.00108778203094, 113, 89, 31, 'Female', 90.44692566985228, 1.7780005156123126, 0.1073584611548217, 24, 28.61080282930617, 97, 'Low Risk'),
(82001, 64, 13, '13:45.9', 37.27103870026607, 99.76380155866599, 136, 76, 72, 'Female', 67.10147077789563, 1.7090886877727698, 0.10169690919390256, 60, 22.972213302224365, 96, 'Low Risk'),
(82002, 63, 19, '12:45.9', 36.79350860517432, 96.68294633757127, 138, 86, 35, 'Male', 87.75937103, 1.7047673410836226, 0.054383007426242004, 52, 30.19696310533747, 103.33333333333333, 'High Risk'),
(82003, 61, 18, '11:45.9', 36.689399047996645, 99.99601268327777, 130, 88, 63, 'Female', 67.48999071369121, 1.768539565829086, 0.12352545840259889, 42, 21.577931384949604, 102, 'Low Risk'),
(82004, 99, 14, '10:45.9', 36.00372201203336, 99.31909986685676, 127, 73, 20, 'Male', 59.586721678432355, 1.5303374191286925, 0.052640724, 54, 25.44339715905163, 91, 'High Risk'),
(82005, 98, 18, '09:45.9', 36.58201181, 99.37312164922947, 133, 78, 68, 'Female', 58.56363990832038, 1.5473186460401267, 0.11265683694458609, 55, 24.460680978210366, 96.33333333333333, 'High Risk'),
(82006, 78, 12, '08:45.9', 37.396936029753654, 98.51418226250168, 128, 83, 55, 'Female', 95.03807414561885, 1.962172698, 0.064253063, 45, 24.684433797009717, 98, 'Low Risk'),
(82007, 95, 19, '07:45.9', 36.662038450745655, 96.36098721098926, 134, 75, 18, 'Female', 59.92322211443107, 1.9893363801755666, 0.13967653442319708, 59, 15.141841919009646, 94.66666666666666, 'High Risk'),
(82008, 68, 18, '06:45.9', 36.32057720531177, 99.47410704559415, 134, 84, 46, 'Male', 68.55121683413616, 1.5742822540824535, 0.072207522, 50, 27.65985941087309, 100.66666666666666, 'Low Risk'),
(82009, 60, 13, '05:45.9', 37.33963282752277, 97.63650997472621, 136, 73, 75, 'Male', 89.00391683455283, 1.5928261488844304, 0.13921831174882576, 63, 35.08103240249652, 94, 'High Risk'),
(82010, 97, 12, '04:45.9', 36.28068997095002, 96.96999923906243, 132, 80, 81, 'Female', 60.67289401660379, 1.5424510751325742, 0.11630292090722602, 52, 25.501863425030887, 97.33333333333333, 'High Risk'),
(82011, 70, 18, '03:45.9', 36.754575851852856, 99.50569605872653, 125, 84, 52, 'Male', 90.35109785899249, 1.881112046125897, 0.092154504, 41, 25.533132855022288, 97.66666666666667, 'Low Risk'),
(82012, 73, 19, '02:45.9', 36.22169521233749, 99.08006461433915, 121, 71, 61, 'Female', 91.49968517146277, 1.5911851294844856, 0.12002967880500572, 50, 36.139170245212505, 87.66666666666666, 'High Risk'),
(82013, 80, 18, '01:45.9', 36.58081116, 99.09472064718597, 122, 73, 63, 'Male', 61.17517752606294, 1.7694111933537022, 0.10394302815410653, 49, 19.53969127840239, 89.33333333333333, 'Low Risk'),
(82014, 75, 16, '00:45.9', 36.42224558972988, 98.97214135, 116, 81, 78, 'Male', 61.839418957251574, 1.791099186005428, 0.090207167, 35, 19.276408770936598, 92.66666666666667, 'Low Risk'),
(82015, 99, 13, '59:45.9', 36.077451435562516, 96.72271435032631, 138, 80, 56, 'Male', 75.68242773254526, 1.5636377954957752, 0.088773775, 58, 30.954424635073348, 99.33333333333333, 'High Risk'),
(82016, 66, 13, '58:45.9', 37.35886722330454, 96.11878043449563, 111, 75, 60, 'Male', 97.85058140444073, 1.5124313509418956, 0.1307114591534082, 36, 42.777171813212284, 87, 'High Risk'),
(82017, 77, 13, '57:45.9', 36.30029912472394, 96.81985265923262, 120, 79, 87, 'Female', 76.23854781019519, 1.9924062064076224, 0.08465696, 41, 19.205200410026062, 92.66666666666667, 'Low Risk'),
(82018, 85, 17, '56:45.9', 37.43610439179784, 96.55798424465269, 110, 72, 45, 'Male', 61.759073440409345, 1.6775583581898208, 0.094480454, 38, 21.94550087376579, 84.66666666666667, 'Low Risk'),
(82019, 81, 12, '55:45.9', 37.44182717564875, 95.06234153258882, 111, 70, 48, 'Female', 71.09182622622713, 1.7812257133566545, 0.11501734301333946, 41, 22.406899120125328, 83.66666666666667, 'Low Risk'),
(82020, 93, 13, '54:45.9', 37.31747512656021, 95.44856447352886, 134, 71, 69, 'Male', 89.90097181574208, 1.588863546737864, 0.13606698218016777, 63, 35.611575196874135, 92, 'High Risk'),
(82021, 78, 18, '53:45.9', 36.31027712602886, 96.42929787731127, 115, 82, 78, 'Female', 90.68028291635459, 1.866938753389378, 0.12478871278564609, 33, 26.016730899107174, 93, 'Low Risk'),
(82022, 61, 12, '52:45.9', 37.35479427650776, 95.67408701807622, 130, 88, 64, 'Male', 82.29747415, 1.7880571452083704, 0.1448234484172956, 42, 25.74089939793482, 102, 'Low Risk'),
(82023, 67, 12, '51:45.9', 37.32824423241422, 96.21214746579565, 118, 79, 42, 'Female', 51.41982689001295, 1.529928970063697, 0.12679985504222377, 39, 21.967876257996714, 92, 'Low Risk'),
(82024, 68, 14, '50:45.9', 36.22343855702347, 95.23074154029788, 133, 77, 38, 'Male', 94.09036456515064, 1.6669020172063151, 0.060290171311242174, 56, 33.86296696715485, 95.66666666666666, 'High Risk'),
(82025, 81, 18, '49:45.9', 37.25311851959885, 99.94540869830135, 117, 70, 71, 'Male', 53.92234857, 1.9441136975449504, 0.12964720251229686, 47, 14.266764063643485, 85.66666666666667, 'High Risk'),
(82026, 78, 13, '48:45.9', 36.667891714713235, 99.76405019544184, 124, 83, 62, 'Female', 96.46656495238531, 1.5934213765924228, 0.14484260573441232, 41, 37.99404526756904, 96.66666666666667, 'High Risk'),
(82027, 86, 14, '47:45.9', 36.344632699379936, 96.98222241671107, 118, 77, 73, 'Female', 87.03353521766925, 1.633609387714332, 0.052192077, 41, 32.61295742889995, 90.66666666666667, 'High Risk'),
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(82205, 74, 18, '49:45.9', 36.70051716768677, 98.11045586371289, 137, 71, 24, 'Female', 59.27467200096767, 1.6808828086525867, 0.052835973139118086, 66, 20.979459184029917, 93, 'Low Risk'),
(82206, 95, 14, '48:45.9', 36.229965957292556, 98.27786855984941, 119, 73, 55, 'Female', 52.271550862015594, 1.7760161630701108, 0.138910192, 46, 16.57187152722004, 88.33333333333333, 'High Risk'),
(82207, 96, 13, '47:45.9', 36.019510975204284, 96.74739135654009, 122, 86, 58, 'Male', 64.89409526703461, 1.7961270138499617, 0.072689857, 36, 20.115512065613746, 98, 'High Risk'),
(82208, 97, 15, '46:45.9', 36.58456145970437, 99.93922192293351, 129, 83, 59, 'Female', 72.27475145648691, 1.5330933950203987, 0.089039388, 46, 30.750301740076534, 98.33333333333333, 'High Risk'),
(82209, 99, 19, '45:45.9', 37.321238111645364, 96.27204052260261, 112, 70, 57, 'Male', 91.17036331368219, 1.762017910056082, 0.1486792391577561, 42, 29.365205775024485, 84, 'High Risk'),
(82210, 96, 15, '44:45.9', 37.41151359328113, 97.54916693057848, 111, 86, 47, 'Female', 57.680699818459175, 1.6040695944381471, 0.055128544, 25, 22.417341480149712, 94.33333333333333, 'High Risk'),
(82211, 71, 17, '43:45.9', 37.08116784182723, 96.27625207482565, 130, 75, 28, 'Female', 73.47326213354276, 1.597176383081433, 0.078477882, 55, 28.802060803072806, 93.33333333333333, 'Low Risk'),
(82212, 66, 17, '42:45.9', 36.57734473725563, 98.63179181, 112, 77, 53, 'Male', 85.62941320266677, 1.5898257330514332, 0.14108337539677812, 35, 33.87848051, 88.66666666666667, 'High Risk'),
(82213, 96, 12, '41:45.9', 36.88180993099733, 95.56937089810627, 111, 79, 75, 'Female', 67.58918419334967, 1.712113740953023, 0.12867929890472368, 32, 23.057487341666484, 89.66666666666667, 'High Risk'),
(82214, 66, 16, '40:45.9', 36.69432453779697, 99.17337751586776, 122, 75, 61, 'Female', 76.62371198461048, 1.8001007352957181, 0.078885867, 47, 23.646647023926935, 90.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(82216, 83, 15, '38:45.9', 37.15986371447403, 97.73796075, 129, 87, 38, 'Male', 67.75703265965943, 1.7573964445817678, 0.060509957309624676, 42, 21.93890216501534, 101, 'Low Risk'),
(82217, 61, 15, '37:45.9', 36.07537711140742, 95.44716617234721, 128, 80, 54, 'Male', 95.41562454052743, 1.9153782146161886, 0.12035706590955018, 48, 26.008206837746958, 96, 'Low Risk'),
(82218, 94, 12, '36:45.9', 37.13343282323795, 98.45140248201119, 136, 73, 70, 'Male', 74.26666179996025, 1.8336398108922436, 0.1130995828706491, 63, 22.08848065940923, 94, 'High Risk'),
(82219, 81, 15, '35:45.9', 36.67152916254754, 95.25452425920113, 130, 87, 70, 'Male', 71.1916108, 1.8854939479247803, 0.071138649, 43, 20.02527708, 101.33333333333333, 'Low Risk'),
(82220, 69, 14, '34:45.9', 36.952168132654634, 98.67301250922526, 124, 89, 20, 'Female', 71.47208943584425, 1.9301603244387673, 0.1276542661720414, 35, 19.184465781983228, 100.66666666666667, 'Low Risk'),
(82221, 91, 16, '33:45.9', 36.94211922, 99.63451299673609, 139, 72, 88, 'Female', 66.26607408102996, 1.6382507831904598, 0.1303949423917138, 67, 24.690533450812254, 94.33333333333333, 'High Risk'),
(82222, 64, 12, '32:45.9', 37.25321977396011, 95.46761987218031, 111, 71, 54, 'Female', 88.40193204764117, 1.7425153990196323, 0.058867448158940155, 40, 29.114444432965502, 84.33333333333333, 'Low Risk'),
(82223, 68, 14, '31:45.9', 36.31209081, 96.92369698540371, 132, 89, 30, 'Male', 82.61573366935579, 1.9813690567966873, 0.069200373, 43, 21.04418017, 103.33333333333333, 'Low Risk'),
(82224, 91, 19, '30:45.9', 37.20003221177283, 95.63327039458139, 118, 73, 48, 'Male', 95.15433849722389, 1.8580852224327928, 0.061984659, 45, 27.56115006449298, 88, 'High Risk'),
(82225, 80, 16, '29:45.9', 36.42873371500648, 99.94717602740968, 112, 82, 24, 'Female', 97.61571436724768, 1.7991075724144934, 0.1436395179865425, 30, 30.158203949296666, 92, 'High Risk'),
(82226, 64, 18, '28:45.9', 36.72578026099626, 99.04914742079072, 126, 76, 39, 'Male', 83.91030738, 1.6991006736058152, 0.054798656, 50, 29.065452452831547, 92.66666666666666, 'Low Risk'),
(82227, 85, 17, '27:45.9', 36.744450664440244, 97.51385820258238, 130, 83, 48, 'Female', 50.268908730659696, 1.9512957855639472, 0.11571480679230027, 47, 13.202410871450951, 98.66666666666667, 'High Risk'),
(82228, 80, 15, '26:45.9', 36.76331164465209, 97.50169704200798, 121, 75, 50, 'Male', 79.49816199704063, 1.6878922361920536, 0.065822019, 46, 27.90407668, 90.33333333333333, 'Low Risk'),
(82229, 86, 15, '25:45.9', 36.335033068262334, 98.49520801706424, 120, 88, 77, 'Male', 90.28807497853282, 1.7159883813235441, 0.10250154892859109, 32, 30.662086720563128, 98.66666666666667, 'High Risk'),
(82230, 77, 19, '24:45.9', 37.312782153529845, 96.98382210997077, 126, 85, 68, 'Female', 52.20467786157227, 1.7394305245848511, 0.083172394, 41, 17.25421662, 98.66666666666667, 'High Risk'),
(82231, 98, 17, '23:45.9', 36.539744679783574, 96.33376393776396, 112, 85, 64, 'Male', 57.77173525531847, 1.9587267842998866, 0.077842021, 27, 15.058013711740951, 94, 'High Risk'),
(82232, 77, 17, '22:45.9', 36.09417764407472, 96.78105929284048, 113, 81, 42, 'Female', 87.51016496907485, 1.5923816907987896, 0.1321429380493423, 32, 34.51152510503146, 91.66666666666667, 'High Risk'),
(82233, 66, 15, '21:45.9', 36.31778984176627, 99.55309151481906, 123, 72, 49, 'Male', 64.84895982662947, 1.6255794860263952, 0.10187536756459711, 51, 24.54068010295911, 89, 'Low Risk'),
(82234, 65, 19, '20:45.9', 36.85770076088219, 97.54664833806271, 128, 79, 28, 'Male', 58.67101469760167, 1.5470203365900126, 0.055138008, 49, 24.514980584784112, 95.33333333333333, 'Low Risk'),
(82235, 80, 16, '19:45.9', 37.35801877696695, 97.27870761936127, 132, 85, 57, 'Female', 73.03871232180188, 1.7139395130167294, 0.062052571, 47, 24.863492107850274, 100.66666666666667, 'Low Risk'),
(82236, 79, 12, '18:45.9', 36.19773682466847, 97.59862223791994, 119, 79, 35, 'Female', 91.16171954825148, 1.737924768572715, 0.1280947602208322, 40, 30.182177095607507, 92.33333333333333, 'High Risk'),
(82237, 97, 13, '17:45.9', 37.24995730065276, 98.11920772346133, 131, 70, 89, 'Male', 59.75019776718612, 1.6380389378014937, 0.088381016, 61, 22.268496960414492, 90.33333333333333, 'High Risk'),
(82238, 68, 14, '16:45.9', 37.02182843062569, 98.95307062, 128, 84, 87, 'Male', 92.35158367556105, 1.8527210512809509, 0.14111658954484668, 44, 26.904459704282498, 98.66666666666667, 'Low Risk'),
(82239, 83, 18, '15:45.9', 36.58195435849201, 98.83085458038981, 135, 79, 80, 'Female', 60.552035705714985, 1.874209163802683, 0.1257638326578966, 56, 17.238228545768692, 97.66666666666666, 'High Risk'),
(82240, 72, 18, '14:45.9', 36.51943063315937, 99.54751051865192, 113, 73, 56, 'Male', 54.25408600559739, 1.920129245638076, 0.089205207, 40, 14.715381528891154, 86.33333333333333, 'High Risk'),
(82241, 80, 17, '13:45.9', 36.47584213283011, 96.55887973366329, 126, 87, 18, 'Female', 87.00787585333883, 1.951468268726491, 0.092664459, 39, 22.847336510977012, 100, 'Low Risk'),
(82242, 64, 19, '12:45.9', 37.05990704265244, 95.33592021378587, 111, 72, 45, 'Male', 62.24329746982918, 1.7185252253975112, 0.11176926660005375, 39, 21.07563990219427, 85, 'Low Risk'),
(82243, 67, 19, '11:45.9', 37.278979563407425, 97.30994263, 129, 72, 86, 'Male', 74.04460191006977, 1.7015953339789287, 0.054401624477465355, 57, 25.572950061454726, 91, 'Low Risk'),
(82244, 84, 13, '10:45.9', 36.98895235736072, 99.24153944767691, 118, 76, 80, 'Female', 88.08029626362318, 1.7928358695894324, 0.078209755, 42, 27.402974179879376, 90, 'Low Risk'),
(82245, 96, 19, '09:45.9', 36.14796925672525, 96.01179373860532, 139, 83, 30, 'Male', 78.01768582087811, 1.6424013603172627, 0.092742052, 56, 28.922409571522532, 101.66666666666666, 'High Risk'),
(82246, 83, 14, '08:45.9', 37.25057727174917, 99.52805649115135, 124, 79, 58, 'Female', 55.84635546744977, 1.8280061973124964, 0.074809759, 45, 16.712426444196335, 94, 'High Risk'),
(82247, 88, 18, '07:45.9', 36.33797104318332, 97.49674106177484, 113, 88, 29, 'Male', 50.49303014360422, 1.911591626006115, 0.13161113947664504, 25, 13.81787295163728, 96.33333333333333, 'High Risk'),
(82248, 83, 14, '06:45.9', 36.44006249954856, 95.98948926113344, 117, 72, 87, 'Female', 93.34697392055932, 1.5437415289691139, 0.077267598, 45, 39.169774269824806, 87, 'High Risk'),
(82249, 65, 17, '05:45.9', 36.84451870456333, 99.28691001557934, 110, 70, 83, 'Female', 66.58780365285352, 1.7237440767187957, 0.12603646291205317, 40, 22.41037462979066, 83.33333333333333, 'Low Risk'),
(82250, 90, 17, '04:45.9', 36.968962796482465, 99.96967913772443, 124, 82, 55, 'Female', 77.32709276, 1.6756377940058198, 0.11011545116105856, 42, 27.54047255469755, 96, 'Low Risk'),
(82251, 91, 15, '03:45.9', 37.47918069188674, 96.38850141, 111, 72, 45, 'Male', 87.00629852546146, 1.599576737403648, 0.10123355144528556, 39, 34.00482419453991, 85, 'High Risk'),
(82252, 77, 14, '02:45.9', 36.286713096773255, 99.08824764, 129, 70, 50, 'Male', 80.03348856334657, 1.609772007457791, 0.11845683753906631, 59, 30.884672855097733, 89.66666666666666, 'High Risk'),
(82253, 86, 19, '01:45.9', 36.30427577748269, 99.36395345107563, 132, 72, 86, 'Male', 85.90262606, 1.8052953229525668, 0.085507139, 60, 26.357846622626028, 92, 'Low Risk'),
(82254, 64, 13, '00:45.9', 36.662672367433466, 98.59137095192558, 139, 81, 28, 'Female', 97.18656936604276, 1.8961722757268886, 0.13310212925256254, 58, 27.030287641925675, 100.33333333333333, 'Low Risk'),
(82255, 64, 19, '59:45.9', 37.32098080787687, 99.37376518383805, 111, 77, 88, 'Male', 51.30330764823526, 1.9069993879273683, 0.10913214209281444, 34, 14.10731158849073, 88.33333333333333, 'High Risk'),
(82256, 67, 18, '58:45.9', 37.12506336899455, 95.65409201, 138, 84, 84, 'Male', 87.16146671254307, 1.6266300741308932, 0.068880098, 54, 32.94177030698486, 102, 'High Risk'),
(82257, 93, 19, '57:45.9', 36.140447703976534, 99.24138860251294, 125, 77, 82, 'Female', 84.22701735368368, 1.647365239927129, 0.12943220164875358, 48, 31.036420393102507, 93, 'High Risk'),
(82258, 80, 18, '56:45.9', 36.83759460585121, 95.93224495479356, 123, 75, 69, 'Female', 89.91462622451783, 1.5833450672856089, 0.064853832, 48, 35.86569049780161, 91, 'High Risk'),
(82259, 66, 19, '55:45.9', 36.79921937200327, 95.38952070869614, 111, 71, 36, 'Male', 84.16863105852917, 1.9663806098573349, 0.080749941, 40, 21.767828022692775, 84.33333333333333, 'Low Risk'),
(82260, 84, 16, '54:45.9', 36.07670256815481, 95.90720534, 137, 74, 86, 'Female', 83.43165535238288, 1.9936803362798257, 0.12381345138342643, 63, 20.990356251978177, 95, 'Low Risk'),
(82261, 76, 17, '53:45.9', 37.12528185912328, 99.64165941106317, 127, 80, 83, 'Male', 93.25956662036904, 1.8273135278802728, 0.10827642445923208, 47, 27.92976323816271, 95.66666666666667, 'Low Risk'),
(82262, 73, 19, '52:45.9', 36.71720572409422, 95.66314678917199, 132, 86, 41, 'Male', 69.89261778, 1.8124693499001419, 0.072648947, 46, 21.275999173707195, 101.33333333333333, 'Low Risk'),
(82263, 95, 18, '51:45.9', 36.738546675001885, 95.54403793, 117, 72, 18, 'Female', 92.78646236905715, 1.877111951444207, 0.061091082573051986, 45, 26.333238175972696, 87, 'High Risk'),
(82264, 95, 15, '50:45.9', 36.83827107615083, 96.38855363039897, 116, 84, 85, 'Female', 70.39271859046517, 1.9377774138065653, 0.12406450941113874, 32, 18.746489759650917, 94.66666666666667, 'High Risk'),
(82265, 78, 14, '49:45.9', 36.15302889554289, 96.75600384831314, 127, 76, 18, 'Male', 76.03746525593978, 1.9242235850165206, 0.069251532, 51, 20.53603350048394, 93, 'Low Risk'),
(82266, 85, 12, '48:45.9', 37.21141180480259, 96.08327558132623, 127, 72, 57, 'Male', 63.28353371102137, 1.747201061666244, 0.082011528, 55, 20.73026968871344, 90.33333333333333, 'Low Risk'),
(82267, 67, 18, '47:45.9', 36.29501559136218, 99.72029494150065, 124, 79, 54, 'Male', 75.26408695635158, 1.6721424508705311, 0.11965399336470885, 45, 26.917904778556387, 94, 'Low Risk'),
(82268, 94, 17, '46:45.9', 37.442752822868684, 99.0877196, 130, 76, 33, 'Female', 93.79937709627333, 1.8455639742509986, 0.081063402, 54, 27.53859291153265, 94, 'High Risk'),
(82269, 74, 12, '45:45.9', 36.77832812205084, 97.85021591721303, 119, 76, 65, 'Male', 77.33880011, 1.7662360559315804, 0.1257689956496859, 43, 24.791336340439123, 90.33333333333333, 'Low Risk'),
(82270, 72, 18, '44:45.9', 36.552632590481466, 98.38261964309848, 115, 75, 37, 'Male', 95.38215259258061, 1.729288083585852, 0.13743285383749776, 40, 31.895720855627484, 88.33333333333333, 'High Risk'),
(82271, 79, 12, '43:45.9', 37.44412644174876, 96.18492486124697, 119, 88, 26, 'Male', 67.81574134786621, 1.642657387092045, 0.073591348, 31, 25.13254863300063, 98.33333333333333, 'Low Risk'),
(82272, 87, 18, '42:45.9', 37.31449444144757, 99.81723464037263, 125, 88, 60, 'Male', 51.385071196574685, 1.9340902769515311, 0.14203963657278457, 37, 13.736733705943472, 100.33333333333333, 'High Risk'),
(82273, 86, 18, '41:45.9', 36.89825627144476, 99.60913406080238, 110, 89, 49, 'Female', 97.99218083581854, 1.662929096, 0.08953072, 21, 35.435940094211986, 96, 'High Risk'),
(82274, 61, 13, '40:45.9', 36.35078296065907, 99.15375542, 127, 82, 80, 'Female', 60.149466828987585, 1.7241058933570697, 0.096598043, 45, 20.23503264308455, 97, 'Low Risk'),
(82275, 79, 16, '39:45.9', 37.04456322748364, 99.90711946, 138, 75, 53, 'Male', 63.34253728439826, 1.785188757367301, 0.068035237, 63, 19.87591677154096, 96, 'Low Risk'),
(82276, 86, 12, '38:45.9', 37.19244007265119, 95.89498823626893, 124, 75, 27, 'Female', 59.19963544700497, 1.8616903773345994, 0.10395875798934488, 49, 17.08063941, 91.33333333333333, 'High Risk'),
(82277, 77, 15, '37:45.9', 37.47408735, 99.83320808230242, 121, 87, 53, 'Female', 69.91772780664533, 1.5292265949077237, 0.13183894528726697, 34, 29.898102164548316, 98.33333333333333, 'Low Risk'),
(82278, 67, 19, '36:45.9', 36.84705936772915, 98.51784201370987, 130, 75, 77, 'Male', 51.03831037, 1.7998856315356941, 0.13298886220905348, 55, 15.754566892679419, 93.33333333333333, 'High Risk'),
(82279, 86, 17, '35:45.9', 36.69124590870298, 99.93634148354437, 119, 85, 82, 'Male', 90.20985863571426, 1.6912562189571039, 0.10767741397325822, 34, 31.53807554498281, 96.33333333333333, 'High Risk'),
(82280, 95, 17, '34:45.9', 36.86974752807472, 95.93958218190335, 117, 78, 45, 'Female', 89.27964140429921, 1.511477273740026, 0.094482849, 39, 39.07951759, 91, 'High Risk'),
(82281, 68, 14, '33:45.9', 36.52272537060866, 96.04336848079865, 115, 82, 67, 'Female', 79.00171549815451, 1.6422633814775653, 0.10495433886127614, 33, 29.29212666378505, 93, 'Low Risk'),
(82282, 67, 13, '32:45.9', 36.23073597275719, 96.31916349724871, 122, 82, 82, 'Female', 85.81396384607491, 1.9148580246187483, 0.13160019729111372, 40, 23.40371521, 95.33333333333333, 'Low Risk'),
(82283, 87, 12, '31:45.9', 36.02689023508039, 95.21882031687265, 129, 85, 39, 'Male', 65.54012742, 1.7773835487335747, 0.12039856934101044, 44, 20.74650615695965, 99.66666666666667, 'Low Risk'),
(82284, 81, 14, '30:45.9', 36.43731836129347, 95.05981200897247, 126, 72, 68, 'Male', 96.98187653806251, 1.9557519254777616, 0.084015972, 54, 25.354967032890304, 90, 'Low Risk'),
(82285, 70, 13, '29:45.9', 36.37535016884015, 96.95571423546197, 127, 78, 52, 'Male', 92.73963473932727, 1.9246855582986284, 0.13640084008550646, 49, 25.03489682, 94.33333333333333, 'Low Risk'),
(82286, 91, 14, '28:45.9', 36.53415483048555, 99.89776797474683, 136, 85, 50, 'Female', 88.29637043, 1.6590312583359528, 0.13017783602926686, 51, 32.07995231056477, 102, 'High Risk'),
(82287, 60, 19, '27:45.9', 37.077192152693144, 98.78272414870469, 119, 77, 58, 'Male', 79.58434319219238, 1.5038748991481745, 0.13784695700647526, 42, 35.188780405559314, 91, 'High Risk'),
(82288, 84, 12, '26:45.9', 36.107267987834355, 96.03769189558041, 134, 83, 45, 'Female', 92.92968212675179, 1.7137491645775167, 0.083996944, 51, 31.641709532383242, 100, 'High Risk'),
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(82464, 80, 12, '30:45.9', 36.708804989438214, 97.68250579816038, 136, 78, 79, 'Male', 80.32688328, 1.9927226140895251, 0.086675868, 58, 20.228664791106674, 97.33333333333333, 'Low Risk'),
(82465, 76, 14, '29:45.9', 36.76933679754108, 98.65361515, 122, 73, 68, 'Male', 53.99373370080702, 1.957175752400044, 0.14671122277606263, 49, 14.09560454498809, 89.33333333333333, 'High Risk'),
(82466, 75, 13, '28:45.9', 36.53946167622335, 97.15343774822043, 128, 83, 66, 'Female', 62.78496587493717, 1.5080568244578414, 0.074672513, 45, 27.60706577125955, 98, 'Low Risk'),
(82467, 62, 12, '27:45.9', 36.81101206311114, 99.52396003391016, 117, 73, 73, 'Male', 67.21915209318598, 1.5685720826499527, 0.10439964066909865, 44, 27.320212156364402, 87.66666666666667, 'Low Risk'),
(82468, 68, 17, '26:45.9', 37.15943222887052, 95.97147208737995, 124, 77, 58, 'Male', 57.921051675981815, 1.5219756928415535, 0.13430998308193778, 47, 25.004663006947766, 92.66666666666667, 'Low Risk'),
(82469, 69, 16, '25:45.9', 37.37708948077455, 99.13679962021928, 138, 88, 38, 'Female', 85.27505966744616, 1.988517254867062, 0.080397384, 50, 21.56568733060307, 104.66666666666666, 'Low Risk'),
(82470, 91, 17, '24:45.9', 36.53442055394103, 99.84179497504448, 135, 74, 75, 'Female', 71.81790543334796, 1.5087831389912731, 0.12869869651025384, 61, 31.548527274886546, 94.33333333333333, 'High Risk'),
(82471, 61, 14, '23:45.9', 36.89643563263314, 97.44663101, 122, 76, 51, 'Female', 61.76299683573897, 1.7482467402059187, 0.10939169346573041, 46, 20.207980132187863, 91.33333333333333, 'Low Risk'),
(82472, 96, 14, '22:45.9', 37.27641493435596, 95.12340656576822, 136, 79, 20, 'Female', 81.62697374527673, 1.815659739229007, 0.1369853547078842, 57, 24.760805491046373, 98, 'High Risk'),
(82473, 75, 12, '21:45.9', 37.32715097439328, 95.52400708725862, 134, 74, 76, 'Male', 82.91508841667212, 1.9942413485495685, 0.1308605110211919, 60, 20.84865942082363, 94, 'Low Risk'),
(82474, 74, 14, '20:45.9', 37.055828085704434, 99.23798932033253, 137, 74, 35, 'Male', 94.66100993, 1.5273808389450485, 0.076603917, 63, 40.576675091433884, 95, 'High Risk'),
(82475, 68, 19, '19:45.9', 36.089228328305126, 99.81951788761539, 117, 85, 66, 'Female', 63.661083146087115, 1.619063932451846, 0.051344648, 32, 24.285442839134195, 95.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(82477, 89, 15, '17:45.9', 37.32873191025405, 95.51506069, 129, 70, 29, 'Female', 64.52744719578313, 1.886890738143959, 0.14491846110327228, 59, 18.123871679076853, 89.66666666666666, 'High Risk'),
(82478, 91, 14, '16:45.9', 37.19853100243846, 95.68450233131455, 123, 75, 40, 'Female', 81.46418399827627, 1.9977042859929581, 0.064722815, 48, 20.41288124144283, 91, 'High Risk'),
(82479, 90, 15, '15:45.9', 36.408420623600215, 95.65645841, 132, 79, 19, 'Male', 51.20514003249795, 1.738345656, 0.1273925325050293, 53, 16.94498874716568, 96.66666666666666, 'High Risk'),
(82480, 77, 14, '14:45.9', 37.004799303283924, 98.44275092581701, 113, 80, 28, 'Male', 82.05481214790494, 1.782694433116721, 0.11971072124732231, 33, 25.81964334762197, 91, 'Low Risk'),
(82481, 99, 15, '13:45.9', 36.787169815013755, 98.70261531638373, 120, 88, 40, 'Female', 79.30486593685107, 1.522666180547072, 0.09805832, 32, 34.205065906446336, 98.66666666666667, 'High Risk'),
(82482, 82, 14, '12:45.9', 37.44807256870655, 97.44292157209152, 123, 75, 70, 'Female', 75.41842241905158, 1.6516220634724457, 0.096976294, 48, 27.647514343309066, 91, 'Low Risk'),
(82483, 80, 18, '11:45.9', 36.997444615971865, 99.97471058157011, 129, 81, 88, 'Male', 61.996324715568605, 1.768061162451088, 0.083861969, 48, 19.832222005543784, 97, 'Low Risk'),
(82484, 98, 12, '10:45.9', 36.10457750255022, 99.66124844739122, 137, 84, 20, 'Female', 61.912135414612834, 1.754634371831814, 0.09599911, 53, 20.109557690307604, 101.66666666666666, 'High Risk'),
(82485, 90, 19, '09:45.9', 37.055616529820036, 96.52606578120147, 110, 74, 69, 'Female', 55.81027776734014, 1.5947094309376522, 0.098791373, 36, 21.945781899021114, 86, 'Low Risk'),
(82486, 78, 12, '08:45.9', 36.99033171811942, 96.69217282707659, 132, 76, 51, 'Male', 57.84313348384219, 1.9830007325618095, 0.1098635311345495, 56, 14.709776099094292, 94.66666666666666, 'High Risk'),
(82487, 81, 15, '07:45.9', 36.48802654117817, 95.49892795888779, 122, 85, 67, 'Female', 62.39073499562897, 1.5433587486054372, 0.053427534, 37, 26.193065301165333, 97.33333333333333, 'Low Risk'),
(82488, 99, 13, '06:45.9', 36.02573650284055, 96.40771087600245, 122, 70, 79, 'Male', 51.96152667297568, 1.935888258474139, 0.13673413207330587, 52, 13.865046518308123, 87.33333333333333, 'High Risk'),
(82489, 79, 16, '05:45.9', 36.104945120217714, 98.08795352755159, 117, 88, 74, 'Male', 50.57512285715903, 1.5753372470992764, 0.11602253895244542, 29, 20.379328193882685, 97.66666666666667, 'Low Risk'),
(82490, 80, 16, '04:45.9', 37.45400533594375, 95.91823166512626, 121, 82, 82, 'Female', 93.17705379, 1.517269873433969, 0.1125937347512376, 39, 40.47466891183076, 95, 'High Risk'),
(82491, 70, 19, '03:45.9', 37.10672268196056, 95.81227516881732, 132, 84, 89, 'Female', 87.50718217456448, 1.6224435593894524, 0.13623401780810124, 48, 33.2433287, 100, 'High Risk'),
(82492, 76, 16, '02:45.9', 36.177808538566325, 99.98759893390493, 125, 71, 47, 'Female', 82.21243496290253, 1.6859909521859937, 0.050069353, 54, 28.921914104512386, 89, 'Low Risk'),
(82493, 75, 14, '01:45.9', 37.36204294858662, 95.76319049, 111, 80, 25, 'Male', 54.325364485616085, 1.8606248713356184, 0.063325164, 31, 15.692242284035308, 90.33333333333333, 'High Risk'),
(82494, 98, 15, '00:45.9', 37.43444279961477, 99.01015835863807, 138, 77, 52, 'Male', 89.64701652581962, 1.6537219094056794, 0.098941212, 61, 32.78014575463902, 97.33333333333333, 'High Risk'),
(82495, 75, 13, '59:45.9', 36.814570833849665, 95.18299911294838, 133, 86, 21, 'Female', 80.31707267928358, 1.5305979551927307, 0.09463545, 47, 34.28353640233378, 101.66666666666667, 'High Risk'),
(82496, 87, 17, '58:45.9', 36.72509447472379, 97.24206034507316, 113, 86, 20, 'Male', 94.04888440155904, 1.5877096633047145, 0.14405133736997952, 27, 37.30881646387617, 95, 'High Risk'),
(82497, 94, 19, '57:45.9', 36.32258529908304, 99.34312341281733, 138, 74, 32, 'Male', 69.91109270000857, 1.5825013870752789, 0.11866318002563335, 64, 27.916302227327296, 95.33333333333333, 'High Risk'),
(82498, 74, 16, '56:45.9', 36.84450201505005, 98.41552827, 118, 79, 48, 'Female', 61.196269346640186, 1.7612049518623107, 0.06769213, 39, 19.729003584482502, 92, 'Low Risk'),
(82499, 62, 13, '55:45.9', 36.56209698843074, 97.54797877785597, 115, 72, 34, 'Male', 90.24481401195736, 1.7000026270077186, 0.069893433, 43, 31.226482734333523, 86.33333333333333, 'High Risk'),
(82500, 85, 16, '54:45.9', 36.60979013361736, 97.81493686546344, 122, 72, 56, 'Male', 96.92704618419876, 1.5788876959626668, 0.1252166573475332, 50, 38.881453995259434, 88.66666666666666, 'High Risk'),
(82501, 69, 15, '53:45.9', 36.176727773849954, 98.49936543589807, 121, 70, 51, 'Male', 53.28590758964573, 1.8195795865348803, 0.10683992162022554, 51, 16.094231925137898, 87, 'High Risk'),
(82502, 68, 14, '52:45.9', 36.90570645239335, 98.56308295688156, 134, 71, 39, 'Male', 52.74945756247214, 1.651254389734429, 0.12279007812187273, 63, 19.345948516552212, 92, 'Low Risk'),
(82503, 63, 19, '51:45.9', 37.07027288520962, 95.94474631346296, 125, 80, 48, 'Male', 77.29058307631081, 1.7576319959298976, 0.1206035957195667, 45, 25.01904244172857, 95, 'Low Risk'),
(82504, 71, 14, '50:45.9', 36.242868266302956, 99.37203196658771, 114, 85, 73, 'Male', 66.80627651887187, 1.5902168866235606, 0.078754684, 29, 26.41828036959724, 94.66666666666667, 'Low Risk'),
(82505, 64, 12, '49:45.9', 36.743140688705644, 98.28596884317818, 127, 82, 83, 'Male', 67.19702630422286, 1.6927215621203984, 0.1322554695445768, 45, 23.451952278962217, 97, 'Low Risk'),
(82506, 90, 15, '48:45.9', 36.57227803006478, 99.97671047387644, 133, 78, 33, 'Male', 82.13276137145911, 1.679535030053858, 0.1438299502233143, 55, 29.116441207520815, 96.33333333333333, 'Low Risk'),
(82507, 91, 15, '47:45.9', 36.162258997980885, 95.47208036708413, 132, 70, 57, 'Male', 84.99452732400178, 1.8891459495191092, 0.1497498046087069, 62, 23.815512956250107, 90.66666666666666, 'High Risk'),
(82508, 74, 16, '46:45.9', 36.60370112496724, 96.97003100037453, 136, 76, 46, 'Female', 91.79791959119386, 1.7752458640309599, 0.10852575847700467, 60, 29.12834567937886, 96, 'Low Risk'),
(82509, 63, 16, '45:45.9', 37.20336381747013, 96.18164440838103, 137, 89, 30, 'Female', 53.41791561050481, 1.6127183169653807, 0.12491273684977054, 48, 20.538555713799727, 105, 'Low Risk'),
(82510, 60, 17, '44:45.9', 36.57877872334689, 98.34707023333476, 128, 78, 53, 'Male', 86.37807438, 1.8168003272305626, 0.12570345157692064, 50, 26.16912003397133, 94.66666666666666, 'Low Risk'),
(82511, 98, 15, '43:45.9', 37.05626771220055, 95.82602983856789, 113, 82, 42, 'Female', 50.138398753126076, 1.5128202995282436, 0.1417622361066132, 31, 21.907648953581337, 92.33333333333333, 'High Risk'),
(82512, 93, 15, '42:45.9', 36.90117971179268, 95.86942024639193, 131, 76, 74, 'Male', 88.19572759272646, 1.9711093137769433, 0.088177805, 55, 22.70001411819972, 94.33333333333333, 'High Risk'),
(82513, 64, 16, '41:45.9', 36.303102750147175, 95.09584690943464, 127, 76, 22, 'Male', 66.76064408415519, 1.6869823176461696, 0.12103033799605964, 51, 23.458457774681786, 93, 'Low Risk'),
(82514, 94, 14, '40:45.9', 37.01344744861545, 96.43934062435905, 131, 72, 40, 'Male', 71.23056804, 1.7168140988998042, 0.1293053345668787, 59, 24.166839920968265, 91.66666666666666, 'High Risk'),
(82515, 63, 12, '39:45.9', 36.55676121253789, 98.57032829591667, 115, 73, 26, 'Male', 91.74815890688424, 1.7330264028544202, 0.062960547, 42, 30.548296664390556, 87, 'High Risk'),
(82516, 83, 18, '38:45.9', 36.105231890637256, 98.64564120430981, 110, 88, 31, 'Male', 87.41202381218338, 1.5986451107056703, 0.13468123455018477, 22, 34.203224253148605, 95.33333333333333, 'High Risk'),
(82517, 66, 12, '37:45.9', 36.536323841494415, 98.18027758906715, 116, 73, 22, 'Male', 52.71435267176533, 1.946438650623291, 0.12324467636072313, 43, 13.91385387752722, 87.33333333333333, 'High Risk'),
(82518, 75, 19, '36:45.9', 36.042074668561305, 97.55155678401911, 116, 82, 55, 'Female', 65.22004240199333, 1.851375203292696, 0.13410721426662203, 34, 19.027958324656876, 93.33333333333333, 'Low Risk'),
(82519, 73, 12, '35:45.9', 36.65785825659358, 98.82919994772993, 126, 89, 31, 'Female', 53.102422841032144, 1.8880386820015107, 0.14811041535591557, 37, 14.896785380132245, 101.33333333333333, 'High Risk'),
(82520, 61, 17, '34:45.9', 36.58981644646046, 99.23451113355289, 130, 71, 70, 'Male', 55.892953823652796, 1.9839813840791987, 0.063920886, 59, 14.199788511808359, 90.66666666666666, 'High Risk'),
(82521, 79, 18, '33:45.9', 37.38228177613833, 97.90043839054356, 125, 79, 58, 'Male', 84.14997011983536, 1.6907514835341952, 0.14022583674600103, 46, 29.43705855708558, 94.33333333333333, 'Low Risk'),
(82522, 66, 19, '32:45.9', 36.63864505262334, 97.56094717, 111, 81, 63, 'Female', 61.475966609624436, 1.6502106590743921, 0.084684313, 30, 22.574939238073995, 91, 'Low Risk'),
(82523, 75, 15, '31:45.9', 36.62106099443452, 98.94391454838659, 122, 88, 29, 'Female', 96.67502315576252, 1.9427405166577378, 0.1363057625727075, 34, 25.614429617569876, 99.33333333333333, 'Low Risk'),
(82524, 68, 16, '30:45.9', 37.11198835668846, 99.47010109, 139, 81, 65, 'Male', 58.87239384771731, 1.8095929715460577, 0.11353277778577521, 58, 17.978352598226845, 100.33333333333333, 'High Risk'),
(82525, 61, 16, '29:45.9', 36.50740242692884, 97.02487309203616, 110, 78, 74, 'Male', 60.39071335050393, 1.521305928, 0.13903464847452068, 32, 26.093782869494188, 88.66666666666667, 'Low Risk'),
(82526, 62, 15, '28:45.9', 37.24992265697064, 99.03282354, 124, 86, 82, 'Female', 50.33191751820226, 1.6891007183072313, 0.099584129, 38, 17.641373018137465, 98.66666666666667, 'High Risk'),
(82527, 61, 15, '27:45.9', 36.61390422874965, 96.16301719361174, 137, 85, 70, 'Female', 77.96475100088647, 1.718635732911726, 0.10831710105927414, 52, 26.395544294808325, 102.33333333333333, 'Low Risk'),
(82528, 89, 17, '26:45.9', 36.63646385, 99.56317889, 137, 89, 58, 'Male', 82.25049673604772, 1.6293714562431632, 0.13062349266887488, 48, 30.98120614959716, 105, 'High Risk'),
(82529, 61, 14, '25:45.9', 36.206552153324175, 97.30740461333491, 110, 88, 72, 'Male', 52.62501941523568, 1.9074054992862186, 0.057468727, 22, 14.46459267030364, 95.33333333333333, 'High Risk'),
(82530, 85, 13, '24:45.9', 36.04866322844401, 98.92980016474537, 133, 73, 88, 'Male', 86.09253589, 1.7994350476520944, 0.090623769, 60, 26.58845795265738, 93, 'Low Risk'),
(82531, 73, 18, '23:45.9', 36.14456973286205, 99.40606569343919, 130, 74, 84, 'Male', 59.907981932498956, 1.745579390662535, 0.11406337396151547, 56, 19.660994362434312, 92.66666666666666, 'Low Risk'),
(82532, 63, 17, '22:45.9', 36.274455023460824, 99.27676639170174, 138, 80, 40, 'Female', 84.27304669744532, 1.7589164594050102, 0.10364723638727341, 58, 27.239445918335353, 99.33333333333333, 'Low Risk'),
(82533, 87, 14, '21:45.9', 36.00274742534707, 96.56185756244417, 115, 74, 50, 'Female', 95.55922516067378, 1.6328125233112054, 0.091941082, 41, 35.84263868336367, 87.66666666666667, 'High Risk'),
(82534, 67, 13, '20:45.9', 37.211594465746806, 99.46969303951204, 129, 77, 74, 'Female', 72.64040517458551, 1.940901144451261, 0.10222190371830542, 52, 19.282859003907365, 94.33333333333333, 'Low Risk'),
(82535, 61, 15, '19:45.9', 36.17688582613763, 99.09351352992023, 137, 74, 60, 'Female', 70.70576596493294, 1.6665665229872388, 0.1045578309164185, 63, 25.457134900854626, 95, 'Low Risk'),
(82536, 65, 18, '18:45.9', 36.96766333047134, 99.81714404650356, 120, 77, 77, 'Male', 51.01867597139512, 1.9202759279945267, 0.1306264109056513, 43, 13.835724579331755, 91.33333333333333, 'High Risk'),
(82537, 63, 17, '17:45.9', 37.255400146815674, 99.95353472515393, 121, 76, 81, 'Female', 70.66484357620288, 1.5445448898375087, 0.14056484926243318, 45, 29.62117842076248, 91, 'Low Risk'),
(82538, 96, 18, '16:45.9', 37.07370755342222, 99.48474494, 128, 75, 48, 'Female', 87.05508252150644, 1.8512225727249119, 0.12560199429959917, 53, 25.402523229859476, 92.66666666666666, 'High Risk'),
(82539, 77, 12, '15:45.9', 36.855029230265075, 96.570604, 129, 86, 60, 'Female', 67.59896060106512, 1.995081466279944, 0.072262068, 43, 16.983169729152607, 100.33333333333333, 'High Risk'),
(82540, 82, 17, '14:45.9', 37.48189554637001, 95.40290765611343, 132, 87, 72, 'Male', 78.11438607433554, 1.7256547747998936, 0.10235272425493416, 45, 26.23150382445664, 102, 'Low Risk'),
(82541, 96, 16, '13:45.9', 36.72595511576918, 96.68809418560427, 119, 70, 80, 'Female', 77.30898155548397, 1.6711896483942188, 0.082982024, 49, 27.680789852570502, 86.33333333333333, 'High Risk'),
(82542, 74, 12, '12:45.9', 37.42787872812635, 99.38823787268393, 121, 86, 19, 'Female', 89.87749858643848, 1.8115836543079444, 0.1411957601086983, 35, 27.38635226006329, 97.66666666666667, 'Low Risk'),
(82543, 74, 12, '11:45.9', 36.56604669875953, 96.77940420561542, 117, 80, 39, 'Female', 95.30298322, 1.9491799154373162, 0.082779241, 37, 25.084337761486015, 92.33333333333333, 'Low Risk'),
(82544, 82, 16, '10:45.9', 37.22079672069262, 97.06268697343394, 113, 81, 20, 'Male', 66.41149976873518, 1.923376631472209, 0.063358278, 32, 17.952073498807234, 91.66666666666667, 'High Risk'),
(82545, 91, 16, '09:45.9', 37.493724966038904, 98.18217949, 128, 88, 36, 'Female', 96.2069473, 1.6362907106782438, 0.12829324813041276, 40, 35.932340354266074, 101.33333333333333, 'High Risk'),
(82546, 91, 17, '08:45.9', 36.61055499087526, 95.73064817138702, 122, 77, 57, 'Female', 73.37741560987561, 1.6943502931868453, 0.14847719470438991, 45, 25.559715021204877, 92, 'High Risk'),
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(82723, 97, 17, '11:45.9', 37.27469082243427, 98.31013674252789, 138, 80, 68, 'Male', 94.89834600623601, 1.7007309228511878, 0.12023875172419803, 58, 32.80857946048648, 99.33333333333333, 'High Risk'),
(82724, 99, 13, '10:45.9', 37.17562500250918, 98.34647324826761, 126, 77, 25, 'Male', 86.31324203585277, 1.9779740409215687, 0.13761662903339256, 49, 22.061561814319518, 93.33333333333333, 'High Risk'),
(82725, 70, 16, '09:45.9', 36.413550883810345, 97.70211341808523, 114, 87, 78, 'Female', 88.46643896480151, 1.6381672255693502, 0.10183862761219928, 27, 32.965683164685316, 96, 'High Risk'),
(82726, 61, 15, '08:45.9', 37.31926865734219, 98.26634339691633, 127, 71, 21, 'Female', 58.77156641982193, 1.6809791535225815, 0.13538775902546787, 56, 20.799007462785298, 89.66666666666666, 'Low Risk'),
(82727, 80, 12, '07:45.9', 36.678444567690505, 98.23062873024739, 134, 78, 59, 'Female', 75.36863165814877, 1.7152691422524675, 0.1265654500020359, 56, 25.61687099253889, 96.66666666666666, 'Low Risk'),
(82728, 60, 15, '06:45.9', 36.330040623481835, 99.36400814695895, 113, 77, 30, 'Male', 58.176842211697846, 1.737670067007431, 0.075935891, 36, 19.26706241737924, 89, 'Low Risk'),
(82729, 80, 14, '05:45.9', 36.97615286456488, 95.41434787, 133, 87, 32, 'Male', 92.62424102047456, 1.5070801646230532, 0.1474492590190698, 46, 40.78044443050412, 102.33333333333333, 'High Risk'),
(82730, 68, 17, '04:45.9', 36.64989433282556, 95.39079575499599, 129, 70, 74, 'Male', 73.48380763, 1.5577954171614503, 0.13056186912820492, 59, 30.28104146, 89.66666666666666, 'High Risk'),
(82731, 74, 13, '03:45.9', 36.007189277460064, 97.89675403554975, 112, 81, 19, 'Female', 91.98776551255395, 1.6012728516509935, 0.08591005, 31, 35.875617774537936, 91.33333333333333, 'High Risk'),
(82732, 99, 14, '02:45.9', 36.56947015785377, 96.24838223446746, 117, 86, 69, 'Female', 73.52042374144658, 1.7186553403609777, 0.1322764109296734, 31, 24.89031642456703, 96.33333333333333, 'High Risk'),
(82733, 76, 13, '01:45.9', 37.410349817365976, 98.16897939137543, 136, 76, 56, 'Female', 74.55707944877508, 1.5264419213456533, 0.10937573615680027, 60, 31.99840404843425, 96, 'High Risk'),
(82734, 77, 18, '00:45.9', 37.06410658569593, 95.35697384890281, 133, 88, 23, 'Female', 64.93104586422115, 1.562936982827814, 0.10745701850830647, 45, 26.58088660649371, 103, 'Low Risk'),
(82735, 60, 18, '59:45.9', 37.27315631705143, 97.34852970360117, 120, 89, 29, 'Male', 99.36339922319479, 1.8761287847864043, 0.11721844096206663, 31, 28.22936745320852, 99.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(82739, 93, 13, '55:45.9', 37.35004557740348, 99.14779622271436, 136, 82, 75, 'Male', 76.66380968062506, 1.9820897184805375, 0.11774631278185399, 54, 19.513886717519412, 100, 'High Risk'),
(82740, 95, 14, '54:45.9', 37.11032141067067, 97.97454465692692, 133, 74, 81, 'Male', 58.45087597849032, 1.5091317845598728, 0.05673603, 59, 25.664729540861586, 93.66666666666666, 'High Risk'),
(82741, 78, 17, '53:45.9', 37.48759707, 99.53867088026382, 113, 74, 24, 'Male', 57.65164132304776, 1.7977432900769421, 0.13908207245474652, 39, 17.83841745614109, 87, 'High Risk'),
(82742, 65, 18, '52:45.9', 36.915650476054864, 99.98808248052795, 128, 83, 87, 'Female', 64.93069689224647, 1.8880485148839974, 0.09613897, 45, 18.214773066341163, 98, 'High Risk'),
(82743, 90, 17, '51:45.9', 37.40224265861375, 96.90025505325518, 134, 75, 54, 'Male', 83.10267433141775, 1.663996302258551, 0.11820548345970845, 59, 30.013060683477995, 94.66666666666666, 'High Risk'),
(82744, 60, 12, '50:45.9', 37.21459245835021, 97.77237255737643, 114, 71, 73, 'Female', 88.21515276187276, 1.6926480067745278, 0.13927118991043752, 43, 30.790013706398753, 85.33333333333333, 'High Risk'),
(82745, 93, 17, '49:45.9', 36.35113840430133, 97.56931967442138, 116, 71, 58, 'Female', 63.23532785, 1.8507558531263433, 0.14608684720416706, 45, 18.46126734108867, 86, 'High Risk'),
(82746, 93, 12, '48:45.9', 36.720278671503124, 95.15200387048633, 111, 82, 52, 'Male', 96.97001562857426, 1.6357658761562117, 0.10354660475073968, 29, 36.24058315700555, 91.66666666666667, 'High Risk'),
(82747, 67, 17, '47:45.9', 36.524709489466964, 95.83402022407383, 133, 76, 19, 'Female', 73.80849328900872, 1.5174028041221264, 0.055814394, 57, 32.05564909, 95, 'High Risk'),
(82748, 88, 18, '46:45.9', 37.35755275674742, 97.03400554, 136, 86, 24, 'Male', 50.307000208680655, 1.660280091, 0.064008901, 50, 18.250119005832342, 102.66666666666666, 'High Risk'),
(82749, 76, 13, '45:45.9', 37.27649591394781, 97.04364985051419, 127, 86, 52, 'Female', 66.51560094645843, 1.830745757, 0.061008582, 41, 19.845746819438965, 99.66666666666667, 'Low Risk'),
(82750, 81, 12, '44:45.9', 36.86869259122485, 96.46513425095274, 133, 80, 40, 'Male', 79.04865512535886, 1.7708992263340468, 0.064927457, 53, 25.206165831399623, 97.66666666666666, 'Low Risk'),
(82751, 79, 18, '43:45.9', 36.04922400497965, 96.18678444690289, 115, 86, 35, 'Male', 71.33057884903161, 1.948574665234093, 0.10566129419275652, 29, 18.786316940620733, 95.66666666666667, 'Low Risk'),
(82752, 91, 13, '42:45.9', 36.71107559092866, 95.42120997670034, 136, 89, 65, 'Female', 82.97039292522932, 1.5824805270766606, 0.11634085477737577, 47, 33.131904251582974, 104.66666666666667, 'High Risk'),
(82753, 70, 16, '41:45.9', 36.76741467603862, 99.64364501, 118, 81, 87, 'Female', 85.39691838997186, 1.8993435623161896, 0.13932793422013556, 37, 23.67201029, 93.33333333333333, 'Low Risk'),
(82754, 85, 17, '40:45.9', 37.434727234829516, 95.13934237914148, 135, 88, 53, 'Male', 92.92762537270214, 1.7583296147166214, 0.089333473, 47, 30.05690495270207, 103.66666666666667, 'High Risk'),
(82755, 84, 14, '39:45.9', 36.61850249552198, 97.29980356180926, 111, 82, 42, 'Female', 61.17806297897496, 1.843677977029547, 0.064197052, 29, 17.99805547925727, 91.66666666666667, 'High Risk'),
(82756, 97, 18, '38:45.9', 37.131289204501535, 95.29088626857303, 121, 71, 55, 'Male', 63.349485450432915, 1.9174405357397593, 0.052559863720344546, 50, 17.230555659308514, 87.66666666666666, 'High Risk'),
(82757, 74, 14, '37:45.9', 37.32624628979119, 99.70466043879378, 136, 86, 86, 'Male', 98.37670308585183, 1.891354431344551, 0.063755376, 50, 27.500869249833862, 102.66666666666666, 'Low Risk'),
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(82759, 78, 15, '35:45.9', 36.617830694352904, 98.36537791, 139, 79, 77, 'Male', 74.15261848412653, 1.659287788112111, 0.0936979, 60, 26.932896220916184, 99, 'Low Risk'),
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(82763, 93, 19, '31:45.9', 36.87515538, 98.72772663286062, 126, 80, 89, 'Male', 52.84901751527883, 1.981907795797845, 0.085054259, 46, 13.454576306415362, 95.33333333333333, 'High Risk'),
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(82766, 99, 16, '28:45.9', 36.30496123967903, 97.53961073045826, 119, 71, 27, 'Male', 63.42557453716138, 1.548230656954587, 0.10240938386498924, 48, 26.460197676764153, 87, 'High Risk'),
(82767, 88, 17, '27:45.9', 36.83197522626807, 96.30861226715052, 138, 78, 52, 'Female', 51.002039719973325, 1.8152043402951947, 0.1447906265216029, 60, 15.478771976093734, 98, 'High Risk'),
(82768, 75, 18, '26:45.9', 37.264246711028925, 99.25219177550434, 122, 70, 80, 'Female', 63.59451132238914, 1.8008163596255213, 0.068190774, 52, 19.61014386001005, 87.33333333333333, 'Low Risk'),
(82769, 98, 16, '25:45.9', 36.39879419305628, 97.66744448924204, 113, 81, 37, 'Male', 92.90208680709648, 1.569543027507031, 0.095464168, 32, 37.711952441151915, 91.66666666666667, 'High Risk'),
(82770, 62, 15, '24:45.9', 36.04378927422781, 98.41374255602065, 110, 83, 86, 'Male', 97.84518182928332, 1.9913722394597715, 0.087856109, 27, 24.673715196618026, 92, 'Low Risk'),
(82771, 83, 14, '23:45.9', 37.02251334, 99.64820245, 116, 83, 20, 'Female', 78.15437610959543, 1.5315380967087067, 0.075266507, 33, 33.319439878135746, 94, 'High Risk'),
(82772, 97, 18, '22:45.9', 36.09046693756842, 95.00154325878145, 111, 79, 64, 'Male', 72.40452999750882, 1.9137172048008761, 0.14896813582367915, 32, 19.77016145878104, 89.66666666666667, 'High Risk'),
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(82775, 94, 19, '19:45.9', 37.34850819843536, 98.44408942508548, 128, 75, 66, 'Female', 88.42406627220976, 1.8343339879199645, 0.064913269, 53, 26.27929174646213, 92.66666666666666, 'High Risk'),
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(82777, 72, 14, '17:45.9', 36.99035294, 99.97365660139911, 134, 83, 22, 'Male', 58.12162596972853, 1.8768439911415777, 0.087977159, 51, 16.499903596031004, 100, 'High Risk'),
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(82779, 93, 17, '15:45.9', 37.45047622685554, 96.08958016187233, 115, 75, 43, 'Male', 96.06096285553377, 1.5844768282638788, 0.1035077078652778, 40, 38.262659299432684, 88.33333333333333, 'High Risk'),
(82780, 84, 17, '14:45.9', 36.84822492335869, 96.00352886415781, 113, 85, 73, 'Male', 94.85343438757388, 1.6972453948938906, 0.10190854021903503, 28, 32.927880894758765, 94.33333333333333, 'High Risk'),
(82781, 87, 15, '13:45.9', 37.481741936155665, 96.54893990181124, 123, 88, 37, 'Male', 54.090912801610045, 1.8505477522878955, 0.10957814758994006, 35, 15.795148662067792, 99.66666666666667, 'High Risk'),
(82782, 65, 12, '12:45.9', 37.126322034938546, 97.70403919175604, 113, 84, 52, 'Female', 62.12615090346839, 1.628136583, 0.14758406917697747, 29, 23.436501257652722, 93.66666666666667, 'Low Risk'),
(82783, 89, 13, '11:45.9', 36.93223163167632, 98.27697025, 111, 84, 37, 'Male', 66.10067033462826, 1.7578931215587983, 0.050294117601355284, 27, 21.390499698644614, 93, 'Low Risk'),
(82784, 71, 12, '10:45.9', 37.17595765, 96.46287387962576, 120, 88, 86, 'Female', 63.90243981682287, 1.8613786614763734, 0.0717124, 32, 18.443696969255065, 98.66666666666667, 'High Risk'),
(82785, 89, 12, '09:45.9', 36.16895278048248, 98.15540291374009, 117, 82, 63, 'Female', 87.95951861537696, 1.9167807282801812, 0.11281052151996707, 35, 23.940762338807065, 93.66666666666667, 'Low Risk'),
(82786, 65, 19, '08:45.9', 36.72803329, 95.91873413900716, 117, 78, 51, 'Female', 83.41193358915675, 1.8295367999054024, 0.10918874169138762, 39, 24.91987674, 91, 'Low Risk'),
(82787, 98, 17, '07:45.9', 37.289868837680956, 98.71136505283182, 125, 86, 82, 'Female', 68.96358998303631, 1.742268006, 0.085213506, 39, 22.719038001169725, 99, 'High Risk'),
(82788, 95, 15, '06:45.9', 36.00454509222071, 99.10675856401458, 139, 74, 43, 'Female', 98.74700581210396, 1.6329732687018894, 0.12014696916818618, 65, 37.031029399443646, 95.66666666666666, 'High Risk'),
(82789, 68, 17, '05:45.9', 36.85628718730216, 95.82998963246756, 134, 73, 26, 'Female', 64.94105672221481, 1.9989719826043897, 0.12079559952943915, 61, 16.25196719168961, 93.33333333333333, 'High Risk'),
(82790, 80, 15, '04:45.9', 36.12343460536148, 99.99428147, 114, 79, 47, 'Male', 83.57817567400357, 1.619348960974013, 0.058392363383801764, 35, 31.87219642835092, 90.66666666666667, 'High Risk'),
(82791, 64, 18, '03:45.9', 37.06121017524863, 95.26013974579068, 134, 73, 55, 'Female', 62.306067806649736, 1.7367200206537179, 0.13576929976611035, 61, 20.65716515809585, 93.33333333333333, 'Low Risk'),
(82792, 68, 19, '02:45.9', 36.46217822731788, 97.75686534967024, 122, 73, 79, 'Male', 79.20387664805173, 1.8859139597598245, 0.1287046047044664, 49, 22.269101168963417, 89.33333333333333, 'Low Risk'),
(82793, 96, 13, '01:45.9', 37.11843083344399, 95.49167898345218, 117, 70, 77, 'Female', 94.09170414394745, 1.5882472307070388, 0.087609699, 47, 37.30054014350357, 85.66666666666667, 'High Risk'),
(82794, 91, 14, '00:45.9', 36.20852949829882, 98.77423632847358, 120, 84, 80, 'Male', 85.97239409291814, 1.9919537468655713, 0.085976605, 36, 21.667086693795245, 96, 'High Risk'),
(82795, 71, 18, '59:45.9', 37.34725623270827, 99.22192287549086, 112, 84, 29, 'Female', 66.18137638287897, 1.972182187134744, 0.088656076, 28, 17.015383081610803, 93.33333333333333, 'High Risk'),
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(82800, 67, 16, '54:45.9', 36.704123981654725, 99.86055332201327, 131, 71, 34, 'Male', 94.72921245736018, 1.8250280419684246, 0.10404402813410549, 60, 28.440998733930616, 91, 'Low Risk'),
(82801, 97, 17, '53:45.9', 37.25084569379804, 99.92617927535285, 117, 84, 71, 'Male', 50.494325526209856, 1.760763251301866, 0.13097226399752915, 33, 16.286983052492893, 95, 'High Risk'),
(82802, 96, 12, '52:45.9', 36.31182134732701, 95.12023085819501, 126, 77, 55, 'Female', 58.18442779162413, 1.506897876783861, 0.052023661, 49, 25.623539797638653, 93.33333333333333, 'High Risk'),
(82803, 89, 19, '51:45.9', 36.72087418, 96.46007754015831, 110, 82, 43, 'Male', 87.88835197300146, 1.6789248209333933, 0.126383968, 28, 31.17947667180938, 91.33333333333333, 'High Risk'),
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(82805, 78, 17, '49:45.9', 36.01605697272002, 95.77080478698909, 125, 82, 74, 'Female', 63.33923254393129, 1.9828450382662552, 0.13987804206962262, 43, 16.109989119766016, 96.33333333333333, 'High Risk'),
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(82981, 78, 16, '53:45.9', 36.15312740212279, 99.48307583, 110, 89, 81, 'Female', 64.21848991, 1.633558575024074, 0.07275686, 21, 24.06526594859402, 96, 'Low Risk'),
(82982, 95, 17, '52:45.9', 36.18192173302285, 95.65725951368852, 120, 84, 88, 'Male', 59.21149775965171, 1.8587970491307155, 0.06473119, 36, 17.137288106881186, 96, 'High Risk'),
(82983, 95, 15, '51:45.9', 36.596945522223976, 97.70786512710204, 112, 76, 88, 'Female', 52.92335521062088, 1.6614511316992033, 0.10373122803167206, 36, 19.172212140450732, 88, 'High Risk'),
(82984, 72, 18, '50:45.9', 36.68162587150061, 98.81398242106872, 131, 80, 49, 'Male', 97.56333695717498, 1.8235418042366904, 0.074749555, 51, 29.339668214765997, 97, 'Low Risk'),
(82985, 94, 17, '49:45.9', 36.09577666782789, 97.96955336571602, 129, 78, 36, 'Female', 62.56369626688654, 1.860934463109684, 0.083035139, 51, 18.065926600554626, 95, 'High Risk'),
(82986, 86, 18, '48:45.9', 36.663516427246364, 95.25325199867373, 139, 75, 22, 'Male', 57.44930604, 1.5792114874954373, 0.12100595128771287, 64, 23.035847670454704, 96.33333333333333, 'Low Risk'),
(82987, 76, 19, '47:45.9', 37.08930867791088, 98.56111640989381, 113, 79, 87, 'Female', 90.55019642727727, 1.6138833103372974, 0.070378207, 34, 34.76523231553997, 90.33333333333333, 'High Risk'),
(82988, 82, 18, '46:45.9', 36.35922507075012, 98.23829520915244, 124, 85, 27, 'Male', 68.27715678513806, 1.8650283479870182, 0.14994916208916886, 39, 19.62928827429093, 98, 'Low Risk'),
(82989, 92, 18, '45:45.9', 37.15816177173961, 96.05001484935838, 117, 77, 31, 'Male', 71.52255963770263, 1.7629649247394834, 0.13308855397642572, 40, 23.01207097675556, 90.33333333333333, 'High Risk'),
(82990, 76, 17, '44:45.9', 37.444225896861965, 96.41597828080249, 134, 72, 66, 'Female', 56.04527797461791, 1.6826982607935923, 0.071967104, 62, 19.793679589104013, 92.66666666666666, 'Low Risk'),
(82991, 60, 13, '43:45.9', 36.36289917279213, 95.34379185126413, 136, 87, 53, 'Male', 57.67675252060201, 1.603577532973563, 0.12893516435713714, 49, 22.429566175828832, 103.33333333333333, 'Low Risk'),
(82992, 63, 19, '42:45.9', 36.57558008, 99.98179521574775, 130, 85, 62, 'Female', 90.69002853298527, 1.9310847159330373, 0.05464689, 45, 24.319625643796318, 100, 'Low Risk'),
(82993, 66, 15, '41:45.9', 37.12453538098837, 98.31690221361923, 121, 73, 45, 'Female', 65.20332733838583, 1.7773901245309398, 0.06025093, 48, 20.639740504506573, 89, 'Low Risk'),
(82994, 84, 18, '40:45.9', 36.81431069088229, 98.17914676160673, 124, 70, 22, 'Female', 67.12745667, 1.7440548117523522, 0.089160468, 54, 22.06886171981647, 88, 'Low Risk'),
(82995, 94, 18, '39:45.9', 36.45039061729528, 95.86586026295463, 119, 85, 65, 'Male', 61.85440043640809, 1.8693800809682504, 0.1387337989677086, 34, 17.700086143172076, 96.33333333333333, 'High Risk'),
(82996, 80, 14, '38:45.9', 36.265595427998385, 98.07127370771323, 112, 85, 73, 'Male', 88.08725743409315, 1.6419829672978152, 0.14563503291440333, 27, 32.67200546632634, 94, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(82998, 95, 13, '36:45.9', 36.63571926658424, 98.21912536839795, 120, 85, 58, 'Female', 50.730135717535056, 1.6312118262943038, 0.091159701, 35, 19.065372780400956, 96.66666666666667, 'High Risk'),
(82999, 90, 18, '35:45.9', 36.05637128, 98.89852325000953, 110, 70, 71, 'Male', 79.07975833480614, 1.8699696147796532, 0.14062921456931238, 40, 22.614981353994427, 83.33333333333333, 'Low Risk'),
(83000, 63, 19, '34:45.9', 37.336471445917255, 99.40904738508252, 139, 73, 18, 'Female', 67.93966865885015, 1.8671386115133037, 0.050488088, 66, 19.488136120220613, 95, 'Low Risk'),
(83001, 65, 16, '33:45.9', 36.599588908939005, 99.25631490770299, 123, 88, 42, 'Male', 99.76335696448777, 1.500783495321901, 0.1446317275222545, 35, 44.29298654725278, 99.66666666666667, 'High Risk'),
(83002, 67, 18, '32:45.9', 36.87747995541651, 99.27449877749385, 125, 75, 64, 'Male', 94.28303940196392, 1.9702015467531158, 0.088967109, 50, 24.28914698765483, 91.66666666666666, 'Low Risk'),
(83003, 81, 16, '31:45.9', 37.293818561065706, 96.64755861466219, 121, 75, 21, 'Female', 64.27489478563642, 1.6317992091529652, 0.1341707084162092, 46, 24.138369876248298, 90.33333333333333, 'Low Risk'),
(83004, 85, 15, '30:45.9', 36.80417520132504, 98.66549780934345, 125, 77, 77, 'Female', 85.74615841662813, 1.5497946207914999, 0.14717282705112775, 48, 35.69984854583308, 93, 'High Risk'),
(83005, 79, 16, '29:45.9', 36.958146675682066, 95.35553717202968, 128, 78, 53, 'Male', 84.52473072380909, 1.9233488574426036, 0.1302349184033365, 50, 22.849024758381304, 94.66666666666666, 'Low Risk'),
(83006, 93, 19, '28:45.9', 36.233537158066966, 98.76511025, 132, 88, 69, 'Male', 67.20160706039145, 1.5309933372652527, 0.11412039335684866, 44, 28.670354144730595, 102.66666666666667, 'High Risk'),
(83007, 93, 14, '27:45.9', 37.17363864116042, 99.04022417600544, 134, 87, 20, 'Male', 76.15508152062097, 1.6655891507057508, 0.14932558916743427, 47, 27.45131294688915, 102.66666666666667, 'High Risk'),
(83008, 66, 13, '26:45.9', 36.03371808781262, 99.46670822689134, 117, 79, 82, 'Male', 67.89626692754133, 1.8777955608952135, 0.11510545186378643, 38, 19.25525526746388, 91.66666666666667, 'Low Risk'),
(83009, 75, 17, '25:45.9', 36.89345893936916, 97.7331715, 116, 89, 30, 'Female', 70.24247925816908, 1.6317361069851357, 0.077183785, 27, 26.381530341291548, 98, 'Low Risk'),
(83010, 85, 16, '24:45.9', 36.88623577040866, 97.21125952375422, 124, 86, 54, 'Female', 55.07689147411253, 1.5577724341017019, 0.13664521765701743, 38, 22.69663073762677, 98.66666666666667, 'Low Risk'),
(83011, 97, 12, '23:45.9', 37.18554628225597, 96.28148568639945, 116, 82, 19, 'Female', 85.50506743, 1.8424369915596457, 0.088183105, 34, 25.188747017658415, 93.33333333333333, 'High Risk'),
(83012, 97, 12, '22:45.9', 36.814335299739945, 96.89311067940426, 130, 86, 25, 'Female', 90.86128305586291, 1.733952440330486, 0.092256695, 44, 30.220698818563502, 100.66666666666667, 'High Risk'),
(83013, 95, 13, '21:45.9', 37.12088026650812, 98.89568938, 116, 72, 58, 'Female', 79.33609079704402, 1.5372086454506395, 0.057915576788516554, 44, 33.574160374991386, 86.66666666666667, 'High Risk'),
(83014, 76, 18, '20:45.9', 37.31540284204242, 95.13713107442251, 131, 71, 25, 'Male', 96.70998701271502, 1.5706935316824586, 0.13884742651286097, 60, 39.20021188235216, 91, 'High Risk'),
(83015, 80, 14, '19:45.9', 36.79640843040771, 95.60908991955802, 113, 84, 30, 'Male', 52.683887743347206, 1.5955545471470323, 0.11741240879877314, 29, 20.69447931277952, 93.66666666666667, 'Low Risk'),
(83016, 87, 18, '18:45.9', 36.656628889101206, 97.1450931, 131, 72, 55, 'Male', 55.714099438284244, 1.7908667244414334, 0.073994958, 59, 17.371550408900024, 91.66666666666666, 'High Risk'),
(83017, 94, 16, '17:45.9', 36.47154215784116, 96.86815044974834, 132, 75, 84, 'Female', 58.04114613027208, 1.8116040465807361, 0.086753293, 57, 17.68517719761711, 94, 'High Risk'),
(83018, 95, 17, '16:45.9', 36.33064887110416, 95.25256926971213, 138, 72, 25, 'Male', 65.27127772963581, 1.739095339318169, 0.089597403, 66, 21.58118720262862, 94, 'High Risk'),
(83019, 84, 15, '15:45.9', 36.676892305143426, 99.44597451285166, 127, 77, 80, 'Male', 56.49455363876511, 1.8792134971432812, 0.074293281, 50, 15.997581655466899, 93.66666666666666, 'High Risk'),
(83020, 95, 15, '14:45.9', 36.20694453030184, 99.13656976237081, 138, 71, 33, 'Female', 81.38162602, 1.8290515573050516, 0.10906552621340841, 67, 24.326210910574723, 93.33333333333333, 'High Risk'),
(83021, 71, 13, '13:45.9', 36.80371007199866, 99.41932877964224, 118, 87, 78, 'Female', 65.87007028793315, 1.6772270135604788, 0.088036345, 31, 23.415553584655356, 97.33333333333333, 'Low Risk'),
(83022, 65, 18, '12:45.9', 36.13339861606948, 95.77142647557588, 121, 80, 57, 'Female', 85.66246275916174, 1.8933966045227055, 0.11095479920890894, 41, 23.895018336218392, 93.66666666666667, 'Low Risk'),
(83023, 74, 18, '11:45.9', 36.32991439234013, 99.04776468876206, 123, 73, 41, 'Male', 97.52591192181389, 1.637675933099207, 0.14627958597837215, 50, 36.363366766558165, 89.66666666666666, 'High Risk'),
(83024, 85, 14, '10:45.9', 36.89818039795005, 95.74317725363923, 133, 81, 85, 'Male', 61.38277744508799, 1.8983173872752104, 0.099587435, 52, 17.033695692354158, 98.33333333333333, 'High Risk'),
(83025, 65, 17, '09:45.9', 37.06024124760541, 98.62679438862666, 126, 73, 55, 'Female', 79.99551540314138, 1.7517295114865261, 0.08240329, 53, 26.069430724702197, 90.66666666666666, 'Low Risk'),
(83026, 95, 19, '08:45.9', 36.24699440142115, 96.00262672278846, 139, 77, 52, 'Female', 92.13845252498295, 1.580358496, 0.061468902, 62, 36.891786165312766, 97.66666666666666, 'High Risk'),
(83027, 86, 13, '07:45.9', 36.31012819239084, 96.42573760140307, 120, 75, 19, 'Male', 65.26998098882211, 1.9691786537699472, 0.11078088546664289, 45, 16.832291654619585, 90, 'High Risk'),
(83028, 64, 16, '06:45.9', 36.44900426647122, 98.95170009881853, 116, 84, 72, 'Male', 74.69685179358156, 1.9084907177747934, 0.066813097, 32, 20.50794736688182, 94.66666666666667, 'Low Risk'),
(83029, 77, 16, '05:45.9', 36.70561060144277, 95.37153002548685, 134, 82, 42, 'Female', 53.989630778202496, 1.896324316374772, 0.073537336, 52, 15.01360997225135, 99.33333333333333, 'High Risk'),
(83030, 92, 13, '04:45.9', 37.408011822899276, 99.10529118460747, 127, 73, 85, 'Female', 65.50322587180811, 1.585317368770201, 0.13954464358330554, 54, 26.063351004684055, 91, 'High Risk'),
(83031, 65, 14, '03:45.9', 37.44107451206027, 95.76437687420137, 122, 82, 52, 'Male', 84.64716918517989, 1.642353344300603, 0.074274037, 40, 31.381900453099174, 95.33333333333333, 'High Risk'),
(83032, 91, 15, '02:45.9', 36.09282517425199, 98.09500115410671, 121, 77, 74, 'Female', 87.03179745666262, 1.617176348970318, 0.12559687791950996, 44, 33.278457705293974, 91.66666666666667, 'High Risk'),
(83033, 65, 14, '01:45.9', 36.501509940326066, 98.31933922702865, 110, 76, 43, 'Male', 79.28729451009227, 1.8421673349168612, 0.10613701170633305, 34, 23.36390568828221, 87.33333333333333, 'Low Risk'),
(83034, 88, 12, '00:45.9', 36.122708365736116, 96.85406882355213, 124, 73, 31, 'Male', 55.014665051680666, 1.9733619506225266, 0.080953324, 51, 14.127488842357302, 90, 'High Risk'),
(83035, 85, 12, '59:45.9', 36.51142789214652, 96.09156349758881, 116, 72, 85, 'Female', 82.79368257, 1.902844713730675, 0.074355689, 44, 22.866016039790942, 86.66666666666667, 'Low Risk'),
(83036, 80, 16, '58:45.9', 36.87825995456938, 98.5792051, 122, 78, 41, 'Female', 73.39485936402883, 1.9659722354179385, 0.077758379, 44, 18.989384238789036, 92.66666666666667, 'Low Risk'),
(83037, 60, 12, '57:45.9', 37.11257476625302, 98.36385146310695, 138, 86, 86, 'Male', 66.40301522510455, 1.7700489399515198, 0.10778296190026596, 52, 21.194210901020384, 103.33333333333333, 'Low Risk'),
(83038, 84, 15, '56:45.9', 36.685417955380885, 97.77271449141585, 120, 80, 68, 'Female', 51.42651657191187, 1.556211661164367, 0.074424608, 40, 21.234878349771797, 93.33333333333333, 'Low Risk'),
(83039, 79, 18, '55:45.9', 36.59709163095585, 97.65150217107458, 115, 77, 33, 'Male', 87.46137211677458, 1.592539121479246, 0.14458517677951233, 38, 34.485463447166815, 89.66666666666667, 'High Risk'),
(83040, 60, 14, '54:45.9', 36.525139805708015, 98.71041044052002, 137, 86, 65, 'Male', 75.71318802545743, 1.9603216721003118, 0.1349687179032661, 51, 19.70229651, 103, 'Low Risk'),
(83041, 64, 13, '53:45.9', 36.629028373729625, 95.81762865895301, 133, 85, 57, 'Male', 77.83789928140526, 1.7803858766715481, 0.12807359699377496, 48, 24.55629407, 101, 'Low Risk'),
(83042, 87, 15, '52:45.9', 36.91943601, 96.03653941790105, 126, 71, 41, 'Male', 57.62501804606309, 1.5108731100208728, 0.060346894026669234, 55, 25.243820924723373, 89.33333333333333, 'Low Risk'),
(83043, 77, 16, '51:45.9', 36.50437151038947, 95.30657015247397, 139, 80, 24, 'Female', 69.92941524349476, 1.7627429739894693, 0.11102214416080614, 59, 22.505150003944397, 99.66666666666666, 'Low Risk'),
(83044, 87, 12, '50:45.9', 36.48496471501399, 98.30782979832843, 117, 84, 49, 'Female', 64.81018738287402, 1.9666806400397707, 0.1005620917225113, 33, 16.756202178594798, 95, 'High Risk'),
(83045, 95, 12, '49:45.9', 37.22595334000965, 95.81130615761597, 129, 70, 71, 'Female', 68.91396802, 1.5948070416718714, 0.11257476865041778, 59, 27.095113081930993, 89.66666666666666, 'High Risk'),
(83046, 61, 19, '48:45.9', 36.123102251240375, 95.36833387609273, 111, 85, 27, 'Female', 60.852651094888536, 1.7059474823773197, 0.062267432239051936, 26, 20.909718630606385, 93.66666666666667, 'Low Risk'),
(83047, 88, 17, '47:45.9', 37.257946717089496, 96.89065486233811, 126, 80, 77, 'Female', 99.38572942007758, 1.7181129496999246, 0.091829148, 46, 33.668254943364886, 95.33333333333333, 'High Risk'),
(83048, 82, 17, '46:45.9', 37.16319567381149, 97.59886804531322, 136, 77, 36, 'Male', 94.12587467, 1.834978141853678, 0.059235156792299695, 59, 27.95421070049805, 96.66666666666666, 'Low Risk'),
(83049, 85, 19, '45:45.9', 36.20724298927139, 95.16848455519474, 122, 89, 25, 'Female', 56.10785370798846, 1.9836601983458846, 0.093977414, 33, 14.259000924366685, 100, 'High Risk'),
(83050, 95, 18, '44:45.9', 36.959197021961884, 95.26098427363182, 115, 70, 89, 'Male', 58.76824097793155, 1.9986437733830615, 0.12162889778386156, 45, 14.712006293872667, 85, 'High Risk'),
(83051, 96, 18, '43:45.9', 36.73858877885486, 98.47001837290343, 123, 77, 66, 'Male', 87.71186298, 1.5760868247876263, 0.077478534, 46, 35.31002769692759, 92.33333333333333, 'High Risk'),
(83052, 91, 12, '42:45.9', 36.82622388765532, 95.30983775804044, 129, 88, 86, 'Female', 86.81667982266733, 1.7547379956792475, 0.12252153774596208, 41, 28.19542289090612, 101.66666666666667, 'High Risk'),
(83053, 74, 13, '41:45.9', 37.16867985876031, 95.35301811, 112, 70, 66, 'Male', 52.62561119978897, 1.9018103839691816, 0.06462078, 42, 14.549990981917126, 84, 'High Risk'),
(83054, 91, 16, '40:45.9', 36.90868616987121, 97.88560689187533, 133, 85, 85, 'Female', 64.57090974746961, 1.5753878305424043, 0.11046521112893953, 48, 26.01728249907838, 101, 'High Risk'),
(83055, 91, 14, '39:45.9', 36.56999922695705, 99.70444105, 130, 76, 41, 'Female', 57.60161368382361, 1.9504643778160071, 0.13659090430672244, 54, 15.141141012414039, 94, 'High Risk'),
(83056, 60, 16, '38:45.9', 37.45845842, 97.63260213, 129, 81, 18, 'Female', 63.52829460338922, 1.8127464284315415, 0.14488974220091444, 48, 19.33272532975936, 97, 'Low Risk'),
(83057, 80, 17, '37:45.9', 37.372476540302465, 98.01108881125016, 126, 88, 18, 'Female', 69.79001786405648, 1.7126796721091169, 0.07601795, 38, 23.792551789002417, 100.66666666666667, 'Low Risk'),
(83058, 83, 19, '36:45.9', 36.16537236887761, 97.95603921866527, 120, 84, 66, 'Male', 91.82074725194158, 1.7174895118618483, 0.11873045997945232, 36, 31.12810161, 96, 'High Risk'),
(83059, 81, 14, '35:45.9', 36.57911551250439, 95.78481969041832, 125, 71, 74, 'Female', 75.61136983226325, 1.640765470639916, 0.076839457, 54, 28.086271544444504, 89, 'Low Risk'),
(83060, 75, 13, '34:45.9', 37.34346511211929, 98.00102922382712, 117, 78, 59, 'Male', 62.50546081550131, 1.8918955773265507, 0.13373748725779627, 39, 17.463192341657805, 91, 'High Risk'),
(83061, 77, 15, '33:45.9', 37.31638757988856, 97.33316276366051, 110, 85, 43, 'Male', 50.34333639869199, 1.5574359052041087, 0.060617749, 25, 20.754946998909386, 93.33333333333333, 'Low Risk'),
(83062, 88, 12, '32:45.9', 36.99009908183864, 98.88857655680226, 110, 72, 75, 'Female', 74.74876942798915, 1.6863815574577488, 0.11679089183789576, 38, 26.284054514987236, 84.66666666666667, 'Low Risk'),
(83063, 75, 17, '31:45.9', 37.014113208343275, 95.56277899819102, 135, 74, 67, 'Male', 92.77248871403631, 1.826540113020896, 0.060444321, 61, 27.80742525730204, 94.33333333333333, 'Low Risk'),
(83064, 62, 12, '30:45.9', 37.22715851358636, 99.05093502679556, 135, 84, 30, 'Female', 62.37897333617804, 1.6708121733400865, 0.073256359, 51, 22.345133876878165, 101, 'Low Risk'),
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(83242, 62, 13, '32:45.9', 36.891047489613456, 95.24426460344672, 129, 83, 51, 'Female', 50.96288060927215, 1.9032937390757172, 0.10952346551676892, 46, 14.068322970262528, 98.33333333333333, 'High Risk'),
(83243, 66, 14, '31:45.9', 37.06718186, 98.39322225722299, 130, 74, 56, 'Male', 78.17133284878443, 1.664044633004684, 0.10078659691960873, 56, 28.230435336714173, 92.66666666666666, 'Low Risk'),
(83244, 78, 17, '30:45.9', 36.83195964757086, 96.77933491803444, 127, 75, 29, 'Female', 52.51653269475668, 1.9078205480554529, 0.12930818841126102, 52, 14.428493922358058, 92.33333333333333, 'High Risk'),
(83245, 91, 12, '29:45.9', 37.26386488676188, 98.24901387, 128, 85, 27, 'Female', 59.55504532644768, 1.591315162, 0.123105707, 43, 23.518312566684514, 99.33333333333333, 'High Risk'),
(83246, 64, 15, '28:45.9', 36.10782049, 99.29227480015419, 131, 77, 68, 'Female', 92.31695729159067, 1.8125395446500474, 0.1319652375965833, 54, 28.100011720615374, 95, 'Low Risk'),
(83247, 99, 12, '27:45.9', 36.81151605522233, 95.57429237292045, 133, 80, 39, 'Male', 83.85456788377186, 1.5382123289783627, 0.079617636, 53, 35.44003559180381, 97.66666666666666, 'High Risk'),
(83248, 85, 17, '26:45.9', 36.44472303687298, 95.00810300501202, 139, 78, 52, 'Male', 77.74486846894389, 1.9941630343999812, 0.1060008584536811, 61, 19.550164234002448, 98.33333333333333, 'Low Risk'),
(83249, 99, 13, '25:45.9', 37.35684831573493, 98.03277345777367, 133, 85, 27, 'Male', 71.78519587593783, 1.874830423730387, 0.10955097714215505, 48, 20.422594059690717, 101, 'High Risk'),
(83250, 87, 15, '24:45.9', 36.85526047761448, 96.11223418663296, 119, 82, 73, 'Male', 68.91154603577752, 1.917044245687424, 0.070287921, 37, 18.751141896668187, 94.33333333333333, 'Low Risk'),
(83251, 69, 17, '23:45.9', 36.318716130735666, 96.91754716949237, 121, 74, 22, 'Male', 97.27621247011831, 1.9377088531523032, 0.082324896, 47, 25.90774451222746, 89.66666666666667, 'Low Risk'),
(83252, 73, 14, '22:45.9', 36.73571019080332, 98.72545948888288, 121, 76, 48, 'Female', 59.95323323230434, 1.5431837210714212, 0.13145499134926578, 45, 25.175455824743892, 91, 'Low Risk'),
(83253, 98, 17, '21:45.9', 36.94993009201067, 98.8727395, 136, 82, 32, 'Male', 52.030972763161635, 1.8854448694801187, 0.10270009730470345, 54, 14.636399978062624, 100, 'High Risk'),
(83254, 92, 13, '20:45.9', 36.689647241101135, 96.49813706855753, 118, 80, 87, 'Female', 81.39916119657113, 1.6095964041696216, 0.1235440033722229, 38, 31.41853591100237, 92.66666666666667, 'High Risk'),
(83255, 67, 13, '19:45.9', 36.68936010924569, 95.64041481327676, 118, 78, 50, 'Male', 65.96386031, 1.8305473010999183, 0.12668701205351254, 40, 19.68539585093891, 91.33333333333333, 'Low Risk'),
(83256, 70, 19, '18:45.9', 37.09064335848922, 95.62149727429022, 113, 80, 73, 'Female', 64.43102807220822, 1.9496094503304322, 0.12229300291023237, 33, 16.951175427459134, 91, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(83258, 62, 17, '16:45.9', 36.47854954604763, 95.27831372710908, 112, 88, 58, 'Female', 71.95716335, 1.8204545481576502, 0.052467677, 24, 21.712726107671603, 96, 'Low Risk'),
(83259, 65, 14, '15:45.9', 36.67161688271682, 95.30079090133452, 133, 87, 84, 'Male', 88.28367085455267, 1.9487322876081352, 0.053879369, 46, 23.247487414161686, 102.33333333333333, 'Low Risk'),
(83260, 72, 15, '14:45.9', 37.04716261, 98.60525918140858, 116, 73, 87, 'Male', 73.32321545438828, 1.7923357752621798, 0.091173502, 43, 22.82457791100725, 87.33333333333333, 'Low Risk'),
(83261, 61, 18, '13:45.9', 36.946463522967456, 97.14498765074941, 113, 80, 31, 'Female', 51.459568588032475, 1.824993841173381, 0.11674632386583547, 33, 15.45052832755209, 91, 'High Risk'),
(83262, 62, 17, '12:45.9', 36.44074215974977, 96.59024238960019, 132, 83, 49, 'Male', 64.87630120978349, 1.6220552816492677, 0.062552379, 49, 24.657825717911518, 99.33333333333333, 'Low Risk'),
(83263, 79, 12, '11:45.9', 36.782751484967044, 95.73701592435509, 139, 87, 41, 'Male', 77.25103918698389, 1.9841025129589314, 0.093765512, 52, 19.623484018387682, 104.33333333333333, 'Low Risk'),
(83264, 84, 14, '10:45.9', 37.44111367782624, 98.86024087, 128, 73, 27, 'Male', 54.03646431924315, 1.8031910003504787, 0.0996553, 55, 16.618945456270882, 91.33333333333333, 'High Risk'),
(83265, 89, 12, '09:45.9', 36.32911191927566, 99.14158446461258, 139, 78, 78, 'Female', 83.51878766705744, 1.9635458266297634, 0.13569390565711564, 61, 21.662176916335152, 98.33333333333333, 'Low Risk'),
(83266, 71, 13, '08:45.9', 36.758427428659026, 99.83391504, 115, 75, 29, 'Male', 54.48726177667896, 1.9806995390228208, 0.14975893904112975, 40, 13.888578001018914, 88.33333333333333, 'High Risk'),
(83267, 75, 15, '07:45.9', 36.898227113767135, 97.36179452216234, 115, 79, 74, 'Male', 86.04112711545929, 1.9993704971730077, 0.070653653, 36, 21.523828957708975, 91, 'Low Risk'),
(83268, 63, 15, '06:45.9', 36.361564599838026, 96.33859899175765, 128, 81, 58, 'Male', 66.23290662, 1.9774252573399855, 0.090061082, 47, 16.938449761544124, 96.66666666666667, 'High Risk'),
(83269, 60, 18, '05:45.9', 36.03379614, 98.87026081, 129, 78, 52, 'Male', 58.35462941826481, 1.8647323290449835, 0.077783868, 51, 16.78194582670363, 95, 'High Risk'),
(83270, 84, 16, '04:45.9', 36.37065641651077, 98.32504267345404, 124, 70, 64, 'Female', 94.44535315116346, 1.9889861993856557, 0.14894127239647892, 54, 23.873552850650157, 88, 'Low Risk'),
(83271, 69, 15, '03:45.9', 37.39274717991723, 96.46729908804542, 121, 83, 72, 'Male', 82.30716970124563, 1.8940152548971492, 0.09918303, 38, 22.944083929629368, 95.66666666666667, 'Low Risk'),
(83272, 75, 17, '02:45.9', 37.14760198640905, 99.65627828831931, 134, 80, 36, 'Male', 87.54066832487081, 1.5378323804941423, 0.053268176, 54, 37.01620192645762, 98, 'High Risk'),
(83273, 67, 19, '01:45.9', 37.302102890042995, 96.96365988648046, 133, 87, 62, 'Female', 67.90645132516048, 1.9179536022205244, 0.057020198, 46, 18.460133691670816, 102.33333333333333, 'High Risk'),
(83274, 95, 18, '00:45.9', 36.117636414366935, 96.16642879859425, 132, 75, 20, 'Female', 58.002775459209495, 1.5435943764629572, 0.10480655553664091, 57, 24.343465276876408, 94, 'High Risk'),
(83275, 84, 17, '59:45.9', 37.459296344486944, 98.11265911515152, 135, 88, 78, 'Female', 59.46879306776627, 1.8892317723476368, 0.063876666, 47, 16.661674387475305, 103.66666666666667, 'High Risk'),
(83276, 61, 16, '58:45.9', 36.175967398023644, 95.67892243472971, 129, 70, 39, 'Male', 51.28600122352459, 1.546909232319258, 0.083885558, 59, 21.432319532803618, 89.66666666666666, 'Low Risk'),
(83277, 93, 18, '57:45.9', 37.45177846841142, 95.79106048, 110, 80, 20, 'Female', 66.38008474608648, 1.797579826239444, 0.10797610367799625, 30, 20.54288484090976, 90, 'High Risk'),
(83278, 60, 15, '56:45.9', 36.08299455327697, 97.28156743428174, 126, 81, 26, 'Female', 98.00121797319771, 1.7591278138157451, 0.12232633532225042, 45, 31.66917008477117, 96, 'High Risk'),
(83279, 76, 15, '55:45.9', 37.30274993687939, 96.37221242630062, 115, 79, 34, 'Male', 57.54580241134206, 1.925672778317238, 0.089445501, 36, 15.518461668889522, 91, 'High Risk'),
(83280, 75, 17, '54:45.9', 36.294819450188754, 97.61488397529688, 116, 74, 41, 'Male', 79.79576928420833, 1.9088964949348215, 0.053600055, 42, 21.89853717777035, 88, 'Low Risk'),
(83281, 64, 19, '53:45.9', 36.74557121655536, 97.69970739, 118, 76, 44, 'Male', 93.27500441, 1.704844547383022, 0.085314344, 42, 32.09192055375185, 90, 'High Risk'),
(83282, 79, 19, '52:45.9', 36.40551452355548, 97.54225095, 124, 78, 75, 'Male', 62.779528814048504, 1.8213740687049462, 0.082671164, 46, 18.924296923495476, 93.33333333333333, 'Low Risk'),
(83283, 84, 19, '51:45.9', 36.93960228708185, 96.58110152754033, 136, 84, 32, 'Female', 61.924660156719526, 1.931462554436371, 0.13590944323255352, 52, 16.59934862382325, 101.33333333333333, 'High Risk'),
(83284, 89, 19, '50:45.9', 36.33227314327042, 98.64935477033465, 126, 77, 72, 'Male', 52.76440916722738, 1.7484274820841792, 0.08101721, 49, 17.260200292458318, 93.33333333333333, 'High Risk'),
(83285, 82, 14, '49:45.9', 36.58602181626662, 99.09485558281362, 137, 72, 52, 'Female', 80.54798347911427, 1.5438459338923105, 0.12069948716910976, 65, 33.794556835790026, 93.66666666666666, 'High Risk'),
(83286, 89, 14, '48:45.9', 37.47665040650372, 98.23882068006645, 126, 87, 69, 'Male', 76.17564965, 1.5879511136210196, 0.13602747136887144, 39, 30.20938683120238, 100, 'High Risk'),
(83287, 99, 16, '47:45.9', 36.528061540337106, 95.13707901742907, 112, 78, 42, 'Female', 86.25237471109892, 1.6091231879645422, 0.12740451769575667, 34, 33.311368483348936, 89.33333333333333, 'High Risk'),
(83288, 91, 14, '46:45.9', 36.748536687366844, 97.16533226865785, 120, 78, 41, 'Female', 77.72158586033589, 1.9440507478371696, 0.14273593872402685, 42, 20.564893191946812, 92, 'High Risk'),
(83289, 78, 16, '45:45.9', 36.85292126321298, 99.31312132440122, 133, 77, 19, 'Female', 67.25445881683923, 1.8840147911889087, 0.051636672, 56, 18.947524016793565, 95.66666666666666, 'Low Risk'),
(83290, 97, 18, '44:45.9', 37.281818175085995, 95.48625549, 123, 80, 31, 'Male', 63.49603329521879, 1.9136149850698954, 0.12142263525080542, 43, 17.339535877925755, 94.33333333333333, 'High Risk'),
(83291, 90, 14, '43:45.9', 36.649662525806114, 98.11037456, 117, 89, 67, 'Male', 66.13970951697182, 1.5885255298888499, 0.092515253, 28, 26.21041427011167, 98.33333333333333, 'Low Risk'),
(83292, 81, 18, '42:45.9', 36.968831471040154, 96.24395633, 118, 79, 45, 'Male', 88.13109185239617, 1.7881322995980646, 0.13234246867033272, 39, 27.563213844470255, 92, 'Low Risk'),
(83293, 98, 17, '41:45.9', 37.26681968494188, 96.87068470464116, 121, 88, 35, 'Male', 71.74500951190541, 1.682049237424232, 0.13087931042635897, 33, 25.357958609338606, 99, 'High Risk'),
(83294, 63, 18, '40:45.9', 37.09221891999093, 99.86964514215802, 121, 79, 51, 'Female', 75.09907198262832, 1.736207766605417, 0.11087351635737064, 42, 24.913295604938085, 93, 'Low Risk'),
(83295, 71, 17, '39:45.9', 36.11114568882827, 96.84972323, 120, 78, 58, 'Female', 81.76281606767247, 1.7311346608726732, 0.13931897063874032, 42, 27.283126529173728, 92, 'Low Risk'),
(83296, 71, 13, '38:45.9', 37.24555272143382, 98.58782641236445, 117, 89, 49, 'Female', 67.88633664159487, 1.7524225245842608, 0.051849402574566994, 28, 22.105722812085347, 98.33333333333333, 'Low Risk'),
(83297, 88, 18, '37:45.9', 37.30966572735464, 95.09692260040144, 114, 86, 65, 'Male', 55.23250453693582, 1.994846526986519, 0.092126959, 28, 13.879561927730233, 95.33333333333333, 'High Risk'),
(83298, 89, 12, '36:45.9', 37.14226367012695, 97.41753023514484, 118, 81, 32, 'Male', 63.24002481604282, 1.5990200094902391, 0.084024161, 37, 24.73342356550812, 93.33333333333333, 'Low Risk'),
(83299, 60, 15, '35:45.9', 37.182791698345156, 97.71171854046601, 111, 80, 85, 'Female', 84.27695780493752, 1.9481545229684378, 0.07810073, 31, 22.20557625594345, 90.33333333333333, 'Low Risk'),
(83300, 78, 16, '34:45.9', 36.595479222960144, 95.19005655996365, 126, 85, 35, 'Male', 76.86155671914133, 1.5827189217674693, 0.14519574926978174, 41, 30.683266154155948, 98.66666666666667, 'High Risk'),
(83301, 83, 15, '33:45.9', 37.37529569950877, 97.18972811664959, 112, 86, 81, 'Male', 99.62578503964038, 1.5566940370512903, 0.087896313, 26, 41.111680817660044, 94.66666666666667, 'High Risk'),
(83302, 72, 12, '32:45.9', 36.72869637323988, 97.88482088244486, 131, 79, 22, 'Female', 85.68820698628043, 1.8618454165665637, 0.053729320250733605, 52, 24.719166080945154, 96.33333333333333, 'Low Risk'),
(83303, 78, 15, '31:45.9', 36.88703815739967, 95.10112784971109, 133, 72, 83, 'Male', 94.88576038393369, 1.7499980896622351, 0.073131829, 61, 30.983173075252317, 92.33333333333333, 'High Risk'),
(83304, 87, 15, '30:45.9', 36.64818327945274, 95.38350830500929, 112, 70, 88, 'Male', 53.71883495649921, 1.6579568801779785, 0.073245956, 42, 19.542500087663598, 84, 'Low Risk'),
(83305, 64, 18, '29:45.9', 36.64499725320327, 95.64898348, 126, 85, 74, 'Female', 66.87487711658537, 1.6633819335253364, 0.091082532, 41, 24.170132803603202, 98.66666666666667, 'Low Risk'),
(83306, 96, 15, '28:45.9', 36.020882553320924, 99.95491892179864, 135, 89, 34, 'Male', 92.97308595569456, 1.6037467735656314, 0.089230489, 46, 36.14811497342087, 104.33333333333333, 'High Risk'),
(83307, 76, 12, '27:45.9', 37.21139107838773, 97.87023742, 111, 84, 29, 'Male', 77.65930300935027, 1.5516702538130962, 0.141891659, 27, 32.25481974857145, 93, 'High Risk'),
(83308, 84, 19, '26:45.9', 37.178489029182906, 96.57399685932958, 118, 77, 49, 'Female', 90.53187529687065, 1.751624926689725, 0.11450242388030966, 41, 29.506607715139975, 90.66666666666667, 'Low Risk'),
(83309, 64, 13, '25:45.9', 36.01349752, 98.18357249, 125, 74, 34, 'Male', 66.30907899818433, 1.5868719434939789, 0.12116232441166686, 51, 26.33232656165348, 91, 'Low Risk'),
(83310, 79, 12, '24:45.9', 37.389434646494585, 98.57122354613615, 119, 81, 54, 'Female', 63.584397368196775, 1.6966744893974364, 0.074524835, 38, 22.08785280961073, 93.66666666666667, 'Low Risk'),
(83311, 94, 13, '23:45.9', 36.31716915613709, 97.96760101921276, 120, 75, 53, 'Female', 97.08014571757391, 1.782061102102344, 0.10877239181695725, 45, 30.569281981595594, 90, 'High Risk'),
(83312, 81, 19, '22:45.9', 36.76328584751627, 97.01696152297426, 135, 80, 78, 'Female', 86.06521088687226, 1.5336701063148228, 0.12380425868706632, 55, 36.59011143437082, 98.33333333333333, 'High Risk'),
(83313, 72, 16, '21:45.9', 37.11890428239586, 97.11762403625097, 113, 89, 58, 'Female', 79.32134035226962, 1.760871874068841, 0.10389319437038319, 24, 25.58200213876171, 97, 'Low Risk'),
(83314, 79, 17, '20:45.9', 37.202713512857265, 95.79956313350876, 120, 84, 60, 'Female', 78.04887077, 1.9097936494935503, 0.083967306, 36, 21.39901258750585, 96, 'Low Risk'),
(83315, 81, 19, '19:45.9', 37.444840431604234, 98.06649835816887, 139, 80, 24, 'Male', 51.10402687209509, 1.9386736957574489, 0.14829359843203163, 59, 13.597081080624143, 99.66666666666666, 'High Risk'),
(83316, 82, 17, '18:45.9', 36.468220889183065, 98.38537947534121, 121, 83, 66, 'Female', 75.77464995680498, 1.608469451812694, 0.10354173515282031, 38, 29.28857920584329, 95.66666666666667, 'Low Risk'),
(83317, 85, 15, '17:45.9', 37.023167548850836, 96.90650085474584, 137, 88, 36, 'Male', 87.02557273662717, 1.574177719968844, 0.1130451924139191, 49, 35.11877571798851, 104.33333333333333, 'High Risk'),
(83318, 85, 13, '16:45.9', 37.21650629459591, 98.95324284404936, 110, 77, 47, 'Male', 67.16691935, 1.7690246097186153, 0.13717279794344595, 33, 21.462864329140274, 88, 'Low Risk'),
(83319, 81, 18, '15:45.9', 36.086468755903425, 97.39661108130531, 114, 78, 68, 'Male', 83.89821173, 1.893763876785593, 0.1180473579962098, 36, 23.393814809894383, 90, 'Low Risk'),
(83320, 83, 14, '14:45.9', 37.18425598603163, 95.79333977469216, 129, 84, 34, 'Male', 94.54884287060173, 1.5321620808939334, 0.090301701, 45, 40.276043232082024, 99, 'High Risk'),
(83321, 64, 17, '13:45.9', 36.10861848307114, 98.04515459789333, 117, 84, 54, 'Male', 64.55215073723025, 1.647409656647103, 0.10559299783560903, 33, 23.78523802415843, 95, 'Low Risk'),
(83322, 90, 14, '12:45.9', 36.21493040004885, 95.07366267, 129, 87, 80, 'Female', 63.23882904288784, 1.7496390859219288, 0.10672744004527918, 42, 20.65793353098117, 101, 'Low Risk'),
(83323, 68, 12, '11:45.9', 37.26030905, 98.80574479, 135, 85, 55, 'Male', 60.02848319212747, 1.7077332209871345, 0.14647834801739898, 50, 20.58340957159423, 101.66666666666666, 'Low Risk'),
(83324, 99, 18, '10:45.9', 37.20464607374801, 95.16824126012165, 122, 88, 85, 'Female', 65.59663755, 1.7775927730422623, 0.08457025, 34, 20.75950655817187, 99.33333333333333, 'High Risk'),
(83325, 60, 16, '09:45.9', 36.51394199098802, 96.76147419352466, 121, 85, 71, 'Female', 85.57875513258278, 1.545146341037258, 0.080084246, 36, 35.84484684795926, 97, 'High Risk'),
(83326, 78, 17, '08:45.9', 36.30073791725903, 99.22301006283271, 118, 87, 24, 'Female', 93.66948520894465, 1.702415735228121, 0.057440266955575796, 31, 32.31966747992673, 97.33333333333333, 'High Risk'),
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(83504, 87, 14, '10:45.9', 36.866359550271866, 98.83104249124533, 111, 80, 86, 'Male', 78.13657325, 1.682536457238181, 0.13921016711358186, 31, 27.601036687330954, 90.33333333333333, 'Low Risk'),
(83505, 76, 18, '09:45.9', 36.89955653869783, 96.92783280551988, 134, 74, 85, 'Female', 91.25854535864177, 1.7533744948023657, 0.12020098036126846, 60, 29.684119563772246, 94, 'Low Risk'),
(83506, 74, 15, '08:45.9', 37.04926950187349, 98.55956565012944, 122, 81, 20, 'Female', 94.48679970764438, 1.6592422399751137, 0.102850666, 41, 34.320337438551675, 94.66666666666667, 'High Risk'),
(83507, 77, 13, '07:45.9', 36.76866885716351, 97.44083633467787, 116, 80, 40, 'Female', 51.41685693063299, 1.759672864126203, 0.087417953, 36, 16.605105964804768, 92, 'High Risk'),
(83508, 77, 15, '06:45.9', 36.58127224588831, 97.58752417521158, 134, 77, 27, 'Female', 83.36020291173085, 1.5648869756027328, 0.14264305737481192, 57, 34.04025549889526, 96, 'High Risk'),
(83509, 87, 16, '05:45.9', 37.163543280195704, 98.74768795567618, 115, 88, 31, 'Male', 77.65468053688177, 1.534789155824504, 0.094291099, 27, 32.96629900811938, 97, 'High Risk'),
(83510, 98, 16, '04:45.9', 37.25223013970711, 95.24785368017453, 114, 84, 35, 'Male', 92.06679004006028, 1.5807903103375152, 0.075033565, 30, 36.84295631369415, 94, 'High Risk'),
(83511, 85, 19, '03:45.9', 36.767464527517035, 95.41611872713625, 134, 82, 19, 'Male', 91.21296127573467, 1.962021672, 0.1169993526366454, 52, 23.69457674313758, 99.33333333333333, 'Low Risk'),
(83512, 96, 14, '02:45.9', 36.45697146504414, 99.30768654260429, 135, 72, 29, 'Female', 71.08975577436496, 1.8567585298947276, 0.061497882, 63, 20.620356374544777, 93, 'High Risk'),
(83513, 64, 15, '01:45.9', 37.151775298418286, 98.52134369128515, 122, 82, 88, 'Male', 52.573862020754596, 1.7837851439965409, 0.13422852351469944, 40, 16.522843742081864, 95.33333333333333, 'High Risk'),
(83514, 95, 15, '00:45.9', 36.57177053225782, 98.71465620571192, 129, 83, 19, 'Female', 69.00976989, 1.9647486087455235, 0.065511099, 46, 17.877080650453465, 98.33333333333333, 'High Risk'),
(83515, 82, 15, '59:45.9', 37.36797980508427, 96.07029707129115, 121, 74, 27, 'Male', 89.88493973418336, 1.789642978371146, 0.12537496132017384, 47, 28.064294554582204, 89.66666666666667, 'Low Risk'),
(83516, 82, 16, '58:45.9', 37.27806863288991, 97.78697213957501, 118, 83, 34, 'Male', 77.19810861722497, 1.7149213533012853, 0.053364724, 35, 26.249331291081347, 94.66666666666667, 'Low Risk'),
(83517, 80, 14, '57:45.9', 37.39529873082006, 98.86670370866544, 135, 70, 61, 'Female', 92.18540296256997, 1.9425927584032812, 0.10029401615950811, 65, 24.42860276841459, 91.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(83519, 71, 18, '55:45.9', 36.54443662064636, 99.97499346893181, 135, 74, 48, 'Male', 54.14701621681993, 1.7561866794649528, 0.12279076412913373, 61, 17.556307229437667, 94.33333333333333, 'High Risk'),
(83520, 88, 19, '54:45.9', 36.04847741061589, 97.12300082980431, 110, 76, 89, 'Male', 91.58189481925474, 1.652307211113797, 0.11376697327910354, 34, 33.54501793, 87.33333333333333, 'High Risk'),
(83521, 99, 14, '53:45.9', 37.41966456015781, 96.95800652061719, 129, 77, 55, 'Male', 59.623405722501474, 1.6943929397480124, 0.14975355910336408, 52, 20.767705342399772, 94.33333333333333, 'High Risk'),
(83522, 69, 12, '52:45.9', 36.77625784350288, 95.12301808, 117, 79, 26, 'Male', 85.72890306, 1.5348531040020768, 0.085267277, 38, 36.39097010340836, 91.66666666666667, 'High Risk'),
(83523, 76, 13, '51:45.9', 36.431843973034155, 95.86145096761464, 112, 78, 80, 'Female', 54.86474334233013, 1.6202500108829037, 0.14335480981749904, 34, 20.899181893676953, 89.33333333333333, 'Low Risk'),
(83524, 78, 18, '50:45.9', 36.71024778300082, 99.74330413117912, 111, 89, 51, 'Female', 55.25240536450389, 1.6380031836409639, 0.10089707233671869, 22, 20.59309895266338, 96.33333333333333, 'Low Risk'),
(83525, 95, 18, '49:45.9', 36.316663537208186, 99.03520416232514, 133, 73, 38, 'Male', 55.51945546544057, 1.6460244314353736, 0.067552531, 60, 20.491447790217634, 93, 'High Risk'),
(83526, 88, 13, '48:45.9', 36.09068498004073, 96.76298263636254, 123, 88, 44, 'Female', 94.15258502828708, 1.6284656853521788, 0.074829489, 35, 35.50381526, 99.66666666666667, 'High Risk'),
(83527, 66, 12, '47:45.9', 37.343475131627265, 98.66068858744957, 138, 82, 36, 'Female', 63.51874048669874, 1.9285116402678795, 0.080299499, 56, 17.078799841500324, 100.66666666666666, 'High Risk'),
(83528, 76, 15, '46:45.9', 36.05381805538608, 99.72863398721711, 139, 82, 28, 'Female', 72.43478447383781, 1.6143249262352306, 0.12157892137899141, 57, 27.79490967276557, 101, 'Low Risk'),
(83529, 79, 12, '45:45.9', 36.12580012155881, 99.93005787717159, 132, 81, 82, 'Male', 55.50228989158145, 1.9025933478033101, 0.1353392198734646, 51, 15.332711127925462, 98, 'High Risk'),
(83530, 63, 15, '44:45.9', 36.61754856006148, 98.39475078484257, 119, 82, 79, 'Female', 73.37289018653952, 1.625975788555201, 0.065875139, 37, 27.752842912270626, 94.33333333333333, 'Low Risk'),
(83531, 80, 16, '43:45.9', 36.98937531094106, 99.21898252430964, 122, 77, 89, 'Female', 81.55933246588418, 1.8399647483693828, 0.09330383, 45, 24.090990567050248, 92, 'Low Risk'),
(83532, 83, 17, '42:45.9', 37.10905089910038, 97.69850359573519, 122, 83, 21, 'Male', 78.62744233261884, 1.7290118453574566, 0.1054443013806802, 39, 26.301360352130946, 96, 'Low Risk'),
(83533, 92, 15, '41:45.9', 36.35391927701023, 97.31845036236342, 116, 82, 31, 'Male', 82.66491291526734, 1.8050613161850733, 0.1319558651571468, 34, 25.370983008589274, 93.33333333333333, 'High Risk'),
(83534, 72, 16, '40:45.9', 36.73582650963123, 98.57274683911758, 129, 84, 59, 'Male', 91.98970621086951, 1.647413403, 0.13550255343117162, 45, 33.89487541042434, 99, 'High Risk'),
(83535, 87, 16, '39:45.9', 37.04181529899623, 98.18399818, 130, 72, 50, 'Female', 89.88270204003629, 1.8535480220533374, 0.10306376950278207, 58, 26.16184902225608, 91.33333333333333, 'Low Risk'),
(83536, 87, 14, '38:45.9', 36.86335847514991, 96.12386661, 110, 86, 74, 'Female', 91.59337676542188, 1.8984305835525184, 0.083670503, 24, 25.41409371083608, 94, 'Low Risk'),
(83537, 62, 16, '37:45.9', 36.87662263423728, 95.45041002902879, 114, 87, 67, 'Male', 86.28814847163613, 1.9515203779106887, 0.079671002, 27, 22.657133784676134, 96, 'Low Risk'),
(83538, 71, 12, '36:45.9', 37.495477074084974, 98.67450534972018, 117, 80, 85, 'Female', 58.84360609979352, 1.6820767528228835, 0.054265626506684345, 37, 20.79733379610101, 92.33333333333333, 'Low Risk'),
(83539, 85, 16, '35:45.9', 37.45280543145884, 98.16113148617075, 137, 76, 71, 'Female', 62.300865045081245, 1.6994236854347722, 0.065550483, 61, 21.572016466773146, 96.33333333333333, 'Low Risk'),
(83540, 77, 16, '34:45.9', 36.858695963938644, 97.24274471877489, 136, 85, 64, 'Female', 53.69110084617768, 1.5699247064993211, 0.050150716849499656, 51, 21.784352717770645, 102, 'Low Risk'),
(83541, 71, 19, '33:45.9', 36.66043103, 99.24930039660552, 136, 76, 68, 'Female', 65.73889711643413, 1.8876619768269693, 0.1082569689324826, 60, 18.449047878547088, 96, 'High Risk'),
(83542, 98, 14, '32:45.9', 36.29954664796754, 96.8958537, 136, 75, 78, 'Male', 92.09986124673458, 1.539609934153388, 0.14754935026030358, 61, 38.85416378667542, 95.33333333333333, 'High Risk'),
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(83544, 91, 19, '30:45.9', 36.421331127615915, 99.75089525318297, 112, 80, 50, 'Female', 56.831799598273044, 1.6936235758755258, 0.07714471, 32, 19.813337034230045, 90.66666666666667, 'High Risk'),
(83545, 66, 18, '29:45.9', 36.50533564444879, 98.01136328039429, 127, 77, 30, 'Female', 70.81453122922103, 1.510811836993745, 0.12952628823502893, 50, 31.024273974276827, 93.66666666666666, 'High Risk'),
(83546, 68, 19, '28:45.9', 37.19318488379516, 96.82637537979781, 122, 88, 68, 'Male', 96.96771097197683, 1.919022205211567, 0.098839279, 34, 26.33098730405597, 99.33333333333333, 'Low Risk'),
(83547, 99, 17, '27:45.9', 37.43259909, 95.29758382387415, 115, 79, 25, 'Male', 61.230137136102186, 1.8534984688640144, 0.11813647363261522, 36, 17.822998432887236, 91, 'High Risk'),
(83548, 84, 15, '26:45.9', 37.472104074991215, 99.10581154102938, 135, 76, 48, 'Male', 97.99065686783399, 1.6709036207358228, 0.057954827, 59, 35.09795951604908, 95.66666666666666, 'High Risk'),
(83549, 73, 19, '25:45.9', 36.35621196054355, 96.32022063838566, 134, 71, 44, 'Female', 83.76897182957805, 1.6719621893557604, 0.10876034157612946, 63, 29.966103921323043, 92, 'Low Risk'),
(83550, 74, 18, '24:45.9', 37.03022921033496, 97.30214894906659, 138, 76, 38, 'Male', 66.18191149145974, 1.5433980842645711, 0.060549637, 62, 27.783272131527852, 96.66666666666666, 'Low Risk'),
(83551, 76, 16, '23:45.9', 36.099301323748335, 99.09259467766093, 123, 81, 53, 'Female', 63.012338972306424, 1.6263174616519531, 0.14008446572143696, 42, 23.824014820958233, 95, 'Low Risk'),
(83552, 79, 12, '22:45.9', 37.33648495809607, 96.84290436164287, 114, 82, 44, 'Female', 61.34142224044027, 1.5869055099214713, 0.10987256905597462, 32, 24.358565295228647, 92.66666666666667, 'Low Risk'),
(83553, 97, 19, '21:45.9', 36.21860239581349, 96.40548156763099, 112, 87, 34, 'Male', 85.94506214293133, 1.7346844039986309, 0.12813067314257176, 25, 28.561432265140045, 95.33333333333333, 'High Risk'),
(83554, 86, 12, '20:45.9', 37.40686069993179, 99.60386074, 118, 71, 28, 'Female', 98.76766304557638, 1.5134233027923443, 0.075164085, 47, 43.12150844442056, 86.66666666666667, 'High Risk'),
(83555, 92, 12, '19:45.9', 36.23777340887126, 97.67258713, 134, 75, 39, 'Female', 79.39148447036874, 1.8917803102809525, 0.078614918, 59, 22.183625272710238, 94.66666666666666, 'High Risk'),
(83556, 72, 19, '18:45.9', 36.655245836346715, 96.63648202, 126, 73, 60, 'Male', 91.21376998092504, 1.8783196526983588, 0.085416089, 53, 25.853622369945608, 90.66666666666666, 'Low Risk'),
(83557, 96, 16, '17:45.9', 37.09170065551158, 99.60820554, 121, 82, 40, 'Male', 87.61227859105713, 1.808694754191988, 0.12294440679705941, 39, 26.781470388402013, 95, 'High Risk'),
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(83559, 76, 12, '15:45.9', 36.84713245853292, 98.31129102480065, 118, 88, 87, 'Male', 87.50336840206438, 1.5431681262765011, 0.11239409658151184, 30, 36.74500258990695, 98, 'High Risk'),
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(83561, 66, 15, '13:45.9', 36.69052128091809, 96.11059030357166, 121, 75, 69, 'Male', 78.23940933952431, 1.6405378187476811, 0.11467177502044128, 46, 29.070538064866632, 90.33333333333333, 'Low Risk'),
(83562, 82, 15, '12:45.9', 36.751052202668575, 98.31364608033158, 113, 81, 84, 'Female', 61.29840175401799, 1.5089300672290318, 0.12723360630051286, 32, 26.922223561154667, 91.66666666666667, 'Low Risk'),
(83563, 78, 12, '11:45.9', 37.460708528256674, 96.44693270442997, 111, 87, 67, 'Female', 60.33334987820263, 1.5176972886391087, 0.10748409524862979, 24, 26.193113372646966, 95, 'Low Risk'),
(83564, 81, 13, '10:45.9', 36.52351216096532, 95.30734257570974, 123, 78, 64, 'Female', 62.08422521136069, 1.932211477400652, 0.058098662959915615, 45, 16.629222745260684, 93, 'High Risk'),
(83565, 70, 14, '09:45.9', 36.505598452218926, 98.22281073721815, 114, 77, 80, 'Male', 85.89940122078775, 1.770924503414954, 0.050531190477110924, 37, 27.38987449819696, 89.33333333333333, 'Low Risk'),
(83566, 95, 18, '08:45.9', 37.30114587926922, 97.63964628893235, 116, 88, 39, 'Female', 61.70916401798736, 1.7889847075635943, 0.14707973354796583, 28, 19.28130420510467, 97.33333333333333, 'High Risk'),
(83567, 71, 12, '07:45.9', 37.461637571404246, 97.91863181843404, 138, 72, 21, 'Female', 55.72951861966067, 1.7432129567341428, 0.1408229643104864, 66, 18.33936952366837, 94, 'High Risk'),
(83568, 81, 15, '06:45.9', 37.49465906127811, 96.23413266618279, 118, 85, 29, 'Male', 77.72686708078322, 1.7165836666641732, 0.10378906419612483, 33, 26.377960360017223, 96, 'Low Risk'),
(83569, 70, 19, '05:45.9', 36.34123345085992, 98.12184134404325, 117, 76, 78, 'Female', 81.91435118500893, 1.7069372465333847, 0.10860104849901567, 41, 28.114145330869963, 89.66666666666667, 'Low Risk'),
(83570, 85, 19, '04:45.9', 36.20500329151231, 95.92115653715089, 130, 72, 88, 'Male', 74.11998977746222, 1.6243996928867572, 0.075740539, 58, 28.08985861909972, 91.33333333333333, 'Low Risk'),
(83571, 69, 13, '03:45.9', 37.240772614414794, 97.35411802, 110, 85, 57, 'Female', 73.99158257, 1.866099769, 0.084254769, 25, 21.24773289756644, 93.33333333333333, 'Low Risk'),
(83572, 88, 19, '02:45.9', 36.382297361354645, 98.95283066462002, 137, 85, 87, 'Male', 54.250880235087976, 1.7860431074165628, 0.080179518, 52, 17.006812191056305, 102.33333333333333, 'High Risk'),
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(83574, 81, 16, '00:45.9', 36.14039557597409, 98.46859946864413, 136, 83, 74, 'Female', 51.28446039398955, 1.8102735663363791, 0.085913645, 53, 15.649388441985707, 100.66666666666666, 'High Risk'),
(83575, 62, 15, '59:45.9', 37.13579645, 99.46341615660822, 118, 87, 82, 'Male', 71.38438741, 1.939916725674277, 0.07473628, 31, 18.968677899512745, 97.33333333333333, 'Low Risk'),
(83576, 69, 15, '58:45.9', 36.22666200468516, 96.05652168669852, 135, 77, 78, 'Male', 87.69108532553659, 1.557343208484184, 0.073408313, 58, 36.1565329, 96.33333333333333, 'High Risk'),
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(83579, 85, 18, '55:45.9', 37.43730971117008, 98.85664780566978, 121, 83, 88, 'Female', 51.95975873977536, 1.8114350378654298, 0.080807813, 38, 15.835128725071604, 95.66666666666667, 'High Risk'),
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(83582, 95, 18, '52:45.9', 36.69411592524969, 96.44439146226422, 117, 82, 45, 'Male', 80.04907792614333, 1.674900394121277, 0.14838070078430174, 35, 28.535032017387117, 93.66666666666667, 'High Risk'),
(83583, 95, 17, '51:45.9', 36.92177929, 98.61828657849605, 136, 85, 63, 'Male', 59.19390817064419, 1.9130708899633313, 0.067862064, 51, 16.173904993180084, 102, 'High Risk'),
(83584, 98, 15, '50:45.9', 36.63591821935631, 98.61797260570006, 118, 89, 24, 'Female', 66.48999468259763, 1.9414547916101523, 0.062772749, 29, 17.640128077538684, 98.66666666666667, 'High Risk'),
(83585, 86, 12, '49:45.9', 37.25496244169995, 98.77437315599045, 124, 81, 70, 'Female', 82.83636219743521, 1.9090720584467993, 0.12766259899553656, 43, 22.728793129062858, 95.33333333333333, 'Low Risk'),
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(83762, 90, 16, '52:45.9', 36.563238070073126, 95.08710240511945, 137, 71, 75, 'Female', 70.69902877535976, 1.9568868253803562, 0.11051725324988904, 66, 18.462139533188434, 93, 'High Risk'),
(83763, 74, 17, '51:45.9', 36.90897042395305, 96.13204102952957, 115, 88, 61, 'Female', 66.71392165293065, 1.9087649553661374, 0.064744959, 27, 18.310979016557134, 97, 'High Risk'),
(83764, 76, 19, '50:45.9', 36.67155437797966, 97.39601954304919, 122, 88, 26, 'Male', 60.088491854874846, 1.5285607114035846, 0.12559811992261233, 34, 25.71733241476054, 99.33333333333333, 'Low Risk'),
(83765, 83, 13, '49:45.9', 37.454870781804786, 97.20466968886953, 129, 80, 88, 'Female', 66.61810684721489, 1.910993674160393, 0.13454697804361748, 49, 18.242056137365687, 96.33333333333333, 'High Risk'),
(83766, 68, 12, '48:45.9', 36.14642311394703, 95.74084252275672, 129, 76, 88, 'Male', 63.90881401301599, 1.6711009480964951, 0.053242549265138155, 53, 22.885235558581893, 93.66666666666666, 'Low Risk'),
(83767, 64, 17, '47:45.9', 36.07584732139521, 96.16388165652029, 130, 77, 22, 'Female', 72.22025769352503, 1.6218011464413953, 0.13679063474678407, 53, 27.457679256641974, 94.66666666666666, 'Low Risk'),
(83768, 65, 18, '46:45.9', 37.30517514538436, 95.60717256185167, 119, 76, 65, 'Female', 55.12625446414912, 1.7912001705780927, 0.12807263800070412, 43, 17.181862595138433, 90.33333333333333, 'High Risk'),
(83769, 84, 19, '45:45.9', 36.910472669945385, 99.64570454707503, 124, 73, 89, 'Male', 51.61550836789216, 1.9711034177073954, 0.07230703, 51, 13.284994752017068, 90, 'High Risk'),
(83770, 84, 19, '44:45.9', 36.01953144009074, 95.47802952614988, 120, 79, 56, 'Male', 92.83996724503854, 1.5727997789027108, 0.094494184, 41, 37.53082400939579, 92.66666666666667, 'High Risk'),
(83771, 94, 18, '43:45.9', 37.19865586869336, 95.33451422679285, 127, 84, 74, 'Male', 60.27033561203541, 1.6802450408725274, 0.053451957, 43, 21.34805756711896, 98.33333333333333, 'High Risk'),
(83772, 82, 12, '42:45.9', 37.045044240959825, 97.61168615, 137, 86, 48, 'Female', 62.70277370986224, 1.8431833322340347, 0.14561915093636812, 51, 18.456514307825067, 103, 'High Risk'),
(83773, 69, 16, '41:45.9', 36.04262343751758, 97.81149830567033, 127, 88, 65, 'Male', 81.67192659, 1.8558704317666777, 0.053904289, 39, 23.712508272011164, 101, 'Low Risk'),
(83774, 94, 18, '40:45.9', 37.11628618378827, 95.05301349038017, 111, 85, 63, 'Male', 82.26990730433329, 1.7731606063836998, 0.06535484, 26, 26.16645323342432, 93.66666666666667, 'High Risk'),
(83775, 89, 12, '39:45.9', 36.06717281858883, 98.10713089291137, 115, 84, 37, 'Female', 91.65316061785325, 1.701992978707041, 0.095936617, 31, 31.639667999486566, 94.33333333333333, 'High Risk'),
(83776, 88, 19, '38:45.9', 36.4935928, 96.68853678, 120, 81, 84, 'Female', 87.45274244326811, 1.9038707249899987, 0.077154651, 39, 24.126733173936618, 94, 'Low Risk'),
(83777, 85, 17, '37:45.9', 36.02106066381395, 96.65901863770705, 126, 87, 31, 'Female', 92.76633235653344, 1.5188740493387327, 0.13003523433800712, 39, 40.21118414071226, 100, 'High Risk'),
(83778, 90, 17, '36:45.9', 37.19629045121703, 99.33880295407033, 120, 81, 43, 'Male', 95.24878342347276, 1.8269350751450464, 0.1057374720411136, 39, 28.53732160470093, 94, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(83780, 74, 13, '34:45.9', 36.79535380653871, 98.14289495914771, 136, 74, 38, 'Female', 98.66776381926945, 1.6112974636031563, 0.14350065631806164, 62, 38.00352127075752, 94.66666666666666, 'High Risk'),
(83781, 80, 17, '33:45.9', 36.304959114050455, 98.41885813103885, 127, 82, 18, 'Female', 50.50029717712445, 1.855873224572096, 0.1132667087993622, 45, 14.66213863790738, 97, 'High Risk'),
(83782, 65, 15, '32:45.9', 36.132891272140526, 96.00507961440552, 132, 70, 44, 'Male', 55.770348593877614, 1.5497953214393747, 0.12672484340890755, 62, 23.21959647752186, 90.66666666666666, 'Low Risk'),
(83783, 78, 15, '31:45.9', 36.82622562, 99.84676205492133, 121, 74, 35, 'Male', 73.60112068703589, 1.8174198034120361, 0.086457657, 47, 22.283013077369255, 89.66666666666667, 'Low Risk'),
(83784, 90, 18, '30:45.9', 37.228161362563974, 96.31079898753643, 126, 73, 76, 'Male', 84.59010971448726, 1.6468696523816067, 0.095117014, 53, 31.188977343046048, 90.66666666666666, 'High Risk'),
(83785, 73, 15, '29:45.9', 36.96540908042024, 96.03722105994369, 129, 75, 72, 'Male', 75.08814446295804, 1.7486662889181832, 0.1219578436625225, 54, 24.555992777810623, 93, 'Low Risk'),
(83786, 80, 12, '28:45.9', 37.086382015721576, 95.05864648950815, 137, 85, 18, 'Male', 94.94761827745678, 1.724030353285553, 0.053675659, 52, 31.94436500751139, 102.33333333333333, 'High Risk'),
(83787, 65, 18, '27:45.9', 36.283422671878455, 95.38692218096062, 139, 76, 62, 'Female', 64.83583801406988, 1.7909138676252108, 0.11477976745989911, 63, 20.214626892588193, 97, 'Low Risk'),
(83788, 66, 18, '26:45.9', 36.78431874966877, 95.20073862, 119, 82, 20, 'Female', 88.33413569120478, 1.8422241547920648, 0.097297557, 37, 26.02816908141861, 94.33333333333333, 'Low Risk'),
(83789, 80, 19, '25:45.9', 37.476481435030465, 96.76283194711293, 121, 86, 56, 'Female', 71.98679894, 1.7673447713315151, 0.060433447, 35, 23.046782503835935, 97.66666666666667, 'Low Risk'),
(83790, 92, 17, '24:45.9', 36.506732859439474, 96.42462008289226, 127, 73, 21, 'Female', 90.66323998965346, 1.939909427572974, 0.1010491464375352, 54, 24.091748894386885, 91, 'High Risk'),
(83791, 95, 18, '23:45.9', 36.45692512, 99.05710626175677, 125, 74, 19, 'Female', 95.32589407420645, 1.614943058798459, 0.078031055, 51, 36.55076397748216, 91, 'High Risk'),
(83792, 74, 16, '22:45.9', 37.41375555650707, 95.82080356, 121, 76, 19, 'Female', 94.10802249336773, 1.991187785029013, 0.065966683, 45, 23.735708993574224, 91, 'Low Risk'),
(83793, 88, 13, '21:45.9', 36.060610037494364, 95.55563214585362, 124, 88, 36, 'Female', 70.41404688342375, 1.6215340416683492, 0.079245179, 36, 26.779789821437507, 100, 'Low Risk'),
(83794, 60, 18, '20:45.9', 36.836878670368534, 95.63039354964305, 139, 80, 42, 'Male', 74.98811738377735, 1.5075428371309583, 0.13798575092077275, 59, 32.995379471749025, 99.66666666666666, 'High Risk'),
(83795, 85, 15, '19:45.9', 36.47701799432985, 98.18412941849886, 128, 84, 35, 'Female', 93.12092939112685, 1.612691006120623, 0.05314998, 44, 35.80510683825059, 98.66666666666667, 'High Risk'),
(83796, 84, 19, '18:45.9', 36.05682911, 95.80899750471208, 116, 76, 58, 'Male', 97.22297060172912, 1.7595528952341994, 0.10992690425526472, 40, 31.40250059894897, 89.33333333333333, 'High Risk'),
(83797, 72, 18, '17:45.9', 36.025540628003206, 95.28397339622424, 134, 82, 74, 'Male', 83.41772775041076, 1.6449018402034716, 0.070632528, 52, 30.830344871757774, 99.33333333333333, 'High Risk'),
(83798, 69, 18, '16:45.9', 36.34795401231561, 98.65176511625076, 120, 73, 74, 'Female', 74.34308807193088, 1.7235689644794845, 0.082742436, 47, 25.02552898136088, 88.66666666666667, 'Low Risk'),
(83799, 88, 14, '15:45.9', 36.144438395536184, 98.90822694090656, 123, 86, 37, 'Male', 60.44443518087138, 1.964716794617871, 0.094216613, 37, 15.658725415314139, 98.33333333333333, 'High Risk'),
(83800, 94, 14, '14:45.9', 36.12530129600398, 99.09625604, 133, 73, 44, 'Male', 61.87044188071267, 1.9511996559094513, 0.11237962678198514, 60, 16.25098899993503, 93, 'High Risk'),
(83801, 96, 15, '13:45.9', 36.37449208228038, 96.29420592395623, 137, 73, 21, 'Male', 79.24400492188674, 1.7972836007617072, 0.067510702, 64, 24.53201338808323, 94.33333333333333, 'High Risk'),
(83802, 67, 16, '12:45.9', 37.095606728960604, 98.89348357123855, 116, 79, 60, 'Male', 75.11889534986196, 1.8546860722299383, 0.13278785208570937, 37, 21.837774222071058, 91.33333333333333, 'Low Risk'),
(83803, 84, 17, '11:45.9', 37.12599175957455, 96.54308297803412, 131, 84, 60, 'Female', 91.29880752407303, 1.841474283458793, 0.13472355986991058, 47, 26.923640854457478, 99.66666666666667, 'Low Risk'),
(83804, 71, 15, '10:45.9', 36.38492827553501, 96.45559465106584, 127, 76, 42, 'Female', 78.54118289588425, 1.9621822526902772, 0.1367967338663968, 51, 20.39946375290598, 93, 'Low Risk'),
(83805, 73, 18, '09:45.9', 37.304958766832854, 97.03992632945567, 125, 80, 56, 'Male', 81.64131540381085, 1.7957199502090206, 0.12383649234102058, 45, 25.31819719901945, 95, 'Low Risk'),
(83806, 97, 18, '08:45.9', 36.31132989158361, 98.30213953580063, 119, 83, 23, 'Male', 89.75123967411284, 1.7373983961578734, 0.1267952797858174, 36, 29.73319803059241, 95, 'High Risk'),
(83807, 81, 15, '07:45.9', 36.74279343817376, 95.55246170291275, 114, 89, 76, 'Male', 81.58651259719764, 1.8306092965104068, 0.080046394, 25, 24.34596776154427, 97.33333333333333, 'Low Risk'),
(83808, 72, 15, '06:45.9', 36.16371409504798, 96.59300148343901, 137, 77, 37, 'Male', 79.07754950220911, 1.636493698495211, 0.059880571, 60, 29.52735381068161, 97, 'Low Risk'),
(83809, 62, 18, '05:45.9', 36.38834285955083, 98.44013883312013, 125, 78, 40, 'Male', 67.95773925091598, 1.902058705369933, 0.079448045, 47, 18.784130160151555, 93.66666666666667, 'Low Risk'),
(83810, 64, 17, '04:45.9', 36.85276255798983, 97.10531327552988, 124, 82, 54, 'Male', 55.55124856654041, 1.720234866821488, 0.071972728, 42, 18.772336592198105, 96, 'Low Risk'),
(83811, 82, 16, '03:45.9', 36.86384152730042, 98.97432980809108, 135, 89, 22, 'Male', 82.93745845561597, 1.5511837212822854, 0.1300884801576287, 46, 34.46864775, 104.33333333333333, 'High Risk'),
(83812, 99, 18, '02:45.9', 37.139582834671394, 99.35345934877427, 125, 85, 87, 'Male', 95.42271382536572, 1.9305139256902517, 0.14419793829375804, 40, 25.603886083609925, 98.33333333333333, 'High Risk'),
(83813, 81, 19, '01:45.9', 36.179867078551595, 96.15885133860765, 130, 72, 79, 'Female', 86.51640274434465, 1.8250574934416863, 0.064805784, 58, 25.974389763244364, 91.33333333333333, 'Low Risk'),
(83814, 64, 13, '00:45.9', 37.19151859856742, 99.81118380289291, 136, 87, 33, 'Male', 52.54212554552987, 1.5041613458901746, 0.1465062646317502, 49, 23.223025012435755, 103.33333333333333, 'Low Risk'),
(83815, 99, 17, '59:45.9', 36.04731528996201, 96.79461486324463, 137, 81, 29, 'Female', 87.85265817, 1.550709594211696, 0.10488580818798802, 56, 36.53372528606551, 99.66666666666666, 'High Risk'),
(83816, 95, 14, '58:45.9', 36.103498644841046, 95.85702776518357, 117, 86, 35, 'Female', 55.72812200373088, 1.581438539138974, 0.13837276270347781, 31, 22.28280047312193, 96.33333333333333, 'High Risk'),
(83817, 82, 15, '57:45.9', 36.67900061, 97.91603715439271, 128, 73, 62, 'Male', 51.50955173394331, 1.7753528547151178, 0.07760572, 55, 16.342496656485565, 91.33333333333333, 'High Risk'),
(83818, 73, 18, '56:45.9', 37.43187818, 99.62398385344851, 116, 74, 66, 'Female', 83.15166502064542, 1.5851681289762516, 0.11251379048106624, 42, 33.09179201334998, 88, 'High Risk'),
(83819, 75, 13, '55:45.9', 36.64116674, 96.42157076091323, 112, 74, 56, 'Male', 57.01985044952769, 1.7439947033882697, 0.12069394393261011, 38, 18.74717142757877, 86.66666666666667, 'Low Risk'),
(83820, 77, 19, '54:45.9', 36.52474870317894, 95.71145059, 115, 89, 80, 'Male', 53.454572349523005, 1.5766819737487416, 0.14344587403303544, 26, 21.502881160979282, 97.66666666666667, 'Low Risk'),
(83821, 77, 12, '53:45.9', 37.28172606158885, 96.29358013304339, 133, 76, 67, 'Female', 87.35118763587676, 1.5282930556235084, 0.1329175821237468, 57, 37.39861633733404, 95, 'High Risk'),
(83822, 72, 19, '52:45.9', 36.85956678336909, 97.56625822665241, 129, 79, 52, 'Female', 57.424248953600824, 1.814172705115329, 0.068438474, 50, 17.447695237649242, 95.66666666666666, 'High Risk'),
(83823, 96, 13, '51:45.9', 36.395379255356445, 98.08783568265542, 136, 72, 75, 'Female', 94.78420445145221, 1.5481347861920518, 0.05672255, 64, 39.54744500750893, 93.33333333333333, 'High Risk'),
(83824, 86, 18, '50:45.9', 36.96110827032866, 99.52856008880038, 134, 75, 34, 'Female', 63.34442323369049, 1.5627558422213015, 0.054127903, 59, 25.937381138303707, 94.66666666666666, 'Low Risk'),
(83825, 81, 15, '49:45.9', 36.82808144333688, 96.86382084941008, 132, 89, 60, 'Male', 78.95430597078777, 1.7604208618299029, 0.12263175209656003, 43, 25.47667854131606, 103.33333333333333, 'Low Risk'),
(83826, 82, 19, '48:45.9', 36.29246969939868, 95.94291393997074, 113, 82, 75, 'Male', 85.48935837476546, 1.9094441699254052, 0.066287688, 31, 23.44758551200423, 92.33333333333333, 'Low Risk'),
(83827, 80, 15, '47:45.9', 36.51246763203625, 95.53014028574833, 131, 73, 44, 'Female', 80.08528675378953, 1.5800602824344725, 0.061880964905759464, 58, 32.07786254, 92.33333333333333, 'High Risk'),
(83828, 79, 15, '46:45.9', 36.24735161777746, 98.28898252666848, 128, 89, 30, 'Female', 57.090171327952675, 1.9916760389207648, 0.061411846, 39, 14.392092750884316, 102, 'High Risk'),
(83829, 69, 18, '45:45.9', 36.88454193, 97.69327045023135, 119, 84, 49, 'Male', 73.78432825, 1.6009082110642292, 0.14446296850990864, 35, 28.789310485137147, 95.66666666666667, 'Low Risk'),
(83830, 93, 18, '44:45.9', 36.80724258402964, 97.59605526, 116, 87, 57, 'Male', 72.78947547110526, 1.9691736632185595, 0.1338562197200453, 29, 18.771568065034018, 96.66666666666667, 'High Risk'),
(83831, 61, 14, '43:45.9', 36.938118853387586, 98.39472202601277, 137, 77, 83, 'Female', 89.23819660311078, 1.5413659849985037, 0.14088515189334272, 60, 37.56118141562308, 97, 'High Risk'),
(83832, 97, 19, '42:45.9', 36.707388324192685, 98.70905298062303, 123, 80, 52, 'Male', 82.48179564488211, 1.6201384184372232, 0.10937673759748717, 43, 31.42345007921753, 94.33333333333333, 'High Risk'),
(83833, 96, 18, '41:45.9', 36.543201317288734, 99.65905219122396, 135, 87, 33, 'Male', 65.19437812, 1.762962066431499, 0.1350859445662324, 48, 20.976074248569656, 103, 'High Risk'),
(83834, 72, 13, '40:45.9', 36.174591148149396, 98.95735963831751, 126, 76, 82, 'Female', 63.04793895, 1.6701099846413208, 0.070469557, 50, 22.60376321017624, 92.66666666666666, 'Low Risk'),
(83835, 77, 15, '39:45.9', 37.342136322852205, 99.97084571859592, 137, 76, 27, 'Female', 89.63001759296043, 1.758807906635285, 0.11937510053260132, 61, 28.974547554731664, 96.33333333333333, 'Low Risk'),
(83836, 65, 14, '38:45.9', 36.73734613712932, 95.27567199549578, 127, 76, 39, 'Male', 59.87362537664713, 1.6864056273124066, 0.071100444, 51, 21.052877829458723, 93, 'Low Risk'),
(83837, 91, 14, '37:45.9', 37.498960664611275, 99.89736293749877, 111, 82, 38, 'Male', 56.277721402069304, 1.740516626652243, 0.12714789177365735, 29, 18.577195545331566, 91.66666666666667, 'High Risk'),
(83838, 85, 16, '36:45.9', 36.251594772165944, 95.69348631426494, 110, 74, 36, 'Male', 62.57237247191921, 1.7215485123421073, 0.066478128, 36, 21.112715283018794, 86, 'Low Risk'),
(83839, 94, 13, '35:45.9', 37.39926953624835, 96.78398946894036, 121, 84, 43, 'Male', 85.02702774, 1.750606012065042, 0.14381767789168948, 37, 27.744708524567987, 96.33333333333333, 'High Risk'),
(83840, 69, 19, '34:45.9', 36.63143070186696, 97.66005145, 117, 79, 71, 'Female', 50.16473596484958, 1.9499506370939623, 0.074282859, 38, 13.19323493299812, 91.66666666666667, 'High Risk'),
(83841, 90, 14, '33:45.9', 37.35779831, 99.18053891622719, 122, 76, 47, 'Male', 92.77048353012701, 1.9339500406924222, 0.052563137, 46, 24.803862688785962, 91.33333333333333, 'Low Risk'),
(83842, 75, 12, '32:45.9', 37.22163443652654, 96.17217968081219, 130, 85, 78, 'Male', 62.56550162301184, 1.9426522627188563, 0.082035183, 45, 16.578483231171415, 100, 'High Risk'),
(83843, 91, 16, '31:45.9', 36.31510526974416, 99.70348315368373, 127, 76, 44, 'Male', 52.72281560738166, 1.7069949420959478, 0.067011837, 51, 18.09398086450962, 93, 'High Risk'),
(83844, 72, 13, '30:45.9', 37.134732562594515, 99.59816706472073, 114, 79, 31, 'Male', 75.29106410567914, 1.9118353855734225, 0.054197173, 35, 20.598824811150514, 90.66666666666667, 'Low Risk'),
(83845, 72, 17, '29:45.9', 36.15488078514451, 98.62167552816634, 127, 85, 21, 'Male', 51.587080299933426, 1.660890121204064, 0.11251016930223488, 42, 18.700755177273773, 99, 'Low Risk'),
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(84022, 67, 12, '32:45.9', 36.18147414707172, 98.26069977850688, 121, 82, 72, 'Female', 74.80456033198749, 1.5267406859576118, 0.13034914149868115, 39, 32.09205414461056, 95, 'High Risk'),
(84023, 61, 15, '31:45.9', 36.770221028569566, 99.63315829, 130, 70, 52, 'Female', 97.19155367215035, 1.9169935464151842, 0.066485533, 60, 26.44765816508291, 90, 'Low Risk'),
(84024, 83, 13, '30:45.9', 36.12218498370801, 99.30307848039382, 128, 87, 71, 'Female', 97.24919773309323, 1.784814479661549, 0.12388781646829773, 41, 30.528106357677142, 100.66666666666667, 'High Risk'),
(84025, 78, 15, '29:45.9', 36.787620483279966, 96.25860757128207, 127, 74, 79, 'Male', 94.63637770033776, 1.587158014700482, 0.1204236337067549, 53, 37.567974103925884, 91.66666666666666, 'High Risk'),
(84026, 65, 19, '28:45.9', 36.54402840852962, 97.21975255, 129, 77, 49, 'Female', 99.29694600465595, 1.8682327390649767, 0.10395595140641417, 52, 28.449453918303146, 94.33333333333333, 'Low Risk'),
(84027, 72, 16, '27:45.9', 36.75008262575839, 98.84125985357689, 115, 84, 24, 'Male', 52.811542074634815, 1.9157633644670662, 0.11399742902933138, 31, 14.389480702044676, 94.33333333333333, 'High Risk'),
(84028, 69, 14, '26:45.9', 37.028827582324965, 96.60548887989741, 113, 79, 24, 'Female', 50.48606514959219, 1.5665136622575568, 0.14444687901901584, 34, 20.57326165524843, 90.33333333333333, 'Low Risk'),
(84029, 67, 19, '25:45.9', 37.306990535765806, 98.74845046, 112, 71, 78, 'Male', 90.98361031410599, 1.6127757226126374, 0.1230665451586056, 41, 34.97963000418162, 84.66666666666667, 'High Risk'),
(84030, 94, 15, '24:45.9', 36.09645363084372, 96.02797995595333, 111, 70, 47, 'Male', 99.89272546162513, 1.7155853546675495, 0.14483424508375614, 41, 33.939794014644455, 83.66666666666667, 'High Risk'),
(84031, 64, 19, '23:45.9', 36.06101325934712, 98.42223792603716, 120, 83, 78, 'Female', 95.49069683560894, 1.7340367009918523, 0.075870988, 37, 31.757367323991428, 95.33333333333333, 'High Risk'),
(84032, 62, 19, '22:45.9', 37.06255719901897, 96.38483333415206, 128, 82, 48, 'Female', 70.45941410864563, 1.9919714714697454, 0.11621517994882823, 46, 17.757131016090877, 97.33333333333333, 'High Risk'),
(84033, 71, 14, '21:45.9', 36.96693753185991, 98.11188765926242, 137, 78, 79, 'Male', 60.093739975212216, 1.551016525011778, 0.14977064605815926, 59, 24.98022717287449, 97.66666666666666, 'Low Risk'),
(84034, 68, 16, '20:45.9', 36.12066118216203, 95.34164081, 117, 80, 41, 'Male', 60.882358047726086, 1.628324833139321, 0.089802455, 37, 22.96198201117262, 92.33333333333333, 'Low Risk'),
(84035, 62, 17, '19:45.9', 36.275175967352396, 98.58070978915673, 124, 89, 22, 'Male', 59.42432506151309, 1.908889055872013, 0.099975442, 35, 16.308081817623897, 100.66666666666667, 'High Risk'),
(84036, 89, 16, '18:45.9', 36.27540597672532, 99.59644000403115, 129, 77, 28, 'Male', 60.63200478938346, 1.8261537809071626, 0.10771700027461337, 52, 18.181396364332137, 94.33333333333333, 'High Risk'),
(84037, 73, 12, '17:45.9', 37.032189391824396, 96.33601861196074, 135, 73, 19, 'Female', 74.91067524005949, 1.746573122152948, 0.078159106, 62, 24.55670916170677, 93.66666666666666, 'Low Risk'),
(84038, 81, 12, '16:45.9', 36.72686364779441, 97.31060738520215, 119, 71, 26, 'Male', 81.03199852177008, 1.5545629017480442, 0.052743802, 48, 33.53049395673128, 87, 'High Risk'),
(84039, 76, 19, '15:45.9', 36.37783599769516, 99.15239471973241, 124, 85, 23, 'Female', 60.29130603950591, 1.7669238437754486, 0.070066245, 39, 19.311634312326397, 98, 'Low Risk'),
(84040, 77, 14, '14:45.9', 37.12257927074057, 96.22598506955293, 134, 77, 43, 'Female', 85.72190563236899, 1.5938494975378612, 0.12567899042750547, 57, 33.74404933073387, 96, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(84041, 64, 14, '13:45.9', 36.95505535032698, 95.74482035973878, 110, 71, 22, 'Male', 67.55026989332414, 1.5555233451472001, 0.12436105327068724, 39, 27.91733911, 84, 'Low Risk'),
(84042, 82, 19, '12:45.9', 37.337235450090844, 99.47819294, 125, 88, 25, 'Male', 77.45563776146734, 1.7192956007636786, 0.1072105255497605, 37, 26.20305511675465, 100.33333333333333, 'Low Risk'),
(84043, 88, 17, '11:45.9', 36.282452863524256, 98.09199127365383, 111, 76, 73, 'Female', 80.17930190159473, 1.852057660093033, 0.13582407515809974, 35, 23.375088497072927, 87.66666666666667, 'Low Risk'),
(84044, 68, 17, '10:45.9', 36.38821866324587, 97.34654737027901, 116, 82, 53, 'Male', 87.49354204, 1.8316676039367332, 0.094797869, 34, 26.078503742945884, 93.33333333333333, 'Low Risk'),
(84045, 61, 15, '09:45.9', 36.32674751457655, 99.07280454909714, 139, 72, 36, 'Male', 51.972957791842475, 1.8934265603879972, 0.12014872020981747, 67, 14.497078927545154, 94.33333333333333, 'High Risk'),
(84046, 92, 17, '08:45.9', 37.24210123773305, 97.93967511106851, 124, 86, 61, 'Female', 58.62902216016699, 1.671829064763967, 0.1039590017933702, 38, 20.97630110803895, 98.66666666666667, 'High Risk'),
(84047, 93, 16, '07:45.9', 36.94825587087671, 98.51362934153411, 131, 82, 41, 'Female', 55.56964543862382, 1.9068078468688767, 0.089114797, 49, 15.283533205570162, 98.33333333333333, 'High Risk'),
(84048, 90, 12, '06:45.9', 36.78556966960242, 96.76662941442424, 117, 80, 81, 'Female', 59.70750593738366, 1.889660323859624, 0.1175612804232733, 37, 16.720968989623216, 92.33333333333333, 'High Risk'),
(84049, 81, 15, '05:45.9', 36.747063817193684, 96.47794481428133, 113, 70, 21, 'Female', 70.32505361, 1.6315947630708065, 0.083641056, 43, 26.417119852194958, 84.33333333333333, 'Low Risk'),
(84050, 61, 12, '04:45.9', 37.08136549093105, 97.50029945699212, 135, 76, 30, 'Male', 51.52349353171049, 1.7764254790326333, 0.090510376, 59, 16.327185063957277, 95.66666666666666, 'High Risk'),
(84051, 82, 12, '03:45.9', 37.403417276022466, 98.21204051321209, 127, 83, 62, 'Female', 93.06565595, 1.5103075044601066, 0.073480001, 44, 40.79986086305344, 97.66666666666667, 'High Risk'),
(84052, 71, 17, '02:45.9', 37.11463523979253, 95.57692478038997, 117, 72, 54, 'Male', 86.00016893, 1.7394016440517925, 0.056551281, 45, 28.424939686959224, 87, 'Low Risk'),
(84053, 89, 13, '01:45.9', 37.35741876212621, 99.69026734297043, 122, 70, 44, 'Female', 62.968103462586676, 1.5706504404721673, 0.063773313, 52, 25.52475205565013, 87.33333333333333, 'Low Risk'),
(84054, 67, 16, '00:45.9', 37.11840667914298, 96.81297127669534, 139, 78, 56, 'Male', 57.14629855759088, 1.7005217764596985, 0.096313949, 61, 19.76167307255921, 98.33333333333333, 'Low Risk'),
(84055, 80, 18, '59:45.9', 36.14252193572504, 98.52199405, 128, 75, 50, 'Male', 64.78745778220025, 1.5710743541818877, 0.1384788876702265, 53, 26.248075108859474, 92.66666666666666, 'Low Risk'),
(84056, 65, 17, '58:45.9', 37.32324116186102, 98.02325982264037, 122, 80, 37, 'Male', 76.16257241466334, 1.8461927500981565, 0.05861079, 42, 22.345368532686393, 94, 'Low Risk'),
(84057, 64, 13, '57:45.9', 36.386992914259295, 97.64041227355101, 129, 84, 68, 'Male', 84.01892095881624, 1.8081510867322756, 0.06310857, 45, 25.698493581824753, 99, 'Low Risk'),
(84058, 65, 16, '56:45.9', 36.970862326652835, 99.13540047031177, 137, 83, 30, 'Female', 92.74966528876674, 1.5820933468436453, 0.097601223, 54, 37.05511305281061, 101, 'High Risk'),
(84059, 89, 15, '55:45.9', 36.10662399569829, 96.30487477006649, 136, 75, 42, 'Female', 79.65323300676857, 1.668933984842576, 0.072328336, 61, 28.59730393406246, 95.33333333333333, 'Low Risk'),
(84060, 84, 12, '54:45.9', 36.83962564622252, 95.54734591331659, 138, 87, 89, 'Female', 60.301881829288504, 1.7923806757753282, 0.063235243, 51, 18.770263065061425, 104, 'Low Risk'),
(84061, 93, 17, '53:45.9', 36.97088480300839, 96.25936307917637, 139, 79, 64, 'Male', 59.47210356013697, 1.7147575346952293, 0.051611414656937554, 60, 20.225900215809414, 99, 'High Risk'),
(84062, 87, 12, '52:45.9', 36.70973337, 97.30571677927118, 138, 84, 65, 'Male', 66.54694247727797, 1.6405737827195421, 0.051990704, 54, 24.725015495610005, 102, 'Low Risk'),
(84063, 80, 18, '51:45.9', 36.11358861, 98.01613709989259, 117, 74, 73, 'Male', 83.18327950453187, 1.655757269651149, 0.063188858, 43, 30.341894742776827, 88.33333333333333, 'High Risk'),
(84064, 75, 15, '50:45.9', 36.25669946953093, 97.38298986, 135, 79, 23, 'Female', 67.59169164738555, 1.8291182819553602, 0.070508422, 56, 20.202714885755633, 97.66666666666666, 'Low Risk'),
(84065, 78, 17, '49:45.9', 36.345099574388286, 95.81087641880642, 127, 75, 31, 'Male', 83.62248948838854, 1.5623412249870574, 0.056744559, 52, 34.25873381225234, 92.33333333333333, 'High Risk'),
(84066, 64, 16, '48:45.9', 37.07774207160578, 99.48615266064165, 127, 86, 34, 'Male', 52.50688694986941, 1.7117606475769622, 0.070615247, 41, 17.91967770938257, 99.66666666666667, 'High Risk'),
(84067, 72, 16, '47:45.9', 36.746213071004775, 96.16842460978164, 130, 89, 22, 'Male', 62.782534562983294, 1.658829075, 0.066264962, 41, 22.81579292843946, 102.66666666666667, 'Low Risk'),
(84068, 60, 19, '46:45.9', 36.737608640220365, 96.52436988577838, 130, 87, 80, 'Male', 66.62370994532068, 1.5394475282930848, 0.114792154, 43, 28.112471710239696, 101.33333333333333, 'Low Risk'),
(84069, 77, 19, '45:45.9', 36.258427008518744, 99.53507427, 111, 73, 60, 'Female', 54.15349847737091, 1.9239715992052562, 0.1256543410151406, 38, 14.629490619599753, 85.66666666666667, 'High Risk'),
(84070, 68, 12, '44:45.9', 36.634908103396484, 98.77952402, 122, 86, 80, 'Female', 56.51026197864273, 1.9119525830277624, 0.10666628162170058, 36, 15.458704152916074, 98, 'High Risk'),
(84071, 62, 12, '43:45.9', 37.00639307162931, 98.03242348, 112, 77, 33, 'Female', 71.98553364184004, 1.7599721170640001, 0.12852411413603473, 35, 23.23986782308949, 88.66666666666667, 'Low Risk'),
(84072, 86, 15, '42:45.9', 36.68908164694092, 97.63507953791229, 134, 79, 29, 'Male', 79.49130317762712, 1.7786496021166842, 0.118959971, 55, 25.126894585152552, 97.33333333333333, 'Low Risk'),
(84073, 96, 14, '41:45.9', 37.272594, 99.47088169, 136, 74, 48, 'Male', 75.93382240100054, 1.7583243298325844, 0.12200447386005847, 62, 24.560504943633493, 94.66666666666666, 'High Risk'),
(84074, 61, 17, '40:45.9', 37.31164242503401, 96.35962193002274, 123, 77, 81, 'Male', 65.27571608667712, 1.781754378011867, 0.1389061936493865, 46, 20.561555940299353, 92.33333333333333, 'Low Risk'),
(84075, 89, 19, '39:45.9', 36.34599641527374, 99.13703360647803, 119, 72, 47, 'Male', 65.94503190768134, 1.9340453312436687, 0.1155634027205558, 47, 17.629856791791255, 87.66666666666667, 'High Risk'),
(84076, 90, 12, '38:45.9', 36.59578840862665, 98.79671717, 128, 73, 55, 'Female', 81.61848848766209, 1.9355730184408886, 0.14289884275140408, 55, 21.785595151065863, 91.33333333333333, 'Low Risk'),
(84077, 68, 16, '37:45.9', 37.192075166688376, 97.37285620479425, 113, 72, 70, 'Female', 87.53947419, 1.830790758, 0.093461053, 41, 26.117193738055978, 85.66666666666667, 'Low Risk'),
(84078, 77, 17, '36:45.9', 36.35844607759516, 96.70075275836109, 122, 73, 55, 'Male', 67.65849865081216, 1.7203378134393836, 0.095729839, 49, 22.86098221747541, 89.33333333333333, 'Low Risk'),
(84079, 74, 12, '35:45.9', 36.99209345808689, 99.77329790929656, 123, 84, 46, 'Female', 84.75080018707335, 1.6191297635643798, 0.095210321, 39, 32.328123374404626, 97, 'High Risk'),
(84080, 79, 14, '34:45.9', 36.79846860852641, 99.62200768, 110, 89, 82, 'Male', 68.32334555735709, 1.5159253490793545, 0.085571845, 21, 29.731272240840486, 96, 'Low Risk'),
(84081, 69, 18, '33:45.9', 36.660664830970084, 98.58006735167459, 123, 86, 29, 'Male', 54.53160495, 1.6402759270127651, 0.1343769296388242, 37, 20.268166230228896, 98.33333333333333, 'Low Risk'),
(84082, 62, 12, '32:45.9', 36.21417069713723, 97.27320879123492, 116, 75, 58, 'Male', 60.03886304320311, 1.9524778817349817, 0.052487839539595404, 41, 15.749262219195506, 88.66666666666667, 'High Risk'),
(84083, 78, 17, '31:45.9', 36.64389328027813, 98.81349729306757, 132, 74, 77, 'Female', 79.66894164063984, 1.7045502886147368, 0.12705100933153385, 58, 27.420123765316156, 93.33333333333333, 'Low Risk'),
(84084, 61, 16, '30:45.9', 36.634136770307265, 98.88065449798712, 114, 80, 78, 'Male', 60.02373766847513, 1.849325261108403, 0.12822553859273245, 34, 17.550780364124925, 91.33333333333333, 'High Risk'),
(84085, 65, 17, '29:45.9', 36.07309231188714, 98.37999127, 114, 89, 75, 'Male', 74.85657843, 1.9733804325792577, 0.12848886810336324, 25, 19.22243217705784, 97.33333333333333, 'Low Risk'),
(84086, 73, 16, '28:45.9', 36.552771318845345, 98.34376055430516, 133, 88, 64, 'Female', 68.01411343229987, 1.8345149759339965, 0.062074428536132535, 45, 20.20954419178234, 103, 'Low Risk'),
(84087, 80, 18, '27:45.9', 36.14294472583233, 99.39095269231976, 115, 70, 41, 'Male', 66.12229536188912, 1.8547951584922353, 0.094920071, 45, 19.220116422696723, 85, 'Low Risk'),
(84088, 88, 19, '26:45.9', 36.75984157230589, 96.25687097213269, 113, 75, 69, 'Male', 68.34888650676659, 1.714302434590008, 0.13179184313578166, 38, 23.25715353409749, 87.66666666666667, 'Low Risk'),
(84089, 84, 13, '25:45.9', 36.97237735524943, 97.72020346946793, 122, 70, 51, 'Male', 55.69728537615892, 1.8174545321580127, 0.080619918, 52, 16.861915907634504, 87.33333333333333, 'High Risk'),
(84090, 61, 16, '24:45.9', 36.680763716094624, 98.69505636448383, 122, 85, 73, 'Female', 74.32144481464735, 1.847604459200563, 0.13819524103113556, 37, 21.771890444395652, 97.33333333333333, 'Low Risk'),
(84091, 80, 18, '23:45.9', 36.049977379695186, 97.63232120435644, 121, 75, 31, 'Female', 79.07699669208944, 1.6238346487968416, 0.12849327649543552, 46, 29.98931587887546, 90.33333333333333, 'Low Risk'),
(84092, 93, 12, '22:45.9', 36.35757910452118, 95.52968436, 120, 76, 33, 'Female', 51.603178070393234, 1.9219729073665057, 0.14238668071002353, 44, 13.969534234866991, 90.66666666666667, 'High Risk'),
(84093, 88, 17, '21:45.9', 37.221352293152705, 96.87320863834032, 139, 86, 73, 'Female', 83.07392316, 1.8615193306154092, 0.053663704, 53, 23.97339933105652, 103.66666666666666, 'Low Risk'),
(84094, 77, 19, '20:45.9', 36.71401985510395, 97.50121962424764, 121, 76, 52, 'Female', 83.42320108143414, 1.7179646644731847, 0.056316159167067906, 45, 28.265612224480666, 91, 'Low Risk'),
(84095, 82, 14, '19:45.9', 37.032927050801106, 98.15885910832569, 139, 82, 69, 'Female', 60.34792978328062, 1.8811028239952778, 0.083702139, 57, 17.054433797919756, 101, 'High Risk'),
(84096, 83, 16, '18:45.9', 36.94933659187159, 98.52267454963301, 126, 83, 56, 'Female', 90.60193310107317, 1.8677695421008849, 0.1489019813353028, 43, 25.971132377566647, 97.33333333333333, 'Low Risk'),
(84097, 67, 16, '17:45.9', 36.81835102945496, 95.34398358, 111, 88, 66, 'Female', 62.19983653398522, 1.6181935267157845, 0.077627597, 23, 23.753539037909764, 95.66666666666667, 'Low Risk'),
(84098, 77, 19, '16:45.9', 36.19035790916247, 97.99114163483006, 133, 87, 27, 'Female', 81.98860882473649, 1.9124597531426075, 0.14541700100647084, 46, 22.416556965411008, 102.33333333333333, 'Low Risk'),
(84099, 68, 16, '15:45.9', 36.136896912969036, 95.62951892280272, 132, 80, 26, 'Female', 70.23371212319861, 1.9642741705232656, 0.14050482613450033, 52, 18.20293471212458, 97.33333333333333, 'High Risk'),
(84100, 72, 19, '14:45.9', 36.16481209236513, 96.00570403058354, 123, 72, 40, 'Male', 57.416123773772064, 1.8795829351931042, 0.073676616, 51, 16.25215226958901, 89, 'High Risk'),
(84101, 82, 12, '13:45.9', 36.79364826452605, 97.17881084473791, 116, 78, 27, 'Male', 60.24494332132666, 1.9949328017465584, 0.10176808543153892, 38, 15.137845120976525, 90.66666666666667, 'High Risk'),
(84102, 82, 16, '12:45.9', 37.44204612128079, 96.10606610954879, 133, 79, 41, 'Male', 89.42789017598929, 1.618237325, 0.081255079, 54, 34.14983083315427, 97, 'High Risk'),
(84103, 67, 17, '11:45.9', 36.046936550018955, 99.11416198111304, 110, 86, 83, 'Female', 52.293134195410026, 1.984750307500087, 0.058859639956233646, 24, 13.27495068189879, 94, 'High Risk'),
(84104, 84, 16, '10:45.9', 36.83127130473798, 98.80096952844329, 133, 86, 55, 'Female', 73.78991607, 1.7971086677233516, 0.084136278, 47, 22.84800781480684, 101.66666666666667, 'Low Risk'),
(84105, 63, 14, '09:45.9', 37.45701656121261, 98.98932273004286, 113, 78, 88, 'Female', 58.29066930670512, 1.5488076923657177, 0.10411422379828891, 35, 24.299875478002523, 89.66666666666667, 'Low Risk'),
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(84283, 84, 17, '11:45.9', 36.33131702749599, 97.52535915929617, 117, 79, 63, 'Male', 88.03665634, 1.750127476042901, 0.12561788482383413, 38, 28.742475738821653, 91.66666666666667, 'Low Risk'),
(84284, 92, 13, '10:45.9', 37.14166713, 95.14728079078316, 118, 77, 83, 'Female', 87.92851500471556, 1.821294541147808, 0.063692745, 41, 26.50753641791877, 90.66666666666667, 'High Risk'),
(84285, 92, 15, '09:45.9', 36.177072960436504, 95.78782017076371, 113, 89, 61, 'Male', 93.67667878718207, 1.5258857743907939, 0.068559937, 24, 40.23346498798848, 97, 'High Risk'),
(84286, 72, 17, '08:45.9', 36.16198540992786, 99.90456585789012, 134, 74, 29, 'Male', 95.39150146186628, 1.8993328226771142, 0.10547986594955203, 60, 26.44280594052895, 94, 'Low Risk'),
(84287, 68, 17, '07:45.9', 36.91329548526608, 96.60369830007151, 118, 80, 50, 'Male', 98.30798977587739, 1.9618346477706066, 0.074008431, 38, 25.54253605234181, 92.66666666666667, 'Low Risk'),
(84288, 89, 12, '06:45.9', 36.62490911118163, 99.64074413049724, 137, 76, 64, 'Male', 89.10293793956947, 1.6903787297876898, 0.1492701272046002, 61, 31.183437323705782, 96.33333333333333, 'High Risk'),
(84289, 98, 17, '05:45.9', 36.17457892543833, 98.51437901272338, 139, 74, 52, 'Female', 79.32364521199018, 1.6915920612314104, 0.10060099924650662, 65, 27.721159189916243, 95.66666666666666, 'High Risk'),
(84290, 83, 12, '04:45.9', 37.185572745559014, 97.94640375745371, 122, 78, 68, 'Male', 91.73051145464586, 1.974311949139896, 0.059195864692594316, 44, 23.53326942590783, 92.66666666666667, 'Low Risk'),
(84291, 68, 19, '03:45.9', 37.39908138421949, 96.79513195320449, 133, 84, 35, 'Female', 85.20475433604348, 1.5201341997394993, 0.099579706, 49, 36.87227795693215, 100.33333333333333, 'High Risk'),
(84292, 69, 18, '02:45.9', 37.33718561601962, 97.94548729439151, 124, 77, 18, 'Male', 52.693929842821404, 1.622519889, 0.12345573994082935, 47, 20.016149241770513, 92.66666666666667, 'Low Risk'),
(84293, 66, 18, '01:45.9', 36.45366399, 95.63689292364558, 111, 81, 52, 'Female', 63.16432270348517, 1.5190433894849966, 0.071094959, 30, 27.37357281444514, 91, 'Low Risk'),
(84294, 95, 16, '00:45.9', 36.72911446860246, 96.06199719505133, 124, 78, 31, 'Female', 50.70174520981985, 1.8300577542801175, 0.13489240719197568, 46, 15.138865029102876, 93.33333333333333, 'High Risk'),
(84295, 64, 17, '59:45.9', 36.53098267882674, 99.66785202306687, 112, 72, 37, 'Male', 97.29604918066022, 1.9202055123248458, 0.08046107, 40, 26.38759327, 85.33333333333333, 'Low Risk'),
(84296, 66, 12, '58:45.9', 37.45705359669924, 98.01849422709974, 134, 80, 25, 'Female', 84.69368304981239, 1.8988884702369317, 0.10438291023234564, 54, 23.488328071417577, 98, 'Low Risk'),
(84297, 94, 19, '57:45.9', 36.95100412035956, 99.82999260250969, 122, 82, 41, 'Male', 75.11402691458963, 1.8639149874821368, 0.1492360217324126, 40, 21.62065488646904, 95.33333333333333, 'High Risk'),
(84298, 99, 18, '56:45.9', 37.188734425539465, 96.04559336554686, 130, 82, 47, 'Female', 92.10761541, 1.6779149980526413, 0.11969934497194042, 48, 32.71565554153276, 98, 'High Risk'),
(84299, 81, 12, '55:45.9', 36.29098069007506, 96.09803681359084, 111, 71, 54, 'Male', 64.23590174, 1.810304452685143, 0.064063452, 40, 19.600835590473828, 84.33333333333333, 'Low Risk'),
(84300, 96, 19, '54:45.9', 36.55810988498227, 95.85748109580966, 123, 77, 64, 'Female', 96.50146637356173, 1.9967265272859502, 0.1292852317251743, 46, 24.20453464, 92.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(84302, 72, 19, '52:45.9', 36.987916310783994, 96.14811370845172, 128, 80, 27, 'Female', 97.27912140069523, 1.6018303224961228, 0.10346271527719841, 48, 37.91286621850024, 96, 'High Risk'),
(84303, 87, 15, '51:45.9', 36.692774733685404, 99.18490865193957, 134, 78, 42, 'Female', 67.42120047544513, 1.7455653341036563, 0.072795461, 56, 22.127088054883618, 96.66666666666666, 'Low Risk'),
(84304, 88, 15, '50:45.9', 36.21408575382988, 95.67216020338446, 118, 81, 71, 'Female', 73.50309667857046, 1.8294691694932608, 0.053373196, 37, 21.961168598508703, 93.33333333333333, 'Low Risk'),
(84305, 73, 14, '49:45.9', 36.06573209963365, 97.77356124689425, 128, 89, 43, 'Female', 82.06270637081693, 1.8937459760538755, 0.11179830684412778, 39, 22.882443016904176, 102, 'Low Risk'),
(84306, 93, 16, '48:45.9', 36.94072592530278, 97.90728927956822, 112, 72, 29, 'Male', 69.15145311498235, 1.507506871076765, 0.063082305, 40, 30.428651763658376, 85.33333333333333, 'High Risk'),
(84307, 63, 14, '47:45.9', 36.028871964341505, 98.19222603, 124, 77, 27, 'Female', 53.12001251808174, 1.942660059128626, 0.095861526, 47, 14.07552317782843, 92.66666666666667, 'High Risk'),
(84308, 72, 15, '46:45.9', 36.13651566929069, 99.08697745643502, 133, 88, 32, 'Male', 77.65807813626057, 1.9470375092475325, 0.12112585985044029, 45, 20.485095934308298, 103, 'Low Risk'),
(84309, 88, 17, '45:45.9', 37.36477316352765, 97.20923959669533, 124, 78, 79, 'Female', 98.80474520669298, 1.8028379618891686, 0.13287645360215794, 46, 30.399358141334528, 93.33333333333333, 'High Risk'),
(84310, 98, 19, '44:45.9', 36.32753185032907, 97.47994946667704, 114, 84, 64, 'Male', 99.71000821883706, 1.5993248173948018, 0.090416744, 30, 38.982115076266595, 94, 'High Risk'),
(84311, 95, 17, '43:45.9', 37.11904792940509, 99.69865123715597, 121, 78, 69, 'Male', 82.97847570768371, 1.9929986417245085, 0.11659662025959668, 43, 20.890625672364926, 92.33333333333333, 'High Risk'),
(84312, 75, 12, '42:45.9', 37.19065683661484, 95.10532791980253, 114, 85, 33, 'Female', 51.05340439531448, 1.6949367659353014, 0.080223473, 29, 17.77123896550568, 94.66666666666667, 'High Risk'),
(84313, 82, 15, '41:45.9', 37.01943095680385, 97.18028412297701, 126, 79, 55, 'Female', 78.76598769642399, 1.9079586375980742, 0.069885139, 47, 21.637187690873308, 94.66666666666667, 'Low Risk'),
(84314, 95, 15, '40:45.9', 36.90207215925527, 96.41978461106173, 116, 73, 76, 'Female', 55.69689764598656, 1.739781594402542, 0.1230093050555632, 43, 18.401004914534067, 87.33333333333333, 'High Risk'),
(84315, 98, 17, '39:45.9', 36.27579609342034, 98.12397177, 127, 78, 62, 'Male', 55.912050463803155, 1.7676490609343962, 0.093280364, 49, 17.894242795928726, 94.33333333333333, 'High Risk'),
(84316, 62, 16, '38:45.9', 37.28662094689344, 97.08443415986767, 119, 78, 87, 'Female', 50.02720186133026, 1.7363575319211106, 0.055880039, 41, 16.593114190738973, 91.66666666666667, 'High Risk'),
(84317, 82, 18, '37:45.9', 36.02554953049437, 99.66729362337844, 113, 77, 65, 'Female', 80.50724918485817, 1.560902513855423, 0.088483739, 36, 33.04330108252882, 89, 'High Risk'),
(84318, 93, 15, '36:45.9', 36.86468263597058, 96.25286165161403, 122, 81, 65, 'Male', 73.66199097453828, 1.6513403157848514, 0.13328291816581306, 41, 27.01284242732335, 94.66666666666667, 'High Risk'),
(84319, 81, 12, '35:45.9', 37.024727822131396, 99.28432394347854, 132, 73, 20, 'Female', 51.592198187967846, 1.5917237935356419, 0.11224886420911272, 59, 20.36332138943981, 92.66666666666666, 'Low Risk'),
(84320, 83, 19, '34:45.9', 37.35374978029666, 98.44911271295166, 130, 79, 65, 'Female', 60.32643988585015, 1.812893965691356, 0.077142815, 51, 18.355359285534405, 96, 'High Risk'),
(84321, 91, 15, '33:45.9', 36.625487649873534, 97.18120232908844, 121, 72, 27, 'Female', 64.17875589793545, 1.5258241518917932, 0.11390141193794778, 49, 27.566544118068467, 88.33333333333333, 'High Risk'),
(84322, 84, 14, '32:45.9', 36.75883295676375, 95.09652688552872, 124, 85, 53, 'Female', 72.38639624379486, 1.6026894076476719, 0.098065698, 39, 28.18111826728231, 98, 'Low Risk'),
(84323, 61, 15, '31:45.9', 36.405043237718495, 97.73530906342225, 116, 89, 44, 'Male', 56.73769975310691, 1.9057126265454205, 0.10382959989129736, 27, 15.62272909005728, 98, 'High Risk'),
(84324, 77, 14, '30:45.9', 37.41512368679991, 98.08358147138055, 119, 80, 85, 'Female', 84.53321214103894, 1.5568270595607017, 0.084438456, 39, 34.8776029, 93, 'High Risk'),
(84325, 68, 16, '29:45.9', 36.53874144291951, 99.07216790957048, 137, 80, 85, 'Female', 58.55335033299467, 1.728856918830154, 0.10675091469012069, 57, 19.58996432790629, 99, 'Low Risk'),
(84326, 89, 15, '28:45.9', 36.554026183401184, 98.84089733053942, 110, 71, 89, 'Male', 90.67796399449584, 1.565238266001835, 0.091565053, 39, 37.01185455269911, 84, 'High Risk'),
(84327, 63, 13, '27:45.9', 36.800661091836524, 95.04655473112503, 131, 86, 22, 'Female', 86.12223868119014, 1.5810939136440845, 0.1261169867095071, 45, 34.45085278028091, 101, 'High Risk'),
(84328, 68, 12, '26:45.9', 36.95762195823328, 98.29451751026055, 137, 72, 52, 'Male', 58.75674888534503, 1.9554321708586269, 0.11832759377074926, 65, 15.366403948028188, 93.66666666666666, 'High Risk'),
(84329, 84, 15, '25:45.9', 36.63515278879013, 95.44937027677555, 125, 84, 47, 'Male', 89.72342224, 1.5650586095505312, 0.10902055101770794, 41, 36.63064940885524, 97.66666666666667, 'High Risk'),
(84330, 92, 19, '24:45.9', 36.43000142875855, 95.18496064974528, 126, 73, 74, 'Male', 57.572323138330766, 1.9981125825441133, 0.089275087, 53, 14.420285039779309, 90.66666666666666, 'High Risk'),
(84331, 85, 13, '23:45.9', 36.891780524892226, 99.86572015989938, 130, 80, 69, 'Male', 88.42002180731303, 1.6304969061529175, 0.081722024, 50, 33.25911275952514, 96.66666666666666, 'High Risk'),
(84332, 87, 19, '22:45.9', 36.709097824070284, 95.10653753, 114, 78, 28, 'Male', 80.0217048, 1.8413738774003954, 0.12235316413462687, 36, 23.600643457983907, 90, 'Low Risk'),
(84333, 95, 14, '21:45.9', 36.15156115505525, 99.95649241836072, 128, 84, 73, 'Male', 68.46063543, 1.7341231758618747, 0.13836828684917157, 44, 22.765701697849956, 98.66666666666667, 'High Risk'),
(84334, 66, 17, '20:45.9', 36.078653807285704, 95.18957257553463, 135, 86, 51, 'Male', 51.485094745073326, 1.523726160722705, 0.13458655990381657, 49, 22.17520627390358, 102.33333333333333, 'Low Risk'),
(84335, 65, 18, '19:45.9', 36.93245992121035, 98.17190539324595, 120, 80, 61, 'Male', 51.39519394504832, 1.552862418431706, 0.14713203721679885, 40, 21.31358720432944, 93.33333333333333, 'Low Risk'),
(84336, 78, 15, '18:45.9', 37.241636219476504, 96.48875354, 110, 87, 49, 'Female', 91.36411916845638, 1.9364697841991774, 0.089034725, 23, 24.36431590680031, 94.66666666666667, 'Low Risk'),
(84337, 90, 17, '17:45.9', 37.28997796573767, 95.44923032515277, 127, 77, 56, 'Male', 79.76108095110946, 1.708935294421875, 0.11891481985281983, 50, 27.31113773401053, 93.66666666666666, 'Low Risk'),
(84338, 69, 13, '16:45.9', 37.498840131646794, 96.63261247537308, 131, 70, 49, 'Male', 82.03459463466532, 1.9737464067802377, 0.059122251515220464, 61, 21.057864734063504, 90.33333333333333, 'Low Risk'),
(84339, 79, 15, '15:45.9', 36.66409127625496, 96.25889654433014, 119, 75, 36, 'Female', 70.76303310365977, 1.7575996139667953, 0.11464082978001393, 44, 22.906911749294174, 89.66666666666667, 'Low Risk'),
(84340, 90, 16, '14:45.9', 37.077485040450235, 99.36089785199705, 136, 80, 81, 'Female', 83.21304964375216, 1.6385647300079182, 0.085432241, 56, 30.99304406026944, 98.66666666666666, 'High Risk'),
(84341, 84, 18, '13:45.9', 37.33695113579169, 99.39239563664479, 121, 78, 53, 'Male', 80.34354554907515, 1.7555612272162555, 0.14964124862931344, 43, 26.068679458812376, 92.33333333333333, 'Low Risk'),
(84342, 66, 19, '12:45.9', 36.480737955877174, 96.12687911444641, 110, 89, 24, 'Female', 87.31923258551721, 1.778552927043845, 0.10825431001004697, 21, 27.60427357582974, 96, 'Low Risk'),
(84343, 99, 19, '11:45.9', 37.08288471, 98.41066160410345, 113, 76, 84, 'Female', 51.808290838165334, 1.6138472435053948, 0.091080944, 37, 19.891815184199167, 88.33333333333333, 'High Risk'),
(84344, 82, 14, '10:45.9', 36.394782083116844, 95.50844145265961, 117, 89, 68, 'Male', 60.30848408918263, 1.7741732265491674, 0.064226492, 28, 19.15959699624717, 98.33333333333333, 'Low Risk'),
(84345, 80, 17, '09:45.9', 36.96021545, 96.81482228, 128, 74, 29, 'Female', 73.74026998974414, 1.933018782885424, 0.11267694027872245, 54, 19.734792996310325, 92, 'Low Risk'),
(84346, 88, 15, '08:45.9', 36.78943133204718, 96.59280534622873, 120, 89, 89, 'Female', 96.94832176, 1.9064869683978949, 0.13839009511049388, 31, 26.67304597197112, 99.33333333333333, 'Low Risk'),
(84347, 70, 17, '07:45.9', 37.391378070884855, 95.93042727946967, 129, 76, 35, 'Female', 88.73335350791555, 1.950526386614812, 0.14954146113352723, 53, 23.322936806493743, 93.66666666666666, 'Low Risk'),
(84348, 87, 13, '06:45.9', 37.06896626025238, 95.31899843827955, 126, 77, 33, 'Male', 74.97197258751777, 1.9021434159067039, 0.083327677, 49, 20.721081602660398, 93.33333333333333, 'Low Risk'),
(84349, 67, 12, '05:45.9', 36.96161113422869, 95.11770816851909, 132, 89, 86, 'Female', 75.36827642, 1.8127793682642692, 0.081960761, 43, 22.93499681546474, 103.33333333333333, 'Low Risk'),
(84350, 78, 14, '04:45.9', 36.64905968931386, 97.40847151, 110, 82, 74, 'Female', 65.95635365447966, 1.5379921013137545, 0.11424674946868707, 28, 27.883573283511968, 91.33333333333333, 'Low Risk'),
(84351, 87, 13, '03:45.9', 36.55161457319014, 98.48905806656587, 122, 82, 55, 'Male', 82.47575356674469, 1.8647682449104224, 0.10500125055086634, 40, 23.717917950572044, 95.33333333333333, 'Low Risk'),
(84352, 74, 17, '02:45.9', 36.78370872, 95.49895776673903, 127, 83, 38, 'Male', 55.66724259069274, 1.5864880036231646, 0.0586217, 44, 22.116995246969736, 97.66666666666667, 'Low Risk'),
(84353, 74, 14, '01:45.9', 36.63258619114538, 96.78004721734118, 135, 83, 80, 'Male', 71.68357095517965, 1.6898027320174813, 0.062605306, 52, 25.104271085455725, 100.33333333333333, 'Low Risk'),
(84354, 76, 13, '00:45.9', 37.33602098306331, 98.38434831003902, 131, 78, 49, 'Male', 67.44487657180326, 1.7324174310897695, 0.1101402642028198, 53, 22.472111165076274, 95.66666666666666, 'Low Risk'),
(84355, 78, 17, '59:45.9', 36.33206426653861, 98.70901567716949, 130, 88, 47, 'Female', 89.56940625874817, 1.6469433381258844, 0.12079302855267426, 42, 33.02192447, 102, 'High Risk'),
(84356, 86, 16, '58:45.9', 36.53234895378694, 99.11308560357452, 110, 74, 37, 'Male', 51.46525878788349, 1.7289620225917774, 0.079909239, 36, 17.21643602486993, 86, 'High Risk'),
(84357, 68, 17, '57:45.9', 36.44145390634128, 95.12505072484089, 110, 71, 43, 'Female', 88.04892213114306, 1.836641853937988, 0.082887308, 39, 26.102078412144184, 84, 'Low Risk'),
(84358, 66, 15, '56:45.9', 36.634357275999406, 97.19466735115488, 120, 70, 83, 'Female', 83.03641819150432, 1.565243787824072, 0.050679445, 50, 33.89257999751401, 86.66666666666666, 'High Risk'),
(84359, 65, 14, '55:45.9', 37.31546601513911, 99.21945512574992, 121, 82, 30, 'Female', 56.12862544505658, 1.9243756132546987, 0.1084624749273436, 39, 15.15670219336765, 95, 'High Risk'),
(84360, 75, 16, '54:45.9', 36.855790311328036, 95.16445120063241, 113, 79, 85, 'Female', 96.44589684410907, 1.8339355009083056, 0.064517568, 34, 28.67580647494093, 90.33333333333333, 'Low Risk'),
(84361, 76, 18, '53:45.9', 36.76199511011914, 99.86159831517354, 126, 89, 71, 'Female', 72.99507530221757, 1.9154980592867714, 0.065638123, 37, 19.894367137975543, 101.33333333333333, 'Low Risk'),
(84362, 68, 18, '52:45.9', 37.22970816, 95.27794048749757, 137, 74, 78, 'Male', 96.52251061057102, 1.7504612056486266, 0.058106405, 63, 31.50094839389601, 95, 'High Risk'),
(84363, 62, 13, '51:45.9', 36.98590062259031, 96.51663048481386, 118, 85, 64, 'Male', 90.33845137957071, 1.8428162404840414, 0.10581027763642681, 33, 26.601650267249525, 96, 'Low Risk'),
(84364, 93, 16, '50:45.9', 36.81079674100616, 97.61777918516295, 132, 75, 37, 'Male', 82.55216784491611, 1.651023463514999, 0.078201941, 57, 30.284610461958717, 94, 'High Risk'),
(84365, 97, 12, '49:45.9', 36.90356724039352, 99.28794106148223, 138, 72, 53, 'Male', 96.77152760742678, 1.9287903852050994, 0.089775994, 66, 26.01222679166142, 94, 'High Risk'),
(84366, 90, 15, '48:45.9', 37.15525165255504, 98.19092950292197, 139, 89, 67, 'Female', 55.11112176944288, 1.9140103545782927, 0.06514999, 50, 15.043562170526048, 105.66666666666666, 'High Risk'),
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(84542, 78, 17, '52:45.9', 36.489657418098474, 98.48512969211912, 134, 80, 57, 'Female', 68.32059162121713, 1.5973254559802503, 0.054067137829959866, 54, 26.777177204845504, 98, 'Low Risk'),
(84543, 78, 12, '51:45.9', 36.424820684941274, 98.25113141644502, 114, 70, 78, 'Male', 56.10926646921897, 1.7332435547588456, 0.071301987, 44, 18.677356281525675, 84.66666666666667, 'Low Risk'),
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(84545, 71, 19, '49:45.9', 36.53208375179049, 97.10493467782871, 132, 82, 38, 'Male', 75.01842306133332, 1.8361934276234853, 0.089583351, 50, 22.250054219014885, 98.66666666666666, 'Low Risk'),
(84546, 97, 17, '48:45.9', 36.45148776927724, 99.40337991565345, 128, 77, 78, 'Female', 51.52109753259664, 1.6791936919928814, 0.066245712, 51, 18.27189192528803, 94, 'High Risk'),
(84547, 62, 12, '47:45.9', 37.10703377809948, 99.24965289090196, 127, 74, 63, 'Male', 70.46202958611306, 1.5924612358413852, 0.092625624, 53, 27.78544838769219, 91.66666666666666, 'Low Risk'),
(84548, 93, 19, '46:45.9', 36.41909874934792, 97.61956564655274, 127, 73, 81, 'Male', 50.04559855, 1.5554122310925915, 0.13267106465421635, 54, 20.685921314908153, 91, 'High Risk'),
(84549, 61, 12, '45:45.9', 37.41556063, 97.10933014652149, 124, 80, 67, 'Male', 61.11770953333915, 1.7681915447485008, 0.1320772635970951, 44, 19.548275502881932, 94.66666666666667, 'Low Risk'),
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(84551, 72, 19, '43:45.9', 37.400472028812885, 95.05270952482061, 131, 76, 20, 'Female', 84.53462315508222, 1.8238884110086842, 0.092426832, 55, 25.411955918013533, 94.33333333333333, 'Low Risk'),
(84552, 73, 12, '42:45.9', 37.27825671406627, 97.76115726062409, 117, 70, 31, 'Female', 78.32539279201741, 1.8267818184322977, 0.11684544099132847, 47, 23.470871754820525, 85.66666666666667, 'Low Risk'),
(84553, 90, 12, '41:45.9', 36.82157695415495, 99.57308821, 126, 73, 81, 'Female', 87.65916744085825, 1.9310516967966385, 0.057107461, 53, 23.507667560620916, 90.66666666666666, 'Low Risk'),
(84554, 70, 15, '40:45.9', 36.45014380045192, 98.07125503735496, 119, 89, 45, 'Female', 83.03839734, 1.8738344094735824, 0.055518298, 30, 23.64920463496997, 99, 'Low Risk'),
(84555, 77, 19, '39:45.9', 36.53841519473054, 98.22822606154286, 112, 74, 76, 'Male', 91.00953856920316, 1.5853091630810565, 0.1307831398724994, 38, 36.212538733271124, 86.66666666666667, 'High Risk'),
(84556, 95, 14, '38:45.9', 37.08518033976364, 97.55377115021705, 128, 78, 44, 'Female', 68.81465486947744, 1.512247687, 0.090666483, 50, 30.090893122616382, 94.66666666666666, 'High Risk'),
(84557, 73, 15, '37:45.9', 36.25429509117407, 96.65592006699323, 134, 88, 58, 'Female', 88.69613635, 1.8470456676305085, 0.053020451, 46, 25.998568462323544, 103.33333333333333, 'Low Risk'),
(84558, 97, 13, '36:45.9', 37.31763492394062, 95.64034615965181, 110, 88, 21, 'Male', 61.37971706294358, 1.6030113875052656, 0.099834269, 22, 23.886453154953916, 95.33333333333333, 'High Risk'),
(84559, 60, 14, '35:45.9', 36.94642573459849, 98.08035237421993, 115, 73, 34, 'Male', 73.17213729085425, 1.5401997493074229, 0.076040822, 42, 30.845487880087322, 87, 'High Risk'),
(84560, 63, 18, '34:45.9', 37.14696722189898, 99.16884882145995, 139, 85, 84, 'Female', 98.66004689, 1.8108595695265224, 0.081469277, 54, 30.086507197956976, 103, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(84563, 84, 19, '31:45.9', 36.85546377228215, 96.80835048, 110, 74, 58, 'Female', 86.48961087064414, 1.5277029721842745, 0.1396722717637321, 36, 37.058351477892664, 86, 'High Risk'),
(84564, 61, 14, '30:45.9', 37.01986986, 95.25747495352931, 113, 76, 37, 'Female', 84.32013874218183, 1.5325837234962711, 0.095205516, 37, 35.899044932944754, 88.33333333333333, 'High Risk'),
(84565, 89, 15, '29:45.9', 36.372058118272435, 98.29745775806214, 136, 89, 51, 'Female', 52.686098452890754, 1.588325959651971, 0.052072387887503985, 47, 20.88414841637847, 104.66666666666667, 'Low Risk'),
(84566, 95, 16, '28:45.9', 37.088169962267024, 95.63814104640038, 121, 73, 76, 'Female', 65.56631718481553, 1.5466423821828195, 0.093249327, 48, 27.409491375948488, 89, 'High Risk'),
(84567, 64, 13, '27:45.9', 36.31020896629053, 98.70699585899479, 117, 77, 23, 'Male', 76.16481519870636, 1.5197071335511634, 0.14129701520138999, 40, 32.978780228522766, 90.33333333333333, 'High Risk'),
(84568, 87, 14, '26:45.9', 36.19557556132676, 99.07615765334488, 133, 82, 74, 'Male', 65.26712017, 1.5654857990432147, 0.062658033, 51, 26.63153417065364, 99, 'Low Risk'),
(84569, 85, 13, '25:45.9', 37.47889307237512, 96.02350353620278, 135, 80, 69, 'Female', 74.26520776688969, 1.5260678591644123, 0.13550334420900423, 55, 31.888765659083237, 98.33333333333333, 'High Risk'),
(84570, 94, 14, '24:45.9', 36.958944589140415, 99.57046479, 121, 70, 45, 'Male', 58.65555002097576, 1.8169244433558365, 0.076248947, 51, 17.767870344032776, 87, 'High Risk'),
(84571, 86, 16, '23:45.9', 36.172009559283616, 97.58911844496401, 134, 71, 49, 'Male', 71.42925187554394, 1.8438029101518534, 0.13504096607908395, 63, 21.0110187, 92, 'Low Risk'),
(84572, 95, 17, '22:45.9', 37.047019675575946, 95.72543737301277, 134, 72, 56, 'Male', 96.1097768, 1.924054161911898, 0.11316637156925127, 62, 25.961691337410397, 92.66666666666666, 'High Risk'),
(84573, 86, 16, '21:45.9', 36.903683826478904, 96.69354319567574, 128, 73, 47, 'Male', 90.48156667531543, 1.9060341950917934, 0.10793920057890488, 55, 24.905699058870873, 91.33333333333333, 'Low Risk'),
(84574, 81, 13, '20:45.9', 36.97694675702726, 95.73494072407802, 117, 73, 76, 'Male', 81.56568736425237, 1.7185655171238072, 0.10242106296811834, 44, 27.616924551858745, 87.66666666666667, 'Low Risk'),
(84575, 90, 19, '19:45.9', 37.41841214373019, 98.65145145119297, 110, 77, 75, 'Male', 65.15651158588156, 1.8988252110503672, 0.076810571, 33, 18.071235517688386, 88, 'High Risk'),
(84576, 71, 13, '18:45.9', 37.44624703, 97.15883878043643, 125, 86, 54, 'Male', 81.49230984646428, 1.5591669207407641, 0.11292598892595354, 39, 33.52211435954597, 99, 'High Risk'),
(84577, 99, 16, '17:45.9', 36.65940376072881, 98.04275075688746, 133, 71, 58, 'Female', 96.92940099212491, 1.9898707317932014, 0.14687032723334703, 62, 24.479683612378732, 91.66666666666666, 'High Risk'),
(84578, 76, 14, '16:45.9', 36.84600300299301, 95.95867117611446, 115, 74, 89, 'Female', 94.20204768244977, 1.8919422164088848, 0.082006849, 41, 26.317498513112497, 87.66666666666667, 'Low Risk'),
(84579, 91, 18, '15:45.9', 37.48838791667794, 95.83284057066189, 136, 86, 61, 'Female', 59.36838806477243, 1.9950905898033242, 0.060119262156092014, 50, 14.915232136046104, 102.66666666666666, 'High Risk'),
(84580, 87, 15, '14:45.9', 36.391826737715384, 98.06564470074645, 128, 88, 29, 'Female', 82.54647467143182, 1.642561768163703, 0.13455666057253907, 40, 30.59532777980276, 101.33333333333333, 'High Risk'),
(84581, 82, 18, '13:45.9', 36.005547236764386, 97.92193712251459, 124, 86, 42, 'Female', 51.29867918254608, 1.9572640099790044, 0.14529236229050843, 38, 13.390825862683204, 98.66666666666667, 'High Risk'),
(84582, 78, 18, '12:45.9', 36.14579441932114, 95.3683074, 138, 75, 63, 'Female', 92.86538757305645, 1.930139710684489, 0.1316073081905622, 63, 24.927365614097358, 96, 'Low Risk'),
(84583, 91, 18, '11:45.9', 36.47545903, 97.76557509783426, 125, 73, 48, 'Female', 51.47943348682898, 1.8605903269709043, 0.13867339341952903, 52, 14.870728391194659, 90.33333333333333, 'High Risk'),
(84584, 72, 15, '10:45.9', 36.97826911523848, 97.72296152250824, 132, 82, 53, 'Male', 74.07780552, 1.6355989197488578, 0.13942338823045333, 50, 27.690734668746778, 98.66666666666666, 'Low Risk'),
(84585, 92, 14, '09:45.9', 36.15585116519161, 96.88845479321257, 135, 86, 73, 'Female', 92.26262068765959, 1.932227341712154, 0.06070418, 49, 24.71208220328671, 102.33333333333333, 'High Risk'),
(84586, 78, 13, '08:45.9', 37.14810068805931, 96.96294256681155, 114, 77, 40, 'Female', 91.17564831774301, 1.64111622, 0.084011325, 37, 33.853235674181896, 89.33333333333333, 'High Risk'),
(84587, 65, 19, '07:45.9', 36.21192299939977, 95.13388722896384, 112, 83, 63, 'Male', 62.42403794034831, 1.8010589434900484, 0.054797724, 29, 19.244029117023988, 92.66666666666667, 'Low Risk'),
(84588, 90, 16, '06:45.9', 36.24190134749452, 97.68507185189397, 138, 71, 52, 'Male', 72.77381551632244, 1.5917147392675641, 0.10157979678483012, 67, 28.723983578560848, 93.33333333333333, 'Low Risk'),
(84589, 73, 14, '05:45.9', 36.514855985286815, 99.2424859, 115, 77, 37, 'Male', 50.16503468214083, 1.9224747794905488, 0.10724923436836713, 38, 13.573123935636945, 89.66666666666667, 'High Risk'),
(84590, 72, 12, '04:45.9', 36.24064572246474, 97.61971641697109, 135, 87, 22, 'Male', 62.47639303790523, 1.903983747450195, 0.084313792, 48, 17.23413436576607, 103, 'High Risk'),
(84591, 94, 12, '03:45.9', 36.506462341163314, 97.13231162849533, 110, 89, 60, 'Male', 96.65976873066018, 1.5220050042306497, 0.10414333502743392, 21, 41.72665691303591, 96, 'High Risk'),
(84592, 60, 18, '02:45.9', 37.03845788512446, 95.95814845121109, 110, 86, 31, 'Female', 57.84025704756366, 1.7327651725673316, 0.14643880825108158, 24, 19.264191804338534, 94, 'Low Risk'),
(84593, 85, 16, '01:45.9', 36.69641224246377, 99.32259271518853, 110, 86, 22, 'Male', 83.32458112187817, 1.594569260708171, 0.061153021, 24, 32.77074870030908, 94, 'High Risk'),
(84594, 95, 15, '00:45.9', 36.50721433079952, 98.17491109086797, 124, 70, 31, 'Female', 95.07369161860998, 1.8997521260329842, 0.1459395439477803, 54, 26.343075650464918, 88, 'High Risk'),
(84595, 92, 17, '59:45.9', 36.096859193025935, 99.44089817830532, 134, 83, 26, 'Female', 50.437876228260784, 1.9430978004080586, 0.1265495783653094, 51, 13.35880071921118, 100, 'High Risk'),
(84596, 98, 14, '58:45.9', 36.03962028479432, 95.41985020804181, 139, 84, 41, 'Male', 57.71236126, 1.878560703564155, 0.073285234, 55, 16.3537885, 102.33333333333333, 'High Risk'),
(84597, 93, 15, '57:45.9', 36.32997022793422, 96.24766432065056, 122, 80, 22, 'Male', 94.94703152196175, 1.8428600548699228, 0.12732042613962735, 42, 27.95739343492267, 94, 'High Risk'),
(84598, 81, 14, '56:45.9', 36.38458222416287, 99.89808388055548, 116, 88, 51, 'Male', 50.97738405817018, 1.5055486443826973, 0.146903524, 28, 22.489922623204187, 97.33333333333333, 'Low Risk'),
(84599, 72, 13, '55:45.9', 36.17730501585778, 97.28300648127559, 123, 83, 63, 'Female', 58.60851687143825, 1.8982369160078538, 0.063205881, 40, 16.26521847856533, 96.33333333333333, 'High Risk'),
(84600, 79, 14, '54:45.9', 36.48718514148098, 98.19511740618523, 113, 83, 65, 'Male', 77.99485234791366, 1.989008427614906, 0.085746836, 30, 19.71481443725618, 93, 'Low Risk'),
(84601, 68, 14, '53:45.9', 36.314578797315626, 98.64262119768675, 133, 71, 72, 'Female', 63.399758290434484, 1.8317035267117974, 0.125544341, 62, 18.896320176729247, 91.66666666666666, 'Low Risk'),
(84602, 96, 12, '52:45.9', 36.55562513812999, 97.11393439, 116, 87, 78, 'Female', 70.44795038499379, 1.9281477933457607, 0.058575998999118785, 29, 18.949062265513803, 96.66666666666667, 'High Risk'),
(84603, 67, 19, '51:45.9', 36.07376241266112, 98.21302095260101, 131, 81, 52, 'Male', 84.22295693246906, 1.7645563014987111, 0.1081183072246106, 50, 27.049512655077052, 97.66666666666666, 'Low Risk'),
(84604, 63, 16, '50:45.9', 36.30113567571577, 97.81720033497817, 119, 80, 48, 'Female', 74.79913873709239, 1.5552897992261916, 0.082160723, 39, 30.92245385683057, 93, 'High Risk'),
(84605, 80, 15, '49:45.9', 36.736591625068904, 95.54545998412844, 111, 89, 85, 'Female', 73.24762788002786, 1.779411339441975, 0.083798703, 22, 23.133474025584697, 96.33333333333333, 'Low Risk'),
(84606, 63, 16, '48:45.9', 36.212208168006434, 99.19863975, 118, 80, 73, 'Female', 80.18733341079488, 1.9744086377216066, 0.14117908031108536, 38, 20.56987662266558, 92.66666666666667, 'Low Risk'),
(84607, 78, 18, '47:45.9', 36.23993620347747, 99.84756727367522, 118, 87, 59, 'Female', 67.64208070104698, 1.718835601613317, 0.067005304, 31, 22.89540220714925, 97.33333333333333, 'Low Risk'),
(84608, 67, 19, '46:45.9', 37.045921880972884, 98.92705466129613, 129, 75, 30, 'Female', 55.493678757206894, 1.6296486295532209, 0.13158902178777998, 54, 20.89563455566733, 93, 'Low Risk'),
(84609, 80, 14, '45:45.9', 37.40125274457946, 98.78768716282757, 114, 87, 18, 'Male', 61.878417318334456, 1.9267772627716795, 0.057717809042206025, 27, 16.66771906002819, 96, 'High Risk'),
(84610, 95, 16, '44:45.9', 37.07567199338017, 96.99261834296976, 114, 70, 33, 'Female', 67.29232712777639, 1.8664703477990856, 0.082161033, 44, 19.31627403244994, 84.66666666666667, 'High Risk'),
(84611, 98, 19, '43:45.9', 36.710035804390586, 97.94992337024107, 118, 72, 56, 'Female', 73.53375818348476, 1.7291624353668091, 0.10954588782557677, 46, 24.59320772443977, 87.33333333333333, 'High Risk'),
(84612, 88, 12, '42:45.9', 36.59551453601469, 95.16816393154032, 129, 77, 49, 'Male', 70.64023255, 1.8092773988864028, 0.069775221, 52, 21.57952118041412, 94.33333333333333, 'Low Risk'),
(84613, 62, 19, '41:45.9', 36.30408229893226, 99.96302077224662, 137, 86, 89, 'Male', 81.54455837025341, 1.9612281667170346, 0.11029637783438148, 51, 21.20014060503858, 103, 'Low Risk'),
(84614, 66, 19, '40:45.9', 37.117541967835855, 99.68839652417232, 113, 73, 21, 'Male', 80.45343415473279, 1.9166116274960872, 0.14214794658921764, 40, 21.90162554941344, 86.33333333333333, 'Low Risk'),
(84615, 85, 19, '39:45.9', 37.478121353144694, 95.16280731999812, 112, 80, 69, 'Male', 79.99212776275465, 1.6423310212028812, 0.10969557210805714, 32, 29.65690709891372, 90.66666666666667, 'Low Risk'),
(84616, 91, 18, '38:45.9', 36.37494348, 95.47098851322419, 112, 83, 18, 'Female', 90.34694800430033, 1.9221545161977778, 0.13804240428876782, 29, 24.453267210874955, 92.66666666666667, 'High Risk'),
(84617, 61, 19, '37:45.9', 37.32624030412666, 95.86422044546507, 121, 84, 43, 'Female', 66.6795347, 1.9354672762039329, 0.12028474892787094, 37, 17.80003657755793, 96.33333333333333, 'High Risk'),
(84618, 70, 12, '36:45.9', 36.80601166518957, 96.31661611844868, 112, 70, 33, 'Female', 63.95580562422757, 1.897299994710045, 0.10417979473481041, 42, 17.766748837767494, 84, 'High Risk'),
(84619, 90, 13, '35:45.9', 36.13205725458576, 95.85910267973784, 124, 82, 52, 'Female', 80.71411723808131, 1.6052780100277562, 0.063743795, 42, 31.32196415586838, 96, 'High Risk'),
(84620, 85, 18, '34:45.9', 36.18854162047897, 95.83886176341667, 123, 81, 50, 'Female', 62.58731543011636, 1.6043208524703396, 0.055813098, 42, 24.316656892735683, 95, 'Low Risk'),
(84621, 93, 17, '33:45.9', 36.50186168077581, 99.01689926435212, 131, 85, 50, 'Female', 99.33139291524877, 1.9816536505965199, 0.12755231521811455, 46, 25.294786740630197, 100.33333333333333, 'High Risk'),
(84622, 84, 13, '32:45.9', 37.49306586313789, 98.8389094, 130, 70, 18, 'Female', 59.33659876, 1.9641846396047684, 0.091785278, 60, 15.380059923346339, 90, 'High Risk'),
(84623, 69, 17, '31:45.9', 37.330224945278594, 96.25432166644681, 129, 82, 72, 'Male', 94.60921961729244, 1.9095643069646895, 0.063947352, 47, 25.945669608752187, 97.66666666666667, 'Low Risk'),
(84624, 75, 16, '30:45.9', 36.784319529300475, 96.01426720842332, 133, 71, 45, 'Male', 86.36692859923276, 1.9891787763334605, 0.13859668406820053, 62, 21.82729116165709, 91.66666666666666, 'Low Risk'),
(84625, 95, 13, '29:45.9', 37.32674562, 95.52368524, 135, 89, 56, 'Male', 73.39811172956738, 1.579953141552002, 0.11176314669532421, 46, 29.403326988821938, 104.33333333333333, 'High Risk'),
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(84804, 91, 19, '30:45.9', 37.347880237489946, 98.14871092110998, 121, 76, 46, 'Male', 59.61923711, 1.634816611382639, 0.12044043151367197, 45, 22.307367938823216, 91, 'High Risk'),
(84805, 68, 19, '29:45.9', 36.51030303339126, 98.44404299348187, 139, 70, 83, 'Female', 89.24430635321548, 1.840465535370298, 0.11715846641494611, 69, 26.346634090228694, 93, 'Low Risk'),
(84806, 64, 14, '28:45.9', 36.87500982099357, 97.84304415, 116, 74, 81, 'Female', 55.04722598749592, 1.9185364750316451, 0.086951414, 42, 14.955306482780351, 88, 'High Risk'),
(84807, 78, 16, '27:45.9', 36.805380392798796, 98.08614515692568, 122, 70, 46, 'Male', 57.95264312598785, 1.9779686852317946, 0.11274881785167758, 52, 14.812706742747018, 87.33333333333333, 'High Risk'),
(84808, 67, 12, '26:45.9', 36.11076872679906, 96.81548424439114, 128, 75, 88, 'Female', 83.01880191467056, 1.9315250452223853, 0.087658705, 53, 22.252344452479097, 92.66666666666666, 'Low Risk'),
(84809, 98, 16, '25:45.9', 37.04589554566095, 95.10335843670069, 130, 80, 58, 'Male', 98.29895597, 1.9221562654385205, 0.13772236494081275, 50, 26.605505942328865, 96.66666666666666, 'High Risk'),
(84810, 73, 12, '24:45.9', 36.774125165522136, 99.72516117890046, 135, 80, 48, 'Male', 65.73407774489763, 1.9034943711773655, 0.12655285384809284, 55, 18.142092641868125, 98.33333333333333, 'High Risk'),
(84811, 96, 19, '23:45.9', 36.71278273559305, 98.22248168879057, 123, 83, 47, 'Female', 67.49833430884115, 1.9700849576390582, 0.14475418401925397, 40, 17.390943559201215, 96.33333333333333, 'High Risk'),
(84812, 88, 18, '22:45.9', 36.81544976466066, 99.14177426579901, 133, 88, 84, 'Female', 85.73142691840329, 1.8449633377349772, 0.10956634642401927, 45, 25.186311552772136, 103, 'Low Risk'),
(84813, 84, 12, '21:45.9', 36.660111840981294, 96.98756594973702, 121, 70, 53, 'Male', 50.96635749921524, 1.7983348250043598, 0.1032439548697616, 51, 15.759501908587929, 87, 'High Risk'),
(84814, 78, 14, '20:45.9', 37.11768235699499, 96.18792536351289, 128, 86, 24, 'Female', 80.66938313257587, 1.6131598797743316, 0.085997892, 42, 30.99944448949438, 100, 'High Risk'),
(84815, 70, 14, '19:45.9', 36.61058580397993, 99.84092682972769, 128, 83, 60, 'Female', 88.41534767987207, 1.6757485226120392, 0.12246516167494112, 45, 31.485454636172687, 98, 'High Risk'),
(84816, 98, 18, '18:45.9', 36.70740773662657, 95.18136779922011, 119, 81, 22, 'Male', 71.13276429664603, 1.6247204064371155, 0.12267771307411311, 38, 26.947123683848034, 93.66666666666667, 'High Risk'),
(84817, 76, 15, '17:45.9', 36.32686041695287, 95.85979005570482, 115, 74, 49, 'Female', 54.95561453646611, 1.9313961340417876, 0.11505005704166604, 41, 14.732259264682652, 87.66666666666667, 'High Risk'),
(84818, 88, 17, '16:45.9', 36.03119928837669, 97.01962380830274, 138, 73, 56, 'Female', 93.47449234118446, 1.6343879129626375, 0.086496418, 65, 34.99313333094189, 94.66666666666666, 'High Risk'),
(84819, 63, 17, '15:45.9', 37.167628704442826, 95.46741611286097, 115, 72, 37, 'Female', 75.72898047579714, 1.7602747331588489, 0.1481382679222537, 43, 24.439999892573347, 86.33333333333333, 'Low Risk'),
(84820, 63, 14, '14:45.9', 36.353656129258404, 96.95473136410025, 116, 86, 82, 'Female', 54.737773592598735, 1.760317433, 0.1329847368679654, 30, 17.664654555563487, 96, 'High Risk'),
(84821, 98, 19, '13:45.9', 36.90974125017113, 97.04468483915335, 136, 82, 20, 'Male', 79.28621022799757, 1.9779050671908955, 0.13942135042730336, 54, 20.266874281136804, 100, 'High Risk'),
(84822, 70, 14, '12:45.9', 36.39963962672464, 99.11937525, 138, 85, 29, 'Female', 70.82730039693894, 1.645424027286863, 0.089888497, 53, 26.160438495398093, 102.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(84824, 67, 16, '10:45.9', 37.236774656713635, 97.16950313349832, 113, 70, 29, 'Female', 98.66531650812009, 1.849276670620891, 0.13777380649522616, 43, 28.85099075508416, 84.33333333333333, 'Low Risk'),
(84825, 76, 16, '09:45.9', 36.37120238022963, 98.94339814348102, 110, 82, 70, 'Female', 71.70893316041133, 1.5930530341913285, 0.096833728, 28, 28.256137364959553, 91.33333333333333, 'Low Risk'),
(84826, 89, 16, '08:45.9', 36.80569533302993, 99.73861560907343, 138, 81, 20, 'Female', 68.84357770783801, 1.7743914559508331, 0.076758251, 57, 21.865758982913224, 100, 'Low Risk'),
(84827, 92, 12, '07:45.9', 36.60048188968178, 99.96688726760546, 120, 81, 22, 'Male', 88.89526295776056, 1.9627714240465082, 0.083220926, 39, 23.074864848532105, 94, 'High Risk'),
(84828, 68, 19, '06:45.9', 36.19338142937783, 97.98033004, 127, 80, 80, 'Male', 91.88055955381124, 1.5493749758912245, 0.072710927, 47, 38.27459083534865, 95.66666666666667, 'High Risk'),
(84829, 67, 19, '05:45.9', 36.40108653339587, 96.87368382164607, 119, 72, 51, 'Female', 73.35221169453821, 1.6908895581244612, 0.14260531980422209, 47, 25.65563265866675, 87.66666666666667, 'Low Risk'),
(84830, 74, 17, '04:45.9', 37.24608979727325, 98.07480726740788, 116, 88, 75, 'Male', 71.08749366954746, 1.6202881656651735, 0.051142215, 28, 27.077507362972003, 97.33333333333333, 'Low Risk'),
(84831, 96, 15, '03:45.9', 36.73814638471028, 96.68074475714768, 136, 82, 34, 'Male', 85.02512626806666, 1.8430669552155508, 0.055312588, 54, 25.03024268004808, 100, 'High Risk'),
(84832, 72, 16, '02:45.9', 36.68204148716443, 95.27282709229404, 117, 73, 29, 'Female', 66.61361134957929, 1.6825217646676567, 0.063780697, 44, 23.531065740627767, 87.66666666666667, 'Low Risk'),
(84833, 99, 17, '01:45.9', 36.87794704355808, 97.59642256885729, 127, 74, 29, 'Female', 98.56907736, 1.5957414815194526, 0.10823936409394908, 53, 38.709327107501046, 91.66666666666666, 'High Risk'),
(84834, 97, 18, '00:45.9', 36.08189025369431, 95.77684531667629, 136, 77, 36, 'Female', 83.44392909580961, 1.9750843937053157, 0.079625391, 59, 21.390622853893596, 96.66666666666666, 'High Risk'),
(84835, 87, 17, '59:45.9', 37.46489603892433, 98.45841873943164, 132, 79, 74, 'Female', 77.97958611, 1.9841042041787282, 0.059153033733737904, 53, 19.808517389131353, 96.66666666666666, 'Low Risk'),
(84836, 93, 16, '58:45.9', 37.40485436005021, 96.48117571181011, 129, 88, 84, 'Male', 73.17131112707979, 1.5546263733067893, 0.10470662958795811, 41, 30.27532229399748, 101.66666666666667, 'High Risk'),
(84837, 82, 17, '57:45.9', 36.12824971419147, 96.60708512009616, 111, 78, 68, 'Male', 95.68391577, 1.834823804755793, 0.085878927, 33, 28.42171028253168, 89, 'Low Risk'),
(84838, 60, 14, '56:45.9', 37.316230610657705, 97.40424941513591, 111, 75, 70, 'Female', 72.71713434713882, 1.8197347560543105, 0.11141005145696037, 36, 21.959405368838976, 87, 'Low Risk'),
(84839, 63, 17, '55:45.9', 36.80706963797723, 95.46375098676975, 138, 74, 59, 'Female', 96.67603704930214, 1.6656982257051334, 0.13702922143234098, 64, 34.84385463250818, 95.33333333333333, 'High Risk'),
(84840, 63, 15, '54:45.9', 36.53648945648035, 95.3988503, 110, 84, 70, 'Male', 95.65345256012691, 1.6936874988037955, 0.071437564, 26, 33.34525832932294, 92.66666666666667, 'High Risk'),
(84841, 75, 14, '53:45.9', 37.22192302580519, 99.56571127152779, 137, 72, 51, 'Female', 62.52038119141292, 1.6656718329614273, 0.12449008113153533, 65, 22.53423057470725, 93.66666666666666, 'Low Risk'),
(84842, 76, 14, '52:45.9', 37.18075830941137, 97.38546824553923, 123, 70, 80, 'Female', 75.63429153766688, 1.9475943310895358, 0.080077218, 53, 19.93984323963152, 87.66666666666666, 'Low Risk'),
(84843, 89, 14, '51:45.9', 36.27740629722769, 99.84197826, 126, 78, 61, 'Male', 72.2749876, 1.9950917260556933, 0.067155725, 48, 18.157760804971915, 94, 'High Risk'),
(84844, 66, 16, '50:45.9', 36.52976283, 95.72751940103169, 134, 83, 30, 'Male', 51.667220086106816, 1.6795640760128125, 0.13038377234448384, 51, 18.315633360959445, 100, 'High Risk'),
(84845, 67, 16, '49:45.9', 36.079648976197056, 98.20613165851701, 138, 78, 55, 'Male', 63.560038412893434, 1.8293812821932378, 0.070543462, 60, 18.992218088488006, 98, 'Low Risk'),
(84846, 99, 12, '48:45.9', 36.374248633730915, 99.58280435191149, 124, 86, 76, 'Female', 73.92504442933165, 1.5671851923793143, 0.11373188317257882, 38, 30.09892294177437, 98.66666666666667, 'High Risk'),
(84847, 97, 19, '47:45.9', 37.357277734243404, 97.56357020336958, 121, 74, 40, 'Male', 79.53111120044306, 1.8099046115697306, 0.14199700194608672, 47, 24.278713887843637, 89.66666666666667, 'High Risk'),
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(84849, 94, 19, '45:45.9', 37.21277852110711, 95.43676043804507, 123, 72, 32, 'Male', 64.32746996642499, 1.5081851875733872, 0.081813421, 51, 28.280502927034593, 89, 'High Risk'),
(84850, 89, 18, '44:45.9', 36.28003900422001, 98.57320228, 117, 79, 57, 'Male', 57.41418959531438, 1.8329723156874458, 0.06241346, 38, 17.088637130508722, 91.66666666666667, 'High Risk'),
(84851, 86, 14, '43:45.9', 36.48480237251717, 99.71486777999074, 134, 83, 62, 'Female', 71.36261360814103, 1.6007761318814622, 0.090644329, 51, 27.84899627033298, 100, 'Low Risk'),
(84852, 85, 12, '42:45.9', 36.50779938575364, 95.34621907806405, 130, 83, 22, 'Female', 54.565354099184795, 1.7937545172320535, 0.14625444357771417, 47, 16.958637708675337, 98.66666666666667, 'High Risk'),
(84853, 87, 17, '41:45.9', 36.786767702785525, 97.28288009238238, 119, 82, 35, 'Female', 74.90072698737725, 1.6293830015214046, 0.13966303989295015, 37, 28.212376470940892, 94.33333333333333, 'Low Risk'),
(84854, 63, 15, '40:45.9', 36.03448819704969, 99.73088083340767, 115, 70, 80, 'Male', 59.465627451244636, 1.9852560255917397, 0.070138806, 45, 15.088044628869229, 85, 'High Risk'),
(84855, 85, 14, '39:45.9', 36.375330560523686, 96.22511727046069, 116, 75, 56, 'Female', 94.00354855973872, 1.801718816221087, 0.10630698239141483, 41, 28.95811043091388, 88.66666666666667, 'Low Risk'),
(84856, 99, 16, '38:45.9', 37.34017052888507, 95.05757247132478, 136, 83, 55, 'Male', 63.282810982386756, 1.9805308733846827, 0.11495053769180351, 53, 16.13327469647761, 100.66666666666666, 'High Risk'),
(84857, 77, 17, '37:45.9', 36.341172219848104, 99.63897863788193, 117, 75, 45, 'Female', 81.83921801063562, 1.686115762383299, 0.13630392509444536, 42, 28.786356150846547, 89, 'Low Risk'),
(84858, 64, 14, '36:45.9', 37.01693066215654, 98.14975898018254, 137, 72, 26, 'Female', 83.57008675371539, 1.9186090748013673, 0.090523775, 65, 22.702718511034632, 93.66666666666666, 'Low Risk'),
(84859, 64, 18, '35:45.9', 36.180512594793285, 96.29459278, 139, 72, 66, 'Female', 89.56477148602978, 1.8815878888477133, 0.13258684167512913, 67, 25.298117431271013, 94.33333333333333, 'Low Risk'),
(84860, 70, 12, '34:45.9', 36.776563011761674, 97.56292644553308, 137, 81, 49, 'Male', 51.03086205989994, 1.8626845821469789, 0.10985888189991264, 56, 14.708021811293209, 99.66666666666666, 'High Risk'),
(84861, 89, 15, '33:45.9', 36.43393013841266, 97.20750814050739, 136, 81, 76, 'Female', 93.32808397600112, 1.5634551014810847, 0.060134535, 55, 38.18049213755224, 99.33333333333333, 'High Risk'),
(84862, 87, 15, '32:45.9', 37.41071824771569, 99.58207902711806, 138, 74, 88, 'Female', 80.45225733, 1.9196764898591276, 0.098899821, 64, 21.831427887534655, 95.33333333333333, 'Low Risk'),
(84863, 97, 18, '31:45.9', 37.169107395777054, 97.01063988768222, 125, 81, 87, 'Female', 64.30004163107904, 1.5308496443687387, 0.074860338, 44, 27.437603688867185, 95.66666666666667, 'High Risk'),
(84864, 90, 14, '30:45.9', 36.53500832644588, 98.83370473001976, 115, 86, 51, 'Female', 91.57857611556972, 1.9480906240131923, 0.063142242, 29, 24.131014158769357, 95.66666666666667, 'Low Risk'),
(84865, 94, 15, '29:45.9', 36.11045999321807, 97.49449580371996, 120, 72, 81, 'Male', 54.05119091784432, 1.925144404269884, 0.14088247713102858, 48, 14.584066792481119, 88, 'High Risk'),
(84866, 60, 17, '28:45.9', 36.60978323475616, 98.51333735718245, 122, 71, 21, 'Male', 79.92753526, 1.7553583529480106, 0.1074747391850333, 51, 25.93969351, 88, 'Low Risk'),
(84867, 78, 15, '27:45.9', 37.05116991337137, 95.63261491273374, 123, 86, 48, 'Male', 53.000378441677704, 1.8623266404523893, 0.1270469828175027, 37, 15.281544797793106, 98.33333333333333, 'High Risk'),
(84868, 60, 16, '26:45.9', 37.47098962, 96.99641539, 133, 72, 60, 'Female', 75.64334735115467, 1.5337879615099381, 0.077253593, 61, 32.15437626035144, 92.33333333333333, 'High Risk'),
(84869, 86, 19, '25:45.9', 37.11916769074773, 97.58004515312818, 130, 86, 47, 'Male', 52.81976215235606, 1.8069847331081341, 0.1492095232828452, 44, 16.176608487020196, 100.66666666666667, 'High Risk'),
(84870, 76, 14, '24:45.9', 36.168463158353404, 99.16833317, 134, 88, 44, 'Female', 89.75617621630215, 1.7829164960733042, 0.078278885, 46, 28.235945573773538, 103.33333333333333, 'Low Risk'),
(84871, 83, 18, '23:45.9', 36.20202107432793, 95.9357505, 115, 75, 49, 'Female', 94.10929854344153, 1.7871308939248887, 0.12978015121585412, 40, 29.465906836542324, 88.33333333333333, 'Low Risk'),
(84872, 63, 17, '22:45.9', 36.44681351000523, 95.83080301, 132, 82, 33, 'Male', 62.16532859716908, 1.9904418097968415, 0.11045400900166945, 50, 15.690950864730928, 98.66666666666666, 'High Risk'),
(84873, 77, 13, '21:45.9', 36.457938450479496, 96.99637118, 132, 74, 49, 'Male', 71.53400238369296, 1.640269876186289, 0.057683336029696844, 58, 26.587769599938976, 93.33333333333333, 'Low Risk'),
(84874, 96, 14, '20:45.9', 36.734210142121384, 98.39380322098732, 133, 73, 78, 'Female', 65.86601129055137, 1.812951522016021, 0.1022586450133528, 60, 20.039596913523052, 93, 'High Risk'),
(84875, 63, 18, '19:45.9', 36.44050463851033, 95.30238284535533, 138, 89, 88, 'Male', 86.03852486207714, 1.8944738950698123, 0.13589941130064553, 49, 23.972631256997847, 105.33333333333333, 'Low Risk'),
(84876, 99, 15, '18:45.9', 36.50520933, 95.61377574559813, 122, 86, 70, 'Female', 91.45471604951061, 1.5933637890718932, 0.1422778911527522, 36, 36.02269652926157, 98, 'High Risk'),
(84877, 63, 13, '17:45.9', 36.95029576033263, 98.62210739272221, 114, 75, 64, 'Male', 83.45119479648352, 1.7423155821052307, 0.083522272, 39, 27.490264446982632, 88, 'Low Risk'),
(84878, 74, 13, '16:45.9', 37.21543472111883, 97.07294733986586, 110, 71, 64, 'Male', 53.05082956, 1.5977176931341048, 0.10516218288220602, 39, 20.78222729, 84, 'Low Risk'),
(84879, 63, 15, '15:45.9', 37.193226771939095, 98.45043909, 116, 84, 88, 'Male', 72.49382395223557, 1.6180981923445454, 0.080479137, 32, 27.687979413457146, 94.66666666666667, 'Low Risk'),
(84880, 81, 19, '14:45.9', 36.44953822770045, 97.12609129039441, 123, 75, 68, 'Male', 92.63014887, 1.8811845059685672, 0.13408099828342923, 48, 26.175173907454866, 91, 'Low Risk'),
(84881, 81, 17, '13:45.9', 36.93641070873728, 96.88339381743008, 136, 75, 27, 'Female', 66.28248211237513, 1.772486511487815, 0.075204061, 61, 21.097591809470234, 95.33333333333333, 'Low Risk'),
(84882, 79, 15, '12:45.9', 36.593194136876384, 96.21523724020403, 121, 78, 49, 'Male', 72.94621396321267, 1.9960927319832042, 0.11720495817036511, 43, 18.30801795, 92.33333333333333, 'High Risk'),
(84883, 83, 16, '11:45.9', 36.25482434119178, 97.01700069366929, 128, 88, 56, 'Female', 55.19089305180864, 1.5818076999645294, 0.12014932833323479, 40, 22.057691123124847, 101.33333333333333, 'Low Risk'),
(84884, 70, 14, '10:45.9', 36.251491070118064, 96.85927923340182, 130, 72, 61, 'Male', 95.46817819862156, 1.6396213797929953, 0.1335778910217552, 58, 35.51170217781102, 91.33333333333333, 'High Risk'),
(84885, 61, 16, '09:45.9', 37.13513982467227, 99.08287801405109, 114, 75, 18, 'Male', 89.79226804917334, 1.755959292437024, 0.12937112923818267, 39, 29.121252782419166, 88, 'Low Risk'),
(84886, 66, 19, '08:45.9', 37.21902795595583, 99.39473562, 119, 88, 28, 'Male', 90.96395032913014, 1.9823062913697522, 0.072290741, 31, 23.148763274462066, 98.33333333333333, 'Low Risk'),
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(85063, 88, 14, '11:45.9', 36.57119817346579, 95.71722543667573, 133, 76, 67, 'Male', 58.00887411627376, 1.8245213945389753, 0.1360329183182204, 57, 17.425952094105543, 95, 'High Risk'),
(85064, 95, 16, '10:45.9', 37.420436674329046, 95.91109781, 139, 89, 43, 'Female', 81.59441897956678, 1.5727194256079708, 0.091030844, 50, 32.98814935058802, 105.66666666666666, 'High Risk'),
(85065, 62, 16, '09:45.9', 36.59052112588796, 97.15951855798484, 114, 80, 68, 'Male', 99.76461908, 1.8191938532551208, 0.1385485239797115, 34, 30.145229101091694, 91.33333333333333, 'High Risk'),
(85066, 69, 15, '08:45.9', 36.82065993141465, 97.90773395506699, 120, 88, 59, 'Male', 66.59675429655861, 1.694645846021178, 0.12709059334982917, 32, 23.189701630190633, 98.66666666666667, 'Low Risk'),
(85067, 84, 15, '07:45.9', 37.29065033901907, 95.76308721568928, 118, 79, 71, 'Female', 93.42827794112293, 1.5447066340949398, 0.062518945, 39, 39.15491816380053, 92, 'High Risk'),
(85068, 92, 14, '06:45.9', 36.16389567128465, 99.64341808819752, 120, 78, 71, 'Female', 75.33869492055614, 1.7723805547141969, 0.056019433, 42, 23.983034902758906, 92, 'High Risk'),
(85069, 76, 16, '05:45.9', 36.073940295493664, 99.08983331418604, 114, 75, 33, 'Female', 96.19458917100802, 1.757550005264587, 0.12452716972064799, 39, 31.14119425651238, 88, 'High Risk'),
(85070, 62, 13, '04:45.9', 36.18337434857048, 97.40941874928524, 138, 75, 35, 'Male', 57.73247981585579, 1.9197328577107893, 0.12501585824035188, 63, 15.665296379216514, 96, 'High Risk'),
(85071, 69, 19, '03:45.9', 37.05581664893709, 99.48344166298214, 137, 70, 52, 'Female', 94.77178319607924, 1.7972947723980193, 0.052522643, 67, 29.338670524963245, 92.33333333333333, 'Low Risk'),
(85072, 75, 13, '02:45.9', 36.59071380526643, 99.60944444765227, 123, 77, 48, 'Male', 61.452356075780386, 1.7580493996888653, 0.098233801, 46, 19.882747164175413, 92.33333333333333, 'Low Risk'),
(85073, 99, 12, '01:45.9', 36.567978643631385, 99.89011307, 114, 85, 47, 'Male', 62.31914182107549, 1.990654680295025, 0.13613860541492762, 29, 15.726410421958652, 94.66666666666667, 'High Risk'),
(85074, 92, 18, '00:45.9', 37.26116385153362, 99.33910547, 131, 72, 58, 'Male', 84.67776049, 1.9359009478618077, 0.13581308348918514, 59, 22.594518908654802, 91.66666666666666, 'High Risk'),
(85075, 75, 19, '59:45.9', 36.41035445, 98.73116640922728, 121, 71, 74, 'Female', 92.06499949632361, 1.5567030175272878, 0.06934977, 50, 37.99120079578464, 87.66666666666666, 'High Risk'),
(85076, 77, 19, '58:45.9', 37.43580228, 96.37334690952113, 110, 74, 63, 'Male', 85.38977970344179, 1.5699609380798536, 0.087222933, 36, 34.64401350654578, 86, 'High Risk'),
(85077, 71, 19, '57:45.9', 36.513959547081186, 96.80424736090306, 117, 88, 53, 'Male', 60.163431, 1.574272645140072, 0.063358595, 29, 24.275752272426562, 97.66666666666667, 'Low Risk'),
(85078, 67, 13, '56:45.9', 37.06232929, 98.68896093840533, 113, 72, 51, 'Female', 63.32130381671103, 1.646733352268607, 0.1430143034735008, 41, 23.350881794813986, 85.66666666666667, 'Low Risk'),
(85079, 98, 18, '55:45.9', 36.126122709086474, 99.03153985976002, 115, 78, 76, 'Male', 93.01794763170294, 1.884772155409209, 0.11545623312653866, 37, 26.18478659, 90.33333333333333, 'High Risk'),
(85080, 75, 12, '54:45.9', 36.00853163132408, 99.43425277455664, 117, 89, 32, 'Male', 59.670986973882435, 1.8741235890214547, 0.13404902231185617, 28, 16.98895895829951, 98.33333333333333, 'High Risk'),
(85081, 75, 19, '53:45.9', 37.34049559370217, 95.55673531089205, 115, 70, 62, 'Female', 76.38228755009766, 1.9342473295327836, 0.073808879, 45, 20.415905599330365, 85, 'Low Risk'),
(85082, 83, 14, '52:45.9', 37.24398020900355, 95.23434374354461, 119, 84, 57, 'Male', 88.85494001, 1.8413031809016343, 0.054547009, 35, 26.20782446020559, 95.66666666666667, 'Low Risk'),
(85083, 64, 13, '51:45.9', 36.59264641170899, 97.91481504562113, 134, 83, 57, 'Male', 69.63202772, 1.7345676196103654, 0.051649163461200714, 51, 23.143368609223923, 100, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(85084, 73, 15, '50:45.9', 36.34727690736335, 98.08639072155212, 124, 77, 40, 'Male', 86.72280140583104, 1.6900712785552798, 0.054876265, 47, 30.361502227654842, 92.66666666666667, 'High Risk'),
(85085, 86, 17, '49:45.9', 37.06218483436046, 95.44113631603194, 133, 76, 54, 'Male', 78.60607649203158, 1.8119346945818144, 0.10671806427800254, 57, 23.94258500045903, 95, 'Low Risk'),
(85086, 74, 18, '48:45.9', 37.002997386276576, 99.34267720987607, 125, 86, 88, 'Male', 90.03841471689863, 1.5861602312949648, 0.072709411, 39, 35.78769488816077, 99, 'High Risk'),
(85087, 91, 12, '47:45.9', 37.32510626553116, 99.93298813820753, 123, 74, 62, 'Male', 53.52949119673593, 1.6968805927023616, 0.1087534200861918, 49, 18.59047772412755, 90.33333333333333, 'High Risk'),
(85088, 84, 18, '46:45.9', 36.83102988667066, 99.40260500756928, 113, 88, 36, 'Female', 88.68816961854003, 1.8435597390688567, 0.059928932, 25, 26.09463711, 96.33333333333333, 'Low Risk'),
(85089, 95, 13, '45:45.9', 36.14801815367996, 96.73882089983462, 115, 89, 78, 'Female', 93.91107257920893, 1.8335799461229907, 0.14384179492043841, 26, 27.93296903202402, 97.66666666666667, 'High Risk'),
(85090, 97, 14, '44:45.9', 36.47224273317044, 97.11973805217865, 128, 89, 52, 'Female', 55.92074095266918, 1.6062968456319635, 0.14821798341895204, 39, 21.67311344098966, 102, 'High Risk'),
(85091, 78, 19, '43:45.9', 36.209992094889714, 99.73834720558608, 115, 89, 76, 'Female', 57.90140459439976, 1.5941681153459466, 0.075516547, 26, 22.783522070124803, 97.66666666666667, 'Low Risk'),
(85092, 79, 15, '42:45.9', 36.86454429302928, 95.38243734461035, 112, 89, 67, 'Male', 63.910421252231686, 1.951385162221863, 0.11963038891172531, 23, 16.78362174849116, 96.66666666666667, 'High Risk'),
(85093, 99, 14, '41:45.9', 36.57223179535125, 99.5407686, 129, 78, 38, 'Male', 91.37858871635197, 1.8812396535625968, 0.085106897, 51, 25.819997599068262, 95, 'High Risk'),
(85094, 94, 19, '40:45.9', 36.33720504837006, 97.40655397, 127, 85, 18, 'Female', 51.79634680148495, 1.972123453, 0.074555108, 42, 13.317752341792216, 99, 'High Risk'),
(85095, 95, 13, '39:45.9', 37.20280396480902, 98.31856123501571, 120, 84, 41, 'Female', 88.25966435431397, 1.6877813839087659, 0.093421626, 36, 30.983457999587568, 96, 'High Risk'),
(85096, 72, 18, '38:45.9', 37.064822660735814, 97.49118740792713, 135, 73, 33, 'Female', 96.49231083, 1.5082979461762416, 0.086904121, 62, 42.41489808, 93.66666666666666, 'High Risk'),
(85097, 75, 18, '37:45.9', 37.06480934, 97.09964589789536, 123, 71, 23, 'Male', 97.5861878, 1.9575269294312934, 0.10714261154624946, 52, 25.46671113, 88.33333333333333, 'Low Risk'),
(85098, 82, 17, '36:45.9', 37.42864514517026, 95.14162087, 123, 79, 60, 'Male', 84.70921540328749, 1.632070832372849, 0.10321748619507426, 44, 31.801869605131277, 93.66666666666667, 'High Risk'),
(85099, 89, 15, '35:45.9', 37.211801191567965, 99.72848773907192, 112, 71, 39, 'Female', 76.29743204414805, 1.5251750168163216, 0.1094273988982234, 41, 32.799751675233054, 84.66666666666667, 'High Risk'),
(85100, 73, 18, '34:45.9', 36.78810546665572, 95.09165201190977, 114, 88, 40, 'Female', 83.94966412, 1.8032198881858605, 0.10828576167704265, 26, 25.817939902986996, 96.66666666666667, 'Low Risk'),
(85101, 99, 13, '33:45.9', 36.70315293087995, 95.92093480240945, 117, 88, 29, 'Female', 50.58264513, 1.608691841581158, 0.058956545522298356, 29, 19.545906529834383, 97.66666666666667, 'High Risk'),
(85102, 88, 12, '32:45.9', 37.09048430690858, 98.24522929448219, 128, 70, 18, 'Male', 55.14396998105222, 1.565186270635956, 0.077049561, 58, 22.50950629202402, 89.33333333333333, 'Low Risk'),
(85103, 95, 15, '31:45.9', 36.231822233103685, 99.94547078703512, 117, 87, 86, 'Female', 91.44631807555326, 1.8454549679715722, 0.14082674369719328, 30, 26.850929215646172, 97, 'High Risk'),
(85104, 72, 16, '30:45.9', 36.65140162667643, 96.19636971, 118, 75, 69, 'Female', 84.05328792847098, 1.9109869877715524, 0.13020458826624665, 43, 23.016498056234315, 89.33333333333333, 'Low Risk'),
(85105, 75, 17, '29:45.9', 36.90220186, 99.39357136725515, 138, 77, 89, 'Male', 95.37189240179295, 1.8861218676250566, 0.050921675, 61, 26.809017583634613, 97.33333333333333, 'Low Risk'),
(85106, 61, 15, '28:45.9', 37.20097469654446, 95.70779785472726, 120, 82, 71, 'Female', 61.52154987815808, 1.6834870391576873, 0.10307912849560702, 38, 21.707395225156002, 94.66666666666667, 'Low Risk'),
(85107, 79, 14, '27:45.9', 36.93886547529043, 97.03921800661077, 134, 82, 44, 'Male', 62.171647348827676, 1.8844295995562084, 0.068285511, 52, 17.507838844582587, 99.33333333333333, 'High Risk'),
(85108, 78, 15, '26:45.9', 36.356020290543256, 99.35401513, 126, 85, 47, 'Female', 66.00364808110393, 1.736644578927235, 0.055764948, 41, 21.884974760384875, 98.66666666666667, 'Low Risk'),
(85109, 79, 15, '25:45.9', 36.22844570877351, 99.22294957188437, 132, 80, 85, 'Female', 87.40010794738633, 1.5018547576786105, 0.086572662, 52, 38.74860747357833, 97.33333333333333, 'High Risk'),
(85110, 68, 12, '24:45.9', 37.01899152, 98.44759153066708, 131, 82, 74, 'Male', 50.11184259377556, 1.6443383372807545, 0.06388743, 49, 18.533524102281042, 98.33333333333333, 'Low Risk'),
(85111, 73, 19, '23:45.9', 36.79991631027321, 98.71086863787215, 122, 82, 47, 'Male', 55.800201526578206, 1.6270807646657939, 0.069788851, 40, 21.07742466, 95.33333333333333, 'Low Risk'),
(85112, 73, 12, '22:45.9', 36.98494661340086, 95.07646606567022, 130, 71, 63, 'Female', 75.19610899288664, 1.612578065143701, 0.1454457412571299, 59, 28.917042450620688, 90.66666666666666, 'Low Risk'),
(85113, 78, 13, '21:45.9', 36.27003648355596, 97.14531450038275, 139, 70, 26, 'Female', 74.48261166318167, 1.8155321099562767, 0.10246277125301642, 69, 22.59680446868821, 93, 'Low Risk'),
(85114, 63, 12, '20:45.9', 37.39927148720023, 97.79267229251764, 134, 83, 36, 'Male', 94.1978467, 1.8415907403642136, 0.13012391656579775, 51, 27.77504236153404, 100, 'Low Risk'),
(85115, 88, 18, '19:45.9', 36.09694722655191, 96.27840336427495, 131, 80, 55, 'Female', 85.98157398537006, 1.9000609706527445, 0.076563816, 51, 23.816081990301818, 97, 'Low Risk'),
(85116, 84, 13, '18:45.9', 36.65644269745617, 96.10445970436363, 132, 89, 82, 'Female', 87.61652872406043, 1.7925523083795714, 0.10607113622016914, 43, 27.267314517619305, 103.33333333333333, 'Low Risk'),
(85117, 73, 13, '17:45.9', 36.981952331582534, 99.45674366865074, 110, 84, 85, 'Female', 70.08715354641451, 1.996327712849989, 0.10388513782183068, 26, 17.586311079900774, 92.66666666666667, 'High Risk'),
(85118, 76, 15, '16:45.9', 36.54187287840647, 95.76509613960944, 139, 83, 54, 'Male', 56.49667366220077, 1.8706936463023125, 0.08576251, 56, 16.14423744276723, 101.66666666666666, 'High Risk'),
(85119, 81, 15, '15:45.9', 36.142148708345246, 97.87609105282989, 134, 86, 35, 'Female', 90.46361451, 1.7592312969734407, 0.12567907147067037, 48, 29.229948555284746, 102, 'Low Risk'),
(85120, 92, 12, '14:45.9', 37.105020331232915, 96.03648806413179, 133, 74, 19, 'Female', 90.21809410509219, 1.6023706777821314, 0.056872914, 59, 35.13724202228751, 93.66666666666666, 'High Risk'),
(85121, 96, 13, '13:45.9', 36.26599460807663, 98.00141231606193, 127, 80, 55, 'Male', 55.59895554572461, 1.735759777372476, 0.080108868, 47, 18.453867272439542, 95.66666666666667, 'High Risk'),
(85122, 85, 16, '12:45.9', 36.794576260929176, 98.89409361085093, 125, 73, 68, 'Female', 53.21047180475405, 1.9569688082978032, 0.054535215, 52, 13.89406424, 90.33333333333333, 'High Risk'),
(85123, 83, 15, '11:45.9', 36.42916386582281, 96.73216197071118, 122, 88, 69, 'Female', 64.75567769112521, 1.9574220172705377, 0.1099190719983593, 34, 16.900864301930742, 99.33333333333333, 'High Risk'),
(85124, 76, 12, '10:45.9', 36.19763696, 99.99324036272283, 116, 76, 23, 'Female', 58.52190612520301, 1.722299797831616, 0.10923004260798656, 40, 19.72881325319551, 89.33333333333333, 'Low Risk'),
(85125, 84, 19, '09:45.9', 37.45410626617168, 95.88737461762273, 113, 71, 80, 'Female', 91.13465137868403, 1.594578138729183, 0.11239466041948024, 42, 35.84197438600289, 85, 'High Risk'),
(85126, 60, 13, '08:45.9', 36.27907609693912, 97.16134209, 132, 79, 30, 'Female', 87.07606604174941, 1.8444055476988463, 0.12844286157722598, 53, 25.59681681429418, 96.66666666666666, 'Low Risk'),
(85127, 94, 12, '07:45.9', 36.15699552119977, 98.77237954405825, 126, 82, 69, 'Male', 88.00616537462514, 1.6829508145133651, 0.087245138, 44, 31.07207461027987, 96.66666666666667, 'High Risk'),
(85128, 87, 16, '06:45.9', 37.076328150671536, 96.34150976402086, 136, 75, 89, 'Female', 83.57274909503957, 1.9884906475208335, 0.056932307, 61, 21.135746087714512, 95.33333333333333, 'Low Risk'),
(85129, 99, 12, '05:45.9', 36.686201301641496, 98.35707139009773, 110, 76, 20, 'Female', 68.62329168, 1.9724123616252118, 0.05604921, 34, 17.639087507981753, 87.33333333333333, 'High Risk'),
(85130, 67, 15, '04:45.9', 36.50123504701953, 95.87005576346978, 124, 74, 27, 'Male', 64.76005158668941, 1.5297966327552832, 0.12660534, 50, 27.671951301555918, 90.66666666666666, 'Low Risk'),
(85131, 97, 19, '03:45.9', 36.97560657950901, 96.12190501318057, 130, 85, 54, 'Female', 91.56217419147129, 1.5890924706348135, 0.12408363225431605, 45, 36.259161510720595, 100, 'High Risk'),
(85132, 76, 14, '02:45.9', 36.22727206, 99.08288074, 139, 73, 68, 'Female', 76.63721487938639, 1.9015622168165014, 0.084349351, 66, 21.19427837494494, 95, 'Low Risk'),
(85133, 93, 17, '01:45.9', 37.07999903002233, 97.13959551354392, 132, 84, 34, 'Male', 92.70065373994026, 1.9275132146929956, 0.1150149947464575, 48, 24.95100645222154, 100, 'High Risk'),
(85134, 99, 19, '00:45.9', 37.290998942817055, 95.96253036000395, 113, 70, 37, 'Male', 85.04405156339746, 1.9766515645436122, 0.070928543, 43, 21.76625441176845, 84.33333333333333, 'High Risk'),
(85135, 72, 18, '59:45.9', 37.273595824417114, 95.92641724295103, 134, 89, 45, 'Female', 99.73584408862752, 1.6325408032057651, 0.14280635739575714, 45, 37.42167116321808, 104, 'High Risk'),
(85136, 68, 14, '58:45.9', 36.00093572, 96.41547840364578, 114, 82, 35, 'Male', 85.92435924434248, 1.9030788388451003, 0.058945684, 32, 23.724809933128622, 92.66666666666667, 'Low Risk'),
(85137, 60, 15, '57:45.9', 36.24611750431991, 97.18474506610406, 131, 87, 24, 'Male', 87.76495812686002, 1.7028333837309662, 0.077575868, 44, 30.26752001433265, 101.66666666666667, 'High Risk'),
(85138, 66, 13, '56:45.9', 37.187496602123744, 97.17993776549477, 125, 75, 20, 'Female', 72.97931268445443, 1.515236552020343, 0.14603140609277754, 50, 31.786220544343248, 91.66666666666666, 'High Risk'),
(85139, 97, 14, '55:45.9', 37.27138505640409, 98.70516359077001, 129, 74, 41, 'Female', 87.95163362831958, 1.9185319460242394, 0.12450689121098907, 55, 23.894934270529653, 92.33333333333333, 'High Risk'),
(85140, 82, 15, '54:45.9', 36.554815946584085, 95.41244279523966, 139, 82, 60, 'Male', 91.61615085106449, 1.9689888004068514, 0.077763585, 57, 23.63118769519502, 101, 'Low Risk'),
(85141, 75, 16, '53:45.9', 37.13781609970996, 95.30768181, 117, 83, 34, 'Male', 94.13839334206224, 1.8991637363558267, 0.11459351492465247, 34, 26.100087533435293, 94.33333333333333, 'Low Risk'),
(85142, 61, 16, '52:45.9', 37.26309543977391, 95.00367517217101, 133, 88, 64, 'Female', 55.927037177361555, 1.7341191183621618, 0.093486723, 45, 18.59790222, 103, 'Low Risk'),
(85143, 99, 15, '51:45.9', 36.648815403541285, 96.11839804891846, 123, 75, 53, 'Male', 92.86779545842813, 1.7989919880333123, 0.1475782480963046, 48, 28.69502964861797, 91, 'High Risk'),
(85144, 99, 19, '50:45.9', 37.05217767046768, 97.43935570966968, 133, 80, 18, 'Female', 99.47478132687982, 1.503597933277281, 0.070611578, 53, 43.99968354165031, 97.66666666666666, 'High Risk'),
(85145, 76, 19, '49:45.9', 37.33863671149045, 96.74535670031048, 118, 71, 43, 'Female', 86.39917908928457, 1.6808416917926412, 0.11856670367325602, 47, 30.581303470848017, 86.66666666666667, 'High Risk'),
(85146, 91, 17, '48:45.9', 36.25484769264989, 99.36182341, 139, 89, 46, 'Male', 72.76182409475035, 1.989274269898281, 0.13499738419912155, 50, 18.38714273385522, 105.66666666666666, 'High Risk'),
(85147, 62, 15, '47:45.9', 36.19727174000644, 99.46399573, 136, 89, 56, 'Female', 72.55272409658468, 1.6046059294430033, 0.061310298, 47, 28.178439457033903, 104.66666666666667, 'Low Risk'),
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(85325, 99, 16, '49:45.9', 36.31868925775215, 95.96003116132441, 127, 75, 24, 'Female', 74.53701698826718, 1.566017173026756, 0.12609940556707128, 52, 30.393377732893022, 92.33333333333333, 'High Risk'),
(85326, 86, 18, '48:45.9', 36.62631703172416, 95.34466573495669, 124, 87, 34, 'Female', 56.108405274858285, 1.7159968830045744, 0.101429194, 37, 19.05438499760105, 99.33333333333333, 'Low Risk'),
(85327, 88, 18, '47:45.9', 36.32238502075062, 97.52388426510974, 117, 76, 36, 'Male', 82.57552394482954, 1.5442643530831597, 0.075767639, 41, 34.62645606931768, 89.66666666666667, 'High Risk'),
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(85329, 71, 16, '45:45.9', 36.135424329532206, 97.03714007, 131, 89, 73, 'Male', 53.97270493702934, 1.8988295661006072, 0.096321594, 42, 14.969324856043391, 103, 'High Risk'),
(85330, 60, 14, '44:45.9', 36.08112641133179, 97.40641051059778, 138, 82, 32, 'Female', 56.402804390666056, 1.5154979161559152, 0.10495534294320168, 56, 24.557831257169397, 100.66666666666666, 'Low Risk'),
(85331, 80, 15, '43:45.9', 37.49511407191581, 96.86087147722237, 117, 77, 86, 'Male', 65.88434606137592, 1.7971113436067299, 0.091724381, 40, 20.400098700006815, 90.33333333333333, 'Low Risk'),
(85332, 79, 19, '42:45.9', 36.02580648645196, 99.63108810320551, 111, 75, 28, 'Male', 81.92816061786075, 1.8186354733648522, 0.061878887941217535, 36, 24.770905849969836, 87, 'Low Risk'),
(85333, 81, 17, '41:45.9', 36.35541299504721, 98.87241799124956, 137, 82, 59, 'Female', 63.73095234255912, 1.7417602679778317, 0.13140362304420128, 55, 21.007465034150894, 100.33333333333333, 'Low Risk'),
(85334, 66, 15, '40:45.9', 36.64763925430731, 96.16804791605334, 137, 79, 75, 'Female', 53.002377171881825, 1.7509764535290606, 0.14411812722435696, 58, 17.287601241298287, 98.33333333333333, 'High Risk'),
(85335, 65, 16, '39:45.9', 36.54114929681964, 96.16598631975728, 119, 78, 87, 'Male', 97.93395297975843, 1.5868588140017827, 0.14238023802012434, 41, 38.89168036, 91.66666666666667, 'High Risk'),
(85336, 87, 19, '38:45.9', 37.15661795064339, 95.43092698132612, 128, 87, 69, 'Female', 66.84810890954569, 1.5279913695467988, 0.055695086, 41, 28.631712423605833, 100.66666666666667, 'Low Risk'),
(85337, 74, 14, '37:45.9', 36.833985913714294, 95.16270686468714, 136, 89, 45, 'Male', 56.408084319704564, 1.6043475975853085, 0.081500321, 47, 21.91514832081432, 104.66666666666667, 'Low Risk'),
(85338, 79, 13, '36:45.9', 36.606653734604464, 95.63731301830552, 130, 76, 22, 'Female', 95.28967583811823, 1.9712781834647488, 0.097903739, 54, 24.521668582547072, 94, 'Low Risk'),
(85339, 65, 18, '35:45.9', 36.18931810845634, 97.61858482719624, 121, 87, 52, 'Female', 76.95325158789274, 1.7621961316704726, 0.10497621915513543, 34, 24.780980625682957, 98.33333333333333, 'Low Risk'),
(85340, 99, 18, '34:45.9', 36.365346768423244, 97.46351458203095, 117, 79, 69, 'Female', 52.78689537090918, 1.5617543900144117, 0.061494104, 38, 21.642162279523973, 91.66666666666667, 'High Risk'),
(85341, 87, 15, '33:45.9', 36.433449269701875, 97.32044535328748, 139, 75, 62, 'Male', 88.29521227942091, 1.8485921685364635, 0.061311282120675076, 64, 25.83776460941228, 96.33333333333333, 'Low Risk'),
(85342, 71, 16, '32:45.9', 37.45991172356701, 98.91491324, 130, 72, 78, 'Male', 89.69214188138938, 1.7518952190464523, 0.075757185, 58, 29.22389779799671, 91.33333333333333, 'Low Risk'),
(85343, 76, 14, '31:45.9', 36.342322501315984, 95.53757835542827, 127, 74, 23, 'Female', 55.30013224871732, 1.7273047955230183, 0.085611876, 53, 18.534813156108044, 91.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(85345, 88, 14, '29:45.9', 36.319836127059105, 97.35797596, 121, 73, 46, 'Male', 92.87579989179406, 1.9592911275916167, 0.099682912, 48, 24.19382993056972, 89, 'Low Risk'),
(85346, 67, 15, '28:45.9', 36.36780632684887, 98.89140521667211, 110, 71, 64, 'Male', 69.80952607591789, 1.6896237904400406, 0.11686865648433144, 39, 24.453141326877596, 84, 'Low Risk'),
(85347, 82, 18, '27:45.9', 37.29868647665055, 97.05638077219764, 113, 73, 67, 'Male', 83.45596257799558, 1.7139941779756696, 0.068552385, 40, 28.407870913590546, 86.33333333333333, 'Low Risk'),
(85348, 63, 19, '26:45.9', 36.20344073234155, 95.48186906, 128, 74, 45, 'Female', 99.90907609211118, 1.7940897655767294, 0.055638563, 54, 31.03963497513729, 92, 'High Risk'),
(85349, 97, 16, '25:45.9', 36.1944029, 95.74466903454602, 133, 83, 58, 'Female', 53.72707412, 1.7772145242662367, 0.11537318121319001, 50, 17.010359127042047, 99.66666666666666, 'High Risk'),
(85350, 79, 16, '24:45.9', 36.949158108382456, 95.44985214507074, 120, 84, 86, 'Female', 80.61579119843194, 1.8889660873592526, 0.11710572860675243, 36, 22.592890554912234, 96, 'Low Risk'),
(85351, 99, 12, '23:45.9', 36.94067266995851, 97.34724429649985, 118, 83, 34, 'Female', 76.74223777375477, 1.826634457659654, 0.11293555106621186, 35, 23.000176410415207, 94.66666666666667, 'High Risk'),
(85352, 78, 17, '22:45.9', 37.32027502420391, 97.46575281, 127, 71, 77, 'Male', 60.20391083617707, 1.542404632461559, 0.055552832, 56, 25.306265611446563, 89.66666666666666, 'Low Risk'),
(85353, 97, 13, '21:45.9', 36.96886232329792, 97.00144018646762, 120, 70, 85, 'Female', 79.13975127, 1.9286760315660025, 0.089607051, 50, 21.275320649455583, 86.66666666666666, 'High Risk'),
(85354, 97, 16, '20:45.9', 36.22250228, 97.25124894821107, 123, 86, 44, 'Female', 91.38629977811456, 1.9921856509829214, 0.13510675426876143, 37, 23.026157860959568, 98.33333333333333, 'High Risk'),
(85355, 82, 19, '19:45.9', 36.70776115882158, 98.99230768183044, 121, 87, 58, 'Female', 91.54917677258767, 1.9320180867513819, 0.093409331, 34, 24.526301789257623, 98.33333333333333, 'Low Risk'),
(85356, 63, 12, '18:45.9', 37.18781118138512, 99.76621448712434, 110, 79, 49, 'Male', 64.71054434, 1.9899157943968027, 0.072742679, 31, 16.34201688357144, 89.33333333333333, 'High Risk'),
(85357, 76, 14, '17:45.9', 37.195958708841104, 98.70240446, 110, 79, 29, 'Female', 97.78699028256388, 1.5376541585913055, 0.098554195, 31, 41.358401526906505, 89.33333333333333, 'High Risk'),
(85358, 96, 12, '16:45.9', 37.39811708, 95.72491474281559, 117, 72, 71, 'Male', 78.45826132, 1.6008319440922474, 0.1334946091056417, 45, 30.61591164266678, 87, 'High Risk'),
(85359, 85, 16, '15:45.9', 36.06902200089612, 97.868402, 132, 72, 73, 'Male', 53.18953280125298, 1.8612755852476053, 0.1012705944758297, 60, 15.35340883, 92, 'High Risk'),
(85360, 86, 19, '14:45.9', 37.36414936861246, 99.54297591, 133, 81, 78, 'Male', 91.07596616218905, 1.6624484743956816, 0.14584890553331786, 52, 32.95394402, 98.33333333333333, 'High Risk'),
(85361, 87, 18, '13:45.9', 36.27034708590362, 95.68274575, 116, 77, 79, 'Male', 71.73183104488218, 1.6614418968358977, 0.11710813340277627, 39, 25.986129656627327, 90, 'Low Risk'),
(85362, 94, 12, '12:45.9', 36.786718765717595, 95.53811298872628, 125, 72, 40, 'Female', 76.18540879561212, 1.842461142192457, 0.065507013, 53, 22.44270121601837, 89.66666666666666, 'High Risk'),
(85363, 97, 15, '11:45.9', 37.06143315188147, 96.54865544787053, 118, 84, 21, 'Female', 63.829331568696404, 1.779633871135159, 0.078784124, 34, 20.153894025563826, 95.33333333333333, 'High Risk'),
(85364, 60, 16, '10:45.9', 36.14563090596131, 99.35570736257252, 129, 70, 77, 'Female', 54.052931133338674, 1.8183135632579668, 0.14638432085136321, 59, 16.34864234355416, 89.66666666666666, 'High Risk'),
(85365, 71, 17, '09:45.9', 36.70381494630228, 95.94059823015809, 130, 84, 57, 'Female', 54.57862784170235, 1.601459339457675, 0.066194688, 46, 21.28093865514373, 99.33333333333333, 'Low Risk'),
(85366, 70, 12, '08:45.9', 36.527831065267314, 98.97875400000534, 132, 76, 43, 'Female', 71.52208500969442, 1.9057501482474075, 0.090993302, 56, 19.692834998141176, 94.66666666666666, 'Low Risk'),
(85367, 75, 17, '07:45.9', 36.42316202839208, 98.35315420251627, 114, 71, 83, 'Male', 90.60009179516973, 1.963073399553454, 0.12204901551480175, 43, 23.51015872731142, 85.33333333333333, 'Low Risk'),
(85368, 89, 17, '06:45.9', 37.30241709338228, 96.57655835098271, 138, 86, 20, 'Male', 58.497961762440006, 1.839355704258435, 0.073780975, 52, 17.29056907730551, 103.33333333333333, 'High Risk'),
(85369, 64, 12, '05:45.9', 36.13862059698214, 99.13753099382264, 137, 72, 58, 'Female', 65.47568424, 1.658749472768296, 0.099438505, 65, 23.79679393916506, 93.66666666666666, 'Low Risk'),
(85370, 73, 17, '04:45.9', 37.073887320414805, 95.25809901721975, 111, 84, 60, 'Male', 97.34059491177283, 1.7475653349966522, 0.096464747, 27, 31.873309023614738, 93, 'High Risk'),
(85371, 93, 13, '03:45.9', 36.49273433821429, 99.98162755523742, 127, 89, 79, 'Male', 73.94485791771082, 1.876372614887737, 0.11535847161453004, 38, 21.002442624642605, 101.66666666666667, 'High Risk'),
(85372, 99, 16, '02:45.9', 37.43630675234839, 95.36560852965393, 119, 80, 72, 'Male', 71.47815344891205, 1.7794348939807563, 0.10101706965295618, 39, 22.574031109161773, 93, 'High Risk'),
(85373, 86, 12, '01:45.9', 36.02083885101948, 99.96588693194296, 116, 75, 68, 'Female', 63.36008638732048, 1.514240985325179, 0.063128955, 41, 27.63285556268605, 88.66666666666667, 'Low Risk'),
(85374, 84, 17, '00:45.9', 36.70265437330323, 96.71878047535428, 118, 74, 52, 'Male', 61.69415579560304, 1.7242908716672931, 0.11735699965855677, 44, 20.750232524079866, 88.66666666666667, 'Low Risk'),
(85375, 77, 15, '59:45.9', 37.21143940494121, 97.35136615219962, 123, 76, 78, 'Female', 97.50451695432432, 1.6156867010889813, 0.094113462, 47, 37.351705315156586, 91.66666666666667, 'High Risk'),
(85376, 95, 19, '58:45.9', 37.08881985587534, 98.21924775395429, 112, 79, 63, 'Male', 69.19548152443585, 1.5785673969958784, 0.13263610677221932, 33, 27.76843974060559, 90, 'High Risk'),
(85377, 87, 13, '57:45.9', 37.22601719, 99.28942408149504, 121, 87, 25, 'Male', 73.05714823568668, 1.9547686148348105, 0.064826539, 34, 19.11930056687482, 98.33333333333333, 'Low Risk'),
(85378, 61, 18, '56:45.9', 36.19179729056378, 98.38200149248654, 136, 77, 79, 'Male', 60.561581274873696, 1.691843639665983, 0.13786630879462902, 59, 21.15810461314648, 96.66666666666666, 'Low Risk'),
(85379, 98, 16, '55:45.9', 37.099745074742195, 96.33045954060728, 120, 78, 38, 'Male', 76.06010154, 1.6058503125990855, 0.092846778, 42, 29.49488992172214, 92, 'High Risk'),
(85380, 68, 13, '54:45.9', 36.30453546572295, 99.96331965, 110, 86, 35, 'Male', 95.01405008959179, 1.6823588044691098, 0.10272583393051625, 24, 33.56994117, 94, 'High Risk'),
(85381, 72, 13, '53:45.9', 36.23894657838677, 95.95387936476732, 129, 85, 87, 'Male', 77.78293726893628, 1.5466919785532098, 0.12382337697436295, 44, 32.51446951367315, 99.66666666666667, 'High Risk'),
(85382, 84, 14, '52:45.9', 36.85883471479078, 98.32503860225484, 123, 73, 58, 'Male', 95.00927742648915, 1.6565918635968693, 0.1308387619293324, 50, 34.62063005096235, 89.66666666666666, 'High Risk'),
(85383, 91, 19, '51:45.9', 36.67738190396648, 96.22539058843678, 122, 86, 23, 'Female', 63.52615687029679, 1.8002072908385847, 0.1271480776140469, 36, 19.60232341129186, 98, 'High Risk'),
(85384, 94, 17, '50:45.9', 36.123316906015276, 97.63950326, 120, 84, 43, 'Female', 82.73455460708394, 1.8391349457593547, 0.055514398784030375, 36, 24.460185150882616, 96, 'High Risk'),
(85385, 87, 16, '49:45.9', 37.35653539883523, 98.67597218092317, 131, 78, 43, 'Female', 74.24962022668083, 1.721535281826539, 0.081601543, 53, 25.05315245379554, 95.66666666666666, 'Low Risk'),
(85386, 60, 17, '48:45.9', 37.30637263973443, 96.25181660050794, 126, 89, 63, 'Male', 53.83001673684884, 1.9792619092069952, 0.097075729, 37, 13.740988663414061, 101.33333333333333, 'High Risk'),
(85387, 98, 16, '47:45.9', 37.46404725743394, 96.60154502957197, 135, 78, 61, 'Female', 63.55611314484375, 1.9585783415269518, 0.13930251075854677, 57, 16.568204035564257, 97, 'High Risk'),
(85388, 71, 15, '46:45.9', 37.06638216161862, 95.36197999599662, 114, 73, 18, 'Female', 68.41355231, 1.5618718751949952, 0.091357735, 41, 28.04473445356804, 86.66666666666667, 'Low Risk'),
(85389, 92, 15, '45:45.9', 36.572297690507746, 95.40637303922679, 138, 85, 25, 'Female', 59.36500964965549, 1.7141883631800405, 0.096805649, 53, 20.202888065261728, 102.66666666666666, 'High Risk'),
(85390, 91, 12, '44:45.9', 36.04978503160171, 98.55877459195955, 119, 79, 53, 'Male', 84.07520110410114, 1.8673270793924033, 0.091121722, 40, 24.11166073763642, 92.33333333333333, 'High Risk'),
(85391, 96, 12, '43:45.9', 36.82174356108752, 97.50087367039872, 120, 70, 64, 'Male', 63.96758572886734, 1.9572009056892967, 0.11548136844938627, 50, 16.69894920709344, 86.66666666666666, 'High Risk'),
(85392, 93, 18, '42:45.9', 36.005512175632596, 97.96559310169995, 128, 77, 74, 'Male', 98.54952006579194, 1.575219192, 0.14944383414620324, 51, 39.716642206201435, 94, 'High Risk'),
(85393, 96, 16, '41:45.9', 36.208086620567755, 98.33793114818467, 128, 82, 71, 'Male', 97.57627883, 1.893441143442904, 0.071601467, 46, 27.217023739587884, 97.33333333333333, 'High Risk'),
(85394, 67, 13, '40:45.9', 37.161555102253494, 97.52106802299551, 130, 74, 87, 'Female', 90.99847090650282, 1.9517790533362305, 0.1031698163173234, 56, 23.887614903776164, 92.66666666666666, 'Low Risk'),
(85395, 60, 17, '39:45.9', 36.82071574110561, 96.11707742, 133, 80, 72, 'Female', 65.38382908730205, 1.873948851682084, 0.10200638128227058, 53, 18.61893710409079, 97.66666666666666, 'Low Risk'),
(85396, 75, 12, '38:45.9', 36.81901651603116, 98.78935975692957, 128, 78, 56, 'Male', 86.14051232900565, 1.612721629504307, 0.11178441367389377, 50, 33.11987043246522, 94.66666666666666, 'High Risk'),
(85397, 61, 13, '37:45.9', 36.82047855764664, 96.57847051782934, 129, 81, 30, 'Male', 81.93801915694014, 1.7903897047557022, 0.05432764, 48, 25.561734340221125, 97, 'Low Risk'),
(85398, 85, 12, '36:45.9', 36.530521028828076, 99.25129703, 126, 85, 36, 'Male', 54.97720753443487, 1.8358351485544417, 0.06741114, 41, 16.312304352273877, 98.66666666666667, 'High Risk'),
(85399, 78, 14, '35:45.9', 36.97280942453105, 96.00407655771326, 114, 87, 48, 'Male', 65.48747697101201, 1.7185399769765832, 0.14348308418946026, 27, 22.173741501982853, 96, 'Low Risk'),
(85400, 64, 14, '34:45.9', 36.848198382815966, 96.79952081343527, 112, 78, 23, 'Female', 92.21518655, 1.9426876365115624, 0.14289381583620714, 34, 24.43410841813566, 89.33333333333333, 'Low Risk'),
(85401, 97, 14, '33:45.9', 36.63087234421007, 95.17763477388131, 115, 79, 31, 'Female', 66.64080672188419, 1.8574835179111062, 0.1376670770207456, 36, 19.314804122283466, 91, 'High Risk'),
(85402, 95, 18, '32:45.9', 37.37525809172521, 99.67117796197381, 117, 80, 70, 'Female', 92.16672573382245, 1.8890422258148094, 0.082887196, 37, 25.82800296525188, 92.33333333333333, 'High Risk'),
(85403, 97, 16, '31:45.9', 36.000031228483394, 97.68081340742745, 111, 83, 57, 'Female', 99.1117616, 1.550519435796544, 0.12325035815869335, 28, 41.225958931687614, 92.33333333333333, 'High Risk'),
(85404, 98, 13, '30:45.9', 36.73385729632337, 95.98347641313147, 124, 83, 22, 'Male', 54.396919391637084, 1.830325107017504, 0.12756718198149947, 41, 16.237450168264534, 96.66666666666667, 'High Risk'),
(85405, 63, 15, '29:45.9', 37.24386999, 95.68310443671575, 121, 74, 59, 'Male', 74.63866793218523, 1.5893993322495223, 0.084426312, 47, 29.545941088873622, 89.66666666666667, 'Low Risk'),
(85406, 94, 19, '28:45.9', 36.71317538200068, 95.94825540810992, 125, 73, 40, 'Male', 69.59115964595901, 1.8304152561617264, 0.1259481300849989, 52, 20.770876319525996, 90.33333333333333, 'High Risk'),
(85407, 81, 18, '27:45.9', 36.49912367, 96.40587346282332, 135, 81, 50, 'Female', 51.44707237874169, 1.692528984064951, 0.068969902, 54, 17.959259959243482, 99, 'High Risk'),
(85408, 94, 16, '26:45.9', 36.443866521688385, 98.63670567763143, 130, 75, 32, 'Male', 93.31464763743739, 1.6321230782870955, 0.090198427, 55, 35.03031228448494, 93.33333333333333, 'High Risk'),
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(85585, 96, 15, '29:45.9', 36.27329501448968, 99.89769871213956, 117, 75, 68, 'Male', 93.55846778506302, 1.7378445111498526, 0.14964141017506383, 42, 30.97856295, 89, 'High Risk'),
(85586, 86, 17, '28:45.9', 37.21696040642666, 95.40600967417481, 129, 72, 55, 'Female', 86.26285297392377, 1.5692288118141218, 0.11063297104055106, 57, 35.03089802511494, 91, 'High Risk'),
(85587, 87, 17, '27:45.9', 36.32443147167222, 99.49189087236785, 128, 76, 29, 'Female', 60.946977591550805, 1.6656742169601346, 0.052124557, 52, 21.96706559314301, 93.33333333333333, 'Low Risk'),
(85588, 69, 18, '26:45.9', 36.66589310286342, 98.03310434513831, 138, 87, 51, 'Male', 51.78670120736519, 1.9495526633684208, 0.14444567409161724, 51, 13.625370013565423, 104, 'High Risk'),
(85589, 78, 18, '25:45.9', 37.23886597876009, 98.83685140845725, 130, 74, 45, 'Female', 97.28021461, 1.9246818869662046, 0.069801095, 56, 26.26071833535904, 92.66666666666666, 'Low Risk'),
(85590, 91, 12, '24:45.9', 37.498670937176506, 96.37728450900259, 125, 76, 48, 'Female', 80.08001220986986, 1.921951771722748, 0.087417091, 49, 21.678995717902804, 92.33333333333333, 'High Risk'),
(85591, 96, 18, '23:45.9', 36.49026393959181, 96.54218156251464, 136, 77, 34, 'Female', 67.52797762671388, 1.9151974792017101, 0.11916469213013686, 59, 18.410120049955975, 96.66666666666666, 'High Risk'),
(85592, 72, 14, '22:45.9', 36.98068785, 95.45348000305917, 116, 79, 59, 'Male', 86.96272729203196, 1.764070588574012, 0.068508097, 37, 27.944814620151863, 91.33333333333333, 'Low Risk'),
(85593, 91, 17, '21:45.9', 37.28282385213865, 97.03533996, 125, 76, 41, 'Male', 99.51485832213635, 1.660685713, 0.11399457782531498, 49, 36.08386342804786, 92.33333333333333, 'High Risk'),
(85594, 65, 15, '20:45.9', 36.76084479651346, 95.76071863866807, 125, 76, 26, 'Male', 70.85950009176136, 1.9198495882181754, 0.11458158049005025, 49, 19.224881615621786, 92.33333333333333, 'Low Risk'),
(85595, 71, 18, '19:45.9', 37.09864511509595, 97.61831136743793, 137, 71, 56, 'Male', 78.91165213164345, 1.7197962193673288, 0.089580126, 66, 26.680081768683795, 93, 'Low Risk'),
(85596, 96, 19, '18:45.9', 37.40335988967373, 96.61551233299505, 135, 82, 19, 'Male', 75.67384500999339, 1.9306654728598454, 0.14079634140874275, 53, 20.301668933376053, 99.66666666666666, 'High Risk'),
(85597, 90, 13, '17:45.9', 37.22173549875612, 97.27224107426737, 114, 82, 18, 'Female', 68.29366934706094, 1.8507683098658307, 0.076170505, 32, 19.937758826474173, 92.66666666666667, 'Low Risk'),
(85598, 90, 16, '16:45.9', 36.373981, 95.06163240779964, 113, 78, 49, 'Male', 83.00152112344854, 1.543251199945583, 0.07148479, 35, 34.85080426149664, 89.66666666666667, 'High Risk'),
(85599, 97, 19, '15:45.9', 37.194882123606824, 99.33571252773262, 110, 83, 76, 'Female', 67.32449347936716, 1.5367176322357972, 0.10792124703462252, 27, 28.509194433423954, 92, 'High Risk'),
(85600, 93, 13, '14:45.9', 36.00694208102565, 96.00198312009822, 126, 83, 27, 'Female', 55.002314614815596, 1.7820907183508543, 0.10273280869633855, 43, 17.318941663977004, 97.33333333333333, 'High Risk'),
(85601, 63, 18, '13:45.9', 36.08556568304197, 95.36543041651622, 111, 74, 65, 'Male', 83.20882004, 1.7945647625621826, 0.12226290388140594, 37, 25.837535821534804, 86.33333333333333, 'Low Risk'),
(85602, 84, 12, '12:45.9', 36.57142995, 96.55038069141347, 127, 82, 56, 'Female', 96.70724524832858, 1.6157435397897044, 0.1364869090939487, 45, 37.04368274150894, 97, 'High Risk'),
(85603, 92, 16, '11:45.9', 36.98583138291139, 97.43474423013323, 111, 73, 88, 'Male', 71.30633944765069, 1.9530703616473786, 0.063362777, 38, 18.693574932941786, 85.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(85604, 62, 16, '10:45.9', 36.614838536177025, 97.57199038563486, 134, 89, 36, 'Female', 98.09007304120351, 1.6589930436229834, 0.07478116, 45, 35.63985496110311, 104, 'High Risk'),
(85605, 73, 17, '09:45.9', 37.40946602875341, 99.00419861338436, 137, 86, 20, 'Male', 89.08769154302242, 1.9775961877307895, 0.11150920728174338, 51, 22.779410091134206, 103, 'Low Risk'),
(85606, 68, 19, '08:45.9', 36.50997898727862, 97.05246018523376, 132, 83, 66, 'Male', 88.95827903141537, 1.8335063171153974, 0.093878726, 49, 26.46193213712075, 99.33333333333333, 'Low Risk'),
(85607, 62, 15, '07:45.9', 37.30503143327219, 95.61696498995124, 133, 87, 84, 'Female', 89.15958085523212, 1.7625098917172735, 0.1272444222226819, 46, 28.701519667341742, 102.33333333333333, 'Low Risk'),
(85608, 96, 19, '06:45.9', 36.512554419969334, 96.43465340922828, 110, 73, 50, 'Female', 88.04161165, 1.8115297475804184, 0.076954385, 37, 26.82854028493185, 85.33333333333333, 'High Risk'),
(85609, 68, 17, '05:45.9', 36.67049701672046, 97.36162867059114, 136, 80, 40, 'Male', 71.46937827159573, 1.911977499026406, 0.091107818, 56, 19.550346098157362, 98.66666666666666, 'Low Risk'),
(85610, 61, 13, '04:45.9', 37.39955895478057, 95.20377276317751, 128, 71, 43, 'Male', 89.56812646770231, 1.593608271677239, 0.075148723, 57, 35.268772070499985, 90, 'High Risk'),
(85611, 77, 12, '03:45.9', 37.13200668236211, 98.08831649344832, 131, 73, 22, 'Male', 80.23759999411328, 1.6706557545261547, 0.067438755, 58, 28.747758511654617, 92.33333333333333, 'Low Risk'),
(85612, 72, 12, '02:45.9', 36.35911447842039, 99.17654629141128, 133, 80, 70, 'Female', 92.41695082817492, 1.618898676761011, 0.12053935756477409, 53, 35.262435054444865, 97.66666666666666, 'High Risk'),
(85613, 63, 17, '01:45.9', 37.32990064267139, 97.87604274, 132, 71, 68, 'Male', 59.22580362844476, 1.6889478364979806, 0.13243435099123693, 61, 20.762444728118453, 91.33333333333333, 'Low Risk'),
(85614, 88, 12, '00:45.9', 36.51578711995324, 97.38933952027942, 132, 71, 37, 'Male', 71.25532959944985, 1.9795907138550488, 0.12821421517712167, 61, 18.18304181695397, 91.33333333333333, 'High Risk'),
(85615, 79, 12, '59:45.9', 36.42896521635651, 97.21999053373878, 113, 88, 38, 'Male', 99.52332308863453, 1.8102176503201484, 0.058926382, 25, 30.371292782794473, 96.33333333333333, 'High Risk'),
(85616, 81, 16, '58:45.9', 36.57832820661905, 98.42105560705807, 120, 76, 48, 'Female', 98.81823763394893, 1.9428824395435194, 0.10715275206480832, 44, 26.178457801613042, 90.66666666666667, 'Low Risk'),
(85617, 66, 17, '57:45.9', 36.97937206935638, 96.52958704318159, 120, 77, 64, 'Female', 96.88293991826555, 1.6611348121456588, 0.06724879, 43, 35.11054327602041, 91.33333333333333, 'High Risk'),
(85618, 74, 15, '56:45.9', 36.75753419260215, 96.55957486, 135, 78, 54, 'Female', 91.94294630792521, 1.5929912688541863, 0.082647677, 57, 36.23194310352794, 97, 'High Risk'),
(85619, 70, 13, '55:45.9', 36.067406751560284, 99.50699395637511, 117, 88, 32, 'Female', 62.56329579, 1.855895417494059, 0.10780967752137352, 29, 18.164047131227875, 97.66666666666667, 'High Risk'),
(85620, 89, 13, '54:45.9', 36.136436367582064, 96.77548648448047, 122, 71, 20, 'Female', 75.31389574079658, 1.5709198462339353, 0.14394375239089569, 51, 30.51877237370612, 88, 'High Risk'),
(85621, 64, 14, '53:45.9', 37.478683398482204, 96.31654137541447, 126, 70, 27, 'Female', 72.06216199223745, 1.6321330585950435, 0.072666804, 56, 27.05179979928507, 88.66666666666666, 'Low Risk'),
(85622, 60, 15, '52:45.9', 36.95583246822262, 99.82309238399988, 120, 88, 30, 'Female', 50.99956442562509, 1.711651799770377, 0.058282818, 32, 17.407468772394132, 98.66666666666667, 'High Risk'),
(85623, 96, 12, '51:45.9', 36.03958583965756, 98.69848499849567, 126, 76, 23, 'Female', 56.823756312125454, 1.8494450781246106, 0.05807065, 50, 16.61296161018692, 92.66666666666666, 'High Risk'),
(85624, 72, 17, '50:45.9', 36.78668977878577, 96.34823057904686, 114, 80, 76, 'Male', 59.77426150764876, 1.6725792001264939, 0.1084872465701677, 34, 21.36686646739957, 91.33333333333333, 'Low Risk'),
(85625, 94, 18, '49:45.9', 36.09933729646946, 98.15846022380543, 123, 73, 80, 'Male', 69.13578938066685, 1.8312414481981145, 0.075042044, 50, 20.61634659276766, 89.66666666666666, 'High Risk'),
(85626, 66, 15, '48:45.9', 37.300445490912956, 98.71793608548238, 121, 85, 35, 'Male', 52.121900495046134, 1.8228604311018877, 0.10823282724317906, 36, 15.686043216938986, 97, 'High Risk'),
(85627, 97, 17, '47:45.9', 36.03958909401585, 98.70190753549386, 118, 77, 68, 'Male', 79.70183977596562, 1.7499868514136139, 0.10538531236523654, 41, 26.025481621385435, 90.66666666666667, 'High Risk'),
(85628, 76, 16, '46:45.9', 37.20217383054241, 96.30616686, 125, 82, 57, 'Male', 55.690489198939574, 1.5667904357474338, 0.14320763808696058, 43, 22.686066942226002, 96.33333333333333, 'Low Risk'),
(85629, 64, 19, '45:45.9', 36.092186713481205, 98.13445523823657, 125, 74, 29, 'Male', 75.06230966, 1.5092970420784573, 0.090785301, 51, 32.95129457548871, 91, 'High Risk'),
(85630, 67, 17, '44:45.9', 37.09325410374178, 98.47961705004414, 125, 76, 66, 'Male', 87.47613851123978, 1.5426924734274403, 0.13669228971136155, 49, 36.756223382341176, 92.33333333333333, 'High Risk'),
(85631, 71, 13, '43:45.9', 37.06430583681808, 98.61728512758448, 133, 80, 77, 'Female', 61.659455720022656, 1.8261083184090074, 0.08463586, 53, 18.490413237250884, 97.66666666666666, 'High Risk'),
(85632, 76, 17, '42:45.9', 36.81863201784899, 99.38805811715498, 122, 81, 28, 'Female', 61.353074988349306, 1.7869783166942943, 0.14752451763548768, 41, 19.213114400940043, 94.66666666666667, 'Low Risk'),
(85633, 66, 19, '41:45.9', 36.36743244084033, 99.68082508582054, 117, 82, 60, 'Female', 69.39512011, 1.5272192759911516, 0.10899308843145881, 35, 29.752683195983483, 93.66666666666667, 'Low Risk'),
(85634, 71, 15, '40:45.9', 36.75678551481667, 96.53203057554613, 124, 85, 42, 'Male', 87.43887830002696, 1.8049284817957063, 0.12386896027240975, 39, 26.84012791989865, 98, 'Low Risk'),
(85635, 91, 19, '39:45.9', 36.07878560139136, 95.14592753, 136, 71, 35, 'Male', 80.37190961, 1.7077562511387772, 0.1263194740885636, 65, 27.55830610078373, 92.66666666666666, 'High Risk'),
(85636, 65, 12, '38:45.9', 36.58261649445845, 95.00943829664301, 124, 70, 51, 'Female', 69.23552201606695, 1.9956382184210328, 0.13168644042917826, 54, 17.384625758177606, 88, 'High Risk'),
(85637, 65, 15, '37:45.9', 36.08417786082762, 97.23165660028228, 122, 70, 73, 'Male', 79.76873605374584, 1.5109310568635468, 0.1468226155967738, 52, 34.94165041900729, 87.33333333333333, 'High Risk'),
(85638, 98, 18, '36:45.9', 37.48645624438849, 95.71896539191462, 139, 83, 75, 'Female', 60.21574574626787, 1.870827817, 0.098129825, 56, 17.20451490228088, 101.66666666666666, 'High Risk'),
(85639, 87, 12, '35:45.9', 37.49035108377136, 95.31156357870908, 137, 72, 23, 'Female', 61.20925439629747, 1.685584568290847, 0.12104855639025526, 65, 21.543486856464725, 93.66666666666666, 'Low Risk'),
(85640, 84, 19, '34:45.9', 36.23741005, 97.78472300874407, 128, 76, 62, 'Male', 88.22825357833389, 1.948877095471182, 0.1303950096639247, 52, 23.229442110824312, 93.33333333333333, 'Low Risk'),
(85641, 89, 15, '33:45.9', 36.33814787, 96.80606907999696, 136, 75, 28, 'Male', 97.92035328308947, 1.777695836295654, 0.11515128905836496, 61, 30.98546808472607, 95.33333333333333, 'High Risk'),
(85642, 85, 12, '32:45.9', 36.54661206083114, 99.56912224112253, 135, 75, 88, 'Male', 64.41759141660067, 1.6642162536198075, 0.1470463564446196, 60, 23.25867466518077, 95, 'Low Risk'),
(85643, 96, 13, '31:45.9', 37.335733521734525, 99.81112627963297, 118, 85, 56, 'Male', 98.59508224681824, 1.771501049628767, 0.1371377281707007, 33, 31.41755800936601, 96, 'High Risk'),
(85644, 82, 17, '30:45.9', 36.16359467422712, 99.36283042995353, 117, 80, 30, 'Female', 83.01195354211863, 1.9910852261421303, 0.13846490098519948, 37, 20.939240956326636, 92.33333333333333, 'Low Risk'),
(85645, 61, 17, '29:45.9', 36.70158557256582, 99.9815923, 114, 79, 28, 'Male', 78.68056369793317, 1.626920159559316, 0.076074886, 35, 29.725897876648947, 90.66666666666667, 'Low Risk'),
(85646, 64, 19, '28:45.9', 36.77294465317319, 98.33865057343115, 112, 82, 47, 'Male', 80.55413221257568, 1.6355791348504005, 0.055604571109293656, 30, 30.11235351021261, 92, 'High Risk'),
(85647, 66, 15, '27:45.9', 37.38582439266157, 98.82345173302824, 122, 81, 34, 'Female', 88.53776502355186, 1.502014323810542, 0.10481442750087643, 41, 39.24464512, 94.66666666666667, 'High Risk'),
(85648, 78, 12, '26:45.9', 36.930651186978395, 99.64908868852525, 119, 81, 58, 'Female', 84.68534378915004, 1.6731287217707544, 0.10119211567828643, 38, 30.25168333879576, 93.66666666666667, 'High Risk'),
(85649, 93, 14, '25:45.9', 37.43942613966302, 98.40098039, 129, 89, 82, 'Male', 70.43731364, 1.9660246268379806, 0.054933381667415085, 40, 18.223209885067174, 102.33333333333333, 'High Risk'),
(85650, 82, 15, '24:45.9', 37.306817128960596, 99.59181600275659, 118, 71, 49, 'Female', 50.44804396171643, 1.512878648793861, 0.09254279, 47, 22.041246135856095, 86.66666666666667, 'Low Risk'),
(85651, 69, 14, '23:45.9', 36.45589108300889, 99.73235255, 129, 78, 66, 'Male', 86.35112480891777, 1.8182881049553221, 0.14221403589514348, 51, 26.11816154881092, 95, 'Low Risk'),
(85652, 69, 12, '22:45.9', 36.837643377282596, 96.97820723, 111, 80, 51, 'Female', 68.10209576357974, 1.7102480078272337, 0.088598299, 31, 23.283179729315265, 90.33333333333333, 'Low Risk'),
(85653, 97, 16, '21:45.9', 36.460618816271094, 97.66076578340777, 128, 72, 39, 'Female', 63.93468083, 1.6014029868852897, 0.054829329, 56, 24.930743648200057, 90.66666666666666, 'High Risk'),
(85654, 68, 18, '20:45.9', 36.995769442017014, 97.74308143230061, 138, 83, 42, 'Male', 68.06045311672115, 1.8054416963596607, 0.065214748, 55, 20.87987525690895, 101.33333333333333, 'Low Risk'),
(85655, 63, 17, '19:45.9', 36.01265134658398, 96.17541272282801, 125, 72, 24, 'Male', 76.20102485835517, 1.8721876369223325, 0.10273017428287372, 53, 21.740126475681148, 89.66666666666666, 'Low Risk'),
(85656, 92, 16, '18:45.9', 36.86756946, 95.80182089966941, 132, 76, 35, 'Female', 74.07097140431037, 1.9487495598361375, 0.1273893171748131, 56, 19.504552026399914, 94.66666666666666, 'High Risk'),
(85657, 66, 12, '17:45.9', 37.43023899573362, 98.4419209, 129, 73, 31, 'Male', 90.83166429, 1.5689175065141208, 0.1415932887027045, 56, 36.90090807931767, 91.66666666666666, 'High Risk'),
(85658, 96, 16, '16:45.9', 36.81713630652134, 99.40176653055462, 122, 87, 54, 'Male', 89.39423180240014, 1.9894134600075082, 0.090582664, 35, 22.587043732621538, 98.66666666666667, 'High Risk'),
(85659, 88, 18, '15:45.9', 36.60020909489984, 98.43798157800401, 113, 79, 28, 'Male', 53.71749877848513, 1.5336783910378964, 0.1314185867965125, 34, 22.837427702062513, 90.33333333333333, 'Low Risk'),
(85660, 94, 17, '14:45.9', 37.449691865360094, 97.26113329540875, 114, 75, 36, 'Female', 88.27403074003188, 1.735092215975659, 0.070126908, 39, 29.321611469170612, 88, 'High Risk'),
(85661, 73, 14, '13:45.9', 36.29280966574017, 96.28395040750245, 138, 88, 26, 'Male', 78.99641533685285, 1.8054764720083225, 0.068682518, 50, 24.23392267964893, 104.66666666666666, 'Low Risk'),
(85662, 62, 18, '12:45.9', 37.25981116480031, 98.61104628393777, 111, 72, 24, 'Female', 94.60276990388215, 1.733419544034555, 0.100760203, 39, 31.484476364897652, 85, 'High Risk'),
(85663, 73, 18, '11:45.9', 36.370628108742565, 95.85638476164837, 116, 82, 55, 'Female', 65.69145147768563, 1.6775925357412786, 0.12647793332434926, 34, 23.341882988791728, 93.33333333333333, 'Low Risk'),
(85664, 93, 15, '10:45.9', 36.80036443839512, 98.79423049754075, 119, 79, 24, 'Female', 85.9115896, 1.8615774286165112, 0.1499675932665202, 40, 24.790743142894854, 92.33333333333333, 'High Risk'),
(85665, 98, 15, '09:45.9', 36.14515961207621, 96.01581994, 119, 79, 67, 'Female', 85.07819000111604, 1.9633440348263065, 0.1338408477170211, 40, 22.071173635303932, 92.33333333333333, 'High Risk'),
(85666, 96, 15, '08:45.9', 36.09454443954914, 96.16280299, 110, 83, 67, 'Female', 57.558446451003064, 1.5368219301076729, 0.10873739107585914, 27, 24.37036114740917, 92, 'High Risk'),
(85667, 73, 13, '07:45.9', 36.92711833467122, 97.27788376441526, 120, 72, 49, 'Male', 88.51119292494948, 1.6671569864243296, 0.052237264, 48, 31.84528944728332, 88, 'High Risk'),
(85668, 68, 19, '06:45.9', 36.67826024837284, 96.38465496078929, 132, 76, 55, 'Female', 77.48382376770797, 1.5994620740582748, 0.12232610470924561, 56, 30.287480762792786, 94.66666666666666, 'High Risk'),
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(85845, 75, 14, '09:45.9', 36.87328450539455, 98.68912530072117, 137, 84, 55, 'Female', 50.320498257606495, 1.5368439445201751, 0.096798124, 53, 21.305189048715427, 101.66666666666666, 'Low Risk'),
(85846, 89, 15, '08:45.9', 36.76228300485643, 98.80864672657252, 134, 79, 68, 'Male', 78.20733819690156, 1.7495874966463343, 0.087213773, 55, 25.549133293247237, 97.33333333333333, 'Low Risk'),
(85847, 61, 19, '07:45.9', 37.25922669704293, 99.38725196888919, 136, 77, 29, 'Male', 84.21175018187787, 1.8402568438318792, 0.062150636088018324, 59, 24.866565757624418, 96.66666666666666, 'Low Risk'),
(85848, 70, 12, '06:45.9', 36.93212898155841, 98.27615104242476, 136, 75, 53, 'Male', 83.66617040331661, 1.7066514341162005, 0.123905843, 61, 28.725012789376123, 95.33333333333333, 'Low Risk'),
(85849, 96, 15, '05:45.9', 36.61953137614786, 97.08929535, 113, 75, 31, 'Female', 70.61153113172946, 1.6078583250286917, 0.1473365734041261, 38, 27.313670848733533, 87.66666666666667, 'High Risk'),
(85850, 67, 19, '04:45.9', 37.16812701839667, 96.42132526444477, 132, 73, 49, 'Male', 98.96328243878315, 1.907259335377885, 0.057172052221592655, 59, 27.20536726000669, 92.66666666666666, 'Low Risk'),
(85851, 84, 17, '03:45.9', 36.70382701151756, 97.89474575926528, 125, 80, 31, 'Male', 72.10578617407023, 1.7052643456372416, 0.10788501308353632, 45, 24.796289197539085, 95, 'Low Risk'),
(85852, 67, 15, '02:45.9', 36.18187168, 97.14617169034162, 127, 82, 64, 'Female', 97.75480361621584, 1.5040869623617483, 0.1300138065933104, 45, 43.21079076827144, 97, 'High Risk'),
(85853, 61, 14, '01:45.9', 36.85956855395984, 99.72664837163639, 126, 70, 52, 'Female', 67.22929325083871, 1.9940389577611901, 0.091242264, 56, 16.907962187495578, 88.66666666666666, 'High Risk'),
(85854, 63, 13, '00:45.9', 36.28695861338836, 96.63276246795353, 123, 74, 52, 'Male', 51.970240035548855, 1.711964105731124, 0.12872000048060706, 49, 17.73231400843703, 90.33333333333333, 'High Risk'),
(85855, 66, 18, '59:45.9', 36.851329547398464, 96.18423533, 139, 80, 26, 'Male', 85.78958178, 1.6981638367576755, 0.11918959296182725, 59, 29.749205686613216, 99.66666666666666, 'Low Risk'),
(85856, 84, 18, '58:45.9', 37.488840142981545, 98.05690303485937, 128, 83, 73, 'Female', 74.63168035, 1.590336104489458, 0.075160979, 45, 29.508381035975525, 98, 'Low Risk'),
(85857, 70, 12, '57:45.9', 36.58025560589716, 98.19271611296057, 133, 82, 78, 'Male', 96.8429812, 1.5511618226414152, 0.10582342014568921, 51, 40.248892586290594, 99, 'High Risk'),
(85858, 88, 14, '56:45.9', 36.608526718616645, 95.32315189964979, 139, 71, 19, 'Male', 66.21369397509125, 1.7624745299270055, 0.096899636, 68, 21.31582362696307, 93.66666666666666, 'Low Risk'),
(85859, 75, 18, '55:45.9', 36.11026310282022, 95.84251537533083, 130, 81, 66, 'Female', 87.59035416959995, 1.6343091032320116, 0.13024195888407142, 49, 32.79350846781256, 97.33333333333333, 'High Risk'),
(85860, 60, 19, '54:45.9', 37.47624086910315, 97.33320381075787, 125, 86, 23, 'Female', 84.15864255341606, 1.6829877848749437, 0.1279602552855465, 39, 29.712335760059823, 99, 'Low Risk'),
(85861, 80, 19, '53:45.9', 37.092184551808586, 95.84037877123535, 128, 84, 19, 'Female', 82.08027505585666, 1.6402999862479535, 0.11783430851304662, 44, 30.506489924333064, 98.66666666666667, 'High Risk'),
(85862, 98, 12, '52:45.9', 36.07374583464367, 97.25358411619405, 119, 73, 32, 'Male', 84.25805990417058, 1.8722709041239325, 0.10993465785912238, 46, 24.036657683226675, 88.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(85863, 79, 12, '51:45.9', 36.83541980641335, 95.13368622134912, 131, 86, 20, 'Male', 87.20849029, 1.938967041280248, 0.1206208603405803, 45, 23.196257133708947, 101, 'Low Risk'),
(85864, 97, 19, '50:45.9', 36.167765974307045, 96.40284000211867, 117, 75, 24, 'Male', 81.72978304720147, 1.9930379103436724, 0.098369648, 42, 20.57544452, 89, 'High Risk'),
(85865, 91, 12, '49:45.9', 36.86661388039723, 95.47853325325403, 115, 89, 81, 'Female', 94.53592151751172, 1.5172553598572307, 0.082006576, 26, 41.06572563631852, 97.66666666666667, 'High Risk'),
(85866, 65, 14, '48:45.9', 36.135705166727405, 95.78082606745696, 110, 71, 76, 'Female', 92.70776829865895, 1.6136119124445776, 0.062623374, 39, 35.605570102199884, 84, 'High Risk'),
(85867, 79, 17, '47:45.9', 36.78592003677612, 96.04635705392283, 110, 71, 46, 'Female', 51.75055009853744, 1.7813734481077146, 0.092252154, 39, 16.308162157560766, 84, 'High Risk'),
(85868, 83, 17, '46:45.9', 37.34673468209541, 98.21871717132402, 115, 84, 71, 'Male', 59.29476402132132, 1.992960270127572, 0.11442141631865588, 31, 14.928599355040644, 94.33333333333333, 'High Risk'),
(85869, 61, 18, '45:45.9', 36.45215014166571, 96.56777901902419, 116, 74, 45, 'Female', 52.04990523577213, 1.7204035518051408, 0.136589454, 42, 17.58568469583135, 88, 'High Risk'),
(85870, 79, 17, '44:45.9', 36.84132258306153, 98.93942377555146, 139, 81, 32, 'Male', 52.695517759546334, 1.9548883254836649, 0.076157894, 58, 13.788904697483677, 100.33333333333333, 'High Risk'),
(85871, 82, 19, '43:45.9', 36.87460872888246, 98.03167229878937, 118, 77, 86, 'Female', 63.62474375214027, 1.6848686945475004, 0.12587544569850986, 41, 22.41268690070858, 90.66666666666667, 'Low Risk'),
(85872, 82, 13, '42:45.9', 36.69189809922148, 97.42605839477622, 123, 70, 75, 'Female', 65.59985669914468, 1.8051781194841552, 0.062801084, 53, 20.13088041869297, 87.66666666666666, 'Low Risk'),
(85873, 61, 15, '41:45.9', 37.38183667804005, 99.00128885, 118, 73, 38, 'Female', 87.31391995116459, 1.6671686561497832, 0.10221122716482278, 45, 31.414084884327256, 88, 'High Risk'),
(85874, 65, 19, '40:45.9', 36.44963749805223, 98.70235619727256, 117, 89, 77, 'Male', 55.762708037636166, 1.5610014858682508, 0.062730202, 28, 22.88427845, 98.33333333333333, 'Low Risk'),
(85875, 98, 15, '39:45.9', 37.20221454772754, 97.21456920842634, 123, 73, 82, 'Male', 77.26402079772129, 1.970085055445336, 0.094561956, 50, 19.90707037724345, 89.66666666666666, 'High Risk'),
(85876, 62, 14, '38:45.9', 37.324011545483046, 98.84995237, 134, 74, 68, 'Male', 64.78438685256982, 1.983848805479791, 0.054029623, 60, 16.460886186764576, 94, 'High Risk'),
(85877, 86, 17, '37:45.9', 37.409940301766646, 98.45869936512807, 128, 88, 77, 'Female', 70.04609107134502, 1.5564798664284853, 0.098649855, 40, 28.913248565039186, 101.33333333333333, 'Low Risk'),
(85878, 95, 19, '36:45.9', 36.61482712757918, 98.58549858090478, 132, 77, 57, 'Male', 70.54697501217139, 1.7074178561466105, 0.082903009, 55, 24.19907460326571, 95.33333333333333, 'High Risk'),
(85879, 95, 14, '35:45.9', 36.847259023275946, 98.95116131935254, 136, 77, 37, 'Male', 83.31200928, 1.809722285, 0.1252291573256404, 59, 25.438045504075664, 96.66666666666666, 'High Risk'),
(85880, 77, 18, '34:45.9', 36.62886946940612, 95.98018028554058, 114, 75, 43, 'Male', 64.84106546560737, 1.8128834455264706, 0.1499801065071918, 39, 19.729240920142267, 88, 'Low Risk'),
(85881, 85, 13, '33:45.9', 36.16069616627188, 97.56323769510145, 113, 84, 44, 'Male', 60.747196116875784, 1.7556604372547135, 0.10486754874308443, 29, 19.708119720840312, 93.66666666666667, 'Low Risk'),
(85882, 98, 19, '32:45.9', 36.066628292383115, 99.06917476868551, 117, 72, 48, 'Female', 66.76586587824988, 1.836370956246059, 0.094244839, 45, 19.798562315686638, 87, 'High Risk'),
(85883, 74, 19, '31:45.9', 36.37253679490382, 97.977, 127, 81, 88, 'Female', 57.31254339795962, 1.942431729852132, 0.086526963, 46, 15.190013311845322, 96.33333333333333, 'High Risk'),
(85884, 60, 18, '30:45.9', 36.12899985325289, 98.24245512105348, 139, 75, 87, 'Female', 69.46588863015717, 1.8104707117379604, 0.1312817403843755, 64, 21.19281214883151, 96.33333333333333, 'Low Risk'),
(85885, 90, 19, '29:45.9', 36.380037853324566, 97.01047298744103, 118, 74, 63, 'Female', 67.82459729036071, 1.8445500575511482, 0.053516514, 44, 19.934545232079998, 88.66666666666667, 'Low Risk'),
(85886, 75, 12, '28:45.9', 36.054051947961774, 99.30587175, 131, 82, 89, 'Male', 73.94394459704898, 1.9184332739462358, 0.1383028206024231, 49, 20.091354560273853, 98.33333333333333, 'Low Risk'),
(85887, 90, 12, '27:45.9', 36.22907592667241, 95.89026305426104, 136, 75, 29, 'Male', 82.74077667175179, 1.7403911576401694, 0.14570031216978463, 61, 27.316550542569615, 95.33333333333333, 'Low Risk'),
(85888, 70, 14, '26:45.9', 36.03960495623068, 96.15507078, 131, 83, 34, 'Female', 67.70064325857545, 1.7296825708038133, 0.075601339, 48, 22.628719374029885, 99, 'Low Risk'),
(85889, 80, 17, '25:45.9', 36.716714308441794, 97.53805687763591, 110, 79, 84, 'Male', 63.469345167197126, 1.8227157334169113, 0.11228448902552107, 31, 19.104080209691393, 89.33333333333333, 'Low Risk'),
(85890, 69, 16, '24:45.9', 36.18286469516817, 98.60103176754602, 115, 84, 23, 'Female', 90.02400151170275, 1.518094672460604, 0.10512603488421382, 31, 39.062550919414846, 94.33333333333333, 'High Risk'),
(85891, 81, 18, '23:45.9', 36.76944331702409, 97.42613189313391, 113, 82, 58, 'Female', 77.74124747885853, 1.6247259605528996, 0.064752525, 31, 29.450404592899677, 92.33333333333333, 'Low Risk'),
(85892, 71, 17, '22:45.9', 37.30549132696989, 98.68704387547437, 125, 89, 75, 'Male', 68.66327594627127, 1.8888695758541802, 0.082345872, 36, 19.24511794341024, 101, 'Low Risk'),
(85893, 78, 13, '21:45.9', 36.145811843355865, 99.33555344042803, 135, 80, 65, 'Female', 69.60155522979045, 1.6685684638454326, 0.086127707, 55, 24.99947461556265, 98.33333333333333, 'Low Risk'),
(85894, 70, 13, '20:45.9', 36.09523586228194, 96.14977954644183, 123, 89, 78, 'Male', 85.68922690719327, 1.5912401154387514, 0.095787088, 34, 33.84190381862028, 100.33333333333333, 'High Risk'),
(85895, 82, 13, '19:45.9', 37.10912357997844, 99.92979588621246, 123, 72, 84, 'Male', 80.54446316494621, 1.9677071038406404, 0.076701679, 51, 20.802464244556806, 89, 'Low Risk'),
(85896, 92, 19, '18:45.9', 37.27560328284577, 99.76905854850635, 135, 74, 26, 'Female', 90.40875373297725, 1.5160670878576692, 0.10437160306141016, 61, 39.33450081714474, 94.33333333333333, 'High Risk'),
(85897, 70, 15, '17:45.9', 36.64275601935411, 99.13975312500696, 139, 74, 29, 'Male', 75.86472519970798, 1.9421991430107384, 0.11746863071880038, 65, 20.111866276410133, 95.66666666666666, 'Low Risk'),
(85898, 95, 16, '16:45.9', 36.31822083, 95.25801705077788, 139, 73, 43, 'Male', 78.20220693, 1.8893157686762716, 0.14284276908355398, 66, 21.908362123491678, 95, 'High Risk'),
(85899, 87, 17, '15:45.9', 37.33353811926621, 95.30371439635077, 127, 83, 82, 'Female', 95.00132425513243, 1.8804874015007018, 0.066433234, 44, 26.865121111290925, 97.66666666666667, 'Low Risk'),
(85900, 82, 16, '14:45.9', 37.33379511273459, 96.33560642930038, 119, 70, 37, 'Male', 66.88941271720218, 1.5115593091600616, 0.058243963237341545, 49, 29.275680464940685, 86.33333333333333, 'Low Risk'),
(85901, 87, 15, '13:45.9', 37.39395465704029, 98.17678013522662, 127, 86, 56, 'Male', 85.50286021016623, 1.7705693390241264, 0.14253432050748815, 41, 27.274372293693826, 99.66666666666667, 'Low Risk'),
(85902, 66, 15, '12:45.9', 36.39083685379235, 99.64715688863244, 127, 72, 58, 'Male', 57.19554466989747, 1.710796068234588, 0.059698359482159506, 55, 19.541851698538835, 90.33333333333333, 'Low Risk'),
(85903, 91, 16, '11:45.9', 36.41331340319147, 99.65877733679378, 138, 70, 35, 'Male', 74.24589507, 1.8598426824422738, 0.14711035661225494, 68, 21.46446294411567, 92.66666666666666, 'High Risk'),
(85904, 95, 12, '10:45.9', 37.31809821, 96.00727645958354, 134, 81, 36, 'Male', 58.62118872093992, 1.5778742413633342, 0.058842108363886286, 53, 23.54560467190665, 98.66666666666666, 'High Risk'),
(85905, 77, 12, '09:45.9', 37.02556547501265, 95.79265021979538, 110, 77, 34, 'Male', 98.71169293677438, 1.8728350046449556, 0.058072053963524065, 33, 28.142946440881758, 88, 'Low Risk'),
(85906, 71, 18, '08:45.9', 37.36735168037392, 98.31760512757863, 132, 86, 23, 'Female', 82.74850459493274, 1.5612869930536781, 0.11881907496098042, 46, 33.94647397842144, 101.33333333333333, 'High Risk'),
(85907, 84, 18, '07:45.9', 36.82577701973827, 95.29615145022309, 117, 85, 40, 'Male', 52.41545952586992, 1.5226972642985044, 0.071700796, 32, 22.606444498557753, 95.66666666666667, 'Low Risk'),
(85908, 83, 12, '06:45.9', 36.59050024278768, 99.92797971174355, 112, 70, 70, 'Female', 55.83379443749984, 1.929625396311557, 0.1322133156177192, 42, 14.995160914292192, 84, 'High Risk'),
(85909, 85, 15, '05:45.9', 36.08281989044022, 95.51223440889675, 124, 80, 20, 'Female', 59.27846945194104, 1.7580323604877506, 0.057241652, 44, 19.179763683397198, 94.66666666666667, 'Low Risk'),
(85910, 89, 18, '04:45.9', 36.79138145028667, 96.62595049492877, 110, 80, 78, 'Female', 75.23110121263261, 1.8816397480592002, 0.091643818, 30, 21.248313323314242, 90, 'Low Risk'),
(85911, 95, 15, '03:45.9', 36.64305938370564, 98.27048488175706, 137, 88, 54, 'Female', 56.06092750867758, 1.6805221114080127, 0.11928788477638237, 49, 19.85051674051748, 104.33333333333333, 'High Risk'),
(85912, 65, 14, '02:45.9', 36.24079441296148, 97.51100876684534, 122, 87, 77, 'Male', 95.33686693171896, 1.6055972014085347, 0.12331236348712134, 35, 36.98176806584422, 98.66666666666667, 'High Risk'),
(85913, 83, 18, '01:45.9', 36.05187609745292, 95.61700596241282, 113, 87, 84, 'Male', 55.71315960463692, 1.7472595463743048, 0.095379539, 26, 18.249162774489168, 95.66666666666667, 'High Risk'),
(85914, 73, 19, '00:45.9', 36.49239807855295, 97.88914752, 121, 87, 82, 'Male', 96.00278977301721, 1.8862067358767365, 0.10262820996990207, 34, 26.983934291538304, 98.33333333333333, 'Low Risk'),
(85915, 69, 17, '59:45.9', 36.30208848386145, 98.10071968944965, 112, 88, 44, 'Female', 65.07188202, 1.630074839438937, 0.1084431397145465, 24, 24.489407594059408, 96, 'Low Risk'),
(85916, 76, 18, '58:45.9', 37.02562742230892, 97.85632643362777, 122, 87, 42, 'Male', 95.20983365348977, 1.6434345284285303, 0.10531054098569895, 35, 35.25145051700684, 98.66666666666667, 'High Risk'),
(85917, 85, 19, '57:45.9', 36.35142483017909, 95.72334237573091, 122, 76, 61, 'Female', 78.19054477267736, 1.7688767580522584, 0.10244098470201377, 46, 24.989587523857654, 91.33333333333333, 'Low Risk'),
(85918, 69, 13, '56:45.9', 36.72363099597386, 97.08396359519784, 119, 87, 82, 'Female', 59.983610685905795, 1.7928920818204603, 0.074238758, 32, 18.660544242756476, 97.66666666666667, 'Low Risk'),
(85919, 90, 16, '55:45.9', 37.380173640711476, 96.63861759107861, 129, 84, 77, 'Female', 77.15456562608017, 1.762853172619355, 0.098896629, 45, 24.82729173062167, 99, 'Low Risk'),
(85920, 97, 15, '54:45.9', 36.183003039491695, 99.76200191893828, 114, 77, 88, 'Female', 73.45411160117432, 1.6530968650790392, 0.079234201, 37, 26.87939602014712, 89.33333333333333, 'High Risk'),
(85921, 91, 17, '53:45.9', 36.02781825470377, 95.75978470946106, 127, 84, 88, 'Male', 53.25071034518246, 1.5426022522584546, 0.1226569749874595, 43, 22.37780490533557, 98.33333333333333, 'High Risk'),
(85922, 92, 17, '52:45.9', 36.39212448869849, 95.86606727891804, 135, 84, 28, 'Female', 99.07589721844414, 1.8985806905696656, 0.056369933421406275, 51, 27.485895738410807, 101, 'High Risk'),
(85923, 80, 17, '51:45.9', 36.011084544429075, 95.91025754583502, 128, 70, 38, 'Female', 87.64195828380969, 1.7998168764139681, 0.057927555, 58, 27.055491843148623, 89.33333333333333, 'Low Risk'),
(85924, 81, 15, '50:45.9', 36.292446019823494, 97.29218417027477, 128, 85, 29, 'Female', 54.4003429, 1.997330108542747, 0.12212053146550161, 43, 13.636469317724176, 99.33333333333333, 'High Risk'),
(85925, 74, 14, '49:45.9', 36.864770570135484, 99.35191179676764, 124, 73, 78, 'Female', 89.70488102551158, 1.9854160438438033, 0.11078907154107992, 51, 22.756895775467132, 90, 'Low Risk'),
(85926, 75, 12, '48:45.9', 36.276603039456994, 95.94051872304655, 116, 71, 73, 'Male', 55.95114012388427, 1.7573205789124442, 0.071562907, 45, 18.11786215, 86, 'High Risk'),
(85927, 69, 18, '47:45.9', 36.00158724077273, 99.51714337, 116, 81, 74, 'Male', 81.93726113317791, 1.520533783416362, 0.070735203, 35, 35.439639489417615, 92.66666666666667, 'High Risk'),
(85928, 88, 12, '46:45.9', 37.41753913772567, 98.65030400987175, 133, 73, 48, 'Male', 75.84636560656902, 1.6765802982202984, 0.10140713691293649, 60, 26.98274060810094, 93, 'Low Risk'),
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(86106, 64, 14, '48:45.9', 36.89818303415317, 99.28260358855131, 134, 72, 68, 'Male', 86.3890839, 1.6291514413794688, 0.054544591, 62, 32.548872916212986, 92.66666666666666, 'High Risk'),
(86107, 65, 15, '47:45.9', 37.33926258241561, 99.95834892620702, 114, 74, 54, 'Female', 54.32961916495881, 1.8243562136110052, 0.052149385, 40, 16.323653984843602, 87.33333333333333, 'High Risk'),
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(86109, 77, 17, '45:45.9', 37.38993857970681, 97.14395868, 122, 87, 89, 'Female', 80.58889227521973, 1.9381125556794363, 0.087776621, 35, 21.454440643545812, 98.66666666666667, 'Low Risk'),
(86110, 78, 15, '44:45.9', 36.59403820645333, 97.33581860994394, 118, 71, 86, 'Female', 94.22987157024033, 1.5226200393738225, 0.13311273724242628, 47, 40.64484920333014, 86.66666666666667, 'High Risk'),
(86111, 80, 14, '43:45.9', 36.85868945336264, 98.10798330020823, 121, 77, 42, 'Male', 50.53252715430576, 1.9552518266061607, 0.11783026458474863, 44, 13.217996041786378, 91.66666666666667, 'High Risk'),
(86112, 79, 19, '42:45.9', 37.40184870163246, 97.44287353256813, 119, 89, 64, 'Female', 84.18079147, 1.8845284462267549, 0.11826137642151673, 30, 23.70323433185775, 99, 'Low Risk'),
(86113, 88, 18, '41:45.9', 37.365632669156135, 95.07039923133189, 126, 82, 48, 'Female', 84.61160570203853, 1.595179055744362, 0.065650729, 44, 33.25148604749821, 96.66666666666667, 'High Risk'),
(86114, 80, 14, '40:45.9', 36.297251162958126, 97.7458327, 126, 79, 21, 'Male', 84.65015685407491, 1.5360425779846818, 0.10152649113033363, 47, 35.87742446788284, 94.66666666666667, 'High Risk'),
(86115, 87, 16, '39:45.9', 37.22235440764706, 99.85280383738987, 130, 81, 40, 'Female', 56.19446194868882, 1.8486067176591212, 0.062162007196495894, 49, 16.443886235081116, 97.33333333333333, 'High Risk'),
(86116, 78, 17, '38:45.9', 36.990971880913825, 95.64613846794703, 130, 84, 58, 'Male', 57.774444438649105, 1.9154615586291466, 0.14195928639182828, 46, 15.746676189587097, 99.33333333333333, 'High Risk'),
(86117, 69, 12, '37:45.9', 36.13576679036373, 99.20491076473283, 124, 72, 52, 'Female', 69.99858480598714, 1.7679507365605067, 0.14095865281989603, 52, 22.39489038, 89.33333333333333, 'Low Risk'),
(86118, 76, 17, '36:45.9', 36.653741257680444, 97.16197010623765, 110, 79, 45, 'Male', 55.453197612769664, 1.9138545144568253, 0.14106776430043994, 31, 15.139403086206723, 89.33333333333333, 'High Risk'),
(86119, 99, 13, '35:45.9', 36.10535661758214, 96.41567019105668, 119, 74, 59, 'Male', 53.25122991116733, 1.6443666548668834, 0.059561753241733933, 45, 19.693926831732426, 89, 'High Risk'),
(86120, 84, 14, '34:45.9', 36.70371640426988, 97.27676758283734, 122, 72, 64, 'Female', 68.47879635823722, 1.8723515950513652, 0.11343758867832178, 50, 19.53355583179635, 88.66666666666666, 'Low Risk'),
(86121, 61, 19, '33:45.9', 37.18773465305491, 95.84025563702164, 137, 71, 77, 'Female', 63.587011223772876, 1.9850357804545138, 0.1331959768801356, 66, 16.13733199, 93, 'High Risk'),
(86122, 93, 15, '32:45.9', 37.415692915086964, 99.74820959331593, 135, 87, 20, 'Female', 56.67006895, 1.6613897190463462, 0.061342542, 48, 20.531028401339167, 103, 'High Risk'),
(86123, 68, 19, '31:45.9', 36.71157108531577, 98.36075542991763, 113, 82, 39, 'Female', 63.2646731, 1.9482917940703173, 0.1222984492571034, 31, 16.66683997488893, 92.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(86125, 78, 17, '29:45.9', 37.05486429426745, 97.57653582662294, 117, 72, 72, 'Male', 62.53888086274245, 1.8186404421614413, 0.063806755, 45, 18.908471191760153, 87, 'Low Risk'),
(86126, 91, 14, '28:45.9', 37.24545384632663, 96.85657003347188, 113, 78, 21, 'Female', 63.06537829860358, 1.7814743010964667, 0.10686844710361362, 35, 19.871556308132472, 89.66666666666667, 'High Risk'),
(86127, 81, 19, '27:45.9', 37.31229169643862, 97.98383496, 121, 83, 31, 'Female', 89.17936558, 1.5314820875668391, 0.068201611, 38, 38.022488327681835, 95.66666666666667, 'High Risk'),
(86128, 60, 19, '26:45.9', 36.77424748, 96.71002195533404, 113, 77, 73, 'Male', 68.96296770319351, 1.9623167578014376, 0.11129932562251416, 36, 17.90926311730383, 89, 'High Risk'),
(86129, 92, 15, '25:45.9', 36.968738952006866, 98.58577152589929, 130, 77, 56, 'Male', 52.47568904489501, 1.964864821074157, 0.12355118591501148, 53, 13.592295125642204, 94.66666666666666, 'High Risk'),
(86130, 88, 18, '24:45.9', 36.24520051080577, 99.07169636297972, 122, 75, 40, 'Female', 62.00654063156687, 1.512258598, 0.1376479115021979, 47, 27.113487179821615, 90.66666666666667, 'Low Risk'),
(86131, 81, 12, '23:45.9', 37.43148860305551, 98.25935011, 111, 78, 75, 'Female', 93.30711985272279, 1.668329387483798, 0.14902808130293646, 33, 33.52364123451016, 89, 'High Risk'),
(86132, 68, 13, '22:45.9', 36.306794826759166, 95.74061524072926, 134, 83, 33, 'Male', 60.19632225478702, 1.9210407441478359, 0.081956949, 51, 16.31160914001672, 100, 'High Risk'),
(86133, 61, 17, '21:45.9', 36.06754949987422, 96.43492536885195, 118, 74, 43, 'Female', 81.54901687672883, 1.8103740114140243, 0.10881771477990362, 44, 24.881818434028144, 88.66666666666667, 'Low Risk'),
(86134, 76, 16, '20:45.9', 36.90862269764219, 98.06960346443562, 116, 74, 40, 'Female', 64.64444385268652, 1.723205145346944, 0.085216947, 42, 21.769940298952207, 88, 'Low Risk'),
(86135, 75, 18, '19:45.9', 36.59845886928665, 96.14068393616587, 124, 79, 59, 'Female', 90.64513045783863, 1.9534676962673736, 0.14797302235185444, 45, 23.753740661548754, 94, 'Low Risk'),
(86136, 68, 12, '18:45.9', 36.899351927669706, 98.60656573360268, 122, 86, 36, 'Female', 93.94347506728138, 1.8002313818097715, 0.062771576, 36, 28.98744682435185, 98, 'Low Risk'),
(86137, 76, 15, '17:45.9', 37.060555989436054, 97.89919389319223, 121, 80, 25, 'Male', 52.337954090338634, 1.814143475621444, 0.098556324, 41, 15.902795690451796, 93.66666666666667, 'High Risk'),
(86138, 92, 15, '16:45.9', 36.846646666037884, 95.01701348895415, 123, 89, 78, 'Male', 55.00053786638861, 1.878911353625781, 0.10710968936477366, 34, 15.579530119524177, 100.33333333333333, 'High Risk'),
(86139, 64, 14, '15:45.9', 36.677361108916806, 98.24624486555419, 133, 73, 46, 'Male', 90.42611988453571, 1.966918774092341, 0.079677198, 60, 23.373354429322635, 93, 'Low Risk'),
(86140, 70, 18, '14:45.9', 36.47904594736849, 98.82133382753098, 121, 75, 64, 'Male', 59.021142627986734, 1.5730923633823182, 0.12510227894970488, 46, 23.850592234860546, 90.33333333333333, 'Low Risk'),
(86141, 74, 14, '13:45.9', 37.10356347318604, 98.05429556115432, 120, 87, 20, 'Male', 99.17121142, 1.6987852233746927, 0.089209317, 33, 34.36439235717034, 98, 'High Risk'),
(86142, 61, 12, '12:45.9', 37.48232939000256, 98.84530983, 129, 75, 37, 'Male', 57.98485514147719, 1.7306922497295083, 0.099073413, 54, 19.35864156999484, 93, 'Low Risk'),
(86143, 67, 18, '11:45.9', 37.14417573648756, 98.45054378893143, 117, 84, 67, 'Male', 56.789964103579344, 1.5625880867494195, 0.13225317528695502, 33, 23.25854679758277, 95, 'Low Risk'),
(86144, 74, 15, '10:45.9', 36.019647184643404, 97.12205392418846, 114, 74, 80, 'Female', 79.82750740578138, 1.9311968255601872, 0.12048200039144559, 40, 21.404224181409592, 87.33333333333333, 'Low Risk'),
(86145, 69, 15, '09:45.9', 37.05358328052903, 97.87065884396308, 137, 70, 22, 'Female', 52.62820731901731, 1.5623998220001123, 0.057458872034658506, 67, 21.559278128911362, 92.33333333333333, 'Low Risk'),
(86146, 71, 18, '08:45.9', 36.95791173538895, 99.37517189354912, 114, 80, 45, 'Male', 53.375053990177555, 1.5250956527719548, 0.14848454939264294, 34, 22.947964060963454, 91.33333333333333, 'Low Risk'),
(86147, 74, 19, '07:45.9', 36.69784915702053, 97.02611775685381, 110, 80, 71, 'Female', 95.65769752155597, 1.556006424033375, 0.081659481, 30, 39.50910137641831, 90, 'High Risk'),
(86148, 61, 16, '06:45.9', 37.301018110924645, 99.60963304, 124, 88, 56, 'Female', 90.63558767393359, 1.8806813409742413, 0.093790578, 36, 25.62526253468541, 100, 'Low Risk'),
(86149, 86, 13, '05:45.9', 36.81073405603047, 97.18405832969428, 121, 70, 73, 'Male', 60.20351984802277, 1.6900174876600689, 0.058125271327169464, 51, 21.078489523505233, 87, 'Low Risk'),
(86150, 76, 12, '04:45.9', 36.62361498, 96.02189712267617, 117, 78, 52, 'Male', 53.477468037174006, 1.7817549054278068, 0.095308006, 39, 16.84515108436727, 91, 'High Risk'),
(86151, 70, 17, '03:45.9', 37.42173873333415, 99.89844652681538, 124, 84, 76, 'Male', 67.54079868930266, 1.635260829147072, 0.13206067538762878, 40, 25.257602512363057, 97.33333333333333, 'Low Risk'),
(86152, 82, 13, '02:45.9', 36.849358792200185, 96.77961590829443, 137, 85, 28, 'Female', 80.31540713019453, 1.6580142291555062, 0.056053362, 52, 29.21610781187534, 102.33333333333333, 'Low Risk'),
(86153, 99, 16, '01:45.9', 36.23200365871525, 95.52608040950395, 123, 77, 50, 'Female', 96.98121357594937, 1.9893455572831158, 0.053110246, 46, 24.50570254359966, 92.33333333333333, 'High Risk'),
(86154, 88, 17, '00:45.9', 36.703111499161224, 99.81417686926758, 114, 86, 39, 'Male', 68.01129122220037, 1.5509122652032326, 0.12375196126653723, 28, 28.275256873496463, 95.33333333333333, 'Low Risk'),
(86155, 68, 18, '59:45.9', 37.41233722917572, 96.65464954704547, 124, 78, 83, 'Male', 65.64879978, 1.8917610539298346, 0.11563330568031062, 46, 18.344007948065716, 93.33333333333333, 'High Risk'),
(86156, 97, 18, '58:45.9', 36.190686978488465, 99.27306565464113, 134, 70, 82, 'Male', 56.50299567040285, 1.8398625239611635, 0.053953516, 64, 16.691706015581648, 91.33333333333333, 'High Risk'),
(86157, 87, 14, '57:45.9', 36.42912920897259, 99.07089820168302, 120, 71, 76, 'Male', 71.51859316053529, 1.522931655286784, 0.092898643, 49, 30.836006962900033, 87.33333333333333, 'High Risk'),
(86158, 69, 18, '56:45.9', 37.32971109653714, 97.52388692853208, 127, 82, 36, 'Female', 70.48439904096618, 1.9995524540313414, 0.11553992040689622, 45, 17.628988660287863, 97, 'High Risk'),
(86159, 62, 15, '55:45.9', 37.33203926, 96.63266435188532, 136, 72, 31, 'Male', 64.49989724093402, 1.6151874577486933, 0.14958197367002185, 64, 24.72368237635865, 93.33333333333333, 'Low Risk'),
(86160, 76, 13, '54:45.9', 36.26520362, 97.59157386896219, 125, 76, 52, 'Male', 60.10147996, 1.5585552213628102, 0.064926959, 49, 24.742340397007926, 92.33333333333333, 'Low Risk'),
(86161, 99, 15, '53:45.9', 36.46896837876873, 95.61169393624505, 131, 85, 48, 'Female', 63.234354794346736, 1.7151818341692011, 0.12889091525784224, 46, 21.494767651646107, 100.33333333333333, 'High Risk'),
(86162, 93, 12, '52:45.9', 36.297697268591264, 96.90592193775583, 131, 70, 28, 'Male', 91.17713920528807, 1.7908565113753332, 0.13566482851879613, 61, 28.429183121698387, 90.33333333333333, 'High Risk'),
(86163, 85, 18, '51:45.9', 36.440726910356034, 98.48269778865574, 111, 82, 79, 'Male', 65.04592394081797, 1.567624863, 0.098783804, 29, 26.468894380838247, 91.66666666666667, 'Low Risk'),
(86164, 82, 13, '50:45.9', 36.25988336817657, 99.96669158394344, 119, 80, 39, 'Female', 63.81932255369563, 1.8805128628059564, 0.1183017777540621, 39, 18.04677372549842, 93, 'High Risk'),
(86165, 71, 14, '49:45.9', 36.52376365077542, 99.26309069000246, 126, 81, 36, 'Male', 62.04517234817982, 1.605447171760695, 0.1098945217195646, 45, 24.072209614026594, 96, 'Low Risk'),
(86166, 99, 13, '48:45.9', 37.11408775109248, 96.95001100023958, 118, 71, 53, 'Female', 50.49613660616869, 1.798704237934513, 0.14052404207247002, 47, 15.607690207193999, 86.66666666666667, 'High Risk'),
(86167, 77, 13, '47:45.9', 36.13985451791286, 97.30659154, 135, 87, 27, 'Male', 50.236563223031624, 1.8068837198823045, 0.14509303820313119, 48, 15.3871969, 103, 'High Risk'),
(86168, 70, 13, '46:45.9', 37.37245854, 99.24660588792557, 128, 71, 80, 'Female', 84.88924669228689, 1.778962648095401, 0.1462323479284234, 57, 26.823720836455546, 90, 'Low Risk'),
(86169, 72, 13, '45:45.9', 36.31920993135989, 95.65755350815735, 131, 86, 35, 'Female', 92.44271759123654, 1.6733039051936573, 0.14333976830556244, 45, 33.01589349951272, 101, 'High Risk'),
(86170, 60, 19, '44:45.9', 37.071731218802945, 96.47848176764049, 121, 85, 59, 'Female', 81.08663747794154, 1.604757360602172, 0.054107616, 36, 31.48694594945848, 97, 'High Risk'),
(86171, 60, 19, '43:45.9', 37.32726541976769, 95.38996277321303, 111, 79, 50, 'Male', 75.75449309436345, 1.857679789613557, 0.081212966, 32, 21.951625450618685, 89.66666666666667, 'Low Risk'),
(86172, 60, 18, '42:45.9', 36.45595336579336, 98.10331121837962, 134, 88, 41, 'Male', 82.37140338231555, 1.7322804948793735, 0.11640878297816794, 46, 27.449853726172503, 103.33333333333333, 'Low Risk'),
(86173, 60, 14, '41:45.9', 36.38072833136345, 98.29335203188603, 116, 71, 57, 'Female', 85.21146856847369, 1.781988504325757, 0.063162851, 45, 26.834175391758247, 86, 'Low Risk'),
(86174, 99, 14, '40:45.9', 37.19515933608836, 99.27933724970762, 137, 76, 82, 'Female', 89.00926044383928, 1.8189245458836611, 0.1087767573618155, 61, 26.903316772337092, 96.33333333333333, 'High Risk'),
(86175, 64, 19, '39:45.9', 36.51137175763769, 98.05004133684473, 137, 82, 79, 'Male', 53.88402692838339, 1.5058990220186372, 0.13609961709439178, 55, 23.761198478316334, 100.33333333333333, 'Low Risk'),
(86176, 96, 15, '38:45.9', 37.237453054177855, 97.19508818740228, 130, 88, 84, 'Female', 71.36833761205865, 1.8743485061288259, 0.07284407, 42, 20.31444174031599, 102, 'High Risk'),
(86177, 93, 16, '37:45.9', 36.613512051651206, 95.22052540634067, 112, 84, 52, 'Male', 86.94286342, 1.8702358127144039, 0.12535826460445154, 28, 24.856570118364395, 93.33333333333333, 'High Risk'),
(86178, 93, 14, '36:45.9', 37.24589346073749, 99.82005093680412, 115, 89, 33, 'Female', 88.65346211727667, 1.8722721616859916, 0.13320869789387013, 26, 25.29051892689389, 97.66666666666667, 'High Risk'),
(86179, 91, 12, '35:45.9', 37.421743550916695, 99.02217481606512, 116, 89, 77, 'Female', 62.677123699230506, 1.6430993150804636, 0.10581722500143462, 27, 23.21568106962342, 98, 'High Risk'),
(86180, 93, 14, '34:45.9', 36.19871891478941, 99.93525204792432, 129, 89, 39, 'Male', 81.68600476342911, 1.6683425110597117, 0.056460033, 40, 29.34791300027612, 102.33333333333333, 'High Risk'),
(86181, 64, 12, '33:45.9', 37.27725421295439, 98.14973703048793, 114, 73, 80, 'Female', 62.38094171333313, 1.9601301538088676, 0.058522047, 41, 16.236114568163337, 86.66666666666667, 'High Risk'),
(86182, 75, 19, '32:45.9', 36.33250895619032, 99.61566008221496, 116, 84, 87, 'Male', 71.8540615, 1.5890286769804927, 0.13492149980082613, 32, 28.456917284693198, 94.66666666666667, 'Low Risk'),
(86183, 99, 17, '31:45.9', 36.90173944372519, 99.76601998176443, 125, 81, 26, 'Male', 57.81925737410181, 1.9968798180777771, 0.092815462, 44, 14.50002175791819, 95.66666666666667, 'High Risk'),
(86184, 75, 19, '30:45.9', 36.68770616470572, 99.89365022814519, 111, 86, 36, 'Female', 73.97802956, 1.998337747574111, 0.076048382, 25, 18.525288299064304, 94.33333333333333, 'Low Risk'),
(86185, 66, 19, '29:45.9', 36.29861909156761, 99.39303301, 139, 72, 47, 'Female', 51.07009298250965, 1.9300033677734705, 0.13940244574466837, 67, 13.71041229359225, 94.33333333333333, 'High Risk'),
(86186, 69, 19, '28:45.9', 36.80418850617504, 97.84190741712827, 130, 88, 46, 'Female', 54.32204967377595, 1.7546377625707137, 0.08947828, 42, 17.644168828700245, 102, 'High Risk'),
(86187, 91, 19, '27:45.9', 37.38326877299922, 95.84071260816967, 139, 85, 32, 'Male', 97.63316834088309, 1.665321710996329, 0.10083985469988746, 54, 35.20473625, 103, 'High Risk'),
(86188, 65, 14, '26:45.9', 37.23680251024129, 98.74651342439715, 115, 72, 67, 'Female', 99.63431812, 1.6500119937296742, 0.1320792910466301, 43, 36.59609537921532, 86.33333333333333, 'High Risk'),
(86189, 68, 17, '25:45.9', 37.10631793888416, 95.12542137718147, 118, 70, 61, 'Female', 96.77288558841198, 1.733876485592872, 0.12525848421006963, 48, 32.18973322212258, 86, 'High Risk'),
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(86367, 62, 14, '27:45.9', 36.276705086421245, 95.04261728593322, 129, 72, 36, 'Female', 75.06880160080686, 1.9918086538310522, 0.12414954027859035, 57, 18.92187865263954, 91, 'Low Risk'),
(86368, 63, 14, '26:45.9', 36.48870182120441, 95.45079639403264, 120, 81, 71, 'Female', 67.39865849160188, 1.6289171328391594, 0.081533221, 39, 25.401143616888127, 94, 'Low Risk'),
(86369, 73, 13, '25:45.9', 36.17565020017628, 98.31459480551743, 126, 73, 78, 'Male', 66.93466612808903, 1.5719602647303608, 0.14123284001692452, 53, 27.08744069913628, 90.66666666666666, 'Low Risk'),
(86370, 86, 18, '24:45.9', 36.10483174, 99.78303887, 120, 81, 26, 'Male', 57.180177501236116, 1.7144658557974457, 0.1475989193441738, 39, 19.45305516502613, 94, 'Low Risk'),
(86371, 79, 15, '23:45.9', 36.643167610655745, 95.70463647253268, 128, 77, 62, 'Male', 53.76276133023533, 1.777658236283803, 0.093272605, 51, 17.013161626322585, 94, 'High Risk'),
(86372, 92, 19, '22:45.9', 36.42272387036513, 99.41308905365182, 132, 72, 88, 'Male', 61.17548262388104, 1.7095308568173084, 0.1224196420941035, 60, 20.93261645129433, 92, 'High Risk'),
(86373, 68, 17, '21:45.9', 36.68560548722899, 97.18958238, 111, 77, 85, 'Male', 90.11330294456592, 1.6060533531293824, 0.12664136223189687, 34, 34.93566153388583, 88.33333333333333, 'High Risk'),
(86374, 61, 15, '20:45.9', 37.397178148242496, 97.14788520191863, 126, 78, 36, 'Female', 52.13209104865723, 1.7285591770821023, 0.056756088343013045, 48, 17.44763794907224, 94, 'High Risk'),
(86375, 66, 17, '19:45.9', 37.18556528286257, 99.63796355611068, 117, 71, 88, 'Female', 79.23991139, 1.9349768137115722, 0.10499983817335831, 46, 21.16374160653181, 86.33333333333333, 'Low Risk'),
(86376, 98, 12, '18:45.9', 37.42883888512323, 95.04752557, 120, 71, 23, 'Female', 59.258843573323155, 1.9715370526519271, 0.10800664048835906, 49, 15.245556612057984, 87.33333333333333, 'High Risk'),
(86377, 82, 15, '17:45.9', 36.44623721351045, 95.67945646902743, 127, 82, 76, 'Male', 90.15532807696653, 1.6329604636885047, 0.13319238323128024, 45, 33.80960198547155, 97, 'High Risk'),
(86378, 83, 19, '16:45.9', 37.274026243919955, 99.82763675, 131, 73, 86, 'Male', 64.39814285056768, 1.853042825149409, 0.078314799, 58, 18.754367870767446, 92.33333333333333, 'Low Risk'),
(86379, 69, 13, '15:45.9', 36.86403961, 99.84811290434216, 111, 84, 59, 'Male', 96.38280953533112, 1.7150293486586925, 0.11713690336441884, 27, 32.76849300454357, 93, 'High Risk'),
(86380, 78, 19, '14:45.9', 36.92679761811833, 97.59640905994576, 134, 75, 35, 'Male', 50.47754645, 1.9918436390810697, 0.082636462, 59, 12.722947964668982, 94.66666666666666, 'High Risk'),
(86381, 88, 16, '13:45.9', 37.20701941603324, 99.54751008010464, 134, 70, 58, 'Female', 66.33395813391985, 1.7933367700930312, 0.11291987927522502, 64, 20.625866661539092, 91.33333333333333, 'Low Risk'),
(86382, 90, 12, '12:45.9', 36.49218801682993, 96.99990093255201, 139, 89, 51, 'Female', 84.16601159205963, 1.7272509496788957, 0.06434705, 50, 28.211479809103654, 105.66666666666666, 'Low Risk'),
(86383, 70, 17, '11:45.9', 36.24671300351115, 97.04412165058069, 123, 88, 44, 'Female', 74.50893664939372, 1.6359364086986508, 0.14692858290977912, 35, 27.84040376304273, 99.66666666666667, 'Low Risk'),
(86384, 61, 13, '10:45.9', 36.66145142172544, 97.77623972754971, 139, 80, 45, 'Male', 84.24751928085107, 1.7964149982646243, 0.12306244140014207, 59, 26.10620698398462, 99.66666666666666, 'Low Risk'),
(86385, 62, 16, '09:45.9', 36.58588639447301, 95.65508223824226, 137, 86, 64, 'Female', 60.27947374013595, 1.825208894659301, 0.085540397, 51, 18.094404681139938, 103, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(86387, 83, 15, '07:45.9', 37.246788897360105, 95.1678886, 137, 77, 66, 'Female', 79.85555576310531, 1.6183410975360664, 0.10327515340113502, 60, 30.490532582706162, 97, 'High Risk'),
(86388, 71, 14, '06:45.9', 37.47470237935438, 96.36757246853959, 120, 78, 34, 'Male', 77.41920089726459, 1.6708101322677211, 0.13971169449426712, 42, 27.732848791646134, 92, 'Low Risk'),
(86389, 76, 16, '05:45.9', 37.31547336, 97.53761567504193, 126, 77, 82, 'Female', 61.607635294845615, 1.6379831001181187, 0.066538079, 49, 22.96231689614467, 93.33333333333333, 'Low Risk'),
(86390, 83, 16, '04:45.9', 36.94426817461971, 96.33972076835487, 118, 79, 18, 'Female', 84.7795128, 1.8322597889268308, 0.13880747172794414, 39, 25.25322308595484, 92, 'Low Risk'),
(86391, 99, 15, '03:45.9', 36.201895424761126, 98.42451350374797, 139, 88, 31, 'Female', 62.32997095018722, 1.9192789750328485, 0.07328301, 51, 16.920793012175306, 105, 'High Risk'),
(86392, 78, 12, '02:45.9', 37.29598492752829, 95.32933827, 119, 81, 82, 'Male', 66.45393532018319, 1.689923719, 0.0849644, 38, 23.26947050863077, 93.66666666666667, 'Low Risk'),
(86393, 69, 13, '01:45.9', 36.98579588419016, 97.44758673, 122, 71, 29, 'Female', 88.41576320442803, 1.754469247496906, 0.14144898231785002, 51, 28.723554324488163, 88, 'Low Risk'),
(86394, 76, 13, '00:45.9', 36.937006955387815, 95.87994239688113, 118, 84, 54, 'Female', 99.53614248865685, 1.6469564767241838, 0.059246766, 34, 36.695816956866565, 95.33333333333333, 'High Risk'),
(86395, 76, 15, '59:45.9', 36.165946490605805, 95.42395810093974, 116, 85, 84, 'Male', 59.16892073946935, 1.862769474607879, 0.063712095, 31, 17.05200387601862, 95.33333333333333, 'High Risk'),
(86396, 83, 19, '58:45.9', 37.236096949226365, 95.62435855878499, 116, 82, 48, 'Male', 74.15725681862041, 1.893388095271589, 0.092325592, 34, 20.685897670054114, 93.33333333333333, 'Low Risk'),
(86397, 91, 16, '57:45.9', 37.27973799352351, 99.24300609497715, 113, 74, 31, 'Female', 62.18235056265429, 1.9755687024361837, 0.059780834, 39, 15.932460857935991, 87, 'High Risk'),
(86398, 60, 13, '56:45.9', 37.08404014641315, 99.11783306903443, 120, 86, 85, 'Male', 82.45509028414227, 1.5052312587169396, 0.10247459954605295, 34, 36.39242656464011, 97.33333333333333, 'High Risk'),
(86399, 86, 17, '55:45.9', 36.82688433540582, 98.23359538457487, 113, 81, 44, 'Male', 57.53113570020058, 1.650906571, 0.088195019, 32, 21.108528289084312, 91.66666666666667, 'Low Risk'),
(86400, 81, 16, '54:45.9', 37.08088418089827, 97.63444214899205, 120, 83, 74, 'Male', 53.26171689963111, 1.9960576200126954, 0.052611114, 37, 13.368079330453613, 95.33333333333333, 'High Risk'),
(86401, 71, 15, '53:45.9', 36.472411210037016, 99.85320817876236, 126, 79, 88, 'Female', 97.66425444149856, 1.7904066299796462, 0.05716342, 47, 30.467181814215426, 94.66666666666667, 'High Risk'),
(86402, 68, 18, '52:45.9', 36.86289093853254, 97.44157971658386, 123, 84, 31, 'Female', 72.70010393437383, 1.8761079482577325, 0.053065481768700795, 39, 20.65472347345288, 97, 'Low Risk'),
(86403, 73, 12, '51:45.9', 36.15030107749321, 95.81584784, 127, 78, 64, 'Female', 57.96441340674315, 1.8085642816148462, 0.060400681, 49, 17.72121710867334, 94.33333333333333, 'High Risk'),
(86404, 81, 13, '50:45.9', 37.039017109211464, 98.10022052047788, 115, 86, 18, 'Male', 76.79829060664166, 1.634721060410546, 0.13513891313361676, 29, 28.73850936518571, 95.66666666666667, 'Low Risk'),
(86405, 97, 16, '49:45.9', 36.47441193165864, 97.20268990896912, 135, 84, 83, 'Male', 83.69835893561213, 1.6846891669036415, 0.1206227309846826, 51, 29.490176815422533, 101, 'High Risk'),
(86406, 98, 16, '48:45.9', 36.235858680843535, 98.54726485296297, 123, 87, 59, 'Female', 68.00990452629371, 1.541891943492737, 0.14329046225471298, 36, 28.60647111825682, 99, 'High Risk'),
(86407, 67, 19, '47:45.9', 36.63386527171424, 95.56309848720335, 133, 71, 39, 'Male', 64.96124607029356, 1.899748557797453, 0.081124717, 62, 17.999568744294017, 91.66666666666666, 'High Risk'),
(86408, 72, 12, '46:45.9', 37.38204887277619, 96.49580147384728, 115, 82, 82, 'Male', 94.18147456, 1.9152330867504883, 0.052263159, 33, 25.675695354913827, 93, 'Low Risk'),
(86409, 81, 16, '45:45.9', 36.52772552670427, 99.15875082041853, 112, 76, 42, 'Male', 51.16376750243984, 1.99923718, 0.077671708, 36, 12.800704652747196, 88, 'High Risk'),
(86410, 60, 12, '44:45.9', 37.38049363, 98.49001371145765, 117, 85, 79, 'Male', 56.06964874881244, 1.6890442227828946, 0.1474548766451625, 32, 19.653766611276303, 95.66666666666667, 'Low Risk'),
(86411, 97, 13, '43:45.9', 36.93449809357963, 95.09317507785258, 119, 89, 46, 'Female', 50.11286880820774, 1.5942328981667053, 0.064588377, 30, 19.717222248208337, 99, 'High Risk'),
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(86413, 86, 14, '41:45.9', 36.794876155524605, 96.51279204718126, 111, 75, 66, 'Male', 85.76920739157515, 1.5427840831440285, 0.1312002416081472, 36, 36.034715491100165, 87, 'High Risk'),
(86414, 90, 17, '40:45.9', 36.427318238446595, 97.78413553281484, 122, 75, 77, 'Female', 52.33791620548121, 1.9370947521037434, 0.058507874776497576, 47, 13.948088632993635, 90.66666666666667, 'High Risk'),
(86415, 61, 19, '39:45.9', 36.14225370005799, 95.06235538979269, 116, 87, 19, 'Male', 78.74533128693277, 1.9363702997075771, 0.11014582907482307, 29, 21.001387533274173, 96.66666666666667, 'Low Risk'),
(86416, 99, 19, '38:45.9', 36.406430885801896, 98.77124307852371, 119, 88, 81, 'Male', 92.02629668, 1.8272562165863377, 0.062285955, 31, 27.562147295998223, 98.33333333333333, 'High Risk'),
(86417, 69, 14, '37:45.9', 36.51271176394827, 98.24910466816296, 120, 81, 73, 'Male', 66.07704191972762, 1.558444763966154, 0.12365645584667287, 39, 27.206192353987028, 94, 'Low Risk'),
(86418, 83, 12, '36:45.9', 37.24976312561592, 99.40012490498286, 118, 72, 77, 'Male', 59.04414320902587, 1.881187117215728, 0.14906859867788835, 46, 16.684486045644714, 87.33333333333333, 'High Risk'),
(86419, 92, 19, '35:45.9', 36.10848209678745, 95.86748390556224, 130, 86, 89, 'Female', 82.53424185577737, 1.8177019882489118, 0.08397368, 44, 24.979791078239398, 100.66666666666667, 'High Risk'),
(86420, 61, 12, '34:45.9', 36.17237820397978, 97.43607523557763, 126, 80, 24, 'Male', 51.83908186626224, 1.771994355724814, 0.11167582337291945, 46, 16.509451038420618, 95.33333333333333, 'High Risk'),
(86421, 96, 14, '33:45.9', 36.800208911269024, 95.81991679269603, 138, 80, 31, 'Male', 75.58290754333558, 1.958312760628787, 0.082049528, 58, 19.708768430937035, 99.33333333333333, 'High Risk'),
(86422, 66, 12, '32:45.9', 36.71198853954635, 96.88170554852813, 132, 84, 68, 'Female', 94.07571510196806, 1.6354015680687146, 0.075301622, 48, 35.174562837428624, 100, 'High Risk'),
(86423, 94, 18, '31:45.9', 36.637150259593355, 95.67141626702106, 124, 76, 21, 'Female', 72.29305535789386, 1.635036091097958, 0.1437922279570582, 48, 27.042192056491086, 92, 'High Risk'),
(86424, 86, 13, '30:45.9', 36.92919430646307, 96.89988369211025, 138, 73, 23, 'Male', 83.01464932, 1.848256765750022, 0.071224934, 65, 24.30133477696483, 94.66666666666666, 'Low Risk'),
(86425, 82, 15, '29:45.9', 36.414881888544805, 98.24204628577533, 138, 75, 80, 'Male', 84.00107217554569, 1.8555277272102446, 0.1499806257189869, 63, 24.39775874658432, 96, 'Low Risk'),
(86426, 61, 13, '28:45.9', 37.369900804603546, 98.63279526213265, 114, 85, 35, 'Male', 58.26960489548457, 1.7309524296901506, 0.11803829680211915, 29, 19.447859483080975, 94.66666666666667, 'Low Risk'),
(86427, 96, 19, '27:45.9', 36.54882143, 95.3937972, 138, 73, 55, 'Male', 87.28046085173345, 1.8387884907786352, 0.12154670574060063, 65, 25.813891312374867, 94.66666666666666, 'High Risk'),
(86428, 92, 13, '26:45.9', 37.41337017672936, 95.86279518092869, 122, 76, 26, 'Male', 64.42945717204917, 1.5445545536470893, 0.071520998, 46, 27.007100963094416, 91.33333333333333, 'High Risk'),
(86429, 95, 19, '25:45.9', 36.26134432126301, 99.15685423596557, 125, 86, 55, 'Male', 74.57811254212193, 1.9333121867658987, 0.13294351565319043, 39, 19.95296362055981, 99, 'High Risk'),
(86430, 87, 14, '24:45.9', 36.52349867, 99.24510603266927, 124, 70, 20, 'Male', 64.18461277681376, 1.573416894492072, 0.14888939530238593, 54, 25.926465079471875, 88, 'Low Risk'),
(86431, 60, 15, '23:45.9', 37.27355016442809, 97.04766979600154, 137, 71, 69, 'Male', 91.89773424096612, 1.775538303241372, 0.075412602, 66, 29.150413025854196, 93, 'Low Risk'),
(86432, 61, 15, '22:45.9', 36.469178124375524, 95.95723824349707, 136, 76, 58, 'Female', 99.2254574, 1.9161335384450764, 0.057257582, 60, 27.02536477657859, 96, 'Low Risk'),
(86433, 63, 14, '21:45.9', 36.97037663, 95.57434671, 137, 86, 51, 'Female', 98.60461755670815, 1.870553026263623, 0.10720316069893299, 51, 28.18105223309502, 103, 'Low Risk'),
(86434, 96, 18, '20:45.9', 37.20395354332979, 96.66174081, 137, 75, 70, 'Female', 74.67927616631601, 1.897780285, 0.14053562895921828, 62, 20.73520046781177, 95.66666666666666, 'High Risk'),
(86435, 62, 16, '19:45.9', 37.261767847667755, 97.71961010168847, 136, 77, 56, 'Male', 58.57344410608067, 1.8326847851632744, 0.056153896, 59, 17.43914595380927, 96.66666666666666, 'High Risk'),
(86436, 95, 18, '18:45.9', 36.88492549538351, 98.80810140287176, 122, 81, 70, 'Female', 70.20129915571309, 1.5253931340569653, 0.095260116, 41, 30.17043520115552, 94.66666666666667, 'High Risk'),
(86437, 79, 15, '17:45.9', 37.32569411393302, 95.08804781371684, 119, 72, 28, 'Female', 73.69137394336796, 1.9520000545550489, 0.092946547, 47, 19.340023742009393, 87.66666666666667, 'Low Risk'),
(86438, 74, 19, '16:45.9', 36.007091909252544, 98.20046885156313, 114, 86, 35, 'Male', 87.03568063377702, 1.6795047755264587, 0.10774386255274787, 28, 30.855660244092544, 95.33333333333333, 'High Risk'),
(86439, 84, 12, '15:45.9', 37.354256650050246, 99.48416027440014, 130, 84, 60, 'Female', 62.976914432437994, 1.5117108119475944, 0.055864749, 46, 27.55776168040472, 99.33333333333333, 'Low Risk'),
(86440, 96, 19, '14:45.9', 37.35349704182348, 97.53313598366476, 133, 78, 84, 'Male', 69.26151268, 1.9598335459194456, 0.078076476, 55, 18.03240272861017, 96.33333333333333, 'High Risk'),
(86441, 98, 13, '13:45.9', 37.158918836025165, 95.25900248465835, 111, 81, 53, 'Male', 97.87592479174305, 1.7004462315803683, 0.078013965, 30, 33.849329507354376, 91, 'High Risk'),
(86442, 77, 15, '12:45.9', 36.63469309943578, 95.79608854772819, 110, 73, 46, 'Female', 80.15223533981798, 1.8007393366435132, 0.13825976274381643, 37, 24.71803457194628, 85.33333333333333, 'Low Risk'),
(86443, 86, 14, '11:45.9', 37.22973063467686, 95.23690176085913, 118, 75, 89, 'Male', 98.47036538440409, 1.6498263084603177, 0.07830748, 43, 36.17671263045927, 89.33333333333333, 'High Risk'),
(86444, 74, 13, '10:45.9', 36.26905860945053, 97.48415813548509, 113, 85, 26, 'Female', 87.26461146599584, 1.7143785839708554, 0.066530774, 28, 29.690991022666754, 94.33333333333333, 'Low Risk'),
(86445, 75, 12, '09:45.9', 37.20156217, 96.99320331825255, 117, 71, 65, 'Male', 59.95945491312594, 1.8436134233800616, 0.0635086, 46, 17.64078686664592, 86.33333333333333, 'High Risk'),
(86446, 80, 19, '08:45.9', 37.08489966756919, 97.10049874328712, 125, 81, 32, 'Female', 62.661814563453525, 1.5750090765302553, 0.13574358185163182, 44, 25.26020351529066, 95.66666666666667, 'Low Risk'),
(86447, 66, 15, '07:45.9', 36.45660912798809, 96.00418468327854, 113, 71, 38, 'Female', 83.91303808332034, 1.804731050174921, 0.1204689561516706, 42, 25.7634764, 85, 'Low Risk'),
(86448, 99, 15, '06:45.9', 37.27883506073932, 99.11199203452863, 119, 74, 62, 'Male', 56.485249023595145, 1.8052383493705946, 0.09544864, 45, 17.33268906121348, 89, 'High Risk'),
(86449, 69, 17, '05:45.9', 36.90888195898117, 95.97261569603926, 111, 70, 35, 'Female', 78.53645806207928, 1.5620244195224187, 0.054785932, 41, 32.18812453611335, 83.66666666666667, 'High Risk'),
(86450, 68, 19, '04:45.9', 37.449386096961206, 99.33333142174168, 134, 73, 83, 'Male', 63.315214807159514, 1.5373204311525064, 0.11334741995716154, 61, 26.790405463063436, 93.33333333333333, 'Low Risk'),
(86451, 68, 16, '03:45.9', 36.587905211933055, 99.58137971231442, 131, 75, 37, 'Male', 96.30007439465189, 1.5366360436323827, 0.11712891520819965, 56, 40.783509121026654, 93.66666666666666, 'High Risk'),
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(86628, 84, 16, '06:45.9', 37.29650463519543, 96.63988719866938, 119, 73, 66, 'Female', 72.90295302197313, 1.6070505289734074, 0.13882963856609976, 46, 28.228386565047554, 88.33333333333333, 'Low Risk'),
(86629, 68, 19, '05:45.9', 37.40224162091451, 96.75008664188086, 110, 78, 80, 'Female', 88.77467257603769, 1.6474983148539142, 0.14261046241122902, 32, 32.70688027, 88.66666666666667, 'High Risk'),
(86630, 93, 14, '04:45.9', 36.18186148138782, 95.53916863, 116, 70, 25, 'Female', 95.80843829702405, 1.7885868198332722, 0.11823162750789672, 46, 29.94909537790495, 85.33333333333333, 'High Risk'),
(86631, 89, 16, '03:45.9', 36.871506231765174, 96.41031783003639, 132, 72, 86, 'Female', 77.80293576616336, 1.612707758244493, 0.059880818, 60, 29.91469878717227, 92, 'Low Risk'),
(86632, 70, 19, '02:45.9', 37.27194983741634, 97.65959129105559, 117, 72, 32, 'Male', 77.40980729390306, 1.6362794486657033, 0.052577519802091625, 45, 28.912193030718463, 87, 'Low Risk'),
(86633, 77, 17, '01:45.9', 37.06813707704508, 99.17035717931957, 122, 71, 58, 'Male', 97.20212555245851, 1.9528272471969914, 0.10930782184376156, 51, 25.488724891868983, 88, 'Low Risk'),
(86634, 72, 16, '00:45.9', 36.58450158923638, 99.59589123971212, 134, 84, 28, 'Female', 65.47404884655221, 1.6643148358498059, 0.13553934427787934, 50, 23.637319690403732, 100.66666666666666, 'Low Risk'),
(86635, 65, 17, '59:45.9', 37.38185434944549, 95.52333074, 132, 74, 25, 'Male', 55.84674972, 1.6882234870777628, 0.10426455863943188, 58, 19.59467326968521, 93.33333333333333, 'Low Risk'),
(86636, 80, 14, '58:45.9', 37.14323430150644, 97.40709423, 129, 72, 73, 'Female', 81.75196036386863, 1.9781805165891668, 0.083755582, 57, 20.891341838662346, 91, 'Low Risk'),
(86637, 65, 13, '57:45.9', 36.44480327369563, 99.55342232078478, 128, 70, 59, 'Female', 92.72343319, 1.931394618601512, 0.079265055, 58, 24.85692886656292, 89.33333333333333, 'Low Risk'),
(86638, 84, 12, '56:45.9', 37.32825747773232, 95.87852184, 129, 72, 81, 'Female', 86.96029324894705, 1.5670929962196267, 0.060771232046282736, 57, 35.41045085578134, 91, 'High Risk'),
(86639, 66, 17, '55:45.9', 36.566911102181734, 99.19932009482022, 119, 73, 74, 'Male', 99.77001551980028, 1.604079667594887, 0.054310641329218395, 46, 38.77467548731649, 88.33333333333333, 'High Risk'),
(86640, 73, 17, '54:45.9', 37.299401166012814, 99.14315927083219, 120, 75, 19, 'Female', 83.08152466410763, 1.6735607757432458, 0.13738314776194746, 45, 29.66343775680566, 90, 'Low Risk'),
(86641, 84, 13, '53:45.9', 37.15463517717595, 96.86241962234163, 114, 72, 50, 'Female', 98.78311586, 1.746478488420167, 0.055358181344566174, 42, 32.385920038794104, 86, 'High Risk'),
(86642, 79, 16, '52:45.9', 36.31561043995814, 95.60901535961557, 137, 76, 26, 'Male', 62.82778978385648, 1.9380540959336763, 0.10389424985392987, 61, 16.727074519475295, 96.33333333333333, 'High Risk'),
(86643, 61, 17, '51:45.9', 36.55173463464972, 99.95340280123546, 124, 80, 72, 'Female', 57.786761824914365, 1.5967078355796631, 0.10960737070330295, 44, 22.666133674122474, 94.66666666666667, 'Low Risk'),
(86644, 89, 16, '50:45.9', 37.39228559321203, 96.49471911511058, 133, 83, 77, 'Female', 65.85805026135051, 1.8188692310740824, 0.10067271258968147, 50, 19.907004593741267, 99.66666666666666, 'Low Risk'),
(86645, 67, 14, '49:45.9', 36.93912002, 99.50110637, 133, 86, 87, 'Female', 51.71399949740603, 1.6658630054233008, 0.096608902, 47, 18.635006965613456, 101.66666666666667, 'Low Risk'),
(86646, 77, 12, '48:45.9', 37.10470136668575, 98.15670177178448, 113, 85, 89, 'Male', 94.54099908778727, 1.9035940856139515, 0.13129349699945042, 28, 26.089844697671317, 94.33333333333333, 'Low Risk'),
(86647, 99, 13, '47:45.9', 37.09978865297839, 97.99396036195064, 121, 70, 68, 'Female', 66.32987035033653, 1.8711130605758484, 0.083398985, 51, 18.945631594078222, 87, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(86649, 83, 17, '45:45.9', 37.00846299552057, 96.27896647549343, 115, 78, 51, 'Female', 72.57344326028586, 1.5470852129832728, 0.062809239, 37, 30.32140061067257, 90.33333333333333, 'High Risk'),
(86650, 87, 13, '44:45.9', 36.92101360960093, 95.07628124487383, 132, 74, 84, 'Female', 72.42641587875667, 1.890545731485617, 0.064099503, 58, 20.263880684517467, 93.33333333333333, 'Low Risk'),
(86651, 87, 18, '43:45.9', 36.69700123, 96.18362191503351, 137, 86, 46, 'Female', 83.99304207, 1.867726165, 0.11120561489224201, 51, 24.07780567706417, 103, 'Low Risk'),
(86652, 63, 17, '42:45.9', 36.59671017116654, 96.93996315174616, 122, 70, 22, 'Female', 60.354012797501426, 1.5523139774997774, 0.063174512, 52, 25.046498182384834, 87.33333333333333, 'Low Risk'),
(86653, 67, 16, '41:45.9', 37.35408736766269, 97.30148906997766, 129, 83, 74, 'Male', 85.98555357502187, 1.8050360618975854, 0.057410992, 46, 26.390871121628287, 98.33333333333333, 'Low Risk'),
(86654, 68, 15, '40:45.9', 36.587541161052954, 98.31673368005542, 118, 82, 88, 'Female', 89.93267895815558, 1.7867846390163709, 0.11087660007749053, 36, 28.16910899405459, 94, 'Low Risk'),
(86655, 74, 19, '39:45.9', 37.22581028820317, 95.91539225242784, 129, 86, 78, 'Female', 55.709675498213855, 1.7087144647735144, 0.1368018198917001, 43, 19.080582856135827, 100.33333333333333, 'Low Risk'),
(86656, 96, 12, '38:45.9', 36.16940352822957, 95.44063398505116, 134, 77, 76, 'Female', 52.76667295528789, 1.7296127424985541, 0.12210671758894119, 57, 17.63851259525049, 96, 'High Risk'),
(86657, 79, 19, '37:45.9', 36.93723198335124, 95.86021560269194, 130, 77, 69, 'Male', 97.36012794961162, 1.661215412805837, 0.14634365381241266, 53, 35.280053274120405, 94.66666666666666, 'High Risk'),
(86658, 73, 15, '36:45.9', 37.04136964727762, 96.32077452402095, 133, 78, 43, 'Male', 56.97844721137293, 1.919461050968958, 0.055242895884151336, 55, 15.465073970257679, 96.33333333333333, 'High Risk'),
(86659, 90, 19, '35:45.9', 36.58437893, 98.14724526682481, 126, 86, 61, 'Male', 69.35042737460496, 1.5436873955581074, 0.1271551832589648, 40, 29.10250855621162, 99.33333333333333, 'Low Risk'),
(86660, 87, 15, '34:45.9', 36.73269625276026, 96.19734502612052, 133, 77, 31, 'Male', 59.78071679585153, 1.831600625754175, 0.085652456, 56, 17.819665671704765, 95.66666666666666, 'High Risk'),
(86661, 86, 16, '33:45.9', 37.44221337, 96.02029051560416, 121, 88, 24, 'Male', 79.16002070020713, 1.7978685754619566, 0.10210032667051519, 33, 24.490069409909246, 99, 'Low Risk'),
(86662, 81, 18, '32:45.9', 37.39700642, 96.23130544055535, 133, 78, 62, 'Male', 85.38189014545856, 1.8874726731154796, 0.064502806, 55, 23.96648918524125, 96.33333333333333, 'Low Risk'),
(86663, 71, 16, '31:45.9', 36.822216368925105, 98.18345873151767, 137, 70, 59, 'Female', 82.35560777541717, 1.641107436, 0.083913833, 67, 30.57870929523569, 92.33333333333333, 'High Risk'),
(86664, 90, 14, '30:45.9', 36.355158284492035, 96.96309862172146, 116, 77, 26, 'Female', 96.58187759912042, 1.6675624977097567, 0.10394392367614114, 39, 34.73212895822946, 90, 'High Risk'),
(86665, 99, 15, '29:45.9', 37.07896774384389, 97.97579125362859, 125, 74, 51, 'Female', 82.62606543095379, 1.5912156918327758, 0.07479029, 51, 32.633147706012636, 91, 'High Risk'),
(86666, 81, 17, '28:45.9', 36.084812564516035, 98.66817404490624, 129, 78, 43, 'Female', 76.97957831107558, 1.9303536994978625, 0.092177231, 51, 20.658640741041143, 95, 'Low Risk'),
(86667, 93, 16, '27:45.9', 36.00218952100523, 96.77667368147112, 139, 81, 48, 'Male', 55.93736117362974, 1.5115914252319536, 0.13378322980939816, 58, 24.481224444544303, 100.33333333333333, 'High Risk'),
(86668, 66, 14, '26:45.9', 36.247941602249604, 96.77584147065923, 120, 86, 46, 'Male', 74.35113360886398, 1.9679576584941603, 0.11825771280522951, 34, 19.198004721976023, 97.33333333333333, 'Low Risk'),
(86669, 78, 13, '25:45.9', 37.11868111207973, 99.12651509792715, 131, 83, 22, 'Female', 91.95146847, 1.929835899868328, 0.09294651, 48, 24.689819052233283, 99, 'Low Risk'),
(86670, 84, 13, '24:45.9', 36.932930696894765, 95.63609710674575, 115, 87, 65, 'Female', 82.31963861737805, 1.8349590928267738, 0.12981298450764653, 28, 24.448413456271485, 96.33333333333333, 'Low Risk'),
(86671, 70, 13, '23:45.9', 37.07072204, 98.10539117844915, 137, 87, 88, 'Female', 73.40961557583398, 1.710148971190432, 0.1354380430527073, 50, 25.100655483705733, 103.66666666666666, 'Low Risk'),
(86672, 62, 19, '22:45.9', 36.7167625, 98.98513825193429, 128, 83, 34, 'Male', 62.334103975942064, 1.8872336907168807, 0.094791382, 45, 17.50146320255468, 98, 'High Risk'),
(86673, 93, 14, '21:45.9', 37.49252918166759, 96.70292412013765, 135, 80, 22, 'Male', 80.75677537049164, 1.6493776265849593, 0.1404834384956945, 55, 29.685117400935493, 98.33333333333333, 'High Risk'),
(86674, 81, 19, '20:45.9', 36.84868784720956, 98.20076194302582, 120, 72, 68, 'Female', 74.35471613817508, 1.9572891729445219, 0.056996106, 48, 19.408793192238623, 88, 'Low Risk'),
(86675, 68, 15, '19:45.9', 37.07088353353929, 97.24982979091375, 121, 77, 34, 'Male', 75.28891406751804, 1.7695813715821553, 0.14932892515006996, 44, 24.04307202742319, 91.66666666666667, 'Low Risk'),
(86676, 85, 19, '18:45.9', 36.01905359173678, 98.74115110080318, 118, 81, 69, 'Female', 92.51506153345142, 1.6556214757314045, 0.10277795496430248, 37, 33.75128713401055, 93.33333333333333, 'High Risk'),
(86677, 74, 16, '17:45.9', 37.48055335477468, 98.64845322714686, 116, 72, 85, 'Male', 67.05840410034884, 1.5555446429591733, 0.12595255023012736, 44, 27.713300728190735, 86.66666666666667, 'Low Risk'),
(86678, 74, 18, '16:45.9', 37.271033565324984, 96.06176178424168, 137, 83, 79, 'Male', 60.48920940172583, 1.894473502021804, 0.073947158, 54, 16.853916498922096, 101, 'High Risk'),
(86679, 98, 14, '15:45.9', 36.918420048258554, 99.05853800283553, 118, 86, 57, 'Female', 77.16869326098816, 1.6255808363414548, 0.14594950362375586, 32, 29.202767078459633, 96.66666666666667, 'High Risk'),
(86680, 63, 16, '14:45.9', 36.60697946991419, 98.96156133261329, 133, 77, 45, 'Female', 68.94143743632426, 1.8624658156458556, 0.074599137, 56, 19.874843319977835, 95.66666666666666, 'Low Risk'),
(86681, 95, 19, '13:45.9', 36.15746189775259, 98.90191965, 117, 81, 82, 'Male', 98.16153818570133, 1.8998858843708897, 0.087781, 36, 27.194828415618332, 93, 'High Risk'),
(86682, 65, 12, '12:45.9', 36.89385260512121, 95.42498828157424, 116, 71, 76, 'Female', 90.97509798702845, 1.9601390239658683, 0.093113313, 45, 23.67820531143182, 86, 'Low Risk'),
(86683, 77, 19, '11:45.9', 37.39236339423407, 95.85577002642876, 136, 89, 55, 'Male', 79.81609871003245, 1.8346421455626645, 0.11662960151161823, 47, 23.71306896873843, 104.66666666666667, 'Low Risk'),
(86684, 62, 15, '10:45.9', 36.60144292588685, 99.84604539999125, 111, 83, 62, 'Female', 88.67454612358824, 1.7428431336973818, 0.057098610798920105, 28, 29.193245178281465, 92.33333333333333, 'Low Risk'),
(86685, 79, 12, '09:45.9', 36.93074641115409, 96.54626893647513, 136, 87, 30, 'Female', 98.63403023657182, 1.940134629921937, 0.069304746, 49, 26.203725655258435, 103.33333333333333, 'Low Risk'),
(86686, 82, 19, '08:45.9', 36.56222034263713, 98.31417937827422, 139, 70, 59, 'Female', 63.769641092423925, 1.6041551023834288, 0.057885465, 69, 24.78113871477357, 93, 'Low Risk'),
(86687, 62, 15, '07:45.9', 36.88309738858456, 96.75754979699518, 112, 88, 53, 'Male', 71.11684132162881, 1.8993032199488067, 0.11208134292962915, 24, 19.71441298256086, 96, 'Low Risk'),
(86688, 81, 16, '06:45.9', 36.65936749180564, 98.33432719837282, 115, 80, 56, 'Male', 97.30912964544876, 1.809053105262636, 0.12050052994771089, 35, 29.733837004881725, 91.66666666666667, 'Low Risk'),
(86689, 93, 19, '05:45.9', 37.054392040240955, 98.76163107088746, 135, 80, 87, 'Female', 89.30752221612397, 1.9250695011849206, 0.11390448582504333, 55, 24.098788667607156, 98.33333333333333, 'High Risk'),
(86690, 80, 18, '04:45.9', 37.258435229980556, 96.31643408358073, 121, 81, 70, 'Male', 82.46226468664187, 1.7012791562427398, 0.10532124521146266, 40, 28.490764012973184, 94.33333333333333, 'Low Risk'),
(86691, 64, 16, '03:45.9', 37.22155083253318, 98.02671236, 129, 73, 24, 'Female', 75.19360475083957, 1.8754497574553808, 0.091014096, 56, 21.378145919863215, 91.66666666666666, 'Low Risk'),
(86692, 90, 17, '02:45.9', 36.13185637906868, 95.15253188934044, 117, 74, 75, 'Male', 64.74210359276722, 1.7712543685223132, 0.12002910172468212, 43, 20.635972363996892, 88.33333333333333, 'Low Risk'),
(86693, 73, 13, '01:45.9', 36.48942364398233, 99.87162995255429, 117, 74, 83, 'Female', 58.89545662117723, 1.648595175721065, 0.14964830128747236, 43, 21.669742166751277, 88.33333333333333, 'Low Risk'),
(86694, 85, 16, '00:45.9', 36.31621449733559, 96.58997887308003, 138, 77, 19, 'Male', 97.62662299933137, 1.7612547898232926, 0.066945904, 61, 31.471967383567247, 97.33333333333333, 'High Risk'),
(86695, 67, 12, '59:45.9', 37.445447877191704, 97.17681845, 120, 86, 49, 'Female', 77.95152709148195, 1.971699672886299, 0.060420980433917665, 34, 20.051326039410053, 97.33333333333333, 'Low Risk'),
(86696, 67, 17, '58:45.9', 37.22947574621783, 98.97961702940452, 124, 74, 87, 'Male', 57.96651581656347, 1.5567974112834526, 0.067134369, 50, 23.91734651117882, 90.66666666666666, 'Low Risk'),
(86697, 72, 17, '57:45.9', 36.49471340923794, 98.1543589, 124, 86, 27, 'Male', 87.88888080284548, 1.7072813830277795, 0.056340178302718695, 38, 30.15252768462737, 98.66666666666667, 'High Risk'),
(86698, 66, 13, '56:45.9', 37.40082712953644, 95.71143987, 129, 88, 76, 'Male', 77.15350343483412, 1.6143054399825498, 0.1410309989390915, 41, 29.606306509101618, 101.66666666666667, 'Low Risk'),
(86699, 65, 12, '55:45.9', 36.826067976392494, 95.58344444, 128, 88, 58, 'Female', 71.36947596954595, 1.8249915313178713, 0.055918716, 40, 21.428452118219496, 101.33333333333333, 'Low Risk'),
(86700, 80, 19, '54:45.9', 37.17016669656054, 97.47379263428178, 124, 89, 34, 'Female', 80.62746372276364, 1.7720408414104856, 0.079886288, 35, 25.67648345196211, 100.66666666666667, 'Low Risk'),
(86701, 91, 12, '53:45.9', 36.45061487617306, 97.79051239674668, 131, 81, 28, 'Male', 82.30158096, 1.7614360450615072, 0.087086227, 50, 26.52616210254495, 97.66666666666666, 'High Risk'),
(86702, 63, 16, '52:45.9', 36.71873126531235, 96.51159307131988, 115, 86, 69, 'Male', 69.32320404771747, 1.6835762445445335, 0.060367868, 29, 24.457555561358323, 95.66666666666667, 'Low Risk'),
(86703, 93, 12, '51:45.9', 36.98472304507484, 97.91149031, 134, 73, 25, 'Female', 71.24613815069017, 1.5869979150875413, 0.1465678705468126, 61, 28.28841511, 93.33333333333333, 'High Risk'),
(86704, 89, 15, '50:45.9', 37.14847308186377, 97.64547303836734, 119, 77, 62, 'Female', 73.32300532597267, 1.5510733550889484, 0.096775202, 42, 30.477236309544118, 91, 'High Risk'),
(86705, 87, 17, '49:45.9', 36.43347089797277, 97.10496905022835, 139, 80, 29, 'Female', 88.75452882524539, 1.6617295517254491, 0.061441089, 59, 32.14177349, 99.66666666666666, 'High Risk'),
(86706, 66, 15, '48:45.9', 36.008881783495625, 95.60724458703946, 118, 84, 72, 'Male', 53.112061743627514, 1.7279524391900423, 0.092360389, 34, 17.788101187553114, 95.33333333333333, 'High Risk'),
(86707, 95, 17, '47:45.9', 36.03913955881295, 97.14972933, 112, 73, 72, 'Female', 90.46476063365085, 1.979722801576617, 0.071352089, 39, 23.08185285757061, 86, 'High Risk'),
(86708, 66, 15, '46:45.9', 36.009970100268916, 98.17629797787244, 126, 75, 75, 'Male', 78.10767064950825, 1.696630718448325, 0.06870889, 51, 27.13432575845226, 92, 'Low Risk'),
(86709, 96, 16, '45:45.9', 36.23948339606046, 97.01603467104792, 127, 85, 33, 'Male', 87.82946260713052, 1.8566445955431383, 0.12175630960824892, 42, 25.479017083287825, 99, 'High Risk'),
(86710, 73, 16, '44:45.9', 36.79595956159969, 97.26967318756654, 131, 75, 32, 'Female', 92.51483310105873, 1.954158038620448, 0.13464612296565182, 56, 24.226573996756233, 93.66666666666666, 'Low Risk'),
(86711, 86, 18, '43:45.9', 36.948628154369096, 99.25013384237039, 120, 89, 56, 'Male', 59.61737603573168, 1.8326335715969893, 0.058869488, 31, 17.750949204939335, 99.33333333333333, 'High Risk'),
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(86900, 99, 12, '34:45.9', 36.247284201367926, 96.31610096153244, 137, 79, 88, 'Female', 87.73217462722275, 1.5223122776114697, 0.14540685644988544, 58, 37.85745321820526, 98.33333333333333, 'High Risk'),
(86901, 61, 19, '33:45.9', 36.62612865347418, 98.28986407269095, 112, 81, 25, 'Male', 66.75730963135028, 1.968401029632894, 0.066922267, 31, 17.229459712705648, 91.33333333333333, 'High Risk'),
(86902, 92, 18, '32:45.9', 36.92921872705983, 97.26869937020152, 116, 83, 70, 'Male', 89.82005946526496, 1.9923411104912594, 0.1050028866636587, 33, 22.627988297024665, 94, 'High Risk'),
(86903, 72, 12, '31:45.9', 37.221697152382475, 97.65007868673442, 127, 70, 52, 'Female', 73.26262875782425, 1.6314085856203038, 0.086665655, 57, 27.526881328518343, 89, 'Low Risk'),
(86904, 93, 15, '30:45.9', 37.13502429395245, 97.20315511713564, 124, 70, 19, 'Female', 93.40272698578269, 1.5236280497081647, 0.10970353480375314, 54, 40.23478059310598, 88, 'High Risk'),
(86905, 78, 13, '29:45.9', 37.39788681459524, 98.18724866675608, 131, 72, 46, 'Male', 53.563993285123686, 1.776266453851506, 0.12809829671501444, 59, 16.97683466462665, 91.66666666666666, 'High Risk'),
(86906, 89, 12, '28:45.9', 36.95757384348192, 99.71599197592754, 128, 82, 54, 'Female', 85.58490315437092, 1.866285738350511, 0.11696575646812779, 46, 24.572021629713284, 97.33333333333333, 'Low Risk'),
(86907, 82, 16, '27:45.9', 36.15317517558912, 98.79453389810477, 129, 82, 34, 'Male', 65.54751934, 1.8997253519371553, 0.084507687, 47, 18.162458018042404, 97.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(86911, 86, 15, '23:45.9', 36.63637046867269, 95.06010476, 110, 78, 69, 'Female', 72.42805672405434, 1.964507859464997, 0.11172288658720902, 32, 18.76719176817735, 88.66666666666667, 'Low Risk'),
(86912, 83, 14, '22:45.9', 36.433492961412114, 98.23459730960084, 128, 84, 18, 'Male', 66.28986102, 1.9127122409819421, 0.064366827, 44, 18.119567782386234, 98.66666666666667, 'High Risk'),
(86913, 84, 19, '21:45.9', 36.81930243942686, 95.62285281070393, 123, 76, 56, 'Male', 87.00307004586935, 1.6552666862973628, 0.0927386, 47, 31.754013751135144, 91.66666666666667, 'High Risk'),
(86914, 90, 19, '20:45.9', 36.82192051875088, 99.88723921398801, 126, 72, 19, 'Female', 81.46326918752447, 1.6411792128987943, 0.07321253, 54, 30.244737500553224, 90, 'High Risk'),
(86915, 90, 19, '19:45.9', 36.23825052, 99.47922511163074, 119, 88, 88, 'Male', 84.95910797660792, 1.5492377987733872, 0.12642543887604146, 31, 35.39759654360608, 98.33333333333333, 'High Risk'),
(86916, 74, 14, '18:45.9', 37.004447855106754, 99.03709241689128, 139, 70, 54, 'Male', 67.06835225482153, 1.883521577876692, 0.11156951867378954, 69, 18.90498934179113, 93, 'Low Risk'),
(86917, 90, 16, '17:45.9', 37.23329117218761, 97.40307841671205, 139, 85, 50, 'Female', 60.46564655298201, 1.5016732017795853, 0.12286144016898133, 54, 26.813767535277197, 103, 'Low Risk'),
(86918, 84, 13, '16:45.9', 36.28999841872223, 99.47169296, 137, 82, 85, 'Male', 58.19928567969415, 1.8112673827788197, 0.12039616999645346, 55, 17.739955309230737, 100.33333333333333, 'High Risk'),
(86919, 79, 15, '15:45.9', 36.71475943600692, 96.51273196106668, 110, 80, 74, 'Female', 96.44492925645173, 1.6656616396825363, 0.13972134324054955, 30, 34.762086093294606, 90, 'High Risk'),
(86920, 72, 15, '14:45.9', 36.88948127266878, 98.21292503168054, 130, 88, 81, 'Male', 84.34643258800615, 1.714207860954263, 0.08921713, 42, 28.703823721681527, 102, 'Low Risk'),
(86921, 76, 18, '13:45.9', 36.07248715038068, 95.58744659117986, 112, 86, 18, 'Male', 52.81881270379563, 1.8991913877224014, 0.068598898, 26, 14.64371170421848, 94.66666666666667, 'High Risk'),
(86922, 99, 13, '12:45.9', 37.417031466015544, 97.33945381459718, 126, 86, 35, 'Male', 63.38221282035059, 1.7240917668013527, 0.067817873, 40, 21.32291823063436, 99.33333333333333, 'High Risk'),
(86923, 84, 17, '11:45.9', 37.06850767609928, 97.58142184004728, 132, 87, 24, 'Female', 92.53765233893981, 1.9031914386571331, 0.1277200616084233, 45, 25.547801112224874, 102, 'Low Risk'),
(86924, 69, 18, '10:45.9', 36.33424293662301, 98.60200609671138, 120, 77, 83, 'Male', 91.57503645188794, 1.9304379681997295, 0.070600382, 43, 24.573408409499347, 91.33333333333333, 'Low Risk'),
(86925, 88, 17, '09:45.9', 36.03423364259138, 96.39412738912829, 136, 87, 74, 'Female', 90.89738488, 1.684400213415618, 0.096338571, 49, 32.037661851059916, 103.33333333333333, 'High Risk'),
(86926, 69, 15, '08:45.9', 36.52148130852517, 97.45839862605281, 133, 78, 29, 'Male', 62.521098681849644, 1.594895295314571, 0.061486499592404986, 55, 24.578888948266957, 96.33333333333333, 'Low Risk'),
(86927, 74, 16, '07:45.9', 36.24237055212023, 96.78763421830973, 113, 72, 83, 'Male', 98.01511259938027, 1.9106162521850079, 0.13263630768650847, 41, 26.85011238731707, 85.66666666666667, 'Low Risk'),
(86928, 85, 19, '06:45.9', 37.24284568353097, 99.55268831170454, 130, 82, 48, 'Male', 95.21475926204997, 1.6167460727119898, 0.089878306, 48, 36.42676838676682, 98, 'High Risk'),
(86929, 62, 17, '05:45.9', 36.71822900344491, 95.91192814790931, 134, 73, 64, 'Male', 61.82782017976878, 1.6596395836132303, 0.10460913840978686, 61, 22.446899705737795, 93.33333333333333, 'Low Risk'),
(86930, 69, 16, '04:45.9', 36.94893621756567, 97.21873157524675, 120, 72, 25, 'Male', 71.10345812, 1.8029037153011442, 0.11690210168184306, 48, 21.874878817365033, 88, 'Low Risk'),
(86931, 65, 18, '03:45.9', 36.295896689219305, 96.27952604899973, 118, 80, 70, 'Female', 77.10467790174421, 1.675418372205125, 0.077386033, 38, 27.468451689315206, 92.66666666666667, 'Low Risk'),
(86932, 73, 17, '02:45.9', 37.08467854705096, 99.59620313159674, 119, 83, 55, 'Female', 91.35917420274882, 1.6525188031128102, 0.050276469, 36, 33.45486993, 95, 'High Risk'),
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(86934, 73, 13, '00:45.9', 36.797416373812176, 95.49834422726636, 128, 83, 38, 'Female', 78.56105226, 1.900428259723549, 0.11855498822202346, 45, 21.752257321184167, 98, 'Low Risk'),
(86935, 95, 16, '59:45.9', 37.17325278558315, 99.66393142112179, 111, 70, 76, 'Female', 83.90726879868276, 1.9518057778683935, 0.1062740093001816, 41, 22.02553094895798, 83.66666666666667, 'High Risk'),
(86936, 99, 13, '58:45.9', 37.204279824325816, 97.22152782893674, 129, 87, 60, 'Female', 59.770637862276104, 1.818817731, 0.067048386, 42, 18.067977117548228, 101, 'High Risk'),
(86937, 93, 13, '57:45.9', 36.516819493675165, 95.13696576387257, 139, 85, 77, 'Male', 88.16106168601252, 1.8958823864126497, 0.096219295, 54, 24.52754199461597, 103, 'High Risk'),
(86938, 84, 17, '56:45.9', 36.209924503203844, 95.53841387018466, 128, 76, 43, 'Female', 88.42805792621455, 1.7717947425186216, 0.12509253072573961, 52, 28.168470731360042, 93.33333333333333, 'Low Risk'),
(86939, 69, 15, '55:45.9', 37.39924858467688, 97.53926988917006, 124, 76, 44, 'Female', 52.381769911428044, 1.659093050627611, 0.10576115265450545, 48, 19.029995261456236, 92, 'Low Risk'),
(86940, 99, 12, '54:45.9', 36.056672992630936, 98.38749229895338, 121, 82, 19, 'Female', 99.75800429075076, 1.807358934, 0.073939883, 39, 30.539289694421846, 95, 'High Risk'),
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(86942, 75, 16, '52:45.9', 37.36886175233984, 98.20381017904228, 116, 74, 33, 'Male', 92.24048715272507, 1.5562444319352506, 0.14312745122626847, 42, 38.08605294216617, 88, 'High Risk'),
(86943, 77, 14, '51:45.9', 36.39028149246444, 99.63240130957358, 120, 79, 89, 'Female', 60.54352325061473, 1.7319251419438704, 0.14820296193669338, 41, 20.184103148422302, 92.66666666666667, 'Low Risk'),
(86944, 96, 18, '50:45.9', 36.52229723776504, 97.72278493593089, 121, 72, 45, 'Female', 85.49672070896287, 1.6348528859339988, 0.13894893602865765, 49, 31.988369268357435, 88.33333333333333, 'High Risk'),
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(86946, 70, 19, '48:45.9', 36.96037959, 96.94326642142416, 131, 72, 71, 'Female', 79.46210840905262, 1.5274285549896303, 0.14883258386200307, 59, 34.059500415033924, 91.66666666666666, 'High Risk'),
(86947, 86, 19, '47:45.9', 36.815951418857864, 98.83102254341263, 112, 74, 83, 'Female', 80.85855507438632, 1.6724969080380423, 0.133230196, 38, 28.906487935354725, 86.66666666666667, 'Low Risk'),
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(86949, 78, 19, '45:45.9', 36.993214973220724, 96.10998567928375, 133, 88, 54, 'Male', 79.13690959, 1.8107017373548122, 0.12132738934552746, 45, 24.13710890005397, 103, 'Low Risk'),
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(86951, 90, 12, '43:45.9', 36.86328216308684, 98.17911011909545, 137, 84, 79, 'Male', 89.80932408808417, 1.9666440760819868, 0.14661998800728354, 53, 23.22041040516603, 101.66666666666666, 'Low Risk'),
(86952, 60, 19, '42:45.9', 36.97198150873084, 97.94860865189233, 118, 75, 44, 'Female', 85.69768136525664, 1.8023810131500335, 0.098129692, 43, 26.380065183704897, 89.33333333333333, 'Low Risk'),
(86953, 80, 17, '41:45.9', 36.27948106498014, 99.95512575602764, 128, 75, 54, 'Male', 76.16026685409896, 1.9833444296644855, 0.090271887, 53, 19.361195733077903, 92.66666666666666, 'Low Risk'),
(86954, 72, 15, '40:45.9', 36.96508621595626, 99.71526685151649, 124, 81, 57, 'Male', 61.95958380446865, 1.7813577707266988, 0.11549752044244005, 43, 19.525680858346874, 95.33333333333333, 'Low Risk'),
(86955, 84, 13, '39:45.9', 36.54742616, 95.75221752854418, 118, 89, 49, 'Male', 85.40979699533987, 1.8169173973651547, 0.10764573513421824, 29, 25.87243608998295, 98.66666666666667, 'Low Risk'),
(86956, 88, 17, '38:45.9', 37.18986780387925, 96.39166964714839, 126, 83, 23, 'Female', 59.45305803718291, 1.6001484074541106, 0.062314951, 43, 23.21954315440049, 97.33333333333333, 'Low Risk'),
(86957, 71, 17, '37:45.9', 37.08843501393305, 97.77418595, 125, 73, 46, 'Male', 97.57825593564223, 1.7879438545451463, 0.10398605779518219, 52, 30.524270798890335, 90.33333333333333, 'High Risk'),
(86958, 85, 19, '36:45.9', 37.03152308211895, 97.79819964748515, 110, 85, 37, 'Female', 89.68396061941269, 1.8241171326559174, 0.10416765642119027, 25, 26.95313797745331, 93.33333333333333, 'Low Risk'),
(86959, 97, 14, '35:45.9', 37.36118420180791, 97.60318402619409, 134, 87, 75, 'Female', 72.68302204222715, 1.5602600318910986, 0.080650822, 47, 29.856507829368656, 102.66666666666667, 'High Risk'),
(86960, 78, 18, '34:45.9', 37.36525318258592, 99.27034394531583, 116, 73, 68, 'Female', 65.07401084477219, 1.644102371844947, 0.06686274, 43, 24.07408910347032, 87.33333333333333, 'Low Risk'),
(86961, 98, 19, '33:45.9', 36.58939731299811, 95.37379303770037, 134, 85, 33, 'Male', 82.20215770082629, 1.7553138659694318, 0.086940603, 49, 26.679252068704262, 101.33333333333333, 'High Risk'),
(86962, 61, 19, '32:45.9', 36.43902904890104, 95.58452676278132, 131, 76, 77, 'Male', 68.23854721470957, 1.6109933403274481, 0.10719429040762649, 55, 26.2931296, 94.33333333333333, 'Low Risk'),
(86963, 95, 14, '31:45.9', 37.23195698, 95.43571349004374, 133, 74, 56, 'Male', 80.17734732, 1.5114334526129274, 0.073385672, 59, 35.097293134908846, 93.66666666666666, 'High Risk'),
(86964, 62, 14, '30:45.9', 36.81834794584118, 97.78068985089118, 120, 71, 71, 'Male', 94.10453485139742, 1.9718513849775177, 0.082570161, 49, 24.202609447436913, 87.33333333333333, 'Low Risk'),
(86965, 68, 18, '29:45.9', 36.618229932622725, 98.59459892784031, 135, 76, 85, 'Female', 66.12266078643964, 1.9688191900668048, 0.091674366, 59, 17.058414134972725, 95.66666666666666, 'High Risk'),
(86966, 70, 15, '28:45.9', 36.41337369755952, 97.10976015, 135, 70, 39, 'Male', 94.19353507417628, 1.9080154578706003, 0.12702106121656964, 65, 25.87362733274619, 91.66666666666666, 'Low Risk'),
(86967, 97, 14, '27:45.9', 36.162894979951346, 97.75211933669905, 112, 80, 86, 'Male', 51.70421659461553, 1.7934898423914756, 0.1348541426214028, 32, 16.07415380440417, 90.66666666666667, 'High Risk'),
(86968, 60, 19, '26:45.9', 36.84542567553668, 95.31710949541687, 129, 73, 74, 'Male', 76.73147533640379, 1.769808481, 0.10132041251154333, 56, 24.497457043916622, 91.66666666666666, 'Low Risk'),
(86969, 66, 19, '25:45.9', 36.52524440524466, 95.70025200464613, 138, 77, 27, 'Female', 96.92114721966504, 1.8016021666675184, 0.13592827058564327, 61, 29.860752999296803, 97.33333333333333, 'Low Risk'),
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(87146, 74, 17, '28:45.9', 37.18551745440854, 97.96277077802004, 115, 73, 32, 'Male', 75.11061815920964, 1.8042647445640412, 0.10383058078682522, 42, 23.07282701869991, 87, 'Low Risk'),
(87147, 88, 18, '27:45.9', 36.72429035525801, 98.09781397767156, 126, 85, 72, 'Female', 58.072128513628826, 1.814496459727592, 0.12998050628188945, 41, 17.638250009531845, 98.66666666666667, 'High Risk'),
(87148, 66, 17, '26:45.9', 37.242644756952636, 99.95747371018989, 114, 89, 63, 'Female', 60.96843340130107, 1.9203762906535826, 0.14407048178485443, 25, 16.532265262240088, 97.33333333333333, 'High Risk'),
(87149, 68, 14, '25:45.9', 37.37287683524574, 99.70756908284737, 113, 87, 78, 'Female', 75.52719876922373, 1.837776798, 0.10274537282423989, 26, 22.36237103697766, 95.66666666666667, 'Low Risk'),
(87150, 62, 14, '24:45.9', 36.852487288164085, 96.00540963839089, 117, 87, 22, 'Male', 74.00385444125652, 1.6481523397923714, 0.1255123172778879, 30, 27.24329528022289, 97, 'Low Risk'),
(87151, 88, 13, '23:45.9', 37.01359980944001, 99.36186562238493, 132, 79, 42, 'Female', 53.46163894031436, 1.701765580639713, 0.070380447, 53, 18.460471854030637, 96.66666666666666, 'High Risk'),
(87152, 78, 14, '22:45.9', 37.24841273255633, 96.42807347864235, 123, 84, 52, 'Female', 79.96640228, 1.866948002955329, 0.069514482, 39, 22.942625313511346, 97, 'Low Risk'),
(87153, 82, 17, '21:45.9', 37.303719967305746, 95.03455710292404, 110, 83, 33, 'Female', 97.66312336989417, 1.5025685490737342, 0.061714366, 27, 43.25756021417238, 92, 'High Risk'),
(87154, 98, 13, '20:45.9', 36.89363560757203, 95.31276541009018, 118, 81, 32, 'Male', 81.78905157459455, 1.8140958712960993, 0.1000912725364324, 37, 24.852764371944037, 93.33333333333333, 'High Risk'),
(87155, 89, 14, '19:46.0', 36.35452880379433, 96.79851972674011, 116, 89, 26, 'Female', 80.13293235089185, 1.9965004854792696, 0.12402243659278375, 27, 20.103524112307788, 98, 'Low Risk'),
(87156, 93, 16, '18:45.9', 37.34852661, 95.89060933184611, 125, 70, 60, 'Female', 66.10030647687549, 1.9849142253165244, 0.14591147205444946, 55, 16.777219428932206, 88.33333333333333, 'High Risk'),
(87157, 97, 12, '17:45.9', 36.04753152438433, 99.10225666584908, 119, 73, 49, 'Male', 53.48895045338667, 1.922801336933043, 0.10426158221785568, 46, 14.467558446475522, 88.33333333333333, 'High Risk'),
(87158, 83, 18, '16:45.9', 36.603204117128264, 95.30466786407975, 134, 87, 23, 'Male', 99.45143758791053, 1.5635461411446416, 0.11224381336662523, 47, 40.68081652, 102.66666666666667, 'High Risk'),
(87159, 72, 17, '15:45.9', 36.90753166575037, 97.02896178, 130, 86, 39, 'Male', 65.97856146, 1.881362848, 0.078539835, 44, 18.640506770017044, 100.66666666666667, 'Low Risk'),
(87160, 93, 12, '14:45.9', 36.01418019235494, 95.36763772002811, 115, 89, 33, 'Male', 93.27750483290373, 1.536838928551644, 0.12091279913181434, 26, 39.49300813, 97.66666666666667, 'High Risk'),
(87161, 81, 16, '13:45.9', 36.206844898062045, 99.44018845632326, 122, 73, 87, 'Male', 69.41634752628383, 1.7897185234795367, 0.1391869437335453, 49, 21.671665691502472, 89.33333333333333, 'Low Risk'),
(87162, 67, 17, '12:45.9', 36.38626327846442, 95.38854498729387, 114, 89, 18, 'Male', 79.64998010122576, 1.8225473852423175, 0.066932214, 25, 23.978831424028293, 97.33333333333333, 'Low Risk'),
(87163, 98, 18, '11:45.9', 36.092466856186654, 98.99479757208306, 133, 87, 34, 'Female', 97.02441187691454, 1.7058592336049314, 0.062590258, 46, 33.342229590477885, 102.33333333333333, 'High Risk'),
(87164, 76, 15, '10:45.9', 36.03707057, 98.32597773, 124, 85, 36, 'Male', 92.88442577534977, 1.953590653032355, 0.087960457, 39, 24.337488713846696, 98, 'Low Risk'),
(87165, 82, 18, '09:45.9', 37.363718275667715, 99.52625549041491, 138, 89, 60, 'Female', 60.35044360534764, 1.743664020798173, 0.1468196949609309, 49, 19.849741441977585, 105.33333333333333, 'Low Risk'),
(87166, 87, 17, '08:45.9', 36.04707098190924, 96.82353727190224, 133, 76, 25, 'Male', 56.32132831034359, 1.8962060919742953, 0.12820415964272044, 57, 15.663968960103805, 95, 'High Risk'),
(87167, 92, 16, '07:45.9', 36.50308205276507, 96.12992819406963, 110, 77, 36, 'Male', 64.53691659186472, 1.8676228498340555, 0.11409340897767936, 33, 18.502476213829958, 88, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(87169, 95, 19, '05:45.9', 36.507143141832245, 96.14183044663169, 113, 88, 20, 'Male', 84.54167811321668, 1.8650393272775436, 0.13286949500193557, 25, 24.304958064304166, 96.33333333333333, 'High Risk'),
(87170, 87, 15, '04:45.9', 37.40157967900484, 96.09704944829849, 128, 86, 52, 'Female', 87.99759236851439, 1.5717247220508688, 0.075747705, 42, 35.62196078701071, 100, 'High Risk'),
(87171, 69, 19, '03:46.0', 36.328029358908154, 95.89710425589391, 134, 70, 19, 'Female', 56.68884582553642, 1.9323638189536463, 0.079272808, 64, 15.181679554383601, 91.33333333333333, 'High Risk'),
(87172, 86, 13, '02:45.9', 37.361618929357334, 98.78232403848322, 122, 80, 79, 'Female', 64.29732383046309, 1.865805200689981, 0.1261416514751773, 42, 18.469719447882046, 94, 'High Risk'),
(87173, 96, 12, '01:45.9', 37.411111159769476, 99.38079726131917, 125, 88, 65, 'Female', 66.87335409958948, 1.8740064399785814, 0.10463458552446062, 37, 19.04192929448419, 100.33333333333333, 'High Risk'),
(87174, 89, 12, '00:45.9', 37.17198860408693, 99.19496759000343, 115, 77, 32, 'Male', 77.54940520395779, 1.6593403637900819, 0.051150137, 38, 28.164854754525877, 89.66666666666667, 'Low Risk'),
(87175, 96, 18, '59:45.9', 37.20576057068893, 96.21015957325034, 112, 72, 76, 'Female', 98.30902533922682, 1.7311524788998078, 0.11509599170580802, 40, 32.803693579904305, 85.33333333333333, 'High Risk'),
(87176, 71, 19, '58:45.9', 36.98516294382313, 97.09715346918556, 113, 87, 27, 'Female', 92.00811633337793, 1.5489952035114525, 0.1012305882005943, 26, 38.346523212869634, 95.66666666666667, 'High Risk'),
(87177, 89, 18, '57:45.9', 36.156875902322916, 98.58744694, 138, 75, 39, 'Female', 81.20536122636798, 1.5877509230579843, 0.059048739, 63, 32.212167950066224, 96, 'High Risk'),
(87178, 97, 15, '56:45.9', 37.20938022, 95.45160306810546, 132, 79, 49, 'Male', 74.65405966126508, 1.51842408, 0.054651449, 53, 32.379285750626686, 96.66666666666666, 'High Risk'),
(87179, 74, 12, '55:45.9', 36.83280679849248, 95.80031616956026, 116, 80, 60, 'Male', 62.066081278226406, 1.7295098367744268, 0.12545926360098653, 36, 20.749529474332515, 92, 'Low Risk'),
(87180, 68, 15, '54:45.9', 36.04933582027718, 99.4569891, 122, 89, 26, 'Male', 73.50468416288173, 1.984258161179914, 0.13791625886737968, 33, 18.668897248347697, 100, 'Low Risk'),
(87181, 93, 17, '53:45.9', 37.38205737844259, 99.02519096048876, 117, 89, 58, 'Male', 61.14678595915792, 1.5183837671805176, 0.062248806, 28, 26.52226011300989, 98.33333333333333, 'High Risk'),
(87182, 91, 17, '52:45.9', 36.30015348428522, 95.04488956027565, 135, 86, 22, 'Female', 97.36110779197564, 1.5753831115285055, 0.10899942871453289, 49, 39.229532792070806, 102.33333333333333, 'High Risk'),
(87183, 75, 19, '51:45.9', 36.670423916454354, 96.73530444785291, 122, 86, 24, 'Female', 77.85944197, 1.6784318201963813, 0.081519426, 36, 27.637825975275256, 98, 'Low Risk'),
(87184, 73, 13, '50:45.9', 37.28709427404475, 98.53767570457696, 135, 75, 33, 'Male', 66.38210747246474, 1.9786826612780382, 0.088287217, 60, 16.95503691832548, 95, 'High Risk'),
(87185, 62, 16, '49:45.9', 36.408128265545066, 95.67507376, 134, 79, 18, 'Male', 84.37745752831184, 1.552217331454553, 0.052183515507474076, 55, 35.02042227196489, 97.33333333333333, 'High Risk'),
(87186, 75, 12, '48:45.9', 36.358735672232356, 96.81898395585543, 112, 88, 76, 'Female', 69.72678055539222, 1.7603793137562915, 0.087028693, 24, 22.500237393988634, 96, 'Low Risk'),
(87187, 98, 17, '47:46.0', 37.08936837418159, 97.61083529491783, 135, 87, 58, 'Female', 52.806355674946474, 1.827698427479354, 0.07645855, 48, 15.808007023540092, 103, 'High Risk'),
(87188, 81, 14, '46:45.9', 37.29139748, 96.52623831605051, 137, 84, 78, 'Male', 66.75909767136369, 1.5764720335004851, 0.096779508, 53, 26.861973507164993, 101.66666666666666, 'Low Risk'),
(87189, 98, 16, '45:45.9', 37.22793964522176, 99.34163160545614, 121, 89, 34, 'Female', 90.41599069939986, 1.6324040612229664, 0.1170247232730446, 32, 33.93047286414549, 99.66666666666667, 'High Risk'),
(87190, 74, 15, '44:45.9', 36.253093323866935, 97.04079819, 130, 84, 60, 'Female', 76.96284701, 1.9428625472619003, 0.087863543, 46, 20.38904910982972, 99.33333333333333, 'Low Risk'),
(87191, 68, 19, '43:45.9', 36.20867129681122, 95.57198672376398, 130, 85, 56, 'Female', 89.28887427778392, 1.7281782274073774, 0.085846809, 45, 29.896495917014366, 100, 'Low Risk'),
(87192, 84, 18, '42:45.9', 36.78387784843797, 99.20529589776308, 120, 77, 89, 'Male', 66.11901611426205, 1.5669837362859884, 0.052829742393956595, 43, 26.927584940947167, 91.33333333333333, 'Low Risk'),
(87193, 73, 19, '41:45.9', 37.21077607583479, 95.98709275, 135, 77, 37, 'Male', 98.42785493859415, 1.5713145020385832, 0.12439803954188478, 58, 39.86500134328359, 96.33333333333333, 'High Risk'),
(87194, 83, 16, '40:45.9', 36.72792348232785, 97.64124478104009, 110, 85, 72, 'Female', 69.76882094267381, 1.5779653751857001, 0.14135980116841956, 25, 28.019891219855502, 93.33333333333333, 'Low Risk'),
(87195, 67, 18, '39:45.9', 37.41599238534013, 96.84979597090651, 136, 79, 24, 'Male', 60.27453334349729, 1.683774302427725, 0.14395579167539974, 57, 21.260139140713903, 98, 'Low Risk'),
(87196, 73, 17, '38:45.9', 36.250791164510645, 97.91994104346642, 133, 76, 89, 'Female', 95.04635159, 1.8584252903208003, 0.088814501, 57, 27.51979770016449, 95, 'Low Risk'),
(87197, 88, 19, '37:45.9', 37.06641631164414, 99.11947906629621, 118, 77, 36, 'Male', 84.32099259791924, 1.931441430620438, 0.14224485287856287, 41, 22.60334033329684, 90.66666666666667, 'Low Risk'),
(87198, 77, 16, '36:45.9', 36.23521851014597, 95.79970281735577, 113, 73, 60, 'Male', 92.16763859786315, 1.712084523367262, 0.063316985, 40, 31.443295549709802, 86.33333333333333, 'High Risk'),
(87199, 81, 19, '35:45.9', 36.24670610673425, 98.13620136042672, 134, 74, 46, 'Male', 61.15987106427599, 1.6901374239265181, 0.1328242996029137, 60, 21.410288762097245, 94, 'Low Risk'),
(87200, 64, 17, '34:46.0', 36.738601617779715, 96.35377757328558, 124, 88, 75, 'Female', 96.03506353158677, 1.7936920083968613, 0.10916947065266684, 36, 29.849295240417167, 100, 'Low Risk'),
(87201, 69, 13, '33:45.9', 36.006885360978984, 97.86799129954173, 127, 81, 37, 'Female', 76.42211887767795, 1.9964707991541641, 0.087757743, 46, 19.173135865140676, 96.33333333333333, 'Low Risk'),
(87202, 74, 15, '32:45.9', 36.93251441631794, 98.96631330322309, 135, 83, 53, 'Female', 85.19928946827062, 1.8374117131195224, 0.11120265489840767, 52, 25.236144864653923, 100.33333333333333, 'Low Risk'),
(87203, 75, 17, '31:45.9', 36.61996852138997, 97.17681324, 116, 85, 89, 'Male', 96.79507067416901, 1.7222808626723243, 0.061538642121493806, 31, 32.632120006923266, 95.33333333333333, 'High Risk'),
(87204, 95, 14, '30:45.9', 37.34212201951999, 95.23322845753965, 131, 88, 52, 'Male', 59.31744942, 1.618512489183221, 0.077770762, 43, 22.643854659433433, 102.33333333333333, 'High Risk'),
(87205, 92, 19, '29:45.9', 36.82645184733083, 96.52407659069391, 124, 77, 38, 'Male', 81.02334236958382, 1.7058586034096177, 0.060919557850508524, 47, 27.84351718546285, 92.66666666666667, 'High Risk'),
(87206, 99, 13, '28:45.9', 36.57156163212179, 97.13319100982964, 138, 85, 79, 'Female', 87.31911146, 1.9211590048258294, 0.1433547135135728, 53, 23.65825379, 102.66666666666666, 'High Risk'),
(87207, 76, 13, '27:45.9', 36.044163537384364, 97.78908056884814, 115, 84, 35, 'Female', 52.93640773467861, 1.8804370019857486, 0.12234900974175623, 31, 14.970520145685116, 94.33333333333333, 'High Risk'),
(87208, 76, 15, '26:45.9', 36.74351830125622, 97.07793238694771, 118, 82, 88, 'Male', 70.53526842616967, 1.6140346595375232, 0.087636923, 36, 27.07575717245032, 94, 'Low Risk'),
(87209, 94, 18, '25:45.9', 37.206845618546154, 95.12398462199995, 114, 74, 50, 'Female', 90.76077424857309, 1.6118846312218171, 0.11221422211473922, 40, 34.93254950018572, 87.33333333333333, 'High Risk'),
(87210, 88, 13, '24:45.9', 36.44933136629327, 97.53461381197121, 126, 78, 77, 'Female', 62.770844669006934, 1.6749026368294309, 0.11966489275423071, 48, 22.375813838447538, 94, 'Low Risk'),
(87211, 72, 16, '23:45.9', 36.94558166965023, 98.32163967071631, 137, 75, 18, 'Male', 88.20514760010632, 1.6008054194818468, 0.07309879, 62, 34.42047341, 95.66666666666666, 'High Risk'),
(87212, 80, 18, '22:45.9', 37.02042705452124, 97.46752176749462, 132, 84, 40, 'Male', 86.55113158466756, 1.8988138197596773, 0.1266203359665099, 48, 24.00534668881322, 100, 'Low Risk'),
(87213, 66, 12, '21:45.9', 37.42048927637362, 97.60304213157943, 119, 79, 39, 'Male', 78.25527203888659, 1.71820485, 0.078282436, 40, 26.507192041743682, 92.33333333333333, 'Low Risk'),
(87214, 96, 16, '20:45.9', 36.21355076284006, 96.06175932898344, 126, 87, 62, 'Male', 95.47707536693672, 1.7041416569793792, 0.1172844018349345, 39, 32.876662389244395, 100, 'High Risk'),
(87215, 72, 13, '19:45.9', 36.634815927513785, 99.55633678, 124, 75, 88, 'Female', 62.09178541922718, 1.871428715793362, 0.13428419757149668, 49, 17.72913592527592, 91.33333333333333, 'High Risk'),
(87216, 92, 19, '18:46.0', 36.39734303529503, 96.82935723024914, 111, 76, 72, 'Male', 63.82418755803399, 1.9841131610991365, 0.063984574, 35, 16.21259072590449, 87.66666666666667, 'High Risk'),
(87217, 89, 18, '17:45.9', 37.008640298639904, 98.51653031673646, 122, 76, 83, 'Male', 81.21748874359007, 1.973019884653811, 0.075681546, 46, 20.863474361066725, 91.33333333333333, 'Low Risk'),
(87218, 97, 13, '16:45.9', 36.95868363474042, 95.32222787264728, 128, 82, 31, 'Female', 82.36245306731877, 1.6653608828137867, 0.092257315, 46, 29.696998308497395, 97.33333333333333, 'High Risk'),
(87219, 67, 19, '15:45.9', 37.33869415, 96.49744124036532, 127, 71, 22, 'Male', 67.02371027832636, 1.7921966751864669, 0.14219955571256904, 56, 20.866861384551576, 89.66666666666666, 'Low Risk'),
(87220, 99, 16, '14:45.9', 36.38145600032871, 98.40082750352568, 136, 74, 87, 'Male', 83.53286916879816, 1.6690692055791687, 0.119784556, 62, 29.985321509505678, 94.66666666666666, 'High Risk'),
(87221, 80, 17, '13:45.9', 36.53429423776618, 99.77547103, 135, 88, 59, 'Male', 68.55865459131466, 1.5589730878403165, 0.054671512, 47, 28.208828471940965, 103.66666666666667, 'Low Risk'),
(87222, 63, 16, '12:45.9', 36.39712379626848, 96.52348598142041, 110, 81, 52, 'Female', 86.17971946062818, 1.7654205511992989, 0.11475600939512011, 29, 27.65086489633799, 90.66666666666667, 'Low Risk'),
(87223, 98, 16, '11:45.9', 37.478753133748384, 99.05400698, 134, 74, 54, 'Female', 53.59964110643493, 1.5588143397248622, 0.12263749414071967, 60, 22.058353749175915, 94, 'High Risk'),
(87224, 95, 15, '10:45.9', 36.09633765709982, 96.93621186963375, 134, 89, 84, 'Male', 66.85332921974538, 1.8004955456718943, 0.080958088, 45, 20.62238721, 104, 'High Risk'),
(87225, 62, 16, '09:45.9', 36.64206801431475, 96.56006294111745, 113, 80, 29, 'Female', 52.89383431161327, 1.5469905105954402, 0.14018992176930828, 33, 22.101907199258463, 91, 'Low Risk'),
(87226, 89, 14, '08:45.9', 36.36675077407805, 97.63773006904024, 119, 87, 40, 'Female', 95.36457356116165, 1.642538982503703, 0.065508601, 32, 35.347255580490035, 97.66666666666667, 'High Risk'),
(87227, 89, 16, '07:45.9', 36.456762923609794, 95.86608873467804, 127, 89, 47, 'Female', 73.09725988197346, 1.7202153955561261, 0.13516710442665347, 38, 24.702188813031352, 101.66666666666667, 'Low Risk'),
(87228, 79, 16, '06:45.9', 36.287494247392125, 96.94371001264457, 134, 81, 54, 'Male', 56.963938814703845, 1.9959305331328445, 0.13715799936414352, 53, 14.299115279193058, 98.66666666666666, 'High Risk'),
(87229, 64, 17, '05:45.9', 37.08572442634189, 97.52095258682868, 133, 80, 83, 'Male', 76.70261972022428, 1.818940504100751, 0.14240905085876263, 53, 23.183190792252514, 97.66666666666666, 'Low Risk'),
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(87407, 94, 12, '07:46.0', 37.47810984770477, 95.4684196, 126, 74, 48, 'Male', 69.97033199, 1.972160982, 0.064772171, 52, 17.989919074753423, 91.33333333333333, 'High Risk'),
(87408, 94, 14, '06:46.0', 37.348913157135385, 98.84948919251562, 128, 78, 62, 'Female', 94.87921699298789, 1.970076004785879, 0.071202761, 50, 24.445849242627705, 94.66666666666666, 'High Risk'),
(87409, 81, 13, '05:46.0', 36.94829388008655, 97.29494542448876, 136, 77, 39, 'Male', 74.62100245, 1.6898467783182227, 0.1431355081345437, 59, 26.13162533776693, 96.66666666666666, 'Low Risk'),
(87410, 82, 18, '04:46.0', 36.47386008201856, 96.45333344805414, 110, 75, 36, 'Female', 94.90930878484652, 1.5108721379453534, 0.1441663826895393, 35, 41.57702260653006, 86.66666666666667, 'High Risk'),
(87411, 92, 17, '03:46.0', 36.39313962886841, 95.46398875885014, 111, 71, 66, 'Male', 71.13440358369976, 1.7845160522642598, 0.07040327, 40, 22.33771660130702, 84.33333333333333, 'High Risk'),
(87412, 66, 18, '02:46.0', 36.68784225144277, 96.8040812, 139, 74, 83, 'Male', 98.94467664668272, 1.6050850528531602, 0.13474788524312525, 65, 38.40575725861326, 95.66666666666666, 'High Risk'),
(87413, 68, 18, '01:46.0', 36.26750314757456, 95.83924593, 116, 88, 40, 'Male', 54.848387052598426, 1.5138072761674919, 0.084043848, 28, 23.934407665138174, 97.33333333333333, 'Low Risk'),
(87414, 66, 15, '00:46.0', 36.15398648086835, 97.49827902402536, 111, 80, 30, 'Male', 64.00889532883865, 1.6354833725036477, 0.1413670792431333, 31, 23.93029574389295, 90.33333333333333, 'Low Risk'),
(87415, 60, 12, '59:46.0', 36.80550289039263, 99.96000716, 112, 78, 68, 'Male', 64.93668793799355, 1.7383194359745084, 0.060185003966733264, 34, 21.48973014374042, 89.33333333333333, 'Low Risk'),
(87416, 61, 12, '58:46.0', 37.413723866213125, 99.30396383708417, 131, 70, 47, 'Female', 86.92614990240617, 1.8673488639869074, 0.11243148344829298, 61, 24.92869366803166, 90.33333333333333, 'Low Risk'),
(87417, 77, 15, '57:46.0', 37.19970068, 99.57911960147989, 113, 86, 32, 'Female', 82.34057498333635, 1.7521255625867846, 0.063878163, 27, 26.82152356203798, 95, 'Low Risk'),
(87418, 76, 18, '56:46.0', 37.31207473887444, 97.83446618490835, 132, 81, 57, 'Male', 89.87756434061384, 1.9344843522564432, 0.070561354, 51, 24.01711581773212, 98, 'Low Risk'),
(87419, 66, 16, '55:46.0', 36.94690191987756, 95.15110743918653, 130, 72, 43, 'Female', 82.13129803746263, 1.6327781739075173, 0.1343692020549751, 58, 30.807347970751145, 91.33333333333333, 'High Risk'),
(87420, 87, 14, '54:46.0', 36.002530908346905, 95.55756436767786, 111, 85, 27, 'Female', 91.01882801, 1.8085322498117158, 0.079194468, 26, 27.827790429618165, 93.66666666666667, 'Low Risk'),
(87421, 66, 15, '53:46.0', 36.57072414099024, 98.56588680197089, 128, 82, 69, 'Male', 98.89807727, 1.9777690190483472, 0.058983141, 46, 25.283471821709224, 97.33333333333333, 'Low Risk'),
(87422, 73, 15, '52:46.0', 36.718826686358945, 99.67246912607659, 113, 75, 19, 'Female', 64.21342539858178, 1.903464826137296, 0.10363092566314273, 38, 17.722954625973703, 87.66666666666667, 'High Risk'),
(87423, 98, 14, '51:46.0', 37.19051355306117, 98.43292726829975, 128, 74, 18, 'Male', 75.97411405375956, 1.511350336742195, 0.051337336, 54, 33.26100367010864, 92, 'High Risk'),
(87424, 61, 13, '50:46.0', 36.03931283327988, 99.37436511159368, 114, 81, 59, 'Male', 61.140030508670726, 1.6896557289114211, 0.1052953666885261, 33, 21.415548433018614, 92, 'Low Risk'),
(87425, 63, 17, '49:46.0', 37.29043051878262, 95.04399617946756, 125, 83, 63, 'Male', 85.89020803, 1.7802692214903755, 0.13967515540244244, 42, 27.10018699392733, 97, 'Low Risk'),
(87426, 78, 16, '48:46.0', 36.85079117571099, 98.44052154375204, 110, 80, 59, 'Female', 87.60046951187493, 1.8730792057663068, 0.13824378271471383, 30, 24.968597520924906, 90, 'Low Risk'),
(87427, 89, 18, '47:46.0', 37.42216959690822, 97.07756548045776, 120, 86, 35, 'Female', 90.88763950170014, 1.8039267846091371, 0.13582755787826875, 34, 27.92974755091638, 97.33333333333333, 'Low Risk'),
(87428, 70, 14, '46:46.0', 37.24699509873028, 98.04649870991021, 134, 72, 75, 'Male', 67.31747627742651, 1.8232566911005708, 0.062446594, 62, 20.250334150306468, 92.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(87430, 66, 19, '44:46.0', 37.30966644293185, 98.60635420212752, 135, 88, 38, 'Female', 88.20201917028577, 1.8282568015548648, 0.11100860565845488, 47, 26.387857601359944, 103.66666666666667, 'Low Risk'),
(87431, 61, 17, '43:46.0', 37.348955389503566, 95.95442220543713, 135, 80, 64, 'Male', 67.78650766460191, 1.8542307629699823, 0.13735299527249428, 55, 19.715858641982884, 98.33333333333333, 'Low Risk'),
(87432, 92, 18, '42:46.0', 37.02043009784089, 96.77868611781871, 131, 70, 32, 'Male', 73.09548467279981, 1.6237459137661643, 0.076711713, 61, 27.723905369658198, 90.33333333333333, 'High Risk'),
(87433, 82, 18, '41:46.0', 36.183114317173086, 97.43378301, 113, 83, 47, 'Male', 68.51384480327444, 1.9425231889257022, 0.13107395434571317, 30, 18.157076182486925, 93, 'High Risk'),
(87434, 88, 12, '40:46.0', 36.82402373502039, 98.07449859, 134, 82, 20, 'Female', 69.72591039041993, 1.812312589714893, 0.12315462544582088, 52, 21.228923822107067, 99.33333333333333, 'Low Risk'),
(87435, 91, 19, '39:46.0', 36.88354680729083, 96.33093886226223, 133, 84, 82, 'Female', 90.93503206181633, 1.6389408492214512, 0.094504903, 49, 33.85358489421014, 100.33333333333333, 'High Risk'),
(87436, 82, 19, '38:46.0', 36.52840859153954, 96.70814818876325, 118, 73, 35, 'Male', 78.65204699516778, 1.834026678672332, 0.13042107958493837, 45, 23.38291938279861, 88, 'Low Risk'),
(87437, 60, 15, '37:46.0', 37.366999052014734, 98.89287165641822, 133, 73, 64, 'Male', 66.90180520004152, 1.9987479691752965, 0.067278523, 60, 16.746411760898198, 93, 'High Risk'),
(87438, 70, 19, '36:46.0', 36.215389308431845, 95.09675492235024, 139, 74, 55, 'Female', 66.52035777043317, 1.9282207426666473, 0.12087929449187619, 65, 17.891266115464173, 95.66666666666666, 'High Risk'),
(87439, 87, 19, '35:46.0', 37.352691820978556, 97.71878974792993, 122, 83, 49, 'Male', 88.13886159709742, 1.892320140386696, 0.073801226, 39, 24.613774273795794, 96, 'Low Risk'),
(87440, 80, 16, '34:46.0', 36.008848318014955, 95.91539742615161, 125, 78, 48, 'Male', 52.691571961942415, 1.6767307058259135, 0.1315899795512977, 47, 18.74193899766444, 93.66666666666667, 'Low Risk'),
(87441, 96, 16, '33:46.0', 37.42429766052094, 97.43443160303349, 111, 83, 74, 'Female', 68.05561386729704, 1.9412442332328157, 0.078305614, 28, 18.059411691700003, 92.33333333333333, 'High Risk'),
(87442, 89, 12, '32:46.0', 36.52588196511427, 98.31999583071656, 119, 72, 42, 'Male', 58.24743399049332, 1.5832506120522338, 0.089114378, 47, 23.23686146027389, 87.66666666666667, 'Low Risk'),
(87443, 97, 16, '31:46.0', 37.02840620965991, 98.50706893627687, 137, 73, 55, 'Male', 55.32368991515099, 1.5121794086556462, 0.070686845, 64, 24.193822969463593, 94.33333333333333, 'High Risk'),
(87444, 92, 15, '30:46.0', 36.4116851, 97.89946452120031, 114, 83, 36, 'Male', 89.55738575499484, 1.6150369475311974, 0.056626234, 31, 34.33495505814669, 93.33333333333333, 'High Risk'),
(87445, 84, 13, '29:46.0', 37.27858875944877, 97.92195364674528, 131, 85, 45, 'Female', 71.21743086244527, 1.9748728453084694, 0.12278141400028786, 46, 18.26030495287521, 100.33333333333333, 'High Risk'),
(87446, 90, 13, '28:46.0', 37.023881602322625, 98.39754946017732, 135, 72, 71, 'Female', 93.58086065727858, 1.6299635542108415, 0.071243451, 63, 35.22339780106829, 93, 'High Risk'),
(87447, 87, 19, '27:46.0', 36.823141952675364, 96.53361035195553, 119, 85, 71, 'Male', 93.44986928267227, 1.5223210262285305, 0.10595120516741968, 34, 40.324241446679764, 96.33333333333333, 'High Risk'),
(87448, 72, 17, '26:46.0', 36.06498119276617, 95.32670312296271, 119, 78, 36, 'Male', 80.15313134228168, 1.5564921954344724, 0.10461617047115532, 41, 33.084654128976744, 91.66666666666667, 'High Risk'),
(87449, 80, 16, '25:46.0', 36.29256155458441, 98.15671133268215, 133, 84, 79, 'Female', 51.04067544345781, 1.819948617581577, 0.075410595, 49, 15.409841062738275, 100.33333333333333, 'High Risk'),
(87450, 89, 17, '24:46.0', 36.256693087604056, 97.67422200078438, 110, 88, 73, 'Female', 95.22070952323547, 1.7874710075334321, 0.098177354, 22, 29.80254830252417, 95.33333333333333, 'Low Risk'),
(87451, 75, 14, '23:46.0', 36.008648397425404, 96.15699978, 114, 76, 19, 'Male', 82.77845866, 1.968974764500572, 0.070849924, 38, 21.351925011268442, 88.66666666666667, 'Low Risk'),
(87452, 64, 14, '22:46.0', 37.03864015393709, 95.60712874376294, 120, 84, 86, 'Female', 76.45485733146953, 1.939603583759388, 0.13470256634259498, 36, 20.322593319509583, 96, 'Low Risk'),
(87453, 86, 18, '21:46.0', 36.7859355, 97.71635551950286, 131, 89, 43, 'Male', 64.79339277, 1.5672947052296056, 0.13350782788320634, 42, 26.377242291741965, 103, 'Low Risk'),
(87454, 70, 19, '20:46.0', 36.14813150562053, 95.88379856218745, 112, 81, 77, 'Female', 68.65404366, 1.864506673328023, 0.1312900382362299, 31, 19.74868750083584, 91.33333333333333, 'Low Risk'),
(87455, 60, 16, '19:46.0', 36.47725936485728, 95.97925646280738, 132, 70, 53, 'Female', 74.84078979653394, 1.676399257685174, 0.09674392, 62, 26.63075273759137, 90.66666666666666, 'Low Risk'),
(87456, 93, 15, '18:46.0', 36.77854966571101, 98.85220233955665, 121, 88, 32, 'Female', 58.28274361470477, 1.5815054035327731, 0.113640784, 33, 23.302291321433074, 99, 'High Risk'),
(87457, 98, 18, '17:46.0', 36.260454414683096, 97.40986870479067, 134, 72, 54, 'Male', 54.06032211, 1.8219279600165421, 0.060725751, 62, 16.286067391925464, 92.66666666666666, 'High Risk'),
(87458, 89, 18, '16:46.0', 36.97492633, 98.01118588675187, 138, 77, 76, 'Male', 51.26182044112946, 1.5162124482853439, 0.13282562280580468, 61, 22.298410649244666, 97.33333333333333, 'Low Risk'),
(87459, 69, 19, '15:46.0', 36.018613910100896, 98.97931457356245, 127, 80, 70, 'Female', 61.171211070094884, 1.652982269547553, 0.063087075, 47, 22.387762360518636, 95.66666666666667, 'Low Risk'),
(87460, 76, 17, '14:46.0', 37.18640069795049, 96.10895366751141, 119, 74, 64, 'Male', 58.65482474636837, 1.9989792746159734, 0.14943278412362548, 45, 14.678685269892922, 89, 'High Risk'),
(87461, 67, 14, '13:46.0', 36.79120783649414, 96.47509502501259, 131, 74, 60, 'Male', 73.87474952713983, 1.7530857453835107, 0.10315414139117711, 57, 24.037522542468388, 93, 'Low Risk'),
(87462, 75, 14, '12:46.0', 37.333935506877246, 98.15064409400463, 124, 79, 50, 'Male', 77.66863887, 1.6483067244648644, 0.080204288, 45, 28.587069237846457, 94, 'Low Risk'),
(87463, 77, 15, '11:46.0', 37.3038062, 99.45617665439185, 137, 71, 39, 'Male', 90.75771658912734, 1.9071945099314904, 0.088702488, 66, 24.95132338436439, 93, 'Low Risk'),
(87464, 88, 12, '10:46.0', 36.44522202584785, 96.31607638507846, 132, 85, 80, 'Male', 72.51053005023635, 1.9860196889029411, 0.11851478829419716, 47, 18.38374471116801, 100.66666666666667, 'High Risk'),
(87465, 80, 19, '09:46.0', 36.70458669085518, 95.11256874, 116, 77, 69, 'Female', 74.58509525905583, 1.9016812336454418, 0.063649437, 39, 20.624176050099436, 90, 'Low Risk'),
(87466, 68, 15, '08:46.0', 37.342592376809684, 97.03017081, 118, 89, 35, 'Male', 68.04775504833125, 1.8511253475682086, 0.12124655399900591, 29, 19.858303629787876, 98.66666666666667, 'Low Risk'),
(87467, 94, 15, '07:46.0', 36.07595022126409, 96.78990784, 122, 86, 82, 'Male', 80.50653051167423, 1.6879366372351776, 0.1389965009576034, 36, 28.256530214930628, 98, 'High Risk'),
(87468, 97, 16, '06:46.0', 36.396959734168874, 97.62247650195721, 130, 82, 35, 'Female', 91.87752942991946, 1.7216994925951372, 0.098229682, 48, 30.99521160460215, 98, 'High Risk'),
(87469, 95, 13, '05:46.0', 37.47117448249702, 96.93080983310895, 118, 83, 84, 'Female', 96.46367809189641, 1.5299920101630013, 0.084727365, 35, 41.20837523549112, 94.66666666666667, 'High Risk'),
(87470, 99, 18, '04:46.0', 37.422330800024206, 99.69478901005887, 110, 79, 62, 'Female', 98.49586421405994, 1.7211773170700124, 0.083499436, 31, 33.24809502376977, 89.33333333333333, 'High Risk'),
(87471, 84, 15, '03:46.0', 36.63318654822418, 97.34886165663454, 111, 86, 58, 'Male', 76.54895349673271, 1.9757886179698165, 0.093433761, 25, 19.609128809259662, 94.33333333333333, 'Low Risk'),
(87472, 90, 17, '02:46.0', 36.82960877682823, 98.88141242584463, 137, 72, 28, 'Female', 74.54263413437944, 1.8909543845618808, 0.066986998, 65, 20.84695507411649, 93.66666666666666, 'Low Risk'),
(87473, 87, 16, '01:46.0', 37.02617354719213, 99.18395699728359, 115, 83, 21, 'Female', 69.37024131112568, 1.8000165477312835, 0.10877525115304719, 32, 21.410174648741492, 93.66666666666667, 'Low Risk'),
(87474, 68, 15, '00:46.0', 36.535468246427115, 95.46179713543451, 113, 77, 53, 'Male', 81.67144805089086, 1.6524591275168554, 0.11127542583934993, 36, 29.909475911412162, 89, 'Low Risk'),
(87475, 70, 12, '59:46.0', 36.97026616783392, 97.67971807039119, 120, 72, 82, 'Male', 73.00949212690219, 1.5313728120791066, 0.07999566, 48, 31.13274845125499, 88, 'High Risk'),
(87476, 99, 19, '58:46.0', 36.44027697773869, 99.08869754967725, 110, 76, 33, 'Male', 60.926079168004705, 1.841260619037372, 0.10399989762939348, 34, 17.971018918253414, 87.33333333333333, 'High Risk'),
(87477, 79, 14, '57:46.0', 36.038958637081315, 96.50551916313458, 129, 87, 64, 'Female', 97.57516048354658, 1.919611835564433, 0.1127149623242096, 42, 26.479661944405976, 101, 'Low Risk'),
(87478, 73, 13, '56:46.0', 36.748128597927135, 99.75246852267206, 122, 80, 28, 'Female', 92.83376084, 1.5764662768748083, 0.11924397797003897, 42, 37.35395359384521, 94, 'High Risk'),
(87479, 79, 14, '55:46.0', 36.487891421861434, 96.7817906, 127, 78, 57, 'Female', 99.25179646228248, 1.5476467471539224, 0.10949430649208647, 49, 41.437609917542616, 94.33333333333333, 'High Risk'),
(87480, 94, 14, '54:46.0', 36.31410240624828, 97.26359319, 130, 82, 72, 'Male', 94.63400852556906, 1.9328026354190715, 0.066525774, 48, 25.33215975405253, 98, 'High Risk'),
(87481, 64, 17, '53:46.0', 36.037525090936136, 96.68319691561051, 134, 72, 31, 'Male', 50.78059132996125, 1.6186610529980772, 0.1356638745330321, 62, 19.38143457391015, 92.66666666666666, 'Low Risk'),
(87482, 61, 14, '52:46.0', 37.28050652156118, 96.79929836, 123, 77, 63, 'Female', 84.14480772, 1.9595661620740787, 0.11742154048935675, 46, 21.913283606173877, 92.33333333333333, 'Low Risk'),
(87483, 78, 17, '51:46.0', 36.60593546464251, 96.86854782, 122, 75, 22, 'Male', 95.91327719464923, 1.7795727731165836, 0.095226054, 47, 30.286370106701767, 90.66666666666667, 'High Risk'),
(87484, 73, 14, '50:46.0', 36.22490885511914, 97.08950985904353, 119, 76, 51, 'Female', 62.51443702758789, 1.9004139552698076, 0.073696738, 43, 17.309475273442477, 90.33333333333333, 'High Risk'),
(87485, 92, 16, '49:46.0', 36.14512305625928, 98.07362563733432, 131, 87, 43, 'Male', 83.57959851837445, 1.8779921486878146, 0.055626634, 44, 23.69805680068771, 101.66666666666667, 'High Risk'),
(87486, 68, 14, '48:46.0', 36.570114882390975, 98.57424266932117, 136, 73, 75, 'Female', 73.39563112, 1.641956702092186, 0.091748616, 63, 27.223678533755386, 94, 'Low Risk'),
(87487, 78, 15, '47:46.0', 36.479497081858355, 98.26835306712408, 132, 77, 65, 'Female', 85.20552051, 1.752801039112697, 0.072367126, 55, 27.733360040148636, 95.33333333333333, 'Low Risk'),
(87488, 64, 12, '46:46.0', 36.74825282435238, 99.78294209135085, 116, 76, 55, 'Female', 75.84140309533284, 1.7860585806766012, 0.1430853833409788, 40, 23.774695358116258, 89.33333333333333, 'Low Risk'),
(87489, 96, 14, '45:46.0', 36.33694064867795, 99.16171887142562, 117, 89, 85, 'Male', 94.35488196637299, 1.957152290886429, 0.060259764, 28, 24.63287679532328, 98.33333333333333, 'High Risk'),
(87490, 94, 12, '44:46.0', 36.49385362, 95.12988365139694, 115, 75, 51, 'Male', 72.59655981537313, 1.5582168844950735, 0.086941326, 40, 29.899245493242862, 88.33333333333333, 'High Risk'),
(87491, 90, 18, '43:46.0', 37.31643356279053, 97.90097650434204, 113, 70, 69, 'Female', 81.81071986598761, 1.814793918646708, 0.11181420250309174, 43, 24.840228330671017, 84.33333333333333, 'Low Risk'),
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(87670, 65, 13, '44:46.0', 36.83425483862779, 99.42708910069389, 114, 75, 27, 'Female', 69.13547488000913, 1.5158647631154654, 0.1471570165207821, 39, 30.087079586748953, 88, 'High Risk'),
(87671, 84, 13, '43:46.0', 36.89077449, 97.71185534708788, 112, 82, 23, 'Male', 95.01431910925942, 1.832475674421825, 0.078348597, 30, 28.295190618248203, 92, 'Low Risk'),
(87672, 93, 12, '42:46.0', 36.30119420932472, 98.9972815, 113, 75, 20, 'Male', 98.45295240634118, 1.6349856526093438, 0.058293823349551424, 38, 36.82992652, 87.66666666666667, 'High Risk'),
(87673, 82, 17, '41:46.0', 36.19366898093012, 96.44744507958869, 116, 78, 79, 'Female', 99.12089801677176, 1.5193873103028608, 0.11907163332844554, 38, 42.93665803184486, 90.66666666666667, 'High Risk'),
(87674, 84, 16, '40:46.0', 36.49689635853592, 96.34001166089983, 134, 89, 27, 'Male', 76.36425636101998, 1.5456584946860952, 0.074617767, 45, 31.964140932962835, 104, 'High Risk'),
(87675, 62, 14, '39:46.0', 37.186100838910924, 97.65001809067074, 117, 77, 61, 'Female', 72.29532980204449, 1.629533796808742, 0.13348759315691808, 40, 27.225978597927373, 90.33333333333333, 'Low Risk'),
(87676, 94, 18, '38:46.0', 36.19094536889976, 99.77925365859491, 123, 76, 65, 'Male', 72.01140074894485, 1.6585544020677356, 0.14742028293692422, 47, 26.178322650347276, 91.66666666666667, 'High Risk'),
(87677, 72, 15, '37:46.0', 36.02787063804479, 99.57312657431207, 123, 87, 31, 'Female', 52.29602197601758, 1.8979140405429769, 0.10088870511627451, 36, 14.518293677899663, 99, 'High Risk'),
(87678, 77, 12, '36:46.0', 36.049673372913134, 98.42493584314325, 116, 83, 24, 'Male', 78.71264934367541, 1.5005460174902352, 0.07579979, 33, 34.95794487711479, 94, 'High Risk'),
(87679, 81, 14, '35:46.0', 36.25055073068633, 97.08235640770465, 113, 72, 40, 'Female', 56.43607466147928, 1.6335469105521556, 0.11794186096364373, 41, 21.14918217224633, 85.66666666666667, 'Low Risk'),
(87680, 65, 12, '34:46.0', 36.61130811112237, 96.26895347645076, 113, 80, 49, 'Male', 80.47659197966618, 1.8521638804555258, 0.091894505, 33, 23.459068062979657, 91, 'Low Risk'),
(87681, 77, 19, '33:46.0', 36.95328346, 96.01461998145778, 127, 76, 39, 'Female', 56.538509106362646, 1.8642596794042774, 0.14938187733229485, 51, 16.26790167572828, 93, 'High Risk'),
(87682, 79, 16, '32:46.0', 36.83107551269207, 99.20243233320602, 129, 82, 49, 'Female', 51.33770485214886, 1.8196053807755797, 0.071900794, 47, 15.505366067540844, 97.66666666666667, 'High Risk'),
(87683, 61, 13, '31:46.0', 36.73189361306089, 98.51786033837413, 115, 87, 52, 'Female', 65.21028507558768, 1.9067906323153216, 0.059109848757363984, 28, 17.935359222787163, 96.33333333333333, 'High Risk'),
(87684, 60, 17, '30:46.0', 36.69914489505997, 95.32849928592589, 127, 84, 71, 'Female', 88.29020021696019, 1.849873223979225, 0.061289477, 43, 25.800526541480984, 98.33333333333333, 'Low Risk'),
(87685, 66, 18, '29:46.0', 37.35908995962883, 97.42161914084215, 136, 85, 34, 'Male', 68.00023614690596, 1.8892676484924227, 0.083546712, 51, 19.051248645139502, 102, 'Low Risk'),
(87686, 87, 16, '28:46.0', 36.28309035381229, 98.97282141537812, 130, 85, 42, 'Female', 67.53578721, 1.946975506477317, 0.12914013582307365, 45, 17.81611430681188, 100, 'High Risk'),
(87687, 79, 12, '27:46.0', 36.57256181494979, 97.00194802976748, 115, 77, 35, 'Female', 92.94124623045681, 1.7106399931171778, 0.11968607605910492, 38, 31.760786552968934, 89.66666666666667, 'High Risk'),
(87688, 67, 16, '26:46.0', 37.16055595982872, 99.92996087713114, 131, 70, 35, 'Male', 52.01780346862178, 1.7991227826550218, 0.080889543, 61, 16.070537523923115, 90.33333333333333, 'High Risk'),
(87689, 86, 17, '25:46.0', 36.581072394902506, 95.03481734, 115, 77, 43, 'Female', 52.22303647194552, 1.7502519529653195, 0.096542867, 38, 17.047510952323044, 89.66666666666667, 'High Risk'),
(87690, 78, 16, '24:46.0', 37.17274848, 96.71319069936406, 129, 84, 50, 'Male', 97.13027024933133, 1.6704531671599723, 0.070330592, 45, 34.80855449381327, 99, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(87692, 85, 17, '22:46.0', 36.91504637638071, 96.04930440905335, 126, 79, 66, 'Male', 51.30353477238246, 1.6079381870232985, 0.082249038, 47, 19.843057453920647, 94.66666666666667, 'Low Risk'),
(87693, 65, 14, '21:46.0', 36.32930158677596, 97.51803944290957, 135, 83, 74, 'Female', 65.86722374350843, 1.5471603387113788, 0.1168542150693897, 52, 27.516849659983773, 100.33333333333333, 'Low Risk'),
(87694, 68, 15, '20:46.0', 37.30499156417587, 95.79326299628379, 112, 70, 26, 'Male', 62.46081727526851, 1.7917605228039695, 0.14868714943452055, 42, 19.45573915856766, 84, 'Low Risk'),
(87695, 95, 12, '19:46.0', 36.51334144769767, 97.81280783009325, 115, 76, 29, 'Male', 97.09837166607639, 1.5196336152197392, 0.067769301, 39, 42.04691754144232, 89, 'High Risk'),
(87696, 97, 17, '18:46.0', 36.36976851689868, 97.81361512478055, 115, 87, 42, 'Male', 67.25968584945821, 1.5717691781448893, 0.13682267537330772, 28, 27.225589885663176, 96.33333333333333, 'High Risk'),
(87697, 65, 15, '17:46.0', 36.33224172001822, 98.18603255509673, 138, 87, 81, 'Male', 98.72919183486259, 1.630487427, 0.13004434763212686, 51, 37.13732971340974, 104, 'High Risk'),
(87698, 86, 12, '16:46.0', 37.38033566, 95.56961558372048, 113, 73, 46, 'Male', 83.34870874075264, 1.8468647476515865, 0.086156399, 40, 24.435919885649565, 86.33333333333333, 'Low Risk'),
(87699, 67, 16, '15:46.0', 36.071123014903904, 95.17196379, 139, 86, 30, 'Female', 65.57011487491242, 1.9795344801376291, 0.13017011552685354, 53, 16.73323086111924, 103.66666666666666, 'High Risk'),
(87700, 66, 17, '14:46.0', 36.059659172587956, 98.07665696033705, 128, 83, 71, 'Male', 95.92391358410839, 1.750914717645123, 0.072219448, 45, 31.289376032248168, 98, 'High Risk'),
(87701, 75, 14, '13:46.0', 37.44320412, 95.43621822, 124, 81, 36, 'Male', 63.903512152592285, 1.9170374697544683, 0.065697563, 43, 17.388556254326147, 95.33333333333333, 'High Risk'),
(87702, 64, 15, '12:46.0', 36.98544492355416, 99.61854660266846, 135, 77, 79, 'Female', 86.68950517886884, 1.8239595900165022, 0.13196204904421505, 58, 26.057701182241118, 96.33333333333333, 'Low Risk'),
(87703, 93, 18, '11:46.0', 36.88037730651389, 98.29345725801254, 112, 75, 85, 'Male', 92.31658759628765, 1.7339839636449939, 0.059135730051306595, 37, 30.703620493971727, 87.33333333333333, 'High Risk'),
(87704, 91, 13, '10:46.0', 36.25485918, 99.41163745922839, 112, 81, 18, 'Male', 79.84713926113035, 1.6263660280636898, 0.13174686596441615, 31, 30.187195880309638, 91.33333333333333, 'High Risk'),
(87705, 98, 13, '09:46.0', 36.13344066939948, 95.51071795603562, 134, 73, 54, 'Male', 67.93172722357943, 1.9791997475616623, 0.07094302, 61, 17.341769252789256, 93.33333333333333, 'High Risk'),
(87706, 60, 16, '08:46.0', 36.815077702752774, 95.36901936934727, 119, 81, 18, 'Male', 80.29149106636743, 1.5138193669086062, 0.0985543, 38, 35.03655595452782, 93.66666666666667, 'High Risk'),
(87707, 98, 17, '07:46.0', 37.00713007, 98.61469195725452, 126, 81, 70, 'Female', 75.86938917478273, 1.7537131254185274, 0.080487887, 45, 24.668882860895902, 96, 'High Risk'),
(87708, 69, 15, '06:46.0', 36.948518356231546, 97.41736477947039, 126, 72, 26, 'Male', 94.32853017317994, 1.6601434536082507, 0.064380208, 54, 34.225660092657805, 90, 'High Risk'),
(87709, 62, 15, '05:46.0', 37.206122527357124, 98.20270013880622, 133, 89, 55, 'Female', 62.00689007569768, 1.8140110058315209, 0.1000756714263065, 44, 18.843436772813938, 103.66666666666667, 'Low Risk'),
(87710, 69, 19, '04:46.0', 36.704976387285086, 96.55467691071235, 116, 73, 22, 'Female', 96.65046148, 1.953494209101819, 0.1190370935097007, 43, 25.326762377936948, 87.33333333333333, 'Low Risk'),
(87711, 86, 16, '03:46.0', 36.25144789530498, 95.92256838382276, 134, 80, 46, 'Female', 56.709784279692705, 1.8991770972104194, 0.08479965, 54, 15.722697781122344, 98, 'High Risk'),
(87712, 61, 14, '02:46.0', 36.131711429893095, 95.98151204650958, 118, 74, 23, 'Female', 56.57743796531569, 1.8459460724679038, 0.1054940492122544, 44, 16.60371454782099, 88.66666666666667, 'High Risk'),
(87713, 72, 12, '01:46.0', 36.098909578971565, 96.20928558110847, 139, 84, 83, 'Male', 87.17435528867131, 1.5617150277241243, 0.10419970929554537, 55, 35.742519720684015, 102.33333333333333, 'High Risk'),
(87714, 92, 14, '00:46.0', 37.32299306, 98.38363721899765, 117, 81, 53, 'Female', 89.92800783, 1.657259152652336, 0.061550213, 36, 32.74267219743011, 93, 'High Risk'),
(87715, 74, 18, '59:46.0', 36.482814202954025, 97.96971454240928, 116, 77, 62, 'Male', 98.01325844224743, 1.605451614381541, 0.12843468173581402, 39, 38.02685293658879, 90, 'High Risk'),
(87716, 61, 13, '58:46.0', 36.307649127178784, 98.69589495980964, 135, 75, 66, 'Female', 67.10451027467158, 1.7890061080321014, 0.12969572696708176, 60, 20.966602643275003, 95, 'Low Risk'),
(87717, 70, 14, '57:46.0', 36.57386211703694, 96.89870053387855, 129, 76, 21, 'Female', 98.07279073976281, 1.8340536389887965, 0.059136634, 53, 29.155766790440314, 93.66666666666666, 'Low Risk'),
(87718, 98, 17, '56:46.0', 36.232885510609904, 99.01141833253092, 113, 75, 81, 'Female', 84.66209276, 1.9072646652709477, 0.080855785, 38, 23.273787981502043, 87.66666666666667, 'High Risk'),
(87719, 82, 18, '55:46.0', 37.02464527895743, 99.96609802123102, 135, 79, 56, 'Female', 74.46891969039554, 1.6051811198309094, 0.13412715372833872, 56, 28.901938183768277, 97.66666666666666, 'Low Risk'),
(87720, 95, 12, '54:46.0', 36.656342656633655, 98.22099694272733, 123, 76, 55, 'Male', 95.67097266451967, 1.570525416476177, 0.12130438590371996, 47, 38.78736267832765, 91.66666666666667, 'High Risk'),
(87721, 75, 18, '53:46.0', 36.953053029552784, 99.54021345745073, 121, 75, 64, 'Male', 62.931486312935476, 1.5826582423145368, 0.051925598444560905, 46, 25.12428442585251, 90.33333333333333, 'Low Risk'),
(87722, 65, 17, '52:46.0', 37.47318584830786, 97.38292161, 128, 85, 21, 'Female', 58.14235720158077, 1.7317258695502231, 0.051362848, 43, 19.38805956981558, 99.33333333333333, 'Low Risk'),
(87723, 97, 13, '51:46.0', 36.85632716, 96.79902251675337, 116, 88, 36, 'Female', 90.02098567842961, 1.7883092411861223, 0.12599126360275864, 28, 28.148711654886917, 97.33333333333333, 'High Risk'),
(87724, 88, 16, '50:46.0', 37.06993616644171, 99.60134117073648, 127, 70, 57, 'Male', 95.52698621605259, 1.9920644314900762, 0.1128937065089731, 57, 24.072395720215056, 89, 'Low Risk'),
(87725, 83, 19, '49:46.0', 37.46706370262327, 96.61449276740025, 116, 78, 39, 'Female', 72.72001616718339, 1.9768898515648816, 0.050239617, 38, 18.607542639959558, 90.66666666666667, 'Low Risk'),
(87726, 67, 18, '48:46.0', 36.62336776, 99.80361284709488, 110, 86, 48, 'Male', 79.09691307458935, 1.8688507221634607, 0.12483443373352393, 24, 22.646980656676508, 94, 'Low Risk'),
(87727, 80, 12, '47:46.0', 36.89616131136791, 99.89091292827622, 136, 87, 48, 'Male', 92.15778011064037, 1.9118560688513748, 0.11702879720803898, 49, 25.212831244994643, 103.33333333333333, 'Low Risk'),
(87728, 95, 17, '46:46.0', 36.28669198, 97.99052550670451, 139, 80, 72, 'Female', 96.56323982736865, 1.695599244834423, 0.080262223, 59, 33.58655031029832, 99.66666666666666, 'High Risk'),
(87729, 63, 16, '45:46.0', 36.396947603031066, 98.13158717795092, 110, 76, 37, 'Male', 97.22377826, 1.875964997300482, 0.078848547, 34, 27.62631967, 87.33333333333333, 'Low Risk'),
(87730, 88, 15, '44:46.0', 37.252252276260684, 98.26057971437409, 136, 74, 44, 'Female', 97.14468196149502, 1.5590994884499412, 0.13728388671020358, 62, 39.96422291089125, 94.66666666666666, 'High Risk'),
(87731, 62, 14, '43:46.0', 36.22887620002462, 98.15194879122957, 131, 75, 88, 'Male', 68.79957732665827, 1.7205990669738955, 0.1313309158011957, 56, 23.239479884270608, 93.66666666666666, 'Low Risk'),
(87732, 80, 18, '42:46.0', 36.52816128336212, 95.28899758, 129, 76, 65, 'Female', 50.795533949161275, 1.5849215372456653, 0.14460628749591165, 53, 20.221342999635937, 93.66666666666666, 'Low Risk'),
(87733, 89, 13, '41:46.0', 36.66436212, 97.27459858, 126, 71, 32, 'Female', 53.96875700023786, 1.737585077545244, 0.07912344, 55, 17.875173226973875, 89.33333333333333, 'High Risk'),
(87734, 74, 16, '40:46.0', 36.32094818443616, 96.49639184408967, 119, 73, 40, 'Male', 76.49648959, 1.865023313639499, 0.06616362, 46, 21.99241772006006, 88.33333333333333, 'Low Risk'),
(87735, 76, 12, '39:46.0', 37.27824855488565, 98.07559428435783, 135, 87, 88, 'Male', 68.48857535, 1.8644287517361804, 0.14742824732752588, 48, 19.702736496327198, 103, 'Low Risk'),
(87736, 72, 12, '38:46.0', 37.065934981946484, 99.66608865299672, 118, 89, 22, 'Male', 70.71419607, 1.925083503232588, 0.065648383, 29, 19.081278203050413, 98.66666666666667, 'Low Risk'),
(87737, 82, 19, '37:46.0', 36.279148558130224, 98.09382144534048, 124, 75, 24, 'Male', 93.88390961, 1.8292310485608687, 0.10019006996772725, 49, 28.057827320200964, 91.33333333333333, 'Low Risk'),
(87738, 90, 12, '36:46.0', 37.48536904163706, 96.83350321281847, 114, 79, 41, 'Male', 90.59130491, 1.957754384014051, 0.072184496, 35, 23.635789043803832, 90.66666666666667, 'Low Risk'),
(87739, 67, 12, '35:46.0', 37.26513262892813, 98.46480211264264, 111, 88, 19, 'Male', 85.65356135, 1.7235486787271193, 0.13909975708627734, 23, 28.833563351380835, 95.66666666666667, 'Low Risk'),
(87740, 84, 13, '34:46.0', 36.551642466500994, 99.65525047986905, 135, 75, 33, 'Male', 53.70193017005559, 1.6007477194673545, 0.071479423, 60, 20.957723773100806, 95, 'Low Risk'),
(87741, 64, 15, '33:46.0', 37.134979713163574, 99.89845615166915, 128, 75, 79, 'Female', 67.79317149542966, 1.573077020985256, 0.075842667, 53, 27.395925554137754, 92.66666666666666, 'Low Risk'),
(87742, 84, 13, '32:46.0', 36.19535175366321, 96.08073421450707, 125, 81, 65, 'Female', 91.80064154, 1.782796704158877, 0.1472056752967264, 44, 28.882984764833623, 95.66666666666667, 'Low Risk'),
(87743, 88, 12, '31:46.0', 37.38785874484491, 99.06416300522783, 139, 79, 70, 'Female', 94.34627395935075, 1.532471185036808, 0.079397688, 60, 40.17354149694985, 99, 'High Risk'),
(87744, 64, 15, '30:46.0', 36.77732259678448, 96.11977767319759, 139, 78, 70, 'Male', 50.729221289696085, 1.5379053479015066, 0.096600366, 61, 21.448601554198437, 98.33333333333333, 'Low Risk'),
(87745, 94, 16, '29:46.0', 36.94069044450659, 99.42594005218733, 128, 71, 45, 'Male', 59.161048891139025, 1.7628960898224268, 0.12706368426084635, 57, 19.036295433813216, 90, 'High Risk'),
(87746, 82, 13, '28:46.0', 37.045603605262265, 95.09067901692462, 118, 87, 79, 'Male', 59.51938615504287, 1.5741169449575187, 0.11766554991109897, 31, 24.020633420892654, 97.33333333333333, 'Low Risk'),
(87747, 83, 12, '27:46.0', 36.18907076628143, 96.03374427815831, 139, 82, 85, 'Male', 79.87292444067842, 1.7021603863738657, 0.13505114416655573, 57, 27.567578982899782, 101, 'Low Risk'),
(87748, 62, 12, '26:46.0', 36.31571483993314, 99.32846812897166, 110, 70, 63, 'Male', 74.42021741888469, 1.5155313974148097, 0.13351887158758638, 40, 32.401197265873776, 83.33333333333333, 'High Risk'),
(87749, 98, 16, '25:46.0', 36.34242980254133, 98.85650560692956, 128, 74, 68, 'Female', 89.20046000949093, 1.7418160425396796, 0.099850084, 54, 29.401028405642702, 92, 'High Risk'),
(87750, 99, 12, '24:46.0', 37.27556179631169, 96.59464112, 134, 78, 72, 'Female', 57.75524935048953, 1.915462909376328, 0.14347188416956436, 56, 15.741422283684589, 96.66666666666666, 'High Risk'),
(87751, 96, 17, '23:46.0', 37.12457060753089, 96.36144596813634, 117, 75, 31, 'Male', 90.33724238444557, 1.6259370722287594, 0.069107386, 42, 34.17113173, 89, 'High Risk'),
(87752, 91, 16, '22:46.0', 36.30323210134315, 96.42059963837896, 128, 76, 86, 'Female', 68.01876423828239, 1.9416003265533626, 0.079412318, 52, 18.043013110568726, 93.33333333333333, 'High Risk'),
(87753, 78, 16, '21:46.0', 36.56010001878181, 98.10803745396706, 135, 71, 25, 'Female', 58.56310233927932, 1.6578338002441908, 0.1307472443779082, 64, 21.307970917529204, 92.33333333333333, 'Low Risk'),
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(87932, 63, 17, '22:46.0', 37.14399965784713, 96.27715260925731, 135, 72, 63, 'Male', 51.604338112306216, 1.7418577558870332, 0.13843125961028396, 63, 17.00829730876043, 93, 'High Risk'),
(87933, 88, 16, '21:46.0', 36.671708949658964, 99.05663566, 137, 80, 87, 'Male', 55.476890634730424, 1.6470172136562515, 0.057291934, 57, 20.451060590397176, 99, 'Low Risk'),
(87934, 78, 14, '20:46.0', 37.35841732376406, 98.96289320446385, 137, 88, 39, 'Male', 81.17326143580496, 1.5086011483083648, 0.081084697, 49, 35.66679846447092, 104.33333333333333, 'High Risk'),
(87935, 71, 17, '19:46.0', 36.91586725740737, 98.71133203226377, 123, 77, 34, 'Female', 62.16495764068515, 1.9610642794740787, 0.06890416, 46, 16.16448913943065, 92.33333333333333, 'High Risk'),
(87936, 86, 12, '18:46.0', 36.69254579, 95.66243986831545, 115, 88, 21, 'Female', 56.183231886584856, 1.641884821048413, 0.10456559535692111, 27, 20.84113381847526, 97, 'Low Risk'),
(87937, 89, 17, '17:46.0', 36.235077157272876, 99.58348518294906, 135, 79, 39, 'Female', 77.22685868012788, 1.8736917178163837, 0.065339049, 56, 21.997437650026352, 97.66666666666666, 'Low Risk'),
(87938, 69, 18, '16:46.0', 36.72945193329006, 95.07442415119866, 123, 85, 18, 'Female', 88.94248293624327, 1.7792964279852075, 0.13462979737691882, 38, 28.09393901602952, 97.66666666666667, 'Low Risk'),
(87939, 74, 13, '15:46.0', 36.63796161707719, 99.69425556344562, 136, 79, 35, 'Female', 60.875415851688075, 1.5194563736155176, 0.11504889272657202, 57, 26.367288468930713, 98, 'Low Risk'),
(87940, 81, 19, '14:46.0', 36.882025887648616, 96.16485443381599, 136, 86, 33, 'Female', 72.47136088074447, 1.6086522560546328, 0.072812792, 50, 28.005418819364206, 102.66666666666666, 'Low Risk'),
(87941, 62, 19, '13:46.0', 36.95533000373193, 96.13713639742632, 126, 81, 73, 'Male', 89.28541040447536, 1.601616923557248, 0.13563772103608285, 45, 34.80672811900098, 96, 'High Risk'),
(87942, 75, 15, '12:46.0', 36.51490028123403, 96.45939321, 118, 84, 21, 'Female', 65.03089864428526, 1.691906093716944, 0.12973601079516778, 34, 22.717850969090847, 95.33333333333333, 'Low Risk'),
(87943, 90, 13, '11:46.0', 37.32920273263085, 97.53026286560657, 127, 82, 55, 'Male', 68.20775981782532, 1.5242811372176912, 0.1043334280648181, 45, 29.356456695769197, 97, 'Low Risk'),
(87944, 60, 14, '10:46.0', 37.234086296858386, 95.61872881547899, 139, 86, 77, 'Male', 58.413075443606814, 1.7093199416659361, 0.084140987, 53, 19.99232733, 103.66666666666666, 'Low Risk'),
(87945, 98, 16, '09:46.0', 36.61189196, 98.29046591960685, 110, 88, 32, 'Male', 73.22956661839346, 1.5069796585322768, 0.059230928, 22, 32.245690675112996, 95.33333333333333, 'High Risk'),
(87946, 68, 14, '08:46.0', 37.43657816572369, 96.66016333166927, 132, 88, 34, 'Female', 87.67333789702303, 1.800211011682039, 0.12548336015041112, 44, 27.053328964824004, 102.66666666666667, 'Low Risk'),
(87947, 74, 13, '07:46.0', 36.113038399923525, 98.98998804, 110, 83, 85, 'Male', 92.95933612961595, 1.9636753606234776, 0.14232747792456735, 27, 24.107580848740714, 92, 'Low Risk'),
(87948, 65, 13, '06:46.0', 36.48047005372111, 99.25415335744606, 134, 77, 56, 'Male', 66.00228594738418, 1.9757893146501702, 0.1296396881630158, 57, 16.90743445862662, 96, 'High Risk'),
(87949, 60, 17, '05:46.0', 36.563238183972466, 95.88448338, 112, 70, 19, 'Female', 69.67850677988463, 1.7895778187481126, 0.052506792, 42, 21.75693221890376, 84, 'Low Risk'),
(87950, 75, 14, '04:46.0', 36.63507023869655, 97.17975538091656, 132, 87, 56, 'Female', 67.19484868433298, 1.9677419552141742, 0.12382495492032562, 45, 17.35400384055042, 102, 'High Risk'),
(87951, 63, 17, '03:46.0', 37.03650440707057, 98.80510403449713, 135, 78, 25, 'Male', 73.2544216, 1.5689706614053893, 0.12928184162214848, 57, 29.758031439369905, 97, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(87952, 94, 17, '02:46.0', 37.11243528095654, 99.61490717887698, 126, 84, 65, 'Male', 91.20044227, 1.7043675470502666, 0.11811468964329308, 42, 31.395718902192076, 98, 'High Risk'),
(87953, 80, 14, '01:46.0', 36.16340091977078, 99.65784629667651, 126, 77, 39, 'Male', 95.11865213581444, 1.5249116594191654, 0.11074251551382408, 49, 40.90499251062473, 93.33333333333333, 'High Risk'),
(87954, 66, 15, '00:46.0', 36.41991114241293, 98.93561639, 127, 85, 44, 'Male', 58.66400451572321, 1.9988678568688658, 0.095756374, 42, 14.682619250607717, 99, 'High Risk'),
(87955, 90, 15, '59:46.0', 37.26603710838867, 95.71424097456365, 126, 73, 31, 'Female', 92.39215203525785, 1.9845417852658722, 0.077814252, 53, 23.459275084582483, 90.66666666666666, 'Low Risk'),
(87956, 96, 18, '58:46.0', 36.36316639332675, 98.20582585966642, 113, 86, 61, 'Female', 73.03435685263739, 1.948023670038011, 0.10598746353422497, 27, 19.245923268927857, 95, 'High Risk'),
(87957, 98, 15, '57:46.0', 36.29830588442986, 99.79464966548346, 111, 83, 35, 'Female', 98.51905469205664, 1.723749397201073, 0.1112286538258995, 28, 33.15675203779495, 92.33333333333333, 'High Risk'),
(87958, 62, 15, '56:46.0', 36.65951003649397, 98.70907159225112, 131, 84, 54, 'Female', 73.04338304709552, 1.5155757525903704, 0.080179619, 47, 31.79988743456474, 99.66666666666667, 'High Risk'),
(87959, 67, 15, '55:46.0', 36.819960924420954, 97.14351104, 133, 82, 43, 'Female', 82.21982708593062, 1.9617750328241823, 0.13082059095357668, 51, 21.363782753248937, 99, 'Low Risk'),
(87960, 91, 18, '54:46.0', 36.20221376720925, 96.35546137, 137, 72, 41, 'Male', 92.12721081651463, 1.661104856516004, 0.14156552763319863, 65, 33.388263094161864, 93.66666666666666, 'High Risk'),
(87961, 80, 14, '53:46.0', 36.99031200946298, 99.32192813, 116, 71, 27, 'Male', 50.83419942039582, 1.715558503, 0.095155908, 45, 17.272091210575248, 86, 'High Risk'),
(87962, 87, 19, '52:46.0', 36.62389533728284, 97.49447924232399, 139, 75, 70, 'Female', 50.16577624, 1.6371321878125755, 0.1326813598122935, 64, 18.71716384608036, 96.33333333333333, 'Low Risk'),
(87963, 85, 16, '51:46.0', 36.037980424991595, 95.60040072003774, 125, 89, 86, 'Female', 86.31308266445996, 1.6941572468317063, 0.14606830468295168, 36, 30.07247634925021, 101, 'High Risk'),
(87964, 88, 15, '50:46.0', 37.11916633450325, 98.32786423756009, 138, 80, 49, 'Female', 89.52842828057061, 1.6949632346880634, 0.12030376328801527, 58, 31.163081501429872, 99.33333333333333, 'High Risk'),
(87965, 64, 17, '49:46.0', 36.55942255244719, 99.43699455263129, 129, 75, 57, 'Male', 84.51149968, 1.885979826774816, 0.14470774359588423, 54, 23.759742106688435, 93, 'Low Risk'),
(87966, 65, 19, '48:46.0', 36.18219912867886, 98.11508141958679, 133, 78, 42, 'Male', 77.49219574475897, 1.886653095799178, 0.14808317239578284, 55, 21.770773610934807, 96.33333333333333, 'Low Risk'),
(87967, 66, 14, '47:46.0', 36.285317998849365, 96.75460690333223, 132, 82, 86, 'Female', 66.81395822342354, 1.6924908538957766, 0.090791306, 50, 23.324618024676194, 98.66666666666666, 'Low Risk'),
(87968, 62, 15, '46:46.0', 36.02925305941148, 97.18930862776138, 122, 87, 75, 'Female', 67.16919606156549, 1.508303428698498, 0.13054489162298233, 35, 29.525190861760876, 98.66666666666667, 'Low Risk'),
(87969, 66, 17, '45:46.0', 37.431600765298114, 98.49780393954211, 133, 76, 30, 'Female', 61.58951001246538, 1.739552394091254, 0.1308375449395503, 57, 20.35315411646295, 95, 'Low Risk'),
(87970, 68, 15, '44:46.0', 36.969017040969376, 99.16378895069988, 114, 74, 61, 'Male', 70.76514820067543, 1.5798403483469907, 0.10444784447081948, 40, 28.35260829, 87.33333333333333, 'Low Risk'),
(87971, 86, 14, '43:46.0', 36.92696403854669, 97.84180293621809, 120, 89, 25, 'Male', 98.13732403207592, 1.6217661614290084, 0.11263583306575849, 31, 37.312791610292386, 99.33333333333333, 'High Risk'),
(87972, 75, 13, '42:46.0', 37.03534849928303, 95.50573144196562, 125, 82, 43, 'Female', 93.68112891319007, 1.828390573, 0.10602017206292166, 43, 28.02297044627306, 96.33333333333333, 'Low Risk'),
(87973, 71, 14, '41:46.0', 36.20936297314265, 95.30015609284773, 133, 87, 47, 'Male', 87.85227052017655, 1.557302469085689, 0.14976802666730954, 46, 36.22488753945192, 102.33333333333333, 'High Risk'),
(87974, 78, 14, '40:46.0', 36.146208238199094, 96.67774664844069, 118, 77, 68, 'Female', 97.587573, 1.8874705032141705, 0.063777716, 41, 27.39265770127077, 90.66666666666667, 'Low Risk'),
(87975, 90, 15, '39:46.0', 36.1112437, 97.84435740660741, 121, 87, 66, 'Female', 84.10677273989722, 1.823248324631038, 0.14801033967125055, 34, 25.30109531148307, 98.33333333333333, 'Low Risk'),
(87976, 69, 18, '38:46.0', 36.24559693421211, 96.93548056, 122, 85, 22, 'Female', 73.29573838407079, 1.5515562273655976, 0.13158005437108655, 37, 30.446942482646307, 97.33333333333333, 'High Risk'),
(87977, 64, 17, '37:46.0', 36.93979722770192, 98.24398633970573, 123, 72, 19, 'Female', 95.09256269338366, 1.9985129293421666, 0.068992242, 51, 23.808532480981423, 89, 'Low Risk'),
(87978, 85, 14, '36:46.0', 37.20233922250486, 95.69160190637248, 112, 81, 70, 'Male', 72.47048780882379, 1.843023964298771, 0.077211791, 31, 21.335322900948004, 91.33333333333333, 'Low Risk'),
(87979, 75, 17, '35:46.0', 37.10186506747439, 99.91763565752242, 117, 71, 60, 'Male', 61.149123302686895, 1.8431304633682504, 0.097733756, 46, 18.000231081171385, 86.33333333333333, 'High Risk'),
(87980, 82, 12, '34:46.0', 37.04403221706468, 96.65269560694625, 125, 73, 52, 'Male', 59.312685534935866, 1.8764702333258643, 0.10428504579613593, 52, 16.844736788868715, 90.33333333333333, 'High Risk'),
(87981, 80, 13, '33:46.0', 36.823181079422916, 98.71520205543797, 126, 82, 30, 'Male', 69.38282694784459, 1.758205380041277, 0.053704928, 44, 22.44464711206785, 96.66666666666667, 'Low Risk'),
(87982, 74, 17, '32:46.0', 37.01455907229705, 96.98284391, 114, 75, 32, 'Male', 88.26071275, 1.9416619151703731, 0.12271940938579125, 39, 23.411012985226655, 88, 'Low Risk'),
(87983, 96, 15, '31:46.0', 37.11284795, 98.01659404886989, 117, 79, 69, 'Female', 75.93883368791282, 1.8235482418032987, 0.099614017, 38, 22.836492924842148, 91.66666666666667, 'High Risk'),
(87984, 81, 13, '30:46.0', 37.18700753180005, 95.53631890358771, 125, 75, 65, 'Female', 63.33619836521211, 1.8280136066854107, 0.089071024, 50, 18.95366254207967, 91.66666666666666, 'Low Risk'),
(87985, 80, 12, '29:46.0', 37.338954992059115, 99.59852193902975, 111, 81, 64, 'Male', 68.68063592238215, 1.528730612267125, 0.14498269445821682, 30, 29.38815916, 91, 'Low Risk'),
(87986, 66, 14, '28:46.0', 37.30126344389873, 97.94017528973572, 134, 73, 89, 'Male', 50.89738048, 1.9569240218456319, 0.12421410134413137, 61, 13.290689205798804, 93.33333333333333, 'High Risk'),
(87987, 82, 13, '27:46.0', 37.376521076581206, 97.31465683286372, 122, 78, 49, 'Female', 71.56321016832754, 1.7854968918507588, 0.077942541, 44, 22.447687964463118, 92.66666666666667, 'Low Risk'),
(87988, 68, 18, '26:46.0', 36.95090894496777, 98.99525888732052, 118, 74, 70, 'Male', 71.97803484697516, 1.5174225984878296, 0.054959808573577545, 44, 31.259850030055034, 88.66666666666667, 'High Risk'),
(87989, 68, 17, '25:46.0', 36.89963819132116, 99.14063356192526, 112, 72, 64, 'Female', 64.87230204987559, 1.867739935894255, 0.11673589858569913, 40, 18.596298112833725, 85.33333333333333, 'Low Risk'),
(87990, 61, 13, '24:46.0', 36.56342600630555, 97.00224709187395, 129, 76, 82, 'Male', 96.51340214171319, 1.9781706697756425, 0.099061725, 53, 24.663806719716685, 93.66666666666666, 'Low Risk'),
(87991, 86, 19, '23:46.0', 36.59329144405862, 99.36578467579396, 119, 80, 37, 'Female', 71.74750602772401, 1.6264279020194539, 0.090223227, 39, 27.122965842960756, 93, 'Low Risk'),
(87992, 82, 19, '22:46.0', 36.874613941096506, 97.03734437469762, 131, 85, 18, 'Male', 95.07902423749186, 1.553142378781602, 0.11285191480594826, 46, 39.41505856244282, 100.33333333333333, 'High Risk'),
(87993, 80, 18, '21:46.0', 37.423625667454914, 95.70369882908355, 113, 78, 81, 'Female', 69.36335427488102, 1.642399646, 0.10825627670832748, 35, 25.714163496194274, 89.66666666666667, 'Low Risk'),
(87994, 68, 13, '20:46.0', 36.22516579581865, 96.65547007, 137, 89, 23, 'Male', 50.49982124283108, 1.6346909761699462, 0.14335090962932362, 48, 18.898115996262888, 105, 'Low Risk'),
(87995, 87, 13, '19:46.0', 36.09937605239277, 97.20819605, 135, 73, 57, 'Male', 56.25923177111394, 1.8972798300057256, 0.069527001, 62, 15.628993768057995, 93.66666666666666, 'High Risk'),
(87996, 83, 13, '18:46.0', 36.02684512475004, 95.59714172058621, 121, 74, 44, 'Female', 88.10353010473102, 1.5589690758530825, 0.067935618, 47, 36.250859575516735, 89.66666666666667, 'High Risk'),
(87997, 86, 15, '17:46.0', 36.90121603934458, 95.17916573, 123, 86, 25, 'Female', 79.99897446138266, 1.6384562954561765, 0.066976863, 37, 29.799892459826726, 98.33333333333333, 'Low Risk'),
(87998, 63, 13, '16:46.0', 36.85327036202554, 96.76936939323627, 136, 70, 27, 'Male', 66.23678497958718, 1.6743238993684626, 0.086134951, 66, 23.627637083107643, 92, 'Low Risk'),
(87999, 78, 16, '15:46.0', 37.31036905948495, 98.51032559912521, 121, 88, 87, 'Female', 63.35500393129329, 1.9228385569514026, 0.087969599, 33, 17.135440688708265, 99, 'High Risk'),
(88000, 63, 17, '14:46.0', 37.070938264597466, 98.72203452, 111, 72, 88, 'Male', 84.32186557648274, 1.7910432546558628, 0.050149968221375144, 39, 26.28621511585596, 85, 'Low Risk'),
(88001, 83, 14, '13:46.0', 36.52160729715916, 98.85387142425174, 128, 76, 63, 'Female', 69.04814625736941, 1.805689502524894, 0.11648907667322957, 52, 21.177070236365054, 93.33333333333333, 'Low Risk'),
(88002, 99, 15, '12:46.0', 36.82628915092047, 99.28757114937295, 121, 82, 43, 'Female', 79.23110181188456, 1.6780828966281538, 0.13436969634246954, 39, 28.136422281532404, 95, 'High Risk'),
(88003, 67, 12, '11:46.0', 36.598238158317386, 95.19589732, 118, 71, 34, 'Male', 72.78875716, 1.896002077113791, 0.1464824875056551, 47, 20.248212336972333, 86.66666666666667, 'Low Risk'),
(88004, 98, 18, '10:46.0', 37.34376721621445, 95.94707901963648, 119, 88, 35, 'Male', 62.73433223744648, 1.7069370484537636, 0.064901282, 31, 21.531300896390654, 98.33333333333333, 'High Risk'),
(88005, 67, 18, '09:46.0', 37.28092463199241, 95.29039306, 125, 86, 70, 'Female', 52.84026111354458, 1.8066094159896324, 0.072996647, 39, 16.189611090297536, 99, 'High Risk'),
(88006, 84, 17, '08:46.0', 37.43860902592234, 97.87712144986973, 138, 76, 56, 'Male', 97.43293804564817, 1.610737415462816, 0.12282975301780813, 62, 37.55400889796178, 96.66666666666666, 'High Risk'),
(88007, 76, 14, '07:46.0', 36.05000857712751, 97.51138085108387, 135, 73, 65, 'Male', 66.04704619890018, 1.8425483174184085, 0.1120688487030635, 62, 19.45430091078038, 93.66666666666666, 'Low Risk'),
(88008, 76, 12, '06:46.0', 36.73392668350877, 96.90451157, 131, 85, 81, 'Male', 97.81566149536263, 1.6557670097920367, 0.13850281062713235, 46, 35.67877589401745, 100.33333333333333, 'High Risk'),
(88009, 70, 18, '05:46.0', 36.789732376027445, 97.51668844, 126, 77, 61, 'Female', 92.47762988180457, 1.8978462646935699, 0.1001107086003068, 49, 25.67524708936974, 93.33333333333333, 'Low Risk'),
(88010, 71, 17, '04:46.0', 36.60537050005632, 95.02918476899646, 131, 85, 64, 'Male', 55.19762558920813, 1.8207440659137037, 0.10029921169160971, 46, 16.650320204388326, 100.33333333333333, 'High Risk'),
(88011, 95, 13, '03:46.0', 36.48186020559943, 96.22433539445794, 122, 76, 88, 'Male', 95.42745657, 1.8215597536216528, 0.13361270008285475, 46, 28.759842563641506, 91.33333333333333, 'High Risk'),
(88012, 73, 15, '02:46.0', 37.39884542487615, 95.11503998816703, 126, 86, 58, 'Male', 89.82043659443715, 1.664088129885259, 0.08351505, 40, 32.43564333571673, 99.33333333333333, 'High Risk'),
(88013, 84, 19, '01:46.0', 37.113316713396486, 98.04457776307589, 128, 86, 78, 'Male', 72.96184123009763, 1.6723765569282625, 0.14466583597302418, 42, 26.087210525399588, 100, 'Low Risk'),
(88014, 62, 12, '00:46.0', 36.55539573083011, 95.45881470698839, 119, 73, 73, 'Male', 64.06094484983942, 1.7852126779610926, 0.074755806, 46, 20.100803363925998, 88.33333333333333, 'Low Risk'),
(88015, 60, 17, '59:46.0', 36.39440505316893, 99.16077472061785, 125, 76, 42, 'Female', 64.15211754, 1.5191529239141408, 0.070211409, 49, 27.79764526492276, 92.33333333333333, 'Low Risk'),
(88016, 80, 12, '58:46.0', 37.439070624440795, 95.01955998570809, 110, 78, 24, 'Female', 82.09063677124111, 1.505517219107455, 0.067654881, 32, 36.217808690381254, 88.66666666666667, 'High Risk'),
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(88195, 83, 14, '59:46.0', 36.45817006, 98.6179063, 139, 77, 19, 'Female', 83.18574253525121, 1.680464906354479, 0.067998873, 62, 29.45710092921231, 97.66666666666666, 'Low Risk'),
(88196, 79, 12, '58:46.0', 36.24067098877841, 98.09478617201924, 122, 73, 63, 'Female', 92.52782507935432, 1.678932057128518, 0.090466567, 49, 32.82510401455285, 89.33333333333333, 'High Risk'),
(88197, 60, 15, '57:46.0', 37.45208744432392, 99.48655231599102, 113, 76, 71, 'Male', 80.32610018522071, 1.911976837055607, 0.092294978, 37, 21.97310491199123, 88.33333333333333, 'Low Risk'),
(88198, 98, 15, '56:46.0', 36.386615256679676, 98.26683501487325, 133, 74, 41, 'Female', 74.19249723589655, 1.5883634132756965, 0.078089684, 59, 29.40764448421966, 93.66666666666666, 'High Risk'),
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(88200, 94, 13, '54:46.0', 36.71831531168211, 96.15563072609187, 120, 86, 29, 'Male', 59.90266433597163, 1.5860434217633421, 0.067811678, 34, 23.81310315397359, 97.33333333333333, 'High Risk'),
(88201, 68, 13, '53:46.0', 37.0643988, 95.31002077835215, 125, 76, 54, 'Male', 59.83617684976677, 1.607353771, 0.088713187, 49, 23.160124516901437, 92.33333333333333, 'Low Risk'),
(88202, 63, 17, '52:46.0', 36.458735688257434, 97.6814893, 131, 77, 76, 'Female', 98.55341595469599, 1.5069753624522435, 0.10994047815765712, 54, 43.39696698821623, 95, 'High Risk'),
(88203, 76, 13, '51:46.0', 37.303840085280584, 98.37432851998663, 116, 79, 42, 'Male', 78.72273792824186, 1.5264583991924991, 0.083466369, 37, 33.78549174119313, 91.33333333333333, 'High Risk'),
(88204, 81, 15, '50:46.0', 36.309975702991466, 99.75605425145312, 139, 83, 82, 'Male', 87.90260317, 1.5863569260535648, 0.062464564, 56, 34.930107195893946, 101.66666666666666, 'High Risk'),
(88205, 83, 14, '49:46.0', 36.26461261739294, 97.44584103858263, 115, 84, 24, 'Male', 70.06252102, 1.9222164341452972, 0.1430604490784666, 31, 18.961871026802935, 94.33333333333333, 'Low Risk'),
(88206, 87, 12, '48:46.0', 36.060392158248604, 98.98732138969861, 130, 85, 41, 'Male', 70.32674051853249, 1.6301389132874893, 0.12031784058527263, 45, 26.46496110375065, 100, 'Low Risk'),
(88207, 99, 15, '47:46.0', 36.73800074108593, 96.04380921565189, 138, 78, 56, 'Female', 86.15981295532072, 1.783137078461166, 0.10230741674113714, 60, 27.09787816973905, 98, 'High Risk'),
(88208, 60, 15, '46:46.0', 36.18156394130663, 98.83654081281932, 111, 86, 89, 'Female', 93.45620194895238, 1.5352441145500424, 0.051665846511616556, 25, 39.65091786, 94.33333333333333, 'High Risk'),
(88209, 79, 17, '45:46.0', 37.488409137059534, 98.41504939111378, 133, 84, 78, 'Male', 54.84194667466168, 1.5655168863263498, 0.076372522, 49, 22.37676748723905, 100.33333333333333, 'Low Risk'),
(88210, 90, 14, '44:46.0', 36.70048918171562, 98.15405302469452, 113, 83, 56, 'Female', 88.59687835, 1.6679855178056755, 0.075004636, 30, 31.84445854677298, 93, 'High Risk'),
(88211, 68, 13, '43:46.0', 36.09006683568433, 98.33671245018044, 127, 80, 89, 'Female', 81.87292860690168, 1.7129265865621284, 0.14667433227854917, 47, 27.903766246372932, 95.66666666666667, 'Low Risk'),
(88212, 73, 15, '42:46.0', 36.92899086735163, 98.95204541535459, 119, 79, 38, 'Female', 69.09019446974543, 1.5587368695737953, 0.092688614, 40, 28.436150159146163, 92.33333333333333, 'Low Risk'),
(88213, 83, 14, '41:46.0', 36.70782799839297, 99.25514902, 122, 78, 39, 'Male', 67.85230871422769, 1.640076263797602, 0.070844314, 44, 25.225311784442173, 92.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(88215, 84, 15, '39:46.0', 36.83321225550294, 98.67266180855951, 133, 79, 53, 'Male', 74.67750166650458, 1.5593937076281459, 0.12777084814011988, 54, 30.709887487622932, 97, 'High Risk'),
(88216, 80, 13, '38:46.0', 37.2311998, 96.02829831401105, 138, 77, 89, 'Female', 90.52762491971714, 1.7180637138343642, 0.062386196, 61, 30.669210438109186, 97.33333333333333, 'High Risk'),
(88217, 85, 17, '37:46.0', 37.022967900993976, 97.90853282608194, 137, 79, 49, 'Male', 91.44076436165146, 1.6708431846784055, 0.09024752, 58, 32.75431072414432, 98.33333333333333, 'High Risk'),
(88218, 91, 12, '36:46.0', 37.06541471315538, 98.11357613565345, 121, 77, 20, 'Male', 79.86129414229637, 1.5078539936438313, 0.096506998, 44, 35.12511561669771, 91.66666666666667, 'High Risk'),
(88219, 75, 15, '35:46.0', 36.162830306124214, 97.84338770340445, 123, 74, 34, 'Female', 99.88529205, 1.7158544271707459, 0.13250015670203646, 49, 33.92662547885401, 90.33333333333333, 'High Risk'),
(88220, 88, 15, '34:46.0', 36.551683882662005, 98.95083968517318, 124, 86, 46, 'Female', 94.69297243357363, 1.5399032143852658, 0.1251005214967471, 38, 39.93290438777946, 98.66666666666667, 'High Risk'),
(88221, 69, 14, '33:46.0', 36.81031449824251, 95.39767883352884, 124, 78, 85, 'Male', 92.06775175932079, 1.6101428307927845, 0.072508911, 46, 35.512294430203106, 93.33333333333333, 'High Risk'),
(88222, 67, 15, '32:46.0', 36.39475827341249, 96.43131942042515, 110, 74, 85, 'Female', 90.87639862938114, 1.8498169133404467, 0.057503423, 36, 26.55789294491931, 86, 'Low Risk'),
(88223, 99, 18, '31:46.0', 36.474959436909856, 97.06926333359908, 132, 74, 36, 'Female', 62.39238938583961, 1.8365254505727246, 0.14578603646157448, 58, 18.498551176172246, 93.33333333333333, 'High Risk'),
(88224, 83, 12, '30:46.0', 36.35083878081159, 96.63890462, 121, 84, 20, 'Female', 78.22023835050638, 1.9324502467718245, 0.077261563, 37, 20.946067192948664, 96.33333333333333, 'Low Risk'),
(88225, 70, 18, '29:46.0', 37.16515477250271, 98.57501654761465, 131, 79, 60, 'Male', 67.14262305191218, 1.5341172461451957, 0.060631473806633286, 52, 28.528648583468065, 96.33333333333333, 'Low Risk'),
(88226, 86, 19, '28:46.0', 36.61183153870275, 96.49160559396438, 125, 75, 79, 'Male', 66.45342588, 1.981642757, 0.099435565, 50, 16.922582749419373, 91.66666666666666, 'High Risk'),
(88227, 96, 13, '27:46.0', 36.021114905098905, 98.36800200169746, 121, 72, 55, 'Male', 86.51573507089964, 1.8739049748830303, 0.058056994938117085, 49, 24.637689275880806, 88.33333333333333, 'High Risk'),
(88228, 70, 18, '26:46.0', 36.098516779512224, 98.34015129028383, 122, 77, 50, 'Female', 85.99571112308374, 1.696960180341643, 0.10553939451247105, 45, 29.863003761218167, 92, 'Low Risk'),
(88229, 85, 14, '25:46.0', 36.50353184, 98.69407305258316, 116, 87, 45, 'Male', 85.87750575847062, 1.881626705426799, 0.053242800042989195, 29, 24.25562589487299, 96.66666666666667, 'Low Risk'),
(88230, 88, 12, '24:46.0', 36.501254150674086, 95.99819661789313, 125, 73, 61, 'Male', 71.72543925747141, 1.9221816824481488, 0.07477799, 52, 19.4126287, 90.33333333333333, 'Low Risk'),
(88231, 80, 19, '23:46.0', 37.135142066127784, 96.17810449686807, 122, 70, 22, 'Female', 72.65248054171778, 1.936674809922231, 0.10597838175567358, 52, 19.37033087746341, 87.33333333333333, 'Low Risk'),
(88232, 96, 14, '22:46.0', 36.703369804997166, 99.47218744357448, 126, 70, 65, 'Female', 55.118532703186766, 1.7885179255346344, 0.055863081824719434, 56, 17.23102264990322, 88.66666666666666, 'High Risk'),
(88233, 96, 17, '21:46.0', 37.27942300998219, 99.29594132557727, 115, 82, 30, 'Female', 80.28020084347082, 1.6378689626307041, 0.14277917067909823, 33, 29.926101457605874, 93, 'High Risk'),
(88234, 89, 17, '20:46.0', 37.03845649, 96.74447027940248, 118, 74, 69, 'Female', 94.29829715, 1.5481813362880408, 0.054084870919124284, 44, 39.34234070140758, 88.66666666666667, 'High Risk'),
(88235, 73, 12, '19:46.0', 37.17447819459594, 96.32501216, 139, 75, 52, 'Female', 70.43432163826003, 1.5399463496620092, 0.073846677, 64, 29.701142460731667, 96.33333333333333, 'Low Risk'),
(88236, 91, 13, '18:46.0', 37.34937901365028, 99.8823547, 120, 79, 44, 'Female', 87.83316367337606, 1.5484972265933155, 0.090175151, 41, 36.63006271446148, 92.66666666666667, 'High Risk'),
(88237, 68, 19, '17:46.0', 37.17214605865815, 96.87331587795022, 122, 72, 78, 'Male', 81.04243864902435, 1.752164250437801, 0.11568504312748841, 50, 26.39750438112488, 88.66666666666666, 'Low Risk'),
(88238, 79, 16, '16:46.0', 36.87440092817334, 96.10407716, 125, 74, 76, 'Male', 55.49021223904747, 1.6223870984574345, 0.081128016, 51, 21.081786837093773, 91, 'Low Risk'),
(88239, 98, 15, '15:46.0', 36.19921203734327, 95.69895630727471, 124, 79, 36, 'Female', 87.95977107870485, 1.864328587730736, 0.092235155, 45, 25.30691300523541, 94, 'High Risk'),
(88240, 67, 16, '14:46.0', 36.37159908628205, 95.81701404893364, 118, 78, 44, 'Male', 87.76033512445909, 1.718577304220206, 0.11835910441216942, 40, 29.713932243589028, 91.33333333333333, 'Low Risk'),
(88241, 99, 16, '13:46.0', 37.03464703947882, 98.96618651865916, 120, 83, 82, 'Female', 59.68107760548712, 1.773734631103365, 0.060587780588666575, 37, 18.969652065675014, 95.33333333333333, 'High Risk'),
(88242, 67, 17, '12:46.0', 36.75664010512086, 95.51607317081125, 114, 71, 28, 'Female', 99.48780715323264, 1.9848988049499927, 0.097446445, 43, 25.25184518161636, 85.33333333333333, 'Low Risk'),
(88243, 66, 15, '11:46.0', 36.35874347763045, 95.31938706911995, 112, 71, 59, 'Female', 54.90587230337107, 1.7559964066759313, 0.14734485896274618, 41, 17.806212417550448, 84.66666666666667, 'High Risk'),
(88244, 99, 15, '10:46.0', 36.22936547446411, 99.49901102861097, 133, 83, 41, 'Male', 80.37097884388642, 1.8542517451140828, 0.13985941444799482, 50, 23.375551437751174, 99.66666666666666, 'High Risk'),
(88245, 78, 18, '09:46.0', 36.927251955947995, 99.42385668318092, 137, 82, 46, 'Female', 79.13574640798635, 1.9338982497068606, 0.092004264, 55, 21.15950298242753, 100.33333333333333, 'Low Risk'),
(88246, 67, 16, '08:46.0', 37.38923849101349, 98.08392573, 134, 77, 83, 'Female', 92.84971539641275, 1.8453614341633953, 0.13610271952490233, 57, 27.265765586153734, 96, 'Low Risk'),
(88247, 68, 19, '07:46.0', 36.14702659553076, 97.53734291, 112, 81, 19, 'Male', 70.26956992332042, 1.926989153663523, 0.094778587, 31, 18.92381767690723, 91.33333333333333, 'Low Risk'),
(88248, 62, 15, '06:46.0', 36.72807027997432, 99.15371961902015, 124, 79, 37, 'Male', 87.34536920093174, 1.798328776934448, 0.050755040717977484, 45, 27.008576619973773, 94, 'Low Risk'),
(88249, 95, 14, '05:46.0', 37.049271876563886, 96.51506337140941, 112, 80, 56, 'Female', 97.26966036788716, 1.8357305890934585, 0.13120013186560564, 32, 28.864199001301365, 90.66666666666667, 'High Risk'),
(88250, 80, 16, '04:46.0', 37.43049056979016, 95.56021675172207, 115, 71, 67, 'Male', 59.43628789836774, 1.7304086381937243, 0.073555397, 44, 19.849717432421734, 85.66666666666667, 'Low Risk'),
(88251, 85, 12, '03:46.0', 37.417643312048185, 97.34030215978251, 116, 85, 31, 'Male', 62.90711221138841, 1.9181328229798926, 0.12460634698606117, 31, 17.097885131973158, 95.33333333333333, 'High Risk'),
(88252, 94, 19, '02:46.0', 37.398773945508594, 98.15476526, 111, 80, 72, 'Female', 59.137308356154975, 1.8578909359602291, 0.12745870133886872, 31, 17.13251504037513, 90.33333333333333, 'High Risk'),
(88253, 77, 14, '01:46.0', 36.20150552, 98.98578565, 132, 89, 40, 'Female', 92.53575682951889, 1.6669846195243927, 0.077790869, 43, 33.300165787255885, 103.33333333333333, 'High Risk'),
(88254, 69, 14, '00:46.0', 37.011861203871476, 98.62778941974966, 129, 73, 22, 'Male', 73.28728407769803, 1.9428968472491792, 0.10882214263667797, 56, 19.414630997005823, 91.66666666666666, 'Low Risk'),
(88255, 87, 14, '59:46.0', 36.82358388378485, 97.65112721354949, 118, 77, 43, 'Female', 68.85613883679332, 1.8446220424939053, 0.13002734601075877, 41, 20.236149428658265, 90.66666666666667, 'Low Risk'),
(88256, 76, 13, '58:46.0', 36.11304176374713, 97.82870377171369, 110, 76, 85, 'Male', 56.00222703037163, 1.765461813897107, 0.055919161, 34, 17.967540854472144, 87.33333333333333, 'High Risk'),
(88257, 92, 17, '57:46.0', 36.775628559410016, 95.37527959822282, 116, 74, 65, 'Male', 58.71029308008469, 1.8576783649306552, 0.12713237059788024, 42, 17.012698361887498, 88, 'High Risk'),
(88258, 79, 19, '56:46.0', 37.43177473286009, 96.57749866624943, 116, 78, 66, 'Female', 88.14686148655181, 1.8810226866833664, 0.10548506180636155, 38, 24.91258460308262, 90.66666666666667, 'Low Risk'),
(88259, 71, 12, '55:46.0', 36.024050518880934, 99.39818206209044, 119, 70, 86, 'Female', 62.785430255444744, 1.6297835758416366, 0.071979519, 49, 23.637361706354643, 86.33333333333333, 'Low Risk'),
(88260, 89, 19, '54:46.0', 37.26162248572827, 97.68176327202109, 113, 79, 42, 'Female', 88.38506751791117, 1.6221300366714435, 0.089683171, 34, 33.58981143172008, 90.33333333333333, 'High Risk'),
(88261, 88, 12, '53:46.0', 37.07807836511721, 98.85427120534209, 124, 82, 52, 'Male', 67.89725899442075, 1.6524143587409454, 0.064088411, 42, 24.866480532320068, 96, 'Low Risk'),
(88262, 82, 13, '52:46.0', 37.42452439, 98.17957686, 136, 85, 88, 'Female', 70.33454317004518, 1.6380517354064772, 0.08492435, 51, 26.212801734954894, 102, 'Low Risk'),
(88263, 95, 14, '51:46.0', 37.38145673, 99.2116911, 121, 86, 47, 'Male', 80.07624315923837, 1.7310744058851446, 0.056000289555176955, 35, 26.722200547541757, 97.66666666666667, 'High Risk'),
(88264, 92, 12, '50:46.0', 36.98733721099531, 99.61787129009703, 110, 81, 45, 'Female', 60.13435600383937, 1.6436467418573528, 0.097119044, 29, 22.259002485559417, 90.66666666666667, 'High Risk'),
(88265, 89, 19, '49:46.0', 36.75250502691758, 95.13205052648183, 131, 80, 42, 'Male', 94.50435660407216, 1.6533160462583172, 0.14953355423517017, 51, 34.57323897665566, 97, 'High Risk'),
(88266, 71, 13, '48:46.0', 37.452239884715496, 99.72858948409808, 138, 73, 20, 'Female', 82.78858956557785, 1.9145932874085716, 0.12912381689422225, 65, 22.584860889598275, 94.66666666666666, 'Low Risk'),
(88267, 64, 16, '47:46.0', 36.33689312036107, 98.56334214709484, 139, 78, 81, 'Female', 90.0648314, 1.691900735708581, 0.099622024, 61, 31.46338770039913, 98.33333333333333, 'High Risk'),
(88268, 72, 13, '46:46.0', 36.182376364089635, 99.03798085099896, 136, 76, 26, 'Female', 62.88954337716146, 1.8551492268702532, 0.060551369, 60, 18.27345811342941, 96, 'High Risk'),
(88269, 75, 15, '45:46.0', 36.415989698975295, 95.61369928657534, 114, 72, 27, 'Male', 58.386945728780674, 1.9982457687671606, 0.057553285, 42, 14.62237621178513, 86, 'High Risk'),
(88270, 70, 12, '44:46.0', 37.28576367471156, 98.72349581, 130, 89, 48, 'Female', 97.47743130803181, 1.7849544196410996, 0.085486976, 41, 30.594954754627768, 102.66666666666667, 'High Risk'),
(88271, 79, 16, '43:46.0', 36.974373791979154, 99.84087394724057, 130, 79, 26, 'Female', 64.16226167867748, 1.7985532545614498, 0.14834846801502566, 51, 19.83503909596089, 96, 'Low Risk'),
(88272, 88, 13, '42:46.0', 37.29269208551313, 98.9319617, 137, 81, 87, 'Male', 93.61585183952724, 1.9833153227300422, 0.1362137073435769, 56, 23.799391822171074, 99.66666666666666, 'Low Risk'),
(88273, 68, 13, '41:46.0', 36.834254858617896, 99.26084387298194, 116, 79, 32, 'Male', 64.82522849689735, 1.545729066029381, 0.071922163, 37, 27.131718921382028, 91.33333333333333, 'Low Risk'),
(88274, 71, 13, '40:46.0', 36.85023680378267, 95.68791873760482, 118, 77, 49, 'Female', 83.44124329346039, 1.7942328968822592, 0.066426238, 41, 25.919292117498298, 90.66666666666667, 'Low Risk'),
(88275, 94, 17, '39:46.0', 36.56021093435638, 98.98135996111127, 122, 75, 20, 'Female', 74.12787101730572, 1.9690315108276608, 0.11129955609885787, 47, 19.11948520201738, 90.66666666666667, 'High Risk'),
(88276, 92, 15, '38:46.0', 36.92267470805108, 97.16539845, 132, 72, 74, 'Female', 63.82167957578261, 1.5453428781472343, 0.08843884, 60, 26.725049556756897, 92, 'High Risk'),
(88277, 99, 15, '37:46.0', 36.87220665790987, 96.60953177, 119, 79, 37, 'Female', 84.88044055401163, 1.5754031671380437, 0.13310321700115113, 40, 34.19984963072778, 92.33333333333333, 'High Risk'),
(88278, 93, 15, '36:46.0', 37.48644246641421, 99.35455075143605, 139, 87, 76, 'Female', 92.64772183, 1.6275506273671403, 0.1106220813658702, 52, 34.9756449, 104.33333333333333, 'High Risk'),
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(88455, 93, 13, '39:46.0', 37.05887805221153, 98.32068841349852, 130, 73, 29, 'Female', 97.11163713939976, 1.8571126715492319, 0.11394792134574923, 57, 28.15754384538143, 92, 'High Risk'),
(88456, 98, 12, '38:46.0', 36.93833934384312, 95.62215836944895, 137, 70, 30, 'Female', 99.73437496663422, 1.7589319572609945, 0.059019412, 67, 32.23641895264098, 92.33333333333333, 'High Risk'),
(88457, 96, 19, '37:46.0', 36.67401219, 95.20088614884168, 124, 84, 25, 'Female', 84.00572271773439, 1.9171726252784753, 0.12819409652706884, 40, 22.855274099574704, 97.33333333333333, 'High Risk'),
(88458, 96, 19, '36:46.0', 37.36974234231263, 96.22762518545478, 117, 84, 55, 'Male', 67.90691266099437, 1.6431822301785957, 0.14646954078619637, 33, 25.15026275289632, 95, 'High Risk'),
(88459, 82, 12, '35:46.0', 36.08612356665598, 97.03889799, 121, 71, 33, 'Male', 75.83942294110108, 1.848423945, 0.11923679288984945, 50, 22.196875612340627, 87.66666666666666, 'Low Risk'),
(88460, 93, 18, '34:46.0', 37.48406436526893, 96.72113420176703, 130, 77, 24, 'Male', 73.18494251704368, 1.9807886687803664, 0.14341046452265516, 53, 18.65286083974041, 94.66666666666666, 'High Risk'),
(88461, 74, 15, '33:46.0', 36.049223714698144, 99.39216228745889, 133, 83, 72, 'Female', 73.29328841841158, 1.9467985055564305, 0.098709797, 50, 19.338473917931825, 99.66666666666666, 'Low Risk'),
(88462, 60, 19, '32:46.0', 36.38455948407112, 96.08061675486775, 125, 76, 57, 'Female', 89.67732022518274, 1.9464825469643134, 0.086112913, 49, 23.66909179835063, 92.33333333333333, 'Low Risk'),
(88463, 84, 15, '31:46.0', 36.18213137912161, 96.62410469308762, 128, 81, 59, 'Female', 73.42602231592215, 1.5390129559721926, 0.053386212, 47, 31.00026812811511, 96.66666666666667, 'High Risk'),
(88464, 67, 15, '30:46.0', 36.1448587, 99.15772865273537, 135, 87, 56, 'Male', 55.884698482880026, 1.972805353691157, 0.057446525, 48, 14.359007966994042, 103, 'High Risk'),
(88465, 94, 13, '29:46.0', 36.74611934, 96.80661818004796, 129, 74, 21, 'Male', 97.89831311609863, 1.8415892121868889, 0.1384340787373688, 55, 28.86620450244655, 92.33333333333333, 'High Risk'),
(88466, 72, 12, '28:46.0', 36.84971995102802, 99.33213260373321, 128, 72, 26, 'Female', 70.80419263939315, 1.7531349663245404, 0.095106756, 56, 23.03712460269728, 90.66666666666666, 'Low Risk'),
(88467, 98, 14, '27:46.0', 36.14380776188351, 98.26802829340295, 117, 76, 46, 'Male', 60.843907666674525, 1.648429172149352, 0.14806349350979428, 41, 22.391155983913904, 89.66666666666667, 'High Risk'),
(88468, 63, 19, '26:46.0', 36.49931480231834, 96.76675188681696, 121, 77, 28, 'Female', 91.69267959042665, 1.9200098679035211, 0.12866967040680716, 44, 24.872975554083148, 91.66666666666667, 'Low Risk'),
(88469, 62, 18, '25:46.0', 36.86771947739072, 95.14103744912636, 136, 79, 58, 'Female', 75.95984713930585, 1.8270891643451517, 0.076669194, 57, 22.75435859782422, 98, 'Low Risk'),
(88470, 84, 15, '24:46.0', 36.95373031929289, 99.28153428260516, 115, 74, 76, 'Male', 62.07031480637312, 1.5759633055991933, 0.091686751, 41, 24.99146674440185, 87.66666666666667, 'Low Risk'),
(88471, 91, 12, '23:46.0', 36.02344559935952, 98.56941519881964, 134, 77, 60, 'Male', 99.08934382491795, 1.9216153390533606, 0.073935709, 57, 26.834532831109602, 96, 'High Risk'),
(88472, 78, 18, '22:46.0', 37.373801567478615, 97.54826182208781, 118, 73, 38, 'Female', 59.527231463006125, 1.9770045120653077, 0.12043163267032884, 45, 15.230016138668104, 88, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(88473, 88, 16, '21:46.0', 36.29120751110677, 99.38117396425868, 119, 71, 77, 'Male', 84.04158317641699, 1.5559751515556806, 0.13103227959394254, 48, 34.71274122324781, 87, 'High Risk'),
(88474, 82, 18, '20:46.0', 36.621005629048376, 95.95930706869298, 128, 88, 52, 'Female', 64.81529824, 1.7883197817599754, 0.097765439, 40, 20.26689243603145, 101.33333333333333, 'Low Risk'),
(88475, 94, 12, '19:46.0', 36.47017307263325, 99.24919148, 110, 75, 28, 'Male', 81.43710302033004, 1.9394192800878687, 0.075289376, 35, 21.65104679336607, 86.66666666666667, 'High Risk'),
(88476, 77, 14, '18:46.0', 37.07194544212753, 98.76619623158521, 130, 86, 34, 'Male', 96.84779238791519, 1.5474220304512647, 0.072522061, 44, 40.44568307213541, 100.66666666666667, 'High Risk'),
(88477, 87, 19, '17:46.0', 36.47417823465053, 99.83700166361645, 113, 82, 53, 'Female', 56.68307829287684, 1.8216217948558593, 0.1462022103610926, 31, 17.081932442780104, 92.33333333333333, 'High Risk'),
(88478, 74, 19, '16:46.0', 37.18199370881146, 95.2913098, 118, 76, 30, 'Male', 60.9142127, 1.5823769890213566, 0.060262944, 42, 24.327569274903105, 90, 'Low Risk'),
(88479, 99, 18, '15:46.0', 37.38011075190665, 97.73010020962818, 134, 81, 27, 'Female', 64.70833345131443, 1.7352007795060187, 0.14998156270282115, 53, 21.49120399907731, 98.66666666666666, 'High Risk'),
(88480, 98, 13, '14:46.0', 36.599742968556946, 98.12317120109024, 137, 71, 38, 'Female', 70.72350863652595, 1.9179925654119239, 0.052206144, 66, 19.225159843285933, 93, 'High Risk'),
(88481, 78, 14, '13:46.0', 36.688864467191245, 98.44396230469162, 114, 79, 37, 'Female', 99.42564205, 1.8354745611185426, 0.11176387837469995, 35, 29.512205388403665, 90.66666666666667, 'Low Risk'),
(88482, 81, 15, '12:46.0', 37.18894323552463, 97.99785578638533, 135, 89, 73, 'Male', 73.28699317545396, 1.5676665981113205, 0.059713033, 46, 29.820813984861648, 104.33333333333333, 'Low Risk'),
(88483, 85, 14, '11:46.0', 37.364636788172504, 97.19977145, 135, 86, 63, 'Male', 95.32377798371544, 1.7305236978171905, 0.099982199, 49, 31.830696718278137, 102.33333333333333, 'High Risk'),
(88484, 73, 19, '10:46.0', 36.93479069670153, 99.43792894204847, 124, 75, 37, 'Female', 90.43939835512339, 1.900735070235151, 0.1351564294530827, 49, 25.033091613016715, 91.33333333333333, 'Low Risk'),
(88485, 73, 13, '09:46.0', 37.16579648024588, 99.31250058264058, 110, 85, 58, 'Female', 71.78634812598536, 1.5257419255375226, 0.12775373381231636, 25, 30.837538176721157, 93.33333333333333, 'High Risk'),
(88486, 90, 19, '08:46.0', 36.036844725882744, 96.83837980307527, 133, 80, 57, 'Female', 90.85746266295753, 1.9306784925713536, 0.087750926, 53, 24.374779014450034, 97.66666666666666, 'Low Risk'),
(88487, 84, 15, '07:46.0', 36.40866616865173, 98.16084902361955, 129, 81, 23, 'Female', 58.44371784169138, 1.6582961957467752, 0.091413557, 48, 21.252676250137785, 97, 'Low Risk'),
(88488, 67, 13, '06:46.0', 36.775240256660354, 95.57457950889132, 131, 84, 61, 'Male', 81.59945232840195, 1.7494105672964395, 0.12066373509079732, 47, 26.66267707865631, 99.66666666666667, 'Low Risk'),
(88489, 85, 16, '05:46.0', 37.273541686968095, 99.34284587940391, 116, 75, 54, 'Female', 68.33476141779695, 1.8853507870249302, 0.12845231275967417, 41, 19.224601636348204, 88.66666666666667, 'Low Risk'),
(88490, 78, 16, '04:46.0', 36.87517388082914, 95.19425756477132, 112, 73, 35, 'Female', 59.65589169982696, 1.7905388416022303, 0.12555698390244618, 39, 18.60740664297172, 86, 'Low Risk'),
(88491, 68, 16, '03:46.0', 36.01147602786305, 96.3522361, 116, 71, 87, 'Female', 76.24304843, 1.8146082381567499, 0.13455492815816406, 45, 23.154451416215522, 86, 'Low Risk'),
(88492, 75, 13, '02:46.0', 36.48805256705622, 98.66612862122683, 110, 82, 50, 'Female', 57.95521938225986, 1.8872701502655482, 0.10039279366450754, 28, 16.271380916732706, 91.33333333333333, 'High Risk'),
(88493, 91, 19, '01:46.0', 36.80689765770147, 96.64152600157577, 135, 80, 19, 'Female', 72.67644047, 1.5964906869321975, 0.052986024, 55, 28.514178860825236, 98.33333333333333, 'High Risk'),
(88494, 63, 13, '00:46.0', 36.93821773437392, 98.56106827625173, 115, 73, 47, 'Female', 99.43437352754341, 1.9767439159378095, 0.14863699960967486, 42, 25.44694905152777, 87, 'Low Risk'),
(88495, 92, 12, '59:46.0', 36.029046921089105, 97.02872868031051, 116, 84, 18, 'Female', 89.09916269, 1.8534822543731955, 0.069454381, 32, 25.935627383888868, 94.66666666666667, 'High Risk'),
(88496, 91, 13, '58:46.0', 36.03391987544784, 97.45614387050041, 131, 85, 82, 'Female', 93.50888071, 1.8271214060134355, 0.10701110683991608, 46, 28.01031850154246, 100.33333333333333, 'High Risk'),
(88497, 65, 16, '57:46.0', 36.25192356389121, 99.67329124980103, 111, 70, 63, 'Female', 61.55043051334793, 1.8428236529889188, 0.11371143528982354, 41, 18.124395862035904, 83.66666666666667, 'High Risk'),
(88498, 71, 13, '56:46.0', 36.01776312274776, 99.39339951030016, 136, 80, 20, 'Female', 80.16222727429106, 1.6559219884167216, 0.11022479153634523, 56, 29.234120269581943, 98.66666666666666, 'Low Risk'),
(88499, 82, 15, '55:46.0', 37.19752311527639, 95.65188013936682, 110, 72, 61, 'Male', 65.85986387330793, 1.8085734835886491, 0.1250544711246142, 38, 20.13485518721755, 84.66666666666667, 'Low Risk'),
(88500, 76, 17, '54:46.0', 36.747709871160254, 97.40994608428322, 124, 83, 58, 'Male', 52.56848278801321, 1.505565152547476, 0.094211024, 41, 23.19136624761805, 96.66666666666667, 'Low Risk'),
(88501, 77, 12, '53:46.0', 36.06748173470488, 98.94489495766759, 111, 70, 50, 'Male', 58.10221771004123, 1.5212322420976352, 0.067314781, 41, 25.107395637664474, 83.66666666666667, 'Low Risk'),
(88502, 99, 16, '52:46.0', 37.44232538614315, 95.70156821112123, 111, 75, 48, 'Female', 85.32900161, 1.8959633759720917, 0.072262277, 36, 23.737598312085268, 87, 'High Risk'),
(88503, 92, 19, '51:46.0', 36.56881144834265, 95.22197446808806, 133, 72, 35, 'Female', 82.60389601574163, 1.9192917115299064, 0.060330526, 61, 22.424282484622662, 92.33333333333333, 'High Risk'),
(88504, 74, 16, '50:46.0', 36.08045200250126, 99.92969513756132, 132, 79, 72, 'Male', 77.83138851, 1.6370866800846031, 0.070497767, 53, 29.040990745447125, 96.66666666666666, 'Low Risk'),
(88505, 86, 19, '49:46.0', 36.84483621485294, 96.42620491302736, 113, 84, 34, 'Female', 67.82125454470514, 1.5988607788935514, 0.066411552, 29, 26.530444159014348, 93.66666666666667, 'Low Risk'),
(88506, 69, 13, '48:46.0', 36.55027938807734, 99.39304111810017, 117, 77, 18, 'Male', 75.13622317396465, 1.8245482494772007, 0.098846995, 40, 22.57036880762719, 90.33333333333333, 'Low Risk'),
(88507, 61, 19, '47:46.0', 36.68358346681419, 96.55924075921408, 126, 71, 19, 'Female', 71.69236375046373, 1.7751412769221435, 0.054276508651352834, 55, 22.751343858742818, 89.33333333333333, 'Low Risk'),
(88508, 92, 17, '46:46.0', 36.01889083400248, 95.35220546937727, 114, 70, 62, 'Male', 96.89379806633447, 1.653900484, 0.14169523185812866, 44, 35.42233867533436, 84.66666666666667, 'High Risk'),
(88509, 96, 17, '45:46.0', 37.45620477839392, 96.06292222, 126, 78, 77, 'Female', 63.326078642547834, 1.8340626241574822, 0.11544749571656493, 48, 18.825836160393887, 94, 'High Risk'),
(88510, 71, 16, '44:46.0', 36.57110884906427, 95.49901551487805, 126, 86, 49, 'Female', 93.02556276257835, 1.903167143638724, 0.097534563, 40, 25.68315916181748, 99.33333333333333, 'Low Risk'),
(88511, 85, 13, '43:46.0', 37.33289714122593, 99.02072959067696, 127, 74, 40, 'Male', 59.96607706112616, 1.5724499094357363, 0.13138495385176874, 53, 24.25224790105987, 91.66666666666666, 'Low Risk'),
(88512, 94, 18, '42:46.0', 37.494920739358044, 99.51636998246242, 136, 72, 51, 'Male', 75.90683549601823, 1.7981829327686345, 0.1285566560065085, 64, 23.475407717674855, 93.33333333333333, 'High Risk'),
(88513, 73, 18, '41:46.0', 36.074290683689576, 99.53701540798433, 126, 70, 70, 'Male', 68.07833473, 1.5436689311745528, 0.070609937, 56, 28.569365629892996, 88.66666666666666, 'Low Risk'),
(88514, 94, 14, '40:46.0', 37.194451393244485, 95.54797479307196, 124, 86, 75, 'Male', 95.21124627196295, 1.8790435461128037, 0.10610814027996412, 38, 26.965877684799203, 98.66666666666667, 'High Risk'),
(88515, 82, 16, '39:46.0', 37.17745560806908, 97.53274575699949, 120, 78, 65, 'Male', 70.10742066, 1.559976919641079, 0.11785145832100548, 42, 28.808964165855283, 92, 'Low Risk'),
(88516, 73, 13, '38:46.0', 36.32702025063734, 97.92271652490217, 114, 86, 39, 'Female', 53.48979925287693, 1.767049702502729, 0.093338286, 28, 17.130634043775824, 95.33333333333333, 'High Risk'),
(88517, 67, 12, '37:46.0', 36.19785032, 98.60552388826322, 126, 78, 34, 'Female', 81.28882496539241, 1.6545880785400342, 0.1429637203850117, 48, 29.692793919333383, 94, 'Low Risk'),
(88518, 65, 19, '36:46.0', 36.349287239158016, 96.74408637889763, 137, 82, 72, 'Male', 64.62769289, 1.7202033082204098, 0.1254975536774186, 55, 21.84032493635778, 100.33333333333333, 'Low Risk'),
(88519, 65, 12, '35:46.0', 36.47153093700531, 96.14632594, 122, 75, 54, 'Female', 80.67915538, 1.5380679006641989, 0.084552433, 47, 34.10439312656527, 90.66666666666667, 'High Risk'),
(88520, 84, 17, '34:46.0', 36.979976314939336, 99.10523345368331, 136, 70, 58, 'Male', 68.32622984142989, 1.9762283732332948, 0.10651530684630622, 66, 17.494969793415265, 92, 'High Risk'),
(88521, 80, 13, '33:46.0', 36.21538831010998, 96.21079865378495, 131, 78, 29, 'Female', 90.58867003345338, 1.5419327322865888, 0.055382809, 53, 38.101583745414786, 95.66666666666666, 'High Risk'),
(88522, 96, 19, '32:46.0', 36.416340142021575, 97.38337158416773, 117, 87, 66, 'Female', 89.16087901230345, 1.7701780506807339, 0.1126606217042605, 30, 28.453810747275355, 97, 'High Risk'),
(88523, 61, 15, '31:46.0', 36.769329219390464, 97.94087403847128, 119, 83, 57, 'Male', 70.88063167695287, 1.554403764944803, 0.084133065, 36, 29.335932674273046, 95, 'Low Risk'),
(88524, 82, 16, '30:46.0', 37.321633057179575, 95.91028697357679, 131, 78, 23, 'Male', 75.37083353260805, 1.8802829890884505, 0.14480296315404417, 53, 21.318511797751054, 95.66666666666666, 'Low Risk'),
(88525, 76, 18, '29:46.0', 37.06376746541054, 97.79262808, 123, 78, 70, 'Male', 71.99507152367153, 1.5870643994535125, 0.1329875887057916, 45, 28.583385585475988, 93, 'Low Risk'),
(88526, 88, 13, '28:46.0', 36.76312189983488, 99.49695332991875, 135, 79, 48, 'Male', 86.73410569, 1.880259217637723, 0.060644765579132544, 56, 24.533214278055734, 97.66666666666666, 'Low Risk'),
(88527, 89, 19, '27:46.0', 36.53952140158671, 96.49794125804675, 114, 78, 51, 'Female', 65.05295904568624, 1.904695348748373, 0.073751641, 36, 17.93147493, 90, 'High Risk'),
(88528, 68, 16, '26:46.0', 36.98683128570917, 95.52755914509547, 133, 89, 53, 'Female', 62.607309210580965, 1.684726209738176, 0.10471765758275153, 44, 22.05801227217545, 103.66666666666667, 'Low Risk'),
(88529, 84, 12, '25:46.0', 36.26209931766474, 99.33791039034735, 111, 74, 43, 'Female', 91.05245917, 1.7848678247262337, 0.091273824, 37, 28.581140732617936, 86.33333333333333, 'Low Risk'),
(88530, 76, 19, '24:46.0', 37.190234914091796, 95.69422008647288, 122, 83, 67, 'Female', 81.37697012433131, 1.5677036624674676, 0.1440118638048203, 39, 33.111097036107566, 96, 'High Risk'),
(88531, 87, 15, '23:46.0', 37.469344594140736, 96.75191928459658, 130, 89, 27, 'Male', 94.75375686454484, 1.6578995157879066, 0.14472146976821487, 41, 34.47307536215755, 102.66666666666667, 'High Risk'),
(88532, 62, 14, '22:46.0', 37.044994999639066, 97.6578155, 131, 79, 55, 'Female', 76.32544007883115, 1.7660582207519604, 0.10648858549438617, 52, 24.471426362655844, 96.33333333333333, 'Low Risk'),
(88533, 98, 14, '21:46.0', 36.96006115734218, 98.21807850465609, 125, 82, 23, 'Male', 71.98571293, 1.8270319751053927, 0.069936908, 43, 21.565226009738556, 96.33333333333333, 'High Risk'),
(88534, 86, 16, '20:46.0', 37.30497947818702, 99.85824620790333, 131, 77, 23, 'Female', 97.00413080359885, 1.9965562466287954, 0.12995062536781227, 54, 24.334763475505653, 95, 'Low Risk'),
(88535, 85, 17, '19:46.0', 36.36483018447945, 96.61219939168323, 131, 88, 54, 'Female', 57.954118488512684, 1.6383789441402463, 0.052671144301683695, 43, 21.59014646308811, 102.33333333333333, 'Low Risk'),
(88536, 68, 15, '18:46.0', 36.34095259961397, 99.97704004459148, 134, 72, 46, 'Male', 54.70721435055885, 1.5526602550180257, 0.071265918, 62, 22.692990391011786, 92.66666666666666, 'Low Risk'),
(88537, 62, 19, '17:46.0', 37.193539059855325, 96.34671119695749, 126, 80, 67, 'Male', 66.37469872411454, 1.6268319485230927, 0.094146084, 46, 25.079402032788895, 95.33333333333333, 'Low Risk'),
(88538, 96, 15, '16:46.0', 36.52205823515606, 99.54897158055677, 114, 75, 89, 'Male', 75.21190125, 1.905906084143949, 0.14068614289912174, 39, 20.705397587275577, 88, 'High Risk'),
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(88716, 60, 19, '18:46.0', 37.347700889000336, 95.92057533218623, 121, 86, 55, 'Female', 56.14419333156274, 1.8954035006776888, 0.073295583, 35, 15.627931161395036, 97.66666666666667, 'High Risk'),
(88717, 71, 18, '17:46.0', 36.50544474573225, 99.03809281, 112, 80, 31, 'Female', 96.01637508516441, 1.592722434475838, 0.053239933, 32, 37.84993265966689, 90.66666666666667, 'High Risk'),
(88718, 93, 19, '16:46.0', 36.378704552026015, 99.44776550071524, 127, 72, 86, 'Male', 74.03473241, 1.777601521610411, 0.094140132, 55, 23.429697652413868, 90.33333333333333, 'High Risk'),
(88719, 60, 13, '15:46.0', 36.379398677541694, 99.01279148, 132, 74, 37, 'Male', 55.46164640172251, 1.7700391599356922, 0.12449367457606808, 58, 17.702190426657452, 93.33333333333333, 'High Risk'),
(88720, 71, 18, '14:46.0', 36.40517565572244, 96.99440661636838, 116, 83, 23, 'Female', 63.62666813425369, 1.5615516482187792, 0.07387441, 33, 26.093147874111807, 94, 'Low Risk'),
(88721, 94, 14, '13:46.0', 37.383681920470416, 96.28150035464097, 116, 71, 31, 'Female', 68.84892980044884, 1.5139082395566104, 0.056320255, 45, 30.039872744240927, 86, 'High Risk'),
(88722, 80, 19, '12:46.0', 37.08618421422237, 98.68095948015142, 128, 84, 49, 'Female', 83.67307940973441, 1.754600239570846, 0.08216838, 44, 27.17874405843037, 98.66666666666667, 'Low Risk'),
(88723, 66, 16, '11:46.0', 37.27516370923755, 95.46491389207027, 132, 75, 33, 'Male', 81.26189458772328, 1.841114959426591, 0.093705048, 57, 23.97315150344306, 94, 'Low Risk'),
(88724, 99, 14, '10:46.0', 37.38444295633686, 96.70364358142862, 135, 83, 86, 'Male', 71.77745232418678, 1.995002901270778, 0.072345302, 52, 18.034370024534493, 100.33333333333333, 'High Risk'),
(88725, 86, 15, '09:46.0', 36.454697512626254, 95.22912455148291, 123, 71, 78, 'Male', 86.73350474267578, 1.6613920056607272, 0.11440995885085481, 52, 31.422639505734093, 88.33333333333333, 'High Risk'),
(88726, 62, 12, '08:46.0', 37.35904382487473, 95.71963997941447, 111, 70, 36, 'Female', 73.25318756597876, 1.5629877296618306, 0.07481891, 41, 29.985782762059564, 83.66666666666667, 'Low Risk'),
(88727, 61, 15, '07:46.0', 36.81031506882209, 96.78672633, 120, 84, 79, 'Female', 60.57254905918785, 1.723421177156595, 0.10936900135294278, 36, 20.39355788665022, 96, 'Low Risk'),
(88728, 91, 16, '06:46.0', 37.24236477491279, 95.63192291125445, 110, 70, 39, 'Male', 78.82255893600393, 1.9020545562621236, 0.13327754815828224, 40, 21.787359063207344, 83.33333333333333, 'High Risk'),
(88729, 60, 17, '05:46.0', 36.23834103893697, 95.47912257477341, 139, 70, 63, 'Female', 53.220318322616436, 1.930335133986737, 0.13410408075245822, 69, 14.282756664320425, 93, 'High Risk'),
(88730, 99, 19, '04:46.0', 36.647289715749714, 96.70522001847456, 129, 78, 83, 'Female', 70.19833852, 1.666630651769632, 0.064574462, 51, 25.272494078846915, 95, 'High Risk'),
(88731, 91, 16, '03:46.0', 36.664174971784696, 99.4547944, 127, 85, 45, 'Female', 91.91359750218069, 1.6554873086195714, 0.10179212781941413, 42, 33.53729672511434, 99, 'High Risk'),
(88732, 84, 12, '02:46.0', 36.29550012159691, 96.72539217038893, 114, 89, 83, 'Male', 67.63511890496116, 1.6204135889077247, 0.082457032, 25, 25.75849618622236, 97.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(88733, 74, 16, '01:46.0', 36.971986762438895, 99.45396871425348, 136, 79, 50, 'Female', 54.86784174132506, 1.6768820082556821, 0.099095563, 57, 19.512497801522695, 98, 'Low Risk'),
(88734, 69, 14, '00:46.0', 36.464268828311496, 97.97613675036192, 130, 89, 88, 'Male', 80.45897663, 1.7731567506315489, 0.14836671563203635, 41, 25.590586818219464, 102.66666666666667, 'Low Risk'),
(88735, 63, 13, '59:46.0', 36.78125804286833, 97.62655459895973, 113, 76, 34, 'Female', 81.45828514481562, 1.7919567935598795, 0.14458169723408873, 37, 25.36764754483225, 88.33333333333333, 'Low Risk'),
(88736, 93, 18, '58:46.0', 36.31632259651298, 98.21448502302252, 138, 87, 33, 'Female', 69.44645124, 1.8033067508414566, 0.081954034, 51, 21.35555393064265, 104, 'High Risk'),
(88737, 76, 15, '57:46.0', 37.20197111834706, 96.40032767392279, 138, 80, 78, 'Male', 79.22030190067176, 1.9455365006841454, 0.06115978, 58, 20.929445716461906, 99.33333333333333, 'Low Risk'),
(88738, 70, 12, '56:46.0', 36.723417924230674, 97.86838688, 124, 71, 81, 'Male', 66.10706621075629, 1.6585140812495989, 0.10216523928276333, 53, 24.033086942587037, 88.66666666666666, 'Low Risk'),
(88739, 71, 13, '55:46.0', 37.20507068286153, 97.91139040380203, 116, 89, 30, 'Male', 56.15495897735468, 1.7560692939268687, 0.10666532164104403, 27, 18.209784919560484, 98, 'High Risk'),
(88740, 97, 13, '54:46.0', 36.32758278188207, 96.03353186204596, 139, 78, 86, 'Female', 59.83623273492634, 1.6718996055097963, 0.09214611, 61, 21.406410632516284, 98.33333333333333, 'High Risk'),
(88741, 63, 16, '53:46.0', 36.133299248209525, 95.53904604083945, 121, 88, 18, 'Female', 67.90999419499906, 1.5396008737917015, 0.14558101561969514, 33, 28.649522996951067, 99, 'Low Risk'),
(88742, 70, 14, '52:46.0', 36.19287520076633, 99.00658022, 135, 82, 71, 'Male', 62.74258585629771, 1.715216823516256, 0.068748672, 53, 21.326734289959376, 99.66666666666666, 'Low Risk'),
(88743, 80, 13, '51:46.0', 36.597102404146135, 96.96753203871364, 131, 73, 30, 'Male', 53.54211193628116, 1.6708564051733716, 0.1341901172647978, 58, 19.17861504125184, 92.33333333333333, 'Low Risk'),
(88744, 75, 15, '50:46.0', 37.23844001585976, 96.45556803993664, 125, 89, 32, 'Male', 85.33028048047267, 1.9364441666162366, 0.065769181, 36, 22.755857952312848, 101, 'Low Risk'),
(88745, 91, 18, '49:46.0', 37.00300672206975, 99.71003042354123, 129, 85, 61, 'Female', 96.92798707933855, 1.6231633503582337, 0.1439724697394727, 44, 36.78957217706396, 99.66666666666667, 'High Risk'),
(88746, 81, 12, '48:46.0', 36.20666224410053, 97.05435125352757, 115, 81, 49, 'Male', 86.39931480148354, 1.8207911616126446, 0.11968853965519556, 34, 26.06093692370803, 92.33333333333333, 'Low Risk'),
(88747, 74, 16, '47:46.0', 37.44697846, 95.18940270359862, 112, 79, 54, 'Male', 88.26680834031657, 1.6655906536413043, 0.071353036, 33, 31.81712050414782, 90, 'High Risk'),
(88748, 76, 19, '46:46.0', 37.21008460503551, 99.88408095, 110, 88, 83, 'Male', 81.54009746500768, 1.8930251339575406, 0.13810955562758576, 22, 22.754037309025694, 95.33333333333333, 'Low Risk'),
(88749, 61, 13, '45:46.0', 36.32056730265971, 95.55462648921461, 119, 72, 60, 'Male', 60.029277856132246, 1.6365817329728092, 0.1287843225716203, 47, 22.41236672644352, 87.66666666666667, 'Low Risk'),
(88750, 89, 18, '44:46.0', 36.83076852233226, 95.50483968100484, 120, 79, 62, 'Male', 99.04492431156623, 1.8607845700351011, 0.13236365503726896, 41, 28.60487354166278, 92.66666666666667, 'Low Risk'),
(88751, 95, 18, '43:46.0', 36.027997744978585, 98.29566972542426, 119, 83, 64, 'Male', 52.57124803881008, 1.6058055936012132, 0.065723037, 36, 20.38742397198192, 95, 'High Risk'),
(88752, 84, 17, '42:46.0', 36.24979880090949, 99.07785531, 134, 80, 51, 'Female', 64.12517098966987, 1.5710960989160803, 0.057442578, 54, 25.97903623438953, 98, 'Low Risk'),
(88753, 77, 16, '41:46.0', 37.21680778980623, 96.14620494, 135, 89, 33, 'Female', 58.215990998020715, 1.6908141610247105, 0.10924322716529453, 46, 20.363411699529955, 104.33333333333333, 'Low Risk'),
(88754, 85, 12, '40:46.0', 36.84925880566216, 99.83084140056914, 111, 85, 80, 'Female', 68.33097072206665, 1.5222576279430728, 0.062545224, 26, 29.487725327223455, 93.66666666666667, 'Low Risk'),
(88755, 93, 15, '39:46.0', 37.29895051889898, 99.87293687739518, 138, 87, 44, 'Female', 95.57663516459894, 1.6290465524537974, 0.066785416, 51, 36.01511008860398, 104, 'High Risk'),
(88756, 82, 15, '38:46.0', 36.443739544613685, 96.18262809562685, 138, 74, 27, 'Female', 91.56423197, 1.6450401200747684, 0.11210803232618559, 64, 33.83552102821386, 95.33333333333333, 'High Risk'),
(88757, 95, 12, '37:46.0', 36.18697981826554, 95.58821009054847, 112, 85, 50, 'Male', 54.38410387567087, 1.564165723467667, 0.14367951422449485, 27, 22.22831012639971, 94, 'High Risk'),
(88758, 98, 12, '36:46.0', 36.880477062551556, 95.15602973010829, 114, 89, 26, 'Male', 73.94165438, 1.5213056088435533, 0.14476153275739356, 25, 31.94892357126213, 97.33333333333333, 'High Risk'),
(88759, 85, 19, '35:46.0', 37.00601054207139, 96.43343887344129, 119, 89, 77, 'Female', 85.35232798, 1.5946001186667618, 0.093036561, 30, 33.56694266949423, 99, 'High Risk'),
(88760, 98, 13, '34:46.0', 36.54574431164588, 98.44397963812837, 132, 73, 42, 'Female', 59.94801263643379, 1.7522706676586197, 0.14484441148857768, 59, 19.52416224587157, 92.66666666666666, 'High Risk'),
(88761, 98, 12, '33:46.0', 36.34435021479905, 96.81539417025392, 138, 82, 48, 'Female', 74.39808980730967, 1.5793014727101604, 0.052035496, 56, 29.828519918256013, 100.66666666666666, 'High Risk'),
(88762, 61, 19, '32:46.0', 36.25121333157566, 97.70901162116702, 119, 74, 64, 'Male', 85.28496584612233, 1.7001758916806402, 0.14980515458758842, 45, 29.50426313, 89, 'Low Risk'),
(88763, 95, 19, '31:46.0', 36.96033375884175, 96.82130707497083, 111, 75, 84, 'Male', 83.73077887605515, 1.564026226, 0.1436405170642891, 36, 34.22922519581356, 87, 'High Risk'),
(88764, 60, 18, '30:46.0', 37.104194963587744, 95.89904248004484, 138, 81, 46, 'Male', 57.29860638671806, 1.9247935314585791, 0.053635784, 57, 15.465919958784147, 100, 'High Risk'),
(88765, 76, 14, '29:46.0', 36.08858955327619, 95.43822654815334, 138, 79, 69, 'Male', 51.929935336712674, 1.5681850647607003, 0.059502048030814395, 59, 21.116559238798505, 98.66666666666666, 'Low Risk'),
(88766, 89, 16, '28:46.0', 36.35739216, 99.40993521867792, 113, 75, 81, 'Male', 94.97575222890987, 1.7934058501373547, 0.085663777, 38, 29.529464934082156, 87.66666666666667, 'Low Risk'),
(88767, 71, 14, '27:46.0', 37.41981917764496, 96.47916572, 127, 88, 34, 'Male', 52.31563874979365, 1.8708655601685633, 0.1319532938498521, 39, 14.946736266813016, 101, 'High Risk'),
(88768, 64, 17, '26:46.0', 36.41892314911135, 97.22250804913273, 136, 89, 19, 'Female', 86.97774304535044, 1.844743485754133, 0.069513058, 47, 25.55854715774956, 104.66666666666667, 'Low Risk'),
(88769, 71, 12, '25:46.0', 36.97124269, 95.81691751109123, 111, 77, 65, 'Female', 67.49835364362258, 1.905691067, 0.080539589, 34, 18.586096334823566, 88.33333333333333, 'Low Risk'),
(88770, 87, 17, '24:46.0', 37.32361365179956, 96.56271947438164, 129, 88, 75, 'Female', 58.11689410878853, 1.8315227758702985, 0.058599162, 41, 17.325179753346152, 101.66666666666667, 'High Risk'),
(88771, 84, 17, '23:46.0', 36.01487738867561, 98.02853623765864, 134, 89, 56, 'Female', 94.03266582332938, 1.686114552049028, 0.13505994420063247, 45, 33.07536117892784, 104, 'High Risk'),
(88772, 81, 14, '22:46.0', 36.26069483159165, 95.65436360710054, 119, 86, 29, 'Female', 54.72722155402623, 1.8425201556023656, 0.0857195, 33, 16.120514748705414, 97, 'High Risk'),
(88773, 92, 16, '21:46.0', 36.44077438470214, 98.30460681596769, 121, 75, 87, 'Female', 70.88484321014835, 1.7661702105255512, 0.057672835, 46, 22.72418270181057, 90.33333333333333, 'High Risk'),
(88774, 80, 18, '20:46.0', 36.26611973927495, 95.86383228867045, 116, 78, 56, 'Female', 75.11354962413398, 1.5115925994721073, 0.089711427, 38, 32.87371394785433, 90.66666666666667, 'High Risk'),
(88775, 91, 17, '19:46.0', 37.43672417643311, 98.25900205, 134, 77, 21, 'Male', 58.034615462019715, 1.8794767030809982, 0.08159303, 57, 16.429078983704066, 96, 'High Risk'),
(88776, 78, 15, '18:46.0', 36.259107335488494, 98.06002277804318, 124, 80, 28, 'Female', 56.00462663610337, 1.7121495101511095, 0.11101085942648185, 44, 19.104713727495152, 94.66666666666667, 'Low Risk'),
(88777, 77, 19, '17:46.0', 37.254263213482176, 97.36697727137405, 117, 88, 37, 'Female', 73.42268218975765, 1.7873326641406089, 0.14643828489558353, 29, 22.98367441994176, 97.66666666666667, 'Low Risk'),
(88778, 86, 17, '16:46.0', 36.73547947226011, 95.20183364027697, 118, 89, 63, 'Female', 64.89110488997909, 1.9418553779404633, 0.051136965, 29, 17.208832385064763, 98.66666666666667, 'High Risk'),
(88779, 83, 17, '15:46.0', 36.36660845684949, 97.84325334556718, 118, 89, 46, 'Male', 83.15979943107368, 1.9718403205873272, 0.13059088587663867, 29, 21.387988769566494, 98.66666666666667, 'Low Risk'),
(88780, 83, 16, '14:46.0', 37.017899397439365, 98.15639946351367, 112, 71, 47, 'Female', 58.15491334982848, 1.772844169027285, 0.088088918, 41, 18.503133675480136, 84.66666666666667, 'Low Risk'),
(88781, 97, 18, '13:46.0', 36.66915058049443, 98.38735293857096, 123, 83, 25, 'Female', 99.10817455956507, 1.5383020865674477, 0.092505024, 40, 41.881884891156254, 96.33333333333333, 'High Risk'),
(88782, 99, 14, '12:46.0', 37.05483191473477, 96.48882620917848, 113, 78, 71, 'Female', 81.81114350247341, 1.9176059908952097, 0.067822852, 35, 22.24813992796318, 89.66666666666667, 'High Risk'),
(88783, 80, 16, '11:46.0', 36.43654507331379, 96.15846083561674, 111, 87, 33, 'Male', 99.74254666126568, 1.976809915322331, 0.051313482, 24, 25.52411138021682, 95, 'Low Risk'),
(88784, 72, 12, '10:46.0', 36.51055831, 96.68204237419445, 138, 83, 57, 'Female', 87.40662436437925, 1.8764722802253104, 0.077381823, 55, 24.823330045094416, 101.33333333333333, 'Low Risk'),
(88785, 70, 18, '09:46.0', 36.15087046565154, 97.84603097612218, 110, 72, 30, 'Male', 87.22719054739171, 1.5441430956428501, 0.1324582189891445, 38, 36.58278771746807, 84.66666666666667, 'High Risk'),
(88786, 94, 16, '08:46.0', 36.24773175107764, 98.32547259200659, 137, 82, 19, 'Male', 57.46436363395961, 1.979513985, 0.059752918760929356, 55, 14.664979258437478, 100.33333333333333, 'High Risk'),
(88787, 67, 15, '07:46.0', 36.746658719064726, 95.26409515, 136, 83, 27, 'Female', 78.15532324119069, 1.528212907449317, 0.095933973, 53, 33.46500056682627, 100.66666666666666, 'High Risk'),
(88788, 74, 19, '06:46.0', 37.15925429454697, 96.00898817638927, 110, 75, 37, 'Female', 51.04431685842108, 1.991792286908216, 0.10828932369624267, 35, 12.866466790140622, 86.66666666666667, 'High Risk'),
(88789, 76, 14, '05:46.0', 37.350273960234325, 98.74324444340114, 123, 85, 74, 'Female', 99.07887591530678, 1.6928046960395264, 0.053541868, 38, 34.575411727641736, 97.66666666666667, 'High Risk'),
(88790, 63, 14, '04:46.0', 36.400452132533324, 97.00590910581874, 134, 78, 31, 'Female', 99.06177854080121, 1.9010742585697085, 0.10240977420955624, 56, 27.40993201172128, 96.66666666666666, 'Low Risk'),
(88791, 72, 16, '03:46.0', 36.95254308862744, 95.14629675928812, 117, 80, 33, 'Female', 64.09573161194194, 1.677588675467995, 0.127271704, 37, 22.77498698985874, 92.33333333333333, 'Low Risk'),
(88792, 79, 16, '02:46.0', 36.55526615966571, 97.40607476374029, 114, 81, 60, 'Female', 55.05769828404601, 1.667618677543505, 0.089080446, 33, 19.79814726073838, 92, 'Low Risk'),
(88793, 80, 17, '01:46.0', 36.68080843, 97.23072680599121, 119, 82, 42, 'Male', 68.67333609092775, 1.648546498327863, 0.14142147007577988, 37, 25.268865462735334, 94.33333333333333, 'Low Risk'),
(88794, 82, 12, '00:46.0', 36.27018050921721, 97.51021722982513, 113, 89, 32, 'Female', 97.66765192098336, 1.7216915787922573, 0.14433005392357334, 24, 32.948832936097325, 97, 'High Risk'),
(88795, 63, 15, '59:46.0', 36.46966208037713, 99.72456122667005, 130, 79, 43, 'Female', 71.28111344085129, 1.9866281393810883, 0.14261148578713623, 51, 18.06097991035777, 96, 'High Risk'),
(88796, 69, 12, '58:46.0', 36.07185351486382, 97.79073124, 133, 85, 67, 'Male', 56.42951452675639, 1.8396902351524689, 0.1102451195444028, 48, 16.673121217897705, 101, 'High Risk'),
(88797, 91, 12, '57:46.0', 36.285726659306334, 95.43526337404886, 118, 88, 80, 'Male', 52.22386097983529, 1.559782697265256, 0.066902873, 30, 21.465488673375095, 98, 'High Risk'),
(88798, 97, 12, '56:46.0', 37.305070829604034, 95.66769884260745, 123, 79, 71, 'Female', 50.34084409988587, 1.868040244430998, 0.062439359, 44, 14.426070053627408, 93.66666666666667, 'High Risk'),
(88799, 80, 19, '55:46.0', 37.227928491023846, 98.57303128168675, 123, 80, 21, 'Male', 53.842613473496336, 1.848126300935901, 0.06003382, 43, 15.763869714496044, 94.33333333333333, 'High Risk'),
(88800, 81, 19, '54:46.0', 37.27728792203037, 96.07556845375024, 120, 70, 77, 'Female', 72.19976476233091, 1.9317730830568391, 0.10285100775220099, 50, 19.34744237306882, 86.66666666666666, 'Low Risk'),
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(88978, 90, 13, '56:46.0', 37.35021335, 96.21154647175298, 129, 71, 84, 'Male', 98.34709689, 1.9288519301932345, 0.11673325354980758, 58, 26.434053495444616, 90.33333333333333, 'Low Risk'),
(88979, 61, 14, '55:46.0', 37.42864659098288, 95.48715996730314, 112, 89, 36, 'Female', 89.32544970500469, 1.6368702927986805, 0.050096092, 23, 33.33854773964199, 96.66666666666667, 'High Risk'),
(88980, 94, 17, '54:46.0', 37.11729982382267, 96.45704283037415, 116, 75, 70, 'Male', 74.85700166709715, 1.8095278468385083, 0.11334863088545528, 41, 22.861350710991527, 88.66666666666667, 'High Risk'),
(88981, 76, 19, '53:46.0', 36.76933348742774, 96.45100998, 126, 72, 50, 'Female', 81.42389581739373, 1.948163488831083, 0.10833179332424825, 54, 21.45364441912295, 90, 'Low Risk'),
(88982, 61, 18, '52:46.0', 36.47333318742908, 97.14333812386126, 122, 77, 80, 'Male', 77.19619781197996, 1.9344509185725907, 0.06101741, 45, 20.62910944669029, 92, 'Low Risk'),
(88983, 64, 12, '51:46.0', 36.8739398, 96.90923391, 127, 81, 40, 'Male', 54.801503458643914, 1.777708996456136, 0.088994037, 46, 17.34087999747963, 96.33333333333333, 'High Risk'),
(88984, 78, 19, '50:46.0', 36.49010100967933, 98.47304815024917, 115, 84, 46, 'Male', 56.165532891925366, 1.9541756722796346, 0.076789412, 31, 14.707629430162285, 94.33333333333333, 'High Risk'),
(88985, 73, 14, '49:46.0', 37.281963857992466, 98.28883551500375, 135, 89, 50, 'Male', 56.288104747960695, 1.9464543990524574, 0.081940551, 46, 14.85689857961762, 104.33333333333333, 'High Risk'),
(88986, 82, 15, '48:46.0', 36.23912320315537, 95.92817440196333, 127, 81, 30, 'Female', 68.42624039038509, 1.8064286835982282, 0.12726060601382713, 46, 20.969160194795172, 96.33333333333333, 'Low Risk'),
(88987, 64, 17, '47:46.0', 37.10225143885804, 99.76159134986304, 121, 84, 62, 'Male', 53.08139516461847, 1.8497445745181256, 0.069893479, 37, 15.513822020945211, 96.33333333333333, 'High Risk'),
(88988, 80, 16, '46:46.0', 36.66616960821431, 98.21081550423418, 114, 85, 46, 'Female', 78.81497023538407, 1.5266924948717053, 0.10474158262682491, 29, 33.81470279091177, 94.66666666666667, 'High Risk'),
(88989, 66, 15, '45:46.0', 37.39934658491689, 99.40745223653003, 115, 80, 23, 'Female', 68.37870335802396, 1.8685020307038984, 0.1405892217902252, 35, 19.58545714097466, 91.66666666666667, 'Low Risk'),
(88990, 90, 19, '44:46.0', 36.10296088116517, 95.39672094, 132, 79, 52, 'Male', 71.46930448097945, 1.851480855, 0.12349927751527323, 53, 20.848801975641138, 96.66666666666666, 'Low Risk'),
(88991, 68, 13, '43:46.0', 36.387847262924566, 97.46470785498369, 138, 71, 36, 'Male', 59.374776473897924, 1.5046783087504272, 0.097836257, 67, 26.22494989418462, 93.33333333333333, 'Low Risk'),
(88992, 99, 18, '42:46.0', 37.37817242327647, 97.59496975949577, 111, 88, 31, 'Female', 69.78484324420612, 1.7783961698866484, 0.13172643259207922, 23, 22.065007458141583, 95.66666666666667, 'High Risk'),
(88993, 62, 19, '41:46.0', 36.08928465870139, 95.38349544054634, 130, 88, 37, 'Male', 68.99373514213005, 1.5258278185339533, 0.071971221, 42, 29.634567954001565, 102, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(88994, 97, 19, '40:46.0', 36.78095430943221, 97.21719429924444, 135, 78, 24, 'Male', 71.01839268529375, 1.5532114054756148, 0.071004113, 57, 29.438094628871397, 97, 'High Risk'),
(88995, 87, 18, '39:46.0', 36.22282782170429, 99.03859962, 125, 87, 29, 'Male', 92.95517785127458, 1.784609890576401, 0.10721173007499823, 38, 29.186834464201606, 99.66666666666667, 'Low Risk'),
(88996, 66, 17, '38:46.0', 36.71530544986807, 97.79799916915876, 117, 70, 48, 'Female', 50.428885408188066, 1.6414489149238816, 0.07743127, 47, 18.716499500649793, 85.66666666666667, 'Low Risk'),
(88997, 70, 19, '37:46.0', 37.28043613069857, 96.13933920058915, 139, 77, 48, 'Male', 54.321585541653846, 1.510200242580318, 0.13156997401331136, 62, 23.817894447422063, 97.66666666666666, 'Low Risk'),
(88998, 63, 19, '36:46.0', 36.16455473737666, 98.82724914451383, 121, 70, 82, 'Female', 56.84481544259047, 1.6634576451861713, 0.10087280293087078, 51, 20.543165552849146, 87, 'Low Risk'),
(88999, 94, 17, '35:46.0', 37.36285896417457, 97.14728100095873, 119, 73, 38, 'Male', 75.11056467, 1.9515556527183864, 0.11324724007811555, 46, 19.72146375423618, 88.33333333333333, 'High Risk'),
(89000, 60, 12, '34:46.0', 36.582444643382175, 95.01986056604368, 123, 85, 85, 'Male', 65.91894575578422, 1.9570175943347643, 0.08847399, 38, 17.211582098451437, 97.66666666666667, 'High Risk'),
(89001, 63, 14, '33:46.0', 37.39841953027487, 95.59237701, 126, 87, 58, 'Male', 88.37068593271493, 1.9003592854686286, 0.1051024907729744, 39, 24.470159013372403, 100, 'Low Risk'),
(89002, 63, 19, '32:46.0', 36.901004369473355, 97.11625473130749, 134, 85, 77, 'Female', 52.29834702159022, 1.7584707934154655, 0.063049187, 49, 16.912882960701165, 101.33333333333333, 'High Risk'),
(89003, 60, 14, '31:46.0', 36.25283766042804, 97.66761685366068, 135, 83, 39, 'Male', 77.90044212095097, 1.861792962406827, 0.11349822655634376, 52, 22.473833231641763, 100.33333333333333, 'Low Risk'),
(89004, 85, 13, '30:46.0', 36.64206271694919, 98.61274792876728, 129, 78, 38, 'Male', 99.51444263, 1.600971629345871, 0.13159448341646324, 51, 38.82565964673993, 95, 'High Risk'),
(89005, 83, 18, '29:46.0', 36.23586089515871, 97.84725642387986, 113, 86, 75, 'Female', 95.51205661140554, 1.6334563152478145, 0.11142059355575379, 27, 35.79671285258525, 95, 'High Risk'),
(89006, 79, 17, '28:46.0', 36.67033253654843, 99.95679270827694, 115, 79, 33, 'Female', 95.76980734, 1.859642423571038, 0.051303833, 36, 27.692982011041085, 91, 'Low Risk'),
(89007, 95, 16, '27:46.0', 36.76886764961324, 97.84737062514324, 117, 76, 74, 'Male', 99.35924498637924, 1.927851515851385, 0.083311311, 41, 26.73382619195949, 89.66666666666667, 'High Risk'),
(89008, 63, 14, '26:46.0', 36.721853549321864, 97.86608108306616, 132, 72, 40, 'Female', 61.57762093600711, 1.7927348702304755, 0.081196561, 60, 19.159791288278928, 92, 'Low Risk'),
(89009, 87, 18, '25:46.0', 36.24191130942552, 98.13069220899503, 138, 87, 80, 'Female', 82.47203632167952, 1.5276452841731591, 0.059554694997243966, 51, 35.33960333, 104, 'High Risk'),
(89010, 96, 15, '24:46.0', 36.03841012249629, 99.90467413027307, 129, 83, 25, 'Female', 51.02166147990858, 1.5782113789289711, 0.092119925, 46, 20.484447571208708, 98.33333333333333, 'High Risk'),
(89011, 61, 17, '23:46.0', 37.34366555838381, 97.73676111467526, 127, 89, 67, 'Male', 92.15926517990526, 1.570030566375777, 0.14115540507617597, 38, 37.38718682, 101.66666666666667, 'High Risk'),
(89012, 74, 14, '22:46.0', 37.06356476544268, 95.54038315, 111, 78, 46, 'Female', 53.16416129, 1.9511922769658896, 0.12814089460971673, 33, 13.96428906590703, 89, 'High Risk'),
(89013, 81, 18, '21:46.0', 37.21881236628144, 95.07729721501958, 127, 83, 85, 'Male', 55.65313754, 1.526544331241527, 0.13759604238070608, 44, 23.88200647404978, 97.66666666666667, 'Low Risk'),
(89014, 78, 15, '20:46.0', 36.808353217642825, 99.84111677022341, 123, 73, 41, 'Male', 72.26711379868317, 1.9465617156951611, 0.14562788297185428, 50, 19.072356461866658, 89.66666666666666, 'Low Risk'),
(89015, 74, 16, '19:46.0', 36.34908073584215, 95.37722400372559, 125, 84, 77, 'Female', 97.86275490401216, 1.719530783524846, 0.063911121, 41, 33.09767804689807, 97.66666666666667, 'High Risk'),
(89016, 63, 19, '18:46.0', 36.95611359502647, 98.03666044111355, 119, 78, 27, 'Male', 92.52875643399295, 1.8068878287937742, 0.06203769, 41, 28.34094585773592, 91.66666666666667, 'Low Risk'),
(89017, 74, 17, '17:46.0', 37.34198348567017, 97.97204356843538, 118, 89, 89, 'Female', 72.66547637212392, 1.9388878846915782, 0.1468471358712203, 29, 19.329593954235442, 98.66666666666667, 'Low Risk'),
(89018, 61, 14, '16:46.0', 36.03621490995286, 99.96241107, 121, 87, 43, 'Male', 80.81816593, 1.935537087835376, 0.06504336, 34, 21.572774086051947, 98.33333333333333, 'Low Risk'),
(89019, 93, 12, '15:46.0', 36.83910737642408, 96.59114365987821, 122, 79, 72, 'Male', 73.75730825741937, 1.840511567545244, 0.082613552, 43, 21.773485491463678, 93.33333333333333, 'High Risk'),
(89020, 88, 15, '14:46.0', 36.70662190164377, 96.80501707684424, 115, 73, 42, 'Female', 66.34004619309601, 1.727347028973282, 0.1036740737886273, 42, 22.23394745182253, 87, 'Low Risk'),
(89021, 74, 16, '13:46.0', 37.03144686741311, 97.18075570340267, 118, 82, 30, 'Male', 59.126915976990844, 1.9451307188108682, 0.10430507414422183, 36, 15.627432866590121, 94, 'High Risk'),
(89022, 64, 16, '12:46.0', 36.82798419309525, 96.76466195687412, 130, 77, 44, 'Female', 86.65702862483685, 1.9663741114624498, 0.10567936457147395, 53, 22.41152957024423, 94.66666666666666, 'Low Risk'),
(89023, 70, 17, '11:46.0', 36.426954776904175, 98.38475573496719, 127, 81, 28, 'Male', 80.42150970508214, 1.702772783562346, 0.14614174703010724, 46, 27.73695753718984, 96.33333333333333, 'Low Risk'),
(89024, 99, 17, '10:46.0', 37.28773777594057, 95.23781272387967, 126, 81, 84, 'Female', 94.11030548, 1.8849947000482832, 0.13632198201557413, 45, 26.486033023234377, 96, 'High Risk'),
(89025, 97, 17, '09:46.0', 37.045008664672494, 99.06745751895414, 135, 71, 49, 'Female', 57.353585516160315, 1.5049338856690264, 0.1475056779448144, 64, 25.323616697358847, 92.33333333333333, 'High Risk'),
(89026, 73, 13, '08:46.0', 37.09805079690199, 95.58554386618023, 117, 73, 83, 'Female', 79.60811012934165, 1.7092960848396062, 0.133752047, 44, 27.247252620560662, 87.66666666666667, 'Low Risk'),
(89027, 62, 12, '07:46.0', 37.23439964556921, 95.43717499115206, 113, 79, 47, 'Male', 61.28996874, 1.5413140523794402, 0.097548996, 34, 25.799252555779773, 90.33333333333333, 'Low Risk'),
(89028, 70, 19, '06:46.0', 37.10861072273966, 95.68945207618532, 111, 80, 27, 'Male', 88.82779183182049, 1.712475462494136, 0.07479409, 31, 30.290061243739483, 90.33333333333333, 'High Risk'),
(89029, 89, 16, '05:46.0', 36.36599699475077, 99.33192025810096, 110, 70, 26, 'Female', 75.15400019175323, 1.8135804284099393, 0.083007335, 40, 22.849592581413965, 83.33333333333333, 'Low Risk'),
(89030, 84, 16, '04:46.0', 37.47345169591866, 97.77027515153026, 138, 85, 47, 'Male', 69.33957794896524, 1.7713837989054033, 0.059893251062479294, 53, 22.09814695237627, 102.66666666666666, 'Low Risk'),
(89031, 99, 17, '03:46.0', 37.18212741732843, 96.86656757, 125, 86, 71, 'Female', 58.41547738676721, 1.7430847668005656, 0.12774053821136705, 39, 19.226087530566197, 99, 'High Risk'),
(89032, 83, 18, '02:46.0', 36.79413781797625, 96.75478699374813, 128, 77, 49, 'Male', 55.98804954544949, 1.8198919261074193, 0.07716567, 51, 16.90457052879371, 94, 'High Risk'),
(89033, 86, 17, '01:46.0', 36.70781446722928, 98.47279864310842, 129, 81, 49, 'Male', 61.237190197997776, 1.574146628009003, 0.096529986, 48, 24.712966960125478, 97, 'Low Risk'),
(89034, 85, 12, '00:46.0', 36.0954138, 97.55488343686437, 112, 89, 78, 'Female', 86.80840984999826, 1.767182503395754, 0.12696772905631215, 23, 27.79706834708464, 96.66666666666667, 'Low Risk'),
(89035, 85, 13, '59:46.0', 36.619332981882955, 99.61431601, 133, 70, 44, 'Male', 57.93412559129209, 1.6943084293004886, 0.094369865, 63, 20.181317432901785, 91, 'Low Risk'),
(89036, 81, 19, '58:46.0', 37.24033812380434, 95.11349303483348, 118, 84, 75, 'Female', 74.32116968, 1.9588797548235513, 0.14470267813731127, 34, 19.368544263696364, 95.33333333333333, 'Low Risk'),
(89037, 67, 19, '57:46.0', 36.99142140837497, 96.44818154119862, 126, 82, 35, 'Female', 89.91397183252866, 1.527761632192246, 0.091127037, 44, 38.522634871109965, 96.66666666666667, 'High Risk'),
(89038, 85, 18, '56:46.0', 36.68937518560054, 95.71223164, 134, 83, 29, 'Male', 53.25679637640059, 1.6098480906473396, 0.12023108578445628, 51, 20.54968857051288, 100, 'Low Risk'),
(89039, 76, 16, '55:46.0', 36.756769679929334, 95.32019304706738, 126, 70, 21, 'Male', 86.65371802233321, 1.5749298520743693, 0.092287408, 56, 34.93532370590753, 88.66666666666666, 'High Risk'),
(89040, 74, 13, '54:46.0', 36.890300673515355, 99.98808837106455, 117, 72, 18, 'Female', 71.03243154867505, 1.6216042085490028, 0.11434225581167289, 45, 27.012635343043932, 87, 'Low Risk'),
(89041, 91, 12, '53:46.0', 36.434830948203455, 98.57577874212993, 123, 76, 83, 'Male', 56.044786931555876, 1.9633022858096225, 0.054860557259677846, 47, 14.539881866465214, 91.66666666666667, 'High Risk'),
(89042, 63, 15, '52:46.0', 36.02570210013929, 97.13944382379252, 119, 89, 50, 'Male', 84.76903399647968, 1.5430941395071822, 0.09367771, 30, 35.60019610950843, 99, 'High Risk'),
(89043, 77, 13, '51:46.0', 37.19554556905099, 96.91082822605857, 119, 73, 64, 'Female', 79.66145905237241, 1.5605831525750686, 0.073379328, 46, 32.709539371443526, 88.33333333333333, 'High Risk'),
(89044, 65, 14, '50:46.0', 36.06022556610131, 96.82986020850672, 136, 77, 31, 'Male', 95.55182943215425, 1.6453895534526906, 0.06849418, 59, 35.29405313275685, 96.66666666666666, 'High Risk'),
(89045, 74, 19, '49:46.0', 36.07067018039352, 97.04783125, 134, 76, 69, 'Male', 80.05142386695576, 1.577864899086844, 0.087642856, 58, 32.153587139129804, 95.33333333333333, 'High Risk'),
(89046, 95, 16, '48:46.0', 36.93527762166329, 96.95122813175392, 126, 78, 19, 'Male', 59.28384100322043, 1.7526984608906189, 0.10549453168049805, 48, 19.298427525317447, 94, 'High Risk'),
(89047, 87, 17, '47:46.0', 36.54301362378418, 95.95687569312662, 136, 89, 28, 'Male', 76.13138703293757, 1.9477047346349112, 0.058299494, 47, 20.06861965978397, 104.66666666666667, 'Low Risk'),
(89048, 65, 19, '46:46.0', 36.97581111365328, 96.43589078026457, 129, 72, 85, 'Female', 66.95405243304847, 1.6318639546203542, 0.13010798489043235, 57, 25.14252952636125, 91, 'Low Risk'),
(89049, 63, 16, '45:46.0', 37.059748971869695, 98.05266542217352, 126, 72, 18, 'Male', 75.55469836855232, 1.9608319876592573, 0.14044700180316522, 54, 19.65082146544352, 90, 'Low Risk'),
(89050, 79, 14, '44:46.0', 36.12200335597808, 98.77930034119112, 127, 78, 61, 'Female', 69.93210026762164, 1.7737562883540514, 0.098984919, 49, 22.227400524921375, 94.33333333333333, 'Low Risk'),
(89051, 91, 14, '43:46.0', 36.402155336554266, 97.79493610754125, 116, 72, 29, 'Female', 91.09861558886831, 1.7067887140849534, 0.056713203612813956, 44, 31.271754799681283, 86.66666666666667, 'High Risk'),
(89052, 75, 17, '42:46.0', 37.04325739735516, 98.08280013892521, 128, 82, 43, 'Female', 75.24307450792466, 1.8437056503655562, 0.10520390602971538, 46, 22.13519537625773, 97.33333333333333, 'Low Risk'),
(89053, 95, 15, '41:46.0', 36.27358523250497, 96.88681862345844, 115, 76, 51, 'Male', 76.71259327402387, 1.8343395008218826, 0.093528305, 39, 22.79855006496053, 89, 'High Risk'),
(89054, 61, 15, '40:46.0', 37.27449742871582, 98.78367706575247, 139, 76, 82, 'Female', 57.37512435334569, 1.5044236637781625, 0.10947649444835741, 63, 25.350313107790015, 97, 'Low Risk'),
(89055, 62, 12, '39:46.0', 37.20985462377315, 97.18745227729046, 119, 80, 74, 'Female', 82.02509498727599, 1.9770395520959174, 0.12396248862812671, 39, 20.98534079656381, 93, 'Low Risk'),
(89056, 79, 13, '38:46.0', 37.14816174029907, 95.87803251, 118, 78, 54, 'Male', 82.21931511, 1.958207774194752, 0.08542016, 40, 21.441556756939324, 91.33333333333333, 'Low Risk'),
(89057, 63, 18, '37:46.0', 36.29519006240407, 98.22897056693681, 131, 76, 22, 'Female', 67.95992788493501, 1.7734393558504287, 0.089100785, 55, 21.608281318739905, 94.33333333333333, 'Low Risk'),
(89058, 86, 14, '36:46.0', 37.167549402253485, 95.77470442059982, 123, 78, 61, 'Male', 78.02062969263662, 1.9789811786170393, 0.14769270608896085, 45, 19.921687509747507, 93, 'Low Risk'),
(89059, 75, 18, '35:46.0', 36.38373048310547, 97.31851609880322, 128, 70, 47, 'Female', 89.48231644467982, 1.7072821548016772, 0.082265074, 58, 30.699168767170956, 89.33333333333333, 'High Risk'),
(89060, 66, 19, '34:46.0', 36.75451205111255, 95.84047386464944, 132, 74, 27, 'Female', 96.51256220199039, 1.5373849627064382, 0.11627649374203115, 58, 40.83368625834083, 93.33333333333333, 'High Risk'),
(89061, 99, 17, '33:46.0', 36.34503480707114, 95.09156302, 136, 87, 76, 'Female', 98.75414815976605, 1.5635378561115867, 0.1306979506313854, 49, 40.39601693964662, 103.33333333333333, 'High Risk'),
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(89239, 72, 15, '35:46.0', 36.57850574192552, 95.96006980034633, 136, 79, 71, 'Female', 50.33540143057585, 1.7933775833036887, 0.11373029515985801, 57, 15.650566517241637, 98, 'High Risk'),
(89240, 89, 16, '34:46.0', 36.30813551177292, 95.50528004337471, 135, 71, 19, 'Female', 82.44533726125782, 1.5750961382912385, 0.056249019, 64, 33.23165461344208, 92.33333333333333, 'High Risk'),
(89241, 84, 14, '33:46.0', 36.930321104694876, 97.06314769609337, 126, 84, 84, 'Female', 96.16934788, 1.8187045623060205, 0.084429083, 42, 29.074506948628578, 98, 'Low Risk'),
(89242, 99, 14, '32:46.0', 36.08776266301531, 98.7357868, 113, 74, 52, 'Female', 78.99229461, 1.8836730716203145, 0.1462889275822218, 39, 22.262486599974036, 87, 'High Risk'),
(89243, 96, 12, '31:46.0', 37.20939143648409, 98.81274796049344, 126, 84, 77, 'Female', 94.96950262368753, 1.525253707048871, 0.13124195323083224, 42, 40.82253641583054, 98, 'High Risk'),
(89244, 99, 16, '30:46.0', 37.49541569, 99.25030949136384, 123, 87, 53, 'Female', 54.03971450828096, 1.6255509525546612, 0.065060719, 36, 20.45087396028236, 99, 'High Risk'),
(89245, 99, 17, '29:46.0', 36.17494322040289, 96.47168770930251, 125, 72, 87, 'Male', 86.08802120990237, 1.663736826231975, 0.05627808, 53, 31.100936464050115, 89.66666666666666, 'High Risk'),
(89246, 65, 14, '28:46.0', 36.89080802117895, 98.46726326548938, 124, 78, 74, 'Male', 53.770427114853426, 1.7819617131702639, 0.11916823658938096, 46, 16.933500656380545, 93.33333333333333, 'High Risk'),
(89247, 92, 19, '27:46.0', 36.78366348063579, 95.69125854383246, 135, 78, 86, 'Female', 96.02185797586517, 1.9641967655136225, 0.087268162, 57, 24.888580174983524, 97, 'High Risk'),
(89248, 92, 16, '26:46.0', 37.15042413031208, 98.06469553374112, 117, 84, 85, 'Male', 98.70937053778141, 1.7683807939099998, 0.077229144, 33, 31.56507339867676, 95, 'High Risk'),
(89249, 80, 13, '25:46.0', 37.19311505619731, 95.25403612195834, 118, 79, 80, 'Male', 94.02495855719678, 1.8933902636667561, 0.097747712, 39, 26.227860894645552, 92, 'Low Risk'),
(89250, 83, 14, '24:46.0', 36.581894788103625, 98.69460345388147, 139, 84, 88, 'Male', 94.07754658791517, 1.9517077947609325, 0.088760215, 55, 24.697693110066194, 102.33333333333333, 'Low Risk'),
(89251, 81, 17, '23:46.0', 37.17779328602692, 99.75620485, 137, 78, 88, 'Female', 68.93826864, 1.755017775381771, 0.1314926813160966, 59, 22.381919688794575, 97.66666666666666, 'Low Risk'),
(89252, 84, 13, '22:46.0', 36.66055903788672, 99.76461648497022, 118, 70, 73, 'Female', 77.39438195869266, 1.8927169825013541, 0.060023236, 48, 21.604194510499084, 86, 'Low Risk'),
(89253, 86, 19, '21:46.0', 37.48887039486904, 95.98729471, 129, 79, 72, 'Female', 55.83167975382725, 1.9511896474313228, 0.098332503, 50, 14.664988547485272, 95.66666666666666, 'High Risk'),
(89254, 64, 14, '20:46.0', 36.57422055226756, 95.23753648924018, 122, 89, 33, 'Female', 50.56605319168604, 1.5012648788112029, 0.079194554, 33, 22.435947126050767, 100, 'Low Risk'),
(89255, 96, 13, '19:46.0', 36.63036907404073, 96.63054446232422, 111, 78, 18, 'Female', 71.51974324, 1.6780376698216735, 0.096353142, 33, 25.399346029172293, 89, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(89256, 68, 19, '18:46.0', 36.389640515155875, 96.68463507821234, 118, 71, 46, 'Male', 64.92412224, 1.645580543292296, 0.085912312, 47, 23.975506969577786, 86.66666666666667, 'Low Risk'),
(89257, 60, 16, '17:46.0', 37.004994374265166, 98.94359310350531, 112, 73, 19, 'Male', 55.20701441289708, 1.6130656060700026, 0.050303824, 39, 21.21730398871456, 86, 'Low Risk'),
(89258, 66, 16, '16:46.0', 37.20371278202865, 95.50132707356211, 120, 85, 38, 'Male', 56.339976709701695, 1.797623110093193, 0.14781064205490202, 35, 17.43489666576891, 96.66666666666667, 'High Risk'),
(89259, 94, 15, '15:46.0', 37.489693125847815, 99.98723702509513, 122, 87, 64, 'Female', 53.88029922412577, 1.8258679467669532, 0.091604118, 35, 16.161857366901756, 98.66666666666667, 'High Risk'),
(89260, 69, 14, '14:46.0', 36.50418507325137, 99.51852892172884, 113, 70, 81, 'Male', 77.29156057171747, 1.7470322744442277, 0.10624908061407642, 43, 25.32387841905705, 84.33333333333333, 'Low Risk'),
(89261, 64, 13, '13:46.0', 37.22398981, 96.92735140880815, 116, 74, 36, 'Male', 70.34753949240708, 1.6039996792655058, 0.11284483089072583, 42, 27.342634539619414, 88, 'Low Risk'),
(89262, 64, 14, '12:46.0', 36.012891756993554, 96.00027169254635, 114, 79, 52, 'Female', 78.44444074316166, 1.919717766191575, 0.13182736018400437, 35, 21.285673825113857, 90.66666666666667, 'Low Risk'),
(89263, 86, 14, '11:46.0', 37.048239662505885, 99.28101639705186, 124, 85, 25, 'Male', 93.43045940911007, 1.5488720506556284, 0.095417042, 39, 38.94551026201536, 98, 'High Risk'),
(89264, 86, 13, '10:46.0', 36.71963005281872, 99.73019308720107, 116, 82, 64, 'Male', 72.37769324141348, 1.5656886752788108, 0.067304207, 34, 29.525272659683296, 93.33333333333333, 'Low Risk'),
(89265, 77, 15, '09:46.0', 37.12973612250394, 96.28666393499824, 126, 80, 29, 'Male', 56.611961748339134, 1.636422589902175, 0.061707358644263945, 46, 21.14059822, 95.33333333333333, 'Low Risk'),
(89266, 67, 16, '08:46.0', 36.12323307451647, 95.50311221558911, 132, 89, 41, 'Female', 96.03247556243295, 1.8158251473233826, 0.069926896, 43, 29.12527748756557, 103.33333333333333, 'Low Risk'),
(89267, 62, 15, '07:46.0', 37.405234311526876, 96.81051876, 112, 75, 89, 'Male', 52.92063481271677, 1.987025363913215, 0.10624265290453108, 37, 13.40350014964689, 87.33333333333333, 'High Risk'),
(89268, 84, 14, '06:46.0', 36.24111402100115, 96.96185110442438, 126, 75, 87, 'Female', 97.45024252865404, 1.608801580039494, 0.14696913831654373, 51, 37.65112489551405, 92, 'High Risk'),
(89269, 61, 12, '05:46.0', 36.758207878053234, 99.97643626159044, 139, 76, 41, 'Male', 75.66709554813228, 1.7149724680824534, 0.10188747735126022, 63, 25.727214022945056, 97, 'Low Risk'),
(89270, 60, 13, '04:46.0', 37.30627524173467, 95.12237720776835, 136, 87, 55, 'Female', 73.89296783806503, 1.8554959288122939, 0.11110978629597679, 49, 21.462637888452203, 103.33333333333333, 'Low Risk'),
(89271, 63, 13, '03:46.0', 36.53246932, 98.95766698, 131, 79, 73, 'Male', 92.96834041906102, 1.990305928257861, 0.14476140352073907, 52, 23.469044328183852, 96.33333333333333, 'Low Risk'),
(89272, 84, 15, '02:46.0', 36.04284541045934, 96.26314348556464, 112, 85, 77, 'Male', 88.99289010991006, 1.9883387958008687, 0.12453563383823758, 27, 22.509950409219442, 94, 'Low Risk'),
(89273, 74, 13, '01:46.0', 36.78612841, 98.91448, 116, 83, 59, 'Female', 75.37502621630281, 1.5767208194945925, 0.1351165028483315, 33, 30.31920934924024, 94, 'High Risk'),
(89274, 97, 12, '00:46.0', 37.19810241787879, 99.39479884671921, 121, 84, 79, 'Male', 76.71437587989209, 1.5683317571711084, 0.080815705, 37, 31.18895925143205, 96.33333333333333, 'High Risk'),
(89275, 69, 15, '59:46.0', 36.147852616152484, 96.87770257823321, 139, 80, 25, 'Male', 54.44811435254251, 1.6042096831093693, 0.13025729902244942, 59, 21.157316212953294, 99.66666666666666, 'Low Risk'),
(89276, 62, 13, '58:46.0', 36.240597965454114, 98.31141711209672, 115, 76, 76, 'Male', 90.36988792683084, 1.849831644487742, 0.096127412, 39, 26.40944865754395, 89, 'Low Risk'),
(89277, 70, 14, '57:46.0', 37.15824547498537, 99.34039064540734, 113, 78, 51, 'Female', 54.23057809025509, 1.5400909820155877, 0.10679802318349273, 35, 22.863961400055896, 89.66666666666667, 'Low Risk'),
(89278, 88, 16, '56:46.0', 37.366412946713716, 97.76294470345424, 114, 80, 54, 'Male', 65.04296587087242, 1.9019796969609377, 0.063485389, 34, 17.979954274974496, 91.33333333333333, 'High Risk'),
(89279, 75, 17, '55:46.0', 37.194808660605545, 96.60589736, 118, 86, 55, 'Male', 70.97724813652549, 1.9749464317700838, 0.083500021, 32, 18.19736543423071, 96.66666666666667, 'High Risk'),
(89280, 63, 17, '54:46.0', 36.44472700904506, 95.45280612823217, 130, 76, 20, 'Female', 96.49315014715974, 1.9470160156453256, 0.059026866104629816, 54, 25.45408188562824, 94, 'Low Risk'),
(89281, 74, 15, '53:46.0', 36.516195745469275, 98.91889703827592, 134, 82, 46, 'Male', 93.26273344990065, 1.5185852803788595, 0.13272021611114448, 52, 40.441733985832514, 99.33333333333333, 'High Risk'),
(89282, 86, 19, '52:46.0', 37.329250001910104, 96.02218869446517, 116, 70, 52, 'Male', 89.49387107992204, 1.888956486749454, 0.069954015, 46, 25.08126208877247, 85.33333333333333, 'Low Risk'),
(89283, 99, 14, '51:46.0', 36.06314214674803, 99.75231092412966, 134, 75, 81, 'Male', 73.43174130269941, 1.510155829, 0.075270351, 59, 32.19884551384022, 94.66666666666666, 'High Risk'),
(89284, 71, 12, '50:46.0', 36.12244017704554, 95.26872591302715, 127, 83, 71, 'Male', 97.10698969066358, 1.5332480333604095, 0.062244610402928204, 44, 41.30719060362977, 97.66666666666667, 'High Risk'),
(89285, 82, 14, '49:46.0', 37.14521709355876, 95.37987266828469, 130, 71, 66, 'Female', 62.547376546175315, 1.5784067101633066, 0.1464793726812315, 59, 25.105637949168234, 90.66666666666666, 'Low Risk'),
(89286, 63, 18, '48:46.0', 37.23366922166181, 95.44445309196473, 139, 80, 76, 'Male', 91.35374415733367, 1.997175148444344, 0.13373622698790455, 59, 22.903088173151296, 99.66666666666666, 'Low Risk'),
(89287, 78, 19, '47:46.0', 37.34845914708071, 98.55479621254975, 135, 87, 36, 'Female', 51.68618840627757, 1.811555420658117, 0.084072889, 48, 15.749662676082368, 103, 'High Risk'),
(89288, 78, 14, '46:46.0', 37.08417399371732, 98.03919897305522, 120, 72, 26, 'Female', 60.555892599836056, 1.6111284817152285, 0.1340402596676183, 48, 23.328996588342868, 88, 'Low Risk'),
(89289, 82, 12, '45:46.0', 37.36370321300041, 96.88308679474252, 113, 87, 23, 'Male', 92.51585176096916, 1.7173050583249911, 0.1021982096439919, 26, 31.37048645820364, 95.66666666666667, 'High Risk'),
(89290, 78, 13, '44:46.0', 36.339408138584616, 95.51520583913147, 118, 85, 19, 'Female', 50.891828049466284, 1.9276564464619086, 0.076752587, 33, 13.695843385203032, 96, 'High Risk'),
(89291, 86, 13, '43:46.0', 37.192362812849765, 99.08444284690555, 132, 79, 88, 'Male', 73.64215963861115, 1.8720539603992237, 0.058695505, 53, 21.013083712208918, 96.66666666666666, 'Low Risk'),
(89292, 83, 19, '42:46.0', 36.36123356009602, 95.73710232369143, 119, 88, 74, 'Male', 90.15679537447187, 1.8943033148739485, 0.11100236549342576, 31, 25.12461571147941, 98.33333333333333, 'Low Risk'),
(89293, 90, 12, '41:46.0', 36.173874040649956, 99.08725330054206, 115, 86, 86, 'Female', 86.62272093152431, 1.926065476919169, 0.09222022, 29, 23.35015283122391, 95.66666666666667, 'Low Risk'),
(89294, 62, 15, '40:46.0', 36.88828849677274, 97.24818324041547, 133, 77, 72, 'Female', 80.66919744997293, 1.7595520339961936, 0.1159476314627166, 56, 26.05574572961564, 95.66666666666666, 'Low Risk'),
(89295, 65, 13, '39:46.0', 37.04136898495688, 99.99433511, 115, 78, 60, 'Female', 74.76131085178525, 1.7187490437423634, 0.11973366831185434, 37, 25.307658677178118, 90.33333333333333, 'Low Risk'),
(89296, 78, 14, '38:46.0', 36.67974044208197, 96.30370796236319, 119, 89, 62, 'Male', 75.08926806594302, 1.8842389376631508, 0.1092036009139829, 30, 21.149783332028694, 99, 'Low Risk'),
(89297, 67, 14, '37:46.0', 36.699889421940874, 96.76856393232154, 128, 85, 46, 'Male', 78.31050672243987, 1.947690151, 0.14200291046683278, 43, 20.643355801141013, 99.33333333333333, 'Low Risk'),
(89298, 77, 15, '36:46.0', 36.755809582217374, 97.87697700628337, 117, 89, 24, 'Female', 77.31161425, 1.9924651486312732, 0.14300496506424973, 28, 19.474363587904502, 98.33333333333333, 'Low Risk'),
(89299, 76, 17, '35:46.0', 36.00484779, 97.39407369667978, 136, 77, 70, 'Male', 91.44353881347958, 1.6294481619103705, 0.066901514, 59, 34.44069663, 96.66666666666666, 'High Risk'),
(89300, 89, 15, '34:46.0', 36.49166505510863, 96.80054077566463, 125, 85, 69, 'Female', 89.11409555892614, 1.6058154900212327, 0.051724739, 40, 34.55851862801203, 98.33333333333333, 'High Risk'),
(89301, 65, 18, '33:46.0', 37.477696938709585, 96.17032579112809, 122, 70, 84, 'Female', 80.67317521102146, 1.7483176385108246, 0.1219404566476953, 52, 26.39298265846005, 87.33333333333333, 'Low Risk'),
(89302, 85, 17, '32:46.0', 37.041683141299615, 98.35022601885683, 119, 73, 25, 'Female', 59.28328134317971, 1.6907380249043888, 0.061159079244841576, 46, 20.738607573010203, 88.33333333333333, 'Low Risk'),
(89303, 81, 16, '31:46.0', 36.452664104563745, 95.28736067610176, 133, 79, 44, 'Female', 50.64246818780359, 1.9690457227648905, 0.082505438, 54, 13.061806992780147, 97, 'High Risk'),
(89304, 71, 18, '30:46.0', 36.77404663817742, 95.74787649715167, 128, 72, 69, 'Female', 71.22782348096445, 1.706088973129376, 0.067590566, 56, 24.47069599313454, 90.66666666666666, 'Low Risk'),
(89305, 97, 18, '29:46.0', 36.09641518268296, 97.0578942, 125, 79, 74, 'Female', 80.15491999360229, 1.8872490308380092, 0.05430599, 46, 22.504624084973464, 94.33333333333333, 'High Risk'),
(89306, 97, 14, '28:46.0', 36.08523037742241, 99.18870761274474, 115, 70, 52, 'Male', 93.11496478266511, 1.8245889075525719, 0.11443720478411158, 45, 27.969803984308417, 85, 'High Risk'),
(89307, 99, 18, '27:46.0', 36.18397375, 96.10959769297412, 110, 83, 64, 'Female', 82.92467054909007, 1.6634094308993586, 0.057986383, 27, 29.969909803670742, 92, 'High Risk'),
(89308, 75, 15, '26:46.0', 37.288588676187935, 95.77285287, 132, 76, 60, 'Female', 97.74473801800309, 1.5105422232988426, 0.057007665, 56, 42.83784826613725, 94.66666666666666, 'High Risk'),
(89309, 69, 19, '25:46.0', 37.28205145563006, 99.91741128543904, 136, 83, 71, 'Male', 52.562093557153474, 1.7946290526923352, 0.063203922, 53, 16.320116952798237, 100.66666666666666, 'High Risk'),
(89310, 75, 17, '24:46.0', 37.12787554944866, 95.04530509950705, 137, 87, 64, 'Male', 81.73977594603681, 1.6391285709935262, 0.095052226, 50, 30.423375813040614, 103.66666666666666, 'High Risk'),
(89311, 72, 19, '23:46.0', 36.43770190944327, 98.2236112, 137, 75, 21, 'Male', 57.18881473216533, 1.7349477265889608, 0.087384152, 62, 18.999330928710414, 95.66666666666666, 'Low Risk'),
(89312, 92, 15, '22:46.0', 36.18029607115295, 96.40155903028712, 134, 73, 28, 'Male', 84.43387962443285, 1.9792514178036187, 0.092953777, 61, 21.55335169616905, 93.33333333333333, 'High Risk'),
(89313, 84, 15, '21:46.0', 36.77264656124765, 95.16520201, 114, 88, 71, 'Female', 81.48272451727578, 1.8801346766902105, 0.14236593707999606, 26, 23.050886003603907, 96.66666666666667, 'Low Risk'),
(89314, 74, 12, '20:46.0', 37.46763424, 97.08955819017879, 115, 80, 54, 'Female', 76.28636226699724, 1.5305062504197866, 0.1382726095393837, 35, 32.56692026496166, 91.66666666666667, 'High Risk'),
(89315, 63, 14, '19:46.0', 36.51499424217445, 97.84861067, 139, 70, 39, 'Male', 78.68617934331454, 1.7735832105182736, 0.12964522931506145, 69, 25.01470125434322, 93, 'Low Risk'),
(89316, 97, 16, '18:46.0', 36.15367415333046, 95.81761729, 113, 70, 44, 'Male', 99.44340323, 1.7224430746364139, 0.059416431, 43, 33.51862719774004, 84.33333333333333, 'High Risk'),
(89317, 91, 13, '17:46.0', 37.27579784788462, 95.16036600123854, 129, 80, 40, 'Female', 55.38491551776747, 1.9707754348846485, 0.1061407871987825, 49, 14.259924200864512, 96.33333333333333, 'High Risk'),
(89318, 97, 17, '16:46.0', 36.57160800818638, 99.23103546411005, 112, 89, 75, 'Male', 73.92856093571979, 1.8146230878247736, 0.14629657210223884, 23, 22.451191181038393, 96.66666666666667, 'High Risk'),
(89319, 78, 18, '15:46.0', 36.805003024396164, 96.98051627778219, 124, 74, 24, 'Male', 60.110657844184296, 1.7139336093967383, 0.060621400779334936, 50, 20.462726072260686, 90.66666666666666, 'Low Risk'),
(89320, 87, 18, '14:46.0', 36.569773654486404, 98.91597643018135, 120, 89, 28, 'Female', 94.50704162467605, 1.8744823546412606, 0.10575493572032396, 31, 26.89685213368967, 99.33333333333333, 'Low Risk'),
(89321, 64, 19, '13:46.0', 37.05066861584454, 97.01655435650405, 129, 84, 68, 'Male', 56.98430456627523, 1.6248068822421249, 0.12379848393184448, 45, 21.584985071343755, 99, 'Low Risk'),
(89322, 65, 15, '12:46.0', 37.291493433015575, 97.89851223979917, 128, 78, 18, 'Male', 97.23147658449791, 1.8945828623810295, 0.062817636, 50, 27.088170357117484, 94.66666666666666, 'Low Risk'),
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(89499, 84, 19, '15:46.0', 36.645999353343846, 96.07023694794631, 118, 85, 53, 'Female', 88.85679068161886, 1.7570007629019644, 0.10901713523601222, 33, 28.783706872537902, 96, 'Low Risk'),
(89500, 62, 19, '14:46.0', 36.37386077918775, 95.64140629986385, 127, 75, 80, 'Male', 97.60431633754618, 1.6889886144885489, 0.12808885096212658, 52, 34.21492401391691, 92.33333333333333, 'High Risk'),
(89501, 88, 13, '13:46.0', 37.058661971797044, 99.09575597260752, 130, 74, 69, 'Female', 52.953813557274515, 1.9836674239543104, 0.076393701, 56, 13.457349119996369, 92.66666666666666, 'High Risk'),
(89502, 67, 15, '12:46.0', 37.01626019514997, 95.53952673458134, 116, 75, 81, 'Female', 84.69421441883887, 1.9624315227305247, 0.082965582, 41, 21.99199972157533, 88.66666666666667, 'Low Risk'),
(89503, 89, 18, '11:46.0', 36.371760014766394, 97.40616185064285, 120, 73, 74, 'Female', 84.82161154133166, 1.8038521828140586, 0.059259934650945256, 47, 26.06781480106395, 88.66666666666667, 'Low Risk'),
(89504, 88, 14, '10:46.0', 36.235867765814035, 96.46268254, 115, 79, 54, 'Female', 73.12203066770577, 1.6686243563313818, 0.13150251348550995, 36, 26.26219892347042, 91, 'Low Risk'),
(89505, 77, 15, '09:46.0', 36.886078357977624, 95.48086536, 138, 89, 67, 'Male', 71.34411718749764, 1.5477923318817253, 0.095038256, 49, 29.780554982972813, 105.33333333333333, 'Low Risk'),
(89506, 90, 14, '08:46.0', 36.788978153701954, 95.38761260298683, 124, 74, 30, 'Male', 52.01860588177799, 1.9658654002326803, 0.14549036806916782, 50, 13.460188771895034, 90.66666666666666, 'High Risk'),
(89507, 64, 19, '07:46.0', 36.474712184603426, 99.80103365, 138, 72, 25, 'Male', 98.19815163461777, 1.5688971500807618, 0.10145001556813925, 66, 39.89462296492863, 94, 'High Risk'),
(89508, 71, 17, '06:46.0', 37.03841627963238, 96.03701383, 129, 79, 52, 'Female', 94.82106789794722, 1.726611746025688, 0.14393869434784579, 50, 31.806469109972234, 95.66666666666666, 'High Risk'),
(89509, 70, 19, '05:46.0', 37.120103865706284, 99.81098482433961, 132, 74, 71, 'Female', 80.40238475, 1.8100642332951211, 0.14790027770864486, 58, 24.54036153016751, 93.33333333333333, 'Low Risk'),
(89510, 64, 15, '04:46.0', 37.19522661031396, 95.88206524, 126, 76, 78, 'Female', 84.67933882588589, 1.9432556101028755, 0.0561935, 50, 22.42423303755817, 92.66666666666666, 'Low Risk'),
(89511, 85, 14, '03:46.0', 36.943210505237424, 95.47587718422541, 110, 73, 27, 'Male', 83.79679599019867, 1.9264202123479064, 0.067874486, 37, 22.58007400140392, 85.33333333333333, 'Low Risk'),
(89512, 63, 13, '02:46.0', 37.17780524763621, 96.26451640341308, 115, 82, 31, 'Male', 51.92790059064312, 1.7863750882624139, 0.12272828894330892, 33, 16.272544105676463, 93, 'High Risk'),
(89513, 77, 12, '01:46.0', 36.60474272945143, 99.31943530641742, 134, 79, 58, 'Male', 72.89087224112698, 1.7528293596810496, 0.051176717423753376, 55, 23.724325240429987, 97.33333333333333, 'Low Risk'),
(89514, 89, 18, '00:46.0', 36.51371426, 97.11493093, 137, 86, 34, 'Male', 67.80067713719205, 1.977018493684219, 0.087203568, 51, 17.346528242019634, 103, 'High Risk'),
(89515, 79, 12, '59:46.0', 36.73805483013309, 95.45488392, 134, 75, 54, 'Female', 53.26417090263898, 1.8686505595206988, 0.091839721, 59, 15.253832768146323, 94.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(89517, 84, 19, '57:46.0', 36.785879351487665, 99.77174714649806, 125, 89, 81, 'Male', 88.05550898543088, 1.8320612502800357, 0.11154648885246202, 36, 26.234727259741593, 101, 'Low Risk'),
(89518, 85, 16, '56:46.0', 36.892465633085806, 99.08204832492966, 128, 86, 29, 'Female', 75.39881189295573, 1.617987080977369, 0.14128433602277926, 42, 28.801453350240784, 100, 'Low Risk'),
(89519, 88, 13, '55:46.0', 36.008358592514874, 97.11667767996401, 125, 85, 63, 'Male', 83.32772374, 1.9334605365432043, 0.069469009, 40, 22.29045296959731, 98.33333333333333, 'Low Risk'),
(89520, 88, 15, '54:46.0', 37.24208368023201, 99.62965293256745, 120, 75, 86, 'Female', 66.55269222349239, 1.9244429650692736, 0.12116408349440791, 45, 17.97030878540165, 90, 'High Risk'),
(89521, 80, 12, '53:46.0', 37.01149775824426, 97.31330331440114, 120, 84, 85, 'Male', 85.27101617711979, 1.7916189005592176, 0.061456225018229504, 36, 26.56502125933972, 96, 'Low Risk'),
(89522, 91, 17, '52:46.0', 37.07404067921741, 97.34116434283827, 130, 89, 61, 'Female', 90.68593558667267, 1.9868146324760374, 0.12317304869564812, 41, 22.97339808994874, 102.66666666666667, 'High Risk'),
(89523, 61, 16, '51:46.0', 37.32847326914219, 98.99015137385445, 124, 89, 59, 'Female', 66.82409759853113, 1.8992826324622492, 0.14893722926117897, 35, 18.524816247166548, 100.66666666666667, 'Low Risk'),
(89524, 84, 16, '50:46.0', 36.93874767521874, 99.94906563300559, 131, 78, 66, 'Female', 76.31435829193357, 1.7223689046962019, 0.056647723, 53, 25.72491238271019, 95.66666666666666, 'Low Risk'),
(89525, 90, 17, '49:46.0', 36.058629985133805, 97.24870403857484, 135, 74, 23, 'Male', 79.98401334005204, 1.6295428608232214, 0.050702432699104585, 61, 30.121154657886255, 94.33333333333333, 'High Risk'),
(89526, 91, 12, '48:46.0', 37.168178285807905, 96.27710458918982, 110, 78, 82, 'Male', 78.27482723940852, 1.7902168632815327, 0.13638097968622198, 32, 24.423664766010898, 88.66666666666667, 'High Risk'),
(89527, 70, 15, '47:46.0', 36.095657168621614, 95.33961137117214, 119, 73, 30, 'Female', 53.13147112439343, 1.623064378722257, 0.067585773, 46, 20.16881340915793, 88.33333333333333, 'Low Risk'),
(89528, 71, 12, '46:46.0', 36.305253944272614, 95.25501446110827, 111, 73, 78, 'Male', 56.82995045354502, 1.619259988155642, 0.1096152380390378, 38, 21.67425148661571, 85.66666666666667, 'Low Risk'),
(89529, 71, 14, '45:46.0', 36.37593516427147, 95.26478857325333, 110, 83, 52, 'Male', 56.94602865447216, 1.8243239423730184, 0.12051699206687962, 27, 17.11037495131799, 92, 'High Risk'),
(89530, 72, 13, '44:46.0', 36.669170005454596, 98.00913102263064, 134, 89, 49, 'Male', 59.43354777043401, 1.7873761132737735, 0.090826866, 45, 18.603718356373857, 104, 'Low Risk'),
(89531, 83, 14, '43:46.0', 36.18901627472644, 98.98927944125161, 128, 75, 42, 'Female', 92.94728002675426, 1.558526605982427, 0.051245891, 53, 38.265575031522715, 92.66666666666666, 'High Risk'),
(89532, 96, 18, '42:46.0', 36.07859947, 97.86929078196265, 111, 77, 49, 'Female', 62.08346553890269, 1.6381208039796757, 0.13331118346166948, 34, 23.135777545401098, 88.33333333333333, 'High Risk'),
(89533, 84, 16, '41:46.0', 37.39247076330259, 96.85769699943317, 124, 71, 30, 'Female', 82.73982182525499, 1.7659449023525882, 0.14861413736993054, 53, 26.53140703738214, 88.66666666666666, 'Low Risk'),
(89534, 62, 14, '40:46.0', 37.025568573068625, 96.07092457884947, 133, 88, 25, 'Male', 59.89021067975834, 1.7961769413207989, 0.101869005, 45, 18.563403609197422, 103, 'Low Risk'),
(89535, 95, 14, '39:46.0', 36.64143178199126, 95.92840201469657, 124, 75, 46, 'Female', 65.39873837656475, 1.944583404545576, 0.14054442068067768, 49, 17.29482692185454, 91.33333333333333, 'High Risk'),
(89536, 90, 12, '38:46.0', 37.38086151589124, 96.95284612469531, 114, 88, 32, 'Male', 85.79275434062023, 1.974195613375816, 0.098051977, 26, 22.012544439186026, 96.66666666666667, 'Low Risk'),
(89537, 60, 14, '37:46.0', 36.452068421939366, 99.91730215, 127, 77, 21, 'Male', 55.475051450982704, 1.8434015338388463, 0.11806948512728813, 50, 16.325174218439873, 93.66666666666666, 'High Risk'),
(89538, 66, 19, '36:46.0', 36.55976431920314, 96.24227164451683, 133, 87, 54, 'Female', 67.38368703422498, 1.827399591053691, 0.082920006, 46, 20.178446320331165, 102.33333333333333, 'Low Risk'),
(89539, 93, 19, '35:46.0', 36.27393167025533, 98.94023731852232, 112, 82, 81, 'Female', 53.767580408590064, 1.955263962063878, 0.1268392054933437, 30, 14.064027331901995, 92, 'High Risk'),
(89540, 62, 14, '34:46.0', 37.17281339408019, 99.40581364247193, 121, 83, 89, 'Male', 73.32880673176714, 1.5225508942240333, 0.09304723, 38, 31.63231526999377, 95.66666666666667, 'High Risk'),
(89541, 87, 12, '33:46.0', 37.06520675486951, 98.67348395364901, 132, 81, 45, 'Female', 83.52929795079211, 1.9083722449673015, 0.053713161523260645, 51, 22.935734253937266, 98, 'Low Risk'),
(89542, 87, 19, '32:46.0', 36.67480973834452, 95.51305145409137, 123, 87, 21, 'Female', 54.70350436656476, 1.5278914873038816, 0.1202415224613806, 36, 23.433120520013308, 99, 'Low Risk'),
(89543, 92, 17, '31:46.0', 37.22981803980468, 98.10586541769378, 137, 75, 59, 'Male', 63.15522011787602, 1.5931889793017677, 0.072903122, 62, 24.88139157173219, 95.66666666666666, 'High Risk'),
(89544, 68, 15, '30:46.0', 36.047524811498306, 95.45598136777578, 120, 76, 76, 'Male', 74.63382283163419, 1.909048900908203, 0.052535289, 44, 20.47866213975712, 90.66666666666667, 'Low Risk'),
(89545, 86, 14, '29:46.0', 37.08601934665819, 99.71793499274504, 128, 85, 57, 'Female', 60.649124756998695, 1.9217745429085027, 0.11571700948701864, 43, 16.42175867017382, 99.33333333333333, 'High Risk'),
(89546, 74, 12, '28:46.0', 36.02798179207213, 96.32559486762491, 111, 73, 35, 'Female', 52.08352039, 1.9044049445022988, 0.1398353773170251, 38, 14.360902387802902, 85.66666666666667, 'High Risk'),
(89547, 80, 16, '27:46.0', 36.77765573466204, 95.68091580760071, 134, 85, 57, 'Male', 61.043545698133805, 1.8110198441770566, 0.14297233485231892, 49, 18.61201240626034, 101.33333333333333, 'Low Risk'),
(89548, 65, 14, '26:46.0', 36.44970461048505, 96.50564948705437, 117, 73, 43, 'Male', 73.63557979963555, 1.7583362871062804, 0.13726256220659055, 44, 23.816823220809987, 87.66666666666667, 'Low Risk'),
(89549, 85, 18, '25:46.0', 36.88466404317687, 96.35430040156302, 130, 71, 75, 'Female', 77.78972868618436, 1.8484637904210215, 0.10206777457999987, 59, 22.766714508187484, 90.66666666666666, 'Low Risk'),
(89550, 92, 13, '24:46.0', 36.18606949026688, 97.47272405, 124, 83, 24, 'Female', 57.851819739729606, 1.6790246036610028, 0.12530738240529582, 41, 20.521207135253878, 96.66666666666667, 'High Risk'),
(89551, 82, 14, '23:46.0', 36.14351423, 95.65728675190623, 135, 70, 63, 'Female', 72.20298037388905, 1.6287133896975985, 0.14060917584159288, 65, 27.218600490359023, 91.66666666666666, 'Low Risk'),
(89552, 62, 19, '22:46.0', 37.31113628520749, 96.22724408972691, 138, 89, 57, 'Male', 52.20152532406076, 1.5236272655036043, 0.090348803, 49, 22.486699777062363, 105.33333333333333, 'Low Risk'),
(89553, 93, 18, '21:46.0', 36.20414667385581, 95.22926463860999, 118, 78, 58, 'Female', 80.11222894181098, 1.5485093563736345, 0.071631294, 40, 33.40959011948249, 91.33333333333333, 'High Risk'),
(89554, 63, 13, '20:46.0', 36.768871396823926, 95.46983142767499, 133, 89, 19, 'Male', 67.42659847368088, 1.5402747643321926, 0.089048696, 44, 28.420705270722927, 103.66666666666667, 'Low Risk'),
(89555, 92, 14, '19:46.0', 37.41680060538402, 97.17115511568814, 120, 77, 79, 'Female', 98.65768833418711, 1.8091041933286625, 0.14914874959248492, 43, 30.144200838275342, 91.33333333333333, 'High Risk'),
(89556, 83, 13, '18:46.0', 37.356465841355416, 98.97018395396803, 118, 82, 69, 'Male', 97.94664615566512, 1.707889198555075, 0.11826294212129065, 36, 33.579187687479305, 94, 'High Risk'),
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(89558, 76, 13, '16:46.0', 36.48442794977835, 99.22770916080864, 126, 70, 69, 'Female', 99.82921693307267, 1.748027281026419, 0.070381284, 56, 32.67091155434156, 88.66666666666666, 'High Risk'),
(89559, 90, 18, '15:46.0', 36.83537554861419, 97.24114925, 132, 76, 40, 'Female', 72.64823932954937, 1.720758609560654, 0.11723695772555284, 56, 24.534950780168362, 94.66666666666666, 'Low Risk'),
(89560, 64, 18, '14:46.0', 36.19493805690307, 96.44343741987875, 119, 77, 42, 'Female', 56.92002436117573, 1.650088434, 0.12730241380032015, 42, 20.905022394381707, 91, 'Low Risk'),
(89561, 86, 19, '13:46.0', 37.33338762100899, 99.22160848937855, 134, 70, 34, 'Male', 88.57199662374987, 1.566496216176863, 0.066218373, 64, 36.09422609461276, 91.33333333333333, 'High Risk'),
(89562, 68, 12, '12:46.0', 37.460454961872635, 99.31838428961983, 111, 85, 32, 'Female', 87.49355122751052, 1.9795298314734393, 0.11025249970360237, 26, 22.32810893506936, 93.66666666666667, 'Low Risk'),
(89563, 61, 12, '11:46.0', 37.06181677, 99.85782493372338, 110, 83, 46, 'Male', 59.21306468776128, 1.9267805826637652, 0.1395847424109646, 27, 15.949718312213804, 92, 'High Risk'),
(89564, 76, 13, '10:46.0', 36.82069296547309, 98.65733838, 125, 88, 69, 'Male', 85.57041291740666, 1.556948670126605, 0.060423976, 37, 35.30002702857215, 100.33333333333333, 'High Risk'),
(89565, 91, 14, '09:46.0', 37.47109578003371, 98.23453617445647, 117, 71, 77, 'Male', 58.986994387904794, 1.6005665522603674, 0.061365264, 46, 23.025485369784146, 86.33333333333333, 'High Risk'),
(89566, 75, 12, '08:46.0', 36.085969495094275, 97.23441242625222, 126, 84, 77, 'Male', 68.70144759783783, 1.8564557867869662, 0.064033126, 42, 19.93410157930473, 98, 'Low Risk'),
(89567, 69, 13, '07:46.0', 36.344024523876676, 95.67960757242525, 125, 71, 55, 'Male', 80.38173502919336, 1.688152476370247, 0.12428835082308279, 54, 28.205515127728287, 89, 'Low Risk'),
(89568, 83, 13, '06:46.0', 36.01663622516716, 95.33474282, 129, 84, 21, 'Female', 78.43554497488859, 1.6903509725786454, 0.068037462, 45, 27.451061499021964, 99, 'Low Risk'),
(89569, 73, 17, '05:46.0', 36.14051018744719, 96.66395521357146, 129, 73, 72, 'Female', 76.17888241040448, 1.7442374741852527, 0.067493416, 56, 25.03936847700604, 91.66666666666666, 'Low Risk'),
(89570, 98, 16, '04:46.0', 36.72612952644802, 96.88339934581097, 116, 81, 42, 'Female', 57.540652236366405, 1.7081710674983128, 0.063503148, 35, 19.72023368946639, 92.66666666666667, 'High Risk'),
(89571, 75, 15, '03:46.0', 37.26219333467886, 98.82213594437432, 116, 75, 78, 'Female', 84.71845152978159, 1.9983167796630985, 0.1340592796776804, 41, 21.215307893179403, 88.66666666666667, 'Low Risk'),
(89572, 81, 16, '02:46.0', 37.12956624575124, 97.50630476839672, 114, 73, 24, 'Female', 87.60173884585275, 1.9942894051419624, 0.07279649, 41, 22.026036912411428, 86.66666666666667, 'Low Risk'),
(89573, 75, 18, '01:46.0', 36.10799992637535, 99.05171478080561, 132, 83, 29, 'Female', 64.88987015799606, 1.7845810917787146, 0.13061088322801906, 49, 20.375314961705243, 99.33333333333333, 'Low Risk'),
(89574, 75, 15, '00:46.0', 36.37366089059769, 97.36419162176198, 138, 83, 32, 'Male', 65.43677040835117, 1.7072961509821705, 0.06176311, 55, 22.449368787775384, 101.33333333333333, 'Low Risk'),
(89575, 83, 16, '59:46.0', 37.03279875082698, 98.05173027483985, 125, 87, 86, 'Female', 93.63323096676113, 1.9288848598120067, 0.11830409980005506, 38, 25.16618595, 99.66666666666667, 'Low Risk'),
(89576, 68, 14, '58:46.0', 36.509017991736236, 97.17372442240472, 116, 77, 76, 'Female', 88.88989091686892, 1.8095107668331036, 0.13858729818827772, 39, 27.14751177185275, 90, 'Low Risk'),
(89577, 96, 18, '57:46.0', 36.44487882196684, 98.06430349589331, 113, 80, 52, 'Female', 86.33880119915548, 1.6503764222692303, 0.054747792739787894, 33, 31.698593543129874, 91, 'High Risk'),
(89578, 70, 16, '56:46.0', 37.03514702049802, 98.19080996493449, 112, 74, 49, 'Male', 73.89156373362123, 1.501738620951763, 0.071476651, 38, 32.76469712254059, 86.66666666666667, 'High Risk'),
(89579, 98, 17, '55:46.0', 36.26356209380807, 97.98470163868164, 137, 79, 21, 'Female', 85.86057101, 1.8008834595498304, 0.11991945859428856, 58, 26.47418222905924, 98.33333333333333, 'High Risk'),
(89580, 75, 14, '54:46.0', 36.579064467000265, 99.46373794, 122, 80, 85, 'Male', 67.40140607088031, 1.8851677383267602, 0.098394694, 42, 18.965703587319943, 94, 'Low Risk'),
(89581, 72, 15, '53:46.0', 37.02324664, 97.26309882276018, 116, 75, 88, 'Female', 98.97766485448557, 1.9588560685700351, 0.09255798, 41, 25.79479915331008, 88.66666666666667, 'Low Risk'),
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(89758, 65, 16, '56:46.0', 36.899345436698496, 96.88072662868487, 131, 89, 72, 'Female', 57.80880781605803, 1.944924154266005, 0.095250099, 42, 15.282298323694592, 103, 'High Risk'),
(89759, 64, 16, '55:46.0', 37.44315161764914, 99.56116311168927, 115, 86, 83, 'Male', 76.00954865298571, 1.555950156075495, 0.10096015219537355, 29, 31.39617872397588, 95.66666666666667, 'High Risk'),
(89760, 68, 16, '54:46.0', 37.11790706417049, 98.49118931706494, 130, 71, 77, 'Male', 60.21698208531197, 1.7273984727715952, 0.11441694360731279, 59, 20.180592989146867, 90.66666666666666, 'Low Risk'),
(89761, 70, 19, '53:46.0', 36.277771235507565, 97.22736106562138, 138, 83, 23, 'Male', 98.59499614379361, 1.5318185587431692, 0.084880305, 55, 42.01846863958247, 101.33333333333333, 'High Risk'),
(89762, 74, 19, '52:46.0', 36.51819045095929, 99.9975998, 116, 72, 56, 'Male', 94.86056166766741, 1.638771700559637, 0.11726316691314821, 44, 35.32228419754607, 86.66666666666667, 'High Risk'),
(89763, 77, 14, '51:46.0', 36.82497282, 99.76141865, 121, 75, 23, 'Female', 96.98198641758393, 1.525104211667749, 0.081195366, 46, 41.695773457539396, 90.33333333333333, 'High Risk'),
(89764, 83, 16, '50:46.0', 36.06177122455022, 99.03520340053609, 120, 70, 35, 'Male', 67.39831254599966, 1.862075685956429, 0.06479799, 50, 19.438124728642276, 86.66666666666666, 'Low Risk'),
(89765, 83, 13, '49:46.0', 36.23969008329294, 95.77651624399752, 116, 77, 72, 'Male', 64.57207771377864, 1.5792101374454117, 0.078918163, 39, 25.891959221935945, 90, 'Low Risk'),
(89766, 72, 19, '48:46.0', 36.57789522177758, 98.29547548408193, 116, 77, 86, 'Male', 85.25711018, 1.7162999077836811, 0.070402187, 39, 28.943046987769865, 90, 'Low Risk'),
(89767, 63, 13, '47:46.0', 36.44483587, 96.64629058782323, 114, 80, 62, 'Female', 68.61737590223827, 1.5164149794560766, 0.14448556362921328, 34, 29.83994194733527, 91.33333333333333, 'Low Risk'),
(89768, 81, 17, '46:46.0', 37.056074712136514, 95.62234592753882, 133, 73, 78, 'Male', 77.12946964716062, 1.605932575268786, 0.072822719, 60, 29.906509645205514, 93, 'Low Risk'),
(89769, 68, 17, '45:46.0', 37.43747033739209, 96.97787847365738, 110, 81, 41, 'Female', 89.80954703896344, 1.8720064179990363, 0.10472513757605866, 29, 25.627594245591574, 90.66666666666667, 'Low Risk'),
(89770, 84, 13, '44:46.0', 36.396835264673854, 97.76604986, 122, 79, 22, 'Female', 77.75534922292871, 1.5003672205439074, 0.080436098, 43, 34.541018688902284, 93.33333333333333, 'High Risk'),
(89771, 87, 14, '43:46.0', 36.798216233715955, 99.46831489720992, 123, 88, 31, 'Female', 77.02969932581817, 1.645531875885514, 0.083102077, 35, 28.447598094040735, 99.66666666666667, 'Low Risk'),
(89772, 73, 16, '42:46.0', 36.88407833270369, 95.65123430160446, 117, 79, 61, 'Female', 55.12933523927399, 1.6325225561536647, 0.14156931923932117, 38, 20.68542149287565, 91.66666666666667, 'Low Risk'),
(89773, 88, 14, '41:46.0', 36.937350210778824, 99.43149294483804, 136, 78, 46, 'Male', 71.17821629118293, 1.5018795091406623, 0.06804, 58, 31.555634448455642, 97.33333333333333, 'High Risk'),
(89774, 67, 16, '40:46.0', 36.93906627114832, 96.06768930757485, 121, 82, 72, 'Male', 51.949690309688876, 1.7524848704174043, 0.14620409942823887, 39, 16.915093717590246, 95, 'High Risk'),
(89775, 63, 13, '39:46.0', 36.22290994906962, 99.17907640304125, 138, 89, 56, 'Male', 98.91375153610772, 1.9360947850854677, 0.057507293, 49, 26.387815777257252, 105.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(89776, 86, 12, '38:46.0', 36.98149618358522, 99.10360664744728, 134, 79, 33, 'Female', 73.41061060751505, 1.6416066805642453, 0.095755208, 55, 27.240847490878892, 97.33333333333333, 'Low Risk'),
(89777, 62, 15, '37:46.0', 36.11364807998683, 97.11423957989142, 130, 80, 54, 'Male', 71.15861422560717, 1.6738901510600575, 0.11631210307131605, 50, 25.39648274886996, 96.66666666666666, 'Low Risk'),
(89778, 89, 19, '36:46.0', 36.56198806190452, 99.38319104786923, 128, 86, 43, 'Female', 83.57605333566525, 1.7761139966655977, 0.14956005848001386, 42, 26.493551825962047, 100, 'Low Risk'),
(89779, 81, 18, '35:46.0', 37.476765818551094, 95.68008658544413, 130, 72, 64, 'Female', 82.69640691819981, 1.8212370273255736, 0.10071116365176595, 58, 24.931803632778653, 91.33333333333333, 'Low Risk'),
(89780, 89, 12, '34:46.0', 36.37956293058694, 97.95464949688203, 134, 75, 67, 'Male', 67.06783711367491, 1.713356921988205, 0.11342859241451982, 59, 22.84644406849291, 94.66666666666666, 'Low Risk'),
(89781, 67, 17, '33:46.0', 36.518772256860764, 98.52395320984384, 136, 83, 86, 'Male', 91.41173220465123, 1.777139795351322, 0.12722647343127497, 53, 28.94401365892081, 100.66666666666666, 'Low Risk'),
(89782, 69, 14, '32:46.0', 36.15050616436327, 99.38588434981821, 113, 80, 63, 'Male', 96.08450932609756, 1.7660853105549141, 0.099473021, 33, 30.805624693685488, 91, 'High Risk'),
(89783, 60, 12, '31:46.0', 37.25061916669201, 97.87270043156832, 138, 74, 64, 'Male', 58.98715691064485, 1.9629989023917551, 0.12119558148915388, 64, 15.307961131115428, 95.33333333333333, 'High Risk'),
(89784, 86, 16, '30:46.0', 37.28164202457445, 99.48409834080363, 122, 72, 58, 'Male', 91.63162027, 1.7339729141794802, 0.14865204438791096, 50, 30.476195270955127, 88.66666666666666, 'High Risk'),
(89785, 89, 14, '29:46.0', 37.46709169, 97.47157893, 116, 82, 22, 'Female', 50.03406413980529, 1.8950512402731894, 0.1110149720167915, 34, 13.932333647128138, 93.33333333333333, 'High Risk'),
(89786, 91, 18, '28:46.0', 36.735190545617115, 99.52640013025074, 120, 72, 59, 'Male', 52.560434174650204, 1.867225762, 0.10403593389607672, 48, 15.075276365266621, 88, 'High Risk'),
(89787, 84, 13, '27:46.0', 37.43659776768422, 99.49157487597012, 137, 86, 87, 'Male', 58.25252304148626, 1.9999507769024114, 0.079621362, 51, 14.56384762924295, 103, 'High Risk'),
(89788, 77, 16, '26:46.0', 36.65406863475458, 97.12932616544752, 113, 71, 46, 'Male', 89.06969455379596, 1.6615362988442088, 0.084637856, 42, 32.26341213500773, 85, 'High Risk'),
(89789, 81, 13, '25:46.0', 36.269614254266514, 97.25154226671032, 138, 83, 77, 'Male', 54.386055072044364, 1.8114750237916661, 0.12220639856210422, 55, 16.57382913352792, 101.33333333333333, 'High Risk'),
(89790, 78, 16, '24:46.0', 36.93201652, 95.61464192121778, 124, 72, 88, 'Male', 86.51478168, 1.7223874642960044, 0.12443228620218177, 52, 29.162758687365162, 89.33333333333333, 'Low Risk'),
(89791, 94, 15, '23:46.0', 37.476597176771165, 98.60558367802167, 123, 71, 62, 'Male', 83.28263001133277, 1.9511828653644354, 0.072385554, 52, 21.875524991574704, 88.33333333333333, 'High Risk'),
(89792, 60, 19, '22:46.0', 36.544659793355024, 99.57326715656114, 119, 75, 71, 'Male', 78.76633251552614, 1.5826387388704417, 0.069182099, 44, 31.446842147901272, 89.66666666666667, 'High Risk'),
(89793, 97, 13, '21:46.0', 36.19320092917499, 95.31216523043148, 120, 85, 41, 'Male', 93.88288896296532, 1.7024249045983608, 0.14369496325924863, 35, 32.39295124957084, 96.66666666666667, 'High Risk'),
(89794, 83, 15, '20:46.0', 37.20543912452995, 98.96460639968993, 129, 71, 48, 'Male', 51.44731661455341, 1.9059452776711754, 0.10931984413032272, 58, 14.162563601660478, 90.33333333333333, 'High Risk'),
(89795, 60, 14, '19:46.0', 37.22367626036164, 98.4250708, 124, 83, 46, 'Female', 84.07479314986404, 1.8542942179471402, 0.088906394, 41, 24.451669627147933, 96.66666666666667, 'Low Risk'),
(89796, 75, 14, '18:46.0', 36.84112443871332, 95.81392682379455, 125, 77, 39, 'Female', 52.213677405379116, 1.9134941435072441, 0.094415244, 48, 14.260344159554476, 93, 'High Risk'),
(89797, 87, 16, '17:46.0', 36.63613597928784, 98.28778746885135, 115, 74, 36, 'Female', 78.56339436350471, 1.9125938494730148, 0.093905887, 41, 21.477055003450985, 87.66666666666667, 'Low Risk'),
(89798, 93, 13, '16:46.0', 36.42030137907033, 97.03934096049404, 134, 85, 58, 'Male', 69.55680635457688, 1.6074605459160969, 0.081171769, 49, 26.919004124045347, 101.33333333333333, 'High Risk'),
(89799, 97, 18, '15:46.0', 37.379381346248664, 95.29331697503719, 111, 88, 27, 'Male', 82.45916094232075, 1.8586855888907547, 0.069260204, 23, 23.86860557912416, 95.66666666666667, 'High Risk'),
(89800, 69, 13, '14:46.0', 37.476678274595585, 98.54529024187025, 139, 78, 68, 'Female', 62.23353086890646, 1.6744778628335375, 0.052157937596141735, 61, 22.195535165662477, 98.33333333333333, 'Low Risk'),
(89801, 88, 15, '13:46.0', 36.07546686921594, 95.79643836, 130, 88, 45, 'Male', 57.76488731676449, 1.9541280044982656, 0.069669191, 42, 15.127177860903409, 102, 'High Risk'),
(89802, 78, 12, '12:46.0', 36.08370200120198, 99.14647322, 137, 84, 74, 'Male', 74.06735696861135, 1.5306766778065906, 0.052026435543103156, 53, 31.61257824397064, 101.66666666666666, 'High Risk'),
(89803, 83, 18, '11:46.0', 37.235697927023416, 97.25766065, 113, 77, 84, 'Male', 63.18893530236066, 1.8989720555755498, 0.087220108, 36, 17.52281557138153, 89, 'High Risk'),
(89804, 93, 19, '10:46.0', 36.40310317185148, 95.23611987206556, 117, 78, 53, 'Male', 97.22687519067051, 1.9867806192830137, 0.1442303881823676, 39, 24.631252613169785, 91, 'High Risk'),
(89805, 76, 15, '09:46.0', 36.733709758357655, 97.45485806227487, 136, 82, 51, 'Male', 74.52883487674329, 1.897101903000499, 0.13334393730961053, 54, 20.70823155434626, 100, 'Low Risk'),
(89806, 97, 14, '08:46.0', 37.214325490574396, 95.68953459521059, 132, 85, 58, 'Female', 89.65580031898268, 1.608360795, 0.055273788, 47, 34.65863345200057, 100.66666666666667, 'High Risk'),
(89807, 80, 15, '07:46.0', 37.10139588353874, 96.22144723902124, 124, 81, 50, 'Female', 99.44996098932052, 1.6705500669697269, 0.095206501, 43, 35.635727134419305, 95.33333333333333, 'High Risk'),
(89808, 98, 18, '06:46.0', 36.208824186290336, 97.88352386815761, 119, 71, 34, 'Female', 82.09935567834667, 1.8576178457069326, 0.1342971212388147, 48, 23.79178352101759, 87, 'High Risk'),
(89809, 84, 12, '05:46.0', 36.728910337276034, 99.86640694429248, 127, 86, 52, 'Female', 58.81844117727651, 1.9526994843492251, 0.1104529835882388, 41, 15.425622087671165, 99.66666666666667, 'High Risk'),
(89810, 90, 13, '04:46.0', 37.10294805640713, 99.92878077172344, 123, 86, 74, 'Female', 53.45589222398421, 1.8854970208765363, 0.0791384, 37, 15.036400389242909, 98.33333333333333, 'High Risk'),
(89811, 80, 14, '03:46.0', 36.03122757635189, 98.67577570335084, 128, 74, 38, 'Male', 68.32302742649486, 1.9871634831312106, 0.06449665, 54, 17.30214336660642, 92, 'High Risk'),
(89812, 92, 17, '02:46.0', 37.089936123792334, 97.32519253, 125, 83, 82, 'Female', 90.08724336803016, 1.6940157246950251, 0.058150179, 42, 31.392682175283234, 97, 'High Risk'),
(89813, 87, 18, '01:46.0', 36.91106517913226, 97.72358943, 122, 85, 18, 'Female', 73.72494255246522, 1.8927053603617434, 0.067675951, 37, 20.580144445666367, 97.33333333333333, 'Low Risk'),
(89814, 76, 18, '00:46.0', 36.637481141669326, 96.48413470206955, 127, 87, 49, 'Male', 75.61721004, 1.8158290049907713, 0.12947621734294612, 40, 22.933521754461466, 100.33333333333333, 'Low Risk'),
(89815, 62, 14, '59:46.0', 36.60076752955393, 98.57582615776577, 117, 73, 86, 'Female', 85.54574373253615, 1.5060839526894287, 0.13273303867027936, 44, 37.713778332130296, 87.66666666666667, 'High Risk'),
(89816, 93, 18, '58:46.0', 37.39171506, 97.75796760337641, 135, 72, 29, 'Male', 94.36037916666561, 1.6737391250202747, 0.051949862, 63, 33.683261803223274, 93, 'High Risk'),
(89817, 73, 17, '57:46.0', 37.048986408560076, 99.22500525697104, 110, 87, 27, 'Male', 94.62827732269832, 1.5233792491560632, 0.05073383, 23, 40.77602275492649, 94.66666666666667, 'High Risk'),
(89818, 98, 14, '56:46.0', 37.20693588991921, 98.11584915162585, 123, 76, 89, 'Male', 55.07962769984244, 1.765483657437479, 0.10501512497595933, 47, 17.671100323898116, 91.66666666666667, 'High Risk'),
(89819, 91, 14, '55:46.0', 36.91579039814137, 99.92673364, 128, 79, 62, 'Male', 91.26912857379301, 1.728517279258897, 0.10980779000633817, 49, 30.54755484731602, 95.33333333333333, 'High Risk'),
(89820, 88, 15, '54:46.0', 36.38118700597563, 96.81894772396656, 114, 80, 65, 'Female', 66.68019235841261, 1.5029354925700154, 0.1177504080134451, 34, 29.51998705477447, 91.33333333333333, 'Low Risk'),
(89821, 79, 17, '53:46.0', 37.46789920595125, 97.57102568254899, 118, 78, 58, 'Male', 82.32812659921808, 1.6826843279038681, 0.08051596, 40, 29.076553893158092, 91.33333333333333, 'Low Risk'),
(89822, 65, 12, '52:46.0', 36.02147225905601, 98.36883505443305, 126, 73, 37, 'Male', 66.24576597356806, 1.9289535187426785, 0.12590288868374352, 53, 17.80387762724255, 90.66666666666666, 'High Risk'),
(89823, 93, 15, '51:46.0', 36.03477920994269, 98.61039265512319, 122, 74, 65, 'Female', 99.7768266, 1.6040295948877978, 0.11520199827528761, 48, 38.77974359770856, 90, 'High Risk'),
(89824, 78, 19, '50:46.0', 36.94529345399419, 96.97261337358559, 113, 88, 87, 'Male', 85.37074444036821, 1.8342616626480452, 0.10575323101500153, 25, 25.37385714, 96.33333333333333, 'Low Risk'),
(89825, 88, 16, '49:46.0', 36.63230865, 95.31495492855451, 132, 81, 37, 'Male', 70.97831360587337, 1.729210226, 0.12426982936963868, 51, 23.737232634150548, 98, 'Low Risk'),
(89826, 69, 12, '48:46.0', 36.10303699154193, 98.79161515, 116, 70, 79, 'Female', 91.79435634557416, 1.6505668950370402, 0.12385819099121416, 46, 33.69377879106885, 85.33333333333333, 'High Risk'),
(89827, 94, 15, '47:46.0', 36.65434235678628, 96.42405773367227, 115, 85, 18, 'Female', 78.30777417523655, 1.6598985751762025, 0.052365572, 30, 28.42115842333398, 95, 'High Risk'),
(89828, 68, 14, '46:46.0', 37.107892123061504, 96.80324791395454, 139, 74, 40, 'Female', 69.91062718, 1.5349256092166839, 0.13469361171181368, 65, 29.67348357642847, 95.66666666666666, 'Low Risk'),
(89829, 71, 18, '45:46.0', 36.452862633144555, 95.56781878992425, 126, 73, 64, 'Female', 87.15780171076892, 1.6854820139959985, 0.054849791666087194, 53, 30.68018845924906, 90.66666666666666, 'High Risk'),
(89830, 91, 16, '44:46.0', 37.16648524852111, 96.82728746616168, 123, 88, 43, 'Male', 92.7565539, 1.540590118688773, 0.1439957201001883, 35, 39.08142487785687, 99.66666666666667, 'High Risk'),
(89831, 90, 12, '43:46.0', 36.93630991493653, 95.76127742, 133, 79, 64, 'Female', 93.66063941128877, 1.5339928139783245, 0.10961377208174156, 54, 39.80251072339603, 97, 'High Risk'),
(89832, 75, 13, '42:46.0', 37.39680210230717, 95.83382105414188, 136, 77, 81, 'Female', 88.43405978, 1.7146442279300453, 0.0853358, 59, 30.079562770466964, 96.66666666666666, 'High Risk'),
(89833, 98, 13, '41:46.0', 37.193259192029586, 95.71161819, 131, 85, 53, 'Male', 93.20316007431319, 1.7253164770947582, 0.1090871639998989, 46, 31.31072310900758, 100.33333333333333, 'High Risk'),
(89834, 92, 16, '40:46.0', 36.195495446263315, 96.20467430537651, 122, 76, 31, 'Male', 62.73492490226096, 1.6847232402121144, 0.056052211, 46, 22.103052169052077, 91.33333333333333, 'High Risk'),
(89835, 72, 13, '39:46.0', 36.42075239434515, 99.93481426942162, 133, 74, 74, 'Male', 82.84021609598454, 1.5520890090198216, 0.13028070057889707, 59, 34.388083777121686, 93.66666666666666, 'High Risk'),
(89836, 74, 19, '38:46.0', 36.185816982115796, 95.01646715622098, 118, 87, 26, 'Female', 72.91764464533186, 1.587595661180256, 0.088603436, 31, 28.930292536132992, 97.33333333333333, 'Low Risk'),
(89837, 83, 19, '37:46.0', 36.026154331264266, 98.29721970064926, 121, 80, 38, 'Female', 88.20887515, 1.9099544079650312, 0.11482512634333415, 41, 24.180556022926538, 93.66666666666667, 'Low Risk'),
(89838, 97, 13, '36:46.0', 36.601889682210874, 96.14798740049581, 132, 75, 63, 'Female', 83.84147913744522, 1.6637249097730202, 0.10449878508169769, 57, 30.289764271684675, 94, 'High Risk'),
(89839, 96, 19, '35:46.0', 36.34661829762962, 98.46225970054245, 130, 85, 64, 'Male', 60.50656979506207, 1.5183499533122864, 0.14386200678434602, 45, 26.24573696272463, 100, 'High Risk'),
(89840, 92, 18, '34:46.0', 36.10338604, 99.22818380418109, 123, 84, 40, 'Female', 86.52248686444871, 1.8215821839653024, 0.13156052559601245, 39, 26.07542847943895, 97, 'High Risk'),
(89841, 63, 18, '33:46.0', 36.553869388339045, 97.3078865, 116, 72, 29, 'Female', 94.30314699115854, 1.7998344062894223, 0.063940989, 44, 29.111265588224875, 86.66666666666667, 'Low Risk'),
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(90018, 74, 13, '36:46.0', 37.155842903483034, 96.51774282, 138, 71, 64, 'Male', 70.32242185736236, 1.7105626371801361, 0.12253093178635614, 67, 24.03343547, 93.33333333333333, 'Low Risk'),
(90019, 89, 13, '35:46.0', 37.27787779099094, 95.21578149622161, 120, 84, 55, 'Male', 55.584325862260236, 1.7829931057310007, 0.070441093, 36, 17.48449185191696, 96, 'High Risk'),
(90020, 69, 16, '34:46.0', 36.77896591355347, 98.56822729540461, 120, 88, 61, 'Male', 64.29522573263245, 1.6509698674199371, 0.083400282, 32, 23.588505806242296, 98.66666666666667, 'Low Risk'),
(90021, 91, 16, '33:46.0', 37.457800752436604, 97.87731138855607, 128, 84, 57, 'Female', 97.13238122348176, 1.782324004786341, 0.054084836209781995, 44, 30.57670780214934, 98.66666666666667, 'High Risk'),
(90022, 83, 19, '32:46.0', 36.38795706015072, 98.00641609851937, 117, 75, 72, 'Male', 99.97602168232945, 1.764644805975574, 0.077504496, 42, 32.10563371699757, 89, 'High Risk'),
(90023, 83, 14, '31:46.0', 36.708724118960646, 98.22516880286977, 114, 86, 21, 'Male', 72.70973100027288, 1.5563253552964003, 0.12662870543504035, 28, 30.01869111329636, 95.33333333333333, 'High Risk'),
(90024, 74, 18, '30:46.0', 36.84375888482506, 97.89735709601489, 126, 79, 62, 'Female', 79.80157899490356, 1.5175148957401654, 0.10957220890825359, 47, 34.65337666, 94.66666666666667, 'High Risk'),
(90025, 76, 14, '29:46.0', 36.05033676423186, 98.25490754710198, 121, 76, 87, 'Male', 64.96882385707269, 1.990192225014797, 0.12023894554846329, 45, 16.40268535778699, 91, 'High Risk'),
(90026, 72, 17, '28:46.0', 36.790043570644244, 96.31893770286405, 112, 77, 47, 'Female', 98.29975075616913, 1.5572211173049695, 0.09442409, 35, 40.53702265351261, 88.66666666666667, 'High Risk'),
(90027, 93, 16, '27:46.0', 36.76790506878565, 95.76223709910067, 112, 75, 72, 'Male', 65.87592149085168, 1.7155248740792517, 0.08327426, 37, 22.383740608458044, 87.33333333333333, 'High Risk'),
(90028, 95, 15, '26:46.0', 36.89667706, 95.52854951, 126, 89, 25, 'Male', 98.44698490831443, 1.567379877830558, 0.052869276, 37, 40.07318725861912, 101.33333333333333, 'High Risk'),
(90029, 82, 19, '25:46.0', 37.462934430167266, 96.37228599267384, 123, 71, 49, 'Male', 67.98034092866274, 1.9103795543918287, 0.14398843891750857, 52, 18.627047211118725, 88.33333333333333, 'Low Risk'),
(90030, 68, 19, '24:46.0', 36.03170848449519, 95.38761871520468, 139, 84, 86, 'Male', 91.21117702, 1.810455221, 0.11815765971517378, 55, 27.827390652133793, 102.33333333333333, 'Low Risk'),
(90031, 86, 17, '23:46.0', 37.217388996222105, 95.83704187724312, 112, 72, 32, 'Female', 89.80392278, 1.9245339448335428, 0.12424727859570268, 40, 24.246226430981512, 85.33333333333333, 'Low Risk'),
(90032, 92, 19, '22:46.0', 36.80335100930597, 99.38309438014159, 119, 74, 36, 'Female', 59.59887908263078, 1.5720457467690025, 0.1402279420753606, 45, 24.116136418942897, 89, 'High Risk'),
(90033, 83, 19, '21:46.0', 36.669288688803306, 95.78868782659242, 112, 83, 65, 'Female', 63.80900681598449, 1.985699835946471, 0.14285103981212846, 29, 16.182841668401046, 92.66666666666667, 'High Risk'),
(90034, 92, 12, '20:46.0', 36.32030265126952, 95.11589760952933, 115, 84, 21, 'Male', 60.464367805629024, 1.6676707392729446, 0.083818205, 31, 21.74096911, 94.33333333333333, 'High Risk'),
(90035, 64, 15, '19:46.0', 36.47746745, 96.76200349854675, 137, 85, 70, 'Female', 86.22049825680884, 1.9075284081629427, 0.081504076, 52, 23.69564306491662, 102.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(90036, 80, 18, '18:46.0', 36.20840667590229, 96.01097327054129, 111, 89, 57, 'Male', 85.25241557094063, 1.6299495401461621, 0.1391150562590212, 22, 32.08916185337589, 96.33333333333333, 'High Risk'),
(90037, 82, 16, '17:46.0', 37.283635783327604, 98.98343717092904, 120, 83, 71, 'Female', 66.54087101848036, 1.5135542928472199, 0.079971172, 37, 29.046410656265685, 95.33333333333333, 'Low Risk'),
(90038, 97, 14, '16:46.0', 37.139261431504174, 97.9297998, 129, 71, 32, 'Male', 98.33973701613792, 1.602020922380279, 0.058097325, 58, 38.317103776557474, 90.33333333333333, 'High Risk'),
(90039, 81, 13, '15:46.0', 36.90262156038905, 97.51620611716655, 133, 76, 82, 'Female', 64.75411912534959, 1.788959907541681, 0.079499018, 57, 20.233275011360497, 95, 'Low Risk'),
(90040, 65, 14, '14:46.0', 36.60385965274515, 99.43215868118257, 114, 80, 85, 'Female', 84.77415919153242, 1.7535609135764993, 0.12801271988306662, 34, 27.569048527644785, 91.33333333333333, 'Low Risk'),
(90041, 83, 13, '13:46.0', 36.296742358380016, 98.25299927485025, 110, 74, 18, 'Male', 75.83060819150961, 1.910238928285403, 0.12499181981496067, 36, 20.78112988739451, 86, 'Low Risk'),
(90042, 77, 18, '12:46.0', 36.805708512733304, 99.57599412464849, 117, 85, 42, 'Female', 87.82537151383784, 1.8726093939853607, 0.063193675, 32, 25.045263208810756, 95.66666666666667, 'Low Risk'),
(90043, 61, 16, '11:46.0', 37.341054966843295, 97.04676233287785, 122, 74, 62, 'Female', 55.542486748605356, 1.7242452563748771, 0.12528934951111287, 48, 18.682166588768713, 90, 'Low Risk'),
(90044, 98, 13, '10:46.0', 36.31530772564672, 99.67456926205101, 110, 70, 56, 'Male', 94.64424198, 1.657645146615752, 0.078548426, 40, 34.44380044498494, 83.33333333333333, 'High Risk'),
(90045, 81, 13, '09:46.0', 36.81570657, 95.86023613802983, 110, 87, 81, 'Female', 97.96732547226398, 1.7445714581482985, 0.12586940265978724, 23, 32.18872139593972, 94.66666666666667, 'High Risk'),
(90046, 98, 14, '08:46.0', 36.94643641134533, 99.35309008, 117, 81, 57, 'Female', 55.21348995167156, 1.9090924708522952, 0.080300165, 36, 15.149254769725685, 93, 'High Risk'),
(90047, 89, 12, '07:46.0', 37.405803371456656, 96.82299228, 134, 89, 88, 'Male', 92.88285084542659, 1.828211707404121, 0.056556699647899646, 45, 27.789617251302115, 104, 'Low Risk'),
(90048, 66, 14, '06:46.0', 36.92217395540978, 95.31175461914957, 127, 75, 68, 'Male', 80.94718155804526, 1.5348444963351002, 0.12237859396646586, 52, 34.36156768166573, 92.33333333333333, 'High Risk'),
(90049, 87, 19, '05:46.0', 36.78192927783153, 95.46715717266304, 122, 80, 73, 'Female', 58.59411167562218, 1.9779677174769836, 0.065367774, 42, 14.976680882746944, 94, 'High Risk'),
(90050, 70, 19, '04:46.0', 36.09241158376346, 97.00562279604794, 130, 87, 23, 'Female', 61.18083833, 1.7243431476284774, 0.078553377, 43, 20.576335500330213, 101.33333333333333, 'Low Risk'),
(90051, 86, 15, '03:46.0', 37.21814180249055, 97.36024012, 128, 76, 88, 'Male', 96.45803069039076, 1.5709630481907255, 0.095802616, 52, 39.084670176976154, 93.33333333333333, 'High Risk'),
(90052, 80, 18, '02:46.0', 36.95573140964798, 95.98131470209182, 110, 74, 56, 'Male', 50.849545778525204, 1.5911170357771627, 0.075072379, 36, 20.085508287144375, 86, 'Low Risk'),
(90053, 77, 13, '01:46.0', 36.975239043314666, 99.45676458, 112, 84, 28, 'Female', 61.00780966195897, 1.9231431687627722, 0.085331251, 28, 16.495375255674467, 93.33333333333333, 'High Risk'),
(90054, 62, 15, '00:46.0', 36.802309953570166, 99.77681975, 116, 73, 61, 'Male', 90.35525260069699, 1.732813908967601, 0.084197569, 43, 30.09189611002433, 87.33333333333333, 'High Risk'),
(90055, 79, 15, '59:46.0', 36.198397671294416, 99.75094395930164, 110, 83, 63, 'Male', 77.31310294200502, 1.8770625850214473, 0.13216522501777755, 27, 21.94297951648543, 92, 'Low Risk'),
(90056, 97, 13, '58:46.0', 36.145110919492105, 98.87530012273655, 120, 78, 71, 'Male', 88.46376240187631, 1.7288524569857113, 0.11717662636434333, 42, 29.597126125627398, 92, 'High Risk'),
(90057, 88, 15, '57:46.0', 37.34200771220006, 96.47008616892175, 128, 82, 32, 'Female', 70.23542265375976, 1.8904638862808842, 0.079932468, 46, 19.65257350880587, 97.33333333333333, 'Low Risk'),
(90058, 62, 16, '56:46.0', 37.04230675257881, 99.83068074327261, 124, 84, 24, 'Female', 68.23810886453458, 1.646241165885475, 0.12677322310152672, 40, 25.17909216319181, 97.33333333333333, 'Low Risk'),
(90059, 76, 13, '55:46.0', 37.369256971730486, 96.13811292635998, 112, 85, 49, 'Female', 59.21208598, 1.6954218314119411, 0.055161416, 27, 20.599411762178367, 94, 'Low Risk'),
(90060, 76, 15, '54:46.0', 37.22326879728135, 99.98767486007273, 133, 83, 40, 'Male', 66.17426043985267, 1.8358470331897103, 0.065730878, 50, 19.63433118937997, 99.66666666666666, 'Low Risk'),
(90061, 96, 19, '53:46.0', 36.74097534422124, 99.96169675561336, 125, 82, 20, 'Female', 59.337407682499475, 1.545986601632834, 0.10808655072671411, 43, 24.82659259548315, 96.33333333333333, 'High Risk'),
(90062, 76, 12, '52:46.0', 36.618490315506165, 96.41975254840429, 120, 71, 71, 'Female', 55.058633533548395, 1.8777334142267743, 0.13233216449578933, 49, 15.615559860764677, 87.33333333333333, 'High Risk'),
(90063, 92, 16, '51:46.0', 36.55217324727645, 98.03648693106805, 131, 82, 46, 'Male', 63.76974501782908, 1.5293640986666917, 0.11060390943303641, 49, 27.26420875470343, 98.33333333333333, 'High Risk'),
(90064, 71, 19, '50:46.0', 36.69841648775719, 98.54194031349307, 133, 76, 80, 'Female', 65.49560705, 1.8950344163502186, 0.074359264, 57, 18.23803178689685, 95, 'High Risk'),
(90065, 70, 15, '49:46.0', 36.46040795224592, 95.62759666828649, 130, 89, 53, 'Male', 68.05642525, 1.7503303687255487, 0.082033267, 41, 22.214118156123174, 102.66666666666667, 'Low Risk'),
(90066, 63, 17, '48:46.0', 37.47634170505533, 95.09903429270655, 131, 72, 56, 'Male', 83.36159952067663, 1.9782066444681081, 0.1420563871842546, 59, 21.30211509, 91.66666666666666, 'Low Risk'),
(90067, 63, 17, '47:46.0', 36.71031431841674, 99.41945363, 132, 75, 81, 'Female', 88.36691062028778, 1.7502176729594048, 0.077986082, 57, 28.847324657830413, 94, 'Low Risk'),
(90068, 82, 14, '46:46.0', 37.475360159272235, 97.29486571080395, 118, 75, 24, 'Male', 50.22773329318347, 1.551498722965885, 0.13693843948602605, 43, 20.866073584594297, 89.33333333333333, 'Low Risk'),
(90069, 79, 19, '45:46.0', 37.38641625618934, 99.47750785062343, 116, 88, 22, 'Male', 88.3086605, 1.7720837003426604, 0.087085922, 28, 28.12126385982652, 97.33333333333333, 'Low Risk'),
(90070, 91, 14, '44:46.0', 36.459311315657246, 96.81695555267443, 123, 87, 71, 'Female', 57.54735433893583, 1.8651219120093567, 0.095224124, 36, 16.54287216126503, 99, 'High Risk'),
(90071, 60, 19, '43:46.0', 37.376919116610125, 97.51693773226354, 114, 78, 58, 'Female', 63.90920131574161, 1.6372386689633238, 0.062022751, 36, 23.841819913375502, 90, 'Low Risk'),
(90072, 77, 17, '42:46.0', 36.78974332110185, 96.24270163, 111, 88, 81, 'Female', 68.34982241462305, 1.7722660352064075, 0.12068360324742063, 23, 21.76103570716573, 95.66666666666667, 'Low Risk'),
(90073, 72, 18, '41:46.0', 36.627289975834636, 99.93056625174813, 136, 74, 82, 'Male', 70.08642709346887, 1.5875071702668684, 0.14981346667573145, 62, 27.810098670878705, 94.66666666666666, 'Low Risk'),
(90074, 91, 16, '40:46.0', 37.00703580226424, 97.12115972177173, 131, 82, 38, 'Male', 90.90398103722136, 1.7603339222157373, 0.081867909, 49, 29.33545218680182, 98.33333333333333, 'High Risk'),
(90075, 97, 17, '39:46.0', 36.88343021265763, 98.45363562, 110, 73, 32, 'Female', 66.76524813, 1.9268157386743807, 0.08930711, 37, 17.983329313834606, 85.33333333333333, 'High Risk'),
(90076, 68, 13, '38:46.0', 36.30966898760573, 98.63688217178063, 110, 77, 51, 'Male', 86.67925789912039, 1.8920822290999029, 0.1438727862296588, 33, 24.212251198566683, 88, 'Low Risk'),
(90077, 80, 14, '37:46.0', 37.44897043370035, 96.57564261588043, 114, 86, 68, 'Male', 92.05847483999133, 1.822797808, 0.052382525, 28, 27.70682617166714, 95.33333333333333, 'Low Risk'),
(90078, 62, 18, '36:46.0', 36.04745055, 95.32700264462261, 129, 80, 44, 'Female', 92.91621203149191, 1.7114377546194923, 0.1338824107682659, 49, 31.722636852008947, 96.33333333333333, 'High Risk'),
(90079, 75, 18, '35:46.0', 36.310918646620976, 97.03959755364237, 121, 81, 75, 'Male', 93.53177513000765, 1.8941543871582516, 0.077538923, 40, 26.06924348755384, 94.33333333333333, 'Low Risk'),
(90080, 98, 19, '34:46.0', 36.19694063279412, 96.747898, 131, 77, 79, 'Female', 92.75971844214646, 1.8593883153820068, 0.07099631, 54, 26.829910675784298, 95, 'High Risk'),
(90081, 68, 12, '33:46.0', 36.78405641065072, 96.83644269105231, 127, 70, 58, 'Female', 98.71258244214211, 1.9396763743401437, 0.081528589, 57, 26.23698709422403, 89, 'Low Risk'),
(90082, 71, 16, '32:46.0', 36.66395042573893, 96.83237947390842, 127, 85, 82, 'Female', 95.95669976851082, 1.672010882212062, 0.13999431685765892, 42, 34.32393757881611, 99, 'High Risk'),
(90083, 77, 13, '31:46.0', 36.52265056113912, 95.93433129393415, 117, 70, 89, 'Female', 53.44670692651094, 1.6450616602171462, 0.12284589347303176, 47, 19.749522056012314, 85.66666666666667, 'Low Risk'),
(90084, 80, 12, '30:46.0', 36.88619189858511, 99.62628584, 126, 74, 54, 'Male', 88.75770344883837, 1.923808301499775, 0.14951887385948998, 52, 23.98183815, 91.33333333333333, 'Low Risk'),
(90085, 61, 15, '29:46.0', 36.64078174, 99.74119252676915, 125, 88, 36, 'Male', 85.25083419765336, 1.5359229335137328, 0.11012276762248546, 37, 36.137640001890986, 100.33333333333333, 'High Risk'),
(90086, 68, 12, '28:46.0', 36.81705358452372, 96.01615607863893, 130, 75, 21, 'Female', 60.398757737872074, 1.8427335031600873, 0.14952044086291855, 55, 17.78700972194863, 93.33333333333333, 'High Risk'),
(90087, 86, 15, '27:46.0', 36.284181202763435, 96.57003386, 128, 79, 81, 'Female', 71.74436016444133, 1.9957437411792092, 0.12895255526166777, 49, 18.012675070032458, 95.33333333333333, 'High Risk'),
(90088, 82, 18, '26:46.0', 36.852367935339736, 96.31330251, 114, 85, 74, 'Female', 93.53411430631301, 1.7698828032786214, 0.10587125222072782, 29, 29.85939604032646, 94.66666666666667, 'Low Risk'),
(90089, 82, 15, '25:46.0', 37.30291646138525, 95.76079974306906, 127, 74, 41, 'Female', 60.47892109287929, 1.6487940376930346, 0.096414613, 53, 22.246987891002384, 91.66666666666666, 'Low Risk'),
(90090, 85, 17, '24:46.0', 37.36155368107244, 99.54605973447416, 126, 81, 20, 'Male', 78.71947319740613, 1.5249899855261404, 0.097080563, 45, 33.84918337581758, 96, 'High Risk'),
(90091, 66, 14, '23:46.0', 37.05723396676616, 96.79849823816417, 120, 77, 88, 'Female', 80.64696666, 1.544947842857225, 0.060254636, 43, 33.787837164288064, 91.33333333333333, 'High Risk'),
(90092, 86, 18, '22:46.0', 36.22903619288752, 96.92734171826696, 116, 73, 78, 'Female', 69.92809274853867, 1.674878075537162, 0.089365994, 43, 24.927876709537482, 87.33333333333333, 'Low Risk'),
(90093, 78, 19, '21:46.0', 36.06082272971793, 95.76580817145381, 125, 87, 34, 'Male', 93.92036141937047, 1.5984501708544347, 0.11489388263421628, 38, 36.75881905115876, 99.66666666666667, 'High Risk'),
(90094, 85, 17, '20:46.0', 36.652592072875144, 99.18108568295885, 123, 78, 26, 'Male', 59.45734139, 1.9383100993728448, 0.068234354, 45, 15.825555697887925, 93, 'High Risk'),
(90095, 69, 19, '19:46.0', 36.094019426945316, 99.75463103094457, 114, 81, 68, 'Female', 97.48209464049563, 1.6245571198543565, 0.1421215655387198, 33, 36.93642687945366, 92, 'High Risk'),
(90096, 76, 15, '18:46.0', 37.38227637364502, 96.82813877, 139, 78, 65, 'Male', 86.67136058421028, 1.9149962464028103, 0.067460415, 61, 23.634137625804808, 98.33333333333333, 'Low Risk'),
(90097, 84, 17, '17:46.0', 36.45288080077879, 97.0237792, 123, 73, 55, 'Female', 99.31623366120652, 1.8888698563069946, 0.1141602362972985, 50, 27.836598772521725, 89.66666666666666, 'Low Risk'),
(90098, 92, 13, '16:46.0', 36.88382995, 95.84926113692508, 129, 77, 21, 'Female', 80.44002656936286, 1.723076838600021, 0.14332565261551122, 52, 27.093363008605866, 94.33333333333333, 'High Risk'),
(90099, 67, 15, '15:46.0', 36.087164694810795, 99.88784597686609, 134, 87, 68, 'Male', 78.00502945697217, 1.7652031874498844, 0.11878250069203766, 47, 25.03417012331427, 102.66666666666667, 'Low Risk'),
(90100, 95, 17, '14:46.0', 36.965549982417876, 97.90071303510614, 133, 84, 84, 'Male', 69.23164688576688, 1.8572647804813327, 0.127510337, 49, 20.070445672416536, 100.33333333333333, 'High Risk'),
(90101, 64, 13, '13:46.0', 36.696116933993125, 99.14447395422373, 122, 81, 32, 'Male', 69.55762262, 1.9917668967892013, 0.11511778101360456, 41, 17.53346334524947, 94.66666666666667, 'High Risk'),
(90102, 69, 13, '12:46.0', 37.486182139795915, 97.62460721558041, 118, 81, 80, 'Male', 98.38250295443758, 1.950263137224551, 0.073528121, 37, 25.86612923911904, 93.33333333333333, 'Low Risk'),
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(90279, 67, 18, '15:46.0', 37.00314633599141, 99.34443405909077, 139, 75, 74, 'Male', 54.617357744799776, 1.736723027527194, 0.12297151568432928, 64, 18.107961429765215, 96.33333333333333, 'High Risk'),
(90280, 94, 16, '14:46.0', 36.78342919852472, 98.75916551568329, 118, 75, 44, 'Male', 72.39519216, 1.8784283797310153, 0.077057511, 43, 20.51731107553459, 89.33333333333333, 'High Risk'),
(90281, 69, 19, '13:46.0', 36.416395446134565, 95.14450143543095, 132, 79, 89, 'Male', 94.37440469718001, 1.765497948, 0.1144267183766804, 53, 30.27748452236092, 96.66666666666666, 'High Risk'),
(90282, 80, 15, '12:46.0', 36.50979006, 99.27654164142005, 137, 83, 28, 'Male', 97.46850567560406, 1.828179895876353, 0.1168006899864735, 54, 29.162614047794232, 101, 'Low Risk'),
(90283, 72, 18, '11:46.0', 36.195000006128915, 99.08643518439716, 115, 71, 44, 'Male', 64.04131716777789, 1.947846664913568, 0.094309404, 44, 16.879155862713915, 85.66666666666667, 'High Risk'),
(90284, 89, 15, '10:46.0', 37.23309458250979, 99.86376235025723, 136, 70, 21, 'Female', 91.84772145385955, 1.944266719033331, 0.10619829455983043, 66, 24.29722651261449, 92, 'Low Risk'),
(90285, 85, 13, '09:46.0', 36.40694554285453, 96.84085151469128, 132, 71, 44, 'Male', 65.39098205772997, 1.803482768386934, 0.13704969158325153, 61, 20.104527257178855, 91.33333333333333, 'Low Risk'),
(90286, 87, 15, '08:46.0', 37.361152971916574, 99.55375494720856, 128, 75, 78, 'Male', 68.94832751, 1.9506307271355667, 0.12296063780109373, 53, 18.120643391916285, 92.66666666666666, 'High Risk'),
(90287, 70, 17, '07:46.0', 36.405700176099806, 99.18425343301156, 118, 76, 24, 'Female', 76.04892351516118, 1.994265133120295, 0.10393327305153238, 42, 19.121734257027025, 90, 'Low Risk'),
(90288, 87, 12, '06:46.0', 36.39629186896631, 98.04569171943719, 119, 79, 84, 'Female', 73.77982554895834, 1.8692803065470045, 0.080308549, 40, 21.114887063480804, 92.33333333333333, 'Low Risk'),
(90289, 90, 17, '05:46.0', 36.78168846971422, 95.56358415, 135, 81, 59, 'Male', 74.20328454624831, 1.9020387943597536, 0.059019846270172406, 54, 20.510884454837324, 99, 'Low Risk'),
(90290, 73, 12, '04:46.0', 37.09626808, 98.81982794046986, 123, 79, 71, 'Female', 67.64097612243513, 1.618786782824517, 0.12347835642045084, 44, 25.81252958039254, 93.66666666666667, 'Low Risk'),
(90291, 99, 17, '03:46.0', 37.12962168089604, 98.81013136421232, 137, 77, 22, 'Female', 58.85931971358805, 1.8742628264241088, 0.084078558, 60, 16.75537897050022, 97, 'High Risk'),
(90292, 96, 17, '02:46.0', 36.555956395598265, 96.49639381, 114, 88, 76, 'Female', 63.51332118364496, 1.5512533620004134, 0.10144276260410795, 26, 26.393643817597482, 96.66666666666667, 'High Risk'),
(90293, 66, 12, '01:46.0', 36.27999662, 99.76328126, 116, 82, 67, 'Male', 54.47144745366846, 1.5426496261259288, 0.14097922916595618, 34, 22.88939529083885, 93.33333333333333, 'Low Risk'),
(90294, 86, 14, '00:46.0', 36.28820075504506, 99.84219055341474, 133, 83, 78, 'Male', 63.34513019140805, 1.651649101587258, 0.053809468750747075, 50, 23.220825891195894, 99.66666666666666, 'Low Risk'),
(90295, 84, 12, '59:46.0', 36.04851729015719, 99.27182798549724, 110, 87, 54, 'Female', 73.41221850966518, 1.7884619714132393, 0.075122015, 23, 22.951386604345995, 94.66666666666667, 'Low Risk'),
(90296, 60, 18, '58:46.0', 36.51005674860461, 98.28796555826086, 124, 81, 21, 'Female', 59.671166798044005, 1.6681546387825963, 0.075778356, 43, 21.44331449080292, 95.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(90297, 68, 12, '57:46.0', 36.315266881520216, 99.24054355, 110, 81, 37, 'Male', 77.42823877, 1.6596196884222956, 0.1280092977239356, 29, 28.11138376710353, 90.66666666666667, 'Low Risk'),
(90298, 88, 19, '56:46.0', 36.376148811298236, 96.40406164500486, 114, 86, 48, 'Female', 73.50214005906662, 1.578389449001892, 0.11505500012306932, 28, 29.503371355971723, 95.33333333333333, 'Low Risk'),
(90299, 64, 14, '55:46.0', 36.59762981199643, 98.84598378935128, 113, 85, 80, 'Female', 62.346149256049586, 1.5487017606715476, 0.1302818518802472, 28, 25.994056030437918, 94.33333333333333, 'Low Risk'),
(90300, 91, 13, '54:46.0', 37.22800022, 96.91708609510202, 133, 77, 43, 'Female', 67.80801345810822, 1.980364805717314, 0.076950563, 56, 17.289825973051723, 95.66666666666666, 'High Risk'),
(90301, 86, 13, '53:46.0', 36.07634995274042, 99.61179672145038, 122, 77, 22, 'Male', 69.96398044102861, 1.7159379564037367, 0.06323699, 45, 23.76136293768927, 92, 'Low Risk'),
(90302, 80, 12, '52:46.0', 37.35748205200478, 99.22071327165911, 127, 74, 40, 'Male', 68.70046916870976, 1.6875524474331782, 0.1018764737829724, 53, 24.123768081932404, 91.66666666666666, 'Low Risk'),
(90303, 84, 13, '51:46.0', 36.36996319882136, 99.66026544219707, 111, 78, 74, 'Male', 75.02090675, 1.511852793815859, 0.14807737754375644, 33, 32.82186806322272, 89, 'High Risk'),
(90304, 84, 14, '50:46.0', 36.79528269110995, 95.39955939538433, 135, 75, 84, 'Female', 69.37737596, 1.8940883394676034, 0.081200793, 60, 19.33826061423021, 95, 'Low Risk'),
(90305, 63, 17, '49:46.0', 37.16873331546887, 99.28460347, 120, 79, 69, 'Male', 67.42699392485814, 1.6817207540718042, 0.10776570344288583, 41, 23.84108578615532, 92.66666666666667, 'Low Risk'),
(90306, 63, 14, '48:46.0', 37.181645594546374, 98.67769567675856, 125, 70, 41, 'Female', 83.90952712127891, 1.5549254152690493, 0.060067955026614356, 55, 34.705008033533595, 88.33333333333333, 'High Risk'),
(90307, 80, 18, '47:46.0', 36.93136423878634, 97.77270738358304, 112, 72, 32, 'Female', 60.630064528483466, 1.6417258831010813, 0.076857407, 40, 22.495038458152493, 85.33333333333333, 'Low Risk'),
(90308, 91, 16, '46:46.0', 36.33782968385457, 99.00148761059015, 133, 75, 50, 'Female', 81.50625200348796, 1.559832656324234, 0.09441797, 58, 33.499236286828385, 94.33333333333333, 'High Risk'),
(90309, 61, 13, '45:46.0', 37.42829108124031, 98.23476177725743, 130, 83, 84, 'Male', 52.14270892351686, 1.8792811461594292, 0.1217644723732438, 47, 14.764205331471816, 98.66666666666667, 'High Risk'),
(90310, 85, 14, '44:46.0', 36.97449496882616, 97.82008557, 118, 71, 81, 'Female', 88.10129884, 1.673637183048162, 0.057036696440128376, 47, 31.452826487473068, 86.66666666666667, 'High Risk'),
(90311, 67, 17, '43:46.0', 36.46407341, 95.88937579848077, 115, 76, 88, 'Male', 92.80467362055182, 1.5482701831140242, 0.11650862024362972, 39, 38.71474004163175, 89, 'High Risk'),
(90312, 79, 12, '42:46.0', 36.70508146176263, 98.35483712, 122, 83, 26, 'Female', 94.80589133550689, 1.7105613751485806, 0.1477717130483217, 39, 32.40096932598849, 96, 'High Risk'),
(90313, 93, 15, '41:46.0', 36.930203447036014, 95.07665497726498, 125, 75, 38, 'Male', 61.27215009665474, 1.8372174195597542, 0.11672905106210765, 50, 18.152732643923585, 91.66666666666666, 'High Risk'),
(90314, 81, 15, '40:46.0', 36.290570888864345, 99.32830047628008, 124, 87, 45, 'Female', 57.157909306189985, 1.5796731812731533, 0.06448487, 37, 22.90560910221314, 99.33333333333333, 'Low Risk'),
(90315, 71, 17, '39:46.0', 36.551555288374345, 97.10227352247519, 115, 83, 74, 'Female', 77.09228202944205, 1.7463065245690608, 0.06837457, 32, 25.27958547555557, 93.66666666666667, 'Low Risk'),
(90316, 63, 13, '38:46.0', 37.23348724998126, 99.46628492211497, 114, 80, 49, 'Female', 81.83875876981253, 1.5194415523066649, 0.14280708279862542, 34, 35.44794278627258, 91.33333333333333, 'High Risk'),
(90317, 66, 18, '37:46.0', 36.68641795581316, 99.05750240240499, 111, 71, 73, 'Female', 66.27532060507468, 1.8371253439262007, 0.11971293292545913, 40, 19.63696021910062, 84.33333333333333, 'Low Risk'),
(90318, 91, 15, '36:46.0', 36.17096469666885, 95.55486783, 120, 88, 26, 'Male', 57.12415709114201, 1.748159253, 0.050963091601232205, 32, 18.69208804659215, 98.66666666666667, 'High Risk'),
(90319, 85, 19, '35:46.0', 37.25683826494378, 95.44263698202144, 129, 86, 73, 'Male', 94.67867829059705, 1.5537824206328104, 0.11732542513206827, 43, 39.21676623517267, 100.33333333333333, 'High Risk'),
(90320, 96, 17, '34:46.0', 37.014966602222465, 95.50501214453499, 138, 78, 35, 'Male', 52.52644722613701, 1.6172875490585128, 0.11927310471470699, 60, 20.08184177, 98, 'High Risk'),
(90321, 98, 15, '33:46.0', 37.33969754778403, 96.07168099581313, 130, 84, 72, 'Male', 64.41795746559711, 1.626417658650504, 0.1111379675878216, 46, 24.352457179818224, 99.33333333333333, 'High Risk'),
(90322, 74, 14, '32:46.0', 37.49645045627596, 95.49201999163931, 110, 75, 69, 'Female', 63.67415319598052, 1.6097612235894605, 0.077561145, 35, 24.571985730877888, 86.66666666666667, 'Low Risk'),
(90323, 92, 16, '31:46.0', 36.88489841931873, 99.90547109912883, 111, 89, 80, 'Male', 72.54375302887304, 1.6591335575039157, 0.091860807, 22, 26.35344072606584, 96.33333333333333, 'High Risk'),
(90324, 77, 18, '30:46.0', 36.312231354904576, 96.62022171615354, 131, 79, 49, 'Male', 79.32026831, 1.8625614222288052, 0.094159606, 52, 22.864566277781964, 96.33333333333333, 'Low Risk'),
(90325, 98, 13, '29:46.0', 36.321630504199106, 98.88392895, 120, 71, 47, 'Male', 64.58729854870035, 1.5568882801395105, 0.065125803, 49, 26.646012124873575, 87.33333333333333, 'High Risk'),
(90326, 63, 13, '28:46.0', 37.49255645953738, 96.51438547621568, 111, 83, 61, 'Male', 76.55329557, 1.5776715943737996, 0.12862075956228558, 28, 30.756058555675377, 92.33333333333333, 'High Risk'),
(90327, 64, 14, '27:46.0', 36.87703239878165, 99.62540824665838, 121, 88, 80, 'Male', 58.62787438726038, 1.7291153116716527, 0.12824796010080763, 33, 19.609035624881326, 99, 'Low Risk'),
(90328, 73, 12, '26:46.0', 36.16081553055051, 99.08611138794802, 139, 81, 43, 'Male', 97.03034894501565, 1.5292661174111983, 0.12498235166998903, 58, 41.489811384021046, 100.33333333333333, 'High Risk'),
(90329, 79, 13, '25:46.0', 36.46194403996122, 98.70783874, 122, 87, 56, 'Female', 98.59335883515942, 1.9558209685316472, 0.099979701, 35, 25.774453543268343, 98.66666666666667, 'Low Risk'),
(90330, 91, 14, '24:46.0', 37.13273945432137, 96.49902822101181, 130, 85, 31, 'Female', 68.36403946466753, 1.9455821181825041, 0.13053756812508288, 45, 18.060450708771185, 100, 'High Risk'),
(90331, 99, 16, '23:46.0', 36.15476431990525, 97.26706942968903, 127, 82, 27, 'Female', 78.57739888333117, 1.5831892617317072, 0.089790497, 45, 31.349598086096915, 97, 'High Risk'),
(90332, 68, 14, '22:46.0', 37.449329971556764, 96.98207948745635, 124, 70, 36, 'Male', 78.47624341108869, 1.9629012845509428, 0.12659148920722518, 54, 20.367667057465503, 88, 'Low Risk'),
(90333, 92, 16, '21:46.0', 37.35057664, 99.70886087, 139, 83, 51, 'Male', 78.51224630662328, 1.9609147007224261, 0.073619508, 56, 20.418319645016336, 101.66666666666666, 'High Risk'),
(90334, 84, 12, '20:46.0', 36.64160365970667, 98.55191473785017, 122, 87, 65, 'Female', 96.8590315, 1.629592946147629, 0.050403532, 35, 36.47387034647142, 98.66666666666667, 'High Risk'),
(90335, 72, 18, '19:46.0', 36.51072505667288, 96.17824476213201, 136, 84, 62, 'Female', 86.0575495, 1.6768410724901384, 0.14230203234986988, 52, 30.60590100999065, 101.33333333333333, 'High Risk'),
(90336, 86, 18, '18:46.0', 36.11449503121632, 95.29404476276572, 136, 80, 55, 'Female', 61.99920070815475, 1.8099172270671786, 0.14283009081014975, 56, 18.926428270173453, 98.66666666666666, 'Low Risk'),
(90337, 71, 16, '17:46.0', 36.649316420279135, 95.19517908565321, 112, 82, 74, 'Female', 70.36015522130172, 1.750698261422913, 0.053283835, 30, 22.956421383298498, 92, 'Low Risk'),
(90338, 92, 13, '16:46.0', 36.45726485378301, 95.14272783368082, 138, 83, 63, 'Male', 71.49134143065233, 1.5453462420980215, 0.11049352873583046, 55, 29.936556624490834, 101.33333333333333, 'High Risk'),
(90339, 77, 17, '15:46.0', 36.148512449694714, 99.40710286990041, 112, 79, 85, 'Male', 56.28832462217531, 1.725514234337433, 0.10294943513432585, 33, 18.90519798401431, 90, 'Low Risk'),
(90340, 88, 18, '14:46.0', 37.06549833594399, 95.04742850805555, 117, 70, 48, 'Male', 50.13725559906164, 1.6539474888982848, 0.11001101121557386, 47, 18.328086417004126, 85.66666666666667, 'High Risk'),
(90341, 76, 18, '13:46.0', 36.249811559451075, 98.36760204985111, 127, 83, 42, 'Male', 78.55897980300702, 1.739089413023247, 0.14506008785431054, 44, 25.974788044147896, 97.66666666666667, 'Low Risk'),
(90342, 92, 13, '12:46.0', 36.71891994774551, 97.23223506988863, 137, 89, 89, 'Male', 81.15267177299253, 1.8346030614220703, 0.11664707925217802, 48, 24.11118719347165, 105, 'High Risk'),
(90343, 93, 15, '11:46.0', 36.23154994220295, 97.54050795755157, 111, 76, 39, 'Female', 65.86916609521995, 1.998266025535012, 0.14775999947664276, 35, 16.495882563539336, 87.66666666666667, 'High Risk'),
(90344, 69, 18, '10:46.0', 37.09063434616694, 99.78689475619186, 114, 71, 27, 'Female', 99.04409410299675, 1.688088659004232, 0.14921112547707874, 43, 34.75666353924684, 85.33333333333333, 'High Risk'),
(90345, 81, 14, '09:46.0', 37.05699575521108, 97.52032760146945, 133, 71, 50, 'Male', 55.760654977759124, 1.611306573963686, 0.10534873992296376, 62, 21.476895722334387, 91.66666666666666, 'Low Risk'),
(90346, 92, 13, '08:46.0', 36.40448451889282, 95.87587555, 138, 71, 21, 'Female', 77.58797451070772, 1.957993594845361, 0.1182048659606776, 67, 20.23819988300211, 93.33333333333333, 'High Risk'),
(90347, 97, 12, '07:46.0', 37.28183809009811, 96.90627898008951, 118, 83, 22, 'Female', 75.73769518141738, 1.7585433247834688, 0.10234618215690115, 35, 24.490967384405455, 94.66666666666667, 'High Risk'),
(90348, 63, 12, '06:46.0', 36.35518246, 99.83760356017206, 137, 81, 35, 'Female', 72.41471316085537, 1.5047448331950841, 0.14562853743064164, 56, 31.98166672, 99.66666666666666, 'High Risk'),
(90349, 73, 19, '05:46.0', 36.697414521577954, 97.17119011043559, 123, 70, 19, 'Female', 62.492700464094284, 1.6533736360294338, 0.14624308594626068, 53, 22.860581615536663, 87.66666666666666, 'Low Risk'),
(90350, 92, 12, '04:46.0', 36.26718639271639, 98.40344160666072, 116, 88, 78, 'Male', 99.30959278392675, 1.8076383667471623, 0.14652523546969226, 28, 30.39261718951237, 97.33333333333333, 'High Risk'),
(90351, 86, 17, '03:46.0', 36.781213701902665, 99.26994506083328, 127, 75, 37, 'Male', 70.47803113835123, 1.8742251602544722, 0.070963537, 52, 20.06366351853596, 92.33333333333333, 'Low Risk'),
(90352, 92, 19, '02:46.0', 36.137537124943464, 99.51943660716269, 129, 84, 29, 'Male', 75.49186073796409, 1.6479949595737393, 0.11737954585006095, 45, 27.796388431059334, 99, 'High Risk'),
(90353, 78, 15, '01:46.0', 36.01531955355324, 95.20929604785837, 136, 85, 21, 'Male', 97.50793887381386, 1.5253608056564756, 0.053746274, 51, 41.90779497181373, 102, 'High Risk'),
(90354, 73, 16, '00:46.0', 37.17569673, 98.52521700050197, 123, 80, 88, 'Male', 94.58555562610238, 1.7790523347840557, 0.061546169312559185, 43, 29.88459477701391, 94.33333333333333, 'Low Risk'),
(90355, 91, 18, '59:46.0', 36.02511953639483, 97.97481710140603, 128, 83, 25, 'Male', 77.90587645270296, 1.5054022588893454, 0.1036910022286553, 45, 34.37677178856047, 98, 'High Risk'),
(90356, 92, 14, '58:46.0', 37.016298435107466, 99.63542307980609, 137, 78, 32, 'Male', 63.02942304406706, 1.554770603416632, 0.11955899190614973, 59, 26.074181864446388, 97.66666666666666, 'High Risk'),
(90357, 61, 13, '57:46.0', 36.28004551913212, 96.26177080037263, 127, 89, 64, 'Male', 85.62250347810416, 1.539951546791464, 0.087184665, 38, 36.10553703618397, 101.66666666666667, 'High Risk'),
(90358, 98, 17, '56:46.0', 37.189114703778266, 95.62264490897944, 135, 83, 59, 'Male', 65.35713256735343, 1.7570909737198879, 0.081217413, 52, 21.16920236334963, 100.33333333333333, 'High Risk'),
(90359, 61, 16, '55:46.0', 36.67477585140843, 95.01492605724442, 134, 76, 44, 'Female', 61.41546507261094, 1.5852208658048181, 0.081354534, 58, 24.439830216327113, 95.33333333333333, 'Low Risk'),
(90360, 91, 14, '54:46.0', 37.026387239483114, 95.22108999983851, 129, 70, 57, 'Male', 52.04501936517569, 1.6900040992751098, 0.054835987, 59, 18.22231955625227, 89.66666666666666, 'High Risk'),
(90361, 74, 17, '53:46.0', 36.11544096004068, 97.34294812442629, 134, 82, 78, 'Male', 90.75262064373683, 1.7856101175381256, 0.055543143, 52, 28.463342508432344, 99.33333333333333, 'Low Risk'),
(90362, 61, 12, '52:46.0', 37.043226216294414, 95.90288729142064, 136, 72, 71, 'Male', 75.22346385, 1.8477392301122197, 0.133802213, 64, 22.032915483580187, 93.33333333333333, 'Low Risk'),
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(90538, 84, 12, '56:46.0', 36.540878070690155, 96.34677280179473, 111, 88, 64, 'Female', 76.06625296, 1.8369354695376163, 0.07359507, 23, 22.54261133186401, 95.66666666666667, 'Low Risk'),
(90539, 98, 14, '55:46.0', 36.22287417937691, 99.54881058138486, 123, 80, 31, 'Female', 71.77454621677028, 1.853517720860277, 0.05345987, 43, 20.891853432148935, 94.33333333333333, 'High Risk'),
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(90542, 93, 19, '52:46.0', 36.40221334574351, 99.45884665914065, 118, 82, 74, 'Male', 67.17853487375832, 1.8524936967209746, 0.060711922, 36, 19.575688697802825, 94, 'High Risk'),
(90543, 79, 17, '51:46.0', 36.39328030643604, 95.91067687, 114, 75, 40, 'Female', 87.50988638377045, 1.9582015487046613, 0.147797047, 39, 22.82140302018781, 88, 'Low Risk'),
(90544, 95, 19, '50:46.0', 36.729337077967465, 95.46968979761981, 122, 77, 65, 'Female', 52.87525847642231, 1.6945779504509477, 0.061267117, 45, 18.41320554, 92, 'High Risk'),
(90545, 64, 13, '49:46.0', 36.682467721894106, 98.45515586466091, 113, 89, 45, 'Male', 74.07000857694804, 1.6567305989913215, 0.12782443753354655, 24, 26.98600570859904, 97, 'Low Risk'),
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(90547, 98, 16, '47:46.0', 37.257155471344085, 96.55757995365505, 112, 89, 87, 'Male', 98.66327038950604, 1.648526969762762, 0.063933352, 23, 36.30474526, 96.66666666666667, 'High Risk'),
(90548, 92, 12, '46:46.0', 36.34974642200426, 98.75665248639055, 118, 81, 83, 'Female', 77.51001185, 1.961753133, 0.14711315852974016, 37, 20.14044646170884, 93.33333333333333, 'High Risk'),
(90549, 69, 17, '45:46.0', 37.41474325124194, 98.16885169, 132, 78, 65, 'Male', 68.74589262, 1.9509432049770101, 0.14308128586130642, 54, 18.06165332532364, 96, 'High Risk'),
(90550, 97, 17, '44:46.0', 36.126638927819904, 99.21805220731214, 138, 70, 20, 'Male', 61.807126321792005, 1.766247959004854, 0.12136248358861627, 68, 19.812314157685112, 92.66666666666666, 'High Risk'),
(90551, 92, 17, '43:46.0', 36.54419658636337, 98.10935895, 136, 84, 62, 'Male', 96.95074514564908, 1.7303402331654039, 0.061803735, 52, 32.38084214349678, 101.33333333333333, 'High Risk'),
(90552, 82, 18, '42:46.0', 36.50760525223317, 99.72351549730067, 126, 79, 62, 'Female', 63.171160807408484, 1.8914685558086652, 0.060455312, 47, 17.65714996742629, 94.66666666666667, 'High Risk'),
(90553, 90, 15, '41:46.0', 36.30838081475776, 99.91693085, 121, 88, 80, 'Male', 80.39041389458873, 1.883848018232435, 0.081021322, 33, 22.652312244425964, 99, 'Low Risk'),
(90554, 99, 17, '40:46.0', 36.91060007074733, 98.97867923140703, 128, 70, 80, 'Female', 94.48911896259284, 1.6893971784005386, 0.094656707, 58, 33.10688121122575, 89.33333333333333, 'High Risk'),
(90555, 85, 16, '39:46.0', 37.44781266834635, 95.45031646071588, 134, 88, 61, 'Female', 74.37687068341599, 1.9386218605388343, 0.1225687284452884, 46, 19.790268691486894, 103.33333333333333, 'Low Risk'),
(90556, 98, 12, '38:46.0', 37.27438565167575, 98.58164498893098, 118, 79, 74, 'Female', 67.48681494339641, 1.9355154705331348, 0.085163477, 39, 18.014642087565438, 92, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(90559, 76, 16, '35:46.0', 37.17274062426843, 97.40524789694386, 137, 81, 70, 'Male', 73.83645976240447, 1.5420853285896916, 0.09146725, 56, 31.049460235001415, 99.66666666666666, 'High Risk'),
(90560, 79, 13, '34:46.0', 36.85146063800704, 98.28224502255532, 123, 78, 72, 'Male', 72.82679877198646, 1.5109870447400562, 0.14166554695818495, 45, 31.89846163071617, 93, 'High Risk'),
(90561, 71, 17, '33:46.0', 37.01578424018135, 99.76877182118427, 119, 80, 39, 'Male', 52.75231143, 1.6146066295312576, 0.057140875, 39, 20.235224683485484, 93, 'Low Risk'),
(90562, 82, 18, '32:46.0', 37.446006586547426, 99.99869383, 122, 88, 50, 'Male', 98.32405647, 1.6607722780436531, 0.052293827, 34, 35.648364826884126, 99.33333333333333, 'High Risk'),
(90563, 63, 18, '31:46.0', 36.56730802941818, 97.69332256518126, 123, 85, 37, 'Male', 67.41130592463297, 1.6745853011264202, 0.09568053, 38, 24.039099273161288, 97.66666666666667, 'Low Risk'),
(90564, 61, 19, '30:46.0', 37.49056202455633, 98.76041729122144, 115, 71, 56, 'Male', 93.11951953673028, 1.8877809031861872, 0.093183031, 44, 26.129888083539928, 85.66666666666667, 'Low Risk'),
(90565, 70, 13, '29:46.0', 37.19494841648595, 96.62304275649946, 137, 77, 56, 'Male', 62.616353800667014, 1.5744409143476732, 0.093789101, 60, 25.26009854966988, 97, 'Low Risk'),
(90566, 66, 19, '28:46.0', 36.34179506973654, 97.10755733170514, 130, 74, 32, 'Male', 89.03559807844843, 1.932016049871737, 0.12612582078833628, 56, 23.852956737816903, 92.66666666666666, 'Low Risk'),
(90567, 88, 15, '27:46.0', 36.78957575, 96.21444912000182, 125, 78, 35, 'Male', 97.43261541798633, 1.6702834646019946, 0.079486288, 47, 34.92400141744274, 93.66666666666667, 'High Risk'),
(90568, 78, 19, '26:46.0', 36.31642407217317, 96.44375093572802, 119, 71, 79, 'Male', 89.29026069841753, 1.9455558501128642, 0.1291077635339249, 48, 23.589388674584523, 87, 'Low Risk'),
(90569, 95, 14, '25:46.0', 36.118209963775826, 95.55333194723875, 132, 83, 21, 'Female', 64.83907335896745, 1.5668471723368307, 0.05303811, 49, 26.410919603486093, 99.33333333333333, 'High Risk'),
(90570, 61, 13, '24:46.0', 36.789639995109226, 99.29933848282701, 135, 85, 38, 'Male', 85.89649892801688, 1.9105483143450839, 0.12637486692327415, 50, 23.532031080107807, 101.66666666666666, 'Low Risk'),
(90571, 67, 14, '23:46.0', 36.94270743634736, 96.63730518807688, 113, 89, 37, 'Male', 87.00090685056557, 1.660010784497514, 0.13520917681420802, 24, 31.571990283990836, 97, 'High Risk'),
(90572, 63, 18, '22:46.0', 36.505466084386384, 97.47302478835815, 135, 80, 77, 'Male', 93.07468658630643, 1.7850971643337887, 0.1154613927360354, 55, 29.208406372985714, 98.33333333333333, 'Low Risk'),
(90573, 61, 19, '21:46.0', 37.024481583545594, 96.09595334749476, 117, 82, 77, 'Male', 97.69273693334891, 1.7363402817900382, 0.11593493411091604, 35, 32.403550237143705, 93.66666666666667, 'High Risk'),
(90574, 88, 15, '20:46.0', 36.428168772107135, 95.47613216213738, 136, 75, 42, 'Male', 65.74512543, 1.7684083423419414, 0.10002532517127798, 61, 21.023181912525246, 95.33333333333333, 'Low Risk'),
(90575, 95, 13, '19:46.0', 37.148836913293586, 95.65082808773403, 138, 87, 76, 'Female', 67.38117189395082, 1.9112050884776999, 0.082771647, 51, 18.446924654194056, 104, 'High Risk'),
(90576, 87, 14, '18:46.0', 36.77428678129121, 95.58526056019218, 135, 70, 28, 'Male', 72.63418047, 1.7578262034575145, 0.083528481, 65, 23.50656510696689, 91.66666666666666, 'Low Risk'),
(90577, 84, 19, '17:46.0', 36.07764233254746, 97.83797828681388, 115, 72, 70, 'Female', 55.15114729855145, 1.5489002224236785, 0.1169202980246358, 43, 22.98834293133385, 86.33333333333333, 'Low Risk'),
(90578, 77, 16, '16:46.0', 36.89577478777802, 96.29727594059727, 127, 85, 75, 'Male', 78.92193437403118, 1.68163719, 0.10036591605344163, 42, 27.908282755840464, 99, 'Low Risk'),
(90579, 79, 13, '15:46.0', 36.73508417827799, 99.27894216001381, 121, 85, 69, 'Male', 83.26439046013475, 1.789536471, 0.069671061, 36, 26.000290441146632, 97, 'Low Risk'),
(90580, 99, 19, '14:46.0', 36.97885453, 97.85455914440155, 133, 71, 56, 'Male', 79.11847110184688, 1.927170971, 0.059836301084848026, 62, 21.302834624533947, 91.66666666666666, 'High Risk'),
(90581, 80, 12, '13:46.0', 36.69826265016086, 95.73086846574832, 136, 85, 61, 'Male', 64.48993887756825, 1.8933074969050285, 0.10022534559396595, 51, 17.990766054542473, 102, 'High Risk'),
(90582, 92, 19, '12:46.0', 36.97945288, 99.98702374134875, 120, 76, 20, 'Female', 89.15843576710498, 1.971329144188927, 0.10601751955751987, 44, 22.942680399521503, 90.66666666666667, 'High Risk'),
(90583, 90, 13, '11:46.0', 36.75349481, 98.05755855977918, 127, 81, 84, 'Male', 93.88135492760696, 1.742960197342041, 0.1405502548495371, 46, 30.903268107569538, 96.33333333333333, 'High Risk'),
(90584, 65, 15, '10:46.0', 36.031663438130444, 95.82975267764752, 136, 89, 40, 'Male', 72.65989922072069, 1.9339763922123454, 0.12138705014926504, 47, 19.426405703261384, 104.66666666666667, 'Low Risk'),
(90585, 67, 13, '09:46.0', 36.511127749930765, 98.03306872699227, 124, 70, 58, 'Male', 54.130912589491054, 1.5799159974287638, 0.1403802994313707, 54, 21.685895255849598, 88, 'Low Risk'),
(90586, 63, 15, '08:46.0', 36.70940973608175, 96.73548679, 132, 76, 89, 'Female', 88.92674386541532, 1.760908200699733, 0.1313266678518101, 56, 28.678666820206118, 94.66666666666666, 'Low Risk'),
(90587, 99, 14, '07:46.0', 37.38576786780946, 99.07485020452091, 121, 81, 80, 'Female', 92.62760066636946, 1.8291802771948849, 0.10452428640129638, 40, 27.683907827112712, 94.33333333333333, 'High Risk'),
(90588, 75, 13, '06:46.0', 36.19560769899494, 99.14986167341152, 131, 75, 28, 'Male', 76.47285203323798, 1.6498816847103797, 0.083373618, 56, 28.093230623964338, 93.66666666666666, 'Low Risk'),
(90589, 72, 18, '05:46.0', 36.97140001195987, 97.43246367, 112, 79, 67, 'Male', 80.10066602998623, 1.7113599168662972, 0.056759887, 33, 27.349753446476967, 90, 'Low Risk'),
(90590, 62, 18, '04:46.0', 36.883547566498365, 97.95589432591481, 127, 80, 28, 'Male', 80.26464526868165, 1.870425080539358, 0.09757318, 47, 22.942654026079545, 95.66666666666667, 'Low Risk'),
(90591, 67, 18, '03:46.0', 36.30889986740346, 98.76541526381264, 122, 74, 45, 'Female', 73.16403927270295, 1.6617200347231715, 0.057456036, 48, 26.496100485109988, 90, 'Low Risk'),
(90592, 65, 16, '02:46.0', 37.068263284451156, 96.48131697977524, 131, 76, 36, 'Male', 50.20927383119751, 1.648817988128113, 0.12011552812419984, 55, 18.468792699300135, 94.33333333333333, 'High Risk'),
(90593, 78, 17, '01:46.0', 36.98441782, 98.22442646277128, 113, 73, 59, 'Female', 99.35654032349802, 1.9328282620384152, 0.083537432, 40, 26.59560817642141, 86.33333333333333, 'Low Risk'),
(90594, 87, 18, '00:46.0', 36.97804738095453, 99.67212329861907, 113, 80, 28, 'Female', 71.78921041, 1.9596664426859056, 0.12828022681808587, 33, 18.69368262, 91, 'Low Risk'),
(90595, 69, 14, '59:46.0', 36.06087605084279, 96.94647534864687, 138, 87, 68, 'Female', 96.31506000394776, 1.5534330789254858, 0.05919987, 51, 39.912515655810715, 104, 'High Risk'),
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(90597, 89, 14, '57:46.0', 36.11443834263728, 98.19948148574574, 122, 84, 45, 'Female', 78.23589600968415, 1.617255070167844, 0.13678437704023086, 38, 29.912245603288724, 96.66666666666667, 'Low Risk'),
(90598, 95, 18, '56:46.0', 37.409438591832256, 95.75222508644703, 139, 81, 62, 'Female', 97.93451022723355, 1.5428621618919707, 0.076035436, 58, 41.141630483562146, 100.33333333333333, 'High Risk'),
(90599, 64, 16, '55:46.0', 37.47713290408008, 95.53558727124185, 122, 79, 46, 'Female', 72.61381229114353, 1.517200870236496, 0.074880555, 43, 31.545184508203562, 93.33333333333333, 'High Risk'),
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(90601, 90, 14, '53:46.0', 37.18409462359759, 99.24104388436473, 115, 84, 26, 'Male', 87.41399415, 1.9001659740021037, 0.099448855, 31, 24.210172879905045, 94.33333333333333, 'Low Risk'),
(90602, 89, 12, '52:46.0', 37.074197789503025, 95.29223736708133, 118, 75, 81, 'Female', 86.24782875479202, 1.8647706827161379, 0.056337219, 43, 24.80260547984805, 89.33333333333333, 'Low Risk'),
(90603, 75, 18, '51:46.0', 36.312261597265945, 95.51102631052223, 130, 76, 30, 'Female', 88.73447488182836, 1.756372882713118, 0.13210691362897353, 54, 28.764639603139756, 94, 'Low Risk'),
(90604, 66, 14, '50:46.0', 37.363284276775516, 95.91368415619662, 113, 72, 40, 'Male', 89.47329106825211, 1.5610244679133816, 0.11021985501898537, 41, 36.717575066588545, 85.66666666666667, 'High Risk'),
(90605, 98, 16, '49:46.0', 36.947044358583305, 97.99433124, 131, 77, 35, 'Male', 74.37072448433912, 1.616026192358955, 0.1436046130345679, 54, 28.47772036759862, 95, 'High Risk'),
(90606, 69, 15, '48:46.0', 37.01483724899826, 96.89464890752576, 111, 73, 57, 'Male', 51.28983642419134, 1.9276644469309865, 0.056023809018260956, 38, 13.802839531873833, 85.66666666666667, 'High Risk'),
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(90608, 74, 16, '46:46.0', 36.96554444273787, 99.07259193301573, 131, 71, 31, 'Male', 53.82778511822331, 1.7420105311937026, 0.063715104, 60, 17.73801254, 91, 'High Risk'),
(90609, 64, 18, '45:46.0', 36.29409427187835, 99.87124448343332, 119, 89, 84, 'Female', 80.58101400873284, 1.5949202956254287, 0.11915766199974594, 30, 31.677781509126117, 99, 'High Risk'),
(90610, 95, 12, '44:46.0', 37.17859494093356, 95.38839996, 114, 84, 42, 'Female', 61.32463131260354, 1.9056781489578838, 0.10268102767646364, 30, 16.88635198, 94, 'High Risk'),
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(90614, 99, 17, '40:46.0', 36.01039105476252, 99.44008617012189, 129, 78, 52, 'Female', 69.05672174171374, 1.7322355400855267, 0.094835459, 51, 23.01399785261506, 95, 'High Risk'),
(90615, 99, 12, '39:46.0', 37.244896471418116, 97.49599629, 118, 85, 69, 'Female', 59.544497018860035, 1.8485126981579736, 0.09783136, 33, 17.425961674679698, 96, 'High Risk'),
(90616, 81, 13, '38:46.0', 36.52597104902326, 96.75141727, 117, 71, 49, 'Female', 75.51423602569506, 1.8813151947800328, 0.072727872, 46, 21.335641565424837, 86.33333333333333, 'Low Risk'),
(90617, 69, 18, '37:46.0', 36.958327579843676, 98.64848662842377, 119, 87, 61, 'Male', 59.57149343055342, 1.624427392065066, 0.12794087422719086, 32, 22.575526072777567, 97.66666666666667, 'Low Risk'),
(90618, 67, 14, '36:46.0', 36.543043527161046, 99.97269237773018, 120, 72, 32, 'Female', 78.03609820048683, 1.599541070433231, 0.051791893908289734, 48, 30.500345238023435, 88, 'High Risk'),
(90619, 99, 17, '35:46.0', 36.73598504, 99.83833066554507, 121, 73, 80, 'Male', 62.00520463458534, 1.8560340342535355, 0.12466185332103857, 48, 17.999327282566732, 89, 'High Risk'),
(90620, 76, 19, '34:46.0', 37.48156380991941, 96.92282084347545, 137, 87, 82, 'Female', 87.87937246483287, 1.8237689780331796, 0.058719581, 50, 26.420881224124656, 103.66666666666666, 'Low Risk'),
(90621, 71, 18, '33:46.0', 36.422321372904804, 99.27523996001958, 117, 89, 50, 'Male', 71.19093614073006, 1.5472096349579858, 0.088135138, 28, 29.739001400814967, 98.33333333333333, 'Low Risk'),
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(90799, 64, 17, '35:46.0', 37.490028588725316, 99.99170132521277, 135, 86, 29, 'Male', 83.47589926562449, 1.9789596430798406, 0.11979222938496273, 49, 21.315092949962303, 102.33333333333333, 'Low Risk'),
(90800, 61, 16, '34:46.0', 36.28077181805513, 99.47718114118237, 112, 78, 78, 'Female', 98.61102434059302, 1.897437267404586, 0.098702435, 34, 27.389910781110274, 89.33333333333333, 'Low Risk'),
(90801, 80, 16, '33:46.0', 36.83697663566248, 95.88431976658227, 121, 81, 36, 'Male', 93.75182453749706, 1.858204079018746, 0.14383803165322567, 40, 27.151442661148234, 94.33333333333333, 'Low Risk'),
(90802, 91, 19, '32:46.0', 36.928608878489754, 95.98782304123809, 116, 81, 25, 'Male', 50.840124856795775, 1.6216540839645428, 0.075772633, 35, 19.332595677740866, 92.66666666666667, 'High Risk'),
(90803, 83, 13, '31:46.0', 36.342279816445064, 98.32874469, 134, 85, 20, 'Male', 56.78264555, 1.8688135441469802, 0.10503219068736144, 49, 16.25861985435553, 101.33333333333333, 'High Risk'),
(90804, 94, 12, '30:46.0', 36.720326877361764, 98.53518647575723, 113, 75, 71, 'Female', 56.881427774865635, 1.8144603447597127, 0.1303676026523583, 38, 17.277286177314963, 87.66666666666667, 'High Risk'),
(90805, 62, 13, '29:46.0', 36.19082613683898, 97.14730527292697, 110, 71, 81, 'Male', 57.06076605793415, 1.680881021837617, 0.054933068091379246, 39, 20.19592040258962, 84, 'Low Risk'),
(90806, 84, 14, '28:46.0', 37.43459540250255, 96.67313741585535, 129, 78, 23, 'Female', 59.114129599870694, 1.5299760197374002, 0.14518357676344051, 51, 25.253527565974515, 95, 'Low Risk'),
(90807, 71, 16, '27:46.0', 37.22360919143383, 95.25881132114118, 119, 81, 89, 'Male', 79.20065188567469, 1.9232809527286894, 0.1028403412638853, 38, 21.411312744485162, 93.66666666666667, 'Low Risk'),
(90808, 74, 16, '26:46.0', 36.58749028132227, 96.80354217224452, 128, 76, 80, 'Female', 78.30261421714528, 1.5686716589784213, 0.054947605, 52, 31.820878193829074, 93.33333333333333, 'High Risk'),
(90809, 83, 18, '25:46.0', 37.16523283726471, 97.24118920337106, 120, 83, 66, 'Male', 74.85838645658868, 1.7599834858354266, 0.14850050973549622, 37, 24.16702972, 95.33333333333333, 'Low Risk'),
(90810, 87, 14, '24:46.0', 37.47921369946811, 97.31525422, 125, 81, 37, 'Male', 74.04452035449462, 1.9214243268580722, 0.12484616140570298, 44, 20.056093902727877, 95.66666666666667, 'Low Risk'),
(90811, 78, 15, '23:46.0', 36.25321659206721, 96.53895692299714, 118, 73, 84, 'Male', 77.85843763203776, 1.945604662502231, 0.11794252955566727, 45, 20.568209531405138, 88, 'Low Risk'),
(90812, 61, 16, '22:46.0', 36.308484675243996, 98.34912705067437, 116, 79, 34, 'Male', 79.2567203, 1.6720023398720065, 0.10092096744839817, 37, 28.350605266514705, 91.33333333333333, 'Low Risk'),
(90813, 97, 14, '21:46.0', 36.43784944124809, 97.13334336, 138, 84, 76, 'Male', 86.04265850060153, 1.504109035, 0.1428795604626567, 54, 38.032526824845796, 102, 'High Risk'),
(90814, 83, 17, '20:46.0', 37.14927753285409, 96.13115183485813, 132, 78, 30, 'Female', 50.74961547, 1.8122374409509798, 0.062311264735808516, 54, 15.452635430727382, 96, 'High Risk'),
(90815, 91, 16, '19:46.0', 36.27182423688323, 96.06591332902597, 138, 83, 66, 'Female', 59.143033464886145, 1.9244056626729407, 0.1444238272804464, 55, 15.970199578663312, 101.33333333333333, 'High Risk'),
(90816, 73, 12, '18:46.0', 36.53696712131852, 99.14465834, 112, 83, 50, 'Female', 95.25217072102411, 1.8439342281956486, 0.10828810550184789, 29, 28.014574440499214, 92.66666666666667, 'Low Risk'),
(90817, 95, 13, '17:46.0', 36.900929304099996, 95.04860345364867, 121, 79, 51, 'Male', 63.05119491941377, 1.5369818377582511, 0.12175587953096886, 42, 26.690447198465147, 93, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(90818, 84, 15, '16:46.0', 36.52453747854364, 96.83020218688873, 128, 83, 47, 'Female', 50.06790559733273, 1.529500379043393, 0.093649895, 45, 21.40229011696984, 98, 'Low Risk'),
(90819, 93, 16, '15:46.0', 37.06233064, 99.59885305220895, 119, 80, 65, 'Female', 61.009349523495345, 1.7580522934733311, 0.1299355168091419, 39, 19.739348583897563, 93, 'High Risk'),
(90820, 84, 18, '14:46.0', 36.84482393466773, 99.82604615307713, 126, 75, 35, 'Male', 54.418340736595816, 1.643655317157917, 0.10363813996283311, 51, 20.142983529604766, 92, 'Low Risk'),
(90821, 72, 12, '13:46.0', 37.279450694924314, 98.81808865322846, 137, 80, 40, 'Male', 80.57505679834348, 1.6526821368383775, 0.11350756200448625, 57, 29.49999581099104, 99, 'Low Risk'),
(90822, 64, 13, '12:46.0', 37.48523133127363, 99.92547469331119, 132, 89, 34, 'Male', 62.95818851645228, 1.9946383545432291, 0.13318655704714755, 43, 15.82427756896318, 103.33333333333333, 'High Risk'),
(90823, 92, 19, '11:46.0', 37.04239134, 97.03342879919218, 129, 75, 65, 'Male', 53.200166727854075, 1.6838673684132832, 0.086087838, 54, 18.762781957983016, 93, 'High Risk'),
(90824, 89, 14, '10:46.0', 36.749745232113185, 97.50289935623609, 114, 83, 50, 'Male', 99.65319135414907, 1.7350578309727607, 0.1480683009923301, 31, 33.10269113, 93.33333333333333, 'High Risk'),
(90825, 91, 15, '09:46.0', 37.10479122630335, 95.62856930405299, 135, 76, 66, 'Male', 78.19350771951753, 1.8533943794158527, 0.0675096, 59, 22.763289016331726, 95.66666666666666, 'High Risk'),
(90826, 90, 17, '08:46.0', 37.02539014890837, 97.77438380848105, 138, 81, 88, 'Male', 86.85419634943888, 1.6633509066989973, 0.095682707, 57, 31.39229360967041, 100, 'High Risk'),
(90827, 69, 15, '07:46.0', 36.24677292072915, 97.87817414199785, 121, 73, 21, 'Female', 91.34217245787153, 1.7873125255407034, 0.1245197898255125, 48, 28.59369883892759, 89, 'Low Risk'),
(90828, 76, 14, '06:46.0', 37.323408564016525, 97.63384224161764, 135, 73, 85, 'Female', 69.89289119396398, 1.660255778394223, 0.058471823964181324, 62, 25.35613206076212, 93.66666666666666, 'Low Risk'),
(90829, 95, 17, '05:46.0', 37.327734742718825, 97.88153885385822, 124, 82, 72, 'Male', 98.44303364386357, 1.9919630849244923, 0.12699775011757652, 42, 24.809751650128387, 96, 'High Risk'),
(90830, 93, 13, '04:46.0', 36.910441819428655, 97.41119914991474, 139, 88, 80, 'Male', 57.779136176258696, 1.534383196195831, 0.14048625658765462, 51, 24.541628479783718, 105, 'High Risk'),
(90831, 64, 17, '03:46.0', 36.67496140509568, 99.55021361341556, 130, 77, 80, 'Female', 59.195778010996854, 1.6085819356326905, 0.10374136368993958, 53, 22.877278456416022, 94.66666666666666, 'Low Risk'),
(90832, 70, 12, '02:46.0', 36.29534556241943, 95.49148948840785, 132, 85, 44, 'Male', 67.01609951767065, 1.745028511073897, 0.097623666, 47, 22.00767142, 100.66666666666667, 'Low Risk'),
(90833, 88, 19, '01:46.0', 37.16512041009651, 97.58014807685056, 118, 79, 25, 'Male', 84.65893998799179, 1.5886067604109335, 0.055711127325799074, 39, 33.54594368831396, 92, 'High Risk'),
(90834, 90, 18, '00:46.0', 37.491879078495174, 97.16976176, 132, 87, 46, 'Female', 72.82290577528315, 1.5601321968661361, 0.13612066198364509, 45, 29.918871255606284, 102, 'Low Risk'),
(90835, 93, 12, '59:46.0', 36.784083187789754, 96.77255964842328, 113, 89, 82, 'Male', 99.83144111241182, 1.531803400453078, 0.063161874, 24, 42.54624942937044, 97, 'High Risk'),
(90836, 79, 15, '58:46.0', 36.31429664098981, 99.65733866130837, 116, 89, 36, 'Male', 76.12632206439544, 1.8409044666164207, 0.13822730496974467, 27, 22.463237303464044, 98, 'Low Risk'),
(90837, 77, 16, '57:46.0', 36.91198942555957, 95.32178287, 117, 71, 86, 'Male', 96.18481022, 1.8068127929711633, 0.069849357, 46, 29.46321796660239, 86.33333333333333, 'Low Risk'),
(90838, 89, 18, '56:46.0', 37.49468304208278, 98.97881181400591, 118, 77, 60, 'Male', 63.670238579908705, 1.969874544003868, 0.14516657481143397, 41, 16.408139557746807, 90.66666666666667, 'High Risk'),
(90839, 75, 19, '55:46.0', 36.79001437121481, 95.82640243480567, 124, 84, 55, 'Female', 57.88025710903658, 1.875159728369356, 0.1361365258079824, 40, 16.46091289846304, 97.33333333333333, 'High Risk'),
(90840, 82, 18, '54:46.0', 36.47809134661157, 98.23017552693312, 118, 84, 48, 'Female', 60.35925466333421, 1.9847916023640926, 0.090243127, 34, 15.321950000011087, 95.33333333333333, 'High Risk'),
(90841, 86, 15, '53:46.0', 36.817536479125955, 98.41353914665414, 134, 80, 18, 'Male', 74.05105693479052, 1.8974683764317017, 0.083349478, 54, 20.56753137237687, 98, 'Low Risk'),
(90842, 93, 13, '52:46.0', 37.271819192590996, 95.38880067057246, 119, 87, 29, 'Male', 75.52391148, 1.6691849271776715, 0.058155159, 32, 27.10663237275348, 97.66666666666667, 'High Risk'),
(90843, 79, 19, '51:46.0', 36.01404531267177, 95.33740183824486, 119, 70, 44, 'Female', 99.99976465874605, 1.6737841792531443, 0.077427542, 49, 35.694397918294214, 86.33333333333333, 'High Risk'),
(90844, 94, 13, '50:46.0', 36.96248753, 95.48870819213762, 111, 86, 57, 'Female', 59.830418067727294, 1.8654899084298582, 0.093152111, 25, 17.19238901570422, 94.33333333333333, 'High Risk'),
(90845, 89, 17, '49:46.0', 37.088430330497815, 98.70656102767443, 111, 72, 20, 'Male', 65.15528391271678, 1.5460056200049184, 0.11529440442882613, 39, 27.26010378221283, 85, 'Low Risk'),
(90846, 73, 13, '48:46.0', 36.04577413221064, 96.78648445085608, 139, 80, 80, 'Male', 73.97948161104183, 1.5435315783767916, 0.056305768, 59, 31.051332802189282, 99.66666666666666, 'High Risk'),
(90847, 98, 18, '47:46.0', 37.226597256320545, 98.19794068, 127, 81, 77, 'Female', 50.33144179395276, 1.8999911949614927, 0.1311144255660851, 46, 13.942356867653855, 96.33333333333333, 'High Risk'),
(90848, 84, 19, '46:46.0', 36.38457468412075, 96.59506607, 136, 88, 63, 'Female', 68.18597161, 1.6055996678804745, 0.11445096431574193, 48, 26.449684379657807, 104, 'Low Risk'),
(90849, 74, 19, '45:46.0', 37.198916166008026, 99.55541714492017, 120, 79, 53, 'Male', 65.95895512006064, 1.5780979191031808, 0.11580412463327823, 41, 26.48535953976669, 92.66666666666667, 'Low Risk'),
(90850, 90, 13, '44:46.0', 36.601956962026286, 95.19460340059558, 139, 78, 33, 'Female', 78.62936737487703, 1.7663548509434301, 0.1362429900178569, 61, 25.20164390421527, 98.33333333333333, 'Low Risk'),
(90851, 95, 13, '43:46.0', 36.84770366902154, 97.26384798, 119, 82, 28, 'Female', 71.22783222369296, 1.855773557012688, 0.14402889895831433, 37, 20.682344260741154, 94.33333333333333, 'High Risk'),
(90852, 84, 18, '42:46.0', 36.09605106329969, 98.49784876366812, 131, 77, 76, 'Female', 56.417793107461854, 1.616489730378398, 0.1191397463618772, 54, 21.590872567174525, 95, 'Low Risk'),
(90853, 91, 19, '41:46.0', 37.391011411035024, 99.99981063811136, 131, 80, 37, 'Female', 68.07284317726001, 1.8262170307468684, 0.1115478918819301, 51, 20.411227010928275, 97, 'High Risk'),
(90854, 99, 12, '40:46.0', 36.78294774548411, 96.5735453, 133, 85, 70, 'Female', 64.82928686865623, 1.5353044204257271, 0.072569041, 48, 27.503137727942125, 101, 'High Risk'),
(90855, 72, 14, '39:46.0', 36.209486087042144, 95.79760654282171, 138, 78, 45, 'Female', 56.42621505940747, 1.7187318922744075, 0.11952797465127765, 60, 19.10137577544385, 98, 'Low Risk'),
(90856, 79, 12, '38:46.0', 36.57596636048492, 99.72384241128029, 114, 81, 44, 'Female', 83.44795875756225, 1.9541539707224513, 0.080302872, 33, 21.85235055612297, 92, 'Low Risk'),
(90857, 78, 16, '37:46.0', 36.461512668967984, 95.52389642975231, 124, 87, 40, 'Female', 56.01116739120449, 1.9386021449775928, 0.088876997, 37, 14.903807980922366, 99.33333333333333, 'High Risk'),
(90858, 75, 12, '36:46.0', 37.369080966717654, 96.41761648076731, 124, 81, 61, 'Female', 96.87405571847509, 1.6625305827439618, 0.061570434402627994, 43, 35.04839995827965, 95.33333333333333, 'High Risk'),
(90859, 84, 15, '35:46.0', 37.353402320226294, 98.84332498870087, 120, 88, 57, 'Male', 75.09080746400899, 1.5639258134072773, 0.099883544, 32, 30.70113833, 98.66666666666667, 'High Risk'),
(90860, 85, 19, '34:46.0', 36.48453885, 95.06732769, 127, 81, 86, 'Female', 87.16375121843075, 1.9189076956655597, 0.066573595, 46, 23.671607073391872, 96.33333333333333, 'Low Risk'),
(90861, 81, 15, '33:46.0', 36.38797767526161, 96.78314118, 117, 89, 64, 'Female', 96.70858727, 1.5460145003519856, 0.069214177, 28, 40.46112121001443, 98.33333333333333, 'High Risk'),
(90862, 96, 14, '32:46.0', 36.33635203018663, 98.18164679, 137, 85, 65, 'Male', 57.46530413710093, 1.6142623511962615, 0.11863097634590122, 52, 22.05248186232098, 102.33333333333333, 'High Risk'),
(90863, 62, 19, '31:46.0', 37.13897465884626, 98.12646353305296, 113, 81, 37, 'Male', 73.64418643786422, 1.7428878735697109, 0.10353806523114982, 32, 24.243737460803192, 91.66666666666667, 'Low Risk'),
(90864, 88, 14, '30:46.0', 36.142316049245416, 99.97945434010265, 137, 84, 44, 'Male', 93.06220273, 1.9439240524049706, 0.1289008836107121, 53, 24.627183198328527, 101.66666666666666, 'Low Risk'),
(90865, 82, 13, '29:46.0', 36.04305041256534, 96.16016700869189, 129, 71, 75, 'Male', 58.669298240182464, 1.706526552832409, 0.056901205, 58, 20.145812765630925, 90.33333333333333, 'Low Risk'),
(90866, 94, 18, '28:46.0', 37.18404485082443, 98.34177151149844, 124, 81, 48, 'Female', 55.30042814900908, 1.7665146423313887, 0.12801986688665057, 43, 17.721236053235817, 95.33333333333333, 'High Risk'),
(90867, 64, 12, '27:46.0', 36.87148990586339, 95.08709258611191, 123, 84, 79, 'Male', 94.96740313123215, 1.8346272651480917, 0.1472680297982789, 39, 28.214923400227296, 97, 'Low Risk'),
(90868, 87, 12, '26:46.0', 37.385183612763136, 97.07530741758897, 121, 79, 53, 'Male', 64.07736067235797, 1.7180166528101912, 0.13721783000730403, 42, 21.70950278, 93, 'Low Risk'),
(90869, 61, 13, '25:46.0', 36.68318398135652, 96.77596648932638, 112, 81, 25, 'Female', 83.50482018580183, 1.7948907551340227, 0.10750532091740955, 31, 25.92003023843228, 91.33333333333333, 'Low Risk'),
(90870, 85, 16, '24:46.0', 36.98516501013289, 96.70056012203919, 121, 76, 33, 'Female', 88.08817996045762, 1.9792779205926587, 0.13723330551354054, 45, 22.485579092965583, 91, 'Low Risk'),
(90871, 71, 19, '23:46.0', 37.19669636910128, 95.08962419, 120, 75, 59, 'Female', 76.15457194870677, 1.7999189506765911, 0.082344658, 45, 23.506614350917157, 90, 'Low Risk'),
(90872, 79, 14, '22:46.0', 36.12927195317607, 98.85645376561568, 136, 89, 73, 'Female', 80.37396306808225, 1.5602049807269034, 0.12250217958619704, 47, 33.01809882, 104.66666666666667, 'High Risk'),
(90873, 97, 19, '21:46.0', 37.34144469714528, 97.61641916036328, 126, 87, 37, 'Female', 87.16443085967926, 1.6974296130994704, 0.072988133, 39, 30.25211549064889, 100, 'High Risk'),
(90874, 67, 17, '20:46.0', 36.95689882786221, 99.31237681264369, 128, 86, 63, 'Female', 98.04529230183867, 1.863344324, 0.12262790803885823, 42, 28.238427979794082, 100, 'Low Risk'),
(90875, 63, 14, '19:46.0', 36.016767181675434, 96.20855144617808, 130, 87, 69, 'Female', 81.53035670134767, 1.7618474623933704, 0.070072917, 43, 26.265322148955367, 101.33333333333333, 'Low Risk'),
(90876, 63, 19, '18:46.0', 37.108829636575884, 98.01541037493067, 135, 76, 87, 'Male', 51.34011606898676, 1.6954915745258536, 0.050251136, 59, 17.85934694801767, 95.66666666666666, 'High Risk'),
(90877, 77, 16, '17:46.0', 36.53149905092218, 95.41170653544836, 120, 83, 76, 'Male', 62.245884904846235, 1.5287314511277919, 0.059297198, 37, 26.634726664263475, 95.33333333333333, 'Low Risk'),
(90878, 97, 17, '16:46.0', 36.780109879279514, 95.48458104, 111, 78, 30, 'Female', 80.57519948015673, 1.6434954496140544, 0.13943329853512107, 33, 29.830764077685753, 89, 'High Risk'),
(90879, 90, 19, '15:46.0', 37.09309730655414, 96.13544702539726, 113, 84, 64, 'Male', 80.99003701201312, 1.8282326515940703, 0.143452912, 29, 24.23085146526276, 93.66666666666667, 'Low Risk'),
(90880, 93, 15, '14:46.0', 36.809629855740845, 98.11160334, 129, 82, 68, 'Female', 52.05884788844916, 1.5522333915901838, 0.13712248235352928, 47, 21.60630533171553, 97.66666666666667, 'High Risk'),
(90881, 98, 12, '13:46.0', 37.328062152475624, 96.81792645085945, 132, 85, 35, 'Male', 95.89542483607522, 1.6906963366517758, 0.11077313604399247, 47, 33.54800230768906, 100.66666666666667, 'High Risk'),
(90882, 79, 19, '12:46.0', 37.485880757930445, 96.51551101182196, 135, 73, 86, 'Male', 70.31582033, 1.7749879499735406, 0.087506251, 62, 22.31835748499742, 93.66666666666666, 'Low Risk'),
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(91060, 90, 13, '14:46.0', 37.05276869185034, 95.81917552567239, 128, 72, 69, 'Male', 91.92204538, 1.9180847299502306, 0.081971091, 56, 24.985273259015973, 90.66666666666666, 'Low Risk'),
(91061, 66, 18, '13:46.0', 36.56066964469892, 98.95484202094987, 124, 75, 22, 'Female', 60.60572777067532, 1.782930617053621, 0.1360946074354995, 49, 19.065350111287025, 91.33333333333333, 'Low Risk'),
(91062, 94, 12, '12:46.0', 36.07608518738656, 99.35629216461273, 133, 73, 39, 'Female', 69.38228600109447, 1.7075688729617418, 0.13082264212739306, 60, 23.795352668489205, 93, 'High Risk'),
(91063, 67, 17, '11:46.0', 36.57453141482815, 99.74258487088782, 137, 83, 85, 'Male', 62.869493757520445, 1.9428619772515603, 0.086877509, 54, 16.65543827470729, 101, 'High Risk'),
(91064, 63, 18, '10:46.0', 36.46049033, 97.57247518761297, 123, 87, 62, 'Male', 73.96267667135305, 1.9378484391372592, 0.054980004914487325, 36, 19.695771842016054, 99, 'Low Risk'),
(91065, 83, 13, '09:46.0', 36.92044129033873, 97.39108575539264, 111, 77, 85, 'Male', 51.65302901634393, 1.5238255999591452, 0.10603824760019097, 34, 22.244633953549563, 88.33333333333333, 'Low Risk'),
(91066, 71, 14, '08:46.0', 36.75797725683688, 96.75084486416297, 132, 76, 32, 'Male', 57.06268566764163, 1.6128890134405727, 0.1340949244770952, 56, 21.935282941749133, 94.66666666666666, 'Low Risk'),
(91067, 76, 15, '07:46.0', 36.63087581230214, 99.69004359508483, 128, 78, 87, 'Male', 88.45044720322232, 1.718626080273809, 0.057688319, 50, 29.945890838353506, 94.66666666666666, 'Low Risk'),
(91068, 62, 14, '06:46.0', 36.586451992217604, 97.62604192991765, 116, 86, 66, 'Male', 71.91943111362195, 1.584930989487273, 0.068359939, 30, 28.630275644728176, 96, 'Low Risk'),
(91069, 85, 13, '05:46.0', 36.07693158852569, 99.61253978076165, 119, 86, 38, 'Male', 69.92592988607149, 1.5841290598654267, 0.12381667102673831, 33, 27.864876886884254, 97, 'Low Risk'),
(91070, 63, 16, '04:46.0', 37.35834619411121, 98.42465602443288, 122, 88, 84, 'Male', 66.95555907267206, 1.537617244200185, 0.05704017, 34, 28.319798495435716, 99.33333333333333, 'Low Risk'),
(91071, 89, 14, '03:46.0', 37.225158982935504, 96.38679687400364, 128, 84, 59, 'Male', 66.89017560474183, 1.9489278977418325, 0.097051842, 44, 17.610463698361947, 98.66666666666667, 'High Risk'),
(91072, 80, 19, '02:46.0', 36.168124744806065, 95.17669087767821, 112, 73, 37, 'Male', 52.26367953654133, 1.859675597477978, 0.073886579, 39, 15.112127101215442, 86, 'High Risk'),
(91073, 88, 14, '01:46.0', 36.20635380906857, 95.48368550047132, 123, 75, 68, 'Male', 52.47368994276394, 1.9743637877591877, 0.10126774315698253, 48, 13.46130768185765, 91, 'High Risk'),
(91074, 91, 12, '00:46.0', 36.26121516468805, 97.37610732713782, 118, 82, 71, 'Female', 65.31696120529946, 1.7980764462852332, 0.096487652, 36, 20.202711746449964, 94, 'High Risk'),
(91075, 60, 13, '59:46.0', 37.25678519134153, 97.28151121799999, 128, 82, 76, 'Male', 72.58766929391231, 1.7868943168993479, 0.071109056, 46, 22.73343785784977, 97.33333333333333, 'Low Risk'),
(91076, 83, 17, '58:46.0', 36.65577234113116, 98.54634115562638, 127, 81, 67, 'Male', 56.83006067, 1.7727413582687972, 0.080238647, 46, 18.08370300252259, 96.33333333333333, 'High Risk'),
(91077, 77, 17, '57:46.0', 37.38970758384066, 98.78687861988008, 125, 82, 31, 'Male', 61.63293476013391, 1.7441887994540517, 0.1044144841527254, 43, 20.259366513101348, 96.33333333333333, 'Low Risk'),
(91078, 95, 12, '56:46.0', 36.22568730499391, 99.99503463199078, 133, 80, 51, 'Male', 93.73765607302185, 1.9438609052849665, 0.054149901, 53, 24.807541066932675, 97.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(91079, 92, 19, '55:46.0', 37.163737581120266, 97.77503063592265, 130, 88, 77, 'Male', 78.37842671531735, 1.535773388245876, 0.064433325, 42, 33.23091242132586, 102, 'High Risk'),
(91080, 66, 19, '54:46.0', 37.34134329628271, 97.17439827433964, 112, 76, 63, 'Female', 87.00217082, 1.5682828710377348, 0.070703228, 36, 35.37376536750446, 88, 'High Risk'),
(91081, 96, 17, '53:46.0', 36.694541074754106, 99.58376321946459, 118, 80, 70, 'Female', 90.73490028391704, 1.5854475386446758, 0.14400185689012557, 38, 36.09695882679735, 92.66666666666667, 'High Risk'),
(91082, 73, 14, '52:46.0', 37.41512612618618, 98.11214023008388, 130, 74, 73, 'Male', 94.08486320274514, 1.962876940748643, 0.10542621568868482, 56, 24.41932256044464, 92.66666666666666, 'Low Risk'),
(91083, 90, 13, '51:46.0', 36.71585773087211, 99.12582325702513, 122, 74, 48, 'Female', 74.83898332335596, 1.7363208239796109, 0.12968342328831753, 48, 24.823781010873695, 90, 'Low Risk'),
(91084, 75, 19, '50:46.0', 36.54831024851287, 96.26986471010952, 117, 74, 43, 'Male', 51.51722760078452, 1.893588006072598, 0.090949345, 43, 14.367509573271066, 88.33333333333333, 'High Risk'),
(91085, 94, 19, '49:46.0', 36.45641956644822, 99.31993305, 125, 71, 61, 'Male', 50.74183513901128, 1.723710433270048, 0.079099075, 54, 17.07802123727514, 89, 'High Risk'),
(91086, 80, 18, '48:46.0', 36.48226740845572, 96.29173657734414, 139, 81, 78, 'Female', 74.19703473073753, 1.569026702518868, 0.062830971, 58, 30.13879466941294, 100.33333333333333, 'High Risk'),
(91087, 68, 19, '47:46.0', 37.35629394782203, 98.35149871612379, 112, 79, 65, 'Female', 89.10088454318813, 1.7414835314990837, 0.077907811, 33, 29.37942364830396, 90, 'Low Risk'),
(91088, 81, 19, '46:46.0', 36.10856341301292, 96.40433046668635, 119, 78, 49, 'Male', 56.443958179017166, 1.6481487246555768, 0.11428802721280427, 41, 20.779000998037866, 91.66666666666667, 'Low Risk'),
(91089, 93, 18, '45:46.0', 36.33474520106453, 97.37056160530692, 113, 73, 69, 'Male', 94.87132676121627, 1.5316786550473658, 0.10949999949294453, 40, 40.43892980791085, 86.33333333333333, 'High Risk'),
(91090, 79, 14, '44:46.0', 37.04939424726665, 99.61136159038276, 118, 89, 39, 'Male', 54.16466768097253, 1.9252497988281996, 0.13394588446505612, 29, 14.613084970238894, 98.66666666666667, 'High Risk'),
(91091, 79, 19, '43:46.0', 37.473922547874324, 98.43728362565032, 137, 73, 28, 'Male', 97.63548348897515, 1.5853340791854917, 0.068596856, 64, 38.84776967037461, 94.33333333333333, 'High Risk'),
(91092, 66, 18, '42:46.0', 36.57999898585155, 97.41564907, 129, 86, 28, 'Male', 60.711045755431144, 1.8304826414399435, 0.14679326283896488, 43, 18.119094251996174, 100.33333333333333, 'High Risk'),
(91093, 78, 13, '41:46.0', 37.27360956572373, 98.23489138847557, 128, 78, 69, 'Female', 79.20590377752399, 1.7753255541790747, 0.12092239241540524, 50, 25.130524048959572, 94.66666666666666, 'Low Risk'),
(91094, 72, 12, '40:46.0', 36.97629572406114, 96.64361387284102, 115, 87, 44, 'Female', 74.56306413361806, 1.936155420582782, 0.097743128, 28, 19.89039070633089, 96.33333333333333, 'Low Risk'),
(91095, 76, 19, '39:46.0', 36.64992931796144, 95.88681615526575, 122, 72, 63, 'Male', 53.11630797881725, 1.589515719469659, 0.10009245699701175, 50, 21.023171150655013, 88.66666666666666, 'Low Risk'),
(91096, 67, 12, '38:46.0', 37.28412608, 95.88642913725599, 111, 76, 59, 'Female', 71.84955148885258, 1.7826271103787046, 0.10065088475235531, 35, 22.610129375261376, 87.66666666666667, 'Low Risk'),
(91097, 83, 17, '37:46.0', 37.45436935870922, 96.92425933960459, 138, 80, 41, 'Male', 51.560756869826356, 1.6939913467424503, 0.1315213766573971, 58, 17.967882908199844, 99.33333333333333, 'High Risk'),
(91098, 96, 13, '36:46.0', 36.373318817772955, 97.09981729592556, 128, 82, 77, 'Male', 86.22033583167395, 1.9176759326048558, 0.14712706539287762, 46, 23.44548788754036, 97.33333333333333, 'High Risk'),
(91099, 79, 13, '35:46.0', 36.24883582591414, 99.66212862, 133, 87, 24, 'Female', 70.78229061824959, 1.7525283860755716, 0.10751186925884623, 46, 23.045943393731033, 102.33333333333333, 'Low Risk'),
(91100, 70, 12, '34:46.0', 36.574804936448324, 97.27149069846817, 115, 75, 32, 'Female', 77.37600346844128, 1.8531120551659666, 0.055669955685783125, 40, 22.53216545854461, 88.33333333333333, 'Low Risk'),
(91101, 88, 18, '33:46.0', 36.35840838068756, 96.03706496708891, 125, 87, 85, 'Female', 97.00287136, 1.734838195687067, 0.14813960025962553, 38, 32.230470037114074, 99.66666666666667, 'High Risk'),
(91102, 97, 19, '32:46.0', 37.21687920936194, 96.64955925502528, 115, 76, 47, 'Male', 65.16524507374461, 1.609365045938736, 0.11744992579226182, 39, 25.159783734522865, 89, 'High Risk'),
(91103, 76, 12, '31:46.0', 37.241912177460556, 95.55917485734638, 110, 71, 40, 'Male', 65.74101866886656, 1.599233350671117, 0.092785755, 39, 25.70471264184306, 84, 'Low Risk'),
(91104, 77, 19, '30:46.0', 36.38759006076437, 95.27392181981183, 133, 82, 25, 'Male', 91.92802853869122, 1.7680047351206245, 0.087407624, 51, 29.409056981718532, 99, 'Low Risk'),
(91105, 94, 15, '29:46.0', 36.71335634691734, 99.61323622977724, 113, 74, 65, 'Female', 76.82689070491031, 1.5758085305231637, 0.11386046946243293, 39, 30.93900642644458, 87, 'High Risk'),
(91106, 74, 15, '28:46.0', 36.42896924610666, 99.83030789755885, 128, 73, 35, 'Female', 79.37906614511131, 1.7126879686459642, 0.09902464, 55, 27.061352073031735, 91.33333333333333, 'Low Risk'),
(91107, 74, 13, '27:46.0', 36.73140835195866, 95.2244216, 120, 82, 80, 'Male', 92.44170795359074, 1.6542771255065802, 0.10682082160542677, 38, 33.77936114930125, 94.66666666666667, 'High Risk'),
(91108, 87, 16, '26:46.0', 37.08018967571426, 97.54619127950072, 112, 80, 36, 'Female', 87.06949403019063, 1.7860074937803696, 0.084812447, 32, 27.296028766250217, 90.66666666666667, 'Low Risk'),
(91109, 65, 13, '25:46.0', 36.08275292947583, 96.56007118198127, 138, 71, 20, 'Female', 59.784155354771116, 1.7347202731940925, 0.061071633412822325, 67, 19.86676660958082, 93.33333333333333, 'Low Risk'),
(91110, 78, 17, '24:46.0', 36.46290980004077, 97.75083488766045, 136, 88, 87, 'Male', 55.127959438676776, 1.7849381626732352, 0.11541169884780285, 48, 17.30316572323455, 104, 'High Risk'),
(91111, 76, 14, '23:46.0', 37.38195126679161, 96.25757543763571, 136, 73, 40, 'Female', 76.43151069, 1.9038153587866014, 0.092984691, 63, 21.08738811681143, 94, 'Low Risk'),
(91112, 64, 12, '22:46.0', 36.99967579411765, 98.87673696068417, 134, 81, 55, 'Female', 64.78790270790286, 1.706489156508471, 0.10690300163490846, 53, 22.247788915555674, 98.66666666666666, 'Low Risk'),
(91113, 84, 12, '21:46.0', 37.02797758106791, 99.82353457429204, 137, 71, 68, 'Male', 71.84881142913558, 1.5487234757663157, 0.065058982, 66, 29.955172519483657, 93, 'Low Risk'),
(91114, 84, 14, '20:46.0', 37.27615155642708, 97.40639486312045, 117, 72, 78, 'Female', 77.93914675719584, 1.8154680525099036, 0.11481268667239632, 45, 23.647129258102918, 87, 'Low Risk'),
(91115, 66, 16, '19:46.0', 36.53755286364149, 95.51173504167771, 110, 76, 83, 'Male', 83.84510315740417, 1.996865598500428, 0.071732875, 34, 21.027131617102935, 87.33333333333333, 'Low Risk'),
(91116, 67, 12, '18:46.0', 36.747132820838864, 95.87379142863809, 132, 74, 50, 'Female', 78.04518569009313, 1.6271432895711357, 0.10723667665931716, 58, 29.477762760140088, 93.33333333333333, 'Low Risk'),
(91117, 78, 15, '17:46.0', 37.14196495255447, 98.97038765408448, 131, 89, 88, 'Male', 97.04710530139336, 1.6224786444880732, 0.12435753186353778, 42, 36.86588020058858, 103, 'High Risk'),
(91118, 99, 16, '16:46.0', 36.53302028258087, 98.43388386677297, 138, 87, 75, 'Male', 79.71124436240807, 1.923134155539411, 0.089586099, 51, 21.552637605561547, 104, 'High Risk'),
(91119, 97, 12, '15:46.0', 37.496056464804525, 98.54093471172139, 126, 79, 19, 'Male', 57.787969988874686, 1.8500175130466445, 0.11869737824960863, 47, 16.884404938910873, 94.66666666666667, 'High Risk'),
(91120, 64, 13, '14:46.0', 36.69754999705984, 95.43505714760845, 122, 71, 48, 'Male', 99.91876457189517, 1.672367230394101, 0.1354881201446212, 51, 35.72594764869751, 88, 'High Risk'),
(91121, 96, 12, '13:46.0', 36.547470754963385, 96.47217942083766, 124, 80, 34, 'Male', 55.43232345584003, 1.6641532751044483, 0.084124406, 44, 20.015960459773325, 94.66666666666667, 'High Risk'),
(91122, 60, 12, '12:46.0', 37.485674696290836, 95.34244086566078, 129, 79, 51, 'Male', 87.16911869312372, 1.6889391977064163, 0.050063156014739645, 50, 30.55868240618149, 95.66666666666666, 'High Risk'),
(91123, 94, 17, '11:46.0', 36.69037019640784, 99.62358216, 138, 78, 75, 'Female', 80.24361809401024, 1.5824028036885813, 0.14963467233193928, 60, 32.04619085353837, 98, 'High Risk'),
(91124, 98, 15, '10:46.0', 36.04681143, 95.53080481701281, 128, 81, 35, 'Male', 58.83090722176461, 1.8138614036694403, 0.080826683, 47, 17.881228218638697, 96.66666666666667, 'High Risk'),
(91125, 94, 17, '09:46.0', 37.337987049614355, 97.57254429922611, 133, 81, 37, 'Female', 92.43390397121138, 1.9187829931083704, 0.050149374, 52, 25.106118536358665, 98.33333333333333, 'High Risk'),
(91126, 74, 15, '08:46.0', 36.03074443089181, 97.86537516425183, 121, 78, 65, 'Male', 77.21182881746506, 1.605631189679773, 0.11658066062634723, 43, 29.949684209240832, 92.33333333333333, 'Low Risk'),
(91127, 64, 12, '07:46.0', 36.41829002737149, 95.53133850609251, 118, 80, 54, 'Male', 91.06247725031284, 1.8346117791316199, 0.080688145, 38, 27.05522223, 92.66666666666667, 'Low Risk'),
(91128, 86, 13, '06:46.0', 37.373454317591836, 99.39250943251947, 136, 72, 80, 'Female', 92.48142183, 1.7935841675739805, 0.11162835369765792, 64, 28.748220998983914, 93.33333333333333, 'Low Risk'),
(91129, 98, 13, '05:46.0', 36.48123779631149, 95.95485288047637, 139, 89, 80, 'Male', 58.27735545789799, 1.6051811128161355, 0.082830888, 50, 22.617872619631946, 105.66666666666666, 'High Risk'),
(91130, 60, 14, '04:46.0', 36.92774550767921, 98.06717061294603, 127, 82, 45, 'Female', 82.23737667355829, 1.8592795784018352, 0.079699803, 45, 23.789200668151693, 97, 'Low Risk'),
(91131, 85, 12, '03:46.0', 36.85657671, 95.55798484224785, 123, 84, 21, 'Male', 68.66125980401398, 1.5409735641539921, 0.055249997, 39, 28.914879780340048, 97, 'Low Risk'),
(91132, 96, 18, '02:46.0', 37.279174433296994, 95.98986288, 126, 82, 49, 'Female', 65.79179715190705, 1.7354146497272014, 0.10346119535099467, 44, 21.845663065394106, 96.66666666666667, 'High Risk'),
(91133, 85, 13, '01:46.0', 37.15874680833458, 97.08222762590337, 128, 72, 34, 'Female', 60.54496428, 1.8217881196261545, 0.09617527, 56, 18.242413521465966, 90.66666666666666, 'High Risk'),
(91134, 66, 13, '00:46.0', 36.52975189310649, 95.95029832033127, 123, 89, 50, 'Male', 60.561115995083135, 1.9383802790669682, 0.070820047, 34, 16.118176391274854, 100.33333333333333, 'High Risk'),
(91135, 84, 15, '59:46.0', 36.025051479122894, 98.11811989153566, 113, 78, 42, 'Female', 75.91288134134955, 1.703595147424644, 0.061506507807059234, 35, 26.156684084272246, 89.66666666666667, 'Low Risk'),
(91136, 66, 14, '58:46.0', 36.78147014157105, 97.26932020571871, 114, 83, 79, 'Male', 76.10009986, 1.824411161246387, 0.085957724, 31, 22.86334584032129, 93.33333333333333, 'Low Risk'),
(91137, 69, 19, '57:46.0', 36.28185552709373, 96.41780993884355, 113, 74, 18, 'Male', 87.51855430909563, 1.5157812500137176, 0.13834921157836594, 39, 38.09141218990092, 87, 'High Risk'),
(91138, 94, 18, '56:46.0', 36.84103044388413, 99.44863932983188, 115, 80, 86, 'Male', 83.23184422574539, 1.5958681824388647, 0.082738301, 35, 32.68101118014347, 91.66666666666667, 'High Risk'),
(91139, 86, 13, '55:46.0', 36.831897968519336, 99.13686338849466, 129, 71, 55, 'Female', 50.11746160948379, 1.8020030147468844, 0.058974506490423156, 58, 15.433983795544991, 90.33333333333333, 'High Risk'),
(91140, 72, 19, '54:46.0', 37.22114614523464, 97.79371988, 130, 82, 34, 'Male', 96.41193290968184, 1.912750066635775, 0.056631250057814844, 48, 26.35204590405322, 98, 'Low Risk'),
(91141, 80, 12, '53:46.0', 36.322094081252885, 99.07874817057373, 117, 81, 37, 'Female', 85.54295584768138, 1.954176247148433, 0.054318077004362766, 36, 22.400452554550725, 93, 'Low Risk'),
(91142, 62, 17, '52:46.0', 36.938588170702076, 95.16998416513434, 133, 78, 18, 'Male', 57.41056351641407, 1.656192751654756, 0.14294094420702552, 55, 20.93003962240713, 96.33333333333333, 'Low Risk'),
(91143, 83, 16, '51:46.0', 36.77835341024476, 97.62987141, 138, 79, 31, 'Female', 88.80252257626813, 1.7135880368264471, 0.071560388, 59, 30.242135833502367, 98.66666666666666, 'High Risk'),
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(91321, 90, 12, '53:46.0', 36.35867248504886, 95.98131538, 114, 89, 71, 'Female', 94.69330193806061, 1.797999289001944, 0.14683722046583475, 25, 29.291406725808596, 97.33333333333333, 'Low Risk'),
(91322, 75, 12, '52:46.0', 37.10400795487408, 99.33136720703851, 126, 87, 63, 'Female', 80.80445840864913, 1.8150897595761575, 0.10502082977775754, 39, 24.52669952529171, 100, 'Low Risk'),
(91323, 73, 16, '51:46.0', 37.29781895307321, 95.58295924157156, 111, 73, 88, 'Female', 72.86460205, 1.560986131119201, 0.056617953, 38, 29.90325803170422, 85.66666666666667, 'Low Risk'),
(91324, 83, 18, '50:46.0', 36.49500906359668, 96.85801162854118, 118, 75, 48, 'Female', 93.29124448168498, 1.5101480424612685, 0.064675311, 43, 40.90739632892968, 89.33333333333333, 'High Risk'),
(91325, 78, 17, '49:46.0', 36.38811366071397, 99.44245146740597, 124, 83, 74, 'Female', 97.10994885446425, 1.8931164611425861, 0.069174125, 41, 27.09624196154262, 96.66666666666667, 'Low Risk'),
(91326, 61, 16, '48:46.0', 37.12010252793574, 95.73077127461166, 114, 76, 60, 'Female', 98.47732990862337, 1.6804081891746516, 0.057313714286670106, 38, 34.87439530887365, 88.66666666666667, 'High Risk'),
(91327, 86, 14, '47:46.0', 37.151968259050214, 97.79769582349012, 111, 86, 44, 'Male', 61.53938203973716, 1.914962962, 0.094698271, 25, 16.78156169382364, 94.33333333333333, 'High Risk'),
(91328, 60, 16, '46:46.0', 36.40061427606907, 96.9832293, 112, 74, 35, 'Male', 55.18664066098559, 1.5369311220906148, 0.12318985230194951, 38, 23.36281384276732, 86.66666666666667, 'Low Risk'),
(91329, 80, 16, '45:46.0', 36.42663289279247, 98.75250736344887, 117, 81, 88, 'Male', 89.31473570418648, 1.837349503549068, 0.12543207262658543, 36, 26.45693709430862, 93, 'Low Risk'),
(91330, 86, 16, '44:46.0', 36.73899864002601, 98.94295463437905, 132, 89, 76, 'Male', 89.11076635, 1.7570538202063646, 0.10666545765344662, 43, 28.864234853844042, 103.33333333333333, 'Low Risk'),
(91331, 97, 16, '43:46.0', 36.16301190417066, 98.84228943387431, 125, 81, 88, 'Male', 59.75223891573094, 1.611194901082112, 0.11875931981886571, 44, 23.017493295241856, 95.66666666666667, 'High Risk'),
(91332, 61, 18, '42:46.0', 36.82059483429891, 96.78440255869378, 120, 83, 78, 'Female', 99.35803664592453, 1.7218044799403813, 0.1282565380631856, 37, 33.514699838034325, 95.33333333333333, 'High Risk'),
(91333, 87, 18, '41:46.0', 36.065231232132696, 95.77364931767185, 139, 82, 62, 'Female', 63.269006246893156, 1.6703268661157824, 0.1468984570167265, 57, 22.677129498134335, 101, 'Low Risk'),
(91334, 84, 19, '40:46.0', 36.520785955326254, 97.13079057349638, 130, 78, 69, 'Female', 84.83219282537227, 1.8753538936820109, 0.12518762372482928, 52, 24.12093976853107, 95.33333333333333, 'Low Risk'),
(91335, 64, 18, '39:46.0', 37.08475134215335, 99.36101464376557, 127, 76, 53, 'Male', 78.67423978270159, 1.575491988, 0.11633394633880421, 51, 31.695686106208942, 93, 'High Risk'),
(91336, 65, 18, '38:46.0', 37.02107705835086, 98.33823984979361, 119, 89, 59, 'Female', 52.39825498970979, 1.869801774099189, 0.076261019, 30, 14.98737896910111, 99, 'High Risk'),
(91337, 99, 19, '37:46.0', 36.37499079334351, 96.34582743061844, 132, 81, 35, 'Female', 67.94352339460244, 1.507811692196535, 0.071146937, 51, 29.88504067403698, 98, 'High Risk'),
(91338, 99, 15, '36:46.0', 36.59107558, 98.55182339313659, 136, 84, 36, 'Female', 83.66069738088618, 1.8581832555707427, 0.052491207382267695, 52, 24.22949686635022, 101.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(91339, 74, 14, '35:46.0', 36.47539947112703, 97.99881628109615, 128, 71, 22, 'Male', 76.09992402749806, 1.6101604326987695, 0.05012751, 57, 29.35255581907383, 90, 'Low Risk'),
(91340, 60, 14, '34:46.0', 36.71971288619128, 95.39756959849898, 130, 79, 39, 'Male', 98.08017331205016, 1.9673459385377914, 0.1134952060240287, 51, 25.340767159051236, 96, 'Low Risk'),
(91341, 84, 17, '33:46.0', 36.524689007458356, 97.89741152162551, 125, 71, 74, 'Male', 91.03752531089366, 1.9168487105286331, 0.12347146948690259, 54, 24.77677457988323, 89, 'Low Risk'),
(91342, 98, 13, '32:46.0', 37.13351888947648, 96.85907162995304, 137, 72, 43, 'Male', 81.51937750934914, 1.7436932907341731, 0.14681711356608246, 65, 26.811472213910896, 93.66666666666666, 'High Risk'),
(91343, 92, 16, '31:46.0', 36.09849551962843, 95.06678412991464, 115, 88, 68, 'Female', 90.29283637546759, 1.922136183364175, 0.09757053, 27, 24.43908756063321, 97, 'High Risk'),
(91344, 80, 14, '30:46.0', 37.25725939301613, 97.65551332, 130, 75, 75, 'Female', 51.40566559869561, 1.8074727213974215, 0.087814396, 55, 15.73502667784536, 93.33333333333333, 'High Risk'),
(91345, 69, 18, '29:46.0', 36.75508874328306, 99.28986213800067, 139, 74, 60, 'Male', 67.64721664979533, 1.6036387782971264, 0.056540727, 65, 26.304910777788525, 95.66666666666666, 'Low Risk'),
(91346, 89, 17, '28:46.0', 36.97240537603991, 96.88562096970973, 124, 82, 87, 'Female', 95.03125911369986, 1.5837762531524193, 0.067220914, 42, 37.88600651221799, 96, 'High Risk'),
(91347, 92, 16, '27:46.0', 36.81894870886301, 96.54649617, 126, 84, 89, 'Male', 50.950804281774644, 1.7981583541605626, 0.082926014, 42, 15.757785114368927, 98, 'High Risk'),
(91348, 75, 18, '26:46.0', 36.37485511892361, 99.18903779, 112, 79, 48, 'Female', 51.85917467645801, 1.8264438967091048, 0.12427413289845647, 33, 15.54579469661658, 90, 'High Risk'),
(91349, 99, 12, '25:46.0', 36.56866274133392, 95.05685081575241, 112, 78, 75, 'Female', 77.30263049159961, 1.6014348037489954, 0.11819265041950912, 34, 30.142255519912343, 89.33333333333333, 'High Risk'),
(91350, 91, 15, '24:46.0', 36.95371260625583, 97.01542032, 134, 83, 88, 'Male', 81.85076182865164, 1.5505445245860208, 0.10107830704246262, 51, 34.04507086862624, 100, 'High Risk'),
(91351, 80, 14, '23:46.0', 36.559925873528954, 98.20985476688013, 133, 72, 20, 'Female', 97.41266917786459, 1.789593245, 0.10013101125176241, 61, 30.416327786332403, 92.33333333333333, 'High Risk'),
(91352, 95, 19, '22:46.0', 37.33300494845571, 99.70052453636433, 128, 89, 84, 'Male', 64.42741725533607, 1.9088963634598448, 0.068265839, 39, 17.680967287313962, 102, 'High Risk'),
(91353, 87, 12, '21:46.0', 36.38333216621094, 99.18733582637208, 116, 86, 65, 'Female', 58.83523495093077, 1.680160167470504, 0.084368777, 30, 20.84184315251542, 96, 'Low Risk'),
(91354, 98, 16, '20:46.0', 36.89251569561421, 98.55386833916675, 135, 80, 37, 'Female', 90.74743941589713, 1.9233170006393783, 0.071821951, 55, 24.531982074128088, 98.33333333333333, 'High Risk'),
(91355, 83, 12, '19:46.0', 37.344017002845575, 95.83098931943991, 129, 83, 29, 'Male', 59.72090342757407, 1.5889687424065138, 0.14202495716693253, 46, 23.65351354154694, 98.33333333333333, 'Low Risk'),
(91356, 64, 14, '18:46.0', 36.06477307769334, 97.39331255074708, 131, 85, 59, 'Female', 58.5032558, 1.7557651783226864, 0.11804537157676902, 46, 18.97785713375781, 100.33333333333333, 'Low Risk'),
(91357, 66, 16, '17:46.0', 37.02486881734434, 98.44891984300881, 128, 73, 32, 'Male', 71.96895369471646, 1.950163083044834, 0.1119335884245709, 55, 18.92358116, 91.33333333333333, 'Low Risk'),
(91358, 89, 19, '16:46.0', 37.27391579689076, 95.67834386224905, 111, 74, 59, 'Male', 94.56631684271345, 1.9619271367138984, 0.061256274, 37, 24.56805219144847, 86.33333333333333, 'Low Risk'),
(91359, 86, 17, '15:46.0', 37.093215383045305, 95.16304720522601, 116, 80, 79, 'Female', 77.32279138323943, 1.8282290025890997, 0.14457699046031264, 36, 23.133765844910688, 92, 'Low Risk'),
(91360, 67, 15, '14:46.0', 36.778829375431016, 99.05355074, 136, 86, 50, 'Female', 58.07405604957397, 1.9713863095797266, 0.1444567642878823, 50, 14.94303063854802, 102.66666666666666, 'High Risk'),
(91361, 62, 13, '13:46.0', 37.31553169722591, 95.11130078082341, 115, 81, 61, 'Female', 59.63709824192319, 1.7045603082385317, 0.085704787, 34, 20.525406220842612, 92.33333333333333, 'Low Risk'),
(91362, 74, 12, '12:46.0', 36.844213604264475, 99.96873106, 124, 75, 33, 'Male', 66.33938954425662, 1.6040667140525733, 0.051283907, 49, 25.782594430639595, 91.33333333333333, 'Low Risk'),
(91363, 73, 15, '11:46.0', 36.18308361380885, 96.77984575910587, 134, 73, 40, 'Male', 59.87602360177884, 1.9480160950945897, 0.12314174323229567, 61, 15.778578297135295, 93.33333333333333, 'High Risk'),
(91364, 70, 18, '10:46.0', 36.312698939732016, 96.9277947, 139, 82, 68, 'Male', 62.63537210841039, 1.8832739980004536, 0.12034308894831108, 57, 17.660078975520307, 101, 'High Risk'),
(91365, 63, 18, '09:46.0', 36.56342607923074, 96.76599693807245, 124, 85, 67, 'Male', 69.88236369386303, 1.935454968472266, 0.10196854229334529, 39, 18.655265905092588, 98, 'Low Risk'),
(91366, 98, 12, '08:46.0', 37.40131101651052, 99.25846731052299, 124, 82, 87, 'Female', 76.13943907275012, 1.8101445905778861, 0.063512798, 42, 23.237164872589783, 96, 'High Risk'),
(91367, 79, 16, '07:46.0', 36.31847833078434, 96.93917142508846, 124, 79, 23, 'Female', 53.18770997, 1.947062448, 0.075760025, 45, 14.029801620657173, 94, 'High Risk'),
(91368, 67, 19, '06:46.0', 36.487201504439255, 98.54668876, 131, 71, 40, 'Male', 65.45380732619938, 1.5009879818155265, 0.12225231518148878, 60, 29.052297574625932, 91, 'Low Risk'),
(91369, 88, 14, '05:46.0', 36.81405117014109, 95.99363831041718, 111, 74, 20, 'Female', 83.53358115241483, 1.8761112738737133, 0.088885821, 37, 23.73252319167805, 86.33333333333333, 'Low Risk'),
(91370, 86, 14, '04:46.0', 36.32078338041123, 96.49175844753206, 118, 79, 83, 'Male', 80.68862765781954, 1.6413518012045103, 0.085567367, 39, 29.95083791949643, 92, 'Low Risk'),
(91371, 94, 14, '03:46.0', 37.41803890116858, 97.74524345037365, 131, 79, 32, 'Female', 51.15134793053476, 1.8697455314198324, 0.1174380426497424, 52, 14.631608586952519, 96.33333333333333, 'High Risk'),
(91372, 87, 13, '02:46.0', 36.317836489019555, 96.75230106, 122, 73, 27, 'Male', 55.16117025155906, 1.9089748049486186, 0.10163466564589527, 49, 15.136765336878355, 89.33333333333333, 'High Risk'),
(91373, 99, 15, '01:46.0', 37.08549732, 96.78180674611997, 116, 80, 24, 'Male', 91.26094162992868, 1.8296607114206767, 0.1467559760971862, 36, 27.261127909693123, 92, 'High Risk'),
(91374, 65, 16, '00:46.0', 36.96878128052885, 98.08000413975287, 124, 86, 28, 'Female', 69.78813657811067, 1.8088865325951726, 0.063171492, 38, 21.32843312460054, 98.66666666666667, 'Low Risk'),
(91375, 65, 16, '59:46.0', 37.34379245, 95.88327060457317, 127, 80, 18, 'Male', 58.68933997910615, 1.523384131705503, 0.10696660399290198, 47, 25.28950742824269, 95.66666666666667, 'Low Risk'),
(91376, 98, 12, '58:46.0', 36.25678945506377, 96.73453506368755, 116, 81, 60, 'Male', 69.12512676802466, 1.8848000117569141, 0.090598715, 35, 19.458322144592046, 92.66666666666667, 'High Risk'),
(91377, 99, 14, '57:46.0', 37.15753783851263, 98.78421749663659, 123, 71, 36, 'Male', 72.35976142807283, 1.8025881357108093, 0.086065364, 52, 22.269174055111918, 88.33333333333333, 'High Risk'),
(91378, 94, 17, '56:46.0', 36.918891324583726, 96.46492323893938, 124, 76, 34, 'Female', 90.29629685167808, 1.7004022016894473, 0.1392561858400656, 48, 31.22961444540954, 92, 'High Risk'),
(91379, 61, 13, '55:46.0', 37.332547136765136, 97.98411961933165, 137, 79, 79, 'Female', 70.51906689547287, 1.7791728039823032, 0.1406831085408864, 58, 22.277697074639256, 98.33333333333333, 'Low Risk'),
(91380, 79, 14, '54:46.0', 37.254917417176046, 98.36683284527922, 138, 85, 68, 'Male', 65.82571615436373, 1.7828462132821699, 0.11403935851061538, 53, 20.709414797385875, 102.66666666666666, 'Low Risk'),
(91381, 67, 16, '53:46.0', 36.49051971094178, 98.19135843902588, 129, 71, 61, 'Male', 97.10695863240849, 1.6941737711802691, 0.075969472, 58, 33.832527595189916, 90.33333333333333, 'High Risk'),
(91382, 79, 15, '52:46.0', 37.19171503014208, 99.11487707787833, 112, 84, 73, 'Female', 79.61637868449452, 1.8483306564607382, 0.1397786642131948, 28, 23.30467691, 93.33333333333333, 'Low Risk'),
(91383, 77, 15, '51:46.0', 37.398322138256034, 98.79913952818316, 123, 72, 25, 'Female', 72.65998220366002, 1.6687790863233563, 0.062478691000515334, 51, 26.091412464112224, 89, 'Low Risk'),
(91384, 83, 17, '50:46.0', 36.45466958594159, 97.70915080875358, 125, 80, 19, 'Female', 75.71927738, 1.6689369249041204, 0.11196299971465438, 45, 27.18482951550597, 95, 'Low Risk'),
(91385, 87, 16, '49:46.0', 37.29626436198245, 95.68624037056207, 116, 76, 67, 'Female', 58.024687425324515, 1.5793089792303832, 0.083056895, 40, 23.263689915991844, 89.33333333333333, 'Low Risk'),
(91386, 80, 15, '48:46.0', 36.03567272993085, 97.49646303428972, 115, 81, 84, 'Male', 74.93281333619558, 1.5885525126685796, 0.062438899229710555, 34, 29.694012479176543, 92.33333333333333, 'Low Risk'),
(91387, 77, 14, '47:46.0', 36.308424485242895, 96.41829378210424, 121, 80, 47, 'Female', 58.76969496482644, 1.5894845268237068, 0.14312584790841815, 41, 23.261666633914412, 93.66666666666667, 'Low Risk'),
(91388, 77, 15, '46:46.0', 36.11519543987345, 96.73867442390555, 121, 85, 81, 'Male', 66.14153915796165, 1.5805621109568009, 0.089652426, 36, 26.475926286774552, 97, 'Low Risk'),
(91389, 91, 18, '45:46.0', 36.618434492541205, 95.86069239, 127, 86, 65, 'Female', 55.64200756429815, 1.8048810883248343, 0.12206314261250446, 41, 17.08069753099008, 99.66666666666667, 'High Risk'),
(91390, 96, 13, '44:46.0', 36.455942520790295, 99.59658162997685, 114, 85, 32, 'Female', 89.28722143, 1.5895891645048632, 0.1077766821824693, 29, 35.33617366865301, 94.66666666666667, 'High Risk'),
(91391, 77, 18, '43:46.0', 36.236853225205756, 95.66498097624255, 117, 71, 75, 'Female', 57.487802310553946, 1.905668260209858, 0.081534776, 46, 15.830006933931676, 86.33333333333333, 'High Risk'),
(91392, 86, 12, '42:46.0', 37.21497365136039, 96.14859081491434, 114, 81, 63, 'Female', 72.17834856204894, 1.5838439737877958, 0.10609073889497178, 33, 28.77280140400851, 92, 'Low Risk'),
(91393, 79, 18, '41:46.0', 36.77747632, 96.21076745, 120, 74, 32, 'Male', 82.20748659495831, 1.849305609, 0.11890229468623435, 46, 24.03776008792901, 89.33333333333333, 'Low Risk'),
(91394, 99, 12, '40:46.0', 36.98658319263777, 97.56446627658458, 116, 75, 66, 'Male', 59.65895533056515, 1.8262779156138413, 0.062644377, 41, 17.887181323108894, 88.66666666666667, 'High Risk'),
(91395, 63, 15, '39:46.0', 37.11300557355802, 98.26940700560944, 119, 81, 30, 'Male', 51.01734207721119, 1.7147060996786994, 0.090215757, 38, 17.35155668225209, 93.66666666666667, 'High Risk'),
(91396, 74, 16, '38:46.0', 37.472924460673454, 99.85425151353293, 135, 80, 40, 'Male', 99.53475451, 1.743656005253075, 0.1143196762946628, 55, 32.73807429520326, 98.33333333333333, 'High Risk'),
(91397, 67, 18, '37:46.0', 37.01829265125794, 95.94237787461623, 117, 88, 20, 'Female', 66.02266486, 1.6765229836016102, 0.090130063, 29, 23.489513740644096, 97.66666666666667, 'Low Risk'),
(91398, 68, 16, '36:46.0', 36.65262749732219, 99.31189980506647, 138, 81, 85, 'Female', 52.96619641550044, 1.8866465339465202, 0.10668227687266722, 57, 14.880506111764241, 100, 'High Risk'),
(91399, 61, 19, '35:46.0', 36.70436191254267, 98.27295422, 110, 87, 34, 'Male', 78.74530795219745, 1.5479076435127748, 0.083143894, 23, 32.86507261553641, 94.66666666666667, 'High Risk'),
(91400, 99, 18, '34:46.0', 36.129456709404444, 97.16113057239487, 134, 86, 34, 'Female', 92.61283901, 1.7623169170745743, 0.057804434, 48, 29.819693629308652, 102, 'High Risk'),
(91401, 80, 16, '33:46.0', 36.26070817306773, 95.48969492, 122, 80, 84, 'Male', 96.43062410297219, 1.6949337786490206, 0.10394172483489184, 42, 33.56676651680289, 94, 'High Risk'),
(91402, 85, 12, '32:46.0', 36.94216645869275, 97.82627719002613, 129, 73, 35, 'Male', 61.99565792841638, 1.5028279458395373, 0.14870840150016387, 56, 27.450025266090197, 91.66666666666666, 'Low Risk'),
(91403, 82, 13, '31:46.0', 36.63802801323195, 95.00088294355125, 114, 82, 47, 'Male', 58.355964124328295, 1.7746405918042676, 0.052256114, 32, 18.529530979597656, 92.66666666666667, 'Low Risk'),
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(91581, 99, 14, '33:46.0', 36.23660011338749, 99.17971923592711, 134, 86, 80, 'Female', 65.24410477, 1.6370086836739353, 0.08585573, 48, 24.34665547237646, 102, 'High Risk'),
(91582, 60, 15, '32:46.0', 36.877093713775864, 96.16480904253675, 111, 73, 48, 'Female', 54.71520442384178, 1.9535998460679669, 0.052410188529511605, 38, 14.336290789033521, 85.66666666666667, 'High Risk'),
(91583, 77, 19, '31:46.0', 36.085996429134354, 97.56832326287274, 136, 87, 84, 'Female', 98.34246926326168, 1.5256956252491718, 0.12129322081258516, 49, 42.247917540154326, 103.33333333333333, 'High Risk'),
(91584, 65, 16, '30:46.0', 36.12240709517088, 98.50788981272784, 123, 81, 82, 'Male', 70.27358142770713, 1.7716532103777127, 0.052627119, 42, 22.388997942537884, 95, 'Low Risk'),
(91585, 97, 13, '29:46.0', 36.14868764013355, 98.11596647, 121, 89, 62, 'Male', 61.46708992174031, 1.7635843772004263, 0.12618455756642938, 32, 19.76287695037634, 99.66666666666667, 'High Risk'),
(91586, 81, 15, '28:46.0', 36.84163305943063, 96.78105097576106, 123, 75, 27, 'Female', 86.80053237511702, 1.572686316741742, 0.12930538993457422, 48, 35.09442834, 91, 'High Risk'),
(91587, 79, 16, '27:46.0', 36.25756883865371, 95.63666962496316, 135, 75, 81, 'Female', 92.82064081545822, 1.8446122840714603, 0.1305318573206787, 60, 27.279372079356975, 95, 'Low Risk'),
(91588, 89, 19, '26:46.0', 37.19099972615795, 95.53502894108097, 113, 76, 40, 'Male', 74.01082139803914, 1.941414805451862, 0.080494618, 37, 19.636249860780477, 88.33333333333333, 'Low Risk'),
(91589, 74, 12, '25:46.0', 37.23472700071018, 98.30053636224605, 125, 77, 83, 'Female', 56.97083319799189, 1.8898767705443753, 0.059496362, 48, 15.950914870533236, 93, 'High Risk'),
(91590, 97, 19, '24:46.0', 36.738998489386795, 97.64063691708687, 128, 77, 24, 'Male', 90.92529202208428, 1.7386284390612512, 0.12064590531310632, 51, 30.07953693732213, 94, 'High Risk'),
(91591, 82, 18, '23:46.0', 36.74814456506601, 98.78978932742353, 119, 88, 52, 'Male', 95.82841371636869, 1.8189854447760303, 0.10182957363704817, 31, 28.96248696387723, 98.33333333333333, 'Low Risk'),
(91592, 83, 18, '22:46.0', 37.41739787878605, 99.74047156454462, 114, 72, 30, 'Female', 77.67328278504492, 1.5341198779267842, 0.12815368632700225, 42, 33.00297315454909, 86, 'High Risk'),
(91593, 99, 14, '21:46.0', 36.16473347676523, 99.71979199258521, 137, 76, 45, 'Female', 91.57990416840454, 1.503664722056969, 0.1410582527445864, 61, 40.504023213320195, 96.33333333333333, 'High Risk'),
(91594, 80, 18, '20:46.0', 36.524375681289584, 98.48593151845304, 117, 73, 60, 'Male', 68.86697802, 1.7259263133662301, 0.091975883, 44, 23.118865901837413, 87.66666666666667, 'Low Risk'),
(91595, 85, 18, '19:46.0', 37.23334204600671, 99.03561013174104, 135, 85, 41, 'Female', 89.14868474720953, 1.8071679212676275, 0.1382213641979526, 50, 27.297188729519032, 101.66666666666666, 'Low Risk'),
(91596, 92, 17, '18:46.0', 36.90933592779065, 95.01864489432593, 129, 79, 21, 'Female', 72.55841428918187, 1.767500909, 0.13192595338139618, 50, 23.22568284681658, 95.66666666666666, 'High Risk'),
(91597, 95, 13, '17:46.0', 36.29607583718652, 96.96644245293817, 114, 80, 39, 'Male', 61.57794365970115, 1.9988235863649313, 0.11003262641028896, 34, 15.412612189489565, 91.33333333333333, 'High Risk'),
(91598, 64, 15, '16:46.0', 37.01633805858348, 96.39483602875043, 134, 86, 20, 'Male', 92.43939714123603, 1.9348392855680314, 0.088853577, 48, 24.69262783354526, 102, 'Low Risk'),
(91599, 86, 17, '15:46.0', 36.537609811797005, 95.18852652209883, 124, 76, 29, 'Male', 96.74051889632587, 1.5107576381468288, 0.058626047471312774, 48, 42.385646839119566, 92, 'High Risk'),
(91600, 75, 17, '14:46.0', 36.932888075841845, 96.80220138697317, 112, 73, 73, 'Female', 59.50572303187914, 1.9199809958472078, 0.11490262793684955, 39, 16.14228000873891, 86, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(91602, 78, 15, '12:46.0', 36.168035798185045, 99.22378825635145, 136, 79, 69, 'Female', 98.19192552, 1.6450202022104863, 0.10804228806136484, 57, 36.28551612646013, 98, 'High Risk'),
(91603, 71, 16, '11:46.0', 36.54812826156522, 97.97932589427475, 115, 71, 26, 'Female', 83.73650715484919, 1.9054476079785658, 0.10994324922784177, 44, 23.06326651181691, 85.66666666666667, 'Low Risk'),
(91604, 90, 18, '10:46.0', 37.496296024081545, 97.39683897211455, 130, 79, 57, 'Female', 77.39171519254798, 1.5718028336738044, 0.12378612967674774, 51, 31.325523466744183, 96, 'High Risk'),
(91605, 66, 16, '09:46.0', 36.60933961864432, 96.70808929638505, 121, 84, 61, 'Male', 51.826140358346706, 1.5615217698067074, 0.1249863373743887, 37, 21.254592371347375, 96.33333333333333, 'Low Risk'),
(91606, 79, 15, '08:46.0', 36.14761961839612, 96.17911302609731, 127, 77, 35, 'Female', 96.02144436, 1.548511034037233, 0.13980804132813246, 50, 40.04420036484565, 93.66666666666666, 'High Risk'),
(91607, 86, 19, '07:46.0', 36.59333245851593, 99.64806487, 116, 82, 69, 'Male', 95.14630083, 1.6344036344499193, 0.11387727970392843, 34, 35.61830671706424, 93.33333333333333, 'High Risk'),
(91608, 72, 15, '06:46.0', 36.81327495, 97.88853277481678, 122, 75, 64, 'Male', 56.35030707250903, 1.5746419994287641, 0.073981223, 47, 22.726503554036558, 90.66666666666667, 'Low Risk'),
(91609, 69, 14, '05:46.0', 36.50945044916359, 95.58893833168527, 120, 71, 88, 'Male', 57.45878703428774, 1.5165331253160343, 0.058660818, 49, 24.983463880457812, 87.33333333333333, 'Low Risk'),
(91610, 74, 18, '04:46.0', 36.168437173900905, 96.55424517176995, 130, 74, 24, 'Female', 89.25794874, 1.898354063217242, 0.075139027, 56, 24.76808729222618, 92.66666666666666, 'Low Risk'),
(91611, 64, 17, '03:46.0', 37.30178224061124, 99.21300697460065, 119, 74, 20, 'Female', 66.33643209523547, 1.849443243985641, 0.09326847, 45, 19.39412064828675, 89, 'Low Risk'),
(91612, 93, 12, '02:46.0', 37.44067397927519, 95.76769859277786, 128, 82, 66, 'Male', 86.19229805, 1.766840374773837, 0.058627899979153936, 46, 27.61047194753462, 97.33333333333333, 'High Risk'),
(91613, 81, 18, '01:46.0', 36.25892372783298, 97.21550237457564, 124, 87, 33, 'Female', 62.156787974347125, 1.7405190467474023, 0.10163551791913586, 37, 20.517809975506566, 99.33333333333333, 'Low Risk'),
(91614, 95, 19, '00:46.0', 36.34694134931064, 99.92275663940414, 113, 86, 43, 'Female', 95.93699139772352, 1.5657919227553616, 0.051040117149065915, 27, 39.13073433142866, 95, 'High Risk'),
(91615, 66, 18, '59:46.0', 37.22680817326052, 96.94723590301092, 138, 76, 83, 'Female', 54.96462461474334, 1.6928069001436588, 0.083881342, 62, 19.18087543984765, 96.66666666666666, 'Low Risk'),
(91616, 61, 17, '58:46.0', 36.46807928697312, 95.51374570155278, 131, 71, 50, 'Male', 52.695697871727006, 1.5560362002251957, 0.10668810613497534, 60, 21.763852189321064, 91, 'Low Risk'),
(91617, 75, 17, '57:46.0', 36.63771861786565, 99.25437205044068, 128, 78, 33, 'Female', 67.75263639898397, 1.5350111624197669, 0.057677866, 50, 28.754321435447316, 94.66666666666666, 'Low Risk'),
(91618, 71, 17, '56:46.0', 37.01922322520106, 98.84057537351795, 129, 86, 39, 'Female', 82.47305318705622, 1.5530703352940578, 0.083250682, 43, 34.19241876, 100.33333333333333, 'High Risk'),
(91619, 73, 12, '55:46.0', 36.38433530736443, 99.37060359746104, 132, 81, 55, 'Male', 57.33482030190822, 1.9162354621338675, 0.070358979, 51, 15.614234937895127, 98, 'High Risk'),
(91620, 99, 18, '54:46.0', 37.12040418145169, 99.94922914134158, 133, 70, 82, 'Female', 50.24722400958349, 1.9561194824696782, 0.083195168, 63, 13.131711000362708, 91, 'High Risk'),
(91621, 83, 19, '53:46.0', 36.469524352861164, 99.12539560908255, 129, 85, 66, 'Female', 53.64804372240875, 1.9834693422153664, 0.055439761, 44, 13.636499653253335, 99.66666666666667, 'High Risk'),
(91622, 60, 15, '52:46.0', 36.447020588711304, 95.50924690068494, 137, 83, 75, 'Female', 57.933473249089545, 1.783877978368098, 0.087411584, 54, 18.205360272573472, 101, 'High Risk'),
(91623, 88, 17, '51:46.0', 36.835185944578896, 97.98101050353948, 113, 86, 73, 'Female', 62.47100141890139, 1.5255561390348245, 0.11510607626686511, 27, 26.84244549959713, 95, 'Low Risk'),
(91624, 66, 16, '50:46.0', 37.34834983548041, 95.23459657210645, 111, 71, 65, 'Female', 54.67311924400086, 1.6224454567764433, 0.098920808, 40, 20.76986343248917, 84.33333333333333, 'Low Risk'),
(91625, 87, 12, '49:46.0', 36.90412906696337, 96.07165938940828, 123, 76, 73, 'Female', 82.03362304, 1.598295418497525, 0.09290998, 47, 32.11277109840082, 91.66666666666667, 'High Risk'),
(91626, 92, 16, '48:46.0', 36.052652012907046, 95.92930510299283, 132, 80, 53, 'Female', 57.8365103, 1.9305974674465665, 0.13977329469013822, 52, 15.517387897567758, 97.33333333333333, 'High Risk'),
(91627, 82, 19, '47:46.0', 36.39803459958135, 99.90529755074284, 138, 76, 53, 'Male', 66.56426604930647, 1.6476732717464277, 0.05675238, 62, 24.518785502677638, 96.66666666666666, 'Low Risk'),
(91628, 85, 16, '46:46.0', 37.10201773472732, 96.69991799428514, 114, 76, 78, 'Female', 67.80519854485686, 1.8004589792418622, 0.1420469849275186, 38, 20.91686193793401, 88.66666666666667, 'Low Risk'),
(91629, 68, 19, '45:46.0', 36.70956058641436, 97.29569876274063, 137, 77, 77, 'Female', 78.60747826821327, 1.9298442850579978, 0.075678748, 60, 21.106650947198517, 97, 'Low Risk'),
(91630, 61, 15, '44:46.0', 36.261778982880195, 97.28891204096068, 135, 86, 28, 'Female', 97.85743296792191, 1.7864224539555071, 0.1315171555783174, 49, 30.66376523895366, 102.33333333333333, 'High Risk'),
(91631, 95, 15, '43:46.0', 36.142367313897054, 95.49231326961699, 127, 84, 44, 'Female', 80.35105390238603, 1.8484589299749408, 0.097596697, 43, 23.51646105248918, 98.33333333333333, 'High Risk'),
(91632, 98, 19, '42:46.0', 37.14472574659125, 98.59091895218333, 113, 80, 68, 'Male', 98.70648293230897, 1.8611467182024803, 0.14760556909520628, 33, 28.49603633524893, 91, 'High Risk'),
(91633, 92, 12, '41:46.0', 36.534132583196204, 96.21016447013615, 136, 76, 29, 'Female', 73.10694025426824, 1.7432439474920511, 0.1078650344697392, 60, 24.057044731258564, 96, 'High Risk'),
(91634, 87, 17, '40:46.0', 37.30429572072271, 95.53576558, 112, 74, 32, 'Male', 72.16052331833484, 1.6913160114926118, 0.10346500857318812, 38, 25.226102352275937, 86.66666666666667, 'Low Risk'),
(91635, 99, 15, '39:46.0', 36.96267300688949, 98.68698513987495, 115, 86, 39, 'Female', 99.22714346461049, 1.897928888932349, 0.14335746841614427, 29, 27.546765780158914, 95.66666666666667, 'High Risk'),
(91636, 64, 17, '38:46.0', 36.12341016118353, 98.18591542884789, 128, 82, 72, 'Female', 60.47863805606098, 1.7037801120928608, 0.13983505300875704, 46, 20.83410811578709, 97.33333333333333, 'Low Risk'),
(91637, 96, 12, '37:46.0', 36.49317170196934, 95.76729612406662, 114, 89, 72, 'Female', 81.52644404736961, 1.8544646061883783, 0.055163457518025705, 25, 23.70617042309545, 97.33333333333333, 'High Risk'),
(91638, 95, 15, '36:46.0', 37.450663781250796, 99.19609507551385, 135, 86, 45, 'Female', 68.06890736, 1.5232131654264327, 0.052046773, 49, 29.337790965819874, 102.33333333333333, 'High Risk'),
(91639, 97, 13, '35:46.0', 37.057595610819845, 99.60839075022845, 136, 82, 21, 'Female', 98.13795695951826, 1.9462927939637291, 0.12716871451206171, 54, 25.907211057699605, 100, 'High Risk'),
(91640, 61, 13, '34:46.0', 36.925457712058105, 99.77047687867362, 121, 87, 23, 'Male', 85.82610746569173, 1.961344048813901, 0.079296808, 34, 22.310630929892938, 98.33333333333333, 'Low Risk'),
(91641, 85, 14, '33:46.0', 37.05461325254076, 97.52813933318264, 113, 81, 22, 'Male', 93.96575034590418, 1.6561368748017193, 0.064650832, 32, 34.25919325950065, 91.66666666666667, 'High Risk'),
(91642, 68, 16, '32:46.0', 37.22309362, 96.58925340169755, 139, 88, 26, 'Female', 68.14856936, 1.7800894059657217, 0.10309780584306633, 51, 21.506667066559913, 105, 'Low Risk'),
(91643, 77, 17, '31:46.0', 37.10862841908839, 97.93540671588411, 136, 74, 37, 'Female', 61.94076157400246, 1.6390247348991762, 0.11987521436579292, 62, 23.057144720811912, 94.66666666666666, 'Low Risk'),
(91644, 78, 16, '30:46.0', 36.42797542882715, 99.84647538771127, 118, 71, 35, 'Male', 98.98157848938224, 1.6714019474515691, 0.12245845343964162, 47, 35.43174711711317, 86.66666666666667, 'High Risk'),
(91645, 67, 17, '29:46.0', 37.339341872840464, 98.69834594346804, 139, 78, 73, 'Male', 58.305706218189194, 1.9055733992275012, 0.13271504814418983, 61, 16.056825835421073, 98.33333333333333, 'High Risk'),
(91646, 75, 13, '28:46.0', 36.64916964908719, 99.23385999, 125, 74, 47, 'Female', 89.81090234447763, 1.9761144692413304, 0.058013983, 51, 22.998783426757786, 91, 'Low Risk'),
(91647, 94, 18, '27:46.0', 36.38428304913581, 96.91601889219642, 118, 77, 52, 'Male', 66.46376113, 1.9970617450685992, 0.097399262, 41, 16.66486995131278, 90.66666666666667, 'High Risk'),
(91648, 94, 18, '26:46.0', 36.12463855839876, 96.78760571715735, 128, 74, 33, 'Female', 93.75626007225395, 1.9521271319219509, 0.127578781, 54, 24.602774149087274, 92, 'High Risk'),
(91649, 87, 18, '25:46.0', 36.434712352129964, 95.93114372038293, 128, 89, 48, 'Female', 67.84796299855735, 1.7462416591507517, 0.12071153052821089, 39, 22.249903097087206, 102, 'Low Risk'),
(91650, 99, 14, '24:46.0', 36.17802097412882, 99.84746943, 129, 78, 31, 'Male', 59.252357404430896, 1.642751476061465, 0.09056828, 51, 21.956438801635745, 95, 'High Risk'),
(91651, 84, 13, '23:46.0', 37.44723345485548, 96.03265773168262, 139, 82, 83, 'Female', 62.89385268288094, 1.6263613660018732, 0.13594970151362068, 57, 23.777933098508818, 101, 'Low Risk'),
(91652, 94, 15, '22:46.0', 36.92718459445517, 99.92599005556299, 114, 86, 36, 'Male', 74.65254340735123, 1.6324462098102137, 0.14797529572296472, 28, 28.013466203743125, 95.33333333333333, 'High Risk'),
(91653, 76, 13, '21:46.0', 36.33182084626166, 98.04484056606442, 133, 82, 44, 'Female', 92.87985172, 1.6330288404035356, 0.13715554623609305, 51, 34.828422478291856, 99, 'High Risk'),
(91654, 90, 12, '20:46.0', 36.85781654946615, 97.96152501620043, 124, 83, 42, 'Male', 98.85736048428853, 1.8739748465898327, 0.065849192, 41, 28.15020072637113, 96.66666666666667, 'Low Risk'),
(91655, 90, 13, '19:46.0', 36.515562021970034, 97.99371436, 128, 70, 57, 'Male', 79.14840174547811, 1.9081519963444173, 0.064751829, 58, 21.737831471110237, 89.33333333333333, 'Low Risk'),
(91656, 92, 19, '18:46.0', 36.30052825996494, 98.25487262086118, 112, 79, 30, 'Female', 81.09779591313014, 1.6191918749319436, 0.10127021445029676, 33, 30.932314651678205, 90, 'High Risk'),
(91657, 87, 16, '17:46.0', 37.18868081997422, 95.53447088025102, 121, 78, 37, 'Female', 81.95983665861164, 1.7294695652869594, 0.1215539950238791, 43, 27.401556730425842, 92.33333333333333, 'Low Risk'),
(91658, 62, 12, '16:46.0', 36.50142646467147, 96.19834146443598, 119, 89, 22, 'Female', 87.93711098406146, 1.7598252010644684, 0.14052963243658168, 30, 28.394428263242478, 99, 'Low Risk'),
(91659, 96, 18, '15:46.0', 36.77927207186676, 95.71451308033093, 129, 75, 66, 'Female', 93.77171308176244, 1.829943728050676, 0.091072618, 54, 28.002472528797192, 93, 'High Risk'),
(91660, 69, 18, '14:46.0', 37.00271023587484, 99.11666821792733, 134, 84, 27, 'Male', 84.07399289192637, 1.6747852867131987, 0.11871511627100831, 50, 29.973910066093303, 100.66666666666666, 'Low Risk'),
(91661, 97, 16, '13:46.0', 36.00974765807032, 96.85900091722038, 120, 85, 81, 'Female', 92.97186627640647, 1.9401637053604102, 0.12091463251930556, 35, 24.698739916024493, 96.66666666666667, 'High Risk'),
(91662, 93, 12, '12:46.0', 36.90853995917366, 99.52742988869093, 113, 74, 44, 'Female', 50.331412604560036, 1.8826095449951257, 0.081599402, 39, 14.200989521353524, 87, 'High Risk'),
(91663, 80, 13, '11:46.0', 36.18506659837666, 96.60784988, 113, 78, 63, 'Male', 95.04693110106592, 1.7071606434520006, 0.1344029348647064, 35, 32.61289248373686, 89.66666666666667, 'High Risk'),
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(91840, 67, 14, '14:46.0', 37.249363427402265, 97.42023321017624, 115, 70, 85, 'Male', 86.87492405615833, 1.6994012929285094, 0.10921182268179906, 45, 30.081712016597688, 85, 'High Risk'),
(91841, 97, 19, '13:46.0', 36.77029133072743, 95.09940804401623, 132, 71, 47, 'Female', 75.98999388, 1.7402555319095723, 0.10754444505104976, 61, 25.09171601415428, 91.33333333333333, 'High Risk'),
(91842, 68, 17, '12:46.0', 36.313721032990784, 99.14376751208557, 118, 80, 27, 'Male', 88.39924542439223, 1.7747697015809858, 0.13528815476682507, 38, 28.06496765361333, 92.66666666666667, 'Low Risk'),
(91843, 97, 13, '11:46.0', 36.36446274507374, 95.46666488567023, 121, 80, 61, 'Male', 76.54994872420465, 1.920189739078006, 0.12639993529416688, 41, 20.761398996786234, 93.66666666666667, 'High Risk'),
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(91848, 62, 16, '06:46.0', 36.96340275677694, 97.22960181393417, 120, 78, 79, 'Female', 78.27182244, 1.72165308, 0.14507157386128514, 42, 26.40670160905012, 92, 'Low Risk'),
(91849, 61, 16, '05:46.0', 36.36739614906646, 97.09418212121005, 111, 70, 83, 'Female', 97.29660428541914, 1.6884313048436388, 0.099969369, 41, 34.12957591914463, 83.66666666666667, 'High Risk'),
(91850, 66, 17, '04:46.0', 36.05422009376692, 95.92159936608797, 113, 76, 83, 'Male', 98.62538461057133, 1.6566134197859423, 0.076835028, 37, 35.93737567186765, 88.33333333333333, 'High Risk'),
(91851, 85, 14, '03:46.0', 36.9326923, 95.73741478215301, 128, 75, 22, 'Male', 98.97149113641159, 1.8439053066592375, 0.12817973866297777, 53, 29.10937528367768, 92.66666666666666, 'Low Risk'),
(91852, 65, 14, '02:46.0', 37.20452760593475, 95.85535841933239, 122, 79, 32, 'Female', 64.01227198478838, 1.9999554229716034, 0.14331776893831985, 43, 16.003781389264212, 93.33333333333333, 'High Risk'),
(91853, 89, 18, '01:46.0', 37.097920675246094, 98.37483200132147, 121, 80, 79, 'Male', 54.23087594532763, 1.7698193491653524, 0.093541897, 41, 17.31365429177132, 93.66666666666667, 'High Risk'),
(91854, 66, 12, '00:46.0', 37.215323287368236, 95.22420775888979, 113, 71, 18, 'Female', 91.30598800041156, 1.7671578944348905, 0.072354989, 42, 29.23805979053329, 85, 'Low Risk'),
(91855, 74, 19, '59:46.0', 36.27512837701508, 96.47518439724728, 123, 78, 81, 'Female', 90.94290180972587, 1.908450578428773, 0.10072158535893475, 45, 24.96933475632967, 93, 'Low Risk'),
(91856, 75, 17, '58:46.0', 36.287898648219226, 97.62229248439637, 110, 88, 67, 'Male', 93.81217371, 1.5885061518729284, 0.11892596150637265, 22, 37.177603977361144, 95.33333333333333, 'High Risk'),
(91857, 63, 12, '57:46.0', 36.61548112298237, 96.06092927976859, 133, 78, 72, 'Male', 90.51926455929186, 1.9727996950783204, 0.072749145, 55, 23.258142793167515, 96.33333333333333, 'Low Risk'),
(91858, 66, 16, '56:46.0', 37.317932101313815, 96.21323954818406, 121, 76, 85, 'Male', 55.40979715552993, 1.7465379731263193, 0.093631757, 45, 18.16479476431702, 91, 'High Risk'),
(91859, 88, 17, '55:46.0', 37.03002334808871, 97.53640274942548, 138, 84, 22, 'Male', 90.67550644907116, 1.9449568589784723, 0.076139984, 54, 23.97011096524445, 102, 'Low Risk'),
(91860, 79, 16, '54:46.0', 36.30653913760371, 99.50730876820434, 114, 75, 68, 'Female', 84.93693591, 1.920937556748743, 0.14323669555221713, 39, 23.018132969303103, 88, 'Low Risk'),
(91861, 84, 12, '53:46.0', 36.49336274, 97.88823317290088, 122, 75, 88, 'Female', 91.10658445761744, 1.6352100088938146, 0.12058668232822649, 47, 34.072397365992906, 90.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(91863, 78, 18, '51:46.0', 37.12621478551399, 95.98734582, 119, 89, 72, 'Female', 71.16793286037928, 1.576965187223593, 0.091823049, 30, 28.61805668, 99, 'Low Risk'),
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(91865, 66, 15, '49:46.0', 37.24914978787304, 98.13669503201122, 116, 76, 61, 'Male', 50.421117236067374, 1.5876709439721362, 0.068828288, 40, 20.002831242177404, 89.33333333333333, 'Low Risk'),
(91866, 84, 18, '48:46.0', 36.61015126969046, 99.51541912962065, 128, 82, 75, 'Male', 53.509415641455874, 1.5701758741537926, 0.14002637199780676, 46, 21.70369151625278, 97.33333333333333, 'Low Risk'),
(91867, 92, 16, '47:46.0', 36.47925676980444, 98.17317480207122, 136, 84, 47, 'Female', 62.55850317800737, 1.7144904244916477, 0.058746786, 52, 21.28218534506847, 101.33333333333333, 'High Risk'),
(91868, 97, 16, '46:46.0', 37.41952087, 99.24083444880279, 134, 77, 50, 'Male', 78.60256966892884, 1.7820123105242889, 0.13563317817354445, 57, 24.752287706144944, 96, 'High Risk'),
(91869, 74, 14, '45:46.0', 37.32109047236101, 98.40139200859205, 116, 78, 26, 'Female', 86.55181013, 1.6064626783332436, 0.1279880351413633, 38, 33.53782345892812, 90.66666666666667, 'High Risk'),
(91870, 85, 18, '44:46.0', 37.193341519106006, 98.81851384919601, 131, 71, 87, 'Female', 97.40942904457955, 1.8689892183212775, 0.051719362, 60, 27.886075936265698, 91, 'Low Risk'),
(91871, 99, 13, '43:46.0', 36.34257658979417, 99.06522885286289, 136, 89, 57, 'Male', 78.10415861437112, 1.5344666500325792, 0.12401098759247567, 47, 33.17105240042543, 104.66666666666667, 'High Risk'),
(91872, 68, 18, '42:46.0', 37.435603319557934, 98.32443691295306, 110, 72, 83, 'Male', 96.54694222918573, 1.9118978123204509, 0.051414734, 38, 26.41247938696486, 84.66666666666667, 'Low Risk'),
(91873, 75, 17, '41:46.0', 36.094106585329826, 99.68616584, 136, 79, 66, 'Female', 76.28479639438072, 1.6910629610515922, 0.11164921634242686, 57, 26.675860438867385, 98, 'Low Risk'),
(91874, 85, 17, '40:46.0', 36.19050805661645, 96.19459071, 136, 81, 62, 'Male', 59.07802308172213, 1.6488166074545036, 0.065179021, 55, 21.73107685969707, 99.33333333333333, 'Low Risk'),
(91875, 76, 18, '39:46.0', 36.92184977162124, 96.60785086, 112, 72, 28, 'Female', 82.03644162, 1.5161164095761104, 0.079634816, 40, 35.68960305220592, 85.33333333333333, 'High Risk'),
(91876, 74, 14, '38:46.0', 37.447761649611266, 98.46834764421851, 111, 87, 77, 'Female', 84.34282499113606, 1.6134327319132349, 0.12603976870717828, 24, 32.40010492837196, 95, 'High Risk'),
(91877, 63, 16, '37:46.0', 36.70955979980121, 95.73458354065936, 123, 70, 83, 'Female', 82.18920513, 1.6807794793512767, 0.059360929, 53, 29.093321490015853, 87.66666666666666, 'Low Risk'),
(91878, 85, 12, '36:46.0', 36.60541885742203, 97.56768177, 130, 88, 60, 'Female', 97.07977810001506, 1.6793442379463348, 0.10307053185703627, 42, 34.42304764766517, 102, 'High Risk'),
(91879, 79, 19, '35:46.0', 37.17182490609484, 96.86115632398123, 125, 88, 25, 'Male', 59.432304128528955, 1.5029377384931153, 0.081888209, 37, 26.31119591807707, 100.33333333333333, 'Low Risk'),
(91880, 63, 14, '34:46.0', 37.095384864033115, 95.18486778836659, 126, 77, 51, 'Male', 70.82964787306298, 1.5179007246768412, 0.071663544, 49, 30.74173298752807, 93.33333333333333, 'High Risk'),
(91881, 73, 13, '33:46.0', 36.281553693933034, 97.83725248879674, 137, 76, 81, 'Male', 73.30193153405433, 1.895713491125691, 0.06633636, 61, 20.397174764978168, 96.33333333333333, 'Low Risk'),
(91882, 73, 16, '32:46.0', 36.99783024864977, 97.54890240579311, 137, 84, 60, 'Male', 51.909900980600945, 1.6540705085790357, 0.1250540097956216, 53, 18.97326897816648, 101.66666666666666, 'Low Risk'),
(91883, 91, 16, '31:46.0', 36.72012990118452, 98.79321928511379, 126, 70, 40, 'Female', 92.07247775121134, 1.725252637756183, 0.058412097556044956, 56, 30.933170146698444, 88.66666666666666, 'High Risk'),
(91884, 74, 16, '30:46.0', 36.798867306746274, 98.14445983391442, 137, 70, 89, 'Male', 89.97849167993704, 1.9509293381243134, 0.064309402, 67, 23.640444022453035, 92.33333333333333, 'Low Risk'),
(91885, 98, 12, '29:46.0', 36.893102022333906, 96.68037421301636, 119, 84, 72, 'Male', 78.77495222086019, 1.9507558379899141, 0.14877630070898623, 35, 20.700570653971784, 95.66666666666667, 'High Risk'),
(91886, 81, 15, '28:46.0', 36.90125408, 98.34041754968034, 136, 84, 58, 'Male', 89.73913161465356, 1.7831806552021805, 0.13262610772561467, 52, 28.22222009988184, 101.33333333333333, 'Low Risk'),
(91887, 85, 18, '27:46.0', 37.31441536697049, 99.76305958331106, 117, 70, 40, 'Female', 54.02808723463371, 1.750546014520181, 0.089766114, 47, 17.630820762069746, 85.66666666666667, 'High Risk'),
(91888, 99, 17, '26:46.0', 37.30312460433036, 98.06897009034307, 111, 76, 72, 'Male', 60.937197239119456, 1.7394391704263958, 0.087295832, 35, 20.140209501848428, 87.66666666666667, 'High Risk'),
(91889, 85, 13, '25:46.0', 36.38795407824744, 96.83982113, 113, 85, 34, 'Female', 78.66451812855463, 1.825679728966246, 0.093770029, 28, 23.600961676887838, 94.33333333333333, 'Low Risk'),
(91890, 87, 12, '24:46.0', 36.30259933152025, 97.88503924039684, 138, 80, 82, 'Male', 56.42897042749487, 1.6561186565920587, 0.1351980784978657, 58, 20.57402329232826, 99.33333333333333, 'Low Risk'),
(91891, 99, 19, '23:46.0', 37.29173546626936, 96.36803534679066, 115, 80, 78, 'Male', 60.190093527409076, 1.6383433241647332, 0.073513752, 35, 22.424108519087373, 91.66666666666667, 'High Risk'),
(91892, 81, 17, '22:46.0', 37.18427356998936, 95.56042631613519, 135, 78, 62, 'Male', 77.15599167542307, 1.5013194089277324, 0.13879021270744907, 57, 34.23130525, 97, 'High Risk'),
(91893, 65, 18, '21:46.0', 36.90656152362602, 98.83832532974172, 115, 79, 45, 'Female', 53.96753453, 1.826513919487675, 0.1497465836723908, 36, 16.17657611629106, 91, 'High Risk'),
(91894, 83, 18, '20:46.0', 36.55694543705062, 97.80012824654582, 121, 70, 68, 'Female', 51.860824948738106, 1.6521364507899325, 0.051808619, 51, 18.999737231949116, 87, 'Low Risk'),
(91895, 78, 16, '19:46.0', 36.121361042038934, 98.19246829653112, 133, 81, 40, 'Male', 83.06585853047108, 1.8416091055321535, 0.086745447, 52, 24.492191752306336, 98.33333333333333, 'Low Risk'),
(91896, 61, 19, '18:46.0', 36.97371181171518, 98.32464675385933, 127, 85, 41, 'Male', 51.375015365869494, 1.633944859777102, 0.083390053, 42, 19.24319461, 99, 'Low Risk'),
(91897, 65, 15, '17:46.0', 37.483248334768895, 95.09505173315169, 127, 79, 76, 'Female', 61.819850780436965, 1.9869536120208044, 0.068235042, 48, 15.658584356814869, 95, 'High Risk'),
(91898, 67, 17, '16:46.0', 36.82088925454315, 98.84110012963876, 112, 76, 51, 'Male', 74.00915567683427, 1.7549715892666238, 0.1471325908936609, 36, 24.02952960523361, 88, 'Low Risk'),
(91899, 60, 16, '15:46.0', 36.14708624566258, 99.34703030792001, 128, 75, 38, 'Female', 71.53501353410255, 1.971435903812686, 0.11678404371080699, 53, 18.40574243458342, 92.66666666666666, 'High Risk'),
(91900, 71, 13, '14:46.0', 36.92196004275573, 96.61392892899669, 128, 87, 54, 'Female', 67.69690369885117, 1.5996381187898416, 0.050615887787447834, 41, 26.45606909686703, 100.66666666666667, 'Low Risk'),
(91901, 73, 15, '13:46.0', 37.36700215160468, 97.05838431838589, 129, 84, 41, 'Female', 54.97121055123368, 1.919516171347124, 0.14939994026414005, 45, 14.919413483968066, 99, 'High Risk'),
(91902, 61, 18, '12:46.0', 36.656918039472345, 98.92991783821495, 117, 86, 87, 'Male', 79.33916774624097, 1.5582019544899015, 0.054354626147036934, 31, 32.676847474841914, 96.33333333333333, 'High Risk'),
(91903, 85, 17, '11:46.0', 36.601687304217585, 98.91051249830402, 139, 76, 48, 'Female', 59.955941843255104, 1.5485165169969992, 0.11561113082770944, 63, 25.00348502693239, 97, 'Low Risk'),
(91904, 95, 12, '10:46.0', 36.71489199617794, 95.46333118477541, 128, 84, 30, 'Male', 79.27123332976856, 1.594943079572156, 0.11015757452600804, 44, 31.16199388926774, 98.66666666666667, 'High Risk'),
(91905, 97, 18, '09:46.0', 37.02394458088391, 97.71409825174506, 133, 75, 68, 'Female', 95.68468980031541, 1.8640479249984427, 0.14096079650756743, 58, 27.53774064592867, 94.33333333333333, 'High Risk'),
(91906, 95, 18, '08:46.0', 37.264570029323956, 99.78681372756971, 138, 72, 84, 'Male', 65.80058742486639, 1.9123126961863006, 0.10878407825648423, 66, 17.993346940321516, 94, 'High Risk'),
(91907, 71, 16, '07:46.0', 37.31786259936735, 96.14272659671944, 126, 77, 27, 'Female', 83.25113525026163, 1.8581195310550145, 0.1130083128121986, 49, 24.11253482242278, 93.33333333333333, 'Low Risk'),
(91908, 93, 13, '06:46.0', 36.379710475700016, 96.89150751742945, 124, 89, 27, 'Male', 61.45256356273523, 1.6703170378905967, 0.10365810811634035, 35, 22.02633207407763, 100.66666666666667, 'High Risk'),
(91909, 87, 13, '05:46.0', 36.31360748299367, 99.86368914, 138, 87, 71, 'Female', 76.30981100233214, 1.8554684854044332, 0.14768066502621913, 51, 22.165279557569143, 104, 'Low Risk'),
(91910, 99, 12, '04:46.0', 37.0203315, 98.68565369475175, 133, 72, 45, 'Male', 94.34787913654007, 1.9270325111022992, 0.069719175, 61, 25.40703925341946, 92.33333333333333, 'High Risk'),
(91911, 69, 18, '03:46.0', 36.76745636094421, 96.55745877262636, 128, 88, 34, 'Female', 55.03150024638795, 1.809919197616375, 0.13151344563677547, 40, 16.799369381278986, 101.33333333333333, 'High Risk'),
(91912, 71, 14, '02:46.0', 37.379883390873644, 99.52693169259659, 112, 87, 28, 'Female', 90.32033070639542, 1.9808831902124797, 0.089574185, 25, 23.018010610221733, 95.33333333333333, 'Low Risk'),
(91913, 79, 13, '01:46.0', 36.98569381037278, 95.27122864113139, 132, 86, 67, 'Male', 99.92787119480215, 1.733340473204868, 0.086230013, 46, 33.25974229530315, 101.33333333333333, 'High Risk'),
(91914, 61, 18, '00:46.0', 36.39356534388492, 96.58230591126762, 114, 80, 82, 'Female', 61.245054624433735, 1.5543234067251546, 0.064148768, 34, 25.350600544677135, 91.33333333333333, 'Low Risk'),
(91915, 66, 19, '59:46.0', 36.71318594462042, 98.20392628, 125, 81, 25, 'Female', 99.80302706, 1.758289107773935, 0.1305161565663026, 44, 32.282201376184474, 95.66666666666667, 'High Risk'),
(91916, 62, 17, '58:46.0', 37.368900231420746, 97.61289038459728, 137, 81, 88, 'Female', 99.59085899870522, 1.93559679, 0.069545116, 56, 26.582124751141453, 99.66666666666666, 'Low Risk'),
(91917, 76, 12, '57:46.0', 36.99149028733882, 99.05450260713259, 127, 88, 39, 'Male', 73.65306884982567, 1.5963499972757897, 0.11231592529553547, 39, 28.902447121380135, 101, 'Low Risk'),
(91918, 75, 15, '56:46.0', 36.704493097564566, 95.29344231390259, 123, 73, 27, 'Male', 73.23760462550754, 1.5482439597580264, 0.078603261, 50, 30.55310430789019, 89.66666666666666, 'High Risk'),
(91919, 61, 17, '55:46.0', 37.45077889555575, 96.51175663987138, 125, 75, 27, 'Female', 77.31552531250395, 1.8085157308836193, 0.14491128973201292, 50, 23.638620562514433, 91.66666666666666, 'Low Risk'),
(91920, 87, 18, '54:46.0', 37.43486743459181, 97.51782490712982, 120, 80, 61, 'Female', 56.956890415883066, 1.9635866567651763, 0.1399014057039032, 40, 14.772232224039412, 93.33333333333333, 'High Risk'),
(91921, 99, 19, '53:46.0', 36.023645810887224, 97.69662635743678, 134, 89, 57, 'Male', 90.60083218780925, 1.8701081024168282, 0.056220089272489754, 45, 25.90590467244814, 104, 'High Risk'),
(91922, 63, 16, '52:46.0', 36.256149156774654, 97.51698431610478, 116, 81, 87, 'Male', 97.42407460674457, 1.7442026782185618, 0.07160291, 35, 32.02376508405209, 92.66666666666667, 'High Risk'),
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(92102, 92, 18, '52:46.0', 36.62346071518326, 95.18395542645212, 113, 83, 56, 'Female', 86.75449149367464, 1.902331244187677, 0.064933846, 30, 23.97285103706195, 93, 'High Risk'),
(92103, 99, 15, '51:46.0', 36.33603007168956, 97.05165511060225, 130, 73, 35, 'Female', 77.01244952945194, 1.5836178730787678, 0.10494829908782449, 57, 30.708609219857166, 92, 'High Risk'),
(92104, 74, 13, '50:46.0', 36.186279823856445, 96.18985964, 138, 78, 69, 'Female', 95.80708367273536, 1.556142933070547, 0.058386214, 60, 39.56385950829909, 98, 'High Risk'),
(92105, 63, 12, '49:46.0', 36.191104896904676, 97.76052061372245, 133, 73, 76, 'Male', 54.280312795069015, 1.7935209226567472, 0.1051600588231417, 60, 16.87444302144372, 93, 'High Risk'),
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(92111, 76, 15, '43:46.0', 36.81891138983652, 98.72860501667702, 112, 86, 25, 'Female', 75.25624382752808, 1.7672042529378051, 0.12787838062676693, 26, 24.097336487636696, 94.66666666666667, 'Low Risk'),
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(92113, 99, 19, '41:46.0', 36.990465163063746, 99.70422644738383, 133, 84, 33, 'Female', 99.63020970545597, 1.9201319075038659, 0.11508893936876544, 49, 27.022710927089555, 100.33333333333333, 'High Risk'),
(92114, 81, 17, '40:46.0', 36.611852081861954, 99.51126073738196, 116, 78, 42, 'Male', 86.80220386301147, 1.7087701143674079, 0.069684501, 38, 29.72784803324192, 90.66666666666667, 'Low Risk'),
(92115, 71, 17, '39:46.0', 36.94170063, 96.87884624, 123, 87, 60, 'Male', 64.26513703277989, 1.8389129979048289, 0.11470625813507572, 36, 19.00435230806839, 99, 'Low Risk'),
(92116, 72, 17, '38:46.0', 36.086316105380995, 95.46537285522717, 133, 88, 41, 'Male', 94.58525109522557, 1.843377706436399, 0.070625604, 45, 27.835226483591807, 103, 'Low Risk'),
(92117, 61, 13, '37:46.0', 37.01949827846983, 99.52621892055689, 131, 88, 51, 'Male', 58.57188258889486, 1.7477355181124763, 0.098071597, 43, 19.17510535083884, 102.33333333333333, 'Low Risk'),
(92118, 91, 14, '36:46.0', 37.419606129423585, 97.39667969923384, 132, 73, 61, 'Female', 99.81768716239638, 1.5840854345474313, 0.09680139, 59, 39.778673935364246, 92.66666666666666, 'High Risk'),
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(92120, 89, 15, '34:46.0', 36.15683198924862, 97.86397895670275, 127, 76, 67, 'Female', 97.53316329435964, 1.5334511147158731, 0.085920483, 51, 41.47748728065742, 93, 'High Risk'),
(92121, 92, 15, '33:46.0', 36.72930193560137, 96.60755154912212, 118, 72, 62, 'Male', 89.69711693, 1.6555571654371555, 0.065385824, 46, 32.72578867, 87.33333333333333, 'High Risk'),
(92122, 93, 12, '32:46.0', 36.46746831917443, 99.04587992702541, 115, 77, 87, 'Female', 50.88714479201792, 1.5717074860799507, 0.1129975843486658, 38, 20.599877625628075, 89.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(92124, 75, 14, '30:46.0', 36.207018963094576, 98.19899768700927, 137, 78, 71, 'Female', 77.67737046, 1.6493261944905755, 0.099980451, 59, 28.554949894702126, 97.66666666666666, 'Low Risk'),
(92125, 99, 17, '29:46.0', 37.05664762627149, 95.21648488835598, 129, 86, 68, 'Male', 92.98101587878875, 1.885464924019625, 0.11029023617884767, 43, 26.155159443889836, 100.33333333333333, 'High Risk'),
(92126, 81, 13, '28:46.0', 36.30819657, 97.57113136681376, 134, 81, 58, 'Male', 95.28725324574638, 1.5417357402983853, 0.1108872242354896, 53, 40.08804964727008, 98.66666666666666, 'High Risk'),
(92127, 71, 12, '27:46.0', 36.11986899801061, 95.02311102950344, 128, 85, 25, 'Male', 58.79918273697457, 1.9607907368666175, 0.074627363, 43, 15.293567232327486, 99.33333333333333, 'High Risk'),
(92128, 68, 12, '26:46.0', 36.24421771166795, 96.10586754402807, 135, 84, 77, 'Female', 53.55082331, 1.9534648885592816, 0.12704702315274108, 51, 14.033142422557406, 101, 'High Risk'),
(92129, 90, 13, '25:46.0', 36.14591705167188, 96.85776131565687, 124, 78, 32, 'Female', 77.22093763115501, 1.947503998826615, 0.080989441, 46, 20.360027226810946, 93.33333333333333, 'Low Risk'),
(92130, 87, 19, '24:46.0', 36.44145228038715, 96.18096853448837, 128, 72, 66, 'Male', 89.74752935512785, 1.9575068339758872, 0.088703448, 56, 23.421565928515367, 90.66666666666666, 'Low Risk'),
(92131, 69, 13, '23:46.0', 37.20543988863642, 99.88713892178758, 117, 78, 30, 'Male', 57.816367354392334, 1.615474803334251, 0.050628182, 39, 22.153911872480883, 91, 'Low Risk'),
(92132, 73, 16, '22:46.0', 36.33343441296378, 99.57299029351563, 132, 79, 69, 'Female', 63.222223534469556, 1.864446735895622, 0.091388131, 53, 18.187365906927237, 96.66666666666666, 'High Risk'),
(92133, 89, 17, '21:46.0', 36.43308015162936, 97.33695316172428, 126, 73, 85, 'Female', 83.57887102, 1.6908651525628664, 0.055290845, 53, 29.233347755974034, 90.66666666666666, 'Low Risk'),
(92134, 85, 14, '20:46.0', 36.05922326571818, 97.53828569, 121, 78, 67, 'Male', 92.76537668, 1.8139266381312757, 0.1259328146210883, 43, 28.193336520243495, 92.33333333333333, 'Low Risk'),
(92135, 88, 12, '19:46.0', 37.19091851807806, 98.55357833713342, 137, 88, 79, 'Female', 76.14455907423141, 1.7084285090913576, 0.10986095177450472, 49, 26.08826853315578, 104.33333333333333, 'Low Risk'),
(92136, 84, 18, '18:46.0', 37.34055168722304, 95.12245694386154, 127, 77, 61, 'Female', 96.95912157031651, 1.968669441944529, 0.13646244568563026, 50, 25.017451812111446, 93.66666666666666, 'Low Risk'),
(92137, 76, 18, '17:46.0', 36.29326418384753, 99.21969708372423, 131, 71, 44, 'Male', 98.23768951539611, 1.7821279423235818, 0.069366898, 60, 30.93145719697975, 91, 'High Risk'),
(92138, 79, 14, '16:46.0', 37.44095418, 99.92381738886515, 118, 73, 76, 'Female', 59.16389228499056, 1.7812953843495922, 0.076186776, 45, 18.645964479941703, 88, 'Low Risk'),
(92139, 61, 13, '15:46.0', 37.337828495860144, 98.683247, 127, 78, 36, 'Male', 55.14085668629394, 1.8615268467334847, 0.1297100867362579, 49, 15.912371196966005, 94.33333333333333, 'High Risk'),
(92140, 69, 18, '14:46.0', 36.030572562928505, 99.43446975, 133, 86, 83, 'Male', 69.91456020532705, 1.844478162464561, 0.1410939758288931, 47, 20.550414902203727, 101.66666666666667, 'Low Risk'),
(92141, 95, 16, '13:46.0', 36.10277464332323, 96.03678513, 132, 86, 76, 'Female', 79.38315249218503, 1.7679317257595388, 0.14368419965405682, 46, 25.397873927152304, 101.33333333333333, 'High Risk'),
(92142, 89, 12, '12:46.0', 36.002051139876336, 95.72335503, 118, 87, 20, 'Female', 83.84952161, 1.6478625669929319, 0.076412984, 31, 30.878671859766545, 97.33333333333333, 'High Risk'),
(92143, 92, 15, '11:46.0', 36.08769783335417, 99.68787379821846, 122, 80, 81, 'Male', 98.29022934955255, 1.914627724494446, 0.10798112450885558, 42, 26.812768697418655, 94, 'High Risk'),
(92144, 90, 16, '10:46.0', 37.08138271181316, 98.09552096367368, 116, 71, 72, 'Female', 79.18926958, 1.5779161323228728, 0.10758445455533189, 45, 31.805227362399744, 86, 'High Risk'),
(92145, 83, 12, '09:46.0', 37.08074847, 98.53054632, 110, 75, 63, 'Male', 97.81520309878746, 1.5103228808829807, 0.12456219673162497, 35, 42.88118291980102, 86.66666666666667, 'High Risk'),
(92146, 72, 18, '08:46.0', 37.19044654086704, 99.19425732289119, 139, 80, 28, 'Female', 96.96833171072578, 1.6569001447288765, 0.082686897, 59, 35.32134657837172, 99.66666666666666, 'High Risk'),
(92147, 81, 19, '07:46.0', 37.10645074487221, 97.97099499286037, 136, 88, 79, 'Female', 56.50283802, 1.9330609407274162, 0.079374716, 48, 15.120953258021903, 104, 'High Risk'),
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(92149, 97, 15, '05:46.0', 36.233402385691086, 99.82194387475563, 117, 81, 38, 'Female', 50.24676655454179, 1.5556063397140174, 0.1125487180916721, 36, 20.763889583990974, 93, 'High Risk'),
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(92151, 63, 13, '03:46.0', 37.302711368734826, 95.29195766187716, 113, 88, 50, 'Male', 62.61378185577966, 1.5325631585841797, 0.095023707, 25, 26.658344333405612, 96.33333333333333, 'Low Risk'),
(92152, 67, 18, '02:46.0', 36.086179326522505, 95.66442745287453, 139, 76, 62, 'Female', 98.18578730415857, 1.8393903882491065, 0.095385574, 63, 29.02022674315423, 97, 'Low Risk'),
(92153, 83, 19, '01:46.0', 36.94134539905112, 96.49646645794316, 110, 71, 30, 'Female', 52.69731678, 1.7065819469252568, 0.1282823954295355, 39, 18.093984264005933, 84, 'High Risk'),
(92154, 88, 16, '00:46.0', 37.225669234924986, 98.94578498690736, 114, 87, 39, 'Male', 75.91244804, 1.8668731393938014, 0.11359262336616441, 27, 21.781279232880316, 96, 'Low Risk'),
(92155, 62, 13, '59:46.0', 36.55552406354579, 96.78532077533067, 135, 83, 58, 'Male', 51.149010700096056, 1.7492300290202658, 0.1498056091553554, 52, 16.716424442659676, 100.33333333333333, 'High Risk'),
(92156, 60, 15, '58:46.0', 37.14724850572035, 97.35469934410692, 130, 70, 61, 'Female', 99.70943558, 1.6543825410319601, 0.1310059692795743, 60, 36.43043704434269, 90, 'High Risk'),
(92157, 66, 19, '57:46.0', 36.06257516821053, 95.68207549, 120, 81, 43, 'Male', 85.42612843044094, 1.540231058383462, 0.06036278, 39, 36.00965587902635, 94, 'High Risk'),
(92158, 62, 13, '56:46.0', 36.24433040380324, 96.46753559322296, 117, 72, 23, 'Female', 82.7734704, 1.9049778034421025, 0.12648169497698059, 45, 22.809266769564605, 87, 'Low Risk'),
(92159, 60, 15, '55:46.0', 37.20417545202328, 95.09964021, 120, 78, 30, 'Male', 64.70690879280633, 1.9777160628706314, 0.14914630247044164, 42, 16.543323841067338, 92, 'High Risk'),
(92160, 95, 19, '54:46.0', 36.905674251275244, 95.74558946780618, 131, 81, 74, 'Male', 81.44444441264483, 1.8330025740691274, 0.055158851347099615, 50, 24.24015069, 97.66666666666666, 'High Risk'),
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(92162, 88, 17, '52:46.0', 36.254054802026296, 96.78784238464239, 134, 73, 81, 'Male', 60.833006676035964, 1.9376420913556966, 0.078412656, 61, 16.202877996596293, 93.33333333333333, 'High Risk'),
(92163, 83, 19, '51:46.0', 36.816287553862246, 97.73053985854662, 130, 71, 25, 'Male', 63.752610902163454, 1.6682190447371532, 0.089787393, 59, 22.908245341352515, 90.66666666666666, 'Low Risk'),
(92164, 88, 17, '50:46.0', 36.00088988816307, 99.21670097, 134, 80, 77, 'Female', 75.31664079913509, 1.920744223562207, 0.092645459, 54, 20.41511686025093, 98, 'Low Risk'),
(92165, 98, 15, '49:46.0', 37.046797371660425, 95.44789191135322, 139, 83, 68, 'Female', 50.770762033715776, 1.933491249638333, 0.1201672726272084, 56, 13.58092216018326, 101.66666666666666, 'High Risk'),
(92166, 86, 15, '48:46.0', 36.357685624896654, 97.17856351137706, 117, 70, 66, 'Female', 92.46277644725456, 1.7604973285088763, 0.097744713, 47, 29.83294925632354, 85.66666666666667, 'Low Risk'),
(92167, 64, 15, '47:46.0', 36.29460097608791, 99.07453566065038, 122, 70, 26, 'Male', 70.76205657, 1.5394452351214902, 0.10521756048441111, 52, 29.858773126035103, 87.33333333333333, 'Low Risk'),
(92168, 80, 14, '46:46.0', 37.05527412707149, 97.10483984865446, 114, 75, 67, 'Male', 89.39539825430899, 1.5902136313081257, 0.10591261028877061, 39, 35.351204812393554, 88, 'High Risk'),
(92169, 71, 18, '45:46.0', 36.14185802754125, 99.5645061, 125, 83, 39, 'Female', 73.92536779505917, 1.5257870535779383, 0.11666898445875547, 42, 31.754526614376626, 97, 'High Risk'),
(92170, 89, 19, '44:46.0', 37.05493481029802, 97.34802073563239, 138, 83, 37, 'Female', 56.40593698436674, 1.5742181693051414, 0.089629274, 55, 22.761190657002302, 101.33333333333333, 'Low Risk'),
(92171, 84, 14, '43:46.0', 37.14774158224297, 95.50003499585776, 138, 87, 32, 'Female', 91.39959825483376, 1.6042425541323615, 0.098238159, 51, 35.514378774969835, 104, 'High Risk'),
(92172, 71, 17, '42:46.0', 37.01588891, 97.69908233749447, 137, 83, 86, 'Male', 61.762316275951896, 1.5995750871850265, 0.051906927, 54, 24.138724159385667, 101, 'Low Risk'),
(92173, 69, 17, '41:46.0', 36.73640092117585, 96.30311035, 110, 80, 20, 'Male', 81.59117561825366, 1.8135013490732765, 0.07349578, 30, 24.808895215267544, 90, 'Low Risk'),
(92174, 92, 15, '40:46.0', 36.860572702327794, 99.77408526154329, 113, 80, 41, 'Male', 58.282864160827316, 1.722808696586621, 0.12766740896177228, 33, 19.636621774180277, 91, 'High Risk'),
(92175, 69, 17, '39:46.0', 36.54160781541008, 95.43922456760336, 122, 74, 45, 'Male', 51.102779575327844, 1.518881739869209, 0.1004094635922238, 48, 22.15116646673766, 90, 'Low Risk'),
(92176, 87, 16, '38:46.0', 37.242072668924656, 97.49764433448348, 112, 75, 33, 'Male', 73.55581178179065, 1.998645614929473, 0.076483206, 37, 18.41388399059686, 87.33333333333333, 'High Risk'),
(92177, 69, 13, '37:46.0', 37.10633619780616, 98.51496975669005, 123, 89, 23, 'Female', 86.17098747560394, 1.7848543367718328, 0.09885281, 34, 27.04926771, 100.33333333333333, 'Low Risk'),
(92178, 65, 14, '36:46.0', 36.75860660979378, 97.19946484349626, 130, 80, 58, 'Female', 69.24958875, 1.510586918127567, 0.11366313655760736, 50, 30.347698444935922, 96.66666666666666, 'High Risk'),
(92179, 96, 14, '35:46.0', 37.031209381569845, 96.46476363600256, 117, 80, 35, 'Female', 52.13591017839187, 1.908729993130994, 0.13406762320752919, 37, 14.310274482119173, 92.33333333333333, 'High Risk'),
(92180, 83, 16, '34:46.0', 36.28109037548093, 99.12147871, 123, 76, 89, 'Female', 52.18712076535847, 1.776792873520054, 0.11816122090036192, 47, 16.530642343517655, 91.66666666666667, 'High Risk'),
(92181, 84, 13, '33:46.0', 37.31522956699584, 95.81485792408063, 128, 85, 89, 'Female', 78.54509766078087, 1.7609684341074556, 0.094863566, 43, 25.328877388321644, 99.33333333333333, 'Low Risk'),
(92182, 69, 12, '32:46.0', 36.95925047, 99.12633669924206, 137, 78, 41, 'Female', 71.04318584, 1.7614090036966648, 0.092226928, 59, 22.898234814420967, 97.66666666666666, 'Low Risk'),
(92183, 64, 15, '31:46.0', 36.94241402655509, 97.32407843074955, 120, 74, 55, 'Male', 96.40920454, 1.7246259280793992, 0.08911061, 46, 32.41370517133749, 89.33333333333333, 'High Risk'),
(92184, 93, 18, '30:46.0', 37.20947833670662, 99.35521398, 135, 88, 40, 'Female', 75.59760597543544, 1.7063878907411345, 0.12381774399586941, 47, 25.962859399971915, 103.66666666666667, 'High Risk'),
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(92360, 83, 14, '34:46.0', 36.919825437361666, 98.90817554860618, 126, 76, 67, 'Male', 98.51903756837453, 1.9784167530888626, 0.093620161, 50, 25.170080161176497, 92.66666666666666, 'Low Risk'),
(92361, 92, 16, '33:46.0', 37.38088097624202, 96.61403431757424, 131, 83, 85, 'Male', 65.53661826997393, 1.6073242478207328, 0.097920239, 48, 25.367462956844317, 99, 'High Risk'),
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(92363, 85, 19, '31:46.0', 37.24182892181794, 99.27303452881776, 131, 83, 77, 'Male', 98.87547197609558, 1.900730596020598, 0.14977749866076984, 48, 27.368275840642884, 99, 'Low Risk'),
(92364, 74, 16, '30:46.0', 36.322454569657644, 97.79460831135454, 118, 89, 64, 'Male', 82.23532796805017, 1.9111407470734907, 0.070790851, 29, 22.515058753136444, 98.66666666666667, 'Low Risk'),
(92365, 91, 17, '29:46.0', 37.39195431946569, 95.79692312778593, 136, 80, 80, 'Male', 61.87028851917567, 1.5743840540375837, 0.065089501, 56, 24.96093081001632, 98.66666666666666, 'High Risk'),
(92366, 87, 16, '28:46.0', 36.462744359684955, 98.45843389277216, 123, 75, 34, 'Male', 69.46976219896494, 1.5144009553710145, 0.1176770086378853, 48, 30.291031484249125, 91, 'High Risk'),
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(92371, 95, 18, '23:46.0', 37.333497651660736, 99.73847769, 126, 82, 79, 'Male', 50.584108128651714, 1.9706065310395855, 0.096932957, 44, 13.026095610616583, 96.66666666666667, 'High Risk'),
(92372, 70, 19, '22:46.0', 37.46083612, 98.90764602651748, 121, 83, 60, 'Female', 97.60854510164293, 1.5769883183629974, 0.11133594057912614, 38, 39.249207029827865, 95.66666666666667, 'High Risk'),
(92373, 85, 16, '21:46.0', 36.98023290732039, 98.47790111, 125, 88, 46, 'Female', 51.96248401518996, 1.9746458891006669, 0.1336638091286106, 37, 13.326357295865872, 100.33333333333333, 'High Risk'),
(92374, 85, 18, '20:46.0', 36.46391144214092, 95.41910238081692, 130, 78, 80, 'Male', 52.52546082, 1.6637819905662004, 0.12591952709881438, 52, 18.974792410441083, 95.33333333333333, 'Low Risk'),
(92375, 62, 13, '19:46.0', 37.101960435806696, 96.21849606, 120, 72, 46, 'Female', 98.11792832351625, 1.612031864, 0.1449237205750865, 48, 37.75731695714101, 88, 'High Risk'),
(92376, 90, 12, '18:46.0', 36.372221556714734, 98.92101341137443, 118, 89, 89, 'Female', 90.11650900556123, 1.9028764238354263, 0.11387070004033346, 29, 24.88760977756656, 98.66666666666667, 'Low Risk'),
(92377, 76, 16, '17:46.0', 36.069894510534844, 98.92748891, 138, 78, 40, 'Male', 99.35690622528931, 1.6794900747003414, 0.1073666512051076, 60, 35.22436532648269, 98, 'High Risk'),
(92378, 66, 17, '16:46.0', 36.06193113172308, 95.75275834317549, 138, 86, 83, 'Female', 84.69093404675365, 1.927805435732147, 0.080044057, 52, 22.788226199927127, 103.33333333333333, 'Low Risk'),
(92379, 89, 19, '15:46.0', 36.87515651305889, 95.73418093491036, 127, 73, 86, 'Male', 93.86430755968395, 1.655538538979692, 0.08142835, 54, 34.246949278507834, 91, 'High Risk'),
(92380, 84, 12, '14:46.0', 37.02682922322128, 96.88026673, 139, 82, 89, 'Female', 68.03385035443463, 1.8070914426513678, 0.10502631352450054, 57, 20.833622555285295, 101, 'Low Risk'),
(92381, 91, 18, '13:46.0', 36.88152979801924, 96.81548725, 112, 83, 27, 'Male', 76.47196468692542, 1.9314450745806013, 0.11287401647832654, 29, 20.499228819478994, 92.66666666666667, 'High Risk'),
(92382, 95, 12, '12:46.0', 36.67867729, 97.30735383, 123, 76, 82, 'Male', 95.73745601272894, 1.600278894236738, 0.056679411, 47, 37.38440974857118, 91.66666666666667, 'High Risk'),
(92383, 99, 13, '11:46.0', 36.098648443774046, 96.73627198815241, 130, 82, 75, 'Female', 68.45859404497244, 1.7755403829101915, 0.094950867, 48, 21.715351670314902, 98, 'High Risk'),
(92384, 96, 17, '10:46.0', 37.18087904279803, 95.06913006516297, 122, 73, 45, 'Female', 54.151706163353595, 1.7381885710851424, 0.073544906, 49, 17.923316112255282, 89.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(92386, 87, 13, '08:46.0', 36.32537983487575, 96.09706997, 136, 83, 45, 'Male', 56.58459403684685, 1.9611010734138739, 0.0774558, 53, 14.71289886268873, 100.66666666666666, 'High Risk'),
(92387, 70, 12, '07:46.0', 36.83961267085206, 99.83786546778853, 111, 79, 60, 'Male', 60.31851860027145, 1.5838206909425265, 0.056949614, 32, 24.045767432714246, 89.66666666666667, 'Low Risk'),
(92388, 72, 14, '06:46.0', 36.18360540377899, 96.58841670202874, 117, 85, 69, 'Male', 92.59458754594397, 1.972348365280411, 0.12830428843356875, 32, 23.802268644100693, 95.66666666666667, 'Low Risk'),
(92389, 76, 12, '05:46.0', 37.40020246405157, 96.16025131894648, 112, 75, 38, 'Male', 60.48491836715524, 1.7900952279874058, 0.084253889, 37, 18.875341995011404, 87.33333333333333, 'Low Risk'),
(92390, 99, 16, '04:46.0', 37.12437641132018, 97.20616153962158, 115, 88, 30, 'Female', 67.66944033806917, 1.5329266226443616, 0.086299493, 27, 28.797172713950207, 97, 'High Risk'),
(92391, 79, 16, '03:46.0', 36.94012988397989, 95.65288352, 119, 89, 81, 'Female', 81.14753990251697, 1.8743276972546647, 0.11358964451368414, 30, 23.09852842025343, 99, 'Low Risk'),
(92392, 65, 17, '02:46.0', 36.406415881368424, 96.96917129172458, 126, 75, 75, 'Female', 56.750688807791725, 1.6603653852048832, 0.12667227236087497, 51, 20.585612602553848, 92, 'Low Risk'),
(92393, 63, 13, '01:46.0', 37.347949636945444, 97.97240799571833, 132, 89, 35, 'Female', 55.178995844942264, 1.7854585335025552, 0.1045047598694557, 43, 17.30909080077021, 103.33333333333333, 'High Risk'),
(92394, 73, 16, '00:46.0', 36.31681324608088, 96.81091686, 131, 88, 62, 'Female', 53.15994404678578, 1.5112067195136567, 0.14949724091121347, 43, 23.277522932515765, 102.33333333333333, 'Low Risk'),
(92395, 80, 17, '59:46.0', 37.08827165569764, 96.67928632190026, 135, 77, 30, 'Male', 72.91467891271088, 1.7602231677704745, 0.127087801, 58, 23.53311960407216, 96.33333333333333, 'Low Risk'),
(92396, 71, 18, '58:46.0', 36.98115680940741, 99.02336960258488, 125, 73, 36, 'Male', 72.21949540063977, 1.8837753108207245, 0.085987337, 52, 20.35149175896139, 90.33333333333333, 'Low Risk'),
(92397, 62, 13, '57:46.0', 37.222140656420706, 99.56685048172763, 139, 79, 53, 'Female', 86.19757650271494, 1.5226359601995296, 0.12449055875005557, 60, 37.17944400277747, 99, 'High Risk'),
(92398, 62, 16, '56:46.0', 37.03335939948656, 95.40500596378739, 113, 80, 42, 'Male', 94.81366883751066, 1.7306176333114769, 0.081861312, 33, 31.656923238320918, 91, 'High Risk'),
(92399, 67, 16, '55:46.0', 36.41676136516234, 95.83800128733127, 120, 71, 34, 'Female', 56.58350927725325, 1.7388460053672903, 0.064580134, 49, 18.714043502355597, 87.33333333333333, 'Low Risk'),
(92400, 89, 12, '54:46.0', 36.326615738505524, 96.63763607531442, 138, 76, 88, 'Female', 87.67232456759751, 1.802678603101241, 0.083563101, 62, 26.979004085526277, 96.66666666666666, 'Low Risk'),
(92401, 98, 14, '53:46.0', 37.15655538677393, 95.25236782147658, 118, 82, 72, 'Female', 62.52618702312338, 1.7640504970420987, 0.14007586024598512, 36, 20.092774928017768, 94, 'High Risk'),
(92402, 71, 17, '52:46.0', 37.479491423755434, 96.44074933287176, 136, 83, 47, 'Female', 68.16898173037134, 1.7175240284270576, 0.12621521458957982, 53, 23.109000584190092, 100.66666666666666, 'Low Risk'),
(92403, 97, 16, '51:46.0', 36.57579315549206, 98.85475873, 114, 81, 60, 'Male', 67.37571136972836, 1.6110064975845397, 0.14013900219503989, 33, 25.96024456522679, 92, 'High Risk'),
(92404, 65, 19, '50:46.0', 36.58416050890549, 96.79418361738428, 116, 83, 84, 'Male', 58.869475687926816, 1.9590553196108653, 0.12146099635256319, 33, 15.338990143780435, 94, 'High Risk'),
(92405, 66, 18, '49:46.0', 37.26128919010679, 97.15937103, 125, 82, 25, 'Male', 86.09680372138592, 1.956635145776855, 0.11463636967204056, 43, 22.48885418150795, 96.33333333333333, 'Low Risk'),
(92406, 77, 18, '48:46.0', 37.17917088717359, 99.06761618813219, 131, 84, 26, 'Female', 64.08791673105848, 1.6472805137886724, 0.12217037166734294, 47, 23.617886563120145, 99.66666666666667, 'Low Risk'),
(92407, 83, 18, '47:46.0', 36.12513128013081, 96.77737772576305, 138, 75, 77, 'Female', 68.58388474331383, 1.9471665133476386, 0.12068661022944918, 63, 18.089055725098326, 96, 'High Risk'),
(92408, 66, 12, '46:46.0', 36.12664155337904, 98.73359954747477, 124, 89, 29, 'Male', 84.99371599806724, 1.8560464948160305, 0.1472635646189761, 35, 24.672270324420005, 100.66666666666667, 'Low Risk'),
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(92412, 67, 16, '42:46.0', 36.91601274, 98.87303639, 114, 86, 47, 'Male', 61.15093611, 1.7289643426307681, 0.1079840727553125, 28, 20.456486157964413, 95.33333333333333, 'Low Risk'),
(92413, 88, 18, '41:46.0', 37.285104946773664, 99.5897009, 127, 86, 39, 'Female', 99.7175877, 1.5253755790031938, 0.12547987621299922, 41, 42.85664656943989, 99.66666666666667, 'High Risk'),
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(92416, 89, 18, '38:46.0', 36.00703787459676, 98.97145027573087, 134, 76, 86, 'Male', 76.30489521051231, 1.624923704030586, 0.12818410685778042, 58, 28.899242017804184, 95.33333333333333, 'Low Risk'),
(92417, 79, 16, '37:46.0', 37.465504021312704, 96.63846512132048, 122, 89, 42, 'Male', 54.71383219, 1.8711957306309353, 0.14080848134228602, 33, 15.626391409619846, 100, 'High Risk'),
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(92420, 68, 14, '34:46.0', 36.28867075155886, 96.34387012803471, 138, 73, 30, 'Male', 90.70452185641392, 1.5520287759631797, 0.10419584789311404, 65, 37.65558508067729, 94.66666666666666, 'High Risk'),
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(92422, 83, 13, '32:46.0', 36.851155216906484, 99.90846097733115, 121, 88, 60, 'Female', 54.92541995394858, 1.6451461959734544, 0.13749411775526327, 33, 20.293847428984062, 99, 'Low Risk'),
(92423, 94, 18, '31:46.0', 36.72217329113863, 99.24157639176912, 121, 82, 67, 'Male', 73.32940366122196, 1.9116577775136387, 0.11904604844191084, 39, 20.065863660036936, 95, 'High Risk'),
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(92425, 87, 14, '29:46.0', 36.35415371074426, 96.93787344888565, 125, 77, 22, 'Female', 70.6471157, 1.8560224718434977, 0.11966435120194557, 48, 20.50822036516568, 93, 'Low Risk'),
(92426, 87, 15, '28:46.0', 37.27058993199067, 99.10446453809755, 111, 76, 73, 'Male', 92.30205809022102, 1.5969409057501307, 0.11854695275452436, 35, 36.19375928666553, 87.66666666666667, 'High Risk'),
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(92428, 68, 13, '26:46.0', 37.053731152362715, 97.47823237824205, 113, 75, 32, 'Female', 78.28799422374105, 1.830933311507598, 0.067129104, 38, 23.35339978295817, 87.66666666666667, 'Low Risk'),
(92429, 67, 14, '25:46.0', 36.40137613060564, 95.02818842835907, 126, 71, 22, 'Male', 94.01675762503373, 1.9459116115286246, 0.1318095626744797, 55, 24.828989816637666, 89.33333333333333, 'Low Risk'),
(92430, 75, 16, '24:46.0', 36.00005266359392, 98.26770322, 121, 79, 23, 'Male', 84.34301109792455, 1.7329527841485803, 0.056680049, 42, 28.08507844645047, 93, 'Low Risk'),
(92431, 71, 16, '23:46.0', 36.70794152929015, 95.75236692252622, 115, 74, 21, 'Female', 55.064631231221064, 1.587114664129867, 0.12528320247102098, 41, 21.860300440350763, 87.66666666666667, 'Low Risk'),
(92432, 88, 17, '22:46.0', 36.094090327895664, 95.66448506332733, 138, 83, 58, 'Male', 88.46106206, 1.6076671596576864, 0.14910494331536814, 55, 34.22629335684286, 101.33333333333333, 'High Risk'),
(92433, 85, 12, '21:46.0', 37.374192222007544, 99.83478825, 127, 80, 42, 'Male', 75.58316059230918, 1.6978742414107886, 0.13113980801353237, 47, 26.21887234937568, 95.66666666666667, 'Low Risk'),
(92434, 96, 15, '20:46.0', 36.551917625468924, 98.64051859, 119, 75, 36, 'Female', 63.27161592109952, 1.7336630016799734, 0.14897032151285156, 44, 21.05133121387552, 89.66666666666667, 'High Risk'),
(92435, 90, 13, '19:46.0', 36.472409068012865, 95.21180745, 126, 82, 86, 'Female', 65.77898879, 1.8404478179360653, 0.09182977, 44, 19.41959533929916, 96.66666666666667, 'Low Risk'),
(92436, 90, 17, '18:46.0', 37.01362698748527, 99.07191443723731, 118, 75, 40, 'Male', 89.95750425456541, 1.6651858521771636, 0.07329505, 43, 32.44232519955197, 89.33333333333333, 'High Risk'),
(92437, 74, 17, '17:46.0', 37.22303067879257, 96.09866760471938, 122, 80, 73, 'Female', 67.59417184843282, 1.793726395, 0.1381946895556867, 42, 21.00858748776547, 94, 'Low Risk'),
(92438, 82, 16, '16:46.0', 37.33914285699434, 97.27145687404985, 136, 73, 77, 'Female', 99.89287806532208, 1.869024052923626, 0.094281382, 63, 28.595964225679367, 94, 'Low Risk'),
(92439, 80, 17, '15:46.0', 37.45505952803537, 99.21391408435743, 117, 82, 40, 'Male', 70.21744258236778, 1.600391268451323, 0.13234991519119965, 35, 27.415278452343326, 93.66666666666667, 'Low Risk'),
(92440, 91, 17, '14:46.0', 36.548876104937634, 95.80262417, 126, 82, 33, 'Female', 89.96521798240516, 1.861711766113158, 0.10387687097817958, 44, 25.956716246972398, 96.66666666666667, 'High Risk'),
(92441, 79, 17, '13:46.0', 37.11388575669101, 98.86218717927173, 113, 83, 61, 'Male', 85.99810782787986, 1.580269198687884, 0.1459931207809736, 30, 34.43711375846995, 93, 'High Risk'),
(92442, 88, 13, '12:46.0', 36.724546890870414, 99.36402214, 113, 82, 82, 'Female', 70.11394470254837, 1.7899539817445875, 0.10583267134553187, 31, 21.883695856382335, 92.33333333333333, 'Low Risk'),
(92443, 94, 14, '11:46.0', 36.290669317701955, 97.61404132799365, 125, 85, 38, 'Female', 79.32674218395235, 1.6559993381487845, 0.083683443, 40, 28.926727283895072, 98.33333333333333, 'High Risk'),
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(92621, 81, 18, '13:46.0', 36.98744237512771, 95.12397706606787, 128, 85, 28, 'Male', 84.78935574155764, 1.9437971486346515, 0.07825387, 43, 22.440857807435624, 99.33333333333333, 'Low Risk'),
(92622, 94, 17, '12:46.0', 36.31023825731959, 96.49957460445455, 120, 76, 64, 'Male', 52.74043835121087, 1.792250912966097, 0.095073804, 44, 16.418977757478913, 90.66666666666667, 'High Risk'),
(92623, 84, 14, '11:46.0', 36.383023566895304, 99.72077161847044, 122, 71, 76, 'Male', 76.06895583866388, 1.9681102070842489, 0.12991657514963706, 51, 19.63851422, 88, 'Low Risk'),
(92624, 80, 12, '10:46.0', 36.10811108319288, 97.23238207, 111, 87, 87, 'Female', 86.33701127569151, 1.5338098933561395, 0.086316732, 24, 36.69897555601764, 95, 'High Risk'),
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(92626, 73, 15, '08:46.0', 36.349386967707254, 96.21069649309828, 135, 83, 24, 'Female', 72.77233985713148, 1.522189247772942, 0.081359335, 52, 31.407186920862213, 100.33333333333333, 'High Risk'),
(92627, 69, 13, '07:46.0', 36.265589, 97.59882827549927, 120, 75, 66, 'Female', 86.72318398903397, 1.937437782164436, 0.1374260620345585, 45, 23.10360149295237, 90, 'Low Risk'),
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(92632, 83, 17, '02:46.0', 36.88890494822104, 98.97262823569571, 127, 87, 48, 'Male', 67.65713120573143, 1.814888907, 0.1251640654051071, 40, 20.540617085965575, 100.33333333333333, 'Low Risk'),
(92633, 60, 15, '01:46.0', 36.44356544400781, 95.40244750447809, 135, 84, 54, 'Male', 62.102511814355296, 1.5247821828690034, 0.076769422, 51, 26.71120921553508, 101, 'Low Risk'),
(92634, 97, 14, '00:46.0', 36.19725820175111, 97.20253342362106, 139, 76, 86, 'Female', 53.49239814725878, 1.670843645010855, 0.092120156, 63, 19.16110038104213, 97, 'High Risk'),
(92635, 74, 13, '59:46.0', 36.640112217444326, 99.91725757, 134, 79, 89, 'Male', 59.92132131476807, 1.5763984965911533, 0.11051450016130958, 55, 24.112895129160748, 97.33333333333333, 'Low Risk'),
(92636, 62, 17, '58:46.0', 36.52635739, 99.33150940646635, 127, 89, 89, 'Female', 73.03613321945825, 1.739262487661351, 0.14183225076480852, 38, 24.143904893516417, 101.66666666666667, 'Low Risk'),
(92637, 89, 19, '57:46.0', 36.681695150804295, 95.32413943239048, 133, 85, 29, 'Male', 91.14679668041278, 1.6762443060633416, 0.13386570016144805, 48, 32.43894929576143, 101, 'High Risk'),
(92638, 74, 17, '56:46.0', 37.19256171535258, 95.63478065669048, 134, 86, 23, 'Male', 52.905009868937306, 1.7056844917992098, 0.063651193, 48, 18.184417674405594, 102, 'High Risk'),
(92639, 81, 18, '55:46.0', 36.299173128575816, 96.98704850783955, 111, 87, 79, 'Male', 80.03006733273105, 1.8408306543045887, 0.08044285, 24, 23.617042260553042, 95, 'Low Risk'),
(92640, 64, 16, '54:46.0', 37.37948456320903, 95.19693760653986, 126, 81, 45, 'Male', 54.40333312075191, 1.8169485086851664, 0.12898855558478678, 45, 16.479357249146695, 96, 'High Risk'),
(92641, 73, 17, '53:46.0', 36.78519715771574, 99.50658770288237, 125, 83, 71, 'Male', 99.56830252956865, 1.8587233147622453, 0.13809893584091432, 42, 28.81984297162221, 97, 'Low Risk'),
(92642, 92, 15, '52:46.0', 36.48433959069028, 96.37414095698885, 122, 88, 52, 'Female', 72.95675706357997, 1.7599948304359456, 0.093406362, 34, 23.552810450114208, 99.33333333333333, 'High Risk'),
(92643, 83, 14, '51:46.0', 37.201530863557366, 99.36842005693605, 113, 82, 25, 'Male', 98.53923690482219, 1.8159675743493982, 0.11334054075679181, 31, 29.880854694855135, 92.33333333333333, 'Low Risk'),
(92644, 96, 17, '50:46.0', 36.04880155862575, 97.98845432018864, 125, 74, 36, 'Female', 90.44889388921557, 1.9506488479546178, 0.14515735098559343, 51, 23.770869567181983, 91, 'High Risk'),
(92645, 65, 12, '49:46.0', 36.748763228534536, 98.04296761712094, 115, 89, 74, 'Male', 92.07736296, 1.9862917179319126, 0.064651504, 26, 23.338170556261787, 97.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(92647, 63, 16, '47:46.0', 36.25365323135768, 96.54075537, 120, 84, 31, 'Female', 59.397960655521814, 1.956063817810771, 0.0610302, 36, 15.524066510049211, 96, 'High Risk'),
(92648, 73, 18, '46:46.0', 36.52555367648289, 98.93165358554747, 120, 72, 29, 'Female', 88.98137041, 1.913740102292072, 0.14364100901151028, 48, 24.295910267172907, 88, 'Low Risk'),
(92649, 93, 18, '45:46.0', 37.23120630448117, 97.51167366, 136, 75, 84, 'Female', 87.64426952371016, 1.8249175505740942, 0.077101816, 61, 26.317039356060764, 95.33333333333333, 'High Risk'),
(92650, 90, 14, '44:46.0', 36.48478709795515, 97.76366940401522, 138, 74, 65, 'Male', 83.45144317448847, 1.7760859293741333, 0.09896257, 64, 26.454886597509127, 95.33333333333333, 'Low Risk'),
(92651, 94, 16, '43:46.0', 37.307828968241985, 95.11977208180058, 130, 84, 48, 'Male', 70.23727028689807, 1.5539868868070805, 0.062322107, 46, 29.08525831746203, 99.33333333333333, 'High Risk'),
(92652, 72, 13, '42:46.0', 36.012913323519115, 95.72308934, 114, 79, 63, 'Male', 87.58536977840917, 1.9274877378364548, 0.081503926, 35, 23.57481645351841, 90.66666666666667, 'Low Risk'),
(92653, 69, 19, '41:46.0', 36.48450375294907, 95.00902703, 133, 79, 79, 'Female', 53.81891122443424, 1.7510065429692974, 0.052937339, 54, 17.553324025651158, 97, 'High Risk'),
(92654, 79, 16, '40:46.0', 36.84903314080365, 99.07078295420217, 125, 81, 55, 'Female', 72.30270083227583, 1.8457985490762798, 0.063830037, 44, 21.22198092912702, 95.66666666666667, 'Low Risk'),
(92655, 98, 16, '39:46.0', 37.49544282, 98.20406866, 117, 76, 46, 'Female', 70.20501309103442, 1.7566428510220005, 0.11692987032438196, 41, 22.75103609585153, 89.66666666666667, 'High Risk'),
(92656, 93, 12, '38:46.0', 36.62688657349558, 96.40147811744544, 112, 77, 78, 'Female', 57.79331050344078, 1.7478904348980122, 0.12760388348602097, 35, 18.916864839525385, 88.66666666666667, 'High Risk'),
(92657, 76, 12, '37:46.0', 36.80245778438267, 98.71313214130696, 116, 80, 84, 'Female', 83.75118942649524, 1.7986377251930057, 0.086537377, 36, 25.88830324786722, 92, 'Low Risk'),
(92658, 95, 17, '36:46.0', 36.28110107095873, 99.49846246979922, 120, 88, 61, 'Female', 54.09972823789442, 1.6140710510976852, 0.062042077, 32, 20.76585354581411, 98.66666666666667, 'High Risk'),
(92659, 97, 15, '35:46.0', 36.998453822871674, 99.77060454, 111, 79, 45, 'Male', 61.73293491522266, 1.9935699390820016, 0.096439854, 32, 15.53295099482008, 89.66666666666667, 'High Risk'),
(92660, 72, 13, '34:46.0', 36.93340057453992, 99.23919177724747, 130, 70, 50, 'Female', 93.64848782705161, 1.5761496904733172, 0.062963806, 60, 37.696918183291714, 90, 'High Risk'),
(92661, 88, 19, '33:46.0', 36.13450602337889, 97.63574275293382, 130, 71, 83, 'Male', 85.33184071, 1.7086452507530627, 0.068632867, 59, 29.22855238733509, 90.66666666666666, 'Low Risk'),
(92662, 62, 16, '32:46.0', 36.70623855277883, 98.77234774813064, 116, 77, 89, 'Female', 63.038777923214944, 1.7687038843337923, 0.1062134475761459, 39, 20.15104283012874, 90, 'Low Risk'),
(92663, 70, 12, '31:46.0', 36.574843715255966, 98.53341188616466, 132, 80, 46, 'Male', 90.66649262469898, 1.8784623011340336, 0.074207572, 52, 25.694599241839192, 97.33333333333333, 'Low Risk'),
(92664, 81, 17, '30:46.0', 36.43670754285848, 99.77324834, 132, 79, 44, 'Female', 76.78355283488003, 1.525193215698185, 0.059186825, 53, 33.00794399833775, 96.66666666666666, 'High Risk'),
(92665, 84, 13, '29:46.0', 36.90670451164299, 99.02737556138263, 129, 81, 34, 'Male', 78.99040366, 1.5141589941086577, 0.099261561, 48, 34.453343330539866, 97, 'High Risk'),
(92666, 84, 18, '28:46.0', 36.030551895423386, 99.46893368669194, 116, 82, 87, 'Male', 73.94299921, 1.9125949824789141, 0.064338252, 34, 20.213943051621925, 93.33333333333333, 'Low Risk'),
(92667, 82, 18, '27:46.0', 36.359928583384004, 95.57603445743953, 136, 73, 69, 'Male', 57.96752311790286, 1.5817466839557526, 0.10724970312784521, 63, 23.16919146974814, 94, 'Low Risk'),
(92668, 68, 13, '26:46.0', 37.156007321596555, 97.44068205093166, 126, 80, 19, 'Female', 58.36782318818125, 1.7793905297710146, 0.097980626, 46, 18.43448235555781, 95.33333333333333, 'High Risk'),
(92669, 73, 13, '25:46.0', 36.48620016417031, 99.05450906112569, 113, 79, 73, 'Female', 72.55884255317319, 1.9634340543668412, 0.068549752, 34, 18.821650633607476, 90.33333333333333, 'Low Risk'),
(92670, 96, 17, '24:46.0', 36.26567534750656, 97.70155339356798, 117, 88, 23, 'Male', 70.50343863742688, 1.954715528996403, 0.10206602472557118, 29, 18.451988396686005, 97.66666666666667, 'High Risk'),
(92671, 60, 14, '23:46.0', 37.103819433223165, 96.05834350801828, 137, 85, 79, 'Female', 93.08821171217912, 1.8268423761196315, 0.13499157076402707, 52, 27.892826991379064, 102.33333333333333, 'Low Risk'),
(92672, 99, 13, '22:46.0', 37.32356418488016, 97.89441130847723, 131, 71, 43, 'Female', 66.56645350701977, 1.5500702243754778, 0.081793986, 60, 27.704650235561864, 91, 'High Risk'),
(92673, 84, 19, '21:46.0', 36.78996991570518, 98.92901121238799, 135, 82, 69, 'Male', 93.75923918277428, 1.604458549781267, 0.14868484681425564, 53, 36.42143650482763, 99.66666666666666, 'High Risk'),
(92674, 90, 14, '20:46.0', 36.19093659615863, 99.02028975372033, 118, 73, 47, 'Female', 90.17824830590015, 1.6730269685264703, 0.072902746, 45, 32.21780225745175, 88, 'High Risk'),
(92675, 86, 17, '19:46.0', 37.31538366212441, 95.01349003802723, 111, 82, 19, 'Male', 77.58657147330304, 1.5382357357397616, 0.13410868811984136, 29, 32.789951019354206, 91.66666666666667, 'High Risk'),
(92676, 70, 14, '18:46.0', 37.489941140306726, 96.37997831381628, 112, 84, 83, 'Male', 86.25787987563598, 1.7762819426305234, 0.14796391085435667, 28, 27.338518606284257, 93.33333333333333, 'Low Risk'),
(92677, 78, 17, '17:46.0', 36.810443253226516, 99.76910824, 123, 74, 22, 'Female', 57.24640409553738, 1.781582946, 0.12476400397539492, 49, 18.03582938036123, 90.33333333333333, 'High Risk'),
(92678, 69, 17, '16:46.0', 37.45004734743563, 98.23868730974108, 110, 83, 26, 'Male', 66.71551356834472, 1.604765421903563, 0.10718319926034672, 27, 25.906200211527256, 92, 'Low Risk'),
(92679, 79, 15, '15:46.0', 36.74133954376602, 98.95316263807617, 125, 73, 45, 'Female', 60.25944992576735, 1.9016697062992618, 0.085159967, 52, 16.66306876264343, 90.33333333333333, 'High Risk'),
(92680, 93, 18, '14:46.0', 37.069871024592054, 97.52731519, 139, 70, 62, 'Female', 89.46124497236464, 1.755690581, 0.055634777333767066, 69, 29.022777957643505, 93, 'High Risk'),
(92681, 79, 12, '13:46.0', 37.29928198267846, 96.58528570284052, 134, 75, 53, 'Female', 99.00686316327834, 1.5690464434143903, 0.12095706617670382, 59, 40.21552136425829, 94.66666666666666, 'High Risk'),
(92682, 99, 13, '12:46.0', 36.38719521230971, 95.06864933122317, 126, 79, 82, 'Female', 63.206547631357466, 1.9991460887850967, 0.13505642584012695, 47, 15.815138749223687, 94.66666666666667, 'High Risk'),
(92683, 99, 16, '11:46.0', 37.42529038579575, 96.51251861878953, 131, 76, 72, 'Female', 99.23186361007974, 1.8410828305847973, 0.075473152, 55, 29.275511501976997, 94.33333333333333, 'High Risk'),
(92684, 87, 18, '10:46.0', 37.215504275481976, 95.99365030193181, 116, 76, 26, 'Male', 97.30203919202111, 1.5158025079363862, 0.081419897, 40, 42.34837005634963, 89.33333333333333, 'High Risk'),
(92685, 85, 14, '09:46.0', 36.62982328, 99.13849864077447, 120, 75, 71, 'Female', 69.97000284, 1.673431480700165, 0.1397274690335557, 45, 24.985958949196146, 90, 'Low Risk'),
(92686, 79, 16, '08:46.0', 36.21737261287285, 99.30698573027675, 125, 87, 41, 'Male', 81.86833443368798, 1.8365659250800175, 0.1255585334530359, 38, 24.27185172, 99.66666666666667, 'Low Risk'),
(92687, 69, 18, '07:46.0', 36.05865216, 99.94863343013944, 119, 72, 58, 'Male', 81.32790747, 1.5092081332877736, 0.14771213030810154, 47, 35.70601016332964, 87.66666666666667, 'High Risk'),
(92688, 95, 19, '06:46.0', 37.10373642243624, 99.55982995878774, 127, 85, 73, 'Female', 68.62382572633717, 1.7820843468103011, 0.089156911, 42, 21.608191243502652, 99, 'High Risk'),
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(92690, 98, 12, '04:46.0', 36.472809166622234, 96.15084709, 122, 79, 73, 'Male', 82.12991530748813, 1.6014903301024639, 0.064985511, 43, 32.022315607952194, 93.33333333333333, 'High Risk'),
(92691, 95, 13, '03:46.0', 36.41055881962271, 98.58661115226055, 128, 71, 51, 'Female', 77.70807067784403, 1.9207998242440978, 0.10680980434908541, 57, 21.062111711076835, 90, 'High Risk'),
(92692, 79, 15, '02:46.0', 36.486481994703595, 99.57875708114061, 119, 88, 24, 'Female', 67.4914432, 1.8797322629299105, 0.12994136726627212, 31, 19.101027238516387, 98.33333333333333, 'Low Risk'),
(92693, 79, 17, '01:46.0', 36.074602425744985, 97.18251273702936, 126, 72, 75, 'Female', 77.34690148046326, 1.909454334780669, 0.098374032, 54, 21.21408806826255, 90, 'Low Risk'),
(92694, 67, 16, '00:46.0', 37.314597908511004, 98.28453193953372, 111, 82, 53, 'Male', 71.77335930188953, 1.703566880181857, 0.077624817, 29, 24.73118335144331, 91.66666666666667, 'Low Risk'),
(92695, 97, 15, '59:46.0', 36.63966483183568, 99.26259946, 124, 79, 73, 'Male', 78.73148578024825, 1.9837686637654242, 0.1071384037366268, 45, 20.006282447097465, 94, 'High Risk'),
(92696, 95, 19, '58:46.0', 36.78022942156711, 95.52752093348086, 118, 84, 78, 'Male', 77.81362680407096, 1.653920397583485, 0.10323389330422038, 34, 28.446343571984734, 95.33333333333333, 'High Risk'),
(92697, 84, 19, '57:46.0', 36.66447196859811, 98.69476094031255, 123, 77, 84, 'Female', 71.02132531326096, 1.7557445028391505, 0.080765126, 46, 23.039133307511747, 92.33333333333333, 'Low Risk'),
(92698, 80, 12, '56:46.0', 37.15015929204929, 95.82726004, 135, 89, 50, 'Female', 62.28081634933268, 1.781749702978598, 0.11116517787435042, 46, 19.61827899095003, 104.33333333333333, 'Low Risk'),
(92699, 71, 18, '55:46.0', 36.77117780543491, 98.47418752127008, 118, 74, 35, 'Male', 62.485533741558925, 1.8584990963348877, 0.054429131654013474, 44, 18.090675156111992, 88.66666666666667, 'High Risk'),
(92700, 73, 15, '54:46.0', 37.12650700562838, 97.17923759298928, 111, 72, 82, 'Male', 59.98908443727759, 1.7615979892912976, 0.10804305820031224, 39, 19.33119144620877, 85, 'Low Risk'),
(92701, 77, 12, '53:46.0', 37.15872024166083, 96.55671474247525, 120, 81, 89, 'Female', 83.24761851247297, 1.8211624411262468, 0.083863366, 39, 25.10004200783402, 94, 'Low Risk'),
(92702, 97, 17, '52:46.0', 36.729191226482214, 95.48130192656924, 111, 89, 84, 'Male', 50.1855494, 1.812094545292071, 0.11004088474034632, 22, 15.283294321461945, 96.33333333333333, 'High Risk'),
(92703, 97, 12, '51:46.0', 36.519779209132416, 99.18636878817836, 132, 89, 34, 'Male', 92.26323807735533, 1.5508888758310155, 0.10846556162160109, 43, 38.35900476751443, 103.33333333333333, 'High Risk'),
(92704, 73, 13, '50:46.0', 37.013379027150535, 95.05238028, 133, 82, 26, 'Female', 94.16865999, 1.7512975753009854, 0.077059055, 51, 30.70340191855291, 99, 'High Risk'),
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(92879, 60, 13, '55:46.0', 36.05900573888935, 95.96255537936406, 131, 73, 36, 'Female', 52.82305940169163, 1.9392282573818302, 0.1358244673784939, 58, 14.046421271365329, 92.33333333333333, 'High Risk'),
(92880, 73, 15, '54:46.0', 37.03053796608039, 98.15268488723113, 129, 75, 54, 'Female', 61.21544041210768, 1.8213153214595774, 0.10141118926603063, 54, 18.454007649765906, 93, 'High Risk'),
(92881, 95, 13, '53:46.0', 36.311165743209024, 95.81609870346973, 138, 79, 19, 'Female', 77.86860512496949, 1.5203312041758554, 0.059042215, 59, 33.68883373740267, 98.66666666666666, 'High Risk'),
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(92883, 62, 12, '51:46.0', 37.17803320983152, 97.73126339007746, 123, 89, 23, 'Female', 73.26104752489057, 1.6665500365087884, 0.083377595, 34, 26.37766869778853, 100.33333333333333, 'Low Risk'),
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(92885, 78, 15, '49:46.0', 36.81195301372373, 98.00631081961575, 121, 89, 54, 'Female', 60.562981190224704, 1.544705494303529, 0.10910289723767749, 32, 25.38141688999739, 99.66666666666667, 'Low Risk'),
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(92888, 81, 19, '46:46.0', 37.026652755063715, 99.92194972943751, 121, 86, 57, 'Male', 79.87818104911365, 1.7816389442509608, 0.088447878, 35, 25.164527035445317, 97.66666666666667, 'Low Risk'),
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(92893, 96, 14, '41:46.0', 36.15389355334994, 98.27452058402032, 134, 78, 62, 'Female', 95.59577436938585, 1.817632885385566, 0.13232288751213062, 56, 28.93519093204893, 96.66666666666666, 'High Risk'),
(92894, 60, 18, '40:46.0', 36.70042198342964, 96.36500869976463, 121, 81, 71, 'Female', 59.93602329349348, 1.894254969, 0.051104066134443196, 40, 16.70363741720902, 94.33333333333333, 'High Risk'),
(92895, 82, 18, '39:46.0', 37.45118337845354, 97.32427083070223, 110, 76, 41, 'Male', 89.34710489220686, 1.6322095551100821, 0.11858525556705991, 34, 33.537343015360406, 87.33333333333333, 'High Risk'),
(92896, 69, 17, '38:46.0', 37.20185529668696, 96.95509886830487, 115, 77, 88, 'Male', 63.203494689271224, 1.6505587142586216, 0.078381494, 38, 23.199527329703674, 89.66666666666667, 'Low Risk'),
(92897, 85, 17, '37:46.0', 36.058662338906075, 96.87509971426083, 139, 78, 52, 'Male', 82.63891684131136, 1.654665753, 0.06685706, 61, 30.183115064942815, 98.33333333333333, 'High Risk'),
(92898, 63, 15, '36:46.0', 36.07738746803078, 95.77014364535438, 126, 74, 61, 'Male', 93.54453842094958, 1.5728711742219512, 0.087496864, 52, 37.812215979085096, 91.33333333333333, 'High Risk'),
(92899, 64, 12, '35:46.0', 37.00958086306202, 95.96495658949588, 132, 76, 32, 'Male', 77.92871008097755, 1.6325530938237978, 0.10763579511192581, 56, 29.239023144395805, 94.66666666666666, 'Low Risk'),
(92900, 78, 15, '34:46.0', 36.103979724946875, 98.45571524897345, 125, 85, 65, 'Male', 69.74496825435796, 1.774783430575104, 0.1301043062705476, 40, 22.142270396652226, 98.33333333333333, 'Low Risk'),
(92901, 90, 12, '33:46.0', 36.022825700946555, 95.11074744, 138, 85, 54, 'Male', 93.17393750980025, 1.9339264755643715, 0.11268161882680768, 53, 24.912340498697752, 102.66666666666666, 'Low Risk'),
(92902, 83, 17, '32:46.0', 37.308313773574085, 96.36621797751242, 127, 76, 80, 'Female', 84.89237795244358, 1.929152735107428, 0.051766345, 51, 22.81053508034119, 93, 'Low Risk'),
(92903, 65, 13, '31:46.0', 36.53019854077135, 98.71716343373345, 131, 89, 45, 'Female', 67.41992341867531, 1.9985649080116037, 0.1255968754575159, 42, 16.879195362074157, 103, 'High Risk'),
(92904, 86, 14, '30:46.0', 37.107905063599745, 96.11375992750496, 129, 88, 60, 'Female', 57.524785348325395, 1.8131366719304012, 0.078874239, 41, 17.49822203532767, 101.66666666666667, 'High Risk'),
(92905, 71, 12, '29:46.0', 36.30154227148115, 98.65867214418482, 122, 71, 88, 'Male', 64.45252615996945, 1.889299663719294, 0.1004238311361085, 51, 18.056694456993156, 88, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(92909, 68, 14, '25:46.0', 36.35765254648987, 96.08870219441563, 133, 82, 26, 'Male', 81.96484662, 1.9485265741227582, 0.085744584, 51, 21.58812700087796, 99, 'Low Risk'),
(92910, 64, 18, '24:46.0', 37.04777032901076, 96.53256477235995, 117, 71, 48, 'Male', 86.43202703670298, 1.7689644306471526, 0.14509571299313373, 46, 27.62081553579086, 86.33333333333333, 'Low Risk'),
(92911, 80, 14, '23:46.0', 36.13533161423226, 98.96424548935894, 121, 85, 53, 'Female', 71.96387944646047, 1.5804852162546077, 0.081341355, 36, 28.80936538337087, 97, 'Low Risk'),
(92912, 71, 14, '22:46.0', 36.7936421, 97.86574912, 117, 82, 72, 'Female', 52.302501060047405, 1.658671118825017, 0.055574178355235704, 35, 19.01086560117121, 93.66666666666667, 'Low Risk'),
(92913, 69, 18, '21:46.0', 36.86597490418089, 99.60844644561514, 128, 84, 78, 'Female', 50.23403417531531, 1.6642067284647344, 0.11251351436308794, 44, 18.13775409565962, 98.66666666666667, 'High Risk'),
(92914, 92, 16, '20:46.0', 36.501672999485535, 98.49251489324693, 135, 79, 30, 'Male', 75.84051692091765, 1.8357584897377857, 0.08893038, 56, 22.50454277284209, 97.66666666666666, 'High Risk'),
(92915, 86, 14, '19:46.0', 37.128412911330585, 96.78833691951951, 112, 73, 31, 'Male', 62.56002202606974, 1.5741761157265726, 0.12287175764849294, 39, 25.24586499516628, 86, 'Low Risk'),
(92916, 89, 13, '18:46.0', 36.669989963433665, 97.82472486309852, 121, 89, 51, 'Male', 56.47041347590416, 1.9120697577826538, 0.098812165, 32, 15.445910092756714, 99.66666666666667, 'High Risk'),
(92917, 92, 18, '17:46.0', 36.220112382992596, 98.43543232, 118, 80, 85, 'Male', 64.23581680104385, 1.738736023043268, 0.11662198788183133, 38, 21.247603186782687, 92.66666666666667, 'High Risk'),
(92918, 74, 14, '16:46.0', 36.446209704847774, 97.97999154245001, 120, 79, 31, 'Male', 81.71431637443445, 1.6718902676137184, 0.14484813238213434, 41, 29.233621009564857, 92.66666666666667, 'Low Risk'),
(92919, 99, 12, '15:46.0', 37.30707423044924, 95.31557789806541, 113, 71, 47, 'Female', 54.110764697987705, 1.6629294062939894, 0.063124031, 42, 19.56753166, 85, 'High Risk'),
(92920, 61, 18, '14:46.0', 36.10887809, 97.45802924, 117, 70, 71, 'Female', 54.787886930982395, 1.9908568569093585, 0.082637138, 47, 13.823069139838637, 85.66666666666667, 'High Risk'),
(92921, 79, 16, '13:46.0', 36.71262671631056, 98.65307049717312, 133, 75, 18, 'Male', 52.453966674077826, 1.933680817764237, 0.11018488845112898, 58, 14.028419938770343, 94.33333333333333, 'High Risk'),
(92922, 88, 15, '12:46.0', 37.269946067771805, 96.11432925940943, 110, 89, 64, 'Female', 70.28991146291199, 1.7234385357873063, 0.087555312, 21, 23.66472147478396, 96, 'Low Risk'),
(92923, 82, 14, '11:46.0', 37.39372949018657, 96.28563300188159, 115, 71, 58, 'Female', 61.46493348864948, 1.5489779551946832, 0.074680866, 44, 25.617511628614494, 85.66666666666667, 'Low Risk'),
(92924, 64, 15, '10:46.0', 37.378366496549454, 99.88922225955515, 129, 89, 39, 'Male', 69.78047753, 1.6740981992529647, 0.084620764, 40, 24.898436627445268, 102.33333333333333, 'Low Risk'),
(92925, 63, 14, '09:46.0', 36.430670352788376, 95.04497352969153, 121, 78, 52, 'Male', 58.264021721617944, 1.5138924513359486, 0.07884172, 43, 25.422040829901714, 92.33333333333333, 'Low Risk'),
(92926, 65, 12, '08:46.0', 36.782669301325946, 95.66049454653488, 116, 76, 76, 'Female', 99.42515774194322, 1.8942898881285941, 0.13194673120612738, 40, 27.70788693, 89.33333333333333, 'Low Risk'),
(92927, 79, 18, '07:46.0', 36.91943693452632, 97.24433147557059, 126, 86, 18, 'Female', 84.30408488848596, 1.7965594502882263, 0.0952433, 40, 26.11953447719512, 99.33333333333333, 'Low Risk'),
(92928, 90, 12, '06:46.0', 37.08027953222456, 95.59922196710127, 139, 77, 58, 'Female', 71.96711113216502, 1.6772052858980877, 0.1047105809014198, 62, 25.583598152016982, 97.66666666666666, 'Low Risk'),
(92929, 97, 18, '05:46.0', 37.39539674472085, 99.15557413383202, 117, 88, 81, 'Female', 69.65113924806887, 1.8299979356967715, 0.10961414593384061, 29, 20.79826103679356, 97.66666666666667, 'High Risk'),
(92930, 98, 19, '04:46.0', 36.54086960845735, 97.11913527, 110, 70, 32, 'Female', 90.34891084097416, 1.9973020715467111, 0.13400080568228362, 40, 22.648289962958124, 83.33333333333333, 'High Risk'),
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(92932, 73, 14, '02:46.0', 36.74847020458953, 95.15299871689083, 124, 72, 50, 'Male', 85.68822989926971, 1.6770095371286842, 0.11850714321501139, 52, 30.468432138140066, 89.33333333333333, 'High Risk'),
(92933, 64, 18, '01:46.0', 37.26984941563403, 97.00691766433519, 120, 71, 48, 'Male', 82.22619751434172, 1.6394113322186508, 0.13582752246414703, 49, 30.593864691513986, 87.33333333333333, 'High Risk'),
(92934, 92, 18, '00:46.0', 37.47056869957368, 99.78011127, 120, 70, 78, 'Male', 78.63944093014875, 1.7875739978129195, 0.060814246076127246, 50, 24.610042279193223, 86.66666666666666, 'High Risk'),
(92935, 74, 18, '59:46.0', 36.00227543030593, 99.72969854446552, 124, 80, 32, 'Female', 96.55369363011596, 1.6053006764278732, 0.058710865, 44, 37.46762068279228, 94.66666666666667, 'High Risk'),
(92936, 99, 15, '58:46.0', 36.28239221758063, 95.99080861566009, 136, 71, 85, 'Male', 77.14535865570622, 1.5619474546583612, 0.13130191708823374, 65, 31.621099227625603, 92.66666666666666, 'High Risk'),
(92937, 82, 17, '57:46.0', 36.322973865849164, 99.87296159768768, 137, 87, 34, 'Female', 77.54711688840598, 1.7438074363338087, 0.11062787297315763, 50, 25.501669040426098, 103.66666666666666, 'Low Risk'),
(92938, 75, 17, '56:46.0', 37.487833093461944, 97.15311305038158, 129, 86, 85, 'Female', 55.540062133205296, 1.7392841182585035, 0.076266336, 43, 18.359688081639135, 100.33333333333333, 'High Risk'),
(92939, 71, 18, '55:46.0', 36.62811059927413, 99.13003454720774, 138, 74, 76, 'Female', 72.58708276928624, 1.7473646782614751, 0.14822864182385287, 64, 23.773451458465576, 95.33333333333333, 'Low Risk'),
(92940, 66, 18, '54:46.0', 36.71148648504091, 99.19925571573597, 116, 83, 61, 'Male', 85.66206922195911, 1.589584432367581, 0.128764764, 33, 33.901690844360054, 94, 'High Risk'),
(92941, 83, 15, '53:46.0', 36.188243287271796, 95.65756839926645, 116, 73, 60, 'Male', 59.20431829988834, 1.8831487195724081, 0.097627542, 43, 16.694912463829525, 87.33333333333333, 'High Risk'),
(92942, 63, 16, '52:46.0', 36.33509230555834, 95.08068995464092, 130, 74, 19, 'Female', 73.88399561, 1.519333071649009, 0.065315253, 56, 32.00695735300465, 92.66666666666666, 'High Risk'),
(92943, 80, 15, '51:46.0', 36.86592690740454, 97.78387599367551, 135, 70, 88, 'Male', 81.33434444373346, 1.6352144291364705, 0.1307383692345291, 65, 30.417572315134773, 91.66666666666666, 'High Risk'),
(92944, 66, 13, '50:46.0', 37.47591660477074, 97.22389331, 131, 75, 29, 'Male', 80.06889705142112, 1.8042546482055997, 0.062360736719503596, 56, 24.596209328913496, 93.66666666666666, 'Low Risk'),
(92945, 69, 16, '49:46.0', 37.10022176573755, 99.34793444070874, 132, 81, 19, 'Male', 87.68550211206032, 1.8776481863673329, 0.086712179, 51, 24.871349421572045, 98, 'Low Risk'),
(92946, 67, 13, '48:46.0', 37.379746596745555, 98.43362956676341, 114, 85, 43, 'Female', 82.95326507853113, 1.7122460429594883, 0.053896805124798844, 29, 28.29444256921666, 94.66666666666667, 'Low Risk'),
(92947, 90, 12, '47:46.0', 36.80367823983431, 95.96574535377478, 116, 81, 71, 'Male', 66.37751492461653, 1.8643322214978708, 0.099312611, 35, 19.097405858116954, 92.66666666666667, 'Low Risk'),
(92948, 91, 13, '46:46.0', 36.55840762064401, 99.78582087754923, 126, 83, 40, 'Male', 93.65681446, 1.548672705, 0.085589615, 43, 39.04991509, 97.33333333333333, 'High Risk'),
(92949, 69, 15, '45:46.0', 37.432238395514744, 99.92252425336896, 121, 82, 25, 'Male', 78.51744274, 1.507898694802512, 0.077923921, 39, 34.53200665218474, 95, 'High Risk'),
(92950, 62, 15, '44:46.0', 37.48917044670715, 99.02238580573666, 130, 71, 19, 'Female', 66.02189695343915, 1.5117727264308087, 0.13864348116298458, 59, 28.88783443019733, 90.66666666666666, 'Low Risk'),
(92951, 97, 16, '43:46.0', 36.666402738580764, 98.27922548902647, 134, 72, 34, 'Female', 83.41285122639582, 1.725684451677002, 0.091263348, 62, 28.009812023632914, 92.66666666666666, 'High Risk'),
(92952, 92, 17, '42:46.0', 37.44008123216446, 99.9236219, 111, 78, 22, 'Female', 65.92272415165627, 1.872336131868641, 0.1029621150912031, 33, 18.804747616464073, 89, 'High Risk'),
(92953, 93, 16, '41:46.0', 36.35658776166467, 96.04501842, 137, 82, 32, 'Male', 83.55283982638728, 1.5309448347275043, 0.057205659025920244, 55, 35.64857151390414, 100.33333333333333, 'High Risk'),
(92954, 68, 12, '40:46.0', 36.55779929390644, 98.53612612478845, 110, 85, 28, 'Female', 98.50278272103375, 1.6761912992973564, 0.1260991731840979, 25, 35.05914620766811, 93.33333333333333, 'High Risk'),
(92955, 83, 17, '39:46.0', 36.89184507667197, 95.76972555613035, 114, 73, 30, 'Male', 50.448752715919085, 1.5821275000476729, 0.1482245327668592, 41, 20.15428866453333, 86.66666666666667, 'Low Risk'),
(92956, 88, 14, '38:46.0', 36.71711960378363, 96.89175938843199, 134, 78, 46, 'Male', 60.46631597121806, 1.522569918558915, 0.095978795, 56, 26.083088732672955, 96.66666666666666, 'Low Risk'),
(92957, 89, 14, '37:46.0', 36.40272255947825, 98.13741103271649, 137, 80, 88, 'Male', 79.95195973634804, 1.8358424196360483, 0.13969591463753517, 57, 23.722382936353405, 99, 'Low Risk'),
(92958, 68, 19, '36:46.0', 36.184526273829206, 98.94147409257961, 127, 86, 55, 'Male', 65.05763349921403, 1.637828885916596, 0.11988527296808843, 41, 24.252762218449035, 99.66666666666667, 'Low Risk'),
(92959, 77, 15, '35:46.0', 36.899665952841694, 95.97529001054129, 111, 78, 74, 'Female', 98.58832469299603, 1.819920975499802, 0.097088554, 33, 29.765996459245873, 89, 'Low Risk'),
(92960, 81, 14, '34:46.0', 37.13475849333756, 96.25010404896021, 129, 76, 59, 'Female', 74.40763288, 1.8222235106812383, 0.11148529620520017, 53, 22.408572799176454, 93.66666666666666, 'Low Risk'),
(92961, 95, 16, '33:46.0', 36.94509294988605, 99.77890960655363, 138, 74, 88, 'Female', 53.05120367906469, 1.501806679382347, 0.12653882961070928, 64, 23.521617262017593, 95.33333333333333, 'High Risk'),
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(93138, 84, 16, '36:46.0', 36.602595859741214, 96.72304554087047, 128, 83, 33, 'Female', 94.76962766, 1.5860594353846897, 0.12153869234001953, 45, 37.67300459878983, 98, 'High Risk'),
(93139, 72, 13, '35:46.0', 36.35065097, 95.07074208672893, 125, 76, 58, 'Male', 61.42120403146855, 1.7126878376852308, 0.14913404883364134, 49, 20.939287421168167, 92.33333333333333, 'Low Risk'),
(93140, 94, 17, '34:46.0', 36.09013207649482, 98.27338153363691, 126, 85, 76, 'Female', 54.76330297076953, 1.5152455315763016, 0.097168127, 41, 23.851934617055583, 98.66666666666667, 'High Risk'),
(93141, 92, 13, '33:46.0', 36.78151896930658, 99.06375560805897, 111, 85, 83, 'Male', 50.31541320131002, 1.6862656724329164, 0.11859419696097008, 26, 17.694938002934883, 93.66666666666667, 'High Risk'),
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(93144, 74, 13, '30:46.0', 36.52242671209239, 99.08695307, 111, 84, 19, 'Female', 56.91360054996878, 1.9907213370631411, 0.07182157, 27, 14.361345113192643, 93, 'High Risk'),
(93145, 67, 15, '29:46.0', 36.087392689184114, 96.53956376710357, 126, 79, 40, 'Female', 86.30929286252427, 1.9182901415801625, 0.10239561007060287, 47, 23.454650650126624, 94.66666666666667, 'Low Risk'),
(93146, 89, 18, '28:46.0', 36.13622297097177, 99.78689640617317, 116, 79, 31, 'Female', 67.91128904, 1.9624915883955851, 0.10028755576206827, 37, 17.633006438562486, 91.33333333333333, 'High Risk'),
(93147, 62, 16, '27:46.0', 36.05329595303099, 95.09841776, 123, 70, 67, 'Male', 73.12646576761259, 1.5851674059994125, 0.092693981, 53, 29.102099189687813, 87.66666666666666, 'Low Risk'),
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(93152, 91, 13, '22:46.0', 37.35624094225413, 97.17959055964366, 126, 87, 62, 'Male', 80.31520702052954, 1.8457810288842413, 0.06945237, 39, 23.574225161022774, 100, 'High Risk'),
(93153, 70, 16, '21:46.0', 36.32514060940004, 96.47557426027915, 120, 75, 23, 'Male', 79.29434757150196, 1.7194112200458882, 0.064582517, 45, 26.821478697291532, 90, 'Low Risk'),
(93154, 91, 12, '20:46.0', 36.83826515853562, 97.28067999935287, 110, 86, 51, 'Male', 76.52223045589058, 1.5468705959139415, 0.083471685, 24, 31.980087818388906, 94, 'High Risk'),
(93155, 81, 16, '19:46.0', 36.382496115915025, 97.80847644855861, 115, 83, 42, 'Female', 81.73147384559148, 1.9164479514543449, 0.089866577, 32, 22.253343562160975, 93.66666666666667, 'Low Risk'),
(93156, 86, 13, '18:46.0', 36.22273444964278, 97.49574393969729, 133, 82, 77, 'Male', 59.29923055653944, 1.5702778940183109, 0.10222046526064332, 51, 24.048944743227075, 99, 'Low Risk'),
(93157, 86, 16, '17:46.0', 36.57834977964121, 98.70971804094735, 110, 86, 73, 'Male', 78.22031664, 1.7428082474339706, 0.11614579371157967, 24, 25.752556976771302, 94, 'Low Risk'),
(93158, 71, 16, '16:46.0', 36.66410596254342, 95.41176972982012, 125, 87, 32, 'Male', 88.36821346226301, 1.5728140888178586, 0.12406201857336042, 38, 35.72245463503439, 99.66666666666667, 'High Risk'),
(93159, 91, 14, '15:46.0', 37.47864107289711, 99.98283519187608, 131, 85, 85, 'Female', 82.68619366, 1.8856656488150334, 0.13196263908607886, 46, 23.254318748853947, 100.33333333333333, 'High Risk'),
(93160, 79, 18, '14:46.0', 36.70454252545002, 95.18233850426313, 133, 83, 38, 'Male', 83.46429011463216, 1.9239795913537245, 0.084091504, 50, 22.547571982146042, 99.66666666666666, 'Low Risk'),
(93161, 61, 19, '13:46.0', 36.85721724048506, 96.71137338542968, 114, 83, 21, 'Female', 54.83142502685117, 1.6286396006896378, 0.10109968697854499, 31, 20.671859850648463, 93.33333333333333, 'Low Risk'),
(93162, 83, 14, '12:46.0', 36.566306583443215, 95.05717087852837, 138, 75, 76, 'Female', 54.493236879695175, 1.976976931837354, 0.093092365, 63, 13.942459832116217, 96, 'High Risk'),
(93163, 61, 19, '11:46.0', 36.40233575559693, 95.17026115695298, 117, 88, 19, 'Male', 65.39865749236321, 1.8313859163868216, 0.11644525912909717, 29, 19.49885425031995, 97.66666666666667, 'Low Risk'),
(93164, 80, 17, '10:46.0', 37.07437009113256, 99.99878348440456, 138, 81, 78, 'Male', 98.32601507, 1.544264711287247, 0.080325036, 57, 41.23110213924904, 100, 'High Risk'),
(93165, 63, 13, '09:46.0', 36.40662244430007, 98.10981129067189, 116, 81, 34, 'Male', 97.15334691619762, 1.5624573397589854, 0.082372645, 35, 39.796183942151295, 92.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(93167, 93, 17, '07:46.0', 37.27663443109336, 97.20578838032063, 127, 74, 57, 'Male', 97.67566510418622, 1.9443359457926221, 0.11778392420049709, 53, 25.837100033687108, 91.66666666666666, 'High Risk'),
(93168, 67, 14, '06:46.0', 36.893315680692055, 95.84901159, 119, 71, 64, 'Male', 54.71290079607342, 1.5923079670468554, 0.084523867, 48, 21.57921315254506, 87, 'Low Risk'),
(93169, 63, 19, '05:46.0', 36.25470783510271, 98.24229151901211, 120, 79, 67, 'Male', 82.98201453007849, 1.646276947693436, 0.10837343968696833, 41, 30.618095970374846, 92.66666666666667, 'High Risk'),
(93170, 91, 12, '04:46.0', 37.15897787753886, 97.07463483, 124, 73, 63, 'Female', 59.05788008446514, 1.8009087079646509, 0.11960310986414366, 51, 18.20935059049542, 90, 'High Risk'),
(93171, 92, 16, '03:46.0', 36.95705101275632, 96.81862766, 119, 89, 69, 'Male', 53.265192172206675, 1.9659473776015872, 0.073361646, 30, 13.781602528574094, 99, 'High Risk'),
(93172, 67, 19, '02:46.0', 36.08930028961749, 96.71510614, 134, 75, 57, 'Female', 70.96071237337864, 1.7851777047298563, 0.093053266, 59, 22.266658999505314, 94.66666666666666, 'Low Risk'),
(93173, 73, 17, '01:46.0', 36.58272895031291, 95.40182724928918, 112, 84, 29, 'Male', 93.55546472802757, 1.956246128659095, 0.12084159158272866, 28, 24.44680844311759, 93.33333333333333, 'Low Risk'),
(93174, 76, 15, '00:46.0', 37.295823651706236, 95.37085109556024, 134, 83, 65, 'Female', 69.93191609118917, 1.7475072645601215, 0.12091499654001106, 51, 22.900103655832794, 100, 'Low Risk'),
(93175, 75, 15, '59:46.0', 36.243472112931855, 97.99067587088176, 125, 71, 53, 'Female', 93.97100177327562, 1.9986358311863417, 0.057974652, 54, 23.524831339907124, 89, 'Low Risk'),
(93176, 83, 15, '58:46.0', 36.36365391188101, 97.56473343214462, 125, 76, 32, 'Female', 63.99317997125718, 1.607264887621605, 0.068105586, 49, 24.771869156624266, 92.33333333333333, 'Low Risk'),
(93177, 90, 17, '57:46.0', 37.39689201841724, 95.04369519421367, 129, 84, 25, 'Male', 58.61075788882715, 1.6166634914623792, 0.14963735, 45, 22.42529038407331, 99, 'Low Risk'),
(93178, 93, 15, '56:46.0', 37.36065369927719, 97.95283893561687, 110, 86, 55, 'Male', 90.76399070783408, 1.584151312337177, 0.083893079, 24, 36.16764737307861, 94, 'High Risk'),
(93179, 88, 16, '55:46.0', 36.85070715629915, 97.60149136002451, 129, 75, 18, 'Female', 79.75135507529082, 1.7595824730433087, 0.13616052985296934, 54, 25.758396038168407, 93, 'Low Risk'),
(93180, 79, 13, '54:46.0', 36.645442427173265, 95.66575587874614, 117, 81, 60, 'Female', 75.30129866564091, 1.7829218394969826, 0.071233392, 36, 23.688516110280823, 93, 'Low Risk'),
(93181, 71, 14, '53:46.0', 36.491612541120624, 99.28356521317797, 129, 88, 65, 'Male', 80.66089296347111, 1.5877228670417076, 0.11205995703384222, 41, 31.99732158590926, 101.66666666666667, 'High Risk'),
(93182, 82, 16, '52:46.0', 37.07427538365428, 95.68246182, 119, 85, 62, 'Male', 52.96694230886406, 1.8970271982033267, 0.064956998, 34, 14.718304632808195, 96.33333333333333, 'High Risk'),
(93183, 62, 13, '51:46.0', 36.75557824271995, 96.83169320101985, 138, 80, 29, 'Female', 52.20453598393742, 1.9171788681563535, 0.10993129480891392, 58, 14.203094385760776, 99.33333333333333, 'High Risk'),
(93184, 66, 13, '50:46.0', 36.91530021360578, 97.21770715517795, 125, 86, 22, 'Female', 59.4657558, 1.8974065902927315, 0.13121944746229297, 39, 16.51756915232043, 99, 'High Risk'),
(93185, 97, 15, '49:46.0', 37.49478835967002, 99.04615052610774, 125, 81, 80, 'Female', 67.09985281128718, 1.8195614147179056, 0.073742067, 44, 20.26693759025638, 95.66666666666667, 'High Risk'),
(93186, 72, 18, '48:46.0', 36.89001959889391, 98.59905611486846, 119, 81, 38, 'Male', 58.039328630872454, 1.6456017173206947, 0.1040363784778768, 38, 21.432504139629017, 93.66666666666667, 'Low Risk'),
(93187, 79, 19, '47:46.0', 36.89950078734035, 96.73924969724504, 127, 82, 55, 'Female', 99.48428306, 1.7518161979715614, 0.10029281894524694, 45, 32.41734172685301, 97, 'High Risk'),
(93188, 70, 15, '46:46.0', 36.72955224507233, 98.37313137459783, 116, 79, 42, 'Female', 66.37267895221953, 1.7742850919339765, 0.11818095276142533, 37, 21.083491836956583, 91.33333333333333, 'Low Risk'),
(93189, 75, 16, '45:46.0', 37.04173684944072, 98.46254429137218, 133, 80, 76, 'Male', 79.60820259420721, 1.8803795623587933, 0.096247897, 53, 22.51473159539048, 97.66666666666666, 'Low Risk'),
(93190, 97, 12, '44:46.0', 37.05358517698385, 98.80309852179265, 124, 70, 37, 'Female', 87.79169064966723, 1.596777154877227, 0.08928649, 54, 34.43220152, 88, 'High Risk'),
(93191, 81, 15, '43:46.0', 37.27700569222386, 96.07662902716864, 121, 73, 46, 'Female', 93.41445863267458, 1.7018018677545945, 0.090013955, 48, 32.254930416939494, 89, 'High Risk'),
(93192, 63, 16, '42:46.0', 37.436633810806526, 97.34103378424727, 129, 77, 69, 'Male', 69.17856662115176, 1.9924437561219142, 0.13520096599482817, 52, 17.426068535698562, 94.33333333333333, 'High Risk'),
(93193, 83, 17, '41:46.0', 36.36516002327653, 98.55363628578297, 133, 70, 85, 'Male', 50.75020629, 1.938762753853525, 0.10869277533100266, 63, 13.501700696189221, 91, 'High Risk'),
(93194, 87, 13, '40:46.0', 36.35417518802491, 98.71209190079038, 112, 82, 26, 'Female', 79.92785945014501, 1.791292518814771, 0.12176111983454609, 30, 24.90950848, 92, 'Low Risk'),
(93195, 89, 14, '39:46.0', 36.96734051507955, 97.29249508490253, 137, 87, 35, 'Female', 71.25045512434033, 1.6790207518816345, 0.085259745, 50, 25.274089271185467, 103.66666666666666, 'Low Risk'),
(93196, 78, 12, '38:46.0', 37.09446973825027, 96.81448737176271, 131, 76, 31, 'Female', 94.29814637521503, 1.6598020151301374, 0.072974795, 55, 34.22871385595852, 94.33333333333333, 'High Risk'),
(93197, 61, 15, '37:46.0', 36.46226153753343, 98.75583230129847, 136, 81, 49, 'Male', 62.71773486125068, 1.5778695169804187, 0.13743380518127113, 55, 25.191161528589383, 99.33333333333333, 'Low Risk'),
(93198, 86, 19, '36:46.0', 37.478988203911314, 97.05467548, 115, 82, 71, 'Male', 75.79118377923345, 1.5009569205163913, 0.13439898934817585, 33, 33.64203321, 93, 'High Risk'),
(93199, 87, 12, '35:46.0', 36.79041069099228, 98.23145323263176, 117, 84, 75, 'Female', 51.35042287281223, 1.520599549526429, 0.12622239012318076, 33, 22.20824855321092, 95, 'Low Risk'),
(93200, 87, 14, '34:46.0', 36.43524937598112, 97.71786017995275, 130, 78, 81, 'Female', 74.51632200772625, 1.7233403142117745, 0.088077427, 52, 25.09049997530074, 95.33333333333333, 'Low Risk'),
(93201, 87, 12, '33:46.0', 36.13267689806312, 98.89862638987978, 129, 70, 29, 'Male', 58.12298653251764, 1.6302053082981476, 0.13035460948374217, 59, 21.870731837601923, 89.66666666666666, 'Low Risk'),
(93202, 68, 19, '32:46.0', 36.905221439908715, 97.38255390010113, 127, 73, 67, 'Female', 60.479311153961255, 1.7866383146460338, 0.081218984, 54, 18.946698731173388, 91, 'Low Risk'),
(93203, 83, 13, '31:46.0', 36.93793507380884, 99.69181366086497, 117, 89, 63, 'Male', 60.07897387051355, 1.6682930191074536, 0.13783899208779632, 28, 21.58628175632809, 98.33333333333333, 'Low Risk'),
(93204, 96, 19, '30:46.0', 36.59272483459241, 99.41644873583776, 120, 78, 59, 'Male', 83.49710032261564, 1.6842426665764954, 0.063021789, 42, 29.434866030915682, 92, 'High Risk'),
(93205, 61, 14, '29:46.0', 37.091351587781126, 96.09815136526039, 113, 78, 45, 'Male', 63.611807412613345, 1.5494870751517162, 0.094097706, 35, 26.494871618665417, 89.66666666666667, 'Low Risk'),
(93206, 80, 12, '28:46.0', 36.45735419590854, 96.68398088379755, 115, 89, 83, 'Female', 84.47540566155423, 1.832110374694169, 0.098533812, 26, 25.166743220913318, 97.66666666666667, 'Low Risk'),
(93207, 79, 17, '27:46.0', 37.024207727542965, 97.54179954996224, 131, 85, 75, 'Male', 86.18434398988457, 1.6469323979832877, 0.064627913, 46, 31.774361654285645, 100.33333333333333, 'High Risk'),
(93208, 81, 12, '26:46.0', 36.659836018247454, 99.97075358735812, 131, 89, 73, 'Female', 81.23253370159125, 1.8934525313754214, 0.12558097711699656, 42, 22.657978253573397, 103, 'Low Risk'),
(93209, 90, 14, '25:46.0', 36.68329014377018, 99.14694267486676, 132, 85, 49, 'Male', 52.896798778228074, 1.9630288841657981, 0.058551091, 47, 13.727011904161783, 100.66666666666667, 'High Risk'),
(93210, 70, 16, '24:46.0', 36.34123383684794, 99.17050764914637, 118, 78, 86, 'Female', 63.35655148017042, 1.8414224164698272, 0.059833762272777424, 40, 18.68463760594285, 91.33333333333333, 'Low Risk'),
(93211, 91, 13, '23:46.0', 37.09428250143466, 98.07945296738744, 135, 80, 55, 'Female', 66.11893332807122, 1.7253049872036204, 0.054348937, 55, 22.212328273937576, 98.33333333333333, 'High Risk'),
(93212, 83, 17, '22:46.0', 37.218595300058126, 98.19667933212209, 122, 78, 36, 'Female', 82.28066019, 1.9539099798502915, 0.053722080770057315, 44, 21.552053946312263, 92.66666666666667, 'Low Risk'),
(93213, 92, 14, '21:46.0', 36.78229002840653, 96.39143375146105, 112, 73, 75, 'Male', 94.80934148593181, 1.6414700015184682, 0.10933057362414558, 39, 35.18724214295582, 86, 'High Risk'),
(93214, 72, 17, '20:46.0', 37.42606165480685, 98.59835074, 117, 86, 45, 'Male', 63.146518299955716, 1.5565852697369948, 0.082119624, 31, 26.06175017, 96.33333333333333, 'Low Risk'),
(93215, 79, 14, '19:46.0', 36.525514876856384, 95.19176031965978, 112, 89, 32, 'Male', 59.75085526122283, 1.5787604913475641, 0.1496820520560695, 23, 23.972406139127095, 96.66666666666667, 'Low Risk'),
(93216, 85, 14, '18:46.0', 37.096544734540096, 97.09840695, 137, 74, 50, 'Male', 97.78628943023598, 1.7015587062822894, 0.063938219, 63, 33.774123868863846, 95, 'High Risk'),
(93217, 77, 14, '17:46.0', 36.46003675971924, 96.65871656246324, 121, 84, 29, 'Male', 60.39173997453564, 1.9052091032105476, 0.11515052264067262, 37, 16.637660060835834, 96.33333333333333, 'High Risk'),
(93218, 82, 18, '16:46.0', 37.22316052857804, 95.01756921459474, 123, 76, 56, 'Female', 54.44155585561816, 1.840833919461745, 0.08257732, 47, 16.065761370269886, 91.66666666666667, 'High Risk'),
(93219, 69, 14, '15:46.0', 36.39261970006708, 95.73596727049144, 117, 70, 51, 'Male', 89.39393715660476, 1.7575079204079977, 0.10350085036576306, 47, 28.94099668137688, 85.66666666666667, 'Low Risk'),
(93220, 97, 16, '14:46.0', 37.10049677213431, 96.79437475243958, 138, 72, 27, 'Male', 92.05090789182347, 1.6714053886529947, 0.06731524, 66, 32.95068749178476, 94, 'High Risk'),
(93221, 75, 13, '13:46.0', 36.42676628087436, 95.27830535159127, 133, 72, 66, 'Female', 69.54362873017848, 1.5840808102127746, 0.058265771, 61, 27.714221412886392, 92.33333333333333, 'Low Risk'),
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(93397, 83, 13, '17:46.0', 36.17694203041082, 95.66778741, 113, 87, 48, 'Male', 76.39688594584628, 1.8298048016977826, 0.12572479230877887, 26, 22.817398672529155, 95.66666666666667, 'Low Risk'),
(93398, 61, 12, '16:46.0', 36.81042051984257, 99.47079225, 130, 80, 86, 'Male', 69.49297099339432, 1.7576530401274697, 0.095124735, 50, 22.494408612801124, 96.66666666666666, 'Low Risk'),
(93399, 93, 14, '15:46.0', 37.20463480865519, 99.30567103248252, 116, 87, 80, 'Female', 58.60220936230658, 1.653439460287181, 0.11172617484696279, 29, 21.43568633511856, 96.66666666666667, 'High Risk'),
(93400, 77, 13, '14:46.0', 36.73969430358932, 97.44695306774675, 121, 81, 21, 'Female', 88.38403709463925, 1.6216134636415518, 0.13166190275224227, 40, 33.610823392121205, 94.33333333333333, 'High Risk'),
(93401, 83, 13, '13:46.0', 37.477884221072124, 95.4573333, 121, 79, 73, 'Male', 59.84792071482602, 1.787868161404975, 0.1445667145605002, 42, 18.723114165193987, 93, 'Low Risk'),
(93402, 99, 19, '12:46.0', 37.40384365211038, 98.96428242813957, 135, 80, 65, 'Male', 72.29682436700858, 1.8428936510565581, 0.082688791, 55, 21.287206525653886, 98.33333333333333, 'High Risk'),
(93403, 84, 19, '11:46.0', 37.428394513296084, 98.52326608882818, 119, 71, 62, 'Male', 89.65749228360595, 1.9000859693711134, 0.10884099999922695, 48, 24.833623092083226, 87, 'Low Risk'),
(93404, 61, 13, '10:46.0', 37.07752098215957, 97.97497304250518, 137, 83, 74, 'Female', 85.79587016, 1.7955482473674933, 0.11711419386955797, 54, 26.611675840032966, 101, 'Low Risk'),
(93405, 71, 14, '09:46.0', 36.613191314473774, 99.06858922711817, 119, 73, 85, 'Female', 96.65198683, 1.8483677674174301, 0.093193784, 46, 28.29006941, 88.33333333333333, 'Low Risk'),
(93406, 66, 17, '08:46.0', 37.30888273886405, 97.42166277357421, 112, 79, 89, 'Female', 53.97423629549297, 1.7937184861435058, 0.069026038, 33, 16.775595202227883, 90, 'High Risk'),
(93407, 69, 13, '07:46.0', 37.41904776409805, 95.09050654331789, 117, 70, 28, 'Male', 85.21792447804197, 1.660829985231544, 0.066592958, 47, 30.89445926058303, 85.66666666666667, 'High Risk'),
(93408, 83, 19, '06:46.0', 36.30990369542789, 98.14565622979603, 118, 76, 74, 'Female', 74.12978231397342, 1.9419615830371804, 0.12184329607242354, 42, 19.656738330230546, 90, 'Low Risk'),
(93409, 93, 16, '05:46.0', 37.443972927610126, 98.10023843233496, 139, 74, 87, 'Female', 94.40354694332801, 1.8045480565261516, 0.13635056404631807, 65, 28.99021309436774, 95.66666666666666, 'High Risk'),
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(93411, 76, 19, '03:46.0', 36.02013946574685, 96.0523311, 124, 73, 57, 'Male', 71.62846458664697, 1.836372126602619, 0.12769021356444804, 51, 21.240476603175075, 90, 'Low Risk'),
(93412, 80, 15, '02:46.0', 36.73755831536462, 97.40580078153128, 133, 84, 65, 'Male', 62.49523940341317, 1.8395145304254943, 0.1270711677265381, 49, 18.46887707, 100.33333333333333, 'High Risk'),
(93413, 64, 14, '01:46.0', 36.77947277039635, 99.41579063662158, 115, 75, 82, 'Male', 59.87546290495479, 1.976968158933254, 0.12778379651113314, 40, 15.319674391558195, 88.33333333333333, 'High Risk'),
(93414, 93, 16, '00:46.0', 36.59475625, 98.06406056746299, 120, 75, 75, 'Female', 82.72869164868592, 1.5429349895365991, 0.10562650304387206, 45, 34.75048742032134, 90, 'High Risk'),
(93415, 95, 18, '59:46.0', 37.315927674699275, 96.13256402449146, 120, 88, 62, 'Female', 60.43264292354449, 1.8972319085751672, 0.077057743, 32, 16.78922879, 98.66666666666667, 'High Risk'),
(93416, 99, 16, '58:46.0', 36.80327609251418, 97.85216503626873, 133, 84, 20, 'Male', 80.73288924994054, 1.5793722150674347, 0.09760742, 49, 32.36543945905766, 100.33333333333333, 'High Risk'),
(93417, 89, 16, '57:46.0', 36.833345091141055, 98.62007040417626, 139, 76, 67, 'Male', 67.4044682, 1.6175093600279227, 0.052959, 63, 25.762919803604323, 97, 'Low Risk'),
(93418, 69, 19, '56:46.0', 36.343993680829385, 96.75973989857752, 114, 81, 86, 'Female', 52.36470349652486, 1.5916547721688987, 0.11300879547190679, 33, 20.670020024331837, 92, 'Low Risk'),
(93419, 83, 17, '55:46.0', 37.38384485708143, 95.68108938310364, 120, 85, 73, 'Female', 52.21287749295086, 1.7399922212184311, 0.059819646, 35, 17.24578687346905, 96.66666666666667, 'High Risk'),
(93420, 95, 16, '54:46.0', 36.68558759931247, 95.79241751715557, 118, 72, 18, 'Male', 54.50643445846101, 1.5704919578234802, 0.14644418406000986, 46, 22.099189192766403, 87.33333333333333, 'High Risk'),
(93421, 61, 18, '53:46.0', 36.82922034974492, 95.63581019140261, 111, 76, 41, 'Male', 56.07341577155383, 1.5280582189071559, 0.10635250949120462, 35, 24.014702459334053, 87.66666666666667, 'Low Risk'),
(93422, 63, 17, '52:46.0', 37.26755165427955, 97.67079446568175, 131, 89, 44, 'Male', 99.25315870753201, 1.8443873689622083, 0.13094547156708483, 42, 29.176961228059206, 103, 'Low Risk'),
(93423, 71, 19, '51:46.0', 36.33410669212787, 97.13634375573837, 112, 82, 69, 'Female', 51.68820262444843, 1.7908288188197417, 0.084451633, 30, 16.11696568578393, 92, 'High Risk'),
(93424, 98, 19, '50:46.0', 36.69619768368996, 99.85871576441215, 124, 84, 72, 'Female', 78.38044787282178, 1.5265548381475045, 0.13447902637529852, 40, 33.634340830828194, 97.33333333333333, 'High Risk'),
(93425, 64, 19, '49:46.0', 36.990796667817705, 95.3720941, 132, 78, 37, 'Female', 86.34958930838232, 1.8094915876503959, 0.1333096460414035, 54, 26.372247295714082, 96, 'Low Risk'),
(93426, 97, 17, '48:46.0', 36.78147529746554, 95.85779781225506, 135, 81, 82, 'Male', 53.616486146912486, 1.529822904130651, 0.068532468, 54, 22.909522151536695, 99, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(93428, 65, 13, '46:46.0', 37.09484926156039, 97.25322717561772, 129, 85, 67, 'Male', 60.70688715096419, 1.7418969022531134, 0.11035972157001647, 44, 20.007511289036437, 99.66666666666667, 'Low Risk'),
(93429, 78, 13, '45:46.0', 37.171590775530255, 97.42851107271225, 127, 78, 59, 'Female', 66.70505571, 1.6379617844716008, 0.14099964896395834, 49, 24.862867831188055, 94.33333333333333, 'Low Risk'),
(93430, 61, 12, '44:46.0', 36.61517930605711, 97.72576411803075, 116, 74, 72, 'Male', 58.30581099, 1.7861897135605136, 0.073610341, 42, 18.27496998894286, 88, 'High Risk'),
(93431, 68, 12, '43:46.0', 36.71509542013621, 96.04389458324096, 123, 72, 19, 'Male', 72.80135443194654, 1.765239158333618, 0.069684672, 51, 23.363201439826472, 89, 'Low Risk'),
(93432, 90, 17, '42:46.0', 36.50416218305996, 97.34840914430288, 129, 89, 45, 'Male', 90.32691401461142, 1.8931106857917137, 0.064994767, 40, 25.203749770960563, 102.33333333333333, 'Low Risk'),
(93433, 90, 17, '41:46.0', 37.34745360951546, 96.87292403957464, 138, 81, 19, 'Male', 99.53313297, 1.5234633537500188, 0.1260978264593539, 57, 42.88482582840717, 100, 'High Risk'),
(93434, 88, 14, '40:46.0', 36.27295167738822, 96.97324363182766, 114, 83, 45, 'Female', 64.97092558686761, 1.6540666518887286, 0.080191157, 31, 23.74723457605473, 93.33333333333333, 'Low Risk'),
(93435, 82, 12, '39:46.0', 37.266664397480085, 98.34190910371353, 131, 83, 23, 'Female', 59.74180102582184, 1.857729118560715, 0.1407209059251293, 48, 17.310656325464723, 99, 'High Risk'),
(93436, 71, 12, '38:46.0', 36.09987783909851, 97.46590022241548, 129, 76, 55, 'Female', 72.52396631463208, 1.89746791, 0.14756306374409972, 53, 20.143394951182714, 93.66666666666666, 'Low Risk'),
(93437, 94, 15, '37:46.0', 36.95097352447785, 99.35617542719476, 139, 86, 74, 'Male', 76.42049527690155, 1.7749010244698027, 0.14940029756005346, 53, 24.25836731924179, 103.66666666666666, 'High Risk'),
(93438, 71, 16, '36:46.0', 36.02233113840741, 98.83142739810076, 131, 77, 76, 'Male', 69.34181791964107, 1.6196324759760508, 0.12129317068694474, 54, 26.433962553677485, 95, 'Low Risk'),
(93439, 87, 18, '35:46.0', 37.45478945860531, 97.15708948910016, 123, 79, 18, 'Male', 86.88946473936763, 1.747501420340915, 0.099008584, 44, 28.453260961715397, 93.66666666666667, 'Low Risk'),
(93440, 98, 19, '34:46.0', 37.230651997212824, 95.54095570687105, 111, 73, 25, 'Female', 70.00073429197892, 1.9517845265944114, 0.10240056520420862, 38, 18.375486850548747, 85.66666666666667, 'High Risk'),
(93441, 94, 14, '33:46.0', 37.34734759746953, 99.91544129, 113, 87, 27, 'Female', 59.60238255843201, 1.6855833461237175, 0.088702917, 26, 20.977955375716572, 95.66666666666667, 'High Risk'),
(93442, 79, 12, '32:46.0', 37.41813595671923, 99.46899144005916, 112, 74, 43, 'Male', 92.73745867, 1.6369297148739066, 0.094412915, 38, 34.60948410247676, 86.66666666666667, 'High Risk'),
(93443, 76, 14, '31:46.0', 37.144192719759076, 98.57835857, 111, 81, 23, 'Female', 92.47301964709922, 1.5147298628953458, 0.065561009, 30, 40.303676496621435, 91, 'High Risk'),
(93444, 76, 18, '30:46.0', 36.65412867, 95.07991137953145, 122, 85, 67, 'Male', 62.983801093017334, 1.5865595729052788, 0.14834084337494424, 37, 25.02165888910744, 97.33333333333333, 'Low Risk'),
(93445, 97, 16, '29:46.0', 36.35239738325635, 97.41553511072142, 136, 71, 53, 'Male', 96.53179016203931, 1.7724422931846755, 0.11263515119408161, 65, 30.727423869724383, 92.66666666666666, 'High Risk'),
(93446, 65, 19, '28:46.0', 36.451019535335924, 99.38230617408499, 115, 74, 34, 'Female', 89.29418989998612, 1.7319656040681906, 0.12455363666371805, 41, 29.76765857166957, 87.66666666666667, 'Low Risk'),
(93447, 64, 12, '27:46.0', 36.383531394801956, 97.06447877500085, 121, 83, 33, 'Male', 76.96743059743024, 1.7472598820688021, 0.072337058, 38, 25.211110616533233, 95.66666666666667, 'Low Risk'),
(93448, 92, 15, '26:46.0', 36.489195495973554, 95.38444647048614, 111, 79, 36, 'Male', 63.222117931573784, 1.7466817059397426, 0.073079094, 32, 20.72246893532777, 89.66666666666667, 'High Risk'),
(93449, 60, 15, '25:46.0', 36.01979253903714, 99.49302526496574, 126, 84, 20, 'Male', 59.14439733785227, 1.6889386591785125, 0.1226190623727725, 42, 20.73413192691985, 98, 'Low Risk'),
(93450, 70, 15, '24:46.0', 36.34131798567198, 97.33807838, 116, 83, 57, 'Female', 96.65293378604395, 1.8027761233297184, 0.10513995999415826, 33, 29.739348220607287, 94, 'Low Risk'),
(93451, 91, 17, '23:46.0', 37.061510610003225, 96.68634247173436, 138, 83, 53, 'Female', 59.330906037905955, 1.6910120365336647, 0.10186141873602997, 55, 20.748541925073077, 101.33333333333333, 'High Risk'),
(93452, 77, 15, '22:46.0', 36.06630051056295, 98.42664632759286, 135, 87, 64, 'Female', 60.27537051650418, 1.5174230065225291, 0.1293208982168274, 48, 26.177403058258907, 103, 'Low Risk'),
(93453, 94, 12, '21:46.0', 36.556374864932614, 98.47603815971837, 116, 74, 85, 'Female', 73.03258613, 1.810878692, 0.1278333046912081, 42, 22.270909977784953, 88, 'High Risk'),
(93454, 80, 15, '20:46.0', 36.79771187803146, 99.57992329381769, 133, 70, 87, 'Female', 98.77650470624627, 1.972142737527868, 0.091873421, 63, 25.396681058722493, 91, 'Low Risk'),
(93455, 76, 19, '19:46.0', 37.475171446329455, 99.58691790886158, 124, 89, 37, 'Male', 70.50762374645232, 1.6620755762802384, 0.057269508836289756, 35, 25.523165869625345, 100.66666666666667, 'Low Risk'),
(93456, 73, 18, '18:46.0', 37.076924014230904, 99.37306111743457, 131, 76, 30, 'Male', 94.16607779985716, 1.6155289885053379, 0.078563303, 55, 36.07987058277753, 94.33333333333333, 'High Risk'),
(93457, 99, 17, '17:46.0', 37.408393620994275, 99.81422424893374, 129, 82, 38, 'Female', 75.74189149557412, 1.7936020601984928, 0.075719796, 47, 23.54420108588596, 97.66666666666667, 'High Risk'),
(93458, 96, 13, '16:46.0', 37.209256978502964, 95.56273363823159, 131, 75, 78, 'Male', 98.04284492, 1.9690099329550186, 0.12939130917475322, 56, 25.288326536842423, 93.66666666666666, 'High Risk'),
(93459, 92, 16, '15:46.0', 36.358121864210105, 98.05921580369865, 132, 84, 31, 'Female', 73.29461731952784, 1.935546428106326, 0.10867065084490099, 48, 19.5643262, 100, 'High Risk'),
(93460, 69, 13, '14:46.0', 36.18000053548162, 98.05220969383208, 139, 80, 67, 'Female', 56.368046457382135, 1.7872673710662477, 0.12833468441244766, 59, 17.64631104643211, 99.66666666666666, 'High Risk'),
(93461, 66, 18, '13:46.0', 36.891617011203735, 98.20915424739357, 136, 78, 76, 'Male', 76.12267399089973, 1.9943263045510164, 0.12436578588994153, 58, 19.139103918663345, 97.33333333333333, 'Low Risk'),
(93462, 73, 18, '12:46.0', 36.70421242223508, 98.13066021770301, 137, 81, 64, 'Male', 70.63898515052435, 1.741334682364874, 0.1344915643138072, 56, 23.29592455938812, 99.66666666666666, 'Low Risk'),
(93463, 70, 18, '11:46.0', 36.337501221324786, 96.70264214042844, 126, 88, 48, 'Male', 90.12270049, 1.7371886602452364, 0.13876529374361932, 38, 29.86346695779179, 100.66666666666667, 'Low Risk'),
(93464, 78, 13, '10:46.0', 36.87088467501641, 95.88528416, 129, 87, 40, 'Female', 63.20873660636292, 1.9415788770068987, 0.1284481499109817, 42, 16.767450496443324, 101, 'High Risk'),
(93465, 95, 16, '09:46.0', 37.377251312249136, 97.42517260787831, 116, 73, 81, 'Male', 84.25377817133713, 1.5739944166001507, 0.12318656329676944, 43, 34.00815019640226, 87.33333333333333, 'High Risk'),
(93466, 68, 14, '08:46.0', 37.44542521313848, 97.30501511368811, 110, 87, 50, 'Male', 53.69273858541652, 1.9817591179089777, 0.054199193, 23, 13.671426298822734, 94.66666666666667, 'High Risk'),
(93467, 85, 16, '07:46.0', 36.96139558927278, 98.21914186352008, 137, 77, 71, 'Male', 89.55624202895903, 1.9137433364639385, 0.14270111696375087, 60, 24.45279338723421, 97, 'Low Risk'),
(93468, 68, 17, '06:46.0', 36.14107713354504, 99.05002558901754, 113, 75, 45, 'Male', 94.18156872958505, 1.6259942345393557, 0.11816113684672393, 38, 35.62278890158757, 87.66666666666667, 'High Risk'),
(93469, 77, 17, '05:46.0', 36.68344943297998, 99.92685813887977, 120, 74, 76, 'Male', 64.67674732, 1.9174358321089549, 0.11965828004394678, 46, 17.59164662745383, 89.33333333333333, 'High Risk'),
(93470, 76, 14, '04:46.0', 37.30900181468325, 99.51954971434166, 111, 70, 56, 'Female', 94.39139272022985, 1.8563889898788672, 0.12071957237803045, 41, 27.390150973328023, 83.66666666666667, 'Low Risk'),
(93471, 79, 17, '03:46.0', 36.69559546175542, 99.35795428936633, 122, 76, 53, 'Male', 63.764809, 1.9004308455824224, 0.11156935207968932, 46, 17.65537399, 91.33333333333333, 'High Risk'),
(93472, 97, 15, '02:46.0', 36.4808262, 95.16701956426786, 137, 84, 49, 'Female', 91.17380108, 1.7500005398429794, 0.14705994438935266, 53, 29.771018719112348, 101.66666666666666, 'High Risk'),
(93473, 60, 12, '01:46.0', 37.01892990984508, 97.74932455756075, 114, 77, 30, 'Male', 85.38717284102464, 1.500572746868731, 0.07283243, 37, 37.92089030575479, 89.33333333333333, 'High Risk'),
(93474, 83, 15, '00:46.0', 37.02193899211927, 99.43000338757177, 111, 79, 38, 'Female', 99.58701857220007, 1.572661638, 0.093824874, 32, 40.265411721950265, 89.66666666666667, 'High Risk'),
(93475, 71, 18, '59:46.0', 36.14781834247913, 96.46680600085521, 110, 78, 68, 'Male', 91.23936896667851, 1.5103329259926297, 0.12486704042285457, 32, 39.99787255489976, 88.66666666666667, 'High Risk'),
(93476, 68, 17, '58:46.0', 37.28594806241903, 97.53444183965054, 129, 76, 42, 'Female', 77.23428097418176, 1.8905974451553031, 0.088241511, 53, 21.60787079993541, 93.66666666666666, 'Low Risk'),
(93477, 69, 12, '57:46.0', 37.17998884975717, 99.27271225217858, 111, 81, 32, 'Female', 88.56108480743742, 1.6843654713615184, 0.12491433998373386, 30, 31.215497982266683, 91, 'High Risk'),
(93478, 66, 18, '56:46.0', 37.09995252263606, 99.79350897, 122, 89, 20, 'Male', 69.74768706396213, 1.7006647634941552, 0.070821259, 33, 24.11528413194521, 100, 'Low Risk'),
(93479, 60, 13, '55:46.0', 36.34640594000767, 96.95183075069478, 117, 75, 58, 'Female', 51.089184060656194, 1.969201917135965, 0.1390438743850861, 42, 13.17493456304731, 89, 'High Risk'),
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(93655, 94, 14, '59:46.0', 36.71861371774759, 95.36972712514333, 111, 81, 70, 'Female', 65.24218700994268, 1.620364744288342, 0.093318542, 30, 24.848658081209756, 91, 'High Risk'),
(93656, 93, 12, '58:46.0', 36.03083624471732, 99.12791159, 117, 72, 49, 'Male', 61.89523216613229, 1.5447550207684737, 0.12456417038698749, 45, 25.938088363000666, 87, 'High Risk'),
(93657, 94, 18, '57:46.0', 36.17275285, 96.10673443389753, 125, 73, 82, 'Male', 68.46478589019506, 1.9277621766121853, 0.09024191, 52, 18.422999669767073, 90.33333333333333, 'High Risk'),
(93658, 97, 18, '56:46.0', 37.31926323229228, 96.77354804346074, 110, 81, 52, 'Male', 77.95435649449688, 1.5381715113687244, 0.086049347, 29, 32.948137056109964, 90.66666666666667, 'High Risk'),
(93659, 60, 14, '55:46.0', 36.32654103136622, 96.86466939, 115, 74, 54, 'Male', 97.07315082716572, 1.7505582594092532, 0.13532082133952897, 41, 31.677141791428525, 87.66666666666667, 'High Risk'),
(93660, 71, 15, '54:46.0', 36.02659078, 96.66532657284355, 118, 85, 51, 'Female', 86.23462508492402, 1.8018133071829192, 0.07564266, 33, 26.562081167078187, 96, 'Low Risk'),
(93661, 83, 18, '53:46.0', 36.76790628944131, 95.28909639351673, 136, 73, 81, 'Male', 87.98252507592022, 1.9860914753023264, 0.13992492228009468, 63, 22.304779142070544, 94, 'Low Risk'),
(93662, 60, 13, '52:46.0', 37.44132494175909, 98.13259302470843, 111, 88, 52, 'Male', 74.70487587781854, 1.520550222071578, 0.12613832805727826, 23, 32.310777641433965, 95.66666666666667, 'High Risk'),
(93663, 95, 14, '51:46.0', 36.738546290483846, 99.63235759832313, 128, 77, 61, 'Female', 64.08911447755226, 1.7044643686918453, 0.11536556384452576, 51, 22.06014776937957, 94, 'High Risk'),
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(93665, 93, 14, '49:46.0', 37.121845817391275, 99.03830286, 114, 79, 57, 'Male', 69.17296018935464, 1.9821875524968338, 0.078436635, 35, 17.60543953693328, 90.66666666666667, 'High Risk'),
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(93667, 61, 16, '47:46.0', 36.01089148645847, 99.75304147305582, 130, 72, 62, 'Female', 70.89332294582645, 1.862352625307962, 0.057614827, 58, 20.440028749506578, 91.33333333333333, 'Low Risk'),
(93668, 65, 18, '46:46.0', 37.16208702251254, 98.47720868407308, 130, 70, 41, 'Female', 70.38832416128807, 1.8750720131665184, 0.10949344566831018, 60, 20.02002991243721, 90, 'Low Risk'),
(93669, 84, 13, '45:46.0', 37.09469425806752, 96.62530076149308, 134, 79, 43, 'Male', 93.33368420878128, 1.6222765002812687, 0.12271486203028321, 55, 35.46407648314477, 97.33333333333333, 'High Risk'),
(93670, 91, 15, '44:46.0', 37.395450287595175, 99.46764212589501, 122, 87, 46, 'Male', 84.24646129, 1.6314394718329288, 0.074790837, 35, 31.652625284525428, 98.66666666666667, 'High Risk'),
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(93674, 88, 17, '40:46.0', 36.64183015468329, 95.57983837181607, 114, 75, 68, 'Female', 61.64479153678335, 1.5844820530263832, 0.088004468, 39, 24.553971047993418, 88, 'Low Risk'),
(93675, 86, 13, '39:46.0', 37.32273693624995, 98.60051068840554, 135, 72, 57, 'Male', 91.95383347, 1.6572293696280904, 0.12335727669136233, 63, 33.481476112266726, 93, 'High Risk'),
(93676, 83, 18, '38:46.0', 36.43582666617373, 97.02195045769831, 113, 81, 48, 'Female', 77.74640215169788, 1.601039425728868, 0.1043999795158455, 32, 30.330267964010257, 91.66666666666667, 'High Risk'),
(93677, 98, 13, '37:46.0', 36.27626896103351, 98.11268488379834, 111, 70, 31, 'Female', 84.34291994, 1.8150045927277976, 0.052461648, 41, 25.603136730256935, 83.66666666666667, 'High Risk'),
(93678, 65, 14, '36:46.0', 36.021892668282305, 95.76951750007606, 121, 74, 79, 'Male', 52.328040143804856, 1.6872242157629687, 0.078301107, 47, 18.381835251225407, 89.66666666666667, 'High Risk'),
(93679, 98, 18, '35:46.0', 37.17863811933087, 99.03869506394699, 110, 78, 65, 'Female', 61.63882452086444, 1.5716694618231632, 0.052571155, 32, 24.953525839738308, 88.66666666666667, 'High Risk'),
(93680, 92, 13, '34:46.0', 37.48769000726839, 98.00813114234329, 126, 79, 79, 'Female', 86.79601824370718, 1.5225126445603494, 0.13834162347370943, 47, 37.44363353517529, 94.66666666666667, 'High Risk'),
(93681, 63, 15, '33:46.0', 36.36343850764805, 98.61152570255683, 120, 87, 70, 'Female', 52.77272258660183, 1.931725377323997, 0.12737846295969008, 33, 14.14225715297074, 98, 'High Risk'),
(93682, 66, 17, '32:46.0', 36.61605615561891, 98.91723888767405, 139, 84, 18, 'Male', 92.04363956523375, 1.6633392593108498, 0.097627068, 55, 33.26841472400239, 102.33333333333333, 'High Risk'),
(93683, 85, 12, '31:46.0', 36.48727422338089, 98.92011199, 118, 85, 52, 'Male', 84.51706864633861, 1.7932339179163934, 0.12124342458255198, 33, 26.282733799274705, 96, 'Low Risk'),
(93684, 87, 15, '30:46.0', 36.76065251951427, 98.08043264, 126, 77, 74, 'Female', 76.03070486849455, 1.943822267804031, 0.10262874087142336, 49, 20.12222083190349, 93.33333333333333, 'Low Risk'),
(93685, 60, 19, '29:46.0', 36.99692347, 97.70117368037837, 136, 85, 73, 'Male', 71.15025404191613, 1.7714272117896959, 0.075755614, 51, 22.674088188682983, 102, 'Low Risk'),
(93686, 70, 15, '28:46.0', 37.096770104335704, 97.55035835858106, 111, 89, 82, 'Female', 58.06413827588378, 1.742303388641862, 0.13154388375819306, 22, 19.12759741745908, 96.33333333333333, 'Low Risk'),
(93687, 61, 18, '27:46.0', 37.24991477229801, 98.13473853022282, 122, 73, 26, 'Female', 94.05436860414282, 1.938168390582528, 0.1320336272726666, 49, 25.037788093204956, 89.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(93689, 81, 12, '25:46.0', 37.22447987, 98.59441357, 137, 81, 69, 'Female', 91.86496209995693, 1.8173029725691703, 0.099670575, 56, 27.816035136733547, 99.66666666666666, 'Low Risk'),
(93690, 98, 18, '24:46.0', 36.545079205603386, 96.10228452182935, 132, 79, 33, 'Female', 71.48574715297485, 1.9995413979634178, 0.087232131, 53, 17.87963548539808, 96.66666666666666, 'High Risk'),
(93691, 68, 19, '23:46.0', 36.84962894941169, 96.67876054843941, 136, 89, 80, 'Male', 77.13058218026295, 1.6763082457232785, 0.095628969, 47, 27.448514575504227, 104.66666666666667, 'Low Risk'),
(93692, 63, 19, '22:46.0', 36.37742178277006, 99.49461116620877, 137, 80, 72, 'Male', 93.93875521708691, 1.8109849913316514, 0.1291894366720847, 57, 28.64277548971925, 99, 'Low Risk'),
(93693, 90, 15, '21:46.0', 36.43205596084334, 99.73215398147703, 113, 87, 43, 'Male', 51.547859785744095, 1.7337459206465629, 0.087644793, 26, 17.149036870450217, 95.66666666666667, 'High Risk'),
(93694, 96, 12, '20:46.0', 36.06606405431063, 97.83638098, 110, 85, 44, 'Female', 85.6104776, 1.6528473093872578, 0.12927899339031118, 25, 31.33729093517616, 93.33333333333333, 'High Risk'),
(93695, 89, 16, '19:46.0', 36.56968600009245, 99.30757279802377, 130, 83, 86, 'Female', 76.93980108200985, 1.5854654898936733, 0.10253664188685173, 47, 30.60817758451976, 98.66666666666667, 'High Risk'),
(93696, 68, 18, '18:46.0', 36.02349073923782, 96.87448869, 110, 77, 21, 'Female', 75.30520575233757, 1.654494902379004, 0.14770741874237348, 33, 27.51022438227143, 88, 'Low Risk'),
(93697, 96, 18, '17:46.0', 37.013365061911244, 99.59927161550489, 125, 73, 33, 'Female', 79.16126938012235, 1.5850065515637393, 0.069098219, 52, 31.51016129579883, 90.33333333333333, 'High Risk'),
(93698, 95, 16, '16:46.0', 37.180455689685665, 98.45868569484396, 122, 76, 58, 'Female', 58.39661467526796, 1.9747126252775151, 0.1278003669051797, 46, 14.975449453042286, 91.33333333333333, 'High Risk'),
(93699, 72, 16, '15:46.0', 37.21948207, 98.58558949981636, 122, 80, 55, 'Male', 82.42987229765315, 1.5235472597591329, 0.086417361, 42, 35.51180655279646, 94, 'High Risk'),
(93700, 83, 15, '14:46.0', 37.382837298546804, 95.00435714681659, 132, 81, 20, 'Male', 59.72012683184158, 1.5243189965370372, 0.083633863, 51, 25.702122989777276, 98, 'Low Risk'),
(93701, 67, 17, '13:46.0', 36.78964220651238, 97.83992462748905, 125, 83, 59, 'Female', 95.03751152250047, 1.9744738390937329, 0.064587545, 42, 24.377675311932872, 97, 'Low Risk'),
(93702, 97, 18, '12:46.0', 36.00227396185754, 97.39200684962631, 119, 85, 25, 'Female', 59.356760446829746, 1.901118942780174, 0.11521529399265365, 34, 16.422966680539815, 96.33333333333333, 'High Risk'),
(93703, 99, 15, '11:46.0', 36.782188501467026, 95.45551939232985, 118, 83, 70, 'Female', 96.75828418274246, 1.8069351173308839, 0.069019086, 35, 29.63487103720258, 94.66666666666667, 'High Risk'),
(93704, 73, 17, '10:46.0', 36.572196403365666, 96.26748090084496, 118, 78, 39, 'Male', 88.39834166187848, 1.6002133782684533, 0.051082582659198995, 40, 34.52139395361602, 91.33333333333333, 'High Risk'),
(93705, 87, 16, '09:46.0', 36.808047087760876, 98.27404797067534, 127, 87, 68, 'Female', 67.17966613608544, 1.9896996898266834, 0.092611384, 40, 16.969255030067664, 100.33333333333333, 'High Risk'),
(93706, 67, 13, '08:46.0', 36.792680729033684, 96.31943788, 136, 88, 36, 'Female', 75.06674850282573, 1.946006634239966, 0.059863719, 48, 19.822524892340784, 104, 'Low Risk'),
(93707, 90, 12, '07:46.0', 36.59787809, 98.33499668854256, 118, 75, 21, 'Male', 57.97381554, 1.8144806898516643, 0.12102214879599416, 43, 17.608695479246425, 89.33333333333333, 'High Risk'),
(93708, 91, 16, '06:46.0', 37.23167088622653, 97.85518667353217, 128, 87, 31, 'Female', 70.08010370548556, 1.9406274284440423, 0.075779345, 41, 18.608458797885856, 100.66666666666667, 'High Risk'),
(93709, 60, 13, '05:46.0', 36.89431131154191, 96.60455416820223, 118, 86, 35, 'Female', 67.57326676144473, 1.8175352784704257, 0.050049929, 32, 20.45545840155092, 96.66666666666667, 'Low Risk'),
(93710, 83, 12, '04:46.0', 36.555538737758575, 98.78680504164907, 114, 83, 80, 'Male', 58.97317887712212, 1.876535239869778, 0.085059424, 31, 16.747156911923614, 93.33333333333333, 'High Risk'),
(93711, 95, 14, '03:46.0', 37.449506425827146, 99.21580759717342, 122, 76, 36, 'Male', 67.05036443745863, 1.9713060939865856, 0.14113117206604586, 46, 17.254127930065707, 91.33333333333333, 'High Risk'),
(93712, 62, 19, '02:46.0', 36.90474403636159, 99.65909446038596, 126, 84, 63, 'Female', 88.07849445, 1.7841562496972418, 0.091109865, 42, 27.66967839258805, 98, 'Low Risk'),
(93713, 60, 19, '01:46.0', 37.05700822049288, 96.02377785430629, 112, 72, 50, 'Female', 70.99773493139551, 1.9898391399123585, 0.069999752, 40, 17.93116699467297, 85.33333333333333, 'High Risk'),
(93714, 99, 14, '00:46.0', 36.18075637217891, 96.50962427574943, 136, 75, 70, 'Male', 75.91957501, 1.992195146098887, 0.14794447690855994, 61, 19.12890071407095, 95.33333333333333, 'High Risk'),
(93715, 65, 15, '59:46.0', 36.16744353453116, 97.09378416082485, 132, 76, 34, 'Female', 80.97984696067587, 1.8025092800998612, 0.082975263, 56, 24.924240488624996, 94.66666666666666, 'Low Risk'),
(93716, 77, 16, '58:46.0', 36.74097322603035, 98.03788334707632, 115, 83, 22, 'Male', 98.54056764564248, 1.5593250902703664, 0.11752349002648417, 32, 40.52674519101695, 93.66666666666667, 'High Risk'),
(93717, 69, 12, '57:46.0', 37.17123648064693, 95.65041200875498, 112, 72, 63, 'Female', 50.60158205725273, 1.940217067817355, 0.13289565791788782, 40, 13.441986468262472, 85.33333333333333, 'High Risk'),
(93718, 63, 12, '56:46.0', 37.45764698597011, 97.94471462255716, 136, 77, 18, 'Female', 85.61049552069191, 1.94336157, 0.10829038483107087, 59, 22.66834376836138, 96.66666666666666, 'Low Risk'),
(93719, 76, 18, '55:46.0', 37.035626775526026, 96.57342673127475, 114, 82, 42, 'Male', 95.62357462661406, 1.5034767822975372, 0.10295998753381669, 32, 42.30303464043589, 92.66666666666667, 'High Risk'),
(93720, 70, 19, '54:46.0', 36.00898037841124, 98.91584129710527, 133, 76, 37, 'Female', 76.77761072, 1.8013624448016419, 0.13303536411358124, 57, 23.66096126096767, 95, 'Low Risk'),
(93721, 76, 17, '53:46.0', 37.186137528106954, 99.41316116, 136, 86, 54, 'Male', 81.79259225890178, 1.5366002984612888, 0.060734264331801985, 50, 34.641137639896776, 102.66666666666666, 'High Risk'),
(93722, 75, 13, '52:46.0', 36.88947305627923, 99.22772219505978, 113, 71, 51, 'Male', 75.61963973, 1.6603043539576068, 0.0804864, 42, 27.432108532178777, 85, 'Low Risk'),
(93723, 75, 17, '51:46.0', 37.302612250332274, 97.75836393374445, 113, 80, 25, 'Male', 84.44310965334822, 1.9819295272323947, 0.094821324, 33, 21.497492304132695, 91, 'Low Risk'),
(93724, 89, 13, '50:46.0', 36.951046128765675, 97.04649196981808, 116, 87, 25, 'Female', 80.46873320452688, 1.8198057705557096, 0.10676459731115578, 29, 24.298367080125896, 96.66666666666667, 'Low Risk'),
(93725, 86, 16, '49:46.0', 36.60217085425626, 98.29834034, 125, 72, 65, 'Female', 59.705661801098564, 1.6293275451515248, 0.13506438738365767, 53, 22.490479627970092, 89.66666666666666, 'Low Risk'),
(93726, 74, 13, '48:46.0', 37.49530147194082, 96.49079017794219, 126, 79, 21, 'Female', 83.23460971935525, 1.5316822868062603, 0.097883483, 47, 35.47860764, 94.66666666666667, 'High Risk'),
(93727, 79, 14, '47:46.0', 36.82241426072951, 98.74899157765778, 112, 79, 85, 'Female', 73.36295651523619, 1.810198542514974, 0.14974737327042562, 33, 22.38846937046704, 90, 'Low Risk'),
(93728, 79, 15, '46:46.0', 36.20900578309773, 95.72272903183134, 132, 70, 61, 'Female', 83.13468847995586, 1.8386338621848077, 0.081557385, 62, 24.591881939634895, 90.66666666666666, 'Low Risk'),
(93729, 91, 14, '45:46.0', 36.549046622590616, 96.27235864128808, 128, 83, 85, 'Male', 65.11042177766116, 1.7249444079766216, 0.12336417696795264, 45, 21.882669570767046, 98, 'High Risk'),
(93730, 94, 15, '44:46.0', 36.075002183391064, 98.53810234, 115, 77, 25, 'Male', 82.26241496371077, 1.746079181431214, 0.1472009596317138, 38, 26.98196572987813, 89.66666666666667, 'High Risk'),
(93731, 67, 16, '43:46.0', 36.269702164449455, 97.99192887645103, 127, 72, 64, 'Female', 89.49592754890162, 1.760888038284677, 0.094981891, 55, 28.862888183203737, 90.33333333333333, 'Low Risk'),
(93732, 79, 17, '42:46.0', 36.90227812759301, 96.15749960716182, 120, 81, 61, 'Male', 51.357184932980935, 1.666600867150761, 0.096330102, 39, 18.490046510385017, 94, 'High Risk'),
(93733, 80, 17, '41:46.0', 36.29935382319008, 99.63211432745827, 115, 84, 67, 'Male', 70.32956903604199, 1.9247013415003331, 0.064232286, 31, 18.985028705647586, 94.33333333333333, 'Low Risk'),
(93734, 81, 13, '40:46.0', 36.61391877315865, 97.76417861498953, 131, 80, 39, 'Female', 67.54767997633094, 1.9730595904407622, 0.10697907093725423, 51, 17.351220668425352, 97, 'High Risk'),
(93735, 85, 17, '39:46.0', 37.02565936, 98.11117712433241, 114, 79, 87, 'Male', 99.16519685388535, 1.5936337175290478, 0.11953670989280511, 35, 39.04651325839225, 90.66666666666667, 'High Risk'),
(93736, 86, 14, '38:46.0', 36.12900517963921, 99.88042604290433, 118, 70, 44, 'Female', 82.48868052, 1.7680067249171687, 0.13222705934883044, 48, 26.38921865058932, 86, 'Low Risk'),
(93737, 66, 12, '37:46.0', 36.40835422402305, 95.12209672330329, 130, 83, 44, 'Female', 89.78263898579345, 1.832197509702818, 0.1494771313731642, 47, 26.745319444908034, 98.66666666666667, 'Low Risk'),
(93738, 75, 14, '36:46.0', 37.331406673632614, 96.46565859870391, 137, 79, 44, 'Male', 70.09868597149824, 1.9497610233193408, 0.11255201549624629, 58, 18.43941370649874, 98.33333333333333, 'High Risk'),
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(93915, 95, 18, '39:46.0', 37.44201724, 95.37866952921357, 126, 89, 24, 'Female', 94.12586245687623, 1.7523590248947523, 0.095082113, 37, 30.652280376578243, 101.33333333333333, 'High Risk'),
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(93917, 98, 18, '37:46.0', 37.49852832877046, 98.59027200886692, 123, 84, 63, 'Male', 96.30327360752437, 1.8883976197630927, 0.12226321091498234, 39, 27.00562056998499, 97, 'High Risk'),
(93918, 62, 13, '36:46.0', 37.06741212169732, 98.85870191687239, 126, 72, 82, 'Female', 84.27205607867398, 1.9427044484056812, 0.13691219884801964, 54, 22.329043550789788, 90, 'Low Risk'),
(93919, 85, 12, '35:46.0', 36.971030922500205, 98.78588168637849, 125, 74, 38, 'Female', 97.96552534773565, 1.6471618470115523, 0.095514858, 51, 36.10777464744719, 91, 'High Risk'),
(93920, 65, 14, '34:46.0', 36.35104767649986, 97.66889569271193, 121, 77, 31, 'Female', 78.11787158718185, 1.5327689994740865, 0.084212513, 44, 33.250408531487174, 91.66666666666667, 'High Risk'),
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(93928, 87, 14, '26:46.0', 36.693781768076455, 98.88097939811333, 139, 85, 45, 'Male', 78.44118516743043, 1.9685527134120784, 0.10625341188237422, 54, 20.24184287512101, 103, 'Low Risk'),
(93929, 72, 13, '25:46.0', 37.02807303531825, 97.78956186825106, 129, 87, 68, 'Female', 81.63866229792721, 1.8871231424780386, 0.1160918129741333, 42, 22.92426387, 101, 'Low Risk'),
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(93931, 74, 17, '23:46.0', 36.90056319481969, 95.46426847699631, 122, 83, 87, 'Female', 86.85462938691246, 1.9421852205706096, 0.1288721084036602, 39, 23.025638476882754, 96, 'Low Risk'),
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(93937, 98, 17, '17:46.0', 36.71363293574641, 99.28008904188626, 134, 76, 61, 'Female', 94.60524902394945, 1.8652341873630096, 0.1417120330067992, 58, 27.19246006390865, 95.33333333333333, 'High Risk'),
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(93939, 66, 19, '15:46.0', 36.74072559608857, 98.12162198599191, 110, 82, 28, 'Male', 96.80686425665695, 1.77402881, 0.1047585622770314, 28, 30.759892685587317, 91.33333333333333, 'High Risk'),
(93940, 76, 18, '14:46.0', 37.09812125, 96.55868591102461, 117, 81, 40, 'Male', 51.18056412833393, 1.5395797133377884, 0.077805436, 36, 21.59238964995392, 93, 'Low Risk'),
(93941, 80, 19, '13:46.0', 36.02845581733522, 95.26142343453918, 112, 80, 84, 'Male', 74.8069315, 1.6794637138960522, 0.1292421666233358, 32, 26.521653135300138, 90.66666666666667, 'Low Risk'),
(93942, 74, 13, '12:46.0', 36.412377639896356, 98.57028034326028, 133, 71, 53, 'Male', 86.00148276902937, 1.6441558993522114, 0.14204203529249432, 62, 31.81412249284535, 91.66666666666666, 'High Risk'),
(93943, 84, 19, '11:46.0', 36.60918590955928, 99.23653681121236, 135, 74, 67, 'Female', 99.23729690548728, 1.8513497243909431, 0.083056621, 61, 28.953294952983047, 94.33333333333333, 'Low Risk'),
(93944, 97, 19, '10:46.0', 37.431852154358744, 99.66214515, 112, 80, 75, 'Male', 71.86742078, 1.960145707272079, 0.082288281, 32, 18.704898131615842, 90.66666666666667, 'High Risk'),
(93945, 71, 15, '09:46.0', 37.30981483648787, 99.68823673761828, 135, 72, 30, 'Female', 57.62134239450644, 1.7387093033847782, 0.14816006207587573, 63, 19.060286129229528, 93, 'Low Risk'),
(93946, 61, 19, '08:46.0', 36.72738438101492, 95.90731830258481, 122, 77, 73, 'Male', 89.16195704979582, 1.8365660796115089, 0.1123903790515956, 45, 26.434218451313722, 92, 'Low Risk'),
(93947, 89, 15, '07:46.0', 37.38694525, 99.51679955051735, 117, 86, 88, 'Female', 94.20217581521773, 1.6596845359114847, 0.13469201490104082, 31, 34.19871901752243, 96.33333333333333, 'High Risk'),
(93948, 98, 17, '06:46.0', 36.04647818143359, 96.52728660115756, 119, 73, 19, 'Female', 90.81376617323319, 1.7789725415022584, 0.089113412, 46, 28.69546041068269, 88.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(93953, 88, 12, '01:46.0', 36.08066390896443, 95.64326553, 125, 79, 48, 'Male', 79.04884190164933, 1.562405403490252, 0.051804174, 46, 32.38232649070578, 94.33333333333333, 'High Risk'),
(93954, 97, 18, '00:46.0', 36.89563297050552, 98.62253101179712, 126, 79, 79, 'Female', 90.73335622199968, 1.8187500069233118, 0.14233623534827455, 47, 27.429693810882032, 94.66666666666667, 'High Risk'),
(93955, 88, 18, '59:46.0', 37.224867495287576, 99.75495520346504, 130, 83, 31, 'Female', 63.57565560655269, 1.7000342484818158, 0.0985501, 47, 21.997610405732352, 98.66666666666667, 'Low Risk'),
(93956, 65, 13, '58:46.0', 36.20726791140967, 99.26106924279378, 120, 78, 60, 'Male', 89.49054241279782, 1.8040794433729246, 0.056357722549353076, 42, 27.49576608564413, 92, 'Low Risk'),
(93957, 79, 17, '57:46.0', 36.75527334340265, 95.70083121595113, 129, 80, 72, 'Female', 52.34011458, 1.9832358576455151, 0.061722187852536185, 49, 13.307177106316166, 96.33333333333333, 'High Risk'),
(93958, 65, 19, '56:46.0', 36.39888767, 96.80130073972056, 131, 89, 69, 'Male', 82.55344723987022, 1.6578322291209469, 0.13217569770814805, 42, 30.036827230002896, 103, 'High Risk'),
(93959, 61, 13, '55:46.0', 36.97099373, 98.91269320371487, 126, 78, 30, 'Male', 69.16233995, 1.992016078975901, 0.14308947285906268, 48, 17.42946269078961, 94, 'High Risk'),
(93960, 95, 15, '54:46.0', 36.21515053, 95.37269877213424, 110, 87, 21, 'Female', 56.95282998949892, 1.7002715439492297, 0.085575458, 23, 19.70056747377728, 94.66666666666667, 'High Risk'),
(93961, 77, 18, '53:46.0', 36.070632084428574, 98.41103918564279, 126, 82, 47, 'Male', 58.93805111042548, 1.6946880811245715, 0.073704842, 44, 20.52183639402595, 96.66666666666667, 'Low Risk'),
(93962, 80, 13, '52:46.0', 37.40534360103256, 98.81714266673642, 116, 77, 55, 'Male', 54.87890234663407, 1.659733822257706, 0.11994056094207836, 39, 19.921797804173544, 90, 'Low Risk'),
(93963, 71, 12, '51:46.0', 36.59598756695102, 98.62566615, 115, 83, 87, 'Female', 55.766559537761154, 1.656670909415623, 0.05324125, 32, 20.31895457685101, 93.66666666666667, 'Low Risk'),
(93964, 88, 13, '50:46.0', 36.71026312, 95.33196056203296, 113, 82, 33, 'Male', 57.346050255687366, 1.951384774034889, 0.09886984, 31, 15.059747382840948, 92.33333333333333, 'High Risk'),
(93965, 87, 17, '49:46.0', 37.11574727, 98.08838834115367, 136, 70, 69, 'Male', 63.57014024620255, 1.8195175289128247, 0.092756458, 66, 19.201744287858318, 92, 'Low Risk'),
(93966, 93, 15, '48:46.0', 36.79421272026911, 99.88883222264914, 127, 77, 79, 'Female', 88.57603854849692, 1.5327906685058554, 0.064873226, 50, 37.70079927187976, 93.66666666666666, 'High Risk'),
(93967, 94, 17, '47:46.0', 36.98230247761326, 97.56051965376652, 126, 84, 44, 'Male', 87.18032219890571, 1.6773719575048207, 0.1208442679968739, 42, 30.985585962572966, 98, 'High Risk'),
(93968, 81, 14, '46:46.0', 36.154290756438364, 98.76721592436674, 138, 78, 41, 'Female', 62.40614122, 1.9520347259726343, 0.13964639712654303, 60, 16.377675082002725, 98, 'High Risk'),
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(93970, 72, 17, '44:46.0', 37.40855939019602, 98.97185503, 121, 75, 73, 'Male', 73.76031396146007, 1.6789141010714492, 0.11603804800702762, 46, 26.167715123414343, 90.33333333333333, 'Low Risk'),
(93971, 96, 14, '43:46.0', 37.442615906660016, 96.41885015019635, 135, 74, 54, 'Male', 61.56041499194288, 1.721914194208741, 0.1107889515029701, 61, 20.76244651658036, 94.33333333333333, 'High Risk'),
(93972, 67, 19, '42:46.0', 36.12364198361186, 95.16772742867911, 118, 75, 56, 'Male', 76.89568053141886, 1.9237593325572524, 0.069550973, 43, 20.777843242239463, 89.33333333333333, 'Low Risk'),
(93973, 99, 16, '41:46.0', 36.847666721671956, 95.43003709928809, 139, 73, 29, 'Female', 99.73468872219578, 1.6716608627309717, 0.10836621368501531, 66, 35.690274399280064, 95, 'High Risk'),
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(93978, 64, 12, '36:46.0', 37.31977691044026, 96.89232675098344, 128, 75, 42, 'Female', 87.82721028342144, 1.7492936976740971, 0.12038879392553872, 53, 28.701435945703153, 92.66666666666666, 'Low Risk'),
(93979, 75, 19, '35:46.0', 36.444768815257966, 99.44245282797065, 126, 82, 89, 'Male', 95.48922410130787, 1.680695498815732, 0.085694742, 44, 33.804638074428006, 96.66666666666667, 'High Risk'),
(93980, 65, 12, '34:46.0', 36.03780845966394, 99.77135966348268, 120, 76, 37, 'Male', 50.78943765344473, 1.8749224748118347, 0.068296799, 44, 14.447968105822646, 90.66666666666667, 'High Risk'),
(93981, 80, 12, '33:46.0', 37.239181660040174, 95.11087960664254, 133, 78, 75, 'Male', 65.40400407025942, 1.7228664854087508, 0.081589281, 55, 22.034393004408408, 96.33333333333333, 'Low Risk'),
(93982, 90, 14, '32:46.0', 37.32072097297872, 96.09352606, 135, 74, 88, 'Female', 98.23619418951182, 1.5633022381017843, 0.087631512, 61, 40.19625842210436, 94.33333333333333, 'High Risk'),
(93983, 69, 15, '31:46.0', 36.07254831196124, 99.67083555519575, 138, 73, 23, 'Male', 86.30397196610318, 1.6044389256976541, 0.099736745, 65, 33.526205582063206, 94.66666666666666, 'High Risk'),
(93984, 88, 15, '30:46.0', 36.87980768486216, 98.52850605058237, 138, 87, 61, 'Female', 84.63613973872077, 1.9285533608725718, 0.091684733, 51, 22.755821965993437, 104, 'Low Risk'),
(93985, 96, 19, '29:46.0', 37.25611057494141, 95.98201580093767, 119, 89, 37, 'Female', 74.81944674111493, 1.8356205289546246, 0.091585544, 30, 22.204892774441106, 99, 'High Risk'),
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(93987, 65, 19, '27:46.0', 37.453406437709916, 99.35869128824923, 135, 87, 89, 'Female', 50.96548053398905, 1.8700057235513663, 0.051768651, 48, 14.574385470851189, 103, 'High Risk'),
(93988, 80, 19, '26:46.0', 36.108065720909956, 96.50474799050167, 135, 86, 43, 'Female', 89.93479448520914, 1.6452139869788993, 0.07871346, 49, 33.22637485820539, 102.33333333333333, 'High Risk'),
(93989, 99, 15, '25:46.0', 36.93677753922324, 98.88730365808087, 139, 88, 79, 'Male', 89.61990805, 1.812930516508552, 0.10934224059382952, 51, 27.267302440501542, 105, 'High Risk'),
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(93993, 80, 13, '21:46.0', 36.217518867906065, 95.42732493552037, 121, 89, 57, 'Male', 53.15947565215532, 1.998734659362469, 0.14561769421754717, 32, 13.306701096391274, 99.66666666666667, 'High Risk'),
(93994, 99, 15, '20:46.0', 36.97479726186784, 99.78134358698239, 128, 78, 61, 'Female', 78.30228319675044, 1.6677163164723365, 0.1027752449132393, 50, 28.15334939495241, 94.66666666666666, 'High Risk'),
(93995, 99, 18, '19:46.0', 36.62228096223378, 99.31895750838416, 111, 72, 70, 'Female', 50.75620029084213, 1.8546099222060375, 0.062786899, 39, 14.756519790738809, 85, 'High Risk'),
(93996, 65, 18, '18:46.0', 36.779400923490456, 96.77468828888662, 139, 84, 26, 'Female', 87.66390503466573, 1.7359666370062008, 0.051738587, 55, 29.089621062237065, 102.33333333333333, 'Low Risk'),
(93997, 60, 19, '17:46.0', 36.203422081830084, 98.80844365440596, 130, 87, 76, 'Female', 98.14468067291713, 1.630605066890348, 0.14997247647103934, 43, 36.912137190646646, 101.33333333333333, 'High Risk'),
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(94176, 88, 19, '18:46.0', 36.295512853524684, 97.28970676434905, 116, 88, 58, 'Female', 51.697076327920136, 1.7925080116347327, 0.11548822504279616, 28, 16.089545337908064, 97.33333333333333, 'High Risk'),
(94177, 95, 17, '17:46.0', 36.27520991210886, 97.01158485586082, 138, 77, 40, 'Male', 57.972827176398134, 1.6714737158692725, 0.098896929, 61, 20.750347635462003, 97.33333333333333, 'High Risk'),
(94178, 79, 14, '16:46.0', 36.4988467, 99.17929924073137, 112, 88, 38, 'Male', 64.11964093, 1.6637439313242586, 0.11601138682999403, 24, 23.164243040033305, 96, 'Low Risk'),
(94179, 64, 17, '15:46.0', 37.18356882772635, 95.37730441160261, 115, 85, 35, 'Female', 50.47673274869898, 1.7258879881864495, 0.13790545681611133, 30, 16.945954027247474, 95, 'High Risk'),
(94180, 87, 16, '14:46.0', 36.11127738060804, 97.12351533001812, 114, 78, 62, 'Female', 95.85203027, 1.8018079744954647, 0.10278773041208672, 36, 29.524619330262997, 90, 'Low Risk'),
(94181, 78, 17, '13:46.0', 37.15726351560468, 98.87730533425099, 125, 83, 61, 'Male', 50.48580441490859, 1.9892159783591477, 0.13351000634071675, 42, 12.758669933628372, 97, 'High Risk'),
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(94190, 89, 19, '04:46.0', 37.24388642777523, 98.48445764906577, 118, 85, 21, 'Female', 94.21029158350007, 1.559846460784731, 0.10143367169040482, 33, 38.71993719611881, 96, 'High Risk'),
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(94197, 83, 14, '57:46.0', 36.31979790998704, 98.88882922179278, 126, 82, 49, 'Male', 83.78713934695904, 1.9687615277106332, 0.099685054, 44, 21.61678658, 96.66666666666667, 'Low Risk'),
(94198, 99, 16, '56:46.0', 36.91554078, 95.76622023789282, 127, 83, 71, 'Female', 83.39613620388928, 1.6953912034635654, 0.071141743, 44, 29.01389793682012, 97.66666666666667, 'High Risk'),
(94199, 66, 17, '55:46.0', 36.01783196964861, 98.91330110702997, 130, 73, 69, 'Male', 75.34925934235362, 1.5589770150160402, 0.1007605925245873, 57, 31.002703251861924, 92, 'High Risk'),
(94200, 92, 14, '54:46.0', 36.08066608060781, 96.59911895271942, 133, 71, 34, 'Female', 96.82624205, 1.7908481807331955, 0.11030579452375161, 62, 30.19086363164916, 91.66666666666666, 'High Risk'),
(94201, 69, 19, '53:46.0', 36.36289720143698, 98.83006595, 136, 81, 38, 'Male', 54.22973744, 1.9975256404284538, 0.14063230482684963, 55, 13.59104268373668, 99.33333333333333, 'High Risk'),
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(94203, 94, 19, '51:46.0', 37.437206477040874, 96.87882793813668, 110, 86, 24, 'Male', 72.162641, 1.6548733047097062, 0.076225235, 24, 26.350139486375976, 94, 'High Risk'),
(94204, 86, 14, '50:46.0', 37.188761131934264, 99.59808312212448, 126, 81, 48, 'Female', 92.42548252565118, 1.614432510732168, 0.1134129007329786, 45, 35.46107828864321, 96, 'High Risk'),
(94205, 70, 19, '49:46.0', 37.00583788002308, 97.73946695311838, 124, 80, 39, 'Female', 63.21994048169864, 1.5654582297950463, 0.14222798780542215, 44, 25.79711350165023, 94.66666666666667, 'Low Risk'),
(94206, 88, 13, '48:46.0', 36.64374252098358, 96.92942026488105, 137, 85, 36, 'Male', 69.52731552110097, 1.6673567542633911, 0.1428852424103561, 52, 25.009119120552832, 102.33333333333333, 'Low Risk'),
(94207, 60, 17, '47:46.0', 37.30940699746442, 98.05777904644913, 124, 84, 53, 'Male', 73.82916405332695, 1.6626036906009314, 0.12198521585861989, 40, 26.708559822772017, 97.33333333333333, 'Low Risk'),
(94208, 99, 16, '46:46.0', 36.08982797067327, 95.62547960751749, 126, 81, 29, 'Male', 59.19313561261782, 1.508949897302771, 0.08179735, 45, 25.996908558961163, 96, 'High Risk'),
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INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(94213, 93, 18, '41:46.0', 36.641216740646755, 96.52910093261808, 128, 76, 47, 'Male', 71.58971996, 1.842834833059377, 0.11073271306516624, 52, 21.08035102021941, 93.33333333333333, 'High Risk'),
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(94215, 89, 19, '39:46.0', 36.16315080758757, 96.25811589232515, 122, 72, 52, 'Female', 56.144432153651195, 1.506896482376127, 0.13988011726074107, 50, 24.725202408326084, 88.66666666666666, 'Low Risk'),
(94216, 80, 18, '38:46.0', 36.91223900551983, 96.49500911907006, 113, 87, 64, 'Male', 59.261346659311414, 1.540147183171131, 0.12013135050758224, 26, 24.983142459039495, 95.66666666666667, 'Low Risk'),
(94217, 73, 13, '37:46.0', 37.409096305689616, 99.11142563188814, 115, 72, 33, 'Female', 96.00056588, 1.9033993651947734, 0.1256393030278552, 43, 26.498052288295877, 86.33333333333333, 'Low Risk'),
(94218, 62, 12, '36:46.0', 36.86515678913291, 95.21985079185966, 135, 78, 44, 'Female', 56.82159095448478, 1.8315740677870347, 0.1067531394209426, 57, 16.93808927, 97, 'High Risk'),
(94219, 65, 19, '35:46.0', 36.37927418, 95.84538470231959, 133, 80, 79, 'Male', 92.68366219959867, 1.8577765770601402, 0.13784985018539314, 53, 26.85444738, 97.66666666666666, 'Low Risk'),
(94220, 63, 15, '34:46.0', 37.022154729780524, 97.91927026165926, 116, 78, 82, 'Male', 84.54828207926533, 1.9280546354809631, 0.050217797, 38, 22.74396167651697, 90.66666666666667, 'Low Risk'),
(94221, 91, 16, '33:46.0', 36.785330797392724, 97.98133723386151, 132, 70, 81, 'Male', 81.03179859077107, 1.6273924875993457, 0.08484292, 62, 30.596437685842076, 90.66666666666666, 'High Risk'),
(94222, 92, 18, '32:46.0', 36.37097837790104, 99.99753409548187, 111, 71, 73, 'Male', 95.32814460364767, 1.5403274680855512, 0.11206346252778436, 40, 40.17862037026891, 84.33333333333333, 'High Risk'),
(94223, 68, 14, '31:46.0', 36.53118172633353, 95.66399136686339, 133, 76, 19, 'Female', 99.61433142271902, 1.5772353454188728, 0.10470612095826856, 57, 40.04320427207172, 95, 'High Risk'),
(94224, 91, 19, '30:46.0', 36.56195660849108, 99.09839946162192, 136, 84, 62, 'Male', 50.73840573908839, 1.9245065648901454, 0.13875658709346345, 52, 13.699288861531246, 101.33333333333333, 'High Risk'),
(94225, 95, 13, '29:46.0', 37.01194349661989, 98.56939142388894, 122, 73, 36, 'Female', 67.67756332762228, 1.6553668510142687, 0.13973916542125453, 49, 24.69768263501264, 89.33333333333333, 'High Risk'),
(94226, 98, 12, '28:46.0', 37.49844251942743, 99.80322601691364, 118, 87, 24, 'Female', 74.88312089357038, 1.7772223497948867, 0.11889272172137517, 31, 23.708299440583893, 97.33333333333333, 'High Risk'),
(94227, 93, 14, '27:46.0', 37.22706715129262, 96.87066663, 127, 81, 86, 'Male', 81.73191429346842, 1.540097826415662, 0.095353748, 46, 34.458395793701904, 96.33333333333333, 'High Risk'),
(94228, 90, 15, '26:46.0', 37.36132737, 97.77383247627219, 113, 81, 38, 'Female', 98.94793549, 1.8855688110627642, 0.083643126, 32, 27.830561289957835, 91.66666666666667, 'Low Risk'),
(94229, 72, 16, '25:46.0', 36.988538038105425, 95.29496910063759, 121, 77, 27, 'Female', 73.60388106552311, 1.695396140474428, 0.112139008, 44, 25.606978366284945, 91.66666666666667, 'Low Risk'),
(94230, 74, 16, '24:46.0', 37.402053733247655, 98.68850390103526, 133, 83, 59, 'Female', 81.55544142447499, 1.5043157042949735, 0.14962444144344436, 50, 36.03918523740471, 99.66666666666666, 'High Risk'),
(94231, 99, 16, '23:46.0', 36.406792689542485, 97.19670573809485, 115, 75, 54, 'Male', 54.06785358279891, 1.8362783263224278, 0.11690124548705844, 40, 16.03474702293114, 88.33333333333333, 'High Risk'),
(94232, 87, 15, '22:46.0', 37.11497177884051, 95.44082353747203, 133, 80, 29, 'Male', 72.56739445, 1.9696966621832925, 0.10895054854668607, 53, 18.704359109173314, 97.66666666666666, 'Low Risk'),
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(94235, 93, 14, '19:46.0', 37.08624739762793, 95.81703117299465, 116, 72, 30, 'Female', 91.21351404710313, 1.615308007179866, 0.053346970958290746, 44, 34.95815435772739, 86.66666666666667, 'High Risk'),
(94236, 64, 19, '18:46.0', 36.393343979074764, 95.09166057894232, 111, 85, 64, 'Female', 99.02079984973008, 1.8100517756216683, 0.1427828161657262, 26, 30.223477625923408, 93.66666666666667, 'High Risk'),
(94237, 62, 13, '17:46.0', 36.79859783217177, 97.07985278297205, 131, 79, 33, 'Male', 50.43469004934583, 1.9469633498214431, 0.137555999, 52, 13.304967055957967, 96.33333333333333, 'High Risk'),
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(94239, 76, 16, '15:46.0', 36.26594348880646, 99.05880241181598, 128, 85, 89, 'Female', 95.13631274277981, 1.7568026664430287, 0.1116734167867228, 43, 30.824805952646496, 99.33333333333333, 'High Risk'),
(94240, 86, 18, '14:46.0', 36.71359945383455, 95.26840175, 115, 85, 27, 'Male', 56.89926179296164, 1.717544268, 0.10626286618759428, 30, 19.288157928946895, 95, 'Low Risk'),
(94241, 81, 19, '13:46.0', 36.079549761102676, 95.03854771754878, 123, 77, 84, 'Male', 58.13511787567991, 1.6891317711934173, 0.10899691566118079, 46, 20.37565112363515, 92.33333333333333, 'Low Risk'),
(94242, 67, 17, '12:46.0', 36.674992505301134, 99.20439482218309, 124, 75, 51, 'Female', 61.364024987247014, 1.7133956035477285, 0.11350456343513261, 49, 20.902514901277947, 91.33333333333333, 'Low Risk'),
(94243, 84, 18, '11:46.0', 36.76144100337606, 96.92279732626554, 131, 72, 64, 'Male', 99.11803996368829, 1.7463119653622146, 0.14664668801773517, 59, 32.50192216724121, 91.66666666666666, 'High Risk'),
(94244, 61, 19, '10:46.0', 36.84850054, 95.74730554797327, 138, 76, 24, 'Male', 93.71366257480125, 1.874996250826857, 0.1265934745067426, 62, 26.656437290075583, 96.66666666666666, 'Low Risk'),
(94245, 78, 13, '09:46.0', 37.23172655994741, 98.99714840602039, 127, 88, 27, 'Male', 82.53761997861011, 1.7247085534581714, 0.059424702, 39, 27.74728578228221, 101, 'Low Risk'),
(94246, 63, 13, '08:46.0', 36.98362058871439, 98.57881329834743, 136, 75, 74, 'Male', 53.64565636283782, 1.881264245335534, 0.076720838, 61, 15.157757692388644, 95.33333333333333, 'High Risk'),
(94247, 81, 18, '07:46.0', 37.119390712573654, 96.07191688486712, 136, 79, 81, 'Male', 79.20807342553286, 1.5651490614532801, 0.11334853707872863, 57, 32.33389620330446, 98, 'High Risk'),
(94248, 79, 12, '06:46.0', 36.43158846462233, 98.41866118347056, 120, 86, 86, 'Male', 61.53656449886303, 1.5355567928479714, 0.056605693580357656, 34, 26.097654628337395, 97.33333333333333, 'Low Risk'),
(94249, 84, 18, '05:46.0', 36.595392711974505, 99.14010143163304, 132, 71, 84, 'Female', 89.10616067242546, 1.8922692198589401, 0.10264823701517833, 61, 24.88524274248343, 91.33333333333333, 'Low Risk'),
(94250, 78, 14, '04:46.0', 37.01639135215975, 96.20546866182221, 117, 87, 24, 'Female', 80.12199832803034, 1.854441401057387, 0.12405593489251783, 30, 23.29837029640014, 97, 'Low Risk'),
(94251, 86, 14, '03:46.0', 36.37287008, 96.10849102, 132, 85, 55, 'Male', 50.86223044625761, 1.8834765160276152, 0.14268925913785946, 47, 14.33755120766265, 100.66666666666667, 'High Risk'),
(94252, 87, 15, '02:46.0', 36.076920536568196, 96.98810860648034, 130, 88, 33, 'Female', 62.71150769, 1.804224708484891, 0.14839499248441357, 42, 19.264865880079128, 102, 'Low Risk'),
(94253, 97, 17, '01:46.0', 37.370714901445965, 95.95795339653901, 135, 76, 32, 'Male', 72.05444837378724, 1.727164281229843, 0.076511746, 59, 24.154246929751974, 95.66666666666666, 'High Risk'),
(94254, 64, 19, '00:46.0', 37.15764458871294, 95.67547621139327, 122, 74, 86, 'Male', 96.15816269109663, 1.6521468640181143, 0.072014518, 48, 35.22807042443468, 90, 'High Risk'),
(94255, 64, 13, '59:46.0', 36.33317462957804, 98.72550668, 134, 78, 80, 'Male', 75.78477247378302, 1.7219652075566483, 0.12938753576136364, 56, 25.558373153929832, 96.66666666666666, 'Low Risk'),
(94256, 75, 12, '58:46.0', 36.383914932936825, 96.47694585772447, 116, 78, 50, 'Female', 55.051990932480734, 1.8109443875691653, 0.099515362, 38, 16.786602328693895, 90.66666666666667, 'High Risk'),
(94257, 76, 18, '57:46.0', 36.45205806, 97.87901606253595, 124, 83, 25, 'Female', 94.51932131499656, 1.648542558531414, 0.085579784, 41, 34.77925445, 96.66666666666667, 'High Risk'),
(94258, 74, 19, '56:46.0', 37.27821065, 96.33539594667403, 127, 72, 85, 'Female', 54.681835068437266, 1.8994418976408516, 0.11578330766972914, 55, 15.15622534710982, 90.33333333333333, 'High Risk'),
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(94436, 63, 16, '58:46.0', 37.16796774858351, 96.81153133586763, 118, 72, 82, 'Male', 56.95230563549601, 1.6141976932970696, 0.082201581, 46, 21.85736807856656, 87.33333333333333, 'Low Risk'),
(94437, 99, 18, '57:46.0', 36.76429239228991, 95.29087529478836, 139, 79, 88, 'Male', 74.06872550413378, 1.620589307580872, 0.12042997775711514, 60, 28.202586083310035, 99, 'High Risk'),
(94438, 98, 16, '56:46.0', 37.097281990798905, 95.54213742100782, 130, 80, 59, 'Male', 70.63456209702878, 1.9421157736006855, 0.053527351, 50, 18.726948923202965, 96.66666666666666, 'High Risk'),
(94439, 72, 16, '55:46.0', 37.47965711208072, 97.86268971941318, 124, 87, 58, 'Male', 76.6123297, 1.635022428272896, 0.11492167018201571, 37, 28.658353812049196, 99.33333333333333, 'Low Risk'),
(94440, 64, 18, '54:46.0', 36.02724997600214, 96.22572771191909, 113, 85, 34, 'Female', 62.994457974160824, 1.856609726185002, 0.14316975213651298, 28, 18.275156340853147, 94.33333333333333, 'High Risk'),
(94441, 93, 12, '53:46.0', 36.16958439633812, 99.08314592358508, 127, 75, 72, 'Female', 91.44133456241173, 1.724788005959369, 0.094272705, 52, 30.73768169, 92.33333333333333, 'High Risk'),
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(94443, 90, 16, '51:46.0', 36.33112528291959, 95.61420606765468, 130, 87, 75, 'Female', 89.86911617073588, 1.5388612465801363, 0.14775355677659507, 43, 37.94997943111691, 101.33333333333333, 'High Risk'),
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(94445, 62, 12, '49:46.0', 36.833965222601975, 97.95441944982444, 111, 82, 30, 'Female', 97.58537372343972, 1.8758484652820964, 0.090575854, 29, 27.732512989802437, 91.66666666666667, 'Low Risk'),
(94446, 74, 12, '48:46.0', 36.94072401361282, 95.68519013131147, 117, 81, 48, 'Male', 88.48245125, 1.6706197744859164, 0.095658775, 36, 31.70311310781377, 93, 'High Risk'),
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(94456, 83, 17, '38:46.0', 36.60851077995005, 97.77610239, 127, 76, 63, 'Male', 54.421152467100725, 1.5201122097487545, 0.092995299, 51, 23.551384339512264, 93, 'Low Risk'),
(94457, 87, 12, '37:46.0', 36.46263795220817, 97.22761909228434, 128, 83, 82, 'Male', 81.04872942122954, 1.5458776197742568, 0.099788123, 45, 33.91532564147768, 98, 'High Risk'),
(94458, 79, 14, '36:46.0', 36.00683247707839, 95.57481320999656, 128, 76, 87, 'Female', 87.12652138040409, 1.6813355711512266, 0.076046098, 52, 30.820634289973274, 93.33333333333333, 'High Risk'),
(94459, 79, 15, '35:46.0', 36.984124990449565, 98.39348998768818, 117, 82, 45, 'Male', 52.44610611234168, 1.9534355981819427, 0.13938458336961307, 35, 13.744060359851158, 93.66666666666667, 'High Risk'),
(94460, 96, 13, '34:46.0', 36.88590646741054, 99.85688654952229, 138, 78, 37, 'Female', 64.56131384525453, 1.5110362413890766, 0.12447764923542662, 60, 28.276301144717063, 98, 'High Risk'),
(94461, 63, 14, '33:46.0', 36.23053181999013, 98.66826003505302, 115, 77, 80, 'Male', 53.67734868203329, 1.778663246568192, 0.059705899, 38, 16.966942736722334, 89.66666666666667, 'High Risk'),
(94462, 93, 17, '32:46.0', 36.00377727497244, 98.59768775749484, 114, 74, 36, 'Female', 88.28387003916914, 1.678170451481339, 0.10157089687439527, 40, 31.34795559276009, 87.33333333333333, 'High Risk'),
(94463, 73, 16, '31:46.0', 36.23247099266319, 98.00479694905503, 118, 83, 48, 'Male', 60.56341444, 1.940564088152036, 0.14835711193820336, 35, 16.08253005054524, 94.66666666666667, 'High Risk'),
(94464, 61, 19, '30:46.0', 36.93795605330925, 99.26872593114281, 136, 86, 63, 'Female', 54.943034339565884, 1.7863387224432494, 0.1027876189799237, 50, 17.218091661575222, 102.66666666666666, 'High Risk'),
(94465, 87, 13, '29:46.0', 36.21929580394107, 95.98080710347737, 133, 82, 24, 'Female', 88.7726335, 1.6577443812211239, 0.079036638, 51, 32.30308309448782, 99, 'High Risk'),
(94466, 81, 15, '28:46.0', 36.73011502488281, 97.16769274882675, 139, 78, 86, 'Female', 93.67351774217394, 1.9378287628451243, 0.1326361386348454, 61, 24.945145081369677, 98.33333333333333, 'Low Risk'),
(94467, 73, 15, '27:46.0', 37.34582725291531, 97.00321516444866, 131, 83, 22, 'Male', 67.54065737533722, 1.8287869998510937, 0.050787182, 48, 20.194775596228833, 99, 'Low Risk'),
(94468, 60, 12, '26:46.0', 37.104206343022014, 99.78887972, 134, 76, 42, 'Male', 91.84921981, 1.5079576457426298, 0.12314967611762495, 58, 40.39216990140632, 95.33333333333333, 'High Risk'),
(94469, 87, 13, '25:46.0', 37.49437709, 96.30382275382046, 128, 85, 44, 'Female', 99.46810319864332, 1.5990897276470986, 0.066791456, 43, 38.898976049597664, 99.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(94473, 94, 18, '21:46.0', 37.088531421697304, 95.86663340292357, 113, 88, 63, 'Female', 61.000241422739734, 1.9863150251615052, 0.12602522766323532, 25, 15.46091876541041, 96.33333333333333, 'High Risk'),
(94474, 89, 13, '20:46.0', 37.28910207530268, 95.11115112506704, 134, 81, 21, 'Male', 78.38304014945295, 1.5017604271177467, 0.13913065102873312, 53, 34.755280011993015, 98.66666666666666, 'High Risk'),
(94475, 81, 16, '19:46.0', 37.27538339287343, 96.42034470671058, 135, 73, 42, 'Male', 87.70154679243151, 1.8521777140476443, 0.097950506, 62, 25.564773212503592, 93.66666666666666, 'Low Risk'),
(94476, 90, 14, '18:46.0', 36.955043289808806, 96.00201667393765, 127, 88, 47, 'Female', 53.808192433782004, 1.794203641444859, 0.095060113, 39, 16.71494437278197, 101, 'High Risk'),
(94477, 83, 12, '17:46.0', 36.44697496696957, 95.67669412374168, 110, 87, 55, 'Male', 60.37439924808065, 1.8198599021656894, 0.14567288017954372, 23, 18.229590382020547, 94.66666666666667, 'High Risk'),
(94478, 67, 15, '16:46.0', 37.15833563846457, 99.80017881417409, 125, 86, 65, 'Male', 72.65246842586174, 1.8655535035351125, 0.092851288, 39, 20.875407234637645, 99, 'Low Risk'),
(94479, 85, 17, '15:46.0', 36.339407987303005, 99.79445257453861, 114, 76, 42, 'Male', 74.35833044136405, 1.991992601856482, 0.1464230183767641, 38, 18.739335546839197, 88.66666666666667, 'Low Risk'),
(94480, 76, 17, '14:46.0', 36.67661619453511, 96.83277606079105, 139, 75, 20, 'Female', 84.94314501, 1.7609313295361066, 0.064142506, 64, 27.393245907182006, 96.33333333333333, 'Low Risk'),
(94481, 68, 19, '13:46.0', 37.13963305886038, 96.19294251866228, 126, 81, 19, 'Female', 91.999002, 1.6042723618337749, 0.068986533, 45, 35.74595571192019, 96, 'High Risk'),
(94482, 89, 12, '12:46.0', 37.25110124252988, 99.44454716448145, 117, 72, 46, 'Female', 76.62921805205785, 1.9235516495860527, 0.090555358, 45, 20.710314294599073, 87, 'Low Risk'),
(94483, 66, 13, '11:46.0', 37.07957340464033, 97.45162896771389, 113, 81, 86, 'Male', 60.54225666632408, 1.557955782165123, 0.078386953, 32, 24.94298066981738, 91.66666666666667, 'Low Risk'),
(94484, 73, 17, '10:46.0', 37.45771616587188, 96.36142267790315, 130, 85, 21, 'Female', 51.701697030085306, 1.6075506343497767, 0.1214068140427415, 45, 20.006700743952617, 100, 'Low Risk'),
(94485, 63, 15, '09:46.0', 36.17874994002872, 98.64086918035245, 127, 87, 63, 'Male', 98.61497262555807, 1.7148707701337085, 0.13939452191543816, 40, 33.53359097410233, 100.33333333333333, 'High Risk'),
(94486, 90, 17, '08:46.0', 36.04526069218779, 96.89123281395696, 131, 81, 77, 'Male', 69.05253163749558, 1.5660867110548364, 0.1085018380696297, 50, 28.15451151914925, 97.66666666666666, 'Low Risk'),
(94487, 95, 15, '07:46.0', 36.48614869693067, 98.46595204, 125, 77, 59, 'Female', 75.95429226444028, 1.846875837448241, 0.099400291, 48, 22.26778002357627, 93, 'High Risk'),
(94488, 67, 15, '06:46.0', 36.51579173498514, 98.93190456295196, 139, 80, 44, 'Female', 90.78589924913575, 1.786216483528954, 0.089862928, 59, 28.454451219238823, 99.66666666666666, 'Low Risk'),
(94489, 95, 15, '05:46.0', 37.083124696775236, 98.81669590874769, 128, 84, 59, 'Female', 91.04673245201158, 1.9781468240093838, 0.086939354, 44, 23.26737117103133, 98.66666666666667, 'High Risk'),
(94490, 99, 18, '04:46.0', 36.62032565118042, 95.78998366039275, 136, 76, 59, 'Female', 54.981787178848464, 1.8636026933411427, 0.078110843, 60, 15.831140147843607, 96, 'High Risk'),
(94491, 76, 15, '03:46.0', 37.06035533239451, 95.70657377525505, 132, 82, 83, 'Male', 67.49732435, 1.9447352744708686, 0.14494810007045428, 50, 17.847014397158308, 98.66666666666666, 'High Risk'),
(94492, 85, 15, '02:46.0', 36.88370934814465, 96.28296006647737, 127, 72, 86, 'Male', 78.37543256537657, 1.6640870117780036, 0.088030255, 55, 28.302701362119524, 90.33333333333333, 'Low Risk'),
(94493, 71, 17, '01:46.0', 36.33085479472354, 97.00223111943792, 115, 76, 24, 'Male', 53.400274750285156, 1.549241682897883, 0.14082197765385157, 39, 22.24872586, 89, 'Low Risk'),
(94494, 85, 16, '00:46.0', 36.49537981571741, 95.37028285161793, 125, 78, 48, 'Female', 75.96644047637969, 1.8739901099666953, 0.088820481, 47, 21.63152751075749, 93.66666666666667, 'Low Risk'),
(94495, 78, 14, '59:46.0', 36.39677272206044, 97.63493561339926, 112, 88, 34, 'Female', 54.236304457270194, 1.8830989635636959, 0.079797468, 24, 15.294799962649266, 96, 'High Risk'),
(94496, 86, 14, '58:46.0', 36.260025298433256, 98.01720253404235, 115, 88, 54, 'Male', 53.136587441715704, 1.6774360736849367, 0.098773179, 27, 18.884335292633068, 97, 'Low Risk'),
(94497, 84, 17, '57:46.0', 36.20166379673685, 97.67337361329619, 113, 83, 71, 'Male', 97.23409409480226, 1.8444224834027714, 0.077689444, 30, 28.582338426123105, 93, 'Low Risk'),
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(94499, 66, 15, '55:46.0', 36.686694461040204, 99.53400159694115, 119, 81, 54, 'Male', 71.37088641213037, 1.931278135, 0.10350387672599995, 38, 19.13513115873047, 93.66666666666667, 'Low Risk'),
(94500, 80, 18, '54:46.0', 36.760417379403215, 97.31359785092248, 117, 84, 35, 'Female', 84.22592374173435, 1.7490428122027886, 0.13569846846086464, 33, 27.532452755456184, 95, 'Low Risk'),
(94501, 74, 19, '53:46.0', 37.27735864951046, 99.64177534097027, 118, 70, 68, 'Female', 70.84361318534579, 1.7611678234935837, 0.10258300012326041, 48, 22.840164026840828, 86, 'Low Risk'),
(94502, 96, 12, '52:46.0', 36.470779116321374, 98.70524045811517, 133, 70, 40, 'Male', 52.00952475796553, 1.5602115230331817, 0.097933333, 63, 21.365640823285418, 91, 'High Risk'),
(94503, 93, 18, '51:46.0', 36.99970213689109, 97.41902444497653, 133, 75, 35, 'Female', 96.61486889075645, 1.6797029094651013, 0.13633192002481323, 58, 34.243568816367876, 94.33333333333333, 'High Risk'),
(94504, 91, 18, '50:46.0', 37.16106373749233, 95.53168935279204, 119, 88, 62, 'Female', 73.50976533771991, 1.5672455305108521, 0.12415258475367931, 31, 29.927535621501754, 98.33333333333333, 'High Risk'),
(94505, 84, 16, '49:46.0', 37.000527909744186, 99.36456572, 120, 72, 49, 'Female', 50.38679611831739, 1.8778080149565182, 0.074674102, 48, 14.2894123, 88, 'High Risk'),
(94506, 63, 19, '48:46.0', 37.19878276896971, 95.12769516988136, 129, 88, 61, 'Male', 70.75346321877734, 1.7618752727908373, 0.12277384316082302, 41, 22.792784349721064, 101.66666666666667, 'Low Risk'),
(94507, 70, 13, '47:46.0', 37.19522560789562, 96.65199674565854, 128, 85, 74, 'Female', 92.95359123948926, 1.7621071413258433, 0.067844437, 43, 29.93653632319852, 99.33333333333333, 'Low Risk'),
(94508, 75, 17, '46:46.0', 36.72721951, 95.94925159865555, 138, 71, 65, 'Female', 88.28977330327787, 1.591723058242875, 0.068682866, 67, 34.84780167094415, 93.33333333333333, 'High Risk'),
(94509, 86, 19, '45:46.0', 37.12113400300183, 95.72704169, 112, 73, 53, 'Female', 81.64114055656273, 1.628742413575885, 0.13346901773638614, 39, 30.77543864171483, 86, 'High Risk'),
(94510, 92, 13, '44:46.0', 36.96500899954391, 99.34515252339979, 125, 84, 75, 'Female', 53.87214641, 1.651613582876501, 0.11892910670092556, 41, 19.749103581864897, 97.66666666666667, 'High Risk'),
(94511, 78, 12, '43:46.0', 37.036084634344185, 96.30625423245755, 122, 83, 60, 'Female', 56.59792000013105, 1.7124105236130425, 0.10425531299289906, 39, 19.30121705585124, 96, 'Low Risk'),
(94512, 60, 17, '42:46.0', 36.65920396498915, 95.12628225, 127, 87, 25, 'Male', 61.20612622264798, 1.849294678303035, 0.14281594505292755, 40, 17.89709954884822, 100.33333333333333, 'High Risk'),
(94513, 74, 14, '41:46.0', 37.45968393177207, 96.02210805798633, 118, 78, 65, 'Female', 99.95181325, 1.8780178555477516, 0.11038868046061161, 40, 28.339438621971443, 91.33333333333333, 'Low Risk'),
(94514, 88, 13, '40:46.0', 36.06511014047775, 97.81432166419786, 111, 77, 69, 'Female', 61.56851597359997, 1.6904550802089313, 0.065957757, 34, 21.545243948008306, 88.33333333333333, 'Low Risk'),
(94515, 89, 18, '39:46.0', 36.178237700959734, 95.88312328639968, 132, 77, 38, 'Male', 54.70179439456625, 1.6822724881010238, 0.13233007155576348, 55, 19.32897782225793, 95.33333333333333, 'Low Risk'),
(94516, 95, 16, '38:46.0', 36.88154987883672, 95.33619159, 118, 84, 68, 'Male', 59.02384699590646, 1.9968598050416893, 0.13448173791285475, 34, 14.802407704034005, 95.33333333333333, 'High Risk'),
(94517, 90, 12, '37:46.0', 36.61068856052938, 96.81896547, 112, 84, 72, 'Male', 54.39679310768777, 1.6507080832007077, 0.12278339569891762, 28, 19.963318758244448, 93.33333333333333, 'Low Risk'),
(94518, 80, 17, '36:46.0', 36.89240109391903, 99.81420721629453, 117, 81, 78, 'Female', 85.52038913573381, 1.5167228656962446, 0.084695827, 36, 37.175532675618946, 93, 'High Risk'),
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(94695, 80, 13, '39:46.0', 37.26473874, 97.40436915419404, 110, 75, 22, 'Female', 95.1850031, 1.5157130458396448, 0.087187557, 35, 41.431871507926175, 86.66666666666667, 'High Risk'),
(94696, 83, 13, '38:46.0', 36.37599509003926, 97.95133261318095, 114, 83, 19, 'Male', 82.80344527509772, 1.968238714697873, 0.14078897158361386, 31, 21.374347570563895, 93.33333333333333, 'Low Risk'),
(94697, 92, 18, '37:46.0', 37.19064025903329, 96.36302176798348, 128, 79, 68, 'Male', 72.11350526604788, 1.6179897921013981, 0.12145175510068748, 49, 27.546412805420307, 95.33333333333333, 'High Risk'),
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(94699, 85, 14, '35:46.0', 36.93626743445796, 98.17056072, 118, 72, 76, 'Male', 93.25128982, 1.7723346805819116, 0.12315618192428897, 46, 29.686799277153096, 87.33333333333333, 'Low Risk'),
(94700, 60, 14, '34:46.0', 36.321700210254996, 96.09286079796952, 128, 72, 50, 'Male', 54.14808283691982, 1.744653115100733, 0.096268746, 56, 17.789547614905644, 90.66666666666666, 'High Risk'),
(94701, 66, 16, '33:46.0', 36.44387202703588, 99.23340602, 111, 85, 75, 'Female', 84.48735477762469, 1.6741856168811788, 0.14392032436707317, 26, 30.14286301491944, 93.66666666666667, 'High Risk'),
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(94703, 69, 19, '31:46.0', 36.67731887567111, 97.08683882663563, 124, 78, 67, 'Female', 91.98458809281613, 1.7794016648194102, 0.13934295959507095, 46, 29.051401118691228, 93.33333333333333, 'Low Risk'),
(94704, 80, 15, '30:46.0', 36.881776699064574, 99.08228173766786, 138, 72, 41, 'Female', 56.98130165728775, 1.8734929724195792, 0.11052147674053128, 66, 16.234100459166704, 94, 'High Risk'),
(94705, 75, 19, '29:46.0', 37.242507015297086, 97.49636700367128, 123, 87, 59, 'Male', 64.90490176848301, 1.9397063899679008, 0.082734032, 36, 17.25065159504428, 99, 'High Risk'),
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(94707, 99, 19, '27:46.0', 37.19198882244129, 95.55076208515912, 126, 77, 32, 'Male', 66.9710228, 1.6469529188782497, 0.067319109, 49, 24.690197456201474, 93.33333333333333, 'High Risk'),
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(94711, 98, 15, '23:46.0', 36.069290439120834, 98.94419067743154, 128, 77, 79, 'Male', 67.39490596260148, 1.9062099357069207, 0.095683909, 51, 18.54750999994837, 94, 'High Risk'),
(94712, 60, 15, '22:46.0', 37.404558590481635, 97.71487176, 112, 83, 75, 'Female', 72.20275130930044, 1.5789286476871314, 0.11170481571937577, 29, 28.962012573047566, 92.66666666666667, 'Low Risk'),
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(94719, 61, 17, '15:46.0', 36.58018551316156, 99.03662258183593, 127, 75, 82, 'Female', 86.35677006880073, 1.7001924539191162, 0.14074908262085684, 52, 29.874470865638795, 92.33333333333333, 'Low Risk'),
(94720, 61, 14, '14:46.0', 36.551783818725085, 98.48054375, 137, 73, 39, 'Male', 79.90119161, 1.9120434416648422, 0.070384676, 64, 21.855348991021945, 94.33333333333333, 'Low Risk'),
(94721, 92, 19, '13:46.0', 36.083874374710724, 99.35443117128027, 118, 70, 70, 'Male', 85.37511280975798, 1.8392911840744466, 0.1344681803135217, 48, 25.23656907857256, 86, 'High Risk'),
(94722, 97, 15, '12:46.0', 37.26242933966798, 97.91959856174009, 139, 88, 67, 'Female', 96.68986992918703, 1.9715203820495715, 0.067198864, 51, 24.87587887310152, 105, 'High Risk'),
(94723, 64, 15, '11:46.0', 37.06810858, 98.30125332587907, 132, 73, 65, 'Female', 53.10455396440594, 1.9003376250842752, 0.11343229999779121, 59, 14.705176152373763, 92.66666666666666, 'High Risk'),
(94724, 92, 15, '10:46.0', 37.332505130263286, 97.75703022030461, 113, 85, 46, 'Female', 95.7591019, 1.7917143612911466, 0.10257612690474799, 28, 29.829262417784065, 94.33333333333333, 'High Risk'),
(94725, 73, 17, '09:46.0', 36.27519202994963, 98.37555122081628, 119, 86, 39, 'Male', 63.30203913801897, 1.942983326120988, 0.091166667, 33, 16.767933878400914, 97, 'High Risk'),
(94726, 90, 13, '08:46.0', 37.21983103717887, 99.71359454406692, 138, 75, 21, 'Male', 64.75102090033374, 1.5883582908707905, 0.091581051, 63, 25.66549658518949, 96, 'Low Risk'),
(94727, 89, 14, '07:46.0', 36.769545305158715, 96.86024727295363, 115, 89, 69, 'Male', 84.04641049744723, 1.5368331303765055, 0.09856382, 26, 35.584899326775314, 97.66666666666667, 'High Risk'),
(94728, 74, 12, '06:46.0', 37.21115555201034, 98.67486324408998, 124, 83, 47, 'Male', 76.87338039593816, 1.8521464476975324, 0.14311336633156982, 41, 22.409147383284846, 96.66666666666667, 'Low Risk'),
(94729, 88, 12, '05:46.0', 36.92523670937388, 95.62942167162805, 130, 72, 42, 'Female', 92.56759017188077, 1.9705205546356357, 0.081360697, 58, 23.839493226469372, 91.33333333333333, 'Low Risk'),
(94730, 91, 18, '04:46.0', 36.78664134803843, 97.78181410283594, 120, 79, 49, 'Male', 84.52608455357623, 1.615885443678784, 0.10061888153908025, 41, 32.37200616649306, 92.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(94734, 82, 17, '00:46.0', 37.23250150627511, 96.14392141281482, 129, 77, 72, 'Female', 82.23426440425972, 1.5855096095174857, 0.08288498, 52, 32.71259936588673, 94.33333333333333, 'High Risk'),
(94735, 71, 13, '59:46.0', 36.13506036031563, 97.23537597600338, 135, 86, 38, 'Male', 67.53989814671823, 1.5588574734460163, 0.126199148, 49, 27.79377788830181, 102.33333333333333, 'Low Risk'),
(94736, 65, 14, '58:46.0', 36.162614061972455, 95.09522636, 128, 78, 44, 'Male', 99.41399654164888, 1.5510976466410022, 0.10052574519773966, 50, 41.320850825588884, 94.66666666666666, 'High Risk'),
(94737, 87, 18, '57:46.0', 37.14594729542933, 99.44520365475451, 119, 74, 82, 'Female', 65.40353356, 1.6211446160164102, 0.069555346, 45, 24.886148941477845, 89, 'Low Risk'),
(94738, 88, 18, '56:46.0', 37.04406651244344, 99.25387365510117, 132, 71, 70, 'Female', 77.11782436852843, 1.933683478455423, 0.06224699, 61, 20.624526922189407, 91.33333333333333, 'Low Risk'),
(94739, 85, 15, '55:46.0', 36.39482740851087, 99.53225802472487, 134, 71, 56, 'Male', 95.44349621462496, 1.7430726681102309, 0.12504165566690245, 63, 31.413429594562043, 92, 'High Risk'),
(94740, 90, 13, '54:46.0', 37.24215696374434, 95.69144307594809, 112, 82, 83, 'Female', 57.372079855944506, 1.8522523893218525, 0.05050445, 30, 16.722463892442025, 92, 'High Risk'),
(94741, 87, 16, '53:46.0', 36.693704602978634, 96.53755711244197, 125, 78, 40, 'Male', 99.48894573476608, 1.7709947794913474, 0.057995661, 47, 31.72051770759137, 93.66666666666667, 'High Risk'),
(94742, 68, 15, '52:46.0', 36.915920711174756, 97.81202712, 138, 77, 52, 'Female', 53.57877161454472, 1.6194548926388213, 0.060980748258927256, 61, 20.42937312816295, 97.33333333333333, 'Low Risk'),
(94743, 62, 14, '51:46.0', 36.52881543422162, 97.26677015276195, 132, 71, 82, 'Female', 73.50737775453891, 1.7847471169934326, 0.064950508, 61, 23.076904465694177, 91.33333333333333, 'Low Risk'),
(94744, 96, 19, '50:46.0', 36.39555320387524, 98.93724513939937, 121, 88, 83, 'Male', 82.55709179071226, 1.578964361, 0.13641907009532123, 33, 33.11385405394777, 99, 'High Risk'),
(94745, 62, 15, '49:46.0', 36.13242765450571, 98.4652167, 128, 84, 26, 'Male', 55.162202902263296, 1.5010717347936315, 0.11143416411541529, 44, 24.481538503352212, 98.66666666666667, 'Low Risk'),
(94746, 61, 14, '48:46.0', 37.149711865241244, 95.56279895364611, 126, 88, 34, 'Male', 76.21308851401169, 1.9873832503184239, 0.061607514, 38, 19.295956487336774, 100.66666666666667, 'Low Risk'),
(94747, 92, 17, '47:46.0', 36.085628929627624, 98.03716467242174, 130, 88, 33, 'Female', 96.25390918488614, 1.9453293670059224, 0.073074751, 42, 25.435020418781804, 102, 'High Risk'),
(94748, 69, 17, '46:46.0', 36.40463827568018, 97.67626141410534, 128, 72, 50, 'Female', 51.11899990482225, 1.9502209464375717, 0.1238329998454682, 56, 13.440478029798355, 90.66666666666666, 'High Risk'),
(94749, 85, 17, '45:46.0', 37.00474480078428, 95.56437916154887, 110, 76, 67, 'Male', 86.90888391958265, 1.7938864251940816, 0.061900511, 34, 27.006871985178744, 87.33333333333333, 'Low Risk'),
(94750, 96, 19, '44:46.0', 36.37721648637724, 96.03098637318095, 132, 86, 87, 'Male', 98.41840173725556, 1.6483833822876899, 0.093397747, 46, 36.22095133127203, 101.33333333333333, 'High Risk'),
(94751, 88, 14, '43:46.0', 37.182031063394135, 97.46341640482709, 116, 74, 62, 'Male', 67.62941631, 1.7390488935496984, 0.065527912, 42, 22.362072662636955, 88, 'Low Risk'),
(94752, 83, 14, '42:46.0', 37.40595516785528, 95.59879723342823, 114, 75, 66, 'Female', 98.06882099, 1.6221006621373995, 0.11428041718855436, 39, 37.27136951616696, 88, 'High Risk'),
(94753, 64, 12, '41:46.0', 36.28419434000405, 98.14494614542691, 129, 89, 73, 'Male', 80.37732375468924, 1.6778437679942437, 0.065967177, 40, 28.551603475627232, 102.33333333333333, 'Low Risk'),
(94754, 85, 18, '40:46.0', 37.41148246347319, 96.37300329937412, 115, 86, 79, 'Male', 79.74401356945663, 1.8712027247091696, 0.055757926, 29, 22.774896280824038, 95.66666666666667, 'Low Risk'),
(94755, 75, 15, '39:46.0', 36.64164108915606, 98.34808772384365, 135, 77, 39, 'Female', 86.93317947419007, 1.5624326398526485, 0.14983992930598317, 58, 35.61090065, 96.33333333333333, 'High Risk'),
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(94758, 82, 19, '36:46.0', 37.42086049666438, 95.55302076354968, 112, 71, 58, 'Male', 55.03600920560196, 1.8537475552714096, 0.053653351, 41, 16.015693615615014, 84.66666666666667, 'High Risk'),
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(94760, 92, 13, '34:46.0', 36.864642550759896, 96.33870446636676, 127, 78, 69, 'Male', 68.15873707316929, 1.5261034840601366, 0.13995806916958048, 49, 29.265339527483164, 94.33333333333333, 'High Risk'),
(94761, 64, 14, '33:46.0', 37.033712373840636, 95.24335636342927, 134, 74, 27, 'Male', 91.12325714108101, 1.8861476928903413, 0.11368689316032916, 60, 25.614025731417108, 94, 'Low Risk'),
(94762, 86, 12, '32:46.0', 36.800264995983035, 95.92730895950731, 111, 74, 63, 'Male', 54.3159034, 1.6303810430759293, 0.1262316696091657, 37, 20.433782821336024, 86.33333333333333, 'Low Risk'),
(94763, 95, 16, '31:46.0', 37.074969179761524, 95.23014395151314, 130, 80, 48, 'Female', 76.00633168909226, 1.6584541411163962, 0.1013108738648591, 50, 27.633941788299808, 96.66666666666666, 'High Risk'),
(94764, 65, 12, '30:46.0', 36.02404030675192, 96.30947914549905, 119, 76, 39, 'Female', 91.22579106, 1.7281424803916494, 0.11431929791459206, 43, 30.546295315197217, 90.33333333333333, 'High Risk'),
(94765, 91, 18, '29:46.0', 36.263332591376134, 97.05864856350613, 118, 89, 69, 'Male', 94.96541228263385, 1.606899356917567, 0.086091272, 29, 36.77799963307001, 98.66666666666667, 'High Risk'),
(94766, 90, 15, '28:46.0', 36.05678692634665, 96.38471826, 138, 82, 35, 'Male', 82.95069492769088, 1.7665807478692488, 0.081111001, 56, 26.57988161651297, 100.66666666666666, 'Low Risk'),
(94767, 95, 19, '27:46.0', 36.89089610023158, 99.53753967842394, 139, 81, 44, 'Female', 65.72934826623813, 1.8632582518693646, 0.12751892307354273, 58, 18.932729044179496, 100.33333333333333, 'High Risk'),
(94768, 93, 14, '26:46.0', 36.182221486180495, 98.97878652, 113, 87, 74, 'Male', 84.49496282623944, 1.5120360477109285, 0.127447384, 26, 36.95783558175045, 95.66666666666667, 'High Risk'),
(94769, 79, 17, '25:46.0', 36.212372357522476, 97.92808688310802, 118, 79, 71, 'Male', 83.44101485361129, 1.5835497728711352, 0.1337529875688736, 39, 33.27485264629855, 92, 'High Risk'),
(94770, 66, 18, '24:46.0', 37.06964061256122, 97.99498896886438, 119, 85, 49, 'Female', 74.98674737691931, 1.6619183502661845, 0.10214749459342923, 34, 27.14970716827082, 96.33333333333333, 'Low Risk'),
(94771, 89, 12, '23:46.0', 36.98674590763247, 95.27890291, 114, 80, 81, 'Male', 92.51997107444043, 1.723967173793463, 0.13116805841631063, 34, 31.12988412172214, 91.33333333333333, 'High Risk'),
(94772, 63, 19, '22:46.0', 36.98385589481403, 97.8737643, 126, 72, 45, 'Male', 90.81401149099726, 1.9240305329100724, 0.10748446702579828, 54, 24.531773185207726, 90, 'Low Risk'),
(94773, 89, 18, '21:46.0', 37.468580560659056, 96.79187760114009, 136, 80, 85, 'Male', 63.93088269381154, 1.9544878440635494, 0.066074889, 56, 16.735733572566854, 98.66666666666666, 'High Risk'),
(94774, 60, 15, '20:46.0', 36.59348314, 99.52268356791038, 132, 70, 88, 'Female', 99.10277897382792, 1.9235018328925135, 0.13873907056329335, 62, 26.785553424496275, 90.66666666666666, 'Low Risk'),
(94775, 81, 12, '19:46.0', 37.05365848228863, 96.49274747539356, 123, 70, 22, 'Female', 78.89123657402322, 1.633623426143166, 0.085103655, 53, 29.561390491464394, 87.66666666666666, 'Low Risk'),
(94776, 62, 16, '18:46.0', 36.36737375713412, 97.68453967271893, 116, 77, 44, 'Female', 82.20974164454897, 1.5087098344907424, 0.084831558, 39, 36.11701427290957, 90, 'High Risk'),
(94777, 96, 12, '17:46.0', 36.56460672703448, 98.02163937717799, 137, 75, 47, 'Female', 55.302010553907344, 1.782877222098908, 0.12576626316317246, 62, 17.39794877270846, 95.66666666666666, 'High Risk'),
(94778, 83, 18, '16:46.0', 36.171279980801295, 97.54543727483008, 113, 75, 44, 'Female', 85.26228669910219, 1.903043547772692, 0.082699507, 38, 23.542876430598504, 87.66666666666667, 'Low Risk'),
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(94953, 76, 18, '21:46.0', 36.867832555136495, 96.93712504569109, 117, 71, 38, 'Female', 63.27120771923413, 1.7485478711717184, 0.14881504099404685, 46, 20.69431573, 86.33333333333333, 'Low Risk'),
(94954, 74, 18, '20:46.0', 37.02313420196642, 99.25562418642136, 118, 73, 26, 'Female', 73.91386936752434, 1.849732886375269, 0.06902024, 45, 21.60269341388556, 88, 'Low Risk'),
(94955, 70, 14, '19:46.0', 37.21205876211122, 97.93323593240778, 120, 83, 34, 'Female', 94.12422040836516, 1.6617359409249923, 0.063609999, 37, 34.08610409, 95.33333333333333, 'High Risk'),
(94956, 96, 18, '18:46.0', 37.20536825355224, 96.16704843841538, 132, 85, 34, 'Female', 61.20095751765513, 1.580600504222772, 0.14443263236037374, 47, 24.49706105747289, 100.66666666666667, 'High Risk'),
(94957, 81, 14, '17:46.0', 36.528436484669704, 95.19640695597566, 116, 78, 64, 'Female', 99.08499113169826, 1.862120691, 0.050873811, 38, 28.57539374, 90.66666666666667, 'Low Risk'),
(94958, 65, 13, '16:46.0', 37.10638663460528, 98.20019323381965, 120, 89, 53, 'Male', 54.70071363292824, 1.7664376758258058, 0.14358723073055468, 31, 17.530582788434955, 99.33333333333333, 'High Risk'),
(94959, 92, 16, '15:46.0', 37.338841482601914, 96.51709090029235, 118, 89, 65, 'Male', 81.81217004758977, 1.6578683656121667, 0.086713104, 29, 29.765818068332052, 98.66666666666667, 'High Risk'),
(94960, 95, 13, '14:46.0', 36.92493910330972, 98.75369412704845, 137, 75, 51, 'Male', 83.20085950759574, 1.719373430870138, 0.11216370634507783, 62, 28.144101606750272, 95.66666666666666, 'High Risk'),
(94961, 99, 16, '13:46.0', 36.74233305836636, 97.19174645182213, 114, 87, 24, 'Female', 53.23784009769902, 1.543764977275909, 0.1399307288650949, 27, 22.338708415527904, 96, 'High Risk'),
(94962, 85, 15, '12:46.0', 36.53337450134182, 98.77156341369226, 132, 88, 82, 'Male', 78.06999331559742, 1.8381453278447997, 0.10095732610466154, 44, 23.105983176494522, 102.66666666666667, 'Low Risk'),
(94963, 90, 18, '11:46.0', 37.15256234, 96.23854464980835, 126, 74, 44, 'Male', 95.00770572080393, 1.8818078068113586, 0.085845005, 52, 26.829235580883438, 91.33333333333333, 'Low Risk'),
(94964, 93, 14, '10:46.0', 37.213946138100894, 98.31016776122698, 123, 82, 76, 'Male', 61.840533705553156, 1.6530404027837902, 0.064010025, 41, 22.631132744741823, 95.66666666666667, 'High Risk'),
(94965, 84, 18, '09:46.0', 37.29975589, 97.11898035094427, 110, 87, 46, 'Female', 51.71395217546142, 1.904063602367025, 0.061946633, 23, 14.264114850074941, 94.66666666666667, 'High Risk'),
(94966, 87, 14, '08:46.0', 36.38665252754753, 95.93610554084081, 115, 72, 73, 'Female', 62.29046170257276, 1.8451814151725154, 0.11116321090639769, 43, 18.295463081264376, 86.33333333333333, 'High Risk'),
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(94968, 60, 19, '06:46.0', 36.67162764524855, 97.50212770527739, 131, 81, 79, 'Male', 83.03384408933637, 1.8940403412948228, 0.13072420797746198, 50, 23.14603974758046, 97.66666666666666, 'Low Risk'),
(94969, 86, 13, '05:46.0', 37.30230558866659, 99.72915423700837, 135, 75, 29, 'Female', 57.634537972685436, 1.8410465212081741, 0.095022844, 60, 17.004085907158736, 95, 'High Risk'),
(94970, 71, 17, '04:46.0', 36.02030401043176, 98.39879599101147, 126, 78, 72, 'Female', 97.99437304068908, 1.7990328744986925, 0.13829045967656334, 48, 30.277704056778788, 94, 'High Risk'),
(94971, 60, 13, '03:46.0', 36.684266867518595, 97.80012232790796, 139, 81, 88, 'Female', 76.28871620847443, 1.8615144984419678, 0.096923961, 58, 22.015444602024832, 100.33333333333333, 'Low Risk'),
(94972, 82, 18, '02:46.0', 37.23047892360982, 96.53569764173211, 113, 81, 80, 'Male', 93.33234793662217, 1.9822959615077753, 0.064149474, 32, 23.75172734, 91.66666666666667, 'Low Risk'),
(94973, 65, 16, '01:46.0', 36.09167526340194, 97.86286151019729, 118, 87, 69, 'Female', 59.760469909858614, 1.7120575212804439, 0.12895172283274514, 31, 20.388125580929156, 97.33333333333333, 'Low Risk'),
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(94976, 89, 18, '58:46.0', 36.81664905576889, 99.44477969994749, 117, 71, 51, 'Male', 76.53096105280835, 1.9739771969499054, 0.072534112, 46, 19.64051648338463, 86.33333333333333, 'Low Risk'),
(94977, 78, 15, '57:46.0', 36.160837844155864, 98.81307386751261, 114, 80, 67, 'Male', 69.00985812517618, 1.532035693809567, 0.1383335468096524, 34, 29.40176263194127, 91.33333333333333, 'Low Risk'),
(94978, 87, 17, '56:46.0', 37.28446698986227, 98.86019758, 122, 80, 71, 'Male', 99.11137118422164, 1.718742707893002, 0.061292069249452144, 42, 33.550712488519814, 94, 'High Risk'),
(94979, 71, 14, '55:46.0', 36.30880558450663, 97.76391354, 118, 83, 33, 'Male', 66.85659662962459, 1.9860656817917588, 0.11675961869824682, 35, 16.94950622, 94.66666666666667, 'High Risk'),
(94980, 83, 18, '54:46.0', 36.614901327481576, 96.72343642459636, 132, 75, 42, 'Female', 52.63963205954432, 1.6772132858668336, 0.10068189975662083, 57, 18.712691467605268, 94, 'Low Risk'),
(94981, 98, 16, '53:46.0', 36.43515396664263, 97.33447052953953, 111, 75, 63, 'Female', 90.02293872416901, 1.6892651490352704, 0.079439209, 36, 31.546961911227356, 87, 'High Risk'),
(94982, 87, 18, '52:46.0', 36.43833833, 96.66551017775583, 137, 83, 33, 'Male', 95.43393984114917, 1.5201505675614608, 0.080535198, 54, 41.298059095750695, 101, 'High Risk'),
(94983, 82, 12, '51:46.0', 36.410860922502735, 98.52746565468001, 128, 82, 70, 'Female', 84.78815348788996, 1.898694587693708, 0.1218349510886775, 46, 23.519330364843768, 97.33333333333333, 'Low Risk'),
(94984, 87, 13, '50:46.0', 36.774738586498025, 98.86756174553693, 134, 74, 22, 'Male', 51.039057774925425, 1.5287098199281164, 0.13783236903387014, 60, 21.839995152283183, 94, 'Low Risk'),
(94985, 85, 18, '49:46.0', 36.750594682704836, 98.45213738, 129, 76, 44, 'Male', 66.34529705539106, 1.6852611901063352, 0.081338904, 53, 23.360154128366197, 93.66666666666666, 'Low Risk'),
(94986, 87, 13, '48:46.0', 37.25464374522127, 98.53073561383115, 128, 76, 54, 'Male', 80.88526341448836, 1.5550544738934735, 0.065557853, 52, 33.448618875864874, 93.33333333333333, 'High Risk'),
(94987, 73, 19, '47:46.0', 36.57522915555442, 99.66047995302989, 138, 88, 79, 'Female', 50.123150239566016, 1.5426593122504428, 0.1251048092339635, 50, 21.061936949140037, 104.66666666666666, 'Low Risk'),
(94988, 81, 16, '46:46.0', 36.808424994353224, 95.21718631734579, 120, 75, 22, 'Female', 54.324162622874034, 1.7605785742998756, 0.11813683537972997, 45, 17.525976135296634, 90, 'High Risk'),
(94989, 93, 14, '45:46.0', 37.208891134907404, 99.58970413566334, 111, 89, 67, 'Male', 58.27604370102371, 1.5639175653348558, 0.12184363525718951, 22, 23.82661488590963, 96.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(94991, 61, 17, '43:46.0', 36.10773817980082, 99.47155902785642, 114, 87, 49, 'Female', 89.84317200138672, 1.6377970862322182, 0.1451934031882909, 27, 33.49383591887624, 96, 'High Risk'),
(94992, 81, 14, '42:46.0', 36.76073101078608, 98.50008676, 138, 70, 70, 'Female', 78.65527692613144, 1.7129359946432856, 0.071054294, 68, 26.806838227520547, 92.66666666666666, 'Low Risk'),
(94993, 93, 12, '41:46.0', 36.323686961383444, 96.33137503, 120, 78, 77, 'Male', 80.61448663, 1.854960103375272, 0.064767424, 42, 23.428470989886044, 92, 'High Risk'),
(94994, 76, 14, '40:46.0', 36.74094384116904, 98.40582863226513, 131, 83, 48, 'Female', 53.79214506684919, 1.820555370351324, 0.095932873, 48, 16.22972192302914, 99, 'High Risk'),
(94995, 72, 15, '39:46.0', 36.13444765225118, 99.39096781139754, 123, 86, 22, 'Female', 69.93474098502097, 1.9865353430566377, 0.10023600584740675, 37, 17.721495895561187, 98.33333333333333, 'High Risk'),
(94996, 83, 14, '38:46.0', 36.449234627611816, 96.26089635932601, 120, 85, 80, 'Male', 68.25794061390526, 1.5234141553955565, 0.098384043, 35, 29.41150227013683, 96.66666666666667, 'Low Risk'),
(94997, 73, 14, '37:46.0', 37.311199550488105, 96.18448662632274, 129, 77, 71, 'Male', 83.05246902, 1.781635127181929, 0.14973694579985414, 52, 26.1646551, 94.33333333333333, 'Low Risk'),
(94998, 66, 17, '36:46.0', 36.39038622268272, 95.79892239235225, 112, 81, 50, 'Female', 84.26924832046015, 1.8661486504534925, 0.062176711, 31, 24.197842737247445, 91.33333333333333, 'Low Risk'),
(94999, 73, 18, '35:46.0', 37.183272457464774, 95.22467577895895, 134, 80, 24, 'Female', 95.59979403925192, 1.893752244422032, 0.0669583, 54, 26.656960933415665, 98, 'Low Risk'),
(95000, 97, 15, '34:46.0', 37.23383507403777, 99.70878404782209, 127, 77, 33, 'Female', 66.31475219694167, 1.7848485678825816, 0.093886965, 50, 20.816485143068245, 93.66666666666666, 'High Risk'),
(95001, 85, 19, '33:46.0', 36.207352664314634, 98.85443352647036, 112, 85, 64, 'Female', 66.06480741030671, 1.9871551426450575, 0.083632866, 27, 16.73041151, 94, 'High Risk'),
(95002, 83, 13, '32:46.0', 36.85798103560561, 97.88878475839496, 139, 71, 59, 'Male', 77.54118912, 1.7961050430672625, 0.086301923, 68, 24.036376177592906, 93.66666666666666, 'Low Risk'),
(95003, 71, 12, '31:46.0', 37.46373468228452, 96.50980141038856, 129, 88, 57, 'Female', 93.32184854521007, 1.8955742895553969, 0.07064235, 41, 25.971779898324076, 101.66666666666667, 'Low Risk'),
(95004, 77, 16, '30:46.0', 37.13421769455168, 95.02310379389587, 131, 71, 30, 'Female', 77.91608589295612, 1.8619657318035892, 0.053573873452248226, 60, 22.47417509068303, 91, 'Low Risk'),
(95005, 76, 15, '29:46.0', 36.01532136229559, 95.15769414218126, 129, 82, 44, 'Female', 75.74539821, 1.5709612823132824, 0.08046491, 47, 30.692007093836175, 97.66666666666667, 'High Risk'),
(95006, 92, 18, '28:46.0', 36.931344274961475, 95.80021784101704, 130, 87, 70, 'Female', 95.13174075592805, 1.8388300703033287, 0.13048252343626293, 43, 28.13469746025829, 101.33333333333333, 'High Risk'),
(95007, 69, 17, '27:46.0', 36.176008048625356, 96.02894414165762, 131, 77, 33, 'Male', 55.03534824426344, 1.6691618454237487, 0.072802587, 54, 19.75353477332973, 95, 'Low Risk'),
(95008, 81, 14, '26:46.0', 37.27774423694595, 98.64131662456019, 127, 88, 62, 'Male', 88.34420055881652, 1.782561250754886, 0.14106854992276024, 39, 27.802837531429343, 101, 'Low Risk'),
(95009, 77, 19, '25:46.0', 37.24517597215488, 96.21557684678172, 139, 72, 70, 'Female', 71.63914491778716, 1.8882386325572678, 0.11434781938414038, 67, 20.092623006606154, 94.33333333333333, 'Low Risk'),
(95010, 62, 17, '24:46.0', 36.317354031895846, 95.129729, 117, 88, 76, 'Female', 87.96154856101253, 1.6111665695194797, 0.097409587, 29, 33.88535051888184, 97.66666666666667, 'High Risk'),
(95011, 67, 17, '23:46.0', 37.01444177652341, 96.58117833027131, 134, 72, 48, 'Male', 99.57355434, 1.5564885084089957, 0.079809776, 62, 41.10097956131727, 92.66666666666666, 'High Risk'),
(95012, 72, 12, '22:46.0', 37.14257908334345, 97.97714760511606, 136, 72, 24, 'Female', 60.75795324352943, 1.793770054509737, 0.12241040009832811, 64, 18.882939262657246, 93.33333333333333, 'Low Risk'),
(95013, 90, 12, '21:46.0', 37.45050382, 97.93765089114748, 116, 88, 63, 'Female', 92.67429212353825, 1.8207679832282435, 0.1340395515211955, 28, 27.954392669630483, 97.33333333333333, 'Low Risk'),
(95014, 67, 13, '20:46.0', 36.35894717424421, 99.58390027045485, 111, 72, 78, 'Male', 81.07446431583605, 1.501484498864744, 0.12242657191818157, 39, 35.961879536567814, 85, 'High Risk'),
(95015, 60, 12, '19:46.0', 36.60346451821479, 95.99373742676805, 121, 88, 41, 'Male', 91.23403040619473, 1.752755864897474, 0.095232731, 33, 29.69709737280456, 99, 'Low Risk'),
(95016, 66, 15, '18:46.0', 36.719318285493245, 98.08776259450714, 139, 79, 86, 'Male', 68.17684187134535, 1.9218078618396652, 0.066788918, 60, 18.459373121144573, 99, 'High Risk'),
(95017, 71, 12, '17:46.0', 36.85410931566864, 99.41839020147572, 111, 81, 21, 'Male', 59.29321332284782, 1.834545773608068, 0.062183405, 30, 17.617646131561514, 91, 'High Risk'),
(95018, 96, 16, '16:46.0', 36.97065040710351, 99.22839861800605, 130, 75, 46, 'Male', 51.51837666459505, 1.5914195150101873, 0.059457863, 55, 20.341960717538868, 93.33333333333333, 'High Risk'),
(95019, 82, 15, '15:46.0', 37.149313685141856, 97.36607121346188, 135, 77, 21, 'Male', 75.60024558206692, 1.772190657847622, 0.11992304439765701, 58, 24.07145381391874, 96.33333333333333, 'Low Risk'),
(95020, 84, 15, '14:46.0', 37.15519517738531, 99.27156709272705, 137, 75, 77, 'Female', 88.29340822270726, 1.9269425381810603, 0.1443333140336817, 62, 23.778844846781066, 95.66666666666666, 'Low Risk'),
(95021, 66, 16, '13:46.0', 36.18672649035589, 99.59298210404617, 118, 72, 65, 'Female', 71.64333512211095, 1.964448279250634, 0.053704059, 46, 18.564984747608527, 87.33333333333333, 'Low Risk'),
(95022, 70, 15, '12:46.0', 36.06523606, 98.21359990304501, 128, 82, 63, 'Male', 84.81746816928549, 1.8397528823415463, 0.10104508445117374, 46, 25.059149117841876, 97.33333333333333, 'Low Risk'),
(95023, 83, 15, '11:46.0', 36.15066215619427, 95.12371846809577, 122, 87, 31, 'Male', 75.69661699, 1.887400997707981, 0.060993773, 35, 21.249470370562623, 98.66666666666667, 'Low Risk'),
(95024, 90, 18, '10:46.0', 37.012538215455805, 96.91946736860471, 139, 87, 28, 'Male', 63.01202376799641, 1.8301822446829275, 0.054386612, 52, 18.811990579935326, 104.33333333333333, 'Low Risk'),
(95025, 76, 12, '09:46.0', 36.45524385147081, 95.44612157802743, 120, 89, 84, 'Male', 94.43197006624607, 1.8807494560007154, 0.14055507429149566, 31, 26.696674133222345, 99.33333333333333, 'Low Risk'),
(95026, 84, 12, '08:46.0', 37.15287781026225, 95.50767424386653, 116, 77, 67, 'Male', 53.33577699426656, 1.8940184080462052, 0.1380975368308674, 39, 14.867920664793937, 90, 'High Risk'),
(95027, 73, 12, '07:46.0', 36.20020039, 98.74197997977643, 139, 86, 22, 'Male', 67.89169212318703, 1.7465742097486903, 0.1051516906100041, 53, 22.255766034533934, 103.66666666666666, 'Low Risk'),
(95028, 73, 13, '06:46.0', 36.07942865313617, 95.74378404633295, 137, 75, 65, 'Female', 54.40523405246294, 1.9934768051326883, 0.073212646, 62, 13.690468467305244, 95.66666666666666, 'High Risk'),
(95029, 76, 19, '05:46.0', 36.68926338388712, 97.04703615, 134, 70, 43, 'Male', 67.98580841079794, 1.7757290174709728, 0.093690959, 64, 21.560800584277803, 91.33333333333333, 'Low Risk'),
(95030, 72, 15, '04:46.0', 36.345463077069624, 97.63352054548804, 134, 77, 58, 'Female', 82.97475917243952, 1.9640724453687575, 0.083202829, 57, 21.509533670818918, 96, 'Low Risk'),
(95031, 92, 16, '03:46.0', 37.452723906075505, 99.87710151731804, 118, 74, 51, 'Male', 88.22810997574115, 1.7760977109611074, 0.14285091731943578, 44, 27.96876350862845, 88.66666666666667, 'High Risk'),
(95032, 91, 19, '02:46.0', 36.053283031329734, 95.16908670814895, 129, 81, 80, 'Female', 75.03670161267812, 1.6692824639484662, 0.1040926757555378, 48, 26.92861847988529, 97, 'High Risk'),
(95033, 78, 14, '01:46.0', 37.46125687279176, 99.11100041121112, 136, 71, 20, 'Female', 57.103688009626765, 1.8771617324524739, 0.13417930850076276, 65, 16.205437994844992, 92.66666666666666, 'High Risk'),
(95034, 70, 19, '00:46.0', 36.441766575818185, 98.94844019836454, 135, 70, 60, 'Male', 95.59068063149732, 1.7279074658920575, 0.1367398361443381, 65, 32.01655440333312, 91.66666666666666, 'High Risk'),
(95035, 92, 17, '59:46.0', 37.35797904746767, 95.63351661727435, 118, 76, 58, 'Female', 54.53647381633681, 1.8513734291033612, 0.12108560901204767, 42, 15.911055890856856, 90, 'High Risk'),
(95036, 86, 13, '58:46.0', 36.65537241893361, 99.50174099050042, 118, 71, 68, 'Female', 99.91900043845482, 1.930695019666106, 0.052287139, 47, 26.80530346255455, 86.66666666666667, 'Low Risk'),
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(95213, 81, 19, '01:46.0', 36.997431712106824, 99.71947122, 133, 71, 83, 'Female', 73.21550693305684, 1.5464293636134991, 0.10160829259346824, 62, 30.61560871639642, 91.66666666666666, 'High Risk'),
(95214, 74, 18, '00:46.0', 36.107010245473155, 96.38794417551641, 124, 84, 22, 'Male', 96.62182404423724, 1.8890084055751801, 0.052197203, 40, 27.07743057990479, 97.33333333333333, 'Low Risk'),
(95215, 84, 16, '59:46.0', 36.56542685065933, 98.5366012, 118, 72, 30, 'Female', 98.0838406, 1.7665349302851079, 0.064444871, 46, 31.430624072395272, 87.33333333333333, 'High Risk'),
(95216, 99, 16, '58:46.0', 36.94503672809505, 95.12177487, 112, 79, 83, 'Male', 78.40270742643894, 1.6337045950828064, 0.1068669865771493, 33, 29.375414200241938, 90, 'High Risk'),
(95217, 66, 16, '57:46.0', 36.90182443447087, 98.87012041021828, 134, 73, 89, 'Female', 64.93142343287288, 1.720029228676934, 0.10010507704605831, 61, 21.94740963887137, 93.33333333333333, 'Low Risk'),
(95218, 63, 16, '56:46.0', 36.97133477856524, 98.78745205834528, 124, 82, 72, 'Male', 91.93907169, 1.954492395, 0.10656455195705827, 42, 24.067564520906146, 96, 'Low Risk'),
(95219, 69, 19, '55:46.0', 37.09469545170686, 95.88995698724881, 127, 86, 71, 'Male', 60.897849525018614, 1.6251880586312528, 0.13933623464029854, 41, 23.056570604116047, 99.66666666666667, 'Low Risk'),
(95220, 67, 17, '54:46.0', 37.21776282214794, 99.88152076282672, 117, 87, 53, 'Female', 79.51415974981035, 1.548913106467869, 0.088823466, 30, 33.14288917865245, 97, 'High Risk'),
(95221, 68, 19, '53:46.0', 36.654164450268986, 96.20279586385628, 136, 84, 22, 'Male', 91.42195006228388, 1.9055822687526076, 0.069833694, 52, 25.176483741102288, 101.33333333333333, 'Low Risk'),
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(95223, 99, 13, '51:46.0', 36.015425668864076, 98.04109736, 127, 84, 43, 'Male', 63.001242951805956, 1.8218989009923652, 0.11072925512958487, 43, 18.980190629841612, 98.33333333333333, 'High Risk'),
(95224, 88, 15, '50:46.0', 36.798428485911565, 97.58374436607122, 117, 70, 30, 'Male', 80.35068747543497, 1.7855718413076458, 0.080700632, 47, 25.20199610132077, 85.66666666666667, 'Low Risk'),
(95225, 84, 13, '49:46.0', 36.834794359801975, 97.97990285810103, 131, 70, 45, 'Female', 50.983645001463024, 1.6227846645409096, 0.10028296188502778, 61, 19.360166662963884, 90.33333333333333, 'Low Risk'),
(95226, 62, 17, '48:46.0', 36.332785822300785, 96.00896306, 134, 76, 71, 'Male', 79.92252116702554, 1.539174162523214, 0.10628003181840945, 58, 33.73600453953563, 95.33333333333333, 'High Risk'),
(95227, 93, 17, '47:46.0', 37.06063802730499, 98.18678214701303, 134, 87, 36, 'Male', 54.79556218097521, 1.9327674176769525, 0.14111788928243857, 47, 14.668516561582999, 102.66666666666667, 'High Risk'),
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(95229, 62, 15, '45:46.0', 36.416789890763596, 99.65062031208323, 131, 77, 63, 'Male', 96.96479560919799, 1.8304219936530557, 0.10862301664480484, 54, 28.940873531532965, 95, 'Low Risk'),
(95230, 83, 19, '44:46.0', 37.175142499408835, 95.67559815452552, 139, 72, 53, 'Male', 59.14040958247936, 1.894482864366723, 0.11618169983633903, 67, 16.47794181879031, 94.33333333333333, 'High Risk'),
(95231, 72, 19, '43:46.0', 36.776617917368796, 99.72401539423511, 128, 72, 59, 'Female', 79.25025104773391, 1.7745721065757798, 0.056946166, 56, 25.165950903216125, 90.66666666666666, 'Low Risk'),
(95232, 91, 17, '42:46.0', 36.364800105149726, 96.89179649320079, 124, 84, 73, 'Male', 85.46268676166866, 1.5462709032635682, 0.10506910378060255, 40, 35.74418297485725, 97.33333333333333, 'High Risk'),
(95233, 64, 19, '41:46.0', 36.89292444890519, 99.30066434568444, 126, 76, 60, 'Female', 61.623854932618585, 1.553244905183908, 0.10077305344383841, 50, 25.542828473044732, 92.66666666666666, 'Low Risk'),
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(95235, 88, 18, '39:46.0', 36.20381812657123, 97.17580824415288, 131, 71, 50, 'Female', 56.839834755920336, 1.7960986137344865, 0.11644265701772745, 60, 17.619454210325394, 91, 'High Risk'),
(95236, 85, 13, '38:46.0', 36.04985703872532, 96.69288816, 130, 79, 60, 'Female', 75.36967046670202, 1.776197178959345, 0.13921057405828555, 51, 23.88989629632034, 96, 'Low Risk'),
(95237, 60, 18, '37:46.0', 37.279194950431815, 98.11831041469661, 123, 80, 67, 'Female', 53.92215607510299, 1.505291597, 0.056193086, 43, 23.79720623554672, 94.33333333333333, 'Low Risk'),
(95238, 86, 13, '36:46.0', 36.410021059391106, 96.7878837, 130, 79, 47, 'Female', 83.55593721815387, 1.5841178896294559, 0.080403852, 51, 33.296786225549745, 96, 'High Risk'),
(95239, 73, 15, '35:46.0', 36.875293799642726, 98.38044735485863, 113, 80, 78, 'Male', 53.06216601551655, 1.9356058896929516, 0.12096650218216043, 33, 14.162864632564387, 91, 'High Risk'),
(95240, 80, 13, '34:46.0', 36.46676047633631, 95.39653093686967, 130, 74, 22, 'Female', 81.19207737547138, 1.5281192098322496, 0.11475888245091817, 56, 34.76955904638413, 92.66666666666666, 'High Risk'),
(95241, 76, 19, '33:46.0', 37.205698447169986, 96.22014959903503, 126, 85, 68, 'Female', 59.35502516065752, 1.7937832094361315, 0.07622401, 41, 18.446653257133153, 98.66666666666667, 'High Risk'),
(95242, 97, 14, '32:46.0', 36.588605684525895, 99.93702549964658, 116, 74, 84, 'Female', 72.46554840355577, 1.8672250747361365, 0.062976085, 42, 20.78443587670607, 88, 'High Risk'),
(95243, 73, 17, '31:46.0', 36.71216516445906, 96.67053085856625, 139, 85, 43, 'Male', 90.81651051514365, 1.6632465736631408, 0.098354717, 54, 32.82853752849985, 103, 'High Risk'),
(95244, 86, 12, '30:46.0', 36.82316865070762, 96.58720369144487, 115, 78, 36, 'Male', 87.45556395982112, 1.9484297105646107, 0.083353744, 37, 23.036577547400064, 90.33333333333333, 'Low Risk'),
(95245, 97, 16, '29:46.0', 36.09137481493614, 99.26936319074585, 120, 76, 26, 'Male', 74.74358252, 1.9210064827756224, 0.096264606, 44, 20.25425386816938, 90.66666666666667, 'High Risk'),
(95246, 90, 17, '28:46.0', 36.97052210852707, 95.32817964313382, 113, 71, 68, 'Male', 88.59784676087119, 1.5981578463712913, 0.11461030048400539, 42, 34.68836452888928, 85, 'High Risk'),
(95247, 91, 18, '27:46.0', 36.02197150353939, 98.97301718047646, 134, 72, 39, 'Female', 51.17077626987736, 1.6725955504962213, 0.073286927, 62, 18.291112930048623, 92.66666666666666, 'High Risk'),
(95248, 60, 15, '26:46.0', 37.38702601, 99.07835945965509, 110, 87, 57, 'Male', 81.87106687, 1.5407247842599594, 0.1467780998145909, 23, 34.488976969671484, 94.66666666666667, 'High Risk'),
(95249, 66, 13, '25:46.0', 37.214170254308286, 96.43749572192307, 138, 85, 41, 'Female', 61.807420397799675, 1.8586035439915718, 0.14301453393231278, 53, 17.89233810749967, 102.66666666666666, 'High Risk'),
(95250, 95, 13, '24:46.0', 36.790693174218404, 97.95948324, 139, 89, 85, 'Male', 86.99021345317304, 1.7460999201555998, 0.080419344, 50, 28.531999749777373, 105.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(95252, 80, 17, '22:46.0', 37.29930740846633, 96.53923213360014, 137, 74, 30, 'Male', 78.49243846549663, 1.5414427239168766, 0.1343908781626896, 63, 33.03490308274269, 95, 'High Risk'),
(95253, 69, 18, '21:46.0', 36.16984966664596, 99.60194877556405, 125, 82, 79, 'Female', 71.62429402554902, 1.914583522332609, 0.080621838, 43, 19.53942235721266, 96.33333333333333, 'Low Risk'),
(95254, 75, 17, '20:46.0', 36.23928886572442, 97.31382766610686, 118, 76, 30, 'Female', 88.85684048, 1.6335485918706945, 0.1207882472877251, 42, 33.29865957915043, 90, 'High Risk'),
(95255, 87, 19, '19:46.0', 37.18236445519664, 99.90895674845004, 117, 87, 86, 'Male', 65.81068725272783, 1.7340636180969475, 0.10453979997365231, 30, 21.88599890034616, 97, 'Low Risk'),
(95256, 87, 14, '18:46.0', 37.006274093521775, 99.32186788491795, 137, 89, 67, 'Female', 61.29203377296667, 1.6333214755445855, 0.099728049, 48, 22.97527337, 105, 'Low Risk'),
(95257, 67, 16, '17:46.0', 36.89705336880114, 95.66420984, 138, 85, 37, 'Female', 62.55807478213825, 1.704490426, 0.097594153, 53, 21.532489433264224, 102.66666666666666, 'Low Risk'),
(95258, 79, 16, '16:46.0', 36.07731347972812, 98.56391987565078, 113, 86, 70, 'Female', 56.431710400738424, 1.7529283974396215, 0.074020829, 27, 18.36516608696449, 95, 'High Risk'),
(95259, 86, 16, '15:46.0', 37.49560234644815, 95.12047148550238, 111, 73, 44, 'Female', 91.31672984645752, 1.6324070494475211, 0.076086034, 38, 34.26836842059833, 85.66666666666667, 'High Risk'),
(95260, 88, 13, '14:46.0', 36.36035077786156, 98.37294770140548, 122, 88, 49, 'Male', 87.51050894864426, 1.9627604478087495, 0.14630051330008448, 34, 22.71567330425747, 99.33333333333333, 'Low Risk'),
(95261, 85, 17, '13:46.0', 36.064766812942054, 98.61858668246185, 139, 79, 57, 'Male', 86.07123257534404, 1.515571066291814, 0.084687553, 60, 37.47187383167646, 99, 'High Risk'),
(95262, 77, 12, '12:46.0', 37.300994116155785, 99.91970934085563, 123, 74, 71, 'Female', 98.96287431834028, 1.5081828119267864, 0.11024593174122807, 49, 43.50751980798977, 90.33333333333333, 'High Risk'),
(95263, 64, 19, '11:46.0', 37.37523324098322, 97.49726474829588, 135, 76, 45, 'Male', 93.78050754195408, 1.8336527443711037, 0.067967523, 59, 27.89191886625331, 95.66666666666666, 'Low Risk'),
(95264, 77, 18, '10:46.0', 36.662321176411574, 98.89137302512813, 112, 75, 86, 'Female', 77.54748356883034, 1.589975443399637, 0.11368265488952105, 37, 30.675162759961886, 87.33333333333333, 'High Risk'),
(95265, 76, 18, '09:46.0', 36.08871710162713, 97.07580655, 122, 86, 76, 'Female', 56.709306070118224, 1.5821298640059418, 0.11062507988564217, 36, 22.65531351149253, 98, 'Low Risk'),
(95266, 98, 17, '08:46.0', 37.32623419037235, 97.44171384437084, 124, 88, 67, 'Female', 99.23570708216889, 1.631476176320188, 0.077762573, 36, 37.28262612835737, 100, 'High Risk'),
(95267, 64, 17, '07:46.0', 36.95029174575435, 95.63820286257364, 118, 77, 53, 'Female', 94.67551839488107, 1.8300559722211496, 0.13937880973980127, 41, 28.268902381737767, 90.66666666666667, 'Low Risk'),
(95268, 91, 15, '06:46.0', 37.33375465536117, 95.39801609430052, 111, 87, 29, 'Male', 55.63972961554687, 1.5845205637193236, 0.14136532702234303, 24, 22.16099477148826, 95, 'High Risk'),
(95269, 90, 13, '05:46.0', 37.48753684641345, 99.95704907531785, 135, 78, 24, 'Male', 75.07564239577158, 1.6280795791918172, 0.099046428, 57, 28.323557380266184, 97, 'Low Risk'),
(95270, 68, 14, '04:46.0', 37.42278190005725, 99.26716733253316, 118, 70, 71, 'Male', 92.87255521193457, 1.9562765667506237, 0.079995521, 48, 24.267603412267384, 86, 'Low Risk'),
(95271, 91, 14, '03:46.0', 36.61957845250556, 97.61808200063216, 125, 70, 68, 'Male', 65.72224390973149, 1.8907893243555742, 0.077340277, 55, 18.383411120636758, 88.33333333333333, 'High Risk'),
(95272, 94, 19, '02:46.0', 37.25519713511134, 95.82015053338836, 130, 87, 39, 'Female', 76.22722116254957, 1.5496615122133608, 0.088510081, 43, 31.74215398676697, 101.33333333333333, 'High Risk'),
(95273, 90, 17, '01:46.0', 37.49306123421307, 98.77194044508155, 117, 80, 84, 'Female', 66.87732862494619, 1.8585194586661575, 0.060954214, 37, 19.36175374184699, 92.33333333333333, 'Low Risk'),
(95274, 62, 15, '00:46.0', 37.41745492341033, 99.63132014722912, 116, 76, 38, 'Female', 54.82709967974875, 1.6944589734904245, 0.084530607, 40, 19.095593297485337, 89.33333333333333, 'Low Risk'),
(95275, 83, 16, '59:46.0', 36.790966172783605, 98.36236236686526, 132, 70, 28, 'Male', 50.652918770078045, 1.8050973884821382, 0.096502724, 62, 15.545446481346676, 90.66666666666666, 'High Risk'),
(95276, 71, 13, '58:46.0', 37.08994189171708, 98.82718797559095, 127, 84, 88, 'Female', 56.91630713018386, 1.9770789774214939, 0.052654678, 43, 14.560915373635774, 98.33333333333333, 'High Risk'),
(95277, 92, 18, '57:46.0', 36.353472040824585, 96.81254155, 111, 85, 62, 'Female', 54.51939397269137, 1.6857589882009931, 0.10073969531661846, 26, 19.184922615571228, 93.66666666666667, 'High Risk'),
(95278, 93, 15, '56:46.0', 37.02766444628913, 95.97448814514856, 127, 81, 29, 'Male', 51.43383451, 1.9098706951647306, 0.071422656, 46, 14.100709751568388, 96.33333333333333, 'High Risk'),
(95279, 70, 12, '55:46.0', 37.30080537874761, 95.85290031745583, 129, 81, 24, 'Male', 89.28791820626378, 1.5758737961940052, 0.14195891998839727, 48, 35.954216491123645, 97, 'High Risk'),
(95280, 61, 13, '54:46.0', 37.327037098291065, 97.39840437226881, 114, 76, 25, 'Female', 63.33295519617707, 1.501150365737353, 0.12974079069240135, 38, 28.10485574, 88.66666666666667, 'Low Risk'),
(95281, 77, 15, '53:46.0', 36.97905541133204, 99.99200115697612, 126, 86, 37, 'Female', 91.73058458, 1.651805693077612, 0.050389415, 40, 33.61988658090043, 99.33333333333333, 'High Risk'),
(95282, 71, 17, '52:46.0', 37.166669416343474, 98.80482884672395, 131, 71, 83, 'Male', 55.13037497346131, 1.5024777280929524, 0.11895942859991777, 60, 24.42164199, 91, 'Low Risk'),
(95283, 80, 13, '51:46.0', 36.06994623455958, 99.29444976280818, 129, 72, 52, 'Female', 75.24726318052542, 1.9991773472947518, 0.094865729, 57, 18.82730093980285, 91, 'Low Risk'),
(95284, 80, 17, '50:46.0', 37.295477063888086, 97.12424338574728, 136, 86, 87, 'Male', 51.865615428907155, 1.5922337392478294, 0.086585091, 50, 20.458127969170963, 102.66666666666666, 'Low Risk'),
(95285, 76, 18, '49:46.0', 37.10986925297003, 97.77931759241883, 116, 83, 23, 'Male', 63.52948797631323, 1.7269012357366966, 0.067722272, 33, 21.302979750274826, 94, 'Low Risk'),
(95286, 92, 16, '48:46.0', 36.16050079349625, 98.36635709182403, 115, 89, 27, 'Female', 68.43468032319524, 1.721203347523756, 0.10356211740279281, 26, 23.099994621415103, 97.66666666666667, 'High Risk'),
(95287, 95, 17, '47:46.0', 36.01008528729225, 96.66932851099513, 114, 85, 19, 'Female', 82.96631040317851, 1.8933656152724965, 0.097969154, 29, 23.143700761297872, 94.66666666666667, 'High Risk'),
(95288, 65, 17, '46:46.0', 36.11033886052307, 95.67075076631164, 112, 77, 51, 'Male', 58.4893676, 1.6415348581632911, 0.085430992, 35, 21.705845470299476, 88.66666666666667, 'Low Risk'),
(95289, 97, 15, '45:46.0', 37.30584876098954, 98.00443491028976, 127, 71, 45, 'Female', 90.94316522625387, 1.913254943950775, 0.12903683535041732, 56, 24.844163405040174, 89.66666666666666, 'High Risk'),
(95290, 83, 19, '44:46.0', 36.30893234, 98.41206886, 135, 88, 48, 'Male', 99.09157095051108, 1.8632352284273193, 0.08932888, 47, 28.543113195429235, 103.66666666666667, 'Low Risk'),
(95291, 89, 16, '43:46.0', 37.25645794223317, 97.68075909692402, 129, 81, 76, 'Female', 65.19329420358754, 1.6929242733559058, 0.09890028, 48, 22.74719561735732, 97, 'Low Risk'),
(95292, 87, 13, '42:46.0', 36.76530117948197, 96.73524698956446, 128, 80, 49, 'Male', 96.82184893750778, 1.7473873929778132, 0.063083205, 48, 31.709907539457497, 96, 'High Risk'),
(95293, 86, 18, '41:46.0', 37.39632913896048, 98.70690367284499, 136, 73, 43, 'Female', 56.963193235591646, 1.7684812412152766, 0.11739354511128479, 63, 18.213500078746772, 94, 'High Risk'),
(95294, 68, 16, '40:46.0', 36.66155741264191, 99.54372617904677, 119, 73, 66, 'Male', 57.23235806929649, 1.7002999282546236, 0.063761556, 46, 19.79659812713978, 88.33333333333333, 'Low Risk'),
(95295, 76, 19, '39:46.0', 37.03686434, 95.98574296619041, 124, 80, 61, 'Female', 52.67285374854343, 1.904844362764691, 0.051329282614243237, 44, 14.516698418380512, 94.66666666666667, 'High Risk'),
(95296, 65, 15, '38:46.0', 37.01339988508823, 95.61389456925994, 112, 87, 67, 'Male', 71.19289056554754, 1.7460497740603493, 0.1011934041250653, 25, 23.35196262026555, 95.33333333333333, 'Low Risk'),
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(95473, 76, 18, '41:46.0', 36.68645777313807, 96.82115614883459, 138, 82, 39, 'Female', 98.36853784095658, 1.929543820989937, 0.075531662, 56, 26.420858422295765, 100.66666666666666, 'Low Risk'),
(95474, 92, 14, '40:46.0', 36.11820836151808, 97.74791681037297, 118, 77, 45, 'Female', 88.85503069612159, 1.6181365495583198, 0.10917698455937118, 41, 33.93529946792715, 90.66666666666667, 'High Risk'),
(95475, 88, 15, '39:46.0', 36.347121833649354, 98.59347659176828, 136, 73, 18, 'Male', 57.42032753, 1.832337373008698, 0.059473697, 63, 17.102310459949358, 94, 'High Risk'),
(95476, 92, 16, '38:46.0', 36.618736823982516, 97.93700665513958, 120, 81, 30, 'Female', 80.42204250747962, 1.6910019466108368, 0.067394913, 39, 28.12463427824532, 94, 'High Risk'),
(95477, 97, 16, '37:46.0', 36.93380781, 95.60626237620562, 129, 84, 19, 'Female', 50.34021698373496, 1.9335372797477595, 0.12040846088310049, 45, 13.465112407741579, 99, 'High Risk'),
(95478, 80, 12, '36:46.0', 36.63662765438462, 99.21214901034482, 123, 75, 83, 'Male', 52.357784838020294, 1.5675367938822942, 0.088547598, 48, 21.308151548836072, 91, 'Low Risk'),
(95479, 74, 16, '35:46.0', 37.288694537172006, 98.60192253346622, 110, 81, 36, 'Female', 53.24454291664619, 1.5120352685563638, 0.13171033001062205, 29, 23.289022504349777, 90.66666666666667, 'Low Risk'),
(95480, 85, 14, '34:46.0', 36.23373048012352, 99.18438321, 136, 73, 41, 'Female', 88.02601378871205, 1.9359677942409657, 0.076030664, 63, 23.486309455135977, 94, 'Low Risk'),
(95481, 93, 18, '33:46.0', 36.57779345555122, 97.17311201277903, 114, 80, 27, 'Female', 80.52648405725783, 1.733949894751861, 0.062800759, 34, 26.783396460144314, 91.33333333333333, 'High Risk'),
(95482, 95, 14, '32:46.0', 36.362937920213554, 96.59817902149821, 123, 86, 29, 'Female', 96.33858823859204, 1.6578127545241426, 0.061651511, 37, 35.053333486579476, 98.33333333333333, 'High Risk'),
(95483, 99, 15, '31:46.0', 36.26991740726163, 97.87810543757428, 127, 73, 45, 'Male', 61.74645869882758, 1.9312591290845313, 0.11869656897431159, 54, 16.55506748632858, 91, 'High Risk'),
(95484, 70, 16, '30:46.0', 36.82510769601528, 96.53047741081451, 117, 85, 88, 'Female', 87.89954425583629, 1.7018925808107688, 0.12738173679954823, 32, 30.347458993896545, 95.66666666666667, 'High Risk'),
(95485, 76, 18, '29:46.0', 36.258491358031534, 97.93547591389607, 123, 70, 40, 'Female', 94.92329347490401, 1.6892664646554676, 0.07592523, 53, 33.26415357924753, 87.66666666666666, 'High Risk'),
(95486, 72, 19, '28:46.0', 36.886090970468466, 99.89488839126554, 112, 86, 46, 'Male', 80.63986118, 1.5069193445681073, 0.068109254, 26, 35.51156036, 94.66666666666667, 'High Risk'),
(95487, 93, 16, '27:46.0', 37.01458421670082, 95.93668331796265, 132, 74, 42, 'Male', 79.46593881781789, 1.9801819566610728, 0.14688805561052945, 58, 20.266129838756683, 93.33333333333333, 'High Risk'),
(95488, 70, 18, '26:46.0', 36.02660562149916, 95.90814583580982, 124, 74, 47, 'Female', 81.52322334644118, 1.8326987223757012, 0.093660428, 50, 24.271643729877674, 90.66666666666666, 'Low Risk'),
(95489, 79, 18, '25:46.0', 37.02106717752426, 96.4001802, 116, 80, 69, 'Male', 61.16035566961665, 1.9997936988276408, 0.08993409, 36, 15.293243768802064, 92, 'High Risk'),
(95490, 65, 13, '24:46.0', 36.78972048812314, 97.03758191657454, 135, 72, 78, 'Female', 62.32027145116499, 1.8892743841581612, 0.076661353, 63, 17.459799973249158, 93, 'High Risk'),
(95491, 76, 13, '23:46.0', 37.438966341844996, 96.44318587542905, 112, 73, 56, 'Male', 97.7448464, 1.749455092753728, 0.091583992, 39, 31.936569977125224, 86, 'High Risk'),
(95492, 65, 17, '22:46.0', 36.212008530891005, 97.50556748862107, 117, 79, 25, 'Female', 73.25848032212231, 1.8973756998295248, 0.1387218476089191, 38, 20.349382590603803, 91.66666666666667, 'Low Risk'),
(95493, 69, 15, '21:46.0', 36.95690611942917, 98.19502066450386, 128, 70, 71, 'Male', 82.05507972736223, 1.764628999707301, 0.10590169760731721, 58, 26.35109384093257, 89.33333333333333, 'Low Risk'),
(95494, 90, 16, '20:46.0', 36.81774939941314, 99.04974484008012, 114, 88, 40, 'Female', 69.03898530846692, 1.6257689563875717, 0.052424266168627824, 26, 26.120214956232942, 96.66666666666667, 'Low Risk'),
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(95497, 69, 14, '17:46.0', 36.065455063550466, 98.75239388626306, 132, 87, 31, 'Female', 90.20548083581822, 1.956932381816733, 0.0774178, 45, 23.554901175218752, 102, 'Low Risk'),
(95498, 70, 12, '16:46.0', 36.87257996067922, 96.92746068, 118, 76, 23, 'Male', 68.46585510023357, 1.8261073242408696, 0.082879805, 42, 20.531535951633003, 90, 'Low Risk'),
(95499, 72, 15, '15:46.0', 36.18437953013535, 95.28621535, 138, 73, 83, 'Male', 56.66278373916121, 1.8309507855352458, 0.12015255321959226, 65, 16.902251705184366, 94.66666666666666, 'High Risk'),
(95500, 85, 12, '14:46.0', 37.040621691962556, 95.05236419842039, 127, 72, 33, 'Male', 51.25058251174106, 1.979358493893288, 0.064913348, 55, 13.081269338969637, 90.33333333333333, 'High Risk'),
(95501, 82, 13, '13:46.0', 37.22777849443073, 99.66531556574195, 124, 79, 36, 'Male', 62.07988233799024, 1.6555352983392657, 0.093058492, 45, 22.650301911554145, 94, 'Low Risk'),
(95502, 81, 18, '12:46.0', 36.456095130384014, 95.35129722519265, 125, 84, 82, 'Female', 96.21142125539339, 1.646859398554426, 0.13615298374653897, 41, 35.47427961537505, 97.66666666666667, 'High Risk'),
(95503, 67, 12, '11:46.0', 36.35482097670884, 95.67995735310146, 112, 86, 58, 'Female', 93.15631054, 1.8831243391561445, 0.083437263, 26, 26.269650009483172, 94.66666666666667, 'Low Risk'),
(95504, 72, 19, '10:46.0', 36.90127351203904, 97.42538851556273, 135, 75, 60, 'Male', 76.38263637196806, 1.9126609431887713, 0.1385647897881635, 60, 20.87943127310896, 95, 'Low Risk'),
(95505, 90, 15, '09:46.0', 37.10140695417961, 99.74444505960372, 117, 82, 39, 'Female', 80.88326412, 1.6878498355660159, 0.062129097, 35, 28.39167780005049, 93.66666666666667, 'Low Risk'),
(95506, 72, 19, '08:46.0', 36.03620872128143, 98.50184327052274, 125, 72, 34, 'Male', 60.703681459590676, 1.7947209776130977, 0.1030262539099872, 53, 18.846085283161436, 89.66666666666666, 'Low Risk'),
(95507, 80, 19, '07:46.0', 36.087762442121885, 99.00320438087905, 132, 71, 65, 'Female', 53.343332653467925, 1.7162367493954482, 0.10871652111973573, 61, 18.110304423587653, 91.33333333333333, 'High Risk'),
(95508, 84, 19, '06:46.0', 36.23674035870125, 98.44284186957206, 118, 71, 63, 'Female', 91.39848936077456, 1.6119629553421615, 0.13512664399863436, 47, 35.174578641718995, 86.66666666666667, 'High Risk'),
(95509, 70, 17, '05:46.0', 36.301995866155245, 98.26278050893559, 128, 86, 60, 'Male', 92.47392047, 1.5694258356939321, 0.090944428, 42, 37.54375221099767, 100, 'High Risk'),
(95510, 96, 19, '04:46.0', 37.07043825452043, 97.24558495828312, 119, 78, 58, 'Female', 55.93202312896935, 1.5213983942825469, 0.1226137541029536, 41, 24.16432240071258, 91.66666666666667, 'High Risk'),
(95511, 95, 13, '03:46.0', 37.14641993346434, 95.67412166286229, 133, 73, 27, 'Female', 89.99255369, 1.9767339448606078, 0.070108289, 60, 23.030858951407847, 93, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(95514, 72, 13, '00:46.0', 37.23914061186072, 96.94056475745214, 114, 89, 83, 'Male', 85.94395865, 1.7300776628965453, 0.10035472462697136, 25, 28.71336924166524, 97.33333333333333, 'Low Risk'),
(95515, 64, 14, '59:46.0', 36.82958418843097, 97.17556456844493, 112, 85, 71, 'Male', 87.38889577884116, 1.6256545763044448, 0.072980733, 27, 33.067374190494306, 94, 'High Risk'),
(95516, 81, 13, '58:46.0', 36.59310002168074, 97.60019640080162, 133, 76, 54, 'Male', 93.80905576900663, 1.5726386728322628, 0.056500221842871984, 57, 37.930351050629476, 95, 'High Risk'),
(95517, 87, 16, '57:46.0', 36.05697690328553, 98.47299267495443, 112, 86, 55, 'Female', 68.63349420947301, 1.9041424674474987, 0.11395004647128656, 26, 18.929416705948253, 94.66666666666667, 'Low Risk'),
(95518, 68, 19, '56:46.0', 36.10120839128461, 96.21866505305042, 137, 87, 61, 'Male', 95.21652166, 1.6623101484431952, 0.077280975, 50, 34.45785187317643, 103.66666666666666, 'High Risk'),
(95519, 63, 17, '55:46.0', 36.38438821572337, 96.56170418830547, 130, 77, 86, 'Female', 71.71111176082623, 1.8458635815112774, 0.084861442, 53, 21.046857122874247, 94.66666666666666, 'Low Risk'),
(95520, 84, 19, '54:46.0', 36.02537763689658, 96.70905015576002, 114, 75, 45, 'Male', 58.10496275175359, 1.586269488550935, 0.12139949091755822, 39, 23.091879659364768, 88, 'Low Risk'),
(95521, 89, 13, '53:46.0', 36.64709066, 97.59402641312633, 131, 75, 26, 'Male', 97.92789140869394, 1.9942550196139301, 0.11556807804002231, 56, 24.62322965237782, 93.66666666666666, 'Low Risk'),
(95522, 65, 12, '52:46.0', 37.493338803364935, 97.61374706, 120, 71, 25, 'Female', 78.40310834, 1.9809651129710308, 0.065896419, 49, 19.97927048349024, 87.33333333333333, 'Low Risk'),
(95523, 99, 13, '51:46.0', 36.75972008102994, 95.33639745653619, 130, 84, 40, 'Female', 84.65041130048931, 1.6815540431821998, 0.14240341811842672, 46, 29.936940447607668, 99.33333333333333, 'High Risk'),
(95524, 86, 12, '50:46.0', 36.30470976081992, 96.57061817868369, 139, 81, 83, 'Female', 89.89775055072155, 1.7731937245292793, 0.06983796, 58, 28.591467948730177, 100.33333333333333, 'Low Risk'),
(95525, 64, 14, '49:46.0', 37.26716980654673, 98.54375213386132, 137, 84, 48, 'Male', 74.58397145101543, 1.6227254046476935, 0.13964041598015828, 53, 28.32405534430889, 101.66666666666666, 'Low Risk'),
(95526, 79, 14, '48:46.0', 36.474634661317374, 99.49471877043008, 111, 88, 86, 'Female', 84.70042658445351, 1.958156851257295, 0.1118057540537013, 23, 22.08974205748058, 95.66666666666667, 'Low Risk'),
(95527, 96, 17, '47:46.0', 36.39004835466512, 99.72814740698182, 127, 83, 54, 'Female', 60.517633229682275, 1.5002553278099529, 0.12510033479583144, 44, 26.887571574455436, 97.66666666666667, 'High Risk'),
(95528, 73, 17, '46:46.0', 37.132790476484594, 98.02194200636531, 126, 72, 29, 'Female', 79.28243427187518, 1.9597077898976312, 0.053455613, 54, 20.644023189894153, 90, 'Low Risk'),
(95529, 93, 14, '45:46.0', 36.98748263824465, 99.59423088167307, 110, 76, 64, 'Male', 97.02298522523057, 1.9082050828183492, 0.14166634635963893, 34, 26.64554062616938, 87.33333333333333, 'High Risk'),
(95530, 71, 13, '44:46.0', 36.999447471703775, 96.83262638291161, 133, 83, 62, 'Male', 81.46518235132524, 1.5129142445439094, 0.11663635936799693, 50, 35.59126385188346, 99.66666666666666, 'High Risk'),
(95531, 62, 17, '43:46.0', 37.49588107318678, 96.29806417143534, 139, 74, 31, 'Male', 76.17737936084225, 1.6474588156080816, 0.079606522, 65, 28.067058180377074, 95.66666666666666, 'Low Risk'),
(95532, 90, 17, '42:46.0', 37.19419326995597, 97.32702317944818, 127, 86, 30, 'Male', 89.88248119320878, 1.5931306870389519, 0.052602519, 41, 35.41377684338854, 99.66666666666667, 'High Risk'),
(95533, 68, 19, '41:46.0', 36.11917422632512, 97.14996463161133, 115, 73, 36, 'Female', 96.42410652694427, 1.7863635364685888, 0.13659125563969965, 42, 30.216623467044514, 87, 'High Risk'),
(95534, 74, 18, '40:46.0', 36.47308470192197, 99.89666136, 134, 77, 23, 'Female', 76.05668463025454, 1.8114911642665061, 0.086466206, 57, 23.177412497038794, 96, 'Low Risk'),
(95535, 73, 12, '39:46.0', 37.073134914877244, 98.22021914381253, 115, 75, 38, 'Female', 66.56526949, 1.9106579741638063, 0.11863789959469233, 40, 18.23399335497448, 88.33333333333333, 'High Risk'),
(95536, 84, 19, '38:46.0', 36.88314203264887, 97.29298678959633, 113, 85, 86, 'Male', 81.55094746, 1.5817249410320469, 0.12575978264427567, 28, 32.596208387368954, 94.33333333333333, 'High Risk'),
(95537, 76, 16, '37:46.0', 36.981441054536795, 98.04931997806233, 134, 84, 27, 'Male', 78.39746201954972, 1.8056778533033866, 0.13676673979762877, 50, 24.044816136697285, 100.66666666666666, 'Low Risk'),
(95538, 77, 12, '36:46.0', 37.174041859086955, 96.99806946318476, 134, 70, 44, 'Male', 80.74085707996127, 1.9332210251244444, 0.070169942, 64, 21.60380933382285, 91.33333333333333, 'Low Risk'),
(95539, 94, 19, '35:46.0', 37.36600405079266, 98.67806559019161, 135, 72, 27, 'Female', 56.74209716358363, 1.501757921661288, 0.10422493590796497, 63, 25.159703577381567, 93, 'High Risk'),
(95540, 68, 14, '34:46.0', 37.024468637564546, 97.10987527507896, 120, 78, 89, 'Female', 98.54098676657759, 1.9548533909763102, 0.051657555797639115, 42, 25.786269835157196, 92, 'Low Risk'),
(95541, 60, 19, '33:46.0', 36.77356061, 97.07974282681046, 110, 72, 85, 'Female', 88.52310757954262, 1.6845421859998861, 0.12356360807799116, 38, 31.195565901012696, 84.66666666666667, 'High Risk'),
(95542, 94, 12, '32:46.0', 36.23198974507403, 98.52620173237558, 129, 88, 35, 'Female', 61.751774580155825, 1.9103898089470315, 0.14146152811545765, 41, 16.92019864, 101.66666666666667, 'High Risk'),
(95543, 81, 12, '31:46.0', 37.45102744672938, 98.14546115, 118, 83, 22, 'Male', 97.93500678735855, 1.6206494551648096, 0.074104147, 35, 37.287200897977655, 94.66666666666667, 'High Risk'),
(95544, 71, 13, '30:46.0', 36.6745465, 97.07624108210877, 110, 84, 52, 'Female', 78.9895168, 1.9065138627246434, 0.051457889, 26, 21.731490891484636, 92.66666666666667, 'Low Risk'),
(95545, 93, 14, '29:46.0', 36.579554737785756, 96.09105182883941, 132, 71, 70, 'Female', 99.55141016486678, 1.883659164669098, 0.11918323208362254, 61, 28.05709937723889, 91.33333333333333, 'High Risk'),
(95546, 66, 13, '28:46.0', 36.41326764390185, 95.57471669, 135, 72, 64, 'Male', 94.76150729187083, 1.5463454112409079, 0.069653563, 63, 39.62953169045961, 93, 'High Risk'),
(95547, 90, 14, '27:46.0', 36.66879250759428, 98.15535970890335, 129, 89, 40, 'Female', 78.00427068526133, 1.6019736107122007, 0.10149206385387259, 40, 30.395386164003384, 102.33333333333333, 'High Risk'),
(95548, 80, 17, '26:46.0', 37.441612063370066, 99.23671713490207, 136, 75, 53, 'Male', 56.80237710619529, 1.9171317683410234, 0.10240174878449432, 61, 15.45477131150872, 95.33333333333333, 'High Risk'),
(95549, 84, 19, '25:46.0', 36.71981973837612, 99.37955511, 134, 71, 62, 'Male', 51.31438794999729, 1.918087268990552, 0.14972633265556662, 63, 13.947694542966753, 92, 'High Risk'),
(95550, 79, 14, '24:46.0', 37.21691618936357, 98.39288438113226, 128, 84, 52, 'Male', 72.48667873917316, 1.9190120443067578, 0.10544500240784713, 44, 19.68352156145654, 98.66666666666667, 'Low Risk'),
(95551, 69, 17, '23:46.0', 37.10581879648318, 95.47028821152567, 139, 73, 49, 'Male', 56.48245264, 1.8368145759007704, 0.12056653259889379, 66, 16.741058453384817, 95, 'High Risk'),
(95552, 95, 16, '22:46.0', 36.01039810295059, 98.69385091774572, 136, 83, 20, 'Male', 51.14162902781637, 1.9586400707676506, 0.089495028, 53, 13.331078540444247, 100.66666666666666, 'High Risk'),
(95553, 71, 18, '21:46.0', 36.64934970401621, 98.10824533039963, 124, 87, 59, 'Female', 59.76767238843321, 1.689154782294947, 0.12722982089653845, 37, 20.94727087220075, 99.33333333333333, 'Low Risk'),
(95554, 72, 18, '20:46.0', 36.22521368228438, 95.79894003719754, 116, 87, 79, 'Male', 94.28395031, 1.6840750254188237, 0.077838435, 29, 33.24412445886269, 96.66666666666667, 'High Risk'),
(95555, 93, 19, '19:46.0', 36.79849047352226, 98.58984788, 118, 83, 34, 'Male', 64.76035503488563, 1.6352570258008294, 0.099275422, 35, 24.217938586669167, 94.66666666666667, 'High Risk'),
(95556, 66, 13, '18:46.0', 36.356359001043984, 96.11944074108168, 131, 80, 83, 'Male', 78.66885451910682, 1.9679337585607046, 0.093906489, 51, 20.31336512725104, 97, 'Low Risk'),
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(95735, 73, 19, '19:46.0', 37.13528158862028, 97.49283202308125, 134, 79, 79, 'Female', 96.43880283927871, 1.9911816191639409, 0.14525009278656398, 55, 24.323723692145276, 97.33333333333333, 'Low Risk'),
(95736, 66, 18, '18:46.0', 36.73669092330505, 95.31952816, 113, 86, 85, 'Male', 88.83133789, 1.5585565229610987, 0.12678623550206378, 27, 36.56967399769073, 95, 'High Risk'),
(95737, 79, 12, '17:46.0', 36.689891411175324, 97.33258746500753, 113, 85, 18, 'Male', 91.13296012874245, 1.9028159610741042, 0.10952013473360539, 28, 25.16992408306202, 94.33333333333333, 'Low Risk'),
(95738, 78, 12, '16:46.0', 37.45336960644105, 98.94151403345825, 110, 73, 46, 'Female', 68.70936203582002, 1.8968582372691654, 0.057541566436039415, 37, 19.096165346828705, 85.33333333333333, 'Low Risk'),
(95739, 66, 16, '15:46.0', 37.41796023094739, 97.71948299197359, 113, 85, 25, 'Male', 66.84156197271093, 1.862466018494123, 0.060461162, 28, 19.269474665664493, 94.33333333333333, 'Low Risk'),
(95740, 62, 19, '14:46.0', 37.01735658459431, 97.15403488213727, 130, 72, 25, 'Male', 91.64011222732388, 1.945120139302131, 0.14596675482063626, 58, 24.221038024373808, 91.33333333333333, 'Low Risk'),
(95741, 98, 15, '13:46.0', 37.13606791850475, 99.53729732, 123, 71, 73, 'Female', 69.59762807894137, 1.8702390496567118, 0.1308581827730858, 52, 19.897577167854898, 88.33333333333333, 'High Risk'),
(95742, 71, 12, '12:46.0', 37.45233074479715, 96.02586883227464, 136, 85, 53, 'Female', 67.26897802075234, 1.780297229514682, 0.11413675157715038, 51, 21.224125145832467, 102, 'Low Risk'),
(95743, 68, 12, '11:46.0', 36.40457419769005, 99.46906264828915, 130, 84, 79, 'Male', 65.56916326481273, 1.5783894714773634, 0.13581268231221771, 46, 26.319115561187633, 99.33333333333333, 'Low Risk'),
(95744, 87, 17, '10:46.0', 36.4928534, 96.95373820236006, 139, 70, 56, 'Female', 54.919184533063685, 1.9145671485700304, 0.1292044267908273, 69, 14.98245129436717, 93, 'High Risk'),
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(95746, 74, 12, '08:46.0', 36.71960669012935, 99.62059169233343, 112, 73, 80, 'Male', 85.31463881, 1.6097939809341557, 0.1461254890624951, 39, 32.92175344149249, 86, 'High Risk'),
(95747, 70, 17, '07:46.0', 36.08400249038122, 98.33191794458658, 133, 86, 39, 'Female', 82.94794279631299, 1.8403462002852893, 0.11958545140429958, 47, 24.491002453408214, 101.66666666666667, 'Low Risk'),
(95748, 90, 15, '06:46.0', 37.009747642356885, 96.39605209115105, 131, 82, 71, 'Male', 84.35787920865874, 1.5726810094266948, 0.081231397, 49, 34.10706647811839, 98.33333333333333, 'High Risk'),
(95749, 87, 14, '05:46.0', 36.60537879, 99.39611439076931, 131, 75, 87, 'Male', 87.74863809686052, 1.511668450109132, 0.08254841, 56, 38.399651828797616, 93.66666666666666, 'High Risk'),
(95750, 70, 15, '04:46.0', 36.76844147, 97.98696044735948, 134, 74, 64, 'Female', 95.69119069, 1.8854389554174997, 0.064160941, 60, 26.918261436909773, 94, 'Low Risk'),
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(95753, 94, 12, '01:46.0', 36.53412833437932, 95.42943462998566, 122, 72, 78, 'Male', 99.61163344701339, 1.8474431364460995, 0.13151366613126897, 50, 29.18555134942169, 88.66666666666666, 'High Risk'),
(95754, 97, 16, '00:46.0', 36.47909716244124, 97.39330849, 118, 77, 84, 'Female', 52.021046548681596, 1.6947481699122573, 0.13806636496565095, 41, 18.112097099655465, 90.66666666666667, 'High Risk'),
(95755, 87, 18, '59:46.0', 36.148822743005844, 96.27759466900544, 130, 85, 49, 'Male', 79.35833696338153, 1.6555722721740782, 0.092817715, 45, 28.953179968360864, 100, 'Low Risk'),
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(95759, 78, 12, '55:46.0', 37.32128813, 99.98191544580216, 120, 73, 87, 'Female', 78.21456200577055, 1.954482570305897, 0.13854488895247274, 47, 20.475004881490907, 88.66666666666667, 'Low Risk'),
(95760, 95, 16, '54:46.0', 36.65331673498177, 99.01198477029683, 130, 74, 75, 'Male', 72.35382170507347, 1.7215673620713732, 0.11297506892079691, 56, 24.412566210181787, 92.66666666666666, 'High Risk'),
(95761, 84, 15, '53:46.0', 36.54924117305183, 98.70248922, 129, 84, 83, 'Female', 83.49628946, 1.5902717810665663, 0.10768650344816849, 45, 33.01600114229936, 99, 'High Risk'),
(95762, 87, 18, '52:46.0', 36.83336418888515, 98.97405532, 113, 77, 69, 'Female', 64.41113325104291, 1.6772522812795465, 0.085020457, 36, 22.89623941881902, 89, 'Low Risk'),
(95763, 89, 15, '51:46.0', 36.15968863851386, 96.79261042, 137, 72, 53, 'Female', 51.56400042192661, 1.6371946109960847, 0.086335205, 65, 19.23738295041547, 93.66666666666666, 'Low Risk'),
(95764, 74, 12, '50:46.0', 36.92997559, 97.85251212, 129, 81, 52, 'Female', 76.55777785721777, 1.8770540044537183, 0.092118907, 48, 21.728802054855024, 97, 'Low Risk'),
(95765, 60, 12, '49:46.0', 36.32667957614379, 98.76835514592284, 120, 74, 33, 'Female', 70.68080755223743, 1.506282341, 0.095656129, 46, 31.152200780215765, 89.33333333333333, 'High Risk'),
(95766, 73, 16, '48:46.0', 37.17439463034071, 95.52359997114391, 126, 80, 25, 'Male', 53.85963742149133, 1.8271882438371678, 0.055029052, 46, 16.13232047369052, 95.33333333333333, 'High Risk'),
(95767, 85, 15, '47:46.0', 36.91179026639207, 97.49875025840262, 120, 70, 27, 'Male', 84.52228087796183, 1.7939038301844055, 0.072065445, 50, 26.26472717520251, 86.66666666666666, 'Low Risk'),
(95768, 93, 17, '46:46.0', 37.481170771852035, 96.75677455, 132, 73, 19, 'Male', 57.642049513228535, 1.6072672267202537, 0.090737342, 59, 22.313270773235363, 92.66666666666666, 'High Risk'),
(95769, 60, 12, '45:46.0', 37.43980631966897, 98.48081725, 119, 75, 53, 'Male', 86.43446344385806, 1.8993087163558895, 0.092025228, 44, 23.960496756767334, 89.66666666666667, 'Low Risk'),
(95770, 89, 16, '44:46.0', 36.04618149, 95.40216813342761, 135, 84, 39, 'Male', 60.056845104156025, 1.6494249743722431, 0.11200468886021468, 51, 22.074830730295297, 101, 'Low Risk'),
(95771, 73, 14, '43:46.0', 36.55510544162672, 95.62713788250821, 114, 75, 77, 'Female', 76.18569257994125, 1.5231818715365242, 0.094672322, 39, 32.83748561043829, 88, 'High Risk'),
(95772, 65, 19, '42:46.0', 36.760575872201194, 95.31017443021304, 138, 75, 25, 'Male', 66.01534694654652, 1.9831608515770371, 0.12496529727162868, 63, 16.78529694646748, 96, 'High Risk'),
(95773, 68, 15, '41:46.0', 36.089489227131054, 98.05294957290121, 133, 80, 55, 'Female', 77.75547071534594, 1.529224033880284, 0.067029546, 53, 33.24977608443327, 97.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(95776, 97, 19, '38:46.0', 36.97808043230547, 99.85374807319894, 132, 84, 73, 'Male', 79.73750841231565, 1.8807603846406495, 0.10222752140355934, 48, 22.542170176463237, 100, 'High Risk'),
(95777, 65, 14, '37:46.0', 36.10525792768784, 96.89818878, 117, 85, 43, 'Female', 63.062146528850796, 1.7742229072362656, 0.14437015582694085, 32, 20.03329493912048, 95.66666666666667, 'Low Risk'),
(95778, 92, 17, '36:46.0', 36.68647988020996, 95.48554889362453, 124, 89, 44, 'Male', 69.35332869, 1.6383764770497233, 0.059673542, 35, 25.836870142016636, 100.66666666666667, 'High Risk'),
(95779, 91, 18, '35:46.0', 37.18266836602556, 97.18923392254973, 118, 76, 60, 'Female', 76.69664244, 1.9907372319677004, 0.10149497765954513, 42, 19.35300791589728, 90, 'High Risk'),
(95780, 85, 13, '34:46.0', 36.884824583559414, 96.56773113217638, 131, 83, 29, 'Female', 94.60175238947643, 1.5771457328034588, 0.09348608, 48, 38.03255752335422, 99, 'High Risk'),
(95781, 74, 17, '33:46.0', 37.148753866717094, 99.31386872048066, 139, 79, 45, 'Male', 51.82859457257138, 1.5109867319660464, 0.067696725, 60, 22.701164237210687, 99, 'Low Risk'),
(95782, 82, 16, '32:46.0', 37.180250830985514, 98.76468464418554, 118, 73, 89, 'Male', 50.06257091033063, 1.5379908128619593, 0.1401470756741564, 45, 21.16438563178472, 88, 'Low Risk'),
(95783, 84, 15, '31:46.0', 36.07401180160999, 99.44221511714991, 113, 75, 72, 'Female', 92.13864266, 1.6989105110198208, 0.11057643445958464, 38, 31.922787249028854, 87.66666666666667, 'High Risk'),
(95784, 61, 15, '30:46.0', 36.31999144, 98.70037574841801, 134, 84, 19, 'Female', 92.76982208885394, 1.752933078, 0.120141256, 50, 30.19089939290358, 100.66666666666666, 'High Risk'),
(95785, 60, 16, '29:46.0', 36.516404512987144, 98.76382609571284, 126, 74, 35, 'Female', 68.54817675460534, 1.699360071968394, 0.074358419, 52, 23.736959463553312, 91.33333333333333, 'Low Risk'),
(95786, 70, 12, '28:46.0', 36.956293682414106, 99.03311853054853, 118, 70, 67, 'Male', 53.66113730827066, 1.888217608540362, 0.14736703707167187, 48, 15.050668364358094, 86, 'High Risk'),
(95787, 62, 15, '27:46.0', 36.892362239586625, 97.41869608066965, 110, 82, 35, 'Male', 96.67592505629617, 1.5111574834569121, 0.10075300411957627, 28, 42.33493370525876, 91.33333333333333, 'High Risk'),
(95788, 88, 13, '26:46.0', 36.294643449845346, 95.56149301865432, 114, 79, 61, 'Female', 97.64270630350774, 1.5039312391984145, 0.085916645, 35, 43.17017876753116, 90.66666666666667, 'High Risk'),
(95789, 75, 16, '25:46.0', 36.263538331819504, 95.89810524952678, 136, 82, 19, 'Female', 90.09141146368586, 1.5339643615754799, 0.12172267864993794, 54, 38.287133398691104, 100, 'High Risk'),
(95790, 99, 17, '24:46.0', 37.33978180120022, 96.12918147156996, 117, 76, 47, 'Male', 73.86697044547452, 1.5185096273227174, 0.053143732576147434, 41, 32.03429628285004, 89.66666666666667, 'High Risk'),
(95791, 97, 18, '23:46.0', 37.00833824670061, 99.10947547647983, 137, 85, 70, 'Male', 59.060845550549075, 1.5667866673337298, 0.1494452012629576, 52, 24.05913038872918, 102.33333333333333, 'High Risk'),
(95792, 63, 13, '22:46.0', 36.668981523939905, 99.25525983124497, 123, 86, 49, 'Female', 75.41531077338942, 1.6750355777901003, 0.11494916521143607, 37, 26.878897629551492, 98.33333333333333, 'Low Risk'),
(95793, 87, 18, '21:46.0', 37.15477984717895, 96.67481305211284, 129, 71, 46, 'Male', 64.79294032149319, 1.511925077213148, 0.10301832582514063, 58, 28.34439215216519, 90.33333333333333, 'Low Risk'),
(95794, 89, 15, '20:46.0', 37.428362568743964, 98.39793777116753, 124, 75, 62, 'Male', 81.90721512911091, 1.9109805706063583, 0.080411564, 49, 22.428984821364946, 91.33333333333333, 'Low Risk'),
(95795, 69, 18, '19:46.0', 36.233858338493626, 95.45953887323708, 110, 70, 40, 'Male', 72.60819357100974, 1.7072928612900324, 0.073941927, 40, 24.909762292307686, 83.33333333333333, 'Low Risk'),
(95796, 87, 17, '18:46.0', 37.18665178497321, 96.10193525583298, 122, 73, 33, 'Male', 57.964813403521575, 1.876619577214682, 0.07745466, 49, 16.459322578745653, 89.33333333333333, 'High Risk'),
(95797, 64, 18, '17:46.0', 36.99571611888438, 98.39255671873293, 115, 77, 25, 'Female', 76.25113870254425, 1.7624836915895745, 0.14828473881496157, 38, 24.54686981959402, 89.66666666666667, 'Low Risk'),
(95798, 92, 14, '16:46.0', 36.74714645557402, 95.97966939124413, 120, 72, 69, 'Male', 90.88841094879596, 1.7022360704763413, 0.1312479517480739, 48, 31.366707384985556, 88, 'High Risk'),
(95799, 77, 17, '15:46.0', 36.100531354317305, 95.70252090408917, 112, 81, 18, 'Male', 81.43656875, 1.5535822714502836, 0.11398499447860423, 31, 33.74045644194743, 91.33333333333333, 'High Risk'),
(95800, 87, 18, '14:46.0', 36.21058253389755, 99.12672274455066, 119, 79, 78, 'Female', 67.87219486333133, 1.9144159934218692, 0.070687882, 40, 18.519073958327027, 92.33333333333333, 'Low Risk'),
(95801, 90, 16, '13:46.0', 36.526571520195354, 95.05618162, 126, 78, 36, 'Female', 68.93695928613661, 1.782998788405448, 0.07257975, 48, 21.684530686344687, 94, 'Low Risk'),
(95802, 93, 14, '12:46.0', 36.02189726925943, 97.70149371572447, 128, 72, 78, 'Female', 55.812200961816544, 1.625048982557981, 0.057470089961546816, 56, 21.13470727840115, 90.66666666666666, 'High Risk'),
(95803, 85, 19, '11:46.0', 37.41338560775363, 99.17785737996465, 135, 81, 44, 'Female', 84.82032534375448, 1.5425011543215483, 0.1156188791047732, 54, 35.64913024, 99, 'High Risk'),
(95804, 82, 19, '10:46.0', 37.48204274927592, 97.07321853283706, 129, 73, 87, 'Female', 99.08011354212425, 1.7977232185102876, 0.13722076715385173, 56, 30.65778967198935, 91.66666666666666, 'High Risk'),
(95805, 95, 15, '09:46.0', 36.684537179231626, 98.30385135965228, 113, 84, 70, 'Male', 68.98030497497024, 1.571487652, 0.088902027, 29, 27.932072741096178, 93.66666666666667, 'High Risk'),
(95806, 75, 16, '08:46.0', 36.19521867400843, 97.83625365, 121, 70, 72, 'Female', 95.69211381435397, 1.5701280702154903, 0.068251997, 51, 38.81557217940057, 87, 'High Risk'),
(95807, 69, 17, '07:46.0', 37.40922829050238, 95.82352772062103, 115, 70, 25, 'Female', 93.39951015, 1.5914261217336656, 0.14299788112408718, 45, 36.87836291740807, 85, 'High Risk'),
(95808, 75, 13, '06:46.0', 36.317850067125065, 97.87322889622611, 118, 88, 43, 'Female', 86.05558999266657, 1.7961350904539581, 0.085288355, 30, 26.67479504607147, 98, 'Low Risk'),
(95809, 87, 15, '05:46.0', 37.15865651589965, 95.33488551455999, 127, 79, 79, 'Female', 85.36419367250834, 1.5111822488741578, 0.10206185692440667, 48, 37.38023741941157, 95, 'High Risk'),
(95810, 67, 14, '04:46.0', 36.00956615010809, 95.35989610099637, 122, 75, 28, 'Male', 61.554936007026406, 1.5049091636253102, 0.078251895, 47, 27.179553050353174, 90.66666666666667, 'Low Risk'),
(95811, 91, 14, '03:46.0', 36.54570318865496, 99.38386751, 139, 85, 26, 'Male', 92.05549771294113, 1.6711977747039866, 0.05635605, 54, 32.96051835733358, 103, 'High Risk'),
(95812, 65, 17, '02:46.0', 36.70341437688911, 97.01577788485412, 123, 85, 78, 'Male', 59.70771469927801, 1.7344638103403882, 0.12272815053661014, 38, 19.84723278833217, 97.66666666666667, 'Low Risk'),
(95813, 90, 19, '01:46.0', 36.496991796096225, 99.84601863225295, 136, 72, 50, 'Male', 92.47401455762576, 1.8316017660126882, 0.14122698654085375, 64, 27.564975117795907, 93.33333333333333, 'Low Risk'),
(95814, 75, 14, '00:46.0', 36.729455481969616, 96.06790980662291, 125, 76, 21, 'Female', 84.92993844652216, 1.7816457955241114, 0.1135192848256706, 49, 26.755808242693668, 92.33333333333333, 'Low Risk'),
(95815, 72, 17, '59:46.0', 37.182400159420276, 97.24096986697425, 120, 83, 18, 'Female', 74.40576558358768, 1.835499533009867, 0.087253013, 37, 22.085032003928134, 95.33333333333333, 'Low Risk'),
(95816, 61, 17, '58:46.0', 37.05572975531094, 99.89246749885493, 125, 84, 63, 'Male', 66.90707106494605, 1.5655014250958381, 0.060602907, 41, 27.300153186217265, 97.66666666666667, 'Low Risk'),
(95817, 94, 16, '57:46.0', 36.01265935267903, 95.62694670706276, 116, 74, 27, 'Male', 65.79167696588196, 1.620681074995928, 0.13287041311396192, 42, 25.048160340530846, 88, 'High Risk'),
(95818, 73, 15, '56:46.0', 36.15450258882864, 96.66399546229665, 130, 71, 88, 'Female', 61.63610735201406, 1.7280913004319316, 0.13754666690578954, 59, 20.63962655861451, 90.66666666666666, 'Low Risk'),
(95819, 99, 19, '55:46.0', 36.848161937423114, 98.00583642248353, 114, 82, 31, 'Female', 72.65035962199278, 1.8325372423921125, 0.066674403, 32, 21.633767071732738, 92.66666666666667, 'High Risk'),
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(95997, 95, 17, '57:46.0', 36.70618896098538, 95.85941874032666, 139, 74, 57, 'Female', 84.25311034759513, 1.520528198149876, 0.050866969, 65, 36.44156213163373, 95.66666666666666, 'High Risk'),
(95998, 91, 16, '56:46.0', 36.79263048061303, 98.73058609912555, 114, 81, 53, 'Female', 52.09453683, 1.716518238079597, 0.07599759, 33, 17.680532331679572, 92, 'High Risk'),
(95999, 72, 17, '55:46.0', 37.24943098491794, 95.70909639982645, 115, 71, 25, 'Female', 98.84517906767819, 1.998616819758719, 0.13278368856898168, 44, 24.745510432309125, 85.66666666666667, 'Low Risk'),
(96000, 89, 16, '54:46.0', 36.014254305475426, 97.93118184, 117, 78, 85, 'Male', 67.19407194312825, 1.546128818245386, 0.10585776148328573, 39, 28.10862554038011, 91, 'Low Risk'),
(96001, 89, 15, '53:46.0', 36.01326402547189, 97.86216769861622, 127, 72, 57, 'Male', 50.81296267318913, 1.9440071318732348, 0.14237794279821986, 55, 13.445557356064427, 90.33333333333333, 'High Risk'),
(96002, 75, 14, '52:46.0', 36.45828466952167, 95.19209065685787, 126, 89, 58, 'Female', 69.49981919183952, 1.5200929329090926, 0.067190422, 37, 30.077614925252153, 101.33333333333333, 'High Risk'),
(96003, 71, 19, '51:46.0', 36.84142002327131, 97.69644541816822, 125, 86, 43, 'Female', 70.43086337858446, 1.8459338894368722, 0.11390330030520603, 39, 20.669535933361615, 99, 'Low Risk'),
(96004, 67, 15, '50:46.0', 37.47585046, 95.42096801256797, 135, 84, 84, 'Male', 69.63468457, 1.9578631852496997, 0.1375739018135449, 51, 18.16606786464397, 101, 'High Risk'),
(96005, 94, 13, '49:46.0', 37.23490202004563, 95.11061024138317, 115, 77, 86, 'Female', 93.26501696009079, 1.9105387016979614, 0.093541687, 38, 25.550952485055678, 89.66666666666667, 'High Risk'),
(96006, 63, 12, '48:46.0', 36.58043625561925, 95.20708154640202, 118, 89, 87, 'Female', 70.76110763488813, 1.9458746107866576, 0.11214326311661815, 29, 18.688090099162523, 98.66666666666667, 'Low Risk'),
(96007, 71, 12, '47:46.0', 36.77086142243789, 99.92809830703513, 117, 75, 78, 'Female', 86.73304222809497, 1.862768684797708, 0.091101918, 42, 24.99578170315528, 89, 'Low Risk'),
(96008, 78, 18, '46:46.0', 36.87916818110513, 96.78062253444207, 125, 78, 78, 'Female', 87.77085459555002, 1.5463295760344262, 0.10224810109446064, 47, 36.706772644037905, 93.66666666666667, 'High Risk'),
(96009, 86, 14, '45:46.0', 36.32292465630649, 97.35503276741433, 114, 79, 44, 'Male', 96.34911659, 1.8685497860977827, 0.13881627564446347, 35, 27.59550775542295, 90.66666666666667, 'Low Risk'),
(96010, 94, 19, '44:46.0', 37.271208249485845, 98.55139951356611, 118, 75, 73, 'Female', 74.80189411586039, 1.5614135071338648, 0.14493965814707177, 43, 30.681510104326584, 89.33333333333333, 'High Risk'),
(96011, 70, 17, '43:46.0', 36.234037496526255, 95.31312998746901, 118, 71, 89, 'Male', 87.37903250167983, 1.8433724781731649, 0.067587541, 47, 25.71467462625422, 86.66666666666667, 'Low Risk'),
(96012, 80, 12, '42:46.0', 36.078562757173145, 98.59905919045154, 128, 88, 31, 'Female', 81.38520033686089, 1.624944569444413, 0.12818578871630956, 40, 30.82253364, 101.33333333333333, 'High Risk'),
(96013, 61, 19, '41:46.0', 36.66989011591466, 99.95251815317036, 131, 81, 64, 'Female', 74.69294320845287, 1.9966334616181816, 0.12500698277919847, 50, 18.736259050111233, 97.66666666666666, 'Low Risk'),
(96014, 78, 13, '40:46.0', 36.043827805930476, 95.44046248404067, 125, 77, 52, 'Male', 88.40532457014035, 1.5129691335066804, 0.085452238, 48, 38.62053512384011, 93, 'High Risk'),
(96015, 68, 15, '39:46.0', 37.22570991686295, 95.43166983888753, 124, 87, 19, 'Female', 94.41688633686927, 1.881215738319481, 0.14581003334547632, 37, 26.679179401813222, 99.33333333333333, 'Low Risk'),
(96016, 65, 13, '38:46.0', 36.68876239765652, 97.56769948749836, 136, 80, 47, 'Male', 87.13331712268945, 1.8322480060210091, 0.099189749, 56, 25.95468319749188, 98.66666666666666, 'Low Risk'),
(96017, 76, 12, '37:46.0', 36.006434396658584, 97.88727046, 139, 70, 19, 'Female', 73.00668526762597, 1.7080656065798787, 0.1368991390630614, 69, 25.023815815292828, 93, 'Low Risk'),
(96018, 87, 13, '36:46.0', 36.30304186086195, 97.12364421895678, 118, 81, 75, 'Female', 99.32733330173238, 1.7890263105734396, 0.091245518, 37, 31.03382598636665, 93.33333333333333, 'High Risk'),
(96019, 98, 17, '35:46.0', 36.90509791741675, 96.29073012386222, 139, 73, 24, 'Male', 50.10463677330545, 1.572249870237043, 0.096790842, 66, 20.269114826267028, 95, 'High Risk'),
(96020, 64, 13, '34:46.0', 36.86447141375243, 98.00947676254955, 131, 75, 73, 'Male', 53.88146124006488, 1.8485543894989718, 0.10465932148435202, 56, 15.76793781896448, 93.66666666666666, 'High Risk'),
(96021, 79, 17, '33:46.0', 36.957584839034176, 95.24308889011304, 132, 79, 18, 'Male', 83.91631709608257, 1.7945159414183203, 0.14322668257433163, 53, 26.058641669129518, 96.66666666666666, 'Low Risk'),
(96022, 70, 13, '32:46.0', 36.44534782781212, 95.33137808, 116, 77, 56, 'Female', 80.79277005671432, 1.824729119676947, 0.055998217, 39, 24.264742847754704, 90, 'Low Risk'),
(96023, 73, 14, '31:46.0', 36.50604362559695, 96.82067115, 117, 71, 49, 'Male', 93.45314082302933, 1.533892387135332, 0.13843830855310357, 46, 39.71953156331141, 86.33333333333333, 'High Risk'),
(96024, 98, 14, '30:46.0', 36.223719102022464, 97.70630976315458, 138, 80, 58, 'Male', 83.41577947246272, 1.9909910959969395, 0.077508289, 58, 21.043093107642438, 99.33333333333333, 'High Risk'),
(96025, 82, 13, '29:46.0', 37.07471584120147, 96.21984363042581, 118, 71, 72, 'Male', 82.37324909611966, 1.5657535526976372, 0.1468097629442983, 47, 33.600008315657526, 86.66666666666667, 'High Risk'),
(96026, 92, 16, '28:46.0', 36.94233031859533, 97.80657034326867, 119, 87, 46, 'Male', 92.54230029326212, 1.5704242366862333, 0.14018898219393833, 32, 37.52375675427218, 97.66666666666667, 'High Risk'),
(96027, 87, 13, '27:46.0', 36.36609612338889, 99.49322254769315, 139, 84, 65, 'Female', 70.39699291072245, 1.9599101408022517, 0.090743972, 55, 18.326595239033747, 102.33333333333333, 'High Risk'),
(96028, 97, 18, '26:46.0', 37.37798945216493, 99.04589995740461, 128, 71, 37, 'Female', 74.23742424427202, 1.6100718734080595, 0.12886962629898394, 57, 28.63731973822272, 90, 'High Risk'),
(96029, 81, 12, '25:46.0', 36.52116303289864, 96.09166438719286, 122, 86, 75, 'Male', 98.34315120961804, 1.5571032155400928, 0.075715265, 36, 40.56106196892756, 98, 'High Risk'),
(96030, 74, 15, '24:46.0', 37.360621971257125, 98.18160634685131, 125, 83, 27, 'Male', 85.80928537045946, 1.9851559675780002, 0.068391814, 42, 21.774340896437902, 97, 'Low Risk'),
(96031, 65, 18, '23:46.0', 36.957782277773326, 96.93115003, 125, 88, 76, 'Male', 72.12909123265158, 1.5137160279184227, 0.094018605, 37, 31.47905175061089, 100.33333333333333, 'High Risk'),
(96032, 76, 19, '22:46.0', 36.483351960157556, 98.12655680248211, 132, 78, 19, 'Female', 76.28752157601683, 1.898073066468291, 0.087843468, 54, 21.17520641801287, 96, 'Low Risk'),
(96033, 74, 15, '21:46.0', 37.44477350496466, 95.30528482992815, 125, 75, 87, 'Female', 90.00498088192128, 1.9662635206199022, 0.097214509, 50, 23.280006649654442, 91.66666666666666, 'Low Risk'),
(96034, 98, 16, '20:46.0', 36.50221894747204, 98.51437072362997, 132, 72, 19, 'Male', 92.28616385397373, 1.7201531773202172, 0.1079080159344003, 60, 31.18906458523163, 92, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(96036, 65, 13, '18:46.0', 37.43219061787578, 98.65494463597777, 126, 70, 84, 'Female', 59.77302469546787, 1.7062852776730777, 0.056607148, 56, 20.530614379926774, 88.66666666666666, 'Low Risk'),
(96037, 94, 19, '17:46.0', 36.55379291490409, 97.53209025816966, 124, 88, 25, 'Female', 94.74491728860605, 1.609577644085412, 0.11279996307958186, 36, 36.57059768816397, 100, 'High Risk'),
(96038, 89, 13, '16:46.0', 36.95554662463993, 96.53522573700981, 139, 74, 76, 'Male', 63.25918137, 1.7385864653844294, 0.092355943, 65, 20.928156712565738, 95.66666666666666, 'Low Risk'),
(96039, 71, 13, '15:46.0', 37.156589461168146, 98.77926678526157, 136, 85, 69, 'Male', 53.76298229, 1.594705629, 0.0852864, 51, 21.14084280401162, 102, 'Low Risk'),
(96040, 75, 17, '14:46.0', 36.66338588528981, 98.81755710499071, 115, 83, 72, 'Female', 95.65011170343078, 1.6259779867247324, 0.059029084854803994, 32, 36.17896665190708, 93.66666666666667, 'High Risk'),
(96041, 94, 12, '13:46.0', 36.800280325562824, 95.58678402730033, 116, 85, 35, 'Female', 57.60503704444282, 1.5783186385502572, 0.10659878553883578, 31, 23.12443284200859, 95.33333333333333, 'High Risk'),
(96042, 83, 17, '12:46.0', 37.46735300662006, 98.82662868461516, 114, 88, 24, 'Female', 59.28643190627113, 1.6089026309903753, 0.1336691740575866, 26, 22.903180185617675, 96.66666666666667, 'Low Risk'),
(96043, 69, 16, '11:46.0', 36.74041287648834, 97.04508359299241, 127, 88, 49, 'Female', 82.27140059279685, 1.9524350791554386, 0.088475541, 39, 21.582198712985733, 101, 'Low Risk'),
(96044, 99, 18, '10:46.0', 37.08733040076202, 96.06032246, 124, 75, 35, 'Female', 83.19784238, 1.6271638692227766, 0.095645771, 49, 31.423132672754267, 91.33333333333333, 'High Risk'),
(96045, 64, 12, '09:46.0', 36.25770177839637, 96.41520539645855, 131, 80, 39, 'Female', 68.24577550901287, 1.9505495147137744, 0.1041907649592389, 51, 17.937495887602704, 97, 'High Risk'),
(96046, 86, 17, '08:46.0', 36.68970755868065, 97.17324981723121, 131, 84, 83, 'Male', 99.63498365, 1.8115259348603983, 0.10950274374736184, 47, 30.361466296215355, 99.66666666666667, 'High Risk'),
(96047, 61, 13, '07:46.0', 37.08311919411453, 98.82692074678599, 130, 82, 77, 'Male', 95.00299984, 1.7995864953332845, 0.13899112460794333, 48, 29.335390117634507, 98, 'Low Risk'),
(96048, 78, 15, '06:46.0', 36.38587542128495, 99.28167431, 134, 70, 62, 'Female', 80.51596508607048, 1.6104756258866515, 0.073686457, 64, 31.043715187251898, 91.33333333333333, 'High Risk'),
(96049, 67, 13, '05:46.0', 37.034906358577615, 97.56733933567925, 127, 86, 88, 'Female', 89.93567117652144, 1.5397552981198848, 0.081532904, 41, 37.93399353400601, 99.66666666666667, 'High Risk'),
(96050, 95, 16, '04:46.0', 36.50159895378152, 96.22640554964882, 132, 85, 24, 'Male', 78.89909044811678, 1.7585395919282403, 0.1384997761625337, 47, 25.513362265139612, 100.66666666666667, 'High Risk'),
(96051, 79, 15, '03:46.0', 36.02769347429924, 97.42444976915091, 128, 77, 82, 'Female', 96.14598666377941, 1.7284209699020685, 0.069495376, 51, 32.18341364641934, 94, 'High Risk'),
(96052, 68, 13, '02:46.0', 36.90400847772993, 99.57939869471284, 139, 89, 62, 'Female', 96.52519639120823, 1.7616100651489992, 0.11883858910038321, 50, 31.104349836878065, 105.66666666666666, 'High Risk'),
(96053, 61, 14, '01:46.0', 36.533946278224434, 98.95355788726467, 117, 80, 23, 'Female', 58.427495042239315, 1.803083815606507, 0.142261946, 37, 17.971545917504436, 92.33333333333333, 'High Risk'),
(96054, 80, 17, '00:46.0', 36.44410021176338, 96.57063936417168, 132, 82, 38, 'Male', 60.28922677040702, 1.6270574412173082, 0.097228562, 50, 22.773718233923024, 98.66666666666666, 'Low Risk'),
(96055, 98, 13, '59:46.0', 37.29380714434184, 96.57634943926388, 114, 78, 50, 'Male', 69.76019624, 1.5528213270975066, 0.069312926, 36, 28.931084865467625, 90, 'High Risk'),
(96056, 81, 12, '58:46.0', 36.01236285601539, 95.87400628, 118, 74, 24, 'Female', 82.08339018, 1.8331831601676387, 0.14084924067986263, 44, 24.425505867594694, 88.66666666666667, 'Low Risk'),
(96057, 64, 18, '57:46.0', 37.03754784304451, 95.09802887740703, 132, 79, 83, 'Male', 86.65288877021838, 1.9069813934143531, 0.11780510467823288, 53, 23.82813951, 96.66666666666666, 'Low Risk'),
(96058, 94, 14, '56:46.0', 36.87968991294597, 98.68093980835789, 113, 87, 62, 'Male', 58.342204241987716, 1.649085161656488, 0.052980581362157275, 26, 21.453426432844953, 95.66666666666667, 'High Risk'),
(96059, 83, 17, '55:46.0', 36.58705101502797, 97.74865918893144, 124, 77, 66, 'Male', 70.61262198026641, 1.9602705984617024, 0.060390937, 47, 18.375970532597893, 92.66666666666667, 'High Risk'),
(96060, 76, 13, '54:46.0', 37.314291777243156, 97.23581954351904, 126, 74, 71, 'Male', 81.20510498462085, 1.833368891796343, 0.10254615580168079, 52, 24.15925935221069, 91.33333333333333, 'Low Risk'),
(96061, 92, 15, '53:46.0', 37.07587969, 99.00052049978883, 111, 71, 85, 'Female', 95.75609177985051, 1.664323666736575, 0.070946361, 40, 34.56931981901787, 84.33333333333333, 'High Risk'),
(96062, 87, 18, '52:46.0', 37.281018245038226, 95.24932178893269, 123, 81, 78, 'Female', 56.561342506309245, 1.849212748061802, 0.090160362, 42, 16.540397854824715, 95, 'High Risk'),
(96063, 82, 16, '51:46.0', 37.128040167784775, 97.64275044239496, 125, 86, 45, 'Female', 63.327338347776376, 1.5132762654798346, 0.10283671670508363, 39, 27.65379848884124, 99, 'Low Risk'),
(96064, 86, 15, '50:46.0', 36.61262367283815, 95.11052242061581, 124, 84, 59, 'Female', 68.34276250550538, 1.6444432581436446, 0.10781921226538649, 40, 25.272880523853903, 97.33333333333333, 'Low Risk'),
(96065, 77, 13, '49:46.0', 36.35174015695445, 95.61321325539252, 121, 83, 33, 'Male', 51.76638928210677, 1.7609558082434806, 0.093217141, 38, 16.693636753718543, 95.66666666666667, 'High Risk'),
(96066, 60, 18, '48:46.0', 36.95838928369367, 96.05260767920684, 113, 70, 68, 'Female', 99.39874660308058, 1.7616003415125048, 0.14276433652050563, 43, 32.030678358784684, 84.33333333333333, 'High Risk'),
(96067, 62, 16, '47:46.0', 36.97347760440334, 95.93071252361912, 121, 81, 65, 'Male', 78.55801390562301, 1.8883652715575594, 0.1428725970755823, 40, 22.030202312118117, 94.33333333333333, 'Low Risk'),
(96068, 96, 16, '46:46.0', 36.03221826652917, 95.22271493024971, 135, 88, 25, 'Male', 60.760850420764875, 1.7278757345085818, 0.08268529, 47, 20.351612849050408, 103.66666666666667, 'High Risk'),
(96069, 98, 19, '45:46.0', 37.19801943422358, 97.53252649, 130, 83, 33, 'Female', 97.00671389038658, 1.982463979735807, 0.109453987, 47, 24.682615772784725, 98.66666666666667, 'High Risk'),
(96070, 86, 18, '44:46.0', 37.051380205540156, 96.06073734999077, 119, 76, 83, 'Male', 60.017485863160566, 1.9535851138791338, 0.10282952132631605, 43, 15.72581362030476, 90.33333333333333, 'High Risk'),
(96071, 75, 12, '43:46.0', 36.10043985028865, 99.19023782606293, 113, 87, 28, 'Male', 88.21493036934599, 1.9393761530984548, 0.09393886, 26, 23.454057922699217, 95.66666666666667, 'Low Risk'),
(96072, 74, 19, '42:46.0', 36.45762736604744, 95.86786140934655, 127, 81, 38, 'Male', 82.50432638553625, 1.6557742625188288, 0.11753009439238198, 46, 30.09362241690067, 96.33333333333333, 'High Risk'),
(96073, 74, 19, '41:46.0', 36.90929360874922, 99.42508991874045, 126, 78, 19, 'Male', 82.89566780129826, 1.9781074951303028, 0.11086724936677342, 48, 21.18517508192096, 94, 'Low Risk'),
(96074, 81, 15, '40:46.0', 37.22041199897273, 96.21069183540362, 120, 71, 89, 'Male', 56.51695986577568, 1.7624352868898716, 0.069327816, 49, 18.19501565, 87.33333333333333, 'High Risk'),
(96075, 87, 12, '39:46.0', 36.912142002031906, 96.29174876848728, 115, 74, 65, 'Male', 86.54693783026393, 1.6991092483649544, 0.1431674500102843, 41, 29.97844478540556, 87.66666666666667, 'Low Risk'),
(96076, 61, 19, '38:46.0', 36.63335905657855, 99.01555649, 138, 85, 54, 'Male', 73.93717867327092, 1.5919968085358531, 0.080397022, 53, 29.17282514811457, 102.66666666666666, 'Low Risk'),
(96077, 97, 14, '37:46.0', 36.54119786399423, 95.82132677107337, 121, 78, 83, 'Male', 60.17332110079015, 1.5706254108922968, 0.068710886, 43, 24.392636431280735, 92.33333333333333, 'High Risk'),
(96078, 71, 14, '36:46.0', 37.18244436, 95.49217325543988, 133, 76, 81, 'Male', 77.13087216753715, 1.9725324969711178, 0.087905442, 57, 19.823480529132286, 95, 'Low Risk'),
(96079, 86, 12, '35:46.0', 36.72804294369689, 99.68027088, 138, 85, 51, 'Female', 88.61872951904056, 1.7984755209559629, 0.11534317169001328, 53, 27.39784835, 102.66666666666666, 'Low Risk'),
(96080, 76, 12, '34:46.0', 37.253854024992535, 99.66779170589339, 139, 75, 25, 'Male', 92.27923072951012, 1.569352201986336, 0.14279535054119136, 64, 37.468225319462356, 96.33333333333333, 'High Risk'),
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(96258, 88, 19, '36:46.0', 36.13965715702477, 99.40573892, 116, 73, 69, 'Male', 65.43197385188915, 1.906405843902168, 0.070973122, 43, 18.00359772238139, 87.33333333333333, 'High Risk'),
(96259, 60, 17, '35:46.0', 36.08825601743505, 95.62878315961936, 123, 81, 47, 'Male', 54.23520634774059, 1.5096968644082218, 0.083021762, 42, 23.79588112986428, 95, 'Low Risk'),
(96260, 68, 15, '34:46.0', 36.43789852711827, 99.29139687669829, 128, 78, 80, 'Male', 77.54589175482958, 1.5771643643408773, 0.069023359, 50, 31.174886653948093, 94.66666666666666, 'High Risk'),
(96261, 60, 16, '33:46.0', 37.262517379004414, 99.76380471938815, 133, 81, 54, 'Male', 81.73219631343754, 1.9097947821934036, 0.099002934, 52, 22.408860062132142, 98.33333333333333, 'Low Risk'),
(96262, 79, 15, '32:46.0', 36.40709209214712, 98.58139370829127, 112, 85, 23, 'Male', 57.1773055, 1.6332363857259102, 0.12092116850871171, 27, 21.43510384368607, 94, 'Low Risk'),
(96263, 76, 19, '31:46.0', 36.836914760173805, 95.04777309550315, 129, 87, 39, 'Male', 58.983433098888284, 1.9247437230343776, 0.1443501859003292, 42, 15.921508860102048, 101, 'High Risk'),
(96264, 89, 14, '30:46.0', 36.391386119737916, 95.73647963680395, 137, 79, 76, 'Female', 95.14655618574903, 1.9460260578962092, 0.12676473289816276, 58, 25.124404163876267, 98.33333333333333, 'Low Risk'),
(96265, 66, 12, '29:46.0', 36.17748690700139, 99.11342044584154, 127, 73, 44, 'Male', 83.57654599045577, 1.6182302173498981, 0.085502225, 54, 31.91565823, 91, 'High Risk'),
(96266, 81, 16, '28:46.0', 36.512808194016976, 97.25570006342923, 118, 88, 65, 'Female', 54.10021677891731, 1.7385909436476172, 0.055858025, 30, 17.89798662611759, 98, 'High Risk'),
(96267, 92, 13, '27:46.0', 36.931424538593184, 99.07966880243448, 132, 75, 61, 'Male', 98.00820570053125, 1.7595391080825609, 0.055299454, 57, 31.65662344014567, 94, 'High Risk'),
(96268, 76, 14, '26:46.0', 36.352328544864456, 95.55834377293135, 134, 79, 86, 'Male', 66.15485536625108, 1.8089170673036994, 0.093596933, 55, 20.217358467664035, 97.33333333333333, 'Low Risk'),
(96269, 62, 16, '25:46.0', 37.18519061500301, 98.23953868, 113, 81, 50, 'Female', 53.26045591128674, 1.7697379745897979, 0.090901714, 32, 17.00540344249681, 91.66666666666667, 'High Risk'),
(96270, 72, 19, '24:46.0', 37.48775817507485, 97.68701002034945, 118, 71, 70, 'Female', 59.270488868555944, 1.990121203922692, 0.075457695, 47, 14.965094218020907, 86.66666666666667, 'High Risk'),
(96271, 71, 18, '23:46.0', 36.35380633194415, 98.19496693805038, 116, 80, 86, 'Female', 92.02938589791025, 1.9013566664319241, 0.10321135040237836, 36, 25.456537985572407, 92, 'Low Risk'),
(96272, 99, 15, '22:46.0', 36.67943811066053, 95.93393537, 131, 84, 61, 'Female', 53.35530740175644, 1.8780508708959236, 0.14709273187719468, 47, 15.127352349263898, 99.66666666666667, 'High Risk'),
(96273, 82, 17, '21:46.0', 36.29663778002547, 95.87909877917403, 119, 85, 27, 'Female', 92.42444172233562, 1.5270094746805047, 0.059137409698527814, 34, 39.63723691243771, 96.33333333333333, 'High Risk'),
(96274, 62, 18, '20:46.0', 37.28546251385657, 99.05626908505285, 130, 70, 27, 'Female', 52.51399193, 1.6022669179789164, 0.059022723, 60, 20.455273998642696, 90, 'Low Risk'),
(96275, 84, 19, '19:46.0', 37.05913729159497, 95.64972864783147, 113, 89, 85, 'Male', 80.46194589678464, 1.6015432382612103, 0.081224406, 24, 31.369904386434765, 97, 'High Risk'),
(96276, 67, 14, '18:46.0', 36.23450759313756, 96.96551840983274, 139, 72, 85, 'Female', 82.01682555166971, 1.6293422078782105, 0.087447873, 67, 30.894298614751612, 94.33333333333333, 'High Risk'),
(96277, 76, 12, '17:46.0', 36.06755316747726, 98.02317342795966, 139, 70, 58, 'Female', 74.21186459177201, 1.9628504423033255, 0.060233811, 69, 19.26189109858305, 93, 'Low Risk'),
(96278, 97, 12, '16:46.0', 37.04967369248616, 95.70780629965893, 134, 74, 88, 'Male', 88.51433161998565, 1.999326153674706, 0.077403928, 60, 22.143501708583184, 94, 'High Risk'),
(96279, 79, 19, '15:46.0', 36.342902599586864, 95.46466364387736, 123, 82, 46, 'Male', 66.60083130877504, 1.724820830021634, 0.12251173914063798, 41, 22.38678216361914, 95.66666666666667, 'Low Risk'),
(96280, 73, 18, '14:46.0', 37.14331501230197, 99.81638912740718, 130, 75, 82, 'Female', 52.60934429, 1.733212718, 0.10549460883138978, 55, 17.51294382480724, 93.33333333333333, 'High Risk'),
(96281, 86, 18, '13:46.0', 36.773266039298676, 98.61515686227756, 117, 86, 20, 'Female', 62.75999337, 1.8971584101397982, 0.065071488, 31, 17.437157819004806, 96.33333333333333, 'High Risk'),
(96282, 60, 18, '12:46.0', 36.806822125383356, 99.60697087, 139, 80, 23, 'Male', 98.02147302, 1.523862866845334, 0.12460567618854992, 59, 42.21137039986326, 99.66666666666666, 'High Risk'),
(96283, 96, 17, '11:46.0', 36.75873072, 95.08380034175786, 112, 89, 79, 'Female', 92.55338229952122, 1.6376989932085346, 0.14859659435185452, 23, 34.508344921435125, 96.66666666666667, 'High Risk'),
(96284, 97, 16, '10:46.0', 36.08355158235337, 98.48110170236812, 130, 89, 32, 'Male', 53.269251050456205, 1.5868696222113101, 0.13744893716834078, 41, 21.15407783243139, 102.66666666666667, 'High Risk'),
(96285, 69, 19, '09:46.0', 36.585443500622446, 98.33230970844934, 126, 78, 62, 'Female', 62.26527414716094, 1.6011672319250605, 0.13249925767075288, 48, 24.286924196644367, 94, 'Low Risk'),
(96286, 70, 16, '08:46.0', 36.84775321732385, 95.28204312152653, 116, 81, 89, 'Female', 92.32631395915442, 1.831221089462356, 0.065353359, 35, 27.53239137901736, 92.66666666666667, 'Low Risk'),
(96287, 89, 16, '07:46.0', 36.407300961365145, 97.25195962755859, 123, 89, 63, 'Male', 69.89673005221621, 1.8941628706191442, 0.13202137931631336, 34, 19.481492255515207, 100.33333333333333, 'Low Risk'),
(96288, 77, 17, '06:46.0', 36.882036351385175, 98.10805703759362, 122, 76, 50, 'Female', 71.37788369673135, 1.7022182095371372, 0.050679145, 46, 24.633901646307546, 91.33333333333333, 'Low Risk'),
(96289, 68, 16, '05:46.0', 36.73333742277056, 99.99899469, 123, 87, 66, 'Male', 61.76357332798549, 1.8411477050247724, 0.14351036054087113, 36, 18.220284429231675, 99, 'High Risk'),
(96290, 78, 12, '04:46.0', 37.27792176621191, 98.31000468317792, 122, 73, 88, 'Male', 73.18129843593329, 1.6459984733516944, 0.1033812560024017, 49, 27.01103680262704, 89.33333333333333, 'Low Risk'),
(96291, 93, 18, '03:46.0', 36.13547978125841, 99.05167845007516, 118, 87, 23, 'Male', 88.40643336217678, 1.7625153733290502, 0.053362991, 31, 28.45889559353977, 97.33333333333333, 'High Risk'),
(96292, 89, 18, '02:46.0', 37.26893636531781, 95.63164878963073, 120, 79, 23, 'Female', 63.91516851678732, 1.6455785871092687, 0.084100789, 41, 23.602971569492833, 92.66666666666667, 'Low Risk'),
(96293, 64, 12, '01:46.0', 36.04210732379877, 99.06028910146247, 121, 70, 23, 'Male', 75.11577451925379, 1.7272360918284009, 0.065364677, 51, 25.17837752005187, 87, 'Low Risk'),
(96294, 75, 17, '00:46.0', 36.709757009929426, 95.80763023843438, 114, 82, 36, 'Male', 76.44853274459828, 1.6156584447823947, 0.13653247738887486, 32, 29.28667344045445, 92.66666666666667, 'Low Risk'),
(96295, 76, 13, '59:46.0', 37.37249236996288, 96.20575256475392, 122, 79, 83, 'Male', 68.92853515968253, 1.6425019162962242, 0.060666818, 43, 25.549786728693224, 93.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(96297, 60, 16, '57:46.0', 36.44027556593752, 98.85822573125122, 116, 76, 19, 'Male', 79.46003465733004, 1.7095226651050708, 0.051414491, 40, 27.18936243557667, 89.33333333333333, 'Low Risk'),
(96298, 97, 14, '56:46.0', 36.06000729045381, 96.42379403866711, 130, 77, 65, 'Female', 66.81006238074283, 1.6781889687940166, 0.098673271, 53, 23.7224835, 94.66666666666666, 'High Risk'),
(96299, 77, 19, '55:46.0', 36.611299037559675, 99.80777465273634, 134, 73, 18, 'Female', 71.49375878390887, 1.7218776411803818, 0.096109868, 61, 24.113683552792633, 93.33333333333333, 'Low Risk'),
(96300, 92, 14, '54:46.0', 36.99550846251468, 97.42549861771272, 134, 80, 32, 'Male', 56.82251316853464, 1.534367487391905, 0.06255559, 54, 24.135798039632036, 98, 'High Risk'),
(96301, 62, 19, '53:46.0', 36.681955388897244, 98.33715324, 137, 74, 46, 'Female', 51.02332990335223, 1.6108245569858606, 0.056291834, 63, 19.664020336679815, 95, 'Low Risk'),
(96302, 78, 16, '52:46.0', 37.05604115679412, 96.64397550814283, 138, 81, 60, 'Male', 59.13493074983427, 1.609343708059446, 0.061508233, 57, 22.832132691423602, 100, 'Low Risk'),
(96303, 72, 12, '51:46.0', 37.29713911817312, 97.33293754849423, 114, 79, 83, 'Male', 79.52426421942195, 1.847003825658278, 0.066079124, 35, 23.311169896677555, 90.66666666666667, 'Low Risk'),
(96304, 81, 13, '50:46.0', 37.374590120960896, 96.69714279000861, 120, 79, 54, 'Male', 75.65096891730522, 1.833034205002818, 0.057369816, 41, 22.515072849501106, 92.66666666666667, 'Low Risk'),
(96305, 65, 19, '49:46.0', 36.682065017059564, 98.68297506950081, 131, 81, 57, 'Male', 97.33259487368423, 1.9969404749074662, 0.11591821582569657, 50, 24.40776777798045, 97.66666666666666, 'Low Risk'),
(96306, 76, 14, '48:46.0', 37.44184135639432, 99.93254355761651, 119, 80, 80, 'Male', 55.642979842503955, 1.8419327185204302, 0.13158697075277953, 39, 16.40071775936576, 93, 'High Risk'),
(96307, 87, 19, '47:46.0', 36.80123700272515, 97.20565082226938, 118, 84, 26, 'Male', 86.17769846802193, 1.9629453198761833, 0.098254338, 34, 22.365493596600366, 95.33333333333333, 'Low Risk'),
(96308, 64, 17, '46:46.0', 36.803579905147544, 95.85771548331137, 138, 85, 67, 'Female', 57.303719784697385, 1.8005771128704215, 0.068683914, 53, 17.674997595964626, 102.66666666666666, 'High Risk'),
(96309, 76, 16, '45:46.0', 36.47286124, 95.04563429164446, 135, 71, 35, 'Male', 76.03490891316383, 1.9235392417528026, 0.11905284735218964, 64, 20.549957528116703, 92.33333333333333, 'Low Risk'),
(96310, 62, 14, '44:46.0', 36.127963449859664, 96.64022603018975, 122, 84, 57, 'Female', 93.62346580684256, 1.527561526172243, 0.071448336, 38, 40.12243582048678, 96.66666666666667, 'High Risk'),
(96311, 70, 18, '43:46.0', 36.63414034489416, 96.62750473334657, 129, 86, 51, 'Female', 53.18614146, 1.6862753828726538, 0.094633619, 43, 18.70430106766906, 100.33333333333333, 'Low Risk'),
(96312, 71, 18, '42:46.0', 36.685605139470255, 98.32269753796899, 119, 74, 55, 'Female', 83.27205641865771, 1.9298316185388291, 0.1330336612148566, 45, 22.359415914964174, 89, 'Low Risk'),
(96313, 76, 12, '41:46.0', 36.53777760223279, 95.51972100443753, 113, 73, 85, 'Male', 99.51722130162288, 1.9078276161143743, 0.13663785009426738, 40, 27.34135156740403, 86.33333333333333, 'Low Risk'),
(96314, 84, 12, '40:46.0', 36.00099718117919, 96.39202651, 127, 88, 74, 'Male', 92.54661227051636, 1.6481997717109764, 0.07772079, 39, 34.06754407360291, 101, 'High Risk'),
(96315, 80, 14, '39:46.0', 36.19335149815509, 95.72863621414443, 110, 89, 32, 'Female', 87.75372045650903, 1.5463930046749814, 0.09883658, 21, 36.696596386490064, 96, 'High Risk'),
(96316, 71, 15, '38:46.0', 36.82779106, 97.13363868593738, 117, 82, 83, 'Male', 67.18703113418533, 1.5224613153973223, 0.064619376, 35, 28.986309041196755, 93.66666666666667, 'Low Risk'),
(96317, 98, 16, '37:46.0', 37.28246686701233, 96.38396281992193, 116, 73, 57, 'Female', 89.73509013, 1.545382660998843, 0.058190504, 43, 37.57424241322397, 87.33333333333333, 'High Risk'),
(96318, 98, 19, '36:46.0', 36.68827249250664, 95.39575241, 111, 80, 61, 'Female', 51.20380825, 1.6875508961431676, 0.077348733, 31, 17.979950954264005, 90.33333333333333, 'High Risk'),
(96319, 94, 13, '35:46.0', 36.56396132505494, 99.07446186181394, 124, 70, 70, 'Male', 87.6402478, 1.5961467887299072, 0.056605533, 54, 34.39996017961772, 88, 'High Risk'),
(96320, 88, 15, '34:46.0', 37.12941425858218, 97.10591579906503, 135, 80, 73, 'Female', 65.52220834191449, 1.869318393118665, 0.10864694034525688, 55, 18.750893531650515, 98.33333333333333, 'Low Risk'),
(96321, 75, 19, '33:46.0', 36.91111870183331, 95.52960875971529, 129, 84, 52, 'Male', 55.945287187932465, 1.716109520819094, 0.056576002, 45, 18.99649624386602, 99, 'Low Risk'),
(96322, 91, 13, '32:46.0', 37.46377372216723, 95.39275622796313, 113, 81, 80, 'Male', 72.94519971892976, 1.6296553165773542, 0.059708637, 32, 27.466618922543383, 91.66666666666667, 'High Risk'),
(96323, 95, 18, '31:46.0', 37.25381932631942, 97.35192611726387, 130, 77, 76, 'Male', 79.24563559999228, 1.5309399071779934, 0.10040181735331594, 53, 33.811081694466466, 94.66666666666666, 'High Risk'),
(96324, 78, 15, '30:46.0', 36.86371999659675, 96.08986023632607, 136, 81, 47, 'Male', 95.61591459, 1.7444574155209476, 0.116428118, 55, 31.42023573545523, 99.33333333333333, 'High Risk'),
(96325, 89, 16, '29:46.0', 36.14300773652291, 95.48335643929077, 122, 71, 22, 'Male', 67.42959694170467, 1.9629685747194983, 0.080547374, 51, 17.49942866302992, 88, 'High Risk'),
(96326, 82, 18, '28:46.0', 36.608364459235915, 96.19252782559009, 115, 80, 60, 'Male', 96.67413243355549, 1.5718406765985145, 0.14709499663209663, 35, 39.12850334393664, 91.66666666666667, 'High Risk'),
(96327, 77, 12, '27:46.0', 36.74814644694308, 97.43713041915451, 114, 71, 53, 'Male', 84.02820768053917, 1.619624955812729, 0.068186945, 43, 32.03289427200041, 85.33333333333333, 'High Risk'),
(96328, 98, 18, '26:46.0', 37.15052191151255, 96.99824897716466, 114, 88, 49, 'Female', 54.33153459123953, 1.8639546366125406, 0.099250029, 26, 15.638003087467053, 96.66666666666667, 'High Risk'),
(96329, 97, 16, '25:46.0', 36.281011854947664, 99.74891280381772, 133, 89, 21, 'Male', 65.52921665205571, 1.9220316645196707, 0.072634456, 44, 17.738377781086427, 103.66666666666667, 'High Risk'),
(96330, 68, 12, '24:46.0', 36.667887753890334, 96.51243551611566, 120, 89, 40, 'Male', 64.66468619809147, 1.895412831874548, 0.081681698, 31, 17.999462710679836, 99.33333333333333, 'High Risk'),
(96331, 64, 19, '23:46.0', 36.668293035062455, 98.54501678382525, 119, 72, 59, 'Female', 85.98611059695907, 1.5811712121536836, 0.12462477031377242, 47, 34.393035470561486, 87.66666666666667, 'High Risk'),
(96332, 79, 18, '22:46.0', 36.823344213597665, 96.42649909540357, 116, 77, 43, 'Male', 74.03931843146808, 1.8310397966865537, 0.1095547285397056, 39, 22.083446074563522, 90, 'Low Risk'),
(96333, 92, 16, '21:46.0', 37.461306756998766, 97.73355972474006, 125, 80, 42, 'Female', 84.91417595922692, 1.6395881153561938, 0.07586861, 45, 31.587166970133293, 95, 'High Risk'),
(96334, 98, 15, '20:46.0', 36.10753830377384, 99.61658521637986, 129, 70, 70, 'Male', 91.67798184604396, 1.8886524585709594, 0.051032844, 59, 25.7016466, 89.66666666666666, 'High Risk'),
(96335, 81, 16, '19:46.0', 36.01215839818244, 95.58832874, 116, 79, 35, 'Female', 81.63430993057322, 1.6384625198891314, 0.10725013675201461, 37, 30.40882949, 91.33333333333333, 'High Risk'),
(96336, 78, 16, '18:46.0', 37.096049952667265, 98.55388404273495, 130, 86, 42, 'Female', 61.75760153857567, 1.802926979109861, 0.069922447, 44, 18.99914887845659, 100.66666666666667, 'Low Risk'),
(96337, 82, 16, '17:46.0', 37.211334146259524, 98.28516122560205, 136, 81, 52, 'Male', 73.56546378009271, 1.6448672458397176, 0.1376191323835561, 55, 27.190191857570145, 99.33333333333333, 'Low Risk'),
(96338, 65, 18, '16:46.0', 37.16462568543049, 99.92758759815742, 110, 76, 30, 'Male', 66.84759260954172, 1.8215037503451512, 0.11156128497013865, 34, 20.147707259714927, 87.33333333333333, 'Low Risk'),
(96339, 97, 13, '15:46.0', 36.06566073181395, 96.65250747814288, 121, 88, 50, 'Female', 81.62015860207433, 1.9972353874826887, 0.058987844, 33, 20.461568862555765, 99, 'High Risk'),
(96340, 92, 12, '14:46.0', 36.23609972624699, 95.80994282731932, 134, 89, 46, 'Female', 55.27993373881172, 1.5572790556896512, 0.075195989, 45, 22.79473923863047, 104, 'High Risk'),
(96341, 80, 16, '13:46.0', 36.64147656, 95.80305068089825, 135, 71, 72, 'Female', 67.79546438438831, 1.5174828406231398, 0.13930458255188483, 64, 29.44103423, 92.33333333333333, 'Low Risk'),
(96342, 87, 19, '12:46.0', 36.24073757, 99.67293911, 125, 85, 89, 'Female', 64.94268837388091, 1.599684251166939, 0.082104621, 40, 25.37825309996155, 98.33333333333333, 'Low Risk'),
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(96519, 94, 13, '15:46.0', 36.799774618526136, 96.55392738950013, 132, 85, 26, 'Male', 55.21529573375919, 1.541477449620543, 0.063898385, 47, 23.237267154737385, 100.66666666666667, 'High Risk'),
(96520, 93, 15, '14:46.0', 37.05091956517912, 95.13808521413276, 132, 76, 86, 'Female', 94.56739398089408, 1.6875217285784516, 0.10529962345015476, 56, 33.20799646782769, 94.66666666666666, 'High Risk'),
(96521, 91, 19, '13:46.0', 36.518184886111634, 96.22342638447876, 125, 73, 72, 'Female', 77.01583194736682, 1.7368557312314041, 0.097594377, 52, 25.530100183086212, 90.33333333333333, 'High Risk'),
(96522, 85, 19, '12:46.0', 37.462614854483455, 99.91745616694058, 115, 81, 21, 'Female', 51.82818938552899, 1.7183808139694772, 0.096042662, 34, 17.55202411493691, 92.33333333333333, 'High Risk'),
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(96524, 71, 14, '10:46.0', 36.75527659, 98.16210840113645, 127, 82, 66, 'Male', 99.56552194516871, 1.7891724899541823, 0.14972648890459644, 45, 31.103162613290888, 97, 'High Risk'),
(96525, 60, 14, '09:46.0', 36.930358788047954, 96.29376844, 118, 89, 67, 'Female', 60.58973643072714, 1.7171350820648539, 0.11963142229207056, 29, 20.548973917011175, 98.66666666666667, 'Low Risk'),
(96526, 96, 15, '08:46.0', 36.413619165863224, 95.22081750034782, 128, 77, 50, 'Female', 73.90700309689612, 1.5351134985987864, 0.1439533051006558, 51, 31.36206214, 94, 'High Risk'),
(96527, 92, 14, '07:46.0', 36.17809461430262, 99.19549215563391, 112, 76, 54, 'Female', 62.37177362, 1.8235748481027256, 0.099005547, 36, 18.756029490364224, 88, 'High Risk'),
(96528, 60, 19, '06:46.0', 36.58495622777535, 99.38313807075842, 137, 88, 75, 'Female', 58.560166519542086, 1.590184582400955, 0.10296383732751965, 49, 23.158329353591125, 104.33333333333333, 'Low Risk'),
(96529, 77, 14, '05:46.0', 37.28665512894994, 99.17737509689348, 116, 88, 30, 'Male', 85.39710200899901, 1.889656586434484, 0.11202313968439764, 28, 23.915384179384247, 97.33333333333333, 'Low Risk'),
(96530, 67, 12, '04:46.0', 36.01216500255802, 96.09015100854072, 139, 78, 63, 'Female', 98.82928387111583, 1.5243187465522041, 0.064814963, 61, 42.53378847215436, 98.33333333333333, 'High Risk'),
(96531, 76, 17, '03:46.0', 37.41309216489807, 97.83045172, 138, 75, 18, 'Female', 87.21332956231726, 1.629712554056722, 0.058504851833440646, 63, 32.836801292679446, 96, 'High Risk'),
(96532, 94, 12, '02:46.0', 37.15803302647209, 99.33492957171899, 124, 80, 26, 'Female', 84.77590297144494, 1.609660188861539, 0.057488244, 44, 32.71930110197001, 94.66666666666667, 'High Risk'),
(96533, 82, 13, '01:46.0', 36.67189746768653, 97.65299589, 125, 77, 28, 'Male', 58.78063966900675, 1.5439019449799853, 0.085823245, 48, 24.660102603673675, 93, 'Low Risk'),
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(96538, 61, 19, '56:46.0', 36.33861010415206, 95.89895860635596, 134, 73, 35, 'Female', 84.46901768877245, 1.6463477386878933, 0.1180219374434163, 61, 31.1640793, 93.33333333333333, 'High Risk'),
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(96545, 71, 16, '49:46.0', 36.585487434023115, 95.42585541899737, 138, 88, 35, 'Male', 72.71723596320396, 1.6937234894051272, 0.1446353771894643, 50, 25.34850446, 104.66666666666666, 'Low Risk'),
(96546, 68, 17, '48:46.0', 37.34828909801728, 95.40560131705993, 134, 75, 33, 'Male', 80.05685508801615, 1.5288451903186946, 0.10062397039706808, 59, 34.25086175634147, 94.66666666666666, 'High Risk'),
(96547, 85, 13, '47:46.0', 37.14817254544391, 96.017667, 127, 77, 61, 'Male', 72.59759498927127, 1.8796009349956742, 0.076659985, 50, 20.549011200729534, 93.66666666666666, 'Low Risk'),
(96548, 90, 13, '46:46.0', 36.78298953638763, 99.81444326666376, 135, 71, 74, 'Male', 86.36235177247426, 1.5545009571671138, 0.095879862, 64, 35.73900627129306, 92.33333333333333, 'High Risk'),
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(96551, 75, 18, '43:46.0', 36.48779049060555, 96.89405603465059, 127, 81, 60, 'Male', 87.88983643, 1.5583490693667974, 0.053693194, 46, 36.19171508275576, 96.33333333333333, 'High Risk'),
(96552, 86, 16, '42:46.0', 37.05795226560884, 95.92412532700321, 119, 85, 39, 'Male', 66.33160556, 1.874179582667202, 0.12664600531360265, 34, 18.88417884, 96.33333333333333, 'Low Risk'),
(96553, 82, 15, '41:46.0', 36.94843661110513, 95.84634759709913, 110, 89, 89, 'Female', 74.88402589139736, 1.545505942682015, 0.14499667921996734, 21, 31.350742149549035, 96, 'High Risk'),
(96554, 84, 17, '40:46.0', 36.64697204644085, 97.31145166276852, 121, 73, 69, 'Male', 55.598741058708875, 1.5665273961848372, 0.11852816521974141, 48, 22.656299074122575, 89, 'Low Risk'),
(96555, 65, 13, '39:46.0', 37.271549618774735, 98.19134418896127, 112, 80, 29, 'Male', 96.18245978862348, 1.7253808342507422, 0.081478392, 32, 32.30918034902877, 90.66666666666667, 'High Risk'),
(96556, 75, 13, '38:46.0', 36.46338427598746, 99.20120932934745, 127, 80, 61, 'Female', 65.56186796726077, 1.8923550111410299, 0.10433146894771195, 47, 18.308218618215808, 95.66666666666667, 'High Risk'),
(96557, 87, 17, '37:46.0', 36.44796780198698, 98.95723743337322, 126, 84, 49, 'Female', 54.55885417971295, 1.8319614725132023, 0.092288223, 42, 16.256706652740895, 98, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(96560, 92, 14, '34:46.0', 36.66228774971304, 98.12455385563639, 117, 89, 46, 'Male', 81.76283035360586, 1.6850790816533445, 0.14684687299590718, 28, 28.79488458571007, 98.33333333333333, 'High Risk'),
(96561, 61, 18, '33:46.0', 36.63715134998569, 99.00100314049907, 112, 76, 70, 'Female', 75.29711678403886, 1.8845937585502641, 0.087769814, 36, 21.200341168780675, 88, 'Low Risk'),
(96562, 77, 17, '32:46.0', 36.11921264382264, 97.41986589194616, 139, 79, 38, 'Male', 91.60301328306959, 1.7064814297454594, 0.13510037797410201, 60, 31.45622676112138, 99, 'High Risk'),
(96563, 78, 12, '31:46.0', 36.42065710565972, 95.82591932648526, 128, 88, 30, 'Male', 74.35682477327333, 1.8355830160482587, 0.089644417, 40, 22.06849794515113, 101.33333333333333, 'Low Risk'),
(96564, 78, 17, '30:46.0', 36.35623538611084, 99.41986547019565, 131, 78, 35, 'Female', 64.79996668409161, 1.9778514307017807, 0.10762678723796064, 53, 16.564847842064125, 95.66666666666666, 'High Risk'),
(96565, 63, 16, '29:46.0', 37.24683809131489, 96.87015457845366, 131, 88, 68, 'Female', 65.53324807968903, 1.5539754243036998, 0.084942655, 43, 27.13772275179236, 102.33333333333333, 'Low Risk'),
(96566, 85, 19, '28:46.0', 36.45871247580693, 97.42081334, 129, 71, 65, 'Female', 53.51272515917797, 1.770843807624526, 0.07594662, 58, 17.06461733507276, 90.33333333333333, 'High Risk'),
(96567, 85, 16, '27:46.0', 36.65364970739299, 97.85424177709092, 138, 71, 76, 'Male', 94.04448386551948, 1.938629112042714, 0.053883688, 67, 25.023258764146025, 93.33333333333333, 'Low Risk'),
(96568, 82, 19, '26:46.0', 36.74290462, 99.67565332053283, 121, 73, 69, 'Female', 59.25130463293827, 1.7056800083417625, 0.11543302828956714, 48, 20.365862101349894, 89, 'Low Risk'),
(96569, 94, 14, '25:46.0', 37.34068738508261, 98.87276634605112, 127, 87, 20, 'Male', 54.41074249267531, 1.5514433399341452, 0.064032809, 40, 22.60543213289762, 100.33333333333333, 'High Risk'),
(96570, 77, 17, '24:46.0', 36.22344469821777, 95.79855569270853, 125, 74, 53, 'Female', 54.60756453531776, 1.6546730342637408, 0.13608911278347657, 51, 19.94474228304069, 91, 'Low Risk'),
(96571, 87, 16, '23:46.0', 36.42083112826641, 96.63635664196715, 129, 87, 89, 'Female', 51.93170832450109, 1.8517819279295944, 0.12836345589076104, 42, 15.144429800399116, 101, 'High Risk'),
(96572, 66, 12, '22:46.0', 37.275281741490026, 98.05065335099977, 136, 73, 89, 'Male', 63.79105021940817, 1.798660436881627, 0.096636344, 63, 19.71793307, 94, 'Low Risk'),
(96573, 83, 19, '21:46.0', 37.269960330369805, 98.12197227396254, 132, 80, 80, 'Female', 76.76827312391299, 1.5008363383753205, 0.097897429, 52, 34.081217331380046, 97.33333333333333, 'High Risk'),
(96574, 69, 12, '20:46.0', 37.07259987796107, 99.38615685516028, 134, 86, 31, 'Male', 74.56495693671516, 1.728178143370237, 0.13034560931309774, 48, 24.966505238713495, 102, 'Low Risk'),
(96575, 97, 17, '19:46.0', 36.65208040279327, 97.42997066459819, 130, 79, 25, 'Female', 77.19443015960506, 1.6452872559552894, 0.10576230061715995, 51, 28.516912175102437, 96, 'High Risk'),
(96576, 62, 18, '18:46.0', 37.159494845454304, 98.61108422482224, 110, 89, 76, 'Female', 75.60251345483518, 1.5226042880018817, 0.1462641062442917, 21, 32.610851371582164, 96, 'High Risk'),
(96577, 76, 12, '17:46.0', 37.14601487237836, 95.17507523637423, 133, 73, 77, 'Male', 69.91231883, 1.6633331727302303, 0.12053633578649219, 60, 25.269416227680065, 93, 'Low Risk'),
(96578, 93, 17, '16:46.0', 36.27478809771696, 96.02676855609594, 129, 76, 88, 'Male', 68.33594713925028, 1.619733309, 0.12538333852096917, 53, 26.04726878997937, 93.66666666666666, 'High Risk'),
(96579, 76, 14, '15:46.0', 37.124933624661274, 99.79780477137496, 123, 83, 79, 'Male', 77.96064241741217, 1.8304651242251375, 0.074327616, 40, 23.267648360348122, 96.33333333333333, 'Low Risk'),
(96580, 89, 15, '14:46.0', 37.327152108639226, 96.30873655, 125, 85, 21, 'Female', 65.31048101056118, 1.8830388618686673, 0.10883144704182321, 40, 18.41892656205823, 98.33333333333333, 'High Risk'),
(96581, 82, 19, '13:46.0', 36.07208464079854, 97.07340423331415, 116, 85, 30, 'Female', 98.10929665032167, 1.6565884527309194, 0.08529511, 31, 35.750399781240006, 95.33333333333333, 'High Risk'),
(96582, 79, 15, '12:46.0', 36.211737243140036, 96.91857256837562, 133, 87, 87, 'Female', 88.65063313516603, 1.807601394, 0.10628264368863437, 46, 27.131668774586938, 102.33333333333333, 'Low Risk'),
(96583, 83, 14, '11:46.0', 37.47626044335603, 98.49004008741937, 119, 73, 18, 'Female', 61.46998917425459, 1.8334487049539563, 0.089862308, 46, 18.286290236451702, 88.33333333333333, 'High Risk'),
(96584, 79, 18, '10:46.0', 36.23498893696671, 97.25414808474362, 139, 71, 42, 'Female', 88.00394968719499, 1.7482286047125073, 0.087196281, 68, 28.794246631897792, 93.66666666666666, 'Low Risk'),
(96585, 72, 12, '09:46.0', 36.059824683896785, 95.12241677, 130, 71, 71, 'Female', 62.777566, 1.9425092677234403, 0.1173262811491125, 59, 16.637124797045587, 90.66666666666666, 'High Risk'),
(96586, 85, 14, '08:46.0', 36.69133580873338, 99.88664076, 131, 87, 78, 'Male', 98.64411735229373, 1.5858509784661583, 0.071525163, 44, 39.223508858629444, 101.66666666666667, 'High Risk'),
(96587, 89, 16, '07:46.0', 36.18436571876013, 99.12472617094421, 122, 72, 21, 'Female', 98.24349997940982, 1.9480729742800613, 0.069127264, 50, 25.88769500020694, 88.66666666666666, 'Low Risk'),
(96588, 81, 19, '06:46.0', 37.387063966971155, 97.18155428, 135, 70, 83, 'Male', 54.91324087651273, 1.727149405120328, 0.066710298, 65, 18.408451643191196, 91.66666666666666, 'High Risk'),
(96589, 63, 12, '05:46.0', 37.41982459137999, 96.25725503714646, 130, 77, 34, 'Male', 69.35523335012294, 1.759015866645069, 0.14058972327897434, 53, 22.4150506, 94.66666666666666, 'Low Risk'),
(96590, 62, 14, '04:46.0', 36.556910413646065, 95.94869926232309, 138, 78, 39, 'Male', 68.03683558388374, 1.5171836896093263, 0.097673919, 60, 29.55750527940713, 98, 'Low Risk'),
(96591, 96, 19, '03:46.0', 37.47588699, 99.91393802169972, 132, 79, 89, 'Male', 88.94935009483939, 1.5574750464597853, 0.066539462, 53, 36.669128201614186, 96.66666666666666, 'High Risk'),
(96592, 67, 17, '02:46.0', 36.27256863569802, 99.23499917092145, 117, 72, 51, 'Male', 57.120607883888454, 1.5578748486505778, 0.076932107, 45, 23.535730851236888, 87, 'Low Risk'),
(96593, 70, 17, '01:46.0', 36.06258932583193, 99.18496871026025, 129, 76, 79, 'Female', 91.75612166399398, 1.9345721100080286, 0.12898162366055993, 53, 24.516880133320566, 93.66666666666666, 'Low Risk'),
(96594, 66, 12, '00:46.0', 36.19792831476109, 95.93060004670497, 113, 80, 28, 'Female', 56.571814507639424, 1.9665270623352211, 0.11433348504895614, 33, 14.628515427422192, 91, 'High Risk'),
(96595, 74, 18, '59:46.0', 36.26371479400655, 97.17880110182202, 133, 89, 46, 'Male', 90.11340242980842, 1.8982068348703065, 0.11084429505479379, 44, 25.00934525758802, 103.66666666666667, 'Low Risk'),
(96596, 87, 14, '58:46.0', 36.63521999823313, 96.07029041259452, 127, 77, 64, 'Female', 74.93417531780788, 1.9520213831330802, 0.10462085185850792, 50, 19.66576252599434, 93.66666666666666, 'Low Risk'),
(96597, 60, 17, '57:46.0', 36.43858488247999, 96.46989135326362, 131, 71, 41, 'Female', 84.53449115, 1.7641856220343723, 0.14028296419431646, 60, 27.160976903037582, 91, 'Low Risk'),
(96598, 75, 19, '56:46.0', 37.01338931461886, 97.80565192878983, 127, 75, 70, 'Male', 86.95285043263465, 1.5059114130688906, 0.096083708, 52, 38.342901493544325, 92.33333333333333, 'High Risk'),
(96599, 75, 15, '55:46.0', 36.858985155117736, 99.41176210951474, 115, 81, 24, 'Male', 63.14761458, 1.5160628446067017, 0.14842404590647085, 34, 27.474040940048035, 92.33333333333333, 'Low Risk'),
(96600, 80, 19, '54:46.0', 36.41113932677602, 97.89562013673326, 139, 83, 87, 'Female', 88.0233943, 1.6222771977766306, 0.073194884, 56, 33.44629251314446, 101.66666666666666, 'High Risk'),
(96601, 94, 19, '53:46.0', 36.967010309613315, 98.69601109361636, 125, 76, 27, 'Male', 98.8948103, 1.5121267169625312, 0.14277214944747157, 49, 43.25109710119181, 92.33333333333333, 'High Risk'),
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(96779, 97, 18, '55:46.0', 36.68276780364748, 95.65694286, 112, 76, 74, 'Male', 76.91982856775975, 1.9226879558664272, 0.14168038978957836, 36, 20.807537981485783, 88, 'High Risk'),
(96780, 71, 16, '54:46.0', 37.00890066188477, 98.08872690955516, 124, 82, 66, 'Male', 76.63923730442005, 1.933118314204996, 0.078618162, 42, 20.508519191397813, 96, 'Low Risk'),
(96781, 60, 15, '53:46.0', 36.13807819, 99.74995903, 132, 83, 81, 'Female', 81.59753069014909, 1.8194552836542652, 0.13744841475494035, 49, 24.64871272882566, 99.33333333333333, 'Low Risk'),
(96782, 79, 12, '52:46.0', 37.44401120037802, 99.13426358454424, 112, 74, 64, 'Female', 99.20393392972485, 1.8888015259824695, 0.12223192773481042, 38, 27.807134950270747, 86.66666666666667, 'Low Risk'),
(96783, 60, 12, '51:46.0', 37.357612069959266, 95.35493271, 114, 71, 57, 'Female', 89.03179715, 1.5493048646599763, 0.1255689007288085, 43, 37.09124157, 85.33333333333333, 'High Risk'),
(96784, 80, 16, '50:46.0', 36.694531635042935, 96.07748746106978, 126, 78, 68, 'Female', 50.822906327804375, 1.9207568294158903, 0.09586701, 48, 13.775733251252053, 94, 'High Risk'),
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(96786, 77, 13, '48:46.0', 37.19407878594735, 99.71820817183426, 126, 83, 18, 'Female', 55.022196641958566, 1.5648017716976033, 0.094012215, 43, 22.470837874593375, 97.33333333333333, 'Low Risk'),
(96787, 79, 18, '47:46.0', 36.97298404735553, 98.69163528, 117, 71, 27, 'Male', 92.28769655623267, 1.9815142412407236, 0.065940578, 46, 23.50441304716438, 86.33333333333333, 'Low Risk'),
(96788, 88, 17, '46:46.0', 37.229143363117096, 98.14316469104962, 137, 83, 69, 'Male', 82.27480199213153, 1.7485989630874939, 0.061082805, 54, 26.908309402525077, 101, 'Low Risk'),
(96789, 80, 14, '45:46.0', 36.49412727297561, 97.78470961895655, 114, 75, 89, 'Male', 92.14317271269204, 1.8587479008892207, 0.134132667, 39, 26.669948670238135, 88, 'Low Risk'),
(96790, 95, 15, '44:46.0', 36.797080789509586, 95.41628892761743, 135, 89, 82, 'Male', 74.45023059683919, 1.5927912328296676, 0.10365557532261452, 46, 29.34596087224281, 104.33333333333333, 'High Risk'),
(96791, 67, 14, '43:46.0', 37.38721931601379, 97.45277463572582, 128, 83, 75, 'Male', 67.92817922931349, 1.7334638569944951, 0.06841946, 45, 22.605826591194912, 98, 'Low Risk'),
(96792, 85, 14, '42:46.0', 36.63711310569267, 98.50716515133044, 116, 79, 42, 'Male', 76.70998209074676, 1.5595511633363355, 0.12431161748942458, 37, 31.53934192043662, 91.33333333333333, 'High Risk'),
(96793, 88, 12, '41:46.0', 36.79344364181766, 99.57625761825757, 129, 72, 87, 'Male', 94.35640092711287, 1.6040696688752587, 0.082626831, 57, 36.67118240181043, 91, 'High Risk'),
(96794, 60, 19, '40:46.0', 36.48425903225642, 97.25751652641264, 126, 72, 81, 'Male', 60.66911341576879, 1.784525088687491, 0.071807501, 54, 19.05119982398142, 90, 'Low Risk'),
(96795, 94, 19, '39:46.0', 36.122144551511184, 96.80495499538571, 130, 83, 44, 'Female', 79.61893995022538, 1.6900315038645708, 0.14287063827635782, 47, 27.87576472314296, 98.66666666666667, 'High Risk'),
(96796, 62, 18, '38:46.0', 36.68996865, 96.12690033736747, 115, 72, 20, 'Female', 77.98941199, 1.506862535979791, 0.061466121821997746, 43, 34.34696559114735, 86.33333333333333, 'High Risk'),
(96797, 68, 15, '37:46.0', 36.33232675888237, 95.37221820075416, 117, 78, 34, 'Male', 91.43422254478904, 1.5425251771972308, 0.065940075, 39, 38.42768780957868, 91, 'High Risk'),
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(96800, 69, 12, '34:46.0', 36.636118778736055, 97.92516115011681, 110, 87, 75, 'Male', 77.29396864, 1.905506108216163, 0.053420389, 23, 21.287512505054654, 94.66666666666667, 'Low Risk'),
(96801, 92, 13, '33:46.0', 36.78784935012733, 97.19845086762679, 114, 83, 56, 'Male', 59.17807567984258, 1.6539821471960794, 0.10099607202918662, 31, 21.632125996647062, 93.33333333333333, 'High Risk'),
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(96803, 90, 19, '31:46.0', 36.387944280000355, 98.63495698635211, 111, 87, 78, 'Female', 54.24750172897267, 1.6364849951338292, 0.08259656, 24, 20.25609322315103, 95, 'Low Risk'),
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(96805, 79, 17, '29:46.0', 36.171530488750896, 97.24705942906968, 113, 83, 23, 'Male', 78.79346382457886, 1.6486030498673097, 0.13781325139602785, 30, 28.99065281468383, 93, 'Low Risk'),
(96806, 85, 19, '28:46.0', 36.40641253967931, 99.37510662077021, 119, 81, 60, 'Male', 97.25739882459558, 1.7083281374219923, 0.091363884, 38, 33.32575996239791, 93.66666666666667, 'High Risk'),
(96807, 73, 12, '27:46.0', 37.31855854591664, 97.6135295, 111, 89, 39, 'Male', 66.29438230550696, 1.8240213957832663, 0.10180375369105948, 22, 19.925850696706583, 96.33333333333333, 'Low Risk'),
(96808, 98, 18, '26:46.0', 36.64362057528248, 96.26514406217525, 113, 85, 73, 'Female', 73.33780962, 1.6362400700631305, 0.057435043, 28, 27.392639806546907, 94.33333333333333, 'High Risk'),
(96809, 80, 17, '25:46.0', 37.19384467619433, 97.18994199232358, 131, 78, 79, 'Male', 52.04969965874315, 1.6261466507062234, 0.053882814, 53, 19.683340705416388, 95.66666666666666, 'Low Risk'),
(96810, 97, 19, '24:46.0', 36.92566461, 97.91763878, 116, 78, 84, 'Female', 60.58938556238617, 1.5709736688095386, 0.078868928, 38, 24.550409277870898, 90.66666666666667, 'High Risk'),
(96811, 82, 16, '23:46.0', 37.15612840236732, 95.25950728361649, 138, 70, 31, 'Female', 89.75094316862304, 1.944648978846197, 0.073106843, 68, 23.733215427414027, 92.66666666666666, 'Low Risk'),
(96812, 94, 19, '22:46.0', 36.913767357842126, 98.89149669606381, 128, 73, 51, 'Male', 67.49685012957518, 1.997478025446541, 0.076689639, 55, 16.916849497055253, 91.33333333333333, 'High Risk'),
(96813, 62, 15, '21:46.0', 37.387248016097516, 97.51075423, 116, 82, 29, 'Male', 78.80666439602022, 1.866644181602711, 0.11915691554667107, 34, 22.617253404156543, 93.33333333333333, 'Low Risk'),
(96814, 82, 15, '20:46.0', 36.829847694767814, 96.23259330973532, 124, 89, 70, 'Female', 95.95996182845255, 1.7990572561361726, 0.088916861, 35, 29.648320449960107, 100.66666666666667, 'Low Risk'),
(96815, 99, 19, '19:46.0', 36.71502366017437, 95.28301729384944, 138, 85, 85, 'Male', 53.06609557232664, 1.6496069460068348, 0.075822707, 53, 19.500968536389895, 102.66666666666666, 'High Risk'),
(96816, 62, 17, '18:46.0', 36.677098646430835, 99.86391087417957, 128, 86, 59, 'Female', 58.02802950620787, 1.9226567546336977, 0.086533304, 42, 15.697637907288275, 100, 'High Risk'),
(96817, 82, 13, '17:46.0', 36.05479544295332, 95.10174220099137, 116, 74, 39, 'Female', 83.42946847, 1.8351260245141146, 0.075898956, 42, 24.77351827588387, 88, 'Low Risk'),
(96818, 62, 17, '16:46.0', 36.745161117609335, 96.22643116448731, 126, 84, 79, 'Male', 67.34345445582859, 1.6601464787733766, 0.094332608, 42, 24.434450292344017, 98, 'Low Risk'),
(96819, 71, 19, '15:46.0', 36.506583440780666, 95.59542652456805, 120, 86, 86, 'Female', 68.55400751587833, 1.9680128051244048, 0.10455594199843629, 34, 17.70015249276206, 97.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(96821, 75, 19, '13:46.0', 37.067659271717375, 99.10408331442025, 110, 73, 22, 'Female', 71.26369733119513, 1.595141931, 0.12879148887889813, 37, 28.007199701058294, 85.33333333333333, 'Low Risk'),
(96822, 93, 15, '12:46.0', 36.04643000236093, 95.81142561146154, 128, 86, 72, 'Male', 67.60141123572768, 1.7164702249846384, 0.070911795, 42, 22.944743853283196, 100, 'High Risk'),
(96823, 78, 13, '11:46.0', 36.52640472658446, 96.70215647261274, 135, 71, 46, 'Female', 61.47358277987204, 1.961118720293912, 0.089788448, 64, 15.98382641765934, 92.33333333333333, 'High Risk'),
(96824, 72, 17, '10:46.0', 37.105065635717416, 99.96367304995414, 111, 70, 88, 'Female', 92.83275871, 1.9987427759974272, 0.075297201, 41, 23.23739510723032, 83.66666666666667, 'Low Risk'),
(96825, 95, 15, '09:46.0', 37.10317396316729, 98.53027637508994, 137, 86, 35, 'Female', 92.44201316152869, 1.5788234506273398, 0.10130614642502878, 51, 37.08533939316846, 103, 'High Risk'),
(96826, 89, 13, '08:46.0', 37.35187465835007, 95.79214804315093, 118, 81, 49, 'Male', 68.31379320029683, 1.6877667232416182, 0.059296937, 37, 23.981898519672523, 93.33333333333333, 'Low Risk'),
(96827, 71, 13, '07:46.0', 36.579069997412745, 95.92872091390427, 114, 82, 73, 'Male', 57.64233011665289, 1.7301326909319004, 0.085092964, 32, 19.256737213056383, 92.66666666666667, 'Low Risk'),
(96828, 76, 12, '06:46.0', 36.615617311853924, 96.05316635394588, 132, 89, 60, 'Male', 82.51109865037279, 1.8413355829829254, 0.12893712605389074, 43, 24.335847672056033, 103.33333333333333, 'Low Risk'),
(96829, 91, 14, '05:46.0', 37.45579135049015, 95.97165159757321, 129, 81, 85, 'Male', 68.45083936524259, 1.5786316080103273, 0.080527334, 48, 27.46737707545918, 97, 'High Risk'),
(96830, 63, 17, '04:46.0', 36.02789443474311, 98.22385024976089, 126, 79, 38, 'Female', 85.36455221789598, 1.9538671208172977, 0.10268361062014394, 47, 22.36080926011485, 94.66666666666667, 'Low Risk'),
(96831, 79, 19, '03:46.0', 36.41136312662786, 96.17864012855775, 118, 79, 77, 'Male', 60.39581809691512, 1.7044418656749938, 0.089449542, 39, 20.789425218495612, 92, 'Low Risk'),
(96832, 68, 16, '02:46.0', 37.08062930852905, 95.37787205608821, 120, 70, 84, 'Male', 67.70095935302227, 1.8655986379809912, 0.13124846104318438, 50, 19.451737083087572, 86.66666666666666, 'Low Risk'),
(96833, 89, 19, '01:46.0', 36.191024351030855, 97.73647953149144, 111, 85, 29, 'Male', 88.12136451772521, 1.664150862, 0.14752526804075813, 26, 31.81968123127856, 93.66666666666667, 'High Risk'),
(96834, 96, 15, '00:46.0', 36.6897038, 96.05762764580673, 127, 81, 52, 'Male', 60.565569656091654, 1.5991793605722817, 0.098201057, 46, 23.682713126977344, 96.33333333333333, 'High Risk'),
(96835, 60, 19, '59:46.0', 36.943514321843374, 97.92344141384501, 118, 72, 69, 'Female', 93.59279300574903, 1.895453848810492, 0.07125423, 46, 26.050494920658807, 87.33333333333333, 'Low Risk'),
(96836, 94, 15, '58:46.0', 36.33565875, 96.67681342514335, 119, 78, 29, 'Male', 51.09418505661715, 1.9192152287767317, 0.10616371163916924, 41, 13.87152198440786, 91.66666666666667, 'High Risk'),
(96837, 73, 17, '57:46.0', 36.90972398, 95.61897693710621, 139, 88, 69, 'Male', 58.74728314260443, 1.9593133296606502, 0.067738521, 51, 15.303120592215668, 105, 'High Risk'),
(96838, 94, 12, '56:46.0', 36.12705011238725, 96.02088712, 122, 78, 72, 'Female', 94.42479499390576, 1.7400239635427472, 0.072791952, 44, 31.18714301181254, 92.66666666666667, 'High Risk'),
(96839, 71, 14, '55:46.0', 36.19673378, 99.58998375357906, 121, 70, 21, 'Male', 84.07788905263595, 1.9138903372262943, 0.063941702, 51, 22.953435658783555, 87, 'Low Risk'),
(96840, 77, 16, '54:46.0', 37.115366177867756, 99.27863049, 121, 74, 45, 'Male', 88.20956148569155, 1.7701795927673145, 0.12041547326523915, 47, 28.15016881214496, 89.66666666666667, 'Low Risk'),
(96841, 93, 17, '53:46.0', 36.7375496, 97.46702069030448, 134, 78, 45, 'Female', 68.68537709, 1.7678914289290764, 0.062010319, 56, 21.976225682916116, 96.66666666666666, 'High Risk'),
(96842, 64, 14, '52:46.0', 36.61405842654576, 98.06757270021188, 117, 79, 42, 'Female', 89.20792064996917, 1.832699438416467, 0.12944566386478573, 38, 26.559562871809728, 91.66666666666667, 'Low Risk'),
(96843, 82, 19, '51:46.0', 37.24676415905352, 98.51893974, 129, 84, 87, 'Female', 81.98055469023173, 1.8824256630709444, 0.13934942802302375, 45, 23.13530251181968, 99, 'Low Risk'),
(96844, 84, 12, '50:46.0', 36.49258999157974, 98.56444151789732, 135, 71, 67, 'Female', 74.46051152703527, 1.7793622590439429, 0.086051964, 64, 23.517831035610985, 92.33333333333333, 'Low Risk'),
(96845, 80, 12, '49:46.0', 36.715140975994814, 98.0222092, 124, 87, 46, 'Female', 77.34549520275245, 1.9489926427688264, 0.11385073282481362, 37, 20.36172768479641, 99.33333333333333, 'Low Risk'),
(96846, 86, 13, '48:46.0', 37.13577228452136, 97.35029788060169, 111, 82, 84, 'Male', 80.60288349701806, 1.8379618415493744, 0.12229491087747292, 29, 23.86039326073592, 91.66666666666667, 'Low Risk'),
(96847, 84, 16, '47:46.0', 36.048653716067605, 97.88401748606978, 128, 76, 59, 'Female', 98.02166075495977, 1.6844533829325372, 0.065304685, 52, 34.546500726472054, 93.33333333333333, 'High Risk'),
(96848, 96, 14, '46:46.0', 36.84579354036358, 99.94630523639712, 114, 84, 56, 'Male', 66.73921800392434, 1.9362786388062307, 0.11359878978622891, 30, 17.80104118629471, 94, 'High Risk'),
(96849, 73, 17, '45:46.0', 36.099610677930045, 95.04008170347673, 110, 84, 46, 'Female', 59.692695182775054, 1.5085263057510463, 0.063048504, 26, 26.231034129108846, 92.66666666666667, 'Low Risk'),
(96850, 82, 19, '44:46.0', 36.960161160084546, 97.53100653160985, 125, 71, 34, 'Male', 78.03748468971017, 1.5797852783887645, 0.081070563, 54, 31.268506475000965, 89, 'High Risk'),
(96851, 63, 15, '43:46.0', 36.94988805694757, 99.91160602541176, 112, 80, 60, 'Male', 93.42601758, 1.6516282863926903, 0.11593012197350201, 32, 34.24863069331015, 90.66666666666667, 'High Risk'),
(96852, 86, 14, '42:46.0', 37.11586419690025, 98.85749333937437, 117, 77, 30, 'Female', 81.84507788849692, 1.9888671327636707, 0.080969647, 40, 20.69097827246851, 90.33333333333333, 'Low Risk'),
(96853, 96, 16, '41:46.0', 37.39782112, 97.99753165646459, 117, 84, 29, 'Male', 61.47743393047112, 1.6653540835094969, 0.12195924766595272, 33, 22.166777352684328, 95, 'High Risk'),
(96854, 88, 17, '40:46.0', 37.06207556743872, 99.73102884385484, 128, 80, 19, 'Male', 71.19620625716304, 1.5192025599956938, 0.091313785, 48, 30.84789155241132, 96, 'High Risk'),
(96855, 88, 12, '39:46.0', 36.82550921074984, 99.23729511397046, 130, 76, 38, 'Female', 90.67317661878685, 1.845056513425258, 0.062771681, 54, 26.635416052909864, 94, 'Low Risk'),
(96856, 67, 14, '38:46.0', 36.92737144, 95.64212199298595, 138, 77, 52, 'Female', 74.25226120936128, 1.776107569408648, 0.05918557, 61, 23.538086445081454, 97.33333333333333, 'Low Risk'),
(96857, 82, 16, '37:46.0', 37.17798011549058, 99.65379210639065, 123, 70, 28, 'Male', 66.90599578, 1.9121682864917484, 0.056303458341581104, 53, 18.29838734492393, 87.66666666666666, 'High Risk'),
(96858, 98, 14, '36:46.0', 37.27098112100707, 95.76255619681314, 114, 81, 49, 'Male', 60.474460391760104, 1.7214052697132067, 0.14190685126342278, 33, 20.408249055406745, 92, 'High Risk'),
(96859, 97, 16, '35:46.0', 36.099858785111785, 98.16810441491462, 122, 76, 45, 'Male', 53.28850045402929, 1.6055231350818258, 0.091240933, 46, 20.672850469587935, 91.33333333333333, 'High Risk'),
(96860, 84, 19, '34:46.0', 36.874551674998955, 97.50544143532316, 119, 88, 66, 'Male', 54.297543689349986, 1.7428039326738307, 0.069794123, 31, 17.876525836572647, 98.33333333333333, 'High Risk'),
(96861, 95, 19, '33:46.0', 36.836307346027006, 98.66415586217003, 112, 88, 89, 'Female', 55.42245854115587, 1.7895393716189782, 0.084771139, 24, 17.306261899901013, 96, 'High Risk'),
(96862, 84, 12, '32:46.0', 36.75455137396905, 96.38789013677335, 138, 76, 70, 'Female', 74.11879486616427, 1.6023557187055528, 0.085173297, 62, 28.867586774529332, 96.66666666666666, 'Low Risk'),
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(97039, 75, 19, '35:46.0', 36.39720515491167, 96.67522441433309, 126, 79, 68, 'Female', 76.18269301093329, 1.8207689531565259, 0.08926514, 47, 22.97982102, 94.66666666666667, 'Low Risk'),
(97040, 87, 19, '34:46.0', 36.57277143089185, 97.13739207620065, 133, 85, 76, 'Male', 79.89505530909285, 1.5489707166075233, 0.0541863, 48, 33.29917599439024, 101, 'High Risk'),
(97041, 60, 13, '33:46.0', 36.66445545257968, 96.31292441583771, 139, 82, 76, 'Female', 61.746100548849085, 1.655305567653998, 0.1284716182749719, 57, 22.53477282006321, 101, 'Low Risk'),
(97042, 83, 14, '32:46.0', 36.38249920004165, 96.98156669632748, 135, 77, 83, 'Female', 77.13513011145757, 1.580053250261772, 0.074575064, 58, 30.89646332735388, 96.33333333333333, 'High Risk'),
(97043, 62, 13, '31:46.0', 36.73295813361682, 99.40112827608982, 133, 87, 32, 'Male', 85.72174467520057, 1.8024324687866176, 0.12275294487185413, 46, 26.38596593001742, 102.33333333333333, 'Low Risk'),
(97044, 78, 16, '30:46.0', 36.26053022340475, 96.69512841911224, 121, 78, 88, 'Male', 84.26186881439149, 1.9286858591634735, 0.096139759, 43, 22.652080396036197, 92.33333333333333, 'Low Risk'),
(97045, 87, 12, '29:46.0', 36.37105738164812, 95.80394453040168, 126, 76, 66, 'Female', 77.48057288424454, 1.684287160472677, 0.10685564719254712, 50, 27.31244295410659, 92.66666666666666, 'Low Risk'),
(97046, 90, 12, '28:46.0', 37.20297611532338, 99.36791678101669, 132, 70, 41, 'Female', 69.26561941252312, 1.9572690646046675, 0.055832325, 62, 18.080759036494676, 90.66666666666666, 'High Risk'),
(97047, 77, 16, '27:46.0', 37.430972447852135, 98.37393454559658, 112, 76, 85, 'Male', 96.00293546119562, 1.9116503491498764, 0.06843773, 36, 26.27045481062844, 88, 'Low Risk'),
(97048, 92, 17, '26:46.0', 36.01787077837657, 98.68115541765023, 132, 74, 46, 'Male', 88.89910046799503, 1.9847140654463515, 0.13388238016066856, 58, 22.568436425113063, 93.33333333333333, 'High Risk'),
(97049, 80, 12, '25:46.0', 37.15865735850694, 97.88388835646933, 123, 75, 23, 'Female', 57.88247253181175, 1.9752302315175359, 0.093063634, 48, 14.835822421655848, 91, 'High Risk'),
(97050, 92, 18, '24:46.0', 36.70827889898773, 99.17902016447294, 124, 72, 50, 'Male', 82.63063602229516, 1.9253178660670496, 0.059966688060110955, 52, 22.29134193946134, 89.33333333333333, 'High Risk'),
(97051, 84, 15, '23:46.0', 37.28277755004145, 99.22471571, 112, 89, 70, 'Male', 74.13994921227486, 1.809452856327851, 0.1376974575868382, 23, 22.644239484399783, 96.66666666666667, 'Low Risk'),
(97052, 75, 12, '22:46.0', 36.51991562953642, 97.15629724596445, 111, 83, 67, 'Female', 81.16440773258981, 1.917830455424189, 0.1030032943911546, 28, 22.06709689069105, 92.33333333333333, 'Low Risk'),
(97053, 89, 16, '21:46.0', 37.148858289163634, 99.02811348141034, 134, 78, 70, 'Male', 55.349437719860425, 1.8084861132490646, 0.12255641155835927, 56, 16.923214407132782, 96.66666666666666, 'High Risk'),
(97054, 69, 16, '20:46.0', 37.14886457406305, 98.94287657, 138, 72, 72, 'Male', 62.34257180166391, 1.6969625722600032, 0.1430410776313541, 66, 21.64911695645162, 94, 'Low Risk'),
(97055, 89, 14, '19:46.0', 36.19783339731685, 98.66836890411338, 122, 75, 60, 'Male', 56.92699735848377, 1.893711105386689, 0.095611895, 47, 15.87416262838172, 90.66666666666667, 'High Risk'),
(97056, 72, 14, '18:46.0', 36.16745833933585, 95.17739023265995, 137, 85, 88, 'Female', 77.58339844258644, 1.544359221, 0.12706991204530738, 52, 32.529107563390184, 102.33333333333333, 'High Risk'),
(97057, 70, 15, '17:46.0', 36.82220403587812, 98.29206027125399, 123, 71, 39, 'Male', 80.25502736680924, 1.5366323091290013, 0.079778949, 52, 33.98852566280562, 88.33333333333333, 'High Risk'),
(97058, 86, 13, '16:46.0', 36.862169441541205, 96.60228638, 135, 73, 73, 'Male', 84.05629352696661, 1.8346828773168469, 0.060079936, 62, 24.97170640292656, 93.66666666666666, 'Low Risk'),
(97059, 69, 13, '15:46.0', 37.08383557818533, 95.08066034112677, 111, 87, 60, 'Female', 95.51911577826459, 1.6865776743549714, 0.11690906262725163, 24, 33.57976087854547, 95, 'High Risk'),
(97060, 77, 14, '14:46.0', 36.38510967246419, 98.99321203548827, 123, 81, 59, 'Female', 91.81095095884933, 1.5132525629984803, 0.12104002823076142, 42, 40.093285765213686, 95, 'High Risk'),
(97061, 66, 18, '13:46.0', 36.10103491990479, 95.20278274449672, 124, 78, 26, 'Male', 67.51946462923266, 1.5982883842335323, 0.14515576214992448, 46, 26.43131093, 93.33333333333333, 'Low Risk'),
(97062, 79, 18, '12:46.0', 36.51829133109353, 97.60056428515297, 126, 82, 72, 'Male', 50.750901884610855, 1.584186340355605, 0.053137594, 44, 20.222331988244616, 96.66666666666667, 'Low Risk'),
(97063, 68, 15, '11:46.0', 36.89779996963782, 99.34961511, 118, 75, 40, 'Male', 95.76291480748377, 1.9629181734002756, 0.073822596, 43, 24.853809473722677, 89.33333333333333, 'Low Risk'),
(97064, 72, 17, '10:46.0', 37.24902038319394, 98.00176117, 111, 79, 36, 'Male', 90.21874365972877, 1.7168979357454879, 0.12997968610212046, 32, 30.60608768163203, 89.66666666666667, 'High Risk'),
(97065, 80, 13, '09:46.0', 36.92537987719026, 99.15933705393483, 137, 71, 89, 'Male', 63.20573042321001, 1.6959488542772843, 0.14520830191234446, 66, 21.97510469457248, 93, 'Low Risk'),
(97066, 75, 17, '08:46.0', 36.399394802641574, 98.01602834425867, 122, 81, 59, 'Female', 55.91385996, 1.760163509724686, 0.087397809, 41, 18.047350286572655, 94.66666666666667, 'High Risk'),
(97067, 69, 16, '07:46.0', 37.32701722444335, 99.17553962957476, 136, 86, 44, 'Female', 96.10945683699268, 1.738495778203465, 0.05671096, 50, 31.79939388065852, 102.66666666666666, 'High Risk'),
(97068, 77, 19, '06:46.0', 37.19286885374585, 99.97092658357172, 128, 82, 58, 'Male', 58.535130707336386, 1.7848021987275955, 0.13394109459877337, 46, 18.37538333774467, 97.33333333333333, 'High Risk'),
(97069, 89, 17, '05:46.0', 37.25355216936619, 95.70544265052817, 112, 85, 40, 'Female', 72.05875346383796, 1.9054889240262245, 0.14227555809313164, 27, 19.846041155276698, 94, 'Low Risk'),
(97070, 97, 17, '04:46.0', 36.146611164488704, 99.34422660687595, 139, 79, 79, 'Female', 82.71330304902835, 1.5737933633316052, 0.1350559639541941, 60, 33.39488445, 99, 'High Risk'),
(97071, 72, 15, '03:46.0', 36.203579779324116, 95.06452635298022, 113, 84, 24, 'Male', 92.07738842639965, 1.6235532805700594, 0.13721122534777816, 29, 34.93171449265785, 93.66666666666667, 'High Risk'),
(97072, 60, 13, '02:46.0', 36.68406099501905, 96.42999747, 115, 77, 87, 'Female', 78.74928893326485, 1.789978420842651, 0.13405204783523395, 38, 24.578255258947703, 89.66666666666667, 'Low Risk'),
(97073, 69, 16, '01:46.0', 37.43916861850724, 99.92895321037234, 113, 76, 26, 'Male', 59.75996981064099, 1.5864048943761782, 0.072901219, 37, 23.745552951278547, 88.33333333333333, 'Low Risk'),
(97074, 64, 19, '00:46.0', 37.41181561962797, 98.33086040517135, 119, 81, 87, 'Female', 70.27040674840347, 1.671352939395593, 0.10567466505955594, 38, 25.155683873838882, 93.66666666666667, 'Low Risk'),
(97075, 82, 17, '59:46.0', 36.60333308431029, 99.95560298742859, 138, 77, 49, 'Female', 96.82360314666124, 1.9992375216348537, 0.10603679409018263, 61, 24.22436782218917, 97.33333333333333, 'Low Risk'),
(97076, 97, 14, '58:46.0', 36.15566688904064, 98.86491648678525, 123, 87, 81, 'Female', 98.80966048327642, 1.820146129493977, 0.061221462742720605, 36, 29.82544238462293, 99, 'High Risk'),
(97077, 72, 17, '57:46.0', 37.220932095162915, 97.56014740333768, 138, 80, 83, 'Female', 95.14416928417461, 1.6111746519055725, 0.073840368, 58, 36.651937497738395, 99.33333333333333, 'High Risk'),
(97078, 63, 15, '56:46.0', 36.12902640004987, 95.68760005628248, 133, 81, 71, 'Male', 60.79290868611815, 1.8544980277845602, 0.11475919588203844, 52, 17.67665848757285, 98.33333333333333, 'High Risk'),
(97079, 93, 17, '55:46.0', 36.684133790833926, 96.29981670781976, 139, 84, 61, 'Female', 83.88215260070216, 1.798547334434842, 0.069653398, 55, 25.93139153755234, 102.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(97081, 67, 14, '53:46.0', 37.11224363497193, 95.86692127144825, 124, 83, 89, 'Male', 71.43334771, 1.9680394563090158, 0.09268554, 41, 18.44307793471574, 96.66666666666667, 'High Risk'),
(97082, 87, 15, '52:46.0', 37.04387467266848, 96.63262341009545, 111, 85, 53, 'Male', 75.11347455, 1.7629192953240318, 0.1190149539727098, 26, 24.168683216700483, 93.66666666666667, 'Low Risk'),
(97083, 96, 13, '51:46.0', 36.65515295019227, 96.56409465135269, 119, 87, 31, 'Female', 89.05201661729461, 1.9116544183643658, 0.079211661, 32, 24.36828631850883, 97.66666666666667, 'High Risk'),
(97084, 86, 12, '50:46.0', 36.76775624439761, 96.06153406, 114, 73, 83, 'Female', 62.622271249031364, 1.9164617440459542, 0.1360123020651951, 41, 17.050161861633423, 86.66666666666667, 'High Risk'),
(97085, 88, 13, '49:46.0', 36.17627417932923, 99.54142430419556, 134, 85, 34, 'Male', 73.36832019819462, 1.9215772110945641, 0.099187923, 49, 19.869772590947154, 101.33333333333333, 'Low Risk'),
(97086, 76, 18, '48:46.0', 36.77580177641804, 98.74879805946361, 127, 80, 23, 'Female', 54.07352226137913, 1.7006920586390273, 0.10240687700323226, 47, 18.695336744534917, 95.66666666666667, 'Low Risk'),
(97087, 69, 12, '47:46.0', 37.385326814734604, 99.26612412801512, 119, 88, 77, 'Female', 71.75565250969429, 1.539410304702261, 0.056762118, 31, 30.279405168951158, 98.33333333333333, 'High Risk'),
(97088, 75, 15, '46:46.0', 36.16245566289621, 95.70082261979663, 128, 70, 43, 'Male', 54.75149788283819, 1.9356017653620485, 0.13957733842658676, 58, 14.613827812622873, 89.33333333333333, 'High Risk'),
(97089, 71, 17, '45:46.0', 36.11240906930106, 96.41235806763054, 115, 70, 34, 'Female', 69.16580613547296, 1.6793663673006816, 0.085419706, 45, 24.52452137864232, 85, 'Low Risk'),
(97090, 90, 16, '44:46.0', 37.21136478575983, 96.16465119286609, 126, 87, 35, 'Female', 84.61891483379068, 1.9563755940328076, 0.054254588, 39, 22.108688407644244, 100, 'Low Risk'),
(97091, 68, 14, '43:46.0', 36.46845341, 97.01366710553488, 138, 89, 83, 'Male', 76.11760026502216, 1.554992312655107, 0.068279441, 49, 31.47955578008135, 105.33333333333333, 'High Risk'),
(97092, 68, 16, '42:46.0', 36.22885771, 99.44858503431432, 134, 78, 57, 'Male', 66.54131264393018, 1.6041845230248994, 0.089100683, 56, 25.85727294696599, 96.66666666666666, 'Low Risk'),
(97093, 67, 12, '41:46.0', 37.31724283167266, 97.68278997562622, 110, 72, 49, 'Male', 82.21019487690327, 1.985835493786565, 0.12768799524798774, 38, 20.846787531128594, 84.66666666666667, 'Low Risk'),
(97094, 69, 18, '40:46.0', 36.52751786358387, 96.72937025595678, 122, 73, 82, 'Female', 75.25949341704657, 1.5581983810686981, 0.059638196, 49, 30.996723773061827, 89.33333333333333, 'High Risk'),
(97095, 92, 13, '39:46.0', 36.950077135960235, 99.50240400527669, 132, 88, 28, 'Female', 96.69934263824166, 1.7232000925948336, 0.092460544, 44, 32.565076533682266, 102.66666666666667, 'High Risk'),
(97096, 65, 14, '38:46.0', 37.472376818920424, 99.00531851653237, 115, 78, 24, 'Male', 61.41996134721984, 1.856215404993206, 0.066613714, 37, 17.825954495196992, 90.33333333333333, 'High Risk'),
(97097, 94, 16, '37:46.0', 36.19424043571618, 98.32509908, 124, 72, 52, 'Male', 74.74974494067384, 1.7395635457455398, 0.11693084076473893, 52, 24.70182946087922, 89.33333333333333, 'High Risk'),
(97098, 96, 17, '36:46.0', 37.27453483633938, 98.24244866510472, 136, 87, 28, 'Female', 63.36783765446003, 1.6033817836576674, 0.11394432345442497, 49, 24.648755520473795, 103.33333333333333, 'High Risk'),
(97099, 80, 16, '35:46.0', 36.205201544307705, 95.07844279946485, 116, 72, 86, 'Male', 60.65183686094859, 1.721879273084257, 0.14673344167153568, 44, 20.45684061949462, 86.66666666666667, 'Low Risk'),
(97100, 61, 15, '34:46.0', 36.43524812368774, 98.04436092375886, 111, 83, 22, 'Female', 91.18853112800747, 1.8956580176259172, 0.12424121633525387, 28, 25.37582882213391, 92.33333333333333, 'Low Risk'),
(97101, 97, 14, '33:46.0', 36.379711735910206, 97.39089039950944, 128, 81, 37, 'Female', 61.11389272150085, 1.8644460586728766, 0.14340507969022626, 47, 17.580867521649232, 96.66666666666667, 'High Risk'),
(97102, 93, 12, '32:46.0', 36.45260282436184, 97.02076312156443, 113, 74, 82, 'Male', 69.06741921033199, 1.8402208265316122, 0.07377405, 39, 20.395452511182192, 87, 'High Risk'),
(97103, 79, 17, '31:46.0', 36.45378161054308, 95.37886797679286, 116, 76, 50, 'Male', 70.34378311, 1.894580709893036, 0.052615405, 40, 19.59744701218773, 89.33333333333333, 'Low Risk'),
(97104, 81, 18, '30:46.0', 36.876212423227976, 97.05155847445572, 139, 76, 26, 'Female', 56.79056165, 1.8176841666415808, 0.12106960864642437, 63, 17.188552913535062, 97, 'High Risk'),
(97105, 80, 16, '29:46.0', 37.39401385624049, 95.35538334358785, 131, 87, 18, 'Male', 78.78068804268719, 1.699454070626637, 0.063674567, 44, 27.277270203217657, 101.66666666666667, 'Low Risk'),
(97106, 69, 14, '28:46.0', 37.020977577195126, 95.36137490041216, 126, 74, 84, 'Male', 88.96280423810904, 1.5558224930523041, 0.061208696354299624, 52, 36.75262574680975, 91.33333333333333, 'High Risk'),
(97107, 81, 13, '27:46.0', 36.644060084239015, 97.87395898380318, 114, 77, 20, 'Male', 69.24066342506535, 1.6225995018032353, 0.093203728, 37, 26.29895813882488, 89.33333333333333, 'Low Risk'),
(97108, 62, 14, '26:46.0', 36.18752785756571, 95.54167523080639, 135, 89, 47, 'Female', 88.56672932784767, 1.8096185042362434, 0.14147826647879574, 46, 27.045595603249158, 104.33333333333333, 'Low Risk'),
(97109, 88, 13, '25:46.0', 36.43857884492918, 98.82956341591743, 119, 76, 77, 'Male', 69.24909221628872, 1.5356640588364694, 0.066065947, 43, 29.364434699762413, 90.33333333333333, 'Low Risk'),
(97110, 99, 17, '24:46.0', 36.55880845121635, 97.99689152777333, 125, 73, 45, 'Female', 96.72194647736993, 1.909992514508338, 0.084526174, 52, 26.513172503184517, 90.33333333333333, 'High Risk'),
(97111, 98, 18, '23:46.0', 36.874112610673706, 96.93998488822984, 125, 70, 47, 'Male', 94.19535761136379, 1.6674758844030677, 0.089884585, 55, 33.87742369928173, 88.33333333333333, 'High Risk'),
(97112, 67, 14, '22:46.0', 36.46849491373722, 96.47894150410023, 113, 85, 29, 'Male', 62.70534514381846, 1.6642977969430452, 0.054510406, 28, 22.638230942874404, 94.33333333333333, 'Low Risk'),
(97113, 72, 15, '21:46.0', 37.222346477252735, 95.79248142803817, 131, 85, 72, 'Female', 68.54389794167221, 1.947675973, 0.11744122977300821, 46, 18.06905271447995, 100.33333333333333, 'High Risk'),
(97114, 60, 16, '20:46.0', 37.07978548, 98.27806114539904, 127, 80, 41, 'Male', 95.78813515850698, 1.7720524924058094, 0.096700284, 47, 30.50412368285447, 95.66666666666667, 'High Risk'),
(97115, 69, 18, '19:46.0', 36.95834711973366, 96.00113453438217, 119, 78, 65, 'Female', 86.12345979852634, 1.8503656475969628, 0.12720815354797305, 41, 25.15395931097629, 91.66666666666667, 'Low Risk'),
(97116, 84, 12, '18:46.0', 36.23597440231635, 96.46559956500732, 116, 78, 66, 'Female', 84.09593956057665, 1.9368032744529666, 0.068097307, 38, 22.418368611996907, 90.66666666666667, 'Low Risk'),
(97117, 96, 14, '17:46.0', 37.13575336090648, 97.73012904, 125, 83, 76, 'Male', 76.51081743432715, 1.7189349525488689, 0.12781224459067916, 42, 25.894286978877613, 97, 'High Risk'),
(97118, 84, 19, '16:46.0', 36.38135516443988, 99.70207891, 117, 85, 47, 'Male', 60.81559472142348, 1.5032230228574153, 0.079773866, 32, 26.913372402386674, 95.66666666666667, 'Low Risk'),
(97119, 72, 18, '15:46.0', 36.549979830654536, 98.79162875273927, 131, 81, 36, 'Male', 74.17027256006037, 1.9821631334391425, 0.077303935, 50, 18.87778720131468, 97.66666666666666, 'Low Risk'),
(97120, 78, 16, '14:46.0', 37.31002570404859, 98.97848941253243, 120, 80, 84, 'Female', 88.06848297225588, 1.7176085807441723, 0.12073614384734506, 40, 29.85190929361258, 93.33333333333333, 'Low Risk'),
(97121, 65, 19, '13:46.0', 36.721350702888294, 98.43968266968197, 126, 80, 66, 'Female', 87.95626649533813, 1.6394042008975709, 0.092768098, 46, 32.72613361753541, 95.33333333333333, 'High Risk'),
(97122, 67, 18, '12:46.0', 37.24717121014027, 98.48062523069932, 127, 79, 74, 'Female', 71.43671423007507, 1.7125140347248702, 0.10138371427788222, 48, 24.358648692983657, 95, 'Low Risk'),
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(97301, 98, 19, '13:46.0', 36.990056409254215, 99.22219268192286, 126, 82, 22, 'Female', 50.947239210141646, 1.8648456477171145, 0.11325359163668276, 44, 14.649907154074462, 96.66666666666667, 'High Risk'),
(97302, 88, 19, '12:46.0', 36.513083846750334, 95.85131878957851, 132, 87, 22, 'Female', 68.82710654, 1.9956818966636227, 0.13514188030048924, 45, 17.281318598085164, 102, 'High Risk'),
(97303, 63, 12, '11:46.0', 37.230252218611355, 96.03289414562968, 127, 78, 21, 'Female', 80.99152433391716, 1.6112761952863184, 0.081764646, 49, 31.19604879416272, 94.33333333333333, 'High Risk'),
(97304, 65, 19, '10:46.0', 36.947046591047815, 98.30668009851632, 125, 82, 38, 'Female', 51.762555846948494, 1.8122476749482976, 0.14028755205540883, 43, 15.760885340991463, 96.33333333333333, 'High Risk'),
(97305, 66, 15, '09:46.0', 36.13577431775165, 99.08318369, 124, 74, 26, 'Female', 63.86912395607795, 1.903745571577458, 0.11985207270737049, 50, 17.622728364984216, 90.66666666666666, 'High Risk'),
(97306, 83, 15, '08:46.0', 36.89704304825155, 98.30331990141059, 128, 74, 86, 'Male', 92.42374452455124, 1.9885661368010712, 0.091763401, 54, 23.372409172624703, 92, 'Low Risk'),
(97307, 92, 17, '07:46.0', 36.200449638546466, 99.90628040785712, 125, 81, 31, 'Male', 62.693449885883176, 1.766597420213527, 0.10749197266909054, 44, 20.088475745001674, 95.66666666666667, 'High Risk'),
(97308, 77, 12, '06:46.0', 37.082692214555614, 97.73341749221663, 118, 80, 79, 'Female', 88.87855771, 1.6278795954331573, 0.065865895, 38, 33.53917991843634, 92.66666666666667, 'High Risk'),
(97309, 65, 19, '05:46.0', 36.412113706640994, 97.98201664534304, 120, 78, 82, 'Female', 58.089861768730465, 1.7788615451220051, 0.067698781, 42, 18.35760620703345, 92, 'High Risk'),
(97310, 73, 15, '04:46.0', 37.32963118011823, 95.82701236, 125, 88, 22, 'Male', 86.15149443138532, 1.752905295220646, 0.11798842717942311, 37, 28.037927566099107, 100.33333333333333, 'Low Risk'),
(97311, 96, 17, '03:46.0', 36.009773040042354, 96.22670908183088, 131, 71, 65, 'Male', 50.029726678919666, 1.8307941573375879, 0.14964723899308924, 60, 14.926194437506117, 91, 'High Risk'),
(97312, 84, 14, '02:46.0', 36.852906348225595, 99.63981220160643, 120, 75, 48, 'Male', 79.80554641262236, 1.6683524860863932, 0.10942430133769898, 45, 28.67196446841368, 90, 'Low Risk'),
(97313, 71, 16, '01:46.0', 36.986075971931115, 95.80247337138013, 125, 84, 88, 'Male', 78.46531095020443, 1.508903688, 0.14026493971390747, 41, 34.463125391297844, 97.66666666666667, 'High Risk'),
(97314, 78, 16, '00:46.0', 36.84356457412693, 96.53786561035778, 130, 84, 33, 'Male', 57.77977079672714, 1.5263776516189487, 0.14512308265420598, 46, 24.800007794459223, 99.33333333333333, 'Low Risk'),
(97315, 68, 14, '59:46.0', 36.60664796693844, 97.67170293626107, 137, 77, 61, 'Male', 82.67306029468367, 1.7700223233998633, 0.098072144, 60, 26.388003119770016, 97, 'Low Risk'),
(97316, 60, 15, '58:46.0', 37.221514197628444, 98.45208665700733, 120, 87, 20, 'Female', 62.448692716342315, 1.9603629926179211, 0.057232695, 33, 16.24988757429467, 98, 'High Risk'),
(97317, 83, 18, '57:46.0', 36.70886824964345, 97.75944706382502, 110, 89, 45, 'Female', 71.58526244271663, 1.7110476939122234, 0.1449103493622183, 21, 24.45115568735485, 96, 'Low Risk'),
(97318, 73, 13, '56:46.0', 36.19282268311019, 95.72328608459117, 124, 73, 83, 'Female', 77.46994551564232, 1.7255998717355898, 0.14833546103861095, 51, 26.016750428215794, 90, 'Low Risk'),
(97319, 71, 19, '55:46.0', 37.48660715, 98.45720444723457, 122, 76, 48, 'Female', 78.28569505639807, 1.903221817675118, 0.055556259, 46, 21.612429846202446, 91.33333333333333, 'Low Risk'),
(97320, 80, 15, '54:46.0', 37.275971727554186, 98.39432886353536, 113, 79, 40, 'Male', 73.93508591542624, 1.5973083071637348, 0.12356320074950887, 34, 28.97831181534674, 90.33333333333333, 'Low Risk'),
(97321, 93, 14, '53:46.0', 37.43028742673036, 97.23725286278064, 124, 71, 70, 'Male', 76.17441586832426, 1.5482288982135197, 0.075037019, 53, 31.778895119160335, 88.66666666666666, 'High Risk'),
(97322, 89, 19, '52:46.0', 36.60289579887131, 99.67340387022624, 118, 89, 34, 'Female', 77.97219063309991, 1.7019694208139968, 0.069710792, 29, 26.917593493358844, 98.66666666666667, 'Low Risk'),
(97323, 73, 15, '51:46.0', 36.67319922891464, 96.53216597914528, 111, 78, 64, 'Male', 93.45443631, 1.5048476573161162, 0.13350406464576062, 33, 41.26813563611672, 89, 'High Risk'),
(97324, 79, 15, '50:46.0', 36.216067059251515, 99.79320411780301, 128, 84, 63, 'Female', 73.46628255125346, 1.791246921146372, 0.061891169353852984, 44, 22.896924437643204, 98.66666666666667, 'Low Risk'),
(97325, 97, 19, '49:46.0', 37.34486512680114, 97.26428081, 136, 80, 19, 'Female', 91.11559605090939, 1.8561906126312748, 0.087888326, 56, 26.445243887969163, 98.66666666666666, 'High Risk'),
(97326, 83, 14, '48:46.0', 37.43948118473575, 95.97987921, 127, 82, 22, 'Male', 77.87494738166157, 1.6787634435634327, 0.087420342, 45, 27.632409681167662, 97, 'Low Risk'),
(97327, 86, 14, '47:46.0', 37.43154759886274, 95.45716201595654, 116, 83, 22, 'Female', 82.30212200413604, 1.6964422289664869, 0.10289043648702922, 33, 28.597817048425778, 94, 'Low Risk'),
(97328, 98, 18, '46:46.0', 37.130506067503774, 96.74139015795711, 137, 89, 60, 'Female', 82.99845633658168, 1.9415210207412248, 0.1282805071878887, 48, 22.01840324651196, 105, 'High Risk'),
(97329, 60, 17, '45:46.0', 36.4960832, 95.47586361584291, 131, 88, 83, 'Female', 57.767205506839254, 1.638670137754362, 0.061066621415712466, 43, 21.51286639974104, 102.33333333333333, 'Low Risk'),
(97330, 96, 12, '44:46.0', 37.145865384286786, 97.46974116323305, 119, 71, 58, 'Female', 75.12521206690694, 1.8634631837686217, 0.12017657181114003, 48, 21.634361247687064, 87, 'High Risk'),
(97331, 60, 15, '43:46.0', 36.134837512666806, 96.73720875165552, 111, 85, 32, 'Female', 64.34049461545838, 1.7482975945133905, 0.1043738555000456, 26, 21.050076338788283, 93.66666666666667, 'Low Risk'),
(97332, 99, 19, '42:46.0', 37.39782514800874, 98.49057726068656, 115, 89, 35, 'Male', 88.35782533421502, 1.5773072703593805, 0.092668336, 26, 35.51504818073867, 97.66666666666667, 'High Risk'),
(97333, 75, 18, '41:46.0', 36.479940753657154, 96.0707757, 138, 79, 80, 'Male', 65.70971082740849, 1.9766115478439183, 0.14930906821913426, 59, 16.818486052453075, 98.66666666666666, 'High Risk'),
(97334, 82, 16, '40:46.0', 36.91259577, 96.87961654196482, 136, 70, 22, 'Male', 93.05029389599974, 1.7950593025875143, 0.097045602, 66, 28.877536913585043, 92, 'Low Risk'),
(97335, 86, 18, '39:46.0', 36.079448241871624, 99.90265986756982, 129, 70, 43, 'Female', 55.57955420475282, 1.7339593935263837, 0.13697911468445886, 59, 18.48575587726524, 89.66666666666666, 'High Risk'),
(97336, 63, 18, '38:46.0', 37.444116283017046, 99.34164154569045, 124, 79, 54, 'Female', 68.89495048547204, 1.661782516222837, 0.07772113, 45, 24.948188774111557, 94, 'Low Risk'),
(97337, 77, 18, '37:46.0', 36.87898657330216, 99.24224048868199, 110, 79, 70, 'Male', 51.174265433305244, 1.5011751588607103, 0.095262431, 31, 22.70852253709059, 89.33333333333333, 'Low Risk'),
(97338, 75, 19, '36:46.0', 36.534703803644135, 99.78948472, 117, 75, 73, 'Female', 50.32959347941955, 1.8903194073936946, 0.12630640653492475, 42, 14.084876270815757, 89, 'High Risk'),
(97339, 91, 15, '35:46.0', 37.17093804369078, 97.53439412876513, 114, 72, 67, 'Male', 54.08425730907803, 1.9029582167046561, 0.077222087, 42, 14.935245478652911, 86, 'High Risk'),
(97340, 67, 16, '34:46.0', 36.11795236100401, 98.97535716281989, 111, 71, 36, 'Female', 82.90455579979644, 1.9274543054853066, 0.065618853, 40, 22.315684608182703, 84.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(97341, 97, 12, '33:46.0', 37.49672151625661, 95.50955093381988, 123, 89, 57, 'Male', 51.29236901, 1.9371858246292375, 0.063224108, 34, 13.668164377819007, 100.33333333333333, 'High Risk'),
(97342, 97, 18, '32:46.0', 36.23134797023504, 95.49149999704004, 120, 88, 65, 'Female', 75.16591619, 1.7611427589540207, 0.12090609906854974, 32, 24.234375479768808, 98.66666666666667, 'High Risk'),
(97343, 68, 12, '31:46.0', 36.25132238477504, 99.82795298034335, 119, 71, 41, 'Female', 63.02816150250408, 1.7382071154342251, 0.050133082, 48, 20.86083040643722, 87, 'Low Risk'),
(97344, 93, 16, '30:46.0', 37.43637542424453, 97.42371656970052, 125, 84, 84, 'Female', 52.180567656319624, 1.6773853419655138, 0.1002654073174749, 41, 18.545694959951536, 97.66666666666667, 'High Risk'),
(97345, 82, 13, '29:46.0', 36.959715286089136, 99.63103632, 114, 73, 32, 'Male', 72.36015955059436, 1.9636017976487974, 0.093647396, 41, 18.766905786068904, 86.66666666666667, 'Low Risk'),
(97346, 78, 16, '28:46.0', 36.60890914, 97.23035657993259, 131, 83, 55, 'Female', 75.57695203758139, 1.7228245049086506, 0.08810007, 48, 25.462866457931742, 99, 'Low Risk'),
(97347, 75, 17, '27:46.0', 36.09142308500894, 98.31355950391007, 137, 72, 75, 'Male', 77.96578540543786, 1.6349915050057608, 0.14343313842422362, 65, 29.16574384414852, 93.66666666666666, 'Low Risk'),
(97348, 69, 17, '26:46.0', 36.618037119825615, 97.46598083680067, 124, 88, 87, 'Male', 69.79560513, 1.7645244226708872, 0.06064719, 36, 22.41675417859658, 100, 'Low Risk'),
(97349, 85, 14, '25:46.0', 37.137841176749035, 97.63241158576439, 139, 70, 24, 'Female', 64.48105157151605, 1.9405850416513593, 0.084687953, 69, 17.12248334868664, 93, 'High Risk'),
(97350, 73, 19, '24:46.0', 36.70859668462542, 97.53092635, 128, 72, 72, 'Male', 59.01293333607926, 1.7944348716245468, 0.084693154, 56, 18.327017802739604, 90.66666666666666, 'High Risk'),
(97351, 87, 14, '23:46.0', 36.46752344119584, 99.30575463680863, 139, 77, 70, 'Female', 65.23633152483073, 1.654256123, 0.055428536, 62, 23.838780217828127, 97.66666666666666, 'Low Risk'),
(97352, 72, 18, '22:46.0', 36.51082288414746, 96.65201690355929, 129, 71, 87, 'Female', 73.24180755441472, 1.8272545327059688, 0.12464853347087006, 58, 21.93617782663471, 90.33333333333333, 'Low Risk'),
(97353, 85, 18, '21:46.0', 36.867210708110456, 98.97417513561786, 130, 73, 62, 'Female', 52.239023867794984, 1.6730519218004474, 0.11769215940577012, 57, 18.662774771062786, 92, 'Low Risk'),
(97354, 61, 17, '20:46.0', 36.10930590581698, 99.80656283182475, 125, 70, 27, 'Male', 72.25581187547597, 1.6927308894523145, 0.1458497591211758, 55, 25.217204847156673, 88.33333333333333, 'Low Risk'),
(97355, 87, 16, '19:46.0', 36.71556374519077, 96.78106271755567, 121, 70, 53, 'Female', 94.53352801790261, 1.6035046321132467, 0.094237305, 51, 36.76591920892644, 87, 'High Risk'),
(97356, 82, 16, '18:46.0', 36.818787270014546, 97.35302449656321, 133, 77, 52, 'Female', 83.14157972855878, 1.539400259368501, 0.11936029105132605, 56, 35.08448947, 95.66666666666666, 'High Risk'),
(97357, 85, 14, '17:46.0', 37.23892811206878, 95.87813406201967, 119, 74, 64, 'Female', 74.72252045179044, 1.742872114506232, 0.09850632, 45, 24.59917090774741, 89, 'Low Risk'),
(97358, 61, 14, '16:46.0', 37.2688564, 95.17558053358675, 126, 83, 37, 'Female', 64.25663859838005, 1.8353464966416708, 0.14649310519262765, 43, 19.07576083, 97.33333333333333, 'Low Risk'),
(97359, 61, 16, '15:46.0', 36.86455027294053, 99.42936558430061, 134, 86, 23, 'Male', 88.09049444491036, 1.6306336166422346, 0.11151188607234336, 48, 33.12960553805494, 102, 'High Risk'),
(97360, 71, 19, '14:46.0', 36.72614898968165, 97.38917819411559, 135, 83, 68, 'Male', 74.06838638582967, 1.5542589631580974, 0.11346990504782763, 52, 30.66098638831958, 100.33333333333333, 'High Risk'),
(97361, 94, 12, '13:46.0', 37.42052566940215, 96.26059168782051, 110, 75, 85, 'Female', 85.75694677082308, 1.8681609642168158, 0.13424713553395357, 35, 24.572012301169874, 86.66666666666667, 'High Risk'),
(97362, 83, 16, '12:46.0', 36.57259432, 99.16468856165936, 114, 76, 87, 'Female', 67.90116605982567, 1.6523284614257157, 0.05953729, 38, 24.870497058443398, 88.66666666666667, 'Low Risk'),
(97363, 60, 16, '11:46.0', 37.484487798692705, 96.05476860522323, 135, 77, 84, 'Female', 66.58791600447731, 1.8706764108262597, 0.13404588952608243, 58, 19.028216467098787, 96.33333333333333, 'Low Risk'),
(97364, 70, 12, '10:46.0', 36.08674097982552, 96.99013437983655, 124, 80, 51, 'Female', 64.43157633140882, 1.7691198798095522, 0.11903221783584345, 44, 20.586581270336573, 94.66666666666667, 'Low Risk'),
(97365, 73, 18, '09:46.0', 36.370713982704785, 95.85126214952524, 126, 79, 20, 'Female', 73.16441607923612, 1.8102694575672256, 0.060517568, 47, 22.326130685205296, 94.66666666666667, 'Low Risk'),
(97366, 74, 15, '08:46.0', 37.314090331953146, 98.49629175423512, 123, 80, 61, 'Female', 84.48141781353705, 1.804232568953822, 0.057833691532031134, 43, 25.952318201365717, 94.33333333333333, 'Low Risk'),
(97367, 74, 13, '07:46.0', 36.53554303957318, 96.48955824407673, 112, 75, 70, 'Female', 69.9342911, 1.7485507797369302, 0.11441893160419422, 37, 22.873555569422777, 87.33333333333333, 'Low Risk'),
(97368, 85, 17, '06:46.0', 36.180140369395275, 99.97409074552228, 119, 76, 56, 'Female', 65.08839384297221, 1.502432011, 0.071769611, 43, 28.834597822251606, 90.33333333333333, 'Low Risk'),
(97369, 64, 16, '05:46.0', 36.261225442231435, 95.86415176, 138, 82, 78, 'Male', 86.14723557, 1.7242511607389928, 0.063912909, 56, 28.976124010434457, 100.66666666666666, 'Low Risk'),
(97370, 77, 13, '04:46.0', 37.436551344236996, 99.25489781055558, 134, 77, 59, 'Male', 51.43701354, 1.9663191736047712, 0.052495863, 57, 13.303555238299916, 96, 'High Risk'),
(97371, 86, 16, '03:46.0', 36.34820887721474, 97.50641924094032, 113, 76, 49, 'Male', 51.679418600871976, 1.9610074289419797, 0.055102705275935505, 37, 13.438758244799105, 88.33333333333333, 'High Risk'),
(97372, 75, 15, '02:46.0', 36.83703239530848, 95.53989235977454, 133, 72, 53, 'Male', 64.96698932304797, 1.5583574207896809, 0.053052312, 61, 26.75214406347636, 92.33333333333333, 'Low Risk'),
(97373, 84, 19, '01:46.0', 36.86267267435719, 97.83472028057068, 134, 70, 59, 'Male', 70.57200421010633, 1.5546300018755959, 0.056371271, 64, 29.199698156574932, 91.33333333333333, 'Low Risk'),
(97374, 96, 12, '00:46.0', 36.536201330288876, 96.52024208, 129, 72, 36, 'Male', 94.57079112912405, 1.8986372546786239, 0.1452874895383066, 57, 26.234514144882215, 91, 'High Risk'),
(97375, 60, 16, '59:46.0', 36.15286272440068, 98.69841663648184, 131, 79, 84, 'Female', 74.12817109474476, 1.8337280035671746, 0.14087368195784117, 52, 22.04516991933471, 96.33333333333333, 'Low Risk'),
(97376, 92, 12, '58:46.0', 36.15033278521565, 97.22580203394202, 115, 75, 68, 'Male', 97.97716677346459, 1.756142242286395, 0.09768367, 40, 31.76914286046507, 88.33333333333333, 'High Risk'),
(97377, 64, 13, '57:46.0', 37.48276087, 97.71209180933307, 136, 71, 25, 'Male', 60.49517407061805, 1.5963367813388236, 0.11478095425817757, 65, 23.739506686956332, 92.66666666666666, 'Low Risk'),
(97378, 95, 19, '56:46.0', 37.33061060285851, 96.28452464902911, 130, 78, 45, 'Male', 82.68611010997239, 1.8382751915453535, 0.14418894900426565, 52, 24.46873452132975, 95.33333333333333, 'High Risk'),
(97379, 80, 15, '55:46.0', 36.46234372497148, 97.55452977178885, 124, 84, 23, 'Male', 50.11747345737434, 1.5057010810152418, 0.075083317, 40, 22.106075280104037, 97.33333333333333, 'Low Risk'),
(97380, 74, 18, '54:46.0', 36.76084010706205, 98.38822838055985, 135, 87, 63, 'Female', 80.67677929138695, 1.9274820774117942, 0.14487261882947572, 48, 21.71540109399719, 103, 'Low Risk'),
(97381, 89, 14, '53:46.0', 36.24131135963189, 99.46422669694687, 120, 89, 27, 'Male', 85.23346574114714, 1.6286060555262027, 0.087538981, 31, 32.13498173802201, 99.33333333333333, 'High Risk'),
(97382, 86, 17, '52:46.0', 36.610744250372804, 98.35580864133692, 139, 82, 70, 'Male', 70.63405007104151, 1.6173273617864234, 0.12203685240094929, 57, 27.003387024206212, 101, 'Low Risk'),
(97383, 95, 17, '51:46.0', 37.30426501472007, 96.07852185, 135, 77, 73, 'Male', 98.75065109226281, 1.8378618306431695, 0.10621652227258091, 58, 29.23575078666858, 96.33333333333333, 'High Risk'),
(97384, 75, 12, '50:46.0', 37.019923484773535, 97.97211486185782, 123, 70, 77, 'Male', 94.87436535868555, 1.651407165991508, 0.092975711, 53, 34.78888856850526, 87.66666666666666, 'High Risk'),
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(97562, 98, 12, '52:46.0', 36.29525346978931, 98.04050853934565, 138, 82, 85, 'Female', 76.57930394184177, 1.8387996793179147, 0.10876691190829499, 56, 22.648663319786433, 100.66666666666666, 'High Risk'),
(97563, 91, 18, '51:46.0', 37.142119702290714, 95.09332880212479, 114, 72, 23, 'Male', 95.56085742749318, 1.7761999651961067, 0.088812832, 42, 30.28979425720409, 86, 'High Risk'),
(97564, 82, 19, '50:46.0', 37.41652801860376, 97.58915852, 121, 73, 28, 'Female', 61.33536657917212, 1.7866823292268403, 0.136171184, 48, 19.213933398286397, 89, 'Low Risk'),
(97565, 87, 15, '49:46.0', 37.33571812351809, 97.61803830928424, 114, 70, 23, 'Male', 92.64776944899444, 1.5803093146565934, 0.11245737017737643, 44, 37.09802316085982, 84.66666666666667, 'High Risk'),
(97566, 68, 17, '48:46.0', 37.398703367495344, 98.50357266, 114, 85, 46, 'Male', 51.8572784, 1.9544645766949114, 0.11021786769163594, 29, 13.57544620436528, 94.66666666666667, 'High Risk'),
(97567, 94, 13, '47:46.0', 36.83541620853515, 95.21593757302406, 131, 78, 80, 'Male', 53.02860178912962, 1.5626254414614769, 0.07418979, 53, 21.717028156693882, 95.66666666666666, 'High Risk'),
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(97569, 73, 12, '45:46.0', 36.96669769137475, 95.85051653, 127, 82, 58, 'Male', 63.31107936511549, 1.9646022552993148, 0.10474870945604087, 45, 16.403270289470882, 97, 'High Risk'),
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(97571, 80, 15, '43:46.0', 36.25214606131889, 97.35800915863038, 132, 74, 26, 'Male', 85.21388504087025, 1.8211888401519603, 0.11395912296093687, 58, 25.692147413260493, 93.33333333333333, 'Low Risk'),
(97572, 80, 14, '42:46.0', 36.88961932750647, 98.64390205, 120, 70, 71, 'Male', 97.95477662, 1.9078342573491571, 0.149168254, 50, 26.911898307275294, 86.66666666666666, 'Low Risk'),
(97573, 99, 12, '41:46.0', 37.06504099766031, 96.17254127, 138, 76, 49, 'Male', 96.12635259780254, 1.8312772856939465, 0.093537612, 62, 28.66383178703933, 96.66666666666666, 'High Risk'),
(97574, 68, 13, '40:46.0', 36.98218580050893, 97.43837638093316, 135, 71, 31, 'Male', 59.63155082791527, 1.6667487766632392, 0.070786159, 64, 21.46524323269246, 92.33333333333333, 'Low Risk'),
(97575, 71, 12, '39:46.0', 36.866775425042746, 96.22294635618995, 110, 78, 52, 'Female', 54.94603168960707, 1.7207938168816328, 0.092645628, 32, 18.55575623148337, 88.66666666666667, 'Low Risk'),
(97576, 62, 12, '38:46.0', 36.26101341177477, 97.10178104232637, 129, 77, 65, 'Female', 51.71004563889453, 1.838156625691112, 0.12571097134412523, 52, 15.304173941511163, 94.33333333333333, 'High Risk'),
(97577, 80, 17, '37:46.0', 36.604691198508085, 95.10448124326328, 119, 70, 27, 'Female', 74.57319892852288, 1.986564394163017, 0.093651223, 49, 18.89633061183463, 86.33333333333333, 'Low Risk'),
(97578, 68, 18, '36:46.0', 36.75989402, 95.68117912536512, 110, 79, 60, 'Female', 95.37812473544696, 1.8021318062849039, 0.099673881, 31, 29.368088209634465, 89.33333333333333, 'Low Risk'),
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(97580, 68, 13, '34:46.0', 36.771537027841845, 98.15114090648486, 112, 80, 57, 'Female', 87.15539915501233, 1.5677867185988035, 0.084510095, 32, 35.45849791394892, 90.66666666666667, 'High Risk'),
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(97582, 93, 18, '32:46.0', 37.00303927270586, 95.19637679474539, 124, 84, 66, 'Female', 76.99797724, 1.6587505758428704, 0.1424979837799073, 40, 27.98447366184203, 97.33333333333333, 'High Risk'),
(97583, 73, 14, '31:46.0', 36.91028344126136, 98.63413212, 132, 83, 60, 'Female', 51.384077359487776, 1.5668717482339032, 0.092014284, 49, 20.92963539830128, 99.33333333333333, 'Low Risk'),
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(97588, 87, 13, '26:46.0', 37.16384621991537, 98.98419322557454, 129, 81, 46, 'Female', 63.33239506281579, 1.7212743015425356, 0.070584748, 48, 21.37596563216875, 97, 'Low Risk'),
(97589, 71, 13, '25:46.0', 36.60253810530486, 97.32479492277834, 132, 78, 89, 'Female', 55.738478783132585, 1.8800246403133714, 0.053043816, 54, 15.76986694589625, 96, 'High Risk'),
(97590, 94, 17, '24:46.0', 36.71023062483983, 99.15209526972872, 126, 86, 39, 'Female', 92.58989930058993, 1.7524703527671117, 0.1037941394186365, 40, 30.148260044031414, 99.33333333333333, 'High Risk'),
(97591, 61, 15, '23:46.0', 37.24453994486052, 95.86859084080227, 124, 85, 33, 'Female', 69.89215647141027, 1.581874396492409, 0.093879535, 39, 27.93086893455637, 98, 'Low Risk'),
(97592, 67, 13, '22:46.0', 36.791733168286775, 99.45722291205169, 110, 84, 74, 'Female', 90.44404769740694, 1.7389244520346894, 0.062383864, 26, 29.910147971014247, 92.66666666666667, 'Low Risk'),
(97593, 64, 14, '21:46.0', 36.93908154673425, 99.86747220160775, 112, 75, 32, 'Male', 52.35158975706851, 1.9205488415505645, 0.063326908, 37, 14.193162071647555, 87.33333333333333, 'High Risk'),
(97594, 95, 19, '20:46.0', 36.74056555527101, 95.64968832964544, 123, 79, 46, 'Male', 58.817639776334644, 1.6499693297367952, 0.055213195, 44, 21.605078584531046, 93.66666666666667, 'High Risk'),
(97595, 75, 14, '19:46.0', 37.37595196519773, 96.03448722172439, 127, 86, 65, 'Male', 54.77548693492455, 1.8723706142322947, 0.068675013, 41, 15.624373563365673, 99.66666666666667, 'High Risk'),
(97596, 72, 18, '18:46.0', 37.05748802896298, 99.57835062, 113, 85, 57, 'Female', 76.43045644716335, 1.8676122419109435, 0.065965006, 28, 21.912555507046232, 94.33333333333333, 'Low Risk'),
(97597, 77, 18, '17:46.0', 36.72165472459505, 95.105758, 121, 86, 42, 'Female', 95.24019759793859, 1.5728402210104955, 0.10693976397201996, 35, 38.49914412184048, 97.66666666666667, 'High Risk'),
(97598, 78, 16, '16:46.0', 36.09569557845452, 95.45726712266195, 134, 79, 88, 'Female', 79.02737314748978, 1.8977190240269044, 0.10414980936555535, 55, 21.94389536548074, 97.33333333333333, 'Low Risk'),
(97599, 63, 18, '15:46.0', 37.36227224150429, 95.51945114, 134, 86, 35, 'Male', 50.08225613688856, 1.9140758694595839, 0.10290266728934747, 48, 13.669907902451174, 102, 'High Risk'),
(97600, 61, 12, '14:46.0', 36.00664041254884, 96.46897389771524, 130, 86, 68, 'Female', 69.25910322751737, 1.9896144724563647, 0.10389909095386513, 44, 17.49600931723228, 100.66666666666667, 'High Risk'),
(97601, 91, 13, '13:46.0', 36.08749989717418, 97.77512861586035, 114, 75, 34, 'Female', 92.58721384464803, 1.5241574726407356, 0.065713832, 39, 39.85578212001222, 88, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(97602, 99, 17, '12:46.0', 37.14729375802581, 99.37728421449063, 130, 74, 73, 'Female', 94.10357626541739, 1.7476504283003576, 0.087839966, 56, 30.810375618044187, 92.66666666666666, 'High Risk'),
(97603, 65, 18, '11:46.0', 36.19985624700785, 97.86955901133507, 117, 70, 78, 'Male', 50.882876759727345, 1.8815310228800874, 0.096054536, 47, 14.37304847115419, 85.66666666666667, 'High Risk'),
(97604, 75, 17, '10:46.0', 37.34939392103854, 95.82305669, 112, 74, 29, 'Female', 78.09849970740338, 1.8174583899177321, 0.088679415, 38, 23.64360731757965, 86.66666666666667, 'Low Risk'),
(97605, 85, 15, '09:46.0', 37.186074022832564, 98.03002608877817, 134, 82, 38, 'Male', 95.57648657936542, 1.7497260758976763, 0.08980227, 52, 31.218421031758144, 99.33333333333333, 'High Risk'),
(97606, 95, 12, '08:46.0', 36.313774983334746, 97.96024603029888, 129, 85, 20, 'Female', 91.69917085853939, 1.8398980966216267, 0.062134917964509984, 44, 27.088057868329102, 99.66666666666667, 'High Risk'),
(97607, 94, 16, '07:46.0', 36.009283025594264, 98.83818565684983, 137, 81, 85, 'Male', 83.52063919860879, 1.7203297203793175, 0.10168639567631838, 56, 28.220871735562188, 99.66666666666666, 'High Risk'),
(97608, 87, 19, '06:46.0', 37.26419939191854, 98.84155926, 134, 85, 57, 'Female', 72.17400216426803, 1.5473970525337992, 0.14842909227807527, 49, 30.142360366009356, 101.33333333333333, 'High Risk'),
(97609, 80, 19, '05:46.0', 36.13068772, 99.84289024255166, 128, 75, 36, 'Male', 52.44001183236511, 1.8054147792725115, 0.050305717, 53, 16.088249560078218, 92.66666666666666, 'High Risk'),
(97610, 62, 12, '04:46.0', 36.395391421931514, 99.30913081522428, 135, 73, 83, 'Female', 77.44108519911076, 1.8008618302654693, 0.075556877, 62, 23.878698048867758, 93.66666666666666, 'Low Risk'),
(97611, 89, 18, '03:46.0', 37.165127402391015, 96.10406017, 110, 76, 44, 'Male', 56.28826332895817, 1.5681741463716747, 0.082227893, 34, 22.889129185434047, 87.33333333333333, 'Low Risk'),
(97612, 72, 14, '02:46.0', 36.815974517115414, 95.89977406528307, 136, 72, 65, 'Female', 70.786663, 1.9870184514924016, 0.090221358, 64, 17.92865207874332, 93.33333333333333, 'High Risk'),
(97613, 85, 17, '01:46.0', 36.27607088395114, 97.10919675817823, 110, 88, 89, 'Female', 64.53351295870434, 1.7217169266084786, 0.10122991167314992, 22, 21.770169419202436, 95.33333333333333, 'Low Risk'),
(97614, 94, 15, '00:46.0', 37.425139628223334, 99.16889831677352, 124, 71, 21, 'Male', 90.59200115054072, 1.9506948114294034, 0.079394365, 53, 23.80735761287449, 88.66666666666666, 'High Risk'),
(97615, 75, 13, '59:46.0', 36.49017884727729, 97.30183154558817, 122, 82, 76, 'Female', 68.25503286423948, 1.5571849645109592, 0.11254034328270603, 40, 28.148436476295867, 95.33333333333333, 'Low Risk'),
(97616, 65, 18, '58:46.0', 36.482751406114446, 95.61145572706579, 119, 85, 22, 'Female', 93.50889157722267, 1.9711346020987204, 0.1288769976006841, 34, 24.066910641373582, 96.33333333333333, 'Low Risk'),
(97617, 99, 12, '57:46.0', 36.826782510164925, 95.63543025032165, 139, 87, 51, 'Male', 50.81225533, 1.737371979365279, 0.065685994, 52, 16.83382647295158, 104.33333333333333, 'High Risk'),
(97618, 74, 19, '56:46.0', 37.44582022977817, 95.25873874672874, 134, 77, 29, 'Male', 70.80709825482018, 1.5838938357594812, 0.10330134665893276, 57, 28.22439618736676, 96, 'Low Risk'),
(97619, 60, 16, '55:46.0', 36.74019121697589, 95.02628060757793, 126, 80, 52, 'Male', 53.947447200736654, 1.5284664696750583, 0.14857861269856298, 46, 23.091868024972616, 95.33333333333333, 'Low Risk'),
(97620, 89, 15, '54:46.0', 36.63197726847769, 98.84882028005842, 122, 74, 67, 'Male', 61.258520855972094, 1.610522949447433, 0.1148656054627531, 48, 23.617431838792537, 90, 'Low Risk'),
(97621, 73, 18, '53:46.0', 36.64247147457024, 96.38215091, 122, 88, 46, 'Female', 63.98559050393146, 1.900260986243954, 0.070075322, 34, 17.71967198132017, 99.33333333333333, 'High Risk'),
(97622, 88, 13, '52:46.0', 37.25969758753079, 97.50847372276311, 137, 73, 60, 'Male', 89.87153670598255, 1.7688660190033534, 0.10048441889932316, 64, 28.723164787266995, 94.33333333333333, 'Low Risk'),
(97623, 76, 16, '51:46.0', 36.53870236068879, 97.46906212177433, 121, 87, 83, 'Female', 74.41335504, 1.9089988369102948, 0.11154840522302545, 34, 20.419239271760254, 98.33333333333333, 'Low Risk'),
(97624, 83, 13, '50:46.0', 36.403623403954164, 99.24586485853582, 118, 87, 49, 'Female', 76.73571090935427, 1.6655206394165007, 0.14620969870784825, 31, 27.662885752975136, 97.33333333333333, 'Low Risk'),
(97625, 86, 19, '49:46.0', 36.173114629073574, 95.74206504981017, 133, 74, 35, 'Female', 67.04596000969825, 1.731200374967803, 0.1421401777755808, 59, 22.370615775934052, 93.66666666666666, 'Low Risk'),
(97626, 83, 13, '48:46.0', 36.611459597326125, 99.79481098103267, 117, 89, 79, 'Female', 65.09615369481092, 1.6407825960006341, 0.056238069086720736, 28, 24.179830205129768, 98.33333333333333, 'Low Risk'),
(97627, 73, 17, '47:46.0', 36.92576000584454, 96.61005406614142, 128, 78, 59, 'Female', 91.98529482, 1.9404690196118466, 0.11944243035930861, 50, 24.428959963777164, 94.66666666666666, 'Low Risk'),
(97628, 91, 14, '46:46.0', 36.31072836436482, 99.04610050517633, 127, 81, 45, 'Female', 66.85503492192888, 1.548619170667256, 0.085942175, 46, 27.876924421070697, 96.33333333333333, 'High Risk'),
(97629, 63, 17, '45:46.0', 36.87066040491542, 99.52703650295523, 134, 74, 62, 'Female', 76.68490558982677, 1.8242630372290811, 0.10927390559146355, 60, 23.042785119273262, 94, 'Low Risk'),
(97630, 79, 17, '44:46.0', 37.02033039328475, 98.78289872838577, 135, 82, 37, 'Female', 70.82540062368298, 1.7026990859660665, 0.063938726, 53, 24.42942437980219, 99.66666666666666, 'Low Risk'),
(97631, 83, 13, '43:46.0', 37.45768534735278, 96.05117086985821, 114, 89, 80, 'Female', 70.28817357774498, 1.9527482061673012, 0.12240655897337166, 25, 18.432734317128745, 97.33333333333333, 'High Risk'),
(97632, 84, 15, '42:46.0', 36.98058425, 98.67117937135275, 136, 79, 78, 'Female', 86.67973681155225, 1.8408289592714322, 0.099600388, 57, 25.579420905299212, 98, 'Low Risk'),
(97633, 91, 13, '41:46.0', 36.910757516448996, 98.84634550923153, 124, 89, 78, 'Male', 67.21481198062851, 1.7887389655824744, 0.081507903, 35, 21.007339432600446, 100.66666666666667, 'High Risk'),
(97634, 65, 14, '40:46.0', 36.47687781456822, 96.27863555887996, 120, 89, 40, 'Female', 81.35730842808105, 1.952182760653261, 0.085484495, 31, 21.347922901553396, 99.33333333333333, 'Low Risk'),
(97635, 81, 17, '39:46.0', 36.41711103583426, 97.18643620283946, 124, 73, 70, 'Male', 87.26863810410575, 1.9856739875116522, 0.054690651, 51, 22.133103016422393, 90, 'Low Risk'),
(97636, 87, 19, '38:46.0', 36.348501956034205, 95.05474597249507, 113, 78, 64, 'Male', 94.70167125524773, 1.9860054992102398, 0.10128745564763306, 35, 24.01025375053284, 89.66666666666667, 'Low Risk'),
(97637, 81, 14, '37:46.0', 36.78696057867416, 95.56908410495632, 132, 84, 53, 'Male', 79.35809941427826, 1.8272502180060703, 0.10359961937972337, 48, 23.768140902907152, 100, 'Low Risk'),
(97638, 64, 16, '36:46.0', 37.184063572261906, 98.21473061796199, 134, 82, 25, 'Male', 77.06204766184571, 1.8447027208496993, 0.11099708464478518, 52, 22.645805246586473, 99.33333333333333, 'Low Risk'),
(97639, 75, 15, '35:46.0', 37.12626827740959, 97.90895794294133, 128, 78, 82, 'Male', 60.24326071886497, 1.686358812037665, 0.053254016, 50, 21.184025847503193, 94.66666666666666, 'Low Risk'),
(97640, 91, 17, '34:46.0', 37.03086167367242, 98.50977844057668, 125, 80, 22, 'Male', 61.487080646337304, 1.7159414011023286, 0.092509405, 45, 20.882330652454712, 95, 'High Risk'),
(97641, 79, 17, '33:46.0', 36.775740611766444, 96.68819203714413, 127, 88, 21, 'Male', 84.14111084061886, 1.7399514496819766, 0.10326956866229048, 39, 27.79290742791249, 101, 'Low Risk'),
(97642, 87, 16, '32:46.0', 36.465427863672566, 96.13384309254086, 138, 86, 37, 'Female', 95.74818145173671, 1.715673851518623, 0.1251084400009641, 52, 32.52827774982405, 103.33333333333333, 'High Risk'),
(97643, 74, 17, '31:46.0', 36.97768982454748, 99.99665467382657, 138, 81, 26, 'Male', 90.25722106261026, 1.8040434995425663, 0.0628508, 57, 27.73243141204431, 100, 'Low Risk'),
(97644, 72, 12, '30:46.0', 36.84832394783385, 98.16602213385372, 132, 89, 65, 'Female', 58.15558860180684, 1.9300153184864792, 0.083025832, 43, 15.612409848955693, 103.33333333333333, 'High Risk'),
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(97821, 64, 17, '33:46.0', 36.40094593, 98.69641098268278, 122, 73, 48, 'Male', 86.85528474615327, 1.6448844515562722, 0.062672002, 49, 32.101509722590556, 89.33333333333333, 'High Risk'),
(97822, 65, 19, '32:46.0', 36.64941223692643, 95.52073669995751, 112, 74, 31, 'Female', 73.30881159392095, 1.7634364339235697, 0.1259942386840244, 38, 23.574178110046795, 86.66666666666667, 'Low Risk'),
(97823, 87, 13, '31:46.0', 36.353981850694446, 97.22559093, 128, 87, 71, 'Female', 74.29815522064243, 1.8187658983660595, 0.073430599, 41, 22.460758863751174, 100.66666666666667, 'Low Risk'),
(97824, 89, 19, '30:46.0', 36.225232354873334, 99.79740464597279, 115, 81, 21, 'Male', 84.13189696260241, 1.8222748643035453, 0.11868201242740951, 34, 25.335700226656126, 92.33333333333333, 'Low Risk'),
(97825, 67, 19, '29:46.0', 36.12552271064924, 98.54886720389388, 127, 80, 86, 'Female', 51.29770558665626, 1.8157244657345142, 0.1152164219169323, 47, 15.559586444332624, 95.66666666666667, 'High Risk'),
(97826, 65, 13, '28:46.0', 37.42623057267859, 98.26400111902142, 115, 81, 60, 'Male', 87.25972484, 1.5993660264954506, 0.095289453, 34, 34.11285796886277, 92.33333333333333, 'High Risk'),
(97827, 76, 17, '27:46.0', 37.02309230215717, 96.63990747553214, 128, 74, 55, 'Male', 83.0896885, 1.5701169374486237, 0.10203684370313226, 54, 33.70413097392018, 92, 'High Risk'),
(97828, 82, 16, '26:46.0', 36.92405032, 95.36738480441778, 128, 87, 36, 'Female', 90.11739554574827, 1.7549543605426705, 0.1437427108559665, 41, 29.26017899348368, 100.66666666666667, 'Low Risk'),
(97829, 87, 12, '25:46.0', 37.13899070804161, 98.93408097816854, 134, 83, 58, 'Female', 73.84022552236385, 1.8603263849687866, 0.12664185841180817, 51, 21.336084517866887, 100, 'Low Risk'),
(97830, 89, 12, '24:46.0', 36.242636533690934, 95.38772941011206, 117, 72, 43, 'Male', 66.04632776974292, 1.9486903111878258, 0.14065436077921178, 45, 17.39254051753691, 87, 'High Risk'),
(97831, 63, 17, '23:46.0', 36.21874286354789, 96.36765478439408, 132, 75, 27, 'Male', 67.32535875400869, 1.8032785449933995, 0.057962576, 57, 20.703942132509226, 94, 'Low Risk'),
(97832, 86, 17, '22:46.0', 36.27832354339094, 95.09526684602524, 136, 70, 24, 'Male', 53.55401185222314, 1.815461243801542, 0.12276342411387654, 66, 16.248678517471898, 92, 'High Risk'),
(97833, 88, 13, '21:46.0', 36.55513290311027, 96.91131949063889, 129, 80, 19, 'Female', 64.44740657901002, 1.7064193948907926, 0.052620907553316776, 49, 22.13267406486413, 96.33333333333333, 'Low Risk'),
(97834, 70, 18, '20:46.0', 36.755547746170336, 95.22806117402081, 133, 76, 79, 'Female', 95.78187828673333, 1.5127108662840527, 0.13525470504536624, 57, 41.85732750309571, 95, 'High Risk'),
(97835, 83, 12, '19:46.0', 36.296543818838344, 99.80063706935569, 117, 78, 39, 'Female', 70.44510369, 1.6457166862095725, 0.10181619706679579, 39, 26.010018889809352, 91, 'Low Risk'),
(97836, 85, 17, '18:46.0', 36.94678346673528, 96.68078716396066, 128, 85, 77, 'Male', 75.58434628737376, 1.738857331207416, 0.095434551, 43, 24.997924950895786, 99.33333333333333, 'Low Risk'),
(97837, 80, 15, '17:46.0', 37.431245577003175, 96.20538418, 127, 76, 65, 'Female', 71.83469851982825, 1.8582713441599754, 0.062371406054679904, 51, 20.80252314031986, 93, 'Low Risk'),
(97838, 86, 15, '16:46.0', 36.05683836769703, 96.99655555, 139, 79, 27, 'Male', 73.76756522488274, 1.8745263421653706, 0.068884199, 60, 20.99337935922194, 99, 'Low Risk'),
(97839, 94, 12, '15:46.0', 37.219415891546994, 99.08369149759719, 111, 76, 73, 'Male', 84.11771760372582, 1.771651960473456, 0.10174689895437505, 35, 26.799745017402287, 87.66666666666667, 'High Risk'),
(97840, 73, 13, '14:46.0', 37.46253775331406, 99.42695198792202, 133, 82, 40, 'Female', 93.38785990975471, 1.9049085276538262, 0.144538922, 51, 25.736066563796495, 99, 'Low Risk'),
(97841, 90, 12, '13:46.0', 36.281963284926334, 95.25936102155228, 129, 89, 37, 'Male', 50.902449093273674, 1.7793788922705103, 0.134020005, 40, 16.07688144912489, 102.33333333333333, 'High Risk'),
(97842, 72, 17, '12:46.0', 36.10153413864625, 97.67823867078936, 131, 81, 65, 'Male', 64.32002410957207, 1.9602017190771768, 0.10486890538882193, 50, 16.739584233124734, 97.66666666666666, 'High Risk'),
(97843, 66, 17, '11:46.0', 37.10678155192007, 95.27581094671554, 130, 78, 34, 'Female', 88.24211936355626, 1.670391720257764, 0.093249286, 52, 31.62563636080935, 95.33333333333333, 'High Risk'),
(97844, 75, 19, '10:46.0', 37.44512497401212, 96.87516706254397, 121, 88, 53, 'Female', 70.61903596618814, 1.7301982195203167, 0.13292797742064366, 33, 23.59011527464798, 99, 'Low Risk'),
(97845, 82, 13, '09:46.0', 36.157546513937156, 96.79099265, 127, 80, 33, 'Female', 96.30476469003968, 1.5158430551124167, 0.055482633144957896, 47, 41.912088041508966, 95.66666666666667, 'High Risk'),
(97846, 81, 18, '08:46.0', 37.14263238, 97.07840510721074, 132, 80, 32, 'Female', 90.56908544569326, 1.9684266765815737, 0.072009941, 52, 23.37445524555354, 97.33333333333333, 'Low Risk'),
(97847, 93, 14, '07:46.0', 36.602533591747246, 98.40184851212325, 122, 87, 49, 'Female', 55.77708751233091, 1.6802268804920584, 0.050237382846375404, 35, 19.756953445703495, 98.66666666666667, 'High Risk'),
(97848, 76, 18, '06:46.0', 36.64594263137454, 95.99790000799489, 113, 74, 54, 'Female', 98.25239329354508, 1.7701224430041056, 0.0638898, 39, 31.357145495890222, 87, 'High Risk'),
(97849, 82, 18, '05:46.0', 36.94429816910119, 98.32859313477734, 111, 81, 69, 'Male', 50.73210865, 1.6874795660359894, 0.132537969, 30, 17.81582215508436, 91, 'High Risk'),
(97850, 95, 18, '04:46.0', 36.70678178945854, 97.59362023670452, 133, 81, 88, 'Male', 87.00004912487718, 1.643015202307414, 0.095422482, 52, 32.228221079066664, 98.33333333333333, 'High Risk'),
(97851, 60, 12, '03:46.0', 36.502503978674845, 96.59609189687906, 125, 89, 56, 'Male', 85.11504594, 1.8170643927438963, 0.11188353257224107, 36, 25.778978354090935, 101, 'Low Risk'),
(97852, 61, 18, '02:46.0', 37.43355416493307, 99.32321181586778, 123, 82, 71, 'Female', 67.18106161205966, 1.807709423913289, 0.077822622, 41, 20.558414506645107, 95.66666666666667, 'Low Risk'),
(97853, 84, 12, '01:46.0', 37.144345623394955, 98.36583243348026, 115, 78, 79, 'Male', 74.35480327221558, 1.539381426362147, 0.11657210774624861, 37, 31.37737040217053, 90.33333333333333, 'High Risk'),
(97854, 60, 13, '00:46.0', 37.42448698416687, 95.67577464443919, 112, 84, 50, 'Female', 62.87017271509628, 1.9384507564228777, 0.077339553, 28, 16.731508860001547, 93.33333333333333, 'High Risk'),
(97855, 63, 12, '59:46.0', 36.92918972019755, 96.61410462774376, 120, 80, 40, 'Female', 84.38596807540344, 1.8866317762239837, 0.073459348, 40, 23.708056150252357, 93.33333333333333, 'Low Risk'),
(97856, 96, 12, '58:46.0', 37.19920039274364, 96.39127808204381, 112, 80, 26, 'Female', 51.14657348818737, 1.8402532745998084, 0.054341027, 32, 15.102934729762936, 90.66666666666667, 'High Risk'),
(97857, 94, 19, '57:46.0', 36.82811677521448, 99.70869371571176, 138, 71, 18, 'Female', 87.41296280623567, 1.824191480096852, 0.13205222439507847, 67, 26.268483090422016, 93.33333333333333, 'High Risk'),
(97858, 97, 19, '56:46.0', 36.81554590840364, 96.68542632392929, 136, 71, 55, 'Male', 60.64793864, 1.610923700016876, 0.056755680955408595, 65, 23.370397668015382, 92.66666666666666, 'High Risk'),
(97859, 88, 13, '55:46.0', 37.46445512622031, 95.96241706119142, 122, 80, 55, 'Male', 82.48407845342459, 1.9652773373213859, 0.082994313, 42, 21.356124030425164, 94, 'Low Risk'),
(97860, 89, 19, '54:46.0', 37.22358584, 96.02541823187731, 127, 84, 45, 'Male', 56.90264118467982, 1.9400560007527752, 0.10288057750768287, 43, 15.118332495968115, 98.33333333333333, 'High Risk'),
(97861, 96, 19, '53:46.0', 36.345547654992664, 95.08680057191978, 116, 86, 75, 'Female', 88.51473607498824, 1.5353615055061338, 0.10885747556113215, 30, 37.54864618527584, 96, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(97863, 79, 19, '51:46.0', 36.85200238227243, 98.42875524497535, 136, 78, 40, 'Male', 67.86718971865471, 1.5779494829941783, 0.096648782, 58, 27.25672516843566, 97.33333333333333, 'Low Risk'),
(97864, 83, 13, '50:46.0', 37.43626452262457, 96.41827158885134, 139, 79, 37, 'Female', 91.21472458687984, 1.6943883511675268, 0.059110915487172136, 60, 31.771596409206765, 99, 'High Risk'),
(97865, 84, 19, '49:46.0', 37.22894517511178, 97.13478176905403, 125, 75, 65, 'Male', 61.61618806542556, 1.8934764332714449, 0.074192421, 50, 17.18600835360228, 91.66666666666666, 'High Risk'),
(97866, 88, 19, '48:46.0', 37.328651570325334, 98.05662059247244, 122, 79, 63, 'Female', 77.75844679747661, 1.929112079191882, 0.073106036, 43, 20.894532392250195, 93.33333333333333, 'Low Risk'),
(97867, 78, 13, '47:46.0', 37.49642117368142, 98.80960525, 125, 80, 32, 'Male', 74.95534302264203, 1.9436889857724606, 0.088997224, 45, 19.840337183372597, 95, 'Low Risk'),
(97868, 63, 13, '46:46.0', 36.08210479435526, 95.54793608439292, 118, 83, 24, 'Male', 68.4228248, 1.5619789826210693, 0.14385992198791475, 35, 28.04468898677349, 94.66666666666667, 'Low Risk'),
(97869, 92, 16, '45:46.0', 37.04393748511095, 98.95074582, 125, 71, 39, 'Male', 52.934203756622054, 1.764832011346869, 0.05535511, 54, 16.99533148, 89, 'High Risk'),
(97870, 88, 18, '44:46.0', 36.14796349756886, 99.39882456960387, 135, 84, 18, 'Male', 90.03370605, 1.6014196243027246, 0.14085135162105883, 51, 35.10709019, 101, 'High Risk'),
(97871, 85, 17, '43:46.0', 36.09791550349111, 99.51554909593389, 117, 89, 70, 'Male', 78.53507177414654, 1.7853103000219401, 0.090627248, 28, 24.639745844646065, 98.33333333333333, 'Low Risk'),
(97872, 71, 16, '42:46.0', 36.31821700953959, 96.25010412092026, 135, 73, 34, 'Male', 54.7399474, 1.5403055512652428, 0.13048467173463874, 62, 23.072285363938857, 93.66666666666666, 'Low Risk'),
(97873, 60, 16, '41:46.0', 36.00916034959365, 96.64584582, 120, 83, 60, 'Female', 93.75127444258355, 1.9439408372728721, 0.088879025, 37, 24.80910479596766, 95.33333333333333, 'Low Risk'),
(97874, 91, 15, '40:46.0', 36.33558259006038, 95.17532452698075, 133, 73, 68, 'Male', 79.29002895507698, 1.9314081584763028, 0.10959714578895835, 60, 21.255457313005312, 93, 'High Risk'),
(97875, 86, 15, '39:46.0', 36.021013128931344, 95.91421351209853, 123, 87, 30, 'Male', 87.09493492453208, 1.7140521993488091, 0.086550592, 36, 29.644546546915464, 99, 'Low Risk'),
(97876, 66, 15, '38:46.0', 37.16130850163986, 98.22504670518836, 136, 74, 63, 'Female', 88.01185256, 1.8274803083822995, 0.11555158757056747, 62, 26.353345181775996, 94.66666666666666, 'Low Risk'),
(97877, 86, 12, '37:46.0', 37.37664519940622, 96.38778916967932, 136, 76, 47, 'Female', 51.88037974095207, 1.689712255104228, 0.11506548244121398, 60, 18.170950211225026, 96, 'High Risk'),
(97878, 68, 15, '36:46.0', 36.22207774101719, 95.53839811649065, 116, 77, 65, 'Female', 93.0110966, 1.9669794009653978, 0.10901578599595876, 39, 24.04003751544349, 90, 'Low Risk'),
(97879, 87, 18, '35:46.0', 36.84934023354531, 96.32944664062556, 135, 75, 24, 'Male', 77.24853336917712, 1.617573301083263, 0.053467476, 60, 29.523123457613945, 95, 'Low Risk'),
(97880, 83, 15, '34:46.0', 37.42174792258837, 99.34070467766068, 128, 80, 63, 'Female', 58.558704178367776, 1.806791495873585, 0.1318887137470796, 48, 17.938056280629002, 96, 'High Risk'),
(97881, 86, 18, '33:46.0', 36.86675599401005, 96.58291510985954, 131, 79, 73, 'Female', 94.04405061504988, 1.6461947547076365, 0.053126865620654065, 52, 34.70315016, 96.33333333333333, 'High Risk'),
(97882, 87, 19, '32:46.0', 36.96364063717847, 99.50702506639156, 126, 86, 42, 'Male', 50.43180087770194, 1.6206892162116733, 0.093812672, 40, 19.20016637084531, 99.33333333333333, 'Low Risk'),
(97883, 65, 13, '31:46.0', 36.882377243358604, 99.91625016252785, 119, 84, 30, 'Male', 64.96747465339263, 1.6517041784662996, 0.086939418, 35, 23.813950728977435, 95.66666666666667, 'Low Risk'),
(97884, 96, 13, '30:46.0', 37.337276173397996, 99.42286702878575, 117, 77, 64, 'Female', 77.98909429, 1.5034675646373163, 0.10084802892705075, 40, 34.50211754, 90.33333333333333, 'High Risk'),
(97885, 84, 15, '29:46.0', 36.84781154086441, 95.13793491871236, 123, 84, 46, 'Female', 52.562657319107366, 1.8422248696351549, 0.082776385, 39, 15.48788200193807, 97, 'High Risk'),
(97886, 73, 19, '28:46.0', 36.03934626377155, 95.44544701067503, 124, 71, 75, 'Female', 71.40391209704211, 1.5697573274130452, 0.14375554459850753, 53, 28.97723672802621, 88.66666666666666, 'Low Risk'),
(97887, 72, 17, '27:46.0', 36.166695517345445, 99.19291510229644, 137, 70, 56, 'Female', 84.50370643619588, 1.7690310136052727, 0.051460872, 67, 27.002555321735265, 92.33333333333333, 'Low Risk'),
(97888, 70, 15, '26:46.0', 36.17297808499709, 96.37812724230247, 118, 76, 34, 'Male', 79.00025190773135, 1.6300214069234844, 0.12544266923285008, 42, 29.73321424029974, 90, 'Low Risk'),
(97889, 69, 16, '25:46.0', 37.19608386811744, 97.30042032065302, 121, 81, 54, 'Male', 96.70484406476528, 1.7824477234121288, 0.1125090853105327, 40, 30.43789580294976, 94.33333333333333, 'High Risk'),
(97890, 83, 17, '24:46.0', 37.38185816198903, 97.43371152379557, 126, 83, 40, 'Female', 54.57314557, 1.6385325246152689, 0.12196894209389178, 43, 20.326792511191957, 97.33333333333333, 'Low Risk'),
(97891, 85, 12, '23:46.0', 36.166546405889086, 98.69545696994366, 124, 89, 77, 'Male', 62.20053382866445, 1.7868106796351855, 0.071511048, 35, 19.482156732046356, 100.66666666666667, 'Low Risk'),
(97892, 61, 16, '22:46.0', 37.03301147, 97.79737478884805, 119, 75, 60, 'Male', 83.70988622134054, 1.8322946610721924, 0.09103487, 44, 24.93366495207359, 89.66666666666667, 'Low Risk'),
(97893, 69, 12, '21:46.0', 36.595086027702294, 98.36412025191288, 119, 77, 42, 'Male', 66.54309380794265, 1.6965147212258567, 0.076474201, 42, 23.119994357264947, 91, 'Low Risk'),
(97894, 64, 16, '20:46.0', 36.896233008691695, 97.78536798274324, 138, 86, 36, 'Female', 77.65484839446145, 1.6263254147282435, 0.1290380493972851, 52, 29.359839596650335, 103.33333333333333, 'Low Risk'),
(97895, 66, 15, '19:46.0', 36.868790942092964, 98.14826107463539, 137, 85, 45, 'Female', 70.06810865, 1.9565779328960515, 0.12809227106555804, 52, 18.303160693196848, 102.33333333333333, 'High Risk'),
(97896, 93, 19, '18:46.0', 36.72724735046783, 97.82499208526752, 121, 72, 21, 'Female', 97.91002198039433, 1.5092132550794617, 0.13640548926653429, 49, 42.985890331458705, 88.33333333333333, 'High Risk'),
(97897, 70, 16, '17:46.0', 37.06938531890599, 96.11484088, 138, 81, 46, 'Female', 78.7343774, 1.6523579587605723, 0.12987098939608827, 57, 28.837401518855458, 100, 'Low Risk'),
(97898, 75, 14, '16:46.0', 36.24930524591773, 95.70861999641758, 137, 84, 86, 'Female', 72.47720364129121, 1.892744500979279, 0.075775773, 53, 20.231004309365197, 101.66666666666666, 'Low Risk'),
(97899, 74, 12, '15:46.0', 36.55321272, 98.30649994873444, 114, 86, 83, 'Male', 70.31971942872977, 1.795510926061695, 0.14758020287640033, 28, 21.81227802969562, 95.33333333333333, 'Low Risk'),
(97900, 96, 16, '14:46.0', 36.37232074, 96.94040061783812, 131, 84, 24, 'Female', 73.62172294538267, 1.7236057175372947, 0.14026323611862881, 47, 24.78164462336147, 99.66666666666667, 'High Risk'),
(97901, 74, 18, '13:46.0', 36.382044276383496, 96.58309160063143, 113, 70, 55, 'Male', 53.337609396243266, 1.8830919441485425, 0.071043002, 43, 15.041477405971019, 84.33333333333333, 'High Risk'),
(97902, 87, 12, '12:46.0', 36.66742980817545, 99.17587531965371, 138, 81, 69, 'Female', 59.77184671184916, 1.675464204541358, 0.14754308034596547, 57, 21.29248580754043, 100, 'Low Risk'),
(97903, 81, 17, '11:46.0', 36.31483976694393, 99.90237266, 116, 78, 85, 'Female', 54.947864054416954, 1.856076665525604, 0.10216128103139997, 38, 15.949937785827272, 90.66666666666667, 'High Risk'),
(97904, 82, 12, '10:46.0', 37.26844216576457, 97.56536434165751, 137, 77, 51, 'Male', 56.54096370702044, 1.6234494554077685, 0.1185054189254291, 60, 21.45288293415939, 97, 'Low Risk'),
(97905, 89, 13, '09:46.0', 37.345563807441984, 96.01047031559398, 112, 72, 37, 'Male', 57.65625708705179, 1.793008643940968, 0.09631895, 40, 17.934186388426344, 85.33333333333333, 'High Risk'),
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(98083, 65, 12, '11:46.0', 37.21134542142903, 95.70757884266547, 129, 80, 25, 'Male', 90.06469712075626, 1.9020408106309146, 0.082931758, 49, 24.895160516174876, 96.33333333333333, 'Low Risk'),
(98084, 63, 12, '10:46.0', 37.13580129659959, 97.1911255, 127, 82, 87, 'Male', 65.15114957934992, 1.5899838103775406, 0.12433924388653073, 45, 25.771320896125125, 97, 'Low Risk'),
(98085, 76, 17, '09:46.0', 37.22027983077326, 99.92879262362378, 121, 81, 40, 'Female', 73.37930533, 1.877761044945792, 0.12346065501154273, 40, 20.810999830719926, 94.33333333333333, 'Low Risk'),
(98086, 88, 17, '08:46.0', 37.22593526166333, 96.05414439011601, 119, 80, 81, 'Female', 74.44106161936723, 1.8403044102585773, 0.065181175, 39, 21.980280192205882, 93, 'Low Risk'),
(98087, 88, 13, '07:46.0', 36.91087259776406, 97.66785079339061, 112, 82, 45, 'Female', 90.32640310291964, 1.6318928538121542, 0.1330488600125237, 30, 33.918093673470324, 92, 'High Risk'),
(98088, 86, 15, '06:46.0', 36.234058481143926, 95.79376450307701, 132, 78, 85, 'Male', 99.82339046834232, 1.985999824925464, 0.1302073877433383, 54, 25.308936997065192, 96, 'Low Risk'),
(98089, 94, 12, '05:46.0', 36.902200372093375, 97.64007432, 133, 89, 46, 'Male', 52.94852965866925, 1.731353997004414, 0.10849707082858626, 44, 17.66371938907751, 103.66666666666667, 'High Risk'),
(98090, 61, 13, '04:46.0', 37.429513046846075, 97.28988282267512, 126, 85, 85, 'Female', 70.13728506270773, 1.7108004090331423, 0.065948555, 41, 23.963500581514932, 98.66666666666667, 'Low Risk'),
(98091, 79, 16, '03:46.0', 36.58638120154081, 98.48028179262103, 137, 87, 39, 'Male', 63.90625766514392, 1.644799377586854, 0.069813865, 50, 23.622046504656723, 103.66666666666666, 'Low Risk'),
(98092, 86, 14, '02:46.0', 37.02990593204144, 99.13854565205529, 110, 83, 42, 'Female', 65.71638411072655, 1.6335717440882522, 0.056271478, 27, 24.626190446829284, 92, 'Low Risk'),
(98093, 95, 17, '01:46.0', 36.80516271001052, 99.73489539878324, 137, 86, 31, 'Female', 58.774099157062814, 1.9663631968570254, 0.092300872, 51, 15.200522162003837, 103, 'High Risk'),
(98094, 98, 12, '00:46.0', 36.13454485, 97.58962450697322, 120, 70, 52, 'Female', 84.45380252247097, 1.5729303019257834, 0.10437366765291164, 50, 34.135026970480695, 86.66666666666666, 'High Risk'),
(98095, 64, 17, '59:46.0', 37.19427334542543, 98.84888449936842, 117, 78, 49, 'Male', 70.81245336920574, 1.7418391972635514, 0.096267291, 39, 23.33960610828949, 91, 'Low Risk'),
(98096, 70, 12, '58:46.0', 36.36919455986897, 99.69120550865532, 115, 78, 65, 'Male', 67.54173415538187, 1.961003867777716, 0.14890481181794474, 37, 17.56367153484146, 90.33333333333333, 'High Risk'),
(98097, 88, 13, '57:46.0', 36.544295021597236, 96.96873755320614, 111, 85, 84, 'Female', 92.67402963374096, 1.5667273936376058, 0.061392748, 26, 37.75471301415307, 93.66666666666667, 'High Risk'),
(98098, 61, 14, '56:46.0', 36.03154359975451, 98.08328378269445, 115, 84, 80, 'Male', 56.24859160296311, 1.7243269131522605, 0.0674006, 31, 18.91787882461947, 94.33333333333333, 'Low Risk'),
(98099, 82, 14, '55:46.0', 36.74049271985046, 97.44415239538476, 139, 71, 49, 'Female', 53.316776237743774, 1.977737637323756, 0.080335309, 68, 13.630962571985549, 93.66666666666666, 'High Risk'),
(98100, 64, 15, '54:46.0', 37.17603709593177, 95.45545831496189, 129, 83, 52, 'Female', 93.81579944607091, 1.6536895770915074, 0.12229403264790532, 46, 34.30583586968425, 98.33333333333333, 'High Risk'),
(98101, 71, 18, '53:46.0', 37.430813097654585, 97.2631141, 119, 76, 48, 'Male', 59.86169191740763, 1.962743417, 0.1467516905921066, 43, 15.538959281089578, 90.33333333333333, 'High Risk'),
(98102, 68, 14, '52:46.0', 36.70002020011081, 98.59469312295323, 139, 81, 77, 'Male', 98.60634596, 1.8790316372391977, 0.06161773, 58, 27.927797109902198, 100.33333333333333, 'Low Risk'),
(98103, 87, 19, '51:46.0', 37.07006118919703, 99.42581112491933, 128, 81, 21, 'Female', 60.39001427073785, 1.7079926040587823, 0.11628707628021036, 47, 20.701087482298096, 96.66666666666667, 'Low Risk'),
(98104, 74, 14, '50:46.0', 36.33570251588066, 97.57402862, 136, 81, 21, 'Male', 85.88219376949733, 1.8720881132382092, 0.10692663699280308, 55, 24.50476590347318, 99.33333333333333, 'Low Risk'),
(98105, 67, 14, '49:46.0', 36.03935590372046, 96.95752972303836, 118, 76, 22, 'Female', 92.34192930587565, 1.7958649068391608, 0.081868697, 42, 28.63199543646724, 90, 'Low Risk'),
(98106, 72, 14, '48:46.0', 37.33650871, 99.43195749, 134, 75, 57, 'Male', 72.93128659299717, 1.7474933154826786, 0.066618524, 59, 23.88266730459282, 94.66666666666666, 'Low Risk'),
(98107, 84, 15, '47:46.0', 37.44243980235755, 99.42432118, 124, 78, 63, 'Male', 59.92277149104576, 1.7662270465579164, 0.09883599, 46, 19.208737864582332, 93.33333333333333, 'Low Risk'),
(98108, 63, 12, '46:46.0', 36.67233520554573, 97.44723265619523, 137, 78, 31, 'Female', 62.37881196970564, 1.8884306246557878, 0.074126125, 59, 17.491821211306938, 97.66666666666666, 'High Risk'),
(98109, 72, 16, '45:46.0', 37.305159675603186, 96.12350690170037, 110, 81, 64, 'Female', 50.117160605252856, 1.6573333892740663, 0.10933400060700202, 29, 18.245959149110387, 90.66666666666667, 'High Risk'),
(98110, 61, 15, '44:46.0', 36.514378345716956, 97.13520573402016, 120, 79, 24, 'Female', 77.01026251043578, 1.988724482865607, 0.077101995, 41, 19.471497947999897, 92.66666666666667, 'Low Risk'),
(98111, 77, 13, '43:46.0', 36.493178501138075, 97.29774306, 121, 82, 27, 'Male', 58.61962341720999, 1.8697320387825762, 0.095804817, 39, 16.768116560277328, 95, 'High Risk'),
(98112, 69, 12, '42:46.0', 36.74153405888467, 95.40381761068056, 119, 71, 24, 'Male', 72.44060879231593, 1.9190121944243397, 0.10198439715965535, 48, 19.671008339824414, 87, 'Low Risk'),
(98113, 73, 16, '41:46.0', 36.96473706384571, 98.41237251105649, 133, 82, 55, 'Male', 97.81228761, 1.5401377210828262, 0.12242618279137286, 51, 41.23578823932602, 99, 'High Risk'),
(98114, 99, 15, '40:46.0', 36.01787805540289, 99.59379510985411, 129, 82, 70, 'Female', 71.57713201033206, 1.9068491787364192, 0.1397170613927658, 47, 19.685280369823808, 97.66666666666667, 'High Risk'),
(98115, 97, 16, '39:46.0', 37.24487596534628, 95.47303473337958, 131, 77, 23, 'Female', 91.39091746, 1.5915447088785157, 0.098994138, 54, 36.079902140768276, 95, 'High Risk'),
(98116, 93, 13, '38:46.0', 37.16597152779899, 96.04424425990801, 123, 80, 59, 'Male', 60.759459580887025, 1.7848308962956914, 0.14001114326219846, 43, 19.07303264193802, 94.33333333333333, 'High Risk'),
(98117, 80, 13, '37:46.0', 36.328487436777486, 95.53695759478838, 132, 79, 80, 'Female', 64.71796354, 1.5080194741053812, 0.086396666, 53, 28.458430395403532, 96.66666666666666, 'Low Risk'),
(98118, 81, 17, '36:46.0', 37.11475739316251, 97.49554724860307, 136, 87, 62, 'Female', 77.20865840872756, 1.808105485, 0.13470865632491216, 49, 23.616660079395018, 103.33333333333333, 'Low Risk'),
(98119, 68, 16, '35:46.0', 36.93291587445709, 96.52614976239637, 132, 81, 50, 'Male', 81.27629028182444, 1.5535469806984188, 0.14585080761531088, 51, 33.675580454481285, 98, 'High Risk'),
(98120, 93, 12, '34:46.0', 36.555180465478635, 95.47627738144364, 125, 86, 72, 'Female', 61.67238784226296, 1.7937573813852135, 0.090651546, 39, 19.167406852421117, 99, 'High Risk'),
(98121, 92, 17, '33:46.0', 36.84668988, 97.91181018422309, 130, 80, 77, 'Male', 58.67478111369791, 1.9769578140706598, 0.1482979997585173, 50, 15.012626295098691, 96.66666666666666, 'High Risk'),
(98122, 87, 13, '32:46.0', 36.65511203, 98.27235186370174, 127, 81, 32, 'Male', 91.06915534169394, 1.8900439298939495, 0.1464458373469278, 46, 25.49338540029827, 96.33333333333333, 'Low Risk'),
(98123, 92, 13, '31:46.0', 36.40864004710347, 96.94677047170632, 134, 76, 87, 'Male', 74.74283508228125, 1.7325399585365076, 0.13964430679647188, 58, 24.900212165124604, 95.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(98125, 70, 17, '29:46.0', 37.38351895422462, 98.45294212970387, 119, 74, 60, 'Male', 78.48810995, 1.5527939663187609, 0.10933092103564018, 45, 32.55188941121035, 89, 'High Risk'),
(98126, 86, 17, '28:46.0', 37.18266661140669, 98.04859869694013, 110, 75, 26, 'Male', 84.81948444527563, 1.5687434566908567, 0.1256628808595081, 35, 34.46607062904994, 86.66666666666667, 'High Risk'),
(98127, 76, 17, '27:46.0', 36.60154875826186, 96.21510830282133, 131, 83, 86, 'Male', 80.67714075336932, 1.6222699366554774, 0.075930315, 48, 30.655207350824284, 99, 'High Risk'),
(98128, 96, 16, '26:46.0', 36.564144985077384, 98.75710419085604, 123, 76, 57, 'Female', 78.57426182145088, 1.6897055283374063, 0.062518402, 47, 27.52062291, 91.66666666666667, 'High Risk'),
(98129, 99, 18, '25:46.0', 36.095985298199935, 99.56026013194978, 116, 85, 28, 'Male', 75.06317592118495, 1.639848652923675, 0.10212287245955674, 31, 27.91382816031921, 95.33333333333333, 'High Risk'),
(98130, 79, 16, '24:46.0', 37.265833807615465, 98.86240447719089, 122, 73, 85, 'Female', 98.91332129, 1.9622581381796518, 0.12398702224630696, 49, 25.68872247378934, 89.33333333333333, 'Low Risk'),
(98131, 64, 18, '23:46.0', 36.58458231386952, 95.29800195, 138, 78, 44, 'Female', 76.88842071, 1.7482279138184529, 0.12367092832898165, 60, 25.15734699293169, 98, 'Low Risk'),
(98132, 64, 15, '22:46.0', 36.24968965416486, 96.08724972647482, 135, 89, 86, 'Female', 85.75395086761816, 1.8163873713976086, 0.12440439823877997, 46, 25.991849910420544, 104.33333333333333, 'Low Risk'),
(98133, 94, 19, '21:46.0', 37.130081915128706, 95.54623803045735, 112, 85, 20, 'Female', 96.50613565942342, 1.9607047175690824, 0.13088884188167302, 27, 25.10328393106134, 94, 'High Risk'),
(98134, 73, 16, '20:46.0', 37.079055371466666, 96.34286925794235, 111, 70, 21, 'Male', 50.475441560978965, 1.6026395549775652, 0.060431195808115824, 41, 19.652074959670536, 83.66666666666667, 'Low Risk'),
(98135, 84, 19, '19:46.0', 37.19012382664336, 99.93768356306175, 134, 75, 69, 'Female', 80.47565691847844, 1.6592523132206616, 0.11097321322341586, 59, 29.230730369869757, 94.66666666666666, 'Low Risk'),
(98136, 79, 18, '18:46.0', 36.550647680384586, 95.07997492178754, 121, 72, 43, 'Female', 55.67133670584291, 1.912725146341669, 0.069614331, 49, 15.216911475012234, 88.33333333333333, 'High Risk'),
(98137, 93, 15, '17:46.0', 37.283300755874265, 97.92506555123104, 122, 72, 40, 'Female', 95.57018870988324, 1.543900084, 0.056061000091632444, 50, 40.09443168300669, 88.66666666666666, 'High Risk'),
(98138, 72, 12, '16:46.0', 36.18935597119996, 97.91202767410485, 120, 85, 33, 'Male', 64.42204384597738, 1.5342141434355803, 0.144430114, 35, 27.36922721057165, 96.66666666666667, 'Low Risk'),
(98139, 66, 15, '15:46.0', 36.47605308905405, 98.56404948397457, 138, 80, 37, 'Female', 85.61830190344138, 1.9998517281291635, 0.06739675, 58, 21.407749525272934, 99.33333333333333, 'Low Risk'),
(98140, 86, 14, '14:46.0', 36.97238905653334, 99.23978110969043, 116, 88, 30, 'Male', 86.86865478574191, 1.5360169687726448, 0.065678189, 28, 36.818922032594166, 97.33333333333333, 'High Risk'),
(98141, 78, 15, '13:46.0', 36.79009144128043, 98.59232996075232, 123, 87, 22, 'Female', 73.00848304316764, 1.923645550926539, 0.077119482, 36, 19.72982440515441, 99, 'Low Risk'),
(98142, 69, 12, '12:46.0', 36.040861057251334, 98.92057815512926, 128, 85, 71, 'Female', 97.99291537526352, 1.905673664912182, 0.063169534, 43, 26.983458553280723, 99.33333333333333, 'Low Risk'),
(98143, 60, 17, '11:46.0', 37.340078615500936, 95.28337362885058, 119, 76, 38, 'Male', 98.39985750702245, 1.8020696480092835, 0.1424398817132761, 43, 30.300606787111935, 90.33333333333333, 'High Risk'),
(98144, 94, 14, '10:46.0', 37.29636535840582, 96.71640607193325, 124, 72, 42, 'Male', 83.91362316912756, 1.614030683, 0.12112658299869629, 52, 32.211348022538346, 89.33333333333333, 'High Risk'),
(98145, 70, 13, '09:46.0', 37.043371057610706, 99.81776281693432, 135, 87, 24, 'Male', 81.00814396896034, 1.6165879736622808, 0.050807955740896076, 48, 30.997737390625733, 103, 'High Risk'),
(98146, 78, 18, '08:46.0', 36.663569841267545, 97.18499594332505, 111, 78, 66, 'Male', 70.22792707732033, 1.960261537884942, 0.10103860466370204, 33, 18.27602788483548, 89, 'High Risk'),
(98147, 95, 14, '07:46.0', 37.14216990671878, 99.06388364109898, 122, 73, 59, 'Female', 59.81890729580592, 1.9699919823120622, 0.1155896499352646, 49, 15.41379427756586, 89.33333333333333, 'High Risk'),
(98148, 71, 19, '06:46.0', 36.05630414884933, 96.44461347618757, 124, 84, 78, 'Male', 69.18338821361395, 1.626523181998842, 0.13144607603020597, 40, 26.150579216905506, 97.33333333333333, 'Low Risk'),
(98149, 98, 19, '05:46.0', 36.551423575540625, 99.54961143925355, 115, 89, 42, 'Female', 76.38408602880978, 1.847509985719462, 0.093953342, 26, 22.37841367023813, 97.66666666666667, 'High Risk'),
(98150, 62, 17, '04:46.0', 36.93473766464018, 95.45019015705286, 136, 83, 46, 'Male', 80.66670675813135, 1.971081658, 0.12379036538598463, 53, 20.76276048604591, 100.66666666666666, 'Low Risk'),
(98151, 81, 13, '03:46.0', 36.35010945039358, 95.40839169123193, 139, 78, 69, 'Male', 80.56120809084506, 1.9025715020384557, 0.10758257417117804, 61, 22.255840264449024, 98.33333333333333, 'Low Risk'),
(98152, 64, 16, '02:46.0', 36.501077833481055, 98.83090336467295, 137, 72, 82, 'Female', 82.66562187852512, 1.9274670866489294, 0.069124478, 65, 22.25107490024451, 93.66666666666666, 'Low Risk'),
(98153, 61, 15, '01:46.0', 36.75255206834751, 95.07468038156227, 114, 87, 42, 'Male', 71.66087077449488, 1.7278964621786375, 0.052814854, 27, 24.001956828453388, 96, 'Low Risk'),
(98154, 95, 17, '00:46.0', 36.845391583785485, 97.86160527594596, 132, 77, 31, 'Male', 56.49436689387888, 1.8554976869856077, 0.076438447, 55, 16.409082988796058, 95.33333333333333, 'High Risk'),
(98155, 91, 14, '59:46.0', 36.748318492948854, 95.42923251819558, 124, 72, 86, 'Male', 65.55297314356751, 1.6655789255969053, 0.11806576947398656, 52, 23.629904127276628, 89.33333333333333, 'High Risk'),
(98156, 61, 18, '58:46.0', 36.11084550460205, 99.77167364529159, 128, 79, 30, 'Female', 88.43690317788517, 1.7680972452887098, 0.091910791, 49, 28.289236819487332, 95.33333333333333, 'Low Risk'),
(98157, 84, 16, '57:46.0', 37.22805806277752, 96.16183982, 134, 87, 66, 'Male', 72.61036934781048, 1.6769206916309631, 0.060527585, 47, 25.821032171884525, 102.66666666666667, 'Low Risk'),
(98158, 78, 17, '56:46.0', 37.258295780505364, 99.23593308769658, 138, 89, 50, 'Male', 77.27136278087909, 1.5112713753985174, 0.12344255640979364, 49, 33.83246634918016, 105.33333333333333, 'High Risk'),
(98159, 83, 12, '55:46.0', 36.669637893870785, 99.82176339609376, 133, 79, 20, 'Female', 84.04218339574027, 1.6462617278612997, 0.057628889, 54, 31.009842683276215, 97, 'High Risk'),
(98160, 72, 13, '54:46.0', 36.37171058086807, 99.52908162552585, 111, 78, 51, 'Male', 63.27245733813762, 1.5006206672854794, 0.10664269641229152, 33, 28.097834797117414, 89, 'Low Risk'),
(98161, 78, 18, '53:46.0', 36.82582156557355, 98.78443808104313, 129, 82, 32, 'Male', 84.19984696654039, 1.6388639188027758, 0.085039381, 47, 31.34913155340698, 97.66666666666667, 'High Risk'),
(98162, 94, 15, '52:46.0', 36.64486138997626, 97.36014113196099, 139, 79, 88, 'Male', 52.637126960983764, 1.6569546224437868, 0.054653921, 60, 19.172155673828282, 99, 'High Risk'),
(98163, 77, 17, '51:46.0', 37.235777749529305, 98.57664523, 128, 70, 61, 'Male', 68.89168912283614, 1.9032335671275413, 0.065452415, 58, 19.018780043179582, 89.33333333333333, 'Low Risk'),
(98164, 87, 19, '50:46.0', 36.34068975064621, 96.87949913704533, 136, 81, 54, 'Male', 57.15049269911439, 1.8600382285830621, 0.13468917251621498, 55, 16.518714170192183, 99.33333333333333, 'High Risk'),
(98165, 76, 12, '49:46.0', 37.22677337690475, 95.05376072104629, 129, 84, 25, 'Male', 55.033240175643314, 1.9994692338949844, 0.098551823, 45, 13.76561539649094, 99, 'High Risk'),
(98166, 97, 16, '48:46.0', 37.093933568968986, 97.58401221530268, 124, 88, 65, 'Female', 64.25956670564518, 1.5714488623363365, 0.10741127244872392, 36, 26.021797149960502, 100, 'High Risk'),
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(98343, 98, 19, '51:46.0', 36.036132741292874, 97.15270118227515, 118, 79, 25, 'Male', 83.62201583380792, 1.5402872840088444, 0.11290518499118606, 39, 35.24659534177433, 92, 'High Risk'),
(98344, 75, 15, '50:46.0', 36.73978639748462, 96.96996969393346, 137, 85, 25, 'Male', 66.42305000978159, 1.8904074781348277, 0.064266867, 52, 18.58694271231075, 102.33333333333333, 'Low Risk'),
(98345, 68, 15, '49:46.0', 36.803123756189905, 95.00115655807477, 130, 79, 56, 'Female', 93.25766916358435, 1.638051461370999, 0.071162637, 51, 34.75597479964134, 96, 'High Risk'),
(98346, 92, 18, '48:46.0', 36.049847275995546, 99.39010996, 135, 83, 64, 'Male', 86.22836670812512, 1.6192922486269996, 0.055859289, 52, 32.88513931705289, 100.33333333333333, 'High Risk'),
(98347, 68, 19, '47:46.0', 36.08515549489516, 96.31607758, 124, 86, 47, 'Female', 51.09811702714226, 1.8684678871653166, 0.073770404, 38, 14.636378109082882, 98.66666666666667, 'High Risk'),
(98348, 94, 12, '46:46.0', 36.78140825310118, 99.08294915433511, 128, 82, 47, 'Male', 62.89156534, 1.7377742659943634, 0.063204266, 46, 20.825991219165193, 97.33333333333333, 'High Risk'),
(98349, 79, 16, '45:46.0', 36.763553631101665, 95.23538387809869, 111, 88, 81, 'Female', 81.89289223906256, 1.8122753431364962, 0.13676785538646735, 23, 24.934338217595393, 95.66666666666667, 'Low Risk'),
(98350, 96, 15, '44:46.0', 36.01827680612856, 96.37486990633978, 117, 74, 86, 'Female', 73.61380171687367, 1.728602179439832, 0.063379167, 43, 24.635939823228128, 88.33333333333333, 'High Risk'),
(98351, 65, 19, '43:46.0', 36.305324133818935, 99.23049894246358, 115, 76, 28, 'Male', 82.31098860251691, 1.5433260769705317, 0.1023818227315261, 39, 34.55750894810832, 89, 'High Risk'),
(98352, 74, 14, '42:46.0', 36.34446832, 98.92636982011808, 127, 76, 32, 'Female', 69.26477426, 1.887173748468342, 0.093166676, 51, 19.448613682169178, 93, 'Low Risk'),
(98353, 75, 17, '41:46.0', 36.92565599092879, 98.42009063254592, 122, 77, 28, 'Male', 71.02042819, 1.6174731391950297, 0.107591581, 45, 27.146205469559607, 92, 'Low Risk'),
(98354, 97, 12, '40:46.0', 37.49240925429747, 98.72528869090638, 134, 72, 23, 'Male', 64.45950105078873, 1.7157819220692958, 0.10431529621616573, 62, 21.89589814606266, 92.66666666666666, 'High Risk'),
(98355, 68, 15, '39:46.0', 36.36936993341843, 98.28421984974307, 136, 71, 31, 'Male', 81.32106175618549, 1.7470465585172672, 0.063342719, 65, 26.643672226003417, 92.66666666666666, 'Low Risk'),
(98356, 71, 15, '38:46.0', 36.78986865031232, 98.50564826328733, 124, 89, 84, 'Male', 95.42463560723367, 1.996245870302991, 0.14158669301473154, 35, 23.945970811381397, 100.66666666666667, 'Low Risk'),
(98357, 65, 13, '37:46.0', 36.491755672209784, 98.26031230796464, 130, 77, 67, 'Male', 99.66819818048509, 1.9407999498020132, 0.085212897, 53, 26.460318199050107, 94.66666666666666, 'Low Risk'),
(98358, 93, 19, '36:46.0', 36.45311671, 96.50029361, 122, 70, 37, 'Male', 79.44058598588839, 1.9015607745074823, 0.12897340922850867, 52, 21.96959336807845, 87.33333333333333, 'High Risk'),
(98359, 76, 19, '35:46.0', 36.5890985, 99.64219926650354, 115, 87, 89, 'Male', 55.40620562800294, 1.785506213346859, 0.09444527, 28, 17.37943597101402, 96.33333333333333, 'High Risk'),
(98360, 96, 13, '34:46.0', 36.071589754197866, 99.77508337237627, 132, 79, 77, 'Female', 73.98466626731161, 1.9055422186561537, 0.061280974, 53, 20.37532611286468, 96.66666666666666, 'High Risk'),
(98361, 98, 16, '33:46.0', 37.353232942680506, 97.96216866330259, 135, 77, 26, 'Female', 99.37684524, 1.95281465, 0.062252456, 58, 26.059324678648053, 96.33333333333333, 'High Risk'),
(98362, 83, 13, '32:46.0', 36.942002010741604, 98.15200153548454, 125, 71, 59, 'Male', 70.56732069567236, 1.841775972355308, 0.10674440856777616, 54, 20.803194168559788, 89, 'Low Risk'),
(98363, 65, 15, '31:46.0', 36.56427788430858, 97.97968504008597, 110, 84, 81, 'Male', 54.44421435651002, 1.8311972399484397, 0.060041197, 26, 16.236091308937194, 92.66666666666667, 'High Risk'),
(98364, 88, 12, '30:46.0', 37.04960956735134, 96.59455302928696, 112, 80, 46, 'Female', 66.96587897326367, 1.9937550986833723, 0.066056111, 32, 16.846510289212013, 90.66666666666667, 'High Risk'),
(98365, 93, 17, '29:46.0', 37.03179652129127, 98.07242712813344, 131, 88, 37, 'Female', 81.64638954536578, 1.8939578158508354, 0.1007720497790343, 43, 22.761264273731356, 102.33333333333333, 'High Risk'),
(98366, 82, 18, '28:46.0', 36.01915640166764, 95.81384612989694, 128, 72, 54, 'Female', 93.35793688, 1.9271930404707263, 0.061468517, 56, 25.136268592616105, 90.66666666666666, 'Low Risk'),
(98367, 86, 18, '27:46.0', 37.31180915723184, 97.85184357261858, 124, 72, 64, 'Female', 98.55430426064149, 1.7422791638209432, 0.12775847250129604, 52, 32.46684672199287, 89.33333333333333, 'High Risk'),
(98368, 83, 15, '26:46.0', 36.906795480110546, 97.45738170377791, 117, 73, 62, 'Male', 78.2892329, 1.752430422059251, 0.13996304295239959, 44, 25.492972059870862, 87.66666666666667, 'Low Risk'),
(98369, 81, 15, '25:46.0', 36.405838500247945, 99.66120550628965, 126, 88, 30, 'Male', 67.14518628231859, 1.6218906366819124, 0.12174719143438326, 38, 25.52535259018672, 100.66666666666667, 'Low Risk'),
(98370, 86, 16, '24:46.0', 37.05286958470943, 96.75947235, 139, 70, 59, 'Female', 94.22255837, 1.734297055629285, 0.092237572, 69, 31.32621459353904, 93, 'High Risk'),
(98371, 78, 14, '23:46.0', 37.224186560666716, 96.83710340183087, 121, 77, 80, 'Female', 61.55623076440011, 1.5989153284453885, 0.13984795339925943, 44, 24.078037529675242, 91.66666666666667, 'Low Risk'),
(98372, 60, 17, '22:46.0', 37.01076736051853, 96.33190610188329, 129, 85, 24, 'Male', 97.92912336, 1.8434862897197783, 0.052791035, 44, 28.81589033798682, 99.66666666666667, 'Low Risk'),
(98373, 78, 16, '21:46.0', 37.48815521755016, 97.11577804237675, 117, 83, 71, 'Male', 69.70550694530534, 1.7429548405277764, 0.070274188, 34, 22.94535706713784, 94.33333333333333, 'Low Risk'),
(98374, 77, 18, '20:46.0', 37.48925326660781, 98.56579869, 120, 76, 82, 'Male', 69.17498215948913, 1.743434883, 0.11215006777458711, 44, 22.758183423885267, 90.66666666666667, 'Low Risk'),
(98375, 61, 17, '19:46.0', 36.085203197684294, 99.12414706915452, 121, 88, 52, 'Female', 82.03092030363422, 1.8001054970845414, 0.14057797007851824, 33, 25.315217767863132, 99, 'Low Risk'),
(98376, 94, 12, '18:46.0', 36.159645387378426, 97.70666384, 139, 72, 30, 'Female', 93.20617503299052, 1.8455281825807095, 0.1297303133647913, 67, 27.365495911134136, 94.33333333333333, 'High Risk'),
(98377, 96, 15, '17:46.0', 37.09038045100098, 95.03472689701957, 117, 89, 40, 'Male', 57.03647595802801, 1.9566527246529777, 0.091401396, 28, 14.89790431028869, 98.33333333333333, 'High Risk'),
(98378, 72, 16, '16:46.0', 36.432044470224994, 97.51334121380293, 117, 76, 62, 'Female', 79.54647566, 1.9401830685063592, 0.090099607, 41, 21.131752829707015, 89.66666666666667, 'Low Risk'),
(98379, 83, 19, '15:46.0', 36.334993641204804, 98.61260340010558, 134, 80, 80, 'Female', 75.51066239079512, 1.6853449203315785, 0.081415514, 54, 26.584634095818377, 98, 'Low Risk'),
(98380, 76, 16, '14:46.0', 37.12398691, 96.28084983513898, 133, 70, 26, 'Male', 76.25727915821946, 1.8007760199801688, 0.089755327, 63, 23.51591643245584, 91, 'Low Risk'),
(98381, 90, 18, '13:46.0', 36.16850660822806, 96.15715535346581, 112, 82, 87, 'Male', 67.97177413906287, 1.5247328570568695, 0.14806894005711757, 30, 29.237557389632418, 92, 'Low Risk'),
(98382, 85, 13, '12:46.0', 37.48930771454331, 98.21657201266642, 121, 72, 39, 'Female', 55.04898696383197, 1.7316634930612302, 0.052175526, 49, 18.35787164, 88.33333333333333, 'High Risk'),
(98383, 79, 13, '11:46.0', 36.22652210176972, 95.20984660044817, 133, 89, 34, 'Male', 68.09716884387478, 1.6320699085056027, 0.10708659878636423, 44, 25.565338145652543, 103.66666666666667, 'Low Risk'),
(98384, 77, 15, '10:46.0', 37.13049882519676, 96.28433065522152, 134, 77, 34, 'Female', 76.94234857010431, 1.8002929895626405, 0.11904944498750047, 57, 23.73990943448939, 96, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(98385, 81, 18, '09:46.0', 36.14121482262872, 99.0534938, 114, 84, 75, 'Female', 81.03946087, 1.6174806349116835, 0.10250061971874033, 30, 30.975502716044105, 94, 'High Risk'),
(98386, 74, 19, '08:46.0', 36.19330196874194, 98.26419717388525, 132, 70, 81, 'Male', 56.58206062466854, 1.916342422199101, 0.058076069, 62, 15.407512625130403, 90.66666666666666, 'High Risk'),
(98387, 73, 13, '07:46.0', 37.30078133308542, 98.40412576166173, 124, 76, 54, 'Male', 87.96738220866033, 1.8066985010382197, 0.070520102, 48, 26.949474411001646, 92, 'Low Risk'),
(98388, 65, 12, '06:46.0', 37.10934887516812, 97.82242881, 126, 75, 48, 'Male', 94.00938995063252, 1.5771307112534885, 0.12171179352315267, 51, 37.79513116765008, 92, 'High Risk'),
(98389, 85, 16, '05:46.0', 36.606914556055905, 95.96283697312606, 137, 73, 34, 'Female', 80.52934199, 1.6388117399765427, 0.089481452, 64, 29.9844452, 94.33333333333333, 'Low Risk'),
(98390, 62, 13, '04:46.0', 36.008206653465905, 99.12082607000283, 113, 82, 27, 'Female', 72.33998225403354, 1.7283128122328604, 0.092854741, 31, 24.21774483288115, 92.33333333333333, 'Low Risk'),
(98391, 78, 15, '03:46.0', 37.23256975158267, 98.25073753146127, 115, 84, 79, 'Male', 82.17579221853345, 1.818107170756899, 0.085594255, 31, 24.860218430619586, 94.33333333333333, 'Low Risk'),
(98392, 65, 13, '02:46.0', 37.33410322597543, 96.67885489978198, 139, 84, 68, 'Female', 91.29675907234419, 1.751450964575163, 0.1269410147798285, 55, 29.76181379056058, 102.33333333333333, 'Low Risk'),
(98393, 88, 19, '01:46.0', 36.612332281637265, 96.19549630414166, 111, 79, 69, 'Male', 79.57385020671438, 1.5795731756713414, 0.10119145751282244, 32, 31.892669487673466, 89.66666666666667, 'High Risk'),
(98394, 67, 19, '00:46.0', 37.183885855360565, 99.76105794957587, 115, 71, 53, 'Male', 50.94221442800079, 1.891606940794654, 0.11684253230354036, 44, 14.236919250371175, 85.66666666666667, 'High Risk'),
(98395, 83, 12, '59:46.0', 36.51271886339545, 97.09375624131941, 127, 76, 59, 'Male', 56.54256037863155, 1.5421458190475263, 0.059196167, 51, 23.77522244187241, 93, 'Low Risk'),
(98396, 65, 15, '58:46.0', 37.193513393478334, 97.29974894, 125, 70, 70, 'Male', 74.90413195930631, 1.994413061954071, 0.1455321037985113, 55, 18.831094198587895, 88.33333333333333, 'Low Risk'),
(98397, 87, 17, '57:46.0', 36.494495720347764, 97.77414913, 129, 75, 63, 'Male', 90.31606069871393, 1.8830516405110642, 0.11952130626970615, 54, 25.470679221962857, 93, 'Low Risk'),
(98398, 67, 12, '56:46.0', 37.25560896315685, 96.17675846651785, 118, 74, 32, 'Female', 75.89636453, 1.7562550619268842, 0.13984617626958748, 44, 24.60627058972808, 88.66666666666667, 'Low Risk'),
(98399, 92, 16, '55:46.0', 36.073598713270506, 98.48182283198427, 131, 74, 39, 'Female', 65.18682362146822, 1.874437716176763, 0.097535989, 57, 18.553155776926612, 93, 'High Risk'),
(98400, 89, 17, '54:46.0', 36.60529298, 96.03547825462348, 117, 84, 24, 'Male', 70.57608927734768, 1.6232703369830985, 0.11836148474586418, 33, 26.78402764814166, 95, 'Low Risk'),
(98401, 90, 19, '53:46.0', 36.050307465490384, 98.83940221956249, 119, 76, 89, 'Male', 95.90428214153073, 1.743927006235712, 0.14282354203168607, 43, 31.534169131623457, 90.33333333333333, 'High Risk'),
(98402, 93, 12, '52:46.0', 37.02742757792755, 95.86546382, 130, 74, 76, 'Female', 62.76635801777459, 1.7548045134217585, 0.1302468363265315, 56, 20.38306287716617, 92.66666666666666, 'High Risk'),
(98403, 99, 16, '51:46.0', 36.5273458, 95.84914752348762, 118, 75, 33, 'Male', 72.11045179431983, 1.8961681352430941, 0.13358370935870295, 43, 20.05600958172737, 89.33333333333333, 'High Risk'),
(98404, 91, 12, '50:46.0', 36.99067518911941, 97.01093824050356, 132, 70, 53, 'Male', 53.298613443310614, 1.9802507452287408, 0.13902493499333474, 62, 13.591755086346025, 90.66666666666666, 'High Risk'),
(98405, 92, 13, '49:46.0', 37.21157908972496, 97.73773291364854, 123, 72, 47, 'Male', 68.18649153549879, 1.8496825625542193, 0.097428136, 51, 19.929845873163426, 89, 'High Risk'),
(98406, 70, 13, '48:46.0', 37.29578444512634, 99.75975410353117, 128, 87, 24, 'Male', 99.48895818256545, 1.5400215116033191, 0.083328219, 41, 41.948970654045894, 100.66666666666667, 'High Risk'),
(98407, 93, 17, '47:46.0', 37.13544388733539, 95.27593303131503, 132, 88, 39, 'Female', 96.76808654, 1.5702596914812577, 0.09310722, 44, 39.24543873397578, 102.66666666666667, 'High Risk'),
(98408, 99, 16, '46:46.0', 36.07428066036002, 98.27607412275438, 126, 70, 52, 'Male', 98.56574397, 1.7643275211400278, 0.082732734, 56, 31.664131984043628, 88.66666666666666, 'High Risk'),
(98409, 73, 12, '45:46.0', 37.49840787848407, 99.12151817396943, 136, 83, 60, 'Female', 75.00416025333527, 1.7400432181821337, 0.13007995683406992, 53, 24.772240216714817, 100.66666666666666, 'Low Risk'),
(98410, 87, 14, '44:46.0', 36.24350089386643, 96.36021153, 136, 84, 79, 'Male', 55.91174334270965, 1.9166135329426508, 0.1224206267557052, 52, 15.22067571791183, 101.33333333333333, 'High Risk'),
(98411, 86, 16, '43:46.0', 36.38125593143826, 98.23908473581837, 139, 74, 32, 'Female', 52.96520852267617, 1.8936289098225014, 0.079455609, 65, 14.770695181784383, 95.66666666666666, 'High Risk'),
(98412, 65, 16, '42:46.0', 37.413181184603985, 97.96641390410142, 127, 74, 84, 'Male', 92.28824933623136, 1.613290662021679, 0.12307117323477311, 53, 35.45856596243402, 91.66666666666666, 'High Risk'),
(98413, 79, 12, '41:46.0', 36.683540584765645, 96.73568585234659, 138, 85, 25, 'Female', 74.57901594115032, 1.5238845729605526, 0.077119053, 53, 32.11533848, 102.66666666666666, 'High Risk'),
(98414, 80, 13, '40:46.0', 36.92649092861069, 99.11192041569844, 111, 70, 87, 'Male', 93.33647475305173, 1.9999257281026672, 0.12080020430204198, 41, 23.335851854074036, 83.66666666666667, 'Low Risk'),
(98415, 79, 17, '39:46.0', 37.16010927683516, 95.58679451345105, 126, 85, 44, 'Male', 81.02967547, 1.9713895448237806, 0.11897427656679248, 41, 20.849670770731343, 98.66666666666667, 'Low Risk'),
(98416, 79, 19, '38:46.0', 36.032235613414215, 99.00131643, 113, 83, 73, 'Female', 99.96463489043349, 1.7431433813507913, 0.10530033867270885, 30, 32.89880791548651, 93, 'High Risk'),
(98417, 69, 18, '37:46.0', 36.63282755742491, 95.45002767358022, 124, 78, 50, 'Female', 56.809998549543735, 1.9950120200212704, 0.11398079227567336, 46, 14.273607323300125, 93.33333333333333, 'High Risk'),
(98418, 80, 13, '36:46.0', 36.65974983204736, 96.68386931920732, 115, 88, 49, 'Female', 93.02427910324643, 1.7672217751223631, 0.054798941, 27, 29.786138520297975, 97, 'Low Risk'),
(98419, 95, 15, '35:46.0', 37.07388314718094, 99.16248509081672, 128, 79, 22, 'Female', 53.18279203115573, 1.896868372, 0.066135263, 49, 14.780759247409819, 95.33333333333333, 'High Risk'),
(98420, 82, 19, '34:46.0', 37.21714727894636, 98.38311370805148, 126, 72, 61, 'Female', 50.15615486592654, 1.682760466781244, 0.097151725, 54, 17.712490632257616, 90, 'High Risk'),
(98421, 92, 18, '33:46.0', 36.07696672735543, 95.91304955829138, 113, 71, 29, 'Male', 88.73466340941765, 1.9290166840448122, 0.055824214, 42, 23.84631840544963, 85, 'High Risk'),
(98422, 85, 19, '32:46.0', 37.17250944142425, 98.36447402933172, 110, 80, 48, 'Female', 80.08568478313249, 1.948285870548448, 0.1400180660336397, 30, 21.09840047614899, 90, 'Low Risk'),
(98423, 96, 12, '31:46.0', 36.561559717545826, 98.11740883138164, 137, 77, 66, 'Male', 67.22563357, 1.6232663975689647, 0.09035786, 60, 25.512634462394796, 97, 'High Risk'),
(98424, 74, 14, '30:46.0', 36.34148245082086, 97.71138728717287, 138, 80, 80, 'Male', 87.66828232961939, 1.8571951931410586, 0.077980653, 58, 25.417181823834618, 99.33333333333333, 'Low Risk'),
(98425, 83, 16, '29:46.0', 36.66738491404982, 95.70312135119272, 112, 78, 81, 'Male', 98.27172913405175, 1.762370141842649, 0.12911261451618128, 34, 31.63984483343884, 89.33333333333333, 'High Risk'),
(98426, 68, 18, '28:46.0', 37.19570869422598, 95.19869829290478, 126, 73, 84, 'Male', 87.77780199668781, 1.6081455126258253, 0.14559499450071095, 53, 33.941733192126534, 90.66666666666666, 'High Risk'),
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(98602, 91, 13, '32:46.0', 36.88160076808639, 97.62830064292385, 111, 80, 57, 'Male', 62.53910353, 1.780601790229385, 0.06642801, 31, 19.725046702782166, 90.33333333333333, 'High Risk'),
(98603, 70, 15, '31:46.0', 37.41424711897364, 97.08738030740484, 132, 89, 50, 'Female', 75.20950740864852, 1.9190536471266129, 0.10311079574496373, 43, 20.42201134082566, 103.33333333333333, 'Low Risk'),
(98604, 77, 19, '30:46.0', 36.734397335599496, 97.45242014100006, 117, 77, 75, 'Female', 92.56764049395208, 1.890398627058324, 0.11516155662553197, 40, 25.90313968273046, 90.33333333333333, 'Low Risk'),
(98605, 84, 18, '29:46.0', 37.010408033221054, 96.69028817406705, 119, 76, 81, 'Female', 61.38664812, 1.7376563789641704, 0.057415435, 43, 20.330409309864272, 90.33333333333333, 'Low Risk'),
(98606, 91, 18, '28:46.0', 36.54844722, 95.33343257414545, 123, 76, 19, 'Female', 98.23461060716497, 1.7834307973775325, 0.1330990631851809, 47, 30.885312784123094, 91.66666666666667, 'High Risk'),
(98607, 78, 19, '27:46.0', 37.142061328832106, 96.54143671065005, 137, 70, 47, 'Female', 76.20303929, 1.5218173547789564, 0.12307674849545719, 67, 32.90388875538647, 92.33333333333333, 'High Risk'),
(98608, 93, 12, '26:46.0', 36.652103652057995, 97.92167002563404, 122, 76, 85, 'Female', 65.04406933, 1.6703497139937886, 0.057922276, 46, 23.31271690874395, 91.33333333333333, 'High Risk'),
(98609, 83, 16, '25:46.0', 36.39564521854545, 96.84360370858538, 112, 87, 47, 'Male', 67.79907491221542, 1.6382721177798076, 0.13851339358415982, 25, 25.261066857426478, 95.33333333333333, 'Low Risk'),
(98610, 75, 17, '24:46.0', 36.663130972269116, 98.44682762350956, 110, 73, 28, 'Female', 91.25658068843167, 1.8809313224741184, 0.050666427532962244, 37, 25.79397738653813, 85.33333333333333, 'Low Risk'),
(98611, 63, 14, '23:46.0', 36.63810594682046, 99.40515960219726, 119, 75, 89, 'Female', 79.48057578644398, 1.7327089492145848, 0.12474974889435506, 44, 26.473402804953036, 89.66666666666667, 'Low Risk'),
(98612, 94, 19, '22:46.0', 36.254160482383476, 96.29346375, 119, 82, 76, 'Male', 79.42135297216393, 1.7065354466964875, 0.13019009993024802, 37, 27.27135106859335, 94.33333333333333, 'High Risk'),
(98613, 76, 16, '21:46.0', 36.422988155334664, 96.94342696228021, 126, 86, 78, 'Female', 60.02390806939762, 1.9317016125905364, 0.08474549, 40, 16.085856258223505, 99.33333333333333, 'High Risk'),
(98614, 65, 18, '20:46.0', 36.06695660346594, 96.74702075094251, 132, 77, 26, 'Male', 57.11571207002609, 1.6713541360435333, 0.12313040581433797, 55, 20.44648389191073, 95.33333333333333, 'Low Risk'),
(98615, 64, 16, '19:46.0', 36.429178944725884, 96.03191002844311, 127, 70, 19, 'Female', 64.40031327430529, 1.8919240429863207, 0.098680127, 57, 17.992047429277704, 89, 'High Risk'),
(98616, 66, 12, '18:46.0', 36.62038232372107, 96.40691116308099, 118, 88, 74, 'Male', 50.92702974069579, 1.518551435, 0.13742151714710818, 30, 22.084589658154314, 98, 'Low Risk'),
(98617, 99, 14, '17:46.0', 36.64683484781109, 99.01260827353501, 129, 81, 82, 'Male', 78.61879917053862, 1.679255057738483, 0.055495887, 48, 27.88001968372353, 97, 'High Risk'),
(98618, 72, 16, '16:46.0', 36.33625144490789, 96.80623960726545, 112, 79, 80, 'Male', 92.71975574360695, 1.648061840489234, 0.054659885362317764, 33, 34.13699364836578, 90, 'High Risk'),
(98619, 98, 19, '15:46.0', 36.31756158315289, 97.14947054853553, 115, 80, 65, 'Female', 59.13995009473143, 1.7151313800856551, 0.11829819372712787, 35, 20.104170925690436, 91.66666666666667, 'High Risk'),
(98620, 99, 18, '14:46.0', 37.44143872607076, 95.86047369701775, 134, 73, 66, 'Male', 85.99905770417465, 1.8646266196008006, 0.08275718, 61, 24.734887120003027, 93.33333333333333, 'High Risk'),
(98621, 99, 12, '13:46.0', 36.05719587862254, 96.58839487129985, 124, 75, 23, 'Female', 50.27473235281362, 1.5328210536418587, 0.075287062, 49, 21.39768812978723, 91.33333333333333, 'High Risk'),
(98622, 69, 18, '12:46.0', 36.663400235779825, 96.85064072624677, 119, 78, 51, 'Male', 58.16428435965042, 1.5997159144478488, 0.084985954, 41, 22.72849391, 91.66666666666667, 'Low Risk'),
(98623, 91, 19, '11:46.0', 37.12784853475563, 98.21867965417003, 130, 74, 44, 'Male', 76.07232027050216, 1.9511678410963254, 0.080180705, 56, 19.981928657451476, 92.66666666666666, 'High Risk'),
(98624, 74, 12, '10:46.0', 36.127681650338715, 95.56361832, 110, 76, 51, 'Female', 79.66439844466603, 1.5752371998505552, 0.12221401187949947, 34, 32.10497695, 87.33333333333333, 'High Risk'),
(98625, 64, 19, '09:46.0', 36.09090285150966, 95.17781867045635, 122, 76, 77, 'Male', 59.23565775774619, 1.8266889467258944, 0.11207448796508716, 46, 17.752274860999115, 91.33333333333333, 'High Risk'),
(98626, 71, 14, '08:46.0', 36.055486166831926, 96.78143227615445, 115, 75, 60, 'Male', 76.13749527631091, 1.6349349190812021, 0.088214525, 40, 28.48378154, 88.33333333333333, 'Low Risk'),
(98627, 78, 15, '07:46.0', 37.13779756746039, 99.49222951822618, 128, 76, 31, 'Female', 59.75521847982374, 1.5793105906874823, 0.11309780416325908, 52, 23.957458427023262, 93.33333333333333, 'Low Risk'),
(98628, 60, 16, '06:46.0', 37.24783915082863, 99.66739537598208, 126, 87, 52, 'Female', 83.86506053248846, 1.6901375210310403, 0.094320191, 39, 29.358710629714952, 100, 'Low Risk'),
(98629, 99, 12, '05:46.0', 36.14093835, 95.82109157698142, 117, 75, 26, 'Male', 93.07279112, 1.9082012128608379, 0.1294440028699635, 42, 25.56079768447275, 89, 'High Risk'),
(98630, 93, 16, '04:46.0', 36.61747494238107, 99.94456397253971, 134, 83, 44, 'Male', 73.58558480073756, 1.7839094091566308, 0.078671382, 51, 23.12315835144813, 100, 'High Risk'),
(98631, 81, 13, '03:46.0', 37.40658687475503, 99.90132024375546, 132, 74, 87, 'Female', 72.89875755337302, 1.6312883983694557, 0.10968341863488121, 58, 27.394200588063224, 93.33333333333333, 'Low Risk'),
(98632, 90, 17, '02:46.0', 36.10082108253106, 96.61561015600597, 130, 72, 80, 'Male', 90.17997299608184, 1.5167045765664646, 0.066376645, 58, 39.20198936072664, 91.33333333333333, 'High Risk'),
(98633, 82, 19, '01:46.0', 36.18551066489848, 99.03180622680692, 132, 85, 50, 'Male', 76.36940296801156, 1.5788978255592974, 0.10627758972315224, 47, 30.634538497991432, 100.66666666666667, 'High Risk'),
(98634, 84, 17, '00:46.0', 36.93142410975984, 96.74932190542731, 111, 85, 78, 'Male', 62.99088296064561, 1.8843085003706814, 0.062594891, 26, 17.740819669803372, 93.66666666666667, 'High Risk'),
(98635, 84, 12, '59:46.0', 36.56040733753484, 97.29551625971199, 137, 81, 37, 'Female', 74.49978193548237, 1.6495647670422942, 0.074499381, 56, 27.378916522186096, 99.66666666666666, 'Low Risk'),
(98636, 66, 14, '58:46.0', 36.31754683234467, 95.91314146261618, 114, 83, 39, 'Male', 94.55922863464485, 1.704307720431874, 0.056580002, 31, 32.55426527763322, 93.33333333333333, 'High Risk'),
(98637, 79, 13, '57:46.0', 36.42845791943331, 99.24601465, 131, 77, 64, 'Male', 99.59893789583025, 1.8731195548560853, 0.113194666, 54, 28.38727543316341, 95, 'Low Risk'),
(98638, 97, 12, '56:46.0', 36.90947365224032, 97.51265706788062, 138, 81, 64, 'Female', 94.38810737972246, 1.6755945486416288, 0.099795428, 57, 33.61858270046157, 100, 'High Risk'),
(98639, 61, 18, '55:46.0', 37.29331879, 97.36776683465166, 137, 73, 71, 'Male', 65.25728686967445, 1.905629518600836, 0.070791063, 64, 17.970165242789257, 94.33333333333333, 'High Risk'),
(98640, 94, 19, '54:46.0', 36.31633157065828, 97.47354280101693, 137, 85, 50, 'Female', 69.28762405436315, 1.8177728808573075, 0.083634832, 52, 20.96893769509606, 102.33333333333333, 'High Risk'),
(98641, 69, 14, '53:46.0', 37.00866742984889, 98.72930695098019, 132, 80, 59, 'Female', 82.70929129238559, 1.5189832239687038, 0.064785997, 52, 35.84663094623886, 97.33333333333333, 'High Risk'),
(98642, 98, 17, '52:46.0', 36.88401214024988, 99.98407680938126, 117, 83, 67, 'Male', 86.90958816183556, 1.6807084256832245, 0.11041798047438034, 34, 30.766843143238326, 94.33333333333333, 'High Risk'),
(98643, 65, 16, '51:46.0', 36.510514785994665, 96.72613902600425, 133, 76, 23, 'Male', 88.11390090403268, 1.9660522060588268, 0.13500506287665565, 57, 22.795773691194942, 95, 'Low Risk'),
(98644, 82, 19, '50:46.0', 37.44396775000953, 98.52785882480423, 120, 78, 86, 'Female', 98.84751768, 1.9372054220612844, 0.077710225, 42, 26.339917820889447, 92, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(98646, 76, 16, '48:46.0', 36.31001692648149, 95.28018786178677, 114, 84, 44, 'Female', 97.95764345580707, 1.7694949677730574, 0.089958952, 30, 31.285252542808653, 94, 'High Risk'),
(98647, 68, 13, '47:46.0', 36.15255808231462, 98.83139464014316, 124, 86, 52, 'Female', 84.60386283433625, 1.9557422615510358, 0.137757328, 38, 22.119074502668422, 98.66666666666667, 'Low Risk'),
(98648, 90, 14, '46:46.0', 36.15210601, 97.55710383, 133, 74, 41, 'Female', 73.82880599811577, 1.5696943579145461, 0.059784676, 59, 29.963714495378287, 93.66666666666666, 'Low Risk'),
(98649, 88, 17, '45:46.0', 37.36173029, 95.57335840484276, 135, 73, 79, 'Male', 94.71940237, 1.9110480980410638, 0.055524270127264144, 62, 25.935565023490618, 93.66666666666666, 'Low Risk'),
(98650, 75, 14, '44:46.0', 36.10794268107061, 97.87232953849508, 125, 74, 53, 'Female', 89.56439441040052, 1.7767764385395954, 0.1138505958890874, 51, 28.37068493323636, 91, 'Low Risk'),
(98651, 99, 18, '43:46.0', 36.86701956168182, 97.59735485103731, 132, 89, 34, 'Female', 95.33952859, 1.8976961842030846, 0.114291638, 43, 26.47400408395821, 103.33333333333333, 'High Risk'),
(98652, 63, 13, '42:46.0', 37.49364876523244, 96.63588893903244, 114, 77, 82, 'Female', 97.45289273641276, 1.7867024641949132, 0.096948509, 37, 30.527431277007466, 89.33333333333333, 'High Risk'),
(98653, 89, 12, '41:46.0', 37.24003592233325, 95.35679809189496, 112, 83, 44, 'Female', 57.54036875719074, 1.5506238596319315, 0.14120889614903898, 29, 23.930937710998535, 92.66666666666667, 'Low Risk'),
(98654, 60, 12, '40:46.0', 36.025100950818434, 95.61753694560942, 131, 81, 43, 'Male', 61.09311537948347, 1.8806328980950608, 0.14601718871404584, 50, 17.273653916012307, 97.66666666666666, 'High Risk'),
(98655, 79, 14, '39:46.0', 36.79850742, 97.17554511496525, 128, 78, 23, 'Female', 99.92068020051883, 1.8018751179709718, 0.12741641840621537, 50, 30.77556292333014, 94.66666666666666, 'High Risk'),
(98656, 69, 14, '38:46.0', 36.86396605191698, 98.32486940237756, 138, 72, 86, 'Female', 73.25525857385641, 1.5767437144648904, 0.13101764690859719, 66, 29.4656882, 94, 'Low Risk'),
(98657, 90, 18, '37:46.0', 37.17867165890604, 99.21255968440427, 112, 89, 80, 'Male', 53.26762544066176, 1.5794741178810632, 0.13732751088114814, 23, 21.35198766296926, 96.66666666666667, 'Low Risk'),
(98658, 61, 15, '36:46.0', 36.23057183, 98.59725712008462, 134, 76, 59, 'Male', 62.35768983656285, 1.6866279408308578, 0.12738223634620222, 58, 21.92054947672091, 95.33333333333333, 'Low Risk'),
(98659, 79, 19, '35:46.0', 37.05649632292546, 95.06951854, 139, 77, 36, 'Female', 52.73441247406894, 1.6516772479060078, 0.093489029, 62, 19.330528998914815, 97.66666666666666, 'Low Risk'),
(98660, 77, 19, '34:46.0', 36.34154543544527, 97.48724308, 130, 70, 27, 'Male', 55.52018537330544, 1.6847905970306405, 0.10942502405988447, 60, 19.55955849271263, 90, 'Low Risk'),
(98661, 78, 18, '33:46.0', 37.49359696596148, 99.19989069498922, 115, 79, 49, 'Male', 89.28912512, 1.9119179498585939, 0.12693515161607755, 36, 24.42643385052113, 91, 'Low Risk'),
(98662, 91, 12, '32:46.0', 36.42020530149211, 99.45182492973166, 126, 72, 43, 'Male', 67.97839079311785, 1.6697141768476025, 0.085518109, 54, 24.382970342224738, 90, 'High Risk'),
(98663, 72, 14, '31:46.0', 36.85842920132668, 96.63348966145098, 121, 70, 20, 'Female', 72.88557060175438, 1.7917478389519408, 0.065149991, 51, 22.703236824933853, 87, 'Low Risk'),
(98664, 98, 16, '30:46.0', 36.04950200619375, 97.38282200070803, 114, 76, 89, 'Female', 56.670130346652556, 1.8410307458419097, 0.079286699, 38, 16.719840444452533, 88.66666666666667, 'High Risk'),
(98665, 68, 14, '29:46.0', 36.80469263379334, 97.02252682210215, 110, 70, 62, 'Male', 61.03555531631981, 1.700664897016867, 0.057935769, 40, 21.103058602246076, 83.33333333333333, 'Low Risk'),
(98666, 60, 19, '28:46.0', 37.117676348811464, 95.74011787882026, 129, 80, 75, 'Female', 74.10536101034923, 1.5496189861922245, 0.13863500242283583, 49, 30.860273431930562, 96.33333333333333, 'High Risk'),
(98667, 90, 13, '27:46.0', 37.33379721533932, 97.14715529404354, 121, 73, 43, 'Male', 83.28951284980381, 1.8015783245358759, 0.07902471, 48, 25.661617415587784, 89, 'Low Risk'),
(98668, 90, 18, '26:46.0', 36.044213439445116, 95.01768057209635, 125, 82, 67, 'Female', 75.55336446786849, 1.774451374, 0.081053964, 43, 23.99526791361971, 96.33333333333333, 'Low Risk'),
(98669, 99, 16, '25:46.0', 36.22526851751929, 98.18129829370632, 110, 74, 19, 'Female', 56.136788072929185, 1.6697697653458217, 0.072895742, 36, 20.134199820013222, 86, 'High Risk'),
(98670, 96, 12, '24:46.0', 37.20807706460715, 95.33997357016395, 110, 72, 85, 'Female', 88.94076304910863, 1.940642126546169, 0.14744843875131863, 38, 23.616195854173807, 84.66666666666667, 'High Risk'),
(98671, 67, 12, '23:46.0', 36.22498884854828, 96.53283946600722, 121, 84, 88, 'Male', 87.80400558213316, 1.7147139122657424, 0.13632893089423653, 37, 29.862831631420626, 96.33333333333333, 'Low Risk'),
(98672, 90, 15, '22:46.0', 36.05433197447495, 96.41122412675425, 111, 81, 36, 'Female', 82.68410119394514, 1.8741652645362261, 0.1450910763423717, 30, 23.539988203466827, 91, 'Low Risk'),
(98673, 77, 16, '21:46.0', 37.47902633065368, 98.62214852733757, 111, 75, 89, 'Female', 53.14124051320122, 1.6109091413502477, 0.064391843, 36, 20.478097020291948, 87, 'Low Risk'),
(98674, 79, 14, '20:46.0', 37.33991516436775, 95.19765636158203, 115, 89, 53, 'Male', 61.52522321220549, 1.9096971904902735, 0.071535699, 26, 16.870353375297224, 97.66666666666667, 'High Risk'),
(98675, 93, 12, '19:46.0', 36.618066105956544, 97.51762500506621, 132, 75, 18, 'Male', 86.48389243286812, 1.6039690416722323, 0.057743177, 57, 33.61578556, 94, 'High Risk'),
(98676, 84, 16, '18:46.0', 36.77394291, 95.31525159840304, 128, 80, 35, 'Male', 88.77865768, 1.5797579049124555, 0.080671878, 48, 35.57357399109874, 96, 'High Risk'),
(98677, 77, 16, '17:46.0', 37.10755989142697, 99.34615400005407, 127, 78, 51, 'Female', 61.03221827789892, 1.9566251031582076, 0.11861943053149987, 49, 15.94204067332762, 94.33333333333333, 'High Risk'),
(98678, 85, 19, '16:46.0', 36.15622961, 98.42019869381774, 124, 87, 34, 'Male', 52.131444418517994, 1.6902042296078397, 0.11423596530798948, 37, 18.248257048836113, 99.33333333333333, 'High Risk'),
(98679, 61, 17, '15:46.0', 36.23827467669732, 97.64134435705571, 139, 76, 33, 'Female', 55.47207311647404, 1.5187529910407185, 0.1457197080221645, 63, 24.04917066063983, 97, 'Low Risk'),
(98680, 66, 13, '14:46.0', 36.02865527, 96.86910691742146, 123, 77, 26, 'Male', 58.18820674984555, 1.6734301000805345, 0.14412408041490543, 46, 20.778769261474316, 92.33333333333333, 'Low Risk'),
(98681, 93, 16, '13:46.0', 36.35710417995472, 96.90336737960207, 137, 75, 85, 'Male', 56.26164831660851, 1.5682147108101276, 0.075192398, 62, 22.877122869492357, 95.66666666666666, 'High Risk'),
(98682, 60, 14, '12:46.0', 37.24774000036139, 97.39308435596598, 122, 88, 56, 'Female', 56.59251835132827, 1.581517805562973, 0.098640107, 34, 22.626159732243384, 99.33333333333333, 'Low Risk'),
(98683, 75, 14, '11:46.0', 37.47522265054746, 95.82772674614245, 138, 70, 73, 'Male', 68.51759182, 1.9002012385797715, 0.052069799, 68, 18.975922448873586, 92.66666666666666, 'Low Risk'),
(98684, 67, 19, '10:46.0', 36.18917922180157, 99.65760894, 136, 83, 51, 'Female', 53.67846519, 1.5446740530182526, 0.079550742, 53, 22.49709212730895, 100.66666666666666, 'Low Risk'),
(98685, 96, 19, '09:46.0', 36.982295639560064, 97.38652130016604, 137, 88, 60, 'Male', 92.63343621913548, 1.631228333635156, 0.124603149, 49, 34.81274442618655, 104.33333333333333, 'High Risk'),
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(98862, 99, 13, '12:46.0', 36.220229675468026, 95.41442549, 135, 73, 80, 'Female', 79.59654132185399, 1.6979555462748608, 0.1376092621265021, 62, 27.60842075982505, 93.66666666666666, 'High Risk'),
(98863, 98, 15, '11:46.0', 36.16465789248085, 97.32375386262471, 127, 82, 32, 'Male', 66.56297990930288, 1.6901381523031462, 0.1332665159477202, 45, 23.301739646982263, 97, 'High Risk'),
(98864, 70, 15, '10:46.0', 37.13732142, 99.02250539929615, 122, 89, 77, 'Female', 65.17057658952658, 1.5519746178397769, 0.075531791, 33, 27.057167798207622, 100, 'Low Risk'),
(98865, 83, 13, '09:46.0', 36.39454148519319, 97.62173774611166, 137, 79, 68, 'Female', 51.24827246779988, 1.6953995548542735, 0.091857247, 58, 17.82933317702171, 98.33333333333333, 'High Risk'),
(98866, 79, 14, '08:46.0', 36.99930375755407, 98.39574982970166, 128, 73, 74, 'Female', 53.449833504811814, 1.9062016329672629, 0.14877489275319866, 55, 14.709864838050246, 91.33333333333333, 'High Risk'),
(98867, 78, 12, '07:46.0', 36.944723909977334, 99.42183727, 136, 80, 54, 'Male', 94.89687476, 1.8962368724476737, 0.11613929752857961, 56, 26.39166170077044, 98.66666666666666, 'Low Risk'),
(98868, 70, 16, '06:46.0', 36.62621218364312, 98.05921873, 133, 70, 83, 'Male', 75.09623975065291, 1.7399505895480745, 0.094414804, 63, 24.80529294485721, 91, 'Low Risk'),
(98869, 96, 19, '05:46.0', 36.219466700833756, 98.79767610009537, 134, 88, 77, 'Female', 87.02013094685466, 1.7001613032803127, 0.074359693, 46, 30.105058689103398, 103.33333333333333, 'High Risk'),
(98870, 98, 19, '04:46.0', 36.06941653791725, 99.75377042, 114, 74, 55, 'Female', 81.04477317974903, 1.5249403537752944, 0.063912663, 40, 34.851325232222095, 87.33333333333333, 'High Risk'),
(98871, 61, 19, '03:46.0', 36.83516454169784, 99.38912075053518, 129, 71, 87, 'Male', 73.00789979547123, 1.5377806906523985, 0.073011677, 58, 30.87315751518586, 90.33333333333333, 'High Risk'),
(98872, 83, 15, '02:46.0', 37.29678302918427, 96.75273206792095, 116, 85, 22, 'Male', 57.653105665113614, 1.8607959638087412, 0.087424028, 31, 16.650420125369823, 95.33333333333333, 'High Risk'),
(98873, 64, 18, '01:46.0', 37.182903374053424, 97.17473429947718, 114, 72, 44, 'Male', 50.40064489653957, 1.6413143562540757, 0.084258186, 42, 18.709085385517533, 86, 'Low Risk'),
(98874, 86, 16, '00:46.0', 37.11670534468177, 95.27910789999692, 116, 80, 49, 'Male', 84.85572488133855, 1.6561501517680841, 0.068662597, 36, 30.93725167390778, 92, 'High Risk'),
(98875, 99, 17, '59:46.0', 36.25595124151498, 97.70521380839386, 138, 72, 55, 'Female', 82.18289486230624, 1.7059964899501194, 0.12455261645891605, 66, 28.237430076323694, 94, 'High Risk'),
(98876, 95, 13, '58:46.0', 36.28918164386073, 98.40956142949952, 133, 89, 73, 'Male', 79.04570335171171, 1.9537081342358835, 0.077027282, 44, 20.708989066005962, 103.66666666666667, 'High Risk'),
(98877, 93, 16, '57:46.0', 36.586320760151324, 99.45081382762264, 132, 75, 22, 'Female', 62.888802157819526, 1.6840594018605752, 0.097764782, 57, 22.17473866096913, 94, 'High Risk'),
(98878, 71, 12, '56:46.0', 36.22125639618294, 98.14223275183546, 135, 76, 67, 'Male', 89.42065720705803, 1.7458955520488755, 0.073136224, 59, 29.336029951324978, 95.66666666666666, 'Low Risk'),
(98879, 75, 17, '55:46.0', 36.646139444783664, 98.56636349782727, 112, 80, 65, 'Male', 81.75511202602232, 1.5544046140722747, 0.13795976879603938, 32, 33.836603668951696, 90.66666666666667, 'High Risk'),
(98880, 75, 18, '54:46.0', 36.10521610277096, 95.84578441428071, 129, 77, 71, 'Female', 50.91774155180967, 1.6900475683483909, 0.13133668204979076, 52, 17.826713110324803, 94.33333333333333, 'High Risk'),
(98881, 67, 13, '53:46.0', 36.14705531018131, 99.62401136277843, 122, 80, 31, 'Female', 90.60605236166167, 1.668112349858724, 0.082907731, 42, 32.56166572738521, 94, 'High Risk'),
(98882, 64, 14, '52:46.0', 36.38829314018896, 99.55374235610728, 125, 76, 21, 'Male', 55.96403547155571, 1.6321162573923758, 0.064359058, 49, 21.009070654507394, 92.33333333333333, 'Low Risk'),
(98883, 62, 14, '51:46.0', 37.362345186051535, 97.08514208927149, 126, 80, 53, 'Female', 77.45869598465582, 1.6176893840792204, 0.1459306364762849, 46, 29.599195718735313, 95.33333333333333, 'Low Risk'),
(98884, 93, 14, '50:46.0', 37.48724026, 97.63055398659885, 119, 70, 62, 'Male', 75.93139525190726, 1.9874557215655402, 0.078127976, 49, 19.223234178068108, 86.33333333333333, 'High Risk'),
(98885, 86, 13, '49:46.0', 37.28200298778377, 99.63138817909348, 139, 80, 86, 'Male', 88.34859320403983, 1.6940697502018418, 0.070799347, 59, 30.784851518659472, 99.66666666666666, 'High Risk'),
(98886, 74, 12, '48:46.0', 36.36443293824311, 95.12504507425867, 130, 76, 27, 'Female', 92.02515284460955, 1.6134202416223196, 0.11211957285491807, 54, 35.35180109503927, 94, 'High Risk'),
(98887, 78, 17, '47:46.0', 36.54267844, 95.03741255620095, 126, 85, 28, 'Male', 59.00980346541158, 1.841904969202606, 0.060749763721855504, 41, 17.393610040487218, 98.66666666666667, 'High Risk'),
(98888, 93, 17, '46:46.0', 36.05586381797889, 98.84221020975517, 127, 88, 42, 'Male', 71.91133641495038, 1.7612632848862595, 0.12067180726494604, 39, 23.18188761098399, 101, 'High Risk'),
(98889, 64, 14, '45:46.0', 37.151519354339825, 95.50615500030366, 127, 74, 86, 'Female', 89.70367117, 1.8671193365261707, 0.078098508, 53, 25.731556877124092, 91.66666666666666, 'Low Risk'),
(98890, 75, 18, '44:46.0', 36.46424665230591, 98.01038945644025, 139, 80, 49, 'Female', 66.39794663989193, 1.9745114378687323, 0.083485445, 59, 17.030811468026776, 99.66666666666666, 'High Risk'),
(98891, 76, 14, '43:46.0', 36.55461114045588, 96.02785278528386, 111, 70, 59, 'Female', 58.59564026, 1.5245653755989639, 0.052189956, 41, 25.210020536718236, 83.66666666666667, 'Low Risk'),
(98892, 77, 18, '42:46.0', 36.52563583043607, 97.43682695832072, 128, 83, 37, 'Female', 56.850472126759215, 1.7328485805324165, 0.146823768, 45, 18.932712754785626, 98, 'Low Risk'),
(98893, 69, 19, '41:46.0', 37.107649290022266, 97.79640644240287, 113, 73, 80, 'Female', 74.68925246236046, 1.932585831626087, 0.080815225, 40, 19.997722162033995, 86.33333333333333, 'Low Risk'),
(98894, 72, 15, '40:46.0', 37.11360097815023, 99.66702089016344, 118, 71, 64, 'Female', 60.375169178754966, 1.7390534909333542, 0.07726621, 47, 19.963306732362746, 86.66666666666667, 'Low Risk'),
(98895, 91, 15, '39:46.0', 36.29600863617944, 99.53910541749232, 123, 86, 35, 'Male', 86.26660328, 1.654851422235053, 0.093345636, 37, 31.50102483371306, 98.33333333333333, 'High Risk'),
(98896, 99, 19, '38:46.0', 36.87073893658781, 96.71249843861035, 121, 81, 26, 'Male', 54.801824965052674, 1.5981823235452783, 0.13060670827028684, 40, 21.455684551956743, 94.33333333333333, 'High Risk'),
(98897, 80, 16, '37:46.0', 37.061334780247115, 96.06490722126593, 123, 88, 53, 'Female', 87.82645655690025, 1.9168067315327142, 0.13689444355631353, 35, 23.903897027595697, 99.66666666666667, 'Low Risk'),
(98898, 68, 15, '36:46.0', 36.129574541061054, 98.74959623401176, 121, 85, 75, 'Male', 55.78686481073194, 1.665727460788684, 0.07039963, 36, 20.105925270886733, 97, 'Low Risk'),
(98899, 93, 12, '35:46.0', 36.37670034695641, 97.60910748720083, 112, 77, 59, 'Male', 73.09720209214815, 1.9607968196738739, 0.1308025599302019, 35, 19.012339740708086, 88.66666666666667, 'High Risk'),
(98900, 61, 17, '34:46.0', 37.45008537967445, 95.50113818336975, 115, 82, 71, 'Male', 78.09959053, 1.8515395308209368, 0.06400218, 33, 22.78152431143625, 93, 'Low Risk'),
(98901, 79, 13, '33:46.0', 36.78164982, 96.03465301, 111, 83, 73, 'Male', 63.58936133203655, 1.8527880603819618, 0.098678214, 28, 18.52392339451335, 92.33333333333333, 'Low Risk'),
(98902, 86, 14, '32:46.0', 37.06963802018067, 97.44055198855798, 122, 82, 70, 'Male', 87.62841745227527, 1.9419338580243863, 0.12793663894490814, 40, 23.236788274855428, 95.33333333333333, 'Low Risk'),
(98903, 90, 19, '31:46.0', 37.08165968063147, 99.99195240882331, 139, 81, 63, 'Female', 85.87697916482173, 1.9408100762773293, 0.13196188923643232, 58, 22.798731428207542, 100.33333333333333, 'Low Risk'),
(98904, 94, 13, '30:46.0', 36.228376678557794, 96.27991716, 130, 77, 18, 'Female', 58.988211258961734, 1.887229503597794, 0.1431811210012353, 53, 16.562114859877767, 94.66666666666666, 'High Risk'),
(98905, 84, 16, '29:46.0', 37.180765821590555, 98.01422921526883, 131, 70, 71, 'Male', 87.97125884802337, 1.7724723984892514, 0.066547871, 61, 28.00153535236149, 90.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(98906, 71, 17, '28:46.0', 36.727069957792644, 97.74121710924908, 138, 79, 58, 'Female', 84.11779231, 1.7509629449109525, 0.072378534, 59, 27.436831450915673, 98.66666666666666, 'Low Risk'),
(98907, 69, 17, '27:46.0', 36.02349154958059, 95.63077406254227, 120, 85, 24, 'Female', 93.2069927, 1.819482366787604, 0.13209576181814506, 35, 28.15482249821168, 96.66666666666667, 'Low Risk'),
(98908, 80, 15, '26:46.0', 36.73061400927221, 98.57300708391521, 137, 83, 28, 'Female', 99.67843375986202, 1.5111361947815585, 0.10483960212278126, 54, 43.65097909953391, 101, 'High Risk'),
(98909, 66, 14, '25:46.0', 36.48487319591463, 97.16125267927372, 125, 80, 59, 'Female', 67.38595073599961, 1.6417630518222746, 0.120775251, 45, 25.000483336271458, 95, 'Low Risk'),
(98910, 61, 17, '24:46.0', 36.19154761665789, 95.37447357787174, 110, 89, 40, 'Female', 84.26470264476319, 1.8433110499927916, 0.093342912, 21, 24.79981490779937, 96, 'Low Risk'),
(98911, 71, 16, '23:46.0', 37.37517457350238, 98.46960402081719, 137, 79, 78, 'Female', 64.76424938168772, 1.8512594032334238, 0.14712326695556727, 58, 18.897344547674994, 98.33333333333333, 'Low Risk'),
(98912, 75, 16, '22:46.0', 37.37938002574689, 99.18080606123203, 127, 85, 32, 'Male', 84.46215397650926, 1.9673341893081333, 0.059482944, 42, 21.82256892819759, 99, 'Low Risk'),
(98913, 81, 19, '21:46.0', 36.195915583862465, 95.60187983970334, 134, 74, 73, 'Male', 64.82990880460495, 1.6705703999632147, 0.14558748821435852, 60, 23.22982010217103, 94, 'Low Risk'),
(98914, 94, 18, '20:46.0', 36.380190588426565, 99.82043736586311, 139, 75, 40, 'Male', 68.09718497129533, 1.6044492629730764, 0.08861795, 64, 26.453137118493707, 96.33333333333333, 'High Risk'),
(98915, 91, 13, '19:46.0', 37.10418187644417, 99.52783423, 125, 80, 46, 'Male', 60.84699070475085, 1.5004025298322863, 0.061502279405311756, 45, 27.028598610445794, 95, 'High Risk'),
(98916, 69, 18, '18:46.0', 36.06437574643685, 97.57366163745044, 114, 85, 24, 'Male', 83.66041573, 1.5111025938007643, 0.052656507888957885, 29, 36.63803019781758, 94.66666666666667, 'High Risk'),
(98917, 85, 14, '17:46.0', 37.25128960671395, 97.83798743855672, 112, 89, 88, 'Female', 54.82871092300735, 1.941616632999957, 0.055982511211434716, 23, 14.543906296118895, 96.66666666666667, 'High Risk'),
(98918, 79, 13, '16:46.0', 36.63647096232802, 99.57573554243866, 130, 82, 43, 'Female', 70.94760078370618, 1.7918478390381267, 0.067714333, 48, 22.09710905660265, 98, 'Low Risk'),
(98919, 90, 13, '15:46.0', 37.04170050597022, 96.14820674209872, 121, 88, 22, 'Female', 71.20788170679911, 1.9801104186084328, 0.076486764, 33, 18.16139686637601, 99, 'High Risk'),
(98920, 64, 19, '14:46.0', 36.43900017048008, 98.87504994335836, 139, 85, 22, 'Male', 51.02550246230793, 1.5829662026755371, 0.087077756, 54, 20.363105204873666, 103, 'Low Risk'),
(98921, 66, 16, '13:46.0', 36.14613959599763, 99.14686233342057, 125, 78, 60, 'Female', 93.22125883032129, 1.5070674974423812, 0.10642266121179358, 47, 41.04398838, 93.66666666666667, 'High Risk'),
(98922, 90, 19, '12:46.0', 37.40591149342207, 95.11161930750274, 124, 84, 85, 'Male', 54.25688584977297, 1.533448323988888, 0.10316238776592994, 40, 23.073664463228084, 97.33333333333333, 'Low Risk'),
(98923, 63, 18, '11:46.0', 37.017287569198494, 95.20802032, 115, 87, 75, 'Male', 81.73265304381891, 1.8680312001641122, 0.12233326921658755, 28, 23.42218166729288, 96.33333333333333, 'Low Risk'),
(98924, 91, 13, '10:46.0', 36.83639553115909, 97.90210403935767, 128, 76, 59, 'Female', 86.28769959, 1.7703722671600333, 0.090670509, 52, 27.530854770433073, 93.33333333333333, 'High Risk'),
(98925, 65, 17, '09:46.0', 37.10812449937539, 99.05326988796953, 128, 82, 63, 'Male', 67.98003586, 1.5884413729892546, 0.10373445689182818, 46, 26.94256930781791, 97.33333333333333, 'Low Risk'),
(98926, 91, 19, '08:46.0', 36.14668012407969, 99.68152304235079, 115, 86, 42, 'Male', 68.70843568736117, 1.6411383782856777, 0.091838646, 29, 25.510540345001353, 95.66666666666667, 'High Risk'),
(98927, 98, 12, '07:46.0', 36.27573931590087, 99.27525546054224, 127, 70, 27, 'Male', 74.60168978673373, 1.657232396835687, 0.09722791, 57, 27.16325654934654, 89, 'High Risk'),
(98928, 87, 14, '06:46.0', 36.35952127666489, 98.29635452587097, 116, 88, 22, 'Female', 86.38544053, 1.684394936, 0.074477442, 28, 30.44757423548569, 97.33333333333333, 'High Risk'),
(98929, 77, 18, '05:46.0', 36.720504651931755, 99.17533624228632, 131, 71, 43, 'Female', 70.23023420801417, 1.510831767776229, 0.13683138743502493, 60, 30.76747813839894, 91, 'High Risk'),
(98930, 93, 19, '04:46.0', 36.94643721019965, 98.45327008863453, 117, 79, 83, 'Male', 86.07580723, 1.6656786668499841, 0.12975278904207102, 38, 31.024061820897728, 91.66666666666667, 'High Risk'),
(98931, 76, 16, '03:46.0', 37.454801725203524, 98.58666714, 137, 71, 83, 'Female', 70.85952025907682, 1.7666294182766715, 0.12061882060709156, 66, 22.70425686056361, 93, 'Low Risk'),
(98932, 74, 19, '02:46.0', 36.21583770290156, 98.23918324, 139, 76, 58, 'Male', 66.62011416570544, 1.920565806, 0.1422574269027514, 63, 18.061216056027444, 97, 'High Risk'),
(98933, 77, 16, '01:46.0', 37.47029156967903, 97.74150244935856, 131, 85, 89, 'Female', 71.37593772814091, 1.859756028, 0.13394487892341397, 46, 20.636682224022508, 100.33333333333333, 'Low Risk'),
(98934, 63, 16, '00:46.0', 36.52632968505421, 98.43262965593246, 124, 83, 61, 'Male', 57.31805660883511, 1.5547288059775137, 0.1402284329230769, 41, 23.712763320239603, 96.66666666666667, 'Low Risk'),
(98935, 90, 17, '59:46.0', 36.01570698414416, 98.37124540092775, 137, 82, 63, 'Male', 72.63195804567788, 1.9088749505182343, 0.060726768, 55, 19.93300585953594, 100.33333333333333, 'Low Risk'),
(98936, 72, 13, '58:46.0', 36.01026041754184, 96.77598428, 128, 71, 53, 'Female', 80.00408257212706, 1.6253729894193811, 0.12122433733812235, 57, 30.28350039367945, 90, 'High Risk'),
(98937, 90, 14, '57:46.0', 37.04779278353722, 97.90667860883705, 127, 83, 41, 'Male', 54.87903272021321, 1.802592805257213, 0.1105903009980436, 44, 16.889281775551115, 97.66666666666667, 'High Risk'),
(98938, 65, 13, '56:46.0', 37.231295588962745, 95.59025127603954, 134, 74, 36, 'Male', 66.78025704776866, 1.8618526788204046, 0.13712492762015654, 60, 19.26448743979631, 94, 'Low Risk'),
(98939, 92, 15, '55:46.0', 37.18712182718074, 96.52409575625272, 123, 74, 28, 'Female', 71.13097015367156, 1.5776155435320076, 0.076934696, 49, 28.579615326916212, 90.33333333333333, 'High Risk'),
(98940, 70, 19, '54:46.0', 37.17008377530826, 95.15497778958797, 112, 79, 86, 'Male', 66.19075732333675, 1.8473543060460145, 0.076194541, 33, 19.395320281641748, 90, 'Low Risk'),
(98941, 83, 16, '53:46.0', 36.24839841651903, 96.57205506347138, 114, 70, 85, 'Female', 65.59852195983211, 1.754691420229658, 0.089180031, 44, 21.305540143690372, 84.66666666666667, 'Low Risk'),
(98942, 98, 13, '52:46.0', 37.17129008169932, 95.18538797749737, 137, 80, 60, 'Male', 96.41138917986866, 1.754537657069008, 0.083101266, 57, 31.318644206736078, 99, 'High Risk'),
(98943, 74, 15, '51:46.0', 36.36183798904074, 98.15782923504275, 136, 70, 71, 'Male', 54.78135791372053, 1.9418386223507662, 0.1420063340007826, 66, 14.528023167873476, 92, 'High Risk'),
(98944, 72, 14, '50:46.0', 37.45957724824773, 99.03080823385386, 138, 75, 87, 'Male', 53.69645624568556, 1.7183697275917929, 0.10036913134341571, 63, 18.184962031453953, 96, 'High Risk'),
(98945, 81, 15, '49:46.0', 36.07728045681171, 96.68050092065273, 125, 73, 44, 'Male', 65.22135358143021, 1.636147142044408, 0.10788322308123147, 52, 24.363803693572123, 90.33333333333333, 'Low Risk'),
(98946, 94, 13, '48:46.0', 36.63711778586318, 97.96574209542656, 123, 88, 71, 'Female', 86.59663105041248, 1.9728708096926209, 0.08872875, 35, 22.24865196294756, 99.66666666666667, 'High Risk'),
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(99124, 76, 12, '50:46.0', 36.02052873900027, 99.37571623, 114, 89, 29, 'Female', 65.43254194887137, 1.6418543526466034, 0.12033388961056747, 25, 24.273060311660952, 97.33333333333333, 'Low Risk'),
(99125, 78, 15, '49:46.0', 36.42130715498941, 95.58569308531638, 117, 84, 84, 'Male', 51.315162401347536, 1.9487951881703178, 0.1363670110994259, 33, 13.511803179806142, 95, 'High Risk'),
(99126, 64, 17, '48:46.0', 36.60175470744896, 97.42104734906883, 130, 75, 52, 'Female', 74.61157196868062, 1.6316972557932001, 0.14676011991255675, 55, 28.023799934523247, 93.33333333333333, 'Low Risk'),
(99127, 74, 19, '47:46.0', 37.32092486921281, 97.39746907765088, 129, 83, 77, 'Female', 96.45994687701963, 1.5543462954397356, 0.078016132, 46, 39.925600192942575, 98.33333333333333, 'High Risk'),
(99128, 69, 12, '46:46.0', 36.97662468013714, 99.36409465559497, 113, 78, 49, 'Male', 80.51052696, 1.7383354401065345, 0.07738992, 35, 26.64314574195396, 89.66666666666667, 'Low Risk'),
(99129, 90, 16, '45:46.0', 36.75210056096938, 97.65578783959963, 121, 86, 62, 'Male', 56.75181366261819, 1.9682054458147205, 0.13953746338821676, 35, 14.650042579413789, 97.66666666666667, 'High Risk'),
(99130, 88, 16, '44:46.0', 36.20901465, 98.84017281460295, 135, 88, 38, 'Male', 61.25175064423359, 1.9755611014543213, 0.1488621936624201, 47, 15.694141831177829, 103.66666666666667, 'High Risk'),
(99131, 97, 16, '43:46.0', 36.887950732247916, 95.91439707, 138, 88, 67, 'Male', 90.48112914866374, 1.622620208028014, 0.07909486, 50, 34.36562533, 104.66666666666666, 'High Risk'),
(99132, 88, 13, '42:46.0', 37.37880854486586, 99.25550871172238, 137, 78, 29, 'Female', 76.46213702, 1.5716693936011468, 0.096732343, 59, 30.954517582810116, 97.66666666666666, 'High Risk'),
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(99134, 85, 19, '40:46.0', 37.15583267864338, 96.61130397893294, 131, 86, 77, 'Male', 70.30716996393886, 1.6728548240664805, 0.11880180886238663, 45, 25.123671760126864, 101, 'Low Risk'),
(99135, 85, 19, '39:46.0', 37.47891610911114, 98.48324891, 110, 73, 58, 'Male', 76.03524712, 1.6279829456772819, 0.096652833, 37, 28.68899003968531, 85.33333333333333, 'Low Risk'),
(99136, 73, 13, '38:46.0', 37.47782134999552, 97.43854396199042, 119, 82, 29, 'Female', 84.30121480574036, 1.539805354694927, 0.075322403, 37, 35.55512271159074, 94.33333333333333, 'High Risk'),
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(99138, 97, 19, '36:46.0', 36.40012543631069, 97.53988566926725, 126, 82, 42, 'Female', 78.91867023258541, 1.6041947796857554, 0.083011732, 44, 30.666595259032327, 96.66666666666667, 'High Risk'),
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(99148, 84, 14, '26:46.0', 37.29564200114881, 96.00785877321171, 115, 72, 25, 'Female', 60.84955976711095, 1.6451784312310314, 0.081275841, 43, 22.48181792594171, 86.33333333333333, 'Low Risk'),
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(99153, 76, 15, '21:46.0', 36.19339144, 99.23850559851792, 135, 75, 81, 'Male', 58.40444814716882, 1.9857251584460855, 0.076503807, 60, 14.81179348809592, 95, 'High Risk'),
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(99155, 65, 12, '19:46.0', 37.05854147568929, 98.51626323591067, 129, 84, 65, 'Female', 90.22045824567704, 1.8231393088972165, 0.1214831880911692, 45, 27.14346698826924, 99, 'Low Risk'),
(99156, 61, 16, '18:46.0', 36.084724157925436, 97.58052405022067, 111, 77, 25, 'Male', 50.02083412045196, 1.9171219210006174, 0.050657224, 34, 13.609791231163797, 88.33333333333333, 'High Risk'),
(99157, 77, 14, '17:46.0', 37.29566770995707, 96.336374, 120, 77, 25, 'Female', 61.64153289049777, 1.5794926479249294, 0.051602467, 43, 24.708035273623526, 91.33333333333333, 'Low Risk'),
(99158, 83, 19, '16:46.0', 36.055540057333424, 98.42416208, 130, 75, 69, 'Female', 52.907481609638694, 1.7826338676622862, 0.11388071909219041, 55, 16.649177487223195, 93.33333333333333, 'High Risk'),
(99159, 72, 17, '15:46.0', 36.19513975663875, 96.86404833205108, 136, 79, 73, 'Male', 68.65590783, 1.7861910507173424, 0.10943704525569374, 57, 21.51900051414171, 98, 'Low Risk'),
(99160, 88, 14, '14:46.0', 36.417584582710425, 97.82119951308509, 130, 72, 88, 'Male', 80.92889588083374, 1.9886557138640346, 0.077401472, 58, 20.463711788910725, 91.33333333333333, 'Low Risk'),
(99161, 98, 13, '13:46.0', 37.408944595488855, 95.00483302496502, 126, 73, 51, 'Female', 78.28767782934463, 1.6688079748932734, 0.066429365, 53, 28.111283708367598, 90.66666666666666, 'High Risk'),
(99162, 65, 17, '12:46.0', 37.31557793018571, 95.07566362131747, 114, 74, 51, 'Male', 70.58494486029001, 1.695783936894929, 0.1271490187130071, 40, 24.54545265160754, 87.33333333333333, 'Low Risk'),
(99163, 66, 19, '11:46.0', 36.17274660644563, 99.69877973891171, 130, 78, 69, 'Female', 91.75787187102854, 1.6278549810307679, 0.052411761475861976, 52, 34.62676399695659, 95.33333333333333, 'High Risk'),
(99164, 83, 14, '10:46.0', 36.48270975837348, 98.92769765882245, 131, 73, 26, 'Male', 75.59852866315539, 1.9410233635445229, 0.10554526005102086, 58, 20.065584606335197, 92.33333333333333, 'Low Risk'),
(99165, 66, 13, '09:46.0', 37.146704604519115, 96.68394722031174, 118, 75, 29, 'Male', 65.74977799778608, 1.7645208074011542, 0.10166858544584559, 43, 21.117413447421324, 89.33333333333333, 'Low Risk'),
(99166, 67, 19, '08:46.0', 36.01839775, 95.17519306, 115, 82, 75, 'Female', 72.79820601163921, 1.8362830981638358, 0.074744877, 33, 21.58944128506117, 93, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(99170, 96, 13, '04:46.0', 36.808379845382866, 97.92598736770896, 114, 78, 44, 'Female', 56.43152057, 1.9401010232228875, 0.080432728, 36, 14.992465675815712, 90, 'High Risk'),
(99171, 90, 15, '03:46.0', 37.47730388547949, 99.07692127959722, 111, 81, 64, 'Male', 76.33563911869862, 1.6721999630730275, 0.063283064, 30, 27.29926328483174, 91, 'Low Risk'),
(99172, 89, 13, '02:46.0', 37.275212862344326, 98.5045369, 123, 78, 20, 'Male', 55.07632015475965, 1.8041060651044587, 0.14736317484033928, 45, 16.921574982135397, 93, 'High Risk'),
(99173, 76, 12, '01:46.0', 36.70014531075974, 95.67385434816772, 133, 75, 32, 'Male', 90.41072049267584, 1.9838036257161313, 0.11510249981664505, 58, 22.973256991135727, 94.33333333333333, 'Low Risk'),
(99174, 92, 14, '00:46.0', 36.99508254117014, 96.51715765149872, 125, 73, 39, 'Female', 51.40126098654703, 1.5811579897903554, 0.12930849853968857, 52, 20.560006113183793, 90.33333333333333, 'High Risk'),
(99175, 65, 18, '59:46.0', 36.479358479809015, 96.97158205974637, 129, 88, 67, 'Male', 69.53729638355844, 1.561736184280988, 0.11362068332435456, 41, 28.51034389617933, 101.66666666666667, 'Low Risk'),
(99176, 86, 14, '58:46.0', 36.195387515992685, 96.82803598631936, 113, 70, 63, 'Male', 60.03425668781275, 1.5088936322493844, 0.11018130977170285, 43, 26.368285133574215, 84.33333333333333, 'Low Risk'),
(99177, 89, 16, '57:46.0', 36.168143504681574, 95.05612996694639, 122, 78, 53, 'Male', 73.90144184220992, 1.918775813456007, 0.074476603, 44, 20.072637463924853, 92.66666666666667, 'Low Risk'),
(99178, 92, 13, '56:46.0', 36.41030555776566, 98.42409626265251, 134, 75, 59, 'Male', 64.15753226, 1.9703571827047184, 0.11942603112366125, 59, 16.525618711013532, 94.66666666666666, 'High Risk'),
(99179, 72, 15, '55:46.0', 37.29912402176916, 98.90191815846958, 114, 72, 42, 'Male', 55.82179456, 1.7532430220331845, 0.065559947, 42, 18.16015520889426, 86, 'High Risk'),
(99180, 92, 17, '54:46.0', 37.31238207183852, 98.47769965, 116, 77, 89, 'Male', 55.64128094595634, 1.6054415048928872, 0.13136822592941805, 39, 21.58778810832095, 90, 'High Risk'),
(99181, 99, 13, '53:46.0', 36.69816185871405, 97.50750351553933, 134, 70, 45, 'Male', 66.73647977949977, 1.8362331962236746, 0.073450399, 64, 19.79281774991952, 91.33333333333333, 'High Risk'),
(99182, 73, 17, '52:46.0', 36.500515175927916, 97.40249602896193, 138, 74, 32, 'Male', 68.37328907078795, 1.7163338924183607, 0.14420978893028863, 64, 23.210415489007357, 95.33333333333333, 'Low Risk'),
(99183, 76, 16, '51:46.0', 36.69834704629682, 96.60036183437046, 115, 75, 81, 'Male', 99.89081959300651, 1.6993545335327893, 0.13634238870083493, 40, 34.59055956366789, 88.33333333333333, 'High Risk'),
(99184, 92, 18, '50:46.0', 36.73852657820954, 96.48713768036497, 112, 81, 31, 'Female', 52.97253219816054, 1.5305158267978347, 0.13887310263204755, 31, 22.613880026673144, 91.33333333333333, 'High Risk'),
(99185, 95, 15, '49:46.0', 36.73707041, 98.45795609848211, 130, 75, 37, 'Male', 98.51860544993491, 1.5670548516779783, 0.13751097191206238, 55, 40.11897779626802, 93.33333333333333, 'High Risk'),
(99186, 60, 19, '48:46.0', 37.242977959815015, 99.86994119616864, 127, 85, 86, 'Female', 86.12806522558398, 1.895048046868969, 0.10145004335366078, 42, 23.983040473209563, 99, 'Low Risk'),
(99187, 91, 12, '47:46.0', 37.30966745793057, 99.44942261593758, 124, 86, 88, 'Female', 88.38184927714025, 1.6865582557986494, 0.052296369083244414, 38, 31.07136914657764, 98.66666666666667, 'High Risk'),
(99188, 70, 18, '46:46.0', 36.879075394428334, 99.12978924376318, 113, 75, 71, 'Male', 90.70999808134347, 1.8744398727226608, 0.12868102329304004, 38, 25.817377791166965, 87.66666666666667, 'Low Risk'),
(99189, 92, 15, '45:46.0', 36.97049437925466, 97.48331616359654, 110, 87, 41, 'Male', 94.70894696175735, 1.9816962638129973, 0.077273796, 23, 24.11664145, 94.66666666666667, 'High Risk'),
(99190, 75, 18, '44:46.0', 37.035496875321606, 99.53775781, 125, 74, 48, 'Male', 75.42918840306929, 1.5394581923650785, 0.13928868952649007, 51, 31.82758133485314, 91, 'High Risk'),
(99191, 73, 17, '43:46.0', 36.25546702379428, 99.74832303671026, 111, 82, 87, 'Female', 86.74742355695685, 1.8294902498283858, 0.080997771, 29, 25.917695689548424, 91.66666666666667, 'Low Risk'),
(99192, 66, 13, '42:46.0', 36.501980673749166, 95.12280740088667, 131, 71, 34, 'Female', 99.7712969, 1.896420905193764, 0.13484400779654426, 60, 27.74189663824132, 91, 'Low Risk'),
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(99194, 89, 14, '40:46.0', 36.40012952077271, 97.35158293753553, 138, 88, 36, 'Female', 74.46916336125828, 1.7524761332662604, 0.10203227762438681, 50, 24.24779493598225, 104.66666666666666, 'Low Risk'),
(99195, 95, 19, '39:46.0', 36.391261291508535, 96.30892014796508, 124, 88, 48, 'Female', 98.14708703984451, 1.5686823936920302, 0.14578387839836476, 36, 39.88479553536008, 100, 'High Risk'),
(99196, 60, 14, '38:46.0', 36.045072678313176, 97.73113559, 110, 81, 20, 'Male', 52.40780282518656, 1.871976209789854, 0.09458171, 29, 14.955305952201803, 90.66666666666667, 'High Risk'),
(99197, 70, 14, '37:46.0', 36.34293782197332, 98.18825663578984, 122, 70, 25, 'Female', 81.92375817862009, 1.502297214, 0.051192479, 52, 36.29929106017088, 87.33333333333333, 'High Risk'),
(99198, 63, 19, '36:46.0', 36.32551377616213, 97.93566180456074, 139, 70, 59, 'Female', 94.47832781, 1.8538142778278468, 0.13422094609919472, 69, 27.491583302836098, 93, 'Low Risk'),
(99199, 99, 16, '35:46.0', 36.609358650371576, 99.08119025986016, 130, 73, 83, 'Female', 99.98777702706803, 1.6336633516038621, 0.14892175062236368, 57, 37.46465865380678, 92, 'High Risk'),
(99200, 62, 18, '34:46.0', 36.77942821296747, 99.44112028188562, 136, 76, 31, 'Female', 84.07367130075964, 1.9949379950529047, 0.067314354, 60, 21.125218457942417, 96, 'Low Risk'),
(99201, 78, 13, '33:46.0', 36.12119206027488, 96.34157001230356, 111, 84, 70, 'Female', 72.58156643, 1.5307545002985465, 0.0644343, 27, 30.975280435629667, 93, 'High Risk'),
(99202, 72, 12, '32:46.0', 36.05228277781414, 95.95886687368483, 113, 74, 27, 'Male', 61.56996488143108, 1.7453790482313472, 0.063980381, 39, 20.21107386178045, 87, 'Low Risk'),
(99203, 63, 15, '31:46.0', 36.566637699339424, 95.19875407484642, 119, 76, 87, 'Female', 65.77064292, 1.6290127747354457, 0.12269922023503857, 43, 24.78466807587013, 90.33333333333333, 'Low Risk'),
(99204, 61, 12, '30:46.0', 37.36762257365152, 95.43830202578492, 136, 79, 18, 'Male', 84.50661764383642, 1.5155762138718738, 0.06920526, 57, 36.79045494101752, 98, 'High Risk'),
(99205, 64, 18, '29:46.0', 37.41838452427483, 99.13615232, 122, 71, 45, 'Female', 61.33114006, 1.569183658686915, 0.058913429, 51, 24.907691848058153, 88, 'Low Risk'),
(99206, 93, 19, '28:46.0', 37.46490383492758, 95.64335042, 132, 89, 30, 'Male', 74.89731948, 1.6561914926248271, 0.092082502, 43, 27.305188308018355, 103.33333333333333, 'High Risk'),
(99207, 78, 17, '27:46.0', 36.04746030197886, 99.20352598423001, 124, 78, 35, 'Female', 60.958193103918916, 1.819081115922787, 0.12234956765913411, 46, 18.42162572817539, 93.33333333333333, 'High Risk'),
(99208, 89, 15, '26:46.0', 36.32055883273525, 95.77123518934897, 110, 86, 73, 'Male', 62.121241164052385, 1.8730346586491153, 0.10677275912963956, 24, 17.70714309575905, 94, 'High Risk'),
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(99386, 78, 16, '28:46.0', 37.26501885, 96.62444817621378, 110, 89, 66, 'Male', 92.28582249962261, 1.7756540011920956, 0.12433738758902294, 21, 29.269701849571252, 96, 'Low Risk'),
(99387, 64, 12, '27:46.0', 36.58116508722617, 95.45678410069857, 134, 72, 38, 'Female', 55.73257575130289, 1.6431660080171593, 0.084972153, 62, 20.641736542075204, 92.66666666666666, 'Low Risk'),
(99388, 82, 16, '26:46.0', 36.893039963910276, 97.59424091275795, 138, 75, 49, 'Female', 72.87678364119378, 1.6982869848097972, 0.068011166, 63, 25.26777695031435, 96, 'Low Risk'),
(99389, 91, 16, '25:46.0', 37.10236808904402, 95.92630120475602, 125, 83, 76, 'Male', 92.78517339800499, 1.8446693740068123, 0.095142565, 42, 27.267260594619778, 97, 'High Risk'),
(99390, 68, 13, '24:46.0', 37.28814190551075, 96.71692056422702, 124, 73, 61, 'Male', 70.29476442554221, 1.8466542725977348, 0.1083604077603735, 51, 20.613502460883314, 90, 'Low Risk'),
(99391, 94, 19, '23:46.0', 37.32184979478947, 97.18869420863122, 123, 77, 69, 'Female', 58.46789762588762, 1.9240458547704207, 0.12066480259573033, 46, 15.793800270449033, 92.33333333333333, 'High Risk'),
(99392, 69, 18, '22:46.0', 36.296545767949624, 98.27225678422722, 128, 73, 38, 'Female', 89.95828078229422, 1.7633960562117725, 0.13060388343132934, 55, 28.92953257042037, 91.33333333333333, 'Low Risk'),
(99393, 87, 15, '21:46.0', 36.66487011613443, 95.90340453152444, 121, 71, 85, 'Male', 61.430433835366124, 1.6086497364892252, 0.062359186, 50, 23.738900388444033, 87.66666666666666, 'Low Risk'),
(99394, 71, 14, '20:46.0', 36.44809805227589, 99.28829974551498, 121, 87, 31, 'Female', 85.60428915189615, 1.8437158086201197, 0.076916401, 34, 25.183005847436817, 98.33333333333333, 'Low Risk'),
(99395, 63, 12, '19:46.0', 36.39408856152181, 98.80374064648616, 111, 85, 40, 'Female', 89.85026453276626, 1.518742824292549, 0.058291718, 26, 38.953894352126966, 93.66666666666667, 'High Risk'),
(99396, 64, 15, '18:46.0', 37.377756322517314, 96.63006616795369, 127, 87, 30, 'Male', 95.1647592, 1.7208673940313461, 0.067670035, 40, 32.13522471682889, 100.33333333333333, 'High Risk'),
(99397, 76, 14, '17:46.0', 37.499408054388304, 98.44526371356764, 110, 85, 45, 'Male', 52.86028341900172, 1.857209203204168, 0.12254543024379035, 25, 15.32525936, 93.33333333333333, 'High Risk'),
(99398, 88, 19, '16:46.0', 37.37508362069289, 95.95703254523688, 128, 81, 88, 'Female', 61.84496659958764, 1.975058627667263, 0.1365779053587437, 47, 15.854201580622675, 96.66666666666667, 'High Risk'),
(99399, 88, 14, '15:46.0', 36.20261665293565, 95.04406466, 134, 88, 27, 'Female', 60.28458877099052, 1.8550822362681656, 0.056651661, 46, 17.517816356202413, 103.33333333333333, 'High Risk'),
(99400, 85, 13, '14:46.0', 36.31690029243858, 99.37816354299642, 118, 83, 55, 'Male', 95.31646041931165, 1.5905687464634348, 0.083933446, 35, 37.675846358254525, 94.66666666666667, 'High Risk'),
(99401, 76, 12, '13:46.0', 37.40827647302289, 97.57820862469373, 124, 72, 69, 'Male', 68.13659921983363, 1.6309036941527961, 0.11000307613834523, 52, 25.616737660621794, 89.33333333333333, 'Low Risk'),
(99402, 83, 14, '12:46.0', 36.61751256626482, 97.27430425855565, 111, 71, 44, 'Female', 63.881623022574125, 1.9811583684069636, 0.1333060443058755, 40, 16.275620511129667, 84.33333333333333, 'High Risk'),
(99403, 91, 15, '11:46.0', 36.13085021, 95.70549974371123, 127, 85, 49, 'Female', 85.71405496462106, 1.9714776343799416, 0.071280482, 42, 22.05303324, 99, 'High Risk'),
(99404, 76, 17, '10:46.0', 36.98827291363121, 97.75345779, 110, 85, 67, 'Female', 84.06985659901828, 1.6423406734015096, 0.11195863013677698, 25, 31.168349819125204, 93.33333333333333, 'High Risk'),
(99405, 72, 13, '09:46.0', 37.075396059247225, 96.72415540356866, 125, 72, 76, 'Male', 59.46424818682809, 1.994860645699575, 0.058141038, 53, 14.942759511425157, 89.66666666666666, 'High Risk'),
(99406, 75, 18, '08:46.0', 36.94662836564842, 99.8108827, 114, 76, 18, 'Female', 94.54432862467202, 1.861483832581235, 0.050237113779420965, 38, 27.284559393850575, 88.66666666666667, 'Low Risk'),
(99407, 79, 13, '07:46.0', 36.22489493, 98.78391676322302, 128, 81, 37, 'Male', 58.25396730717612, 1.6133188508066219, 0.10191759751318567, 47, 22.381288789982328, 96.66666666666667, 'Low Risk'),
(99408, 97, 19, '06:46.0', 36.76180173688885, 97.30077121, 111, 72, 40, 'Male', 90.32999201470066, 1.916079041, 0.14184811272984243, 39, 24.60396672405219, 85, 'High Risk'),
(99409, 79, 15, '05:46.0', 37.38816285323556, 98.49386770899436, 138, 87, 52, 'Female', 62.94345572397402, 1.8194371310893407, 0.13873131460016006, 51, 19.014130740676936, 104, 'Low Risk'),
(99410, 99, 19, '04:46.0', 36.818403291527304, 97.28552940312277, 129, 72, 54, 'Male', 91.86579030874773, 1.5631501823192795, 0.10564402397849246, 57, 37.596931779251385, 91, 'High Risk'),
(99411, 68, 19, '03:46.0', 37.43416782151184, 96.02421699020117, 133, 85, 27, 'Female', 57.60235278458849, 1.6313180616332041, 0.061592872, 48, 21.64526630609708, 101, 'Low Risk'),
(99412, 74, 19, '02:46.0', 36.49921355871157, 96.21267612392279, 122, 80, 58, 'Female', 93.48994495761585, 1.6607883240650165, 0.14304598638454052, 42, 33.89505463046145, 94, 'High Risk'),
(99413, 95, 12, '01:46.0', 37.179353047150755, 96.94550856499824, 127, 89, 33, 'Male', 82.657978, 1.5304685086132368, 0.058962573, 38, 35.28872615218689, 101.66666666666667, 'High Risk'),
(99414, 88, 13, '00:46.0', 36.77268629147606, 97.96898690720847, 135, 88, 18, 'Male', 99.17795259645035, 1.964247590855321, 0.10067773506577854, 47, 25.70530021, 103.66666666666667, 'Low Risk'),
(99415, 61, 12, '59:46.0', 36.54881422, 99.59084570795804, 130, 76, 51, 'Male', 91.80660925512663, 1.638243666151752, 0.14691746182268978, 54, 34.20715476605489, 94, 'High Risk'),
(99416, 95, 17, '58:46.0', 37.235778578639255, 95.22081626842203, 132, 78, 56, 'Male', 56.24739387481023, 1.7818980389287182, 0.12724614383319838, 54, 17.71481842535908, 96, 'High Risk'),
(99417, 88, 14, '57:46.0', 37.38775802281614, 99.57056050658751, 116, 77, 24, 'Male', 76.50697509322679, 1.9553157434289976, 0.1310061816929767, 39, 20.010928361386565, 90, 'Low Risk'),
(99418, 85, 13, '56:46.0', 37.49794089945285, 99.28690551642043, 135, 80, 73, 'Female', 97.14764047107232, 1.9897253783479443, 0.073739294, 55, 24.53838512473659, 98.33333333333333, 'Low Risk'),
(99419, 95, 16, '55:46.0', 36.08158471241853, 99.26077756545287, 120, 82, 29, 'Male', 68.89805010401827, 1.913543494269518, 0.065723129, 38, 18.816127833365286, 94.66666666666667, 'High Risk'),
(99420, 84, 19, '54:46.0', 36.161880559094065, 97.88126101198816, 115, 87, 61, 'Male', 95.99749742594554, 1.930409584330831, 0.10448472067126884, 28, 25.760897001702347, 96.33333333333333, 'Low Risk'),
(99421, 60, 19, '53:46.0', 37.05135452175318, 96.75737974963728, 122, 76, 66, 'Female', 69.84406868514382, 1.822905307528281, 0.06286899, 46, 21.018480295139792, 91.33333333333333, 'Low Risk'),
(99422, 83, 14, '52:46.0', 37.04834737659999, 97.40758985020956, 117, 86, 68, 'Female', 86.51716681031544, 1.5979912297200798, 0.076942655, 31, 33.88078828, 96.33333333333333, 'High Risk'),
(99423, 93, 12, '51:46.0', 37.27763519345131, 98.28456201113848, 134, 84, 62, 'Male', 88.37144869574738, 1.976431777948039, 0.090174899, 50, 22.622902221466543, 100.66666666666666, 'High Risk'),
(99424, 67, 17, '50:46.0', 36.70762154430909, 95.03062921812773, 131, 84, 83, 'Female', 73.32073212917769, 1.6647135557180586, 0.1141082814917963, 47, 26.4574364, 99.66666666666667, 'Low Risk'),
(99425, 82, 15, '49:46.0', 36.52997387938865, 96.40803283515496, 134, 79, 76, 'Male', 62.986934196134285, 1.9501121471807794, 0.063059637, 55, 16.562706085662146, 97.33333333333333, 'High Risk'),
(99426, 78, 19, '48:46.0', 36.98164674049776, 96.23694121447464, 117, 74, 74, 'Female', 52.14218763, 1.7684706252854316, 0.10092225257024143, 43, 16.67222440225922, 88.33333333333333, 'High Risk'),
(99427, 77, 16, '47:46.0', 36.607184299158405, 98.46876964580497, 121, 83, 68, 'Male', 97.18531100204126, 1.8821035163762818, 0.098517496, 38, 27.435546567712137, 95.66666666666667, 'Low Risk'),
(99428, 63, 16, '46:46.0', 36.958170427291606, 99.42246900200774, 138, 84, 44, 'Male', 75.2818006, 1.615507223983851, 0.1037142856240437, 54, 28.845109324572817, 102, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(99429, 69, 19, '45:46.0', 36.759099404861296, 95.83372853406134, 121, 78, 80, 'Male', 79.83721600859802, 1.8830734340963657, 0.078407268, 43, 22.514944011226277, 92.33333333333333, 'Low Risk'),
(99430, 97, 18, '44:46.0', 37.11306152131425, 95.13304639579611, 119, 88, 41, 'Female', 54.15888114779069, 1.8649291794405145, 0.11267230992754883, 31, 15.572021529829684, 98.33333333333333, 'High Risk'),
(99431, 70, 18, '43:46.0', 36.544835759035074, 97.67275894123141, 138, 89, 29, 'Male', 74.29935432136898, 1.753373597166353, 0.085262681, 49, 24.167744146404928, 105.33333333333333, 'Low Risk'),
(99432, 88, 19, '42:46.0', 36.750670585569026, 99.64611374472548, 126, 77, 33, 'Male', 93.94654473251973, 1.6941394141882893, 0.14987445557635737, 49, 32.732751911080825, 93.33333333333333, 'High Risk'),
(99433, 85, 14, '41:46.0', 37.412352957657276, 96.81450084040493, 119, 73, 60, 'Female', 67.86615426789893, 1.576995850523748, 0.078992506, 46, 27.289283857526772, 88.33333333333333, 'Low Risk'),
(99434, 92, 12, '40:46.0', 37.30376351, 99.26465578, 119, 81, 61, 'Female', 77.35700494271914, 1.8138435589997628, 0.1069950682254642, 38, 23.51256409022889, 93.66666666666667, 'High Risk'),
(99435, 99, 12, '39:46.0', 37.32968578966629, 99.94775763382425, 138, 77, 20, 'Male', 53.763327721603936, 1.5763637228575242, 0.060924001, 61, 21.635815943912366, 97.33333333333333, 'High Risk'),
(99436, 81, 15, '38:46.0', 36.45982822063836, 99.68529377809894, 132, 87, 45, 'Male', 78.87362437137614, 1.6276633006521652, 0.083709218, 45, 29.771632877074605, 102, 'Low Risk'),
(99437, 99, 19, '37:46.0', 36.94004730971606, 96.79989427917263, 127, 82, 39, 'Female', 74.15581099505336, 1.644379786416296, 0.066331409, 45, 27.42463964550842, 97, 'High Risk'),
(99438, 80, 19, '36:46.0', 36.425320428951245, 95.55310821, 128, 84, 49, 'Male', 51.49442559466208, 1.6104855624532566, 0.071698292, 44, 19.85393274544447, 98.66666666666667, 'Low Risk'),
(99439, 66, 12, '35:46.0', 36.95678947496958, 95.63903561531728, 137, 86, 81, 'Male', 87.83788188762642, 1.553501588632671, 0.08776584, 51, 36.39640184112453, 103, 'High Risk'),
(99440, 62, 12, '34:46.0', 36.17676732932846, 97.65641503034917, 135, 74, 41, 'Female', 60.329200176450684, 1.9726458540118164, 0.11375138307924886, 61, 15.503484504712434, 94.33333333333333, 'High Risk'),
(99441, 72, 16, '33:46.0', 36.417628574380835, 95.83276557937123, 112, 88, 61, 'Female', 52.10606592285368, 1.957650080799799, 0.059210167, 24, 13.596219, 96, 'High Risk'),
(99442, 67, 13, '32:46.0', 37.29847027851483, 95.49746880711876, 111, 75, 83, 'Male', 64.01638385095922, 1.8825690682794551, 0.14904673336316004, 36, 18.062975827509685, 87, 'High Risk'),
(99443, 95, 12, '31:46.0', 37.120150645087676, 95.60393328325293, 116, 84, 26, 'Female', 71.50772013128154, 1.6266523603314098, 0.1309350033543047, 32, 27.024858974457345, 94.66666666666667, 'High Risk'),
(99444, 64, 14, '30:46.0', 37.44331077289458, 96.08572448785428, 124, 74, 48, 'Male', 78.68578436807931, 1.784596326925994, 0.13869315090941597, 50, 24.706788005346354, 90.66666666666666, 'Low Risk'),
(99445, 82, 17, '29:46.0', 36.834162420367875, 95.37298567659494, 134, 74, 63, 'Male', 78.38643606922733, 1.7419642211857311, 0.1264895954648419, 60, 25.832263256045017, 94, 'Low Risk'),
(99446, 88, 17, '28:46.0', 36.227523683794864, 99.31768172, 124, 81, 42, 'Male', 85.41475930787345, 1.8265317976933653, 0.089004365, 43, 25.60226845563841, 95.33333333333333, 'Low Risk'),
(99447, 68, 12, '27:46.0', 36.990578258446604, 95.34608889040047, 124, 84, 47, 'Male', 71.01506162, 1.8020110060041663, 0.098859521, 40, 21.869335637933034, 97.33333333333333, 'Low Risk'),
(99448, 64, 17, '26:46.0', 37.46167741242889, 96.73239218, 133, 84, 43, 'Male', 68.38121967662103, 1.8208596861959294, 0.11985577842360051, 49, 20.624521491990805, 100.33333333333333, 'Low Risk'),
(99449, 63, 17, '25:46.0', 37.085500463412096, 97.02747102634115, 122, 76, 55, 'Female', 50.52798933009168, 1.7892782726938563, 0.11526034510202718, 46, 15.782516063095606, 91.33333333333333, 'High Risk'),
(99450, 85, 15, '24:46.0', 36.96881255218227, 98.76484967260514, 112, 85, 53, 'Male', 93.51774031725435, 1.7550743814073912, 0.079676463, 27, 30.360082719180348, 94, 'High Risk'),
(99451, 70, 14, '23:46.0', 36.32724104057271, 98.47711903848945, 113, 85, 28, 'Male', 69.88483892383829, 1.8592348, 0.094304143, 28, 20.216896562161622, 94.33333333333333, 'Low Risk'),
(99452, 68, 15, '22:46.0', 36.20127113354318, 96.82171773564069, 119, 85, 48, 'Male', 76.46249469679744, 1.626690545882583, 0.098986831, 34, 28.896056523726077, 96.33333333333333, 'Low Risk'),
(99453, 60, 13, '21:46.0', 36.736254384376345, 95.44121458, 117, 88, 30, 'Female', 92.46935362, 1.7140901935436836, 0.14553058136816596, 29, 31.47244485368696, 97.66666666666667, 'High Risk'),
(99454, 76, 16, '20:46.0', 36.43266999757254, 97.20055199066753, 137, 74, 39, 'Female', 68.49973099619396, 1.9689454319477853, 0.08376188, 63, 17.66938793052082, 95, 'High Risk'),
(99455, 70, 15, '19:46.0', 36.05838357855359, 97.95061397901979, 111, 82, 21, 'Female', 84.55219512245125, 1.830022397, 0.11326749718645705, 29, 25.24713355386816, 91.66666666666667, 'Low Risk'),
(99456, 79, 15, '18:46.0', 36.97831056863505, 96.70463214, 128, 83, 19, 'Male', 63.34694139248871, 1.9594229745390597, 0.071066262, 45, 16.49944206675952, 98, 'High Risk'),
(99457, 79, 16, '17:46.0', 36.34823416271064, 97.46672031284407, 137, 83, 44, 'Male', 98.24594342721134, 1.974196632577041, 0.11146809473837319, 54, 25.207734374604538, 101, 'Low Risk'),
(99458, 71, 12, '16:46.0', 37.36186229943242, 98.29240212779115, 110, 74, 31, 'Female', 74.86807147463168, 1.9629699428305019, 0.10259376132111667, 36, 19.42984548462879, 86, 'Low Risk'),
(99459, 99, 15, '15:46.0', 36.71804949484422, 96.86106260484232, 114, 85, 49, 'Female', 54.49962673294832, 1.580137598699352, 0.1440682965915147, 29, 21.827485767240987, 94.66666666666667, 'High Risk'),
(99460, 68, 16, '14:46.0', 36.56758626259132, 97.34896274631593, 134, 79, 70, 'Male', 87.68995281573135, 1.762053213136979, 0.10621898534040285, 55, 28.243063136756938, 97.33333333333333, 'Low Risk'),
(99461, 63, 14, '13:46.0', 36.45097391745862, 98.30701088620866, 112, 76, 73, 'Female', 63.35940228714962, 1.7766977234759558, 0.058441849, 36, 20.071691803301835, 88, 'Low Risk'),
(99462, 62, 18, '12:46.0', 36.704319496395094, 99.82899072, 130, 71, 63, 'Male', 53.839060708476666, 1.7451366614229973, 0.10085240631692544, 59, 17.67822227373511, 90.66666666666666, 'High Risk'),
(99463, 97, 14, '11:46.0', 36.256389317757346, 96.94734126812702, 136, 75, 37, 'Female', 58.76186220983422, 1.8860420214908733, 0.082334412, 61, 16.519344913755457, 95.33333333333333, 'High Risk'),
(99464, 84, 15, '10:46.0', 37.31968593176224, 99.40592967074036, 110, 76, 74, 'Female', 73.8381793, 1.678875947, 0.089909459, 34, 26.196529800893014, 87.33333333333333, 'Low Risk'),
(99465, 86, 19, '09:46.0', 36.08485802, 96.39611109880857, 131, 78, 88, 'Male', 69.83512785307286, 1.730851816721954, 0.1178126280328419, 53, 23.310637784751872, 95.66666666666666, 'Low Risk'),
(99466, 67, 17, '08:46.0', 36.54818180815721, 99.13701545868508, 135, 70, 63, 'Female', 87.70051532279936, 1.9332866246376537, 0.095464173, 65, 23.464410760012214, 91.66666666666666, 'Low Risk'),
(99467, 97, 19, '07:46.0', 37.40776904553654, 95.51972779046916, 110, 87, 77, 'Female', 73.21121441887028, 1.8114904412059671, 0.1407234572142673, 23, 22.310305515485265, 94.66666666666667, 'High Risk'),
(99468, 96, 12, '06:46.0', 36.17332477551966, 97.09550749285309, 126, 85, 38, 'Female', 70.16414464156185, 1.9971816523495338, 0.061463713, 41, 17.590577592562237, 98.66666666666667, 'High Risk'),
(99469, 76, 14, '05:46.0', 36.14815213, 97.31036951001678, 135, 75, 54, 'Male', 52.589402353211696, 1.907352267017979, 0.10091258311130284, 60, 14.45560975965457, 95, 'High Risk'),
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(99647, 63, 19, '07:46.0', 36.87593334514676, 95.96412498035232, 124, 73, 23, 'Male', 80.04641852874587, 1.7667471586058707, 0.12632569828120044, 51, 25.644433059904014, 90, 'Low Risk'),
(99648, 97, 14, '06:46.0', 36.41912594481728, 98.21251332312859, 111, 80, 62, 'Female', 84.10909963038073, 1.8181417039715986, 0.063079935, 31, 25.44412536389786, 90.33333333333333, 'High Risk'),
(99649, 85, 12, '05:46.0', 37.36162333637819, 99.48449119925904, 131, 88, 88, 'Female', 83.42245783534017, 1.7776569629127996, 0.11942927220045661, 43, 26.398974989717498, 102.33333333333333, 'Low Risk'),
(99650, 92, 12, '04:46.0', 37.180778264012915, 95.46117095338352, 131, 89, 24, 'Female', 86.58057878737739, 1.9539736138434076, 0.096975545, 42, 22.676869205801456, 103, 'High Risk'),
(99651, 93, 19, '03:46.0', 36.63411696204012, 99.91383970643908, 129, 74, 30, 'Female', 67.98887736688985, 1.6417475276719655, 0.12806200849181726, 55, 25.22464879649702, 92.33333333333333, 'High Risk'),
(99652, 97, 17, '02:46.0', 36.65452225882611, 95.96708697, 117, 89, 34, 'Female', 79.69207546147308, 1.7063120391484785, 0.11784349538934676, 28, 27.371476644388732, 98.33333333333333, 'High Risk'),
(99653, 64, 13, '01:46.0', 36.712150169117734, 98.92068665110199, 118, 72, 21, 'Male', 74.97553059646211, 1.8934600735960543, 0.14171480681643728, 46, 20.912562132536472, 87.33333333333333, 'Low Risk'),
(99654, 77, 17, '00:46.0', 36.630967540681795, 98.91142018431432, 134, 80, 24, 'Male', 69.16339123833404, 1.9188075693262465, 0.14292184466727964, 54, 18.785096636735535, 98, 'Low Risk'),
(99655, 97, 18, '59:46.0', 36.192626988782344, 96.97295437233984, 122, 88, 43, 'Male', 85.90856555890919, 1.8251308065980734, 0.14678743133847827, 34, 25.78982981151931, 99.33333333333333, 'High Risk'),
(99656, 93, 13, '58:46.0', 36.15397575736925, 98.62613687275915, 118, 72, 19, 'Male', 92.81615719, 1.5525887503525664, 0.086911823, 46, 38.504431313457566, 87.33333333333333, 'High Risk'),
(99657, 67, 13, '57:46.0', 36.05179811246887, 99.63020489518385, 138, 86, 27, 'Female', 74.16538544343682, 1.9678598431845526, 0.07935722, 52, 19.151946999854392, 103.33333333333333, 'Low Risk'),
(99658, 94, 14, '56:46.0', 36.68283237221145, 96.07224071999663, 128, 71, 36, 'Male', 73.19138433012064, 1.8929561764056235, 0.1312556069435769, 57, 20.425789025803237, 90, 'High Risk'),
(99659, 86, 13, '55:46.0', 36.12008665552802, 96.947249, 129, 89, 52, 'Male', 91.53404985889009, 1.7489510954193612, 0.082029187, 40, 29.924530565237138, 102.33333333333333, 'Low Risk'),
(99660, 80, 13, '54:46.0', 36.32630781, 98.09734120463447, 138, 77, 38, 'Female', 65.56624852473126, 1.9979447595229558, 0.11034003240200133, 61, 16.425302733032662, 97.33333333333333, 'High Risk'),
(99661, 98, 13, '53:46.0', 36.65726007, 95.47083331879114, 122, 75, 66, 'Female', 61.10489749, 1.927595477947833, 0.11956775829500517, 47, 16.44539170706353, 90.66666666666667, 'High Risk'),
(99662, 98, 14, '52:46.0', 36.660248561900055, 96.21917967542974, 114, 78, 53, 'Male', 83.99633111260798, 1.8781032054003448, 0.10157866899594603, 36, 23.813400113198536, 90, 'High Risk'),
(99663, 98, 17, '51:46.0', 36.847703287545116, 98.20606498, 122, 80, 44, 'Male', 61.32180378308834, 1.9374000171493992, 0.083469552, 42, 16.337150982422852, 94, 'High Risk'),
(99664, 65, 13, '50:46.0', 36.505618949310616, 95.02689726225088, 114, 76, 20, 'Male', 56.45830455, 1.8826211549351968, 0.082335561, 38, 15.929493352641838, 88.66666666666667, 'High Risk'),
(99665, 66, 17, '49:46.0', 37.291770567586724, 97.54500895290217, 135, 83, 84, 'Male', 62.33262634897885, 1.9129137386883244, 0.098222511, 52, 17.034314192565173, 100.33333333333333, 'High Risk'),
(99666, 63, 13, '48:46.0', 36.65462218814729, 96.32899736737828, 114, 74, 68, 'Male', 55.748153772008344, 1.5509943210699306, 0.11329043069524337, 40, 23.17448405364146, 87.33333333333333, 'Low Risk'),
(99667, 77, 18, '47:46.0', 36.22280503564686, 95.59757852, 122, 76, 27, 'Female', 52.23641749587465, 1.5745761080702465, 0.1428429810521547, 46, 21.069104130286146, 91.33333333333333, 'Low Risk'),
(99668, 83, 12, '46:46.0', 36.75134837422183, 95.32672690855105, 128, 75, 38, 'Male', 82.75883949212528, 1.8114531979509412, 0.14876312839310146, 53, 25.2208754, 92.66666666666666, 'Low Risk'),
(99669, 96, 12, '45:46.0', 37.38874486992445, 97.24171696323016, 124, 77, 19, 'Male', 56.169106397331056, 1.950449476043294, 0.06262005, 47, 14.764818232558904, 92.66666666666667, 'High Risk'),
(99670, 77, 19, '44:46.0', 37.423752343757485, 98.98092774, 112, 76, 86, 'Female', 64.18166842054913, 1.9562704683363301, 0.11466021286461361, 36, 16.77077779165823, 88, 'High Risk'),
(99671, 64, 12, '43:46.0', 37.241532646989775, 99.27768452470106, 137, 72, 42, 'Male', 58.28415450995974, 1.9574512504093255, 0.1411947514582454, 65, 15.211379133851558, 93.66666666666666, 'High Risk'),
(99672, 71, 18, '42:46.0', 36.58367728544231, 97.99834089418827, 113, 84, 66, 'Female', 61.55899399426466, 1.9572563123806317, 0.077112277, 29, 16.069268564209175, 93.66666666666667, 'High Risk'),
(99673, 62, 14, '41:46.0', 36.818080159242484, 95.74052396165331, 133, 71, 41, 'Male', 50.91020118409767, 1.9784995340137042, 0.13873674197862385, 62, 13.005675342854744, 91.66666666666666, 'High Risk'),
(99674, 69, 18, '40:46.0', 36.183420624232134, 95.89088857306211, 116, 82, 52, 'Female', 77.02696532832205, 1.8332744156591354, 0.1218405270596306, 34, 22.91858669, 93.33333333333333, 'Low Risk'),
(99675, 78, 15, '39:46.0', 37.31561583505009, 97.05657158018316, 127, 84, 83, 'Male', 75.44940135547952, 1.5494315449642433, 0.07416321, 43, 31.42758510879759, 98.33333333333333, 'High Risk'),
(99676, 84, 18, '38:46.0', 37.28468513, 97.05114656980838, 132, 70, 58, 'Male', 74.82093555, 1.554981492758988, 0.10224261162004739, 62, 30.943731592865433, 90.66666666666666, 'High Risk'),
(99677, 96, 16, '37:46.0', 36.997311879136646, 97.45713930927047, 116, 89, 20, 'Female', 95.54592275840476, 1.5315191915194588, 0.11872766538232708, 27, 40.734957958162106, 98, 'High Risk'),
(99678, 98, 19, '36:46.0', 36.06366008446075, 98.17585037905843, 130, 89, 81, 'Female', 78.21411695838758, 1.9539309815101218, 0.13972758510526534, 41, 20.486450006583215, 102.66666666666667, 'High Risk'),
(99679, 83, 14, '35:46.0', 36.219792067967084, 99.93486561424612, 139, 86, 51, 'Female', 54.08613525698852, 1.9331441496140305, 0.10310811461166036, 53, 14.472963637315347, 103.66666666666666, 'High Risk'),
(99680, 93, 12, '34:46.0', 36.61929471331204, 97.17486642112394, 110, 77, 47, 'Female', 67.33213255707221, 1.657316644915709, 0.12042798577809478, 33, 24.51384216378161, 88, 'High Risk'),
(99681, 81, 13, '33:46.0', 37.056604490280804, 96.18409643022635, 126, 72, 48, 'Male', 94.83312942, 1.743810683296893, 0.10954786862033455, 54, 31.186124918445067, 90, 'High Risk'),
(99682, 75, 14, '32:46.0', 36.86997536052046, 95.05496535272137, 134, 80, 86, 'Male', 92.35755373, 1.5310494165565207, 0.052746821, 54, 39.399798848583984, 98, 'High Risk'),
(99683, 77, 12, '31:46.0', 36.92875202, 96.50720573635327, 110, 87, 77, 'Male', 95.39774876, 1.5105403305371594, 0.11917119276637056, 23, 41.80935578484844, 94.66666666666667, 'High Risk'),
(99684, 75, 16, '30:46.0', 37.17247380441464, 96.45287545028376, 112, 76, 51, 'Female', 63.04595077799013, 1.5116356965753006, 0.070545144, 36, 27.590712799854455, 88, 'Low Risk'),
(99685, 62, 18, '29:46.0', 37.33416982449418, 96.50208737870328, 119, 83, 40, 'Male', 52.51616623448402, 1.8224898627772879, 0.061380885, 36, 15.811124984853661, 95, 'High Risk'),
(99686, 61, 16, '28:46.0', 36.40605360398974, 95.03546777, 123, 82, 78, 'Female', 61.25653661725288, 1.7023566289107834, 0.094665641, 41, 21.1373893, 95.66666666666667, 'Low Risk'),
(99687, 97, 13, '27:46.0', 36.932462107702094, 98.84989659, 113, 85, 53, 'Female', 70.61162209979803, 1.6598244650921363, 0.13480717266732575, 28, 25.63019232410925, 94.33333333333333, 'High Risk'),
(99688, 72, 14, '26:46.0', 37.330077547263976, 97.43856700832097, 115, 73, 44, 'Female', 71.34801557735169, 1.7425844126729084, 0.1107084408502356, 42, 23.496017042006414, 87, 'Low Risk'),
(99689, 95, 12, '25:46.0', 36.00568938101214, 95.33675837815991, 110, 81, 77, 'Female', 51.487450651983146, 1.7399869497892788, 0.077650224, 29, 17.006283189622962, 90.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(99691, 88, 17, '23:46.0', 37.08868574329936, 99.18029292552542, 136, 85, 57, 'Female', 92.18564398158662, 1.706285710045457, 0.13689019661481017, 51, 31.66356326137039, 102, 'High Risk'),
(99692, 93, 16, '22:46.0', 37.44066209854096, 95.23232967795006, 136, 75, 42, 'Female', 58.20747429730671, 1.8954027278188235, 0.13737010269278566, 61, 16.202265795552854, 95.33333333333333, 'High Risk'),
(99693, 96, 19, '21:46.0', 36.09910365121681, 95.94535503569757, 115, 88, 82, 'Female', 82.32492813701131, 1.9746982478037602, 0.10965086433260693, 27, 21.11202437649695, 97, 'High Risk'),
(99694, 75, 18, '20:46.0', 36.66404808078661, 95.06554071035406, 130, 85, 45, 'Male', 69.60780857831227, 1.5972551978643579, 0.091982889, 45, 27.284081687462074, 100, 'Low Risk'),
(99695, 62, 18, '19:46.0', 36.20461248768706, 99.63682911421351, 129, 77, 70, 'Male', 99.10608302420962, 1.5376448257313673, 0.10296591052838955, 52, 41.91681245755281, 94.33333333333333, 'High Risk'),
(99696, 77, 17, '18:46.0', 37.28535937, 96.64684412967686, 123, 75, 55, 'Female', 77.84083955698108, 1.8878573532431702, 0.095752171, 48, 21.84083106566249, 91, 'Low Risk'),
(99697, 96, 19, '17:46.0', 37.008835616416725, 96.00315530657711, 111, 70, 67, 'Female', 97.76255521456426, 1.6616527915530352, 0.14466236174541902, 41, 35.40723237056249, 83.66666666666667, 'High Risk'),
(99698, 87, 16, '16:46.0', 36.70086252342552, 99.63130322443143, 127, 79, 37, 'Male', 91.64717963, 1.8695459338974778, 0.1411941696741327, 48, 26.220853518335943, 95, 'Low Risk'),
(99699, 71, 13, '15:46.0', 36.785407490585364, 95.96980392, 130, 85, 23, 'Female', 59.12209005931224, 1.8542280894980967, 0.080466651, 45, 17.19584282617075, 100, 'High Risk'),
(99700, 99, 12, '14:46.0', 36.295031153481155, 98.42859966532971, 130, 73, 83, 'Female', 59.92568907, 1.8759403491243938, 0.099812737, 57, 17.028444856220446, 92, 'High Risk'),
(99701, 92, 13, '13:46.0', 36.049326566232025, 98.21483317451141, 139, 73, 20, 'Female', 89.07546347812996, 1.9542622662044304, 0.1113790530927943, 66, 23.32342884406104, 95, 'High Risk'),
(99702, 94, 17, '12:46.0', 36.742904444720246, 99.75723587933999, 114, 71, 70, 'Male', 58.09866030922768, 1.7180934318202925, 0.056441644523976355, 43, 19.682151167425296, 85.33333333333333, 'High Risk'),
(99703, 73, 14, '11:46.0', 36.11364503378536, 97.9273175, 130, 85, 79, 'Female', 94.04429192991196, 1.8933929093283706, 0.13241621863665376, 45, 26.233180544393566, 100, 'Low Risk'),
(99704, 72, 13, '10:46.0', 36.38118127624468, 97.16139938977476, 126, 72, 65, 'Female', 51.740400410773745, 1.7531474795090645, 0.076355872, 54, 16.83421548455994, 90, 'High Risk'),
(99705, 76, 16, '09:46.0', 36.79703804650964, 96.94916738251094, 123, 82, 63, 'Female', 84.72515128594657, 1.7528214313065897, 0.070959228, 41, 27.57636405094111, 95.66666666666667, 'Low Risk'),
(99706, 96, 17, '08:46.0', 36.61870433592039, 95.34722545681998, 127, 78, 62, 'Female', 79.80197788, 1.9330719175640358, 0.11556825875740885, 49, 21.355887873374403, 94.33333333333333, 'High Risk'),
(99707, 93, 15, '07:46.0', 36.40030735693953, 97.22797225, 115, 87, 25, 'Male', 94.45269135615344, 1.6207784176172435, 0.11672107087778397, 28, 35.955641980147995, 96.33333333333333, 'High Risk'),
(99708, 77, 15, '06:46.0', 36.55977894, 96.30722873077063, 111, 70, 53, 'Female', 87.88809025912413, 1.6006241732636988, 0.12285012059926848, 41, 34.304515085430054, 83.66666666666667, 'High Risk'),
(99709, 91, 17, '05:46.0', 36.283294184659994, 99.36849496, 125, 75, 70, 'Female', 79.56471604983832, 1.5994462288331892, 0.080894003, 50, 31.10149237, 91.66666666666666, 'High Risk'),
(99710, 66, 12, '04:46.0', 36.97233034, 99.22254873406207, 119, 81, 39, 'Male', 66.43339702, 1.7921663950676185, 0.079517694, 38, 20.683774821569997, 93.66666666666667, 'Low Risk'),
(99711, 75, 13, '03:46.0', 36.90647787161107, 95.07009731792448, 127, 73, 63, 'Male', 54.58899965753894, 1.6142196459801084, 0.057124356883073525, 54, 20.949799876039066, 91, 'Low Risk'),
(99712, 69, 12, '02:46.0', 37.07150829588769, 96.79749455848564, 127, 71, 54, 'Male', 63.50281470068451, 1.7100324749920184, 0.13708984724282486, 56, 21.71622132523219, 89.66666666666666, 'Low Risk'),
(99713, 92, 12, '01:46.0', 37.35185248627348, 97.89955486096251, 139, 84, 62, 'Female', 69.13695968994575, 1.9774142303296576, 0.13629221479297143, 55, 17.681331516676867, 102.33333333333333, 'High Risk'),
(99714, 74, 16, '00:46.0', 36.13641165194639, 99.50600829470021, 138, 81, 44, 'Female', 89.88347208762153, 1.798873937312655, 0.061099522, 57, 27.776554993287668, 100, 'Low Risk'),
(99715, 63, 17, '59:46.0', 37.18827426, 99.10788785776985, 131, 85, 18, 'Female', 74.58457573645585, 1.699491723436188, 0.12061182801498563, 46, 25.82325095717664, 100.33333333333333, 'Low Risk'),
(99716, 75, 13, '58:46.0', 37.20610091620235, 97.10889456060524, 122, 84, 81, 'Male', 62.82905674309306, 1.6069177592691235, 0.1383639730805472, 38, 24.33174400992428, 96.66666666666667, 'Low Risk'),
(99717, 76, 12, '57:46.0', 36.407271025130385, 97.83659588478194, 113, 81, 53, 'Male', 62.05285765792636, 1.7982427312298586, 0.082874277, 32, 19.18956630022493, 91.66666666666667, 'Low Risk'),
(99718, 86, 17, '56:46.0', 37.18960811816625, 97.75120172030648, 137, 82, 84, 'Male', 78.77900343877585, 1.9267412750096664, 0.13358701076086466, 55, 21.22089422349717, 100.33333333333333, 'Low Risk'),
(99719, 81, 15, '55:46.0', 36.74065071987441, 99.26307200775963, 120, 73, 31, 'Female', 65.94360776092246, 1.8936378418885598, 0.10405282165640278, 47, 18.38987833365764, 88.66666666666667, 'High Risk'),
(99720, 99, 18, '54:46.0', 36.676367254125964, 99.67075050800108, 135, 84, 26, 'Male', 83.11446724879366, 1.908175647898429, 0.07315243, 51, 22.826531604452175, 101, 'High Risk'),
(99721, 86, 14, '53:46.0', 36.157766335375854, 97.42612857593727, 130, 84, 70, 'Male', 99.33911050438147, 1.5683983682151206, 0.073084294, 46, 40.38382984737717, 99.33333333333333, 'High Risk'),
(99722, 64, 15, '52:46.0', 36.13484574038596, 99.74883602203818, 113, 75, 81, 'Female', 76.44952523438855, 1.969040402278528, 0.068314964, 38, 19.718121478857764, 87.66666666666667, 'Low Risk'),
(99723, 90, 12, '51:46.0', 37.18900139, 95.46082976536907, 131, 80, 26, 'Male', 58.87094681672394, 1.8276978675779232, 0.065038332, 51, 17.623501926061074, 97, 'High Risk'),
(99724, 63, 15, '50:46.0', 37.12039555317918, 98.65890328, 139, 80, 32, 'Male', 50.46010682328414, 1.7884629923517856, 0.1312408718246736, 59, 15.775685861019538, 99.66666666666666, 'High Risk'),
(99725, 79, 19, '49:46.0', 36.81851225732231, 97.15784286887136, 124, 81, 48, 'Female', 70.34622055588554, 1.7185817420335892, 0.070629138, 43, 23.81773078992405, 95.33333333333333, 'Low Risk'),
(99726, 72, 17, '48:46.0', 37.089347900708994, 95.68043047767478, 130, 70, 48, 'Female', 50.138398896028086, 1.7726963000613545, 0.1192079649766457, 60, 15.955182815116492, 90, 'High Risk'),
(99727, 67, 15, '47:46.0', 37.29964875395699, 98.09925035910291, 131, 81, 63, 'Female', 97.48599788501451, 1.592726600001305, 0.12078304907684999, 50, 38.42906120522135, 97.66666666666666, 'High Risk'),
(99728, 82, 14, '46:46.0', 36.188193639239145, 95.06508194957406, 139, 82, 61, 'Female', 79.07104549131584, 1.7750020878862856, 0.051508559, 57, 25.096880610424872, 101, 'Low Risk'),
(99729, 93, 15, '45:46.0', 36.27452944473596, 99.45094452627801, 122, 85, 50, 'Male', 72.71920411, 1.5344406386458678, 0.078451988, 37, 30.88509439628635, 97.33333333333333, 'High Risk'),
(99730, 84, 18, '44:46.0', 37.16624990083996, 97.15536061, 138, 84, 64, 'Male', 76.17269797835827, 1.7448445283569485, 0.095435001, 54, 25.019917104585105, 102, 'Low Risk'),
(99731, 99, 18, '43:46.0', 36.092042983467465, 95.23577881144702, 135, 75, 50, 'Female', 98.65726522231742, 1.6864790366347782, 0.067862182, 60, 34.68703498310577, 95, 'High Risk'),
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(99909, 92, 14, '45:46.0', 36.63123576892217, 95.70418469407541, 126, 81, 62, 'Female', 88.52324293573852, 1.778154355, 0.11975746877291184, 45, 27.99744497209863, 96, 'High Risk'),
(99910, 67, 13, '44:46.0', 36.039073778422924, 97.82336484745272, 129, 70, 67, 'Male', 83.78930651365765, 1.9443732729005805, 0.099744389, 59, 22.16303899588245, 89.66666666666666, 'Low Risk'),
(99911, 73, 13, '43:46.0', 37.024840271976935, 99.70614971950747, 120, 75, 70, 'Male', 74.38503186900313, 1.818025542694922, 0.12979001526089806, 45, 22.505340710496593, 90, 'Low Risk'),
(99912, 89, 15, '42:46.0', 36.98162014120684, 97.61408285, 130, 73, 21, 'Female', 50.70822388526897, 1.5573053469394158, 0.092074829, 57, 20.90888382995324, 92, 'Low Risk'),
(99913, 77, 18, '41:46.0', 36.835362977506556, 96.05046150749564, 126, 79, 37, 'Female', 98.81151790006882, 1.6401120756505538, 0.12440682613584701, 47, 36.73334844, 94.66666666666667, 'High Risk'),
(99914, 70, 16, '40:46.0', 36.917658512280404, 97.84858547593203, 121, 87, 74, 'Female', 76.45505311889421, 1.632868223338285, 0.078543178, 34, 28.67503254236077, 98.33333333333333, 'Low Risk'),
(99915, 61, 14, '39:46.0', 36.11972484059056, 99.82931997, 110, 80, 42, 'Male', 51.09758151009805, 1.9440513779227102, 0.076635554, 30, 13.520254551306378, 90, 'High Risk'),
(99916, 91, 15, '38:46.0', 36.701183405680425, 97.85203108842012, 113, 76, 52, 'Female', 61.714935307760776, 1.511316334434451, 0.084899791, 37, 27.019637960043607, 88.33333333333333, 'High Risk'),
(99917, 63, 12, '37:46.0', 37.30114449471595, 95.53431132465323, 136, 77, 63, 'Male', 69.60251412829463, 1.7321117253723899, 0.1329042594661035, 59, 23.199206139673304, 96.66666666666666, 'Low Risk'),
(99918, 66, 18, '36:46.0', 36.421814490962554, 98.56052512236722, 112, 79, 53, 'Male', 71.82095224420772, 1.836158171744662, 0.10664608999625749, 33, 21.30251988377017, 90, 'Low Risk'),
(99919, 96, 12, '35:46.0', 36.133011400474324, 95.99140089087439, 139, 86, 38, 'Male', 83.60483517748972, 1.5484564653404496, 0.1341561213700807, 53, 34.868510485794445, 103.66666666666666, 'High Risk'),
(99920, 82, 17, '34:46.0', 36.00083457277308, 95.57135709194924, 136, 71, 19, 'Female', 68.59789091766238, 1.872482621813413, 0.075587287, 65, 19.56478914335968, 92.66666666666666, 'Low Risk'),
(99921, 75, 16, '33:46.0', 37.37343558438457, 98.80903813749097, 131, 79, 59, 'Female', 65.10561071233253, 1.5609417167640947, 0.084816088, 52, 26.720528405150723, 96.33333333333333, 'Low Risk'),
(99922, 82, 13, '32:46.0', 36.74608454705664, 95.48468728, 124, 77, 65, 'Male', 76.34113849722999, 1.8123083280721286, 0.050094048, 47, 23.243121910570224, 92.66666666666667, 'Low Risk'),
(99923, 74, 13, '31:46.0', 36.60169683597453, 97.61604001539465, 110, 86, 34, 'Female', 67.87345802650376, 1.5928044729820523, 0.07203022, 24, 26.75315729575341, 94, 'Low Risk'),
(99924, 62, 12, '30:46.0', 36.442758024324355, 98.27759641, 118, 71, 35, 'Male', 92.38772075063224, 1.5245060185155035, 0.086206916, 47, 39.75172382818768, 86.66666666666667, 'High Risk'),
(99925, 75, 19, '29:46.0', 36.88615541027507, 96.21016250619633, 134, 73, 55, 'Female', 86.06248441701725, 1.8613067482881078, 0.094559745, 61, 24.841509090016704, 93.33333333333333, 'Low Risk'),
(99926, 99, 14, '28:46.0', 36.19446201679662, 97.88305492974482, 127, 80, 76, 'Female', 65.31444079419933, 1.630486395988715, 0.079660591, 47, 24.56828569269373, 95.66666666666667, 'High Risk'),
(99927, 93, 17, '27:46.0', 36.34172387916598, 99.30871362141968, 125, 82, 24, 'Male', 79.72090975315683, 1.5551939746994767, 0.12121141703191592, 43, 32.96120771763251, 96.33333333333333, 'High Risk'),
(99928, 63, 18, '26:46.0', 36.49027556851465, 96.74672573560495, 111, 74, 61, 'Male', 91.70676304613892, 1.5209414280795714, 0.12980010937688258, 37, 39.64390122472706, 86.33333333333333, 'High Risk'),
(99929, 95, 18, '25:46.0', 37.46368016646619, 98.43583136692673, 114, 72, 67, 'Female', 73.91775043664796, 1.7048236618087296, 0.090641398, 42, 25.432544464301028, 86, 'High Risk'),
(99930, 84, 18, '24:46.0', 37.42213238249927, 97.55217252981389, 137, 88, 48, 'Male', 59.09831094208365, 1.5195990111054367, 0.12449077513528302, 49, 25.592756473683117, 104.33333333333333, 'Low Risk'),
(99931, 67, 19, '23:46.0', 36.31137482, 98.68656414746808, 118, 78, 52, 'Male', 93.52615179, 1.5412908252123363, 0.080855988, 40, 39.36986076610089, 91.33333333333333, 'High Risk'),
(99932, 89, 15, '22:46.0', 36.65150636037488, 96.24464187067186, 118, 79, 52, 'Female', 82.57735844147533, 1.7018405290905574, 0.12119655668214781, 39, 28.511709795946558, 92, 'Low Risk'),
(99933, 62, 13, '21:46.0', 36.52747967707859, 95.61475480706555, 110, 89, 41, 'Male', 89.18701483970707, 1.612685273845646, 0.14131298157987948, 21, 34.292755853182406, 96, 'High Risk'),
(99934, 86, 18, '20:46.0', 36.94390991735309, 96.16760726001868, 131, 79, 83, 'Male', 96.43788696990424, 1.853023016177399, 0.1245462393381271, 52, 28.085752133643673, 96.33333333333333, 'Low Risk'),
(99935, 86, 12, '19:46.0', 37.25713048255248, 98.31310891827182, 138, 85, 41, 'Male', 88.66373059861692, 1.7098954725102924, 0.099486348, 53, 30.325423590662822, 102.66666666666666, 'High Risk'),
(99936, 65, 12, '18:46.0', 36.43665820578161, 95.52327542660322, 118, 76, 22, 'Female', 86.01831553466678, 1.6607962904763696, 0.13944396014270882, 42, 31.185894215016777, 90, 'High Risk'),
(99937, 80, 13, '17:46.0', 37.25384936352615, 97.99721785601042, 126, 75, 69, 'Female', 50.31370062145283, 1.9554159546612542, 0.11948015101306587, 51, 13.158547500457507, 92, 'High Risk'),
(99938, 69, 18, '16:46.0', 36.96440312015878, 99.92667529569738, 135, 85, 18, 'Female', 72.13975614460222, 1.8127773025560932, 0.11180316263349041, 50, 21.95258969357815, 101.66666666666666, 'Low Risk'),
(99939, 88, 13, '15:46.0', 36.11334002172926, 97.84102757, 114, 77, 76, 'Female', 80.60119676124884, 1.675897257229869, 0.096920896, 37, 28.697674796295015, 89.33333333333333, 'Low Risk'),
(99940, 73, 15, '14:46.0', 37.37923042819182, 95.51919157319932, 132, 87, 67, 'Female', 89.87554045142628, 1.9229783015329314, 0.10496168566203438, 45, 24.30483893411658, 102, 'Low Risk'),
(99941, 67, 18, '13:46.0', 37.31969306660409, 97.43634734123715, 126, 71, 25, 'Male', 94.78439300596949, 1.8613530594703367, 0.058151259, 55, 27.357683336383786, 89.33333333333333, 'Low Risk'),
(99942, 67, 18, '12:46.0', 37.18921935782065, 99.40122532332794, 119, 77, 28, 'Male', 77.62129310713672, 1.7869147694623875, 0.122581951, 42, 24.309341605967806, 91, 'Low Risk'),
(99943, 91, 12, '11:46.0', 36.261409661235255, 96.13228849552601, 119, 87, 56, 'Male', 81.38321611289277, 1.9670033848766033, 0.10469323271177697, 32, 21.034133880075064, 97.66666666666667, 'High Risk'),
(99944, 89, 16, '10:46.0', 37.08119681316956, 95.57779967367406, 118, 76, 30, 'Male', 86.50779684, 1.5102383941583761, 0.0907092, 42, 37.928375133371375, 90, 'High Risk'),
(99945, 75, 12, '09:46.0', 36.59645647367951, 99.66491311478632, 117, 86, 79, 'Male', 63.57238535974447, 1.7268428962403648, 0.084472847, 31, 21.31880467639416, 96.33333333333333, 'Low Risk'),
(99946, 84, 13, '08:46.0', 36.50172223763048, 98.12196195030187, 125, 83, 36, 'Female', 62.83123391240413, 1.8968805623578837, 0.053531081, 42, 17.462065630282797, 97, 'High Risk'),
(99947, 76, 17, '07:46.0', 37.30938631606315, 98.31127009932855, 130, 84, 79, 'Female', 84.36636800049922, 1.5307374848123967, 0.12595701203111415, 46, 36.00542306486732, 99.33333333333333, 'High Risk'),
(99948, 81, 17, '06:46.0', 36.17891537433218, 99.91015259, 138, 89, 74, 'Male', 52.06817588332246, 1.744847944891267, 0.13592823068329501, 49, 17.102405156307714, 105.33333333333333, 'High Risk'),
(99949, 79, 19, '05:46.0', 37.388889251120276, 95.04775993, 126, 74, 29, 'Male', 82.78990297349071, 1.6443687872177613, 0.10277954164979738, 52, 30.61814845711857, 91.33333333333333, 'High Risk'),
(99950, 99, 19, '04:46.0', 36.551885524881264, 99.60082386023718, 137, 78, 18, 'Male', 53.376670863639006, 1.9542987415235666, 0.053155013, 59, 13.975571561966538, 97.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(99951, 89, 14, '03:46.0', 36.45296080470065, 95.61250925244241, 126, 85, 44, 'Male', 90.82925091113799, 1.7655197446187842, 0.12148127742417865, 41, 29.139397966348145, 98.66666666666667, 'Low Risk'),
(99952, 79, 18, '02:46.0', 36.88554461237013, 99.63334970027981, 137, 83, 47, 'Male', 54.69581666, 1.6882713480186462, 0.050438387, 54, 19.18976299885936, 101, 'Low Risk'),
(99953, 68, 14, '01:46.0', 37.04573306, 95.93380484985495, 118, 88, 50, 'Female', 88.53738532842176, 1.9732518773078032, 0.068147278, 30, 22.738491151282318, 98, 'Low Risk'),
(99954, 63, 12, '00:46.0', 36.024934800945836, 98.3974326, 116, 78, 63, 'Male', 66.08387270795883, 1.7049553982341992, 0.092298261, 38, 22.733664234632034, 90.66666666666667, 'Low Risk'),
(99955, 86, 12, '59:46.0', 37.281231537445436, 98.59910212, 127, 81, 18, 'Male', 76.51370345, 1.9476826665329312, 0.11179129263513765, 46, 20.169857264624543, 96.33333333333333, 'Low Risk'),
(99956, 71, 19, '58:46.0', 36.54343011990694, 98.82188029640993, 132, 87, 37, 'Female', 87.67280202959128, 1.835812994084178, 0.050694154, 45, 26.014052227688964, 102, 'Low Risk'),
(99957, 79, 13, '57:46.0', 36.92155122551682, 96.97881733063785, 119, 79, 42, 'Female', 81.23144358088801, 1.6643029979825799, 0.052754897, 40, 29.326442296930022, 92.33333333333333, 'Low Risk'),
(99958, 72, 15, '56:46.0', 36.48955253, 97.91052013089485, 129, 82, 42, 'Female', 84.38349960031971, 1.6160400480789603, 0.12706557382448097, 47, 32.31121540385573, 97.66666666666667, 'High Risk'),
(99959, 90, 12, '55:46.0', 37.16886411507992, 98.13885261, 124, 76, 58, 'Male', 94.07279778688613, 1.7311273651631247, 0.1485861907059007, 48, 31.391062612009996, 92, 'High Risk'),
(99960, 69, 15, '54:46.0', 36.16696987779211, 99.67004137773887, 138, 71, 54, 'Male', 54.91061574260935, 1.7297617719259089, 0.14421326636980014, 67, 18.352013665521415, 93.33333333333333, 'High Risk'),
(99961, 73, 17, '53:46.0', 36.35134817960348, 98.4820914, 119, 75, 47, 'Female', 98.80828780318589, 1.8661961418201942, 0.053128232, 44, 28.371271464909196, 89.66666666666667, 'Low Risk'),
(99962, 93, 12, '52:46.0', 36.361950859994806, 95.79379701061646, 134, 76, 47, 'Female', 88.20960293564939, 1.7585356225645465, 0.063321508, 58, 28.524203535765963, 95.33333333333333, 'High Risk'),
(99963, 75, 14, '51:46.0', 37.22115809533118, 96.25748690411518, 128, 83, 57, 'Female', 73.25745432934023, 1.8412969026110961, 0.079628934, 45, 21.60748289191979, 98, 'Low Risk'),
(99964, 77, 17, '50:46.0', 36.584904645944036, 96.27406396856043, 110, 81, 85, 'Male', 63.93800797, 1.702073065668086, 0.10206395954111674, 29, 22.07001878322178, 90.66666666666667, 'Low Risk'),
(99965, 83, 16, '49:46.0', 37.30160629, 95.89846603411901, 122, 82, 57, 'Female', 59.09124303, 1.9847739843442271, 0.14757707098607784, 40, 15.000336732257542, 95.33333333333333, 'High Risk'),
(99966, 86, 12, '48:46.0', 37.37743366269666, 99.24500318394996, 121, 72, 47, 'Female', 84.15678675, 1.8302980343268362, 0.10309160097298764, 49, 25.121497162655906, 88.33333333333333, 'Low Risk'),
(99967, 70, 13, '47:46.0', 36.72711751913303, 95.14106702, 116, 87, 86, 'Male', 97.38856771201857, 1.8182502139534242, 0.064428968, 29, 29.457825421430673, 96.66666666666667, 'Low Risk'),
(99968, 90, 12, '46:46.0', 36.17638633684704, 95.10388734041794, 122, 85, 45, 'Male', 51.56441786418127, 1.9767133519511826, 0.11212672332731541, 37, 13.196620496812232, 97.33333333333333, 'High Risk'),
(99969, 73, 13, '45:46.0', 36.103437529624145, 97.84235338051033, 116, 88, 27, 'Female', 56.00867911054898, 1.9875024410959217, 0.1490365633444084, 28, 14.178816731199936, 97.33333333333333, 'High Risk'),
(99970, 91, 16, '44:46.0', 37.20867164944311, 95.63111266337624, 111, 70, 60, 'Male', 95.00243156, 1.831493703502173, 0.12178658636945609, 41, 28.32199626754776, 83.66666666666667, 'High Risk'),
(99971, 66, 18, '43:46.0', 36.86691377944936, 98.76379992691443, 116, 84, 34, 'Female', 67.47596741654479, 1.893926470366768, 0.068856718, 32, 18.81147682510834, 94.66666666666667, 'Low Risk'),
(99972, 63, 15, '42:46.0', 37.46046096507107, 96.81175112430626, 132, 74, 71, 'Female', 77.94582413835789, 1.9903796716000548, 0.079560693, 58, 19.675283482648705, 93.33333333333333, 'Low Risk'),
(99973, 91, 14, '41:46.0', 36.05652738955054, 97.15090328, 124, 72, 29, 'Female', 95.21070576969777, 1.6974829637369457, 0.052814346, 52, 33.042655, 89.33333333333333, 'High Risk'),
(99974, 60, 13, '40:46.0', 36.20392781533906, 96.99426837078593, 133, 76, 69, 'Male', 72.56964219940005, 1.5505670715054065, 0.11171498296011073, 57, 30.183796771223523, 95, 'High Risk'),
(99975, 67, 16, '39:46.0', 36.91580110174921, 97.01967101, 139, 79, 88, 'Male', 54.93165906286943, 1.6183055175713255, 0.052787739885314204, 60, 20.974986318496768, 99, 'Low Risk'),
(99976, 68, 17, '38:46.0', 36.96933465815541, 99.65407128716281, 115, 78, 28, 'Female', 99.77646510603932, 1.8457810842946079, 0.13912425768659026, 37, 29.286517463077224, 90.33333333333333, 'Low Risk'),
(99977, 87, 16, '37:46.0', 36.98555114128773, 95.47002057393121, 136, 78, 61, 'Female', 84.65158872875703, 1.656889294, 0.12938808370938926, 58, 30.83529658, 97.33333333333333, 'High Risk'),
(99978, 95, 17, '36:46.0', 37.473669391870125, 95.18307012126526, 113, 82, 24, 'Female', 62.256959741073544, 1.956201846373226, 0.061524113, 31, 16.268989525629976, 92.33333333333333, 'High Risk'),
(99979, 73, 12, '35:46.0', 37.018619669352645, 97.12741497975114, 126, 75, 78, 'Female', 60.944482043610364, 1.5789949173882394, 0.068805356, 51, 24.444036654086805, 92, 'Low Risk'),
(99980, 75, 19, '34:46.0', 36.14280740614111, 96.45582261049053, 120, 89, 31, 'Female', 54.54874199142499, 1.7927727319124247, 0.07664601, 31, 16.972048470061367, 99.33333333333333, 'High Risk'),
(99981, 91, 14, '33:46.0', 36.64007592378554, 99.49834843015833, 123, 73, 83, 'Male', 91.53172867456605, 1.8965841652460402, 0.052027848, 50, 25.446462945866063, 89.66666666666666, 'High Risk'),
(99982, 98, 19, '32:46.0', 36.106441663605224, 98.01930125564301, 114, 85, 63, 'Male', 82.63520031085005, 1.6839845227343992, 0.10583896216229574, 29, 29.139956082010656, 94.66666666666667, 'High Risk'),
(99983, 76, 19, '31:46.0', 36.36137959763838, 98.96688859734329, 134, 75, 87, 'Female', 88.08046820813888, 1.6000815940320794, 0.12358680817990883, 59, 34.40292396273354, 94.66666666666666, 'High Risk'),
(99984, 69, 16, '30:46.0', 36.354645321253436, 98.14166579, 138, 83, 34, 'Female', 75.76939884346515, 1.7104675276728314, 0.11576406080877637, 55, 25.89787760679772, 101.33333333333333, 'Low Risk'),
(99985, 74, 12, '29:46.0', 37.457728140058364, 98.52717797098886, 131, 70, 23, 'Male', 53.008472628398344, 1.8034454306184764, 0.12237262495441388, 61, 16.298186351771868, 90.33333333333333, 'High Risk'),
(99986, 69, 12, '28:46.0', 37.03708062841568, 96.55401935120426, 132, 89, 57, 'Female', 69.24713187, 1.5834426109295514, 0.084167427, 43, 27.61831220233504, 103.33333333333333, 'Low Risk'),
(99987, 89, 17, '27:46.0', 36.420765619726886, 98.25902453595431, 124, 79, 80, 'Male', 97.40510629817979, 1.5374298515951232, 0.067864211, 45, 41.208907975229415, 94, 'High Risk'),
(99988, 62, 15, '26:46.0', 36.80451764169316, 99.43490802506521, 110, 72, 38, 'Female', 89.65730425662943, 1.6891551695688967, 0.061099892, 38, 31.422923157412637, 84.66666666666667, 'High Risk'),
(99989, 90, 12, '25:46.0', 37.37697547160777, 95.30515309595975, 123, 83, 47, 'Female', 84.10259512991107, 1.6618308187913258, 0.070316851, 40, 30.453399475705165, 96.33333333333333, 'High Risk'),
(99990, 83, 17, '24:46.0', 36.02358337, 98.72103594250729, 111, 86, 25, 'Male', 71.93672445908143, 1.5701502811584227, 0.12847566370383223, 25, 29.178853016405913, 94.33333333333333, 'Low Risk'),
(99991, 70, 14, '23:46.0', 36.36861276889863, 97.62703531, 129, 79, 54, 'Male', 78.21293596644273, 1.661896118, 0.056756077, 50, 28.318538884356723, 95.66666666666666, 'Low Risk'),
(99992, 88, 15, '22:46.0', 36.16130900461981, 97.97769849572347, 131, 81, 52, 'Male', 53.97025772284758, 1.7660355997571198, 0.12296774898715303, 50, 17.304361700359024, 97.66666666666666, 'High Risk'),
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(100170, 60, 15, '24:46.0', 37.13354569089473, 98.05864030604255, 111, 87, 54, 'Male', 56.017020121307894, 1.936442882164219, 0.089155732, 24, 14.938624796087938, 95, 'High Risk'),
(100171, 65, 13, '23:46.0', 37.26765703202977, 96.71911043640209, 120, 72, 58, 'Male', 93.41691893777815, 1.527848464398575, 0.13200969337253804, 48, 40.018884177666045, 88, 'High Risk'),
(100172, 98, 18, '22:46.0', 36.55694782508411, 95.13415483027866, 128, 77, 29, 'Female', 52.76220584171155, 1.6104103901359892, 0.10745383184960539, 51, 20.344630946258285, 94, 'High Risk'),
(100173, 88, 19, '21:46.0', 36.87044329107739, 98.66942554840394, 118, 78, 24, 'Female', 65.58764147564077, 1.983628893691785, 0.094374995, 40, 16.668678215878728, 91.33333333333333, 'High Risk'),
(100174, 88, 18, '20:46.0', 37.30895602072476, 97.24405461, 121, 77, 71, 'Male', 95.31229269, 1.5457077005713928, 0.056567038, 44, 39.89276836746119, 91.66666666666667, 'High Risk'),
(100175, 66, 16, '19:46.0', 37.10316807298658, 96.84941608021428, 114, 83, 64, 'Female', 72.12541657097208, 1.824075044011702, 0.090877115, 31, 21.677187358748405, 93.33333333333333, 'Low Risk'),
(100176, 71, 16, '18:46.0', 36.75629567246581, 95.14826775379174, 139, 86, 79, 'Female', 57.21272160173463, 1.6872121432531364, 0.10254329191889322, 53, 20.098017621521038, 103.66666666666666, 'Low Risk'),
(100177, 70, 19, '17:46.0', 36.95715158747764, 96.70794316635879, 110, 75, 62, 'Male', 62.780702504333114, 1.8915313973156858, 0.12244028963932055, 35, 17.54684590168448, 86.66666666666667, 'High Risk'),
(100178, 61, 18, '16:46.0', 37.41587390570358, 99.66024122893195, 113, 73, 27, 'Female', 90.45582442826245, 1.7992313708627148, 0.10283435, 40, 27.942322882996674, 86.33333333333333, 'Low Risk'),
(100179, 74, 15, '15:46.0', 37.49184130648772, 96.11807750758057, 114, 87, 47, 'Male', 54.064505406902484, 1.5342811203984494, 0.11438955174575817, 27, 22.96689857, 96, 'Low Risk'),
(100180, 91, 14, '14:46.0', 36.30279845867379, 96.89800402, 135, 83, 37, 'Male', 50.08709379259972, 1.5602615965351743, 0.1261396540810409, 52, 20.574580785174604, 100.33333333333333, 'High Risk'),
(100181, 70, 12, '13:46.0', 36.20699291546701, 96.75252097356841, 129, 89, 85, 'Male', 59.63972151, 1.9102170179543614, 0.064693081, 40, 16.34444534339799, 102.33333333333333, 'High Risk'),
(100182, 80, 16, '12:46.0', 37.348399573001274, 97.63845300931837, 116, 82, 62, 'Female', 72.65704699443135, 1.5137556145984163, 0.052803496, 34, 31.707807205930365, 93.33333333333333, 'High Risk'),
(100183, 65, 18, '11:46.0', 36.05028393947902, 98.14953056, 132, 77, 67, 'Male', 64.15631909282124, 1.5227686846475157, 0.068247911, 55, 27.667604860749826, 95.33333333333333, 'Low Risk'),
(100184, 86, 15, '10:46.0', 36.82669312389609, 99.37822372671906, 117, 73, 36, 'Male', 70.00368959650145, 1.5866148687129698, 0.083012797, 44, 27.808520947504345, 87.66666666666667, 'Low Risk'),
(100185, 97, 16, '09:46.0', 36.951740509931525, 98.83497197265233, 129, 76, 68, 'Male', 89.25231959562376, 1.5626639144822005, 0.14648642308431375, 53, 36.55008111197621, 93.66666666666666, 'High Risk'),
(100186, 86, 12, '08:46.0', 36.71522963952407, 99.21699958609216, 124, 72, 78, 'Female', 57.40337217660437, 1.7297548613888165, 0.12855419867241902, 52, 19.185286375129774, 89.33333333333333, 'Low Risk'),
(100187, 84, 18, '07:46.0', 36.45293314027922, 96.44512574471418, 118, 82, 48, 'Female', 62.45433419985372, 1.746582582089112, 0.08795147, 36, 20.47313420200332, 94, 'Low Risk'),
(100188, 61, 19, '06:46.0', 37.39368490251206, 98.23764982301833, 113, 77, 66, 'Female', 69.85537763603686, 1.7744402225032014, 0.12796003358413988, 36, 22.185902395139163, 89, 'Low Risk'),
(100189, 80, 12, '05:46.0', 36.78111061004191, 96.40356799939862, 117, 82, 33, 'Male', 87.54162166534704, 1.6079713648609455, 0.11563363116112586, 35, 33.85774006886664, 93.66666666666667, 'High Risk'),
(100190, 88, 17, '04:46.0', 36.21731837125729, 99.65126411017629, 117, 80, 33, 'Male', 93.96049738057775, 1.6707749536138479, 0.074119034, 37, 33.659634414062076, 92.33333333333333, 'High Risk'),
(100191, 94, 17, '03:46.0', 36.92897642404991, 96.88744326331866, 120, 73, 46, 'Male', 91.78055144180466, 1.668383936325403, 0.062029673, 47, 32.97301524303806, 88.66666666666667, 'High Risk'),
(100192, 94, 19, '02:46.0', 37.38007754, 98.91431689946702, 114, 82, 65, 'Male', 94.15058384078151, 1.588596046482572, 0.11494762692545976, 32, 37.30749270153375, 92.66666666666667, 'High Risk'),
(100193, 63, 16, '01:46.0', 36.34691901370238, 96.31745359017899, 124, 71, 87, 'Female', 83.03409126023028, 1.768623127038151, 0.14377832619862718, 53, 26.545189968002553, 88.66666666666666, 'Low Risk'),
(100194, 66, 12, '00:46.0', 36.733308514774706, 95.32168555, 139, 78, 75, 'Female', 50.97785161, 1.688134634902283, 0.13226803326577935, 61, 17.88822991992954, 98.33333333333333, 'High Risk'),
(100195, 93, 17, '59:46.0', 37.023263799722756, 96.56895606407164, 117, 70, 89, 'Female', 67.25611249055777, 1.8821294067836938, 0.087811193, 47, 18.985970436038144, 85.66666666666667, 'High Risk'),
(100196, 87, 13, '58:46.0', 37.19170079, 98.02532685287645, 134, 82, 74, 'Female', 64.88803915907697, 1.9131722141669192, 0.13858086268472308, 52, 17.72786847117411, 99.33333333333333, 'High Risk'),
(100197, 65, 17, '57:46.0', 36.93167303228434, 95.44007620559934, 119, 80, 33, 'Male', 64.95563089053867, 1.715033894182703, 0.074903705, 39, 22.08367720323243, 93, 'Low Risk'),
(100198, 64, 18, '56:46.0', 37.38344804018353, 99.70096096661676, 130, 76, 68, 'Female', 83.02145784173106, 1.747638457730544, 0.12819405885514826, 54, 27.182360579964982, 94, 'Low Risk'),
(100199, 60, 19, '55:46.0', 36.98325255346657, 98.60791081159829, 119, 74, 86, 'Female', 98.92783235177254, 1.895708428364984, 0.083382128, 45, 27.52804764, 89, 'Low Risk'),
(100200, 62, 17, '54:46.0', 37.22354338176978, 95.68103082531319, 138, 71, 27, 'Male', 79.50491189406333, 1.9107832455638398, 0.080666674, 67, 21.775649196912983, 93.33333333333333, 'Low Risk'),
(100201, 82, 15, '53:46.0', 36.76864160326529, 95.94814015243237, 130, 71, 73, 'Male', 66.64054439, 1.9618387306271656, 0.1308760705097295, 59, 17.314578668939795, 90.66666666666666, 'High Risk'),
(100202, 71, 12, '52:46.0', 36.043964542432555, 97.78914776583079, 137, 76, 79, 'Female', 92.19580150983487, 1.6049389671111967, 0.1106667880518353, 61, 35.79267038093018, 96.33333333333333, 'High Risk'),
(100203, 98, 19, '51:46.0', 36.48765597098048, 99.22750133917626, 125, 88, 80, 'Male', 88.73510564228513, 1.6660380194783357, 0.11354451875144238, 37, 31.968749960728594, 100.33333333333333, 'High Risk'),
(100204, 87, 15, '50:46.0', 36.41833559739224, 99.84619115160112, 116, 79, 50, 'Male', 62.904002082589564, 1.8120820622244387, 0.082257014, 37, 19.156781881869538, 91.33333333333333, 'Low Risk'),
(100205, 97, 18, '49:46.0', 36.71947157454271, 96.25613953610886, 132, 80, 68, 'Female', 91.56944501460598, 1.7140716381349401, 0.12913156437283868, 52, 31.16683086359846, 97.33333333333333, 'High Risk'),
(100206, 91, 15, '48:46.0', 37.34271697, 98.93694788894886, 117, 71, 76, 'Female', 91.22420042086779, 1.5435130693236048, 0.057137014, 46, 38.29035944425205, 86.33333333333333, 'High Risk'),
(100207, 87, 16, '47:46.0', 36.36113874231201, 99.06034699045593, 133, 72, 46, 'Male', 74.97767389755549, 1.5245331102235857, 0.067237915, 61, 32.25954524208047, 92.33333333333333, 'High Risk'),
(100208, 83, 18, '46:46.0', 36.72374420182167, 95.74651849, 134, 87, 49, 'Male', 68.51239655195866, 1.574361945719938, 0.08839959, 47, 27.641397204707797, 102.66666666666667, 'Low Risk'),
(100209, 60, 14, '45:46.0', 37.41052718070883, 95.15419034036817, 127, 76, 68, 'Female', 89.37741815613326, 1.596368997967328, 0.062259901, 51, 35.07205673033676, 93, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(100210, 86, 12, '44:46.0', 36.543135653738005, 96.55519545401368, 122, 82, 69, 'Female', 65.40226943928275, 1.6297187406533538, 0.115670146, 40, 24.624504435293353, 95.33333333333333, 'Low Risk'),
(100211, 73, 12, '43:46.0', 36.76986673704005, 95.75864531996818, 128, 80, 72, 'Female', 73.74216681969807, 1.5728606859833265, 0.12683652371595514, 48, 29.808174508896293, 96, 'Low Risk'),
(100212, 74, 16, '42:46.0', 36.81176141143253, 96.20978512281764, 115, 71, 45, 'Male', 82.20027184935812, 1.6772748300166975, 0.089350257, 44, 29.21896271402721, 85.66666666666667, 'Low Risk'),
(100213, 76, 16, '41:46.0', 36.46814052726128, 99.08181706557545, 123, 82, 52, 'Male', 65.95851403459702, 1.8028741926467142, 0.058466726671513584, 41, 20.29270859355289, 95.66666666666667, 'Low Risk'),
(100214, 79, 13, '40:46.0', 37.138063972632175, 96.78743843954317, 111, 70, 51, 'Female', 59.767503888065114, 1.8476385973063905, 0.086162734, 41, 17.50777941722301, 83.66666666666667, 'High Risk'),
(100215, 81, 19, '39:46.0', 36.37002928503082, 99.94455373, 122, 72, 88, 'Male', 53.29009062393465, 1.521960388036437, 0.14260282614945857, 50, 23.005928215107904, 88.66666666666666, 'Low Risk'),
(100216, 89, 15, '38:46.0', 36.29840144280721, 97.58722413035639, 136, 78, 74, 'Male', 77.75089238232414, 1.898930475378707, 0.098603816, 58, 21.56191121849237, 97.33333333333333, 'Low Risk'),
(100217, 68, 12, '37:46.0', 36.23175114095386, 96.08338021421015, 122, 83, 21, 'Male', 82.18135094554398, 1.9539256969855603, 0.059410306, 39, 21.525695231853742, 96, 'Low Risk'),
(100218, 90, 18, '36:46.0', 36.841641905260836, 99.86841768, 137, 75, 29, 'Female', 72.16169787008738, 1.5826624007966807, 0.099236296, 62, 28.809131973789036, 95.66666666666666, 'Low Risk'),
(100219, 95, 14, '35:46.0', 36.31915294, 96.40829818277865, 134, 82, 63, 'Female', 67.66417186800223, 1.9296563583680209, 0.12182802301057548, 52, 18.17183652618839, 99.33333333333333, 'High Risk'),
(100220, 80, 17, '34:46.0', 37.48297625561089, 98.56516188213533, 134, 77, 63, 'Male', 67.71234460107038, 1.5226371469811517, 0.096622693, 57, 29.206197, 96, 'Low Risk'),
(100221, 61, 14, '33:46.0', 37.25649410904919, 96.40444777427739, 115, 81, 19, 'Male', 73.57239244683768, 1.8290712729563257, 0.13472606499978246, 34, 21.991437628871214, 92.33333333333333, 'Low Risk'),
(100222, 75, 15, '32:46.0', 37.414340257881655, 96.53343258568013, 115, 87, 76, 'Male', 67.30680665216538, 1.6944575098837389, 0.1364355847006271, 28, 23.442159694967366, 96.33333333333333, 'Low Risk'),
(100223, 95, 14, '31:46.0', 37.19336752030413, 99.28861613241173, 137, 83, 56, 'Male', 75.50949274245566, 1.6139572681375358, 0.085475022, 54, 28.98794901886169, 101, 'High Risk'),
(100224, 78, 17, '30:46.0', 36.54663001898228, 96.90826763095669, 135, 73, 56, 'Female', 80.51704570304292, 1.5235268274702047, 0.086673267, 62, 34.68866765573709, 93.66666666666666, 'High Risk'),
(100225, 73, 18, '29:46.0', 36.65172294721657, 99.59219828115688, 134, 88, 61, 'Male', 94.47185257559475, 1.9196823994900738, 0.1322466627240529, 46, 25.635610574113635, 103.33333333333333, 'Low Risk'),
(100226, 62, 16, '28:46.0', 37.462368391075834, 99.38890557020054, 127, 88, 33, 'Male', 62.37803452804708, 1.6184828276676755, 0.1484707382389494, 39, 23.81307582065305, 101, 'Low Risk'),
(100227, 65, 14, '27:46.0', 36.87491783270279, 98.76570584075888, 124, 82, 59, 'Female', 70.83868321017798, 1.894381541135297, 0.14095832763583194, 42, 19.73947387705966, 96, 'Low Risk'),
(100228, 79, 19, '26:46.0', 36.241303071346856, 96.96080597, 125, 81, 59, 'Female', 77.03121533, 1.9116471225789138, 0.051540667, 44, 21.07906266545599, 95.66666666666667, 'Low Risk'),
(100229, 70, 16, '25:46.0', 36.08466010233185, 96.39998400989536, 133, 72, 30, 'Female', 61.51456741218569, 1.738613224952755, 0.099659737, 61, 20.35035626573035, 92.33333333333333, 'Low Risk'),
(100230, 91, 17, '24:46.0', 37.09832333931741, 95.72688015379735, 122, 74, 71, 'Male', 77.52091795006507, 1.7762293440503918, 0.082021559, 48, 24.570886492941028, 90, 'High Risk'),
(100231, 62, 19, '23:46.0', 36.243609081980765, 98.00645378640655, 126, 76, 33, 'Female', 95.30552097156745, 1.8094098789323683, 0.12238214889696422, 50, 29.11013003505603, 92.66666666666666, 'Low Risk'),
(100232, 98, 18, '22:46.0', 37.39744089065432, 98.45925669541883, 113, 74, 42, 'Female', 97.87004994483354, 1.785431305963981, 0.093764727, 39, 30.701777430775675, 87, 'High Risk'),
(100233, 98, 12, '21:46.0', 36.84022896, 97.29972723, 110, 85, 40, 'Male', 70.26967815878508, 1.5553783872025002, 0.10048146509035487, 25, 29.046636150370695, 93.33333333333333, 'High Risk'),
(100234, 82, 16, '20:46.0', 37.28031636295894, 99.00243535773973, 120, 81, 83, 'Male', 83.39965262443698, 1.7372194586831557, 0.11240721210184165, 39, 27.634707438435413, 94, 'Low Risk'),
(100235, 88, 12, '19:46.0', 36.12444273048186, 99.23840173117347, 122, 85, 56, 'Male', 76.35044036457617, 1.9442646289115921, 0.088130095, 37, 20.19764783554953, 97.33333333333333, 'Low Risk'),
(100236, 77, 16, '18:46.0', 36.946979115708665, 99.10679637070687, 133, 75, 23, 'Female', 60.88691108832286, 1.5795934415400446, 0.080684848, 58, 24.402442507729116, 94.33333333333333, 'Low Risk'),
(100237, 79, 18, '17:46.0', 37.44152223411542, 95.66050196, 119, 85, 68, 'Female', 59.1869986, 1.9465888017251765, 0.10739966693169439, 34, 15.619886577127986, 96.33333333333333, 'High Risk'),
(100238, 97, 15, '16:46.0', 37.01588082308099, 96.23195726810708, 120, 70, 56, 'Male', 67.74257988045865, 1.581580219907344, 0.11055328202158071, 50, 27.08190950055703, 86.66666666666666, 'High Risk'),
(100239, 91, 19, '15:46.0', 37.48148975680478, 95.02814801850703, 119, 83, 41, 'Female', 56.80321989581928, 1.6643076615881012, 0.059515805457385974, 36, 20.507169900663605, 95, 'High Risk'),
(100240, 69, 13, '14:46.0', 36.41844152762355, 96.64442928308102, 111, 76, 47, 'Male', 87.74187353358494, 1.563094063831961, 0.14812262973084978, 35, 35.91175884556262, 87.66666666666667, 'High Risk'),
(100241, 69, 17, '13:46.0', 36.51964289, 97.00207712623684, 110, 83, 83, 'Female', 55.429625013862186, 1.800260752490439, 0.13673473823625454, 27, 17.102953442983246, 92, 'High Risk'),
(100242, 71, 13, '12:46.0', 36.19027367330033, 97.99429108416831, 135, 71, 62, 'Male', 87.98439421796438, 1.5468082959772422, 0.061666162, 64, 36.773304922171874, 92.33333333333333, 'High Risk'),
(100243, 82, 15, '11:46.0', 36.31855372959194, 99.69399229268359, 124, 79, 72, 'Male', 60.882074211146914, 1.9321917510697957, 0.095043228, 45, 16.307560288405266, 94, 'High Risk'),
(100244, 78, 15, '10:46.0', 37.06884882410598, 98.30400687835989, 114, 83, 40, 'Male', 56.534145016841315, 1.9193084669223515, 0.1037576820390616, 31, 15.346921448660773, 93.33333333333333, 'High Risk'),
(100245, 95, 18, '09:46.0', 37.420843207238384, 99.69218481158337, 119, 77, 33, 'Female', 60.51393009759952, 1.990262283292493, 0.051690469, 42, 15.276882326229618, 91, 'High Risk'),
(100246, 94, 13, '08:46.0', 36.41434027140996, 98.46100214102259, 137, 88, 81, 'Female', 95.95590805670692, 1.7662021247439426, 0.061836979566584606, 49, 30.760324585484742, 104.33333333333333, 'High Risk'),
(100247, 70, 12, '07:46.0', 36.572999735897774, 95.13883383448498, 111, 70, 66, 'Male', 77.71946954758405, 1.5387265436284798, 0.13214137376821944, 41, 32.825166419572575, 83.66666666666667, 'High Risk'),
(100248, 69, 19, '06:46.0', 36.884551997997285, 97.91361956625045, 111, 89, 84, 'Male', 94.67149142927903, 1.9942650603124366, 0.13460883123903233, 22, 23.804192739796655, 96.33333333333333, 'Low Risk'),
(100249, 64, 18, '05:46.0', 36.94643983, 95.99177560935065, 134, 70, 80, 'Female', 86.86341519518592, 1.741984704563217, 0.11492091633116723, 64, 28.625179961385463, 91.33333333333333, 'Low Risk'),
(100250, 65, 17, '04:46.0', 36.20648724599601, 97.75517032, 138, 82, 69, 'Female', 92.64945573077759, 1.9669269963344402, 0.12973947503274547, 56, 23.947842331292577, 100.66666666666666, 'Low Risk'),
(100251, 80, 15, '03:46.0', 36.012549775198785, 96.28146174268906, 122, 73, 89, 'Male', 70.66272647031946, 1.8594957241886025, 0.13563205344446977, 49, 20.436194257520174, 89.33333333333333, 'Low Risk'),
(100252, 83, 19, '02:46.0', 36.02728209096165, 99.52379016692524, 127, 89, 73, 'Female', 96.16263125102378, 1.5547858649741566, 0.14111809236903056, 38, 39.78003591, 101.66666666666667, 'High Risk'),
(100253, 97, 14, '01:46.0', 36.21344273, 98.54964229572477, 125, 86, 37, 'Male', 97.07541013332806, 1.569343136070829, 0.06094692, 39, 39.41607808276972, 99, 'High Risk'),
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(100432, 97, 14, '02:46.0', 36.20712714078515, 96.17179227068699, 139, 78, 39, 'Female', 86.36431794288096, 1.7231654779891874, 0.12089981874255291, 61, 29.085757361827763, 98.33333333333333, 'High Risk'),
(100433, 64, 13, '01:46.0', 37.080647075477884, 96.49711038764977, 119, 88, 24, 'Female', 94.13064004, 1.9767221044055254, 0.13265408516195215, 31, 24.090164978198363, 98.33333333333333, 'Low Risk'),
(100434, 80, 15, '00:46.0', 36.16216783542295, 96.20427057019114, 128, 87, 27, 'Female', 89.77535513322059, 1.7532751875661914, 0.1187327583669222, 41, 29.204983041630225, 100.66666666666667, 'Low Risk'),
(100435, 70, 18, '59:46.0', 37.14880132319282, 97.51587207931891, 131, 82, 44, 'Female', 89.84821186632729, 1.7762839647732844, 0.072570162, 49, 28.47637135056718, 98.33333333333333, 'Low Risk'),
(100436, 80, 17, '58:46.0', 37.49590758349077, 97.62900798489139, 137, 74, 83, 'Female', 63.818476616714705, 1.904956549158713, 0.10492676957147248, 63, 17.58637319038539, 95, 'High Risk'),
(100437, 77, 19, '57:46.0', 36.929868535969646, 98.26730013415724, 128, 76, 20, 'Female', 50.77421651288589, 1.5802519949819749, 0.12210175038656484, 52, 20.33248853424324, 93.33333333333333, 'Low Risk'),
(100438, 66, 15, '56:46.0', 36.12242173450356, 99.78869147586397, 125, 83, 50, 'Female', 85.84008642774407, 1.9976717164679998, 0.066522635, 42, 21.510074007005972, 97, 'Low Risk'),
(100439, 90, 16, '55:46.0', 36.10980001003326, 98.17307087740112, 132, 82, 21, 'Male', 81.20143440950345, 1.8109212376173156, 0.075378766, 50, 24.760794576661343, 98.66666666666666, 'Low Risk'),
(100440, 98, 16, '54:46.0', 36.43671200550027, 97.25539915958078, 124, 72, 63, 'Female', 72.93070093112469, 1.64996935, 0.1294951411110319, 52, 26.789131493049833, 89.33333333333333, 'High Risk'),
(100441, 83, 13, '53:46.0', 36.3920122, 97.22053390750897, 134, 70, 36, 'Male', 51.12569000594655, 1.8264191498413611, 0.11063751408486963, 64, 15.32633373915575, 91.33333333333333, 'High Risk'),
(100442, 72, 12, '52:46.0', 37.021085587622956, 98.34634665, 117, 89, 74, 'Male', 80.43774423635755, 1.9974071671017524, 0.1005049535017965, 28, 20.161678035540056, 98.33333333333333, 'Low Risk'),
(100443, 62, 18, '51:46.0', 36.85381871, 97.39982569, 128, 76, 68, 'Male', 97.78294615, 1.8220072324605183, 0.088421888, 52, 29.455264372109145, 93.33333333333333, 'Low Risk'),
(100444, 90, 18, '50:46.0', 36.20284547, 99.55095381621717, 125, 82, 82, 'Female', 68.38227053915168, 1.75464573, 0.10899608911184322, 43, 22.210821868377085, 96.33333333333333, 'Low Risk'),
(100445, 76, 17, '49:46.0', 36.40771929604372, 99.19193647799776, 139, 79, 57, 'Male', 52.246601571417266, 1.8738681964260382, 0.050279034, 60, 14.879213173014422, 99, 'High Risk'),
(100446, 73, 12, '48:46.0', 36.32355499820765, 97.05363335, 128, 73, 31, 'Male', 84.69600005873446, 1.8726918068919676, 0.074239048, 55, 24.150730938223653, 91.33333333333333, 'Low Risk'),
(100447, 89, 17, '47:46.0', 37.39748367469885, 97.20776257249963, 113, 76, 66, 'Male', 57.421147197286786, 1.5529539549612137, 0.051264879, 37, 23.809742943324107, 88.33333333333333, 'Low Risk'),
(100448, 81, 14, '46:46.0', 36.27305504, 98.96830479953005, 112, 84, 18, 'Female', 97.07296462058704, 1.6151922527897267, 0.081759977, 28, 37.20915842, 93.33333333333333, 'High Risk'),
(100449, 81, 16, '45:46.0', 37.435999561306616, 99.92918214548884, 122, 73, 25, 'Male', 58.97816365867472, 1.9480978662704462, 0.076232099, 49, 15.540668799201589, 89.33333333333333, 'High Risk'),
(100450, 66, 15, '44:46.0', 36.776707483230844, 95.34029748970103, 125, 73, 24, 'Male', 65.04006599, 1.6132208239651302, 0.11777164664040529, 52, 24.991558177758396, 90.33333333333333, 'Low Risk'),
(100451, 93, 15, '43:46.0', 36.81263946224875, 99.28372641039418, 134, 83, 34, 'Male', 76.08627867264563, 1.5110710383354407, 0.093465794, 51, 33.32242352, 100, 'High Risk'),
(100452, 60, 17, '42:46.0', 36.00566667639455, 99.70295198678053, 129, 80, 87, 'Female', 54.418929463065865, 1.6479881572194701, 0.12574679426659302, 49, 20.037420909217914, 96.33333333333333, 'Low Risk'),
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(100454, 63, 12, '40:46.0', 37.42588809073352, 97.93822492730527, 121, 75, 44, 'Male', 61.73123212833597, 1.843887962312993, 0.082626145, 46, 18.156656912755473, 90.33333333333333, 'High Risk'),
(100455, 79, 12, '39:46.0', 37.42117744716185, 96.09649680125248, 134, 79, 40, 'Female', 86.79325580164324, 1.8228645453538266, 0.09181973, 55, 26.120241259380496, 97.33333333333333, 'Low Risk'),
(100456, 81, 18, '38:46.0', 36.22964653929502, 95.41004959945143, 132, 74, 25, 'Female', 76.86156546, 1.7590552732324762, 0.12328626562437406, 58, 24.839923463259453, 93.33333333333333, 'Low Risk'),
(100457, 93, 17, '37:46.0', 36.606601975516014, 98.56702681883677, 130, 87, 48, 'Male', 82.59817195643873, 1.9147466764408358, 0.095059303, 43, 22.529304610589858, 101.33333333333333, 'High Risk'),
(100458, 96, 15, '36:46.0', 36.05380116605042, 99.09670950891038, 122, 78, 85, 'Male', 94.09194865068338, 1.5653949922165302, 0.087681318, 44, 38.39764442535705, 92.66666666666667, 'High Risk'),
(100459, 77, 19, '35:46.0', 36.634421536610006, 99.87947785895258, 114, 74, 48, 'Female', 50.88743165636546, 1.7584849681096033, 0.078203637, 40, 16.456338485583927, 87.33333333333333, 'High Risk'),
(100460, 68, 15, '34:46.0', 37.06836471929371, 96.67823197499513, 129, 79, 32, 'Male', 88.67093634, 1.507606709663409, 0.080307793, 50, 39.01262482506525, 95.66666666666666, 'High Risk'),
(100461, 90, 18, '33:46.0', 37.40394564, 97.55571855514278, 113, 70, 58, 'Male', 52.28431579884837, 1.5071093546369065, 0.091655093, 43, 23.018758581918703, 84.33333333333333, 'Low Risk'),
(100462, 81, 12, '32:46.0', 36.41910925797153, 96.46899465097118, 115, 75, 67, 'Female', 85.27326787839112, 1.743162342749331, 0.07037868, 40, 28.06320287115311, 88.33333333333333, 'Low Risk'),
(100463, 98, 13, '31:46.0', 36.382929496264424, 95.78755914009426, 123, 85, 52, 'Female', 68.69942295, 1.727718157222031, 0.065455359, 38, 23.014804719755446, 97.66666666666667, 'High Risk'),
(100464, 78, 14, '30:46.0', 36.29082705650055, 98.05147784, 134, 77, 49, 'Female', 95.06512994, 1.849982949, 0.11091813609055438, 57, 27.777029160567224, 96, 'Low Risk'),
(100465, 64, 16, '29:46.0', 37.24691105929004, 97.50401026693595, 128, 84, 40, 'Female', 86.77953638105672, 1.6543366099246737, 0.11866605071939801, 44, 31.70805218585745, 98.66666666666667, 'High Risk'),
(100466, 60, 17, '28:46.0', 36.98370547448412, 97.27857058, 121, 88, 23, 'Male', 85.87791424216535, 1.6430870265633961, 0.1283766441763013, 33, 31.80975724588271, 99, 'High Risk'),
(100467, 76, 14, '27:46.0', 36.17965419341458, 97.28582661541442, 127, 82, 42, 'Female', 67.36790707271736, 1.8776878322083765, 0.11534047494224063, 45, 19.107605728156237, 97, 'Low Risk'),
(100468, 89, 12, '26:46.0', 36.89811283432748, 95.03786505994098, 112, 81, 49, 'Female', 75.80039886631234, 1.7395572330742026, 0.1394675879938458, 31, 25.049210762158197, 91.33333333333333, 'Low Risk'),
(100469, 79, 16, '25:46.0', 37.23987992333045, 99.33808269174214, 133, 77, 89, 'Female', 86.53862207536156, 1.6652169769217493, 0.10043922334736871, 56, 31.208170934206162, 95.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(100471, 77, 15, '23:46.0', 36.427087577179876, 95.53910526076035, 126, 81, 56, 'Male', 90.69044522369047, 1.7721772075385613, 0.061427112, 45, 28.876678697593704, 96, 'Low Risk'),
(100472, 89, 19, '22:46.0', 37.363090553779095, 97.15739298, 122, 76, 80, 'Female', 56.215071306108605, 1.6522381206525119, 0.098599718, 46, 20.59242485267722, 91.33333333333333, 'Low Risk'),
(100473, 89, 18, '21:46.0', 36.514236090288094, 98.65245985990326, 125, 79, 76, 'Male', 88.19631985731851, 1.5588441869803937, 0.13188022875226274, 46, 36.294853538541034, 94.33333333333333, 'High Risk'),
(100474, 65, 17, '20:46.0', 37.16836943462427, 99.99086536442866, 121, 77, 52, 'Male', 96.44026638851986, 1.9900181167145718, 0.053699903, 44, 24.352544241790948, 91.66666666666667, 'Low Risk'),
(100475, 70, 16, '19:46.0', 36.409286229172224, 95.34415182733416, 128, 86, 82, 'Male', 61.601301134251635, 1.6250843398327943, 0.14859014531374487, 42, 23.325882031758084, 100, 'Low Risk'),
(100476, 61, 19, '18:46.0', 36.46844810307244, 95.07892519844457, 133, 86, 63, 'Male', 55.89917600353941, 1.978499946689922, 0.0847005, 47, 14.280168116555975, 101.66666666666667, 'High Risk'),
(100477, 95, 15, '17:46.0', 37.16030803399034, 96.36174434516381, 131, 70, 32, 'Male', 98.13908664626248, 1.5190424363343096, 0.11210151620103086, 61, 42.530667480583624, 90.33333333333333, 'High Risk'),
(100478, 66, 17, '16:46.0', 37.265389512891055, 97.95243917030152, 129, 73, 87, 'Male', 57.66228466665251, 1.5999089166459495, 0.11027249178240595, 56, 22.526894656310407, 91.66666666666666, 'Low Risk'),
(100479, 70, 15, '15:46.0', 37.31521029763185, 96.41737407, 123, 77, 81, 'Female', 87.84409989818091, 1.5858720892618698, 0.1352949772936741, 46, 34.92820647240787, 92.33333333333333, 'High Risk'),
(100480, 75, 15, '14:46.0', 36.119393735542495, 98.82676330327872, 132, 74, 68, 'Male', 97.94266330130549, 1.5516169687656522, 0.14558283350325454, 58, 40.68205367041119, 93.33333333333333, 'High Risk'),
(100481, 97, 15, '13:46.0', 36.943400270797035, 98.47967718971177, 126, 77, 65, 'Female', 56.63211949658499, 1.783381493122459, 0.051110582, 49, 17.806325365663106, 93.33333333333333, 'High Risk'),
(100482, 83, 13, '12:46.0', 37.39635502568113, 98.62876194741915, 136, 72, 81, 'Female', 73.00752108391899, 1.7519081107476682, 0.138131182, 64, 23.78728938391364, 93.33333333333333, 'Low Risk'),
(100483, 67, 13, '11:46.0', 36.62318290309472, 97.69821860854658, 119, 87, 36, 'Male', 72.19876996434334, 1.918519445312362, 0.072953779, 32, 19.61540989716212, 97.66666666666667, 'Low Risk'),
(100484, 64, 14, '10:46.0', 36.79333118159541, 95.03047649047278, 118, 73, 63, 'Female', 62.06666845604191, 1.522405149459797, 0.13393951402470888, 45, 26.779221405046464, 88, 'Low Risk'),
(100485, 67, 14, '09:46.0', 37.08956833735047, 99.46339796624643, 130, 71, 22, 'Female', 65.39542801497802, 1.537889884867949, 0.05155139, 59, 27.650112690904148, 90.66666666666666, 'Low Risk'),
(100486, 75, 15, '08:46.0', 37.34413007682252, 99.84958780845253, 130, 81, 74, 'Female', 73.42830747142571, 1.9210877788729954, 0.063236988, 49, 19.896152422496815, 97.33333333333333, 'Low Risk'),
(100487, 71, 18, '07:46.0', 36.41129811, 99.16009447387908, 122, 85, 48, 'Male', 98.2453997, 1.9437004633883372, 0.12346881031747532, 37, 26.00480176334995, 97.33333333333333, 'Low Risk'),
(100488, 87, 13, '06:46.0', 36.275962133220474, 95.38585476, 125, 84, 85, 'Female', 95.48765400746069, 1.535217275356524, 0.076582957, 41, 40.51422409804332, 97.66666666666667, 'High Risk'),
(100489, 73, 19, '05:46.0', 36.19678123, 96.11371495357763, 139, 70, 87, 'Female', 58.23605015019325, 1.8547717203664553, 0.077930578, 69, 16.92820775, 93, 'High Risk'),
(100490, 77, 14, '04:46.0', 37.027722145388644, 95.33345906904803, 131, 71, 73, 'Male', 98.01650346017152, 1.8577859912299588, 0.1165457014485213, 60, 28.399313271474245, 91, 'Low Risk'),
(100491, 80, 18, '03:46.0', 37.310885551412674, 98.23879489396461, 120, 73, 70, 'Female', 82.37222675497199, 1.8607632746253857, 0.066171725, 47, 23.790225276623076, 88.66666666666667, 'Low Risk'),
(100492, 79, 16, '02:46.0', 36.667732444275366, 98.14851485605517, 133, 77, 32, 'Female', 64.78362765196684, 1.7887391644865172, 0.089640717, 56, 20.247491780335828, 95.66666666666666, 'Low Risk'),
(100493, 86, 18, '01:46.0', 37.45939545, 95.02217005559693, 113, 76, 69, 'Male', 54.31952556748608, 1.7703053393796235, 0.086977583, 37, 17.33243617637031, 88.33333333333333, 'High Risk'),
(100494, 83, 18, '00:46.0', 36.51946765986524, 98.09008923095128, 121, 74, 66, 'Male', 94.92911104975691, 1.7486023586298804, 0.11112341433251624, 47, 31.046832190240753, 89.66666666666667, 'High Risk'),
(100495, 64, 18, '59:46.0', 36.70897481237169, 96.99082217018835, 125, 86, 68, 'Male', 83.92289567, 1.7999265068122383, 0.080908055, 39, 25.904243566859435, 99, 'Low Risk'),
(100496, 63, 13, '58:46.0', 37.002997, 96.29032095419691, 115, 71, 86, 'Male', 72.31090987578631, 1.891497606903496, 0.08103931, 44, 20.21120624696554, 85.66666666666667, 'Low Risk'),
(100497, 91, 19, '57:46.0', 37.24779656, 96.94736304012083, 128, 75, 47, 'Male', 73.82112163010612, 1.9545333441845345, 0.12004179984141808, 53, 19.323886226065593, 92.66666666666666, 'High Risk'),
(100498, 88, 19, '56:46.0', 36.14638160946749, 97.40013195239155, 113, 76, 63, 'Male', 90.35975375264886, 1.531820956, 0.13747906906279583, 37, 38.50871490788519, 88.33333333333333, 'High Risk'),
(100499, 72, 16, '55:46.0', 37.247829319918324, 98.65747147369152, 138, 88, 70, 'Male', 64.75195996774971, 1.6714956772619136, 0.1364823065118818, 50, 23.176209233024316, 104.66666666666666, 'Low Risk'),
(100500, 98, 16, '54:46.0', 37.09388759706057, 95.44357792187927, 124, 77, 24, 'Male', 57.536666948865786, 1.894833799663737, 0.064990809, 47, 16.025162939472214, 92.66666666666667, 'High Risk'),
(100501, 90, 14, '53:46.0', 36.422072921257175, 99.89520841224042, 120, 83, 73, 'Female', 93.48546029945302, 1.7206202445026215, 0.1332973429294204, 37, 31.57722879892779, 95.33333333333333, 'High Risk'),
(100502, 87, 17, '52:46.0', 37.23049207994379, 98.96036533808564, 118, 73, 27, 'Female', 53.436787389864286, 1.9127736374275375, 0.1487789935468545, 45, 14.605390917102945, 88, 'High Risk'),
(100503, 85, 12, '51:46.0', 37.26006769171394, 99.91314644575303, 128, 76, 77, 'Male', 97.12234202773446, 1.9258304929733656, 0.057364749, 52, 26.18683602103372, 93.33333333333333, 'Low Risk'),
(100504, 99, 18, '50:46.0', 37.108132720730666, 95.95042827818146, 124, 78, 32, 'Female', 70.33423064533152, 1.6976920475515693, 0.13163896343742265, 46, 24.403319876762563, 93.33333333333333, 'High Risk'),
(100505, 82, 16, '49:46.0', 37.06310681323085, 99.95259797990539, 124, 81, 78, 'Male', 60.77947855975032, 1.8711406429806208, 0.11874877201958853, 43, 17.35977554080943, 95.33333333333333, 'High Risk'),
(100506, 91, 12, '48:46.0', 36.62171319947135, 98.80361096, 130, 81, 41, 'Female', 62.096361327224756, 1.6837617756081038, 0.1454231550047227, 49, 21.90306340754518, 97.33333333333333, 'High Risk'),
(100507, 98, 14, '47:46.0', 36.09901863927702, 97.92985541295224, 120, 88, 77, 'Male', 67.28956909334613, 1.6185944064612432, 0.12072616324354449, 32, 25.684533178465625, 98.66666666666667, 'High Risk'),
(100508, 69, 15, '46:46.0', 36.322880940394754, 99.65374393813872, 138, 71, 34, 'Male', 89.23377319003362, 1.7105357680023172, 0.082872541, 67, 30.497548977991165, 93.33333333333333, 'High Risk'),
(100509, 61, 15, '45:46.0', 36.871790039052215, 97.61223467902866, 120, 72, 37, 'Male', 96.15086878508384, 1.7171196117417562, 0.092880611, 48, 32.610098890276134, 88, 'High Risk'),
(100510, 95, 15, '44:46.0', 36.02830965950283, 96.51924550238172, 127, 71, 33, 'Male', 91.04959801313055, 1.8992332022989569, 0.050208889, 56, 25.241865292992394, 89.66666666666666, 'High Risk'),
(100511, 96, 15, '43:46.0', 36.835163769881504, 99.42509416150395, 114, 87, 62, 'Male', 70.14647023833639, 1.7211346447297788, 0.09436203, 27, 23.679696351364257, 96, 'High Risk'),
(100512, 85, 14, '42:46.0', 36.26964490529091, 95.98545953, 121, 87, 59, 'Female', 60.18905480971948, 1.5711836478963943, 0.10495520092805846, 34, 24.381679732773325, 98.33333333333333, 'Low Risk'),
(100513, 77, 13, '41:46.0', 37.15149941, 98.41313732913898, 139, 80, 44, 'Male', 66.19749013917465, 1.9265128595871928, 0.056996478, 59, 17.83600966395017, 99.66666666666666, 'High Risk'),
(100514, 62, 18, '40:46.0', 36.21998553660773, 96.86154078787922, 126, 79, 59, 'Male', 99.90948036230193, 1.6351941140124175, 0.1369196351166052, 47, 37.36526526829866, 94.66666666666667, 'High Risk'),
(100515, 80, 17, '39:46.0', 36.50680793564644, 96.90229170423821, 113, 72, 51, 'Female', 95.81034137716159, 1.741539863238464, 0.10740439485900685, 41, 31.58970338500398, 85.66666666666667, 'High Risk'),
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(100723, 90, 17, '11:46.0', 37.22897477, 95.84916732, 121, 74, 58, 'Female', 67.40418042261228, 1.5360193494025354, 0.090789601, 47, 28.56889607651966, 89.66666666666667, 'Low Risk'),
(100724, 97, 13, '10:46.0', 37.16077599982518, 99.09001473255715, 128, 74, 43, 'Male', 65.44901185, 1.6475382743532714, 0.10202919920685875, 54, 24.11193525269672, 92, 'High Risk'),
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(100727, 75, 17, '07:46.0', 36.29579753746614, 95.01293026345587, 132, 79, 68, 'Male', 66.76688905322192, 1.7929434272543028, 0.054997421, 53, 20.769592136714493, 96.66666666666666, 'Low Risk'),
(100728, 80, 15, '06:46.0', 36.780056947440364, 98.24624215547122, 110, 89, 40, 'Female', 89.75691471095575, 1.7322648042494848, 0.073245198, 21, 29.911579900044064, 96, 'Low Risk'),
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INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(100737, 96, 16, '57:46.0', 36.30486722689491, 97.59816457014391, 124, 87, 56, 'Female', 94.86674644060798, 1.8176687681158814, 0.07076289, 37, 28.713393061027606, 99.33333333333333, 'High Risk'),
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(100775, 66, 17, '19:46.0', 37.46411137, 96.93127146574743, 128, 88, 87, 'Female', 91.01357055801532, 1.719807232, 0.12809045137033892, 40, 30.771354303798724, 101.33333333333333, 'High Risk'),
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(100953, 91, 13, '21:46.0', 37.382260952262186, 95.87728996575333, 112, 78, 30, 'Female', 91.71950122427879, 1.8339333739330375, 0.097056878, 34, 27.270592673653514, 89.33333333333333, 'High Risk'),
(100954, 62, 15, '20:46.0', 36.63311448956529, 98.01147468428091, 124, 76, 42, 'Female', 74.13736441400476, 1.735861954344919, 0.052480339, 48, 24.60405977776771, 92, 'Low Risk'),
(100955, 93, 15, '19:46.0', 37.46022309007044, 96.47265763465603, 132, 84, 24, 'Female', 57.83601609102144, 1.503927647760643, 0.06998029, 48, 25.570809876709664, 100, 'High Risk'),
(100956, 68, 19, '18:46.0', 36.867030934831675, 98.82103743280432, 111, 87, 74, 'Male', 90.55865071974267, 1.911706785, 0.116145874, 24, 24.779205654595668, 95, 'Low Risk'),
(100957, 82, 16, '17:46.0', 36.34380691957861, 96.19123120458326, 134, 74, 58, 'Male', 66.90047412870621, 1.6083825064754436, 0.08883981, 60, 25.861309625747033, 94, 'Low Risk'),
(100958, 93, 12, '16:46.0', 36.55366231476664, 98.16976259, 133, 88, 84, 'Female', 59.23271905626019, 1.5123725922179752, 0.081872573, 45, 25.896678942530958, 103, 'High Risk'),
(100959, 71, 18, '15:46.0', 36.03748297495848, 97.01042591449252, 118, 72, 42, 'Male', 64.79159692, 1.848926390909515, 0.13001082608077555, 46, 18.95306452768759, 87.33333333333333, 'Low Risk'),
(100960, 71, 17, '14:46.0', 36.45972999004237, 97.29629188372174, 131, 74, 82, 'Male', 53.12739680898073, 1.917558220235007, 0.060039981, 57, 14.448455310069233, 93, 'High Risk'),
(100961, 93, 17, '13:46.0', 37.24717797679165, 99.22668512, 111, 72, 30, 'Male', 99.52495947885159, 1.9831135698368003, 0.12193883141124878, 39, 25.30677692440279, 85, 'High Risk'),
(100962, 73, 15, '12:46.0', 37.097128255060525, 97.79332768359671, 131, 87, 56, 'Male', 69.67067286604465, 1.9142150723904232, 0.11139231671892427, 44, 19.013783383947604, 101.66666666666667, 'Low Risk'),
(100963, 73, 13, '11:46.0', 37.35828639802921, 99.34555148713021, 113, 85, 65, 'Male', 75.68800134543238, 1.5514044786206433, 0.14225703731413103, 28, 31.446835982227384, 94.33333333333333, 'High Risk'),
(100964, 65, 14, '10:46.0', 36.02682344851347, 95.32451139606279, 118, 73, 77, 'Female', 96.63116027569718, 1.9151649188898023, 0.063326108, 45, 26.345402522691646, 88, 'Low Risk'),
(100965, 63, 15, '09:46.0', 36.82938454899572, 95.70416469597282, 120, 72, 89, 'Female', 85.10302708502456, 1.5427049130201795, 0.14799465898632747, 48, 35.758499188524205, 88, 'High Risk'),
(100966, 93, 17, '08:46.0', 36.19163373053742, 95.91015447494853, 130, 87, 20, 'Male', 64.65588919444014, 1.8766020469321205, 0.087546802, 43, 18.359621238804483, 101.33333333333333, 'High Risk'),
(100967, 64, 15, '07:46.0', 37.342547314992984, 95.24060035567082, 127, 75, 89, 'Male', 82.71502721879307, 1.9393147359352718, 0.060927753277674336, 52, 21.99316953731887, 92.33333333333333, 'Low Risk'),
(100968, 85, 16, '06:46.0', 37.24057377376228, 99.88422242, 130, 82, 78, 'Female', 85.02335708515676, 1.5159421450346233, 0.086170943, 48, 36.99755246, 98, 'High Risk'),
(100969, 98, 14, '05:46.0', 36.61179950616161, 97.02151809377197, 123, 70, 58, 'Male', 69.48034097313732, 1.9566398171307289, 0.10789457342041439, 53, 18.148476229070198, 87.66666666666666, 'High Risk'),
(100970, 83, 15, '04:46.0', 36.54119955, 98.24327564297907, 111, 74, 38, 'Male', 54.262083488222956, 1.866131964843747, 0.12126422147884688, 37, 15.581589599705563, 86.33333333333333, 'High Risk'),
(100971, 95, 13, '03:46.0', 37.11904126865375, 99.34187118320165, 122, 70, 76, 'Male', 77.11259321486433, 1.7463438594632883, 0.054550993805550264, 52, 25.285164611419102, 87.33333333333333, 'High Risk'),
(100972, 81, 13, '02:46.0', 37.388504697714026, 99.50655240942166, 122, 87, 84, 'Male', 54.72024300509348, 1.5653806002690263, 0.13659889480369353, 35, 22.33099748919397, 98.66666666666667, 'Low Risk'),
(100973, 73, 13, '01:46.0', 37.403044169998125, 97.82037608000641, 121, 71, 55, 'Female', 83.59632963311516, 1.7955606298038704, 0.098136019, 50, 25.929077223506678, 87.66666666666666, 'Low Risk'),
(100974, 83, 18, '00:46.0', 36.48010232151006, 99.02946001398642, 136, 85, 66, 'Female', 68.92539530760735, 1.8933309597297825, 0.10862613496001555, 51, 19.227649311221843, 102, 'Low Risk'),
(100975, 99, 16, '59:46.0', 36.75924065754002, 99.49795415818828, 129, 75, 64, 'Male', 85.42130851341605, 1.9765085285233162, 0.10640116668279653, 54, 21.865974361076862, 93, 'High Risk'),
(100976, 68, 17, '58:46.0', 36.80652999010128, 99.15624971, 111, 82, 83, 'Female', 80.52623684823287, 1.813236316953074, 0.068206403, 29, 24.492244507585333, 91.66666666666667, 'Low Risk'),
(100977, 98, 18, '57:46.0', 36.73114210479511, 96.98073758, 110, 81, 69, 'Female', 75.40287436614437, 1.503714602314632, 0.059841912766059546, 29, 33.347022866634596, 90.66666666666667, 'High Risk'),
(100978, 97, 16, '56:46.0', 37.3900233, 95.97672590751904, 136, 77, 68, 'Male', 71.96430917016967, 1.5322273476667336, 0.10567131792459548, 59, 30.65284165104543, 96.66666666666666, 'High Risk'),
(100979, 81, 19, '55:46.0', 36.54039446511391, 95.94797439374032, 118, 86, 49, 'Female', 91.05934308054731, 1.7330778727723082, 0.089541388, 32, 30.317148994016804, 96.66666666666667, 'High Risk'),
(100980, 75, 18, '54:46.0', 36.374704894880445, 98.40758739003124, 135, 85, 62, 'Male', 99.89014940859195, 1.890276374073635, 0.11912213412160173, 50, 27.95580807041906, 101.66666666666666, 'Low Risk'),
(100981, 89, 19, '53:46.0', 36.835026836602175, 98.90492984453832, 118, 70, 64, 'Female', 90.24955111, 1.9784168790265664, 0.087754426, 48, 23.05735219188185, 86, 'Low Risk'),
(100982, 98, 14, '52:46.0', 36.052704787519104, 97.64097359149751, 122, 73, 66, 'Male', 52.32935156832836, 1.5909848055700506, 0.10482094493710506, 49, 20.673465766248647, 89.33333333333333, 'High Risk'),
(100983, 68, 13, '51:46.0', 36.19954984570238, 99.46593344715849, 114, 76, 74, 'Male', 81.43800539012841, 1.7984974510879028, 0.06233466, 38, 25.177202614496466, 88.66666666666667, 'Low Risk'),
(100984, 86, 19, '50:46.0', 36.95173696070943, 96.14119518324952, 118, 86, 45, 'Female', 94.59692335887021, 1.6979823163433494, 0.077358116, 32, 32.810336601452796, 96.66666666666667, 'High Risk'),
(100985, 65, 12, '49:46.0', 36.98366047010707, 99.09770501734344, 114, 78, 31, 'Male', 99.62081904, 1.9379029237216685, 0.082651292, 36, 26.526873852461186, 90, 'Low Risk'),
(100986, 76, 19, '48:46.0', 37.43834877557604, 99.04778359428434, 118, 80, 84, 'Male', 99.40261912423101, 1.641555064881127, 0.080417143, 38, 36.88815352910424, 92.66666666666667, 'High Risk'),
(100987, 95, 13, '47:46.0', 36.02372164163039, 99.43880335254308, 132, 86, 37, 'Male', 60.64109287572913, 1.5307092183081257, 0.087015163, 46, 25.881034059573643, 101.33333333333333, 'High Risk'),
(100988, 61, 13, '46:46.0', 36.35848538, 97.90859682, 133, 87, 87, 'Male', 61.70214226940104, 1.5144777388600261, 0.11304810955436759, 46, 26.901373522918288, 102.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(100990, 94, 15, '44:46.0', 36.49361530814521, 99.62855269201305, 122, 82, 25, 'Female', 54.488623673013045, 1.844497106378924, 0.14481844007361233, 40, 16.01584590796374, 95.33333333333333, 'High Risk'),
(100991, 66, 16, '43:46.0', 36.80689951902197, 95.88617970887057, 116, 80, 36, 'Male', 76.49216285, 1.625029624267436, 0.093473144, 36, 28.96639015, 92, 'Low Risk'),
(100992, 97, 16, '42:46.0', 36.440014764819836, 99.31478349442867, 120, 78, 32, 'Male', 60.54558826175069, 1.729430972140757, 0.071113693, 42, 20.243054217998225, 92, 'High Risk'),
(100993, 67, 15, '41:46.0', 37.070782747332814, 98.59137693, 124, 70, 85, 'Female', 59.71048532175002, 1.978416269432135, 0.1497335448694632, 54, 15.25510676852314, 88, 'High Risk'),
(100994, 71, 18, '40:46.0', 36.80534106053855, 95.21257137175024, 139, 83, 68, 'Female', 63.95757615, 1.7571927585178275, 0.10086853492262725, 56, 20.713485608255493, 101.66666666666666, 'Low Risk'),
(100995, 92, 19, '39:46.0', 36.39756388792993, 97.54819854968005, 124, 71, 28, 'Female', 73.06949469, 1.983906420642609, 0.073797206, 53, 18.564948040442218, 88.66666666666666, 'High Risk'),
(100996, 90, 12, '38:46.0', 36.06640067279235, 97.18468867773701, 112, 75, 70, 'Male', 78.47423588832157, 1.762376870641788, 0.078523207, 37, 25.26559478700963, 87.33333333333333, 'Low Risk'),
(100997, 86, 19, '37:46.0', 36.00298356543619, 99.44844945, 133, 82, 37, 'Female', 73.26631643020403, 1.833972380648916, 0.10473567377094292, 51, 21.78305436462533, 99, 'Low Risk'),
(100998, 68, 14, '36:46.0', 36.62279012623181, 95.61478933172127, 127, 73, 46, 'Male', 53.380566655538814, 1.9307113263418234, 0.13206150778343007, 54, 14.320180463483114, 91, 'High Risk'),
(100999, 79, 15, '35:46.0', 36.73490169604608, 96.94976314627563, 133, 76, 77, 'Female', 81.59026295756253, 1.8775852303700997, 0.054689600672629124, 57, 23.144031524106072, 95, 'Low Risk'),
(101000, 99, 19, '34:46.0', 37.44223759434177, 95.39469312605617, 126, 70, 40, 'Male', 81.72775758394673, 1.8706122243527368, 0.092914055, 56, 23.35619254480307, 88.66666666666666, 'High Risk'),
(101001, 74, 19, '33:46.0', 36.91865171119928, 98.59855636806088, 137, 85, 18, 'Male', 71.31081193220675, 1.9232139854517853, 0.14201701793857613, 52, 19.279695226885487, 102.33333333333333, 'Low Risk'),
(101002, 79, 12, '32:46.0', 37.308784165680386, 97.81273032, 138, 88, 76, 'Female', 52.848495227638935, 1.6738010926133509, 0.070887615, 50, 18.863615344717992, 104.66666666666666, 'Low Risk'),
(101003, 78, 17, '31:46.0', 36.802988712488386, 95.21684313271538, 136, 70, 55, 'Male', 64.27658469, 1.929614545344744, 0.057374503, 66, 17.26281690632601, 92, 'High Risk'),
(101004, 89, 18, '30:46.0', 36.21293072378629, 98.72279664299586, 112, 87, 31, 'Female', 57.637532872568926, 1.8443702074893178, 0.076029791, 25, 16.943736395384814, 95.33333333333333, 'High Risk'),
(101005, 71, 18, '29:46.0', 36.80614185307411, 96.40795776188182, 125, 83, 43, 'Female', 67.05228429661791, 1.9040436557491105, 0.061733785, 42, 18.495231620365946, 97, 'High Risk'),
(101006, 61, 15, '28:46.0', 36.95529618676457, 96.96949187486713, 121, 86, 24, 'Male', 72.48443814714138, 1.7689678402144655, 0.099437779, 35, 23.163538403267673, 97.66666666666667, 'Low Risk'),
(101007, 92, 16, '27:46.0', 36.92762456711487, 95.49053532581767, 126, 70, 55, 'Female', 70.35340899998121, 1.9223756533047538, 0.087451968, 56, 19.037443661180593, 88.66666666666666, 'High Risk'),
(101008, 66, 14, '26:46.0', 36.09096965432443, 95.19071416967786, 111, 70, 40, 'Male', 58.41244041116675, 1.8113599756504908, 0.13495787141022456, 41, 17.803107595513783, 83.66666666666667, 'High Risk'),
(101009, 68, 12, '25:46.0', 36.44591416639832, 99.41874667139062, 139, 83, 75, 'Male', 92.86890268666565, 1.941339191, 0.1439220730320066, 56, 24.641518662276546, 101.66666666666666, 'Low Risk'),
(101010, 97, 13, '24:46.0', 36.39880909596267, 96.36132267, 136, 83, 42, 'Male', 70.60758197, 1.7295262330324643, 0.067961988, 53, 23.60462098875108, 100.66666666666666, 'High Risk'),
(101011, 60, 15, '23:46.0', 36.57465056990745, 98.50270154931452, 134, 70, 21, 'Male', 67.62279012, 1.741885564320573, 0.058377574, 64, 22.28711457917108, 91.33333333333333, 'Low Risk'),
(101012, 68, 14, '22:46.0', 36.23587156256765, 97.81296208217393, 118, 82, 84, 'Female', 57.299617698337116, 1.800539304468726, 0.095028778, 36, 17.674474578545386, 94, 'High Risk'),
(101013, 63, 17, '21:46.0', 37.30787856080308, 97.92449908749455, 129, 82, 70, 'Male', 87.84759828721711, 1.6673797723184665, 0.070743477, 47, 31.598090266721663, 97.66666666666667, 'High Risk'),
(101014, 79, 17, '20:46.0', 36.01616004926374, 96.43412688956377, 118, 85, 76, 'Male', 56.55104069679754, 1.6020792007321416, 0.11153482136733131, 33, 22.032949409433993, 96, 'Low Risk'),
(101015, 74, 12, '19:46.0', 36.01855689293106, 96.57047037, 138, 86, 73, 'Female', 87.36045051593064, 1.6859838238213996, 0.055769639218653216, 52, 30.733219523408355, 103.33333333333333, 'High Risk'),
(101016, 79, 17, '18:46.0', 36.20633528608156, 99.12334446096172, 126, 87, 59, 'Female', 93.75310447154297, 1.7145616872111804, 0.070365506, 39, 31.891829061246643, 100, 'High Risk'),
(101017, 97, 19, '17:46.0', 37.34807470580219, 98.29041081492339, 115, 85, 26, 'Female', 98.12206717020129, 1.9381101536227172, 0.13199774974310963, 30, 26.122201517728975, 95, 'High Risk'),
(101018, 99, 13, '16:46.0', 37.10144779800069, 98.21131371943859, 122, 86, 35, 'Male', 80.64940712115995, 1.9837691412449836, 0.094017942, 36, 20.493631300777437, 98, 'High Risk'),
(101019, 98, 13, '15:46.0', 36.69279706304824, 98.70099117105164, 133, 77, 45, 'Female', 59.896343223999914, 1.9501028523575343, 0.10741290383101243, 56, 15.750171014523453, 95.66666666666666, 'High Risk'),
(101020, 80, 19, '14:46.0', 37.20159810757249, 99.20642737, 131, 71, 83, 'Female', 62.396268931142316, 1.7096428283726808, 0.10503699336626016, 60, 21.347540372769064, 91, 'Low Risk'),
(101021, 94, 18, '13:46.0', 36.005730648539405, 97.08832104866643, 128, 81, 68, 'Female', 72.05004006768527, 1.9817123268463515, 0.10672850064645648, 47, 18.34649069684996, 96.66666666666667, 'High Risk'),
(101022, 85, 18, '12:46.0', 36.52431021980726, 98.73217742789544, 139, 76, 26, 'Female', 77.61851874622019, 1.553342654515677, 0.053319449, 63, 32.16850029140209, 97, 'High Risk'),
(101023, 82, 17, '11:46.0', 36.94100945199064, 98.04375911043924, 129, 70, 69, 'Female', 64.99291441118136, 1.803143167368866, 0.11591946208958409, 59, 19.989668450097923, 89.66666666666666, 'Low Risk'),
(101024, 95, 12, '10:46.0', 37.26818604519559, 99.95597741713085, 118, 83, 64, 'Male', 89.28778684435156, 1.6907743753392088, 0.11633857951308804, 35, 31.23350649125527, 94.66666666666667, 'High Risk'),
(101025, 79, 12, '09:46.0', 36.813319898063284, 96.46643708209886, 112, 72, 35, 'Female', 65.82683504190837, 1.6197693207125863, 0.12905972902559937, 40, 25.0897675, 85.33333333333333, 'Low Risk'),
(101026, 83, 16, '08:46.0', 36.44201222114217, 99.50488004693094, 138, 78, 63, 'Female', 89.13752981622633, 1.7112212099631403, 0.058856476, 60, 30.440254962281323, 98, 'High Risk'),
(101027, 85, 15, '07:46.0', 36.07440486070801, 96.57426128072524, 117, 70, 61, 'Male', 57.70259815004381, 1.8172959185063948, 0.1226064622205902, 47, 17.47205813208134, 85.66666666666667, 'High Risk'),
(101028, 72, 15, '06:46.0', 37.19359832180898, 99.62809731012959, 121, 81, 35, 'Male', 89.66328809684181, 1.5150490107134342, 0.13295607933568543, 40, 39.06261352, 94.33333333333333, 'High Risk'),
(101029, 78, 14, '05:46.0', 36.61411222924837, 99.61320792721438, 124, 71, 83, 'Female', 75.72913622028125, 1.8853950632197265, 0.14552947890445012, 53, 21.303858657033143, 88.66666666666666, 'Low Risk'),
(101030, 92, 18, '04:46.0', 36.790072088832616, 95.16684387654222, 120, 85, 42, 'Female', 80.18831917760232, 1.6563719846767524, 0.051255068874006326, 35, 29.227748226409034, 96.66666666666667, 'High Risk'),
(101031, 77, 14, '03:46.0', 36.95779950698722, 97.20278622834248, 134, 79, 64, 'Male', 68.31840924, 1.6195458171687307, 0.11614760896804428, 55, 26.04661363553476, 97.33333333333333, 'Low Risk'),
(101032, 77, 14, '02:46.0', 37.085707347126366, 96.88265322, 110, 73, 58, 'Male', 89.40379580734606, 1.994771100529292, 0.051762488835761095, 37, 22.468279749428028, 85.33333333333333, 'Low Risk'),
(101033, 83, 13, '01:46.0', 36.055018963970845, 98.06084616998467, 121, 72, 19, 'Male', 80.69102507605726, 1.957019524802737, 0.082470112, 49, 21.06856301822818, 88.33333333333333, 'Low Risk'),
(101034, 82, 16, '00:46.0', 36.73333809407461, 99.87158105573128, 131, 86, 42, 'Female', 73.40372120690367, 1.669102543237041, 0.067124451, 45, 26.348266004462523, 101, 'Low Risk'),
(101035, 89, 16, '59:46.0', 37.412302884873945, 95.22946531717393, 131, 71, 40, 'Female', 63.114904443588266, 1.6267759979796435, 0.093341818, 60, 23.849342851935347, 91, 'Low Risk'),
(101036, 60, 17, '58:46.0', 36.30434955, 96.98144524, 128, 87, 74, 'Male', 85.38633132631179, 1.6048504755633382, 0.1453357758801903, 41, 33.15272290121796, 100.66666666666667, 'High Risk'),
(101037, 85, 15, '57:46.0', 36.83290812026736, 96.69975127, 123, 79, 26, 'Male', 92.47434285799648, 1.6168681333088295, 0.082466555, 44, 35.37301273976518, 93.66666666666667, 'High Risk'),
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(101215, 95, 19, '59:46.0', 36.64756642298622, 98.94559755942142, 139, 70, 21, 'Male', 81.29983098850397, 1.9980721035916522, 0.1249398266504427, 69, 20.364198890691224, 93, 'High Risk'),
(101216, 72, 13, '58:46.0', 36.07436227111816, 97.64251909428825, 112, 89, 72, 'Male', 66.43978222635204, 1.502627943949152, 0.063669562, 23, 29.425596690768703, 96.66666666666667, 'Low Risk'),
(101217, 82, 15, '57:46.0', 36.74166489186532, 99.97582049518306, 127, 84, 61, 'Female', 72.34531813164202, 1.9558162847292067, 0.12312757988309704, 43, 18.912734024932806, 98.33333333333333, 'Low Risk'),
(101218, 97, 12, '56:46.0', 36.87095688887212, 98.52211144, 114, 70, 30, 'Male', 94.61379877976955, 1.7345436174833102, 0.096373436, 44, 31.447348201169206, 84.66666666666667, 'High Risk'),
(101219, 74, 15, '55:46.0', 36.02798188374595, 96.71857659761568, 115, 70, 50, 'Female', 90.89624697977796, 1.5815201414499276, 0.060550425, 45, 36.34096852196022, 85, 'High Risk'),
(101220, 94, 18, '54:46.0', 36.20878943215881, 95.77840805601302, 139, 70, 58, 'Male', 74.55207471619364, 1.533325091018008, 0.11210162756767808, 69, 31.709635443517296, 93, 'High Risk'),
(101221, 93, 13, '53:46.0', 37.21526127811656, 98.17703121091482, 118, 71, 41, 'Male', 52.19428209316989, 1.866077431, 0.12554874084453457, 47, 14.98868759095818, 86.66666666666667, 'High Risk'),
(101222, 78, 16, '52:46.0', 37.23693338, 99.49268363408434, 139, 78, 26, 'Female', 53.33890211725762, 1.8699978801898989, 0.092630046, 61, 15.253230874824233, 98.33333333333333, 'High Risk'),
(101223, 68, 16, '51:46.0', 37.45784234729053, 99.70749521545848, 118, 83, 35, 'Female', 84.09276239684391, 1.5926579271607917, 0.079251112, 35, 33.15229543171972, 94.66666666666667, 'High Risk'),
(101224, 94, 16, '50:46.0', 36.53763836795414, 97.20994861918615, 114, 88, 79, 'Female', 92.37287439465118, 1.5546138805863028, 0.05501573, 26, 38.22076504183616, 96.66666666666667, 'High Risk'),
(101225, 64, 16, '49:46.0', 36.48837623435615, 96.15824454888616, 137, 81, 62, 'Female', 55.93219056580006, 1.6108692544605012, 0.13491144831505691, 56, 21.55466331936591, 99.66666666666666, 'Low Risk'),
(101226, 87, 15, '48:46.0', 36.401355217686195, 99.84407749, 123, 77, 31, 'Male', 91.67444826119612, 1.5294496325447628, 0.06349967, 46, 39.190242058056405, 92.33333333333333, 'High Risk'),
(101227, 77, 16, '47:46.0', 36.482543893042056, 96.39127795, 113, 78, 74, 'Female', 59.80941694492542, 1.6070793419823979, 0.084461878, 35, 23.15767377148619, 89.66666666666667, 'Low Risk'),
(101228, 65, 19, '46:46.0', 37.433451042788676, 99.84210284127292, 138, 83, 33, 'Male', 64.44898087354026, 1.6541651880149493, 0.096274072, 55, 23.553654518906036, 101.33333333333333, 'Low Risk'),
(101229, 67, 15, '45:46.0', 36.66405389992398, 98.36365888556837, 110, 84, 67, 'Male', 85.75018474769095, 1.675144726883032, 0.055249730915901574, 26, 30.558384791749177, 92.66666666666667, 'High Risk'),
(101230, 62, 15, '44:46.0', 36.38169625909805, 96.05268027858106, 129, 76, 20, 'Male', 91.31915419, 1.8082177149260656, 0.12213926478769234, 53, 27.929325082000446, 93.66666666666666, 'Low Risk'),
(101231, 65, 19, '43:46.0', 36.34801044668111, 97.65163568738399, 121, 77, 48, 'Male', 83.60632229374892, 1.895604578557751, 0.11739127700186969, 44, 23.267173157641164, 91.66666666666667, 'Low Risk'),
(101232, 70, 14, '42:46.0', 37.188956825974714, 97.44120440135319, 124, 74, 41, 'Male', 80.36623477197722, 1.6502265850048388, 0.095176971, 50, 29.511172397681296, 90.66666666666666, 'Low Risk'),
(101233, 75, 17, '41:46.0', 36.93886455489215, 98.389142, 127, 78, 72, 'Female', 87.60061997698627, 1.8381854922655456, 0.051212769, 49, 25.925581816966876, 94.33333333333333, 'Low Risk'),
(101234, 61, 18, '40:46.0', 36.412011006562665, 97.39550392599322, 137, 82, 43, 'Male', 77.47915034860699, 1.9555702496815281, 0.093169508, 55, 20.259933063941432, 100.33333333333333, 'Low Risk'),
(101235, 71, 14, '39:46.0', 37.12118624399593, 99.88867209739169, 138, 89, 62, 'Female', 57.933041061253185, 1.6683770800364863, 0.085182148, 49, 20.81315394581711, 105.33333333333333, 'Low Risk'),
(101236, 83, 14, '38:46.0', 37.11255426533966, 96.88337228693943, 125, 82, 32, 'Female', 95.08763023, 1.5708867837879839, 0.1226118992145223, 43, 38.53312686, 96.33333333333333, 'High Risk'),
(101237, 60, 14, '37:46.0', 36.168959989327575, 95.01301918764739, 136, 85, 66, 'Female', 94.38965425633639, 1.7034975635677718, 0.11913795652617591, 51, 32.52680168, 102, 'High Risk'),
(101238, 65, 13, '36:46.0', 36.62530122763313, 99.79202893988209, 132, 71, 58, 'Female', 93.83671092, 1.846194989463804, 0.14328367306172185, 61, 27.530724531554785, 91.33333333333333, 'Low Risk'),
(101239, 61, 18, '35:46.0', 36.09354730621834, 98.32404738214223, 130, 80, 53, 'Male', 50.59019354414916, 1.5033589088883539, 0.057566323, 50, 22.384169706741236, 96.66666666666666, 'Low Risk'),
(101240, 80, 17, '34:46.0', 36.674743203047775, 96.84222736741214, 139, 81, 30, 'Male', 74.40727073142835, 1.689025327072454, 0.054987866, 58, 26.08212974980018, 100.33333333333333, 'Low Risk'),
(101241, 71, 13, '33:46.0', 36.150208469102225, 99.56905806191475, 135, 86, 85, 'Female', 73.59047221407303, 1.504509569978411, 0.1186532838535654, 49, 32.51110124564141, 102.33333333333333, 'High Risk'),
(101242, 97, 18, '32:46.0', 36.62230785807386, 95.31017425058877, 120, 86, 29, 'Male', 89.21689832358224, 1.5741920696450333, 0.11540169541638778, 34, 36.00241885861521, 97.33333333333333, 'High Risk'),
(101243, 93, 16, '31:46.0', 37.02747355652603, 96.37060707546252, 128, 87, 62, 'Female', 98.56150949130685, 1.6917377089388026, 0.089622152, 41, 34.43826681426129, 100.66666666666667, 'High Risk'),
(101244, 84, 14, '30:46.0', 36.17268522033278, 98.40132873757622, 134, 87, 70, 'Male', 60.727942932990096, 1.6834095489550942, 0.062040168, 47, 21.429349976051647, 102.66666666666667, 'Low Risk'),
(101245, 74, 17, '29:46.0', 37.13191901076997, 95.10281498462759, 122, 79, 55, 'Female', 60.255182686814535, 1.6453783040651264, 0.11356028057071195, 43, 22.256807762362637, 93.33333333333333, 'Low Risk'),
(101246, 86, 19, '28:46.0', 36.149215250400886, 95.71845865604044, 132, 82, 88, 'Female', 82.54499741595417, 1.6034196363310211, 0.063182203, 50, 32.10675118802466, 98.66666666666666, 'High Risk'),
(101247, 65, 15, '27:46.0', 36.11720389543486, 98.22704183025343, 137, 80, 22, 'Male', 53.27418815182587, 1.9926787292435582, 0.13378614114307097, 57, 13.416593767830898, 99, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(101248, 72, 14, '26:46.0', 36.736226258298615, 97.55526505562125, 131, 81, 77, 'Female', 75.13415851657884, 1.6622047097561574, 0.053042673, 50, 27.193706738810203, 97.66666666666666, 'Low Risk'),
(101249, 95, 12, '25:46.0', 37.42818845385643, 99.94878495133831, 118, 72, 85, 'Male', 64.99531858376443, 1.9020951160763493, 0.12925091547076334, 46, 17.964602659876064, 87.33333333333333, 'High Risk'),
(101250, 75, 18, '24:46.0', 37.35292677821889, 95.01704363694736, 139, 83, 31, 'Male', 55.11695342688292, 1.5488972806150965, 0.084200798, 56, 22.974177360986207, 101.66666666666666, 'Low Risk'),
(101251, 95, 12, '23:46.0', 36.24160776471493, 98.84680637735323, 135, 84, 42, 'Male', 86.36703761890831, 1.7805789873376796, 0.13158882770671115, 51, 27.24115615270173, 101, 'High Risk'),
(101252, 70, 14, '22:46.0', 36.09850506, 96.15013476664946, 125, 71, 86, 'Female', 54.479918569401114, 1.6758854875618867, 0.054996875, 54, 19.39758972533074, 89, 'Low Risk'),
(101253, 70, 19, '21:46.0', 37.372830803615074, 98.2618701, 121, 81, 43, 'Male', 72.37677943526515, 1.8872795363021408, 0.069551549, 40, 20.320144526218975, 94.33333333333333, 'Low Risk'),
(101254, 70, 19, '20:46.0', 36.22148894001445, 99.93400986097016, 114, 71, 21, 'Male', 74.92622702, 1.9945321933781281, 0.081798915, 43, 18.834398833020423, 85.33333333333333, 'Low Risk'),
(101255, 97, 18, '19:46.0', 37.42049003274445, 95.90309030892537, 132, 76, 87, 'Male', 75.34089291859954, 1.7685877756718944, 0.1252940390670738, 56, 24.086712297891385, 94.66666666666666, 'High Risk'),
(101256, 75, 17, '18:46.0', 36.07248869155541, 97.28395522281379, 113, 72, 28, 'Female', 58.12333749789107, 1.7875714143205184, 0.1484441427731082, 41, 18.18962483640758, 85.66666666666667, 'High Risk'),
(101257, 72, 14, '17:46.0', 37.11111269176269, 97.84136464879568, 133, 75, 28, 'Male', 73.33818311451611, 1.9883689399313913, 0.065459042, 58, 18.54967075635758, 94.33333333333333, 'Low Risk'),
(101258, 93, 14, '16:46.0', 36.58733857500309, 95.23037826628048, 130, 84, 78, 'Female', 99.58784782901594, 1.9820882238127286, 0.10004254348458867, 46, 25.34897391584702, 99.33333333333333, 'High Risk'),
(101259, 85, 19, '15:46.0', 36.323316441210544, 99.31392768452973, 123, 71, 59, 'Male', 70.10063802257787, 1.9909936242154056, 0.1402196441096858, 52, 17.68407027799219, 88.33333333333333, 'High Risk'),
(101260, 95, 14, '14:46.0', 37.04370840586512, 97.20475129616116, 120, 81, 88, 'Female', 85.01055281455793, 1.983306070471757, 0.1404988173042032, 39, 21.611920336872956, 94, 'High Risk'),
(101261, 67, 17, '13:46.0', 36.22318215794896, 99.89478274692853, 115, 75, 29, 'Male', 50.59351056262375, 1.543919080484137, 0.068774444, 40, 21.22490456599551, 88.33333333333333, 'Low Risk'),
(101262, 77, 19, '12:46.0', 36.44006423445539, 95.60598857274432, 117, 80, 88, 'Female', 71.27845864594917, 1.9834277170818382, 0.057974418, 37, 18.11863782540687, 92.33333333333333, 'High Risk'),
(101263, 84, 13, '11:46.0', 36.66349582095683, 97.53112045628214, 132, 80, 35, 'Male', 83.32455582126053, 1.6117787386312985, 0.05165609, 52, 32.07466743208621, 97.33333333333333, 'High Risk'),
(101264, 88, 17, '10:46.0', 36.62044913794145, 97.86555251883384, 127, 76, 61, 'Female', 55.944286811206865, 1.8619046044554304, 0.097680546, 51, 16.137672213258487, 93, 'High Risk'),
(101265, 67, 19, '09:46.0', 36.76821356577424, 98.59283545516834, 129, 79, 53, 'Female', 66.48921783234842, 1.5199708955451383, 0.065100795, 50, 28.77933004344504, 95.66666666666666, 'Low Risk'),
(101266, 97, 12, '08:46.0', 36.92676649527147, 96.28110376823221, 121, 73, 20, 'Male', 73.57976320578888, 1.5354331703532553, 0.086067438, 48, 31.210199788425644, 89, 'High Risk'),
(101267, 73, 16, '07:46.0', 37.22626292034254, 99.37647242912621, 136, 75, 84, 'Female', 63.012243967864435, 1.843130191475172, 0.075791153, 61, 18.548676182783804, 95.33333333333333, 'Low Risk'),
(101268, 72, 13, '06:46.0', 36.24037531123225, 97.75292058474088, 119, 84, 65, 'Male', 88.84501952989143, 1.650429111989613, 0.092680033, 35, 32.61664869803459, 95.66666666666667, 'High Risk'),
(101269, 78, 18, '05:46.0', 36.75973939260138, 96.79287144620402, 127, 71, 69, 'Female', 91.83546935602314, 1.5682078319254136, 0.068412415, 56, 37.34248480892755, 89.66666666666666, 'High Risk'),
(101270, 68, 14, '04:46.0', 37.39591011680871, 95.15118612798388, 124, 87, 57, 'Male', 75.54612253614451, 1.5144908610880674, 0.092903739, 37, 32.93660752, 99.33333333333333, 'High Risk'),
(101271, 61, 17, '03:46.0', 36.359708777997426, 96.95802584944698, 122, 76, 61, 'Female', 66.77180585186085, 1.9183244019707717, 0.097529328, 46, 18.144667718950238, 91.33333333333333, 'High Risk'),
(101272, 90, 17, '02:46.0', 36.69221647121026, 97.00813475931784, 115, 75, 72, 'Female', 53.82233620618355, 1.564567856944755, 0.089884333, 40, 21.987392917529753, 88.33333333333333, 'Low Risk'),
(101273, 87, 13, '01:46.0', 36.39338142226662, 99.01817923377247, 112, 70, 47, 'Female', 67.57062137683346, 1.7155704253192905, 0.095602322, 42, 22.958357327109788, 84, 'Low Risk'),
(101274, 98, 13, '00:46.0', 37.350755446822575, 98.93710671757508, 110, 89, 29, 'Female', 79.71487192561312, 1.7453169236827455, 0.10963771987691204, 21, 26.169218471371398, 96, 'High Risk'),
(101275, 60, 13, '59:46.0', 36.28386373232511, 97.91933119502443, 124, 84, 80, 'Female', 90.39537012341216, 1.8243979422492727, 0.094366161, 40, 27.15857881002106, 97.33333333333333, 'Low Risk'),
(101276, 70, 18, '58:46.0', 37.13573795379633, 95.13378028977888, 115, 82, 46, 'Male', 75.04277344269514, 1.8023382945029218, 0.13087743038904046, 33, 23.101291263286686, 93, 'Low Risk'),
(101277, 94, 17, '57:46.0', 36.867822295075506, 96.60298086144431, 139, 86, 34, 'Female', 86.59698240174471, 1.9604273958532423, 0.091077881, 53, 22.532077319226648, 103.66666666666666, 'High Risk'),
(101278, 91, 13, '56:46.0', 36.3954705, 95.39055614, 121, 83, 30, 'Female', 55.95940911760681, 1.8779740642775784, 0.07990963, 38, 15.86696777689062, 95.66666666666667, 'High Risk'),
(101279, 66, 19, '55:46.0', 36.12679699160392, 96.77307520575388, 133, 89, 33, 'Female', 65.29790263203375, 1.999830936404182, 0.095211572, 44, 16.32723588254821, 103.66666666666667, 'High Risk'),
(101280, 92, 17, '54:46.0', 37.06594157547027, 98.24012223650386, 118, 84, 35, 'Female', 53.445182521478024, 1.7679855046979096, 0.067031092, 34, 17.098230384794924, 95.33333333333333, 'High Risk'),
(101281, 63, 16, '53:46.0', 36.945029391941524, 95.43016707403079, 128, 85, 61, 'Female', 55.076363882977866, 1.6884883825922214, 0.12072463646355787, 43, 19.31830893038737, 99.33333333333333, 'Low Risk'),
(101282, 74, 14, '52:46.0', 36.911336721758246, 99.55092166454156, 123, 76, 73, 'Female', 50.14567428928391, 1.8056886177288052, 0.068079534, 47, 15.37969612139814, 91.66666666666667, 'High Risk'),
(101283, 79, 12, '51:46.0', 36.351316990270185, 99.95828897483443, 113, 82, 83, 'Male', 75.67378917497207, 1.6154473432508283, 0.10617241133644431, 31, 28.99745398062052, 92.33333333333333, 'Low Risk'),
(101284, 61, 14, '50:46.0', 37.24562578910325, 95.89576076232412, 125, 86, 72, 'Female', 93.29124600350413, 1.6953174665686253, 0.050285409020215825, 39, 32.45927539133702, 99, 'High Risk'),
(101285, 87, 16, '49:46.0', 36.242198450458154, 99.31620511701712, 112, 78, 64, 'Male', 50.79447089908775, 1.6695182497331402, 0.11517497408732275, 34, 18.223596856589307, 89.33333333333333, 'High Risk'),
(101286, 90, 15, '48:46.0', 36.95101588404894, 95.61837472261294, 131, 81, 30, 'Female', 50.54152138937092, 1.656894269803164, 0.14382463296159964, 50, 18.410209001349692, 97.66666666666666, 'High Risk'),
(101287, 90, 19, '47:46.0', 37.130013759930264, 98.30796914600299, 110, 78, 76, 'Female', 74.60546284854483, 1.685734022602118, 0.11563468419029575, 32, 26.253821298506278, 88.66666666666667, 'Low Risk'),
(101288, 98, 19, '46:46.0', 37.04241298, 98.07057660190455, 128, 77, 48, 'Male', 53.32309845857841, 1.887436761893074, 0.068164801, 51, 14.968233792741817, 94, 'High Risk'),
(101289, 61, 18, '45:46.0', 36.22913685579294, 96.96963892870129, 116, 89, 62, 'Female', 59.73650424516629, 1.8241728083269022, 0.12331477757031242, 27, 17.951793704727063, 98, 'High Risk'),
(101290, 87, 15, '44:46.0', 37.19553547603401, 98.82401363650834, 111, 87, 70, 'Female', 66.24344353909419, 1.5344342529857533, 0.067454124, 24, 28.134961879672566, 95, 'Low Risk'),
(101291, 66, 14, '43:46.0', 36.85959408111593, 96.62594096068075, 136, 74, 54, 'Female', 77.52969882771575, 1.8853117403079636, 0.1470742249934469, 62, 21.812314600435247, 94.66666666666666, 'Low Risk'),
(101292, 83, 14, '42:46.0', 36.46625183707089, 97.84508304499083, 133, 70, 45, 'Male', 77.76454912, 1.9689160079559591, 0.12228709232802583, 63, 20.059831392928967, 91, 'Low Risk'),
(101293, 63, 15, '41:46.0', 37.290795523049525, 98.57706781407786, 133, 75, 38, 'Female', 72.35704748685235, 1.8726069934403302, 0.075342401, 58, 20.634196181644278, 94.33333333333333, 'Low Risk'),
(101294, 93, 12, '40:46.0', 36.84826078, 95.83618177392869, 111, 75, 89, 'Female', 77.87304082821012, 1.9992348792539503, 0.1283847066507552, 36, 19.483164328870625, 87, 'High Risk'),
(101295, 87, 14, '39:46.0', 36.19758888262791, 97.33180133, 134, 71, 89, 'Female', 94.51033604716051, 1.8256598805530735, 0.055990689, 63, 28.355647155847322, 92, 'Low Risk'),
(101296, 79, 16, '38:46.0', 37.155357868222836, 96.47068505350347, 114, 73, 86, 'Male', 77.57689575621893, 1.8468868823918436, 0.14622971835236032, 41, 22.743212221988713, 86.66666666666667, 'Low Risk'),
(101297, 79, 17, '37:46.0', 36.17604068014775, 99.26609797866907, 135, 73, 70, 'Male', 67.74236626605335, 1.5862390222080582, 0.061448084988207974, 62, 26.922978451898086, 93.66666666666666, 'Low Risk'),
(101298, 65, 14, '36:46.0', 37.004636877862396, 95.21428822982654, 119, 79, 54, 'Female', 87.48982906025466, 1.8915706896698048, 0.077469646, 40, 24.451889031741615, 92.33333333333333, 'Low Risk'),
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(101476, 93, 18, '38:46.0', 36.72628135505843, 96.95201340232198, 131, 87, 82, 'Female', 84.72211784711035, 1.7662996172368812, 0.082306381, 44, 27.15614093416365, 101.66666666666667, 'High Risk'),
(101477, 84, 17, '37:46.0', 36.93007958534389, 98.64307738876967, 110, 73, 48, 'Male', 93.85452640309282, 1.7943422071289072, 0.06438942, 37, 29.150410625899234, 85.33333333333333, 'Low Risk'),
(101478, 68, 16, '36:46.0', 36.52626384801436, 95.75883056967125, 116, 80, 71, 'Male', 54.47195889776467, 1.7948898563082887, 0.11543552711710725, 36, 16.908200421516618, 92, 'High Risk'),
(101479, 83, 16, '35:46.0', 37.18719933193579, 97.16728371592046, 116, 78, 53, 'Female', 66.65388140973982, 1.9309248870363191, 0.1150119897061378, 38, 17.877001819526356, 90.66666666666667, 'High Risk'),
(101480, 86, 16, '34:46.0', 37.405207171299026, 97.51062948210527, 127, 85, 24, 'Female', 94.99756395783703, 1.5742401129991457, 0.11556551634661105, 42, 38.33279794294405, 99, 'High Risk'),
(101481, 71, 15, '33:46.0', 36.33509476980075, 99.44232496246674, 131, 84, 89, 'Male', 69.98648231686812, 1.6286690679521538, 0.1337950063726572, 47, 26.384475726743258, 99.66666666666667, 'Low Risk'),
(101482, 95, 14, '32:46.0', 36.107794511116495, 96.48006142630241, 112, 86, 71, 'Male', 93.37996918452808, 1.5082317885332708, 0.11610891732607884, 26, 41.05041445304188, 94.66666666666667, 'High Risk'),
(101483, 93, 18, '31:46.0', 36.22147798, 99.8420069, 112, 80, 23, 'Male', 57.85974798129846, 1.8335914554785682, 0.13156791221854663, 32, 17.20962411252651, 90.66666666666667, 'High Risk'),
(101484, 68, 12, '30:46.0', 36.06945632824569, 99.83154218830873, 116, 75, 69, 'Male', 81.47840355502828, 1.7584468553170112, 0.06967667, 41, 26.35020609306682, 88.66666666666667, 'Low Risk'),
(101485, 71, 12, '29:46.0', 36.773348481554265, 98.41649100423044, 139, 78, 25, 'Female', 76.37545502520449, 1.542766466, 0.076190613, 61, 32.08879657521502, 98.33333333333333, 'High Risk'),
(101486, 62, 19, '28:46.0', 37.351958631511934, 99.31345371662081, 124, 78, 73, 'Female', 95.20169043, 1.777729926064252, 0.085120057, 46, 30.124031513225866, 93.33333333333333, 'High Risk'),
(101487, 77, 13, '27:46.0', 37.476682770116945, 99.92132368924256, 127, 86, 60, 'Male', 56.53867927571301, 1.6984567921943248, 0.090521792, 41, 19.599123657672465, 99.66666666666667, 'Low Risk'),
(101488, 86, 18, '26:46.0', 36.61923207249039, 99.37483151476908, 135, 79, 23, 'Male', 79.65078340892958, 1.8395636659285983, 0.12754239717216223, 56, 23.537503933895987, 97.66666666666666, 'Low Risk'),
(101489, 79, 19, '25:46.0', 36.915542727890866, 97.98315882, 113, 79, 74, 'Male', 75.12351559197677, 1.8218398145965848, 0.084938607, 34, 22.633698464768756, 90.33333333333333, 'Low Risk'),
(101490, 82, 14, '24:46.0', 36.21151141052861, 97.52227344600534, 132, 75, 51, 'Female', 72.00314318694686, 1.6431721800447414, 0.054142485, 57, 26.66768450046533, 94, 'Low Risk'),
(101491, 92, 12, '23:46.0', 37.33008470604435, 98.90835289, 126, 77, 32, 'Male', 95.60085851789317, 1.7042211072603406, 0.098147806, 49, 32.91621668818473, 93.33333333333333, 'High Risk'),
(101492, 94, 17, '22:46.0', 36.38158397, 99.00495740401234, 112, 85, 37, 'Female', 82.97425099169345, 1.761990369829633, 0.1197993251724394, 27, 26.726142510007552, 94, 'High Risk'),
(101493, 68, 18, '21:46.0', 36.298645100029496, 97.53053272674387, 138, 83, 35, 'Male', 55.77736878700192, 1.8482913008794317, 0.13967282120697927, 55, 16.327405704775163, 101.33333333333333, 'High Risk'),
(101494, 89, 14, '20:46.0', 36.58434342, 97.36163332045749, 134, 70, 57, 'Male', 57.89879933038804, 1.5990878787159661, 0.066190816, 64, 22.642527043469833, 91.33333333333333, 'Low Risk'),
(101495, 97, 14, '19:46.0', 36.19983689992419, 95.48733123935799, 126, 82, 59, 'Female', 72.35322529110692, 1.7948954818263205, 0.1417474547680923, 44, 22.45843899619613, 96.66666666666667, 'High Risk'),
(101496, 90, 16, '18:46.0', 36.03919160115606, 99.06279992160222, 136, 83, 66, 'Male', 66.33526850037438, 1.9953331739215212, 0.058940506, 53, 16.66148264810774, 100.66666666666666, 'High Risk'),
(101497, 74, 12, '17:46.0', 36.99967489186485, 97.80483423, 132, 84, 29, 'Female', 76.62894591762158, 1.8526183073883504, 0.06739928, 48, 22.326515541047407, 100, 'Low Risk'),
(101498, 84, 14, '16:46.0', 36.54282033402482, 98.10078148898734, 130, 87, 32, 'Male', 89.20218814021229, 1.7262571419818178, 0.13559829671965196, 43, 29.933984610031203, 101.33333333333333, 'Low Risk'),
(101499, 76, 15, '15:46.0', 37.00221309610436, 96.99673463222047, 136, 86, 51, 'Female', 75.48275212534143, 1.9309237657960032, 0.09114615, 50, 20.244985523443482, 102.66666666666666, 'Low Risk'),
(101500, 92, 13, '14:46.0', 36.621814752541994, 97.08533436011265, 113, 76, 82, 'Male', 95.10490423939413, 1.8539064989787992, 0.06354061, 37, 27.671153200850043, 88.33333333333333, 'High Risk'),
(101501, 88, 16, '13:46.0', 36.81618382905737, 96.22504838, 125, 87, 48, 'Female', 71.89280414141112, 1.7431132194893986, 0.13294982256414503, 38, 23.661061824852197, 99.66666666666667, 'Low Risk'),
(101502, 73, 19, '12:46.0', 36.201938419413096, 99.65992685214437, 128, 78, 67, 'Male', 55.46343374671747, 1.6441796416177974, 0.10519574896344039, 50, 20.516733649564287, 94.66666666666666, 'Low Risk'),
(101503, 86, 12, '11:46.0', 37.07020114553675, 98.72723202484873, 139, 88, 67, 'Male', 83.60710391597652, 1.796135175601592, 0.089496287, 51, 25.915831267838154, 105, 'Low Risk'),
(101504, 84, 19, '10:46.0', 36.07601225289718, 99.97300618659132, 130, 71, 55, 'Male', 75.30380499960248, 1.584339061251912, 0.086097562, 59, 29.99995903373749, 90.66666666666666, 'Low Risk'),
(101505, 60, 16, '09:46.0', 36.543511357173095, 98.46763769034958, 112, 79, 59, 'Female', 66.51316257663227, 1.991082371981147, 0.10251293472678497, 33, 16.77757324611697, 90, 'High Risk'),
(101506, 67, 12, '08:46.0', 36.63002739296478, 96.50803306, 126, 78, 50, 'Male', 71.02626448545053, 1.996092775754119, 0.1158272522999951, 48, 17.826148847063045, 94, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(101507, 64, 14, '07:46.0', 36.41177235167844, 98.29214288285843, 117, 81, 42, 'Female', 63.601633682716354, 1.9643735282194195, 0.071912935, 36, 16.482387691583053, 93, 'High Risk'),
(101508, 72, 19, '06:46.0', 36.39588496663244, 95.62210178334092, 113, 77, 49, 'Male', 96.29991053547377, 1.8041222630916516, 0.093373496, 36, 29.586524504132658, 89, 'Low Risk'),
(101509, 85, 16, '05:46.0', 36.76134728309371, 97.77114163507969, 123, 75, 49, 'Female', 76.93714314205019, 1.5480057487346672, 0.1436248406260915, 48, 32.10634865590762, 91, 'High Risk'),
(101510, 98, 15, '04:46.0', 37.11646781878225, 99.26101354, 128, 89, 42, 'Female', 85.41410245232407, 1.7161189643760872, 0.091112381, 39, 29.002457588269962, 102, 'High Risk'),
(101511, 81, 12, '03:46.0', 36.04969177618231, 97.74452810022127, 117, 88, 54, 'Female', 77.82631592680166, 1.591148969854744, 0.11439767895641152, 29, 30.740065514216305, 97.66666666666667, 'High Risk'),
(101512, 89, 12, '02:46.0', 37.193176348802005, 98.34045269944409, 135, 79, 26, 'Male', 51.04151959458018, 1.5130603448223678, 0.13808971270842552, 56, 22.295185866978414, 97.66666666666666, 'Low Risk'),
(101513, 80, 12, '01:46.0', 37.242684912184046, 96.18855807, 123, 79, 22, 'Female', 96.50600428605226, 1.8651459348990427, 0.06958007, 44, 27.74142069840608, 93.66666666666667, 'Low Risk'),
(101514, 66, 14, '00:46.0', 37.27718459, 98.50802773, 136, 76, 47, 'Male', 83.56292438661987, 1.5528734458939186, 0.066819812, 60, 34.65305302019943, 96, 'High Risk'),
(101515, 64, 12, '59:46.0', 37.42679031386505, 97.12477824477615, 136, 80, 33, 'Female', 83.11649268051774, 1.9306253655310264, 0.12186944526929079, 56, 22.299298085812033, 98.66666666666666, 'Low Risk'),
(101516, 70, 13, '58:46.0', 37.142096624290204, 96.17336837144978, 126, 81, 76, 'Female', 81.56712911802646, 1.897942824722429, 0.061583087, 45, 22.643779984168425, 96, 'Low Risk'),
(101517, 71, 14, '57:46.0', 37.06667418485466, 98.22766958015112, 136, 79, 61, 'Male', 61.433463767553306, 1.6171457110653622, 0.11195990018835905, 57, 23.49128079182095, 98, 'Low Risk'),
(101518, 66, 15, '56:46.0', 36.34572078298066, 95.39056361585406, 134, 75, 85, 'Male', 64.82921837459435, 1.9945833127973662, 0.10715709972347401, 59, 16.29545243312266, 94.66666666666666, 'High Risk'),
(101519, 71, 16, '55:46.0', 36.33193996, 96.37935815, 112, 71, 61, 'Male', 77.20108327414457, 1.5628182132398507, 0.057977091, 41, 31.608687770322156, 84.66666666666667, 'High Risk'),
(101520, 61, 19, '54:46.0', 36.89824861637451, 95.08945315964392, 122, 72, 88, 'Male', 72.97406314876528, 1.6307347385458875, 0.1344445032099282, 50, 27.441123131834537, 88.66666666666666, 'Low Risk'),
(101521, 92, 19, '53:46.0', 36.091501272702715, 95.25851791926108, 116, 76, 44, 'Female', 94.53206172, 1.869684812080062, 0.051253818664672594, 40, 27.042219245478517, 89.33333333333333, 'High Risk'),
(101522, 85, 12, '52:46.0', 37.48444000085016, 97.23815237468864, 117, 81, 46, 'Female', 74.77911444164114, 1.6866740580634445, 0.056252473, 36, 26.285605594455014, 93, 'Low Risk'),
(101523, 69, 16, '51:46.0', 36.15109896457072, 99.14545626252355, 119, 84, 57, 'Female', 72.35538084715134, 1.5576499496695833, 0.069352274, 35, 29.821611146486603, 95.66666666666667, 'Low Risk'),
(101524, 91, 14, '50:46.0', 37.457569485844324, 95.57505113, 117, 76, 20, 'Female', 84.02482386435155, 1.5476129480280871, 0.069085457, 41, 35.08188346823057, 89.66666666666667, 'High Risk'),
(101525, 70, 16, '49:46.0', 37.11826487991544, 99.45798427753054, 119, 78, 87, 'Female', 52.69520813693725, 1.7229460953230438, 0.062574304, 41, 17.751201092753828, 91.66666666666667, 'High Risk'),
(101526, 89, 18, '48:46.0', 37.36125444, 96.45707481288977, 115, 81, 18, 'Female', 50.77520117434141, 1.9736322951409258, 0.06442304, 34, 13.035244054118067, 92.33333333333333, 'High Risk'),
(101527, 82, 19, '47:46.0', 36.84013544014753, 99.90740025177766, 139, 76, 28, 'Male', 57.35291896944907, 1.5085338774731265, 0.060370015, 63, 25.202602564890125, 97, 'Low Risk'),
(101528, 99, 16, '46:46.0', 36.09062942592665, 98.17911279482297, 116, 77, 76, 'Male', 98.23973033032036, 1.6420201547419975, 0.081891984, 39, 36.43595815611659, 90, 'High Risk'),
(101529, 79, 15, '45:46.0', 36.51873692028507, 95.57182647, 138, 89, 37, 'Female', 94.46291902330653, 1.9471996417615096, 0.093605712, 49, 24.91382443646015, 105.33333333333333, 'Low Risk'),
(101530, 63, 19, '44:46.0', 36.528216468922835, 99.51861920151981, 127, 81, 43, 'Male', 72.77872263119495, 1.5044843509397927, 0.12865342893623954, 46, 32.15356110506134, 96.33333333333333, 'High Risk'),
(101531, 90, 15, '43:46.0', 37.32456904348396, 96.60105081897488, 130, 82, 86, 'Female', 55.609547864538435, 1.9184227439488741, 0.14081986661805274, 48, 15.109870244894289, 98, 'High Risk'),
(101532, 62, 12, '42:46.0', 36.540055213290906, 95.85291108601355, 138, 72, 24, 'Female', 76.33643352311994, 1.6936145379683527, 0.092683469, 66, 26.613544506655483, 94, 'Low Risk'),
(101533, 79, 13, '41:46.0', 36.01507818815649, 99.28972428605638, 133, 81, 24, 'Female', 50.84974527361547, 1.9039811719292856, 0.1409348123689605, 52, 14.026957556055335, 98.33333333333333, 'High Risk'),
(101534, 85, 13, '40:46.0', 36.067046058557715, 95.68428280247483, 137, 80, 30, 'Male', 81.92196554699552, 1.766945798474176, 0.05715535, 57, 26.239400510216395, 99, 'Low Risk'),
(101535, 84, 19, '39:46.0', 36.03243530859162, 99.99109060776644, 129, 78, 81, 'Male', 63.969767577844664, 1.6505310532782922, 0.09857533, 51, 23.481583121773184, 95, 'Low Risk'),
(101536, 87, 12, '38:46.0', 36.280715386101704, 96.44156713806107, 112, 78, 47, 'Male', 70.52372847155922, 1.9417640744302975, 0.077123461, 34, 18.704337971185442, 89.33333333333333, 'Low Risk'),
(101537, 80, 12, '37:46.0', 36.05202775046314, 99.55275168176715, 120, 70, 40, 'Female', 63.794075743804655, 1.6600485270465044, 0.052107648, 50, 23.149348999286257, 86.66666666666666, 'Low Risk'),
(101538, 93, 19, '36:46.0', 37.228475485685216, 97.34797414975378, 133, 89, 55, 'Female', 67.93800845, 1.9681608517900255, 0.1315606195374524, 44, 17.538467142693147, 103.66666666666667, 'High Risk'),
(101539, 67, 18, '35:46.0', 36.61595429019388, 97.09417170254596, 128, 84, 64, 'Female', 60.20109288804733, 1.5285438625582775, 0.081949733, 44, 25.766092661093694, 98.66666666666667, 'Low Risk'),
(101540, 95, 14, '34:46.0', 36.05419178193277, 96.02033258, 132, 71, 87, 'Female', 75.12358275142049, 1.730491037303084, 0.13314363107254934, 61, 25.086356128778814, 91.33333333333333, 'High Risk'),
(101541, 99, 13, '33:46.0', 37.12926686850367, 99.58713514770392, 112, 70, 80, 'Male', 91.76018386, 1.8393581235018812, 0.11764082623473007, 42, 27.121998379055317, 84, 'High Risk'),
(101542, 83, 17, '32:46.0', 36.85105446550111, 96.30722853009902, 127, 89, 21, 'Male', 96.65349916425635, 1.9741593772557753, 0.126911804, 38, 24.800084428450976, 101.66666666666667, 'Low Risk'),
(101543, 89, 15, '31:46.0', 36.78587850720014, 95.97872604615175, 121, 84, 60, 'Female', 55.774233142134975, 1.647034248805197, 0.079908135, 37, 20.560247939177522, 96.33333333333333, 'Low Risk'),
(101544, 78, 12, '30:46.0', 37.173976021626785, 97.20205940123388, 122, 77, 23, 'Female', 53.3222357, 1.8593676755277304, 0.078484124, 45, 15.423317432815194, 92, 'High Risk'),
(101545, 98, 14, '29:46.0', 37.13994662, 97.99584625618044, 126, 77, 69, 'Male', 81.40919902784994, 1.5873506426542254, 0.12185566265776301, 49, 32.30931403, 93.33333333333333, 'High Risk'),
(101546, 91, 16, '28:46.0', 36.80903453859285, 95.41217894367263, 111, 89, 30, 'Male', 64.85868395, 1.523730002, 0.056304618086483564, 22, 27.93521992108273, 96.33333333333333, 'High Risk'),
(101547, 76, 13, '27:46.0', 36.574787707694725, 99.68107005, 134, 75, 50, 'Male', 95.70899535998137, 1.863902111589529, 0.14257997744461257, 59, 27.549045534642325, 94.66666666666666, 'Low Risk'),
(101548, 83, 13, '26:46.0', 36.13127110092308, 99.75870679584483, 128, 70, 19, 'Male', 90.78064868477878, 1.5022877246158775, 0.1402024195384626, 58, 40.224165654421164, 89.33333333333333, 'High Risk'),
(101549, 88, 13, '25:46.0', 36.80726530282491, 95.13602984762042, 129, 70, 42, 'Female', 73.22083841036394, 1.7493081949549718, 0.06373509, 59, 23.927759564217506, 89.66666666666666, 'Low Risk'),
(101550, 78, 14, '24:46.0', 36.49441465110712, 99.20171597428586, 133, 81, 87, 'Female', 76.16471114705543, 1.669822085165757, 0.06190078, 52, 27.315766890915285, 98.33333333333333, 'Low Risk'),
(101551, 89, 16, '23:46.0', 36.24951847688954, 98.99276794, 128, 89, 23, 'Male', 52.51886227841053, 1.6175772692944397, 0.066687171, 39, 20.071749971990283, 102, 'Low Risk'),
(101552, 62, 15, '22:46.0', 36.784812724476865, 99.77433457467248, 112, 73, 50, 'Female', 96.26486409673012, 1.6159684740661668, 0.12688419881387591, 39, 36.86396409, 86, 'High Risk'),
(101553, 78, 18, '21:46.0', 36.44604367443299, 99.21245842993353, 118, 75, 54, 'Male', 64.86815692020564, 1.6835222588554606, 0.10737389328919789, 43, 22.887261566436553, 89.33333333333333, 'Low Risk'),
(101554, 62, 16, '20:46.0', 36.86873676698508, 97.15484408620186, 133, 81, 52, 'Female', 77.83071537925899, 1.5490426895521163, 0.055202380326676806, 52, 32.435772768615166, 98.33333333333333, 'High Risk'),
(101555, 90, 18, '19:46.0', 36.593444483476205, 97.29119090358809, 121, 80, 74, 'Male', 50.355001929888275, 1.7099209000411992, 0.080475647, 41, 17.22227722190891, 93.66666666666667, 'High Risk'),
(101556, 83, 13, '18:46.0', 37.315921314357986, 96.68184565952205, 110, 87, 54, 'Female', 92.49745897, 1.5138694033303781, 0.13661059924382601, 23, 40.36016927694733, 94.66666666666667, 'High Risk'),
(101557, 88, 13, '17:46.0', 37.25112530087291, 96.48103385679313, 133, 71, 69, 'Female', 50.28304398313523, 1.9527747732684133, 0.12417293331388438, 62, 13.186126827244284, 91.66666666666666, 'High Risk'),
(101558, 67, 14, '16:46.0', 36.55570325502108, 97.19751460313739, 125, 70, 53, 'Male', 87.74650343, 1.9783903647568097, 0.084514415, 55, 22.418463451718345, 88.33333333333333, 'Low Risk'),
(101559, 98, 13, '15:46.0', 36.132065601052346, 99.08196623154599, 113, 85, 22, 'Male', 93.32318418209067, 1.8920282128384436, 0.10494290883604626, 28, 26.06959788386703, 94.33333333333333, 'High Risk'),
(101560, 96, 13, '14:46.0', 37.39936982027326, 97.77429807527142, 120, 77, 71, 'Male', 71.53864265162406, 1.7217581249656535, 0.092082342, 43, 24.13217208345638, 91.33333333333333, 'High Risk'),
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(101737, 88, 17, '17:46.0', 36.846337240290346, 98.74481884694585, 124, 86, 62, 'Male', 91.07028290656375, 1.6333157248991728, 0.10245113204784405, 38, 34.13786833933271, 98.66666666666667, 'High Risk'),
(101738, 67, 16, '16:46.0', 36.02101373795055, 95.94806535346014, 115, 86, 60, 'Male', 84.83687103, 1.779058232770588, 0.074290954, 29, 26.80429041915892, 95.66666666666667, 'Low Risk'),
(101739, 93, 18, '15:46.0', 36.65666467884798, 97.52736908429088, 113, 81, 19, 'Female', 58.40069379534136, 1.711030640881777, 0.12373003563179664, 32, 19.948141158414963, 91.66666666666667, 'High Risk'),
(101740, 91, 17, '14:46.0', 36.55958091224559, 97.92176696652957, 128, 88, 24, 'Female', 72.24121305675325, 1.5882253231339254, 0.051186708840937546, 40, 28.6391944, 101.33333333333333, 'High Risk'),
(101741, 83, 19, '13:46.0', 37.00231044842523, 99.17789765424806, 124, 74, 37, 'Male', 93.02041816784953, 1.7137984881725585, 0.105122423, 50, 31.67078126073363, 90.66666666666666, 'High Risk'),
(101742, 97, 14, '12:46.0', 37.276979118594404, 95.72853582970426, 113, 84, 79, 'Male', 61.92936593163694, 1.9898890180035553, 0.10731411250061959, 29, 15.640078304112196, 93.66666666666667, 'High Risk'),
(101743, 86, 17, '11:46.0', 36.62701173190006, 95.75273117150748, 120, 76, 32, 'Male', 84.63364505481383, 1.9147713690546677, 0.13369657647604571, 44, 23.08390061047812, 90.66666666666667, 'Low Risk'),
(101744, 72, 17, '10:46.0', 37.37178738393915, 98.35069849101808, 131, 86, 72, 'Male', 68.02410920248813, 1.798624102734176, 0.065716237, 45, 21.02722904351784, 101, 'Low Risk'),
(101745, 93, 12, '09:46.0', 36.09654669444363, 98.44419351335289, 122, 74, 65, 'Male', 61.96802886170515, 1.645631563440694, 0.10718213490590521, 48, 22.88244697878942, 90, 'High Risk'),
(101746, 84, 16, '08:46.0', 37.47014953154789, 99.32738477688969, 113, 80, 50, 'Female', 80.19049347992404, 1.6700734768100354, 0.1432019706084648, 33, 28.75091881692766, 91, 'Low Risk'),
(101747, 73, 19, '07:46.0', 37.16091747376653, 99.18323146195124, 114, 71, 82, 'Female', 60.32028048, 1.7552538229201828, 0.1368927848919613, 43, 19.57868400658717, 85.33333333333333, 'Low Risk'),
(101748, 69, 17, '06:46.0', 36.133154, 96.18697863133494, 136, 84, 46, 'Male', 65.37199718571874, 1.5246783556702002, 0.10303310321679049, 52, 28.12129285345952, 101.33333333333333, 'Low Risk'),
(101749, 89, 12, '05:46.0', 36.749402477750245, 98.52179383922669, 124, 72, 66, 'Male', 93.37764141, 1.979604755336764, 0.068020053, 52, 23.827908476569256, 89.33333333333333, 'Low Risk'),
(101750, 73, 19, '04:46.0', 36.63859443304053, 99.88914840168984, 122, 86, 26, 'Female', 68.45059558359333, 1.8992826658691504, 0.070018763, 36, 18.975709454482274, 98, 'Low Risk'),
(101751, 93, 19, '03:46.0', 37.07268216034867, 99.64787672556047, 118, 77, 46, 'Female', 92.83619258968213, 1.6479568848485684, 0.13400702795228786, 41, 34.18421651171091, 90.66666666666667, 'High Risk'),
(101752, 75, 18, '02:46.0', 36.12106684078468, 95.38786381006145, 119, 83, 66, 'Male', 68.72608194278558, 1.9010010372548742, 0.075249314, 36, 19.01765120545859, 95, 'Low Risk'),
(101753, 80, 18, '01:46.0', 36.22173121128675, 97.00868334690556, 116, 86, 85, 'Male', 57.005153713019105, 1.7105265420648295, 0.13027691316321072, 30, 19.482939688417314, 96, 'Low Risk'),
(101754, 65, 13, '00:46.0', 37.02384610408221, 98.60042870305676, 111, 84, 45, 'Male', 98.88000781607846, 1.9794200741729733, 0.071801984, 27, 25.23669920587474, 93, 'Low Risk'),
(101755, 80, 17, '59:46.0', 36.69356852533532, 99.52411799870188, 113, 78, 41, 'Male', 76.48335494159525, 1.8383360994561464, 0.077655265, 35, 22.631695901343928, 89.66666666666667, 'Low Risk'),
(101756, 82, 13, '58:46.0', 37.411420108067645, 99.11731953762202, 130, 88, 56, 'Female', 53.11268628944342, 1.766835106003504, 0.12316093038403714, 42, 17.013992132715703, 102, 'High Risk'),
(101757, 61, 12, '57:46.0', 36.49587219492196, 97.06298326685906, 113, 89, 73, 'Male', 71.90042525388048, 1.6333485814095863, 0.1492222366053696, 24, 26.950926501662913, 97, 'Low Risk'),
(101758, 72, 16, '56:46.0', 36.63181976422194, 95.18601646232493, 110, 71, 82, 'Female', 51.62280916268143, 1.9122799170780014, 0.13898223289435113, 39, 14.11687943898546, 84, 'High Risk'),
(101759, 67, 19, '55:46.0', 37.162698927578084, 95.37307617025432, 111, 86, 44, 'Male', 76.17407995352947, 1.7603880592815515, 0.06673193, 25, 24.58048169035575, 94.33333333333333, 'Low Risk'),
(101760, 66, 19, '54:46.0', 36.39134093559811, 96.19629195042049, 131, 81, 24, 'Female', 62.681905863955755, 1.7796564263741055, 0.13146875, 50, 19.791096596247524, 97.66666666666666, 'Low Risk'),
(101761, 85, 14, '53:46.0', 36.385586027928134, 99.12722329028219, 114, 85, 86, 'Male', 61.86818389520433, 1.5372734371435754, 0.09703843, 29, 26.17972750165015, 94.66666666666667, 'Low Risk'),
(101762, 87, 14, '52:46.0', 37.489094654048465, 95.55954321787085, 121, 73, 36, 'Female', 72.64236789008407, 1.5947071060763294, 0.088065695, 48, 28.564599108765563, 89, 'Low Risk'),
(101763, 65, 13, '51:46.0', 37.34082166841104, 96.97443573521619, 112, 89, 86, 'Female', 70.48288716711139, 1.6437702024826943, 0.081679264, 23, 26.085638932674264, 96.66666666666667, 'Low Risk'),
(101764, 98, 16, '50:46.0', 37.34468514511956, 96.30500944526673, 113, 89, 55, 'Female', 89.13604931060499, 1.6486324289084624, 0.12093654983352801, 24, 32.79485423257487, 97, 'High Risk'),
(101765, 78, 18, '49:46.0', 36.32090331015865, 97.56647559243848, 125, 82, 71, 'Male', 75.83518467961309, 1.9053548924114958, 0.084999362, 43, 20.889064447676127, 96.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(101766, 60, 13, '48:46.0', 36.165673013540435, 97.24047132, 120, 70, 54, 'Female', 62.31670613564538, 1.6183670748486165, 0.079549911, 50, 23.79306665711966, 86.66666666666666, 'Low Risk'),
(101767, 64, 17, '47:46.0', 36.46171155, 95.78754674593297, 138, 80, 62, 'Male', 88.67902999013788, 1.5447887310558996, 0.1451698084337459, 58, 37.160602655884155, 99.33333333333333, 'High Risk'),
(101768, 67, 18, '46:46.0', 37.04846321902356, 97.73002826368628, 133, 86, 76, 'Male', 92.39409677581696, 1.774987321432417, 0.11359287916609125, 47, 29.326059656489402, 101.66666666666667, 'Low Risk'),
(101769, 65, 13, '45:46.0', 36.94828508, 98.70095084768926, 124, 71, 18, 'Male', 60.97479037192577, 1.9060754445364325, 0.054829814, 53, 16.783021190768824, 88.66666666666666, 'High Risk'),
(101770, 65, 18, '44:46.0', 36.83645807474216, 97.06209785599471, 115, 85, 71, 'Female', 56.13270128, 1.6809709804926198, 0.13859475331726234, 30, 19.86531748329109, 95, 'Low Risk'),
(101771, 88, 17, '43:46.0', 36.896684652307606, 96.88407336364244, 111, 89, 46, 'Male', 84.38985250038301, 1.6894510059246786, 0.1431152203650301, 22, 29.566439225901473, 96.33333333333333, 'Low Risk'),
(101772, 75, 14, '42:46.0', 36.98231376880076, 97.87421135650514, 124, 80, 52, 'Female', 81.44130360772284, 1.5073609844063087, 0.065985694, 44, 35.84348069066335, 94.66666666666667, 'High Risk'),
(101773, 92, 16, '41:46.0', 37.02403136974499, 96.56817657579771, 116, 87, 25, 'Female', 67.83359947778402, 1.9624049473952208, 0.059825986960011845, 29, 17.614389788441475, 96.66666666666667, 'High Risk'),
(101774, 99, 16, '40:46.0', 36.19720493521093, 96.69179311005585, 122, 80, 84, 'Male', 83.01027208234828, 1.804033455076532, 0.071651014, 42, 25.506018077136453, 94, 'High Risk'),
(101775, 95, 12, '39:46.0', 36.56031584662952, 99.22667202821054, 113, 75, 80, 'Male', 75.07364067792055, 1.9706631551878817, 0.056351049, 38, 19.331372248518626, 87.66666666666667, 'High Risk'),
(101776, 99, 14, '38:46.0', 36.469584930783284, 96.57597375661526, 139, 76, 33, 'Male', 84.32994324, 1.815795045705604, 0.078361931, 63, 25.576914657245442, 97, 'High Risk'),
(101777, 95, 14, '37:46.0', 36.78828769, 98.00929121, 124, 82, 48, 'Female', 63.68953991833615, 1.8892798230235504, 0.14695092265059378, 42, 17.843314847334113, 96, 'High Risk'),
(101778, 90, 19, '36:46.0', 36.338616143312464, 95.38019355427059, 135, 87, 64, 'Female', 96.40251347390722, 1.8768059569669573, 0.14055518500798975, 48, 27.36841274413484, 103, 'Low Risk'),
(101779, 71, 15, '35:46.0', 36.211247587111394, 96.22876985474309, 137, 73, 27, 'Male', 77.80724033281864, 1.5699122945345794, 0.10068411274326874, 64, 31.569611021989015, 94.33333333333333, 'High Risk'),
(101780, 64, 16, '34:46.0', 37.04055907376941, 95.49451425056114, 131, 79, 37, 'Female', 55.71060127738737, 1.5297572166670217, 0.071782774, 52, 23.80635055605197, 96.33333333333333, 'Low Risk'),
(101781, 90, 18, '33:46.0', 37.17440610729378, 98.96294409, 112, 85, 56, 'Female', 98.1586115, 1.7516318105929887, 0.080615546, 27, 31.992100779670473, 94, 'High Risk'),
(101782, 80, 15, '32:46.0', 36.18977087203096, 98.34293905729099, 136, 79, 61, 'Male', 86.48675734299293, 1.9246980211963411, 0.087131761, 57, 23.34664151090449, 98, 'Low Risk'),
(101783, 68, 13, '31:46.0', 37.18432944651346, 95.32792525, 120, 84, 46, 'Female', 91.20578577254165, 1.611613485695346, 0.11198468511231002, 36, 35.11564126055575, 96, 'High Risk'),
(101784, 88, 16, '30:46.0', 36.30598537678133, 95.46966674824193, 127, 80, 32, 'Male', 54.17566842843935, 1.8758930168585326, 0.051238536, 47, 15.3952996, 95.66666666666667, 'High Risk'),
(101785, 64, 12, '29:46.0', 36.141342606298856, 98.57577509655678, 125, 77, 85, 'Female', 98.97785447545945, 1.6685966704923032, 0.10122388159461607, 48, 35.549646795002595, 93, 'High Risk'),
(101786, 99, 12, '28:46.0', 36.34596070324147, 96.07439219306227, 139, 88, 39, 'Female', 61.79154963019689, 1.599103978090908, 0.1458819915954162, 51, 24.164381264766202, 105, 'High Risk'),
(101787, 63, 18, '27:46.0', 36.51286963427081, 96.81574359, 124, 74, 60, 'Male', 57.352469599721914, 1.885616172009844, 0.11814850734897593, 50, 16.130414772630754, 90.66666666666666, 'High Risk'),
(101788, 75, 13, '26:46.0', 36.747921066536044, 98.97240781695493, 122, 85, 35, 'Female', 92.98759146, 1.941251583939614, 0.10546412494685042, 37, 24.675238137892677, 97.33333333333333, 'Low Risk'),
(101789, 94, 12, '25:46.0', 36.48711826706567, 95.95876587719167, 114, 80, 61, 'Male', 50.041887759114246, 1.7783487168836656, 0.074394602, 34, 15.823400943580848, 91.33333333333333, 'High Risk'),
(101790, 73, 13, '24:46.0', 36.57528800982171, 99.07927392064073, 122, 87, 36, 'Male', 73.66235197905335, 1.6302436944006122, 0.1376320397058001, 35, 27.716636314752627, 98.66666666666667, 'Low Risk'),
(101791, 67, 17, '23:46.0', 36.64927175503299, 96.16322414, 119, 84, 80, 'Female', 66.66773503031318, 1.9409725599690628, 0.1437629590431092, 35, 17.696073329010268, 95.66666666666667, 'High Risk'),
(101792, 68, 17, '22:46.0', 36.32216265380082, 96.79473966764552, 129, 73, 23, 'Female', 65.45560243, 1.8659202710478218, 0.09762768, 56, 18.800121614318318, 91.66666666666666, 'Low Risk'),
(101793, 92, 16, '21:46.0', 37.25844454338416, 97.1803482, 115, 85, 21, 'Female', 73.60177218, 1.8225582817833825, 0.1438052226811971, 30, 22.157737917496426, 95, 'High Risk'),
(101794, 89, 18, '20:46.0', 37.303116311972204, 99.29396620348777, 132, 82, 77, 'Male', 97.26478556890378, 1.8433782791475095, 0.068641484, 50, 28.62376133220166, 98.66666666666666, 'Low Risk'),
(101795, 90, 14, '19:46.0', 36.72624984951025, 99.46907507517693, 133, 85, 20, 'Female', 92.75361869991161, 1.5553635730407382, 0.10783991633721599, 48, 38.341316007749064, 101, 'High Risk'),
(101796, 73, 17, '18:46.0', 37.16288307962313, 97.66707839, 117, 88, 24, 'Male', 68.20236704, 1.7552977508064127, 0.084064754, 29, 22.135934188194827, 97.66666666666667, 'Low Risk'),
(101797, 78, 19, '17:46.0', 36.576791849040816, 99.87580735395993, 114, 88, 31, 'Male', 74.96582551378513, 1.6984530602898351, 0.13773675630923887, 26, 25.987004999389786, 96.66666666666667, 'Low Risk'),
(101798, 66, 17, '16:46.0', 36.52509142557953, 97.66902814095546, 114, 77, 33, 'Male', 83.61991833109974, 1.6769779748887792, 0.0741635, 37, 29.734115333545684, 89.33333333333333, 'Low Risk'),
(101799, 87, 16, '15:46.0', 36.816005957322666, 97.51226260891319, 118, 71, 18, 'Female', 54.041486320708245, 1.9472120396061465, 0.090175159, 47, 14.252819749016167, 86.66666666666667, 'High Risk'),
(101800, 72, 18, '14:46.0', 36.68124310092064, 99.32993575808206, 119, 75, 81, 'Female', 63.556066734362346, 1.875405432031011, 0.10299912882854827, 44, 18.07035452786645, 89.66666666666667, 'High Risk'),
(101801, 64, 14, '13:46.0', 36.29618655016326, 97.11583045683135, 121, 78, 40, 'Male', 93.50725143, 1.7172312049936216, 0.13481024828946803, 43, 31.70937981110964, 92.33333333333333, 'High Risk'),
(101802, 82, 13, '12:46.0', 37.44439484998019, 99.78951442, 119, 85, 42, 'Female', 75.01683467486089, 1.830867979509214, 0.061107802, 34, 22.379206139503307, 96.33333333333333, 'Low Risk'),
(101803, 91, 13, '11:46.0', 36.34409380598813, 96.97633667386634, 117, 86, 40, 'Male', 66.76478382952409, 1.6953844345746125, 0.092976973, 31, 23.227959710833527, 96.33333333333333, 'High Risk'),
(101804, 69, 15, '10:46.0', 36.54096868600353, 98.15018572118078, 136, 80, 18, 'Male', 69.28932990932714, 1.7435270634582314, 0.1325648926141315, 56, 22.79339282932748, 98.66666666666666, 'Low Risk'),
(101805, 79, 17, '09:46.0', 37.10541590140102, 98.37966405463504, 118, 71, 76, 'Male', 79.32463379203878, 1.718070827792433, 0.089972475, 47, 26.87360617125617, 86.66666666666667, 'Low Risk'),
(101806, 81, 14, '08:46.0', 37.04840721, 97.18319177, 122, 82, 46, 'Male', 53.49158466610514, 1.8011681314479575, 0.13104724438595047, 40, 16.488340799187608, 95.33333333333333, 'High Risk'),
(101807, 73, 13, '07:46.0', 36.515558248102444, 99.30959335037099, 126, 78, 19, 'Female', 55.82435343655506, 1.6109049855215103, 0.061952914, 48, 21.51215163765051, 94, 'Low Risk'),
(101808, 91, 14, '06:46.0', 36.55317425023902, 97.68139699, 125, 74, 28, 'Female', 51.983158281291004, 1.947438802379041, 0.080820725, 51, 13.706766797833078, 91, 'High Risk'),
(101809, 86, 14, '05:46.0', 37.29721985650878, 96.79302088979328, 138, 71, 50, 'Female', 57.86901846387627, 1.9287414910212215, 0.13123303817072066, 67, 15.556004853998562, 93.33333333333333, 'High Risk'),
(101810, 62, 19, '04:46.0', 37.21348633359929, 97.89291243671596, 129, 86, 21, 'Male', 54.702983615618315, 1.5403481972915238, 0.067213463, 43, 23.055428858014167, 100.33333333333333, 'Low Risk'),
(101811, 85, 17, '03:46.0', 37.04377550036083, 98.91588371407862, 139, 77, 85, 'Female', 94.06044492, 1.774013787748926, 0.050359873, 62, 29.887737963636233, 97.66666666666666, 'Low Risk'),
(101812, 93, 15, '02:46.0', 36.42844710484612, 97.85555915223105, 134, 84, 54, 'Female', 85.19569723807524, 1.7639142199094324, 0.1378866801785909, 50, 27.381846961936926, 100.66666666666666, 'High Risk'),
(101813, 74, 17, '01:46.0', 37.47084875333763, 97.75546894318751, 129, 81, 36, 'Female', 53.38336741660777, 1.8021749426258247, 0.067997578, 48, 16.436603227458143, 97, 'High Risk'),
(101814, 90, 12, '00:46.0', 37.44212865573108, 97.13845858127637, 123, 70, 86, 'Female', 60.95752188220428, 1.9774594651794803, 0.060810584, 53, 15.588779835138757, 87.66666666666666, 'High Risk'),
(101815, 80, 12, '59:46.0', 37.37456611307249, 95.69247700639076, 114, 80, 74, 'Male', 69.51341704402469, 1.9918685773624984, 0.10066067117557362, 34, 17.52053149, 91.33333333333333, 'High Risk'),
(101816, 90, 14, '58:46.0', 36.35073917935932, 98.58162992912852, 137, 88, 81, 'Female', 75.41516041082645, 1.6387657931422275, 0.1467150892978502, 49, 28.08179592456945, 104.33333333333333, 'Low Risk'),
(101817, 84, 14, '57:46.0', 37.03809424598039, 96.42698619056455, 131, 76, 83, 'Male', 77.37041496040571, 1.687844160985322, 0.097027407, 55, 27.158778608027525, 94.33333333333333, 'Low Risk'),
(101818, 61, 13, '56:46.0', 36.653254769080824, 97.24029534644218, 130, 82, 65, 'Male', 66.26820242136576, 1.911054636071649, 0.099569552, 48, 18.145084005844907, 98, 'High Risk'),
(101819, 74, 13, '55:46.0', 36.075017146187704, 95.65052695537534, 138, 84, 78, 'Female', 50.371711274693894, 1.6530658934961449, 0.064721571, 54, 18.433439350540276, 102, 'High Risk'),
(101820, 92, 14, '54:46.0', 36.319066976159654, 98.22336737, 114, 79, 70, 'Male', 84.50633491709308, 1.8086499132423777, 0.082557761, 35, 25.83332113900672, 90.66666666666667, 'High Risk'),
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(101997, 62, 12, '57:46.0', 36.20684095919112, 97.96328417997682, 130, 72, 57, 'Male', 65.91932631801183, 1.6745509174080904, 0.13475791615651728, 58, 23.508019663736977, 91.33333333333333, 'Low Risk'),
(101998, 66, 19, '56:46.0', 36.30708829795936, 98.79522518411437, 123, 78, 19, 'Male', 62.91764693, 1.5364167724473548, 0.1283962899245656, 45, 26.653508989028563, 93, 'Low Risk'),
(101999, 87, 15, '55:46.0', 37.35182730137122, 99.50958936967604, 124, 86, 57, 'Male', 71.38264161665292, 1.6150114546700152, 0.1306855119919595, 38, 27.367895423009976, 98.66666666666667, 'Low Risk'),
(102000, 73, 14, '54:46.0', 36.938348247962416, 97.95609254239477, 138, 75, 83, 'Male', 82.11518813358991, 1.5269598960911464, 0.062840897, 63, 35.218287167589374, 96, 'High Risk'),
(102001, 75, 17, '53:46.0', 36.01140831131224, 96.26697157699587, 114, 73, 57, 'Female', 93.64182562590389, 1.9752256828220336, 0.1270570703451057, 41, 24.001391682437358, 86.66666666666667, 'Low Risk'),
(102002, 86, 13, '52:46.0', 36.404740841680905, 97.63932535299244, 136, 76, 30, 'Female', 87.05024976170559, 1.8048892659668414, 0.054276541856143216, 60, 26.721996162784762, 96, 'Low Risk'),
(102003, 92, 15, '51:46.0', 37.018107541056246, 98.24839035849047, 114, 86, 70, 'Male', 69.54162363618153, 1.9497528221010867, 0.056999396, 28, 18.29303271236213, 95.33333333333333, 'High Risk'),
(102004, 63, 12, '50:46.0', 37.44561336474981, 98.46975840565442, 114, 76, 50, 'Male', 89.91537969072162, 1.7218600240991209, 0.14805212467452047, 38, 30.327617639158092, 88.66666666666667, 'High Risk'),
(102005, 83, 19, '49:46.0', 36.821525143310936, 99.94963833804394, 114, 87, 47, 'Female', 83.92625800519438, 1.9674058825431744, 0.056545314, 27, 21.68252863418077, 96, 'Low Risk'),
(102006, 79, 15, '48:46.0', 36.666025123366474, 98.91439638270515, 121, 71, 31, 'Female', 70.60015538253774, 1.5545327080984095, 0.07559881, 50, 29.215002540555233, 87.66666666666666, 'Low Risk'),
(102007, 96, 13, '47:46.0', 36.38701966789632, 98.40691681251893, 122, 73, 40, 'Male', 88.33366202831317, 1.5629722451306336, 0.13191587441276723, 49, 36.159607129777996, 89.33333333333333, 'High Risk'),
(102008, 91, 14, '46:46.0', 37.27277686584888, 96.39475870887507, 119, 71, 44, 'Female', 52.69207629335322, 1.6584512381594887, 0.13462668757094748, 48, 19.15754693229648, 87, 'High Risk'),
(102009, 93, 12, '45:46.0', 36.85277503453222, 99.40121053, 127, 86, 28, 'Female', 84.25023583925233, 1.7385535126158753, 0.13696281815359662, 41, 27.873724271802125, 99.66666666666667, 'High Risk'),
(102010, 69, 16, '44:46.0', 36.30120184376414, 97.58288065244192, 110, 77, 33, 'Female', 88.64811606831043, 1.938631838739362, 0.11717874910136056, 33, 23.587332463900555, 88, 'Low Risk'),
(102011, 95, 15, '43:46.0', 37.102243846855515, 97.65246795, 135, 83, 74, 'Male', 78.82036900253871, 1.8636306280171804, 0.064448912, 52, 22.694404174396855, 100.33333333333333, 'High Risk'),
(102012, 95, 17, '42:46.0', 36.193502556056124, 98.76716989745493, 124, 71, 20, 'Female', 78.78116153507399, 1.796633345898328, 0.088570378, 53, 24.406385553465356, 88.66666666666666, 'High Risk'),
(102013, 63, 13, '41:46.0', 36.146316621861594, 96.23194619391744, 135, 77, 53, 'Male', 65.89101106990387, 1.970788109, 0.084989523, 58, 16.96470473827614, 96.33333333333333, 'High Risk'),
(102014, 67, 17, '40:46.0', 37.37837826409347, 98.40062138162763, 128, 72, 33, 'Female', 81.26569149656883, 1.9509624943098371, 0.081192873, 56, 21.350566075976626, 90.66666666666666, 'Low Risk'),
(102015, 86, 16, '39:46.0', 36.531702223955584, 95.87976018094577, 133, 81, 21, 'Female', 52.221619425617234, 1.759169504107413, 0.10501078169337807, 52, 16.87465723165036, 98.33333333333333, 'High Risk'),
(102016, 82, 16, '38:46.0', 36.89454128238914, 99.11061345872267, 128, 80, 30, 'Male', 87.61037273533324, 1.7141003579096865, 0.11651746626761114, 48, 29.81831077908805, 96, 'Low Risk'),
(102017, 71, 15, '37:46.0', 37.17247168128525, 98.54324487621975, 136, 76, 52, 'Female', 64.63622773029599, 1.6109672969170035, 0.079098199, 60, 24.905918005378766, 96, 'Low Risk'),
(102018, 85, 15, '36:46.0', 36.36980604974916, 95.68227603847635, 116, 84, 65, 'Male', 67.10647526, 1.7022161378562475, 0.12390495530196775, 32, 23.15981154846039, 94.66666666666667, 'Low Risk'),
(102019, 98, 17, '35:46.0', 37.17625115528594, 97.63269019387901, 133, 76, 78, 'Male', 89.51471402648977, 1.7783421066415532, 0.084926673, 57, 28.305042111501667, 95, 'High Risk'),
(102020, 74, 19, '34:46.0', 37.06891945605065, 98.62771878140238, 127, 71, 85, 'Male', 55.682459428777776, 1.8854317477139038, 0.14236033096804984, 56, 15.663787330234967, 89.66666666666666, 'High Risk'),
(102021, 84, 15, '33:46.0', 36.09069102243303, 98.73607543144998, 119, 86, 45, 'Male', 55.852744271812924, 1.6695179332099348, 0.053479911, 33, 20.038367618963285, 97, 'Low Risk'),
(102022, 85, 16, '32:46.0', 36.407591176990046, 99.73020748260657, 116, 82, 69, 'Male', 53.29720616190471, 1.9817469817233155, 0.078092136, 34, 13.57088071, 93.33333333333333, 'High Risk'),
(102023, 75, 17, '31:46.0', 36.477436011538146, 98.96363824570304, 122, 80, 71, 'Female', 91.01884925, 1.5244421431104451, 0.089237272, 42, 39.166020582513156, 94, 'High Risk'),
(102024, 77, 14, '30:46.0', 37.48627134, 96.23023472526454, 113, 87, 47, 'Female', 74.21545833500149, 1.762414481615132, 0.052390970531939196, 26, 23.89341731656108, 95.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(102026, 87, 12, '28:46.0', 36.31201256405969, 98.19420672, 124, 70, 77, 'Male', 56.68843143313616, 1.692623230752028, 0.13101431207753567, 54, 19.78672172236601, 88, 'Low Risk'),
(102027, 99, 17, '27:46.0', 36.60047258975204, 99.4988267, 137, 71, 20, 'Female', 77.19687308057229, 1.7758351818699998, 0.097598234, 66, 24.479040890035417, 93, 'High Risk'),
(102028, 84, 12, '26:46.0', 36.66828325211063, 95.57245826954671, 110, 76, 57, 'Male', 53.23393263851632, 1.975336089407684, 0.051550806, 34, 13.642895543245867, 87.33333333333333, 'High Risk'),
(102029, 96, 14, '25:46.0', 36.98954654956398, 98.71938012813935, 116, 88, 25, 'Female', 77.88611302602939, 1.894461728824717, 0.084287767, 28, 21.701430285912025, 97.33333333333333, 'High Risk'),
(102030, 89, 14, '24:46.0', 36.51280996540292, 96.80436811298567, 135, 87, 28, 'Female', 69.60359412359917, 1.822309137107359, 0.12474477432710353, 48, 20.95982056560548, 103, 'Low Risk'),
(102031, 66, 19, '23:46.0', 37.441533533881575, 98.66410885, 113, 85, 48, 'Male', 54.616438200052706, 1.782342531743082, 0.10716167583182312, 28, 17.192579168739133, 94.33333333333333, 'High Risk'),
(102032, 73, 16, '22:46.0', 36.88934741, 96.32624236293985, 137, 74, 77, 'Female', 74.28220147054239, 1.6004630653571716, 0.066871984, 63, 28.99969657680506, 95, 'Low Risk'),
(102033, 71, 14, '21:46.0', 36.74830489347005, 98.77865738290015, 110, 85, 61, 'Female', 58.98755531096299, 1.8858980509676313, 0.052095797, 25, 16.58532454187751, 93.33333333333333, 'High Risk'),
(102034, 93, 19, '20:46.0', 36.291654210404964, 96.28288894875476, 123, 81, 74, 'Male', 73.11828492, 1.5455848840355206, 0.061068112, 42, 30.608374940573988, 95, 'High Risk'),
(102035, 72, 16, '19:46.0', 36.88016418558112, 98.11153901364143, 132, 83, 65, 'Female', 96.49222119576851, 1.6669174927509327, 0.1233017496287234, 49, 34.72674639537146, 99.33333333333333, 'High Risk'),
(102036, 97, 17, '18:46.0', 36.01105935240377, 98.47149792503821, 135, 76, 51, 'Male', 67.73383939363086, 1.8147924478872526, 0.11431120929200679, 59, 20.56609165814389, 95.66666666666666, 'High Risk'),
(102037, 62, 15, '17:46.0', 37.29283808492582, 96.65679189918137, 118, 70, 76, 'Male', 89.29541174571017, 1.876894985910329, 0.13370216804444301, 48, 25.348320868905468, 86, 'Low Risk'),
(102038, 80, 12, '16:46.0', 36.38162170460806, 99.70742601432352, 110, 76, 47, 'Female', 67.59448330533175, 1.9351980694611945, 0.12078625611253944, 34, 18.049301868146543, 87.33333333333333, 'High Risk'),
(102039, 87, 16, '15:46.0', 36.34769269424783, 96.92782638836366, 136, 84, 80, 'Male', 57.08798940278781, 1.7032403932694447, 0.13127639527163337, 52, 19.678538988655642, 101.33333333333333, 'Low Risk'),
(102040, 66, 17, '14:46.0', 37.219834614788255, 95.83632331580387, 139, 81, 57, 'Female', 59.870368192302706, 1.767068905818725, 0.063895101, 58, 19.173657231390205, 100.33333333333333, 'Low Risk'),
(102041, 69, 14, '13:46.0', 37.12000899289637, 98.19642059747275, 120, 73, 50, 'Male', 66.92671264982394, 1.665888388295894, 0.12304689874696957, 47, 24.116134173952897, 88.66666666666667, 'Low Risk'),
(102042, 75, 19, '12:46.0', 36.51975313039902, 96.69587520988446, 112, 79, 57, 'Male', 89.36295187693668, 1.820976087866689, 0.09881161, 33, 26.94939502562206, 90, 'Low Risk'),
(102043, 86, 15, '11:46.0', 36.91388860018146, 97.39213838, 137, 84, 87, 'Female', 50.20708344215407, 1.574262134340677, 0.070592528, 53, 20.25866834599682, 101.66666666666666, 'Low Risk'),
(102044, 80, 17, '10:46.0', 37.240173531862176, 96.69870345967936, 131, 84, 51, 'Male', 72.03561679474743, 1.5467822965625595, 0.11257012699946181, 47, 30.10848432924006, 99.66666666666667, 'High Risk'),
(102045, 61, 13, '09:46.0', 37.106052216108935, 99.76086821501183, 121, 88, 42, 'Female', 93.50173681034076, 1.8561564464560898, 0.072280752, 33, 27.13879259704377, 99, 'Low Risk'),
(102046, 62, 17, '08:46.0', 36.72618420292744, 98.86050580559176, 114, 88, 43, 'Female', 87.96382422477468, 1.958027398, 0.09829911, 26, 22.94386470891795, 96.66666666666667, 'Low Risk'),
(102047, 95, 19, '07:46.0', 37.281813850399764, 99.07422814331046, 110, 75, 81, 'Female', 63.47025872, 1.6139087615114454, 0.069864751, 35, 24.367574922921598, 86.66666666666667, 'High Risk'),
(102048, 83, 16, '06:46.0', 36.229987571937656, 96.63574537, 113, 79, 37, 'Male', 97.306083, 1.6955765388734285, 0.12117034789760983, 34, 33.84583189946967, 90.33333333333333, 'High Risk'),
(102049, 97, 14, '05:46.0', 36.565929971177304, 95.40307004617429, 114, 78, 24, 'Female', 55.94998103500953, 1.9141565441560568, 0.12085701903834317, 36, 15.270211020354814, 90, 'High Risk'),
(102050, 76, 14, '04:46.0', 36.06615416981648, 95.64185209192196, 123, 77, 51, 'Female', 60.31138820223816, 1.8386879039671074, 0.092689745, 46, 17.83952501044556, 92.33333333333333, 'High Risk'),
(102051, 91, 17, '03:46.0', 37.408683348862894, 95.24086628, 134, 70, 81, 'Male', 91.83348903352694, 1.5580533602677258, 0.086392748, 64, 37.83000774006127, 91.33333333333333, 'High Risk'),
(102052, 78, 12, '02:46.0', 36.393702217063236, 98.62897248648436, 121, 89, 84, 'Female', 90.51996639482817, 1.8530843794434038, 0.11765593993128141, 32, 26.36052124828938, 99.66666666666667, 'Low Risk'),
(102053, 73, 18, '01:46.0', 36.620198620204285, 98.01829881768356, 128, 78, 25, 'Female', 68.79151714489136, 1.6428239063638554, 0.051047404, 50, 25.489003646887486, 94.66666666666666, 'Low Risk'),
(102054, 73, 14, '00:46.0', 36.225850585516675, 95.10879280521083, 138, 71, 86, 'Female', 62.8449984, 1.8053497247243395, 0.063979019, 67, 19.281820311524474, 93.33333333333333, 'Low Risk'),
(102055, 81, 16, '59:46.0', 37.41283929560816, 98.62543048, 132, 79, 23, 'Male', 96.13364751904686, 1.8009865767751305, 0.063356611, 53, 29.63838047, 96.66666666666666, 'Low Risk'),
(102056, 83, 15, '58:46.0', 36.98840538872024, 99.56192422498765, 111, 76, 62, 'Male', 54.26683181139892, 1.8199383388038508, 0.057985656, 35, 16.38404452805112, 87.66666666666667, 'High Risk'),
(102057, 83, 19, '57:46.0', 36.601443564519016, 99.17922175093433, 119, 72, 89, 'Male', 61.55939077056134, 1.565316497472024, 0.10882299828553109, 47, 25.12406962149766, 87.66666666666667, 'Low Risk'),
(102058, 72, 17, '56:46.0', 37.14973419618249, 97.66429792827367, 126, 86, 53, 'Male', 52.913172687738516, 1.7171153782159763, 0.056436534, 40, 17.945883632392146, 99.33333333333333, 'High Risk'),
(102059, 88, 14, '55:46.0', 37.47844134232003, 96.31730806226888, 124, 72, 89, 'Female', 50.94034396232573, 1.933887093005366, 0.061153348932132236, 52, 13.620706767406096, 89.33333333333333, 'High Risk'),
(102060, 84, 16, '54:46.0', 36.80586203287931, 98.78260058898401, 113, 77, 55, 'Male', 90.46521614632746, 1.6842741444046505, 0.090011851, 36, 31.890113257764682, 89, 'High Risk'),
(102061, 60, 19, '53:46.0', 36.13944084015783, 95.72877212741261, 122, 72, 69, 'Female', 88.00308297475524, 1.6098310800832458, 0.085521247, 50, 33.95762212415888, 88.66666666666666, 'High Risk'),
(102062, 82, 17, '52:46.0', 37.41126407, 99.03255010330147, 137, 70, 74, 'Male', 73.04732572961511, 1.6203052193811942, 0.08071003, 67, 27.82342944973219, 92.33333333333333, 'Low Risk'),
(102063, 87, 15, '51:46.0', 36.046149140728666, 96.51528724747963, 113, 85, 70, 'Male', 51.494430325430315, 1.8521802082677727, 0.13790966315533498, 28, 15.010452330376372, 94.33333333333333, 'High Risk'),
(102064, 81, 16, '50:46.0', 37.498369607202356, 96.26930246741466, 114, 83, 30, 'Female', 90.09093611148595, 1.571427021895773, 0.09558004, 31, 36.48317830882852, 93.33333333333333, 'High Risk'),
(102065, 77, 12, '49:46.0', 37.347079406046326, 95.01685051433041, 110, 81, 21, 'Male', 84.19990551129797, 1.5593995084038088, 0.14383846057724198, 29, 34.62556097296179, 90.66666666666667, 'High Risk'),
(102066, 62, 14, '48:46.0', 36.65859593419168, 98.52885906045452, 130, 70, 84, 'Female', 65.87555377620004, 1.834006787716875, 0.084679486, 60, 19.58494705071193, 90, 'Low Risk'),
(102067, 90, 15, '47:46.0', 36.096304343946144, 97.7742802, 119, 84, 75, 'Female', 65.64805585324609, 1.6454618582701728, 0.1127722498226429, 35, 24.24634215570407, 95.66666666666667, 'Low Risk'),
(102068, 71, 18, '46:46.0', 37.23659241313101, 95.03047978107082, 115, 78, 79, 'Female', 78.40489907997599, 1.9363674906676966, 0.082923188, 37, 20.910654899476647, 90.33333333333333, 'Low Risk'),
(102069, 80, 17, '45:46.0', 36.60380769887407, 97.99514950666666, 131, 80, 78, 'Male', 61.619827740025386, 1.5351385804075233, 0.13825972206032772, 51, 26.147207130761224, 97, 'Low Risk'),
(102070, 96, 18, '44:46.0', 36.79718084632396, 99.61964564865993, 131, 70, 20, 'Female', 64.31765188095217, 1.8290285298348619, 0.060471603872920915, 61, 19.226012534693226, 90.33333333333333, 'High Risk'),
(102071, 99, 12, '43:46.0', 36.81291412840885, 97.46987433737144, 113, 76, 43, 'Female', 60.931725803010025, 1.9770407883121661, 0.096891273, 37, 15.588783315943626, 88.33333333333333, 'High Risk'),
(102072, 91, 13, '42:46.0', 36.65286790396102, 98.47100194895158, 112, 87, 58, 'Male', 61.59567088172291, 1.7746924863127727, 0.092502059, 25, 19.55707803305499, 95.33333333333333, 'High Risk'),
(102073, 95, 16, '41:46.0', 36.55742540171048, 98.92189164868148, 137, 89, 48, 'Male', 83.86039542156408, 1.850569248, 0.11026441490924216, 48, 24.487600087925287, 105, 'High Risk'),
(102074, 84, 14, '40:46.0', 36.73433567394785, 95.93909574778438, 132, 88, 38, 'Female', 89.11990657754366, 1.8963928358567315, 0.092705113, 44, 24.780959082420743, 102.66666666666667, 'Low Risk'),
(102075, 66, 13, '39:46.0', 36.13785972463093, 96.35000560517882, 117, 82, 25, 'Male', 95.93482867158185, 1.6479733511663979, 0.056199933418010856, 35, 35.32449282361346, 93.66666666666667, 'High Risk'),
(102076, 96, 18, '38:46.0', 37.164366334187335, 98.33238346, 110, 84, 80, 'Female', 70.74188633, 1.8734354871753327, 0.079933319, 26, 20.155758729269845, 92.66666666666667, 'High Risk'),
(102077, 77, 14, '37:46.0', 36.57220501366947, 97.62009137934837, 116, 80, 83, 'Female', 72.97605990178643, 1.5801549338006582, 0.14285169623190208, 36, 29.226786586320987, 92, 'Low Risk'),
(102078, 83, 19, '36:46.0', 36.017419741200825, 97.29395369722553, 124, 72, 81, 'Male', 67.48931832640893, 1.9048203070347391, 0.14037110206948475, 52, 18.600602712881624, 89.33333333333333, 'Low Risk'),
(102079, 95, 16, '35:46.0', 37.41775473644767, 99.12220380287766, 119, 87, 42, 'Female', 64.44353024311059, 1.5314719201512832, 0.097770138, 32, 27.476489609039536, 97.66666666666667, 'High Risk'),
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(102256, 79, 14, '38:46.0', 36.50999896767267, 98.42826517139842, 120, 84, 49, 'Female', 91.92400564514307, 1.830113848630829, 0.056097907151865856, 36, 27.44559977679969, 96, 'Low Risk'),
(102257, 69, 14, '37:46.0', 37.12036253546792, 99.35804453, 134, 74, 53, 'Female', 79.1025682, 1.7366047072605633, 0.1254798679035482, 60, 26.229416903702834, 94, 'Low Risk'),
(102258, 95, 12, '36:46.0', 36.784593152526895, 97.97229551744714, 136, 85, 80, 'Female', 78.41228110445152, 1.6607524775175744, 0.10917355291683199, 51, 28.429830484611013, 102, 'High Risk'),
(102259, 93, 19, '35:46.0', 36.68754827, 98.99393038466367, 132, 87, 85, 'Female', 52.97025629135367, 1.7477330462855638, 0.1011751089058536, 45, 17.341309054826638, 102, 'High Risk'),
(102260, 83, 16, '34:46.0', 36.57390099842838, 97.98383078, 128, 74, 27, 'Male', 64.13562252521564, 1.8017284651738912, 0.13535084652625723, 54, 19.756983386297915, 92, 'Low Risk'),
(102261, 62, 16, '33:46.0', 37.10028419658601, 99.49776955024392, 118, 77, 43, 'Male', 50.78690548269822, 1.5720484680720053, 0.12213719278176817, 41, 20.55038147419779, 90.66666666666667, 'Low Risk'),
(102262, 69, 19, '32:46.0', 36.44624357720524, 96.262664, 116, 72, 37, 'Female', 64.68204703964403, 1.995654582649607, 0.075452249, 44, 16.241009054112318, 86.66666666666667, 'High Risk'),
(102263, 62, 14, '31:46.0', 37.09161388483329, 95.63418335, 126, 88, 72, 'Female', 97.23413771, 1.801316155155857, 0.10162978855866991, 38, 29.96669717064178, 100.66666666666667, 'Low Risk'),
(102264, 66, 14, '30:46.0', 37.321944746074706, 96.08965707012595, 132, 79, 88, 'Female', 72.26498693933598, 1.944582121327687, 0.12414664174884546, 53, 19.110645283623494, 96.66666666666666, 'Low Risk'),
(102265, 83, 19, '29:46.0', 36.85902022, 97.56796855047226, 119, 75, 27, 'Female', 72.08530829848587, 1.8865006517440737, 0.073202281, 44, 20.255027682005675, 89.66666666666667, 'Low Risk'),
(102266, 61, 15, '28:46.0', 36.31907801443222, 98.38319271680638, 114, 87, 72, 'Male', 62.25826572913031, 1.586722749717728, 0.071508014, 27, 24.728337630375876, 96, 'Low Risk'),
(102267, 61, 19, '27:46.0', 37.008624538977905, 95.61593473939425, 128, 70, 30, 'Female', 98.65662946, 1.9689624763438007, 0.084635539, 58, 25.447867493728648, 89.33333333333333, 'Low Risk'),
(102268, 93, 16, '26:46.0', 36.41763095, 96.36445392, 138, 81, 43, 'Female', 54.03334899910331, 1.7173142456712134, 0.062958902, 57, 18.32155543459889, 100, 'High Risk'),
(102269, 70, 15, '25:46.0', 37.45202580840121, 96.31787738982266, 132, 81, 82, 'Female', 92.46675675708387, 1.9698950824063917, 0.094801476, 51, 23.828649712813323, 98, 'Low Risk'),
(102270, 86, 18, '24:46.0', 37.476964717094646, 96.08972987987283, 133, 72, 32, 'Female', 76.04791805284657, 1.6373708307505634, 0.1440421561954048, 61, 28.365682034924564, 92.33333333333333, 'Low Risk'),
(102271, 91, 15, '23:46.0', 37.21546605729063, 95.29102352158466, 115, 83, 37, 'Male', 91.49330454223187, 1.5907893179459354, 0.14752231747484268, 32, 36.15463500650607, 93.66666666666667, 'High Risk'),
(102272, 85, 19, '22:46.0', 36.886748258706994, 99.19669281633291, 133, 75, 23, 'Female', 50.125383201174834, 1.6953543375384048, 0.088484078, 58, 17.439608941472407, 94.33333333333333, 'High Risk'),
(102273, 82, 19, '21:46.0', 37.40526692304451, 99.93708601, 117, 83, 82, 'Male', 75.22195905498936, 1.797498737258705, 0.11220967862871856, 34, 23.281312049999197, 94.33333333333333, 'Low Risk'),
(102274, 92, 14, '20:46.0', 36.643983223141575, 98.54063881204549, 120, 72, 47, 'Female', 88.90374436623873, 1.502605902787729, 0.091818416, 48, 39.37584360607801, 88, 'High Risk'),
(102275, 83, 14, '19:46.0', 36.915267396244786, 96.81115363176583, 119, 71, 58, 'Female', 59.59156761007446, 1.9002453349433825, 0.07500545, 48, 16.503097293156085, 87, 'High Risk'),
(102276, 65, 13, '18:46.0', 36.08939555, 99.83178654998414, 136, 82, 63, 'Male', 94.48997641995801, 1.6797220709236012, 0.098618269, 54, 33.48967116085654, 100, 'High Risk'),
(102277, 99, 13, '17:46.0', 36.654961810179145, 96.66285365146253, 129, 73, 45, 'Female', 53.61737769978605, 1.9759315907390187, 0.065982854, 56, 13.732884279232099, 91.66666666666666, 'High Risk'),
(102278, 72, 13, '16:46.0', 36.82760237192869, 99.58955932207647, 120, 85, 89, 'Male', 78.83869641144457, 1.9150537446044806, 0.051176581463892236, 35, 21.496982424323097, 96.66666666666667, 'Low Risk'),
(102279, 65, 12, '15:46.0', 36.92266695311417, 99.39415305519718, 134, 77, 69, 'Male', 62.16248334227815, 1.8537110800447154, 0.13507159052045273, 57, 18.090237318392045, 96, 'High Risk'),
(102280, 96, 12, '14:46.0', 36.83914616886463, 96.59594860621469, 115, 88, 68, 'Female', 89.37764649600972, 1.8621986246784836, 0.083196053, 27, 25.773708446236732, 97, 'High Risk'),
(102281, 98, 18, '13:46.0', 37.12466137324367, 95.29914843079307, 126, 73, 25, 'Male', 86.75177071216731, 1.7366293862517383, 0.13968920558912673, 53, 28.764978700585804, 90.66666666666666, 'High Risk'),
(102282, 81, 16, '12:46.0', 37.45818403779388, 99.61054355726117, 125, 71, 23, 'Female', 76.96477235843949, 1.8038679205302868, 0.14368639733852215, 54, 23.652797772184563, 89, 'Low Risk'),
(102283, 76, 15, '11:46.0', 36.13886583444321, 96.76049202474972, 114, 70, 21, 'Male', 88.37679068619599, 1.7232699077780353, 0.10937479605658688, 44, 29.75991030506362, 84.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(102284, 95, 13, '10:46.0', 37.389029354936014, 96.84114472946426, 122, 80, 47, 'Male', 52.58369283, 1.7613796117493281, 0.074184956, 42, 16.949041860866654, 94, 'High Risk'),
(102285, 68, 19, '09:46.0', 36.80496882414578, 99.59974483089586, 118, 88, 80, 'Male', 61.01083414371968, 1.8441087836963512, 0.13087944266337642, 30, 17.94047303454513, 98, 'High Risk'),
(102286, 77, 12, '08:46.0', 36.31637221856306, 96.18472779369776, 115, 89, 39, 'Female', 64.76167889180564, 1.6680854646623207, 0.063059425, 26, 23.274561253516143, 97.66666666666667, 'Low Risk'),
(102287, 91, 15, '07:46.0', 36.05950642498885, 97.46376723831253, 134, 77, 83, 'Male', 75.44528523675805, 1.5388833280498753, 0.14779761197661795, 57, 31.858161944581003, 96, 'High Risk'),
(102288, 72, 18, '06:46.0', 37.00767090024401, 97.01940811088565, 131, 73, 56, 'Male', 97.68386611183487, 1.6256444359907012, 0.13530834772981587, 58, 36.963383298947534, 92.33333333333333, 'High Risk'),
(102289, 99, 14, '05:46.0', 36.43234230203018, 99.30418608, 130, 85, 31, 'Male', 86.91134181384203, 1.8138953034306888, 0.085460684, 45, 26.415085597882133, 100, 'High Risk'),
(102290, 67, 14, '04:46.0', 36.687177688300444, 99.67272890938825, 110, 84, 30, 'Male', 80.70283192274611, 1.695369505968909, 0.075329519, 26, 28.077603701414535, 92.66666666666667, 'Low Risk'),
(102291, 99, 16, '03:46.0', 36.98015924296784, 99.57191760514327, 131, 72, 24, 'Male', 98.08259293048522, 1.500704779719116, 0.076605543, 59, 43.55132845280385, 91.66666666666666, 'High Risk'),
(102292, 74, 16, '02:46.0', 36.34447232843871, 97.48806410950769, 110, 85, 38, 'Male', 67.24263854616848, 1.8570779600517247, 0.1186993370467046, 25, 19.49774898181982, 93.33333333333333, 'Low Risk'),
(102293, 86, 15, '01:46.0', 37.100552751554766, 98.24333592067558, 121, 81, 72, 'Male', 80.93609737349348, 1.9498883945217593, 0.14713564127041434, 40, 21.287406362628754, 94.33333333333333, 'Low Risk'),
(102294, 78, 13, '00:46.0', 36.68693658, 96.59312303693386, 122, 75, 28, 'Female', 60.60909289388737, 1.7490747869767227, 0.074222269, 47, 19.81166725834512, 90.66666666666667, 'Low Risk'),
(102295, 83, 15, '59:46.0', 36.55850801623407, 95.69758515, 136, 84, 69, 'Male', 81.24133597509018, 1.8833006713133533, 0.082520059, 52, 22.905392290052287, 101.33333333333333, 'Low Risk'),
(102296, 63, 19, '58:46.0', 36.79757298048681, 98.89973554356365, 111, 70, 70, 'Female', 83.41809640658823, 1.5133708607827308, 0.1122462234068684, 41, 36.42248221381112, 83.66666666666667, 'High Risk'),
(102297, 61, 16, '57:46.0', 36.47008794996702, 97.06883452383641, 135, 78, 48, 'Female', 92.54745867430101, 1.5006440150889293, 0.1444124846221238, 57, 41.09690690873905, 97, 'High Risk'),
(102298, 76, 15, '56:46.0', 36.372028153236904, 99.83437067426755, 122, 78, 24, 'Female', 97.08077459317332, 1.9413656253694316, 0.1468389880805838, 44, 25.75838094308142, 92.66666666666667, 'Low Risk'),
(102299, 76, 12, '55:46.0', 36.40545130052268, 97.195508, 139, 86, 39, 'Female', 63.404971299796166, 1.5305682417933764, 0.072322966, 53, 27.06561592938241, 103.66666666666666, 'Low Risk'),
(102300, 63, 14, '54:46.0', 37.132284033693615, 96.28391398206665, 113, 89, 88, 'Male', 71.07057113992015, 1.5294469267444624, 0.052766241, 24, 30.382323472581056, 97, 'High Risk'),
(102301, 66, 12, '53:46.0', 36.84863354161232, 96.88961732614146, 110, 76, 39, 'Female', 87.20323001, 1.7832589921596325, 0.14763982156859612, 34, 27.42229043475599, 87.33333333333333, 'Low Risk'),
(102302, 94, 14, '52:46.0', 36.99888002181455, 98.71772842, 117, 81, 18, 'Female', 53.83747168563915, 1.6865721293373261, 0.14726628925052426, 36, 18.92669648678718, 93, 'High Risk'),
(102303, 70, 14, '51:46.0', 36.358793720136816, 98.85824870992897, 116, 84, 40, 'Female', 77.11097260726413, 1.724161683644074, 0.095586986, 32, 25.939416470714903, 94.66666666666667, 'Low Risk'),
(102304, 67, 19, '50:46.0', 36.56682456595925, 95.31364019682582, 124, 74, 55, 'Female', 79.30283401, 1.6171883029485241, 0.1453267851952349, 50, 30.322675960267436, 90.66666666666666, 'High Risk'),
(102305, 64, 12, '49:46.0', 37.31187849347639, 98.52986195628402, 115, 75, 49, 'Female', 76.59440127, 1.6020294227763083, 0.1153378963931147, 40, 29.843932536266212, 88.33333333333333, 'Low Risk'),
(102306, 69, 13, '48:46.0', 37.05644217512458, 97.02037871508682, 127, 85, 28, 'Female', 99.05362410109434, 1.7242942722671493, 0.085535514, 42, 33.315596895947714, 99, 'High Risk'),
(102307, 88, 16, '47:46.0', 36.23076027968462, 97.61142824252728, 110, 70, 24, 'Female', 90.89856311930322, 1.821153933699785, 0.081525957, 40, 27.407139206179334, 83.33333333333333, 'Low Risk'),
(102308, 62, 18, '46:46.0', 36.908508325099326, 96.43530370717887, 129, 72, 70, 'Male', 70.01839187146322, 1.9999682985302882, 0.079512854, 57, 17.50515290254225, 91, 'High Risk'),
(102309, 87, 16, '45:46.0', 36.06576275043223, 96.92850094570993, 126, 70, 72, 'Male', 77.96319971202435, 1.7954225829906405, 0.12923574876617505, 56, 24.18556781, 88.66666666666666, 'Low Risk'),
(102310, 93, 19, '44:46.0', 36.758907028848355, 95.29200714749335, 119, 84, 35, 'Female', 96.01089869834325, 1.990651541447159, 0.052782204, 35, 24.228696278821666, 95.66666666666667, 'High Risk'),
(102311, 81, 12, '43:46.0', 36.043620661912946, 98.92735718925846, 132, 74, 40, 'Male', 53.54518914373706, 1.5386268398672032, 0.12834965944513776, 58, 22.617981732686978, 93.33333333333333, 'Low Risk'),
(102312, 83, 16, '42:46.0', 36.495555197621556, 96.78877317918408, 134, 76, 61, 'Male', 93.19258012, 1.6157347372954054, 0.13886503723939847, 58, 35.69778022507423, 95.33333333333333, 'High Risk'),
(102313, 89, 15, '41:46.0', 36.55531872075588, 97.69364891591671, 128, 72, 83, 'Male', 75.97342733356633, 1.799470794502004, 0.074117093, 56, 23.46238267950737, 90.66666666666666, 'Low Risk'),
(102314, 89, 18, '40:46.0', 36.37991534468146, 96.90118183, 126, 72, 24, 'Male', 68.03934984254975, 1.7571722599901514, 0.054431096, 54, 22.035934758813944, 90, 'Low Risk'),
(102315, 92, 14, '39:46.0', 36.45998208857051, 99.50355055, 132, 85, 35, 'Male', 57.302810895936574, 1.5854623104634329, 0.12812425684210144, 47, 22.796285172219598, 100.66666666666667, 'High Risk'),
(102316, 70, 18, '38:46.0', 36.405014776650596, 97.75323187831364, 139, 81, 47, 'Male', 86.07489318352395, 1.832504606662484, 0.12053537496373114, 58, 25.632227102620888, 100.33333333333333, 'Low Risk'),
(102317, 71, 17, '37:46.0', 36.83443399982882, 97.53173909748857, 136, 72, 57, 'Female', 87.95428101567119, 1.5051335008647695, 0.11507590038170303, 64, 38.82459537593579, 93.33333333333333, 'High Risk'),
(102318, 97, 17, '36:46.0', 36.664929642146916, 96.96160762519834, 135, 70, 32, 'Female', 66.51457201584189, 1.910276823960727, 0.084899499, 65, 18.227377472990376, 91.66666666666666, 'High Risk'),
(102319, 67, 13, '35:46.0', 36.92109867885916, 97.99182338000442, 131, 72, 63, 'Male', 70.78193217, 1.6469018929635724, 0.072590525, 59, 26.096781907050328, 91.66666666666666, 'Low Risk'),
(102320, 65, 18, '34:46.0', 37.125436424393776, 96.49963570811941, 110, 82, 43, 'Male', 97.96100144904909, 1.9470908920591077, 0.067028839, 28, 25.839301277547555, 91.33333333333333, 'Low Risk'),
(102321, 70, 18, '33:46.0', 36.84589634951483, 98.68297277, 117, 86, 72, 'Male', 93.23176987, 1.7053073291213867, 0.092911097, 31, 32.059637805387226, 96.33333333333333, 'High Risk'),
(102322, 91, 13, '32:46.0', 37.42122681998686, 96.82959412284855, 110, 73, 65, 'Female', 88.14685661860068, 1.9725598198546566, 0.12109371234170503, 37, 22.654081816619037, 85.33333333333333, 'High Risk'),
(102323, 68, 12, '31:46.0', 37.49072619801117, 97.99522400702531, 114, 89, 65, 'Male', 54.23841506706864, 1.5605556861872132, 0.083983478, 25, 22.27144776050131, 97.33333333333333, 'Low Risk'),
(102324, 90, 15, '30:46.0', 36.94698383, 98.11618020302026, 133, 77, 33, 'Female', 90.64230261420934, 1.623012581334676, 0.060526746, 56, 34.41019681659839, 95.66666666666666, 'High Risk'),
(102325, 88, 12, '29:46.0', 36.988728230485606, 99.31285796, 121, 73, 34, 'Female', 61.86561984, 1.997955713951618, 0.10197408341154984, 48, 15.498071259854795, 89, 'High Risk'),
(102326, 80, 13, '28:46.0', 36.73342627468102, 99.04502800364678, 119, 88, 57, 'Male', 57.73420374563595, 1.8910032431497141, 0.094305516, 31, 16.145393460423804, 98.33333333333333, 'High Risk'),
(102327, 71, 18, '27:46.0', 37.45160108302692, 98.30645196003354, 138, 81, 52, 'Male', 95.88281261862105, 1.7688903741099382, 0.090762509, 57, 30.64353954153976, 100, 'High Risk'),
(102328, 73, 12, '26:46.0', 36.676108985759456, 97.018321, 137, 83, 24, 'Male', 80.11969961169068, 1.7712843969508354, 0.078549141, 54, 25.53657909773702, 101, 'Low Risk'),
(102329, 85, 14, '25:46.0', 36.44424783576624, 95.28503233092795, 131, 82, 65, 'Female', 66.87246908197224, 1.9944930489876571, 0.093033285, 49, 16.810564775765123, 98.33333333333333, 'High Risk'),
(102330, 93, 16, '24:46.0', 36.750579734475124, 95.29698170927499, 136, 73, 60, 'Female', 94.61146644392396, 1.5043653093965745, 0.13368097333611942, 63, 41.80585923, 94, 'High Risk'),
(102331, 83, 17, '23:46.0', 37.20191046, 98.05985915580814, 134, 70, 80, 'Female', 85.62784726467035, 1.5552661585689833, 0.1127164536535438, 64, 35.40018905467194, 91.33333333333333, 'High Risk'),
(102332, 82, 16, '22:46.0', 36.92577129675024, 96.57198347065605, 132, 73, 31, 'Female', 53.147936038313674, 1.6925866616870526, 0.13753431571749292, 59, 18.551736852956566, 92.66666666666666, 'Low Risk'),
(102333, 70, 13, '21:46.0', 36.28806126991254, 96.65972444137542, 117, 83, 35, 'Male', 60.26266616696913, 1.617309791779407, 0.12068720911162406, 34, 23.03890904122745, 94.33333333333333, 'Low Risk'),
(102334, 61, 14, '20:46.0', 36.143212920973134, 95.90262938209806, 111, 87, 68, 'Male', 80.74218110133027, 1.6479453101608401, 0.084483662, 24, 29.731367647990485, 95, 'Low Risk'),
(102335, 88, 19, '19:46.0', 36.53652054864769, 99.48342689998483, 117, 74, 27, 'Female', 58.05746266350561, 1.756226706, 0.12115570796198812, 43, 18.82334913075892, 88.33333333333333, 'Low Risk'),
(102336, 94, 19, '18:46.0', 37.14019804552439, 99.19087796995342, 135, 87, 58, 'Male', 97.40685583279318, 1.533937506466528, 0.11506884772404635, 48, 41.39750735686687, 103, 'High Risk'),
(102337, 78, 19, '17:46.0', 37.07286596049811, 99.33329761091936, 115, 86, 22, 'Male', 90.76973428541407, 1.5902677121340263, 0.14343778151958442, 29, 35.89224151155889, 95.66666666666667, 'High Risk'),
(102338, 86, 16, '16:46.0', 37.470397339759835, 97.45878820192982, 135, 70, 69, 'Male', 94.81563038, 1.7029581823166666, 0.1288637676533162, 65, 32.69429444608407, 91.66666666666666, 'High Risk'),
(102339, 90, 17, '15:46.0', 36.80121596283317, 97.63525000201642, 121, 85, 21, 'Female', 51.64783917330367, 1.8513533004111042, 0.12044399215547459, 36, 15.068622292811046, 97, 'High Risk'),
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(102516, 88, 17, '18:46.0', 36.19509036873819, 95.66526399051813, 118, 72, 81, 'Male', 69.14839822752803, 1.9047382270576267, 0.079213961, 46, 19.05950110800972, 87.33333333333333, 'Low Risk'),
(102517, 81, 19, '17:46.0', 36.74324445871194, 97.35433534, 116, 71, 20, 'Female', 96.02948996842471, 1.980296111858857, 0.079319817, 45, 24.487494570111295, 86, 'Low Risk'),
(102518, 64, 17, '16:46.0', 37.218305030278806, 97.38216988911105, 137, 71, 36, 'Male', 55.12636243292047, 1.7332939440559187, 0.078346708, 66, 18.34910546190203, 93, 'High Risk'),
(102519, 64, 19, '15:46.0', 36.88518424148099, 96.01634024261323, 130, 89, 25, 'Female', 98.46394503061319, 1.7214982730914572, 0.12136535140421248, 41, 33.22492806672139, 102.66666666666667, 'High Risk'),
(102520, 84, 16, '14:46.0', 36.83587150836156, 99.91292779451652, 110, 72, 44, 'Male', 98.40289988815388, 1.7089003700367849, 0.088309491, 38, 33.69569430011853, 84.66666666666667, 'High Risk'),
(102521, 77, 16, '13:46.0', 36.71793570330191, 97.39980342657803, 134, 76, 40, 'Female', 66.18483322390485, 1.9237594651848302, 0.056724597534949295, 58, 17.883682030273164, 95.33333333333333, 'High Risk'),
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(102523, 95, 14, '11:46.0', 36.90265813081161, 95.16805337818214, 121, 83, 27, 'Female', 95.75362898973796, 1.807404419871403, 0.1340908334463845, 38, 29.311939960295696, 95.66666666666667, 'High Risk'),
(102524, 97, 13, '10:46.0', 36.40357284620172, 97.79085709400317, 137, 75, 65, 'Male', 78.64218414, 1.5933592431419898, 0.058994877, 62, 30.97620134738663, 95.66666666666666, 'High Risk'),
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(102529, 89, 17, '05:46.0', 36.311381383591616, 99.84990232, 111, 80, 26, 'Male', 72.97999692, 1.5033231134090006, 0.066266663, 31, 32.29231433205736, 90.33333333333333, 'High Risk'),
(102530, 86, 12, '04:46.0', 36.06807987313678, 99.57095679476363, 134, 82, 69, 'Male', 90.85955402, 1.925567058067523, 0.083477217, 52, 24.50492094, 99.33333333333333, 'Low Risk'),
(102531, 86, 15, '03:46.0', 36.77754703565472, 96.08429579303238, 131, 70, 85, 'Male', 52.81244342273298, 1.8038517146453588, 0.10693283529577749, 61, 16.23060071524596, 90.33333333333333, 'High Risk'),
(102532, 87, 13, '02:46.0', 36.431715176406826, 97.60158667391282, 119, 87, 88, 'Male', 98.66447825, 1.5478711488345365, 0.12672769581281906, 32, 41.180461830998276, 97.66666666666667, 'High Risk'),
(102533, 98, 17, '01:46.0', 36.592386450847876, 97.30738098702622, 119, 85, 40, 'Female', 54.06270576035128, 1.6156017132773939, 0.13135505645804235, 34, 20.712340049849995, 96.33333333333333, 'High Risk'),
(102534, 87, 19, '00:46.0', 36.211065657298924, 96.64445643432688, 139, 74, 86, 'Female', 80.54774163410045, 1.9509072283582625, 0.051196188, 65, 21.16314135115299, 95.66666666666666, 'Low Risk'),
(102535, 63, 17, '59:46.0', 36.143225583096566, 96.64174489489739, 111, 84, 70, 'Female', 89.14852170928332, 1.934527130329349, 0.090610251, 27, 23.821247227168847, 93, 'Low Risk'),
(102536, 73, 12, '58:46.0', 37.12155749997722, 99.13829128010539, 136, 87, 46, 'Male', 83.52037549899597, 1.6429891081283947, 0.11483865572839873, 49, 30.940196635059486, 103.33333333333333, 'High Risk'),
(102537, 64, 13, '57:46.0', 36.627687899107734, 99.30639393953629, 129, 88, 32, 'Female', 78.46890159730376, 1.8046617418133446, 0.080899079, 41, 24.093836024620227, 101.66666666666667, 'Low Risk'),
(102538, 61, 15, '56:46.0', 37.29615992122272, 99.12503819043381, 125, 72, 37, 'Male', 62.98135546523627, 1.8478977512848496, 0.066043927, 53, 18.444043134213615, 89.66666666666666, 'High Risk'),
(102539, 69, 16, '55:46.0', 36.711124794515165, 99.76489896, 123, 72, 54, 'Female', 54.75563715932938, 1.6815376131380422, 0.1428617432069615, 51, 19.364918100687017, 89, 'Low Risk'),
(102540, 77, 16, '54:46.0', 36.937916883605716, 98.34520622905947, 138, 80, 55, 'Female', 86.36000865239387, 1.8076618949179972, 0.1316093044654125, 58, 26.42885028, 99.33333333333333, 'Low Risk'),
(102541, 61, 16, '53:46.0', 36.906298743341424, 99.63903979854143, 127, 75, 45, 'Female', 89.59362370226229, 1.854634346800316, 0.11367412327418387, 52, 26.047167664790752, 92.33333333333333, 'Low Risk'),
(102542, 63, 13, '52:46.0', 36.26507766849161, 95.44274857729202, 116, 83, 78, 'Male', 98.71688478, 1.6144262696233698, 0.071953508, 33, 37.875206593030406, 94, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(102544, 98, 14, '50:46.0', 36.91204799184698, 96.05623209040883, 137, 88, 33, 'Female', 72.86057205802099, 1.6440372206519265, 0.084800758, 49, 26.95685890140682, 104.33333333333333, 'High Risk'),
(102545, 73, 18, '49:46.0', 36.00916631, 97.19158426350428, 135, 88, 51, 'Female', 92.84931626578611, 1.9303145010314848, 0.11570146552938405, 47, 24.91853831, 103.66666666666667, 'Low Risk'),
(102546, 83, 14, '48:46.0', 36.55181135173193, 95.55168390566838, 116, 86, 49, 'Female', 66.74465987, 1.5735537435788796, 0.050051592608693976, 30, 26.955870620326227, 96, 'Low Risk'),
(102547, 99, 15, '47:46.0', 36.50640950314316, 99.14030453147042, 111, 71, 74, 'Female', 58.83697713134964, 1.938953307369436, 0.14507364161463737, 40, 15.650047148232666, 84.33333333333333, 'High Risk'),
(102548, 60, 12, '46:46.0', 36.524782967770506, 96.70778464336271, 125, 87, 80, 'Male', 83.29210580674192, 1.9098792611416258, 0.1024519055314328, 38, 22.83452681396163, 99.66666666666667, 'Low Risk'),
(102549, 61, 16, '45:46.0', 37.21058360930395, 95.59943402773487, 112, 89, 61, 'Female', 94.67262288499163, 1.8090551999906188, 0.073553704, 23, 28.92815739843038, 96.66666666666667, 'Low Risk'),
(102550, 75, 13, '44:46.0', 36.65683537445169, 95.64072397846606, 126, 87, 51, 'Female', 50.453639761745364, 1.794509425, 0.11546113385084751, 39, 15.667547311391527, 100, 'High Risk'),
(102551, 68, 13, '43:46.0', 36.786504038619924, 95.18109676, 116, 78, 66, 'Female', 59.212861190721405, 1.6743657880083735, 0.12254510652814515, 38, 21.121043146687317, 90.66666666666667, 'Low Risk'),
(102552, 84, 14, '42:46.0', 36.054105956110874, 99.74358160742231, 117, 71, 26, 'Female', 61.65033376372364, 1.8660727768690586, 0.096392659, 46, 17.70428033249926, 86.33333333333333, 'High Risk'),
(102553, 67, 17, '41:46.0', 36.89213931495664, 96.90279796427384, 111, 76, 40, 'Female', 53.88180909467002, 1.600415210406546, 0.06266153, 35, 21.036661959714557, 87.66666666666667, 'Low Risk'),
(102554, 92, 18, '40:46.0', 36.38114349776444, 95.81160805128202, 120, 85, 76, 'Female', 71.02431570537979, 1.9764509664374088, 0.082594631, 35, 18.181720164766354, 96.66666666666667, 'High Risk'),
(102555, 66, 19, '39:46.0', 36.752144401925555, 98.41363169471617, 113, 74, 28, 'Female', 64.47984000972366, 1.6991595344352122, 0.068003442, 39, 22.333440793334606, 87, 'Low Risk'),
(102556, 93, 16, '38:46.0', 37.050812179940294, 97.21923447392524, 129, 85, 87, 'Male', 91.82242392082067, 1.5030390777130405, 0.066091032, 44, 40.64510118199873, 99.66666666666667, 'High Risk'),
(102557, 99, 18, '37:46.0', 37.314250871412675, 96.46568684866637, 118, 82, 73, 'Female', 93.50434952679106, 1.7543173782527937, 0.066263886, 36, 30.381938641894934, 94, 'High Risk'),
(102558, 89, 18, '36:46.0', 36.90994775919589, 95.96546416, 135, 87, 21, 'Female', 67.60601949916912, 1.7313403057568333, 0.067145252, 48, 22.553839587363818, 103, 'Low Risk'),
(102559, 72, 19, '35:46.0', 36.954303070024444, 98.05467663895169, 118, 81, 66, 'Female', 97.22199620185197, 1.9020746050622594, 0.061254394, 37, 26.872584637712738, 93.33333333333333, 'Low Risk'),
(102560, 71, 15, '34:46.0', 36.077037784498245, 96.39478764418833, 138, 70, 52, 'Male', 66.01329699105784, 1.8959414064033866, 0.10999633363622452, 68, 18.364605393735758, 92.66666666666666, 'High Risk'),
(102561, 94, 14, '33:46.0', 36.13918662444123, 97.31956114959819, 138, 80, 40, 'Female', 62.91797312669847, 1.9304140233628204, 0.11687525865218808, 58, 16.883939836965588, 99.33333333333333, 'High Risk'),
(102562, 86, 17, '32:46.0', 36.68604900828327, 97.69531051305934, 133, 76, 42, 'Male', 62.333834983410135, 1.5024486080495492, 0.054654149501036066, 57, 27.613699573026103, 95, 'Low Risk'),
(102563, 71, 13, '31:46.0', 36.04773139205268, 97.97734707055272, 138, 77, 35, 'Male', 67.39931928719038, 1.7841757406013858, 0.090953946, 61, 21.172895320380828, 97.33333333333333, 'Low Risk'),
(102564, 74, 19, '30:46.0', 36.74841711603732, 96.98627434562638, 122, 77, 89, 'Female', 68.12782004878329, 1.9410896833767635, 0.089272662, 45, 18.081451460623356, 92, 'High Risk'),
(102565, 61, 14, '29:46.0', 36.96804629232103, 97.30482890779663, 133, 77, 23, 'Male', 94.29399749992412, 1.7429286720391493, 0.12744495115791055, 56, 31.04022202097299, 95.66666666666666, 'High Risk'),
(102566, 95, 16, '28:46.0', 37.47396103592234, 99.71687983957462, 139, 84, 77, 'Male', 76.11280228891582, 1.6886319049370737, 0.069900679, 55, 26.69240654137955, 102.33333333333333, 'High Risk'),
(102567, 88, 14, '27:46.0', 36.47470187742885, 99.18396984557668, 119, 86, 46, 'Female', 85.84519600825837, 1.7693008948658624, 0.11839529845018673, 33, 27.422850891860055, 97, 'Low Risk'),
(102568, 60, 13, '26:46.0', 37.22656230304394, 95.98335142061403, 139, 76, 53, 'Male', 67.75881439610126, 1.5854496537065672, 0.11830209265450654, 63, 26.956337637562534, 97, 'Low Risk'),
(102569, 73, 12, '25:46.0', 36.86795494891968, 95.67360754431947, 137, 74, 46, 'Female', 88.13971806097446, 1.575344148935729, 0.094300079, 63, 35.51573186006865, 95, 'High Risk'),
(102570, 76, 12, '24:46.0', 36.01430635759772, 98.20200566924669, 128, 77, 61, 'Female', 97.64952395080941, 1.6586567414206883, 0.088203302, 51, 35.49417563828091, 94, 'High Risk'),
(102571, 82, 19, '23:46.0', 37.40654014604871, 97.25169386462126, 136, 84, 27, 'Male', 91.42298137, 1.6682316868137468, 0.12149935713126633, 52, 32.85055019968992, 101.33333333333333, 'High Risk'),
(102572, 92, 17, '22:46.0', 37.05020524030431, 96.73202436041012, 129, 74, 40, 'Female', 98.38915025793602, 1.663275343826764, 0.142021108, 55, 35.56468041696305, 92.33333333333333, 'High Risk'),
(102573, 65, 13, '21:46.0', 36.426592847124596, 99.04682855356083, 135, 76, 24, 'Female', 83.91361117, 1.662749229420367, 0.11018412271105582, 59, 30.351412040504695, 95.66666666666666, 'High Risk'),
(102574, 66, 13, '20:46.0', 37.136809063632896, 96.29684064, 128, 72, 69, 'Male', 75.40424793769851, 1.9454135149830445, 0.05116743, 56, 19.92378999729863, 90.66666666666666, 'Low Risk'),
(102575, 91, 15, '19:46.0', 36.076846221161965, 96.44530312, 115, 78, 73, 'Female', 67.42020206257426, 1.7963250526418975, 0.1248963300654155, 37, 20.893932919113876, 90.33333333333333, 'High Risk'),
(102576, 63, 13, '18:46.0', 36.33233399818774, 98.77472781152636, 128, 75, 41, 'Female', 95.02110545534686, 1.597267890035705, 0.11622259197763543, 53, 37.244706512942884, 92.66666666666666, 'High Risk'),
(102577, 66, 12, '17:46.0', 37.052115929939845, 96.42494030604041, 111, 79, 60, 'Female', 58.31384497399856, 1.6426636735245128, 0.13344001214471715, 32, 21.610975538093548, 89.66666666666667, 'Low Risk'),
(102578, 84, 13, '16:46.0', 36.011174929864666, 98.48497162022774, 136, 72, 89, 'Female', 53.36663171351065, 1.8983700992633805, 0.1380843488793131, 64, 14.808396120139454, 93.33333333333333, 'High Risk'),
(102579, 95, 12, '15:46.0', 36.766583103342825, 96.68106125431656, 114, 84, 27, 'Male', 87.81664585, 1.9986547672720523, 0.12649264168165225, 30, 21.983724742080643, 94, 'High Risk'),
(102580, 70, 19, '14:46.0', 37.21165438335033, 98.43233210170405, 116, 73, 41, 'Male', 76.12392867044767, 1.5577530648716027, 0.08667957, 43, 31.370682322339228, 87.33333333333333, 'High Risk'),
(102581, 61, 15, '13:46.0', 36.63894604920585, 98.36430926359819, 116, 78, 33, 'Female', 69.64000174350019, 1.9100769983528363, 0.063004261, 38, 19.087850456430424, 90.66666666666667, 'Low Risk'),
(102582, 75, 12, '12:46.0', 37.38544215487656, 97.70776466526303, 110, 72, 51, 'Female', 97.63081518933791, 1.937720568, 0.11952818605494384, 38, 26.001872077241448, 84.66666666666667, 'Low Risk'),
(102583, 74, 16, '11:46.0', 36.461620539164265, 96.36212840070077, 132, 86, 26, 'Male', 72.28485202617694, 1.9901656174267597, 0.1391766171476687, 46, 18.25025169513118, 101.33333333333333, 'High Risk'),
(102584, 88, 17, '10:46.0', 37.26957001319569, 96.81118173611155, 137, 84, 34, 'Male', 77.37571469467997, 1.5023094635907666, 0.11539507661471114, 53, 34.28355642806609, 101.66666666666666, 'High Risk'),
(102585, 79, 19, '09:46.0', 36.091469146461115, 96.60644007926729, 111, 71, 21, 'Male', 55.065209716329235, 1.5765654293608458, 0.1407963276279833, 40, 22.154058550997327, 84.33333333333333, 'Low Risk'),
(102586, 70, 18, '08:46.0', 36.90225774249925, 98.34835585958109, 124, 85, 26, 'Female', 63.68734954978372, 1.7802257486745001, 0.075833038, 39, 20.09569445578888, 98, 'Low Risk'),
(102587, 74, 17, '07:46.0', 37.10438225992676, 96.99519788098013, 127, 85, 21, 'Female', 85.04058015475069, 1.9263145413466438, 0.058978342, 42, 22.91774106321945, 99, 'Low Risk'),
(102588, 70, 12, '06:46.0', 36.393144649826844, 99.71610867269749, 123, 89, 49, 'Male', 74.19647092349487, 1.9367825384574497, 0.11835130327416203, 34, 19.779783198546728, 100.33333333333333, 'Low Risk'),
(102589, 99, 19, '05:46.0', 36.580958642242194, 95.19551688658805, 115, 70, 34, 'Female', 66.75533858686475, 1.867376406809305, 0.065575467, 45, 19.14354079496287, 85, 'High Risk'),
(102590, 96, 18, '04:46.0', 36.020187695659466, 95.45866326, 113, 81, 20, 'Male', 93.23899875100506, 1.9454956637884866, 0.076261821, 32, 24.63412080513189, 91.66666666666667, 'High Risk'),
(102591, 89, 17, '03:46.0', 36.16200718633468, 96.45654647766874, 114, 79, 46, 'Female', 86.41113028, 1.5625444028306346, 0.085289041, 35, 35.39198740839619, 90.66666666666667, 'High Risk'),
(102592, 63, 16, '02:46.0', 37.41490681, 98.84598219, 116, 82, 42, 'Female', 59.11540825760636, 1.9458756416088823, 0.12500333871230118, 34, 15.612430927264478, 93.33333333333333, 'High Risk'),
(102593, 74, 19, '01:46.0', 37.14349484547984, 96.98685612918752, 139, 89, 43, 'Female', 66.96404608433741, 1.7701409628062044, 0.14035506400658498, 50, 21.37105599433011, 105.66666666666666, 'Low Risk'),
(102594, 62, 19, '00:46.0', 37.362659955343545, 97.17577853553176, 126, 83, 53, 'Female', 78.73585015240347, 1.6707758743422059, 0.11899735515532729, 43, 28.205651144215995, 97.33333333333333, 'Low Risk'),
(102595, 60, 12, '59:46.0', 37.42624908993624, 95.07466756320237, 127, 88, 65, 'Male', 80.01213019184223, 1.956438953659885, 0.059739088, 39, 20.903703199068342, 101, 'Low Risk'),
(102596, 64, 12, '58:46.0', 36.21982097244272, 99.7080306, 123, 89, 21, 'Female', 80.81184863, 1.6097445830437596, 0.1308252872480703, 34, 31.18610214812571, 100.33333333333333, 'High Risk'),
(102597, 78, 18, '57:46.0', 36.541287382668855, 95.01478240674481, 135, 75, 34, 'Male', 68.9529895, 1.9194272521355764, 0.10720455642745329, 60, 18.715859949111266, 95, 'Low Risk'),
(102598, 80, 15, '56:46.0', 37.49474487, 97.24011294906808, 120, 80, 51, 'Male', 64.75071085013417, 1.8130504717942308, 0.080870127, 40, 19.698118793616924, 93.33333333333333, 'Low Risk'),
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(102774, 61, 19, '00:46.0', 36.15768305682929, 97.29715915329211, 112, 89, 80, 'Female', 61.92310624162141, 1.7253378546529934, 0.077270358, 23, 20.801968367297594, 96.66666666666667, 'Low Risk'),
(102775, 84, 15, '59:46.0', 36.00948130246162, 95.41547365474067, 119, 72, 84, 'Male', 95.1739423, 1.5149361914289639, 0.059065300484601874, 47, 41.46955520832308, 87.66666666666667, 'High Risk'),
(102776, 81, 14, '58:46.0', 37.44974075054254, 96.74999148831732, 136, 70, 89, 'Female', 63.25913491912184, 1.9195219355659177, 0.08525873, 66, 17.16868725914888, 92, 'High Risk'),
(102777, 71, 13, '57:46.0', 37.080912648541485, 95.64569781167077, 128, 83, 34, 'Male', 83.92874683322074, 1.7403696002851297, 0.12234750899529229, 45, 27.709440783486606, 98, 'Low Risk'),
(102778, 96, 19, '56:46.0', 37.068113400225755, 95.81318405442836, 136, 84, 43, 'Male', 81.18584948476621, 1.9474138564258592, 0.087405084, 52, 21.40739525050312, 101.33333333333333, 'High Risk'),
(102779, 99, 16, '55:46.0', 36.688709000939205, 98.69908038, 129, 76, 70, 'Female', 87.33758823, 1.6192459355894586, 0.14988797884453287, 53, 33.310071411042834, 93.66666666666666, 'High Risk'),
(102780, 95, 15, '54:46.0', 36.11996013240776, 95.41714605288604, 135, 79, 24, 'Female', 95.57249113256813, 1.6931201642468316, 0.10473721348930748, 56, 33.33936641877772, 97.66666666666666, 'High Risk'),
(102781, 79, 18, '53:46.0', 36.261053591921055, 99.76147084, 120, 89, 80, 'Female', 50.720206781470125, 1.551755496883728, 0.073255311, 31, 21.06368883400866, 99.33333333333333, 'Low Risk'),
(102782, 72, 19, '52:46.0', 37.148427267064434, 97.64556905595906, 110, 79, 26, 'Male', 65.23321752002329, 1.7112822865773103, 0.10291813523046323, 31, 22.275398895924273, 89.33333333333333, 'Low Risk'),
(102783, 85, 16, '51:46.0', 36.33127762243272, 97.30523639987345, 117, 80, 68, 'Male', 71.29334893, 1.770235733745528, 0.090541892, 37, 22.75028331849629, 92.33333333333333, 'Low Risk'),
(102784, 64, 12, '50:46.0', 36.81613316526659, 97.78342403994475, 128, 84, 19, 'Female', 51.18432828670345, 1.8573815993904113, 0.07829323, 44, 14.836611702219068, 98.66666666666667, 'High Risk'),
(102785, 74, 13, '49:46.0', 36.076624807394026, 98.16736974639541, 130, 73, 48, 'Male', 87.38168061107862, 1.9515891741990292, 0.10580012512824263, 57, 22.942650672668385, 92, 'Low Risk'),
(102786, 98, 12, '48:46.0', 36.54832027199288, 99.21072115070798, 126, 76, 21, 'Female', 81.58443378559713, 1.8127693265933733, 0.088613278, 50, 24.82688404147012, 92.66666666666666, 'High Risk'),
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(102788, 87, 15, '46:46.0', 36.38144566212548, 95.29721460582499, 139, 89, 44, 'Male', 96.02783550225152, 1.8859974459126534, 0.068929799, 50, 26.99696473971446, 105.66666666666666, 'Low Risk'),
(102789, 90, 19, '45:46.0', 36.47926674541557, 97.44587401589774, 115, 77, 49, 'Male', 77.39156583, 1.7950231325689177, 0.094888467, 38, 24.018923236312794, 89.66666666666667, 'Low Risk'),
(102790, 71, 17, '44:46.0', 36.88383970295538, 96.87481435500091, 119, 82, 77, 'Male', 92.11429437833769, 1.5861609898717992, 0.12671992663398685, 37, 36.61276267, 94.33333333333333, 'High Risk'),
(102791, 75, 13, '43:46.0', 36.72031730992618, 95.91474123, 116, 74, 60, 'Male', 81.85599844455159, 1.8039090814881256, 0.072679279, 42, 25.15482036492282, 88, 'Low Risk'),
(102792, 98, 18, '42:46.0', 36.103421253521326, 96.32035747753265, 125, 81, 32, 'Male', 86.32544156377271, 1.9671597178542282, 0.081687949, 44, 22.307944904555097, 95.66666666666667, 'High Risk'),
(102793, 88, 19, '41:46.0', 37.155366094855324, 96.70050044072751, 136, 76, 48, 'Female', 61.84131252995472, 1.9246072157038308, 0.062867001, 60, 16.69530967859326, 96, 'High Risk'),
(102794, 76, 17, '40:46.0', 37.230694378610366, 96.18614805, 127, 87, 65, 'Female', 98.53265745, 1.970310212713926, 0.14492029086634145, 40, 25.381131494679554, 100.33333333333333, 'Low Risk'),
(102795, 91, 16, '39:46.0', 36.88413332523924, 95.18140444423007, 137, 81, 77, 'Female', 86.17941992960664, 1.5669026814033045, 0.14899942559809834, 56, 35.1010024, 99.66666666666666, 'High Risk'),
(102796, 96, 17, '38:46.0', 36.54870535161355, 97.13637488570394, 132, 75, 65, 'Male', 54.519104803277116, 1.7560446825387053, 0.13803661990286792, 57, 17.679809920320253, 94, 'High Risk'),
(102797, 88, 15, '37:46.0', 36.21077952469138, 99.41914520143267, 131, 70, 40, 'Female', 71.93053666420364, 1.5036439458759832, 0.08232235, 61, 31.814366547929104, 90.33333333333333, 'High Risk'),
(102798, 76, 18, '36:46.0', 37.48151611580115, 96.25386471364207, 111, 78, 56, 'Female', 72.35373748026842, 1.9711655334220006, 0.074011548, 33, 18.621504928568083, 89, 'Low Risk'),
(102799, 65, 16, '35:46.0', 37.48756962627391, 99.14936141696049, 129, 82, 19, 'Female', 71.55329922084684, 1.6238992712029603, 0.091137243, 47, 27.13385435025876, 97.66666666666667, 'Low Risk'),
(102800, 95, 19, '34:46.0', 36.517175255187574, 95.32432901898322, 125, 70, 83, 'Male', 51.321986653844505, 1.8309798959022634, 0.080019621, 55, 15.308629339603359, 88.33333333333333, 'High Risk'),
(102801, 93, 12, '33:46.0', 37.01926094740229, 96.15706560635196, 126, 86, 56, 'Female', 97.44642213051313, 1.8320175328399833, 0.13257776746740035, 40, 29.033984909511748, 99.33333333333333, 'High Risk'),
(102802, 88, 13, '32:46.0', 37.41904736986157, 98.59918557803093, 116, 78, 65, 'Female', 75.46481662711436, 1.7202774739137898, 0.11499557570847586, 38, 25.500430719627854, 90.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(102804, 76, 15, '30:46.0', 36.23506828052442, 96.92869813327188, 127, 89, 71, 'Female', 50.20562600934305, 1.829081185128458, 0.13246694257359837, 38, 15.006742198893555, 101.66666666666667, 'High Risk'),
(102805, 72, 18, '29:46.0', 36.19759110817813, 98.66880905256288, 130, 83, 41, 'Male', 77.17770085105619, 1.5187075748438044, 0.1280430262551738, 47, 33.461354613791116, 98.66666666666667, 'High Risk'),
(102806, 63, 12, '28:46.0', 37.34300871199914, 98.97485287446824, 123, 81, 62, 'Male', 92.32150472773984, 1.5728314370956367, 0.076622553, 42, 37.31973164437288, 95, 'High Risk'),
(102807, 82, 18, '27:46.0', 36.205363927953584, 99.33852103687693, 120, 85, 88, 'Female', 69.32661265237056, 1.9665588556264568, 0.06994769, 35, 17.926111094315317, 96.66666666666667, 'High Risk'),
(102808, 71, 16, '26:46.0', 36.85352591262831, 98.93723857861063, 132, 88, 43, 'Male', 81.08778381121928, 1.8989128692736674, 0.10366936593721951, 44, 22.487716389572725, 102.66666666666667, 'Low Risk'),
(102809, 60, 17, '25:46.0', 37.494231656848484, 98.93447542262236, 120, 87, 74, 'Male', 65.82586685, 1.648215953867997, 0.1269649356692456, 33, 24.230833858216556, 98, 'Low Risk'),
(102810, 69, 16, '24:46.0', 36.55205221362726, 96.88608166, 134, 85, 42, 'Female', 50.67154516470791, 1.7906315304023628, 0.080551248, 49, 15.803442212698009, 101.33333333333333, 'High Risk'),
(102811, 64, 14, '23:46.0', 36.683803735864984, 97.83348308083242, 134, 81, 68, 'Female', 99.02656932661918, 1.6078590837223738, 0.13694345904247707, 53, 38.30502644441809, 98.66666666666666, 'High Risk'),
(102812, 73, 18, '22:46.0', 36.59328087187502, 98.51389688185927, 128, 74, 58, 'Male', 65.5649602, 1.9682643594115141, 0.13894998490653396, 54, 16.92407514055798, 92, 'High Risk'),
(102813, 77, 13, '21:46.0', 36.03216687481144, 98.23597248831256, 118, 82, 25, 'Male', 88.41739586, 1.9769082582769326, 0.060180519159889395, 36, 22.62375496282381, 94, 'Low Risk'),
(102814, 70, 19, '20:46.0', 36.48565791845493, 95.32016071402327, 136, 82, 19, 'Male', 64.68698635794553, 1.7999286871724132, 0.1339915232341226, 54, 19.966701305970442, 100, 'Low Risk'),
(102815, 64, 13, '19:46.0', 36.64556360382681, 95.61933933963545, 118, 70, 51, 'Male', 72.33995051737845, 1.9868276409232242, 0.12172201207514766, 48, 18.32558387767693, 86, 'High Risk'),
(102816, 86, 16, '18:46.0', 37.235945691160275, 95.74104048262593, 132, 87, 34, 'Male', 59.94696750437478, 1.6319105954341266, 0.11927741398590924, 45, 22.50994813, 102, 'Low Risk'),
(102817, 89, 19, '17:46.0', 36.24731929828522, 96.32523621217712, 115, 84, 83, 'Female', 69.98196510307233, 1.6412637994770651, 0.094910197, 31, 25.979414085234534, 94.33333333333333, 'Low Risk'),
(102818, 63, 15, '16:46.0', 37.37962040236504, 95.55129449260575, 112, 76, 40, 'Female', 75.24392963027594, 1.5773740661878615, 0.05341762, 36, 30.24141277700035, 88, 'High Risk'),
(102819, 69, 16, '15:46.0', 37.30894466881236, 99.22409859275928, 132, 84, 50, 'Female', 92.61280604453474, 1.8435239333549245, 0.10194538877125087, 48, 27.250437716367063, 100, 'Low Risk'),
(102820, 76, 15, '14:46.0', 37.297270222530024, 98.90809612985566, 122, 81, 59, 'Male', 73.60605851344391, 1.7575770208603967, 0.10481568736260566, 41, 23.82784854135312, 94.66666666666667, 'Low Risk'),
(102821, 83, 19, '13:46.0', 36.08006838228596, 98.76388533971446, 124, 84, 22, 'Male', 85.10008043081268, 1.6007744873225103, 0.099387216, 40, 33.21006017364539, 97.33333333333333, 'High Risk'),
(102822, 87, 13, '12:46.0', 36.32837657657452, 97.42519245602588, 130, 85, 28, 'Female', 90.10474601662207, 1.806784793959084, 0.13638070146973857, 45, 27.601635292740614, 100, 'Low Risk'),
(102823, 84, 12, '11:46.0', 37.17525936739402, 98.34353377687597, 115, 79, 28, 'Male', 80.41071285087392, 1.7972208224728545, 0.14497434380438695, 36, 24.89493684665326, 91, 'Low Risk'),
(102824, 64, 19, '10:46.0', 37.40468663, 99.24117834246832, 128, 73, 66, 'Male', 68.28613314048889, 1.9885684918661708, 0.10960134267848368, 55, 17.26837267273771, 91.33333333333333, 'High Risk'),
(102825, 82, 16, '09:46.0', 37.13627733309049, 97.12105080902435, 117, 82, 82, 'Female', 91.90638565596429, 1.5250967706374374, 0.1425804309873353, 35, 39.51398987982533, 93.66666666666667, 'High Risk'),
(102826, 85, 15, '08:46.0', 36.47259250711521, 98.93866712728725, 130, 77, 40, 'Female', 70.17858558, 1.7244551668908858, 0.1257062126403214, 53, 23.599390964942558, 94.66666666666666, 'Low Risk'),
(102827, 96, 12, '07:46.0', 36.951385773530674, 98.30408803927196, 124, 82, 62, 'Male', 61.01409166095165, 1.6089109273703919, 0.061200261044650296, 42, 23.570356296810402, 96, 'High Risk'),
(102828, 75, 16, '06:46.0', 36.48924143491732, 99.14116996271345, 133, 88, 30, 'Female', 94.76631603339355, 1.7248549562499647, 0.089017606, 45, 31.852889587598558, 103, 'High Risk'),
(102829, 60, 18, '05:46.0', 37.136609725424194, 95.69169663575701, 137, 74, 51, 'Female', 74.07506576383005, 1.7470895010337624, 0.13310693273363372, 63, 24.26843316229838, 95, 'Low Risk'),
(102830, 62, 14, '04:46.0', 36.05967482152355, 97.08212267756781, 134, 72, 87, 'Male', 62.08571584766171, 1.7180029213481511, 0.10587161224883943, 62, 21.03506686806289, 92.66666666666666, 'Low Risk'),
(102831, 69, 18, '03:46.0', 37.11132914175147, 99.94085193763394, 114, 72, 34, 'Male', 94.14068500579262, 1.9026282984717513, 0.12123933124286286, 42, 26.00575401712412, 86, 'Low Risk'),
(102832, 67, 13, '02:46.0', 36.730514619495274, 99.76771568224365, 110, 74, 84, 'Female', 60.44381809614125, 1.6992347525838876, 0.11513577979900351, 36, 20.933658094021016, 86, 'Low Risk'),
(102833, 95, 12, '01:46.0', 37.1150032, 95.77844659344252, 129, 82, 38, 'Male', 87.18665494816062, 1.7129877252690537, 0.10763723119007915, 47, 29.71265865230284, 97.66666666666667, 'High Risk'),
(102834, 93, 14, '00:46.0', 36.25289711625022, 95.34976180413597, 111, 71, 71, 'Female', 78.37982720728627, 1.882336291949612, 0.086358582, 40, 22.121260521078394, 84.33333333333333, 'High Risk'),
(102835, 79, 18, '59:46.0', 37.16471303049015, 99.75808134487552, 112, 81, 71, 'Male', 69.56998840302498, 1.5196092718216958, 0.066076191, 31, 30.12715081583072, 91.33333333333333, 'High Risk'),
(102836, 73, 16, '58:46.0', 36.64300313753497, 97.73215188963115, 113, 86, 39, 'Male', 59.30531143244134, 1.928513940628162, 0.067261682, 27, 15.94586289676934, 95, 'High Risk'),
(102837, 84, 16, '57:46.0', 36.002620707934696, 97.39055745, 116, 76, 61, 'Male', 86.93711740003394, 1.712829274273777, 0.082714712, 40, 29.633099696779205, 89.33333333333333, 'Low Risk'),
(102838, 73, 19, '56:46.0', 36.19531654134622, 96.40996720645009, 130, 87, 83, 'Male', 78.18272421158551, 1.5993970691207258, 0.1273288207694539, 43, 30.563156643750713, 101.33333333333333, 'High Risk'),
(102839, 98, 17, '55:46.0', 36.29394955812033, 96.68206936, 128, 80, 23, 'Male', 59.00631324318746, 1.7416397405566435, 0.082901087, 48, 19.45278687985298, 96, 'High Risk'),
(102840, 62, 18, '54:46.0', 36.96826630167042, 97.28165589489883, 134, 80, 72, 'Female', 70.64006087283363, 1.9225003658575963, 0.1153915430573246, 54, 19.112530988497248, 98, 'Low Risk'),
(102841, 91, 19, '53:46.0', 36.83918735394064, 96.06784533168063, 121, 78, 80, 'Male', 97.56866006463675, 1.7666651762475114, 0.1051434534402646, 43, 31.26092638672129, 92.33333333333333, 'High Risk'),
(102842, 89, 15, '52:46.0', 37.28939346027507, 97.68649008, 128, 79, 71, 'Male', 62.35307623543073, 1.6906276052985645, 0.083975835, 49, 21.815339320895593, 95.33333333333333, 'Low Risk'),
(102843, 86, 16, '51:46.0', 36.63345203036759, 95.99063467, 122, 79, 79, 'Male', 84.56827612043773, 1.5067891668580886, 0.14274603992457918, 43, 37.24796062168185, 93.33333333333333, 'High Risk'),
(102844, 98, 17, '50:46.0', 36.18234027861094, 97.81521199008208, 111, 86, 37, 'Female', 55.1885972, 1.940196132421731, 0.14591889013757342, 25, 14.660814074484204, 94.33333333333333, 'High Risk'),
(102845, 85, 16, '49:46.0', 37.17591064780598, 99.97678742, 121, 73, 89, 'Female', 61.44155177528777, 1.9903768171143104, 0.053141997397902124, 48, 15.509277495913597, 89, 'High Risk'),
(102846, 91, 19, '48:46.0', 36.42822597683351, 97.22690238117626, 132, 70, 40, 'Male', 83.46188359389983, 1.8522345498497585, 0.077838871, 62, 24.32742935, 90.66666666666666, 'High Risk'),
(102847, 86, 13, '47:46.0', 36.522611499728164, 98.39227752721013, 137, 70, 34, 'Male', 58.56671328310081, 1.9905515698709577, 0.066993628, 67, 14.781005735140562, 92.33333333333333, 'High Risk'),
(102848, 90, 16, '46:46.0', 36.69641069408709, 97.53325178812216, 132, 85, 34, 'Male', 57.86982515, 1.9671168103352288, 0.058055239, 47, 14.955187787684725, 100.66666666666667, 'High Risk'),
(102849, 73, 15, '45:46.0', 37.39245261267445, 99.60323052592182, 135, 70, 82, 'Female', 75.54779802658393, 1.6246642745410935, 0.066878966, 65, 28.62164226122127, 91.66666666666666, 'Low Risk'),
(102850, 82, 13, '44:46.0', 37.13568866470084, 97.66810103225265, 114, 78, 52, 'Female', 77.52487459818934, 1.6642395397614966, 0.09373653, 36, 27.990419053948507, 90, 'Low Risk'),
(102851, 70, 16, '43:46.0', 37.21186629948858, 99.88697695795948, 122, 89, 75, 'Male', 91.27003868066689, 1.5459630005406184, 0.058027905, 33, 38.18827515316582, 100, 'High Risk'),
(102852, 85, 17, '42:46.0', 36.57839956267552, 96.90823278403028, 115, 73, 54, 'Male', 76.79062974234337, 1.9087056937698785, 0.092481432, 42, 21.078043239728853, 87, 'Low Risk'),
(102853, 93, 14, '41:46.0', 36.45810486755477, 98.29059636021785, 134, 86, 23, 'Female', 68.54006837801033, 1.9957555538336065, 0.12594446917655439, 48, 17.20797792863189, 102, 'High Risk'),
(102854, 89, 16, '40:46.0', 36.58695212291028, 96.36169943239501, 134, 70, 67, 'Male', 90.55562219450931, 1.6209342219153644, 0.12842263026428594, 64, 34.46550419256472, 91.33333333333333, 'High Risk'),
(102855, 91, 17, '39:46.0', 36.78828403393574, 96.64157773281647, 131, 76, 31, 'Female', 73.31133040831212, 1.9743650999919569, 0.059198873, 55, 18.806854720089156, 94.33333333333333, 'High Risk'),
(102856, 89, 18, '38:46.0', 36.50860889914947, 95.26253899060491, 111, 85, 57, 'Male', 94.78070649576364, 1.647769424018579, 0.12333049907213238, 26, 34.90816836494053, 93.66666666666667, 'High Risk'),
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(103032, 99, 18, '42:46.0', 37.37710839376913, 96.38565871969112, 133, 73, 24, 'Male', 59.65662520286001, 1.8134607337147883, 0.11249988106986389, 60, 18.14021243956687, 93, 'High Risk'),
(103033, 82, 13, '41:46.0', 37.32688302174545, 99.03804290041818, 116, 81, 50, 'Male', 79.74632289253387, 1.6359573659596103, 0.14024240647932928, 35, 29.79659951731662, 92.66666666666667, 'Low Risk'),
(103034, 94, 16, '40:46.0', 36.49801349207901, 99.07597441917598, 131, 70, 84, 'Male', 60.050750827013914, 1.711022134338326, 0.1496843334625133, 61, 20.51196120028207, 90.33333333333333, 'High Risk'),
(103035, 84, 19, '39:46.0', 36.58381795232951, 96.21889789, 127, 81, 66, 'Male', 75.42857666202887, 1.546445264320551, 0.076967108, 46, 31.540371669217038, 96.33333333333333, 'High Risk'),
(103036, 62, 18, '38:46.0', 36.12821216597756, 98.13486677908111, 116, 71, 46, 'Male', 51.944510760767706, 1.9855471373815674, 0.10483160200733103, 45, 13.175868648533505, 86, 'High Risk'),
(103037, 68, 19, '37:46.0', 37.42232415556625, 99.19000877712321, 117, 86, 66, 'Male', 63.551674170158236, 1.9663756145901266, 0.12008115699376293, 31, 16.435920663417033, 96.33333333333333, 'High Risk'),
(103038, 71, 17, '36:46.0', 37.02440203195695, 95.36134524, 120, 77, 83, 'Male', 70.37052115, 1.7065740743272881, 0.072011319, 43, 24.162422828399905, 91.33333333333333, 'Low Risk'),
(103039, 86, 13, '35:46.0', 37.03148323233831, 95.27654354463469, 139, 76, 44, 'Female', 83.99827750679387, 1.6961445748535873, 0.094852084, 63, 29.19743129555021, 97, 'Low Risk'),
(103040, 75, 15, '34:46.0', 37.303796793199645, 96.39039706878833, 117, 71, 40, 'Female', 94.71284779338592, 1.642285931248502, 0.091494864, 46, 35.11651019070507, 86.33333333333333, 'High Risk'),
(103041, 68, 16, '33:46.0', 37.449647024401344, 97.57241995961614, 124, 75, 29, 'Male', 59.95551488957131, 1.8081127014932783, 0.066935172, 49, 18.339105250861557, 91.33333333333333, 'High Risk'),
(103042, 91, 14, '32:46.0', 37.05563821124425, 95.54363038375833, 117, 89, 60, 'Male', 51.345834733475336, 1.5967417645360673, 0.11581042043893149, 28, 20.13890479573215, 98.33333333333333, 'High Risk'),
(103043, 69, 15, '31:46.0', 36.32728493460069, 98.24229388, 114, 88, 24, 'Male', 96.07172593411744, 1.717338118604683, 0.09574551, 26, 32.57496616959968, 96.66666666666667, 'High Risk'),
(103044, 60, 14, '30:46.0', 36.641573959056316, 97.48420439, 128, 85, 39, 'Male', 81.02161721437179, 1.8374734269149826, 0.092355189, 43, 23.99710066298668, 99.33333333333333, 'Low Risk'),
(103045, 76, 12, '29:46.0', 37.49240454581737, 98.25823623370336, 136, 86, 83, 'Female', 85.02787460834409, 1.9173858469756868, 0.068282663, 50, 23.128224204922425, 102.66666666666666, 'Low Risk'),
(103046, 69, 14, '28:46.0', 37.21529081218517, 95.46311953671542, 133, 75, 66, 'Male', 54.19119415253685, 1.7785396538506932, 0.10111040062723264, 58, 17.13174557799239, 94.33333333333333, 'High Risk'),
(103047, 95, 16, '27:46.0', 36.97510122356443, 97.35466055724127, 114, 84, 43, 'Female', 92.22846232, 1.6025157918308728, 0.068323246, 30, 35.91371501501404, 94, 'High Risk'),
(103048, 73, 18, '26:46.0', 37.38966176930345, 97.78912368, 127, 89, 86, 'Male', 86.12558544807273, 1.5986533485730732, 0.13813917352834434, 38, 33.699509809582125, 101.66666666666667, 'High Risk'),
(103049, 69, 13, '25:46.0', 36.96636158836982, 98.22942982707251, 118, 79, 40, 'Female', 52.598861585259215, 1.7817189819137573, 0.076142506, 39, 16.569062301403555, 92, 'High Risk'),
(103050, 81, 19, '24:46.0', 36.172078604714834, 99.869434, 120, 72, 43, 'Male', 91.54491391, 1.9877328155460523, 0.13688464088321278, 48, 23.169582356459628, 88, 'Low Risk'),
(103051, 95, 17, '23:46.0', 36.09270396159208, 97.25940499133381, 126, 85, 72, 'Male', 55.76419501770864, 1.9803283939432235, 0.14205177935291852, 41, 14.219391393402073, 98.66666666666667, 'High Risk'),
(103052, 80, 13, '22:46.0', 36.37660826438127, 99.21037584452367, 113, 71, 31, 'Female', 53.351812816717874, 1.6761014489919215, 0.12513402292266185, 42, 18.991032528337126, 85, 'Low Risk'),
(103053, 87, 18, '21:46.0', 37.26000872985576, 99.24759335384883, 129, 82, 57, 'Male', 68.21363134641739, 1.7924455143276816, 0.1078694956243757, 47, 21.23142987076176, 97.66666666666667, 'Low Risk'),
(103054, 94, 13, '20:46.0', 36.938828492811226, 97.10645559115517, 134, 71, 48, 'Male', 92.08411590894409, 1.9174188077016483, 0.1487712699592145, 63, 25.04671400645361, 92, 'High Risk'),
(103055, 78, 14, '19:46.0', 36.734336650631576, 99.54517698, 113, 71, 51, 'Male', 66.75801380794783, 1.5146166500116265, 0.14908355172590798, 42, 29.100332662973663, 85, 'Low Risk'),
(103056, 86, 13, '18:46.0', 36.25381889724636, 95.13849206319748, 136, 72, 61, 'Female', 67.48925790610963, 1.943368434290887, 0.079600669, 64, 17.86999225092682, 93.33333333333333, 'High Risk'),
(103057, 70, 16, '17:46.0', 36.33759587743985, 96.43611710487848, 119, 88, 31, 'Female', 93.94790765898179, 1.8473228148326095, 0.065496037, 31, 27.529702895579984, 98.33333333333333, 'Low Risk'),
(103058, 84, 16, '16:46.0', 36.026545706582304, 99.17476286157618, 139, 83, 78, 'Female', 94.03255025196862, 1.5411797600323676, 0.074021818, 56, 39.58873465754715, 101.66666666666666, 'High Risk'),
(103059, 73, 12, '15:46.0', 36.108524206758375, 99.41092189570102, 123, 75, 44, 'Male', 92.78435338124058, 1.9522326294235488, 0.13872307672037154, 48, 24.345102700496387, 91, 'Low Risk'),
(103060, 86, 16, '14:46.0', 36.753346978888246, 95.28695485388343, 121, 89, 75, 'Male', 71.60164566586374, 1.977666459549371, 0.11127796673224938, 32, 18.306988461708233, 99.66666666666667, 'High Risk'),
(103061, 98, 14, '13:46.0', 36.74780045023513, 97.74828694132599, 120, 75, 67, 'Female', 60.49229417851865, 1.9588084925776026, 0.14079808019777107, 45, 15.765803122660914, 90, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(103062, 65, 17, '12:46.0', 37.24406590698393, 97.07156509025663, 138, 80, 26, 'Female', 81.02177358901172, 1.9164205625855555, 0.059029770356798864, 58, 22.060741293087737, 99.33333333333333, 'Low Risk'),
(103063, 89, 17, '11:46.0', 37.44768098557383, 99.24958960518781, 138, 76, 89, 'Male', 86.98609150428524, 1.7344438890542406, 0.11838404251787993, 62, 28.91540691034376, 96.66666666666666, 'Low Risk'),
(103064, 60, 19, '10:46.0', 36.540933522834436, 96.50853718454088, 136, 77, 76, 'Male', 53.35591540574293, 1.782869065105041, 0.13244723602883932, 59, 16.785863078912875, 96.66666666666666, 'High Risk'),
(103065, 98, 14, '09:46.0', 37.169295881515744, 96.72260324470007, 123, 84, 44, 'Female', 58.08527635714412, 1.872312521697281, 0.11541337520405939, 39, 16.56949897, 97, 'High Risk'),
(103066, 64, 12, '08:46.0', 36.172464887925145, 97.44020559183046, 115, 86, 31, 'Female', 77.94955698056197, 1.7079865967461154, 0.05736743, 29, 26.720509486990835, 95.66666666666667, 'Low Risk'),
(103067, 69, 14, '07:46.0', 37.33422628, 96.51992823034568, 118, 87, 52, 'Female', 54.22924049641543, 1.6267860845194013, 0.114390199, 31, 20.491446871317716, 97.33333333333333, 'Low Risk'),
(103068, 62, 14, '06:46.0', 37.231321340655974, 98.45596726679926, 134, 77, 41, 'Female', 63.820011238863074, 1.7852642445252003, 0.089772372, 57, 20.024047296249734, 96, 'Low Risk'),
(103069, 81, 18, '05:46.0', 36.23903961208238, 95.36069553170104, 116, 80, 60, 'Male', 57.70497435540793, 1.543363808512308, 0.091483022, 36, 24.225716381251797, 92, 'Low Risk'),
(103070, 81, 15, '04:46.0', 36.81887683418609, 96.82761546588229, 121, 87, 22, 'Female', 50.779674727636746, 1.993530489319288, 0.079911275, 34, 12.777448824902537, 98.33333333333333, 'High Risk'),
(103071, 61, 17, '03:46.0', 36.26088160744101, 95.22081943402097, 132, 89, 30, 'Female', 87.23633764601695, 1.5318655175638993, 0.062293457123490416, 43, 37.175442292122256, 103.33333333333333, 'High Risk'),
(103072, 99, 18, '02:46.0', 36.91119139940956, 96.16297651143816, 117, 74, 55, 'Female', 55.20704948107109, 1.819956340448806, 0.088266554, 43, 16.667581896566904, 88.33333333333333, 'High Risk'),
(103073, 98, 15, '01:46.0', 37.09216088308606, 96.32520329422942, 135, 83, 41, 'Female', 84.42535751063414, 1.5255904433411018, 0.10202345859424738, 52, 36.274128683916125, 100.33333333333333, 'High Risk'),
(103074, 76, 14, '00:46.0', 36.88067824305448, 96.15112899660643, 126, 80, 68, 'Female', 64.02789692275216, 1.5872383748231997, 0.086418557, 46, 25.41469647103292, 95.33333333333333, 'Low Risk'),
(103075, 88, 13, '59:46.0', 36.54806485711046, 99.22365618946245, 132, 86, 46, 'Male', 65.41285828, 1.678032964518976, 0.10169594848618319, 46, 23.230692175395106, 101.33333333333333, 'Low Risk'),
(103076, 73, 12, '58:46.0', 36.01171551736701, 96.36100402234347, 134, 81, 22, 'Female', 92.64867782322602, 1.5205949690544907, 0.10454106816576408, 53, 40.06933431299629, 98.66666666666666, 'High Risk'),
(103077, 85, 17, '57:46.0', 36.771799246269254, 98.09596437, 138, 87, 84, 'Male', 66.94832020334245, 1.5900399601831656, 0.10962807694109397, 51, 26.480343030062297, 104, 'Low Risk'),
(103078, 72, 14, '56:46.0', 36.90079617754066, 98.98255397560709, 118, 80, 51, 'Female', 59.12928201440844, 1.5246952422765578, 0.1108465728429866, 38, 25.435279559526936, 92.66666666666667, 'Low Risk'),
(103079, 88, 13, '55:46.0', 36.00920020391315, 99.54735447197753, 125, 76, 37, 'Female', 86.41044767306697, 1.7297668641789372, 0.11063248976559967, 49, 28.879595652216786, 92.33333333333333, 'Low Risk'),
(103080, 98, 15, '54:46.0', 36.132085666910115, 98.87119125072104, 122, 85, 80, 'Male', 88.77648877962085, 1.8125652984775376, 0.10640080272066069, 37, 27.021573926420036, 97.33333333333333, 'High Risk'),
(103081, 70, 16, '53:46.0', 36.736779213865304, 98.70839246806388, 127, 70, 82, 'Female', 74.07618944775004, 1.7964645281784164, 0.071498741, 57, 22.953099591557955, 89, 'Low Risk'),
(103082, 74, 19, '52:46.0', 36.63480205, 96.40821623257216, 137, 85, 79, 'Male', 51.76274228838343, 1.5386071319577983, 0.065656351, 52, 21.865619881354707, 102.33333333333333, 'Low Risk'),
(103083, 75, 13, '51:46.0', 36.774677926903564, 95.10835552472919, 128, 72, 74, 'Male', 65.10913745419327, 1.6637790525581138, 0.1484999431103643, 56, 23.520721399509164, 90.66666666666666, 'Low Risk'),
(103084, 77, 19, '50:46.0', 36.85313779542959, 98.79361792800724, 122, 75, 67, 'Male', 93.04415266565103, 1.5095177349759854, 0.067116029, 47, 40.833127575210476, 90.66666666666667, 'High Risk'),
(103085, 79, 14, '49:46.0', 37.10750191152243, 99.08309269164658, 119, 85, 30, 'Male', 62.34523562271678, 1.5334041388533206, 0.058219487, 34, 26.514900904108224, 96.33333333333333, 'Low Risk'),
(103086, 95, 19, '48:46.0', 36.23823447662791, 99.35443942846844, 128, 73, 27, 'Female', 56.93316523085924, 1.7618255172238935, 0.1407048347586757, 55, 18.341697974467657, 91.33333333333333, 'High Risk'),
(103087, 88, 19, '47:46.0', 36.64006060860496, 97.15639426641657, 132, 78, 39, 'Male', 84.58986588867748, 1.6381113055302556, 0.071150661, 54, 31.523288825409956, 96, 'High Risk'),
(103088, 94, 14, '46:46.0', 37.133956560671145, 99.18715113419506, 132, 89, 52, 'Female', 60.64497026920112, 1.8670981576982904, 0.067352845, 43, 17.396444129748197, 103.33333333333333, 'High Risk'),
(103089, 85, 14, '45:46.0', 36.28987760869991, 95.36687479980576, 135, 74, 59, 'Female', 96.07677439189327, 1.5047194523320502, 0.12868392748280666, 61, 42.43335231707357, 94.33333333333333, 'High Risk'),
(103090, 61, 13, '44:46.0', 36.931889225848195, 98.06919934124656, 132, 78, 51, 'Male', 89.34938457514369, 1.788688160028546, 0.14278910121445976, 54, 27.92687242, 96, 'Low Risk'),
(103091, 96, 16, '43:46.0', 36.03557189513271, 99.32344549527663, 122, 75, 49, 'Female', 82.40251141456368, 1.6481218116809133, 0.07234418, 47, 30.336245767771114, 90.66666666666667, 'High Risk'),
(103092, 77, 14, '42:46.0', 36.99892368195722, 95.23012585863806, 131, 78, 29, 'Male', 95.95507763164144, 1.7518237315452714, 0.096818639, 53, 31.267067447237867, 95.66666666666666, 'High Risk'),
(103093, 92, 19, '41:46.0', 36.31807353844264, 99.04952182882886, 116, 71, 55, 'Female', 80.32696542025253, 1.8796473771315712, 0.076290725, 45, 22.73571384447802, 86, 'High Risk'),
(103094, 86, 14, '40:46.0', 36.90135789, 95.94301476, 119, 87, 80, 'Female', 61.32450550289333, 1.7517643107038658, 0.11412885859892632, 32, 19.984013148651954, 97.66666666666667, 'Low Risk'),
(103095, 95, 16, '39:46.0', 37.48210039559701, 99.50336380910477, 134, 88, 24, 'Male', 97.89033373502447, 1.5521397464849858, 0.068579035, 46, 40.632932676145565, 103.33333333333333, 'High Risk'),
(103096, 71, 17, '38:46.0', 36.44576427, 99.08860469318167, 135, 82, 61, 'Female', 88.49502941635376, 1.9079188157250253, 0.13157681159107665, 53, 24.310791349584218, 99.66666666666666, 'Low Risk'),
(103097, 94, 16, '37:46.0', 36.51508375756602, 97.63691412, 113, 77, 29, 'Female', 89.86809915, 1.969599307967813, 0.050389729352238316, 36, 23.16593267273578, 89, 'High Risk'),
(103098, 60, 15, '36:46.0', 37.48895412429699, 95.39692762892204, 119, 81, 53, 'Male', 88.94118445089074, 1.717813742820606, 0.142973072, 38, 30.14052154963008, 93.66666666666667, 'High Risk'),
(103099, 97, 15, '35:46.0', 36.564364263093545, 98.84084535659142, 112, 71, 81, 'Female', 88.72262391361996, 1.5900495645845738, 0.1292620263030962, 41, 35.09239853080091, 84.66666666666667, 'High Risk'),
(103100, 70, 12, '34:46.0', 37.030515203784056, 96.30028066629953, 110, 81, 22, 'Female', 69.23228022798999, 1.7236183603921384, 0.12952963535924647, 29, 23.30378218727615, 90.66666666666667, 'Low Risk'),
(103101, 98, 16, '33:46.0', 36.06921749558567, 99.93848428286837, 120, 72, 53, 'Female', 87.37627460048337, 1.6670832016217707, 0.10455626473950136, 48, 31.43974199060999, 88, 'High Risk'),
(103102, 99, 14, '32:46.0', 36.817261067604804, 99.2563318, 111, 70, 44, 'Male', 67.69544288998101, 1.6713066916643207, 0.10955092229532801, 41, 24.235229116734633, 83.66666666666667, 'High Risk'),
(103103, 63, 14, '31:46.0', 37.46516787093474, 96.04126558496856, 115, 73, 40, 'Female', 54.877179804916146, 1.932194612020011, 0.11573892124285175, 42, 14.699076527454444, 87, 'High Risk'),
(103104, 89, 14, '30:46.0', 37.251809463260486, 97.2459206, 111, 89, 42, 'Male', 50.13048116222058, 1.7372728920870273, 0.064654955, 22, 16.60985292319174, 96.33333333333333, 'High Risk'),
(103105, 74, 19, '29:46.0', 37.31425697038136, 97.77940625135477, 128, 82, 22, 'Female', 65.11202458258911, 1.9157119926753972, 0.089261387, 46, 17.741925996854068, 97.33333333333333, 'High Risk'),
(103106, 67, 17, '28:46.0', 36.22680656268807, 96.36747781663152, 114, 79, 42, 'Female', 64.58348893704945, 1.8908695975766068, 0.1251493825481291, 35, 18.06335198215933, 90.66666666666667, 'High Risk'),
(103107, 89, 16, '27:46.0', 37.07293631759399, 99.15843084289344, 110, 88, 19, 'Female', 81.09967607148006, 1.653755360469519, 0.1495823520374856, 22, 29.65354296546995, 95.33333333333333, 'Low Risk'),
(103108, 74, 15, '26:46.0', 36.86772666399737, 96.50520414604348, 114, 74, 56, 'Female', 89.07216579, 1.7588925584949546, 0.092420553, 40, 28.79144017919814, 87.33333333333333, 'Low Risk'),
(103109, 63, 16, '25:46.0', 37.31573932505669, 97.04359623012196, 125, 82, 75, 'Male', 97.13699569225159, 1.6981379877176221, 0.1274480561605788, 43, 33.6851676, 96.33333333333333, 'High Risk'),
(103110, 90, 19, '24:46.0', 36.38555762208105, 95.90506986, 133, 83, 58, 'Male', 57.89767643809653, 1.5327001991632736, 0.14475894497409353, 50, 24.64601492867775, 99.66666666666666, 'Low Risk'),
(103111, 95, 14, '23:46.0', 36.86436852716374, 95.69933509328715, 112, 79, 34, 'Male', 51.942567132497764, 1.540073448191047, 0.072939993, 33, 21.89981988013176, 90, 'High Risk'),
(103112, 87, 15, '22:46.0', 36.72760170441148, 95.87474136398565, 125, 82, 53, 'Female', 81.75609647370437, 1.8968043177842817, 0.10680764226030068, 43, 22.72349286658591, 96.33333333333333, 'Low Risk'),
(103113, 98, 19, '21:46.0', 36.70571086612611, 98.26126888952842, 125, 71, 41, 'Female', 60.445452533429936, 1.8481928987011333, 0.064057866, 54, 17.695752640163782, 89, 'High Risk'),
(103114, 88, 14, '20:46.0', 36.76390500468443, 98.94592454475179, 115, 77, 22, 'Female', 64.02481752, 1.603518477349726, 0.13692797753770686, 38, 24.900061056094604, 89.66666666666667, 'Low Risk'),
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(103291, 80, 12, '23:46.0', 37.037823428502655, 97.76914928882523, 133, 84, 79, 'Female', 95.84944597782994, 1.6163500622472053, 0.14600616447785036, 49, 36.687554046462004, 100.33333333333333, 'High Risk'),
(103292, 83, 13, '22:46.0', 37.42338748826279, 97.24425447580207, 113, 83, 83, 'Female', 51.83780643860127, 1.8434048578951803, 0.060245928244196105, 30, 15.254752309326193, 93, 'High Risk'),
(103293, 86, 15, '21:46.0', 36.58755053603788, 96.96159508990445, 127, 80, 28, 'Female', 93.93924588105813, 1.595704884, 0.084109417, 47, 36.892825789989004, 95.66666666666667, 'High Risk'),
(103294, 71, 17, '20:46.0', 36.318174267898335, 97.77316137559869, 111, 85, 39, 'Female', 72.10723783897859, 1.5060101949113902, 0.13159305853564252, 26, 31.792379655679127, 93.66666666666667, 'High Risk'),
(103295, 62, 12, '19:46.0', 37.27248103435725, 97.07405467880291, 138, 74, 74, 'Female', 98.74720712509216, 1.6249954141672105, 0.13042059988803112, 64, 37.39560311166874, 95.33333333333333, 'High Risk'),
(103296, 93, 16, '18:46.0', 36.72187547845516, 96.43173503360512, 112, 74, 53, 'Female', 99.03417225145239, 1.9575124059074172, 0.054645414, 38, 25.84496984414024, 86.66666666666667, 'High Risk'),
(103297, 95, 13, '17:46.0', 36.79430738441498, 98.72396813333987, 110, 84, 67, 'Male', 94.70783567, 1.6256911975417305, 0.063819903, 26, 35.835197593656645, 92.66666666666667, 'High Risk'),
(103298, 96, 19, '16:46.0', 36.9387774, 97.1092911, 136, 75, 60, 'Female', 79.88810506429742, 1.954351751, 0.07855013, 61, 20.915904748046003, 95.33333333333333, 'High Risk'),
(103299, 69, 16, '15:46.0', 36.16591024742812, 95.75126069, 127, 76, 59, 'Male', 74.46941048817044, 1.980385398406197, 0.080643927, 51, 18.987967721447742, 93, 'Low Risk'),
(103300, 74, 15, '14:46.0', 37.37757114527146, 95.07111867888774, 117, 70, 80, 'Female', 66.80277661449469, 1.6488314305433132, 0.082471664, 47, 24.572084436458756, 85.66666666666667, 'Low Risk'),
(103301, 98, 17, '13:46.0', 36.70798452817783, 97.86154308764571, 126, 70, 33, 'Male', 70.32074122294549, 1.835453257493808, 0.069117816, 56, 20.873572358922793, 88.66666666666666, 'High Risk'),
(103302, 86, 13, '12:46.0', 37.30488852163516, 97.12894570075821, 135, 71, 81, 'Female', 71.13988167, 1.890414692266274, 0.10760742031683856, 64, 19.90668620188726, 92.33333333333333, 'Low Risk'),
(103303, 68, 19, '11:46.0', 37.02963037311944, 98.43774341, 132, 72, 76, 'Female', 74.67330360833157, 1.6539152498290655, 0.086393946, 60, 27.29850490527498, 92, 'Low Risk'),
(103304, 99, 12, '10:46.0', 37.49247778761616, 96.87473920522358, 132, 85, 35, 'Female', 82.71905998663485, 1.5767822804564924, 0.11617486816682034, 47, 33.27071460077337, 100.66666666666667, 'High Risk'),
(103305, 66, 13, '09:46.0', 36.889636458220636, 96.73648813, 131, 89, 85, 'Male', 92.17598426391646, 1.9821362370505704, 0.1115455712766549, 42, 23.461230219205266, 103, 'Low Risk'),
(103306, 63, 19, '08:46.0', 37.21077339591233, 96.77113555679877, 130, 75, 33, 'Male', 86.56172135, 1.918081760207919, 0.094388234, 55, 23.52835981778685, 93.33333333333333, 'Low Risk'),
(103307, 99, 18, '07:46.0', 37.46842144469704, 95.69824636454842, 120, 84, 64, 'Male', 94.38690813, 1.580130774870672, 0.13706298488165555, 36, 37.802950437317534, 96, 'High Risk'),
(103308, 80, 17, '06:46.0', 37.021014063251215, 98.16867639, 122, 88, 53, 'Male', 99.45365077100989, 1.7509966082079709, 0.095685538, 34, 32.43770503255003, 99.33333333333333, 'High Risk'),
(103309, 99, 15, '05:46.0', 37.271030277885075, 95.43196592388956, 112, 80, 59, 'Male', 56.79506334618246, 1.8472437399158033, 0.13155961027122876, 32, 16.644171472061327, 90.66666666666667, 'High Risk'),
(103310, 75, 18, '04:46.0', 36.95243497035684, 99.82118121328293, 120, 71, 79, 'Male', 93.74206062710321, 1.7330273626029127, 0.11571651878182083, 49, 31.212147909059873, 87.33333333333333, 'High Risk'),
(103311, 63, 12, '03:46.0', 37.43966536744747, 96.54543326545607, 128, 79, 87, 'Female', 86.13517409666147, 1.7715944346063002, 0.055762445241185926, 49, 27.44428503628182, 95.33333333333333, 'Low Risk'),
(103312, 93, 16, '02:46.0', 37.28135659104393, 95.94604450731677, 120, 73, 80, 'Male', 95.33262562370233, 1.910881330537384, 0.11751359067022704, 47, 26.10803099953221, 88.66666666666667, 'High Risk'),
(103313, 75, 13, '01:46.0', 37.13615450652868, 95.78310670416904, 122, 84, 24, 'Male', 61.67344165993967, 1.6053422298255995, 0.12579704028462538, 38, 23.931114467471513, 96.66666666666667, 'Low Risk'),
(103314, 73, 19, '00:46.0', 37.28302399554105, 95.01318759774911, 123, 88, 42, 'Male', 95.54676077062928, 1.6781564280542554, 0.056057088, 35, 33.92743964376907, 99.66666666666667, 'High Risk'),
(103315, 75, 13, '59:46.0', 37.49728114417155, 96.63569368338275, 133, 80, 62, 'Male', 70.30855731050576, 1.7256950659821761, 0.14593575178495255, 53, 23.609134795961445, 97.66666666666666, 'Low Risk'),
(103316, 91, 12, '58:46.0', 36.065758688577844, 99.44622513875031, 136, 74, 74, 'Male', 83.21168532315308, 1.786506852794972, 0.1357465797267896, 62, 26.07203588351207, 94.66666666666666, 'High Risk'),
(103317, 73, 15, '57:46.0', 37.41662345, 99.30403565220269, 125, 88, 81, 'Female', 69.44987148519836, 1.5683377764466926, 0.099430478, 37, 28.235289151778105, 100.33333333333333, 'Low Risk'),
(103318, 76, 14, '56:46.0', 37.121045985230325, 98.85235452260295, 137, 74, 27, 'Female', 80.19700107726649, 1.9263588877920053, 0.098914619, 63, 21.611441040315132, 95, 'Low Risk'),
(103319, 71, 18, '55:46.0', 36.06197906355294, 99.21538132299266, 139, 82, 80, 'Female', 81.09347514495718, 1.6042647769088318, 0.13792154160622921, 57, 31.50894161, 101, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(103320, 90, 12, '54:46.0', 36.75554238201874, 97.29350013824036, 119, 85, 78, 'Female', 78.17305253607573, 1.7607985698825745, 0.089925353, 34, 25.213765953775845, 96.33333333333333, 'Low Risk'),
(103321, 69, 18, '53:46.0', 37.484325701272255, 99.20674865, 116, 80, 41, 'Female', 52.54454423050706, 1.8433226132465466, 0.1032133649877566, 36, 15.464109902787857, 92, 'High Risk'),
(103322, 89, 18, '52:46.0', 36.46941709726224, 96.21110408851054, 115, 86, 46, 'Female', 69.28849041753533, 1.7822564932282305, 0.074046559, 29, 21.813265641551737, 95.66666666666667, 'Low Risk'),
(103323, 96, 17, '51:46.0', 36.30907589907085, 97.02909781412845, 130, 74, 76, 'Male', 80.13376689604544, 1.5731753442855778, 0.098233621, 56, 32.37884075218503, 92.66666666666666, 'High Risk'),
(103324, 61, 13, '50:46.0', 36.17435858196649, 96.30596729966958, 126, 74, 38, 'Female', 85.99519356473772, 1.8385194048237263, 0.11975078060195694, 52, 25.441208800706214, 91.33333333333333, 'Low Risk'),
(103325, 80, 18, '49:46.0', 36.24459583942042, 98.56081482, 123, 85, 47, 'Female', 88.26220423, 1.5796432861214327, 0.091416816, 38, 35.37176387672391, 97.66666666666667, 'High Risk'),
(103326, 86, 14, '48:46.0', 36.531819443134054, 99.00458847534975, 115, 78, 35, 'Male', 90.57431038526063, 1.9412756993708062, 0.06966398, 37, 24.034251411314138, 90.33333333333333, 'Low Risk'),
(103327, 76, 19, '47:46.0', 36.81220055057767, 99.14389034653642, 134, 70, 41, 'Male', 84.67624967325051, 1.5310063818033222, 0.13014133181713258, 64, 36.12497978874015, 91.33333333333333, 'High Risk'),
(103328, 79, 13, '46:46.0', 36.39447289613847, 99.97266387, 127, 83, 39, 'Male', 74.85760526704833, 1.7012603908193644, 0.079600612, 44, 25.863919992786435, 97.66666666666667, 'Low Risk'),
(103329, 89, 15, '45:46.0', 36.30356805710976, 95.03196186876743, 119, 89, 49, 'Male', 80.13353024208982, 1.7469347247672649, 0.14847796279643438, 30, 26.25795625961922, 99, 'Low Risk'),
(103330, 72, 12, '44:46.0', 36.13262174929985, 97.03813825739668, 120, 72, 51, 'Male', 96.65810926650636, 1.7797252372760983, 0.08900356, 48, 30.51633527259307, 88, 'High Risk'),
(103331, 93, 13, '43:46.0', 36.34905872288728, 97.84611660110457, 133, 88, 35, 'Male', 57.383680378387325, 1.5556436364766593, 0.055608223436168586, 45, 23.711998851652588, 103, 'High Risk'),
(103332, 84, 13, '42:46.0', 37.18992751505437, 96.40892238098857, 113, 79, 74, 'Male', 54.83745512, 1.5929986522063178, 0.10461799244827166, 34, 21.609587423830572, 90.33333333333333, 'Low Risk'),
(103333, 84, 19, '41:46.0', 36.70135255985816, 98.41406406174016, 125, 89, 72, 'Female', 93.02516364034099, 1.9975676857509252, 0.057968021391696156, 36, 23.312960876254124, 101, 'Low Risk'),
(103334, 63, 18, '40:46.0', 36.191264374107135, 95.71984451439394, 113, 73, 54, 'Male', 88.73089479463967, 1.6280333848149176, 0.11594155266799092, 40, 33.477132280076766, 86.33333333333333, 'High Risk'),
(103335, 94, 19, '39:46.0', 37.14238994114149, 98.91355218780186, 137, 81, 61, 'Male', 65.41727870963281, 1.9753782838481888, 0.059733972, 56, 16.764550902297806, 99.66666666666666, 'High Risk'),
(103336, 77, 14, '38:46.0', 36.30577185745207, 98.73352209552549, 112, 84, 60, 'Female', 80.51731532172221, 1.7327847174474074, 0.062283057441988005, 28, 26.81637485945047, 93.33333333333333, 'Low Risk'),
(103337, 96, 17, '37:46.0', 37.26773416239672, 95.08291146424135, 112, 72, 65, 'Female', 51.38506632603635, 1.7118049975004113, 0.10397383832567635, 40, 17.535911360502322, 85.33333333333333, 'High Risk'),
(103338, 68, 16, '36:46.0', 36.06739604978267, 95.13050505670068, 131, 74, 33, 'Male', 60.46626083, 1.7369491239680965, 0.12473775051365937, 57, 20.041901217694942, 93, 'Low Risk'),
(103339, 86, 19, '35:46.0', 37.23870710635329, 98.38317139742573, 131, 79, 79, 'Male', 96.02553901752175, 1.952351147033601, 0.11333633549854959, 52, 25.19247810586726, 96.33333333333333, 'Low Risk'),
(103340, 60, 12, '34:46.0', 37.15999658454394, 99.94721776189382, 135, 82, 26, 'Male', 92.02611889755768, 1.9674094912351276, 0.096213784, 53, 23.77505783775479, 99.66666666666666, 'Low Risk'),
(103341, 79, 13, '33:46.0', 36.32718493261271, 98.06816055907234, 126, 78, 38, 'Male', 83.08728032433119, 1.635536718406919, 0.058434418, 48, 31.060893624476083, 94, 'High Risk'),
(103342, 88, 14, '32:46.0', 37.25290019902055, 95.02847904344029, 139, 81, 78, 'Male', 64.68946253404981, 1.9546315571664579, 0.13943817111806905, 58, 16.931823422070106, 100.33333333333333, 'High Risk'),
(103343, 98, 13, '31:46.0', 36.42433968, 95.20392285452019, 111, 84, 63, 'Female', 58.979461136623414, 1.589116100496533, 0.13245108788292986, 27, 23.355520191229903, 93, 'High Risk'),
(103344, 91, 12, '30:46.0', 37.12032092385793, 97.78882310480947, 139, 80, 40, 'Female', 66.38397513135519, 1.9263766443848576, 0.10638048254135948, 59, 17.888785082574564, 99.66666666666666, 'High Risk'),
(103345, 74, 12, '29:46.0', 36.70562159, 99.63471756982631, 121, 88, 21, 'Male', 80.76941798472224, 1.9613584039999188, 0.057124399322399405, 33, 20.99582924658531, 99, 'Low Risk'),
(103346, 97, 15, '28:46.0', 36.51541378167991, 95.31971946697963, 127, 80, 60, 'Female', 81.92713125634083, 1.6038048136141132, 0.08738891, 47, 31.85112106, 95.66666666666667, 'High Risk'),
(103347, 81, 15, '27:46.0', 37.09861053181314, 96.00135272403007, 136, 87, 63, 'Female', 54.820013998692495, 1.850875987048782, 0.053837396, 49, 16.002377087341415, 103.33333333333333, 'High Risk'),
(103348, 61, 17, '26:46.0', 36.16504230145158, 97.66573800711262, 133, 71, 26, 'Female', 82.68819410993203, 1.9344619567827863, 0.10799041359866983, 62, 22.09648127681105, 91.66666666666666, 'Low Risk'),
(103349, 85, 16, '25:46.0', 37.13564412824928, 96.48790689562153, 111, 82, 31, 'Male', 76.59692497823382, 1.808901225492703, 0.10562101848980959, 29, 23.40893356163616, 91.66666666666667, 'Low Risk'),
(103350, 73, 12, '24:46.0', 36.820921079676324, 98.67135948062077, 131, 82, 26, 'Male', 95.17796169761847, 1.7777465118024982, 0.1451341427077708, 49, 30.115961239584127, 98.33333333333333, 'High Risk'),
(103351, 99, 16, '23:46.0', 36.935835505106056, 98.13309994091796, 119, 83, 63, 'Female', 70.58117129839015, 1.657183507325983, 0.11673658421998395, 36, 25.70086002531428, 95, 'High Risk'),
(103352, 87, 13, '22:46.0', 37.321925702796584, 95.10190254169422, 123, 86, 41, 'Male', 51.39172377022824, 1.835664278992496, 0.11591199672016259, 37, 15.251293231980169, 98.33333333333333, 'High Risk'),
(103353, 80, 13, '21:46.0', 36.04607949270446, 95.03142530995747, 115, 72, 58, 'Male', 62.974569307135255, 1.754905418, 0.11172845178844856, 43, 20.448326763714853, 86.33333333333333, 'Low Risk'),
(103354, 80, 13, '20:46.0', 36.47563942, 95.63389222544397, 134, 70, 42, 'Male', 87.31170652042641, 1.8356261049672897, 0.08222652, 64, 25.912184427758753, 91.33333333333333, 'Low Risk'),
(103355, 62, 19, '19:46.0', 37.06607849384177, 99.26145388318159, 136, 72, 46, 'Male', 94.03130218, 1.9999295975123916, 0.11443060245499027, 64, 23.509480642270102, 93.33333333333333, 'Low Risk'),
(103356, 62, 12, '18:46.0', 36.50446259361594, 99.49367986849498, 117, 87, 77, 'Female', 70.00001763635369, 1.694922326478831, 0.090402272, 30, 24.36680279185081, 97, 'Low Risk'),
(103357, 89, 12, '17:46.0', 36.580418787053546, 95.27032725540893, 114, 71, 28, 'Male', 65.15064482745481, 1.8244485312600451, 0.13376008456791505, 43, 19.57291392100007, 85.33333333333333, 'Low Risk'),
(103358, 94, 16, '16:46.0', 37.40206768366714, 98.10776325699315, 116, 71, 63, 'Female', 57.319151679799376, 1.7553448056075822, 0.11551439198521195, 45, 18.602652666384238, 86, 'High Risk'),
(103359, 74, 19, '15:46.0', 37.47016646657236, 97.99519544103322, 118, 80, 65, 'Male', 52.391033520766555, 1.9227148168663655, 0.13784972790220879, 38, 14.171871953313735, 92.66666666666667, 'High Risk'),
(103360, 87, 19, '14:46.0', 37.17207811799858, 97.03819977, 111, 76, 77, 'Female', 73.68943520890132, 1.7918108040016978, 0.072996886, 35, 22.95202065544998, 87.66666666666667, 'Low Risk'),
(103361, 64, 19, '13:46.0', 36.855668897225655, 96.75752624391802, 122, 89, 84, 'Male', 66.42174129614634, 1.7119406429597759, 0.086680415, 33, 22.66380639631531, 100, 'Low Risk'),
(103362, 88, 15, '12:46.0', 36.01299839, 99.91108952452582, 138, 70, 40, 'Male', 66.88349661, 1.731235510343009, 0.13762476515503896, 68, 22.31550227945105, 92.66666666666666, 'Low Risk'),
(103363, 74, 17, '11:46.0', 36.46541519509654, 98.07654620321432, 133, 78, 83, 'Male', 92.90455029773939, 1.9428531083451561, 0.089622798, 55, 24.61257499588004, 96.33333333333333, 'Low Risk'),
(103364, 65, 17, '10:46.0', 37.05964416941545, 97.75621889030883, 126, 81, 70, 'Female', 81.17565395647205, 1.9606229148106364, 0.11961907097998586, 45, 21.11726392054937, 96, 'Low Risk'),
(103365, 95, 13, '09:46.0', 36.118448799714066, 95.27274234716084, 133, 75, 89, 'Female', 63.35129988231662, 1.5972242327189616, 0.050863809, 58, 24.832688984059185, 94.33333333333333, 'High Risk'),
(103366, 70, 18, '08:46.0', 36.73323692451587, 99.82316409944272, 120, 85, 24, 'Female', 69.67760103255003, 1.9429693341068388, 0.081896999, 35, 18.457007867201995, 96.66666666666667, 'High Risk'),
(103367, 69, 14, '07:46.0', 37.19345877397211, 97.06649208573106, 127, 78, 77, 'Female', 59.91662320161397, 1.8268175131137918, 0.099664101, 49, 17.953825363460496, 94.33333333333333, 'High Risk'),
(103368, 73, 13, '06:46.0', 36.10988566648101, 99.10227389505214, 127, 71, 76, 'Male', 95.50660759273107, 1.6550896034633915, 0.08327236, 56, 34.86505846917777, 89.66666666666666, 'High Risk'),
(103369, 84, 18, '05:46.0', 36.21582662345189, 95.59704762632671, 126, 89, 54, 'Male', 91.56990905696358, 1.922355391650427, 0.062725775, 37, 24.779093971614472, 101.33333333333333, 'Low Risk'),
(103370, 65, 15, '04:46.0', 36.03870838142983, 95.73872303038308, 119, 77, 89, 'Male', 73.31302370005147, 1.5808743558531775, 0.11381810763587724, 42, 29.33502229145934, 91, 'Low Risk'),
(103371, 73, 13, '03:46.0', 37.38650277911152, 97.94970245829865, 127, 83, 56, 'Female', 75.35073843381781, 1.7548097713622535, 0.051412795, 44, 24.46963124739159, 97.66666666666667, 'Low Risk'),
(103372, 88, 17, '02:46.0', 36.21265258, 99.21042346620696, 125, 86, 41, 'Male', 86.27126875371434, 1.9905694900343478, 0.11433054895115141, 39, 21.772660393987255, 99, 'Low Risk'),
(103373, 67, 12, '01:46.0', 36.74177393587437, 97.60221416797008, 133, 70, 56, 'Male', 59.87762504205552, 1.9756677982494415, 0.11730717938831672, 63, 15.340401408176975, 91, 'High Risk'),
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(103549, 74, 12, '05:46.0', 36.643883577980816, 97.42725925, 135, 81, 78, 'Male', 92.19710062, 1.573304384784446, 0.091512457, 54, 37.24703934061646, 99, 'High Risk'),
(103550, 71, 17, '04:46.0', 36.878583988797324, 95.69670575195076, 124, 80, 64, 'Male', 74.24202235607036, 1.963694715707568, 0.080183521, 44, 19.253152495564144, 94.66666666666667, 'Low Risk'),
(103551, 75, 14, '03:46.0', 37.08089140604347, 95.22383021757445, 112, 89, 53, 'Male', 61.27522592329653, 1.9111493657045755, 0.14845633782203072, 23, 16.776279765684205, 96.66666666666667, 'High Risk'),
(103552, 94, 12, '02:46.0', 37.36691999772986, 97.92040768, 138, 79, 81, 'Male', 57.39135846181176, 1.5213625725626732, 0.14156623748057795, 59, 24.795966958372414, 98.66666666666666, 'High Risk'),
(103553, 90, 18, '01:46.0', 36.92701520214845, 95.19227836089354, 117, 76, 77, 'Male', 77.30099882534816, 1.9107821996694303, 0.079929333, 41, 21.172041269224863, 89.66666666666667, 'Low Risk'),
(103554, 88, 14, '00:46.0', 36.89500647815207, 99.95278930975866, 127, 89, 72, 'Female', 81.37693605, 1.6241826000445228, 0.10206564112313415, 38, 30.84832778679808, 101.66666666666667, 'High Risk'),
(103555, 69, 19, '59:46.0', 36.43055690323546, 99.80777303327052, 132, 80, 77, 'Female', 97.07678186919611, 1.5698931328154648, 0.072050058, 52, 39.38902142721799, 97.33333333333333, 'High Risk'),
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(103558, 76, 14, '56:46.0', 37.44195509645881, 99.92294190637979, 129, 81, 72, 'Male', 66.73767478, 1.8675959287747266, 0.1277382430436227, 48, 19.13397640924465, 97, 'Low Risk'),
(103559, 68, 17, '55:46.0', 36.48584417449966, 97.65031289953359, 120, 89, 76, 'Male', 53.89102456351171, 1.821455118896079, 0.081312467, 31, 16.24349545329601, 99.33333333333333, 'High Risk'),
(103560, 97, 13, '54:46.0', 36.427178212912295, 99.43689245, 115, 81, 28, 'Male', 68.69605072777378, 1.995796708266226, 0.052293379, 34, 17.246428275336516, 92.33333333333333, 'High Risk'),
(103561, 79, 12, '53:46.0', 36.67325289121119, 95.54504839275387, 132, 72, 24, 'Male', 79.85996638538168, 1.581611819581984, 0.11376777342529361, 60, 31.924883370006516, 92, 'High Risk'),
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(103563, 89, 16, '51:46.0', 36.3345922, 98.93446542592677, 120, 83, 36, 'Female', 65.20353182, 1.867865877503477, 0.051151168360860845, 37, 18.688728013984903, 95.33333333333333, 'Low Risk'),
(103564, 99, 15, '50:46.0', 36.61858051247801, 97.80710965938806, 135, 81, 29, 'Female', 57.89801260692501, 1.5037536357148023, 0.069747241, 54, 25.604144867672133, 99, 'High Risk'),
(103565, 74, 16, '49:46.0', 36.34650889911605, 97.91778327932575, 128, 70, 81, 'Male', 68.05655468179097, 1.695698138, 0.14699039859955218, 58, 23.668616509136303, 89.33333333333333, 'Low Risk'),
(103566, 65, 16, '48:46.0', 36.22772695332822, 98.71272267046167, 122, 85, 27, 'Female', 70.73337867783091, 1.9176622063381759, 0.10155754963626179, 37, 19.234468270740322, 97.33333333333333, 'Low Risk'),
(103567, 92, 17, '47:46.0', 36.51227421856634, 96.62540478853606, 120, 81, 19, 'Female', 68.90603620592283, 1.754502379514569, 0.12128162436354469, 39, 22.384600345186225, 94, 'High Risk'),
(103568, 71, 17, '46:46.0', 36.65640582, 99.70032458706493, 139, 71, 52, 'Female', 60.68267686376353, 1.7209512642350728, 0.13483143375407453, 68, 20.489321968391625, 93.66666666666666, 'Low Risk'),
(103569, 61, 15, '45:46.0', 36.884994698841425, 99.20614136337639, 112, 73, 36, 'Female', 64.99567095452231, 1.8513087319137098, 0.070294475, 39, 18.963859641441648, 86, 'Low Risk'),
(103570, 63, 17, '44:46.0', 36.24657303191135, 97.23755157481835, 124, 82, 29, 'Male', 65.26055781294198, 1.8278620374195973, 0.087839172, 42, 19.53277535475508, 96, 'Low Risk'),
(103571, 66, 14, '43:46.0', 36.87207985102617, 99.08995918300377, 123, 77, 48, 'Male', 61.92351451097591, 1.866273381894219, 0.064804284, 46, 17.778907617466125, 92.33333333333333, 'High Risk'),
(103572, 90, 17, '42:46.0', 36.031775939497855, 98.54391861746923, 111, 71, 34, 'Male', 86.92024230246241, 1.8548870075702646, 0.068281871, 40, 25.26306327457889, 84.33333333333333, 'Low Risk'),
(103573, 71, 14, '41:46.0', 37.264381128105086, 99.91971256, 133, 75, 43, 'Male', 90.88946012972177, 1.9760535592442436, 0.1297918218437344, 58, 23.27641547612121, 94.33333333333333, 'Low Risk'),
(103574, 88, 12, '40:46.0', 36.06885209551572, 95.06783917479405, 130, 79, 27, 'Male', 55.600545100421954, 1.6245153931954552, 0.14262899484234204, 51, 21.06839187023541, 96, 'Low Risk'),
(103575, 75, 17, '39:46.0', 36.827590292586216, 95.37204795901437, 131, 83, 68, 'Female', 83.29206398, 1.540084217286557, 0.06881812, 48, 35.116779732347396, 99, 'High Risk'),
(103576, 99, 16, '38:46.0', 37.293418979818114, 97.78973151788541, 132, 70, 34, 'Male', 59.087131877774915, 1.7017578571927696, 0.11686795110466329, 62, 20.403157434180716, 90.66666666666666, 'High Risk'),
(103577, 79, 18, '37:46.0', 37.37469683901031, 95.41707188637585, 124, 77, 62, 'Female', 72.67185561013197, 1.6110871173872972, 0.097461329, 47, 27.998076752459713, 92.66666666666667, 'Low Risk'),
(103578, 63, 18, '36:46.0', 36.35387677726976, 96.17586687058099, 128, 85, 57, 'Male', 61.65356243159478, 1.7138077182645157, 0.12341373687410825, 43, 20.99104149102076, 99.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(103580, 99, 15, '34:46.0', 36.11808292325968, 98.36288852982405, 138, 89, 59, 'Male', 71.70159197222074, 1.6955410919441702, 0.12070147352763212, 49, 24.94090219575011, 105.33333333333333, 'High Risk'),
(103581, 93, 12, '33:46.0', 37.08600215444913, 98.38627450744183, 130, 70, 63, 'Male', 54.81235433429486, 1.699140732138124, 0.084625965, 60, 18.98540012691417, 90, 'High Risk'),
(103582, 61, 16, '32:46.0', 36.21393632597442, 95.20610314202557, 121, 73, 28, 'Male', 99.87538097299179, 1.6166429736411554, 0.057618005, 48, 38.214678555649094, 89, 'High Risk'),
(103583, 62, 18, '31:46.0', 36.37758667134049, 98.58365096851956, 139, 74, 59, 'Female', 71.20633556299492, 1.7186498342304732, 0.14475808444962543, 65, 24.107037061998064, 95.66666666666666, 'Low Risk'),
(103584, 78, 14, '30:46.0', 37.00770344692955, 97.23823202456845, 134, 72, 50, 'Male', 73.51959400024465, 1.699158828732744, 0.14654911897842043, 62, 25.464499654277475, 92.66666666666666, 'Low Risk'),
(103585, 81, 16, '29:46.0', 36.96187184907224, 95.33806933956438, 114, 74, 29, 'Male', 77.51104061216104, 1.9578310867339168, 0.12762326499259852, 40, 20.221488810776993, 87.33333333333333, 'Low Risk'),
(103586, 83, 17, '28:46.0', 36.72326651551143, 96.00248156815479, 129, 80, 22, 'Female', 94.03058267908092, 1.784499730380957, 0.07867591, 49, 29.52814426118904, 96.33333333333333, 'Low Risk'),
(103587, 87, 12, '27:46.0', 36.425267335331746, 97.21110197513158, 139, 78, 81, 'Female', 64.10146766247667, 1.670596605992295, 0.10137451042828524, 61, 22.96808484029844, 98.33333333333333, 'Low Risk'),
(103588, 78, 15, '26:46.0', 36.77458808293348, 96.61792387595675, 118, 79, 75, 'Male', 54.33572916, 1.6844664674066654, 0.087077332, 39, 19.149646421568377, 92, 'Low Risk'),
(103589, 65, 18, '25:46.0', 36.13230424475663, 95.98589259343754, 118, 88, 21, 'Male', 64.48163733983137, 1.8184253552146532, 0.081054696, 30, 19.500470949916558, 98, 'Low Risk'),
(103590, 66, 16, '24:46.0', 37.34521814603076, 98.20053121475016, 131, 77, 56, 'Male', 86.56237524628253, 1.5147260652891672, 0.068473354, 54, 37.72775535675061, 95, 'High Risk'),
(103591, 76, 16, '23:46.0', 36.92287685336358, 97.20419825023686, 119, 73, 72, 'Female', 82.04652287, 1.5426996960485104, 0.12650662118540565, 46, 34.474453669664335, 88.33333333333333, 'High Risk'),
(103592, 94, 18, '22:46.0', 36.654952040053196, 99.16707094, 113, 89, 55, 'Male', 70.28459266810411, 1.535935944, 0.094957483, 24, 29.79297860128504, 97, 'High Risk'),
(103593, 76, 15, '21:46.0', 36.36555779592648, 99.51043583043241, 128, 73, 30, 'Female', 82.92321408081126, 1.9490872962068546, 0.10546111847750098, 55, 21.827979899983873, 91.33333333333333, 'Low Risk'),
(103594, 68, 14, '20:46.0', 37.37198138412452, 98.78218140729363, 131, 85, 22, 'Male', 57.39228895924792, 1.859155460319685, 0.098299606, 46, 16.604359702681343, 100.33333333333333, 'High Risk'),
(103595, 65, 16, '19:46.0', 37.246303799099564, 99.38401922452617, 120, 79, 21, 'Female', 76.37902905856244, 1.8569128703690578, 0.087027417, 41, 22.15088490639126, 92.66666666666667, 'Low Risk'),
(103596, 87, 19, '18:46.0', 37.27741875521173, 98.03006428762404, 115, 70, 25, 'Female', 93.57779683713304, 1.8737917676173028, 0.056843278271184544, 45, 26.652021991811612, 85, 'Low Risk'),
(103597, 89, 14, '17:46.0', 36.84692401427141, 95.45530927152464, 125, 74, 76, 'Male', 72.26035739, 1.546356191035449, 0.070034166, 51, 30.219065521191766, 91, 'High Risk'),
(103598, 80, 17, '16:46.0', 36.829794523285656, 98.28052961, 121, 80, 31, 'Male', 81.71179864914836, 1.6725494572694515, 0.14703013516306063, 41, 29.20968226868115, 93.66666666666667, 'Low Risk'),
(103599, 67, 16, '15:46.0', 36.556053705462396, 99.80976147, 117, 85, 66, 'Female', 87.65251145493811, 1.617244844067971, 0.050781666736887804, 32, 33.51296197015445, 95.66666666666667, 'High Risk'),
(103600, 83, 16, '14:46.0', 36.904942239175355, 95.74240435899202, 127, 85, 41, 'Male', 58.92726782145458, 1.9863202536648819, 0.12863353231643482, 42, 14.935431127399285, 99, 'High Risk'),
(103601, 76, 14, '13:46.0', 36.63372273942362, 95.98261772383752, 131, 73, 20, 'Female', 82.33720619, 1.8554984465792352, 0.12056296995323208, 58, 23.91525062556341, 92.33333333333333, 'Low Risk'),
(103602, 98, 18, '12:46.0', 36.84451429156761, 98.02717649, 138, 72, 52, 'Male', 73.97181556506206, 1.9176619543499767, 0.1059063493976876, 66, 20.115098980649872, 94, 'High Risk'),
(103603, 97, 19, '11:46.0', 37.04098611393496, 95.40358671, 134, 81, 69, 'Male', 88.15755629535175, 1.9396211026616852, 0.075323604, 53, 23.432883973279356, 98.66666666666666, 'High Risk'),
(103604, 80, 14, '10:46.0', 36.06572661636622, 97.95593174518486, 131, 79, 42, 'Male', 53.11017209651422, 1.8613754842278545, 0.14128061601090408, 52, 15.32885547, 96.33333333333333, 'High Risk'),
(103605, 72, 12, '09:46.0', 36.70693667787191, 97.86171962457541, 123, 86, 44, 'Female', 76.81562017947734, 1.759751687278162, 0.10785860760227504, 37, 24.805430043759046, 98.33333333333333, 'Low Risk'),
(103606, 63, 12, '08:46.0', 36.18002484, 98.79309562186623, 130, 88, 68, 'Male', 75.36544445148448, 1.813242242644778, 0.06547071, 42, 22.922427528749555, 102, 'Low Risk'),
(103607, 85, 16, '07:46.0', 37.30286942604365, 96.47003137146004, 129, 75, 40, 'Female', 88.82794121244655, 1.6890836170145818, 0.074505391, 54, 31.134887249122773, 93, 'High Risk'),
(103608, 96, 19, '06:46.0', 36.35704844272473, 97.38408937504872, 121, 78, 62, 'Female', 51.04516433262017, 1.8450442002206509, 0.11253657736904692, 43, 14.994813101281398, 92.33333333333333, 'High Risk'),
(103609, 65, 15, '05:46.0', 36.831598209628346, 98.65427615625161, 132, 84, 62, 'Female', 60.330163784951054, 1.9243629640251005, 0.11398730681366669, 48, 16.291479431616477, 100, 'High Risk'),
(103610, 85, 18, '04:46.0', 36.334543761479445, 97.55461009641284, 132, 81, 43, 'Female', 98.83490371085914, 1.7624386419266687, 0.11961606695588306, 51, 31.81869260251089, 98, 'High Risk'),
(103611, 78, 18, '03:46.0', 36.04723880928445, 99.98667055019595, 124, 82, 69, 'Male', 66.90631380851192, 1.7005620646231132, 0.057723139, 42, 23.13567258583174, 96, 'Low Risk'),
(103612, 73, 17, '02:46.0', 36.906269775294376, 99.65455282214963, 117, 87, 82, 'Male', 93.58396891581398, 1.710232920144478, 0.060823914, 30, 31.99564989727292, 97, 'High Risk'),
(103613, 73, 15, '01:46.0', 36.187046455564634, 96.41223155549488, 111, 71, 52, 'Male', 74.74196665902743, 1.9465620080922248, 0.065893789, 40, 19.725500682050956, 84.33333333333333, 'Low Risk'),
(103614, 72, 16, '00:46.0', 36.49657011533076, 99.67377840796239, 119, 86, 36, 'Female', 97.67461381089146, 1.6580128895762283, 0.13371680013723972, 33, 35.530874595017266, 97, 'High Risk'),
(103615, 91, 14, '59:46.0', 37.285702033394124, 98.42512326393418, 129, 83, 83, 'Female', 95.06039548631983, 1.5023420281988724, 0.054695457472981795, 46, 42.11744167, 98.33333333333333, 'High Risk'),
(103616, 88, 14, '58:46.0', 36.93229267647938, 95.49517631502673, 137, 89, 76, 'Female', 89.05379724621272, 1.521942455979405, 0.070285228, 48, 38.44642637233121, 105, 'High Risk'),
(103617, 96, 15, '57:46.0', 36.63757107858102, 97.96223639040302, 114, 87, 44, 'Female', 87.68413427039248, 1.905717258425174, 0.11768722922418987, 27, 24.14371435935304, 96, 'High Risk'),
(103618, 83, 18, '56:46.0', 36.06812723077814, 95.00444731, 130, 88, 85, 'Male', 58.66789263188524, 1.6994609817318957, 0.070504838, 42, 20.313188214700137, 102, 'Low Risk'),
(103619, 60, 15, '55:46.0', 36.208398926621825, 95.28805476714398, 137, 72, 86, 'Male', 98.18273495, 1.9578508718382828, 0.12279104105155289, 65, 25.61391169111042, 93.66666666666666, 'Low Risk'),
(103620, 80, 19, '54:46.0', 36.65747049, 98.74124084259373, 139, 79, 60, 'Female', 95.11608506929761, 1.9606216357944721, 0.07247961, 60, 24.74379933168737, 99, 'Low Risk'),
(103621, 81, 12, '53:46.0', 36.27008081566982, 99.17909405, 113, 86, 19, 'Male', 92.94579161707823, 1.946424840020179, 0.1406172090284575, 27, 24.533214381990284, 95, 'Low Risk'),
(103622, 97, 14, '52:46.0', 37.437381435171105, 98.51357225104783, 121, 70, 25, 'Male', 83.02456629853046, 1.8701044862751632, 0.069493985, 51, 23.739680596690388, 87, 'High Risk'),
(103623, 62, 13, '51:46.0', 36.207987412049874, 98.11029221941506, 131, 76, 87, 'Female', 50.93355730015953, 1.981641251539195, 0.074793866, 55, 12.970417049931234, 94.33333333333333, 'High Risk'),
(103624, 84, 16, '50:46.0', 36.19910314, 98.29776161843817, 111, 87, 52, 'Male', 69.24974220365269, 1.694293268663642, 0.092912668, 24, 24.12353731321028, 95, 'Low Risk'),
(103625, 79, 16, '49:46.0', 36.418112039077656, 98.21768254, 136, 87, 76, 'Male', 65.35261071, 1.5440390562003419, 0.1253623209494707, 49, 27.41235695, 103.33333333333333, 'Low Risk'),
(103626, 91, 18, '48:46.0', 36.02552800021145, 96.05852329, 130, 76, 18, 'Male', 94.78094977, 1.8360511432694486, 0.075187172, 54, 28.11586877537636, 94, 'High Risk'),
(103627, 72, 17, '47:46.0', 36.23979512161053, 98.65885867, 111, 71, 85, 'Male', 74.60675091074505, 1.7689654987522785, 0.13498180592093603, 40, 23.841819829666107, 84.33333333333333, 'Low Risk'),
(103628, 65, 14, '46:46.0', 36.89186283641918, 96.16610649612468, 132, 77, 82, 'Female', 81.15509978452481, 1.6422266725666848, 0.13753454600411458, 55, 30.091900213514712, 95.33333333333333, 'High Risk'),
(103629, 69, 13, '45:46.0', 36.48765530215268, 98.97886047516701, 115, 70, 21, 'Female', 68.64092964627037, 1.5404310000104453, 0.14301758144565546, 45, 28.92668438054823, 85, 'Low Risk'),
(103630, 66, 16, '44:46.0', 37.27940074225574, 97.23424381434604, 114, 87, 74, 'Male', 79.65893316690233, 1.9317041318333386, 0.1477185432628909, 27, 21.34780702521822, 96, 'Low Risk'),
(103631, 76, 19, '43:46.0', 37.04077552040494, 97.08277522527631, 127, 74, 23, 'Male', 90.59584924844827, 1.781425077486008, 0.079821713, 53, 28.547834942118858, 91.66666666666666, 'Low Risk'),
(103632, 64, 14, '42:46.0', 36.181728688571575, 98.88302179103614, 116, 79, 65, 'Male', 97.41226820380928, 1.5473126509627952, 0.12263227768576397, 37, 40.687171832141956, 91.33333333333333, 'High Risk'),
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(103808, 67, 12, '46:46.0', 37.312941063065615, 98.79265091013818, 137, 78, 84, 'Male', 77.78514568544549, 1.6554280644914017, 0.12775613797598342, 59, 28.384159748032353, 97.66666666666666, 'Low Risk'),
(103809, 95, 12, '45:46.0', 36.61229282584367, 95.06897182821685, 133, 71, 62, 'Male', 87.23572675, 1.895217694055932, 0.090640809, 62, 24.28712895, 91.66666666666666, 'High Risk'),
(103810, 91, 15, '44:46.0', 37.34174849503571, 98.66727520475655, 120, 77, 56, 'Female', 62.517175732447285, 1.9557149947477004, 0.14301717101315162, 43, 16.345123976520455, 91.33333333333333, 'High Risk'),
(103811, 64, 14, '43:46.0', 37.371817878695076, 99.77693350146905, 128, 83, 20, 'Female', 84.32575464742743, 1.952717433352927, 0.10273088862590483, 45, 22.114719202595527, 98, 'Low Risk'),
(103812, 99, 13, '42:46.0', 36.445207431354596, 99.84467453367964, 111, 78, 55, 'Female', 60.38081761654823, 1.846113423509169, 0.10531018177841486, 33, 17.716675439144097, 89, 'High Risk'),
(103813, 77, 14, '41:46.0', 36.325780348425084, 96.80266962, 114, 86, 70, 'Male', 89.33878522887105, 1.973730188447205, 0.12244234390342137, 28, 22.933190329625518, 95.33333333333333, 'Low Risk'),
(103814, 96, 12, '40:46.0', 36.46033938960153, 98.12756458388948, 116, 72, 87, 'Male', 63.98841208414382, 1.6506524510860006, 0.093329781, 44, 23.48497221715244, 86.66666666666667, 'High Risk'),
(103815, 68, 19, '39:46.0', 37.36647921779412, 99.51561135119405, 123, 82, 43, 'Male', 60.1174964, 1.9710183175485179, 0.064163618, 41, 15.474604754514965, 95.66666666666667, 'High Risk'),
(103816, 96, 12, '38:46.0', 37.34173297665233, 95.71588620999206, 138, 77, 26, 'Male', 77.88528472045495, 1.716413629379477, 0.084583403, 61, 26.436959333650268, 97.33333333333333, 'High Risk'),
(103817, 74, 13, '37:46.0', 36.56606475462697, 95.90514996, 116, 71, 89, 'Male', 90.62832077857361, 1.5998502786460274, 0.089808238, 45, 35.40831422001321, 86, 'High Risk'),
(103818, 62, 17, '36:46.0', 36.16616231725921, 97.2341264, 129, 88, 35, 'Female', 99.95220987011544, 1.6238030788788615, 0.1467586419445214, 41, 37.90754676599946, 101.66666666666667, 'High Risk'),
(103819, 64, 17, '35:46.0', 36.75858355208222, 97.14277001754873, 122, 77, 85, 'Female', 60.75471824110395, 1.8376018712649014, 0.11683561366064514, 45, 17.99190553583282, 92, 'High Risk'),
(103820, 91, 14, '34:46.0', 36.28441169547402, 95.96486793907088, 117, 78, 29, 'Female', 79.25461812580753, 1.8112257146785125, 0.14762139781502442, 39, 24.15902631938876, 91, 'High Risk'),
(103821, 76, 16, '33:46.0', 37.03900508350117, 96.90816847243076, 125, 70, 20, 'Male', 58.419380727247244, 1.966965001, 0.13784024587080704, 55, 15.099538856903354, 88.33333333333333, 'High Risk'),
(103822, 66, 14, '32:46.0', 36.20468549109471, 96.3885846, 119, 77, 58, 'Female', 91.25755261, 1.8975551679311837, 0.13015733932184703, 42, 25.344282179991342, 91, 'Low Risk'),
(103823, 90, 18, '31:46.0', 36.32842574341653, 98.41147069, 115, 73, 66, 'Female', 72.57478324662429, 1.761708395034076, 0.10519823378912063, 42, 23.383940628103947, 87, 'Low Risk'),
(103824, 73, 13, '30:46.0', 37.37662512219646, 98.38642345, 110, 70, 44, 'Female', 91.45943362483742, 1.7242998998636125, 0.10991413678440881, 40, 30.76117367243779, 83.33333333333333, 'High Risk'),
(103825, 92, 12, '29:46.0', 36.65096635, 98.45165274988152, 129, 76, 71, 'Male', 99.45735975457204, 1.8732206202273551, 0.11392118725785769, 53, 28.343864714171694, 93.66666666666666, 'High Risk'),
(103826, 98, 14, '28:46.0', 37.01290614620959, 98.27923213528219, 129, 85, 63, 'Male', 52.082440306435615, 1.6246883435959876, 0.12053207902656791, 44, 19.731095360832743, 99.66666666666667, 'High Risk'),
(103827, 79, 13, '27:46.0', 36.154064992503855, 98.99220344610929, 138, 82, 25, 'Male', 94.97221403290618, 1.9144148726330465, 0.051119086, 56, 25.91340266, 100.66666666666666, 'Low Risk'),
(103828, 74, 15, '26:46.0', 37.46868425224023, 97.02073158837545, 135, 89, 81, 'Female', 88.93233985278081, 1.724509111749427, 0.077334901, 46, 29.90396200266491, 104.33333333333333, 'Low Risk'),
(103829, 86, 16, '25:46.0', 37.44408751, 96.81217342716923, 119, 79, 39, 'Female', 94.99291308557265, 1.8226670179967819, 0.1355271457235922, 40, 28.594106890643317, 92.33333333333333, 'Low Risk'),
(103830, 76, 15, '24:46.0', 36.68306561537744, 97.39006854, 110, 74, 55, 'Female', 83.05147031446737, 1.9928697162813425, 0.12954432914164438, 36, 20.91170819835656, 86, 'Low Risk'),
(103831, 74, 14, '23:46.0', 36.74196237160218, 96.98245755651801, 137, 85, 80, 'Female', 91.21886622, 1.7821967237612766, 0.11904131956921075, 52, 28.719269436202566, 102.33333333333333, 'Low Risk'),
(103832, 61, 15, '22:46.0', 37.268466432890136, 99.36516238830006, 132, 89, 31, 'Male', 58.05125316561971, 1.730011834162724, 0.094140949, 43, 19.39605699088373, 103.33333333333333, 'Low Risk'),
(103833, 89, 14, '21:46.0', 37.480859844444865, 95.25768229245061, 136, 79, 79, 'Male', 86.35399639215328, 1.772615000256608, 0.067173463, 57, 27.482333215221356, 98, 'Low Risk'),
(103834, 75, 19, '20:46.0', 37.15130205, 97.59114451, 110, 75, 27, 'Male', 73.12816994264625, 1.5377964550709828, 0.13705540980073316, 35, 30.923382638216378, 86.66666666666667, 'High Risk'),
(103835, 68, 12, '19:46.0', 36.95532137528622, 98.47034585, 120, 75, 28, 'Female', 65.305905, 1.970205140936955, 0.087143612, 45, 16.824011491167877, 90, 'High Risk'),
(103836, 91, 19, '18:46.0', 37.27484284806151, 99.10090563534861, 136, 76, 72, 'Female', 66.46736926726878, 1.990047848115149, 0.08223787, 60, 16.783458261813305, 96, 'High Risk'),
(103837, 62, 16, '17:46.0', 36.20471582966018, 96.23987073359132, 114, 83, 63, 'Female', 65.00524839739174, 1.533782348156146, 0.11222066722302992, 31, 27.632549174354402, 93.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(103838, 96, 17, '16:46.0', 37.091301961328725, 96.21692252451503, 121, 81, 75, 'Female', 68.05972509208132, 1.8173621122519537, 0.13284450886165772, 40, 20.606643178317153, 94.33333333333333, 'High Risk'),
(103839, 68, 18, '15:46.0', 37.280335358526415, 98.14562424423035, 112, 88, 18, 'Female', 82.74993628443224, 1.500109571822326, 0.1464869169977176, 24, 36.772376975055295, 96, 'High Risk'),
(103840, 79, 18, '14:46.0', 36.178595070465335, 96.54211626021335, 119, 83, 43, 'Male', 51.47526236337651, 1.979736822814481, 0.095035874, 36, 13.133595818369535, 95, 'High Risk'),
(103841, 62, 14, '13:46.0', 36.17463117813306, 96.5087781, 131, 76, 30, 'Male', 50.62108715787982, 1.5140932276334271, 0.11326003206354342, 55, 22.08138114741626, 94.33333333333333, 'Low Risk'),
(103842, 65, 16, '12:46.0', 36.33152633928017, 99.58518830535706, 133, 84, 41, 'Female', 78.62908197732705, 1.5163069737862558, 0.1423021343394517, 49, 34.198648257737275, 100.33333333333333, 'High Risk'),
(103843, 99, 13, '11:46.0', 37.19981307588319, 95.41171329149678, 122, 75, 57, 'Male', 69.73622474708857, 1.5555631966642642, 0.1219037888961286, 47, 28.819279138490757, 90.66666666666667, 'High Risk'),
(103844, 68, 13, '10:46.0', 37.21800194784068, 99.30356029, 138, 79, 36, 'Male', 87.34569020466884, 1.7236580925901086, 0.075070904, 59, 29.399452013024302, 98.66666666666666, 'Low Risk'),
(103845, 86, 13, '09:46.0', 37.41943839830564, 97.88369271897102, 123, 89, 79, 'Female', 77.99250218919502, 1.6992373619322143, 0.097392223, 34, 27.011254614702267, 100.33333333333333, 'Low Risk'),
(103846, 80, 17, '08:46.0', 37.12897016000848, 95.52016397020371, 135, 81, 50, 'Female', 63.320667067612305, 1.9416277558411892, 0.10509484401541261, 54, 16.79629671495008, 99, 'High Risk'),
(103847, 62, 13, '07:46.0', 36.99677037259258, 98.70436206357391, 130, 84, 42, 'Male', 84.77365852092811, 1.696235119028236, 0.13168674994247825, 46, 29.46380454302706, 99.33333333333333, 'Low Risk'),
(103848, 76, 12, '06:46.0', 37.29514041531109, 98.48213119234921, 119, 71, 53, 'Female', 85.18166310765787, 1.6896581623607871, 0.11493611429550538, 48, 29.836536917722295, 87, 'Low Risk'),
(103849, 65, 16, '05:46.0', 37.16677760262986, 95.82741665260521, 113, 88, 88, 'Female', 75.34269160537755, 1.816289656079946, 0.10123477481528215, 25, 22.838675399218676, 96.33333333333333, 'Low Risk'),
(103850, 79, 14, '04:46.0', 36.303658544148796, 95.01086098234023, 114, 81, 72, 'Female', 84.73028011, 1.9775033819380383, 0.10827157733271392, 33, 21.667268860308184, 92, 'Low Risk'),
(103851, 64, 18, '03:46.0', 36.841476922649804, 96.63124016971521, 127, 71, 37, 'Male', 76.05707962362885, 1.622208073501892, 0.14807044104938744, 56, 28.90190896294974, 89.66666666666666, 'Low Risk'),
(103852, 91, 17, '02:46.0', 36.888866875685366, 98.50102510988445, 133, 70, 66, 'Male', 64.84182551259593, 1.5793348483098464, 0.10196096842794175, 63, 25.996016063279612, 91, 'High Risk'),
(103853, 79, 16, '01:46.0', 37.239983877168356, 96.59791185457615, 120, 84, 54, 'Female', 69.89735291525743, 1.5743754687613705, 0.12994986648555923, 36, 28.199674834573973, 96, 'Low Risk'),
(103854, 93, 14, '00:46.0', 36.52888854515861, 97.56220181253467, 128, 79, 20, 'Female', 93.61089814507312, 1.9896499202669806, 0.10016298465915793, 49, 23.64683790718585, 95.33333333333333, 'High Risk'),
(103855, 68, 16, '59:46.0', 36.22758969425104, 96.06399069560484, 138, 81, 80, 'Female', 74.71800950519489, 1.5518986627147675, 0.084980104, 57, 31.02405602032425, 100, 'High Risk'),
(103856, 95, 13, '58:46.0', 36.61397214472427, 97.66386360094512, 126, 83, 33, 'Female', 86.18497836291229, 1.6809441445582705, 0.075635782, 43, 30.501767868048002, 97.33333333333333, 'High Risk'),
(103857, 77, 12, '57:46.0', 37.097611409407165, 97.99285662952266, 116, 77, 29, 'Male', 57.38960247645999, 1.9704059653604227, 0.10261112747497374, 39, 14.781611688115287, 90, 'High Risk'),
(103858, 98, 19, '56:46.0', 37.182527726430244, 96.16214853296883, 136, 83, 65, 'Male', 97.95557155046808, 1.968723367866233, 0.10053482914228372, 53, 25.273171857346906, 100.66666666666666, 'High Risk'),
(103859, 74, 13, '55:46.0', 37.31404670587121, 99.08615700373274, 121, 84, 55, 'Male', 53.08276835927215, 1.9928474492379582, 0.13289312321875396, 37, 13.36612301, 96.33333333333333, 'High Risk'),
(103860, 81, 16, '54:46.0', 36.86551898847339, 97.14755109413005, 116, 74, 20, 'Male', 75.37771749629776, 1.6055035175350585, 0.071639319, 42, 29.242901383185217, 88, 'Low Risk'),
(103861, 62, 16, '53:46.0', 36.04418785284407, 99.00058559909557, 125, 84, 29, 'Female', 57.81339819908938, 1.6158299053230434, 0.13687266678948912, 41, 22.14303844490018, 97.66666666666667, 'Low Risk'),
(103862, 64, 12, '52:46.0', 36.535283630326695, 98.27033377, 125, 88, 83, 'Male', 76.07106548042304, 1.9740961737613019, 0.050873438623285874, 37, 19.52013809215164, 100.33333333333333, 'Low Risk'),
(103863, 76, 13, '51:46.0', 36.50696827659084, 96.53582904359452, 111, 73, 31, 'Female', 72.44379803101243, 1.500859794755071, 0.14872388877596826, 38, 32.160364585858865, 85.66666666666667, 'High Risk'),
(103864, 97, 17, '50:46.0', 36.67011714228127, 97.80471778098307, 119, 89, 43, 'Female', 69.32758343860864, 1.7165847850956293, 0.10053018236957292, 30, 23.527487128924733, 99, 'High Risk'),
(103865, 68, 15, '49:46.0', 37.15007625226591, 99.79917673144774, 123, 79, 36, 'Male', 52.33284238608525, 1.5803296997012874, 0.062060316, 44, 20.954578015962007, 93.66666666666667, 'Low Risk'),
(103866, 62, 14, '48:46.0', 36.686779335092105, 96.17640961781542, 131, 77, 43, 'Male', 79.71905004669979, 1.8279849257081489, 0.12011631451747488, 54, 23.857058461557266, 95, 'Low Risk'),
(103867, 81, 12, '47:46.0', 37.21062147172635, 95.51844046190338, 110, 76, 41, 'Female', 87.94975685737069, 1.6112145441470185, 0.12304225623332467, 34, 33.878790409060045, 87.33333333333333, 'High Risk'),
(103868, 99, 16, '46:46.0', 37.06283699736312, 98.08390623456148, 112, 81, 31, 'Female', 78.05266402242398, 1.5829141177116508, 0.051422613, 31, 31.151074079210083, 91.33333333333333, 'High Risk'),
(103869, 88, 16, '45:46.0', 36.325818154749726, 96.95709959373599, 120, 70, 71, 'Female', 54.985041563638525, 1.6418514812905665, 0.13750779228888643, 50, 20.39749425279216, 86.66666666666666, 'Low Risk'),
(103870, 79, 16, '44:46.0', 36.27130268038634, 95.62956551631979, 139, 71, 82, 'Male', 89.04398558010071, 1.965832538245819, 0.060249137653236154, 68, 23.04154265941694, 93.66666666666666, 'Low Risk'),
(103871, 94, 14, '43:46.0', 37.18178343067316, 95.79298078470124, 114, 76, 87, 'Female', 78.46041050909965, 1.8142778492385407, 0.050609858282139625, 38, 23.836527050663264, 88.66666666666667, 'High Risk'),
(103872, 67, 13, '42:46.0', 36.245523303124585, 98.58725018753658, 110, 73, 73, 'Male', 57.20567403565872, 1.528215960518621, 0.056636927806407215, 37, 24.494560133822066, 85.33333333333333, 'Low Risk'),
(103873, 88, 12, '41:46.0', 36.18172478673637, 95.34778186943083, 122, 88, 69, 'Female', 80.50107416, 1.745960002327648, 0.0827373, 34, 26.407853051156145, 99.33333333333333, 'Low Risk'),
(103874, 77, 12, '40:46.0', 36.393289707491704, 99.38091832253332, 121, 82, 52, 'Female', 84.10196749395988, 1.8204810473408628, 0.14801012780132122, 39, 25.376623246491906, 95, 'Low Risk'),
(103875, 79, 17, '39:46.0', 37.266711001310696, 99.92984617632774, 116, 82, 51, 'Female', 97.24794411112461, 1.7528066008076797, 0.097724813, 34, 31.652821505692135, 93.33333333333333, 'High Risk'),
(103876, 76, 14, '38:46.0', 36.723296204837794, 97.90668484888096, 139, 76, 82, 'Male', 53.99536155331014, 1.681328398071305, 0.14247752713186462, 63, 19.10079118524957, 97, 'Low Risk'),
(103877, 82, 14, '37:46.0', 37.01587331950918, 95.90985272300749, 135, 84, 56, 'Female', 67.12384041986353, 1.8369097907504166, 0.12367537172164984, 51, 19.89303919515345, 101, 'Low Risk'),
(103878, 98, 17, '36:46.0', 36.616792090925685, 97.46603829636923, 114, 78, 64, 'Female', 64.07970105488158, 1.7020214056297824, 0.12689035492362433, 36, 22.120270911125285, 90, 'High Risk'),
(103879, 66, 18, '35:46.0', 36.406897290480025, 98.23880309000855, 135, 72, 43, 'Female', 59.53141585765056, 1.974086427986628, 0.1483401339923766, 63, 15.27614901809705, 93, 'High Risk'),
(103880, 66, 14, '34:46.0', 36.07232746108293, 98.66587770018482, 115, 70, 79, 'Male', 64.00027500699404, 1.6103740475835415, 0.054004774, 45, 24.67904297478405, 85, 'Low Risk'),
(103881, 97, 17, '33:46.0', 37.33743966478402, 99.30685406898955, 115, 80, 73, 'Female', 95.08277511829607, 1.6804226143164454, 0.13992348501788493, 35, 33.67168220343627, 91.66666666666667, 'High Risk'),
(103882, 82, 18, '32:46.0', 37.183803637175934, 97.88008908231727, 114, 86, 51, 'Male', 57.28761826666931, 1.906191572410773, 0.1442168309030336, 28, 15.766223420087316, 95.33333333333333, 'High Risk'),
(103883, 81, 12, '31:46.0', 36.867937740390566, 99.32327749511725, 111, 89, 50, 'Female', 87.93831417861784, 1.9241113116694581, 0.14441263745048627, 22, 23.75296069851121, 96.33333333333333, 'Low Risk'),
(103884, 92, 13, '30:46.0', 36.192296000744875, 96.78109206270238, 125, 73, 35, 'Male', 50.21098669431983, 1.8334965389894022, 0.1366683293705696, 52, 14.93614657089276, 90.33333333333333, 'High Risk'),
(103885, 78, 18, '29:46.0', 37.03112876, 96.19034754146249, 133, 74, 48, 'Male', 95.16776787538342, 1.5756916854153211, 0.10746968352705498, 59, 38.33075702141209, 93.66666666666666, 'High Risk'),
(103886, 65, 15, '28:46.0', 36.57622751319651, 97.93928603407528, 135, 86, 57, 'Female', 90.27162429, 1.696874099, 0.07913483, 49, 31.351044596031077, 102.33333333333333, 'High Risk'),
(103887, 90, 17, '27:46.0', 36.19521217, 98.47767709331517, 112, 76, 78, 'Male', 69.57723737578948, 1.5807998727346826, 0.11242327973810348, 36, 27.84283130977565, 88, 'Low Risk'),
(103888, 93, 12, '26:46.0', 36.83538392733654, 96.21890810076295, 113, 74, 44, 'Female', 84.86592538037107, 1.9755713447907004, 0.06462308, 39, 21.744424343819013, 87, 'High Risk'),
(103889, 96, 17, '25:46.0', 37.12436479641162, 97.11591113614172, 111, 85, 21, 'Male', 89.22707855, 1.6173225338925379, 0.1444127184717155, 26, 34.11170275, 93.66666666666667, 'High Risk'),
(103890, 69, 15, '24:46.0', 36.584590290056575, 96.50975965270912, 117, 82, 51, 'Female', 56.45099280023886, 1.559970152862395, 0.091909867, 35, 23.197383707735312, 93.66666666666667, 'Low Risk'),
(103891, 60, 17, '23:46.0', 36.861755187480824, 97.42855591, 123, 83, 41, 'Male', 96.47787833, 1.9952764474471403, 0.11091277751893366, 40, 24.23380405429322, 96.33333333333333, 'Low Risk'),
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(104066, 61, 12, '28:46.0', 37.02244688200652, 99.03064653956451, 122, 79, 38, 'Female', 79.38941821, 1.696119810417438, 0.11197382507459738, 43, 27.59621792919177, 93.33333333333333, 'Low Risk'),
(104067, 92, 17, '27:46.0', 36.37500287349726, 96.89695134821008, 113, 87, 70, 'Male', 71.97237684952783, 1.8900393816770082, 0.0635803, 26, 20.147637968059794, 95.66666666666667, 'High Risk'),
(104068, 99, 15, '26:46.0', 37.1137014, 97.58218467, 132, 71, 37, 'Female', 77.54351586514214, 1.772802527022256, 0.089084241, 61, 24.673159374659463, 91.33333333333333, 'High Risk'),
(104069, 76, 13, '25:46.0', 36.753695826085156, 95.01434726, 127, 85, 20, 'Female', 66.07676895447703, 1.809300642933835, 0.1470768716115664, 42, 20.18493352606672, 99, 'Low Risk'),
(104070, 82, 14, '24:46.0', 36.028087551807694, 99.13403299410251, 127, 89, 82, 'Male', 81.55576371329022, 1.6155521189789959, 0.1405788960464492, 38, 31.24731549845258, 101.66666666666667, 'High Risk'),
(104071, 93, 17, '23:46.0', 36.37036548588928, 96.23715189455454, 120, 78, 44, 'Female', 99.75224787666411, 1.7258606088325628, 0.12060038866995525, 42, 33.489700075878346, 92, 'High Risk'),
(104072, 70, 15, '22:46.0', 36.221497170947856, 95.80583517177027, 137, 89, 54, 'Female', 60.311340870931886, 1.952058784921037, 0.076352176, 48, 15.827531991070778, 105, 'High Risk'),
(104073, 82, 15, '21:46.0', 36.49969858720386, 96.66156686111835, 134, 71, 24, 'Male', 79.42619766, 1.8912752987563284, 0.12209926893959062, 63, 22.205178636426083, 92, 'Low Risk'),
(104074, 62, 17, '20:46.0', 36.418281480800886, 98.18332295816009, 114, 79, 20, 'Female', 88.71891830602245, 1.8168286131118154, 0.10601868778522883, 35, 26.87746569454656, 90.66666666666667, 'Low Risk'),
(104075, 96, 12, '19:46.0', 37.39047382923434, 98.44033336725045, 126, 77, 60, 'Female', 50.02322663551431, 1.7294360596240144, 0.070269789, 49, 16.724867333124845, 93.33333333333333, 'High Risk'),
(104076, 61, 19, '18:46.0', 37.005028255149135, 99.55572533104773, 110, 87, 45, 'Female', 81.48924725156206, 1.9931290928306296, 0.062443791099696944, 23, 20.513012717458437, 94.66666666666667, 'Low Risk'),
(104077, 71, 18, '17:46.0', 36.54443410216343, 95.21955226457953, 130, 74, 28, 'Female', 97.47155615359507, 1.8000703974367855, 0.055653466549182656, 56, 30.081460628615595, 92.66666666666666, 'High Risk'),
(104078, 67, 17, '16:46.0', 36.21204824892077, 95.00033881102115, 115, 83, 79, 'Female', 99.48308584246769, 1.5304416733208177, 0.072431408, 32, 42.473268430889306, 93.66666666666667, 'High Risk'),
(104079, 80, 17, '15:46.0', 36.060219852505234, 98.90054275828675, 118, 74, 31, 'Female', 77.42599139320433, 1.6736918458616985, 0.088363466, 44, 27.639855891923858, 88.66666666666667, 'Low Risk'),
(104080, 79, 19, '14:46.0', 36.42299081, 96.19208519990711, 135, 74, 28, 'Male', 71.99279182, 1.7380388203824646, 0.14747836445306878, 61, 23.832525724880952, 94.33333333333333, 'Low Risk'),
(104081, 80, 18, '13:46.0', 36.33503455, 98.05526950421068, 135, 87, 79, 'Female', 95.02022203806061, 1.8584059037321605, 0.050024659, 48, 27.512806137464327, 103, 'Low Risk'),
(104082, 94, 17, '12:46.0', 37.20916083198698, 95.30570767251064, 135, 72, 39, 'Male', 50.443304419217725, 1.7819734045012439, 0.11597821586771283, 63, 15.885507442982702, 93, 'High Risk'),
(104083, 68, 19, '11:46.0', 36.09154892041194, 99.26387353521787, 135, 77, 65, 'Male', 75.56793131408617, 1.813738390801928, 0.099300216, 58, 22.971441147480032, 96.33333333333333, 'Low Risk'),
(104084, 71, 13, '10:46.0', 37.11093219904605, 99.52025361115162, 128, 88, 22, 'Female', 73.01788675946295, 1.9840846318511292, 0.080916364, 40, 18.54850337054254, 101.33333333333333, 'Low Risk'),
(104085, 93, 18, '09:46.0', 37.43691817163139, 97.60139112093677, 112, 85, 84, 'Female', 77.32689637240713, 1.9990659787236789, 0.062497768, 27, 19.349792991278782, 94, 'High Risk'),
(104086, 68, 12, '08:46.0', 36.147566624702584, 99.70986233099815, 138, 84, 75, 'Female', 86.37528091131766, 1.8105872854692804, 0.1101011296934776, 54, 26.34817505706258, 102, 'Low Risk'),
(104087, 64, 19, '07:46.0', 36.476026064460726, 97.51832652828224, 128, 88, 45, 'Female', 88.65991014827053, 1.9874556696886376, 0.1297753581073327, 40, 22.445660300405205, 101.33333333333333, 'Low Risk'),
(104088, 83, 15, '06:46.0', 37.44414765316188, 96.91318178359295, 134, 87, 37, 'Female', 94.07015318293269, 1.583072651, 0.143941292, 47, 37.536187429901055, 102.66666666666667, 'High Risk'),
(104089, 91, 16, '05:46.0', 36.51005011925401, 95.26660007623231, 129, 82, 48, 'Female', 85.54811946461635, 1.715851000136321, 0.082526416, 47, 29.05703676242758, 97.66666666666667, 'High Risk'),
(104090, 88, 17, '04:46.0', 36.27077504967163, 96.52029084676619, 116, 73, 79, 'Female', 87.96154357, 1.9013049065529735, 0.1054675015472295, 43, 24.33264409970263, 87.33333333333333, 'Low Risk'),
(104091, 91, 15, '03:46.0', 36.966685925936055, 97.71857839907481, 138, 73, 26, 'Female', 58.19924419728625, 1.7894282663579297, 0.060777543, 65, 18.175600072192243, 94.66666666666666, 'High Risk'),
(104092, 94, 15, '02:46.0', 36.577355884287705, 98.64412752762223, 117, 72, 43, 'Female', 73.60955714022222, 1.967111483335004, 0.10694358107067456, 45, 19.022879529532087, 87, 'High Risk'),
(104093, 83, 12, '01:46.0', 36.312638670870946, 99.33007154538079, 132, 71, 52, 'Female', 70.65136280855002, 1.874651308179748, 0.10195445285777655, 61, 20.10386433795975, 91.33333333333333, 'Low Risk'),
(104094, 91, 19, '00:46.0', 36.72252009626808, 95.43889923775662, 125, 88, 34, 'Female', 53.22239597404616, 1.661632573620284, 0.075280892, 37, 19.276333316319562, 100.33333333333333, 'High Risk'),
(104095, 74, 18, '59:46.0', 36.08019236426994, 99.88027641536729, 114, 77, 33, 'Male', 85.38780944629616, 1.6622022080716174, 0.11694475655429892, 37, 30.904958336550923, 89.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(104096, 62, 13, '58:46.0', 36.18045053494963, 99.84623749135628, 137, 85, 47, 'Female', 97.36322222542537, 1.5133017596826623, 0.11634838937624822, 52, 42.51516454352275, 102.33333333333333, 'High Risk'),
(104097, 64, 12, '57:46.0', 36.57976967576319, 96.96481592, 126, 81, 25, 'Female', 98.14241548727608, 1.703100704729705, 0.089999384, 45, 33.83577165093561, 96, 'High Risk'),
(104098, 96, 16, '56:46.0', 37.39957023655098, 95.02896807336465, 130, 89, 47, 'Male', 55.320270958064114, 1.7852204597387165, 0.092295446, 41, 17.35803611599278, 102.66666666666667, 'High Risk'),
(104099, 86, 12, '55:46.0', 36.310842138643245, 96.42243939354056, 124, 85, 27, 'Female', 53.73279452749385, 1.9390925293267414, 0.11434997296833976, 39, 14.290333411167547, 98, 'High Risk'),
(104100, 68, 19, '54:46.0', 36.68712978031881, 99.09468599566648, 121, 85, 48, 'Male', 50.31651685993229, 1.654762814686455, 0.11744982241824588, 36, 18.375495704714396, 97, 'High Risk'),
(104101, 94, 19, '53:46.0', 37.00580836141487, 95.28355153667349, 111, 83, 45, 'Female', 70.80618502643745, 1.9406114037401734, 0.084242055, 28, 18.80156659776791, 92.33333333333333, 'High Risk'),
(104102, 86, 15, '52:46.0', 36.74467477930801, 95.83009350380053, 130, 76, 38, 'Female', 99.29471942466711, 1.9921171483036626, 0.071985281, 54, 25.020524248397724, 94, 'Low Risk'),
(104103, 85, 14, '51:46.0', 37.15747240913724, 95.73156050672262, 139, 70, 69, 'Male', 85.37793681570703, 1.7414456861759475, 0.10882545423308043, 69, 28.15307181006068, 93, 'Low Risk'),
(104104, 73, 19, '50:46.0', 36.82860645, 97.56661024017292, 138, 72, 83, 'Female', 89.78900218698057, 1.7109326679899093, 0.099882539, 66, 30.673074398182752, 94, 'High Risk'),
(104105, 78, 13, '49:46.0', 37.12300475, 95.84972280609556, 133, 82, 65, 'Female', 88.54505005993414, 1.8939596492480433, 0.097979835, 51, 24.684415243170548, 99, 'Low Risk'),
(104106, 72, 17, '48:46.0', 36.234743501413014, 98.19306123854695, 128, 74, 22, 'Male', 69.42668199812024, 1.8587602721685663, 0.13357736826012137, 54, 20.09461301884745, 92, 'Low Risk'),
(104107, 99, 13, '47:46.0', 36.420396972568085, 95.59422868181512, 136, 76, 38, 'Female', 81.13216374096933, 1.5999685691691004, 0.080130021, 60, 31.693496640252608, 96, 'High Risk'),
(104108, 99, 16, '46:46.0', 37.04129282940994, 96.54668525355748, 110, 88, 52, 'Female', 96.25084704481608, 1.936843843, 0.13816610081690295, 22, 25.65755953, 95.33333333333333, 'High Risk'),
(104109, 99, 19, '45:46.0', 36.35100893, 98.47951962014524, 122, 76, 66, 'Male', 66.09103200651121, 1.586443681338357, 0.076493251, 46, 26.259908883209437, 91.33333333333333, 'High Risk'),
(104110, 68, 14, '44:46.0', 36.251305066774606, 99.79569487835568, 115, 80, 22, 'Male', 75.90406463076403, 1.9354263418291984, 0.087840604, 35, 20.263372938234323, 91.66666666666667, 'Low Risk'),
(104111, 98, 15, '43:46.0', 36.56669380280899, 98.08265723427606, 130, 79, 27, 'Female', 91.60242007099362, 1.8569824720774593, 0.1114150063873017, 51, 26.56386953564366, 96, 'High Risk'),
(104112, 87, 16, '42:46.0', 36.60884807834969, 98.57036761185084, 111, 84, 55, 'Female', 89.73827065577356, 1.871405791985067, 0.10122975393638273, 27, 25.62369506947087, 93, 'Low Risk'),
(104113, 84, 16, '41:46.0', 36.85220100842674, 97.55906366510786, 114, 71, 35, 'Male', 81.73271997187167, 1.8168073281668873, 0.12598038929408767, 43, 24.761571626753618, 85.33333333333333, 'Low Risk'),
(104114, 91, 15, '40:46.0', 36.80185205332949, 95.00825172265777, 126, 79, 51, 'Male', 51.39865555, 1.8646276558692483, 0.1262363231728748, 47, 14.783168141357866, 94.66666666666667, 'High Risk'),
(104115, 95, 14, '39:46.0', 37.02210890468024, 96.05453422570162, 127, 80, 34, 'Male', 54.095035295615965, 1.7804546396538492, 0.10683554911100172, 47, 17.064579110644104, 95.66666666666667, 'High Risk'),
(104116, 93, 17, '38:46.0', 36.55367182624617, 97.54768143397321, 114, 78, 71, 'Male', 75.06877920127607, 1.8671466479701984, 0.073682195, 36, 21.532898568342787, 90, 'High Risk'),
(104117, 99, 17, '37:46.0', 36.08990142796272, 99.36338402183374, 128, 70, 64, 'Male', 68.67045145194784, 1.6179589719173424, 0.13332337468841562, 58, 26.232210780929236, 89.33333333333333, 'High Risk'),
(104118, 83, 13, '36:46.0', 36.03291549227505, 96.82235520947349, 136, 87, 30, 'Male', 84.75709067777126, 1.5779855068438384, 0.072353307, 49, 34.03846922587672, 103.33333333333333, 'High Risk'),
(104119, 76, 14, '35:46.0', 36.459323482114726, 95.68503180357264, 126, 88, 81, 'Male', 70.1555121, 1.8629455242660913, 0.096424053, 38, 20.21442945177889, 100.66666666666667, 'Low Risk'),
(104120, 73, 19, '34:46.0', 37.328831692212574, 95.76374503429275, 130, 80, 33, 'Male', 94.28889086489714, 1.5560996180285294, 0.076838688, 50, 38.93908434806204, 96.66666666666666, 'High Risk'),
(104121, 65, 12, '33:46.0', 36.290094254719094, 96.85018732409597, 120, 87, 35, 'Female', 98.56489952192211, 1.5922663356647904, 0.099897926, 33, 38.87683104417386, 98, 'High Risk'),
(104122, 97, 14, '32:46.0', 37.003203815676635, 96.36680690194638, 119, 83, 53, 'Male', 58.58720896692427, 1.9249662626009214, 0.14359282034334195, 36, 15.810899000998283, 95, 'High Risk'),
(104123, 68, 13, '31:46.0', 36.77922217933334, 97.98393442, 127, 89, 54, 'Female', 59.41681855875431, 1.5459998509854258, 0.083564975, 38, 24.859391767091918, 101.66666666666667, 'Low Risk'),
(104124, 74, 16, '30:46.0', 36.80405790798086, 95.56821467140564, 133, 83, 55, 'Male', 51.26900355129891, 1.936138649447356, 0.13225008575602507, 50, 13.67672037536386, 99.66666666666666, 'High Risk'),
(104125, 86, 16, '29:46.0', 37.31491912354523, 97.87251901828667, 133, 84, 88, 'Male', 69.40363525729558, 1.5185141367963302, 0.14740493213162553, 49, 30.09847834, 100.33333333333333, 'High Risk'),
(104126, 90, 17, '28:46.0', 37.01416160384954, 95.33454247360727, 126, 81, 41, 'Female', 81.79942662677036, 1.6166744274643758, 0.11895244601912446, 45, 31.297173833344658, 96, 'High Risk'),
(104127, 80, 19, '27:46.0', 36.34344919, 97.78376124678027, 132, 83, 67, 'Female', 76.16401095167993, 1.9278962747914838, 0.071222331, 49, 20.491911825325282, 99.33333333333333, 'Low Risk'),
(104128, 65, 19, '26:46.0', 36.19537654037404, 95.03181193110471, 122, 88, 40, 'Female', 66.03940422, 1.9381552448730481, 0.10407790692226174, 34, 17.580289602591655, 99.33333333333333, 'High Risk'),
(104129, 87, 13, '25:46.0', 36.503722710666345, 96.34497902791972, 119, 72, 44, 'Male', 54.89467614181546, 1.8110808492829091, 0.051089059, 47, 16.736111118861555, 87.66666666666667, 'High Risk'),
(104130, 64, 12, '24:46.0', 36.39392230342601, 98.09017738371371, 120, 71, 74, 'Female', 57.64279035064337, 1.6611587190033381, 0.072389999, 49, 20.889244623777824, 87.33333333333333, 'Low Risk'),
(104131, 68, 12, '23:46.0', 37.44897114225762, 99.54385982863393, 128, 74, 84, 'Female', 53.79420973978031, 1.8160365591339103, 0.057432646, 54, 16.31121670241886, 92, 'High Risk'),
(104132, 63, 13, '22:46.0', 36.974755446318376, 97.72867774118059, 130, 85, 31, 'Male', 61.283085862042746, 1.9796228034621293, 0.11655059345589414, 45, 15.63780272, 100, 'High Risk'),
(104133, 99, 16, '21:46.0', 37.053316617061306, 98.99804067761875, 135, 81, 89, 'Male', 99.75441313563897, 1.9268040482249122, 0.05190525, 54, 26.86934117080425, 99, 'High Risk'),
(104134, 82, 16, '20:46.0', 36.28452436215485, 98.63751712857021, 120, 82, 26, 'Female', 80.90077449043602, 1.6546884222729568, 0.059515424, 38, 29.547464729434015, 94.66666666666667, 'Low Risk'),
(104135, 82, 15, '19:46.0', 36.58239903459979, 96.93220935025033, 113, 72, 85, 'Male', 50.14220073124867, 1.6486766406621254, 0.08197501, 41, 18.447283487579373, 85.66666666666667, 'High Risk'),
(104136, 79, 19, '18:46.0', 37.08415202, 98.54330035820144, 120, 88, 18, 'Male', 53.61977622948142, 1.8092042492462834, 0.1293372438357423, 32, 16.381354133153593, 98.66666666666667, 'High Risk'),
(104137, 60, 12, '17:46.0', 37.444885043418616, 95.61258327131296, 124, 71, 72, 'Male', 61.45697237052728, 1.8109400091738421, 0.12227481129208936, 53, 18.739717249046674, 88.66666666666666, 'Low Risk'),
(104138, 94, 14, '16:46.0', 36.32873798901803, 96.99921093645301, 112, 88, 33, 'Female', 50.000915421465926, 1.8966942873257018, 0.1271776625243251, 24, 13.898991304563173, 96, 'High Risk'),
(104139, 74, 19, '15:46.0', 36.006865457008615, 99.11732553093142, 110, 81, 61, 'Female', 54.63183415146425, 1.536075028861818, 0.065001849, 29, 23.15372778547153, 90.66666666666667, 'Low Risk'),
(104140, 90, 15, '14:46.0', 36.746290249513805, 97.77767233392606, 127, 76, 64, 'Female', 58.28438454231015, 1.7573712019958345, 0.1214046995520104, 51, 18.872316189562156, 93, 'Low Risk'),
(104141, 95, 15, '13:46.0', 36.26971585512168, 95.92159418956406, 128, 70, 72, 'Female', 65.39351427929985, 1.793333979669361, 0.14311099533544527, 58, 20.333508529485904, 89.33333333333333, 'High Risk'),
(104142, 98, 12, '12:46.0', 36.85520367284442, 97.25423918769548, 118, 82, 47, 'Male', 52.987651309149804, 1.8335746497831107, 0.080652925, 36, 15.760771686532365, 94, 'High Risk'),
(104143, 95, 12, '11:46.0', 36.76239592339823, 97.94849694367879, 128, 72, 36, 'Female', 92.08481622290053, 1.963164627638523, 0.052323583, 56, 23.893214669835338, 90.66666666666666, 'High Risk'),
(104144, 78, 14, '10:46.0', 36.52351313895035, 96.27952089174137, 117, 80, 27, 'Female', 94.36055586596873, 1.5235698304238183, 0.13953946060944117, 37, 40.65048786783629, 92.33333333333333, 'High Risk'),
(104145, 60, 14, '09:46.0', 36.817097495665024, 95.75339231646772, 113, 89, 72, 'Female', 77.46061067, 1.8648654190971923, 0.11261299577687046, 24, 22.273369663860123, 97, 'Low Risk'),
(104146, 75, 18, '08:46.0', 37.297815399930734, 95.09423485862308, 135, 75, 61, 'Female', 84.27548798360587, 1.8371412206089277, 0.093535387, 60, 24.969864894784923, 95, 'Low Risk'),
(104147, 78, 15, '07:46.0', 37.249520690063186, 95.35423569643592, 117, 87, 86, 'Female', 54.17119329286199, 1.8967396525514415, 0.14561232019815504, 30, 15.057502897511133, 97, 'High Risk'),
(104148, 71, 12, '06:46.0', 36.49660413634791, 96.52461946, 123, 87, 48, 'Female', 58.94845710723574, 1.7065536549872387, 0.14138358201975418, 36, 20.24102718, 99, 'Low Risk'),
(104149, 83, 16, '05:46.0', 36.18576581893696, 97.85769537558548, 136, 75, 73, 'Female', 94.43723371483588, 1.6443049808779575, 0.12084166659072511, 61, 34.92838556185857, 95.33333333333333, 'High Risk'),
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(104328, 66, 13, '06:46.0', 36.92779667123901, 98.63149199245312, 138, 74, 57, 'Female', 58.83533605363215, 1.6833970133372238, 0.13101478879113426, 64, 20.761806243870925, 95.33333333333333, 'Low Risk'),
(104329, 65, 14, '05:46.0', 37.209423830463365, 95.89100268426151, 118, 79, 18, 'Female', 77.11605117694529, 1.9914239574994903, 0.1454352836698854, 39, 19.44541999718007, 92, 'Low Risk'),
(104330, 72, 15, '04:46.0', 36.418252310171326, 98.85264171, 112, 77, 26, 'Male', 51.85094085622065, 1.8260736664603638, 0.1329850041896617, 35, 15.549629801576167, 88.66666666666667, 'High Risk'),
(104331, 74, 15, '03:46.0', 36.27712248066172, 98.50321212155318, 121, 70, 18, 'Female', 81.24127220841865, 1.622035846612933, 0.0797151, 51, 30.87847332754245, 87, 'High Risk'),
(104332, 84, 16, '02:46.0', 37.347021127465375, 97.81161386361295, 125, 83, 46, 'Female', 89.27608247961302, 1.5025911592363272, 0.050885888021337804, 42, 39.541529686217345, 97, 'High Risk'),
(104333, 71, 15, '01:46.0', 36.31971353660743, 99.09548795878504, 138, 74, 78, 'Male', 65.49522864, 1.9861610157467706, 0.12645761796197436, 64, 16.602777809952716, 95.33333333333333, 'High Risk'),
(104334, 75, 17, '00:46.0', 36.545047437756274, 98.97748174278918, 119, 72, 77, 'Female', 55.10121145696153, 1.8748447708665428, 0.1258127521905152, 47, 15.675828942014943, 87.66666666666667, 'High Risk'),
(104335, 80, 13, '59:46.0', 37.40515203491162, 97.69735593348541, 129, 85, 61, 'Female', 70.76516631278184, 1.5406078483140748, 0.073628966, 44, 29.815034744238982, 99.66666666666667, 'Low Risk'),
(104336, 92, 13, '58:46.0', 37.458127625861906, 99.70573305452761, 117, 74, 63, 'Female', 89.38579422559968, 1.9710886439230677, 0.070396369, 43, 23.00679865127222, 88.33333333333333, 'High Risk'),
(104337, 89, 18, '57:46.0', 36.42472040349778, 95.72647844615088, 136, 73, 57, 'Male', 56.49371247261966, 1.972039695079911, 0.050817997, 63, 14.526761624654302, 94, 'High Risk'),
(104338, 75, 14, '56:46.0', 36.87509491398601, 96.11056404328536, 136, 79, 21, 'Female', 95.82988955033487, 1.7863719855268243, 0.12551474639548826, 57, 30.030128382303975, 98, 'High Risk'),
(104339, 83, 18, '55:46.0', 36.49618599099954, 97.54834872, 120, 77, 80, 'Male', 86.17324832646308, 1.6174263098191402, 0.091782107, 43, 32.93998958917853, 91.33333333333333, 'High Risk'),
(104340, 81, 18, '54:46.0', 36.17864395552539, 97.09211355873538, 127, 72, 61, 'Female', 99.40157147791717, 1.8552554990513217, 0.14577055424900742, 55, 28.879242352528134, 90.33333333333333, 'Low Risk'),
(104341, 97, 14, '53:46.0', 36.521379733622155, 96.92568921178676, 135, 70, 49, 'Female', 90.65178033224653, 1.570233577364581, 0.089658122, 65, 36.76612148254873, 91.66666666666666, 'High Risk'),
(104342, 76, 18, '52:46.0', 36.15826334112424, 97.30147424633373, 121, 77, 42, 'Female', 84.66641239902943, 1.8241569058472813, 0.12976942459694074, 44, 25.44408128298152, 91.66666666666667, 'Low Risk'),
(104343, 66, 16, '51:46.0', 37.38083875056118, 98.90452273730659, 124, 85, 65, 'Female', 61.82593950264332, 1.563148455099128, 0.088466216, 39, 25.302898486515204, 98, 'Low Risk'),
(104344, 97, 12, '50:46.0', 36.46902874348851, 96.99294334, 134, 80, 74, 'Male', 85.68270681201993, 1.8847362787694018, 0.093902951, 54, 24.12081608968003, 98, 'High Risk'),
(104345, 66, 14, '49:46.0', 36.310873433306654, 95.08632814968549, 125, 72, 30, 'Male', 92.67430299456095, 1.7073063921688652, 0.094575861, 53, 31.79335766227709, 89.66666666666666, 'High Risk'),
(104346, 78, 18, '48:46.0', 36.45638742106001, 95.34554103035555, 117, 73, 62, 'Female', 64.9605304, 1.972963215, 0.11243237340731901, 44, 16.688280315391754, 87.66666666666667, 'High Risk'),
(104347, 84, 19, '47:46.0', 36.49326189753627, 99.12039842694286, 118, 85, 26, 'Female', 59.093059428202196, 1.7227701375628377, 0.13069278792770272, 33, 19.910483438793122, 96, 'Low Risk'),
(104348, 84, 17, '46:46.0', 37.421690394772405, 96.95341545562745, 137, 88, 87, 'Female', 96.47169313644966, 1.5085898185399294, 0.1053258791383369, 49, 42.38942797787643, 104.33333333333333, 'High Risk'),
(104349, 62, 15, '45:46.0', 36.785221106170525, 97.57538070873048, 115, 72, 28, 'Female', 53.821216013633496, 1.8786906652694564, 0.14610186660795466, 43, 15.24905570277345, 86.33333333333333, 'High Risk'),
(104350, 60, 12, '44:46.0', 36.55216331872617, 99.59721635868536, 110, 73, 37, 'Female', 90.89501495508253, 1.5196019600014377, 0.070393256, 37, 39.36229169361727, 85.33333333333333, 'High Risk'),
(104351, 87, 17, '43:46.0', 37.00713234, 99.73109890873486, 120, 83, 71, 'Female', 79.67058206342861, 1.5019172469405797, 0.064432266, 37, 35.318803392913594, 95.33333333333333, 'High Risk'),
(104352, 71, 15, '42:46.0', 37.11769420621725, 99.88027393014136, 139, 71, 82, 'Female', 56.433610255220536, 1.7611494164374042, 0.12880275786224343, 68, 18.19472215790697, 93.66666666666666, 'High Risk'),
(104353, 81, 12, '41:46.0', 36.05721738202632, 95.96838710157107, 124, 77, 77, 'Male', 60.19817805551595, 1.654441215216896, 0.084471217, 47, 21.992807145840505, 92.66666666666667, 'Low Risk'),
(104354, 69, 15, '40:46.0', 37.18417520315559, 97.88811674, 118, 81, 39, 'Male', 64.57107607674513, 1.7177041659329118, 0.086981596, 37, 21.88473469458092, 93.33333333333333, 'Low Risk'),
(104355, 87, 15, '39:46.0', 36.03350600594023, 99.82465626109253, 111, 75, 77, 'Male', 59.41352363780598, 1.580512288039971, 0.050300085, 36, 23.78425521755658, 87, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(104357, 73, 17, '37:46.0', 36.88962850594339, 95.20113900622022, 139, 81, 58, 'Female', 77.98063923223087, 1.8661808217970943, 0.13247093922796804, 58, 22.39130197112488, 100.33333333333333, 'Low Risk'),
(104358, 67, 19, '36:46.0', 36.16130742285431, 95.05368681811946, 138, 78, 76, 'Male', 75.58270017425525, 1.988460905426787, 0.14849724248693758, 60, 19.11561562567625, 98, 'Low Risk'),
(104359, 92, 13, '35:46.0', 37.41656502414529, 96.13094148689912, 114, 84, 20, 'Male', 76.60289071109024, 1.6420638379132564, 0.074075024, 30, 28.409597747734626, 94, 'High Risk'),
(104360, 86, 16, '34:46.0', 37.25810020000405, 99.18534121818557, 115, 85, 42, 'Male', 68.46923401697295, 1.9619450731989705, 0.1296205555377693, 30, 17.787781251792286, 95, 'High Risk'),
(104361, 83, 14, '33:46.0', 36.59557466, 96.61283277531871, 139, 74, 55, 'Male', 53.286404673426205, 1.816243287308877, 0.088985199, 65, 16.153564653065857, 95.66666666666666, 'High Risk'),
(104362, 91, 18, '32:46.0', 37.438548803203105, 95.64648285589823, 131, 83, 33, 'Male', 78.95080120493687, 1.7240250370513608, 0.10701977619622505, 48, 26.56252796097227, 99, 'High Risk'),
(104363, 65, 16, '31:46.0', 36.746375612997866, 95.96937356436256, 119, 81, 20, 'Male', 98.06239329813427, 1.8971504863265851, 0.13333926679579955, 38, 27.245759916505133, 93.66666666666667, 'Low Risk'),
(104364, 74, 15, '30:46.0', 36.632073379173285, 96.84844288331374, 137, 70, 80, 'Female', 97.24982746390447, 1.689532393681182, 0.11075360489696517, 67, 34.06871816198408, 92.33333333333333, 'High Risk'),
(104365, 81, 16, '29:46.0', 36.12278616329569, 96.15488533127994, 119, 78, 41, 'Female', 74.75569368042127, 1.9239060626770375, 0.09982009, 41, 20.19652025268805, 91.66666666666667, 'Low Risk'),
(104366, 84, 17, '28:46.0', 36.28577371281486, 97.90263528328798, 133, 85, 26, 'Male', 96.77601248211506, 1.9901303988656127, 0.12007231895179256, 48, 24.434567518973225, 101, 'Low Risk'),
(104367, 90, 13, '27:46.0', 36.01037338739261, 97.68717279702068, 115, 75, 87, 'Male', 51.16234795651031, 1.7084895312621462, 0.09587391, 40, 17.52773598690565, 88.33333333333333, 'High Risk'),
(104368, 69, 16, '26:46.0', 37.44825153229899, 97.89366889696859, 116, 72, 44, 'Female', 60.53158764915155, 1.8015336042683825, 0.083192404, 44, 18.650794200069797, 86.66666666666667, 'Low Risk'),
(104369, 67, 14, '25:46.0', 36.334821079248854, 99.26356855, 120, 83, 33, 'Male', 98.30383764341761, 1.5427261715373737, 0.10184486895731479, 37, 41.304063344830055, 95.33333333333333, 'High Risk'),
(104370, 97, 13, '24:46.0', 36.94724640693775, 99.67652569757387, 125, 78, 44, 'Female', 68.47788395, 1.9812023435449855, 0.12176451338232205, 47, 17.44587135198924, 93.66666666666667, 'High Risk'),
(104371, 90, 17, '23:46.0', 36.94636115626414, 96.78761102, 113, 88, 45, 'Male', 60.46175889438521, 1.877294378764664, 0.12495836892799991, 25, 17.155999212422614, 96.33333333333333, 'High Risk'),
(104372, 81, 14, '22:46.0', 36.118669763169414, 99.08019146, 123, 83, 74, 'Male', 99.02008323499048, 1.9466051723644866, 0.077256833, 40, 26.131692618239818, 96.33333333333333, 'Low Risk'),
(104373, 91, 12, '21:46.0', 37.30296019879818, 96.62433948, 133, 77, 64, 'Female', 72.77342497194755, 1.5676827202782577, 0.12279128456926122, 56, 29.61123166739494, 95.66666666666666, 'High Risk'),
(104374, 90, 18, '20:46.0', 36.67356183569653, 99.55803149906113, 125, 86, 42, 'Male', 55.53035012762187, 1.7775010256353498, 0.084564302, 39, 17.575621521412724, 99, 'High Risk'),
(104375, 88, 14, '19:46.0', 37.03461717637217, 99.14758197321417, 136, 78, 83, 'Male', 86.04715142767967, 1.9222990249810272, 0.06728113, 58, 23.285984623877876, 97.33333333333333, 'Low Risk'),
(104376, 63, 16, '18:46.0', 36.59861195947878, 99.49209272643111, 132, 87, 63, 'Male', 86.31393004, 1.715418296887298, 0.050763019, 45, 29.33194185, 102, 'Low Risk'),
(104377, 92, 17, '17:46.0', 36.04991299248514, 95.64990644773208, 110, 75, 58, 'Male', 67.88289804438847, 1.5907010777893378, 0.056084827, 35, 26.827686594494033, 86.66666666666667, 'High Risk'),
(104378, 99, 16, '16:46.0', 37.32647762309211, 95.97632986661574, 139, 89, 32, 'Male', 97.69296235183984, 1.6866853355096132, 0.11959055637138039, 50, 34.339592786012126, 105.66666666666666, 'High Risk'),
(104379, 74, 13, '15:46.0', 36.99595074432013, 98.89862861544718, 128, 71, 74, 'Female', 95.14270905330005, 1.5257217988488374, 0.072426139, 57, 40.871898447554194, 90, 'High Risk'),
(104380, 73, 15, '14:46.0', 37.38051979514809, 99.41462695349362, 130, 83, 89, 'Male', 52.96786622585861, 1.784547017469135, 0.062594351, 47, 16.63246002915515, 98.66666666666667, 'High Risk'),
(104381, 82, 12, '13:46.0', 37.43597721209849, 96.42821537957974, 124, 77, 47, 'Female', 56.769374528594604, 1.5142527652048399, 0.083046874, 47, 24.758102606640218, 92.66666666666667, 'Low Risk'),
(104382, 99, 15, '12:46.0', 36.819738313603516, 95.2578068, 137, 82, 34, 'Female', 79.16497436695585, 1.743776496664154, 0.069815967, 55, 26.034631559517408, 100.33333333333333, 'High Risk'),
(104383, 71, 12, '11:46.0', 36.66061647263173, 99.81284638198801, 113, 70, 62, 'Male', 79.77764339181216, 1.9307210979334428, 0.14408803044770147, 43, 21.401396762857846, 84.33333333333333, 'Low Risk'),
(104384, 87, 18, '10:46.0', 36.69426348148731, 98.52381372023649, 135, 78, 74, 'Female', 52.59736283093078, 1.9795348292369335, 0.050422459096439234, 57, 13.422631730750595, 97, 'High Risk'),
(104385, 67, 13, '09:46.0', 36.465988164078304, 95.11628481343595, 124, 89, 53, 'Female', 80.44584969652455, 1.7659576939862978, 0.12346838958207394, 35, 25.795446687993607, 100.66666666666667, 'Low Risk'),
(104386, 73, 12, '08:46.0', 36.49186276540097, 95.56306413, 110, 86, 69, 'Female', 82.99962063252272, 1.6284585356289374, 0.082073812, 24, 31.29844042616392, 94, 'High Risk'),
(104387, 61, 14, '07:46.0', 36.88259031135532, 96.61391604069398, 135, 81, 32, 'Female', 74.38815246007404, 1.7501698703427615, 0.087122049, 54, 24.285294050616706, 99, 'Low Risk'),
(104388, 95, 13, '06:46.0', 37.43168585839762, 95.4025838, 110, 79, 24, 'Female', 60.93964037259798, 1.8320184005282028, 0.061775544181347834, 31, 18.156838232744192, 89.33333333333333, 'High Risk'),
(104389, 74, 16, '05:46.0', 36.21848299, 98.07424421892023, 129, 81, 26, 'Female', 87.58041532134169, 1.8561856216989052, 0.14306380573346178, 48, 25.419335420220875, 97, 'Low Risk'),
(104390, 65, 12, '04:46.0', 37.42036956826664, 95.4492129, 124, 71, 24, 'Female', 52.50655247, 1.7262472555644943, 0.083628969, 53, 17.620064812502534, 88.66666666666666, 'High Risk'),
(104391, 93, 14, '03:46.0', 37.37329660016699, 95.90624173021679, 110, 84, 78, 'Female', 68.60880328, 1.5561842065340898, 0.066186211, 26, 28.330734706879216, 92.66666666666667, 'High Risk'),
(104392, 90, 15, '02:46.0', 36.33407694684778, 97.12396685537212, 115, 82, 34, 'Male', 96.83454675624992, 1.6776381932795263, 0.1490063311906729, 33, 34.405962734395644, 93, 'High Risk'),
(104393, 80, 19, '01:46.0', 36.996881534514515, 96.53456809, 112, 88, 69, 'Female', 89.19212845701887, 1.6214282548661467, 0.077866709, 24, 33.925874757323314, 96, 'High Risk'),
(104394, 76, 17, '00:46.0', 37.41257733305632, 98.27593118287162, 131, 87, 27, 'Female', 65.61361348221865, 1.6613464338760904, 0.083732639, 44, 23.772428442333116, 101.66666666666667, 'Low Risk'),
(104395, 61, 18, '59:46.0', 37.43035614633299, 99.22331691918998, 132, 73, 87, 'Female', 83.28289521178952, 1.6089703156011819, 0.056308551, 59, 32.17064371237306, 92.66666666666666, 'High Risk'),
(104396, 95, 15, '58:46.0', 36.53279307080976, 98.51807201692823, 128, 81, 49, 'Female', 64.96152267515697, 1.6395668964200754, 0.085783906, 47, 24.16561843032426, 96.66666666666667, 'High Risk'),
(104397, 63, 12, '57:46.0', 37.11505961, 95.03766023860067, 116, 70, 84, 'Female', 50.29526495556704, 1.830729266926226, 0.1287310114197852, 46, 15.006480612411378, 85.33333333333333, 'High Risk'),
(104398, 67, 16, '56:46.0', 36.936967567748994, 98.84954426073999, 117, 80, 76, 'Male', 76.00079303136461, 1.7834808077544413, 0.050433131, 37, 23.893580997165337, 92.33333333333333, 'Low Risk'),
(104399, 79, 18, '55:46.0', 36.95439130941099, 97.45435482, 122, 87, 48, 'Female', 58.252077963624885, 1.6445758744399666, 0.14434546274361862, 35, 21.537911701402862, 98.66666666666667, 'Low Risk'),
(104400, 72, 12, '54:46.0', 36.31953307433361, 96.98041633787948, 131, 84, 87, 'Male', 60.46074819700995, 1.969556485909044, 0.13704579520953325, 47, 15.586070483694904, 99.66666666666667, 'High Risk'),
(104401, 78, 19, '53:46.0', 37.159429371572905, 99.42155882492607, 135, 83, 48, 'Female', 56.63232060590132, 1.6442120807601155, 0.060434859, 52, 20.948295344469162, 100.33333333333333, 'Low Risk'),
(104402, 79, 13, '52:46.0', 37.038713662122774, 96.09197236377427, 135, 76, 54, 'Male', 59.01689618076821, 1.535613815508595, 0.14978754376909253, 59, 25.027204594759862, 95.66666666666666, 'Low Risk'),
(104403, 72, 12, '51:46.0', 36.55797989833225, 95.39165969, 127, 85, 87, 'Female', 87.81229278492361, 1.581816170544113, 0.090038696, 42, 35.09484227450493, 99, 'High Risk'),
(104404, 86, 19, '50:46.0', 37.07778543874013, 99.58100461895015, 118, 74, 69, 'Female', 65.90687299983671, 1.6706714006884391, 0.13449320519730007, 44, 23.61286206923175, 88.66666666666667, 'Low Risk'),
(104405, 79, 14, '49:46.0', 36.61167716743142, 95.24979481238645, 123, 87, 58, 'Male', 53.69287627798444, 1.9295353522251921, 0.086299185, 36, 14.421525075148187, 99, 'High Risk'),
(104406, 98, 18, '48:46.0', 36.616399182421546, 97.80554448, 113, 88, 69, 'Male', 64.59896479962373, 1.634134698402279, 0.13135686426817686, 25, 24.19077906742803, 96.33333333333333, 'High Risk'),
(104407, 98, 12, '47:46.0', 36.90678870302244, 98.61745941056843, 119, 76, 31, 'Male', 73.50353822, 1.8711548534899711, 0.080638645, 43, 20.993690204521517, 90.33333333333333, 'High Risk'),
(104408, 89, 13, '46:46.0', 37.21423684777648, 99.35065128002907, 123, 70, 23, 'Male', 58.29443754882324, 1.5061362225217971, 0.083254017, 53, 25.697957679009388, 87.66666666666666, 'Low Risk'),
(104409, 65, 12, '45:46.0', 37.06221860575879, 96.16342993, 118, 70, 43, 'Male', 59.349350943586984, 1.5891629795081046, 0.1293528357554668, 48, 23.500607823346204, 86, 'Low Risk'),
(104410, 91, 15, '44:46.0', 37.031659164215625, 98.40381196751807, 124, 77, 83, 'Female', 91.90393877832591, 1.9876161002389794, 0.14317834348773953, 47, 23.26318168869022, 92.66666666666667, 'High Risk'),
(104411, 91, 17, '43:46.0', 36.97488728435246, 98.02618402170526, 127, 70, 28, 'Male', 77.78025278525703, 1.575110404, 0.051642128145166825, 57, 31.350707767666364, 89, 'High Risk'),
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(104587, 98, 18, '47:46.0', 37.475736606311955, 98.49674882317314, 122, 71, 67, 'Male', 95.57504714277644, 1.7117390999971944, 0.11853108457218066, 51, 32.61890506786386, 88, 'High Risk'),
(104588, 98, 16, '46:46.0', 36.46577756533363, 97.96116986327421, 121, 84, 70, 'Female', 91.33943961830516, 1.8816328913177074, 0.14099197944721992, 37, 25.79814924002126, 96.33333333333333, 'High Risk'),
(104589, 98, 19, '45:46.0', 37.06995754115512, 98.57211193980599, 131, 86, 38, 'Female', 96.82728959982914, 1.978873170438076, 0.13811276739503953, 45, 24.726454878278002, 101, 'High Risk'),
(104590, 79, 19, '44:46.0', 36.034589744594555, 99.94327628953795, 132, 73, 38, 'Female', 93.19636688057017, 1.5230760853737992, 0.095855275, 59, 40.17499063426935, 92.66666666666666, 'High Risk'),
(104591, 93, 18, '43:46.0', 37.004593571553826, 98.69657076652734, 136, 71, 29, 'Male', 80.63057556129263, 1.7983441543709564, 0.10392099878253722, 65, 24.9318293, 92.66666666666666, 'High Risk'),
(104592, 98, 13, '42:46.0', 36.88094385978993, 97.21056107272278, 115, 74, 24, 'Male', 82.56932155686775, 1.9068245155275976, 0.076728264, 41, 22.708960890811543, 87.66666666666667, 'High Risk'),
(104593, 66, 14, '41:46.0', 37.275986479181064, 95.98847363345487, 123, 74, 37, 'Male', 92.88368860258706, 1.8870731963560916, 0.098400744, 49, 26.083265480598516, 90.33333333333333, 'Low Risk'),
(104594, 92, 19, '40:46.0', 36.04183356966713, 95.63232703, 115, 88, 60, 'Male', 75.59508138375791, 1.6001045942351726, 0.10630041693387915, 27, 29.525468297137408, 97, 'High Risk'),
(104595, 93, 15, '39:46.0', 36.81985237200931, 98.79835681225832, 117, 70, 85, 'Female', 79.3377549, 1.9663628034781095, 0.071423717, 47, 20.518830597447522, 85.66666666666667, 'High Risk'),
(104596, 65, 18, '38:46.0', 36.63953028055091, 99.06067269619572, 132, 83, 64, 'Male', 57.79629044696227, 1.9153068709996823, 0.11461296311212066, 49, 15.755175004303553, 99.33333333333333, 'High Risk'),
(104597, 63, 17, '37:46.0', 36.29904796205718, 97.29596126554074, 122, 70, 57, 'Female', 65.05731691356895, 1.6471649089979266, 0.059882792, 52, 23.978498521370938, 87.33333333333333, 'Low Risk'),
(104598, 67, 18, '36:46.0', 36.55467869916752, 96.48806977609405, 115, 89, 19, 'Male', 51.14062463367867, 1.5041473724784609, 0.056307367, 26, 22.60399743932675, 97.66666666666667, 'Low Risk'),
(104599, 64, 16, '35:46.0', 36.44533211, 98.20899128160003, 116, 76, 79, 'Female', 61.45843502257354, 1.5001061222137422, 0.054927042, 40, 27.31099546893475, 89.33333333333333, 'Low Risk'),
(104600, 88, 12, '34:46.0', 36.59686483694219, 97.62925252033587, 137, 70, 37, 'Female', 57.90016221434952, 1.5818463389830364, 0.082978228, 67, 23.139352017306734, 92.33333333333333, 'Low Risk'),
(104601, 84, 15, '33:46.0', 36.67988480271452, 97.06818032569794, 124, 75, 66, 'Male', 88.02599833394501, 1.6239280147711057, 0.10719619115248893, 49, 33.37931433079144, 91.33333333333333, 'High Risk'),
(104602, 66, 12, '32:46.0', 37.493007291935236, 98.8231217, 118, 75, 42, 'Male', 50.71183949572119, 1.8500232825545586, 0.11825166789613036, 43, 14.816819017127791, 89.33333333333333, 'High Risk'),
(104603, 77, 18, '31:46.0', 36.28670174284394, 99.26807603482749, 117, 82, 20, 'Female', 67.91426839, 1.8207530852417488, 0.055722437, 35, 20.486082509223177, 93.66666666666667, 'Low Risk'),
(104604, 75, 18, '30:46.0', 36.37860814868806, 95.82866885533144, 127, 77, 26, 'Female', 87.35021970620308, 1.976990064249713, 0.085875904, 50, 22.348842160219554, 93.66666666666666, 'Low Risk'),
(104605, 61, 17, '29:46.0', 36.184326585268956, 98.14543628013482, 133, 88, 47, 'Male', 63.90643804495997, 1.946715152084231, 0.060489696, 45, 16.86319234028507, 103, 'High Risk'),
(104606, 99, 13, '28:46.0', 37.20604545841631, 97.99029565, 121, 75, 47, 'Female', 73.51714806701133, 1.8608364539659572, 0.095602317, 46, 21.23108751728743, 90.33333333333333, 'High Risk'),
(104607, 90, 15, '27:46.0', 36.34397641348702, 98.56683925263076, 126, 85, 68, 'Female', 73.77243970027499, 1.5308400964652173, 0.14362657133874243, 41, 31.47998293066704, 98.66666666666667, 'High Risk'),
(104608, 79, 13, '26:46.0', 36.44498673579861, 96.31919338651177, 135, 88, 25, 'Female', 57.645913032281335, 1.9462543163657624, 0.084431445, 47, 15.218412257961528, 103.66666666666667, 'High Risk'),
(104609, 67, 15, '25:46.0', 36.851318236711386, 95.20503559247544, 137, 71, 63, 'Male', 57.002053504847076, 1.7392756643570615, 0.082692181, 66, 18.843156737459342, 93, 'Low Risk'),
(104610, 86, 17, '24:46.0', 36.40990767180486, 95.72457314250377, 137, 71, 40, 'Male', 84.66979823092424, 1.6954749044595099, 0.05799724, 66, 29.45410243879698, 93, 'Low Risk'),
(104611, 92, 17, '23:46.0', 37.45402668660829, 99.10507081268395, 120, 76, 36, 'Female', 77.28432461808111, 1.7804108143846114, 0.14620316819406215, 44, 24.380969370949863, 90.66666666666667, 'High Risk'),
(104612, 96, 19, '22:46.0', 36.06272877725748, 96.54888485224274, 124, 79, 87, 'Male', 64.42655518337892, 1.5669565299391455, 0.092498189, 45, 26.239225604014415, 94, 'High Risk'),
(104613, 67, 14, '21:46.0', 36.521905466527784, 99.02205883203953, 127, 76, 26, 'Female', 57.27528716773586, 1.9669422262409315, 0.12633486042020398, 51, 14.804170139081528, 93, 'High Risk'),
(104614, 70, 12, '20:46.0', 36.92282786035623, 98.95703081530232, 122, 72, 83, 'Male', 92.07097729035907, 1.5755391406175236, 0.11098911016444388, 50, 37.09064277436883, 88.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(104615, 78, 14, '19:46.0', 36.51505686198011, 95.42410448478515, 126, 83, 83, 'Male', 75.67227880920458, 1.7692613501682297, 0.14541133718872426, 43, 24.17424013406678, 97.33333333333333, 'Low Risk'),
(104616, 78, 13, '18:46.0', 36.82511813547181, 95.63276506176317, 116, 78, 55, 'Female', 82.37844207563728, 1.5340174429145998, 0.12049468455986062, 38, 35.006845563352854, 90.66666666666667, 'High Risk'),
(104617, 99, 13, '17:46.0', 36.53955981050198, 96.52295143461372, 128, 70, 24, 'Female', 95.32269790921025, 1.5213114980914313, 0.093482149, 58, 41.18698772198327, 89.33333333333333, 'High Risk'),
(104618, 77, 14, '16:46.0', 37.03756656578303, 97.49525050233653, 119, 75, 46, 'Male', 85.90140184273329, 1.9659850837901254, 0.080478446, 44, 22.224899936796735, 89.66666666666667, 'Low Risk'),
(104619, 75, 16, '15:46.0', 36.88745266973129, 98.01643050667818, 136, 75, 56, 'Male', 93.41375609444033, 1.5781053723857363, 0.12379411058823314, 61, 37.509289552810465, 95.33333333333333, 'High Risk'),
(104620, 97, 12, '14:46.0', 36.39655329640114, 95.00206567, 111, 84, 26, 'Male', 60.70980329725026, 1.6559655467015837, 0.13794379333651358, 27, 22.13890986626639, 93, 'High Risk'),
(104621, 93, 17, '13:46.0', 36.17419671085756, 97.12703959803953, 139, 76, 26, 'Female', 63.77053310110111, 1.687874853336007, 0.082811707, 63, 22.384096101520825, 97, 'High Risk'),
(104622, 85, 12, '12:46.0', 37.116671236055375, 98.62660453463748, 112, 82, 75, 'Male', 62.27334325323235, 1.8806630993805729, 0.135979644, 30, 17.60678964423915, 92, 'High Risk'),
(104623, 70, 17, '11:46.0', 37.05799073163933, 95.63810753126054, 135, 80, 73, 'Male', 53.08644747276469, 1.7345730929799728, 0.1450413321695621, 55, 17.64405703471421, 98.33333333333333, 'High Risk'),
(104624, 92, 16, '10:46.0', 36.61222180079299, 96.00771280621771, 127, 85, 25, 'Female', 82.30481398807777, 1.9904674140232115, 0.066633738, 42, 20.773759213897257, 99, 'High Risk'),
(104625, 78, 14, '09:46.0', 36.25857697636927, 96.33603549904431, 139, 84, 89, 'Male', 85.85325476384395, 1.7606790492581026, 0.10022701351778732, 55, 27.694681265453582, 102.33333333333333, 'Low Risk'),
(104626, 70, 14, '08:46.0', 37.233996964857724, 97.66139109762173, 117, 81, 22, 'Male', 78.21584209113647, 1.9415556505490632, 0.12489512035484764, 36, 20.748898156746492, 93, 'Low Risk'),
(104627, 71, 13, '07:46.0', 36.46602073038562, 96.40382216367567, 123, 84, 63, 'Male', 82.81711132376245, 1.8138429138807617, 0.10035182751316112, 39, 25.17217444417259, 97, 'Low Risk'),
(104628, 63, 14, '06:46.0', 36.551880049786426, 96.89373315953264, 131, 89, 81, 'Male', 50.42226772354205, 1.5478650161939043, 0.062577759, 42, 21.045352509731984, 103, 'Low Risk'),
(104629, 92, 19, '05:46.0', 36.87354463490311, 97.44816583383715, 115, 86, 41, 'Male', 99.41217691463402, 1.961965819475215, 0.098680399, 29, 25.825974030846247, 95.66666666666667, 'High Risk'),
(104630, 63, 13, '04:46.0', 36.67537858988685, 96.61485097336764, 113, 75, 80, 'Female', 77.08599197195076, 1.8683111639245362, 0.1413219586689734, 38, 22.083964871726472, 87.66666666666667, 'Low Risk'),
(104631, 79, 15, '03:46.0', 36.18272885628307, 98.09335866241491, 112, 89, 27, 'Male', 64.63250489067512, 1.5337086100979729, 0.14496857798914575, 23, 27.47674456505213, 96.66666666666667, 'Low Risk'),
(104632, 67, 15, '02:46.0', 37.34653592416874, 98.88288533307708, 133, 77, 67, 'Male', 62.11332359526866, 1.5825529358662633, 0.10813911283205961, 56, 24.800947697581872, 95.66666666666666, 'Low Risk'),
(104633, 94, 15, '01:46.0', 37.427559732902324, 96.56524114500648, 127, 87, 62, 'Male', 51.99932778362575, 1.5616714039515962, 0.089303205, 40, 21.32153234407039, 100.33333333333333, 'High Risk'),
(104634, 66, 18, '00:46.0', 37.350325832457315, 98.23128501084888, 119, 85, 83, 'Male', 51.345636273950355, 1.9214897242203404, 0.084750078, 34, 13.906806357109268, 96.33333333333333, 'High Risk'),
(104635, 61, 18, '59:46.0', 36.29749577956691, 96.30569350365461, 133, 72, 74, 'Female', 94.20078306919278, 1.7581629442406468, 0.12058392344587424, 61, 30.474477495932568, 92.33333333333333, 'High Risk'),
(104636, 68, 17, '58:46.0', 36.87651574261927, 99.32559070363072, 129, 71, 42, 'Female', 98.28154205, 1.6896169906404026, 0.075635937, 58, 34.426702436130824, 90.33333333333333, 'High Risk'),
(104637, 66, 19, '57:46.0', 37.095899368629354, 98.18613388468285, 116, 72, 82, 'Female', 55.38968891819548, 1.9706562903934386, 0.057272742, 44, 14.262877696371374, 86.66666666666667, 'High Risk'),
(104638, 86, 18, '56:46.0', 36.32951983053567, 95.21211011111495, 135, 80, 83, 'Male', 87.16168197142561, 1.7291809278302641, 0.08704965, 55, 29.150414109582087, 98.33333333333333, 'Low Risk'),
(104639, 86, 16, '55:46.0', 36.05390724144921, 97.75619663670237, 129, 75, 80, 'Male', 89.15408965116617, 1.667953972815581, 0.14093817030580758, 54, 32.04594961896657, 93, 'High Risk'),
(104640, 60, 18, '54:46.0', 36.96085072621744, 97.47692599693828, 115, 71, 79, 'Male', 69.66275142604547, 1.7551120230958546, 0.10937184858739006, 44, 22.614705729933732, 85.66666666666667, 'Low Risk'),
(104641, 63, 17, '53:46.0', 36.402159071997104, 95.15278897117392, 132, 82, 74, 'Male', 59.52954707561969, 1.504554004345534, 0.12025133503125364, 50, 26.29765457338489, 98.66666666666666, 'Low Risk'),
(104642, 95, 17, '52:46.0', 36.295926416334645, 96.00075722070548, 117, 82, 71, 'Female', 67.69418784, 1.6048019909393196, 0.1064924611604856, 35, 26.28502977172419, 93.66666666666667, 'High Risk'),
(104643, 62, 15, '51:46.0', 36.51058804508869, 96.17604278702885, 125, 79, 47, 'Female', 69.99492087, 1.8495270513100066, 0.12497559851148114, 46, 20.461862004467882, 94.33333333333333, 'Low Risk'),
(104644, 80, 13, '50:46.0', 37.17177132, 98.74894250009288, 135, 80, 83, 'Male', 86.79455962844324, 1.852363667645645, 0.12807149295562184, 55, 25.29530939347659, 98.33333333333333, 'Low Risk'),
(104645, 68, 19, '49:46.0', 37.131274110309676, 99.06286241862541, 116, 77, 45, 'Male', 56.40947767408221, 1.9359904097432956, 0.086371262, 39, 15.050317959648853, 90, 'High Risk'),
(104646, 81, 17, '48:46.0', 37.138391706499256, 98.69301195841925, 119, 85, 43, 'Female', 57.01277740527992, 1.9048602562587027, 0.080637339, 34, 15.712524112660518, 96.33333333333333, 'High Risk'),
(104647, 77, 12, '47:46.0', 36.541458748929955, 97.62768345024696, 120, 73, 87, 'Female', 74.36143966377287, 1.5297693099988963, 0.097374121, 47, 31.775756692611743, 88.66666666666667, 'High Risk'),
(104648, 75, 19, '46:46.0', 36.50263193469094, 96.92470781887255, 139, 85, 33, 'Male', 81.50124583948792, 1.908182267391978, 0.1462573133432578, 54, 22.383321678543325, 103, 'Low Risk'),
(104649, 76, 16, '45:46.0', 37.33585202990516, 99.39688589932531, 117, 83, 39, 'Male', 59.07099743766466, 1.815857318832789, 0.060879101853012554, 34, 17.914754562123065, 94.33333333333333, 'High Risk'),
(104650, 89, 17, '44:46.0', 36.74113767437022, 97.62816456, 135, 75, 63, 'Female', 59.19737341812939, 1.7273856433724526, 0.12980885832853895, 60, 19.839184943743692, 95, 'Low Risk'),
(104651, 71, 12, '43:46.0', 36.692390900267824, 95.33091496, 128, 76, 70, 'Female', 78.66082609462688, 1.546103855014264, 0.095100399, 52, 32.90646095281483, 93.33333333333333, 'High Risk'),
(104652, 85, 16, '42:46.0', 36.04984785, 97.98354004759214, 128, 78, 59, 'Male', 53.838072695489565, 1.7917239352872383, 0.11278650480389033, 50, 16.770550308855473, 94.66666666666666, 'High Risk'),
(104653, 72, 14, '41:46.0', 37.384973954990826, 95.71970733254578, 115, 85, 76, 'Male', 99.31649745007772, 1.7100452444585628, 0.1189442580945887, 30, 33.963011551710956, 95, 'High Risk'),
(104654, 61, 12, '40:46.0', 37.37957568562268, 97.56124582881638, 132, 77, 89, 'Female', 86.75977057571961, 1.9538617660816757, 0.052804324021931394, 55, 22.726404163081085, 95.33333333333333, 'Low Risk'),
(104655, 74, 14, '39:46.0', 36.303397418919936, 98.97042288158225, 112, 84, 28, 'Male', 60.92418701639733, 1.5992483448852808, 0.1202651570760073, 28, 23.82088666019093, 93.33333333333333, 'Low Risk'),
(104656, 79, 16, '38:46.0', 36.948641915380726, 99.52981666, 135, 86, 39, 'Female', 85.80374270931944, 1.988307976374875, 0.11864982960871531, 49, 21.703957105291934, 102.33333333333333, 'Low Risk'),
(104657, 90, 15, '37:46.0', 37.23386316457331, 95.66462260474817, 131, 72, 42, 'Female', 86.04835383959518, 1.6150882042582098, 0.14892216230479338, 59, 32.98755108848415, 91.66666666666666, 'High Risk'),
(104658, 75, 18, '36:46.0', 36.87803430475838, 95.69712040886904, 135, 79, 81, 'Female', 71.08936865121885, 1.8053786945658516, 0.054583279036659715, 56, 21.810621004621563, 97.66666666666666, 'Low Risk'),
(104659, 99, 12, '35:46.0', 37.393484539504215, 96.08430303316693, 132, 87, 30, 'Male', 58.56294639321148, 1.527398480900993, 0.1447989580455619, 45, 25.10257133876734, 102, 'High Risk'),
(104660, 93, 15, '34:46.0', 37.01632992485254, 98.61372251899671, 114, 81, 72, 'Female', 94.10027675761289, 1.6860370849200248, 0.13657849651976206, 33, 33.10218450751306, 92, 'High Risk'),
(104661, 60, 19, '33:46.0', 37.07079783624749, 97.79516622186962, 129, 77, 47, 'Male', 79.54395608, 1.9592828692529836, 0.088135366, 52, 20.721104646520406, 94.33333333333333, 'Low Risk'),
(104662, 66, 15, '32:46.0', 36.197789671947724, 96.33284025473141, 112, 76, 71, 'Female', 56.832057313306436, 1.7851929291463178, 0.076053843, 36, 17.832944654925306, 88, 'High Risk'),
(104663, 82, 16, '31:46.0', 36.81142303485787, 97.39708351457601, 137, 88, 26, 'Female', 96.37330742027612, 1.7886426395196495, 0.091708851, 49, 30.12378951081179, 104.33333333333333, 'High Risk'),
(104664, 71, 12, '30:46.0', 37.212880106586105, 97.57586280661897, 136, 75, 27, 'Male', 89.59624771038449, 1.5432067208190827, 0.1257550655782707, 61, 37.62197666547896, 95.33333333333333, 'High Risk'),
(104665, 94, 15, '29:46.0', 37.36090148900186, 99.66344665528094, 114, 72, 80, 'Female', 68.72164851402954, 1.745817650474461, 0.1149057809339303, 42, 22.547365710833084, 86, 'High Risk'),
(104666, 80, 16, '28:46.0', 36.201566476332985, 98.18809410397105, 112, 88, 82, 'Female', 75.13435450284058, 1.9429371320548934, 0.1387431172268488, 24, 19.90311549026713, 96, 'Low Risk'),
(104667, 75, 15, '27:46.0', 36.04376228185277, 96.95601117073787, 125, 75, 45, 'Female', 63.06689357179041, 1.7016403644774523, 0.082557172, 50, 21.780401541661995, 91.66666666666666, 'Low Risk'),
(104668, 96, 12, '26:46.0', 36.16453987114371, 97.70517445820369, 132, 79, 70, 'Male', 51.16516610046037, 1.9231232689694362, 0.072886077, 53, 13.83439409149421, 96.66666666666666, 'High Risk'),
(104669, 87, 17, '25:46.0', 36.93537216212066, 95.93059469428842, 126, 84, 38, 'Female', 73.53643895, 1.9616921508154348, 0.056101873120029934, 42, 19.109128738838642, 98, 'Low Risk'),
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(104846, 76, 19, '28:46.0', 36.04401535104303, 95.55660122188017, 139, 73, 79, 'Male', 87.54739916548904, 1.919871935421984, 0.056124473, 66, 23.751920358569535, 95, 'Low Risk'),
(104847, 88, 17, '27:46.0', 36.55400567257261, 98.01785612383387, 112, 88, 28, 'Female', 66.38622028763855, 1.6869702989695745, 0.14381508108703678, 24, 23.32722455, 96, 'Low Risk'),
(104848, 94, 18, '26:46.0', 36.41803388794929, 96.24167700384254, 134, 71, 52, 'Male', 74.08829485, 1.9775546215674515, 0.10889898846397603, 63, 18.94491337553047, 92, 'High Risk'),
(104849, 80, 16, '25:46.0', 36.239245463826244, 99.91000969704598, 130, 85, 53, 'Female', 55.50998733094411, 1.9761203321448892, 0.062694236, 45, 14.214917876727004, 100, 'High Risk'),
(104850, 66, 16, '24:46.0', 36.70851613107971, 98.43619883400443, 123, 72, 87, 'Male', 86.20531017768633, 1.7464739062881438, 0.11587195000322627, 51, 28.26245059715277, 89, 'Low Risk'),
(104851, 63, 18, '23:46.0', 37.31340713, 96.32691548, 139, 75, 65, 'Male', 99.47877341139018, 1.9436652267099905, 0.083629668, 64, 26.332221026446884, 96.33333333333333, 'Low Risk'),
(104852, 89, 14, '22:46.0', 36.550424605538765, 96.60545170805754, 127, 77, 40, 'Female', 69.03028979679061, 1.9631281868485102, 0.13488820066239213, 50, 17.911929824677596, 93.66666666666666, 'High Risk'),
(104853, 87, 18, '21:46.0', 36.48041989387493, 97.46722084036645, 136, 71, 53, 'Female', 76.53291045104268, 1.5412554507014593, 0.067233819, 65, 32.21802975812264, 92.66666666666666, 'High Risk'),
(104854, 98, 19, '20:46.0', 37.21930209821389, 99.81897685266796, 121, 73, 34, 'Male', 89.07296236428141, 1.7970774858353509, 0.054733884, 48, 27.581144883650005, 89, 'High Risk'),
(104855, 66, 19, '19:46.0', 36.51986764573452, 95.48574931265604, 119, 76, 78, 'Female', 90.06306334717544, 1.896807444591374, 0.08422416, 43, 25.03226937800413, 90.33333333333333, 'Low Risk'),
(104856, 86, 16, '18:46.0', 37.33405365870204, 95.80761498564122, 134, 75, 20, 'Male', 62.71050247210131, 1.762385898641245, 0.12655507023185036, 59, 20.19009034, 94.66666666666666, 'Low Risk'),
(104857, 95, 14, '17:46.0', 36.068338515787794, 97.77509054944855, 128, 83, 66, 'Female', 55.469002999913165, 1.7290765977477887, 0.12169251024987164, 45, 18.553331066667845, 98, 'High Risk'),
(104858, 85, 13, '16:46.0', 36.34712632857569, 98.64397365, 110, 73, 83, 'Female', 88.77383529541237, 1.5183933917789687, 0.083626479, 37, 38.50493309675298, 85.33333333333333, 'High Risk'),
(104859, 97, 16, '15:46.0', 37.38514072307032, 96.09854891883802, 118, 76, 34, 'Female', 90.28372983861767, 1.8531590613626863, 0.075200351, 42, 26.289607214666766, 90, 'High Risk'),
(104860, 99, 13, '14:46.0', 36.194561963938256, 98.17876984432041, 111, 85, 80, 'Male', 94.90844672174613, 1.639161214268634, 0.11285162524526367, 26, 35.32332093906398, 93.66666666666667, 'High Risk'),
(104861, 60, 15, '13:46.0', 36.60372286774106, 99.22221137859195, 114, 71, 58, 'Male', 93.87104353671397, 1.648214668249159, 0.097331303, 43, 34.55445886755476, 85.33333333333333, 'High Risk'),
(104862, 89, 13, '12:46.0', 36.264363296205715, 97.08049656070364, 139, 78, 54, 'Female', 89.37386768963412, 1.8332182231509981, 0.077928499, 61, 26.59391162399431, 98.33333333333333, 'Low Risk'),
(104863, 88, 14, '11:46.0', 36.672355666231226, 95.21668632090626, 121, 87, 89, 'Male', 85.70249986605472, 1.615757540319719, 0.13057670151194453, 34, 32.82774924604339, 98.33333333333333, 'High Risk'),
(104864, 96, 16, '10:46.0', 37.285466362100244, 96.29824138229843, 130, 74, 58, 'Female', 71.73459713114075, 1.5340086105779434, 0.10565588200354037, 56, 30.48407832853706, 92.66666666666666, 'High Risk'),
(104865, 62, 17, '09:46.0', 36.66013403, 96.25352933503608, 139, 70, 55, 'Female', 83.08667065812674, 1.929967067605631, 0.082944482, 69, 22.306506541298333, 93, 'Low Risk'),
(104866, 76, 16, '08:46.0', 36.46790148490079, 99.25783389666272, 138, 79, 55, 'Female', 80.36845444208386, 1.915790263534974, 0.055145923134476006, 59, 21.897255864601842, 98.66666666666666, 'Low Risk'),
(104867, 94, 15, '07:46.0', 37.40416606407906, 98.36795682, 120, 71, 18, 'Male', 97.91687075237272, 1.6004761807115715, 0.061023704, 49, 38.22602113440404, 87.33333333333333, 'High Risk'),
(104868, 82, 13, '06:46.0', 37.361327477786986, 96.13683497, 127, 77, 72, 'Male', 80.64273016319837, 1.903474863606701, 0.14470055994601355, 50, 22.25722059619665, 93.66666666666666, 'Low Risk'),
(104869, 79, 14, '05:46.0', 36.501108434958624, 95.44900510725006, 123, 80, 83, 'Male', 63.99229998, 1.6930517819067796, 0.1287440389723671, 43, 22.324782543171064, 94.33333333333333, 'Low Risk'),
(104870, 91, 16, '04:46.0', 36.35656748553672, 95.81952797203436, 120, 88, 20, 'Male', 71.67038425774187, 1.5251889971573944, 0.084720405, 32, 30.810050189045615, 98.66666666666667, 'High Risk'),
(104871, 61, 19, '03:46.0', 37.20626196441256, 96.36297159311599, 115, 87, 89, 'Male', 85.64317233221371, 1.9068621614634635, 0.12518576920446806, 28, 23.553429078097228, 96.33333333333333, 'Low Risk'),
(104872, 76, 16, '02:46.0', 36.31808821957554, 95.51940585596881, 133, 72, 18, 'Female', 96.32451279416024, 1.9375875323452396, 0.067753117, 61, 25.65748941897932, 92.33333333333333, 'Low Risk'),
(104873, 65, 16, '01:46.0', 37.16099449375479, 97.31928433107794, 122, 81, 31, 'Female', 91.14517500129833, 1.6892370285756524, 0.12959839743858959, 41, 31.941293372612424, 94.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(104874, 71, 18, '00:46.0', 36.983249353228786, 99.22474845427115, 124, 79, 73, 'Female', 56.22424961653281, 1.7593781434776088, 0.056121115463477915, 45, 18.16374026296436, 94, 'High Risk'),
(104875, 90, 18, '59:46.0', 36.41033136635159, 96.02561591476616, 114, 79, 79, 'Male', 77.56885042929164, 1.7675096907450412, 0.085047755, 35, 24.829258390089905, 90.66666666666667, 'Low Risk'),
(104876, 69, 15, '58:46.0', 37.369483755797766, 96.93367679549618, 119, 75, 22, 'Male', 58.42530919280293, 1.6193766442522268, 0.1163686662751526, 44, 22.279491622804375, 89.66666666666667, 'Low Risk'),
(104877, 74, 17, '57:46.0', 36.84186964958262, 98.25316137626959, 123, 86, 31, 'Female', 55.19372021321355, 1.541731325376292, 0.1092955651700033, 37, 23.220537825208922, 98.33333333333333, 'Low Risk'),
(104878, 92, 14, '56:46.0', 37.024191706761506, 98.95408475, 121, 80, 47, 'Female', 56.89527810163005, 1.7794199755520967, 0.12882271246156857, 41, 17.968809373157953, 93.66666666666667, 'High Risk'),
(104879, 93, 12, '55:46.0', 37.08612274802567, 98.94293418821091, 135, 72, 62, 'Female', 92.07679825177311, 1.778189916, 0.13883401069436746, 63, 29.12017114141594, 93, 'High Risk'),
(104880, 63, 18, '54:46.0', 36.75926299824332, 98.88065022839343, 130, 80, 25, 'Female', 84.05026285448417, 1.5188575863498388, 0.14257735939560426, 50, 36.43384165476777, 96.66666666666666, 'High Risk'),
(104881, 93, 15, '53:46.0', 36.11207447042279, 97.21498850407838, 111, 78, 20, 'Male', 99.50586867174499, 1.9235007385784795, 0.088071945, 33, 26.894531330539365, 89, 'High Risk'),
(104882, 72, 14, '52:46.0', 37.30440124225991, 98.99392315842385, 129, 73, 79, 'Female', 80.96017682132353, 1.8978752376290413, 0.077119029, 56, 22.476885290622757, 91.66666666666666, 'Low Risk'),
(104883, 66, 16, '51:46.0', 37.11166237566736, 98.66308678957375, 110, 87, 61, 'Male', 82.41514697663844, 1.824054780707585, 0.06002193, 23, 24.77030095944004, 94.66666666666667, 'Low Risk'),
(104884, 99, 16, '50:46.0', 36.11251375, 97.28299466317668, 119, 81, 40, 'Male', 81.35328666, 1.6882341282238025, 0.11526177281569445, 38, 28.543666086254657, 93.66666666666667, 'High Risk'),
(104885, 99, 13, '49:46.0', 36.36856548853387, 97.79588210973905, 112, 71, 62, 'Female', 97.88671577828272, 1.9066281496311472, 0.13883051685751946, 41, 26.927234732812682, 84.66666666666667, 'High Risk'),
(104886, 74, 16, '48:46.0', 36.57475585219333, 97.62150259, 133, 87, 66, 'Female', 58.83714944360836, 1.9829192497028887, 0.050707708, 46, 14.963788669735703, 102.33333333333333, 'High Risk'),
(104887, 60, 17, '47:46.0', 36.278425320476835, 98.26537962277236, 130, 85, 71, 'Male', 76.97025000906326, 1.6926212850467517, 0.053506441, 45, 26.86601799957994, 100, 'Low Risk'),
(104888, 60, 19, '46:46.0', 36.849132873343216, 97.08294278841794, 114, 70, 61, 'Male', 73.89825566658476, 1.5621939225287966, 0.087106834, 44, 30.280587662378124, 84.66666666666667, 'High Risk'),
(104889, 65, 16, '45:46.0', 37.135829316582644, 99.97928589884798, 137, 84, 59, 'Male', 94.89538906815326, 1.7623705037704935, 0.11432199177735143, 53, 30.552776253968393, 101.66666666666666, 'High Risk'),
(104890, 77, 15, '44:46.0', 37.49412539548676, 99.35046895, 135, 82, 77, 'Male', 63.12873557170093, 1.738055319749193, 0.075019123, 53, 20.897767842124267, 99.66666666666666, 'Low Risk'),
(104891, 77, 13, '43:46.0', 37.12603302304768, 97.18780888, 125, 84, 51, 'Male', 53.57342980464551, 1.6543720451406716, 0.12544469729216184, 41, 19.57415780128842, 97.66666666666667, 'Low Risk'),
(104892, 68, 12, '42:46.0', 36.477200823081425, 97.93660213285702, 128, 77, 24, 'Female', 65.16282721, 1.5400857734857056, 0.068908233, 51, 27.47325394567453, 94, 'Low Risk'),
(104893, 93, 12, '41:46.0', 37.47003743499814, 99.00688777035117, 120, 85, 27, 'Female', 50.15025159184201, 1.5238182082630058, 0.11642953366703691, 35, 21.59766490759824, 96.66666666666667, 'High Risk'),
(104894, 92, 13, '40:46.0', 36.54360326742274, 98.60403478193355, 125, 76, 76, 'Female', 54.72836182937307, 1.5126453983668662, 0.098570521, 49, 23.918733920598743, 92.33333333333333, 'High Risk'),
(104895, 75, 15, '39:46.0', 36.10232824465683, 98.60852961170491, 136, 72, 63, 'Female', 97.18361654110812, 1.8680762154009298, 0.11739721974401257, 64, 27.84863253624787, 93.33333333333333, 'Low Risk'),
(104896, 91, 19, '38:46.0', 36.09158694953073, 98.37505022282986, 122, 85, 36, 'Female', 55.55052163533704, 1.9082408933551904, 0.085577763, 37, 15.255334841414752, 97.33333333333333, 'High Risk'),
(104897, 71, 17, '37:46.0', 36.95938473980604, 99.68577876650637, 119, 83, 38, 'Male', 81.52644670235617, 1.5267875009491885, 0.11759825122759544, 36, 34.973679216228376, 95, 'High Risk'),
(104898, 76, 12, '36:46.0', 36.39814755610668, 95.17262971979028, 132, 85, 23, 'Male', 87.29533692, 1.6730621728420005, 0.068338398, 47, 31.18651779145472, 100.66666666666667, 'High Risk'),
(104899, 86, 14, '35:46.0', 36.29927029284966, 97.97007887636636, 115, 76, 58, 'Female', 92.40461729184726, 1.633561031878772, 0.11756926646137336, 39, 34.62764391264683, 89, 'High Risk'),
(104900, 90, 14, '34:46.0', 36.802855771251814, 99.04398334644826, 124, 74, 43, 'Female', 79.25702049339651, 1.7141547750226642, 0.13105741509586566, 50, 26.973523191538032, 90.66666666666666, 'Low Risk'),
(104901, 82, 14, '33:46.0', 37.157397931443064, 97.29425973366216, 117, 78, 39, 'Female', 69.56388709289415, 1.8556244429049877, 0.065100948, 39, 20.202432873634415, 91, 'Low Risk'),
(104902, 85, 19, '32:46.0', 36.08553199555412, 98.72238395311042, 131, 80, 66, 'Female', 88.43506762655736, 1.870410504, 0.093334057, 51, 25.278461979392137, 97, 'Low Risk'),
(104903, 99, 14, '31:46.0', 37.026587284510256, 96.88858022543772, 117, 89, 19, 'Male', 56.54491507289989, 1.7622878690852342, 0.1190346135675965, 28, 18.207061227919493, 98.33333333333333, 'High Risk'),
(104904, 99, 17, '30:46.0', 36.19707519406436, 98.01999950051268, 114, 73, 84, 'Female', 53.70135549741006, 1.5573819237382411, 0.068375726, 41, 22.14088564, 86.66666666666667, 'High Risk'),
(104905, 68, 17, '29:46.0', 36.848462911362944, 95.60986273530956, 112, 74, 81, 'Female', 69.50964849734248, 1.8370098400525854, 0.067534469, 38, 20.597861188849663, 86.66666666666667, 'Low Risk'),
(104906, 77, 12, '28:46.0', 36.81558259215949, 96.27705501988785, 133, 80, 40, 'Female', 74.56517493410317, 1.6373085733119885, 0.090031966, 53, 27.814737732143143, 97.66666666666666, 'Low Risk'),
(104907, 66, 14, '27:46.0', 37.36319258, 95.47258984497999, 114, 74, 65, 'Female', 97.34943364429894, 1.8861443563455396, 0.12197795228100991, 40, 27.364251437752166, 87.33333333333333, 'Low Risk'),
(104908, 77, 16, '26:46.0', 36.34036171213355, 98.85304031939695, 118, 80, 66, 'Male', 56.079907831911825, 1.7228783894770436, 0.14437244740051697, 38, 18.89287469044638, 92.66666666666667, 'Low Risk'),
(104909, 79, 14, '25:46.0', 36.71941630715771, 99.76309576179275, 123, 70, 81, 'Female', 57.30472752753533, 1.580527852301827, 0.097797237, 53, 22.939616067865053, 87.66666666666666, 'Low Risk'),
(104910, 78, 18, '24:46.0', 36.73312846044291, 97.47996762153203, 139, 88, 34, 'Female', 68.27264877497274, 1.5320619790487449, 0.11164512195723997, 51, 29.086675293016118, 105, 'Low Risk'),
(104911, 76, 17, '23:46.0', 36.04551774272688, 98.48768686014033, 139, 72, 61, 'Male', 70.86596300375246, 1.8974072642541984, 0.060803568544760656, 67, 19.684145894305992, 94.33333333333333, 'Low Risk'),
(104912, 91, 16, '22:46.0', 37.21865014, 96.58123849111973, 136, 75, 49, 'Male', 99.81949397555418, 1.9052215799537118, 0.070113132, 61, 27.49947355837343, 95.33333333333333, 'High Risk'),
(104913, 71, 12, '21:46.0', 37.15090543735208, 96.93506485376102, 136, 84, 35, 'Female', 89.52276798680907, 1.8895978897551955, 0.14055434742349554, 52, 25.072330923616896, 101.33333333333333, 'Low Risk'),
(104914, 88, 12, '20:46.0', 37.04704918031117, 99.94091297, 122, 83, 55, 'Male', 60.35034274816901, 1.7574100796030403, 0.079069318, 39, 19.540402940179696, 96, 'Low Risk'),
(104915, 66, 13, '19:46.0', 36.93298336740503, 98.92679974068312, 112, 83, 54, 'Male', 71.71202516083517, 1.6870970830445406, 0.11551875244490005, 29, 25.194853542919628, 92.66666666666667, 'Low Risk'),
(104916, 69, 16, '18:46.0', 37.197565364670204, 99.78554846941962, 113, 76, 54, 'Male', 67.06860319817324, 1.6947197506240594, 0.13234021730530632, 37, 23.35196762756277, 88.33333333333333, 'Low Risk'),
(104917, 96, 18, '17:46.0', 36.83242919382524, 97.86229179059076, 114, 78, 52, 'Male', 77.66085875501753, 1.7270817879860578, 0.090262284, 36, 26.03612688656658, 90, 'High Risk'),
(104918, 62, 14, '16:46.0', 37.06350385590508, 98.22868862101546, 133, 82, 71, 'Male', 51.307039960159564, 1.508507476347695, 0.14331842050797688, 51, 22.546650141949883, 99, 'Low Risk'),
(104919, 72, 19, '15:46.0', 36.415274960138724, 97.55141344165439, 121, 71, 39, 'Female', 74.62089220502145, 1.8138382710223584, 0.097449198, 50, 22.68105832034031, 87.66666666666666, 'Low Risk'),
(104920, 73, 12, '14:46.0', 37.25254423062637, 98.13475600819743, 137, 80, 51, 'Male', 84.74331727991147, 1.9999282416689597, 0.06005391, 57, 21.187349661553966, 99, 'Low Risk'),
(104921, 85, 15, '13:46.0', 37.32841862582976, 98.06598551480654, 128, 73, 78, 'Female', 65.45765695903727, 1.8694562543866422, 0.14545919882745817, 55, 18.72965775813399, 91.33333333333333, 'Low Risk'),
(104922, 85, 18, '12:46.0', 36.37787477, 95.78211747153532, 113, 75, 73, 'Female', 56.82184972841622, 1.8859169914417864, 0.055978924, 38, 15.976079776648495, 87.66666666666667, 'High Risk'),
(104923, 98, 16, '11:46.0', 37.188320100345756, 99.53434068680534, 133, 85, 21, 'Female', 94.58249179, 1.8448747252751763, 0.056890509, 48, 27.789260456256248, 101, 'High Risk'),
(104924, 69, 16, '10:46.0', 36.19818267226654, 98.72533758913187, 135, 78, 82, 'Male', 70.99187258517225, 1.6533148203814028, 0.1368008308503461, 57, 25.971528765691183, 97, 'Low Risk'),
(104925, 88, 15, '09:46.0', 36.127821712466506, 99.34619609211424, 124, 75, 89, 'Male', 53.69773339938413, 1.6475081138902987, 0.068865454, 49, 19.783395353218545, 91.33333333333333, 'Low Risk'),
(104926, 75, 12, '08:46.0', 37.06262571797014, 96.00857195578573, 113, 78, 84, 'Female', 81.14296527988641, 1.7762586774952536, 0.097406267, 35, 25.718074455727056, 89.66666666666667, 'Low Risk'),
(104927, 96, 15, '07:46.0', 36.100330069314936, 99.31666176, 133, 87, 54, 'Female', 75.56957430131501, 1.8529972998359936, 0.12138660843920868, 46, 22.00885265023277, 102.33333333333333, 'High Risk'),
(104928, 92, 16, '06:46.0', 37.437933774021204, 97.77342181172995, 135, 86, 24, 'Female', 55.54249625755231, 1.7687895791254682, 0.11229788337444838, 49, 17.753053121760704, 102.33333333333333, 'High Risk'),
(104929, 94, 15, '05:46.0', 36.36301498333235, 98.16594560707127, 111, 71, 51, 'Male', 50.45567478421945, 1.6137119913126776, 0.14614490649682654, 40, 19.37572519672154, 84.33333333333333, 'High Risk'),
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(105105, 78, 17, '09:46.0', 36.65958632315046, 99.57295610814408, 122, 77, 24, 'Female', 78.56678811174112, 1.7998718472846784, 0.11935545550718617, 45, 24.252461907805014, 92, 'Low Risk'),
(105106, 71, 15, '08:46.0', 37.322753205024355, 96.98349417475983, 136, 72, 84, 'Female', 71.71857215912554, 1.836117265615608, 0.058037952086753344, 64, 21.27310118237245, 93.33333333333333, 'Low Risk'),
(105107, 81, 12, '07:46.0', 36.27031829901523, 97.27468112878456, 123, 87, 44, 'Female', 62.95141798776718, 1.780128100205368, 0.069463601, 36, 19.865660330444374, 99, 'Low Risk'),
(105108, 86, 18, '06:46.0', 37.20600585841793, 99.13309521340847, 119, 89, 68, 'Male', 66.67844251, 1.661813682915491, 0.082182154, 30, 24.144642864088656, 99, 'Low Risk'),
(105109, 98, 14, '05:46.0', 36.546023711673506, 98.37052612328843, 112, 73, 86, 'Male', 85.63261811845643, 1.7140392614086044, 0.09483733, 39, 29.14725706, 86, 'High Risk'),
(105110, 60, 17, '04:46.0', 36.639960081489804, 95.21552813780599, 123, 89, 51, 'Female', 69.99622391824033, 1.678067961516556, 0.050590916, 34, 24.857389663965186, 100.33333333333333, 'Low Risk'),
(105111, 97, 18, '03:46.0', 36.30210561954245, 96.70741743015599, 116, 86, 30, 'Male', 53.57690267654407, 1.9843746832750215, 0.065106476, 30, 13.605993143780811, 96, 'High Risk'),
(105112, 74, 12, '02:46.0', 36.81749046018888, 98.59968446418173, 120, 80, 52, 'Female', 51.784265941343946, 1.7950878307433762, 0.12431470524626545, 40, 16.07039008840964, 93.33333333333333, 'High Risk'),
(105113, 65, 12, '01:46.0', 36.28141214027051, 99.91504545, 138, 77, 54, 'Female', 69.61067269700331, 1.7147526820722607, 0.14812776439275613, 61, 23.674065727905802, 97.33333333333333, 'Low Risk'),
(105114, 61, 12, '00:46.0', 36.31078367582652, 99.22129936724468, 119, 84, 74, 'Female', 75.56333085, 1.9981946416835932, 0.14380286374089835, 35, 18.92498366740488, 95.66666666666667, 'Low Risk'),
(105115, 76, 15, '59:46.0', 36.67255398748437, 99.84019068946178, 134, 88, 72, 'Male', 67.87645293764886, 1.7298023907081805, 0.14338899742975314, 46, 22.68434026323415, 103.33333333333333, 'Low Risk'),
(105116, 89, 17, '58:46.0', 37.39890963477792, 99.01758543015818, 116, 73, 78, 'Male', 73.914967, 1.5249254690913414, 0.11852408954839427, 43, 31.785946739532854, 87.33333333333333, 'High Risk'),
(105117, 80, 12, '57:46.0', 36.65868792912311, 97.60470115610421, 137, 89, 48, 'Male', 81.41221305057687, 1.8483703344877425, 0.060896305, 48, 23.82931625405514, 105, 'Low Risk'),
(105118, 78, 14, '56:46.0', 36.21903142429437, 98.50991319662879, 122, 85, 49, 'Female', 78.94700873498839, 1.5362872649458468, 0.060038195, 37, 33.44959150906143, 97.33333333333333, 'High Risk'),
(105119, 86, 13, '55:46.0', 37.18629946652464, 95.57297980309876, 116, 78, 39, 'Male', 81.77923333109415, 1.8173575033129419, 0.060403434, 38, 24.76066463559436, 90.66666666666667, 'Low Risk'),
(105120, 90, 14, '54:46.0', 36.629116760661454, 98.76726164208213, 132, 73, 62, 'Female', 76.20932737109294, 1.5606595996554207, 0.1279027581624758, 59, 31.28900498084823, 92.66666666666666, 'High Risk'),
(105121, 80, 16, '53:46.0', 37.20961219124214, 99.32725109, 134, 78, 46, 'Male', 74.51043096580167, 1.8505934062296108, 0.054090969, 56, 21.75680175435436, 96.66666666666666, 'Low Risk'),
(105122, 61, 17, '52:46.0', 36.165454494182576, 98.32653414, 110, 82, 41, 'Female', 55.568355139277536, 1.8507961018355599, 0.093927687, 28, 16.22222382818724, 91.33333333333333, 'High Risk'),
(105123, 80, 15, '51:46.0', 36.88736566818057, 99.12431687034267, 123, 84, 57, 'Female', 57.478785014264346, 1.7248222377552875, 0.1150581124065817, 39, 19.32052368479611, 97, 'Low Risk'),
(105124, 99, 18, '50:46.0', 36.35740135503601, 98.64560725, 119, 79, 80, 'Female', 73.07230985320774, 1.8239742110493764, 0.11288142062960044, 40, 21.964202984604146, 92.33333333333333, 'High Risk'),
(105125, 75, 14, '49:46.0', 36.14856039506335, 97.47233484, 133, 73, 63, 'Male', 74.88697488055442, 1.52881656, 0.076140895, 60, 32.04022305648995, 93, 'High Risk'),
(105126, 76, 18, '48:46.0', 36.97584186317487, 96.26173487520734, 131, 75, 63, 'Male', 57.55484073842752, 1.5789468909625746, 0.11562189003905951, 56, 23.085900080319302, 93.66666666666666, 'Low Risk'),
(105127, 73, 14, '47:46.0', 37.18651634, 97.27548216351505, 124, 78, 77, 'Male', 77.76631081075776, 1.8137243863750587, 0.087256736, 46, 23.64007837773739, 93.33333333333333, 'Low Risk'),
(105128, 80, 12, '46:46.0', 36.13165561896758, 99.86157849851382, 121, 72, 78, 'Female', 84.25174417695288, 1.7932359588595959, 0.13530686032258404, 49, 26.200164763220823, 88.33333333333333, 'Low Risk'),
(105129, 89, 16, '45:46.0', 36.46418876689607, 95.23787002907902, 131, 82, 69, 'Male', 62.37223058335232, 1.5330142966635043, 0.055043903, 49, 26.53987454963228, 98.33333333333333, 'Low Risk'),
(105130, 65, 17, '44:46.0', 36.88046917311747, 98.36788138156452, 134, 86, 24, 'Male', 86.64710457673316, 1.6673459993406046, 0.05682144, 48, 31.167544711740995, 102, 'High Risk'),
(105131, 74, 13, '43:46.0', 36.60125840735319, 96.67502240133611, 138, 72, 40, 'Female', 77.61850164432258, 1.5165948530925146, 0.067517901, 66, 33.74629504653364, 94, 'High Risk'),
(105132, 82, 19, '42:46.0', 36.08577952612154, 98.68835221757908, 126, 71, 39, 'Female', 72.06474740245204, 1.7475849962986958, 0.073351979, 55, 23.596427392841104, 89.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(105133, 61, 13, '41:46.0', 36.00048287093359, 95.70439195, 126, 86, 60, 'Female', 80.24016186639577, 1.5510157255876014, 0.050625977, 40, 33.354880872299155, 99.33333333333333, 'High Risk'),
(105134, 91, 19, '40:46.0', 37.24087147400482, 99.54502892, 118, 70, 29, 'Male', 90.45042862, 1.9811564666337493, 0.083303467, 48, 23.044807065539455, 86, 'High Risk'),
(105135, 76, 14, '39:46.0', 37.15354160085195, 99.27967628931552, 122, 81, 23, 'Female', 75.45116597072975, 1.993348268258955, 0.087055465, 41, 18.988890454641766, 94.66666666666667, 'Low Risk'),
(105136, 74, 17, '38:46.0', 36.50760065826914, 97.97065612004594, 126, 80, 54, 'Male', 59.80051687719231, 1.879226669465039, 0.10458468661078706, 46, 16.933494980736793, 95.33333333333333, 'High Risk'),
(105137, 80, 17, '37:46.0', 36.54054381775076, 96.68879609, 128, 88, 84, 'Female', 74.61554719176144, 1.9065787986098297, 0.089832431, 40, 20.526731880626308, 101.33333333333333, 'Low Risk'),
(105138, 69, 15, '36:46.0', 36.00368293835253, 96.40094111266049, 126, 87, 78, 'Male', 61.84899171147772, 1.6688102772411293, 0.07150118, 39, 22.20847269804458, 100, 'Low Risk'),
(105139, 91, 14, '35:46.0', 36.825561390978166, 96.39623055666725, 116, 71, 76, 'Male', 88.21112693530797, 1.8245638110934836, 0.10846563200104797, 45, 26.497521732476148, 86, 'High Risk'),
(105140, 76, 14, '34:46.0', 36.755413516562626, 99.15156722322125, 130, 78, 74, 'Female', 93.03990692, 1.8452165116790107, 0.086031315, 52, 27.32590806595936, 95.33333333333333, 'Low Risk'),
(105141, 66, 16, '33:46.0', 37.26480452877897, 99.40484677303209, 112, 71, 69, 'Female', 51.232840978428236, 1.6467842845610496, 0.087607281, 41, 18.891872744715446, 84.66666666666667, 'Low Risk'),
(105142, 72, 18, '32:46.0', 37.045305283265904, 96.07191661544213, 130, 84, 73, 'Male', 66.12185474481464, 1.7819015341677882, 0.1263111269644837, 46, 20.82464581663405, 99.33333333333333, 'Low Risk'),
(105143, 70, 13, '31:46.0', 36.52963780654974, 95.34988763, 117, 87, 64, 'Female', 96.58724034445086, 1.5561141696039225, 0.1424756879750802, 30, 39.887502379943044, 97, 'High Risk'),
(105144, 82, 16, '30:46.0', 36.51366467206009, 98.66317540667214, 110, 76, 23, 'Female', 74.71477021250848, 1.7862475806246003, 0.081101774, 34, 23.416563363998364, 87.33333333333333, 'Low Risk'),
(105145, 95, 17, '29:46.0', 36.65309743259554, 98.09254405535765, 112, 82, 41, 'Female', 66.08043265021625, 1.8387229938917302, 0.087737656, 30, 19.545206515244374, 92, 'High Risk'),
(105146, 76, 19, '28:46.0', 36.20057218645196, 98.13529995, 126, 86, 62, 'Male', 92.23243540615178, 1.7171209175836726, 0.084387623, 40, 31.281092962196823, 99.33333333333333, 'High Risk'),
(105147, 83, 19, '27:46.0', 36.240536822100054, 95.65303768991886, 139, 81, 30, 'Female', 63.57508391329536, 1.525956944169276, 0.13401028102032414, 58, 27.302497893873895, 100.33333333333333, 'Low Risk'),
(105148, 86, 18, '26:46.0', 37.26642830686596, 95.93626655608175, 116, 71, 64, 'Female', 56.78976068342526, 1.807531392830565, 0.061241139, 45, 17.38194378348124, 86, 'High Risk'),
(105149, 63, 13, '25:46.0', 36.55426032335723, 98.14173433937991, 138, 88, 62, 'Female', 51.96452499394055, 1.9993625842972167, 0.11398362450781092, 50, 12.999415959933305, 104.66666666666666, 'High Risk'),
(105150, 83, 12, '24:46.0', 37.32320112462203, 95.88092673481432, 133, 73, 76, 'Female', 53.79815950131091, 1.5279804261169696, 0.067183096, 60, 23.042618867929203, 93, 'Low Risk'),
(105151, 85, 15, '23:46.0', 36.23237041, 96.70035625374061, 121, 76, 88, 'Female', 78.93649179, 1.5582759726013995, 0.10048405299430327, 45, 32.507911778115975, 91, 'High Risk'),
(105152, 89, 12, '22:46.0', 36.53452962766711, 99.82379343754693, 115, 86, 67, 'Male', 72.66068853256705, 1.96755364, 0.08965291, 29, 18.76922526231014, 95.66666666666667, 'Low Risk'),
(105153, 96, 14, '21:46.0', 37.012775779635454, 96.24411993542867, 129, 78, 24, 'Male', 70.35654905168312, 1.5436206790440603, 0.1261269420574882, 51, 29.527273958753668, 95, 'High Risk'),
(105154, 73, 19, '20:46.0', 37.18268640382388, 97.81120132701125, 110, 71, 40, 'Male', 85.62784387608366, 1.9742155546324174, 0.10261889381687225, 39, 21.96978819, 84, 'Low Risk'),
(105155, 76, 15, '19:46.0', 37.044500722885914, 95.79803211105201, 122, 80, 61, 'Female', 59.313798222085104, 1.880269795632159, 0.1280835488068029, 42, 16.77704216827375, 94, 'High Risk'),
(105156, 93, 15, '18:46.0', 36.41549074541163, 99.67888790935608, 123, 79, 37, 'Female', 62.96125884, 1.6409572346066654, 0.094443147, 44, 23.381850360026828, 93.66666666666667, 'High Risk'),
(105157, 95, 14, '17:46.0', 37.23842483631486, 97.68128090585061, 123, 79, 51, 'Female', 79.0089362, 1.846696272218257, 0.13223789486728818, 44, 23.16782528330902, 93.66666666666667, 'High Risk'),
(105158, 97, 15, '16:46.0', 37.16043864335045, 95.02295335675232, 134, 73, 32, 'Female', 98.74583284810763, 1.537717370678923, 0.10911694468096675, 61, 41.76050447605617, 93.33333333333333, 'High Risk'),
(105159, 97, 15, '15:46.0', 36.24217645187459, 99.79466382742412, 122, 81, 81, 'Female', 72.94598866503173, 1.8730245839436683, 0.079115922, 41, 20.79287101664778, 94.66666666666667, 'High Risk'),
(105160, 71, 12, '14:46.0', 36.61380585396856, 99.46195160934336, 139, 81, 43, 'Female', 91.60099254889451, 1.939147892178351, 0.077596593, 58, 24.360057805565937, 100.33333333333333, 'Low Risk'),
(105161, 92, 12, '13:46.0', 36.73243683, 99.98934466926325, 129, 76, 85, 'Male', 93.49426818763311, 1.592318795040637, 0.13445720175976505, 53, 36.87439842309192, 93.66666666666666, 'High Risk'),
(105162, 90, 17, '12:46.0', 36.13299278606847, 95.51940837043942, 135, 73, 19, 'Male', 87.66762038425586, 1.7088789833394302, 0.12294090945468374, 62, 30.020408745340934, 93.66666666666666, 'High Risk'),
(105163, 86, 14, '11:46.0', 36.51820649518293, 98.74223474244775, 130, 81, 27, 'Female', 59.98991069047503, 1.9046347028054436, 0.052001788, 49, 16.536927766356374, 97.33333333333333, 'High Risk'),
(105164, 70, 16, '10:46.0', 36.92284088, 96.9576174, 136, 83, 60, 'Male', 64.82772160632564, 1.7639561147419318, 0.055438311, 53, 20.834601879191716, 100.66666666666666, 'Low Risk'),
(105165, 94, 16, '09:46.0', 36.595302280134455, 96.37495141948568, 115, 81, 51, 'Male', 76.60741615, 1.9506856203627665, 0.12675452241715615, 34, 20.132432394953995, 92.33333333333333, 'High Risk'),
(105166, 61, 16, '08:46.0', 36.23131177515081, 98.47979710403398, 138, 79, 34, 'Male', 70.20827859655923, 1.7098492040794633, 0.13118229943449805, 59, 24.01445327913447, 98.66666666666666, 'Low Risk'),
(105167, 98, 17, '07:46.0', 37.10112493670914, 97.70985501092501, 128, 75, 84, 'Female', 92.21137185, 1.8969168719233311, 0.074703029, 53, 25.626416745991207, 92.66666666666666, 'High Risk'),
(105168, 85, 14, '06:46.0', 36.87851020587957, 99.76349838797998, 119, 82, 85, 'Male', 56.739175295102456, 1.6135472772815749, 0.1419981385313258, 37, 21.79313099479824, 94.33333333333333, 'Low Risk'),
(105169, 96, 13, '05:46.0', 37.27896509679192, 99.01396811, 110, 83, 84, 'Female', 59.98444682269154, 1.7228732636904767, 0.14025122768796824, 27, 20.20840305097284, 92, 'High Risk'),
(105170, 85, 16, '04:46.0', 36.1677326, 95.98834061537949, 139, 70, 63, 'Female', 54.444867534714916, 1.5065046840559282, 0.1390411549788904, 69, 23.989211468962736, 93, 'Low Risk'),
(105171, 71, 16, '03:46.0', 37.00163984337365, 96.69005566331909, 117, 86, 86, 'Male', 56.22913540493592, 1.5126405928045101, 0.094989913, 31, 24.574795022259618, 96.33333333333333, 'Low Risk'),
(105172, 68, 16, '02:46.0', 37.45321703, 98.12907407934672, 118, 86, 38, 'Female', 93.83643569092447, 1.8408083206677004, 0.11940560533821248, 32, 27.692002720565068, 96.66666666666667, 'Low Risk'),
(105173, 89, 14, '01:46.0', 36.84551816536466, 95.55150905835454, 136, 89, 26, 'Female', 64.22128996081129, 1.8397726079627468, 0.099338932, 47, 18.97364312839142, 104.66666666666667, 'Low Risk'),
(105174, 81, 12, '00:46.0', 37.492066036200484, 97.46628206913952, 131, 83, 71, 'Male', 98.25190152344894, 1.973287755976973, 0.099171493, 48, 25.232490706969777, 99, 'Low Risk'),
(105175, 63, 14, '59:46.0', 37.19459202402758, 96.71528085, 113, 85, 24, 'Male', 76.45921136741448, 1.960432431643865, 0.055147166, 28, 19.894180649768924, 94.33333333333333, 'Low Risk'),
(105176, 89, 18, '58:46.0', 36.02353758299174, 97.50322413551284, 139, 88, 80, 'Female', 82.00056149117368, 1.7826650592520965, 0.11205378183692288, 51, 25.80342298421276, 105, 'Low Risk'),
(105177, 98, 18, '57:46.0', 36.66738354639988, 95.09097489544611, 118, 77, 36, 'Male', 60.54421629993604, 1.8798716785837966, 0.13121103640503118, 41, 17.13232293092125, 90.66666666666667, 'High Risk'),
(105178, 80, 14, '56:46.0', 36.05532044752408, 95.36753276931087, 136, 80, 85, 'Male', 83.78000096606485, 1.8276306364482728, 0.11826043420094033, 56, 25.082077305071262, 98.66666666666666, 'Low Risk'),
(105179, 73, 19, '55:46.0', 36.71588479078115, 97.53768114232999, 128, 82, 71, 'Female', 82.67765024, 1.5328835915075867, 0.087129171, 46, 35.18598995390136, 97.33333333333333, 'High Risk'),
(105180, 94, 18, '54:46.0', 36.85626539105966, 98.69819859713196, 132, 77, 23, 'Male', 57.86010979737953, 1.9886502153432413, 0.13490575908736763, 55, 14.630610558503127, 95.33333333333333, 'High Risk'),
(105181, 64, 17, '53:46.0', 36.80650088252631, 97.02768782607758, 134, 77, 53, 'Female', 54.40132061465324, 1.7165952923964867, 0.12835928117611228, 57, 18.461781562731918, 96, 'High Risk'),
(105182, 63, 12, '52:46.0', 37.36860043, 96.03454440817656, 139, 76, 83, 'Female', 56.64346569859314, 1.5226233396188964, 0.076837796, 63, 24.43232812614768, 97, 'Low Risk'),
(105183, 66, 13, '51:46.0', 37.18110240844893, 95.79279915419039, 139, 75, 86, 'Female', 65.69289055436946, 1.838265169713034, 0.062227453537093025, 64, 19.440259355179855, 96.33333333333333, 'Low Risk'),
(105184, 93, 15, '50:46.0', 37.30642761, 99.98697513971103, 113, 86, 77, 'Male', 80.63478830476933, 1.9786735726152371, 0.059705914021041834, 27, 20.595585532439006, 95, 'High Risk'),
(105185, 89, 14, '49:46.0', 36.98229119384918, 95.03537957347555, 111, 86, 87, 'Female', 71.73251529287847, 1.8249263214114686, 0.062013174170196174, 25, 21.53899270838791, 94.33333333333333, 'Low Risk'),
(105186, 67, 13, '48:46.0', 37.03304173326317, 97.20906072394287, 123, 83, 84, 'Female', 51.80935365548978, 1.8624749929185271, 0.10671445170366944, 40, 14.93575818966389, 96.33333333333333, 'High Risk'),
(105187, 87, 17, '47:46.0', 36.517448770057996, 95.00576653733943, 128, 85, 73, 'Female', 76.74740989249118, 1.9795142913019763, 0.13542243621756128, 43, 19.58603131587126, 99.33333333333333, 'Low Risk'),
(105188, 80, 16, '46:46.0', 37.32989158700115, 96.51189092, 135, 82, 59, 'Female', 88.32294883681477, 1.7880487302042438, 0.097960248, 53, 27.62579973911495, 99.66666666666666, 'Low Risk'),
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(105365, 73, 19, '49:46.0', 36.65067992968873, 95.85569902442634, 117, 78, 25, 'Female', 52.07858243080031, 1.5637831168742629, 0.082742539, 39, 21.29639602287369, 91, 'Low Risk'),
(105366, 91, 13, '48:46.0', 36.402047419765715, 99.71376622722453, 116, 79, 55, 'Male', 55.98882579669035, 1.7722720133249543, 0.11672563517527487, 37, 17.825454036932317, 91.33333333333333, 'High Risk'),
(105367, 94, 18, '47:46.0', 36.78861688168596, 95.06730352745339, 112, 73, 36, 'Female', 56.080498964141306, 1.6766435775870123, 0.11641138696220295, 39, 19.949424404172262, 86, 'High Risk'),
(105368, 81, 16, '46:46.0', 36.80765061547461, 96.12799190928996, 134, 87, 65, 'Female', 55.075031556333066, 1.8985875551136067, 0.075933514, 47, 15.278949483733472, 102.66666666666667, 'High Risk'),
(105369, 98, 15, '45:46.0', 36.41702600564206, 98.62817934, 116, 75, 67, 'Male', 52.79225316056846, 1.9268939744967142, 0.072944195, 41, 14.218525481359194, 88.66666666666667, 'High Risk'),
(105370, 73, 16, '44:46.0', 37.307467670333104, 99.57019524022657, 135, 77, 18, 'Female', 96.18976912084943, 1.853618669827448, 0.086203184, 58, 27.995491220037557, 96.33333333333333, 'Low Risk'),
(105371, 70, 18, '43:46.0', 36.639765995968055, 99.82574745185657, 131, 82, 86, 'Female', 91.83234069341022, 1.826358825875338, 0.12157996285515503, 49, 27.531092063739834, 98.33333333333333, 'Low Risk'),
(105372, 61, 13, '42:46.0', 36.40866717507547, 97.34711588699199, 139, 87, 87, 'Female', 95.61819073, 1.7070914156497987, 0.072305144, 52, 32.81156648475422, 104.33333333333333, 'High Risk'),
(105373, 70, 12, '41:46.0', 37.48894360630576, 96.93766943496898, 124, 71, 48, 'Female', 93.71410180883386, 1.5457935093363702, 0.055875547665004424, 53, 39.21949418897983, 88.66666666666666, 'High Risk'),
(105374, 89, 16, '40:46.0', 37.44809143910782, 97.71880316092916, 112, 86, 73, 'Female', 57.04140558543826, 1.792503517458662, 0.1079982212689373, 26, 17.75293592171355, 94.66666666666667, 'High Risk'),
(105375, 90, 15, '39:46.0', 37.351096370007184, 97.90202895773989, 113, 73, 55, 'Female', 99.66818340613068, 1.5828718109582298, 0.12709368410488414, 40, 39.780025107519286, 86.33333333333333, 'High Risk'),
(105376, 77, 15, '38:46.0', 36.04164011029866, 99.43454856214998, 117, 76, 53, 'Female', 93.24740910441886, 1.9778652094874536, 0.11736545795440688, 41, 23.83654963571051, 89.66666666666667, 'Low Risk'),
(105377, 74, 16, '37:46.0', 36.152408841165055, 98.47909636661888, 131, 78, 42, 'Female', 95.97231051929178, 1.9893708799140883, 0.050145993, 53, 24.250150456577842, 95.66666666666666, 'Low Risk'),
(105378, 92, 13, '36:46.0', 36.74089834080155, 95.54684648769157, 135, 72, 43, 'Female', 56.197315401999965, 1.6203985183704335, 0.088256017, 63, 21.402864134644854, 93, 'High Risk'),
(105379, 83, 18, '35:46.0', 36.61186715866739, 95.32558867732119, 132, 85, 44, 'Female', 76.02690129, 1.8551890204331443, 0.064008183, 47, 22.08975805382078, 100.66666666666667, 'Low Risk'),
(105380, 81, 12, '34:46.0', 37.48575727285105, 96.91034353129663, 121, 72, 85, 'Male', 66.99156703511873, 1.849862832472152, 0.14731069578768363, 49, 19.576772028413714, 88.33333333333333, 'Low Risk'),
(105381, 64, 18, '33:46.0', 36.43737553929954, 96.62869472208084, 120, 73, 27, 'Male', 89.29454909757396, 1.642969777660193, 0.12114117879029407, 47, 33.080022724840696, 88.66666666666667, 'High Risk'),
(105382, 95, 12, '32:46.0', 36.50918334816935, 95.45937600905414, 126, 89, 75, 'Female', 57.668772926770245, 1.7077582444683397, 0.053204001151045434, 37, 19.77369947378114, 101.33333333333333, 'High Risk'),
(105383, 81, 15, '31:46.0', 37.435899942499546, 97.31402376470423, 113, 89, 82, 'Female', 90.30061468307797, 1.8191495017432109, 0.1371057054017407, 24, 27.286882637679557, 97, 'Low Risk'),
(105384, 97, 17, '30:46.0', 36.73531611820473, 96.98115203724852, 127, 78, 27, 'Female', 52.77978208869995, 1.6332169801212078, 0.11582972405904902, 49, 19.786993895383695, 94.33333333333333, 'High Risk'),
(105385, 62, 18, '29:46.0', 37.20223870032647, 95.72863905772667, 138, 79, 58, 'Female', 87.00745310918781, 1.8887957592905689, 0.14267639, 59, 24.38857682356336, 98.66666666666666, 'Low Risk'),
(105386, 97, 14, '28:46.0', 36.36739753746926, 98.98163036344874, 132, 73, 36, 'Male', 61.76896452581477, 1.6101979207965136, 0.06972627, 59, 23.823841881046707, 92.66666666666666, 'High Risk'),
(105387, 62, 14, '27:46.0', 36.95717062, 99.13828584724439, 127, 76, 48, 'Female', 54.32306276248824, 1.527374631, 0.088271856, 51, 23.285903955888372, 93, 'Low Risk'),
(105388, 60, 12, '26:46.0', 36.677608633377716, 98.25474242, 125, 86, 64, 'Female', 66.63547271103096, 1.5201253669957784, 0.14270900146153864, 39, 28.836773767111136, 99, 'Low Risk'),
(105389, 87, 16, '25:46.0', 36.79609952833571, 95.79775308210495, 132, 78, 82, 'Male', 51.24766258981764, 1.7582150511446435, 0.1436359556264203, 54, 16.57792135291602, 96, 'High Risk'),
(105390, 62, 15, '24:46.0', 36.18078675323538, 95.69340510656103, 113, 81, 59, 'Male', 74.15942391617251, 1.961739689332147, 0.14851929588433815, 32, 19.270083215004437, 91.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(105391, 66, 18, '23:46.0', 37.19798486, 95.54624723, 128, 77, 32, 'Male', 92.72246761774309, 1.6679242951026487, 0.082557505, 51, 33.329769605640315, 94, 'High Risk'),
(105392, 94, 14, '22:46.0', 36.167399445950245, 97.36598254258811, 120, 87, 82, 'Female', 50.522489362590974, 1.5730089367281481, 0.11303119903718534, 33, 20.418430733288655, 98, 'High Risk'),
(105393, 96, 15, '21:46.0', 36.091720104488935, 96.05772250609523, 137, 77, 42, 'Female', 60.80811167603247, 1.5152709201095305, 0.062764961, 60, 26.483839043370022, 97, 'High Risk'),
(105394, 82, 14, '20:46.0', 36.94906125192533, 96.65105236604357, 136, 83, 50, 'Male', 69.64636963352255, 1.5693649047293146, 0.13690667819431357, 53, 28.278125051967514, 100.66666666666666, 'Low Risk'),
(105395, 73, 12, '19:46.0', 36.03172823881784, 97.30263672035206, 117, 88, 57, 'Female', 52.59952763043211, 1.9565939808760826, 0.1188086091623173, 29, 13.73980020896862, 97.66666666666667, 'High Risk'),
(105396, 84, 13, '18:46.0', 37.29906801302215, 95.32383276193305, 117, 78, 67, 'Male', 96.79143965229113, 1.8319856325275112, 0.096100004, 39, 28.83983841519558, 91, 'Low Risk'),
(105397, 91, 13, '17:46.0', 36.617941010208426, 97.40482058376887, 120, 87, 70, 'Female', 99.04680320668157, 1.5303223320801314, 0.11992349955243013, 33, 42.29359780741965, 98, 'High Risk'),
(105398, 85, 13, '16:46.0', 37.22701169516587, 96.81374605, 116, 78, 30, 'Male', 64.49537196302337, 1.8126749995698503, 0.11037861285528282, 38, 19.628570031758507, 90.66666666666667, 'Low Risk'),
(105399, 60, 19, '15:46.0', 37.40626068490278, 96.50300359189409, 117, 70, 37, 'Female', 59.218240355719246, 1.7484354306392003, 0.10184066343842635, 47, 19.371190019191875, 85.66666666666667, 'Low Risk'),
(105400, 77, 13, '14:46.0', 36.49678662886175, 96.74392907397578, 131, 72, 34, 'Female', 85.84154201811106, 1.5976514304826899, 0.1323413714625012, 59, 33.63050937696057, 91.66666666666666, 'High Risk'),
(105401, 79, 16, '13:46.0', 36.86684483145203, 95.29791628, 134, 79, 64, 'Male', 52.04611090228904, 1.8198198071147245, 0.12417274764652367, 55, 15.715619580948802, 97.33333333333333, 'High Risk'),
(105402, 96, 18, '12:46.0', 36.50431000887539, 97.30156987140612, 139, 85, 33, 'Female', 93.70777934, 1.6084007067175339, 0.1283484228783915, 54, 36.223226853202654, 103, 'High Risk'),
(105403, 67, 17, '11:46.0', 37.11698265668928, 95.30042501817074, 133, 75, 88, 'Female', 65.29839232301131, 1.694303199, 0.095530311, 58, 22.74679571, 94.33333333333333, 'Low Risk'),
(105404, 61, 16, '10:46.0', 36.81014130468433, 99.43407585611824, 127, 70, 25, 'Male', 99.69742172230606, 1.9526498874684917, 0.1370357603796362, 57, 26.147800676014338, 89, 'Low Risk'),
(105405, 79, 17, '09:46.0', 37.13950941591181, 95.25393444399312, 135, 81, 63, 'Male', 62.24239687198251, 1.565194338604771, 0.068649092, 54, 25.40678846385678, 99, 'Low Risk'),
(105406, 73, 15, '08:46.0', 36.72958721511787, 95.73232222, 110, 74, 26, 'Male', 55.41824903986094, 1.8791667929495912, 0.13932722709119882, 36, 15.693584179374966, 86, 'High Risk'),
(105407, 69, 15, '07:46.0', 37.13956712481251, 97.78605544944243, 121, 70, 31, 'Female', 67.65644758904163, 1.7440627811674387, 0.12173029683952898, 51, 22.242569809332835, 87, 'Low Risk'),
(105408, 92, 15, '06:46.0', 36.7504852, 98.70511444062235, 110, 78, 74, 'Male', 85.69726486367075, 1.8319919029047622, 0.10126938210542494, 32, 25.534059228543697, 88.66666666666667, 'High Risk'),
(105409, 67, 16, '05:46.0', 36.226013211330326, 97.40055697000275, 111, 85, 72, 'Male', 62.23236328, 1.7226565786194608, 0.05605132, 26, 20.97098741841148, 93.66666666666667, 'Low Risk'),
(105410, 97, 19, '04:46.0', 37.046439590973165, 95.67645966364304, 129, 88, 41, 'Male', 84.24201140624118, 1.7248515177379877, 0.076192086, 41, 28.315569274755994, 101.66666666666667, 'High Risk'),
(105411, 70, 17, '03:46.0', 37.18577705788528, 97.81637859838409, 122, 74, 22, 'Male', 74.41037142163984, 1.715084731078256, 0.1257295538960264, 48, 25.296609184013874, 90, 'Low Risk'),
(105412, 73, 14, '02:46.0', 37.17231524766795, 95.12687579541854, 116, 84, 88, 'Male', 92.88874386991714, 1.7559422090617536, 0.13621034674771443, 32, 30.126081943707167, 94.66666666666667, 'High Risk'),
(105413, 77, 14, '01:46.0', 36.566606588875295, 99.49762144960465, 135, 75, 19, 'Male', 95.12135575303236, 1.8338927411811303, 0.1083708693468419, 60, 28.283305762428103, 95, 'Low Risk'),
(105414, 72, 17, '00:46.0', 36.77540241481537, 96.34399775397705, 131, 86, 27, 'Male', 84.44325390292428, 1.7260601655140937, 0.10676255340798045, 45, 28.343475327765283, 101, 'Low Risk'),
(105415, 68, 15, '59:46.0', 37.342778937459975, 98.51255552281594, 129, 82, 27, 'Male', 77.06102859, 1.8671945172691824, 0.08053355, 47, 22.10322652732916, 97.66666666666667, 'Low Risk'),
(105416, 77, 14, '58:46.0', 36.861342742445096, 97.38923030222996, 131, 85, 65, 'Female', 64.98917385705961, 1.530331364629343, 0.051456445, 46, 27.750451759757375, 100.33333333333333, 'Low Risk'),
(105417, 60, 19, '57:46.0', 36.179224603315404, 98.45716357008676, 113, 81, 52, 'Male', 60.545026803391636, 1.8341527139706801, 0.1004784560958981, 32, 17.99730556166419, 91.66666666666667, 'High Risk'),
(105418, 68, 18, '56:46.0', 37.34961098221097, 96.65413400318889, 133, 84, 86, 'Female', 90.6232481, 1.652551909607913, 0.073337574, 49, 33.18405108974749, 100.33333333333333, 'High Risk'),
(105419, 95, 13, '55:46.0', 36.841364475199335, 95.77543860424316, 129, 78, 37, 'Male', 95.06980527017612, 1.5316319155905447, 0.061671264796389985, 51, 40.52600460765445, 95, 'High Risk'),
(105420, 66, 19, '54:46.0', 36.05802911402703, 95.44617653037405, 112, 80, 60, 'Male', 64.62076570090204, 1.8653576796519489, 0.14660757961070225, 32, 18.571537551222548, 90.66666666666667, 'Low Risk'),
(105421, 93, 12, '53:46.0', 36.333482349226045, 99.07747185108283, 120, 77, 27, 'Female', 77.12557305, 1.9327379487701937, 0.062162684, 43, 20.646785976072845, 91.33333333333333, 'High Risk'),
(105422, 75, 15, '52:46.0', 37.33722103114359, 99.96188354, 116, 86, 83, 'Male', 92.41236858745552, 1.8645507740710114, 0.090977727, 30, 26.58163395036643, 96, 'Low Risk'),
(105423, 91, 16, '51:46.0', 37.12168833696663, 95.05489693773217, 118, 71, 28, 'Female', 68.21538537224232, 1.704923971570018, 0.10783399678386293, 47, 23.467795917026965, 86.66666666666667, 'High Risk'),
(105424, 94, 16, '50:46.0', 37.38717203190388, 98.76992221, 137, 77, 52, 'Male', 58.981480507698194, 1.7161977231389165, 0.10237431934343563, 60, 20.025392024702978, 97, 'High Risk'),
(105425, 85, 15, '49:46.0', 36.181691840037985, 99.62998559802487, 113, 79, 76, 'Male', 89.02293392125594, 1.711822117816857, 0.11445505000730824, 34, 30.379780825018408, 90.33333333333333, 'High Risk'),
(105426, 93, 13, '48:46.0', 36.41598497712165, 95.00191344686395, 139, 79, 37, 'Female', 53.91201049681255, 1.7510737315765657, 0.10714091616417457, 60, 17.582339503751637, 99, 'High Risk'),
(105427, 74, 19, '47:46.0', 36.35306574849318, 95.22875718574913, 134, 78, 26, 'Female', 96.90888639094602, 1.889309076331947, 0.13071676543826466, 56, 27.14923402294224, 96.66666666666666, 'Low Risk'),
(105428, 86, 14, '46:46.0', 36.55223476318416, 96.77778037814181, 110, 78, 55, 'Male', 92.69882229065641, 1.9830125850421432, 0.13293360136888188, 32, 23.573457007357156, 88.66666666666667, 'Low Risk'),
(105429, 87, 17, '45:46.0', 36.98648086998326, 98.3681611, 119, 85, 85, 'Female', 74.35995485882468, 1.9380422478482144, 0.068995159, 34, 19.797604190468732, 96.33333333333333, 'Low Risk'),
(105430, 89, 17, '44:46.0', 36.101499907924165, 97.83278231044488, 120, 81, 64, 'Male', 85.11894794171735, 1.6613330261447636, 0.10830091300439652, 39, 30.839892099977902, 94, 'High Risk'),
(105431, 79, 19, '43:46.0', 37.34851151744271, 95.07016202904441, 110, 88, 55, 'Female', 54.10085070778863, 1.7645523299788706, 0.1298711815283637, 22, 17.375407924436086, 95.33333333333333, 'High Risk'),
(105432, 74, 19, '42:46.0', 36.783270842760146, 97.26402674938159, 128, 89, 35, 'Male', 96.53172211, 1.776552178972648, 0.071999996, 39, 30.585396766299514, 102, 'High Risk'),
(105433, 68, 15, '41:46.0', 37.10932519614588, 96.39811382814028, 118, 89, 20, 'Female', 93.77407184633624, 1.9871177771549866, 0.072553511, 29, 23.74846571478996, 98.66666666666667, 'Low Risk'),
(105434, 84, 12, '40:46.0', 36.80085965536352, 95.81679232135608, 117, 83, 27, 'Female', 77.80857396585183, 1.712528457186998, 0.11057710172826016, 34, 26.530892629490765, 94.33333333333333, 'Low Risk'),
(105435, 74, 16, '39:46.0', 36.82588501848747, 95.91752635287544, 112, 86, 72, 'Female', 59.28883358048616, 1.5670066663956257, 0.0653833, 26, 24.14522286, 94.66666666666667, 'Low Risk'),
(105436, 63, 14, '38:46.0', 36.026189385014526, 98.36469862608918, 122, 70, 28, 'Female', 70.53480535899868, 1.951492637457205, 0.1359090325591224, 52, 18.521222028218315, 87.33333333333333, 'Low Risk'),
(105437, 77, 14, '37:46.0', 37.06377010800652, 98.93313557912701, 132, 89, 60, 'Female', 69.70134806217149, 1.7695999665219848, 0.11650255144705858, 43, 22.258247890817586, 103.33333333333333, 'Low Risk'),
(105438, 65, 12, '36:46.0', 37.14338217314149, 95.42297362731445, 117, 80, 66, 'Female', 52.294258056804736, 1.8174436176646147, 0.14483679977040584, 37, 15.83186625343195, 92.33333333333333, 'High Risk'),
(105439, 87, 18, '35:46.0', 36.997376651689606, 95.45013552, 139, 87, 39, 'Male', 95.67374768439782, 1.7098484829845348, 0.056806765, 52, 32.72483997, 104.33333333333333, 'High Risk'),
(105440, 93, 17, '34:46.0', 36.693988082881624, 98.88902057990761, 129, 77, 44, 'Male', 59.81975289295831, 1.8404174165118312, 0.12613826224186248, 52, 17.66086397992468, 94.33333333333333, 'High Risk'),
(105441, 99, 14, '33:46.0', 36.538696440969574, 97.47887565524177, 125, 80, 58, 'Male', 74.11548889, 1.944136239326225, 0.12753299423475423, 45, 19.609006307558765, 95, 'High Risk'),
(105442, 90, 13, '32:46.0', 36.24740572003917, 95.71341091829086, 120, 73, 82, 'Female', 88.28135082, 1.7302432098438554, 0.10328431968167377, 47, 29.48863450399004, 88.66666666666667, 'Low Risk'),
(105443, 86, 16, '31:46.0', 36.72009529, 97.95318527884831, 133, 78, 26, 'Female', 83.76867481654683, 1.7659476108595702, 0.1478630315634229, 55, 26.86123733449591, 96.33333333333333, 'Low Risk'),
(105444, 90, 13, '30:46.0', 36.957193984496875, 95.65631913771375, 130, 82, 72, 'Female', 61.68318302066084, 1.6621890326970536, 0.13813681553235485, 48, 22.325744561288964, 98, 'Low Risk'),
(105445, 86, 15, '29:46.0', 36.93717354809699, 96.42252368285307, 134, 82, 25, 'Male', 81.3278127, 1.6513199212803382, 0.11851155164455136, 52, 29.824738998690496, 99.33333333333333, 'Low Risk'),
(105446, 73, 17, '28:46.0', 36.562833249652776, 96.12382533292943, 134, 82, 48, 'Female', 71.87158929213857, 1.8748180860369896, 0.066649626, 52, 20.44744174857525, 99.33333333333333, 'Low Risk'),
(105447, 72, 18, '27:46.0', 36.66543977611604, 97.29685178741846, 124, 84, 26, 'Female', 72.82844714255546, 1.864912302083942, 0.065584667, 40, 20.940363792301298, 97.33333333333333, 'Low Risk'),
(105448, 63, 13, '26:46.0', 36.07724751771007, 98.11806399, 113, 89, 39, 'Female', 63.09886940858357, 1.5385800751492327, 0.097558922, 24, 26.655164667478996, 97, 'Low Risk'),
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(105624, 89, 12, '30:46.0', 36.98301560528921, 96.29453603464299, 115, 85, 37, 'Male', 87.7600591, 1.990585276, 0.12890305714828404, 30, 22.148041691610896, 95, 'Low Risk'),
(105625, 87, 17, '29:46.0', 37.18030671813255, 95.94748910956098, 132, 81, 33, 'Female', 88.21625653860323, 1.9628021391392916, 0.074467046, 51, 22.897896040488792, 98, 'Low Risk'),
(105626, 75, 16, '28:46.0', 36.77349330187292, 96.71787141546218, 122, 78, 67, 'Female', 54.96242920385953, 1.7296126470630302, 0.095110087, 44, 18.372498254407247, 92.66666666666667, 'High Risk'),
(105627, 69, 14, '27:46.0', 36.129792627384184, 97.76262771522009, 139, 73, 49, 'Female', 79.26793583581603, 1.6252460497232994, 0.073172257, 66, 30.009538099408687, 95, 'High Risk'),
(105628, 99, 12, '26:46.0', 37.09161423173771, 98.96606448, 137, 81, 86, 'Female', 98.68466106445427, 1.9947253872206674, 0.14386572141084286, 56, 24.80181272, 99.66666666666666, 'High Risk'),
(105629, 72, 17, '25:46.0', 36.28000746978428, 96.15156666514372, 133, 84, 76, 'Female', 61.361805323162585, 1.9993161607478345, 0.076425165, 49, 15.350947116322358, 100.33333333333333, 'High Risk'),
(105630, 81, 17, '24:46.0', 37.40658985828234, 98.82896876888697, 110, 78, 21, 'Female', 76.98081289878579, 1.9016501313289327, 0.087580127, 32, 21.28733316686885, 88.66666666666667, 'Low Risk'),
(105631, 85, 19, '23:46.0', 37.049061762152355, 98.40047588000323, 131, 71, 79, 'Female', 88.97725122604386, 1.5282410990702329, 0.084488019, 60, 38.09739097968325, 91, 'High Risk'),
(105632, 97, 18, '22:46.0', 36.47012001392181, 95.60713693305948, 126, 71, 82, 'Female', 87.26684058723657, 1.6203631297640546, 0.086825694, 55, 33.237208994103426, 89.33333333333333, 'High Risk'),
(105633, 86, 13, '21:46.0', 37.11545781452377, 99.75978903074915, 126, 87, 33, 'Male', 56.30705034315702, 1.7859242791400343, 0.074133054, 39, 17.653738714124128, 100, 'High Risk'),
(105634, 61, 16, '20:46.0', 36.27466927522652, 97.67449763, 122, 73, 74, 'Female', 82.40029990126669, 1.6942093940258787, 0.14492610451518584, 49, 28.707450284073936, 89.33333333333333, 'Low Risk'),
(105635, 96, 15, '19:46.0', 36.29802297297105, 96.46682186, 128, 75, 24, 'Male', 99.29529886846483, 1.5286092022915312, 0.093287342, 53, 42.49479591791422, 92.66666666666666, 'High Risk'),
(105636, 89, 17, '18:46.0', 36.00099704716142, 98.50886733310091, 133, 77, 74, 'Female', 98.90345650913102, 1.7875881135947336, 0.14820589910536805, 56, 30.951133132550652, 95.66666666666666, 'High Risk'),
(105637, 74, 15, '17:46.0', 36.09727698659482, 98.95424602084412, 125, 87, 88, 'Female', 89.75941295609668, 1.8382276009031608, 0.11801016963835943, 38, 26.563263972403437, 99.66666666666667, 'Low Risk'),
(105638, 92, 18, '16:46.0', 36.40312124650592, 95.29189992, 116, 82, 36, 'Male', 52.25984045851385, 1.5974101913403855, 0.14624302755958885, 34, 20.48024642100541, 93.33333333333333, 'High Risk'),
(105639, 94, 14, '15:46.0', 37.45115766, 97.30597998751392, 138, 71, 48, 'Female', 52.09551891, 1.7258071690223178, 0.098261944, 67, 17.491047967862087, 93.33333333333333, 'High Risk'),
(105640, 75, 13, '14:46.0', 36.26482189511821, 97.43700401485223, 113, 87, 26, 'Male', 74.90816062325882, 1.733966793396163, 0.136963256, 26, 24.91423638358349, 95.66666666666667, 'Low Risk'),
(105641, 61, 13, '13:46.0', 36.66708528, 99.40889213, 122, 77, 75, 'Female', 94.33609997400049, 1.517436250670979, 0.10061697575304195, 45, 40.96915512862537, 92, 'High Risk'),
(105642, 97, 18, '12:46.0', 37.37033158002094, 96.34320694, 126, 70, 79, 'Male', 89.79413421020283, 1.5316782834023477, 0.050947850723847325, 56, 38.27479362399858, 88.66666666666666, 'High Risk'),
(105643, 80, 15, '11:46.0', 36.336412434783405, 97.60014816567974, 113, 74, 22, 'Female', 96.76568632, 1.9654186386927248, 0.1391790253886137, 39, 25.050202484025206, 87, 'Low Risk'),
(105644, 78, 19, '10:46.0', 37.21493616, 97.55734576387957, 122, 89, 37, 'Male', 58.547883544339406, 1.9049613038555215, 0.087247642, 33, 16.133882289519455, 100, 'High Risk'),
(105645, 74, 15, '09:46.0', 36.557242298210255, 98.13316659, 121, 71, 77, 'Female', 94.68123708874575, 1.5744043895360211, 0.087305432, 50, 38.197183395684135, 87.66666666666666, 'High Risk'),
(105646, 95, 13, '08:46.0', 36.310814667010895, 99.59262625605237, 124, 85, 65, 'Female', 52.50803506761517, 1.9736243193113507, 0.077086276, 39, 13.480214123076445, 98, 'High Risk'),
(105647, 93, 12, '07:46.0', 36.31055079208846, 96.48993129204644, 126, 85, 69, 'Male', 94.13055747237001, 1.8163745354413918, 0.066706247, 41, 28.531185756781248, 98.66666666666667, 'High Risk'),
(105648, 96, 19, '06:46.0', 37.30542404593116, 97.48465362595178, 136, 83, 60, 'Female', 57.41156514543323, 1.8444365006985493, 0.12200195925277163, 53, 16.876095346372757, 100.66666666666666, 'High Risk'),
(105649, 86, 18, '05:46.0', 36.93188220936671, 96.94595573633235, 131, 76, 61, 'Male', 68.12054311575153, 1.614373375372637, 0.078183239, 55, 26.137866107934844, 94.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(105650, 85, 17, '04:46.0', 37.19980896731353, 98.00545871613785, 135, 74, 59, 'Female', 59.94524750732312, 1.7845029991192969, 0.12682769724383613, 61, 18.824358853620453, 94.33333333333333, 'Low Risk'),
(105651, 98, 17, '03:46.0', 37.428449426585026, 99.91097171180249, 128, 88, 51, 'Male', 57.606004157822674, 1.6805359178041195, 0.1439687863703192, 40, 20.397275104972046, 101.33333333333333, 'High Risk'),
(105652, 70, 15, '02:46.0', 37.02369696627041, 98.70774922292557, 123, 77, 74, 'Female', 85.81847014076703, 1.5129112804423275, 0.097206961, 46, 37.49331547950182, 92.33333333333333, 'High Risk'),
(105653, 65, 16, '01:46.0', 37.32177299658955, 97.86572221901025, 139, 86, 26, 'Female', 99.47298567025317, 1.884105162711408, 0.094415078, 53, 28.021725488316804, 103.66666666666666, 'Low Risk'),
(105654, 99, 16, '00:46.0', 36.627852975081645, 99.44746790440779, 116, 76, 46, 'Male', 78.42056352157691, 1.563494052060507, 0.13127158960620877, 40, 32.08023137649314, 89.33333333333333, 'High Risk'),
(105655, 98, 19, '59:46.0', 36.260318433329964, 99.80112207859924, 134, 70, 65, 'Female', 69.60542295610948, 1.5556396902045055, 0.12292344707875258, 64, 28.762395023588244, 91.33333333333333, 'High Risk'),
(105656, 62, 14, '58:46.0', 36.72086620055219, 98.20133978279819, 132, 88, 32, 'Female', 77.47901372239656, 1.5264269703344098, 0.083647302, 44, 33.253091073919485, 102.66666666666667, 'High Risk'),
(105657, 71, 13, '57:46.0', 36.115028707337835, 95.14268950000458, 129, 82, 57, 'Female', 50.408036037290636, 1.6130324229306043, 0.14408018981441817, 47, 19.373745168547288, 97.66666666666667, 'Low Risk'),
(105658, 91, 12, '56:46.0', 37.090329309639465, 95.95944144475881, 119, 77, 19, 'Female', 77.18088861884965, 1.5932409901452715, 0.054660976, 42, 30.405127722577053, 91, 'High Risk'),
(105659, 80, 17, '55:46.0', 36.785806861571004, 95.73273330342873, 135, 77, 75, 'Female', 90.38460229588514, 1.9021195176268395, 0.13686068453072373, 58, 24.98151931910603, 96.33333333333333, 'Low Risk'),
(105660, 94, 12, '54:46.0', 36.20417519510217, 95.7574757, 114, 88, 67, 'Male', 96.51472641323974, 1.9445637581922028, 0.052519500406639934, 26, 25.524027818136865, 96.66666666666667, 'High Risk'),
(105661, 67, 19, '53:46.0', 36.040119245715495, 98.16989046600914, 113, 81, 81, 'Female', 99.85012147917809, 1.7331573685045116, 0.10993961185590923, 32, 33.24088683174812, 91.66666666666667, 'High Risk'),
(105662, 80, 13, '52:46.0', 36.489731187155236, 99.63967485688141, 135, 86, 49, 'Female', 99.41647247639958, 1.9609001676698439, 0.1220466540457841, 49, 25.855169069063653, 102.33333333333333, 'Low Risk'),
(105663, 69, 16, '51:46.0', 36.493681597177286, 99.06628493402799, 110, 75, 49, 'Female', 61.38470464783384, 1.9404477784720184, 0.075664422, 35, 16.30257668209031, 86.66666666666667, 'High Risk'),
(105664, 67, 18, '50:46.0', 37.235190864196646, 96.94583229502247, 120, 82, 74, 'Male', 95.03209692843387, 1.8919959764734062, 0.14026883072485863, 38, 26.54788301923783, 94.66666666666667, 'Low Risk'),
(105665, 86, 14, '49:46.0', 36.217016847667125, 95.71285395, 139, 71, 46, 'Male', 72.52757858339754, 1.5916954937541736, 0.091943463, 68, 28.627485593443033, 93.66666666666666, 'Low Risk'),
(105666, 91, 12, '48:46.0', 36.41844142857922, 97.77369645560881, 115, 75, 45, 'Male', 54.883910934240625, 1.5635190273252868, 0.11668275679972988, 40, 22.451156092217715, 88.33333333333333, 'High Risk'),
(105667, 88, 18, '47:46.0', 36.436799425160096, 95.08898323951263, 115, 71, 28, 'Male', 72.34316773288029, 1.962651364172008, 0.051870871, 44, 18.780675142053454, 85.66666666666667, 'Low Risk'),
(105668, 62, 17, '46:46.0', 37.243159632326545, 95.80497671406066, 115, 86, 18, 'Female', 94.24691922769208, 1.727325502505595, 0.1223893598984615, 29, 31.58775730881918, 95.66666666666667, 'High Risk'),
(105669, 67, 17, '45:46.0', 36.64517543201047, 95.25106676773119, 130, 88, 50, 'Male', 64.69036485, 1.893480102862137, 0.075304662, 42, 18.043388860834618, 102, 'High Risk'),
(105670, 69, 13, '44:46.0', 36.71091180361481, 99.67085076482758, 131, 70, 38, 'Female', 62.40428165017295, 1.6087080317774096, 0.06652816, 61, 24.11348204373018, 90.33333333333333, 'Low Risk'),
(105671, 82, 16, '43:46.0', 36.35788505, 95.87908159543262, 133, 74, 54, 'Male', 84.86083068574752, 1.6140180643299187, 0.061149423079895876, 59, 32.575455450347484, 93.66666666666666, 'High Risk'),
(105672, 96, 19, '42:46.0', 36.907245431832024, 99.95295152960487, 125, 87, 67, 'Female', 88.30207772621651, 1.8646266423746258, 0.11712016965941498, 38, 25.397276783896125, 99.66666666666667, 'High Risk'),
(105673, 78, 19, '41:46.0', 36.91017854594923, 98.46733097857074, 116, 78, 64, 'Female', 73.79530862596769, 1.501134749721954, 0.060448854, 38, 32.74834796492777, 90.66666666666667, 'High Risk'),
(105674, 74, 12, '40:46.0', 37.473054792673054, 97.40458107, 134, 84, 50, 'Male', 57.26957184436197, 1.731500966930163, 0.054577036, 50, 19.101983230086216, 100.66666666666666, 'Low Risk'),
(105675, 61, 19, '39:46.0', 36.88659581, 97.51415370646619, 119, 85, 32, 'Female', 63.71581692290832, 1.5058838968632982, 0.063707939, 34, 28.09727987, 96.33333333333333, 'Low Risk'),
(105676, 83, 17, '38:46.0', 37.359476570746146, 96.26174446, 121, 87, 56, 'Female', 64.69393173, 1.969964735147347, 0.14705082915347117, 34, 16.670423859067494, 98.33333333333333, 'High Risk'),
(105677, 93, 19, '37:46.0', 36.08116470229792, 96.74418737175533, 122, 84, 29, 'Male', 67.69680593385237, 1.8066637111922301, 0.071308411, 38, 20.740228441486078, 96.66666666666667, 'High Risk'),
(105678, 79, 13, '36:46.0', 36.27851787450382, 97.02628415285466, 119, 81, 78, 'Female', 65.52519767023811, 1.5121525122378379, 0.14806009597256847, 38, 28.656104293587276, 93.66666666666667, 'Low Risk'),
(105679, 88, 15, '35:46.0', 36.934701303941594, 98.60915084854754, 114, 72, 73, 'Male', 65.34851602, 1.9431994511165886, 0.068758311, 42, 17.306170240053493, 86, 'High Risk'),
(105680, 82, 14, '34:46.0', 37.19183562, 99.19417717017362, 120, 75, 74, 'Female', 73.38951793139306, 1.8157809404663086, 0.1290724462900587, 45, 22.259075812654682, 90, 'Low Risk'),
(105681, 69, 14, '33:46.0', 37.15730304, 97.07289600082714, 139, 85, 62, 'Female', 99.08069985, 1.6198164086723066, 0.057891948, 54, 37.76221646802487, 103, 'High Risk'),
(105682, 83, 16, '32:46.0', 36.42553765856877, 96.44510935066297, 116, 77, 64, 'Female', 99.04573689997338, 1.9443292663285223, 0.092206358, 39, 26.199690496348225, 90, 'Low Risk'),
(105683, 78, 15, '31:46.0', 36.94032528877245, 96.57772194380179, 135, 81, 82, 'Female', 67.64402896505098, 1.888164880156527, 0.11879654135219649, 54, 18.973595423833558, 99, 'Low Risk'),
(105684, 79, 15, '30:46.0', 36.125523927535156, 96.51831005795592, 116, 84, 55, 'Female', 95.47106092886322, 1.9634405451573707, 0.068834598, 32, 24.764880620864968, 94.66666666666667, 'Low Risk'),
(105685, 67, 17, '29:46.0', 36.28425024673382, 98.72638126419928, 110, 72, 36, 'Male', 63.601899003857355, 1.833625703122082, 0.090156152, 38, 18.916845055201254, 84.66666666666667, 'Low Risk'),
(105686, 81, 14, '28:46.0', 36.89747002049884, 98.86828741703403, 127, 83, 70, 'Female', 99.70428724, 1.8710832980046423, 0.13948264722486975, 44, 28.479187111852674, 97.66666666666667, 'Low Risk'),
(105687, 73, 14, '27:46.0', 36.74053742142479, 99.51526801500529, 134, 77, 42, 'Male', 90.63588544, 1.9055237951555912, 0.065376282, 57, 24.961543073431457, 96, 'Low Risk'),
(105688, 80, 16, '26:46.0', 36.754540182910446, 99.87153513, 128, 81, 37, 'Female', 94.70772900980182, 1.8775500428559235, 0.055793933, 47, 26.865961027717628, 96.66666666666667, 'Low Risk'),
(105689, 62, 14, '25:46.0', 37.080174781852996, 98.72648191773574, 116, 70, 49, 'Male', 92.77301951647016, 1.872636422812423, 0.12022812700764798, 46, 26.455426027728834, 85.33333333333333, 'Low Risk'),
(105690, 86, 15, '24:46.0', 36.21577821352882, 98.91966082685148, 122, 85, 36, 'Male', 73.33697693846219, 1.674192042928651, 0.05540867, 37, 26.164501017430297, 97.33333333333333, 'Low Risk'),
(105691, 72, 16, '23:46.0', 36.27117799127209, 95.30026715450468, 113, 71, 40, 'Male', 70.95453599, 1.6892363390060585, 0.051477920159979484, 42, 24.865622350330092, 85, 'Low Risk'),
(105692, 76, 16, '22:46.0', 37.04437272181894, 99.22912031709888, 114, 89, 44, 'Male', 84.72408350755569, 1.8174427958979789, 0.089044303, 25, 25.649882441550744, 97.33333333333333, 'Low Risk'),
(105693, 74, 12, '21:46.0', 37.26783820529455, 96.55084636, 131, 78, 43, 'Female', 63.633466417419775, 1.9928580176527606, 0.086763354, 53, 16.02259537791784, 95.66666666666666, 'High Risk'),
(105694, 89, 13, '20:46.0', 36.509688875907756, 99.82786619, 121, 72, 59, 'Male', 77.40861430756746, 1.8195052276759915, 0.0842709, 49, 23.382055003228725, 88.33333333333333, 'Low Risk'),
(105695, 73, 14, '19:46.0', 37.17736693086052, 96.79492537, 132, 74, 50, 'Male', 79.28393282182941, 1.9103510810674373, 0.12888893267913132, 58, 21.72495111629903, 93.33333333333333, 'Low Risk'),
(105696, 70, 17, '18:46.0', 36.413331543625326, 98.56561319511009, 137, 70, 30, 'Male', 89.45750636463663, 1.6695566641535164, 0.050777067, 67, 32.09330630521559, 92.33333333333333, 'High Risk'),
(105697, 88, 19, '17:46.0', 37.02403955821384, 98.35419555461998, 133, 83, 65, 'Female', 99.50048028480259, 1.9391244872303322, 0.058740516744930193, 50, 26.461459587388145, 99.66666666666666, 'Low Risk'),
(105698, 83, 19, '16:46.0', 36.60324450222845, 97.04143453957917, 110, 77, 33, 'Male', 73.92282808293317, 1.6273003622048938, 0.11751149750732094, 33, 27.915353462179077, 88, 'Low Risk'),
(105699, 95, 19, '15:46.0', 37.172766408471944, 95.09607675253258, 122, 71, 24, 'Male', 60.15182465049702, 1.8789849708629327, 0.079852996, 51, 17.037355796847088, 88, 'High Risk'),
(105700, 69, 15, '14:46.0', 37.29145232311576, 98.76713121149679, 131, 77, 48, 'Male', 56.99239056854735, 1.7435471900231183, 0.080671952, 54, 18.747763289466018, 95, 'Low Risk'),
(105701, 89, 14, '13:46.0', 37.36247859542488, 97.17140856062491, 132, 82, 40, 'Female', 83.80455351841839, 1.612384904046586, 0.079322298, 50, 32.23518520892006, 98.66666666666666, 'High Risk'),
(105702, 81, 16, '12:46.0', 37.42970547706373, 96.82241716290167, 128, 74, 85, 'Male', 62.56994264354027, 1.8972209552091002, 0.06852349, 54, 17.383208173165215, 92, 'High Risk'),
(105703, 84, 13, '11:46.0', 36.92028420952293, 97.73209254509253, 136, 86, 73, 'Male', 78.01180080829211, 1.542997729485998, 0.096287667, 50, 32.76647548688183, 102.66666666666666, 'High Risk'),
(105704, 66, 19, '10:46.0', 36.98542776790465, 95.94400902624005, 117, 82, 51, 'Female', 74.25168666434854, 1.6006266898024366, 0.12897045825219852, 35, 28.981857363953363, 93.66666666666667, 'Low Risk'),
(105705, 78, 13, '09:46.0', 37.20373159900994, 95.12138062848797, 112, 80, 19, 'Female', 87.79534800010923, 1.7690564147843548, 0.073512096, 32, 28.05357021585347, 90.66666666666667, 'Low Risk'),
(105706, 85, 15, '08:46.0', 36.59701599509961, 97.20145567, 117, 72, 69, 'Male', 91.66222726758137, 1.9848435152914508, 0.14402551701714406, 45, 23.26686448225903, 87, 'Low Risk'),
(105707, 88, 17, '07:46.0', 36.26785353720112, 99.07854016376247, 129, 75, 22, 'Female', 51.078244492443794, 1.5040978212360083, 0.083876934, 54, 22.577913157769956, 93, 'Low Risk'),
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(105883, 66, 16, '11:46.0', 36.78502658146205, 95.97097751891529, 120, 75, 77, 'Female', 62.432866916263976, 1.8856145147166141, 0.11288664532268883, 45, 17.559310280548093, 90, 'High Risk'),
(105884, 77, 15, '10:46.0', 36.625904176092185, 95.69122654733681, 113, 81, 57, 'Male', 70.79389327, 1.7572535718676943, 0.10737649077256889, 32, 22.92592816525098, 91.66666666666667, 'Low Risk'),
(105885, 60, 14, '09:46.0', 37.379732078428844, 99.53220765258304, 126, 83, 66, 'Male', 50.09968913601234, 1.9919927388950054, 0.096350129, 43, 12.625818126439654, 97.33333333333333, 'High Risk'),
(105886, 98, 12, '08:46.0', 37.080145212572056, 97.34946718600017, 128, 72, 57, 'Female', 62.885575422172565, 1.8764131549205074, 0.086320212, 56, 17.860520091776717, 90.66666666666666, 'High Risk'),
(105887, 98, 14, '07:46.0', 36.07784031964561, 97.26441863602005, 138, 88, 20, 'Male', 94.74981508, 1.7277449927372253, 0.10596673960829481, 50, 31.74088890781443, 104.66666666666666, 'High Risk'),
(105888, 94, 14, '06:46.0', 37.07509675830531, 95.40106977, 129, 87, 71, 'Female', 53.191942743796474, 1.8381902716533305, 0.12096178528164665, 42, 15.742181880367216, 101, 'High Risk'),
(105889, 64, 15, '05:46.0', 36.585542016347844, 98.80210334953387, 129, 77, 36, 'Male', 92.35352639852285, 1.5520187754875745, 0.071441503, 52, 38.34065618920214, 94.33333333333333, 'High Risk'),
(105890, 92, 17, '04:46.0', 37.39146195961427, 99.64045442070412, 134, 84, 18, 'Male', 55.271437901112094, 1.5957117996676944, 0.10995529231843548, 50, 21.70660233423198, 100.66666666666666, 'High Risk'),
(105891, 90, 14, '03:46.0', 36.65937869044437, 97.43541156100716, 122, 81, 70, 'Male', 77.24548325626645, 1.6241799366697824, 0.1484390876718048, 41, 29.282274784604457, 94.66666666666667, 'Low Risk'),
(105892, 96, 14, '02:46.0', 37.13974734842658, 96.84238955680246, 129, 86, 47, 'Male', 87.75301280064488, 1.8981322448848714, 0.062361937, 43, 24.356175913590764, 100.33333333333333, 'High Risk'),
(105893, 75, 15, '01:46.0', 37.144706863683915, 97.61635834876208, 129, 72, 65, 'Male', 68.20359612633774, 1.8559407502328404, 0.064194049, 57, 19.800632301453295, 91, 'Low Risk'),
(105894, 64, 15, '00:46.0', 36.99046832015846, 97.66631193885082, 136, 83, 27, 'Female', 87.33406021985235, 1.8468932162967806, 0.12188311397394515, 53, 25.603543719367988, 100.66666666666666, 'Low Risk'),
(105895, 74, 12, '59:46.0', 37.380921593699455, 99.82145744201401, 115, 76, 70, 'Male', 73.13846517, 1.5053849924338385, 0.10245340308296229, 39, 32.27384270804564, 89, 'High Risk'),
(105896, 97, 13, '58:46.0', 36.97179853823502, 96.08805300562915, 134, 86, 74, 'Male', 66.41480186, 1.6869126972800825, 0.1434644256094903, 48, 23.338861515076267, 102, 'High Risk'),
(105897, 99, 14, '57:46.0', 37.48775573505128, 95.35627745289598, 134, 84, 47, 'Male', 68.16397345406705, 1.8601017975474892, 0.082715309, 50, 19.700691656989903, 100.66666666666666, 'High Risk'),
(105898, 98, 17, '56:46.0', 36.24748781511213, 97.13945069801015, 116, 88, 76, 'Male', 73.58480146733888, 1.7025702522328179, 0.0903432, 28, 25.38505101140451, 97.33333333333333, 'High Risk'),
(105899, 74, 18, '55:46.0', 36.38142380832104, 98.32659657, 115, 85, 23, 'Male', 96.03173384763011, 1.87393829, 0.063953994, 30, 27.346654235130163, 95, 'Low Risk'),
(105900, 91, 19, '54:46.0', 37.356002289249474, 98.89185400267606, 112, 89, 46, 'Female', 73.57412504686428, 1.8003342291730322, 0.13827623416137902, 23, 22.699632637378873, 96.66666666666667, 'High Risk'),
(105901, 66, 16, '53:46.0', 37.31789776268296, 96.36079004, 118, 70, 58, 'Male', 54.10987742239705, 1.9975671372774209, 0.14081443346057776, 48, 13.560439979071797, 86, 'High Risk'),
(105902, 88, 17, '52:46.0', 36.37640442388127, 97.77345915872664, 128, 83, 46, 'Male', 88.23385284336656, 1.9458133265823518, 0.11507446646465354, 45, 23.304130128447362, 98, 'Low Risk'),
(105903, 82, 14, '51:46.0', 37.05898387745497, 95.14306307456745, 112, 70, 18, 'Female', 77.41276097429594, 1.8748147705428106, 0.098765883, 42, 22.023981029360716, 84, 'Low Risk'),
(105904, 83, 14, '50:46.0', 37.463795072755715, 96.61900794, 139, 78, 66, 'Male', 63.89012466, 1.859895749245423, 0.14829114413049344, 61, 18.469559251743913, 98.33333333333333, 'High Risk'),
(105905, 71, 16, '49:46.0', 36.77681427653305, 96.05830444, 123, 85, 55, 'Male', 72.90140528603845, 1.817483229, 0.090423002, 38, 22.06963121900585, 97.66666666666667, 'Low Risk'),
(105906, 92, 14, '48:46.0', 37.28511579964102, 99.10062215, 115, 75, 86, 'Male', 51.75418222, 1.6313834246077246, 0.053006723543597326, 40, 19.44613784, 88.33333333333333, 'High Risk'),
(105907, 63, 14, '47:46.0', 36.94233463786094, 95.66221234723018, 135, 73, 71, 'Male', 96.54689367050892, 1.548028619071397, 0.057960047723641585, 62, 40.288429137349645, 93.66666666666666, 'High Risk'),
(105908, 70, 15, '46:46.0', 37.26922105, 99.00879740320892, 123, 77, 75, 'Male', 51.86690527904192, 1.836140038471713, 0.073018306, 46, 15.384335210870265, 92.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(105910, 87, 14, '44:46.0', 36.630069931674036, 96.09130912855106, 127, 85, 38, 'Male', 90.66984525473163, 1.8997635987072516, 0.1456209601781671, 42, 25.12255181853358, 99, 'Low Risk'),
(105911, 87, 18, '43:46.0', 36.69933666, 95.36603580011408, 134, 76, 68, 'Female', 75.34501766010635, 1.7645917976431675, 0.097299449, 58, 24.197250844245787, 95.33333333333333, 'Low Risk'),
(105912, 96, 12, '42:46.0', 37.05914220017541, 98.98934964981085, 131, 78, 73, 'Female', 59.49825195349768, 1.5488795745671862, 0.086231022, 53, 24.80098336829612, 95.66666666666666, 'High Risk'),
(105913, 81, 16, '41:46.0', 37.381749937280695, 97.83209884877876, 131, 77, 18, 'Male', 77.07294859494081, 1.846633312468648, 0.077360341, 54, 22.601675880705404, 95, 'Low Risk'),
(105914, 97, 12, '40:46.0', 36.67754248618778, 98.98499389284734, 139, 70, 81, 'Female', 90.41458606649215, 1.7360310795833571, 0.099376513, 69, 30.000155546984995, 93, 'High Risk'),
(105915, 67, 17, '39:46.0', 37.43496256076329, 96.80110504961769, 125, 77, 54, 'Male', 56.939988094226884, 1.9889879685919578, 0.10525025838874083, 48, 14.393057481664773, 93, 'High Risk'),
(105916, 98, 12, '38:46.0', 36.98852530682971, 97.96910819820856, 124, 81, 57, 'Male', 80.13774077336767, 1.8866269033675553, 0.1367129961529463, 43, 22.514642134030606, 95.33333333333333, 'High Risk'),
(105917, 91, 13, '37:46.0', 36.86825083069701, 96.77497788707048, 127, 79, 70, 'Female', 58.40707479566903, 1.794406994755022, 0.092934711, 48, 18.139426366651414, 95, 'High Risk'),
(105918, 89, 15, '36:46.0', 36.63034279404585, 97.63836381996485, 131, 84, 89, 'Female', 80.49260043492738, 1.900545493506816, 0.11126926143800439, 47, 22.28432165745593, 99.66666666666667, 'Low Risk'),
(105919, 90, 18, '35:46.0', 37.22237552712905, 98.59287175521425, 116, 70, 87, 'Male', 60.579852264195246, 1.9502398191789343, 0.12876109498458715, 46, 15.927667135813179, 85.33333333333333, 'High Risk'),
(105920, 78, 14, '34:46.0', 37.013279682907815, 96.56483174054377, 112, 78, 34, 'Female', 95.10672501553523, 1.5037589558392763, 0.13042372070609576, 34, 42.05859623130703, 89.33333333333333, 'High Risk'),
(105921, 84, 14, '33:46.0', 37.16284677706108, 96.63580826975743, 133, 78, 27, 'Male', 50.40805170252439, 1.6238635801455903, 0.097670664, 55, 19.116167570230914, 96.33333333333333, 'Low Risk'),
(105922, 69, 18, '32:46.0', 36.03045342409857, 95.71433081276777, 132, 74, 21, 'Male', 71.07735529, 1.5645603829967025, 0.14530569465976984, 58, 29.03665614582733, 93.33333333333333, 'Low Risk'),
(105923, 91, 18, '31:46.0', 37.33503162650905, 98.69295656553794, 117, 77, 72, 'Male', 82.90546874290169, 1.7109773207520047, 0.13908230809519295, 40, 28.320092872110088, 90.33333333333333, 'High Risk'),
(105924, 72, 14, '30:46.0', 36.88327317913159, 98.17971087458109, 112, 74, 46, 'Female', 95.47187402994074, 1.6980414402058626, 0.084503134, 38, 33.11150170447477, 86.66666666666667, 'High Risk'),
(105925, 68, 19, '29:46.0', 37.156061950136426, 97.46112698902448, 118, 73, 63, 'Female', 50.39265433388275, 1.7762118872849082, 0.10740213969740445, 45, 15.972676287900734, 88, 'High Risk'),
(105926, 65, 13, '28:46.0', 36.35168527160902, 99.45157089123889, 117, 74, 74, 'Female', 82.64860669239454, 1.5423561947117292, 0.13647586550771004, 43, 34.74290848, 88.33333333333333, 'High Risk'),
(105927, 82, 15, '27:46.0', 36.19354709242011, 97.27523423149094, 119, 83, 29, 'Male', 56.84672712058927, 1.918551757, 0.14326120588572455, 36, 15.443951399564613, 95, 'High Risk'),
(105928, 93, 19, '26:46.0', 36.52447000469823, 98.13298522217973, 119, 85, 23, 'Female', 94.33797311788535, 1.703255420154823, 0.093074397, 34, 32.51823623661595, 96.33333333333333, 'High Risk'),
(105929, 74, 19, '25:46.0', 37.07119854248281, 95.17019844259387, 119, 78, 53, 'Male', 68.49887458132449, 1.645472657, 0.080917465, 41, 25.298926678509307, 91.66666666666667, 'Low Risk'),
(105930, 60, 18, '24:46.0', 37.16991256716389, 99.40967564945858, 124, 89, 59, 'Female', 86.47449275821108, 1.546183737565111, 0.095336707, 35, 36.17144186402391, 100.66666666666667, 'High Risk'),
(105931, 66, 18, '23:46.0', 37.06801454073004, 99.42751031843274, 124, 79, 81, 'Male', 99.23044481215868, 1.8119934482133564, 0.1396821603516424, 45, 30.22259087266839, 94, 'High Risk'),
(105932, 93, 19, '22:46.0', 36.839334377439734, 98.96413857594362, 115, 80, 67, 'Female', 95.77915288915875, 1.8979224476221992, 0.13182314271903156, 35, 26.589738533255055, 91.66666666666667, 'High Risk'),
(105933, 99, 18, '21:46.0', 36.25090415153246, 97.05525363095063, 126, 85, 53, 'Male', 80.8536967, 1.9404441068447196, 0.08089529, 41, 21.47324135853898, 98.66666666666667, 'High Risk'),
(105934, 88, 17, '20:46.0', 37.22631940364353, 95.09077652315067, 130, 81, 19, 'Male', 70.69589712416686, 1.6079119441972274, 0.052082926, 49, 27.34448115700778, 97.33333333333333, 'Low Risk'),
(105935, 85, 17, '19:46.0', 36.09355895129867, 95.25744997286606, 122, 85, 43, 'Female', 68.85109316261752, 1.6315692283941559, 0.051636825, 37, 25.864246357263127, 97.33333333333333, 'Low Risk'),
(105936, 78, 17, '18:46.0', 36.435350336156226, 98.74553419755588, 115, 71, 30, 'Male', 71.37507625853698, 1.6691507604478326, 0.090693461, 44, 25.61860372533721, 85.66666666666667, 'Low Risk'),
(105937, 99, 12, '17:46.0', 37.133537949356544, 97.95682841802275, 139, 85, 41, 'Female', 81.93709730193201, 1.603266346976262, 0.10954371275241692, 54, 31.876396571468927, 103, 'High Risk'),
(105938, 91, 18, '16:46.0', 37.034728299615075, 95.62423138, 114, 76, 43, 'Female', 63.82484544603508, 1.601768918899285, 0.1159034772522814, 38, 24.876544109612443, 88.66666666666667, 'High Risk'),
(105939, 61, 12, '15:46.0', 36.60004437, 96.63872642330384, 116, 84, 80, 'Male', 55.76872255245844, 1.6347112139670747, 0.068249214, 32, 20.869335113234527, 94.66666666666667, 'Low Risk'),
(105940, 63, 17, '14:46.0', 37.16135761964525, 97.14504423556755, 121, 78, 59, 'Male', 77.54671998, 1.7056311946245888, 0.10994316372473148, 43, 26.65588906938626, 92.33333333333333, 'Low Risk'),
(105941, 61, 13, '13:46.0', 37.21267850548819, 97.20463242638267, 119, 76, 58, 'Male', 99.69572979986287, 1.8095472329498603, 0.057976829, 43, 30.44645334530212, 90.33333333333333, 'High Risk'),
(105942, 63, 13, '12:46.0', 36.60599689579068, 96.1384252, 110, 74, 24, 'Male', 96.22394593119043, 1.9732195494410936, 0.067518166, 36, 24.713391168223723, 86, 'Low Risk'),
(105943, 80, 19, '11:46.0', 36.20156299529971, 95.61317334478122, 139, 87, 33, 'Female', 93.35130307851398, 1.6827867951233006, 0.12723412985161403, 52, 32.965691775005354, 104.33333333333333, 'High Risk'),
(105944, 86, 17, '10:46.0', 36.581146555644644, 98.25339945344888, 113, 79, 69, 'Female', 63.58798310680436, 1.7320822132883364, 0.1461665413975013, 34, 21.19522573403655, 90.33333333333333, 'Low Risk'),
(105945, 66, 16, '09:46.0', 37.42174764672478, 99.72527842347286, 115, 88, 40, 'Female', 58.69025955108133, 1.7148644885744662, 0.054497833, 27, 19.957512777889278, 97, 'Low Risk'),
(105946, 61, 18, '08:46.0', 36.208329008438106, 96.95784249136257, 111, 82, 20, 'Male', 76.54348590539811, 1.722812783589231, 0.1486654579342268, 29, 25.788855305928486, 91.66666666666667, 'Low Risk'),
(105947, 85, 12, '07:46.0', 36.02690700009313, 99.07483284007408, 136, 70, 57, 'Male', 85.07369795, 1.9827935780039467, 0.12514975265311787, 66, 21.63915529889345, 92, 'Low Risk'),
(105948, 82, 16, '06:46.0', 37.16850752680376, 99.29960345527685, 112, 80, 24, 'Female', 65.82047681, 1.9255684003808038, 0.060514, 32, 17.751829719893927, 90.66666666666667, 'High Risk'),
(105949, 82, 13, '05:46.0', 36.39108283577124, 97.26190274725401, 123, 85, 55, 'Male', 97.48198686167711, 1.8402129235507871, 0.069466478, 38, 28.786457253819464, 97.66666666666667, 'Low Risk'),
(105950, 68, 12, '04:46.0', 36.181159137431955, 97.20407988255533, 111, 88, 29, 'Female', 66.35669554404538, 1.691393518927863, 0.077955613, 23, 23.195056058214018, 95.66666666666667, 'Low Risk'),
(105951, 78, 12, '03:46.0', 36.95172086594852, 97.71220739694562, 120, 76, 69, 'Male', 53.22972297903394, 1.666157297151647, 0.11484729122188998, 44, 19.174418718708992, 90.66666666666667, 'Low Risk'),
(105952, 88, 18, '02:46.0', 36.23467657661195, 95.87374917, 115, 73, 54, 'Female', 51.499622680293136, 1.5095498951112896, 0.062518456, 42, 22.600034519292738, 87, 'Low Risk'),
(105953, 63, 12, '01:46.0', 36.04066584690707, 96.49101614959514, 120, 80, 38, 'Female', 75.15156714689978, 1.6376689653437568, 0.076274227, 40, 28.02114022323474, 93.33333333333333, 'Low Risk'),
(105954, 69, 12, '00:46.0', 36.77385039875592, 97.22791164973209, 128, 88, 66, 'Male', 68.76366203548736, 1.613016774940761, 0.050935128122816836, 40, 26.42903032349592, 101.33333333333333, 'Low Risk'),
(105955, 86, 14, '59:46.0', 36.16669680325535, 99.64583822548799, 134, 70, 28, 'Female', 67.63443114440707, 1.720459281671942, 0.089229735, 64, 22.84962329068012, 91.33333333333333, 'Low Risk'),
(105956, 90, 15, '58:46.0', 36.44652221529646, 95.52168160640034, 135, 73, 40, 'Female', 94.94927854236428, 1.6331933669215724, 0.13157013483728688, 62, 35.597250467962645, 93.66666666666666, 'High Risk'),
(105957, 97, 12, '57:46.0', 37.14430794010696, 97.12012325, 110, 74, 77, 'Male', 91.21483591653137, 1.7778188432607895, 0.092457281, 36, 28.859610885722994, 86, 'High Risk'),
(105958, 94, 16, '56:46.0', 37.03984866251155, 96.85986514, 112, 70, 81, 'Female', 78.56727913, 1.9124406026635346, 0.070711672, 42, 21.48155927907055, 84, 'High Risk'),
(105959, 76, 16, '55:46.0', 36.024929163616896, 97.07307779285156, 135, 86, 65, 'Female', 60.740767023243656, 1.7067685600835487, 0.088475839, 49, 20.851197569123247, 102.33333333333333, 'Low Risk'),
(105960, 66, 13, '54:46.0', 36.676577834751704, 97.09706921360927, 133, 87, 59, 'Male', 58.23881209989034, 1.578077433078127, 0.10771288579121349, 46, 23.385996985610742, 102.33333333333333, 'Low Risk'),
(105961, 97, 14, '53:46.0', 37.41702237280571, 99.14746435263457, 116, 86, 50, 'Female', 90.81767538631533, 1.8588429155191377, 0.10019820460095175, 30, 26.28360913453226, 96, 'High Risk'),
(105962, 82, 15, '52:46.0', 36.91406298892032, 98.54553835408741, 118, 77, 20, 'Male', 53.033184484333496, 1.814000432790548, 0.11310316635231861, 41, 16.11658167050966, 90.66666666666667, 'High Risk'),
(105963, 69, 17, '51:46.0', 37.109911831335346, 97.68662659226113, 131, 83, 53, 'Female', 61.146166412309064, 1.8724145756477744, 0.13329833457726853, 48, 17.440752035524273, 99, 'High Risk'),
(105964, 70, 17, '50:46.0', 36.96294753847989, 99.91050189277634, 114, 85, 56, 'Female', 56.07542089, 1.8864766386826937, 0.1186096050171606, 29, 15.756860101225245, 94.66666666666667, 'High Risk'),
(105965, 90, 18, '49:46.0', 36.983824422995546, 97.08711516383364, 119, 89, 30, 'Male', 54.37329107746472, 1.767734284324586, 0.068074092, 30, 17.400096252476736, 99, 'High Risk'),
(105966, 79, 19, '48:46.0', 36.479123837791086, 97.67796021378972, 117, 73, 46, 'Female', 70.18608362385817, 1.5052321506193178, 0.13141231460700198, 44, 30.977333944886063, 87.66666666666667, 'High Risk'),
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(106143, 84, 13, '51:46.0', 37.20311475944013, 99.17661074746658, 111, 88, 34, 'Female', 70.90571367961371, 1.6796764123845094, 0.087225768, 23, 25.13216982, 95.66666666666667, 'Low Risk'),
(106144, 77, 16, '50:46.0', 37.32165029690757, 96.76766609, 139, 78, 18, 'Male', 96.72412315211814, 1.5918987972153729, 0.12361620197772266, 61, 38.16839448112594, 98.33333333333333, 'High Risk'),
(106145, 86, 12, '49:46.0', 37.17602457414328, 97.77785381917717, 122, 88, 20, 'Male', 65.42230045532355, 1.5071291985820798, 0.11922749221059185, 34, 28.802145743499164, 99.33333333333333, 'Low Risk'),
(106146, 82, 17, '48:46.0', 36.11253296578853, 98.67912614716788, 128, 78, 37, 'Male', 74.51429059595745, 1.9321093610220073, 0.067249674, 50, 19.96071812666637, 94.66666666666666, 'Low Risk'),
(106147, 61, 14, '47:46.0', 36.805357948730624, 96.02128902988787, 112, 73, 19, 'Male', 75.43909341513114, 1.5200860796185578, 0.078247257, 39, 32.64826424377334, 86, 'High Risk'),
(106148, 62, 18, '46:46.0', 37.13307222487683, 97.46907385878494, 131, 83, 86, 'Male', 57.318308203841426, 1.7842267414789932, 0.097900554, 48, 18.005006190851336, 99, 'High Risk'),
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(106155, 81, 18, '39:46.0', 37.11103127575101, 95.97368922377972, 139, 81, 82, 'Male', 76.85738984693583, 1.5541315089237375, 0.073892286, 58, 31.820727188531052, 100.33333333333333, 'High Risk'),
(106156, 68, 16, '38:46.0', 36.44309431521305, 95.58641207514135, 127, 77, 81, 'Female', 60.22416515488464, 1.7958190385764707, 0.063557403, 50, 18.67435650304944, 93.66666666666666, 'Low Risk'),
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(106158, 65, 16, '36:46.0', 36.17478653365708, 99.99756542608377, 115, 82, 24, 'Female', 58.32309284463692, 1.921849409, 0.11071454305331924, 33, 15.790716526075757, 93, 'High Risk'),
(106159, 66, 19, '35:46.0', 36.92510276078767, 96.95457750918567, 114, 85, 83, 'Male', 88.75592652127223, 1.6165530384928686, 0.10235879002293766, 29, 33.963891553383476, 94.66666666666667, 'High Risk'),
(106160, 70, 19, '34:46.0', 36.222661424889274, 99.05295871595817, 126, 82, 42, 'Male', 51.50248838652469, 1.850781527117497, 0.097457743, 44, 15.035500888792905, 96.66666666666667, 'High Risk'),
(106161, 96, 17, '33:46.0', 37.232408680091325, 98.79321571, 112, 82, 80, 'Female', 66.09071876600477, 1.6510283767207228, 0.073747971, 30, 24.24551423359613, 92, 'High Risk'),
(106162, 69, 15, '32:46.0', 37.291796762005966, 97.12865357525118, 120, 89, 65, 'Male', 81.82394653027168, 1.6180840753058368, 0.13144410898296344, 31, 31.252031625562616, 99.33333333333333, 'High Risk'),
(106163, 75, 18, '31:46.0', 36.16395825891693, 99.53145923, 120, 84, 32, 'Male', 63.581770429764575, 1.678084917235069, 0.050758507400394226, 36, 22.57900234978857, 96, 'Low Risk'),
(106164, 87, 18, '30:46.0', 37.32836697365269, 95.20099197, 127, 73, 83, 'Female', 56.736999812120125, 1.9233181903774994, 0.095805825, 54, 15.33783596876826, 91, 'High Risk'),
(106165, 82, 12, '29:46.0', 36.22338524917252, 97.78776534767294, 136, 82, 68, 'Female', 71.15223246855611, 1.7214152016393651, 0.10322130294091927, 54, 24.011387875805458, 100, 'Low Risk'),
(106166, 62, 17, '28:46.0', 37.313044593023925, 95.71133306740242, 114, 86, 89, 'Male', 58.55364354000191, 1.8103795388727124, 0.1447625797631727, 28, 17.86547878159167, 95.33333333333333, 'High Risk'),
(106167, 74, 15, '27:46.0', 36.55576422485132, 99.93371474513248, 134, 79, 58, 'Male', 99.55467980280866, 1.9382726153270944, 0.14971033704504305, 55, 26.49915100834885, 97.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(106169, 69, 18, '25:46.0', 36.64317593306807, 97.03192195307354, 126, 83, 62, 'Male', 72.66403745054214, 1.9757677245465846, 0.083119422, 43, 18.614344689978573, 97.33333333333333, 'Low Risk'),
(106170, 81, 18, '24:46.0', 36.26231346, 97.83487449594996, 134, 73, 30, 'Male', 95.37710834552468, 1.5416930590952813, 0.094292972, 61, 40.12807411948947, 93.33333333333333, 'High Risk'),
(106171, 71, 13, '23:46.0', 36.01435794, 99.92717930795067, 136, 85, 49, 'Female', 67.48295787163795, 1.9533607047721113, 0.084121828, 51, 17.68598353191118, 102, 'High Risk'),
(106172, 69, 17, '22:46.0', 37.05967756, 97.39861859037292, 117, 74, 54, 'Female', 69.97845531428982, 1.9362321550672428, 0.1363521627062963, 43, 18.665924092284428, 88.33333333333333, 'Low Risk'),
(106173, 65, 15, '21:46.0', 36.586336223033356, 95.00384598467906, 130, 76, 50, 'Male', 86.25362872683795, 1.586084579681459, 0.094273781, 54, 34.28662120612548, 94, 'High Risk'),
(106174, 83, 13, '20:46.0', 36.91747077773154, 96.14988405595226, 114, 80, 44, 'Male', 72.88448392577962, 1.926871578753652, 0.083097556, 34, 19.630417717449028, 91.33333333333333, 'Low Risk'),
(106175, 60, 12, '19:46.0', 37.04112068735102, 95.48770086163438, 130, 73, 56, 'Female', 66.11439444594001, 1.726362261671318, 0.10308810259980966, 57, 22.183606705282177, 92, 'Low Risk'),
(106176, 96, 12, '18:46.0', 37.48344542202723, 99.58519499285214, 110, 78, 33, 'Male', 55.60864529450855, 1.7802391362234566, 0.1381528945483395, 32, 17.54630308212746, 88.66666666666667, 'High Risk'),
(106177, 88, 12, '17:46.0', 37.10698828300308, 95.35278046006657, 116, 88, 82, 'Female', 51.10380571093171, 1.8450452631930336, 0.14733665674622892, 28, 15.012022048752439, 97.33333333333333, 'High Risk'),
(106178, 89, 19, '16:46.0', 37.01865811613463, 97.59052149, 133, 81, 53, 'Female', 53.224299976083174, 1.679277997096222, 0.065965136, 52, 18.874035296600887, 98.33333333333333, 'Low Risk'),
(106179, 91, 15, '15:46.0', 37.034950488429544, 98.31798939313457, 125, 83, 43, 'Male', 73.50202055729628, 1.5303328967365348, 0.13457402468853263, 42, 31.38538421876104, 97, 'High Risk'),
(106180, 77, 12, '14:46.0', 36.03794125706542, 96.67230978048619, 112, 80, 85, 'Male', 68.67852593910558, 1.9680630429407755, 0.070066317, 32, 17.731396978876838, 90.66666666666667, 'High Risk'),
(106181, 81, 16, '13:46.0', 36.50854408537599, 95.09192325, 129, 71, 51, 'Male', 81.57409547400489, 1.5042147231131173, 0.12034544685378347, 58, 36.052268470149336, 90.33333333333333, 'High Risk'),
(106182, 89, 19, '12:46.0', 37.01455301857866, 96.12036174460529, 134, 86, 68, 'Female', 93.07032270106265, 1.818605500657557, 0.075666952, 48, 28.140656115873476, 102, 'Low Risk'),
(106183, 80, 16, '11:46.0', 36.88551887818425, 95.07393499350403, 111, 79, 41, 'Male', 65.77853602860178, 1.6997376230060608, 0.094116317, 32, 22.767766495113527, 89.66666666666667, 'Low Risk'),
(106184, 71, 13, '10:46.0', 36.79783634440453, 96.81017917539802, 121, 83, 67, 'Male', 81.48226557072903, 1.7793250442636859, 0.12704771378378127, 38, 25.736679406341604, 95.66666666666667, 'Low Risk'),
(106185, 65, 15, '09:46.0', 37.37306155016194, 97.35351832744693, 137, 79, 68, 'Male', 92.11375889761482, 1.9257691334084426, 0.052385072, 58, 24.837967931783705, 98.33333333333333, 'Low Risk'),
(106186, 99, 15, '08:46.0', 37.08155461928729, 97.65067798416894, 138, 89, 76, 'Male', 59.70629484086931, 1.732483746493272, 0.10393015171647861, 49, 19.89215265575668, 105.33333333333333, 'High Risk'),
(106187, 61, 17, '07:46.0', 36.752278518549446, 97.91551983744783, 116, 87, 73, 'Female', 87.48841549906922, 1.5463927728084175, 0.13510663677883517, 29, 36.58566289994227, 96.66666666666667, 'High Risk'),
(106188, 63, 14, '06:46.0', 37.134261584919166, 95.14597936739312, 128, 87, 67, 'Female', 67.25162319330087, 1.6186526628953923, 0.13903003556569699, 41, 25.668201436836483, 100.66666666666667, 'Low Risk'),
(106189, 83, 16, '05:46.0', 36.116539561059234, 99.16125918141212, 127, 76, 38, 'Male', 74.52580136779105, 1.6162635107692158, 0.13530613588805673, 51, 28.528722069683887, 93, 'Low Risk'),
(106190, 80, 13, '04:46.0', 37.069998556008215, 96.80049464325374, 116, 79, 57, 'Female', 60.771156432531846, 1.5861426083454957, 0.070937024, 37, 24.155333469358425, 91.33333333333333, 'Low Risk'),
(106191, 89, 17, '03:46.0', 36.3071127, 99.53477157, 117, 84, 39, 'Male', 77.40428145504646, 1.6098109303682122, 0.12383286618633041, 33, 29.868625644262277, 95, 'Low Risk'),
(106192, 97, 15, '02:46.0', 36.18651416634388, 96.19173827180468, 110, 89, 51, 'Male', 66.18452072956627, 1.8542504487475382, 0.051039354, 21, 19.249508394786677, 96, 'High Risk'),
(106193, 95, 14, '01:46.0', 36.744020136034905, 95.73053837019596, 128, 70, 68, 'Male', 91.63351546133458, 1.779939251519101, 0.12047066367475204, 58, 28.923043297801993, 89.33333333333333, 'High Risk'),
(106194, 86, 13, '00:46.0', 36.18056886544779, 96.97173012329453, 134, 83, 35, 'Female', 92.94260557992352, 1.7700539219731495, 0.09985084, 51, 29.664829058961356, 100, 'Low Risk'),
(106195, 81, 17, '59:46.0', 37.42452181816634, 98.09399615349548, 115, 79, 84, 'Female', 68.22881051596755, 1.6660088478750548, 0.10869411798360126, 36, 24.581772378532328, 91, 'Low Risk'),
(106196, 69, 16, '58:46.0', 36.23963776661287, 98.69212408, 130, 89, 29, 'Female', 54.75115113415498, 1.7776358982773335, 0.085066878, 41, 17.326371842290413, 102.66666666666667, 'High Risk'),
(106197, 75, 17, '57:46.0', 36.614395923253156, 98.49477519740957, 133, 78, 62, 'Female', 68.80330921883942, 1.5408568947288666, 0.10865798143354047, 55, 28.97908808176161, 96.33333333333333, 'Low Risk'),
(106198, 79, 13, '56:46.0', 36.340817041445206, 96.16278040887627, 120, 87, 25, 'Male', 87.15842860361242, 1.7638812868549096, 0.066392031, 33, 28.013713714875358, 98, 'Low Risk'),
(106199, 79, 12, '55:46.0', 36.74537114208809, 97.37048760195327, 111, 81, 54, 'Male', 53.39445105339658, 1.8793247072268027, 0.067174211, 30, 15.117935185900635, 91, 'High Risk'),
(106200, 65, 18, '54:46.0', 36.40355389094733, 97.09238595, 124, 70, 35, 'Male', 96.83730914762461, 1.5626378249881823, 0.11142452927701571, 54, 39.65756528986712, 88, 'High Risk'),
(106201, 85, 15, '53:46.0', 36.615641298450186, 95.78390314037097, 124, 84, 89, 'Female', 67.76929075021997, 1.6280057104141776, 0.094842238, 40, 25.569432706410844, 97.33333333333333, 'Low Risk'),
(106202, 78, 19, '52:46.0', 36.987932187621325, 98.68147603, 119, 82, 82, 'Female', 75.00269101217054, 1.5914065500307557, 0.056548909, 37, 29.615192724268375, 94.33333333333333, 'Low Risk'),
(106203, 69, 13, '51:46.0', 37.267164798084394, 95.17496462892178, 124, 78, 55, 'Female', 93.72170038, 1.5773762778875777, 0.1468985335294768, 46, 37.66773868801286, 93.33333333333333, 'High Risk'),
(106204, 90, 17, '50:46.0', 36.947696142515085, 99.53193607869805, 128, 83, 71, 'Male', 99.71035312, 1.520243032238549, 0.13828467092196345, 45, 43.14338446359816, 98, 'High Risk'),
(106205, 78, 12, '49:46.0', 36.06063867518708, 96.03236598, 114, 81, 46, 'Male', 61.014081845516046, 1.5636922485679465, 0.14066206731063796, 33, 24.953272750673953, 92, 'Low Risk'),
(106206, 71, 18, '48:46.0', 36.466345358851015, 99.06345447017569, 126, 82, 36, 'Female', 62.73944540166249, 1.9050125468906172, 0.066044739, 44, 17.288009580789755, 96.66666666666667, 'High Risk'),
(106207, 98, 17, '47:46.0', 36.361917913117935, 97.69932685015267, 120, 83, 82, 'Male', 54.12332115129933, 1.660786669197127, 0.069298653, 37, 19.622608441890083, 95.33333333333333, 'High Risk'),
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(106209, 71, 18, '45:46.0', 37.13134366429946, 95.04067718479953, 119, 80, 29, 'Female', 97.92605039256463, 1.5342536944210612, 0.069067604, 39, 41.60101081857987, 93, 'High Risk'),
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(106211, 97, 13, '43:46.0', 36.334743677921516, 96.28323168287247, 110, 85, 36, 'Male', 92.48876168731002, 1.8245264734054982, 0.1034245679874462, 25, 27.78360694095005, 93.33333333333333, 'High Risk'),
(106212, 80, 17, '42:46.0', 37.31704746596968, 96.95871399508648, 122, 89, 40, 'Female', 79.5635987, 1.8720155823780573, 0.093216872, 33, 22.70364039757662, 100, 'Low Risk'),
(106213, 77, 12, '41:46.0', 36.80789140419751, 99.29562864851198, 131, 85, 81, 'Female', 58.62633070892459, 1.931799124304793, 0.056125661, 46, 15.709732272236907, 100.33333333333333, 'High Risk'),
(106214, 66, 19, '40:46.0', 37.286408794732594, 95.79169095, 128, 70, 30, 'Female', 93.32184378638735, 1.6305591179768553, 0.088721417, 58, 35.10025018779511, 89.33333333333333, 'High Risk'),
(106215, 89, 16, '39:46.0', 36.00246215130979, 97.99184614244658, 119, 83, 64, 'Female', 83.12719714810413, 1.9684737567426382, 0.10022849146602224, 36, 21.452794810039727, 95, 'Low Risk'),
(106216, 91, 15, '38:46.0', 37.048456394583596, 99.72098372624075, 125, 85, 76, 'Female', 99.55434930813675, 1.8979351915906304, 0.055546558, 40, 27.637418887138857, 98.33333333333333, 'High Risk'),
(106217, 95, 15, '37:46.0', 36.97939766482114, 99.70938358972279, 114, 71, 54, 'Male', 61.652461252415776, 1.9950419727313908, 0.074199167, 43, 15.489819065600749, 85.33333333333333, 'High Risk'),
(106218, 74, 15, '36:46.0', 37.14706455886214, 95.38316984910199, 115, 85, 77, 'Male', 90.37928052584262, 1.5451513957528376, 0.091409161, 30, 37.85530962469847, 95, 'High Risk'),
(106219, 60, 14, '35:46.0', 37.30921204667716, 95.93009015496618, 113, 78, 87, 'Male', 93.54172510090676, 1.9736409292554176, 0.14777694256840046, 35, 24.014253399994615, 89.66666666666667, 'Low Risk'),
(106220, 79, 19, '34:46.0', 36.46704330518249, 96.24067602305708, 137, 77, 49, 'Female', 78.50959115767243, 1.706623247725296, 0.060908944, 60, 26.955500565099975, 97, 'Low Risk'),
(106221, 87, 12, '33:46.0', 37.27054693719908, 95.90139702885921, 118, 85, 61, 'Female', 75.52792503, 1.6333295751714694, 0.076307052, 33, 28.311305848246608, 96, 'Low Risk'),
(106222, 83, 17, '32:46.0', 36.31474605990934, 98.72402193, 132, 89, 88, 'Male', 97.43497891275605, 1.8483906879366008, 0.065450392, 43, 28.518544172539606, 103.33333333333333, 'Low Risk'),
(106223, 88, 16, '31:46.0', 36.04044758176457, 95.32346619495435, 128, 85, 22, 'Male', 70.40729539700583, 1.7976232120091673, 0.13178717331566425, 43, 21.78814852724024, 99.33333333333333, 'Low Risk'),
(106224, 99, 19, '30:46.0', 36.57028243878135, 97.10079018142748, 117, 89, 83, 'Male', 88.45961870402016, 1.9033090241968582, 0.050596229, 28, 24.41891986100338, 98.33333333333333, 'High Risk'),
(106225, 86, 18, '29:46.0', 37.09184315539246, 97.16052820828787, 118, 81, 43, 'Female', 77.99454986, 1.8894390362427214, 0.13637033597076215, 37, 21.84733602589992, 93.33333333333333, 'Low Risk'),
(106226, 97, 13, '28:46.0', 37.21437453623246, 95.77332083, 124, 77, 51, 'Female', 85.28094633438151, 1.9747055537274862, 0.096963506, 47, 21.869926110628914, 92.66666666666667, 'High Risk'),
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(106404, 96, 15, '30:46.0', 36.30458962212082, 99.68581635658732, 129, 75, 84, 'Male', 89.48423701779251, 1.7178863558804953, 0.11008732296202844, 54, 30.32198850237303, 93, 'High Risk'),
(106405, 91, 12, '29:46.0', 36.362154493367875, 96.34291624, 114, 78, 52, 'Female', 57.125067251707044, 1.7647182939704937, 0.10113551906680107, 36, 18.343235791460923, 90, 'High Risk'),
(106406, 60, 14, '28:46.0', 36.74948209943021, 95.83992179659793, 137, 74, 30, 'Male', 54.17914657642709, 1.9462464826661385, 0.052345563, 63, 14.303307597464935, 95, 'High Risk'),
(106407, 71, 14, '27:46.0', 36.57767048827513, 95.55179377338966, 133, 83, 52, 'Female', 56.01443688347278, 1.6421124692994957, 0.14502396859887795, 50, 20.772758711756396, 99.66666666666666, 'Low Risk'),
(106408, 99, 12, '26:46.0', 36.64174964861171, 99.93478658, 135, 86, 25, 'Female', 73.97520197382069, 1.8357257888129517, 0.063142316, 49, 21.951820432189074, 102.33333333333333, 'High Risk'),
(106409, 70, 13, '25:46.0', 37.047902527135264, 96.38379007281492, 137, 71, 82, 'Male', 74.16763122006901, 1.7490866373424223, 0.1111135583578016, 66, 24.243301628722005, 93, 'Low Risk'),
(106410, 77, 18, '24:46.0', 36.64764854304545, 95.99859572848143, 115, 71, 54, 'Female', 80.76562662960585, 1.6237438502218087, 0.055723855, 44, 30.63314089880974, 85.66666666666667, 'High Risk'),
(106411, 97, 19, '23:46.0', 36.26087809150619, 98.93055933, 136, 76, 42, 'Female', 72.95211908794799, 1.736762184436933, 0.12825898160652752, 60, 24.185618764933814, 96, 'High Risk'),
(106412, 90, 14, '22:46.0', 36.88502367765134, 95.45189577402677, 121, 79, 80, 'Female', 50.588149053773755, 1.8023595713194296, 0.053687067752451995, 42, 15.572771640738406, 93, 'High Risk'),
(106413, 69, 16, '21:46.0', 37.417223562242526, 95.12853916210476, 135, 89, 64, 'Female', 93.02242324048295, 1.6083890326910335, 0.13348450457719338, 46, 35.95882089466571, 104.33333333333333, 'High Risk'),
(106414, 86, 15, '20:46.0', 36.15645418153613, 97.68233908060793, 121, 77, 28, 'Male', 85.76157699424922, 1.9667149188896684, 0.075048713, 44, 22.17225852952093, 91.66666666666667, 'Low Risk'),
(106415, 87, 16, '19:46.0', 36.68834966878311, 97.10553756792135, 121, 81, 21, 'Male', 86.82992248067217, 1.8493620793588703, 0.075998553, 40, 25.387826208109654, 94.33333333333333, 'Low Risk'),
(106416, 67, 12, '18:46.0', 36.45194703991761, 96.39955457588832, 121, 76, 36, 'Male', 80.83842541030094, 1.8323007571711578, 0.11436489345194242, 45, 24.078216965441545, 91, 'Low Risk'),
(106417, 72, 13, '17:46.0', 36.17288953441756, 99.28042644457827, 110, 75, 63, 'Female', 52.325589511731245, 1.8339724765843506, 0.059287921, 35, 15.557094955544505, 86.66666666666667, 'High Risk'),
(106418, 97, 14, '16:46.0', 36.31380820106367, 95.40805977399741, 139, 81, 52, 'Male', 97.59805624104555, 1.506491645439229, 0.062543415, 58, 43.00388712500537, 100.33333333333333, 'High Risk'),
(106419, 94, 17, '15:46.0', 36.177832881101665, 95.35915590298335, 129, 73, 24, 'Male', 75.22742835684596, 1.5147078977328547, 0.1308624302347346, 56, 32.78826496950181, 91.66666666666666, 'High Risk'),
(106420, 94, 14, '14:46.0', 36.27901194702605, 98.39925889630423, 139, 84, 57, 'Female', 90.96086459410844, 1.842773679, 0.12886404757549708, 55, 26.78616742471892, 102.33333333333333, 'High Risk'),
(106421, 77, 17, '13:46.0', 36.05901546764843, 97.50241473, 135, 78, 21, 'Female', 69.83807433858456, 1.6358937776597082, 0.053743239, 57, 26.09648739477914, 97, 'Low Risk'),
(106422, 99, 17, '12:46.0', 37.07535623019842, 96.62751423253412, 125, 83, 44, 'Female', 64.12490334, 1.8281358372203003, 0.10112654634617405, 42, 19.18712032, 97, 'High Risk'),
(106423, 72, 14, '11:46.0', 36.447433492442755, 95.20211612671396, 122, 79, 77, 'Female', 80.54021048441739, 1.7948266151240726, 0.082871557, 43, 25.001597448735083, 93.33333333333333, 'Low Risk'),
(106424, 79, 13, '10:46.0', 37.07267792800847, 98.18602976002472, 135, 80, 82, 'Male', 66.34507442571244, 1.9879589586846171, 0.069599145, 55, 16.787802730775226, 98.33333333333333, 'High Risk'),
(106425, 73, 14, '09:46.0', 37.41857202480661, 97.12000740847637, 130, 77, 51, 'Female', 57.98639923985122, 1.5371591613359448, 0.12035331651649955, 53, 24.540785857549704, 94.66666666666666, 'Low Risk'),
(106426, 89, 12, '08:46.0', 37.229658090073535, 97.87799506029664, 115, 80, 37, 'Male', 85.93879927325992, 1.845930963323914, 0.078856994, 35, 25.220771774796155, 91.66666666666667, 'Low Risk'),
(106427, 80, 12, '07:46.0', 37.16236040681369, 97.28223176969163, 136, 73, 50, 'Male', 77.02578685, 1.822812962843257, 0.059688128276461194, 63, 23.18205472484578, 94, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(106429, 77, 16, '05:46.0', 36.36676788017788, 96.34932686716886, 127, 84, 30, 'Female', 96.91310905, 1.6425426393471978, 0.14705569983453998, 43, 35.92106642497689, 98.33333333333333, 'High Risk'),
(106430, 76, 13, '04:46.0', 36.32400522645831, 97.40588158, 116, 75, 29, 'Male', 51.00993734, 1.954811421640976, 0.083702297, 41, 13.348886925057943, 88.66666666666667, 'High Risk'),
(106431, 95, 13, '03:46.0', 36.59952451373022, 97.70369411325552, 128, 81, 29, 'Male', 50.963660108935024, 1.7570372361493711, 0.10051608698014856, 47, 16.50816039172029, 96.66666666666667, 'High Risk'),
(106432, 97, 13, '02:46.0', 37.41853615285465, 99.22449212812013, 125, 87, 21, 'Male', 65.94473798040488, 1.63309397, 0.11123495695902882, 38, 24.726223837013453, 99.66666666666667, 'High Risk'),
(106433, 89, 12, '01:46.0', 36.130184972306026, 99.08383001121517, 116, 87, 42, 'Male', 69.49317211, 1.5817024305473835, 0.084950836, 29, 27.77746263585025, 96.66666666666667, 'Low Risk'),
(106434, 83, 19, '00:46.0', 36.252094574829854, 97.15847419119615, 130, 77, 82, 'Female', 78.63284109275412, 1.8655515253433397, 0.13985145679105632, 53, 22.59380990906621, 94.66666666666666, 'Low Risk'),
(106435, 94, 14, '59:46.0', 37.48199690919799, 99.13839576824671, 126, 86, 39, 'Male', 69.02580465569412, 1.920122646943515, 0.06015878, 40, 18.722055923068673, 99.33333333333333, 'High Risk'),
(106436, 80, 12, '58:46.0', 36.864181297530656, 99.02409008800217, 138, 89, 45, 'Male', 79.85966694, 1.8022341012047889, 0.11238019161592344, 49, 24.586974376451973, 105.33333333333333, 'Low Risk'),
(106437, 80, 16, '57:46.0', 37.29954242468617, 95.65728503286158, 112, 80, 28, 'Female', 90.95434012652163, 1.578430653163299, 0.052713088, 32, 36.50668636387619, 90.66666666666667, 'High Risk'),
(106438, 65, 13, '56:46.0', 36.349466233643625, 99.03745053944853, 134, 80, 25, 'Male', 51.62126116179612, 1.7019143217743145, 0.12662472865266566, 54, 17.821868084715533, 98, 'High Risk'),
(106439, 66, 15, '55:46.0', 37.08857433, 97.43309236907957, 121, 80, 79, 'Female', 62.25971204843502, 1.5366957275109376, 0.076672605, 41, 26.36521639129473, 93.66666666666667, 'Low Risk'),
(106440, 88, 12, '54:46.0', 36.51171974574509, 95.74165147413443, 118, 83, 84, 'Female', 84.29669457190357, 1.9486065048824186, 0.1140918521480389, 35, 22.200474121325886, 94.66666666666667, 'Low Risk'),
(106441, 67, 18, '53:46.0', 36.753205509781765, 96.15854656107352, 121, 79, 75, 'Male', 77.66822470339358, 1.9804529319933586, 0.14517350123877049, 42, 19.802240366017735, 93, 'Low Risk'),
(106442, 76, 18, '52:46.0', 36.549285852401496, 98.02338506966846, 110, 78, 19, 'Female', 66.71557431304002, 1.6529383258094024, 0.076031071, 32, 24.418215929322205, 88.66666666666667, 'Low Risk'),
(106443, 65, 19, '51:46.0', 36.781896728235004, 98.65856815598146, 123, 82, 80, 'Male', 55.36561987104358, 1.801510453997668, 0.11932729106859459, 41, 17.059511593614943, 95.66666666666667, 'High Risk'),
(106444, 93, 15, '50:46.0', 37.38263682618855, 95.30789241642627, 137, 82, 53, 'Female', 73.54250365066414, 1.6535847055401098, 0.12535498223308777, 55, 26.895865064930348, 100.33333333333333, 'High Risk'),
(106445, 67, 17, '49:46.0', 37.15945660132221, 95.15814351975287, 125, 83, 43, 'Male', 79.97531367092509, 1.5391960278144028, 0.14924646773215638, 42, 33.757329612788226, 97, 'High Risk'),
(106446, 86, 19, '48:46.0', 36.18705130839742, 97.58665941415727, 128, 87, 20, 'Male', 69.19919450733346, 1.578802628028744, 0.13039492596866598, 41, 27.76165532519564, 100.66666666666667, 'Low Risk'),
(106447, 89, 12, '47:46.0', 36.86273776782564, 96.16353782770832, 115, 89, 35, 'Female', 69.74059330994336, 1.7561014182963925, 0.12958532914161713, 26, 22.61447190200937, 97.66666666666667, 'Low Risk'),
(106448, 63, 14, '46:46.0', 36.215007050181086, 96.45857545903856, 117, 80, 25, 'Male', 67.09290579, 1.9834819117674611, 0.1451016629450233, 37, 17.05375867116717, 92.33333333333333, 'High Risk'),
(106449, 77, 13, '45:46.0', 36.416716658421464, 97.72384615214014, 132, 83, 70, 'Male', 89.55272577, 1.6640668241959236, 0.13299720742545712, 49, 32.33979663575946, 99.33333333333333, 'High Risk'),
(106450, 91, 15, '44:46.0', 37.07019913255939, 95.27282342729391, 111, 80, 47, 'Female', 79.87222776462005, 1.8096918838888592, 0.079048777, 31, 24.38858032168048, 90.33333333333333, 'High Risk'),
(106451, 71, 17, '43:46.0', 36.34694272451383, 97.19900335444225, 135, 77, 24, 'Male', 98.45725068500727, 1.6125718572948424, 0.13201969831541707, 58, 37.86252316062707, 96.33333333333333, 'High Risk'),
(106452, 90, 12, '42:46.0', 36.91332979446213, 95.57251706171554, 118, 71, 49, 'Female', 56.33075552455248, 1.8854743570303703, 0.11555741158459466, 47, 15.845440450826013, 86.66666666666667, 'High Risk'),
(106453, 70, 16, '41:46.0', 36.95411036727858, 97.68473973242706, 115, 83, 66, 'Male', 78.71704092607645, 1.5292249646441818, 0.05409038, 32, 33.66092153607518, 93.66666666666667, 'High Risk'),
(106454, 88, 16, '40:46.0', 37.09368682, 97.55700686161754, 135, 75, 36, 'Male', 56.533079572597195, 1.7165904162482093, 0.056472873, 60, 19.185330132283607, 95, 'Low Risk'),
(106455, 79, 14, '39:46.0', 36.61873932558387, 99.57930992788302, 119, 70, 72, 'Female', 51.00970871939044, 1.8991019378490228, 0.1025033963193557, 49, 14.14348029499431, 86.33333333333333, 'High Risk'),
(106456, 86, 13, '38:46.0', 36.18449909, 97.24597185119298, 111, 79, 80, 'Male', 75.35946167961002, 1.6734101021377805, 0.1361822536063168, 32, 26.91119694781688, 89.66666666666667, 'Low Risk'),
(106457, 93, 16, '37:46.0', 36.30262845855707, 95.68671310041465, 127, 78, 25, 'Male', 54.085276492991014, 1.8899265299696026, 0.098429541, 49, 15.142208128426837, 94.33333333333333, 'High Risk'),
(106458, 79, 14, '36:46.0', 36.33408899920835, 99.14763764821028, 134, 76, 28, 'Male', 96.46849616312326, 1.5628868243891518, 0.082935467, 58, 39.49393876785678, 95.33333333333333, 'High Risk'),
(106459, 93, 18, '35:46.0', 36.492219665062706, 99.24157284231444, 121, 80, 77, 'Male', 86.69869845508875, 1.6779868867243755, 0.05522346, 41, 30.791826618757895, 93.66666666666667, 'High Risk'),
(106460, 77, 15, '34:46.0', 36.072216205245205, 99.84125991438147, 119, 77, 28, 'Female', 82.75920038232128, 1.5633958808536896, 0.14294424794017446, 42, 33.85932992097446, 91, 'High Risk'),
(106461, 93, 14, '33:46.0', 37.474159775311676, 97.42342236, 112, 72, 33, 'Female', 58.459275355229366, 1.7433595254191416, 0.12812742849085015, 40, 19.234438364715253, 85.33333333333333, 'High Risk'),
(106462, 88, 16, '32:46.0', 36.70211436212444, 97.52186666867676, 112, 79, 72, 'Female', 60.85653403578057, 1.6746120383838696, 0.094787803, 33, 21.70095250687789, 90, 'Low Risk'),
(106463, 73, 14, '31:46.0', 36.48761730522109, 98.66528836404554, 116, 75, 49, 'Female', 62.00429769903833, 1.8126840675933555, 0.061138203, 41, 18.870245816173647, 88.66666666666667, 'Low Risk'),
(106464, 76, 14, '30:46.0', 37.23336285839626, 95.91691518, 113, 74, 86, 'Female', 75.04060820747517, 1.8146184528415938, 0.076960073, 39, 22.78902262, 87, 'Low Risk'),
(106465, 72, 12, '29:46.0', 36.019542412037254, 96.63550555, 125, 70, 37, 'Female', 80.06282984325514, 1.6850887164665571, 0.086735064, 55, 28.19586322938216, 88.33333333333333, 'Low Risk'),
(106466, 93, 18, '28:46.0', 36.38846104196958, 98.76098969298708, 135, 70, 66, 'Male', 83.27998234541838, 1.5089091027443944, 0.14932034458856233, 65, 36.577537770050384, 91.66666666666666, 'High Risk'),
(106467, 88, 18, '27:46.0', 36.79736750069444, 95.44742674124088, 113, 80, 26, 'Female', 65.28738689750404, 1.8605876771673175, 0.078784487, 33, 18.85944925084653, 91, 'Low Risk'),
(106468, 99, 19, '26:46.0', 36.75124445, 96.99807368, 117, 82, 46, 'Female', 51.44408555921191, 1.8603450521234701, 0.058225352, 35, 14.86443631912991, 93.66666666666667, 'High Risk'),
(106469, 88, 19, '25:46.0', 36.36264264250736, 99.83092104851978, 133, 86, 20, 'Male', 92.86161138240618, 1.9226327049166834, 0.13511787269034042, 47, 25.121384127417894, 101.66666666666667, 'Low Risk'),
(106470, 66, 13, '24:46.0', 36.875685803856285, 95.07351213204025, 136, 87, 34, 'Female', 61.624838289663856, 1.6680309108299032, 0.080177563, 49, 22.14866751580661, 103.33333333333333, 'Low Risk'),
(106471, 60, 16, '23:46.0', 36.99898658974149, 99.20740777384937, 133, 74, 22, 'Female', 67.11627214013222, 1.8266681893200718, 0.062394846, 59, 20.114465416151564, 93.66666666666666, 'Low Risk'),
(106472, 66, 17, '22:46.0', 36.613863915299014, 96.24235615560113, 110, 80, 39, 'Female', 70.14907476629452, 1.5628649015430653, 0.13831510631049498, 30, 28.719645259043155, 90, 'Low Risk'),
(106473, 66, 19, '21:46.0', 36.72075734874193, 96.54374408491633, 113, 75, 46, 'Female', 77.65947340243154, 1.7985847687068088, 0.058100695, 38, 24.00670848216366, 87.66666666666667, 'Low Risk'),
(106474, 77, 19, '20:46.0', 36.52523154804063, 97.08850317203952, 114, 85, 73, 'Female', 63.42317871941921, 1.9526510967677064, 0.1416739094925272, 29, 16.634076916362925, 94.66666666666667, 'High Risk'),
(106475, 83, 17, '19:46.0', 36.80740038112562, 98.27869445368253, 121, 74, 49, 'Male', 54.09835506, 1.579549074099579, 0.14010385117508184, 47, 21.682922292364935, 89.66666666666667, 'Low Risk'),
(106476, 78, 13, '18:46.0', 36.86307432614739, 99.63822542, 114, 83, 29, 'Male', 98.18792629012044, 1.9059263455247857, 0.13100896632145426, 31, 27.029988520426702, 93.33333333333333, 'Low Risk'),
(106477, 85, 12, '17:46.0', 36.95594473, 98.84798902918979, 130, 84, 32, 'Male', 87.95477585254298, 1.5308352736602635, 0.076757796, 46, 37.532068883129476, 99.33333333333333, 'High Risk'),
(106478, 81, 14, '16:46.0', 36.27243625617282, 96.54456695022787, 133, 78, 83, 'Female', 79.58804345, 1.6940515248064556, 0.062886648, 55, 27.73285606943064, 96.33333333333333, 'Low Risk'),
(106479, 92, 18, '15:46.0', 36.94410583244283, 99.09963033927885, 134, 85, 29, 'Male', 83.98124811128608, 1.6684641082769616, 0.14154912652876614, 49, 30.16814365983339, 101.33333333333333, 'High Risk'),
(106480, 65, 17, '14:46.0', 36.92614793371959, 98.32748388535349, 127, 85, 55, 'Female', 83.05920030662895, 1.7005857789406904, 0.052125231, 42, 28.72041158818496, 99, 'Low Risk'),
(106481, 93, 15, '13:46.0', 36.17890384340634, 99.85474961161071, 122, 74, 26, 'Male', 88.22713783, 1.6087001697359264, 0.13479749375237032, 48, 34.091960396746394, 90, 'High Risk'),
(106482, 92, 16, '12:46.0', 36.043452506739506, 97.04404736824542, 130, 80, 65, 'Female', 80.88950549975002, 1.573452123664625, 0.090131435, 50, 32.67270673465666, 96.66666666666666, 'High Risk'),
(106483, 67, 12, '11:46.0', 36.69961930209769, 95.92201830330595, 122, 84, 79, 'Female', 89.51612780753867, 1.9903292779989485, 0.08309222, 38, 22.597033243615357, 96.66666666666667, 'Low Risk'),
(106484, 72, 12, '10:46.0', 37.29403778487156, 98.66542835, 137, 71, 19, 'Male', 75.32480021306685, 1.647286164898752, 0.079604808, 66, 27.758748787201203, 93, 'Low Risk'),
(106485, 62, 18, '09:46.0', 37.160465238747065, 97.94389268129912, 120, 78, 42, 'Female', 59.197123882869896, 1.684301704978194, 0.054979493, 42, 20.867039123605323, 92, 'Low Risk'),
(106486, 88, 18, '08:46.0', 36.760460882734655, 95.22374337088273, 135, 83, 31, 'Male', 89.30829623016837, 1.9634786737723764, 0.069012953, 52, 23.165379916631277, 100.33333333333333, 'Low Risk'),
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(106663, 94, 19, '11:46.0', 37.350471922136975, 99.89190367283065, 114, 84, 60, 'Male', 92.24184522475073, 1.934075328264407, 0.1328293821134528, 30, 24.65932657308029, 94, 'High Risk'),
(106664, 72, 15, '10:46.0', 37.45654777928877, 99.59417524103675, 138, 86, 40, 'Female', 63.660753840671205, 1.6967797985189086, 0.093710889, 52, 22.11163247, 103.33333333333333, 'Low Risk'),
(106665, 76, 15, '09:46.0', 37.463194868384456, 97.4171969, 128, 81, 56, 'Male', 87.95727485591027, 1.7692811609229184, 0.1047032808589144, 47, 28.09817149673844, 96.66666666666667, 'Low Risk'),
(106666, 84, 18, '08:46.0', 36.68382941623336, 99.75176598370392, 111, 85, 23, 'Male', 94.63184042627725, 1.6423691922299901, 0.14372847008825823, 26, 35.082917863148936, 93.66666666666667, 'High Risk'),
(106667, 98, 18, '07:46.0', 37.42400974511752, 98.02055170839976, 134, 70, 27, 'Male', 50.71332059411977, 1.6093236367362826, 0.10558056121326892, 64, 19.581018068049254, 91.33333333333333, 'High Risk'),
(106668, 67, 16, '06:46.0', 36.64882286815857, 96.61755576, 128, 70, 62, 'Male', 68.47851486869405, 1.5649885416030909, 0.058718903, 58, 27.959667908185857, 89.33333333333333, 'Low Risk'),
(106669, 85, 17, '05:46.0', 37.20099802262243, 99.64816544874581, 118, 88, 35, 'Male', 54.378168357995946, 1.7758815832807215, 0.059121667, 30, 17.242354430947486, 98, 'High Risk'),
(106670, 92, 15, '04:46.0', 36.07750461431056, 98.33962248, 122, 71, 56, 'Male', 79.93174900921838, 1.6418043646619849, 0.099542194, 51, 29.65353712793911, 88, 'High Risk'),
(106671, 80, 16, '03:46.0', 36.95009754913026, 99.35026354638944, 113, 89, 58, 'Male', 98.23566373213373, 1.6307919388181946, 0.11348629249556329, 24, 36.937888990524314, 97, 'High Risk'),
(106672, 77, 14, '02:46.0', 36.02203171668744, 98.38753230531563, 138, 75, 59, 'Female', 80.01366615, 1.8672833422888795, 0.1061261865695303, 63, 22.94794096171857, 96, 'Low Risk'),
(106673, 75, 16, '01:46.0', 36.41837914356504, 95.07562943664368, 127, 79, 74, 'Female', 51.786586987480675, 1.7032604023168205, 0.05038526, 48, 17.85069746791862, 95, 'High Risk'),
(106674, 61, 18, '00:46.0', 36.96200112346829, 97.01089786291743, 113, 86, 49, 'Female', 79.80164555, 1.9693625140829334, 0.063998117, 27, 20.57597922278483, 95, 'Low Risk'),
(106675, 99, 14, '59:46.0', 37.22601245446037, 97.37032893, 134, 89, 89, 'Male', 54.87019092591339, 1.5923908496131558, 0.053616639, 45, 21.638996901256405, 104, 'High Risk'),
(106676, 66, 12, '58:46.0', 37.070704350743874, 95.97896554, 138, 78, 82, 'Male', 54.38115931358475, 1.7515291336189696, 0.10170026454012601, 60, 17.726121872448996, 98, 'High Risk'),
(106677, 83, 15, '57:46.0', 36.94561095130632, 99.15499663501315, 111, 80, 61, 'Male', 71.49439253717806, 1.8116580930747719, 0.0722274, 31, 21.78309089158542, 90.33333333333333, 'Low Risk'),
(106678, 83, 12, '56:46.0', 37.16374775117619, 99.37921208, 130, 71, 43, 'Female', 94.66607863973726, 1.900603966458135, 0.052391367, 59, 26.206626861634966, 90.66666666666666, 'Low Risk'),
(106679, 61, 14, '55:46.0', 36.98157683, 98.86550817304929, 128, 88, 85, 'Female', 67.77973331250759, 1.745528049690569, 0.14408836178745105, 40, 22.245705911952466, 101.33333333333333, 'Low Risk'),
(106680, 83, 18, '54:46.0', 37.44676115006747, 96.78607199680415, 127, 86, 72, 'Female', 78.93742710404585, 1.589782048714549, 0.12798860841731913, 41, 31.232574839715674, 99.66666666666667, 'High Risk'),
(106681, 61, 18, '53:46.0', 37.241850972088784, 97.60300827158919, 114, 83, 53, 'Female', 68.13337626841512, 1.775728299983058, 0.13975524120138755, 31, 21.607617241173802, 93.33333333333333, 'Low Risk'),
(106682, 84, 17, '52:46.0', 36.04521019511553, 99.36420386636907, 133, 76, 69, 'Male', 54.704538483775664, 1.8181056542179361, 0.072293233, 57, 16.54950938615994, 95, 'High Risk'),
(106683, 95, 15, '51:46.0', 36.792352872559405, 98.06064993335413, 112, 72, 19, 'Male', 58.55276435172058, 1.8904714239957272, 0.14901346656666353, 40, 16.383518256621155, 85.33333333333333, 'High Risk'),
(106684, 70, 14, '50:46.0', 37.11234805944316, 95.42076220498427, 117, 83, 25, 'Male', 98.21324804, 1.7437926327661333, 0.11089105019930026, 34, 32.29835450039815, 94.33333333333333, 'High Risk'),
(106685, 66, 13, '49:46.0', 36.73064929, 95.67973159596094, 118, 79, 39, 'Female', 59.53353088459612, 1.5629570477267325, 0.11457862178603499, 39, 24.37067480637212, 92, 'Low Risk'),
(106686, 91, 17, '48:46.0', 36.76492895135785, 96.43326748834416, 122, 80, 34, 'Male', 68.73514974578127, 1.7293864610951921, 0.13291224778177696, 42, 22.982367967693083, 94, 'High Risk'),
(106687, 88, 13, '47:46.0', 37.40190820242232, 99.81218796, 114, 73, 26, 'Female', 80.05913982614706, 1.5494559902936327, 0.06657673, 41, 33.34666671361251, 86.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(106689, 63, 14, '45:46.0', 36.01931283139011, 96.16463605814674, 119, 82, 80, 'Male', 94.08955617529928, 1.7987673192372786, 0.067263098, 37, 29.07980184964565, 94.33333333333333, 'Low Risk'),
(106690, 72, 16, '44:46.0', 36.501280010269745, 96.48231337329828, 132, 74, 88, 'Female', 90.52532956, 1.8824516190605678, 0.13435730109729205, 58, 25.545974137399416, 93.33333333333333, 'Low Risk'),
(106691, 63, 19, '43:46.0', 36.656337634813326, 96.88565289000717, 113, 73, 50, 'Female', 69.94928377057943, 1.9973012466897284, 0.052665662971001184, 40, 17.53461060373266, 86.33333333333333, 'High Risk'),
(106692, 96, 13, '42:46.0', 37.450586526712364, 99.37462114, 125, 77, 57, 'Male', 56.12239963030397, 1.6165152625786698, 0.12215822019453156, 48, 21.47714815718866, 93, 'High Risk'),
(106693, 75, 18, '41:46.0', 36.12062218, 99.81945918748318, 121, 87, 89, 'Male', 94.86533434, 1.8586811416249458, 0.060133012, 34, 27.45982445307527, 98.33333333333333, 'Low Risk'),
(106694, 75, 13, '40:46.0', 36.174329784261076, 95.03895929195116, 126, 89, 44, 'Female', 86.59469594493895, 1.9069236924129416, 0.053971824, 37, 23.81357850097321, 101.33333333333333, 'Low Risk'),
(106695, 85, 12, '39:46.0', 36.46228450921552, 95.15712523860037, 133, 73, 47, 'Female', 63.49151700328081, 1.7745060629327523, 0.062463361393124334, 60, 20.16325899990706, 93, 'Low Risk'),
(106696, 60, 18, '38:46.0', 37.093510737704456, 95.24492242781797, 115, 78, 46, 'Female', 70.12577086583693, 1.7079382173688853, 0.064607289, 37, 24.03993755453849, 90.33333333333333, 'Low Risk'),
(106697, 69, 15, '37:46.0', 36.74138910714992, 95.39791303263854, 127, 80, 81, 'Male', 75.29944492509519, 1.5444468747267515, 0.050367048, 47, 31.567909755399228, 95.66666666666667, 'High Risk'),
(106698, 81, 14, '36:46.0', 37.01136140965822, 95.35381759943674, 128, 85, 56, 'Female', 50.13635383994607, 1.6330200376057267, 0.057081273455279774, 43, 18.800513848352082, 99.33333333333333, 'Low Risk'),
(106699, 87, 13, '35:46.0', 36.559975126788906, 95.47567458, 123, 83, 62, 'Male', 88.96625635588887, 1.9348234091925374, 0.079254248, 40, 23.76526436021825, 96.33333333333333, 'Low Risk'),
(106700, 65, 18, '34:46.0', 36.99922112976416, 98.12950530236213, 126, 89, 60, 'Male', 80.35410237812833, 1.761370959050656, 0.12731537836445633, 37, 25.900395207798695, 101.33333333333333, 'Low Risk'),
(106701, 80, 19, '33:46.0', 36.46450451881676, 96.91699322988998, 120, 81, 49, 'Female', 56.11680239635066, 1.8829513552270722, 0.061822614671782516, 39, 15.827587222953564, 94, 'High Risk'),
(106702, 88, 16, '32:46.0', 37.30665913134404, 95.73292646185713, 123, 80, 47, 'Female', 73.30897339483691, 1.5300404421149798, 0.11422910214459092, 43, 31.31492077074739, 94.33333333333333, 'High Risk'),
(106703, 93, 17, '31:46.0', 36.503702450988705, 98.81364440449896, 126, 70, 52, 'Male', 53.05578381587519, 1.8723801418007815, 0.11353667746197971, 56, 15.133684721339824, 88.66666666666666, 'High Risk'),
(106704, 87, 14, '30:46.0', 36.59681436455437, 95.59566949, 136, 85, 60, 'Female', 96.08465175629937, 1.6310601412197492, 0.13019643713425513, 51, 36.117199721982395, 102, 'High Risk'),
(106705, 89, 13, '29:46.0', 36.57986599370607, 99.99652644936236, 113, 70, 47, 'Male', 82.39925909852465, 1.8747259842138875, 0.10326526916721795, 43, 23.44486352308122, 84.33333333333333, 'Low Risk'),
(106706, 88, 15, '28:46.0', 36.94222037532803, 95.03524242858495, 137, 76, 63, 'Female', 89.96740665, 1.5655204635711928, 0.14125888541868004, 61, 36.708590081805056, 96.33333333333333, 'High Risk'),
(106707, 88, 15, '27:46.0', 36.62941133903727, 97.70902966089396, 132, 72, 29, 'Male', 67.82634328854824, 1.9989641948811336, 0.1369352795815327, 60, 16.974163194400283, 92, 'High Risk'),
(106708, 69, 17, '26:46.0', 37.00730148077279, 95.15722034757009, 113, 75, 71, 'Female', 57.28239968, 1.8981177930086242, 0.097026405, 38, 15.899185726259217, 87.66666666666667, 'High Risk'),
(106709, 84, 17, '25:46.0', 37.14568564219124, 99.66426182731274, 110, 82, 58, 'Male', 65.11128384084488, 1.6246762202533882, 0.12483086644009606, 28, 24.66735652500107, 91.33333333333333, 'Low Risk'),
(106710, 66, 17, '24:46.0', 36.96161283537527, 98.10316137, 123, 74, 89, 'Male', 86.74367173408544, 1.9308046400614325, 0.11666538787605177, 49, 23.268111357265433, 90.33333333333333, 'Low Risk'),
(106711, 69, 19, '23:46.0', 36.99036978124851, 99.20258882755249, 138, 86, 26, 'Female', 74.85916604917118, 1.9594890515759118, 0.092611707, 52, 19.496618878761844, 103.33333333333333, 'Low Risk'),
(106712, 74, 15, '22:46.0', 37.12462218909486, 99.41097114950426, 112, 74, 86, 'Male', 62.30071041385435, 1.526438080017011, 0.11058776056715497, 38, 26.73835070531987, 86.66666666666667, 'Low Risk'),
(106713, 77, 15, '21:46.0', 36.703756099657625, 95.43513410121089, 133, 83, 56, 'Female', 79.21609479054835, 1.6212400087348573, 0.072305609, 50, 30.13830359235824, 99.66666666666666, 'High Risk'),
(106714, 83, 15, '20:46.0', 37.22597096069465, 95.69908225428831, 132, 81, 86, 'Male', 53.178615075608505, 1.7857052727264735, 0.062739433, 51, 16.676982033854095, 98, 'High Risk'),
(106715, 74, 12, '19:46.0', 36.69236110873802, 97.03787904807503, 137, 74, 85, 'Female', 85.37258413, 1.9901969811839226, 0.14120246792016372, 63, 21.553921703201475, 95, 'Low Risk'),
(106716, 91, 17, '18:46.0', 37.08678567826491, 98.27092070471454, 114, 84, 84, 'Female', 73.38724372873436, 1.9893646269436391, 0.1423430962711159, 30, 18.54350364188495, 94, 'High Risk'),
(106717, 85, 12, '17:46.0', 37.411130085687866, 98.92897524021355, 132, 84, 79, 'Male', 53.50189042734265, 1.5988820757842972, 0.14626795891219346, 48, 20.928411203337014, 100, 'Low Risk'),
(106718, 78, 14, '16:46.0', 36.86067282, 99.94303039, 134, 85, 73, 'Male', 50.18781343339738, 1.7977523291135398, 0.13323756511098317, 49, 15.528823532654613, 101.33333333333333, 'High Risk'),
(106719, 86, 14, '15:46.0', 37.10817993515275, 96.38041168841603, 110, 76, 20, 'Female', 87.00607346248869, 1.739291247392653, 0.13746344912206565, 34, 28.76106387961004, 87.33333333333333, 'Low Risk'),
(106720, 95, 16, '14:46.0', 37.49632793504115, 99.90019633996964, 117, 73, 63, 'Female', 90.03109441011104, 1.6093783909047432, 0.073752296, 44, 34.759714275165585, 87.66666666666667, 'High Risk'),
(106721, 75, 13, '13:46.0', 37.445947416415976, 95.32814387762566, 114, 86, 57, 'Female', 66.08927286173788, 1.8121261066322738, 0.14879737839123738, 28, 20.125845729280936, 95.33333333333333, 'Low Risk'),
(106722, 74, 15, '12:46.0', 36.42453370483801, 97.12620214, 139, 76, 49, 'Female', 88.67838515537633, 1.9862155525099405, 0.11643005495666346, 63, 22.478380560491125, 97, 'Low Risk'),
(106723, 91, 12, '11:46.0', 36.238837548071814, 99.25441220856897, 115, 88, 74, 'Male', 54.20011207, 1.7003004397419776, 0.063442992, 27, 18.747736905454158, 97, 'High Risk'),
(106724, 89, 15, '10:46.0', 36.901931617567804, 99.18156769766769, 123, 73, 74, 'Male', 83.11708697012611, 1.8753465094928665, 0.089867369, 50, 23.633457654651675, 89.66666666666666, 'Low Risk'),
(106725, 93, 15, '09:46.0', 37.368166986990396, 99.38388100002267, 126, 79, 42, 'Male', 70.64528788181248, 1.6213644411753738, 0.12464665285566769, 47, 26.873356349101233, 94.66666666666667, 'High Risk'),
(106726, 64, 13, '08:46.0', 36.40711764444789, 97.12403704396803, 130, 74, 27, 'Male', 94.20005111992029, 1.6078825182193845, 0.088213317, 56, 36.43699153966205, 92.66666666666666, 'High Risk'),
(106727, 97, 19, '07:46.0', 36.89476463137949, 95.29334308930903, 135, 79, 38, 'Male', 95.41927205649681, 1.8164382993185608, 0.090469424, 56, 28.919767580040535, 97.66666666666666, 'High Risk'),
(106728, 94, 17, '06:46.0', 36.13535400879781, 99.54072204361663, 135, 78, 62, 'Female', 78.45457598, 1.9694413745952442, 0.1406077837825544, 57, 20.22703214265379, 97, 'High Risk'),
(106729, 96, 14, '05:46.0', 37.48343469360614, 97.21349443194967, 128, 80, 66, 'Female', 75.56924136270877, 1.5230761255275644, 0.1218968185825981, 48, 32.576306411137544, 96, 'High Risk'),
(106730, 83, 13, '04:46.0', 36.45674553843505, 97.62944857, 117, 86, 40, 'Female', 55.71553176, 1.959106813122632, 0.075167131, 31, 14.516437544942065, 96.33333333333333, 'High Risk'),
(106731, 65, 17, '03:46.0', 36.25950206866881, 97.49346857744679, 125, 81, 41, 'Female', 56.31664315933669, 1.7435332337161382, 0.11506296024915301, 44, 18.525771378594367, 95.66666666666667, 'Low Risk'),
(106732, 82, 14, '02:46.0', 36.327956303000704, 99.89204325698779, 139, 70, 72, 'Male', 79.74027012018206, 1.5148444813776298, 0.11071688112785283, 69, 34.74894344842829, 93, 'High Risk'),
(106733, 78, 17, '01:46.0', 37.13630326663925, 98.77527998691018, 115, 78, 89, 'Female', 86.58394217843994, 1.745115566981102, 0.096101256, 37, 28.430792798813027, 90.33333333333333, 'Low Risk'),
(106734, 72, 14, '00:46.0', 36.505192957859514, 98.90487363852608, 131, 77, 19, 'Female', 70.40541708034532, 1.6621842707100654, 0.12556298714774092, 54, 25.48283482, 95, 'Low Risk'),
(106735, 84, 12, '59:46.0', 36.55841914539212, 99.34960030332685, 139, 82, 69, 'Female', 81.29200177153078, 1.6248974284148285, 0.074430868, 57, 30.789023509275307, 101, 'High Risk'),
(106736, 74, 14, '58:46.0', 37.34062862422422, 96.92044425871603, 139, 89, 31, 'Female', 80.26762721, 1.6806120048334594, 0.12466641296050487, 50, 28.418784719784146, 105.66666666666666, 'Low Risk'),
(106737, 81, 17, '57:46.0', 36.57076120357971, 96.95767571, 116, 76, 70, 'Female', 61.10844700100105, 1.7404653825285912, 0.095404051, 40, 20.172999019228346, 89.33333333333333, 'Low Risk'),
(106738, 84, 15, '56:46.0', 36.862723989217045, 96.42388396683852, 118, 80, 26, 'Male', 95.63575430808123, 1.6686350138363477, 0.1195099979433162, 38, 34.34769382, 92.66666666666667, 'High Risk'),
(106739, 70, 12, '55:46.0', 36.18844032880167, 97.39229369, 124, 83, 33, 'Male', 88.36541527012803, 1.687333842709759, 0.12247029025810521, 41, 31.03703945683737, 96.66666666666667, 'High Risk'),
(106740, 66, 13, '54:46.0', 36.026460597797644, 99.74294069489102, 114, 70, 85, 'Male', 63.47148698975114, 1.733146267175028, 0.065664578, 44, 21.130425415053434, 84.66666666666667, 'Low Risk'),
(106741, 77, 12, '53:46.0', 36.26813843, 99.14695270210022, 123, 75, 19, 'Female', 83.48022674798119, 1.9443757161912978, 0.093816672, 48, 22.081229072630077, 91, 'Low Risk'),
(106742, 78, 15, '52:46.0', 37.08103218601849, 97.53937794224382, 120, 74, 86, 'Male', 57.59763832701648, 1.9771405156626818, 0.06856393, 46, 14.734303282117484, 89.33333333333333, 'High Risk'),
(106743, 87, 16, '51:46.0', 37.256887152235535, 96.08766036832499, 128, 72, 31, 'Male', 85.56305577246339, 1.5386844223152054, 0.059553901077910254, 56, 36.13991879965342, 90.66666666666666, 'High Risk'),
(106744, 70, 18, '50:46.0', 36.70162351, 96.20724050217893, 116, 81, 72, 'Male', 63.47889442938445, 1.9734744869798002, 0.1414488371407923, 35, 16.299201241008603, 92.66666666666667, 'High Risk'),
(106745, 97, 16, '49:46.0', 37.39132641567797, 98.49434302377774, 127, 72, 33, 'Female', 72.97634840338935, 1.7631009488150342, 0.060036424, 55, 23.476198339434973, 90.33333333333333, 'High Risk'),
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(106922, 88, 19, '52:46.0', 37.27361151857481, 98.01178204635832, 123, 73, 58, 'Female', 62.195959966177256, 1.6736952295589695, 0.11530288649169053, 50, 22.20288547381081, 89.66666666666666, 'Low Risk'),
(106923, 84, 17, '51:46.0', 37.27470242, 99.61667717466935, 138, 77, 43, 'Female', 94.58607271655585, 1.5196960706531035, 0.086915191, 61, 40.95563958646293, 97.33333333333333, 'High Risk'),
(106924, 66, 13, '50:46.0', 36.56858392, 98.90402042470964, 128, 76, 87, 'Female', 59.76703883755667, 1.9381764868885263, 0.054011312022428204, 52, 15.910180181483636, 93.33333333333333, 'High Risk'),
(106925, 78, 16, '49:46.0', 36.864599278461796, 95.22656648335402, 133, 76, 21, 'Male', 88.78846172860577, 1.5246937052867018, 0.12277394781078575, 57, 38.193663476650435, 95, 'High Risk'),
(106926, 71, 17, '48:46.0', 37.03796115, 98.83276364, 131, 78, 89, 'Female', 79.94868318012135, 1.8805641994504758, 0.060100606, 53, 22.606586294524448, 95.66666666666666, 'Low Risk'),
(106927, 97, 13, '47:46.0', 36.169170476924265, 96.53336792245841, 135, 79, 44, 'Female', 84.99710892121603, 1.876341655200713, 0.10767187684261753, 56, 24.14239291383058, 97.66666666666666, 'High Risk'),
(106928, 96, 19, '46:46.0', 36.535005341540604, 97.00818118950016, 122, 72, 37, 'Female', 83.35448978032295, 1.5817514530961847, 0.1496321905382273, 50, 33.31597390849818, 88.66666666666666, 'High Risk'),
(106929, 86, 15, '45:46.0', 37.362300115607724, 99.27801215558989, 128, 85, 67, 'Male', 88.23035919055636, 1.765086461564341, 0.13553603753383514, 43, 28.31953248755304, 99.33333333333333, 'Low Risk'),
(106930, 60, 19, '44:46.0', 37.461783377479925, 95.56446454360358, 136, 74, 84, 'Female', 88.89741674323484, 1.8005784825650424, 0.081697326, 62, 27.419847134193976, 94.66666666666666, 'Low Risk'),
(106931, 67, 19, '43:46.0', 36.22705488159877, 98.98038264336596, 119, 82, 73, 'Female', 61.318615970461515, 1.991094762251028, 0.11874005179833211, 37, 15.467085417974467, 94.33333333333333, 'High Risk'),
(106932, 61, 17, '42:46.0', 36.04651737451839, 98.60743597671323, 133, 78, 62, 'Male', 51.249628289679855, 1.9239155546550943, 0.10590753430328981, 55, 13.84582085213062, 96.33333333333333, 'High Risk'),
(106933, 76, 12, '41:46.0', 36.40511352533791, 95.68007871217203, 117, 85, 71, 'Female', 91.53217613471855, 1.5155682029552109, 0.10504083311871686, 32, 39.84949457650663, 95.66666666666667, 'High Risk'),
(106934, 88, 19, '40:46.0', 36.445184312990385, 99.81345813002117, 122, 79, 50, 'Female', 64.36018378883678, 1.7598480321294974, 0.10586779670903172, 43, 20.78102390163227, 93.33333333333333, 'Low Risk'),
(106935, 69, 15, '39:46.0', 36.827258170152405, 97.50049297627001, 131, 81, 82, 'Male', 85.42573470243063, 1.8834517890703217, 0.1455348859897585, 50, 24.081287720890952, 97.66666666666666, 'Low Risk'),
(106936, 97, 19, '38:46.0', 36.781670546811114, 95.74257497393853, 136, 84, 20, 'Female', 66.18270918186428, 1.793018746695466, 0.071725169, 52, 20.586138029537533, 101.33333333333333, 'High Risk'),
(106937, 97, 12, '37:46.0', 36.18685813143172, 98.90706166965404, 116, 73, 32, 'Female', 90.95377821663797, 1.5904745808463097, 0.13792638891241327, 43, 35.955661175531915, 87.33333333333333, 'High Risk'),
(106938, 70, 14, '36:46.0', 36.766383502864265, 96.55134177463276, 127, 81, 29, 'Male', 73.83637666909485, 1.6945650435376178, 0.11115681051596155, 46, 25.713067510537297, 96.33333333333333, 'Low Risk'),
(106939, 73, 19, '35:46.0', 36.320605671936825, 97.84543753872258, 118, 84, 84, 'Female', 53.49501112042566, 1.861128549024211, 0.064672369, 34, 15.44402656423703, 95.33333333333333, 'High Risk'),
(106940, 61, 16, '34:46.0', 36.88730234770648, 98.22146842500284, 114, 85, 34, 'Female', 73.87113003, 1.6868886532711935, 0.14414997073240837, 29, 25.95983386, 94.66666666666667, 'Low Risk'),
(106941, 99, 14, '33:46.0', 37.213712368913164, 98.32966373358272, 116, 76, 64, 'Male', 95.65187256689097, 1.6202414422138363, 0.11387917096166551, 40, 36.436277752946474, 89.33333333333333, 'High Risk'),
(106942, 68, 17, '32:46.0', 37.288666126832254, 98.05150796194802, 116, 84, 45, 'Female', 97.21837293919869, 1.7833384144597277, 0.085366114, 32, 30.56897093263841, 94.66666666666667, 'High Risk'),
(106943, 95, 15, '31:46.0', 36.162726899947074, 97.63540130176163, 127, 78, 63, 'Female', 61.452349971630866, 1.599438347976565, 0.1169265718801706, 49, 24.021686033332916, 94.33333333333333, 'High Risk'),
(106944, 60, 15, '30:46.0', 36.28356643336954, 97.01402516317322, 122, 73, 34, 'Female', 66.35180398466044, 1.9605500856657017, 0.12056226239601565, 49, 17.262228134249042, 89.33333333333333, 'High Risk'),
(106945, 72, 18, '29:46.0', 36.10134738874859, 97.36058698226978, 138, 85, 30, 'Female', 78.81155120101931, 1.5612549988381952, 0.050119917, 53, 32.33271630896546, 102.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(106947, 78, 13, '27:46.0', 37.14940147700736, 98.11945202203822, 136, 82, 50, 'Male', 64.73753958513832, 1.8186931399815238, 0.063440282, 54, 19.572095773415942, 100, 'Low Risk'),
(106948, 96, 13, '26:46.0', 36.22678900542177, 95.05026284682256, 124, 88, 37, 'Female', 78.60950610491452, 1.9801921365087622, 0.14654667273985278, 36, 20.047508419052882, 100, 'High Risk'),
(106949, 83, 14, '25:46.0', 36.15210802671556, 99.53085782934802, 110, 74, 78, 'Male', 62.52258320427809, 1.8268781072459517, 0.070873369, 36, 18.73345021180488, 86, 'Low Risk'),
(106950, 89, 14, '24:46.0', 37.006764708860324, 98.55188132579201, 110, 72, 82, 'Male', 52.65532363196751, 1.5713371696917608, 0.10617859933554906, 38, 21.32571096791559, 84.66666666666667, 'Low Risk'),
(106951, 63, 13, '23:46.0', 36.67473897629405, 97.64781203312798, 121, 87, 87, 'Female', 56.21657528135667, 1.756627126540884, 0.10528090972533291, 34, 18.218189484251695, 98.33333333333333, 'High Risk'),
(106952, 65, 19, '22:46.0', 36.482554938629164, 97.65187026595774, 118, 87, 19, 'Female', 81.44376401731519, 1.822081907704046, 0.053663624022824666, 31, 24.53138368880693, 97.33333333333333, 'Low Risk'),
(106953, 79, 19, '21:46.0', 36.14543891509626, 98.69889254, 127, 71, 46, 'Male', 70.15086940329535, 1.757753762, 0.056567435, 56, 22.704763650953044, 89.66666666666666, 'Low Risk'),
(106954, 85, 14, '20:46.0', 36.43772089756883, 96.53186709214864, 134, 72, 85, 'Male', 62.74040676160803, 1.5279412402644448, 0.091507401, 62, 26.874105889600752, 92.66666666666666, 'Low Risk'),
(106955, 98, 19, '19:46.0', 37.103025059978904, 98.5980421, 112, 74, 68, 'Male', 52.82294196, 1.9821144701601858, 0.10846081724951556, 38, 13.445133579177885, 86.66666666666667, 'High Risk'),
(106956, 86, 19, '18:46.0', 36.18557924599446, 95.55295736861126, 138, 70, 25, 'Female', 85.09652760807943, 1.8316581911170684, 0.12702054895565135, 68, 25.364305418828682, 92.66666666666666, 'Low Risk'),
(106957, 96, 13, '17:46.0', 36.438030428321966, 96.17173883090739, 122, 81, 27, 'Female', 92.89699844025253, 1.766213113663877, 0.10985345720477763, 41, 29.77936768305153, 94.66666666666667, 'High Risk'),
(106958, 67, 17, '16:46.0', 37.248770521178145, 96.3466696, 139, 71, 49, 'Male', 81.38553925174045, 1.8836622482271828, 0.10625313572109732, 68, 22.937241, 93.66666666666666, 'Low Risk'),
(106959, 94, 17, '15:46.0', 36.29393159465334, 99.02192737945414, 117, 74, 82, 'Male', 71.73052622313806, 1.914802803, 0.12000068831337062, 43, 19.56392133762268, 88.33333333333333, 'High Risk'),
(106960, 67, 17, '14:46.0', 37.023572751830685, 99.76039777369762, 112, 83, 86, 'Female', 67.02621788759544, 1.6613493973487123, 0.050326102, 29, 24.284141651232993, 92.66666666666667, 'Low Risk'),
(106961, 84, 14, '13:46.0', 37.06061787184603, 95.49742963953207, 123, 79, 22, 'Female', 60.18042533915392, 1.617772813925399, 0.087582185, 44, 22.99429966903617, 93.66666666666667, 'Low Risk'),
(106962, 80, 17, '12:46.0', 36.52565014977247, 99.80938515478839, 137, 78, 23, 'Male', 79.01187430445245, 1.7871018651552697, 0.14661953557856133, 59, 24.739661209411377, 97.66666666666666, 'Low Risk'),
(106963, 72, 18, '11:46.0', 36.46193999470769, 95.22557420125973, 128, 79, 39, 'Female', 57.67336312064768, 1.895017694249708, 0.09792818, 49, 16.060118240534514, 95.33333333333333, 'High Risk'),
(106964, 74, 17, '10:46.0', 36.605973726748026, 95.93860444682872, 120, 82, 71, 'Male', 70.46985741895658, 1.8072502547635865, 0.090618878, 38, 21.575794823587916, 94.66666666666667, 'Low Risk'),
(106965, 93, 16, '09:46.0', 36.372082618169884, 99.75457783473814, 133, 79, 48, 'Female', 64.32226067398696, 1.5972699181797356, 0.074469604, 54, 25.211847681162055, 97, 'High Risk'),
(106966, 60, 17, '08:46.0', 36.063902279664866, 97.96967976, 115, 80, 66, 'Male', 98.69024210975377, 1.5478349230248893, 0.10606583301830345, 35, 41.193143236190465, 91.66666666666667, 'High Risk'),
(106967, 67, 15, '07:46.0', 36.26344485809716, 96.91620839361744, 133, 76, 75, 'Male', 82.1354865, 1.696359111247762, 0.05733499, 57, 28.54271245309665, 95, 'Low Risk'),
(106968, 78, 17, '06:46.0', 36.708160482034984, 95.57906513223597, 123, 80, 78, 'Female', 65.79876928473666, 1.5192917991785033, 0.14889160049224365, 43, 28.505941091394885, 94.33333333333333, 'Low Risk'),
(106969, 74, 19, '05:46.0', 36.71072182012481, 99.46684084171059, 127, 76, 24, 'Female', 79.13436153012279, 1.7724689697316078, 0.078444084, 51, 25.188819894614124, 93, 'Low Risk'),
(106970, 80, 14, '04:46.0', 36.86449883182483, 99.53171435779979, 137, 70, 20, 'Female', 68.24413198728757, 1.525215115356263, 0.1250261812514656, 67, 29.336149692266194, 92.33333333333333, 'Low Risk'),
(106971, 97, 17, '03:46.0', 36.62535191, 96.72619613, 122, 80, 32, 'Female', 50.902103, 1.7817436052407594, 0.090317178, 42, 16.03412658, 94, 'High Risk'),
(106972, 79, 13, '02:46.0', 36.97723283765053, 95.78117736, 133, 71, 55, 'Female', 91.20172836, 1.7663008814104497, 0.059322125, 62, 29.23302092070023, 91.66666666666666, 'Low Risk'),
(106973, 99, 15, '01:46.0', 36.491761256577426, 98.7600368, 111, 72, 37, 'Female', 76.01097095014586, 1.8857874243835115, 0.14513559279698185, 39, 21.374246304432496, 85, 'High Risk'),
(106974, 84, 13, '00:46.0', 37.26461972719881, 98.83596246819343, 123, 84, 23, 'Male', 81.92619053769207, 1.619670415137185, 0.14018197462809603, 39, 31.229818648803626, 97, 'High Risk'),
(106975, 66, 16, '59:46.0', 36.898061891493235, 96.70702712400336, 122, 79, 88, 'Male', 82.93030561, 1.9537722678323828, 0.061525373, 43, 21.725280082257793, 93.33333333333333, 'Low Risk'),
(106976, 91, 17, '58:46.0', 36.74800699062561, 98.05422926879648, 128, 74, 29, 'Female', 97.45977869003444, 1.9717859327801959, 0.1073524773916894, 54, 25.067203863254104, 92, 'High Risk'),
(106977, 87, 14, '57:46.0', 36.51317162820642, 99.11415523532233, 127, 81, 78, 'Female', 70.29197707661012, 1.9558158168194697, 0.062755305, 46, 18.37595212748773, 96.33333333333333, 'High Risk'),
(106978, 82, 13, '56:46.0', 36.34575290330769, 97.54905169, 124, 88, 82, 'Female', 58.22345970725914, 1.8373743346563542, 0.14006237179120543, 36, 17.24656926218522, 100, 'High Risk'),
(106979, 79, 17, '55:46.0', 37.03937591, 98.69697704003137, 118, 74, 82, 'Male', 64.22299271, 1.896663187151691, 0.079778489, 44, 17.85295496152949, 88.66666666666667, 'High Risk'),
(106980, 76, 12, '54:46.0', 36.99323002985056, 98.67275882916806, 120, 74, 23, 'Male', 76.06934534643128, 1.7176988852879165, 0.082480567, 46, 25.78194105226236, 89.33333333333333, 'Low Risk'),
(106981, 64, 18, '53:46.0', 36.51707332602097, 99.05856252832668, 139, 88, 85, 'Female', 83.68503670128447, 1.8712106958928965, 0.051810668, 51, 23.900249157082637, 105, 'Low Risk'),
(106982, 60, 15, '52:46.0', 37.45210088606548, 99.69625377482602, 138, 71, 43, 'Male', 97.61444252049745, 1.9837271485812256, 0.1288165786705095, 67, 24.80562674062749, 93.33333333333333, 'Low Risk'),
(106983, 73, 14, '51:46.0', 36.11026466, 97.07230230252789, 131, 77, 59, 'Female', 75.77995322234352, 1.804351785711786, 0.080439618, 54, 23.27619063, 95, 'Low Risk'),
(106984, 97, 15, '50:46.0', 36.12519077584623, 95.47282103, 137, 81, 18, 'Female', 55.522709609430876, 1.9403118534592534, 0.14155878835524066, 56, 14.747811523470325, 99.66666666666666, 'High Risk'),
(106985, 62, 18, '49:46.0', 36.27809951506625, 98.78232519780391, 138, 82, 19, 'Male', 51.766685048220104, 1.823047561551315, 0.14733280303541374, 56, 15.575943277886962, 100.66666666666666, 'High Risk'),
(106986, 76, 19, '48:46.0', 36.54812895, 99.65046730189277, 128, 89, 75, 'Female', 92.55754468833817, 1.9292615992492357, 0.074132826, 39, 24.867354488016357, 102, 'Low Risk'),
(106987, 85, 17, '47:46.0', 36.778778863656264, 99.30617716443761, 128, 86, 71, 'Female', 91.91607024399642, 1.692002031451974, 0.1252744220021051, 42, 32.10625776548611, 100, 'High Risk'),
(106988, 85, 17, '46:46.0', 36.70464436335984, 98.82753970800198, 120, 74, 64, 'Male', 58.82600539932565, 1.5735883716240475, 0.1473682661600032, 46, 23.75675305036374, 89.33333333333333, 'Low Risk'),
(106989, 78, 13, '45:46.0', 36.39073575774868, 98.30784051253515, 124, 70, 31, 'Female', 76.85856863862833, 1.8890952077722025, 0.147227197, 54, 21.536969825257707, 88, 'Low Risk'),
(106990, 82, 16, '44:46.0', 36.517130170432395, 98.73180299588329, 130, 71, 56, 'Male', 54.193959183744184, 1.544480950843439, 0.099294747, 59, 22.718819833232963, 90.66666666666666, 'Low Risk'),
(106991, 76, 17, '43:46.0', 36.07424448523319, 99.22714020198319, 110, 85, 27, 'Female', 80.22701589448317, 1.6681398204905569, 0.10286298362997306, 25, 28.830736665594117, 93.33333333333333, 'Low Risk'),
(106992, 89, 14, '42:46.0', 37.094769318436846, 96.29118176192951, 134, 79, 66, 'Female', 87.58999819032368, 1.8775943098353987, 0.051540262, 55, 24.845686239904108, 97.33333333333333, 'Low Risk'),
(106993, 90, 19, '41:46.0', 36.17737733453726, 99.26520861157893, 110, 89, 60, 'Female', 62.10075638794985, 1.5813756799134862, 0.070597487, 21, 24.83286222218229, 96, 'Low Risk'),
(106994, 86, 14, '40:46.0', 36.56670276637686, 97.41075553, 139, 77, 26, 'Male', 68.94715962140452, 1.535417162959626, 0.14142852036687648, 62, 29.245806199322125, 97.66666666666666, 'Low Risk'),
(106995, 67, 12, '39:46.0', 37.321596888563555, 97.71909494383411, 116, 74, 36, 'Male', 80.97365945641651, 1.9526138385936025, 0.11713352882608387, 42, 21.237874054992705, 88, 'Low Risk'),
(106996, 77, 13, '38:46.0', 36.62588736838331, 96.64817644744161, 131, 74, 23, 'Male', 52.667765836567696, 1.8355420896715526, 0.068014139, 57, 15.632059557510159, 93, 'High Risk'),
(106997, 81, 16, '37:46.0', 36.049872582609204, 98.87301935599496, 131, 82, 36, 'Female', 93.63800144912605, 1.5896953189028387, 0.11905282771640663, 49, 37.05308263849477, 98.33333333333333, 'High Risk'),
(106998, 77, 15, '36:46.0', 36.15713149360102, 95.51524720302686, 137, 88, 79, 'Female', 59.35887121305524, 1.669649616535854, 0.076180334, 49, 21.292906622007926, 104.33333333333333, 'Low Risk'),
(106999, 93, 15, '35:46.0', 36.36242278220015, 99.70075702701051, 112, 70, 51, 'Male', 73.90933488863483, 1.6649615778557976, 0.1226808201765323, 42, 26.66188571417457, 84, 'High Risk'),
(107000, 82, 15, '34:46.0', 36.88631570973024, 95.73405689050543, 134, 83, 29, 'Female', 99.59090492354044, 1.7743287166618673, 0.067913736, 51, 31.63381100799457, 100, 'High Risk'),
(107001, 92, 12, '33:46.0', 37.33039959053914, 96.73237711181356, 123, 80, 47, 'Male', 97.81529988060191, 1.9686098022458909, 0.071055474, 43, 25.239892695704132, 94.33333333333333, 'High Risk'),
(107002, 77, 16, '32:46.0', 36.802811599756865, 95.25431168, 119, 75, 29, 'Female', 54.45007504271179, 1.8003254607597594, 0.1362691958429118, 44, 16.799503079845664, 89.66666666666667, 'High Risk'),
(107003, 82, 13, '31:46.0', 37.26901552309882, 95.39727042880304, 125, 71, 73, 'Male', 86.20497608329816, 1.621314762, 0.105497789, 54, 32.794246887193204, 89, 'High Risk'),
(107004, 91, 13, '30:46.0', 36.16260578324843, 99.28269233877495, 130, 71, 29, 'Male', 91.02218003847312, 1.8347462139309325, 0.055080923, 59, 27.03928681631522, 90.66666666666666, 'High Risk'),
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(107182, 69, 14, '32:46.0', 36.83200738898572, 97.91769033769897, 127, 88, 73, 'Male', 76.74963283062024, 1.8710771403909712, 0.061952913467559115, 39, 21.922643459957246, 101, 'Low Risk'),
(107183, 61, 14, '31:46.0', 36.51466144811398, 96.75860772039887, 132, 86, 32, 'Male', 90.78353568746903, 1.7871395659075906, 0.085221567, 46, 28.424324541757112, 101.33333333333333, 'Low Risk'),
(107184, 82, 15, '30:46.0', 37.076306826534264, 95.26313562691706, 137, 89, 50, 'Male', 92.55508486404479, 1.5458900409452847, 0.11506718504619916, 48, 38.72960651543941, 105, 'High Risk'),
(107185, 67, 14, '29:46.0', 36.02608386920283, 95.19200874769635, 119, 89, 45, 'Male', 87.97314566041399, 1.7446181261310079, 0.071579451, 30, 28.903428443122113, 99, 'Low Risk'),
(107186, 69, 14, '28:46.0', 37.28701403244203, 99.40085861258743, 120, 71, 63, 'Female', 75.01415572716326, 1.7995460040690179, 0.084297276, 49, 23.164200673764718, 87.33333333333333, 'Low Risk'),
(107187, 89, 12, '27:46.0', 36.21472119, 96.10516938583227, 113, 77, 33, 'Female', 61.89847730471442, 1.5718749304061428, 0.12782619159847292, 36, 25.05209157, 89, 'Low Risk'),
(107188, 93, 14, '26:46.0', 37.24815559655322, 98.41583884746238, 135, 88, 21, 'Female', 75.51447012664364, 1.9262399649687576, 0.089116882, 47, 20.35210811018031, 103.66666666666667, 'High Risk'),
(107189, 96, 13, '25:46.0', 36.278374862810004, 98.21141076889897, 116, 89, 27, 'Male', 68.76640684666182, 1.5418760990521636, 0.1177288445906963, 27, 28.925267205492503, 98, 'High Risk'),
(107190, 96, 16, '24:46.0', 37.39374544, 97.00756828905403, 121, 71, 23, 'Female', 68.40423265316863, 1.508454912, 0.074291924, 50, 30.06203028787177, 87.66666666666666, 'High Risk'),
(107191, 83, 14, '23:46.0', 37.151037984539435, 99.19814526946033, 111, 74, 76, 'Female', 81.27801985, 1.6615590673542737, 0.1288704930641783, 37, 29.44025347825185, 86.33333333333333, 'Low Risk'),
(107192, 60, 18, '22:46.0', 37.229663286215136, 95.83329062797887, 130, 87, 71, 'Male', 99.90515431546503, 1.8074555062260869, 0.1458188380054699, 43, 30.58106914038175, 101.33333333333333, 'High Risk'),
(107193, 79, 13, '21:46.0', 36.58408652739103, 95.86520796623151, 112, 81, 70, 'Female', 95.35567018333668, 1.764401788959785, 0.13411336099015314, 31, 30.630320702354513, 91.33333333333333, 'High Risk'),
(107194, 73, 15, '20:46.0', 37.15075756176537, 98.79729761123266, 118, 70, 57, 'Female', 98.05882681614116, 1.5621971707638853, 0.10458717084379991, 48, 40.18046876505733, 86, 'High Risk'),
(107195, 66, 19, '19:46.0', 37.017623529480595, 95.43596774, 127, 87, 44, 'Female', 58.406649151190116, 1.8236598421243877, 0.066337854, 40, 17.562026226220098, 100.33333333333333, 'High Risk'),
(107196, 77, 13, '18:46.0', 36.44934994864422, 99.14754927182945, 136, 79, 67, 'Male', 62.944952565311084, 1.6156804214179208, 0.064041629, 57, 24.112930034833777, 98, 'Low Risk'),
(107197, 91, 19, '17:46.0', 36.669793758649575, 95.44041890578995, 137, 82, 53, 'Female', 84.13052282502434, 1.9351538135426947, 0.074916331, 55, 22.46583720662457, 100.33333333333333, 'High Risk'),
(107198, 85, 19, '16:46.0', 36.79371510496174, 95.05911633274606, 122, 86, 68, 'Male', 65.85911368217866, 1.6216386195722963, 0.068293479, 36, 25.044232363948666, 98, 'Low Risk'),
(107199, 79, 15, '15:46.0', 36.68295856653966, 99.50026262296265, 138, 76, 53, 'Female', 93.78583539700767, 1.801653794810504, 0.14427086437850806, 62, 28.893128540580687, 96.66666666666666, 'Low Risk'),
(107200, 76, 17, '14:46.0', 36.885781273674624, 95.69628503510827, 122, 79, 35, 'Male', 92.62522144001852, 1.6558397578145858, 0.10788210145071131, 43, 33.78256703, 93.33333333333333, 'High Risk'),
(107201, 72, 12, '13:46.0', 36.30644748873852, 95.34880608488388, 118, 78, 57, 'Female', 63.711105720633995, 1.655506007536081, 0.083282827, 40, 23.246288336258992, 91.33333333333333, 'Low Risk'),
(107202, 88, 17, '12:46.0', 36.22346313651664, 99.88097211, 124, 82, 67, 'Female', 58.64790389101363, 1.6818509095895389, 0.12489841887848892, 42, 20.73373320844817, 96, 'Low Risk'),
(107203, 62, 15, '11:46.0', 36.14488557860596, 96.55836868580415, 116, 79, 57, 'Male', 67.66280095169489, 1.7291775768171704, 0.124268369, 37, 22.629282359694056, 91.33333333333333, 'Low Risk'),
(107204, 66, 16, '10:46.0', 36.96481300130217, 99.30677888, 138, 83, 27, 'Male', 59.226710461655635, 1.9276262232504426, 0.095918427, 55, 15.939399669987685, 101.33333333333333, 'High Risk'),
(107205, 79, 16, '09:46.0', 36.156300770367736, 95.87477452890255, 119, 71, 61, 'Female', 94.21417051146085, 1.557955712887475, 0.14777213228305058, 48, 38.81557399, 87, 'High Risk'),
(107206, 94, 12, '08:46.0', 36.327230000014524, 96.03388292028156, 132, 72, 72, 'Male', 94.28169807782264, 1.8897655758895087, 0.067111373, 60, 26.40046210557115, 92, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(107208, 74, 19, '06:46.0', 36.97774396, 97.22495087625623, 110, 75, 48, 'Female', 80.51072717, 1.7625138912189549, 0.1312368221436881, 35, 25.917234130363173, 86.66666666666667, 'Low Risk'),
(107209, 82, 17, '05:46.0', 36.18914157, 95.39566018688762, 116, 76, 19, 'Female', 58.29331047, 1.5317569382594276, 0.055823305, 40, 24.845000346456587, 89.33333333333333, 'Low Risk'),
(107210, 69, 19, '04:46.0', 37.31802580976978, 99.30579307, 137, 84, 31, 'Female', 66.60670923074537, 1.9853380579509508, 0.11163213793587087, 53, 16.898534460420436, 101.66666666666666, 'High Risk'),
(107211, 82, 19, '03:46.0', 36.96393975332485, 96.74172295, 125, 70, 57, 'Male', 60.86901891909989, 1.624838259728839, 0.1066171015062235, 55, 23.05557874235454, 88.33333333333333, 'Low Risk'),
(107212, 96, 12, '02:46.0', 36.09840279281876, 98.24250900984494, 112, 83, 44, 'Female', 52.18641748172365, 1.6891020789857012, 0.1245374658671985, 29, 18.29134710942606, 92.66666666666667, 'High Risk'),
(107213, 60, 17, '01:46.0', 37.37695772665268, 98.81932588112024, 126, 85, 83, 'Female', 55.79335971, 1.9039934579173197, 0.12406563837216836, 41, 15.390460353840705, 98.66666666666667, 'High Risk'),
(107214, 96, 17, '00:46.0', 36.48884252516318, 97.32982084112754, 128, 88, 66, 'Female', 70.30986669138481, 1.8078356614215014, 0.086666358, 40, 21.51287116793465, 101.33333333333333, 'High Risk'),
(107215, 83, 19, '59:46.0', 36.25978072548629, 99.19181783, 137, 71, 51, 'Male', 64.00124055503628, 1.971535560366735, 0.13713067753624308, 66, 16.46566072477527, 93, 'High Risk'),
(107216, 97, 14, '58:46.0', 37.38092642646431, 96.21802091020756, 139, 87, 40, 'Male', 63.20497826428757, 1.8887700024099325, 0.14641670697287612, 52, 17.717120259147094, 104.33333333333333, 'High Risk'),
(107217, 96, 16, '57:46.0', 37.35961603335266, 96.96569021993948, 112, 71, 21, 'Male', 54.05437863297385, 1.504363421615683, 0.059616233514406404, 41, 23.88500570007021, 84.66666666666667, 'High Risk'),
(107218, 67, 14, '56:46.0', 37.49026922764301, 96.93659410592548, 138, 85, 80, 'Male', 67.35336972835867, 1.7493461251934224, 0.14970472379284228, 53, 22.009381272792538, 102.66666666666666, 'Low Risk'),
(107219, 79, 16, '55:46.0', 36.46335561920868, 98.17318439420015, 116, 83, 48, 'Female', 80.79425067417588, 1.680335405270052, 0.126474514, 33, 28.614654136777187, 94, 'Low Risk'),
(107220, 90, 12, '54:46.0', 36.818251166530835, 99.80598735670465, 124, 79, 20, 'Male', 53.64192512990286, 1.6149604392616574, 0.087259204, 45, 20.56745611733101, 94, 'Low Risk'),
(107221, 61, 14, '53:46.0', 36.83248693621773, 95.13240576698175, 131, 81, 46, 'Male', 59.55881063, 1.5818915056451126, 0.11183248776983856, 50, 23.800858829918425, 97.66666666666666, 'Low Risk'),
(107222, 91, 16, '52:46.0', 36.40742383948263, 99.90268202133667, 136, 77, 36, 'Female', 50.37218247, 1.7419655207840554, 0.078946598, 59, 16.60013647830286, 96.66666666666666, 'High Risk'),
(107223, 70, 16, '51:46.0', 36.72836518925195, 95.60772135910855, 121, 72, 70, 'Female', 73.39521730323398, 1.884070781, 0.066807339, 49, 20.676324129162435, 88.33333333333333, 'Low Risk'),
(107224, 95, 12, '50:46.0', 37.268708786213054, 97.67222706785057, 125, 78, 59, 'Female', 60.481977642613785, 1.8009208989633776, 0.06116895, 47, 18.648190947209972, 93.66666666666667, 'High Risk'),
(107225, 91, 13, '49:46.0', 36.612310866626984, 99.56195060105165, 121, 87, 32, 'Female', 50.05707241852675, 1.6021384645097374, 0.11647253267823411, 34, 19.50138031527197, 98.33333333333333, 'High Risk'),
(107226, 62, 16, '48:46.0', 37.42586057268413, 98.88589255358306, 110, 74, 74, 'Male', 97.63356446405348, 1.7968383728406878, 0.058700162, 36, 30.239953406688453, 86, 'High Risk'),
(107227, 61, 19, '47:46.0', 37.441687291745154, 95.99617829682308, 128, 87, 76, 'Female', 93.19397734548292, 1.5402560445316282, 0.13542610217442635, 41, 39.28276088333991, 100.66666666666667, 'High Risk'),
(107228, 73, 18, '46:46.0', 36.919310676301244, 99.03341762099654, 125, 80, 88, 'Female', 68.90019067356181, 1.897106049602016, 0.097803673, 45, 19.144199258034988, 95, 'Low Risk'),
(107229, 75, 16, '45:46.0', 36.042531192856764, 99.93500147344156, 130, 78, 71, 'Male', 80.8112975, 1.7926006753001076, 0.094579397, 52, 25.14808782755984, 95.33333333333333, 'Low Risk'),
(107230, 66, 12, '44:46.0', 37.44841091591008, 99.41827110096118, 122, 70, 61, 'Female', 77.82171909, 1.7194670629641309, 0.13819383008578465, 52, 26.32164926265425, 87.33333333333333, 'Low Risk'),
(107231, 71, 12, '43:46.0', 36.99915356980114, 95.84562689993551, 119, 73, 53, 'Female', 55.05615612, 1.5284616293200484, 0.10058259949303426, 46, 23.566593216386675, 88.33333333333333, 'Low Risk'),
(107232, 64, 17, '42:46.0', 37.35895359599884, 99.72767052862639, 126, 76, 38, 'Female', 72.52922747743332, 1.8252499107658597, 0.12740142704053814, 50, 21.770498818788678, 92.66666666666666, 'Low Risk'),
(107233, 88, 15, '41:46.0', 36.57861173040431, 97.72846044162569, 112, 87, 87, 'Female', 73.95861199, 1.9988887910154824, 0.14311647584203568, 25, 18.51021600198026, 95.33333333333333, 'Low Risk'),
(107234, 95, 14, '40:46.0', 36.43073646264346, 95.91654298666766, 114, 82, 57, 'Female', 66.77170925023572, 1.5294130545352176, 0.052706831812737547, 32, 28.545845303359307, 92.66666666666667, 'High Risk'),
(107235, 78, 14, '39:46.0', 36.08952884544215, 97.48912377, 113, 73, 27, 'Female', 97.88894864991643, 1.6364884784951073, 0.082284467, 40, 36.551715101469014, 86.33333333333333, 'High Risk'),
(107236, 98, 18, '38:46.0', 36.20963252043015, 98.58442917442714, 116, 89, 61, 'Female', 82.90329902953778, 1.7700269613004849, 0.098705638, 27, 26.46135320606158, 98, 'High Risk'),
(107237, 74, 19, '37:46.0', 37.107984926761645, 97.17182558799091, 121, 72, 40, 'Female', 53.78605336931292, 1.9280978721100914, 0.10166891225962642, 49, 14.468100864491491, 88.33333333333333, 'High Risk'),
(107238, 70, 16, '36:46.0', 37.38786404589661, 95.5403558, 113, 71, 67, 'Female', 87.22711554768034, 1.9584315270266979, 0.10316875079505425, 42, 22.742317989043357, 85, 'Low Risk'),
(107239, 98, 12, '35:46.0', 37.068560472851054, 97.88130196530828, 115, 89, 65, 'Male', 86.81211832584702, 1.7412525904238707, 0.13908315363911536, 26, 28.63233737066414, 97.66666666666667, 'High Risk'),
(107240, 69, 18, '34:46.0', 36.44653819936987, 97.91936343388852, 125, 80, 41, 'Male', 73.66249370613141, 1.859656668523772, 0.11296583524353086, 45, 21.300062286899458, 95, 'Low Risk'),
(107241, 73, 15, '33:46.0', 37.48857696, 96.42567348, 119, 89, 68, 'Female', 88.99907020432005, 1.9194187861734497, 0.075699775, 30, 24.157166200950407, 99, 'Low Risk'),
(107242, 76, 18, '32:46.0', 36.150943675903335, 98.99742257459533, 117, 75, 61, 'Female', 72.89589118083121, 1.7344046611438622, 0.12561208922420147, 42, 24.232721199735128, 89, 'Low Risk'),
(107243, 65, 18, '31:46.0', 36.648557419729414, 99.52539248731894, 121, 78, 87, 'Female', 61.31688628494538, 1.9302686450581672, 0.056933272, 43, 16.456769288424024, 92.33333333333333, 'High Risk'),
(107244, 70, 15, '30:46.0', 36.43374181287201, 96.15198027484729, 118, 72, 74, 'Male', 54.65005879188855, 1.8874348404329346, 0.068836718, 46, 15.34075374376873, 87.33333333333333, 'High Risk'),
(107245, 96, 17, '29:46.0', 37.317906806413454, 97.09856212868232, 131, 86, 26, 'Female', 79.01676458334106, 1.7358859421882111, 0.13661385315298077, 45, 26.222667663668926, 101, 'High Risk'),
(107246, 87, 13, '28:46.0', 36.59643596237517, 98.23361733513126, 127, 89, 42, 'Male', 79.02105988128042, 1.5506451340557412, 0.13675384158518572, 38, 32.86381742, 101.66666666666667, 'High Risk'),
(107247, 96, 18, '27:46.0', 36.79204628117098, 97.51892825362371, 135, 76, 45, 'Male', 92.97811643403773, 1.990210827, 0.056118338, 59, 23.473755402683622, 95.66666666666666, 'High Risk'),
(107248, 90, 17, '26:46.0', 37.238878074714115, 99.34110377907932, 114, 72, 24, 'Female', 96.00564098844222, 1.547535583303334, 0.10054985649418058, 42, 40.08809916347088, 86, 'High Risk'),
(107249, 93, 12, '25:46.0', 36.56290421164948, 99.06038450631142, 123, 72, 18, 'Female', 63.463098072004996, 1.914665586677655, 0.12004108456110646, 51, 17.311528142839062, 89, 'High Risk'),
(107250, 66, 14, '24:46.0', 36.06801546457338, 96.81633830265353, 136, 70, 58, 'Female', 61.83310123817092, 1.8706799336732023, 0.054789104, 66, 17.669410222901345, 92, 'High Risk'),
(107251, 86, 13, '23:46.0', 36.67813740209115, 95.49080377654894, 135, 77, 32, 'Female', 51.582759586324954, 1.9118144582236618, 0.093853173, 58, 14.11279681938571, 96.33333333333333, 'High Risk'),
(107252, 60, 13, '22:46.0', 36.80721313906954, 95.01240278261417, 117, 81, 39, 'Male', 81.85769217706249, 1.7687200865870478, 0.13531700929655316, 36, 26.16623759055262, 93, 'Low Risk'),
(107253, 61, 12, '21:46.0', 36.90750978049911, 97.03708637348758, 117, 78, 24, 'Male', 50.803096945831975, 1.8934899998562817, 0.1328353776363662, 39, 14.169814210342452, 91, 'High Risk'),
(107254, 95, 12, '20:46.0', 36.61575367909924, 95.54838446, 125, 88, 74, 'Female', 70.54127125188242, 1.6950992762301147, 0.056224393, 37, 24.55008528175285, 100.33333333333333, 'High Risk'),
(107255, 71, 17, '19:46.0', 37.38435287, 95.16999389983313, 110, 79, 36, 'Female', 88.29592849588664, 1.949244820839636, 0.080397847, 31, 23.23848973397086, 89.33333333333333, 'Low Risk'),
(107256, 72, 17, '18:46.0', 36.24665754667089, 98.44839464, 124, 77, 48, 'Female', 68.11394378582457, 1.508674263204072, 0.067153234, 47, 29.925751358071484, 92.66666666666667, 'Low Risk'),
(107257, 96, 17, '17:46.0', 37.154518598868854, 98.46982175, 113, 74, 28, 'Female', 90.96881437, 1.807532068869522, 0.0768863, 39, 27.843287514433456, 87, 'High Risk'),
(107258, 70, 13, '16:46.0', 36.78838017838883, 97.20505731682152, 139, 82, 79, 'Male', 77.77743406563738, 1.9976986090756936, 0.13605704701274324, 57, 19.489184944131203, 101, 'Low Risk'),
(107259, 60, 19, '15:46.0', 37.22202117343393, 97.91072550285563, 112, 76, 46, 'Male', 50.24806521264466, 1.585960666610415, 0.061942111, 36, 19.97719549794845, 88, 'Low Risk'),
(107260, 81, 14, '14:46.0', 36.55462855213113, 96.68340529279827, 118, 71, 73, 'Male', 85.00476449916292, 1.5190762587936444, 0.077086854, 47, 36.83698827560831, 86.66666666666667, 'High Risk'),
(107261, 72, 18, '13:46.0', 36.28151420794794, 99.56431333819714, 123, 86, 63, 'Male', 82.75094904089451, 1.9202582008968834, 0.091580917, 37, 22.44159529487836, 98.33333333333333, 'Low Risk'),
(107262, 85, 12, '12:46.0', 36.76687904964373, 98.34995223574367, 125, 87, 62, 'Female', 72.34103897062971, 1.9361656512377046, 0.096454906, 38, 19.297440895799323, 99.66666666666667, 'Low Risk'),
(107263, 76, 12, '11:46.0', 36.93922405953902, 95.64730185338385, 125, 80, 33, 'Female', 66.41358465794046, 1.5001910207897304, 0.055653868, 45, 29.509632320601593, 95, 'Low Risk'),
(107264, 87, 15, '10:46.0', 36.75775824366762, 97.07968010903612, 121, 81, 54, 'Female', 55.66670652680558, 1.916212482056939, 0.078544782, 40, 15.160314046149244, 94.33333333333333, 'High Risk'),
(107265, 85, 18, '09:46.0', 37.17742462670945, 97.17352446739099, 133, 77, 51, 'Female', 95.36662245196135, 1.613067526963451, 0.075245052, 56, 36.651462161935754, 95.66666666666666, 'High Risk'),
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(107442, 89, 14, '12:46.0', 36.076805297274205, 98.20930186389094, 126, 83, 36, 'Male', 62.82967513, 1.6203827396305044, 0.10534567650624203, 43, 23.929278117259358, 97.33333333333333, 'Low Risk'),
(107443, 92, 17, '11:46.0', 37.48998127701996, 98.75918832286489, 126, 84, 78, 'Male', 53.32472652600224, 1.7868349010838829, 0.096931364, 42, 16.701665580908493, 98, 'High Risk'),
(107444, 99, 15, '10:46.0', 36.268849732232944, 98.17075060748878, 111, 73, 46, 'Male', 81.88159254982762, 1.600398551, 0.072554682, 38, 31.969068478914664, 85.66666666666667, 'High Risk'),
(107445, 78, 18, '09:46.0', 36.53167882387693, 98.79451575, 120, 83, 28, 'Female', 82.81530384242797, 1.891850916969456, 0.1444303368400474, 37, 23.138584096703593, 95.33333333333333, 'Low Risk'),
(107446, 96, 19, '08:46.0', 36.18059675629339, 96.01873201276483, 124, 85, 72, 'Female', 84.57973208903493, 1.851236773887514, 0.085367311, 39, 24.679841583381556, 98, 'High Risk'),
(107447, 65, 18, '07:46.0', 36.30851736768127, 97.57246370948185, 117, 84, 78, 'Male', 53.29244874409693, 1.6822770799415754, 0.11927517291459319, 33, 18.830880192206152, 95, 'Low Risk'),
(107448, 89, 16, '06:46.0', 37.393062746294866, 97.27718678620127, 125, 73, 48, 'Male', 87.75301682213248, 1.8982771962344236, 0.084095345, 52, 24.35245752458312, 90.33333333333333, 'Low Risk'),
(107449, 89, 16, '05:46.0', 36.98882773782005, 98.05643949, 138, 84, 59, 'Female', 84.04341413536687, 1.9429235635144124, 0.08853752, 54, 22.263439302485445, 102, 'Low Risk'),
(107450, 82, 12, '04:46.0', 36.759490964056376, 99.50869863307929, 122, 89, 25, 'Male', 63.081827451935744, 1.7662456710324406, 0.092070877, 33, 20.220972813981863, 100, 'Low Risk'),
(107451, 73, 13, '03:46.0', 36.10693126418132, 97.54192900092022, 112, 72, 80, 'Female', 79.63595066335355, 1.6634420268371624, 0.11334827703492703, 40, 28.780201443978413, 85.33333333333333, 'Low Risk'),
(107452, 68, 13, '02:46.0', 36.03202037547466, 98.73258095145835, 114, 89, 65, 'Female', 90.95949100626711, 1.7667463040288678, 0.1405106576900485, 25, 29.140677093535334, 97.33333333333333, 'Low Risk'),
(107453, 98, 13, '01:46.0', 36.22809790940325, 98.52627401737793, 134, 86, 68, 'Male', 51.52678440009551, 1.747521004892471, 0.127915429, 48, 16.872841675534676, 102, 'High Risk'),
(107454, 78, 12, '00:46.0', 36.97209955842517, 99.84023055037638, 134, 72, 29, 'Male', 50.41235113476869, 1.5423488005376078, 0.11057706567601498, 62, 21.19199059034129, 92.66666666666666, 'Low Risk'),
(107455, 90, 14, '59:46.0', 36.710596603047186, 95.17682659, 123, 82, 63, 'Female', 59.42820585565012, 1.7443384104733899, 0.057255876, 41, 19.531299102635742, 95.66666666666667, 'Low Risk'),
(107456, 79, 16, '58:46.0', 36.68222615386581, 96.78733514928805, 138, 70, 74, 'Male', 68.21991573907134, 1.8852324219265542, 0.080200921, 68, 19.19470219745155, 92.66666666666666, 'Low Risk'),
(107457, 65, 19, '57:46.0', 36.17741710802657, 95.26099254256577, 131, 81, 44, 'Male', 57.20260737820597, 1.829566065627925, 0.10228795730235785, 50, 17.08911734991477, 97.66666666666666, 'High Risk'),
(107458, 80, 15, '56:46.0', 36.93278881130172, 99.87984469030576, 136, 83, 88, 'Male', 59.979470365086534, 1.5580559282874515, 0.13529012139288482, 53, 24.707940124441865, 100.66666666666666, 'Low Risk'),
(107459, 74, 18, '55:46.0', 36.95357524175283, 96.30627333633035, 126, 88, 28, 'Male', 79.24764037683555, 1.762383179649609, 0.066649395, 38, 25.51441771499851, 100.66666666666667, 'Low Risk'),
(107460, 81, 19, '54:46.0', 36.963849673982004, 96.28932137220805, 125, 72, 76, 'Female', 52.720133710127556, 1.7901557770997685, 0.074944077, 53, 16.451096666815364, 89.66666666666666, 'High Risk'),
(107461, 90, 18, '53:46.0', 36.33367975264337, 95.58641968097282, 119, 76, 22, 'Male', 53.59910774701262, 1.6388070436379896, 0.053078834, 43, 19.957306002756745, 90.33333333333333, 'Low Risk'),
(107462, 73, 12, '52:46.0', 36.42007196491135, 98.97539591643142, 135, 74, 66, 'Female', 69.71817635756949, 1.8541821595796237, 0.079205986, 61, 20.27875192, 94.33333333333333, 'Low Risk'),
(107463, 67, 14, '51:46.0', 36.65358825, 99.10559393817427, 134, 89, 41, 'Female', 70.92948025432902, 1.8961022304933073, 0.088580025, 45, 19.728918524463882, 104, 'Low Risk'),
(107464, 77, 12, '50:46.0', 36.25049000070754, 99.71071102036703, 132, 74, 52, 'Male', 70.03732432120958, 1.5078742679270136, 0.14757445044600598, 58, 30.803444733671302, 93.33333333333333, 'High Risk'),
(107465, 76, 19, '49:46.0', 37.04296844291851, 95.88634114570509, 113, 87, 73, 'Female', 93.86847552222949, 1.7557009907322692, 0.11424852461734851, 26, 30.452198800112505, 95.66666666666667, 'High Risk'),
(107466, 86, 13, '48:46.0', 36.23396405243449, 99.29932946566818, 111, 73, 84, 'Male', 78.83498508, 1.948678263730201, 0.1463237341608537, 38, 20.760542976249948, 85.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(107468, 68, 15, '46:46.0', 36.80975189887034, 96.21847322, 114, 82, 82, 'Male', 84.59370410764039, 1.964137303748823, 0.10359895152655729, 32, 21.927764271221424, 92.66666666666667, 'Low Risk'),
(107469, 89, 16, '45:46.0', 36.56829988790571, 97.38227498, 131, 74, 40, 'Female', 71.81072625307478, 1.811542578083638, 0.096123052, 57, 21.882262667654036, 93, 'Low Risk'),
(107470, 92, 15, '44:46.0', 36.884589811013846, 97.46478264964533, 115, 74, 84, 'Female', 73.38185661683825, 1.6882805931237963, 0.055416051296351715, 41, 25.745387863801984, 87.66666666666667, 'High Risk'),
(107471, 83, 17, '43:46.0', 36.94323845335914, 98.56399314052298, 125, 82, 42, 'Female', 67.73549558560646, 1.6363642416062134, 0.081598714, 43, 25.296262046138356, 96.33333333333333, 'Low Risk'),
(107472, 79, 13, '42:46.0', 36.012057196591606, 96.79477910230655, 122, 80, 33, 'Male', 86.45783330481487, 1.7101764400723913, 0.1306755041785172, 42, 29.561230600034186, 94, 'Low Risk'),
(107473, 69, 19, '41:46.0', 36.92926565579032, 98.93586248965462, 126, 87, 41, 'Female', 60.382556186842564, 1.836492928559529, 0.06870576, 39, 17.903295227603905, 100, 'High Risk'),
(107474, 86, 12, '40:46.0', 36.59256064049761, 96.97769967029485, 128, 83, 71, 'Female', 76.86961263619143, 1.7234741361300028, 0.085289796, 45, 25.87886063165227, 98, 'Low Risk'),
(107475, 98, 18, '39:46.0', 37.38055195725147, 98.87848134382729, 129, 73, 52, 'Male', 75.31924123122475, 1.579607854054931, 0.077855366, 56, 30.186125087144813, 91.66666666666666, 'High Risk'),
(107476, 88, 18, '38:46.0', 37.39613884071933, 95.97212995382093, 112, 85, 30, 'Female', 87.89960468557732, 1.7190874847806301, 0.1173192863128107, 27, 29.743424176717106, 94, 'Low Risk'),
(107477, 93, 14, '37:46.0', 37.47121702875465, 96.92304141703482, 139, 79, 51, 'Female', 86.88388518540035, 1.5543640981258604, 0.055258132405300024, 60, 35.96116227497916, 99, 'High Risk'),
(107478, 68, 16, '36:46.0', 37.31827862892814, 98.52907927654735, 112, 77, 39, 'Male', 75.43236464, 1.9136301325663851, 0.083585028, 35, 20.598790486102214, 88.66666666666667, 'Low Risk'),
(107479, 69, 12, '35:46.0', 36.230258286744736, 98.81102341519444, 130, 89, 62, 'Female', 94.18084153238146, 1.7317316581172997, 0.093735899, 41, 31.405186281281136, 102.66666666666667, 'High Risk'),
(107480, 86, 12, '34:46.0', 36.36591247386287, 95.87362922, 135, 88, 64, 'Male', 88.18959383666231, 1.7397906467509872, 0.11494383822135597, 47, 29.13555927176312, 103.66666666666667, 'Low Risk'),
(107481, 78, 13, '33:46.0', 36.35020979466576, 99.39302608124962, 117, 82, 54, 'Male', 71.39883756764465, 1.9006236052922347, 0.13260758840512915, 35, 19.765094884706926, 93.66666666666667, 'Low Risk'),
(107482, 92, 13, '32:46.0', 37.08033864871834, 99.09614611, 125, 84, 62, 'Female', 58.467808408864684, 1.530013837082582, 0.11624370097092955, 41, 24.976184747591933, 97.66666666666667, 'High Risk'),
(107483, 87, 14, '31:46.0', 37.387595900677326, 96.14993701742918, 115, 83, 59, 'Male', 85.06629331324825, 1.6462576432977236, 0.10044183759553416, 32, 31.387874000675417, 93.66666666666667, 'High Risk'),
(107484, 66, 18, '30:46.0', 37.35119513522354, 96.65433045, 112, 87, 33, 'Female', 86.69978267593514, 1.6800832991590002, 0.052991213, 25, 30.71541442520206, 95.33333333333333, 'High Risk'),
(107485, 85, 13, '29:46.0', 36.80894189006691, 97.43785026382906, 134, 83, 54, 'Male', 69.21147641497123, 1.9462730862268105, 0.12310678464864705, 51, 18.271346742927964, 100, 'High Risk'),
(107486, 88, 13, '28:46.0', 36.691098579677295, 95.95283415700679, 113, 86, 41, 'Female', 66.22644882998087, 1.6469551687778092, 0.14407709297511556, 27, 24.415628767578596, 95, 'Low Risk'),
(107487, 66, 19, '27:46.0', 36.196851392926064, 96.33084383603429, 136, 71, 43, 'Female', 63.17772123777283, 1.6926194131245704, 0.05185264, 65, 22.051864844152124, 92.66666666666666, 'Low Risk'),
(107488, 73, 12, '26:46.0', 36.76968672412405, 95.68738852, 115, 75, 57, 'Male', 57.95367152563784, 1.7125936973403373, 0.06871863, 40, 19.75933262, 88.33333333333333, 'Low Risk'),
(107489, 93, 18, '25:46.0', 36.06323085676449, 96.90309284037545, 118, 87, 39, 'Male', 76.57725592, 1.953887323070929, 0.065240961, 31, 20.058606993137133, 97.33333333333333, 'High Risk'),
(107490, 93, 12, '24:46.0', 36.45830403649532, 97.79994334388779, 112, 88, 19, 'Male', 72.93308448236444, 1.5816479923605558, 0.1278106840691248, 24, 29.154453989447145, 96, 'High Risk'),
(107491, 66, 13, '23:46.0', 36.80353519979664, 96.07082603241699, 133, 86, 70, 'Female', 67.25206637849041, 1.730901988, 0.11938663787516426, 47, 22.447122652185087, 101.66666666666667, 'Low Risk'),
(107492, 92, 19, '22:46.0', 36.33649922580963, 96.31316418160645, 119, 87, 63, 'Male', 66.39642597, 1.5365243705114284, 0.071164016, 32, 28.123268728284767, 97.66666666666667, 'High Risk'),
(107493, 60, 13, '21:46.0', 36.115946377943445, 95.06534999857043, 131, 88, 71, 'Male', 75.87279698992685, 1.9754333169530804, 0.13852127017884053, 43, 19.44291358696656, 102.33333333333333, 'Low Risk'),
(107494, 64, 19, '20:46.0', 36.91613509273208, 96.14686615383368, 110, 88, 78, 'Female', 64.28671308116085, 1.6536771098955236, 0.12639823359887814, 22, 23.50822243380956, 95.33333333333333, 'Low Risk'),
(107495, 80, 18, '19:46.0', 37.14524039421274, 96.89187011424681, 137, 89, 78, 'Male', 88.34141684120513, 1.8908862853744943, 0.14126201860614856, 48, 24.70776923511744, 105, 'Low Risk'),
(107496, 63, 14, '18:46.0', 36.39937665117447, 95.92683681, 113, 89, 23, 'Male', 63.973951493484215, 1.824989453695757, 0.1250773083470416, 24, 19.208013776642993, 97, 'Low Risk'),
(107497, 86, 13, '17:46.0', 36.56429457709565, 98.78153762384942, 115, 84, 63, 'Female', 91.42688007218356, 1.6290387992223745, 0.12676712360973819, 31, 34.45173067892319, 94.33333333333333, 'High Risk'),
(107498, 81, 13, '16:46.0', 36.02309338412305, 98.25690972727966, 112, 80, 33, 'Female', 85.37946962086612, 1.722873209713491, 0.1487630446503786, 32, 28.763836859045206, 90.66666666666667, 'Low Risk'),
(107499, 61, 12, '15:46.0', 37.27755375661178, 95.62313642860803, 131, 81, 67, 'Male', 53.92205212, 1.6546815422998629, 0.095029416, 50, 19.69416476445872, 97.66666666666666, 'Low Risk'),
(107500, 98, 15, '14:46.0', 36.45599753935062, 96.39209352167389, 139, 89, 64, 'Male', 68.43460195976054, 1.508051429, 0.082821535, 50, 30.091472527108227, 105.66666666666666, 'High Risk'),
(107501, 66, 19, '13:46.0', 36.637151165172284, 98.80669269411321, 121, 84, 84, 'Male', 71.87092589, 1.8734540783394933, 0.064623573, 37, 20.47703795614134, 96.33333333333333, 'Low Risk'),
(107502, 75, 13, '12:46.0', 36.995746362329875, 98.03744473279444, 122, 79, 35, 'Female', 69.95465114419936, 1.9783685597738656, 0.11535233169256766, 43, 17.873194931054645, 93.33333333333333, 'High Risk'),
(107503, 64, 14, '11:46.0', 36.986992968870645, 96.29186019102268, 114, 71, 26, 'Male', 93.26385353108807, 1.5824140714001729, 0.090088807, 43, 37.24543780338849, 85.33333333333333, 'High Risk'),
(107504, 93, 17, '10:46.0', 37.18148527038277, 99.75719592, 128, 75, 78, 'Female', 58.31377554232665, 1.7580533677111116, 0.063421618, 53, 18.867182570558644, 92.66666666666666, 'High Risk'),
(107505, 65, 17, '09:46.0', 36.840771149979886, 96.06352193912986, 136, 83, 85, 'Male', 63.91539684305502, 1.689481344548327, 0.12782989494201408, 53, 22.39229920559025, 100.66666666666666, 'Low Risk'),
(107506, 63, 16, '08:46.0', 37.03110436206543, 96.36265312, 128, 75, 30, 'Male', 97.33401262938709, 1.9961337275221833, 0.13719620198585958, 53, 24.427856619803823, 92.66666666666666, 'Low Risk'),
(107507, 85, 15, '07:46.0', 37.41528621751094, 99.25430755651142, 111, 83, 57, 'Female', 52.744603633403884, 1.7173029736248864, 0.10105602451235438, 28, 17.884804168755263, 92.33333333333333, 'High Risk'),
(107508, 93, 15, '06:46.0', 37.44572368099819, 99.17560371705378, 118, 89, 42, 'Female', 64.68403935828378, 1.674434099975326, 0.050282184051962275, 29, 23.070712807957797, 98.66666666666667, 'High Risk'),
(107509, 82, 16, '05:46.0', 36.53817837558342, 97.59068609532085, 134, 72, 73, 'Female', 91.84760593759373, 1.9203935243698733, 0.10961646633513517, 62, 24.90504753, 92.66666666666666, 'Low Risk'),
(107510, 73, 19, '04:46.0', 36.32502189, 97.86719621109344, 120, 74, 60, 'Male', 88.39805610596372, 1.6203025787645482, 0.14071906302556902, 46, 33.670569998857836, 89.33333333333333, 'High Risk'),
(107511, 99, 18, '03:46.0', 36.29439458, 96.45512103560789, 126, 71, 80, 'Male', 56.404924712146425, 1.8524347824310714, 0.093373982, 55, 16.43732605172379, 89.33333333333333, 'High Risk'),
(107512, 67, 17, '02:46.0', 36.13350607380551, 97.82107535698235, 131, 78, 86, 'Male', 63.780372823090374, 1.8125395579051813, 0.11324018527519189, 53, 19.413867725297177, 95.66666666666666, 'Low Risk'),
(107513, 73, 19, '01:46.0', 36.46951514280586, 97.86941991606484, 129, 84, 51, 'Male', 73.25701401860647, 1.9225944810177515, 0.087547872, 45, 19.818639142212277, 99, 'Low Risk'),
(107514, 85, 16, '00:46.0', 36.04326202051706, 95.39067253500295, 138, 80, 89, 'Male', 94.29498969617589, 1.5489990869833388, 0.12228297609673995, 58, 39.299433840195306, 99.33333333333333, 'High Risk'),
(107515, 82, 12, '59:46.0', 37.481607146913596, 95.96467795321912, 116, 89, 65, 'Male', 85.42986974558123, 1.5939327411544535, 0.076062127, 27, 33.62557820744196, 98, 'High Risk'),
(107516, 82, 12, '58:46.0', 37.09485666630957, 98.60860298445604, 114, 89, 42, 'Female', 71.69047528227773, 1.545237487646827, 0.08038187, 25, 30.024168472607954, 97.33333333333333, 'High Risk'),
(107517, 69, 13, '57:46.0', 36.34378877301949, 95.58748288765464, 138, 85, 43, 'Male', 92.16551611536929, 1.9471500920508216, 0.1462088316797272, 53, 24.309140314210747, 102.66666666666666, 'Low Risk'),
(107518, 64, 18, '56:46.0', 37.41939457048518, 99.59910507349683, 111, 89, 88, 'Male', 75.40695762831183, 1.5020124663267695, 0.091054043, 22, 33.42445577039466, 96.33333333333333, 'High Risk'),
(107519, 78, 13, '55:46.0', 37.14905030232352, 96.97720734675984, 111, 78, 81, 'Male', 63.75610009348573, 1.783961551159899, 0.14603653489871143, 33, 20.03322015650528, 89, 'Low Risk'),
(107520, 93, 14, '54:46.0', 36.87082022155808, 96.69009034304514, 122, 88, 35, 'Male', 97.92614678687468, 1.500630945027709, 0.069243273, 34, 43.48614105865793, 99.33333333333333, 'High Risk'),
(107521, 63, 18, '53:46.0', 36.287894537991384, 98.97948567697749, 124, 80, 25, 'Female', 51.47774136, 1.8332751454728655, 0.13902688138744956, 44, 15.316663895553168, 94.66666666666667, 'High Risk'),
(107522, 96, 16, '52:46.0', 36.80906314, 99.02574049298181, 113, 73, 78, 'Female', 53.36147121886077, 1.906342575855183, 0.089773338, 40, 14.683375326643322, 86.33333333333333, 'High Risk'),
(107523, 71, 14, '51:46.0', 36.07170349085253, 99.78981397209624, 114, 82, 62, 'Male', 93.79338054637718, 1.6561163761570663, 0.077482737, 32, 34.197195088598974, 92.66666666666667, 'High Risk'),
(107524, 74, 14, '50:46.0', 36.560628646955784, 98.28685871007981, 131, 84, 31, 'Male', 55.48039559291763, 1.7870489351882284, 0.082992828, 47, 17.37267355217838, 99.66666666666667, 'High Risk'),
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(107701, 97, 17, '53:46.0', 36.49592365988563, 99.59149945173901, 119, 74, 63, 'Male', 86.74381232750707, 1.948893706525358, 0.12911407049605123, 45, 22.83821719439918, 89, 'High Risk'),
(107702, 76, 14, '52:46.0', 36.14485633643931, 97.94438831074393, 123, 75, 80, 'Female', 85.56952233209338, 1.7722007147131218, 0.085831344, 48, 27.245406562336832, 91, 'Low Risk'),
(107703, 89, 18, '51:46.0', 36.60460290542423, 95.76436546, 124, 88, 46, 'Female', 79.15225517039755, 1.7765584845611533, 0.097482257, 36, 25.07865695651761, 100, 'Low Risk'),
(107704, 91, 17, '50:46.0', 36.62414601887562, 96.53484829614666, 112, 86, 28, 'Male', 82.34444205663142, 1.7766349711231448, 0.082432522, 26, 26.087825347203598, 94.66666666666667, 'High Risk'),
(107705, 86, 12, '49:46.0', 37.06941326082081, 99.46158552794856, 133, 75, 18, 'Male', 92.41628192499971, 1.915286169882552, 0.11758232641572242, 58, 25.193073095207918, 94.33333333333333, 'Low Risk'),
(107706, 68, 19, '48:46.0', 36.87848278954563, 98.56660412774319, 122, 77, 78, 'Female', 52.35137176, 1.6326576272803508, 0.10749172823720954, 45, 19.639834456787153, 92, 'Low Risk'),
(107707, 88, 15, '47:46.0', 37.40307398617092, 98.72781914064076, 117, 83, 76, 'Male', 93.93194820036717, 1.7198139431675188, 0.062489631, 34, 31.75779922256144, 94.33333333333333, 'High Risk'),
(107708, 91, 13, '46:46.0', 37.25895196722414, 99.35266452015115, 132, 72, 30, 'Female', 52.398842570127336, 1.6867704647643502, 0.11308153122694407, 60, 18.416611136324146, 92, 'High Risk'),
(107709, 90, 17, '45:46.0', 36.21655578905251, 97.53156658, 127, 81, 81, 'Male', 52.91737516304714, 1.5901636228934188, 0.069188692, 46, 20.92737061687688, 96.33333333333333, 'Low Risk'),
(107710, 65, 19, '44:46.0', 37.46624131640391, 95.44804982, 129, 76, 25, 'Male', 63.28142047, 1.5408957528771663, 0.050580912, 53, 26.65199375645188, 93.66666666666666, 'Low Risk'),
(107711, 94, 19, '43:46.0', 36.330656858202914, 95.39849328177283, 136, 80, 64, 'Female', 88.21761551723736, 1.7280033968840884, 0.13017727562008097, 56, 29.543784790458545, 98.66666666666666, 'High Risk'),
(107712, 97, 14, '42:46.0', 37.19096639215637, 96.85790006151888, 135, 76, 78, 'Male', 50.237370575873555, 1.9656647867856187, 0.1115497621578832, 59, 13.001934831028807, 95.66666666666666, 'High Risk'),
(107713, 89, 16, '41:46.0', 37.49740823634047, 99.96050453065469, 138, 77, 32, 'Male', 82.41505601044301, 1.6408878243411282, 0.064314723, 61, 30.60897405, 97.33333333333333, 'High Risk'),
(107714, 75, 13, '40:46.0', 36.54519367438825, 97.38410179876664, 112, 82, 66, 'Male', 86.69256255560198, 1.6377157704404366, 0.072851575, 30, 32.322487658589196, 92, 'High Risk'),
(107715, 94, 18, '39:46.0', 36.02198227297165, 97.30677564, 111, 83, 37, 'Male', 64.65999159147528, 1.640637093010091, 0.13325560015046423, 28, 24.022079023533202, 92.33333333333333, 'High Risk'),
(107716, 99, 12, '38:46.0', 36.50636477027354, 99.30331283377753, 123, 79, 33, 'Female', 57.11367487288355, 1.988984707703691, 0.068821593, 44, 14.437008653808535, 93.66666666666667, 'High Risk'),
(107717, 82, 15, '37:46.0', 36.212605066244805, 97.61727408463588, 139, 72, 43, 'Male', 76.04070515, 1.5374020876377037, 0.07090658, 67, 32.17149201903407, 94.33333333333333, 'High Risk'),
(107718, 88, 12, '36:46.0', 37.45535065229885, 95.53166288523487, 120, 74, 32, 'Male', 90.31089793199264, 1.892870737377446, 0.11539529003278952, 46, 25.205669976198344, 89.33333333333333, 'Low Risk'),
(107719, 64, 12, '35:46.0', 37.29428498772861, 96.92939789, 139, 71, 86, 'Male', 54.33662268204683, 1.5125689760132532, 0.13877505799687773, 68, 23.74992619148974, 93.66666666666666, 'Low Risk'),
(107720, 82, 14, '34:46.0', 37.02540391844642, 97.48055301594789, 120, 75, 47, 'Female', 76.88866880340711, 1.678270756838454, 0.061294807375725194, 45, 27.298468783038505, 90, 'Low Risk'),
(107721, 76, 18, '33:46.0', 36.38837150220022, 96.25659452, 124, 71, 42, 'Male', 87.47419288630596, 1.9099174994043822, 0.14327483566414423, 53, 23.98008555182471, 88.66666666666666, 'Low Risk'),
(107722, 96, 12, '32:46.0', 37.122884022146685, 97.66243885674598, 118, 85, 85, 'Male', 69.43254072361484, 1.9926610718052578, 0.11036766776134313, 33, 17.48622992, 96, 'High Risk'),
(107723, 98, 12, '31:46.0', 37.19680098886611, 95.04152047991741, 119, 73, 27, 'Female', 63.954874338204846, 1.8287618807060282, 0.070931234, 46, 19.123145473153134, 88.33333333333333, 'High Risk'),
(107724, 71, 12, '30:46.0', 36.47996483741826, 98.71350950709135, 119, 89, 34, 'Male', 74.86870143873472, 1.8746901523226522, 0.1426397715064338, 30, 21.303026344718354, 99, 'Low Risk'),
(107725, 71, 12, '29:46.0', 36.35163842552936, 98.10136546647544, 115, 74, 43, 'Female', 65.22146853, 1.7296489940309323, 0.11539256648888645, 41, 21.800909694252223, 87.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(107726, 73, 19, '28:46.0', 36.78479556539367, 96.23713043999352, 114, 73, 73, 'Female', 99.13634496373989, 1.7631547289021157, 0.11685336466439786, 41, 31.88981871347355, 86.66666666666667, 'High Risk'),
(107727, 92, 16, '27:46.0', 37.41207043606636, 96.69777730829792, 134, 86, 24, 'Male', 55.25211139086647, 1.874354887076387, 0.065592677, 48, 15.726976321290891, 102, 'High Risk'),
(107728, 86, 14, '26:46.0', 37.19587039520458, 99.5881235, 139, 89, 64, 'Male', 92.84631106323431, 1.5569663297233753, 0.059819329, 50, 38.300655920465296, 105.66666666666666, 'High Risk'),
(107729, 65, 12, '25:46.0', 36.525595036845665, 95.93722014082124, 126, 81, 30, 'Female', 56.562908977281246, 1.7168760706164194, 0.12408806784627566, 45, 19.189066219066117, 96, 'Low Risk'),
(107730, 62, 12, '24:46.0', 36.66039423564233, 97.54798096069418, 123, 81, 44, 'Male', 56.67275567048925, 1.646873511163418, 0.050017567238227735, 42, 20.895551683313524, 95, 'Low Risk'),
(107731, 72, 18, '23:46.0', 36.366535934686596, 95.33759093586436, 120, 89, 54, 'Male', 77.02184437648266, 1.670861677767276, 0.1488789542467761, 31, 27.588806770757618, 99.33333333333333, 'Low Risk'),
(107732, 74, 12, '22:46.0', 36.44852156240978, 96.61260980905726, 115, 85, 73, 'Female', 67.28314779116978, 1.587701262293426, 0.11359465586414046, 30, 26.691238212345723, 95, 'Low Risk'),
(107733, 83, 16, '21:46.0', 36.23373597492032, 95.66207275949401, 110, 72, 31, 'Male', 61.431490776070795, 1.932292044755786, 0.067519078, 38, 16.45301611, 84.66666666666667, 'High Risk'),
(107734, 80, 18, '20:46.0', 36.71464269488342, 99.05177149, 122, 88, 37, 'Female', 69.25179483, 1.8334383908415177, 0.13678299409862588, 34, 20.601478618330116, 99.33333333333333, 'Low Risk'),
(107735, 86, 16, '19:46.0', 36.19009227674864, 99.66776009449102, 131, 82, 18, 'Male', 61.50495704300352, 1.6155585039665827, 0.14819964405336344, 49, 23.564853283622938, 98.33333333333333, 'Low Risk'),
(107736, 77, 18, '18:46.0', 36.976148115149286, 97.94939183513434, 131, 82, 19, 'Male', 77.20351746422992, 1.719583019863877, 0.147625921, 49, 26.10903327019963, 98.33333333333333, 'Low Risk'),
(107737, 77, 13, '17:46.0', 36.80284945295503, 95.91681762847644, 113, 87, 66, 'Male', 57.558239207854385, 1.9553072503223696, 0.11687319343405239, 26, 15.054886249487327, 95.66666666666667, 'High Risk'),
(107738, 84, 12, '16:46.0', 36.83570807478984, 96.18106443333954, 132, 78, 30, 'Male', 78.88207120856694, 1.7133948865598811, 0.11008855257287872, 54, 26.869734329955865, 96, 'Low Risk'),
(107739, 93, 13, '15:46.0', 37.185398506027774, 97.61057033319605, 134, 78, 33, 'Male', 57.39874317883805, 1.7710863602016886, 0.10341631581754554, 56, 18.29881246235721, 96.66666666666666, 'High Risk'),
(107740, 91, 18, '14:46.0', 37.08589743772446, 96.09725113056886, 129, 89, 63, 'Female', 99.15933931982913, 1.7640492804179417, 0.1446038215736435, 40, 31.86487342390246, 102.33333333333333, 'High Risk'),
(107741, 74, 13, '13:46.0', 37.32994360581334, 95.64283926692715, 128, 87, 76, 'Female', 78.09825505291471, 1.8873906088976544, 0.10824074727666419, 41, 21.923896894270722, 100.66666666666667, 'Low Risk'),
(107742, 61, 15, '12:46.0', 37.203587777484096, 96.2174759, 131, 71, 51, 'Male', 96.06281611310142, 1.6642966199766158, 0.10212169060952853, 60, 34.68117889, 91, 'High Risk'),
(107743, 91, 13, '11:46.0', 36.67003111728487, 96.10890051306683, 133, 74, 74, 'Female', 72.48663273045602, 1.9646773166497091, 0.076630412, 59, 18.779129795669373, 93.66666666666666, 'High Risk'),
(107744, 61, 17, '10:46.0', 36.393202614260495, 99.13555765202094, 127, 79, 66, 'Male', 70.41369720058164, 1.7294078500178098, 0.087395977, 48, 23.543026768481262, 95, 'Low Risk'),
(107745, 73, 12, '09:46.0', 36.72311901422401, 98.58643686026086, 120, 79, 80, 'Female', 64.99066041430852, 1.6604514172005795, 0.13941673513986963, 41, 23.572117853627834, 92.66666666666667, 'Low Risk'),
(107746, 96, 13, '08:46.0', 36.97076715, 99.44879293030195, 111, 73, 46, 'Female', 99.18947971539538, 1.8100110930308075, 0.11387373876416945, 38, 30.27632365076106, 85.66666666666667, 'High Risk'),
(107747, 98, 15, '07:46.0', 36.62898999682841, 96.39075749611898, 134, 71, 19, 'Female', 79.35403622495282, 1.829455819936521, 0.1148935360420937, 63, 23.70965143587133, 92, 'High Risk'),
(107748, 75, 13, '06:46.0', 37.41864574683482, 97.57050384809236, 121, 83, 79, 'Male', 84.10825346584755, 1.8105588211676367, 0.079746733, 38, 25.657440914247726, 95.66666666666667, 'Low Risk'),
(107749, 67, 16, '05:46.0', 36.133097312221764, 99.12688135641693, 136, 74, 25, 'Male', 71.62830179635233, 1.8406608479311508, 0.074106641, 62, 21.141563670756334, 94.66666666666666, 'Low Risk'),
(107750, 88, 14, '04:46.0', 37.49641605202876, 95.95759094544859, 137, 89, 84, 'Female', 81.58412186, 1.7710433849935774, 0.13332863026933156, 48, 26.010412692964263, 105, 'Low Risk'),
(107751, 71, 19, '03:46.0', 36.701663981786645, 98.91297487566428, 119, 76, 63, 'Female', 64.50436956009025, 1.8416907750055684, 0.061777719, 43, 19.017600040565068, 90.33333333333333, 'Low Risk'),
(107752, 83, 19, '02:46.0', 37.37437448872464, 95.03943482766856, 125, 81, 44, 'Female', 64.50493986477399, 1.567024501040524, 0.1145013802099813, 44, 26.268870583680847, 95.66666666666667, 'Low Risk'),
(107753, 88, 16, '01:46.0', 36.256348110911205, 97.12180597881043, 122, 86, 22, 'Female', 52.52183518289317, 1.8686416599954672, 0.10898916619740194, 36, 15.041385384242151, 98, 'High Risk'),
(107754, 64, 18, '00:46.0', 37.473051745227444, 98.90828553404236, 114, 70, 47, 'Female', 87.22956903926065, 1.8358129562957786, 0.0664438, 44, 25.88253832058995, 84.66666666666667, 'Low Risk'),
(107755, 68, 19, '59:46.0', 37.26584711, 95.73562791237262, 133, 88, 88, 'Male', 93.35059145848025, 1.7135544073274445, 0.064823968, 45, 31.792250906746325, 103, 'High Risk'),
(107756, 64, 17, '58:46.0', 36.40462275974205, 95.74811168325152, 122, 80, 19, 'Male', 69.06565887293962, 1.7386218691012485, 0.069693602, 42, 22.84819428967991, 94, 'Low Risk'),
(107757, 66, 13, '57:46.0', 36.04644149380787, 99.78203933378342, 120, 84, 89, 'Female', 62.51938693031421, 1.6027309970017405, 0.11159185766263782, 36, 24.338479219323794, 96, 'Low Risk'),
(107758, 68, 13, '56:46.0', 37.06007147336493, 97.67458193601198, 138, 78, 61, 'Male', 70.76926971948743, 1.595826366456997, 0.13163546652715918, 60, 27.78903344965267, 98, 'Low Risk'),
(107759, 61, 17, '55:46.0', 36.17851117831097, 96.03332895791438, 125, 81, 20, 'Female', 74.13464681, 1.5503677949729324, 0.094288323, 44, 30.842654292918656, 95.66666666666667, 'High Risk'),
(107760, 87, 18, '54:46.0', 37.012635020398214, 99.39546417372749, 122, 83, 77, 'Male', 58.43375335641076, 1.814984977650495, 0.13172020529375078, 39, 17.738533541170753, 96, 'High Risk'),
(107761, 93, 16, '53:46.0', 36.83031215199862, 97.50094918654932, 131, 78, 24, 'Male', 74.38117326612726, 1.6286611541932285, 0.092074603, 53, 28.04151984108035, 95.66666666666666, 'High Risk'),
(107762, 68, 14, '52:46.0', 36.83503395873015, 97.28592387, 118, 87, 78, 'Male', 57.48277728966338, 1.9937878175554486, 0.079891949, 31, 14.46038536356817, 97.33333333333333, 'High Risk'),
(107763, 67, 16, '51:46.0', 37.01504137345847, 99.37200783664608, 128, 70, 46, 'Male', 64.24231862410117, 1.877124773149827, 0.061264173857840235, 58, 18.23202570456798, 89.33333333333333, 'High Risk'),
(107764, 77, 16, '50:46.0', 36.263049710970954, 98.55401237309931, 136, 87, 85, 'Male', 70.61959369228182, 1.9373915301228202, 0.056603441, 49, 18.81440207915756, 103.33333333333333, 'Low Risk'),
(107765, 67, 16, '49:46.0', 37.34782804623863, 98.24912201142183, 130, 89, 48, 'Female', 89.01061905185428, 1.674858684580009, 0.052048782994111656, 41, 31.731125914697554, 102.66666666666667, 'High Risk'),
(107766, 98, 18, '48:46.0', 36.672213143901445, 99.85905520089085, 127, 78, 20, 'Female', 60.98874349274547, 1.9687111997031228, 0.050437822, 49, 15.73568532298768, 94.33333333333333, 'High Risk'),
(107767, 96, 16, '47:46.0', 36.54785372223124, 97.22895159087584, 110, 81, 61, 'Female', 92.05862159066997, 1.506458414235447, 0.11792952519915118, 29, 40.56487788005664, 90.66666666666667, 'High Risk'),
(107768, 96, 18, '46:46.0', 36.44805730881651, 98.08799818153756, 120, 87, 36, 'Female', 58.78589730125921, 1.7165364832413281, 0.10176151829287455, 33, 19.951110542332344, 98, 'High Risk'),
(107769, 95, 12, '45:46.0', 37.336521171698486, 95.78828636655332, 125, 75, 28, 'Female', 90.18422330064382, 1.873808142558089, 0.11369583313213069, 50, 25.685044688535942, 91.66666666666666, 'High Risk'),
(107770, 98, 14, '44:46.0', 36.64892422713953, 98.27461446504208, 139, 86, 38, 'Male', 55.40449128, 1.7366288760469146, 0.094213715, 53, 18.370921250296053, 103.66666666666666, 'High Risk'),
(107771, 93, 19, '43:46.0', 36.182312351259725, 97.45142870102472, 126, 75, 52, 'Female', 66.57632593721527, 1.5535694961389526, 0.10912016407295944, 51, 27.584076831354906, 92, 'High Risk'),
(107772, 72, 18, '42:46.0', 37.46580312332535, 95.83005816, 136, 72, 44, 'Female', 89.49441047488827, 1.5159590398698062, 0.13629464308152867, 64, 38.94224433234941, 93.33333333333333, 'High Risk'),
(107773, 80, 14, '41:46.0', 37.01860300701774, 96.08480564499975, 127, 77, 73, 'Female', 51.83670208212405, 1.6374107998773897, 0.060926795758322196, 50, 19.334015493549142, 93.66666666666666, 'Low Risk'),
(107774, 89, 17, '40:46.0', 36.45908303108669, 96.29081685680185, 115, 84, 45, 'Female', 74.98468527390143, 1.5899422322588048, 0.078966935, 31, 29.66264556185893, 94.33333333333333, 'Low Risk'),
(107775, 65, 14, '39:46.0', 36.13483531739066, 99.44302928658726, 123, 79, 22, 'Male', 59.806566490300554, 1.8608477331267448, 0.073144938, 44, 17.271386172019675, 93.66666666666667, 'High Risk'),
(107776, 98, 19, '38:46.0', 36.62599836211983, 95.63444789515097, 122, 79, 70, 'Male', 52.721815731095546, 1.7929602334408612, 0.069100011, 43, 16.400196220846407, 93.33333333333333, 'High Risk'),
(107777, 64, 19, '37:46.0', 37.40999170753001, 97.93516757, 119, 75, 23, 'Female', 90.75111648789525, 1.6453451300872253, 0.094830403, 44, 33.52262018923157, 89.66666666666667, 'High Risk'),
(107778, 79, 15, '36:46.0', 36.00672522983964, 99.69224817506753, 119, 73, 22, 'Male', 66.93645889540645, 1.9599037572204594, 0.064030218, 46, 17.425820752536126, 88.33333333333333, 'High Risk'),
(107779, 77, 14, '35:46.0', 36.99240230771894, 97.89165753777846, 113, 73, 47, 'Male', 54.40250810266303, 1.6160444182002431, 0.11168594389237933, 40, 20.831106308431604, 86.33333333333333, 'Low Risk'),
(107780, 71, 13, '34:46.0', 37.17383135401059, 95.33703332234826, 122, 80, 68, 'Female', 67.02960334409913, 1.5070413411858692, 0.11725717047466216, 42, 29.51320111539175, 94, 'Low Risk'),
(107781, 81, 17, '33:46.0', 36.610129266947894, 96.47123702084295, 135, 79, 41, 'Female', 83.12931611399198, 1.6392036272167698, 0.091881829, 56, 30.937726432418046, 97.66666666666666, 'High Risk'),
(107782, 98, 15, '32:46.0', 36.723453861250874, 96.26870135704328, 128, 86, 57, 'Female', 52.688253451762726, 1.9342762453382278, 0.11644465557764741, 42, 14.082404212128175, 100, 'High Risk'),
(107783, 84, 13, '31:46.0', 36.223274946737845, 96.83370237516455, 137, 87, 71, 'Female', 51.02601985962564, 1.9664432936220455, 0.069600057, 50, 13.195590798677676, 103.66666666666666, 'High Risk'),
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(107959, 99, 15, '35:46.0', 36.58502818349279, 97.44874027719109, 139, 86, 77, 'Female', 59.98158612472423, 1.572053710367047, 0.095881816, 53, 24.270749391809456, 103.66666666666666, 'High Risk'),
(107960, 79, 19, '34:46.0', 37.273772042948984, 98.76640873546657, 117, 74, 29, 'Male', 69.06236402151909, 1.675453707, 0.065430759, 43, 24.602349003149484, 88.33333333333333, 'Low Risk'),
(107961, 68, 12, '33:46.0', 37.22129543249163, 97.16785501878469, 138, 86, 37, 'Male', 84.72401633848315, 1.9705855718521628, 0.085558344, 52, 21.81805026538802, 103.33333333333333, 'Low Risk'),
(107962, 88, 17, '32:46.0', 36.84007435500579, 97.95324792177855, 127, 87, 53, 'Male', 76.49853880609012, 1.8208488772715938, 0.079949361, 40, 23.07306738399675, 100.33333333333333, 'Low Risk'),
(107963, 93, 15, '31:46.0', 37.395658747809286, 98.05828277470862, 130, 73, 57, 'Female', 55.36963007595987, 1.8601518525319913, 0.094253829, 57, 16.00202055233825, 92, 'High Risk'),
(107964, 71, 19, '30:46.0', 36.46096377236859, 99.24470678042337, 125, 70, 70, 'Male', 93.50165141603176, 1.9208558482145526, 0.1457276754785387, 55, 25.341349174280612, 88.33333333333333, 'Low Risk'),
(107965, 63, 15, '29:46.0', 36.198949664395926, 98.39140537705678, 112, 80, 30, 'Male', 77.77388944849704, 1.6813550803640465, 0.14883546427852992, 32, 27.511542287466284, 90.66666666666667, 'Low Risk'),
(107966, 79, 15, '28:46.0', 36.56303492068601, 95.73482875242297, 127, 80, 20, 'Male', 68.67605182, 1.9218155596564883, 0.09899249, 47, 18.59438886586579, 95.66666666666667, 'Low Risk'),
(107967, 71, 19, '27:46.0', 36.58865615912093, 95.31970327682231, 117, 73, 86, 'Male', 77.35362195669163, 1.7508890880768022, 0.052462278151323705, 44, 25.23268008107838, 87.66666666666667, 'Low Risk'),
(107968, 85, 17, '26:46.0', 36.75903082, 99.48581294829569, 130, 73, 86, 'Female', 88.05484371468448, 1.731429608520803, 0.064468771, 57, 29.37267978354263, 92, 'Low Risk'),
(107969, 76, 13, '25:46.0', 36.788149043204704, 97.72195035366418, 124, 77, 60, 'Female', 91.48320436002948, 1.6139672020176417, 0.11869819737795159, 47, 35.11979385807099, 92.66666666666667, 'High Risk'),
(107970, 65, 13, '24:46.0', 36.26279782, 96.39909816512065, 125, 89, 64, 'Female', 75.54903795432273, 1.6308206278415591, 0.057885814, 36, 28.406422761123896, 101, 'Low Risk'),
(107971, 96, 12, '23:46.0', 36.522712458945925, 98.68085654, 130, 81, 40, 'Female', 71.35015791357532, 1.6323434737636902, 0.12056880379110818, 49, 26.777611982734726, 97.33333333333333, 'High Risk'),
(107972, 96, 14, '22:46.0', 36.914829542624226, 99.92072032, 136, 72, 38, 'Male', 78.04475880398553, 1.7165358669504966, 0.14340308264244767, 64, 26.487317532138473, 93.33333333333333, 'High Risk'),
(107973, 84, 15, '21:46.0', 36.72157281112518, 98.23508164, 114, 73, 32, 'Male', 55.818524146317536, 1.5351863042079432, 0.12629772516190252, 41, 23.68406121344398, 86.66666666666667, 'Low Risk'),
(107974, 74, 13, '20:46.0', 37.22784771910663, 96.02749765081721, 139, 72, 78, 'Female', 69.77277050802111, 1.9729586380185584, 0.093592596, 67, 17.924622041094185, 94.33333333333333, 'High Risk'),
(107975, 69, 18, '19:46.0', 37.357205519596945, 97.04875553369916, 128, 74, 75, 'Female', 60.03849299697123, 1.5263625205251712, 0.13108552074557994, 54, 25.769998642123547, 92, 'Low Risk'),
(107976, 80, 15, '18:46.0', 37.26577806345163, 98.27232811329259, 111, 76, 85, 'Female', 68.83730419360171, 1.500848074267669, 0.10298801407171815, 35, 30.559791686764108, 87.66666666666667, 'High Risk'),
(107977, 85, 18, '17:46.0', 37.382080551995195, 97.83078538215234, 130, 88, 44, 'Male', 87.54801497841865, 1.861506089389927, 0.12714668890264308, 42, 25.264888218299884, 102, 'Low Risk'),
(107978, 75, 18, '16:46.0', 37.47860665539613, 95.83543939174669, 125, 77, 48, 'Female', 76.77694994939066, 1.737023351430429, 0.096456482, 48, 25.44600109668825, 93, 'Low Risk'),
(107979, 89, 18, '15:46.0', 36.918498906787036, 99.31758002523807, 130, 76, 42, 'Male', 74.37061538, 1.5533340673108187, 0.13749913807677105, 54, 30.822768234896074, 94, 'High Risk'),
(107980, 60, 16, '14:46.0', 36.76230761, 97.52783507835827, 124, 70, 34, 'Female', 55.07249622, 1.983697831258981, 0.12804594666271835, 54, 13.995348737014869, 88, 'High Risk'),
(107981, 79, 12, '13:46.0', 36.72994559720825, 98.23475062347859, 114, 81, 69, 'Male', 93.28617582892606, 1.9092016265553844, 0.088091452, 33, 25.592558141509645, 92, 'Low Risk'),
(107982, 78, 18, '12:46.0', 36.88788998754266, 95.52049734025448, 130, 72, 45, 'Male', 84.32517026098449, 1.5179972678246474, 0.12639279976796042, 58, 36.59445191190932, 91.33333333333333, 'High Risk'),
(107983, 78, 15, '11:46.0', 36.15900185501168, 98.73141994947892, 119, 81, 62, 'Female', 53.16634331988916, 1.848727537531576, 0.1361352370326176, 38, 15.555750572705568, 93.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(107984, 89, 19, '10:46.0', 37.25398345402172, 99.3607943, 120, 72, 33, 'Male', 51.515162124577415, 1.6681708532228832, 0.11746205847338582, 48, 18.512028632768843, 88, 'Low Risk'),
(107985, 96, 17, '09:46.0', 36.220286609129126, 99.03858936128866, 121, 81, 51, 'Male', 61.87724432397824, 1.5195720620770674, 0.12647505170670237, 40, 26.797134975698203, 94.33333333333333, 'High Risk'),
(107986, 63, 19, '08:46.0', 36.59284224387254, 95.38693884526096, 110, 70, 69, 'Male', 71.68326804590923, 1.9460948512468155, 0.087072877, 40, 18.92734897, 83.33333333333333, 'Low Risk'),
(107987, 86, 16, '07:46.0', 36.88031602594223, 98.26500852, 117, 70, 42, 'Male', 54.10407739201095, 1.7515029463566094, 0.094619516, 47, 17.636331410316277, 85.66666666666667, 'High Risk'),
(107988, 72, 14, '06:46.0', 36.297076644037176, 99.45522873345476, 113, 81, 74, 'Male', 62.72961619, 1.5044732984784743, 0.10297955620783325, 32, 27.714283920046896, 91.66666666666667, 'Low Risk'),
(107989, 99, 13, '05:46.0', 37.382137313524794, 97.62308818, 132, 73, 62, 'Male', 73.33326933361393, 1.9023340118149878, 0.089254618, 59, 20.26410847698885, 92.66666666666666, 'High Risk'),
(107990, 61, 15, '04:46.0', 36.31907294, 97.60974672380372, 115, 72, 58, 'Female', 75.98952187853206, 1.8107430246499723, 0.078898128, 43, 23.17608474319742, 86.33333333333333, 'Low Risk'),
(107991, 84, 17, '03:46.0', 37.46993052401733, 95.45061853732882, 119, 85, 78, 'Female', 58.48570039655113, 1.8162380931771138, 0.13548856919073898, 34, 17.729812174347945, 96.33333333333333, 'High Risk'),
(107992, 72, 18, '02:46.0', 36.33480743010627, 96.83810118704228, 129, 76, 25, 'Male', 93.10248754, 1.9059485523469295, 0.11639870148381311, 53, 25.629429425579442, 93.66666666666666, 'Low Risk'),
(107993, 99, 12, '01:46.0', 36.57323424743183, 95.60044957414611, 121, 82, 24, 'Female', 62.16833649717904, 1.666098573376775, 0.10846841799247664, 39, 22.395866066450534, 95, 'High Risk'),
(107994, 89, 12, '00:46.0', 37.38926447774998, 95.36665570610505, 124, 89, 25, 'Male', 74.28431702252269, 1.7056033753747253, 0.082871871, 35, 25.535304505812196, 100.66666666666667, 'Low Risk'),
(107995, 89, 17, '59:46.0', 37.35178066736606, 95.58092030961579, 119, 83, 53, 'Female', 50.19501588, 1.542172456678669, 0.1101624996831313, 36, 21.10545461168925, 95, 'Low Risk'),
(107996, 79, 16, '58:46.0', 36.52874051132227, 98.34663946887655, 119, 71, 30, 'Male', 55.35250418452935, 1.8321371477687654, 0.13426768274096396, 48, 16.490024945120073, 87, 'High Risk'),
(107997, 95, 14, '57:46.0', 36.46198751959109, 98.64334909, 129, 88, 56, 'Female', 91.19530038059312, 1.626567990556282, 0.11791522053656213, 41, 34.46894691214894, 101.66666666666667, 'High Risk'),
(107998, 95, 19, '56:46.0', 36.82364917530127, 96.61418848528243, 117, 72, 33, 'Female', 99.97154223376037, 1.6578699210993342, 0.10683908181104117, 45, 36.37269555959016, 87, 'High Risk'),
(107999, 62, 14, '55:46.0', 37.0387108, 99.59032042251712, 119, 70, 89, 'Female', 97.32699252176144, 1.5532803488698983, 0.10211584409507263, 49, 40.33978765852462, 86.33333333333333, 'High Risk'),
(108000, 84, 18, '54:46.0', 36.08817124735311, 95.47129655002621, 129, 80, 35, 'Male', 63.09566746591721, 1.5083021990784002, 0.081219157, 49, 27.73465771713367, 96.33333333333333, 'Low Risk'),
(108001, 87, 17, '53:46.0', 36.345155261317956, 97.90014182615829, 129, 87, 63, 'Male', 60.74162687341621, 1.8541703906097753, 0.087899493, 42, 17.667989668832647, 101, 'High Risk'),
(108002, 64, 15, '52:46.0', 36.51023057671993, 96.64544227070724, 123, 71, 44, 'Female', 92.56902954294196, 1.9647945893659842, 0.077763364, 52, 23.979018556189562, 88.33333333333333, 'Low Risk'),
(108003, 88, 16, '51:46.0', 36.751565264656485, 99.39334524888227, 134, 71, 54, 'Female', 94.00910325941925, 1.873949029155623, 0.13580811016819883, 63, 26.770369274734012, 92, 'Low Risk'),
(108004, 65, 18, '50:46.0', 36.403403336543725, 95.61254987793559, 133, 71, 26, 'Female', 69.91302534505151, 1.8498001121667718, 0.1332831008944979, 62, 20.431887697883713, 91.66666666666666, 'Low Risk'),
(108005, 95, 13, '49:46.0', 36.69402570227604, 95.36298997, 117, 74, 45, 'Male', 71.68793385568446, 1.5516978545858187, 0.096766808, 43, 29.77362706774633, 88.33333333333333, 'High Risk'),
(108006, 94, 16, '48:46.0', 36.9815891, 96.53907225460432, 135, 84, 55, 'Male', 52.80772421832973, 1.7504831726752075, 0.142379179, 51, 17.233820736506505, 101, 'High Risk'),
(108007, 73, 15, '47:46.0', 36.03965667986895, 98.14767410024042, 127, 75, 75, 'Female', 87.94070094104852, 1.6233218200530661, 0.1303649853540082, 52, 33.37187977064125, 92.33333333333333, 'High Risk'),
(108008, 87, 17, '46:46.0', 36.624492124056545, 95.06952809192126, 138, 78, 37, 'Male', 53.320128158494796, 1.8997387256981533, 0.13571179380297538, 60, 14.774181601962097, 98, 'High Risk'),
(108009, 85, 19, '45:46.0', 36.54740569391667, 98.29751995446847, 114, 73, 24, 'Female', 91.03528125292266, 1.911032547, 0.10855722795490555, 41, 24.92720418142128, 86.66666666666667, 'Low Risk'),
(108010, 73, 16, '44:46.0', 36.459122226179204, 98.89020138533732, 116, 83, 66, 'Male', 83.75258225378414, 1.799791368438929, 0.080986767, 33, 25.855555726604628, 94, 'Low Risk'),
(108011, 69, 16, '43:46.0', 36.72011900926309, 98.17053448208765, 133, 85, 54, 'Female', 77.06037164405006, 1.6158518281096321, 0.05486014, 48, 29.51399717242633, 101, 'Low Risk'),
(108012, 75, 12, '42:46.0', 36.52672713298969, 99.68170602404282, 124, 79, 35, 'Male', 93.26208547, 1.7617095056433425, 0.13968564561890695, 45, 30.049449992958913, 94, 'High Risk'),
(108013, 96, 19, '41:46.0', 36.75385019378082, 97.87889266035177, 139, 80, 40, 'Male', 83.42301100348224, 1.990642967357699, 0.11817530169538946, 59, 21.052278807749715, 99.66666666666666, 'High Risk'),
(108014, 91, 15, '40:46.0', 36.208868691837836, 97.02565811123053, 113, 72, 62, 'Male', 92.03028983009068, 1.5257313390434013, 0.14395957111068977, 41, 39.53435484, 85.66666666666667, 'High Risk'),
(108015, 99, 12, '39:46.0', 36.499507785265976, 99.75877741853121, 135, 82, 39, 'Male', 66.73100138161112, 1.7341585037045557, 0.1321268185729591, 53, 22.18963008, 99.66666666666666, 'High Risk'),
(108016, 92, 14, '38:46.0', 36.990473509787364, 99.47700164569744, 139, 77, 18, 'Male', 62.075769317075405, 1.7763346587339048, 0.08740521, 62, 19.673087855695357, 97.66666666666666, 'High Risk'),
(108017, 86, 12, '37:46.0', 37.21705594071249, 97.03166957, 115, 87, 34, 'Female', 69.19546936456338, 1.8959644329086247, 0.115847624, 28, 19.249404007112677, 96.33333333333333, 'Low Risk'),
(108018, 74, 13, '36:46.0', 37.1806781, 98.37998525739617, 120, 75, 37, 'Female', 84.00124172, 1.756591064120431, 0.078062634, 45, 27.223525571310336, 90, 'Low Risk'),
(108019, 62, 19, '35:46.0', 37.038727824552666, 96.16156227581922, 125, 72, 39, 'Female', 70.83329093926436, 1.8179569961638684, 0.10965059101139535, 53, 21.432370497092926, 89.66666666666666, 'Low Risk'),
(108020, 91, 18, '34:46.0', 36.05398920923301, 95.09221841, 138, 77, 44, 'Male', 73.56120704047406, 1.5846706724153095, 0.14930145592554578, 61, 29.29346906455649, 97.33333333333333, 'High Risk'),
(108021, 95, 18, '33:46.0', 36.05735682993258, 97.81361654177483, 128, 72, 34, 'Male', 62.18408444020987, 1.5209474502842228, 0.13602992536113612, 56, 26.881334563934658, 90.66666666666666, 'High Risk'),
(108022, 91, 15, '32:46.0', 36.124631710611446, 99.79430226, 114, 83, 25, 'Male', 84.63759489107494, 1.5972206795338946, 0.095875212, 31, 33.176721321582285, 93.33333333333333, 'High Risk'),
(108023, 64, 15, '31:46.0', 36.64821859748453, 99.93527467690895, 124, 87, 19, 'Female', 58.07728376473752, 1.6771227618303057, 0.094948086, 37, 20.64793337047016, 99.33333333333333, 'Low Risk'),
(108024, 93, 12, '30:46.0', 36.511269742149786, 95.82171764, 130, 75, 53, 'Female', 60.82741850982988, 1.8953249192767359, 0.139866856, 55, 16.93292716414476, 93.33333333333333, 'High Risk'),
(108025, 81, 19, '29:46.0', 36.633678520851355, 96.14188185393115, 121, 74, 81, 'Male', 56.29764142530707, 1.8569630850782783, 0.055735302, 47, 16.32614539190211, 89.66666666666667, 'High Risk'),
(108026, 74, 18, '28:46.0', 36.55408369563553, 99.57911885677008, 130, 79, 63, 'Male', 63.861775895877386, 1.8642571130881267, 0.064793623, 51, 18.375085721274342, 96, 'High Risk'),
(108027, 61, 18, '27:46.0', 36.56871135947033, 96.24715791146342, 131, 88, 69, 'Female', 60.381571900634256, 1.5344663507195029, 0.13607254263814533, 43, 25.64423076118996, 102.33333333333333, 'Low Risk'),
(108028, 61, 13, '26:46.0', 36.49050980138366, 96.37160732250841, 112, 78, 45, 'Female', 69.02714693, 1.6638000380040872, 0.1310089807923518, 34, 24.93547602964369, 89.33333333333333, 'Low Risk'),
(108029, 81, 19, '25:46.0', 36.46699880267944, 98.29349318479461, 136, 71, 46, 'Male', 87.76495937950358, 1.590364961084056, 0.11391463806859575, 65, 34.699846896684875, 92.66666666666666, 'High Risk'),
(108030, 64, 12, '24:46.0', 37.12911165934907, 97.70695344053108, 113, 87, 81, 'Female', 75.71408380184666, 1.8035333249574013, 0.073037383, 26, 23.27707085264281, 95.66666666666667, 'Low Risk'),
(108031, 80, 12, '23:46.0', 36.171950784278714, 98.99084407567061, 122, 71, 64, 'Female', 81.59157662617633, 1.5398752828644733, 0.13649749285399249, 51, 34.40917256044497, 88, 'High Risk'),
(108032, 66, 12, '22:46.0', 37.16077647992778, 98.28301145931738, 139, 89, 43, 'Male', 85.52674174908536, 1.506803312930228, 0.11885947109188143, 50, 37.66940795880011, 105.66666666666666, 'High Risk'),
(108033, 77, 15, '21:46.0', 36.52729306398735, 96.75620107752776, 116, 80, 75, 'Male', 82.03219534744193, 1.822410398486816, 0.10778835389605496, 36, 24.69971628537977, 92, 'Low Risk'),
(108034, 67, 19, '20:46.0', 36.78618278757024, 97.05228007944793, 129, 82, 46, 'Male', 65.97512104269298, 1.7628538150492201, 0.088330711, 47, 21.229882767802923, 97.66666666666667, 'Low Risk'),
(108035, 65, 16, '19:46.0', 36.635891402258665, 95.42839699880905, 111, 83, 70, 'Male', 56.57813712556146, 1.944874078193262, 0.10407325007862142, 28, 14.957729256371724, 92.33333333333333, 'High Risk'),
(108036, 99, 13, '18:46.0', 37.12261773399442, 98.73003646, 132, 78, 74, 'Female', 92.38746975906041, 1.9816245196346554, 0.10967788680881557, 54, 23.52720509616757, 96, 'High Risk'),
(108037, 63, 15, '17:46.0', 36.47866288566366, 95.00694637657749, 129, 81, 57, 'Male', 71.46349082424422, 1.6166258094670622, 0.051194315, 48, 27.344199287616803, 97, 'Low Risk'),
(108038, 76, 16, '16:46.0', 36.036640247639994, 97.81706099378093, 110, 87, 41, 'Male', 58.817971278277206, 1.7814553849848185, 0.10878466295052544, 23, 18.533615137143652, 94.66666666666667, 'Low Risk'),
(108039, 88, 18, '15:46.0', 37.06141616455805, 97.39046286, 115, 73, 24, 'Male', 80.36169399664249, 1.5276662189440313, 0.14599191346587387, 42, 34.43436926883714, 87, 'High Risk'),
(108040, 66, 12, '14:46.0', 37.02275966617346, 96.87126378, 114, 79, 32, 'Male', 61.32813084089077, 1.566171647303499, 0.14188063044306715, 35, 25.002360526518093, 90.66666666666667, 'Low Risk'),
(108041, 73, 15, '13:46.0', 36.39320279155565, 96.19915281729156, 123, 70, 48, 'Female', 56.968855364851755, 1.9597633558478007, 0.11408001052283397, 53, 14.83304204826688, 87.66666666666666, 'High Risk'),
(108042, 83, 16, '12:46.0', 36.62033428647435, 98.00791382, 138, 73, 21, 'Female', 53.21331846559642, 1.9161252484934854, 0.051349571, 65, 14.493476008578122, 94.66666666666666, 'High Risk'),
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(108221, 72, 13, '13:46.0', 36.55423008, 96.81719442435522, 134, 84, 44, 'Male', 86.99351206792431, 1.758287995715902, 0.14204486885247208, 50, 28.138882255993295, 100.66666666666666, 'Low Risk'),
(108222, 70, 16, '12:46.0', 37.06327497942323, 96.64420284376116, 121, 84, 32, 'Female', 60.48564545853458, 1.5651538102278504, 0.074810421, 37, 24.690976939977393, 96.33333333333333, 'Low Risk'),
(108223, 75, 17, '11:46.0', 36.60308460217278, 97.08551780635777, 119, 81, 81, 'Female', 93.69221914172242, 1.6041384769590523, 0.12256846552130725, 38, 36.40992745409547, 93.66666666666667, 'High Risk'),
(108224, 81, 19, '10:46.0', 37.26992652598951, 96.41975236785576, 118, 73, 30, 'Female', 65.70920083388175, 1.9230647648752321, 0.1285217440158651, 45, 17.767992572682257, 88, 'High Risk'),
(108225, 71, 12, '09:46.0', 37.20878751550102, 96.25535981, 120, 87, 34, 'Female', 75.31351791906238, 1.6183405732301006, 0.065543751, 33, 28.756305532115235, 98, 'Low Risk'),
(108226, 64, 18, '08:46.0', 37.35867558019329, 99.64890758, 118, 72, 63, 'Female', 53.877694506295065, 1.523634720877208, 0.11162007915997721, 46, 23.208511190806625, 87.33333333333333, 'Low Risk'),
(108227, 81, 18, '07:46.0', 37.02622655519813, 95.50369498820666, 120, 84, 21, 'Male', 61.46728917, 1.7114687033053466, 0.123536389, 36, 20.984862921796648, 96, 'Low Risk'),
(108228, 97, 17, '06:46.0', 36.26664302403561, 97.62787113125577, 120, 89, 52, 'Female', 50.62882750542336, 1.528130994, 0.060927152, 31, 21.680869802927237, 99.33333333333333, 'High Risk'),
(108229, 85, 13, '05:46.0', 36.67772385603351, 96.63627935802617, 125, 73, 45, 'Male', 67.50771243691815, 1.8508854436113098, 0.13129158521465578, 52, 19.705810946689986, 90.33333333333333, 'Low Risk'),
(108230, 82, 19, '04:46.0', 36.90414245445469, 97.12227219280204, 122, 77, 34, 'Female', 99.7787464, 1.8786960521779579, 0.11313184712671534, 45, 28.269947224624897, 92, 'Low Risk'),
(108231, 65, 15, '03:46.0', 36.89593968048004, 97.46426912000427, 128, 80, 29, 'Female', 88.00786643963222, 1.9766701096761388, 0.1495306542448102, 48, 22.524393320180543, 96, 'Low Risk'),
(108232, 73, 19, '02:46.0', 37.03601346732499, 99.42646141, 131, 71, 88, 'Female', 71.14825351, 1.894417337638053, 0.075096645, 60, 19.82498760452073, 91, 'Low Risk'),
(108233, 84, 15, '01:46.0', 37.10151969279671, 96.49422832078547, 136, 83, 85, 'Male', 96.39822932, 1.7846182259936627, 0.12145965312653394, 53, 30.267629457565867, 100.66666666666666, 'High Risk'),
(108234, 92, 16, '00:46.0', 36.69493885383127, 95.36500457829021, 119, 87, 56, 'Female', 86.83225858035968, 1.7708606216526501, 0.14841847569219258, 32, 27.68932291567418, 97.66666666666667, 'High Risk'),
(108235, 73, 17, '59:46.0', 36.95439273720525, 96.09983133704394, 132, 76, 77, 'Female', 94.57847229726531, 1.761760403618509, 0.11252902416190882, 56, 30.471834795009876, 94.66666666666666, 'High Risk'),
(108236, 94, 13, '58:46.0', 36.05313016433266, 99.48566131139967, 114, 77, 60, 'Female', 90.90430496417346, 1.931634889355295, 0.14069916830069618, 37, 24.363202138284773, 89.33333333333333, 'High Risk'),
(108237, 62, 12, '57:46.0', 36.13143251066173, 99.24901539284232, 132, 81, 72, 'Female', 65.81464556133491, 1.6054919707221578, 0.053040038, 51, 25.53326019450923, 98, 'Low Risk'),
(108238, 87, 14, '56:46.0', 37.24934109302579, 98.01689004284374, 119, 77, 28, 'Female', 75.74820493670111, 1.829996817975214, 0.0711957, 42, 22.61891019769669, 91, 'Low Risk'),
(108239, 94, 14, '55:46.0', 37.086077808159665, 97.97788220016747, 120, 79, 27, 'Male', 74.51352720577904, 1.9990602009216556, 0.074940828, 41, 18.64590108498038, 92.66666666666667, 'High Risk'),
(108240, 63, 12, '54:46.0', 37.16157856661102, 97.52905977409836, 121, 81, 41, 'Female', 93.91969534144323, 1.6119972001284049, 0.11295045789907761, 40, 36.143325492747195, 94.33333333333333, 'High Risk'),
(108241, 65, 19, '53:46.0', 37.44748113582402, 99.49388335642963, 118, 84, 52, 'Male', 71.89759444384978, 1.8518370055362658, 0.11789153695411775, 34, 20.96567470254404, 95.33333333333333, 'Low Risk'),
(108242, 72, 15, '52:46.0', 37.29816668546143, 97.37228872672708, 118, 88, 43, 'Male', 63.379513083746524, 1.999453840463415, 0.078305071, 30, 15.853535648380847, 98, 'High Risk'),
(108243, 90, 13, '51:46.0', 36.22167281118866, 96.30640370413597, 138, 89, 36, 'Female', 86.06259720852819, 1.7962626998088767, 0.095976358, 49, 26.673176870901628, 105.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(108244, 81, 17, '50:46.0', 36.57742461, 95.35325491275978, 125, 87, 60, 'Male', 56.50272950009851, 1.5076127038674785, 0.11339799935289975, 38, 24.859354712074772, 99.66666666666667, 'Low Risk'),
(108245, 81, 18, '49:46.0', 36.85625980256668, 99.38072920731719, 130, 73, 28, 'Female', 53.99447283435057, 1.7093057860984815, 0.11259777438441577, 57, 18.480332460147917, 92, 'High Risk'),
(108246, 78, 19, '48:46.0', 36.47032364356073, 96.64423635279584, 125, 85, 41, 'Female', 68.00327481224475, 1.6038127987363135, 0.068212296, 40, 26.43762740213124, 98.33333333333333, 'Low Risk'),
(108247, 83, 12, '47:46.0', 37.35892205550586, 96.62989600055168, 130, 87, 38, 'Female', 87.94248254, 1.9218573864324282, 0.078464756, 43, 23.809836149779073, 101.33333333333333, 'Low Risk'),
(108248, 96, 15, '46:46.0', 37.27685669, 99.07540450431497, 121, 81, 33, 'Male', 84.24912277573915, 1.748480652103578, 0.12932073275451833, 40, 27.557748076385813, 94.33333333333333, 'High Risk'),
(108249, 99, 17, '45:46.0', 36.91087734595414, 98.56767749, 137, 83, 50, 'Male', 72.20732761432268, 1.7130423396299044, 0.10733321864552081, 54, 24.606229925225698, 101, 'High Risk'),
(108250, 80, 17, '44:46.0', 37.179619949030595, 99.67232636808997, 128, 81, 22, 'Female', 55.29604493994823, 1.8892001886661782, 0.10764276385335463, 47, 15.493092324181472, 96.66666666666667, 'High Risk'),
(108251, 73, 17, '43:46.0', 36.217521972652214, 99.62228384691525, 123, 76, 33, 'Female', 55.80381930782472, 1.5634326312926348, 0.096272742, 47, 22.82998255097894, 91.66666666666667, 'Low Risk'),
(108252, 75, 18, '42:46.0', 37.37867081177439, 98.54228921264279, 129, 88, 70, 'Male', 71.27499078797003, 1.7159355569339194, 0.1031988997601794, 41, 24.206679641002633, 101.66666666666667, 'Low Risk'),
(108253, 62, 13, '41:46.0', 36.78287987990867, 98.79972179, 112, 76, 20, 'Female', 67.00326270752514, 1.7840211326122302, 0.050871606199692526, 36, 21.05212606809794, 88, 'Low Risk'),
(108254, 93, 12, '40:46.0', 36.08905155754624, 97.80486421, 135, 88, 70, 'Male', 85.02956074650139, 1.5600475018903817, 0.05062977, 47, 34.937698345952434, 103.66666666666667, 'High Risk'),
(108255, 80, 14, '39:46.0', 36.08405995345978, 98.14837787379196, 124, 79, 41, 'Male', 63.13126690707118, 1.9550859410132777, 0.086724886, 45, 16.516301390719995, 94, 'High Risk'),
(108256, 78, 14, '38:46.0', 37.43045054835336, 98.39424289, 124, 87, 42, 'Female', 99.46484883046006, 1.574849237698216, 0.11933960961157684, 37, 40.10436625149113, 99.33333333333333, 'High Risk'),
(108257, 84, 15, '37:46.0', 36.02564039595815, 95.05214075679486, 121, 87, 29, 'Female', 60.69249725874265, 1.5596349088558203, 0.088422168, 34, 24.951066445913824, 98.33333333333333, 'Low Risk'),
(108258, 87, 17, '36:46.0', 37.42031541663382, 98.29184240477072, 113, 89, 66, 'Male', 99.36094250398544, 1.5414552733690088, 0.085221821, 24, 41.81709378048726, 97, 'High Risk'),
(108259, 84, 16, '35:46.0', 36.52169620435729, 97.83400818377886, 120, 74, 61, 'Female', 51.31739111085163, 1.7210198403563783, 0.12404049082458586, 46, 17.32578079568849, 89.33333333333333, 'High Risk'),
(108260, 82, 12, '34:46.0', 36.24821204636251, 96.27121315929284, 118, 87, 37, 'Male', 97.52845776717473, 1.8426794578066046, 0.11346350027054054, 31, 28.723130275298626, 97.33333333333333, 'Low Risk'),
(108261, 94, 18, '33:46.0', 36.46505797, 97.93351361834495, 128, 71, 39, 'Female', 85.74916589110158, 1.7165112430130465, 0.10471715209458021, 57, 29.10292227815227, 90, 'High Risk'),
(108262, 77, 12, '32:46.0', 37.25331487001835, 95.08105704445376, 124, 86, 43, 'Female', 71.42509156363309, 1.6800753457296675, 0.060363918, 38, 25.304239426351224, 98.66666666666667, 'Low Risk'),
(108263, 88, 18, '31:46.0', 36.521719385452144, 97.47862202157269, 119, 81, 62, 'Male', 98.44836883844724, 1.63933073, 0.084269751, 38, 36.63324281577222, 93.66666666666667, 'High Risk'),
(108264, 72, 17, '30:46.0', 37.01320142313129, 97.48961701792129, 135, 83, 69, 'Female', 52.16712146849154, 1.7655776908841998, 0.11989863260806399, 52, 16.73490334, 100.33333333333333, 'High Risk'),
(108265, 84, 17, '29:46.0', 36.52258791074391, 96.67200260574451, 128, 71, 79, 'Male', 65.90945909051773, 1.981133622, 0.064115886, 57, 16.792687670967904, 90, 'High Risk'),
(108266, 65, 15, '28:46.0', 36.68833533742905, 95.95364034393675, 123, 73, 73, 'Female', 87.72134444653668, 1.526197923119707, 0.10825669203630345, 50, 37.660281572144086, 89.66666666666666, 'High Risk'),
(108267, 80, 14, '27:46.0', 36.352043325950845, 95.44886927, 134, 82, 89, 'Male', 79.94437080944648, 1.9410839259352084, 0.055161555, 52, 21.217746793652815, 99.33333333333333, 'Low Risk'),
(108268, 72, 15, '26:46.0', 37.44912059631552, 99.80155131, 121, 87, 64, 'Male', 94.21763146794338, 1.8187588047540637, 0.077784779, 34, 28.482753067992295, 98.33333333333333, 'Low Risk'),
(108269, 73, 15, '25:46.0', 36.79942526143564, 99.79854704, 139, 80, 64, 'Male', 67.84877168, 1.7081664415051607, 0.080483289, 59, 23.253140657839385, 99.66666666666666, 'Low Risk'),
(108270, 81, 12, '24:46.0', 37.01525978, 97.30743479085531, 125, 79, 75, 'Female', 80.84302721, 1.8668847898793084, 0.057320729, 46, 23.195702649449885, 94.33333333333333, 'Low Risk'),
(108271, 65, 16, '23:46.0', 36.249583564725384, 97.86313133, 132, 77, 22, 'Male', 89.18638622928297, 1.819365478050494, 0.134877205, 55, 26.943788905298895, 95.33333333333333, 'Low Risk'),
(108272, 93, 18, '22:46.0', 36.16940739110704, 97.47730777276072, 115, 86, 28, 'Male', 64.99945936763997, 1.5707182733679497, 0.071526214, 29, 26.345906846836307, 95.66666666666667, 'High Risk'),
(108273, 88, 17, '21:46.0', 36.76134752080655, 99.61608665980587, 117, 79, 56, 'Female', 94.37703383544371, 1.7910048712777327, 0.14326239436480875, 38, 29.42204054954554, 91.66666666666667, 'Low Risk'),
(108274, 78, 16, '20:46.0', 36.516886532229364, 99.82801514560336, 132, 80, 72, 'Female', 98.83791241405157, 1.8143353558890907, 0.13006273392559314, 52, 30.025374743542883, 97.33333333333333, 'High Risk'),
(108275, 99, 19, '19:46.0', 36.99735873022011, 96.98982620007054, 138, 86, 28, 'Male', 51.76673521140094, 1.9589289013244457, 0.12539543369040068, 52, 13.490045939880275, 103.33333333333333, 'High Risk'),
(108276, 90, 19, '18:46.0', 36.22086422336492, 99.7937027, 134, 85, 40, 'Female', 94.2887771, 1.7908920504172208, 0.066859444, 49, 29.39823016468083, 101.33333333333333, 'Low Risk'),
(108277, 98, 18, '17:46.0', 37.071279923639395, 95.63157186033843, 110, 71, 45, 'Male', 68.86835975449033, 1.8380793649771947, 0.10279065447764543, 39, 20.384084944088606, 84, 'High Risk'),
(108278, 65, 15, '16:46.0', 36.94461434424334, 98.02539815591993, 135, 83, 50, 'Female', 71.78765689012782, 1.8765402250489773, 0.081556732, 52, 20.38609397507374, 100.33333333333333, 'Low Risk'),
(108279, 64, 15, '15:46.0', 36.28582430272449, 96.16267493215051, 121, 70, 48, 'Male', 65.71788065304422, 1.510656521490503, 0.10556482055690344, 51, 28.797321143373882, 87, 'Low Risk'),
(108280, 88, 12, '14:46.0', 37.116386791813696, 99.62070367722748, 131, 70, 74, 'Male', 93.77769561, 1.643272554131119, 0.11857846848588063, 61, 34.728046408545275, 90.33333333333333, 'High Risk'),
(108281, 91, 13, '13:46.0', 37.46222669314902, 99.56431768208687, 122, 89, 19, 'Female', 99.40380422895893, 1.5589113174555949, 0.056877761364416246, 33, 40.903473104920316, 100, 'High Risk'),
(108282, 93, 15, '12:46.0', 36.448027491319095, 95.19770967239828, 115, 85, 46, 'Male', 91.76567152298428, 1.8463945617732354, 0.11317702299943201, 30, 26.91728311051853, 95, 'High Risk'),
(108283, 99, 15, '11:46.0', 36.30954765790901, 99.07131801816641, 118, 84, 63, 'Male', 74.72685471, 1.971969845408141, 0.081279997, 34, 19.2165829, 95.33333333333333, 'High Risk'),
(108284, 83, 17, '10:46.0', 37.29106304801883, 95.89818732286706, 110, 84, 20, 'Male', 91.67128518815996, 1.750890108490362, 0.12043082257123593, 26, 29.90305375642411, 92.66666666666667, 'Low Risk'),
(108285, 76, 18, '09:46.0', 36.9601994, 99.58402577337577, 124, 89, 46, 'Male', 79.78537121957028, 1.9817805545724005, 0.051852326, 35, 20.314780984714094, 100.66666666666667, 'Low Risk'),
(108286, 70, 16, '08:46.0', 36.01060031051459, 98.08227233306015, 115, 87, 49, 'Male', 56.23364094251603, 1.5027288305022695, 0.087536982, 28, 24.90204228949192, 96.33333333333333, 'Low Risk'),
(108287, 93, 18, '07:46.0', 37.425079914476655, 99.09611589483606, 130, 85, 70, 'Female', 52.88230859956891, 1.9277370604442359, 0.075837547, 45, 14.230324802283375, 100, 'High Risk'),
(108288, 81, 15, '06:46.0', 37.09335025800545, 97.59989596569925, 121, 84, 62, 'Female', 85.21991075, 1.5337021369756993, 0.14615505211752117, 37, 36.229223811785474, 96.33333333333333, 'High Risk'),
(108289, 75, 17, '05:46.0', 37.24483553278144, 99.11815156295006, 113, 74, 57, 'Male', 77.5101503, 1.9039752526355365, 0.11823475748140146, 39, 21.38139223308196, 87, 'Low Risk'),
(108290, 89, 16, '04:46.0', 37.31868840196278, 97.13694555475234, 129, 73, 62, 'Female', 70.60371467, 1.5720947280875073, 0.07196274, 56, 28.567361370333533, 91.66666666666666, 'Low Risk'),
(108291, 74, 15, '03:46.0', 36.97318157877703, 98.26150390663462, 138, 80, 36, 'Male', 93.77755715159765, 1.5628647860359455, 0.076721386, 58, 38.39335845453663, 99.33333333333333, 'High Risk'),
(108292, 73, 13, '02:46.0', 36.06092690571676, 96.05209311339888, 112, 88, 21, 'Female', 81.26715842970833, 1.7536197190992089, 0.094769728, 24, 26.426779058695445, 96, 'Low Risk'),
(108293, 62, 13, '01:46.0', 37.00629103162314, 96.89815746674284, 116, 84, 19, 'Female', 53.516996729668584, 1.9361145780789548, 0.068905454, 32, 14.27675884254162, 94.66666666666667, 'High Risk'),
(108294, 63, 18, '00:46.0', 36.82580253185141, 99.74935388096999, 137, 80, 46, 'Male', 96.62180450037098, 1.8262575985665448, 0.07805201, 57, 28.970171902323887, 99, 'Low Risk'),
(108295, 91, 12, '59:46.0', 36.22728022435808, 98.80098411545912, 124, 81, 42, 'Male', 66.16479123365973, 1.7826681577828438, 0.088678532, 43, 20.82024962803435, 95.33333333333333, 'High Risk'),
(108296, 86, 14, '58:46.0', 36.06537091198284, 99.05309564332698, 115, 78, 79, 'Female', 92.92757439010754, 1.5480041830338571, 0.1383279774974817, 37, 38.77933357828037, 90.33333333333333, 'High Risk'),
(108297, 70, 19, '57:46.0', 36.35431278199647, 95.49561281347981, 121, 86, 43, 'Male', 66.90008564, 1.999774249389993, 0.076669357, 35, 16.728797733511104, 97.66666666666667, 'High Risk'),
(108298, 71, 17, '56:46.0', 36.00471545605667, 98.89925410988819, 115, 75, 18, 'Male', 91.14464867601389, 1.9803127338491602, 0.079548745, 40, 23.241471166151058, 88.33333333333333, 'Low Risk'),
(108299, 96, 17, '55:46.0', 37.14121662, 95.62051053513872, 129, 83, 33, 'Female', 75.09200473644516, 1.7349477362908972, 0.09594488, 46, 24.947148123516023, 98.33333333333333, 'High Risk'),
(108300, 84, 17, '54:46.0', 36.83523457952681, 98.81525029903884, 119, 78, 64, 'Female', 60.04555536683447, 1.9177547730654902, 0.094595635, 41, 16.32656122786061, 91.66666666666667, 'High Risk'),
(108301, 85, 12, '53:46.0', 36.67044067834411, 99.54740381885293, 118, 73, 24, 'Female', 74.17005907496736, 1.9547470365434365, 0.14673637462068184, 45, 19.410981609134165, 88, 'Low Risk'),
(108302, 78, 13, '52:46.0', 36.71273314651826, 98.43085452544923, 119, 76, 30, 'Female', 62.74607517498735, 1.6126026798290554, 0.13614090935133175, 43, 24.128582627548294, 90.33333333333333, 'Low Risk'),
(108303, 64, 12, '51:46.0', 37.058233372580645, 97.22570149, 124, 71, 54, 'Male', 99.88355613684475, 1.8390999373318895, 0.11405940111933056, 53, 29.531352452422286, 88.66666666666666, 'Low Risk'),
(108304, 67, 13, '50:46.0', 36.222580286388705, 97.94448423304875, 129, 79, 57, 'Female', 98.15695060074921, 1.6518865800290092, 0.084699776, 50, 35.971670609435144, 95.66666666666666, 'High Risk'),
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(108481, 99, 12, '53:46.0', 36.59661698043996, 95.61869175708345, 116, 87, 89, 'Male', 78.89542596521184, 1.8498332616926194, 0.088361408, 29, 23.05614299212987, 96.66666666666667, 'High Risk'),
(108482, 77, 16, '52:46.0', 36.328821780887324, 98.04958990253968, 116, 81, 18, 'Male', 78.74898642229972, 1.759575914440016, 0.095933992, 35, 25.434836806998156, 92.66666666666667, 'Low Risk'),
(108483, 67, 13, '51:46.0', 37.38014595253499, 95.96207868660204, 138, 76, 34, 'Female', 96.11204907494869, 1.9162423994694162, 0.13620257218199439, 62, 26.174412699101698, 96.66666666666666, 'Low Risk'),
(108484, 61, 14, '50:46.0', 37.26575697890909, 97.52820533832679, 131, 70, 86, 'Male', 54.07558913953695, 1.5282027371826123, 0.11380193532158812, 61, 23.15470824921795, 90.33333333333333, 'Low Risk'),
(108485, 90, 19, '49:46.0', 36.53367938934213, 98.61413138606578, 124, 73, 80, 'Female', 84.36040508584281, 1.628539290754258, 0.081618729, 51, 31.808425663543453, 90, 'High Risk'),
(108486, 74, 12, '48:46.0', 36.600188605553235, 96.47525377510311, 122, 87, 36, 'Female', 82.92353011546145, 1.654028022962791, 0.13748374409152392, 35, 30.310427075125475, 98.66666666666667, 'High Risk'),
(108487, 89, 16, '47:46.0', 36.49537877744044, 97.60154984364688, 127, 88, 18, 'Male', 85.03942411103125, 1.9907358972293516, 0.089814799, 39, 21.458186467763092, 101, 'Low Risk'),
(108488, 87, 16, '46:46.0', 36.86782010345307, 95.76053452455824, 133, 74, 44, 'Female', 84.55499992304334, 1.8129563473556773, 0.056855498, 59, 25.725545884031394, 93.66666666666666, 'Low Risk'),
(108489, 73, 18, '45:46.0', 36.996736994315064, 98.89902101224729, 125, 72, 88, 'Male', 75.35900915687016, 1.5288458574610428, 0.059597887483621215, 53, 32.24094612823825, 89.66666666666666, 'High Risk'),
(108490, 87, 13, '44:46.0', 36.01813385, 99.17596595961221, 113, 83, 62, 'Male', 97.88700944173792, 1.9260310708729544, 0.093425939, 30, 26.387514362281316, 93, 'Low Risk'),
(108491, 99, 16, '43:46.0', 37.23276459, 98.00738584903239, 127, 70, 77, 'Female', 78.06553231, 1.7518437005390324, 0.053023029, 57, 25.43715953656182, 89, 'High Risk'),
(108492, 93, 12, '42:46.0', 36.46476416462769, 95.61697614796508, 119, 81, 81, 'Female', 87.62461362060047, 1.504821143133779, 0.11864458805894519, 38, 38.69513328218675, 93.66666666666667, 'High Risk'),
(108493, 83, 19, '41:46.0', 36.944924766700666, 97.75183377868436, 134, 82, 60, 'Female', 81.81605416469806, 1.900430693127769, 0.059856432219675675, 52, 22.653455553899185, 99.33333333333333, 'Low Risk'),
(108494, 76, 17, '40:46.0', 36.43486852669686, 95.95851137455783, 115, 89, 72, 'Female', 50.962520794348286, 1.8414773418133852, 0.11781065779713641, 26, 15.028586752872053, 97.66666666666667, 'High Risk'),
(108495, 78, 13, '39:46.0', 37.05617135195158, 99.58785821908666, 116, 75, 73, 'Female', 91.01962701, 1.6115148639189638, 0.082665973, 41, 35.04825663519673, 88.66666666666667, 'High Risk'),
(108496, 66, 16, '38:46.0', 37.43005077, 96.81478749184072, 117, 85, 31, 'Male', 60.509022289247326, 1.8055135410245347, 0.095881737, 32, 18.561737893939664, 95.66666666666667, 'Low Risk'),
(108497, 91, 17, '37:46.0', 36.43782649411714, 99.98406038081451, 128, 79, 40, 'Male', 85.27525137563748, 1.9289289966004706, 0.055803813660829184, 49, 22.918728767844183, 95.33333333333333, 'High Risk'),
(108498, 96, 15, '36:46.0', 37.12259638, 96.30525979077777, 137, 80, 51, 'Male', 91.10629155132563, 1.6597017899729163, 0.053181579, 57, 33.07411593833017, 99, 'High Risk'),
(108499, 90, 18, '35:46.0', 36.783239924200025, 95.87428026404794, 139, 75, 31, 'Female', 60.937648373800165, 1.5535733829995109, 0.1355489373950673, 64, 25.247718917123535, 96.33333333333333, 'Low Risk'),
(108500, 66, 16, '34:46.0', 36.361376088835236, 97.21061815474343, 134, 75, 45, 'Female', 98.02070630135927, 1.964495822048295, 0.12274065978753286, 59, 25.398940957378212, 94.66666666666666, 'Low Risk'),
(108501, 82, 17, '33:46.0', 37.134830220746295, 98.92194243, 117, 75, 20, 'Male', 64.30269552479052, 1.6255233985710449, 0.1450751809580734, 42, 24.33563752, 89, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(108502, 75, 15, '32:46.0', 36.34310322342113, 95.87863682, 124, 86, 58, 'Female', 93.48565360314049, 1.681505580193611, 0.12681560801913355, 38, 33.06346332160785, 98.66666666666667, 'High Risk'),
(108503, 76, 14, '31:46.0', 36.87931034470545, 96.44678818941031, 128, 75, 29, 'Male', 82.07342557653693, 1.6847960692404307, 0.10684307187743639, 53, 28.913980191910237, 92.66666666666666, 'Low Risk'),
(108504, 88, 19, '30:46.0', 36.298303695606265, 97.4239387, 129, 86, 80, 'Male', 96.38042150029162, 1.8446445489494496, 0.056721488, 43, 28.324577182674084, 100.33333333333333, 'Low Risk'),
(108505, 70, 13, '29:46.0', 36.14926033, 99.38211311779396, 110, 70, 53, 'Female', 85.18313424248282, 1.8239333605723842, 0.1436193730780278, 40, 25.60564274485464, 83.33333333333333, 'Low Risk'),
(108506, 98, 19, '28:46.0', 36.95643122294361, 97.76344031271188, 132, 70, 63, 'Male', 71.68840869048331, 1.564744480468674, 0.12231817708133931, 62, 29.279393987619102, 90.66666666666666, 'High Risk'),
(108507, 86, 17, '27:46.0', 37.22194197392835, 95.30244383952463, 110, 74, 82, 'Male', 54.95448220997922, 1.7325425538838604, 0.05832225, 36, 18.307763751410384, 86, 'High Risk'),
(108508, 84, 12, '26:46.0', 37.26120014585339, 98.90041297459176, 120, 78, 47, 'Female', 97.46500316651695, 1.724141430240964, 0.1280461696310991, 42, 32.787093979659616, 92, 'High Risk'),
(108509, 98, 18, '25:46.0', 36.813330952691395, 95.26239421048228, 115, 76, 48, 'Female', 59.45423784910881, 1.7344015529520493, 0.093738546, 39, 19.764394267645404, 89, 'High Risk'),
(108510, 69, 12, '24:46.0', 36.99574795963775, 97.05184293458761, 116, 71, 28, 'Male', 72.01930845677438, 1.787707782471579, 0.093302505, 45, 22.534912978720218, 86, 'Low Risk'),
(108511, 72, 16, '23:46.0', 36.655502648015265, 96.14873502, 128, 76, 39, 'Male', 98.54244688, 1.9490369660032145, 0.099196278, 52, 25.94078950298555, 93.33333333333333, 'Low Risk'),
(108512, 69, 12, '22:46.0', 36.329841665759815, 98.31103478305734, 125, 85, 73, 'Male', 76.19425297827158, 1.601678866631802, 0.065596177, 40, 29.701017309817438, 98.33333333333333, 'Low Risk'),
(108513, 65, 16, '21:46.0', 36.62162246963344, 96.95248804736775, 133, 78, 20, 'Male', 81.2076896, 1.5442545312785227, 0.077099756, 55, 34.053314243461564, 96.33333333333333, 'High Risk'),
(108514, 66, 17, '20:46.0', 36.657633690261406, 95.77507008417088, 136, 83, 63, 'Male', 50.03202953958621, 1.6291723813882784, 0.1299571811245614, 53, 18.850116652562097, 100.66666666666666, 'Low Risk'),
(108515, 68, 17, '19:46.0', 36.80880097074793, 95.68403802699038, 127, 88, 47, 'Male', 67.02030114249709, 1.8390816271688084, 0.097579938, 39, 19.815469349104678, 101, 'Low Risk'),
(108516, 68, 12, '18:46.0', 36.182692875657125, 97.72045937694949, 121, 84, 84, 'Female', 55.884991635540786, 1.8767585178189112, 0.11266862766916372, 37, 15.86640000534245, 96.33333333333333, 'High Risk'),
(108517, 67, 19, '17:46.0', 36.69679084913383, 99.93459546119743, 121, 77, 44, 'Male', 87.20863987424794, 1.8915654120615562, 0.10566771343418854, 44, 24.373437540502568, 91.66666666666667, 'Low Risk'),
(108518, 86, 12, '16:46.0', 36.16236966963049, 97.25212474277258, 117, 78, 57, 'Female', 66.92474291267074, 1.6889815624553584, 0.071353389, 39, 23.460480036750326, 91, 'Low Risk'),
(108519, 74, 13, '15:46.0', 36.090059549387135, 97.45112345, 113, 87, 82, 'Female', 82.61188377409866, 1.6996327044978725, 0.12179448040764307, 26, 28.597783031886923, 95.66666666666667, 'Low Risk'),
(108520, 75, 16, '14:46.0', 36.42966468315058, 99.15070509653292, 118, 71, 20, 'Male', 95.87858270555824, 1.5032158097421298, 0.12517283846142524, 47, 42.43057685571996, 86.66666666666667, 'High Risk'),
(108521, 60, 19, '13:46.0', 37.28545309843609, 96.55855041, 121, 79, 50, 'Male', 66.97768406909434, 1.821768345121402, 0.12214609985233761, 42, 20.181053024815057, 93, 'Low Risk'),
(108522, 73, 19, '12:46.0', 36.53548100953585, 96.96008572119257, 137, 84, 69, 'Female', 52.260622703770565, 1.7179907351039132, 0.1065075300900738, 53, 17.70650903550125, 101.66666666666666, 'High Risk'),
(108523, 85, 13, '11:46.0', 37.45960747724168, 99.51151805175299, 114, 77, 78, 'Male', 78.30251353316022, 1.8844177365134471, 0.069223492, 37, 22.050646994714388, 89.33333333333333, 'Low Risk'),
(108524, 87, 17, '10:46.0', 37.34980862372021, 97.3980518, 133, 81, 47, 'Female', 84.77487929, 1.504963126668367, 0.081280588, 52, 37.42962373912631, 98.33333333333333, 'High Risk'),
(108525, 88, 12, '09:46.0', 36.48622845475082, 98.66049245, 113, 83, 58, 'Male', 90.09441541, 1.5786989203567314, 0.050460725, 30, 36.14924637406694, 93, 'High Risk'),
(108526, 73, 19, '08:46.0', 36.47561194085375, 97.92438224649288, 131, 79, 43, 'Female', 64.51962135088026, 1.721744148726237, 0.1281537942251536, 52, 21.764794877676533, 96.33333333333333, 'Low Risk'),
(108527, 79, 13, '07:46.0', 36.94570004305348, 99.10766438318257, 134, 75, 69, 'Male', 51.87859211341502, 1.6052851186320876, 0.10331879898599072, 59, 20.131856321928232, 94.66666666666666, 'Low Risk'),
(108528, 62, 18, '06:46.0', 36.77698133994202, 96.38717651130939, 122, 85, 82, 'Male', 50.238789260786184, 1.8894147510462456, 0.073836813, 37, 14.072931092737289, 97.33333333333333, 'High Risk'),
(108529, 89, 16, '05:46.0', 36.60676121, 96.43523068571118, 112, 80, 48, 'Female', 73.42671096035541, 1.8298623152228986, 0.13770560222020423, 32, 21.928920273509654, 90.66666666666667, 'Low Risk'),
(108530, 84, 18, '04:46.0', 36.43841787398176, 97.20211893369753, 125, 70, 80, 'Male', 54.95863061887392, 1.5529805873528304, 0.073177317, 55, 22.787876080078625, 88.33333333333333, 'Low Risk'),
(108531, 68, 13, '03:46.0', 36.688129687266226, 99.15995372, 123, 71, 19, 'Male', 97.68362725274676, 1.7396850536414028, 0.13562188836385136, 52, 32.27605993, 88.33333333333333, 'High Risk'),
(108532, 89, 17, '02:46.0', 36.17484773793251, 96.95867120709123, 136, 80, 29, 'Male', 76.87521724208202, 1.9488189148476334, 0.1101895753835904, 56, 20.241532202808667, 98.66666666666666, 'Low Risk'),
(108533, 83, 19, '01:46.0', 36.19014110729471, 98.90054972805731, 129, 70, 59, 'Female', 70.90755319248743, 1.7034990473395542, 0.14063512262562422, 59, 24.434795538985238, 89.66666666666666, 'Low Risk'),
(108534, 69, 16, '00:46.0', 37.22867887086012, 98.86634591619075, 133, 78, 80, 'Female', 83.89437139548326, 1.6239224026514119, 0.077458116, 55, 31.812828048729063, 96.33333333333333, 'High Risk'),
(108535, 73, 13, '59:46.0', 36.40763817884076, 97.94750541, 134, 89, 37, 'Male', 90.70337731801655, 1.952007915466102, 0.12432485036886258, 45, 23.804568272830842, 104, 'Low Risk'),
(108536, 74, 17, '58:46.0', 37.239107949073315, 95.10814105, 137, 89, 84, 'Female', 50.970631978558515, 1.6631907822002445, 0.099488401, 48, 18.426204196976414, 105, 'High Risk'),
(108537, 75, 15, '57:46.0', 36.311120221399335, 95.11159359178917, 133, 78, 59, 'Female', 51.869244717770194, 1.5569924280787264, 0.064381135, 55, 21.396213514810967, 96.33333333333333, 'Low Risk'),
(108538, 83, 13, '56:46.0', 37.24987907881528, 96.33667163770976, 120, 83, 19, 'Male', 69.78091601, 1.9876052745306487, 0.14017353689818732, 37, 17.66348463742392, 95.33333333333333, 'High Risk'),
(108539, 89, 13, '55:46.0', 36.85180649, 98.74009432417463, 123, 83, 85, 'Male', 67.64979648454471, 1.5110018991613248, 0.11663563097894884, 40, 29.630329022470573, 96.33333333333333, 'Low Risk'),
(108540, 64, 19, '54:46.0', 37.09884692319953, 97.65806899780965, 137, 72, 32, 'Female', 55.60112999674296, 1.776623209773753, 0.12602897511251393, 65, 17.615418081088986, 93.66666666666666, 'High Risk'),
(108541, 66, 12, '53:46.0', 36.29170801714346, 97.04488720739992, 136, 72, 72, 'Female', 64.41568803986642, 1.8669111930559659, 0.11443455707297007, 64, 18.48180275, 93.33333333333333, 'High Risk'),
(108542, 62, 14, '52:46.0', 37.140510566220854, 99.39670342102276, 111, 85, 68, 'Male', 55.45433878499062, 1.932555324879663, 0.1343965376448492, 26, 14.848126535742356, 93.66666666666667, 'High Risk'),
(108543, 92, 15, '51:46.0', 37.186037251320315, 96.49780077307119, 111, 73, 31, 'Female', 75.78139148, 1.6180333147838195, 0.1462771498743607, 38, 28.945939943478248, 85.66666666666667, 'High Risk'),
(108544, 77, 17, '50:46.0', 36.353506510081615, 98.66628840166064, 117, 74, 45, 'Male', 66.19391592482594, 1.728373585755038, 0.14881694624951997, 43, 22.158626287260564, 88.33333333333333, 'Low Risk'),
(108545, 94, 17, '49:46.0', 36.99782392094265, 96.32311528788016, 116, 70, 25, 'Male', 98.78048882596032, 1.8442417016726875, 0.14467750514720515, 46, 29.04260010729754, 85.33333333333333, 'High Risk'),
(108546, 85, 18, '48:46.0', 36.34721228126911, 98.32702966012064, 119, 89, 48, 'Male', 58.19956565075225, 1.8632052429769668, 0.12810181305748325, 30, 16.76479889917347, 99, 'High Risk'),
(108547, 96, 12, '47:46.0', 36.13841818727567, 95.78554728210024, 117, 75, 78, 'Female', 64.98440854628615, 1.820329841495755, 0.10043245690635796, 42, 19.611417851842976, 89, 'High Risk'),
(108548, 68, 14, '46:46.0', 36.66947800670732, 99.82899985, 123, 74, 64, 'Male', 93.02920836488804, 1.9494733682578869, 0.12366373033520266, 49, 24.47849495608831, 90.33333333333333, 'Low Risk'),
(108549, 91, 19, '45:46.0', 36.525183265664964, 97.16604148, 132, 73, 19, 'Male', 55.09794791478395, 1.9216508814466389, 0.093668442, 59, 14.92060541220068, 92.66666666666666, 'High Risk'),
(108550, 80, 13, '44:46.0', 36.74033937707753, 97.78326243544363, 113, 78, 31, 'Female', 91.96939227478185, 1.887177520022611, 0.11548434157925948, 35, 25.82366073919531, 89.66666666666667, 'Low Risk'),
(108551, 72, 18, '43:46.0', 36.641719100860044, 96.5306959, 114, 86, 23, 'Female', 90.47972495256892, 1.7941862476144286, 0.10565868081542866, 28, 28.10711203172706, 95.33333333333333, 'Low Risk'),
(108552, 63, 18, '42:46.0', 36.21734489609976, 99.06947867, 120, 72, 69, 'Female', 99.28497461784866, 1.6471575852153986, 0.13391107079451112, 48, 36.594281793187314, 88, 'High Risk'),
(108553, 79, 19, '41:46.0', 36.93096496494429, 95.44762421985135, 136, 81, 24, 'Female', 71.32789927846054, 1.8602895765966458, 0.10116978119640399, 55, 20.610965112871135, 99.33333333333333, 'Low Risk'),
(108554, 91, 13, '40:46.0', 37.39530833725829, 97.66841308019747, 131, 88, 36, 'Female', 57.890546132166115, 1.583140363620223, 0.07240346, 43, 23.09770355366795, 102.33333333333333, 'High Risk'),
(108555, 61, 15, '39:46.0', 36.43482995102717, 97.89866626478585, 121, 81, 89, 'Male', 77.82980511399235, 1.6792285842366232, 0.091331397, 40, 27.60109464944259, 94.33333333333333, 'Low Risk'),
(108556, 94, 16, '38:46.0', 36.88498622482072, 99.69135022908696, 117, 70, 52, 'Female', 55.49672510364857, 1.5264144893683647, 0.063692442, 47, 23.818938118248106, 85.66666666666667, 'High Risk'),
(108557, 91, 15, '37:46.0', 36.30969132653547, 98.38991839456168, 131, 89, 51, 'Male', 91.28243612242973, 1.7400298201979738, 0.13772197, 42, 30.149064406757354, 103, 'High Risk'),
(108558, 67, 16, '36:46.0', 36.52985744117283, 98.82704072434161, 127, 85, 81, 'Female', 53.91064872997497, 1.6806896416165924, 0.071529123, 42, 19.085322853714953, 99, 'Low Risk'),
(108559, 63, 18, '35:46.0', 36.71519472974913, 96.66463038313137, 132, 89, 24, 'Female', 95.67328968910456, 1.845146398934296, 0.14049632858369693, 43, 28.101470563025103, 103.33333333333333, 'Low Risk'),
(108560, 74, 12, '34:46.0', 36.08671835462575, 98.24987328659131, 134, 88, 28, 'Female', 92.06947685, 1.6949471642296527, 0.12072694297487062, 46, 32.04817814398791, 103.33333333333333, 'High Risk'),
(108561, 61, 15, '33:46.0', 36.22451427598196, 97.51406281531959, 132, 72, 32, 'Male', 89.92326425869359, 1.5982608589604537, 0.050442189615277855, 60, 35.20276171889373, 92, 'High Risk'),
(108562, 78, 15, '32:46.0', 36.34413793145483, 97.59280307447112, 119, 82, 42, 'Male', 84.09530681330148, 1.7764243444637353, 0.11588203703865305, 37, 26.648841084035983, 94.33333333333333, 'Low Risk'),
(108563, 98, 12, '31:46.0', 36.28976220333552, 97.60754323230375, 132, 86, 81, 'Female', 95.36551016339197, 1.7129552844949476, 0.11610293254789997, 46, 32.50119161184773, 101.33333333333333, 'High Risk'),
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(108740, 95, 19, '34:46.0', 37.13015236, 99.39245710892013, 130, 73, 76, 'Male', 52.85711988264062, 1.5900654684293176, 0.1036312019687161, 57, 20.906122129552443, 92, 'High Risk'),
(108741, 79, 18, '33:46.0', 36.134812811886306, 97.97968837667314, 121, 80, 49, 'Female', 73.59376853, 1.9871697845827043, 0.12779536, 41, 18.636789182433173, 93.66666666666667, 'Low Risk'),
(108742, 69, 16, '32:46.0', 37.06791266466118, 95.34001430806349, 136, 70, 85, 'Male', 53.73188337, 1.8596476615291069, 0.092199284, 66, 15.537127395406095, 92, 'High Risk'),
(108743, 63, 14, '31:46.0', 37.49760840163045, 98.36407055039071, 138, 84, 74, 'Female', 80.53157865043525, 1.9609012471501883, 0.13566810809721958, 54, 20.943765525739007, 102, 'Low Risk'),
(108744, 83, 16, '30:46.0', 37.48753727499564, 98.17315820724795, 138, 71, 79, 'Female', 79.54179418421717, 1.527703091821512, 0.090708187, 67, 34.08140324266079, 93.33333333333333, 'High Risk'),
(108745, 85, 18, '29:46.0', 36.95416910127959, 97.66601803662778, 118, 79, 42, 'Female', 81.50433123786408, 1.817778720074817, 0.095470627, 39, 24.66599608501701, 92, 'Low Risk'),
(108746, 68, 14, '28:46.0', 37.27049896, 98.50715631140218, 128, 87, 20, 'Male', 74.77518475719441, 1.6115022882017895, 0.086579942, 41, 28.793578426245105, 100.66666666666667, 'Low Risk'),
(108747, 89, 16, '27:46.0', 37.00421548871427, 96.69601048453426, 116, 72, 45, 'Male', 55.34610325566777, 1.8161554868591583, 0.055296279, 44, 16.779576472947202, 86.66666666666667, 'High Risk'),
(108748, 89, 15, '26:46.0', 36.38242371496191, 96.24871842, 129, 83, 66, 'Male', 79.49045565940717, 1.9265197902182427, 0.082006999, 46, 21.417463583414552, 98.33333333333333, 'Low Risk'),
(108749, 93, 19, '25:46.0', 37.0232767, 99.89050115524303, 121, 82, 62, 'Female', 65.56451921984909, 1.5655632721928143, 0.13417386457575173, 39, 26.750236888193175, 95, 'High Risk'),
(108750, 84, 15, '24:46.0', 36.208572081252655, 98.65585835206396, 126, 81, 25, 'Male', 95.31742134424488, 1.7085450443746446, 0.063862652, 45, 32.65272408149881, 96, 'High Risk'),
(108751, 88, 14, '23:46.0', 36.421164228256295, 98.94057878, 133, 83, 58, 'Male', 82.45367986623026, 1.6581274755549555, 0.095981451, 50, 29.98984432083657, 99.66666666666666, 'Low Risk'),
(108752, 86, 19, '22:46.0', 37.114519287721016, 97.75069972, 122, 75, 58, 'Female', 57.54688653320576, 1.5941252676491948, 0.085023091, 47, 22.645240671591463, 90.66666666666667, 'Low Risk'),
(108753, 71, 19, '21:46.0', 36.618929601467364, 95.22326657, 132, 83, 27, 'Male', 89.81382160640062, 1.5675718612039433, 0.074008007, 49, 36.55007378804355, 99.33333333333333, 'High Risk'),
(108754, 74, 17, '20:46.0', 37.01639037404523, 95.03280692666831, 130, 86, 63, 'Male', 60.19154421899618, 1.546912656665115, 0.080907246, 44, 25.153817155812803, 100.66666666666667, 'Low Risk'),
(108755, 96, 18, '19:46.0', 36.42696844652874, 95.11164885102332, 136, 77, 60, 'Female', 57.78351582, 1.843136234617617, 0.11398264084997237, 59, 17.009403694582378, 96.66666666666666, 'High Risk'),
(108756, 92, 14, '18:46.0', 36.17820639793175, 96.67479272185675, 134, 84, 37, 'Male', 68.99517575221437, 1.5888031333455277, 0.075315095, 50, 27.33244922, 100.66666666666666, 'High Risk'),
(108757, 88, 14, '17:46.0', 36.95244637704434, 99.07198594256849, 115, 73, 88, 'Male', 71.87816702219015, 1.6167202147955084, 0.10689758173632673, 42, 27.499655697159856, 87, 'Low Risk'),
(108758, 88, 13, '16:46.0', 36.26189854745545, 96.33748472020402, 128, 84, 24, 'Female', 55.734178666996236, 1.958950419066844, 0.12870549312113475, 44, 14.523614641504102, 98.66666666666667, 'High Risk'),
(108759, 93, 15, '15:46.0', 36.143100802489414, 97.76060284232804, 132, 89, 34, 'Male', 62.337108747533904, 1.854351262676086, 0.11095488160873299, 43, 18.128532385025256, 103.33333333333333, 'High Risk'),
(108760, 67, 12, '14:46.0', 36.79548010301835, 99.51178554715815, 131, 84, 32, 'Male', 92.26748574239122, 1.5504671331481943, 0.098877297, 47, 38.38164263083571, 99.66666666666667, 'High Risk'),
(108761, 73, 15, '13:46.0', 37.10226402788508, 97.94417779686076, 138, 88, 31, 'Male', 66.13317962200492, 1.9988286181596278, 0.14486573305422284, 50, 16.552678734651334, 104.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(108762, 60, 19, '12:46.0', 36.08210390921132, 96.82697098797117, 123, 78, 32, 'Male', 72.84454844777764, 1.8560758789215612, 0.063033317, 45, 21.144898360831487, 93, 'Low Risk'),
(108763, 97, 13, '11:46.0', 36.921848335997055, 95.99043417437838, 134, 72, 45, 'Female', 84.65160550142201, 1.6512620785556837, 0.13286266019857085, 62, 31.045823531869743, 92.66666666666666, 'High Risk'),
(108764, 64, 12, '10:46.0', 36.199160324306554, 98.42921326372263, 111, 86, 51, 'Female', 87.28583950692018, 1.7325666532833761, 0.12828521387484565, 25, 29.077957049145226, 94.33333333333333, 'Low Risk'),
(108765, 94, 19, '09:46.0', 37.27613659390109, 96.82026049261283, 122, 77, 80, 'Male', 63.72960073795715, 1.5711755141246362, 0.074709075, 45, 25.816168864018916, 92, 'High Risk'),
(108766, 73, 12, '08:46.0', 36.01025241998594, 99.44244947263368, 127, 88, 30, 'Female', 81.92334924495718, 1.8002596314431127, 0.056512298, 39, 25.277691716093376, 101, 'Low Risk'),
(108767, 69, 13, '07:46.0', 36.66655900501635, 95.58938234765765, 117, 78, 38, 'Male', 70.47072238536177, 1.7277349554525472, 0.14467376474875288, 39, 23.607743804920105, 91, 'Low Risk'),
(108768, 74, 16, '06:46.0', 36.27311374760183, 99.61506584, 130, 84, 38, 'Male', 52.16197427607578, 1.851699608, 0.072802436, 46, 15.212932958158815, 99.33333333333333, 'High Risk'),
(108769, 91, 15, '05:46.0', 36.21699439199653, 98.94565797011926, 138, 80, 80, 'Male', 62.11292537, 1.5780078041203984, 0.14741964830787885, 58, 24.943861735153927, 99.33333333333333, 'High Risk'),
(108770, 84, 12, '04:46.0', 36.77822723878797, 99.10974613612792, 122, 75, 77, 'Female', 82.98489062679218, 1.9507550374318383, 0.066635453, 47, 21.80688090750841, 90.66666666666667, 'Low Risk'),
(108771, 80, 16, '03:46.0', 37.159284863947434, 95.67117827, 130, 87, 65, 'Female', 69.00243772, 1.5335830467652767, 0.1376797154820606, 43, 29.33930594736743, 101.33333333333333, 'Low Risk'),
(108772, 89, 15, '02:46.0', 37.41185532310005, 96.34383525, 124, 80, 51, 'Female', 61.81434916259691, 1.9854520426353857, 0.060775024269933246, 44, 15.68088241191942, 94.66666666666667, 'High Risk'),
(108773, 78, 15, '01:46.0', 36.217206826930635, 99.34977833854036, 137, 87, 87, 'Female', 79.66454089996621, 1.8174190343655707, 0.061262716, 50, 24.11875651403626, 103.66666666666666, 'Low Risk'),
(108774, 88, 17, '00:46.0', 36.77594054226164, 98.74597983834653, 129, 86, 75, 'Male', 88.95375760865613, 1.7652811391903276, 0.1380195991791885, 43, 28.545426497918534, 100.33333333333333, 'Low Risk'),
(108775, 92, 15, '59:46.0', 37.13902476830785, 96.17436253328206, 129, 88, 79, 'Female', 83.71727575980623, 1.574524361181249, 0.10520644635818874, 41, 33.76885370417274, 101.66666666666667, 'High Risk'),
(108776, 98, 19, '58:46.0', 36.13722542100213, 99.82524739348678, 133, 83, 77, 'Female', 75.63874272644546, 1.7726071328241857, 0.078686202, 50, 24.072395843743863, 99.66666666666666, 'High Risk'),
(108777, 77, 19, '57:46.0', 37.36228518935071, 95.31436517046271, 129, 74, 87, 'Female', 76.70670988169644, 1.6783491482352195, 0.065020178, 55, 27.23132229762129, 92.33333333333333, 'Low Risk'),
(108778, 77, 17, '56:46.0', 36.03613309648341, 97.43921046471937, 118, 80, 49, 'Male', 57.97162563, 1.8929427407060917, 0.088597732, 38, 16.17858460720479, 92.66666666666667, 'High Risk'),
(108779, 64, 12, '55:46.0', 36.06944429238555, 95.11032166122223, 125, 86, 81, 'Male', 90.18439408, 1.5234942690313034, 0.12086744350177529, 39, 38.85525307518132, 99, 'High Risk'),
(108780, 85, 17, '54:46.0', 36.766979811352826, 98.98137637532827, 113, 75, 56, 'Male', 92.03653624191068, 1.7918892391354522, 0.063617756, 38, 28.66407575978216, 87.66666666666667, 'Low Risk'),
(108781, 84, 17, '53:46.0', 37.13756628379229, 99.17086427, 137, 85, 81, 'Female', 70.69581049450737, 1.9456424239712098, 0.084002364, 52, 18.675301554245923, 102.33333333333333, 'Low Risk'),
(108782, 60, 16, '52:46.0', 36.69617191745778, 95.60181668767915, 123, 87, 86, 'Male', 91.51591281505048, 1.9483454302236953, 0.065231883, 36, 24.108195322198203, 99, 'Low Risk'),
(108783, 90, 13, '51:46.0', 36.89227506084036, 98.96524857105574, 124, 77, 44, 'Male', 65.08231302039812, 1.722914170951314, 0.14537051354909614, 47, 21.924802664656283, 92.66666666666667, 'Low Risk'),
(108784, 82, 19, '50:46.0', 37.19491232738365, 96.53994449639575, 137, 80, 65, 'Male', 53.74873613071176, 1.6258488460466651, 0.077749514, 57, 20.33330252818749, 99, 'Low Risk'),
(108785, 67, 16, '49:46.0', 37.22406429975953, 96.74031915690199, 135, 75, 86, 'Male', 51.85211191352945, 1.9200706500623217, 0.079371814, 60, 14.064750469134394, 95, 'High Risk'),
(108786, 80, 12, '48:46.0', 37.24348934455529, 96.57841229701148, 131, 79, 81, 'Female', 66.57232407036992, 1.5543338076657771, 0.084229935, 52, 27.55529926804534, 96.33333333333333, 'Low Risk'),
(108787, 83, 19, '47:46.0', 36.56761526661378, 98.09776112570667, 126, 84, 87, 'Male', 88.78981313070409, 1.7856512055311282, 0.11505938865730939, 42, 27.846452709498305, 98, 'Low Risk'),
(108788, 62, 12, '46:46.0', 36.607894031685305, 95.13410797100295, 112, 84, 47, 'Female', 91.88846060207852, 1.9282122517778049, 0.11819084497954102, 28, 24.714469907154317, 93.33333333333333, 'Low Risk'),
(108789, 60, 19, '45:46.0', 37.20730716110066, 97.26005090918083, 121, 88, 32, 'Male', 77.29285081669443, 1.7058615484001942, 0.1411352551641829, 33, 26.561449161804056, 99, 'Low Risk'),
(108790, 64, 15, '44:46.0', 36.039172189928955, 96.83329595739919, 126, 87, 65, 'Female', 61.236033367292364, 1.8345379748815303, 0.11443982223415296, 39, 18.195066151805605, 100, 'High Risk'),
(108791, 77, 16, '43:46.0', 37.19369555977715, 99.74117570641206, 129, 73, 70, 'Male', 76.38321971231416, 1.5008331944451216, 0.086353726, 56, 33.91041522776223, 91.66666666666666, 'High Risk'),
(108792, 67, 16, '42:46.0', 36.518375402599474, 98.67642514, 116, 76, 23, 'Female', 62.93286777, 1.7975688051399792, 0.065197364, 40, 19.47630096091785, 89.33333333333333, 'Low Risk'),
(108793, 67, 19, '41:46.0', 36.408503137008076, 95.67200643316082, 121, 78, 54, 'Male', 83.57894686, 1.6459030640764363, 0.1371978923974458, 43, 30.852359770880366, 92.33333333333333, 'High Risk'),
(108794, 87, 12, '40:46.0', 36.1403047, 97.60679094016673, 138, 80, 33, 'Male', 51.605547979147325, 1.7926314825783956, 0.082622765, 58, 16.05884681, 99.33333333333333, 'High Risk'),
(108795, 82, 19, '39:46.0', 37.34313387914251, 98.05827112705857, 119, 79, 80, 'Male', 73.31751423105166, 1.5681292605064152, 0.079869022, 40, 29.81563168672986, 92.33333333333333, 'Low Risk'),
(108796, 94, 14, '38:46.0', 37.19983697364876, 96.48775991720039, 125, 89, 28, 'Male', 63.14873885865209, 1.8224614186385966, 0.077625277, 36, 19.012883866884525, 101, 'High Risk'),
(108797, 88, 14, '37:46.0', 36.21812376619236, 98.60550631482347, 113, 80, 62, 'Male', 95.48234235754686, 1.6649003115647205, 0.074367575, 33, 34.446618510567774, 91, 'High Risk'),
(108798, 61, 16, '36:46.0', 36.83572141489536, 96.22122439265118, 110, 87, 25, 'Male', 72.06215555149461, 1.6919779762284484, 0.13307836644483437, 23, 25.17200662334784, 94.66666666666667, 'Low Risk'),
(108799, 69, 17, '35:46.0', 37.15732410930137, 98.19506266545363, 130, 86, 69, 'Male', 58.35566384604666, 1.7063315551322868, 0.07343858, 44, 20.042697389133533, 100.66666666666667, 'Low Risk'),
(108800, 87, 12, '34:46.0', 36.58321580173814, 99.20995282693865, 130, 75, 28, 'Male', 98.55102328890054, 1.5817728836399085, 0.14255660067870662, 55, 39.388812312727694, 93.33333333333333, 'High Risk'),
(108801, 77, 16, '33:46.0', 37.44024029547722, 95.55941484897404, 121, 75, 55, 'Male', 68.87317747889239, 1.8880293729813649, 0.11520638718974016, 46, 19.32113462738643, 90.33333333333333, 'Low Risk'),
(108802, 84, 13, '32:46.0', 36.18451530429416, 97.44610631029803, 133, 80, 63, 'Female', 67.82147715433346, 1.5732574837499267, 0.1443266460646438, 53, 27.40107692352457, 97.66666666666666, 'Low Risk'),
(108803, 82, 15, '31:46.0', 36.841576696547996, 96.78263361852086, 131, 73, 31, 'Female', 79.42486248122367, 1.821487343, 0.13544574985178026, 58, 23.938898083359536, 92.33333333333333, 'Low Risk'),
(108804, 98, 12, '30:46.0', 37.16751716, 95.18190463, 119, 82, 79, 'Male', 67.25666085851329, 1.9100017713396817, 0.098985408, 37, 18.436045094880107, 94.33333333333333, 'High Risk'),
(108805, 84, 16, '29:46.0', 36.655685119789936, 95.91149172445968, 126, 88, 31, 'Female', 55.555234318435524, 1.975153768587364, 0.099864787, 38, 14.240431865127468, 100.66666666666667, 'High Risk'),
(108806, 75, 12, '28:46.0', 36.44593270127256, 98.72963715, 134, 81, 86, 'Female', 75.08887199084334, 1.9619751052152004, 0.071386195, 53, 19.50691516837762, 98.66666666666666, 'Low Risk'),
(108807, 85, 17, '27:46.0', 37.27286976516732, 98.21295694631655, 120, 79, 79, 'Female', 81.06114725196664, 1.6251803480993616, 0.14163310095374837, 41, 30.690899827129666, 92.66666666666667, 'High Risk'),
(108808, 71, 16, '26:46.0', 37.14673123, 98.72880296759647, 130, 80, 22, 'Female', 82.71427039567685, 1.7170674477802552, 0.074905831, 50, 28.05470674669014, 96.66666666666666, 'Low Risk'),
(108809, 63, 15, '25:46.0', 37.49215100111894, 99.46388511, 121, 85, 51, 'Male', 85.19824762544891, 1.654355485542624, 0.065429643, 36, 31.12956059908679, 97, 'High Risk'),
(108810, 82, 16, '24:46.0', 36.53741526396824, 99.79826748012559, 132, 86, 61, 'Female', 71.18406917436592, 1.5192428670518772, 0.14367846489607433, 46, 30.84099624626251, 101.33333333333333, 'High Risk'),
(108811, 74, 19, '23:46.0', 36.26158982879369, 97.45891262186589, 122, 80, 80, 'Female', 87.19821940563773, 1.82882594, 0.060232667, 42, 26.07131101120301, 94, 'Low Risk'),
(108812, 76, 19, '22:46.0', 36.48711637859036, 99.66334842031927, 113, 86, 38, 'Female', 76.35533426061447, 1.6290153397761034, 0.11717216986191108, 27, 28.77325766862112, 95, 'Low Risk'),
(108813, 79, 12, '21:46.0', 36.471177758924185, 95.97021333, 125, 71, 83, 'Female', 54.53701651985662, 1.7345059816097872, 0.14558087294679078, 54, 18.12757756760857, 89, 'High Risk'),
(108814, 83, 14, '20:46.0', 37.347774961042006, 95.44673276151796, 128, 85, 80, 'Male', 98.89138425829317, 1.904786752763619, 0.099794412, 43, 27.256226655648668, 99.33333333333333, 'Low Risk'),
(108815, 76, 17, '19:46.0', 37.39206110840782, 96.58374114682817, 114, 76, 64, 'Female', 53.510311838012754, 1.8090168417732153, 0.14240641180828942, 38, 16.351299057477586, 88.66666666666667, 'High Risk'),
(108816, 92, 16, '18:46.0', 36.94858834878823, 97.94773353597068, 138, 76, 71, 'Female', 62.94040588059383, 1.5289287127184055, 0.12023866356157208, 62, 26.924959948511265, 96.66666666666666, 'High Risk'),
(108817, 93, 15, '17:46.0', 37.25102977322999, 98.86675404415024, 129, 71, 25, 'Female', 57.77411533209971, 1.5576988077927996, 0.092317755, 58, 23.810380136251496, 90.33333333333333, 'High Risk'),
(108818, 70, 19, '16:46.0', 36.65724668064527, 99.04091618740424, 129, 84, 87, 'Female', 92.18343382877302, 1.6211950216220687, 0.14560637794104075, 45, 35.073762646481434, 99, 'High Risk'),
(108819, 65, 13, '15:46.0', 36.65926316795416, 98.94015427180445, 129, 71, 26, 'Male', 79.76025737383497, 1.7369234250905845, 0.10780971575727898, 58, 26.437793253620008, 90.33333333333333, 'Low Risk'),
(108820, 96, 13, '14:46.0', 36.752857773861145, 98.53609894103559, 118, 88, 41, 'Female', 59.441550919623104, 1.6772099051354519, 0.10116531875132898, 30, 21.130768649864248, 98, 'High Risk'),
(108821, 60, 13, '13:46.0', 36.460491740156876, 95.59562399967453, 117, 83, 49, 'Male', 61.66236929424043, 1.5858999826893276, 0.063569263, 34, 24.51707294228867, 94.33333333333333, 'Low Risk'),
(108822, 60, 14, '12:46.0', 36.661552823469314, 99.16321371311257, 139, 76, 82, 'Male', 69.01929586877394, 1.9696004888730885, 0.098750285, 63, 17.791568520615943, 97, 'High Risk'),
(108823, 98, 17, '11:46.0', 36.254000307490664, 96.71443551783427, 118, 80, 48, 'Female', 84.88136183819081, 1.7042624247165203, 0.099392684, 38, 29.223982630159394, 92.66666666666667, 'High Risk'),
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(108998, 60, 17, '16:46.0', 36.50685485174038, 95.39644782083556, 113, 71, 29, 'Male', 50.94033095341708, 1.7063508954950093, 0.115527441, 42, 17.49544820051131, 85, 'High Risk'),
(108999, 81, 13, '15:46.0', 36.32552772817994, 99.61494521878393, 134, 72, 88, 'Male', 88.62713752088642, 1.5582860929917743, 0.11702398688330934, 62, 36.498274495062944, 92.66666666666666, 'High Risk'),
(109000, 77, 15, '14:46.0', 36.41538490215589, 95.47214085518844, 120, 76, 18, 'Female', 64.14085684, 1.7078384247737532, 0.11304637892845112, 44, 21.990808473449633, 90.66666666666667, 'Low Risk'),
(109001, 98, 15, '13:46.0', 36.85894389286327, 97.87596683350127, 135, 77, 30, 'Female', 70.30131871518782, 1.6950173097467212, 0.098658476, 58, 24.468942271407705, 96.33333333333333, 'High Risk'),
(109002, 64, 17, '12:46.0', 36.40925944026391, 98.81442755338271, 135, 73, 32, 'Female', 92.35635394405278, 1.6129599749399222, 0.072977746, 62, 35.49928436565072, 93.66666666666666, 'High Risk'),
(109003, 62, 17, '11:46.0', 36.10991883843554, 99.48673583780864, 124, 88, 53, 'Female', 84.57401416307358, 1.7688731965267313, 0.088978649, 36, 27.02984415861588, 100, 'Low Risk'),
(109004, 84, 19, '10:46.0', 37.06012243260936, 99.31085339206426, 111, 87, 58, 'Female', 79.22589930963485, 1.532132030390177, 0.067218096, 24, 33.75007900502665, 95, 'High Risk'),
(109005, 95, 18, '09:46.0', 37.08389838007079, 98.96082618722266, 111, 82, 34, 'Male', 66.96109008, 1.834971973396653, 0.1287703125190114, 29, 19.88674221908973, 91.66666666666667, 'High Risk'),
(109006, 92, 16, '08:46.0', 36.92017021338093, 99.19350296272783, 117, 78, 66, 'Female', 72.14760487603138, 1.502001007155471, 0.13469753383510324, 39, 31.98022171946367, 91, 'High Risk'),
(109007, 77, 18, '07:46.0', 37.151873161889604, 96.37546875002403, 129, 82, 80, 'Female', 69.50299625177283, 1.5999836776082323, 0.1381938684970797, 47, 27.150161852496122, 97.66666666666667, 'Low Risk'),
(109008, 96, 13, '06:46.0', 37.41379600094611, 96.58520452824828, 111, 77, 23, 'Male', 74.40742254, 1.941076821332897, 0.14009649889696457, 34, 19.748349908768674, 88.33333333333333, 'High Risk'),
(109009, 73, 15, '05:46.0', 36.760258505524206, 95.01370921189088, 125, 84, 37, 'Female', 51.96446026033959, 1.9724799633451737, 0.11209105995624717, 41, 13.356147917616571, 97.66666666666667, 'High Risk'),
(109010, 69, 13, '04:46.0', 36.76486488964779, 98.92645607, 121, 84, 26, 'Female', 51.26006784408156, 1.9349548939021426, 0.066827398, 37, 13.691072982559286, 96.33333333333333, 'High Risk'),
(109011, 69, 17, '03:46.0', 36.66421232959642, 96.68948077489254, 126, 79, 43, 'Female', 52.09005174856251, 1.5509955079198938, 0.053664506946068696, 47, 21.653779442747712, 94.66666666666667, 'Low Risk'),
(109012, 69, 13, '02:46.0', 36.81538463200875, 97.33358493575939, 117, 77, 30, 'Male', 56.03270152411761, 1.5501098779064197, 0.1180762735458264, 40, 23.319358238321055, 90.33333333333333, 'Low Risk'),
(109013, 99, 14, '01:46.0', 36.323850147112765, 96.41738582746953, 139, 89, 27, 'Female', 53.34456795, 1.6507412069073544, 0.12957288462384092, 50, 19.576372351503743, 105.66666666666666, 'High Risk'),
(109014, 92, 16, '00:46.0', 36.98505592634069, 96.21842586121684, 123, 73, 18, 'Male', 70.81292691525582, 1.8043357784622434, 0.056702428, 50, 21.750929646854363, 89.66666666666666, 'High Risk'),
(109015, 78, 16, '59:46.0', 36.782525055659406, 97.07296268770132, 139, 79, 27, 'Female', 54.95857073368599, 1.7432425566841023, 0.11664354165187643, 60, 18.08505320549518, 99, 'High Risk'),
(109016, 69, 14, '58:46.0', 36.04142398587365, 96.07465524, 125, 70, 75, 'Female', 53.83574508773569, 1.8607823400830512, 0.063451478, 55, 15.548180605251481, 88.33333333333333, 'High Risk'),
(109017, 76, 17, '57:46.0', 36.87709881828545, 95.99417555022558, 114, 70, 33, 'Female', 91.11733050783727, 1.9756903942158313, 0.11325027563517291, 44, 23.34335157250309, 84.66666666666667, 'Low Risk'),
(109018, 86, 12, '56:46.0', 37.05931129081297, 95.27190736347272, 114, 74, 56, 'Male', 66.64904225609843, 1.8953573135448176, 0.095434295, 40, 18.55289651694629, 87.33333333333333, 'Low Risk'),
(109019, 92, 17, '55:46.0', 36.895830632976526, 97.82552632463101, 116, 86, 69, 'Female', 56.91614231433419, 1.6361118070374392, 0.13956246966621852, 30, 21.26226365321711, 96, 'High Risk'),
(109020, 99, 12, '54:46.0', 36.42643601, 95.65217279, 122, 87, 67, 'Male', 51.55768201795865, 1.5090837164582989, 0.10741597664016825, 35, 22.639494093153814, 98.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(109021, 83, 16, '53:46.0', 37.00026277052815, 98.47347616321781, 113, 74, 30, 'Female', 95.64592240166355, 1.6773515350542088, 0.095930145, 39, 33.99525309664112, 87, 'High Risk'),
(109022, 92, 17, '52:46.0', 37.23016750902056, 96.72384790313524, 110, 81, 84, 'Male', 88.65131333912078, 1.6564981351209973, 0.13483944785315985, 29, 32.30749392452695, 90.66666666666667, 'High Risk'),
(109023, 97, 18, '51:46.0', 37.12502091, 98.11735826125248, 123, 70, 51, 'Female', 99.48017910850757, 1.7627365103098747, 0.058749566499769604, 53, 32.01560837125264, 87.66666666666666, 'High Risk'),
(109024, 90, 14, '50:46.0', 36.031145786412225, 98.98599929514276, 123, 80, 89, 'Female', 93.46477873348732, 1.8649179802506428, 0.12894344, 43, 26.873764676530033, 94.33333333333333, 'Low Risk'),
(109025, 78, 12, '49:46.0', 37.34717841, 99.04758091047765, 139, 73, 87, 'Female', 92.69608926051325, 1.801915317186366, 0.14417056252606164, 66, 28.54911553330453, 95, 'Low Risk'),
(109026, 66, 17, '48:46.0', 36.73222387, 99.90195723, 125, 87, 37, 'Female', 71.40979350553312, 1.5565917522420547, 0.055884480710640394, 38, 29.471913054672964, 99.66666666666667, 'Low Risk'),
(109027, 68, 17, '47:46.0', 36.036488229673125, 99.86024295617341, 123, 82, 68, 'Male', 66.80390841175137, 1.9280696728874536, 0.091527648, 41, 17.970345410855998, 95.66666666666667, 'High Risk'),
(109028, 60, 16, '46:46.0', 37.305202343866036, 99.11880953, 130, 87, 54, 'Male', 62.92791465955733, 1.6979915795217542, 0.13064817765912043, 43, 21.825905759839166, 101.33333333333333, 'Low Risk'),
(109029, 99, 17, '45:46.0', 36.552177202740666, 95.61738870019269, 116, 73, 20, 'Male', 58.71520753382244, 1.6967879722607906, 0.08095857, 43, 20.39367275940285, 87.33333333333333, 'High Risk'),
(109030, 66, 16, '44:46.0', 36.228625776440104, 96.03131797, 119, 81, 73, 'Female', 61.93876804231125, 1.602708399190845, 0.068359224, 38, 24.113127204989215, 93.66666666666667, 'Low Risk'),
(109031, 89, 12, '43:46.0', 36.15311617445264, 99.36882823454562, 112, 86, 24, 'Female', 56.012546279311984, 1.9505684025175534, 0.05127552, 26, 14.72186891, 94.66666666666667, 'High Risk'),
(109032, 91, 13, '42:46.0', 37.41020654901422, 97.03776644486926, 130, 89, 53, 'Male', 67.50097637337764, 1.6650110276196992, 0.077256841, 41, 24.348702662302056, 102.66666666666667, 'High Risk'),
(109033, 61, 16, '41:46.0', 36.788449757663805, 97.84539472219535, 124, 70, 34, 'Male', 95.90931683625952, 1.5092323124120264, 0.14109561529136055, 54, 42.10644809690437, 88, 'High Risk'),
(109034, 85, 12, '40:46.0', 36.38496461345889, 95.45313310390696, 114, 76, 53, 'Female', 64.99254114504895, 1.893913299163128, 0.10712341848299721, 38, 18.11937988629105, 88.66666666666667, 'High Risk'),
(109035, 99, 12, '39:46.0', 36.04051348, 96.61805935549066, 111, 82, 77, 'Female', 60.696562267584056, 1.934668228227761, 0.13448113174062953, 29, 16.21627479070683, 91.66666666666667, 'High Risk'),
(109036, 67, 13, '38:46.0', 36.45036574736002, 97.29225356635676, 117, 81, 74, 'Female', 81.21489417043517, 1.6185440912273243, 0.074865022, 36, 31.001778816088866, 93, 'High Risk'),
(109037, 88, 13, '37:46.0', 37.24304588650171, 99.33351788272529, 119, 75, 45, 'Male', 98.57873621, 1.8337485803327152, 0.062471037722824835, 44, 29.31592924906334, 89.66666666666667, 'Low Risk'),
(109038, 63, 14, '36:46.0', 36.516436683402276, 95.96020328419738, 135, 75, 74, 'Female', 98.53635526207006, 1.9379289882389457, 0.14591526338920102, 60, 26.23739877188988, 95, 'Low Risk'),
(109039, 95, 19, '35:46.0', 36.042086280012285, 98.14525102720219, 128, 82, 44, 'Male', 77.01243729, 1.778224015672334, 0.059167848275925375, 46, 24.354988317636014, 97.33333333333333, 'High Risk'),
(109040, 94, 14, '34:46.0', 37.06965224934807, 95.10038072594611, 117, 81, 72, 'Female', 75.63050761958283, 1.8644829010430777, 0.086505361, 36, 21.75605788358964, 93, 'High Risk'),
(109041, 96, 18, '33:46.0', 36.064725519378584, 98.04798815321698, 128, 78, 21, 'Female', 67.70043148469432, 1.7061568145189634, 0.10699333475325382, 50, 23.256992159473253, 94.66666666666666, 'High Risk'),
(109042, 94, 15, '32:46.0', 37.317319745992314, 97.86340519364377, 134, 84, 69, 'Female', 81.48852415978632, 1.5780374559458987, 0.050266485, 50, 32.72365744237695, 100.66666666666666, 'High Risk'),
(109043, 73, 18, '31:46.0', 37.296219151416814, 95.09524845190148, 130, 75, 36, 'Male', 78.02835778713123, 1.5039518688142162, 0.11413731564126768, 55, 34.49725915835042, 93.33333333333333, 'High Risk'),
(109044, 68, 14, '30:46.0', 36.23712437874396, 96.21952097826107, 112, 75, 77, 'Male', 51.365075712518646, 1.905211393105423, 0.065406512, 37, 14.15081954538454, 87.33333333333333, 'High Risk'),
(109045, 74, 13, '29:46.0', 36.608672222892324, 97.62525523033551, 139, 82, 32, 'Female', 87.53945153725391, 1.7343085086115042, 0.1322613576456993, 57, 29.10389478936358, 101, 'Low Risk'),
(109046, 84, 14, '28:46.0', 36.440541631046955, 95.14705638950639, 139, 83, 73, 'Female', 69.99746314176382, 1.6792420317149228, 0.096640966, 56, 24.823082358029698, 101.66666666666666, 'Low Risk'),
(109047, 86, 16, '27:46.0', 36.37892064537815, 99.16493149111682, 116, 85, 51, 'Male', 73.65862904051949, 1.7976508007791305, 0.13882614514826896, 31, 22.793602288418516, 95.33333333333333, 'Low Risk'),
(109048, 71, 18, '26:46.0', 36.10215177, 97.65165025, 133, 83, 67, 'Female', 62.556117697572624, 1.757923657528653, 0.092687455, 50, 20.242761885648108, 99.66666666666666, 'Low Risk'),
(109049, 99, 16, '25:46.0', 37.08801507503356, 99.48412280892056, 126, 81, 70, 'Male', 70.96711733360127, 1.705725542214728, 0.098917857, 45, 24.391519667141868, 96, 'High Risk'),
(109050, 76, 15, '24:46.0', 36.30034377, 96.48326471657059, 111, 76, 53, 'Male', 68.5712585, 1.8517186056716444, 0.10117266553869453, 35, 19.998256742052245, 87.66666666666667, 'Low Risk'),
(109051, 95, 17, '23:46.0', 36.15600575708269, 95.76099818010017, 139, 75, 34, 'Female', 80.12335446612552, 1.664805876834022, 0.070600354, 64, 28.90892368995797, 96.33333333333333, 'High Risk'),
(109052, 60, 16, '22:46.0', 37.39721185378973, 99.53726113350386, 111, 86, 18, 'Male', 52.04775146699471, 1.8260570400129958, 0.1299806518627506, 25, 15.608935768008015, 94.33333333333333, 'High Risk'),
(109053, 90, 19, '21:46.0', 36.392847622016674, 97.53776465, 128, 85, 78, 'Female', 74.41757695619977, 1.809218312960847, 0.052188351820174055, 43, 22.734927581561006, 99.33333333333333, 'Low Risk'),
(109054, 66, 16, '20:46.0', 36.39303976795316, 96.98428983446706, 122, 75, 80, 'Female', 76.05867884928591, 1.7874526252468284, 0.084842732, 47, 23.80563098609699, 90.66666666666667, 'Low Risk'),
(109055, 66, 14, '19:46.0', 37.095569530266985, 99.48798679497958, 138, 87, 39, 'Male', 80.02129664413329, 1.5020105497096752, 0.09252267, 51, 35.46987175237748, 104, 'High Risk'),
(109056, 97, 13, '18:46.0', 36.551211270492715, 97.61936373331977, 132, 87, 38, 'Female', 56.916110290020804, 1.6626210630643938, 0.086339912, 45, 20.589635392217865, 102, 'High Risk'),
(109057, 97, 17, '17:46.0', 36.61372463920644, 99.75296395997957, 121, 81, 52, 'Male', 71.85681355856306, 1.937911280419136, 0.12503081877345784, 40, 19.13375344330512, 94.33333333333333, 'High Risk'),
(109058, 70, 18, '16:46.0', 37.214037106931876, 96.27956083873451, 134, 88, 79, 'Male', 89.21485237901538, 1.6019564680104548, 0.050215068, 46, 34.76448024, 103.33333333333333, 'High Risk'),
(109059, 69, 16, '15:46.0', 36.23772596727927, 95.09303311811676, 114, 74, 39, 'Male', 90.34851415260917, 1.8709995137896311, 0.14942255604086657, 40, 25.809147841708423, 87.33333333333333, 'Low Risk'),
(109060, 74, 16, '14:46.0', 37.297610979237255, 98.04471330270296, 121, 79, 77, 'Female', 91.12106069961723, 1.8471962694807573, 0.12515366623796015, 42, 26.705006061064463, 93, 'Low Risk'),
(109061, 63, 12, '13:46.0', 37.12273671247213, 96.23199196, 130, 78, 56, 'Male', 51.79062658083809, 1.736026129844725, 0.1044173603965299, 52, 17.18456922546573, 95.33333333333333, 'High Risk'),
(109062, 72, 15, '12:46.0', 36.89211472813574, 95.35208287423679, 123, 76, 44, 'Male', 67.56063376545688, 1.7313398410418426, 0.057289211452272705, 47, 22.538710689462295, 91.66666666666667, 'Low Risk'),
(109063, 68, 16, '11:46.0', 36.01556309876287, 95.14040948688181, 125, 71, 18, 'Male', 57.18050529, 1.5778461284185519, 0.058210075172312276, 54, 22.967762660944096, 89, 'Low Risk'),
(109064, 89, 13, '10:46.0', 36.44949959842751, 96.37454879346711, 119, 76, 20, 'Female', 67.29061744, 1.7179464140606693, 0.1322371841043167, 43, 22.80002308642851, 90.33333333333333, 'Low Risk'),
(109065, 85, 13, '09:46.0', 36.69601439252316, 97.74476152616816, 124, 85, 83, 'Male', 58.24143344074594, 1.7395085537593369, 0.098289984, 39, 19.24770341128697, 98, 'Low Risk'),
(109066, 72, 13, '08:46.0', 36.786002512830315, 98.32737908126828, 132, 86, 77, 'Male', 82.83361157, 1.6257392665466288, 0.074738941, 46, 31.34041957516862, 101.33333333333333, 'High Risk'),
(109067, 92, 17, '07:46.0', 36.44706928024124, 98.55418843957568, 133, 79, 36, 'Female', 82.48682280432263, 1.5502727208649882, 0.057932364270719565, 54, 34.321666399372205, 97, 'High Risk'),
(109068, 66, 12, '06:46.0', 36.32468878866789, 97.43515454812027, 122, 76, 31, 'Male', 51.68459164149754, 1.922106092909158, 0.095456338, 46, 13.989634836448746, 91.33333333333333, 'High Risk'),
(109069, 75, 19, '05:46.0', 36.553668510159596, 95.00138589889379, 125, 83, 30, 'Male', 92.33632495464734, 1.7136910582909297, 0.068409991, 42, 31.441808917270095, 97, 'High Risk'),
(109070, 92, 15, '04:46.0', 36.98102705700208, 95.18722499425995, 119, 89, 52, 'Male', 94.91651052145333, 1.6990785164383753, 0.099952403, 30, 32.87871732689743, 99, 'High Risk'),
(109071, 93, 19, '03:46.0', 36.13515007819577, 97.47790152891193, 127, 88, 85, 'Male', 61.74482181644613, 1.9880314022568144, 0.11010485214240737, 39, 15.62262692, 101, 'High Risk'),
(109072, 96, 12, '02:46.0', 36.50567762192022, 99.69977143, 134, 80, 67, 'Male', 53.43670842349141, 1.6282228001508314, 0.088902937, 54, 20.156356682707578, 98, 'High Risk'),
(109073, 62, 18, '01:46.0', 36.88312687548014, 96.46724448745056, 122, 80, 74, 'Female', 62.00585667695071, 1.620609751439607, 0.086671755, 42, 23.608903473366457, 94, 'Low Risk'),
(109074, 84, 13, '00:46.0', 37.48262447736066, 95.77218466460643, 117, 88, 60, 'Female', 99.88620263098059, 1.5853295046667342, 0.078808403, 29, 39.74352815398145, 97.66666666666667, 'High Risk'),
(109075, 85, 14, '59:46.0', 37.24630245298287, 99.14049236432768, 113, 78, 55, 'Female', 53.009341720011996, 1.5985336783975326, 0.069724695, 35, 20.74477983471601, 89.66666666666667, 'Low Risk'),
(109076, 69, 17, '58:46.0', 37.248051535688525, 96.55935095277134, 125, 85, 63, 'Female', 79.18873002936559, 1.7060857901373356, 0.084523569, 40, 27.205809114136258, 98.33333333333333, 'Low Risk'),
(109077, 89, 18, '57:46.0', 37.35574039764671, 97.44323697616532, 132, 85, 87, 'Female', 58.38127193095089, 1.828152467247359, 0.074936195, 47, 17.468222969572043, 100.66666666666667, 'High Risk'),
(109078, 68, 14, '56:46.0', 36.664321439547386, 96.29216965636004, 125, 77, 76, 'Male', 62.75014685222756, 1.6032334608241874, 0.069216632, 48, 24.41300329706079, 93, 'Low Risk'),
(109079, 63, 13, '55:46.0', 36.90248828934972, 96.04420267325236, 133, 86, 33, 'Female', 56.11314097623435, 1.7861593123469788, 0.13975991726034992, 47, 17.58831337774831, 101.66666666666667, 'High Risk'),
(109080, 70, 18, '54:46.0', 37.32170330852848, 99.94431096256665, 111, 73, 22, 'Female', 88.88778192307325, 1.5227929638269324, 0.094822601, 38, 38.33189997183895, 85.66666666666667, 'High Risk'),
(109081, 76, 18, '53:46.0', 36.07323460706795, 99.60904964, 112, 75, 67, 'Male', 92.72287528, 1.539163518, 0.077761769, 37, 39.139688798590655, 87.33333333333333, 'High Risk'),
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(109259, 99, 18, '55:46.0', 37.08460561755236, 95.13928386525104, 124, 74, 45, 'Female', 77.35611886209944, 1.5413268254968198, 0.076749344, 50, 32.56155959500952, 90.66666666666666, 'High Risk'),
(109260, 68, 15, '54:46.0', 37.02962909280391, 95.95904971787827, 110, 71, 65, 'Male', 92.85213259522652, 1.7990788369433541, 0.12310628049951695, 39, 28.68742009334978, 84, 'Low Risk'),
(109261, 93, 15, '53:46.0', 36.206686068889844, 98.42651701973234, 137, 73, 70, 'Female', 57.72003787236253, 1.9129025389672276, 0.093331663, 64, 15.773966719164841, 94.33333333333333, 'High Risk'),
(109262, 85, 16, '52:46.0', 36.14945997716032, 95.43231444241177, 119, 80, 76, 'Female', 76.27965832456285, 1.511573457438315, 0.13188477798906967, 39, 33.38491112946385, 93, 'High Risk'),
(109263, 85, 15, '51:46.0', 36.25321271365804, 98.86677958261532, 127, 80, 75, 'Female', 85.74398455, 1.6563875743649081, 0.07102959, 47, 31.25213801992975, 95.66666666666667, 'High Risk'),
(109264, 67, 19, '50:46.0', 37.40434688575481, 95.84682286923812, 124, 78, 35, 'Female', 80.60252890633333, 1.8459584720576219, 0.081817245, 46, 23.65401210845991, 93.33333333333333, 'Low Risk'),
(109265, 73, 14, '49:46.0', 36.71197503, 95.24492814094319, 128, 78, 24, 'Female', 96.28376924508362, 1.7538023135349512, 0.11653834153824079, 50, 31.30342128800685, 94.66666666666666, 'High Risk'),
(109266, 97, 17, '48:46.0', 37.00634185749373, 98.44507793168972, 135, 88, 20, 'Male', 78.98027265793665, 1.8840034885200239, 0.097591713, 47, 22.251291513445295, 103.66666666666667, 'High Risk'),
(109267, 91, 16, '47:46.0', 36.66852460124463, 96.09939527858893, 124, 71, 29, 'Male', 94.65742285260535, 1.8540978105726351, 0.0822027, 53, 27.53527346687031, 88.66666666666666, 'High Risk'),
(109268, 63, 15, '46:46.0', 36.59920486, 96.57492801722597, 124, 75, 77, 'Male', 92.15078424190956, 1.8631123920136612, 0.14825362143421114, 49, 26.54733478632951, 91.33333333333333, 'Low Risk'),
(109269, 81, 14, '45:46.0', 37.465010529954014, 99.74111733369853, 135, 82, 54, 'Female', 72.78344240008168, 1.658700895809968, 0.10505078139634592, 53, 26.454309724629617, 99.66666666666666, 'Low Risk'),
(109270, 96, 19, '44:46.0', 37.32162913052818, 97.03038829, 114, 82, 88, 'Female', 62.93477993186528, 1.5024834121155064, 0.14524346746746641, 32, 27.878624734107415, 92.66666666666667, 'High Risk'),
(109271, 82, 16, '43:46.0', 37.16211712041864, 96.35537236787486, 131, 80, 67, 'Female', 94.10227119808974, 1.8013768120958908, 0.12950758591604644, 51, 28.999530669654455, 97, 'Low Risk'),
(109272, 93, 18, '42:46.0', 37.105178060369354, 96.05636416098866, 127, 82, 37, 'Female', 95.97182031181768, 1.8836719044669454, 0.08014717, 45, 27.04787881, 97, 'High Risk'),
(109273, 60, 12, '41:46.0', 36.481060941662044, 97.68314968464873, 113, 79, 71, 'Male', 97.46989963587455, 1.613375935963735, 0.14716630767901706, 34, 37.44547714044932, 90.33333333333333, 'High Risk'),
(109274, 74, 15, '40:46.0', 36.524681094148725, 97.44980094, 120, 79, 60, 'Female', 70.16844385310328, 1.7427387042917573, 0.13973189638787775, 41, 23.103474201782976, 92.66666666666667, 'Low Risk'),
(109275, 71, 14, '39:46.0', 37.32548627292011, 99.82726270799644, 136, 86, 87, 'Female', 59.32112237648333, 1.876647868947797, 0.1007156473941942, 50, 16.84394363546805, 102.66666666666666, 'High Risk'),
(109276, 66, 16, '38:46.0', 36.53391136096735, 96.65492866, 114, 84, 27, 'Male', 90.91486991469637, 1.7657709253799854, 0.083625851, 30, 29.15856846, 94, 'Low Risk'),
(109277, 69, 19, '37:46.0', 36.16459379143904, 99.85024571941368, 133, 78, 62, 'Male', 68.42541732942777, 1.8555060779763737, 0.11046966935507045, 55, 19.874338950830087, 96.33333333333333, 'Low Risk'),
(109278, 86, 15, '36:46.0', 36.74033889, 95.89886238224481, 132, 70, 64, 'Male', 71.11562789962699, 1.521574931698447, 0.10936638522749667, 62, 30.71696902667301, 90.66666666666666, 'High Risk'),
(109279, 87, 18, '35:46.0', 36.09305875033089, 95.12160080007642, 123, 86, 56, 'Female', 56.576885264232075, 1.9098725855103007, 0.064622986, 37, 15.510658812053627, 98.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(109281, 85, 16, '33:46.0', 37.024392530244896, 98.22564066990927, 125, 84, 35, 'Male', 98.57119703394066, 1.7633140345950666, 0.071486994, 41, 31.702294952664282, 97.66666666666667, 'High Risk'),
(109282, 87, 19, '32:46.0', 36.35879685598849, 96.67236298743806, 112, 78, 26, 'Male', 92.37241614117157, 1.8858426575475487, 0.11404076374522316, 34, 25.973554845736146, 89.33333333333333, 'Low Risk'),
(109283, 81, 18, '31:46.0', 36.49878786848911, 97.64524842, 138, 73, 47, 'Male', 72.42717924, 1.8927158389227965, 0.096006779, 65, 20.217653003781784, 94.66666666666666, 'Low Risk'),
(109284, 67, 15, '30:46.0', 37.202267835174304, 98.81653343745445, 117, 73, 36, 'Female', 91.96279171869074, 1.9972456899421602, 0.14517312816846173, 44, 23.054152490260957, 87.66666666666667, 'Low Risk'),
(109285, 66, 16, '29:46.0', 36.32202288453729, 95.17882283, 127, 87, 73, 'Male', 50.368715349060196, 1.5932726331705918, 0.14715756958591747, 40, 19.841782341820995, 100.33333333333333, 'Low Risk'),
(109286, 74, 18, '28:46.0', 36.905499345612924, 99.23508137249405, 139, 78, 57, 'Male', 91.98883980023044, 1.8253740812929635, 0.14972606128202148, 61, 27.607773427996356, 98.33333333333333, 'Low Risk'),
(109287, 84, 17, '27:46.0', 36.82534481277734, 97.08331048810923, 117, 75, 79, 'Female', 87.94709660171938, 1.8332362818116497, 0.071502932, 42, 26.168848865289828, 89, 'Low Risk'),
(109288, 86, 14, '26:46.0', 36.379753091821485, 95.04334439, 133, 71, 22, 'Female', 65.76623798147946, 1.6745478786977537, 0.096795147, 62, 23.453510723573782, 91.66666666666666, 'Low Risk'),
(109289, 65, 17, '25:46.0', 37.278256804491384, 98.19739580821535, 129, 76, 28, 'Male', 69.30395139569997, 1.8466997589904153, 0.067540956, 53, 20.321951558115536, 93.66666666666666, 'Low Risk'),
(109290, 79, 16, '24:46.0', 36.49266173, 97.12731761905047, 122, 81, 81, 'Female', 69.11430086379619, 1.7376550635782675, 0.1088269110912876, 41, 22.88973573537659, 94.66666666666667, 'Low Risk'),
(109291, 94, 18, '23:46.0', 36.011820572999916, 98.93808746070671, 115, 84, 23, 'Female', 93.89667830037178, 1.6267313112787765, 0.074235639, 31, 35.48285665908146, 94.33333333333333, 'High Risk'),
(109292, 95, 18, '22:46.0', 36.894238002390686, 96.96906049406785, 126, 80, 49, 'Male', 59.77579196026841, 1.8921456727599737, 0.10236974233897189, 46, 16.69614473914297, 95.33333333333333, 'High Risk'),
(109293, 81, 19, '21:46.0', 36.94512185218003, 95.94425953949592, 132, 82, 40, 'Female', 78.12086671, 1.6610424407794122, 0.13144538603631417, 50, 28.314284705391202, 98.66666666666666, 'Low Risk'),
(109294, 81, 12, '20:46.0', 36.11576050870967, 99.69940225935478, 121, 73, 42, 'Male', 85.33386086434112, 1.5456093200280612, 0.082932392, 48, 35.720862748236705, 89, 'High Risk'),
(109295, 85, 15, '19:46.0', 37.17661573729124, 98.98001459796376, 133, 88, 18, 'Male', 67.06216768, 1.6770523826212809, 0.08174311, 45, 23.844286491434286, 103, 'Low Risk'),
(109296, 69, 14, '18:46.0', 37.499027399565335, 95.70318428867463, 116, 80, 72, 'Male', 89.39574457, 1.6352480767598725, 0.13554643117016069, 36, 33.431014189904765, 92, 'High Risk'),
(109297, 61, 18, '17:46.0', 36.53091998683437, 95.63747608063545, 114, 71, 37, 'Male', 76.26072167331452, 1.654254261415438, 0.1419047555534484, 43, 27.86739584638891, 85.33333333333333, 'Low Risk'),
(109298, 95, 14, '16:46.0', 36.56590718361874, 96.88349062147572, 127, 85, 57, 'Male', 92.64705382602993, 1.8749174169788005, 0.051320976, 42, 26.355261300742658, 99, 'High Risk'),
(109299, 77, 19, '15:46.0', 36.62274916, 98.51184032570778, 134, 86, 18, 'Female', 56.12453714914623, 1.8832619163726085, 0.094232283, 48, 15.824548371865768, 102, 'High Risk'),
(109300, 97, 18, '14:46.0', 36.832449632324625, 98.59568627741722, 114, 75, 72, 'Female', 90.79252888479513, 1.8265722731881184, 0.059897762, 39, 27.21299808222806, 88, 'High Risk'),
(109301, 85, 16, '13:46.0', 37.09461282863764, 99.30471747, 136, 84, 28, 'Female', 79.37390144662402, 1.7977650470880944, 0.06782021, 52, 24.559066933052062, 101.33333333333333, 'Low Risk'),
(109302, 95, 13, '12:46.0', 37.49326670960231, 95.91467422457511, 122, 78, 35, 'Male', 78.57421696724072, 1.981084211027207, 0.119984061, 44, 20.020466291203242, 92.66666666666667, 'High Risk'),
(109303, 70, 12, '11:46.0', 37.23280985039697, 96.85173692430354, 128, 84, 51, 'Female', 69.51853617145811, 1.590716389833263, 0.062255322050392484, 44, 27.47357066172333, 98.66666666666667, 'Low Risk'),
(109304, 80, 17, '10:46.0', 37.35657736023495, 95.35915984969772, 112, 71, 29, 'Female', 85.64313582784813, 1.8230003338123686, 0.098706861, 41, 25.770275667368722, 84.66666666666667, 'Low Risk'),
(109305, 92, 13, '09:46.0', 36.93621297524842, 97.39291422, 138, 82, 29, 'Female', 87.98300473557393, 1.915834351539969, 0.1327613498695973, 56, 23.970819271756916, 100.66666666666666, 'High Risk'),
(109306, 78, 16, '08:46.0', 37.41912125816498, 97.09107551718027, 134, 87, 85, 'Male', 65.76129890166736, 1.8911638047644845, 0.10323698714642354, 47, 18.387051317743637, 102.66666666666667, 'High Risk'),
(109307, 83, 15, '07:46.0', 37.29792402412227, 98.09927564306425, 122, 88, 33, 'Male', 57.351134556479664, 1.8608708943256165, 0.1370190457863003, 34, 16.561875951012077, 99.33333333333333, 'High Risk'),
(109308, 82, 14, '06:46.0', 36.73921540533848, 99.64522413069925, 125, 84, 60, 'Female', 53.91041267982706, 1.6228932840796089, 0.13175223647302173, 41, 20.468816387585175, 97.66666666666667, 'Low Risk'),
(109309, 60, 13, '05:46.0', 36.88962079147991, 95.84598389, 134, 72, 45, 'Female', 82.49143167803709, 1.5506227458139565, 0.094694202, 62, 34.308089986564745, 92.66666666666666, 'High Risk'),
(109310, 94, 13, '04:46.0', 36.11607747433303, 95.42025822, 113, 82, 36, 'Male', 65.83461034, 1.8823586223536117, 0.091430426, 31, 18.580163614228614, 92.33333333333333, 'High Risk'),
(109311, 78, 12, '03:46.0', 36.82299702060901, 95.38223215010025, 119, 82, 46, 'Female', 60.707068099459455, 1.6317390317349934, 0.13919750555509983, 37, 22.800157890995344, 94.33333333333333, 'Low Risk'),
(109312, 60, 17, '02:46.0', 36.253370686123134, 98.94016477934248, 115, 78, 72, 'Male', 69.18162286286257, 1.8932352779709225, 0.10450770585161177, 37, 19.301078128864415, 90.33333333333333, 'Low Risk'),
(109313, 91, 13, '01:46.0', 36.79649116232829, 95.64280117423114, 112, 73, 24, 'Female', 78.77824109, 1.6432721157664658, 0.087901255, 39, 29.17341756297995, 86, 'High Risk'),
(109314, 94, 19, '00:46.0', 36.53757931598745, 95.27021774859578, 122, 76, 77, 'Male', 64.61541317, 1.9203372046281537, 0.060099626, 46, 17.521897426007467, 91.33333333333333, 'High Risk'),
(109315, 83, 13, '59:46.0', 36.57851720400081, 97.50242102773261, 135, 72, 44, 'Male', 68.89399155394221, 1.6249342297034668, 0.11804321096919407, 63, 26.092144370105533, 93, 'Low Risk'),
(109316, 92, 16, '58:46.0', 36.63816344220923, 97.05015031012944, 127, 70, 82, 'Female', 78.89678224774451, 1.6361989862825213, 0.110991995, 57, 29.47046935837507, 89, 'High Risk'),
(109317, 99, 15, '57:46.0', 37.286050726673025, 95.98434747620252, 138, 79, 20, 'Male', 74.44291389413536, 1.8669856013382018, 0.063661952, 59, 21.35705800014158, 98.66666666666666, 'High Risk'),
(109318, 71, 12, '56:46.0', 37.453569159773956, 95.24050342931245, 123, 83, 56, 'Male', 70.24989461903655, 1.6563995682005248, 0.055212333, 40, 25.604450502262416, 96.33333333333333, 'Low Risk'),
(109319, 93, 12, '55:46.0', 37.39900235, 96.92209796806944, 112, 70, 29, 'Male', 89.92536315060147, 1.749454163632419, 0.13356599531977148, 42, 29.38170971972787, 84, 'High Risk'),
(109320, 97, 13, '54:46.0', 37.16181270151005, 96.11801075486294, 119, 84, 35, 'Male', 91.00929551041753, 1.6840592388607396, 0.1488899399466045, 35, 32.09009656858459, 95.66666666666667, 'High Risk'),
(109321, 83, 19, '53:46.0', 36.088506962015934, 98.85724113188348, 116, 79, 78, 'Male', 62.58091304193317, 1.743930771860366, 0.062099069, 37, 20.577064233578174, 91.33333333333333, 'Low Risk'),
(109322, 64, 13, '52:46.0', 36.19876664129354, 98.48600983524808, 126, 85, 87, 'Female', 81.28507606706725, 1.9741128648356678, 0.1105442287390767, 41, 20.857721247960612, 98.66666666666667, 'Low Risk'),
(109323, 73, 13, '51:46.0', 36.77411209027106, 98.52045922044859, 121, 84, 42, 'Male', 74.40300610736277, 1.992792982893055, 0.053558956, 37, 18.735535566112546, 96.33333333333333, 'Low Risk'),
(109324, 96, 19, '50:46.0', 36.81534888219864, 98.12346376719972, 138, 77, 42, 'Female', 70.94841484436746, 1.8890268083632653, 0.14399466331218583, 61, 19.88229229147873, 97.33333333333333, 'High Risk'),
(109325, 96, 15, '49:46.0', 36.60780696189242, 95.92051809704236, 135, 82, 28, 'Female', 93.72851388, 1.8104009012740816, 0.12772179977082324, 53, 28.597114665901206, 99.66666666666666, 'High Risk'),
(109326, 68, 12, '48:46.0', 37.45903712784663, 99.59491752, 118, 83, 51, 'Female', 94.31928435751482, 1.534492404096704, 0.077531951, 35, 40.05631659668826, 94.66666666666667, 'High Risk'),
(109327, 96, 13, '47:46.0', 36.33632367481643, 96.81658554157009, 129, 76, 61, 'Female', 83.45314035, 1.719151049969566, 0.069928575, 53, 28.236743595229495, 93.66666666666666, 'High Risk'),
(109328, 65, 17, '46:46.0', 36.03716555631336, 96.63912568152011, 121, 86, 89, 'Female', 61.011289509862905, 1.8240509213725988, 0.056913876, 35, 18.3373379, 97.66666666666667, 'High Risk'),
(109329, 82, 13, '45:46.0', 37.320109409128165, 97.86621467285894, 111, 73, 40, 'Male', 97.83757528599828, 1.6242453122376193, 0.058935414, 38, 37.08535468677822, 85.66666666666667, 'High Risk'),
(109330, 75, 18, '44:46.0', 36.69435479280107, 95.25846002527494, 127, 73, 82, 'Male', 83.80544674542188, 1.8791214659803814, 0.11990326791112323, 54, 23.73354095358055, 91, 'Low Risk'),
(109331, 67, 17, '43:46.0', 36.66371496694015, 97.32533836980222, 120, 70, 80, 'Female', 81.27480127, 1.847366686031829, 0.13912024304864784, 50, 23.814951478339122, 86.66666666666666, 'Low Risk'),
(109332, 76, 18, '42:46.0', 37.063213210721095, 95.57963639291013, 134, 82, 61, 'Female', 66.96523513020983, 1.7675519092334813, 0.10847741800970473, 52, 21.43408971442729, 99.33333333333333, 'Low Risk'),
(109333, 65, 15, '41:46.0', 37.406004360185634, 97.93373953593543, 113, 81, 54, 'Female', 95.28511938193246, 1.9813073029618975, 0.1420970865544421, 32, 24.272885195471048, 91.66666666666667, 'Low Risk'),
(109334, 98, 19, '40:46.0', 36.20374080580229, 95.22004812835574, 114, 81, 29, 'Female', 59.395128776142585, 1.777019144863642, 0.14272682044075427, 33, 18.809039340079856, 92, 'High Risk'),
(109335, 79, 12, '39:46.0', 37.03046999496778, 99.37510829036152, 113, 89, 42, 'Female', 59.106393171793634, 1.595448160724111, 0.12127527297774678, 24, 23.22036611789994, 97, 'Low Risk'),
(109336, 93, 13, '38:46.0', 37.00863549055826, 97.77862078564976, 129, 76, 39, 'Female', 71.42914036603483, 1.9726436552493087, 0.084468432, 53, 18.356003996241526, 93.66666666666666, 'High Risk'),
(109337, 77, 17, '37:46.0', 37.30621302, 96.38802390532533, 126, 72, 53, 'Male', 61.03188253570708, 1.9133170322379316, 0.094666867, 54, 16.67181532, 90, 'High Risk'),
(109338, 97, 13, '36:46.0', 36.21366944810674, 95.30657897, 118, 88, 77, 'Male', 81.87586095373983, 1.7782954375192803, 0.13484620800527528, 30, 25.89095389209344, 98, 'High Risk'),
(109339, 74, 14, '35:46.0', 37.36370726807214, 99.93690113216779, 119, 74, 18, 'Male', 91.30728620439487, 1.6539023367701269, 0.054262707, 45, 33.37995243148694, 89, 'High Risk'),
(109340, 82, 19, '34:46.0', 37.42170683598114, 97.78345207457723, 117, 88, 74, 'Female', 95.09108342482244, 1.9062449309552787, 0.090425997, 29, 26.168714671709903, 97.66666666666667, 'Low Risk'),
(109341, 94, 15, '33:46.0', 36.956937952870106, 99.16832909195988, 138, 76, 39, 'Male', 93.49021039922667, 1.579873206303422, 0.07592308, 62, 37.45602357, 96.66666666666666, 'High Risk'),
(109342, 70, 17, '32:46.0', 36.21808925970009, 95.66801566962666, 111, 85, 51, 'Male', 71.12154333891834, 1.6753456259581343, 0.1415966909597726, 26, 25.33916736344857, 93.66666666666667, 'Low Risk'),
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(109520, 86, 12, '34:46.0', 36.660605784088844, 95.49156390105897, 128, 83, 60, 'Male', 90.95673663382657, 1.710127824012569, 0.068228672, 45, 31.101241395763807, 98, 'High Risk'),
(109521, 92, 15, '33:46.0', 37.26179904996334, 95.33102031292772, 121, 83, 32, 'Female', 73.81141405732069, 1.6838193807689839, 0.1176865822105392, 38, 26.033497487256607, 95.66666666666667, 'High Risk'),
(109522, 85, 17, '32:46.0', 37.20750913522251, 95.52892065602703, 129, 73, 61, 'Female', 51.22196296660871, 1.6090728947556665, 0.05550598, 56, 19.78357526781367, 91.66666666666666, 'Low Risk'),
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(109526, 70, 16, '28:46.0', 37.29299856306435, 96.33349014687997, 134, 89, 54, 'Female', 72.38227239067123, 1.890586652652801, 0.11580730180951349, 45, 20.250653297822588, 104, 'Low Risk'),
(109527, 96, 17, '27:46.0', 36.98798832, 95.80391237716964, 123, 89, 31, 'Male', 53.72397834143516, 1.7433308002872696, 0.075300279, 34, 17.67699988532583, 100.33333333333333, 'High Risk'),
(109528, 97, 15, '26:46.0', 37.03778245051019, 97.73911129, 110, 79, 31, 'Female', 59.07442025135562, 1.7343865560663945, 0.066773999, 31, 19.63847097848589, 89.33333333333333, 'High Risk'),
(109529, 67, 18, '25:46.0', 36.83498965575863, 98.29478366218274, 122, 77, 74, 'Female', 64.89266743681056, 1.6326099281945048, 0.10249911207035692, 45, 24.346176153422146, 92, 'Low Risk'),
(109530, 97, 13, '24:46.0', 37.35217062178718, 97.46570602296981, 128, 70, 61, 'Male', 63.931943551387036, 1.9942934536692332, 0.068240129, 58, 16.074585388216224, 89.33333333333333, 'High Risk'),
(109531, 67, 19, '23:46.0', 36.88450518109976, 95.06566590062016, 110, 85, 33, 'Female', 89.02259883, 1.8431988115650695, 0.14754819625446663, 25, 26.203294926121778, 93.33333333333333, 'Low Risk'),
(109532, 63, 12, '22:46.0', 37.15961738802411, 98.89668499291258, 111, 86, 46, 'Female', 61.76574797292934, 1.8307167857306985, 0.074276571, 25, 18.429153096491913, 94.33333333333333, 'High Risk'),
(109533, 80, 18, '21:46.0', 36.64517218100788, 97.60046306083159, 125, 88, 59, 'Male', 62.590289315611074, 1.5750074519698265, 0.11353139253609133, 37, 25.231422338824444, 100.33333333333333, 'Low Risk'),
(109534, 76, 19, '20:46.0', 36.14610793330416, 99.93994664927291, 119, 86, 54, 'Female', 74.74196092506533, 1.6214685830593685, 0.10589291796418263, 33, 28.428072283427458, 97, 'Low Risk'),
(109535, 85, 14, '19:46.0', 37.22052542814709, 96.16134920088034, 136, 70, 43, 'Male', 93.61111615, 1.5612366425081639, 0.057590814037412175, 66, 38.405193011338575, 92, 'High Risk'),
(109536, 79, 13, '18:46.0', 36.14757666, 97.30459043214111, 137, 86, 21, 'Female', 74.71232607, 1.8419540590361256, 0.08311785, 51, 22.020879969209474, 103, 'Low Risk'),
(109537, 96, 17, '17:46.0', 36.884671210773156, 98.52844324567458, 131, 83, 40, 'Female', 83.37817852454063, 1.6456295868584243, 0.088856471, 48, 30.788478631851905, 99, 'High Risk'),
(109538, 62, 12, '16:46.0', 36.7645072, 95.76914629758264, 112, 82, 61, 'Male', 55.08571892034051, 1.8564679277653051, 0.081539604, 30, 15.983214217549778, 92, 'High Risk'),
(109539, 63, 12, '15:46.0', 36.94173790483658, 98.32812316510477, 113, 82, 25, 'Male', 83.00932972, 1.9026184435807552, 0.092348997, 31, 22.93102681982822, 92.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(109541, 67, 17, '13:46.0', 37.32271833574653, 98.82287450982365, 131, 72, 45, 'Male', 96.29009701591201, 1.6141359172979395, 0.13408491020289492, 59, 36.957400934489165, 91.66666666666666, 'High Risk'),
(109542, 65, 18, '12:46.0', 36.14534537232035, 96.04135322670935, 133, 88, 38, 'Female', 56.54131508005004, 1.5844867896132195, 0.095457966, 45, 22.52105130992354, 103, 'Low Risk'),
(109543, 94, 13, '11:46.0', 36.14109689793803, 98.97109929473109, 125, 80, 57, 'Male', 89.87422782541026, 1.8459610680919196, 0.096179827, 45, 26.374856008448003, 95, 'High Risk'),
(109544, 94, 13, '10:46.0', 36.14435449222249, 95.71555578463442, 132, 84, 72, 'Female', 82.68717912383926, 1.692501878382304, 0.068304508, 48, 28.865551370201402, 100, 'High Risk'),
(109545, 92, 15, '09:46.0', 36.46967842371766, 98.85918748726075, 117, 83, 89, 'Female', 69.15047119982628, 1.9183867930571208, 0.093548343, 34, 18.789827452278832, 94.33333333333333, 'High Risk'),
(109546, 86, 19, '08:46.0', 36.719103979665256, 98.76187966558484, 138, 74, 72, 'Male', 89.56666776626194, 1.6865570528007976, 0.071349593, 64, 31.487946792804387, 95.33333333333333, 'High Risk'),
(109547, 89, 12, '07:46.0', 36.46060276196813, 98.54464377774768, 113, 87, 27, 'Female', 72.99223836299623, 1.6075416495108539, 0.11553116961365471, 26, 28.245691681879997, 95.66666666666667, 'Low Risk'),
(109548, 84, 17, '06:46.0', 36.345275393461094, 96.59366888004486, 139, 74, 89, 'Female', 79.30617055003972, 1.7021422968308548, 0.12355346108752366, 65, 27.372549652530974, 95.66666666666666, 'Low Risk'),
(109549, 98, 17, '05:46.0', 36.689984809564784, 95.12511615543644, 114, 89, 59, 'Female', 64.38593998496584, 1.9679133092505339, 0.11827663195132938, 25, 16.62566841413171, 97.33333333333333, 'High Risk'),
(109550, 80, 16, '04:46.0', 36.067207826768716, 98.41016929492248, 133, 76, 43, 'Male', 89.87488779554664, 1.5437856146007838, 0.070404783, 57, 37.710681565027876, 95, 'High Risk'),
(109551, 99, 17, '03:46.0', 36.820155810528846, 99.58284706991975, 118, 73, 76, 'Male', 62.79221327124978, 1.8990623535982964, 0.090094477, 45, 17.411145389317465, 88, 'High Risk'),
(109552, 62, 17, '02:46.0', 36.92620960454767, 97.09714519564022, 116, 70, 87, 'Female', 51.88863562725855, 1.5762027034699941, 0.054167696220825096, 46, 20.88565574270551, 85.33333333333333, 'Low Risk'),
(109553, 97, 18, '01:46.0', 37.33099358827837, 99.63237378657472, 124, 84, 86, 'Male', 94.37428468160496, 1.9240155798104714, 0.073231599, 40, 25.493913269468592, 97.33333333333333, 'High Risk'),
(109554, 85, 17, '00:46.0', 37.091083183385464, 97.81529737320675, 127, 81, 73, 'Female', 81.39505181401044, 1.646076909788807, 0.10174716365623271, 46, 30.03984988687343, 96.33333333333333, 'High Risk'),
(109555, 78, 19, '59:46.0', 36.91976911722288, 97.87344335126389, 137, 85, 79, 'Male', 76.87233917075743, 1.7525733200505826, 0.093719265, 52, 25.02751351215733, 102.33333333333333, 'Low Risk'),
(109556, 62, 15, '58:46.0', 37.19839538679141, 95.82228683495951, 115, 78, 51, 'Female', 69.8861941, 1.9499992645253652, 0.10918326916785202, 37, 18.37902611804823, 90.33333333333333, 'High Risk'),
(109557, 85, 18, '57:46.0', 37.446155589012584, 99.61053283, 125, 86, 32, 'Female', 94.12290624341635, 1.8355110363771696, 0.074914015, 39, 27.937100377242103, 99, 'Low Risk'),
(109558, 65, 15, '56:46.0', 36.102062340926636, 95.27708478081703, 129, 80, 73, 'Female', 91.99835739, 1.5846701840527284, 0.096505886, 49, 36.635514909043934, 96.33333333333333, 'High Risk'),
(109559, 77, 15, '55:46.0', 36.74879140812357, 97.33677889138426, 124, 87, 86, 'Female', 53.43535831300452, 1.7042528021759273, 0.081258289, 37, 18.397579675087503, 99.33333333333333, 'High Risk'),
(109560, 76, 14, '54:46.0', 37.384483355413266, 96.31503759912016, 126, 78, 65, 'Male', 61.41041188, 1.892745375826219, 0.09663098, 48, 17.14184731729478, 94, 'High Risk'),
(109561, 67, 12, '53:46.0', 37.03854372310353, 98.73803537007417, 115, 73, 22, 'Male', 59.63804814, 1.7634011828248792, 0.081189267, 42, 19.178788315319387, 87, 'Low Risk'),
(109562, 68, 16, '52:46.0', 36.651888941896736, 97.18174771098592, 136, 82, 24, 'Male', 75.54651570332044, 1.7419467496380534, 0.10258420463621841, 54, 24.896866437969514, 100, 'Low Risk'),
(109563, 92, 18, '51:46.0', 36.87061997985762, 95.19098217, 128, 82, 43, 'Female', 78.89088192541634, 1.7467803400607989, 0.087527347, 46, 25.85533805389795, 97.33333333333333, 'High Risk'),
(109564, 72, 13, '50:46.0', 36.980824244554235, 95.24268841470176, 125, 71, 44, 'Male', 97.14482204832183, 1.6928041472253739, 0.057882197, 54, 33.900509734173895, 89, 'High Risk'),
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(109566, 78, 16, '48:46.0', 36.65089453, 98.09196592126796, 121, 73, 43, 'Male', 77.71066784996593, 1.5804464289804119, 0.091247193, 48, 31.111509436972185, 89, 'High Risk'),
(109567, 63, 17, '47:46.0', 36.78158434868553, 99.79212874788765, 136, 78, 54, 'Female', 85.87835767511048, 1.854692884379351, 0.099799385, 58, 24.96546841389689, 97.33333333333333, 'Low Risk'),
(109568, 72, 15, '46:46.0', 37.184865882623534, 98.61226870346718, 117, 75, 41, 'Female', 86.8800485, 1.7261591835604375, 0.12501377051706436, 42, 29.158042752668774, 89, 'Low Risk'),
(109569, 84, 13, '45:46.0', 36.61163958208937, 96.70095554, 132, 71, 25, 'Male', 50.640166966292206, 1.7151473702547355, 0.11116468478038383, 61, 17.214414079457647, 91.33333333333333, 'High Risk'),
(109570, 89, 12, '44:46.0', 37.42481247740679, 99.8637329, 111, 71, 77, 'Female', 89.03454172424732, 1.8541068070880962, 0.086334658, 40, 25.899359915879785, 84.33333333333333, 'Low Risk'),
(109571, 64, 13, '43:46.0', 36.48175569, 97.20851007769758, 139, 83, 85, 'Female', 63.003515396318456, 1.517214721660434, 0.11116403674981616, 56, 27.369740911285895, 101.66666666666666, 'Low Risk'),
(109572, 64, 18, '42:46.0', 37.17312271898837, 96.02974890200704, 135, 74, 22, 'Female', 61.06244495648086, 1.991655738822928, 0.12736606981121662, 61, 15.393793114641651, 94.33333333333333, 'High Risk'),
(109573, 78, 19, '41:46.0', 36.53538092901739, 95.73983698996277, 110, 77, 55, 'Female', 94.21648464258529, 1.9065869373923858, 0.11320936148024516, 33, 25.918727136376447, 88, 'Low Risk'),
(109574, 88, 16, '40:46.0', 36.110738944667965, 97.71294195, 117, 85, 75, 'Female', 89.18657570705676, 1.7990876227558954, 0.14646155343967296, 32, 27.55464741032081, 95.66666666666667, 'Low Risk'),
(109575, 70, 16, '39:46.0', 36.161112353897856, 96.52024737963498, 126, 86, 33, 'Female', 60.438347711376025, 1.6246296913312874, 0.1153907656038763, 40, 22.898330048469248, 99.33333333333333, 'Low Risk'),
(109576, 84, 18, '38:46.0', 36.338771979571874, 98.51877571335788, 130, 87, 68, 'Male', 69.69680070095232, 1.5823339361773643, 0.063214534, 43, 27.83662367171245, 101.33333333333333, 'Low Risk'),
(109577, 95, 18, '37:46.0', 37.013184987496615, 95.70581982319159, 117, 70, 52, 'Female', 79.96731414709382, 1.8319043122146612, 0.11584687496185236, 47, 23.829061587959508, 85.66666666666667, 'High Risk'),
(109578, 80, 14, '36:46.0', 36.81544286907738, 98.24355319241428, 113, 89, 73, 'Male', 94.90505416972186, 1.7792501913771304, 0.08924119, 24, 29.978872768848657, 97, 'Low Risk'),
(109579, 92, 15, '35:46.0', 36.52454083018483, 97.22814494775383, 129, 88, 80, 'Male', 97.60801543899368, 1.794430902, 0.056358103, 41, 30.313215256937177, 101.66666666666667, 'High Risk'),
(109580, 97, 16, '34:46.0', 37.24448102115423, 97.61153789410571, 117, 80, 69, 'Male', 74.65641545360916, 1.5698650562448573, 0.12743773072235648, 37, 30.293014223982308, 92.33333333333333, 'High Risk'),
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(109582, 69, 15, '32:46.0', 36.64574691127586, 98.13047784, 129, 74, 36, 'Male', 77.61466319725677, 1.7396638449125015, 0.096870599, 55, 25.645614032211952, 92.33333333333333, 'Low Risk'),
(109583, 84, 19, '31:46.0', 36.97733652020517, 96.86686982772383, 136, 70, 23, 'Male', 81.92610704798093, 1.779943994344632, 0.11685064717084716, 66, 25.858875998298743, 92, 'Low Risk'),
(109584, 90, 15, '30:46.0', 36.98542062817723, 96.47347495105298, 133, 82, 51, 'Male', 75.37787026, 1.8156753184362295, 0.13874025208063567, 51, 22.864803987154755, 99, 'Low Risk'),
(109585, 99, 14, '29:46.0', 37.429237755075135, 96.90602739124735, 110, 72, 71, 'Male', 51.881916771793726, 1.7772895509578461, 0.11359949459922065, 38, 16.42478288676961, 84.66666666666667, 'High Risk'),
(109586, 66, 13, '28:46.0', 37.400913071042744, 96.99887014850219, 118, 75, 47, 'Female', 97.50875080071256, 1.9253500963458152, 0.13432036058979063, 43, 26.304143831562843, 89.33333333333333, 'Low Risk'),
(109587, 65, 13, '27:46.0', 36.09508279615158, 96.19106987197495, 117, 87, 47, 'Female', 83.37143943854315, 1.6988299647890355, 0.1481753385789905, 30, 28.887999935472624, 97, 'Low Risk'),
(109588, 83, 15, '26:46.0', 36.65456745953207, 95.77046494674084, 118, 80, 41, 'Male', 65.89906414786003, 1.6617066368636233, 0.11128426919618138, 38, 23.865500033793282, 92.66666666666667, 'Low Risk'),
(109589, 92, 17, '25:46.0', 36.644143856266936, 96.9964453, 123, 78, 62, 'Female', 91.10542158366343, 1.7220508980945721, 0.091669165, 45, 30.72219595729099, 93, 'High Risk'),
(109590, 73, 17, '24:46.0', 37.18675372025545, 97.73741632339927, 112, 71, 68, 'Female', 86.5407959, 1.5093093418199763, 0.1311518338498266, 41, 37.989568858609005, 84.66666666666667, 'High Risk'),
(109591, 91, 19, '23:46.0', 37.19718527072853, 97.57635842522089, 133, 71, 42, 'Female', 81.43434392997766, 1.709531839831969, 0.14034694557753435, 62, 27.864625728145157, 91.66666666666666, 'High Risk'),
(109592, 91, 19, '22:46.0', 36.937442241041126, 97.05451673555847, 115, 80, 88, 'Female', 74.84963918070724, 1.7737610503196801, 0.085992079, 35, 23.79027613664642, 91.66666666666667, 'High Risk'),
(109593, 70, 15, '21:46.0', 37.26224190151463, 97.02908699, 117, 73, 70, 'Female', 64.67150886537746, 1.6040869630072594, 0.071894359, 44, 25.133743311129994, 87.66666666666667, 'Low Risk'),
(109594, 94, 18, '20:46.0', 37.233026492765234, 98.58314145812567, 123, 79, 36, 'Female', 97.55973144000012, 1.609211017941157, 0.068102035, 44, 37.67424877688056, 93.66666666666667, 'High Risk'),
(109595, 98, 18, '19:46.0', 36.06156272889483, 95.42398256191063, 120, 84, 26, 'Male', 96.07195434607945, 1.9248038109039944, 0.1335045086693023, 36, 25.931263945548505, 96, 'High Risk'),
(109596, 69, 16, '18:46.0', 36.82353434421918, 95.90667883211268, 132, 79, 40, 'Male', 78.66671577629012, 1.865213475414257, 0.12245386234474241, 53, 22.611737265245658, 96.66666666666666, 'Low Risk'),
(109597, 70, 17, '17:46.0', 36.040377178556696, 98.33005895, 128, 70, 77, 'Female', 89.75553249636508, 1.775336805365956, 0.10286712320578327, 58, 28.477359271143435, 89.33333333333333, 'Low Risk'),
(109598, 69, 13, '16:46.0', 36.765287917378025, 97.73561214379086, 112, 89, 76, 'Female', 77.95024222, 1.7754438549161828, 0.085352775, 23, 24.72883078955479, 96.66666666666667, 'Low Risk'),
(109599, 86, 19, '15:46.0', 36.75169998860781, 98.82349588, 120, 74, 78, 'Male', 95.44967968485935, 1.9573966437722237, 0.12880468456843874, 46, 24.912470454789386, 89.33333333333333, 'Low Risk'),
(109600, 65, 19, '14:46.0', 37.471912512084835, 99.87088852598589, 129, 81, 83, 'Female', 52.27389845184119, 1.6246603436439302, 0.11379647256023787, 48, 19.804310650719504, 97, 'Low Risk'),
(109601, 92, 15, '13:46.0', 37.41435228800083, 97.83963378, 116, 84, 66, 'Male', 77.00101390252983, 1.9815714019332573, 0.14902891596892226, 32, 19.609972831506813, 94.66666666666667, 'High Risk'),
(109602, 91, 13, '12:46.0', 36.43745721214516, 95.04992139750189, 139, 88, 78, 'Female', 93.83379484826594, 1.784046447510735, 0.11329856953681025, 51, 29.481322832483997, 105, 'High Risk'),
(109603, 69, 17, '11:46.0', 36.87058698941604, 97.50835791194676, 125, 83, 23, 'Female', 78.43419073666536, 1.6051697337018769, 0.057262897, 42, 30.44132104794299, 97, 'High Risk'),
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(109779, 93, 14, '15:46.0', 37.41862320002301, 99.69893832, 114, 75, 44, 'Female', 87.18691555071291, 1.7774505687233897, 0.12238169103577691, 39, 27.59664267, 88, 'High Risk'),
(109780, 62, 15, '14:46.0', 36.571006411403005, 95.92739423, 110, 88, 30, 'Female', 91.30987586, 1.795201064948634, 0.14168457092174325, 22, 28.332934519106626, 95.33333333333333, 'Low Risk'),
(109781, 89, 12, '13:46.0', 36.06552386681203, 97.41307239, 124, 74, 68, 'Male', 62.595058451934506, 1.7084637062157575, 0.10326397369820911, 50, 21.44512266570283, 90.66666666666666, 'Low Risk'),
(109782, 70, 13, '12:46.0', 36.48031439898628, 96.13867084477207, 136, 70, 56, 'Male', 70.15212104208692, 1.6839898501908068, 0.089787293, 66, 24.73784518389727, 92, 'Low Risk'),
(109783, 74, 13, '11:46.0', 37.25573306846206, 96.23315187345172, 125, 74, 27, 'Male', 58.56138671938814, 1.7301641769857483, 0.097809491, 51, 19.563057018666345, 91, 'Low Risk'),
(109784, 78, 19, '10:46.0', 37.278174379178054, 97.16217038633184, 130, 79, 63, 'Female', 70.03118159755212, 1.597303495185609, 0.090858331, 51, 27.448370679862713, 96, 'Low Risk'),
(109785, 67, 15, '09:46.0', 36.08981375747537, 96.88671323258299, 114, 71, 50, 'Female', 70.79952870742487, 1.998325141649367, 0.093259029, 43, 17.729564252072905, 85.33333333333333, 'High Risk'),
(109786, 65, 16, '08:46.0', 37.34432939660294, 97.38944828084055, 138, 83, 57, 'Female', 90.18662734880459, 1.607496213, 0.085821133, 55, 34.90135026017561, 101.33333333333333, 'High Risk'),
(109787, 65, 16, '07:46.0', 37.39267267085844, 99.51785926367963, 122, 89, 55, 'Female', 90.51145752810243, 1.819840167886509, 0.1419475843671587, 33, 27.32983849366383, 100, 'Low Risk'),
(109788, 86, 15, '06:46.0', 37.04993741537812, 99.77744384508492, 118, 75, 36, 'Male', 88.54361247171971, 1.7944936568907737, 0.13020799768059454, 43, 27.49624454156397, 89.33333333333333, 'Low Risk'),
(109789, 77, 17, '05:46.0', 37.28036832, 99.42741165909032, 120, 73, 69, 'Male', 58.63409158132646, 1.861555596896398, 0.1259380445190317, 47, 16.91991505567098, 88.66666666666667, 'High Risk'),
(109790, 97, 19, '04:46.0', 37.47282660132296, 96.41715270375362, 119, 81, 50, 'Male', 80.27338264837086, 1.8075029413467654, 0.1335506424767982, 38, 24.57047423, 93.66666666666667, 'High Risk'),
(109791, 78, 16, '03:46.0', 36.35802694, 95.86407381371191, 131, 75, 83, 'Female', 78.68076792093507, 1.7015610709618882, 0.1165044769114263, 56, 27.175247484890498, 93.66666666666666, 'Low Risk'),
(109792, 85, 19, '02:46.0', 36.91255047939585, 99.09307225419711, 113, 88, 58, 'Female', 61.48168033858228, 1.6132234609627953, 0.059657289, 25, 23.624176029162573, 96.33333333333333, 'Low Risk'),
(109793, 71, 18, '01:46.0', 36.560851038199786, 96.36399299678925, 126, 88, 82, 'Female', 99.18631850331164, 1.7825910245916465, 0.080694268, 38, 31.21392193, 100.66666666666667, 'High Risk'),
(109794, 81, 13, '00:46.0', 36.33239166282458, 96.18016647529402, 139, 85, 37, 'Male', 50.08807627799415, 1.757118998871495, 0.14525093088350338, 54, 16.223031183677264, 103, 'High Risk'),
(109795, 82, 18, '59:46.0', 36.26507625579136, 98.40248225068646, 111, 76, 57, 'Female', 77.16265381244426, 1.6088385307755717, 0.11066628967207476, 35, 29.811390817610175, 87.66666666666667, 'Low Risk'),
(109796, 69, 14, '58:46.0', 37.33558289599083, 99.48570726254619, 116, 74, 51, 'Female', 82.82135175787727, 1.9190093058448454, 0.078656766, 42, 22.48993255, 88, 'Low Risk'),
(109797, 70, 14, '57:46.0', 37.409309477497736, 96.37740678991993, 110, 89, 45, 'Female', 87.43821108, 1.5092118846837959, 0.1299570886853617, 21, 38.38847241694052, 96, 'High Risk'),
(109798, 79, 18, '56:46.0', 36.88724123030243, 98.79727709400183, 134, 81, 39, 'Male', 97.92616559600029, 1.7081838756786603, 0.098719165, 53, 33.5605843, 98.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(109799, 74, 14, '55:46.0', 37.49527722, 96.44118201260893, 136, 80, 24, 'Female', 92.09855059, 1.591371013375743, 0.060055231, 56, 36.367203703076584, 98.66666666666666, 'High Risk'),
(109800, 63, 19, '54:46.0', 36.57867245873435, 99.67658831550915, 139, 82, 42, 'Male', 72.16456711988913, 1.5315890157938299, 0.12090914263875975, 57, 30.763767805853604, 101, 'High Risk'),
(109801, 98, 16, '53:46.0', 37.06582500661944, 95.60477416777208, 110, 77, 75, 'Male', 62.29579813147657, 1.9389302659146488, 0.098638752, 33, 16.570452748559664, 88, 'High Risk'),
(109802, 71, 18, '52:46.0', 36.57994829281205, 96.78972366435805, 128, 72, 80, 'Female', 76.94892238434069, 1.793818320133301, 0.07722008, 56, 23.913636969773542, 90.66666666666666, 'Low Risk'),
(109803, 63, 19, '51:46.0', 36.89718839772149, 96.54573913970717, 123, 83, 87, 'Male', 88.85508368750155, 1.7338198271254608, 0.087912384, 40, 29.55795272554201, 96.33333333333333, 'Low Risk'),
(109804, 77, 12, '50:46.0', 36.50471639263912, 96.60423859502832, 133, 86, 62, 'Female', 66.57045983998415, 1.6578863354050668, 0.054348239, 47, 24.21988366779028, 101.66666666666667, 'Low Risk'),
(109805, 91, 12, '49:46.0', 36.31992625673346, 96.85323112528054, 123, 86, 44, 'Female', 55.259242398032335, 1.5200412409602275, 0.050231466, 37, 23.91631055629036, 98.33333333333333, 'High Risk'),
(109806, 87, 15, '48:46.0', 36.25512561892091, 98.50139244108537, 129, 74, 60, 'Female', 77.90806693938227, 1.9834419637423686, 0.079156196, 55, 19.803567545369745, 92.33333333333333, 'Low Risk'),
(109807, 99, 14, '47:46.0', 36.801885000192335, 95.37019695540963, 111, 77, 57, 'Female', 99.21029209571537, 1.7169798175763082, 0.082846507, 34, 33.65319855183924, 88.33333333333333, 'High Risk'),
(109808, 96, 19, '46:46.0', 36.216185149599916, 99.04363191720273, 127, 78, 20, 'Male', 84.27426638894013, 1.7198808289891052, 0.11607658909815247, 49, 28.490381816954425, 94.33333333333333, 'High Risk'),
(109809, 70, 16, '45:46.0', 36.83815680870399, 98.96145576120702, 126, 75, 83, 'Female', 74.63680523285706, 1.5388285317769363, 0.072566982, 51, 31.51901097108873, 92, 'High Risk'),
(109810, 64, 17, '44:46.0', 37.15887943656821, 96.98888131289775, 120, 75, 33, 'Male', 51.38776404, 1.9193243657900358, 0.1435217970408275, 45, 13.949638973080685, 90, 'High Risk'),
(109811, 86, 13, '43:46.0', 37.278827088437744, 96.04645258794508, 138, 78, 50, 'Female', 87.23697866801515, 1.8032143855098672, 0.11569240650651813, 60, 26.829086717044458, 98, 'Low Risk'),
(109812, 72, 19, '42:46.0', 36.789318001183744, 95.21581353, 111, 76, 87, 'Female', 79.31075989994613, 1.8716250662997191, 0.1155983375211975, 35, 22.640937458140588, 87.66666666666667, 'Low Risk'),
(109813, 63, 18, '41:46.0', 37.005306720720114, 97.31092363524486, 118, 81, 20, 'Female', 86.62889944959889, 1.8859489108469378, 0.11291005921301128, 37, 24.355830863018006, 93.33333333333333, 'Low Risk'),
(109814, 91, 19, '40:46.0', 37.34755129960413, 96.45158875, 111, 87, 62, 'Male', 68.09938745160781, 1.8123665179143789, 0.14666002197292038, 24, 20.732474736275087, 95, 'High Risk'),
(109815, 64, 17, '39:46.0', 36.84157361397867, 99.05671755591017, 133, 87, 53, 'Female', 58.47240073791501, 1.9975115589241157, 0.061352224404104795, 46, 14.65454446840554, 102.33333333333333, 'High Risk'),
(109816, 61, 17, '38:46.0', 36.89199334236665, 99.89560693165666, 121, 82, 65, 'Male', 83.45548518398337, 1.9927356331728492, 0.097266247, 39, 21.01626388373469, 95, 'Low Risk'),
(109817, 92, 17, '37:46.0', 36.684116890051314, 98.08741131050559, 124, 80, 64, 'Male', 86.04847366620885, 1.5187321886143905, 0.14352932725687856, 44, 37.30617953070273, 94.66666666666667, 'High Risk'),
(109818, 75, 17, '36:46.0', 36.41659010836247, 95.59573639619556, 118, 76, 33, 'Male', 98.3422966, 1.6740483435153386, 0.052591646, 42, 35.09169574391457, 90, 'High Risk'),
(109819, 69, 13, '35:46.0', 36.52865557, 98.91487160395599, 137, 73, 45, 'Male', 67.89468197989191, 1.7122678258221693, 0.10215394907490093, 64, 23.157536968508424, 94.33333333333333, 'Low Risk'),
(109820, 60, 16, '34:46.0', 36.93316554056842, 97.97791631258809, 119, 74, 27, 'Female', 50.861661622541845, 1.658576563289626, 0.070046072, 45, 18.489258557431544, 89, 'High Risk'),
(109821, 66, 15, '33:46.0', 36.30076369732342, 96.20030579, 117, 74, 21, 'Female', 58.03324626618502, 1.6865267747316515, 0.07542159, 43, 20.402828744659963, 88.33333333333333, 'Low Risk'),
(109822, 72, 19, '32:46.0', 37.17557567223806, 98.73746163199846, 129, 72, 81, 'Female', 78.78930807797788, 1.5961776602865312, 0.050411585, 57, 30.92465264, 91, 'High Risk'),
(109823, 84, 15, '31:46.0', 37.249940666409486, 95.28539147838951, 133, 88, 85, 'Female', 50.08198122, 1.5905608033838914, 0.071437712, 45, 19.796159733107018, 103, 'Low Risk'),
(109824, 84, 14, '30:46.0', 36.45933059760917, 98.4137976, 111, 87, 19, 'Female', 57.14586744028137, 1.9011083768792751, 0.11955290563882874, 24, 15.811427406593824, 95, 'High Risk'),
(109825, 82, 12, '29:46.0', 37.087067358115135, 96.19386751733606, 135, 81, 40, 'Female', 81.01110687731871, 1.7397267529439158, 0.10606654074527624, 54, 26.765938896687715, 99, 'Low Risk'),
(109826, 99, 17, '28:46.0', 37.22080966993673, 95.42984164524788, 122, 71, 70, 'Male', 75.38424382581877, 1.6869034466320665, 0.10933245983508832, 51, 26.491108517150572, 88, 'High Risk'),
(109827, 72, 18, '27:46.0', 36.467549183171435, 98.00435270122286, 116, 77, 55, 'Female', 71.47137959367828, 1.7059573568732165, 0.10356388001669883, 39, 24.55815991855972, 90, 'Low Risk'),
(109828, 79, 16, '26:46.0', 37.4235181, 98.87180171391692, 137, 78, 74, 'Male', 57.048367966724186, 1.7100802471727865, 0.059014706, 59, 19.507887552561787, 97.66666666666666, 'Low Risk'),
(109829, 66, 16, '25:46.0', 36.894391991185955, 98.49622336456301, 114, 76, 23, 'Male', 98.28354648873281, 1.9180593697721868, 0.1398262433027082, 38, 26.715095297558925, 88.66666666666667, 'Low Risk'),
(109830, 76, 16, '24:46.0', 36.46397860484475, 96.89567677911624, 129, 89, 68, 'Male', 95.87431465, 1.9597310609134895, 0.11126078346958726, 40, 24.963721008388973, 102.33333333333333, 'Low Risk'),
(109831, 68, 17, '23:46.0', 37.11226283, 95.66054455, 117, 86, 75, 'Male', 59.505294743411525, 1.9179996158654402, 0.09266135, 31, 16.17553221679736, 96.33333333333333, 'High Risk'),
(109832, 99, 17, '22:46.0', 37.36346860929746, 95.50829769, 135, 80, 22, 'Male', 62.16784922644605, 1.5282559372453055, 0.14949453233537513, 55, 26.617892041584184, 98.33333333333333, 'High Risk'),
(109833, 96, 19, '21:46.0', 36.61618424757256, 95.12577938661403, 138, 74, 31, 'Female', 53.00123134807632, 1.8902406452762706, 0.1485089932527927, 64, 14.833777638994354, 95.33333333333333, 'High Risk'),
(109834, 99, 19, '20:46.0', 37.49835593097266, 99.36346074631551, 139, 85, 82, 'Male', 52.32200805230849, 1.7536237310871565, 0.13549944424416016, 54, 17.014201636468766, 103, 'High Risk'),
(109835, 70, 16, '19:46.0', 36.169347305967705, 97.30634512250674, 125, 84, 18, 'Female', 77.93473056825704, 1.8343705516006987, 0.062171507, 41, 23.16097825452175, 97.66666666666667, 'Low Risk'),
(109836, 68, 15, '18:46.0', 36.497358835892875, 97.31172125311976, 136, 87, 26, 'Male', 73.97508577, 1.8106181776795203, 0.05813273, 49, 22.564812288397643, 103.33333333333333, 'Low Risk'),
(109837, 97, 19, '17:46.0', 36.794027221841695, 97.32289824122596, 138, 87, 48, 'Male', 59.56175863471974, 1.5632777405664435, 0.14433962042359208, 51, 24.37222755266256, 104, 'High Risk'),
(109838, 67, 12, '16:46.0', 37.015762189199485, 99.23709958170757, 131, 74, 55, 'Female', 64.73733863107522, 1.638623605690296, 0.083515795, 57, 24.10995654470569, 93, 'Low Risk'),
(109839, 65, 12, '15:46.0', 36.12109864785258, 97.17240350512101, 137, 85, 61, 'Female', 59.244963825932935, 1.732503696154947, 0.095559794, 52, 19.73799792611995, 102.33333333333333, 'Low Risk'),
(109840, 70, 18, '14:46.0', 36.704155948999514, 96.30997051325059, 123, 75, 47, 'Male', 81.53242942165814, 1.6252640609654487, 0.072383723, 48, 30.866154033044296, 91, 'High Risk'),
(109841, 81, 16, '13:46.0', 37.07341913226638, 97.27829360105993, 122, 70, 22, 'Male', 78.09169842534655, 1.661195134871177, 0.072862642, 52, 28.298509880191936, 87.33333333333333, 'Low Risk'),
(109842, 70, 12, '12:46.0', 36.44558686853876, 95.52908938202573, 137, 77, 52, 'Male', 75.84283310282429, 1.7612276325192189, 0.12023794153745583, 60, 24.45026476788915, 97, 'Low Risk'),
(109843, 67, 16, '11:46.0', 36.43426481917478, 96.28856589039744, 115, 81, 47, 'Female', 56.51655939333063, 1.8367594653616752, 0.081000405, 34, 16.75217271466593, 92.33333333333333, 'High Risk'),
(109844, 64, 17, '10:46.0', 36.475941229995975, 95.4617665, 114, 73, 19, 'Female', 94.18355299546133, 1.705635067339478, 0.11282729206196423, 41, 32.37448264752298, 86.66666666666667, 'High Risk'),
(109845, 86, 12, '09:46.0', 36.12140674175862, 97.86888309405764, 138, 84, 88, 'Male', 63.28217807328984, 1.9413842831545085, 0.08378797, 54, 16.790297825610594, 102, 'High Risk'),
(109846, 63, 14, '08:46.0', 37.00019730888024, 99.55873061917434, 133, 78, 31, 'Male', 53.315146253662625, 1.5196332871079874, 0.14863694707763697, 55, 23.087292689079295, 96.33333333333333, 'Low Risk'),
(109847, 87, 12, '07:46.0', 37.37791130465431, 97.44172676, 132, 74, 24, 'Female', 66.75007250399491, 1.624584894580135, 0.11218734442338707, 58, 25.29105349, 93.33333333333333, 'Low Risk'),
(109848, 94, 13, '06:46.0', 36.50945810090754, 98.88664506, 111, 89, 47, 'Female', 94.70999673817522, 1.9073123217936627, 0.098234292, 22, 26.034676927381437, 96.33333333333333, 'High Risk'),
(109849, 93, 18, '05:46.0', 36.015180744306676, 96.80577947544805, 136, 82, 78, 'Male', 54.65136850248689, 1.8911039477771632, 0.050317015, 54, 15.28164965637831, 100, 'High Risk'),
(109850, 99, 14, '04:46.0', 37.27177429136359, 97.02641084713457, 115, 82, 33, 'Female', 90.45546862422144, 1.6179581840035921, 0.1219583890473724, 33, 34.554152188130686, 93, 'High Risk'),
(109851, 95, 14, '03:46.0', 36.13447968537703, 97.13144188398834, 120, 71, 66, 'Female', 61.924077256329205, 1.5744659144007591, 0.10940201553654516, 49, 24.98003357253425, 87.33333333333333, 'High Risk'),
(109852, 94, 12, '02:46.0', 36.02203868158721, 95.26033312, 125, 73, 74, 'Female', 71.80183034519533, 1.6464021833798046, 0.056027043956702285, 52, 26.488883210885703, 90.33333333333333, 'High Risk'),
(109853, 88, 16, '01:46.0', 36.45921149130036, 99.09660277511723, 126, 89, 30, 'Female', 78.83151995839637, 1.9102064416297715, 0.092672206, 37, 21.604254754688174, 101.33333333333333, 'Low Risk'),
(109854, 93, 15, '00:46.0', 37.11657414111824, 97.39954426289741, 130, 88, 32, 'Female', 56.73342826763943, 1.7225329631214046, 0.098233044, 42, 19.120706920830074, 102, 'High Risk'),
(109855, 63, 13, '59:46.0', 37.46592401, 97.02247842590933, 125, 78, 44, 'Female', 89.86981384653438, 1.7239572699022747, 0.1004878409148745, 47, 30.238542043888575, 93.66666666666667, 'High Risk'),
(109856, 97, 16, '58:46.0', 37.36170562269108, 95.12558002337704, 136, 87, 79, 'Male', 86.07507449, 1.664625048383055, 0.058933526, 49, 31.063082954010728, 103.33333333333333, 'High Risk'),
(109857, 90, 19, '57:46.0', 36.57468495122687, 95.09668616481308, 126, 83, 22, 'Female', 80.40815872093373, 1.7595126166026727, 0.12609727027974027, 43, 25.97259519126299, 97.33333333333333, 'Low Risk'),
(109858, 63, 14, '56:46.0', 37.108937383148636, 96.26314881400765, 131, 84, 52, 'Female', 81.14756492585516, 1.6908147593634695, 0.13870347696125845, 47, 28.38464269271492, 99.66666666666667, 'Low Risk'),
(109859, 60, 18, '55:46.0', 36.59726496073388, 95.72403178395363, 135, 78, 45, 'Female', 51.69624319622249, 1.8850595793780458, 0.061538174, 57, 14.54818521618908, 97, 'High Risk'),
(109860, 73, 13, '54:46.0', 36.96571515572587, 97.22768801893352, 126, 74, 52, 'Female', 96.30235843519523, 1.5145560898109331, 0.11159025866157171, 52, 41.98229732, 91.33333333333333, 'High Risk'),
(109861, 69, 14, '53:46.0', 37.403358190353984, 96.80975528149658, 117, 71, 73, 'Female', 54.30837471386234, 1.7421404832778993, 0.056975128, 46, 17.893712703060007, 86.33333333333333, 'High Risk'),
(109862, 96, 12, '52:46.0', 37.493317420491366, 95.83692880596149, 118, 89, 33, 'Female', 56.427821364808906, 1.5231758072709962, 0.11987133558989614, 29, 24.32166019326329, 98.66666666666667, 'High Risk'),
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(110039, 78, 15, '55:46.0', 36.52820869203352, 96.55751156631194, 134, 78, 50, 'Female', 54.742845106590465, 1.6532767838925617, 0.13776986749965425, 56, 20.027937639284303, 96.66666666666666, 'Low Risk'),
(110040, 94, 12, '54:46.0', 37.459254597028476, 96.26710585, 110, 76, 56, 'Male', 52.614102968932116, 1.7576065518842812, 0.14548887926535264, 34, 17.03173317610906, 87.33333333333333, 'High Risk'),
(110041, 94, 14, '53:46.0', 36.33500098869082, 95.25304972015157, 136, 78, 87, 'Male', 69.56202073225404, 1.9706291980692057, 0.090594993, 58, 17.912754051877528, 97.33333333333333, 'High Risk'),
(110042, 69, 15, '52:46.0', 36.76751298139692, 99.83155872297732, 118, 79, 47, 'Female', 72.36757473276049, 1.628491806793428, 0.10642735331456427, 39, 27.28807264016925, 92, 'Low Risk'),
(110043, 61, 12, '51:46.0', 36.205708926459785, 99.94892458, 128, 70, 47, 'Female', 57.94190310354041, 1.5810760687301668, 0.055553744, 58, 23.17860129682737, 89.33333333333333, 'Low Risk'),
(110044, 84, 18, '50:46.0', 36.92396645129502, 96.16158947231462, 127, 72, 68, 'Male', 79.07769961779695, 1.9090353767433572, 0.10098676238031998, 55, 21.69831822337051, 90.33333333333333, 'Low Risk'),
(110045, 88, 15, '49:46.0', 37.47606667, 99.98110890633698, 115, 84, 31, 'Female', 59.70043900406979, 1.796377782817743, 0.12330493270740976, 31, 18.500444980446414, 94.33333333333333, 'Low Risk'),
(110046, 61, 14, '48:46.0', 36.46360210667197, 98.61393015429057, 115, 87, 31, 'Female', 93.42926281565428, 1.5627231047895334, 0.11894644927297372, 28, 38.257699859912066, 96.33333333333333, 'High Risk'),
(110047, 81, 16, '47:46.0', 36.95832833592433, 97.41072169857976, 131, 70, 63, 'Female', 97.20045613152041, 1.8915148654367493, 0.095887169, 61, 27.167444305196565, 90.33333333333333, 'Low Risk'),
(110048, 84, 17, '46:46.0', 37.41424320114634, 97.89049244676758, 129, 87, 61, 'Female', 51.16505063254026, 1.7857847230405564, 0.090862251, 42, 16.04409413793688, 101, 'High Risk'),
(110049, 62, 14, '45:46.0', 36.59163978453404, 99.46391104, 137, 74, 36, 'Female', 62.852105511667325, 1.6600577468785775, 0.10533476355974969, 63, 22.807277120309255, 95, 'Low Risk'),
(110050, 62, 15, '44:46.0', 36.34904110903123, 96.86897042, 111, 73, 31, 'Male', 76.53987285467444, 1.6280108052064897, 0.080024181, 38, 28.87840284973274, 85.66666666666667, 'Low Risk'),
(110051, 60, 14, '43:46.0', 36.63579633, 98.88738758, 133, 71, 18, 'Male', 96.33142620528027, 1.8789818845324335, 0.050832974, 62, 27.284927495497712, 91.66666666666666, 'Low Risk'),
(110052, 87, 16, '42:46.0', 36.650744615743825, 98.57569870138894, 135, 75, 32, 'Female', 66.05339200840675, 1.8023181297995097, 0.148524697, 60, 20.33444024626323, 95, 'Low Risk'),
(110053, 88, 12, '41:46.0', 36.10193930944267, 96.15382503492395, 113, 77, 36, 'Male', 79.43045757, 1.5523278913747738, 0.12389725624578307, 36, 32.96250000832235, 89, 'High Risk'),
(110054, 97, 18, '40:46.0', 37.155872623285035, 95.40490528523206, 122, 89, 80, 'Female', 60.12620802, 1.773720105824843, 0.050960204109532295, 33, 19.111449938653912, 100, 'High Risk'),
(110055, 94, 14, '39:46.0', 36.19847104, 97.02384528652557, 127, 83, 77, 'Male', 68.23109893458566, 1.6435918250709338, 0.13834654793600148, 44, 25.257736089607487, 97.66666666666667, 'High Risk'),
(110056, 80, 15, '38:46.0', 36.12639347142666, 97.32050723, 118, 88, 66, 'Male', 85.39848279637155, 1.500539067375469, 0.073187102, 30, 37.92761562409378, 98, 'High Risk'),
(110057, 81, 16, '37:46.0', 36.22174304127955, 98.10581443237237, 128, 74, 19, 'Male', 75.16700859258617, 1.545447650178846, 0.1407845797485106, 54, 31.471588925596777, 92, 'High Risk'),
(110058, 86, 16, '36:46.0', 36.33862640841348, 97.84349449587049, 137, 87, 57, 'Female', 52.26881106, 1.5819385605120688, 0.11246427148249055, 50, 20.88639066065107, 103.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(110059, 84, 18, '35:46.0', 36.203353250271164, 95.65135822377171, 118, 73, 70, 'Female', 81.28532658531749, 1.7800645082186124, 0.1476918079341072, 45, 25.65314835629173, 88, 'Low Risk'),
(110060, 82, 18, '34:46.0', 37.18465309075693, 96.69591287635743, 136, 78, 44, 'Female', 76.02058119013552, 1.9502160758674034, 0.1447541586562046, 58, 19.987833423272743, 97.33333333333333, 'Low Risk'),
(110061, 61, 18, '33:46.0', 36.25982995688136, 96.39859513627773, 137, 80, 50, 'Male', 78.26757640146887, 1.6997780797451403, 0.05526391, 57, 27.08927844633941, 99, 'Low Risk'),
(110062, 99, 12, '32:46.0', 36.12198956411077, 98.17114899656742, 119, 72, 65, 'Male', 52.69801293477574, 1.8714361300459657, 0.054418032840938414, 47, 15.046802488931098, 87.66666666666667, 'High Risk'),
(110063, 86, 17, '31:46.0', 36.03003226283636, 95.55403282147043, 132, 78, 54, 'Male', 80.31265783958582, 1.9754630739610595, 0.10400382203231115, 54, 20.58003771500709, 96, 'Low Risk'),
(110064, 82, 14, '30:46.0', 36.79469653021481, 96.20983799806234, 116, 86, 47, 'Male', 74.69118810564974, 1.5665310056887825, 0.094127464, 30, 30.43626645971288, 96, 'High Risk'),
(110065, 85, 15, '29:46.0', 36.087106104328726, 99.65969911142398, 130, 77, 31, 'Female', 51.92721119555484, 1.6292679792466958, 0.076649022, 53, 19.561851358295957, 94.66666666666666, 'Low Risk'),
(110066, 98, 18, '28:46.0', 37.320667000240576, 95.95917416434841, 138, 88, 36, 'Female', 83.17487764389337, 1.5033797912808768, 0.097147573, 50, 36.80058771321252, 104.66666666666666, 'High Risk'),
(110067, 95, 15, '27:46.0', 36.631048903561876, 98.14925614750682, 113, 85, 78, 'Female', 93.96428441673116, 1.8025351099433735, 0.13872520576364342, 28, 28.91980400547597, 94.33333333333333, 'High Risk'),
(110068, 90, 19, '26:46.0', 37.28453310325361, 95.46600999089141, 129, 84, 51, 'Male', 81.03730423031911, 1.868813856543615, 0.094054982, 45, 23.20346771807923, 99, 'Low Risk'),
(110069, 99, 13, '25:46.0', 37.49061437326954, 96.05265339146327, 117, 73, 39, 'Female', 53.129709768211654, 1.9817759773067878, 0.078021159, 44, 13.527835829897288, 87.66666666666667, 'High Risk'),
(110070, 71, 16, '24:46.0', 36.14450365448299, 96.06708275089372, 116, 83, 78, 'Female', 94.56443180127086, 1.7990741888201902, 0.10496131226202146, 33, 29.216599801231116, 94, 'Low Risk'),
(110071, 88, 19, '23:46.0', 36.38166720257699, 96.19044303, 112, 84, 45, 'Female', 64.50976548734113, 1.6993329052624784, 0.080967845, 28, 22.339246950140698, 93.33333333333333, 'Low Risk'),
(110072, 86, 18, '22:46.0', 37.16027126322286, 98.83856379222033, 118, 89, 21, 'Male', 73.85974114751278, 1.8689408007039945, 0.10218163396976154, 29, 21.14543826732822, 98.66666666666667, 'Low Risk'),
(110073, 68, 17, '21:46.0', 36.85417207334672, 96.83567738034952, 123, 89, 72, 'Male', 61.087989189161135, 1.5395445895324638, 0.059263967, 34, 25.77337461406328, 100.33333333333333, 'Low Risk'),
(110074, 68, 14, '20:46.0', 37.25755278151863, 99.44042617375045, 133, 89, 45, 'Male', 80.44525945, 1.995925896946839, 0.081868401, 44, 20.193501474117387, 103.66666666666667, 'Low Risk'),
(110075, 82, 17, '19:46.0', 37.30991102, 96.42830710966133, 134, 81, 46, 'Male', 63.33448965, 1.7631691796906859, 0.066242627, 53, 20.37287422, 98.66666666666666, 'Low Risk'),
(110076, 77, 14, '18:46.0', 37.43995051111378, 95.45224914197173, 131, 87, 68, 'Female', 52.32299873644358, 1.8171415112879596, 0.10908964394437226, 44, 15.845834914640998, 101.66666666666667, 'High Risk'),
(110077, 97, 16, '17:46.0', 37.08701638154152, 95.78735831464407, 139, 70, 83, 'Female', 56.59250836313428, 1.8705823783681803, 0.1392410684208199, 69, 16.17354667131876, 93, 'High Risk'),
(110078, 94, 16, '16:46.0', 37.351594399469484, 97.29282040732772, 131, 82, 66, 'Male', 87.02329971435114, 1.7714669293886025, 0.084107913, 49, 27.731250151023755, 98.33333333333333, 'High Risk'),
(110079, 91, 19, '15:46.0', 36.42122571442659, 97.84994098, 114, 83, 63, 'Male', 50.814956615651205, 1.9721784571338747, 0.072145674, 31, 13.064690868332997, 93.33333333333333, 'High Risk'),
(110080, 72, 17, '14:46.0', 37.48269720768316, 96.87912551968381, 128, 84, 81, 'Male', 63.31255837, 1.525316411788614, 0.14803005013927212, 44, 27.212596168215047, 98.66666666666667, 'Low Risk'),
(110081, 62, 15, '13:46.0', 36.744246379590614, 97.13370521747812, 119, 75, 60, 'Male', 94.35026646, 1.6094024154042204, 0.11769125066760447, 44, 36.426197119772844, 89.66666666666667, 'High Risk'),
(110082, 70, 15, '12:46.0', 36.88514963498132, 96.27455102, 138, 71, 63, 'Female', 86.53396023376084, 1.5455606089453107, 0.11573689157555637, 67, 36.22550918579506, 93.33333333333333, 'High Risk'),
(110083, 93, 18, '11:46.0', 36.32745926132864, 98.25649216662148, 132, 72, 61, 'Female', 67.56244847574864, 1.6602169710230237, 0.1078751607463915, 60, 24.51182696303065, 92, 'High Risk'),
(110084, 92, 19, '10:46.0', 36.34597081332823, 97.53743185630641, 115, 89, 36, 'Female', 79.33317306704416, 1.5019813015069345, 0.058703625, 26, 35.16622681135103, 97.66666666666667, 'High Risk'),
(110085, 76, 17, '09:46.0', 36.906195597540275, 96.02245912, 129, 78, 39, 'Female', 63.09747556, 1.696780671, 0.12699675593162274, 51, 21.91596345261883, 95, 'Low Risk'),
(110086, 64, 12, '08:46.0', 37.20682429828367, 95.19779078077845, 113, 73, 75, 'Male', 58.94765535252025, 1.7472195113054245, 0.077249752, 40, 19.309525151231643, 86.33333333333333, 'Low Risk'),
(110087, 93, 19, '07:46.0', 36.32382824472924, 99.96679608524703, 127, 82, 38, 'Male', 50.270170324663795, 1.888097066337959, 0.091149835, 45, 14.10138343575025, 97, 'High Risk'),
(110088, 92, 15, '06:46.0', 36.74899959537235, 98.20492585028445, 121, 76, 43, 'Male', 68.34177860258461, 1.871783915088825, 0.05957884, 45, 19.50629802961722, 91, 'High Risk'),
(110089, 95, 18, '05:46.0', 36.44495574833896, 99.88671457940313, 119, 83, 42, 'Male', 97.82114738308238, 1.6155824564609533, 0.12709494417475684, 36, 37.47783505233041, 95, 'High Risk'),
(110090, 64, 17, '04:46.0', 36.22746128690256, 96.74132265292214, 110, 71, 38, 'Female', 75.24364682971532, 1.901566028653055, 0.064570411, 39, 20.808799038850086, 84, 'Low Risk'),
(110091, 86, 17, '03:46.0', 36.65297357866428, 97.60081089787865, 138, 76, 72, 'Male', 78.88434585642375, 1.9298015439152127, 0.10743449433058498, 62, 21.181930048643796, 96.66666666666666, 'Low Risk'),
(110092, 92, 13, '02:46.0', 37.24408611618409, 98.93308508498781, 134, 71, 58, 'Female', 83.64946304, 1.661193442097936, 0.067823544, 63, 30.312568792899445, 92, 'High Risk'),
(110093, 75, 17, '01:46.0', 37.05532209796837, 96.29332718527172, 111, 79, 50, 'Male', 75.60503128217181, 1.6971006317062882, 0.14112180223892268, 32, 26.25037472, 89.66666666666667, 'Low Risk'),
(110094, 65, 13, '00:46.0', 36.041599660045655, 97.88044071481018, 123, 70, 74, 'Female', 54.29438130133928, 1.8257472132799704, 0.12843061878532247, 53, 16.288218843060587, 87.66666666666666, 'High Risk'),
(110095, 68, 14, '59:46.0', 36.153478359344646, 97.24450735569151, 115, 82, 54, 'Female', 92.65735594273774, 1.6440804435149432, 0.052409509, 33, 34.279444557989876, 93, 'High Risk'),
(110096, 85, 13, '58:46.0', 36.91689930989799, 99.67958977950812, 133, 88, 78, 'Male', 67.95017772, 1.7377423246677584, 0.13568345364483472, 45, 22.501933610044528, 103, 'Low Risk'),
(110097, 84, 19, '57:46.0', 37.01745917946839, 99.23331262040601, 129, 78, 86, 'Female', 87.22866532017102, 1.524901182148927, 0.13780643860723787, 51, 37.512484174464994, 95, 'High Risk'),
(110098, 71, 13, '56:46.0', 36.079570835824875, 96.13680782066021, 124, 79, 18, 'Male', 84.38248793524389, 1.9525428792402941, 0.1356455199933798, 45, 22.13355458, 94, 'Low Risk'),
(110099, 93, 12, '55:46.0', 36.55170839151249, 98.58599509, 126, 76, 22, 'Male', 54.39999175981017, 1.8563255923857191, 0.050056626, 50, 15.786669960700845, 92.66666666666666, 'High Risk'),
(110100, 68, 13, '54:46.0', 36.84128833820515, 96.04315041771557, 134, 89, 32, 'Male', 81.61714895602402, 1.5828616592505727, 0.13891514443758973, 45, 32.575830819678686, 104, 'High Risk'),
(110101, 73, 14, '53:46.0', 37.261791569271885, 97.83013294, 111, 88, 49, 'Female', 68.57209348233482, 1.6798771743147942, 0.051754357, 23, 24.29922097002466, 95.66666666666667, 'Low Risk'),
(110102, 77, 18, '52:46.0', 37.28418143752862, 96.49347100398987, 133, 74, 27, 'Female', 92.15889166, 1.9842133015746248, 0.09612012, 59, 23.40779631550686, 93.66666666666666, 'Low Risk'),
(110103, 90, 19, '51:46.0', 37.36333919292074, 96.98140834884182, 133, 85, 46, 'Male', 83.38074277988561, 1.6395524204272172, 0.138621858, 48, 31.01809675, 101, 'High Risk'),
(110104, 79, 13, '50:46.0', 36.66264054906005, 95.64655193954101, 131, 70, 59, 'Female', 73.75459895, 1.536701561, 0.11110984793018917, 61, 31.23273677, 90.33333333333333, 'High Risk'),
(110105, 80, 19, '49:46.0', 36.043654351640214, 98.54855025560268, 120, 88, 35, 'Male', 73.96397359, 1.5898935751573928, 0.069738497, 32, 29.26066057, 98.66666666666667, 'Low Risk'),
(110106, 80, 17, '48:46.0', 36.28552576, 96.85151242506171, 122, 79, 39, 'Male', 99.68572805425859, 1.8195756601829187, 0.091370626, 43, 30.108751514922634, 93.33333333333333, 'High Risk'),
(110107, 85, 17, '47:46.0', 37.393438704114864, 96.64909625037072, 131, 84, 86, 'Male', 52.60494712528243, 1.5594498794200242, 0.12308634990597547, 47, 21.631356066675032, 99.66666666666667, 'Low Risk'),
(110108, 91, 14, '46:46.0', 37.30382466269934, 99.56548214878018, 112, 80, 87, 'Female', 52.54661511544993, 1.8314522638734398, 0.089296082, 32, 15.665834658234633, 90.66666666666667, 'High Risk'),
(110109, 86, 17, '45:46.0', 37.08765341071486, 97.09633035126504, 126, 85, 42, 'Male', 65.47446602872934, 1.5849615156408055, 0.081577451, 41, 26.063607213048726, 98.66666666666667, 'Low Risk'),
(110110, 92, 12, '44:46.0', 37.31738475396112, 95.64154730473946, 132, 85, 86, 'Male', 58.84447742840789, 1.7013789288879775, 0.11550237982876495, 47, 20.328419329824328, 100.66666666666667, 'High Risk'),
(110111, 61, 19, '43:46.0', 36.92143099887959, 95.62618396593732, 124, 81, 31, 'Female', 76.83976367809066, 1.5482692096296273, 0.053387028, 43, 32.05479961829856, 95.33333333333333, 'High Risk'),
(110112, 99, 14, '42:46.0', 37.48250853388375, 99.84699938453151, 124, 79, 63, 'Female', 55.98414609428186, 1.826075636317273, 0.063424, 45, 16.78910457546236, 94, 'High Risk'),
(110113, 99, 13, '41:46.0', 36.53672609531598, 98.69004187502975, 130, 74, 25, 'Male', 70.57442168641977, 1.9186508375414562, 0.097267523, 56, 19.171470821394966, 92.66666666666666, 'High Risk'),
(110114, 97, 14, '40:46.0', 37.31561577554443, 98.84322717895606, 137, 87, 58, 'Male', 91.81632696, 1.9478660338379763, 0.070609182, 50, 24.199241071090775, 103.66666666666666, 'High Risk'),
(110115, 70, 18, '39:46.0', 37.362770606688805, 97.71743093467941, 112, 86, 72, 'Female', 96.21044454527197, 1.9005458874828363, 0.053666150775880106, 26, 26.635785060853667, 94.66666666666667, 'Low Risk'),
(110116, 85, 14, '38:46.0', 37.49435100666283, 95.12330655017307, 110, 80, 28, 'Male', 61.889533598673054, 1.711963101020709, 0.087209285, 30, 21.116814757549474, 90, 'Low Risk'),
(110117, 64, 13, '37:46.0', 36.08928142274713, 99.37996963, 132, 82, 27, 'Male', 87.16663561069007, 1.718063271113331, 0.11048705453613764, 50, 29.530579984376914, 98.66666666666666, 'Low Risk'),
(110118, 90, 18, '36:46.0', 36.963791761910294, 96.77726888734394, 126, 84, 88, 'Female', 64.41208695477395, 1.896382975442342, 0.1026922458875709, 42, 17.910811979991763, 98, 'High Risk'),
(110119, 65, 18, '35:46.0', 36.04718371079721, 97.60392047536413, 115, 76, 45, 'Male', 97.85659441338115, 1.5793539722011194, 0.094235759, 39, 39.23115943199799, 89, 'High Risk'),
(110120, 76, 16, '34:46.0', 36.752304371839635, 97.08308490506275, 124, 77, 69, 'Male', 53.72043451414842, 1.6312472578822992, 0.062034522, 47, 20.188308262039516, 92.66666666666667, 'Low Risk'),
(110121, 85, 14, '33:46.0', 37.05779881943138, 98.05057460026926, 117, 87, 46, 'Female', 53.62933181434199, 1.8918954751271564, 0.099063383, 30, 14.983321866480866, 97, 'High Risk'),
(110122, 78, 13, '32:46.0', 36.8058144, 98.21204377830885, 118, 76, 22, 'Male', 67.23618688882362, 1.9688276024611409, 0.07743891, 42, 17.345534887529485, 90, 'High Risk'),
(110123, 98, 14, '31:46.0', 36.09461436430011, 99.72347370426758, 135, 71, 41, 'Male', 50.03949220551643, 1.9962715454271924, 0.14283776493303169, 64, 12.556646298030598, 92.33333333333333, 'High Risk'),
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(110301, 64, 14, '33:46.0', 37.45098926565914, 98.91362216179999, 117, 79, 40, 'Male', 84.28007716609358, 1.6249988485931643, 0.12100258071217293, 38, 31.91676084, 91.66666666666667, 'High Risk'),
(110302, 70, 18, '32:46.0', 36.57275022943722, 96.07028464, 117, 88, 89, 'Male', 72.85004162727913, 1.808558104665793, 0.052459863, 29, 22.272289956814017, 97.66666666666667, 'Low Risk'),
(110303, 77, 18, '31:46.0', 36.40526941992122, 95.19523532015766, 127, 72, 35, 'Female', 53.503980665076654, 1.7942250974421887, 0.088579523, 55, 16.62004670855861, 90.33333333333333, 'High Risk'),
(110304, 90, 15, '30:46.0', 36.83486773705175, 99.53801287518095, 132, 84, 87, 'Female', 85.31953455821312, 1.9396357318704003, 0.14292461138329682, 48, 22.678176209990543, 100, 'Low Risk'),
(110305, 99, 14, '29:46.0', 37.11580846027357, 97.058549, 114, 83, 76, 'Female', 70.63347516144525, 1.6215072970161444, 0.12551126266249463, 31, 26.864128689054603, 93.33333333333333, 'High Risk'),
(110306, 80, 14, '28:46.0', 36.10646567908482, 97.05371752991343, 137, 88, 83, 'Female', 67.72130207678104, 1.5240841992482406, 0.072485253, 49, 29.15461954686731, 104.33333333333333, 'Low Risk'),
(110307, 63, 14, '27:46.0', 36.57729362597605, 95.92398317561452, 126, 73, 23, 'Female', 54.92121977292517, 1.6724903339034742, 0.056864994, 53, 19.634187824268583, 90.66666666666666, 'Low Risk'),
(110308, 71, 16, '26:46.0', 36.31110497948036, 98.85228488355725, 126, 83, 38, 'Male', 66.16537978886826, 1.7148049344046228, 0.13145803906131182, 43, 22.500976216773076, 97.33333333333333, 'Low Risk'),
(110309, 73, 18, '25:46.0', 37.41086635419277, 97.95356192216437, 139, 70, 68, 'Female', 54.08887022, 1.6195644656599457, 0.084137553, 69, 20.621081146812898, 93, 'Low Risk'),
(110310, 89, 13, '24:46.0', 37.24297885949704, 95.30035491824212, 137, 89, 83, 'Female', 77.35751477511265, 1.5866033323472313, 0.071329065, 48, 30.730228160474738, 105, 'High Risk'),
(110311, 86, 18, '23:46.0', 36.668843262286316, 98.31304536602937, 133, 89, 22, 'Female', 62.887283655369856, 1.7051267082494714, 0.11523267415823064, 44, 21.62965150750481, 103.66666666666667, 'Low Risk'),
(110312, 61, 14, '22:46.0', 36.49819148988667, 95.46947664496396, 110, 70, 21, 'Female', 56.39348329376997, 1.7170203463021432, 0.084464189, 40, 19.12837326202988, 83.33333333333333, 'Low Risk'),
(110313, 82, 14, '21:46.0', 36.32607356520905, 95.63396058019981, 114, 76, 22, 'Male', 83.93860158, 1.586208555, 0.13969415368926125, 38, 33.361160828236315, 88.66666666666667, 'High Risk'),
(110314, 95, 13, '20:46.0', 36.86004929225693, 95.16969341041596, 119, 82, 30, 'Male', 77.40205245220736, 1.528657964803167, 0.13609830529065303, 37, 33.12316515145856, 94.33333333333333, 'High Risk'),
(110315, 88, 12, '19:46.0', 36.59920708624894, 96.55970233620816, 113, 89, 28, 'Female', 93.69867343347022, 1.7105291712201487, 0.11329877027784155, 24, 32.02377105698519, 97, 'High Risk'),
(110316, 77, 16, '18:46.0', 37.39171282098127, 99.66341750087834, 133, 72, 56, 'Male', 91.97148394429564, 1.5624950184929745, 0.070204278, 61, 37.67176003073628, 92.33333333333333, 'High Risk'),
(110317, 98, 18, '17:46.0', 36.53653234108316, 96.39621507221524, 119, 85, 37, 'Male', 60.679450632987475, 1.8983297656476021, 0.098650461, 34, 16.838303192989777, 96.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(110319, 79, 12, '15:46.0', 36.99859288694808, 96.26067578224018, 123, 70, 49, 'Female', 68.67465591615462, 1.5795995157948954, 0.1490511288244441, 53, 27.52342702562396, 87.66666666666666, 'Low Risk'),
(110320, 98, 18, '14:46.0', 36.65952230342743, 95.30103505661822, 117, 88, 29, 'Female', 62.45795941093199, 1.9611315172311514, 0.11993615733806548, 29, 16.239563531533516, 97.66666666666667, 'High Risk'),
(110321, 80, 19, '13:46.0', 37.25243250553071, 95.70867084, 124, 70, 51, 'Male', 75.08092096608874, 1.7564046362836425, 0.11158824394597691, 54, 24.33775088932283, 88, 'Low Risk'),
(110322, 64, 13, '12:46.0', 36.52594023996464, 98.50524045845613, 122, 80, 30, 'Female', 62.067766980576785, 1.5069088499190295, 0.12050364794014465, 42, 27.333305416373744, 94, 'Low Risk'),
(110323, 71, 17, '11:46.0', 36.07630050908606, 98.09261798569558, 121, 70, 68, 'Male', 54.53442427, 1.7059032823586429, 0.12237057800805363, 51, 18.739669312494794, 87, 'Low Risk'),
(110324, 74, 13, '10:46.0', 36.78388414223329, 96.01868098515523, 128, 78, 23, 'Male', 52.48508565285802, 1.5619903800203079, 0.054925698, 50, 21.51192131328571, 94.66666666666666, 'Low Risk'),
(110325, 87, 16, '09:46.0', 36.68842622096282, 99.13620031, 127, 82, 42, 'Male', 94.06249552888822, 1.6443104089957732, 0.09161019, 45, 34.789555877465105, 97, 'High Risk'),
(110326, 61, 18, '08:46.0', 37.35736383142988, 96.71931662512829, 116, 84, 83, 'Male', 80.22213606927332, 1.605023290355618, 0.11238664419965488, 32, 31.140927550416738, 94.66666666666667, 'High Risk'),
(110327, 76, 13, '07:46.0', 36.38920097656898, 98.79116049168607, 124, 75, 58, 'Male', 62.13617920498835, 1.867378681957446, 0.11100167001118708, 49, 17.818853265233614, 91.33333333333333, 'High Risk'),
(110328, 93, 13, '06:46.0', 36.935271866856205, 98.90537038693321, 122, 77, 40, 'Female', 80.04410235814143, 1.9525052056886054, 0.060863746, 45, 20.996404829334796, 92, 'High Risk'),
(110329, 82, 18, '05:46.0', 37.25311110578618, 98.47943092432244, 116, 76, 41, 'Female', 56.23903148364178, 1.5381896995617048, 0.1312684621533577, 40, 23.769389937982808, 89.33333333333333, 'Low Risk'),
(110330, 94, 16, '04:46.0', 36.75344639156945, 98.57407485, 130, 76, 38, 'Female', 53.56959471, 1.720562580465843, 0.080604265, 54, 18.095784420491775, 94, 'High Risk'),
(110331, 77, 18, '03:46.0', 36.47585713809218, 98.85593157945277, 116, 75, 51, 'Female', 54.67916890366722, 1.8598343286160512, 0.14420383296525408, 41, 15.80787108971694, 88.66666666666667, 'High Risk'),
(110332, 72, 17, '02:46.0', 37.39156982616648, 97.92331763858921, 114, 88, 20, 'Male', 64.08501092645847, 1.6529628658230586, 0.055190332, 26, 23.45472084403695, 96.66666666666667, 'Low Risk'),
(110333, 74, 14, '01:46.0', 36.59288064919074, 98.96921421460783, 136, 73, 23, 'Female', 63.2776522, 1.7828392252361835, 0.064781741, 63, 19.90792499112226, 94, 'Low Risk'),
(110334, 93, 16, '00:46.0', 36.87421035044956, 98.87810934854427, 130, 84, 25, 'Female', 68.45617191590628, 1.805162339689454, 0.14250676142749286, 46, 21.007776132237414, 99.33333333333333, 'High Risk'),
(110335, 71, 19, '59:46.0', 37.25761173568829, 99.33659855798247, 125, 88, 80, 'Female', 73.09879248597478, 1.5489559255376366, 0.1345091597859644, 37, 30.467167637108524, 100.33333333333333, 'High Risk'),
(110336, 75, 18, '58:46.0', 36.164710768510965, 95.86891514155961, 128, 81, 58, 'Male', 58.93853073076953, 1.9906153415471675, 0.11163292462591226, 47, 14.873891582403447, 96.66666666666667, 'High Risk'),
(110337, 74, 18, '57:46.0', 37.17805135976007, 95.71959720570014, 110, 71, 55, 'Female', 92.44127464925342, 1.9241532109870216, 0.10812385587714299, 39, 24.96816499289115, 84, 'Low Risk'),
(110338, 86, 13, '56:46.0', 36.56255588236536, 99.11651640309093, 114, 88, 75, 'Female', 53.47387377, 1.998462267366002, 0.10072959947449031, 26, 13.38904930674952, 96.66666666666667, 'High Risk'),
(110339, 65, 14, '55:46.0', 37.09449412746609, 99.37411927890862, 127, 76, 76, 'Female', 71.82025936573191, 1.9046643116108908, 0.09823548, 51, 19.79748763986909, 93, 'Low Risk'),
(110340, 68, 15, '54:46.0', 36.49247002532396, 97.68367230033353, 135, 72, 73, 'Male', 65.26638534585513, 1.8418844887778536, 0.14195849588204926, 63, 19.238215254740023, 93, 'Low Risk'),
(110341, 68, 12, '53:46.0', 37.071300339021796, 95.88471465339845, 119, 79, 69, 'Female', 59.74205738901304, 1.7879554333072367, 0.12995809977713965, 40, 18.68817085782662, 92.33333333333333, 'Low Risk'),
(110342, 95, 14, '52:46.0', 37.33776753293754, 95.94304796585978, 113, 73, 84, 'Female', 76.42140081294498, 1.788952411777543, 0.055337903910571196, 40, 23.87907052131956, 86.33333333333333, 'High Risk'),
(110343, 61, 17, '51:46.0', 37.49074952, 95.88871377329453, 122, 74, 87, 'Male', 61.636468944466806, 1.8042622637497923, 0.14703394542270343, 48, 18.93382762161757, 90, 'Low Risk'),
(110344, 80, 16, '50:46.0', 36.727501646675584, 97.26502916452068, 138, 80, 40, 'Male', 53.58491263598925, 1.9557366601626152, 0.10164372173254646, 58, 14.009472196815464, 99.33333333333333, 'High Risk'),
(110345, 80, 19, '49:46.0', 37.41191585955659, 98.17847194094038, 117, 84, 61, 'Female', 62.47608745230938, 1.877182268795027, 0.099311078, 33, 17.729681643253656, 95, 'High Risk'),
(110346, 72, 13, '48:46.0', 37.21751611, 97.24815417697214, 121, 78, 55, 'Female', 58.88958876184603, 1.5881918248950133, 0.11693467312679748, 43, 23.34708203, 92.33333333333333, 'Low Risk'),
(110347, 99, 17, '47:46.0', 36.257986767180036, 98.06715608119141, 117, 82, 27, 'Female', 54.09788435129323, 1.914226261504565, 0.096896789, 35, 14.76365000384397, 93.66666666666667, 'High Risk'),
(110348, 65, 14, '46:46.0', 36.164852021961366, 98.72992740014062, 134, 77, 54, 'Male', 90.83445032904757, 1.975092939992586, 0.1230634940683897, 57, 23.284961234833865, 96, 'Low Risk'),
(110349, 68, 17, '45:46.0', 36.475044023863155, 98.16593925847653, 117, 82, 35, 'Male', 86.30446916801917, 1.6197314863701506, 0.12123729451737485, 35, 32.89631385010078, 93.66666666666667, 'High Risk'),
(110350, 71, 12, '44:46.0', 37.24203641066794, 97.21929099638399, 115, 76, 58, 'Female', 83.86117260739996, 1.9520336190560852, 0.098401024, 39, 22.008292257176194, 89, 'Low Risk'),
(110351, 75, 18, '43:46.0', 36.75425372006247, 95.58229055921963, 118, 80, 89, 'Female', 60.63722455919127, 1.7134812165816662, 0.07526057, 38, 20.652879868668553, 92.66666666666667, 'Low Risk'),
(110352, 83, 13, '42:46.0', 36.554987338976275, 99.99934451593894, 131, 71, 68, 'Female', 88.88550536100415, 1.603107001752313, 0.14386141529558327, 60, 34.586444928962315, 91, 'High Risk'),
(110353, 69, 18, '41:46.0', 36.02386035107756, 98.81548023179619, 115, 71, 89, 'Male', 55.378137974080495, 1.6919508500020546, 0.11769486412347736, 44, 19.34473849046314, 85.66666666666667, 'Low Risk'),
(110354, 78, 18, '40:46.0', 36.576884442258574, 96.79269414381356, 110, 73, 49, 'Female', 87.02499583341708, 1.606939729103598, 0.08271424, 37, 33.70115885531696, 85.33333333333333, 'High Risk'),
(110355, 78, 18, '39:46.0', 37.19829941457496, 99.50619859579363, 118, 77, 51, 'Female', 82.94080533130474, 1.9351569363167112, 0.063107492, 41, 22.148068905880574, 90.66666666666667, 'Low Risk'),
(110356, 76, 16, '38:46.0', 37.38563681185912, 95.96581458438334, 135, 71, 63, 'Female', 69.95715789142318, 1.876360308621391, 0.10379522592952294, 64, 19.870083044483238, 92.33333333333333, 'Low Risk'),
(110357, 75, 13, '37:46.0', 37.249424166940955, 98.29464681858823, 128, 76, 88, 'Male', 52.215375149315896, 1.797847263451652, 0.05608474, 52, 16.154473783681503, 93.33333333333333, 'High Risk'),
(110358, 63, 14, '36:46.0', 36.158276268285576, 97.52096106579788, 132, 76, 25, 'Female', 83.15952465301532, 1.655197739199203, 0.12650412823421212, 56, 30.353741361992974, 94.66666666666666, 'High Risk'),
(110359, 72, 12, '35:46.0', 37.35219120483818, 97.74357979308888, 129, 76, 40, 'Female', 81.49607344275088, 1.627252227, 0.10949201133956243, 53, 30.777046113213927, 93.66666666666666, 'High Risk'),
(110360, 80, 19, '34:46.0', 36.65072806294188, 99.50640656864108, 138, 74, 44, 'Female', 98.80047887, 1.5396856351522694, 0.093946923, 64, 41.67685448975394, 95.33333333333333, 'High Risk'),
(110361, 72, 15, '33:46.0', 36.40264871756265, 98.89182294839608, 120, 87, 63, 'Male', 97.71422108665158, 1.5292153024612742, 0.07479452, 33, 41.78500937896082, 98, 'High Risk'),
(110362, 68, 15, '32:46.0', 36.949895557318825, 97.97964308171836, 135, 71, 78, 'Male', 79.19847254757579, 1.9805824453038559, 0.051614984, 64, 20.189750630957867, 92.33333333333333, 'Low Risk'),
(110363, 85, 16, '31:46.0', 37.11828080037351, 96.20414522505567, 114, 81, 27, 'Male', 72.71048202867992, 1.7860273790354433, 0.090441598, 33, 22.794013411709138, 92, 'Low Risk'),
(110364, 87, 17, '30:46.0', 37.190956811487084, 98.95276731280691, 128, 79, 66, 'Male', 74.49442582665853, 1.6181343153004313, 0.070038872, 49, 28.450810386579963, 95.33333333333333, 'Low Risk'),
(110365, 80, 14, '29:46.0', 36.589655642199084, 97.51841049978005, 139, 79, 33, 'Male', 62.35313259254757, 1.5311151061492467, 0.13099754722814905, 60, 26.597608825042283, 99, 'Low Risk'),
(110366, 74, 15, '28:46.0', 36.18954260000958, 95.20387765766327, 133, 79, 69, 'Male', 60.00012708691658, 1.6407102200296213, 0.10688433557436543, 54, 22.28888808585719, 97, 'Low Risk'),
(110367, 63, 19, '27:46.0', 37.35878870788107, 99.20223889, 135, 82, 21, 'Female', 84.16149986, 1.5561783565587444, 0.060697224866976145, 53, 34.75319401482661, 99.66666666666666, 'High Risk'),
(110368, 83, 14, '26:46.0', 36.76908869, 97.43881817, 124, 76, 86, 'Male', 75.64900854869829, 1.8888058787873416, 0.077535278, 48, 21.204526985226597, 92, 'Low Risk'),
(110369, 60, 17, '25:46.0', 36.81191011836892, 99.17094345, 122, 75, 59, 'Male', 68.25685552139963, 1.9581278524036296, 0.050244341, 47, 17.80181106542717, 90.66666666666667, 'High Risk'),
(110370, 71, 14, '24:46.0', 37.24517477267266, 98.27076602864706, 129, 72, 65, 'Male', 93.48657471155002, 1.8448544230186874, 0.062091886, 57, 27.467873854075272, 91, 'Low Risk'),
(110371, 95, 12, '23:46.0', 36.19510293161221, 95.65273357282817, 137, 87, 87, 'Female', 98.87968344636099, 1.8375214920790817, 0.1398218067462632, 50, 29.284796644450388, 103.66666666666666, 'High Risk'),
(110372, 62, 16, '22:46.0', 37.32304630009638, 99.40087582084475, 139, 81, 53, 'Male', 58.27258508064466, 1.9795165026326011, 0.11858116679250326, 58, 14.871200577000177, 100.33333333333333, 'High Risk'),
(110373, 62, 14, '21:46.0', 36.46494847695012, 99.41883625888796, 119, 85, 63, 'Female', 71.85948506, 1.7890706764386684, 0.097337425, 34, 22.45065963172343, 96.33333333333333, 'Low Risk'),
(110374, 92, 15, '20:46.0', 36.72746487166046, 95.03323037112281, 112, 75, 82, 'Female', 92.85151600821872, 1.9652281606266033, 0.080142135, 37, 24.04158197489564, 87.33333333333333, 'High Risk'),
(110375, 93, 17, '19:46.0', 37.18933247575164, 98.98771287387875, 124, 74, 49, 'Female', 72.11178938, 1.652501791, 0.14778277814282767, 50, 26.40720244313057, 90.66666666666666, 'High Risk'),
(110376, 74, 14, '18:46.0', 36.17265679368609, 96.06713447232096, 123, 70, 71, 'Female', 76.12058495199594, 1.8581037390132602, 0.13485826957345043, 53, 22.04764474577107, 87.66666666666666, 'Low Risk'),
(110377, 92, 12, '17:46.0', 36.391723768562926, 95.13472746787019, 127, 71, 43, 'Female', 82.60122516846431, 1.5987847477999602, 0.13181721938001162, 56, 32.31517379670083, 89.66666666666666, 'High Risk'),
(110378, 71, 12, '16:46.0', 37.10466515018316, 98.24072034061297, 136, 74, 55, 'Female', 93.73439709039964, 1.9226410321624514, 0.099440548, 62, 25.357274796410113, 94.66666666666666, 'Low Risk'),
(110379, 88, 12, '15:46.0', 37.46965747706763, 97.39150618117603, 111, 70, 29, 'Female', 60.25549592263471, 1.543568812640831, 0.074283084, 41, 25.28975807219739, 83.66666666666667, 'Low Risk'),
(110380, 95, 18, '14:46.0', 36.27716843001057, 96.12352742641326, 131, 78, 64, 'Female', 60.53202520431664, 1.5057034322250216, 0.1022583866422232, 53, 26.699696426305863, 95.66666666666666, 'High Risk'),
(110381, 96, 13, '13:46.0', 37.274243669005415, 99.53550882818406, 126, 73, 63, 'Female', 98.55740198994067, 1.9857215473483911, 0.057298636265664754, 53, 24.994965978501288, 90.66666666666666, 'High Risk'),
(110382, 69, 18, '12:46.0', 37.03977197459559, 96.55304451970842, 112, 70, 68, 'Male', 84.54942948661237, 1.6709297423850435, 0.12204564284650889, 42, 30.282679660910816, 84, 'High Risk'),
(110383, 75, 12, '11:46.0', 36.79380357347172, 98.27167212, 127, 80, 38, 'Female', 83.87808325622005, 1.7650483100421088, 0.075298813, 47, 26.923734808597388, 95.66666666666667, 'Low Risk'),
(110384, 89, 12, '10:46.0', 36.560353817161044, 95.24486173, 136, 81, 43, 'Female', 97.70991526877143, 1.9474562279397607, 0.14439517745794006, 55, 25.763402981145727, 99.33333333333333, 'Low Risk'),
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(110563, 76, 18, '11:46.0', 36.937437536453636, 95.84274673122978, 133, 82, 79, 'Male', 65.21177910235679, 1.5765029622366131, 0.084221001, 51, 26.238346712322723, 99, 'Low Risk'),
(110564, 77, 18, '10:46.0', 36.67060256280715, 96.66611828428877, 113, 82, 67, 'Male', 76.27765283776392, 1.712304509178061, 0.071389916, 31, 26.01568827079604, 92.33333333333333, 'Low Risk'),
(110565, 66, 15, '09:46.0', 37.183160171766175, 96.09032073, 121, 82, 84, 'Female', 50.03421598673362, 1.522537358, 0.12456822759402643, 39, 21.58396279322628, 95, 'Low Risk'),
(110566, 86, 13, '08:46.0', 37.43030111930556, 97.10346407566114, 122, 88, 50, 'Female', 54.21764775757589, 1.7316811261911627, 0.081263664, 34, 18.080266375439518, 99.33333333333333, 'High Risk'),
(110567, 65, 14, '07:46.0', 37.388993490681294, 96.51301278988555, 115, 82, 49, 'Male', 55.10121329097452, 1.7497302432079513, 0.13650845981675475, 33, 17.99778108219084, 93, 'High Risk'),
(110568, 86, 17, '06:46.0', 37.394001823298275, 98.33592939, 125, 71, 60, 'Male', 81.23618442829675, 1.9338063510520993, 0.055347336, 54, 21.72318758497935, 89, 'Low Risk'),
(110569, 94, 18, '05:46.0', 37.072044173208965, 95.76335411407979, 114, 75, 63, 'Female', 75.24919148554991, 1.5202663335482451, 0.14141240221683588, 39, 32.55835706910903, 88, 'High Risk'),
(110570, 96, 14, '04:46.0', 36.81843821013111, 98.71813481702907, 127, 73, 39, 'Female', 84.69130074796604, 1.691589005154764, 0.10702849424587085, 54, 29.597095629820075, 91, 'High Risk'),
(110571, 95, 17, '03:46.0', 36.51632949811663, 96.60983812188458, 135, 87, 79, 'Male', 71.84353848952819, 1.5699833946910955, 0.13311666620719959, 48, 29.147250695229005, 103, 'High Risk'),
(110572, 93, 17, '02:46.0', 36.455062053828705, 98.86281698104779, 133, 86, 21, 'Female', 99.88676122332032, 1.7512844861639354, 0.14600411650544298, 47, 32.56825806359723, 101.66666666666667, 'High Risk'),
(110573, 81, 18, '01:46.0', 36.6909789, 98.74169721030917, 132, 89, 31, 'Female', 61.89514843220382, 1.9487088168371582, 0.10815268086895913, 43, 16.299065632531132, 103.33333333333333, 'High Risk'),
(110574, 64, 16, '00:46.0', 36.504981350697044, 96.49662619630963, 114, 86, 27, 'Female', 64.28440237418735, 1.8422703208777076, 0.10929549769813313, 28, 18.94082534909129, 95.33333333333333, 'Low Risk'),
(110575, 99, 18, '59:46.0', 36.56573898707269, 98.50854182, 135, 79, 81, 'Male', 62.14487699899183, 1.503371131919523, 0.11882581477299824, 56, 27.49621529346272, 97.66666666666666, 'High Risk'),
(110576, 61, 19, '58:46.0', 36.67911314307212, 98.40063533155947, 121, 81, 66, 'Male', 53.28740447684092, 1.7715358095375717, 0.1242087071385704, 40, 16.979492133684932, 94.33333333333333, 'High Risk'),
(110577, 92, 18, '57:46.0', 37.082832882918396, 96.17686516522494, 138, 76, 33, 'Male', 59.26202353462005, 1.702735823343373, 0.11870915787273363, 62, 20.440048897053355, 96.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(110579, 90, 12, '55:46.0', 36.18461677601094, 96.62406665624765, 121, 74, 41, 'Male', 76.07131288115053, 1.9404394328029313, 0.1262104904729045, 47, 20.20322629761024, 89.66666666666667, 'Low Risk'),
(110580, 92, 18, '54:46.0', 36.55096641005059, 99.18434544174598, 129, 72, 20, 'Female', 52.16799565105569, 1.6974008527868674, 0.10040893061113021, 57, 18.10653376824585, 91, 'High Risk'),
(110581, 93, 18, '53:46.0', 36.70357025285703, 98.16286824116247, 119, 80, 74, 'Female', 96.73196268, 1.9770180060120828, 0.090127291, 39, 24.748492511753675, 93, 'High Risk'),
(110582, 98, 15, '52:46.0', 36.725136404242726, 97.30906285608367, 139, 71, 36, 'Female', 70.67395322527142, 1.9789547309128903, 0.093886822, 68, 18.04627891270614, 93.66666666666666, 'High Risk'),
(110583, 76, 18, '51:46.0', 36.234934056928594, 99.31815866389215, 136, 81, 58, 'Female', 94.16699782251052, 1.9336068625660388, 0.095691777, 55, 25.18618373251289, 99.33333333333333, 'Low Risk'),
(110584, 85, 13, '50:46.0', 37.00877041793783, 95.52703335923971, 114, 82, 78, 'Female', 58.29018599061784, 1.978274116687566, 0.063335152, 32, 14.894382525116349, 92.66666666666667, 'High Risk'),
(110585, 67, 19, '49:46.0', 36.88636557630385, 98.31180395438562, 135, 80, 68, 'Female', 66.30085878804472, 1.5457823571322042, 0.088779331, 55, 27.747410645411584, 98.33333333333333, 'Low Risk'),
(110586, 77, 18, '48:46.0', 36.59570879367937, 96.50547294, 122, 71, 66, 'Female', 70.87841563847849, 1.7439976220540303, 0.082644436, 51, 23.303557454021043, 88, 'Low Risk'),
(110587, 67, 15, '47:46.0', 36.421658603556324, 95.08509465030474, 138, 82, 55, 'Male', 57.92017022388071, 1.7831909243247293, 0.12606483328425888, 56, 18.21520818946214, 100.66666666666666, 'High Risk'),
(110588, 95, 15, '46:46.0', 36.05910896251501, 98.37702889320524, 112, 73, 39, 'Female', 65.65698941066483, 1.7637368763579608, 0.1125583946091828, 39, 21.106361607714895, 86, 'High Risk'),
(110589, 73, 16, '45:46.0', 36.905351324781456, 98.01815898883525, 117, 83, 24, 'Female', 86.66182826104298, 1.6563822732536164, 0.09110933, 34, 31.586877700710975, 94.33333333333333, 'High Risk'),
(110590, 75, 13, '44:46.0', 36.479702760413616, 95.40723913, 113, 88, 69, 'Female', 53.81562734814375, 1.582092331999228, 0.11850541449269776, 25, 21.5003117, 96.33333333333333, 'Low Risk'),
(110591, 81, 17, '43:46.0', 37.17376329986085, 97.30916888830299, 110, 76, 21, 'Female', 82.05222152479112, 1.965175162494909, 0.083650086, 34, 21.24652021, 87.33333333333333, 'Low Risk'),
(110592, 96, 15, '42:46.0', 36.07061401, 95.38631897480037, 136, 76, 55, 'Female', 91.04514032565886, 1.7639973617712164, 0.071434515, 60, 29.259096216179504, 96, 'High Risk'),
(110593, 98, 18, '41:46.0', 37.01940453, 97.30956080268105, 123, 86, 31, 'Male', 66.17455506, 1.5530177349790513, 0.088022022, 37, 27.437099571794075, 98.33333333333333, 'High Risk'),
(110594, 75, 17, '40:46.0', 36.772828146949564, 97.45355981209754, 123, 70, 30, 'Female', 93.68185308381308, 1.8571918900292066, 0.12571330084878507, 53, 27.160759856124244, 87.66666666666666, 'Low Risk'),
(110595, 99, 13, '39:46.0', 37.22307795761896, 98.54965425085193, 113, 80, 78, 'Female', 79.12711776413319, 1.854982649834284, 0.13403243587767802, 33, 22.995647508136486, 91, 'High Risk'),
(110596, 68, 18, '38:46.0', 36.94720871032749, 96.93750994223394, 128, 76, 89, 'Male', 90.27032255852204, 1.5269218175377761, 0.10021307907370305, 52, 38.71786427877047, 93.33333333333333, 'High Risk'),
(110597, 80, 17, '37:46.0', 36.405784636122874, 98.75872997879057, 111, 86, 73, 'Male', 70.72790197887439, 1.9244391103562977, 0.084009915, 25, 19.097759798461777, 94.33333333333333, 'Low Risk'),
(110598, 93, 13, '36:46.0', 36.44584970863095, 95.44749965688986, 118, 72, 26, 'Male', 50.87480153044364, 1.7260301058899112, 0.074565546, 46, 17.07678045188273, 87.33333333333333, 'High Risk'),
(110599, 82, 17, '35:46.0', 37.300435560423296, 96.01459324446036, 114, 80, 75, 'Female', 93.95237722310827, 1.9839339982130562, 0.061441136, 34, 23.870050263016633, 91.33333333333333, 'Low Risk'),
(110600, 99, 17, '34:46.0', 36.03391709, 98.96505565434808, 129, 87, 75, 'Male', 64.73563791461366, 1.8445953097478904, 0.099926773, 42, 19.025725736059094, 101, 'High Risk'),
(110601, 98, 19, '33:46.0', 36.68516718, 99.33118769, 127, 77, 60, 'Female', 95.30619281447267, 1.5446592011514428, 0.10965029433507771, 50, 39.944387825612765, 93.66666666666666, 'High Risk'),
(110602, 70, 16, '32:46.0', 36.909769196361395, 95.66901181, 120, 75, 50, 'Male', 65.80833618976376, 1.5907601853169433, 0.086384626, 45, 26.00587588905792, 90, 'Low Risk'),
(110603, 97, 19, '31:46.0', 36.24292639, 99.74260908619581, 132, 70, 65, 'Female', 80.63004203960352, 1.9597502989720894, 0.06503851, 62, 20.994010374952893, 90.66666666666666, 'High Risk'),
(110604, 71, 17, '30:46.0', 36.481283535949395, 96.22135452, 135, 80, 32, 'Female', 67.94623503814164, 1.9707667339844528, 0.10387948877847945, 55, 17.494234806782295, 98.33333333333333, 'High Risk'),
(110605, 87, 15, '29:46.0', 37.074422500494386, 98.72937818, 135, 70, 62, 'Male', 73.22419796988197, 1.6058146492029743, 0.12003690767431252, 65, 28.39643317587571, 91.66666666666666, 'Low Risk'),
(110606, 63, 18, '28:46.0', 36.93196259517072, 96.26501068165526, 114, 75, 88, 'Female', 54.20731666698009, 1.7352353318177012, 0.073541238, 39, 18.002845143230747, 88, 'High Risk'),
(110607, 92, 13, '27:46.0', 36.03222852312201, 99.75330568812771, 122, 74, 55, 'Male', 65.02559217702542, 1.728206287267424, 0.068438317, 48, 21.77174075601628, 90, 'High Risk'),
(110608, 78, 15, '26:46.0', 36.352544858133236, 97.69987338338801, 119, 81, 24, 'Male', 92.43180216314526, 1.9187305853139132, 0.10256549615741484, 38, 25.10691913473898, 93.66666666666667, 'Low Risk'),
(110609, 67, 17, '25:46.0', 37.36853715469638, 98.56148459043455, 126, 74, 87, 'Male', 55.39491636259157, 1.6604754482580373, 0.14570878038216684, 52, 20.091159153353512, 91.33333333333333, 'Low Risk'),
(110610, 74, 12, '24:46.0', 36.12491134184552, 98.63848771186015, 114, 78, 18, 'Male', 72.24516471950005, 1.8237585781617565, 0.11625823931930199, 36, 21.720713655634444, 90, 'Low Risk'),
(110611, 77, 15, '23:46.0', 37.32629573155365, 95.56612855376792, 117, 88, 77, 'Male', 82.19674175248622, 1.9541301859969076, 0.10196892815802343, 29, 21.525220833602596, 97.66666666666667, 'Low Risk'),
(110612, 62, 16, '22:46.0', 36.11313397386245, 95.73923596408437, 136, 86, 55, 'Male', 56.24910220531836, 1.5235618512054914, 0.061205172, 50, 24.232343442535885, 102.66666666666666, 'Low Risk'),
(110613, 97, 18, '21:46.0', 36.02894319522396, 95.50841188233375, 114, 88, 22, 'Male', 56.16489317681405, 1.852209551041792, 0.070609024, 26, 16.371357736433588, 96.66666666666667, 'High Risk'),
(110614, 64, 18, '20:46.0', 36.63690193789248, 97.43609993839584, 134, 80, 87, 'Male', 97.24531050845079, 1.5756335231833973, 0.091315188, 54, 39.170421313910936, 98, 'High Risk'),
(110615, 63, 14, '19:46.0', 36.276388035988916, 99.69020573872663, 114, 81, 23, 'Female', 99.94379379, 1.8201922239798736, 0.060046825, 33, 30.16624969557765, 92, 'High Risk'),
(110616, 61, 14, '18:46.0', 37.028322291737894, 95.30310094532219, 126, 75, 84, 'Male', 85.20924323, 1.6442614057722493, 0.092306134, 51, 31.51700800045925, 92, 'High Risk'),
(110617, 66, 19, '17:46.0', 36.516832706017325, 99.22930742967506, 119, 89, 34, 'Male', 64.25155106814752, 1.5331937003548228, 0.077458988, 30, 27.33314240076406, 99, 'Low Risk'),
(110618, 71, 13, '16:46.0', 36.282387295989736, 96.67830845075804, 120, 77, 49, 'Female', 65.16481480149156, 1.8500442020133088, 0.104339322, 43, 19.039211380521703, 91.33333333333333, 'Low Risk'),
(110619, 68, 12, '15:46.0', 36.446344932070154, 99.98136702998946, 112, 77, 64, 'Female', 57.70528676061566, 1.6534550127892453, 0.072556871, 35, 21.107210303894927, 88.66666666666667, 'Low Risk'),
(110620, 63, 13, '14:46.0', 37.01299688283835, 95.12276734489731, 112, 71, 26, 'Male', 56.921382186738356, 1.6712124784559994, 0.065857713, 41, 20.380371573810834, 84.66666666666667, 'Low Risk'),
(110621, 66, 15, '13:46.0', 36.25445191408504, 98.80812343, 128, 84, 48, 'Female', 83.95121136092803, 1.9458750697702532, 0.13829915278162225, 44, 22.17160123918262, 98.66666666666667, 'Low Risk'),
(110622, 75, 16, '12:46.0', 36.99520704710469, 96.58957712298324, 134, 73, 76, 'Male', 91.9749491, 1.5104785088576573, 0.062081504, 61, 40.31256712884931, 93.33333333333333, 'High Risk'),
(110623, 94, 16, '11:46.0', 36.89404958687067, 97.36132067938543, 121, 84, 45, 'Male', 68.84788222101581, 1.9454312909268385, 0.11067705987086524, 37, 18.191092907353525, 96.33333333333333, 'High Risk'),
(110624, 85, 18, '10:46.0', 36.84509796315684, 97.00091100052056, 139, 73, 42, 'Male', 81.86349378623926, 1.7500867069129908, 0.060292648, 66, 26.728288078227866, 95, 'Low Risk'),
(110625, 67, 15, '09:46.0', 36.26081242, 99.36809750678897, 112, 86, 54, 'Male', 90.41158757442008, 1.5210044823572886, 0.073970372, 26, 39.08076959577129, 94.66666666666667, 'High Risk'),
(110626, 99, 14, '08:46.0', 37.25015595869503, 97.83588625486306, 116, 81, 81, 'Male', 58.14613482, 1.589523214283321, 0.11322990985020472, 35, 23.013734631364304, 92.66666666666667, 'High Risk'),
(110627, 84, 16, '07:46.0', 36.83476814, 95.35738231435323, 117, 77, 50, 'Female', 93.92724448811586, 1.7962691600383591, 0.128983969, 40, 29.11043898013342, 90.33333333333333, 'Low Risk'),
(110628, 77, 18, '06:46.0', 36.62055635007882, 97.97516758174508, 135, 86, 79, 'Male', 63.07727987, 1.7523945728009618, 0.1465462861149886, 49, 20.54041234297318, 102.33333333333333, 'Low Risk'),
(110629, 94, 18, '05:46.0', 36.492802720687884, 96.56051792797375, 115, 77, 49, 'Male', 96.56208526916757, 1.5487846165565016, 0.05783778, 38, 40.255440488155436, 89.66666666666667, 'High Risk'),
(110630, 75, 16, '04:46.0', 37.49671404158048, 99.86498600265303, 128, 76, 71, 'Female', 85.20168910490403, 1.6333832553682301, 0.05819176, 52, 31.935373987068033, 93.33333333333333, 'High Risk'),
(110631, 84, 18, '03:46.0', 36.041407133806494, 99.37533571952092, 139, 76, 63, 'Female', 90.06154575753638, 1.921571916211223, 0.10231228537056325, 63, 24.390803694343315, 97, 'Low Risk'),
(110632, 73, 19, '02:46.0', 37.21821618486647, 96.79802381052275, 130, 78, 59, 'Female', 96.13390552278071, 1.7329341805656295, 0.055834077, 52, 32.01197363315693, 95.33333333333333, 'High Risk'),
(110633, 86, 14, '01:46.0', 36.79344548, 99.02198279, 136, 72, 81, 'Male', 72.60847442562658, 1.5932377800277837, 0.052967542, 64, 28.603957201926576, 93.33333333333333, 'Low Risk'),
(110634, 60, 14, '00:46.0', 36.49991672987292, 97.85899079818152, 139, 73, 19, 'Male', 98.32269036972588, 1.7701313365546205, 0.063392795, 66, 31.379265416243587, 95, 'High Risk'),
(110635, 75, 19, '59:46.0', 37.115271925951696, 96.06855005773696, 126, 89, 54, 'Male', 94.09193957341358, 1.5055461203385274, 0.071101831, 37, 41.51110487359229, 101.33333333333333, 'High Risk'),
(110636, 71, 18, '58:46.0', 37.29019212268915, 98.17257823047402, 116, 78, 54, 'Female', 71.71495572491062, 1.6617016285713508, 0.066097871, 38, 25.971895310929867, 90.66666666666667, 'Low Risk'),
(110637, 96, 12, '57:46.0', 36.123613301593544, 98.93183567047303, 119, 83, 50, 'Male', 87.42403849923198, 1.6021754087176518, 0.13143640770311232, 36, 34.05734128412126, 95, 'High Risk'),
(110638, 86, 16, '56:46.0', 37.47863624888069, 95.92288184519207, 123, 74, 55, 'Female', 85.68798676338798, 1.7335108848622267, 0.11823480410051802, 49, 28.514567798111468, 90.33333333333333, 'Low Risk'),
(110639, 74, 19, '55:46.0', 37.16148802457659, 98.76607693, 127, 87, 57, 'Female', 68.20812841869667, 1.7403043422351918, 0.058541188667346124, 40, 22.520899128420076, 100.33333333333333, 'Low Risk'),
(110640, 92, 14, '54:46.0', 36.21923496, 97.23466347757301, 126, 72, 25, 'Male', 94.6048446, 1.5997869535694855, 0.13556688978092385, 54, 36.964860804484395, 90, 'High Risk'),
(110641, 96, 12, '53:46.0', 36.56288860562874, 99.01799241053178, 128, 87, 80, 'Female', 99.1813574, 1.654042088974463, 0.14079946241622288, 41, 36.252414323798305, 100.66666666666667, 'High Risk'),
(110642, 79, 18, '52:46.0', 36.69176332307478, 95.05549458, 136, 80, 63, 'Male', 86.01162679, 1.890760407342107, 0.0842647, 56, 24.05936510313577, 98.66666666666666, 'Low Risk'),
(110643, 62, 18, '51:46.0', 37.123862071726144, 99.60389682336003, 111, 88, 63, 'Male', 57.71869896, 1.7227121876912097, 0.14720540635165286, 23, 19.448722539944473, 95.66666666666667, 'Low Risk'),
(110644, 81, 18, '50:46.0', 36.36749482, 99.32705399611817, 126, 81, 30, 'Female', 85.37086206787802, 1.636322515724505, 0.090521783, 45, 31.883930538210155, 96, 'High Risk'),
(110645, 96, 16, '49:46.0', 36.127633863998966, 99.43665081676997, 128, 84, 45, 'Male', 86.9477501, 1.6130245565807353, 0.099389682, 44, 33.41768725215002, 98.66666666666667, 'High Risk'),
(110646, 62, 12, '48:46.0', 37.14588138874091, 96.38761247, 114, 75, 59, 'Male', 55.19418755976031, 1.9139572982595099, 0.060415707, 39, 15.06707176344779, 88, 'High Risk'),
(110647, 88, 16, '47:46.0', 36.57447075966652, 98.05540462078986, 138, 75, 81, 'Female', 99.94372118959025, 1.7050554006824123, 0.13169574561654296, 63, 34.37783526, 96, 'High Risk'),
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(110825, 95, 13, '49:46.0', 36.27461545190761, 98.57509286465472, 134, 88, 53, 'Female', 70.36483644, 1.566579195833369, 0.11989004923306057, 46, 28.67153686667911, 103.33333333333333, 'High Risk'),
(110826, 75, 19, '48:46.0', 37.21682352276927, 96.75296908387021, 135, 81, 26, 'Male', 53.35789589333086, 1.798963880230396, 0.076696023, 54, 16.487462018693027, 99, 'High Risk'),
(110827, 88, 15, '47:46.0', 36.00606609985924, 97.24838271526578, 132, 89, 21, 'Male', 98.30121530176348, 1.732629450914887, 0.1356283538150851, 43, 32.74518909413954, 103.33333333333333, 'High Risk'),
(110828, 86, 17, '46:46.0', 36.77575797928939, 99.25955558, 126, 87, 21, 'Female', 70.21909219376704, 1.9980369030220182, 0.089377664, 39, 17.589285575623926, 100, 'High Risk'),
(110829, 95, 15, '45:46.0', 36.11241622, 98.00817363206109, 129, 85, 68, 'Male', 53.68971442986696, 1.7781329337146392, 0.091950326, 44, 16.980975772457835, 99.66666666666667, 'High Risk'),
(110830, 96, 15, '44:46.0', 36.15048839283071, 99.81507304221986, 114, 80, 39, 'Male', 53.652320781646544, 1.5823549371760288, 0.14510614975328678, 34, 21.427953715757006, 91.33333333333333, 'High Risk'),
(110831, 89, 18, '43:46.0', 36.91120783138076, 96.28121382750412, 118, 82, 21, 'Female', 58.29623939415525, 1.8392274651510632, 0.090720284, 36, 17.233347790729503, 94, 'High Risk'),
(110832, 93, 14, '42:46.0', 37.212017231647245, 97.94754986403838, 125, 72, 86, 'Female', 59.58883736754041, 1.6188286601081667, 0.085573447, 53, 22.73856967425108, 89.66666666666666, 'High Risk'),
(110833, 83, 12, '41:46.0', 36.769390156557556, 98.96793036106997, 139, 80, 80, 'Male', 70.27877153758422, 1.783878602705569, 0.064849418, 59, 22.08480500156038, 99.66666666666666, 'Low Risk'),
(110834, 68, 15, '40:46.0', 36.57998098507446, 96.15532117923144, 118, 82, 37, 'Male', 57.263501353077196, 1.6972014437442982, 0.11696525983342584, 36, 19.87975895, 94, 'Low Risk'),
(110835, 87, 14, '39:46.0', 36.66893486791562, 96.06370120424904, 138, 79, 24, 'Female', 99.28458463340212, 1.6183831930176544, 0.10306717490333783, 59, 37.90697283157445, 98.66666666666666, 'High Risk'),
(110836, 88, 13, '38:46.0', 36.59308684, 97.37226561809874, 117, 83, 78, 'Male', 65.37848481138805, 1.697660092431717, 0.10438744910780622, 34, 22.684717332450695, 94.33333333333333, 'Low Risk'),
(110837, 61, 12, '37:46.0', 37.415447884638546, 99.88517181, 131, 88, 31, 'Female', 72.88478515842877, 1.8849926878068735, 0.063788918, 43, 20.512450132876527, 102.33333333333333, 'Low Risk'),
(110838, 90, 14, '36:46.0', 37.25401211183127, 99.97398795077758, 113, 82, 46, 'Male', 53.14659542818616, 1.8930509157856839, 0.11178883253978736, 31, 14.830331501518828, 92.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(110840, 95, 12, '34:46.0', 36.92391564804199, 96.27594205, 135, 75, 37, 'Female', 62.17210884953526, 1.978023397836836, 0.054359823, 60, 15.890323897344432, 95, 'High Risk'),
(110841, 84, 12, '33:46.0', 36.85067906, 99.91968394, 128, 89, 49, 'Female', 76.47187669642565, 1.7239379391013545, 0.10086505725998995, 39, 25.73110835082444, 102, 'Low Risk'),
(110842, 80, 13, '32:46.0', 36.10662565, 98.41456331817609, 124, 75, 29, 'Male', 97.2156933, 1.898345746735822, 0.14244399264122481, 49, 26.976509196486052, 91.33333333333333, 'Low Risk'),
(110843, 85, 17, '31:46.0', 36.217030879798926, 97.19935973195048, 126, 71, 77, 'Male', 99.27429849273341, 1.7486693630806602, 0.058959902, 55, 32.46544981257648, 89.33333333333333, 'High Risk'),
(110844, 86, 15, '30:46.0', 36.75733726934995, 95.89327291, 126, 79, 78, 'Female', 79.66795115414939, 1.770550111, 0.12105185222982648, 47, 25.41365925745319, 94.66666666666667, 'Low Risk'),
(110845, 96, 17, '29:46.0', 36.08682433219604, 95.98226183622029, 112, 86, 85, 'Male', 82.69947217957127, 1.5949623894531606, 0.11664876996381324, 26, 32.50886782597269, 94.66666666666667, 'High Risk'),
(110846, 73, 15, '28:46.0', 37.08736556208086, 97.92447981025035, 117, 85, 21, 'Female', 74.45569294523122, 1.596331926109229, 0.14450081213752397, 32, 29.218069038562675, 95.66666666666667, 'Low Risk'),
(110847, 95, 18, '27:46.0', 36.22008572364628, 97.44280491187955, 135, 71, 37, 'Male', 65.28634409, 1.8407021637703898, 0.090769152, 64, 19.268828169993775, 92.33333333333333, 'High Risk'),
(110848, 89, 18, '26:46.0', 37.322018846204756, 95.13857970392004, 123, 82, 80, 'Female', 56.87313315269444, 1.618331060232486, 0.1159441188942533, 41, 21.71562909474272, 95.66666666666667, 'Low Risk'),
(110849, 62, 19, '25:46.0', 36.90634195670577, 97.14608108643765, 120, 86, 46, 'Male', 55.11914107250034, 1.9158106263280779, 0.065842522, 34, 15.017487726444715, 97.33333333333333, 'High Risk'),
(110850, 64, 12, '24:46.0', 36.02872955873203, 95.24880330252405, 128, 89, 54, 'Male', 95.81983344454288, 1.691699205293814, 0.068600629, 39, 33.48182491590284, 102, 'High Risk'),
(110851, 73, 18, '23:46.0', 36.80856653283701, 97.42536204211501, 117, 84, 47, 'Male', 96.32755543, 1.669923504611306, 0.13112229141650417, 33, 34.54278773856992, 95, 'High Risk'),
(110852, 72, 13, '22:46.0', 36.64221257448443, 96.27282615293251, 119, 86, 21, 'Male', 86.94870037, 1.9096782878926526, 0.13035201861669551, 33, 23.841999477063805, 97, 'Low Risk'),
(110853, 64, 14, '21:46.0', 36.80767544874446, 99.26826986314886, 135, 72, 74, 'Female', 70.5978318, 1.891691519222591, 0.074186148, 63, 19.728348429307047, 93, 'Low Risk'),
(110854, 82, 12, '20:46.0', 37.01631554813519, 95.42270574402707, 113, 71, 36, 'Female', 55.50986113178115, 1.5152443249249636, 0.098499183, 42, 24.177133504234888, 85, 'Low Risk'),
(110855, 90, 13, '19:46.0', 36.76326644340237, 96.44479189930405, 129, 72, 57, 'Male', 71.08413347130005, 1.8393691174467999, 0.14987508352496282, 57, 21.010427670714503, 91, 'Low Risk'),
(110856, 95, 14, '18:46.0', 36.73370398257943, 97.31243689839174, 116, 78, 35, 'Female', 87.29373247487501, 1.8387844497345496, 0.065104955, 38, 25.817929978882177, 90.66666666666667, 'High Risk'),
(110857, 87, 16, '17:46.0', 37.277744439019855, 97.38866076274728, 134, 88, 58, 'Male', 85.15221791779483, 1.5967840104039934, 0.058420064360399426, 46, 33.39670451681942, 103.33333333333333, 'High Risk'),
(110858, 92, 19, '16:46.0', 36.79236825, 99.16755806974619, 117, 82, 59, 'Male', 94.73240173607203, 1.5542846957266432, 0.077508928, 35, 39.213662489055096, 93.66666666666667, 'High Risk'),
(110859, 89, 17, '15:46.0', 36.11309870232189, 96.65695358177146, 124, 89, 86, 'Male', 50.62303735239335, 1.600731680213185, 0.051241049, 35, 19.756550487880443, 100.66666666666667, 'Low Risk'),
(110860, 60, 19, '14:46.0', 36.104789182453864, 97.77760846107259, 130, 81, 71, 'Male', 72.04998045037765, 1.6532745587074902, 0.14101723045817333, 49, 26.359908713925872, 97.33333333333333, 'Low Risk'),
(110861, 72, 13, '13:46.0', 36.485884587835656, 96.93168409902464, 113, 74, 74, 'Male', 73.72203152487853, 1.9272891766201363, 0.051433298, 39, 19.84739574831782, 87, 'Low Risk'),
(110862, 99, 19, '12:46.0', 36.08444978545195, 98.63386346, 116, 87, 21, 'Female', 52.01928380835047, 1.7685598078199853, 0.058517774, 29, 16.63124902874698, 96.66666666666667, 'High Risk'),
(110863, 63, 15, '11:46.0', 36.71762060973041, 97.59027024831977, 134, 81, 55, 'Female', 64.18232745110525, 1.7731560639110207, 0.1227975591332331, 53, 20.413691097998438, 98.66666666666666, 'Low Risk'),
(110864, 67, 16, '10:46.0', 37.411123062904295, 96.34208285860048, 128, 70, 23, 'Male', 62.41352461348737, 1.5736209665282148, 0.10138600923044565, 58, 25.204520633159003, 89.33333333333333, 'Low Risk'),
(110865, 96, 17, '09:46.0', 36.37320849, 97.93902057496523, 119, 78, 62, 'Male', 89.38530903816951, 1.502395076337352, 0.065937502, 41, 39.60024225164387, 91.66666666666667, 'High Risk'),
(110866, 70, 17, '08:46.0', 37.36351853921533, 99.22495679435968, 116, 88, 69, 'Female', 69.67321371716736, 1.844951350029811, 0.05013559, 28, 20.46897077001448, 97.33333333333333, 'Low Risk'),
(110867, 85, 18, '07:46.0', 36.90738124719688, 95.81585687486219, 134, 80, 39, 'Female', 66.53830765854141, 1.7534126783173432, 0.069077682, 54, 21.64230264320599, 98, 'Low Risk'),
(110868, 90, 19, '06:46.0', 37.16263091, 95.88586867951354, 137, 79, 38, 'Male', 93.26474012999354, 1.5900730900950049, 0.10135132415527706, 58, 36.88784708661199, 98.33333333333333, 'High Risk'),
(110869, 67, 14, '05:46.0', 36.67049667729087, 95.36821431, 128, 75, 68, 'Male', 75.13401486481465, 1.7599441877378605, 0.070487768, 53, 24.25709591877843, 92.66666666666666, 'Low Risk'),
(110870, 82, 17, '04:46.0', 37.057707383606655, 95.55818101865951, 122, 70, 41, 'Female', 56.972747512876694, 1.8272195362138528, 0.096457156, 52, 17.064191013897215, 87.33333333333333, 'High Risk'),
(110871, 93, 16, '03:46.0', 37.16183994737528, 96.10216123786799, 135, 88, 74, 'Female', 87.19413507022075, 1.7817385576708809, 0.1285771968001242, 47, 27.466246737512243, 103.66666666666667, 'High Risk'),
(110872, 79, 15, '02:46.0', 36.48585581586831, 98.27971000168367, 122, 70, 85, 'Male', 54.81377575446989, 1.9827759089542765, 0.12628502332581892, 52, 13.942557740292214, 87.33333333333333, 'High Risk'),
(110873, 61, 15, '01:46.0', 37.30484963899743, 97.90040455598428, 118, 76, 41, 'Female', 98.75687297472007, 1.6207663934769545, 0.1330118138522523, 42, 37.594687915227624, 90, 'High Risk'),
(110874, 91, 16, '00:46.0', 36.74601916336431, 95.98561948420848, 111, 80, 80, 'Female', 84.30685824754687, 1.8618077050569872, 0.090182748, 31, 24.32166255912239, 90.33333333333333, 'High Risk'),
(110875, 97, 14, '59:46.0', 36.21304161693854, 97.25465855523798, 114, 82, 19, 'Female', 60.47087220681219, 1.9283125000631678, 0.079223948, 32, 16.262653158316855, 92.66666666666667, 'High Risk'),
(110876, 96, 15, '58:46.0', 37.322198522325266, 95.6592117, 132, 83, 41, 'Female', 94.96862338333545, 1.8656998038106707, 0.12326963562219721, 49, 27.283281943633423, 99.33333333333333, 'High Risk'),
(110877, 76, 16, '57:46.0', 37.09503382296691, 96.26610528409554, 131, 79, 76, 'Male', 54.30890093954483, 1.9903477240356784, 0.091216771, 52, 13.709231207725015, 96.33333333333333, 'High Risk'),
(110878, 82, 14, '56:46.0', 36.65137720639197, 97.58555118107604, 129, 87, 76, 'Male', 59.575649547374574, 1.6645489969234992, 0.11810339759704892, 42, 21.501839678231057, 101, 'Low Risk'),
(110879, 97, 16, '55:46.0', 36.714033886667984, 96.55326234474009, 124, 85, 52, 'Male', 72.44483292576916, 1.9073243663799442, 0.13560777770090693, 39, 19.913990755773188, 98, 'High Risk'),
(110880, 72, 17, '54:46.0', 36.68525567, 96.47540783056539, 127, 71, 66, 'Female', 91.24437909306027, 1.5549315304189018, 0.10776406785566739, 56, 37.73840839024095, 89.66666666666666, 'High Risk'),
(110881, 99, 18, '53:46.0', 36.44411690361502, 96.66197090233375, 115, 87, 31, 'Male', 62.55730639854487, 1.9167497939605278, 0.081164273, 28, 17.027354976755884, 96.33333333333333, 'High Risk'),
(110882, 60, 18, '52:46.0', 37.16412122807632, 97.73515811887223, 139, 83, 58, 'Female', 51.74322331414308, 1.6151492434826433, 0.10697408281888046, 56, 19.83481539041975, 101.66666666666666, 'Low Risk'),
(110883, 96, 17, '51:46.0', 37.488605885165455, 99.75830309372252, 123, 84, 52, 'Male', 59.1478414, 1.6655869853377738, 0.071157646, 39, 21.32083760819581, 97, 'High Risk'),
(110884, 90, 14, '50:46.0', 37.14563858, 96.45545644786804, 117, 78, 83, 'Male', 59.50883352109249, 1.7352798821861468, 0.071711357, 39, 19.762522331557996, 91, 'Low Risk'),
(110885, 72, 12, '49:46.0', 36.51501771012431, 95.18269388584899, 111, 79, 83, 'Female', 85.79134170599947, 1.962873080330299, 0.12534372929192178, 32, 22.266862225470764, 89.66666666666667, 'Low Risk'),
(110886, 71, 14, '48:46.0', 37.31649091834399, 95.98042337547388, 119, 77, 35, 'Male', 73.55243513074743, 1.535943120875916, 0.1269796614458218, 42, 31.177894942678897, 91, 'High Risk'),
(110887, 84, 19, '47:46.0', 36.80321731459947, 99.29720007795946, 119, 76, 19, 'Female', 69.31220833903369, 1.5928526671736352, 0.12450459877490469, 43, 27.318605198929998, 90.33333333333333, 'Low Risk'),
(110888, 91, 17, '46:46.0', 36.63896668358348, 96.09939179247232, 110, 78, 33, 'Male', 83.64453584, 1.9207722907567735, 0.064100132, 32, 22.67179008, 88.66666666666667, 'High Risk'),
(110889, 86, 15, '45:46.0', 36.150918037925656, 95.98155930670043, 111, 89, 81, 'Female', 67.06595667227606, 1.9980900238073078, 0.11596480702876057, 22, 16.79855869, 96.33333333333333, 'High Risk'),
(110890, 79, 13, '44:46.0', 36.96810196640864, 98.37628453234156, 117, 83, 49, 'Female', 98.52162275677802, 1.988507584314903, 0.142495053, 34, 24.915927184961706, 94.33333333333333, 'Low Risk'),
(110891, 90, 19, '43:46.0', 37.32534432073902, 97.90452462658835, 123, 85, 23, 'Female', 97.55075420297155, 1.5048598503307888, 0.11576838310651062, 38, 43.07631268, 97.66666666666667, 'High Risk'),
(110892, 82, 12, '42:46.0', 36.014892261310116, 96.29601610193777, 129, 88, 62, 'Female', 70.85985392933686, 1.8824333067511627, 0.1072023269195339, 41, 19.99682546, 101.66666666666667, 'Low Risk'),
(110893, 91, 13, '41:46.0', 36.95903513388645, 95.78551363860886, 137, 74, 65, 'Female', 99.31241728582097, 1.6345612883125729, 0.13616295425058636, 63, 37.170733773325075, 95, 'High Risk'),
(110894, 90, 14, '40:46.0', 36.835549107783635, 99.22167528529059, 118, 87, 57, 'Male', 72.51506734009416, 1.7699841202039086, 0.10728659279287756, 31, 23.146723009100977, 97.33333333333333, 'Low Risk'),
(110895, 66, 14, '39:46.0', 36.36459501513483, 95.37879200958636, 112, 79, 43, 'Male', 84.92215633289476, 1.6581113532394542, 0.1018534384539935, 33, 30.888273013827757, 90, 'High Risk'),
(110896, 78, 16, '38:46.0', 37.27135846, 96.16042717, 137, 84, 59, 'Female', 65.27618903790838, 1.6911990314851428, 0.12547793076206853, 53, 22.82261210158702, 101.66666666666666, 'Low Risk'),
(110897, 83, 19, '37:46.0', 36.110328162765335, 99.21967427010452, 138, 83, 28, 'Female', 79.06352044241521, 1.8240528626515047, 0.14296591451268786, 55, 23.763002152257982, 101.33333333333333, 'Low Risk'),
(110898, 63, 18, '36:46.0', 36.97176287143587, 98.63855749059339, 113, 76, 19, 'Male', 53.98527688739061, 1.9037767461749115, 0.10084604511808207, 37, 14.895095690578508, 88.33333333333333, 'High Risk'),
(110899, 84, 14, '35:46.0', 36.82342959307247, 96.63422208578928, 139, 81, 56, 'Female', 74.98445678269115, 1.681031186002544, 0.063123803, 58, 26.53503768675098, 100.33333333333333, 'Low Risk'),
(110900, 68, 19, '34:46.0', 37.07358012317816, 96.18976815503996, 135, 77, 19, 'Female', 59.32595148414784, 1.5567606285852305, 0.1114276624206002, 58, 24.479414903614593, 96.33333333333333, 'Low Risk'),
(110901, 91, 13, '33:46.0', 37.01735585460109, 98.91760987562488, 139, 84, 69, 'Male', 72.15029937652064, 1.6776287368542826, 0.14661529437730708, 55, 25.635773392383584, 102.33333333333333, 'High Risk'),
(110902, 62, 14, '32:46.0', 37.232284988776016, 96.76007887477145, 115, 84, 36, 'Female', 61.61555932935018, 1.6079034605791003, 0.054672838, 31, 23.832546849314912, 94.33333333333333, 'Low Risk'),
(110903, 77, 19, '31:46.0', 36.16446438, 95.31229631089603, 135, 76, 83, 'Female', 61.30426200135996, 1.6843839374793004, 0.10225201998163291, 59, 21.60769724273837, 95.66666666666666, 'Low Risk'),
(110904, 64, 15, '30:46.0', 37.289730042730355, 96.43387863, 119, 72, 27, 'Female', 69.89372186134395, 1.7499051516363728, 0.090204656, 47, 22.82491390239141, 87.66666666666667, 'Low Risk'),
(110905, 61, 19, '29:46.0', 36.79475448408489, 99.06751376668078, 118, 75, 56, 'Female', 68.26244120981059, 1.6661302566814757, 0.14689406797144938, 43, 24.590304870434636, 89.33333333333333, 'Low Risk'),
(110906, 62, 17, '28:46.0', 37.023686966032315, 98.44085399869485, 112, 80, 27, 'Male', 91.84197239052823, 1.764447629597981, 0.14230028647023674, 32, 29.50011145223548, 90.66666666666667, 'Low Risk'),
(110907, 67, 13, '27:46.0', 36.421992415478464, 99.21688280912073, 132, 85, 47, 'Male', 69.20038244729362, 1.8264418175882433, 0.13720211687755213, 47, 20.74420571426326, 100.66666666666667, 'Low Risk'),
(110908, 80, 15, '26:46.0', 36.38417932093792, 99.02806965996207, 119, 76, 74, 'Female', 57.316387257838514, 1.5706359634243272, 0.13513652962580308, 43, 23.234200536059145, 90.33333333333333, 'Low Risk'),
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(111084, 83, 12, '30:46.0', 36.940053029309766, 97.97740864535861, 123, 89, 19, 'Male', 98.07093859572241, 1.9038726283666902, 0.10488466054268383, 34, 27.05605988427164, 100.33333333333333, 'Low Risk'),
(111085, 64, 15, '29:46.0', 36.00028582081287, 99.79268343049529, 125, 82, 57, 'Male', 93.83708910644387, 1.913891786, 0.1052130668311979, 43, 25.617678440128117, 96.33333333333333, 'Low Risk'),
(111086, 77, 12, '28:46.0', 36.484570132990214, 99.16714968116051, 120, 78, 47, 'Female', 88.88292857082044, 1.862218360521697, 0.065938166, 42, 25.63050404733502, 92, 'Low Risk'),
(111087, 62, 15, '27:46.0', 36.38574869814384, 98.23537572928925, 125, 86, 56, 'Male', 90.51765868673098, 1.8287499539774243, 0.14756881131437688, 39, 27.06603603178809, 99, 'Low Risk'),
(111088, 89, 18, '26:46.0', 36.58043606, 99.19813578336338, 120, 79, 55, 'Female', 70.18524272332037, 1.8660979563120086, 0.052705102, 41, 20.154727545836945, 92.66666666666667, 'Low Risk'),
(111089, 82, 13, '25:46.0', 36.64389275312599, 99.00412143218503, 110, 72, 50, 'Female', 63.385387800664255, 1.8321522089560425, 0.12302184441970354, 38, 18.882785104483798, 84.66666666666667, 'Low Risk'),
(111090, 84, 17, '24:46.0', 37.439328163766405, 96.02186576335257, 138, 74, 50, 'Male', 51.762211172388675, 1.712892593303968, 0.08207085, 64, 17.642192532933375, 95.33333333333333, 'High Risk'),
(111091, 78, 12, '23:46.0', 36.91659762088385, 96.89298351, 139, 82, 27, 'Male', 89.70971598885824, 1.9840083652784242, 0.075605314, 57, 22.79042814, 101, 'Low Risk'),
(111092, 79, 16, '22:46.0', 37.42755266174585, 97.91980046207821, 137, 80, 21, 'Female', 66.17723645256835, 1.8263544690588922, 0.13133856980342362, 57, 19.83985454453028, 99, 'Low Risk'),
(111093, 65, 19, '21:46.0', 37.184389260081936, 96.55104786632883, 125, 76, 55, 'Male', 83.1548537, 1.5730338817712888, 0.070332103, 49, 33.60558420968147, 92.33333333333333, 'High Risk'),
(111094, 71, 17, '20:46.0', 36.90088501, 99.97360663260095, 116, 71, 85, 'Female', 65.13742292525953, 1.7690150395458222, 0.1150057170946556, 45, 20.814573767261034, 86, 'Low Risk'),
(111095, 73, 16, '19:46.0', 37.03139996274376, 99.55823098778293, 136, 83, 49, 'Male', 55.764545902097666, 1.6841782677848625, 0.087898676, 53, 19.659933839044577, 100.66666666666666, 'Low Risk'),
(111096, 95, 13, '18:46.0', 36.133107800265776, 99.66477235003626, 118, 85, 40, 'Male', 82.12904195524675, 1.8846871579185376, 0.083127075, 33, 23.121617591563325, 96, 'High Risk'),
(111097, 73, 19, '17:46.0', 36.25942367719703, 96.43515228427376, 138, 88, 27, 'Male', 85.89079342950576, 1.579533145417518, 0.10831298539854109, 50, 34.42620314981978, 104.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(111099, 78, 13, '15:46.0', 36.16676488184682, 99.63965635111771, 123, 76, 63, 'Male', 55.262465769404464, 1.771062206565054, 0.058779881, 47, 17.61824430105897, 91.66666666666667, 'High Risk'),
(111100, 91, 16, '14:46.0', 37.44971076243898, 97.26567130068395, 110, 81, 87, 'Female', 60.761340365166966, 1.9229368723408218, 0.066214834, 29, 16.432259751666656, 90.66666666666667, 'High Risk'),
(111101, 81, 17, '13:46.0', 36.60710449720446, 95.63398706, 120, 75, 77, 'Female', 75.99701168248515, 1.544775128270092, 0.13597096171850304, 45, 31.846813060704466, 90, 'High Risk'),
(111102, 75, 18, '12:46.0', 36.67088753056836, 98.76449757, 132, 86, 45, 'Female', 82.40806543092458, 1.9055725953730427, 0.1451372296095519, 46, 22.694400878793545, 101.33333333333333, 'Low Risk'),
(111103, 96, 14, '11:46.0', 37.3628236, 97.76633860384311, 123, 71, 19, 'Male', 75.45516572673928, 1.9699506365990465, 0.14764522403098965, 52, 19.44367216732039, 88.33333333333333, 'High Risk'),
(111104, 83, 15, '10:46.0', 36.67287736, 95.31585421637959, 113, 83, 42, 'Male', 82.64137630808082, 1.5418504679734817, 0.075107491, 30, 34.762662134582214, 93, 'High Risk'),
(111105, 84, 16, '09:46.0', 36.13973099110969, 99.72719496370425, 139, 73, 70, 'Male', 58.94162634896372, 1.9968981585472856, 0.072470718, 66, 14.781220034181663, 95, 'High Risk'),
(111106, 99, 18, '08:46.0', 36.411155035546884, 98.10540895502885, 124, 79, 25, 'Male', 92.32897072483331, 1.5746071745280095, 0.1220425902371933, 45, 37.23861690172622, 94, 'High Risk'),
(111107, 69, 14, '07:46.0', 36.50845842062432, 96.94379562, 113, 76, 74, 'Male', 56.322515748605284, 1.772187561335804, 0.062537418, 37, 17.933401722435576, 88.33333333333333, 'High Risk'),
(111108, 65, 14, '06:46.0', 36.874407398565005, 99.40031457110543, 132, 73, 78, 'Female', 51.991985659696674, 1.7308638885401924, 0.099229631, 59, 17.354438620663995, 92.66666666666666, 'High Risk'),
(111109, 89, 19, '05:46.0', 37.20921369818913, 99.46987458337539, 117, 74, 76, 'Female', 77.25810510844278, 1.8235793072341382, 0.11116969295902855, 43, 23.23243555661755, 88.33333333333333, 'Low Risk'),
(111110, 68, 19, '04:46.0', 37.29107092860981, 97.99306588833376, 129, 79, 51, 'Female', 78.94757525059715, 1.9787430607371037, 0.053876441, 50, 20.16322453, 95.66666666666666, 'Low Risk'),
(111111, 89, 13, '03:46.0', 37.08052628783593, 98.82993513237851, 119, 76, 89, 'Male', 66.56616583617662, 1.824332318, 0.052173134, 43, 20.000720431043707, 90.33333333333333, 'Low Risk'),
(111112, 69, 14, '02:46.0', 36.099551301650294, 98.06329127356018, 136, 76, 27, 'Female', 77.06757561325863, 1.9188313142957836, 0.088212868, 60, 20.93139158587744, 96, 'Low Risk'),
(111113, 90, 18, '01:46.0', 36.67166512274255, 96.72374111335975, 114, 82, 46, 'Female', 79.05521671775975, 1.6716928363192487, 0.10801840377945948, 32, 28.28899837911973, 92.66666666666667, 'Low Risk'),
(111114, 87, 13, '00:46.0', 37.19445133479581, 98.77074549995918, 121, 72, 60, 'Female', 61.75999019756127, 1.9073950819005514, 0.11190671020127334, 49, 16.97563002348737, 88.33333333333333, 'High Risk'),
(111115, 75, 12, '59:46.0', 37.355521879701165, 98.52511735, 130, 74, 48, 'Female', 81.80031878924315, 1.6345577529073532, 0.11756705575907007, 56, 30.616423488702385, 92.66666666666666, 'High Risk'),
(111116, 95, 17, '58:46.0', 36.70319323556965, 96.44126391392685, 136, 85, 33, 'Female', 75.31483021773577, 1.9544300421267249, 0.1278620228032149, 51, 19.716973013704198, 102, 'High Risk'),
(111117, 87, 14, '57:46.0', 36.37187519779621, 96.84506376958424, 123, 73, 81, 'Female', 88.00667201010434, 1.9320630064051152, 0.086650006, 50, 23.57615772223239, 89.66666666666666, 'Low Risk'),
(111118, 74, 18, '56:46.0', 36.31161578758861, 99.29642368491606, 131, 73, 70, 'Female', 87.69768691122698, 1.8757664410942412, 0.11494635659647226, 58, 24.92473876748351, 92.33333333333333, 'Low Risk'),
(111119, 84, 12, '55:46.0', 36.258147912555344, 96.50944463307182, 130, 73, 72, 'Male', 65.05629075611697, 1.9287293908307093, 0.083592235, 57, 17.488264010268956, 92, 'High Risk'),
(111120, 60, 13, '54:46.0', 36.91566763831336, 96.01042997, 114, 80, 19, 'Female', 56.38649004686661, 1.8750664203515879, 0.097276538, 34, 16.037687571324287, 91.33333333333333, 'High Risk'),
(111121, 80, 18, '53:46.0', 36.29771892263803, 95.82123857488924, 139, 76, 42, 'Male', 70.77724229344338, 1.650814997231019, 0.091720395, 63, 25.971487590117047, 97, 'Low Risk'),
(111122, 79, 12, '52:46.0', 37.38458091726459, 97.53487535, 134, 76, 40, 'Female', 96.64446800787279, 1.6196592371185656, 0.092365906, 58, 36.840854548151235, 95.33333333333333, 'High Risk'),
(111123, 97, 12, '51:46.0', 37.36159838722621, 98.71012273204464, 127, 76, 38, 'Female', 60.17851019, 1.677410630088656, 0.10617325451186181, 51, 21.387629398596392, 93, 'High Risk'),
(111124, 96, 12, '50:46.0', 36.77316194873473, 99.21897200236575, 119, 73, 28, 'Male', 58.79030621690845, 1.7106126400655697, 0.08787432, 46, 20.091037704202098, 88.33333333333333, 'High Risk'),
(111125, 90, 15, '49:46.0', 36.44405732183261, 95.57793259497093, 119, 88, 74, 'Female', 97.76630166056589, 1.8437235389563664, 0.11576868768741208, 31, 28.76057642845711, 98.33333333333333, 'Low Risk'),
(111126, 95, 19, '48:46.0', 37.15399214222914, 95.98511653499322, 133, 89, 83, 'Male', 74.86999515217602, 1.7324740388063251, 0.10520922477525278, 44, 24.94447306, 103.66666666666667, 'High Risk'),
(111127, 91, 18, '47:46.0', 36.446995540183266, 96.97723108573194, 136, 89, 60, 'Female', 98.88068652369054, 1.6901517341931034, 0.067568484, 47, 34.614660970303795, 104.66666666666667, 'High Risk'),
(111128, 78, 17, '46:46.0', 36.08958682599744, 96.98175645067164, 118, 75, 87, 'Male', 87.58949812259885, 1.870689994109749, 0.11318108341961854, 43, 25.029281990517305, 89.33333333333333, 'Low Risk'),
(111129, 76, 18, '45:46.0', 36.10861460657039, 99.16395981, 133, 82, 48, 'Female', 87.67003118, 1.5530360971039185, 0.079739995, 51, 36.348631176238754, 99, 'High Risk'),
(111130, 66, 14, '44:46.0', 37.02064217345386, 97.90989778106562, 130, 80, 77, 'Female', 64.56712536662046, 1.5137482658024883, 0.11825999939629786, 50, 28.177608719173524, 96.66666666666666, 'Low Risk'),
(111131, 78, 18, '43:46.0', 36.485836841803085, 98.48361411420447, 120, 72, 55, 'Male', 60.859080109994736, 1.5745338065364836, 0.088110399, 48, 24.548298990305177, 88, 'Low Risk'),
(111132, 88, 15, '42:46.0', 36.54697293963039, 98.03211659, 111, 70, 80, 'Male', 79.43574532341789, 1.6818031222802614, 0.08366974, 41, 28.084433365576935, 83.66666666666667, 'Low Risk'),
(111133, 81, 13, '41:46.0', 37.007851070019846, 97.87804308334785, 138, 85, 80, 'Male', 76.62261263207891, 1.897662674242771, 0.12055109510187727, 53, 21.277417996867786, 102.66666666666666, 'Low Risk'),
(111134, 63, 18, '40:46.0', 37.06359877392787, 98.45944322163636, 124, 81, 76, 'Male', 85.11373646251523, 1.5443862112821474, 0.1390304642753121, 43, 35.685174547974405, 95.33333333333333, 'High Risk'),
(111135, 60, 19, '39:46.0', 36.32150968578048, 95.15088434, 115, 70, 77, 'Female', 81.14916506486524, 1.9061551643169796, 0.11555388634566956, 45, 22.33405368111052, 85, 'Low Risk'),
(111136, 82, 16, '38:46.0', 36.51814839831181, 99.62135794700949, 112, 70, 71, 'Female', 93.43625806179912, 1.6129179664931272, 0.096879058, 42, 35.916241102685404, 84, 'High Risk'),
(111137, 65, 17, '37:46.0', 36.29788331220833, 96.71718923191568, 124, 80, 59, 'Male', 53.00778971006799, 1.6658204328564525, 0.11852186866498106, 44, 19.10219728130081, 94.66666666666667, 'Low Risk'),
(111138, 95, 15, '36:46.0', 36.971944441517614, 99.81446143526057, 135, 85, 61, 'Female', 84.25182630439788, 1.7427805132206526, 0.058584675172792255, 50, 27.739200087806662, 101.66666666666666, 'High Risk'),
(111139, 85, 16, '35:46.0', 36.42797584707555, 98.38601283320519, 124, 78, 30, 'Female', 71.38533094065603, 1.567962788349866, 0.09492461, 46, 29.03604588711438, 93.33333333333333, 'Low Risk'),
(111140, 68, 12, '34:46.0', 37.03959358077618, 96.83546255771056, 138, 72, 37, 'Male', 97.97253102891372, 1.9134345679155715, 0.14362306296009353, 66, 26.75944467819846, 94, 'Low Risk'),
(111141, 61, 12, '33:46.0', 37.21538046, 99.51951105589676, 138, 86, 48, 'Female', 86.16462442739015, 1.987210868234811, 0.064584393, 52, 21.81931398637972, 103.33333333333333, 'Low Risk'),
(111142, 66, 15, '32:46.0', 37.12562276155906, 95.65227786874502, 121, 76, 48, 'Male', 72.76190624, 1.8421386212369102, 0.1481452205145703, 45, 21.441711719285188, 91, 'Low Risk'),
(111143, 74, 13, '31:46.0', 36.84633834684357, 98.92032276736367, 126, 84, 33, 'Male', 55.00164875261329, 1.895001809, 0.1309058393900363, 42, 15.316391216893036, 98, 'High Risk'),
(111144, 62, 14, '30:46.0', 37.47432259227459, 97.63778312159155, 115, 87, 67, 'Male', 81.01328407, 1.7052418316114477, 0.064198725, 28, 27.860203350459095, 96.33333333333333, 'Low Risk'),
(111145, 82, 16, '29:46.0', 37.13216183236086, 98.29506576102311, 112, 76, 34, 'Male', 70.32565284683166, 1.8853026140460751, 0.11027687322842888, 36, 19.785709717230596, 88, 'Low Risk'),
(111146, 83, 17, '28:46.0', 36.14460238159162, 97.12679636035718, 129, 80, 32, 'Male', 79.2491752, 1.6475991016792135, 0.070671835, 49, 29.19386920228408, 96.33333333333333, 'Low Risk'),
(111147, 92, 17, '27:46.0', 36.54963883760518, 98.70963302726241, 130, 83, 78, 'Male', 87.16572510616984, 1.696525801230113, 0.093773291, 47, 30.284806941000475, 98.66666666666667, 'High Risk'),
(111148, 62, 13, '26:46.0', 36.179351923481846, 95.18244005326869, 136, 70, 31, 'Male', 59.51950690653382, 1.9863585632067826, 0.14366306700271475, 66, 15.084955407043058, 92, 'High Risk'),
(111149, 63, 17, '25:46.0', 37.18405461588169, 97.48689142921079, 111, 77, 86, 'Male', 94.49711453505859, 1.981370451768633, 0.052927307734640876, 34, 24.070614826329994, 88.33333333333333, 'Low Risk'),
(111150, 71, 17, '24:46.0', 36.428030514100726, 98.93556491961874, 114, 86, 65, 'Male', 70.83111845713898, 1.7300883554512558, 0.10587487179169028, 28, 23.66396604117228, 95.33333333333333, 'Low Risk'),
(111151, 68, 19, '23:46.0', 36.34431069517912, 98.81465619780269, 127, 73, 18, 'Female', 87.61846841174724, 1.5469782383045905, 0.1334067460351146, 54, 36.61231991314162, 91, 'High Risk'),
(111152, 96, 15, '22:46.0', 37.430094419469846, 95.05937411, 136, 72, 31, 'Female', 57.34346755529749, 1.5486813661826733, 0.1354671, 64, 23.908911546485022, 93.33333333333333, 'High Risk'),
(111153, 90, 12, '21:46.0', 36.03649638637018, 96.78211029343787, 112, 76, 27, 'Female', 91.60364661714473, 1.5434169735524943, 0.11262605308565132, 36, 38.45441585889157, 88, 'High Risk'),
(111154, 91, 13, '20:46.0', 36.03117587166297, 98.50265138367044, 126, 73, 74, 'Male', 65.76165129, 1.5798399212256693, 0.084579138, 53, 26.34793249691435, 90.66666666666666, 'High Risk'),
(111155, 93, 17, '19:46.0', 37.02863777702903, 99.14976961222791, 127, 86, 52, 'Male', 92.58020494314269, 1.8496043846936883, 0.10488999049432232, 41, 27.06203462, 99.66666666666667, 'High Risk'),
(111156, 67, 14, '18:46.0', 36.189786723935704, 95.14610934797065, 129, 74, 49, 'Female', 93.05628940097438, 1.751087553974421, 0.10365344057942413, 55, 30.347995335792394, 92.33333333333333, 'High Risk'),
(111157, 98, 15, '17:46.0', 36.15782993495911, 99.08245480820707, 135, 73, 81, 'Female', 50.40012711479089, 1.9683067862482333, 0.06768929, 62, 13.009064056074097, 93.66666666666666, 'High Risk'),
(111158, 83, 13, '16:46.0', 36.41200082452512, 95.42929529618873, 118, 81, 32, 'Female', 55.46405457233847, 1.7987833979069041, 0.066626886, 37, 17.141699339141372, 93.33333333333333, 'High Risk'),
(111159, 84, 17, '15:46.0', 37.250233164201326, 98.32281674282399, 134, 83, 84, 'Male', 96.17620908474008, 1.619377388870472, 0.12377126668017717, 51, 36.675117404874555, 100, 'High Risk'),
(111160, 84, 17, '14:46.0', 37.0864247, 99.92356264, 117, 80, 65, 'Female', 96.97416835894381, 1.944647436, 0.14790023023326448, 37, 25.643323617067644, 92.33333333333333, 'Low Risk'),
(111161, 84, 12, '13:46.0', 36.64043678266531, 98.84191905808237, 117, 78, 60, 'Female', 50.09811205399012, 1.5937717069377981, 0.062594786, 39, 19.72282558, 91, 'Low Risk'),
(111162, 89, 19, '12:46.0', 36.76175751235607, 98.47569523601558, 126, 87, 84, 'Female', 61.40090173192966, 1.9881757745114137, 0.063014518, 39, 15.533352355363377, 100, 'High Risk'),
(111163, 92, 13, '11:46.0', 36.158273590321066, 98.50007444, 125, 82, 32, 'Male', 97.76822211211325, 1.6655181451149452, 0.11789321693485671, 43, 35.24511895773653, 96.33333333333333, 'High Risk'),
(111164, 92, 15, '10:46.0', 36.83032343730525, 99.61454279672586, 127, 73, 20, 'Male', 52.43881748755291, 1.534371973010759, 0.10131981323103478, 54, 22.27365946, 91, 'High Risk'),
(111165, 93, 14, '09:46.0', 36.714095883914794, 96.56381372250776, 114, 75, 19, 'Female', 91.04873292736076, 1.6967964852815038, 0.11183265153077146, 39, 31.62382474287771, 88, 'High Risk'),
(111166, 85, 12, '08:46.0', 36.03097160892436, 95.55763895508494, 139, 86, 74, 'Female', 56.34046646453224, 1.866035783707387, 0.08338385, 53, 16.180073981157577, 103.66666666666666, 'High Risk'),
(111167, 91, 12, '07:46.0', 37.293698053725116, 96.53436974556098, 134, 73, 86, 'Male', 91.63411933911576, 1.9239594436467626, 0.11633590111634254, 61, 24.75513985894836, 93.33333333333333, 'High Risk'),
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(111344, 86, 19, '10:46.0', 36.81567310418643, 95.38706085430329, 112, 75, 54, 'Male', 68.25306886760828, 1.8884514882932364, 0.076905423, 37, 19.13861551, 87.33333333333333, 'Low Risk'),
(111345, 62, 14, '09:46.0', 36.31495462624058, 96.26936131737112, 133, 73, 46, 'Male', 58.05380028788081, 1.5919968998563032, 0.12996140313902454, 60, 22.90583980989355, 93, 'Low Risk'),
(111346, 69, 14, '08:46.0', 36.657066829671166, 97.90097671110027, 126, 75, 73, 'Female', 93.65866196850021, 1.8815194918427882, 0.10369795044946137, 51, 26.45638521423874, 92, 'Low Risk'),
(111347, 60, 13, '07:46.0', 36.57488369093953, 97.92823649612718, 124, 74, 63, 'Male', 71.31601801325854, 1.5739305095482552, 0.1330535998742005, 50, 28.78829723691587, 90.66666666666666, 'Low Risk'),
(111348, 68, 17, '06:46.0', 36.907294575781954, 98.93853943381387, 121, 80, 71, 'Female', 53.85042952052875, 1.9016830556130342, 0.090323285, 41, 14.890624015665978, 93.66666666666667, 'High Risk'),
(111349, 95, 16, '05:46.0', 37.178344241382526, 98.50850197229956, 135, 73, 72, 'Male', 81.81792175589193, 1.705000957093965, 0.10748141748735962, 62, 28.144866280728813, 93.66666666666666, 'High Risk'),
(111350, 82, 16, '04:46.0', 36.022605265183024, 98.31112570754715, 126, 72, 46, 'Female', 96.61032259690109, 1.799028075057067, 0.068802029, 54, 29.85022785520236, 90, 'Low Risk'),
(111351, 75, 18, '03:46.0', 37.09134405232109, 97.57950494740847, 110, 77, 57, 'Female', 57.53000072129145, 1.6309358039131017, 0.11917917835404122, 33, 21.628213384521743, 88, 'Low Risk'),
(111352, 76, 15, '02:46.0', 36.187048581544126, 96.47695980449993, 129, 73, 85, 'Female', 75.87918175, 1.819048842282927, 0.14759997565037591, 56, 22.931576810873185, 91.66666666666666, 'Low Risk'),
(111353, 99, 13, '01:46.0', 37.40742770791824, 96.89683833470907, 122, 79, 50, 'Female', 77.21065238724731, 1.937535933819976, 0.13847572775981204, 43, 20.567319307477675, 93.33333333333333, 'High Risk'),
(111354, 91, 12, '00:46.0', 36.20774280899416, 98.39629758875543, 138, 89, 46, 'Male', 80.60873914698334, 1.614640008769124, 0.13266378853153168, 49, 30.919375174193693, 105.33333333333333, 'High Risk'),
(111355, 98, 12, '59:46.0', 36.70844709826744, 98.05955097104739, 128, 77, 19, 'Female', 56.70861940399162, 1.6540490063409288, 0.053484563902013005, 51, 20.72775796745195, 94, 'High Risk'),
(111356, 68, 14, '58:46.0', 37.418091223161184, 98.07136789119112, 129, 79, 59, 'Female', 56.871534422223796, 1.581824654912214, 0.14418568744922078, 50, 22.72889201031623, 95.66666666666666, 'Low Risk'),
(111357, 89, 16, '57:46.0', 36.74966865043031, 95.03622198036285, 114, 86, 46, 'Female', 73.03076871737801, 1.5586743061681707, 0.051416646, 28, 30.06042519661679, 95.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(111358, 72, 12, '56:46.0', 37.23774364109971, 97.39193673276023, 138, 72, 29, 'Male', 90.74375217051482, 1.6852718953306915, 0.11579129918667719, 66, 31.950435077092727, 94, 'High Risk'),
(111359, 82, 18, '55:46.0', 36.52523126408927, 97.79515544600837, 136, 84, 77, 'Male', 95.30299687640674, 1.7884058834467293, 0.13383080440530354, 52, 29.797126021184233, 101.33333333333333, 'Low Risk'),
(111360, 67, 16, '54:46.0', 36.49772220548823, 97.86110955190628, 118, 81, 20, 'Female', 86.95377928110803, 1.8557060049604992, 0.11167438402846369, 37, 25.25050779503936, 93.33333333333333, 'Low Risk'),
(111361, 92, 19, '53:46.0', 37.28823650377164, 98.93923992754046, 117, 76, 69, 'Female', 56.384728684320976, 1.8454436725875139, 0.057634499225294004, 41, 16.556171138326462, 89.66666666666667, 'High Risk'),
(111362, 75, 16, '52:46.0', 36.75116506602361, 96.90832555364378, 126, 85, 43, 'Male', 54.86605727301761, 1.9078436590419292, 0.089808523, 41, 15.073641655409292, 98.66666666666667, 'High Risk'),
(111363, 99, 18, '51:46.0', 36.16480548191436, 98.31708866942903, 114, 89, 28, 'Male', 57.318631158597455, 1.7331790116635437, 0.12077272998892863, 25, 19.081344300402062, 97.33333333333333, 'High Risk'),
(111364, 93, 12, '50:46.0', 36.25904671150185, 95.05636687765002, 120, 73, 88, 'Female', 50.70980548303689, 1.6745300433936166, 0.11160552850172983, 47, 18.084481310160637, 88.66666666666667, 'High Risk'),
(111365, 80, 18, '49:46.0', 37.19747836, 98.41844755425987, 112, 78, 31, 'Female', 97.15200089633916, 1.7652609228123912, 0.090977096, 34, 31.17697212526238, 89.33333333333333, 'High Risk'),
(111366, 79, 16, '48:46.0', 36.348210716863825, 98.31930374243035, 120, 79, 44, 'Female', 92.89527189647897, 1.7517077387233706, 0.099369026, 41, 30.2740353, 92.66666666666667, 'High Risk'),
(111367, 87, 18, '47:46.0', 37.08808413665118, 98.23512211553766, 115, 78, 85, 'Female', 71.93972224, 1.5943266366876485, 0.088482922, 37, 28.301806194297306, 90.33333333333333, 'Low Risk'),
(111368, 79, 12, '46:46.0', 36.791484483777815, 98.06075571462155, 119, 88, 23, 'Female', 61.36135334583244, 1.752017148221903, 0.14928273071904208, 31, 19.990249948662083, 98.33333333333333, 'Low Risk'),
(111369, 71, 12, '45:46.0', 36.764329554091205, 96.68339805639361, 125, 86, 36, 'Female', 59.463038058801075, 1.8431277877396726, 0.1028155318013882, 39, 17.503955504874057, 99, 'High Risk'),
(111370, 77, 18, '44:46.0', 36.78142752645013, 98.68284760824007, 119, 87, 88, 'Male', 52.85293458678266, 1.8843963907480101, 0.067204832, 32, 14.884168517362244, 97.66666666666667, 'High Risk'),
(111371, 75, 14, '43:46.0', 36.34732962687465, 97.06400499, 114, 77, 55, 'Male', 73.67217706, 1.5896676671216305, 0.078212857, 37, 29.153508094371936, 89.33333333333333, 'Low Risk'),
(111372, 85, 13, '42:46.0', 36.01332394018163, 96.77857313160108, 133, 88, 78, 'Male', 86.15964256372602, 1.7753037911184384, 0.1248265765363658, 45, 27.337483102737632, 103, 'Low Risk'),
(111373, 62, 16, '41:46.0', 36.48014866862542, 98.15109434097616, 125, 73, 45, 'Male', 83.68345658494655, 1.510852539030495, 0.13396945615115252, 52, 36.66025260509361, 90.33333333333333, 'High Risk'),
(111374, 89, 14, '40:46.0', 37.07800426752288, 99.37566879815834, 114, 81, 83, 'Female', 86.20990860263265, 1.583650912582359, 0.083509406, 33, 34.37464913, 92, 'High Risk'),
(111375, 94, 12, '39:46.0', 36.81456714340637, 96.75391471329456, 133, 72, 19, 'Male', 84.37134542436314, 1.7715380243127095, 0.077682455, 61, 26.884008106258268, 92.33333333333333, 'High Risk'),
(111376, 86, 17, '38:46.0', 36.23071703835846, 98.66717896128829, 135, 85, 38, 'Female', 60.35730803504295, 1.839470851, 0.075105984, 50, 17.837912994089084, 101.66666666666666, 'High Risk'),
(111377, 75, 19, '37:46.0', 37.29664990886496, 97.82087433930731, 121, 71, 38, 'Female', 92.62416401234258, 1.5057485566445752, 0.12602204676648188, 50, 40.852570689854474, 87.66666666666666, 'High Risk'),
(111378, 74, 15, '36:46.0', 37.45511298313472, 99.99598923341598, 114, 89, 45, 'Female', 95.12164227220346, 1.9087863151992646, 0.093131909, 25, 26.107465592953744, 97.33333333333333, 'Low Risk'),
(111379, 72, 12, '35:46.0', 37.46296051039144, 97.65948022645637, 136, 88, 58, 'Male', 73.00195089070533, 1.5967468136988514, 0.056623443294899156, 48, 28.632703093898936, 104, 'Low Risk'),
(111380, 74, 12, '34:46.0', 36.893582485944776, 96.35544863353131, 111, 88, 25, 'Female', 99.89892437190915, 1.6163008996643473, 0.091045743, 23, 38.23986785269766, 95.66666666666667, 'High Risk'),
(111381, 91, 13, '33:46.0', 36.368706693737884, 96.57841829640968, 111, 71, 34, 'Male', 95.33471077954428, 1.5503031748372575, 0.11799385417624055, 40, 39.66594273, 84.33333333333333, 'High Risk'),
(111382, 69, 18, '32:46.0', 36.84969142130445, 95.1516856, 128, 70, 66, 'Female', 81.33505787, 1.6377297808567672, 0.11359500608478691, 58, 30.32447475022121, 89.33333333333333, 'High Risk'),
(111383, 67, 18, '31:46.0', 37.14033434089176, 99.16419846115983, 125, 87, 19, 'Male', 71.95475559, 1.7149550422730977, 0.080340022, 38, 24.46549592107239, 99.66666666666667, 'Low Risk'),
(111384, 74, 19, '30:46.0', 36.68342691505336, 96.67768633637134, 137, 80, 51, 'Female', 64.20630092736856, 1.9270127302721491, 0.074380861, 57, 17.29053703782547, 99, 'High Risk'),
(111385, 68, 19, '29:46.0', 36.17127386647017, 99.48050192, 116, 75, 34, 'Male', 98.14948767925064, 1.814098814477083, 0.12615719261185265, 41, 29.824018357034312, 88.66666666666667, 'Low Risk'),
(111386, 96, 12, '28:46.0', 36.88810896, 97.40526191, 136, 82, 80, 'Female', 94.06911381588421, 1.8400914095041199, 0.12806923465311681, 54, 27.78230386891015, 100, 'High Risk'),
(111387, 89, 17, '27:46.0', 36.56824744557216, 98.59857508320131, 118, 78, 68, 'Male', 89.77697109921377, 1.933755958, 0.13487051886508705, 40, 24.008311632961284, 91.33333333333333, 'Low Risk'),
(111388, 92, 17, '26:46.0', 36.18834946219734, 99.87352461, 128, 85, 64, 'Female', 67.29089540231853, 1.982974476053089, 0.088586986, 43, 17.112838778929916, 99.33333333333333, 'High Risk'),
(111389, 62, 12, '25:46.0', 36.345400976395794, 95.08308906476827, 129, 84, 89, 'Male', 53.94176512214501, 1.8732304207317754, 0.14471877518715315, 45, 15.37243798416286, 99, 'High Risk'),
(111390, 99, 13, '24:46.0', 36.67419261683226, 95.76217195963545, 136, 80, 83, 'Female', 90.94656156223837, 1.7200494341829766, 0.12186293666925987, 56, 30.740039897577628, 98.66666666666666, 'High Risk'),
(111391, 97, 18, '23:46.0', 37.011055796360004, 96.86335414984173, 117, 73, 21, 'Male', 98.40119756400942, 1.8165857444556348, 0.074810485, 44, 29.81869139758683, 87.66666666666667, 'High Risk'),
(111392, 60, 16, '22:46.0', 36.61114124818433, 99.26664519537132, 124, 74, 26, 'Male', 91.11979042343928, 1.9954537124439107, 0.092413923, 50, 22.883865995957446, 90.66666666666666, 'Low Risk'),
(111393, 69, 14, '21:46.0', 37.30037034704911, 99.35154265754458, 122, 82, 64, 'Male', 92.80482048429137, 1.9465676564843548, 0.050803672803651556, 40, 24.492410458356215, 95.33333333333333, 'Low Risk'),
(111394, 97, 17, '20:46.0', 37.177957270323766, 98.93345169840678, 114, 86, 23, 'Male', 82.20850276167045, 1.8780918745215784, 0.085841917, 28, 23.306822631591995, 95.33333333333333, 'High Risk'),
(111395, 66, 16, '19:46.0', 36.82319247302794, 97.83621227003421, 112, 71, 65, 'Male', 96.29349855, 1.5184588356290207, 0.070184554, 41, 41.76292611669204, 84.66666666666667, 'High Risk'),
(111396, 80, 17, '18:46.0', 36.46153198250974, 95.3605323, 119, 76, 89, 'Male', 54.88464692591937, 1.6335378431357954, 0.069161301, 43, 20.568019473555488, 90.33333333333333, 'Low Risk'),
(111397, 77, 12, '17:46.0', 37.04982022402186, 96.28359359877969, 113, 88, 49, 'Female', 96.32628217435146, 1.869392772974355, 0.1260410577194668, 25, 27.564091299031276, 96.33333333333333, 'Low Risk'),
(111398, 78, 15, '16:46.0', 36.40435938093618, 95.14663240414143, 122, 86, 47, 'Female', 79.05668963735387, 1.6158772055247002, 0.068486268, 36, 30.27763267606368, 98, 'High Risk'),
(111399, 81, 16, '15:46.0', 37.062932490787865, 96.47024218, 126, 86, 70, 'Female', 60.040822587488144, 1.8375923985684852, 0.10232486646456332, 40, 17.780675754039013, 99.33333333333333, 'High Risk'),
(111400, 83, 12, '14:46.0', 36.354002390223975, 98.10323274242238, 139, 76, 20, 'Female', 85.83028232593989, 1.6602432626972383, 0.073221576, 63, 31.13845698365354, 97, 'High Risk'),
(111401, 97, 17, '13:46.0', 36.804461323759874, 98.62590666344548, 127, 70, 23, 'Male', 59.92464853810301, 1.6628850857170723, 0.13816754627954697, 57, 21.67110314508477, 89, 'High Risk'),
(111402, 98, 13, '12:46.0', 36.13110466420566, 96.00993717006872, 124, 73, 63, 'Female', 88.64984348128044, 1.5657315647185297, 0.080176179, 51, 36.161243740467405, 90, 'High Risk'),
(111403, 82, 16, '11:46.0', 37.48666117, 96.67391394828869, 112, 73, 40, 'Female', 65.14799550893656, 1.902189414265948, 0.083758891, 39, 18.00501704, 86, 'High Risk'),
(111404, 86, 12, '10:46.0', 36.586093374918114, 98.62418762812885, 125, 77, 30, 'Female', 56.26379248051502, 1.6947706400957494, 0.06966794, 48, 19.588768739173474, 93, 'Low Risk'),
(111405, 74, 15, '09:46.0', 36.515961694391684, 99.47169611387963, 130, 83, 23, 'Female', 76.71922947220267, 1.5165211028528884, 0.11434442071602192, 47, 33.35856163330257, 98.66666666666667, 'High Risk'),
(111406, 77, 14, '08:46.0', 36.08082537885489, 98.49128463655175, 122, 75, 34, 'Male', 69.62151568796452, 1.7904815743313796, 0.13508392839074013, 47, 21.717196535841545, 90.66666666666667, 'Low Risk'),
(111407, 98, 14, '07:46.0', 36.45930407222786, 96.21341412021683, 137, 74, 43, 'Female', 54.27563787518986, 1.5505103351580147, 0.14535378866604526, 63, 22.57644752345515, 95, 'High Risk'),
(111408, 96, 13, '06:46.0', 37.26086435640124, 95.34384010746989, 138, 87, 74, 'Female', 68.98119186, 1.8186016499806044, 0.070409201, 51, 20.85717727015522, 104, 'High Risk'),
(111409, 64, 19, '05:46.0', 36.39611758825166, 96.51737361044164, 137, 82, 29, 'Female', 82.73588415110729, 1.6545188851937882, 0.074853207, 55, 30.22389660864978, 100.33333333333333, 'High Risk'),
(111410, 60, 17, '04:46.0', 37.38664420709826, 96.56344918917786, 114, 71, 43, 'Male', 95.83565584016245, 1.6708287277880347, 0.094346836, 43, 34.32916591508197, 85.33333333333333, 'High Risk'),
(111411, 61, 15, '03:46.0', 37.212199518568305, 99.61103545690399, 128, 81, 52, 'Male', 70.73472668031005, 1.649263134879034, 0.098654448, 47, 26.004755611345097, 96.66666666666667, 'Low Risk'),
(111412, 96, 12, '02:46.0', 36.613913593405954, 96.05279469785744, 119, 81, 68, 'Female', 65.92206521321057, 1.8908365584386866, 0.080336961, 38, 18.43838263870512, 93.66666666666667, 'High Risk'),
(111413, 61, 19, '01:46.0', 37.39662355, 95.23302011864195, 133, 85, 32, 'Male', 55.14272327959791, 1.6825109609273123, 0.13541775203942563, 48, 19.47925783110516, 101, 'Low Risk'),
(111414, 99, 12, '00:46.0', 37.20134851692378, 97.70043693, 127, 77, 39, 'Male', 84.28113028464803, 1.7051533742043612, 0.1378002414737941, 50, 28.987012227408428, 93.66666666666666, 'High Risk'),
(111415, 82, 13, '59:46.0', 37.47051064860395, 95.04405998862912, 137, 87, 52, 'Female', 96.12923408976037, 1.6098047315227408, 0.12189596080607958, 50, 37.094462542506236, 103.66666666666666, 'High Risk'),
(111416, 94, 15, '58:46.0', 36.100349615210405, 96.57277592291783, 130, 80, 57, 'Male', 65.78110687970958, 1.5344664549350218, 0.087526656, 50, 27.937425315599192, 96.66666666666666, 'High Risk'),
(111417, 72, 13, '57:46.0', 36.93282068824536, 99.39874286519502, 125, 83, 32, 'Female', 53.28469542964806, 1.644216260757695, 0.06898869, 42, 19.709908579446388, 97, 'Low Risk'),
(111418, 85, 12, '56:46.0', 37.05930039631794, 97.61037862775247, 121, 78, 29, 'Female', 54.110327463821584, 1.8180509273255288, 0.079392119, 43, 16.370731029866644, 92.33333333333333, 'High Risk'),
(111419, 97, 16, '55:46.0', 36.63411111561278, 97.27166152509119, 128, 79, 60, 'Male', 80.73931416433354, 1.951738561123745, 0.087660479, 49, 21.1954075, 95.33333333333333, 'High Risk'),
(111420, 91, 15, '54:46.0', 36.00613530427132, 96.47914126742265, 138, 77, 41, 'Male', 88.42920623387297, 1.619109243, 0.052728816, 61, 33.73210337601837, 97.33333333333333, 'High Risk'),
(111421, 82, 14, '53:46.0', 36.88425618514962, 98.96828595, 115, 79, 65, 'Male', 85.46478335725631, 1.6534926581723006, 0.10336368508877566, 36, 31.259545139957275, 91, 'High Risk'),
(111422, 98, 13, '52:46.0', 36.83872318184978, 95.71938611034814, 110, 71, 39, 'Female', 59.80222234646904, 1.5895931586983396, 0.05249725, 39, 23.667116762694768, 84, 'High Risk'),
(111423, 82, 16, '51:46.0', 37.47401270965115, 96.08362488396985, 128, 82, 60, 'Female', 88.16296367655944, 1.545566632537403, 0.13914402012933386, 46, 36.90716740242454, 97.33333333333333, 'High Risk'),
(111424, 99, 19, '50:46.0', 36.11217174740056, 96.10147541341072, 124, 74, 47, 'Female', 86.56952102077975, 1.9142540301705786, 0.066778355, 50, 23.624676723752817, 90.66666666666666, 'High Risk'),
(111425, 75, 14, '49:46.0', 36.47784277194865, 98.79977299963302, 110, 80, 82, 'Male', 83.34486880328055, 1.6636839790534879, 0.061833692, 30, 30.111833360465766, 90, 'High Risk'),
(111426, 85, 17, '48:46.0', 36.29398564470946, 95.63811178661152, 129, 79, 22, 'Female', 96.71997498609207, 1.5087150748353158, 0.10647506486560038, 50, 42.49146610263294, 95.66666666666666, 'High Risk'),
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(111603, 91, 12, '51:46.0', 37.19347364, 99.66010664701733, 120, 81, 73, 'Female', 72.24776375893656, 1.9090971266720793, 0.067222221, 39, 19.82295345, 94, 'High Risk'),
(111604, 93, 13, '50:46.0', 37.209472044134934, 98.80258488810111, 131, 81, 84, 'Female', 51.354327457427935, 1.5181277020236472, 0.094359434, 50, 22.28232148061932, 97.66666666666666, 'High Risk'),
(111605, 92, 14, '49:46.0', 37.215184969830815, 98.04668768285465, 128, 74, 52, 'Male', 91.82439454918233, 1.9825831631447097, 0.07188682, 54, 23.361205305596584, 92, 'High Risk'),
(111606, 71, 18, '48:46.0', 36.27343245, 99.52253040568182, 129, 81, 56, 'Female', 52.265479064899075, 1.6813286869070811, 0.10793782918409142, 48, 18.48884107998125, 97, 'High Risk'),
(111607, 60, 16, '47:46.0', 36.086273046616405, 95.79611101493354, 127, 70, 82, 'Male', 78.53519354464419, 1.970000023229756, 0.06784442, 57, 20.236334791545467, 89, 'Low Risk'),
(111608, 75, 15, '46:46.0', 36.750556150246936, 96.24148938452389, 135, 77, 62, 'Female', 74.29972860332549, 1.7572025432278466, 0.054512398, 58, 24.06265703, 96.33333333333333, 'Low Risk'),
(111609, 79, 12, '45:46.0', 36.77312739582847, 98.80714070203398, 134, 84, 39, 'Female', 54.574853259452446, 1.6200637136482814, 0.10615455323866718, 50, 20.793537844404323, 100.66666666666666, 'Low Risk'),
(111610, 89, 12, '44:46.0', 36.48335432606403, 96.33293866346906, 122, 75, 53, 'Male', 51.082257220004955, 1.5184177897312956, 0.13951155653292985, 47, 22.155803922460777, 90.66666666666667, 'Low Risk'),
(111611, 73, 12, '43:46.0', 36.890755115170364, 95.26888753364209, 128, 88, 40, 'Female', 97.30729989632957, 1.7354420187948645, 0.081928526, 40, 32.309125622927674, 101.33333333333333, 'High Risk'),
(111612, 92, 19, '42:46.0', 36.718178533027306, 95.70783683, 112, 73, 45, 'Female', 66.66001352755494, 1.6204435005058173, 0.12855336622039712, 39, 25.386194960252034, 86, 'High Risk'),
(111613, 71, 13, '41:46.0', 36.57025338483394, 95.20719681003416, 118, 85, 81, 'Male', 90.75324098, 1.7131122702174328, 0.054310648523385546, 33, 30.92363168739042, 96, 'High Risk'),
(111614, 60, 14, '40:46.0', 36.22852729336177, 96.05244715932429, 131, 72, 26, 'Female', 69.61220861597357, 1.7317183175517634, 0.092017688, 59, 23.212980759439784, 91.66666666666666, 'Low Risk'),
(111615, 62, 19, '39:46.0', 36.89624738129448, 96.38838830081019, 123, 70, 38, 'Female', 63.00287761, 1.6188426358653991, 0.12296567807808839, 53, 24.04092192213871, 87.66666666666666, 'Low Risk'),
(111616, 87, 17, '38:46.0', 36.705365407577155, 97.66249367654959, 110, 87, 35, 'Female', 95.05108712413795, 1.7329439599552927, 0.083425065, 23, 31.65104482417104, 94.66666666666667, 'High Risk'),
(111617, 84, 15, '37:46.0', 37.085906892627484, 96.37131503020808, 111, 84, 78, 'Female', 75.88919345586079, 1.93222135, 0.11945580729632967, 27, 20.32666755022681, 93, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(111618, 85, 18, '36:46.0', 37.01440802, 99.92301354047358, 118, 84, 81, 'Female', 81.90644266362449, 1.9695543903607349, 0.091775758, 34, 21.114563465125126, 95.33333333333333, 'Low Risk'),
(111619, 62, 19, '35:46.0', 36.922894382434386, 98.65662659126289, 137, 80, 23, 'Male', 56.72644398644531, 1.739528101012949, 0.11610868468677615, 57, 18.746606436700826, 99, 'Low Risk'),
(111620, 60, 12, '34:46.0', 36.77227269676326, 97.37847445573493, 110, 70, 63, 'Female', 87.08431156430001, 1.9344050431142836, 0.092056897, 40, 23.272609984362788, 83.33333333333333, 'Low Risk'),
(111621, 63, 17, '33:46.0', 37.11949358630742, 96.10366700685984, 119, 75, 26, 'Male', 61.14665890338595, 1.9555510207642872, 0.06464151, 44, 15.989483283797341, 89.66666666666667, 'High Risk'),
(111622, 61, 14, '32:46.0', 37.14519703455111, 97.41910766616579, 123, 83, 22, 'Male', 76.19810991751575, 1.7404892924191824, 0.11515308830403932, 40, 25.15367742857044, 96.33333333333333, 'Low Risk'),
(111623, 65, 19, '31:46.0', 37.07941615285578, 97.53548533368843, 118, 85, 70, 'Male', 60.01052065540289, 1.690746342107737, 0.10605025494092946, 33, 20.992805485868335, 96, 'Low Risk'),
(111624, 70, 12, '30:46.0', 36.1209553, 97.43123331586578, 124, 89, 25, 'Male', 61.48139137948891, 1.6442430789672478, 0.079716374, 35, 22.741109138603495, 100.66666666666667, 'Low Risk'),
(111625, 95, 15, '29:46.0', 37.087308629663006, 95.22780427758047, 116, 81, 60, 'Male', 55.857368874018235, 1.756050827840827, 0.12426838378270509, 35, 18.11366411955384, 92.66666666666667, 'High Risk'),
(111626, 80, 14, '28:46.0', 37.26075033751738, 96.29992982042793, 129, 76, 51, 'Male', 94.96105742, 1.9523193042799325, 0.071642692, 53, 24.91402207124842, 93.66666666666666, 'Low Risk'),
(111627, 64, 18, '27:46.0', 36.07806651290513, 97.98206913154331, 137, 82, 49, 'Male', 82.60928320724264, 1.704137428808929, 0.13711819465929903, 55, 28.445896366625796, 100.33333333333333, 'Low Risk'),
(111628, 73, 12, '26:46.0', 36.03464370236235, 95.76728919181474, 132, 84, 81, 'Female', 87.20235514340419, 1.5877834750165891, 0.10915004675822362, 48, 34.5896095, 100, 'High Risk'),
(111629, 99, 13, '25:46.0', 37.25724869061045, 96.20181274907662, 123, 82, 75, 'Female', 94.50191688774915, 1.6283427679842433, 0.086814243, 41, 35.64092431722859, 95.66666666666667, 'High Risk'),
(111630, 70, 17, '24:46.0', 36.593685329358365, 97.11588477693341, 125, 87, 87, 'Male', 82.78654693530964, 1.7537904339803583, 0.090803606, 38, 26.91561915333047, 99.66666666666667, 'Low Risk'),
(111631, 71, 19, '23:46.0', 36.33065269329854, 99.90950024681958, 128, 83, 61, 'Female', 90.70986232254216, 1.7592007675219188, 0.077316595, 45, 29.310531659781503, 98, 'Low Risk'),
(111632, 70, 19, '22:46.0', 36.82553486920739, 99.06609393961881, 134, 82, 34, 'Female', 91.89338371126982, 1.7564454192555543, 0.060921541, 52, 29.786187966605784, 99.33333333333333, 'Low Risk'),
(111633, 98, 14, '21:46.0', 36.59030989470399, 95.64642178160385, 123, 85, 49, 'Female', 90.28733824772912, 1.7026400484802253, 0.081819699, 38, 31.144485515409194, 97.66666666666667, 'High Risk'),
(111634, 88, 13, '20:46.0', 36.58472864897681, 96.64077729062342, 136, 77, 82, 'Male', 88.92244802829087, 1.8902234270438563, 0.14195277044537724, 59, 24.887720880172843, 96.66666666666666, 'Low Risk'),
(111635, 84, 13, '19:46.0', 36.26242535960147, 97.91572263, 134, 76, 51, 'Female', 74.49200199034232, 1.5768751223591129, 0.14766665710130406, 58, 29.958153595759025, 95.33333333333333, 'Low Risk'),
(111636, 95, 14, '18:46.0', 37.07490813597304, 96.19680476183666, 132, 87, 67, 'Female', 59.84238047292459, 1.8204295231353766, 0.096819836, 45, 18.057645410910666, 102, 'High Risk'),
(111637, 77, 18, '17:46.0', 36.42813526, 95.03858232801863, 129, 71, 35, 'Female', 92.30758747268384, 1.7678115412438513, 0.13647460936415026, 58, 29.53693795571691, 90.33333333333333, 'Low Risk'),
(111638, 91, 13, '16:46.0', 37.16115326228706, 95.19352668270128, 121, 83, 60, 'Male', 73.89898537869342, 1.548101413665894, 0.12417022138410348, 38, 30.83469529967605, 95.66666666666667, 'High Risk'),
(111639, 80, 12, '15:46.0', 37.18881339359177, 96.88096024458757, 124, 74, 32, 'Female', 55.51014433100784, 1.5115025245948526, 0.082712392, 50, 24.297109041928092, 90.66666666666666, 'Low Risk'),
(111640, 61, 12, '14:46.0', 37.202607157167165, 95.07461534536576, 119, 71, 47, 'Male', 58.53841764, 1.668699505387694, 0.1454024144263471, 48, 21.022516611589122, 87, 'Low Risk'),
(111641, 85, 14, '13:46.0', 36.69973549504813, 98.40844702865871, 115, 74, 27, 'Male', 57.13998982996253, 1.5286062029121186, 0.08305777, 41, 24.453944578767953, 87.66666666666667, 'Low Risk'),
(111642, 71, 13, '12:46.0', 36.01071189759853, 95.33808872, 137, 72, 61, 'Male', 66.69005313810823, 1.691061284860432, 0.092052732, 65, 23.32074228420774, 93.66666666666666, 'Low Risk'),
(111643, 88, 17, '11:46.0', 36.740097099060236, 99.66082107968424, 121, 81, 25, 'Male', 79.36233386046997, 1.845173984596483, 0.055433566, 40, 23.30986645131004, 94.33333333333333, 'Low Risk'),
(111644, 82, 13, '10:46.0', 37.246836436279814, 97.19951036390836, 113, 79, 26, 'Female', 87.02405912139452, 1.5857202572917468, 0.10508571140510611, 34, 34.60877185724508, 90.33333333333333, 'High Risk'),
(111645, 85, 16, '09:46.0', 36.80989537248468, 99.56650485128641, 130, 78, 44, 'Male', 90.42559971, 1.827192393, 0.088748528, 52, 27.084625858098143, 95.33333333333333, 'Low Risk'),
(111646, 98, 15, '08:46.0', 37.110378362496974, 99.71450968611595, 135, 79, 74, 'Female', 78.32750164817708, 1.6821493162673975, 0.091978594, 56, 27.681217492617883, 97.66666666666666, 'High Risk'),
(111647, 62, 15, '07:46.0', 36.00349306150917, 99.68530808345682, 118, 84, 24, 'Female', 72.41878869453733, 1.6578468241262174, 0.10923486181968628, 34, 26.348897804238497, 95.33333333333333, 'Low Risk'),
(111648, 70, 18, '06:46.0', 36.11533291283084, 95.51150306352064, 117, 79, 42, 'Male', 93.76529763744702, 1.6066627560271458, 0.14508915161806524, 38, 36.32391775325601, 91.66666666666667, 'High Risk'),
(111649, 82, 18, '05:46.0', 36.831265364802086, 95.31369486, 118, 72, 52, 'Male', 81.05935818590639, 1.959009329381949, 0.079517994, 46, 21.12176236911269, 87.33333333333333, 'Low Risk'),
(111650, 66, 19, '04:46.0', 37.31473900755205, 95.78893209530811, 131, 80, 29, 'Male', 84.07058113703359, 1.7417150649211188, 0.090170095, 51, 27.71340145191039, 97, 'Low Risk'),
(111651, 63, 15, '03:46.0', 36.179621710814104, 99.87196496211641, 127, 89, 28, 'Female', 63.00563761137867, 1.561081349858401, 0.073709356, 38, 25.85403547669479, 101.66666666666667, 'Low Risk'),
(111652, 78, 14, '02:46.0', 36.09461313653475, 99.04379301062687, 124, 88, 87, 'Female', 54.73404335303084, 1.8180695412192556, 0.10587104820891935, 36, 16.559093176299296, 100, 'High Risk'),
(111653, 99, 13, '01:46.0', 36.47978354387769, 97.73612043, 115, 71, 61, 'Male', 94.21535315, 1.8157059752612947, 0.14955519786060295, 44, 28.577921226272803, 85.66666666666667, 'High Risk'),
(111654, 94, 13, '00:46.0', 36.61604886845604, 98.08994339781479, 111, 80, 88, 'Female', 98.45797567446375, 1.7216048235992092, 0.11559287928937152, 31, 33.21880159, 90.33333333333333, 'High Risk'),
(111655, 99, 12, '59:46.0', 36.35841716731427, 99.25330499803793, 122, 83, 48, 'Male', 92.23821531757551, 1.8314471735442082, 0.060546403, 39, 27.49932911154736, 96, 'High Risk'),
(111656, 77, 17, '58:46.0', 36.08912943187308, 97.12502938, 119, 72, 54, 'Female', 99.14486365, 1.5490396015084338, 0.13052535622603895, 47, 41.31856008802201, 87.66666666666667, 'High Risk'),
(111657, 75, 16, '57:46.0', 37.07789929010842, 99.76254016193187, 130, 88, 52, 'Female', 57.74061331008987, 1.7481402375490378, 0.12198915321825224, 42, 18.89421505021279, 102, 'Low Risk'),
(111658, 76, 14, '56:46.0', 36.33605161893464, 96.20973536176795, 128, 79, 65, 'Male', 78.77401846165745, 1.7110006261308404, 0.1307826621384512, 49, 26.90807710956466, 95.33333333333333, 'Low Risk'),
(111659, 67, 15, '55:46.0', 36.08923188990927, 98.38138411372469, 127, 82, 88, 'Female', 74.39990505366117, 1.533742743223443, 0.081317512, 45, 31.62768025, 97, 'High Risk'),
(111660, 64, 17, '54:46.0', 36.753573217861735, 97.19600979, 111, 74, 70, 'Female', 84.82091210555328, 1.8400165884328934, 0.12921827605023073, 37, 25.05298402894616, 86.33333333333333, 'Low Risk'),
(111661, 63, 19, '53:46.0', 37.48401353707977, 97.68326797584527, 137, 83, 89, 'Female', 61.515627090834315, 1.9058284874203673, 0.13114660276887374, 54, 16.936272275509328, 101, 'High Risk'),
(111662, 79, 13, '52:46.0', 36.634041379370515, 95.39266568509517, 131, 78, 87, 'Male', 91.22887501, 1.879235262946903, 0.14478759765254856, 53, 25.832712644820404, 95.66666666666666, 'Low Risk'),
(111663, 93, 19, '51:46.0', 36.23826546, 99.53483541078612, 128, 82, 69, 'Female', 87.42289866717138, 1.9530848543759873, 0.1279824970822192, 46, 22.91833049089939, 97.33333333333333, 'High Risk'),
(111664, 65, 13, '50:46.0', 36.25204988184663, 98.05410369, 135, 84, 18, 'Male', 50.90340289629586, 1.7574611791721069, 0.1309349366323136, 51, 16.480687886197366, 101, 'High Risk'),
(111665, 96, 19, '49:46.0', 36.83336972944089, 95.82302767679447, 128, 78, 20, 'Female', 53.620409628995745, 1.5583357556101443, 0.099091535, 50, 22.080456926129578, 94.66666666666666, 'High Risk'),
(111666, 99, 14, '48:46.0', 36.18388891034583, 97.98561549602329, 129, 78, 61, 'Female', 88.29075245700881, 1.9393410122524615, 0.12977309253754582, 51, 23.47506775876064, 95, 'High Risk'),
(111667, 85, 16, '47:46.0', 36.20196359506762, 97.54170714273656, 124, 80, 54, 'Male', 79.59352127746483, 1.9096416149963447, 0.065264175, 44, 21.82599131784092, 94.66666666666667, 'Low Risk'),
(111668, 98, 13, '46:46.0', 36.405882451736964, 96.07517149163965, 127, 74, 89, 'Female', 67.70409649234973, 1.8308709358546205, 0.065433293, 53, 20.19758691937111, 91.66666666666666, 'High Risk'),
(111669, 64, 18, '45:46.0', 36.87421659, 99.45752437, 117, 88, 30, 'Female', 80.78937260077312, 1.879660573788374, 0.052490285, 29, 22.866272316706514, 97.66666666666667, 'Low Risk'),
(111670, 84, 19, '44:46.0', 36.76496636897539, 97.28487215741467, 125, 76, 47, 'Male', 63.44904220294836, 1.887631523591379, 0.091689107, 49, 17.80699462496556, 92.33333333333333, 'High Risk'),
(111671, 70, 19, '43:46.0', 36.18568280140072, 95.32665865056644, 111, 83, 76, 'Male', 74.82487375235961, 1.9647929815663305, 0.065378208, 28, 19.382616210648163, 92.33333333333333, 'Low Risk'),
(111672, 94, 19, '42:46.0', 36.280264202100945, 95.19852777545051, 129, 71, 79, 'Female', 62.14570652216317, 1.638387048293818, 0.074091171, 58, 23.151445787076064, 90.33333333333333, 'High Risk'),
(111673, 71, 13, '41:46.0', 37.373714113605615, 95.27258328094807, 110, 83, 56, 'Female', 65.56876152229209, 1.6883362286050463, 0.062757845, 27, 23.00271513764016, 92, 'Low Risk'),
(111674, 77, 13, '40:46.0', 37.43733854018578, 97.15400296402964, 138, 73, 57, 'Male', 96.93559018587771, 1.5247637004851433, 0.094464699, 65, 41.69444239983892, 94.66666666666666, 'High Risk'),
(111675, 92, 12, '39:46.0', 36.05575138439593, 97.42039726, 133, 79, 77, 'Male', 97.05087571529563, 1.9990240125543752, 0.070647363, 54, 24.28641638279718, 97, 'High Risk'),
(111676, 93, 19, '38:46.0', 36.03589981, 97.61706966496143, 138, 85, 64, 'Male', 56.07066922362002, 1.7406421807281403, 0.057572971, 53, 18.50617789344005, 102.66666666666666, 'High Risk'),
(111677, 70, 14, '37:46.0', 36.587061864846845, 96.77915722, 125, 87, 19, 'Male', 79.88923922245226, 1.5667239432985194, 0.086089133, 38, 32.546427479326184, 99.66666666666667, 'High Risk'),
(111678, 84, 14, '36:46.0', 36.618671664190266, 99.12004876291148, 112, 74, 60, 'Male', 62.68877016, 1.7654434179811391, 0.060634214, 38, 20.11324499441029, 86.66666666666667, 'Low Risk'),
(111679, 73, 14, '35:46.0', 36.77466332258992, 95.40099868698609, 118, 78, 84, 'Male', 74.14942365283791, 1.5476278672317898, 0.091339244, 40, 30.958128409002484, 91.33333333333333, 'High Risk'),
(111680, 62, 15, '34:46.0', 36.816063106882375, 95.79270025440876, 128, 78, 42, 'Female', 92.00919069770082, 1.5908919201150038, 0.056345003, 50, 36.35380375, 94.66666666666666, 'High Risk'),
(111681, 77, 18, '33:46.0', 37.14174015438564, 97.64338688136732, 130, 89, 34, 'Female', 76.03408113894146, 1.5776759085583612, 0.10817846320496316, 41, 30.547291856837088, 102.66666666666667, 'High Risk'),
(111682, 75, 13, '32:46.0', 37.26184245, 96.56549649482672, 122, 86, 22, 'Female', 55.07632703776471, 1.796505130115119, 0.11045575105517527, 36, 17.065068921818366, 98, 'High Risk'),
(111683, 60, 12, '31:46.0', 36.532848746520116, 98.57480123433592, 117, 85, 66, 'Female', 73.31009202049358, 1.7868151316333079, 0.10715051494787656, 32, 22.96172553079068, 95.66666666666667, 'Low Risk'),
(111684, 95, 15, '30:46.0', 36.788382953953324, 95.47534445717224, 134, 88, 35, 'Male', 82.83750748502925, 1.9825011282168181, 0.1473269972870354, 46, 21.076579770713458, 103.33333333333333, 'High Risk'),
(111685, 69, 16, '29:46.0', 37.126635395753475, 99.36771284270814, 129, 85, 40, 'Female', 98.43233563378742, 1.8428831587007592, 0.14213779324311593, 44, 28.982923321610116, 99.66666666666667, 'Low Risk'),
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(111862, 87, 14, '32:46.0', 36.130561840695684, 98.97317397785056, 112, 89, 60, 'Male', 91.31989776112776, 1.5275533928715495, 0.13864425927012122, 23, 39.135656029343416, 96.66666666666667, 'High Risk'),
(111863, 80, 13, '31:46.0', 36.46004601427413, 99.35020920475108, 138, 86, 53, 'Male', 65.63638981235516, 1.7194151942321683, 0.071167566, 52, 22.201543324469053, 103.33333333333333, 'Low Risk'),
(111864, 98, 19, '30:46.0', 36.09034546416624, 96.6962514, 133, 70, 71, 'Female', 60.518114141026786, 1.7177255300202465, 0.14209171455348252, 63, 20.51057544705791, 91, 'High Risk'),
(111865, 89, 18, '29:46.0', 36.37413563423038, 95.09453427521599, 110, 82, 45, 'Male', 56.85444587232912, 1.6246389809310422, 0.1255809452638365, 28, 21.540247666896608, 91.33333333333333, 'Low Risk'),
(111866, 62, 16, '28:46.0', 36.389130983073315, 97.00992978954274, 121, 75, 80, 'Male', 78.07457874716695, 1.7915420054356643, 0.07330719, 46, 24.32515739460099, 90.33333333333333, 'Low Risk'),
(111867, 64, 18, '27:46.0', 36.344160718815736, 99.49509258589913, 121, 84, 44, 'Male', 99.47580278199857, 1.8898238775767375, 0.057157881, 37, 27.85318019402397, 96.33333333333333, 'Low Risk'),
(111868, 91, 14, '26:46.0', 36.685208625810034, 95.51993392258423, 126, 87, 89, 'Male', 57.993459836933106, 1.5862821203446265, 0.056484418, 39, 23.04719948372177, 100, 'High Risk'),
(111869, 88, 14, '25:46.0', 37.18952246693317, 99.70994166838771, 122, 87, 31, 'Female', 68.09899512128729, 1.8481456859709806, 0.12930445389122008, 35, 19.937389697065075, 98.66666666666667, 'Low Risk'),
(111870, 84, 13, '24:46.0', 36.148165107936734, 95.92929187911942, 123, 89, 36, 'Female', 78.65155095063346, 1.9009277177298156, 0.14616016328033338, 34, 21.765872684441888, 100.33333333333333, 'Low Risk'),
(111871, 66, 16, '23:46.0', 37.25867498442679, 97.48403764162566, 113, 79, 70, 'Male', 74.32906195188059, 1.8079946266890266, 0.080786641, 34, 22.738634510474512, 90.33333333333333, 'Low Risk'),
(111872, 64, 13, '22:46.0', 37.129560748362586, 99.72004149799467, 114, 78, 85, 'Male', 66.01219257, 1.6269263074451723, 0.13448701608639596, 36, 24.939537446540307, 90, 'Low Risk'),
(111873, 68, 14, '21:46.0', 36.47599345660846, 98.00614247788654, 131, 80, 87, 'Male', 79.33569198094233, 1.7596900747551247, 0.064899972, 51, 25.621009950977147, 97, 'Low Risk'),
(111874, 95, 15, '20:46.0', 36.542031415515495, 98.58683413363964, 117, 74, 71, 'Female', 84.79557129723926, 1.872536016680009, 0.10266248796501715, 43, 24.183146734750583, 88.33333333333333, 'High Risk'),
(111875, 86, 14, '19:46.0', 37.39658425144551, 95.18267680211656, 115, 81, 72, 'Female', 89.83255156, 1.8923518373810966, 0.13369028703362343, 34, 25.08591595440698, 92.33333333333333, 'Low Risk'),
(111876, 85, 14, '18:46.0', 36.82857398360085, 98.85198807908013, 111, 87, 25, 'Female', 81.64422273876275, 1.8859248443677479, 0.084568024, 24, 22.954968193723747, 95, 'Low Risk'),
(111877, 96, 15, '17:46.0', 36.20980735865062, 96.99244329911043, 120, 85, 32, 'Female', 91.56088325210186, 1.6664811545872074, 0.066610071, 35, 32.96925699679899, 96.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(111879, 85, 18, '15:46.0', 36.69920746343897, 97.33271875703902, 120, 82, 58, 'Female', 55.322477235505815, 1.850916769875311, 0.097805053, 38, 16.148338266221405, 94.66666666666667, 'High Risk'),
(111880, 85, 13, '14:46.0', 37.42876003446951, 98.07048042240686, 129, 86, 44, 'Female', 89.85647418742509, 1.9508686329384695, 0.079478918, 43, 23.609855098429783, 100.33333333333333, 'Low Risk'),
(111881, 68, 13, '13:46.0', 36.69447569811232, 96.13898067057202, 129, 88, 37, 'Female', 58.06039522, 1.8661928506321783, 0.068692209, 41, 16.671203204896308, 101.66666666666667, 'High Risk'),
(111882, 78, 15, '12:46.0', 36.35846692286217, 99.57383133928623, 121, 80, 81, 'Male', 60.36274608216354, 1.6123855800476288, 0.087908488, 41, 23.21834060810433, 93.66666666666667, 'Low Risk'),
(111883, 83, 12, '11:46.0', 36.34648205240565, 96.69174073, 137, 82, 31, 'Male', 74.53178056366819, 1.8516434391975682, 0.062230529421949565, 55, 21.738359930266252, 100.33333333333333, 'Low Risk'),
(111884, 72, 19, '10:46.0', 36.94857958, 99.76234676888608, 112, 80, 18, 'Female', 67.38557737880993, 1.8967072991685292, 0.13982657103748009, 32, 18.731231133050603, 90.66666666666667, 'Low Risk'),
(111885, 76, 16, '09:46.0', 36.21744590629835, 96.23948700916478, 123, 89, 20, 'Female', 97.67669159227916, 1.980984149827766, 0.09887088, 34, 24.890231722391373, 100.33333333333333, 'Low Risk'),
(111886, 96, 14, '08:46.0', 36.39336759790127, 99.74934245921143, 128, 77, 39, 'Female', 71.71666608688005, 1.6067579172109376, 0.096998116, 51, 27.77916549448686, 94, 'High Risk'),
(111887, 80, 15, '07:46.0', 36.34308790895999, 97.04899252, 123, 79, 64, 'Male', 57.00166067, 1.5811723194737617, 0.051626085, 44, 22.79969843707931, 93.66666666666667, 'Low Risk'),
(111888, 91, 12, '06:46.0', 36.67805237655489, 95.02080482396451, 110, 78, 68, 'Female', 69.32444740122577, 1.500925650302554, 0.071641094, 32, 30.77287389957516, 88.66666666666667, 'High Risk'),
(111889, 98, 14, '05:46.0', 36.10602613055811, 97.04095478483119, 120, 73, 74, 'Female', 81.19936008522114, 1.962398272777108, 0.095430708, 47, 21.08522796397682, 88.66666666666667, 'High Risk'),
(111890, 75, 14, '04:46.0', 36.38032304117115, 98.43174052666485, 120, 83, 38, 'Male', 61.15248115783091, 1.554461016377199, 0.1010238681670721, 37, 25.307801090027915, 95.33333333333333, 'Low Risk'),
(111891, 80, 12, '03:46.0', 36.43507860634212, 99.04223076587687, 119, 89, 71, 'Male', 59.860748779878605, 1.9551709743322059, 0.11430788418093775, 30, 15.659311470088618, 99, 'High Risk'),
(111892, 72, 12, '02:46.0', 36.976040073658346, 98.24242387466968, 139, 75, 61, 'Female', 94.28029226706377, 1.9403327836921254, 0.075446124, 64, 25.041969201028877, 96.33333333333333, 'Low Risk'),
(111893, 74, 15, '01:46.0', 37.03910220960243, 96.15070364, 137, 83, 53, 'Female', 52.05092303578782, 1.911926939485492, 0.066904045, 54, 14.239208532758557, 101, 'High Risk'),
(111894, 74, 16, '00:46.0', 37.16120702097812, 95.21878193466223, 111, 85, 62, 'Male', 82.36202795, 1.7743189377194555, 0.11636215832676207, 26, 26.161561114158737, 93.66666666666667, 'Low Risk'),
(111895, 82, 14, '59:46.0', 36.70706224924721, 98.73931458987319, 124, 80, 56, 'Female', 96.65200196781078, 1.5197737762059107, 0.059398907202006836, 44, 41.84590465104692, 94.66666666666667, 'High Risk'),
(111896, 98, 15, '58:46.0', 36.08811718291383, 96.71306342106699, 127, 78, 19, 'Male', 87.25162258422355, 1.8332312473268242, 0.14422355385927882, 49, 25.962051661973604, 94.33333333333333, 'High Risk'),
(111897, 92, 14, '57:46.0', 36.41914508404978, 99.79294806650913, 110, 84, 35, 'Female', 68.05150901, 1.6382454372846225, 0.05352203, 26, 25.35594644472801, 92.66666666666667, 'High Risk'),
(111898, 92, 17, '56:46.0', 36.395911312467746, 99.60588147, 123, 83, 61, 'Male', 64.25744677, 1.6959670350271048, 0.13188129857310643, 40, 22.34028206324556, 96.33333333333333, 'High Risk'),
(111899, 60, 16, '55:46.0', 37.24397099168044, 97.09399671, 127, 74, 31, 'Male', 75.12774645, 1.8769159533488937, 0.07630977, 53, 21.326064107745683, 91.66666666666666, 'Low Risk'),
(111900, 63, 15, '54:46.0', 36.55134832850357, 99.43080423481737, 137, 71, 29, 'Male', 77.33703527892348, 1.7889282512323592, 0.12199606783481254, 66, 24.165827668523978, 93, 'Low Risk'),
(111901, 68, 15, '53:46.0', 37.25352649947423, 99.03261521832154, 135, 81, 38, 'Male', 73.02056086605982, 1.984142957, 0.066973999, 54, 18.54809214679007, 99, 'Low Risk'),
(111902, 96, 16, '52:46.0', 36.532604961178855, 98.27916940250132, 126, 81, 31, 'Female', 64.06945017504111, 1.982535599049985, 0.091022361, 45, 16.300803351440866, 96, 'High Risk'),
(111903, 78, 16, '51:46.0', 37.43951846106328, 99.43604885738996, 118, 89, 25, 'Male', 70.58478170178807, 1.938927241579018, 0.088754965, 29, 18.77535040549002, 98.66666666666667, 'Low Risk'),
(111904, 64, 16, '50:46.0', 36.266714808806235, 98.16492601763855, 115, 74, 73, 'Male', 82.90846017487776, 1.860945336955151, 0.14705342900739682, 41, 23.94041179556962, 87.66666666666667, 'Low Risk'),
(111905, 81, 16, '49:46.0', 36.70815715463721, 97.17493482492361, 127, 75, 34, 'Female', 85.46211355229715, 1.8052228681363842, 0.1346618490373825, 52, 26.22478740734771, 92.33333333333333, 'Low Risk'),
(111906, 64, 19, '48:46.0', 36.75544274, 96.37741997656603, 117, 87, 20, 'Male', 94.23175411, 1.9492617619193595, 0.074107312, 30, 24.800300815729376, 97, 'Low Risk'),
(111907, 83, 16, '47:46.0', 36.36408084055548, 99.08588288227713, 125, 88, 31, 'Female', 69.86760424791143, 1.9031806104484388, 0.1408580416777762, 37, 19.28927224403814, 100.33333333333333, 'Low Risk'),
(111908, 88, 14, '46:46.0', 36.56416758445711, 99.37164478370674, 137, 81, 49, 'Male', 98.39432609455396, 1.8224150790680556, 0.10843708227573834, 56, 29.626166221876236, 99.66666666666666, 'Low Risk'),
(111909, 62, 17, '45:46.0', 36.49032602189505, 96.42371693227227, 118, 74, 58, 'Female', 71.82620914600787, 1.8724209025475411, 0.056061885460860106, 44, 20.48688759, 88.66666666666667, 'Low Risk'),
(111910, 65, 12, '44:46.0', 36.06962581683784, 99.98496975, 131, 81, 59, 'Male', 56.376815829124986, 1.5186532682250993, 0.05993252, 50, 24.444619696287553, 97.66666666666666, 'Low Risk'),
(111911, 95, 15, '43:46.0', 36.815060571808736, 96.84650548537417, 137, 85, 86, 'Female', 86.41505587286653, 1.8214206777327724, 0.050222902, 52, 26.047670523657548, 102.33333333333333, 'High Risk'),
(111912, 78, 15, '42:46.0', 36.57019041878276, 99.85186117824556, 128, 83, 41, 'Male', 81.13303682511724, 1.5256333533121227, 0.053259743, 45, 34.85759203216372, 98, 'High Risk'),
(111913, 75, 15, '41:46.0', 36.616512201492284, 99.28300034293117, 139, 84, 37, 'Male', 96.97161378992882, 1.9798254170976126, 0.087122127, 55, 24.739495113666155, 102.33333333333333, 'Low Risk'),
(111914, 92, 12, '40:46.0', 36.388866069652636, 97.05667593131525, 121, 83, 50, 'Female', 82.93204872548114, 1.8584241403741504, 0.085981822, 38, 24.01224234290249, 95.66666666666667, 'High Risk'),
(111915, 79, 13, '39:46.0', 36.937199726887506, 99.22194790010828, 119, 81, 50, 'Female', 87.37634505898927, 1.8326445381248908, 0.059695385969064485, 38, 26.015812898001155, 93.66666666666667, 'Low Risk'),
(111916, 85, 16, '38:46.0', 36.814620928714355, 95.32662775122215, 122, 89, 45, 'Male', 79.36966478532227, 1.7441236658980723, 0.057384967, 33, 26.09155698980121, 100, 'Low Risk'),
(111917, 81, 19, '37:46.0', 36.90945211134928, 98.50722455013886, 138, 74, 28, 'Male', 78.80936897799279, 1.6482295404663816, 0.10193017528436377, 64, 29.009648262246643, 95.33333333333333, 'Low Risk'),
(111918, 66, 14, '36:46.0', 37.15542687577565, 97.5119875, 132, 79, 86, 'Female', 85.76715882, 1.9187307190920504, 0.1253272989762252, 53, 23.29662270263723, 96.66666666666666, 'Low Risk'),
(111919, 99, 18, '35:46.0', 37.10971629484077, 97.10149031212494, 132, 85, 83, 'Female', 54.15370988285687, 1.566108718956212, 0.12526397145366613, 47, 22.07925418016846, 100.66666666666667, 'High Risk'),
(111920, 88, 15, '34:46.0', 36.46596803179105, 98.11119113434188, 111, 87, 83, 'Female', 81.48621342, 1.9481080611930324, 0.12777189455355825, 24, 21.47128567057232, 95, 'Low Risk'),
(111921, 85, 16, '33:46.0', 36.490754103925255, 96.56081292625375, 130, 87, 89, 'Male', 70.05886867402074, 1.9923382903546183, 0.09074852, 43, 17.649684912592928, 101.33333333333333, 'High Risk'),
(111922, 80, 14, '32:46.0', 36.29928734980132, 96.89353542490964, 136, 85, 54, 'Female', 82.89390358965655, 1.9134305957542208, 0.1323027402074495, 51, 22.64108126682607, 102, 'Low Risk'),
(111923, 65, 13, '31:46.0', 37.20755308470262, 95.86875537583927, 138, 70, 44, 'Female', 99.33978601086093, 1.5240765781804775, 0.092236285, 68, 42.767084255736606, 92.66666666666666, 'High Risk'),
(111924, 98, 13, '30:46.0', 36.58739473634793, 96.60084565087388, 113, 88, 62, 'Male', 99.09092094873682, 1.6406677773265308, 0.058563714165257345, 25, 36.81226735181765, 96.33333333333333, 'High Risk'),
(111925, 73, 16, '29:46.0', 37.19754921764023, 98.73944272133973, 117, 72, 77, 'Male', 51.576274564739606, 1.8495202315108625, 0.057222436564074955, 45, 15.077585382188794, 87, 'High Risk'),
(111926, 84, 13, '28:46.0', 36.86437817793843, 98.15803912355962, 119, 75, 29, 'Female', 72.77462220497588, 1.794917806666252, 0.10751220009154354, 44, 22.588678668129955, 89.66666666666667, 'Low Risk'),
(111927, 75, 12, '27:46.0', 36.99817827549313, 97.92440876494284, 122, 82, 33, 'Male', 72.06322972, 1.5757471230488957, 0.082462819, 40, 29.02289139189366, 95.33333333333333, 'Low Risk'),
(111928, 72, 16, '26:46.0', 37.05263063312623, 96.83617322, 115, 72, 34, 'Female', 62.59347848552322, 1.5208802964730224, 0.130836245, 43, 27.060699594367758, 86.33333333333333, 'Low Risk'),
(111929, 94, 13, '25:46.0', 36.63541778525852, 96.68097196267983, 121, 83, 72, 'Male', 63.85494898722696, 1.6756427973006907, 0.12215113362768261, 38, 22.742158088731326, 95.66666666666667, 'High Risk'),
(111930, 91, 18, '24:46.0', 36.6352676, 98.58781537490144, 119, 76, 83, 'Male', 60.610877312483815, 1.8053077161655935, 0.11301668760557018, 43, 18.59722277360328, 90.33333333333333, 'High Risk'),
(111931, 69, 15, '23:46.0', 36.68304469990901, 98.18274951265677, 137, 71, 34, 'Female', 80.65052446, 1.6065643485880818, 0.10431082116960387, 66, 31.24718836063514, 93, 'High Risk'),
(111932, 79, 15, '22:46.0', 36.78938980737606, 98.67865515458286, 128, 81, 41, 'Female', 79.71668042206295, 1.5863840570192114, 0.054600295648205954, 47, 31.676160309158796, 96.66666666666667, 'High Risk'),
(111933, 98, 14, '21:46.0', 37.050259622143884, 96.36939547319334, 122, 88, 77, 'Male', 69.79300309076541, 1.8481765874702876, 0.12996451574624734, 34, 20.432662291772598, 99.33333333333333, 'High Risk'),
(111934, 86, 12, '20:46.0', 37.46798112538198, 96.54718097589111, 119, 74, 59, 'Male', 74.2816926, 1.6231600492542324, 0.10605602559190751, 45, 28.194156192692272, 89, 'Low Risk'),
(111935, 85, 19, '19:46.0', 36.34365757009485, 97.80875005107545, 135, 81, 39, 'Male', 73.23435696101363, 1.744227934462808, 0.075571358, 54, 24.071790629649612, 99, 'Low Risk'),
(111936, 78, 18, '18:46.0', 36.30625150323203, 98.88246891497845, 112, 89, 57, 'Female', 51.992661011319036, 1.6468667786742537, 0.061685754, 23, 19.17013219386611, 96.66666666666667, 'Low Risk'),
(111937, 75, 14, '17:46.0', 36.60693271151082, 97.0944013, 110, 75, 56, 'Male', 99.65309615797607, 1.9307309627760905, 0.072889587, 35, 26.732973865725967, 86.66666666666667, 'Low Risk'),
(111938, 62, 13, '16:46.0', 36.19257153, 98.77912954, 122, 78, 59, 'Female', 50.994064794020034, 1.5262951329054746, 0.12703429078871417, 44, 21.889840282383037, 92.66666666666667, 'Low Risk'),
(111939, 85, 13, '15:46.0', 36.706764757932305, 98.64155046204887, 110, 83, 50, 'Male', 51.89231894990912, 1.512564555037494, 0.070429374, 27, 22.681681130912764, 92, 'Low Risk'),
(111940, 71, 14, '14:46.0', 36.911956458942335, 96.86303878063484, 120, 72, 40, 'Female', 52.82582716878475, 1.8586931771012418, 0.096778699, 48, 15.290824251538506, 88, 'High Risk'),
(111941, 61, 13, '13:46.0', 36.19473468357397, 95.78432946, 127, 75, 66, 'Male', 87.09870390679802, 1.7465729651762696, 0.095510429, 52, 28.552111135224923, 92.33333333333333, 'Low Risk'),
(111942, 96, 16, '12:46.0', 36.38321122007741, 97.57159917673393, 128, 78, 87, 'Female', 71.92922699973533, 1.8250773905181898, 0.072212902, 50, 21.594483605987204, 94.66666666666666, 'High Risk'),
(111943, 76, 17, '11:46.0', 36.23627822, 96.15744246863801, 124, 71, 41, 'Female', 88.16136491302386, 1.5351345071465974, 0.055558573, 53, 37.409804388819786, 88.66666666666666, 'High Risk'),
(111944, 96, 12, '10:46.0', 36.802030017486096, 99.82317789, 130, 74, 31, 'Male', 67.95316157606393, 1.775952768712514, 0.10671877346216355, 56, 21.545017157980933, 92.66666666666666, 'High Risk'),
(111945, 67, 14, '09:46.0', 36.66560088277447, 98.79978547960187, 137, 77, 26, 'Female', 92.70342783318196, 1.6817738770893977, 0.10526718848979337, 60, 32.776349989715264, 97, 'High Risk'),
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(111947, 72, 14, '07:46.0', 37.358217706658216, 97.90538411, 116, 72, 23, 'Male', 88.48555479, 1.7625460315089934, 0.10101752696281951, 44, 28.483374634567937, 86.66666666666667, 'Low Risk'),
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(112122, 97, 17, '12:46.0', 37.387872359538804, 96.19264554, 133, 87, 25, 'Male', 99.54815530338772, 1.7173295869402991, 0.050388859054646365, 46, 33.754051776777146, 102.33333333333333, 'High Risk'),
(112123, 91, 15, '11:46.0', 36.18587808705214, 99.52067069563458, 115, 89, 51, 'Female', 74.34203304457166, 1.7694312932752714, 0.074673936, 26, 23.74471855151292, 97.66666666666667, 'High Risk'),
(112124, 84, 18, '10:46.0', 37.27153561708167, 97.75803053480008, 115, 77, 82, 'Female', 68.97735150656223, 1.810872963210296, 0.053076439, 38, 21.034420207412584, 89.66666666666667, 'Low Risk'),
(112125, 68, 18, '09:46.0', 36.32295818174649, 96.99013756214697, 135, 70, 63, 'Female', 60.783158152304956, 1.8696266775334203, 0.076630337, 65, 17.388954399465938, 91.66666666666666, 'High Risk'),
(112126, 75, 18, '08:46.0', 36.55780903963851, 95.09089888254911, 134, 75, 44, 'Female', 86.76715037354545, 1.5461227762281862, 0.055770915, 59, 36.296719789714956, 94.66666666666666, 'High Risk'),
(112127, 99, 13, '07:46.0', 36.44722073045515, 95.89948603931397, 131, 72, 78, 'Male', 95.09054778730332, 1.5673060585630674, 0.061902555, 59, 38.71058410418545, 91.66666666666666, 'High Risk'),
(112128, 64, 14, '06:46.0', 37.06984887787998, 96.32658020131282, 128, 72, 72, 'Female', 59.93141864085072, 1.563329290758845, 0.065972071, 56, 24.521872392121324, 90.66666666666666, 'Low Risk'),
(112129, 97, 15, '05:46.0', 37.1949912, 99.10354746016986, 135, 77, 24, 'Male', 57.95629328061344, 1.7379351633971387, 0.051578577, 58, 19.18816572752107, 96.33333333333333, 'High Risk'),
(112130, 73, 17, '04:46.0', 37.14443301033855, 97.07736798107129, 113, 80, 64, 'Female', 52.44375917226977, 1.6892859678518763, 0.063617282, 33, 18.377543746163397, 91, 'High Risk'),
(112131, 98, 13, '03:46.0', 36.57314728913773, 95.80314822423883, 137, 78, 23, 'Female', 73.66820000793491, 1.6654268091827569, 0.097338897, 59, 26.560054122541974, 97.66666666666666, 'High Risk'),
(112132, 89, 13, '02:46.0', 37.280575808568855, 95.12384100844098, 110, 76, 50, 'Female', 92.88222921937586, 1.7010216490041388, 0.072766832, 34, 32.10058508967869, 87.33333333333333, 'High Risk'),
(112133, 96, 15, '01:46.0', 36.439224225238085, 98.02649889939174, 113, 74, 25, 'Male', 83.32402877423438, 1.9340919994867287, 0.09397712, 39, 22.274912326186065, 87, 'High Risk'),
(112134, 68, 13, '00:46.0', 36.43133530958274, 98.05460584801735, 115, 84, 19, 'Female', 52.574974210225655, 1.553068542537845, 0.14793637018652384, 31, 21.797055100424085, 94.33333333333333, 'Low Risk'),
(112135, 83, 15, '59:46.0', 36.89057273251067, 99.78579995103115, 131, 86, 47, 'Male', 75.46097784098862, 1.7122117024826409, 0.078956129, 45, 25.73993859865253, 101, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(112137, 62, 12, '57:46.0', 36.022237733142056, 95.31797855, 132, 78, 34, 'Male', 68.43789880342456, 1.8266437057725848, 0.11414436509678935, 54, 20.511101219945754, 96, 'Low Risk'),
(112138, 91, 18, '56:46.0', 37.138513003351896, 95.27555100919936, 112, 82, 54, 'Male', 73.03867827, 1.9640303795198462, 0.075841007, 30, 18.934616056022673, 92, 'High Risk'),
(112139, 94, 12, '55:46.0', 36.980531623647394, 99.04858976331326, 136, 74, 48, 'Female', 52.74766430579693, 1.5597015187905547, 0.10094282093947447, 62, 21.68304362056841, 94.66666666666666, 'High Risk'),
(112140, 67, 13, '54:46.0', 37.14292259330262, 95.74753609694646, 120, 86, 75, 'Male', 70.94640606456163, 1.8099736363833892, 0.118456759, 34, 21.656381934099183, 97.33333333333333, 'Low Risk'),
(112141, 86, 15, '53:46.0', 37.49768144155016, 98.83577650406787, 114, 78, 66, 'Female', 61.05794830477543, 1.5001253961916834, 0.13494003535409815, 36, 27.132329335924645, 90, 'Low Risk'),
(112142, 82, 13, '52:46.0', 36.444458566706615, 99.42184693221942, 112, 75, 53, 'Male', 96.47723314204083, 1.6184654990353535, 0.13760510184641844, 37, 36.83137632630523, 87.33333333333333, 'High Risk'),
(112143, 75, 13, '51:46.0', 36.929852507383494, 99.27174279025805, 136, 86, 37, 'Female', 68.24159776573087, 1.801841762841244, 0.065719542, 50, 21.019185798601185, 102.66666666666666, 'Low Risk'),
(112144, 60, 14, '50:46.0', 36.98097732394695, 98.60077866476742, 135, 75, 60, 'Female', 80.04215405434957, 1.7043963179763948, 0.077478086, 60, 27.553552010909712, 95, 'Low Risk'),
(112145, 85, 14, '49:46.0', 36.52578396250456, 95.97869688558504, 116, 79, 20, 'Female', 60.41363170121935, 1.6721797021886622, 0.092305827, 37, 21.60573518668302, 91.33333333333333, 'Low Risk'),
(112146, 72, 12, '48:46.0', 36.88186012, 96.69407447596203, 116, 77, 77, 'Male', 99.45089870581333, 1.7334333959893864, 0.12546070504704654, 39, 33.09743923, 90, 'High Risk'),
(112147, 79, 12, '47:46.0', 36.58409981809595, 98.91870275397359, 131, 73, 86, 'Female', 87.43787334358346, 1.5799672635821644, 0.13364128773857586, 58, 35.02703763452287, 92.33333333333333, 'High Risk'),
(112148, 82, 19, '46:46.0', 36.704560410977656, 96.05541578, 126, 71, 81, 'Male', 78.21452749925007, 1.5154773686025058, 0.11272215414734287, 55, 34.055598386303686, 89.33333333333333, 'High Risk'),
(112149, 78, 13, '45:46.0', 37.222455977292014, 95.44872698863955, 131, 80, 56, 'Female', 69.65382219008525, 1.9550193523552493, 0.1417942113400567, 51, 18.223963270180107, 97, 'High Risk'),
(112150, 67, 12, '44:46.0', 36.652863734439244, 98.22931517, 114, 88, 65, 'Female', 98.51601586492555, 1.627106757878329, 0.072230148, 26, 37.211291404851984, 96.66666666666667, 'High Risk'),
(112151, 80, 15, '43:46.0', 36.15261902842514, 96.81181065184094, 111, 86, 44, 'Female', 83.74524097106416, 1.9639745413102214, 0.099489642, 25, 21.71143001149739, 94.33333333333333, 'Low Risk'),
(112152, 96, 17, '42:46.0', 37.04556283064257, 96.93371691492017, 126, 73, 67, 'Female', 90.32764595, 1.5399682993047636, 0.091617444, 53, 38.08878597934371, 90.66666666666666, 'High Risk'),
(112153, 93, 16, '41:46.0', 37.30088403001571, 96.58762256299357, 115, 79, 23, 'Male', 63.17285499258668, 1.5133474073311057, 0.1309944182638974, 36, 27.583745072995278, 91, 'High Risk'),
(112154, 78, 18, '40:46.0', 37.11537398260085, 98.40922672, 121, 82, 25, 'Female', 67.95048993581483, 1.5507694128097387, 0.097803001, 39, 28.255183982233007, 95, 'Low Risk'),
(112155, 86, 13, '39:46.0', 36.225165043346614, 95.53496438718051, 126, 85, 66, 'Male', 88.68154004926133, 1.5623922082502593, 0.10414266690188792, 41, 36.32897106437914, 98.66666666666667, 'High Risk'),
(112156, 97, 19, '38:46.0', 36.66408777821829, 97.34947061815177, 130, 89, 31, 'Female', 92.12334588, 1.6633757830019018, 0.095805788, 41, 33.29576168, 102.66666666666667, 'High Risk'),
(112157, 66, 15, '37:46.0', 37.141886584296515, 95.75277488861771, 116, 85, 61, 'Male', 52.16347694951442, 1.5510747270290017, 0.056940363, 31, 21.682087283082577, 95.33333333333333, 'Low Risk'),
(112158, 68, 16, '36:46.0', 37.058713193289805, 98.20445966, 120, 72, 30, 'Female', 84.99764694496453, 1.7537435765638167, 0.055218466, 48, 27.63597023596703, 88, 'Low Risk'),
(112159, 86, 19, '35:46.0', 36.70665582483951, 95.32006598, 116, 77, 84, 'Female', 56.49247933890966, 1.9614704674350842, 0.11287209691151366, 39, 14.683415496352602, 90, 'High Risk'),
(112160, 96, 17, '34:46.0', 36.20312415162748, 96.08913325463725, 118, 79, 67, 'Female', 73.94891480926096, 1.871445280062873, 0.081993424, 39, 21.11434137490391, 92, 'High Risk'),
(112161, 86, 19, '33:46.0', 36.84602179835034, 96.02189802690266, 120, 74, 29, 'Female', 74.77750616962325, 1.9412802210778048, 0.12073416345222836, 46, 19.842414512881255, 89.33333333333333, 'Low Risk'),
(112162, 69, 13, '32:46.0', 36.78943066007073, 95.80844282419602, 137, 81, 18, 'Male', 87.69629652773472, 1.7095908548578094, 0.13884173119850546, 56, 30.00522455013375, 99.66666666666666, 'High Risk'),
(112163, 79, 13, '31:46.0', 36.794631391908666, 98.19441494068255, 128, 81, 42, 'Female', 95.86803845793096, 1.7106420045816237, 0.13967398444657864, 47, 32.760881413043776, 96.66666666666667, 'High Risk'),
(112164, 62, 19, '30:46.0', 36.82370587, 99.20797677571855, 114, 82, 81, 'Female', 58.450498679782875, 1.7335261414222276, 0.090565777, 32, 19.450350437932272, 92.66666666666667, 'Low Risk'),
(112165, 67, 17, '29:46.0', 37.12816709544533, 95.29771048008294, 127, 79, 65, 'Male', 98.59026922156488, 1.8368215945254074, 0.064579042, 48, 29.221338120468957, 95, 'Low Risk'),
(112166, 80, 18, '28:46.0', 37.30676267062613, 95.06542176042382, 118, 70, 29, 'Male', 51.64531616050784, 1.8990680924584955, 0.050176, 48, 14.320225818432577, 86, 'High Risk'),
(112167, 77, 19, '27:46.0', 37.13581323842784, 97.67982999, 121, 86, 75, 'Female', 89.49504948506961, 1.894407603780563, 0.10931545227961398, 35, 24.937456535122088, 97.66666666666667, 'Low Risk'),
(112168, 99, 17, '26:46.0', 36.12123717755601, 95.11277976039442, 114, 81, 22, 'Male', 89.65259648894144, 1.553675890857587, 0.11498061769868435, 33, 37.14001020287797, 92, 'High Risk'),
(112169, 92, 16, '25:46.0', 36.22282852768125, 96.61971952, 111, 74, 53, 'Male', 50.11123072, 1.5487512077258225, 0.064494372, 37, 20.891602448618688, 86.33333333333333, 'High Risk'),
(112170, 92, 15, '24:46.0', 36.18000674851704, 97.01488214710072, 135, 86, 37, 'Female', 97.71678423616012, 1.7381269353285407, 0.1384410982626863, 49, 32.34492785412109, 102.33333333333333, 'High Risk'),
(112171, 75, 13, '23:46.0', 36.922433152886335, 97.28315185968924, 136, 81, 81, 'Female', 79.64659415032938, 1.9978947449424374, 0.1245544869250285, 55, 19.95363391718373, 99.33333333333333, 'Low Risk'),
(112172, 91, 12, '22:46.0', 36.99476208978111, 95.33757493493029, 128, 79, 40, 'Female', 95.22325515294939, 1.9331517055178118, 0.085353837, 49, 25.48068796879675, 95.33333333333333, 'High Risk'),
(112173, 62, 14, '21:46.0', 36.33515257340749, 99.20080071794551, 114, 76, 38, 'Female', 85.49755970702267, 1.531073191725598, 0.13365456630116812, 38, 36.47218772748596, 88.66666666666667, 'High Risk'),
(112174, 89, 18, '20:46.0', 36.84215004, 95.99647386631364, 139, 83, 37, 'Female', 57.70171792664194, 1.5675670017187808, 0.10036835886574223, 56, 23.482077547763367, 101.66666666666666, 'Low Risk'),
(112175, 99, 18, '19:46.0', 36.25551397632087, 99.39781751583281, 135, 76, 68, 'Female', 88.01871667974382, 1.816094450158919, 0.055325236352895046, 59, 26.686902547343642, 95.66666666666666, 'High Risk'),
(112176, 66, 17, '18:46.0', 37.377990613444716, 95.47624867108567, 114, 87, 36, 'Male', 69.71749292495913, 1.5633384483011292, 0.11874506092812999, 27, 28.525662752538835, 96, 'Low Risk'),
(112177, 81, 15, '17:46.0', 37.10436916048711, 98.18326772335759, 116, 78, 21, 'Male', 83.36586793052084, 1.7158723561538027, 0.11713524172221414, 38, 28.315114422724776, 90.66666666666667, 'Low Risk'),
(112178, 90, 19, '16:46.0', 36.531050336677914, 98.81605344905573, 122, 78, 62, 'Male', 56.41361012412061, 1.7131293978663356, 0.14080569566892082, 44, 19.22222060802949, 92.66666666666667, 'Low Risk'),
(112179, 96, 17, '15:46.0', 37.28101257266488, 98.92508635485902, 120, 73, 41, 'Female', 62.69701249312235, 1.629049413, 0.1346808564502453, 47, 23.62535437715818, 88.66666666666667, 'High Risk'),
(112180, 64, 15, '14:46.0', 37.332791906014926, 97.30661622579024, 127, 70, 19, 'Male', 68.81597558124288, 1.8838775750387982, 0.1168536480157617, 57, 19.390272754528084, 89, 'Low Risk'),
(112181, 75, 14, '13:46.0', 37.319177370852316, 98.38132513589485, 115, 74, 66, 'Female', 70.21399228216168, 1.9991357793362992, 0.095401642, 41, 17.568678004694043, 87.66666666666667, 'High Risk'),
(112182, 71, 12, '12:46.0', 37.34027877904776, 97.96011288801269, 114, 72, 80, 'Male', 81.30752549287452, 1.9485967406445908, 0.072788121, 42, 21.413457725943537, 86, 'Low Risk'),
(112183, 84, 13, '11:46.0', 37.08313528572029, 95.75116166919365, 115, 79, 66, 'Male', 81.38956375715053, 1.6110282965536067, 0.14719239799478778, 36, 31.359012886626477, 91, 'High Risk'),
(112184, 92, 13, '10:46.0', 36.42826119037694, 96.82927039995066, 137, 82, 29, 'Male', 81.23816921593453, 1.5785917826858449, 0.10797475070067125, 55, 32.60021408216864, 100.33333333333333, 'High Risk'),
(112185, 72, 19, '09:46.0', 37.19072884, 98.80298887897875, 136, 85, 56, 'Female', 80.32177346462706, 1.7168064451238327, 0.050301664, 51, 27.25151297575672, 102, 'Low Risk'),
(112186, 79, 13, '08:46.0', 36.177173204192265, 99.11328479246478, 131, 78, 82, 'Female', 82.78213854736615, 1.584428773513445, 0.073227029, 53, 32.97548564, 95.66666666666666, 'High Risk'),
(112187, 68, 12, '07:46.0', 37.05928416654148, 97.53729533366305, 110, 81, 55, 'Female', 86.32200836267776, 1.735066642249859, 0.13644038109595025, 29, 28.67406170585388, 90.66666666666667, 'Low Risk'),
(112188, 94, 13, '06:46.0', 36.134101805041034, 95.94446203584636, 129, 70, 81, 'Female', 60.85962962230353, 1.7849249854971028, 0.070523437, 59, 19.10246300506612, 89.66666666666666, 'High Risk'),
(112189, 81, 13, '05:46.0', 36.21313033517288, 96.0193556, 127, 84, 85, 'Male', 80.67974472889144, 1.752873222, 0.095620494, 43, 26.258112352151898, 98.33333333333333, 'Low Risk'),
(112190, 80, 17, '04:46.0', 36.66878800573935, 96.53628427967804, 136, 81, 73, 'Male', 82.91736273768606, 1.6788918365415433, 0.1131723223206754, 55, 29.417112794096195, 99.33333333333333, 'Low Risk'),
(112191, 68, 17, '03:46.0', 36.34920983220292, 96.10732399308057, 132, 83, 54, 'Male', 82.94594371904205, 1.711521599, 0.14789932160503017, 49, 28.315900928221467, 99.33333333333333, 'Low Risk'),
(112192, 82, 12, '02:46.0', 36.48793657528174, 96.45433083, 119, 71, 78, 'Female', 59.68731753171584, 1.568466268584637, 0.14866951151102825, 48, 24.26228471725543, 87, 'Low Risk'),
(112193, 80, 14, '01:46.0', 36.35011065018092, 99.35953028737177, 123, 76, 18, 'Female', 91.63178545, 1.518122072016468, 0.096973633, 47, 39.75875347391027, 91.66666666666667, 'High Risk'),
(112194, 67, 13, '00:46.0', 37.307952727251774, 99.59100395014433, 119, 85, 48, 'Female', 85.90565232, 1.9678438698229583, 0.065258901, 34, 22.184031004746128, 96.33333333333333, 'Low Risk'),
(112195, 97, 18, '59:46.0', 37.32660850669642, 95.50249618995085, 116, 71, 76, 'Male', 72.46097799254082, 1.6340573215253513, 0.11190238982734724, 45, 27.137486283071652, 86, 'High Risk'),
(112196, 81, 15, '58:46.0', 36.83116490004123, 97.68857503972784, 125, 81, 50, 'Male', 61.89066307309974, 1.507914727467781, 0.11985331560936434, 44, 27.218962659480386, 95.66666666666667, 'Low Risk'),
(112197, 60, 14, '57:46.0', 37.36243218476544, 97.83092130241279, 122, 82, 75, 'Male', 82.58166457694892, 1.5986560101581697, 0.13609419001736853, 40, 32.31272489337984, 95.33333333333333, 'High Risk'),
(112198, 67, 14, '56:46.0', 36.69221184001082, 96.18765830247875, 122, 74, 39, 'Female', 87.59941175567528, 1.5968418822658133, 0.093969717, 48, 34.35400386060511, 90, 'High Risk'),
(112199, 84, 19, '55:46.0', 36.089745064757494, 98.17576911856321, 139, 83, 41, 'Female', 83.07719741325006, 1.795021746, 0.060369048, 56, 25.783531938546187, 101.66666666666666, 'Low Risk'),
(112200, 61, 15, '54:46.0', 37.200075034580706, 98.06531811, 137, 84, 51, 'Male', 62.999256848722446, 1.5484466646372501, 0.065850329, 53, 26.275012094865808, 101.66666666666666, 'Low Risk'),
(112201, 84, 14, '53:46.0', 36.17108948105835, 98.06943166427767, 124, 72, 55, 'Male', 80.82128084305548, 1.8365219894544222, 0.076982385, 52, 23.96257379751818, 89.33333333333333, 'Low Risk'),
(112202, 62, 19, '52:46.0', 36.18284881178229, 97.96179881659157, 117, 74, 83, 'Male', 70.99490802, 1.6269186485377507, 0.1265641872671301, 43, 26.822269775699347, 88.33333333333333, 'Low Risk'),
(112203, 61, 13, '51:46.0', 37.48226836915789, 99.20968056032392, 120, 89, 63, 'Female', 95.78009912487465, 1.987433345628375, 0.14859093831978332, 31, 24.248793642618836, 99.33333333333333, 'Low Risk'),
(112204, 60, 12, '50:46.0', 36.49303355449674, 95.23621372626235, 133, 72, 19, 'Male', 53.060686258185754, 1.6908396826143202, 0.12172069977934499, 61, 18.559573803626144, 92.33333333333333, 'Low Risk'),
(112205, 87, 13, '49:46.0', 37.377016977497384, 95.90818590147987, 113, 77, 38, 'Female', 98.97652917230752, 1.9300712094470729, 0.14654415174263452, 36, 26.569632978959824, 89, 'Low Risk'),
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(112383, 68, 13, '51:46.0', 37.362868331160755, 98.21806465015821, 132, 79, 62, 'Male', 78.30562680496115, 1.5802371830933848, 0.07541589, 53, 31.358004430881312, 96.66666666666666, 'High Risk'),
(112384, 74, 12, '50:46.0', 36.24516023165435, 96.78332636537817, 113, 76, 33, 'Male', 89.04500721336703, 1.7752978800728048, 0.080990052, 37, 28.25316491546089, 88.33333333333333, 'Low Risk'),
(112385, 94, 15, '49:46.0', 37.161322812388285, 97.28941721, 131, 83, 52, 'Male', 87.70367589929279, 1.7385635809761821, 0.10005160105264538, 48, 29.015939726886327, 99, 'High Risk'),
(112386, 90, 19, '48:46.0', 36.93171613762659, 99.57921171200954, 123, 79, 85, 'Male', 65.90427206023915, 1.7222055008673358, 0.074042545, 44, 22.21997793259622, 93.66666666666667, 'Low Risk'),
(112387, 70, 19, '47:46.0', 36.427717912293915, 96.63967372713218, 128, 75, 54, 'Female', 96.59536026949806, 1.7339873457904877, 0.11007004042581274, 53, 32.12657433213655, 92.66666666666666, 'High Risk'),
(112388, 87, 19, '46:46.0', 36.83518914001853, 97.3930275, 127, 75, 63, 'Male', 88.06288964530196, 1.965602225652442, 0.088939401, 52, 22.793008979648786, 92.33333333333333, 'Low Risk'),
(112389, 75, 16, '45:46.0', 36.69588670598813, 96.64182407142792, 127, 80, 23, 'Male', 89.02593127055923, 1.8491394794757698, 0.12953947830441614, 47, 26.03617508959062, 95.66666666666667, 'Low Risk'),
(112390, 92, 14, '44:46.0', 37.087371641324566, 96.93958169207619, 127, 79, 79, 'Female', 67.04592444020652, 1.582218070455393, 0.070175045, 48, 26.781796314261214, 95, 'High Risk'),
(112391, 67, 14, '43:46.0', 37.44402980561494, 99.60773521133653, 139, 89, 49, 'Male', 70.90368484515686, 1.9164040607319557, 0.14338087986874282, 50, 19.306103987512074, 105.66666666666666, 'Low Risk'),
(112392, 93, 13, '42:46.0', 36.82506325257726, 95.25184833192941, 118, 84, 49, 'Female', 63.17033832197391, 1.7695512549232824, 0.053092663617295435, 34, 20.173762789481486, 95.33333333333333, 'High Risk'),
(112393, 94, 18, '41:46.0', 37.46064032912142, 96.05170073074754, 112, 80, 56, 'Female', 97.09396084200945, 1.9145882125723048, 0.14438488932295257, 32, 26.487529684711603, 90.66666666666667, 'High Risk'),
(112394, 78, 14, '40:46.0', 36.61357072690241, 95.40509825815693, 121, 71, 45, 'Female', 58.36996495, 1.5412240518712483, 0.095624014, 50, 24.572982809624975, 87.66666666666666, 'Low Risk'),
(112395, 84, 17, '39:46.0', 36.77172440015158, 95.4387283, 124, 77, 62, 'Male', 70.31280249549098, 1.6523490583104026, 0.14557118381681444, 47, 25.753177053966166, 92.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(112399, 72, 16, '35:46.0', 36.70799356741044, 96.28305549863408, 137, 73, 20, 'Female', 50.565882823845214, 1.5660317166762816, 0.055883681, 64, 20.61847245405334, 94.33333333333333, 'Low Risk'),
(112400, 77, 13, '34:46.0', 36.88231008966845, 97.92394340212788, 117, 78, 21, 'Female', 50.814991730678386, 1.9080499309753158, 0.14117270691137726, 39, 13.95765272013734, 91, 'High Risk'),
(112401, 75, 19, '33:46.0', 37.23121056473623, 95.20197335382011, 130, 75, 69, 'Male', 96.93088433593314, 1.5848334113247264, 0.050047407072451866, 55, 38.591791361664654, 93.33333333333333, 'High Risk'),
(112402, 89, 14, '32:46.0', 36.84547560401729, 95.56899793082422, 134, 72, 72, 'Male', 78.50534701060101, 1.5359034613048617, 0.082154381, 62, 33.27908671700462, 92.66666666666666, 'High Risk'),
(112403, 81, 13, '31:46.0', 37.35476607051013, 95.23816605707347, 136, 73, 38, 'Male', 68.20912004867361, 1.82499637, 0.084417789, 63, 20.47945696712664, 94, 'Low Risk'),
(112404, 89, 19, '30:46.0', 36.942142178771945, 97.96306737241312, 116, 83, 88, 'Male', 55.45834035334917, 1.643834285212448, 0.1312380346037785, 33, 20.523470445368346, 94, 'Low Risk'),
(112405, 68, 12, '29:46.0', 36.07875457374229, 99.39936179482571, 120, 88, 19, 'Female', 98.36704675211743, 1.6632539285718195, 0.10311295919555738, 32, 35.557606300462936, 98.66666666666667, 'High Risk'),
(112406, 71, 13, '28:46.0', 36.708566389078975, 97.72011489563283, 127, 87, 73, 'Female', 80.69035202226007, 1.9595737822636394, 0.088606974, 40, 21.013498803210997, 100.33333333333333, 'Low Risk'),
(112407, 95, 17, '27:46.0', 36.84064050780025, 95.53298755702995, 136, 81, 43, 'Female', 56.082008463202186, 1.7218619092397929, 0.11157233860084652, 55, 18.91589615395579, 99.33333333333333, 'High Risk'),
(112408, 77, 16, '26:46.0', 36.029187494504924, 97.38571066350701, 130, 81, 87, 'Male', 78.24543421, 1.6325813078402773, 0.1375941534587421, 49, 29.356844024608563, 97.33333333333333, 'Low Risk'),
(112409, 81, 12, '25:46.0', 36.12596202, 99.91355949035135, 135, 84, 65, 'Female', 93.39372619618064, 1.6396434563306848, 0.063259443, 51, 34.73912399924562, 101, 'High Risk'),
(112410, 67, 19, '24:46.0', 36.29194342646721, 95.87902553067454, 129, 77, 69, 'Male', 64.28035323, 1.7800668040683312, 0.10645556697223546, 52, 20.28643118719166, 94.33333333333333, 'Low Risk'),
(112411, 78, 14, '23:46.0', 36.71661216, 98.98640823009897, 129, 72, 46, 'Female', 59.94744756007759, 1.838738522013708, 0.11645352168057516, 57, 17.730898633441935, 91, 'High Risk'),
(112412, 90, 19, '22:46.0', 36.67362782718493, 99.53286815408794, 131, 74, 87, 'Male', 99.10062441180779, 1.8632848832792857, 0.11998346984038538, 57, 28.544199610549498, 93, 'Low Risk'),
(112413, 96, 17, '21:46.0', 37.317558888217455, 99.42501914543577, 128, 76, 57, 'Female', 54.418085049872474, 1.9382919392620062, 0.11940440658133242, 52, 14.484545612780023, 93.33333333333333, 'High Risk'),
(112414, 86, 19, '20:46.0', 37.41153370961053, 97.49430798661668, 127, 79, 71, 'Female', 50.879130518552365, 1.8064894531971487, 0.10776066693781847, 48, 15.59081507085368, 95, 'High Risk'),
(112415, 61, 12, '19:46.0', 36.772418107066706, 95.70720660779837, 133, 85, 71, 'Male', 83.03339278624068, 1.9017670461358978, 0.071301591, 48, 22.95821657461117, 101, 'Low Risk'),
(112416, 93, 16, '18:46.0', 36.60401529383919, 98.30691694837915, 125, 77, 34, 'Male', 81.91038053651923, 1.555194362789553, 0.1280538234193723, 48, 33.86644392270327, 93, 'High Risk'),
(112417, 99, 13, '17:46.0', 36.37036794401861, 99.26591211250522, 120, 81, 49, 'Male', 72.85759724396317, 1.5733269838914776, 0.058280254, 39, 29.43315802496694, 94, 'High Risk'),
(112418, 84, 15, '16:46.0', 36.65233740917915, 96.86372274436778, 115, 89, 78, 'Male', 51.490377834791985, 1.9508171805531735, 0.13301923127236648, 26, 13.529848551267131, 97.66666666666667, 'High Risk'),
(112419, 73, 17, '15:46.0', 36.34416432773485, 98.67782912, 127, 81, 51, 'Male', 84.73332927795471, 1.7290133634579048, 0.14436142550823777, 46, 28.34376710685341, 96.33333333333333, 'Low Risk'),
(112420, 91, 18, '14:46.0', 37.42540016436487, 98.09202157380476, 113, 88, 47, 'Female', 59.09279467077053, 1.7843293850936517, 0.12494035397203196, 25, 18.560277882522893, 96.33333333333333, 'High Risk'),
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(112423, 69, 18, '11:46.0', 37.195532128207645, 95.57073779583658, 112, 71, 80, 'Female', 68.46685340216709, 1.8522742436930666, 0.1375659872812386, 41, 19.955829899741335, 84.66666666666667, 'Low Risk'),
(112424, 66, 18, '10:46.0', 36.64326072239331, 98.14468612785177, 115, 71, 30, 'Female', 61.411533982921064, 1.9276247934621333, 0.14048403272737953, 44, 16.52741523185742, 85.66666666666667, 'High Risk'),
(112425, 76, 13, '09:46.0', 37.14631682830214, 97.93290373541672, 130, 79, 31, 'Male', 61.54864387372125, 1.936064578334822, 0.094710725, 51, 16.420213883233508, 96, 'High Risk'),
(112426, 93, 12, '08:46.0', 37.37777069, 98.40029065376126, 119, 81, 83, 'Male', 98.92982164139622, 1.8783652971189295, 0.14009333094614468, 38, 28.039296561863274, 93.66666666666667, 'High Risk'),
(112427, 68, 17, '07:46.0', 36.58372304235827, 99.70169602555649, 134, 89, 57, 'Female', 92.89410202, 1.7442070340117743, 0.068837544, 45, 30.534588650664748, 104, 'High Risk'),
(112428, 86, 12, '06:46.0', 37.01831713692149, 97.73586913716694, 132, 89, 25, 'Male', 86.43715960235667, 1.567716317596138, 0.10851715524975131, 43, 35.169446201129865, 103.33333333333333, 'High Risk'),
(112429, 65, 12, '05:46.0', 36.93605192321155, 95.33498151899086, 128, 83, 40, 'Female', 95.76911693958702, 1.9044587896416445, 0.098912239, 45, 26.40476605582744, 98, 'Low Risk'),
(112430, 70, 16, '04:46.0', 36.516892505543765, 99.02766367869268, 122, 87, 61, 'Female', 53.75032783793875, 1.7076393942881989, 0.082235338, 35, 18.432692882341914, 98.66666666666667, 'High Risk'),
(112431, 82, 19, '03:46.0', 36.383093376727444, 98.74885545598615, 123, 81, 47, 'Male', 61.30851411, 1.8044791609828337, 0.075786375, 42, 18.828557485581506, 95, 'Low Risk'),
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(112433, 97, 16, '01:46.0', 36.78359078619933, 96.02015418507702, 124, 72, 54, 'Female', 68.54191291, 1.6878600877052232, 0.11605041770717549, 52, 24.05931916627317, 89.33333333333333, 'High Risk'),
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(112436, 71, 19, '58:46.0', 36.10962388053001, 96.90518362227947, 119, 84, 82, 'Male', 56.87745121045603, 1.7260735801530385, 0.11430605621703042, 35, 19.09068519839688, 95.66666666666667, 'Low Risk'),
(112437, 67, 18, '57:46.0', 36.229908001238236, 97.70330031573856, 125, 74, 44, 'Female', 78.82745478126803, 1.8185095967173581, 0.095839784, 51, 23.83670981861501, 91, 'Low Risk'),
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(112440, 85, 17, '54:46.0', 37.26423524611661, 97.32109162434061, 129, 85, 87, 'Female', 93.60764787, 1.789488824277679, 0.051072334, 44, 29.23165145280673, 99.66666666666667, 'Low Risk'),
(112441, 75, 15, '53:46.0', 37.05278415188663, 99.53559573549411, 113, 88, 77, 'Female', 73.68210143, 1.7019063404241888, 0.13294587738540103, 25, 25.438452660125396, 96.33333333333333, 'Low Risk'),
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(112443, 77, 15, '51:46.0', 37.071112159645146, 95.51912335128016, 132, 78, 53, 'Female', 67.05244274, 1.7647494042245593, 0.090842761, 54, 21.530222403109644, 96, 'Low Risk'),
(112444, 99, 17, '50:46.0', 36.59102846742863, 98.03814779418902, 114, 76, 34, 'Female', 75.30223644075795, 1.5009849824905674, 0.091802063, 38, 33.42375048283044, 88.66666666666667, 'High Risk'),
(112445, 62, 16, '49:46.0', 36.94433399695997, 99.98127655565814, 119, 86, 74, 'Male', 58.37920279767109, 1.9244284163592797, 0.10449225121019984, 33, 15.763572114652021, 97, 'High Risk'),
(112446, 69, 13, '48:46.0', 37.214768354229626, 97.83752793189196, 113, 75, 27, 'Female', 71.04276128446894, 1.8691284517064317, 0.13126235943030007, 38, 20.33487637920221, 87.66666666666667, 'Low Risk'),
(112447, 93, 18, '47:46.0', 37.29558827448214, 97.21103240319775, 134, 78, 85, 'Male', 65.78090823384126, 1.5999853735357423, 0.080176204, 56, 25.696137081235097, 96.66666666666666, 'High Risk'),
(112448, 86, 17, '46:46.0', 37.355336756890715, 97.46112488, 117, 73, 43, 'Male', 98.44737084763594, 1.6860770222961052, 0.050950637, 44, 34.629745708835415, 87.66666666666667, 'High Risk'),
(112449, 71, 18, '45:46.0', 36.778407053718006, 99.43899030571183, 136, 84, 57, 'Male', 51.89772575359747, 1.955300474388996, 0.11655994342958707, 52, 13.574421034267377, 101.33333333333333, 'High Risk'),
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(112451, 87, 16, '43:46.0', 36.62343323944025, 97.38124442311043, 125, 83, 61, 'Male', 97.08700899906619, 1.7082676675872093, 0.1028113053077902, 42, 33.269730252431586, 97, 'High Risk'),
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(112454, 71, 19, '40:46.0', 37.07091962, 95.82002231809534, 114, 70, 32, 'Female', 72.37174754423302, 1.7397993230284676, 0.092811443, 44, 23.909513783343154, 84.66666666666667, 'Low Risk'),
(112455, 73, 14, '39:46.0', 36.30502797, 95.11411215719995, 121, 83, 40, 'Male', 59.01356358959946, 1.9532477309945557, 0.092024047, 38, 15.468107574337917, 95.66666666666667, 'High Risk'),
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(112458, 75, 15, '36:46.0', 36.40955261372663, 99.61392169200698, 122, 84, 42, 'Female', 89.28707976435638, 1.981642983445043, 0.149879691, 38, 22.737242376501733, 96.66666666666667, 'Low Risk'),
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(112463, 71, 12, '31:46.0', 36.863780834096794, 96.62134726, 129, 83, 87, 'Female', 71.92633783387777, 1.9732729573490007, 0.091760349, 46, 18.471987253778817, 98.33333333333333, 'High Risk'),
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(112466, 91, 15, '28:46.0', 36.857163951432376, 96.45223122792666, 134, 75, 21, 'Female', 90.23166334945402, 1.8225017646343378, 0.062965921, 59, 27.16583436090755, 94.66666666666666, 'High Risk'),
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(112643, 84, 15, '31:46.0', 36.67041273253565, 95.33744423, 131, 89, 42, 'Male', 56.73453840669133, 1.7458283543896052, 0.080077164, 42, 18.614202766064334, 103, 'Low Risk'),
(112644, 63, 19, '30:46.0', 37.28155445429761, 97.01364808987363, 130, 71, 49, 'Male', 51.61524432411081, 1.7627925606042485, 0.050980500107597464, 59, 16.610227065995144, 90.66666666666666, 'High Risk'),
(112645, 90, 15, '29:46.0', 36.080020498211915, 98.30617869988964, 110, 87, 47, 'Female', 79.34884156816062, 1.791789122764963, 0.12126834153807693, 23, 24.71535194144629, 94.66666666666667, 'Low Risk'),
(112646, 99, 12, '28:46.0', 37.12926906, 97.58671092690653, 117, 89, 61, 'Female', 99.08724535191797, 1.668218184159853, 0.12015413051788687, 28, 35.60508717, 98.33333333333333, 'High Risk'),
(112647, 65, 12, '27:46.0', 36.15579845072463, 98.50727084851478, 111, 81, 29, 'Male', 87.96430437798475, 1.6297992450925927, 0.11621068954868564, 30, 33.11602852663222, 91, 'High Risk'),
(112648, 97, 14, '26:46.0', 36.34447776616009, 98.65048586, 132, 76, 62, 'Male', 69.31973801046772, 1.7972344868196177, 0.094675476, 56, 21.460875022900737, 94.66666666666666, 'High Risk'),
(112649, 60, 14, '25:46.0', 36.86593629106419, 98.78286294617057, 118, 87, 82, 'Female', 87.54645599455753, 1.7227816566929377, 0.069622141, 31, 29.49701655796605, 97.33333333333333, 'Low Risk'),
(112650, 64, 12, '24:46.0', 36.04455818756889, 97.13890178700501, 114, 76, 87, 'Female', 65.37234820941354, 1.9575055540795687, 0.10992803979122134, 38, 17.06035560768133, 88.66666666666667, 'High Risk'),
(112651, 93, 16, '23:46.0', 36.022184495852265, 98.52056775322498, 114, 75, 89, 'Male', 79.78703997860481, 1.5636176901560555, 0.14212819003715685, 39, 32.634067164074175, 88, 'High Risk'),
(112652, 84, 17, '22:46.0', 36.215685671353576, 96.94033682901974, 131, 70, 41, 'Male', 64.74080257441997, 1.7438196312927028, 0.11168736009106661, 61, 21.289965318051106, 90.33333333333333, 'Low Risk'),
(112653, 80, 13, '21:46.0', 37.38794260487228, 95.07341901725239, 111, 89, 22, 'Male', 63.348011414660704, 1.526382696951127, 0.080923821, 22, 27.189806559861513, 96.33333333333333, 'Low Risk'),
(112654, 99, 12, '20:46.0', 37.10151936682813, 96.73450279774559, 112, 82, 38, 'Female', 55.388189735319536, 1.6516611526115792, 0.11203786478597587, 30, 20.303703505371082, 92, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(112656, 90, 14, '18:46.0', 36.12236849736246, 98.98211815748753, 129, 83, 69, 'Female', 54.70799467733127, 1.7651042570307647, 0.08523079, 46, 17.559416139004693, 98.33333333333333, 'High Risk'),
(112657, 88, 16, '17:46.0', 36.22230362540536, 97.29540934994967, 115, 84, 31, 'Female', 55.90457772971107, 1.9777754460653147, 0.079411172, 31, 14.29201323503084, 94.33333333333333, 'High Risk'),
(112658, 84, 19, '16:46.0', 36.66628312, 99.84689446220364, 124, 77, 61, 'Male', 63.96204930099732, 1.5069960877657078, 0.06669945, 47, 28.164245420745335, 92.66666666666667, 'Low Risk'),
(112659, 79, 17, '15:46.0', 36.00804027607965, 99.79641653476926, 110, 77, 29, 'Male', 81.79454458033645, 1.8430866916269426, 0.13475116844622614, 33, 24.078687602702605, 88, 'Low Risk'),
(112660, 66, 16, '14:46.0', 36.96101558706018, 97.25450444361874, 131, 74, 70, 'Female', 93.47169143775466, 1.9030809022889033, 0.051470109397691505, 57, 25.80866850874831, 93, 'Low Risk'),
(112661, 60, 17, '13:46.0', 37.042337058740934, 96.64758612298112, 136, 73, 86, 'Female', 98.11346247029067, 1.9804462182731328, 0.073510236, 63, 25.01511457316941, 94, 'Low Risk'),
(112662, 62, 19, '12:46.0', 36.80498312188562, 95.32291368648252, 137, 87, 75, 'Male', 82.74057095452096, 1.6267252566360757, 0.094879286, 50, 31.267279383887256, 103.66666666666666, 'High Risk'),
(112663, 62, 17, '11:46.0', 36.19344033208566, 98.72221709456593, 111, 78, 20, 'Female', 58.44206545477598, 1.7536771126806652, 0.12207674795348292, 33, 19.003180273219485, 89, 'Low Risk'),
(112664, 87, 13, '10:46.0', 36.25627023426271, 98.47212805684899, 122, 72, 37, 'Female', 56.51472055640716, 1.6209439132954473, 0.07233043, 50, 21.509266899603695, 88.66666666666666, 'Low Risk'),
(112665, 87, 16, '09:46.0', 36.89534914098679, 96.29041310900448, 111, 89, 38, 'Female', 54.578362512013264, 1.64825088, 0.051626961015952134, 22, 20.089719322578503, 96.33333333333333, 'Low Risk'),
(112666, 65, 12, '08:46.0', 36.985070471616105, 98.30038304, 112, 79, 75, 'Male', 69.97629241227995, 1.8414986364100538, 0.1055574709370164, 33, 20.63517351643193, 90, 'Low Risk'),
(112667, 95, 19, '07:46.0', 36.21193256977029, 97.94325841696784, 115, 75, 61, 'Female', 81.83515512292911, 1.748373507, 0.071867184, 40, 26.77142421280248, 88.33333333333333, 'High Risk'),
(112668, 74, 17, '06:46.0', 37.31763043548575, 95.29333727675112, 131, 78, 59, 'Male', 69.19684905392778, 1.9950536405075252, 0.069305125, 53, 17.385098874316835, 95.66666666666666, 'High Risk'),
(112669, 65, 15, '05:46.0', 36.85995925, 99.08847034, 131, 71, 89, 'Male', 74.23744029010868, 1.7443375418655822, 0.05650089, 60, 24.39843293395234, 91, 'Low Risk'),
(112670, 69, 12, '04:46.0', 36.61294810855313, 97.38267253194942, 116, 76, 45, 'Male', 78.12789741377816, 1.9806008055792264, 0.11423662445782133, 40, 19.916463924832378, 89.33333333333333, 'Low Risk'),
(112671, 61, 18, '03:46.0', 36.80181132727485, 97.10583045758257, 133, 72, 26, 'Female', 58.249574648240454, 1.8397864663301147, 0.1406701050086424, 61, 17.20909051101491, 92.33333333333333, 'High Risk'),
(112672, 85, 19, '02:46.0', 37.33644418394432, 95.29226493168935, 124, 76, 84, 'Female', 88.42449138753155, 1.556644354871451, 0.11903056419413932, 48, 36.491672485106676, 92, 'High Risk'),
(112673, 84, 14, '01:46.0', 37.41383617743857, 97.80170855641218, 139, 77, 65, 'Female', 61.26025607486095, 1.9036789887454533, 0.13448817699378984, 62, 16.90407359341335, 97.66666666666666, 'High Risk'),
(112674, 63, 19, '00:46.0', 36.823697238852354, 96.07946079306508, 112, 86, 44, 'Female', 94.45498941301715, 1.602138244007029, 0.13679286468333732, 26, 36.798060478805525, 94.66666666666667, 'High Risk'),
(112675, 97, 16, '59:46.0', 36.83064463201541, 97.84801445616739, 117, 78, 89, 'Female', 75.34522737102986, 1.8986125481144616, 0.067746415, 39, 20.901769499379444, 91, 'High Risk'),
(112676, 88, 16, '58:46.0', 37.30127414235549, 98.08323922, 128, 70, 52, 'Female', 53.818250610858634, 1.900310763399069, 0.12898970415834193, 58, 14.903227129368613, 89.33333333333333, 'High Risk'),
(112677, 70, 14, '57:46.0', 37.324914657745246, 99.06934816356284, 121, 78, 87, 'Female', 51.529823292532065, 1.5038834973703252, 0.098814859, 43, 22.784015414391593, 92.33333333333333, 'Low Risk'),
(112678, 78, 15, '56:46.0', 36.22171687119898, 98.71842062865284, 116, 70, 28, 'Male', 54.63947745393726, 1.9766571899257905, 0.08467437, 46, 13.984399567981297, 85.33333333333333, 'High Risk'),
(112679, 95, 17, '55:46.0', 36.17651925, 96.97926479091369, 137, 84, 81, 'Female', 55.06987869345279, 1.8699138041734338, 0.088334745, 53, 15.749651356689693, 101.66666666666666, 'High Risk'),
(112680, 86, 18, '54:46.0', 37.04419811042544, 98.82022452059235, 125, 84, 55, 'Female', 63.71225402383972, 1.935681936348284, 0.1164225124172813, 41, 17.00415187835329, 97.66666666666667, 'High Risk'),
(112681, 81, 16, '53:46.0', 36.320481633248775, 95.69427822543749, 118, 82, 29, 'Male', 54.47230056390863, 1.712000321575279, 0.062045195, 36, 18.58523400658399, 94, 'Low Risk'),
(112682, 87, 17, '52:46.0', 36.3462272, 98.41061068751809, 113, 79, 87, 'Female', 92.13187850147943, 1.919742653, 0.14271779736428228, 34, 24.999072613615017, 90.33333333333333, 'Low Risk'),
(112683, 73, 19, '51:46.0', 36.922035774300184, 95.67734450830008, 130, 87, 64, 'Male', 94.88232251715058, 1.9517017287689362, 0.070520028, 43, 24.909121621223818, 101.33333333333333, 'Low Risk'),
(112684, 63, 14, '50:46.0', 36.18734951149776, 95.64604721, 135, 80, 29, 'Male', 64.83182798176048, 1.7964598062384844, 0.14898770232683312, 55, 20.088765881160285, 98.33333333333333, 'Low Risk'),
(112685, 90, 13, '49:46.0', 37.327208511133634, 96.48933616472324, 117, 87, 32, 'Male', 69.09701778617227, 1.7399373456070157, 0.1134670316746243, 30, 22.82401710376405, 97, 'Low Risk'),
(112686, 93, 18, '48:46.0', 36.33174812784831, 98.50399979667849, 122, 83, 65, 'Male', 82.98285615558453, 1.9564552457223514, 0.064377941, 39, 21.679464121683733, 96, 'High Risk'),
(112687, 85, 13, '47:46.0', 36.566345275756376, 99.80527273480672, 139, 84, 79, 'Male', 97.35104038517278, 1.5632658124958543, 0.086990772, 55, 39.83592780281728, 102.33333333333333, 'High Risk'),
(112688, 93, 18, '46:46.0', 37.45784804738265, 99.85383052837902, 128, 77, 76, 'Male', 73.90247052435284, 1.5371079475963543, 0.063838841, 51, 31.278809908137937, 94, 'High Risk'),
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(112690, 69, 18, '44:46.0', 36.64079321384514, 97.10034850301801, 133, 70, 50, 'Male', 60.03931388114114, 1.8985126184345722, 0.094243865, 63, 16.657458675410133, 91, 'High Risk'),
(112691, 96, 14, '43:46.0', 36.00646924359773, 96.27754765269195, 119, 72, 30, 'Female', 53.81353257454626, 1.715301610459927, 0.090351044, 47, 18.289865483999865, 87.66666666666667, 'High Risk'),
(112692, 91, 17, '42:46.0', 37.025815118711506, 99.32747412720576, 116, 72, 29, 'Female', 81.15929814487463, 1.9943676306812501, 0.08079023, 44, 20.404588889971098, 86.66666666666667, 'High Risk'),
(112693, 82, 16, '41:46.0', 36.90740232951221, 98.30792474593274, 126, 73, 50, 'Male', 65.25695547690692, 1.8788817485081912, 0.08211213, 53, 18.48535999865927, 90.66666666666666, 'High Risk'),
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(112695, 77, 16, '39:46.0', 37.31362146603638, 95.13597172, 111, 81, 28, 'Male', 97.96577442173995, 1.9877295938134971, 0.077553367, 30, 24.79475199142064, 91, 'Low Risk'),
(112696, 63, 17, '38:46.0', 36.772965167482475, 98.07069510939724, 120, 86, 42, 'Female', 69.94724227747358, 1.991723743996831, 0.07372557, 34, 17.63243921052352, 97.33333333333333, 'High Risk'),
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(112698, 71, 19, '36:46.0', 36.83242565925299, 95.39499634920072, 118, 89, 43, 'Female', 76.97551523045657, 1.8791644975852457, 0.14305181294422914, 29, 21.79831915, 98.66666666666667, 'Low Risk'),
(112699, 73, 12, '35:46.0', 36.060874826295176, 95.50035044644781, 130, 88, 21, 'Male', 69.75502934351364, 1.6707182300752372, 0.063877783, 42, 24.990163805399256, 102, 'Low Risk'),
(112700, 96, 16, '34:46.0', 37.30237330883528, 98.04365070808696, 121, 79, 43, 'Male', 53.85467625331638, 1.5986012802849197, 0.13623856021593062, 42, 21.07381225214684, 93, 'High Risk'),
(112701, 94, 18, '33:46.0', 36.85817756841505, 98.16366965, 119, 72, 72, 'Female', 98.50589130598546, 1.5917079257854727, 0.083217901, 47, 38.880822835250484, 87.66666666666667, 'High Risk'),
(112702, 90, 14, '32:46.0', 36.58563581794168, 99.78522991011587, 136, 76, 32, 'Female', 87.68106447834477, 1.5510901475829237, 0.13706742680556577, 60, 36.444478086108276, 96, 'High Risk'),
(112703, 97, 18, '31:46.0', 36.772580755732655, 97.26102112889954, 130, 78, 46, 'Female', 96.84208814507073, 1.9379500012004258, 0.058118664, 52, 25.785704952136527, 95.33333333333333, 'High Risk'),
(112704, 63, 15, '30:46.0', 36.431793719986956, 98.08246006, 125, 70, 67, 'Female', 76.19700603, 1.9222766779101268, 0.14065497663835716, 55, 20.62082864812222, 88.33333333333333, 'Low Risk'),
(112705, 74, 15, '29:46.0', 36.381965296985086, 97.73002744, 110, 79, 23, 'Female', 82.75496799536626, 1.9858047054517365, 0.13976651426458492, 31, 20.98558132484467, 89.33333333333333, 'Low Risk'),
(112706, 62, 15, '28:46.0', 37.30223339396074, 99.32012921139908, 128, 70, 56, 'Male', 76.31309539895207, 1.5885440623244518, 0.052846991, 58, 30.241305710206465, 89.33333333333333, 'High Risk'),
(112707, 82, 19, '27:46.0', 37.43262509003491, 98.66732700858306, 134, 78, 34, 'Male', 64.96395743157552, 1.9844507337569863, 0.12640427109635843, 56, 16.496500709840703, 96.66666666666666, 'High Risk'),
(112708, 86, 13, '26:46.0', 36.26971677452668, 95.30659716239718, 113, 86, 88, 'Female', 83.03656446194168, 1.9064174005577512, 0.077578482, 27, 22.84722116859864, 95, 'Low Risk'),
(112709, 99, 15, '25:46.0', 36.603955334695435, 97.38613704037843, 125, 79, 23, 'Female', 83.63509725460287, 1.6892598752605736, 0.054786349, 46, 29.308637765360633, 94.33333333333333, 'High Risk'),
(112710, 63, 12, '24:46.0', 36.90959642019387, 98.84920348276975, 125, 73, 86, 'Female', 90.89974812546694, 1.8753383183586645, 0.058752364798608986, 52, 25.84660017622054, 90.33333333333333, 'Low Risk'),
(112711, 75, 16, '23:46.0', 36.64753914030281, 97.64173351306758, 119, 74, 19, 'Male', 78.88474705384607, 1.7224135930508646, 0.13124952444231758, 45, 26.589988460174084, 89, 'Low Risk'),
(112712, 87, 12, '22:46.0', 36.94727762140772, 95.89903665044028, 127, 88, 62, 'Male', 66.05310874280457, 1.8312841906860107, 0.074329287, 39, 19.696169353720407, 101, 'Low Risk'),
(112713, 90, 19, '21:46.0', 36.45127160399862, 96.98611112934613, 123, 70, 33, 'Male', 84.62176010109494, 1.8214184191508105, 0.050375128, 53, 25.507189348610748, 87.66666666666666, 'Low Risk'),
(112714, 81, 14, '20:46.0', 36.53867189511451, 95.16457180546573, 115, 70, 67, 'Female', 99.48549548, 1.9157242064848983, 0.098455991, 45, 27.107770084441675, 85, 'Low Risk'),
(112715, 83, 19, '19:46.0', 36.58411918700387, 97.95908859706327, 111, 82, 36, 'Male', 62.668499493118006, 1.751352015699073, 0.089509011, 29, 20.43160120349387, 91.66666666666667, 'Low Risk'),
(112716, 91, 18, '18:46.0', 37.15810699399952, 98.16480971342922, 137, 80, 47, 'Female', 75.97338150291273, 1.549542108729469, 0.13760987841942093, 57, 31.64132718423307, 99, 'High Risk'),
(112717, 70, 18, '17:46.0', 37.125152827089984, 95.56038315, 115, 89, 73, 'Female', 73.00974605122605, 1.5920924110717045, 0.1383216987956939, 26, 28.803435666477863, 97.66666666666667, 'Low Risk'),
(112718, 74, 14, '16:46.0', 36.456415426111036, 96.14181465982483, 134, 75, 66, 'Female', 53.97796552, 1.5872318688223104, 0.11799413223639765, 59, 21.425736623777066, 94.66666666666666, 'Low Risk'),
(112719, 72, 16, '15:46.0', 36.207956312677965, 98.94985209330945, 112, 89, 41, 'Female', 84.46458357, 1.6010886377430897, 0.13275053855701938, 23, 32.949125625468504, 96.66666666666667, 'High Risk'),
(112720, 81, 16, '14:46.0', 36.48090063500988, 98.66398436954246, 114, 72, 47, 'Female', 92.70737980317134, 1.5830179514899019, 0.050587565, 42, 36.99496554075219, 86, 'High Risk'),
(112721, 90, 13, '13:46.0', 36.56185581155758, 95.55253612655606, 114, 85, 89, 'Male', 59.37131517220976, 1.8932869146357698, 0.11646178929323814, 29, 16.563183096829576, 94.66666666666667, 'High Risk'),
(112722, 80, 13, '12:46.0', 36.50353994, 95.56864449339828, 115, 70, 24, 'Female', 72.01482290192536, 1.6437015369666295, 0.11425897576846518, 45, 26.654833529381538, 85, 'Low Risk'),
(112723, 88, 16, '11:46.0', 36.38407528006711, 99.05147799844464, 118, 89, 89, 'Male', 86.53369046607148, 1.6212581202417091, 0.12988946435538173, 29, 32.921597215879224, 98.66666666666667, 'High Risk'),
(112724, 63, 18, '10:46.0', 36.12762304271711, 98.21620878084605, 132, 78, 23, 'Female', 80.22090407811075, 1.8171361678389621, 0.1266807135302752, 54, 24.294759654302943, 96, 'Low Risk'),
(112725, 75, 18, '09:46.0', 37.16814585989401, 99.03319088432193, 111, 76, 19, 'Female', 66.09085257532585, 1.5590784956207266, 0.1000248306556714, 35, 27.189761093201138, 87.66666666666667, 'Low Risk'),
(112726, 79, 19, '08:46.0', 36.097761698542406, 98.14827348098493, 126, 71, 27, 'Male', 89.82041700113136, 1.5068534044683393, 0.10871455423612528, 55, 39.557884644735964, 89.33333333333333, 'High Risk'),
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(112903, 78, 19, '11:46.0', 37.20665919704816, 98.52095720159264, 120, 86, 47, 'Female', 76.65788435752484, 1.5838918509954711, 0.086762541, 34, 30.55665286056612, 97.33333333333333, 'High Risk'),
(112904, 99, 17, '10:46.0', 36.44671274769845, 97.28969068287803, 122, 71, 79, 'Female', 58.66128369665819, 1.744351063329554, 0.075421052, 51, 19.278967618107217, 88, 'High Risk'),
(112905, 82, 14, '09:46.0', 36.89084214194404, 96.31372364702226, 134, 86, 18, 'Male', 50.77650430940951, 1.9923112093880226, 0.09642072, 48, 12.792294287457612, 102, 'High Risk'),
(112906, 72, 15, '08:46.0', 36.75504667, 95.26769504470433, 116, 76, 85, 'Male', 66.66049438066462, 1.8785606023029102, 0.066417589, 40, 18.889397697266162, 89.33333333333333, 'Low Risk'),
(112907, 96, 13, '07:46.0', 36.64607916012726, 97.41341666048415, 132, 76, 85, 'Female', 82.57381117, 1.7280378137289958, 0.064580655, 56, 27.65259204, 94.66666666666666, 'High Risk'),
(112908, 86, 13, '06:46.0', 37.42547009563424, 99.23257912106882, 128, 89, 18, 'Male', 98.18080839572275, 1.580374161234577, 0.13713801021627176, 39, 39.310336618936155, 102, 'High Risk'),
(112909, 95, 17, '05:46.0', 37.46374066271398, 95.85688190837897, 134, 84, 67, 'Male', 74.07071638974034, 1.9500308356485618, 0.1196400758593593, 50, 19.47886229116274, 100.66666666666666, 'High Risk'),
(112910, 91, 16, '04:46.0', 37.442851143094785, 95.55449198313042, 111, 88, 38, 'Female', 67.20582223458295, 1.8698778173648407, 0.077365105, 23, 19.221197439088765, 95.66666666666667, 'High Risk'),
(112911, 84, 18, '03:46.0', 37.25535779896149, 98.62415808, 130, 75, 79, 'Female', 51.133360989702815, 1.7548140834104036, 0.12499028583521961, 55, 16.60512378158244, 93.33333333333333, 'High Risk'),
(112912, 81, 12, '02:46.0', 37.47163568656138, 99.77833926832342, 130, 76, 54, 'Female', 94.19509862, 1.5099472064889128, 0.058877835, 54, 41.314716712909096, 94, 'High Risk'),
(112913, 88, 19, '01:46.0', 36.43922205747348, 95.18091903, 114, 85, 22, 'Male', 87.4882738, 1.5674156752845294, 0.085823766, 29, 35.610779174107876, 94.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(112915, 93, 19, '59:46.0', 36.41173489956653, 97.94525059849381, 136, 87, 83, 'Male', 90.86337259209215, 1.8775198557365724, 0.10590457791591909, 49, 25.776252382136416, 103.33333333333333, 'High Risk'),
(112916, 70, 16, '58:46.0', 37.19118071830386, 98.16380700474426, 128, 70, 59, 'Female', 97.80921581046971, 1.6399074613018987, 0.089250949, 58, 36.36981510906324, 89.33333333333333, 'High Risk'),
(112917, 77, 19, '57:46.0', 36.872088646433866, 95.87366126905273, 135, 72, 67, 'Male', 80.45646299126352, 1.5135239805057463, 0.11301681075823279, 63, 35.12224948808054, 93, 'High Risk'),
(112918, 72, 12, '56:46.0', 36.75371916575636, 99.77591581366397, 127, 76, 49, 'Female', 85.19293478424969, 1.632786399495725, 0.12219379547843379, 51, 31.955442144832958, 93, 'High Risk'),
(112919, 83, 19, '55:46.0', 37.220745732614525, 99.25812699705394, 125, 81, 70, 'Female', 99.97978100824214, 1.823583313037844, 0.14068176070179486, 44, 30.06498297197981, 95.66666666666667, 'High Risk'),
(112920, 72, 17, '54:46.0', 36.99542076050891, 95.03535422189356, 111, 70, 59, 'Female', 84.78224815, 1.9376264684542455, 0.091069816, 41, 22.582125239431385, 83.66666666666667, 'Low Risk'),
(112921, 77, 16, '53:46.0', 37.47539697081424, 99.00049351896214, 131, 78, 41, 'Female', 99.82052292394155, 1.5964847335880732, 0.09321188, 53, 39.16429387998441, 95.66666666666666, 'High Risk'),
(112922, 84, 12, '52:46.0', 37.29810668, 96.73289673, 120, 86, 21, 'Male', 53.47730255808185, 1.557142422, 0.11701557004222403, 34, 22.055292404924472, 97.33333333333333, 'Low Risk'),
(112923, 63, 13, '51:46.0', 36.89482306759685, 96.39151412654337, 115, 80, 27, 'Male', 64.09638651229179, 1.6878464094722085, 0.12401824140360003, 35, 22.499232216226726, 91.66666666666667, 'Low Risk'),
(112924, 60, 14, '50:46.0', 37.19967588096845, 97.36158078563989, 118, 88, 53, 'Female', 62.436445192157166, 1.5374296554423286, 0.068343406, 30, 26.414820316336325, 98, 'Low Risk'),
(112925, 97, 12, '49:46.0', 37.11511749650129, 95.38963691922362, 131, 85, 70, 'Female', 73.41861792, 1.8079432810302603, 0.10876747541215132, 46, 22.4613886, 100.33333333333333, 'High Risk'),
(112926, 99, 12, '48:46.0', 36.875662328047014, 97.27274718309455, 110, 75, 81, 'Male', 83.41305377720454, 1.807987667, 0.10510826293710729, 35, 25.517792046683677, 86.66666666666667, 'High Risk'),
(112927, 72, 18, '47:46.0', 36.685771907167776, 98.02344245, 111, 78, 26, 'Female', 58.84546863703923, 1.6205416712188911, 0.071112868, 33, 22.407459472889304, 89, 'Low Risk'),
(112928, 74, 17, '46:46.0', 36.24175361665307, 95.44346253882657, 132, 76, 85, 'Female', 64.67981771190574, 1.8818736413072716, 0.11735560062717675, 56, 18.26366231346788, 94.66666666666666, 'High Risk'),
(112929, 77, 13, '45:46.0', 36.97855018714964, 99.17501822440124, 135, 76, 29, 'Female', 93.62489127736379, 1.7599342828901205, 0.13885126750259735, 59, 30.22723509769073, 95.66666666666666, 'High Risk'),
(112930, 79, 17, '44:46.0', 36.78376614892461, 96.70829036088814, 126, 70, 62, 'Male', 65.38045885004861, 1.6228920890487841, 0.10229273121792812, 56, 24.82382367143485, 88.66666666666666, 'Low Risk'),
(112931, 69, 14, '43:46.0', 36.38865337, 99.83724948168106, 133, 76, 89, 'Female', 89.15298882786259, 1.6532854463335165, 0.069588745, 57, 32.616715230582535, 95, 'High Risk'),
(112932, 81, 12, '42:46.0', 37.27605110498668, 96.27422662393619, 119, 87, 75, 'Male', 50.826242605501086, 1.9614684659448751, 0.10160015402655813, 32, 13.210685211376497, 97.66666666666667, 'High Risk'),
(112933, 95, 18, '41:46.0', 37.095243941745665, 98.25173791783087, 112, 84, 56, 'Female', 50.63384943, 1.5637949937265638, 0.095821353, 28, 20.705289581973794, 93.33333333333333, 'High Risk'),
(112934, 77, 13, '40:46.0', 37.17819020315379, 95.22957632726606, 112, 75, 25, 'Female', 64.94110087865278, 1.8472906925200603, 0.099023533, 37, 19.030454578341708, 87.33333333333333, 'Low Risk'),
(112935, 90, 14, '39:46.0', 36.86720504503768, 99.68618548947342, 113, 72, 67, 'Male', 54.03102052572307, 1.7587707579759144, 0.086970451, 41, 17.467256508876897, 85.66666666666667, 'High Risk'),
(112936, 72, 18, '38:46.0', 36.60032132365564, 99.74761313456662, 123, 79, 75, 'Male', 54.850122263781344, 1.5532631730207243, 0.059929944, 44, 22.73461002458338, 93.66666666666667, 'Low Risk'),
(112937, 81, 14, '37:46.0', 36.25382396793773, 97.88758185206362, 136, 88, 57, 'Male', 60.92244389065802, 1.8987715934075584, 0.085826803, 48, 16.89786612260765, 104, 'High Risk'),
(112938, 89, 19, '36:46.0', 36.872421806482755, 99.42361619588787, 128, 79, 36, 'Male', 68.81116453, 1.8518298285369328, 0.076331308, 49, 20.065812843017337, 95.33333333333333, 'Low Risk'),
(112939, 64, 18, '35:46.0', 36.88921674, 97.78551233930827, 117, 83, 45, 'Female', 80.38433516345214, 1.792779167209557, 0.1412739612402602, 34, 25.010238338174954, 94.33333333333333, 'Low Risk'),
(112940, 67, 12, '34:46.0', 36.59517750792409, 95.72027847731407, 138, 84, 49, 'Male', 88.72193131375786, 1.9502245422510596, 0.10903919712418214, 54, 23.327153768392066, 102, 'Low Risk'),
(112941, 89, 18, '33:46.0', 36.27442016746232, 95.30164735187218, 114, 85, 62, 'Male', 64.97965672890741, 1.5669319213287634, 0.089735958, 29, 26.465320434663465, 94.66666666666667, 'Low Risk'),
(112942, 74, 18, '32:46.0', 36.5322267, 95.30489611275827, 125, 73, 51, 'Male', 61.74241707275765, 1.737522293725209, 0.11016506414722857, 52, 20.45139118815033, 90.33333333333333, 'Low Risk'),
(112943, 98, 19, '31:46.0', 37.2538725, 97.59229609, 123, 83, 28, 'Male', 69.28337130786858, 1.5246124634992708, 0.093985164, 40, 29.806438111782327, 96.33333333333333, 'High Risk'),
(112944, 62, 16, '30:46.0', 36.264736459847626, 98.40606444297433, 128, 86, 20, 'Male', 57.732384210495994, 1.5256537552695306, 0.14407795472195395, 42, 24.803189336946485, 100, 'Low Risk'),
(112945, 78, 19, '29:46.0', 37.185580929592305, 98.73523846, 114, 88, 45, 'Male', 71.67791576968044, 1.9328162279447394, 0.061825715, 26, 19.186874812649364, 96.66666666666667, 'Low Risk'),
(112946, 90, 19, '28:46.0', 36.72890248789161, 96.34013725960214, 135, 71, 77, 'Male', 67.70225496042046, 1.795568702, 0.1406796120993543, 64, 20.999022571237813, 92.33333333333333, 'Low Risk'),
(112947, 64, 19, '27:46.0', 36.118906277019185, 99.61484839595913, 113, 86, 42, 'Male', 75.15011236068878, 1.6682984446824287, 0.1274774832940595, 27, 27.001142722000456, 95, 'Low Risk'),
(112948, 77, 17, '26:46.0', 36.625024482178624, 95.45505832, 115, 72, 61, 'Male', 64.51243222, 1.899765004847998, 0.096970859, 43, 17.874901161597975, 86.33333333333333, 'High Risk'),
(112949, 73, 18, '25:46.0', 36.90084175486634, 96.18325476524836, 122, 87, 18, 'Female', 70.34117882646719, 1.9968253401800204, 0.068759667, 35, 17.64125524161309, 98.66666666666667, 'High Risk'),
(112950, 91, 14, '24:46.0', 36.31588766236682, 98.15950172865111, 130, 73, 66, 'Male', 59.35615922984959, 1.6254155770502414, 0.056377501, 57, 22.466579471371904, 92, 'High Risk'),
(112951, 91, 13, '23:46.0', 36.184072872360254, 95.27116055648601, 119, 77, 24, 'Male', 65.78347419497877, 1.7174570769665682, 0.10650784101057204, 42, 22.302062172307114, 91, 'High Risk'),
(112952, 70, 14, '22:46.0', 37.1623073, 95.84978294238945, 131, 77, 35, 'Female', 91.95446371112286, 1.8495570229085696, 0.060098181, 54, 26.880501384303503, 95, 'Low Risk'),
(112953, 76, 12, '21:46.0', 36.44792227547897, 96.27554900527285, 132, 85, 41, 'Male', 96.52004445, 1.7613570152847204, 0.13321404327858205, 47, 31.111627207752537, 100.66666666666667, 'High Risk'),
(112954, 67, 17, '20:46.0', 36.127799499596556, 96.19578941663902, 125, 84, 65, 'Female', 99.09344795871635, 1.7659403421068052, 0.14106734987170108, 41, 31.775535925908844, 97.66666666666667, 'High Risk'),
(112955, 91, 15, '19:46.0', 36.29488237647625, 98.45612384170438, 125, 78, 76, 'Female', 66.77296194350549, 1.7325870260519654, 0.13300506799871928, 47, 22.243879067240606, 93.66666666666667, 'High Risk'),
(112956, 69, 12, '18:46.0', 36.20165138209527, 98.94276171211119, 113, 87, 73, 'Female', 77.77012977807571, 1.9315858222626028, 0.089285338, 26, 20.84417955528491, 95.66666666666667, 'Low Risk'),
(112957, 84, 13, '17:46.0', 36.60725900933336, 95.82534482173271, 137, 74, 84, 'Male', 96.32680918417537, 1.551675328999625, 0.085943765, 63, 40.00787313537922, 95, 'High Risk'),
(112958, 77, 17, '16:46.0', 37.06634830553173, 98.18557792232934, 118, 87, 24, 'Male', 96.94503799566033, 1.842084424557667, 0.092596759, 31, 28.569755536648668, 97.33333333333333, 'Low Risk'),
(112959, 75, 13, '15:46.0', 36.50494989, 96.50768993657668, 111, 83, 68, 'Male', 67.01125865929743, 1.9537392007004382, 0.1344159358360289, 28, 17.55555623570626, 92.33333333333333, 'High Risk'),
(112960, 75, 16, '14:46.0', 37.217805324800196, 96.49424771333612, 113, 85, 67, 'Male', 94.97183213141142, 1.8015906871540857, 0.14102150154237178, 28, 29.26055502883608, 94.33333333333333, 'Low Risk'),
(112961, 65, 13, '13:46.0', 37.21377194121475, 95.88320082, 124, 71, 65, 'Female', 52.30152523504299, 1.842736950737585, 0.071244159, 53, 15.40237401764945, 88.66666666666666, 'High Risk'),
(112962, 79, 17, '12:46.0', 36.17734898659408, 97.92118407239329, 134, 87, 75, 'Female', 71.06867578223945, 1.957947352236828, 0.14520729937939242, 47, 18.538568832716113, 102.66666666666667, 'Low Risk'),
(112963, 98, 17, '11:46.0', 36.66748354683431, 99.53140162822812, 133, 71, 42, 'Female', 75.24836444418638, 1.9384459091934958, 0.089255527, 62, 20.025791541134804, 91.66666666666666, 'High Risk'),
(112964, 72, 14, '10:46.0', 36.42800636610701, 99.54829845047703, 112, 85, 22, 'Female', 50.44485874, 1.798980147900314, 0.063743599, 27, 15.587058613572246, 94, 'High Risk'),
(112965, 74, 19, '09:46.0', 36.55314041955161, 95.797334, 129, 88, 20, 'Male', 99.75060749547514, 1.5462860040365354, 0.13348380305051355, 41, 41.71919303464307, 101.66666666666667, 'High Risk'),
(112966, 77, 19, '08:46.0', 37.26676254619904, 99.38367601019114, 113, 84, 37, 'Female', 60.82670351144382, 1.9413327933334084, 0.13856256397941724, 29, 16.139656932873283, 93.66666666666667, 'High Risk'),
(112967, 78, 14, '07:46.0', 36.78535244033254, 97.10518066462419, 134, 75, 65, 'Male', 66.14852724124958, 1.7654653709929549, 0.11026820894991882, 59, 21.222755582487146, 94.66666666666666, 'Low Risk'),
(112968, 95, 17, '06:46.0', 37.11093633728332, 96.20275115178805, 114, 78, 31, 'Female', 97.04978655, 1.5829394976212685, 0.079389292, 36, 38.731645926886706, 90, 'High Risk'),
(112969, 72, 12, '05:46.0', 37.26729318359786, 97.16598277005501, 131, 86, 82, 'Male', 75.52043568595796, 1.8559366517655465, 0.09887749, 45, 21.92492870724456, 101, 'Low Risk'),
(112970, 81, 17, '04:46.0', 36.82029593986949, 99.89442661511144, 118, 81, 18, 'Male', 73.63028533222374, 1.6464895932020551, 0.058640621, 37, 27.160546448020266, 93.33333333333333, 'Low Risk'),
(112971, 62, 13, '03:46.0', 37.12565114675501, 99.61096001172726, 114, 88, 69, 'Female', 70.83832193923092, 1.9925781744981292, 0.089320121, 26, 17.841753166935277, 96.66666666666667, 'High Risk'),
(112972, 61, 19, '02:46.0', 36.282491988420766, 99.46542906472968, 130, 81, 49, 'Male', 64.63725436287518, 1.8263046364616466, 0.1350535894740036, 49, 19.379227318600446, 97.33333333333333, 'Low Risk'),
(112973, 98, 18, '01:46.0', 37.141066168726724, 95.23074346114971, 125, 76, 20, 'Male', 55.741644636391015, 1.606445763137606, 0.083114975, 49, 21.599696223802606, 92.33333333333333, 'High Risk'),
(112974, 67, 19, '00:46.0', 36.86353040957672, 98.94754703066342, 110, 78, 62, 'Female', 90.12246897381405, 1.8322262612906262, 0.13650945072952725, 32, 26.84570872899778, 88.66666666666667, 'Low Risk'),
(112975, 88, 13, '59:46.0', 36.60426828355724, 98.22381138743468, 124, 88, 82, 'Male', 64.69811815992054, 1.5906778601511034, 0.11174021755047933, 36, 25.569790866749443, 100, 'Low Risk'),
(112976, 84, 14, '58:46.0', 36.51506691966616, 99.52572850676934, 134, 87, 85, 'Female', 86.21988936295264, 1.7245526854413042, 0.12505484290122187, 47, 28.99042137425749, 102.66666666666667, 'Low Risk'),
(112977, 68, 18, '57:46.0', 36.682609838014336, 96.91550218, 126, 85, 36, 'Female', 53.48346975, 1.733770677720388, 0.11133975506816213, 41, 17.79247101740961, 98.66666666666667, 'High Risk'),
(112978, 87, 13, '56:46.0', 37.39586711807425, 97.77805554968812, 126, 80, 53, 'Male', 73.12652091921677, 1.659270224134661, 0.082461678, 46, 26.56077068257733, 95.33333333333333, 'Low Risk'),
(112979, 71, 16, '55:46.0', 36.90807427774495, 96.92742856, 119, 89, 48, 'Male', 68.6007887, 1.5807254301617801, 0.069448083, 30, 27.454670039307892, 99, 'Low Risk'),
(112980, 60, 17, '54:46.0', 36.41294804421948, 96.28350074290384, 123, 77, 44, 'Female', 70.09553113421102, 1.7091424464035525, 0.13105438766361688, 46, 23.99572139754798, 92.33333333333333, 'Low Risk'),
(112981, 69, 16, '53:46.0', 36.97514672492589, 99.52956211110094, 126, 74, 35, 'Female', 60.74989972691354, 1.7868712139444127, 0.13121333305893135, 52, 19.026506788853524, 91.33333333333333, 'Low Risk'),
(112982, 99, 14, '52:46.0', 36.407926757347724, 97.13726345889366, 110, 87, 51, 'Male', 74.33427348891173, 1.580163907865332, 0.080913491, 23, 29.77041064693764, 94.66666666666667, 'High Risk'),
(112983, 68, 13, '51:46.0', 36.67249111672921, 98.70424123838524, 115, 77, 70, 'Male', 52.21729777725578, 1.9697179219167522, 0.067476709, 38, 13.458799415030573, 89.66666666666667, 'High Risk'),
(112984, 60, 18, '50:46.0', 36.24474238184883, 96.03814379, 139, 73, 77, 'Female', 94.40830627836073, 1.7185206774611317, 0.10854900481143046, 66, 31.96691176497186, 95, 'High Risk'),
(112985, 86, 19, '49:46.0', 36.28644167406419, 99.48239145140066, 139, 80, 52, 'Female', 71.62683437673374, 1.702920113736141, 0.14940823063107816, 59, 24.69944571438562, 99.66666666666666, 'Low Risk'),
(112986, 80, 18, '48:46.0', 37.45736018021721, 95.71232587359049, 122, 89, 59, 'Female', 80.99478355535166, 1.6920606976027026, 0.1380211220857223, 33, 28.28949358743355, 100, 'Low Risk'),
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(113162, 69, 18, '52:46.0', 37.464304656463945, 98.35894990914638, 126, 83, 77, 'Male', 70.88054203922414, 1.5774488318330593, 0.11392420097554823, 43, 28.485016045008056, 97.33333333333333, 'Low Risk'),
(113163, 93, 17, '51:46.0', 36.57851020796657, 95.60368674809901, 111, 72, 65, 'Male', 85.49639686993966, 1.6394028077606726, 0.099958806, 39, 31.81093712366067, 85, 'High Risk'),
(113164, 94, 12, '50:46.0', 36.79146392440677, 99.80633723977012, 119, 84, 63, 'Male', 87.20136059, 1.8152711188254869, 0.082434332, 35, 26.463072411683253, 95.66666666666667, 'High Risk'),
(113165, 94, 15, '49:46.0', 37.057934258277264, 98.90430104, 112, 71, 42, 'Male', 79.39701925786284, 1.9149254177549628, 0.12845543552774552, 41, 21.652122263050252, 84.66666666666667, 'High Risk'),
(113166, 62, 18, '48:46.0', 36.74592096404998, 97.37914358650703, 113, 76, 29, 'Male', 64.06708498072418, 1.9656188386313176, 0.08824834, 37, 16.581978689227462, 88.33333333333333, 'High Risk'),
(113167, 95, 16, '47:46.0', 36.23428348405505, 96.12115291507227, 114, 85, 21, 'Female', 92.47611340287841, 1.6389671131716532, 0.10907800163117608, 29, 34.42620022480957, 94.66666666666667, 'High Risk'),
(113168, 77, 16, '46:46.0', 36.36430929214039, 96.97917307512681, 122, 73, 26, 'Female', 66.93508497, 1.710494556572197, 0.081199482, 49, 22.877598093932043, 89.33333333333333, 'Low Risk'),
(113169, 63, 18, '45:46.0', 36.529829048921904, 99.68559488005658, 117, 76, 33, 'Female', 76.82773370354549, 1.746278138259785, 0.13736110240195165, 41, 25.19365559989071, 89.66666666666667, 'Low Risk'),
(113170, 99, 15, '44:46.0', 36.910255998193385, 98.73275709107648, 115, 84, 18, 'Female', 85.64384913659592, 1.8413508961550509, 0.12747592038895544, 31, 25.25940188737233, 94.33333333333333, 'High Risk'),
(113171, 89, 13, '43:46.0', 37.413245514739444, 97.58796837768323, 130, 80, 24, 'Male', 70.93565724, 1.7607596084149912, 0.14931523531220586, 50, 22.880444798673434, 96.66666666666666, 'Low Risk'),
(113172, 66, 13, '42:46.0', 36.102125513048215, 96.35123189731416, 123, 75, 27, 'Male', 68.99236758694849, 1.5738315272432184, 0.12441846777169435, 48, 27.853807312533668, 91, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(113174, 76, 14, '40:46.0', 37.26285296018069, 97.41333190369362, 132, 78, 64, 'Male', 86.12509746382531, 1.5562271938323178, 0.074576944, 54, 35.56179928291394, 96, 'High Risk'),
(113175, 80, 15, '39:46.0', 37.19138062674501, 99.62716958655218, 110, 84, 50, 'Female', 89.65554975855353, 1.683476667969133, 0.082644537, 26, 31.63464568034455, 92.66666666666667, 'High Risk'),
(113176, 83, 14, '38:46.0', 37.39838342074969, 99.48113214, 115, 77, 27, 'Male', 64.54106266696651, 1.9472826295206378, 0.074152277, 38, 17.020728025582553, 89.66666666666667, 'High Risk'),
(113177, 73, 14, '37:46.0', 37.00378565464384, 96.61616276, 117, 74, 41, 'Male', 84.22086805113051, 1.8362819127806096, 0.14371434900194513, 43, 24.97704178319274, 88.33333333333333, 'Low Risk'),
(113178, 82, 16, '36:46.0', 36.56024254, 97.88840890375924, 122, 87, 54, 'Female', 59.97555576673048, 1.8660857504228465, 0.068944644, 35, 17.22309067, 98.66666666666667, 'High Risk'),
(113179, 99, 15, '35:46.0', 36.34154756476598, 95.41694705141948, 110, 86, 56, 'Male', 92.42783872689355, 1.8657675378800727, 0.1474435530100084, 24, 26.55141878275379, 94, 'High Risk'),
(113180, 76, 17, '34:46.0', 36.39481868849525, 97.12157636427858, 124, 83, 62, 'Male', 84.53244974, 1.7116233459096506, 0.086156932, 41, 28.85406807063208, 96.66666666666667, 'Low Risk'),
(113181, 81, 13, '33:46.0', 36.59401054094712, 99.97767076642084, 136, 73, 26, 'Female', 86.29329884520652, 1.6912871456103047, 0.1286852596834359, 63, 30.16771214583247, 94, 'High Risk'),
(113182, 80, 14, '32:46.0', 37.21181726556081, 98.8587057, 113, 85, 19, 'Female', 76.24924653345357, 1.5596922880812503, 0.091790008, 28, 31.344237323820078, 94.33333333333333, 'High Risk'),
(113183, 62, 14, '31:46.0', 36.87183982093148, 95.91200475569376, 131, 89, 80, 'Female', 75.41454879794686, 1.9110310200694358, 0.12240442741403136, 42, 20.649981350369142, 103, 'Low Risk'),
(113184, 84, 19, '30:46.0', 37.06689339801945, 99.78073075758844, 135, 70, 88, 'Male', 80.54258127712782, 1.9382402246508705, 0.14024653286067257, 65, 21.439287065522976, 91.66666666666666, 'Low Risk'),
(113185, 98, 13, '29:46.0', 36.82695343, 97.26714164696395, 110, 70, 31, 'Male', 73.31299668148648, 1.9476324948634103, 0.076430478, 40, 19.327111318666038, 83.33333333333333, 'High Risk'),
(113186, 64, 12, '28:46.0', 36.67645313973312, 98.24162868949567, 111, 83, 81, 'Male', 69.81063977, 1.9952029218557037, 0.078359897, 28, 17.536683898161556, 92.33333333333333, 'High Risk'),
(113187, 93, 12, '27:46.0', 36.93507318, 95.75512017823503, 132, 71, 18, 'Male', 64.22881589136043, 1.5527032789309874, 0.077830126, 61, 26.641150458731566, 91.33333333333333, 'High Risk'),
(113188, 94, 13, '26:46.0', 36.43015707979534, 99.62086245833312, 137, 74, 58, 'Male', 93.59624689, 1.6009984407913254, 0.14191373370795263, 63, 36.51544658364181, 95, 'High Risk'),
(113189, 97, 18, '25:46.0', 36.69785480469161, 96.41754699434675, 115, 87, 73, 'Male', 99.42704713299317, 1.9565603138950465, 0.11339700862438064, 28, 25.972757528089986, 96.33333333333333, 'High Risk'),
(113190, 87, 17, '24:46.0', 36.386786231151156, 95.76056603468878, 137, 71, 31, 'Male', 78.47160862375105, 1.5634533493796496, 0.078912718, 66, 32.10278432423117, 93, 'High Risk'),
(113191, 99, 17, '23:46.0', 36.67170140465151, 97.36564660630957, 124, 71, 67, 'Female', 70.17889876704145, 1.5727730251886956, 0.11537174776548416, 53, 28.37098703148924, 88.66666666666666, 'High Risk'),
(113192, 79, 19, '22:46.0', 37.00915047567378, 97.21166438625072, 136, 77, 40, 'Male', 79.28552804150311, 1.6376120729153578, 0.088408139, 59, 29.56458996789565, 96.66666666666666, 'Low Risk'),
(113193, 73, 14, '21:46.0', 37.37807816634053, 99.08644628260106, 115, 85, 54, 'Male', 87.91054553762677, 1.678667729576485, 0.062126658, 30, 31.196903655515747, 95, 'High Risk'),
(113194, 97, 16, '20:46.0', 36.11886931838802, 99.64687891285811, 137, 76, 56, 'Male', 88.01550934608655, 1.5970809500509158, 0.064677048, 61, 34.50685251630503, 96.33333333333333, 'High Risk'),
(113195, 69, 17, '19:46.0', 36.29382817627049, 98.56653150557553, 110, 71, 63, 'Male', 99.19867647150338, 1.7074256316185827, 0.068378934, 39, 34.026892132786145, 84, 'High Risk'),
(113196, 90, 13, '18:46.0', 36.43910403345876, 98.22495298602895, 118, 86, 61, 'Female', 79.97112740375444, 1.9885215630497606, 0.1344743173350427, 32, 20.224258568437943, 96.66666666666667, 'Low Risk'),
(113197, 77, 17, '17:46.0', 36.500484043990134, 95.08060457713815, 111, 78, 87, 'Female', 73.29254922984308, 1.8604332942710553, 0.1495674461457953, 33, 21.17539992676646, 89, 'Low Risk'),
(113198, 72, 18, '16:46.0', 36.11961687716064, 98.57895623, 113, 77, 23, 'Female', 52.64878630731093, 1.5137453834389332, 0.11266871950115241, 36, 22.976437951943787, 89, 'Low Risk'),
(113199, 81, 17, '15:46.0', 37.197856478938675, 99.49378068, 124, 74, 79, 'Male', 60.45809655805935, 1.5779736391789871, 0.14501777157350973, 50, 24.280352204602654, 90.66666666666666, 'Low Risk'),
(113200, 99, 19, '14:46.0', 36.53350161, 96.57910667036397, 116, 85, 84, 'Male', 88.97594125712413, 1.822662534315895, 0.11404128212220334, 31, 26.783051593919364, 95.33333333333333, 'High Risk'),
(113201, 89, 19, '13:46.0', 37.02913120697965, 99.19861001477685, 128, 83, 70, 'Male', 80.75253384793143, 1.8272219159875114, 0.085906192, 45, 24.186530108537163, 98, 'Low Risk'),
(113202, 72, 14, '12:46.0', 36.759110423578456, 96.86829769550056, 134, 72, 82, 'Female', 65.42158599566245, 1.9233380376031994, 0.061719809, 62, 17.685193951698913, 92.66666666666666, 'High Risk'),
(113203, 85, 18, '11:46.0', 36.48202098677937, 99.87372288, 113, 83, 40, 'Female', 72.31942675401068, 1.829060603087541, 0.108642581, 30, 21.617167327921496, 93, 'Low Risk'),
(113204, 96, 18, '10:46.0', 37.338445065625095, 96.30804936393969, 124, 75, 27, 'Female', 54.549227546751176, 1.790033260166432, 0.075977142, 49, 17.024187894916796, 91.33333333333333, 'High Risk'),
(113205, 96, 12, '09:46.0', 37.26028447, 98.52681471158755, 118, 73, 82, 'Male', 62.306171589056476, 1.7637266799423155, 0.056184879, 45, 20.029425731335724, 88, 'High Risk'),
(113206, 79, 12, '08:46.0', 36.10074000238059, 97.13428057, 124, 72, 86, 'Male', 82.20901774637908, 1.525030789963818, 0.064513068, 52, 35.34778746518568, 89.33333333333333, 'High Risk'),
(113207, 66, 13, '07:46.0', 37.420188151308196, 98.52165061809832, 133, 87, 38, 'Female', 78.97027100020463, 1.5815677686126743, 0.14960888141646803, 46, 31.57097664052464, 102.33333333333333, 'High Risk'),
(113208, 96, 13, '06:46.0', 36.27687013211959, 99.34195117, 133, 83, 60, 'Male', 75.22039419905124, 1.765988087681336, 0.071386059, 50, 24.119042652805987, 99.66666666666666, 'High Risk'),
(113209, 76, 12, '05:46.0', 36.893822513155754, 98.35494242422182, 121, 84, 86, 'Male', 64.08222242063653, 1.5888079492715335, 0.056313989, 37, 25.386028126036205, 96.33333333333333, 'Low Risk'),
(113210, 60, 12, '04:46.0', 37.402427395994806, 95.88717116054805, 129, 88, 69, 'Male', 88.47909308635172, 1.5651280026303818, 0.14896917315748026, 41, 36.11943423206979, 101.66666666666667, 'High Risk'),
(113211, 84, 18, '03:46.0', 37.37218274375793, 98.07513489149447, 139, 84, 22, 'Male', 73.18018318565545, 1.5282521263714617, 0.071631591, 55, 31.333107940986757, 102.33333333333333, 'High Risk'),
(113212, 66, 15, '02:46.0', 36.84034063121739, 98.73201199875253, 124, 72, 37, 'Male', 63.75039379067652, 1.622880665155533, 0.072687744, 52, 24.205257075968664, 89.33333333333333, 'Low Risk'),
(113213, 79, 14, '01:46.0', 36.93869921518099, 96.18873825015916, 111, 79, 63, 'Male', 53.71156037702381, 1.9645497095703521, 0.13659204933021055, 32, 13.91687493816267, 89.66666666666667, 'High Risk'),
(113214, 73, 14, '00:46.0', 36.80747264209943, 97.09226091, 119, 76, 25, 'Female', 90.97521358, 1.9948024462111669, 0.10153899562376183, 43, 22.862477948661564, 90.33333333333333, 'Low Risk'),
(113215, 81, 16, '59:46.0', 37.16175734223343, 98.38197794679164, 114, 70, 28, 'Male', 55.50086660051884, 1.939401412880831, 0.14387807950515286, 44, 14.755853982944734, 84.66666666666667, 'High Risk'),
(113216, 72, 14, '58:46.0', 36.78894255451592, 98.01457295120565, 133, 71, 45, 'Female', 57.325171899057594, 1.6648840439187675, 0.1363453995805709, 62, 20.681278525597058, 91.66666666666666, 'Low Risk'),
(113217, 86, 14, '57:46.0', 36.15462627577359, 96.57375562639217, 111, 70, 43, 'Female', 86.63712908276156, 1.9512302608251133, 0.073834295, 41, 22.75553272938196, 83.66666666666667, 'Low Risk'),
(113218, 70, 13, '56:46.0', 36.95953571211519, 98.05987848235146, 139, 72, 86, 'Female', 97.65651671, 1.9024413155864317, 0.084290741, 67, 26.98228290202033, 94.33333333333333, 'Low Risk'),
(113219, 76, 13, '55:46.0', 36.529719557299956, 99.46282969480677, 111, 85, 62, 'Male', 55.17533546224999, 1.9311571457308507, 0.093164405, 26, 14.794822238924972, 93.66666666666667, 'High Risk'),
(113220, 69, 16, '54:46.0', 36.48969139009339, 95.44993044130274, 137, 74, 89, 'Male', 98.5786074, 1.5476601957900589, 0.059975902947455764, 63, 41.15583831573321, 95, 'High Risk'),
(113221, 76, 17, '53:46.0', 36.478210895944336, 98.23125958921823, 133, 71, 29, 'Female', 76.45977755492395, 1.8193973348729258, 0.11954891274305744, 62, 23.09818852984585, 91.66666666666666, 'Low Risk'),
(113222, 78, 14, '52:46.0', 36.4499944, 96.40278553726523, 119, 74, 49, 'Male', 61.72565349103664, 1.578024542067628, 0.14066024204464123, 45, 24.787811793481076, 89, 'Low Risk'),
(113223, 73, 18, '51:46.0', 36.75354249554288, 98.71424865804335, 126, 89, 49, 'Female', 79.94260897, 1.9170185147521155, 0.1329770847821225, 37, 21.75332773126036, 101.33333333333333, 'Low Risk'),
(113224, 60, 15, '50:46.0', 37.229159284996065, 95.61046634273916, 125, 74, 80, 'Female', 93.43318456287369, 1.6649649527606625, 0.073921733, 51, 33.70473829170172, 91, 'High Risk'),
(113225, 78, 17, '49:46.0', 36.102168894089345, 95.21632622, 122, 88, 32, 'Female', 80.88780243027455, 1.8130723395915989, 0.068069681, 34, 24.606665864629083, 99.33333333333333, 'Low Risk'),
(113226, 70, 18, '48:46.0', 36.00339799672369, 98.17168331, 117, 72, 32, 'Female', 73.73207981188025, 1.8634456108111488, 0.068046294, 45, 21.233571154726008, 87, 'Low Risk'),
(113227, 89, 19, '47:46.0', 36.68849597202146, 99.94445348828665, 117, 79, 65, 'Female', 61.73806234378186, 1.889223718028785, 0.11099742381602762, 38, 17.297614597472627, 91.66666666666667, 'High Risk'),
(113228, 96, 13, '46:46.0', 36.132994999531654, 98.49814372601232, 128, 87, 25, 'Male', 62.443603896957235, 1.5659135986427632, 0.098388633, 41, 25.46550945466139, 100.66666666666667, 'High Risk'),
(113229, 89, 18, '45:46.0', 37.37766307761065, 98.23289184780604, 130, 71, 60, 'Male', 79.33734773, 1.9383619498583524, 0.069330971, 59, 21.115818762613706, 90.66666666666666, 'Low Risk'),
(113230, 61, 15, '44:46.0', 37.395090928640506, 98.14911208615288, 111, 70, 76, 'Female', 52.09697613, 1.722908139, 0.11262026446720116, 41, 17.55045058818147, 83.66666666666667, 'High Risk'),
(113231, 83, 18, '43:46.0', 36.078904281340066, 95.39043519223655, 128, 78, 39, 'Female', 67.36008902023502, 1.989066701866517, 0.1250839432439248, 50, 17.025660073444644, 94.66666666666666, 'High Risk'),
(113232, 94, 17, '42:46.0', 36.74379173527503, 96.12051789335996, 126, 76, 48, 'Female', 67.37547016609066, 1.5528670213467812, 0.1097225119392251, 50, 27.940442199305362, 92.66666666666666, 'High Risk'),
(113233, 93, 19, '41:46.0', 36.10978162469999, 95.83779031, 137, 80, 87, 'Female', 75.72464751082502, 1.6604944494008853, 0.066245363, 57, 27.463912326410234, 99, 'High Risk'),
(113234, 90, 13, '40:46.0', 36.04099434205985, 99.89041828382821, 111, 88, 47, 'Male', 83.06072202716055, 1.7986117112289937, 0.061642896, 23, 25.67561578706223, 95.66666666666667, 'Low Risk'),
(113235, 86, 14, '39:46.0', 36.00938072, 96.73747578241894, 139, 81, 35, 'Male', 95.82226217014798, 1.650982977045369, 0.10270954629701273, 58, 35.15452455576227, 100.33333333333333, 'High Risk'),
(113236, 80, 15, '38:46.0', 37.36998171, 97.55107104509445, 127, 75, 86, 'Male', 82.99419099329226, 1.8797676305648434, 0.092948564, 52, 23.487638945334133, 92.33333333333333, 'Low Risk'),
(113237, 68, 13, '37:46.0', 36.00892788975211, 98.98861832135984, 129, 85, 39, 'Male', 73.32141496531193, 1.8774794074142827, 0.050056943, 44, 20.800820816495257, 99.66666666666667, 'Low Risk'),
(113238, 68, 15, '36:46.0', 36.170330324100654, 95.33831616109542, 115, 83, 46, 'Female', 55.398623844380154, 1.9282713882279965, 0.10161362534476262, 32, 14.899190125303674, 93.66666666666667, 'High Risk'),
(113239, 78, 12, '35:46.0', 36.23209157, 98.49786438102824, 125, 77, 32, 'Male', 51.61317320095877, 1.9895047005593243, 0.11458229732288862, 48, 13.039790720991594, 93, 'High Risk'),
(113240, 73, 12, '34:46.0', 37.29290059052739, 96.06831873, 132, 72, 32, 'Female', 60.722303186892596, 1.5567277101351653, 0.14089323728314496, 60, 25.056645223000267, 92, 'Low Risk'),
(113241, 76, 13, '33:46.0', 36.90744277, 99.98560431876798, 124, 79, 32, 'Female', 66.89716726844667, 1.8224342162858542, 0.070095679, 45, 20.142065630246126, 94, 'Low Risk'),
(113242, 86, 13, '32:46.0', 37.37546961216323, 98.86906982940978, 135, 85, 63, 'Female', 50.71810364966467, 1.8827550142901373, 0.10527054100562597, 50, 14.307883030736116, 101.66666666666666, 'High Risk'),
(113243, 82, 17, '31:46.0', 36.82137491447212, 97.79923884016584, 138, 74, 64, 'Male', 93.09135896374505, 1.7666115841873924, 0.1372509648229609, 64, 29.828212091021626, 95.33333333333333, 'Low Risk'),
(113244, 61, 19, '30:46.0', 36.86674605413523, 95.61915346966137, 117, 86, 79, 'Female', 64.88569327295882, 1.9916032752742112, 0.056098210795234194, 31, 16.35849273987939, 96.33333333333333, 'High Risk'),
(113245, 80, 14, '29:46.0', 36.00234635, 96.12488742976542, 133, 73, 67, 'Female', 57.30202733121076, 1.9142920254166649, 0.087151142, 60, 15.637006156612289, 93, 'High Risk'),
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(113420, 82, 12, '34:46.0', 36.855920217609004, 98.81772326796292, 130, 77, 83, 'Male', 81.77357144315536, 1.8671678904748497, 0.092403421, 53, 23.455582642658694, 94.66666666666666, 'Low Risk'),
(113421, 85, 19, '33:46.0', 36.83590049436443, 98.26435071610204, 114, 84, 76, 'Male', 98.92096226934089, 1.6318432561435037, 0.13413562623960018, 30, 37.14765900692005, 94, 'High Risk'),
(113422, 72, 18, '32:46.0', 37.03841170724698, 96.79834817347448, 135, 81, 84, 'Female', 69.69058486744413, 1.5021935713961319, 0.077173227, 54, 30.883201219813966, 99, 'High Risk'),
(113423, 96, 12, '31:46.0', 36.72675454989481, 96.5634071, 120, 82, 27, 'Male', 90.28187974225143, 1.7459788644850667, 0.092824924, 38, 29.615742717234752, 94.66666666666667, 'High Risk'),
(113424, 73, 17, '30:46.0', 36.592966396166794, 95.55056029860394, 119, 78, 74, 'Male', 64.51853933526516, 1.6874635207652777, 0.082073802, 41, 22.657695732092574, 91.66666666666667, 'Low Risk'),
(113425, 94, 15, '29:46.0', 36.16121036877753, 96.61652950583728, 115, 70, 25, 'Male', 90.62300354664694, 1.5207771449085687, 0.085454426, 45, 39.18386737819039, 85, 'High Risk'),
(113426, 83, 19, '28:46.0', 36.02787263732153, 99.88836252564995, 131, 70, 32, 'Male', 97.59394341682145, 1.6127256393916651, 0.10265292935467743, 61, 37.523374310015754, 90.33333333333333, 'High Risk'),
(113427, 83, 19, '27:46.0', 36.547603901887626, 96.28259847, 116, 83, 85, 'Female', 71.49920241322086, 1.6847210961628196, 0.11531128516186319, 33, 25.190986135640863, 94, 'Low Risk'),
(113428, 98, 13, '26:46.0', 37.27870885162906, 98.00968676959835, 117, 87, 51, 'Male', 63.181465226356664, 1.7595172829192358, 0.11326448162679696, 30, 20.408102139058094, 97, 'High Risk'),
(113429, 75, 13, '25:46.0', 36.19708515552474, 97.38488823074366, 129, 76, 31, 'Female', 58.58243387298961, 1.637621184, 0.1188436518115067, 53, 21.84441987205937, 93.66666666666666, 'Low Risk'),
(113430, 62, 17, '24:46.0', 36.121433395469225, 96.17762785583803, 130, 82, 22, 'Female', 86.25768943209724, 1.6390925244947474, 0.087683207, 48, 32.10634598530999, 98, 'High Risk'),
(113431, 61, 13, '23:46.0', 36.47053315792972, 95.91675469416238, 113, 79, 78, 'Male', 76.35404860975531, 1.7922161729729318, 0.096038329, 34, 23.771209848466874, 90.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(113432, 77, 13, '22:46.0', 37.10635264, 99.73613717954322, 135, 87, 33, 'Female', 60.411546349683725, 1.5340132448303883, 0.091980422, 48, 25.672119976321294, 103, 'Low Risk'),
(113433, 79, 18, '21:46.0', 37.26819330638235, 96.04645052027244, 137, 87, 71, 'Female', 93.11642702, 1.8067333633654337, 0.062596568, 50, 28.525822436247445, 103.66666666666666, 'Low Risk'),
(113434, 81, 14, '20:46.0', 36.98944076754922, 98.95770338630705, 116, 89, 79, 'Male', 71.67134090700463, 1.792070376918004, 0.14081455972803586, 27, 22.316979160015883, 98, 'Low Risk'),
(113435, 74, 16, '19:46.0', 37.46375612081683, 97.40679455715366, 126, 82, 50, 'Female', 83.44108464181211, 1.9213971590765095, 0.14735455727296043, 44, 22.60193659893066, 96.66666666666667, 'Low Risk'),
(113436, 92, 12, '18:46.0', 37.26082400131471, 95.78319263366622, 131, 76, 50, 'Male', 57.18465543765517, 1.5345508505903431, 0.14140826932106004, 55, 24.283816366618478, 94.33333333333333, 'High Risk'),
(113437, 87, 12, '17:46.0', 36.462552422850855, 99.35222807120881, 130, 70, 86, 'Male', 98.12424361142222, 1.6026486726309752, 0.089907481, 60, 38.20319327748123, 90, 'High Risk'),
(113438, 99, 13, '16:46.0', 37.186798825949516, 97.79331972661225, 126, 86, 28, 'Female', 98.2594195, 1.5469829137257447, 0.057474031, 40, 41.05850765176622, 99.33333333333333, 'High Risk'),
(113439, 98, 16, '15:46.0', 36.26906967871411, 99.99927349632662, 114, 72, 83, 'Female', 58.87713383382054, 1.5993540469166752, 0.10187938305920133, 42, 23.017461902819214, 86, 'High Risk'),
(113440, 87, 17, '14:46.0', 36.81845500619916, 98.54249519, 129, 80, 66, 'Male', 57.51866320857064, 1.6880884899777429, 0.12547718175240044, 49, 20.184517237701037, 96.33333333333333, 'Low Risk'),
(113441, 97, 15, '13:46.0', 36.294624378029006, 99.06773289808068, 119, 79, 27, 'Male', 99.37665990868686, 1.7414351945474644, 0.14948981523049892, 40, 32.769495942664555, 92.33333333333333, 'High Risk'),
(113442, 93, 14, '12:46.0', 36.04584981982607, 96.89123084520222, 112, 75, 28, 'Male', 94.44607162066876, 1.8288337080170145, 0.1307464353042769, 37, 28.238099426860952, 87.33333333333333, 'High Risk'),
(113443, 83, 15, '11:46.0', 36.15057730823402, 98.91307680039901, 131, 88, 63, 'Female', 72.35989126899422, 1.9314296493075314, 0.130089294, 43, 19.397247966715163, 102.33333333333333, 'Low Risk'),
(113444, 67, 13, '10:46.0', 36.20027809908784, 95.41797249873407, 120, 73, 26, 'Female', 77.35905733662466, 1.7761116231258742, 0.063003246, 47, 24.522833883356796, 88.66666666666667, 'Low Risk'),
(113445, 62, 14, '09:46.0', 36.781098676134306, 95.61252557199002, 135, 81, 55, 'Male', 95.10322745890768, 1.817910218890163, 0.061425485, 54, 28.77732315481771, 99, 'Low Risk'),
(113446, 81, 18, '08:46.0', 36.60807351142189, 96.94650779811207, 111, 72, 18, 'Male', 52.954993305938814, 1.9608153869264986, 0.12304847384136111, 39, 13.773157219811255, 85, 'High Risk'),
(113447, 76, 15, '07:46.0', 36.39762494109709, 97.94622966803549, 129, 80, 52, 'Male', 68.59581139170415, 1.865704438069144, 0.066980845, 49, 19.70660938621177, 96.33333333333333, 'Low Risk'),
(113448, 85, 13, '06:46.0', 36.890714395443894, 96.18452166883627, 121, 84, 63, 'Male', 99.93992071282878, 1.8290674563315232, 0.095942661, 37, 29.873049279508567, 96.33333333333333, 'Low Risk'),
(113449, 61, 19, '05:46.0', 36.19745860394417, 98.73767556506812, 138, 71, 51, 'Female', 53.98518211852112, 1.6914751171917843, 0.1461596637480725, 67, 18.86875928265071, 93.33333333333333, 'Low Risk'),
(113450, 94, 15, '04:46.0', 36.20606188292797, 96.31605992405201, 127, 82, 87, 'Male', 64.09276968093548, 1.9679297574646082, 0.12074535976011198, 45, 16.549689640038864, 97, 'High Risk'),
(113451, 86, 17, '03:46.0', 36.660668532414746, 96.65072826372224, 138, 81, 52, 'Female', 97.33304136379397, 1.812938019962159, 0.12563218206075624, 57, 29.613816451510566, 100, 'Low Risk'),
(113452, 99, 17, '02:46.0', 36.66310711433674, 96.8285391, 116, 75, 47, 'Female', 90.3101073, 1.5003757779987115, 0.10666619489043622, 41, 40.11772247158384, 88.66666666666667, 'High Risk'),
(113453, 72, 15, '01:46.0', 36.318831768900615, 95.50192225790362, 121, 76, 86, 'Female', 62.90809113839568, 1.9171027718999571, 0.12446074076531104, 45, 17.116529662481497, 91, 'High Risk'),
(113454, 91, 16, '00:46.0', 37.19000119585458, 96.49892133404053, 137, 87, 61, 'Male', 93.93505679774601, 1.8862859967017678, 0.085104128, 50, 26.400528504344425, 103.66666666666666, 'High Risk'),
(113455, 88, 16, '59:46.0', 37.27797874458372, 95.96326900441981, 131, 82, 62, 'Female', 89.02642117, 1.7096077260728633, 0.11982163298967634, 49, 30.45972455, 98.33333333333333, 'High Risk'),
(113456, 90, 19, '58:46.0', 36.12541403223333, 97.31579677778294, 126, 77, 69, 'Male', 74.58724835, 1.9280786344766718, 0.067460173, 49, 20.06388829811824, 93.33333333333333, 'Low Risk'),
(113457, 91, 16, '57:46.0', 36.79553443770891, 96.89659519863793, 139, 70, 29, 'Male', 79.51708728387862, 1.8663920385344537, 0.056962976, 69, 22.827308965982585, 93, 'High Risk'),
(113458, 62, 16, '56:46.0', 37.40501380031895, 95.09086867371275, 111, 73, 68, 'Female', 85.75125353958698, 1.7133801655642529, 0.069994265, 38, 29.210097539724774, 85.66666666666667, 'Low Risk'),
(113459, 78, 15, '55:46.0', 36.72752338, 98.66005558, 118, 83, 37, 'Female', 83.77680566134654, 1.9849811708214427, 0.11478949830124564, 35, 21.262337824022566, 94.66666666666667, 'Low Risk'),
(113460, 79, 18, '54:46.0', 36.57539742672639, 98.49408971117666, 129, 82, 75, 'Female', 97.82810993987854, 1.5996328130887008, 0.098633904, 47, 38.23165113410524, 97.66666666666667, 'High Risk'),
(113461, 80, 12, '53:46.0', 36.39185925431768, 97.67360231390234, 125, 74, 69, 'Female', 71.70905319258168, 1.6526708396864584, 0.088351509, 51, 26.25434934371012, 91, 'Low Risk'),
(113462, 81, 17, '52:46.0', 36.84008960582602, 97.38586301912957, 112, 74, 64, 'Male', 76.98676419811049, 1.940830587657565, 0.13325665634916126, 38, 20.438113666681406, 86.66666666666667, 'Low Risk'),
(113463, 73, 16, '51:46.0', 37.177733060955084, 98.19389526038282, 134, 87, 69, 'Female', 75.98022380468267, 1.6727632039177398, 0.079955584, 47, 27.153863789711952, 102.66666666666667, 'Low Risk'),
(113464, 61, 13, '50:46.0', 36.43033677374111, 96.20372956, 118, 85, 69, 'Male', 87.39461218144993, 1.7404327416512622, 0.054246303, 33, 28.85161776521988, 96, 'Low Risk'),
(113465, 94, 19, '49:46.0', 37.05497528847284, 95.07896648286179, 112, 73, 67, 'Male', 62.05310986140833, 1.9987810040448208, 0.099696887, 39, 15.53220539, 86, 'High Risk'),
(113466, 61, 18, '48:46.0', 36.586346273121634, 99.22810082637676, 112, 77, 69, 'Male', 57.58118281596422, 1.9245230067043462, 0.098951919, 35, 15.546562148502298, 88.66666666666667, 'High Risk'),
(113467, 90, 14, '47:46.0', 36.798622374678864, 95.23640760199017, 121, 79, 58, 'Female', 67.00556738652247, 1.765910131482943, 0.092180037, 42, 21.486896534769226, 93, 'Low Risk'),
(113468, 71, 12, '46:46.0', 36.94667619312497, 97.14174513842136, 125, 83, 60, 'Male', 61.58548799342737, 1.5560612125187265, 0.13596665974652541, 42, 25.434607049918387, 97, 'Low Risk'),
(113469, 66, 18, '45:46.0', 36.004387298948416, 98.29802396594667, 119, 84, 19, 'Male', 91.35192464569927, 1.898331867357177, 0.11062134074571787, 35, 25.349735081448806, 95.66666666666667, 'Low Risk'),
(113470, 66, 16, '44:46.0', 36.27097440389614, 96.65917282638905, 113, 79, 56, 'Male', 85.97992255132081, 1.9819013591591594, 0.13975606557314801, 34, 21.88935570118556, 90.33333333333333, 'Low Risk'),
(113471, 63, 19, '43:46.0', 37.04615911, 96.99626969129206, 129, 79, 83, 'Male', 96.66490346700115, 1.5498303480469102, 0.10306468112960049, 50, 40.24394066365158, 95.66666666666666, 'High Risk'),
(113472, 79, 18, '42:46.0', 36.42234554450522, 98.19627936469848, 111, 72, 70, 'Female', 97.07944445, 1.8982776857774322, 0.097457428, 39, 26.94063308331253, 85, 'Low Risk'),
(113473, 69, 14, '41:46.0', 37.282750702570425, 99.70877228896471, 135, 79, 75, 'Female', 86.94353625958128, 1.7451408492473457, 0.14394341782935072, 56, 28.548042300796855, 97.66666666666666, 'Low Risk'),
(113474, 69, 19, '40:46.0', 36.926156342251964, 97.34358133482665, 132, 82, 49, 'Male', 99.41676715313369, 1.609797943662011, 0.070209518, 50, 38.363383212566944, 98.66666666666666, 'High Risk'),
(113475, 60, 14, '39:46.0', 36.65409386878641, 96.56970376413875, 134, 74, 61, 'Male', 76.89150748615066, 1.7525744702007113, 0.078019231, 60, 25.03372132953909, 94, 'Low Risk'),
(113476, 63, 13, '38:46.0', 36.17395332725306, 98.51653839, 128, 73, 46, 'Female', 55.19623188031364, 1.898286597, 0.11867523629738261, 55, 15.31742870238778, 91.33333333333333, 'High Risk'),
(113477, 63, 13, '37:46.0', 36.119974145485195, 95.95387197339507, 128, 82, 66, 'Female', 76.19829799, 1.9831428764319985, 0.14744571214767382, 46, 19.37480152225302, 97.33333333333333, 'Low Risk'),
(113478, 90, 17, '36:46.0', 36.45315383808381, 98.77300351221956, 117, 72, 82, 'Female', 95.66836313, 1.6915139193424813, 0.078301321, 45, 33.436221339889165, 87, 'High Risk'),
(113479, 65, 17, '35:46.0', 36.75722641482519, 95.65518963, 131, 85, 41, 'Male', 61.080242509863396, 1.5279815815174698, 0.099909975, 46, 26.161612832972473, 100.33333333333333, 'Low Risk'),
(113480, 67, 17, '34:46.0', 37.375497398052545, 97.91292217398453, 130, 71, 38, 'Female', 74.85667804570672, 1.9658416744323528, 0.066809851, 59, 19.370171913385594, 90.66666666666666, 'Low Risk'),
(113481, 98, 16, '33:46.0', 37.11736240934218, 97.73758196119375, 113, 84, 52, 'Female', 80.96976385012344, 1.9566897149579048, 0.14033078649638908, 29, 21.14846974193602, 93.66666666666667, 'High Risk'),
(113482, 71, 12, '32:46.0', 36.20498541467008, 98.17526669894717, 116, 79, 46, 'Female', 87.40431561, 1.6899050698771592, 0.055666374375963446, 37, 30.606118737941586, 91.33333333333333, 'High Risk'),
(113483, 97, 19, '31:46.0', 37.42295842884402, 96.75573220563213, 134, 83, 51, 'Female', 99.38804693, 1.7268668161581964, 0.11186306692884404, 51, 33.328553733373106, 100, 'High Risk'),
(113484, 61, 13, '30:46.0', 37.419201845464244, 99.94709316363426, 120, 73, 61, 'Female', 90.61539072359054, 1.9572958159105496, 0.14421092835586907, 47, 23.65315250772756, 88.66666666666667, 'Low Risk'),
(113485, 89, 15, '29:46.0', 36.491765029680565, 98.41454335, 132, 77, 22, 'Male', 67.29670208605012, 1.5821987645662001, 0.12688926515748555, 55, 26.882626601939048, 95.33333333333333, 'Low Risk'),
(113486, 72, 14, '28:46.0', 36.872634336349535, 99.82573466177433, 112, 75, 63, 'Male', 70.18330405986296, 1.9803801979870939, 0.095602479, 37, 17.895204249410877, 87.33333333333333, 'High Risk'),
(113487, 94, 17, '27:46.0', 36.43211983173508, 95.60848615265576, 122, 75, 63, 'Male', 78.15711407397104, 1.5748353846788266, 0.072523148, 47, 31.51361218793347, 90.66666666666667, 'High Risk'),
(113488, 89, 16, '26:46.0', 36.504752601250104, 97.46864949481855, 125, 88, 61, 'Male', 96.09079457734413, 1.5350376108987493, 0.089944888, 37, 40.77967336563718, 100.33333333333333, 'High Risk'),
(113489, 76, 18, '25:46.0', 36.612994235082176, 98.45066153500065, 116, 78, 68, 'Female', 98.79137349097493, 1.7851678916519929, 0.06086113, 38, 30.99994259113654, 90.66666666666667, 'High Risk'),
(113490, 74, 12, '24:46.0', 36.47880695446541, 96.47624214, 113, 75, 40, 'Female', 60.53759129371604, 1.531750680496681, 0.1367164788892177, 38, 25.801738722753374, 87.66666666666667, 'Low Risk'),
(113491, 97, 14, '23:46.0', 36.89777708576647, 99.92825021072451, 136, 75, 24, 'Female', 85.95080919805821, 1.9065654549429665, 0.096262705, 61, 23.64539265, 95.33333333333333, 'High Risk'),
(113492, 92, 12, '22:46.0', 37.15510193683629, 99.47395117372726, 133, 82, 85, 'Male', 73.02229343781525, 1.903141448688546, 0.10136832606950416, 51, 20.16105865251431, 99, 'High Risk'),
(113493, 80, 16, '21:46.0', 37.12649377, 99.67868777592689, 116, 89, 85, 'Male', 64.74316482139865, 1.7554298991688362, 0.055812048053788435, 27, 21.01004307311551, 98, 'Low Risk'),
(113494, 68, 16, '20:46.0', 36.02175833040491, 98.79423325576889, 115, 81, 24, 'Female', 57.70864635299403, 1.7807714319153136, 0.080460324, 34, 18.19803632728957, 92.33333333333333, 'High Risk'),
(113495, 82, 16, '19:46.0', 36.51804438320389, 95.80067302095908, 124, 81, 65, 'Male', 53.438582830172464, 1.8962092638385308, 0.055971954268925164, 43, 14.862176150142734, 95.33333333333333, 'High Risk'),
(113496, 62, 15, '18:46.0', 36.05306437775395, 99.06669642611588, 122, 77, 59, 'Female', 95.75282100953682, 1.8912118380866576, 0.14080660979553264, 45, 26.77140858846695, 92, 'Low Risk'),
(113497, 62, 12, '17:46.0', 37.050114366222346, 99.06506993929924, 124, 72, 50, 'Male', 73.30774687793362, 1.968318101973812, 0.071370059, 52, 18.92166279044908, 89.33333333333333, 'Low Risk'),
(113498, 68, 12, '16:46.0', 36.395880527435075, 95.84605916301231, 136, 88, 55, 'Male', 63.16206307090094, 1.8807064213264177, 0.1429982016328215, 48, 17.85723821867575, 104, 'High Risk'),
(113499, 81, 19, '15:46.0', 36.279977421413555, 99.84374426, 127, 70, 29, 'Female', 77.27715075366223, 1.554138628949848, 0.11940332012166151, 57, 31.994224704419686, 89, 'High Risk'),
(113500, 85, 19, '14:46.0', 36.63260602560862, 99.83957725724598, 122, 89, 50, 'Male', 76.91652120081523, 1.7818740109831337, 0.09371643, 33, 24.22510379075342, 100, 'Low Risk'),
(113501, 78, 16, '13:46.0', 36.98624593016858, 98.22926777761408, 136, 87, 73, 'Female', 65.14758303595713, 1.870347195646322, 0.1265001309742564, 49, 18.623180066201773, 103.33333333333333, 'Low Risk'),
(113502, 71, 14, '12:46.0', 36.33545129905016, 95.36142563055621, 114, 73, 44, 'Female', 93.23873227, 1.6695405884522327, 0.05784876, 41, 33.45048327, 86.66666666666667, 'High Risk'),
(113503, 91, 17, '11:46.0', 37.264149788695825, 98.44845413607888, 117, 86, 48, 'Male', 57.70465908196747, 1.705942150542307, 0.061542993420489835, 31, 19.828153837845974, 96.33333333333333, 'High Risk'),
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(113680, 64, 13, '14:46.0', 36.999071893148134, 99.32499687292191, 132, 86, 76, 'Male', 84.71555312498123, 1.9494357206314405, 0.091472151, 46, 22.291808909311115, 101.33333333333333, 'Low Risk'),
(113681, 70, 15, '13:46.0', 36.639958196645786, 98.59286928086182, 128, 82, 40, 'Female', 60.24340706912339, 1.8246372046605188, 0.12862522772624013, 46, 18.094911923113226, 97.33333333333333, 'High Risk'),
(113682, 70, 18, '12:46.0', 36.86325517548342, 95.14018181839393, 119, 85, 46, 'Female', 62.62696479379953, 1.7001690311393007, 0.13564779416333117, 34, 21.66592132959361, 96.33333333333333, 'Low Risk'),
(113683, 63, 13, '11:46.0', 37.29708654880133, 98.34128508080722, 111, 70, 47, 'Male', 72.7207567, 1.9074518131830978, 0.12360163907848232, 41, 19.987166873174523, 83.66666666666667, 'Low Risk'),
(113684, 94, 13, '10:46.0', 36.38818839406221, 95.00758960595158, 128, 78, 43, 'Female', 68.01418485325692, 1.5210015218804749, 0.087071594, 50, 29.399517319156846, 94.66666666666666, 'High Risk'),
(113685, 91, 13, '09:46.0', 37.10832719104007, 99.45645886722876, 137, 71, 37, 'Male', 88.72703283984173, 1.8553037568195048, 0.12256105447434487, 66, 25.776616507573102, 93, 'High Risk'),
(113686, 67, 16, '08:46.0', 37.03575641340937, 96.50337280081851, 123, 84, 87, 'Male', 66.61410532796162, 1.5165880913805618, 0.11028095103986132, 39, 28.962157866005086, 97, 'Low Risk'),
(113687, 76, 18, '07:46.0', 36.408283939571426, 98.57818529251949, 127, 77, 64, 'Male', 75.31218415, 1.8534823075906446, 0.11932532086669143, 50, 21.922412897177452, 93.66666666666666, 'Low Risk'),
(113688, 82, 13, '06:46.0', 37.49784905649767, 97.87601273849722, 136, 88, 61, 'Female', 83.44586040953749, 1.8753630995163244, 0.11470606833042364, 48, 23.726521088045892, 104, 'Low Risk'),
(113689, 75, 18, '05:46.0', 36.87928760474298, 99.89944482322322, 116, 86, 27, 'Male', 79.69890381, 1.9711697136124173, 0.077095877, 30, 20.511825473802844, 96, 'Low Risk'),
(113690, 62, 17, '04:46.0', 37.405865114792135, 95.54526302626094, 112, 82, 87, 'Male', 60.94925778, 1.688604378614149, 0.074433433, 30, 21.375318721829885, 92, 'Low Risk'),
(113691, 76, 14, '03:46.0', 36.08163432983366, 95.79808310271684, 135, 87, 59, 'Male', 74.00526694694156, 1.7297111319301182, 0.1316032878642623, 48, 24.73520241576438, 103, 'Low Risk'),
(113692, 65, 14, '02:46.0', 36.92725792811835, 97.93631920525033, 136, 89, 64, 'Female', 75.20800810243219, 1.5569939591388182, 0.10586470938863299, 47, 31.02345992144522, 104.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(113694, 78, 16, '00:46.0', 36.28927805830584, 97.96678388812566, 135, 89, 26, 'Male', 67.46286347090309, 1.8617014628101956, 0.065530776, 46, 19.46456448613363, 104.33333333333333, 'Low Risk'),
(113695, 66, 14, '59:46.0', 37.25790633429198, 95.33412608715662, 138, 74, 27, 'Female', 99.91217765, 1.5397090457455354, 0.11342290775350433, 64, 42.14451907422565, 95.33333333333333, 'High Risk'),
(113696, 76, 15, '58:46.0', 36.76376526376269, 96.24169845626817, 129, 75, 34, 'Male', 82.78792853163732, 1.838012668896758, 0.076925333, 54, 24.505863776696753, 93, 'Low Risk'),
(113697, 85, 16, '57:46.0', 37.06528636666848, 97.69180275, 122, 86, 56, 'Male', 89.95458947599016, 1.6855596884852777, 0.063205221, 36, 31.66176006585295, 98, 'High Risk'),
(113698, 91, 15, '56:46.0', 36.129458128412985, 95.97033714747629, 133, 89, 34, 'Male', 65.31327365388395, 1.6404660487618279, 0.1137567359966608, 44, 24.269842553466496, 103.66666666666667, 'High Risk'),
(113699, 61, 14, '55:46.0', 36.044987415598115, 99.75404580634367, 116, 86, 52, 'Female', 60.80618332057791, 1.5905493341613557, 0.1429120198089599, 30, 24.035516332964598, 96, 'Low Risk'),
(113700, 97, 19, '54:46.0', 37.33144630065887, 97.86865236591237, 139, 77, 71, 'Male', 89.70259660404307, 1.693518572220246, 0.079298008, 62, 31.276999786666057, 97.66666666666666, 'High Risk'),
(113701, 69, 19, '53:46.0', 36.353861275956596, 98.02832612065846, 127, 77, 88, 'Male', 79.58268549757224, 1.7129481995976923, 0.11641619101938057, 50, 27.12252576619834, 93.66666666666666, 'Low Risk'),
(113702, 92, 13, '52:46.0', 37.00156262341276, 98.55715264470462, 111, 82, 65, 'Male', 79.42418340552608, 1.542605405482947, 0.14923147821477004, 29, 33.37667429071065, 91.66666666666667, 'High Risk'),
(113703, 82, 13, '51:46.0', 36.565093089575456, 99.68706141490777, 136, 79, 19, 'Female', 60.75133765333077, 1.8705615742576571, 0.084125758, 57, 17.36248276141854, 98, 'High Risk'),
(113704, 94, 19, '50:46.0', 36.709750919283294, 99.80572703523048, 139, 81, 41, 'Female', 61.35931954021266, 1.6332256875311295, 0.079710613, 58, 23.003193405282808, 100.33333333333333, 'High Risk'),
(113705, 61, 12, '49:46.0', 37.34720164280104, 96.55750295, 138, 77, 60, 'Male', 82.60771385736962, 1.7920834690677838, 0.064223856, 61, 25.721964582082983, 97.33333333333333, 'Low Risk'),
(113706, 70, 12, '48:46.0', 37.41107618179239, 98.81681842889147, 130, 79, 58, 'Female', 72.26862701396152, 1.8624693185389765, 0.059082796509431296, 51, 20.833946744357842, 96, 'Low Risk'),
(113707, 61, 14, '47:46.0', 36.87553171571235, 99.65646927023161, 133, 77, 79, 'Male', 56.76532609272739, 1.7796127752331317, 0.057406644, 56, 17.923883297505824, 95.66666666666666, 'High Risk'),
(113708, 78, 13, '46:46.0', 36.05764780739527, 96.77313022019285, 113, 87, 54, 'Female', 83.86628938125534, 1.8147237335557689, 0.05651631, 26, 25.466331618742913, 95.66666666666667, 'Low Risk'),
(113709, 61, 14, '45:46.0', 37.334667179616304, 98.01670256853492, 134, 71, 73, 'Female', 65.51398147, 1.8982170121741666, 0.14613469946499438, 63, 18.18202585254583, 92, 'High Risk'),
(113710, 75, 12, '44:46.0', 36.51299279579482, 96.89335989198767, 118, 85, 54, 'Female', 52.51214170417674, 1.5133354158235015, 0.12658319, 33, 22.929223089421473, 96, 'Low Risk'),
(113711, 88, 17, '43:46.0', 36.43822325925678, 95.09574866689005, 119, 75, 68, 'Male', 85.23628091129905, 1.7314761178225864, 0.059231473, 44, 28.43095713562664, 89.66666666666667, 'Low Risk'),
(113712, 79, 15, '42:46.0', 37.16653270122851, 99.82476198810892, 119, 72, 71, 'Female', 99.43315158714003, 1.5606349506052455, 0.070219495, 47, 40.82522127350657, 87.66666666666667, 'High Risk'),
(113713, 63, 12, '41:46.0', 37.05639466012142, 95.12831018170193, 113, 85, 59, 'Male', 95.45852865228548, 1.5390563954816376, 0.11316865091293507, 28, 40.30005772665967, 94.33333333333333, 'High Risk'),
(113714, 61, 15, '40:46.0', 36.15543009564111, 96.41960691757033, 132, 76, 57, 'Male', 62.69365750922121, 1.9610034163418866, 0.085495413, 56, 16.302976649248098, 94.66666666666666, 'High Risk'),
(113715, 93, 15, '39:46.0', 36.40490473, 95.92400168914827, 138, 73, 31, 'Male', 79.06087423263301, 1.8135425816271407, 0.051927326006248636, 65, 24.038429910741286, 94.66666666666666, 'High Risk'),
(113716, 99, 18, '38:46.0', 36.57974491942384, 98.91080851478195, 138, 71, 22, 'Male', 83.66652661322473, 1.8246139082462256, 0.12533817027531846, 67, 25.131000442845984, 93.33333333333333, 'High Risk'),
(113717, 76, 19, '37:46.0', 36.722117629985036, 96.02562077886208, 122, 76, 56, 'Male', 54.703857650074795, 1.6670054614907428, 0.1418287350143413, 46, 19.685384772832204, 91.33333333333333, 'Low Risk'),
(113718, 76, 17, '36:46.0', 37.47250614, 97.85231894943139, 122, 77, 61, 'Female', 54.64546855279021, 1.736887050940658, 0.097567178, 45, 18.11385969069681, 92, 'High Risk'),
(113719, 68, 12, '35:46.0', 36.95137049489526, 99.88456093446575, 116, 77, 31, 'Female', 75.61958750071554, 1.645153470261993, 0.052520869, 39, 27.939682603598495, 90, 'Low Risk'),
(113720, 70, 17, '34:46.0', 36.35366651050011, 98.08101264545687, 133, 73, 37, 'Female', 96.49190178424408, 1.6685571268352788, 0.069080927, 60, 34.65841562632616, 93, 'High Risk'),
(113721, 82, 12, '33:46.0', 36.00166877735609, 95.26654187505324, 111, 82, 72, 'Female', 61.400687394798595, 1.937603698914049, 0.099267672, 29, 16.354727917025343, 91.66666666666667, 'High Risk'),
(113722, 80, 18, '32:46.0', 37.02877363, 96.13280402, 117, 76, 79, 'Female', 73.44858746267553, 1.8364868326581278, 0.054340076, 41, 21.777489362726985, 89.66666666666667, 'Low Risk'),
(113723, 61, 16, '31:46.0', 37.18728644030188, 96.17441729404462, 114, 83, 51, 'Female', 92.55443306484423, 1.692732502019176, 0.1136401345206449, 31, 32.301341451562905, 93.33333333333333, 'High Risk'),
(113724, 74, 12, '30:46.0', 37.079807405340965, 96.25861207, 138, 76, 21, 'Female', 75.90623836251847, 1.9794488465408182, 0.080719422, 62, 19.37264426724242, 96.66666666666666, 'Low Risk'),
(113725, 68, 15, '29:46.0', 36.59711829, 99.15888844698931, 114, 71, 19, 'Female', 68.22542773016848, 1.994458046793614, 0.075464055, 43, 17.15127681322763, 85.33333333333333, 'High Risk'),
(113726, 64, 19, '28:46.0', 36.44534813178663, 97.51857219651704, 134, 88, 50, 'Female', 94.05389234, 1.7201965045233747, 0.1368841049680077, 46, 31.78488551495313, 103.33333333333333, 'High Risk'),
(113727, 66, 18, '27:46.0', 36.884389430354595, 97.72436228385597, 111, 71, 66, 'Male', 84.03443812887852, 1.8528393540463428, 0.12976516967437554, 40, 24.478329001905628, 84.33333333333333, 'Low Risk'),
(113728, 70, 12, '26:46.0', 36.71721225907401, 98.71252477291944, 130, 77, 55, 'Female', 61.337516936558075, 1.7844801465976623, 0.065654968, 53, 19.26206082115092, 94.66666666666666, 'Low Risk'),
(113729, 80, 18, '25:46.0', 36.45614412568286, 96.28078652167068, 130, 78, 81, 'Male', 74.81326341444253, 1.949775689204126, 0.062229813, 52, 19.679284181530846, 95.33333333333333, 'Low Risk'),
(113730, 71, 13, '24:46.0', 36.74675416222993, 96.92620517148657, 112, 78, 20, 'Female', 79.58902148871451, 1.673420040249777, 0.089043176, 34, 28.421253876069542, 89.33333333333333, 'Low Risk'),
(113731, 80, 18, '23:46.0', 37.379616042095066, 99.21942792, 118, 76, 42, 'Male', 76.49387054846551, 1.6695899122660283, 0.088851942, 42, 27.441447270495015, 90, 'Low Risk'),
(113732, 63, 12, '22:46.0', 36.91475092888875, 99.98874053848496, 115, 88, 69, 'Male', 73.35435913232375, 1.5365984205544874, 0.068135815, 27, 31.06741811, 97, 'High Risk'),
(113733, 84, 19, '21:46.0', 36.13852036061593, 99.46113330292954, 122, 73, 81, 'Male', 71.53536650848129, 1.5607293033802725, 0.067935163, 49, 29.367409395752613, 89.33333333333333, 'Low Risk'),
(113734, 60, 19, '20:46.0', 36.02783654740122, 99.30032309269197, 124, 71, 54, 'Female', 93.63564879136355, 1.556026216364245, 0.11743791968469176, 53, 38.672959147616005, 88.66666666666666, 'High Risk'),
(113735, 91, 16, '19:46.0', 36.409977989510544, 95.95393269189978, 123, 76, 40, 'Male', 84.84579947534968, 1.8010464966578388, 0.058647195, 47, 26.156552145068737, 91.66666666666667, 'High Risk'),
(113736, 71, 17, '18:46.0', 36.85575927856742, 98.78220967351685, 119, 84, 37, 'Female', 92.23850725787776, 1.853584737219294, 0.10811525256278137, 35, 26.84648158334628, 95.66666666666667, 'Low Risk'),
(113737, 66, 17, '17:46.0', 36.58070816454355, 98.36670220148793, 116, 85, 40, 'Female', 87.45999917230543, 1.7721278294001641, 0.060817201, 31, 27.849626645691316, 95.33333333333333, 'Low Risk'),
(113738, 93, 18, '16:46.0', 36.715051314040245, 97.77204032743167, 133, 70, 31, 'Female', 80.01875348235308, 1.590325993210576, 0.11255505724788806, 63, 31.63876094001558, 91, 'High Risk'),
(113739, 84, 14, '15:46.0', 37.00540735258472, 95.50421011918549, 139, 88, 80, 'Male', 53.01015332383038, 1.8335549703638498, 0.07603295, 51, 15.767803202770025, 105, 'High Risk'),
(113740, 92, 12, '14:46.0', 37.34442925261099, 99.86459817056331, 138, 80, 24, 'Male', 60.11034406209782, 1.668303211558003, 0.14376276364880933, 58, 21.59728911886106, 99.33333333333333, 'High Risk'),
(113741, 73, 14, '13:46.0', 36.31947344917634, 99.41291421113348, 116, 88, 68, 'Male', 53.69453707672711, 1.767450359692995, 0.10394033224047866, 28, 17.188407932847003, 97.33333333333333, 'High Risk'),
(113742, 61, 12, '12:46.0', 36.29300902201704, 97.75772300325566, 112, 86, 52, 'Female', 91.78389802, 1.6339225975287595, 0.14630229867449174, 26, 34.37981533588653, 94.66666666666667, 'High Risk'),
(113743, 79, 17, '11:46.0', 36.221421506779514, 98.97787106633454, 131, 76, 75, 'Male', 89.18397142726437, 1.5699399621262224, 0.077011204, 55, 36.18434530028222, 94.33333333333333, 'High Risk'),
(113744, 63, 17, '10:46.0', 36.16658267065273, 98.46298673, 134, 89, 69, 'Female', 72.25203079538039, 1.9115164548000703, 0.1175235372461751, 45, 19.773974810833728, 104, 'Low Risk'),
(113745, 97, 16, '09:46.0', 36.63818315268917, 99.86219318327211, 134, 87, 21, 'Female', 59.84592773142609, 1.8333583360142096, 0.093709411, 47, 17.804914342252786, 102.66666666666667, 'High Risk'),
(113746, 62, 12, '08:46.0', 36.34697086069337, 99.02939871624201, 130, 86, 62, 'Female', 69.84931009538627, 1.5488311633784555, 0.12029133300862745, 44, 29.117491965695578, 100.66666666666667, 'Low Risk'),
(113747, 65, 14, '07:46.0', 36.451652593389404, 95.56613654607405, 136, 83, 83, 'Female', 94.13510616300212, 1.8163264506715007, 0.14588921523613835, 53, 28.53407521683585, 100.66666666666666, 'Low Risk'),
(113748, 65, 15, '06:46.0', 36.64031264, 98.96731214567718, 123, 88, 59, 'Male', 88.77756371730315, 1.971534252606336, 0.093085271, 35, 22.839919519149475, 99.66666666666667, 'Low Risk'),
(113749, 70, 18, '05:46.0', 36.950361512179065, 99.36119700668306, 117, 75, 55, 'Female', 78.28241588840403, 1.9875851361676036, 0.096297607, 42, 19.815851521896466, 89, 'Low Risk'),
(113750, 60, 17, '04:46.0', 36.68862252703577, 98.63321540132586, 126, 86, 55, 'Male', 80.30169712375692, 1.8743223433109748, 0.1271687232976718, 40, 22.857891096884334, 99.33333333333333, 'Low Risk'),
(113751, 96, 17, '03:46.0', 36.14565121064869, 96.23644113168012, 118, 78, 41, 'Male', 79.69093282938898, 1.7520397528088683, 0.10152578325809562, 40, 25.96097499283509, 91.33333333333333, 'High Risk'),
(113752, 75, 13, '02:46.0', 36.482632450168616, 98.20639096733359, 114, 82, 54, 'Male', 76.14418292538414, 1.690432184412039, 0.14813084768533624, 32, 26.646564578051517, 92.66666666666667, 'Low Risk'),
(113753, 66, 17, '01:46.0', 36.51168650901393, 97.41768913877716, 136, 86, 35, 'Male', 96.38817649319202, 1.9559211852095557, 0.092589128, 50, 25.19538870125113, 102.66666666666666, 'Low Risk'),
(113754, 73, 12, '00:46.0', 36.70650384134437, 96.37343712, 139, 72, 55, 'Male', 95.71911636287942, 1.737783349002123, 0.10732929807269348, 67, 31.69621598096428, 94.33333333333333, 'High Risk'),
(113755, 94, 19, '59:46.0', 36.64302524883481, 99.36521783502468, 135, 73, 88, 'Male', 82.59638735505185, 1.8864404303946414, 0.082657962, 62, 23.209985061714725, 93.66666666666666, 'High Risk'),
(113756, 77, 18, '58:46.0', 37.07145080165508, 97.29060288, 127, 75, 54, 'Male', 83.15336396666873, 1.7864894830063864, 0.079960006, 52, 26.054269167195674, 92.33333333333333, 'Low Risk'),
(113757, 89, 18, '57:46.0', 36.84391038605468, 95.37756564775981, 124, 77, 75, 'Male', 92.78573848, 1.748190155137097, 0.052963644, 47, 30.360148272514806, 92.66666666666667, 'High Risk'),
(113758, 61, 18, '56:46.0', 36.429319324511795, 95.61498681615497, 132, 80, 55, 'Male', 73.09676577715715, 1.798788610254996, 0.12340214143213593, 52, 22.591127346126086, 97.33333333333333, 'Low Risk'),
(113759, 96, 17, '55:46.0', 36.71417475213301, 95.90712196280293, 115, 87, 41, 'Male', 63.59421389865102, 1.7532473750194466, 0.11774280225364325, 28, 20.68860503542438, 96.33333333333333, 'High Risk'),
(113760, 68, 19, '54:46.0', 37.09199064153186, 96.14984696249427, 113, 70, 48, 'Male', 51.32630714361044, 1.889236106716684, 0.070979323, 43, 14.380286685398909, 84.33333333333333, 'High Risk'),
(113761, 76, 16, '53:46.0', 36.39539573150951, 97.87436377957461, 115, 88, 84, 'Male', 86.85761106408316, 1.6075857296119775, 0.11684483401529003, 27, 33.60930993489567, 97, 'High Risk'),
(113762, 95, 17, '52:46.0', 37.292450234112934, 97.53188819497106, 130, 77, 44, 'Female', 62.38054982215212, 1.9994593557791682, 0.1326169705798129, 53, 15.603572296508348, 94.66666666666666, 'High Risk'),
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(113938, 90, 17, '56:46.0', 36.07285038239091, 96.17102464462747, 128, 87, 67, 'Male', 74.93934395551634, 1.7710531902224393, 0.11426840374067013, 41, 23.891679359208883, 100.66666666666667, 'Low Risk'),
(113939, 65, 14, '55:46.0', 36.60350833, 99.90717907824622, 126, 86, 34, 'Female', 59.787133926330874, 1.7724204360947997, 0.14920449556920462, 40, 19.031553365237126, 99.33333333333333, 'Low Risk'),
(113940, 93, 15, '54:46.0', 37.426941772962074, 98.67024867890767, 130, 84, 85, 'Female', 64.90820364319777, 1.5072240003638386, 0.10896320701917799, 46, 28.57222016952714, 99.33333333333333, 'High Risk'),
(113941, 91, 15, '53:46.0', 36.16821792061538, 98.95951057635894, 136, 78, 39, 'Female', 65.39423576, 1.941544238410898, 0.11163625023606674, 58, 17.347819220405476, 97.33333333333333, 'High Risk'),
(113942, 98, 19, '52:46.0', 36.227935405461544, 96.37158767, 114, 85, 60, 'Male', 74.35371652435701, 1.6570223135181896, 0.12460655748204703, 29, 27.079832141160907, 94.66666666666667, 'High Risk'),
(113943, 96, 13, '51:46.0', 36.068284783080415, 95.19323906083544, 127, 71, 25, 'Female', 82.47332464585064, 1.9156885634337906, 0.11479918679055479, 56, 22.473136467340428, 89.66666666666666, 'High Risk'),
(113944, 95, 15, '50:46.0', 36.80207341953342, 97.03657847280907, 130, 85, 44, 'Male', 66.21499218688325, 1.6709761217963297, 0.074053084, 45, 23.71460222140788, 100, 'High Risk'),
(113945, 84, 18, '49:46.0', 36.60925460443838, 99.63369130234716, 121, 87, 55, 'Male', 73.51704310087798, 1.9543753471871734, 0.13455127597805333, 34, 19.24740034325266, 98.33333333333333, 'Low Risk'),
(113946, 68, 16, '48:46.0', 36.20858397189701, 96.68872671486375, 135, 73, 85, 'Female', 52.64503942749303, 1.6144833021187195, 0.1252021830635302, 62, 20.197161582360167, 93.66666666666666, 'Low Risk'),
(113947, 99, 19, '47:46.0', 36.209654825379985, 99.12901393628877, 118, 71, 42, 'Male', 96.10475882045694, 1.9757007024019013, 0.09600361, 47, 24.620824058539107, 86.66666666666667, 'High Risk'),
(113948, 97, 19, '46:46.0', 37.39497727, 96.26340245250883, 126, 82, 76, 'Male', 65.79789534936819, 1.7181904631307932, 0.1024754627741724, 44, 22.287912492973913, 96.66666666666667, 'High Risk'),
(113949, 62, 14, '45:46.0', 36.42627380835284, 99.67899287123201, 135, 80, 85, 'Female', 70.20678548621828, 1.8764295774206563, 0.082189283, 55, 19.939513086485444, 98.33333333333333, 'Low Risk'),
(113950, 88, 16, '44:46.0', 37.28623197485092, 95.96436931361191, 121, 82, 67, 'Male', 63.17344997, 1.6152880168763946, 0.14802701398066254, 39, 24.212222284209336, 95, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(113952, 91, 14, '42:46.0', 37.36172666949699, 96.33466351731963, 117, 79, 46, 'Female', 66.25459810766733, 1.7028537662147671, 0.054955629, 38, 22.84869053171012, 91.66666666666667, 'High Risk'),
(113953, 60, 18, '41:46.0', 36.31326038489984, 95.36865785552861, 110, 73, 39, 'Male', 88.93542840178287, 1.9599294400955363, 0.06872503, 37, 23.15228865310143, 85.33333333333333, 'Low Risk'),
(113954, 69, 12, '40:46.0', 36.60412518556537, 96.81558432590661, 138, 70, 66, 'Female', 66.46463019167928, 1.7350926405336276, 0.10505266887862588, 68, 22.07726431953628, 92.66666666666666, 'Low Risk'),
(113955, 79, 14, '39:46.0', 36.91306002676643, 95.05516048792441, 117, 84, 78, 'Female', 80.53221533527935, 1.8675256037445795, 0.059722194, 33, 23.090669049362056, 95, 'Low Risk'),
(113956, 68, 13, '38:46.0', 37.168240215225445, 97.24261202166215, 119, 82, 32, 'Male', 64.90393379856889, 1.6061339995828625, 0.069316854, 37, 25.15981647054587, 94.33333333333333, 'Low Risk'),
(113957, 83, 18, '37:46.0', 37.095529252142974, 96.32328016310986, 110, 82, 55, 'Female', 76.25683125, 1.8382471448171094, 0.06289986, 28, 22.566850646079434, 91.33333333333333, 'Low Risk'),
(113958, 92, 15, '36:46.0', 36.19178227537604, 96.07682984314735, 131, 88, 27, 'Female', 91.61617175411054, 1.6594724512089798, 0.11106957109132308, 43, 33.26841009249268, 102.33333333333333, 'High Risk'),
(113959, 74, 12, '35:46.0', 37.39980831231932, 95.61772069995526, 115, 72, 52, 'Male', 72.11855211373017, 1.6593855525696564, 0.096826908, 43, 26.19101865258658, 86.33333333333333, 'Low Risk'),
(113960, 87, 12, '34:46.0', 36.06968888078536, 98.06789274969914, 126, 77, 75, 'Female', 78.39471618938487, 1.8208129857076985, 0.094784987, 49, 23.645914130017335, 93.33333333333333, 'Low Risk'),
(113961, 92, 12, '33:46.0', 36.60510709125592, 97.08168140242611, 121, 89, 63, 'Male', 55.21004045604532, 1.6356874903221335, 0.096987743, 32, 20.635614254512607, 99.66666666666667, 'High Risk'),
(113962, 98, 15, '32:46.0', 36.13688140486682, 98.77902152643672, 121, 89, 83, 'Female', 62.638786551368874, 1.648648033152493, 0.1065919775365554, 32, 23.045569152771012, 99.66666666666667, 'High Risk'),
(113963, 76, 18, '31:46.0', 37.17709515071393, 97.01878047946732, 128, 70, 86, 'Female', 76.85358575719204, 1.8624585716051676, 0.080699389, 58, 22.15597635321307, 89.33333333333333, 'Low Risk'),
(113964, 83, 14, '30:46.0', 36.63482244256693, 97.30333627869129, 121, 87, 89, 'Female', 79.73666874, 1.7704009500302207, 0.070393556, 34, 25.439866015896953, 98.33333333333333, 'Low Risk'),
(113965, 74, 19, '29:46.0', 36.08524367135941, 98.01331458, 136, 88, 82, 'Male', 75.06636413138204, 1.939543523075563, 0.055135664608484486, 48, 19.954751419274974, 104, 'Low Risk'),
(113966, 96, 19, '28:46.0', 36.57349260930462, 98.87307139052378, 112, 77, 37, 'Male', 66.27929947096128, 1.5283402538213013, 0.094529887, 35, 28.375126471883288, 88.66666666666667, 'High Risk'),
(113967, 96, 18, '27:46.0', 36.90919549081011, 96.18374836375999, 131, 70, 55, 'Male', 83.57532633897827, 1.7779773611970788, 0.081017362, 61, 26.437819147093865, 90.33333333333333, 'High Risk'),
(113968, 75, 17, '26:46.0', 36.32494080874486, 96.29400120859505, 121, 75, 70, 'Female', 62.157324025314935, 1.615017304351308, 0.070652097, 46, 23.830763083719336, 90.33333333333333, 'Low Risk'),
(113969, 91, 17, '25:46.0', 36.57288466436451, 98.86021818, 118, 78, 79, 'Female', 77.70208378628159, 1.572003678012929, 0.1358253296652763, 40, 31.443113984219334, 91.33333333333333, 'High Risk'),
(113970, 60, 17, '24:46.0', 36.94501975087504, 96.86955079033145, 119, 80, 79, 'Male', 70.37454619, 1.9537530321592431, 0.055594579, 39, 18.436406585373625, 93, 'High Risk'),
(113971, 94, 13, '23:46.0', 36.74434985495826, 98.00898923445878, 114, 89, 82, 'Female', 68.32109261, 1.6084991261091526, 0.11870671084552445, 25, 26.406639983159664, 97.33333333333333, 'High Risk'),
(113972, 77, 14, '22:46.0', 36.699821889134114, 95.31457673393938, 118, 82, 67, 'Female', 97.85509547130715, 1.9438160414297723, 0.13249240492198916, 36, 25.898411155181897, 94, 'Low Risk'),
(113973, 68, 13, '21:46.0', 36.61441714218073, 97.71768334081288, 111, 89, 68, 'Female', 83.20278745824592, 1.5843628417749378, 0.1499150177020302, 22, 33.14580565872396, 96.33333333333333, 'High Risk'),
(113974, 62, 14, '20:46.0', 36.90019373716002, 98.97175892, 137, 81, 23, 'Male', 65.10495377560255, 1.8852823816002566, 0.095120839, 56, 18.31728981970956, 99.66666666666666, 'High Risk'),
(113975, 62, 13, '19:46.0', 36.65724498524953, 96.96411274912379, 126, 75, 38, 'Female', 58.15579181053415, 1.6101849159037138, 0.12556736685313025, 51, 22.43062968, 92, 'Low Risk'),
(113976, 95, 19, '18:46.0', 36.18056205890986, 99.02045622259239, 131, 81, 38, 'Male', 68.64570940461846, 1.5620014098233244, 0.054201426, 50, 28.13523548590839, 97.66666666666666, 'High Risk'),
(113977, 80, 19, '17:46.0', 36.74719415207734, 98.60534896, 118, 82, 71, 'Male', 57.409015477672256, 1.8472315761756173, 0.064626746, 36, 16.824315801025605, 94, 'High Risk'),
(113978, 91, 19, '16:46.0', 37.41417139951172, 98.92049385160585, 130, 78, 86, 'Male', 78.71825789186182, 1.6270919856066428, 0.11990483574330117, 52, 29.733857952257047, 95.33333333333333, 'High Risk'),
(113979, 94, 15, '15:46.0', 36.819992844167054, 95.90044834314828, 127, 77, 25, 'Female', 50.65637928583127, 1.9542068203640357, 0.098320862, 50, 13.26456754558976, 93.66666666666666, 'High Risk'),
(113980, 62, 12, '14:46.0', 37.07987406511048, 95.47558386910244, 114, 87, 69, 'Female', 50.79484425554983, 1.701731676697121, 0.062806469, 27, 17.540318170423046, 96, 'High Risk'),
(113981, 83, 14, '13:46.0', 36.09171882898952, 99.91120125334503, 124, 71, 39, 'Male', 71.59311617, 1.5789082043853648, 0.13713152403128392, 53, 28.718219002312264, 88.66666666666666, 'Low Risk'),
(113982, 81, 18, '12:46.0', 36.60361828983863, 95.48447349615543, 138, 70, 74, 'Female', 72.71901020332432, 1.8191032308100126, 0.11955460670975544, 68, 21.97522187113262, 92.66666666666666, 'Low Risk'),
(113983, 73, 15, '11:46.0', 37.14038744791368, 99.68684507061444, 121, 70, 84, 'Female', 76.27161464, 1.715006097996213, 0.059223159, 51, 25.931736691975335, 87, 'Low Risk'),
(113984, 66, 16, '10:46.0', 36.72459288723077, 96.84902507, 113, 86, 73, 'Female', 60.31363625549744, 1.7111952352037783, 0.11785194508397785, 27, 20.597588993178146, 95, 'Low Risk'),
(113985, 92, 13, '09:46.0', 36.51839241471341, 98.49649954730658, 126, 81, 89, 'Male', 68.41285363882116, 1.7432957956033748, 0.086452877, 45, 22.511039011635898, 96, 'High Risk'),
(113986, 93, 18, '08:46.0', 36.962746968021456, 99.46153086829891, 119, 88, 79, 'Male', 60.22648245269225, 1.7219256720920697, 0.10475391176802311, 31, 20.312281044963694, 98.33333333333333, 'High Risk'),
(113987, 69, 14, '07:46.0', 36.386187860185665, 96.88512423216773, 128, 72, 58, 'Male', 66.61930095230319, 1.7900281782223746, 0.09984774, 56, 20.791237338598627, 90.66666666666666, 'Low Risk'),
(113988, 87, 19, '06:46.0', 36.34738611226543, 97.98826014, 118, 88, 30, 'Female', 52.10132687107328, 1.7721288260697372, 0.065687888, 30, 16.590451437335464, 98, 'High Risk'),
(113989, 81, 19, '05:46.0', 36.831887945070605, 97.67652966639166, 118, 78, 35, 'Female', 58.001119878033464, 1.5564716105078649, 0.085230678, 40, 23.941644151125157, 91.33333333333333, 'Low Risk'),
(113990, 68, 15, '04:46.0', 36.83482593280242, 96.66287984082099, 117, 76, 65, 'Female', 55.47332016557722, 1.950954253392593, 0.13075133047473048, 41, 14.574376611619464, 89.66666666666667, 'High Risk'),
(113991, 76, 18, '03:46.0', 36.87639935776972, 99.34094363524429, 131, 73, 47, 'Male', 70.75575278002609, 1.7635359638041959, 0.1180716968737014, 58, 22.750613607126695, 92.33333333333333, 'Low Risk'),
(113992, 95, 13, '02:46.0', 37.45687820926854, 98.78125843945662, 129, 81, 57, 'Male', 94.14216813, 1.5687316099518496, 0.11421111479580033, 48, 38.254885, 97, 'High Risk'),
(113993, 67, 15, '01:46.0', 37.1023557, 98.18237376121374, 115, 74, 20, 'Male', 79.50454251206061, 1.567158596, 0.093666129, 41, 32.37174006582457, 87.66666666666667, 'High Risk'),
(113994, 87, 16, '00:46.0', 36.02828571491731, 95.65242999413022, 136, 81, 69, 'Female', 69.24312197, 1.8801226738816055, 0.12035162541590073, 55, 19.588639185508118, 99.33333333333333, 'Low Risk'),
(113995, 81, 17, '59:46.0', 36.26985427154816, 95.09675967850936, 118, 79, 70, 'Male', 89.51112351, 1.7400170939184834, 0.09590499, 39, 29.564461886809717, 92, 'Low Risk'),
(113996, 84, 12, '58:46.0', 36.57797340676758, 99.66465431829795, 113, 80, 58, 'Female', 88.56287641397438, 1.9521176497408759, 0.076804024, 33, 23.24019337166948, 91, 'Low Risk'),
(113997, 68, 12, '57:46.0', 36.711429984040144, 97.87903026122319, 123, 71, 71, 'Male', 81.16615934638301, 1.7445925185071047, 0.064134033, 52, 26.66778744232685, 88.33333333333333, 'Low Risk'),
(113998, 71, 13, '56:46.0', 37.271847060216146, 99.35534453190735, 130, 86, 34, 'Female', 89.52330650484458, 1.7728408449069186, 0.1216269619529067, 44, 28.483713993085114, 100.66666666666667, 'Low Risk'),
(113999, 68, 17, '55:46.0', 37.045367044928845, 99.58867715388048, 131, 79, 59, 'Female', 63.46496695372155, 1.9761940447439514, 0.060700022, 52, 16.250805252823216, 96.33333333333333, 'High Risk'),
(114000, 76, 19, '54:46.0', 36.85785989171214, 98.34082722627112, 136, 70, 56, 'Male', 58.017622551174654, 1.8340795098929756, 0.088828829, 66, 17.24739899417304, 92, 'High Risk'),
(114001, 73, 17, '53:46.0', 36.630729459608055, 95.9497776, 123, 76, 35, 'Female', 77.11299093, 1.9490901196026993, 0.072459891, 47, 20.298488886162584, 91.66666666666667, 'Low Risk'),
(114002, 97, 13, '52:46.0', 37.17444123205059, 96.34623052919027, 134, 76, 20, 'Male', 94.89369655078619, 1.932611714488595, 0.10017504391762946, 58, 25.40669355844522, 95.33333333333333, 'High Risk'),
(114003, 75, 16, '51:46.0', 36.055920360512225, 97.25566090775142, 138, 81, 70, 'Male', 82.77903841390139, 1.5402416602540303, 0.1005226059796209, 57, 34.893348280941005, 100, 'High Risk'),
(114004, 70, 17, '50:46.0', 36.455987397644506, 96.03125920441094, 123, 75, 64, 'Female', 86.87774714659754, 1.6716065151124342, 0.14185815171378593, 48, 31.09141161, 91, 'High Risk'),
(114005, 68, 18, '49:46.0', 36.61002171887432, 97.85785788183074, 114, 86, 47, 'Female', 63.29557431153878, 1.7206768128328251, 0.12409704484785937, 28, 21.378377030997296, 95.33333333333333, 'Low Risk'),
(114006, 71, 13, '48:46.0', 36.137805199109174, 99.25504328668752, 132, 84, 64, 'Female', 68.15804084, 1.7810588087871726, 0.13371649595771423, 48, 21.48624774861142, 100, 'Low Risk'),
(114007, 92, 17, '47:46.0', 36.51054123455746, 99.15257998343209, 121, 82, 23, 'Male', 79.23825718872581, 1.672631946644252, 0.062658819, 39, 28.322666598852983, 95, 'High Risk'),
(114008, 71, 12, '46:46.0', 36.48843730569061, 95.16841686, 135, 79, 35, 'Female', 59.89226953779009, 1.5565667218293775, 0.11260887505509244, 56, 24.719249881858605, 97.66666666666666, 'Low Risk'),
(114009, 94, 18, '45:46.0', 36.065717556563165, 96.45357044212435, 127, 85, 44, 'Female', 69.13159485195675, 1.7558179836962315, 0.08166231, 42, 22.42423263543596, 99, 'High Risk'),
(114010, 93, 15, '44:46.0', 36.377670381440716, 95.40449579363319, 131, 83, 29, 'Female', 90.59063382537005, 1.6092028773404963, 0.11979469256781772, 48, 34.98337434777152, 99, 'High Risk'),
(114011, 90, 14, '43:46.0', 36.299007367665375, 96.18505276684012, 137, 77, 68, 'Male', 52.3227986, 1.8765377118477535, 0.096592453, 60, 14.858548009601273, 97, 'High Risk'),
(114012, 96, 13, '42:46.0', 37.02975726933067, 99.72735181677125, 137, 70, 77, 'Female', 90.18589950378102, 1.7113305582829927, 0.090304612, 67, 30.794335035435978, 92.33333333333333, 'High Risk'),
(114013, 93, 15, '41:46.0', 37.31794590832122, 98.54399680297753, 129, 80, 28, 'Male', 93.31619106380566, 1.7933289708835267, 0.10277502881015449, 49, 29.015968739877493, 96.33333333333333, 'High Risk'),
(114014, 98, 19, '40:46.0', 36.312866046353136, 96.85455994736289, 129, 88, 42, 'Male', 66.22803384011452, 1.8044485400536454, 0.14750977850375258, 41, 20.340089502927032, 101.66666666666667, 'High Risk'),
(114015, 80, 12, '39:46.0', 36.643538523702524, 95.48725881348064, 124, 88, 43, 'Male', 95.32308169113475, 1.8644799496238473, 0.098606275, 36, 27.420959000533315, 100, 'Low Risk'),
(114016, 92, 15, '38:46.0', 36.72858348, 99.86333315728072, 127, 87, 58, 'Male', 74.07680048769848, 1.6909647018295737, 0.12042410419708544, 40, 25.906761808703866, 100.33333333333333, 'High Risk'),
(114017, 79, 14, '37:46.0', 36.12130329813844, 98.93108862865327, 138, 73, 52, 'Female', 93.56823383080571, 1.5589257991826317, 0.062802066, 65, 38.501490549564394, 94.66666666666666, 'High Risk'),
(114018, 93, 17, '36:46.0', 36.76401717977845, 99.96526786690325, 123, 84, 36, 'Female', 67.39165466255737, 1.990527813643739, 0.14664974805351141, 39, 17.008641170813537, 97, 'High Risk'),
(114019, 87, 18, '35:46.0', 36.11729265814445, 99.44298216, 137, 87, 19, 'Male', 75.28599442631275, 1.766004910025025, 0.055992945, 50, 24.139617139481235, 103.66666666666666, 'Low Risk'),
(114020, 75, 14, '34:46.0', 36.01784101763936, 96.40196955856345, 133, 87, 56, 'Female', 67.19552958280715, 1.9840453728156418, 0.09489178, 46, 17.07014387538731, 102.33333333333333, 'High Risk'),
(114021, 71, 12, '33:46.0', 36.773445860446145, 95.16749011439812, 124, 83, 50, 'Male', 75.44048742046957, 1.9808896004590313, 0.067173338, 41, 19.225778820837085, 96.66666666666667, 'Low Risk'),
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(114199, 85, 13, '35:46.0', 36.23909066812401, 99.71368486931674, 120, 76, 37, 'Female', 91.16503732050862, 1.9861507409041612, 0.067018037, 44, 23.110210476761704, 90.66666666666667, 'Low Risk'),
(114200, 70, 15, '34:46.0', 37.39591672428567, 95.80455342771295, 129, 74, 84, 'Female', 61.156066777262055, 1.870449678007593, 0.13406526118973172, 55, 17.480243942529953, 92.33333333333333, 'High Risk'),
(114201, 74, 17, '33:46.0', 37.080199554529216, 97.75502000626965, 110, 75, 27, 'Female', 52.83021589767916, 1.5146848854636028, 0.12269088511343676, 35, 23.02702338334977, 86.66666666666667, 'Low Risk'),
(114202, 74, 15, '32:46.0', 36.85038554996354, 99.77732021672668, 120, 73, 37, 'Male', 95.34558187814469, 1.6914668667867492, 0.074161337, 47, 33.32526283901823, 88.66666666666667, 'High Risk'),
(114203, 78, 19, '31:46.0', 37.15825640325274, 98.67799840389922, 125, 87, 25, 'Female', 86.55875795651906, 1.7688883933511907, 0.071022586, 38, 27.663692689094585, 99.66666666666667, 'Low Risk'),
(114204, 89, 12, '30:46.0', 37.48459024170884, 98.53705365651447, 115, 71, 48, 'Male', 74.03534142989643, 1.7212130157467527, 0.079815211, 44, 24.990206250679567, 85.66666666666667, 'Low Risk'),
(114205, 99, 19, '29:46.0', 37.05376905142407, 96.52448496144899, 126, 86, 87, 'Male', 91.12177346, 1.8306659792908848, 0.14026952725051917, 40, 27.189670342398447, 99.33333333333333, 'High Risk'),
(114206, 63, 17, '28:46.0', 36.46784283665839, 98.48138872929228, 117, 71, 53, 'Male', 91.33254119395804, 1.8725865469693503, 0.11227249519002695, 46, 26.04604241269147, 86.33333333333333, 'Low Risk'),
(114207, 68, 15, '27:46.0', 37.37402242053136, 99.87615087759887, 124, 88, 48, 'Male', 70.60012835899863, 1.527379747527568, 0.098649876, 36, 30.262962186530462, 100, 'High Risk'),
(114208, 95, 16, '26:46.0', 37.31490254444859, 96.61297374, 131, 89, 63, 'Male', 71.89890217692127, 1.8855625232940396, 0.097744997, 42, 20.22275794968638, 103, 'High Risk'),
(114209, 87, 19, '25:46.0', 36.02394791516398, 99.03704633728337, 115, 80, 32, 'Male', 53.008462192888985, 1.6981746869671015, 0.062499833, 35, 18.38148013769876, 91.66666666666667, 'High Risk'),
(114210, 70, 19, '24:46.0', 36.96715001, 96.03731666084603, 134, 83, 45, 'Male', 93.14259323804438, 1.6984931119412459, 0.11035414831278947, 51, 32.286483432636736, 100, 'High Risk'),
(114211, 92, 18, '23:46.0', 36.25849399, 99.41672689943988, 121, 85, 48, 'Female', 66.93093375979456, 1.676138028676347, 0.096404256, 36, 23.82359649635248, 97, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(114213, 81, 15, '21:46.0', 36.15986857155845, 97.23632374362391, 115, 73, 31, 'Male', 70.21540871838675, 1.9818068814572691, 0.13309842194593513, 42, 17.877622559466744, 87, 'High Risk'),
(114214, 89, 13, '20:46.0', 37.391613573917226, 96.81056629675636, 133, 79, 83, 'Male', 76.41466207, 1.5828460910151316, 0.13748678289339653, 54, 30.499963582879438, 97, 'High Risk'),
(114215, 70, 19, '19:46.0', 37.15468631423363, 97.80240137173263, 124, 80, 65, 'Male', 57.12008015192839, 1.6880774380856785, 0.13263250502282392, 44, 20.044908467252974, 94.66666666666667, 'Low Risk'),
(114216, 66, 12, '18:46.0', 36.05654912237202, 97.89567712230816, 125, 74, 39, 'Female', 92.31009294916623, 1.7066767656241006, 0.089830871, 51, 31.691780260329203, 91, 'High Risk'),
(114217, 70, 18, '17:46.0', 36.99093699154076, 95.75681340031623, 127, 86, 84, 'Female', 74.02665060605796, 1.564546677766797, 0.11213104466330737, 41, 30.242037695977643, 99.66666666666667, 'High Risk'),
(114218, 87, 16, '16:46.0', 36.76214258, 98.84896951849998, 120, 79, 19, 'Male', 77.01009140360617, 1.8632142709022408, 0.1278452596124581, 41, 22.183089683239555, 92.66666666666667, 'Low Risk'),
(114219, 78, 12, '15:46.0', 36.12380375424164, 96.71289669613876, 110, 79, 40, 'Female', 88.11751044195027, 1.6803295534862859, 0.14141832974459545, 31, 31.208528152720053, 89.33333333333333, 'High Risk'),
(114220, 75, 15, '14:46.0', 36.88980737, 99.14745133612554, 118, 74, 54, 'Male', 68.21677174, 1.6077733077545049, 0.1352773789752721, 44, 26.390130312030372, 88.66666666666667, 'Low Risk'),
(114221, 71, 13, '13:46.0', 36.01742803949521, 95.66245155072943, 125, 75, 18, 'Male', 68.36778387663553, 1.8047217967687819, 0.11622952383517036, 50, 20.990895924866738, 91.66666666666666, 'Low Risk'),
(114222, 69, 13, '12:46.0', 36.36567997446645, 98.82042014582666, 139, 78, 32, 'Female', 83.79997566194032, 1.5640737399532991, 0.060222529, 61, 34.25543158023084, 98.33333333333333, 'High Risk'),
(114223, 66, 12, '11:46.0', 36.63029756014082, 96.76562612313488, 116, 72, 76, 'Female', 98.32366979960636, 1.7865876766611777, 0.08085322, 44, 30.804162913996045, 86.66666666666667, 'High Risk'),
(114224, 92, 13, '10:46.0', 36.16903175762629, 99.55383792206997, 121, 87, 58, 'Male', 90.53564432174224, 1.8829466472169383, 0.088887346, 34, 25.53545305308265, 98.33333333333333, 'High Risk'),
(114225, 98, 19, '09:46.0', 36.111549266706334, 98.69207201857292, 125, 74, 22, 'Female', 56.67010730151023, 1.8054737708584871, 0.096559938, 51, 17.38487882031687, 91, 'High Risk'),
(114226, 91, 12, '08:46.0', 36.39474309893705, 99.63021642583895, 132, 89, 61, 'Male', 75.01404930009775, 1.7387861755716312, 0.094395434, 43, 24.811341840551666, 103.33333333333333, 'High Risk'),
(114227, 90, 13, '07:46.0', 36.64361567782248, 97.74529270045053, 125, 71, 77, 'Female', 74.00499557313124, 1.6605682430034947, 0.087959379, 54, 26.83784131497421, 89, 'Low Risk'),
(114228, 65, 14, '06:46.0', 36.57507587334916, 96.99461712, 117, 78, 40, 'Male', 80.55445682420313, 1.9971540149959757, 0.055838786, 39, 20.19605096911106, 91, 'Low Risk'),
(114229, 73, 13, '05:46.0', 36.26904407693771, 96.18260720832495, 118, 83, 34, 'Female', 60.54895668961235, 1.782131275313584, 0.12422825761795196, 35, 19.064581689953332, 94.66666666666667, 'Low Risk'),
(114230, 94, 17, '04:46.0', 36.952100644600215, 99.05205927955924, 115, 70, 42, 'Male', 55.62484631587023, 1.749588443891058, 0.1345855513295664, 45, 18.171761203472055, 85, 'High Risk'),
(114231, 90, 19, '03:46.0', 36.011254380971465, 95.85502646831954, 117, 86, 89, 'Female', 80.88276114662355, 1.769466225762254, 0.10925451823546661, 31, 25.832795947873695, 96.33333333333333, 'Low Risk'),
(114232, 76, 14, '02:46.0', 37.37086501792426, 97.49692885661341, 131, 89, 58, 'Female', 59.496188761578175, 1.9701975865191848, 0.13621190615511802, 42, 15.327438452949913, 103, 'High Risk'),
(114233, 92, 15, '01:46.0', 36.75974651610705, 98.20595999084895, 131, 76, 84, 'Female', 83.43878162706417, 1.8232346742397794, 0.097254393, 55, 25.100525309434577, 94.33333333333333, 'High Risk'),
(114234, 60, 16, '00:46.0', 37.32260594512174, 98.34276066, 126, 78, 62, 'Female', 68.10945651785143, 1.7262117987541148, 0.073701398, 48, 22.85700132160361, 94, 'Low Risk'),
(114235, 85, 19, '59:46.0', 36.13055462889907, 99.61193368, 139, 87, 22, 'Female', 57.74526813852279, 1.7217813851671062, 0.076114838, 52, 19.478718706082333, 104.33333333333333, 'Low Risk'),
(114236, 79, 17, '58:46.0', 36.83611832738926, 97.61225424084061, 136, 80, 48, 'Female', 61.646457226207914, 1.7798589976784975, 0.11466831933084914, 56, 19.45973520036084, 98.66666666666666, 'Low Risk'),
(114237, 86, 13, '57:46.0', 36.984990541421794, 96.65283877043306, 136, 86, 28, 'Male', 87.78426881445236, 1.9096347916017875, 0.091899026, 50, 24.072215305777394, 102.66666666666666, 'Low Risk'),
(114238, 78, 17, '56:46.0', 36.770718128021066, 97.54961832, 119, 84, 24, 'Female', 59.989892251901345, 1.6556315823647698, 0.096904687, 35, 21.885207937604243, 95.66666666666667, 'Low Risk'),
(114239, 98, 14, '55:46.0', 36.31705154096101, 97.87319052, 134, 88, 23, 'Female', 51.447331757047365, 1.5932937863689676, 0.095925271, 46, 20.266144304618436, 103.33333333333333, 'High Risk'),
(114240, 85, 14, '54:46.0', 36.93160384666355, 98.36999031643087, 121, 88, 74, 'Male', 68.55246803730564, 1.544382721224134, 0.1119432808657686, 33, 28.74175128264922, 99, 'Low Risk'),
(114241, 64, 14, '53:46.0', 37.35917887557363, 98.70842552878949, 123, 76, 35, 'Female', 75.41758276132568, 1.692110323, 0.072038022, 47, 26.33996894140455, 91.66666666666667, 'Low Risk'),
(114242, 87, 12, '52:46.0', 36.88242836322045, 98.16907506262432, 127, 84, 53, 'Female', 85.96194853, 1.8020012843141051, 0.12282845385925016, 43, 26.472567168013555, 98.33333333333333, 'Low Risk'),
(114243, 98, 16, '51:46.0', 36.19609616201577, 95.92344501, 127, 74, 46, 'Female', 61.160042310408635, 1.9060983355692631, 0.12776586592453013, 53, 16.833606577020618, 91.66666666666666, 'High Risk'),
(114244, 90, 17, '50:46.0', 37.30826245, 96.69468119, 110, 78, 22, 'Male', 64.74260958515788, 1.5262066648683321, 0.065635255, 32, 27.79479716153032, 88.66666666666667, 'Low Risk'),
(114245, 68, 19, '49:46.0', 37.11647897482247, 98.39112235800275, 126, 82, 86, 'Male', 66.89702060812712, 1.6925660633547317, 0.06819923, 44, 23.351539538066994, 96.66666666666667, 'Low Risk'),
(114246, 83, 13, '48:46.0', 37.01238528, 97.04398428379493, 124, 76, 78, 'Female', 62.04003813874036, 1.529904310534849, 0.1483329862529614, 48, 26.50595886179727, 92, 'Low Risk'),
(114247, 65, 17, '47:46.0', 36.68201902930347, 99.78108726326043, 139, 75, 87, 'Male', 97.99424020590484, 1.5421683640242905, 0.12415104146250167, 64, 41.20377153157209, 96.33333333333333, 'High Risk'),
(114248, 89, 13, '46:46.0', 36.407979794031775, 96.54507641053144, 124, 89, 19, 'Female', 91.42848106808813, 1.7721226529541887, 0.069954178, 35, 29.11346858051995, 100.66666666666667, 'Low Risk'),
(114249, 99, 13, '45:46.0', 37.04294862268945, 95.92950904932826, 122, 76, 50, 'Male', 66.71281350762993, 1.9808042600772688, 0.10647273210351413, 46, 17.003022674794515, 91.33333333333333, 'High Risk'),
(114250, 79, 15, '44:46.0', 36.33874787833834, 97.71394592, 126, 74, 24, 'Male', 98.03468913, 1.9820551588376198, 0.09943293, 52, 24.954467291074167, 91.33333333333333, 'Low Risk'),
(114251, 72, 17, '43:46.0', 36.067323648935925, 98.04512791323427, 129, 83, 39, 'Male', 93.89344398094912, 1.9741542033313133, 0.11421360525999426, 46, 24.092014916258467, 98.33333333333333, 'Low Risk'),
(114252, 83, 12, '42:46.0', 37.16185503, 98.77887013640618, 130, 75, 51, 'Female', 83.72196971109724, 1.8974755200531253, 0.051266120247744566, 55, 23.25343275645825, 93.33333333333333, 'Low Risk'),
(114253, 79, 19, '41:46.0', 36.26735688421015, 96.19652023466806, 123, 72, 49, 'Male', 66.81774125579776, 1.9176896077298715, 0.086151478, 51, 18.169173033680682, 89, 'High Risk'),
(114254, 60, 13, '40:46.0', 37.17922017771125, 97.52757559493656, 118, 79, 37, 'Male', 91.78925928451991, 1.7035881379585427, 0.11777788966458731, 39, 31.627338762913517, 92, 'High Risk'),
(114255, 99, 18, '39:46.0', 36.54095803903184, 98.34265005138391, 137, 76, 87, 'Male', 51.22100777304945, 1.8740061621738957, 0.081971508, 61, 14.584988456344796, 96.33333333333333, 'High Risk'),
(114256, 88, 15, '38:46.0', 37.23046037578468, 97.80055320801236, 130, 75, 70, 'Female', 56.46721843933474, 1.5459242034855274, 0.05095761, 55, 23.627621311943408, 93.33333333333333, 'Low Risk'),
(114257, 63, 18, '37:46.0', 36.32852542085032, 96.34410916612066, 110, 78, 50, 'Male', 50.318450797851234, 1.7837091125051283, 0.1071257459055723, 32, 15.815364278764465, 88.66666666666667, 'High Risk'),
(114258, 74, 14, '36:46.0', 37.186176901406945, 96.96542883983793, 124, 86, 86, 'Male', 84.30472081, 1.788367491126742, 0.090840556, 38, 26.35957241229973, 98.66666666666667, 'Low Risk'),
(114259, 85, 12, '35:46.0', 37.27773936431106, 98.98222529, 112, 88, 72, 'Female', 98.64767488483139, 1.6690106422481006, 0.13828246526659932, 24, 35.413482906488454, 96, 'High Risk'),
(114260, 76, 17, '34:46.0', 36.85683997716157, 98.03905135429858, 110, 73, 87, 'Female', 89.74098719718845, 1.6778403764967385, 0.090625615, 37, 31.877889442855654, 85.33333333333333, 'High Risk'),
(114261, 73, 17, '33:46.0', 36.49721945874415, 97.32391242434099, 119, 85, 83, 'Male', 81.85365627401181, 1.7084742758273248, 0.085812856, 34, 28.04278841721782, 96.33333333333333, 'Low Risk'),
(114262, 83, 17, '32:46.0', 37.2845647, 97.89616259872227, 117, 78, 65, 'Female', 91.48427198442151, 1.9172942968560442, 0.12259579193268197, 39, 24.88678956412273, 91, 'Low Risk'),
(114263, 80, 18, '31:46.0', 36.23376348593809, 97.36087169, 132, 88, 79, 'Female', 68.21760411183783, 1.6084244102936276, 0.074476389, 44, 26.369090530733473, 102.66666666666667, 'Low Risk'),
(114264, 98, 15, '30:46.0', 36.35946172533513, 99.53902424145375, 132, 72, 34, 'Male', 67.64144064244364, 1.8784147916916154, 0.057936875197845676, 60, 19.17034151534539, 92, 'High Risk'),
(114265, 93, 19, '29:46.0', 37.23279614270882, 95.56206329, 128, 89, 83, 'Female', 57.86632397044772, 1.7652373990892911, 0.083857458, 39, 18.57033140055498, 102, 'High Risk'),
(114266, 85, 12, '28:46.0', 36.15492449278307, 95.14149234366067, 113, 72, 70, 'Male', 64.33821815273505, 1.9931237295001494, 0.051634752941164076, 41, 16.19572930779063, 85.66666666666667, 'High Risk'),
(114267, 84, 16, '27:46.0', 36.543904947610955, 96.65835855200815, 137, 82, 78, 'Female', 95.47723185655147, 1.8229021914869832, 0.12128917, 55, 28.732478146482766, 100.33333333333333, 'Low Risk'),
(114268, 86, 14, '26:46.0', 36.200350609318576, 97.63179205794414, 115, 79, 69, 'Male', 89.57454184651645, 1.9609771168156125, 0.1226643873338605, 36, 23.29375717852658, 91, 'Low Risk'),
(114269, 89, 12, '25:46.0', 36.74310991402191, 95.03835064457064, 133, 85, 80, 'Male', 50.12961020779348, 1.9268318087433027, 0.092357321, 48, 13.502267673739322, 101, 'High Risk'),
(114270, 62, 18, '24:46.0', 37.08865903, 99.26436294180378, 131, 84, 30, 'Female', 79.65307655444643, 1.5335795805954542, 0.14600351869168082, 47, 33.86802878112201, 99.66666666666667, 'High Risk'),
(114271, 89, 16, '23:46.0', 36.31603561849106, 95.34473877774417, 117, 87, 24, 'Male', 52.572446088476866, 1.541894151545512, 0.13423676105489352, 30, 22.113071085780184, 97, 'Low Risk'),
(114272, 95, 15, '22:46.0', 36.639469485223486, 98.90995807732486, 134, 78, 32, 'Female', 68.33790894751284, 1.5575638749624123, 0.10357559781126845, 56, 28.16890427724472, 96.66666666666666, 'High Risk'),
(114273, 93, 14, '21:46.0', 37.300400739252176, 98.13958654630379, 134, 85, 44, 'Female', 66.39334744207223, 1.9287283035748573, 0.095715261, 49, 17.847708256421505, 101.33333333333333, 'High Risk'),
(114274, 89, 13, '20:46.0', 36.460778252489895, 98.38826598, 134, 75, 47, 'Male', 53.98572457583696, 1.540202987211409, 0.068623004, 59, 22.757419331114377, 94.66666666666666, 'Low Risk'),
(114275, 77, 19, '19:46.0', 36.35804184437872, 95.84663525918616, 129, 70, 79, 'Female', 69.67261209590015, 1.8614383136903991, 0.057880003989032515, 59, 20.10781105140525, 89.66666666666666, 'Low Risk'),
(114276, 62, 13, '18:46.0', 36.70186613745834, 99.88078961533128, 126, 89, 42, 'Female', 89.83470800404281, 1.9244121126667175, 0.052986586, 37, 24.257609303188303, 101.33333333333333, 'Low Risk'),
(114277, 83, 13, '17:46.0', 37.147213941065104, 96.37347509, 116, 77, 39, 'Female', 91.972343, 1.522754743065222, 0.052433041150891826, 39, 39.66407481, 90, 'High Risk'),
(114278, 75, 12, '16:46.0', 36.24369979270787, 96.02202564080068, 130, 82, 37, 'Female', 86.02784888806215, 1.818071516647316, 0.10312344011182287, 48, 26.026582041982795, 98, 'Low Risk'),
(114279, 68, 18, '15:46.0', 36.18553305355736, 97.34422765311298, 123, 70, 61, 'Female', 63.79801291802699, 1.9010179710113566, 0.056817418364353695, 53, 17.653657938631845, 87.66666666666666, 'High Risk'),
(114280, 97, 18, '14:46.0', 37.033387242619575, 97.87151242821061, 137, 82, 55, 'Female', 98.48695960825319, 1.854246457884643, 0.063888053, 55, 28.644669411705852, 100.33333333333333, 'High Risk'),
(114281, 72, 18, '13:46.0', 37.19608192323822, 97.79989227671854, 132, 85, 56, 'Female', 99.04903988, 1.5149826980671355, 0.14427665260236688, 47, 43.15537791741489, 100.66666666666667, 'High Risk'),
(114282, 95, 13, '12:46.0', 37.32425158446766, 98.52669665259974, 118, 72, 20, 'Female', 92.51423506521252, 1.7085784136726843, 0.12497474656949721, 46, 31.69120348592431, 87.33333333333333, 'High Risk'),
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(114459, 81, 13, '15:46.0', 37.24083053800406, 97.74483048367432, 119, 81, 27, 'Male', 69.18983424727595, 1.8422265652538383, 0.064835355, 38, 20.387135479153237, 93.66666666666667, 'Low Risk'),
(114460, 95, 14, '14:46.0', 37.02696672635981, 98.09050829924978, 114, 85, 54, 'Male', 98.64829667349234, 1.7544607707218562, 0.053632771669899305, 29, 32.04809851324238, 94.66666666666667, 'High Risk'),
(114461, 69, 13, '13:46.0', 36.275886326707116, 97.54225208322698, 132, 83, 67, 'Male', 92.60106258107572, 1.7133274521324637, 0.14938932364735297, 49, 31.545340761971982, 99.33333333333333, 'High Risk'),
(114462, 99, 19, '12:46.0', 37.39258478622379, 99.95544409169882, 127, 76, 25, 'Female', 97.15883902763886, 1.7266265942222683, 0.12015319310217257, 51, 32.59008289037564, 93, 'High Risk'),
(114463, 73, 14, '11:46.0', 36.832085460828274, 96.61908599394489, 113, 80, 83, 'Female', 77.12175893074061, 1.603691100229609, 0.13592575293341624, 33, 29.987170427198865, 91, 'Low Risk'),
(114464, 62, 13, '10:46.0', 36.717567669144444, 95.93615591613704, 130, 71, 88, 'Male', 74.77515982, 1.7458332265063827, 0.12332015831301808, 59, 24.53306675509318, 90.66666666666666, 'Low Risk'),
(114465, 97, 13, '09:46.0', 36.65593259531263, 99.87417637, 112, 84, 53, 'Male', 95.80600876852216, 1.5673894695496149, 0.079910893, 28, 38.99769144384051, 93.33333333333333, 'High Risk'),
(114466, 98, 18, '08:46.0', 37.347951153296975, 97.84794461354738, 123, 77, 66, 'Female', 85.95127223357287, 1.6407808435181055, 0.072865616, 46, 31.926488588186107, 92.33333333333333, 'High Risk'),
(114467, 90, 15, '07:46.0', 36.90588836414626, 98.49464440667914, 129, 81, 69, 'Male', 75.62555216566741, 1.5554859037846924, 0.084585203, 48, 31.256215969063042, 97, 'High Risk'),
(114468, 81, 14, '06:46.0', 36.33392328209086, 98.00053549424467, 116, 81, 66, 'Female', 94.23130244, 1.6451534538225672, 0.12471403224167968, 35, 34.81628003027998, 92.66666666666667, 'High Risk'),
(114469, 62, 14, '05:46.0', 36.899152992904014, 96.58540723252743, 139, 81, 62, 'Female', 90.18403691811903, 1.671358706345138, 0.050823284, 58, 32.284222797173086, 100.33333333333333, 'High Risk'),
(114470, 62, 18, '04:46.0', 36.03457312957984, 97.66087412612747, 134, 76, 35, 'Male', 59.733150309080855, 1.5465682699600094, 0.095995736, 58, 24.973374413657012, 95.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(114472, 99, 12, '02:46.0', 36.69819503058921, 95.14705419715848, 133, 81, 30, 'Male', 80.00732885756733, 1.7342757254908479, 0.10718888041729266, 52, 26.60072543163788, 98.33333333333333, 'High Risk'),
(114473, 81, 12, '01:46.0', 36.026842011337855, 98.8971963, 131, 73, 26, 'Male', 86.85282779944191, 1.7351733429092446, 0.10966180465364472, 58, 28.84683887819027, 92.33333333333333, 'Low Risk'),
(114474, 60, 13, '00:46.0', 37.31530522978064, 95.0280127, 114, 82, 29, 'Female', 80.72878194, 1.5817508666557163, 0.078759232, 32, 32.26652810446779, 92.66666666666667, 'High Risk'),
(114475, 77, 19, '59:46.0', 36.93679274, 95.60832272805966, 132, 78, 36, 'Male', 67.76100403, 1.8092565960341853, 0.060363091, 54, 20.700436494329427, 96, 'Low Risk'),
(114476, 80, 18, '58:46.0', 36.938165942028704, 96.33606429335033, 117, 89, 88, 'Male', 68.75662803623099, 1.8323269924117382, 0.12253192779551535, 28, 20.478993642922635, 98.33333333333333, 'Low Risk'),
(114477, 81, 12, '57:46.0', 36.677156748601384, 95.61353065549534, 118, 80, 47, 'Male', 73.31435330607133, 1.8419888929895507, 0.11432833434757295, 38, 21.60802102978524, 92.66666666666667, 'Low Risk'),
(114478, 76, 18, '56:46.0', 36.67724608256888, 99.44591982564324, 125, 73, 68, 'Male', 80.58506814497879, 1.6282307346268081, 0.11279834577781059, 52, 30.396437096022414, 90.33333333333333, 'High Risk'),
(114479, 86, 16, '55:46.0', 37.013329238858944, 97.92141476544779, 126, 81, 41, 'Female', 66.09173106145778, 1.9583786799826173, 0.099914191, 45, 17.23271803022445, 96, 'High Risk'),
(114480, 61, 14, '54:46.0', 36.862213919751326, 98.52423322529098, 119, 82, 70, 'Female', 94.37100680546834, 1.530624960586164, 0.080051575, 37, 40.28107069208997, 94.33333333333333, 'High Risk'),
(114481, 92, 18, '53:46.0', 37.326158926044585, 96.55719085308569, 116, 76, 48, 'Female', 60.60278340626443, 1.603096094480395, 0.085661268, 40, 23.581610350770667, 89.33333333333333, 'High Risk'),
(114482, 82, 15, '52:46.0', 37.20126450399661, 96.95545405339887, 125, 86, 81, 'Female', 68.39293299588694, 1.9582147387030417, 0.050807407788540815, 39, 17.83571806171926, 99, 'High Risk'),
(114483, 87, 17, '51:46.0', 36.937914421680546, 97.85497075081051, 110, 87, 83, 'Female', 94.03650587, 1.5332221272703728, 0.095433927, 23, 40.00242567854743, 94.66666666666667, 'High Risk'),
(114484, 69, 13, '50:46.0', 37.02771878462582, 95.43217318655489, 137, 71, 33, 'Female', 96.31684284648517, 1.6360911467963808, 0.12859618668475073, 66, 35.982161566508175, 93, 'High Risk'),
(114485, 75, 15, '49:46.0', 36.34566632163356, 98.83118470883973, 135, 73, 39, 'Female', 72.39464038, 1.6081999434391565, 0.078014775, 62, 27.991510195150067, 93.66666666666666, 'Low Risk'),
(114486, 90, 18, '48:46.0', 36.07407951242109, 96.48193457735796, 130, 76, 61, 'Male', 85.32567340374958, 1.784681965634658, 0.068812588, 54, 26.78909573855341, 94, 'Low Risk'),
(114487, 72, 19, '47:46.0', 36.07413310923014, 97.74627085526967, 130, 73, 47, 'Female', 69.84059750246537, 1.897195782366693, 0.10690846676642435, 57, 19.403659512168257, 92, 'Low Risk'),
(114488, 60, 19, '46:46.0', 36.684003618543144, 96.45057535343685, 127, 80, 27, 'Female', 92.58141883519781, 1.8241146240019575, 0.10829277102304039, 47, 27.82400110767849, 95.66666666666667, 'Low Risk'),
(114489, 85, 12, '45:46.0', 36.06995163226706, 96.21728091408085, 119, 78, 78, 'Female', 78.32954036217222, 1.620791731357122, 0.11291324402747578, 41, 29.817494874030483, 91.66666666666667, 'Low Risk'),
(114490, 81, 19, '44:46.0', 36.70742122663416, 95.94424015812898, 117, 85, 24, 'Female', 79.36970811069276, 1.6146822445156932, 0.10232153194219093, 32, 30.442523067231402, 95.66666666666667, 'High Risk'),
(114491, 75, 18, '43:46.0', 36.98571513755494, 97.99968041775702, 115, 84, 26, 'Female', 70.80320297716676, 1.7272766884504802, 0.089535426, 31, 23.73171264786612, 94.33333333333333, 'Low Risk'),
(114492, 79, 15, '42:46.0', 37.36374432720987, 96.21017353179258, 135, 79, 31, 'Female', 75.8146434, 1.7479905238335598, 0.07475365, 56, 24.812752793531235, 97.66666666666666, 'Low Risk'),
(114493, 68, 16, '41:46.0', 36.04042365, 96.10459542216407, 130, 81, 63, 'Male', 94.16660753297847, 1.6898884312148987, 0.11065620415123853, 49, 32.97470045316719, 97.33333333333333, 'High Risk'),
(114494, 85, 19, '40:46.0', 36.31728188, 99.69912729406181, 111, 78, 58, 'Male', 96.18610657982188, 1.6307043307273674, 0.14707341898570792, 33, 36.171115014314964, 89, 'High Risk'),
(114495, 60, 15, '39:46.0', 36.08156642860805, 98.94634341681238, 138, 88, 37, 'Female', 51.52735147315342, 1.6464948508701545, 0.0840132, 50, 19.007152814296933, 104.66666666666666, 'Low Risk'),
(114496, 88, 13, '38:46.0', 36.26624263478158, 96.36716198481591, 137, 76, 21, 'Male', 82.87979508441057, 1.9528103769306242, 0.14899888992278318, 61, 21.73344238921514, 96.33333333333333, 'Low Risk'),
(114497, 97, 17, '37:46.0', 36.932729213676566, 97.12042694300823, 123, 89, 73, 'Male', 95.61559023901398, 1.9799893657875955, 0.11650736616075276, 34, 24.389505487821594, 100.33333333333333, 'High Risk'),
(114498, 79, 15, '36:46.0', 37.34073142554399, 95.92552119220974, 135, 82, 62, 'Male', 63.86463383315355, 1.9158092422515622, 0.11247883222804504, 53, 17.400266438590677, 99.66666666666666, 'High Risk'),
(114499, 94, 12, '35:46.0', 36.15377447578589, 96.02618289797768, 121, 81, 81, 'Male', 59.80992397226442, 1.7226805699486825, 0.075786314, 40, 20.15411533971038, 94.33333333333333, 'High Risk'),
(114500, 67, 17, '34:46.0', 37.07443345791109, 95.37785483860569, 124, 79, 29, 'Female', 93.01190034857416, 1.7042377423254214, 0.050413278, 45, 32.024190427305506, 94, 'High Risk'),
(114501, 66, 15, '33:46.0', 36.20458944883167, 96.25657227651946, 120, 74, 21, 'Female', 81.27127746963916, 1.801409094179172, 0.098025176, 46, 25.04450108768195, 89.33333333333333, 'Low Risk'),
(114502, 61, 19, '32:46.0', 36.91397571923629, 98.68397817777644, 139, 78, 37, 'Female', 60.75582363244096, 1.8130247103140524, 0.13262397399193182, 61, 18.483340585583537, 98.33333333333333, 'High Risk'),
(114503, 83, 18, '31:46.0', 36.41957598809682, 95.79079378757675, 111, 82, 78, 'Male', 85.36059289496822, 1.7420357984429231, 0.1251765014860461, 29, 28.128286188439535, 91.66666666666667, 'Low Risk'),
(114504, 99, 13, '30:46.0', 36.52784016942426, 98.61644089734568, 138, 89, 86, 'Female', 81.4316098, 1.6493655695532075, 0.060194399, 49, 29.93361520072079, 105.33333333333333, 'High Risk'),
(114505, 99, 12, '29:46.0', 37.350811645186354, 96.48216653629558, 135, 78, 32, 'Male', 58.041253663308694, 1.7221814763008467, 0.085831835, 57, 19.56946519030027, 97, 'High Risk'),
(114506, 64, 18, '28:46.0', 37.410969728483984, 95.84421237623074, 120, 78, 41, 'Female', 85.60897051136816, 1.554405333396644, 0.068013514, 42, 35.431596299207506, 92, 'High Risk'),
(114507, 85, 19, '27:46.0', 36.604605992909704, 95.66585954140976, 136, 76, 45, 'Female', 83.66992084804764, 1.6185385642650945, 0.1049838458854429, 60, 31.939142709639977, 96, 'High Risk'),
(114508, 66, 19, '26:46.0', 36.19239601844152, 97.52178043924721, 136, 71, 45, 'Male', 56.49409210502665, 1.9466527455101834, 0.11003650673540843, 65, 14.908229179768844, 92.66666666666666, 'High Risk'),
(114509, 83, 14, '25:46.0', 37.25134623738896, 95.98708201669517, 136, 76, 20, 'Male', 96.95088481, 1.9268718062233678, 0.12988542010068757, 60, 26.112360479171095, 96, 'Low Risk'),
(114510, 96, 18, '24:46.0', 36.41267240282909, 98.82030359, 111, 72, 72, 'Male', 81.18933445995334, 1.9745181439507502, 0.13731939663941578, 39, 20.824602658498677, 85, 'High Risk'),
(114511, 86, 19, '23:46.0', 37.13381885220947, 97.39739576, 111, 89, 84, 'Male', 55.985589867726006, 1.7132518729252477, 0.060095637044820606, 22, 19.073650821344778, 96.33333333333333, 'Low Risk'),
(114512, 69, 17, '22:46.0', 37.22907285182663, 98.64857912969445, 129, 71, 72, 'Female', 95.76987199958896, 1.8655054148146093, 0.13583533871547238, 58, 27.519204720992345, 90.33333333333333, 'Low Risk'),
(114513, 64, 19, '21:46.0', 36.92634709818543, 99.57450387, 122, 82, 34, 'Female', 91.18578062010825, 1.557210188143626, 0.13212476106624788, 40, 37.603879076278346, 95.33333333333333, 'High Risk'),
(114514, 74, 17, '20:46.0', 37.013518446983866, 95.53424752151776, 127, 84, 86, 'Female', 92.17982658049782, 1.6255790733419686, 0.065545726, 43, 34.88347061678937, 98.33333333333333, 'High Risk'),
(114515, 74, 16, '19:46.0', 36.78957226187651, 97.91226393933633, 113, 79, 74, 'Male', 97.23624826319059, 1.9798161310217006, 0.079266588, 34, 24.807241633996536, 90.33333333333333, 'Low Risk'),
(114516, 64, 14, '18:46.0', 37.35727143676883, 95.57220974007166, 131, 87, 21, 'Female', 73.88041701108253, 1.9918653159254014, 0.14040866061406193, 44, 18.621274380126316, 101.66666666666667, 'Low Risk'),
(114517, 88, 13, '17:46.0', 36.53800686623868, 98.31823307666056, 122, 71, 65, 'Male', 51.28870706056786, 1.6958825411353438, 0.11122263912166114, 51, 17.833238287400288, 88, 'High Risk'),
(114518, 74, 13, '16:46.0', 37.30535923111058, 99.48902837368686, 117, 78, 57, 'Male', 56.54516999739651, 1.6939285424280528, 0.064863752, 39, 19.706311448686236, 91, 'Low Risk'),
(114519, 60, 15, '15:46.0', 36.048002982467445, 98.40856598, 124, 84, 72, 'Female', 93.02927828699944, 1.5315817852684148, 0.073793581, 40, 39.65877234128374, 97.33333333333333, 'High Risk'),
(114520, 99, 16, '14:46.0', 37.17516903749664, 95.54803653932892, 117, 88, 59, 'Male', 58.15687337016614, 1.8889121925532837, 0.14605033313138877, 29, 16.29962114515843, 97.66666666666667, 'High Risk'),
(114521, 95, 18, '13:46.0', 36.54335024, 97.18891310638615, 133, 79, 55, 'Male', 68.91625374630863, 1.828241584300262, 0.13864311413769864, 54, 20.618377909291304, 97, 'High Risk'),
(114522, 64, 16, '12:46.0', 36.00143000082733, 96.08044658, 115, 81, 49, 'Female', 52.95992592588701, 1.7146086926712965, 0.076556195, 34, 18.01429733245131, 92.33333333333333, 'High Risk'),
(114523, 69, 19, '11:46.0', 36.78060928758887, 99.16880278502825, 133, 77, 19, 'Male', 90.13109819041853, 1.7395199703566853, 0.10401720691220938, 56, 29.78624962045739, 95.66666666666666, 'Low Risk'),
(114524, 91, 17, '10:46.0', 36.76885041754192, 96.06475015194945, 137, 75, 46, 'Female', 59.52882930797771, 1.508268996133043, 0.11173971078298787, 62, 26.16795198181247, 95.66666666666666, 'High Risk'),
(114525, 81, 16, '09:46.0', 37.27337222381201, 98.26375673164311, 117, 88, 73, 'Male', 54.14619508195929, 1.6981177240850454, 0.11719923024817898, 29, 18.777265791804076, 97.66666666666667, 'Low Risk'),
(114526, 67, 18, '08:46.0', 36.32208994802701, 99.03151937781583, 112, 81, 70, 'Male', 71.40870846923225, 1.9004190313081974, 0.14252855420527966, 31, 19.77208352737034, 91.33333333333333, 'Low Risk'),
(114527, 85, 17, '07:46.0', 36.29116551673821, 98.71920224211298, 113, 87, 31, 'Male', 99.27672296700833, 1.6949739528882988, 0.062696288, 26, 34.55583373, 95.66666666666667, 'High Risk'),
(114528, 99, 14, '06:46.0', 37.028629544333334, 95.60016106652591, 124, 87, 60, 'Female', 64.33582857308649, 1.908262359, 0.059286916, 37, 17.667566346053924, 99.33333333333333, 'High Risk'),
(114529, 91, 17, '05:46.0', 36.569175001919795, 99.95799215599375, 115, 76, 49, 'Male', 99.00145864020652, 1.6766715925773998, 0.14451012654255269, 39, 35.216450495289386, 89, 'High Risk'),
(114530, 64, 17, '04:46.0', 36.667208905992624, 95.26493006039664, 130, 82, 73, 'Female', 83.39777918563667, 1.5498731214273112, 0.12855075703195037, 48, 34.71859907190355, 98, 'High Risk'),
(114531, 91, 17, '03:46.0', 36.85449619, 95.52635143823176, 115, 88, 65, 'Male', 80.41050188840508, 1.9207263731806317, 0.13382673558786923, 27, 21.796249646640046, 97, 'High Risk'),
(114532, 76, 19, '02:46.0', 36.21479780342615, 96.85592809938629, 112, 86, 74, 'Female', 57.42241443564795, 1.5651511772171731, 0.051354037, 26, 23.440607605787893, 94.66666666666667, 'Low Risk'),
(114533, 68, 16, '01:46.0', 36.96652932797268, 96.79539667214137, 121, 78, 28, 'Male', 89.21925091549204, 1.9804127092574224, 0.11010369514435692, 43, 22.74820655925027, 92.33333333333333, 'Low Risk'),
(114534, 84, 13, '00:46.0', 36.07175342357771, 99.94877984, 139, 84, 22, 'Male', 75.36119344684218, 1.9265511983143222, 0.059862718, 55, 20.304236231930112, 102.33333333333333, 'Low Risk'),
(114535, 61, 14, '59:46.0', 37.228013075574374, 95.82520912523321, 138, 72, 66, 'Male', 83.27048778166642, 1.834993161779313, 0.10943940664053173, 66, 24.72989135223768, 94, 'Low Risk'),
(114536, 95, 19, '58:46.0', 36.71443672465524, 99.13109142403101, 138, 78, 81, 'Female', 75.36993283567514, 1.794732427919971, 0.13341549130990601, 60, 23.39907602610878, 98, 'High Risk'),
(114537, 81, 17, '57:46.0', 37.491672236005364, 99.58035507594187, 122, 72, 23, 'Female', 88.25153792372618, 1.5444167850669794, 0.12497053216496148, 50, 36.99927860078478, 88.66666666666666, 'High Risk'),
(114538, 80, 16, '56:46.0', 36.61241120674571, 96.17721147268618, 128, 85, 88, 'Female', 83.50129169670609, 1.9276298423753035, 0.14053698446070242, 43, 22.472216558846313, 99.33333333333333, 'Low Risk'),
(114539, 68, 13, '55:46.0', 37.43544586181824, 99.07056406380269, 128, 75, 42, 'Male', 80.94227033838582, 1.8933444668292387, 0.12578689706053264, 53, 22.579593138006928, 92.66666666666666, 'Low Risk'),
(114540, 68, 19, '54:46.0', 37.42483235459324, 95.71455399289334, 119, 70, 65, 'Female', 89.18049246780649, 1.9557536470783174, 0.13999869801247544, 49, 23.31533010410953, 86.33333333333333, 'Low Risk'),
(114541, 79, 16, '53:46.0', 37.29630684779971, 98.81642749144171, 139, 79, 86, 'Female', 69.35054869359469, 1.6623734344109153, 0.10807499524603015, 60, 25.095319050478246, 99, 'Low Risk'),
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(114717, 84, 13, '57:46.0', 36.065657398445566, 98.04320485108354, 116, 89, 72, 'Male', 88.42769217342634, 1.9189425690381174, 0.096746763, 27, 24.01399060566581, 98, 'Low Risk'),
(114718, 96, 18, '56:46.0', 36.77489727, 96.01512007022755, 111, 73, 25, 'Female', 54.138754769361384, 1.7675827506537014, 0.075056718, 38, 17.328012515389783, 85.66666666666667, 'High Risk'),
(114719, 85, 18, '55:46.0', 36.33280105, 95.00279733151639, 111, 75, 88, 'Female', 77.28007516604404, 1.625206163588629, 0.12311833437575648, 36, 29.258402789560275, 87, 'Low Risk'),
(114720, 70, 16, '54:46.0', 36.341728905909434, 97.32763066496005, 139, 79, 43, 'Female', 84.47802622, 1.5488304824098378, 0.093363514, 60, 35.21567227157792, 99, 'High Risk'),
(114721, 64, 15, '53:46.0', 37.132794829415886, 96.26679644603698, 138, 83, 27, 'Female', 73.56155088352726, 1.7654700295061296, 0.10744688288914653, 55, 23.60098766945327, 101.33333333333333, 'Low Risk'),
(114722, 81, 16, '52:46.0', 37.07831249049854, 96.49475326350402, 118, 74, 37, 'Male', 73.13986505, 1.558163712133034, 0.099497782, 44, 30.125064323264752, 88.66666666666667, 'High Risk'),
(114723, 66, 15, '51:46.0', 37.46849197673353, 99.30408358633832, 113, 79, 36, 'Female', 65.34762689920663, 1.6545830897032625, 0.078447094, 34, 23.870013134548596, 90.33333333333333, 'Low Risk'),
(114724, 76, 13, '50:46.0', 37.07467141655454, 95.01551882567499, 124, 75, 39, 'Female', 92.34169292638263, 1.6861248069002661, 0.11398606694809002, 49, 32.48017768773478, 91.33333333333333, 'High Risk'),
(114725, 81, 18, '49:46.0', 36.84243328198313, 98.44440589753245, 122, 70, 83, 'Male', 80.51805335343924, 1.8983519579690804, 0.091939453, 52, 22.342913157076378, 87.33333333333333, 'Low Risk'),
(114726, 71, 19, '48:46.0', 37.31723074379611, 97.94967163, 138, 84, 87, 'Male', 87.55491879874904, 1.5977091866036552, 0.13498873864220678, 54, 34.29928642559124, 102, 'High Risk'),
(114727, 93, 16, '47:46.0', 36.9316873, 97.77950425993093, 126, 79, 75, 'Female', 99.43660132481425, 1.654957006552984, 0.062478667, 47, 36.30553493926231, 94.66666666666667, 'High Risk'),
(114728, 95, 14, '46:46.0', 36.06334208100653, 96.79984206322732, 115, 81, 75, 'Male', 83.64346476, 1.6446852079485423, 0.080924576, 34, 30.92191922502526, 92.33333333333333, 'High Risk'),
(114729, 89, 18, '45:46.0', 36.59990936927457, 95.60127301437035, 114, 89, 57, 'Male', 98.99773295713035, 1.6861995592558872, 0.06266936, 25, 34.81827944225068, 97.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(114731, 79, 13, '43:46.0', 36.18061250515208, 99.75741320742597, 112, 78, 22, 'Male', 56.71320534020943, 1.5272721218545047, 0.10032445740551942, 34, 24.313716293452487, 89.33333333333333, 'Low Risk'),
(114732, 93, 12, '42:46.0', 36.61346698413672, 97.24084728836766, 139, 74, 18, 'Male', 53.63843794001332, 1.7164917875149648, 0.09760383, 65, 18.205082946692777, 95.66666666666666, 'High Risk'),
(114733, 66, 17, '41:46.0', 36.316147754434574, 95.04455333311253, 128, 83, 66, 'Male', 89.79201063485186, 1.8782031892684052, 0.053950763, 45, 25.453795413907876, 98, 'Low Risk'),
(114734, 89, 13, '40:46.0', 36.90809886978607, 95.45291473, 118, 74, 33, 'Male', 60.79925380089123, 1.9688102260717497, 0.096868589, 44, 15.68521717528485, 88.66666666666667, 'High Risk'),
(114735, 87, 17, '39:46.0', 36.05212484372442, 99.31104723650189, 115, 81, 43, 'Female', 64.31450977076022, 1.6276706469423394, 0.14126384769085149, 34, 24.275931338355047, 92.33333333333333, 'Low Risk'),
(114736, 76, 15, '38:46.0', 36.03208369180841, 95.19921823, 128, 80, 59, 'Male', 76.50538818507391, 1.8963111892068043, 0.074684148, 48, 21.27515867586865, 96, 'Low Risk'),
(114737, 72, 13, '37:46.0', 37.48040740625518, 97.19754056825175, 112, 84, 37, 'Male', 75.94093355840211, 1.6440765169043092, 0.096647957, 28, 28.095183915313974, 93.33333333333333, 'Low Risk'),
(114738, 78, 14, '36:46.0', 37.20773917691331, 98.791562, 137, 88, 36, 'Male', 77.88104944187339, 1.9099012276373633, 0.060831797, 49, 21.350594839943067, 104.33333333333333, 'Low Risk'),
(114739, 97, 18, '35:46.0', 36.355783950210274, 95.04339094675608, 124, 81, 87, 'Male', 92.16407166309622, 1.8373757001764817, 0.1499887428405201, 43, 27.300192925531054, 95.33333333333333, 'High Risk'),
(114740, 71, 19, '34:46.0', 37.48287491938536, 96.62922989, 121, 80, 39, 'Male', 52.71953808479423, 1.6595436010341575, 0.051722066468206124, 41, 19.142306348213737, 93.66666666666667, 'Low Risk'),
(114741, 75, 17, '33:46.0', 37.27430114747325, 96.90979250824526, 133, 82, 40, 'Male', 69.36242550496497, 1.9608247957759959, 0.072606011, 51, 18.040421946613808, 99, 'High Risk'),
(114742, 87, 18, '32:46.0', 36.7296735, 99.82520858, 117, 76, 32, 'Male', 95.12807093654527, 1.8077029941516964, 0.10000080509768092, 41, 29.110826456690233, 89.66666666666667, 'Low Risk'),
(114743, 70, 13, '31:46.0', 36.88868433421668, 98.36700121263121, 118, 80, 20, 'Female', 83.66582059357063, 1.9654002485557118, 0.091076471, 38, 21.659382040101576, 92.66666666666667, 'Low Risk'),
(114744, 98, 14, '30:46.0', 37.43219934457925, 99.73332236069172, 114, 81, 20, 'Male', 86.25707590420953, 1.9227202878853848, 0.064618668, 33, 23.33256658497621, 92, 'High Risk'),
(114745, 99, 13, '29:46.0', 37.19161350512751, 97.57990957968047, 123, 74, 43, 'Male', 72.30818500332376, 1.914843704706422, 0.067895569, 49, 19.720630587835743, 90.33333333333333, 'High Risk'),
(114746, 62, 14, '28:46.0', 36.94409030312631, 99.03759351427573, 125, 78, 56, 'Female', 97.48088498925975, 1.682247483489365, 0.14062296116756212, 47, 34.446070705522764, 93.66666666666667, 'High Risk'),
(114747, 98, 16, '27:46.0', 36.83423965379697, 96.59177813694093, 112, 73, 22, 'Male', 95.36460834032255, 1.6192248541478094, 0.074150389, 39, 36.37247941239975, 86, 'High Risk'),
(114748, 97, 13, '26:46.0', 36.953927545836066, 95.4588171, 135, 73, 64, 'Male', 97.82956040906359, 1.5423067238903565, 0.067872331, 62, 41.127148392332266, 93.66666666666666, 'High Risk'),
(114749, 90, 15, '25:46.0', 36.41618905576256, 95.77791670667716, 119, 87, 82, 'Female', 94.37068166479341, 1.5272341625780492, 0.11489714729419995, 32, 40.459995646110386, 97.66666666666667, 'High Risk'),
(114750, 94, 15, '24:46.0', 36.743808215706196, 96.69819905707845, 123, 72, 37, 'Female', 68.78245827029525, 1.7258163521916055, 0.14917992807981206, 51, 23.09343488587874, 89, 'High Risk'),
(114751, 81, 19, '23:46.0', 36.52509245741175, 99.16096784, 120, 76, 65, 'Male', 65.83312041338132, 1.6033436695997114, 0.1487454516437534, 44, 25.608916128349414, 90.66666666666667, 'Low Risk'),
(114752, 99, 17, '22:46.0', 37.152985969445595, 99.37540490555217, 119, 76, 32, 'Female', 89.03266026957047, 1.8627374827271934, 0.12176529587875104, 43, 25.65937316602002, 90.33333333333333, 'High Risk'),
(114753, 76, 15, '21:46.0', 37.31615205, 97.73396886508053, 130, 79, 31, 'Male', 89.76279601254197, 1.944375917406916, 0.1248793316788402, 51, 23.743017094370952, 96, 'Low Risk'),
(114754, 72, 13, '20:46.0', 37.25910003, 95.38050712, 116, 84, 54, 'Male', 83.48707357610465, 1.8909170189352384, 0.062190827, 32, 23.34932321177911, 94.66666666666667, 'Low Risk'),
(114755, 67, 14, '19:46.0', 36.72223621, 96.23227027443681, 110, 87, 89, 'Male', 92.71271268, 1.6821011736530451, 0.096110387, 23, 32.76687773126089, 94.66666666666667, 'High Risk'),
(114756, 66, 18, '18:46.0', 36.26304376913008, 99.26513512933639, 126, 79, 60, 'Female', 60.85291253716945, 1.5238330912494922, 0.09510623, 47, 26.20635190012542, 94.66666666666667, 'Low Risk'),
(114757, 89, 15, '17:46.0', 36.30888372272432, 96.44631610362104, 116, 88, 25, 'Female', 53.96078881633961, 1.9255322097861511, 0.067714341, 28, 14.553810443498474, 97.33333333333333, 'High Risk'),
(114758, 79, 13, '16:46.0', 36.13843815880412, 99.68244591072357, 119, 76, 66, 'Female', 54.16972149756217, 1.9294811322084733, 0.072540476, 43, 14.550420036317682, 90.33333333333333, 'High Risk'),
(114759, 62, 19, '15:46.0', 37.498447043909906, 96.63886798, 111, 89, 76, 'Female', 99.74745707907724, 1.5968532073638233, 0.13445126252405085, 22, 39.11756770383595, 96.33333333333333, 'High Risk'),
(114760, 80, 18, '14:46.0', 36.07297999824722, 98.38719632534338, 114, 79, 81, 'Male', 82.35448502675368, 1.9720253615392007, 0.13877605266728307, 35, 21.17689405609073, 90.66666666666667, 'Low Risk'),
(114761, 89, 15, '13:46.0', 36.66092054315962, 96.45994957082469, 119, 82, 29, 'Male', 50.93315415, 1.8586687179640284, 0.074201141, 37, 14.74336414824273, 94.33333333333333, 'High Risk'),
(114762, 89, 17, '12:46.0', 37.28028779878629, 95.30409318355113, 139, 71, 24, 'Male', 78.49457426, 1.973101044826153, 0.1315958410201387, 68, 20.162342373511915, 93.66666666666666, 'Low Risk'),
(114763, 89, 14, '11:46.0', 36.44270922267195, 95.36744443140572, 119, 81, 82, 'Female', 86.05473950526046, 1.5985867739615225, 0.075457976, 38, 33.67459361335655, 93.66666666666667, 'High Risk'),
(114764, 75, 17, '10:46.0', 36.57331014026761, 96.93300738880379, 125, 77, 39, 'Male', 58.943858793731565, 1.8499322087871994, 0.064731859, 48, 17.22371918094451, 93, 'High Risk'),
(114765, 72, 18, '09:46.0', 36.488313917182786, 98.29276037935126, 133, 79, 28, 'Male', 55.09469480421348, 1.5631514139263372, 0.09464439, 54, 22.547982343519653, 97, 'Low Risk'),
(114766, 77, 17, '08:46.0', 37.03283239579375, 95.19242554, 118, 81, 89, 'Female', 85.82928417007787, 1.5848244388799877, 0.1421273845160776, 37, 34.17221822836017, 93.33333333333333, 'High Risk'),
(114767, 80, 17, '07:46.0', 36.56028301873546, 95.57212846459568, 134, 77, 50, 'Female', 75.04400879801358, 1.550085308017353, 0.056166806, 57, 31.232361715325833, 96, 'High Risk'),
(114768, 70, 17, '06:46.0', 36.74495600465246, 96.69805967926786, 127, 85, 45, 'Female', 98.11940660882217, 1.8134055531911497, 0.095803134, 42, 29.837678519251273, 99, 'Low Risk'),
(114769, 78, 18, '05:46.0', 36.26135766799319, 95.91024883886192, 125, 87, 49, 'Female', 56.49226423, 1.6404719252871132, 0.075486994, 38, 20.991882030176235, 99.66666666666667, 'Low Risk'),
(114770, 97, 12, '04:46.0', 36.20910547586511, 95.20597925, 137, 84, 39, 'Female', 96.37221234974956, 1.8577778131262035, 0.14629399237841872, 53, 27.923142009935745, 101.66666666666666, 'High Risk'),
(114771, 99, 15, '03:46.0', 36.14276817721526, 98.43769404980345, 123, 86, 70, 'Female', 64.86596307114552, 1.8106304738526295, 0.089013561, 37, 19.785964224682672, 98.33333333333333, 'High Risk'),
(114772, 81, 14, '02:46.0', 37.141573494081285, 98.60214195891125, 117, 83, 34, 'Female', 61.042727791449394, 1.5128804075984217, 0.065243153, 34, 26.67010559903295, 94.33333333333333, 'Low Risk'),
(114773, 92, 18, '01:46.0', 36.81664476408788, 99.11878391, 121, 71, 41, 'Male', 86.11139416612866, 1.5668688826976243, 0.11584043657772433, 50, 35.074808545458005, 87.66666666666666, 'High Risk'),
(114774, 67, 13, '00:46.0', 36.32062596724491, 97.26535473107441, 119, 88, 78, 'Female', 63.23606494976114, 1.7829705915798386, 0.083876906, 31, 19.891909602278307, 98.33333333333333, 'Low Risk'),
(114775, 89, 16, '59:46.0', 37.215198295874764, 98.32136112, 118, 75, 71, 'Male', 55.483092646349434, 1.7787567693959347, 0.10167667494280379, 43, 17.53587855196768, 89.33333333333333, 'High Risk'),
(114776, 74, 15, '58:46.0', 37.303759011585235, 99.92598472050446, 137, 78, 86, 'Male', 51.86099469338593, 1.5868792535883023, 0.1006206999308249, 59, 20.59458654899026, 97.66666666666666, 'Low Risk'),
(114777, 93, 13, '57:46.0', 36.413405732640946, 97.86094775111327, 127, 73, 50, 'Female', 80.67956882, 1.9209721308175356, 0.14409169601190108, 54, 21.86358826113937, 91, 'High Risk'),
(114778, 66, 15, '56:46.0', 37.10539747963449, 99.42648956529665, 136, 71, 83, 'Female', 82.14872839154128, 1.8882810350683121, 0.11571300547304768, 65, 23.039209960409945, 92.66666666666666, 'Low Risk'),
(114779, 99, 16, '55:46.0', 36.333821377135635, 95.76099590830725, 129, 83, 74, 'Male', 62.19749456, 1.6546713292385464, 0.084241958, 46, 22.716917825318475, 98.33333333333333, 'High Risk'),
(114780, 82, 16, '54:46.0', 36.728943188710915, 99.95903535738796, 125, 79, 70, 'Male', 89.11422331576277, 1.507932759638139, 0.080891524, 46, 39.190704788097655, 94.33333333333333, 'High Risk'),
(114781, 95, 19, '53:46.0', 37.29810872899749, 97.06287246140162, 134, 84, 44, 'Male', 63.965536705360286, 1.5785805635359071, 0.13250501954584004, 50, 25.669212532630148, 100.66666666666666, 'High Risk'),
(114782, 65, 14, '52:46.0', 36.64551165908677, 98.61684997560896, 114, 77, 32, 'Male', 94.52681344, 1.816063436603285, 0.11023907085902794, 37, 28.661108839285323, 89.33333333333333, 'Low Risk'),
(114783, 90, 16, '51:46.0', 36.18491950336543, 98.93975170217594, 111, 72, 25, 'Male', 68.05415618656315, 1.741160414, 0.070347391, 39, 22.447970544574176, 85, 'Low Risk'),
(114784, 86, 14, '50:46.0', 36.537291209404195, 97.61945895413044, 113, 79, 39, 'Female', 93.75321256, 1.9085345476053794, 0.11618320183054803, 34, 25.73867029048072, 90.33333333333333, 'Low Risk'),
(114785, 75, 16, '49:46.0', 37.09669761483997, 96.51863341989171, 118, 73, 65, 'Male', 62.57826559024638, 1.7737390177594143, 0.087348112, 45, 19.89042592982002, 88, 'Low Risk'),
(114786, 68, 16, '48:46.0', 36.04863483561597, 98.1614358, 132, 89, 64, 'Female', 87.27297661, 1.6082001745556012, 0.12654700304939234, 43, 33.744234370804016, 103.33333333333333, 'High Risk'),
(114787, 63, 18, '47:46.0', 37.13341902103749, 95.61348509, 133, 71, 40, 'Male', 92.09863847663811, 1.9361316471345578, 0.065770438, 62, 24.56877156, 91.66666666666666, 'Low Risk'),
(114788, 63, 13, '46:46.0', 37.28667593, 98.15905892359756, 138, 73, 74, 'Male', 77.34394295409595, 1.5473326293066403, 0.11759176565915384, 65, 32.30419631228048, 94.66666666666666, 'High Risk'),
(114789, 79, 19, '45:46.0', 36.78126187088732, 97.80703485143489, 119, 76, 20, 'Female', 65.35048254684588, 1.8979329977314334, 0.092133686, 43, 18.142078659911668, 90.33333333333333, 'High Risk'),
(114790, 70, 16, '44:46.0', 36.54472448458936, 96.49703059669767, 116, 86, 46, 'Female', 77.91487380270546, 1.8160832764040111, 0.13077381384478315, 30, 23.62375082525689, 96, 'Low Risk'),
(114791, 88, 13, '43:46.0', 36.78762030318507, 97.24598647504367, 115, 74, 66, 'Male', 51.62407583241855, 1.9219126650695328, 0.087344279, 41, 13.976067601050495, 87.66666666666667, 'High Risk'),
(114792, 96, 18, '42:46.0', 36.66448756, 95.10026171802937, 137, 89, 29, 'Male', 79.93534534920555, 1.6550371879644894, 0.14404050244544694, 48, 29.182556991922837, 105, 'High Risk'),
(114793, 97, 16, '41:46.0', 37.050763230640065, 95.71751512424035, 133, 75, 40, 'Male', 51.516027812345136, 1.744641336, 0.095716805, 58, 16.925053598385194, 94.33333333333333, 'High Risk'),
(114794, 73, 15, '40:46.0', 36.602808630671916, 95.62620712809948, 119, 71, 62, 'Male', 96.03393928852319, 1.839250749640875, 0.099123685, 48, 28.388527106533395, 87, 'Low Risk'),
(114795, 98, 14, '39:46.0', 36.53152329254872, 95.75747263340084, 123, 83, 39, 'Male', 88.40040100496971, 1.6066290253570625, 0.076960671, 40, 34.24703816555233, 96.33333333333333, 'High Risk'),
(114796, 60, 17, '38:46.0', 36.90744433811448, 99.28041674, 135, 72, 83, 'Male', 78.04046159653704, 1.7961341382213498, 0.06395567, 63, 24.190357951587895, 93, 'Low Risk'),
(114797, 66, 17, '37:46.0', 36.21428139093422, 97.09895033179329, 129, 74, 54, 'Female', 88.28585896577115, 1.8232520237473846, 0.13813201010201448, 55, 26.558145031151728, 92.33333333333333, 'Low Risk'),
(114798, 98, 15, '36:46.0', 36.67785505634175, 97.00024758665526, 119, 78, 27, 'Female', 73.35316663462257, 1.9233392753731464, 0.1256408895290108, 41, 19.829285540015753, 91.66666666666667, 'High Risk'),
(114799, 86, 19, '35:46.0', 37.159716180146425, 95.48626506686563, 122, 78, 33, 'Female', 67.83766740764462, 1.5267295945614876, 0.14920925383634817, 44, 29.103596326767025, 92.66666666666667, 'Low Risk'),
(114800, 63, 15, '34:46.0', 36.22851152208234, 98.76166963814735, 137, 76, 56, 'Female', 61.72029837618959, 1.8660177194790433, 0.097002994, 61, 17.725418185855034, 96.33333333333333, 'High Risk'),
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(114977, 93, 14, '37:46.0', 36.00525678806352, 95.87436034170437, 128, 85, 67, 'Female', 91.33347634246316, 1.8221668046453758, 0.080389967, 43, 27.50766501405257, 99.33333333333333, 'High Risk'),
(114978, 81, 16, '36:46.0', 36.73780206007848, 95.91978848623907, 129, 76, 29, 'Male', 65.44744957912178, 1.5258907505107142, 0.1428572036375597, 53, 28.109029174312322, 93.66666666666666, 'Low Risk'),
(114979, 92, 14, '35:46.0', 37.15250957305842, 99.67668789721357, 132, 78, 85, 'Male', 74.74306783895474, 1.8174087319649883, 0.062120383, 54, 22.629017529827326, 96, 'High Risk'),
(114980, 89, 18, '34:46.0', 37.29049875745839, 96.00592926458661, 129, 81, 19, 'Male', 68.36596449, 1.6219161358048837, 0.082412254, 48, 25.98861624, 97, 'Low Risk'),
(114981, 83, 16, '33:46.0', 36.21398807270755, 99.51583872, 116, 82, 26, 'Female', 94.89220624473884, 1.7645043786204144, 0.14185718393149838, 34, 30.477901651386926, 93.33333333333333, 'High Risk'),
(114982, 68, 12, '32:46.0', 36.38579982, 98.99685399074892, 128, 70, 73, 'Female', 75.08539235, 1.642983750526302, 0.060801152, 58, 27.81563110945546, 89.33333333333333, 'Low Risk'),
(114983, 70, 16, '31:46.0', 36.845654436630355, 98.94081456847111, 123, 86, 50, 'Female', 74.23546845629701, 1.7123718262166676, 0.12793849416417616, 37, 25.317178636423055, 98.33333333333333, 'Low Risk'),
(114984, 61, 15, '30:46.0', 36.118523214750205, 97.62986931577731, 131, 78, 51, 'Female', 86.10257059, 1.9385196473092394, 0.095420021, 53, 22.912670168690777, 95.66666666666666, 'Low Risk'),
(114985, 89, 15, '29:46.0', 37.15279058728334, 96.38934894360067, 116, 75, 68, 'Female', 53.56402460808462, 1.7971291534118499, 0.082448817, 41, 16.58496739140193, 88.66666666666667, 'High Risk'),
(114986, 76, 19, '28:46.0', 36.05893845344332, 97.62345765586527, 121, 89, 79, 'Female', 62.43307094931831, 1.5621535481233264, 0.096990683, 32, 25.583930011760103, 99.66666666666667, 'Low Risk'),
(114987, 74, 19, '27:46.0', 36.48384468036408, 99.33361422291321, 136, 73, 81, 'Female', 89.39526698993521, 1.5732774043127442, 0.14985376242066412, 63, 36.11635516661063, 94, 'High Risk'),
(114988, 81, 19, '26:46.0', 36.82457149967565, 99.13588540478608, 137, 72, 74, 'Female', 86.63851477447108, 1.888932090347228, 0.094086215, 65, 24.28165639499451, 93.66666666666666, 'Low Risk'),
(114989, 88, 12, '25:46.0', 36.08734278606384, 98.84855246189692, 137, 70, 80, 'Male', 50.29601414, 1.7024289335635117, 0.088730531, 67, 17.353839880386438, 92.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(114990, 87, 17, '24:46.0', 36.20096846579063, 96.31334106273744, 117, 71, 37, 'Female', 87.98465980968444, 1.7893940767243615, 0.13685945346318742, 46, 27.478623169330394, 86.33333333333333, 'Low Risk'),
(114991, 77, 18, '23:46.0', 36.95804020323738, 95.44641692987562, 118, 76, 70, 'Male', 70.94071007889654, 1.562120268616189, 0.057841780729835146, 42, 29.07144348579375, 90, 'Low Risk'),
(114992, 71, 16, '22:46.0', 37.18995633993974, 99.90976848321468, 123, 80, 24, 'Female', 81.47099795628488, 1.9030348688190033, 0.12515605592211218, 43, 22.49621968667609, 94.33333333333333, 'Low Risk'),
(114993, 81, 12, '21:46.0', 36.44020440398799, 96.69273143101087, 127, 81, 38, 'Male', 80.23262883490693, 1.9097200630729518, 0.1251292560026474, 46, 21.999438724287096, 96.33333333333333, 'Low Risk'),
(114994, 96, 16, '20:46.0', 36.075523768412054, 97.42633730292549, 128, 84, 35, 'Male', 58.53112838311572, 1.7502270907862825, 0.051441886, 44, 19.107245916572946, 98.66666666666667, 'High Risk'),
(114995, 90, 15, '19:46.0', 37.24095718496297, 95.83642658223624, 112, 81, 32, 'Female', 75.10009823308224, 1.9654818843637267, 0.1410978813592293, 31, 19.440275461092146, 91.33333333333333, 'Low Risk'),
(114996, 87, 15, '18:46.0', 37.16586481993528, 98.57555940504797, 124, 70, 26, 'Male', 74.65179273046222, 1.5700515418668635, 0.056437448294724406, 54, 30.28394314, 88, 'High Risk'),
(114997, 67, 14, '17:46.0', 36.61264984228018, 95.96077207699534, 122, 84, 29, 'Female', 56.83144904571363, 1.5087572037712225, 0.083347042, 38, 24.966060355272678, 96.66666666666667, 'Low Risk'),
(114998, 67, 13, '16:46.0', 36.28939291109294, 96.41131357325716, 110, 74, 56, 'Male', 78.37204657, 1.643797575, 0.06811517, 36, 29.004442161083894, 86, 'Low Risk'),
(114999, 90, 13, '15:46.0', 36.85176593818163, 95.82082587664839, 110, 71, 29, 'Female', 75.5739893, 1.5285537633465753, 0.10501618821349587, 39, 32.34527966781939, 84, 'High Risk'),
(115000, 90, 17, '14:46.0', 36.865300014722166, 95.79400017667146, 111, 75, 86, 'Male', 73.62769065, 1.7485802416380638, 0.068784426, 36, 24.080752026559594, 87, 'Low Risk'),
(115001, 76, 13, '13:46.0', 36.92031452, 96.35073306518223, 138, 72, 84, 'Male', 77.31857906728342, 1.6924993440183937, 0.062614302, 66, 26.991489171075777, 94, 'Low Risk'),
(115002, 92, 13, '12:46.0', 36.93747778422268, 97.59697168309592, 126, 86, 24, 'Female', 94.00721016248895, 1.9064409818766561, 0.12605782764485401, 40, 25.865116201123914, 99.33333333333333, 'High Risk'),
(115003, 95, 17, '11:46.0', 36.39420135200406, 95.25379514450817, 132, 87, 34, 'Female', 68.52001734508183, 1.866519814376493, 0.11372506654175912, 45, 19.66764021318537, 102, 'High Risk'),
(115004, 82, 14, '10:46.0', 36.08917339, 97.58956387429477, 123, 79, 50, 'Male', 83.76579868367024, 1.512888002018602, 0.065243765, 44, 36.597648047458236, 93.66666666666667, 'High Risk'),
(115005, 83, 15, '09:46.0', 36.12646132358799, 96.23683188692156, 110, 74, 36, 'Male', 61.98992637964308, 1.848403397733745, 0.077947427, 36, 18.14377302218033, 86, 'High Risk'),
(115006, 64, 18, '08:46.0', 37.13809860642752, 99.96943317695519, 125, 87, 43, 'Male', 95.48737407303526, 1.576155546914758, 0.14663235045761075, 38, 38.43685105853738, 99.66666666666667, 'High Risk'),
(115007, 96, 18, '07:46.0', 37.06806688345861, 96.02105399, 114, 79, 89, 'Male', 65.76007775245722, 1.7225161396079702, 0.07008927, 35, 22.16336599981587, 90.66666666666667, 'High Risk'),
(115008, 96, 18, '06:46.0', 36.086606674756815, 96.62274089, 130, 80, 23, 'Male', 60.85962235908141, 1.630339965948827, 0.13888590947029691, 50, 22.89670049742619, 96.66666666666666, 'High Risk'),
(115009, 82, 13, '05:46.0', 37.44826462, 96.91246269615395, 123, 76, 49, 'Male', 93.79872650418565, 1.6649367564145723, 0.11382989886261469, 47, 33.83774861, 91.66666666666667, 'High Risk'),
(115010, 92, 15, '04:46.0', 36.31538719307833, 97.37097985010378, 138, 84, 70, 'Male', 80.28277249468553, 1.8210144269962891, 0.07028083, 54, 24.210044573742454, 102, 'High Risk'),
(115011, 68, 12, '03:46.0', 36.17115855675401, 96.58629447586378, 116, 74, 35, 'Female', 99.52564866091669, 1.9318384762609715, 0.094543677, 42, 26.668180967687285, 88, 'Low Risk'),
(115012, 65, 14, '02:46.0', 36.10535789692391, 95.88387637120792, 127, 72, 41, 'Female', 76.12538269171667, 1.9089946884515967, 0.10281751007896953, 55, 20.88911538703289, 90.33333333333333, 'Low Risk'),
(115013, 61, 19, '01:46.0', 36.59544935099826, 95.36628191385047, 119, 72, 56, 'Male', 99.73865509307693, 1.7328214329202745, 0.064780246, 47, 33.216654231276785, 87.66666666666667, 'High Risk'),
(115014, 88, 19, '00:46.0', 37.33497707, 97.74358060772254, 128, 71, 44, 'Male', 55.19587902883738, 1.6278033956694933, 0.11788848891963497, 57, 20.83064674, 90, 'Low Risk'),
(115015, 61, 15, '59:46.0', 36.25137643567089, 98.40649081115731, 132, 82, 66, 'Male', 61.951120602459774, 1.921638214718863, 0.062152665308255806, 50, 16.77667583455978, 98.66666666666666, 'High Risk'),
(115016, 81, 12, '58:46.0', 36.28283362460663, 98.64481648669414, 121, 79, 76, 'Male', 53.780446864299215, 1.659501575458341, 0.074113594, 42, 19.528508198655125, 93, 'Low Risk'),
(115017, 65, 18, '57:46.0', 36.07474933368845, 97.16552169996153, 123, 73, 34, 'Male', 60.64404787600482, 1.9856103809855798, 0.090749854, 50, 15.381550388622747, 89.66666666666666, 'High Risk'),
(115018, 94, 19, '56:46.0', 37.107837026539926, 99.94774635, 135, 70, 56, 'Female', 78.63483089311931, 1.6011903417867923, 0.11943904617102595, 65, 30.67107751023164, 91.66666666666666, 'High Risk'),
(115019, 77, 17, '55:46.0', 36.592333979248814, 96.44642020339346, 131, 82, 57, 'Male', 62.74876534, 1.7528213182572092, 0.079547464, 49, 20.423486930456235, 98.33333333333333, 'Low Risk'),
(115020, 77, 12, '54:46.0', 36.11596240692592, 97.72569168, 136, 74, 53, 'Female', 57.766682207455595, 1.695832937676743, 0.12666737774776565, 62, 20.08682483908661, 94.66666666666666, 'Low Risk'),
(115021, 94, 17, '53:46.0', 36.38800145808243, 96.87829448443189, 131, 79, 42, 'Male', 54.6979194, 1.721963339393286, 0.087684651, 52, 18.446883490259072, 96.33333333333333, 'High Risk'),
(115022, 60, 13, '52:46.0', 37.355727605445196, 99.14590613634591, 129, 76, 54, 'Female', 69.46376849348913, 1.613317884772179, 0.059271128, 53, 26.688148409735895, 93.66666666666666, 'Low Risk'),
(115023, 84, 18, '51:46.0', 36.56374668950266, 96.25747680785716, 124, 82, 42, 'Male', 98.34933316965322, 1.9655622567617748, 0.1415479273659434, 42, 25.45644835, 96, 'Low Risk'),
(115024, 82, 13, '50:46.0', 36.79731122960416, 99.80723251332925, 114, 89, 85, 'Female', 56.71890419, 1.719262127241735, 0.10905600138293207, 25, 19.18861542124087, 97.33333333333333, 'Low Risk'),
(115025, 62, 18, '49:46.0', 36.38893384156945, 98.94774091843401, 110, 74, 77, 'Female', 63.20918711582966, 1.6441164665501204, 0.14791189763511717, 36, 23.383797810791407, 86, 'Low Risk'),
(115026, 74, 18, '48:46.0', 36.03121604407273, 98.11532641, 136, 74, 30, 'Male', 65.14032363204157, 1.6910848412443396, 0.076800418, 62, 22.778185150756695, 94.66666666666666, 'Low Risk'),
(115027, 97, 19, '47:46.0', 37.06372774265774, 98.45890108, 117, 82, 74, 'Female', 78.06739737225199, 1.776698178588314, 0.1213641886530042, 35, 24.731040391999393, 93.66666666666667, 'High Risk'),
(115028, 96, 14, '46:46.0', 36.105331936615144, 97.08493483918069, 130, 86, 30, 'Male', 73.77606361725375, 1.644459223400578, 0.10475077797155868, 44, 27.28156383258918, 100.66666666666667, 'High Risk'),
(115029, 70, 15, '45:46.0', 37.28612334546415, 96.92130618998011, 134, 86, 45, 'Female', 79.87566463137816, 1.5249896698499186, 0.11043636467759618, 48, 34.34635712, 102, 'High Risk'),
(115030, 98, 14, '44:46.0', 37.286842458251805, 99.6444797, 111, 77, 68, 'Female', 90.65886932185244, 1.7218868690591997, 0.089233039, 34, 30.577436293368578, 88.33333333333333, 'High Risk'),
(115031, 74, 14, '43:46.0', 37.164559466893145, 96.08443325040324, 127, 75, 74, 'Female', 54.72172868722802, 1.9396025491704663, 0.072406662, 52, 14.545689614074647, 92.33333333333333, 'High Risk'),
(115032, 71, 12, '42:46.0', 37.20637010245334, 96.16783704, 127, 77, 83, 'Male', 77.30551412864551, 1.8463524781983214, 0.12697735769769142, 50, 22.676772625523803, 93.66666666666666, 'Low Risk'),
(115033, 94, 16, '41:46.0', 36.985051035133466, 98.73239504227479, 112, 79, 64, 'Male', 90.95235011, 1.5894853913957396, 0.14068118901542492, 33, 35.99986264311464, 90, 'High Risk'),
(115034, 90, 19, '40:46.0', 36.548601962571475, 96.91978201563838, 124, 87, 77, 'Female', 57.60057161380499, 1.9911565625542917, 0.12526618130695322, 37, 14.528339311111583, 99.33333333333333, 'High Risk'),
(115035, 86, 16, '39:46.0', 37.14299361700744, 99.71585358832193, 123, 77, 35, 'Female', 59.795354448475294, 1.6064607284856613, 0.090352722, 46, 23.170063182608516, 92.33333333333333, 'Low Risk'),
(115036, 61, 17, '38:46.0', 36.15080835097787, 95.01081846061076, 132, 80, 60, 'Female', 65.20452915181457, 1.986011116734557, 0.12958453528408237, 52, 16.531581895702548, 97.33333333333333, 'High Risk'),
(115037, 79, 14, '37:46.0', 37.19931639260927, 95.68916763628857, 127, 73, 57, 'Male', 71.75572688880197, 1.760457455904859, 0.14539798835850257, 54, 23.15290553921866, 91, 'Low Risk'),
(115038, 95, 17, '36:46.0', 37.13875295093905, 95.16832990709219, 110, 81, 41, 'Male', 67.12197907683223, 1.5825110352907112, 0.10413838213779036, 29, 26.80225030766257, 90.66666666666667, 'High Risk'),
(115039, 64, 12, '35:46.0', 36.40280954695616, 96.96999193778787, 137, 79, 58, 'Female', 82.07135310274253, 1.5884094377578206, 0.11243230012535903, 58, 32.52869766581591, 98.33333333333333, 'High Risk'),
(115040, 76, 17, '34:46.0', 36.161937509288975, 97.56991113136482, 113, 80, 64, 'Female', 94.29637174179327, 1.6422898162502562, 0.11961499924908774, 33, 34.96192871057368, 91, 'High Risk'),
(115041, 62, 16, '33:46.0', 37.355080558624344, 99.18467246677075, 113, 77, 19, 'Male', 59.763172695499094, 1.7296613931145521, 0.11243184306634289, 36, 19.976134866419486, 89, 'Low Risk'),
(115042, 69, 13, '32:46.0', 36.30902300372822, 96.52044356726535, 110, 86, 26, 'Female', 82.67928102156331, 1.8510202250052656, 0.075830424, 24, 24.130946858063663, 94, 'Low Risk'),
(115043, 95, 15, '31:46.0', 36.223570846164456, 96.46630065991751, 112, 80, 32, 'Male', 68.04307038826902, 1.8641236343940422, 0.11157131418356935, 32, 19.580982403645006, 90.66666666666667, 'High Risk'),
(115044, 92, 15, '30:46.0', 36.05777185673692, 98.79504900849619, 123, 74, 22, 'Female', 76.52789041415143, 1.8647497137365843, 0.052075074, 49, 22.007901991195467, 90.33333333333333, 'High Risk'),
(115045, 66, 12, '29:46.0', 37.332303014932556, 99.65910904664965, 110, 80, 30, 'Female', 92.94703993127843, 1.5341749887292944, 0.078780918, 30, 39.489875712994845, 90, 'High Risk'),
(115046, 82, 16, '28:46.0', 36.580304068053586, 99.58269388073188, 134, 86, 74, 'Female', 78.52776525282513, 1.5291248104334518, 0.059295306, 48, 33.58438258551299, 102, 'High Risk'),
(115047, 97, 19, '27:46.0', 37.01979022147491, 96.05787492220841, 134, 84, 76, 'Male', 92.61558609880609, 1.9535130487651966, 0.1427358324219289, 50, 24.268975677139636, 100.66666666666666, 'High Risk'),
(115048, 80, 12, '26:46.0', 36.05698236934016, 95.23946188554356, 125, 84, 64, 'Female', 67.23657328985237, 1.872576300577296, 0.12188381683630195, 41, 19.174609419023646, 97.66666666666667, 'Low Risk'),
(115049, 65, 14, '25:46.0', 36.88141865133064, 95.55964838446465, 120, 87, 34, 'Male', 64.68427304001557, 1.9142341837725345, 0.082065678, 33, 17.652595380358555, 98, 'High Risk'),
(115050, 71, 19, '24:46.0', 36.584539814404984, 99.03280216897262, 129, 80, 89, 'Male', 97.53529952710795, 1.977708561775894, 0.1365875441547778, 49, 24.93659975438374, 96.33333333333333, 'Low Risk'),
(115051, 77, 19, '23:46.0', 36.08161301585199, 95.21463581769109, 124, 87, 78, 'Male', 87.86112340503936, 1.9724894693530866, 0.12261780508030747, 37, 22.582258024094916, 99.33333333333333, 'Low Risk'),
(115052, 71, 18, '22:46.0', 37.155332832201026, 98.42904522950549, 115, 74, 73, 'Male', 95.4602752, 1.8337326240155976, 0.10064054145756907, 41, 28.38903686961989, 87.66666666666667, 'Low Risk'),
(115053, 64, 12, '21:46.0', 36.820680934186655, 96.08866276635321, 135, 72, 42, 'Female', 82.53843522749615, 1.8576676679448945, 0.075686472, 63, 23.91774252450921, 93, 'Low Risk'),
(115054, 95, 15, '20:46.0', 37.311091516157326, 99.68727481761302, 129, 83, 62, 'Female', 76.08051967747714, 1.728842897141298, 0.12086915341986366, 46, 25.45437338787325, 98.33333333333333, 'High Risk'),
(115055, 61, 12, '19:46.0', 36.24806269505593, 95.90910266239568, 119, 84, 49, 'Female', 68.26660022424088, 1.5532467146353834, 0.1477434750673839, 35, 28.29615250756465, 95.66666666666667, 'Low Risk'),
(115056, 80, 12, '18:46.0', 36.07415513003854, 97.97644426607074, 130, 87, 26, 'Female', 60.80183118274978, 1.7091546606568144, 0.11242768390046781, 43, 20.81392244427213, 101.33333333333333, 'Low Risk'),
(115057, 86, 19, '17:46.0', 37.07855265714555, 95.30073595643047, 139, 83, 57, 'Female', 54.26324696879751, 1.9530844374373242, 0.12127014660375009, 56, 14.225375473361538, 101.66666666666666, 'High Risk'),
(115058, 97, 17, '16:46.0', 37.075428747368655, 99.62303207380874, 113, 78, 59, 'Female', 88.34510526213684, 1.545186401, 0.12392759751891044, 35, 37.00161991930578, 89.66666666666667, 'High Risk'),
(115059, 61, 13, '15:46.0', 36.81703784770377, 98.19123882608453, 117, 73, 66, 'Male', 91.36641588096771, 1.9239399299786082, 0.1398493523937569, 44, 24.683319932793662, 87.66666666666667, 'Low Risk'),
(115060, 93, 14, '14:46.0', 36.36902616062834, 95.98508502, 136, 81, 46, 'Male', 88.42372391113936, 1.8324513961977724, 0.12648987740401493, 55, 26.333214240135653, 99.33333333333333, 'High Risk'),
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(115237, 75, 18, '17:46.0', 36.34685466, 98.88550330667876, 124, 85, 29, 'Male', 69.66806456299948, 1.6535872996961078, 0.12704499824739396, 39, 25.47883049408784, 98, 'Low Risk'),
(115238, 98, 12, '16:46.0', 36.987409681280546, 97.08209517236857, 130, 74, 48, 'Male', 96.47937468077625, 1.6460316151898087, 0.076871342, 56, 35.60886532763741, 92.66666666666666, 'High Risk'),
(115239, 70, 14, '15:46.0', 36.595680199589786, 98.77969646224608, 130, 83, 86, 'Female', 76.94448710952713, 1.7517799968361254, 0.13676546810491527, 47, 25.073697569991914, 98.66666666666667, 'Low Risk'),
(115240, 84, 15, '14:46.0', 36.225175191422096, 96.50155433331149, 123, 74, 76, 'Female', 82.82159278274906, 1.6468187260780214, 0.11028423623349093, 49, 30.538801204002365, 90.33333333333333, 'High Risk'),
(115241, 65, 13, '13:46.0', 36.561597066987794, 97.87412686910255, 134, 87, 80, 'Male', 78.04889135113801, 1.5193601959237144, 0.1360938962854812, 47, 33.810006112108574, 102.66666666666667, 'High Risk'),
(115242, 88, 15, '12:46.0', 36.42566099665486, 96.31216895903746, 130, 72, 22, 'Male', 92.92045249774065, 1.7629579232748644, 0.091878557, 58, 29.896986951969996, 91.33333333333333, 'Low Risk'),
(115243, 92, 15, '11:46.0', 36.42106243, 99.57686420568561, 121, 71, 45, 'Female', 67.37724763879946, 1.9976329740704084, 0.093858715, 50, 16.88425373, 87.66666666666666, 'High Risk'),
(115244, 95, 18, '10:46.0', 37.06044751573773, 99.47291952615534, 116, 85, 74, 'Female', 82.46002192813137, 1.7368136514970365, 0.12451984428546553, 31, 27.336127905478985, 95.33333333333333, 'High Risk'),
(115245, 76, 16, '09:46.0', 37.29770322898003, 95.34362412520666, 129, 71, 28, 'Male', 64.49002933788395, 1.5664422980291686, 0.06549125, 58, 26.282324379346292, 90.33333333333333, 'Low Risk'),
(115246, 97, 14, '08:46.0', 36.691880273013844, 95.34271693317866, 119, 86, 62, 'Female', 98.47031280947887, 1.5105194135240425, 0.1360955406466809, 33, 43.15714382068053, 97, 'High Risk'),
(115247, 87, 18, '07:46.0', 36.75637854760308, 95.56134161171511, 127, 75, 44, 'Male', 97.54225835613809, 1.5776743297780624, 0.1138259042589786, 52, 39.188450142762335, 92.33333333333333, 'High Risk'),
(115248, 69, 14, '06:46.0', 37.49444843, 96.75600397865792, 115, 76, 82, 'Male', 88.01499503631928, 1.7506214399719782, 0.074340722, 39, 28.719189734432618, 89, 'Low Risk'),
(115249, 63, 13, '05:46.0', 37.42780428845508, 95.02285960728318, 121, 79, 25, 'Female', 60.02190084, 1.8327633950479916, 0.11932076083516856, 42, 17.86886387653095, 93, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(115250, 73, 16, '04:46.0', 36.68228102456236, 97.68719768611977, 128, 71, 78, 'Female', 78.33081415391379, 1.8973282711826445, 0.078693242, 57, 21.759438516358642, 90, 'Low Risk'),
(115251, 75, 14, '03:46.0', 36.65731343132747, 95.23144011, 116, 79, 26, 'Female', 75.74106079528384, 1.7687989, 0.1191201264145128, 37, 24.208866998038868, 91.33333333333333, 'Low Risk'),
(115252, 95, 16, '02:46.0', 36.307677030048616, 98.64443223385712, 120, 76, 23, 'Male', 71.19849226133745, 1.7478464117484869, 0.14330640669822778, 44, 23.30581326041552, 90.66666666666667, 'High Risk'),
(115253, 82, 19, '01:46.0', 37.20427147315314, 98.06379746, 113, 88, 71, 'Female', 58.087922944966465, 1.8357058497149932, 0.059727905, 25, 17.23771372661422, 96.33333333333333, 'High Risk'),
(115254, 68, 15, '00:46.0', 36.74549419751933, 97.64589340769618, 122, 84, 84, 'Female', 88.31039134, 1.8878367639117917, 0.058309537, 38, 24.77895178518793, 96.66666666666667, 'Low Risk'),
(115255, 89, 15, '59:46.0', 37.075945048154686, 98.05549123755168, 121, 70, 51, 'Male', 87.89784179868884, 1.7878865245584024, 0.10301920088620461, 51, 27.497822838332024, 87, 'Low Risk'),
(115256, 94, 18, '58:46.0', 37.41650078345332, 99.61563338617302, 133, 83, 30, 'Male', 57.75138198609262, 1.5617746702199218, 0.085704254, 50, 23.676943157039354, 99.66666666666666, 'High Risk'),
(115257, 64, 16, '57:46.0', 37.483358551655186, 98.38633606261664, 111, 84, 46, 'Male', 52.91192345037087, 1.692857718321069, 0.098986836, 27, 18.463440590881603, 93, 'High Risk'),
(115258, 69, 12, '56:46.0', 36.40651686473899, 96.86351204, 135, 83, 63, 'Female', 68.15371958, 1.963132855435059, 0.11051387269951438, 52, 17.684393904359492, 100.33333333333333, 'High Risk'),
(115259, 83, 15, '55:46.0', 36.86884283686758, 96.02450542255923, 119, 85, 49, 'Female', 80.23336739015804, 1.804491298948589, 0.14398154703533528, 34, 24.640268465971392, 96.33333333333333, 'Low Risk'),
(115260, 78, 17, '54:46.0', 36.492281706211486, 97.91920352147156, 111, 84, 73, 'Female', 75.76174386922429, 1.701250941250349, 0.065659071, 27, 26.176598129042233, 93, 'Low Risk'),
(115261, 60, 12, '53:46.0', 37.39618693499797, 95.74419904, 127, 79, 64, 'Female', 63.948575430875266, 1.7749793185743812, 0.1291177934173261, 48, 20.297580845552464, 95, 'Low Risk'),
(115262, 99, 16, '52:46.0', 37.13616867020909, 95.94535856266391, 136, 79, 34, 'Female', 63.40162332514079, 1.9773606023355288, 0.11593787916384388, 57, 16.215435755361245, 98, 'High Risk'),
(115263, 94, 13, '51:46.0', 37.022613201615115, 96.85107381172733, 136, 83, 40, 'Male', 60.238431824328444, 1.7228882623745505, 0.088923561, 53, 20.293615747418176, 100.66666666666666, 'High Risk'),
(115264, 96, 17, '50:46.0', 36.71049408732196, 99.96982937217825, 131, 86, 19, 'Male', 71.15399711095567, 1.9447096531221524, 0.12451825272454754, 45, 18.814373525662504, 101, 'High Risk'),
(115265, 94, 16, '49:46.0', 36.55173935414915, 97.06367716157017, 138, 84, 59, 'Female', 72.05559224756331, 1.6988958328082975, 0.067443536, 54, 24.96515058517042, 102, 'High Risk'),
(115266, 79, 16, '48:46.0', 36.68041110344751, 99.28781446804342, 122, 84, 46, 'Male', 78.58142837344917, 1.5472694532670408, 0.078599574, 38, 32.82373633969232, 96.66666666666667, 'High Risk'),
(115267, 84, 16, '47:46.0', 36.60625539833713, 99.14037909286623, 127, 70, 63, 'Male', 79.56436478780665, 1.768690313793609, 0.10389744801296895, 57, 25.434019800171743, 89, 'Low Risk'),
(115268, 89, 15, '46:46.0', 37.03965768303169, 98.06505996203337, 135, 71, 85, 'Male', 52.094131068195836, 1.955237213705273, 0.141705996, 64, 13.626674729878948, 92.33333333333333, 'High Risk'),
(115269, 98, 16, '45:46.0', 36.269837800821946, 96.45707525914362, 116, 83, 50, 'Male', 90.80803473626747, 1.7959529331127178, 0.095324579, 33, 28.153628468558406, 94, 'High Risk'),
(115270, 97, 19, '44:46.0', 36.22392776560067, 98.22009523134862, 122, 87, 36, 'Male', 58.28625989165686, 1.5986711147890063, 0.11112165937588234, 35, 22.805937629764728, 98.66666666666667, 'High Risk'),
(115271, 85, 18, '43:46.0', 36.10284377074199, 96.37873932, 121, 75, 18, 'Male', 97.57995186791574, 1.7740277112986742, 0.10612750258858977, 46, 31.005575774331188, 90.33333333333333, 'High Risk'),
(115272, 61, 14, '42:46.0', 37.19449254963058, 97.02429805297832, 127, 84, 34, 'Female', 60.37169590555554, 1.7899920264178095, 0.067552486, 43, 18.84218150570279, 98.33333333333333, 'Low Risk'),
(115273, 61, 19, '41:46.0', 37.21802268374641, 99.96655697, 124, 88, 82, 'Female', 73.59830725939383, 1.5936228227349085, 0.10076696771361854, 36, 28.979890771771945, 100, 'Low Risk'),
(115274, 70, 13, '40:46.0', 36.50550901081405, 95.36098881100773, 125, 84, 25, 'Female', 73.95648218, 1.9530194444639846, 0.095306147, 41, 19.389343778892755, 97.66666666666667, 'Low Risk'),
(115275, 69, 14, '39:46.0', 36.48595087270998, 97.72636594998909, 117, 71, 41, 'Male', 74.46437699, 1.9416334222397862, 0.088092622, 46, 19.75213667691197, 86.33333333333333, 'Low Risk'),
(115276, 75, 13, '38:46.0', 37.27951302, 99.22637292612083, 119, 78, 63, 'Male', 92.38977320754069, 1.9727794590459116, 0.12628162729797948, 41, 23.739240835042974, 91.66666666666667, 'Low Risk'),
(115277, 70, 18, '37:46.0', 36.44550419223876, 98.93406375656936, 132, 88, 86, 'Male', 75.81448617445542, 1.5042872540517895, 0.073043047, 44, 33.503535933594044, 102.66666666666667, 'High Risk'),
(115278, 64, 19, '36:46.0', 36.380090054503725, 95.34182655042011, 136, 86, 46, 'Male', 67.50324302572845, 1.9916973426861546, 0.07249098, 50, 17.01680217, 102.66666666666666, 'High Risk'),
(115279, 75, 12, '35:46.0', 37.07573696396935, 96.81930578524243, 116, 80, 27, 'Male', 75.88330094691014, 1.9094213319957043, 0.12523405074609967, 36, 20.813382913145666, 92, 'Low Risk'),
(115280, 79, 17, '34:46.0', 37.21905297183396, 98.94394591, 112, 82, 21, 'Female', 52.167142802753006, 1.930093069023886, 0.070030759, 30, 14.003627460670804, 92, 'High Risk'),
(115281, 62, 15, '33:46.0', 36.996800814844704, 98.86170814859992, 119, 72, 61, 'Male', 62.22262615, 1.9375519014765146, 0.1096102701436519, 47, 16.574546223673256, 87.66666666666667, 'High Risk'),
(115282, 98, 12, '32:46.0', 37.29991073945857, 99.13122685744617, 118, 83, 80, 'Male', 62.78945044, 1.5192531919116714, 0.058083758, 35, 27.203599163761844, 94.66666666666667, 'High Risk'),
(115283, 74, 18, '31:46.0', 36.704655327033535, 96.38907806, 123, 79, 51, 'Female', 66.25813081262552, 1.9316084927215904, 0.083857154, 44, 17.758282789518002, 93.66666666666667, 'High Risk'),
(115284, 94, 19, '30:46.0', 36.24910177819972, 99.15556019, 136, 77, 60, 'Male', 90.06564147221447, 1.6889669135169363, 0.07082582, 59, 31.573073650810635, 96.66666666666666, 'High Risk'),
(115285, 76, 16, '29:46.0', 37.28080268397631, 97.12101678055443, 117, 70, 71, 'Male', 82.33322468203332, 1.5351419213745192, 0.14982791081435792, 47, 34.936392848820326, 85.66666666666667, 'High Risk'),
(115286, 82, 17, '28:46.0', 36.80275134832141, 95.88877127410825, 130, 76, 86, 'Female', 70.93870707239381, 1.6042363285528365, 0.12318536267374465, 54, 27.564275058280142, 94, 'Low Risk'),
(115287, 64, 16, '27:46.0', 36.11309111720521, 96.09911629441946, 119, 72, 52, 'Female', 99.38664191693297, 1.9318172153077164, 0.091579974, 47, 26.63151990085279, 87.66666666666667, 'Low Risk'),
(115288, 79, 19, '26:46.0', 37.27339773077148, 95.32143844971381, 132, 80, 68, 'Female', 96.76888123278673, 1.8783055150311703, 0.073095451, 52, 27.428575475043807, 97.33333333333333, 'Low Risk'),
(115289, 80, 14, '25:46.0', 36.39981727450881, 96.26447850847535, 112, 88, 61, 'Male', 74.31592234667507, 1.512067471828899, 0.094003772, 24, 32.50420367643546, 96, 'High Risk'),
(115290, 69, 14, '24:46.0', 36.83540306479933, 96.64001069406646, 137, 79, 30, 'Male', 69.86642754, 1.7860861035366888, 0.10438594423027198, 58, 21.90099036566329, 98.33333333333333, 'Low Risk'),
(115291, 79, 16, '23:46.0', 36.83935535615822, 96.47109962140576, 139, 77, 69, 'Female', 78.20518845245472, 1.6938426580831374, 0.061482319043752724, 62, 27.257714277254685, 97.66666666666666, 'Low Risk'),
(115292, 86, 17, '22:46.0', 37.412950322950856, 97.83501886307128, 134, 75, 79, 'Female', 57.25302123, 1.6546714735322605, 0.1053752884283524, 59, 20.911002298712887, 94.66666666666666, 'Low Risk'),
(115293, 69, 18, '21:46.0', 36.070696981341825, 99.19310617, 128, 70, 77, 'Female', 61.08961040216032, 1.9529313674925945, 0.065635899, 58, 16.01745060693528, 89.33333333333333, 'High Risk'),
(115294, 72, 15, '20:46.0', 36.604035596194144, 99.24245586, 114, 71, 53, 'Male', 50.527609072893235, 1.5449611909583134, 0.13098173539746188, 43, 21.16867129031999, 85.33333333333333, 'Low Risk'),
(115295, 96, 13, '19:46.0', 36.22913198282854, 97.05597966, 133, 72, 33, 'Female', 95.83542592369966, 1.5874060227716638, 0.1055375721625691, 61, 38.03207579336053, 92.33333333333333, 'High Risk'),
(115296, 92, 12, '18:46.0', 36.457231189857566, 98.60576181350444, 139, 86, 73, 'Male', 86.86811800838606, 1.9107204454920474, 0.084728186, 53, 23.793926249710797, 103.66666666666666, 'High Risk'),
(115297, 76, 17, '17:46.0', 36.47352185576724, 99.15725653666232, 133, 86, 73, 'Male', 99.27397464288072, 1.647798503216203, 0.11595100073434637, 47, 36.56176913854977, 101.66666666666667, 'High Risk'),
(115298, 67, 12, '16:46.0', 36.02065299981316, 98.84096571153187, 117, 79, 60, 'Female', 73.90827547, 1.5819017764480396, 0.064425581, 38, 29.534800476081664, 91.66666666666667, 'Low Risk'),
(115299, 98, 18, '15:46.0', 37.441622658164626, 97.14092137708457, 138, 71, 47, 'Female', 87.22818598357506, 1.600846074353018, 0.074847837, 67, 34.03750280936349, 93.33333333333333, 'High Risk'),
(115300, 94, 12, '14:46.0', 36.53792662479234, 99.97097203212104, 120, 76, 49, 'Male', 77.75325032482867, 1.5811396312182842, 0.11894693634733848, 44, 31.101268613036797, 90.66666666666667, 'High Risk'),
(115301, 68, 14, '13:46.0', 36.291672065660826, 99.74675413375249, 113, 78, 67, 'Male', 57.68425838316371, 1.6776089551998299, 0.054263668, 35, 20.49631759690431, 89.66666666666667, 'Low Risk'),
(115302, 82, 19, '12:46.0', 37.08412843696382, 95.60446106367533, 138, 87, 48, 'Female', 67.43035404, 1.622249404951009, 0.090687563, 51, 25.62242278, 104, 'Low Risk'),
(115303, 68, 15, '11:46.0', 36.70644484994241, 95.86838173795151, 112, 89, 28, 'Female', 67.49090917, 1.5423121670381252, 0.13965025945069826, 23, 28.37270281843003, 96.66666666666667, 'Low Risk'),
(115304, 92, 14, '10:46.0', 37.35639086, 98.35899692894772, 110, 80, 66, 'Female', 50.45498215158489, 1.564041319706869, 0.081303735, 30, 20.62564849934934, 90, 'High Risk'),
(115305, 86, 13, '09:46.0', 36.76356553782357, 97.03435893410831, 112, 70, 42, 'Female', 68.74908587858214, 1.7133417981180716, 0.13668377238693127, 42, 23.41956953, 84, 'Low Risk'),
(115306, 72, 19, '08:46.0', 36.619966123297296, 95.33194498405351, 120, 79, 75, 'Female', 84.56035235847062, 1.7542729353549606, 0.1082522897905389, 41, 27.477198905830974, 92.66666666666667, 'Low Risk'),
(115307, 71, 14, '07:46.0', 36.14514378744313, 96.69190278130407, 116, 80, 61, 'Male', 87.19711183, 1.8012710153944709, 0.1428640959417029, 36, 26.874721898104347, 92, 'Low Risk'),
(115308, 86, 15, '06:46.0', 37.46009074202294, 95.56782454037108, 128, 88, 34, 'Female', 86.24366187315505, 1.7792372378897907, 0.081556947, 40, 27.24328473055609, 101.33333333333333, 'Low Risk'),
(115309, 67, 19, '05:46.0', 36.87439669952866, 99.11585055, 127, 70, 40, 'Male', 74.15011720923644, 1.5376295410399754, 0.081223941, 57, 31.36233675, 89, 'High Risk'),
(115310, 89, 14, '04:46.0', 37.48496787802135, 95.60490779, 139, 89, 85, 'Female', 76.79273527258067, 1.700576939853348, 0.07409757, 50, 26.553854156753385, 105.66666666666666, 'Low Risk'),
(115311, 85, 14, '03:46.0', 36.71419577434391, 98.96296521, 110, 73, 57, 'Male', 72.53223932, 1.7855295996632883, 0.10490541730086012, 37, 22.750815978197032, 85.33333333333333, 'Low Risk'),
(115312, 83, 19, '02:46.0', 36.83483514, 98.50744978116435, 132, 78, 68, 'Female', 58.91127103, 1.8058606157113442, 0.1413451917942613, 54, 18.064666152036644, 96, 'High Risk'),
(115313, 69, 12, '01:46.0', 36.17492408874152, 98.58633661812543, 138, 79, 40, 'Male', 91.50537611273165, 1.8106353171691538, 0.1407181772304403, 59, 27.911593791222487, 98.66666666666666, 'Low Risk'),
(115314, 81, 19, '00:46.0', 36.83289116426436, 99.74325279240792, 120, 77, 36, 'Male', 76.90433705, 1.9076618345268799, 0.09560623, 43, 21.132362431297807, 91.33333333333333, 'Low Risk'),
(115315, 85, 13, '59:46.0', 37.005833920586944, 98.52295277372434, 135, 81, 71, 'Female', 52.17852756347066, 1.8435782955488766, 0.062419995, 54, 15.35213025205089, 99, 'High Risk'),
(115316, 88, 17, '58:46.0', 36.21977848508179, 99.46250876054961, 134, 70, 61, 'Female', 62.01287723318794, 1.7200672307910507, 0.057043895109443035, 64, 20.959988385528224, 91.33333333333333, 'Low Risk'),
(115317, 86, 14, '57:46.0', 36.578029499160436, 96.45921132212823, 135, 73, 44, 'Male', 73.99232646147283, 1.8607038600488672, 0.11118161847069034, 62, 21.371360264783426, 93.66666666666666, 'Low Risk'),
(115318, 88, 14, '56:46.0', 36.01832500784791, 96.73196899966067, 117, 75, 61, 'Male', 96.99693693717711, 1.8795556822056159, 0.11328180053970896, 42, 27.456655037081855, 89, 'Low Risk'),
(115319, 96, 15, '55:46.0', 37.14783841542551, 95.36104338675786, 139, 84, 31, 'Male', 50.32489365437923, 1.5396619499541657, 0.14839428755559442, 55, 21.229125851669604, 102.33333333333333, 'High Risk'),
(115320, 75, 12, '54:46.0', 36.79274376694965, 97.33904066027213, 130, 82, 80, 'Female', 99.55026634296522, 1.7369096849598389, 0.13271768527483585, 48, 32.99802541757085, 98, 'High Risk'),
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(115497, 68, 19, '57:46.0', 37.16223420852758, 97.20819184202084, 130, 88, 87, 'Male', 90.85851256510522, 1.6628569594901697, 0.13979294001764458, 42, 32.85911315384426, 102, 'High Risk'),
(115498, 85, 17, '56:46.0', 36.07989264907395, 98.02374963, 122, 81, 71, 'Male', 66.33946533268988, 1.78804306, 0.1022888696242714, 41, 20.749900590035956, 94.66666666666667, 'Low Risk'),
(115499, 96, 14, '55:46.0', 37.02596591486952, 96.55439362422152, 114, 72, 22, 'Female', 63.82747542730871, 1.9498667852295744, 0.10804290046854226, 42, 16.787954530722097, 86, 'High Risk'),
(115500, 82, 15, '54:46.0', 36.80830574845422, 98.01631693651984, 129, 86, 68, 'Male', 99.44357135915365, 1.7067390621982037, 0.079605266, 43, 34.138344469470184, 100.33333333333333, 'High Risk'),
(115501, 73, 12, '53:46.0', 36.59548946277207, 99.54498996419433, 136, 81, 38, 'Male', 74.15043210669756, 1.9499942754526705, 0.059919472, 55, 19.50055686267332, 99.33333333333333, 'Low Risk'),
(115502, 85, 15, '52:46.0', 36.25641242782555, 99.13049809553203, 112, 80, 63, 'Female', 73.28112109345676, 1.7015921276719936, 0.12161435142933931, 32, 25.30936036170632, 90.66666666666667, 'Low Risk'),
(115503, 60, 19, '51:46.0', 37.04862270384804, 96.48930660340243, 119, 73, 69, 'Female', 71.90275452146334, 1.5048706957075666, 0.12493881715046909, 46, 31.750250604790608, 88.33333333333333, 'High Risk'),
(115504, 96, 18, '50:46.0', 36.55999200275629, 98.98493905301059, 125, 83, 34, 'Male', 55.95509207150974, 1.8452579367571726, 0.11273635165066943, 42, 16.433325242576235, 97, 'High Risk'),
(115505, 85, 16, '49:46.0', 36.65439291, 98.90727836277438, 138, 80, 48, 'Male', 90.92226670757601, 1.5903994523251952, 0.1390009536068289, 58, 35.946600016394896, 99.33333333333333, 'High Risk'),
(115506, 84, 14, '48:46.0', 36.25777455344204, 99.92810014, 112, 86, 18, 'Male', 93.75718307, 1.7616235998090133, 0.052353598, 26, 30.211918955280037, 94.66666666666667, 'High Risk'),
(115507, 70, 13, '47:46.0', 36.16052626301401, 97.05363555173854, 137, 77, 66, 'Female', 92.00033138686968, 1.9597172262701283, 0.097193033, 60, 23.95535280447489, 97, 'Low Risk'),
(115508, 96, 13, '46:46.0', 36.11128188319184, 99.85671024226956, 131, 79, 25, 'Female', 84.91542275747275, 1.511393249186319, 0.0681452, 52, 37.17334308760939, 96.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(115510, 64, 16, '44:46.0', 36.780221302515315, 95.60559084854349, 136, 75, 20, 'Male', 86.89713436977422, 1.9312776237691658, 0.070817811, 61, 23.297860336016466, 95.33333333333333, 'Low Risk'),
(115511, 97, 12, '43:46.0', 36.19841836473914, 96.13031851667033, 110, 78, 26, 'Male', 81.74125491968354, 1.9008888442793372, 0.14322629434175327, 32, 22.621836383926247, 88.66666666666667, 'High Risk'),
(115512, 77, 17, '42:46.0', 36.27125223, 96.26140111978145, 132, 82, 30, 'Female', 54.993675875948284, 1.7043379778586392, 0.140837076, 50, 18.932209718440337, 98.66666666666666, 'Low Risk'),
(115513, 65, 17, '41:46.0', 36.54490847, 99.30861345783066, 113, 80, 48, 'Male', 98.67175072046811, 1.544673785532241, 0.10877978398177071, 33, 41.35416739763656, 91, 'High Risk'),
(115514, 83, 16, '40:46.0', 36.470332048869956, 98.01218917141424, 120, 82, 77, 'Male', 63.213364509402865, 1.7639773325235168, 0.1317686654465598, 38, 20.315284375358946, 94.66666666666667, 'Low Risk'),
(115515, 77, 17, '39:46.0', 36.86908926, 95.81181786074634, 125, 84, 44, 'Female', 57.743699381792254, 1.9850730162758796, 0.14050925891286753, 41, 14.653846297003325, 97.66666666666667, 'High Risk'),
(115516, 96, 18, '38:46.0', 36.99692117051487, 98.72641126698802, 113, 79, 61, 'Male', 80.41025192232476, 1.6426279018552712, 0.10163199561795747, 34, 29.801150566344017, 90.33333333333333, 'High Risk'),
(115517, 77, 16, '37:46.0', 37.01685860657902, 96.13669211798613, 122, 87, 80, 'Female', 88.97036351137132, 1.6334111566014813, 0.10159103198230955, 35, 33.34681266726833, 98.66666666666667, 'High Risk'),
(115518, 88, 16, '36:46.0', 36.14215536974946, 96.55465750414406, 139, 76, 76, 'Female', 97.57764832654573, 1.9877099330221184, 0.1282661668626579, 63, 24.697007361788838, 97, 'Low Risk'),
(115519, 60, 13, '35:46.0', 37.31024302401727, 98.85974857371816, 115, 89, 55, 'Male', 72.93973898009796, 1.6998473407030812, 0.051536661, 26, 25.243197460777967, 97.66666666666667, 'Low Risk'),
(115520, 62, 15, '34:46.0', 36.92191790307079, 98.26290602338241, 138, 79, 68, 'Female', 66.04317359, 1.7049779620671761, 0.098935022, 59, 22.719061894112464, 98.66666666666666, 'Low Risk'),
(115521, 84, 16, '33:46.0', 36.37050057284919, 95.12638055385487, 132, 82, 35, 'Male', 86.07835514791402, 1.5009690360463888, 0.062746933, 50, 38.20766464749449, 98.66666666666666, 'High Risk'),
(115522, 83, 19, '32:46.0', 36.06642845700572, 98.90303992893799, 118, 84, 63, 'Female', 60.66453954712438, 1.7191215820956542, 0.069294318, 34, 20.526822197489153, 95.33333333333333, 'Low Risk'),
(115523, 78, 17, '31:46.0', 36.71588324577136, 95.63327958249202, 135, 86, 21, 'Female', 82.06295695602904, 1.9114776075199786, 0.12192261248096005, 49, 22.459947268007472, 102.33333333333333, 'Low Risk'),
(115524, 64, 12, '30:46.0', 37.155969162448876, 95.53621392957774, 122, 71, 51, 'Male', 65.81157629566755, 1.9087202467875857, 0.1460549939712475, 51, 18.064158381070587, 88, 'High Risk'),
(115525, 84, 17, '29:46.0', 37.410840254981515, 98.57810738709867, 134, 71, 84, 'Female', 84.45141252277062, 1.9422642357306397, 0.054892159, 63, 22.386710926561353, 92, 'Low Risk'),
(115526, 69, 17, '28:46.0', 36.22402788722367, 99.16458058716071, 134, 77, 73, 'Female', 63.45763994201411, 1.9542225498720136, 0.14509824791895765, 57, 16.61635933993865, 96, 'High Risk'),
(115527, 74, 13, '27:46.0', 36.60503679732829, 97.93847245193793, 122, 82, 44, 'Male', 95.09623384150265, 1.8941497766913447, 0.09854765, 40, 26.505419573247302, 95.33333333333333, 'Low Risk'),
(115528, 96, 12, '26:46.0', 37.42949129333503, 96.57598348620712, 121, 71, 24, 'Female', 55.98681420388959, 1.7837216586112317, 0.059623251278080505, 50, 17.596714356210605, 87.66666666666666, 'High Risk'),
(115529, 93, 13, '25:46.0', 36.93080737722909, 96.33563477267346, 131, 85, 41, 'Male', 61.011258015180324, 1.650463538510912, 0.099614029, 46, 22.397426032434844, 100.33333333333333, 'High Risk'),
(115530, 96, 14, '24:46.0', 36.88442055, 96.73297240976649, 125, 78, 31, 'Female', 76.57001757974666, 1.9285536551227458, 0.1429740753495506, 47, 20.587105716980968, 93.66666666666667, 'High Risk'),
(115531, 73, 18, '23:46.0', 36.42223655272098, 99.65956514327176, 120, 77, 88, 'Male', 86.33853352, 1.953164713721002, 0.14702279723199918, 43, 22.632208140508467, 91.33333333333333, 'Low Risk'),
(115532, 63, 12, '22:46.0', 37.26522566282226, 98.41281411939143, 129, 80, 30, 'Male', 93.63777566362324, 1.6703806313489067, 0.053479674, 49, 33.55986441022896, 96.33333333333333, 'High Risk'),
(115533, 81, 19, '21:46.0', 36.30537526181485, 95.35977139, 116, 74, 88, 'Male', 52.9873853, 1.7075814648439869, 0.11015729778389885, 42, 18.172288600280407, 88, 'High Risk'),
(115534, 68, 16, '20:46.0', 36.23486623304871, 95.84948545883914, 131, 80, 21, 'Male', 94.99385793857898, 1.6156292608919616, 0.061914463, 51, 36.39251800512607, 97, 'High Risk'),
(115535, 93, 19, '19:46.0', 36.74457543737221, 95.31351248093446, 112, 75, 23, 'Male', 61.24960382872025, 1.6141203160945685, 0.09576535, 37, 23.508854950647258, 87.33333333333333, 'High Risk'),
(115536, 82, 13, '18:46.0', 36.395162792825424, 97.88461481514454, 133, 73, 50, 'Female', 51.690403004061395, 1.8280037004047616, 0.11421339877225237, 60, 15.468769820485031, 93, 'High Risk'),
(115537, 98, 15, '17:46.0', 37.09364466777497, 99.47651426605765, 129, 72, 46, 'Female', 75.04995291867813, 1.8924711248972073, 0.11775004126594205, 57, 20.955204359259962, 91, 'High Risk'),
(115538, 81, 18, '16:46.0', 37.00176569806151, 97.81723308666925, 129, 70, 68, 'Male', 83.80172080706092, 1.9879702203816356, 0.11590059890874475, 59, 21.204751524899372, 89.66666666666666, 'Low Risk'),
(115539, 62, 12, '15:46.0', 36.67144519973313, 99.92905414778234, 119, 71, 69, 'Male', 66.17698952737972, 1.9045258986780929, 0.064899723, 48, 18.244553575315837, 87, 'High Risk'),
(115540, 92, 14, '14:46.0', 36.262854599968946, 97.53289755649543, 135, 86, 39, 'Female', 55.71627637225867, 1.578528393775797, 0.14511414100897402, 49, 22.360282577425327, 102.33333333333333, 'High Risk'),
(115541, 95, 19, '13:46.0', 37.18724914412094, 99.54100343308338, 132, 82, 18, 'Female', 57.89918267205451, 1.5170237050747715, 0.059130806, 50, 25.15867116914706, 98.66666666666666, 'High Risk'),
(115542, 95, 18, '12:46.0', 36.43207319725563, 99.73164996944813, 115, 83, 74, 'Male', 56.38011242860196, 1.6090179172490877, 0.10499709200184587, 32, 21.77730718097968, 93.66666666666667, 'High Risk'),
(115543, 61, 17, '11:46.0', 37.48629811617521, 98.45164297443304, 122, 74, 46, 'Female', 54.42560357359088, 1.817832829403916, 0.056846591, 48, 16.47006713, 90, 'High Risk'),
(115544, 67, 17, '10:46.0', 37.320038851986105, 98.86060750624395, 121, 70, 35, 'Male', 90.29795235, 1.6735516572418325, 0.058693001, 51, 32.24034330788737, 87, 'High Risk'),
(115545, 87, 15, '09:46.0', 36.370579868934534, 97.97094930158202, 138, 83, 64, 'Female', 74.23165602876979, 1.5053013350819344, 0.13506967438800077, 55, 32.759876485639104, 101.33333333333333, 'High Risk'),
(115546, 89, 13, '08:46.0', 36.843895416566234, 95.10667011987526, 118, 88, 82, 'Female', 75.45172743587122, 1.7912741422665097, 0.082721786, 30, 23.51500490870905, 98, 'Low Risk'),
(115547, 79, 17, '07:46.0', 37.15009376, 96.88394089771755, 115, 76, 46, 'Female', 65.99804655, 1.7029578924686353, 0.079693489, 39, 22.75743242793753, 89, 'Low Risk'),
(115548, 70, 18, '06:46.0', 37.11885327653938, 95.99692567019827, 138, 82, 84, 'Male', 76.50764063081164, 1.6349051915826105, 0.087156315, 56, 28.623297428794558, 100.66666666666666, 'Low Risk'),
(115549, 65, 16, '05:46.0', 36.65135048148196, 99.06417640050324, 132, 71, 47, 'Female', 80.17548294145757, 1.8651535694883017, 0.11671527525983598, 61, 23.04689340405535, 91.33333333333333, 'Low Risk'),
(115550, 85, 12, '04:46.0', 36.17487658772109, 96.41554687174508, 133, 71, 39, 'Male', 59.15172651629253, 1.7718159217189586, 0.14804025662898374, 62, 18.842139956529913, 91.66666666666666, 'Low Risk'),
(115551, 99, 18, '03:46.0', 36.81855788301487, 98.02845583601433, 128, 89, 36, 'Male', 94.81240739607954, 1.6414640623480843, 0.12798746379698156, 39, 35.188634653978966, 102, 'High Risk'),
(115552, 79, 18, '02:46.0', 37.38008681420875, 95.79666490799504, 137, 73, 19, 'Male', 84.43020406705845, 1.565253648709124, 0.10684980034567726, 64, 34.461040747423546, 94.33333333333333, 'High Risk'),
(115553, 98, 14, '01:46.0', 36.25157402704251, 95.36082517, 131, 73, 18, 'Female', 61.11674974, 1.7232682010190616, 0.054358251, 58, 20.5804327, 92.33333333333333, 'High Risk'),
(115554, 82, 14, '00:46.0', 36.714826697579994, 96.00570118676303, 128, 87, 70, 'Male', 59.90251189826222, 1.9289498602553883, 0.054418511, 41, 16.099157753148756, 100.66666666666667, 'High Risk'),
(115555, 99, 16, '59:46.0', 36.69327355, 96.67978798528563, 132, 82, 32, 'Female', 53.51513732542833, 1.5756643903879772, 0.079067022, 50, 21.55505840013267, 98.66666666666666, 'High Risk'),
(115556, 95, 12, '58:46.0', 36.079298130465055, 96.08724833, 129, 83, 46, 'Female', 55.006991635685424, 1.7277395507961044, 0.14423099167755465, 46, 18.427284611694823, 98.33333333333333, 'High Risk'),
(115557, 97, 12, '57:46.0', 36.15168365342036, 96.02651949110621, 111, 76, 37, 'Female', 56.93886393094836, 1.7431829078666827, 0.13846829074843386, 35, 18.737984690105844, 87.66666666666667, 'High Risk'),
(115558, 61, 17, '56:46.0', 36.83392268592596, 98.46751442294003, 135, 82, 30, 'Male', 98.33800691853385, 1.7887005241346114, 0.060839989, 53, 30.735914075058037, 99.66666666666666, 'High Risk'),
(115559, 80, 17, '55:46.0', 37.115634967380274, 95.52635180568784, 135, 79, 42, 'Female', 74.39642546222856, 1.7280704323610836, 0.064237595, 56, 24.913181422111382, 97.66666666666666, 'Low Risk'),
(115560, 92, 19, '54:46.0', 37.17451857968912, 96.01271783072188, 134, 83, 39, 'Male', 65.44731978455732, 1.6664656905780684, 0.14025014587072715, 51, 23.56671839602054, 100, 'High Risk'),
(115561, 65, 16, '53:46.0', 37.15000948450362, 97.18811956922363, 111, 72, 26, 'Male', 54.71499326, 1.8862909788684121, 0.10438703257689749, 39, 15.37761468190158, 85, 'High Risk'),
(115562, 96, 18, '52:46.0', 36.547471015491894, 98.58023973240958, 110, 74, 26, 'Female', 77.64488634586226, 1.715794282108253, 0.10817763495910421, 36, 26.374390141656797, 86, 'High Risk'),
(115563, 61, 14, '51:46.0', 37.44560408598196, 99.38302572291548, 126, 84, 45, 'Female', 54.532730198293436, 1.943885096614457, 0.055928622, 42, 14.431652437787532, 98, 'High Risk'),
(115564, 89, 19, '50:46.0', 36.36520741127462, 95.07187909832687, 129, 70, 34, 'Female', 63.460534274911126, 1.9358579276202357, 0.052926281, 59, 16.933891057919347, 89.66666666666666, 'High Risk'),
(115565, 88, 18, '49:46.0', 36.13858279065109, 99.63338839, 120, 76, 29, 'Female', 87.02716213283159, 1.7628507064791052, 0.14550587868642634, 44, 28.00423760422979, 90.66666666666667, 'Low Risk'),
(115566, 89, 18, '48:46.0', 36.896010182468174, 95.96216478781574, 139, 89, 66, 'Female', 53.34307097182185, 1.8682519112603893, 0.099544684, 50, 15.28294830345803, 105.66666666666666, 'High Risk'),
(115567, 96, 14, '47:46.0', 37.03010481919798, 98.73240379128856, 116, 75, 46, 'Female', 86.17315162658468, 1.8782218017776633, 0.12159898560313866, 41, 24.42745500503946, 88.66666666666667, 'High Risk'),
(115568, 99, 16, '46:46.0', 36.914005535986405, 98.29825543196297, 114, 77, 81, 'Male', 85.11441830593665, 1.5204083685266387, 0.082266398, 37, 36.81990237804896, 89.33333333333333, 'High Risk'),
(115569, 83, 14, '45:46.0', 36.62594942456564, 97.46423753336742, 118, 73, 44, 'Female', 88.73149296500219, 1.502852778412596, 0.13843204994703612, 45, 39.28664221436856, 88, 'High Risk'),
(115570, 70, 19, '44:46.0', 37.374880154047915, 97.89008395, 130, 72, 41, 'Male', 51.104892988491166, 1.7303083337577214, 0.060635609, 58, 17.06929107285961, 91.33333333333333, 'High Risk'),
(115571, 89, 13, '43:46.0', 36.22172638563569, 99.39053801818666, 121, 72, 38, 'Female', 58.00930189030501, 1.7602600336066963, 0.077576163, 49, 18.72164396989472, 88.33333333333333, 'Low Risk'),
(115572, 66, 15, '42:46.0', 36.13560206801282, 99.31825710745852, 110, 73, 70, 'Male', 92.47509630348429, 1.5562300452535602, 0.11645484973298327, 37, 38.183628920958434, 85.33333333333333, 'High Risk'),
(115573, 61, 12, '41:46.0', 37.22970777679794, 98.28454336256068, 130, 83, 59, 'Female', 62.37373697411749, 1.6117319195385866, 0.11206491871704677, 47, 24.011326354891747, 98.66666666666667, 'Low Risk'),
(115574, 90, 17, '40:46.0', 36.18454643945033, 96.14120737705363, 111, 77, 59, 'Female', 86.81502042030326, 1.9089990213894383, 0.1136034577657638, 34, 23.822287421944047, 88.33333333333333, 'Low Risk'),
(115575, 84, 16, '39:46.0', 36.53829550992416, 97.16925782414316, 124, 83, 66, 'Male', 57.89474318099103, 1.9774961381508809, 0.061198231830821105, 41, 14.80498063551717, 96.66666666666667, 'High Risk'),
(115576, 76, 19, '38:46.0', 37.28587431998068, 95.86363783493621, 118, 75, 41, 'Male', 62.218042887810356, 1.5971102896036247, 0.13029184760297202, 43, 24.391950530603083, 89.33333333333333, 'Low Risk'),
(115577, 83, 19, '37:46.0', 36.730212218148466, 98.3876992, 134, 74, 78, 'Female', 98.70928778, 1.9471243287465123, 0.14000987898402062, 60, 26.035783526780516, 94, 'Low Risk'),
(115578, 67, 14, '36:46.0', 37.163654885817806, 98.96315791363097, 113, 78, 32, 'Male', 90.42748876042239, 1.9951333573739247, 0.14721821338710006, 35, 22.717294634224885, 89.66666666666667, 'Low Risk'),
(115579, 62, 19, '35:46.0', 36.9365687, 97.02077702727611, 116, 77, 40, 'Female', 59.28105857194686, 1.9534475328652579, 0.10388269510901064, 39, 15.535042579363054, 90, 'High Risk'),
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(115756, 72, 12, '38:46.0', 37.119614470292674, 96.47086960155166, 139, 77, 60, 'Female', 82.46864783137852, 1.6316528666614618, 0.065354565, 62, 30.976570719492234, 97.66666666666666, 'High Risk'),
(115757, 99, 18, '37:46.0', 36.69653221322998, 99.04838023865466, 115, 78, 48, 'Female', 61.364646555661125, 1.9455426402732923, 0.10655833428021011, 37, 16.21200503, 90.33333333333333, 'High Risk'),
(115758, 85, 16, '36:46.0', 36.37582535405952, 96.60189007468699, 120, 70, 32, 'Female', 77.16205025215287, 1.5868501698987292, 0.11135723463792693, 50, 30.643044599236603, 86.66666666666666, 'High Risk'),
(115759, 98, 14, '35:46.0', 37.484863186674495, 95.82814971982576, 134, 74, 38, 'Female', 61.29034558649623, 1.5426306728558052, 0.091076755, 60, 25.755390877146315, 94, 'High Risk'),
(115760, 61, 18, '34:46.0', 36.21926876204319, 98.03886873, 131, 87, 37, 'Female', 80.21584926195203, 1.8338503062198415, 0.143026442, 44, 23.852418552499113, 101.66666666666667, 'Low Risk'),
(115761, 71, 16, '33:46.0', 36.86674448583841, 96.30274447449726, 139, 73, 53, 'Female', 99.61476842289542, 1.504482119106047, 0.131634134, 66, 44.00982774350184, 95, 'High Risk'),
(115762, 89, 12, '32:46.0', 36.71978947679097, 97.57781775898604, 138, 83, 72, 'Female', 74.80526253906181, 1.8558660137234404, 0.081490031, 55, 21.718954434955116, 101.33333333333333, 'Low Risk'),
(115763, 79, 14, '31:46.0', 36.32954935001331, 98.99899004971456, 132, 74, 63, 'Female', 54.471356345203546, 1.6493275479492402, 0.11132391981758599, 58, 20.02416262, 93.33333333333333, 'Low Risk'),
(115764, 82, 18, '30:46.0', 36.45018557142317, 95.77826151899447, 123, 80, 50, 'Female', 83.50773905884947, 1.6860295143526443, 0.059225697014976576, 43, 29.376251651053224, 94.33333333333333, 'Low Risk'),
(115765, 67, 14, '29:46.0', 36.65586059299556, 98.09108719145722, 116, 70, 41, 'Male', 78.93029919129492, 1.6085943508426386, 0.056416812, 46, 30.503570033264165, 85.33333333333333, 'High Risk'),
(115766, 95, 13, '28:46.0', 36.71610645516888, 95.23980815465485, 117, 87, 49, 'Male', 73.12417428320703, 1.519263014880801, 0.055401089, 30, 31.68072007551541, 97, 'High Risk'),
(115767, 84, 13, '27:46.0', 36.19930594455147, 99.25527948325875, 134, 77, 65, 'Female', 84.91290989460812, 1.517809544864464, 0.12801008559712262, 57, 36.85862796183224, 96, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(115768, 95, 14, '26:46.0', 36.476786634047954, 97.51263262619788, 114, 80, 39, 'Female', 52.43854781526193, 1.6944714813708195, 0.12739733189951466, 34, 18.26342092, 91.33333333333333, 'High Risk'),
(115769, 64, 16, '25:46.0', 37.2993027, 98.60172191162579, 138, 79, 31, 'Female', 76.69441877926538, 1.685909275946474, 0.069437574, 59, 26.983318535127733, 98.66666666666666, 'Low Risk'),
(115770, 91, 15, '24:46.0', 36.92753579, 98.63400218, 114, 71, 30, 'Male', 60.205563356769204, 1.9532920333336743, 0.10791204829514212, 43, 15.779828069723377, 85.33333333333333, 'High Risk'),
(115771, 74, 18, '23:46.0', 36.664236968735054, 95.02318973657762, 118, 78, 20, 'Male', 84.41830961792618, 1.9776044414794391, 0.094603805, 40, 21.58528534096934, 91.33333333333333, 'Low Risk'),
(115772, 63, 13, '22:46.0', 36.49335541889135, 98.47739622532691, 125, 76, 23, 'Female', 83.46943493605768, 1.771124780728241, 0.12412183624184073, 49, 26.609036814940485, 92.33333333333333, 'Low Risk'),
(115773, 99, 13, '21:46.0', 36.082704922426785, 99.48426091162646, 133, 81, 68, 'Male', 86.18444952744089, 1.954308390470913, 0.073381346, 52, 22.565383505298346, 98.33333333333333, 'High Risk'),
(115774, 99, 13, '20:46.0', 36.107415194558875, 97.76039267513282, 135, 83, 28, 'Female', 72.77253000175175, 1.5490631021326933, 0.1307266213161298, 52, 30.32698629620338, 100.33333333333333, 'High Risk'),
(115775, 79, 19, '19:46.0', 37.306749120476326, 97.8909636, 136, 80, 52, 'Female', 89.74402820722968, 1.5569155398791525, 0.14025977765571906, 56, 37.02332780368071, 98.66666666666666, 'High Risk'),
(115776, 63, 14, '18:46.0', 36.187380220956946, 95.33585296160736, 118, 77, 29, 'Female', 71.43169915728124, 1.6742871556431977, 0.084506494, 41, 25.481857915477956, 90.66666666666667, 'Low Risk'),
(115777, 96, 18, '17:46.0', 37.39569666995907, 96.35446862989322, 135, 84, 89, 'Male', 87.33729043898086, 1.6428994809162432, 0.12804520796923569, 51, 32.35770634939961, 101, 'High Risk'),
(115778, 93, 18, '16:46.0', 37.49625145057369, 98.13253414, 126, 70, 39, 'Female', 87.99663449, 1.5564623669537099, 0.11066802970808386, 56, 36.32359405368345, 88.66666666666666, 'High Risk'),
(115779, 62, 12, '15:46.0', 36.84615463, 96.21100381640416, 111, 81, 54, 'Female', 87.00393833237041, 1.9113123592999517, 0.051582394, 30, 23.816370381138878, 91, 'Low Risk'),
(115780, 66, 12, '14:46.0', 36.970615713455814, 98.04396915025114, 136, 70, 72, 'Male', 63.477027823665765, 1.9702689251317795, 0.13391930534781948, 66, 16.35180005816922, 92, 'High Risk'),
(115781, 66, 16, '13:46.0', 36.667888289710234, 98.93314419991769, 125, 88, 23, 'Female', 78.84007841786192, 1.6621948747877244, 0.060766319, 37, 28.53534777125106, 100.33333333333333, 'Low Risk'),
(115782, 71, 19, '12:46.0', 36.930773109872455, 97.19941359267173, 110, 79, 85, 'Female', 58.37184716546804, 1.765104884586973, 0.13409667162862318, 31, 18.735375558861744, 89.33333333333333, 'Low Risk'),
(115783, 74, 16, '11:46.0', 37.42668121908619, 95.80739414535383, 122, 72, 57, 'Male', 79.48375351537408, 1.5648832173722487, 0.1442130030849053, 50, 32.45745786324656, 88.66666666666666, 'High Risk'),
(115784, 64, 18, '10:46.0', 36.191885938060686, 99.15733356342878, 119, 76, 43, 'Male', 55.640609685785925, 1.9342394641823764, 0.059446438, 43, 14.872069294100625, 90.33333333333333, 'High Risk'),
(115785, 81, 15, '09:46.0', 36.66073516754261, 98.95128412, 110, 87, 39, 'Female', 58.96720371743244, 1.6550904488985672, 0.11506819624663518, 23, 21.52618501329398, 94.66666666666667, 'Low Risk'),
(115786, 96, 12, '08:46.0', 37.44836587109451, 97.92774618, 137, 84, 52, 'Female', 61.25898168766386, 1.6900817303609157, 0.071696593, 53, 21.44639788753438, 101.66666666666666, 'High Risk'),
(115787, 96, 15, '07:46.0', 37.23987847, 97.29865866375076, 133, 83, 36, 'Male', 79.37653093360856, 1.5963506486488803, 0.1440207212582416, 50, 31.14838460349018, 99.66666666666666, 'High Risk'),
(115788, 87, 16, '06:46.0', 36.03621700195056, 97.46359729423244, 120, 78, 47, 'Female', 50.077552209557375, 1.910689089473518, 0.1313733060334349, 42, 13.717123382938622, 92, 'High Risk'),
(115789, 67, 19, '05:46.0', 36.096544508998214, 98.38390930962589, 138, 82, 68, 'Male', 56.178771361693066, 1.5989014433995168, 0.080059913, 56, 21.97499817789892, 100.66666666666666, 'Low Risk'),
(115790, 62, 14, '04:46.0', 36.63531039189824, 98.61537073485826, 128, 83, 58, 'Female', 70.82421861209238, 1.5757916968735108, 0.14046496831278088, 45, 28.522275876193568, 98, 'Low Risk'),
(115791, 98, 13, '03:46.0', 36.36134175530247, 98.66432166109215, 137, 76, 74, 'Female', 66.98254866215707, 1.9549656057284854, 0.13707762805853993, 61, 17.52602496564827, 96.33333333333333, 'High Risk'),
(115792, 81, 12, '02:46.0', 36.22226734, 97.75500340061951, 118, 82, 72, 'Male', 57.46276483460143, 1.601051492580016, 0.11227794384726242, 36, 22.416918802154377, 94, 'Low Risk'),
(115793, 73, 14, '01:46.0', 37.26599139012762, 97.34330584739382, 130, 77, 35, 'Female', 50.44988025060599, 1.946947507923414, 0.13579573972478368, 53, 13.30919090561873, 94.66666666666666, 'High Risk'),
(115794, 98, 14, '00:46.0', 37.44257288293262, 96.13977505, 130, 81, 43, 'Male', 66.28578663831925, 1.547183831613839, 0.065747094, 49, 27.690868548633883, 97.33333333333333, 'High Risk'),
(115795, 88, 18, '59:46.0', 36.87422883661308, 99.02164941104456, 119, 70, 67, 'Male', 94.19769903439602, 1.5777656148661077, 0.088887574, 49, 37.840365309374945, 86.33333333333333, 'High Risk'),
(115796, 90, 16, '58:46.0', 37.223114987196794, 96.55752245, 136, 85, 62, 'Male', 53.32624518888579, 1.9050170442757404, 0.09921881, 51, 14.69410956617348, 102, 'High Risk'),
(115797, 91, 12, '57:46.0', 36.78785167520222, 95.60590620011548, 114, 72, 89, 'Female', 90.94634499703002, 1.9444070644980678, 0.12563076558402408, 42, 24.05530509593954, 86, 'High Risk'),
(115798, 90, 17, '56:46.0', 36.396654075882644, 98.00712046376695, 110, 73, 65, 'Male', 77.78563897, 1.879463593104986, 0.14096571207758912, 37, 22.020723746985862, 85.33333333333333, 'Low Risk'),
(115799, 78, 17, '55:46.0', 37.021456740202375, 97.00974909505449, 124, 87, 74, 'Male', 92.97826233269845, 1.6301431352947482, 0.11668012286031318, 37, 34.98887239681574, 99.33333333333333, 'High Risk'),
(115800, 70, 14, '54:46.0', 37.02731732295982, 95.86026645894393, 132, 79, 44, 'Male', 54.138401763222085, 1.843546224, 0.071947771, 53, 15.929324820042009, 96.66666666666666, 'High Risk'),
(115801, 72, 16, '53:46.0', 36.31432802822828, 98.77319056877714, 126, 77, 38, 'Male', 94.28980932535879, 1.6314624398618744, 0.1432888798223949, 49, 35.42506028628124, 93.33333333333333, 'High Risk'),
(115802, 98, 16, '52:46.0', 37.22859045536855, 99.37672997, 134, 86, 87, 'Female', 55.17421473184309, 1.855126222491891, 0.062001982, 48, 16.03205640695753, 102, 'High Risk'),
(115803, 84, 17, '51:46.0', 36.56945248283541, 95.03946088440146, 110, 87, 78, 'Female', 72.42089673741086, 1.5871219210951488, 0.10761878828535418, 23, 28.75036203701727, 94.66666666666667, 'Low Risk'),
(115804, 81, 13, '50:46.0', 36.06007858515519, 95.38652932154196, 137, 75, 56, 'Male', 93.10639411909861, 1.6767522323732829, 0.050361841, 62, 33.11629334399567, 95.66666666666666, 'High Risk'),
(115805, 74, 13, '49:46.0', 37.12270216652563, 99.11838171191216, 116, 83, 23, 'Female', 54.60018800612918, 1.6558562226843498, 0.053136011690955956, 33, 19.913559185152444, 94, 'Low Risk'),
(115806, 91, 14, '48:46.0', 36.23197778319193, 99.18578830365374, 128, 71, 43, 'Female', 62.344650701004326, 1.5128405016154807, 0.059824226, 57, 27.24036423476401, 90, 'High Risk'),
(115807, 83, 19, '47:46.0', 36.648610792771336, 95.88510133159865, 118, 81, 52, 'Female', 63.88213293552746, 1.8081368216350509, 0.10014921488040429, 37, 19.539652119159154, 93.33333333333333, 'Low Risk'),
(115808, 97, 19, '46:46.0', 37.270882340481684, 98.65595632067718, 123, 71, 45, 'Female', 61.26469722424037, 1.5164621307844506, 0.079735417, 52, 26.640793268307146, 88.33333333333333, 'High Risk'),
(115809, 74, 19, '45:46.0', 37.273309522346906, 98.49693398044434, 118, 86, 22, 'Male', 92.17351856, 1.8596337040382322, 0.052372318, 32, 26.65332216467111, 96.66666666666667, 'Low Risk'),
(115810, 89, 14, '44:46.0', 36.04529627671198, 97.45944641855435, 133, 74, 25, 'Female', 58.66117911972745, 1.852555525370334, 0.11154717053810326, 59, 17.09260753884189, 93.66666666666666, 'High Risk'),
(115811, 95, 18, '43:46.0', 36.933421139318945, 98.78061625065295, 134, 71, 62, 'Male', 84.17916957, 1.634031624826945, 0.074946302, 63, 31.527078055853828, 92, 'High Risk'),
(115812, 62, 15, '42:46.0', 37.489307477976304, 97.09558177260087, 123, 89, 47, 'Female', 80.02135492864497, 1.8730781140174027, 0.134504335, 34, 22.808363295009073, 100.33333333333333, 'Low Risk'),
(115813, 61, 18, '41:46.0', 37.46330578738053, 97.38784175923202, 135, 76, 75, 'Female', 66.30369676568702, 1.5347815202660207, 0.058369021, 59, 28.147810621421492, 95.66666666666666, 'Low Risk'),
(115814, 83, 15, '40:46.0', 36.426119624754904, 95.52305172538063, 136, 77, 36, 'Female', 88.49415659976859, 1.726532178944415, 0.052921817, 59, 29.686926712085228, 96.66666666666666, 'Low Risk'),
(115815, 82, 15, '39:46.0', 36.01582980959014, 96.99909433982374, 117, 82, 39, 'Female', 53.52842727205467, 1.9089924344450075, 0.065282697, 35, 14.688453374323782, 93.66666666666667, 'High Risk'),
(115816, 67, 15, '38:46.0', 37.00223211077829, 98.34423069, 113, 88, 31, 'Male', 72.52730635801878, 1.8287876562130787, 0.091573896, 25, 21.685776864764907, 96.33333333333333, 'Low Risk'),
(115817, 98, 15, '37:46.0', 37.09371994, 95.41143508786861, 112, 79, 60, 'Female', 71.98169030929768, 1.6758093312880011, 0.10384430589980506, 33, 25.631429736629503, 90, 'High Risk'),
(115818, 69, 14, '36:46.0', 37.34592179543217, 95.63601554306774, 134, 76, 22, 'Male', 90.01260953048617, 1.9726020825324804, 0.10438918972245062, 58, 23.13259624841929, 95.33333333333333, 'Low Risk'),
(115819, 69, 12, '35:46.0', 36.52882517536679, 95.06917154027698, 117, 70, 53, 'Male', 88.12114316159767, 1.830326179183528, 0.138823321, 47, 26.304081380383636, 85.66666666666667, 'Low Risk'),
(115820, 75, 12, '34:46.0', 36.20572163929064, 99.04352431966791, 115, 73, 30, 'Female', 74.29715122918151, 1.8043227681357605, 0.11927099947534554, 42, 22.821474624616762, 87, 'Low Risk'),
(115821, 98, 16, '33:46.0', 36.33641945341061, 97.29198269927618, 115, 78, 56, 'Male', 80.43203463752073, 1.709105538153012, 0.09327725, 37, 27.53539380183789, 90.33333333333333, 'High Risk'),
(115822, 62, 15, '32:46.0', 36.066501018643436, 99.02084201, 139, 79, 39, 'Female', 84.29735300185962, 1.8584909252478121, 0.12851525702624078, 60, 24.40579999978965, 99, 'Low Risk'),
(115823, 90, 12, '31:46.0', 37.28037393081728, 95.52716016895964, 115, 89, 54, 'Male', 78.04993152930862, 1.8228975696409924, 0.11269202346222716, 26, 23.488105804885098, 97.66666666666667, 'Low Risk'),
(115824, 72, 19, '30:46.0', 36.29257400444115, 99.58453238, 133, 89, 81, 'Male', 61.31448805, 1.7878070613288766, 0.10604282189639917, 44, 19.183233357226246, 103.66666666666667, 'Low Risk'),
(115825, 67, 17, '29:46.0', 36.79512653223238, 95.52975843845024, 113, 78, 30, 'Female', 99.14279930252025, 1.6436148355412645, 0.10390493864205474, 35, 36.69957811823534, 89.66666666666667, 'High Risk'),
(115826, 94, 18, '28:46.0', 36.895525915569884, 95.36699665753747, 118, 85, 80, 'Female', 92.77461949, 1.706230230269805, 0.11771539272144156, 33, 31.86793459, 96, 'High Risk'),
(115827, 66, 16, '27:46.0', 36.29626778971327, 95.61768291499233, 123, 84, 74, 'Male', 55.35013424483086, 1.5258271713984466, 0.087714612, 39, 23.774313747693988, 97, 'Low Risk'),
(115828, 76, 17, '26:46.0', 36.022167601200664, 99.86716731078457, 122, 88, 53, 'Female', 62.31695281828557, 1.7793872716582957, 0.071020876, 34, 19.68181973116621, 99.33333333333333, 'Low Risk'),
(115829, 61, 16, '25:46.0', 36.60401186965683, 99.76473596477805, 121, 89, 23, 'Female', 67.16795195877972, 1.831359503674053, 0.052880180779251676, 32, 20.02695367415313, 99.66666666666667, 'Low Risk'),
(115830, 78, 14, '24:46.0', 36.875858940453135, 97.34433517064242, 115, 75, 45, 'Female', 90.68351918228186, 1.6187015720270368, 0.051403911, 40, 34.609457243138145, 88.33333333333333, 'High Risk'),
(115831, 93, 18, '23:46.0', 36.20603565078652, 97.98979655592414, 125, 76, 43, 'Female', 78.36295966262833, 1.6340152498044052, 0.11827025729799366, 49, 29.34935893721163, 92.33333333333333, 'High Risk'),
(115832, 61, 13, '22:46.0', 37.465497703333035, 95.48352376511299, 124, 82, 27, 'Male', 72.18751651760627, 1.5165022127931325, 0.11021685183565122, 42, 31.38889334, 96, 'High Risk'),
(115833, 95, 19, '21:46.0', 37.43012277023396, 95.15016959313563, 110, 71, 62, 'Female', 97.38506704313605, 1.6377962954074037, 0.089351075, 39, 36.30551475209439, 84, 'High Risk'),
(115834, 65, 15, '20:46.0', 37.240589150465965, 95.12928449, 122, 76, 36, 'Male', 80.20213770155206, 1.9794739821481784, 0.065247062, 46, 20.468515606640594, 91.33333333333333, 'Low Risk'),
(115835, 73, 17, '19:46.0', 36.25661751038847, 95.33675837103785, 128, 84, 63, 'Male', 60.67397890900425, 1.5840008921559845, 0.10128143266017568, 44, 24.181967465962263, 98.66666666666667, 'Low Risk'),
(115836, 87, 12, '18:46.0', 37.42798446824948, 98.44807332882363, 112, 87, 27, 'Male', 50.148817689268874, 1.5315466157041162, 0.13698769272851757, 25, 21.379633625011703, 95.33333333333333, 'Low Risk'),
(115837, 74, 16, '17:46.0', 37.45220798730812, 98.79306898204288, 128, 79, 26, 'Female', 97.72753164527788, 1.7564105775066887, 0.11942142590004436, 49, 31.678516976764072, 95.33333333333333, 'High Risk'),
(115838, 77, 17, '16:46.0', 36.730753758913465, 98.92413553419124, 131, 74, 88, 'Male', 55.71481955626314, 1.945134079316381, 0.11793002587254536, 57, 14.725553996029353, 93, 'High Risk'),
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(116015, 76, 19, '19:46.0', 37.17531532465004, 99.79093267045893, 124, 73, 55, 'Female', 53.57175052663987, 1.504182074913206, 0.13797911240814192, 51, 23.677454996537275, 90, 'Low Risk'),
(116016, 83, 13, '18:46.0', 36.36699367006586, 95.23223785, 130, 75, 66, 'Male', 71.40076968177354, 1.5292626986113893, 0.1362646881302117, 55, 30.53083642819905, 93.33333333333333, 'High Risk'),
(116017, 85, 15, '17:46.0', 36.398995174357516, 96.09262662, 139, 85, 80, 'Male', 59.863941192563445, 1.7858959177846914, 0.055091994, 54, 18.769513520730158, 103, 'Low Risk'),
(116018, 79, 19, '16:46.0', 36.88525228816555, 96.74836953698339, 135, 70, 82, 'Male', 51.96999785827875, 1.944848751488095, 0.11975131912228301, 65, 13.739819710180022, 91.66666666666666, 'High Risk'),
(116019, 87, 14, '15:46.0', 37.212913707804276, 96.30364760916493, 112, 81, 38, 'Male', 59.24060125706861, 1.9985994947020431, 0.11367735893893917, 31, 14.830913815244408, 91.33333333333333, 'High Risk'),
(116020, 96, 13, '14:46.0', 37.42142160554017, 98.79663398697807, 120, 84, 54, 'Male', 57.72981968131721, 1.504908380449906, 0.084649174, 36, 25.490601266643285, 96, 'High Risk'),
(116021, 65, 15, '13:46.0', 36.58596472, 98.98767702348682, 137, 75, 22, 'Male', 66.35168862760375, 1.710166537105537, 0.092346997, 62, 22.686900761773444, 95.66666666666666, 'Low Risk'),
(116022, 73, 16, '12:46.0', 36.79676465655928, 97.10083224401636, 132, 86, 85, 'Female', 83.79107398888306, 1.9084711836738562, 0.063175443, 46, 23.00522807873766, 101.33333333333333, 'Low Risk'),
(116023, 74, 13, '11:46.0', 37.22006407, 96.98230126125524, 128, 75, 42, 'Male', 81.47187656744558, 1.989873380434552, 0.09843223, 53, 20.575804987126286, 92.66666666666666, 'Low Risk'),
(116024, 81, 15, '10:46.0', 36.30821711293052, 95.49349499, 139, 79, 86, 'Male', 71.46573301471075, 1.9897248141649393, 0.066387707, 60, 18.051438675443634, 99, 'High Risk'),
(116025, 63, 18, '09:46.0', 36.604214899850014, 98.87868723228878, 112, 86, 78, 'Male', 66.40705872270803, 1.9470165711037888, 0.056387819, 26, 17.51761387699667, 94.66666666666667, 'High Risk'),
(116026, 82, 17, '08:46.0', 36.720034427383744, 99.67870664201783, 119, 77, 47, 'Male', 85.65360680381865, 1.754874198075867, 0.087461123, 42, 27.813374167207936, 91, 'Low Risk'),
(116027, 62, 14, '07:46.0', 36.720088594575955, 97.26558136251467, 131, 75, 39, 'Male', 58.57704542297189, 1.9399549046883509, 0.14646413937132588, 56, 15.564823245157001, 93.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(116028, 72, 15, '06:46.0', 37.15027265134075, 96.62161420441306, 128, 73, 78, 'Male', 59.463026896581376, 1.786791120545054, 0.1155741485017333, 55, 18.62513552386412, 91.33333333333333, 'Low Risk'),
(116029, 99, 16, '05:46.0', 36.08937052, 99.37270943, 113, 72, 75, 'Female', 50.794612165307015, 1.514027576847938, 0.14343256445253616, 41, 22.158995920316286, 85.66666666666667, 'High Risk'),
(116030, 71, 17, '04:46.0', 37.331337547731025, 98.09808241772443, 117, 80, 74, 'Female', 53.22081650986504, 1.5552343896256953, 0.1173251225737887, 37, 22.003401901559787, 92.33333333333333, 'Low Risk'),
(116031, 96, 13, '03:46.0', 36.98584874243042, 95.42502343, 133, 85, 51, 'Female', 65.8471348, 1.943777516495212, 0.10867078884611434, 48, 17.42784840332278, 101, 'High Risk'),
(116032, 60, 15, '02:46.0', 37.17339478727163, 97.07588010897945, 124, 81, 32, 'Female', 57.50870225167398, 1.9149978915791326, 0.11862190333107556, 43, 15.68183814366391, 95.33333333333333, 'High Risk'),
(116033, 98, 13, '01:46.0', 36.27094842591403, 96.13063235600112, 132, 88, 64, 'Female', 84.75853278487787, 1.6157485142740124, 0.14901283872234364, 44, 32.46653192, 102.66666666666667, 'High Risk'),
(116034, 84, 12, '00:46.0', 36.98736925009869, 96.14660322571159, 132, 82, 26, 'Male', 81.70620805206909, 1.921713856794511, 0.13605246622717004, 50, 22.124711287937988, 98.66666666666666, 'Low Risk'),
(116035, 81, 12, '59:46.0', 36.77994993484074, 96.46679897997147, 120, 74, 63, 'Female', 85.01499771633235, 1.8357484281431669, 0.10037449259590063, 46, 25.227209711049202, 89.33333333333333, 'Low Risk'),
(116036, 75, 13, '58:46.0', 36.41571069384138, 95.80077626441313, 117, 73, 56, 'Male', 63.63749911573003, 1.842436221877994, 0.12219833750383652, 44, 18.746844526837133, 87.66666666666667, 'Low Risk'),
(116037, 80, 13, '57:46.0', 37.16313748534162, 98.99941751187366, 124, 80, 51, 'Male', 72.13606775441744, 1.592249943678555, 0.12955982952635742, 44, 28.453125548987312, 94.66666666666667, 'Low Risk'),
(116038, 67, 19, '56:46.0', 36.047889564172536, 98.53721424098647, 122, 70, 37, 'Male', 54.139215478137984, 1.934500651, 0.08480366, 52, 14.466857301886979, 87.33333333333333, 'High Risk'),
(116039, 93, 15, '55:46.0', 36.37052117, 96.58362916595671, 112, 86, 82, 'Male', 94.29407220790753, 1.8181215549895167, 0.091231558, 26, 28.52584777606935, 94.66666666666667, 'High Risk'),
(116040, 96, 12, '54:46.0', 36.23281733262743, 98.45238423174305, 116, 83, 71, 'Female', 74.49723903, 1.8470543994933935, 0.12014417967802135, 33, 21.83638810347408, 94, 'High Risk'),
(116041, 95, 13, '53:46.0', 36.473654664056035, 95.38392778162863, 117, 70, 79, 'Female', 67.34575402620936, 1.8801326354677605, 0.063300728, 47, 19.051678485934712, 85.66666666666667, 'High Risk'),
(116042, 62, 14, '52:46.0', 36.76297668310347, 98.71804677082233, 137, 84, 62, 'Male', 73.11993322, 1.5515983976230094, 0.12661591640974984, 53, 30.37226225702368, 101.66666666666666, 'High Risk'),
(116043, 84, 16, '51:46.0', 36.79980641317066, 99.26204456259946, 117, 79, 32, 'Male', 98.09497495945658, 1.6787364943564145, 0.088369884, 38, 34.80821054236369, 91.66666666666667, 'High Risk'),
(116044, 68, 16, '50:46.0', 36.115603503096494, 95.66678576871375, 116, 75, 53, 'Male', 64.70219693161272, 1.5912765766886432, 0.087299656, 41, 25.552164046606475, 88.66666666666667, 'Low Risk'),
(116045, 61, 12, '49:46.0', 36.19457619148477, 99.85495165015021, 119, 87, 61, 'Male', 64.47640402626423, 1.9885201591497395, 0.068662056, 32, 16.305751214984816, 97.66666666666667, 'High Risk'),
(116046, 82, 19, '48:46.0', 37.477252015611384, 97.14806442091661, 122, 78, 41, 'Female', 86.52740456220909, 1.7002224946964137, 0.096066766, 44, 29.932442812178863, 92.66666666666667, 'Low Risk'),
(116047, 83, 13, '47:46.0', 36.879910059374055, 98.43074695835814, 138, 71, 28, 'Female', 65.43252686288851, 1.5374979545260448, 0.11431140583936303, 67, 27.67990522667207, 93.33333333333333, 'Low Risk'),
(116048, 66, 15, '46:46.0', 36.82594226369309, 95.71511191588006, 114, 78, 29, 'Male', 67.62251850699721, 1.5966309166475818, 0.14082832623229902, 36, 26.52664175989075, 90, 'Low Risk'),
(116049, 99, 17, '45:46.0', 36.863799956529874, 98.15246040565003, 124, 89, 34, 'Female', 60.689426716017344, 1.7162415603174834, 0.12014084106221697, 35, 20.60422130562092, 100.66666666666667, 'High Risk'),
(116050, 89, 13, '44:46.0', 36.41478055455839, 96.22583643, 138, 82, 73, 'Male', 56.79378763088934, 1.7711044080622838, 0.13797080316508675, 56, 18.105582648367065, 100.66666666666666, 'High Risk'),
(116051, 87, 16, '43:46.0', 37.031651590437654, 95.74901861985046, 116, 73, 22, 'Female', 51.90340521229173, 1.570676614579011, 0.076199526, 43, 21.03886447519851, 87.33333333333333, 'Low Risk'),
(116052, 87, 19, '42:46.0', 36.381013031216035, 95.71675272182817, 135, 88, 42, 'Female', 72.93826983426192, 1.7245033605577034, 0.1340255722815505, 47, 24.526036326673374, 103.66666666666667, 'Low Risk'),
(116053, 75, 15, '41:46.0', 36.61018510647715, 96.93993108773628, 133, 85, 88, 'Female', 94.64333686399698, 1.9707535464190236, 0.094838943, 48, 24.368309973247666, 101, 'Low Risk'),
(116054, 77, 12, '40:46.0', 36.31210896617817, 96.23109195991378, 133, 73, 41, 'Male', 99.08971652643058, 1.8016710530708786, 0.11848789773609499, 60, 30.526540122390728, 93, 'High Risk'),
(116055, 84, 12, '39:46.0', 36.60400654774879, 98.11359778923268, 117, 77, 19, 'Male', 61.423481234689916, 1.8404299030217368, 0.12569583513100213, 40, 18.13409409393005, 90.33333333333333, 'High Risk'),
(116056, 94, 14, '38:46.0', 37.252757726043036, 96.47535220298283, 132, 89, 47, 'Female', 84.15988411253599, 1.742423488591803, 0.05488646, 43, 27.720285247807404, 103.33333333333333, 'High Risk'),
(116057, 73, 18, '37:46.0', 37.23310928727534, 97.54998744, 135, 84, 51, 'Male', 93.52139686909587, 1.7413418001628624, 0.097263245, 51, 30.84202853113387, 101, 'High Risk'),
(116058, 93, 14, '36:46.0', 36.07156101016816, 97.98947455459857, 114, 83, 85, 'Male', 85.29252165075741, 1.9751919230263701, 0.14864846811844581, 31, 21.862123956483217, 93.33333333333333, 'High Risk'),
(116059, 99, 13, '35:46.0', 37.41191557401352, 99.68476651646402, 114, 89, 80, 'Female', 75.45885968897787, 1.9502356095242401, 0.090274564, 25, 19.839744457567782, 97.33333333333333, 'High Risk'),
(116060, 86, 15, '34:46.0', 36.806840435575154, 99.3459061, 134, 78, 85, 'Male', 76.56802621770782, 1.8876015100082786, 0.084741731, 56, 21.48952518340198, 96.66666666666666, 'Low Risk'),
(116061, 85, 19, '33:46.0', 36.29106338250616, 99.57994147326866, 138, 79, 65, 'Male', 53.738218767333265, 1.5217300346280003, 0.10966012693685973, 59, 23.20641434074431, 98.66666666666666, 'Low Risk'),
(116062, 73, 17, '32:46.0', 36.77768634297056, 98.51181665, 118, 87, 87, 'Female', 90.30812431381483, 1.7719101494218665, 0.058843714, 31, 28.76361258263398, 97.33333333333333, 'Low Risk'),
(116063, 95, 12, '31:46.0', 36.88635678469215, 96.35406383082878, 126, 80, 44, 'Male', 98.87260714601311, 1.9055512195219018, 0.12606580091865469, 46, 27.22919065, 95.33333333333333, 'High Risk'),
(116064, 66, 14, '30:46.0', 36.92891829048109, 96.87175272, 122, 74, 61, 'Male', 91.52603286246071, 1.7174648801807293, 0.1083868241989226, 48, 31.029080661258998, 90, 'High Risk'),
(116065, 74, 13, '29:46.0', 36.28743842550208, 96.80706901381423, 126, 85, 70, 'Female', 57.93694387, 1.8403026247085217, 0.076012257, 41, 17.107127479223394, 98.66666666666667, 'High Risk'),
(116066, 86, 17, '28:46.0', 36.289947020854115, 98.46701160223411, 139, 73, 42, 'Male', 93.47902615354809, 1.6934839455590498, 0.09380609, 66, 32.59507702702738, 95, 'High Risk'),
(116067, 60, 18, '27:46.0', 37.27493972162866, 96.03177937295402, 131, 84, 19, 'Male', 55.88835024810113, 1.5780382686001344, 0.069919242, 47, 22.443274850550214, 99.66666666666667, 'Low Risk'),
(116068, 90, 19, '26:46.0', 37.33752867074604, 96.61760883769256, 122, 85, 85, 'Female', 53.366123066709605, 1.552049433296725, 0.07838557, 37, 22.154122574999302, 97.33333333333333, 'Low Risk'),
(116069, 79, 12, '25:46.0', 37.48498432064221, 96.82657715832083, 127, 84, 55, 'Male', 61.86629104769214, 1.886758205003554, 0.14520722082842297, 43, 17.37887204948376, 98.33333333333333, 'High Risk'),
(116070, 81, 12, '24:46.0', 36.30272082901848, 95.86945608734436, 117, 73, 83, 'Female', 53.080434810765645, 1.527293829690062, 0.12092550234052081, 44, 22.755651676695717, 87.66666666666667, 'Low Risk'),
(116071, 97, 18, '23:46.0', 36.348123208846005, 95.16525761533087, 119, 73, 50, 'Female', 83.50883258216732, 1.572913086989798, 0.095662625, 46, 33.753822381131734, 88.33333333333333, 'High Risk'),
(116072, 79, 16, '22:46.0', 37.04908752692279, 95.98694663900407, 131, 70, 87, 'Female', 98.91820422046246, 1.6946643456579662, 0.10861747567661098, 61, 34.44362393120392, 90.33333333333333, 'High Risk'),
(116073, 90, 16, '21:46.0', 36.28101675057957, 96.65614543090496, 117, 85, 43, 'Male', 55.63283998174222, 1.7987765604231325, 0.050888679594131125, 32, 17.193994807138456, 95.66666666666667, 'High Risk'),
(116074, 89, 19, '20:46.0', 37.00786849802357, 98.03708527592012, 127, 71, 25, 'Female', 97.71071367288285, 1.9901264764441295, 0.1464229609703449, 56, 24.670663531781628, 89.66666666666666, 'Low Risk'),
(116075, 99, 16, '19:46.0', 36.077047878588715, 97.67689999, 120, 78, 50, 'Female', 89.47669752595343, 1.5605009319984984, 0.13269639990552234, 42, 36.74361498274919, 92, 'High Risk'),
(116076, 78, 14, '18:46.0', 37.35814556363841, 99.54378023623697, 131, 85, 20, 'Female', 70.75677385898913, 1.638604901, 0.052545634379693874, 46, 26.35236055660616, 100.33333333333333, 'Low Risk'),
(116077, 79, 13, '17:46.0', 37.10362365483964, 98.39938254422198, 116, 84, 28, 'Male', 61.00338396, 1.919981913906693, 0.086047002, 32, 16.548538753456047, 94.66666666666667, 'High Risk'),
(116078, 63, 15, '16:46.0', 37.14768945664676, 99.77144207943047, 126, 73, 51, 'Male', 77.74106893024555, 1.6530067532956996, 0.10326826033690081, 53, 28.451243468760154, 90.66666666666666, 'Low Risk'),
(116079, 74, 13, '15:46.0', 36.98984507654528, 99.89240568762884, 117, 81, 38, 'Female', 75.03585175, 1.678472006669339, 0.050897634, 36, 26.634258566741913, 93, 'Low Risk'),
(116080, 84, 15, '14:46.0', 37.204268246459314, 96.47542318468501, 118, 84, 45, 'Female', 79.73290661583538, 1.7326729529104223, 0.10271649580263637, 34, 26.55855267187721, 95.33333333333333, 'Low Risk'),
(116081, 65, 19, '13:46.0', 36.18007273856972, 95.72044973620449, 139, 83, 66, 'Male', 82.83280509614258, 1.7398895776780487, 0.062978438, 56, 27.36270293949659, 101.66666666666666, 'Low Risk'),
(116082, 62, 15, '12:46.0', 36.9352181, 97.752438, 123, 74, 72, 'Female', 89.62639765351429, 1.8054809988465432, 0.11107907865005939, 49, 27.494770363213448, 90.33333333333333, 'Low Risk'),
(116083, 67, 15, '11:46.0', 37.20278931130119, 96.70608789600915, 118, 81, 37, 'Female', 98.73841418235519, 1.5312866218374777, 0.086622824, 37, 42.10882966713158, 93.33333333333333, 'High Risk'),
(116084, 89, 17, '10:46.0', 37.19193912636903, 96.03438745, 124, 89, 31, 'Female', 99.45483442105218, 1.814341101423424, 0.11828600029821393, 35, 30.212594416908384, 100.66666666666667, 'High Risk'),
(116085, 65, 12, '09:46.0', 36.67967844891507, 97.80204352934416, 126, 78, 37, 'Male', 50.69859115406555, 1.6661170539840229, 0.080489032, 48, 18.26353627476457, 94, 'High Risk'),
(116086, 97, 15, '08:46.0', 36.53442122374768, 95.29130419287748, 117, 73, 67, 'Male', 90.74577040088408, 1.723282969711099, 0.08246128, 44, 30.557174884120517, 87.66666666666667, 'High Risk'),
(116087, 62, 17, '07:46.0', 36.54531081864271, 95.25891615231603, 118, 75, 44, 'Male', 96.40181689948008, 1.6024150180777856, 0.12382939469244619, 43, 37.54353878681211, 89.33333333333333, 'High Risk'),
(116088, 94, 15, '06:46.0', 37.086306878268964, 95.41641987682354, 127, 87, 32, 'Male', 77.39469629, 1.61274604, 0.099677916, 40, 29.756320796704525, 100.33333333333333, 'High Risk'),
(116089, 72, 18, '05:46.0', 37.402424914300674, 97.82322178767636, 136, 71, 50, 'Male', 83.63782390846048, 1.7830249898306367, 0.052019938, 65, 26.30800191114279, 92.66666666666666, 'Low Risk'),
(116090, 84, 13, '04:46.0', 36.12384989270072, 99.71602518787635, 118, 71, 69, 'Male', 79.39902125106062, 1.7435372783727257, 0.089561645, 47, 26.118767177075306, 86.66666666666667, 'Low Risk'),
(116091, 78, 13, '03:46.0', 36.51517465, 95.27436632855192, 137, 77, 56, 'Male', 81.82563763993033, 1.6444301336537095, 0.14317051338553488, 60, 30.259276883846574, 97, 'High Risk'),
(116092, 89, 18, '02:46.0', 37.25174122408736, 95.03723814050993, 133, 74, 42, 'Female', 90.90999420325528, 1.8122411976452186, 0.1365547009222065, 59, 27.680863395008483, 93.66666666666666, 'Low Risk'),
(116093, 89, 14, '01:46.0', 37.10874379133479, 99.99773754249453, 121, 78, 79, 'Female', 79.69617433733156, 1.6390724895504922, 0.072862632, 43, 29.66478139207915, 92.33333333333333, 'Low Risk'),
(116094, 65, 17, '00:46.0', 36.08185984527009, 95.91111766609232, 136, 70, 77, 'Male', 96.06532254491054, 1.8628504627957425, 0.052189801, 66, 27.682840929496376, 92, 'Low Risk'),
(116095, 68, 13, '59:46.0', 37.33664815871901, 96.51732932174104, 117, 86, 66, 'Male', 81.73961791404342, 1.8770308820314316, 0.076066578, 31, 23.200095221688237, 96.33333333333333, 'Low Risk'),
(116096, 96, 15, '58:46.0', 36.82062735259052, 97.80079183150718, 135, 88, 80, 'Male', 50.794495435018014, 1.8516714452067293, 0.075452229, 47, 14.81456119, 103.66666666666667, 'High Risk'),
(116097, 81, 15, '57:46.0', 37.32002291224903, 98.74136068109135, 122, 71, 22, 'Female', 64.37815973209673, 1.6496616085808722, 0.13086891955200092, 51, 23.65640916018091, 88, 'Low Risk'),
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(116274, 85, 15, '00:46.0', 37.140474744125356, 99.66435271212296, 133, 79, 44, 'Female', 95.08298519003495, 1.761823773, 0.096407953, 54, 30.632177962944613, 97, 'High Risk'),
(116275, 97, 14, '59:46.0', 37.120897819979604, 97.51096279679639, 123, 85, 41, 'Female', 50.49386612349435, 1.6815181519692266, 0.051706576, 38, 17.85811044, 97.66666666666667, 'High Risk'),
(116276, 76, 12, '58:46.0', 36.66670098023685, 98.46441796166218, 133, 80, 61, 'Female', 77.11780801792683, 1.897450123484845, 0.14091366536497557, 53, 21.41972738419587, 97.66666666666666, 'Low Risk'),
(116277, 98, 19, '57:46.0', 37.49753498709299, 97.41931011163224, 133, 80, 22, 'Female', 50.87605960826046, 1.5197357423765765, 0.081902653, 53, 22.02811383522482, 97.66666666666666, 'High Risk'),
(116278, 63, 19, '56:46.0', 37.137742065996854, 97.16659794591203, 119, 82, 69, 'Female', 79.69442164185202, 1.7253743145315696, 0.11072237219365874, 37, 26.77079486979756, 94.33333333333333, 'Low Risk'),
(116279, 82, 14, '55:46.0', 36.78742543, 99.06074619383283, 128, 73, 47, 'Male', 96.81917600695166, 1.925452522, 0.14542237959024523, 55, 26.115344184094855, 91.33333333333333, 'Low Risk'),
(116280, 97, 12, '54:46.0', 36.652158335463525, 96.28631132242938, 113, 85, 38, 'Female', 85.43192945426864, 1.6579734864818745, 0.14968857344650244, 28, 31.078858016741847, 94.33333333333333, 'High Risk'),
(116281, 83, 14, '53:46.0', 36.73315601570797, 99.36503526960944, 133, 81, 83, 'Female', 53.61493572, 1.8750184729186548, 0.12325787574403257, 52, 15.250170106274526, 98.33333333333333, 'High Risk'),
(116282, 90, 19, '52:46.0', 37.06004062784328, 97.63367523400197, 123, 71, 69, 'Female', 50.23087887178145, 1.6861121299075352, 0.090377337, 52, 17.668426389619817, 88.33333333333333, 'High Risk'),
(116283, 79, 15, '51:46.0', 36.59816753505169, 96.13532457748056, 121, 89, 76, 'Female', 82.93294344773695, 1.8141134533521943, 0.061158628, 32, 25.19986368386922, 99.66666666666667, 'Low Risk'),
(116284, 77, 13, '50:46.0', 36.54476848, 99.06416141114657, 114, 85, 31, 'Female', 57.74455281351744, 1.7429634843547217, 0.11325326753740395, 29, 19.00791342494794, 94.66666666666667, 'Low Risk'),
(116285, 97, 12, '49:46.0', 36.611593216980616, 99.79318068880744, 137, 73, 19, 'Female', 52.48124522821334, 1.7072430709181066, 0.106393168, 64, 18.005841113624108, 94.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(116287, 81, 14, '47:46.0', 36.876420644770825, 95.06771234, 132, 80, 70, 'Female', 94.76042783670704, 1.541890219834534, 0.062861503, 52, 39.85842241061842, 97.33333333333333, 'High Risk'),
(116288, 64, 18, '46:46.0', 37.28218660445236, 97.61000726257917, 127, 72, 42, 'Female', 73.40249624330241, 1.9815566831152127, 0.051645668, 55, 18.69381022393314, 90.33333333333333, 'Low Risk'),
(116289, 72, 16, '45:46.0', 36.46712276258829, 95.55652707454871, 131, 76, 79, 'Female', 55.78107959290116, 1.9811979238406483, 0.050483088826823924, 55, 14.21121425063142, 94.33333333333333, 'High Risk'),
(116290, 80, 16, '44:46.0', 37.43427849350059, 97.47720938055403, 129, 71, 56, 'Female', 53.404780357299074, 1.9916394926289633, 0.064252444, 58, 13.46352169308907, 90.33333333333333, 'High Risk'),
(116291, 66, 15, '43:46.0', 36.49459513653616, 98.72814835460959, 127, 87, 41, 'Female', 95.16839703945308, 1.9919946179151844, 0.092987796, 40, 23.98371379669472, 100.33333333333333, 'Low Risk'),
(116292, 80, 12, '42:46.0', 36.73056259935787, 96.04744764164904, 135, 76, 58, 'Male', 91.75906717401702, 1.6890028030368234, 0.083298092, 59, 32.16534761, 95.66666666666666, 'High Risk'),
(116293, 93, 14, '41:46.0', 36.61965986265157, 98.76520876022053, 130, 70, 63, 'Male', 78.10007379211632, 1.519699386563782, 0.14116196480455984, 60, 33.817077118289575, 90, 'High Risk'),
(116294, 97, 14, '40:46.0', 36.68251898364254, 99.79812146499272, 126, 79, 63, 'Male', 99.39699895793831, 1.5358728406985012, 0.068769632, 47, 42.136916420171836, 94.66666666666667, 'High Risk'),
(116295, 67, 18, '39:46.0', 36.984357921107936, 98.84642543561972, 110, 77, 19, 'Male', 56.728599783371614, 1.9020246758377983, 0.1205165293653706, 33, 15.680856130376174, 88, 'High Risk'),
(116296, 82, 19, '38:46.0', 37.493583563603856, 96.66116710830175, 138, 85, 66, 'Female', 99.46465169289704, 1.9399704563970757, 0.12907348938233681, 53, 26.428866295324628, 102.66666666666666, 'Low Risk'),
(116297, 93, 15, '37:46.0', 36.34781849, 97.53122465160777, 132, 88, 77, 'Female', 96.37797206281962, 1.6379853190947484, 0.052368817700178996, 44, 35.92177381364542, 102.66666666666667, 'High Risk'),
(116298, 75, 18, '36:46.0', 36.03207408, 96.67086529103499, 137, 85, 65, 'Male', 69.55811958804591, 1.7922813946404692, 0.067928616, 52, 21.65386575241773, 102.33333333333333, 'Low Risk'),
(116299, 76, 14, '35:46.0', 36.36913341123196, 97.13039821834488, 113, 84, 50, 'Male', 99.85490792, 1.9788275602439591, 0.051550344, 29, 25.500782948368894, 93.66666666666667, 'Low Risk'),
(116300, 67, 14, '34:46.0', 37.21123490882562, 98.74308032424588, 118, 78, 31, 'Male', 85.37087118894374, 1.664821409440347, 0.10331396105163876, 40, 30.801680299392064, 91.33333333333333, 'High Risk'),
(116301, 87, 15, '33:46.0', 37.04813434979059, 99.30960688101585, 132, 84, 84, 'Male', 90.76390637621073, 1.7771250268657148, 0.1296974856835208, 48, 28.73936798207908, 100, 'Low Risk'),
(116302, 95, 17, '32:46.0', 36.44179773768349, 98.26589283470399, 111, 73, 88, 'Male', 95.02039038822667, 1.9155911693432601, 0.084336791, 38, 25.894716325382237, 85.66666666666667, 'High Risk'),
(116303, 63, 14, '31:46.0', 36.56653066882403, 99.38153394980853, 124, 79, 75, 'Female', 52.92611128902445, 1.5236978830331627, 0.058748504, 45, 22.79671434648422, 94, 'Low Risk'),
(116304, 82, 12, '30:46.0', 36.32734089413211, 97.42800880635174, 139, 87, 27, 'Female', 91.45940811, 1.9380427724697127, 0.080903227, 52, 24.350151695947154, 104.33333333333333, 'Low Risk'),
(116305, 99, 12, '29:46.0', 37.31926320105249, 95.57200175499246, 116, 88, 89, 'Male', 73.09377846465011, 1.5058357586044149, 0.14925204650763718, 28, 32.234816378703194, 97.33333333333333, 'High Risk'),
(116306, 72, 14, '28:46.0', 36.75015243118588, 99.69040985453265, 139, 80, 53, 'Male', 85.77905404, 1.5320002448530912, 0.14036712523057523, 59, 36.54799721842736, 99.66666666666666, 'High Risk'),
(116307, 88, 18, '27:46.0', 36.52557591688944, 99.64348422963661, 136, 77, 34, 'Female', 55.47008038, 1.8531761827496624, 0.11974917370580675, 59, 16.151965387850982, 96.66666666666666, 'High Risk'),
(116308, 71, 16, '26:46.0', 37.151867723691986, 95.32353617430284, 130, 86, 83, 'Male', 61.09948981658738, 1.9815363107390351, 0.089061187, 44, 15.560857079425189, 100.66666666666667, 'High Risk'),
(116309, 71, 17, '25:46.0', 36.453871941455375, 99.51850479768414, 113, 85, 18, 'Male', 73.82014600071284, 1.654967501, 0.127610022, 28, 26.952307937564143, 94.33333333333333, 'Low Risk'),
(116310, 81, 19, '24:46.0', 37.31786711988758, 98.95091703464819, 119, 86, 88, 'Female', 85.84713168234664, 1.853779485795914, 0.12749896856200651, 33, 24.980989990584476, 97, 'Low Risk'),
(116311, 74, 17, '23:46.0', 36.575336819561464, 96.03867451057843, 124, 89, 52, 'Female', 74.34681564595745, 1.8953349860157962, 0.1285608475923526, 35, 20.69619050331025, 100.66666666666667, 'Low Risk'),
(116312, 79, 17, '22:46.0', 36.17137943, 99.00027593965956, 127, 81, 62, 'Male', 75.04440922991527, 1.7453766910304607, 0.10669646399129931, 46, 24.634287149372156, 96.33333333333333, 'Low Risk'),
(116313, 62, 16, '21:46.0', 36.14639629878315, 98.52673379391568, 115, 81, 80, 'Male', 60.77337462937367, 1.6606758774620929, 0.11710271330890207, 34, 22.036549738198392, 92.33333333333333, 'Low Risk'),
(116314, 92, 13, '20:46.0', 36.22218573641234, 99.04665994751839, 110, 81, 23, 'Female', 80.38680728404114, 1.5548933135649556, 0.12791851593587034, 29, 33.249382813804445, 90.66666666666667, 'High Risk'),
(116315, 68, 12, '19:46.0', 36.16056914367573, 95.73143369997392, 135, 87, 59, 'Female', 76.07170289098678, 1.964885695156625, 0.10365658212121948, 48, 19.703734930397154, 103, 'Low Risk'),
(116316, 99, 15, '18:46.0', 37.36879526708168, 97.67851927869336, 139, 82, 30, 'Female', 60.76800456586248, 1.5600345608992812, 0.098185628, 57, 24.969309703825044, 101, 'High Risk'),
(116317, 69, 16, '17:46.0', 36.03981859317018, 96.03483828767163, 134, 77, 65, 'Male', 86.08771158105816, 1.5085967837208623, 0.078474415, 57, 37.82638238, 96, 'High Risk'),
(116318, 68, 14, '16:46.0', 37.45998634223837, 97.70733247135878, 134, 80, 88, 'Male', 53.60518078607389, 1.574922308917642, 0.102568921, 54, 21.611678353188726, 98, 'Low Risk'),
(116319, 68, 15, '15:46.0', 36.38439432240514, 98.09836735, 133, 81, 33, 'Male', 56.14696518, 1.8186072692205686, 0.12791584557513858, 52, 16.97651109449772, 98.33333333333333, 'High Risk'),
(116320, 95, 18, '14:46.0', 37.34139911, 97.26746618478535, 112, 87, 21, 'Female', 56.152572007889425, 1.6159051543262868, 0.12639740758112095, 25, 21.50492444067852, 95.33333333333333, 'High Risk'),
(116321, 78, 19, '13:46.0', 36.95768522739381, 96.55274080100298, 134, 80, 81, 'Male', 68.12873351, 1.5164104892602603, 0.13014583955472087, 54, 29.627619327343307, 98, 'Low Risk'),
(116322, 98, 18, '12:46.0', 36.35015161595388, 98.53303469682037, 137, 80, 34, 'Female', 82.49971883192958, 1.5109204140149748, 0.073953064, 57, 36.138430777580716, 99, 'High Risk'),
(116323, 87, 12, '11:46.0', 36.11299473845083, 96.36680998824586, 128, 82, 86, 'Female', 51.78707804356937, 1.5668107664909983, 0.1110589006229941, 46, 21.095426652630177, 97.33333333333333, 'Low Risk'),
(116324, 73, 16, '10:46.0', 37.03292187741032, 99.35699429860692, 138, 72, 72, 'Male', 89.67992021, 1.5597838022593196, 0.05691245, 66, 36.86093957446654, 94, 'High Risk'),
(116325, 88, 19, '09:46.0', 36.34992500224573, 96.48327335398487, 125, 74, 32, 'Male', 50.40721272386267, 1.6543370544198317, 0.11223171046859723, 51, 18.418094165519765, 91, 'High Risk'),
(116326, 67, 13, '08:46.0', 36.52532376097451, 98.75683519493515, 113, 80, 26, 'Male', 60.48308898, 1.5481079397001436, 0.072216543, 33, 25.236637367257863, 91, 'Low Risk'),
(116327, 88, 12, '07:46.0', 36.76294444994138, 98.99598954566011, 117, 75, 50, 'Male', 91.37040551300997, 1.5594124072618434, 0.11591644085089815, 42, 37.57366697212714, 89, 'High Risk'),
(116328, 77, 16, '06:46.0', 37.31643916680799, 99.78074326, 138, 89, 52, 'Male', 92.58972152670577, 1.5123591255277011, 0.094637959, 49, 40.48115689462495, 105.33333333333333, 'High Risk'),
(116329, 97, 16, '05:46.0', 37.247043959338285, 95.01075797050815, 114, 70, 61, 'Male', 85.55071910442126, 1.9127231310368606, 0.050915595708918696, 44, 23.38403457756417, 84.66666666666667, 'High Risk'),
(116330, 91, 15, '04:46.0', 37.33550242872249, 95.03452542831697, 110, 72, 45, 'Male', 89.06528654525749, 1.9012926347438408, 0.14363531929346757, 38, 24.638288589241867, 84.66666666666667, 'High Risk'),
(116331, 75, 16, '03:46.0', 37.28750497589228, 97.62135877, 123, 85, 78, 'Male', 63.026055746687874, 1.5323580832496784, 0.088797789, 38, 26.84105624050341, 97.66666666666667, 'Low Risk'),
(116332, 71, 17, '02:46.0', 36.86887384763747, 96.704019, 113, 87, 32, 'Female', 82.82369182187121, 1.8315221812125357, 0.065128654, 26, 24.690519038268672, 95.66666666666667, 'Low Risk'),
(116333, 95, 13, '01:46.0', 36.10917206109517, 97.10047601690145, 125, 74, 28, 'Female', 63.17934442599052, 1.8317001885631576, 0.10479864798241312, 51, 18.830694382312547, 91, 'High Risk'),
(116334, 89, 13, '00:46.0', 37.32007316564085, 96.16438739008679, 125, 88, 79, 'Male', 51.89561617326931, 1.8716775273515076, 0.10557204314450394, 37, 14.81387313, 100.33333333333333, 'High Risk'),
(116335, 75, 17, '59:46.0', 36.76966421324345, 95.93602973500236, 131, 80, 39, 'Male', 76.23045864712806, 1.615921427078806, 0.057115021, 51, 29.193626896549024, 97, 'Low Risk'),
(116336, 69, 16, '58:46.0', 37.33355815088621, 95.05878476297802, 113, 77, 34, 'Female', 96.09069029102096, 1.7527633262084703, 0.082993434, 36, 31.277696255706957, 89, 'High Risk'),
(116337, 79, 17, '57:46.0', 36.95021828861075, 98.00801693181867, 114, 77, 77, 'Female', 67.49292928381229, 1.8095946662442912, 0.055553847654584036, 37, 20.61083860381189, 89.33333333333333, 'Low Risk'),
(116338, 61, 16, '56:46.0', 36.85586674260717, 99.68589554243417, 122, 85, 61, 'Female', 76.81643284808916, 1.7086669886487305, 0.077122243, 37, 26.311116519081573, 97.33333333333333, 'Low Risk'),
(116339, 84, 18, '55:46.0', 36.574419603335606, 97.15742916626465, 124, 71, 46, 'Female', 55.55524903282984, 1.6630310297916149, 0.092562405, 53, 20.08743079216175, 88.66666666666666, 'Low Risk'),
(116340, 73, 18, '54:46.0', 36.04917791329617, 99.85446701327436, 131, 73, 85, 'Female', 81.45779213, 1.6923455536815286, 0.06905065, 58, 28.441634111909835, 92.33333333333333, 'Low Risk'),
(116341, 79, 13, '53:46.0', 36.60813441336277, 99.34030134778487, 129, 80, 86, 'Male', 78.54065898808823, 1.8902308755019073, 0.075957571, 49, 21.98188013297969, 96.33333333333333, 'Low Risk'),
(116342, 98, 18, '52:46.0', 37.26167828483172, 99.32148193580089, 135, 73, 58, 'Male', 77.61569910146642, 1.9826009423601527, 0.10421365775801283, 62, 19.745992016363346, 93.66666666666666, 'High Risk'),
(116343, 85, 15, '51:46.0', 36.95412598, 98.04365895842986, 137, 88, 41, 'Female', 89.05650706273218, 1.735833116179887, 0.10678976143935354, 49, 29.55627633166787, 104.33333333333333, 'Low Risk'),
(116344, 67, 15, '50:46.0', 36.227514594683804, 97.23236397426503, 123, 71, 55, 'Male', 65.92986768171069, 1.601022526008926, 0.072349433, 52, 25.72096860894588, 88.33333333333333, 'Low Risk'),
(116345, 77, 14, '49:46.0', 37.415984268660395, 98.43867521421807, 115, 87, 66, 'Male', 91.40298917945188, 1.7997721015237422, 0.082864597, 28, 28.21794403984433, 96.33333333333333, 'Low Risk'),
(116346, 86, 18, '48:46.0', 36.854106884427914, 97.06446912250917, 115, 70, 42, 'Male', 86.58446857996611, 1.510840017404465, 0.063216534, 45, 37.93176374815945, 85, 'High Risk'),
(116347, 71, 12, '47:46.0', 36.855364880719776, 95.26192396, 137, 78, 86, 'Male', 53.94964191502532, 1.5289410984487402, 0.13845499842280973, 59, 23.078472296091725, 97.66666666666666, 'Low Risk'),
(116348, 68, 13, '46:46.0', 36.81041670798949, 98.95225329774995, 119, 84, 27, 'Female', 79.39125151596528, 1.7771175264460173, 0.14918522990095118, 35, 25.13855719, 95.66666666666667, 'Low Risk'),
(116349, 67, 13, '45:46.0', 36.809357926253114, 99.33235706720986, 121, 72, 55, 'Male', 73.15643953194018, 1.8469228253856889, 0.10504379573819947, 49, 21.44643266700439, 88.33333333333333, 'Low Risk'),
(116350, 88, 18, '44:46.0', 36.384968297629726, 96.87941673434567, 112, 89, 34, 'Male', 80.61013788101758, 1.815805225, 0.087636859, 23, 24.448439325050572, 96.66666666666667, 'Low Risk'),
(116351, 63, 13, '43:46.0', 37.42461831699441, 97.19117709695948, 139, 87, 72, 'Female', 98.62778291, 1.8256522526274468, 0.14041355370384906, 52, 29.591239423600417, 104.33333333333333, 'Low Risk'),
(116352, 60, 18, '42:46.0', 36.342292545947515, 96.20631365565475, 126, 79, 82, 'Male', 92.30466305561747, 1.7548746192103857, 0.09831847, 47, 29.97308571747384, 94.66666666666667, 'Low Risk'),
(116353, 83, 15, '41:46.0', 37.18224178117653, 95.46101880924168, 127, 82, 33, 'Male', 62.98765439089419, 1.8439473564707005, 0.12556351865533655, 45, 18.525007810264007, 97, 'Low Risk'),
(116354, 67, 12, '40:46.0', 36.71064656944715, 95.74520820819397, 111, 85, 82, 'Male', 77.85465166955369, 1.8030182791303038, 0.095903134, 26, 23.94883030203437, 93.66666666666667, 'Low Risk'),
(116355, 65, 14, '39:46.0', 37.160966348327236, 98.74806247952357, 138, 80, 59, 'Male', 77.12105270837819, 1.7323758826667244, 0.065217169, 58, 25.69737078635701, 99.33333333333333, 'Low Risk'),
(116356, 95, 12, '38:46.0', 36.79442713135288, 99.54683548995976, 123, 75, 60, 'Male', 61.119268878992855, 1.6951514355639312, 0.11811027914278711, 48, 21.26968934970296, 91, 'High Risk'),
(116357, 87, 16, '37:46.0', 36.124420994415686, 97.63345376, 134, 82, 86, 'Male', 83.54283648005895, 1.8701283114842517, 0.11758447587077765, 52, 23.887263847504794, 99.33333333333333, 'Low Risk'),
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(116533, 80, 13, '41:46.0', 36.46196945700033, 98.18826118280494, 125, 70, 57, 'Male', 83.43244471817262, 1.8332411250758085, 0.074969029, 55, 24.825373256509994, 88.33333333333333, 'Low Risk'),
(116534, 83, 13, '40:46.0', 36.48782899, 97.20522254322088, 111, 86, 34, 'Male', 92.09932787849826, 1.5977341192453864, 0.050276182, 25, 36.07841432621594, 94.33333333333333, 'High Risk'),
(116535, 96, 13, '39:46.0', 36.364384375615664, 95.85687241625011, 113, 88, 29, 'Male', 66.15683078533999, 1.8895916657331386, 0.13652841984753938, 25, 18.528436046691446, 96.33333333333333, 'High Risk'),
(116536, 82, 18, '38:46.0', 36.34110171707151, 95.48430160146343, 125, 81, 89, 'Male', 87.90957832226306, 1.9716355594083455, 0.062137431, 44, 22.61428766642872, 95.66666666666667, 'Low Risk'),
(116537, 85, 18, '37:46.0', 36.53151727379791, 98.05058533507854, 110, 71, 67, 'Female', 57.173009169893085, 1.9299597281972376, 0.081550897, 39, 15.349511453633742, 84, 'High Risk'),
(116538, 67, 15, '36:46.0', 36.80609446054177, 98.33797992, 130, 83, 72, 'Female', 92.54171354391991, 1.650870659916941, 0.076358358, 47, 33.95560232, 98.66666666666667, 'High Risk'),
(116539, 74, 19, '35:46.0', 37.16927413612665, 96.46825026361212, 119, 84, 51, 'Male', 55.017365029719166, 1.6696101048051828, 0.056162216, 35, 19.736478130117888, 95.66666666666667, 'Low Risk'),
(116540, 70, 12, '34:46.0', 36.579917136767335, 95.33010155540589, 124, 81, 80, 'Male', 50.024044432898215, 1.928548532437975, 0.14150364114158617, 43, 13.449856676885346, 95.33333333333333, 'High Risk'),
(116541, 98, 15, '33:46.0', 37.37673654013308, 98.67651853300886, 121, 81, 64, 'Female', 52.62762800887403, 1.9638873230487355, 0.090364818, 40, 13.645223790016981, 94.33333333333333, 'High Risk'),
(116542, 79, 15, '32:46.0', 36.52550075011497, 96.08596702858613, 135, 84, 60, 'Female', 79.51425812648829, 1.8335193658376943, 0.11660658492965827, 51, 23.652334293319345, 101, 'Low Risk'),
(116543, 74, 19, '31:46.0', 36.79281761800134, 99.57444340706869, 121, 84, 29, 'Female', 98.14408406346175, 1.819200416268323, 0.082918772, 37, 29.655348552255095, 96.33333333333333, 'Low Risk'),
(116544, 60, 19, '30:46.0', 36.32428028944601, 95.64952272571827, 119, 74, 20, 'Male', 61.625431221122824, 1.5783365401481284, 0.11861658355090599, 45, 24.73778150028305, 89, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(116546, 86, 14, '28:46.0', 36.315420155910275, 99.08215041312532, 139, 87, 32, 'Male', 51.94233563223908, 1.7089750943448714, 0.1320199068956015, 52, 17.784841823139683, 104.33333333333333, 'High Risk'),
(116547, 64, 14, '27:46.0', 36.25117063890601, 98.72240232504369, 121, 73, 19, 'Male', 82.32708763408921, 1.7437956162332824, 0.14810148193441747, 48, 27.073947921552666, 89, 'Low Risk'),
(116548, 82, 19, '26:46.0', 36.44998240372458, 99.17121507389444, 114, 85, 72, 'Female', 81.70577093679202, 1.8405608672490377, 0.10476822585399491, 29, 24.118614938000164, 94.66666666666667, 'Low Risk'),
(116549, 88, 19, '25:46.0', 36.19178680459551, 96.90927523281535, 114, 74, 73, 'Male', 75.72765237112128, 1.8772415658629442, 0.061846318, 40, 21.488899260108862, 87.33333333333333, 'Low Risk'),
(116550, 86, 14, '24:46.0', 36.169422413074955, 99.32300385218822, 114, 77, 20, 'Male', 93.78769358424864, 1.5939889171575135, 0.1461014868625452, 37, 36.91265307, 89.33333333333333, 'High Risk'),
(116551, 74, 14, '23:46.0', 36.201083687462805, 96.88574974660027, 128, 88, 79, 'Male', 55.191536355341796, 1.6100687843884636, 0.10834303296656586, 40, 21.29039031555556, 101.33333333333333, 'Low Risk'),
(116552, 77, 12, '22:46.0', 36.42566048, 98.03023991833138, 134, 84, 83, 'Male', 99.08341663970226, 1.627442406, 0.068444911, 50, 37.410173084166935, 100.66666666666666, 'High Risk'),
(116553, 72, 13, '21:46.0', 36.75303140613343, 99.61160003716138, 118, 88, 46, 'Female', 64.14617275687259, 1.5511063152740154, 0.14223778485797506, 30, 26.661686496830008, 98, 'Low Risk'),
(116554, 78, 13, '20:46.0', 36.46194635342723, 96.63275595699933, 139, 71, 55, 'Female', 54.01927114903328, 1.8833636854289764, 0.14046920351210382, 68, 15.229313813928949, 93.66666666666666, 'High Risk'),
(116555, 76, 13, '19:46.0', 36.50679192702792, 96.81312634678858, 124, 78, 25, 'Male', 61.34603893399689, 1.716070837967713, 0.086187083, 46, 20.83128705433049, 93.33333333333333, 'Low Risk'),
(116556, 72, 14, '18:46.0', 36.37224022847133, 98.70457214898705, 132, 71, 48, 'Female', 85.45067139159448, 1.5583567036812929, 0.070302666, 61, 35.186958778513315, 91.33333333333333, 'High Risk'),
(116557, 95, 17, '17:46.0', 37.28704780675009, 98.08178794202018, 112, 76, 61, 'Female', 77.63787958257032, 1.915493259210742, 0.11121483442944022, 36, 21.159841467653273, 88, 'High Risk'),
(116558, 73, 14, '16:46.0', 36.543074896244065, 96.16152665184359, 136, 70, 73, 'Female', 93.49067625, 1.8990280646045625, 0.057661873, 66, 25.92421026551021, 92, 'Low Risk'),
(116559, 88, 17, '15:46.0', 36.488587364071265, 97.91757303, 126, 83, 67, 'Female', 76.93240387, 1.896552600180032, 0.098095607, 43, 21.38846012771992, 97.33333333333333, 'Low Risk'),
(116560, 65, 19, '14:46.0', 36.37881780910604, 97.59129635939378, 123, 79, 26, 'Male', 56.83584370847729, 1.8485673895308117, 0.065069266, 44, 16.63227804317079, 93.66666666666667, 'High Risk'),
(116561, 72, 12, '13:46.0', 36.230127868841926, 95.78189416150447, 113, 74, 44, 'Male', 94.72693974, 1.634816002784848, 0.14630430643405892, 39, 35.443430244583034, 87, 'High Risk'),
(116562, 95, 19, '12:46.0', 36.198142319265074, 99.53180595626401, 115, 85, 86, 'Female', 63.20104166, 1.6180953416271286, 0.1194394125492261, 30, 24.13881915462296, 95, 'High Risk'),
(116563, 96, 18, '11:46.0', 37.44088283970861, 97.66296168389155, 113, 80, 63, 'Female', 73.63539185158977, 1.6574633855562513, 0.10268861026703552, 33, 26.803944844110603, 91, 'High Risk'),
(116564, 87, 16, '10:46.0', 36.48349862993298, 96.34579191904702, 111, 86, 44, 'Female', 89.24160374653287, 1.5504381391466313, 0.059838976, 25, 37.12431767227902, 94.33333333333333, 'High Risk'),
(116565, 72, 18, '09:46.0', 36.78598539637348, 97.04035013379722, 128, 86, 19, 'Female', 81.43044123509839, 1.9297096721060032, 0.13085981137519548, 42, 21.867686584209018, 100, 'Low Risk'),
(116566, 72, 17, '08:46.0', 36.52722009009955, 96.71806632089196, 126, 71, 25, 'Female', 95.92523723308474, 1.5392782960115947, 0.06709189, 55, 40.48541452192454, 89.33333333333333, 'High Risk'),
(116567, 83, 19, '07:46.0', 37.24063916751445, 95.04427208369715, 116, 76, 56, 'Female', 62.69751324115929, 1.589631490724438, 0.097125606, 40, 24.81175023016218, 89.33333333333333, 'Low Risk'),
(116568, 76, 14, '06:46.0', 37.08315888658042, 99.2487194, 111, 75, 69, 'Female', 58.372601133774495, 1.709157068786717, 0.099557526, 36, 19.98228253286089, 87, 'Low Risk'),
(116569, 67, 13, '05:46.0', 37.39029215515981, 97.16183814317542, 110, 71, 68, 'Female', 85.24593043125466, 1.9948989639777057, 0.086362851, 39, 21.42061056983376, 84, 'Low Risk'),
(116570, 62, 14, '04:46.0', 36.91207722608673, 95.19636718, 122, 72, 88, 'Female', 74.62631099255637, 1.6911394989394604, 0.13934055085384428, 50, 26.093546321952257, 88.66666666666666, 'Low Risk'),
(116571, 86, 15, '03:46.0', 36.41056608513397, 96.63974290062147, 113, 83, 58, 'Female', 84.92136319567743, 1.5111867006474795, 0.13813017786066364, 30, 37.18610672, 93, 'High Risk'),
(116572, 83, 19, '02:46.0', 36.470815122052954, 97.70582137730862, 113, 87, 21, 'Female', 73.66579321102581, 1.9249983374006043, 0.084642276, 26, 19.879486040739028, 95.66666666666667, 'Low Risk'),
(116573, 74, 18, '01:46.0', 36.64524046646366, 95.85250932360655, 139, 87, 51, 'Female', 70.84600015058344, 1.6215852417954446, 0.07781298, 52, 26.942368350516816, 104.33333333333333, 'Low Risk'),
(116574, 80, 13, '00:46.0', 36.050192001273004, 95.82394294547309, 129, 81, 31, 'Male', 64.81735446039077, 1.9339211565506262, 0.053528576, 48, 17.330606927934376, 97, 'High Risk'),
(116575, 81, 17, '59:46.0', 36.81736473635444, 99.37175048217946, 121, 75, 37, 'Female', 66.39885644530054, 1.8801656729513225, 0.074543443, 46, 18.78314716452816, 90.33333333333333, 'Low Risk'),
(116576, 96, 19, '58:46.0', 36.57333514370056, 97.62798652882098, 120, 88, 37, 'Male', 85.51998096, 1.9435229566844272, 0.051214353242131576, 32, 22.640616364341966, 98.66666666666667, 'High Risk'),
(116577, 76, 16, '57:46.0', 36.66306103039042, 98.07143168970106, 126, 77, 72, 'Female', 94.14610347202617, 1.5410142588303737, 0.1338423465105345, 49, 39.64505600273263, 93.33333333333333, 'High Risk'),
(116578, 69, 17, '56:46.0', 36.93677703022917, 98.41617782046096, 117, 82, 28, 'Female', 51.15399238366422, 1.8764282404057149, 0.065734724, 35, 14.528327241324128, 93.66666666666667, 'High Risk'),
(116579, 75, 13, '55:46.0', 36.88866666750869, 97.50595249078968, 133, 79, 33, 'Male', 80.86730929272622, 1.6087064120402523, 0.14211220174572425, 54, 31.24779719787293, 97, 'High Risk'),
(116580, 63, 19, '54:46.0', 36.023266560919694, 95.8019164, 110, 89, 60, 'Female', 81.54291406669674, 1.6691359606008946, 0.097538952, 21, 29.268657315735467, 96, 'Low Risk'),
(116581, 69, 12, '53:46.0', 37.31294997637377, 95.70793862004695, 121, 70, 62, 'Male', 63.71158008950192, 1.6176168382670055, 0.096096998, 51, 24.348211078157984, 87, 'Low Risk'),
(116582, 63, 17, '52:46.0', 36.32356676516818, 95.873794, 136, 86, 29, 'Male', 52.052577970199046, 1.5127697204847255, 0.13411910277412897, 50, 22.74555808507038, 102.66666666666666, 'Low Risk'),
(116583, 63, 18, '51:46.0', 36.529529770511864, 95.71323980471401, 119, 83, 45, 'Female', 56.40219500220645, 1.8989985739924924, 0.0578576, 36, 15.640359400375582, 95, 'High Risk'),
(116584, 79, 18, '50:46.0', 37.08124177195449, 98.60371765048971, 115, 88, 78, 'Male', 83.81092129516782, 1.6493318007220683, 0.058522885, 27, 30.809492835955222, 97, 'High Risk'),
(116585, 67, 17, '49:46.0', 37.023560595712254, 99.19917224117776, 127, 85, 48, 'Male', 63.191273981814206, 1.502873009164825, 0.088007372, 42, 27.977734305467038, 99, 'Low Risk'),
(116586, 85, 16, '48:46.0', 36.87308759517203, 97.05289546072922, 116, 76, 69, 'Female', 50.60943013532298, 1.9458692276811895, 0.13470895551591125, 40, 13.366082793130927, 89.33333333333333, 'High Risk'),
(116587, 95, 19, '47:46.0', 36.56010315762648, 98.28120569261337, 115, 89, 83, 'Female', 79.65367230589521, 1.6046108032342894, 0.079423397, 26, 30.936158162687153, 97.66666666666667, 'High Risk'),
(116588, 86, 19, '46:46.0', 36.92041304533168, 98.71763537265059, 118, 81, 66, 'Female', 99.72555609663151, 1.517917406124684, 0.059790449, 37, 43.28228541259197, 93.33333333333333, 'High Risk'),
(116589, 60, 18, '45:46.0', 37.03742314983597, 98.86317571, 137, 82, 25, 'Male', 73.42371753954107, 1.7279733722203048, 0.14127070396948158, 55, 24.590212288916696, 100.33333333333333, 'Low Risk'),
(116590, 78, 14, '44:46.0', 36.03263108241963, 95.87483574687583, 112, 79, 33, 'Female', 98.32330947499842, 1.6060128516624652, 0.09151209, 33, 38.12048834324778, 90, 'High Risk'),
(116591, 90, 17, '43:46.0', 36.53276642688897, 99.20997085918513, 123, 72, 43, 'Female', 65.19309478551617, 1.6106271627243836, 0.051213518, 51, 25.131103561741156, 89, 'Low Risk'),
(116592, 96, 15, '42:46.0', 36.577627916509925, 96.95811229577834, 112, 89, 58, 'Female', 61.10590655220493, 1.8947735576179559, 0.14302615219217552, 23, 17.020352915769887, 96.66666666666667, 'High Risk'),
(116593, 87, 15, '41:46.0', 36.02823555432861, 98.40595500545312, 124, 83, 61, 'Female', 56.21459684464884, 1.7957553500031278, 0.077918816, 41, 17.43230285594464, 96.66666666666667, 'High Risk'),
(116594, 61, 15, '40:46.0', 37.183766853871674, 97.22110518992244, 134, 89, 83, 'Female', 55.34125604118668, 1.7046516548012371, 0.097953609, 45, 19.044857302463736, 104, 'Low Risk'),
(116595, 97, 19, '39:46.0', 37.30009309441745, 96.84110946727088, 130, 81, 74, 'Female', 78.38405300948224, 1.9477742148258668, 0.12472001144952563, 49, 20.660959736565246, 97.33333333333333, 'High Risk'),
(116596, 83, 14, '38:46.0', 36.71272953821802, 96.94035347777694, 111, 89, 31, 'Female', 53.54369188861132, 1.9124277936816163, 0.090822998, 22, 14.639903680149505, 96.33333333333333, 'High Risk'),
(116597, 73, 18, '37:46.0', 37.06377682945468, 99.46452128540618, 135, 89, 44, 'Female', 87.16019178387592, 1.7067480814059932, 0.068867343, 46, 29.921222285233153, 104.33333333333333, 'Low Risk'),
(116598, 66, 13, '36:46.0', 36.435967974684104, 97.80682913457368, 131, 81, 84, 'Female', 91.726256, 1.644585566253814, 0.1249940122693627, 50, 33.91413296435325, 97.66666666666666, 'High Risk'),
(116599, 89, 16, '35:46.0', 36.20379352213467, 98.69598275096601, 124, 83, 89, 'Male', 85.63653538064614, 1.6171585564966724, 0.075374814, 41, 32.74567013672974, 96.66666666666667, 'High Risk'),
(116600, 90, 13, '34:46.0', 36.77043080066543, 95.77126240152866, 126, 74, 37, 'Female', 73.15469038539383, 1.8483201915430172, 0.12719278091345249, 52, 21.413505079129965, 91.33333333333333, 'Low Risk'),
(116601, 80, 19, '33:46.0', 37.20467222438954, 99.78758383384037, 112, 70, 19, 'Male', 66.95195785243894, 1.8855286386251051, 0.132246831, 42, 18.832024702706867, 84, 'Low Risk'),
(116602, 93, 16, '32:46.0', 36.39886212098111, 96.89650623974782, 137, 78, 36, 'Female', 79.81413689920026, 1.5528015771389685, 0.099173187, 59, 33.10151678979963, 97.66666666666666, 'High Risk'),
(116603, 88, 13, '31:46.0', 37.30531783182748, 97.75761352208535, 133, 86, 76, 'Female', 98.31864025, 1.5578812956770465, 0.12426787105517477, 47, 40.510456528003566, 101.66666666666667, 'High Risk'),
(116604, 80, 13, '30:46.0', 37.22981249, 95.17825264533086, 132, 85, 85, 'Female', 54.69721079476382, 1.9546970113212836, 0.08481686, 47, 14.315492138298234, 100.66666666666667, 'High Risk'),
(116605, 63, 19, '29:46.0', 36.270956345743095, 97.02345755011861, 125, 84, 84, 'Male', 87.19087934559954, 1.8892532761013292, 0.087537392, 41, 24.42815627712918, 97.66666666666667, 'Low Risk'),
(116606, 76, 17, '28:46.0', 36.76319099009561, 98.72378974299139, 135, 70, 61, 'Female', 74.94818364110245, 1.7167866482131457, 0.097428548, 65, 25.42895177385635, 91.66666666666666, 'Low Risk'),
(116607, 63, 18, '27:46.0', 36.53607321458061, 99.62789993143382, 136, 73, 87, 'Male', 85.52428816041078, 1.5870001669268206, 0.092283257, 63, 33.95748544862593, 94, 'High Risk'),
(116608, 94, 17, '26:46.0', 37.11609990598711, 98.53768881, 121, 86, 39, 'Male', 67.79626523586279, 1.7834299156901752, 0.14200771300398252, 35, 21.315409251645253, 97.66666666666667, 'High Risk'),
(116609, 99, 13, '25:46.0', 36.683944734912814, 99.45353971304492, 137, 89, 40, 'Female', 84.17621197073956, 1.8613462265371665, 0.14999458515023678, 48, 24.296015261824667, 105, 'High Risk'),
(116610, 99, 12, '24:46.0', 36.12913285849666, 98.15411454221744, 129, 80, 53, 'Male', 94.25573731001774, 1.607553647, 0.09005588, 49, 36.47345001328231, 96.33333333333333, 'High Risk'),
(116611, 99, 16, '23:46.0', 36.143723039291416, 99.81069241028928, 136, 89, 60, 'Male', 97.23301617369384, 1.7393183982349834, 0.098171382, 47, 32.14071812459807, 104.66666666666667, 'High Risk'),
(116612, 84, 12, '22:46.0', 36.61382593684199, 97.43197958233013, 138, 71, 62, 'Female', 89.22937619607708, 1.8507337049594696, 0.091633369, 67, 26.050735434144684, 93.33333333333333, 'Low Risk'),
(116613, 95, 16, '21:46.0', 36.99122706651962, 99.81013952206996, 134, 74, 73, 'Female', 69.32031839366854, 1.9659365074358695, 0.08708662, 60, 17.935833909896775, 94, 'High Risk'),
(116614, 91, 15, '20:46.0', 36.054708518458824, 95.19576612994376, 117, 87, 77, 'Female', 79.58726063589572, 1.5546688329861775, 0.068397015, 30, 32.92818343, 97, 'High Risk'),
(116615, 91, 17, '19:46.0', 36.374874289340205, 95.39495241956612, 135, 72, 46, 'Female', 78.48387036113837, 1.7218325416329687, 0.069007414, 63, 26.472721379065543, 93, 'High Risk'),
(116616, 79, 13, '18:46.0', 36.66404585323099, 97.66137891374007, 118, 85, 49, 'Female', 69.29267822278658, 1.6700303645737167, 0.074672855, 33, 24.844977761830524, 96, 'Low Risk'),
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(116793, 87, 14, '21:46.0', 36.391784185010486, 95.24665661131549, 123, 85, 73, 'Female', 60.69432286959403, 1.5729240632229367, 0.087170323, 38, 24.531977496294893, 97.66666666666667, 'Low Risk'),
(116794, 79, 14, '20:46.0', 36.22191505405157, 95.13155661430812, 122, 81, 19, 'Male', 51.99511249650793, 1.9646006841001231, 0.082189325, 41, 13.471437491998097, 94.66666666666667, 'High Risk'),
(116795, 93, 14, '19:46.0', 36.10393978580471, 96.20676020338908, 122, 73, 87, 'Male', 83.38376364210873, 1.9861804785386925, 0.11093754556635835, 49, 21.13703544, 89.33333333333333, 'High Risk'),
(116796, 60, 15, '18:46.0', 37.00532894, 95.44732202639598, 118, 83, 84, 'Female', 90.87993709407948, 1.8197902446593337, 0.09496084, 35, 27.442606139211755, 94.66666666666667, 'Low Risk'),
(116797, 76, 18, '17:46.0', 36.017300591276815, 99.00512968505572, 120, 86, 34, 'Female', 50.29654832224322, 1.8827876405713497, 0.10762373232697217, 34, 14.18846798107474, 97.33333333333333, 'High Risk'),
(116798, 83, 17, '16:46.0', 36.87919339671338, 96.63647251850651, 118, 72, 23, 'Female', 85.07316776857215, 1.6813982788918622, 0.12420156713461315, 46, 30.092024542783932, 87.33333333333333, 'High Risk'),
(116799, 80, 15, '15:46.0', 36.94754514263834, 96.03051375240052, 115, 73, 35, 'Female', 85.79427161386974, 1.6621994754623053, 0.14402709271717654, 42, 31.052173897205783, 87, 'High Risk'),
(116800, 90, 18, '14:46.0', 37.382119923762055, 99.05306703070273, 115, 75, 51, 'Female', 88.04074641525801, 1.594776985198394, 0.069690011, 40, 34.616551136116456, 88.33333333333333, 'High Risk'),
(116801, 92, 13, '13:46.0', 37.419865208556715, 99.7220602, 114, 85, 29, 'Female', 77.18408088, 1.9110476077633445, 0.085310258, 29, 21.134147021642704, 94.66666666666667, 'High Risk'),
(116802, 63, 16, '12:46.0', 36.98702524311507, 99.43877076549079, 132, 84, 51, 'Male', 63.651840851893084, 1.702867258398782, 0.058528648425975986, 48, 21.950750719101578, 100, 'Low Risk'),
(116803, 70, 18, '11:46.0', 36.942973375153464, 98.42294736, 132, 71, 18, 'Female', 55.93948032879999, 1.5421519168415918, 0.061864018, 61, 23.521451125796062, 91.33333333333333, 'Low Risk'),
(116804, 91, 14, '10:46.0', 36.93946118170035, 98.02775765889172, 125, 82, 50, 'Female', 89.49553702290024, 1.6326390564137936, 0.09329564, 43, 33.57538607451128, 96.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(116806, 61, 18, '08:46.0', 36.73150963283392, 99.58224823793407, 118, 76, 59, 'Female', 78.35742900397884, 1.8180446780978068, 0.14048775050861845, 42, 23.706698391300435, 90, 'Low Risk'),
(116807, 92, 14, '07:46.0', 36.46370220049454, 97.00971248179346, 133, 75, 41, 'Female', 50.02943216167848, 1.963336543184929, 0.092354554, 58, 12.978845823214254, 94.33333333333333, 'High Risk'),
(116808, 80, 19, '06:46.0', 36.10202127236594, 96.92176030931444, 120, 77, 53, 'Male', 93.19866128120756, 1.6392913733703012, 0.069006842, 43, 34.681459630072844, 91.33333333333333, 'High Risk'),
(116809, 67, 12, '05:46.0', 37.044543784085164, 95.09859336242384, 114, 76, 74, 'Male', 84.81360619, 1.670298465569188, 0.11062169795518575, 38, 30.400264700250972, 88.66666666666667, 'High Risk'),
(116810, 83, 15, '04:46.0', 36.60135476744594, 97.06870338218096, 120, 88, 53, 'Male', 76.42652596, 1.7987736688720206, 0.14344640507375273, 32, 23.62060818183236, 98.66666666666667, 'Low Risk'),
(116811, 78, 14, '03:46.0', 36.42863214233177, 98.71388188, 112, 75, 82, 'Female', 78.60583885772584, 1.8885038925226825, 0.11557188930931815, 37, 22.040377976750506, 87.33333333333333, 'Low Risk'),
(116812, 66, 17, '02:46.0', 36.76137978505481, 98.66888069923905, 128, 83, 81, 'Male', 50.98140857616366, 1.9652747995688307, 0.086983155, 45, 13.199736446745032, 98, 'High Risk'),
(116813, 97, 19, '01:46.0', 37.09718692157992, 96.68754132, 127, 73, 33, 'Male', 73.20274157965235, 1.6371508074027679, 0.12763226079588252, 54, 27.311777973170912, 91, 'High Risk'),
(116814, 97, 15, '00:46.0', 36.95812965161634, 99.05719479098364, 114, 74, 48, 'Female', 57.31137280168603, 1.678333948773667, 0.11880593808005616, 40, 20.34623482410419, 87.33333333333333, 'High Risk'),
(116815, 62, 12, '59:46.0', 37.43600346709724, 99.98068213, 127, 81, 50, 'Female', 73.01803592967178, 1.9801730135586253, 0.064463641, 46, 18.621894930267626, 96.33333333333333, 'Low Risk'),
(116816, 78, 19, '58:46.0', 37.45348111523922, 98.52718041489351, 117, 79, 66, 'Female', 93.7245275, 1.8881035434988171, 0.061727098, 38, 26.290669461820062, 91.66666666666667, 'Low Risk'),
(116817, 75, 15, '57:46.0', 36.396343776426804, 95.06321788342537, 111, 71, 42, 'Male', 57.56369047220857, 1.8126128999963766, 0.075131441, 40, 17.520177281541677, 84.33333333333333, 'High Risk'),
(116818, 68, 16, '56:46.0', 36.884797793107815, 95.00190899984152, 136, 77, 57, 'Male', 86.10874379, 1.6478397460335557, 0.1360602697267887, 59, 31.711538007482922, 96.66666666666666, 'High Risk'),
(116819, 65, 12, '55:46.0', 36.57450221681874, 95.64127263750855, 133, 78, 37, 'Female', 60.97564234, 1.583021950756742, 0.10320594668461555, 55, 24.33226345443022, 96.33333333333333, 'Low Risk'),
(116820, 91, 15, '54:46.0', 36.223641005263616, 98.52674681286463, 110, 72, 67, 'Male', 67.70353342, 1.620987796686014, 0.12788589518715632, 38, 25.766287255096376, 84.66666666666667, 'High Risk'),
(116821, 96, 19, '53:46.0', 36.82374704488643, 99.97754789885482, 120, 88, 56, 'Male', 70.48998356271375, 1.7449531695708436, 0.14790335927105208, 32, 23.150472388051657, 98.66666666666667, 'High Risk'),
(116822, 78, 17, '52:46.0', 37.162916000823465, 99.00272667355426, 125, 84, 34, 'Female', 71.83282854186521, 1.849060764486793, 0.093166436, 41, 21.009736287067472, 97.66666666666667, 'Low Risk'),
(116823, 60, 12, '51:46.0', 36.01525881995792, 97.47417850482155, 112, 75, 68, 'Male', 71.40220511459904, 1.994058777438953, 0.066955834, 37, 17.957079823613938, 87.33333333333333, 'High Risk'),
(116824, 98, 19, '50:46.0', 36.30353264879844, 97.83969190312672, 138, 89, 79, 'Female', 77.84291739571952, 1.852528741753609, 0.11383395728245684, 49, 22.68240990835067, 105.33333333333333, 'High Risk'),
(116825, 90, 12, '49:46.0', 36.50946112743784, 97.68609295195718, 118, 74, 43, 'Male', 86.71803796735685, 1.6987218665872261, 0.094658482, 44, 30.05141242328826, 88.66666666666667, 'High Risk'),
(116826, 71, 14, '48:46.0', 36.59121383774777, 95.46183336130846, 128, 83, 48, 'Male', 82.54548704699167, 1.9020114616724468, 0.10415705101212908, 45, 22.817448288602044, 98, 'Low Risk'),
(116827, 67, 14, '47:46.0', 36.49030907627424, 97.15247837, 134, 74, 62, 'Male', 50.542821530500014, 1.571280419, 0.078992906, 60, 20.471614064312654, 94, 'Low Risk'),
(116828, 93, 16, '46:46.0', 37.045511775299005, 95.80693135990676, 116, 87, 33, 'Female', 90.98992535299425, 1.7119499356922203, 0.058162163353508524, 29, 31.046395718999204, 96.66666666666667, 'High Risk'),
(116829, 91, 18, '45:46.0', 36.75376565232422, 99.32372885618116, 133, 84, 28, 'Female', 59.61488367280897, 1.7311821235236238, 0.14575199569200536, 49, 19.89157552883015, 100.33333333333333, 'High Risk'),
(116830, 98, 12, '44:46.0', 36.71832947237648, 99.7863913, 134, 80, 56, 'Female', 72.84160717838292, 1.7426827139926184, 0.069907242, 54, 23.985173965870324, 98, 'High Risk'),
(116831, 96, 16, '43:46.0', 36.69764187317034, 99.77925187, 117, 83, 86, 'Male', 68.53791012, 1.604459731963656, 0.09991502, 34, 26.623994445658575, 94.33333333333333, 'High Risk'),
(116832, 62, 17, '42:46.0', 37.127506432934126, 97.45393181816745, 110, 83, 37, 'Male', 64.23966629192127, 1.8204651325988437, 0.075697675, 27, 19.38378328429907, 92, 'Low Risk'),
(116833, 85, 15, '41:46.0', 36.41767390252652, 95.24371446962918, 136, 82, 31, 'Female', 86.87015705168265, 1.8119188267004516, 0.14955314982927997, 54, 26.46020055, 100, 'Low Risk'),
(116834, 65, 12, '40:46.0', 36.714201451487604, 99.74400632617804, 138, 74, 48, 'Female', 63.03783404463405, 1.976526474429879, 0.086443478, 64, 16.136004668881494, 95.33333333333333, 'High Risk'),
(116835, 67, 19, '39:46.0', 36.55830946720651, 97.08959668454382, 126, 74, 33, 'Female', 55.87929542326118, 1.8556644843776613, 0.11433017070376057, 52, 16.22751464693795, 91.33333333333333, 'High Risk'),
(116836, 87, 14, '38:46.0', 36.07616633, 95.34018475896579, 131, 89, 50, 'Female', 81.54024717, 1.9984866935394165, 0.13836795397960955, 42, 20.415945686202647, 103, 'Low Risk'),
(116837, 65, 18, '37:46.0', 36.74574431, 97.67294844, 127, 84, 60, 'Male', 55.12241227557477, 1.7483134816056545, 0.0734628, 43, 18.03389770830515, 98.33333333333333, 'High Risk'),
(116838, 64, 16, '36:46.0', 37.27873381775587, 97.35221250381265, 125, 81, 69, 'Female', 54.15129461203284, 1.7690266627736566, 0.11672012104634019, 44, 17.303744210871486, 95.66666666666667, 'High Risk'),
(116839, 71, 14, '35:46.0', 37.36357375609745, 95.74191122736688, 127, 73, 36, 'Female', 86.30031253885824, 1.6976151707988247, 0.10271989878978044, 54, 29.945658887059057, 91, 'Low Risk'),
(116840, 73, 18, '34:46.0', 36.68005581797695, 96.67424022055191, 135, 87, 25, 'Male', 60.02012167926165, 1.666968282118284, 0.051861018, 48, 21.59942543260783, 103, 'Low Risk'),
(116841, 78, 16, '33:46.0', 36.71464847775778, 96.46667023438917, 128, 88, 46, 'Male', 86.4740521, 1.810708887205921, 0.12740664431639928, 40, 26.374761660395063, 101.33333333333333, 'Low Risk'),
(116842, 88, 13, '32:46.0', 37.18163153535282, 99.32456281766696, 129, 74, 86, 'Male', 58.374932579665476, 1.7862081841290407, 0.10144201080507852, 55, 18.296256586173342, 92.33333333333333, 'High Risk'),
(116843, 98, 18, '31:46.0', 36.73714373970111, 95.85567378118559, 132, 81, 41, 'Female', 82.33009558883376, 1.7622120169698072, 0.081320772, 51, 26.511988499539623, 98, 'High Risk'),
(116844, 66, 18, '30:46.0', 36.899400370505255, 97.76632060184001, 112, 87, 55, 'Female', 64.30539081884498, 1.7380631260133086, 0.12068851348805114, 25, 21.28708970424813, 95.33333333333333, 'Low Risk'),
(116845, 68, 19, '29:46.0', 36.45847572, 95.27181220707028, 122, 78, 48, 'Male', 88.41544059, 1.7437540284337665, 0.057750544395788174, 44, 29.077540383913355, 92.66666666666667, 'Low Risk'),
(116846, 87, 13, '28:46.0', 36.577780104275384, 98.89919920966926, 129, 77, 29, 'Female', 98.88524030260146, 1.6430228772202335, 0.1363641153016013, 52, 36.63061854227401, 94.33333333333333, 'High Risk'),
(116847, 91, 19, '27:46.0', 37.49168724018635, 96.42142136782702, 121, 71, 49, 'Male', 94.05333559085474, 1.5498873916100981, 0.056613804, 50, 39.15379943306077, 87.66666666666666, 'High Risk'),
(116848, 61, 14, '26:46.0', 37.21125492364293, 98.04968025065652, 129, 87, 74, 'Female', 86.00852055, 1.9505173145127142, 0.081647737, 42, 22.606943955931566, 101, 'Low Risk'),
(116849, 81, 12, '25:46.0', 36.51295350190921, 95.84533204303716, 123, 72, 85, 'Female', 78.91018149154701, 1.7185229070801857, 0.060147491, 51, 26.719134820845483, 89, 'Low Risk'),
(116850, 71, 12, '24:46.0', 37.03090377075381, 99.50398274469674, 117, 76, 40, 'Female', 96.13898484065231, 1.9071062535357062, 0.1434197380810492, 41, 26.43320058153789, 89.66666666666667, 'Low Risk'),
(116851, 68, 19, '23:46.0', 36.919954360667916, 95.53152066224717, 114, 78, 31, 'Male', 86.34016343565992, 1.8400566197911417, 0.11273049431707752, 36, 25.50060551351135, 90, 'Low Risk'),
(116852, 67, 17, '22:46.0', 36.24870422816797, 97.59334043681247, 113, 75, 26, 'Male', 91.64567712412472, 1.9621725487915818, 0.10798855368247604, 38, 23.80332318814169, 87.66666666666667, 'Low Risk'),
(116853, 97, 13, '21:46.0', 36.00117282, 99.80413300533604, 130, 81, 72, 'Male', 95.02192126, 1.6170522849762927, 0.094941834, 49, 36.33922679770252, 97.33333333333333, 'High Risk'),
(116854, 77, 13, '20:46.0', 37.33152344040712, 96.65604629043321, 139, 84, 35, 'Female', 83.85350107473434, 1.6061806296571093, 0.055603904, 55, 32.50367239, 102.33333333333333, 'High Risk'),
(116855, 99, 12, '19:46.0', 36.21151302116782, 98.54097371642742, 120, 73, 63, 'Male', 96.73954955, 1.903795064842154, 0.060709708200773184, 47, 26.690927614699618, 88.66666666666667, 'High Risk'),
(116856, 67, 14, '18:46.0', 36.54881692836084, 98.10512881075759, 137, 81, 70, 'Male', 70.61640338065033, 1.6688778911416466, 0.14009826034300638, 56, 25.35458297794472, 99.66666666666666, 'Low Risk'),
(116857, 72, 12, '17:46.0', 36.65415390531503, 96.51621784779181, 123, 84, 56, 'Female', 71.38521312, 1.5821925728443662, 0.064580987, 39, 28.516063782928164, 97, 'Low Risk'),
(116858, 87, 19, '16:46.0', 36.362184250945774, 95.01289931191695, 131, 86, 31, 'Male', 77.96136646878574, 1.7706029472328573, 0.13912047670504724, 45, 24.867783461164127, 101, 'Low Risk'),
(116859, 74, 15, '15:46.0', 37.170562134373704, 98.49757399629195, 118, 73, 38, 'Male', 54.96272307, 1.8946154216482216, 0.083354574, 45, 15.311794974051274, 88, 'High Risk'),
(116860, 96, 14, '14:46.0', 37.070884400327635, 98.01881905670993, 133, 84, 21, 'Male', 55.471892221645206, 1.8967920069920206, 0.076012335, 49, 15.418195876723495, 100.33333333333333, 'High Risk'),
(116861, 89, 16, '13:46.0', 36.691304427394115, 95.11072876067723, 139, 86, 32, 'Male', 87.60202845956621, 1.868200829658432, 0.098885414, 53, 25.09961392391682, 103.66666666666666, 'Low Risk'),
(116862, 70, 15, '12:46.0', 37.46639209479129, 99.50389170471017, 139, 70, 24, 'Male', 81.45714909046347, 1.6476531624959558, 0.095237519, 69, 30.005275151024993, 93, 'High Risk'),
(116863, 98, 15, '11:46.0', 36.07007042968561, 99.70535662063863, 126, 81, 25, 'Male', 94.16220703318149, 1.9701853191721772, 0.081803321, 45, 24.258417824068264, 96, 'High Risk'),
(116864, 68, 16, '10:46.0', 36.75170680862207, 98.09005794964995, 117, 78, 38, 'Female', 53.719370019548876, 1.7141280586791614, 0.11287148210646847, 39, 18.28287049578698, 91, 'High Risk'),
(116865, 70, 13, '09:46.0', 36.15795491760802, 97.04946042981602, 136, 82, 37, 'Female', 96.76799655333083, 1.9118499103983018, 0.11018459366880856, 54, 26.474280112361598, 100, 'Low Risk'),
(116866, 83, 17, '08:46.0', 36.30724495, 99.59871757681859, 121, 78, 53, 'Female', 59.023881941955416, 1.8409909272735963, 0.11817478370707463, 43, 17.415039857565077, 92.33333333333333, 'High Risk'),
(116867, 82, 12, '07:46.0', 36.446426785663526, 96.64374335, 124, 89, 77, 'Female', 66.41624433207463, 1.7305461760506846, 0.092835547, 35, 22.177262124008422, 100.66666666666667, 'Low Risk'),
(116868, 81, 15, '06:46.0', 36.100344279013214, 99.51101143076212, 135, 73, 71, 'Female', 91.58762895176696, 1.586602842426283, 0.06896995, 62, 36.38315528503712, 93.66666666666666, 'High Risk'),
(116869, 64, 16, '05:46.0', 36.755604682288826, 96.22217971, 136, 70, 32, 'Female', 71.21822288366263, 1.9025318202224606, 0.14536902275371935, 66, 19.67556780037249, 92, 'Low Risk'),
(116870, 83, 17, '04:46.0', 37.46846367046816, 97.82242840461343, 132, 89, 65, 'Male', 61.38427750196892, 1.5625570438648964, 0.097057833, 43, 25.141164320345876, 103.33333333333333, 'Low Risk'),
(116871, 72, 14, '03:46.0', 36.71193051472181, 99.24784038686892, 121, 88, 27, 'Female', 82.05439778412111, 1.8366057613293558, 0.093353166, 33, 24.325959410706805, 99, 'Low Risk'),
(116872, 86, 18, '02:46.0', 37.02607793879052, 97.86230816847686, 112, 73, 68, 'Female', 53.70625280180021, 1.6164126360323965, 0.14671197298589453, 39, 20.555137117339616, 86, 'Low Risk'),
(116873, 66, 13, '01:46.0', 36.48054148144289, 98.59409705025168, 110, 80, 26, 'Female', 67.86678741709005, 1.5643043404002954, 0.14252163792687128, 30, 27.734145587856624, 90, 'Low Risk'),
(116874, 65, 18, '00:46.0', 37.39998215341531, 95.85535433, 136, 89, 37, 'Male', 58.15919092678689, 1.7797675851181929, 0.076406355, 47, 18.360807224918343, 104.66666666666667, 'High Risk'),
(116875, 84, 15, '59:46.0', 37.26511808642167, 96.11981613026992, 123, 72, 71, 'Male', 89.15417889739012, 1.7097426744341326, 0.069549217, 51, 30.498620872729987, 89, 'High Risk'),
(116876, 94, 12, '58:46.0', 36.4344687, 99.43820184174604, 111, 73, 44, 'Male', 67.52099505919955, 1.7334476701585229, 0.064089062, 38, 22.470739379414386, 85.66666666666667, 'High Risk'),
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(117054, 69, 14, '00:46.0', 37.057980636863704, 96.79403921077498, 134, 89, 58, 'Male', 70.77675949, 1.557020553306778, 0.14261321021517118, 45, 29.194563323264134, 104, 'Low Risk'),
(117055, 61, 18, '59:46.0', 36.69869279237064, 98.22661287295796, 125, 70, 60, 'Female', 86.25699590575942, 1.7136300415140298, 0.081630478, 55, 29.373804125064915, 88.33333333333333, 'Low Risk'),
(117056, 99, 19, '58:46.0', 37.45268023, 95.46691976349386, 132, 81, 85, 'Female', 54.46916973, 1.702435102507015, 0.063660013, 51, 18.793584656308617, 98, 'High Risk'),
(117057, 88, 13, '57:46.0', 36.45442110727792, 96.11861488605743, 117, 87, 27, 'Male', 72.35386560331338, 1.8101166111572726, 0.10605027797944708, 30, 22.08251993410749, 97, 'Low Risk'),
(117058, 98, 19, '56:46.0', 37.481166680934685, 98.97591795804234, 136, 82, 59, 'Male', 60.660402359582676, 1.5051485795052721, 0.11831237470599851, 54, 26.776051861298036, 100, 'High Risk'),
(117059, 88, 12, '55:46.0', 37.28806009, 98.17285131161782, 139, 73, 55, 'Male', 88.74323655835482, 1.507999056251729, 0.054154821, 66, 39.024120532413356, 95, 'High Risk'),
(117060, 82, 19, '54:46.0', 36.312238565171995, 96.21572971691276, 118, 80, 52, 'Male', 63.404367460592006, 1.9925046768462988, 0.06172753, 38, 15.970572158260024, 92.66666666666667, 'High Risk'),
(117061, 69, 17, '53:46.0', 37.13897055763347, 97.40777536354652, 126, 86, 56, 'Female', 86.00473970603824, 1.7060213376745892, 0.1460745265618621, 40, 29.54972669042612, 99.33333333333333, 'Low Risk'),
(117062, 79, 15, '52:46.0', 36.65568976920907, 96.99652872849997, 115, 81, 54, 'Female', 85.28844450804006, 1.622894874041335, 0.090243691, 34, 32.38242861046248, 92.33333333333333, 'High Risk'),
(117063, 69, 14, '51:46.0', 36.23032587012268, 95.52902497, 139, 80, 56, 'Female', 66.97170704710932, 1.863637004425696, 0.1024519579484385, 59, 19.282738798489238, 99.66666666666666, 'Low Risk'),
(117064, 80, 19, '50:46.0', 36.442751607742736, 96.17584403525532, 138, 88, 54, 'Male', 95.29766320815543, 1.8044975632895133, 0.12399496743956857, 50, 29.26642341822207, 104.66666666666666, 'Low Risk'),
(117065, 81, 12, '49:46.0', 36.75259434240894, 99.77300194325296, 134, 75, 26, 'Female', 74.90690207947296, 1.6201779023136895, 0.12209286873391362, 59, 28.536218869072798, 94.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(117067, 82, 15, '47:46.0', 36.27676086089062, 95.68749997623031, 122, 76, 80, 'Male', 73.40572927848494, 1.9229527736579863, 0.098132439, 46, 19.851472244861426, 91.33333333333333, 'Low Risk'),
(117068, 95, 18, '46:46.0', 37.442372527790624, 95.84426898020878, 118, 83, 61, 'Female', 89.93110330762892, 1.6954232516672454, 0.10187487406753645, 35, 31.28626011002423, 94.66666666666667, 'High Risk'),
(117069, 69, 13, '45:46.0', 36.43460473076916, 98.17518236054548, 121, 83, 65, 'Male', 67.10582807153173, 1.6446470992858808, 0.11727404800222481, 38, 24.809316127271725, 95.66666666666667, 'Low Risk'),
(117070, 78, 16, '44:46.0', 36.80338502, 99.20670519939134, 131, 79, 62, 'Male', 79.12502834335442, 1.512312844007883, 0.117537836, 52, 34.596375115899804, 96.33333333333333, 'High Risk'),
(117071, 91, 17, '43:46.0', 36.82205092561721, 98.93783930656066, 128, 84, 76, 'Female', 60.850137940568715, 1.6645365553237328, 0.076585402, 44, 21.962151979278605, 98.66666666666667, 'High Risk'),
(117072, 61, 19, '42:46.0', 36.041588307667325, 97.79982642860121, 134, 71, 74, 'Female', 54.23348747002522, 1.5546886014483206, 0.12838353876039688, 63, 22.43782226896423, 92, 'Low Risk'),
(117073, 67, 14, '41:46.0', 36.831540735991986, 95.36418634755856, 115, 82, 77, 'Male', 58.022963734608375, 1.8173820215255918, 0.052136386095353905, 33, 17.56739851164645, 93, 'High Risk'),
(117074, 68, 18, '40:46.0', 36.37411690065354, 99.98357333760819, 124, 83, 86, 'Male', 54.57263911117276, 1.7554326137439815, 0.068128201, 41, 17.70951351, 96.66666666666667, 'High Risk'),
(117075, 88, 17, '39:46.0', 36.12912041461566, 98.83329321896117, 116, 79, 60, 'Male', 72.91649427, 1.6228041802552298, 0.084814736, 37, 27.68812485501704, 91.33333333333333, 'Low Risk'),
(117076, 98, 17, '38:46.0', 36.484356016349416, 96.84543186971345, 125, 80, 86, 'Female', 82.40483972308746, 1.8705402287905715, 0.091718371, 45, 23.551502211475846, 95, 'High Risk'),
(117077, 84, 14, '37:46.0', 36.92834202452424, 96.79901076918395, 132, 84, 22, 'Female', 58.57656631825887, 1.8194074989971682, 0.142869087, 48, 17.69554527025257, 100, 'High Risk'),
(117078, 99, 16, '36:46.0', 36.731960527096426, 97.8199897, 139, 79, 18, 'Male', 53.314780961472415, 1.5517497937121831, 0.097648484, 60, 22.14135711402034, 99, 'High Risk'),
(117079, 73, 14, '35:46.0', 37.169544560119995, 97.23688185302721, 114, 89, 72, 'Male', 82.76692266469686, 1.7088747769691766, 0.059008211, 25, 28.342380803795177, 97.33333333333333, 'Low Risk'),
(117080, 85, 12, '34:46.0', 36.20948303342059, 98.04111278361867, 139, 85, 71, 'Female', 93.90397913321809, 1.675955882565339, 0.1367599584137687, 54, 33.43172850427361, 103, 'High Risk'),
(117081, 73, 18, '33:46.0', 36.53753024595561, 95.34000728237254, 121, 81, 44, 'Female', 86.35328293548977, 1.7077234330149045, 0.091145159, 40, 29.61036613331928, 94.33333333333333, 'Low Risk'),
(117082, 66, 13, '32:46.0', 36.52702478980044, 97.9792228, 136, 73, 46, 'Female', 78.00397436041945, 1.5205144520463125, 0.12137881850507551, 63, 33.73926568506128, 94, 'High Risk'),
(117083, 73, 14, '31:46.0', 36.031243545928625, 96.14922581319959, 121, 81, 37, 'Female', 71.58502357877177, 1.9388654823284197, 0.077016546, 40, 19.042624971638975, 94.33333333333333, 'Low Risk'),
(117084, 83, 19, '30:46.0', 36.107335434754155, 98.64516176407722, 111, 85, 44, 'Male', 92.03997359206625, 1.6746920720732748, 0.076004063, 26, 32.81758030243389, 93.66666666666667, 'High Risk'),
(117085, 82, 13, '29:46.0', 36.931163079863474, 95.99251919099336, 127, 79, 58, 'Male', 76.60039971439278, 1.5969954651134268, 0.1457837192879508, 48, 30.034725704617774, 95, 'High Risk'),
(117086, 82, 12, '28:46.0', 36.04295636961692, 96.89093893848701, 116, 80, 36, 'Male', 99.49752078718998, 1.7796478180044062, 0.098447002, 36, 31.41551087296002, 92, 'High Risk'),
(117087, 80, 15, '27:46.0', 36.901809272898156, 95.81934646852248, 119, 83, 66, 'Male', 94.15020546081283, 1.719140653597496, 0.077703723, 36, 31.85652875363469, 95, 'High Risk'),
(117088, 61, 14, '26:46.0', 36.89464943399242, 97.22139485880199, 129, 83, 47, 'Female', 75.13818023023603, 1.7422196440963995, 0.050710501, 46, 24.754539983676068, 98.33333333333333, 'Low Risk'),
(117089, 83, 17, '25:46.0', 36.92899481559979, 97.45407611306103, 137, 83, 83, 'Male', 54.85572359470769, 1.7546518432769451, 0.056904766, 54, 17.81722376238042, 101, 'High Risk'),
(117090, 85, 14, '24:46.0', 36.11509185491866, 97.46794586, 139, 85, 78, 'Female', 78.36170204906833, 1.8231127618820082, 0.14681187030049517, 54, 23.576362377491417, 103, 'Low Risk'),
(117091, 85, 15, '23:46.0', 37.464714091988036, 95.92047730275551, 138, 77, 26, 'Male', 70.49177412711276, 1.5830086795926368, 0.11213909411316128, 61, 28.130137097194407, 97.33333333333333, 'Low Risk'),
(117092, 88, 19, '22:46.0', 36.57070092388576, 97.45272386684712, 119, 71, 87, 'Male', 86.01554149765269, 1.8298180749393187, 0.1391931809632735, 48, 25.689822361290048, 87, 'Low Risk'),
(117093, 91, 18, '21:46.0', 37.442332889014054, 97.12279336110917, 134, 84, 26, 'Male', 52.757278965354075, 1.5430805371363518, 0.1079883358188736, 50, 22.156706303915225, 100.66666666666666, 'High Risk'),
(117094, 70, 16, '20:46.0', 36.84372100267218, 96.02779832418973, 137, 76, 82, 'Male', 69.04623114055252, 1.7789899782550334, 0.080924827, 61, 21.81689666921257, 96.33333333333333, 'Low Risk'),
(117095, 95, 13, '19:46.0', 37.201056739373335, 97.69475846818874, 135, 72, 59, 'Male', 87.9227408, 1.6153375071397957, 0.062724159, 63, 33.69571400014735, 93, 'High Risk'),
(117096, 96, 19, '18:46.0', 36.69348735048481, 99.84237252533305, 139, 84, 67, 'Female', 69.41603186780655, 1.757944075564141, 0.08655455, 55, 22.462064697720482, 102.33333333333333, 'High Risk'),
(117097, 95, 18, '17:46.0', 36.14169625778562, 98.39078508, 130, 85, 79, 'Male', 87.85786917728808, 1.9357221495871415, 0.081001393, 45, 23.447396475193855, 100, 'High Risk'),
(117098, 90, 13, '16:46.0', 36.22465580883533, 99.26117271700387, 110, 76, 40, 'Female', 91.34157875033051, 1.8696195205501762, 0.079788796, 34, 26.13136198242302, 87.33333333333333, 'Low Risk'),
(117099, 72, 18, '15:46.0', 36.66499809, 95.58438824243818, 128, 72, 67, 'Male', 90.32741513500743, 1.6888934261100914, 0.090115059, 56, 31.667595716088083, 90.66666666666666, 'High Risk'),
(117100, 75, 12, '14:46.0', 36.31225341, 95.79095072200721, 123, 73, 22, 'Female', 86.34939960473068, 1.9351659041167928, 0.095205844, 50, 23.058067974590085, 89.66666666666666, 'Low Risk'),
(117101, 74, 18, '13:46.0', 36.85697178157052, 99.77291417, 127, 88, 47, 'Male', 77.39026825050003, 1.8220786436306906, 0.073000983, 39, 23.310528302080183, 101, 'Low Risk'),
(117102, 90, 12, '12:46.0', 37.07697459209168, 97.40521933552745, 124, 70, 86, 'Female', 85.67775288, 1.6509612553049275, 0.08946779, 54, 31.433613197928334, 88, 'High Risk'),
(117103, 92, 12, '11:46.0', 36.89186666720693, 97.46702702306867, 126, 80, 27, 'Female', 61.80791978089397, 1.5000081905323464, 0.12061681118605398, 46, 27.46988657780776, 95.33333333333333, 'High Risk'),
(117104, 92, 18, '10:46.0', 36.64040114691329, 98.48193565885683, 123, 75, 33, 'Male', 76.93206820248062, 1.8414780689477397, 0.091667501, 48, 22.686855555193038, 91, 'High Risk'),
(117105, 89, 14, '09:46.0', 37.36568146592722, 95.28564124, 126, 88, 60, 'Male', 62.84030885, 1.9491155210805649, 0.063808377, 38, 16.541052923980903, 100.66666666666667, 'High Risk'),
(117106, 60, 17, '08:46.0', 37.00601293997748, 97.70453680730634, 119, 88, 22, 'Female', 55.36735257527879, 1.851952520163803, 0.051107617, 31, 16.143364827936583, 98.33333333333333, 'High Risk'),
(117107, 73, 12, '07:46.0', 37.17915871835924, 98.61625043446274, 113, 81, 41, 'Female', 77.53601802907056, 1.5133017872677947, 0.10843678033799498, 32, 33.85730637, 91.66666666666667, 'High Risk'),
(117108, 77, 15, '06:46.0', 37.443533026244936, 96.60042235579928, 119, 85, 32, 'Female', 94.51052286801402, 1.5242668996807613, 0.088873008, 34, 40.67786290430325, 96.33333333333333, 'High Risk'),
(117109, 99, 13, '05:46.0', 36.798035456797294, 96.26295306609488, 134, 88, 68, 'Female', 93.18974395, 1.8391546224288158, 0.11897015373688605, 46, 27.550636224519444, 103.33333333333333, 'High Risk'),
(117110, 68, 12, '04:46.0', 37.15047642284851, 96.75501380673361, 139, 82, 60, 'Female', 85.95983873836053, 1.554729822581835, 0.065617624, 57, 35.561963646116595, 101, 'High Risk'),
(117111, 77, 14, '03:46.0', 36.682766022504296, 99.57863687553554, 117, 71, 89, 'Male', 79.07383161253655, 1.763899646826596, 0.13178572659845295, 46, 25.414702892051086, 86.33333333333333, 'Low Risk'),
(117112, 99, 15, '02:46.0', 37.12712488931664, 95.16699563738737, 112, 72, 40, 'Male', 74.91172206425175, 1.791595235, 0.077574093, 40, 23.33834110866143, 85.33333333333333, 'High Risk'),
(117113, 97, 19, '01:46.0', 36.134866739559925, 99.14274892389989, 127, 74, 36, 'Female', 70.07105279831336, 1.5604880721589072, 0.14168863852861685, 53, 28.77515925331369, 91.66666666666666, 'High Risk'),
(117114, 87, 13, '00:46.0', 37.45734884988837, 99.99526510531712, 129, 79, 31, 'Male', 58.650100716156416, 1.535892897636262, 0.10154565819216307, 50, 24.86262032913484, 95.66666666666666, 'Low Risk'),
(117115, 63, 15, '59:46.0', 37.171432434199914, 98.06246553154193, 128, 88, 37, 'Female', 54.96192046355085, 1.517187735750433, 0.07552604, 40, 23.87719204576999, 101.33333333333333, 'Low Risk'),
(117116, 71, 19, '58:46.0', 37.02767911992062, 98.18006085769285, 119, 83, 42, 'Female', 61.144753556362836, 1.920031334359521, 0.1326865489984076, 36, 16.58603457113718, 95, 'High Risk'),
(117117, 95, 15, '57:46.0', 37.07579672, 98.20174799, 123, 77, 45, 'Female', 54.998465685616424, 1.7435892971486395, 0.058366209037135235, 46, 18.09098381182632, 92.33333333333333, 'High Risk'),
(117118, 63, 14, '56:46.0', 36.544338334924845, 97.89873044, 130, 78, 74, 'Male', 85.74008358312923, 1.9637676069138794, 0.079088744, 52, 22.23328928324802, 95.33333333333333, 'Low Risk'),
(117119, 69, 17, '55:46.0', 37.12347471676791, 99.30314061994123, 115, 78, 70, 'Female', 56.58598347493563, 1.5085564393813073, 0.12912533594619371, 37, 24.86484420321195, 90.33333333333333, 'Low Risk'),
(117120, 82, 12, '54:46.0', 36.390904377804596, 98.76701716147011, 113, 70, 46, 'Male', 60.58116005, 1.9334753666071942, 0.089639961, 43, 16.20542027460233, 84.33333333333333, 'High Risk'),
(117121, 71, 19, '53:46.0', 37.059059268555465, 99.77132030759027, 124, 81, 51, 'Female', 84.50390361, 1.6774508549631548, 0.12645559758546257, 43, 30.031509412040663, 95.33333333333333, 'High Risk'),
(117122, 61, 12, '52:46.0', 36.29670836060274, 99.64732306584385, 114, 83, 63, 'Male', 91.31672354682158, 1.5781241517277467, 0.051908601, 31, 36.66637601687623, 93.33333333333333, 'High Risk'),
(117123, 74, 19, '51:46.0', 36.98350051963004, 95.53399145802263, 114, 71, 70, 'Male', 82.71937733019041, 1.6391871730174816, 0.080865073, 43, 30.78578008334221, 85.33333333333333, 'High Risk'),
(117124, 88, 17, '50:46.0', 37.19663968029991, 98.86496766381696, 125, 72, 67, 'Male', 92.8465884, 1.9375031696110687, 0.091565408, 53, 24.733245433730346, 89.66666666666666, 'Low Risk'),
(117125, 93, 14, '49:46.0', 36.30334881250769, 96.92823750747672, 137, 73, 27, 'Female', 67.96957691461643, 1.699665764520777, 0.11648290513919486, 64, 23.528135527415376, 94.33333333333333, 'High Risk'),
(117126, 76, 15, '48:46.0', 37.42460023127407, 98.55899520115229, 136, 86, 70, 'Female', 77.19120839, 1.966231253966189, 0.092900795, 50, 19.966348605603738, 102.66666666666666, 'Low Risk'),
(117127, 61, 13, '47:46.0', 37.31971195, 98.15675539, 112, 77, 51, 'Female', 65.51676510508446, 1.7541173680994302, 0.14859370892249535, 35, 21.292916382346405, 88.66666666666667, 'Low Risk'),
(117128, 83, 12, '46:46.0', 36.572634680747335, 95.64291801574807, 112, 80, 34, 'Female', 60.81057489205586, 1.762031973998047, 0.14882427299731618, 32, 19.586261086053135, 90.66666666666667, 'Low Risk'),
(117129, 84, 14, '45:46.0', 36.63125367413398, 97.64627547025783, 127, 72, 83, 'Male', 51.768867248776715, 1.8296680923783373, 0.070828883, 55, 15.464078063624346, 90.33333333333333, 'High Risk'),
(117130, 69, 12, '44:46.0', 36.477255367094315, 96.55055720894805, 123, 73, 86, 'Female', 50.94265824960931, 1.5085754484260179, 0.058628196354273035, 50, 22.38450692297459, 89.66666666666666, 'Low Risk'),
(117131, 74, 19, '43:46.0', 37.46755589502901, 97.18731503537258, 114, 85, 37, 'Female', 84.63432601075499, 1.8977050054503841, 0.060388515, 29, 23.50115104757218, 94.66666666666667, 'Low Risk'),
(117132, 99, 19, '42:46.0', 36.586888612760184, 95.32033836784957, 110, 83, 40, 'Male', 51.24754523214289, 1.8965621085464404, 0.057416231, 27, 14.247508618915834, 92, 'High Risk'),
(117133, 90, 18, '41:46.0', 37.09310134518246, 96.98449723670522, 139, 72, 47, 'Male', 63.74214635702534, 1.7818442499609364, 0.075424666, 67, 20.076463026856377, 94.33333333333333, 'Low Risk'),
(117134, 64, 12, '40:46.0', 37.33176580122722, 99.80753429957949, 130, 85, 83, 'Male', 56.67800725572029, 1.5816333612894167, 0.099478306, 45, 22.657027854145298, 100, 'Low Risk'),
(117135, 72, 13, '39:46.0', 37.440765022745374, 96.25528251137492, 114, 73, 76, 'Female', 95.6263131, 1.5882094757872822, 0.092197001, 41, 37.91070371547627, 86.66666666666667, 'High Risk'),
(117136, 67, 18, '38:46.0', 37.00845068535013, 95.62381186714386, 118, 86, 47, 'Male', 65.61066413062261, 1.7976971880944579, 0.067880847, 32, 20.30211837199812, 96.66666666666667, 'Low Risk'),
(117137, 65, 15, '37:46.0', 36.46129803909242, 95.69633463960999, 114, 81, 41, 'Male', 91.11869835653107, 1.807698543920949, 0.090774417, 33, 27.88402675340496, 92, 'Low Risk'),
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(117314, 82, 12, '40:46.0', 36.99378938441177, 97.33018928582563, 118, 75, 29, 'Male', 67.78051630345159, 1.7611979791624712, 0.11115753297686767, 43, 21.85186534844753, 89.33333333333333, 'Low Risk'),
(117315, 93, 12, '39:46.0', 36.59322786427556, 95.74191068716928, 112, 75, 38, 'Female', 52.11203325196285, 1.684710741934291, 0.096668989, 37, 18.36061940905585, 87.33333333333333, 'High Risk'),
(117316, 94, 12, '38:46.0', 36.549910702328724, 97.92894479138711, 115, 72, 37, 'Male', 88.99101061, 1.5262319208368385, 0.14022285681039193, 43, 38.20366901398237, 86.33333333333333, 'High Risk'),
(117317, 78, 19, '37:46.0', 37.49229282868784, 97.32507507909368, 110, 77, 58, 'Female', 85.35872041583373, 1.7481066587469405, 0.11074274852395709, 33, 27.932643715207615, 88, 'Low Risk'),
(117318, 61, 17, '36:46.0', 36.804782372661606, 95.84628595738988, 115, 78, 41, 'Male', 99.94689528159938, 1.7275936288526315, 0.10509219901130418, 37, 33.48776168584778, 90.33333333333333, 'High Risk'),
(117319, 78, 14, '35:46.0', 37.28909116456097, 99.86198541609508, 128, 75, 31, 'Male', 87.55738765563966, 1.5828320215980107, 0.058503776, 53, 34.94806543163765, 92.66666666666666, 'High Risk'),
(117320, 83, 18, '34:46.0', 36.02584564983003, 98.04647294284729, 116, 83, 68, 'Female', 54.589098183989734, 1.5035233770019123, 0.11818722621405237, 33, 24.14824369059779, 94, 'Low Risk'),
(117321, 73, 14, '33:46.0', 36.42275023, 95.51206337864889, 131, 70, 35, 'Male', 80.56914519500681, 1.820739843134741, 0.1414660678217965, 61, 24.303731806879227, 90.33333333333333, 'Low Risk'),
(117322, 70, 19, '32:46.0', 36.17864190231595, 97.88983, 122, 88, 34, 'Female', 74.41074104987105, 1.7650223990037968, 0.11719923939693346, 34, 23.885546772361153, 99.33333333333333, 'Low Risk'),
(117323, 84, 12, '31:46.0', 36.65224778303205, 98.76498624, 134, 73, 87, 'Male', 96.50694206, 1.8050348569822723, 0.062456033600201126, 61, 29.620157858189195, 93.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(117325, 98, 17, '29:46.0', 36.43226064746117, 95.76136883805724, 138, 79, 41, 'Male', 74.10292877056622, 1.8529771234750834, 0.054937688, 59, 21.582177383893136, 98.66666666666666, 'High Risk'),
(117326, 92, 14, '28:46.0', 36.646584324273235, 95.59683628955705, 126, 79, 67, 'Female', 70.24371114186096, 1.551814169465631, 0.067605738, 47, 29.16943534335777, 94.66666666666667, 'High Risk'),
(117327, 86, 14, '27:46.0', 36.931096063788914, 95.85759741724416, 122, 76, 49, 'Female', 75.74402592908747, 1.6739316139054619, 0.097766683, 46, 27.03167528264092, 91.33333333333333, 'Low Risk'),
(117328, 97, 18, '26:46.0', 36.19345682, 96.19847831803138, 135, 85, 54, 'Male', 73.61093812693227, 1.9251461476194907, 0.12255924568798963, 50, 19.861632569668007, 101.66666666666666, 'High Risk'),
(117329, 78, 14, '25:46.0', 37.19025527942665, 98.12879935, 126, 79, 26, 'Female', 97.09676297101907, 1.536455948968471, 0.093956477, 47, 41.13055076, 94.66666666666667, 'High Risk'),
(117330, 90, 18, '24:46.0', 37.32504683494693, 99.42200849243493, 122, 76, 35, 'Male', 94.31306125439185, 1.5848546974950801, 0.053756581369990036, 46, 37.548529948645985, 91.33333333333333, 'High Risk'),
(117331, 67, 15, '23:46.0', 36.158044677881335, 95.59473655, 113, 85, 72, 'Female', 96.61110361620887, 1.9179734081336275, 0.074336298, 28, 26.262851623707004, 94.33333333333333, 'Low Risk'),
(117332, 81, 19, '22:46.0', 37.338690576393155, 96.48800335834125, 138, 74, 79, 'Female', 60.610162190057935, 1.7170319877232787, 0.1356895883865324, 64, 20.558369817731048, 95.33333333333333, 'Low Risk'),
(117333, 81, 19, '21:46.0', 36.22692984000676, 98.86347749109996, 136, 71, 89, 'Female', 78.92987601, 1.6965371324043812, 0.084945589, 65, 27.422982181481363, 92.66666666666666, 'Low Risk'),
(117334, 85, 14, '20:46.0', 36.10915847781839, 95.31937848780598, 132, 84, 20, 'Female', 81.29932696932306, 1.6721861043175974, 0.12496626996324843, 48, 29.074866545990755, 100, 'Low Risk'),
(117335, 99, 17, '19:46.0', 36.14763168274198, 97.56137462562641, 111, 80, 73, 'Female', 63.54586684886495, 1.5998302081538023, 0.14572029627024957, 31, 24.827873421322124, 90.33333333333333, 'High Risk'),
(117336, 72, 18, '18:46.0', 36.59011803931418, 96.16681519266405, 138, 72, 39, 'Female', 83.31769657508227, 1.5019618179879082, 0.11173485991109715, 66, 36.933415338953274, 94, 'High Risk'),
(117337, 75, 18, '17:46.0', 36.25728573557852, 95.2035974, 134, 89, 59, 'Male', 56.616612936314766, 1.8453082069625746, 0.06618316, 45, 16.626699886836217, 104, 'High Risk'),
(117338, 94, 13, '16:46.0', 37.36708900624518, 96.62932318396203, 112, 70, 71, 'Female', 82.66134947503454, 1.6978826272948775, 0.1275997387647466, 42, 28.673926104846185, 84, 'High Risk'),
(117339, 73, 12, '15:46.0', 36.458371094578645, 97.86832790471101, 130, 72, 44, 'Female', 72.60793213770967, 1.603847781637489, 0.1156574254697283, 58, 28.226548254183253, 91.33333333333333, 'Low Risk'),
(117340, 74, 18, '14:46.0', 36.81412318125184, 97.43182954897279, 126, 82, 81, 'Female', 85.27251419723208, 1.7111110278440638, 0.10305963087012907, 44, 29.12411166388776, 96.66666666666667, 'Low Risk'),
(117341, 87, 15, '13:46.0', 37.42174881, 97.05359909539261, 112, 88, 70, 'Female', 65.47531859837889, 1.5856300184673218, 0.099587758, 24, 26.041974071097187, 96, 'Low Risk'),
(117342, 66, 12, '12:46.0', 37.42570853282291, 95.37893268, 125, 75, 79, 'Male', 83.11216236425334, 1.6243226532996329, 0.061398145, 50, 31.500683658310017, 91.66666666666666, 'High Risk'),
(117343, 62, 14, '11:46.0', 36.29418804407328, 99.55503434041344, 127, 70, 40, 'Male', 54.45609700255772, 1.7655987887586577, 0.12822361690488698, 57, 17.468775630430144, 89, 'High Risk'),
(117344, 88, 15, '10:46.0', 36.122268977836654, 98.29152574298816, 122, 75, 68, 'Female', 98.23284468490917, 1.5795526950210914, 0.11497898251203173, 47, 39.37209125853807, 90.66666666666667, 'High Risk'),
(117345, 64, 19, '09:46.0', 36.88927354, 95.90301861793836, 134, 82, 78, 'Female', 53.20796018034817, 1.8428593757693377, 0.12820827163008933, 52, 15.667229918901082, 99.33333333333333, 'High Risk'),
(117346, 82, 18, '08:46.0', 36.33078389213646, 95.57578330772056, 123, 71, 43, 'Male', 92.95526518023098, 1.8330529338218284, 0.10093546214292348, 52, 27.66457363414881, 88.33333333333333, 'Low Risk'),
(117347, 71, 18, '07:46.0', 37.351608154411174, 96.38088997045224, 119, 75, 39, 'Female', 87.22144066, 1.979569346999257, 0.13880687675393732, 44, 22.257778449136556, 89.66666666666667, 'Low Risk'),
(117348, 69, 12, '06:46.0', 36.147686058057616, 98.50550275117192, 135, 89, 31, 'Female', 85.48570958865366, 1.828378031722838, 0.081878205, 46, 25.57181370876933, 104.33333333333333, 'Low Risk'),
(117349, 64, 17, '05:46.0', 36.69213899020517, 99.47127405565851, 126, 81, 25, 'Male', 52.168273826588255, 1.6576169233765883, 0.083208675, 45, 18.98620312017866, 96, 'Low Risk'),
(117350, 92, 12, '04:46.0', 36.34209470422321, 95.35845611603752, 122, 71, 79, 'Female', 95.21990463267579, 1.8918008726508804, 0.10585757320207467, 51, 26.605835357309456, 88, 'High Risk'),
(117351, 66, 17, '03:46.0', 36.25601794212471, 95.04986967474967, 124, 76, 46, 'Female', 94.73096309073344, 1.670250343484549, 0.071353562, 48, 33.95696078869799, 92, 'High Risk'),
(117352, 86, 14, '02:46.0', 36.38067728865351, 96.20451683020406, 135, 80, 55, 'Female', 67.23214567188114, 1.7995774351987834, 0.12457014060229184, 55, 20.76040845346245, 98.33333333333333, 'Low Risk'),
(117353, 90, 15, '01:46.0', 36.62959199493659, 97.57980977337856, 114, 83, 86, 'Female', 50.78105743357255, 1.5506103740868173, 0.091513296, 31, 21.120119428488806, 93.33333333333333, 'Low Risk'),
(117354, 78, 14, '00:46.0', 36.190535230592324, 97.65190876754076, 133, 85, 24, 'Female', 87.10041235742281, 1.7571892774772715, 0.13883404433869895, 48, 28.208703245187394, 101, 'Low Risk'),
(117355, 64, 18, '59:46.0', 37.01102874853816, 96.93640053578702, 133, 72, 70, 'Male', 96.94928145531298, 1.807799984, 0.10842850584167502, 61, 29.664964865728273, 92.33333333333333, 'Low Risk'),
(117356, 74, 14, '58:46.0', 36.62894214072836, 98.18979062830515, 117, 88, 76, 'Male', 74.88694775620534, 1.6747432368894144, 0.094281411, 29, 26.699901835755945, 97.66666666666667, 'Low Risk'),
(117357, 65, 13, '57:46.0', 36.20664112730887, 97.50732619779954, 123, 74, 65, 'Male', 69.38175804256468, 1.5126138283626247, 0.057387255, 49, 30.32418707931044, 90.33333333333333, 'High Risk'),
(117358, 64, 17, '56:46.0', 36.33032623477672, 96.95404446838631, 123, 72, 69, 'Female', 54.88136719191793, 1.9871231859624803, 0.096440575, 51, 13.898737105513776, 89, 'High Risk'),
(117359, 61, 14, '55:46.0', 37.39984703321045, 97.38504714382142, 110, 84, 83, 'Female', 56.99220237369871, 1.5831133459033202, 0.091914322, 26, 22.740050235006187, 92.66666666666667, 'Low Risk'),
(117360, 77, 17, '54:46.0', 36.267408571830565, 98.15261359390468, 122, 82, 33, 'Female', 95.97115371600106, 1.7409714144773574, 0.1473833820379504, 40, 31.66339180615001, 95.33333333333333, 'High Risk'),
(117361, 88, 13, '53:46.0', 36.83672511524889, 98.73289874546003, 118, 82, 19, 'Male', 86.26704894103098, 1.7564741039162557, 0.1465739959457083, 36, 27.96156269082972, 94, 'Low Risk'),
(117362, 71, 12, '52:46.0', 36.011610440475025, 98.39941998870587, 111, 76, 80, 'Male', 80.00392261033859, 1.5391573632952875, 0.088254949, 35, 33.77110199170085, 87.66666666666667, 'High Risk'),
(117363, 95, 12, '51:46.0', 37.072109673817444, 98.37490719298346, 125, 73, 47, 'Male', 53.35464032224526, 1.5604300267857896, 0.10326897043671784, 52, 21.912079714342223, 90.33333333333333, 'High Risk'),
(117364, 83, 12, '50:46.0', 36.12127882264549, 97.07309448501528, 137, 80, 62, 'Female', 81.35823709395822, 1.605496068992147, 0.094455429, 57, 31.563346023247256, 99, 'High Risk'),
(117365, 88, 19, '49:46.0', 37.157907749116816, 98.50469327520284, 139, 77, 26, 'Female', 93.55964205379316, 1.783064520880682, 0.1217024058397034, 62, 29.427572236099216, 97.66666666666666, 'Low Risk'),
(117366, 77, 16, '48:46.0', 36.821493176421136, 99.77455738, 120, 87, 83, 'Female', 67.24657392960941, 1.6951787170278627, 0.100713055, 33, 23.401256694201123, 98, 'Low Risk'),
(117367, 90, 19, '47:46.0', 36.85229723973531, 99.49998792990304, 137, 86, 53, 'Female', 87.98515240577724, 1.8040005610972467, 0.073201392, 51, 27.035602600848833, 103, 'Low Risk'),
(117368, 77, 14, '46:46.0', 36.09963835401205, 96.79560382983927, 131, 88, 84, 'Male', 98.79369245068486, 1.7282362264868785, 0.11224935495910704, 43, 33.07676356499252, 102.33333333333333, 'High Risk'),
(117369, 87, 13, '45:46.0', 36.41706486028397, 98.34212095918679, 128, 71, 71, 'Male', 79.17101849824084, 1.8159027938997698, 0.078142291, 57, 24.00938514179173, 90, 'Low Risk'),
(117370, 96, 15, '44:46.0', 37.33100597208357, 99.58171768648536, 113, 71, 33, 'Female', 82.60061549281419, 1.5306844906634627, 0.061136183, 42, 35.25428570772189, 85, 'High Risk'),
(117371, 87, 14, '43:46.0', 36.825523139870256, 99.69846238642516, 130, 78, 45, 'Male', 81.26024546680013, 1.590871645421291, 0.050811824142440336, 52, 32.107600247070735, 95.33333333333333, 'High Risk'),
(117372, 63, 15, '42:46.0', 36.39200839975219, 97.34686252037457, 120, 86, 75, 'Female', 69.75521867127114, 1.9458507002139869, 0.145602764, 34, 18.42288641603136, 97.33333333333333, 'High Risk'),
(117373, 65, 12, '41:46.0', 36.37132516837831, 97.98355807909388, 134, 78, 24, 'Male', 50.21915029002962, 1.9712646983849629, 0.070509686, 56, 12.923479878672419, 96.66666666666666, 'High Risk'),
(117374, 98, 18, '40:46.0', 36.827309031002365, 96.73915152064451, 123, 71, 21, 'Male', 60.191165773422206, 1.732461749063401, 0.067793287, 52, 20.05420478735379, 88.33333333333333, 'High Risk'),
(117375, 95, 19, '39:46.0', 37.38700211573873, 96.5182164, 113, 77, 24, 'Female', 85.46867848811189, 1.8583499797125276, 0.095239262, 36, 24.748676248921107, 89, 'High Risk'),
(117376, 80, 16, '38:46.0', 37.039042699177266, 99.54676075406921, 137, 81, 19, 'Male', 77.64158555840959, 1.606653082951547, 0.054037092882864284, 56, 30.078084308194402, 99.66666666666666, 'High Risk'),
(117377, 99, 17, '37:46.0', 36.97272461228179, 96.02631034842575, 118, 72, 29, 'Female', 63.05026482431763, 1.9195327456514621, 0.11903865017402426, 46, 17.11180666, 87.33333333333333, 'High Risk'),
(117378, 89, 15, '36:46.0', 37.061058612522494, 98.19536608, 117, 87, 66, 'Male', 79.84075210673225, 1.713362160499218, 0.055832524, 30, 27.197330372909132, 97, 'Low Risk'),
(117379, 69, 16, '35:46.0', 36.92285542539034, 95.37857587002706, 117, 87, 18, 'Female', 62.22904240479022, 1.7728715554711867, 0.085877195, 30, 19.79878656077143, 97, 'Low Risk'),
(117380, 73, 18, '34:46.0', 37.30830982722981, 95.09649892324431, 131, 82, 41, 'Male', 86.95435882546994, 1.8043796185624916, 0.13567021400930313, 49, 26.70764109079728, 98.33333333333333, 'Low Risk'),
(117381, 73, 19, '33:46.0', 36.30034978377965, 97.59012144527571, 132, 84, 77, 'Female', 82.37247046860614, 1.554343580675965, 0.12387600156521084, 48, 34.09479185331633, 100, 'High Risk'),
(117382, 81, 15, '32:46.0', 37.05424886790122, 96.47181903577567, 135, 76, 66, 'Male', 78.92085368586245, 1.7258007410893341, 0.1421679798606446, 59, 26.497839919030334, 95.66666666666666, 'Low Risk'),
(117383, 71, 12, '31:46.0', 36.02069067336302, 99.90927311809236, 133, 76, 30, 'Female', 72.93550902846684, 1.728967447893155, 0.13911517762024372, 57, 24.398626846480425, 95, 'Low Risk'),
(117384, 60, 18, '30:46.0', 36.70160493787804, 99.48496398883348, 117, 71, 73, 'Male', 60.29211828309937, 1.542042544973965, 0.10061333817543527, 46, 25.355246108668393, 86.33333333333333, 'Low Risk'),
(117385, 71, 12, '29:46.0', 36.24958207164364, 96.68219527, 118, 77, 71, 'Male', 68.54854204534709, 1.9687065925571505, 0.077123838, 41, 17.686269198813797, 90.66666666666667, 'High Risk'),
(117386, 61, 18, '28:46.0', 36.83837181368543, 95.07759696041664, 120, 78, 52, 'Female', 64.43594905703758, 1.7715531032521574, 0.14222574137998215, 42, 20.53146217590451, 92, 'Low Risk'),
(117387, 82, 16, '27:46.0', 37.16917765752777, 97.71116701558873, 120, 86, 75, 'Male', 53.1569404, 1.983145337930841, 0.053192011, 34, 13.516084220399293, 97.33333333333333, 'High Risk'),
(117388, 86, 18, '26:46.0', 36.91319241558586, 95.44946303596944, 115, 77, 42, 'Male', 96.36363312221195, 1.5912129584153178, 0.079074719, 38, 38.05892802293824, 89.66666666666667, 'High Risk'),
(117389, 74, 16, '25:46.0', 36.23574309143903, 97.26302169999033, 131, 86, 71, 'Female', 93.71608300284947, 1.7050315563262026, 0.1135658670595987, 45, 32.23660411732153, 101, 'High Risk'),
(117390, 66, 16, '24:46.0', 36.651241284700056, 98.28272786316298, 138, 89, 78, 'Female', 88.63848901399955, 1.638160563756414, 0.10162916147738324, 49, 33.030063659854555, 105.33333333333333, 'High Risk'),
(117391, 73, 17, '23:46.0', 36.36911686934159, 96.89404333598458, 134, 87, 69, 'Male', 77.82148193336891, 1.6343509382282466, 0.10782395132252108, 47, 29.134586815061688, 102.66666666666667, 'Low Risk'),
(117392, 87, 18, '22:46.0', 36.11219847685296, 99.63114486534549, 138, 77, 87, 'Male', 56.253864414807495, 1.8530756207362247, 0.13101643085707038, 61, 16.38196814698692, 97.33333333333333, 'High Risk'),
(117393, 79, 14, '21:46.0', 37.334215361020256, 95.71328172891795, 118, 75, 57, 'Male', 91.61422865167151, 1.6493998660227658, 0.12365151135240321, 43, 33.67526480666699, 89.33333333333333, 'High Risk'),
(117394, 73, 19, '20:46.0', 36.73865176747404, 98.65158831652302, 111, 78, 51, 'Female', 52.72725262747507, 1.7724143631660747, 0.050836885661803145, 33, 16.78435363714238, 89, 'High Risk'),
(117395, 76, 17, '19:46.0', 37.03189568199104, 99.48531385733217, 131, 86, 48, 'Female', 81.00010995397554, 1.6155611108807086, 0.070176255, 45, 31.034076581031858, 101, 'High Risk'),
(117396, 80, 14, '18:46.0', 36.50696614994329, 95.11306436132918, 129, 82, 76, 'Male', 52.747953132522454, 1.7432043380326387, 0.05116053, 47, 17.35837297231248, 97.66666666666667, 'High Risk'),
(117397, 92, 14, '17:46.0', 36.52893253657521, 96.58873906727219, 112, 82, 65, 'Male', 74.27199777951144, 1.6789442029452433, 0.14864473356675406, 30, 26.348298760557523, 92, 'High Risk'),
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(117574, 80, 19, '20:46.0', 37.08879627265834, 96.52254632448401, 134, 74, 39, 'Male', 64.72165767, 1.6381912219310235, 0.087242411, 60, 24.116842274224673, 94, 'Low Risk'),
(117575, 64, 15, '19:46.0', 37.43550322666134, 99.67394551163027, 122, 78, 88, 'Male', 63.37312019151784, 1.7844417718115544, 0.075757018, 44, 19.90216526137262, 92.66666666666667, 'Low Risk'),
(117576, 97, 15, '18:46.0', 37.44244793086176, 98.66299958326218, 117, 73, 65, 'Female', 87.71979190720008, 1.5234447681377767, 0.058251683, 44, 37.79585423477958, 87.66666666666667, 'High Risk'),
(117577, 68, 18, '17:46.0', 36.41284287964665, 98.44759969734869, 115, 87, 46, 'Female', 76.60723686264947, 1.6521690471361334, 0.10263799662250103, 28, 28.06472784, 96.33333333333333, 'Low Risk'),
(117578, 72, 17, '16:46.0', 37.07196525083712, 98.60172592, 134, 87, 32, 'Male', 53.674805483567006, 1.8668481333451759, 0.11894107749973762, 47, 15.401126906838481, 102.66666666666667, 'High Risk'),
(117579, 68, 15, '15:46.0', 36.84320335074948, 95.81198250063542, 134, 85, 68, 'Male', 65.78043784323232, 1.7965599713108682, 0.1072970104011735, 49, 20.380429013325422, 101.33333333333333, 'Low Risk'),
(117580, 75, 13, '14:46.0', 36.02896166863752, 99.48595372945653, 129, 75, 74, 'Male', 90.80663218802984, 1.5856161347848243, 0.135451556, 54, 36.11781391688102, 93, 'High Risk'),
(117581, 81, 15, '13:46.0', 37.33920726, 98.50575321080599, 126, 80, 23, 'Female', 88.31829495, 1.9820187385724704, 0.062854943, 46, 22.482011408236538, 95.33333333333333, 'Low Risk'),
(117582, 80, 15, '12:46.0', 37.025244979965805, 95.28917761728381, 116, 74, 25, 'Female', 77.90607687855848, 1.6278569421131968, 0.13849896645771148, 42, 29.39942680999741, 88, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(117583, 75, 18, '11:46.0', 37.363610876962206, 99.14640602193818, 128, 75, 37, 'Male', 81.56839037157646, 1.9217813210673835, 0.084766764, 53, 22.085841771368354, 92.66666666666666, 'Low Risk'),
(117584, 98, 19, '10:46.0', 36.30500652420881, 99.28857786435431, 136, 74, 21, 'Male', 99.44059788596667, 1.5037068792286936, 0.10224969864620162, 62, 43.97819025, 94.66666666666666, 'High Risk'),
(117585, 88, 17, '09:46.0', 37.36405412782265, 97.57090078211012, 113, 84, 78, 'Female', 61.91583552781573, 1.5138341679675293, 0.089500852, 29, 27.017498213510727, 93.66666666666667, 'Low Risk'),
(117586, 90, 17, '08:46.0', 36.319898444258975, 98.62526049694999, 134, 77, 56, 'Female', 68.22269749132415, 1.7149746601169715, 0.07463742, 57, 23.196019881860956, 96, 'Low Risk'),
(117587, 73, 16, '07:46.0', 36.68585520916275, 97.73258567421045, 120, 76, 73, 'Female', 64.04971730396741, 1.6522896477448843, 0.12314458698773742, 44, 23.460910003857382, 90.66666666666667, 'Low Risk'),
(117588, 71, 15, '06:46.0', 37.440021866803555, 98.19350952548042, 126, 87, 19, 'Female', 76.37035265611871, 1.924164552071454, 0.055549547223875985, 39, 20.62720462461173, 100, 'Low Risk'),
(117589, 89, 13, '05:46.0', 37.38370107604893, 96.86059171032457, 137, 84, 70, 'Male', 95.85871546321027, 1.6366261355931033, 0.1269308926009272, 53, 35.78760543827175, 101.66666666666666, 'High Risk'),
(117590, 77, 19, '04:46.0', 36.11533771665936, 96.94443612595393, 136, 87, 19, 'Female', 61.12905799604199, 1.6416480683099386, 0.10661698213769635, 49, 22.682325756563582, 103.33333333333333, 'Low Risk'),
(117591, 84, 19, '03:46.0', 37.02828072718624, 97.98315674653989, 134, 73, 73, 'Female', 80.57706440840587, 1.6163016230123188, 0.12368592584256113, 61, 30.843710844561922, 93.33333333333333, 'High Risk'),
(117592, 77, 16, '02:46.0', 37.2846859, 97.95445406138775, 116, 76, 19, 'Female', 73.19901981265326, 1.9336180853960818, 0.10012991399835122, 40, 19.577799058779142, 89.33333333333333, 'Low Risk'),
(117593, 86, 17, '01:46.0', 36.35667604564636, 96.28701026959945, 130, 72, 21, 'Male', 89.01132999, 1.6116682973358425, 0.10288038574305451, 58, 34.26841076438791, 91.33333333333333, 'High Risk'),
(117594, 95, 17, '00:46.0', 36.810670093536615, 96.78719305994616, 133, 81, 35, 'Male', 75.56698713, 1.9213752946711518, 0.065392729, 52, 20.46952207556465, 98.33333333333333, 'High Risk'),
(117595, 69, 16, '59:46.0', 36.604932930782866, 96.13761121991199, 139, 71, 66, 'Male', 75.12376163383509, 1.7625210327377108, 0.064425147, 68, 24.182918345560058, 93.66666666666666, 'Low Risk'),
(117596, 60, 13, '58:46.0', 37.29204750133475, 97.79987542, 129, 87, 82, 'Male', 68.64575306199671, 1.7929164997115286, 0.1413151912472725, 42, 21.354703500979337, 101, 'Low Risk'),
(117597, 75, 19, '57:46.0', 37.23600712911348, 99.59567830937668, 116, 88, 41, 'Female', 51.367291916827384, 1.6055741297714419, 0.13099549262936552, 28, 19.92626706026168, 97.33333333333333, 'Low Risk'),
(117598, 87, 17, '56:46.0', 36.61924305242266, 99.37722251651502, 110, 72, 83, 'Male', 71.49202045079214, 1.855777731750774, 0.11473012417968927, 38, 20.758962895788336, 84.66666666666667, 'Low Risk'),
(117599, 77, 17, '55:46.0', 37.354517313179436, 97.11088810845526, 123, 79, 36, 'Male', 67.60670281552684, 1.7841876725560881, 0.13635045929136314, 44, 21.237758944451464, 93.66666666666667, 'Low Risk'),
(117600, 64, 19, '54:46.0', 36.199413890091044, 98.08684796818335, 133, 80, 81, 'Female', 74.24587095360833, 1.8827992304287315, 0.13681571115630284, 53, 20.944224380606233, 97.66666666666666, 'Low Risk'),
(117601, 66, 14, '53:46.0', 37.168861160083054, 99.53378458028156, 133, 84, 61, 'Female', 94.82451606075452, 1.6964367601024106, 0.072631551, 49, 32.949231199534324, 100.33333333333333, 'High Risk'),
(117602, 86, 13, '52:46.0', 36.20764127550189, 97.38889103185996, 121, 84, 41, 'Female', 71.86969391164361, 1.5295193220318342, 0.072409468, 37, 30.72103618470794, 96.33333333333333, 'High Risk'),
(117603, 97, 15, '51:46.0', 36.64641164869083, 97.24839730297903, 124, 70, 64, 'Male', 59.213679528998554, 1.7098475758355909, 0.050590321361327774, 54, 20.253834408120753, 88, 'High Risk'),
(117604, 68, 14, '50:46.0', 37.189242988342414, 98.28561834003598, 113, 79, 18, 'Male', 81.20505499241162, 1.8128797091080686, 0.071182489, 34, 24.708426464385802, 90.33333333333333, 'Low Risk'),
(117605, 65, 14, '49:46.0', 36.44883178204748, 95.81907049539195, 125, 80, 24, 'Male', 82.26149279, 1.7667396814938694, 0.1309358991856966, 45, 26.354298418466236, 95, 'Low Risk'),
(117606, 88, 17, '48:46.0', 37.332423479443825, 95.40227819115673, 123, 84, 59, 'Female', 81.47342483213396, 1.6741597604944585, 0.12991670416604206, 39, 29.06847005831768, 97, 'Low Risk'),
(117607, 86, 12, '47:46.0', 36.53892840630971, 99.66653509235941, 129, 70, 74, 'Female', 77.22952591, 1.5093785940954063, 0.11471600914550341, 59, 33.89900848971185, 89.66666666666666, 'High Risk'),
(117608, 68, 17, '46:46.0', 36.05063726885886, 95.66674711334542, 133, 80, 39, 'Male', 65.22451742, 1.686260153342329, 0.073895901, 53, 22.938325923578173, 97.66666666666666, 'Low Risk'),
(117609, 79, 19, '45:46.0', 36.5367343, 95.79266954017888, 136, 88, 83, 'Male', 54.93413526010285, 1.7691393317760842, 0.083083635, 48, 17.551660778660075, 104, 'High Risk'),
(117610, 95, 16, '44:46.0', 36.35294030113317, 96.29358399, 114, 71, 22, 'Female', 51.15249350892714, 1.5623473399588534, 0.13343198843596454, 43, 20.956156075804504, 85.33333333333333, 'High Risk'),
(117611, 82, 12, '43:46.0', 37.36785958126554, 96.64551395369799, 118, 76, 67, 'Male', 55.093749666300546, 1.7006399530752097, 0.14221634220242568, 42, 19.04923659696859, 90, 'Low Risk'),
(117612, 79, 19, '42:46.0', 37.19722253084596, 97.77904611980584, 122, 86, 69, 'Male', 72.04807764597045, 1.9053986657322555, 0.091602464, 36, 19.84498084864685, 98, 'Low Risk'),
(117613, 60, 13, '41:46.0', 37.26858471803806, 96.26666947367592, 114, 72, 54, 'Male', 79.21182545242635, 1.6463507620036473, 0.090003776, 42, 29.224378484504427, 86, 'Low Risk'),
(117614, 90, 14, '40:46.0', 37.49700817456401, 96.52441561, 125, 88, 66, 'Male', 61.57575519731475, 1.6062681974728585, 0.076200517, 37, 23.865669676124114, 100.33333333333333, 'Low Risk'),
(117615, 77, 15, '39:46.0', 37.029483, 97.50347452822407, 139, 71, 86, 'Male', 95.10809812, 1.5005038995547193, 0.085225613, 68, 42.24188017835203, 93.66666666666666, 'High Risk'),
(117616, 92, 13, '38:46.0', 37.30708617105199, 96.23392970644566, 135, 87, 65, 'Male', 79.69686777143133, 1.8333663352965042, 0.089480896, 48, 23.710611151036023, 103, 'High Risk'),
(117617, 79, 17, '37:46.0', 36.67306958735279, 97.13863756050623, 131, 81, 33, 'Male', 92.93182159, 1.674622007946498, 0.078961123, 50, 33.13834851912931, 97.66666666666666, 'High Risk'),
(117618, 60, 17, '36:46.0', 36.84738808079732, 99.66686844491959, 112, 81, 64, 'Female', 77.30848706558903, 1.7229328056014654, 0.063166251, 31, 26.042968976582877, 91.33333333333333, 'Low Risk'),
(117619, 91, 12, '35:46.0', 37.440862605757715, 97.14178617466558, 120, 85, 38, 'Female', 72.33775448187286, 1.5469569139379327, 0.10424993441958244, 35, 30.227942507595976, 96.66666666666667, 'High Risk'),
(117620, 89, 12, '34:46.0', 37.10568736939746, 97.28735880199373, 127, 86, 75, 'Female', 80.62302450736296, 1.7014643745007165, 0.074116246, 41, 27.849241157219144, 99.66666666666667, 'Low Risk'),
(117621, 96, 14, '33:46.0', 36.19073554155216, 95.31236461, 127, 76, 64, 'Female', 76.87407332934083, 1.9828221474365757, 0.094946306, 51, 19.552953673070384, 93, 'High Risk'),
(117622, 98, 16, '32:46.0', 36.79033834140443, 97.43635116410356, 115, 75, 75, 'Female', 88.95660011, 1.888691714, 0.09184363, 40, 24.937678737007843, 88.33333333333333, 'High Risk'),
(117623, 79, 15, '31:46.0', 36.763564606091954, 99.09466727633331, 131, 86, 61, 'Male', 94.45906798504441, 1.5485439960579344, 0.12130362174512792, 45, 39.39095941480432, 101, 'High Risk'),
(117624, 66, 14, '30:46.0', 36.62540573295692, 97.80155501743643, 118, 83, 57, 'Female', 97.11490826389618, 1.7806450396976197, 0.14192287603140125, 35, 30.628885602904305, 94.66666666666667, 'High Risk'),
(117625, 86, 13, '29:46.0', 36.395435594126475, 95.07470564527806, 110, 79, 48, 'Female', 67.86078652739086, 1.6455659329711911, 0.086906037, 31, 25.060418148549633, 89.33333333333333, 'Low Risk'),
(117626, 69, 16, '28:46.0', 37.27231817394089, 98.49715160373972, 136, 76, 49, 'Female', 64.80402590602401, 1.5849361934366737, 0.12189110765661795, 60, 25.797547508095626, 96, 'Low Risk'),
(117627, 69, 15, '27:46.0', 36.12869660423132, 97.72155688879982, 132, 77, 39, 'Male', 50.769192947286065, 1.530311767032732, 0.056374688, 55, 21.67905885070194, 95.33333333333333, 'Low Risk'),
(117628, 65, 15, '26:46.0', 36.709795555168164, 96.50173830010834, 118, 81, 21, 'Female', 87.86601849386834, 1.5899254760058485, 0.1057481763434831, 37, 34.75901100046684, 93.33333333333333, 'High Risk'),
(117629, 85, 14, '25:46.0', 36.46456886, 95.68962237597277, 110, 72, 62, 'Male', 85.07952856969484, 1.7557412922617068, 0.1030299829054313, 38, 27.599678836950826, 84.66666666666667, 'Low Risk'),
(117630, 87, 16, '24:46.0', 36.18364618108304, 97.07312978991564, 137, 70, 44, 'Female', 50.74909992696668, 1.6487692975494341, 0.14064274149529754, 67, 18.668462889685298, 92.33333333333333, 'Low Risk'),
(117631, 98, 16, '23:46.0', 36.661573321552765, 99.84533575, 128, 79, 32, 'Female', 96.17155441314583, 1.6088871320008074, 0.11664406731626938, 49, 37.15313616249776, 95.33333333333333, 'High Risk'),
(117632, 76, 12, '22:46.0', 37.363561129789325, 99.19763042, 138, 70, 26, 'Male', 93.26964050419866, 1.7461023509574582, 0.059748912248328304, 68, 30.591509602131154, 92.66666666666666, 'High Risk'),
(117633, 98, 18, '21:46.0', 36.145322696474594, 97.47873933, 126, 73, 31, 'Female', 53.10287439085581, 1.916157280416289, 0.091668685, 53, 14.462911286928886, 90.66666666666666, 'High Risk'),
(117634, 89, 14, '20:46.0', 36.33422894919625, 96.58914067107993, 132, 89, 26, 'Female', 52.92797826182729, 1.598889485074697, 0.14226382734468396, 43, 20.70372127, 103.33333333333333, 'Low Risk'),
(117635, 92, 19, '19:46.0', 37.473840533314814, 98.70495683358602, 125, 78, 73, 'Female', 96.58791359521697, 1.811691736410778, 0.14151128231125212, 47, 29.427554868066824, 93.66666666666667, 'High Risk'),
(117636, 86, 16, '18:46.0', 36.606447319667254, 95.97033168444797, 126, 75, 66, 'Female', 91.95910748354855, 1.6887853259539876, 0.14896458333695994, 51, 32.243772938129545, 92, 'High Risk'),
(117637, 60, 15, '17:46.0', 36.22297972353349, 97.46114050990083, 124, 75, 64, 'Female', 52.83371395140338, 1.8785286895324615, 0.10326334746153984, 49, 14.971850306615964, 91.33333333333333, 'High Risk'),
(117638, 68, 18, '16:46.0', 36.462084040757034, 95.72699611214065, 112, 70, 75, 'Female', 88.39844687029083, 1.8501439464638878, 0.074698443, 42, 25.824599592098586, 84, 'Low Risk'),
(117639, 65, 16, '15:46.0', 37.25851234765309, 97.08865342809213, 128, 74, 33, 'Male', 52.10685204493951, 1.6840464561601938, 0.064139019, 54, 18.373280322403208, 92, 'High Risk'),
(117640, 88, 16, '14:46.0', 37.32706848418194, 97.90465771229557, 115, 88, 82, 'Female', 52.099551835211635, 1.7797061617157381, 0.1345961769458205, 27, 16.44891965739541, 97, 'High Risk'),
(117641, 70, 12, '13:46.0', 36.11651930310292, 96.35384948, 133, 78, 28, 'Male', 84.76317405226627, 1.6811697199149753, 0.10769833408433141, 55, 29.990526673428434, 96.33333333333333, 'Low Risk'),
(117642, 93, 17, '12:46.0', 37.12222733471819, 99.60321810263737, 138, 74, 18, 'Male', 80.36330783497829, 1.9245103352353234, 0.08032223, 64, 21.697880297959458, 95.33333333333333, 'High Risk'),
(117643, 93, 16, '11:46.0', 37.084416849563475, 97.29892873395553, 138, 89, 63, 'Female', 60.139594551405956, 1.9731683330515504, 0.10812090562380453, 49, 15.446575871539304, 105.33333333333333, 'High Risk'),
(117644, 74, 12, '10:46.0', 36.91395204047433, 97.24034648027796, 126, 75, 76, 'Female', 65.74067469763074, 1.7514585979296335, 0.13167263803519907, 51, 21.43060371725937, 92, 'Low Risk'),
(117645, 85, 19, '09:46.0', 37.04497268035311, 95.12898156037326, 133, 78, 44, 'Male', 99.81150446741503, 1.9598749785832341, 0.11252104874237862, 55, 25.985068441883318, 96.33333333333333, 'Low Risk'),
(117646, 69, 17, '08:46.0', 37.441589226704444, 96.55464867436594, 138, 73, 83, 'Male', 66.13159272174634, 1.619790209, 0.10805248725084188, 65, 25.20527519014085, 94.66666666666666, 'Low Risk'),
(117647, 89, 14, '07:46.0', 36.955896904174416, 99.24869337033824, 130, 74, 79, 'Male', 51.69111719741115, 1.5255383795111228, 0.14127802971474224, 56, 22.211078265682197, 92.66666666666666, 'Low Risk'),
(117648, 62, 13, '06:46.0', 36.86663050876761, 98.45631557207666, 121, 78, 57, 'Female', 76.97526799054035, 1.7493992513948595, 0.14628615645382403, 43, 25.152047057419157, 92.33333333333333, 'Low Risk'),
(117649, 60, 13, '05:46.0', 36.84382135576059, 96.35061944579822, 115, 79, 71, 'Male', 89.21874130439846, 1.590705234, 0.12334036218313245, 36, 35.259542416915814, 91, 'High Risk'),
(117650, 66, 14, '04:46.0', 36.54790319442296, 97.09330552791522, 130, 73, 22, 'Female', 53.697557735001965, 1.5176090588922435, 0.081495108, 57, 23.314962060422904, 92, 'Low Risk'),
(117651, 66, 17, '03:46.0', 37.464317723664095, 99.71411853165043, 121, 83, 56, 'Female', 63.62258555054108, 1.7224390153714426, 0.063204738, 38, 21.444879285083015, 95.66666666666667, 'Low Risk'),
(117652, 89, 18, '02:46.0', 36.63619592833508, 99.58849629849334, 137, 76, 51, 'Female', 95.87858948553443, 1.9788478779050485, 0.058048862, 61, 24.484814454601036, 96.33333333333333, 'Low Risk'),
(117653, 61, 12, '01:46.0', 36.727183196462626, 97.55605805026718, 131, 86, 39, 'Female', 51.49271642967401, 1.6590459182748987, 0.066163592, 45, 18.708070174464996, 101, 'Low Risk'),
(117654, 93, 13, '00:46.0', 36.86048090747753, 95.28825059866476, 137, 75, 71, 'Female', 63.92308803318437, 1.6829574046629563, 0.14382530981310243, 62, 22.56895749177838, 95.66666666666666, 'High Risk'),
(117655, 67, 15, '59:46.0', 37.03750138500515, 97.72466189337165, 118, 88, 51, 'Female', 78.87963601567733, 1.6187018681408814, 0.12809499135027286, 30, 30.104482223992544, 98, 'High Risk'),
(117656, 65, 16, '58:46.0', 36.08022510421941, 99.56094526455159, 116, 83, 32, 'Female', 55.27545085460045, 1.5852970882801805, 0.09747043, 33, 21.99434179081056, 94, 'Low Risk'),
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(117833, 77, 13, '01:46.0', 36.75450651061042, 96.19379791910029, 117, 74, 44, 'Male', 76.29889937469254, 1.7713994674191658, 0.11424710726187134, 43, 24.315614736765614, 88.33333333333333, 'Low Risk'),
(117834, 96, 15, '00:46.0', 36.521420108506284, 98.76879778635441, 138, 88, 53, 'Male', 52.978697370850654, 1.9654109167238016, 0.059514262, 50, 13.714960078381104, 104.66666666666666, 'High Risk'),
(117835, 73, 12, '59:46.0', 36.37258816126596, 95.14915638584378, 116, 77, 71, 'Male', 70.39550598598677, 1.603497349, 0.1138337671382622, 39, 27.378423828036308, 90, 'Low Risk'),
(117836, 63, 16, '58:46.0', 36.05978857139353, 95.62831159638812, 122, 79, 65, 'Male', 69.90632408, 1.7564801447014282, 0.13959214253950175, 43, 22.658438444840876, 93.33333333333333, 'Low Risk'),
(117837, 85, 18, '57:46.0', 36.06273557949848, 97.71574894669725, 132, 88, 26, 'Male', 99.72531100669154, 1.5445637217006272, 0.08196578, 44, 41.801680289529266, 102.66666666666667, 'High Risk'),
(117838, 75, 13, '56:46.0', 36.32948647652236, 95.57683673118053, 132, 80, 81, 'Female', 81.19048897227225, 1.8310705584899305, 0.05760346, 52, 24.215586801467666, 97.33333333333333, 'Low Risk'),
(117839, 74, 12, '55:46.0', 36.27634124873006, 97.50593952, 129, 89, 60, 'Male', 60.42644793841264, 1.544369765147474, 0.14028312308096091, 40, 25.335208601322027, 102.33333333333333, 'Low Risk'),
(117840, 60, 16, '54:46.0', 37.47297378773446, 98.98353827701347, 130, 82, 38, 'Male', 69.71950685, 1.5559160737629005, 0.11735227267429234, 48, 28.79930264462634, 98, 'Low Risk'),
(117841, 84, 18, '53:46.0', 36.249270125205854, 99.57104289486483, 112, 72, 55, 'Male', 57.149054086998085, 1.8129049225345961, 0.130431864, 40, 17.3883747, 85.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(117843, 65, 18, '51:46.0', 36.48341277392365, 98.98415585288623, 122, 73, 56, 'Female', 56.651510539767045, 1.9484087950312483, 0.14259400271011977, 49, 14.922834814694243, 89.33333333333333, 'High Risk'),
(117844, 61, 16, '50:46.0', 36.20500550538456, 98.68160424066781, 114, 82, 42, 'Male', 70.45297782240704, 1.7660577060187364, 0.091694222, 32, 22.58861346924496, 92.66666666666667, 'Low Risk'),
(117845, 60, 12, '49:46.0', 36.53315963616335, 95.4979056, 123, 83, 56, 'Male', 92.51606349600151, 1.8496760959904064, 0.1454395492312302, 40, 27.041188614126437, 96.33333333333333, 'Low Risk'),
(117846, 84, 13, '48:46.0', 36.7799724, 99.21592410466376, 117, 78, 61, 'Male', 77.02575700557995, 1.6471263584939013, 0.078415189, 39, 28.39109487296133, 91, 'Low Risk'),
(117847, 81, 12, '47:46.0', 36.56030167997771, 98.90284018245491, 121, 80, 18, 'Male', 72.67781229963171, 1.5706950249360414, 0.063916976, 41, 29.45900741234199, 93.66666666666667, 'Low Risk'),
(117848, 63, 14, '46:46.0', 36.26888899858221, 99.58457845673884, 124, 75, 77, 'Female', 82.07484607151883, 1.5131936584838186, 0.128013639, 49, 35.84437826242427, 91.33333333333333, 'High Risk'),
(117849, 99, 13, '45:46.0', 37.279924913597256, 99.94587564991822, 123, 76, 60, 'Female', 96.01056114435778, 1.671856093532135, 0.12651161215726303, 47, 34.349563540525395, 91.66666666666667, 'High Risk'),
(117850, 81, 13, '44:46.0', 36.27404402047944, 99.93903461, 114, 73, 43, 'Male', 55.00111629627009, 1.7660489287575383, 0.06935552, 41, 17.634617361366203, 86.66666666666667, 'High Risk'),
(117851, 85, 18, '43:46.0', 36.00042353864273, 97.65406734428893, 115, 77, 71, 'Female', 89.56569700081124, 1.9080528097696643, 0.13979937243123053, 38, 24.601462669112298, 89.66666666666667, 'Low Risk'),
(117852, 81, 16, '42:46.0', 37.198666237778156, 99.53101093740194, 119, 87, 68, 'Male', 91.71670785915632, 1.793910074030053, 0.091423675, 32, 28.50014831004017, 97.66666666666667, 'Low Risk'),
(117853, 99, 12, '41:46.0', 36.600324257922104, 95.67906097733811, 112, 80, 35, 'Male', 84.69042069411478, 1.5084958652492442, 0.14112802898426324, 32, 37.21740101354678, 90.66666666666667, 'High Risk'),
(117854, 85, 13, '40:46.0', 37.32578578086212, 98.61198487168501, 125, 87, 70, 'Male', 60.72929218804873, 1.6733343892943593, 0.05367456, 38, 21.68866128603135, 99.66666666666667, 'Low Risk'),
(117855, 79, 15, '39:46.0', 37.24125074, 97.08324026509918, 134, 81, 46, 'Male', 91.10206623373071, 1.5397080272789774, 0.11786184696751384, 53, 38.42832713331143, 98.66666666666666, 'High Risk'),
(117856, 92, 13, '38:46.0', 36.937088740004604, 96.03332872134192, 126, 82, 21, 'Male', 88.66978875, 1.5270622754427574, 0.14760316239075721, 44, 38.02438309636169, 96.66666666666667, 'High Risk'),
(117857, 96, 16, '37:46.0', 36.10033796185654, 97.82020708241335, 112, 88, 88, 'Male', 93.77357790144426, 1.7589421481924008, 0.050157717, 24, 30.309402517322873, 96, 'High Risk'),
(117858, 92, 14, '36:46.0', 36.17799044372568, 95.08984227455892, 111, 77, 87, 'Female', 52.64490356816407, 1.7808418293460433, 0.08948018, 34, 16.599906368441445, 88.33333333333333, 'High Risk'),
(117859, 71, 13, '35:46.0', 36.98478083240008, 98.25119868047743, 110, 70, 44, 'Female', 50.880512752743265, 1.627136873182709, 0.1465321137766306, 40, 19.217783898541793, 83.33333333333333, 'Low Risk'),
(117860, 60, 16, '34:46.0', 37.28447955008632, 98.60534233842931, 130, 76, 70, 'Male', 95.50994610508198, 1.9090061061294532, 0.13366044316740028, 54, 26.208005121334168, 94, 'Low Risk'),
(117861, 93, 18, '33:46.0', 36.072466909624126, 96.87790556975276, 114, 86, 35, 'Female', 54.62528762938176, 1.9862621721991882, 0.078950174, 28, 13.84588095966668, 95.33333333333333, 'High Risk'),
(117862, 81, 18, '32:46.0', 36.18681286990472, 98.38714786484678, 112, 85, 78, 'Female', 82.41473662703784, 1.9910533872020313, 0.080395618, 27, 20.78926162800184, 94, 'Low Risk'),
(117863, 69, 12, '31:46.0', 36.270094345680945, 99.94570575847472, 116, 86, 19, 'Female', 68.96512812, 1.8811740653072266, 0.10164156046353055, 30, 19.488193444910596, 96, 'Low Risk'),
(117864, 97, 14, '30:46.0', 36.53089877019367, 98.45369940612318, 135, 87, 25, 'Female', 79.98378277, 1.8259289266369976, 0.1071433625214151, 48, 23.990218429772792, 103, 'High Risk'),
(117865, 76, 12, '29:46.0', 37.35501777648601, 95.80810118054865, 126, 75, 69, 'Female', 68.06537017992142, 1.817383133422179, 0.051000759, 51, 20.607875618652884, 92, 'Low Risk'),
(117866, 67, 18, '28:46.0', 37.141478952467686, 99.67404454538261, 121, 75, 74, 'Male', 82.51888803832941, 1.7335160958722828, 0.1409457262099027, 46, 27.45981519870622, 90.33333333333333, 'Low Risk'),
(117867, 84, 12, '27:46.0', 36.648807271636876, 99.38662789, 115, 82, 40, 'Female', 51.96880273877665, 1.8095894412310587, 0.063942549, 33, 15.870207480547286, 93, 'High Risk'),
(117868, 65, 13, '26:46.0', 36.99664108045783, 95.22198517303346, 116, 86, 36, 'Female', 77.48928851, 1.855910533615199, 0.13483395894370293, 30, 22.49715496914116, 96, 'Low Risk'),
(117869, 98, 13, '25:46.0', 37.142844679621625, 99.87323945, 123, 72, 74, 'Female', 77.98920570486297, 1.8229892245843964, 0.060874343, 51, 23.46747122314976, 89, 'High Risk'),
(117870, 93, 17, '24:46.0', 36.42350580111684, 95.30611796562792, 115, 71, 41, 'Female', 53.602039442770646, 1.8298407287112406, 0.064055413, 44, 16.008650902158642, 85.66666666666667, 'High Risk'),
(117871, 96, 19, '23:46.0', 37.01122608562787, 99.85165397276543, 110, 74, 61, 'Male', 86.65680957050958, 1.6326815319474888, 0.13050377836244897, 36, 32.508709911118956, 86, 'High Risk'),
(117872, 79, 18, '22:46.0', 37.31573620468806, 99.52123592517813, 117, 82, 40, 'Male', 88.99236346514226, 1.6018025002076224, 0.14819866252353897, 35, 34.68444954963928, 93.66666666666667, 'High Risk'),
(117873, 81, 16, '21:46.0', 37.35703543654796, 95.64303897863535, 133, 80, 55, 'Female', 98.06835226910957, 1.8193042232904446, 0.095464469, 53, 29.629083851546806, 97.66666666666666, 'Low Risk'),
(117874, 97, 17, '20:46.0', 36.3598687, 97.55418772926599, 132, 85, 31, 'Female', 63.49698382013642, 1.5289096630639931, 0.059774694, 47, 27.16373251606201, 100.66666666666667, 'High Risk'),
(117875, 64, 19, '19:46.0', 36.19908494933173, 95.06381026, 122, 76, 21, 'Female', 78.83118108060403, 1.8429002717868412, 0.13487969355295892, 46, 23.211027451325947, 91.33333333333333, 'Low Risk'),
(117876, 96, 12, '18:46.0', 36.774787452455236, 97.19013504672631, 111, 87, 71, 'Female', 74.96607209815345, 1.837366226772143, 0.054834196546402314, 24, 22.206151470584466, 95, 'High Risk'),
(117877, 69, 13, '17:46.0', 36.25115293009171, 98.62914281435019, 132, 70, 26, 'Male', 66.64566673983907, 1.9322017160383065, 0.11681483092896089, 62, 17.851182506602154, 90.66666666666666, 'High Risk'),
(117878, 93, 14, '16:46.0', 36.07992036673444, 97.71202217, 130, 81, 59, 'Male', 69.54716624966919, 1.5113566703700907, 0.13998241136547077, 49, 30.447069937504555, 97.33333333333333, 'High Risk'),
(117879, 92, 14, '15:46.0', 36.311974795302426, 96.57376274592937, 134, 75, 56, 'Male', 76.06681395291474, 1.6607123165943405, 0.063908504, 59, 27.580771678503645, 94.66666666666666, 'High Risk'),
(117880, 60, 13, '14:46.0', 36.25482904372243, 95.60022819918959, 133, 86, 55, 'Male', 69.87655569195178, 1.928858358700674, 0.12288347097154471, 47, 18.78152337441517, 101.66666666666667, 'Low Risk'),
(117881, 95, 17, '13:46.0', 36.40865178983673, 95.17240166938308, 125, 74, 68, 'Male', 85.50981109129106, 1.9490516766034034, 0.055023386, 51, 22.509675742632886, 91, 'High Risk'),
(117882, 71, 16, '12:46.0', 36.25780327, 98.76170406985098, 127, 77, 48, 'Male', 83.11099208283161, 1.630297506057365, 0.14833083041924286, 50, 31.269773686497096, 93.66666666666666, 'High Risk'),
(117883, 60, 19, '11:46.0', 36.301287509394285, 96.97987029069415, 127, 74, 66, 'Male', 50.748159712014996, 1.695606215391717, 0.11761914055727074, 53, 17.651039966399434, 91.66666666666666, 'High Risk'),
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(117885, 84, 19, '09:46.0', 36.78760057603726, 95.60101602780792, 139, 79, 69, 'Female', 98.65693121484121, 1.939707249586425, 0.14525933311637762, 60, 26.22136068302496, 99, 'Low Risk'),
(117886, 82, 18, '08:46.0', 37.28839311764693, 95.76133985549122, 134, 75, 72, 'Male', 60.697820755779794, 1.9051802696272124, 0.052175740116412656, 59, 16.722490131630437, 94.66666666666666, 'High Risk'),
(117887, 65, 19, '07:46.0', 37.25606882, 98.15663799831025, 132, 72, 28, 'Male', 58.541270175700454, 1.8134070985103368, 0.099782575, 60, 17.802111559519442, 92, 'High Risk'),
(117888, 89, 18, '06:46.0', 36.02847722384719, 97.96047129024676, 138, 81, 60, 'Female', 64.64836397479759, 1.9367124247805587, 0.10045943975808896, 57, 17.23563392716254, 100, 'High Risk'),
(117889, 68, 19, '05:46.0', 36.710921357086825, 97.81115247776373, 110, 83, 70, 'Female', 79.39603810556845, 1.9690849932105348, 0.14678542063807054, 27, 20.477168633495193, 92, 'Low Risk'),
(117890, 98, 12, '04:46.0', 36.87516214431652, 95.00537734815826, 135, 78, 19, 'Male', 72.01278346014576, 1.8534743937143099, 0.13701027496869633, 57, 20.962178591489593, 97, 'High Risk'),
(117891, 67, 13, '03:46.0', 36.05416531184649, 97.40832086394184, 138, 73, 65, 'Male', 56.05342311, 1.829366287882424, 0.051838171, 65, 16.749459480144598, 94.66666666666666, 'High Risk'),
(117892, 75, 16, '02:46.0', 36.76143759853828, 95.99033379334865, 137, 76, 58, 'Male', 88.95159401426483, 1.660974573274783, 0.069031109, 61, 32.24243007809911, 96.33333333333333, 'High Risk'),
(117893, 65, 15, '01:46.0', 36.99157001803865, 97.59634836805373, 122, 74, 53, 'Female', 78.51650736026644, 1.6399886114846496, 0.14485810561682133, 48, 29.193039055214502, 90, 'Low Risk'),
(117894, 90, 13, '00:46.0', 36.54121900570745, 96.73559629320302, 113, 76, 80, 'Female', 51.35361323283394, 1.6626838047856523, 0.093471728, 37, 18.57597734357276, 88.33333333333333, 'Low Risk'),
(117895, 89, 17, '59:46.0', 36.57492147019285, 95.85165981773466, 132, 86, 86, 'Female', 65.79305562538497, 1.6073915097813334, 0.084537041, 46, 25.464591676257726, 101.33333333333333, 'Low Risk'),
(117896, 95, 12, '58:46.0', 36.76562338, 97.09960119054136, 125, 72, 45, 'Female', 98.46670605526424, 1.9751870608727986, 0.11167900790929705, 53, 25.23904664, 89.66666666666666, 'High Risk'),
(117897, 97, 14, '57:46.0', 37.03440719592602, 97.32957567, 120, 82, 53, 'Male', 95.65403783630018, 1.9671405132329274, 0.05014779, 38, 24.71909360341986, 94.66666666666667, 'High Risk'),
(117898, 84, 17, '56:46.0', 36.93438369942791, 99.84614824487062, 115, 75, 58, 'Female', 91.89944103538171, 1.825010701931132, 0.11903136103169433, 40, 27.591927411525223, 88.33333333333333, 'Low Risk'),
(117899, 88, 13, '55:46.0', 36.90717909246455, 95.26124945899097, 123, 77, 78, 'Male', 92.90284568353542, 1.8734803092844916, 0.1318949992066365, 46, 26.468586609880333, 92.33333333333333, 'Low Risk'),
(117900, 79, 15, '54:46.0', 36.699812994291385, 99.82916524292155, 137, 74, 72, 'Female', 64.78872002488441, 1.5506052160589197, 0.065138978, 63, 26.94616215595179, 95, 'Low Risk'),
(117901, 88, 16, '53:46.0', 37.10410125045417, 96.94627760770777, 126, 88, 74, 'Female', 74.44357083397642, 1.8232081138727287, 0.1492130482568269, 38, 22.395187708548974, 100.66666666666667, 'Low Risk'),
(117902, 66, 13, '52:46.0', 36.933078075404595, 99.45798240447415, 119, 80, 60, 'Female', 85.63390455, 1.9123890871639888, 0.089208554, 39, 23.414949903761805, 93, 'Low Risk'),
(117903, 85, 19, '51:46.0', 37.2546839, 95.22119748989745, 121, 74, 72, 'Female', 89.91400361167724, 1.563518186642103, 0.079053622, 47, 36.780824588275195, 89.66666666666667, 'High Risk'),
(117904, 70, 16, '50:46.0', 36.398271992642826, 95.80337065086471, 122, 85, 84, 'Male', 76.05473918, 1.9174511992602172, 0.056326949336359206, 37, 20.686053429961298, 97.33333333333333, 'Low Risk'),
(117905, 67, 14, '49:46.0', 36.04371778, 97.82933717, 117, 86, 24, 'Male', 75.01318284061577, 1.901642963640002, 0.1280720416621335, 31, 20.743385169664098, 96.33333333333333, 'Low Risk'),
(117906, 88, 17, '48:46.0', 37.260830152312224, 96.62652638384107, 124, 70, 78, 'Male', 81.90808686118342, 1.9812514119622018, 0.050513173, 54, 20.86640363583878, 88, 'Low Risk'),
(117907, 67, 14, '47:46.0', 37.39860804476309, 98.10808872868795, 122, 79, 38, 'Female', 70.11606115618753, 1.781454215749337, 0.1232470760277021, 43, 22.093686164055775, 93.33333333333333, 'Low Risk'),
(117908, 63, 15, '46:46.0', 36.082857534672144, 97.28795124, 124, 76, 37, 'Female', 58.836025, 1.8432040156651295, 0.11592847734407714, 48, 17.31795106001174, 92, 'High Risk'),
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(117910, 78, 17, '44:46.0', 36.66430987541552, 97.50959154421814, 131, 74, 64, 'Female', 89.55457076876255, 1.6030145118209858, 0.1482262435854219, 57, 34.85080778092822, 93, 'High Risk'),
(117911, 70, 15, '43:46.0', 37.12171090569135, 97.50484415, 114, 83, 47, 'Female', 72.48975228141434, 1.7478605840120969, 0.09033475, 31, 23.728104056694313, 93.33333333333333, 'Low Risk'),
(117912, 82, 15, '42:46.0', 36.222880139148835, 96.84605155524095, 125, 70, 22, 'Male', 57.733842478814985, 1.976099641780137, 0.05537318, 55, 14.784709106821234, 88.33333333333333, 'High Risk'),
(117913, 83, 16, '41:46.0', 37.444405655222134, 98.12674407, 120, 75, 44, 'Male', 92.71377286384268, 1.633247500604898, 0.10377992376111234, 45, 34.75683722326689, 90, 'High Risk'),
(117914, 84, 17, '40:46.0', 37.21685547165101, 95.57587629181926, 118, 88, 27, 'Male', 52.51755684161646, 1.926315769187752, 0.10748070086276348, 30, 14.153034144892832, 98, 'High Risk'),
(117915, 62, 13, '39:46.0', 37.31003304608972, 95.69101361039513, 122, 86, 60, 'Male', 96.73759332368584, 1.8591276184134842, 0.13320838035364402, 36, 27.98832275220697, 98, 'Low Risk'),
(117916, 89, 14, '38:46.0', 37.20427385153539, 95.58482369167177, 110, 70, 52, 'Male', 50.04367316876807, 1.8043055686833114, 0.08517184, 40, 15.371951306484835, 83.33333333333333, 'High Risk'),
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(118092, 61, 19, '42:46.0', 36.04350401272377, 99.91874643241601, 132, 78, 48, 'Male', 67.93642854795313, 1.782938189854733, 0.070588739, 54, 21.371260449835383, 96, 'Low Risk'),
(118093, 79, 12, '41:46.0', 36.89808274817158, 98.76924576713482, 120, 76, 63, 'Female', 75.02565772, 1.9677794675492213, 0.065597464, 44, 19.37568039150219, 90.66666666666667, 'Low Risk'),
(118094, 67, 13, '40:46.0', 36.87474765550316, 95.79080462608145, 129, 73, 65, 'Male', 93.98298238113655, 1.5060026308188097, 0.083174348, 56, 41.43790223163323, 91.66666666666666, 'High Risk'),
(118095, 90, 19, '39:46.0', 37.37899468793333, 98.31712036346588, 132, 77, 72, 'Female', 91.20322279505744, 1.7571212010446278, 0.13812120883822035, 55, 29.539745358648805, 95.33333333333333, 'Low Risk'),
(118096, 80, 17, '38:46.0', 37.45100569988623, 96.86111724280721, 118, 81, 46, 'Female', 88.11141119711309, 1.752851713027414, 0.059611388, 37, 28.677533924552232, 93.33333333333333, 'Low Risk'),
(118097, 91, 17, '37:46.0', 36.097796675029876, 95.59837569043576, 112, 88, 41, 'Male', 82.16248741583686, 1.6616408373574514, 0.11835769898192977, 24, 29.75769338136423, 96, 'High Risk'),
(118098, 96, 17, '36:46.0', 36.897057975925975, 96.43430572, 135, 81, 21, 'Male', 70.75251809653298, 1.817875769900969, 0.090426239, 54, 21.40984380805815, 99, 'High Risk'),
(118099, 75, 14, '35:46.0', 36.675347514413566, 95.36661511956561, 123, 73, 48, 'Male', 55.358102499271084, 1.8045771160710702, 0.11759846866623272, 50, 16.99927125589496, 89.66666666666666, 'High Risk'),
(118100, 71, 17, '34:46.0', 36.402466095927245, 96.47318964129042, 115, 84, 51, 'Male', 93.36284584179455, 1.8473506454923903, 0.055061851, 31, 27.357437004892084, 94.33333333333333, 'Low Risk'),
(118101, 61, 19, '33:46.0', 37.013234222006574, 96.35951421843596, 135, 78, 37, 'Female', 89.46700355458606, 1.849630842838215, 0.109241022, 57, 26.151269401259153, 97, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(118103, 74, 13, '31:46.0', 36.13792758059951, 96.17149767835512, 114, 78, 53, 'Female', 74.59477352794859, 1.7620699717171593, 0.10937521587348417, 36, 24.024928247990896, 90, 'Low Risk'),
(118104, 62, 18, '30:46.0', 37.48686292292091, 97.64994601157231, 111, 83, 65, 'Female', 86.87956853727835, 1.8853689158177922, 0.078630009, 28, 24.44133762700047, 92.33333333333333, 'Low Risk'),
(118105, 71, 17, '29:46.0', 36.397147304783395, 99.17580402, 131, 81, 32, 'Female', 70.89211004573627, 1.7476708040585516, 0.090126298, 50, 23.210187064225025, 97.66666666666666, 'Low Risk'),
(118106, 62, 15, '28:46.0', 36.045096575587074, 98.16482802852417, 134, 85, 72, 'Male', 52.12310550477167, 1.7297217745034308, 0.14812364917017867, 49, 17.42118842636174, 101.33333333333333, 'High Risk'),
(118107, 97, 12, '27:46.0', 36.84983358777849, 95.00020466585579, 116, 76, 36, 'Female', 86.0125591, 1.8573365575704002, 0.12803200520547164, 40, 24.933351259333154, 89.33333333333333, 'High Risk'),
(118108, 94, 15, '26:46.0', 36.55137637974221, 97.86211568883327, 127, 87, 84, 'Male', 77.71410488070761, 1.5049611437585355, 0.11012003608070584, 40, 34.31225611076332, 100.33333333333333, 'High Risk'),
(118109, 74, 13, '25:46.0', 36.395696212232735, 96.83395590492718, 131, 89, 84, 'Male', 77.69053816447611, 1.6564475198626938, 0.13096137046748474, 42, 28.31475237545037, 103, 'Low Risk'),
(118110, 96, 17, '24:46.0', 37.27604023433083, 98.95260302605558, 139, 73, 85, 'Female', 62.40738371021278, 1.729436652877339, 0.10598741396044889, 66, 20.86539728, 95, 'High Risk'),
(118111, 92, 14, '23:46.0', 37.32207371248594, 96.03968503785809, 133, 84, 59, 'Male', 62.571431756373784, 1.9238953369797946, 0.097536605, 49, 16.90492345184533, 100.33333333333333, 'High Risk'),
(118112, 66, 16, '22:46.0', 37.43001525299876, 98.30010049420902, 135, 87, 87, 'Female', 94.74786294, 1.5178522512249986, 0.091022984, 48, 41.125427446924945, 103, 'High Risk'),
(118113, 92, 19, '21:46.0', 36.72775927987762, 98.65186674224249, 124, 86, 69, 'Female', 74.13634296332472, 1.9659741581017385, 0.059504769448194134, 38, 19.18119008853407, 98.66666666666667, 'High Risk'),
(118114, 93, 18, '20:46.0', 37.108899438006354, 99.58679952912958, 138, 84, 30, 'Female', 94.12200057278481, 1.889575780922598, 0.12059452760535123, 54, 26.361038891118284, 102, 'High Risk'),
(118115, 68, 12, '19:46.0', 37.35539346091597, 99.40089087609157, 131, 78, 19, 'Male', 96.00562566110932, 1.6199463184975043, 0.085010635, 53, 36.5843578, 95.66666666666666, 'High Risk'),
(118116, 75, 15, '18:46.0', 37.18201054235417, 99.93940194924686, 135, 74, 65, 'Male', 76.71070411221544, 1.9473627658752521, 0.099556528, 61, 20.228433180553207, 94.33333333333333, 'Low Risk'),
(118117, 97, 18, '17:46.0', 37.36612968870103, 98.39039363611315, 137, 81, 41, 'Male', 64.86027519559694, 1.8259631302578385, 0.095595395, 56, 19.453366947400145, 99.66666666666666, 'High Risk'),
(118118, 78, 15, '16:46.0', 37.32494703901843, 98.45759333577593, 136, 80, 72, 'Female', 61.59013371572103, 1.790911514484781, 0.054587012, 56, 19.202726196173938, 98.66666666666666, 'Low Risk'),
(118119, 84, 16, '15:46.0', 36.55094225646433, 96.33557839174509, 118, 89, 77, 'Female', 77.97105387153965, 1.9353293025162557, 0.11103787242987964, 29, 20.81726447446532, 98.66666666666667, 'Low Risk'),
(118120, 68, 18, '14:46.0', 36.519911146175154, 96.29834545465698, 117, 79, 50, 'Female', 64.30095950817133, 1.8320729014084072, 0.10112902568846108, 38, 19.157196394835974, 91.66666666666667, 'Low Risk'),
(118121, 87, 19, '13:46.0', 36.05590226670637, 99.21142405, 132, 75, 59, 'Female', 97.94650216913334, 1.7118295181525967, 0.1152118050959534, 57, 33.424730124569685, 94, 'High Risk'),
(118122, 92, 16, '12:46.0', 37.00938044867526, 96.79254781298691, 118, 86, 69, 'Female', 67.98738064596688, 1.9243154905385378, 0.087540512, 32, 18.36013024045678, 96.66666666666667, 'High Risk'),
(118123, 82, 12, '11:46.0', 37.16706594275404, 95.56696147, 135, 83, 81, 'Male', 77.28787658575754, 1.8414102180497125, 0.067965416, 52, 22.79346120468026, 100.33333333333333, 'Low Risk'),
(118124, 94, 17, '10:46.0', 36.94012700299616, 95.06749675, 115, 71, 56, 'Male', 58.22677940812724, 1.710623396272143, 0.14203010677664157, 44, 19.898207446219487, 85.66666666666667, 'High Risk'),
(118125, 70, 17, '09:46.0', 37.09903715898011, 97.75041023838244, 131, 86, 85, 'Male', 63.742812363723196, 1.8630357272429154, 0.057308852, 45, 18.364912101197653, 101, 'High Risk'),
(118126, 89, 16, '08:46.0', 36.847112419382036, 97.24316138637099, 125, 88, 79, 'Male', 66.75576313, 1.5055415541118329, 0.1148535854046377, 37, 29.451218731688407, 100.33333333333333, 'Low Risk'),
(118127, 81, 18, '07:46.0', 36.18997342279455, 99.91366351607873, 124, 73, 67, 'Female', 97.58452109, 1.6261388869129645, 0.063552435, 51, 36.903339114862426, 90, 'High Risk'),
(118128, 77, 14, '06:46.0', 36.22214639740248, 99.89375887514349, 112, 72, 81, 'Male', 64.37808585731796, 1.6271242811224147, 0.11755998946072944, 40, 24.316250446468864, 85.33333333333333, 'Low Risk'),
(118129, 64, 14, '05:46.0', 37.359548515283635, 95.56349321219193, 133, 86, 80, 'Female', 52.97502220985485, 1.7492080829729395, 0.11218039849060263, 47, 17.313632559476325, 101.66666666666667, 'High Risk'),
(118130, 96, 14, '04:46.0', 36.637210201098476, 96.73292546131577, 113, 77, 74, 'Male', 71.24377845308086, 1.9189345334775998, 0.070174964, 36, 19.347578941060103, 89, 'High Risk'),
(118131, 72, 15, '03:46.0', 36.13067538785712, 96.30523889671862, 128, 73, 54, 'Female', 66.04828463, 1.5244929542671763, 0.075008074, 55, 28.41912483663862, 91.33333333333333, 'Low Risk'),
(118132, 80, 16, '02:46.0', 36.81127187288559, 95.76013794845993, 133, 89, 81, 'Female', 63.04875869047594, 1.9286309628948262, 0.10119870555694824, 44, 16.950334419450815, 103.66666666666667, 'High Risk'),
(118133, 87, 18, '01:46.0', 36.66874162792256, 99.17924356950553, 128, 85, 84, 'Female', 62.1795951, 1.7358239306227297, 0.14422668948346143, 43, 20.63652399896495, 99.33333333333333, 'Low Risk'),
(118134, 64, 16, '00:46.0', 36.38438600444604, 99.48998203389323, 129, 74, 51, 'Male', 88.88822120736455, 1.5233458503770556, 0.069793612, 55, 38.30426978930827, 92.33333333333333, 'High Risk'),
(118135, 93, 15, '59:46.0', 36.33011209185748, 96.62140504488332, 122, 71, 47, 'Female', 69.43047865021481, 1.5933617469517254, 0.074516719, 51, 27.347736467863974, 88, 'High Risk'),
(118136, 67, 15, '58:46.0', 37.06139818286699, 99.06934930005303, 129, 84, 69, 'Female', 69.14519976725397, 1.7147030105745518, 0.10389635808760125, 45, 23.517124317150145, 99, 'Low Risk'),
(118137, 89, 12, '57:46.0', 36.50234139537942, 95.66504832719471, 125, 86, 70, 'Male', 72.43198152151633, 1.6960444000704842, 0.10190130345902135, 39, 25.180011943750287, 99, 'Low Risk'),
(118138, 91, 12, '56:46.0', 36.75979817634347, 97.23064483776652, 124, 87, 39, 'Male', 60.45900255, 1.6486020735992442, 0.11950121146383923, 37, 22.24484041111295, 99.33333333333333, 'High Risk'),
(118139, 90, 17, '55:46.0', 37.43262865780277, 98.53764250600656, 122, 84, 55, 'Female', 55.406385980397175, 1.5843240622547583, 0.14446111365425435, 38, 22.07352978, 96.66666666666667, 'Low Risk'),
(118140, 75, 13, '54:46.0', 36.50028598525841, 97.17760128188944, 118, 73, 68, 'Male', 93.16171312684128, 1.7255087235050868, 0.060627673465087434, 45, 31.289825961861617, 88, 'High Risk'),
(118141, 91, 13, '53:46.0', 36.899979836069384, 95.33797107266568, 112, 81, 81, 'Male', 69.32085239964385, 1.9869700771361325, 0.12260339956098394, 31, 17.55825049440846, 91.33333333333333, 'High Risk'),
(118142, 64, 18, '52:46.0', 36.11606985253902, 96.67398491, 136, 84, 69, 'Male', 92.21493867, 1.6901345495509323, 0.053998108, 52, 32.28187284067934, 101.33333333333333, 'High Risk'),
(118143, 83, 16, '51:46.0', 36.426943901395546, 95.76964030244797, 138, 88, 70, 'Female', 73.88028817293045, 1.8663765886976273, 0.14699345304686307, 50, 21.209480173240912, 104.66666666666666, 'Low Risk'),
(118144, 64, 16, '50:46.0', 36.51604497587069, 99.93224053883189, 122, 78, 40, 'Male', 76.65986579, 1.8870369971447434, 0.066931602, 44, 21.528175470224873, 92.66666666666667, 'Low Risk'),
(118145, 97, 13, '49:46.0', 37.00493475221463, 99.31985086861852, 120, 79, 62, 'Female', 60.94907521057868, 1.8618551845511968, 0.094589182, 41, 17.582285324480285, 92.66666666666667, 'High Risk'),
(118146, 99, 15, '48:46.0', 36.56266450089453, 95.98968193321684, 124, 83, 43, 'Male', 67.31591307863036, 1.6836012217764145, 0.1304703699964202, 41, 23.748669108948064, 96.66666666666667, 'High Risk'),
(118147, 62, 16, '47:46.0', 36.39803891667243, 96.67565535372644, 113, 89, 76, 'Male', 96.06895749978742, 1.561389287133702, 0.077252473, 24, 39.40584887, 97, 'High Risk'),
(118148, 83, 15, '46:46.0', 36.881566421063326, 95.77697054683817, 138, 73, 44, 'Male', 59.52836038126809, 1.6657282561227804, 0.061344782, 65, 21.454362535788622, 94.66666666666666, 'Low Risk'),
(118149, 89, 13, '45:46.0', 37.23359645190274, 98.40094507778369, 112, 72, 48, 'Female', 65.0090148, 1.517033868854714, 0.14161831234202432, 40, 28.247696001225687, 85.33333333333333, 'Low Risk'),
(118150, 79, 12, '44:46.0', 36.85779506063724, 97.52652625467245, 120, 85, 79, 'Male', 76.98646843026093, 1.8109099726750968, 0.14931036449445678, 35, 23.475814927416558, 96.66666666666667, 'Low Risk'),
(118151, 77, 12, '43:46.0', 36.30802210567485, 99.86337505763731, 122, 85, 32, 'Male', 57.23712120041937, 1.8276060782256107, 0.10099762897112546, 37, 17.136123949052827, 97.33333333333333, 'High Risk'),
(118152, 71, 19, '42:46.0', 36.18391666053651, 96.95693007883003, 139, 82, 89, 'Female', 51.47685166290405, 1.621405340438548, 0.12930163918716442, 57, 19.580725504776836, 101, 'Low Risk'),
(118153, 60, 18, '41:46.0', 36.85480333598282, 98.54903771843718, 128, 79, 81, 'Female', 67.84744794005576, 1.9969094469085795, 0.09186387, 49, 17.014405279497854, 95.33333333333333, 'High Risk'),
(118154, 68, 13, '40:46.0', 36.995047193660085, 97.69642314883394, 134, 84, 70, 'Female', 82.82171885056559, 1.8335825663990275, 0.13271793769274975, 50, 24.634474212912455, 100.66666666666666, 'Low Risk'),
(118155, 62, 12, '39:46.0', 36.24485169426896, 97.51438036, 128, 84, 39, 'Female', 95.94195410052234, 1.9415084390782944, 0.095421616, 44, 25.452473531747675, 98.66666666666667, 'Low Risk'),
(118156, 67, 18, '38:46.0', 36.01709921171118, 99.24744301226733, 116, 75, 77, 'Male', 50.33745076205316, 1.997949533939841, 0.088498473, 41, 12.610206235788727, 88.66666666666667, 'High Risk'),
(118157, 99, 16, '37:46.0', 36.300415877587795, 95.39849770144413, 135, 70, 40, 'Male', 57.933831802030625, 1.542504337903485, 0.10954186551904396, 65, 24.348906726058395, 91.66666666666666, 'High Risk'),
(118158, 98, 12, '36:46.0', 36.77355739746074, 97.79318610360599, 121, 78, 79, 'Female', 54.47447568040996, 1.882860912976601, 0.14278357376248768, 43, 15.365849639317034, 92.33333333333333, 'High Risk'),
(118159, 95, 12, '35:46.0', 36.31902440488646, 99.56164960465433, 131, 75, 82, 'Female', 54.44360232, 1.6173562871855727, 0.0576711, 56, 20.813036738745677, 93.66666666666666, 'High Risk'),
(118160, 87, 12, '34:46.0', 36.11797860931365, 97.92801181758583, 123, 87, 84, 'Female', 70.41057692562369, 1.8079874105161746, 0.12032898429590926, 36, 21.540069425691513, 99, 'Low Risk'),
(118161, 73, 17, '33:46.0', 37.20932805029742, 97.72179546435103, 116, 76, 61, 'Female', 65.73376591076284, 1.7304149087251033, 0.095005293, 40, 21.952703791358147, 89.33333333333333, 'Low Risk'),
(118162, 66, 17, '32:46.0', 36.260739939707584, 96.75759031283978, 139, 89, 77, 'Female', 93.50543393313303, 1.9533313767866742, 0.12557254913705496, 50, 24.506709200669683, 105.66666666666666, 'Low Risk'),
(118163, 80, 15, '31:46.0', 36.571617188501506, 98.67877194, 118, 77, 21, 'Male', 78.29205376691414, 1.8526101021467576, 0.062465528, 41, 22.81127866256592, 90.66666666666667, 'Low Risk'),
(118164, 71, 13, '30:46.0', 37.206649135685474, 97.42985446, 126, 77, 28, 'Male', 98.08671935415978, 1.8132996066524973, 0.13048555348995192, 49, 29.831224090777688, 93.33333333333333, 'Low Risk'),
(118165, 97, 16, '29:46.0', 36.948566446607494, 95.05803860227894, 137, 78, 70, 'Male', 87.78075477783105, 1.6681074382303362, 0.1335148537632131, 59, 31.546506573909827, 97.66666666666666, 'High Risk'),
(118166, 98, 13, '28:46.0', 36.238243419327915, 99.95981466, 137, 84, 54, 'Male', 98.90827529704934, 1.765459042, 0.13335616957064841, 53, 31.73345333847879, 101.66666666666666, 'High Risk'),
(118167, 90, 15, '27:46.0', 37.17066564, 95.31082620432531, 111, 70, 71, 'Male', 62.27005408453965, 1.5715912563155132, 0.065172607, 41, 25.21157834594822, 83.66666666666667, 'Low Risk'),
(118168, 82, 12, '26:46.0', 36.20447228441486, 97.38292612900544, 114, 72, 58, 'Male', 82.82933908929164, 1.850416406920007, 0.14901183228915868, 42, 24.190522840227427, 86, 'Low Risk'),
(118169, 92, 18, '25:46.0', 36.25132561596722, 97.00438904733039, 134, 89, 60, 'Female', 85.97808936175127, 1.8991023259335518, 0.10329450819277941, 45, 23.83916603765991, 104, 'High Risk'),
(118170, 87, 16, '24:46.0', 36.60225562934092, 95.02311168093547, 126, 86, 38, 'Male', 66.35320979752504, 1.580722626453543, 0.092574414, 40, 26.55526237775299, 99.33333333333333, 'Low Risk'),
(118171, 98, 13, '23:46.0', 36.16548492671625, 95.26396025200016, 132, 84, 54, 'Female', 58.15839284474809, 1.7382243395319694, 0.12783818714725315, 48, 19.248670707796627, 100, 'High Risk'),
(118172, 60, 19, '22:46.0', 36.167397134710505, 99.76662746095475, 136, 71, 49, 'Female', 55.59289000991504, 1.8352893220339386, 0.1328652121605699, 65, 16.504796572703377, 92.66666666666666, 'High Risk'),
(118173, 61, 14, '21:46.0', 37.482840371912474, 95.17118881950445, 114, 70, 30, 'Female', 89.65296249408249, 1.899607238455308, 0.13615716169815908, 44, 24.84488628862942, 84.66666666666667, 'Low Risk'),
(118174, 79, 16, '20:46.0', 36.762599172616625, 98.34259844283795, 118, 70, 61, 'Male', 84.84167123742759, 1.6075392311636636, 0.09656793, 48, 32.83114686598992, 86, 'High Risk'),
(118175, 98, 13, '19:46.0', 37.11641214, 95.18021674338145, 130, 89, 28, 'Male', 74.78413591879124, 1.8817459525814813, 0.11927885395945025, 41, 21.11968803670039, 102.66666666666667, 'High Risk'),
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(118352, 84, 16, '22:46.0', 36.41404302645475, 97.43343883971602, 131, 78, 54, 'Male', 57.382972371241316, 1.8086037291253692, 0.11715102824494329, 53, 17.542690305111712, 95.66666666666666, 'High Risk'),
(118353, 72, 15, '21:46.0', 36.05769805778785, 95.86571744820728, 115, 81, 63, 'Male', 75.90147261527147, 1.902172601373175, 0.070572428, 34, 20.97733714970214, 92.33333333333333, 'Low Risk'),
(118354, 84, 12, '20:46.0', 36.31765990587366, 96.96407522601945, 125, 76, 78, 'Male', 59.11026441, 1.8029106589376311, 0.10673262837027452, 49, 18.18504957621679, 92.33333333333333, 'High Risk'),
(118355, 82, 19, '19:46.0', 36.80868367766223, 95.74053381188249, 114, 85, 75, 'Male', 59.70246679156009, 1.535805338581004, 0.11766572243961927, 29, 25.311619304110323, 94.66666666666667, 'Low Risk'),
(118356, 98, 13, '18:46.0', 36.51326526862336, 95.52410127176816, 136, 79, 79, 'Male', 56.38343231227699, 1.6714770272908779, 0.10375493522571344, 57, 20.181371904545486, 98, 'High Risk'),
(118357, 78, 16, '17:46.0', 37.218289904236244, 99.92710035, 116, 78, 37, 'Female', 71.91138848945296, 1.759994648301578, 0.081652651, 38, 23.215336330963797, 90.66666666666667, 'Low Risk'),
(118358, 75, 14, '16:46.0', 37.182950228617834, 99.50232148, 123, 74, 88, 'Female', 78.01992182758381, 1.7448849577355026, 0.090810006, 49, 25.62547435650202, 90.33333333333333, 'Low Risk'),
(118359, 72, 15, '15:46.0', 36.51736295173249, 97.24285849552358, 111, 87, 24, 'Male', 62.60105436902474, 1.947703512, 0.1371061586398427, 24, 16.50197607662868, 95, 'High Risk'),
(118360, 79, 15, '14:46.0', 36.594299124314446, 96.72041272685075, 115, 81, 86, 'Female', 53.19759770766395, 1.824738311588265, 0.12036894914073883, 34, 15.976838309211947, 92.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(118361, 90, 18, '13:46.0', 37.02094864380684, 99.10204339873417, 114, 86, 80, 'Female', 79.00908987325059, 1.7820496960106147, 0.069607979, 28, 24.87925875620435, 95.33333333333333, 'Low Risk'),
(118362, 67, 18, '12:46.0', 36.68054560043115, 98.7576146, 116, 85, 61, 'Male', 65.39128042694333, 1.5614522998951048, 0.098481512, 31, 26.82022382998135, 95.33333333333333, 'Low Risk'),
(118363, 91, 15, '11:46.0', 37.34963957694619, 98.18853801214799, 119, 70, 82, 'Female', 76.35350270171544, 1.7466110081785895, 0.12867946853022522, 49, 25.02860123, 86.33333333333333, 'High Risk'),
(118364, 69, 19, '10:46.0', 36.92921713435433, 96.00896152505753, 123, 89, 62, 'Male', 64.57713267758395, 1.7879597383072632, 0.091328563, 34, 20.200554353182103, 100.33333333333333, 'Low Risk'),
(118365, 61, 15, '09:46.0', 36.235164534481186, 98.65666107341617, 126, 72, 85, 'Female', 78.96712528719327, 1.7241494484843984, 0.060000025, 54, 26.564186041474965, 90, 'Low Risk'),
(118366, 78, 17, '08:46.0', 37.01164746116539, 98.34530442, 112, 78, 23, 'Male', 80.71389231509644, 1.5534187339222214, 0.097646209, 34, 33.448081623141626, 89.33333333333333, 'High Risk'),
(118367, 73, 16, '07:46.0', 37.019716379376334, 99.84450106251762, 124, 75, 39, 'Female', 90.68876920976344, 1.8681589055563443, 0.13978780107456024, 49, 25.985188929862396, 91.33333333333333, 'Low Risk'),
(118368, 67, 13, '06:46.0', 36.67504114, 97.19772955303358, 120, 84, 39, 'Female', 87.46787691584075, 1.605452707376474, 0.11789468217145728, 36, 33.935445225998734, 96, 'High Risk'),
(118369, 85, 15, '05:46.0', 37.175493616732226, 99.90099376913082, 121, 81, 62, 'Male', 97.35642200717388, 1.626085132250373, 0.13435397854634548, 40, 36.81951356837963, 94.33333333333333, 'High Risk'),
(118370, 72, 16, '04:46.0', 36.23724683855124, 99.18162191, 124, 72, 47, 'Male', 98.75132382606202, 1.5712419361403316, 0.054360209173216927, 52, 39.99970631520583, 89.33333333333333, 'High Risk'),
(118371, 99, 16, '03:46.0', 36.96789511317549, 95.40666748595629, 116, 87, 79, 'Male', 57.01319386745635, 1.8576522152777613, 0.066191966, 29, 16.521388782155867, 96.66666666666667, 'High Risk'),
(118372, 79, 15, '02:46.0', 36.64557986136968, 98.61405469726313, 139, 85, 44, 'Female', 92.67881578161207, 1.8972744672436759, 0.095889916, 54, 25.74661574835583, 103, 'Low Risk'),
(118373, 74, 13, '01:46.0', 36.23730621673704, 99.58808100641949, 133, 87, 55, 'Male', 92.88350310827565, 1.560365442969459, 0.135373608, 46, 38.14924430036377, 102.33333333333333, 'High Risk'),
(118374, 92, 14, '00:46.0', 36.40941204, 96.66173404587774, 133, 73, 21, 'Female', 64.03705119964633, 1.9357229754353134, 0.11525224104405918, 60, 17.090112262596797, 93, 'High Risk'),
(118375, 70, 19, '59:46.0', 36.59111578651523, 98.56188969113454, 116, 81, 23, 'Male', 89.11206105214853, 1.9776166748143917, 0.087945517, 35, 22.785169196678442, 92.66666666666667, 'Low Risk'),
(118376, 75, 15, '58:46.0', 36.06485448044424, 99.27433373069141, 137, 88, 52, 'Female', 80.66862607, 1.786276971863793, 0.11539558110660134, 49, 25.281745853695057, 104.33333333333333, 'Low Risk'),
(118377, 69, 18, '57:46.0', 36.41067556160435, 95.97414854739733, 122, 87, 64, 'Male', 64.30352845228249, 1.9388649273075906, 0.11687981472229501, 35, 17.105654458290537, 98.66666666666667, 'High Risk'),
(118378, 63, 13, '56:46.0', 36.518029954367364, 98.82219626856181, 130, 75, 77, 'Female', 89.64647798385116, 1.5362394914384896, 0.13263137528850866, 55, 37.98528432175655, 93.33333333333333, 'High Risk'),
(118379, 81, 16, '55:46.0', 36.61330993698367, 98.38826786916853, 124, 71, 27, 'Male', 77.67396288703844, 1.9327376742890903, 0.074120362, 53, 20.793597762022195, 88.66666666666666, 'Low Risk'),
(118380, 91, 19, '54:46.0', 37.45295045657646, 97.29933655786027, 112, 89, 33, 'Male', 83.84036873255397, 1.9805019887324158, 0.14799669369655777, 23, 21.374827276133043, 96.66666666666667, 'High Risk'),
(118381, 76, 13, '53:46.0', 36.707482877159144, 98.80055201, 120, 88, 42, 'Male', 53.04808380151236, 1.9669398212202702, 0.1476656167972435, 32, 13.711581686856936, 98.66666666666667, 'High Risk'),
(118382, 69, 14, '52:46.0', 36.754356355023454, 97.88573697131707, 114, 83, 53, 'Male', 61.13432775130589, 1.5685641689191874, 0.12026976067416113, 31, 24.847377648663247, 93.33333333333333, 'Low Risk'),
(118383, 91, 13, '51:46.0', 36.39327258625466, 96.13607986898971, 114, 83, 30, 'Female', 91.17742840823969, 1.9135036640747873, 0.10689135794682161, 31, 24.901685437955518, 93.33333333333333, 'High Risk'),
(118384, 72, 15, '50:46.0', 37.485981274808395, 96.41624647571685, 137, 81, 88, 'Female', 66.79873261822354, 1.8827588853361665, 0.083132875, 56, 18.84424799034237, 99.66666666666666, 'Low Risk'),
(118385, 80, 19, '49:46.0', 36.676857086074186, 96.10225529918402, 112, 84, 37, 'Male', 69.87403640010125, 1.777797663147274, 0.096590589, 28, 22.108087246034252, 93.33333333333333, 'Low Risk'),
(118386, 62, 17, '48:46.0', 36.17657240256783, 98.22814471, 123, 85, 83, 'Female', 87.21285030080003, 1.9770231368737514, 0.067950151, 38, 22.312949201320418, 97.66666666666667, 'Low Risk'),
(118387, 78, 12, '47:46.0', 36.290398018220415, 98.80343576, 123, 84, 42, 'Female', 54.75999690511326, 1.959941947500143, 0.053371384331739546, 39, 14.255320928929343, 97, 'High Risk'),
(118388, 91, 15, '46:46.0', 36.14842809172926, 97.33738030121546, 137, 83, 80, 'Male', 54.504511901225015, 1.9610454863509943, 0.11015284692542357, 54, 14.17284770301559, 101, 'High Risk'),
(118389, 74, 17, '45:46.0', 36.73626257451651, 96.39000769663141, 133, 80, 89, 'Male', 85.72506529258821, 1.8206149195230432, 0.14524193676299185, 53, 25.862567065187374, 97.66666666666666, 'Low Risk'),
(118390, 80, 16, '44:46.0', 37.318182465203016, 97.83443719779511, 126, 72, 78, 'Male', 50.22762133947846, 1.863797737575017, 0.065252273, 54, 14.459226172869414, 90, 'High Risk'),
(118391, 72, 15, '43:46.0', 36.320551723636804, 95.12318945430019, 127, 88, 51, 'Female', 70.44137638425607, 1.9511486652338434, 0.060644722, 39, 18.50321141024345, 101, 'Low Risk'),
(118392, 87, 18, '42:46.0', 36.008907383747335, 97.43130986281906, 124, 73, 46, 'Male', 67.16746342491572, 1.5971854415702378, 0.055910323, 51, 26.32984252481067, 90, 'Low Risk'),
(118393, 88, 18, '41:46.0', 36.04111115, 99.42688501757557, 116, 81, 33, 'Female', 79.50770866794842, 1.9753907447736891, 0.086604565, 35, 20.375262303952542, 92.66666666666667, 'Low Risk'),
(118394, 99, 15, '40:46.0', 36.12079906968256, 97.36333116, 116, 72, 33, 'Female', 60.822680633252375, 1.8568682994413843, 0.10324953577725152, 44, 17.640193831755177, 86.66666666666667, 'High Risk'),
(118395, 75, 19, '39:46.0', 36.17203733018698, 97.29167280758317, 112, 81, 75, 'Female', 70.93989195215605, 1.7992690776914975, 0.085139328, 31, 21.912820955596036, 91.33333333333333, 'Low Risk'),
(118396, 93, 19, '38:46.0', 36.242561596285434, 99.22569339767587, 132, 78, 60, 'Male', 72.25209399329087, 1.637175903754828, 0.072763022, 54, 26.956267053346817, 96, 'High Risk'),
(118397, 68, 19, '37:46.0', 37.434532301194814, 95.02543355775035, 137, 78, 43, 'Female', 82.24797891941796, 1.8546201431184768, 0.10466449716555518, 59, 23.911966307337078, 97.66666666666666, 'Low Risk'),
(118398, 68, 15, '36:46.0', 37.34170848281745, 96.53277424596855, 113, 75, 72, 'Male', 67.17691639853139, 1.690023916406905, 0.1331611638175051, 38, 23.51984002698099, 87.66666666666667, 'Low Risk'),
(118399, 95, 13, '35:46.0', 36.11345984028049, 98.50658714845042, 119, 77, 84, 'Female', 87.86021189853848, 1.8049484695497815, 0.051950337814314906, 42, 26.968862641503275, 91, 'High Risk'),
(118400, 80, 18, '34:46.0', 37.12264392914747, 98.33060966117785, 128, 89, 75, 'Female', 61.709609885957924, 1.9344792564297428, 0.11239749336346622, 39, 16.49015153938567, 102, 'High Risk'),
(118401, 61, 14, '33:46.0', 36.94173026210137, 98.57087285467098, 112, 81, 54, 'Male', 96.55303573573566, 1.9277007988439971, 0.057893885, 31, 25.982843552291776, 91.33333333333333, 'Low Risk'),
(118402, 87, 14, '32:46.0', 36.71284732585114, 95.57961645668318, 119, 83, 65, 'Male', 56.17083726646754, 1.884425518616173, 0.11688671596403101, 36, 15.818049995919532, 95, 'High Risk'),
(118403, 64, 17, '31:46.0', 36.64554496323718, 95.73515032055627, 135, 83, 33, 'Female', 56.33877058001241, 1.997504564993277, 0.11403695727690018, 52, 14.119905970799225, 100.33333333333333, 'High Risk'),
(118404, 92, 13, '30:46.0', 36.31552479865789, 98.20350993238036, 118, 72, 43, 'Male', 84.31751282370013, 1.9476258144379153, 0.067768591, 46, 22.228325256202872, 87.33333333333333, 'High Risk'),
(118405, 65, 16, '29:46.0', 36.68312536977018, 99.10805002589012, 124, 80, 80, 'Female', 79.94339233816721, 1.978771528033957, 0.061237877702520774, 44, 20.41696892023166, 94.66666666666667, 'Low Risk'),
(118406, 94, 18, '28:46.0', 36.357263586081146, 96.77011001054537, 137, 87, 80, 'Female', 61.28415714338683, 1.6390409388185359, 0.069830227, 50, 22.812275880643696, 103.66666666666666, 'High Risk'),
(118407, 78, 13, '27:46.0', 37.231907024853406, 97.82813815485143, 132, 75, 81, 'Female', 77.02815369056239, 1.517525387054079, 0.11638059246649436, 57, 33.44857018101347, 94, 'High Risk'),
(118408, 65, 15, '26:46.0', 37.046940576326755, 96.02624067503385, 138, 70, 86, 'Male', 51.190620006697614, 1.622007586, 0.06875252, 68, 19.45739195376224, 92.66666666666666, 'Low Risk'),
(118409, 86, 18, '25:46.0', 37.31266150110137, 97.63230610909427, 136, 85, 19, 'Female', 66.37254214351066, 1.9792760603807178, 0.079501604, 51, 16.942430323065352, 102, 'High Risk'),
(118410, 65, 16, '24:46.0', 36.31185139321429, 96.43600967564574, 120, 84, 72, 'Male', 87.65009117, 1.7346971095379673, 0.087060141, 36, 29.127624180886695, 96, 'Low Risk'),
(118411, 87, 17, '23:46.0', 37.447731771095064, 99.70586954961752, 131, 81, 29, 'Male', 92.54914991866653, 1.6797466407027628, 0.11248967675822379, 50, 32.80083288818291, 97.66666666666666, 'High Risk'),
(118412, 69, 18, '22:46.0', 36.24479911021764, 95.19569444191328, 130, 72, 30, 'Female', 51.65072934, 1.562337854, 0.1310209590645771, 58, 21.160530325203393, 91.33333333333333, 'Low Risk'),
(118413, 80, 13, '21:46.0', 36.10419238058628, 96.73490169, 137, 88, 34, 'Male', 66.21039237872094, 1.5856523246220404, 0.1182791420511428, 49, 26.333599394099323, 104.33333333333333, 'Low Risk'),
(118414, 75, 13, '20:46.0', 36.80911694222341, 95.79197765, 128, 71, 66, 'Female', 92.19369486733282, 1.7550069040071243, 0.1429692410085363, 57, 29.932539349107305, 90, 'Low Risk'),
(118415, 77, 19, '19:46.0', 37.14126691830102, 98.48191669, 123, 71, 48, 'Female', 76.31515615292572, 1.7012747391527951, 0.10195268911471086, 52, 26.367071086081403, 88.33333333333333, 'Low Risk'),
(118416, 83, 18, '18:46.0', 36.12472889, 98.34457215597216, 126, 73, 72, 'Male', 78.61555923494375, 1.638880362554066, 0.055027426, 53, 29.269412496424764, 90.66666666666666, 'Low Risk'),
(118417, 96, 19, '17:46.0', 36.98523988000236, 99.04273834, 128, 85, 48, 'Male', 65.15570126604896, 1.6466247101709333, 0.12335175709595744, 43, 24.030519888080896, 99.33333333333333, 'High Risk'),
(118418, 78, 18, '16:46.0', 37.11505348516257, 96.20038889, 111, 80, 46, 'Female', 78.35844270323513, 1.7510722363346478, 0.11983772871388315, 31, 25.55510511997001, 90.33333333333333, 'Low Risk'),
(118419, 74, 12, '15:46.0', 37.08058171651329, 97.08630936004461, 123, 77, 72, 'Male', 59.52269559452164, 1.8604724283515253, 0.070314767, 46, 17.19634360236047, 92.33333333333333, 'High Risk'),
(118420, 97, 13, '14:46.0', 36.12453540997475, 95.72577311486438, 116, 80, 79, 'Female', 98.69375636929124, 1.5648069672682012, 0.12394350764853776, 36, 40.305854856391534, 92, 'High Risk'),
(118421, 62, 13, '13:46.0', 37.25735532, 97.83739100812464, 118, 89, 33, 'Female', 74.05845273, 1.7329732395186093, 0.05176483, 29, 24.659877872626197, 98.66666666666667, 'Low Risk'),
(118422, 81, 18, '12:46.0', 37.17409554775708, 97.37591842399915, 128, 73, 30, 'Male', 58.47296861, 1.881744714910967, 0.1151446104460272, 55, 16.513294765519706, 91.33333333333333, 'High Risk'),
(118423, 85, 15, '11:46.0', 36.34549863825816, 96.54573661634527, 127, 80, 25, 'Male', 87.56384454441222, 1.837907969688963, 0.067386479, 47, 25.922524839459495, 95.66666666666667, 'Low Risk'),
(118424, 89, 15, '10:46.0', 37.04642619233749, 97.17876917866575, 132, 89, 81, 'Male', 95.01597148934272, 1.741768214505948, 0.10483776874068895, 43, 31.319577256845633, 103.33333333333333, 'High Risk'),
(118425, 94, 12, '09:46.0', 36.91509145522837, 97.61677727100732, 126, 77, 37, 'Male', 76.84414133904885, 1.8262336565568122, 0.091393172, 49, 23.04082776173588, 93.33333333333333, 'High Risk'),
(118426, 78, 13, '08:46.0', 36.291312674463164, 96.74896289176884, 110, 72, 37, 'Male', 70.40838521898529, 1.8229031786794376, 0.11378095485926326, 38, 21.188352020469694, 84.66666666666667, 'Low Risk'),
(118427, 71, 13, '07:46.0', 37.444862851358856, 95.11214179129038, 116, 82, 64, 'Male', 74.23698652989815, 1.544768525, 0.069686198, 34, 31.109534346896815, 93.33333333333333, 'High Risk'),
(118428, 80, 17, '06:46.0', 37.06204287192123, 97.70471070511279, 119, 89, 28, 'Male', 88.44849717, 1.782881201709922, 0.089514936, 30, 27.82567103234679, 99, 'Low Risk'),
(118429, 74, 14, '05:46.0', 37.073895463459806, 99.87723913372295, 122, 83, 70, 'Male', 63.088607056383026, 1.5872785846124422, 0.14380839287375435, 39, 25.04059389667641, 96, 'Low Risk'),
(118430, 71, 16, '04:46.0', 37.43639547775292, 99.29237130244778, 125, 82, 36, 'Female', 79.63094948865111, 1.7044850639579712, 0.056272983, 43, 27.40914536808612, 96.33333333333333, 'Low Risk'),
(118431, 91, 15, '03:46.0', 36.134215726170474, 98.34425552518205, 130, 71, 21, 'Male', 99.15453251193617, 1.8208439937390808, 0.084014049, 59, 29.906603676703984, 90.66666666666666, 'High Risk'),
(118432, 95, 16, '02:46.0', 36.58120471055852, 97.22158869, 132, 81, 84, 'Female', 90.63288916144298, 1.6399471635126155, 0.11884622724563712, 51, 33.69970603449878, 98, 'High Risk'),
(118433, 81, 18, '01:46.0', 36.074556277048295, 98.65656042819913, 118, 81, 72, 'Male', 55.16780076959737, 1.9643267935474973, 0.077204299, 37, 14.297436963216127, 93.33333333333333, 'High Risk'),
(118434, 66, 19, '00:46.0', 37.05834990259366, 95.57251633181619, 119, 77, 61, 'Male', 86.82598623033589, 1.7276443774962273, 0.1486633941612175, 42, 29.089819252856298, 91, 'Low Risk'),
(118435, 79, 13, '59:46.0', 36.65761341512057, 99.01794342250177, 116, 78, 34, 'Female', 79.81922243688652, 1.666779275919179, 0.074523557, 38, 28.731037489332284, 90.66666666666667, 'Low Risk'),
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(118611, 63, 12, '03:46.0', 36.03169153300597, 95.03212714959643, 131, 74, 88, 'Female', 69.42756963859489, 1.8112234591669782, 0.092919007, 57, 21.163519544189963, 93, 'Low Risk'),
(118612, 67, 13, '02:46.0', 37.165395687562544, 96.85012342633557, 119, 89, 29, 'Male', 62.90132852117996, 1.8494758409310175, 0.13136520477764768, 30, 18.38918546229675, 99, 'High Risk'),
(118613, 83, 15, '01:46.0', 37.42552261476452, 99.54856582532271, 130, 84, 34, 'Male', 71.01884667795557, 1.8686548505723364, 0.081294026, 46, 20.338336577533926, 99.33333333333333, 'Low Risk'),
(118614, 65, 19, '00:46.0', 36.98253924623773, 95.45284466894094, 114, 72, 25, 'Male', 75.82742040037624, 1.7879233641460062, 0.10361319816092598, 42, 23.720753610064783, 86, 'Low Risk'),
(118615, 69, 19, '59:46.0', 37.03479054, 95.25572018, 127, 87, 35, 'Female', 78.41651955, 1.5794844270781767, 0.13647520077890718, 40, 31.43235102896084, 100.33333333333333, 'High Risk'),
(118616, 68, 19, '58:46.0', 37.32172496, 99.04125247548791, 111, 83, 53, 'Female', 72.42602718031031, 1.6197820772917375, 0.054150042, 28, 27.60460167608842, 92.33333333333333, 'Low Risk'),
(118617, 76, 13, '57:46.0', 36.64653927438424, 99.92029195788368, 114, 74, 31, 'Female', 93.25377187934154, 1.9307964386832457, 0.12049420177007447, 40, 25.014592289428883, 87.33333333333333, 'Low Risk'),
(118618, 87, 19, '56:46.0', 36.588271432513054, 96.23666546217645, 138, 86, 73, 'Female', 67.50090229, 1.5618310854884006, 0.08309418, 52, 27.67205761587475, 103.33333333333333, 'Low Risk'),
(118619, 88, 15, '55:46.0', 36.94445510950987, 97.52421009766198, 124, 87, 36, 'Female', 57.19092549580611, 1.7963997777967415, 0.059626276, 37, 17.72234306440278, 99.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(118620, 66, 12, '54:46.0', 36.95861618228059, 99.70841526662396, 134, 80, 33, 'Male', 87.86751386287676, 1.7828323210901162, 0.056634919, 54, 27.644410982974552, 98, 'Low Risk'),
(118621, 79, 17, '53:46.0', 36.73818537409615, 98.38582001226341, 132, 75, 75, 'Male', 63.696988584109896, 1.509545748296269, 0.090045518, 57, 27.95286596197034, 94, 'Low Risk'),
(118622, 93, 12, '52:46.0', 36.75743659102028, 97.28085992057845, 110, 82, 84, 'Female', 62.64974375199296, 1.9143584048552302, 0.12335289557076208, 28, 17.09514545100472, 91.33333333333333, 'High Risk'),
(118623, 63, 17, '51:46.0', 36.86257043988331, 99.72467521294028, 122, 75, 76, 'Female', 62.24125438548148, 1.9792753763362565, 0.054010847, 47, 15.887877885655133, 90.66666666666667, 'High Risk'),
(118624, 69, 18, '50:46.0', 36.170428781201785, 97.01766665571863, 111, 88, 22, 'Female', 69.27952204793743, 1.9309985879737195, 0.1111388665317167, 23, 18.579797248495154, 95.66666666666667, 'Low Risk'),
(118625, 71, 19, '49:46.0', 36.57739072, 98.90196786216876, 128, 76, 35, 'Male', 93.33563883356501, 1.6512148912154967, 0.092656046, 52, 34.232633554615724, 93.33333333333333, 'High Risk'),
(118626, 97, 15, '48:46.0', 36.87657288267716, 95.62740477787915, 132, 83, 67, 'Female', 85.14216431151875, 1.5337123259674987, 0.087955658, 49, 36.19569083019551, 99.33333333333333, 'High Risk'),
(118627, 61, 15, '47:46.0', 36.72566388301257, 99.95949634395252, 119, 78, 47, 'Female', 97.31907122199308, 1.9687578937156092, 0.12563491974606217, 41, 25.108069993346415, 91.66666666666667, 'Low Risk'),
(118628, 65, 18, '46:46.0', 36.89215984530806, 97.71846628490978, 137, 77, 86, 'Male', 86.93748464848639, 1.7261763615372714, 0.1295484774484221, 60, 29.17673833830108, 97, 'Low Risk'),
(118629, 84, 19, '45:46.0', 36.17553949256444, 99.25352874985862, 126, 81, 56, 'Female', 96.59798199302381, 1.9539650015267962, 0.13547102972208783, 45, 25.300813924039677, 96, 'Low Risk'),
(118630, 84, 12, '44:46.0', 36.53134481970484, 95.29171670451588, 130, 70, 61, 'Female', 66.79083004417288, 1.8589429985373662, 0.11079730942566038, 60, 19.327901097071262, 90, 'Low Risk'),
(118631, 62, 15, '43:46.0', 36.72440016600628, 96.38463503753609, 115, 87, 26, 'Female', 87.92650210789836, 1.8233814895574052, 0.14061387299077022, 28, 26.446287391036115, 96.33333333333333, 'Low Risk'),
(118632, 88, 18, '42:46.0', 36.45560364266642, 95.02872447804617, 121, 73, 74, 'Male', 55.75049648180419, 1.8624734345274956, 0.11717765872068614, 48, 16.071949737041457, 89, 'High Risk'),
(118633, 82, 13, '41:46.0', 36.893817818542516, 97.39251503, 135, 85, 44, 'Female', 70.25379945541103, 1.9130626411878948, 0.10407999930671608, 50, 19.19603066914382, 101.66666666666666, 'Low Risk'),
(118634, 63, 19, '40:46.0', 37.38057931846799, 99.55358868329697, 123, 76, 85, 'Female', 95.87088673878606, 1.5600003243224023, 0.11271008238872783, 47, 39.39466094505266, 91.66666666666667, 'High Risk'),
(118635, 99, 19, '39:46.0', 36.62333737926079, 97.04734918944338, 129, 74, 68, 'Male', 63.182286025059184, 1.921050853, 0.1430949099311144, 55, 17.12054606070032, 92.33333333333333, 'High Risk'),
(118636, 84, 17, '38:46.0', 36.215471712104474, 99.48582955943616, 113, 83, 27, 'Male', 66.85363757222665, 1.9497732750522454, 0.10266502155838836, 30, 17.585584831658707, 93, 'High Risk'),
(118637, 70, 16, '37:46.0', 37.06439626892286, 97.2296561, 118, 77, 23, 'Female', 77.60336635, 1.5787506673802427, 0.12146069941678674, 41, 31.13532953221078, 90.66666666666667, 'High Risk'),
(118638, 77, 14, '36:46.0', 37.04541127720323, 99.13404521, 133, 76, 21, 'Female', 76.15934655928655, 1.5948476804719962, 0.11173555201839461, 57, 29.94227446452834, 95, 'Low Risk'),
(118639, 71, 13, '35:46.0', 37.18225378960278, 98.40536257497412, 116, 87, 85, 'Male', 90.61991849, 1.7232109877633577, 0.1496356339095513, 29, 30.517345663501278, 96.66666666666667, 'High Risk'),
(118640, 69, 16, '34:46.0', 36.81194617575352, 97.57157768751959, 114, 71, 86, 'Male', 94.50821604574139, 1.5888077333533173, 0.058293338, 43, 37.43922717017391, 85.33333333333333, 'High Risk'),
(118641, 63, 12, '33:46.0', 37.20217498462792, 97.19119250942369, 132, 88, 86, 'Female', 76.53161592645725, 1.929960027172774, 0.13079830463310432, 44, 20.546802911462304, 102.66666666666667, 'Low Risk'),
(118642, 60, 19, '32:46.0', 36.331880368528815, 98.41758256671824, 129, 79, 59, 'Male', 72.10724302469309, 1.678270065845693, 0.1498320877946206, 50, 25.600897691226137, 95.66666666666666, 'Low Risk'),
(118643, 91, 17, '31:46.0', 36.70260939544494, 95.10281232178366, 121, 85, 50, 'Male', 56.160636992243866, 1.5785290365812337, 0.1055606170028488, 36, 22.53859683196283, 97, 'High Risk'),
(118644, 86, 15, '30:46.0', 36.65246768577099, 99.85946121, 127, 83, 73, 'Male', 70.82432642606437, 1.8510346660072003, 0.086555292, 44, 20.670612631291995, 97.66666666666667, 'Low Risk'),
(118645, 64, 17, '29:46.0', 36.100290061463234, 98.42815623291446, 129, 76, 22, 'Male', 55.88452382012884, 1.6387034993420113, 0.082923053, 53, 20.810896653015778, 93.66666666666666, 'Low Risk'),
(118646, 82, 19, '28:46.0', 36.553243927625786, 97.11320058331273, 138, 79, 59, 'Male', 57.708789452402115, 1.7345938655069963, 0.051681092, 59, 19.179900594608853, 98.66666666666666, 'Low Risk'),
(118647, 60, 14, '27:46.0', 36.403640327752655, 96.55092950558395, 111, 88, 66, 'Male', 81.14536872844431, 1.9814289136157743, 0.065997586, 23, 20.66839466881595, 95.66666666666667, 'Low Risk'),
(118648, 79, 17, '26:46.0', 36.49321750062202, 96.90000340350053, 119, 88, 83, 'Female', 73.25990100093458, 1.8447837081687415, 0.14881610498288494, 31, 21.526598874954576, 98.33333333333333, 'Low Risk'),
(118649, 62, 16, '25:46.0', 36.27126726016559, 99.54618863688322, 138, 81, 25, 'Female', 75.75595604688718, 1.8869258447130532, 0.1288184341520432, 57, 21.2768395, 100, 'Low Risk'),
(118650, 94, 12, '24:46.0', 36.869418899855745, 98.05629433246739, 110, 84, 60, 'Female', 62.2635056, 1.6575481523728506, 0.10288906819196111, 26, 22.662157923159413, 92.66666666666667, 'High Risk'),
(118651, 86, 18, '23:46.0', 36.70630043, 99.51150574029649, 120, 88, 60, 'Male', 58.54830649769896, 1.8482040409827616, 0.07224958, 32, 17.140145598000068, 98.66666666666667, 'High Risk'),
(118652, 94, 19, '22:46.0', 37.41958159932107, 98.83108169, 124, 79, 59, 'Male', 56.30474268, 1.6612850319074892, 0.12895445946917838, 45, 20.401245113455044, 94, 'High Risk'),
(118653, 74, 14, '21:46.0', 36.71888683442542, 96.58123187848523, 138, 74, 84, 'Male', 55.32358055025378, 1.5427592030456352, 0.10834189260353455, 64, 23.244167071962597, 95.33333333333333, 'Low Risk'),
(118654, 61, 17, '20:46.0', 36.67668279683459, 95.54098244640907, 129, 81, 70, 'Female', 54.79934916545772, 1.7523029633701601, 0.10557923867591407, 48, 17.84666245827142, 97, 'High Risk'),
(118655, 85, 17, '19:46.0', 36.06354961942971, 96.26640126867456, 133, 72, 68, 'Female', 67.77131012029567, 1.8684064520079822, 0.081622117, 61, 19.413469807036062, 92.33333333333333, 'Low Risk'),
(118656, 86, 19, '18:46.0', 36.05101344, 97.89216036685274, 124, 82, 29, 'Male', 97.77252963554014, 1.9625088070963204, 0.067198335, 42, 25.385961840658187, 96, 'Low Risk'),
(118657, 66, 13, '17:46.0', 36.299109199930406, 99.17920629186885, 116, 86, 42, 'Male', 98.06363270658943, 1.8167807427064482, 0.1456295127802636, 30, 29.710019829770346, 96, 'Low Risk'),
(118658, 75, 15, '16:46.0', 36.32331296440415, 96.97780914311711, 124, 84, 84, 'Male', 80.87157661067941, 1.5314203876095416, 0.12008840575449437, 40, 34.48316028571529, 97.33333333333333, 'High Risk'),
(118659, 98, 17, '15:46.0', 36.17881737279679, 95.33159097738566, 129, 80, 77, 'Female', 92.61075020705877, 1.8141321308211735, 0.065251606, 49, 28.13996620756543, 96.33333333333333, 'High Risk'),
(118660, 70, 17, '14:46.0', 36.76717969187563, 98.52739277971959, 138, 77, 61, 'Male', 62.26135771448726, 1.5873030730989566, 0.1294568511867094, 61, 24.711486614368468, 97.33333333333333, 'Low Risk'),
(118661, 78, 19, '13:46.0', 36.29500947935548, 96.67392611320709, 133, 82, 84, 'Female', 78.01519643901266, 1.5961592223748802, 0.075338011, 51, 30.62152273176905, 99, 'High Risk'),
(118662, 93, 17, '12:46.0', 36.27599544260381, 97.57717701627575, 119, 75, 27, 'Male', 67.13835984427762, 1.578601347133975, 0.10530214828458839, 44, 26.94174921850106, 89.66666666666667, 'High Risk'),
(118663, 90, 15, '11:46.0', 37.36385482545692, 95.00017297377694, 134, 86, 55, 'Female', 62.06408806665071, 1.7497086130732922, 0.095561981, 48, 20.272575156630282, 102, 'Low Risk'),
(118664, 84, 17, '10:46.0', 36.89828187538458, 98.74843988082884, 112, 84, 73, 'Male', 55.60126190875129, 1.9599629475380091, 0.056289343, 28, 14.47401191591095, 93.33333333333333, 'High Risk'),
(118665, 87, 18, '09:46.0', 36.087696731907826, 97.29979351708393, 117, 70, 38, 'Male', 53.89165425013963, 1.7628239279080247, 0.1027524925167837, 47, 17.342178066997594, 85.66666666666667, 'High Risk'),
(118666, 93, 18, '08:46.0', 36.90663125934719, 95.16471673066151, 130, 74, 62, 'Male', 73.76118797663072, 1.8161637220255136, 0.1082532602635346, 56, 22.36237417609616, 92.66666666666666, 'High Risk'),
(118667, 86, 14, '07:46.0', 37.09804510275617, 97.12668843331328, 117, 89, 56, 'Female', 71.42167979346253, 1.684626335, 0.1362393736873854, 28, 25.16650397647704, 98.33333333333333, 'Low Risk'),
(118668, 77, 16, '06:46.0', 36.63390011880219, 96.00792486235228, 130, 80, 76, 'Male', 52.141287109105846, 1.5916276898728288, 0.1376680000794726, 50, 20.58253087, 96.66666666666666, 'Low Risk'),
(118669, 68, 19, '05:46.0', 36.16655436014164, 99.93018163837567, 123, 74, 69, 'Female', 79.05100154354984, 1.7908636050461626, 0.066842876, 49, 24.64803803626992, 90.33333333333333, 'Low Risk'),
(118670, 64, 13, '04:46.0', 36.84159135852684, 97.25144985, 126, 87, 30, 'Male', 99.69621163807307, 1.8233382049009472, 0.09001102, 39, 29.98777142886555, 100, 'Low Risk'),
(118671, 88, 18, '03:46.0', 36.32370545965561, 96.33215513253225, 111, 87, 80, 'Male', 56.97619201578717, 1.7031426791124396, 0.093334242, 24, 19.64225549472911, 95, 'Low Risk'),
(118672, 88, 13, '02:46.0', 36.00529391, 96.12689556251627, 136, 79, 47, 'Male', 82.11283087363415, 1.777951555, 0.13587980153069712, 57, 25.975934353477022, 98, 'Low Risk'),
(118673, 91, 12, '01:46.0', 36.40915454292057, 99.51522854971944, 111, 84, 48, 'Male', 83.09301888392434, 1.506964914, 0.11721812445318391, 27, 36.589650056084615, 93, 'High Risk'),
(118674, 95, 15, '00:46.0', 37.03007165, 95.04057116321235, 127, 86, 83, 'Male', 96.38999240372834, 1.5177946496683559, 0.097691189, 41, 41.84137142817124, 99.66666666666667, 'High Risk'),
(118675, 69, 12, '59:46.0', 37.270849061644775, 95.40732801822963, 125, 73, 83, 'Male', 82.45896457087338, 1.8114732068301325, 0.073292121, 52, 25.12893294281316, 90.33333333333333, 'Low Risk'),
(118676, 64, 19, '58:46.0', 37.14951989661471, 96.39590356474811, 119, 82, 63, 'Female', 56.58292293403239, 1.648867571704234, 0.11615394137678262, 37, 20.812000355762205, 94.33333333333333, 'Low Risk'),
(118677, 95, 15, '57:46.0', 36.75742069182223, 98.20642687743802, 121, 80, 61, 'Male', 51.83231589751787, 1.9947788091563292, 0.1482103365196541, 41, 13.02600143890677, 93.66666666666667, 'High Risk'),
(118678, 74, 16, '56:46.0', 36.21641155575125, 99.90653626771761, 122, 80, 81, 'Female', 52.25935512615554, 1.8679120095760346, 0.074640305, 42, 14.977910030958181, 94, 'High Risk'),
(118679, 87, 15, '55:46.0', 37.232248896058415, 96.45544135349857, 126, 72, 53, 'Female', 86.26503630602822, 1.7142852440510499, 0.1178945913468183, 54, 29.354090957995357, 90, 'Low Risk'),
(118680, 78, 15, '54:46.0', 36.06521857340535, 95.51513611005635, 130, 78, 77, 'Male', 69.48883241, 1.705704781487321, 0.10407137160070049, 52, 23.884011998303396, 95.33333333333333, 'Low Risk'),
(118681, 65, 16, '53:46.0', 36.47361483788138, 96.17094561693463, 111, 75, 23, 'Male', 77.15507107593513, 1.670579094197675, 0.07303901, 36, 27.645878249067348, 87, 'Low Risk'),
(118682, 64, 15, '52:46.0', 36.53098994, 97.53511375266214, 125, 81, 64, 'Male', 57.13186981803631, 1.7911042173370229, 0.1188023575867051, 44, 17.808884814957803, 95.66666666666667, 'High Risk'),
(118683, 98, 13, '51:46.0', 36.40164170256907, 97.16262701625989, 130, 79, 50, 'Male', 89.00232668230171, 1.9121503637341066, 0.051413589946530086, 51, 24.342057231054174, 96, 'High Risk'),
(118684, 83, 13, '50:46.0', 37.31390321562033, 95.64846997402863, 139, 81, 45, 'Male', 68.46980129076748, 1.8468019291711477, 0.1422935704978887, 58, 20.075132869953435, 100.33333333333333, 'Low Risk'),
(118685, 88, 19, '49:46.0', 36.21909575992995, 98.89973502254679, 138, 71, 89, 'Female', 88.29571048817279, 1.5178818013070017, 0.096179386, 67, 38.32337047, 93.33333333333333, 'High Risk'),
(118686, 78, 16, '48:46.0', 36.43956647942895, 99.46856846, 110, 87, 20, 'Female', 71.21247930644344, 1.6841689143056742, 0.079394053, 23, 25.106421292948152, 94.66666666666667, 'Low Risk'),
(118687, 81, 16, '47:46.0', 36.75282892419863, 97.95125763272404, 114, 74, 43, 'Female', 65.66453935716547, 1.8351672010507245, 0.12702014173366322, 40, 19.49753122639619, 87.33333333333333, 'Low Risk'),
(118688, 83, 17, '46:46.0', 36.39483204650486, 96.42058038, 135, 70, 30, 'Male', 68.43670677, 1.9021733746920544, 0.1157604544784791, 65, 18.914240455074378, 91.66666666666666, 'Low Risk'),
(118689, 80, 14, '45:46.0', 37.35428388082951, 97.67778727194819, 112, 77, 57, 'Female', 79.76083664, 1.5272356112937047, 0.078493035, 35, 34.19618174, 88.66666666666667, 'High Risk'),
(118690, 69, 16, '44:46.0', 37.45736170527111, 99.96874782976387, 116, 82, 67, 'Female', 95.39190142931685, 1.7102626971712234, 0.057852582018964864, 34, 32.61263267200561, 93.33333333333333, 'High Risk'),
(118691, 73, 13, '43:46.0', 37.16865555, 95.10091584741544, 115, 84, 69, 'Male', 76.53866891327924, 1.9138603934968885, 0.13633033406412337, 31, 20.895866988849768, 94.33333333333333, 'Low Risk'),
(118692, 71, 19, '42:46.0', 36.118194656414865, 96.58424796, 124, 74, 67, 'Female', 66.35708050166272, 1.6100996291319345, 0.1491639629909663, 50, 25.596569854326265, 90.66666666666666, 'Low Risk'),
(118693, 63, 15, '41:46.0', 37.14435197682713, 97.58837660692339, 136, 79, 27, 'Male', 84.62473645820955, 1.9963911476851215, 0.10816308544426947, 57, 21.232740807544694, 98, 'Low Risk'),
(118694, 93, 18, '40:46.0', 36.32834793805065, 97.82881662, 137, 84, 33, 'Female', 50.87808730872272, 1.895188158836565, 0.056596924, 53, 14.165310799168292, 101.66666666666666, 'High Risk'),
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(118871, 94, 15, '43:46.0', 37.21517801197369, 98.24906324497658, 124, 86, 56, 'Female', 86.3725743, 1.6088186930037156, 0.13508261933615728, 38, 33.37041873830304, 98.66666666666667, 'High Risk'),
(118872, 72, 12, '42:46.0', 37.35125994720108, 98.12306631, 135, 72, 58, 'Female', 89.80866669986831, 1.9921938154598053, 0.13903168945282496, 63, 22.62846391520587, 93, 'Low Risk'),
(118873, 68, 13, '41:46.0', 36.423994874215225, 96.43143499561502, 129, 80, 76, 'Female', 98.82862532004125, 1.5940623708626727, 0.11797487772278926, 49, 38.89306187, 96.33333333333333, 'High Risk'),
(118874, 67, 15, '40:46.0', 37.33745169981516, 99.52574452053305, 122, 86, 36, 'Female', 77.27644716363758, 1.882788755817621, 0.061377268, 36, 21.799370611475858, 98, 'Low Risk'),
(118875, 83, 13, '39:46.0', 36.602272180549285, 98.46105041751042, 111, 79, 36, 'Male', 60.40998366, 1.972332392207957, 0.10068310993591784, 32, 15.529179274233492, 89.66666666666667, 'High Risk'),
(118876, 97, 13, '38:46.0', 37.19010730544233, 95.32237149059608, 119, 72, 70, 'Female', 89.87367022005684, 1.5978243751056644, 0.085089052, 47, 35.202571831004086, 87.66666666666667, 'High Risk'),
(118877, 97, 18, '37:46.0', 36.47318011376661, 97.68549101625717, 128, 85, 84, 'Female', 54.1636478, 1.5879142210136359, 0.10268963067245189, 43, 21.48096705678018, 99.33333333333333, 'High Risk'),
(118878, 87, 15, '36:46.0', 37.19995033245562, 96.16053431654058, 137, 70, 73, 'Female', 65.90039446905168, 1.7479991428218986, 0.05015785, 67, 21.56778688593019, 92.33333333333333, 'Low Risk'),
(118879, 66, 13, '35:46.0', 37.407426745270485, 98.49986952520227, 131, 83, 22, 'Male', 63.69241028509421, 1.928386065030745, 0.052232959, 48, 17.12772632601465, 99, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(118881, 98, 12, '33:46.0', 36.18269590682782, 98.61880133375485, 132, 72, 86, 'Female', 53.181971964665756, 1.956406257287263, 0.10647173176783625, 60, 13.894609650276184, 92, 'High Risk'),
(118882, 87, 14, '32:46.0', 36.94931110813889, 95.45944910018589, 133, 87, 89, 'Male', 72.22026633254592, 1.6720808575074506, 0.073326311, 46, 25.831197249193732, 102.33333333333333, 'Low Risk'),
(118883, 75, 19, '31:46.0', 37.34428711018784, 95.52614358903419, 119, 87, 49, 'Male', 68.93416913706312, 1.7858249731480824, 0.078996931, 32, 21.615075738998286, 97.66666666666667, 'Low Risk'),
(118884, 61, 15, '30:46.0', 36.19790197263872, 97.90022323415224, 127, 70, 54, 'Male', 78.01373792, 1.6808770596566571, 0.11635082982533354, 57, 27.61208406626531, 89, 'Low Risk'),
(118885, 88, 19, '29:46.0', 36.180274665938846, 96.23603117959418, 137, 74, 72, 'Female', 87.70213725414729, 1.7231551797753786, 0.10961382044204027, 63, 29.536660917196873, 95, 'Low Risk'),
(118886, 84, 13, '28:46.0', 37.27733413765098, 98.88377631943357, 110, 89, 52, 'Male', 69.95103759659473, 1.6048943386922738, 0.062799606, 21, 27.158218038329313, 96, 'Low Risk'),
(118887, 71, 13, '27:46.0', 37.02454517, 97.45011844, 117, 74, 31, 'Female', 72.53838884, 1.6360804276218897, 0.057113470419155724, 43, 27.09933331845863, 88.33333333333333, 'Low Risk'),
(118888, 61, 18, '26:46.0', 36.91049553662353, 99.44939095503284, 131, 80, 71, 'Male', 56.56793980716363, 1.5395948780839812, 0.071288405, 51, 23.86478064556429, 97, 'Low Risk'),
(118889, 78, 19, '25:46.0', 36.99824405242868, 99.38400640503609, 125, 87, 30, 'Male', 85.70365955, 1.923593359140237, 0.10635308710761543, 38, 23.161827804681046, 99.66666666666667, 'Low Risk'),
(118890, 92, 15, '24:46.0', 37.44101792971308, 98.65994836739537, 127, 81, 56, 'Female', 69.33940703295788, 1.7601179240103735, 0.14381036107936435, 46, 22.381881511555026, 96.33333333333333, 'High Risk'),
(118891, 60, 16, '23:46.0', 37.491441225624186, 97.69123015329747, 130, 73, 73, 'Female', 77.47678759467507, 1.741749580613951, 0.070417834, 57, 25.538781712224125, 92, 'Low Risk'),
(118892, 91, 19, '22:46.0', 37.38632622063236, 97.89468230324864, 120, 85, 65, 'Male', 54.89898469, 1.7615747926353327, 0.12111611461609614, 35, 17.691397411245575, 96.66666666666667, 'High Risk'),
(118893, 65, 13, '21:46.0', 37.17224285545993, 97.39919308579687, 110, 72, 18, 'Female', 60.16028936222641, 1.728216879491982, 0.05942639, 38, 20.142502737268373, 84.66666666666667, 'Low Risk'),
(118894, 68, 17, '20:46.0', 37.11202642238407, 96.36116463823991, 136, 76, 52, 'Male', 72.81454694010593, 1.9694533142821697, 0.084946996, 60, 18.772701341020852, 96, 'Low Risk'),
(118895, 62, 17, '19:46.0', 36.352882811531686, 95.42545235158082, 122, 74, 56, 'Female', 98.83630582372017, 1.6722473686813466, 0.10085427897307796, 48, 35.34398075297835, 90, 'High Risk'),
(118896, 84, 17, '18:46.0', 37.23430926348288, 98.51392013688898, 120, 80, 18, 'Female', 80.39350714668733, 1.961205114114376, 0.14764883238734963, 40, 20.901379031612024, 93.33333333333333, 'Low Risk'),
(118897, 66, 19, '17:46.0', 36.870752712775584, 99.20481719427731, 111, 84, 32, 'Female', 59.56640179913161, 1.5331251216629187, 0.1363770683749943, 27, 25.342308103929703, 93, 'Low Risk'),
(118898, 91, 14, '16:46.0', 37.45375903179288, 96.02537994210508, 119, 75, 24, 'Male', 58.32916783, 1.7070122349461903, 0.091784252, 44, 20.017623318590815, 89.66666666666667, 'High Risk'),
(118899, 87, 17, '15:46.0', 36.09850359497041, 95.42661756937677, 138, 84, 67, 'Male', 84.39173458885668, 1.5106706946572874, 0.14346542517338978, 54, 36.97943782377351, 102, 'High Risk'),
(118900, 68, 17, '14:46.0', 36.181486014848375, 98.43023048487524, 116, 80, 80, 'Male', 59.820615752174184, 1.617420936198756, 0.057153619489290555, 36, 22.866766562232975, 92, 'Low Risk'),
(118901, 83, 17, '13:46.0', 36.04810555881706, 98.27508462584134, 139, 88, 42, 'Female', 74.25731636655914, 1.511695801417761, 0.097583853, 51, 32.49454320313719, 105, 'High Risk'),
(118902, 91, 19, '12:46.0', 36.40126429245197, 98.13610650358943, 124, 75, 82, 'Male', 75.29227424455317, 1.6403274906097745, 0.11377780845976222, 49, 27.98267887850298, 91.33333333333333, 'High Risk'),
(118903, 74, 19, '11:46.0', 36.76700092076231, 95.19821844265029, 126, 88, 44, 'Male', 61.757004876137046, 1.6798016010395402, 0.091605426, 38, 21.88619394853986, 100.66666666666667, 'Low Risk'),
(118904, 61, 13, '10:46.0', 36.59003617942601, 96.60057347012778, 127, 70, 18, 'Female', 80.40128280481244, 1.9594451715571861, 0.1438550016885372, 57, 20.940967681397744, 89, 'Low Risk'),
(118905, 77, 18, '09:46.0', 37.29137893441971, 99.98038083, 114, 71, 55, 'Female', 89.25975593029435, 1.889618111020433, 0.11201950756480786, 43, 24.99813501889088, 85.33333333333333, 'Low Risk'),
(118906, 74, 19, '08:46.0', 37.198145666859205, 98.37859991670943, 137, 73, 78, 'Female', 80.83657689445911, 1.6450569939260158, 0.061971319988737894, 64, 29.870742411479775, 94.33333333333333, 'Low Risk'),
(118907, 72, 13, '07:46.0', 36.9340563, 97.56489158, 115, 82, 37, 'Female', 93.97390211, 1.9735048883542547, 0.101673639, 33, 24.12852909714947, 93, 'Low Risk'),
(118908, 85, 12, '06:46.0', 36.916492537429946, 98.64921366349397, 128, 82, 52, 'Male', 99.67296799, 1.5332923385577033, 0.14823206701801256, 46, 42.39625145383503, 97.33333333333333, 'High Risk'),
(118909, 82, 14, '05:46.0', 36.09402264587942, 97.81542927266793, 139, 73, 30, 'Male', 69.12774646144373, 1.7199178356735074, 0.058945082165379206, 66, 23.368831596033086, 95, 'Low Risk'),
(118910, 86, 14, '04:46.0', 36.25024640971769, 95.97976308199699, 135, 84, 62, 'Male', 81.15979117201886, 1.7149952051078117, 0.093086236, 51, 27.594027997184746, 101, 'Low Risk'),
(118911, 73, 19, '03:46.0', 37.05761411661214, 99.15097873262863, 117, 72, 63, 'Female', 64.18528847625257, 1.9347606152147936, 0.061818228, 45, 17.146718624445928, 87, 'High Risk'),
(118912, 67, 19, '02:46.0', 36.771666305395925, 96.03158614891899, 120, 89, 89, 'Female', 59.51251453220266, 1.6877472178005348, 0.050329226398591866, 31, 20.892648564395124, 99.33333333333333, 'Low Risk'),
(118913, 71, 15, '01:46.0', 36.689764532378156, 99.99731847, 120, 83, 79, 'Female', 51.535805998163625, 1.7217829008400527, 0.091588706, 37, 17.38410321, 95.33333333333333, 'High Risk'),
(118914, 86, 17, '00:46.0', 36.490368905776286, 96.64570684817636, 137, 77, 81, 'Female', 77.67052403011868, 1.9900604254176404, 0.074311239, 60, 19.61208236832509, 97, 'Low Risk'),
(118915, 96, 15, '59:46.0', 36.76178742240427, 95.40814902, 126, 73, 72, 'Female', 70.06227842355722, 1.8532158552991773, 0.070346671, 53, 20.40009745326735, 90.66666666666666, 'High Risk'),
(118916, 90, 15, '58:46.0', 36.40357666411906, 99.44348340589575, 126, 73, 60, 'Female', 58.53785508593802, 1.586789107787843, 0.056639003, 53, 23.248684498071245, 90.66666666666666, 'Low Risk'),
(118917, 95, 16, '57:46.0', 36.546584852656466, 98.04479832604711, 125, 87, 42, 'Male', 58.440734858267824, 1.7858054143431186, 0.085599978, 38, 18.325144065147157, 99.66666666666667, 'High Risk'),
(118918, 66, 17, '56:46.0', 36.04598258, 96.03636670190492, 115, 78, 20, 'Male', 51.67983177703789, 1.7255518649920751, 0.10805517134554882, 37, 17.35661605064678, 90.33333333333333, 'High Risk'),
(118919, 87, 14, '55:46.0', 36.55932375285791, 97.31236945696217, 134, 73, 65, 'Male', 50.28068126878277, 1.7188716036589453, 0.12203492916393707, 61, 17.018225718069775, 93.33333333333333, 'High Risk'),
(118920, 79, 16, '54:46.0', 37.177514671456805, 96.25191369410257, 139, 76, 86, 'Male', 57.24831974773441, 1.8301518827822971, 0.11888510649254565, 63, 17.091826618038805, 97, 'High Risk'),
(118921, 65, 13, '53:46.0', 36.09086174642047, 98.53577711993455, 139, 81, 34, 'Male', 64.85716224354289, 1.8284314160534425, 0.12165259689320194, 58, 19.39994922328544, 100.33333333333333, 'Low Risk'),
(118922, 99, 17, '52:46.0', 36.45286220746645, 99.56986912328907, 113, 86, 25, 'Male', 73.70290516141384, 1.6311700787596737, 0.1381547113857433, 27, 27.700404697717854, 95, 'High Risk'),
(118923, 79, 17, '51:46.0', 37.46498225329938, 97.41932309762032, 112, 85, 52, 'Male', 61.24143207334667, 1.6241487807563888, 0.12384131610935807, 27, 23.216337942972853, 94, 'Low Risk'),
(118924, 75, 16, '50:46.0', 36.68154929092213, 98.33571453305284, 117, 80, 85, 'Female', 67.66470213355083, 1.7244954369378875, 0.08376931, 37, 22.752969007393983, 92.33333333333333, 'Low Risk'),
(118925, 88, 14, '49:46.0', 36.73259718952804, 98.54402683907118, 115, 75, 57, 'Female', 73.46406944775731, 1.534711340146487, 0.079509612, 40, 31.190445469829537, 88.33333333333333, 'High Risk'),
(118926, 93, 17, '48:46.0', 37.038199536134805, 95.21354365, 110, 79, 23, 'Male', 60.80395685448276, 1.5114618439081935, 0.066151539, 31, 26.61567385, 89.33333333333333, 'High Risk'),
(118927, 69, 16, '47:46.0', 36.43976045351916, 96.79400036758709, 115, 70, 69, 'Male', 72.30521279064025, 1.7562311833737283, 0.051236917, 45, 23.44262499131485, 85, 'Low Risk'),
(118928, 65, 15, '46:46.0', 36.67393964917967, 96.03389935789018, 119, 88, 36, 'Male', 96.71552957543986, 1.9062099412279696, 0.096864365, 31, 26.616733356005746, 98.33333333333333, 'Low Risk'),
(118929, 70, 16, '45:46.0', 36.08574228425556, 97.96410228, 123, 76, 46, 'Female', 74.24268752762006, 1.8073681855423076, 0.05616239, 47, 22.727957994377793, 91.66666666666667, 'Low Risk'),
(118930, 75, 19, '44:46.0', 36.17405106153148, 99.16601746509063, 119, 87, 28, 'Female', 52.95668122393753, 1.5609448946578088, 0.090364785, 32, 21.73429797756261, 97.66666666666667, 'Low Risk'),
(118931, 83, 18, '43:46.0', 36.892021278340316, 95.57777814407802, 136, 86, 42, 'Male', 75.03614856639544, 1.6312392616184348, 0.06375338, 50, 28.199097108530733, 102.66666666666666, 'Low Risk'),
(118932, 66, 13, '42:46.0', 37.30031709608886, 98.49244644, 126, 75, 62, 'Male', 69.16610764158443, 1.9128624774255831, 0.12331952907115229, 51, 18.90278696763708, 92, 'Low Risk'),
(118933, 63, 16, '41:46.0', 37.39318921, 97.71595528, 129, 80, 88, 'Male', 80.80329767426153, 1.722713861200681, 0.051987499, 49, 27.22718792664447, 96.33333333333333, 'Low Risk'),
(118934, 68, 15, '40:46.0', 36.55898807055581, 96.00520786882196, 115, 71, 41, 'Male', 70.46266065674962, 1.6030485033654518, 0.093198228, 44, 27.419890244094564, 85.66666666666667, 'Low Risk'),
(118935, 81, 14, '39:46.0', 37.47515974, 96.99141247089403, 139, 78, 33, 'Female', 70.32587681, 1.5722283543558053, 0.1244941855461608, 61, 28.450107186804026, 98.33333333333333, 'Low Risk'),
(118936, 72, 17, '38:46.0', 36.62482453211834, 95.49255032, 138, 83, 38, 'Male', 64.53575797, 1.6433977583774804, 0.064812285, 55, 23.895440156886234, 101.33333333333333, 'Low Risk'),
(118937, 92, 18, '37:46.0', 36.91857228852671, 97.83622111374704, 130, 71, 59, 'Female', 65.83414412392433, 1.807078172844793, 0.094711061, 59, 20.160314994613312, 90.66666666666666, 'High Risk'),
(118938, 65, 15, '36:46.0', 37.341702351708754, 98.46480927522259, 111, 78, 65, 'Male', 88.66125389198876, 1.6352599744503284, 0.097892356, 33, 33.15585680656244, 89, 'High Risk'),
(118939, 87, 19, '35:46.0', 36.94940297261657, 95.44383235783833, 136, 72, 84, 'Male', 78.74030133365196, 1.7525907591314196, 0.12145759067161406, 64, 25.63516030362974, 93.33333333333333, 'Low Risk'),
(118940, 61, 18, '34:46.0', 36.052433795851755, 98.68964501067197, 139, 74, 20, 'Female', 60.73919114381546, 1.7590996894879687, 0.063262695, 65, 19.628544653030673, 95.66666666666666, 'Low Risk'),
(118941, 63, 19, '33:46.0', 37.45428797446654, 96.38669471155944, 119, 89, 20, 'Female', 77.14930468681486, 1.6254510131706728, 0.10112847490480896, 30, 29.200093712617115, 99, 'Low Risk'),
(118942, 66, 18, '32:46.0', 37.09301386836132, 99.81007132643123, 124, 70, 66, 'Female', 53.92477205762995, 1.816383478165512, 0.14758401469465876, 54, 16.34455994, 88, 'High Risk'),
(118943, 79, 19, '31:46.0', 37.177243069512585, 99.99963424246921, 131, 75, 36, 'Female', 90.02691689170716, 1.9919563326182723, 0.1408090794768147, 56, 22.688863901730034, 93.66666666666666, 'Low Risk'),
(118944, 79, 17, '30:46.0', 37.368949870479824, 97.26492115800971, 115, 74, 77, 'Male', 50.401398876089885, 1.985364210239739, 0.13397293597245952, 41, 12.786810028351615, 87.66666666666667, 'High Risk'),
(118945, 90, 13, '29:46.0', 36.462515951730445, 97.60244679352488, 119, 74, 52, 'Female', 50.467262190721975, 1.5474388641197276, 0.1356719240000196, 45, 21.075735774308487, 89, 'Low Risk'),
(118946, 76, 14, '28:46.0', 36.46450807221338, 96.14174269, 120, 82, 82, 'Male', 55.142599337060254, 1.8421511573700113, 0.052076794, 38, 16.249376732822604, 94.66666666666667, 'High Risk'),
(118947, 77, 14, '27:46.0', 37.443381046310144, 98.17321427019961, 120, 88, 25, 'Male', 56.37051151382122, 1.5681735111424666, 0.087658616, 32, 22.92259326006315, 98.66666666666667, 'Low Risk'),
(118948, 89, 16, '26:46.0', 37.21545987594789, 99.05902370888734, 134, 76, 65, 'Female', 86.09713429925465, 1.5333839810703984, 0.12598919512053347, 58, 36.61734505120915, 95.33333333333333, 'High Risk'),
(118949, 71, 12, '25:46.0', 37.01988502907833, 96.5175787, 111, 84, 64, 'Male', 74.44557020316476, 1.9069463178365242, 0.12153874207428035, 27, 20.472077914203812, 93, 'Low Risk'),
(118950, 88, 15, '24:46.0', 37.372041165030296, 97.49911321905334, 133, 76, 88, 'Male', 63.03204042877894, 1.6300461602232412, 0.081026667, 57, 23.722560334273787, 95, 'Low Risk'),
(118951, 97, 19, '23:46.0', 37.32901990631149, 98.51791050580043, 113, 76, 56, 'Male', 79.22226920572261, 1.5561364977042915, 0.10246285741981034, 37, 32.715374820443586, 88.33333333333333, 'High Risk'),
(118952, 72, 19, '22:46.0', 37.191209316115206, 97.06026067105346, 110, 79, 45, 'Female', 99.78351932351723, 1.571576871872196, 0.076195009, 31, 40.40057623234821, 89.33333333333333, 'High Risk'),
(118953, 67, 19, '21:46.0', 36.153759040782354, 97.74233962515409, 111, 88, 38, 'Male', 98.51200961, 1.5157061886006427, 0.14356419348241034, 23, 42.880429921691714, 95.66666666666667, 'High Risk'),
(118954, 87, 13, '20:46.0', 36.18490309206465, 97.39592097212014, 119, 78, 23, 'Male', 50.79681983592177, 1.7763457720718652, 0.14947801246280262, 41, 16.098355384889274, 91.66666666666667, 'High Risk'),
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(119131, 80, 17, '23:46.0', 37.34854727654116, 96.45513892004007, 126, 88, 85, 'Female', 60.44189388909555, 1.8251748377395902, 0.064798638, 38, 18.14383627839931, 100.66666666666667, 'High Risk'),
(119132, 81, 14, '22:46.0', 37.13160645300783, 97.73960254923624, 130, 83, 58, 'Female', 78.20264806718518, 1.9015358516538532, 0.054833968086266116, 47, 21.62780389938365, 98.66666666666667, 'Low Risk'),
(119133, 78, 12, '21:46.0', 36.770256699205895, 96.90753687833978, 128, 77, 37, 'Female', 97.07636335917427, 1.9728639609291099, 0.066052453, 51, 24.941307664955737, 94, 'Low Risk'),
(119134, 71, 12, '20:46.0', 36.13696879767325, 97.92632042194533, 120, 81, 57, 'Male', 50.93772114789295, 1.9756242844909435, 0.11487238142762737, 39, 13.050609646793719, 94, 'High Risk'),
(119135, 69, 14, '19:46.0', 36.53030937401092, 97.79049507985057, 130, 76, 62, 'Male', 61.61718279784947, 1.7872803056496143, 0.10947400805692452, 54, 19.28930136828109, 94, 'Low Risk'),
(119136, 94, 17, '18:46.0', 36.174798575243784, 95.17029302, 118, 81, 32, 'Male', 65.92965155, 1.556877548491139, 0.085001927, 37, 27.20018568947935, 93.33333333333333, 'High Risk'),
(119137, 64, 16, '17:46.0', 37.191038490004786, 96.48249336, 110, 82, 85, 'Female', 56.6620024, 1.781415416304719, 0.064939669, 28, 17.855067871875633, 91.33333333333333, 'High Risk'),
(119138, 67, 18, '16:46.0', 36.35895302710162, 99.71098559304014, 129, 74, 36, 'Female', 97.05160936016104, 1.8371440623242723, 0.070468593, 55, 28.75519483, 92.33333333333333, 'Low Risk'),
(119139, 99, 17, '15:46.0', 37.38366861799679, 95.18899686, 122, 75, 42, 'Male', 57.340962626533056, 1.706638720871605, 0.1160648312138269, 47, 19.687101927777597, 90.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(119141, 92, 17, '13:46.0', 36.40983547766264, 98.11575953261459, 124, 77, 34, 'Female', 58.947852010693964, 1.9369344399225177, 0.081106435, 47, 15.712241368236503, 92.66666666666667, 'High Risk'),
(119142, 94, 15, '12:46.0', 37.07226408660823, 99.23172677832656, 115, 74, 45, 'Male', 65.59417816258807, 1.7153910459936266, 0.063484212, 41, 22.29148584578396, 87.66666666666667, 'High Risk'),
(119143, 70, 18, '11:46.0', 37.328575482466704, 98.77728471870374, 135, 89, 38, 'Female', 95.90440321059145, 1.7816857950859597, 0.14596343702938863, 46, 30.211779905950095, 104.33333333333333, 'High Risk'),
(119144, 75, 15, '10:46.0', 36.22391721, 98.88249719212354, 136, 76, 61, 'Male', 63.76966028, 1.716666363693792, 0.075397476, 60, 21.639255164850486, 96, 'Low Risk'),
(119145, 93, 15, '09:46.0', 37.321582253768746, 96.03605429, 120, 77, 83, 'Male', 83.61151456327376, 1.6494227798398349, 0.09549866, 43, 30.732798888611057, 91.33333333333333, 'High Risk'),
(119146, 80, 18, '08:46.0', 37.45998607438864, 99.93975752482567, 117, 89, 42, 'Female', 99.46566393822282, 1.8619399548431093, 0.10422792029866965, 28, 28.690746157204842, 98.33333333333333, 'Low Risk'),
(119147, 92, 12, '07:46.0', 36.97708720648066, 98.28319634093681, 111, 80, 38, 'Male', 55.63248641077624, 1.683192745545295, 0.13060025911697037, 31, 19.63635021, 90.33333333333333, 'High Risk'),
(119148, 64, 16, '06:46.0', 37.13260026278672, 99.80093705055387, 126, 76, 82, 'Male', 73.52777216105517, 1.934547920519892, 0.098005987, 50, 19.646827101652796, 92.66666666666666, 'Low Risk'),
(119149, 96, 19, '05:46.0', 36.476638931527404, 98.89209763957614, 123, 79, 47, 'Female', 62.93532333602221, 1.955083497014607, 0.1009694887824614, 44, 16.465080111131325, 93.66666666666667, 'High Risk'),
(119150, 92, 13, '04:46.0', 37.366581841842056, 95.55760896880129, 135, 84, 88, 'Male', 61.31765222990534, 1.6733251150217001, 0.12020243288512086, 51, 21.899029017156458, 101, 'High Risk'),
(119151, 97, 12, '03:46.0', 36.38971212542137, 98.10938081244085, 137, 80, 72, 'Female', 61.41960571395496, 1.6423232380049964, 0.11776056584293869, 57, 22.77140084314513, 99, 'High Risk'),
(119152, 90, 13, '02:46.0', 36.96017731633589, 95.60556978776572, 123, 86, 85, 'Male', 79.85584869784523, 1.8809496162522001, 0.138244277, 37, 22.57108335270197, 98.33333333333333, 'Low Risk'),
(119153, 69, 14, '01:46.0', 36.16459273361624, 97.15508742, 112, 73, 43, 'Female', 98.81957605, 1.794971687880194, 0.063354488, 39, 30.670989034322513, 86, 'High Risk'),
(119154, 98, 17, '00:46.0', 37.077803315322086, 99.79833993562082, 117, 76, 55, 'Female', 50.93075278, 1.6896719994459108, 0.10067569611801518, 41, 17.839196156889336, 89.66666666666667, 'High Risk'),
(119155, 69, 12, '59:46.0', 36.979763942543954, 97.44609324391158, 110, 86, 89, 'Female', 90.29788513793521, 1.7837066829843151, 0.098911679, 24, 28.38119645428079, 94, 'Low Risk'),
(119156, 95, 12, '58:46.0', 37.131393711019804, 98.20876432802652, 134, 82, 86, 'Male', 73.36427721632568, 1.901011510979085, 0.14072542801089843, 52, 20.300893366919045, 99.33333333333333, 'High Risk'),
(119157, 81, 14, '57:46.0', 36.30816706769346, 99.16623624401547, 118, 75, 72, 'Male', 78.58139997594053, 1.8410062503578726, 0.081114649, 43, 23.185114010035722, 89.33333333333333, 'Low Risk'),
(119158, 99, 12, '56:46.0', 36.94124984650622, 97.68221380600589, 112, 87, 18, 'Female', 82.38069781639845, 1.5491538265200555, 0.14925989852896016, 25, 34.32704174745497, 95.33333333333333, 'High Risk'),
(119159, 81, 17, '55:46.0', 36.05810493, 97.91598683908128, 128, 78, 65, 'Male', 84.70616479807055, 1.9214023411596022, 0.078458238, 50, 22.94448888669615, 94.66666666666666, 'Low Risk'),
(119160, 63, 18, '54:46.0', 37.02172961474846, 98.52435000306902, 112, 71, 75, 'Female', 91.60190595, 1.698550901890351, 0.11432275410910199, 41, 31.750266688759865, 84.66666666666667, 'High Risk'),
(119161, 66, 15, '53:46.0', 36.157546313900475, 97.15330114041981, 128, 81, 67, 'Male', 63.44067199623112, 1.7578074833337154, 0.1323702220825136, 47, 20.53171166065648, 96.66666666666667, 'Low Risk'),
(119162, 67, 12, '52:46.0', 36.24248862663587, 95.30607260815913, 126, 78, 28, 'Male', 73.49701966765465, 1.6394854223032014, 0.12572973992287756, 48, 27.34353184351915, 94, 'Low Risk'),
(119163, 72, 12, '51:46.0', 36.395482522481494, 98.42984176146827, 135, 85, 19, 'Male', 95.25296484708508, 1.9211420882997414, 0.1466361647925291, 50, 25.808307773668464, 101.66666666666666, 'Low Risk'),
(119164, 67, 18, '50:46.0', 36.881682213083224, 95.87094713712922, 139, 84, 18, 'Female', 67.34172424391298, 1.6253332077186426, 0.10304587141013535, 55, 25.49173615075194, 102.33333333333333, 'Low Risk'),
(119165, 75, 15, '49:46.0', 36.380377941827184, 97.41789792323631, 130, 87, 55, 'Female', 66.76658000928713, 1.8007478595481825, 0.11607461882947158, 43, 20.589856339238757, 101.33333333333333, 'Low Risk'),
(119166, 69, 18, '48:46.0', 37.187765056269335, 97.94117494561351, 123, 75, 29, 'Male', 73.82673811452497, 1.948108139281233, 0.066258491, 48, 19.453043534574427, 91, 'Low Risk'),
(119167, 69, 13, '47:46.0', 37.29709289120612, 98.68598723793397, 118, 79, 58, 'Male', 98.06694096892639, 1.8877615182934178, 0.058734841, 39, 27.51872896, 92, 'Low Risk'),
(119168, 94, 14, '46:46.0', 36.793073070569015, 97.25285271600258, 120, 75, 19, 'Female', 65.83675704, 1.8520854955353612, 0.084215601, 45, 19.193154938968174, 90, 'High Risk'),
(119169, 67, 17, '45:46.0', 37.44031975997657, 99.13201766020704, 135, 71, 68, 'Female', 52.80275888928646, 1.9419180165774441, 0.05899815, 64, 14.002153441424785, 92.33333333333333, 'High Risk'),
(119170, 97, 18, '44:46.0', 37.40533971118608, 98.20686511153987, 131, 71, 68, 'Female', 95.50754935, 1.5113157018401235, 0.080000052, 60, 41.81453894859162, 91, 'High Risk'),
(119171, 63, 12, '43:46.0', 37.49714556816012, 95.11710464554555, 120, 74, 70, 'Male', 63.69461572212872, 1.7599074311754743, 0.14638431208743186, 46, 20.56473282702039, 89.33333333333333, 'Low Risk'),
(119172, 97, 16, '42:46.0', 36.02794493871227, 95.85605845609525, 115, 73, 39, 'Female', 69.54155769, 1.8665733791616637, 0.055936382, 42, 19.95971239010104, 87, 'High Risk'),
(119173, 73, 19, '41:46.0', 36.89736969407947, 97.03726330877029, 124, 76, 70, 'Female', 61.58908039276987, 1.7488116926696873, 0.14032697558758517, 48, 20.13805964733825, 92, 'Low Risk'),
(119174, 87, 17, '40:46.0', 36.42042234536511, 96.02442659504217, 135, 88, 67, 'Male', 71.56502447267874, 1.750689127033671, 0.10390914595679027, 47, 23.349777963322246, 103.66666666666667, 'Low Risk'),
(119175, 70, 19, '39:46.0', 37.34540274119973, 95.63787597997484, 121, 79, 69, 'Male', 93.12254003120907, 1.834373844481002, 0.081549573, 42, 27.674457402792456, 93, 'Low Risk'),
(119176, 79, 14, '38:46.0', 37.08040205885391, 97.09826856615257, 125, 72, 49, 'Female', 70.11230637530755, 1.7977973184394858, 0.097103438, 53, 21.69265938, 89.66666666666666, 'Low Risk'),
(119177, 87, 12, '37:46.0', 36.89034994591488, 98.61411850375383, 113, 87, 53, 'Male', 67.68584797834829, 1.8184125680570258, 0.060522581, 26, 20.469772946440322, 95.66666666666667, 'Low Risk'),
(119178, 71, 14, '36:46.0', 36.26959484474617, 99.55410756234674, 127, 74, 81, 'Male', 63.81340634928102, 1.6614096483133798, 0.075644059, 53, 23.118437137317244, 91.66666666666666, 'Low Risk'),
(119179, 76, 15, '35:46.0', 36.80088078677017, 96.73869827671572, 118, 85, 72, 'Female', 53.11089240063542, 1.9940477261437302, 0.056786116, 33, 13.357109967467723, 96, 'High Risk'),
(119180, 64, 19, '34:46.0', 36.589030301091945, 99.73865108586752, 114, 71, 62, 'Female', 61.926081343863856, 1.5288267669767996, 0.09230395, 43, 26.494580239704735, 85.33333333333333, 'Low Risk'),
(119181, 60, 19, '33:46.0', 36.335366458318276, 96.16427093551877, 133, 80, 77, 'Male', 87.41071724130484, 1.5767421559597081, 0.080767361, 53, 35.15955142305898, 97.66666666666666, 'High Risk'),
(119182, 66, 19, '32:46.0', 36.20319974887821, 97.00244946, 119, 89, 41, 'Male', 90.39478302144428, 1.8395899848873425, 0.11227652361348547, 30, 26.711685552811954, 99, 'Low Risk'),
(119183, 67, 14, '31:46.0', 36.42336674086285, 99.07998389651317, 139, 87, 89, 'Female', 55.27425451710347, 1.5924154883963724, 0.1256405579069278, 52, 21.797671731017665, 104.33333333333333, 'Low Risk'),
(119184, 98, 18, '30:46.0', 36.648483863239974, 96.96439931897679, 130, 84, 74, 'Male', 77.95089674, 1.7167687994692273, 0.13282645630011164, 46, 26.44828353130653, 99.33333333333333, 'High Risk'),
(119185, 89, 15, '29:46.0', 37.02985333353685, 96.16472085763317, 139, 76, 39, 'Female', 58.34419800872648, 1.812762435157255, 0.097199943, 63, 17.754804251197548, 97, 'High Risk'),
(119186, 77, 15, '28:46.0', 37.323923371292096, 95.23123669380848, 110, 87, 73, 'Female', 58.39498287564585, 1.998275584202057, 0.11286878661305305, 23, 14.623952622359461, 94.66666666666667, 'High Risk'),
(119187, 87, 17, '27:46.0', 36.04542342502155, 97.79391334177382, 134, 81, 70, 'Female', 87.59592910964577, 1.5383639273923213, 0.13084348699616133, 53, 37.013976765826364, 98.66666666666666, 'High Risk'),
(119188, 92, 16, '26:46.0', 36.24124986193248, 97.46443342596169, 118, 71, 31, 'Male', 84.78794017549868, 1.6291500236719192, 0.099506401, 47, 31.945664521498426, 86.66666666666667, 'High Risk'),
(119189, 60, 19, '25:46.0', 37.43090772108865, 98.23853822428569, 136, 73, 52, 'Male', 84.94371817371254, 1.9731636398718526, 0.11291632279820268, 63, 21.817503742733372, 94, 'Low Risk'),
(119190, 76, 12, '24:46.0', 36.934143479724305, 98.45741324220522, 112, 76, 67, 'Male', 51.74775516446884, 1.594407343292744, 0.1432245567219527, 36, 20.356023467352625, 88, 'Low Risk'),
(119191, 92, 12, '23:46.0', 36.57593549871597, 95.38436779936065, 111, 75, 82, 'Female', 98.61635978318112, 1.808860644872183, 0.094837314, 36, 30.139687665758995, 87, 'High Risk'),
(119192, 84, 19, '22:46.0', 36.625243152068634, 98.21524640561536, 127, 86, 60, 'Female', 93.87336956131074, 1.9441618684862827, 0.079683726, 41, 24.83576633740966, 99.66666666666667, 'Low Risk'),
(119193, 78, 16, '21:46.0', 37.09066251018967, 96.48668385372305, 130, 77, 23, 'Male', 59.554465426545065, 1.5532279771920794, 0.13098165167303538, 53, 24.6856133, 94.66666666666666, 'Low Risk'),
(119194, 88, 16, '20:46.0', 36.98639071, 98.16372388, 130, 84, 40, 'Male', 82.69904748839093, 1.6705617731432825, 0.1455408668950487, 46, 29.632986877440263, 99.33333333333333, 'Low Risk'),
(119195, 64, 15, '19:46.0', 37.313543061344724, 95.48004113887448, 111, 82, 73, 'Female', 60.055460055835624, 1.595326421756852, 0.071522876, 29, 23.596814702225338, 91.66666666666667, 'Low Risk'),
(119196, 82, 12, '18:46.0', 37.41816258439708, 96.95655765530765, 133, 76, 30, 'Female', 97.07861823363807, 1.6554257719433556, 0.12535847851530701, 57, 35.42453531179336, 95, 'High Risk'),
(119197, 87, 16, '17:46.0', 36.076340844831634, 95.76004694952489, 122, 77, 82, 'Female', 87.45468761, 1.8699819009878704, 0.09083415, 45, 25.009688727758306, 92, 'Low Risk'),
(119198, 69, 12, '16:46.0', 36.020064795624315, 99.43438233251659, 124, 84, 20, 'Female', 53.015334161348434, 1.7727451821617985, 0.090981328, 40, 16.869758895526743, 97.33333333333333, 'High Risk'),
(119199, 61, 17, '15:46.0', 36.06236995, 97.48034340543606, 117, 82, 33, 'Female', 57.41645572776584, 1.6912480433019235, 0.066726729, 35, 20.07343823503269, 93.66666666666667, 'Low Risk'),
(119200, 70, 18, '14:46.0', 36.075436368000865, 97.94135807981367, 119, 81, 71, 'Male', 64.88660429913811, 1.6228486605040637, 0.1205612029786072, 38, 24.637634270569336, 93.66666666666667, 'Low Risk'),
(119201, 85, 14, '13:46.0', 36.01999495263882, 95.32348219198929, 119, 85, 79, 'Female', 99.17108298, 1.7466005440287333, 0.055078286, 34, 32.50857057732616, 96.33333333333333, 'High Risk'),
(119202, 88, 15, '12:46.0', 36.93780743471555, 97.28798871460081, 125, 89, 24, 'Female', 81.99311113308775, 1.5193086705181638, 0.10877868054268905, 36, 35.52101220312572, 101, 'High Risk'),
(119203, 61, 17, '11:46.0', 37.30975624848746, 99.14088878895716, 115, 88, 65, 'Male', 69.40176742270238, 1.8137671652814809, 0.11889246182968322, 27, 21.096356673803342, 97, 'Low Risk'),
(119204, 96, 14, '10:46.0', 36.42014622332983, 98.54337496941854, 121, 78, 52, 'Female', 53.485001298261615, 1.8724125180030462, 0.14252314762308024, 43, 15.25558755675755, 92.33333333333333, 'High Risk'),
(119205, 77, 14, '09:46.0', 36.53256131146748, 99.13901535, 127, 78, 87, 'Male', 59.97432274032967, 1.7828268033150434, 0.13147941724375475, 49, 18.868919990901713, 94.33333333333333, 'Low Risk'),
(119206, 73, 18, '08:46.0', 37.484379171545754, 96.89330940928294, 134, 81, 35, 'Male', 68.08954734704126, 1.862812825569233, 0.14840415511174532, 53, 19.621942928691084, 98.66666666666666, 'Low Risk'),
(119207, 67, 14, '07:46.0', 36.01780676401789, 98.54331614694718, 129, 84, 79, 'Female', 80.63423242208526, 1.6195366903603652, 0.07662132, 45, 30.74240739407415, 99, 'High Risk'),
(119208, 78, 15, '06:46.0', 36.34686353252335, 96.98407489592962, 119, 86, 77, 'Male', 54.33536417428757, 1.5478115874016112, 0.11098438499947391, 33, 22.680174673674657, 97, 'Low Risk'),
(119209, 67, 14, '05:46.0', 36.29580222316854, 98.48375183766488, 138, 87, 75, 'Female', 57.32633821730557, 1.5590516025769603, 0.1077392126525964, 51, 23.58485560096292, 104, 'Low Risk'),
(119210, 89, 13, '04:46.0', 37.200214127047545, 95.05459974128392, 127, 73, 48, 'Female', 92.83182257953504, 1.571584556457534, 0.059433987, 54, 37.58559001675096, 91, 'High Risk'),
(119211, 76, 19, '03:46.0', 36.294067080084154, 96.61990625958221, 124, 83, 74, 'Male', 58.86162125159437, 1.8026874077004575, 0.1009213950593052, 41, 18.113040982523803, 96.66666666666667, 'High Risk'),
(119212, 61, 13, '02:46.0', 36.045936057538455, 96.84029361226291, 115, 89, 21, 'Male', 89.16746479619235, 1.6930965490171375, 0.13050942898941573, 26, 31.10591421650944, 97.66666666666667, 'High Risk'),
(119213, 63, 17, '01:46.0', 36.18011172350742, 98.24449518061448, 113, 82, 44, 'Male', 89.05704823049433, 1.7493563404106085, 0.052494956719269265, 31, 29.101255749242167, 92.33333333333333, 'Low Risk'),
(119214, 81, 15, '00:46.0', 36.85509236737328, 99.82760231555437, 111, 84, 31, 'Male', 51.28999827707673, 1.7504472041850851, 0.12402665515639122, 27, 16.73919820119545, 93, 'High Risk'),
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(119391, 60, 15, '03:46.0', 36.76423312942067, 96.63847323511011, 137, 73, 27, 'Female', 51.98656423, 1.6635370881651392, 0.10268037668799762, 64, 18.785646270955965, 94.33333333333333, 'Low Risk'),
(119392, 71, 18, '02:46.0', 36.458870969571436, 97.71526776510052, 137, 76, 73, 'Female', 73.50164868, 1.6221893197130315, 0.093166113, 61, 27.931483663956342, 96.33333333333333, 'Low Risk'),
(119393, 93, 15, '01:46.0', 36.91013221514672, 99.78960256, 138, 87, 19, 'Male', 56.584143737033344, 1.9642202783183356, 0.096908277, 51, 14.666090738939715, 104, 'High Risk'),
(119394, 91, 18, '00:46.0', 36.24760995226781, 98.99677533314271, 123, 72, 33, 'Male', 54.42630420588593, 1.6059745669742316, 0.12934818563060613, 51, 21.10238383169101, 89, 'High Risk'),
(119395, 79, 16, '59:46.0', 36.28652016989191, 98.62001229015944, 112, 80, 48, 'Female', 84.62021923577947, 1.7476158177106633, 0.062832359, 32, 27.706534774237603, 90.66666666666667, 'Low Risk'),
(119396, 91, 17, '58:46.0', 36.64623696805874, 95.23421853728709, 135, 75, 87, 'Male', 54.758641133846744, 1.571876093378938, 0.089898627, 60, 22.162362016303263, 95, 'High Risk'),
(119397, 99, 14, '57:46.0', 37.25510955094341, 99.06555472292524, 119, 85, 84, 'Female', 78.42415261205477, 1.5301580826128782, 0.092094456, 34, 33.49478800785238, 96.33333333333333, 'High Risk'),
(119398, 66, 14, '56:46.0', 36.770523321745024, 98.6457695, 128, 78, 46, 'Female', 50.073038776333114, 1.7593489303255163, 0.061975353, 50, 16.177074501634277, 94.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(119400, 86, 16, '54:46.0', 37.06086790425939, 95.37735859779667, 124, 85, 67, 'Male', 75.68682812591256, 1.7070045530237186, 0.077212514, 39, 25.97472428175348, 98, 'Low Risk'),
(119401, 61, 13, '53:46.0', 36.50451537751924, 98.04723598, 139, 77, 34, 'Male', 52.75447827578844, 1.5891197011065765, 0.10206235396505337, 62, 20.890368874433058, 97.66666666666666, 'Low Risk'),
(119402, 81, 12, '52:46.0', 36.10710282504663, 95.13428081907469, 127, 79, 18, 'Female', 67.00065892521158, 1.523564988966994, 0.13521892343597627, 48, 28.864039190138627, 95, 'Low Risk'),
(119403, 90, 17, '51:46.0', 36.12088074387136, 99.13201029916509, 114, 78, 58, 'Male', 93.56743147577666, 1.8586234638467896, 0.096309848, 36, 27.08581306150754, 90, 'Low Risk'),
(119404, 81, 15, '50:46.0', 36.10535699461748, 97.34090901254588, 114, 72, 50, 'Male', 95.62641613203857, 1.5325312537706304, 0.14040441034944684, 42, 40.71544628551289, 86, 'High Risk'),
(119405, 78, 17, '49:46.0', 37.082618122837125, 96.44762213702109, 126, 77, 73, 'Male', 60.14294247492013, 1.799239129848272, 0.077894144, 49, 18.578339584597455, 93.33333333333333, 'Low Risk'),
(119406, 60, 19, '48:46.0', 36.34326650935738, 99.92094682057392, 121, 82, 48, 'Female', 95.75805678903737, 1.5899900160727478, 0.11784430115149352, 39, 37.87795552717635, 95, 'High Risk'),
(119407, 61, 17, '47:46.0', 36.84778625820772, 99.03189898459135, 114, 75, 36, 'Male', 56.50824266310731, 1.6616658715433603, 0.098791097, 39, 20.465596214259012, 88, 'Low Risk'),
(119408, 73, 13, '46:46.0', 36.25118371086991, 97.59025601, 135, 79, 57, 'Male', 65.42637916973096, 1.8480151031127083, 0.10884845907194424, 56, 19.15763319802705, 97.66666666666666, 'Low Risk'),
(119409, 88, 15, '45:46.0', 36.974157330129486, 97.23762028160797, 123, 70, 40, 'Female', 56.71125157558162, 1.8880986623894314, 0.065172314, 53, 15.908156793665313, 87.66666666666666, 'High Risk'),
(119410, 95, 17, '44:46.0', 37.40937672355365, 99.60301371950688, 120, 73, 86, 'Female', 89.35226832777818, 1.8882331060711364, 0.056505264, 47, 25.060767454369625, 88.66666666666667, 'High Risk'),
(119411, 72, 12, '43:46.0', 36.38999550079162, 96.56082469051454, 119, 77, 28, 'Female', 65.99355577180206, 1.688155123615918, 0.14630192998559483, 42, 23.156708389117302, 91, 'Low Risk'),
(119412, 69, 19, '42:46.0', 37.08409883382427, 95.23154622867932, 114, 77, 59, 'Female', 71.92346769824866, 1.8939066642039721, 0.1034053633535629, 37, 20.051805055329762, 89.33333333333333, 'Low Risk'),
(119413, 77, 15, '41:46.0', 36.58633553014417, 99.70494431857601, 116, 85, 50, 'Female', 96.91287560800663, 1.7445293298892852, 0.056249753742194646, 31, 31.843803061212295, 95.33333333333333, 'High Risk'),
(119414, 87, 16, '40:46.0', 37.060138118116946, 99.27883767051708, 122, 89, 32, 'Male', 76.98853654843006, 1.7478013006773814, 0.13759672765968306, 33, 25.202402770167453, 100, 'Low Risk'),
(119415, 77, 15, '39:46.0', 36.743668882176465, 97.12930316091538, 138, 87, 44, 'Male', 92.65431725, 1.9085979608772976, 0.059472163, 51, 25.435293255038555, 104, 'Low Risk'),
(119416, 93, 18, '38:46.0', 37.486379352238146, 97.53388217806753, 134, 80, 22, 'Male', 83.20742963629074, 1.985507396463777, 0.075602898, 54, 21.106639277924064, 98, 'High Risk'),
(119417, 66, 13, '37:46.0', 37.17066931622621, 97.42778585481064, 128, 83, 61, 'Female', 93.31051511471662, 1.5439409916598843, 0.081248212, 45, 39.144359486032656, 98, 'High Risk'),
(119418, 89, 14, '36:46.0', 36.31522164892413, 96.96769241787642, 113, 83, 66, 'Female', 52.922592802955506, 1.9821594601662473, 0.05814153, 30, 13.469886430931561, 93, 'High Risk'),
(119419, 86, 12, '35:46.0', 36.11046765650097, 99.41140447349602, 133, 79, 44, 'Male', 64.08571262, 1.5812454538346348, 0.13413952892074438, 54, 25.63082811446008, 97, 'Low Risk'),
(119420, 72, 12, '34:46.0', 37.26281953324814, 95.89309015284492, 139, 84, 37, 'Male', 97.57781329043851, 1.9429535381167282, 0.10711199243686664, 55, 25.84795866611241, 102.33333333333333, 'Low Risk'),
(119421, 75, 15, '33:46.0', 36.000125506426535, 97.56522095366854, 127, 73, 34, 'Female', 50.20333575752455, 1.5188385077250595, 0.086178277, 54, 21.76252965248406, 91, 'Low Risk'),
(119422, 68, 17, '32:46.0', 36.37340771099837, 95.85781021253919, 120, 82, 26, 'Female', 61.657315162412445, 1.825978260738757, 0.14084923081523515, 38, 18.492405337376788, 94.66666666666667, 'High Risk'),
(119423, 91, 19, '31:46.0', 36.60462634758763, 98.31336327532752, 112, 86, 59, 'Female', 51.73485723144842, 1.551474111, 0.12208396379549681, 26, 21.492858964431264, 94.66666666666667, 'High Risk'),
(119424, 89, 15, '30:46.0', 37.35161486, 99.17118709102107, 137, 81, 34, 'Female', 78.54112146703947, 1.9852998029797149, 0.1336493677661549, 56, 19.927136659101986, 99.66666666666666, 'Low Risk'),
(119425, 84, 13, '29:46.0', 36.361646431575075, 97.12738344259662, 111, 84, 53, 'Female', 56.11588042840499, 1.5843851059614107, 0.058421531, 27, 22.354464912401564, 93, 'Low Risk'),
(119426, 97, 14, '28:46.0', 36.38388419652741, 98.57627311908095, 123, 89, 46, 'Male', 79.39013816870178, 1.6280570745917737, 0.070110783, 34, 29.952102007152696, 100.33333333333333, 'High Risk'),
(119427, 71, 17, '27:46.0', 37.30806068073614, 97.22549666473003, 135, 84, 56, 'Female', 90.92288981988526, 1.889628019, 0.098534789, 51, 25.463646145336963, 101, 'Low Risk'),
(119428, 92, 18, '26:46.0', 36.57670495885109, 98.21040281532967, 135, 70, 24, 'Male', 82.50892063049469, 1.8835787913518771, 0.083098169, 65, 23.255909155611338, 91.66666666666666, 'High Risk'),
(119429, 96, 19, '25:46.0', 36.16359487054228, 97.83230887193179, 136, 82, 65, 'Male', 98.54213747452252, 1.909144581337017, 0.10958680576488954, 54, 27.036118416739864, 100, 'High Risk'),
(119430, 69, 16, '24:46.0', 37.027790199598996, 98.38933682095337, 119, 77, 64, 'Female', 86.01349938, 1.7069204871548525, 0.1281622281456626, 42, 29.52160974756412, 91, 'Low Risk'),
(119431, 66, 18, '23:46.0', 36.90992585367413, 95.25725859775879, 131, 73, 32, 'Male', 50.32095995, 1.730081975, 0.10683895476147645, 58, 16.81185185430341, 92.33333333333333, 'High Risk'),
(119432, 80, 12, '22:46.0', 36.086237092007245, 95.76965434357932, 122, 81, 19, 'Female', 65.53564458192511, 1.860558394348731, 0.1093536139188104, 41, 18.931758908137045, 94.66666666666667, 'Low Risk'),
(119433, 92, 17, '21:46.0', 36.36139069272972, 99.71619498, 139, 88, 67, 'Male', 50.77527526685896, 1.589877549, 0.086788397, 51, 20.087455759927565, 105, 'High Risk'),
(119434, 91, 14, '20:46.0', 36.97095944771067, 95.43426531817371, 128, 83, 76, 'Female', 55.14404510900157, 1.726228052237992, 0.060985527, 45, 18.505562092361444, 98, 'High Risk'),
(119435, 97, 14, '19:46.0', 36.19817147712467, 99.04835205596446, 124, 74, 76, 'Male', 88.41600498, 1.6730880214090578, 0.083012663, 50, 31.58590377305833, 90.66666666666666, 'High Risk'),
(119436, 99, 12, '18:46.0', 37.287766690814294, 97.31271559013051, 113, 74, 50, 'Male', 88.96265418, 1.6867230574063945, 0.11898620088080661, 39, 31.269444638171482, 87, 'High Risk'),
(119437, 61, 19, '17:46.0', 36.74694815694265, 98.64914958, 136, 77, 47, 'Female', 72.25905607555144, 1.5174168586601369, 0.12755586428313354, 59, 31.382134140467702, 96.66666666666666, 'High Risk'),
(119438, 70, 19, '16:46.0', 37.11283111827645, 96.32749680884817, 127, 84, 35, 'Male', 52.86033539967064, 1.6190420684719105, 0.10321486427175261, 43, 20.165716045783036, 98.33333333333333, 'Low Risk'),
(119439, 87, 17, '15:46.0', 36.996138358386865, 98.53708147834111, 120, 78, 50, 'Male', 67.92074282299262, 1.774663843302322, 0.07635462, 42, 21.566030976213522, 92, 'Low Risk'),
(119440, 73, 19, '14:46.0', 37.265828715629056, 99.07473174561014, 133, 75, 63, 'Female', 77.06306841215053, 1.829150610645347, 0.079909993, 58, 23.03283330697892, 94.33333333333333, 'Low Risk'),
(119441, 93, 18, '13:46.0', 36.45428331073276, 96.78436260132847, 112, 79, 49, 'Male', 64.68613421754229, 1.5079275987220366, 0.131934327, 33, 28.44790033001146, 90, 'High Risk'),
(119442, 63, 13, '12:46.0', 36.14592892758151, 99.42542479293844, 136, 87, 65, 'Female', 65.14687281720718, 1.5472867630240827, 0.12120807817754899, 49, 27.211466841034607, 103.33333333333333, 'Low Risk'),
(119443, 62, 13, '11:46.0', 36.854712430146485, 98.10958008318569, 115, 83, 63, 'Male', 69.49050722474945, 1.562085509220127, 0.13499897088304796, 32, 28.47841892907261, 93.66666666666667, 'Low Risk'),
(119444, 64, 15, '10:46.0', 36.33506076000914, 96.26931623925623, 114, 70, 48, 'Female', 92.09801283925285, 1.7345819811587226, 0.078352474, 44, 30.609807503804653, 84.66666666666667, 'High Risk'),
(119445, 75, 12, '09:46.0', 36.88134161929859, 96.03782257818642, 121, 88, 54, 'Female', 75.60763380441213, 1.6582325175591928, 0.10858437438807497, 33, 27.496333843704797, 99, 'Low Risk'),
(119446, 86, 13, '08:46.0', 36.31455877583544, 95.67616574270397, 129, 80, 53, 'Female', 79.37386698649631, 1.7454918415580791, 0.10555214096787968, 49, 26.05204937140439, 96.33333333333333, 'Low Risk'),
(119447, 81, 15, '07:46.0', 36.882652702500295, 97.39225361893286, 136, 71, 47, 'Female', 66.04628012, 1.665766746358831, 0.13461975362278483, 65, 23.80235818, 92.66666666666666, 'Low Risk'),
(119448, 71, 16, '06:46.0', 36.95209260139076, 97.58251134881122, 121, 77, 47, 'Male', 74.11794537870094, 1.6184674980214775, 0.12019117913165206, 44, 28.29537193908356, 91.66666666666667, 'Low Risk'),
(119449, 70, 15, '05:46.0', 37.44499739415973, 95.3422592, 131, 85, 73, 'Male', 65.37239827978578, 1.8133557606725719, 0.075886412, 46, 19.880549554705517, 100.33333333333333, 'Low Risk'),
(119450, 80, 15, '04:46.0', 37.10816563813404, 97.23926175111288, 122, 74, 84, 'Male', 51.76307634432186, 1.552383642112659, 0.14964894416260133, 48, 21.47939099, 90, 'Low Risk'),
(119451, 91, 13, '03:46.0', 36.84739560113978, 95.89663367979868, 135, 72, 30, 'Female', 81.97261187839197, 1.5707555380493246, 0.080469527, 63, 33.22397367334881, 93, 'High Risk'),
(119452, 93, 16, '02:46.0', 36.79241451776118, 96.95656277093018, 114, 89, 86, 'Female', 54.14719539290549, 1.6029682051040044, 0.11561628806514519, 25, 21.072989483969042, 97.33333333333333, 'High Risk'),
(119453, 69, 15, '01:46.0', 36.44518229591767, 98.90360887452131, 126, 84, 24, 'Female', 94.47295609790686, 1.8883293589533623, 0.083157085, 42, 26.494273425009958, 98, 'Low Risk'),
(119454, 71, 15, '00:46.0', 36.57108426842289, 99.80790984794312, 110, 88, 78, 'Male', 97.82210271, 1.604865652609648, 0.097351851, 22, 37.980408293370864, 95.33333333333333, 'High Risk'),
(119455, 86, 12, '59:46.0', 36.93930897771258, 98.39226828079106, 132, 74, 44, 'Male', 74.16713109366147, 1.5533791034925601, 0.085982595, 58, 30.73665220096467, 93.33333333333333, 'High Risk'),
(119456, 97, 13, '58:46.0', 36.99208250324954, 99.66446685518174, 122, 84, 36, 'Female', 62.75743377013821, 1.7120423155767157, 0.14346746371301966, 38, 21.41096231, 96.66666666666667, 'High Risk'),
(119457, 80, 12, '57:46.0', 37.426800838276634, 99.38705764, 136, 89, 64, 'Male', 89.25762946566527, 1.884118163284223, 0.13385028109917557, 47, 25.143693612537838, 104.66666666666667, 'Low Risk'),
(119458, 76, 12, '56:46.0', 36.74340394200506, 96.65016795470079, 133, 88, 35, 'Female', 67.80494353, 1.9445945158044264, 0.13428373213634154, 45, 17.930947764520948, 103, 'High Risk'),
(119459, 99, 14, '55:46.0', 36.884210490088506, 95.33619805320096, 139, 86, 26, 'Female', 73.7965722, 1.7962150992440675, 0.050610738, 53, 22.872809032374843, 103.66666666666666, 'High Risk'),
(119460, 66, 12, '54:46.0', 36.31393880899893, 99.42434639533052, 133, 75, 48, 'Female', 80.6808288, 1.962350108, 0.11373390729549411, 58, 20.951608175250115, 94.33333333333333, 'Low Risk'),
(119461, 82, 12, '53:46.0', 36.22304472957301, 98.63393970849502, 116, 75, 33, 'Male', 78.50056762, 1.6311181240155876, 0.089343274, 41, 29.50543149760969, 88.66666666666667, 'Low Risk'),
(119462, 79, 17, '52:46.0', 36.75591276904635, 95.56484439878577, 133, 71, 43, 'Male', 76.01409711210647, 1.696928524860447, 0.1466090225363289, 62, 26.39775788, 91.66666666666666, 'Low Risk'),
(119463, 76, 16, '51:46.0', 37.38404102529607, 98.78101945688242, 115, 85, 47, 'Male', 72.70927922299107, 1.5026868524811863, 0.074724426, 30, 32.19977716161926, 95, 'High Risk'),
(119464, 90, 14, '50:46.0', 36.37696079, 95.38628848577076, 139, 82, 33, 'Male', 65.75561308250916, 1.5429208581942486, 0.11860881267356563, 57, 27.621390069736556, 101, 'Low Risk'),
(119465, 75, 13, '49:46.0', 37.46210425515906, 99.64536814162595, 114, 77, 79, 'Female', 62.95489062339523, 1.6419209608033503, 0.051236532, 37, 23.352048260202462, 89.33333333333333, 'Low Risk'),
(119466, 84, 14, '48:46.0', 36.58770622012979, 96.00254494, 139, 71, 38, 'Female', 85.97269772898926, 1.6787530699437985, 0.10734009174136631, 68, 30.50611582786907, 93.66666666666666, 'High Risk'),
(119467, 81, 15, '47:46.0', 36.073279136888615, 98.26730470155226, 134, 76, 28, 'Male', 66.92790915307855, 1.7170001688518528, 0.14600093676015652, 58, 22.702128731370635, 95.33333333333333, 'Low Risk'),
(119468, 77, 15, '46:46.0', 36.16811928892178, 98.22642098246507, 139, 86, 62, 'Male', 52.401295980819135, 1.9929975223429346, 0.10781345255862189, 53, 13.192542758035687, 103.66666666666666, 'High Risk'),
(119469, 72, 18, '45:46.0', 36.67167099590582, 99.42400313130028, 120, 71, 26, 'Male', 76.69412356044677, 1.9616122597291974, 0.069183796, 49, 19.931305898408734, 87.33333333333333, 'Low Risk'),
(119470, 69, 17, '44:46.0', 37.17800793, 97.59637727798724, 119, 70, 79, 'Female', 83.72165213006463, 1.6561730766423064, 0.093784214, 49, 30.52293904039925, 86.33333333333333, 'High Risk'),
(119471, 92, 16, '43:46.0', 36.690895004898465, 99.08266507932059, 123, 72, 51, 'Female', 74.93358804924381, 1.518051019398518, 0.051672313, 51, 32.51649999079468, 89, 'High Risk'),
(119472, 72, 16, '42:46.0', 37.10807417040658, 95.62870015, 116, 73, 41, 'Male', 83.41301403913752, 1.9534446680157211, 0.093734103, 43, 21.859065219257463, 87.33333333333333, 'Low Risk'),
(119473, 86, 17, '41:46.0', 37.49520673668467, 95.06891120378103, 128, 77, 65, 'Male', 65.65500949181566, 1.6610623153686572, 0.07822443, 51, 23.7955648, 94, 'Low Risk'),
(119474, 80, 14, '40:46.0', 36.97613987897108, 97.68974631459436, 132, 85, 26, 'Male', 56.90552821273436, 1.8535540853436414, 0.058423001, 47, 16.563188065403867, 100.66666666666667, 'High Risk'),
(119475, 76, 16, '39:46.0', 37.07607592097744, 99.18875623494705, 115, 86, 25, 'Male', 59.667367253407946, 1.7448150228754205, 0.097442243, 29, 19.599188589321535, 95.66666666666667, 'Low Risk'),
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(119653, 82, 15, '41:46.0', 36.072131977869546, 96.70064040485815, 128, 77, 35, 'Male', 69.30326106926049, 1.9395202572215129, 0.081390736, 51, 18.423198482103814, 94, 'High Risk'),
(119654, 74, 17, '40:46.0', 37.092241295576606, 99.27522183, 118, 74, 66, 'Female', 89.15800846860839, 1.9124947757775879, 0.057919089, 44, 24.375854226903986, 88.66666666666667, 'Low Risk'),
(119655, 79, 13, '39:46.0', 36.140659744154355, 95.40248152692801, 136, 84, 72, 'Male', 94.90735060683815, 1.871752866713548, 0.098983488, 52, 27.089615201985804, 101.33333333333333, 'Low Risk'),
(119656, 88, 17, '38:46.0', 36.955998752285645, 98.32325605465945, 113, 74, 54, 'Female', 78.21218814877216, 1.9519315747886667, 0.11648095415677098, 39, 20.527934705847127, 87, 'Low Risk'),
(119657, 71, 16, '37:46.0', 36.95060057614335, 99.39408552515923, 129, 81, 61, 'Female', 61.10560109239077, 1.852433293991963, 0.1392136032450159, 48, 17.807209352190743, 97, 'High Risk'),
(119658, 96, 15, '36:46.0', 36.45163316974926, 95.70820983, 110, 76, 84, 'Female', 80.97723364137528, 1.962177552636535, 0.056115022, 34, 21.0322788, 87.33333333333333, 'High Risk'),
(119659, 61, 14, '35:46.0', 37.18316085307107, 95.01432728, 121, 89, 65, 'Male', 56.59406299644175, 1.5052813476864624, 0.083373949, 32, 24.97672622399931, 99.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(119661, 86, 16, '33:46.0', 36.43822659844053, 98.36645628540761, 112, 77, 71, 'Male', 52.41903894151914, 1.7165985546945854, 0.058386629051210684, 35, 17.78900139615377, 88.66666666666667, 'High Risk'),
(119662, 93, 16, '32:46.0', 36.133179402947206, 97.05332161805259, 127, 72, 81, 'Female', 89.72073129529232, 1.684062293686952, 0.081608697, 55, 31.63563095397759, 90.33333333333333, 'High Risk'),
(119663, 82, 18, '31:46.0', 36.98680965623305, 96.38975308726687, 122, 73, 29, 'Female', 53.82921983858159, 1.6709698192214568, 0.067751679, 49, 19.278838884232123, 89.33333333333333, 'Low Risk'),
(119664, 87, 19, '30:46.0', 36.374359432722954, 97.51111691565491, 112, 80, 66, 'Female', 62.79713187154406, 1.6208022408045049, 0.070912295, 32, 23.904504823460766, 90.66666666666667, 'Low Risk'),
(119665, 92, 15, '29:46.0', 37.43091196362614, 99.3801008, 127, 84, 18, 'Male', 69.06329249065413, 1.8404750279291928, 0.05493618, 43, 20.388600697184454, 98.33333333333333, 'High Risk'),
(119666, 74, 13, '28:46.0', 36.27066344570854, 96.80779660457364, 116, 86, 60, 'Female', 52.49245628928942, 1.7722597072966872, 0.12251921808216563, 30, 16.712528760066206, 96, 'High Risk'),
(119667, 82, 17, '27:46.0', 36.31577844361008, 98.78593971, 135, 72, 51, 'Male', 85.55787655, 1.8632516084378197, 0.1386768658897165, 63, 24.644328419597212, 93, 'Low Risk'),
(119668, 79, 17, '26:46.0', 36.93305922531239, 95.82893368872193, 125, 84, 22, 'Female', 55.37400563835681, 1.9720098595246789, 0.091642581, 41, 14.239271692422928, 97.66666666666667, 'High Risk'),
(119669, 67, 19, '25:46.0', 36.64169016117834, 97.64650901563404, 136, 79, 27, 'Male', 82.14634849, 1.9808900762223933, 0.10863913013847286, 57, 20.93473706807957, 98, 'Low Risk'),
(119670, 74, 16, '24:46.0', 36.51949987071475, 95.42662426325218, 111, 71, 89, 'Female', 76.09489072915792, 1.889356518, 0.12101031506050547, 40, 21.31707755447294, 84.33333333333333, 'Low Risk'),
(119671, 80, 13, '23:46.0', 36.24837319260188, 98.90422243590996, 120, 72, 57, 'Female', 97.84657726, 1.6775254687513133, 0.13168431164746833, 48, 34.77021637851199, 88, 'High Risk'),
(119672, 94, 15, '22:46.0', 36.369822143408065, 96.18212633384466, 115, 72, 47, 'Female', 84.86545191757608, 1.5503756645980358, 0.055222553101496374, 43, 35.306693096142105, 86.33333333333333, 'High Risk'),
(119673, 96, 19, '21:46.0', 36.545943654453275, 95.41885711138276, 137, 76, 48, 'Female', 58.86490305950157, 1.5935254433116812, 0.083717087, 61, 23.181334242648287, 96.33333333333333, 'High Risk'),
(119674, 84, 17, '20:46.0', 37.40868800358669, 98.27022951654612, 131, 86, 67, 'Female', 73.21594629327117, 1.5665228519350327, 0.11532898091599193, 45, 29.835423761763984, 101, 'Low Risk'),
(119675, 70, 16, '19:46.0', 36.75645552289721, 96.31431147924101, 110, 77, 20, 'Female', 98.70084740022163, 1.7681858525958862, 0.071256536, 33, 31.569307727162432, 88, 'High Risk'),
(119676, 77, 16, '18:46.0', 36.84327300054454, 99.92913606643631, 127, 79, 55, 'Female', 59.86652358489384, 1.999061269910203, 0.14347711783313713, 48, 14.980690420788175, 95, 'High Risk'),
(119677, 99, 12, '17:46.0', 36.62925295780754, 99.47973798548777, 129, 75, 66, 'Male', 59.30840296200614, 1.842893290413317, 0.11065266014595458, 54, 17.462879286113758, 93, 'High Risk'),
(119678, 72, 16, '16:46.0', 36.11373953863873, 99.49838602789177, 138, 85, 73, 'Male', 64.00121308, 1.8201396426664322, 0.11816190429696663, 53, 19.318739584317488, 102.66666666666666, 'Low Risk'),
(119679, 63, 18, '15:46.0', 36.56537959487053, 99.40979414443137, 135, 87, 34, 'Male', 71.03149866086198, 1.716703700346423, 0.057359351330846346, 48, 24.102400086445734, 103, 'Low Risk'),
(119680, 93, 12, '14:46.0', 37.125268450696424, 99.46773417964917, 139, 82, 80, 'Male', 59.22180137470933, 1.5115362464252626, 0.14418658284483554, 57, 25.920566055185976, 101, 'High Risk'),
(119681, 88, 17, '13:46.0', 37.04370899797862, 97.21840311032318, 114, 84, 49, 'Male', 67.85000404664764, 1.8645388882978766, 0.10524902607846692, 30, 19.51672695873718, 94, 'Low Risk'),
(119682, 87, 12, '12:46.0', 36.176486033204505, 96.01814736440083, 110, 85, 57, 'Male', 91.00948647273243, 1.577102387327723, 0.098070253, 25, 36.59037711657458, 93.33333333333333, 'High Risk'),
(119683, 98, 16, '11:46.0', 37.32512186656841, 99.66410530476503, 126, 77, 22, 'Female', 83.67882356, 1.8826270390471829, 0.1469468574221845, 49, 23.609510453628896, 93.33333333333333, 'High Risk'),
(119684, 85, 12, '10:46.0', 36.18949233785066, 98.07237778015825, 134, 86, 35, 'Female', 65.39228014880118, 1.840288861890757, 0.0665805, 48, 19.308764500814718, 102, 'Low Risk'),
(119685, 93, 12, '09:46.0', 37.20713508658548, 99.97627979925507, 121, 82, 87, 'Female', 53.974127293061635, 1.8450993461122098, 0.13662974804373856, 39, 15.85426522, 95, 'High Risk'),
(119686, 68, 15, '08:46.0', 36.81289296326866, 97.44748719373811, 112, 74, 84, 'Female', 56.349411540808916, 1.5376524920638621, 0.11951459416466116, 38, 23.832686058507207, 86.66666666666667, 'Low Risk'),
(119687, 75, 16, '07:46.0', 37.32337553441468, 98.87166876317411, 117, 75, 69, 'Female', 51.34793328713329, 1.8145771500359822, 0.10416589399204877, 42, 15.59452291192356, 89, 'High Risk'),
(119688, 82, 12, '06:46.0', 36.07706357717149, 99.14450074166756, 122, 71, 55, 'Male', 55.40367955615377, 1.9252322264074841, 0.1373071115009759, 51, 14.947630830642565, 88, 'High Risk'),
(119689, 69, 12, '05:46.0', 36.56614862639863, 95.15302126, 124, 75, 18, 'Male', 64.52919579216888, 1.7781614285448475, 0.062263184, 49, 20.40863139518618, 91.33333333333333, 'Low Risk'),
(119690, 72, 16, '04:46.0', 37.38498358862791, 98.14695325480949, 119, 76, 56, 'Female', 75.57476327750146, 1.7682464697487172, 0.083846198, 43, 24.17080953278785, 90.33333333333333, 'Low Risk'),
(119691, 98, 17, '03:46.0', 36.10386117113617, 97.91603073184814, 131, 75, 67, 'Male', 54.616191878229074, 1.7616379610642343, 0.095339231, 56, 17.599004209411426, 93.66666666666666, 'High Risk'),
(119692, 72, 16, '02:46.0', 37.454364922712784, 96.84774952681107, 119, 84, 42, 'Female', 61.248151068156034, 1.986580500484934, 0.13432529106153823, 35, 15.519604386475274, 95.66666666666667, 'High Risk'),
(119693, 78, 17, '01:46.0', 36.25908175667826, 96.02499016770146, 127, 77, 75, 'Male', 70.66619911, 1.9348613134239345, 0.12726016219932096, 50, 18.87609047636563, 93.66666666666666, 'Low Risk'),
(119694, 88, 13, '00:46.0', 36.64730041050173, 95.25093174896415, 135, 74, 52, 'Male', 80.63681230736577, 1.5414901760548458, 0.12269947756391368, 61, 33.93531060085284, 94.33333333333333, 'High Risk'),
(119695, 85, 16, '59:46.0', 36.005482680145064, 97.13239178087004, 124, 86, 78, 'Female', 99.24279342102827, 1.8155998707225318, 0.06114131, 38, 30.10639072820909, 98.66666666666667, 'High Risk'),
(119696, 97, 16, '58:46.0', 37.08789068658158, 95.60190678445015, 119, 70, 68, 'Female', 80.21572503749222, 1.657546965438819, 0.1391055753739393, 49, 29.19630069945471, 86.33333333333333, 'High Risk'),
(119697, 72, 19, '57:46.0', 36.17585470189307, 99.13881506684938, 110, 71, 62, 'Male', 72.96243717, 1.9962206744330648, 0.059305037, 39, 18.30974239, 84, 'High Risk'),
(119698, 84, 19, '56:46.0', 36.14098154, 99.76208768030725, 139, 83, 63, 'Female', 91.04583465305979, 1.8136171828261367, 0.081472722, 56, 27.680175416414105, 101.66666666666666, 'Low Risk'),
(119699, 92, 14, '55:46.0', 36.86592215909281, 99.34339560268972, 135, 79, 77, 'Female', 52.79951810017359, 1.8227912290998274, 0.050443823, 56, 15.891178223391604, 97.66666666666666, 'High Risk'),
(119700, 62, 16, '54:46.0', 37.39640192, 95.72729769240757, 129, 80, 64, 'Male', 90.01525332, 1.9823373184938615, 0.066793432, 49, 22.906619100296584, 96.33333333333333, 'Low Risk'),
(119701, 98, 18, '53:46.0', 36.71364308287268, 96.00703283154118, 133, 85, 79, 'Female', 65.90565128337518, 1.9490804045899837, 0.055383974, 48, 17.348548541841694, 101, 'High Risk'),
(119702, 78, 13, '52:46.0', 36.20860861907164, 97.22035966062951, 139, 82, 26, 'Male', 96.47976665092821, 1.9516737268853641, 0.11256392847633719, 57, 25.329219810522503, 101, 'Low Risk'),
(119703, 61, 18, '51:46.0', 36.121547703169874, 95.24010581691432, 135, 73, 20, 'Male', 53.31995154452622, 1.7447837444183465, 0.074933189, 62, 17.514854474500087, 93.66666666666666, 'High Risk'),
(119704, 72, 17, '50:46.0', 37.315439171287906, 96.42575660792485, 121, 80, 25, 'Male', 62.16494786270312, 1.7215145219409504, 0.08070791, 41, 20.97607333022736, 93.66666666666667, 'Low Risk'),
(119705, 99, 19, '49:46.0', 36.40273297, 96.81314267059597, 137, 79, 47, 'Female', 93.98300466456098, 1.8338088382738071, 0.09976421, 58, 27.947386583030735, 98.33333333333333, 'High Risk'),
(119706, 84, 18, '48:46.0', 36.26106999371717, 95.27477953355992, 138, 78, 66, 'Male', 61.84996317148162, 1.6734179469551065, 0.074490914, 60, 22.086688220008995, 98, 'Low Risk'),
(119707, 70, 15, '47:46.0', 36.708187155757344, 99.77457994842509, 117, 80, 63, 'Male', 64.05413298106066, 1.7038177941606274, 0.1319676311493343, 37, 22.064843828800118, 92.33333333333333, 'Low Risk'),
(119708, 86, 19, '46:46.0', 36.936980224248614, 96.31378434300068, 128, 86, 47, 'Female', 52.99037914074306, 1.7197017642283268, 0.12671557347699552, 42, 17.91805037565818, 100, 'High Risk'),
(119709, 82, 14, '45:46.0', 37.32464794192426, 98.47693937712688, 118, 88, 43, 'Female', 63.830671624600456, 1.611885549771499, 0.058777318, 30, 24.567502572614178, 98, 'Low Risk'),
(119710, 78, 16, '44:46.0', 36.327505337753074, 97.37125261631735, 116, 81, 39, 'Female', 63.040123840830134, 1.981865280982244, 0.14097460294184233, 35, 16.049769455552585, 92.66666666666667, 'High Risk'),
(119711, 66, 16, '43:46.0', 36.91734295092833, 95.35315439, 117, 77, 65, 'Female', 74.31032057057277, 1.6606476848589897, 0.080792321, 40, 26.94598887246201, 90.33333333333333, 'Low Risk'),
(119712, 61, 12, '42:46.0', 36.297781218815686, 95.93449979120754, 135, 70, 47, 'Female', 68.84332856552808, 1.7052067723395927, 0.085814376, 65, 23.675968998273245, 91.66666666666666, 'Low Risk'),
(119713, 90, 14, '41:46.0', 36.54651068248906, 95.30049331629571, 115, 75, 74, 'Female', 55.07512440294812, 1.796141234882315, 0.12605204443811036, 40, 17.071611551374342, 88.33333333333333, 'High Risk'),
(119714, 88, 13, '40:46.0', 36.28753243489998, 97.10332206187836, 133, 78, 18, 'Male', 78.33224379309661, 1.5363153799438192, 0.098974515, 55, 33.187902868367516, 96.33333333333333, 'High Risk'),
(119715, 68, 17, '39:46.0', 36.705311089207804, 98.24779613343748, 138, 79, 54, 'Female', 84.39634499638679, 1.819974451411373, 0.073948314, 59, 25.479626405347013, 98.66666666666666, 'Low Risk'),
(119716, 71, 17, '38:46.0', 36.25317033833695, 97.70782769623052, 123, 85, 47, 'Male', 99.99107839828969, 1.7004450743558228, 0.096161346, 38, 34.58087956226972, 97.66666666666667, 'High Risk'),
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(119718, 83, 15, '36:46.0', 36.16169436107301, 98.44420783044748, 126, 78, 79, 'Male', 56.34477768638601, 1.7906380357679548, 0.1366492348136638, 48, 17.572682367318595, 94, 'High Risk'),
(119719, 89, 16, '35:46.0', 37.41520440729489, 98.79703358, 138, 70, 62, 'Female', 89.63458253, 1.6825562182321185, 0.14947234710259644, 68, 31.66186057978185, 92.66666666666666, 'High Risk'),
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(119722, 83, 19, '32:46.0', 37.49187293811117, 96.04240043165706, 133, 73, 62, 'Male', 92.74595060231431, 1.672218695827335, 0.084790305, 60, 33.16719984720919, 93, 'High Risk'),
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(119725, 77, 14, '29:46.0', 36.4490728, 97.98601396801025, 115, 80, 31, 'Female', 98.84886103401622, 1.574287520692761, 0.092355338, 35, 39.884445992975024, 91.66666666666667, 'High Risk'),
(119726, 98, 18, '28:46.0', 37.28025629977928, 99.78385884062665, 120, 84, 64, 'Female', 50.89110750834566, 1.919085156232602, 0.11265292831076823, 36, 13.818261582346993, 96, 'High Risk'),
(119727, 95, 13, '27:46.0', 36.06216478021517, 99.188418, 120, 86, 87, 'Female', 90.03288121535613, 1.5176009517720486, 0.14110487163109925, 34, 39.09182699400607, 97.33333333333333, 'High Risk'),
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(119729, 97, 19, '25:46.0', 37.46035205998656, 98.19691859700963, 119, 77, 61, 'Male', 93.88951561193461, 1.7413057769560303, 0.12621607852921168, 42, 30.964709987749774, 91, 'High Risk'),
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(119731, 80, 13, '23:46.0', 36.05744643637464, 99.47961813982421, 132, 87, 71, 'Male', 90.60549537365483, 1.5602368281672645, 0.11836369252915269, 45, 37.21975323222533, 102, 'High Risk'),
(119732, 92, 16, '22:46.0', 36.09318414353019, 99.45543456694219, 110, 81, 88, 'Female', 95.28936152422486, 1.6661992286784568, 0.1214049771822478, 29, 34.323420333521064, 90.66666666666667, 'High Risk'),
(119733, 88, 13, '21:46.0', 37.16708281094583, 99.85963122355398, 116, 84, 28, 'Male', 63.40525088, 1.6199943112517952, 0.097515983, 32, 24.160073229582093, 94.66666666666667, 'Low Risk'),
(119734, 81, 13, '20:46.0', 36.45522724905235, 96.97200955912359, 121, 70, 79, 'Male', 66.98723368203504, 1.8945006537495157, 0.12181705165655099, 51, 18.663905398939235, 87, 'Low Risk'),
(119735, 97, 14, '19:46.0', 37.169253914488635, 97.12624327603606, 131, 86, 24, 'Male', 66.33849748168716, 1.8025159783458584, 0.084418595, 45, 20.417726612830002, 101, 'High Risk'),
(119736, 63, 19, '18:46.0', 37.418658741921966, 98.45978682861937, 134, 74, 53, 'Male', 81.30386796889726, 1.7849233906457305, 0.12410741635653486, 60, 25.519493219403902, 94, 'Low Risk'),
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(119914, 69, 15, '20:46.0', 36.756124018700895, 98.67024417831337, 123, 71, 33, 'Male', 90.42016882226406, 1.5232749777831338, 0.065547742, 52, 38.96805210195969, 88.33333333333333, 'High Risk'),
(119915, 76, 16, '19:46.0', 36.41563098185842, 98.22550099551172, 139, 81, 60, 'Female', 76.07562818835467, 1.6724737140229227, 0.052303399, 58, 27.197372261426846, 100.33333333333333, 'Low Risk'),
(119916, 98, 12, '18:46.0', 36.68120116579896, 98.52745555339784, 124, 74, 42, 'Male', 50.09916115311614, 1.775520619877174, 0.10001156141187198, 50, 15.89201673045182, 90.66666666666666, 'High Risk'),
(119917, 88, 15, '17:46.0', 36.10171490922621, 97.60398411226187, 128, 87, 60, 'Female', 78.72554218862444, 1.9522536178686636, 0.13507606167146025, 41, 20.655855542863456, 100.66666666666667, 'Low Risk'),
(119918, 83, 14, '16:46.0', 36.373670348732915, 98.49686450865478, 110, 82, 52, 'Male', 63.79881178470291, 1.9517689463022423, 0.10734278703233788, 28, 16.747723515118462, 91.33333333333333, 'High Risk'),
(119919, 86, 18, '15:46.0', 37.321657628504504, 98.79239368203436, 129, 74, 83, 'Male', 91.76423043, 1.741687742555235, 0.10792877775118132, 55, 30.250519406660565, 92.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(119921, 92, 13, '13:46.0', 36.495196564110294, 97.97813677, 118, 86, 22, 'Female', 87.73472442625177, 1.5997863681356868, 0.14098759685085596, 32, 34.280530384885836, 96.66666666666667, 'High Risk'),
(119922, 91, 12, '12:46.0', 36.48089705133082, 95.03277781956142, 120, 81, 32, 'Male', 75.59673669757709, 1.877165396347504, 0.057772178019601994, 39, 21.45349082691562, 94, 'High Risk'),
(119923, 62, 12, '11:46.0', 36.69407546095523, 97.51274217737374, 134, 75, 41, 'Female', 75.48401878678982, 1.9495506645232838, 0.052726571, 59, 19.86030720455177, 94.66666666666666, 'Low Risk'),
(119924, 83, 12, '10:46.0', 36.409891276665604, 96.82759223, 113, 89, 76, 'Male', 54.06482177239556, 1.888536706014587, 0.13651213687983715, 24, 15.158768307261884, 97, 'High Risk'),
(119925, 98, 19, '09:46.0', 37.36975922, 95.44362194521305, 116, 82, 51, 'Female', 77.30726963642586, 1.8854879365612094, 0.067794911, 34, 21.745671282780794, 93.33333333333333, 'High Risk'),
(119926, 60, 12, '08:46.0', 37.49863319025186, 95.26020553520534, 138, 70, 51, 'Male', 86.37392637755096, 1.9177974369295956, 0.077422506, 68, 23.48427700670819, 92.66666666666666, 'Low Risk'),
(119927, 74, 13, '07:46.0', 37.345081084689646, 97.22921990605168, 128, 79, 43, 'Female', 81.02576385801858, 1.752662862469259, 0.1479833323669969, 49, 26.37705865932106, 95.33333333333333, 'Low Risk'),
(119928, 75, 19, '06:46.0', 36.63392292165131, 95.67383603220274, 139, 81, 31, 'Male', 75.9115981, 1.695985215634806, 0.1421895554154839, 58, 26.39149608077056, 100.33333333333333, 'Low Risk'),
(119929, 66, 17, '05:46.0', 37.47415502305911, 95.78626723283148, 134, 76, 80, 'Male', 81.74089355708608, 1.7989047894046795, 0.11587003578541068, 58, 25.259399679803167, 95.33333333333333, 'Low Risk'),
(119930, 80, 16, '04:46.0', 36.554534213129116, 99.95280603798003, 131, 80, 67, 'Male', 73.17417385, 1.912074729980596, 0.12881695331524445, 51, 20.014654800720947, 97, 'Low Risk'),
(119931, 63, 15, '03:46.0', 37.05814578292855, 95.40323724120015, 127, 76, 67, 'Male', 73.68374408164128, 1.771222979822178, 0.06855782, 51, 23.486873532652897, 93, 'Low Risk'),
(119932, 73, 15, '02:46.0', 36.72711456, 96.56006014, 113, 72, 66, 'Male', 99.69812683626952, 1.5448306879563942, 0.08178536, 41, 41.775843019057675, 85.66666666666667, 'High Risk'),
(119933, 90, 13, '01:46.0', 36.10004859633642, 96.96666575893688, 132, 73, 73, 'Male', 51.32951925582959, 1.952281541111927, 0.13101752200385028, 59, 13.467354764119003, 92.66666666666666, 'High Risk'),
(119934, 82, 13, '00:46.0', 36.839910364147855, 95.94688105353379, 134, 87, 55, 'Female', 95.84235391472325, 1.816767718544741, 0.058251265, 47, 29.03746254614219, 102.66666666666667, 'Low Risk'),
(119935, 78, 13, '59:46.0', 37.30604467764833, 98.51542409939579, 134, 78, 54, 'Male', 75.82796820705563, 1.516327729611842, 0.081877167, 56, 32.979439097158874, 96.66666666666666, 'High Risk'),
(119936, 83, 18, '58:46.0', 36.873488358115836, 95.61900268028253, 120, 70, 86, 'Female', 93.22325026290386, 1.6666386803912407, 0.055363725713181294, 50, 33.561497198747446, 86.66666666666666, 'High Risk'),
(119937, 70, 12, '57:46.0', 36.944894081398054, 97.70005872801734, 113, 84, 73, 'Male', 72.06815401933906, 1.8942875666149748, 0.062907136, 29, 20.084063256904088, 93.66666666666667, 'Low Risk'),
(119938, 70, 19, '56:46.0', 36.147033282515885, 96.84859441531407, 139, 84, 36, 'Male', 62.32370011242125, 1.585039932034764, 0.12072687415423895, 55, 24.806918130458662, 102.33333333333333, 'Low Risk'),
(119939, 65, 19, '55:46.0', 37.39919014741085, 96.17107075, 129, 72, 56, 'Female', 82.02668517060764, 1.7212491622808013, 0.097644248, 57, 27.686475766721923, 91, 'Low Risk'),
(119940, 89, 19, '54:46.0', 37.043721645952935, 97.85431514783421, 110, 72, 59, 'Male', 76.01062087924502, 1.881340670998739, 0.1460792737523613, 38, 21.475307522886844, 84.66666666666667, 'Low Risk'),
(119941, 94, 15, '53:46.0', 36.311105230202955, 96.59793042406322, 115, 88, 69, 'Male', 70.19814994581046, 1.902500043876519, 0.051734582, 27, 19.394398533753765, 97, 'High Risk'),
(119942, 97, 15, '52:46.0', 37.42471969730457, 99.20353709, 119, 84, 27, 'Male', 78.42168165399453, 1.6232474671410462, 0.056776383, 35, 29.76231324, 95.66666666666667, 'High Risk'),
(119943, 80, 14, '51:46.0', 37.09093184229165, 99.32213742363867, 127, 73, 27, 'Female', 57.81440320609633, 1.9341606021537825, 0.094176787, 54, 15.454358467186095, 91, 'High Risk'),
(119944, 70, 13, '50:46.0', 36.06057963916326, 99.87828543244252, 116, 72, 73, 'Female', 94.57897031, 1.612216559642707, 0.13802268637817355, 44, 36.38713200029817, 86.66666666666667, 'High Risk'),
(119945, 61, 16, '49:46.0', 37.221429584677374, 99.18588120362091, 135, 76, 22, 'Female', 52.86746196487431, 1.9735777884628969, 0.1051104422842524, 59, 13.57312860325553, 95.66666666666666, 'High Risk'),
(119946, 88, 13, '48:46.0', 36.47927206389724, 98.25167600018058, 121, 82, 57, 'Female', 88.15902030748107, 1.8145822565684382, 0.11930664789639935, 39, 26.774010875706068, 95, 'Low Risk'),
(119947, 88, 18, '47:46.0', 36.362496235266406, 95.73016145, 123, 70, 22, 'Male', 62.31509434646439, 1.598206476759332, 0.13056966738090883, 53, 24.39649768104975, 87.66666666666666, 'Low Risk'),
(119948, 83, 14, '46:46.0', 36.384384029877246, 97.91039773602087, 116, 80, 74, 'Male', 72.35740208028761, 1.7751019800926484, 0.090232785, 36, 22.96340834410869, 92, 'Low Risk'),
(119949, 85, 14, '45:46.0', 37.12196065285607, 98.43819216543508, 125, 73, 47, 'Male', 88.88150141, 1.6713120169960696, 0.14767260124492976, 52, 31.819716834854376, 90.33333333333333, 'High Risk'),
(119950, 98, 19, '44:46.0', 36.33292700061463, 98.11719828226536, 113, 83, 24, 'Male', 65.18995954, 1.9476912111301268, 0.1494392759946897, 30, 17.184642527361557, 93, 'High Risk'),
(119951, 73, 15, '43:46.0', 37.33050339822681, 95.18534327760351, 135, 82, 81, 'Female', 54.10626086367426, 1.5035473058947117, 0.11938673385771384, 53, 23.93389208223842, 99.66666666666666, 'Low Risk'),
(119952, 77, 13, '42:46.0', 36.46141017251571, 95.08614851, 112, 70, 86, 'Male', 70.07667190739801, 1.833049628896476, 0.11925121360883058, 42, 20.85571201235964, 84, 'Low Risk'),
(119953, 85, 17, '41:46.0', 37.42183353972958, 95.10365712359575, 138, 76, 57, 'Female', 73.49132484995009, 1.9073692258731727, 0.11065197899974907, 62, 20.200705349248608, 96.66666666666666, 'Low Risk'),
(119954, 78, 14, '40:46.0', 36.09195574276403, 97.64690523363737, 131, 75, 44, 'Male', 51.66977948048352, 1.8062002325383797, 0.10656476578232485, 56, 15.838163441072584, 93.66666666666666, 'High Risk'),
(119955, 89, 13, '39:46.0', 36.455947881485486, 96.07501211806004, 129, 78, 27, 'Male', 75.04379227217693, 1.9020576966528866, 0.059959459, 51, 20.742800929361522, 95, 'Low Risk'),
(119956, 86, 18, '38:46.0', 36.75725597019555, 98.21865598517363, 122, 87, 52, 'Female', 58.26609893342105, 1.9397785880612763, 0.11670181829270933, 35, 15.485014617566426, 98.66666666666667, 'High Risk'),
(119957, 77, 19, '37:46.0', 36.595798816338814, 95.46154790061043, 116, 88, 79, 'Male', 71.20413508736235, 1.9594919947537237, 0.10007229964992181, 28, 18.544632372464743, 97.33333333333333, 'Low Risk'),
(119958, 85, 15, '36:46.0', 36.55939551371452, 95.99168496778738, 125, 84, 83, 'Female', 93.06254426854628, 1.8173057887673292, 0.13602958514928626, 41, 28.178566878458334, 97.66666666666667, 'Low Risk'),
(119959, 65, 13, '35:46.0', 37.26016594795408, 97.83703972063843, 122, 82, 79, 'Female', 61.014934242363964, 1.5796059284703188, 0.069784261, 40, 24.453365402295418, 95.33333333333333, 'Low Risk'),
(119960, 67, 19, '34:46.0', 37.36015423612905, 99.75655803, 135, 86, 56, 'Male', 61.85421047476245, 1.8178978079877963, 0.062128897951969554, 49, 18.716745533106813, 102.33333333333333, 'Low Risk'),
(119961, 89, 12, '33:46.0', 36.16107697645348, 95.72923844156662, 113, 78, 60, 'Female', 72.30242947805567, 1.7901203282468658, 0.11770912122613335, 35, 22.562563515584298, 89.66666666666667, 'Low Risk'),
(119962, 71, 13, '32:46.0', 36.41062317115825, 99.61287320220211, 135, 77, 85, 'Male', 52.66022247, 1.580764017820139, 0.099921706, 58, 21.07407911211897, 96.33333333333333, 'Low Risk'),
(119963, 79, 12, '31:46.0', 37.49889650981627, 98.94015880012334, 139, 81, 36, 'Male', 67.65305136047017, 1.5591171690676702, 0.093150263, 58, 27.831068568878887, 100.33333333333333, 'Low Risk'),
(119964, 96, 17, '30:46.0', 36.23715906340991, 98.01296586484307, 121, 79, 75, 'Female', 87.47274201, 1.8234107195230065, 0.053885747, 42, 26.308963192269406, 93, 'High Risk'),
(119965, 63, 18, '29:46.0', 36.37868466313327, 99.21398251585153, 137, 73, 81, 'Female', 97.69226021899931, 1.8596963324712383, 0.070703465, 64, 28.247244456591943, 94.33333333333333, 'Low Risk'),
(119966, 90, 16, '28:46.0', 36.869662049112094, 95.76829087500646, 124, 77, 44, 'Male', 71.90457508204051, 1.7880915108705833, 0.13692170741485102, 47, 22.489357152286114, 92.66666666666667, 'Low Risk'),
(119967, 62, 14, '27:46.0', 37.34239101347412, 96.84299149946719, 111, 83, 73, 'Male', 66.31470123573214, 1.997358835925549, 0.11165047414322421, 28, 16.62254920002874, 92.33333333333333, 'High Risk'),
(119968, 91, 16, '26:46.0', 36.821575039136775, 99.41153820473257, 123, 81, 73, 'Male', 69.13558115469601, 1.6768040448205483, 0.072665182, 42, 24.588780610338613, 95, 'High Risk'),
(119969, 70, 14, '25:46.0', 36.08388453676428, 96.88784199765368, 134, 87, 57, 'Male', 76.48235685452497, 1.7692235748099403, 0.1054768680129084, 47, 24.43407075617308, 102.66666666666667, 'Low Risk'),
(119970, 61, 15, '24:46.0', 36.336972710351894, 97.37628519364523, 122, 82, 50, 'Female', 83.66117230481086, 1.919656412573958, 0.078087762, 40, 22.702670078205724, 95.33333333333333, 'Low Risk'),
(119971, 79, 13, '23:46.0', 37.49774693916627, 95.38815468145188, 114, 82, 29, 'Male', 70.92876932578403, 1.843840844, 0.061833211, 32, 20.862942573333765, 92.66666666666667, 'Low Risk'),
(119972, 74, 17, '22:46.0', 37.28088526215244, 98.14697713889711, 114, 78, 46, 'Female', 69.40940036006013, 1.8071747733608687, 0.064207693, 36, 21.25288936, 90, 'Low Risk'),
(119973, 63, 18, '21:46.0', 37.156335999892676, 96.23335084418324, 125, 81, 20, 'Male', 90.06622118985649, 1.5197180109012407, 0.11958324244500222, 44, 38.99742404266909, 95.66666666666667, 'High Risk'),
(119974, 91, 19, '20:46.0', 36.37774771635151, 98.85350200242429, 136, 81, 62, 'Male', 85.8477949, 1.6786552019721628, 0.13540375878214556, 55, 30.465347977309488, 99.33333333333333, 'High Risk'),
(119975, 84, 12, '19:46.0', 36.985704813395586, 99.38527967692966, 110, 70, 36, 'Female', 78.15029095447494, 1.7664382508932193, 0.13627310569302686, 40, 25.045729068289184, 83.33333333333333, 'Low Risk'),
(119976, 71, 19, '18:46.0', 36.676817975374156, 98.96467885585972, 135, 76, 18, 'Male', 57.73337048851535, 1.736971521520571, 0.075428212, 59, 19.135574983209995, 95.66666666666666, 'Low Risk'),
(119977, 76, 12, '17:46.0', 36.21061354422019, 95.08627191, 127, 87, 18, 'Male', 71.38869001777479, 1.5637228139441468, 0.090500038, 40, 29.19509333627358, 100.33333333333333, 'Low Risk'),
(119978, 61, 16, '16:46.0', 36.42731642073674, 98.73605784660916, 111, 71, 29, 'Female', 57.379861480740715, 1.9509463270729208, 0.083103557, 40, 15.07540028098652, 84.33333333333333, 'High Risk'),
(119979, 63, 13, '15:46.0', 36.509735645658104, 99.67735116859828, 137, 73, 56, 'Male', 60.40958712404081, 1.5720884596862232, 0.098750004, 64, 24.442853690148926, 94.33333333333333, 'Low Risk'),
(119980, 91, 13, '14:46.0', 36.242886735241015, 99.76429760223957, 111, 84, 18, 'Male', 71.13997412899192, 1.9650885573289847, 0.12654683516098802, 27, 18.422537506414745, 93, 'High Risk'),
(119981, 63, 19, '13:46.0', 36.12421074, 95.25890076838019, 137, 72, 44, 'Male', 80.16018284413332, 1.685321927486883, 0.13727457084027306, 65, 28.222335894599244, 93.66666666666666, 'Low Risk'),
(119982, 83, 18, '12:46.0', 37.31856275, 95.34585577809506, 111, 89, 33, 'Male', 61.14494003, 1.7718333927731529, 0.10209237937566189, 22, 19.476672369217727, 96.33333333333333, 'Low Risk'),
(119983, 92, 13, '11:46.0', 36.85859942285549, 99.14639433, 118, 73, 46, 'Male', 59.11773908940453, 1.6740998395319218, 0.1442840559046032, 45, 21.09381374386113, 88, 'High Risk'),
(119984, 93, 13, '10:46.0', 36.04835934744175, 96.32126469812182, 115, 81, 21, 'Male', 71.54351856397419, 1.6412075190078286, 0.13533866231655872, 34, 26.560931348440313, 92.33333333333333, 'High Risk'),
(119985, 89, 16, '09:46.0', 37.301650062064255, 97.78855839311606, 118, 81, 23, 'Male', 72.57157109, 1.7967269571062352, 0.13533905372496347, 37, 22.480313201404584, 93.33333333333333, 'Low Risk'),
(119986, 93, 16, '08:46.0', 36.59647613362459, 96.56857638795107, 124, 78, 79, 'Male', 56.04741559, 1.782706469020587, 0.10734857733451546, 46, 17.635830279714114, 93.33333333333333, 'High Risk'),
(119987, 70, 17, '07:46.0', 37.16063521301777, 97.60950786103425, 115, 81, 54, 'Male', 98.49322776404549, 1.558292877243086, 0.093069611, 34, 40.56095753761635, 92.33333333333333, 'High Risk'),
(119988, 96, 12, '06:46.0', 36.35506955535309, 99.29982259, 123, 73, 61, 'Male', 89.90190929258385, 1.5693655109936688, 0.093923305, 50, 36.50234007251344, 89.66666666666666, 'High Risk'),
(119989, 60, 12, '05:46.0', 36.42474693238308, 99.29789033128459, 126, 75, 45, 'Male', 93.55503923264338, 1.8269497208945709, 0.1215548547253625, 51, 28.029412465416065, 92, 'Low Risk'),
(119990, 81, 18, '04:46.0', 36.245684737695385, 95.61722333807774, 121, 84, 71, 'Female', 60.56332619823168, 1.8216282547469733, 0.10080741461051734, 37, 18.251149027167198, 96.33333333333333, 'High Risk'),
(119991, 71, 17, '03:46.0', 36.740423656790846, 97.58974268, 126, 81, 23, 'Female', 96.49343492497358, 1.9254105457378827, 0.116396814, 45, 26.028615868921403, 96, 'Low Risk'),
(119992, 68, 17, '02:46.0', 36.70778181751661, 95.15985042526697, 128, 71, 74, 'Male', 71.08095094138595, 1.8955178367194911, 0.11790433841344153, 57, 19.783242673403223, 90, 'Low Risk'),
(119993, 74, 18, '01:46.0', 37.05736723574614, 97.73476085447464, 127, 84, 77, 'Male', 58.03932515992871, 1.9464376671697747, 0.094879489, 43, 15.31938579417354, 98.33333333333333, 'High Risk'),
(119994, 70, 12, '00:46.0', 37.02169263086271, 97.05476647073544, 112, 85, 61, 'Female', 82.19516612244936, 1.6527010213068354, 0.087517828, 27, 30.092459631264102, 94, 'High Risk'),
(119995, 94, 14, '59:46.0', 37.20397817031718, 99.41738223399003, 139, 84, 66, 'Male', 74.81926901697365, 1.5609486964831882, 0.055722611591392426, 55, 30.70691607696854, 102.33333333333333, 'High Risk'),
(119996, 82, 14, '58:46.0', 36.70651371170386, 99.17572403662787, 131, 80, 42, 'Male', 83.75982141, 1.616802713, 0.094871762, 51, 32.042152568307955, 97, 'High Risk'),
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(120172, 85, 12, '02:46.0', 37.28830040773234, 99.64876574148582, 139, 79, 86, 'Male', 81.13380372219852, 1.8511981752615003, 0.063537339, 60, 23.675328303990526, 99, 'Low Risk'),
(120173, 80, 15, '01:46.0', 36.95620185262069, 96.54541571, 127, 83, 52, 'Male', 65.98399630846578, 1.7873067779748153, 0.058939716, 44, 20.655723445558724, 97.66666666666667, 'Low Risk'),
(120174, 81, 14, '00:46.0', 37.24442262035321, 99.50099853437682, 118, 71, 33, 'Male', 88.18098229936251, 1.6566801482755102, 0.10863698415433101, 47, 32.12902866207213, 86.66666666666667, 'High Risk'),
(120175, 96, 14, '59:46.0', 36.78671355, 96.88755320873138, 115, 85, 56, 'Female', 86.85628536725727, 1.5261037376181317, 0.063883622, 30, 37.29349964315787, 95, 'High Risk'),
(120176, 91, 16, '58:46.0', 36.54148739540656, 98.61771268736358, 111, 83, 37, 'Male', 79.57443931688057, 1.6988401343152628, 0.068440248, 28, 27.572018572473198, 92.33333333333333, 'High Risk'),
(120177, 71, 19, '57:46.0', 36.666054930076236, 96.26544839401575, 137, 83, 71, 'Male', 88.90637643070392, 1.629531667786377, 0.050227751, 54, 33.481684551430924, 101, 'High Risk'),
(120178, 66, 12, '56:46.0', 36.55993317880006, 99.47363974429396, 136, 76, 55, 'Female', 63.77052133357422, 1.5597333855663242, 0.097182658, 60, 26.213151109510353, 96, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(120179, 93, 17, '55:46.0', 36.13193489600755, 95.97328438903595, 139, 85, 83, 'Male', 90.96339505144738, 1.623688251032224, 0.12406412107473808, 54, 34.503358050091286, 103, 'High Risk'),
(120180, 95, 18, '54:46.0', 37.17790798939083, 97.39915341, 117, 82, 72, 'Female', 68.39789578378313, 1.8489102175111678, 0.13406740856187246, 35, 20.008341727101374, 93.66666666666667, 'High Risk'),
(120181, 64, 13, '53:46.0', 37.16915044234688, 98.29688067324625, 138, 81, 33, 'Male', 78.01634883, 1.948329229814542, 0.14778712933125437, 57, 20.552323595527486, 100, 'Low Risk'),
(120182, 76, 17, '52:46.0', 37.18486219885066, 95.34592854063379, 139, 70, 52, 'Female', 68.54924306110229, 1.974286535795259, 0.13429464819255682, 69, 17.58661661237268, 93, 'High Risk'),
(120183, 74, 14, '51:46.0', 36.144451046841226, 96.37054119, 123, 73, 34, 'Female', 73.61979690067817, 1.927623039, 0.12701072460501334, 50, 19.81300724256999, 89.66666666666666, 'Low Risk'),
(120184, 64, 15, '50:46.0', 36.45782232029969, 96.91179944438434, 137, 82, 28, 'Female', 93.14062245612021, 1.5128254487700552, 0.057147859, 55, 40.69691534445843, 100.33333333333333, 'High Risk'),
(120185, 70, 14, '49:46.0', 36.84958301413665, 97.55372398, 134, 78, 68, 'Male', 53.554873916390065, 1.752651335143605, 0.10201572775475201, 56, 17.434437707343964, 96.66666666666666, 'High Risk'),
(120186, 89, 19, '48:46.0', 37.15142371150807, 97.91953011273479, 114, 78, 52, 'Female', 70.77225603072615, 1.7709088252384886, 0.10096432291879548, 36, 22.56683406, 90, 'Low Risk'),
(120187, 80, 13, '47:46.0', 37.08167297378617, 98.90755381993196, 114, 74, 23, 'Male', 92.57438145585891, 1.7964543156890045, 0.063741948, 40, 28.685238428405224, 87.33333333333333, 'Low Risk'),
(120188, 69, 15, '46:46.0', 36.08312008014023, 99.01575002526435, 129, 88, 33, 'Female', 78.94903793, 1.5636526400785065, 0.12402181741801588, 41, 32.28986856, 101.66666666666667, 'High Risk'),
(120189, 83, 18, '45:46.0', 37.18919191051655, 95.40066599061906, 135, 73, 50, 'Male', 97.48104747, 1.998849295952864, 0.06216025, 62, 24.398329045827744, 93.66666666666666, 'Low Risk'),
(120190, 98, 14, '44:46.0', 36.90435539261025, 99.73828561937563, 129, 77, 25, 'Male', 70.38924903477289, 1.6786744341489563, 0.078334764, 52, 24.97890402345936, 94.33333333333333, 'High Risk'),
(120191, 92, 13, '43:46.0', 36.83374173527769, 95.1434865, 127, 84, 79, 'Male', 51.48554489554802, 1.8580967786455438, 0.1498291509121602, 43, 14.912438054515356, 98.33333333333333, 'High Risk'),
(120192, 97, 12, '42:46.0', 36.809098156769295, 98.40306496685584, 121, 86, 54, 'Female', 50.91218640189261, 1.6257048275762622, 0.10290515122123248, 35, 19.26364016527892, 97.66666666666667, 'High Risk'),
(120193, 91, 12, '41:46.0', 37.17568907168399, 97.68738838784006, 139, 79, 54, 'Male', 55.687264926901804, 1.5046125152977572, 0.082351096, 60, 24.598382375104954, 99, 'High Risk'),
(120194, 72, 19, '40:46.0', 36.132042291765835, 97.10838709030936, 119, 87, 43, 'Male', 52.543785033422736, 1.946446385011999, 0.068664476, 32, 13.868722653353549, 97.66666666666667, 'High Risk'),
(120195, 86, 17, '39:46.0', 36.72966764116386, 99.71854466, 131, 72, 27, 'Male', 89.48805551773455, 1.5041555490683913, 0.07757004, 59, 39.55301290456236, 91.66666666666666, 'High Risk'),
(120196, 94, 18, '38:46.0', 36.23999074740412, 96.12303636581026, 134, 85, 45, 'Female', 94.11361041, 1.798661693054741, 0.082704461, 49, 29.090652565442536, 101.33333333333333, 'High Risk'),
(120197, 89, 15, '37:46.0', 36.30483137245868, 95.12771058, 123, 70, 83, 'Female', 83.22853858807309, 1.5729470062341353, 0.091709249, 53, 33.63907820927459, 87.66666666666666, 'High Risk'),
(120198, 81, 16, '36:46.0', 37.39049286020003, 97.86639514, 112, 76, 66, 'Female', 64.26062063593831, 1.7121065909076483, 0.059878194, 36, 21.92215870262323, 88, 'Low Risk'),
(120199, 79, 13, '35:46.0', 36.21544176662949, 99.10700860665332, 135, 80, 69, 'Male', 98.35444411960017, 1.519548833241124, 0.086171595, 55, 42.59559266979179, 98.33333333333333, 'High Risk'),
(120200, 99, 16, '34:46.0', 37.49551160625854, 95.79173132183219, 139, 80, 21, 'Female', 76.02422549483111, 1.7994651241846098, 0.073422206, 59, 23.47821831175485, 99.66666666666666, 'High Risk'),
(120201, 63, 19, '33:46.0', 36.73713550594185, 98.45396017976309, 137, 78, 51, 'Male', 56.368281496896515, 1.5981317916862738, 0.068448107, 59, 22.070369930598783, 97.66666666666666, 'Low Risk'),
(120202, 77, 14, '32:46.0', 36.04868998781339, 95.57777729, 114, 89, 53, 'Male', 63.01423824983742, 1.5604158877963572, 0.096815085, 25, 25.879624076169762, 97.33333333333333, 'Low Risk'),
(120203, 97, 17, '31:46.0', 36.508392540176374, 95.60700731587464, 127, 79, 33, 'Male', 74.62290282185643, 1.8209975709947068, 0.14757382657565596, 48, 22.50367287348204, 95, 'High Risk'),
(120204, 64, 17, '30:46.0', 37.02352550769289, 98.51023210610343, 115, 70, 51, 'Female', 59.61117771, 1.7277589227239485, 0.070433352, 45, 19.96923432082981, 85, 'Low Risk'),
(120205, 93, 19, '29:46.0', 37.43515871621021, 95.31330827624676, 119, 87, 52, 'Female', 79.37470920846133, 1.995186399064348, 0.066141467, 32, 19.93954280043587, 97.66666666666667, 'High Risk'),
(120206, 71, 16, '28:46.0', 36.97559226517533, 98.88278281951143, 124, 72, 64, 'Female', 69.38349225359848, 1.506123751, 0.14306207577910823, 52, 30.58685616535463, 89.33333333333333, 'High Risk'),
(120207, 83, 13, '27:46.0', 37.394205602683044, 96.54504754141416, 112, 82, 43, 'Female', 93.69052182108803, 1.5835503117213314, 0.097331642, 30, 37.36215567069272, 92, 'High Risk'),
(120208, 85, 16, '26:46.0', 36.93271393746979, 95.64996536, 125, 76, 63, 'Male', 67.18486377234672, 1.884903400613428, 0.089455708, 49, 18.910074723945062, 92.33333333333333, 'Low Risk'),
(120209, 77, 15, '25:46.0', 37.355672292763145, 97.60789971696732, 117, 78, 58, 'Female', 99.50483732593035, 1.6049541599210402, 0.091491491, 39, 38.62948591117495, 91, 'High Risk'),
(120210, 69, 13, '24:46.0', 36.04423199001551, 99.87761004444496, 123, 75, 65, 'Female', 60.66746791501791, 1.6366031742578508, 0.051453768265049785, 48, 22.65004612623137, 91, 'Low Risk'),
(120211, 90, 16, '23:46.0', 36.222323993911836, 95.65334072538528, 138, 79, 75, 'Male', 92.43564072890688, 1.973723815579183, 0.11540762559619024, 59, 23.728303737363607, 98.66666666666666, 'Low Risk'),
(120212, 74, 12, '22:46.0', 36.23040326220154, 97.70984500356386, 136, 71, 87, 'Male', 79.53921155870907, 1.8786815572382582, 0.084076949, 65, 22.535901601121953, 92.66666666666666, 'Low Risk'),
(120213, 89, 17, '21:46.0', 37.38918476932733, 99.86522880135644, 118, 87, 39, 'Female', 78.26742604845955, 1.8758143652528148, 0.087566494, 31, 22.24340844822613, 97.33333333333333, 'Low Risk'),
(120214, 90, 18, '20:46.0', 36.49626779550528, 95.56322889654635, 126, 72, 42, 'Male', 57.03144748127387, 1.7334126075256329, 0.1016864243688777, 54, 18.980624276618787, 90, 'Low Risk'),
(120215, 85, 12, '19:46.0', 36.71014352507521, 99.31009485725845, 128, 82, 46, 'Female', 81.12406197, 1.922402501791824, 0.095531552, 46, 21.951340287263296, 97.33333333333333, 'Low Risk'),
(120216, 63, 18, '18:46.0', 37.192931923908496, 99.76913002357436, 130, 82, 77, 'Female', 51.37420152676786, 1.902944525413781, 0.11419680592226539, 48, 14.18707384032957, 98, 'High Risk'),
(120217, 60, 19, '17:46.0', 36.36593981564882, 99.80074704381485, 115, 71, 74, 'Female', 63.41279576, 1.5898911913949019, 0.10024302447247072, 44, 25.086616715012827, 85.66666666666667, 'Low Risk'),
(120218, 61, 17, '16:46.0', 37.39818029546419, 96.51858652125951, 110, 86, 30, 'Male', 75.89904238547813, 1.7642635319978428, 0.13046183432353903, 24, 24.38424886583086, 94, 'Low Risk'),
(120219, 82, 19, '15:46.0', 36.353261427252605, 95.74651359585407, 115, 87, 23, 'Female', 94.74950141465139, 1.8196857537094482, 0.11019409296040644, 28, 28.614367020469462, 96.33333333333333, 'Low Risk'),
(120220, 84, 18, '14:46.0', 36.31767417359923, 97.56342899913538, 121, 87, 72, 'Male', 61.379290511920004, 1.920142686049763, 0.085904309, 34, 16.647723699252452, 98.33333333333333, 'High Risk'),
(120221, 68, 15, '13:46.0', 36.64687741008237, 96.57310020657197, 122, 89, 67, 'Female', 66.71957086881942, 1.5621689575112545, 0.10842850084065017, 33, 27.339919864788214, 100, 'Low Risk'),
(120222, 63, 19, '12:46.0', 36.657607187001545, 98.48732189822613, 139, 86, 71, 'Female', 85.93097610652515, 1.959434829843925, 0.052323153, 53, 22.38144374942949, 103.66666666666666, 'Low Risk'),
(120223, 72, 12, '11:46.0', 37.39467719521495, 97.01048243444386, 124, 76, 69, 'Female', 82.52717224, 1.7690600644002819, 0.067965919, 48, 26.37010184709005, 92, 'Low Risk'),
(120224, 65, 18, '10:46.0', 36.59168069194827, 99.91798909, 110, 86, 30, 'Female', 56.90967233, 1.971442828900693, 0.13243669024607313, 24, 14.642583544734796, 94, 'High Risk'),
(120225, 94, 18, '09:46.0', 36.000343525681025, 98.01534656160621, 113, 76, 65, 'Female', 75.29659910396595, 1.9951222129828845, 0.13796323827511217, 37, 18.91630697455736, 88.33333333333333, 'High Risk'),
(120226, 68, 16, '08:46.0', 36.315128336943346, 97.41759973333549, 110, 74, 43, 'Male', 82.62641612180661, 1.8215641064718655, 0.084983266, 36, 24.90175728848748, 86, 'Low Risk'),
(120227, 88, 13, '07:46.0', 37.403776833470644, 96.00996902062643, 111, 80, 81, 'Male', 66.13818598055352, 1.7821184776377244, 0.1175191253098193, 31, 20.824718176094446, 90.33333333333333, 'Low Risk'),
(120228, 61, 14, '06:46.0', 36.48326435666735, 96.37870644237583, 138, 81, 18, 'Female', 88.29954343929741, 1.6280285438282094, 0.12081994681383898, 57, 33.31458656467632, 100, 'High Risk'),
(120229, 95, 12, '05:46.0', 36.49198734389531, 98.86361637, 134, 89, 75, 'Male', 51.41375347907623, 1.7317925068145894, 0.13840758945593917, 45, 17.143030525730012, 104, 'High Risk'),
(120230, 68, 13, '04:46.0', 36.99240356395953, 95.30544148885657, 130, 85, 74, 'Female', 65.16957603679435, 1.5482779731811724, 0.072206938, 45, 27.186107203928877, 100, 'Low Risk'),
(120231, 94, 12, '03:46.0', 37.39917130374453, 98.04610259557393, 135, 88, 87, 'Male', 95.71694465, 1.5050635286233534, 0.066696403, 47, 42.255102885734864, 103.66666666666667, 'High Risk'),
(120232, 61, 17, '02:46.0', 37.383781278040395, 96.17555879807605, 123, 82, 47, 'Female', 75.04062835, 1.5708292356978872, 0.11668291924231101, 41, 30.411546857239863, 95.66666666666667, 'High Risk'),
(120233, 73, 15, '01:46.0', 37.48284226648363, 98.58166605085852, 132, 89, 22, 'Female', 50.345253274711965, 1.6921023854662074, 0.096729224, 43, 17.583497118141405, 103.33333333333333, 'High Risk'),
(120234, 83, 14, '00:46.0', 36.057911948775924, 96.84924724369681, 138, 70, 65, 'Female', 86.51735536303413, 1.8842511145554834, 0.052525926981601884, 68, 24.368324759108386, 92.66666666666666, 'Low Risk'),
(120235, 69, 14, '59:46.0', 37.30919388, 95.79865279, 119, 74, 35, 'Male', 95.48589353260816, 1.7240002400546595, 0.051699574, 45, 32.126585687105795, 89, 'High Risk'),
(120236, 61, 15, '58:46.0', 36.90958030547416, 98.19400972002903, 133, 75, 37, 'Male', 58.59264191967193, 1.7607783608760934, 0.071846975, 58, 18.898776804272373, 94.33333333333333, 'Low Risk'),
(120237, 89, 16, '57:46.0', 37.33467606254099, 96.51730430222021, 112, 81, 23, 'Female', 77.07310517584395, 1.820215618534313, 0.086720174, 31, 23.26254270426825, 91.33333333333333, 'Low Risk'),
(120238, 90, 16, '56:46.0', 36.843753975106736, 97.51989243474807, 110, 75, 85, 'Female', 68.95334359824002, 1.8345154170808822, 0.1409127220818832, 35, 20.488614849152864, 86.66666666666667, 'Low Risk'),
(120239, 80, 14, '55:46.0', 36.402571739782125, 95.00800301164152, 139, 78, 59, 'Male', 65.74775711, 1.5158640721400793, 0.068444642, 61, 28.612804172082306, 98.33333333333333, 'Low Risk'),
(120240, 89, 16, '54:46.0', 37.26933248141946, 95.20389725, 116, 83, 35, 'Male', 98.76742054644563, 1.6024264946059703, 0.1440487572987843, 33, 38.46426850992237, 94, 'High Risk'),
(120241, 73, 15, '53:46.0', 36.08619174, 99.49058798093046, 115, 70, 57, 'Female', 91.84538618401942, 1.5540478076505313, 0.061633371, 45, 38.03019870472937, 85, 'High Risk'),
(120242, 99, 12, '52:46.0', 36.83295512958621, 99.28520196156478, 127, 85, 83, 'Male', 59.916171048864754, 1.871294093924282, 0.10831496905489721, 42, 17.110391951583413, 99, 'High Risk'),
(120243, 80, 18, '51:46.0', 36.272710940682046, 98.35600113600567, 112, 87, 89, 'Male', 56.287788657904706, 1.6926977265818122, 0.14218487047172804, 25, 19.645150728836214, 95.33333333333333, 'Low Risk'),
(120244, 79, 16, '50:46.0', 37.128212884126945, 96.46366808642725, 138, 72, 43, 'Male', 71.96823778841036, 1.6403742516079798, 0.097732696, 66, 26.74576234685891, 94, 'Low Risk'),
(120245, 72, 13, '49:46.0', 36.21092195132324, 95.51687264684331, 124, 73, 28, 'Female', 97.01538566979329, 1.914917353509279, 0.13556633894107833, 51, 26.456996798012646, 90, 'Low Risk'),
(120246, 80, 15, '48:46.0', 36.223024590458785, 96.55899770575283, 111, 76, 26, 'Male', 57.488014802062494, 1.7221695999325366, 0.063742882, 35, 19.383199880839395, 87.66666666666667, 'Low Risk'),
(120247, 68, 12, '47:46.0', 37.22003723336109, 98.53597279777487, 126, 75, 86, 'Male', 81.52733164000955, 1.9423735269106537, 0.097941997, 51, 21.609152161190956, 92, 'Low Risk'),
(120248, 79, 16, '46:46.0', 36.801764704025786, 95.81605581301302, 124, 84, 75, 'Female', 60.06885621519731, 1.781724668590864, 0.062416487, 40, 18.92204959912407, 97.33333333333333, 'Low Risk'),
(120249, 61, 13, '45:46.0', 36.50943363330246, 99.14789460332753, 120, 82, 36, 'Female', 97.27451033712852, 1.5674435955118278, 0.0943747, 38, 39.592708271685694, 94.66666666666667, 'High Risk'),
(120250, 95, 14, '44:46.0', 36.89368563415445, 98.30119564774992, 133, 76, 31, 'Female', 70.60465835971345, 1.5978903786870737, 0.091295902, 57, 27.652817815246788, 95, 'High Risk'),
(120251, 75, 12, '43:46.0', 36.34107939117344, 98.66334272210892, 127, 81, 22, 'Female', 92.68354041279802, 1.740384133699809, 0.12470234236986398, 46, 30.599362901253404, 96.33333333333333, 'High Risk'),
(120252, 72, 16, '42:46.0', 37.246153947238035, 96.13293765613781, 132, 71, 73, 'Male', 96.19171240766164, 1.6138507901269161, 0.12056029228268651, 61, 36.93268634355764, 91.33333333333333, 'High Risk'),
(120253, 81, 14, '41:46.0', 37.18183709, 97.60532420770188, 111, 77, 23, 'Female', 98.37351860504396, 1.518255312981863, 0.11838654876470024, 34, 42.676479520471766, 88.33333333333333, 'High Risk'),
(120254, 91, 19, '40:46.0', 36.51859082, 99.73831759961419, 129, 86, 57, 'Female', 87.04800583876103, 1.8265344009993976, 0.14956065669879431, 43, 26.09174432244768, 100.33333333333333, 'High Risk'),
(120255, 68, 18, '39:46.0', 37.384866298294725, 98.8774527, 111, 76, 65, 'Male', 77.91945239213933, 1.859103837672822, 0.14273445767332643, 35, 22.54439561686067, 87.66666666666667, 'Low Risk'),
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(120432, 81, 18, '42:46.0', 37.11347777614391, 95.46762089974796, 123, 73, 39, 'Male', 88.97860923325172, 1.7903024645103334, 0.097337367, 50, 27.760852222384372, 89.66666666666666, 'Low Risk'),
(120433, 81, 18, '41:46.0', 36.42855243220214, 97.73602052, 139, 76, 40, 'Female', 64.21921146661619, 1.6056221498696024, 0.12808431559450478, 63, 24.91026038824558, 97, 'Low Risk'),
(120434, 99, 17, '40:46.0', 36.67469178271766, 95.06906078211834, 111, 80, 83, 'Female', 88.20559721366897, 1.8010483490094145, 0.066759671, 31, 27.19226610541728, 90.33333333333333, 'High Risk'),
(120435, 89, 15, '39:46.0', 36.07193899906598, 96.43729794293756, 120, 89, 84, 'Female', 93.24268462, 1.6905364747340752, 0.072105575, 31, 32.62613870404351, 99.33333333333333, 'High Risk'),
(120436, 86, 18, '38:46.0', 37.316247790794996, 98.27196482716644, 125, 85, 22, 'Male', 67.90621422041397, 1.537769746170455, 0.058643438, 40, 28.71619503681283, 98.33333333333333, 'Low Risk'),
(120437, 64, 17, '37:46.0', 37.01487792039466, 99.51519776197013, 129, 76, 32, 'Female', 91.21496786276236, 1.5062653996263053, 0.09394798, 53, 40.203430221204556, 93.66666666666666, 'High Risk'),
(120438, 96, 19, '36:46.0', 37.10580902380677, 97.50469102485484, 128, 85, 40, 'Male', 52.39359044563533, 1.8458648749156261, 0.1042684627492956, 43, 15.377238475698194, 99.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(120439, 62, 14, '35:46.0', 36.43488551341308, 98.71641611698887, 135, 72, 69, 'Male', 80.01513482996702, 1.6044440879982402, 0.1106550844129956, 63, 31.083002744134795, 93, 'High Risk'),
(120440, 88, 13, '34:46.0', 36.54813946842575, 99.52566519, 132, 84, 23, 'Male', 80.97278928697932, 1.7040809818716955, 0.10204529423649089, 48, 27.88422898936759, 100, 'Low Risk'),
(120441, 84, 18, '33:46.0', 36.906988118095285, 95.62938293297032, 136, 87, 45, 'Female', 89.46557406199288, 1.9362026796487255, 0.11833253439589099, 49, 23.864608782428434, 103.33333333333333, 'Low Risk'),
(120442, 63, 16, '32:46.0', 37.20846158067294, 98.71889716406828, 136, 75, 33, 'Male', 72.36190601, 1.8835412886114413, 0.12143082730546154, 61, 20.39669060719936, 95.33333333333333, 'Low Risk'),
(120443, 75, 12, '31:46.0', 36.41456592836015, 99.65090172793062, 125, 74, 26, 'Female', 72.80418078092939, 1.6062770339722132, 0.074176528, 51, 28.217297653002678, 91, 'Low Risk'),
(120444, 85, 18, '30:46.0', 37.232252522427814, 95.87161897645859, 131, 78, 87, 'Female', 98.03754422023519, 1.5353189666414955, 0.14273109706172252, 53, 41.590600780942026, 95.66666666666666, 'High Risk'),
(120445, 73, 17, '29:46.0', 37.20211346, 97.50185553954303, 123, 84, 27, 'Female', 81.24048139479171, 1.968486053237569, 0.13392598526568428, 39, 20.96562453245916, 97, 'Low Risk'),
(120446, 69, 12, '28:46.0', 37.20889527811445, 97.47403580790152, 137, 79, 57, 'Male', 50.881805469731326, 1.7577503445126927, 0.089666329, 58, 16.46827572880969, 98.33333333333333, 'High Risk'),
(120447, 72, 14, '27:46.0', 36.89116326495743, 99.87423748457977, 126, 85, 20, 'Male', 61.02623613627107, 1.6245683714063381, 0.09415497, 41, 23.12280931288188, 98.66666666666667, 'Low Risk'),
(120448, 63, 16, '26:46.0', 36.715580671073226, 97.51757135242542, 133, 71, 44, 'Female', 71.73607207, 1.5815694869109458, 0.097355448, 62, 28.678804135312483, 91.66666666666666, 'Low Risk'),
(120449, 61, 19, '25:46.0', 36.72124416911828, 95.46453925093412, 116, 85, 21, 'Female', 64.29131733, 1.8514522510434233, 0.050420684190035925, 31, 18.755441524309667, 95.33333333333333, 'Low Risk'),
(120450, 69, 18, '24:46.0', 36.62546245654993, 95.75091684785804, 139, 79, 60, 'Female', 97.56284733777414, 1.5470808991316345, 0.050015221, 60, 40.76227533637567, 99, 'High Risk'),
(120451, 68, 17, '23:46.0', 36.837909548226435, 97.40389956236251, 128, 76, 39, 'Male', 92.73426745801581, 1.7872680306831408, 0.099461133, 52, 29.03092484, 93.33333333333333, 'Low Risk'),
(120452, 91, 19, '22:46.0', 36.62370458883287, 98.44659791548024, 121, 89, 55, 'Female', 96.71989859, 1.5183615143076843, 0.10614730952981932, 32, 41.95323531870361, 99.66666666666667, 'High Risk'),
(120453, 73, 16, '21:46.0', 37.18241142686608, 97.78171650469949, 116, 84, 33, 'Female', 65.57250803810328, 1.5438424924353678, 0.069827818, 32, 27.511597852865744, 94.66666666666667, 'Low Risk'),
(120454, 63, 15, '20:46.0', 36.09523738595781, 98.64549698479514, 130, 86, 40, 'Male', 59.87039572501404, 1.5402523188532413, 0.12767485778033277, 44, 25.236457162182646, 100.66666666666667, 'Low Risk'),
(120455, 91, 17, '19:46.0', 36.51083083, 97.17037567580894, 125, 79, 79, 'Female', 71.42380299643611, 1.7306185572309696, 0.12564783929693102, 46, 23.847357267822453, 94.33333333333333, 'High Risk'),
(120456, 84, 13, '18:46.0', 37.22717795421122, 95.37802124957189, 117, 74, 36, 'Female', 79.72894011465998, 1.717515823414944, 0.078810498, 43, 27.028036516429808, 88.33333333333333, 'Low Risk'),
(120457, 94, 18, '17:46.0', 36.93889611766332, 98.11841273237981, 119, 84, 31, 'Female', 83.33011350881698, 1.668180414753381, 0.051237189153469566, 35, 29.94442218738911, 95.66666666666667, 'High Risk'),
(120458, 83, 14, '16:46.0', 36.37564160540632, 99.05363783047467, 137, 70, 69, 'Male', 70.30476131, 1.535967645013644, 0.14032298250020292, 67, 29.800297745049452, 92.33333333333333, 'Low Risk'),
(120459, 89, 17, '15:46.0', 37.294946829768776, 97.73426798, 119, 70, 74, 'Male', 66.58760092908324, 1.8378993919948639, 0.061153798, 49, 19.712871906251138, 86.33333333333333, 'Low Risk'),
(120460, 69, 15, '14:46.0', 36.05502120973412, 97.53271858855884, 121, 86, 80, 'Female', 69.65387552121612, 1.672057965558568, 0.068296044, 35, 24.91395221751091, 97.66666666666667, 'Low Risk'),
(120461, 89, 16, '13:46.0', 36.26637899210083, 97.17921202787171, 129, 82, 36, 'Female', 81.43871399064327, 1.949260360997706, 0.087404434, 47, 21.433406680061932, 97.66666666666667, 'Low Risk'),
(120462, 66, 15, '12:46.0', 37.39349424395888, 95.82656395815759, 137, 73, 47, 'Male', 61.992706291958314, 1.6438822961233248, 0.065930698, 64, 22.940303495770063, 94.33333333333333, 'Low Risk'),
(120463, 91, 19, '11:46.0', 37.240292106589116, 99.34181693019987, 132, 87, 51, 'Male', 59.136444770682616, 1.5586351616411473, 0.065240861, 45, 24.342561328686667, 102, 'High Risk'),
(120464, 94, 16, '10:46.0', 36.69630443777357, 95.69476408446599, 117, 75, 88, 'Female', 80.15191409362325, 1.6450693301179655, 0.098933429, 42, 29.617301525538213, 89, 'High Risk'),
(120465, 89, 13, '09:46.0', 36.43014848, 97.20264731590164, 111, 76, 64, 'Female', 75.25175821, 1.7934733986308693, 0.1319261732958014, 35, 23.395200551630932, 87.66666666666667, 'Low Risk'),
(120466, 92, 19, '08:46.0', 36.461907225405525, 95.81011532133788, 126, 78, 36, 'Male', 51.51186912309981, 1.9008962362032484, 0.14328801507486538, 48, 14.255763671075686, 94, 'High Risk'),
(120467, 73, 15, '07:46.0', 36.18154358464985, 99.64265942302359, 126, 80, 51, 'Female', 95.24651153727254, 1.7502089510442453, 0.077203949, 46, 31.093476123966038, 95.33333333333333, 'High Risk'),
(120468, 87, 19, '06:46.0', 36.65472942843628, 95.69047550592694, 123, 85, 78, 'Male', 65.21716592, 1.5045888822934683, 0.057636082028288196, 38, 28.80887010083631, 97.66666666666667, 'Low Risk'),
(120469, 88, 12, '05:46.0', 37.39533665, 95.11743857, 126, 82, 26, 'Male', 87.26279979557145, 1.7806433880933992, 0.083295856, 44, 27.52169896730754, 96.66666666666667, 'Low Risk'),
(120470, 71, 16, '04:46.0', 37.30140174, 97.49821804715465, 124, 85, 19, 'Male', 64.45493223354933, 1.778937737998786, 0.095740217, 39, 20.367356242657312, 98, 'Low Risk'),
(120471, 95, 15, '03:46.0', 37.18340013222539, 99.96418468714934, 136, 88, 18, 'Male', 90.64622039, 1.9166185691323956, 0.12417483675020397, 48, 24.676202035627796, 104, 'High Risk'),
(120472, 98, 16, '02:46.0', 37.20369007229642, 96.77780316, 136, 84, 59, 'Female', 59.04841450647679, 1.6608415389086757, 0.09461369, 52, 21.406804572035313, 101.33333333333333, 'High Risk'),
(120473, 81, 18, '01:46.0', 37.17953226817557, 95.6585397, 116, 84, 66, 'Female', 71.06154926711187, 1.6631818400322775, 0.058868829, 32, 25.68947345933989, 94.66666666666667, 'Low Risk'),
(120474, 65, 18, '00:46.0', 36.31696019211168, 98.60492659265533, 136, 83, 50, 'Male', 67.53865810777634, 1.6916004920080243, 0.1112557159220322, 53, 23.602435638072162, 100.66666666666666, 'Low Risk'),
(120475, 66, 17, '59:46.0', 36.85189595863724, 99.27240007922532, 138, 70, 21, 'Male', 88.03773339805883, 1.8600585458620127, 0.077162203, 68, 25.445771609667002, 92.66666666666666, 'Low Risk'),
(120476, 91, 13, '58:46.0', 36.70717676183289, 97.37779996746141, 110, 87, 77, 'Female', 65.49747185, 1.7465332554167097, 0.1240443438476979, 23, 21.47191692384907, 94.66666666666667, 'High Risk'),
(120477, 80, 18, '57:46.0', 37.34358960625908, 98.91875776306843, 122, 74, 41, 'Female', 99.97078068009733, 1.7738331074700264, 0.055619203, 48, 31.77222069927704, 90, 'High Risk'),
(120478, 62, 18, '56:46.0', 37.031513111485474, 96.38060385803738, 116, 76, 84, 'Female', 83.64801249748483, 1.9165692064229525, 0.098256972, 40, 22.772285204407286, 89.33333333333333, 'Low Risk'),
(120479, 63, 15, '55:46.0', 36.37890547905042, 99.02376894302914, 129, 81, 53, 'Female', 73.12480561323197, 1.8175295490842576, 0.086729529, 48, 22.13613343643749, 97, 'Low Risk'),
(120480, 86, 13, '54:46.0', 36.25146738142394, 96.94960679459182, 132, 86, 72, 'Male', 88.94081332784629, 1.8540957921471488, 0.1124497248857384, 46, 25.872402561585425, 101.33333333333333, 'Low Risk'),
(120481, 81, 19, '53:46.0', 36.907806615623194, 97.00877898565712, 135, 77, 87, 'Female', 57.022856703283054, 1.8345294587782197, 0.10374916394142861, 58, 16.943362029969123, 96.33333333333333, 'High Risk'),
(120482, 75, 17, '52:46.0', 36.695920389867105, 96.06164907792726, 124, 83, 34, 'Male', 61.72618717485506, 1.5531783930668297, 0.13521461000856522, 41, 25.587436089309993, 96.66666666666667, 'Low Risk'),
(120483, 89, 19, '51:46.0', 36.140761495038454, 95.95558898011838, 129, 82, 88, 'Female', 93.71979439024483, 1.9771132678873895, 0.078206324, 47, 23.975530531341217, 97.66666666666667, 'Low Risk'),
(120484, 93, 14, '50:46.0', 36.562133802235394, 97.74941529349277, 138, 77, 59, 'Female', 77.83532968224284, 1.7420682726098802, 0.11425833730890149, 61, 25.64758198653108, 97.33333333333333, 'High Risk'),
(120485, 63, 16, '49:46.0', 36.70838777199737, 96.69721240111923, 131, 85, 49, 'Female', 96.92375035566941, 1.7535662481216807, 0.090089411, 46, 31.51997430485383, 100.33333333333333, 'High Risk'),
(120486, 94, 19, '48:46.0', 36.401471010145166, 95.16671782523424, 137, 85, 51, 'Female', 54.05243682236717, 1.811966076991825, 0.12041526744295522, 52, 16.463234051541313, 102.33333333333333, 'High Risk'),
(120487, 75, 18, '47:46.0', 37.17527686, 97.69489426387582, 118, 76, 24, 'Female', 53.544961935871896, 1.6955352268365278, 0.12063026759962302, 42, 18.62537303714113, 90, 'Low Risk'),
(120488, 81, 14, '46:46.0', 37.29582260256872, 97.29054403, 138, 75, 77, 'Male', 75.48174268493574, 1.9614253867869087, 0.094232867, 63, 19.61996978430824, 96, 'Low Risk'),
(120489, 74, 15, '45:46.0', 36.049603671741586, 99.40085834, 127, 74, 19, 'Female', 54.33547631856452, 1.7663492442417892, 0.10933950435459286, 53, 17.415274525894883, 91.66666666666666, 'High Risk'),
(120490, 73, 15, '44:46.0', 37.074889980333076, 97.21856722740559, 127, 75, 83, 'Female', 74.50589257631411, 1.6554929484420402, 0.1358260613511189, 52, 27.185414019779117, 92.33333333333333, 'Low Risk'),
(120491, 96, 13, '43:46.0', 37.27407933332429, 96.29851849378085, 118, 82, 66, 'Female', 73.45244178694874, 1.9621629189263399, 0.13937182643252782, 36, 19.078143425513083, 94, 'High Risk'),
(120492, 70, 13, '42:46.0', 37.23048959997723, 99.05632056827146, 123, 89, 85, 'Male', 56.09852854980075, 1.5377382173799847, 0.097763831, 34, 23.72393109, 100.33333333333333, 'Low Risk'),
(120493, 96, 16, '41:46.0', 36.96347701106149, 99.18077804, 111, 78, 50, 'Male', 78.43414928906866, 1.6188744724789725, 0.13082971798462717, 33, 29.92807894211088, 89, 'High Risk'),
(120494, 99, 12, '40:46.0', 36.302931526638886, 98.03093943969077, 136, 85, 21, 'Female', 93.88249640480862, 1.751548087955106, 0.10679086039336727, 51, 30.601343857934637, 102, 'High Risk'),
(120495, 78, 17, '39:46.0', 37.14462652863868, 96.64482372020298, 116, 75, 20, 'Female', 51.051920670507144, 1.5414563640766565, 0.14237444075682398, 41, 21.48570534, 88.66666666666667, 'Low Risk'),
(120496, 87, 13, '38:46.0', 37.21533091, 99.63876348810759, 122, 89, 69, 'Male', 65.01715006106437, 1.619401361419698, 0.12193530167340899, 33, 24.79242047031037, 100, 'Low Risk'),
(120497, 87, 14, '37:46.0', 36.06730286630564, 99.46286570378922, 133, 70, 87, 'Female', 81.36167506962776, 1.7257168781326917, 0.12228762983679232, 63, 27.32000584197269, 91, 'Low Risk'),
(120498, 66, 18, '36:46.0', 37.09609712074817, 97.31714183, 121, 78, 18, 'Male', 93.66247021946931, 1.5281384808703886, 0.13060948713852172, 43, 40.10884753565994, 92.33333333333333, 'High Risk'),
(120499, 73, 17, '35:46.0', 36.778408986282514, 96.79408127902087, 119, 76, 45, 'Male', 64.52428534, 1.9828189428191503, 0.14240205202952608, 43, 16.41183282553225, 90.33333333333333, 'High Risk'),
(120500, 93, 12, '34:46.0', 37.49296229564053, 97.10054449997698, 110, 88, 31, 'Female', 63.27299801190266, 1.5010692031796238, 0.12233122411368094, 22, 28.081285382510472, 95.33333333333333, 'High Risk'),
(120501, 81, 19, '33:46.0', 37.03813180301053, 99.14348997547273, 129, 84, 44, 'Male', 54.79704302369857, 1.7174759345451687, 0.13412838407304384, 45, 18.577009482709933, 99, 'Low Risk'),
(120502, 92, 14, '32:46.0', 36.47963858921318, 98.69846538028824, 126, 71, 37, 'Female', 51.05822382227442, 1.8109938816534696, 0.075441208, 55, 15.56796106066509, 89.33333333333333, 'High Risk'),
(120503, 69, 14, '31:46.0', 37.137711008151456, 95.39176766781881, 120, 77, 71, 'Female', 92.30107298851863, 1.5477311415828992, 0.12557916005422315, 43, 38.531481504815005, 91.33333333333333, 'High Risk'),
(120504, 86, 16, '30:46.0', 36.317610392560326, 99.54917668992582, 113, 70, 82, 'Female', 54.04860043298271, 1.724471995118319, 0.11584823287946446, 43, 18.174905466889403, 84.33333333333333, 'High Risk'),
(120505, 72, 17, '29:46.0', 37.49316648703049, 96.94044449570828, 130, 79, 81, 'Male', 73.97771476646739, 1.697268789752973, 0.10904163927925009, 51, 25.680274457422108, 96, 'Low Risk'),
(120506, 68, 14, '28:46.0', 37.11677197338983, 99.39503249, 132, 74, 26, 'Male', 53.672946461234766, 1.9075142890745855, 0.12026405094545668, 58, 14.75094478548511, 93.33333333333333, 'High Risk'),
(120507, 83, 17, '27:46.0', 37.10802709740869, 99.94879356200639, 120, 81, 38, 'Female', 51.552710190108094, 1.5933893413011895, 0.12135555649475088, 39, 20.30521938914096, 94, 'Low Risk'),
(120508, 93, 13, '26:46.0', 36.33970802679027, 97.48515452764894, 135, 81, 56, 'Male', 54.58857702200585, 1.5233561501510375, 0.095342929, 54, 23.52333389273882, 99, 'High Risk'),
(120509, 71, 16, '25:46.0', 37.16531382658663, 96.91552743015406, 126, 70, 71, 'Male', 95.08591971675725, 1.8745073358153035, 0.11037188028835254, 56, 27.060880461761844, 88.66666666666666, 'Low Risk'),
(120510, 87, 12, '24:46.0', 36.649043799729846, 96.37241573595566, 128, 73, 40, 'Male', 81.06573655580979, 1.5475620397986432, 0.063050327, 55, 33.84863785, 91.33333333333333, 'High Risk'),
(120511, 94, 19, '23:46.0', 36.14662073061804, 97.52701309451317, 112, 73, 63, 'Male', 53.32176652585895, 1.7847098100503498, 0.08414723, 39, 16.74053399966421, 86, 'High Risk'),
(120512, 91, 14, '22:46.0', 37.23440336036063, 97.33207941985546, 113, 87, 46, 'Female', 53.00698614085657, 1.5070001235895614, 0.13483160810552175, 26, 23.34030549169886, 95.66666666666667, 'High Risk'),
(120513, 93, 12, '21:46.0', 36.62898601605703, 95.41986663465975, 135, 80, 22, 'Male', 66.35437337891904, 1.742270184, 0.13037957067218153, 55, 21.85941541608312, 98.33333333333333, 'High Risk'),
(120514, 85, 16, '20:46.0', 36.62374062142853, 95.90382528446965, 113, 70, 60, 'Female', 62.13341073005135, 1.7698008297871297, 0.080632358, 43, 19.837018826738856, 84.33333333333333, 'Low Risk'),
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(120690, 90, 16, '24:46.0', 37.22657425127909, 98.27208747788397, 133, 89, 65, 'Male', 99.15508579967741, 1.5574919166076733, 0.053612375884936794, 44, 40.87552954128979, 103.66666666666667, 'High Risk'),
(120691, 99, 13, '23:46.0', 36.23038314907877, 96.66375098941705, 117, 82, 53, 'Male', 55.744592404108076, 1.8869018817176526, 0.1038858677691154, 35, 15.656839844449932, 93.66666666666667, 'High Risk'),
(120692, 61, 13, '22:46.0', 36.100805142509095, 96.93299760347551, 114, 75, 23, 'Female', 94.11806404741324, 1.737861511615601, 0.13863747772373974, 39, 31.16324366169388, 88, 'High Risk'),
(120693, 85, 18, '21:46.0', 36.386291420551444, 95.99348608, 111, 85, 54, 'Female', 74.62745993222637, 1.7633768858198358, 0.085187393, 26, 23.999841433435574, 93.66666666666667, 'Low Risk'),
(120694, 81, 14, '20:46.0', 37.08589121, 99.3565425, 134, 76, 43, 'Female', 88.33011051428909, 1.8144535172198968, 0.10335169551917994, 58, 26.82977805226466, 95.33333333333333, 'Low Risk'),
(120695, 99, 13, '19:46.0', 36.21622234610768, 96.01593313394372, 122, 76, 63, 'Male', 64.26484198141763, 1.9406376232628533, 0.097454255, 46, 17.064145689844874, 91.33333333333333, 'High Risk'),
(120696, 61, 13, '18:46.0', 36.21091003595551, 98.14897004820814, 118, 75, 31, 'Female', 83.82837276522955, 1.6311417974938989, 0.10353056138380759, 43, 31.50703989630101, 89.33333333333333, 'High Risk'),
(120697, 97, 15, '17:46.0', 37.26136770930276, 97.21261997112322, 111, 72, 61, 'Female', 54.63392508561013, 1.847872353463205, 0.097405047, 39, 15.99994416, 85, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(120698, 91, 16, '16:46.0', 36.022052538762495, 97.65448790037046, 133, 80, 33, 'Female', 81.22853395706706, 1.5468116082069368, 0.111017387, 53, 33.94953027387293, 97.66666666666666, 'High Risk'),
(120699, 89, 15, '15:46.0', 37.178340201961916, 97.28897122277098, 117, 70, 38, 'Male', 85.88012240784951, 1.9868192741320083, 0.098167602, 47, 21.755843492039837, 85.66666666666667, 'Low Risk'),
(120700, 61, 13, '14:46.0', 36.37447253680981, 99.47814154583791, 137, 71, 41, 'Male', 97.09451927520625, 1.5540020824762997, 0.079979331, 66, 40.20606060330247, 93, 'High Risk'),
(120701, 87, 12, '13:46.0', 36.802764622169484, 99.38084016870499, 134, 78, 56, 'Male', 75.62815240871339, 1.5844106379952847, 0.059090512, 56, 30.12645225603737, 96.66666666666666, 'High Risk'),
(120702, 79, 13, '12:46.0', 36.517407516864324, 95.90721208960623, 115, 84, 28, 'Female', 79.86709512233591, 1.6694705458279873, 0.11028417351458325, 31, 28.65565674350523, 94.33333333333333, 'Low Risk'),
(120703, 87, 12, '11:46.0', 37.40130316504468, 97.75096898815063, 119, 86, 34, 'Male', 72.66383021366941, 1.9798824755483204, 0.14956350394841444, 33, 18.537000565991363, 97, 'Low Risk'),
(120704, 82, 15, '10:46.0', 37.112206524938884, 95.60802118307667, 132, 70, 70, 'Male', 53.37432909740464, 1.800742543950993, 0.1249172955097438, 62, 16.45997527887855, 90.66666666666666, 'High Risk'),
(120705, 73, 12, '09:46.0', 36.87192336258826, 96.39544116526494, 117, 84, 77, 'Male', 96.25239234943479, 1.7160597001135456, 0.08505562, 33, 32.68486893013532, 95, 'High Risk'),
(120706, 89, 17, '08:46.0', 36.310416851534406, 98.64511980475015, 111, 72, 66, 'Female', 79.26771009411468, 1.6354572690095648, 0.1354374268221542, 39, 29.635885590173928, 85, 'Low Risk'),
(120707, 71, 17, '07:46.0', 36.35393695242563, 98.83388367, 130, 89, 77, 'Female', 72.99592320189187, 1.7429631832439636, 0.078235248, 41, 24.028252023701622, 102.66666666666667, 'Low Risk'),
(120708, 84, 17, '06:46.0', 36.135152987529885, 97.55231883514176, 120, 87, 44, 'Female', 79.59796023602654, 1.9223237307962293, 0.12569552955095697, 33, 21.540157979557964, 98, 'Low Risk'),
(120709, 60, 16, '05:46.0', 36.25721415520248, 95.72509231693388, 121, 86, 23, 'Female', 65.58759923177323, 1.9297894279485788, 0.058681894, 35, 17.61172471843289, 97.66666666666667, 'High Risk'),
(120710, 86, 16, '04:46.0', 37.31705827439933, 95.06207294283985, 115, 89, 79, 'Male', 79.11110303357746, 1.9365068461775463, 0.094033424, 26, 21.09596355282895, 97.66666666666667, 'Low Risk'),
(120711, 63, 12, '03:46.0', 36.262590665948295, 99.82010549226705, 113, 76, 26, 'Female', 60.28702791341611, 1.7057074829015884, 0.10836965439745415, 37, 20.721193425143635, 88.33333333333333, 'Low Risk'),
(120712, 80, 17, '02:46.0', 36.37713600044817, 96.78129540162521, 119, 78, 57, 'Male', 50.988191137438996, 1.5970375113784805, 0.098208217, 41, 19.99122334260703, 91.66666666666667, 'Low Risk'),
(120713, 90, 15, '01:46.0', 36.91735063680367, 97.32877047582706, 133, 75, 88, 'Male', 83.10047644, 1.5842643717147165, 0.1111546164034035, 58, 33.10916305721829, 94.33333333333333, 'High Risk'),
(120714, 86, 19, '00:46.0', 37.39677283, 99.47400265228403, 137, 76, 53, 'Male', 61.401558801229875, 1.5820594872335976, 0.091346236, 61, 24.53204642275478, 96.33333333333333, 'Low Risk'),
(120715, 83, 19, '59:46.0', 37.04562967297068, 97.43452246575048, 132, 81, 30, 'Female', 67.90637536115285, 1.988257553082588, 0.11274319791318135, 51, 17.177710051335122, 98, 'High Risk'),
(120716, 74, 18, '58:46.0', 37.21875117, 99.32609462705416, 112, 73, 39, 'Male', 81.87282617763204, 1.8148469509830036, 0.10781897373654219, 39, 24.85763288757053, 86, 'Low Risk'),
(120717, 74, 18, '57:46.0', 36.422615673420445, 99.97976610013345, 124, 70, 49, 'Female', 69.48659264382415, 1.665267420699596, 0.12432342129905972, 54, 25.057229162657972, 88, 'Low Risk'),
(120718, 84, 15, '56:46.0', 36.94318817887061, 96.06193900714237, 116, 73, 30, 'Female', 50.84844956517852, 1.9213181472195378, 0.12357140413399796, 43, 13.774604740936564, 87.33333333333333, 'High Risk'),
(120719, 86, 16, '55:46.0', 37.16907543226579, 96.75413246891543, 120, 79, 27, 'Female', 55.24198432874962, 1.8023180084202453, 0.071506855, 41, 17.00616647479621, 92.66666666666667, 'High Risk'),
(120720, 90, 15, '54:46.0', 37.13485830551054, 95.72535571481511, 133, 85, 51, 'Male', 89.94778047266358, 1.5749002875454647, 0.05383731, 48, 36.26471983932187, 101, 'High Risk'),
(120721, 75, 17, '53:46.0', 36.11912475247641, 98.76849507929889, 138, 84, 43, 'Male', 60.86821211605451, 1.5070406834156953, 0.14094680287606956, 54, 26.800357815609175, 102, 'Low Risk'),
(120722, 81, 17, '52:46.0', 36.384046279448974, 96.94138302310259, 123, 83, 22, 'Male', 99.12966959688572, 1.5462461333860131, 0.093205533, 40, 41.46163321783179, 96.33333333333333, 'High Risk'),
(120723, 63, 16, '51:46.0', 37.14403879270158, 95.89258066297246, 122, 73, 47, 'Male', 60.93114753200572, 1.7016277261975792, 0.061076395, 49, 21.043125764121292, 89.33333333333333, 'Low Risk'),
(120724, 81, 17, '50:46.0', 37.21991991551456, 98.21410664046984, 112, 82, 80, 'Male', 51.66834414031799, 1.8933158627564408, 0.051090251, 30, 14.413796839615747, 92, 'High Risk'),
(120725, 73, 17, '49:46.0', 36.03529029923087, 95.70571933316003, 115, 76, 65, 'Female', 87.03728432582622, 1.6533317604228388, 0.10530206344428575, 39, 31.840898534987105, 89, 'High Risk'),
(120726, 87, 16, '48:46.0', 37.373446360517846, 98.45410753048989, 126, 74, 79, 'Male', 71.31034874094748, 1.6170666303935501, 0.11208565253387265, 52, 27.270727895362008, 91.33333333333333, 'Low Risk'),
(120727, 71, 17, '47:46.0', 36.431346421916416, 99.83219744, 116, 72, 66, 'Female', 66.78991836943878, 1.7651106167283404, 0.056372112073554886, 44, 21.437150572364526, 86.66666666666667, 'Low Risk'),
(120728, 73, 15, '46:46.0', 36.34037205154985, 98.87559094558509, 114, 85, 82, 'Male', 75.57157629804678, 1.7318318007119156, 0.095153966, 29, 25.196897005984543, 94.66666666666667, 'Low Risk'),
(120729, 83, 16, '45:46.0', 37.144202674571744, 96.93771278291875, 120, 81, 18, 'Male', 67.75316392, 1.6903895205415782, 0.097867381, 39, 23.71133449885703, 94, 'Low Risk'),
(120730, 77, 17, '44:46.0', 36.216049823742516, 98.31269418, 133, 76, 62, 'Female', 93.48200685843624, 1.7672715685077505, 0.052060504, 57, 29.931015086772465, 95, 'Low Risk'),
(120731, 88, 16, '43:46.0', 36.66198011034338, 99.28042542433502, 125, 88, 22, 'Male', 65.45718996500868, 1.8790395898144774, 0.072884446, 37, 18.538965512508426, 100.33333333333333, 'Low Risk'),
(120732, 62, 19, '42:46.0', 37.18235278750427, 97.05529343189194, 122, 89, 82, 'Male', 78.02227292334527, 1.8597475477273955, 0.068367238, 33, 22.55852026203936, 100, 'Low Risk'),
(120733, 98, 13, '41:46.0', 36.34958349004851, 98.49730813702621, 122, 83, 41, 'Male', 91.37133886894051, 1.7648286209334305, 0.1031648663070778, 39, 29.336271221410815, 96, 'High Risk'),
(120734, 83, 12, '40:46.0', 36.68783626832984, 97.92291141320423, 117, 74, 20, 'Female', 93.91963645, 1.7381786315335157, 0.073728415, 43, 31.086196625800333, 88.33333333333333, 'High Risk'),
(120735, 71, 12, '39:46.0', 36.02149644179638, 95.03998368139247, 113, 89, 80, 'Male', 88.23147813, 1.754409832650012, 0.092410192, 24, 28.66562726815189, 97, 'Low Risk'),
(120736, 70, 17, '38:46.0', 37.473429660143644, 99.94256436067027, 129, 73, 28, 'Male', 99.14389022114483, 1.797456964485282, 0.1177360715942259, 56, 30.686612807473914, 91.66666666666666, 'High Risk'),
(120737, 85, 14, '37:46.0', 36.974736509811386, 96.02986989225471, 133, 76, 72, 'Female', 66.08352292537698, 1.5211026183690481, 0.094028514, 57, 28.561180864928797, 95, 'Low Risk'),
(120738, 82, 15, '36:46.0', 36.72747082425143, 95.90042852722034, 129, 80, 87, 'Female', 91.74991952724862, 1.7906694723287981, 0.066600495, 49, 28.61375356781358, 96.33333333333333, 'Low Risk'),
(120739, 88, 16, '35:46.0', 37.29887669268501, 97.85785269018615, 122, 89, 78, 'Male', 64.25056003372401, 1.8266879352739638, 0.14145812712119754, 33, 19.255207217731137, 100, 'Low Risk'),
(120740, 71, 18, '34:46.0', 36.51225116760102, 97.66626184954268, 111, 84, 44, 'Male', 81.53425785012675, 1.9822061941679803, 0.093729107, 27, 20.75116409122476, 93, 'Low Risk'),
(120741, 98, 16, '33:46.0', 37.03183164776904, 96.21752826870664, 120, 83, 18, 'Male', 91.35724545137163, 1.6345335357767858, 0.051959444, 37, 34.194426608189545, 95.33333333333333, 'High Risk'),
(120742, 89, 12, '32:46.0', 36.878078306317036, 98.85300846264809, 129, 82, 57, 'Male', 61.74360520915523, 1.808266706176684, 0.10313188005223815, 47, 18.882826904902053, 97.66666666666667, 'Low Risk'),
(120743, 65, 17, '31:46.0', 36.306131856098446, 96.47539220131743, 125, 76, 53, 'Female', 86.34299293149031, 1.8244036029327066, 0.086626451, 49, 25.94091294055721, 92.33333333333333, 'Low Risk'),
(120744, 60, 19, '30:46.0', 37.181919636901895, 95.12827714662866, 113, 83, 24, 'Male', 94.74020110898017, 1.882961153617732, 0.1382183009811303, 30, 26.720930747149534, 93, 'Low Risk'),
(120745, 87, 12, '29:46.0', 36.27166279708023, 98.65917908981066, 121, 73, 26, 'Female', 54.51627079579073, 1.6069609179692803, 0.1353752441547923, 48, 21.111325935086406, 89, 'Low Risk'),
(120746, 73, 14, '28:46.0', 36.151730599201876, 97.26288952216831, 117, 74, 53, 'Male', 60.058729259244906, 1.970723933562549, 0.094600925, 43, 15.464096714431546, 88.33333333333333, 'High Risk'),
(120747, 62, 18, '27:46.0', 36.48550940045415, 98.65908887502232, 139, 73, 49, 'Male', 74.07245221433185, 1.672609759388774, 0.066664135, 66, 26.47692038307583, 95, 'Low Risk'),
(120748, 73, 16, '26:46.0', 36.06619370929359, 96.87843952374185, 137, 71, 51, 'Female', 82.96998718991075, 1.9074848826304889, 0.13317824979666065, 66, 22.803358424766376, 93, 'Low Risk'),
(120749, 83, 12, '25:46.0', 36.617261289609516, 99.88741060364173, 122, 82, 86, 'Female', 75.91098823771468, 1.661372315168099, 0.096876126, 40, 27.502407135241924, 95.33333333333333, 'Low Risk'),
(120750, 73, 12, '24:46.0', 36.22343544238437, 99.99826825531619, 120, 79, 54, 'Male', 95.52897974821884, 1.5655365829858705, 0.083978663, 41, 38.977025967730135, 92.66666666666667, 'High Risk'),
(120751, 62, 18, '23:46.0', 36.97028103936661, 97.73203031854507, 116, 74, 86, 'Male', 66.72845580839738, 1.7229001208152177, 0.062334701, 42, 22.479718672951808, 88, 'Low Risk'),
(120752, 71, 16, '22:46.0', 37.05887233011566, 98.51552223455867, 132, 76, 67, 'Male', 73.65658993, 1.6438115766536932, 0.14565500738907305, 56, 27.25885058841374, 94.66666666666666, 'Low Risk'),
(120753, 93, 19, '21:46.0', 37.176245296853125, 95.40423686601676, 110, 87, 61, 'Male', 57.37121452315543, 1.8919533627342937, 0.061054229, 23, 16.02777327598617, 94.66666666666667, 'High Risk'),
(120754, 63, 18, '20:46.0', 36.89133213062233, 96.04821235370652, 127, 86, 18, 'Male', 72.69898187634548, 1.8167582581923472, 0.1378085234625449, 41, 22.025919254314484, 99.66666666666667, 'Low Risk'),
(120755, 88, 19, '19:46.0', 36.65137945161562, 97.01253163279311, 134, 85, 37, 'Male', 97.19342975, 1.7723239363298355, 0.1360357416000145, 49, 30.942165297183006, 101.33333333333333, 'High Risk'),
(120756, 75, 19, '18:46.0', 37.31060832337826, 99.66726557667526, 111, 89, 22, 'Female', 64.59153062467884, 1.6275369789590228, 0.1277347250768871, 22, 24.384499522819162, 96.33333333333333, 'Low Risk'),
(120757, 79, 12, '17:46.0', 37.122555782194404, 97.69746825161165, 125, 80, 25, 'Female', 99.43005701994754, 1.872450879883102, 0.13719992235919135, 45, 28.359385825762622, 95, 'Low Risk'),
(120758, 78, 12, '16:46.0', 36.29591392215928, 95.69216523, 124, 84, 62, 'Male', 56.15187240300401, 1.5781658112024983, 0.060313810865049736, 40, 22.54545379, 97.33333333333333, 'Low Risk'),
(120759, 77, 14, '15:46.0', 37.05464851544061, 95.98126775947476, 131, 89, 51, 'Female', 60.94315619123238, 1.619539398798098, 0.11364523921508435, 42, 23.234958811045544, 103, 'Low Risk'),
(120760, 78, 16, '14:46.0', 36.57766097293959, 98.23953293740044, 124, 82, 33, 'Female', 72.88425791034797, 1.6724470792366313, 0.10527717353131737, 42, 26.057273263639118, 96, 'Low Risk'),
(120761, 80, 14, '13:46.0', 36.18791966848282, 96.14617892958302, 115, 80, 52, 'Male', 56.824289878030214, 1.9679235547519534, 0.051123061, 35, 14.672954444765285, 91.66666666666667, 'High Risk'),
(120762, 68, 19, '12:46.0', 36.850833189183774, 96.92492018811916, 126, 73, 29, 'Female', 64.15435728817161, 1.9461423642170503, 0.093059249, 53, 16.93857788017299, 90.66666666666666, 'High Risk'),
(120763, 78, 19, '11:46.0', 37.476412939631395, 97.06626065, 117, 83, 24, 'Male', 76.94816959685207, 1.8845431216064057, 0.077083939, 34, 21.66636897793659, 94.33333333333333, 'Low Risk'),
(120764, 72, 18, '10:46.0', 36.394428657634634, 97.74532881616321, 137, 77, 64, 'Female', 57.65411438737388, 1.7508431508321927, 0.068499804, 60, 18.807705780304406, 97, 'Low Risk'),
(120765, 83, 17, '09:46.0', 36.88580484905603, 99.31461113015406, 112, 83, 50, 'Female', 88.67916608315329, 1.797315574173302, 0.10332596465128027, 29, 27.45193268461622, 92.66666666666667, 'Low Risk'),
(120766, 61, 17, '08:46.0', 36.86064504957873, 95.53355225593032, 123, 89, 69, 'Female', 61.98574777548176, 1.9669384656326252, 0.13807979547503546, 34, 16.02176279798454, 100.33333333333333, 'High Risk'),
(120767, 64, 13, '07:46.0', 36.848501356979256, 95.89099352965499, 112, 72, 84, 'Male', 86.79330394767929, 1.9360409495031705, 0.088002897, 40, 23.155658880981818, 85.33333333333333, 'Low Risk'),
(120768, 61, 14, '06:46.0', 36.34803482727497, 96.34361448509098, 129, 84, 48, 'Male', 92.33361060349301, 1.6403249641817397, 0.071629923, 45, 34.316266311480085, 99, 'High Risk'),
(120769, 97, 18, '05:46.0', 36.381332573460696, 98.82320039996033, 128, 70, 53, 'Male', 76.32881055308553, 1.7993640315439277, 0.09955653, 58, 23.574930710585164, 89.33333333333333, 'High Risk'),
(120770, 63, 12, '04:46.0', 36.817078890178266, 97.31817621085607, 134, 72, 25, 'Female', 98.82563441214808, 1.564098925712586, 0.081852219, 62, 40.39626155826671, 92.66666666666666, 'High Risk'),
(120771, 83, 18, '03:46.0', 36.58801839426998, 96.33801921722012, 139, 83, 25, 'Male', 89.690168, 1.5017406739584243, 0.093118956, 56, 39.76994133098671, 101.66666666666666, 'High Risk'),
(120772, 72, 14, '02:46.0', 36.73813681560416, 97.52659932239236, 138, 79, 39, 'Male', 64.82023775477697, 1.8168410760760807, 0.056789455791138345, 59, 19.637072317411974, 98.66666666666666, 'Low Risk'),
(120773, 63, 12, '01:46.0', 36.692178281255515, 96.94286907, 131, 70, 57, 'Female', 57.106385179470045, 1.9847254132309713, 0.13710992492549995, 61, 14.497189274666633, 90.33333333333333, 'High Risk'),
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(120950, 77, 13, '04:46.0', 37.35610229044817, 97.67600189399305, 137, 87, 42, 'Female', 91.34082267258356, 1.9937415872324187, 0.12584559830616104, 50, 22.97879142299448, 103.66666666666666, 'Low Risk'),
(120951, 68, 19, '03:46.0', 37.11721041578565, 98.66929433933961, 136, 84, 75, 'Female', 50.76142292660948, 1.9969599430969611, 0.11706000676449586, 52, 12.72902327649667, 101.33333333333333, 'High Risk'),
(120952, 82, 16, '02:46.0', 37.459480340057844, 95.84822594, 136, 86, 50, 'Female', 58.45284782, 1.871145149141667, 0.053213983, 50, 16.695165121152847, 102.66666666666666, 'High Risk'),
(120953, 72, 19, '01:46.0', 36.85216567240459, 98.94308028555118, 115, 81, 23, 'Female', 90.28777217140342, 1.8653019361772745, 0.080357873, 34, 25.94959923457286, 92.33333333333333, 'Low Risk'),
(120954, 81, 19, '00:46.0', 36.653525853345215, 98.15852168, 120, 71, 22, 'Female', 70.99124286759367, 1.9103905368842404, 0.13866226310781027, 49, 19.45182990348772, 87.33333333333333, 'Low Risk'),
(120955, 74, 13, '59:46.0', 36.778710328334114, 99.76702723415744, 120, 70, 29, 'Female', 72.11771692094621, 1.8341509831183522, 0.13036801362396103, 50, 21.43738480294632, 86.66666666666666, 'Low Risk'),
(120956, 85, 17, '58:46.0', 36.539361548629685, 95.76201666067766, 133, 88, 46, 'Male', 67.11236117411447, 1.7736074807484017, 0.098961045, 45, 21.334746888690812, 103, 'Low Risk'),
(120957, 98, 15, '57:46.0', 36.93822243899664, 97.99338078099241, 137, 72, 87, 'Male', 99.94406005149622, 1.8455648702480874, 0.08452812, 65, 29.342584103001748, 93.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(120958, 88, 18, '56:46.0', 36.46473851554781, 98.59841132723264, 129, 70, 65, 'Female', 99.89588972145638, 1.582432169408269, 0.12826593308743833, 59, 39.89306576772397, 89.66666666666666, 'High Risk'),
(120959, 66, 13, '55:46.0', 36.04858027, 95.4394056, 131, 78, 53, 'Male', 55.29772747, 1.547976343599114, 0.11808028328199577, 53, 23.07696252983304, 95.66666666666666, 'Low Risk'),
(120960, 80, 13, '54:46.0', 36.50329686344795, 96.9348331, 125, 85, 89, 'Female', 55.445217035837175, 1.865420195625031, 0.1031352888907932, 40, 15.93348366, 98.33333333333333, 'High Risk'),
(120961, 93, 16, '53:46.0', 36.90866038373072, 97.22862409264643, 116, 79, 75, 'Female', 81.24597325703503, 1.889247973403185, 0.061078716, 37, 22.76270738044411, 91.33333333333333, 'High Risk'),
(120962, 61, 15, '52:46.0', 37.08494753370916, 99.44506311012542, 116, 79, 66, 'Female', 68.62947965070347, 1.8732876665922804, 0.071781877, 37, 19.556978506426667, 91.33333333333333, 'Low Risk'),
(120963, 99, 13, '51:46.0', 36.68124865699967, 99.46376401197992, 129, 84, 32, 'Male', 61.01151064171351, 1.9601211755739782, 0.089944092, 45, 15.879833235304652, 99, 'High Risk'),
(120964, 87, 13, '50:46.0', 36.66584026914628, 98.12882531118906, 127, 72, 23, 'Male', 61.873961416989594, 1.5729417275231745, 0.10600036790531417, 55, 25.00821271866853, 90.33333333333333, 'Low Risk'),
(120965, 73, 19, '49:46.0', 37.263781709484135, 98.06521222176733, 135, 86, 50, 'Female', 59.34468718989715, 1.9966634948565138, 0.1066720859054503, 49, 14.885796907255406, 102.33333333333333, 'High Risk'),
(120966, 70, 15, '48:46.0', 36.55018604893997, 96.51900800267094, 115, 74, 50, 'Male', 95.73875254863067, 1.6921573264159624, 0.086082844, 41, 33.435381831434015, 87.66666666666667, 'High Risk'),
(120967, 71, 18, '47:46.0', 36.32912141819951, 98.25810700368864, 133, 79, 68, 'Female', 59.77335230342415, 1.8315852703246323, 0.1255085423474097, 54, 17.81776918880174, 97, 'High Risk'),
(120968, 90, 15, '46:46.0', 37.48353675131743, 97.78011417668863, 135, 72, 20, 'Male', 56.42943242943289, 1.9024237972702933, 0.096889723, 63, 15.591616439313928, 93, 'High Risk'),
(120969, 98, 16, '45:46.0', 36.27266078339745, 97.1687557, 138, 88, 41, 'Female', 97.47766624176154, 1.542103464197185, 0.082752426, 50, 40.99001690725493, 104.66666666666666, 'High Risk'),
(120970, 75, 18, '44:46.0', 36.15434658781284, 99.36615629, 130, 79, 46, 'Female', 63.75374899055201, 1.8479547452503775, 0.064126447, 51, 18.66908638001327, 96, 'Low Risk'),
(120971, 71, 18, '43:46.0', 36.25354323823552, 97.59932419296263, 122, 78, 78, 'Male', 95.56525852401776, 1.6771719268968375, 0.084436796, 44, 33.973858228765565, 92.66666666666667, 'High Risk'),
(120972, 79, 18, '42:46.0', 37.12598186, 95.89875278045403, 134, 70, 48, 'Female', 51.53173589765089, 1.6873062636112652, 0.060046838, 64, 18.10034842433806, 91.33333333333333, 'High Risk'),
(120973, 61, 18, '41:46.0', 36.239051874931214, 96.89780540493959, 117, 85, 24, 'Male', 65.02497015898257, 1.8822573000096203, 0.090100669, 32, 18.353638830901463, 95.66666666666667, 'High Risk'),
(120974, 81, 19, '40:46.0', 36.45309438441062, 96.88265923855721, 131, 82, 53, 'Female', 86.00136826219789, 1.9425632766731757, 0.093748375, 49, 22.790560816584296, 98.33333333333333, 'Low Risk'),
(120975, 97, 17, '39:46.0', 36.385059854767086, 99.11450156, 125, 89, 45, 'Male', 60.91988920256581, 1.627085119997185, 0.056973054, 36, 23.01116243040512, 101, 'High Risk'),
(120976, 92, 17, '38:46.0', 36.49853508390814, 97.83074949590709, 115, 84, 34, 'Female', 74.94018145, 1.9517151260899186, 0.11669979079112325, 31, 19.67351153803426, 94.33333333333333, 'High Risk'),
(120977, 64, 15, '37:46.0', 36.707925914495775, 96.90427276377207, 132, 81, 74, 'Male', 96.90297346277188, 1.7317230018428318, 0.11555099406734372, 51, 32.31322111483871, 98, 'High Risk'),
(120978, 92, 19, '36:46.0', 36.86727169572224, 98.20829663709105, 127, 86, 34, 'Male', 64.94609355052017, 1.7835166681278003, 0.12496165529974115, 41, 20.417317806111786, 99.66666666666667, 'High Risk'),
(120979, 60, 15, '35:46.0', 37.36665983453407, 99.09015402454415, 129, 75, 69, 'Female', 97.46220510018748, 1.9258530051543703, 0.063581026, 54, 26.277858029029865, 93, 'Low Risk'),
(120980, 79, 19, '34:46.0', 36.71884887547647, 96.14049955, 114, 75, 87, 'Female', 86.53239342871186, 1.953702611173001, 0.10006470536532439, 39, 22.67053673076256, 88, 'Low Risk'),
(120981, 87, 18, '33:46.0', 36.102281171028245, 98.24328436543259, 119, 75, 67, 'Female', 97.18160796170615, 1.7809494307082214, 0.14988196392959355, 44, 30.639445724533008, 89.66666666666667, 'High Risk'),
(120982, 98, 13, '32:46.0', 36.857000936397874, 97.03613508134744, 113, 79, 71, 'Female', 95.76600795727128, 1.5714867776673886, 0.105725464, 34, 38.778403166440874, 90.33333333333333, 'High Risk'),
(120983, 78, 18, '31:46.0', 37.25994986107043, 95.62039392875174, 117, 84, 32, 'Female', 86.57231300765035, 1.6544896823349964, 0.1120391327827335, 33, 31.62648267, 95, 'High Risk'),
(120984, 61, 18, '30:46.0', 37.282848173410784, 99.65832423085112, 114, 89, 41, 'Female', 71.90012427603008, 1.9087374678304934, 0.11304367980410464, 25, 19.735005136890074, 97.33333333333333, 'Low Risk'),
(120985, 85, 13, '29:46.0', 36.58693980071691, 98.10878205051145, 137, 81, 50, 'Male', 75.72302246522254, 1.8641945698598703, 0.11732085408371352, 56, 21.789409615609106, 99.66666666666666, 'Low Risk'),
(120986, 65, 19, '28:46.0', 36.74143933539259, 96.10448379365496, 120, 76, 42, 'Male', 87.54517143331275, 1.6127650473463944, 0.12200087512504516, 44, 33.65813068, 90.66666666666667, 'High Risk'),
(120987, 72, 19, '27:46.0', 36.41033320752451, 95.54744454338571, 113, 82, 41, 'Female', 77.99160507305498, 1.666059783915181, 0.13469098086168535, 31, 28.097436320205844, 92.33333333333333, 'Low Risk'),
(120988, 72, 14, '26:46.0', 36.96381284467759, 96.87893502989115, 136, 75, 34, 'Male', 86.34131158688014, 1.7103997174207008, 0.10862141741167122, 61, 29.513683073617475, 95.33333333333333, 'Low Risk'),
(120989, 66, 13, '25:46.0', 36.79697768310008, 98.13520613244985, 135, 81, 86, 'Male', 70.26233355123826, 1.9180699372059866, 0.12689627697349387, 54, 19.098255208784988, 99, 'Low Risk'),
(120990, 92, 13, '24:46.0', 37.188792787922765, 97.17028941893392, 115, 85, 50, 'Female', 50.87037049155468, 1.6069208770822774, 0.058194433309431075, 30, 19.700439470755533, 95, 'High Risk'),
(120991, 71, 18, '23:46.0', 36.01067941600045, 97.09183061, 131, 83, 57, 'Female', 72.21249674833163, 1.6551383325733349, 0.14247068028497917, 48, 26.359900530700042, 99, 'Low Risk'),
(120992, 89, 15, '22:46.0', 36.77728131631496, 95.99513273591215, 128, 78, 86, 'Female', 84.99704821355515, 1.5192599809207163, 0.14681916433697798, 50, 36.82473645701856, 94.66666666666666, 'High Risk'),
(120993, 77, 16, '21:46.0', 36.64374521391893, 97.12825745817412, 113, 89, 26, 'Female', 73.62196706206839, 1.6902305159973845, 0.09574874, 24, 25.77006656, 97, 'Low Risk'),
(120994, 87, 16, '20:46.0', 36.93405221445053, 97.20170598897245, 120, 82, 73, 'Female', 51.09692438073697, 1.7469033200219375, 0.14456209809920179, 38, 16.743915341078804, 94.66666666666667, 'High Risk'),
(120995, 92, 13, '19:46.0', 37.30299540496695, 97.88639159708735, 112, 84, 87, 'Male', 66.87347093822243, 1.8911525491926433, 0.078710166, 28, 18.698240439400145, 93.33333333333333, 'High Risk'),
(120996, 65, 13, '18:46.0', 36.00738139016714, 97.94841735973728, 132, 82, 57, 'Male', 76.96401000880213, 1.587366046936783, 0.10843072786855305, 50, 30.54453472126909, 98.66666666666666, 'High Risk'),
(120997, 90, 12, '17:46.0', 37.05793941, 98.99577236257615, 129, 70, 47, 'Female', 75.76805610311149, 1.5941992847666184, 0.051137552, 59, 29.812673598853905, 89.66666666666666, 'Low Risk'),
(120998, 80, 18, '16:46.0', 36.00540993358083, 97.64552604249654, 112, 83, 61, 'Female', 76.69595853811074, 1.932607881434931, 0.11918892493065417, 29, 20.53454039721693, 92.66666666666667, 'Low Risk'),
(120999, 60, 12, '15:46.0', 36.71383279136026, 95.36729295753156, 132, 82, 35, 'Female', 53.24068725309294, 1.8156327971873103, 0.13934032448933906, 50, 16.15056108139102, 98.66666666666666, 'High Risk'),
(121000, 79, 12, '14:46.0', 36.874261987527035, 99.56702246127429, 131, 89, 38, 'Male', 68.71308871124475, 1.7773211492287373, 0.11314629264865533, 42, 21.75242366481651, 103, 'Low Risk'),
(121001, 76, 14, '13:46.0', 37.04085340869351, 98.91991112, 120, 83, 82, 'Female', 71.18901081197582, 1.883408243, 0.13474196474716627, 37, 20.06892106810214, 95.33333333333333, 'Low Risk'),
(121002, 60, 15, '12:46.0', 36.02341335322333, 98.69981721368087, 137, 78, 58, 'Female', 51.11173884540179, 1.8948688785388437, 0.1426938128049675, 59, 14.235159256162166, 97.66666666666666, 'High Risk'),
(121003, 77, 15, '11:46.0', 36.81255623978047, 96.86641122837494, 129, 80, 36, 'Female', 76.24272758196419, 1.6398979331013934, 0.12684317188628974, 49, 28.350765370171626, 96.33333333333333, 'Low Risk'),
(121004, 72, 13, '10:46.0', 36.80960148300271, 98.98137628, 125, 75, 20, 'Male', 96.46092657345991, 1.8854674644818155, 0.14448956556498715, 50, 27.13397021951457, 91.66666666666666, 'Low Risk'),
(121005, 66, 17, '09:46.0', 36.59764626, 96.34742912299652, 110, 87, 44, 'Female', 63.11239023781505, 1.5442076897388237, 0.11777499519521926, 23, 26.46690794254235, 94.66666666666667, 'Low Risk'),
(121006, 80, 16, '08:46.0', 36.030106543240635, 95.3269326, 118, 81, 44, 'Female', 53.78375092460686, 1.8651422142788499, 0.096798641, 37, 15.460629883813771, 93.33333333333333, 'High Risk'),
(121007, 64, 19, '07:46.0', 36.882479059423446, 99.67105847621492, 123, 77, 73, 'Female', 56.28236153121444, 1.9766829353000714, 0.072946115, 46, 14.404503236838766, 92.33333333333333, 'High Risk'),
(121008, 91, 12, '06:46.0', 37.027278729146545, 95.69657405627488, 117, 71, 89, 'Female', 88.58441694265566, 1.9575469987891747, 0.12633069240391098, 46, 23.117077838491642, 86.33333333333333, 'High Risk'),
(121009, 61, 13, '05:46.0', 36.241119147281424, 96.35290225680066, 139, 84, 26, 'Female', 81.70346617, 1.8758296146184081, 0.059754864, 55, 23.21954500595261, 102.33333333333333, 'Low Risk'),
(121010, 73, 18, '04:46.0', 37.04075677435354, 99.83982389290814, 131, 83, 32, 'Female', 60.98609746379579, 1.699261084539017, 0.1302980524217468, 48, 21.120812461763183, 99, 'Low Risk'),
(121011, 75, 15, '03:46.0', 36.31740596487846, 98.80330062746754, 124, 77, 81, 'Female', 94.40528757684083, 1.816344652057877, 0.068775079, 47, 28.615398641015155, 92.66666666666667, 'Low Risk'),
(121012, 71, 18, '02:46.0', 36.83555830333632, 97.72581186551733, 118, 86, 42, 'Female', 99.62125450545228, 1.8056851335880733, 0.11269122975039114, 32, 30.55399206241167, 96.66666666666667, 'High Risk'),
(121013, 88, 17, '01:46.0', 36.85485788940024, 97.71556764650244, 127, 71, 46, 'Male', 58.67214048001563, 1.812379968840619, 0.1127719690523679, 56, 17.862137385400633, 89.66666666666666, 'High Risk'),
(121014, 71, 17, '00:46.0', 36.41702500823575, 98.34349095, 124, 76, 19, 'Male', 91.26382121881856, 1.8251870878901655, 0.058802487, 48, 27.395792823562196, 92, 'Low Risk'),
(121015, 81, 17, '59:46.0', 37.29543736417054, 96.7323635, 116, 81, 65, 'Female', 56.95071389011599, 1.8997054446953663, 0.13050492326357527, 35, 15.78071358281003, 92.66666666666667, 'High Risk'),
(121016, 85, 18, '58:46.0', 36.90237324608689, 99.77541789782286, 118, 72, 58, 'Male', 57.249747566946056, 1.817902619171317, 0.099100502, 46, 17.323368564605342, 87.33333333333333, 'High Risk'),
(121017, 63, 14, '57:46.0', 37.24416677759889, 97.39767524061645, 131, 84, 76, 'Female', 95.79519427, 1.8193951230910819, 0.099194149, 47, 28.939409818785073, 99.66666666666667, 'Low Risk'),
(121018, 83, 18, '56:46.0', 36.65840400442549, 97.70008892871775, 126, 85, 87, 'Male', 91.95164187728639, 1.7828440227879376, 0.057083073, 41, 28.92895791411626, 98.66666666666667, 'Low Risk'),
(121019, 74, 19, '55:46.0', 37.47619904861597, 96.88192837349112, 138, 87, 77, 'Male', 63.56150904851197, 1.8719756798931892, 0.14410206341826276, 51, 18.138183658144523, 104, 'High Risk'),
(121020, 66, 18, '54:46.0', 36.20342339559641, 96.81984443526386, 135, 76, 89, 'Female', 96.09665864461765, 1.9236014356233908, 0.1217251113715614, 59, 25.970367910394035, 95.66666666666666, 'Low Risk'),
(121021, 76, 18, '53:46.0', 36.904499730666465, 99.61363308921068, 127, 84, 23, 'Female', 86.57178942, 1.5804737292605615, 0.13298009908393674, 43, 34.65786706924891, 98.33333333333333, 'High Risk'),
(121022, 98, 15, '52:46.0', 36.69718510843389, 95.23801646793873, 117, 78, 19, 'Female', 94.55638117, 1.8064676414316703, 0.12939140269353755, 39, 28.97546867904441, 91, 'High Risk'),
(121023, 87, 16, '51:46.0', 36.48022189736267, 96.46728965490723, 135, 88, 46, 'Male', 57.356738854592294, 1.8389580075546184, 0.14315014533052778, 47, 16.960584932864425, 103.66666666666667, 'High Risk'),
(121024, 81, 14, '50:46.0', 36.89190921019562, 98.30219885700419, 115, 77, 86, 'Male', 53.117063940662085, 1.9307309697851232, 0.1350318959371345, 38, 14.249201746717866, 89.66666666666667, 'High Risk'),
(121025, 75, 15, '49:46.0', 36.67005508319356, 98.30661014036112, 128, 77, 70, 'Female', 80.09737871, 1.754457902983211, 0.10255645701803376, 51, 26.02150429185854, 94, 'Low Risk'),
(121026, 75, 17, '48:46.0', 37.25969656787988, 95.24413010672407, 123, 78, 46, 'Female', 90.21547605574318, 1.8243817877437274, 0.080474927, 45, 27.10501106226049, 93, 'Low Risk'),
(121027, 79, 15, '47:46.0', 37.419229906475366, 97.95936679, 126, 77, 63, 'Male', 59.80720017999246, 1.5857024955747732, 0.080123347, 49, 23.785377712309348, 93.33333333333333, 'Low Risk'),
(121028, 64, 17, '46:46.0', 36.66719334931761, 98.72277009144408, 136, 71, 30, 'Female', 66.41075056227943, 1.5604423462567087, 0.10820024391590921, 65, 27.273629329215908, 92.66666666666666, 'Low Risk'),
(121029, 69, 17, '45:46.0', 37.24741309225796, 95.61096774798277, 136, 87, 33, 'Female', 71.29129463137457, 1.8088363281011506, 0.064064518, 49, 21.78903307579973, 103.33333333333333, 'Low Risk'),
(121030, 89, 12, '44:46.0', 36.66552596433186, 97.55439356232452, 121, 83, 56, 'Female', 97.84112854503557, 1.5235435448553547, 0.13280593673416874, 38, 42.15137155, 95.66666666666667, 'High Risk'),
(121031, 88, 18, '43:46.0', 36.11979197920556, 98.67825038275882, 133, 88, 39, 'Female', 52.25968919274335, 1.8579492004585558, 0.064520224, 45, 15.139068413960805, 103, 'High Risk'),
(121032, 92, 17, '42:46.0', 36.41244072258046, 96.68504807265037, 110, 88, 69, 'Female', 82.18112574, 1.8066493559269452, 0.1344206960641372, 22, 25.178180631317726, 95.33333333333333, 'High Risk'),
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(121209, 86, 12, '45:46.0', 37.30003613904119, 97.39431429, 139, 73, 41, 'Male', 89.11439679684185, 1.7001377829491604, 0.052635969, 66, 30.830433676157384, 95, 'High Risk'),
(121210, 67, 15, '44:46.0', 36.85812651959269, 95.30015307990979, 118, 81, 69, 'Female', 78.83917814164423, 1.9524135172445745, 0.054347937155723516, 37, 20.68228302005509, 93.33333333333333, 'Low Risk'),
(121211, 90, 15, '43:46.0', 36.33149190124427, 96.13670886393152, 111, 79, 81, 'Male', 57.24252315704361, 1.5826578469225616, 0.11423088679419077, 32, 22.853077781971606, 89.66666666666667, 'Low Risk'),
(121212, 86, 12, '42:46.0', 36.98707399338236, 97.40454296590092, 129, 82, 25, 'Male', 88.84147918012948, 1.9670888704392744, 0.1412931432355326, 47, 22.959785076926543, 97.66666666666667, 'Low Risk'),
(121213, 90, 13, '41:46.0', 36.297353805813245, 95.77807515936507, 133, 77, 67, 'Male', 65.15980053389859, 1.6376670044698542, 0.14175586257427814, 56, 24.295651433445467, 95.66666666666666, 'Low Risk'),
(121214, 63, 12, '40:46.0', 37.00424124896772, 99.27071741574734, 113, 75, 65, 'Female', 88.40008354, 1.5747536258946295, 0.14962788473436667, 38, 35.64736569522169, 87.66666666666667, 'High Risk'),
(121215, 76, 19, '39:46.0', 36.52600095833565, 95.00187812368623, 120, 89, 45, 'Male', 92.12667309183146, 1.8613056938702324, 0.061806011, 31, 26.591937189158507, 99.33333333333333, 'Low Risk'),
(121216, 60, 16, '38:46.0', 37.29505962, 96.36950640881216, 139, 78, 29, 'Male', 73.23769093136883, 1.758152382085755, 0.1025013105529396, 61, 23.693085213145814, 98.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(121218, 94, 15, '36:46.0', 36.687940282266645, 97.77410829278921, 132, 87, 88, 'Male', 74.19205876040547, 1.8675538971579062, 0.12865844759899597, 45, 21.272137615594904, 102, 'High Risk'),
(121219, 68, 14, '35:46.0', 37.20718615282381, 95.58989518275912, 113, 80, 32, 'Male', 51.37841520975905, 1.802062167, 0.12610005408065278, 33, 15.821263592586586, 91, 'High Risk'),
(121220, 89, 16, '34:46.0', 36.84497740546441, 99.35765724110209, 129, 86, 53, 'Male', 65.78972907, 1.795225583641616, 0.066410456, 43, 20.413620675098038, 100.33333333333333, 'Low Risk'),
(121221, 93, 18, '33:46.0', 36.33790101950359, 96.46331988647623, 139, 88, 20, 'Female', 56.57675388941345, 1.951077348477521, 0.071277868, 51, 14.862403651789887, 105, 'High Risk'),
(121222, 69, 12, '32:46.0', 37.26793033955095, 98.19406870131415, 139, 77, 20, 'Female', 89.61488481630468, 1.5961158760425138, 0.12421933164093397, 62, 35.17639392520118, 97.66666666666666, 'High Risk'),
(121223, 76, 18, '31:46.0', 36.07753338787485, 96.49461233053408, 126, 82, 60, 'Male', 68.26745398371898, 1.989037392123276, 0.055165046653981586, 44, 17.255510454240472, 96.66666666666667, 'High Risk'),
(121224, 65, 13, '30:46.0', 36.08479217518511, 97.39813062639566, 126, 83, 83, 'Male', 60.952514561153954, 1.6194194280627272, 0.083821192, 43, 23.24197001460671, 97.33333333333333, 'Low Risk'),
(121225, 85, 12, '29:46.0', 36.39687418208463, 97.41290673356609, 113, 86, 57, 'Male', 52.72205213799575, 1.5088660718024027, 0.05168611, 27, 23.157459861581547, 95, 'Low Risk'),
(121226, 84, 17, '28:46.0', 37.35907043033872, 95.48240063112573, 126, 85, 41, 'Male', 83.64438453500995, 1.6306089010348666, 0.095370701, 41, 31.458439279967287, 98.66666666666667, 'High Risk'),
(121227, 67, 16, '27:46.0', 36.27263405062583, 99.80046623340809, 125, 87, 27, 'Female', 91.33574079086688, 1.651116199372015, 0.11895596939260179, 38, 33.503137429607705, 99.66666666666667, 'High Risk'),
(121228, 88, 13, '26:46.0', 36.75407724184135, 97.99632419580462, 126, 85, 73, 'Male', 87.90543382, 1.6301722179199931, 0.054101508772934695, 41, 33.07872387, 98.66666666666667, 'High Risk'),
(121229, 98, 16, '25:46.0', 37.09666020604425, 96.58764018678285, 130, 85, 57, 'Female', 73.62289010230342, 1.9016384766527143, 0.064415947, 45, 20.359023784711002, 100, 'High Risk'),
(121230, 99, 13, '24:46.0', 37.24675671011414, 95.25305053707045, 111, 84, 69, 'Female', 84.87162311731626, 1.543777333656858, 0.055078467, 27, 35.61173947548586, 93, 'High Risk'),
(121231, 69, 14, '23:46.0', 36.23976487890459, 95.20765656044861, 119, 87, 89, 'Male', 98.81208722457728, 1.6024616635060707, 0.11625081169476904, 32, 38.47997454965487, 97.66666666666667, 'High Risk'),
(121232, 97, 13, '22:46.0', 36.149660364867465, 96.65019761814938, 130, 73, 67, 'Male', 54.88602261715951, 1.663283305038992, 0.12317628599809641, 57, 19.839435164863463, 92, 'High Risk'),
(121233, 89, 14, '21:46.0', 37.32477433303835, 98.29627731039938, 120, 70, 80, 'Male', 76.88603625867623, 1.641497705409404, 0.10016003986652422, 50, 28.534279578235175, 86.66666666666666, 'Low Risk'),
(121234, 66, 19, '20:46.0', 36.881102203906565, 97.68452344826422, 112, 76, 75, 'Female', 83.40890375815127, 1.8533884620641112, 0.13709313192170314, 36, 24.281723150221872, 88, 'Low Risk'),
(121235, 92, 15, '19:46.0', 37.309044140565106, 96.03265386365226, 129, 87, 82, 'Male', 87.63608961068033, 1.7301096268302762, 0.1080224760300107, 42, 29.27761836331766, 101, 'High Risk'),
(121236, 64, 13, '18:46.0', 36.48630714586766, 99.99363912138755, 113, 85, 28, 'Female', 99.18304197628902, 1.7670675530366982, 0.1038170653823146, 28, 31.76370246489328, 94.33333333333333, 'High Risk'),
(121237, 71, 15, '17:46.0', 36.690146118970915, 99.41696262085222, 116, 88, 35, 'Female', 51.22505670393803, 1.5894535237448058, 0.074990051, 28, 20.276210013368075, 97.33333333333333, 'Low Risk'),
(121238, 78, 16, '16:46.0', 36.944118175189956, 97.68616305094206, 128, 75, 79, 'Male', 90.71079713608978, 1.673721159982603, 0.077420276, 53, 32.38118739282688, 92.66666666666666, 'High Risk'),
(121239, 80, 17, '15:46.0', 37.183299400836084, 99.30939471, 112, 83, 47, 'Female', 56.65272739396538, 1.696388946737705, 0.081226304, 29, 19.686565429212077, 92.66666666666667, 'Low Risk'),
(121240, 67, 12, '14:46.0', 36.23465621198677, 97.17228250429058, 131, 72, 70, 'Female', 61.84162548112862, 1.9486036333345709, 0.11080899185345958, 59, 16.28672938, 91.66666666666666, 'High Risk'),
(121241, 75, 17, '13:46.0', 37.25060913042897, 96.20674571526138, 136, 86, 24, 'Male', 51.461788696982026, 1.528617156509227, 0.076126006, 50, 22.023554734498717, 102.66666666666666, 'Low Risk'),
(121242, 93, 16, '12:46.0', 36.120304775581516, 98.30751299, 138, 85, 79, 'Male', 99.61313608795032, 1.7734931383640247, 0.092722262, 53, 31.67069457, 102.66666666666666, 'High Risk'),
(121243, 67, 18, '11:46.0', 36.28629077510225, 99.57344500971719, 127, 75, 54, 'Male', 98.50583706993315, 1.9952318440384016, 0.14396969654829866, 52, 24.74430332252662, 92.33333333333333, 'Low Risk'),
(121244, 83, 13, '10:46.0', 37.134946218433356, 99.71010045489206, 136, 89, 36, 'Male', 56.079109612362785, 1.8580819518530358, 0.079103276, 47, 16.24319207136907, 104.66666666666667, 'High Risk'),
(121245, 72, 14, '09:46.0', 36.52540641494038, 99.97953849068816, 135, 87, 80, 'Male', 65.95719893418594, 1.6658088982867811, 0.05011878, 48, 23.769051329236436, 103, 'Low Risk'),
(121246, 85, 15, '08:46.0', 36.95547540047901, 95.16866637725803, 112, 82, 73, 'Female', 62.31680889, 1.7440407749100022, 0.064562904, 30, 20.48764014227207, 92, 'Low Risk'),
(121247, 85, 14, '07:46.0', 37.350303409796524, 96.09371004407195, 134, 85, 53, 'Female', 53.03011785449656, 1.9529733840754586, 0.13841017839031683, 49, 13.903685743718064, 101.33333333333333, 'High Risk'),
(121248, 90, 14, '06:46.0', 36.18796157501821, 97.86568519116912, 131, 80, 72, 'Female', 56.63494207944664, 1.9102480805132707, 0.14412774866785527, 51, 15.52047171861551, 97, 'High Risk'),
(121249, 94, 19, '05:46.0', 37.14025462913294, 98.37349240003924, 129, 83, 35, 'Male', 56.651157534034795, 1.7419438199055604, 0.13131404664136292, 46, 18.669835847631678, 98.33333333333333, 'High Risk'),
(121250, 78, 14, '04:46.0', 37.40637274861141, 96.01288968095378, 125, 83, 46, 'Female', 79.07612060767347, 1.5093192462170055, 0.10643712354082077, 42, 34.712279583505946, 97, 'High Risk'),
(121251, 93, 13, '03:46.0', 36.12561902255861, 98.91748338221524, 138, 82, 33, 'Female', 65.21860455287434, 1.9425372295416494, 0.076932371, 56, 17.283544025335516, 100.66666666666666, 'High Risk'),
(121252, 84, 13, '02:46.0', 36.151775600013536, 99.31923962030103, 126, 84, 25, 'Female', 89.63338954900661, 1.8384235339414068, 0.1407005462064057, 42, 26.520315000264965, 98, 'Low Risk'),
(121253, 68, 17, '01:46.0', 36.88965589472983, 98.86350221510077, 129, 84, 50, 'Female', 65.99390682363097, 1.6342011198816837, 0.060375907, 45, 24.711142874234742, 99, 'Low Risk'),
(121254, 80, 15, '00:46.0', 36.956998911577905, 95.82255248, 119, 76, 43, 'Female', 86.21315853, 1.952548594759046, 0.0936373, 43, 22.61360769381049, 90.33333333333333, 'Low Risk'),
(121255, 69, 16, '59:46.0', 36.065064501872406, 97.60527738956074, 128, 77, 47, 'Male', 67.59566996519982, 1.931349500081231, 0.097154915, 51, 18.12162478061594, 94, 'High Risk'),
(121256, 61, 19, '58:46.0', 37.198553446124365, 98.19024423878892, 120, 74, 32, 'Female', 93.56042114737554, 1.8409769430439837, 0.09417125, 46, 27.60549058059193, 89.33333333333333, 'Low Risk'),
(121257, 88, 12, '57:46.0', 36.21896806595567, 95.03979539033668, 113, 88, 82, 'Male', 77.62257465168004, 1.8656466407995969, 0.090769713, 25, 22.30125290040456, 96.33333333333333, 'Low Risk'),
(121258, 66, 16, '56:46.0', 36.48583278829203, 98.51671276304121, 132, 83, 88, 'Male', 50.782123923000704, 1.6976425749575785, 0.1272933035685717, 49, 17.62050472762417, 99.33333333333333, 'High Risk'),
(121259, 82, 19, '55:46.0', 36.72964626499188, 99.65454854448446, 126, 85, 46, 'Male', 95.95425402601327, 1.5576973580490407, 0.12281459562205971, 41, 39.545590679452985, 98.66666666666667, 'High Risk'),
(121260, 83, 12, '54:46.0', 36.184148408419084, 97.22472446473445, 123, 73, 88, 'Female', 93.71324835787902, 1.9457189555437393, 0.07468365, 50, 24.753736987994955, 89.66666666666666, 'Low Risk'),
(121261, 67, 12, '53:46.0', 36.70469534097585, 95.70846662277538, 120, 86, 47, 'Male', 94.10653067603636, 1.821480244678501, 0.14791220292026142, 34, 28.36421916, 97.33333333333333, 'Low Risk'),
(121262, 84, 13, '52:46.0', 36.371955401311396, 95.20720822, 124, 81, 50, 'Male', 96.21939771509703, 1.8546118970113856, 0.07100825, 43, 27.974127589098504, 95.33333333333333, 'Low Risk'),
(121263, 73, 18, '51:46.0', 37.378675397530124, 99.02444755000971, 131, 82, 87, 'Female', 85.38659405468826, 1.8107390772737217, 0.066869247, 49, 26.04221633296025, 98.33333333333333, 'Low Risk'),
(121264, 94, 19, '50:46.0', 37.41307597842934, 98.09670852053958, 135, 76, 60, 'Female', 65.92524904814013, 1.6640084014811065, 0.072922243, 59, 23.808977781890878, 95.66666666666666, 'High Risk'),
(121265, 61, 13, '49:46.0', 36.66205527912041, 97.84389235634066, 111, 73, 63, 'Female', 70.65166374172368, 1.6196113647669128, 0.14169750701929829, 38, 26.933994197077443, 85.66666666666667, 'Low Risk'),
(121266, 76, 15, '48:46.0', 37.227313391752126, 96.95457706947192, 120, 72, 50, 'Male', 57.964560510159465, 1.9692217162811745, 0.071802181, 48, 14.947663567044062, 88, 'High Risk'),
(121267, 64, 14, '47:46.0', 37.39326910312123, 97.06096707977963, 135, 86, 30, 'Female', 68.29891785, 1.6615646026587116, 0.12558862344978594, 49, 24.738841578735656, 102.33333333333333, 'Low Risk'),
(121268, 80, 19, '46:46.0', 37.27447544791693, 95.37765226995606, 134, 74, 48, 'Female', 60.82128207421328, 1.6994052765720489, 0.060625534, 60, 21.06015900455776, 94, 'Low Risk'),
(121269, 82, 14, '45:46.0', 36.033539967670706, 98.03539860586525, 127, 70, 66, 'Female', 52.07545362802483, 1.9375916963278028, 0.14947389300054198, 57, 13.871024300001753, 89, 'High Risk'),
(121270, 80, 14, '44:46.0', 37.19770915057467, 97.88265253354177, 118, 74, 52, 'Female', 79.75362944508889, 1.5801264529077845, 0.05986529, 44, 31.94234299612064, 88.66666666666667, 'High Risk'),
(121271, 65, 18, '43:46.0', 36.453174841074734, 95.10081633760362, 126, 82, 22, 'Male', 84.96332355020562, 1.667451102503786, 0.090674388, 44, 30.558024737133177, 96.66666666666667, 'High Risk'),
(121272, 62, 15, '42:46.0', 36.091282088948205, 99.16202410946009, 121, 81, 85, 'Male', 61.52836288706514, 1.9786718897170417, 0.1339127689781895, 40, 15.715485124111783, 94.33333333333333, 'High Risk'),
(121273, 90, 15, '41:46.0', 36.04149762992052, 99.05354175458723, 126, 72, 48, 'Male', 78.85988522223421, 1.6159571853095316, 0.1347031632839339, 54, 30.19926969997693, 90, 'High Risk'),
(121274, 80, 12, '40:46.0', 37.313473158577075, 97.34558327637714, 123, 71, 21, 'Male', 94.14808247445876, 1.6944756163785493, 0.086303602, 52, 32.78995583625613, 88.33333333333333, 'High Risk'),
(121275, 61, 16, '39:46.0', 36.657020125777386, 99.65288128898011, 123, 88, 36, 'Male', 96.48233104, 1.862157540973886, 0.1394963692479248, 35, 27.82370418950872, 99.66666666666667, 'Low Risk'),
(121276, 69, 12, '38:46.0', 36.74493928, 96.99083557289147, 126, 75, 22, 'Male', 87.82752197197001, 1.5352678684511663, 0.1167167499815673, 51, 37.261669380268756, 92, 'High Risk'),
(121277, 63, 19, '37:46.0', 37.10252619905454, 95.62856474964612, 133, 81, 81, 'Female', 58.19653211, 1.5717085068099075, 0.14115500976867063, 52, 23.558796378712035, 98.33333333333333, 'Low Risk'),
(121278, 87, 12, '36:46.0', 36.74997568, 99.43943950252967, 133, 75, 68, 'Male', 58.10057736570437, 1.7334351579163088, 0.052032990720554895, 58, 19.335938077791706, 94.33333333333333, 'Low Risk'),
(121279, 88, 19, '35:46.0', 36.22390775777183, 95.70726906930634, 113, 73, 29, 'Male', 82.81085628963382, 1.7063563800858903, 0.056084213, 40, 28.44119199796754, 86.33333333333333, 'Low Risk'),
(121280, 74, 15, '34:46.0', 36.381148594738846, 95.25954395, 136, 85, 78, 'Male', 82.18756278213627, 1.8680244007903044, 0.13774177663104392, 51, 23.552716915623357, 102, 'Low Risk'),
(121281, 85, 14, '33:46.0', 37.33337890275297, 98.08229144, 118, 76, 79, 'Male', 95.18809740609395, 1.5115892330268001, 0.1161283503811027, 42, 41.65959722315771, 90, 'High Risk'),
(121282, 74, 13, '32:46.0', 36.75411889745639, 99.22886349335108, 112, 78, 41, 'Male', 78.28202605329527, 1.8225526923967366, 0.051557242, 34, 23.566868087618555, 89.33333333333333, 'Low Risk'),
(121283, 80, 13, '31:46.0', 36.894537110862004, 97.67570975, 117, 85, 81, 'Female', 83.69193122893185, 1.6582403079344215, 0.13562536090291444, 32, 30.436075607502744, 95.66666666666667, 'High Risk'),
(121284, 66, 17, '30:46.0', 36.766902663529166, 98.29534762433569, 127, 80, 28, 'Male', 91.68337744136454, 1.588750966028348, 0.11350110954508659, 47, 36.32276895647574, 95.66666666666667, 'High Risk'),
(121285, 68, 19, '29:46.0', 36.89060188697139, 99.67632328270442, 129, 71, 59, 'Female', 70.5969665, 1.9884728177099693, 0.079334196, 58, 17.854460133674973, 90.33333333333333, 'High Risk'),
(121286, 70, 16, '28:46.0', 36.770987330744966, 97.93385854719425, 138, 75, 28, 'Female', 58.42187721, 1.819252933656329, 0.10899405577890486, 63, 17.65181388659591, 96, 'High Risk'),
(121287, 78, 17, '27:46.0', 36.864398919554056, 95.35766065, 139, 85, 68, 'Male', 95.83603332, 1.8693032479550298, 0.097168803, 54, 27.426431768158103, 103, 'Low Risk'),
(121288, 96, 13, '26:46.0', 37.20506331255089, 98.55130354, 131, 70, 32, 'Male', 89.00174390598492, 1.5052512232589719, 0.14296664780908208, 61, 39.28081940724506, 90.33333333333333, 'High Risk'),
(121289, 89, 13, '25:46.0', 36.27878132589275, 95.08824006039397, 122, 83, 56, 'Male', 78.12531714471763, 1.8494541805938858, 0.10877632037441114, 39, 22.84044919025384, 96, 'Low Risk'),
(121290, 64, 18, '24:46.0', 36.99183485481034, 96.52411032751257, 110, 84, 33, 'Male', 58.90199671716731, 1.8157665982572129, 0.068306285, 26, 17.865285936413798, 92.66666666666667, 'High Risk'),
(121291, 60, 15, '23:46.0', 36.53867556021871, 96.88104486987157, 114, 76, 61, 'Female', 79.87136961, 1.8435349400106436, 0.060213504116835105, 38, 23.50111055107429, 88.66666666666667, 'Low Risk'),
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(121468, 82, 19, '26:46.0', 36.44375570662837, 97.86556989550688, 113, 71, 46, 'Female', 87.21347819372058, 1.8668316357051842, 0.1119131383823052, 42, 25.024954888321165, 85, 'Low Risk'),
(121469, 77, 14, '25:46.0', 36.408216246602684, 96.36655428501037, 129, 80, 41, 'Male', 78.96639641826458, 1.8661394233747037, 0.12070327245425057, 49, 22.67535757, 96.33333333333333, 'Low Risk'),
(121470, 81, 15, '24:46.0', 37.373578761082214, 97.72165224, 135, 79, 54, 'Male', 63.08073578519004, 1.6855087165549754, 0.1267399668595931, 56, 22.204180278775198, 97.66666666666666, 'Low Risk'),
(121471, 91, 18, '23:46.0', 36.738914274969375, 98.06619517845436, 121, 72, 65, 'Male', 57.09137192390586, 1.916658157410133, 0.1042158609187985, 49, 15.541078553931522, 88.33333333333333, 'High Risk'),
(121472, 72, 17, '22:46.0', 36.70962779625325, 95.72335119831929, 138, 76, 60, 'Female', 76.38276559602723, 1.732350876, 0.1383237595942411, 62, 25.45210223094892, 96.66666666666666, 'Low Risk'),
(121473, 72, 13, '21:46.0', 36.662515929197035, 96.29043170625101, 127, 78, 68, 'Female', 91.37771290983801, 1.7108790398547165, 0.1343557612289097, 49, 31.21775532326444, 94.33333333333333, 'High Risk'),
(121474, 64, 18, '20:46.0', 36.329048414327644, 96.27807243, 110, 80, 56, 'Male', 70.55735174969422, 1.675190687862976, 0.069073703, 30, 25.142807574366593, 90, 'Low Risk'),
(121475, 64, 13, '19:46.0', 36.64890480124994, 97.82945444876319, 113, 83, 88, 'Male', 92.37597271156653, 1.501331707341258, 0.094071428, 30, 40.98318542376587, 93, 'High Risk'),
(121476, 64, 19, '18:46.0', 37.29355435412656, 98.81724359, 110, 73, 58, 'Female', 97.3279273, 1.5837081013707472, 0.12883541470760024, 37, 38.80495624062951, 85.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(121478, 72, 18, '16:46.0', 36.09651591134596, 99.05618722375112, 132, 70, 75, 'Male', 72.85603979684632, 1.947416816136022, 0.071271231, 62, 19.210900784321645, 90.66666666666666, 'Low Risk'),
(121479, 60, 12, '15:46.0', 37.24306344921726, 97.79248460743874, 139, 74, 41, 'Male', 88.66037071406362, 1.7695566056881304, 0.13536590164352974, 65, 28.313960608166475, 95.66666666666666, 'Low Risk'),
(121480, 73, 15, '14:46.0', 36.63710898295134, 99.73281250668951, 135, 74, 65, 'Male', 93.79806548181188, 1.8641008979124132, 0.09063394, 61, 26.993242118770002, 94.33333333333333, 'Low Risk'),
(121481, 76, 17, '13:46.0', 37.21856407576041, 99.51609395695348, 135, 85, 61, 'Female', 94.72010786498859, 1.6516823140499768, 0.079668969, 50, 34.72075394, 101.66666666666666, 'High Risk'),
(121482, 85, 19, '12:46.0', 36.55978164936175, 98.70242947484424, 128, 84, 80, 'Male', 64.13709740795157, 1.8633163517337088, 0.1318428674367913, 44, 18.472943895027814, 98.66666666666667, 'High Risk'),
(121483, 93, 17, '11:46.0', 36.29370642, 96.37060797594734, 139, 82, 25, 'Female', 94.42941203910081, 1.925464885102278, 0.13272989515277867, 57, 25.470418454333963, 101, 'High Risk'),
(121484, 73, 19, '10:46.0', 36.21395421336211, 97.61334303, 130, 75, 47, 'Male', 98.69483073300913, 1.8533113723137928, 0.1300000641412757, 55, 28.734101742884228, 93.33333333333333, 'Low Risk'),
(121485, 95, 17, '09:46.0', 36.702767946144924, 96.88216225563922, 131, 70, 56, 'Female', 71.39910668110886, 1.6636028830150977, 0.1199152075177642, 61, 25.79844023345569, 90.33333333333333, 'High Risk'),
(121486, 76, 17, '08:46.0', 36.36033101672694, 97.95787359446278, 126, 78, 34, 'Female', 96.98122743161662, 1.5984898503765546, 0.11434032677482671, 48, 37.95490514, 94, 'High Risk'),
(121487, 74, 18, '07:46.0', 36.03892422346961, 96.85740672119606, 125, 72, 25, 'Female', 70.55442569160405, 1.8330183556808346, 0.10050668453752247, 53, 20.998614134973437, 89.66666666666666, 'Low Risk'),
(121488, 80, 14, '06:46.0', 36.583168376103885, 96.56051862641813, 131, 79, 53, 'Female', 98.69128206815398, 1.5729317438562935, 0.1265003692446195, 52, 39.889540766851376, 96.33333333333333, 'High Risk'),
(121489, 80, 17, '05:46.0', 36.329203122808444, 95.68368804515237, 110, 77, 48, 'Female', 92.11526002744117, 1.8864847999827368, 0.062028762, 33, 25.883616812053177, 88, 'Low Risk'),
(121490, 87, 17, '04:46.0', 37.314645006418615, 99.88347377740945, 134, 79, 41, 'Male', 97.24345823384428, 1.8928444873034633, 0.14825076422350408, 55, 27.14129253277354, 97.33333333333333, 'Low Risk'),
(121491, 67, 14, '03:46.0', 36.375856775597974, 99.01198435971934, 133, 84, 71, 'Female', 95.08232564597995, 1.8048030488909714, 0.10754382246104842, 49, 29.19040790174324, 100.33333333333333, 'Low Risk'),
(121492, 82, 12, '02:46.0', 37.093421419412394, 98.60445026, 138, 77, 71, 'Female', 87.76846331286094, 1.9414996968513556, 0.1379522057593086, 61, 23.284335078528112, 97.33333333333333, 'Low Risk'),
(121493, 93, 14, '01:46.0', 36.80334837670647, 97.97272722477825, 117, 79, 45, 'Female', 66.32317991183629, 1.7184745486695423, 0.14327999853484347, 38, 22.458416499605974, 91.66666666666667, 'High Risk'),
(121494, 80, 16, '00:46.0', 37.266033374220726, 99.56465175668113, 121, 88, 20, 'Male', 89.22831584958726, 1.9154383170977987, 0.14588676856647081, 33, 24.320155868926193, 99, 'Low Risk'),
(121495, 97, 19, '59:46.0', 36.95211073652037, 97.86730014786416, 131, 77, 88, 'Female', 54.62592107652474, 1.9875811023490924, 0.084330728, 54, 13.827671549804501, 95, 'High Risk'),
(121496, 74, 14, '58:46.0', 36.48438270201355, 99.44112501515318, 111, 78, 21, 'Male', 80.24505776, 1.8551181909255638, 0.14740206434060832, 33, 23.317131710561924, 89, 'Low Risk'),
(121497, 78, 16, '57:46.0', 37.090205975160536, 97.19682880697616, 134, 89, 43, 'Male', 64.98980111, 1.5525145652823127, 0.062523176, 45, 26.963349513666167, 104, 'Low Risk'),
(121498, 67, 12, '56:46.0', 36.4814092, 97.30238207297091, 111, 82, 50, 'Male', 70.31291188503117, 1.6266269105624929, 0.14451581640768968, 29, 26.574137515286452, 91.66666666666667, 'Low Risk'),
(121499, 63, 13, '55:46.0', 36.36869772, 96.18162660864037, 112, 75, 51, 'Male', 75.79572726379268, 1.5080339192046637, 0.059467491326652404, 37, 33.329016974149944, 87.33333333333333, 'High Risk'),
(121500, 82, 12, '54:46.0', 36.36190406039704, 97.71068913035307, 135, 88, 67, 'Male', 56.39320308895216, 1.771874624627388, 0.13783825714095613, 47, 17.962252030521842, 103.66666666666667, 'High Risk'),
(121501, 72, 19, '53:46.0', 37.01868422447412, 97.39775759, 136, 89, 83, 'Female', 80.17521435225831, 1.7810362266204072, 0.10287881740964049, 47, 25.27520131135837, 104.66666666666667, 'Low Risk'),
(121502, 72, 17, '52:46.0', 36.70611322865489, 97.01678507, 136, 82, 18, 'Male', 62.22712302, 1.9610450031493347, 0.1476986847387748, 54, 16.180971838065684, 100, 'High Risk'),
(121503, 60, 19, '51:46.0', 36.54238654503279, 98.57092159188322, 128, 87, 47, 'Male', 98.82226063, 1.7215445355649481, 0.12336411891820145, 41, 33.344043209972476, 100.66666666666667, 'High Risk'),
(121504, 85, 15, '50:46.0', 37.46755481572464, 95.97656408810799, 124, 80, 56, 'Male', 75.96741545205303, 1.5740445821720512, 0.11427741050465735, 44, 30.661492669881422, 94.66666666666667, 'High Risk'),
(121505, 96, 17, '49:46.0', 37.28096196548118, 99.19728142880655, 133, 87, 47, 'Female', 78.10877149082405, 1.8751752879086325, 0.1183643073241672, 46, 22.21345258584733, 102.33333333333333, 'High Risk'),
(121506, 61, 16, '48:46.0', 37.38232943066538, 95.84462035093237, 125, 78, 46, 'Male', 88.02303278937133, 1.7153560388088556, 0.062195865895472414, 47, 29.91491521745838, 93.66666666666667, 'Low Risk'),
(121507, 61, 13, '47:46.0', 37.37422421, 96.75124150960625, 113, 85, 83, 'Male', 70.66705971704194, 1.6042710295015032, 0.064859632, 28, 27.45753462335821, 94.33333333333333, 'Low Risk'),
(121508, 74, 19, '46:46.0', 36.399686175209794, 98.45962937, 122, 88, 42, 'Female', 52.672599110657735, 1.8896314363081215, 0.14007400219636745, 34, 14.751308249519207, 99.33333333333333, 'High Risk'),
(121509, 87, 14, '45:46.0', 36.14989787053323, 99.35342190351383, 131, 73, 38, 'Male', 99.76701844848913, 1.8994340368862503, 0.057411595, 58, 27.652764897958793, 92.33333333333333, 'Low Risk'),
(121510, 86, 19, '44:46.0', 36.50443652, 98.76099678339546, 119, 70, 45, 'Female', 67.80560829737007, 1.7435788432994912, 0.10684855390387887, 49, 22.303983504365654, 86.33333333333333, 'Low Risk'),
(121511, 88, 13, '43:46.0', 36.71213373330309, 98.34247369324153, 127, 71, 72, 'Female', 86.84449701404287, 1.5298583493759383, 0.11555158304536502, 56, 37.10563447414978, 89.66666666666666, 'High Risk'),
(121512, 86, 12, '42:46.0', 36.002897855385996, 96.51030816692047, 125, 78, 60, 'Female', 55.43651681269747, 1.9031932411250472, 0.091442724, 47, 15.304888198898047, 93.66666666666667, 'High Risk'),
(121513, 81, 15, '41:46.0', 36.033058885069785, 95.70182462, 129, 84, 53, 'Male', 70.62785667977438, 1.6921328274793916, 0.12604104216015266, 45, 24.666476980562884, 99, 'Low Risk'),
(121514, 98, 19, '40:46.0', 36.88400769130283, 97.42222525566841, 123, 87, 31, 'Female', 75.51904611777614, 1.7559335484323084, 0.058868248, 36, 24.492907529889298, 99, 'High Risk'),
(121515, 67, 17, '39:46.0', 36.925594764530835, 97.50480815, 138, 89, 33, 'Male', 98.66623342803041, 1.6669726123967876, 0.087294724, 49, 35.50680705040916, 105.33333333333333, 'High Risk'),
(121516, 72, 14, '38:46.0', 36.828231091357594, 98.32484744, 134, 78, 28, 'Female', 52.34561196184032, 1.724031129671535, 0.12130153456059652, 56, 17.611245646230312, 96.66666666666666, 'High Risk'),
(121517, 95, 14, '37:46.0', 36.94374812952584, 98.54244032321357, 139, 85, 88, 'Male', 97.03586757, 1.7360806231131327, 0.081642209, 54, 32.19530275742926, 103, 'High Risk'),
(121518, 92, 15, '36:46.0', 36.77648281496058, 99.16052910254471, 131, 84, 39, 'Male', 74.98034060343205, 1.695288044672232, 0.11090859115625881, 47, 26.089178862278384, 99.66666666666667, 'High Risk'),
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(121520, 73, 13, '34:46.0', 36.428544966059604, 97.63749364, 126, 74, 31, 'Female', 54.65359716513829, 1.911032722796663, 0.14620083142797657, 52, 14.965199275555781, 91.33333333333333, 'High Risk'),
(121521, 93, 17, '33:46.0', 37.238918722873166, 98.14579866623856, 129, 83, 62, 'Female', 90.71831639, 1.745707209709356, 0.060887781, 46, 29.768172292336494, 98.33333333333333, 'High Risk'),
(121522, 75, 13, '32:46.0', 36.613846184385054, 97.25057497, 124, 83, 23, 'Male', 94.02834746318699, 1.7171860222769129, 0.065102077, 41, 31.887767444599024, 96.66666666666667, 'High Risk'),
(121523, 67, 18, '31:46.0', 36.114027652262216, 97.50568696, 128, 77, 35, 'Female', 88.02788726344667, 1.9401402301205286, 0.066804434, 51, 23.385897200474176, 94, 'Low Risk'),
(121524, 90, 15, '30:46.0', 37.47348041585019, 97.15720106745704, 118, 74, 23, 'Male', 63.74130094474337, 1.5858512114826107, 0.14644311551292521, 44, 25.34521890056958, 88.66666666666667, 'Low Risk'),
(121525, 79, 16, '29:46.0', 36.88463586, 99.71426938076152, 114, 87, 42, 'Female', 55.86279885321731, 1.8266726563980917, 0.095975364, 27, 16.741764762065518, 96, 'High Risk'),
(121526, 89, 18, '28:46.0', 36.30968708553251, 98.20644382726766, 127, 72, 68, 'Female', 54.98195726, 1.5890524476583838, 0.08535067, 55, 21.774276460569105, 90.33333333333333, 'Low Risk'),
(121527, 66, 16, '27:46.0', 37.14939352, 98.77773129641224, 124, 89, 63, 'Male', 73.17971971796538, 1.8012110899926153, 0.13842018572687798, 35, 22.555970468473873, 100.66666666666667, 'Low Risk'),
(121528, 85, 14, '26:46.0', 37.43573281431847, 98.77573303777905, 132, 87, 33, 'Male', 62.42684121147388, 1.6005106331369872, 0.10745239958786794, 45, 24.369927250557662, 102, 'Low Risk'),
(121529, 73, 16, '25:46.0', 36.85611860646416, 98.00156767819601, 110, 89, 57, 'Male', 82.95975134117177, 1.9976459278777106, 0.075855885, 21, 20.78884748044314, 96, 'Low Risk'),
(121530, 94, 18, '24:46.0', 37.14295507975911, 98.83999719212572, 131, 79, 70, 'Male', 75.15095290937688, 1.9629549682527672, 0.085187953, 52, 19.50355676, 96.33333333333333, 'High Risk'),
(121531, 64, 16, '23:46.0', 36.25448121817596, 95.12770343, 127, 72, 42, 'Male', 65.48312293738638, 1.9907954072164387, 0.087680165, 55, 16.52251377990477, 90.33333333333333, 'High Risk'),
(121532, 61, 18, '22:46.0', 37.21374872289645, 95.37815835874925, 137, 86, 24, 'Male', 98.06985417878647, 1.5839749111771388, 0.070196768, 51, 39.08759345764893, 103, 'High Risk'),
(121533, 67, 15, '21:46.0', 36.320772680027424, 96.40811835690108, 118, 85, 75, 'Male', 90.21899985658865, 1.9772180109942115, 0.090329469, 33, 23.07750705997632, 96, 'Low Risk'),
(121534, 71, 18, '20:46.0', 36.37970661074021, 95.11223305, 134, 86, 79, 'Male', 95.09095070049207, 1.6988457145652716, 0.10370629737280224, 48, 32.94817101053001, 102, 'High Risk'),
(121535, 83, 16, '19:46.0', 36.704430263597665, 99.58189323763263, 126, 80, 37, 'Female', 60.883957010145565, 1.8859802554830782, 0.055243223, 46, 17.117036909052946, 95.33333333333333, 'High Risk'),
(121536, 76, 12, '18:46.0', 36.876238829207274, 98.50543569749924, 120, 73, 28, 'Male', 88.62349427061481, 1.553597140171179, 0.091805726, 47, 36.717410358456405, 88.66666666666667, 'High Risk'),
(121537, 94, 18, '17:46.0', 36.282612979116124, 95.98938562203008, 121, 80, 78, 'Female', 87.71736607, 1.6226557763745872, 0.067152896, 41, 33.31446031520611, 93.66666666666667, 'High Risk'),
(121538, 92, 17, '16:46.0', 36.336741581516335, 99.98819707088778, 116, 74, 64, 'Male', 93.67684466, 1.7405327599688833, 0.12573486631551434, 42, 30.922019525985558, 88, 'High Risk'),
(121539, 76, 19, '15:46.0', 36.28718668367894, 99.48333126864424, 116, 88, 75, 'Male', 90.85807322354646, 1.7063933841125154, 0.088815604, 28, 31.20363617152798, 97.33333333333333, 'High Risk'),
(121540, 90, 13, '14:46.0', 36.769808136075945, 98.41785082430798, 131, 75, 81, 'Female', 93.33512013144534, 1.8078897741921298, 0.084099293, 56, 28.556251234609917, 93.66666666666666, 'Low Risk'),
(121541, 88, 12, '13:46.0', 37.409117239950305, 98.69080539759203, 134, 81, 27, 'Male', 83.57310393887305, 1.6178302416695458, 0.10835673338984757, 53, 31.930126103342072, 98.66666666666666, 'High Risk'),
(121542, 61, 12, '12:46.0', 36.233569848166624, 99.61020502599709, 118, 72, 66, 'Male', 85.32636426976995, 1.7477338911532905, 0.066545009, 46, 27.93396759533141, 87.33333333333333, 'Low Risk'),
(121543, 64, 17, '11:46.0', 36.223662156440014, 97.61657134984335, 126, 85, 36, 'Female', 73.70814680662107, 1.5642102003165868, 0.11203498362684841, 41, 30.124875790326602, 98.66666666666667, 'High Risk'),
(121544, 91, 12, '10:46.0', 37.00984006201469, 97.18538254360595, 113, 76, 18, 'Male', 94.26212603411611, 1.5759922930576598, 0.14319435552197451, 37, 37.95150929900194, 88.33333333333333, 'High Risk'),
(121545, 68, 16, '09:46.0', 36.435221537418606, 97.38725486, 110, 88, 52, 'Male', 68.13815753030715, 1.6834757722518336, 0.13019416801725492, 22, 24.042335029404533, 95.33333333333333, 'Low Risk'),
(121546, 92, 16, '08:46.0', 36.13686665078097, 96.14431604548247, 133, 88, 26, 'Male', 91.33432972921581, 1.644400406, 0.095958177, 45, 33.77683055482503, 103, 'High Risk'),
(121547, 70, 17, '07:46.0', 36.19721821127192, 98.54875903395542, 134, 76, 89, 'Male', 93.62409132875516, 1.6086129854003588, 0.14769243754839734, 58, 36.18132567784988, 95.33333333333333, 'High Risk'),
(121548, 84, 14, '06:46.0', 37.28657540111391, 96.96326919670383, 128, 81, 41, 'Female', 52.22422617083446, 1.9590868007453293, 0.093388936, 47, 13.607071172188931, 96.66666666666667, 'High Risk'),
(121549, 87, 18, '05:46.0', 36.46333691066301, 97.09321511792133, 115, 78, 80, 'Female', 97.51663040671473, 1.8081106969618304, 0.10621054350441986, 37, 29.828310495235165, 90.33333333333333, 'Low Risk'),
(121550, 65, 13, '04:46.0', 36.87969448128048, 99.45812927569298, 116, 72, 25, 'Male', 85.67305620455198, 1.9776420727606359, 0.10615700726098236, 44, 21.90528329486838, 86.66666666666667, 'Low Risk'),
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(121727, 66, 15, '07:46.0', 37.250704399462926, 98.74479920161865, 138, 78, 83, 'Female', 59.104334015459315, 1.8633600644146888, 0.14345455856707606, 60, 17.022594789574402, 98, 'High Risk'),
(121728, 98, 16, '06:46.0', 36.05294593570373, 96.67544293807407, 135, 78, 44, 'Male', 96.98390765, 1.5888552407656107, 0.11915872878772345, 57, 38.417669579165356, 97, 'High Risk'),
(121729, 89, 13, '05:46.0', 36.651057387677945, 96.83672643274842, 121, 77, 75, 'Female', 90.34559415044913, 1.5116801778204147, 0.12082772995937163, 44, 39.53549144388789, 91.66666666666667, 'High Risk'),
(121730, 88, 15, '04:46.0', 36.27299855385937, 98.07878282, 129, 74, 77, 'Male', 81.53761629, 1.5067038217175721, 0.14766008052013413, 55, 35.91718000676373, 92.33333333333333, 'High Risk'),
(121731, 85, 14, '03:46.0', 36.75989718074748, 99.23285387729715, 129, 78, 49, 'Male', 86.10237905909132, 1.6227506392017845, 0.091569194, 51, 32.697276034522254, 95, 'High Risk'),
(121732, 66, 13, '02:46.0', 36.599740606882285, 97.66436218889834, 139, 75, 65, 'Male', 64.58647401063168, 1.5326089026862202, 0.13125388799609572, 64, 27.49659315, 96.33333333333333, 'Low Risk'),
(121733, 89, 15, '01:46.0', 36.83793449050734, 95.39679214098673, 138, 86, 44, 'Female', 89.11464093991285, 1.9301549221007488, 0.064576809, 52, 23.92019546979736, 103.33333333333333, 'Low Risk'),
(121734, 61, 14, '00:46.0', 37.28594245582999, 96.76004424281088, 134, 84, 56, 'Male', 52.430628180956326, 1.5780769575502278, 0.067262995, 50, 21.05371327709937, 100.66666666666666, 'Low Risk'),
(121735, 75, 15, '59:46.0', 36.25409502924703, 99.10769480927411, 116, 80, 34, 'Male', 90.12593866174382, 1.9098357982445209, 0.13640631302147346, 36, 24.709146357014838, 92, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(121737, 73, 13, '57:46.0', 36.90395414913128, 98.01504237269583, 125, 82, 76, 'Male', 98.03025794733179, 1.738188288139364, 0.052999299, 43, 32.44639916756501, 96.33333333333333, 'High Risk'),
(121738, 72, 14, '56:46.0', 36.321414551314994, 98.65062492232947, 113, 84, 56, 'Male', 90.47104772874849, 1.671071959522728, 0.097013623, 29, 32.39808318381891, 93.66666666666667, 'High Risk'),
(121739, 87, 18, '55:46.0', 36.460873637206355, 96.44057867012755, 124, 72, 79, 'Male', 75.98725605521525, 1.7094150627243003, 0.11099127351537377, 52, 26.00433243, 89.33333333333333, 'Low Risk'),
(121740, 67, 17, '54:46.0', 36.04297870548267, 97.54582266466454, 111, 81, 39, 'Male', 56.74987819580038, 1.9843601508574331, 0.076638606, 30, 14.411989581092788, 91, 'High Risk'),
(121741, 87, 12, '53:46.0', 36.95835940070916, 98.67355102043615, 110, 83, 27, 'Male', 61.51282979, 1.8110555092130978, 0.099483471, 27, 18.754357181519442, 92, 'Low Risk'),
(121742, 98, 16, '52:46.0', 37.08740389930241, 96.93370478455427, 121, 72, 63, 'Male', 98.41436905410234, 1.836878788894307, 0.092569599, 49, 29.167386331743984, 88.33333333333333, 'High Risk'),
(121743, 67, 12, '51:46.0', 37.31916853755907, 96.47189769, 119, 83, 82, 'Female', 54.16936849343658, 1.5878420710320413, 0.11294718391360976, 36, 21.48518824666412, 95, 'Low Risk'),
(121744, 90, 13, '50:46.0', 36.49503102339768, 99.26753606588599, 134, 86, 75, 'Male', 61.091984891434514, 1.7182065761174141, 0.056630906230353106, 48, 20.693477630623978, 102, 'Low Risk'),
(121745, 69, 12, '49:46.0', 36.651097916856706, 97.50669818, 119, 87, 46, 'Male', 97.64556271900767, 1.7848798225697453, 0.069268134, 32, 30.650287495135963, 97.66666666666667, 'High Risk'),
(121746, 64, 16, '48:46.0', 37.06322248904634, 99.33056611631991, 125, 88, 76, 'Female', 53.47980275389505, 1.5322805761265788, 0.072594739, 37, 22.77787494188279, 100.33333333333333, 'Low Risk'),
(121747, 90, 17, '47:46.0', 36.27369019574297, 98.62620552511214, 133, 70, 29, 'Female', 95.43936480790042, 1.6690778793223462, 0.13883441281538456, 63, 34.258972823492755, 91, 'High Risk'),
(121748, 68, 12, '46:46.0', 37.278930265365936, 96.38884959, 124, 87, 59, 'Male', 70.62957045712592, 1.987211412679962, 0.1354040440018518, 37, 17.88539020892543, 99.33333333333333, 'High Risk'),
(121749, 64, 14, '45:46.0', 36.60218007213753, 96.68183226768238, 111, 79, 60, 'Female', 84.40723405854624, 1.9158468215700368, 0.13322395826051717, 32, 22.996307298371786, 89.66666666666667, 'Low Risk'),
(121750, 87, 12, '44:46.0', 36.45748544781727, 95.74210008685847, 122, 80, 60, 'Female', 95.41538099383456, 1.6969036020327462, 0.1154726995034723, 42, 33.13630245816912, 94, 'High Risk'),
(121751, 77, 18, '43:46.0', 37.390642912119745, 96.13809238945942, 120, 89, 27, 'Female', 95.64327946081687, 1.7534986393684058, 0.1344877925836903, 31, 31.10595880710831, 99.33333333333333, 'High Risk'),
(121752, 75, 19, '42:46.0', 36.91736218297114, 96.75377921513504, 130, 87, 62, 'Female', 72.46843886, 1.9348478661948776, 0.10382144710689878, 43, 19.357767081296497, 101.33333333333333, 'Low Risk'),
(121753, 96, 18, '41:46.0', 36.970655253070575, 95.43863826101287, 132, 88, 61, 'Female', 67.80524678, 1.9437721796388692, 0.13697028688880203, 44, 17.946203040122327, 102.66666666666667, 'High Risk'),
(121754, 60, 19, '40:46.0', 36.26287187261947, 97.96537752740464, 137, 78, 49, 'Male', 75.83392436186124, 1.814850834564319, 0.13443887901740426, 59, 23.024046837252286, 97.66666666666666, 'Low Risk'),
(121755, 63, 13, '39:46.0', 37.08453915446741, 99.72644043485461, 119, 83, 27, 'Male', 97.78018331, 1.9913741709395618, 0.12471549583925862, 36, 24.657276624296934, 95, 'Low Risk'),
(121756, 84, 17, '38:46.0', 36.340486058950155, 99.78137572732554, 116, 73, 66, 'Female', 50.09497373056495, 1.6973934184346389, 0.0856312, 43, 17.38717900981819, 87.33333333333333, 'High Risk'),
(121757, 81, 16, '37:46.0', 36.80315159610997, 96.67911764403947, 139, 72, 70, 'Male', 61.73627002434251, 1.6754762597448964, 0.062147327, 67, 21.991954565954032, 94.33333333333333, 'Low Risk'),
(121758, 65, 17, '36:46.0', 36.88678752, 95.25957290310728, 111, 81, 68, 'Female', 78.20712108746896, 1.9291384050614062, 0.1046260734107698, 30, 21.01452244926779, 91, 'Low Risk'),
(121759, 94, 12, '35:46.0', 37.46982112312863, 99.60727988, 121, 85, 47, 'Female', 90.03753021989246, 1.6237461888064852, 0.054337742, 36, 34.14973076745551, 97, 'High Risk'),
(121760, 74, 18, '34:46.0', 37.47623990611924, 97.23983158812644, 137, 83, 77, 'Female', 84.76459629111056, 1.6560015670161201, 0.057609984, 54, 30.909573397156947, 101, 'High Risk'),
(121761, 98, 14, '33:46.0', 36.92090613606662, 99.39683486945478, 137, 79, 67, 'Female', 78.42013326515968, 1.6622937788359107, 0.066766608, 58, 28.379975548118143, 98.33333333333333, 'High Risk'),
(121762, 60, 18, '32:46.0', 36.009966245596296, 98.33980197, 135, 79, 29, 'Female', 93.20727080415918, 1.8760049734712991, 0.06668236, 56, 26.483892770129746, 97.66666666666666, 'Low Risk'),
(121763, 76, 13, '31:46.0', 37.01939457436852, 97.78422521977498, 133, 70, 68, 'Male', 68.90449643199182, 1.8228331274339757, 0.055421339, 63, 20.737372927129776, 91, 'Low Risk'),
(121764, 98, 12, '30:46.0', 37.00881052616131, 95.66442936674156, 115, 78, 42, 'Male', 72.64629210067767, 1.5068110184498968, 0.055256781373938135, 37, 31.99601399, 90.33333333333333, 'High Risk'),
(121765, 65, 14, '29:46.0', 36.95335983284884, 95.20314585130903, 120, 86, 22, 'Female', 55.94008298246561, 1.824403608071306, 0.1035504415185649, 34, 16.806654079186092, 97.33333333333333, 'High Risk'),
(121766, 90, 14, '28:46.0', 36.19725825125491, 99.45905132375636, 110, 76, 19, 'Male', 98.25410452, 1.6678188582405515, 0.094617862, 34, 35.32262263274763, 87.33333333333333, 'High Risk'),
(121767, 65, 14, '27:46.0', 36.27113279638752, 98.29749265350675, 138, 78, 56, 'Male', 80.74899421, 1.6991497877784782, 0.07085815, 60, 27.96879723011315, 98, 'Low Risk'),
(121768, 92, 12, '26:46.0', 36.483685177361664, 95.11109119, 123, 89, 74, 'Male', 70.49824883, 1.8869175784858436, 0.11190193309417379, 34, 19.800331826866692, 100.33333333333333, 'High Risk'),
(121769, 68, 14, '25:46.0', 36.82379689126842, 98.11966401096828, 122, 79, 40, 'Female', 50.062296232111976, 1.5307245156034015, 0.14635535888361745, 43, 21.365678554512996, 93.33333333333333, 'Low Risk'),
(121770, 60, 17, '24:46.0', 36.69742315942656, 98.50668535, 114, 78, 32, 'Male', 86.51202809843733, 1.9601519943996184, 0.12441247743337591, 36, 22.516298407259367, 90, 'Low Risk'),
(121771, 93, 19, '23:46.0', 36.820692137478225, 96.02291071043722, 137, 78, 73, 'Male', 73.54145641355693, 1.8608386279634939, 0.062891789, 59, 21.238057923468592, 97.66666666666666, 'High Risk'),
(121772, 76, 18, '22:46.0', 36.25608771279612, 98.63845777802793, 126, 71, 84, 'Male', 78.23581070491883, 1.6217309758084069, 0.072969361, 55, 29.74732807522653, 89.33333333333333, 'Low Risk'),
(121773, 97, 13, '21:46.0', 37.36738509290379, 99.42162541227951, 134, 86, 26, 'Female', 80.17982548, 1.9473305975670396, 0.13996979625375705, 48, 21.14393091103905, 102, 'High Risk'),
(121774, 81, 16, '20:46.0', 36.81194347537205, 99.55778492796495, 115, 79, 48, 'Male', 97.62609546125755, 1.8029305227155912, 0.097437729, 36, 30.033637717976774, 91, 'High Risk'),
(121775, 97, 14, '19:46.0', 36.81241549, 99.61390612527556, 128, 77, 33, 'Male', 89.17973408050008, 1.9197742134376394, 0.10701165828383491, 51, 24.197241848206442, 94, 'High Risk'),
(121776, 73, 18, '18:46.0', 37.40067921722424, 95.80734224933958, 110, 83, 64, 'Male', 74.98150206418558, 1.581757385152962, 0.057140798, 27, 29.969147863805215, 92, 'Low Risk'),
(121777, 72, 18, '17:46.0', 36.682181473609695, 96.49641708121952, 120, 70, 63, 'Male', 58.04307536746071, 1.8915717102946068, 0.11050546023368156, 50, 16.222014851596658, 86.66666666666666, 'High Risk'),
(121778, 98, 16, '16:46.0', 36.21212078362126, 98.06461852590229, 117, 82, 41, 'Female', 87.30325367, 1.5916094369183782, 0.11755354492964055, 35, 34.463344283021726, 93.66666666666667, 'High Risk'),
(121779, 85, 17, '15:46.0', 36.65547706105446, 97.05366192005972, 127, 86, 83, 'Female', 80.44802207298503, 1.6134684694460628, 0.10594717395117192, 41, 30.902556222571715, 99.66666666666667, 'High Risk'),
(121780, 65, 17, '14:46.0', 36.26636041137514, 97.76055662165031, 137, 83, 61, 'Male', 57.57945716, 1.9834556067146638, 0.08463249, 54, 14.63600660949539, 101, 'High Risk'),
(121781, 76, 18, '13:46.0', 36.54152172209247, 97.40530186117799, 134, 72, 64, 'Female', 91.59050348055393, 1.6359619846347977, 0.1317233791535289, 62, 34.22189316363994, 92.66666666666666, 'High Risk'),
(121782, 81, 17, '12:46.0', 37.19966452, 98.34029683915598, 111, 70, 42, 'Male', 74.44763277, 1.7398450603827091, 0.10240363218540458, 41, 24.59403257711009, 83.66666666666667, 'Low Risk'),
(121783, 69, 19, '11:46.0', 36.68603250395254, 97.55987834896906, 117, 86, 88, 'Female', 72.47589813849886, 1.7526839374582652, 0.081118594, 31, 23.593175203648364, 96.33333333333333, 'Low Risk'),
(121784, 98, 13, '10:46.0', 36.16587408097429, 96.23407381284073, 120, 86, 29, 'Female', 83.05276162566273, 1.8514645232144114, 0.05061975, 34, 24.228319297783898, 97.33333333333333, 'High Risk'),
(121785, 77, 19, '09:46.0', 37.15919803616161, 97.37205799362195, 113, 75, 64, 'Male', 52.017382483263766, 1.6960319791499565, 0.10822111968922131, 38, 18.083413837782306, 87.66666666666667, 'High Risk'),
(121786, 86, 13, '08:46.0', 36.42903385577236, 95.34921273168688, 115, 85, 22, 'Male', 76.41338031533063, 1.9136106907825214, 0.067851517, 30, 20.867106612079937, 95, 'Low Risk'),
(121787, 72, 19, '07:46.0', 36.78226826960867, 97.73963181, 119, 86, 48, 'Male', 95.10873808, 1.8630866094111374, 0.10044863752320776, 33, 27.400237710833114, 97, 'Low Risk'),
(121788, 68, 19, '06:46.0', 36.14637138, 97.00649538309689, 121, 70, 51, 'Male', 74.71008212331715, 1.6228946226176482, 0.13449702051655238, 51, 28.366030877964814, 87, 'Low Risk'),
(121789, 74, 12, '05:46.0', 36.376091538962335, 96.81952197570158, 137, 72, 20, 'Male', 71.4711121, 1.8783858671762976, 0.14469650416496627, 65, 20.256337102838657, 93.66666666666666, 'Low Risk'),
(121790, 69, 18, '04:46.0', 37.48831440605077, 97.40689581567077, 136, 72, 85, 'Male', 50.60196371, 1.5002638054658601, 0.092202187, 64, 22.481853172331835, 93.33333333333333, 'Low Risk'),
(121791, 87, 12, '03:46.0', 36.458100520792534, 98.95307445011613, 132, 72, 20, 'Female', 69.70338905830565, 1.988896841086859, 0.075756703, 60, 17.620952421148434, 92, 'High Risk'),
(121792, 88, 13, '02:46.0', 36.56195565499573, 95.74124619713056, 123, 75, 23, 'Female', 58.428004611794805, 1.6767919051540696, 0.050646982, 48, 20.78082176332014, 91, 'Low Risk'),
(121793, 63, 13, '01:46.0', 36.25329781298094, 96.11995995961685, 124, 74, 46, 'Female', 52.567421516337774, 1.9637745179714567, 0.090251549, 50, 13.631179424410377, 90.66666666666666, 'High Risk'),
(121794, 82, 19, '00:46.0', 36.47506536402865, 96.69331334516828, 117, 87, 26, 'Male', 59.10291138257895, 1.6648301494859252, 0.070398221, 30, 21.32401651319932, 97, 'Low Risk'),
(121795, 84, 13, '59:46.0', 37.22148480130908, 96.36200686121616, 113, 78, 89, 'Female', 74.13421913342344, 1.7545103877535533, 0.12039912304121853, 35, 24.08279172303384, 89.66666666666667, 'Low Risk'),
(121796, 70, 17, '58:46.0', 36.43637102270724, 98.63762779010638, 132, 89, 29, 'Female', 87.50257563816544, 1.7613149351085786, 0.11470246066639356, 43, 28.206344197015635, 103.33333333333333, 'Low Risk'),
(121797, 95, 12, '57:46.0', 37.29717987550232, 95.3092738, 126, 81, 29, 'Male', 77.88131170112266, 1.6679903715785773, 0.14719785903589427, 45, 27.992789523241942, 96, 'High Risk'),
(121798, 91, 14, '56:46.0', 37.13209901915416, 95.38351793406348, 111, 80, 65, 'Female', 70.85156533647991, 1.5391504375508722, 0.05188656, 31, 29.90799568949177, 90.33333333333333, 'High Risk'),
(121799, 67, 19, '55:46.0', 37.38314521233982, 97.62584525431666, 118, 75, 55, 'Male', 81.51644633488127, 1.687655466674564, 0.10300406697472757, 43, 28.62052905815674, 89.33333333333333, 'Low Risk'),
(121800, 75, 17, '54:46.0', 37.234961421876974, 99.31419165, 114, 78, 44, 'Female', 52.46726194892046, 1.826018731990954, 0.061922952, 36, 15.735405676194139, 90, 'High Risk'),
(121801, 71, 14, '53:46.0', 36.80795669269565, 98.24749409757784, 120, 84, 63, 'Male', 76.27022079370059, 1.5398056265242301, 0.14709525650335942, 36, 32.16793623147626, 96, 'High Risk'),
(121802, 83, 19, '52:46.0', 36.55284552367738, 97.91956941855123, 135, 74, 78, 'Male', 77.52578352636161, 1.712563601357556, 0.11511130416522346, 61, 26.433382812169565, 94.33333333333333, 'Low Risk'),
(121803, 72, 13, '51:46.0', 36.88621497719551, 96.33220044314055, 111, 88, 37, 'Male', 72.65151010724034, 1.9393524404686793, 0.12695560152307112, 23, 19.31662121809059, 95.66666666666667, 'Low Risk'),
(121804, 94, 17, '50:46.0', 36.28816807832032, 99.25998928049844, 128, 75, 47, 'Female', 63.454931403348226, 1.9212315474078585, 0.069974388, 53, 17.191190794841145, 92.66666666666666, 'High Risk'),
(121805, 80, 17, '49:46.0', 36.951604285890916, 95.39219871394204, 112, 76, 32, 'Female', 62.58238350100763, 1.8646177983726464, 0.074891179, 36, 17.999997667067866, 88, 'High Risk'),
(121806, 88, 18, '48:46.0', 37.15722315495299, 96.11993678255875, 112, 79, 51, 'Female', 80.29416903825935, 1.8761021648127754, 0.063921814, 33, 22.81240319179388, 90, 'Low Risk'),
(121807, 71, 18, '47:46.0', 36.09689846599684, 97.13204130458826, 120, 81, 31, 'Male', 76.07460273895194, 1.6424909351444796, 0.12432683910610605, 39, 28.19900148423252, 94, 'Low Risk'),
(121808, 80, 14, '46:46.0', 37.43367321476986, 96.77115395316966, 125, 71, 79, 'Female', 65.45914555263711, 1.7604109322444168, 0.094663941, 54, 21.12234920533177, 89, 'Low Risk'),
(121809, 90, 14, '45:46.0', 36.43886754664532, 97.95337185103719, 127, 85, 57, 'Male', 79.26262821663101, 1.8721482558629248, 0.066297676, 42, 22.614552246889847, 99, 'Low Risk'),
(121810, 81, 15, '44:46.0', 37.06552526, 95.40783187362332, 118, 87, 67, 'Male', 65.81680927239236, 1.7995040701188847, 0.12530065601510895, 31, 20.325028244861723, 97.33333333333333, 'Low Risk'),
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(121984, 94, 16, '50:46.0', 36.508472476691836, 96.52499712610397, 133, 81, 29, 'Female', 92.85312187019439, 1.9548721082289857, 0.051836717, 52, 24.29740034501157, 98.33333333333333, 'High Risk'),
(121985, 94, 19, '49:46.0', 36.84030749617445, 95.12757819367572, 110, 82, 21, 'Female', 99.84837070152028, 1.8690489544350257, 0.14120652231842648, 28, 28.58246163872811, 91.33333333333333, 'High Risk'),
(121986, 99, 14, '48:46.0', 36.632949835425144, 96.55821148478475, 131, 75, 23, 'Male', 93.44776442886428, 1.9973198277775364, 0.1327521509141802, 56, 23.42468122037932, 93.66666666666666, 'High Risk'),
(121987, 69, 12, '47:46.0', 37.39370398535321, 97.73679200778984, 126, 89, 56, 'Male', 65.80764985420618, 1.6273111251566352, 0.081616436, 37, 24.850503608833623, 101.33333333333333, 'Low Risk'),
(121988, 89, 18, '46:46.0', 36.00064521173338, 95.87878782043042, 138, 84, 83, 'Male', 89.04766699993047, 1.5659474229848012, 0.076522446, 54, 36.31350696584717, 102, 'High Risk'),
(121989, 77, 17, '45:46.0', 36.72132779026672, 98.57789291424245, 139, 83, 66, 'Female', 61.54876642867471, 1.8420034911443322, 0.088224204, 56, 18.140048972658775, 101.66666666666666, 'High Risk'),
(121990, 63, 14, '44:46.0', 36.63586789958067, 99.22274554737211, 130, 79, 35, 'Male', 58.95013827634204, 1.888781758854951, 0.12884392745855391, 51, 16.52423141492351, 96, 'High Risk'),
(121991, 97, 14, '43:46.0', 37.26102257313943, 97.52142739794832, 114, 89, 66, 'Male', 67.83065108715522, 1.5551717914861425, 0.091813473, 25, 28.045891228778082, 97.33333333333333, 'High Risk'),
(121992, 61, 16, '42:46.0', 36.78822883362407, 98.51293002, 131, 79, 61, 'Female', 70.80868232785619, 1.9439483349041917, 0.092453721, 52, 18.737734286213207, 96.33333333333333, 'Low Risk'),
(121993, 87, 19, '41:46.0', 36.481614517153794, 98.41481774223966, 110, 76, 88, 'Male', 80.59498128483739, 1.6175644933866065, 0.13387399, 34, 30.802416445133485, 87.33333333333333, 'High Risk'),
(121994, 76, 12, '40:46.0', 37.12461962, 96.70266701930838, 134, 73, 45, 'Male', 81.48704578483576, 1.9953599971544373, 0.10800388352205374, 61, 20.46661644510178, 93.33333333333333, 'Low Risk'),
(121995, 83, 18, '39:46.0', 36.51003874019681, 96.64561993211976, 111, 78, 83, 'Female', 82.61299508869593, 1.7360719091061765, 0.065295688, 33, 27.41024691077457, 89, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(121996, 95, 16, '38:46.0', 37.437075413849364, 98.08826472828711, 128, 73, 63, 'Male', 51.68902420194546, 1.593275491634005, 0.067408083, 55, 20.36181944579864, 91.33333333333333, 'High Risk'),
(121997, 93, 12, '37:46.0', 36.56476685628224, 97.57407823529657, 129, 71, 54, 'Female', 57.37145993958674, 1.6072341985958827, 0.14806111144310408, 58, 22.209438157350124, 90.33333333333333, 'High Risk'),
(121998, 67, 16, '36:46.0', 37.29727299, 99.91940976, 128, 83, 64, 'Female', 64.81407790420349, 1.8021775308855652, 0.060308278, 45, 19.956032630002213, 98, 'Low Risk'),
(121999, 93, 13, '35:46.0', 37.281805000597004, 98.76276613753373, 139, 71, 48, 'Male', 51.568014926207425, 1.8188165282710174, 0.062343774, 68, 15.58843906200264, 93.66666666666666, 'High Risk'),
(122000, 63, 18, '34:46.0', 36.79170977581732, 99.46905421076225, 129, 70, 38, 'Female', 50.80716178620924, 1.6200150879329909, 0.094655405, 59, 19.35917368178507, 89.66666666666666, 'Low Risk'),
(122001, 85, 17, '33:46.0', 36.22816672265727, 95.55879149761599, 134, 73, 22, 'Male', 84.50441362, 1.7409346952330065, 0.10462085731865703, 61, 27.881390660173427, 93.33333333333333, 'Low Risk'),
(122002, 74, 18, '32:46.0', 36.50395697, 95.42595606684372, 127, 84, 87, 'Female', 72.07252387615404, 1.7898320197807804, 0.089323277, 43, 22.498065879609214, 98.33333333333333, 'Low Risk'),
(122003, 90, 18, '31:46.0', 36.24964163436631, 95.76917811112654, 136, 80, 76, 'Male', 51.55687289, 1.8250471780840933, 0.14606190512644468, 56, 15.47883877545655, 98.66666666666666, 'High Risk'),
(122004, 72, 13, '30:46.0', 37.34553177572454, 95.69511624, 121, 70, 52, 'Male', 83.50172335208342, 1.7845779296077853, 0.13154542908114208, 51, 26.219499876990028, 87, 'Low Risk'),
(122005, 65, 17, '29:46.0', 37.30969249459678, 99.74339498039157, 124, 72, 33, 'Male', 77.81638744635725, 1.561149253275313, 0.089588267, 52, 31.928771872511295, 89.33333333333333, 'High Risk'),
(122006, 63, 14, '28:46.0', 37.27484590220408, 99.57492673633675, 127, 72, 49, 'Male', 97.01241133831653, 1.8470850016712188, 0.14102298425926962, 55, 28.435019854094993, 90.33333333333333, 'Low Risk'),
(122007, 96, 12, '27:46.0', 36.909980551776854, 96.99249740236775, 128, 88, 55, 'Male', 69.04000501819358, 1.9200071746367793, 0.067251437, 40, 18.728160005720078, 101.33333333333333, 'High Risk'),
(122008, 69, 18, '26:46.0', 36.355834179079096, 97.83512010612354, 127, 78, 87, 'Female', 99.70482560361154, 1.8652484270859928, 0.06881715, 49, 28.65779774827224, 94.33333333333333, 'Low Risk'),
(122009, 82, 14, '25:46.0', 36.904183206963204, 97.79874337209267, 120, 87, 66, 'Male', 63.58377408946775, 1.5547597394732677, 0.1159521369319111, 33, 26.303874896123272, 98, 'Low Risk'),
(122010, 76, 16, '24:46.0', 37.12579888834409, 99.15654267279542, 131, 84, 26, 'Male', 69.05193658970916, 1.945549431953697, 0.1490481431130346, 47, 18.242792722418997, 99.66666666666667, 'High Risk'),
(122011, 87, 12, '23:46.0', 36.99163482872807, 96.97705871845746, 120, 80, 83, 'Female', 65.02639933218069, 1.5157832802896465, 0.12608786715478476, 40, 28.30189283154736, 93.33333333333333, 'Low Risk'),
(122012, 67, 12, '22:46.0', 36.56622208597828, 99.91433777063581, 135, 72, 81, 'Female', 65.76163035120163, 1.6236678708358239, 0.078823962, 63, 24.944693826685675, 93, 'Low Risk'),
(122013, 80, 12, '21:46.0', 36.268060875065316, 96.46363023, 132, 74, 45, 'Male', 55.822193624425324, 1.8174831063128118, 0.10188671462790572, 58, 16.899199514120184, 93.33333333333333, 'High Risk'),
(122014, 80, 14, '20:46.0', 37.41466626511035, 99.24772682830375, 133, 76, 83, 'Female', 78.97056879246895, 1.562710775731314, 0.062633949, 57, 32.337619927519626, 95, 'High Risk'),
(122015, 90, 19, '19:46.0', 36.04752953365319, 99.49836556063246, 131, 87, 41, 'Female', 98.66332269678985, 1.9261693142974363, 0.12162159711876144, 44, 26.592968396539508, 101.66666666666667, 'Low Risk'),
(122016, 92, 13, '18:46.0', 36.39678981, 98.47683523821172, 139, 79, 63, 'Male', 89.14260014, 1.6124897485998153, 0.11487594434851219, 60, 34.28399104390224, 99, 'High Risk'),
(122017, 65, 12, '17:46.0', 36.52201291780379, 96.04660501537032, 113, 75, 67, 'Female', 51.34058487690481, 1.973718819592705, 0.075984816, 38, 13.179236382110988, 87.66666666666667, 'High Risk'),
(122018, 91, 19, '16:46.0', 36.65558949655875, 95.32674913468516, 129, 84, 30, 'Male', 86.10364545, 1.7860703239164357, 0.067550197, 45, 26.99133899794393, 99, 'High Risk'),
(122019, 61, 18, '15:46.0', 36.095772168131546, 96.82857617575495, 110, 89, 83, 'Male', 69.55064980089517, 1.6755069242354017, 0.1371112532551626, 21, 24.77471903801745, 96, 'Low Risk'),
(122020, 64, 18, '14:46.0', 37.40477626757506, 97.26886363799565, 114, 72, 64, 'Female', 92.31443078287899, 1.9802128887836923, 0.12334535741275993, 42, 23.54213416103842, 86, 'Low Risk'),
(122021, 84, 18, '13:46.0', 36.57609255203635, 96.19747177159648, 128, 75, 47, 'Male', 76.43024590793128, 1.516371268967995, 0.1388954118673289, 53, 33.23947552566397, 92.66666666666666, 'High Risk'),
(122022, 90, 17, '12:46.0', 36.27336113, 95.85333801172112, 133, 83, 48, 'Male', 55.98746239705488, 1.560760942752868, 0.088260224, 50, 22.983597460049555, 99.66666666666666, 'Low Risk'),
(122023, 89, 18, '11:46.0', 36.76671611232068, 95.52265099859551, 120, 78, 48, 'Female', 54.092338451169944, 1.5579224759998014, 0.095349281, 42, 22.286612958784644, 92, 'Low Risk'),
(122024, 87, 14, '10:46.0', 37.260191023277784, 96.37127154859624, 118, 73, 48, 'Male', 95.87661250650228, 1.5125264703129055, 0.14318047163775188, 45, 41.90894358145633, 88, 'High Risk'),
(122025, 60, 19, '09:46.0', 37.29365378, 97.69418605749996, 117, 78, 69, 'Female', 85.58729113, 1.9529266237832863, 0.13050049794109614, 39, 22.440753167456297, 91, 'Low Risk'),
(122026, 72, 14, '08:46.0', 37.455817931711074, 95.09234557124238, 122, 73, 24, 'Female', 85.97991141295397, 1.6690394637656352, 0.13582852542319876, 49, 30.864822396744295, 89.33333333333333, 'High Risk'),
(122027, 94, 15, '07:46.0', 36.60965706496556, 97.34351496397444, 127, 77, 43, 'Female', 70.29734532819523, 1.9793082907664847, 0.1324035927380107, 50, 17.943701552405113, 93.66666666666666, 'High Risk'),
(122028, 85, 14, '06:46.0', 36.79550105713648, 97.09542398991043, 122, 78, 41, 'Male', 73.76929539523294, 1.8372769886103022, 0.058557061, 44, 21.85376979852061, 92.66666666666667, 'Low Risk'),
(122029, 86, 18, '05:46.0', 37.28865062274754, 97.73050824501397, 139, 80, 70, 'Female', 63.728357682285534, 1.6131268467888733, 0.061398684, 59, 24.490389281815805, 99.66666666666666, 'Low Risk'),
(122030, 88, 19, '04:46.0', 36.67677770942448, 95.40925275960875, 136, 80, 50, 'Male', 78.30214227596943, 1.6688876225281222, 0.10277776804180189, 56, 28.113793901793517, 98.66666666666666, 'Low Risk'),
(122031, 68, 16, '03:46.0', 36.26844372918848, 96.50417533891587, 130, 70, 83, 'Female', 84.51585650214204, 1.6998283275982824, 0.059085156, 60, 29.25014828615994, 90, 'Low Risk'),
(122032, 62, 17, '02:46.0', 36.391587269055854, 97.31433501, 118, 83, 63, 'Male', 66.45624308548238, 1.5277132680859027, 0.06468632, 35, 28.47423631983206, 94.66666666666667, 'Low Risk'),
(122033, 61, 16, '01:46.0', 36.454525286772444, 95.28601347025699, 137, 74, 26, 'Male', 62.85939781, 1.5596564266292365, 0.080728446, 63, 25.841179809003616, 95, 'Low Risk'),
(122034, 76, 15, '00:46.0', 36.08532032920697, 95.46700839387674, 123, 79, 75, 'Female', 54.071055591160956, 1.8402450491031928, 0.13722237155150951, 44, 15.966639952927041, 93.66666666666667, 'High Risk'),
(122035, 91, 14, '59:46.0', 37.41522454680815, 95.67134788326942, 135, 80, 84, 'Female', 76.28015767014408, 1.5122042297697202, 0.083261631, 55, 33.35728419828158, 98.33333333333333, 'High Risk'),
(122036, 72, 13, '58:46.0', 36.61906654970989, 99.41272312167766, 134, 83, 32, 'Female', 83.98421721726254, 1.9282988549392817, 0.06662601, 51, 22.58650280990217, 100, 'Low Risk'),
(122037, 91, 18, '57:46.0', 36.10539874451663, 99.47219605256925, 123, 81, 53, 'Female', 65.06299317737287, 1.7517638562126856, 0.096277876, 42, 21.202297110478217, 95, 'High Risk'),
(122038, 84, 18, '56:46.0', 36.128870666694205, 95.12662235834227, 110, 79, 25, 'Male', 98.29015762281978, 1.8502481864506242, 0.11688304224750909, 31, 28.71111489508484, 89.33333333333333, 'Low Risk'),
(122039, 72, 19, '55:46.0', 37.28274025613255, 99.87690078584889, 138, 83, 58, 'Male', 58.96707099300657, 1.8122809075434514, 0.056430779, 55, 17.953888583481362, 101.33333333333333, 'High Risk'),
(122040, 94, 17, '54:46.0', 36.390425198102605, 99.90757990897788, 111, 89, 36, 'Female', 66.19189138, 1.774826710283032, 0.13882225777419166, 22, 21.013233133958686, 96.33333333333333, 'High Risk'),
(122041, 70, 18, '53:46.0', 36.41402052235502, 97.02673495682424, 110, 80, 48, 'Male', 89.59413366, 1.846405535591519, 0.076198967, 30, 26.280001600914172, 90, 'Low Risk'),
(122042, 82, 12, '52:46.0', 36.879236666134645, 98.83773567, 120, 75, 77, 'Female', 99.03513124550636, 1.7256161952183307, 0.06967211, 45, 33.25836271215961, 90, 'High Risk'),
(122043, 95, 12, '51:46.0', 36.75935149467441, 98.79442806, 126, 80, 81, 'Female', 74.7779759, 1.6920637841426032, 0.10988821384448504, 46, 26.118019696130496, 95.33333333333333, 'High Risk'),
(122044, 93, 13, '50:46.0', 36.738684965753336, 96.55521540090608, 134, 80, 61, 'Female', 59.035215837910464, 1.529516888885433, 0.14738415290341753, 54, 25.23495890165045, 98, 'High Risk'),
(122045, 88, 13, '49:46.0', 36.122032465440334, 95.15869771, 126, 86, 52, 'Female', 88.40538903790026, 1.6340747291311197, 0.12389341018155717, 40, 33.10814985445381, 99.33333333333333, 'High Risk'),
(122046, 70, 13, '48:46.0', 36.55803856644256, 95.4908853, 114, 74, 41, 'Male', 87.57150836574846, 1.654965245363275, 0.087290978, 40, 31.973124176126024, 87.33333333333333, 'High Risk'),
(122047, 91, 17, '47:46.0', 37.15391058, 98.01052140510096, 124, 89, 44, 'Male', 83.24586806083397, 1.5798514908360357, 0.12055557784763729, 35, 33.35263553469933, 100.66666666666667, 'High Risk'),
(122048, 83, 14, '46:46.0', 36.75422974031951, 95.35659905465192, 121, 75, 31, 'Female', 81.31360519030507, 1.7779741066092893, 0.069495526, 46, 25.722451262387025, 90.33333333333333, 'Low Risk'),
(122049, 62, 18, '45:46.0', 37.42614020729596, 97.80080982476485, 118, 74, 48, 'Female', 80.41269334757936, 1.7337846923816578, 0.054109705777624285, 44, 26.750646365241522, 88.66666666666667, 'Low Risk'),
(122050, 72, 15, '44:46.0', 36.208819598270566, 97.83645685, 125, 87, 71, 'Female', 81.83469819835042, 1.9336751433187347, 0.083465091, 38, 21.886204656392117, 99.66666666666667, 'Low Risk'),
(122051, 89, 18, '43:46.0', 36.672193392211014, 99.49024130527806, 139, 74, 38, 'Male', 84.43422327, 1.5575745783879815, 0.07247997, 65, 34.80333099645302, 95.66666666666666, 'High Risk'),
(122052, 85, 18, '42:46.0', 37.092954757510384, 95.62335709064963, 118, 85, 75, 'Female', 54.92800290847292, 1.9368216486613805, 0.081859606, 33, 14.642476900650388, 96, 'High Risk'),
(122053, 94, 17, '41:46.0', 36.32396112, 97.85204535501114, 120, 79, 41, 'Male', 95.39660087414606, 1.9203322800213518, 0.099131856, 41, 25.86902948489989, 92.66666666666667, 'High Risk'),
(122054, 62, 18, '40:46.0', 36.65385563366262, 97.79670956405613, 119, 83, 67, 'Female', 99.97465236457425, 1.633828155007064, 0.067869271, 36, 37.452184234362065, 95, 'High Risk'),
(122055, 78, 15, '39:46.0', 36.42335326914794, 95.10684124794705, 137, 85, 64, 'Female', 79.4908517, 1.996847867, 0.095382903, 52, 19.935502770526323, 102.33333333333333, 'Low Risk'),
(122056, 69, 15, '38:46.0', 37.26238059375866, 95.60760667387922, 115, 76, 81, 'Female', 51.378502195550304, 1.8134629525367663, 0.059552069, 39, 15.622986730966364, 89, 'High Risk'),
(122057, 62, 16, '37:46.0', 36.34201464166785, 99.12837026260694, 123, 73, 69, 'Female', 73.15167464985359, 1.8640353529458025, 0.14492949180670528, 50, 21.05309659709272, 89.66666666666666, 'Low Risk'),
(122058, 68, 15, '36:46.0', 37.44912169279115, 98.0937488, 132, 85, 82, 'Female', 84.85692579142221, 1.789691547003462, 0.093059904, 47, 26.492986630248463, 100.66666666666667, 'Low Risk'),
(122059, 86, 13, '35:46.0', 36.035908171315086, 99.79203957181846, 120, 86, 25, 'Female', 85.04027042970223, 1.5870437310415904, 0.14688366956388937, 34, 33.76345215058246, 97.33333333333333, 'High Risk'),
(122060, 82, 14, '34:46.0', 37.44668377, 99.48230659437475, 138, 89, 67, 'Female', 71.43847766228447, 1.5137520786932048, 0.060264949, 49, 31.17616463472887, 105.33333333333333, 'High Risk'),
(122061, 83, 19, '33:46.0', 36.87808981018348, 98.69891316256451, 124, 73, 27, 'Female', 99.19798331, 1.7347824939430687, 0.12693522106174543, 51, 32.96194126517479, 90, 'High Risk'),
(122062, 68, 19, '32:46.0', 37.47014981668835, 97.47266709969695, 124, 71, 85, 'Male', 70.33962347478703, 1.5534886176865315, 0.10128639258116132, 53, 29.146330695511697, 88.66666666666666, 'Low Risk'),
(122063, 60, 18, '31:46.0', 36.71980742370936, 98.38896922867389, 114, 86, 33, 'Female', 56.82131602846786, 1.9006608604920274, 0.10031174231653744, 28, 15.72903305, 95.33333333333333, 'High Risk'),
(122064, 92, 19, '30:46.0', 37.06243917, 99.93437879312621, 116, 74, 41, 'Male', 61.39121375180599, 1.9270968185393376, 0.096240379, 42, 16.53100095398443, 88, 'High Risk'),
(122065, 80, 14, '29:46.0', 36.211602168024314, 96.99324287579877, 128, 85, 32, 'Male', 58.322706740232775, 1.814284987248898, 0.11942400026532901, 43, 17.718487945249638, 99.33333333333333, 'High Risk'),
(122066, 64, 16, '28:46.0', 37.03120603769406, 97.51171424957292, 126, 77, 51, 'Female', 75.86537829718733, 1.955956212854552, 0.14587503900917312, 49, 19.830121326129344, 93.33333333333333, 'Low Risk'),
(122067, 90, 18, '27:46.0', 36.58909932338658, 95.61213167857335, 134, 71, 47, 'Male', 63.700988189060375, 1.5544415522386124, 0.14534005115569196, 63, 26.363154545619576, 92, 'Low Risk'),
(122068, 99, 17, '26:46.0', 36.53703287325019, 99.40968860993763, 122, 79, 39, 'Male', 93.57588472563671, 1.9327793393980328, 0.11045738559766152, 43, 25.049519106461926, 93.33333333333333, 'High Risk'),
(122069, 65, 15, '25:46.0', 36.183751584966146, 99.23949651, 122, 76, 84, 'Female', 63.047894472413674, 1.937513527634727, 0.094777746, 46, 16.79504225237446, 91.33333333333333, 'High Risk'),
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(122246, 97, 16, '28:46.0', 36.76917222862343, 98.61690710116302, 128, 75, 77, 'Male', 77.81237543341935, 1.6372354134716267, 0.12714564608246462, 53, 29.02862157047686, 92.66666666666666, 'High Risk'),
(122247, 98, 15, '27:46.0', 36.772543383495744, 97.57739481032617, 114, 72, 84, 'Male', 68.4281677, 1.7592061788090199, 0.060267322, 42, 22.110645805887433, 86, 'High Risk'),
(122248, 88, 12, '26:46.0', 36.72793741, 95.46457250455995, 111, 72, 18, 'Male', 61.988454148526124, 1.509202496632771, 0.067333591, 39, 27.215466078331968, 85, 'Low Risk'),
(122249, 97, 19, '25:46.0', 36.99053854, 99.33458636669623, 127, 85, 33, 'Female', 56.03972017223689, 1.9580590442714234, 0.092982576, 42, 14.61653365331197, 99, 'High Risk'),
(122250, 91, 13, '24:46.0', 37.3153723, 97.48623020920485, 126, 82, 44, 'Female', 57.527414968369065, 1.9744574441154268, 0.061529486, 44, 14.756362101304754, 96.66666666666667, 'High Risk'),
(122251, 70, 12, '23:46.0', 36.881784726138484, 98.37252383666568, 111, 78, 74, 'Male', 71.23097021569654, 1.8027089506348726, 0.1358741511102026, 33, 21.91884318985539, 89, 'Low Risk'),
(122252, 85, 16, '22:46.0', 36.404404713465354, 97.97277810190074, 138, 86, 34, 'Female', 80.44604949155757, 1.9950009188422397, 0.063029193, 52, 20.212429667935318, 103.33333333333333, 'Low Risk'),
(122253, 68, 14, '21:46.0', 36.61924262642107, 99.75078045789652, 118, 75, 78, 'Female', 83.75999059061618, 1.8005632021068263, 0.059960467, 43, 25.835678964154408, 89.33333333333333, 'Low Risk'),
(122254, 67, 19, '20:46.0', 36.67047942828122, 97.06616401, 112, 77, 42, 'Male', 99.59915694466297, 1.503167919559615, 0.14447944211694747, 35, 44.07990656742659, 88.66666666666667, 'High Risk'),
(122255, 80, 18, '19:46.0', 36.0053306, 97.51478309019848, 115, 83, 49, 'Female', 96.19158248929241, 1.669665071260226, 0.11108219913799267, 32, 34.50470713, 93.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(122257, 96, 12, '17:46.0', 36.51439452619405, 99.17756577, 138, 86, 59, 'Female', 70.27331215618972, 1.644474622602552, 0.11935605779745112, 52, 25.985798808026175, 103.33333333333333, 'High Risk'),
(122258, 84, 19, '16:46.0', 36.76941091891118, 99.43067926417395, 129, 80, 88, 'Female', 83.10007921523663, 1.7752321148427233, 0.05243239, 49, 26.36884734347087, 96.33333333333333, 'Low Risk'),
(122259, 72, 16, '15:46.0', 36.57089142465553, 96.91406741456301, 115, 82, 19, 'Male', 90.57010706879095, 1.7746218244562195, 0.13713107107056494, 33, 28.7589645, 93, 'Low Risk'),
(122260, 63, 19, '14:46.0', 37.186192192954024, 97.72634133, 124, 82, 73, 'Male', 59.396109763929886, 1.6203500099126238, 0.070859719, 42, 22.62248604129835, 96, 'Low Risk'),
(122261, 99, 19, '13:46.0', 37.07133815434509, 95.22902546036238, 135, 82, 69, 'Male', 76.36909047365299, 1.5791432392344062, 0.06886524, 53, 30.624892134612633, 99.66666666666666, 'High Risk'),
(122262, 99, 14, '12:46.0', 36.67182505264898, 98.26991080771882, 138, 72, 41, 'Male', 68.65560411, 1.7663918104482343, 0.0514429, 66, 22.00401376163061, 94, 'High Risk'),
(122263, 90, 17, '11:46.0', 36.809082513452616, 98.51241878581385, 113, 85, 32, 'Male', 67.25031545260047, 1.9524564966766549, 0.11049523832224853, 28, 17.641340961443156, 94.33333333333333, 'High Risk'),
(122264, 77, 19, '10:46.0', 36.453836748478764, 98.22819291122948, 126, 76, 86, 'Female', 75.87621583762139, 1.896887187732085, 0.1493450258375375, 50, 21.08738158940195, 92.66666666666666, 'Low Risk'),
(122265, 91, 14, '09:46.0', 36.58763324089134, 98.87254344787544, 127, 75, 69, 'Female', 63.75823996501809, 1.7129525758234188, 0.1381187803479308, 52, 21.729295255085383, 92.33333333333333, 'High Risk'),
(122266, 68, 18, '08:46.0', 36.18890650079068, 97.14129678946674, 130, 72, 35, 'Male', 71.52002117497466, 1.6598044672473529, 0.13773410913725764, 58, 25.960543241231633, 91.33333333333333, 'Low Risk'),
(122267, 96, 17, '07:46.0', 36.58455166, 96.50729282381596, 128, 85, 87, 'Male', 53.20520338795949, 1.757779258855411, 0.093915416, 43, 17.21969426907201, 99.33333333333333, 'High Risk'),
(122268, 91, 13, '06:46.0', 36.112054426345374, 98.98337935422514, 121, 82, 75, 'Male', 70.25070094041659, 1.7190085513482107, 0.13108466912698008, 39, 23.773580093434255, 95, 'High Risk'),
(122269, 77, 13, '05:46.0', 37.117204195442795, 98.26574744357063, 112, 72, 88, 'Female', 60.44653497569739, 1.6254098263180599, 0.1336425516545505, 40, 22.879453604987845, 85.33333333333333, 'Low Risk'),
(122270, 78, 13, '04:46.0', 36.04410629662087, 97.50000252117447, 127, 71, 44, 'Female', 82.8909339, 1.9426430696214214, 0.069097935, 56, 21.964484073410404, 89.66666666666666, 'Low Risk'),
(122271, 65, 14, '03:46.0', 37.01143839064335, 97.51705407740354, 128, 88, 24, 'Female', 81.76761541332216, 1.8666243449229296, 0.11784936307246799, 40, 23.46753537708597, 101.33333333333333, 'Low Risk'),
(122272, 88, 18, '02:46.0', 36.828365796166715, 98.95592880477061, 112, 89, 34, 'Female', 80.61214122597812, 1.6238219327462944, 0.095246523, 23, 30.57198592274224, 96.66666666666667, 'High Risk'),
(122273, 71, 17, '01:46.0', 36.743799976148225, 96.58102483433606, 118, 88, 44, 'Male', 72.55430513945271, 1.7544596240178894, 0.11886901672489954, 30, 23.57091441603676, 98, 'Low Risk'),
(122274, 77, 17, '00:46.0', 36.98695592021313, 95.21879520160527, 114, 80, 70, 'Female', 70.69201439420497, 1.7589535187004885, 0.058568761, 34, 22.84870712599789, 91.33333333333333, 'Low Risk'),
(122275, 72, 18, '59:46.0', 36.05123047, 97.22340593568688, 119, 74, 71, 'Female', 99.85359619401149, 1.8004797759073174, 0.12016922106575922, 45, 30.802588604967788, 89, 'High Risk'),
(122276, 61, 14, '58:46.0', 37.077740658296754, 95.90945751, 137, 78, 84, 'Female', 59.26373050612473, 1.9058556496028252, 0.14120066005571363, 59, 16.315822726751886, 97.66666666666666, 'High Risk'),
(122277, 73, 15, '57:46.0', 36.91253447731298, 97.61893047134056, 115, 89, 70, 'Male', 59.062186989263104, 1.9950567526859044, 0.11891293083667359, 26, 14.838807995943194, 97.66666666666667, 'High Risk'),
(122278, 88, 14, '56:46.0', 37.13204787302402, 99.21607057, 114, 87, 38, 'Female', 68.99366260045362, 1.6934297778070355, 0.10205123195387641, 27, 24.058847314597696, 96, 'Low Risk'),
(122279, 70, 12, '55:46.0', 37.27930609496124, 95.31683698040834, 134, 71, 70, 'Female', 81.26209009945646, 1.5843124816389211, 0.1477322676778693, 63, 32.37474086984972, 92, 'High Risk'),
(122280, 81, 12, '54:46.0', 37.00717850453237, 99.69277858011141, 135, 76, 44, 'Male', 55.81589203032205, 1.8498654891147974, 0.10774400284103483, 59, 16.310886633999914, 95.66666666666666, 'High Risk'),
(122281, 76, 16, '53:46.0', 36.06276350451106, 96.62519925, 112, 72, 89, 'Male', 65.39570062495383, 1.696807227886293, 0.12618480653386382, 40, 22.71350652559396, 85.33333333333333, 'Low Risk'),
(122282, 85, 18, '52:46.0', 37.24772574048872, 98.47634031404515, 128, 81, 83, 'Female', 52.06311623553455, 1.9505969343956653, 0.0843746, 47, 13.683433457617113, 96.66666666666667, 'High Risk'),
(122283, 72, 14, '51:46.0', 37.092103740054775, 99.42490921076303, 132, 83, 21, 'Female', 83.27514543519543, 1.621002320331771, 0.12459235850498829, 49, 31.691889048882626, 99.33333333333333, 'High Risk'),
(122284, 99, 13, '50:46.0', 36.871981769272814, 96.30070112934413, 131, 87, 47, 'Male', 87.06841732314157, 1.9179528129299799, 0.082078527, 44, 23.669267288075257, 101.66666666666667, 'High Risk'),
(122285, 93, 14, '49:46.0', 36.65833569743828, 99.49467337183923, 113, 76, 50, 'Male', 52.85859551633737, 1.8095780792349938, 0.11949358995792389, 37, 16.142134667227637, 88.33333333333333, 'High Risk'),
(122286, 81, 18, '48:46.0', 36.08962724579153, 97.13259395547043, 138, 77, 71, 'Male', 99.70557577875145, 1.8627770889199666, 0.1045983796401821, 61, 28.734104730410465, 97.33333333333333, 'Low Risk'),
(122287, 89, 16, '47:46.0', 36.48926152435758, 95.2532203, 139, 72, 81, 'Female', 69.60158561651089, 1.5478440108197322, 0.12437102933815418, 67, 29.051245163654766, 94.33333333333333, 'Low Risk'),
(122288, 77, 13, '46:46.0', 36.61414026338955, 97.01529116878281, 123, 79, 21, 'Male', 61.021255124042966, 1.5953748447526122, 0.1076484597407601, 44, 23.97483661927254, 93.66666666666667, 'Low Risk'),
(122289, 77, 19, '45:46.0', 36.125896022365794, 99.93458023346886, 130, 84, 71, 'Male', 99.13144009645583, 1.7286691374230643, 0.083674883, 46, 33.17322225279358, 99.33333333333333, 'High Risk'),
(122290, 64, 16, '44:46.0', 36.88581634925561, 99.66810227473823, 134, 73, 18, 'Male', 79.81447212243212, 1.939238740032142, 0.070595507, 61, 21.22360180021409, 93.33333333333333, 'Low Risk'),
(122291, 67, 17, '43:46.0', 36.27538402983256, 96.94398990341259, 135, 83, 76, 'Male', 83.75376393826687, 1.9115621441194246, 0.10117221170348911, 52, 22.920679630042088, 100.33333333333333, 'Low Risk'),
(122292, 84, 16, '42:46.0', 37.458938657329796, 95.48903966297142, 114, 84, 78, 'Female', 53.34826187896453, 1.793964391027917, 0.10783704952305423, 30, 16.576492356335837, 94, 'High Risk'),
(122293, 71, 16, '41:46.0', 36.189941365212576, 96.76997852593162, 127, 87, 26, 'Female', 89.96591037127729, 1.860134025769844, 0.093647144, 40, 26.00096729376104, 100.33333333333333, 'Low Risk'),
(122294, 84, 12, '40:46.0', 36.96781323984126, 97.71678261832723, 111, 70, 31, 'Male', 62.154850882536515, 1.9678311456732511, 0.090357973, 41, 16.050899251634327, 83.66666666666667, 'High Risk'),
(122295, 91, 14, '39:46.0', 36.652988616832126, 98.26989498260936, 114, 71, 65, 'Male', 82.80206579013912, 1.7317789115337252, 0.12007152902155889, 43, 27.609356108329212, 85.33333333333333, 'High Risk'),
(122296, 81, 14, '38:46.0', 36.00306622412422, 99.13435420677138, 116, 84, 49, 'Male', 73.04665928207422, 1.985057902735818, 0.14707526510161667, 32, 18.537621050928372, 94.66666666666667, 'Low Risk'),
(122297, 67, 19, '37:46.0', 36.89992176754022, 97.44370377, 136, 72, 51, 'Male', 89.04579888, 1.609284247, 0.1275485601590291, 64, 34.383328330377424, 93.33333333333333, 'High Risk'),
(122298, 64, 18, '36:46.0', 36.20793258354072, 95.01361120168725, 132, 87, 29, 'Male', 80.29529781652852, 1.7336488868558608, 0.056704993061377454, 45, 26.715777824098957, 102, 'Low Risk'),
(122299, 86, 16, '35:46.0', 36.44933284198712, 96.17844451008304, 133, 70, 47, 'Male', 84.32608423600107, 1.9523576806489682, 0.090814084, 63, 22.12295639288055, 91, 'Low Risk'),
(122300, 70, 19, '34:46.0', 36.10921456594088, 95.27058271253517, 133, 87, 68, 'Male', 56.24276234759766, 1.833896287, 0.078450095, 46, 16.72311208, 102.33333333333333, 'High Risk'),
(122301, 67, 13, '33:46.0', 36.88193480548486, 96.43702198450973, 110, 81, 48, 'Female', 97.92113284879775, 1.5007421166203652, 0.099041873, 29, 43.47747237313908, 90.66666666666667, 'High Risk'),
(122302, 61, 16, '32:46.0', 36.72573496882343, 97.38137616040576, 128, 79, 61, 'Female', 62.60199085, 1.5915629638592934, 0.05692812, 49, 24.713855090565765, 95.33333333333333, 'Low Risk'),
(122303, 65, 15, '31:46.0', 36.14588500864263, 97.04888401463961, 119, 78, 88, 'Male', 86.75483925593775, 1.9641731602319847, 0.065879425, 41, 22.487136955388134, 91.66666666666667, 'Low Risk'),
(122304, 87, 17, '30:46.0', 36.20909719194385, 95.42053018174066, 122, 89, 82, 'Male', 54.27447312, 1.8394735045066777, 0.054945493, 33, 16.04015433780429, 100, 'High Risk'),
(122305, 90, 13, '29:46.0', 37.35646776625681, 99.60856694463324, 129, 73, 52, 'Male', 93.54394712376187, 1.5824225967658179, 0.064829484, 56, 37.35689220820346, 91.66666666666666, 'High Risk'),
(122306, 61, 12, '28:46.0', 36.839416156456366, 97.21377147117796, 113, 87, 51, 'Male', 56.07768533778699, 1.881840844824714, 0.083612117, 26, 15.835227178542421, 95.66666666666667, 'High Risk'),
(122307, 72, 17, '27:46.0', 36.990366757482604, 98.16423340036518, 119, 87, 31, 'Male', 58.75911411888411, 1.958864507281545, 0.073596405, 32, 15.313217283953069, 97.66666666666667, 'High Risk'),
(122308, 74, 19, '26:46.0', 36.38116453, 97.95290794279964, 128, 83, 34, 'Female', 81.44215544089064, 1.842691911794984, 0.13737980799729588, 45, 23.98522517361512, 98, 'Low Risk'),
(122309, 60, 13, '25:46.0', 37.37740739, 98.64841806443434, 135, 70, 49, 'Male', 80.32505803, 1.881246236036409, 0.12949510115797586, 65, 22.696545448616394, 91.66666666666666, 'Low Risk'),
(122310, 70, 17, '24:46.0', 37.07694087, 97.88689447362553, 118, 70, 61, 'Female', 74.01343187914732, 1.7395137167461874, 0.11714288210270252, 48, 24.459908429022054, 86, 'Low Risk'),
(122311, 75, 14, '23:46.0', 37.39140490452079, 96.67276685281759, 121, 70, 61, 'Male', 55.78347582117944, 1.5022067348872956, 0.090041998, 51, 24.71986882334719, 87, 'Low Risk'),
(122312, 72, 18, '22:46.0', 37.36432286291962, 95.37356889967874, 116, 84, 62, 'Female', 57.92558717193341, 1.625946137948474, 0.081141044, 32, 21.91079498050778, 94.66666666666667, 'Low Risk'),
(122313, 68, 13, '21:46.0', 37.31945807265261, 97.44344579028619, 130, 82, 67, 'Male', 83.03819239571772, 1.5915376816063118, 0.051629472, 48, 32.782648386706754, 98, 'High Risk'),
(122314, 72, 14, '20:46.0', 36.11338898735537, 99.54355886303917, 135, 86, 66, 'Female', 88.10470727, 1.5377608271932328, 0.12211560264954009, 49, 37.25817047782241, 102.33333333333333, 'High Risk'),
(122315, 77, 19, '19:46.0', 36.227527163646045, 99.44045282102506, 115, 75, 52, 'Male', 83.74534773854185, 1.524281324032032, 0.12274879515426973, 40, 36.043788541225794, 88.33333333333333, 'High Risk'),
(122316, 80, 13, '18:46.0', 37.48020945741235, 99.53113068335105, 123, 72, 45, 'Female', 77.50466738395873, 1.6768694177111434, 0.066927999, 51, 27.56318298599242, 89, 'Low Risk'),
(122317, 89, 19, '17:46.0', 36.60168128721006, 95.45526694564235, 139, 84, 85, 'Male', 92.89240039102282, 1.6446995983777484, 0.13526260250313668, 55, 34.34053150732681, 102.33333333333333, 'High Risk'),
(122318, 66, 15, '16:46.0', 36.41535585915655, 95.84153679345111, 135, 79, 82, 'Female', 78.91772637571017, 1.6388383748495252, 0.11250578368350668, 56, 29.38341812310946, 97.66666666666666, 'Low Risk'),
(122319, 98, 13, '15:46.0', 37.10206303337296, 97.35671844685362, 118, 87, 54, 'Female', 93.27949849802394, 1.821852658652824, 0.067901135, 31, 28.10345411, 97.33333333333333, 'High Risk'),
(122320, 98, 12, '14:46.0', 37.42429393010262, 98.65440343059983, 119, 86, 63, 'Male', 82.33277473816986, 1.8016330207905318, 0.085559491, 33, 25.36530482794943, 97, 'High Risk'),
(122321, 71, 13, '13:46.0', 36.82016428503009, 98.38292612167305, 121, 77, 27, 'Female', 54.99025170965517, 1.5273086322741372, 0.098631409, 44, 23.57393571268324, 91.66666666666667, 'Low Risk'),
(122322, 73, 12, '12:46.0', 37.471206080273184, 99.49149592169596, 117, 80, 29, 'Female', 92.33741791601847, 1.8140136352783822, 0.1355896500782962, 37, 28.060579234856178, 92.33333333333333, 'Low Risk'),
(122323, 99, 12, '11:46.0', 36.38396765624546, 97.46961572373301, 129, 88, 20, 'Female', 98.53744040646114, 1.5049531311153819, 0.052825576, 41, 43.50661825894686, 101.66666666666667, 'High Risk'),
(122324, 64, 13, '10:46.0', 36.23164820500052, 96.75606812219206, 127, 78, 47, 'Male', 84.80347098861347, 1.6770316140436148, 0.078881668, 49, 30.15304174079803, 94.33333333333333, 'High Risk'),
(122325, 80, 19, '09:46.0', 36.62397926851028, 97.56350790301585, 137, 74, 72, 'Female', 75.58886843867016, 1.8659531697614078, 0.064721236, 63, 21.70982707056458, 95, 'Low Risk'),
(122326, 77, 15, '08:46.0', 36.30506382594007, 98.64300675712886, 112, 75, 55, 'Male', 66.27460413150098, 1.7213925461632757, 0.11944141327341669, 37, 22.365947757266763, 87.33333333333333, 'Low Risk'),
(122327, 75, 15, '07:46.0', 37.28058241, 95.11690201996736, 112, 85, 18, 'Male', 85.28456284, 1.8783451718386257, 0.05139221, 27, 24.172391633268962, 94, 'Low Risk'),
(122328, 91, 19, '06:46.0', 36.438536346384744, 98.43924801649153, 131, 83, 45, 'Female', 88.72582381361504, 1.6244983096886143, 0.079669657, 48, 33.62106860521625, 99, 'High Risk'),
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(122503, 78, 14, '11:46.0', 36.54256156576019, 95.17151853, 122, 82, 71, 'Female', 66.07739319556774, 1.5156588861318756, 0.08408593, 40, 28.764045115412948, 95.33333333333333, 'Low Risk'),
(122504, 76, 19, '10:46.0', 36.08905591688614, 98.39400314605568, 128, 81, 20, 'Female', 85.46940525567916, 1.702875482908515, 0.10603998690886363, 47, 29.474394791269127, 96.66666666666667, 'Low Risk'),
(122505, 77, 18, '09:46.0', 37.48010980976714, 99.84861846388213, 132, 72, 49, 'Male', 58.10824456209082, 1.663692697709938, 0.11054416200118938, 60, 20.99382317174014, 92, 'Low Risk'),
(122506, 98, 18, '08:46.0', 37.042242119687785, 96.4280726, 112, 83, 76, 'Female', 59.72313624737124, 1.663648917592647, 0.1203950062467904, 29, 21.57840014177326, 92.66666666666667, 'High Risk'),
(122507, 66, 12, '07:46.0', 36.676640515729375, 99.66191714006258, 129, 70, 84, 'Male', 56.60941739, 1.5600646770182176, 0.058406778, 59, 23.25966620434834, 89.66666666666666, 'Low Risk'),
(122508, 89, 14, '06:46.0', 36.03240798456659, 98.52003681, 132, 73, 88, 'Male', 53.04394344110673, 1.7957673972556953, 0.08657897, 59, 16.448853712723558, 92.66666666666666, 'High Risk'),
(122509, 82, 18, '05:46.0', 37.476705248892486, 96.21880154675782, 128, 79, 78, 'Male', 80.80987016705137, 1.8908676381241405, 0.13793575619111123, 49, 22.601754376723363, 95.33333333333333, 'Low Risk'),
(122510, 84, 14, '04:46.0', 37.23939638599033, 97.17270331381043, 122, 80, 74, 'Male', 56.99517693084157, 1.683399027849494, 0.10031417094526196, 42, 20.112402979179244, 94, 'Low Risk'),
(122511, 66, 16, '03:46.0', 36.80940280161796, 97.48298368193915, 131, 88, 88, 'Female', 81.89994450987618, 1.9318516548260396, 0.054373515291420586, 43, 21.945023940504615, 102.33333333333333, 'Low Risk'),
(122512, 97, 16, '02:46.0', 37.388501862999405, 97.28496965, 137, 72, 32, 'Female', 96.57865843967616, 1.7278382114014166, 0.14211512683518213, 65, 32.350054738299164, 93.66666666666666, 'High Risk'),
(122513, 70, 12, '01:46.0', 36.63144823865236, 96.91088661295052, 139, 78, 19, 'Female', 67.79283426134467, 1.6059110738367282, 0.098907129, 61, 26.28698669973164, 98.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(122515, 97, 16, '59:46.0', 36.99926938057476, 95.82950070248941, 116, 77, 20, 'Male', 60.11623231202751, 1.5418295416523176, 0.1030416992400746, 39, 25.28826471203826, 90, 'High Risk'),
(122516, 87, 12, '58:46.0', 36.55816562994488, 97.55272773, 118, 80, 39, 'Male', 87.63075388149109, 1.787137828681303, 0.087423684, 38, 27.437241916904767, 92.66666666666667, 'Low Risk'),
(122517, 96, 15, '57:46.0', 37.27885598, 97.60044542022075, 116, 88, 36, 'Female', 52.374404310212554, 1.768232397021168, 0.14215177660741185, 28, 16.750987318356554, 97.33333333333333, 'High Risk'),
(122518, 70, 14, '56:46.0', 37.31515052623472, 95.05749731, 119, 80, 19, 'Female', 94.04973121191705, 1.6779113628834632, 0.079523814, 39, 33.40561937734724, 93, 'High Risk'),
(122519, 69, 12, '55:46.0', 36.93355003412196, 96.15339631, 121, 88, 21, 'Male', 60.636757988583646, 1.7943858381179774, 0.11369314858416447, 33, 18.83234090530731, 99, 'Low Risk'),
(122520, 64, 19, '54:46.0', 37.245871364774914, 99.56861733686466, 131, 83, 58, 'Male', 97.83025554689999, 1.5409216833784392, 0.091037905, 48, 41.20140774835922, 99, 'High Risk'),
(122521, 96, 18, '53:46.0', 36.71003332352687, 99.44270387033994, 127, 73, 18, 'Female', 83.71117175313546, 1.512032588690801, 0.088783885, 54, 36.615175314675454, 91, 'High Risk'),
(122522, 72, 17, '52:46.0', 36.12068967731204, 95.75511248837499, 115, 78, 30, 'Female', 71.04918991535054, 1.9425854354616832, 0.092331393, 37, 18.827769552363275, 90.33333333333333, 'Low Risk'),
(122523, 71, 13, '51:46.0', 36.29440551211563, 98.38015141797362, 119, 84, 78, 'Female', 94.71750808387233, 1.5054547219705545, 0.10192897987868159, 35, 41.792164747736265, 95.66666666666667, 'High Risk'),
(122524, 67, 19, '50:46.0', 36.79713606828834, 96.54716155447952, 110, 84, 53, 'Male', 66.35294674676342, 1.7124020076839535, 0.1453859977848606, 26, 22.628134841040243, 92.66666666666667, 'Low Risk'),
(122525, 67, 14, '49:46.0', 36.98331479535642, 99.24122626897412, 138, 70, 50, 'Female', 89.57211009217124, 1.678167271937789, 0.10383430896637649, 68, 31.80550612792221, 92.66666666666666, 'High Risk'),
(122526, 99, 13, '48:46.0', 37.24532255923515, 96.10654593871816, 131, 80, 60, 'Male', 74.72016205820569, 1.6180289735560474, 0.12152758521214395, 51, 28.540739188541917, 97, 'High Risk'),
(122527, 78, 19, '47:46.0', 36.559297889953385, 95.87754086643226, 134, 74, 63, 'Male', 51.921783691772184, 1.5974157270088791, 0.057808218, 60, 20.34762343931383, 94, 'Low Risk'),
(122528, 97, 17, '46:46.0', 37.07224008298663, 97.88543416385139, 118, 75, 53, 'Male', 61.35377856467827, 1.5895777201838583, 0.08033301, 43, 24.28162683948024, 89.33333333333333, 'High Risk'),
(122529, 99, 18, '45:46.0', 36.2180541, 95.52701787824857, 135, 84, 23, 'Female', 59.73104628088636, 1.6307492899643132, 0.1465604432723686, 51, 22.460826128623232, 101, 'High Risk'),
(122530, 78, 13, '44:46.0', 37.150102775479866, 97.86371048363979, 127, 80, 30, 'Male', 64.38323183998058, 1.5815436650242014, 0.14070382478526205, 47, 25.74011004799384, 95.66666666666667, 'Low Risk'),
(122531, 89, 14, '43:46.0', 37.476639171508644, 97.23548982428221, 132, 88, 77, 'Male', 96.35770131544027, 1.7469250219106673, 0.069046516, 44, 31.574603104204172, 102.66666666666667, 'High Risk'),
(122532, 78, 18, '42:46.0', 36.97216302, 97.45439660624871, 129, 79, 75, 'Male', 77.25442849594668, 1.591284514716182, 0.12568665912990148, 50, 30.508981601525317, 95.66666666666666, 'High Risk'),
(122533, 88, 18, '41:46.0', 36.818510283759814, 98.11090270448204, 115, 80, 24, 'Male', 50.239777214747875, 1.972029024673593, 0.10965946691772882, 35, 12.918768013264518, 91.66666666666667, 'High Risk'),
(122534, 87, 15, '40:46.0', 36.56919038934717, 95.81602991873203, 130, 84, 34, 'Female', 93.52910956492893, 1.537307028201169, 0.13916098012410155, 46, 39.57542380707083, 99.33333333333333, 'High Risk'),
(122535, 93, 13, '39:46.0', 37.27584996209092, 97.80817691355614, 139, 89, 48, 'Male', 74.87669252655895, 1.8633601732084317, 0.086457153, 50, 21.565177384339776, 105.66666666666666, 'High Risk'),
(122536, 91, 18, '38:46.0', 36.24273601, 96.79150125893409, 124, 73, 75, 'Male', 85.11942927514129, 1.9678402135244617, 0.14315249169419014, 51, 21.981080686742462, 90, 'High Risk'),
(122537, 68, 17, '37:46.0', 37.42596641842319, 98.29952817, 115, 71, 83, 'Male', 64.57899913466484, 1.8480864962117245, 0.10591807609105433, 44, 18.90804914842943, 85.66666666666667, 'Low Risk'),
(122538, 96, 13, '36:46.0', 36.025757239228085, 98.98886700163018, 127, 79, 74, 'Female', 97.3004549, 1.859406927463879, 0.12436728331579477, 48, 28.14271427220487, 95, 'High Risk'),
(122539, 77, 18, '35:46.0', 36.84809682674318, 96.06321620070852, 119, 79, 65, 'Male', 57.992518690197265, 1.7392894253915991, 0.10059072303225806, 40, 19.170271254663614, 92.33333333333333, 'Low Risk'),
(122540, 93, 13, '34:46.0', 37.366060641729455, 96.90695301364104, 128, 73, 32, 'Female', 83.11160407635029, 1.984211756699382, 0.09875967, 55, 21.109873327951888, 91.33333333333333, 'High Risk'),
(122541, 75, 15, '33:46.0', 37.17536916542768, 96.44385631446035, 116, 86, 18, 'Male', 70.05010570163985, 1.963221285402131, 0.11626394966233526, 30, 18.17482705, 96, 'High Risk'),
(122542, 61, 18, '32:46.0', 36.578498522510706, 95.91311544473456, 130, 79, 42, 'Female', 59.827289650358736, 1.9451710472604204, 0.12331555165919773, 51, 15.811888203468948, 96, 'High Risk'),
(122543, 87, 13, '31:46.0', 36.586759052843924, 96.89287495037094, 133, 84, 33, 'Male', 84.00131791916891, 1.9449707506530947, 0.10751154401083035, 49, 22.205469019511227, 100.33333333333333, 'Low Risk'),
(122544, 92, 14, '30:46.0', 37.39170007482435, 95.82566410435031, 121, 77, 36, 'Male', 58.62813317, 1.525643988513983, 0.11843025740302444, 44, 25.188346640584825, 91.66666666666667, 'High Risk'),
(122545, 84, 18, '29:46.0', 36.27880373433245, 95.43632439269813, 117, 75, 71, 'Male', 64.68518486, 1.9421632898425063, 0.070939082, 42, 17.148784455527142, 89, 'High Risk'),
(122546, 88, 13, '28:46.0', 36.62603747315705, 98.41961886863162, 127, 71, 63, 'Female', 84.28852569181684, 1.9119980641799288, 0.075000544, 56, 23.056509528373272, 89.66666666666666, 'Low Risk'),
(122547, 89, 14, '27:46.0', 36.26037805080436, 97.40318240529514, 139, 88, 33, 'Female', 55.49256058066487, 1.7183802895554803, 0.13247771189631768, 51, 18.793003721576373, 105, 'Low Risk'),
(122548, 86, 12, '26:46.0', 37.34957021367534, 99.41245521056474, 138, 82, 64, 'Female', 99.46849925385436, 1.697411004483472, 0.14181048217839085, 56, 34.523239303854915, 100.66666666666666, 'High Risk'),
(122549, 90, 15, '25:46.0', 36.67006992652203, 99.28090971, 126, 70, 57, 'Male', 60.48247053587015, 1.953970759544735, 0.14067733233382043, 56, 15.841394223056835, 88.66666666666666, 'High Risk'),
(122550, 97, 16, '24:46.0', 36.030973452005654, 96.15133077973792, 112, 72, 40, 'Female', 91.47254830678798, 1.540254300303082, 0.062766785, 40, 38.55723817334076, 85.33333333333333, 'High Risk'),
(122551, 62, 18, '23:46.0', 36.34935714590797, 99.65752743342175, 127, 86, 81, 'Male', 79.62083883, 1.9420363384868613, 0.1373514925842079, 41, 21.11115744913951, 99.66666666666667, 'Low Risk'),
(122552, 99, 14, '22:46.0', 36.94166517695375, 99.43760510781706, 115, 76, 34, 'Female', 56.397130179134116, 1.8279619450370697, 0.067774453, 39, 16.878066923449314, 89, 'High Risk'),
(122553, 62, 13, '21:46.0', 36.74127990674341, 99.80094078449802, 139, 80, 18, 'Female', 64.8044995, 1.9646892394296656, 0.12509194133149812, 59, 16.78871387913816, 99.66666666666666, 'High Risk'),
(122554, 85, 14, '20:46.0', 36.20305333859943, 96.80742646, 126, 89, 29, 'Male', 91.59748380053345, 1.6316903378993786, 0.058081327, 37, 34.40393036565071, 101.33333333333333, 'High Risk'),
(122555, 83, 18, '19:46.0', 36.12960500179822, 99.25272820870059, 115, 75, 54, 'Male', 97.60227220165521, 1.9700865381052042, 0.053860952, 40, 25.147181794646805, 88.33333333333333, 'Low Risk'),
(122556, 71, 15, '18:46.0', 36.20276935, 99.64758489, 122, 81, 62, 'Female', 64.90496306373547, 1.7780936224167632, 0.076328248, 41, 20.529040835478526, 94.66666666666667, 'Low Risk'),
(122557, 92, 13, '17:46.0', 36.41176384001641, 97.78804372009051, 130, 74, 59, 'Male', 63.23412319343557, 1.5924346937870484, 0.098893792, 56, 24.93608325903314, 92.66666666666666, 'High Risk'),
(122558, 71, 16, '16:46.0', 36.38935676, 99.10252045843836, 127, 87, 60, 'Female', 91.31356395, 1.7259590499732627, 0.098994514, 40, 30.65309411561451, 100.33333333333333, 'High Risk'),
(122559, 94, 16, '15:46.0', 36.48465589, 98.28793595, 129, 85, 21, 'Female', 87.10874775502313, 1.9145408011770852, 0.077046476, 44, 23.764709961268622, 99.66666666666667, 'High Risk'),
(122560, 80, 18, '14:46.0', 37.26834279, 98.27628759858676, 130, 87, 46, 'Male', 56.525782151696056, 1.6553994282452429, 0.058318089872153527, 43, 20.627233209337906, 101.33333333333333, 'Low Risk'),
(122561, 76, 12, '13:46.0', 37.152792783443616, 96.47913757643452, 139, 88, 71, 'Female', 52.6045204, 1.5505826756035281, 0.094946785, 51, 21.879289298294104, 105, 'Low Risk'),
(122562, 70, 19, '12:46.0', 36.02709998297026, 96.11244996554909, 126, 76, 59, 'Female', 86.91899220268502, 1.8560390421567852, 0.082625175, 50, 25.23134879537074, 92.66666666666666, 'Low Risk'),
(122563, 75, 17, '11:46.0', 37.13736640628452, 96.39137897213523, 119, 86, 74, 'Female', 93.60199171298495, 1.5292417409609462, 0.11011386530095996, 33, 40.025134745655976, 97, 'High Risk'),
(122564, 99, 12, '10:46.0', 37.03674895954988, 96.87012605876049, 116, 87, 48, 'Female', 91.13059612839706, 1.8323526796278067, 0.082320925, 29, 27.142264349926386, 96.66666666666667, 'High Risk'),
(122565, 80, 15, '09:46.0', 36.41047957702119, 95.79070145931773, 136, 83, 81, 'Male', 50.624740037437114, 1.7295989554653377, 0.082764588, 53, 16.922790476841072, 100.66666666666666, 'High Risk'),
(122566, 96, 17, '08:46.0', 37.38982720411494, 97.35180288742004, 135, 81, 23, 'Male', 72.10186869, 1.692831686898978, 0.055718499342482825, 54, 25.160482269290135, 99, 'High Risk'),
(122567, 91, 13, '07:46.0', 36.34028743701478, 95.54022617, 113, 72, 54, 'Male', 58.00853938, 1.7619300040610268, 0.096833289, 41, 18.685926136399964, 85.66666666666667, 'High Risk'),
(122568, 70, 17, '06:46.0', 37.04584327658454, 98.04710906, 138, 78, 52, 'Female', 54.48533858388127, 1.955756303165566, 0.11277413462051467, 60, 14.24459732495689, 98, 'High Risk'),
(122569, 78, 17, '05:46.0', 37.44024639841877, 96.68920122511825, 124, 80, 85, 'Female', 54.94607956797644, 1.8447168587430562, 0.060651356048022076, 44, 16.146458369654397, 94.66666666666667, 'High Risk'),
(122570, 72, 12, '04:46.0', 36.00927664170769, 99.38435963316378, 127, 88, 20, 'Female', 72.02274575537587, 1.811185319159318, 0.088332617, 39, 21.95552849766498, 101, 'Low Risk'),
(122571, 66, 19, '03:46.0', 36.05490528318461, 99.81541434105324, 116, 76, 19, 'Male', 54.44682752804438, 1.8799564407104383, 0.05255399, 40, 15.405542854159513, 89.33333333333333, 'High Risk'),
(122572, 98, 18, '02:46.0', 36.01863125122779, 97.88055517998693, 115, 86, 51, 'Male', 65.91037991861967, 1.6779632385468615, 0.092815422, 29, 23.40932715791567, 95.66666666666667, 'High Risk'),
(122573, 87, 17, '01:46.0', 37.35543649459695, 99.71746316768544, 123, 89, 20, 'Male', 52.82034980737601, 1.6437097255451487, 0.055436473, 34, 19.550191843102066, 100.33333333333333, 'Low Risk'),
(122574, 95, 14, '00:46.0', 36.360461153832894, 95.47227017333987, 113, 89, 29, 'Male', 58.541242251195186, 1.8086273037614784, 0.096743021, 24, 17.896321302791243, 97, 'High Risk'),
(122575, 92, 13, '59:46.0', 36.414646035577576, 95.21275497, 135, 75, 56, 'Male', 50.40544154326655, 1.7631695476294262, 0.064356418, 60, 16.213966474672553, 95, 'High Risk'),
(122576, 89, 17, '58:46.0', 36.20947782584634, 95.01715810420849, 120, 73, 43, 'Male', 53.30020380538356, 1.8364780559897973, 0.080306593, 47, 15.803649274984107, 88.66666666666667, 'High Risk'),
(122577, 73, 18, '57:46.0', 37.10728546658502, 96.63669509932888, 113, 77, 73, 'Male', 82.67075326241013, 1.6620211691974385, 0.1353349406066658, 36, 29.92807562173733, 89, 'Low Risk'),
(122578, 79, 19, '56:46.0', 36.08521284375892, 95.66939480384606, 129, 80, 40, 'Male', 90.47182804663333, 1.9473792866693158, 0.13346106045064166, 49, 23.856804574180533, 96.33333333333333, 'Low Risk'),
(122579, 96, 12, '55:46.0', 36.52618497529655, 95.14979977540267, 126, 74, 31, 'Male', 75.81890881423465, 1.8915659577758204, 0.072594506, 52, 21.190175362961412, 91.33333333333333, 'High Risk'),
(122580, 65, 13, '54:46.0', 37.48357863921026, 96.63391016386502, 111, 87, 43, 'Male', 93.45741567910802, 1.8895276557405232, 0.050842737, 24, 26.17623988753701, 95, 'Low Risk'),
(122581, 91, 17, '53:46.0', 36.94785022, 99.49345037028397, 134, 77, 73, 'Male', 85.40466935599153, 1.6899389856185558, 0.066695633, 57, 29.904707976261527, 96, 'High Risk'),
(122582, 94, 13, '52:46.0', 36.80488305724044, 98.92865180196213, 125, 73, 32, 'Male', 59.18334714331048, 1.6855827244029935, 0.066218141, 52, 20.830484922638625, 90.33333333333333, 'High Risk'),
(122583, 75, 18, '51:46.0', 36.694462358481466, 99.02331694392586, 111, 73, 25, 'Male', 78.78676501759752, 1.8227442073394928, 0.052534356797314476, 38, 23.713836175970506, 85.66666666666667, 'Low Risk'),
(122584, 64, 13, '50:46.0', 36.74703745432237, 99.29304905, 112, 76, 22, 'Female', 95.94244278222726, 1.7722422971393637, 0.1175571674075426, 36, 30.546719501888994, 88, 'High Risk'),
(122585, 99, 12, '49:46.0', 36.92498470019264, 98.41011141687865, 132, 76, 79, 'Female', 79.34540077932894, 1.6312339829296207, 0.0925703, 56, 29.81873650771517, 94.66666666666666, 'High Risk'),
(122586, 76, 13, '48:46.0', 37.30758046972276, 96.74672651178845, 122, 87, 59, 'Male', 85.74070544279193, 1.997753151175663, 0.054321607, 35, 21.48341924211935, 98.66666666666667, 'Low Risk'),
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(122762, 82, 13, '52:46.0', 37.47491545315237, 95.20331346106823, 133, 72, 50, 'Female', 82.51840466597858, 1.523613380141188, 0.1413070019064455, 61, 35.54686192861981, 92.33333333333333, 'High Risk'),
(122763, 83, 12, '51:46.0', 36.815101431535446, 98.15211607344314, 117, 81, 35, 'Female', 71.77055146433295, 1.7773014476364382, 0.064344504, 36, 22.720824858574762, 93, 'Low Risk'),
(122764, 68, 17, '50:46.0', 36.84379328330371, 97.59230890487598, 114, 72, 33, 'Male', 54.45792726274015, 1.8269479581962962, 0.14057698902459637, 42, 16.315814340585156, 86, 'High Risk'),
(122765, 74, 17, '49:46.0', 36.32257974672436, 96.25595794723714, 139, 89, 66, 'Female', 76.60309221, 1.9664389375138667, 0.075394463, 50, 19.81004084, 105.66666666666666, 'Low Risk'),
(122766, 72, 19, '48:46.0', 36.07269630045194, 97.54766683238286, 121, 73, 55, 'Male', 95.18877582237957, 1.7845091391165138, 0.13584892258703757, 48, 29.891533004144375, 89, 'Low Risk'),
(122767, 88, 13, '47:46.0', 36.19672710888481, 97.56361380722089, 131, 70, 73, 'Female', 89.35114936509716, 1.5449721938269239, 0.076546572, 61, 37.433359789135416, 90.33333333333333, 'High Risk'),
(122768, 70, 15, '46:46.0', 36.866541827681736, 97.97087251485067, 119, 86, 55, 'Female', 69.21213433273694, 1.5734860030227242, 0.1334283292544206, 33, 27.95480544280692, 97, 'Low Risk'),
(122769, 64, 18, '45:46.0', 37.11070360721368, 95.04287778273847, 112, 88, 71, 'Female', 84.33786167647489, 1.823029867059129, 0.071070881, 24, 25.376692542734013, 96, 'Low Risk'),
(122770, 81, 14, '44:46.0', 36.21935430462407, 95.83637897589442, 126, 81, 52, 'Male', 74.32112642968188, 1.9077658384514793, 0.10991718369317838, 45, 20.420301391277302, 96, 'Low Risk'),
(122771, 95, 14, '43:46.0', 37.10747448496945, 99.42515882, 138, 78, 24, 'Female', 77.72901272725316, 1.7330980709379773, 0.082963986, 60, 25.878367370682106, 98, 'High Risk'),
(122772, 97, 17, '42:46.0', 36.02711106559308, 98.71545117619662, 132, 70, 51, 'Male', 67.46834172679084, 1.982492392576216, 0.1389713594371052, 62, 17.16631102747005, 90.66666666666666, 'High Risk'),
(122773, 75, 18, '41:46.0', 36.43016689951535, 99.25190043173171, 137, 74, 58, 'Male', 91.15987815208743, 1.5151929087042642, 0.082844477, 63, 39.70707331919237, 95, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(122775, 79, 12, '39:46.0', 36.772883589274734, 97.05105495861126, 120, 78, 86, 'Male', 69.26474513469704, 1.5807634928664156, 0.07623925, 42, 27.719056618479527, 92, 'Low Risk'),
(122776, 79, 15, '38:46.0', 37.27613421351158, 98.81420780925873, 125, 77, 18, 'Male', 60.23896022184985, 1.5520817161006393, 0.10872806748083094, 48, 25.00623459921792, 93, 'Low Risk'),
(122777, 99, 15, '37:46.0', 36.793582501356184, 95.87878668175911, 127, 86, 65, 'Female', 66.33580919255755, 1.8377718095179443, 0.1397395169710003, 41, 19.641057200937666, 99.66666666666667, 'High Risk'),
(122778, 89, 19, '36:46.0', 37.34614591679069, 96.12584233749169, 128, 70, 34, 'Male', 76.26106722344194, 1.9354273019775206, 0.098916826, 58, 20.358658263009254, 89.33333333333333, 'Low Risk'),
(122779, 77, 15, '35:46.0', 37.29033228, 98.49082020709584, 132, 79, 18, 'Male', 83.98698680479748, 1.712724469618924, 0.060709699, 53, 28.631031537824054, 96.66666666666666, 'Low Risk'),
(122780, 80, 16, '34:46.0', 37.11882327441606, 96.86515388425646, 130, 81, 51, 'Male', 81.13644950518135, 1.6365894358539899, 0.1320778705315882, 49, 30.292597352591045, 97.33333333333333, 'High Risk'),
(122781, 66, 18, '33:46.0', 37.36246039394383, 98.36932223674256, 113, 84, 22, 'Male', 93.41787507475121, 1.6987410480896294, 0.080225101, 29, 32.37245397894878, 93.66666666666667, 'High Risk'),
(122782, 82, 15, '32:46.0', 37.30491121146738, 95.52451157808429, 139, 85, 84, 'Male', 92.11982945173636, 1.8475992561734131, 0.12557504681558687, 54, 26.985941078952767, 103, 'Low Risk'),
(122783, 72, 17, '31:46.0', 36.26104098055549, 96.65597758264437, 112, 77, 64, 'Male', 91.35172003427444, 1.6764080909679075, 0.142969121, 35, 32.505528572749206, 88.66666666666667, 'High Risk'),
(122784, 98, 14, '30:46.0', 36.68710701144613, 97.84696401, 128, 76, 50, 'Male', 52.00616254890357, 1.5550861982298272, 0.068558523, 52, 21.505318315056087, 93.33333333333333, 'High Risk'),
(122785, 79, 18, '29:46.0', 36.179080570180645, 96.68076735, 117, 84, 48, 'Male', 74.11911905149229, 1.9427872984404724, 0.12518761519842714, 33, 19.63720789263437, 95, 'Low Risk'),
(122786, 72, 13, '28:46.0', 37.1119268, 95.95476981472513, 136, 84, 73, 'Male', 51.45823694719729, 1.7138993691899937, 0.089293502, 52, 17.517989614606844, 101.33333333333333, 'High Risk'),
(122787, 69, 13, '27:46.0', 37.43625215270916, 97.27422253099604, 110, 72, 58, 'Female', 63.944061705961076, 1.9713444667560034, 0.14359822319517562, 38, 16.454139789858225, 84.66666666666667, 'High Risk'),
(122788, 88, 14, '26:46.0', 37.39905918865365, 99.23783320210842, 136, 81, 76, 'Male', 59.51810481430238, 1.9286829360824005, 0.1096930858986585, 55, 16.00027391860884, 99.33333333333333, 'High Risk'),
(122789, 96, 18, '25:46.0', 36.380792289060494, 95.97049255, 138, 75, 72, 'Male', 86.61712263050997, 1.6837017930308542, 0.14180265036222112, 63, 30.554374953514596, 96, 'High Risk'),
(122790, 75, 12, '24:46.0', 36.64173806058357, 96.85619654019476, 118, 72, 71, 'Female', 93.00529943056611, 1.885619379274646, 0.05418904, 46, 26.157704504979847, 87.33333333333333, 'Low Risk'),
(122791, 82, 13, '23:46.0', 36.36999724099478, 96.18698684771483, 122, 86, 87, 'Male', 76.61717121230464, 1.9389944221764985, 0.14270587010070793, 36, 20.37853660303804, 98, 'Low Risk'),
(122792, 84, 12, '22:46.0', 36.01011710668631, 99.48277339, 122, 84, 66, 'Female', 60.08561441341867, 1.896447581875869, 0.068904134, 38, 16.706628675096056, 96.66666666666667, 'High Risk'),
(122793, 91, 19, '21:46.0', 36.70343687114542, 99.77292714682946, 124, 84, 40, 'Female', 58.46681394675618, 1.7706045049918226, 0.059174954, 40, 18.64946160420901, 97.33333333333333, 'High Risk'),
(122794, 79, 19, '20:46.0', 36.384799356452355, 96.55705422, 112, 70, 37, 'Male', 98.20645695190706, 1.8262800431880624, 0.07086252, 42, 29.44457542015644, 84, 'Low Risk'),
(122795, 61, 18, '19:46.0', 37.09067628092946, 97.16388398362115, 133, 86, 78, 'Male', 50.64216345115217, 1.7862028875997198, 0.078392505, 47, 15.872695189699266, 101.66666666666667, 'High Risk'),
(122796, 79, 14, '18:46.0', 36.926490566493804, 96.27334612, 124, 71, 83, 'Male', 72.63764779630635, 1.925338707249788, 0.13629001355101478, 53, 19.595100175738125, 88.66666666666666, 'Low Risk'),
(122797, 71, 15, '17:46.0', 37.39707248216616, 96.40490954652016, 134, 76, 83, 'Male', 64.68349411311867, 1.7295810781093566, 0.050713581, 58, 21.62278455356219, 95.33333333333333, 'Low Risk'),
(122798, 85, 14, '16:46.0', 36.54381956, 98.22080642, 112, 85, 37, 'Female', 56.14880912152815, 1.9318516633808536, 0.051832216, 27, 15.045027891822208, 94, 'High Risk'),
(122799, 93, 19, '15:46.0', 36.944248515052216, 99.73572662, 131, 86, 38, 'Female', 64.10601955279105, 1.8909798613936495, 0.0560067, 45, 17.927717671801656, 101, 'High Risk'),
(122800, 88, 12, '14:46.0', 37.315485565375226, 98.21603892, 112, 86, 78, 'Female', 57.26044256042472, 1.717350545289086, 0.14969085279554672, 26, 19.414973212610363, 94.66666666666667, 'Low Risk'),
(122801, 80, 19, '13:46.0', 37.390137761795145, 97.06960133332751, 133, 73, 80, 'Female', 55.197564609988206, 1.5739393509555348, 0.13480974167454923, 60, 22.281474604913882, 93, 'Low Risk'),
(122802, 72, 18, '12:46.0', 37.15511348892924, 98.90750942240683, 127, 83, 54, 'Male', 76.86142494726245, 1.5801307135658007, 0.13143642681178666, 44, 30.783812296814002, 97.66666666666667, 'High Risk'),
(122803, 98, 18, '11:46.0', 36.465199373826174, 99.23067055832338, 122, 89, 39, 'Female', 60.4047753, 1.6006383318823727, 0.092465318, 33, 23.57679931882142, 100, 'High Risk'),
(122804, 74, 12, '10:46.0', 36.59461104794574, 96.11459654258253, 128, 82, 51, 'Male', 55.95263686108203, 1.7032918957913672, 0.10300574170548724, 46, 19.28601046436524, 97.33333333333333, 'Low Risk'),
(122805, 60, 19, '09:46.0', 36.66378386676492, 95.40512816158747, 139, 80, 34, 'Male', 93.57687224194278, 1.5596488383898441, 0.14142284702669822, 59, 38.469352174649416, 99.66666666666666, 'High Risk'),
(122806, 88, 16, '08:46.0', 36.685100664010044, 98.70305009364976, 121, 86, 70, 'Female', 96.17323077812719, 1.9722512779419539, 0.1299426236824372, 35, 24.724625003501153, 97.66666666666667, 'Low Risk'),
(122807, 92, 15, '07:46.0', 36.12349113070067, 98.74271661312252, 136, 73, 88, 'Female', 78.49230188082558, 1.728202779617034, 0.054884240541977394, 63, 26.28074466817517, 94, 'High Risk'),
(122808, 78, 17, '06:46.0', 36.178207567602286, 96.76513323, 131, 72, 55, 'Male', 65.41655920445456, 1.6378206106239968, 0.083520908, 59, 24.38681216244971, 91.66666666666666, 'Low Risk'),
(122809, 64, 16, '05:46.0', 36.764739726684695, 99.86258869047957, 114, 89, 69, 'Male', 52.14292334320311, 1.6647915020665192, 0.12356104158137539, 25, 18.81376327166228, 97.33333333333333, 'Low Risk'),
(122810, 72, 15, '04:46.0', 36.633479707467146, 95.38541786577214, 139, 79, 57, 'Female', 88.85510865600028, 1.9784109228514133, 0.14651409333294435, 60, 22.701230588317603, 99, 'Low Risk'),
(122811, 61, 17, '03:46.0', 36.55325651209108, 96.14543903132103, 126, 89, 66, 'Male', 65.99387537, 1.5381646053298914, 0.1095633668628682, 37, 27.893178435152056, 101.33333333333333, 'Low Risk'),
(122812, 94, 19, '02:46.0', 37.33824216408289, 95.34607905812625, 120, 79, 20, 'Female', 84.19655982249449, 1.8085882975166463, 0.098439408, 41, 25.74037764343164, 92.66666666666667, 'High Risk'),
(122813, 74, 19, '01:46.0', 36.15978792277106, 95.88398741835898, 139, 85, 65, 'Male', 94.33076181826158, 1.886680483931322, 0.082463549, 54, 26.50065618567346, 103, 'Low Risk'),
(122814, 68, 13, '00:46.0', 36.80245, 96.58695569512264, 139, 82, 26, 'Male', 55.55167137015556, 1.691815065657511, 0.093063101, 57, 19.40847238085691, 101, 'Low Risk'),
(122815, 63, 18, '59:46.0', 37.05298222180522, 97.26791723737398, 110, 87, 86, 'Female', 74.48175593007528, 1.6536980337329754, 0.14198643577908251, 23, 27.235633830927682, 94.66666666666667, 'Low Risk'),
(122816, 65, 14, '58:46.0', 36.63485263052536, 97.86527525150035, 118, 86, 55, 'Male', 96.38597387487084, 1.5197186031469847, 0.14119732492740314, 32, 41.733756736305345, 96.66666666666667, 'High Risk'),
(122817, 76, 14, '57:46.0', 37.32808325418968, 95.95421333008306, 121, 88, 64, 'Female', 68.96884677172154, 1.771933709578764, 0.07754399, 33, 21.966356294404648, 99, 'Low Risk'),
(122818, 84, 17, '56:46.0', 36.108849798596864, 95.34073308024429, 122, 86, 53, 'Male', 52.229322521895966, 1.9338333486177963, 0.085904593, 36, 13.966137130103787, 98, 'High Risk'),
(122819, 98, 17, '55:46.0', 37.17831780331751, 97.34804833017914, 134, 87, 69, 'Male', 81.31067885785782, 1.6389707643948075, 0.057502415, 47, 30.26949485495404, 102.66666666666667, 'High Risk'),
(122820, 95, 17, '54:46.0', 36.75212175842187, 97.96320916407005, 133, 81, 30, 'Male', 82.24157825956678, 1.8010504832802152, 0.1150905360269326, 52, 25.35360171499459, 98.33333333333333, 'High Risk'),
(122821, 94, 16, '53:46.0', 36.85729264745436, 95.67656701424971, 129, 77, 78, 'Female', 53.54580971972663, 1.5319022738025823, 0.067632352, 52, 22.817253569657773, 94.33333333333333, 'High Risk'),
(122822, 72, 15, '52:46.0', 37.04790032020517, 96.7823567, 126, 79, 87, 'Male', 82.74665319271395, 1.7933355572484073, 0.07322521, 47, 25.72926133143609, 94.66666666666667, 'Low Risk'),
(122823, 80, 19, '51:46.0', 37.276117351904595, 95.63826302233633, 117, 71, 25, 'Female', 86.86487465060307, 1.793203018502798, 0.092299155, 46, 27.013774784238144, 86.33333333333333, 'Low Risk'),
(122824, 88, 18, '50:46.0', 36.875843457883946, 97.83471454, 137, 81, 38, 'Male', 63.182584208732465, 1.6977347652745438, 0.086341893, 56, 21.920865677280258, 99.66666666666666, 'Low Risk'),
(122825, 60, 12, '49:46.0', 37.27017690546537, 96.20726912159176, 135, 78, 20, 'Female', 94.86847138569834, 1.5139042244541756, 0.12060358755743357, 57, 41.39282821884841, 97, 'High Risk'),
(122826, 89, 19, '48:46.0', 37.45663324115429, 99.44676298, 113, 73, 32, 'Male', 58.555309576054064, 1.791739519653129, 0.1337593108159552, 40, 18.239651481797456, 86.33333333333333, 'High Risk'),
(122827, 70, 19, '47:46.0', 37.19945524090113, 97.77946166474356, 131, 88, 44, 'Female', 53.383183764844865, 1.6244698419353876, 0.059640104, 43, 20.22931444835172, 102.33333333333333, 'Low Risk'),
(122828, 97, 13, '46:46.0', 36.54499174745387, 99.45974231276317, 116, 71, 54, 'Male', 87.79958483162409, 1.7462922016361493, 0.057975670632452396, 45, 28.791124871123444, 86, 'High Risk'),
(122829, 64, 15, '45:46.0', 37.01577836878404, 97.14732633070375, 114, 76, 31, 'Male', 87.68708897528461, 1.811205423817292, 0.054118487, 38, 26.730078401287496, 88.66666666666667, 'Low Risk'),
(122830, 99, 14, '44:46.0', 36.07483037680358, 98.78075446892124, 120, 83, 67, 'Male', 92.54653370331107, 1.9895548302599013, 0.073231125, 37, 23.38020594114243, 95.33333333333333, 'High Risk'),
(122831, 73, 17, '43:46.0', 37.26608860203962, 97.65795449717943, 123, 88, 75, 'Male', 99.61850416691183, 1.5684115403309566, 0.11681927193852765, 35, 40.49673012785886, 99.66666666666667, 'High Risk'),
(122832, 76, 16, '42:46.0', 36.15316311596614, 96.63434603, 134, 71, 85, 'Female', 66.22367222490635, 1.7832838007276335, 0.086884071, 63, 20.824392009003873, 92, 'Low Risk'),
(122833, 73, 12, '41:46.0', 36.98627899648483, 97.31388701, 112, 81, 31, 'Male', 76.62641323746607, 1.7062527387223283, 0.123035597, 31, 26.32035692955497, 91.33333333333333, 'Low Risk'),
(122834, 69, 17, '40:46.0', 36.63418090803057, 97.63973361367835, 126, 84, 36, 'Female', 89.39396510263694, 1.670573009193907, 0.092749534, 42, 32.03150026031365, 98, 'High Risk'),
(122835, 84, 17, '39:46.0', 36.24216399098585, 98.98925946569106, 133, 78, 21, 'Male', 58.464058080661985, 1.7909946757280553, 0.13832705043351368, 55, 18.226377774247645, 96.33333333333333, 'High Risk'),
(122836, 74, 16, '38:46.0', 36.40654615942709, 99.28749795941677, 121, 76, 88, 'Male', 63.72007695497164, 1.6592140850876893, 0.06622365, 45, 23.145759705001907, 91, 'Low Risk'),
(122837, 82, 18, '37:46.0', 37.27328842546024, 95.07457652773155, 123, 83, 32, 'Female', 66.29792598, 1.5503082263539687, 0.094322603, 40, 27.5844189, 96.33333333333333, 'Low Risk'),
(122838, 95, 16, '36:46.0', 37.12300256566776, 99.80899997669823, 135, 70, 46, 'Female', 74.77560803967634, 1.8627652649156043, 0.1439627210063093, 65, 21.549822192366165, 91.66666666666666, 'High Risk'),
(122839, 88, 19, '35:46.0', 36.620153111661295, 97.38951042555698, 122, 80, 40, 'Male', 76.36753890616149, 1.6464041423371674, 0.057963225, 42, 28.173181597644785, 94, 'Low Risk'),
(122840, 68, 12, '34:46.0', 36.454536198098324, 98.56681795299151, 134, 84, 54, 'Female', 82.17658763445255, 1.8646654269429783, 0.06807103, 50, 23.634491681833325, 100.66666666666666, 'Low Risk'),
(122841, 68, 13, '33:46.0', 37.19088690807858, 95.12794239967035, 129, 75, 67, 'Female', 81.59853398189568, 1.9809182867850188, 0.11144677161040398, 54, 20.794535983679335, 93, 'Low Risk'),
(122842, 60, 12, '32:46.0', 37.392303111738016, 95.23604924914332, 121, 82, 78, 'Female', 68.51660732635926, 1.6977774756106863, 0.05258967, 39, 23.770280972185486, 95, 'Low Risk'),
(122843, 96, 12, '31:46.0', 36.582288036950445, 95.84479607695373, 133, 89, 44, 'Female', 75.80059503, 1.6818557753521624, 0.062448345798790765, 44, 26.79755142828595, 103.66666666666667, 'High Risk'),
(122844, 91, 16, '30:46.0', 37.082575609087975, 95.93316773450273, 129, 76, 79, 'Male', 70.90097630436975, 1.5986303108247606, 0.070334678, 53, 27.743172942408105, 93.66666666666666, 'High Risk'),
(122845, 92, 18, '29:46.0', 36.97107109481763, 95.61320657430616, 133, 86, 38, 'Female', 95.53920925866494, 1.672675171934624, 0.08392961, 47, 34.147461285236304, 101.66666666666667, 'High Risk'),
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(123022, 82, 15, '32:46.0', 36.57984928641283, 99.84261827261996, 124, 75, 83, 'Female', 75.01055233680957, 1.593375330968208, 0.13073020596219645, 49, 29.545149054709974, 91.33333333333333, 'Low Risk'),
(123023, 79, 18, '31:46.0', 36.21751465334716, 96.45781294048948, 139, 78, 59, 'Female', 98.87250558705209, 1.9503835590468706, 0.13052819350878775, 61, 25.99174785537877, 98.33333333333333, 'Low Risk'),
(123024, 93, 18, '30:46.0', 36.39146915044917, 96.58219473381466, 129, 87, 56, 'Female', 73.04386010822311, 1.6101656748657918, 0.11247635751877981, 42, 28.173615782440994, 101, 'High Risk'),
(123025, 98, 18, '29:46.0', 37.267833519413045, 98.50078674, 120, 86, 38, 'Female', 56.97235471, 1.5880101245844904, 0.056987386998895155, 34, 22.592153779675286, 97.33333333333333, 'High Risk'),
(123026, 84, 18, '28:46.0', 37.01810371480804, 95.74503516107609, 127, 72, 39, 'Female', 62.794004594971426, 1.628461146415627, 0.1318808444327251, 55, 23.67900112265508, 90.33333333333333, 'Low Risk'),
(123027, 64, 12, '27:46.0', 36.54149385601619, 98.36843391736198, 114, 77, 60, 'Female', 63.562894644128654, 1.9489429766362445, 0.054710653, 37, 16.734217208524022, 89.33333333333333, 'High Risk'),
(123028, 61, 18, '26:46.0', 36.76128194450833, 99.40147550615188, 128, 86, 27, 'Male', 74.09864383697953, 1.9600477948901642, 0.11304121033807936, 42, 19.28754429309683, 100, 'Low Risk'),
(123029, 84, 17, '25:46.0', 36.25250819664512, 97.36155987353628, 129, 75, 59, 'Male', 54.15087073537214, 1.8403623060333782, 0.096133584, 54, 15.988171026948114, 93, 'High Risk'),
(123030, 81, 16, '24:46.0', 36.36022514215617, 99.73991617420391, 138, 89, 61, 'Female', 55.06090684811129, 1.5957653817728108, 0.13851260889856254, 49, 21.622468905155607, 105.33333333333333, 'Low Risk'),
(123031, 85, 18, '23:46.0', 37.24619902, 95.18824043572778, 116, 76, 67, 'Female', 80.80153554574709, 1.8527506390827677, 0.096123116, 40, 23.53887326650606, 89.33333333333333, 'Low Risk'),
(123032, 88, 13, '22:46.0', 36.648596580216214, 97.07779524211954, 121, 80, 40, 'Female', 96.70246119203924, 1.8037360183947697, 0.14491049464418587, 41, 29.722926814692386, 93.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(123033, 69, 17, '21:46.0', 36.09134191593054, 95.16990777895965, 118, 87, 42, 'Female', 78.09180626326193, 1.7080553890999655, 0.13721520906569612, 31, 26.767115213984642, 97.33333333333333, 'Low Risk'),
(123034, 74, 14, '20:46.0', 36.983806408748805, 97.25773912232266, 118, 80, 28, 'Female', 87.62528241039973, 1.9555293215467038, 0.055792138, 38, 22.913992480127483, 92.66666666666667, 'Low Risk'),
(123035, 83, 18, '19:46.0', 36.532425568347676, 97.56663795282455, 123, 72, 26, 'Male', 53.35872722406016, 1.569736637, 0.068707179, 51, 21.65468508, 89, 'Low Risk'),
(123036, 98, 13, '18:46.0', 37.44517936731038, 97.01477170437532, 127, 89, 30, 'Male', 52.09533114418215, 1.9337371501820553, 0.13058926252149833, 38, 13.931693822160222, 101.66666666666667, 'High Risk'),
(123037, 67, 18, '17:46.0', 36.145207215515576, 98.77437238520808, 133, 83, 88, 'Female', 71.29792675343819, 1.5326341346380912, 0.053046019, 50, 30.352880604898704, 99.66666666666666, 'High Risk'),
(123038, 91, 16, '16:46.0', 37.40718086470751, 99.08199063, 112, 80, 86, 'Female', 58.41790130061938, 1.8745062383838644, 0.12636969763231892, 32, 16.625402579487837, 90.66666666666667, 'High Risk'),
(123039, 65, 14, '15:46.0', 37.35759743, 97.81868721424377, 117, 84, 58, 'Female', 60.666268586682385, 1.6948398442355077, 0.14612409264563642, 33, 21.119807373976638, 95, 'Low Risk'),
(123040, 84, 16, '14:46.0', 36.592567961011746, 96.22724517388525, 117, 86, 63, 'Female', 85.62272357803792, 1.8767369064512214, 0.074289868, 31, 24.309848317901928, 96.33333333333333, 'Low Risk'),
(123041, 75, 12, '13:46.0', 36.96384919, 98.41182787008229, 123, 87, 81, 'Female', 94.29916723256709, 1.6990010546915717, 0.061855464096818094, 36, 32.667850581399044, 99, 'High Risk'),
(123042, 88, 17, '12:46.0', 37.184546368286355, 98.39148272272581, 135, 89, 62, 'Male', 54.54189951368615, 1.505689223176009, 0.092859627, 46, 24.05800301205564, 104.33333333333333, 'Low Risk'),
(123043, 61, 13, '11:46.0', 37.019737989209546, 95.82350602715437, 134, 75, 51, 'Male', 50.75092003202596, 1.8663772335255722, 0.075078424, 59, 14.569513939726185, 94.66666666666666, 'High Risk'),
(123044, 99, 13, '10:46.0', 36.648383614115865, 96.98380256248925, 115, 70, 86, 'Female', 75.76136145315711, 1.8205298136836807, 0.050223502790715684, 45, 22.858734292070142, 85, 'High Risk'),
(123045, 80, 16, '09:46.0', 36.88278546555158, 98.13873357847623, 137, 85, 81, 'Female', 59.38908314473514, 1.7044475508460657, 0.065280245, 52, 20.44275092747886, 102.33333333333333, 'Low Risk'),
(123046, 72, 16, '08:46.0', 36.92381933052257, 97.93620667958433, 119, 80, 88, 'Female', 68.96794610789841, 1.9660394294056547, 0.13007962376668972, 39, 17.84279335615425, 93, 'High Risk'),
(123047, 86, 19, '07:46.0', 36.040816591869344, 99.81530889038933, 123, 80, 40, 'Male', 87.44680445023718, 1.701662244, 0.12724952493910804, 43, 30.19932373489745, 94.33333333333333, 'High Risk'),
(123048, 80, 19, '06:46.0', 37.29668260799109, 99.68276519570855, 129, 85, 75, 'Male', 64.72545638511643, 1.6629271911209589, 0.1204705557889399, 44, 23.406078218086307, 99.66666666666667, 'Low Risk'),
(123049, 82, 17, '05:46.0', 37.0828372, 99.69170809796182, 132, 88, 58, 'Female', 71.55364602297014, 1.642711250634906, 0.10968902908467784, 44, 26.51607904961889, 102.66666666666667, 'Low Risk'),
(123050, 65, 15, '04:46.0', 37.30124640783649, 98.07624237139737, 125, 84, 24, 'Female', 59.753474879698224, 1.7210585354231367, 0.064526524, 41, 20.173064780703072, 97.66666666666667, 'Low Risk'),
(123051, 91, 19, '03:46.0', 37.201327351468024, 99.03060632048897, 110, 89, 39, 'Female', 86.86085468060655, 1.999383737, 0.143387019, 21, 21.72860213607783, 96, 'High Risk'),
(123052, 76, 16, '02:46.0', 37.002703428733504, 97.92135878540867, 139, 75, 53, 'Female', 57.26119705, 1.8022281405081633, 0.062241497, 64, 17.62953630492367, 96.33333333333333, 'High Risk'),
(123053, 92, 18, '01:46.0', 36.00881380297737, 99.98492003740752, 139, 85, 25, 'Male', 81.23740025812437, 1.8487528213218751, 0.10239855098471323, 54, 23.76831076993478, 103, 'High Risk'),
(123054, 75, 16, '00:46.0', 36.70356510069612, 96.63859494197433, 120, 73, 63, 'Female', 54.47835880317522, 1.934830726766922, 0.077518872, 47, 14.552515288417316, 88.66666666666667, 'High Risk'),
(123055, 99, 19, '59:46.0', 36.57879088107146, 99.57506691, 114, 87, 41, 'Female', 59.620159460397616, 1.7603615317707262, 0.080450878, 27, 19.239305643880993, 96, 'High Risk'),
(123056, 74, 19, '58:46.0', 36.34742973543777, 98.89537932810272, 116, 86, 68, 'Female', 89.65903605320113, 1.689486247608059, 0.12535282013313592, 30, 31.411215576134197, 96, 'High Risk'),
(123057, 90, 16, '57:46.0', 36.72301095572789, 98.80187237551196, 134, 78, 26, 'Male', 67.57863007029142, 1.6539851129266183, 0.12461202448516913, 56, 24.702800506254547, 96.66666666666666, 'Low Risk'),
(123058, 89, 15, '56:46.0', 37.03278367750493, 97.25705900466183, 115, 81, 29, 'Female', 77.5040722, 1.850651287365321, 0.072683761, 34, 22.629519594988498, 92.33333333333333, 'Low Risk'),
(123059, 71, 12, '55:46.0', 36.37941917970294, 96.47269229793334, 127, 77, 56, 'Male', 55.40623343426256, 1.7900606387624642, 0.13822653304331634, 50, 17.29112065701929, 93.66666666666666, 'High Risk'),
(123060, 80, 13, '54:46.0', 37.31758976123651, 95.98115122218125, 116, 71, 74, 'Female', 66.35484017590666, 1.5047647617394015, 0.093844229, 45, 29.304571984621607, 86, 'Low Risk'),
(123061, 76, 13, '53:46.0', 36.7613619, 97.28081825, 136, 72, 80, 'Female', 85.63309701128131, 1.9240408569437681, 0.091403284, 64, 23.131993999082308, 93.33333333333333, 'Low Risk'),
(123062, 82, 13, '52:46.0', 36.34968804467098, 98.34456169, 132, 79, 87, 'Female', 52.53301590497291, 1.6510155469278858, 0.095530591, 53, 19.272142957770626, 96.66666666666666, 'Low Risk'),
(123063, 84, 16, '51:46.0', 36.690238867264355, 97.00241561614651, 120, 75, 48, 'Female', 99.07511246423933, 1.9075527770158116, 0.12369337987969721, 45, 27.227730845049898, 90, 'Low Risk'),
(123064, 68, 15, '50:46.0', 36.152459242993494, 96.52796552785243, 129, 87, 45, 'Female', 77.49460628933608, 1.8588447946124853, 0.07172203, 42, 22.427724724625513, 101, 'Low Risk'),
(123065, 89, 15, '49:46.0', 36.55576375666924, 95.36891373, 113, 70, 38, 'Male', 66.63244447900063, 1.7106003928434854, 0.1357258151472683, 43, 22.771341227906046, 84.33333333333333, 'Low Risk'),
(123066, 84, 13, '48:46.0', 36.48832589999182, 96.45511081527366, 112, 81, 56, 'Male', 76.95878040071085, 1.6905090615972482, 0.094449061, 31, 26.929182560589936, 91.33333333333333, 'Low Risk'),
(123067, 85, 18, '47:46.0', 36.28911245932856, 97.68416362259131, 125, 70, 51, 'Male', 69.51647729674632, 1.7706348856401624, 0.1043462605327317, 55, 22.173268870549716, 88.33333333333333, 'Low Risk'),
(123068, 65, 12, '46:46.0', 36.374057469024294, 96.06883794, 135, 72, 22, 'Male', 69.00027392101518, 1.8962653412413142, 0.12500918861896704, 63, 19.189011366901475, 93, 'Low Risk'),
(123069, 69, 15, '45:46.0', 36.80486960726961, 97.71209057372131, 120, 73, 86, 'Male', 58.564124979137546, 1.69080944, 0.075574636, 47, 20.485300119574518, 88.66666666666667, 'Low Risk'),
(123070, 96, 19, '44:46.0', 36.821737094003154, 98.46370840996478, 126, 88, 68, 'Female', 98.35812497020711, 1.7103700170090985, 0.052408333, 38, 33.622506922042604, 100.66666666666667, 'High Risk'),
(123071, 92, 18, '43:46.0', 37.279213873698126, 99.99154830857198, 127, 83, 40, 'Male', 73.93684904847485, 1.8913107125138133, 0.096443171, 44, 20.66974760294148, 97.66666666666667, 'High Risk'),
(123072, 61, 15, '42:46.0', 36.764437692772894, 99.61998768, 127, 74, 41, 'Male', 68.68626489601375, 1.552181617996831, 0.10498531162977945, 53, 28.50918673370151, 91.66666666666666, 'Low Risk'),
(123073, 76, 12, '41:46.0', 36.758248642108434, 95.05334350929452, 133, 78, 55, 'Female', 97.23063420013564, 1.633232194026681, 0.11072809550999894, 55, 36.45081594280967, 96.33333333333333, 'High Risk'),
(123074, 78, 15, '40:46.0', 36.942184278302726, 99.56934990328958, 138, 77, 77, 'Male', 74.13103563154607, 1.7461845245753587, 0.076142493, 61, 24.311950194769718, 97.33333333333333, 'Low Risk'),
(123075, 68, 13, '39:46.0', 36.042827478262225, 96.54116436024407, 133, 82, 72, 'Female', 95.43580477, 1.6172537566772502, 0.082529375, 51, 36.48841534571421, 99, 'High Risk'),
(123076, 78, 12, '38:46.0', 36.93253373, 98.40937207355645, 135, 70, 36, 'Female', 84.46157328482427, 1.9379024867161114, 0.083449351, 65, 22.49030405409845, 91.66666666666666, 'Low Risk'),
(123077, 69, 18, '37:46.0', 37.26442265892477, 97.44903939454507, 127, 72, 34, 'Male', 73.18958171878897, 1.5057251239973852, 0.073317897, 55, 32.28180957, 90.33333333333333, 'High Risk'),
(123078, 81, 18, '36:46.0', 36.59939375302501, 98.41944356661563, 131, 74, 37, 'Male', 53.014106059778626, 1.5779059157062612, 0.096819543, 57, 21.292626389918684, 93, 'Low Risk'),
(123079, 72, 19, '35:46.0', 37.156687788573315, 99.67591735, 138, 76, 62, 'Male', 61.58614479626412, 1.8033530850123942, 0.087921542, 62, 18.93744935793674, 96.66666666666666, 'Low Risk'),
(123080, 79, 16, '34:46.0', 36.13611954772455, 98.07875209308538, 110, 87, 84, 'Female', 59.195754606600985, 1.7827017236979719, 0.11369118617847458, 23, 18.626583016638012, 94.66666666666667, 'Low Risk'),
(123081, 97, 12, '33:46.0', 37.377436667109436, 97.44039614954796, 113, 88, 47, 'Female', 86.69612571, 1.8325768968951852, 0.1493924350242875, 25, 25.815187024703263, 96.33333333333333, 'High Risk'),
(123082, 74, 17, '32:46.0', 37.19077292827848, 95.77209327586226, 128, 86, 50, 'Female', 94.76613736887317, 1.624341911262754, 0.10123161295038521, 42, 35.91685315511477, 100, 'High Risk'),
(123083, 84, 15, '31:46.0', 37.20492600398777, 97.88789764139169, 115, 77, 65, 'Female', 67.92115044978632, 1.7313004444857554, 0.063695882, 38, 22.660012877458907, 89.66666666666667, 'Low Risk'),
(123084, 73, 18, '30:46.0', 37.39684415261901, 99.09952694065746, 138, 82, 45, 'Male', 89.01398365627432, 1.9910136044391396, 0.1229008668253026, 56, 22.454830567123064, 100.66666666666666, 'Low Risk'),
(123085, 93, 18, '29:46.0', 37.24458769991918, 98.69485097765035, 120, 84, 38, 'Female', 95.00716686942252, 1.568545356315821, 0.054562555, 36, 38.615548221118715, 96, 'High Risk'),
(123086, 87, 19, '28:46.0', 36.090478898446875, 99.16550029696512, 113, 87, 65, 'Female', 87.34764433926318, 1.7314049799979774, 0.073982205, 26, 29.137606399503415, 95.66666666666667, 'Low Risk'),
(123087, 63, 12, '27:46.0', 36.19168313185032, 99.37606782462251, 110, 82, 49, 'Male', 59.303023770002284, 1.885038064569999, 0.12480141149616701, 28, 16.68924112109267, 91.33333333333333, 'High Risk'),
(123088, 94, 17, '26:46.0', 36.043663779606845, 97.02089167179705, 113, 89, 55, 'Male', 80.64601814316143, 1.521484299488115, 0.061785607, 24, 34.83757998978464, 97, 'High Risk'),
(123089, 84, 15, '25:46.0', 37.33558658931449, 97.38130745453802, 123, 73, 74, 'Female', 75.63446483846779, 1.667460648875648, 0.10163035399616203, 50, 27.20248322, 89.66666666666666, 'Low Risk'),
(123090, 73, 16, '24:46.0', 36.94691421494014, 96.30357448938405, 134, 76, 76, 'Male', 66.21097994346897, 1.6148218990919707, 0.063663054, 58, 25.391055506062653, 95.33333333333333, 'Low Risk'),
(123091, 85, 16, '23:46.0', 37.31912427411684, 98.01015310596192, 121, 75, 48, 'Male', 81.59001769465256, 1.9518180556517981, 0.094654854, 46, 21.416986597701896, 90.33333333333333, 'Low Risk'),
(123092, 63, 17, '22:46.0', 37.23655306318043, 98.64023223566623, 130, 87, 50, 'Female', 75.20372790382092, 1.947697460245223, 0.099506324, 43, 19.824232090371005, 101.33333333333333, 'Low Risk'),
(123093, 65, 15, '21:46.0', 37.393089647081446, 95.10711886299386, 122, 87, 74, 'Male', 58.820872409627924, 1.878347673555469, 0.12839607182722979, 35, 16.671685112534693, 98.66666666666667, 'High Risk'),
(123094, 99, 12, '20:46.0', 36.286919917550776, 99.18126937743781, 139, 77, 71, 'Male', 60.71139289051477, 1.6889239346308624, 0.076593633, 62, 21.283841506148978, 97.66666666666666, 'High Risk'),
(123095, 98, 18, '19:46.0', 37.49608509594261, 97.00762738099215, 110, 72, 77, 'Female', 86.53678056978366, 1.5282060251538379, 0.14177520539265762, 38, 37.05415542672088, 84.66666666666667, 'High Risk'),
(123096, 87, 19, '18:46.0', 36.74067229967122, 96.33297284424528, 130, 85, 43, 'Female', 82.25102455986968, 1.6102880093205245, 0.10031709161827544, 45, 31.720074475698485, 100, 'High Risk'),
(123097, 67, 16, '17:46.0', 36.79523358829016, 98.00201673999247, 133, 86, 35, 'Male', 50.35761012131345, 1.752711596358618, 0.12027353982564436, 47, 16.392462203653018, 101.66666666666667, 'High Risk'),
(123098, 97, 15, '16:46.0', 37.11203980214008, 98.78173962737775, 114, 83, 57, 'Female', 51.31770528226809, 1.6143726734009474, 0.07009282, 31, 19.690630972380024, 93.33333333333333, 'High Risk'),
(123099, 60, 17, '15:46.0', 36.999935595317595, 95.82789002562129, 116, 73, 51, 'Male', 59.51139179716613, 1.6435343384981356, 0.053019212, 43, 22.03142268, 87.33333333333333, 'Low Risk'),
(123100, 75, 19, '14:46.0', 36.15326553502491, 96.49878043644867, 136, 86, 55, 'Female', 92.03201581, 1.8363972758258795, 0.1086655425238531, 50, 27.29013317018242, 102.66666666666666, 'Low Risk'),
(123101, 93, 17, '13:46.0', 36.49294747835054, 96.72174238597859, 122, 74, 26, 'Male', 60.705610663772326, 1.657533754174706, 0.069902282, 48, 22.095512016292705, 90, 'High Risk'),
(123102, 62, 15, '12:46.0', 36.163211118273516, 95.44514838667844, 120, 82, 54, 'Female', 89.88947514, 1.9534531317322177, 0.069459108, 38, 23.556070902835614, 94.66666666666667, 'Low Risk'),
(123103, 97, 13, '11:46.0', 37.46715956, 96.62536214134134, 119, 77, 86, 'Female', 51.51137811553851, 1.6426647908515708, 0.14546687037297706, 42, 19.089971146495127, 91, 'High Risk'),
(123104, 97, 12, '10:46.0', 36.38251715083338, 98.49109260421355, 126, 73, 21, 'Male', 91.8007644, 1.8767153853567828, 0.096131663, 53, 26.064504234140713, 90.66666666666666, 'High Risk'),
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(123280, 70, 12, '14:46.0', 36.41356142772824, 99.16305732068531, 113, 76, 69, 'Female', 56.59566919089842, 1.649557928296928, 0.065573326, 37, 20.799268268273103, 88.33333333333333, 'Low Risk'),
(123281, 86, 19, '13:46.0', 36.901045568138485, 99.58639127, 126, 74, 35, 'Female', 95.99094968826037, 1.793949644092513, 0.093696332, 52, 29.82701494393212, 91.33333333333333, 'Low Risk'),
(123282, 90, 15, '12:46.0', 37.49423315312116, 97.08262215726955, 113, 70, 51, 'Female', 81.60800283497973, 1.9440542788615913, 0.071673469, 43, 21.593148760722602, 84.33333333333333, 'Low Risk'),
(123283, 81, 17, '11:46.0', 36.37132731587475, 99.51041895, 134, 76, 43, 'Female', 75.74091330928366, 1.687954443482362, 0.14390498585737999, 58, 26.58331241708856, 95.33333333333333, 'Low Risk'),
(123284, 76, 12, '10:46.0', 36.98155590303689, 95.16982775045257, 133, 70, 35, 'Male', 79.04838943390621, 1.7162708911782194, 0.10949974322317771, 63, 26.836220553430017, 91, 'Low Risk'),
(123285, 92, 19, '09:46.0', 36.81230606585753, 97.21532419263255, 128, 76, 43, 'Male', 66.96801594, 1.9456640637751041, 0.088465843, 52, 17.69015821436857, 93.33333333333333, 'High Risk'),
(123286, 67, 12, '08:46.0', 36.59010682144124, 97.59636354912281, 124, 88, 49, 'Male', 62.90898928698572, 1.9335884224245519, 0.082914086, 36, 16.82614525411931, 100, 'High Risk'),
(123287, 74, 15, '07:46.0', 36.84250667384644, 97.15316068813456, 118, 86, 41, 'Male', 99.19225663115903, 1.8855985224086222, 0.067865355, 32, 27.898400991404905, 96.66666666666667, 'Low Risk'),
(123288, 95, 19, '06:46.0', 36.77576281750662, 97.38301150409191, 127, 83, 20, 'Male', 80.30630153716481, 1.9131588800952544, 0.069858806, 44, 21.94055197891462, 97.66666666666667, 'High Risk'),
(123289, 87, 13, '05:46.0', 36.68725582667503, 95.72234205969504, 136, 79, 48, 'Female', 62.2566259, 1.5503015298689986, 0.14825594670799452, 57, 25.903188649937437, 98, 'Low Risk'),
(123290, 88, 18, '04:46.0', 36.63749104445733, 95.31719841923592, 120, 78, 79, 'Female', 99.15814782770323, 1.6708040982506895, 0.10693213784873416, 42, 35.520358655591274, 92, 'High Risk'),
(123291, 62, 16, '03:46.0', 36.944729831357876, 95.68482317297823, 114, 78, 73, 'Female', 91.20345775228904, 1.5953027995393028, 0.057749689, 36, 35.83645559299696, 90, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(123293, 94, 19, '01:46.0', 36.82787889084196, 96.10299689344973, 116, 89, 24, 'Male', 89.49953948544979, 1.9673083944699452, 0.14593736245055033, 27, 23.124689522881113, 98, 'High Risk'),
(123294, 82, 18, '00:46.0', 37.21204229, 95.00558528011427, 112, 89, 19, 'Male', 87.48051766407687, 1.534551840093474, 0.094503081, 23, 37.14909306895526, 96.66666666666667, 'High Risk'),
(123295, 83, 13, '59:46.0', 36.74631615196667, 96.00538321237859, 113, 77, 42, 'Female', 50.75351859862616, 1.6571411126829863, 0.13386648836766257, 36, 18.481923656838056, 89, 'High Risk'),
(123296, 65, 14, '58:46.0', 36.33870357775394, 95.92705086, 114, 72, 66, 'Female', 85.07373387226498, 1.9771476256049034, 0.10678710211478831, 42, 21.762926698076317, 86, 'Low Risk'),
(123297, 83, 14, '57:46.0', 36.020765066802745, 98.73566672002225, 119, 79, 42, 'Male', 68.57235237987942, 1.669782345134537, 0.085898209, 40, 24.594008481300776, 92.33333333333333, 'Low Risk'),
(123298, 74, 19, '56:46.0', 36.228859482703264, 95.05958574879268, 123, 73, 24, 'Female', 93.36224875963083, 1.5773296509541745, 0.075170769, 50, 37.52548975582092, 89.66666666666666, 'High Risk'),
(123299, 63, 12, '55:46.0', 36.26034010629501, 95.06251477068587, 120, 87, 25, 'Female', 86.66775153673777, 1.6674085959004419, 0.072806094, 33, 31.17263091249265, 98, 'High Risk'),
(123300, 66, 18, '54:46.0', 36.58050093, 95.22347032311244, 120, 71, 34, 'Female', 57.720835, 1.727855494680886, 0.103535568, 49, 19.333824331450025, 87.33333333333333, 'Low Risk'),
(123301, 74, 18, '53:46.0', 37.29676111362836, 99.51399142937784, 118, 82, 55, 'Male', 54.57751224981579, 1.870971342994057, 0.077089609, 36, 15.591197198313413, 94, 'High Risk'),
(123302, 68, 14, '52:46.0', 36.218786091323985, 98.51413089074214, 124, 77, 33, 'Male', 76.85217227029403, 1.8435194714634615, 0.082691533, 47, 22.613130524574423, 92.66666666666667, 'Low Risk'),
(123303, 95, 14, '51:46.0', 36.58730297541165, 96.05262756788206, 129, 79, 69, 'Male', 75.30126699344433, 1.6462999388449062, 0.083432123, 50, 27.78333397312972, 95.66666666666666, 'High Risk'),
(123304, 90, 14, '50:46.0', 36.91272992712916, 95.86858806551466, 110, 79, 42, 'Male', 65.49792193, 1.6879897778069042, 0.078751292, 31, 22.98729645322166, 89.33333333333333, 'Low Risk'),
(123305, 70, 19, '49:46.0', 37.48955778249797, 99.84649369099735, 120, 70, 53, 'Male', 61.48179295987986, 1.5792945047121871, 0.097656421, 50, 24.650190259976867, 86.66666666666666, 'Low Risk'),
(123306, 95, 17, '48:46.0', 37.25705404156757, 97.30724417, 139, 76, 78, 'Female', 77.93193741, 1.8434612921726226, 0.10143502584955486, 63, 22.932290097836315, 97, 'High Risk'),
(123307, 68, 19, '47:46.0', 36.95094725232385, 95.11919354815741, 133, 88, 78, 'Female', 81.71743014657277, 1.8001613355947501, 0.054581896103486405, 45, 25.216908427311573, 103, 'Low Risk'),
(123308, 93, 17, '46:46.0', 36.46153781401569, 95.39232605953516, 132, 76, 58, 'Female', 74.30952218793547, 1.522846813523004, 0.13424806681036972, 56, 32.04291597697282, 94.66666666666666, 'High Risk'),
(123309, 96, 13, '45:46.0', 36.32647104107978, 98.35384650529863, 130, 76, 21, 'Female', 59.32263975275399, 1.7576584433423794, 0.085482254, 54, 19.20222254, 94, 'High Risk'),
(123310, 96, 19, '44:46.0', 37.42727193375052, 97.67039891696754, 110, 80, 44, 'Male', 84.08403476655269, 1.8581010832049412, 0.11425869704434678, 30, 24.354256184123823, 90, 'High Risk'),
(123311, 62, 18, '43:46.0', 36.60843144773764, 95.70766149482604, 131, 71, 70, 'Female', 56.16967270561092, 1.995657110659146, 0.12175749444948432, 60, 14.10360206, 91, 'High Risk'),
(123312, 96, 13, '42:46.0', 37.11761472320341, 95.17638206308145, 120, 81, 21, 'Male', 69.88630980113984, 1.5878970902653808, 0.073544929, 39, 27.717075402196485, 94, 'High Risk'),
(123313, 74, 12, '41:46.0', 36.03050148579951, 99.41282679, 111, 75, 38, 'Male', 72.17342794162073, 1.5516866924451969, 0.14738823261299733, 36, 29.975695046768905, 87, 'Low Risk'),
(123314, 73, 16, '40:46.0', 36.09690270348741, 95.26251862, 135, 71, 41, 'Female', 90.41220887, 1.9379347140015029, 0.081632695, 64, 24.074029876785403, 92.33333333333333, 'Low Risk'),
(123315, 86, 13, '39:46.0', 36.934085659615235, 98.09864428, 112, 81, 89, 'Male', 88.18545518597558, 1.9445287808520295, 0.1280836939260041, 31, 23.32212989930426, 91.33333333333333, 'Low Risk'),
(123316, 80, 13, '38:46.0', 36.60354356194323, 96.19871858505287, 131, 83, 32, 'Female', 76.38041895891439, 1.9974123999139066, 0.1205035727836838, 48, 19.14461129, 99, 'Low Risk'),
(123317, 79, 12, '37:46.0', 37.22218395084661, 96.02138672364988, 123, 81, 32, 'Female', 61.36236722013314, 1.5585807713512518, 0.066425434, 42, 25.260589276050034, 95, 'Low Risk'),
(123318, 89, 17, '36:46.0', 36.04740843078091, 95.26168793951285, 112, 70, 34, 'Male', 98.57483931878573, 1.8205269023682369, 0.13830453713940444, 42, 29.74211687096623, 84, 'Low Risk'),
(123319, 99, 14, '35:46.0', 37.16025024826086, 97.89563719228394, 130, 73, 80, 'Female', 53.79453064707632, 1.5105004229644585, 0.097612697, 57, 23.577427617363522, 92, 'High Risk'),
(123320, 87, 18, '34:46.0', 36.20835526140515, 99.71672712900339, 115, 84, 50, 'Female', 53.07815392114865, 1.9607542782084846, 0.062355032, 31, 13.80605079696221, 94.33333333333333, 'High Risk'),
(123321, 62, 15, '33:46.0', 36.234998509786045, 96.16724754064272, 119, 70, 18, 'Male', 64.95816974850695, 1.8618633220218692, 0.1453614636828439, 49, 18.738645127887942, 86.33333333333333, 'Low Risk'),
(123322, 64, 19, '32:46.0', 36.39406135089382, 95.67570316147088, 116, 74, 31, 'Female', 86.20358318606071, 1.9463732334421615, 0.13978469236436686, 42, 22.75480254414964, 88, 'Low Risk'),
(123323, 74, 12, '31:46.0', 36.354201314465435, 99.17925163619495, 115, 76, 68, 'Male', 83.84663048477897, 1.8468362110877736, 0.058021578, 39, 24.58265872686429, 89, 'Low Risk'),
(123324, 63, 18, '30:46.0', 36.67736858, 98.90005590307244, 133, 76, 24, 'Female', 98.54111205978671, 1.501545102, 0.070742318, 57, 43.705963223717774, 95, 'High Risk'),
(123325, 84, 18, '29:46.0', 36.33047628872432, 95.68889335464266, 127, 81, 65, 'Female', 84.8917005, 1.8537658444634006, 0.098174544, 46, 24.703328928538678, 96.33333333333333, 'Low Risk'),
(123326, 98, 16, '28:46.0', 36.392007844871856, 95.03378432107115, 111, 71, 50, 'Male', 95.57547049630128, 1.6814311453601984, 0.11848908668759349, 40, 33.805570490968094, 84.33333333333333, 'High Risk'),
(123327, 86, 19, '27:46.0', 36.592041070847095, 96.29069172, 129, 70, 74, 'Female', 78.00790273593137, 1.7837194141480568, 0.11829875793746933, 59, 24.51802725337869, 89.66666666666666, 'Low Risk'),
(123328, 87, 14, '26:46.0', 37.15510256642641, 97.76077778023532, 135, 87, 89, 'Male', 68.18034137070745, 1.8870569510006092, 0.10391702306108556, 48, 19.146489450657835, 103, 'Low Risk'),
(123329, 84, 16, '25:46.0', 36.00410313179802, 95.90136500470416, 111, 80, 78, 'Female', 54.420545228272104, 1.5930479067264567, 0.069851121, 31, 21.443971237912713, 90.33333333333333, 'Low Risk'),
(123330, 80, 15, '24:46.0', 36.575834461523705, 99.02145417421438, 131, 70, 22, 'Male', 50.4865961, 1.7339432608720302, 0.073719031, 61, 16.792150827911414, 90.33333333333333, 'High Risk'),
(123331, 66, 13, '23:46.0', 36.930888910900855, 97.04214570225612, 138, 77, 80, 'Female', 99.42563178, 1.6207243276816554, 0.053640776, 61, 37.85123526247971, 97.33333333333333, 'High Risk'),
(123332, 89, 19, '22:46.0', 37.26464497818904, 97.53310211, 120, 72, 65, 'Female', 86.58755775, 1.811835728950418, 0.093888081, 48, 26.376541560855024, 88, 'Low Risk'),
(123333, 67, 16, '21:46.0', 37.10367916310211, 98.05267474731657, 137, 79, 55, 'Male', 74.50120033245932, 1.9882116993926457, 0.063343638, 58, 18.846817273197217, 98.33333333333333, 'Low Risk'),
(123334, 87, 13, '20:46.0', 36.740704397321906, 99.66659122282829, 136, 71, 26, 'Female', 91.51653006829912, 1.8291733403558168, 0.12988866211077965, 65, 27.35204605224453, 92.66666666666666, 'Low Risk'),
(123335, 86, 13, '19:46.0', 37.24853758785849, 97.84451737483397, 119, 78, 28, 'Female', 79.65771911353559, 1.6051676206327972, 0.084031424, 41, 30.91626958895714, 91.66666666666667, 'High Risk'),
(123336, 85, 14, '18:46.0', 36.96151868257889, 95.21741480582091, 127, 84, 81, 'Female', 54.31015443234063, 1.9179043653551655, 0.12829519761836988, 43, 14.764785514018943, 98.33333333333333, 'High Risk'),
(123337, 76, 12, '17:46.0', 36.1291031, 98.78056253995041, 120, 72, 82, 'Male', 60.76452671, 1.6957991340476846, 0.06856257, 48, 21.130087779642235, 88, 'Low Risk'),
(123338, 68, 15, '16:46.0', 36.98834225211713, 96.04438252804442, 124, 79, 75, 'Female', 99.21958320136338, 1.5758056906168694, 0.055232989, 45, 39.95692600239795, 94, 'High Risk'),
(123339, 95, 14, '15:46.0', 36.61400323119721, 95.6538642, 114, 71, 83, 'Male', 53.38440168198112, 1.927964082816465, 0.05399362, 43, 14.362052230859167, 85.33333333333333, 'High Risk'),
(123340, 94, 17, '14:46.0', 36.45510226923506, 99.88321437583275, 114, 82, 67, 'Male', 90.57404837893318, 1.5617333448435982, 0.077833028, 32, 37.135563094545745, 92.66666666666667, 'High Risk'),
(123341, 83, 13, '13:46.0', 37.489958012032474, 96.97369037543538, 130, 70, 76, 'Female', 86.34700422033254, 1.794955247, 0.070737852, 60, 26.80032278747235, 90, 'Low Risk'),
(123342, 88, 13, '12:46.0', 36.65231258, 98.93146255, 132, 80, 67, 'Female', 83.91547348680982, 1.955075649855253, 0.066383071, 52, 21.954063499903924, 97.33333333333333, 'Low Risk'),
(123343, 83, 13, '11:46.0', 36.90223267605784, 97.52799449, 116, 77, 57, 'Male', 91.11748020931014, 1.8529475515888774, 0.14697928161902496, 39, 26.538443519552928, 90, 'Low Risk'),
(123344, 61, 14, '10:46.0', 36.27137079814252, 95.35071837504532, 128, 79, 25, 'Male', 91.67234934692722, 1.8022677460252188, 0.12400856272278377, 49, 28.22277675405732, 95.33333333333333, 'Low Risk'),
(123345, 86, 13, '09:46.0', 37.002821508254144, 97.43774901354435, 123, 80, 71, 'Female', 64.92006395117488, 1.756577289199022, 0.079105061, 43, 21.03993588488771, 94.33333333333333, 'Low Risk'),
(123346, 87, 12, '08:46.0', 36.345782210806796, 97.31205002, 127, 86, 71, 'Female', 91.11140484053355, 1.9506079406499937, 0.051036010397209876, 41, 23.94598837746481, 99.66666666666667, 'Low Risk'),
(123347, 95, 16, '07:46.0', 37.24782463511111, 95.22911756844991, 113, 82, 18, 'Male', 66.05211582784572, 1.6161624697627135, 0.095428839, 31, 25.288129038470974, 92.33333333333333, 'High Risk'),
(123348, 82, 17, '06:46.0', 36.857866121419924, 99.42380939429457, 131, 70, 74, 'Female', 84.52910802623558, 1.664915051426643, 0.11184873829555673, 61, 30.49454285432152, 90.33333333333333, 'High Risk'),
(123349, 80, 14, '05:46.0', 37.20282067578031, 98.76528793812473, 136, 73, 82, 'Male', 85.98509592326205, 1.6754188024169996, 0.082433385, 63, 30.63207453404464, 94, 'High Risk'),
(123350, 76, 13, '04:46.0', 36.21538559473654, 95.61320662, 136, 74, 29, 'Female', 92.11444374388323, 1.8348780257147972, 0.086564953, 62, 27.359826219924624, 94.66666666666666, 'Low Risk'),
(123351, 90, 12, '03:46.0', 36.89592818245208, 95.48527360955273, 112, 73, 86, 'Female', 50.77173479853519, 1.8391067420948919, 0.080928833, 39, 15.010948324293564, 86, 'High Risk'),
(123352, 82, 18, '02:46.0', 36.828413387376386, 97.17887890608117, 135, 88, 36, 'Male', 96.70725502342265, 1.8403845295716086, 0.057797553756115144, 47, 28.552353277594825, 103.66666666666667, 'Low Risk'),
(123353, 88, 17, '01:46.0', 36.92295948193008, 97.15284311525339, 113, 88, 60, 'Female', 71.74291146026236, 1.7630744729596162, 0.055578209, 25, 23.080099792076634, 96.33333333333333, 'Low Risk'),
(123354, 61, 19, '00:46.0', 37.45147341, 98.56469309, 114, 85, 64, 'Male', 99.73734826, 1.6959228772698012, 0.086068235, 29, 34.67732749913201, 94.66666666666667, 'High Risk'),
(123355, 86, 16, '59:46.0', 37.03678703880017, 98.83844417, 131, 71, 82, 'Male', 77.25898888301735, 1.7341294495051016, 0.10606077506707196, 60, 25.69129482, 91, 'Low Risk'),
(123356, 75, 12, '58:46.0', 36.65280840305495, 95.81132096970855, 133, 86, 45, 'Male', 77.31217818491928, 1.9201182517613888, 0.081815074, 47, 20.96968745501767, 101.66666666666667, 'Low Risk'),
(123357, 86, 12, '57:46.0', 37.34683574196591, 98.86724883283708, 114, 84, 79, 'Male', 99.70897848926666, 1.739865993404984, 0.071050844, 30, 32.938412767329275, 94, 'High Risk'),
(123358, 62, 12, '56:46.0', 36.86383949305552, 95.33518396119804, 122, 79, 33, 'Female', 64.41245436, 1.7307973543799342, 0.13568133264705737, 43, 21.50192795661429, 93.33333333333333, 'Low Risk'),
(123359, 72, 18, '55:46.0', 36.49189243815167, 98.95817034010001, 132, 87, 39, 'Male', 89.60582174947987, 1.7249476848848997, 0.092665292, 45, 30.115104240725096, 102, 'High Risk'),
(123360, 69, 17, '54:46.0', 37.259169645330616, 96.59548035592783, 114, 81, 75, 'Male', 83.47084870371002, 1.7331650146495692, 0.1270389465897978, 33, 27.78785356338915, 92, 'Low Risk'),
(123361, 63, 19, '53:46.0', 36.645463976396634, 95.22907973582848, 124, 73, 41, 'Female', 51.66374135115674, 1.5148606480306557, 0.059062255, 51, 22.513368789234455, 90, 'Low Risk'),
(123362, 82, 15, '52:46.0', 36.616184558340315, 98.33015949449883, 113, 86, 57, 'Female', 74.76965012, 1.905825550002687, 0.093926641, 27, 20.585388068434096, 95, 'Low Risk'),
(123363, 96, 12, '51:46.0', 37.28249822899052, 96.79615161074983, 127, 81, 44, 'Female', 58.46405336675648, 1.535687128463384, 0.084109216, 46, 24.790394258848586, 96.33333333333333, 'High Risk'),
(123364, 95, 14, '50:46.0', 37.154495763381895, 96.3903308, 135, 78, 20, 'Female', 98.69447777081649, 1.608875637574454, 0.059512975, 57, 38.12834042104871, 97, 'High Risk'),
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(123542, 79, 13, '52:46.0', 36.982613591288555, 98.60487064026009, 110, 70, 66, 'Female', 50.977567077287375, 1.985442740978789, 0.057239511, 40, 12.931960553558133, 83.33333333333333, 'High Risk'),
(123543, 77, 16, '51:46.0', 36.87959482614004, 96.61186355718934, 135, 78, 34, 'Male', 93.13979320287592, 1.5422109949699916, 0.11336276877824866, 57, 39.16045049970643, 97, 'High Risk'),
(123544, 70, 13, '50:46.0', 37.13320655847387, 96.48732300108821, 111, 75, 22, 'Female', 70.62323487832566, 1.9310057447863151, 0.07404773, 36, 18.94002181085576, 87, 'Low Risk'),
(123545, 96, 12, '49:46.0', 37.489200986031335, 99.90207359851054, 113, 77, 77, 'Male', 96.04204521233753, 1.7366815528499842, 0.1442736547339081, 36, 31.843516223382654, 89, 'High Risk'),
(123546, 85, 14, '48:46.0', 36.745865852325075, 98.72792316879936, 131, 77, 65, 'Female', 90.50609201438232, 1.8476606056823894, 0.088126276, 54, 26.5114459, 95, 'Low Risk'),
(123547, 65, 17, '47:46.0', 36.495138964506964, 97.21719389942885, 121, 72, 32, 'Female', 50.73371214718887, 1.503362158487976, 0.12671678101615588, 49, 22.447573996891375, 88.33333333333333, 'Low Risk'),
(123548, 85, 16, '46:46.0', 37.49517469385492, 96.41177821232861, 116, 71, 50, 'Male', 69.06320045, 1.6348597610012954, 0.14471032146542484, 45, 25.83959431089329, 86, 'Low Risk'),
(123549, 95, 12, '45:46.0', 36.546644232843576, 98.84766646473611, 126, 86, 44, 'Female', 69.05925676, 1.5491556801349438, 0.12430133469246811, 40, 28.77608929993825, 99.33333333333333, 'High Risk'),
(123550, 80, 18, '44:46.0', 36.64356936332044, 98.95060393633477, 118, 77, 89, 'Male', 51.78132467675234, 1.6217735449213713, 0.1095897001108318, 41, 19.687597999681053, 90.66666666666667, 'Low Risk'),
(123551, 80, 15, '43:46.0', 36.62375127241138, 97.76229411205938, 116, 78, 28, 'Female', 70.20258033529055, 1.9637896741484777, 0.078775305, 38, 18.203845081542887, 90.66666666666667, 'High Risk'),
(123552, 72, 19, '42:46.0', 36.98658794216715, 99.47414747505157, 117, 73, 23, 'Male', 63.41270761814517, 1.5684006699160806, 0.0896131, 44, 25.778773992324453, 87.66666666666667, 'Low Risk'),
(123553, 66, 15, '41:46.0', 36.57479705134464, 99.09654018092834, 121, 88, 81, 'Female', 60.48994180404104, 1.8061909838377166, 0.053161710466454515, 33, 18.541967973986853, 99, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(123555, 68, 17, '39:46.0', 36.38018513301068, 97.40549958832305, 121, 83, 49, 'Female', 97.22512208046055, 1.7246824860499563, 0.11608099560818248, 38, 32.685880665358845, 95.66666666666667, 'High Risk'),
(123556, 74, 18, '38:46.0', 36.530736037601606, 96.76419986714973, 127, 70, 50, 'Female', 65.0399942, 1.6490180243495496, 0.083823257, 57, 23.91826583892465, 89, 'Low Risk'),
(123557, 97, 14, '37:46.0', 36.58121508391867, 99.68521266096543, 123, 76, 19, 'Female', 68.04477285693214, 1.9864419960427104, 0.069490409, 47, 17.244197659516832, 91.66666666666667, 'High Risk'),
(123558, 95, 19, '36:46.0', 36.194087106857964, 98.39322216558406, 133, 80, 21, 'Female', 63.74366890392537, 1.7605934394743756, 0.1195175447963119, 53, 20.564535208286586, 97.66666666666666, 'High Risk'),
(123559, 73, 15, '35:46.0', 36.01013002835142, 98.11621496662907, 117, 74, 75, 'Male', 99.56365086925535, 1.7586493471300768, 0.12535568631091443, 43, 32.19158074463418, 88.33333333333333, 'High Risk'),
(123560, 95, 13, '34:46.0', 36.030446135919156, 96.28675055674235, 111, 78, 45, 'Female', 51.644731501898185, 1.9859183037596342, 0.1340704361680547, 33, 13.09493258, 89, 'High Risk'),
(123561, 65, 16, '33:46.0', 37.48701438886415, 97.91378330224843, 128, 83, 66, 'Male', 83.28489191051928, 1.740442296981123, 0.12146161240678857, 45, 27.49457228994965, 98, 'Low Risk'),
(123562, 86, 18, '32:46.0', 36.52155997617491, 99.43260492194626, 137, 70, 67, 'Male', 67.73898578227406, 1.733529968041194, 0.086561569, 67, 22.541145495702317, 92.33333333333333, 'Low Risk'),
(123563, 95, 12, '31:46.0', 37.00783019, 97.95373833803946, 134, 84, 56, 'Male', 86.32484926176257, 1.5085163038150313, 0.126550008, 50, 37.93462646599517, 100.66666666666666, 'High Risk'),
(123564, 64, 13, '30:46.0', 36.33913663190885, 99.36905664552218, 127, 75, 49, 'Female', 79.65101404276973, 1.9827511118623375, 0.058541871, 52, 20.260721414521132, 92.33333333333333, 'Low Risk'),
(123565, 74, 16, '29:46.0', 36.458136518411685, 98.82224275967731, 121, 73, 67, 'Male', 52.561240240714284, 1.5056044261108423, 0.14048483574367082, 48, 23.18696138324212, 89, 'Low Risk'),
(123566, 82, 16, '28:46.0', 36.77036862123484, 99.26988349364764, 124, 73, 65, 'Female', 53.22896431121904, 1.7166482542037085, 0.076976856, 51, 18.062812913369992, 90, 'High Risk'),
(123567, 63, 16, '27:46.0', 37.08599326799402, 99.13419162140607, 133, 88, 63, 'Male', 55.41562175433973, 1.550402387887926, 0.1175777337540802, 45, 23.05384416224934, 103, 'Low Risk'),
(123568, 71, 15, '26:46.0', 36.77193703486976, 95.50292942248512, 114, 80, 52, 'Male', 99.58453945969548, 1.8111414017597278, 0.1236096510990902, 34, 30.358981840939215, 91.33333333333333, 'High Risk'),
(123569, 79, 19, '25:46.0', 36.03970916319016, 98.84845054528431, 119, 72, 19, 'Female', 68.41935606926532, 1.9170403154313878, 0.14871073344819724, 47, 18.617291128019936, 87.66666666666667, 'Low Risk'),
(123570, 71, 17, '24:46.0', 37.174148825598145, 98.93056602697979, 137, 82, 54, 'Female', 60.23125187733447, 1.9259245466051718, 0.13417961393706865, 55, 16.23840440534358, 100.33333333333333, 'High Risk'),
(123571, 86, 14, '23:46.0', 36.07595323437318, 96.82800055567542, 126, 77, 32, 'Female', 82.10089674394524, 1.7020083501804706, 0.11796134661844473, 49, 28.341610671492266, 93.33333333333333, 'Low Risk'),
(123572, 74, 19, '22:46.0', 37.491678735895974, 97.59275379106646, 117, 86, 50, 'Female', 65.04086121889667, 1.7664818999844958, 0.13199537797866656, 31, 20.843368154265285, 96.33333333333333, 'Low Risk'),
(123573, 60, 18, '21:46.0', 36.729450511332274, 99.97746042109158, 110, 74, 75, 'Female', 52.49550377296148, 1.8210027300254747, 0.13111901448949648, 36, 15.830728984297506, 86, 'High Risk'),
(123574, 64, 19, '20:46.0', 37.43279392011727, 95.81096877613791, 132, 75, 63, 'Male', 58.66881422, 1.691206353503895, 0.14833948651776102, 57, 20.512288096761548, 94, 'Low Risk'),
(123575, 69, 15, '19:46.0', 36.34245693052854, 95.55250599321336, 128, 83, 39, 'Male', 82.89804978100801, 1.8812965248675553, 0.095919858, 45, 23.422314447501055, 98, 'Low Risk'),
(123576, 73, 13, '18:46.0', 36.41709107523409, 95.00847021, 118, 83, 44, 'Male', 69.95890636292859, 1.6950765008502893, 0.052972814278131164, 35, 24.348062354313313, 94.66666666666667, 'Low Risk'),
(123577, 87, 16, '17:46.0', 37.466469578039465, 97.15535009137544, 119, 76, 72, 'Female', 96.53066992136783, 1.7982375450935675, 0.13541847795545559, 43, 29.851846393043218, 90.33333333333333, 'Low Risk'),
(123578, 88, 17, '16:46.0', 36.712094097859136, 99.83767955908333, 111, 87, 79, 'Female', 79.24380657861124, 1.941456522130111, 0.10565587083663347, 24, 21.02374067082095, 95, 'Low Risk'),
(123579, 81, 15, '15:46.0', 37.19935364717509, 99.63941648912493, 114, 86, 38, 'Male', 52.34270210015608, 1.598985721117077, 0.077712462, 28, 20.472315577586915, 95.33333333333333, 'Low Risk'),
(123580, 92, 19, '14:46.0', 37.343102666311964, 98.53388707450702, 118, 77, 68, 'Female', 92.22406714780591, 1.7404990200829609, 0.10715562484123489, 41, 30.443648907989115, 90.66666666666667, 'High Risk'),
(123581, 88, 14, '13:46.0', 36.977849030473116, 96.97044251768023, 138, 73, 87, 'Female', 90.18937134185364, 1.7888746418608563, 0.079860674, 65, 28.18354015, 94.66666666666666, 'Low Risk'),
(123582, 71, 15, '12:46.0', 37.04664089165302, 98.90188609606555, 118, 88, 26, 'Female', 78.15850362226014, 1.966981263584819, 0.13802545087151155, 30, 20.201135880268208, 98, 'Low Risk'),
(123583, 92, 13, '11:46.0', 37.48027314403189, 98.88810851, 113, 81, 22, 'Female', 86.65766267, 1.9986605664226038, 0.10683002803151437, 32, 21.693462889120568, 91.66666666666667, 'High Risk'),
(123584, 84, 14, '10:46.0', 36.108979638156505, 97.74296597676106, 122, 86, 59, 'Male', 64.77656591580455, 1.9897463283161017, 0.052773827, 36, 16.361476636298477, 98, 'High Risk'),
(123585, 99, 18, '09:46.0', 37.45799215142603, 95.37738229, 126, 89, 84, 'Male', 64.99705381, 1.985046806081402, 0.13637077968066913, 37, 16.49499423837746, 101.33333333333333, 'High Risk'),
(123586, 87, 12, '08:46.0', 36.91076244799511, 97.70649723734776, 116, 73, 48, 'Female', 98.61066372981898, 1.7034150201001799, 0.054307572278429264, 43, 33.98466061297062, 87.33333333333333, 'High Risk'),
(123587, 60, 16, '07:46.0', 36.42723577281044, 98.98307676892661, 133, 75, 77, 'Male', 61.886361281839264, 1.8446700687585975, 0.14147334572999862, 58, 18.186852569571638, 94.33333333333333, 'High Risk'),
(123588, 68, 17, '06:46.0', 37.231904302701764, 97.70008247944071, 114, 86, 75, 'Male', 99.45876821398441, 1.5856787080905739, 0.11876506955657731, 28, 39.556029023055544, 95.33333333333333, 'High Risk'),
(123589, 60, 19, '05:46.0', 36.032210315334986, 97.29014725964474, 135, 74, 48, 'Female', 62.47836151577624, 1.8445036616235244, 0.11799298368138918, 61, 18.36413972, 94.33333333333333, 'High Risk'),
(123590, 96, 13, '04:46.0', 37.36254934536612, 97.87050398143114, 128, 84, 44, 'Female', 88.30359097169192, 1.5946454314638772, 0.13210722334466016, 44, 34.725627243165505, 98.66666666666667, 'High Risk'),
(123591, 76, 12, '03:46.0', 37.179903839488745, 99.02533923530822, 110, 76, 30, 'Male', 93.97301479524918, 1.9854877323795257, 0.071318001, 34, 23.837941177874292, 87.33333333333333, 'Low Risk'),
(123592, 80, 14, '02:46.0', 36.13568631481635, 96.10806528634717, 114, 76, 45, 'Male', 64.75506982891892, 1.8736983509896104, 0.073868459, 38, 18.444820234114506, 88.66666666666667, 'High Risk'),
(123593, 94, 12, '01:46.0', 36.915104464274705, 96.89204154, 133, 88, 86, 'Female', 64.09976992159808, 1.9557895286880367, 0.10423228892276534, 45, 16.75761612146479, 103, 'High Risk'),
(123594, 73, 14, '00:46.0', 36.55304075131092, 97.12108624281717, 135, 87, 30, 'Male', 73.69915244583879, 1.7765025090447626, 0.07694402, 48, 23.35236354348203, 103, 'Low Risk'),
(123595, 97, 14, '59:46.0', 36.55062630344408, 98.31352989, 126, 85, 50, 'Female', 86.50447149, 1.6373238113792792, 0.088570205, 41, 32.26780335399203, 98.66666666666667, 'High Risk'),
(123596, 99, 17, '58:46.0', 37.02959362959318, 95.87905289975535, 116, 85, 64, 'Female', 50.09713975, 1.9399891577082597, 0.12835331338881423, 31, 13.311111626691547, 95.33333333333333, 'High Risk'),
(123597, 80, 13, '57:46.0', 37.23581121833281, 96.87889431971509, 114, 75, 68, 'Male', 73.03091367472334, 1.7433717276074576, 0.11875560463117928, 39, 24.028504214023563, 88, 'Low Risk'),
(123598, 68, 14, '56:46.0', 37.187135087462146, 95.11487052903863, 135, 88, 43, 'Male', 88.93976316902463, 1.7237383971841878, 0.13405630598820983, 47, 29.933207545095982, 103.66666666666667, 'Low Risk'),
(123599, 68, 17, '55:46.0', 37.44976438079514, 96.08237640536954, 116, 76, 28, 'Male', 77.61763655732437, 1.9978706800199824, 0.085523321, 40, 19.445793413950486, 89.33333333333333, 'Low Risk'),
(123600, 74, 15, '54:46.0', 36.697852400619865, 97.93455223843978, 136, 87, 64, 'Female', 66.78572309450473, 1.9654317569237065, 0.09348625, 49, 17.28891322370929, 103.33333333333333, 'High Risk'),
(123601, 63, 17, '53:46.0', 37.31079529696042, 97.72179554451917, 134, 82, 73, 'Male', 93.53274574, 1.8926708478040775, 0.074290533, 52, 26.110398364162194, 99.33333333333333, 'Low Risk'),
(123602, 76, 15, '52:46.0', 36.96239173213297, 96.06117089132562, 115, 89, 46, 'Female', 97.11747301790008, 1.943422034822753, 0.14284165293431278, 26, 25.713614494742554, 97.66666666666667, 'Low Risk'),
(123603, 71, 13, '51:46.0', 37.49578367157997, 97.91403567005544, 118, 75, 75, 'Female', 92.60546019733887, 1.802021043191544, 0.057232498, 43, 28.517856408193172, 89.33333333333333, 'Low Risk'),
(123604, 67, 17, '50:46.0', 36.89889783904838, 98.59057139044603, 126, 78, 71, 'Female', 91.74382645810371, 1.943827809400834, 0.08595186, 48, 24.280703608444746, 94, 'Low Risk'),
(123605, 87, 17, '49:46.0', 37.22174992669197, 99.40003084244603, 113, 88, 45, 'Male', 91.08827018280707, 1.520201998, 0.08416446, 25, 39.41484804990831, 96.33333333333333, 'High Risk'),
(123606, 92, 17, '48:46.0', 37.36063019446204, 95.83134040293814, 118, 83, 20, 'Male', 69.26555005333772, 1.6396431064591597, 0.06831937, 35, 25.76431690944668, 94.66666666666667, 'High Risk'),
(123607, 66, 12, '47:46.0', 36.641635621479054, 96.77138267, 125, 79, 60, 'Female', 50.860985460490845, 1.6324481522911105, 0.12956607134071718, 46, 19.08560701996425, 94.33333333333333, 'Low Risk'),
(123608, 68, 18, '46:46.0', 36.34572391881366, 97.35728938, 110, 77, 19, 'Female', 84.65191501603262, 1.6080997051505048, 0.057411347546796256, 33, 32.73488674144534, 88, 'High Risk'),
(123609, 67, 18, '45:46.0', 36.30870680901118, 95.14223379210847, 110, 72, 31, 'Female', 76.18851608344704, 1.5041263489966996, 0.089894367, 38, 33.67602913016547, 84.66666666666667, 'High Risk'),
(123610, 80, 13, '44:46.0', 36.95478913590486, 99.48313986177197, 134, 74, 29, 'Male', 54.44554762221738, 1.7715820789502885, 0.10525423985015225, 60, 17.347616535247205, 94, 'High Risk'),
(123611, 82, 17, '43:46.0', 36.35533587802559, 95.43177366827848, 133, 79, 85, 'Male', 66.47337611850442, 1.5502651316342446, 0.069620013, 54, 27.658955694250782, 97, 'Low Risk'),
(123612, 60, 18, '42:46.0', 36.88694688923221, 99.99503713923214, 112, 73, 56, 'Female', 50.83202223, 1.7729858507732683, 0.099982356, 39, 16.170626564732522, 86, 'High Risk'),
(123613, 87, 13, '41:46.0', 37.41873992426921, 98.00782337197059, 112, 74, 59, 'Female', 61.03622110730126, 1.7050850011853989, 0.10633809885907719, 38, 20.994018198872755, 86.66666666666667, 'Low Risk'),
(123614, 83, 17, '40:46.0', 36.01865620945142, 95.26222018821505, 133, 76, 22, 'Female', 91.80494186338885, 1.6345927672052623, 0.066087283, 57, 34.35950623097381, 95, 'High Risk'),
(123615, 80, 13, '39:46.0', 37.45227723306804, 96.49540081973504, 125, 73, 62, 'Male', 97.12252039309945, 1.533046913393799, 0.078728228, 52, 41.324637625358015, 90.33333333333333, 'High Risk'),
(123616, 92, 16, '38:46.0', 36.44083745124213, 95.84753940559752, 117, 72, 26, 'Female', 66.46109834494193, 1.5381651247852552, 0.090880997, 45, 28.090637391804936, 87, 'High Risk'),
(123617, 84, 14, '37:46.0', 36.349214561456165, 99.03138986608776, 122, 78, 42, 'Female', 70.16997220755407, 1.9377583086341439, 0.12304870431773725, 44, 18.68753801324488, 92.66666666666667, 'Low Risk'),
(123618, 69, 13, '36:46.0', 36.61919432690197, 98.71151365678469, 113, 86, 35, 'Female', 75.09647253301921, 1.5166759481627925, 0.12739544166980943, 27, 32.64629782368182, 95, 'High Risk'),
(123619, 62, 19, '35:46.0', 36.92268551741026, 95.96298887884329, 124, 82, 52, 'Female', 52.81831854750597, 1.6107040806427657, 0.12005901098047651, 42, 20.35884113986704, 96, 'Low Risk'),
(123620, 99, 13, '34:46.0', 36.57233015, 99.30963209113536, 112, 70, 83, 'Female', 68.28625742746914, 1.9031366344936882, 0.054670209, 42, 18.853560214249985, 84, 'High Risk'),
(123621, 91, 14, '33:46.0', 37.30753803496894, 95.10498029479783, 112, 80, 51, 'Female', 98.87565236628382, 1.6948325409386904, 0.081731656, 32, 34.42197414965756, 90.66666666666667, 'High Risk'),
(123622, 69, 13, '32:46.0', 36.406577448609546, 97.69755985311807, 116, 87, 68, 'Female', 59.69390197578959, 1.7736760766520447, 0.1405773241695359, 29, 18.97498107824513, 96.66666666666667, 'Low Risk'),
(123623, 77, 17, '31:46.0', 37.09637005469132, 95.63550233490913, 130, 75, 21, 'Male', 73.05971714013972, 1.7807018467795854, 0.12783489175321955, 55, 23.040694640085015, 93.33333333333333, 'Low Risk'),
(123624, 83, 15, '30:46.0', 36.815660189701035, 97.55842979, 117, 75, 48, 'Female', 66.06729806, 1.7769429052016668, 0.083946489, 42, 20.92375366386572, 89, 'Low Risk'),
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(123799, 91, 13, '35:46.0', 36.93862234935672, 96.8327908, 139, 72, 54, 'Male', 88.51862308680457, 1.6756260367742377, 0.1413904860896638, 67, 31.526840511328675, 94.33333333333333, 'High Risk'),
(123800, 77, 12, '34:46.0', 36.85861078710704, 97.85814257092225, 125, 71, 86, 'Male', 93.30514605261826, 1.556941297771702, 0.083306679, 54, 38.49117069, 89, 'High Risk'),
(123801, 71, 18, '33:46.0', 36.48578964788354, 96.57298013919291, 114, 78, 69, 'Male', 90.97055288144269, 1.7921479994451126, 0.11824046734039702, 36, 28.323902492327623, 90, 'Low Risk'),
(123802, 88, 17, '32:46.0', 36.42308178908954, 95.69198938667053, 139, 84, 20, 'Male', 80.61317985973656, 1.8638033944914683, 0.078758077, 55, 23.206297520634873, 102.33333333333333, 'Low Risk'),
(123803, 77, 16, '31:46.0', 37.37938600912667, 96.91065956285911, 125, 73, 79, 'Female', 65.09381135559273, 1.9523960151062838, 0.14064958249694232, 52, 17.076697127016853, 90.33333333333333, 'High Risk'),
(123804, 89, 12, '30:46.0', 37.33790836822171, 99.75741233916145, 137, 79, 22, 'Female', 91.68829937077419, 1.7735224456300633, 0.097755269, 58, 29.150132893735474, 98.33333333333333, 'Low Risk'),
(123805, 70, 17, '29:46.0', 36.668099079668416, 98.98895100672291, 118, 82, 55, 'Female', 86.37844844250296, 1.5419365982984439, 0.084453748, 36, 36.33058286950446, 94, 'High Risk'),
(123806, 63, 17, '28:46.0', 36.89618974017207, 98.67135023752365, 128, 87, 46, 'Male', 77.85140693080606, 1.6768422850970288, 0.13595101914681657, 41, 27.68739084275125, 100.66666666666667, 'Low Risk'),
(123807, 91, 12, '27:46.0', 36.848545152620105, 97.61898922666997, 115, 81, 40, 'Female', 87.2059949, 1.8510940709806425, 0.1476866568644205, 34, 25.450092291576738, 92.33333333333333, 'High Risk'),
(123808, 67, 16, '26:46.0', 36.28727419544391, 97.90116757133323, 134, 77, 70, 'Female', 68.65327750425394, 1.9182216907630003, 0.097133873, 57, 18.657939483348432, 96, 'Low Risk'),
(123809, 75, 19, '25:46.0', 36.10043842213914, 96.40192040881749, 124, 84, 57, 'Male', 74.93840773238905, 1.705490646470785, 0.11994846429612366, 40, 25.763554290898266, 97.33333333333333, 'Low Risk'),
(123810, 80, 15, '24:46.0', 36.44605147637675, 96.18499333155636, 116, 84, 18, 'Male', 84.06622955278215, 1.6683990073523502, 0.06440919, 32, 30.20102784782461, 94.66666666666667, 'High Risk'),
(123811, 88, 19, '23:46.0', 37.362038143119975, 97.49352405247555, 120, 78, 19, 'Male', 78.12145330137857, 1.5546517884366229, 0.052071952, 42, 32.32243363, 92, 'High Risk'),
(123812, 88, 19, '22:46.0', 37.165871193654226, 95.73703108, 113, 73, 29, 'Female', 72.82392147, 1.8572774946308277, 0.1354931042025007, 40, 21.11156695267041, 86.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(123814, 95, 13, '20:46.0', 37.35557347706442, 97.27425762465342, 117, 78, 37, 'Male', 61.38183434187792, 1.7164521980325513, 0.1050796865708527, 39, 20.834181176513837, 91, 'High Risk'),
(123815, 97, 13, '19:46.0', 36.18095881689244, 99.92890007985474, 136, 79, 70, 'Male', 55.10612318537235, 1.9865696957465149, 0.1428348311613765, 57, 13.963434310672206, 98, 'High Risk'),
(123816, 96, 14, '18:46.0', 36.13695372933021, 95.98786900096827, 122, 72, 26, 'Female', 82.58554729658613, 1.6432837311139195, 0.079910619, 50, 30.58291938170923, 88.66666666666666, 'High Risk'),
(123817, 74, 14, '17:46.0', 37.29721229800191, 96.19257474558131, 132, 85, 89, 'Female', 89.65822833705906, 1.5822075458091964, 0.12199547150437061, 47, 35.814859358720106, 100.66666666666667, 'High Risk'),
(123818, 82, 18, '16:46.0', 36.147553141530004, 95.10747105849407, 121, 86, 50, 'Male', 58.47569530769191, 1.8760745979081894, 0.11950114550813186, 35, 16.614037570810083, 97.66666666666667, 'High Risk'),
(123819, 99, 15, '15:46.0', 37.32648627479967, 98.64233161135934, 116, 70, 30, 'Female', 50.83488206, 1.7078280754240316, 0.091800949, 46, 17.42904225493738, 85.33333333333333, 'High Risk'),
(123820, 68, 19, '14:46.0', 36.15878459, 99.62324933372165, 138, 81, 29, 'Male', 95.88037751356077, 1.5673863894050681, 0.1388413409775226, 57, 39.02811652091362, 100, 'High Risk'),
(123821, 72, 12, '13:46.0', 37.02870271220611, 97.75692297405855, 130, 83, 67, 'Female', 89.67751769886002, 1.5113162046563193, 0.12104161896824152, 47, 39.26204354643044, 98.66666666666667, 'High Risk'),
(123822, 60, 16, '12:46.0', 36.16806757377771, 95.93434214151235, 121, 87, 55, 'Male', 71.58883058009442, 1.799836991521289, 0.076397434, 34, 22.099320539726758, 98.33333333333333, 'Low Risk'),
(123823, 89, 19, '11:46.0', 36.905127656009746, 96.97247839531575, 129, 79, 31, 'Male', 84.19753173, 1.663615312655779, 0.13357098221630156, 50, 30.422404882572256, 95.66666666666666, 'High Risk'),
(123824, 93, 12, '10:46.1', 36.55860926319696, 95.59428979010319, 116, 86, 79, 'Male', 84.36237718884094, 1.7006709296271885, 0.14091843220158828, 30, 29.168106200834995, 96, 'High Risk'),
(123825, 61, 15, '09:46.0', 37.032482661782105, 95.48221190920277, 135, 75, 87, 'Female', 82.99924147496449, 1.577454388978317, 0.097331228, 60, 33.35496596710723, 95, 'High Risk'),
(123826, 63, 17, '08:46.0', 36.767696541163204, 98.90509438135462, 128, 77, 38, 'Female', 61.54863030340911, 1.5492309582054449, 0.051522362, 51, 25.644017162089757, 94, 'Low Risk'),
(123827, 93, 13, '07:46.0', 37.06743731, 99.66593262, 116, 84, 76, 'Female', 62.918502087381555, 1.849395579769465, 0.12155347645330096, 32, 18.395802749367338, 94.66666666666667, 'High Risk'),
(123828, 66, 16, '06:46.0', 36.096450719169404, 99.83255999690876, 118, 74, 37, 'Male', 53.030524566473545, 1.838188242358563, 0.098256677, 44, 15.694444742762991, 88.66666666666667, 'High Risk'),
(123829, 94, 19, '05:46.0', 36.51825040611707, 96.46440416350451, 137, 88, 44, 'Male', 79.57520662060594, 1.9277728148874882, 0.058783165, 49, 21.41243569363824, 104.33333333333333, 'High Risk'),
(123830, 62, 19, '04:46.0', 36.531769287127275, 99.89645311010236, 117, 81, 25, 'Female', 51.94724131585926, 1.5143725349300228, 0.12729892683532823, 36, 22.651503826773098, 93, 'Low Risk'),
(123831, 78, 17, '03:46.0', 36.22301160017701, 95.55063522595438, 118, 76, 33, 'Female', 80.33889860202228, 1.7180552226057118, 0.1499540924330891, 42, 27.21771332283151, 90, 'Low Risk'),
(123832, 80, 15, '02:46.0', 37.379956468224535, 99.76473144, 133, 75, 83, 'Female', 88.18086743543157, 1.8580734289979746, 0.054368317, 58, 25.541630685357678, 94.33333333333333, 'Low Risk'),
(123833, 88, 18, '01:46.0', 37.33588872789554, 99.63548729169933, 130, 82, 85, 'Male', 54.763525820771605, 1.604206792618591, 0.091765123, 48, 21.279954721316805, 98, 'Low Risk'),
(123834, 94, 18, '00:46.0', 37.22777383140317, 96.65825234, 134, 87, 30, 'Male', 50.71702142, 1.571655884770044, 0.064342538, 47, 20.532357327769404, 102.66666666666667, 'High Risk'),
(123835, 78, 12, '59:46.0', 36.03181874856385, 96.49587314431355, 115, 72, 26, 'Female', 80.75588013432765, 1.524117545823824, 0.10610676637244368, 43, 34.7645994, 86.33333333333333, 'High Risk'),
(123836, 91, 19, '58:46.0', 36.699357005016594, 98.58325412082968, 112, 71, 49, 'Female', 94.40175774474135, 1.9693314678236225, 0.10729961415738119, 41, 24.34122550493221, 84.66666666666667, 'High Risk'),
(123837, 74, 12, '57:46.0', 37.101095298170804, 99.06419236, 130, 82, 48, 'Female', 94.02193740407594, 1.9457986893244297, 0.060624911785865446, 48, 24.833239836753123, 98, 'Low Risk'),
(123838, 63, 16, '56:46.0', 37.48835394578404, 95.32312819835026, 131, 82, 36, 'Male', 85.56592117051737, 1.5590562637230074, 0.054469827, 49, 35.20280365124612, 98.33333333333333, 'High Risk'),
(123839, 81, 17, '55:46.0', 36.613405119719594, 99.24050662128892, 125, 89, 21, 'Male', 51.62446736932317, 1.7740397778950001, 0.1426832161801747, 36, 16.403211211242485, 101, 'High Risk'),
(123840, 96, 12, '54:46.1', 36.90981450985612, 98.61323055282374, 124, 74, 20, 'Female', 63.895081157417664, 1.9155756535976096, 0.06942411, 50, 17.412807897499224, 90.66666666666666, 'High Risk'),
(123841, 97, 14, '53:46.0', 36.14953397, 95.19769457523623, 111, 74, 52, 'Male', 71.08816353216474, 1.7025858390438122, 0.09677793, 37, 24.52331977130911, 86.33333333333333, 'High Risk'),
(123842, 72, 17, '52:46.0', 36.82730248071292, 97.70036495280915, 121, 88, 22, 'Female', 62.519561804648994, 1.8802150904492785, 0.10067938539698884, 33, 17.6848287, 99, 'High Risk'),
(123843, 63, 17, '51:46.0', 36.92125249185013, 96.47398304190257, 113, 73, 88, 'Female', 99.52188066272083, 1.9968024909888462, 0.1169758955431346, 40, 24.960216885378607, 86.33333333333333, 'Low Risk'),
(123844, 75, 16, '50:46.0', 37.13457151390819, 99.40591454987363, 133, 80, 80, 'Male', 66.49309287184377, 1.5211359707161356, 0.11884773448650043, 53, 28.736936055509823, 97.66666666666666, 'Low Risk'),
(123845, 92, 17, '49:46.0', 36.865095899719506, 99.94163475363003, 111, 72, 45, 'Male', 84.68634996372062, 1.906141342861117, 0.065589242, 39, 23.30790358366019, 85, 'High Risk'),
(123846, 72, 18, '48:46.0', 36.00026144194144, 96.19844581, 115, 73, 28, 'Male', 98.48591227646136, 1.962603285449063, 0.074508196, 42, 25.56872481592683, 87, 'Low Risk'),
(123847, 92, 17, '47:46.0', 36.42425061432872, 96.50139231922861, 124, 74, 72, 'Female', 52.71738070950403, 1.8617365320814476, 0.09951005, 50, 15.20958563189496, 90.66666666666666, 'High Risk'),
(123848, 76, 16, '46:46.0', 36.963502117805525, 96.54309883750923, 111, 89, 26, 'Male', 51.16961197971169, 1.7332058652029079, 0.13682146747629037, 22, 17.033810979635106, 96.33333333333333, 'High Risk'),
(123849, 88, 13, '45:46.0', 36.08549627315232, 97.50313811579827, 118, 85, 41, 'Female', 60.20496450164039, 1.9846726772790306, 0.068313046, 33, 15.284615670918782, 96, 'High Risk'),
(123850, 70, 15, '44:46.0', 37.458899204285025, 95.79622091509547, 118, 89, 88, 'Male', 82.74256818551251, 1.833595889278756, 0.10016359342900413, 29, 24.610574012142443, 98.66666666666667, 'Low Risk'),
(123851, 65, 14, '43:46.0', 37.00455191363902, 95.59673973899544, 135, 71, 33, 'Female', 77.61873794030649, 1.5785881669107669, 0.11486502254773095, 64, 31.147908548931635, 92.33333333333333, 'High Risk'),
(123852, 99, 18, '42:46.0', 36.518440137018025, 96.33914804068972, 121, 74, 23, 'Female', 79.77460667576199, 1.7256571030208299, 0.054187519, 47, 26.78894834448883, 89.66666666666667, 'High Risk'),
(123853, 94, 15, '41:46.0', 37.42905725945239, 98.79609133355713, 115, 78, 56, 'Male', 98.17627941, 1.8026079584979509, 0.14984500001029927, 37, 30.213706166934255, 90.33333333333333, 'High Risk'),
(123854, 83, 15, '40:46.0', 36.51857687938668, 99.76428334147552, 128, 70, 33, 'Female', 64.07760828898276, 1.7083371628860582, 0.074080324, 58, 21.95629797698794, 89.33333333333333, 'Low Risk'),
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(123857, 65, 16, '37:46.0', 36.32425508566063, 95.33592057681275, 112, 84, 54, 'Male', 94.70666109064234, 1.5824894842942936, 0.11646079528252579, 28, 37.81802635117043, 93.33333333333333, 'High Risk'),
(123858, 80, 16, '36:46.0', 36.684239125100824, 97.26610026, 138, 78, 68, 'Female', 70.31603919, 1.5410409907188898, 0.1150755171388035, 60, 29.60915529880879, 98, 'Low Risk'),
(123859, 69, 18, '35:46.0', 36.902866836161664, 96.19508445342647, 126, 80, 53, 'Female', 64.70935931651309, 1.5797121916315877, 0.11090888829421068, 46, 25.93051606724934, 95.33333333333333, 'Low Risk'),
(123860, 95, 13, '34:46.0', 37.13276621383189, 97.23126029743254, 116, 71, 83, 'Female', 54.123382695206566, 1.6866644747262676, 0.070100511, 45, 19.025125776335713, 86, 'High Risk'),
(123861, 79, 13, '33:46.0', 36.97646327314349, 97.74542650233562, 126, 71, 85, 'Female', 92.39057459764089, 1.5897131113989942, 0.14132430835993548, 55, 36.55865047100961, 89.33333333333333, 'High Risk'),
(123862, 91, 19, '32:46.0', 37.40303837133825, 97.85909645579692, 139, 75, 32, 'Male', 65.68032518665835, 1.8692806668697552, 0.12088792546167375, 64, 18.79690150577461, 96.33333333333333, 'High Risk'),
(123863, 99, 14, '31:46.0', 36.917712417746095, 96.99731083986617, 113, 71, 76, 'Male', 92.43678053336507, 1.9178800390669315, 0.066179326, 42, 25.130546488075115, 85, 'High Risk'),
(123864, 66, 15, '30:46.0', 36.15235739131768, 96.27978209297507, 134, 84, 68, 'Female', 61.32812255665073, 1.8225927116683938, 0.082678369, 50, 18.462070765623572, 100.66666666666666, 'High Risk'),
(123865, 83, 12, '29:46.0', 37.050755763667624, 98.24628551226762, 126, 86, 31, 'Male', 96.97410384151732, 1.6312712554122333, 0.1083985856418698, 40, 36.44210102622604, 99.33333333333333, 'High Risk'),
(123866, 90, 17, '28:46.0', 37.09156878, 99.35661529579045, 115, 84, 76, 'Female', 68.56822863191266, 1.619008062987338, 0.080748983, 31, 26.159227024338573, 94.33333333333333, 'Low Risk'),
(123867, 86, 19, '27:46.0', 36.98674630663546, 98.44112880615498, 126, 79, 64, 'Male', 82.97374992076726, 1.9929766658658894, 0.098751021, 47, 20.889896593853884, 94.66666666666667, 'Low Risk'),
(123868, 68, 14, '26:46.0', 36.61624827196304, 99.01327952, 133, 85, 43, 'Female', 60.17009828433268, 1.6121209485036965, 0.12895986395216483, 48, 23.15183816965979, 101, 'Low Risk'),
(123869, 76, 15, '25:46.1', 37.15957268788281, 99.39813248149136, 139, 78, 19, 'Female', 64.11262674676314, 1.9110716403606276, 0.14378878187858424, 61, 17.55454733428532, 98.33333333333333, 'High Risk'),
(123870, 75, 14, '24:46.0', 37.02601334085581, 96.57557982344248, 126, 71, 34, 'Male', 66.47420308, 1.9016708400544204, 0.11446527816937359, 55, 18.381563348344343, 89.33333333333333, 'High Risk'),
(123871, 93, 14, '23:46.0', 36.490800346245216, 96.86069732915715, 132, 83, 85, 'Male', 95.76883299556108, 1.663662332402822, 0.061387191528396945, 49, 34.60141249662196, 99.33333333333333, 'High Risk'),
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(123873, 88, 15, '21:46.0', 36.84136850164604, 96.68004995719724, 116, 79, 85, 'Female', 52.15973379309529, 1.6095611416682523, 0.1086306128006995, 37, 20.133552377629158, 91.33333333333333, 'Low Risk'),
(123874, 92, 14, '20:46.0', 36.48636773377377, 96.38093159499489, 131, 75, 47, 'Male', 89.05124229308943, 1.6020200392488968, 0.11214970725243775, 56, 34.697972131321215, 93.66666666666666, 'High Risk'),
(123875, 89, 19, '19:46.0', 37.22935476422227, 95.10109074432023, 115, 80, 82, 'Male', 54.61919915857054, 1.8603721682819134, 0.086562177, 35, 15.78140483, 91.66666666666667, 'High Risk'),
(123876, 78, 13, '18:46.0', 36.01274260845702, 97.76383093955761, 124, 84, 51, 'Female', 93.37324281767138, 1.5795621142939906, 0.11545631904032305, 40, 37.42389833148446, 97.33333333333333, 'High Risk'),
(123877, 82, 12, '17:46.0', 36.02500378235939, 96.29172660247174, 128, 81, 32, 'Male', 71.84854898834347, 1.833734583148453, 0.085799953, 47, 21.367073828031916, 96.66666666666667, 'Low Risk'),
(123878, 92, 16, '16:46.0', 36.208374116350655, 96.32670719956782, 111, 77, 60, 'Female', 93.51006839103441, 1.960771237226737, 0.094660076, 34, 24.322293198871723, 88.33333333333333, 'High Risk'),
(123879, 84, 12, '15:46.0', 36.00391501040752, 97.52320388, 117, 87, 32, 'Male', 66.52943733086057, 1.5641484201744986, 0.093638304, 30, 27.19305053124126, 97, 'Low Risk'),
(123880, 88, 13, '14:46.0', 37.13498662080904, 95.86315477, 125, 77, 52, 'Female', 60.44304693887659, 1.9396252672022383, 0.10359767286549718, 48, 16.06610803845853, 93, 'High Risk'),
(123881, 98, 14, '13:46.0', 36.00174832765341, 98.02534568436651, 116, 84, 40, 'Female', 68.96266333223106, 1.7716014904153923, 0.10195526956504207, 32, 21.97262539439889, 94.66666666666667, 'High Risk'),
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(124056, 73, 15, '18:46.0', 36.77197779684555, 96.52951123969426, 111, 81, 49, 'Female', 77.19269730526798, 1.5108219353143677, 0.063582804, 30, 33.81813498, 91, 'High Risk'),
(124057, 92, 18, '17:46.0', 36.40817187762166, 95.61447905536875, 130, 80, 39, 'Female', 79.07579927289012, 1.818522934011587, 0.062966479, 50, 23.911456204545626, 96.66666666666666, 'High Risk'),
(124058, 62, 15, '16:46.0', 36.494089897730674, 96.44710242839392, 116, 78, 84, 'Female', 86.27651224320763, 1.533566319004747, 0.057813169, 38, 36.684909898674725, 90.66666666666667, 'High Risk'),
(124059, 63, 14, '15:46.0', 37.29955571433389, 99.87819357747438, 127, 87, 47, 'Male', 72.74130555035059, 1.9504285154669354, 0.070135417, 40, 19.12145852999718, 100.33333333333333, 'Low Risk'),
(124060, 61, 17, '14:46.0', 36.96428764971152, 95.57183496898014, 115, 80, 21, 'Female', 63.75974055417598, 1.8926771486490703, 0.068479586, 35, 17.798912327281165, 91.66666666666667, 'High Risk'),
(124061, 89, 15, '13:46.0', 36.71933534218635, 96.22055107706746, 134, 84, 88, 'Male', 90.24445168071168, 1.582606838572832, 0.11203318484716478, 50, 36.03084393242902, 100.66666666666666, 'High Risk'),
(124062, 66, 13, '12:46.0', 36.75676459248308, 96.81000803853131, 134, 80, 76, 'Male', 86.56125174172675, 1.5032770662796178, 0.13120083917100922, 54, 38.30411777, 98, 'High Risk'),
(124063, 63, 13, '11:46.0', 36.83655827495073, 98.84740729752697, 118, 88, 67, 'Female', 52.957936423837026, 1.7263249347590008, 0.061651908, 30, 17.769940227675182, 98, 'High Risk'),
(124064, 88, 18, '10:46.0', 36.63753176671641, 97.88297491480479, 127, 79, 42, 'Female', 73.09289692969907, 1.5178514795492402, 0.063689384, 48, 31.726094847190723, 95, 'High Risk'),
(124065, 76, 13, '09:46.1', 37.43300848667008, 99.55420073667231, 137, 70, 32, 'Male', 80.22853040602378, 1.5374610991436777, 0.081967452, 67, 33.94068201459569, 92.33333333333333, 'High Risk'),
(124066, 90, 19, '08:46.0', 36.18350470973445, 96.86026106, 128, 88, 37, 'Female', 74.03119860248847, 1.7235850166745954, 0.069939584, 40, 24.920075901705545, 101.33333333333333, 'Low Risk'),
(124067, 95, 18, '07:46.0', 37.28395828111178, 95.66397160074939, 132, 81, 64, 'Female', 50.92250461836873, 1.643546368078544, 0.1489510643446061, 51, 18.851496606940835, 98, 'High Risk'),
(124068, 92, 18, '06:46.0', 36.26531075292974, 99.27013612475587, 122, 82, 88, 'Male', 93.59751967272867, 1.704388369668135, 0.10350293826260543, 40, 32.22012464, 95.33333333333333, 'High Risk'),
(124069, 66, 16, '05:46.0', 36.119424983193085, 98.61760450274292, 114, 77, 63, 'Male', 56.25468523463068, 1.6831697064963342, 0.13916554084227378, 37, 19.85650852954888, 89.33333333333333, 'Low Risk'),
(124070, 74, 14, '04:46.0', 37.00533253, 97.66344201734105, 133, 82, 53, 'Female', 86.79151488086868, 1.942194452956443, 0.13287845292816974, 51, 23.008687726220323, 99, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(124072, 64, 18, '02:46.0', 36.68062423255646, 97.06810588932434, 110, 86, 35, 'Male', 78.01292245117165, 1.5642278157923437, 0.12917183296073081, 24, 31.883540276821225, 94, 'High Risk'),
(124073, 85, 15, '01:46.0', 37.172782718814744, 97.30636619255245, 125, 81, 18, 'Male', 63.91514194891203, 1.6275280227453324, 0.13434161992250226, 44, 24.129415829998806, 95.66666666666667, 'Low Risk'),
(124074, 65, 19, '00:46.0', 37.23556002881102, 99.53202229, 116, 87, 47, 'Male', 98.15564530888318, 1.521198837450856, 0.14028993427744596, 29, 42.41732853225093, 96.66666666666667, 'High Risk'),
(124075, 95, 12, '59:46.0', 36.222502877158924, 96.42884175462314, 132, 85, 37, 'Female', 98.00353490372808, 1.7906645287429712, 0.12286814970714609, 47, 30.56421732758694, 100.66666666666667, 'High Risk'),
(124076, 76, 16, '58:46.0', 36.88737625299078, 96.89355627080371, 135, 82, 87, 'Female', 64.91780338035021, 1.9571715817512714, 0.12160290773607281, 53, 16.94751449015072, 99.66666666666666, 'High Risk'),
(124077, 69, 15, '57:46.0', 37.37296650665883, 96.79509399, 132, 83, 88, 'Female', 82.95337993660789, 1.6945005593399496, 0.087977351, 49, 28.890206959730005, 99.33333333333333, 'Low Risk'),
(124078, 90, 19, '56:46.0', 36.488056857784585, 99.16848031011378, 115, 81, 82, 'Female', 80.33899696152542, 1.7052868573021747, 0.1419067114816574, 34, 27.626859264386418, 92.33333333333333, 'Low Risk'),
(124079, 64, 15, '55:46.0', 37.38258075633201, 95.20783456865806, 129, 83, 73, 'Male', 96.03851730698725, 1.9072177161117396, 0.1086325297160114, 46, 26.402490930223024, 98.33333333333333, 'Low Risk'),
(124080, 60, 12, '54:46.0', 36.73047581735501, 96.46575462902098, 127, 83, 82, 'Female', 99.13657331819434, 1.5737262577160345, 0.1374551175100473, 44, 40.02907193, 97.66666666666667, 'High Risk'),
(124081, 70, 18, '53:46.1', 37.470349101752944, 98.62611729755395, 126, 71, 68, 'Male', 57.91882050391437, 1.6367986352611714, 0.12877434400175347, 55, 21.618681362273733, 89.33333333333333, 'Low Risk'),
(124082, 87, 12, '52:46.0', 36.55868205476014, 99.13070845507224, 129, 83, 41, 'Male', 99.22041391612484, 1.5532690125996178, 0.1388865844956842, 46, 41.12516732358464, 98.33333333333333, 'High Risk'),
(124083, 78, 17, '51:46.0', 36.25634690931981, 95.45992575, 135, 84, 58, 'Female', 76.80189941245163, 1.5726022087793854, 0.059897170276344315, 51, 31.05519053981614, 101, 'High Risk'),
(124084, 84, 14, '50:46.0', 37.0918785, 99.65745498054045, 137, 81, 86, 'Male', 69.31803712815538, 1.8171478376680903, 0.071520596, 56, 20.992575948020022, 99.66666666666666, 'Low Risk'),
(124085, 94, 14, '49:46.0', 36.26570520601796, 97.27229123013254, 119, 88, 77, 'Female', 66.57311845880298, 1.7014722356406629, 0.10000372308388308, 31, 22.995834131978363, 98.33333333333333, 'High Risk'),
(124086, 66, 17, '48:46.0', 36.705430419773336, 99.31377820322817, 131, 78, 23, 'Male', 76.17976719447279, 1.7411031765017764, 0.0658316, 53, 25.12989218939792, 95.66666666666666, 'Low Risk'),
(124087, 70, 18, '47:46.0', 37.310021268688935, 99.82797012096985, 131, 81, 22, 'Male', 62.79711159231792, 1.9546809260635951, 0.12046544435517272, 50, 16.435689128443386, 97.66666666666666, 'High Risk'),
(124088, 65, 19, '46:46.0', 36.79820417389362, 95.60896965, 119, 72, 84, 'Female', 74.91462356, 1.5346625639843772, 0.12507729111969432, 47, 31.808325220829506, 87.66666666666667, 'High Risk'),
(124089, 97, 12, '45:46.0', 36.84379851292797, 95.85182114766882, 114, 84, 51, 'Male', 93.19699692809007, 1.6103334043816653, 0.079557859, 30, 35.93935797237223, 94, 'High Risk'),
(124090, 71, 17, '44:46.0', 36.116920522179804, 96.73129015885195, 136, 77, 80, 'Female', 93.60285710108134, 1.9660260408749823, 0.11269397063574148, 59, 24.216455298549995, 96.66666666666666, 'Low Risk'),
(124091, 99, 18, '43:46.0', 36.557004874471346, 96.30261385, 111, 71, 20, 'Female', 92.24101709107043, 1.6957471077026822, 0.095581826, 40, 32.07760336129214, 84.33333333333333, 'High Risk'),
(124092, 80, 19, '42:46.0', 37.156698377223854, 98.21893505979034, 115, 85, 27, 'Male', 80.92594055331205, 1.720710644781079, 0.054937932745737675, 30, 27.332041086159986, 95, 'Low Risk'),
(124093, 98, 13, '41:46.0', 36.52137775, 98.02583956504027, 133, 78, 88, 'Female', 62.98725136213662, 1.9787176092351808, 0.099568697, 55, 16.087368857085817, 96.33333333333333, 'High Risk'),
(124094, 71, 17, '40:46.1', 36.59218014997104, 96.10532457962859, 127, 82, 40, 'Male', 92.43435827, 1.699056185, 0.11175501612580678, 45, 32.01975093414365, 97, 'High Risk'),
(124095, 62, 17, '39:46.0', 37.45229056091729, 97.78979809669819, 114, 88, 23, 'Male', 75.17512003, 1.7636835633519832, 0.07548352, 26, 24.167559425737192, 96.66666666666667, 'Low Risk'),
(124096, 95, 16, '38:46.0', 37.488933104302376, 97.05784141647861, 136, 79, 57, 'Female', 70.53869718, 1.5034313833835136, 0.091421975, 57, 31.20758850286323, 98, 'High Risk'),
(124097, 96, 15, '37:46.0', 36.717282711759864, 96.57222372627012, 136, 87, 59, 'Female', 56.78173486209595, 1.8147695057752662, 0.10818681255213389, 49, 17.241129399556836, 103.33333333333333, 'High Risk'),
(124098, 84, 12, '36:46.0', 36.017403082585275, 95.57985031674404, 110, 75, 67, 'Male', 51.99591321411943, 1.5996893198661193, 0.10591881659356925, 35, 20.318793640076848, 86.66666666666667, 'Low Risk'),
(124099, 89, 16, '35:46.0', 36.23795697606867, 99.66388433759424, 113, 88, 26, 'Male', 62.40338202913362, 1.9658523077546786, 0.1403377078122603, 25, 16.147539445089233, 96.33333333333333, 'High Risk'),
(124100, 76, 17, '34:46.0', 36.49936315610094, 99.20617823103059, 131, 83, 79, 'Male', 63.91027244437422, 1.5938869523257642, 0.11958048325177048, 48, 25.156813953215224, 99, 'Low Risk'),
(124101, 60, 13, '33:46.0', 37.454085617603795, 99.27725142, 137, 86, 61, 'Female', 55.94795958333614, 1.9996165712025187, 0.086068789, 51, 13.992354453195214, 103, 'High Risk'),
(124102, 66, 17, '32:46.0', 36.12837714342564, 98.65987458946958, 113, 88, 63, 'Male', 68.74856004077996, 1.7063464191311248, 0.076634116, 25, 23.611805405258792, 96.33333333333333, 'Low Risk'),
(124103, 74, 15, '31:46.0', 36.62163816807859, 98.62661462040093, 110, 71, 69, 'Male', 73.48961067733555, 1.7524103540467753, 0.068710514, 39, 23.930640665126152, 84, 'Low Risk'),
(124104, 96, 13, '30:46.0', 36.595105169380595, 99.31635771973376, 111, 74, 59, 'Male', 67.26543313374876, 1.632460162088372, 0.13647737897853143, 37, 25.241011784204375, 86.33333333333333, 'High Risk'),
(124105, 89, 17, '29:46.0', 37.09102087074701, 98.20327741429566, 119, 81, 64, 'Female', 61.64247457043237, 1.9072099952376274, 0.12002420159355008, 38, 16.94661786353918, 93.66666666666667, 'High Risk'),
(124106, 97, 19, '28:46.0', 37.17602054946689, 97.02756002450276, 120, 72, 75, 'Female', 83.84036308, 1.8658235702914179, 0.067763627, 48, 24.083078443299268, 88, 'High Risk'),
(124107, 85, 13, '27:46.0', 37.41495197139149, 99.07908303724399, 120, 81, 74, 'Male', 53.37666242, 1.7281242520713342, 0.096022476, 39, 17.87316580919517, 94, 'High Risk'),
(124108, 82, 18, '26:46.0', 36.347788775060934, 98.77753665641238, 120, 71, 49, 'Male', 56.562852397671236, 1.834086332, 0.14154231631737044, 49, 16.814801839486496, 87.33333333333333, 'High Risk'),
(124109, 75, 12, '25:46.0', 36.46330384, 97.84819475660555, 111, 70, 27, 'Male', 74.44877003608059, 1.501164246737136, 0.1123072946204183, 41, 33.03703798414148, 83.66666666666667, 'High Risk'),
(124110, 75, 12, '24:46.1', 36.81979569, 98.96764744649994, 130, 76, 37, 'Female', 55.31693948058936, 1.7757830260755187, 0.052996745, 54, 17.54196915427841, 94, 'High Risk'),
(124111, 95, 19, '23:46.0', 36.962410934582174, 96.52384584633998, 127, 87, 73, 'Male', 61.36253007897254, 1.8048641864881634, 0.084052105, 40, 18.837106933180774, 100.33333333333333, 'High Risk'),
(124112, 62, 16, '22:46.0', 36.12444502590587, 95.38424883253056, 121, 89, 32, 'Male', 86.8426366, 1.8121487820331572, 0.091148785, 32, 26.445105105853308, 99.66666666666667, 'Low Risk'),
(124113, 79, 13, '21:46.0', 36.179056112823446, 98.66056232, 116, 72, 23, 'Male', 74.28764840930086, 1.859272862206613, 0.064413115, 44, 21.48969986889066, 86.66666666666667, 'Low Risk'),
(124114, 60, 12, '20:46.0', 37.30718406, 95.54120056620246, 136, 82, 26, 'Male', 87.53961621, 1.9974898675009873, 0.059068777, 54, 21.939941653448578, 100, 'Low Risk'),
(124115, 71, 14, '19:46.0', 36.72652491616026, 96.40513789, 135, 82, 27, 'Male', 77.48334875850986, 1.7192216996907554, 0.12518120168872784, 53, 26.214683221122296, 99.66666666666666, 'Low Risk'),
(124116, 97, 16, '18:46.0', 37.49054282997642, 95.06208345234229, 134, 70, 37, 'Female', 58.87365251520299, 1.9162464379415818, 0.065597684, 64, 16.033127975710542, 91.33333333333333, 'High Risk'),
(124117, 86, 18, '17:46.0', 36.313268292473275, 98.01823475005442, 114, 86, 59, 'Male', 53.01294580725796, 1.7136735209080545, 0.067290741, 28, 18.052018304317492, 95.33333333333333, 'High Risk'),
(124118, 95, 14, '16:46.0', 36.60239046, 96.68904969362481, 135, 88, 18, 'Male', 55.64541772, 1.8538636809693834, 0.075197739, 47, 16.19100527823379, 103.66666666666667, 'High Risk'),
(124119, 63, 18, '15:46.0', 37.49581501810077, 95.64328603050248, 137, 82, 36, 'Male', 97.56741255224378, 1.7729578333038583, 0.1398592734695062, 55, 31.039018105894325, 100.33333333333333, 'High Risk'),
(124120, 97, 19, '14:46.0', 37.47170556818506, 96.35335019078664, 131, 78, 27, 'Female', 87.25593454624618, 1.7564906800138904, 0.11170336214521986, 53, 28.281554369219375, 95.66666666666666, 'High Risk'),
(124121, 69, 13, '13:46.0', 36.16133623292212, 96.45143714900378, 120, 78, 72, 'Female', 58.83289271069465, 1.853548159303448, 0.10366749145724607, 42, 17.12428524913023, 92, 'High Risk'),
(124122, 80, 17, '12:46.0', 37.42764286344764, 97.81713339, 134, 84, 46, 'Male', 80.03447039714776, 1.5884233519666964, 0.12497805162244204, 50, 31.720830491370005, 100.66666666666666, 'High Risk'),
(124123, 74, 14, '11:46.0', 37.121677317281936, 97.68336529597667, 120, 89, 20, 'Female', 85.79549515411423, 1.9472063478385406, 0.079713144, 31, 22.627706225888122, 99.33333333333333, 'Low Risk'),
(124124, 73, 18, '10:46.0', 36.58411983311498, 98.53865108274722, 114, 75, 37, 'Male', 70.82319503926271, 1.5995404791787375, 0.10881670009223253, 39, 27.68120839, 88, 'Low Risk'),
(124125, 68, 12, '09:46.0', 36.91181262642207, 99.96152256549239, 122, 75, 53, 'Male', 52.84017833754333, 1.944764450607959, 0.062696074, 47, 13.97108903364958, 90.66666666666667, 'High Risk'),
(124126, 75, 17, '08:46.1', 37.102290426694346, 95.23415197835581, 118, 75, 18, 'Female', 89.52533109500874, 1.7766439617895142, 0.10646479078587448, 43, 28.36254039473476, 89.33333333333333, 'Low Risk'),
(124127, 70, 14, '07:46.0', 37.186291965953714, 97.39209320086995, 139, 87, 82, 'Male', 71.10027578420195, 1.5368117401805068, 0.12004144438820148, 52, 30.104397938681636, 104.33333333333333, 'High Risk'),
(124128, 73, 16, '06:46.0', 36.87394707913962, 98.19818666, 134, 72, 25, 'Male', 93.19663158444314, 1.8067043319901164, 0.058254311, 62, 28.551310305945737, 92.66666666666666, 'Low Risk'),
(124129, 63, 17, '05:46.0', 36.47565020587758, 95.78466927824644, 111, 87, 68, 'Female', 55.614306650756276, 1.9549523260125243, 0.095266191, 24, 14.551715159995654, 95, 'High Risk'),
(124130, 66, 12, '04:46.0', 37.48743864609359, 96.45872679795615, 115, 83, 47, 'Male', 99.09519792569414, 1.9734255980382736, 0.078194378, 32, 25.445506194416527, 93.66666666666667, 'Low Risk'),
(124131, 78, 18, '03:46.0', 37.23240674820038, 96.80104647458828, 139, 86, 87, 'Male', 52.107066121020495, 1.9896006482703215, 0.066320409, 53, 13.163300430079497, 103.66666666666666, 'High Risk'),
(124132, 61, 12, '02:46.0', 36.578631014883484, 95.72256151444714, 116, 75, 39, 'Female', 57.292087454219256, 1.9762809070533016, 0.14798804024339096, 41, 14.66889150190218, 88.66666666666667, 'High Risk'),
(124133, 92, 18, '01:46.0', 36.96069311228056, 97.60642797171249, 131, 86, 67, 'Male', 64.26580827583565, 1.9816971848969902, 0.13562116901935423, 45, 16.36459980669332, 101, 'High Risk'),
(124134, 98, 18, '00:46.0', 36.26309051063635, 98.08887075601137, 115, 72, 62, 'Female', 88.29536835680574, 1.587320543448667, 0.12167703369185806, 43, 35.04359468848403, 86.33333333333333, 'High Risk'),
(124135, 78, 17, '59:46.0', 37.06255525005973, 99.17536942644193, 111, 76, 60, 'Female', 66.56653237, 1.7908891524942838, 0.058936159476436836, 35, 20.754798536585092, 87.66666666666667, 'Low Risk'),
(124136, 89, 19, '58:46.0', 37.39986320616529, 99.37424144909559, 135, 86, 68, 'Female', 71.03183140204358, 1.5141062105259082, 0.072026448, 49, 30.984203080037997, 102.33333333333333, 'High Risk'),
(124137, 83, 13, '57:46.0', 37.01949605973181, 98.29760303, 121, 85, 25, 'Female', 59.15191025198327, 1.7919173327104145, 0.061892228355799064, 36, 18.42183269226178, 97, 'High Risk'),
(124138, 80, 13, '56:46.0', 36.34792593292204, 97.00746261092777, 133, 82, 22, 'Male', 59.92710985511482, 1.7092019853955538, 0.060286938505574164, 51, 20.51334838963437, 99, 'Low Risk'),
(124139, 79, 13, '55:46.1', 37.099013828631925, 96.42180640930627, 120, 85, 79, 'Female', 68.77366059760547, 1.5440201953197574, 0.08752842, 35, 28.84803179774132, 96.66666666666667, 'Low Risk'),
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(124316, 77, 19, '58:46.1', 36.737886318517035, 95.30979142865002, 129, 77, 64, 'Female', 53.416041129359144, 1.8458375313952038, 0.093140003, 52, 15.677786759948535, 94.33333333333333, 'High Risk'),
(124317, 74, 13, '57:46.1', 36.65864482, 97.59987414195155, 136, 75, 30, 'Female', 64.86656444678215, 1.7610382996173786, 0.1274455219805132, 61, 20.916224487978425, 95.33333333333333, 'Low Risk'),
(124318, 90, 14, '56:46.1', 36.715716905136745, 98.87858981620613, 126, 76, 61, 'Male', 84.91769967943598, 1.9042283733019496, 0.058485041, 50, 23.418558401301784, 92.66666666666666, 'Low Risk'),
(124319, 68, 14, '55:46.1', 36.50456063814057, 96.64097984, 112, 86, 69, 'Female', 73.18955115, 1.596165803672592, 0.098727085, 26, 28.727185534628173, 94.66666666666667, 'Low Risk'),
(124320, 69, 12, '54:46.1', 36.92712682477494, 97.96735074657194, 122, 73, 89, 'Female', 98.39508866893402, 1.6111530369825202, 0.054347121, 49, 37.90529081, 89.33333333333333, 'High Risk'),
(124321, 61, 17, '53:46.1', 36.638218254581645, 98.83736247, 122, 89, 57, 'Male', 53.09992137, 1.6811619462562042, 0.096228751, 33, 18.787750146257487, 100, 'Low Risk'),
(124322, 65, 16, '52:46.1', 36.084431386254735, 98.94094816, 120, 73, 61, 'Female', 50.18075117139867, 1.779233496085732, 0.1147141258650095, 47, 15.851532884391519, 88.66666666666667, 'High Risk'),
(124323, 97, 13, '51:46.1', 36.61669747, 95.33288774805442, 138, 71, 19, 'Female', 61.846598776067175, 1.9851428638823863, 0.11422623041942186, 67, 15.693950808328127, 93.33333333333333, 'High Risk'),
(124324, 92, 13, '50:46.1', 36.83081961340935, 99.86743203878069, 120, 71, 86, 'Male', 67.45114084169009, 1.6348557523848604, 0.098406378, 49, 25.23657535346959, 87.33333333333333, 'High Risk'),
(124325, 80, 12, '49:46.1', 37.434841014161975, 97.50390254926121, 132, 78, 66, 'Female', 70.86800250197811, 1.8426658915912197, 0.10593734195053317, 54, 20.871660308215226, 96, 'Low Risk'),
(124326, 82, 17, '48:46.1', 37.13271988108263, 99.33668187, 110, 88, 63, 'Female', 60.995908222538915, 1.5032522328122124, 0.11596602830997474, 22, 26.992119447459537, 95.33333333333333, 'Low Risk'),
(124327, 93, 16, '47:46.1', 37.08669693693848, 95.85718741372737, 132, 70, 22, 'Male', 80.17256257644766, 1.6777725163295825, 0.10004132502009333, 62, 28.48128721821026, 90.66666666666666, 'High Risk'),
(124328, 86, 19, '46:46.1', 36.24310475, 96.24123491411049, 139, 86, 28, 'Male', 79.47665173693086, 1.7855378398944897, 0.1378171123783919, 53, 24.928804154592775, 103.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(124330, 67, 16, '44:46.1', 36.774295112562164, 95.14876100906068, 134, 79, 63, 'Female', 96.55389582352745, 1.6016712926807708, 0.144867637, 55, 37.63769498434348, 97.33333333333333, 'High Risk'),
(124331, 62, 17, '43:46.1', 36.29190656727816, 96.97794205505609, 114, 78, 39, 'Female', 51.65750139, 1.8720992674303676, 0.11580594093733616, 36, 14.739258965756617, 90, 'High Risk'),
(124332, 93, 18, '42:46.1', 36.96156893305077, 97.67286701220833, 118, 75, 84, 'Female', 86.90519776, 1.942264007004367, 0.13777460124506613, 43, 23.037175344703165, 89.33333333333333, 'High Risk'),
(124333, 86, 17, '41:46.1', 36.15908663894015, 97.9890128, 128, 77, 65, 'Female', 55.54089145946498, 1.5874144106942238, 0.055561740649572956, 51, 22.041046409408374, 94, 'Low Risk'),
(124334, 92, 15, '40:46.1', 36.50783118424447, 96.56609351462365, 122, 71, 23, 'Male', 71.27381877207141, 1.619942146265199, 0.065005149, 51, 27.160078391996617, 88, 'High Risk'),
(124335, 72, 18, '39:46.1', 36.35515305416049, 95.86586638197228, 115, 84, 61, 'Male', 93.36957556164444, 1.5951074668868386, 0.141477887, 31, 36.69657131608663, 94.33333333333333, 'High Risk'),
(124336, 63, 12, '38:46.1', 36.36247187893282, 95.35169686, 124, 76, 77, 'Female', 99.40954893787648, 1.9927850437543673, 0.14535221294508816, 48, 25.032671088445177, 92, 'Low Risk'),
(124337, 93, 18, '37:46.1', 36.21244547743616, 96.13217191299286, 115, 88, 78, 'Male', 90.48267073, 1.858957113677688, 0.092894417, 27, 26.18343793242983, 97, 'High Risk'),
(124338, 90, 19, '36:46.1', 36.05536770904952, 99.83465104, 138, 81, 35, 'Male', 55.96694662868259, 1.5239210331758912, 0.11342290233087945, 57, 24.099425375231046, 100, 'Low Risk'),
(124339, 84, 18, '35:46.1', 36.687561450780386, 97.46913633760599, 134, 88, 29, 'Male', 98.86263587667905, 1.9666697840810428, 0.067522453, 46, 25.560497044575648, 103.33333333333333, 'Low Risk'),
(124340, 76, 15, '34:46.1', 36.82995412583081, 95.61074526323165, 112, 84, 58, 'Female', 79.35479944612932, 1.5269957790938333, 0.087941275, 28, 34.032787751145634, 93.33333333333333, 'High Risk'),
(124341, 98, 15, '33:46.1', 37.28016686860044, 97.48413533, 131, 76, 28, 'Male', 78.17484661575533, 1.9767962831725225, 0.087513833, 55, 20.00521421544432, 94.33333333333333, 'High Risk'),
(124342, 73, 13, '32:46.1', 37.260313111183855, 96.26386979224452, 114, 82, 89, 'Female', 56.768230274584916, 1.5910659219528156, 0.1306390380540382, 32, 22.42482216099265, 92.66666666666667, 'Low Risk'),
(124343, 87, 13, '31:46.1', 36.91066432657038, 99.77094700992174, 128, 72, 46, 'Female', 94.19473694785837, 1.5232908693819927, 0.1151177932019115, 56, 40.59391703421735, 90.66666666666666, 'High Risk'),
(124344, 94, 13, '30:46.1', 36.49563560070427, 95.97437564026302, 114, 77, 39, 'Male', 60.16667388594209, 1.566411017, 0.1279147327299191, 37, 24.521359554398547, 89.33333333333333, 'High Risk'),
(124345, 72, 16, '29:46.1', 37.01270060131428, 99.92279221, 120, 76, 47, 'Male', 69.95653047, 1.6763918375041795, 0.077012355, 44, 24.89299702329878, 90.66666666666667, 'Low Risk'),
(124346, 76, 14, '28:46.1', 36.69764090854911, 99.79766877221931, 127, 79, 84, 'Female', 63.576223152341484, 1.8762321752873692, 0.091959896, 48, 18.060158841488754, 95, 'High Risk'),
(124347, 89, 14, '27:46.1', 37.09554378954021, 95.50496252085615, 123, 84, 85, 'Female', 80.99610846050567, 1.991553972622809, 0.079283578, 39, 20.42114043890141, 97, 'Low Risk'),
(124348, 99, 16, '26:46.1', 36.544401920598965, 99.02255321808184, 123, 70, 81, 'Female', 80.57277287154511, 1.7609129114546187, 0.11298427967210195, 53, 25.984391695543582, 87.66666666666666, 'High Risk'),
(124349, 80, 19, '25:46.1', 37.38837215774008, 95.03838651411189, 127, 71, 70, 'Female', 64.98017412061867, 1.6448163244046352, 0.10265951360801422, 56, 24.018509629643876, 89.66666666666666, 'Low Risk'),
(124350, 86, 12, '24:46.1', 37.399522404830535, 95.77309248337227, 114, 86, 51, 'Female', 97.94801985521849, 1.5326404670375438, 0.1314524122056811, 28, 41.69798647022482, 95.33333333333333, 'High Risk'),
(124351, 91, 15, '23:46.1', 36.27972135546369, 99.70564175200141, 114, 79, 49, 'Male', 71.91555406042154, 1.6428591897498932, 0.054809041, 35, 26.64539408674997, 90.66666666666667, 'High Risk'),
(124352, 93, 13, '22:46.1', 36.78304529277431, 96.58614996715009, 129, 77, 35, 'Female', 71.87726454486574, 1.9517547787071505, 0.10014181277100032, 52, 18.868659090304515, 94.33333333333333, 'High Risk'),
(124353, 70, 16, '21:46.1', 37.294419029368726, 99.79319419308459, 133, 85, 26, 'Female', 99.99696201027282, 1.6652277139270595, 0.071417949, 48, 36.06114778822047, 101, 'High Risk'),
(124354, 82, 18, '20:46.1', 36.26491408956233, 95.33358906549864, 117, 81, 32, 'Male', 75.16165044639598, 1.7553168532009997, 0.11531597735059113, 36, 24.394126006953602, 93, 'Low Risk'),
(124355, 92, 15, '19:46.1', 36.08798698189527, 97.91828181, 127, 87, 52, 'Female', 97.30900226232154, 1.526899718, 0.071260278, 40, 41.73803411658993, 100.33333333333333, 'High Risk'),
(124356, 74, 18, '18:46.1', 36.38079900031554, 97.27022412322077, 137, 77, 41, 'Male', 95.70720930198851, 1.8838648116731356, 0.070787985, 60, 26.967779264158267, 97, 'Low Risk'),
(124357, 72, 15, '17:46.1', 36.49544757647912, 98.73755814179867, 117, 80, 28, 'Female', 88.02618363100768, 1.5435439957550965, 0.1449465942145507, 37, 36.946546341453505, 92.33333333333333, 'High Risk'),
(124358, 69, 14, '16:46.1', 37.25964999702706, 95.92153646774752, 138, 71, 89, 'Female', 56.28510499833706, 1.7139309957366797, 0.10599152781055513, 67, 19.160498978918667, 93.33333333333333, 'Low Risk'),
(124359, 63, 15, '15:46.1', 36.42718011705131, 96.51382779019039, 123, 73, 33, 'Female', 99.72339601, 1.6247525785834376, 0.074582187, 50, 37.77657584223875, 89.66666666666666, 'High Risk'),
(124360, 61, 18, '14:46.1', 37.29627466429138, 97.42210628991953, 133, 71, 37, 'Female', 64.12144359976423, 1.7761472030979846, 0.10004189212288234, 62, 20.325693796805357, 91.66666666666666, 'Low Risk'),
(124361, 68, 16, '13:46.1', 37.304138571044575, 95.57347046666251, 124, 81, 85, 'Male', 86.89558426, 1.5947565238666388, 0.077005913, 43, 34.167164038796734, 95.33333333333333, 'High Risk'),
(124362, 60, 15, '12:46.1', 36.90736198870372, 95.08753356, 127, 71, 21, 'Female', 74.01093175, 1.875890775641799, 0.052478968391397034, 56, 21.032009829509974, 89.66666666666666, 'Low Risk'),
(124363, 82, 14, '11:46.1', 36.653025270519834, 97.30447222846442, 113, 86, 34, 'Male', 57.247148009780325, 1.7713962103776209, 0.1121265590654707, 27, 18.244099536138002, 95, 'High Risk'),
(124364, 65, 17, '10:46.1', 36.842713704857175, 99.99496869841198, 133, 77, 82, 'Male', 51.50270086406232, 1.684422256468042, 0.11062570797447266, 56, 18.152149605042162, 95.66666666666666, 'High Risk'),
(124365, 90, 19, '09:46.1', 37.476734338076255, 95.20879175753737, 123, 77, 30, 'Female', 65.44710884488087, 1.6704277414234414, 0.095189696, 46, 23.454980618305964, 92.33333333333333, 'Low Risk'),
(124366, 66, 19, '08:46.1', 36.35528680409831, 98.76958183, 130, 72, 57, 'Female', 96.59071379171965, 1.9459929486442638, 0.1398833383707302, 58, 25.506616410525815, 91.33333333333333, 'Low Risk'),
(124367, 71, 18, '07:46.1', 37.318651910762505, 98.53913741405026, 118, 88, 37, 'Female', 71.32658293996501, 1.697185851563925, 0.10379778900764755, 30, 24.762393081344825, 98, 'Low Risk'),
(124368, 79, 12, '06:46.1', 37.17197763317516, 95.01779579096335, 125, 73, 25, 'Male', 97.40832155883402, 1.8372305988735862, 0.10326511109719955, 52, 28.85816553216918, 90.33333333333333, 'Low Risk'),
(124369, 97, 19, '05:46.1', 36.34520334, 97.26715406520358, 133, 72, 56, 'Female', 76.32850286089325, 1.7007521269735622, 0.054768296843597165, 61, 26.38789203429826, 92.33333333333333, 'High Risk'),
(124370, 99, 14, '04:46.1', 37.47103634119212, 97.94100534069717, 137, 78, 65, 'Male', 91.68369034406281, 1.9222024849013706, 0.094681247, 59, 24.81383082594017, 97.66666666666666, 'High Risk'),
(124371, 96, 14, '03:46.1', 36.485501670126716, 95.06794799912639, 121, 76, 68, 'Female', 51.20345498792312, 1.7127758193964817, 0.092585543, 45, 17.454130557241765, 91, 'High Risk'),
(124372, 60, 13, '02:46.1', 36.59144919568727, 99.84352824137537, 126, 71, 64, 'Male', 59.56040530254367, 1.8014348809544938, 0.069401642, 55, 18.35356816272666, 89.33333333333333, 'High Risk'),
(124373, 65, 17, '01:46.1', 36.021373030160134, 99.55837559188429, 135, 85, 35, 'Female', 95.70226224476184, 1.5320186183014768, 0.090969288, 50, 40.77501387279741, 101.66666666666666, 'High Risk'),
(124374, 83, 18, '00:46.1', 36.63190535, 99.02986573797324, 110, 81, 38, 'Male', 66.33577974596616, 1.628995436362322, 0.057367423808953794, 29, 24.998163438998645, 90.66666666666667, 'Low Risk'),
(124375, 81, 17, '59:46.1', 36.17175533537535, 98.01870273848745, 113, 73, 36, 'Female', 69.24301465853347, 1.9321241349242797, 0.1224054908909224, 40, 18.54837709540424, 86.33333333333333, 'Low Risk'),
(124376, 68, 15, '58:46.1', 36.44524763505894, 97.62942869633784, 127, 71, 34, 'Female', 50.21632539737195, 1.8577142878285373, 0.13498097300708994, 56, 14.550807231393266, 89.66666666666666, 'High Risk'),
(124377, 70, 18, '57:46.1', 37.06834804906095, 99.3489215, 128, 72, 44, 'Male', 59.57459413562472, 1.711356729511842, 0.068430473, 56, 20.341360581434728, 90.66666666666666, 'Low Risk'),
(124378, 87, 12, '56:46.1', 36.173487735312314, 96.87574533036974, 135, 70, 47, 'Male', 64.17412580248339, 1.7450501731631447, 0.079127352, 65, 21.073861667739273, 91.66666666666666, 'Low Risk'),
(124379, 87, 14, '55:46.1', 36.19705159459084, 95.85758173800717, 120, 83, 46, 'Male', 93.42687822434613, 1.8225296396138229, 0.10151867996506186, 37, 28.12694977330063, 95.33333333333333, 'Low Risk'),
(124380, 67, 17, '54:46.1', 36.93141205555998, 99.93601783021333, 112, 79, 26, 'Female', 52.17945345, 1.9677032330001942, 0.13852308769362232, 33, 13.476599664738542, 90, 'High Risk'),
(124381, 65, 18, '53:46.1', 36.78024302539879, 97.67502886050333, 116, 70, 78, 'Male', 77.26343561077196, 1.873585663, 0.10339587628320593, 46, 22.01034787278484, 85.33333333333333, 'Low Risk'),
(124382, 79, 16, '52:46.1', 36.24662031637004, 98.54286952812993, 120, 84, 28, 'Male', 53.028518115961695, 1.563769309801149, 0.074731946, 36, 21.685234350606905, 96, 'Low Risk'),
(124383, 73, 16, '51:46.1', 36.76875210743101, 98.92901904260178, 131, 81, 23, 'Male', 84.11805333499309, 1.5733739228091754, 0.078473943, 50, 33.98015205453219, 97.66666666666666, 'High Risk'),
(124384, 73, 19, '50:46.1', 36.576956109950586, 95.10354767676138, 117, 70, 37, 'Female', 60.611942178062975, 1.5823455352660856, 0.083559926, 47, 24.207812577740764, 85.66666666666667, 'Low Risk'),
(124385, 72, 14, '49:46.1', 36.01639238449981, 96.17568897817107, 133, 76, 25, 'Female', 55.49384366913564, 1.8637746688277743, 0.06488112, 57, 15.975630117347336, 95, 'High Risk'),
(124386, 88, 19, '48:46.1', 36.77395340765829, 99.39018634858155, 126, 74, 58, 'Male', 68.17175360967748, 1.9209065708470836, 0.11559028270847406, 52, 18.475320515242355, 91.33333333333333, 'High Risk'),
(124387, 71, 13, '47:46.1', 36.37788271591572, 96.12273024527089, 132, 82, 56, 'Female', 54.23814002470312, 1.5948080616657583, 0.094530349, 50, 21.32494615705307, 98.66666666666666, 'Low Risk'),
(124388, 70, 13, '46:46.1', 36.42418327271455, 98.58665125073851, 128, 72, 37, 'Female', 89.81831165597524, 1.673998698690277, 0.074732211, 56, 32.051964652817304, 90.66666666666666, 'High Risk'),
(124389, 75, 17, '45:46.1', 36.28365756983342, 95.98472756, 132, 70, 67, 'Male', 95.12409748336776, 1.9038660678263866, 0.11306485235998376, 62, 26.243258728460365, 90.66666666666666, 'Low Risk'),
(124390, 65, 12, '44:46.1', 36.66329667763287, 96.84401347297808, 119, 77, 45, 'Female', 94.64455462363154, 1.940464898527685, 0.107518015, 42, 25.13529865, 91, 'Low Risk'),
(124391, 92, 13, '43:46.1', 36.564977893053225, 97.53221602, 139, 84, 76, 'Female', 62.48997433449724, 1.6092991695447467, 0.11684575339133875, 55, 24.12885824309413, 102.33333333333333, 'High Risk'),
(124392, 98, 14, '42:46.1', 36.480624031553624, 96.67437364947183, 132, 78, 46, 'Female', 52.77822758897201, 1.768737750499567, 0.077987918, 54, 16.870498331926658, 96, 'High Risk'),
(124393, 92, 17, '41:46.1', 36.98771271229866, 95.19219611069167, 127, 71, 35, 'Male', 55.271441911957666, 1.5195587657267864, 0.13288764889008442, 56, 23.936783634402655, 89.66666666666666, 'High Risk'),
(124394, 64, 12, '40:46.1', 36.479689811872916, 98.46995611360838, 114, 79, 42, 'Female', 84.42650985, 1.7395202470560576, 0.13374960412958073, 35, 27.901005841275328, 90.66666666666667, 'Low Risk'),
(124395, 81, 13, '39:46.1', 36.880400015237285, 95.24451069819148, 119, 74, 69, 'Female', 59.789532095578075, 1.926771388599269, 0.084667426, 45, 16.105150120479077, 89, 'High Risk'),
(124396, 62, 14, '38:46.1', 36.18294442948471, 97.17443905247411, 120, 82, 66, 'Female', 82.11166031490137, 1.8203910601070135, 0.053434139749090316, 38, 24.778524730332087, 94.66666666666667, 'Low Risk'),
(124397, 93, 13, '37:46.1', 36.69257259303391, 97.29446256452201, 116, 78, 72, 'Female', 66.43075181497791, 1.9993069041555507, 0.1368906489778711, 38, 16.61920465954099, 90.66666666666667, 'High Risk'),
(124398, 73, 17, '36:46.1', 37.402514259155666, 96.18971283, 117, 80, 88, 'Female', 83.47591338619316, 1.598300406579768, 0.1246341679353616, 37, 32.677164161170246, 92.33333333333333, 'High Risk'),
(124399, 93, 19, '35:46.1', 36.93763606965866, 96.52978260865069, 114, 78, 77, 'Male', 74.80836403775488, 1.7497910125558094, 0.096237686, 36, 24.43305622123423, 90, 'High Risk'),
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(124574, 96, 13, '40:46.1', 36.68412605202184, 99.41565519029781, 134, 71, 60, 'Male', 93.29555799, 1.543483489400073, 0.13219135733687687, 63, 39.16129006710489, 92, 'High Risk'),
(124575, 85, 17, '39:46.1', 36.58654475997005, 98.37965550592357, 136, 72, 73, 'Male', 91.68392495257717, 1.7038092294629457, 0.061730503, 64, 31.582846100835724, 93.33333333333333, 'High Risk'),
(124576, 78, 12, '38:46.1', 37.13649012878158, 95.60741461, 128, 76, 31, 'Male', 53.498128932142265, 1.9446549125099446, 0.10099274253161947, 52, 14.14664655113436, 93.33333333333333, 'High Risk'),
(124577, 60, 15, '37:46.1', 36.94196934, 99.22426147242956, 115, 81, 80, 'Male', 74.03662802190524, 1.8015530206323922, 0.075280715, 34, 22.81143122209751, 92.33333333333333, 'Low Risk'),
(124578, 98, 12, '36:46.1', 36.11570878408049, 98.47196796339722, 113, 85, 29, 'Male', 63.06733014685295, 1.6377419309422532, 0.051672693, 28, 23.51329592, 94.33333333333333, 'High Risk'),
(124579, 72, 18, '35:46.1', 37.060421246452684, 97.28810877, 113, 89, 65, 'Male', 66.90284234291427, 1.7344079185517522, 0.10949216482888705, 24, 22.240373359660616, 97, 'Low Risk'),
(124580, 61, 18, '34:46.1', 36.53325543453738, 98.47306373944063, 118, 88, 83, 'Male', 86.89333862792574, 1.5070073700499536, 0.098600308, 30, 38.260948452786344, 98, 'High Risk'),
(124581, 67, 14, '33:46.1', 37.20417248205901, 99.95293388733047, 110, 80, 66, 'Male', 86.64626665268361, 1.7183061374092943, 0.12112769818731545, 30, 29.345990479183396, 90, 'Low Risk'),
(124582, 60, 18, '32:46.1', 36.72382774, 99.77586167437491, 139, 73, 46, 'Male', 76.55390465178814, 1.949576046022299, 0.10441846285051826, 66, 20.141276273768785, 95, 'Low Risk'),
(124583, 68, 15, '31:46.1', 36.33951101433172, 96.85673085392892, 112, 74, 24, 'Female', 85.41616509, 1.6853963506643481, 0.12687085625459454, 38, 30.070176044510042, 86.66666666666667, 'High Risk'),
(124584, 94, 12, '30:46.1', 36.209874783058545, 96.45580763602437, 120, 78, 47, 'Female', 96.51082273322608, 1.8334233900876555, 0.099797992, 42, 28.711143029278233, 92, 'High Risk'),
(124585, 72, 16, '29:46.1', 36.748883517565524, 98.76140878, 128, 74, 37, 'Female', 58.62508650992315, 1.7861699045217203, 0.1405460215511669, 54, 18.375449069060874, 92, 'High Risk'),
(124586, 90, 13, '28:46.1', 36.24106030158292, 95.73317498282998, 130, 83, 61, 'Male', 79.35438489725392, 1.9337011983045038, 0.080293497, 47, 21.22228765895135, 98.66666666666667, 'Low Risk'),
(124587, 86, 17, '27:46.1', 36.884886244020905, 98.97980348285567, 121, 86, 26, 'Female', 70.77168035377673, 1.6322268644882878, 0.094754052, 35, 26.56430538231394, 97.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(124589, 63, 15, '25:46.1', 36.521149486412874, 99.07205416510864, 116, 70, 88, 'Male', 68.66112198493549, 1.5892334586349077, 0.12135215448775312, 46, 27.185385526222817, 85.33333333333333, 'Low Risk'),
(124590, 86, 18, '24:46.1', 37.05721003021718, 96.79236556830779, 138, 86, 86, 'Male', 79.2748954, 1.8673898104535331, 0.064737674, 52, 22.733468818002283, 103.33333333333333, 'Low Risk'),
(124591, 78, 19, '23:46.1', 36.34251893935532, 96.53312077187367, 133, 73, 66, 'Male', 65.50251012698132, 1.821142504939216, 0.10359546793488082, 60, 19.750135582313174, 93, 'Low Risk'),
(124592, 85, 13, '22:46.1', 36.15628155911597, 97.95043596802996, 120, 73, 31, 'Male', 51.85087547724428, 1.543519041, 0.11664530626749955, 47, 21.76366894721532, 88.66666666666667, 'Low Risk'),
(124593, 73, 16, '21:46.1', 37.468633857396036, 97.12500541668261, 125, 83, 89, 'Male', 96.09221935524582, 1.6962509732525417, 0.11108974409261027, 42, 33.39704212019001, 97, 'High Risk'),
(124594, 61, 13, '20:46.1', 36.160222424646214, 95.06199944230191, 112, 83, 28, 'Male', 96.65378218, 1.6823606585254036, 0.10710210302336458, 29, 34.14920874222388, 92.66666666666667, 'High Risk'),
(124595, 80, 15, '19:46.1', 36.228213595092704, 96.35438756533281, 133, 82, 87, 'Female', 63.602593715988654, 1.5226883060611875, 0.1372860475998825, 51, 27.431704994018666, 99, 'Low Risk'),
(124596, 85, 14, '18:46.1', 36.99650775179258, 98.70490883270355, 133, 77, 22, 'Female', 89.30738965, 1.7777672681262038, 0.073321807, 56, 28.257750355696455, 95.66666666666666, 'Low Risk'),
(124597, 91, 17, '17:46.1', 37.40652726287868, 97.39678231187291, 110, 84, 29, 'Male', 98.02608396436966, 1.5089548564535769, 0.10191158753239896, 26, 43.05158637901822, 92.66666666666667, 'High Risk'),
(124598, 66, 15, '16:46.1', 37.11585810573452, 96.00082953733155, 114, 89, 42, 'Female', 78.39563673, 1.927391379396184, 0.067084372, 25, 21.103382343884345, 97.33333333333333, 'Low Risk'),
(124599, 73, 14, '15:46.1', 37.02397000575916, 98.36583300689071, 134, 83, 59, 'Male', 99.82502486153176, 1.5192624789792288, 0.1397914455264444, 51, 43.24877417431773, 100, 'High Risk'),
(124600, 66, 15, '14:46.1', 36.46667760697791, 99.41833920057434, 138, 72, 83, 'Male', 90.27635753550808, 1.973058628603101, 0.13460499974108808, 66, 23.18964216815831, 94, 'Low Risk'),
(124601, 94, 14, '13:46.1', 37.40781741642557, 97.97226518254284, 120, 72, 57, 'Male', 90.27756136609386, 1.8967894625147539, 0.093356178, 48, 25.092363052504872, 88, 'High Risk'),
(124602, 89, 15, '12:46.1', 36.79358964465423, 97.37375313809804, 134, 76, 41, 'Male', 58.12008169157428, 1.54170732, 0.054840023, 58, 24.452448178937466, 95.33333333333333, 'Low Risk'),
(124603, 82, 14, '11:46.1', 36.14217671911002, 96.16667150016293, 131, 75, 71, 'Male', 80.46552086216197, 1.963075521238992, 0.090452066, 56, 20.88025564714151, 93.66666666666666, 'Low Risk'),
(124604, 69, 16, '10:46.1', 36.99058882165034, 96.25086997638549, 124, 84, 35, 'Male', 92.22222143344284, 1.564551741689867, 0.070748053, 40, 37.675213185765195, 97.33333333333333, 'High Risk'),
(124605, 78, 19, '09:46.1', 37.423994154956034, 99.19933954814547, 122, 80, 78, 'Male', 77.66690526490376, 1.8186261610830359, 0.078574683, 42, 23.482759602823553, 94, 'Low Risk'),
(124606, 84, 12, '08:46.1', 37.18939982409393, 96.97433432151965, 119, 83, 82, 'Male', 69.86942249911499, 1.687329413282289, 0.10383265608060666, 36, 24.54072559535894, 95, 'Low Risk'),
(124607, 79, 17, '07:46.1', 36.43754016347083, 96.99567480864476, 138, 86, 32, 'Female', 79.26465150014926, 1.9582957173824482, 0.14655246618717882, 52, 20.66916852224796, 103.33333333333333, 'Low Risk'),
(124608, 70, 14, '06:46.1', 36.406188888035395, 95.08539358418702, 130, 84, 86, 'Female', 96.20186119539935, 1.6225209625834693, 0.1278417092788381, 46, 36.54288585309126, 99.33333333333333, 'High Risk'),
(124609, 99, 17, '05:46.1', 36.93334767396433, 95.94779344, 113, 87, 66, 'Male', 60.68033463067682, 1.875297780359035, 0.101909631, 26, 17.254702985091072, 95.66666666666667, 'High Risk'),
(124610, 76, 19, '04:46.1', 36.57614108228175, 95.41444843796349, 125, 89, 27, 'Female', 53.14753261553565, 1.6461293435461632, 0.12692167204430543, 36, 19.613504248974163, 101, 'Low Risk'),
(124611, 80, 13, '03:46.1', 36.05489984539182, 96.77121232601957, 138, 71, 74, 'Female', 69.30735498354974, 1.5962434141611554, 0.11005204189488912, 67, 27.20076309873829, 93.33333333333333, 'Low Risk'),
(124612, 61, 19, '02:46.1', 36.89625091615548, 97.17978306270993, 132, 88, 61, 'Female', 68.64816545, 1.9729300943248353, 0.1317464878003407, 44, 17.63622134390616, 102.66666666666667, 'High Risk'),
(124613, 95, 12, '01:46.1', 36.096393945704754, 98.74203647, 139, 78, 32, 'Female', 65.14358154196702, 1.9230830779450732, 0.1263942034477039, 61, 17.61471169589034, 98.33333333333333, 'High Risk'),
(124614, 83, 15, '00:46.1', 37.21359683796434, 96.09927141061267, 112, 81, 77, 'Female', 93.42946345362357, 1.5232095675365436, 0.052017943, 31, 40.26841511169255, 91.33333333333333, 'High Risk'),
(124615, 74, 18, '59:46.1', 36.408101762795226, 96.41280801057202, 127, 79, 75, 'Female', 79.31718406490984, 1.622798294267896, 0.13089430215464568, 48, 30.11883728961589, 95, 'High Risk'),
(124616, 90, 16, '58:46.1', 36.52972098620774, 97.35571881505133, 121, 71, 47, 'Female', 64.63715404298459, 1.7002627503739358, 0.086289369, 50, 22.358885176774365, 87.66666666666666, 'Low Risk'),
(124617, 69, 19, '57:46.1', 36.96633395219128, 95.40273962872418, 118, 86, 67, 'Female', 93.80763890297709, 1.910996500723694, 0.14311808767838252, 32, 25.687297849705917, 96.66666666666667, 'Low Risk'),
(124618, 71, 14, '56:46.1', 36.17485469634114, 95.14527551092353, 112, 82, 34, 'Female', 81.88094887, 1.9379025182700924, 0.14535396658949074, 30, 21.80313845361338, 92, 'Low Risk'),
(124619, 88, 14, '55:46.1', 36.91357817482314, 98.71035678617466, 122, 80, 48, 'Male', 84.89948437059226, 1.5954620118874419, 0.10070500270585897, 42, 33.35278596617708, 94, 'High Risk'),
(124620, 62, 19, '54:46.1', 36.618544824150064, 97.02490525, 117, 75, 88, 'Male', 93.79931468185842, 1.823936167868331, 0.084155861, 42, 28.195538581964797, 89, 'Low Risk'),
(124621, 69, 16, '53:46.1', 37.18583242, 96.03611911, 120, 76, 83, 'Female', 69.45677738612272, 1.6777764982310424, 0.11093839884558204, 44, 24.67438949849416, 90.66666666666667, 'Low Risk'),
(124622, 98, 14, '52:46.1', 37.10201205818247, 95.60658141920756, 120, 76, 79, 'Male', 94.87384236137103, 1.9490523310181767, 0.067171552, 44, 24.974654565029986, 90.66666666666667, 'High Risk'),
(124623, 64, 17, '51:46.1', 36.56300134710609, 98.35235020954612, 139, 83, 84, 'Female', 99.01058877297965, 1.9548744633792527, 0.12890668215223788, 56, 25.908597027114215, 101.66666666666666, 'Low Risk'),
(124624, 66, 13, '50:46.1', 36.23556540979858, 97.84378727724615, 132, 76, 59, 'Female', 79.81883940212467, 1.8513064916795474, 0.096627746, 56, 23.288888448678495, 94.66666666666666, 'Low Risk'),
(124625, 99, 17, '49:46.1', 36.187095630313024, 95.86314514034704, 137, 84, 39, 'Female', 76.41586266626828, 1.5957471666627527, 0.1375664263408023, 53, 30.009264838726892, 101.66666666666666, 'High Risk'),
(124626, 60, 12, '48:46.1', 36.19918022080444, 99.25221655495153, 136, 77, 49, 'Female', 94.58291174022489, 1.9300525626587604, 0.10057831819399371, 59, 25.390684342352895, 96.66666666666666, 'Low Risk'),
(124627, 72, 15, '47:46.1', 37.29693185421338, 95.32552542699757, 134, 89, 49, 'Male', 81.45368324, 1.6807592864613312, 0.12326392902015425, 45, 28.833654380772717, 104, 'Low Risk'),
(124628, 96, 18, '46:46.1', 36.11994548174123, 96.39610337917561, 127, 79, 69, 'Male', 68.22436369688444, 1.7544099448576096, 0.13411428449157392, 48, 22.16548981992974, 95, 'High Risk'),
(124629, 61, 13, '45:46.1', 36.50950450661213, 99.35322747717119, 137, 86, 22, 'Male', 58.41602417, 1.9439368438684823, 0.094462199, 51, 15.458512198883838, 103, 'High Risk'),
(124630, 88, 18, '44:46.1', 37.07037053300717, 96.04430813638476, 111, 84, 24, 'Female', 54.426756538500534, 1.542268139482214, 0.1260250356510392, 27, 22.881931453005755, 93, 'Low Risk'),
(124631, 87, 15, '43:46.1', 36.61237157, 95.7224817, 137, 88, 71, 'Female', 59.86578614026623, 1.8576898173441845, 0.12348836049033932, 49, 17.34731596175411, 104.33333333333333, 'High Risk'),
(124632, 91, 15, '42:46.1', 36.45852442276143, 98.49828238918707, 123, 76, 89, 'Male', 78.15009764371172, 1.7882521950549346, 0.12046991230948831, 47, 24.43835624571841, 91.66666666666667, 'High Risk'),
(124633, 75, 18, '41:46.1', 36.924821300189485, 99.65851251454283, 110, 84, 56, 'Male', 96.97673899115942, 1.9701078987526648, 0.14984357130023906, 26, 24.985471630151235, 92.66666666666667, 'Low Risk'),
(124634, 84, 17, '40:46.1', 36.62825669717362, 97.00719665050057, 112, 80, 75, 'Male', 64.44518141079622, 1.6678283046883682, 0.1298761645150851, 32, 23.167958715164353, 90.66666666666667, 'Low Risk'),
(124635, 68, 18, '39:46.1', 36.466628636230126, 98.14641365792289, 121, 71, 66, 'Male', 71.34254010404864, 1.729557313260654, 0.088314164, 50, 23.849465589928045, 87.66666666666666, 'Low Risk'),
(124636, 78, 19, '38:46.1', 37.01330454658176, 96.16663036543743, 120, 88, 56, 'Male', 91.78380872804013, 1.624011479373885, 0.058240160251103436, 32, 34.80069249868523, 98.66666666666667, 'High Risk'),
(124637, 88, 13, '37:46.1', 36.159491345614356, 98.86159757679535, 119, 89, 20, 'Male', 84.68456151, 1.8421258338784967, 0.080765449, 30, 24.95546444262096, 99, 'Low Risk'),
(124638, 99, 18, '36:46.1', 36.03904333530969, 95.22523130182641, 129, 78, 77, 'Female', 62.53946004919557, 1.8449129778234998, 0.13206376613664272, 51, 18.373942612176005, 95, 'High Risk'),
(124639, 95, 15, '35:46.1', 37.30917228737321, 99.72876070606479, 132, 85, 36, 'Female', 98.84569679854656, 1.647868219038305, 0.11156746996718303, 47, 36.40095781155583, 100.66666666666667, 'High Risk'),
(124640, 91, 15, '34:46.1', 36.33460715072758, 95.52721142349567, 131, 82, 47, 'Female', 80.36203425, 1.650072442227184, 0.12933084411221418, 49, 29.51514351814039, 98.33333333333333, 'High Risk'),
(124641, 73, 14, '33:46.1', 36.038945941048254, 96.92569362, 114, 71, 59, 'Male', 75.51891050868026, 1.8032611194724968, 0.13317142538645166, 43, 23.22407782413795, 85.33333333333333, 'Low Risk'),
(124642, 66, 19, '32:46.1', 37.431770044386774, 96.96961345756185, 134, 81, 72, 'Female', 51.75096226600828, 1.5251663594611158, 0.092516473, 53, 22.247642366081894, 98.66666666666666, 'Low Risk'),
(124643, 80, 17, '31:46.1', 36.90705182750459, 96.35766705173538, 113, 87, 74, 'Male', 89.81491128692937, 1.953913162, 0.14086789008608608, 26, 23.525449412866706, 95.66666666666667, 'Low Risk'),
(124644, 97, 14, '30:46.1', 36.99765538879167, 97.32590168, 113, 71, 60, 'Male', 99.19303681314273, 1.672206356, 0.14919074793665743, 42, 35.47328815126977, 85, 'High Risk'),
(124645, 84, 16, '29:46.1', 36.40206787604209, 95.33151511748905, 136, 87, 26, 'Female', 69.51836162, 1.5571402021932343, 0.14094082719603213, 49, 28.67108269619279, 103.33333333333333, 'Low Risk'),
(124646, 84, 19, '28:46.1', 36.28165768, 97.55225534642148, 115, 86, 21, 'Male', 97.71602931610994, 1.8532177254052369, 0.13970669760561555, 29, 28.452007877633974, 95.66666666666667, 'Low Risk'),
(124647, 85, 12, '27:46.1', 37.00941542818461, 96.20302900576102, 123, 81, 57, 'Male', 69.44701170305134, 1.643032366782188, 0.06681371, 42, 25.72535195090125, 95, 'Low Risk'),
(124648, 85, 19, '26:46.1', 36.277547536429154, 96.38990458, 127, 76, 76, 'Female', 71.88317759036153, 1.801292089416382, 0.12865661972222825, 51, 22.15434850819221, 93, 'Low Risk'),
(124649, 95, 16, '25:46.1', 36.337076942863455, 97.05321743218505, 133, 78, 54, 'Male', 54.03116982040316, 1.7670228479605923, 0.064326856, 55, 17.30453925362603, 96.33333333333333, 'High Risk'),
(124650, 86, 17, '24:46.1', 37.38882887839838, 97.31707654781103, 122, 80, 33, 'Male', 64.80063197041413, 1.700044246455946, 0.10742663505097932, 42, 22.42119686076883, 94, 'Low Risk'),
(124651, 69, 16, '23:46.1', 37.074974971602636, 95.15287450614473, 115, 72, 27, 'Male', 77.12111199588615, 1.921410112825075, 0.078718866, 43, 20.889745001236026, 86.33333333333333, 'Low Risk'),
(124652, 72, 19, '22:46.1', 36.60571790254083, 95.61545638538372, 138, 86, 34, 'Male', 86.44921202576089, 1.6831746630082787, 0.092643848, 52, 30.51424781876385, 103.33333333333333, 'High Risk'),
(124653, 91, 12, '21:46.1', 37.105469623219044, 98.45902048463462, 119, 70, 40, 'Male', 98.01751409735603, 1.6742228018022767, 0.11294263269365894, 49, 34.96851414096294, 86.33333333333333, 'High Risk'),
(124654, 77, 17, '20:46.1', 36.38882861956694, 95.77007209959761, 128, 83, 64, 'Male', 83.21851394688755, 1.7557321232953862, 0.094853521, 45, 26.996250286250575, 98, 'Low Risk'),
(124655, 84, 18, '19:46.1', 37.21569866190943, 96.87923724756976, 111, 72, 88, 'Female', 79.74417843, 1.7558011036785162, 0.096404077, 39, 25.867136372109766, 85, 'Low Risk'),
(124656, 68, 15, '18:46.1', 36.77121657633259, 95.64198866, 139, 77, 38, 'Female', 73.17113779, 1.9236486318846402, 0.1307907025591832, 62, 19.773716909563905, 97.66666666666666, 'Low Risk'),
(124657, 79, 18, '17:46.1', 36.96456774871209, 95.08466784507361, 126, 87, 31, 'Female', 77.01706938469647, 1.6329280796784755, 0.095858672, 39, 28.883703266290823, 100, 'Low Risk'),
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(124833, 87, 16, '21:46.1', 36.78246739826926, 95.48141662088588, 112, 89, 85, 'Female', 66.54879148, 1.9357708273214116, 0.1384567585026143, 23, 17.759563685724252, 96.66666666666667, 'High Risk'),
(124834, 92, 12, '20:46.1', 36.05499584257881, 99.46479623861806, 126, 70, 82, 'Female', 74.13332762152797, 1.603966210998268, 0.10513489485415538, 56, 28.815294613325115, 88.66666666666666, 'High Risk'),
(124835, 94, 13, '19:46.1', 37.06383493184024, 98.54550560965407, 116, 84, 29, 'Male', 62.001008469916826, 1.8656527276856496, 0.12412928495723378, 32, 17.81300290258177, 94.66666666666667, 'High Risk'),
(124836, 70, 14, '18:46.1', 36.35007250696678, 95.93264849207338, 122, 71, 52, 'Male', 66.22282139123098, 1.8913824552099392, 0.13992517041049193, 51, 18.511813550881214, 88, 'Low Risk'),
(124837, 89, 16, '17:46.1', 36.802157923359104, 95.29778428965508, 131, 88, 55, 'Male', 78.73467398249187, 1.505291843241943, 0.12646556788521907, 43, 34.74758427458612, 102.33333333333333, 'High Risk'),
(124838, 62, 16, '16:46.1', 36.69576482074118, 96.28677553850048, 119, 83, 78, 'Female', 84.38719658419801, 1.9680331048006336, 0.1423584064184124, 36, 21.78771874632749, 95, 'Low Risk'),
(124839, 78, 16, '15:46.1', 36.873356966496054, 97.69338949820478, 131, 72, 80, 'Male', 73.14258425847862, 1.5874204053100665, 0.059298793, 59, 29.025946035119755, 91.66666666666666, 'Low Risk'),
(124840, 74, 17, '14:46.1', 36.722206488887025, 96.44387332570349, 134, 87, 31, 'Female', 56.183147093846905, 1.964710600044025, 0.089413259, 47, 14.55488860619101, 102.66666666666667, 'High Risk'),
(124841, 89, 16, '13:46.1', 36.49002062822302, 98.75286947295923, 134, 77, 57, 'Male', 63.07504147927696, 1.7518818565169734, 0.069725451, 57, 20.551707728931554, 96, 'Low Risk'),
(124842, 75, 19, '12:46.1', 37.077386446520606, 99.26738684791985, 113, 70, 62, 'Male', 58.53306167658372, 1.906117658, 0.14479590908171686, 43, 16.110233387793997, 84.33333333333333, 'High Risk'),
(124843, 75, 17, '11:46.1', 37.092989810046895, 96.07957755909216, 113, 81, 20, 'Male', 98.83980571, 1.8141640028286858, 0.10262446387653633, 32, 30.031622241408538, 91.66666666666667, 'High Risk'),
(124844, 75, 16, '10:46.1', 36.24552131858304, 95.00910849702036, 138, 78, 79, 'Male', 58.06437280138557, 1.6763322496398636, 0.077859544, 60, 20.662817455271572, 98, 'Low Risk'),
(124845, 81, 16, '09:46.1', 36.68182569642698, 96.92151056858611, 110, 74, 57, 'Female', 68.43140868, 1.5395344037495202, 0.11098812344317169, 36, 28.87198764855902, 86, 'Low Risk'),
(124846, 68, 14, '08:46.1', 36.55659774512446, 97.67417752300517, 117, 88, 32, 'Male', 78.48270731706396, 1.840529802974408, 0.083979531, 29, 23.167985223794478, 97.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(124847, 71, 19, '07:46.1', 37.29193066304309, 96.99258273817024, 131, 78, 28, 'Female', 79.45909678101785, 1.810824067668631, 0.12276589895045398, 53, 24.23210309017632, 95.66666666666666, 'Low Risk'),
(124848, 75, 15, '06:46.1', 37.433113877032994, 97.98193203750895, 116, 86, 86, 'Female', 94.07738964429494, 1.7095114640634512, 0.087191178, 30, 32.191500732599856, 96, 'High Risk'),
(124849, 80, 14, '05:46.1', 36.89925373400015, 95.05051967773171, 126, 85, 38, 'Male', 55.10608632918088, 1.6152519173959525, 0.13834558040315775, 41, 21.12122182497185, 98.66666666666667, 'Low Risk'),
(124850, 66, 12, '04:46.1', 36.51115526341938, 98.19366353, 120, 71, 73, 'Female', 74.65785546087552, 1.5340310068364968, 0.05400863, 49, 31.725409375629376, 87.33333333333333, 'High Risk'),
(124851, 92, 12, '03:46.1', 37.03130157779408, 99.73236890481016, 114, 83, 66, 'Male', 69.13313578235324, 1.8668716569658121, 0.095328941, 31, 19.83614762819088, 93.33333333333333, 'High Risk'),
(124852, 68, 16, '02:46.1', 36.87179411, 99.78077507387869, 114, 72, 46, 'Female', 80.29056773493778, 1.5292855767494182, 0.051935729730346186, 42, 34.33107034552884, 86, 'High Risk'),
(124853, 94, 16, '01:46.1', 36.15119137716789, 96.38469182035169, 128, 76, 40, 'Male', 87.43119833018187, 1.7399334655943568, 0.072090549, 52, 28.88026328799884, 93.33333333333333, 'High Risk'),
(124854, 92, 19, '00:46.1', 36.29001454655193, 96.46701467720594, 138, 82, 59, 'Female', 85.58284941, 1.9568299851069986, 0.0960712, 56, 22.350155689400548, 100.66666666666666, 'High Risk'),
(124855, 81, 17, '59:46.1', 36.81896956468828, 97.68345757357388, 135, 82, 35, 'Male', 91.91858915053581, 1.687924876763563, 0.057110731, 53, 32.26243347215398, 99.66666666666666, 'High Risk'),
(124856, 87, 14, '58:46.1', 37.43531745932872, 99.72622943444551, 114, 84, 28, 'Male', 69.52847954238631, 1.8118647140905346, 0.10941613686235244, 30, 21.179280285726055, 94, 'Low Risk'),
(124857, 92, 16, '57:46.1', 36.119173710841245, 96.95412769, 126, 72, 39, 'Female', 53.623935718940466, 1.7812659045404369, 0.07256033, 54, 16.900563128698487, 90, 'High Risk'),
(124858, 90, 14, '56:46.1', 36.33805662, 96.44694869519924, 113, 73, 61, 'Male', 93.04018489, 1.7895878805996688, 0.11572179890520563, 40, 29.051228667510117, 86.33333333333333, 'Low Risk'),
(124859, 61, 19, '55:46.1', 36.68117418810716, 97.38086495655885, 128, 71, 69, 'Male', 58.77745126427731, 1.9493727706768529, 0.140189625, 57, 15.467529720726944, 90, 'High Risk'),
(124860, 96, 16, '54:46.1', 37.183410383129576, 95.10736121695874, 135, 75, 61, 'Male', 98.40003642138117, 1.8661978248073132, 0.098457179, 60, 28.25399743501224, 95, 'High Risk'),
(124861, 99, 14, '53:46.1', 36.88668554266399, 98.67366309787002, 132, 80, 47, 'Female', 60.64659914277401, 1.6446957830434406, 0.073469496, 52, 22.419983792439073, 97.33333333333333, 'High Risk'),
(124862, 81, 19, '52:46.1', 37.49989073023384, 99.98792796764201, 138, 76, 27, 'Female', 74.86119455703009, 1.7953110695733772, 0.078621093, 62, 23.22615582985391, 96.66666666666666, 'Low Risk'),
(124863, 91, 19, '51:46.1', 36.559158936251315, 99.76501350045268, 136, 87, 36, 'Male', 56.342341610280435, 1.6428187774831744, 0.09194448, 49, 20.876398391394513, 103.33333333333333, 'High Risk'),
(124864, 97, 13, '50:46.1', 37.03790814129624, 96.90435662293574, 134, 70, 85, 'Female', 76.87285637412236, 1.8287829583140378, 0.072395064, 64, 22.985221137447006, 91.33333333333333, 'High Risk'),
(124865, 98, 15, '49:46.1', 36.493143968563956, 97.35642865, 131, 71, 84, 'Female', 64.71874671728969, 1.7062763542522335, 0.082850971, 60, 22.22958494314672, 91, 'High Risk'),
(124866, 98, 15, '48:46.1', 36.549006045441644, 99.32165902099032, 122, 85, 60, 'Female', 88.36106142712677, 1.5251488357293215, 0.081872149, 37, 37.98712878, 97.33333333333333, 'High Risk'),
(124867, 74, 16, '47:46.1', 36.695153753017735, 95.57333098723305, 133, 88, 87, 'Male', 71.23607847871142, 1.6030262573792156, 0.10760500347948675, 45, 27.721628006773795, 103, 'Low Risk'),
(124868, 62, 19, '46:46.1', 36.823540219734696, 98.10162562, 131, 79, 52, 'Male', 74.45434950743388, 1.8099756046110271, 0.12746974465538274, 52, 22.727131820349857, 96.33333333333333, 'Low Risk'),
(124869, 98, 16, '45:46.1', 36.39666859655945, 97.65090852935371, 116, 78, 24, 'Male', 72.55708572346931, 1.8667535350004398, 0.10311830576374234, 38, 20.82120528260761, 90.66666666666667, 'High Risk'),
(124870, 77, 17, '44:46.1', 37.03564665, 99.43660296, 114, 72, 57, 'Female', 83.70276401100074, 1.9458604413674234, 0.093012899, 42, 22.106318412381697, 86, 'Low Risk'),
(124871, 69, 14, '43:46.1', 36.05338934378403, 96.73929922, 129, 80, 36, 'Male', 51.90801910859146, 1.8406949741246958, 0.11536980543737649, 49, 15.320424636629166, 96.33333333333333, 'High Risk'),
(124872, 78, 12, '42:46.1', 36.75185454296987, 95.74903709552056, 132, 80, 79, 'Male', 89.49535861, 1.8600901488190982, 0.058736889815057584, 52, 25.86619380313532, 97.33333333333333, 'Low Risk'),
(124873, 81, 16, '41:46.1', 36.56868203141729, 99.00498642765669, 128, 86, 20, 'Male', 75.75216428286798, 1.5084556885851834, 0.058509813, 42, 33.291236892616546, 100, 'High Risk'),
(124874, 68, 16, '40:46.1', 36.87768057049801, 97.54236913101383, 127, 84, 54, 'Male', 69.24037260852592, 1.5428332961687232, 0.14481392184205555, 43, 29.088504278800997, 98.33333333333333, 'Low Risk'),
(124875, 84, 13, '39:46.1', 36.645485598879404, 97.52285282032248, 135, 73, 75, 'Female', 52.08156068887951, 1.5644928052468456, 0.1451599836977171, 62, 21.278296165868138, 93.66666666666666, 'Low Risk'),
(124876, 79, 17, '38:46.1', 37.074289339337746, 96.28226975292641, 119, 73, 89, 'Female', 97.34941543663967, 1.5744497880341144, 0.11496538692665109, 46, 39.271339829815794, 88.33333333333333, 'High Risk'),
(124877, 65, 18, '37:46.1', 36.41731001257758, 98.81849850167536, 111, 71, 88, 'Female', 54.02163418164869, 1.7453029890741525, 0.14330222035470735, 40, 17.734790099035546, 84.33333333333333, 'High Risk'),
(124878, 79, 13, '36:46.1', 36.51976216100229, 95.47737322210092, 135, 84, 31, 'Female', 63.86134409728541, 1.622931546813767, 0.11584018150316455, 51, 24.245863202319114, 101, 'Low Risk'),
(124879, 93, 19, '35:46.1', 37.270198360393486, 99.07326021531725, 133, 76, 45, 'Female', 66.97150904824865, 1.6614219170195756, 0.053316521, 57, 24.262202007444518, 95, 'High Risk'),
(124880, 88, 16, '34:46.1', 36.09558182, 95.81031101, 136, 70, 60, 'Female', 90.46034407809879, 1.8210519878522788, 0.1472426325720584, 66, 27.27806416817677, 92, 'Low Risk'),
(124881, 63, 17, '33:46.1', 37.01214739, 99.49152372049888, 130, 81, 71, 'Female', 54.15445221076141, 1.732578634113518, 0.079132724, 49, 18.04048705006205, 97.33333333333333, 'High Risk'),
(124882, 64, 17, '32:46.1', 37.29106886246709, 99.27003158011229, 114, 89, 18, 'Female', 56.59635042265319, 1.704269853438137, 0.054091198, 25, 19.485506676004846, 97.33333333333333, 'Low Risk'),
(124883, 61, 16, '31:46.1', 37.12242580191221, 95.36159063, 132, 83, 82, 'Male', 93.99062161081898, 1.5433893694168195, 0.094441358, 49, 39.45785864692232, 99.33333333333333, 'High Risk'),
(124884, 73, 12, '30:46.1', 36.98081891479059, 97.58551628374177, 115, 74, 78, 'Female', 58.54031820038697, 1.5776294779853164, 0.064267797, 41, 23.520418983610945, 87.66666666666667, 'Low Risk'),
(124885, 93, 19, '29:46.1', 36.398476422232804, 97.73733587244966, 115, 84, 35, 'Female', 88.04540135080661, 1.8817339062982241, 0.14544890147439582, 31, 24.86510267, 94.33333333333333, 'High Risk'),
(124886, 70, 16, '28:46.1', 37.274616022037236, 97.56976941503227, 119, 81, 67, 'Female', 85.47101134917415, 1.6160632266358923, 0.1393754206551298, 38, 32.72669482762354, 93.66666666666667, 'High Risk'),
(124887, 68, 16, '27:46.1', 36.23921109257236, 96.53435601135193, 121, 79, 40, 'Female', 79.08975162044135, 1.5994538042224566, 0.054692473, 42, 30.915538044415353, 93, 'High Risk'),
(124888, 71, 14, '26:46.1', 36.82157266471307, 96.06202313781588, 139, 84, 47, 'Female', 91.65095750551046, 1.8572141563638924, 0.053706291, 55, 26.571314257998097, 102.33333333333333, 'Low Risk'),
(124889, 87, 13, '25:46.1', 36.94299605606511, 98.54049537205168, 118, 76, 18, 'Male', 66.01670786583458, 1.917511162391921, 0.088248332, 42, 17.95469621578163, 90, 'High Risk'),
(124890, 62, 16, '24:46.1', 36.68230853, 96.92866937773049, 139, 89, 31, 'Female', 68.72565649472826, 1.9913861901553693, 0.11811183425401135, 50, 17.33037319437024, 105.66666666666666, 'High Risk'),
(124891, 72, 14, '23:46.1', 36.25727935228652, 97.64562394129466, 128, 75, 56, 'Female', 60.54873039466815, 1.6549960899742113, 0.14767857421669303, 53, 22.106047405515937, 92.66666666666666, 'Low Risk'),
(124892, 96, 18, '22:46.1', 37.153598972211796, 99.61026493048591, 123, 75, 52, 'Female', 97.39094680039204, 1.5514739542600517, 0.086643539, 48, 40.460347605951675, 91, 'High Risk'),
(124893, 86, 13, '21:46.1', 36.952778805815356, 99.93470414138632, 114, 87, 51, 'Female', 85.14366459532795, 1.6264450142078393, 0.075717769, 27, 32.18648619769419, 96, 'High Risk'),
(124894, 97, 13, '20:46.1', 36.93855353015613, 96.37007979658145, 122, 81, 66, 'Male', 56.45336994868161, 1.6871341306113863, 0.11195268082917169, 41, 19.83310218380087, 94.66666666666667, 'High Risk'),
(124895, 65, 13, '19:46.1', 37.27941790528295, 97.11080223926378, 120, 71, 72, 'Female', 84.76586081933024, 1.7596105596116165, 0.13434060281969673, 49, 27.377126180807153, 87.33333333333333, 'Low Risk'),
(124896, 71, 16, '18:46.1', 36.082414027734025, 98.42301016377685, 121, 85, 23, 'Male', 76.14180200392948, 1.6044543345863098, 0.14624258189356582, 36, 29.57797442273289, 97, 'Low Risk'),
(124897, 95, 15, '17:46.1', 37.400538953456234, 99.20314736202764, 138, 75, 50, 'Female', 85.25696624468983, 1.5537384102896183, 0.058738684424480325, 63, 35.31620836530566, 96, 'High Risk'),
(124898, 71, 13, '16:46.1', 37.17635814437837, 98.20684826232734, 119, 77, 68, 'Male', 59.171755583941334, 1.9661503378810457, 0.094878552, 42, 15.306680253606984, 91, 'High Risk'),
(124899, 66, 16, '15:46.1', 36.49717412179152, 98.76078366577873, 139, 80, 76, 'Male', 98.18516489258685, 1.9603627506981913, 0.10406645951657799, 59, 25.548946108480283, 99.66666666666666, 'Low Risk'),
(124900, 62, 13, '14:46.1', 36.34656712067134, 98.04879229, 136, 87, 47, 'Male', 66.33897076863659, 1.7150023286560556, 0.10025871733504879, 49, 22.55481665518505, 103.33333333333333, 'Low Risk'),
(124901, 97, 13, '13:46.1', 37.07462088739413, 97.75278886363431, 134, 84, 33, 'Female', 78.97315179540541, 1.511823144760169, 0.10715510259923214, 50, 34.552342136478245, 100.66666666666666, 'High Risk'),
(124902, 69, 16, '12:46.1', 36.67756701138272, 96.45721765798307, 132, 89, 35, 'Female', 98.21198109916732, 1.7288370388045027, 0.074317141, 43, 32.85915226623385, 103.33333333333333, 'High Risk'),
(124903, 62, 12, '11:46.1', 36.053958281929575, 97.33641631673231, 111, 70, 18, 'Female', 83.24521284, 1.654074438168414, 0.13683444579722837, 41, 30.426301726440215, 83.66666666666667, 'High Risk'),
(124904, 96, 14, '10:46.1', 36.10695993753258, 97.99976160371521, 124, 79, 48, 'Female', 89.43111890431729, 1.5585405368060261, 0.065654403, 45, 36.81734434012749, 94, 'High Risk'),
(124905, 66, 19, '09:46.1', 37.403481755343826, 97.18262179, 128, 85, 42, 'Female', 99.47048680407343, 1.8061826675401362, 0.053140654, 43, 30.490946263793248, 99.33333333333333, 'High Risk'),
(124906, 97, 13, '08:46.1', 36.2177831, 96.99427804016891, 127, 71, 79, 'Female', 88.03746725, 1.8879047702755087, 0.11014037009756675, 56, 24.700592572638232, 89.66666666666666, 'High Risk'),
(124907, 73, 16, '07:46.1', 37.46356297046778, 99.65111486959378, 138, 82, 35, 'Female', 91.20518166967915, 1.6689863338180606, 0.11359235912500405, 56, 32.74265949, 100.66666666666666, 'High Risk'),
(124908, 97, 15, '06:46.1', 36.208311083903105, 98.54205591401005, 128, 84, 22, 'Male', 72.00028913860771, 1.9590600690746949, 0.1375741805540062, 44, 18.76025491, 98.66666666666667, 'High Risk'),
(124909, 78, 12, '05:46.1', 36.34575210314532, 96.13499844971884, 136, 81, 74, 'Female', 98.06707154481421, 1.7378420465239823, 0.09767135, 55, 32.47151902, 99.33333333333333, 'High Risk'),
(124910, 92, 15, '04:46.1', 36.77573484693226, 96.04066393885634, 134, 88, 52, 'Male', 67.08049234532051, 1.9367223884988034, 0.070605021, 46, 17.88386964, 103.33333333333333, 'High Risk'),
(124911, 77, 18, '03:46.1', 36.26737315660196, 95.71662965478063, 132, 89, 24, 'Female', 93.04957573461857, 1.7194748227136056, 0.095882615, 43, 31.47188496, 103.33333333333333, 'High Risk'),
(124912, 77, 16, '02:46.1', 36.144997872526666, 95.56785606920579, 111, 86, 60, 'Female', 65.66218292052113, 1.6390024983759552, 0.14068671051701903, 25, 24.443088796678268, 94.33333333333333, 'Low Risk'),
(124913, 91, 14, '01:46.1', 36.20997274543944, 98.96933903177364, 135, 72, 37, 'Female', 79.79096889027082, 1.8151975102994695, 0.07033664, 63, 24.21619829922083, 93, 'High Risk'),
(124914, 70, 12, '00:46.1', 36.900038615352486, 95.84663982, 130, 82, 46, 'Female', 83.77101829522377, 1.5584716605354683, 0.072114006, 48, 34.490220891394344, 98, 'High Risk'),
(124915, 81, 15, '59:46.1', 36.985462035166385, 95.25910267174922, 127, 85, 78, 'Female', 73.87310666800896, 1.5556488441444634, 0.13905220260417514, 42, 30.52553062399903, 99, 'High Risk'),
(124916, 96, 12, '58:46.1', 36.35982829939198, 96.69955634152186, 125, 85, 66, 'Male', 84.92573798990492, 1.6514442364053836, 0.067410296, 40, 31.139490485002288, 98.33333333333333, 'High Risk'),
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(125093, 99, 19, '01:46.1', 37.450568670911984, 97.87803351893726, 120, 77, 42, 'Male', 77.65990449334639, 1.656255788886457, 0.078697992, 43, 28.31014108402808, 91.33333333333333, 'High Risk'),
(125094, 79, 18, '00:46.1', 37.39179879324602, 97.75581880154431, 139, 84, 51, 'Female', 71.56278886205388, 1.7193896959006372, 0.12069689403297924, 55, 24.20686886904376, 102.33333333333333, 'Low Risk'),
(125095, 62, 13, '59:46.1', 36.11691741309714, 97.17341865, 112, 82, 45, 'Male', 97.19671129337524, 1.9329596002557516, 0.08287542, 30, 26.013932932153818, 92, 'Low Risk'),
(125096, 91, 13, '58:46.1', 36.09078900982651, 97.98694027001214, 131, 78, 78, 'Male', 98.33300968, 1.6739261295509238, 0.080977032, 53, 35.09350569117031, 95.66666666666666, 'High Risk'),
(125097, 67, 13, '57:46.1', 36.569551620546356, 96.81921135442106, 128, 87, 33, 'Male', 85.33365240565215, 1.5214904944835064, 0.12195653587190504, 41, 36.862250627840226, 100.66666666666667, 'High Risk'),
(125098, 90, 13, '56:46.1', 36.05238049412702, 95.25000008, 110, 80, 49, 'Female', 83.60972849025089, 1.8331720859643128, 0.050877191, 30, 24.879998053543197, 90, 'Low Risk'),
(125099, 84, 18, '55:46.1', 36.84532316141581, 95.12863565045433, 126, 82, 60, 'Male', 90.54767961787623, 1.9412476041975137, 0.084771683, 44, 24.027880315351247, 96.66666666666667, 'Low Risk'),
(125100, 61, 17, '54:46.1', 36.178814285761995, 97.33240677384437, 118, 86, 83, 'Female', 61.94879253926937, 1.9181784953939005, 0.10988184752145357, 32, 16.836616128721634, 96.66666666666667, 'High Risk'),
(125101, 71, 18, '53:46.1', 36.855331237908196, 98.86278096558692, 111, 71, 78, 'Female', 97.38312064474462, 1.5147429319537236, 0.11267950180256324, 40, 42.442975028561555, 84.33333333333333, 'High Risk'),
(125102, 73, 18, '52:46.1', 36.574777697377534, 95.09135535810113, 129, 75, 88, 'Female', 90.48631864, 1.7500016059104806, 0.14130465337502374, 54, 29.54649879938978, 93, 'Low Risk'),
(125103, 68, 13, '51:46.1', 37.07038765582104, 99.17791899950085, 111, 89, 39, 'Male', 81.63233941554626, 1.9319187787226013, 0.075220311, 22, 21.871799435268677, 96.33333333333333, 'Low Risk'),
(125104, 62, 18, '50:46.1', 36.92014772938185, 97.26347023464326, 130, 86, 52, 'Male', 98.40239886, 1.7779995741885448, 0.080558271, 44, 31.127366597878453, 100.66666666666667, 'High Risk'),
(125105, 70, 13, '49:46.1', 36.846812555805435, 99.16211856073028, 124, 86, 29, 'Female', 75.51571312336104, 1.9601964083810586, 0.10885930070061761, 38, 19.65342065462209, 98.66666666666667, 'Low Risk'),
(125106, 65, 16, '48:46.1', 36.77966861787312, 98.37724970653022, 129, 78, 59, 'Female', 54.115021561758965, 1.5316526980770866, 0.061372901, 51, 23.067325039421764, 95, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(125108, 80, 12, '46:46.1', 37.26488182500501, 98.39924948245735, 133, 77, 54, 'Female', 66.94122356153548, 1.7410648054017899, 0.0775545, 56, 22.083289863000843, 95.66666666666666, 'Low Risk'),
(125109, 75, 12, '45:46.1', 36.96040043761788, 95.74366495856641, 119, 80, 38, 'Female', 51.57376395572306, 1.6320237413337937, 0.056561597, 39, 19.363144381657623, 93, 'Low Risk'),
(125110, 83, 14, '44:46.1', 37.436931327317254, 97.91593691597166, 133, 70, 70, 'Female', 65.31710363894724, 1.9159575532723059, 0.089347401, 63, 17.793244718255423, 91, 'High Risk'),
(125111, 74, 16, '43:46.1', 36.70553564038514, 99.95337168959449, 125, 86, 62, 'Female', 94.76067067833816, 1.5745247148294992, 0.1416475230349455, 39, 38.22338649390535, 99, 'High Risk'),
(125112, 85, 17, '42:46.1', 36.12525507436578, 99.96017264888962, 118, 82, 87, 'Female', 50.10881966067281, 1.7218744454562136, 0.057410814, 36, 16.90095368034651, 94, 'High Risk'),
(125113, 87, 19, '41:46.1', 36.79086255698733, 98.21123541157772, 122, 86, 44, 'Male', 75.36556967628911, 1.7680272202827236, 0.14016438396716918, 36, 24.10988240542955, 98, 'Low Risk'),
(125114, 62, 18, '40:46.1', 36.22936925657127, 99.81997808, 116, 89, 33, 'Male', 62.575199058623056, 1.5243704473877555, 0.083596716, 27, 26.929060286767083, 98, 'Low Risk'),
(125115, 73, 18, '39:46.1', 36.06965773125065, 98.36634289412227, 127, 75, 32, 'Female', 99.32237670634655, 1.9017583495870616, 0.11207891089744931, 52, 27.46227046132047, 92.33333333333333, 'Low Risk'),
(125116, 94, 19, '38:46.1', 36.95217873580332, 95.45246995759531, 121, 88, 34, 'Male', 73.45252764652888, 1.9202085759997556, 0.087129704, 33, 19.920944949222847, 99, 'High Risk'),
(125117, 84, 18, '37:46.1', 37.041721959437496, 96.67056105778506, 118, 88, 21, 'Male', 93.13484045110482, 1.9925178282192006, 0.073837693, 30, 23.458905348023496, 98, 'Low Risk'),
(125118, 76, 17, '36:46.1', 37.146120646372445, 95.06060403018547, 124, 89, 40, 'Female', 97.09577427, 1.616774714597594, 0.054427006, 35, 37.14508122644058, 100.66666666666667, 'High Risk'),
(125119, 81, 15, '35:46.1', 37.42813768601738, 98.37642016081564, 128, 80, 66, 'Male', 87.98357680697917, 1.8347705592377528, 0.060950135893377444, 48, 26.13593779290926, 96, 'Low Risk'),
(125120, 76, 17, '34:46.1', 36.050543753176825, 95.66427987, 116, 84, 62, 'Female', 96.62898799326501, 1.5846906108821441, 0.10289323197951082, 32, 38.47852905173856, 94.66666666666667, 'High Risk'),
(125121, 78, 12, '33:46.1', 37.01901302436254, 95.01305086, 113, 77, 80, 'Male', 92.87311394275417, 1.900358432507143, 0.11722015742375383, 36, 25.71692051902246, 89, 'Low Risk'),
(125122, 99, 12, '32:46.1', 37.450389286209855, 95.31106379934877, 123, 88, 83, 'Male', 52.18420690118163, 1.877594945247737, 0.12455996812776433, 35, 14.80250691379109, 99.66666666666667, 'High Risk'),
(125123, 97, 15, '31:46.1', 36.596155016836896, 95.65523059216905, 135, 88, 39, 'Male', 86.83348469, 1.9295225367731976, 0.12632589701640456, 47, 23.323166839896597, 103.66666666666667, 'High Risk'),
(125124, 77, 19, '30:46.1', 36.60859687000859, 96.35562638194898, 134, 74, 47, 'Female', 85.32445979174811, 1.927346945555923, 0.13898469076114683, 60, 22.969616671537505, 94, 'Low Risk'),
(125125, 73, 17, '29:46.1', 36.87970469542233, 97.24704801728413, 121, 70, 48, 'Female', 71.36576708, 1.6542904634730773, 0.13399852017531494, 51, 26.07752712714742, 87, 'Low Risk'),
(125126, 74, 18, '28:46.1', 36.348367287458025, 98.96336332723871, 139, 76, 87, 'Male', 50.10568974128849, 1.5672653326375388, 0.065011838, 63, 20.398676489711768, 97, 'Low Risk'),
(125127, 95, 12, '27:46.1', 36.35260031197606, 95.31971119606513, 125, 76, 25, 'Female', 93.73804998241465, 1.7490283506727582, 0.12520575502436196, 49, 30.64236040945551, 92.33333333333333, 'High Risk'),
(125128, 89, 18, '26:46.1', 36.58484335774297, 95.19121494, 135, 73, 42, 'Male', 56.65795884685925, 1.8276983328739222, 0.073138944, 62, 16.961017147730388, 93.66666666666666, 'High Risk'),
(125129, 73, 13, '25:46.1', 36.03090969787616, 95.30333238007861, 136, 76, 45, 'Male', 87.99195858047852, 1.736266388339318, 0.13125043696597177, 60, 29.188398614240732, 96, 'Low Risk'),
(125130, 68, 17, '24:46.1', 37.150365329548734, 98.25378667794755, 119, 79, 40, 'Male', 90.53023658774893, 1.586954058152917, 0.093962722, 40, 35.947189975881045, 92.33333333333333, 'High Risk'),
(125131, 89, 14, '23:46.1', 36.45259432912165, 95.87744784507127, 114, 89, 84, 'Male', 62.305573770815116, 1.877717898554654, 0.09672541, 25, 17.671206736190193, 97.33333333333333, 'High Risk'),
(125132, 99, 18, '22:46.1', 36.97830646047354, 96.75278845672753, 122, 75, 44, 'Female', 83.02091944794546, 1.6374264064835355, 0.1311930070099125, 47, 30.964491972784703, 90.66666666666667, 'High Risk'),
(125133, 87, 12, '21:46.1', 36.103985901607274, 96.79534394877479, 110, 89, 19, 'Female', 87.52140968803559, 1.6455557998371422, 0.13589504750759568, 21, 32.32131910774153, 96, 'High Risk'),
(125134, 61, 17, '20:46.1', 37.10913024741501, 97.58884612640678, 122, 89, 85, 'Female', 72.86736848980001, 1.7616335033399932, 0.12588468876664155, 33, 23.48020927035112, 100, 'Low Risk'),
(125135, 92, 13, '19:46.1', 37.165713893059376, 98.39527696443652, 134, 77, 38, 'Male', 53.840217969340024, 1.5416505307501538, 0.072457686, 57, 22.653480450339735, 96, 'High Risk'),
(125136, 76, 15, '18:46.1', 37.45808400682056, 98.72508368133572, 113, 70, 67, 'Male', 83.64719135337226, 1.6706164981678033, 0.1398421479391204, 43, 29.970765191823617, 84.33333333333333, 'Low Risk'),
(125137, 92, 18, '17:46.1', 36.63549928, 99.45673012382419, 125, 81, 51, 'Male', 60.94663594568445, 1.71958343, 0.052578247, 44, 20.61119801846565, 95.66666666666667, 'High Risk'),
(125138, 80, 15, '16:46.1', 36.68939478978917, 95.17685170085377, 134, 79, 42, 'Female', 97.25366814390418, 1.8993351391098807, 0.065948031, 55, 26.95893828616519, 97.33333333333333, 'Low Risk'),
(125139, 80, 14, '15:46.1', 36.26457764884536, 95.19927929606794, 124, 82, 39, 'Male', 99.53579037560701, 1.953976056266314, 0.13270108523087437, 42, 26.069985768968138, 96, 'Low Risk'),
(125140, 89, 19, '14:46.1', 36.78657166246085, 96.45915559710814, 118, 87, 66, 'Male', 98.35464430198563, 1.8433415069955685, 0.13421960906845226, 31, 28.945647400165797, 97.33333333333333, 'Low Risk'),
(125141, 82, 16, '13:46.1', 36.661565383500296, 97.27381979, 139, 85, 78, 'Male', 78.19858428950955, 1.8299563144192295, 0.08572074, 54, 23.35164320257195, 103, 'Low Risk'),
(125142, 82, 18, '12:46.1', 36.23981651453838, 96.49468321813663, 120, 70, 54, 'Male', 70.45541263704831, 1.9171307867135552, 0.053185690028599956, 50, 19.169504174051543, 86.66666666666666, 'Low Risk'),
(125143, 94, 13, '11:46.1', 36.15107468908454, 96.74407138157925, 135, 75, 41, 'Female', 93.83391755, 1.626263810751428, 0.053982219789941104, 60, 35.47952958, 95, 'High Risk'),
(125144, 98, 14, '10:46.1', 36.282474462596916, 98.71363439, 120, 79, 77, 'Female', 60.99920330097393, 1.8517873550189783, 0.099843359, 41, 17.788606754486896, 92.66666666666667, 'High Risk'),
(125145, 94, 15, '09:46.1', 36.47227658538739, 97.57668190940295, 121, 83, 45, 'Male', 67.90886641818895, 1.6546607147224301, 0.053030951, 38, 24.803248769660808, 95.66666666666667, 'High Risk'),
(125146, 75, 18, '08:46.1', 37.24785371108576, 98.77819941615041, 121, 89, 45, 'Male', 61.11021662593858, 1.564628491621815, 0.051284298, 32, 24.962688329744026, 99.66666666666667, 'Low Risk'),
(125147, 89, 17, '07:46.1', 36.17884486911909, 96.64004515042619, 133, 73, 53, 'Male', 65.12652185940121, 1.5059850420873386, 0.10150821235338828, 60, 28.715512266842087, 93, 'Low Risk'),
(125148, 75, 19, '06:46.1', 37.383447355829944, 98.08908375673678, 126, 75, 65, 'Female', 56.53906586465229, 1.6949975899055523, 0.085225362, 51, 19.67933681365554, 92, 'Low Risk'),
(125149, 75, 18, '05:46.1', 37.206389999166696, 97.65316017305689, 114, 88, 46, 'Female', 68.95005548719607, 1.677821583008622, 0.066648888, 26, 24.493061137051487, 96.66666666666667, 'Low Risk'),
(125150, 70, 13, '04:46.1', 36.89632663002205, 97.16080070656177, 123, 88, 74, 'Female', 87.48135942, 1.9622339071280122, 0.13181142295776194, 35, 22.72029527354028, 99.66666666666667, 'Low Risk'),
(125151, 72, 14, '03:46.1', 36.78762580828267, 98.67128989847771, 113, 89, 67, 'Male', 94.30263141296743, 1.7197470915876885, 0.12600149795107496, 24, 31.88560370678964, 97, 'High Risk'),
(125152, 66, 13, '02:46.1', 36.77248589495549, 97.99762058889442, 136, 82, 31, 'Male', 67.61961808490942, 1.6315645005741743, 0.12074135020068273, 54, 25.401784, 100, 'Low Risk'),
(125153, 76, 18, '01:46.1', 36.50587561963031, 95.32233283404359, 129, 77, 29, 'Female', 71.80672368629625, 1.5297274743270595, 0.1199850096482797, 52, 30.68576664719762, 94.33333333333333, 'High Risk'),
(125154, 96, 18, '00:46.1', 36.805783261932625, 95.93510252765668, 110, 77, 58, 'Female', 65.75035828044278, 1.9112590164013161, 0.12935812978086034, 33, 17.999441481191965, 88, 'High Risk'),
(125155, 83, 17, '59:46.1', 36.14692672665854, 98.16860419, 130, 70, 35, 'Female', 63.93024016417989, 1.9823795208239707, 0.12608705946157053, 60, 16.267946327316547, 90, 'High Risk'),
(125156, 94, 19, '58:46.1', 37.47375347974343, 98.98814449275194, 113, 74, 51, 'Male', 72.64594267, 1.5669108238387186, 0.10420087269134591, 39, 29.588490020830744, 87, 'High Risk'),
(125157, 99, 14, '57:46.1', 37.152513792272174, 97.21070835342903, 117, 88, 45, 'Female', 75.21091151504037, 1.7043491824621102, 0.13199500253721858, 29, 25.891886755940632, 97.66666666666667, 'High Risk'),
(125158, 87, 17, '56:46.1', 37.04713306695183, 97.79835978455802, 119, 89, 84, 'Female', 76.86819895656565, 1.9597986441764832, 0.05359586, 30, 20.013534757622384, 99, 'Low Risk'),
(125159, 84, 18, '55:46.1', 37.406785612150145, 99.06190751492142, 119, 71, 65, 'Male', 51.183186523068116, 1.7442493867261963, 0.14913340574543107, 48, 16.823260214733267, 87, 'High Risk'),
(125160, 83, 16, '54:46.1', 37.45093452890411, 96.23303496859796, 131, 72, 28, 'Female', 80.22559878541284, 1.7636639872432773, 0.057179813, 59, 25.79177747875699, 91.66666666666666, 'Low Risk'),
(125161, 93, 17, '53:46.1', 36.72000747251408, 95.79841822986653, 115, 70, 39, 'Male', 62.493179354070676, 1.881216060609159, 0.11730838893383722, 45, 17.658559149647704, 85, 'High Risk'),
(125162, 98, 13, '52:46.1', 36.40878821915214, 98.96459190657441, 132, 85, 55, 'Female', 59.848337634303974, 1.7112745490615617, 0.08662549, 47, 20.436791260477627, 100.66666666666667, 'High Risk'),
(125163, 65, 16, '51:46.1', 36.385676535215396, 97.12643218217787, 131, 74, 88, 'Male', 74.53395803311572, 1.5585399455139541, 0.13290716744243625, 57, 30.68444758100503, 93, 'High Risk'),
(125164, 90, 16, '50:46.1', 36.51389506430591, 95.86810521285841, 130, 88, 33, 'Female', 63.16406881740897, 1.767935215008507, 0.066833162, 42, 20.20865478215371, 102, 'Low Risk'),
(125165, 82, 12, '49:46.1', 36.844922407418444, 98.72161137553705, 139, 71, 67, 'Female', 58.38715712368999, 1.658191771991484, 0.06547805, 68, 21.23478256040505, 93.66666666666666, 'Low Risk'),
(125166, 93, 13, '48:46.1', 36.84922214679279, 99.28330838428256, 134, 73, 83, 'Female', 92.21445528213667, 1.9833654404972594, 0.093729747, 61, 23.441938494969456, 93.33333333333333, 'High Risk'),
(125167, 74, 16, '47:46.1', 36.67083058, 97.03922576116132, 128, 73, 61, 'Female', 64.27096205998717, 1.9669983165691631, 0.074142891, 55, 16.61142250049758, 91.33333333333333, 'High Risk'),
(125168, 71, 14, '46:46.1', 36.22804942470944, 99.27565104551572, 118, 80, 84, 'Male', 98.39273308641603, 1.5211354584600054, 0.13103910711070677, 38, 42.52332778168973, 92.66666666666667, 'High Risk'),
(125169, 83, 17, '45:46.1', 37.28684833, 98.74605334953878, 139, 84, 40, 'Female', 72.84173846, 1.7823125210377149, 0.078596695, 55, 22.93045044256678, 102.33333333333333, 'Low Risk'),
(125170, 87, 18, '44:46.1', 36.66125984058752, 97.07127428, 127, 74, 52, 'Male', 97.95991695524776, 1.7347818071217607, 0.071971876, 53, 32.550576917235205, 91.66666666666666, 'High Risk'),
(125171, 92, 15, '43:46.1', 36.51088075645819, 97.17540419364214, 127, 87, 82, 'Male', 70.75393738878913, 1.6407437460517063, 0.083134591, 40, 26.28264674076986, 100.33333333333333, 'High Risk'),
(125172, 79, 12, '42:46.1', 37.03315782402011, 99.57209392635659, 135, 82, 61, 'Female', 66.57508065203888, 1.910365006383178, 0.12102639490516882, 53, 18.242274765797532, 99.66666666666666, 'High Risk'),
(125173, 90, 19, '41:46.1', 36.25985177508653, 96.78065390904678, 118, 70, 44, 'Female', 93.07400301515324, 1.7548262120080933, 0.093021094, 48, 30.224572516831547, 86, 'High Risk'),
(125174, 78, 19, '40:46.1', 37.058419993840744, 95.89029430671648, 114, 87, 67, 'Female', 79.32752976087711, 1.7784135798144178, 0.097275656, 27, 25.081782575807278, 96, 'Low Risk'),
(125175, 93, 16, '39:46.1', 36.10713777494133, 96.51751528325939, 111, 70, 77, 'Male', 64.55129658, 1.6307189289325197, 0.071604252, 41, 24.274301684800825, 83.66666666666667, 'High Risk'),
(125176, 88, 17, '38:46.1', 37.02880714887145, 95.54111274572888, 138, 74, 61, 'Male', 63.90343073568925, 1.6880398044810907, 0.1408372574881513, 64, 22.426360961464134, 95.33333333333333, 'Low Risk'),
(125177, 73, 15, '37:46.1', 36.79227882, 98.63335272534775, 116, 82, 73, 'Female', 72.32301398475201, 1.6872262158670486, 0.13345088407154146, 34, 25.405625213021487, 93.33333333333333, 'Low Risk'),
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(125354, 71, 15, '40:46.1', 37.32934850845846, 95.4103349, 115, 86, 30, 'Female', 86.44730510925189, 1.8407611737121952, 0.10338552016797624, 29, 25.512708585817464, 95.66666666666667, 'Low Risk'),
(125355, 79, 15, '39:46.1', 36.34997897492322, 96.26436485160036, 136, 81, 56, 'Male', 81.69421682960774, 1.841408702439163, 0.12299027635870823, 55, 24.093002803091498, 99.33333333333333, 'Low Risk'),
(125356, 61, 12, '38:46.1', 37.17207106541629, 99.62977734, 128, 81, 61, 'Female', 66.16950552099463, 1.5825021436918678, 0.1262261004269149, 47, 26.42221822982297, 96.66666666666667, 'Low Risk'),
(125357, 99, 15, '37:46.1', 36.28908159004167, 96.32472766006236, 121, 77, 62, 'Male', 56.22560478654772, 1.6929045218860437, 0.063523963, 44, 19.618653892463122, 91.66666666666667, 'High Risk'),
(125358, 77, 18, '36:46.1', 36.17161023463198, 97.66206894, 132, 71, 85, 'Male', 83.88319611381539, 1.9434902886056182, 0.051362599284038926, 61, 22.20803943061464, 91.33333333333333, 'Low Risk'),
(125359, 66, 15, '35:46.1', 36.98933387413418, 99.93003715325544, 112, 72, 78, 'Female', 97.42905801424624, 1.6840046430349975, 0.099597321, 40, 34.355947821067716, 85.33333333333333, 'High Risk'),
(125360, 64, 16, '34:46.1', 37.38098475662058, 95.92072629858956, 121, 83, 59, 'Female', 59.227150236764125, 1.9759291487166684, 0.088403175, 38, 15.169738725090124, 95.66666666666667, 'High Risk'),
(125361, 83, 12, '33:46.1', 37.24159709733612, 96.94201058832896, 135, 81, 73, 'Female', 63.25884156886001, 1.6670457902853557, 0.051675218, 54, 22.76282587703688, 99, 'Low Risk'),
(125362, 69, 15, '32:46.1', 36.13759748506342, 99.86267230015935, 126, 75, 56, 'Female', 82.84823747857124, 1.557603900396496, 0.11645639105638957, 51, 34.14831049193888, 92, 'High Risk'),
(125363, 95, 12, '31:46.1', 37.309892143988215, 98.37826041, 135, 78, 63, 'Male', 57.42030599815199, 1.6223059554878434, 0.063712357, 57, 21.817248464429237, 97, 'High Risk'),
(125364, 73, 12, '30:46.1', 36.71925092535088, 96.43064009694679, 134, 88, 26, 'Female', 81.00327636, 1.9660047093098167, 0.1327312148367833, 46, 20.95721059927331, 103.33333333333333, 'Low Risk'),
(125365, 86, 15, '29:46.1', 36.24449492756347, 99.28563391246568, 121, 72, 72, 'Female', 93.85089538528356, 1.9839164276073384, 0.071731041, 49, 23.84468959375156, 88.33333333333333, 'Low Risk'),
(125366, 89, 18, '28:46.1', 36.04280322876343, 95.18449519288308, 114, 87, 74, 'Male', 53.526358817577155, 1.8644439389875032, 0.080655328, 27, 15.398167603446218, 96, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(125368, 77, 16, '26:46.1', 36.90810909113641, 96.71983954922493, 138, 79, 35, 'Female', 66.57477398531786, 1.7236957946174618, 0.11787148288605061, 59, 22.407244683437984, 98.66666666666666, 'Low Risk'),
(125369, 64, 15, '25:46.1', 36.63041031770947, 96.77669708906708, 111, 80, 80, 'Female', 64.01192031585325, 1.918502122274979, 0.12119715337847738, 31, 17.39146984309469, 90.33333333333333, 'High Risk'),
(125370, 88, 17, '24:46.1', 36.76727938519305, 99.88668242, 116, 89, 50, 'Male', 68.26480823, 1.7512183905372725, 0.056046181214807415, 27, 22.259543616746633, 98, 'Low Risk'),
(125371, 88, 16, '23:46.1', 37.404003314322516, 96.27137808882429, 118, 76, 67, 'Female', 51.30913185329467, 1.9262807717865593, 0.08989709, 42, 13.82787635226393, 90, 'High Risk'),
(125372, 93, 15, '22:46.1', 37.04081999393518, 97.63089925, 129, 84, 20, 'Male', 80.80415649703801, 1.7816886960837428, 0.09487091, 45, 25.454821260205783, 99, 'High Risk'),
(125373, 99, 16, '21:46.1', 36.81354054, 97.16673701075496, 124, 71, 74, 'Female', 70.84415420851865, 1.9378862192922153, 0.13573366282582378, 53, 18.86459435348002, 88.66666666666666, 'High Risk'),
(125374, 95, 14, '20:46.1', 36.67059403830055, 99.26025599286304, 137, 89, 88, 'Male', 69.56537287307498, 1.694429735808639, 0.11244439586860663, 48, 24.229585723167894, 105, 'High Risk'),
(125375, 68, 18, '19:46.1', 37.095288109023635, 99.38932266942645, 112, 79, 72, 'Male', 59.25784665, 1.941436688142675, 0.1014529875183415, 33, 15.721696239153905, 90, 'High Risk'),
(125376, 73, 16, '18:46.1', 37.436987003801455, 95.45416491209572, 112, 79, 32, 'Female', 61.677553828038526, 1.9448520370857585, 0.10549871075977293, 33, 16.30624670759567, 90, 'High Risk'),
(125377, 97, 18, '17:46.1', 37.388581891051096, 99.62471905221288, 135, 79, 77, 'Male', 85.58003608232916, 1.854941454903659, 0.11446525200257059, 56, 24.87207685778609, 97.66666666666666, 'High Risk'),
(125378, 90, 13, '16:46.1', 36.359543718129075, 95.54407969566114, 113, 76, 73, 'Male', 58.48154843, 1.6641327663748504, 0.11676493266108108, 37, 21.117520250315458, 88.33333333333333, 'Low Risk'),
(125379, 85, 13, '15:46.1', 36.76955343, 95.51328084269731, 112, 71, 58, 'Female', 87.08956146879771, 1.7932661742461458, 0.1214388548558834, 41, 27.081741632273612, 84.66666666666667, 'Low Risk'),
(125380, 90, 14, '14:46.1', 36.187142316057866, 97.97313543917471, 114, 89, 56, 'Male', 69.60445376, 1.7992998944901863, 0.077724853, 25, 21.499577260153984, 97.33333333333333, 'Low Risk'),
(125381, 98, 16, '13:46.1', 37.49078532562146, 95.16145606033153, 127, 70, 70, 'Female', 98.46375986999345, 1.860671736831532, 0.10709683271843021, 57, 28.440478157797966, 89, 'High Risk'),
(125382, 86, 14, '12:46.1', 37.03764736647581, 98.61928381426017, 139, 72, 53, 'Male', 94.54977827375805, 1.7109135316193693, 0.093098799, 67, 32.30013908539128, 94.33333333333333, 'High Risk'),
(125383, 62, 19, '11:46.1', 36.78466052589001, 97.84898184604573, 130, 86, 82, 'Female', 85.00511683358701, 1.511660259114037, 0.10614660703069939, 44, 37.199463547475034, 100.66666666666667, 'High Risk'),
(125384, 95, 19, '10:46.1', 36.13199292874811, 99.11916460178892, 115, 70, 57, 'Male', 63.51955202394254, 1.9808567565937294, 0.1437927131266973, 45, 16.18830149535396, 85, 'High Risk'),
(125385, 63, 16, '09:46.1', 37.35984074573679, 96.20418579393316, 131, 72, 72, 'Male', 57.73796685058601, 1.6394481124316806, 0.1196140182912683, 59, 21.48157572411714, 91.66666666666666, 'Low Risk'),
(125386, 67, 18, '08:46.1', 37.08173746363236, 98.12187396607742, 120, 80, 64, 'Female', 60.532209068916174, 1.6698460348600244, 0.099754659, 40, 21.708692355304542, 93.33333333333333, 'Low Risk'),
(125387, 86, 16, '07:46.1', 37.36871027, 97.54780535960685, 135, 76, 53, 'Female', 64.95614690864475, 1.9800827765127587, 0.080566588, 59, 16.567369680221052, 95.66666666666666, 'High Risk'),
(125388, 81, 18, '06:46.1', 36.937170349657265, 97.43393213568216, 114, 80, 55, 'Male', 99.40633567047152, 1.703509773480633, 0.060053036053106225, 34, 34.25506578757021, 91.33333333333333, 'High Risk'),
(125389, 62, 16, '05:46.1', 36.70944701107619, 97.09987545108092, 112, 71, 21, 'Male', 81.63600021319729, 1.9292079634211696, 0.072953817, 41, 21.934292280046808, 84.66666666666667, 'Low Risk'),
(125390, 63, 16, '04:46.1', 36.00633905417431, 95.02070446989583, 137, 75, 22, 'Female', 64.28900417940515, 1.697807109836331, 0.11181530628790287, 62, 22.30283147872067, 95.66666666666666, 'Low Risk'),
(125391, 99, 17, '03:46.1', 36.33196323864852, 96.05711730248977, 113, 79, 30, 'Female', 60.21119807905957, 1.7035878819730956, 0.1161078471713231, 34, 20.74665975199155, 90.33333333333333, 'High Risk'),
(125392, 62, 13, '02:46.1', 37.008443864215785, 98.11773215358367, 123, 84, 30, 'Female', 80.54707495891084, 1.6769012030623307, 0.12090005950196821, 39, 28.644076251965046, 97, 'Low Risk'),
(125393, 91, 13, '01:46.1', 36.79187282944172, 98.28018952298999, 115, 78, 61, 'Male', 75.17558651008777, 1.7102833259543841, 0.1326992224434056, 37, 25.700448466547975, 90.33333333333333, 'High Risk'),
(125394, 88, 15, '00:46.1', 36.42548206022812, 96.96910428157749, 138, 89, 45, 'Male', 94.47475216118275, 1.6688068909284373, 0.05491107, 49, 33.92372957085005, 105.33333333333333, 'High Risk'),
(125395, 73, 19, '59:46.1', 36.95979054, 97.20734033146137, 124, 84, 25, 'Female', 66.61363441583978, 1.6870415438467612, 0.067319737, 40, 23.405157856358176, 97.33333333333333, 'Low Risk'),
(125396, 82, 15, '58:46.1', 37.44723901636979, 98.72719863770752, 138, 81, 60, 'Female', 92.85640196966614, 1.6701341242155263, 0.12142537040053386, 57, 33.289644105736954, 100, 'High Risk'),
(125397, 76, 18, '57:46.1', 36.220346166926184, 97.61082782612063, 122, 79, 22, 'Male', 56.35068513, 1.5843944232529201, 0.12503371479288367, 43, 22.447738291392376, 93.33333333333333, 'Low Risk'),
(125398, 98, 19, '56:46.1', 36.62289462608689, 98.84520159, 137, 78, 40, 'Female', 83.60801818464188, 1.8943350518455464, 0.11402217756714278, 59, 23.298842124900347, 97.66666666666666, 'High Risk'),
(125399, 89, 16, '55:46.1', 36.98013307039663, 99.80704340503515, 110, 79, 78, 'Male', 82.11193624429636, 1.655364824636551, 0.11186615526712526, 31, 29.96531504972847, 89.33333333333333, 'Low Risk'),
(125400, 62, 19, '54:46.1', 37.16857483899352, 97.84299669837567, 127, 71, 65, 'Male', 56.212475399512044, 1.9441325727056884, 0.1001917956689328, 56, 14.872396566353245, 89.66666666666666, 'High Risk'),
(125401, 91, 15, '53:46.1', 36.16512298521468, 99.45328724637974, 129, 84, 52, 'Male', 75.66216275639928, 1.735172976530226, 0.1041210290988153, 45, 25.130041188301227, 99, 'High Risk'),
(125402, 87, 18, '52:46.1', 37.386794528381515, 97.75228287, 135, 77, 68, 'Female', 91.53527800958904, 1.656295174046945, 0.10083939890668295, 58, 33.36668274227259, 96.33333333333333, 'High Risk'),
(125403, 72, 13, '51:46.1', 37.41985532, 98.90885393676811, 128, 79, 71, 'Female', 79.24535220116478, 1.8146562141087508, 0.076295645, 49, 24.064956414845014, 95.33333333333333, 'Low Risk'),
(125404, 86, 19, '50:46.1', 36.73335064529637, 99.49229768357924, 112, 72, 57, 'Female', 98.19107335817833, 1.8236502299935167, 0.10783459950268325, 40, 29.52493267407488, 85.33333333333333, 'Low Risk'),
(125405, 65, 18, '49:46.1', 37.0553257, 97.90607236936822, 126, 83, 79, 'Female', 91.32432096, 1.6916859347602256, 0.13603649782065502, 43, 31.911482078741713, 97.33333333333333, 'High Risk'),
(125406, 62, 18, '48:46.1', 37.33592123760582, 96.08941930114202, 138, 71, 61, 'Female', 78.51514288742518, 1.864785818668648, 0.1379137173138202, 67, 22.578522019379363, 93.33333333333333, 'Low Risk'),
(125407, 96, 16, '47:46.1', 36.39368955680616, 99.66978167069503, 118, 77, 29, 'Female', 67.42268829239757, 1.856893693, 0.1293684980439565, 41, 19.55383664640189, 90.66666666666667, 'High Risk'),
(125408, 99, 12, '46:46.1', 36.37457514247019, 98.33715180618574, 117, 87, 65, 'Female', 96.94470153127872, 1.6350857311638318, 0.082765145, 30, 36.26127084224247, 97, 'High Risk'),
(125409, 92, 19, '45:46.1', 36.986949287955106, 97.56008580807436, 117, 83, 27, 'Male', 69.72836254803315, 1.8571986326474905, 0.14389411344695807, 34, 20.21588489619502, 94.33333333333333, 'High Risk'),
(125410, 86, 18, '44:46.1', 36.29230159978516, 96.30864358, 126, 75, 62, 'Male', 53.138335648770656, 1.8775231237589942, 0.065639258, 51, 15.074307100284038, 92, 'High Risk'),
(125411, 60, 17, '43:46.1', 36.035549838304554, 95.37785187714181, 111, 88, 51, 'Female', 70.14748999, 1.6115728684721957, 0.14537161481344552, 23, 27.00923237226441, 95.66666666666667, 'Low Risk'),
(125412, 94, 18, '42:46.1', 36.13768938840477, 96.29610123042562, 126, 74, 21, 'Male', 85.42877060729214, 1.6095904504034393, 0.10919299286372974, 52, 32.97413282833136, 91.33333333333333, 'High Risk'),
(125413, 78, 13, '41:46.1', 36.69095512, 95.78919620113874, 116, 87, 56, 'Male', 64.08953808912136, 1.5404268688609717, 0.05022536, 29, 27.00878023668145, 96.66666666666667, 'Low Risk'),
(125414, 64, 15, '40:46.1', 36.37685065673548, 98.02472781812051, 112, 82, 80, 'Female', 52.09622335, 1.9047415572695492, 0.054235901, 30, 14.359328343786537, 92, 'High Risk'),
(125415, 98, 18, '39:46.1', 36.23760404313694, 96.39211974818693, 122, 75, 59, 'Male', 54.33908895671926, 1.980245650319303, 0.091818974, 47, 13.857159529256265, 90.66666666666667, 'High Risk'),
(125416, 78, 19, '38:46.1', 36.885163684709134, 96.01092231, 112, 88, 41, 'Male', 93.63992531519271, 1.5753066327701108, 0.088093715, 24, 37.73382712796657, 96, 'High Risk'),
(125417, 99, 16, '37:46.1', 37.163395498332655, 95.69830457045245, 113, 79, 19, 'Male', 51.936425802357874, 1.7181453404607296, 0.1374691555343417, 34, 17.59350065103254, 90.33333333333333, 'High Risk'),
(125418, 72, 12, '36:46.1', 36.64660916, 95.34646222354749, 138, 78, 58, 'Male', 60.75888010583763, 1.522392503051345, 0.11421668353155714, 60, 26.215399912228683, 98, 'Low Risk'),
(125419, 77, 13, '35:46.1', 36.86928444371404, 98.45414077999325, 113, 84, 81, 'Male', 97.08141077427126, 1.6366108292518495, 0.12289663247415679, 29, 36.244760785971025, 93.66666666666667, 'High Risk'),
(125420, 66, 17, '34:46.1', 36.11390511598827, 97.33147693010055, 137, 79, 26, 'Female', 95.69292594033473, 1.5251914332522039, 0.089563506, 58, 41.13685817663602, 98.33333333333333, 'High Risk'),
(125421, 74, 19, '33:46.1', 36.85440596672719, 97.48824416029673, 133, 74, 63, 'Female', 55.830264014383495, 1.8423246043646433, 0.1381212138926609, 59, 16.44891958, 93.66666666666666, 'High Risk'),
(125422, 77, 15, '32:46.1', 37.06640481348895, 96.97942955, 122, 83, 60, 'Female', 74.92880539, 1.8920141209070196, 0.1365195420629009, 39, 20.931486011176915, 96, 'Low Risk'),
(125423, 69, 13, '31:46.1', 36.092328604290856, 97.21093126721243, 134, 89, 38, 'Female', 89.73830783280164, 1.7860216629572099, 0.096769696, 45, 28.132247624593905, 104, 'Low Risk'),
(125424, 78, 19, '30:46.1', 36.455914242381894, 96.61680063265776, 111, 79, 81, 'Male', 60.19442478384939, 1.6138871857519987, 0.0823322, 32, 23.110530888401687, 89.66666666666667, 'Low Risk'),
(125425, 97, 17, '29:46.1', 36.62092378, 98.33621383053244, 123, 74, 45, 'Female', 62.386490619089145, 1.6528713271111868, 0.13086061079316896, 49, 22.835601967503624, 90.33333333333333, 'High Risk'),
(125426, 95, 18, '28:46.1', 36.91266403692403, 99.87371854946936, 129, 74, 32, 'Female', 72.76129751742968, 1.6110968058992066, 0.14095448271089522, 55, 28.03219862618064, 92.33333333333333, 'High Risk'),
(125427, 97, 12, '27:46.1', 37.318757034502916, 96.16663450611539, 125, 72, 50, 'Female', 80.83874460005399, 1.807471164631855, 0.1404899793721555, 53, 24.74439303928205, 89.66666666666666, 'High Risk'),
(125428, 62, 17, '26:46.1', 36.806066064594106, 98.21762183844655, 137, 88, 49, 'Female', 61.417524013945474, 1.8717141404127906, 0.083590299, 49, 17.531265284697692, 104.33333333333333, 'High Risk'),
(125429, 64, 18, '25:46.1', 37.22672902107075, 96.56078162032878, 135, 74, 87, 'Female', 80.14512542537278, 1.668568959483151, 0.069320577, 61, 28.786495240131096, 94.33333333333333, 'Low Risk'),
(125430, 86, 16, '24:46.1', 36.690496273890986, 99.72851191676816, 122, 76, 53, 'Male', 55.447163280297296, 1.6473784894285233, 0.11933449236145507, 46, 20.431137680184072, 91.33333333333333, 'Low Risk'),
(125431, 96, 14, '23:46.1', 36.535324870963215, 99.39540671837098, 120, 84, 29, 'Female', 82.01989066068083, 1.623691677207474, 0.10962091209303301, 36, 31.11086289183629, 96, 'High Risk'),
(125432, 68, 16, '22:46.1', 36.06459366935137, 96.61005899, 128, 81, 34, 'Female', 99.54467634239101, 1.9323071517087183, 0.09056412, 47, 26.660342006441898, 96.66666666666667, 'Low Risk'),
(125433, 68, 16, '21:46.1', 36.786723219123246, 98.26776364412103, 127, 75, 29, 'Female', 75.49153613878347, 1.701039042973893, 0.052714400516762065, 52, 26.089736870436873, 92.33333333333333, 'Low Risk'),
(125434, 87, 13, '20:46.1', 36.75933537959609, 98.14907532926087, 119, 87, 28, 'Male', 59.9065659, 1.5304170493414477, 0.10939642615686944, 32, 25.577308056468098, 97.66666666666667, 'Low Risk'),
(125435, 97, 17, '19:46.1', 37.47566284377789, 97.82456258932535, 118, 82, 30, 'Female', 63.14663829919843, 1.8769808650593203, 0.12302931348861218, 36, 17.923818800434546, 94, 'High Risk'),
(125436, 84, 12, '18:46.1', 36.54145663881073, 95.87846404, 115, 74, 83, 'Female', 67.94337358667921, 1.7557877178800851, 0.073179458, 41, 22.039568812926156, 87.66666666666667, 'Low Risk'),
(125437, 66, 14, '17:46.1', 36.98796696112073, 97.55087948, 118, 73, 30, 'Female', 83.69571381, 1.7863901128130169, 0.10633918437294457, 45, 26.227120094927475, 88, 'Low Risk'),
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(125614, 95, 12, '20:46.1', 37.334161818782626, 98.35262802995743, 119, 76, 22, 'Male', 94.28100143425047, 1.7473377947035513, 0.087276743, 43, 30.879513205996208, 90.33333333333333, 'High Risk'),
(125615, 90, 12, '19:46.1', 37.34365314326973, 95.99171332215188, 129, 74, 59, 'Male', 65.25780626032838, 1.6163766543481126, 0.078962416, 55, 24.97740591850976, 92.33333333333333, 'Low Risk'),
(125616, 83, 17, '18:46.1', 36.468199670787854, 98.04746691736409, 135, 80, 30, 'Male', 69.62217859879952, 1.6032020083215905, 0.1397365144156823, 55, 27.087636481782138, 98.33333333333333, 'Low Risk'),
(125617, 94, 19, '17:46.1', 36.61596391437476, 96.45698447, 119, 76, 50, 'Female', 74.34638449005956, 1.8485536606600195, 0.051886713, 43, 21.756835563356724, 90.33333333333333, 'High Risk'),
(125618, 88, 16, '16:46.1', 36.085129477315576, 96.71727408811887, 120, 84, 50, 'Male', 74.29088281, 1.6204991217173967, 0.12348140607636203, 36, 28.290323860372848, 96, 'Low Risk'),
(125619, 87, 16, '15:46.1', 37.216015982831436, 98.45213184918995, 132, 89, 32, 'Male', 64.91448578818415, 1.770048490482484, 0.12223730831920011, 43, 20.719119401169987, 103.33333333333333, 'Low Risk'),
(125620, 94, 13, '14:46.1', 37.47665245225574, 99.12511588774447, 121, 75, 26, 'Female', 95.43729520508475, 1.6531422986981275, 0.14276758356452224, 46, 34.92188244, 90.33333333333333, 'High Risk'),
(125621, 81, 17, '13:46.1', 36.06314585706673, 96.21950582556964, 129, 75, 84, 'Male', 72.92025037694341, 1.8413111777134379, 0.1231170315371571, 54, 21.507690192080503, 93, 'Low Risk'),
(125622, 81, 14, '12:46.1', 37.45342400674961, 99.97643295017177, 120, 72, 83, 'Male', 73.89831403277853, 1.583469367955808, 0.13355134765285967, 48, 29.47237927369584, 88, 'Low Risk'),
(125623, 91, 13, '11:46.1', 36.96788973921822, 97.38953083747272, 138, 79, 88, 'Male', 61.79669106869714, 1.636743583327967, 0.07793989, 59, 23.067680482371706, 98.66666666666666, 'High Risk'),
(125624, 99, 14, '10:46.1', 36.76657633661915, 96.59625885289925, 128, 78, 74, 'Male', 78.72074457541228, 1.8035325082096378, 0.054469289, 50, 24.20144201284244, 94.66666666666666, 'High Risk'),
(125625, 94, 16, '09:46.1', 36.80274753894694, 99.32518419568788, 117, 73, 71, 'Male', 82.53007223433058, 1.9107203474388381, 0.055376742, 44, 22.60570044216749, 87.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(125627, 64, 16, '07:46.1', 36.20832657594696, 95.11272186855145, 124, 82, 70, 'Female', 61.99004917172664, 1.6374030790776817, 0.071349033, 42, 23.121221560765992, 96, 'Low Risk'),
(125628, 64, 16, '06:46.1', 36.096583768399896, 99.01193163065412, 128, 74, 49, 'Male', 81.60369784873804, 1.9254167550903727, 0.14234806143461498, 54, 22.012042650540153, 92, 'Low Risk'),
(125629, 79, 14, '05:46.1', 36.23119891129101, 99.83700400397132, 132, 81, 48, 'Female', 98.61275248406474, 1.843019190856095, 0.099849333, 51, 29.031760078645995, 98, 'Low Risk'),
(125630, 65, 17, '04:46.1', 36.60912310130075, 98.47405703002828, 134, 80, 25, 'Female', 76.81380944, 1.619009043, 0.060098571, 54, 29.304934467691577, 98, 'Low Risk'),
(125631, 82, 17, '03:46.1', 36.14075749360564, 99.0297602, 118, 76, 55, 'Female', 73.18474462489291, 1.9394163390836998, 0.080430586, 42, 19.45711570453704, 90, 'Low Risk'),
(125632, 76, 12, '02:46.1', 36.999277117506125, 97.66302572512394, 129, 84, 85, 'Male', 56.16037289392976, 1.5810190615419897, 0.1164756782774949, 45, 22.467552785484866, 99, 'Low Risk'),
(125633, 92, 16, '01:46.1', 37.10026594196472, 97.69677211, 127, 83, 83, 'Female', 54.083771313657195, 1.8845941101939352, 0.08950503, 44, 15.227594689311863, 97.66666666666667, 'High Risk'),
(125634, 87, 16, '00:46.1', 36.76270544051985, 99.33983729271007, 120, 82, 43, 'Male', 86.85829279016849, 1.6136712460206983, 0.11465280055294592, 38, 33.35655323638422, 94.66666666666667, 'High Risk'),
(125635, 80, 16, '59:46.1', 36.22861522911587, 98.08707938273396, 124, 72, 38, 'Female', 96.84818755923624, 1.6644650185861372, 0.092872091, 52, 34.95764383517268, 89.33333333333333, 'High Risk'),
(125636, 78, 17, '58:46.1', 36.99840987676553, 99.56231544621092, 119, 85, 87, 'Female', 74.76178424, 1.540779758470089, 0.051413098, 34, 31.491875710240517, 96.33333333333333, 'High Risk'),
(125637, 64, 19, '57:46.1', 37.28435475065653, 95.79667838253101, 117, 84, 64, 'Female', 66.55103348716642, 1.6803763954260478, 0.10649971621657199, 33, 23.569027305544967, 95, 'Low Risk'),
(125638, 65, 16, '56:46.1', 36.26484751421286, 99.31737555252582, 123, 73, 81, 'Female', 53.80310056, 1.6897750084940755, 0.11126626083926208, 50, 18.84297789112277, 89.66666666666666, 'Low Risk'),
(125639, 61, 16, '55:46.1', 36.72814925164616, 97.97167078129071, 136, 72, 61, 'Male', 60.52491283799092, 1.5355032631412417, 0.12466516596104306, 64, 25.670402913896602, 93.33333333333333, 'Low Risk'),
(125640, 96, 13, '54:46.1', 36.27218851126173, 99.52070188969667, 122, 82, 32, 'Female', 85.83167796221586, 1.8289918200151207, 0.12395218969348866, 40, 25.658075370743283, 95.33333333333333, 'High Risk'),
(125641, 66, 14, '53:46.1', 37.48222811266304, 99.55542325, 121, 84, 75, 'Male', 96.24757040221493, 1.6310136289800898, 0.058633818, 37, 36.18050256821656, 96.33333333333333, 'High Risk'),
(125642, 70, 18, '52:46.1', 37.30756719158949, 99.24739067, 126, 75, 87, 'Female', 74.39802208495303, 1.5354498910712384, 0.14280631939695534, 51, 31.55659192944935, 92, 'High Risk'),
(125643, 72, 13, '51:46.1', 37.39099492062259, 96.34910959081442, 126, 72, 35, 'Female', 98.45905552845551, 1.8651757238999758, 0.097612442, 54, 28.301936805665548, 90, 'Low Risk'),
(125644, 82, 16, '50:46.1', 36.98902678211102, 99.42744679042184, 118, 81, 68, 'Female', 86.38748125, 1.5961147576844077, 0.14647547724533044, 37, 33.90959364964435, 93.33333333333333, 'High Risk'),
(125645, 71, 18, '49:46.1', 36.14718527221381, 99.87149464987573, 134, 86, 78, 'Male', 71.61624693, 1.5195183044209586, 0.050247921, 48, 31.01699256068302, 102, 'High Risk'),
(125646, 85, 16, '48:46.1', 36.62198935531665, 97.96544661008552, 132, 86, 35, 'Male', 66.81579115107355, 1.6509925068900806, 0.10723523495863732, 46, 24.512573605298368, 101.33333333333333, 'Low Risk'),
(125647, 96, 14, '47:46.1', 36.91032360430675, 96.23761312036916, 138, 83, 57, 'Male', 74.48520901963931, 1.855204772994393, 0.12716687005338506, 55, 21.641448967789344, 101.33333333333333, 'High Risk'),
(125648, 81, 15, '46:46.1', 36.01545820473171, 98.44901462148701, 113, 72, 60, 'Male', 85.49837078967713, 1.8831149199129782, 0.067418984, 41, 24.11038750872233, 85.66666666666667, 'Low Risk'),
(125649, 72, 15, '45:46.1', 37.26471472701039, 95.23318132817576, 114, 89, 31, 'Female', 68.16424481, 1.5694053035374993, 0.1132108127168759, 25, 27.674921375216396, 97.33333333333333, 'Low Risk'),
(125650, 88, 15, '44:46.1', 37.02201195910762, 96.28678223535942, 120, 70, 44, 'Female', 93.09034346842148, 1.8051312343657675, 0.066924083, 50, 28.568475836691697, 86.66666666666666, 'Low Risk'),
(125651, 72, 16, '43:46.1', 37.09631202440034, 98.91788605864495, 126, 80, 22, 'Male', 63.55068117944249, 1.8392932993310205, 0.12316106113414307, 46, 18.785304217257554, 95.33333333333333, 'Low Risk'),
(125652, 94, 16, '42:46.1', 36.81342181938413, 95.16754551608356, 120, 80, 63, 'Male', 59.919198725998136, 1.794751144999312, 0.08959494, 40, 18.60190914826324, 93.33333333333333, 'High Risk'),
(125653, 87, 13, '41:46.1', 36.00770830900186, 96.01056630438762, 132, 82, 29, 'Female', 65.92674258, 1.6346716574591065, 0.11449367885560797, 50, 24.671783904174838, 98.66666666666666, 'Low Risk'),
(125654, 83, 16, '40:46.1', 36.46859607916207, 95.28663952247389, 137, 86, 68, 'Male', 74.00241064187503, 1.9300217823340555, 0.092461871, 51, 19.86650387, 103, 'Low Risk'),
(125655, 80, 14, '39:46.1', 36.363415290970956, 98.45241702687665, 118, 85, 31, 'Female', 92.05930600264502, 1.7666850603487299, 0.14309255265629287, 33, 29.49506948041316, 96, 'Low Risk'),
(125656, 68, 17, '38:46.1', 36.50797771765691, 98.68314431502772, 130, 77, 58, 'Male', 73.10384555124597, 1.5700963086316178, 0.1348600411219683, 53, 29.65429735353192, 94.66666666666666, 'Low Risk'),
(125657, 67, 17, '37:46.1', 37.15783608526792, 98.88077990583602, 128, 82, 27, 'Male', 55.03152195013297, 1.9001506483447648, 0.14452625608806807, 46, 15.241771812460323, 97.33333333333333, 'High Risk'),
(125658, 93, 17, '36:46.1', 37.06284036808155, 99.06532221570458, 117, 88, 82, 'Male', 66.21957677175104, 1.8949828595888676, 0.12842451295181365, 29, 18.44063316, 97.66666666666667, 'High Risk'),
(125659, 67, 13, '35:46.1', 36.84792654002219, 96.84883830923991, 122, 87, 34, 'Male', 79.05503306, 1.6080797270200142, 0.10272019099431684, 35, 30.57133266893956, 98.66666666666667, 'High Risk'),
(125660, 97, 16, '34:46.1', 36.85698242397366, 96.38711618643659, 135, 75, 38, 'Female', 70.0389658, 1.5470111895253085, 0.1333334703284174, 60, 29.265288831586812, 95, 'High Risk'),
(125661, 75, 14, '33:46.1', 36.363637082409134, 98.05927345, 137, 73, 63, 'Female', 83.99580008, 1.564088025560768, 0.11229535169694893, 64, 34.33485272670697, 94.33333333333333, 'High Risk'),
(125662, 74, 15, '32:46.1', 37.14606697436854, 99.46702868899254, 127, 73, 89, 'Female', 69.24742923841654, 1.9238238045789067, 0.12251490960315896, 54, 18.709968948998775, 91, 'Low Risk'),
(125663, 64, 18, '31:46.1', 37.371701389495676, 96.30080041347665, 111, 72, 26, 'Male', 83.72758668423006, 1.5000783922877576, 0.084276968, 39, 37.20837151443169, 85, 'High Risk'),
(125664, 92, 18, '30:46.1', 36.80498271099542, 99.16099742866292, 131, 87, 42, 'Male', 76.04572661223098, 1.588545305667461, 0.13301565148710143, 44, 30.13530580121558, 101.66666666666667, 'High Risk'),
(125665, 87, 14, '29:46.1', 36.53412521272532, 99.5214891, 124, 89, 48, 'Male', 65.12309551427168, 1.6094399293190242, 0.074046382, 35, 25.141170444235648, 100.66666666666667, 'Low Risk'),
(125666, 80, 19, '28:46.1', 36.935813137872266, 95.43039952219435, 110, 81, 81, 'Male', 96.92945714692873, 1.6047175330385421, 0.12151328800955069, 29, 37.640777457414174, 90.66666666666667, 'High Risk'),
(125667, 91, 19, '27:46.1', 37.23874703721555, 96.21409492930825, 122, 80, 61, 'Male', 70.56490411977765, 1.7814403419458562, 0.1035812145650366, 42, 22.23546365, 94, 'High Risk'),
(125668, 98, 18, '26:46.1', 36.97824942654574, 96.44747884614189, 132, 88, 83, 'Male', 62.98098598929132, 1.7814120419661519, 0.067334315, 44, 19.846351912408153, 102.66666666666667, 'High Risk'),
(125669, 85, 13, '25:46.1', 37.01082240169471, 95.81649863630516, 110, 85, 23, 'Female', 72.54868539, 1.7209985055112824, 0.1383825086755649, 25, 24.494498992089042, 93.33333333333333, 'Low Risk'),
(125670, 77, 13, '24:46.1', 36.91889001770776, 99.49128145711425, 120, 82, 20, 'Male', 67.74001135958504, 1.6686858584677688, 0.056082794841413014, 38, 24.327422304428534, 94.66666666666667, 'Low Risk'),
(125671, 95, 12, '23:46.1', 36.278595279411356, 96.21066355461733, 128, 79, 53, 'Female', 92.93382269106453, 1.6618884271283185, 0.10845704299096513, 49, 33.648838247858215, 95.33333333333333, 'High Risk'),
(125672, 66, 15, '22:46.1', 37.33421608, 97.34636531797236, 125, 74, 26, 'Male', 56.840978881833905, 1.5424635815688108, 0.10563531998857338, 51, 23.890856004085574, 91, 'Low Risk'),
(125673, 73, 14, '21:46.1', 36.25322862926003, 99.18228990976826, 114, 81, 23, 'Male', 80.60181524838059, 1.8256243982197078, 0.10247877896786278, 33, 24.183656212705294, 92, 'Low Risk'),
(125674, 84, 19, '20:46.1', 37.37220478025827, 95.44738684, 120, 80, 45, 'Male', 84.70475033089446, 1.7097005658103226, 0.065912978, 40, 28.97794980842367, 93.33333333333333, 'Low Risk'),
(125675, 83, 12, '19:46.1', 37.31703682613334, 98.42087270872672, 119, 86, 73, 'Female', 50.67405711, 1.6144141880637028, 0.11342109050678412, 33, 19.442662848564108, 97, 'Low Risk'),
(125676, 88, 13, '18:46.1', 37.268689072693995, 99.11820311098164, 114, 79, 35, 'Female', 95.54216971335711, 1.6083618651138742, 0.14827293432745017, 35, 36.934103777834174, 90.66666666666667, 'High Risk'),
(125677, 98, 17, '17:46.1', 36.683584321280975, 99.05995852687936, 139, 78, 75, 'Male', 56.31020919, 1.8388423370326126, 0.064982979, 61, 16.653217421779345, 98.33333333333333, 'High Risk'),
(125678, 93, 15, '16:46.1', 37.29738204921794, 99.13257397853864, 132, 79, 86, 'Female', 83.21435474156607, 1.6638970615004076, 0.083988316, 53, 30.056979865981123, 96.66666666666666, 'High Risk'),
(125679, 96, 13, '15:46.1', 37.363894125659606, 96.57929227443951, 129, 71, 20, 'Male', 55.74289390278888, 1.5666503049129412, 0.069865203, 58, 22.711476875457517, 90.33333333333333, 'High Risk'),
(125680, 60, 12, '14:46.1', 36.93675794209142, 95.84972376493707, 123, 87, 77, 'Female', 91.05059460108833, 1.558127552452922, 0.11856496802736043, 36, 37.50392933448049, 99, 'High Risk'),
(125681, 88, 16, '13:46.1', 36.400277434869025, 99.10425329, 120, 89, 19, 'Female', 62.11341189987536, 1.8423026670737852, 0.076767637, 31, 18.300519745342715, 99.33333333333333, 'High Risk'),
(125682, 95, 15, '12:46.1', 36.370002779820844, 95.4094914, 119, 78, 51, 'Female', 83.52393547699623, 1.9119318567504215, 0.077501463, 41, 22.848943838463995, 91.66666666666667, 'High Risk'),
(125683, 89, 12, '11:46.1', 36.84049611544068, 95.33732489, 134, 82, 65, 'Male', 97.02742142479913, 1.7501908658378351, 0.13564625181791368, 52, 31.67551349025091, 99.33333333333333, 'High Risk'),
(125684, 62, 17, '10:46.1', 37.380180868144514, 99.84863738773555, 133, 87, 18, 'Female', 91.85730379, 1.5353845554549075, 0.1082167918316834, 46, 38.96541969613789, 102.33333333333333, 'High Risk'),
(125685, 84, 16, '09:46.1', 36.991376782267345, 95.64288805318078, 116, 75, 24, 'Female', 88.07790977737703, 1.8684773243319945, 0.082683626, 41, 25.228494578499934, 88.66666666666667, 'Low Risk'),
(125686, 93, 16, '08:46.1', 37.02460394007433, 99.81431473858436, 121, 89, 45, 'Male', 58.16469744934331, 1.5858569410937504, 0.062635121, 32, 23.127647458216572, 99.66666666666667, 'High Risk'),
(125687, 86, 15, '07:46.1', 37.337431198393915, 96.90347512021998, 134, 85, 22, 'Male', 82.35284522266063, 1.8744233161856827, 0.083411056, 49, 23.43922524712918, 101.33333333333333, 'Low Risk'),
(125688, 78, 12, '06:46.1', 36.480442824079965, 98.52216685184378, 138, 75, 68, 'Female', 92.08044583390756, 1.957525627329667, 0.057396105, 63, 24.029929715614397, 96, 'Low Risk'),
(125689, 72, 19, '05:46.1', 37.31047245761684, 99.69611842751868, 127, 86, 71, 'Male', 87.27522508945376, 1.8221296268833589, 0.14448256424490835, 41, 26.28648026631424, 99.66666666666667, 'Low Risk'),
(125690, 78, 16, '04:46.1', 36.831239822069804, 97.64213105400988, 110, 70, 45, 'Female', 76.25038309819836, 1.8174058435026754, 0.13009971459360317, 40, 23.085441772375393, 83.33333333333333, 'Low Risk'),
(125691, 65, 15, '03:46.1', 36.28995234, 95.16381213108393, 132, 79, 57, 'Male', 92.71117489751512, 1.614371780007449, 0.11087299206969548, 53, 35.57336678231819, 96.66666666666666, 'High Risk'),
(125692, 99, 14, '02:46.1', 37.03348709539141, 95.50795818, 129, 76, 57, 'Male', 65.09505438332444, 1.9839733532306014, 0.10707295588735997, 53, 16.537746269537937, 93.66666666666666, 'High Risk'),
(125693, 72, 16, '01:46.1', 37.08935137744067, 98.66731583099856, 139, 79, 72, 'Male', 98.03426852624233, 1.702581229504147, 0.075688044, 60, 33.81911437793692, 99, 'High Risk'),
(125694, 88, 18, '00:46.1', 37.40895580669516, 96.56268312776632, 123, 88, 58, 'Female', 94.18543623242184, 1.881649537421654, 0.12989839572583756, 35, 26.60150926742316, 99.66666666666667, 'Low Risk'),
(125695, 86, 19, '59:46.1', 36.66683056, 96.03285694706871, 121, 86, 72, 'Female', 99.84307442903585, 1.6905862037165649, 0.14119251498219765, 35, 34.933596895763415, 97.66666666666667, 'High Risk'),
(125696, 74, 14, '58:46.1', 37.30056679, 97.36973948097672, 110, 72, 28, 'Male', 77.50658853819748, 1.6781295891044667, 0.054010591829278636, 38, 27.52248424153137, 84.66666666666667, 'Low Risk'),
(125697, 88, 13, '57:46.1', 36.173713814081665, 99.50111474309581, 122, 70, 40, 'Male', 58.84781277456372, 1.941283725562631, 0.069507344, 52, 15.615370693256688, 87.33333333333333, 'High Risk'),
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(125874, 60, 17, '00:46.1', 36.648465127907734, 98.17372104585246, 130, 83, 82, 'Female', 96.63672187639392, 1.5186951453850897, 0.12175896963135224, 47, 41.89874164973383, 98.66666666666667, 'High Risk'),
(125875, 74, 12, '59:46.1', 36.289071004837155, 98.08399113489207, 128, 70, 82, 'Female', 51.818565014893395, 1.9402160615874622, 0.12749899624631927, 58, 13.76528448, 89.33333333333333, 'High Risk'),
(125876, 72, 19, '58:46.1', 36.317042263479074, 98.98625818204222, 128, 75, 89, 'Female', 65.50437075854143, 1.5515161979141971, 0.13006692953746715, 53, 27.21182385835155, 92.66666666666666, 'Low Risk'),
(125877, 92, 19, '57:46.1', 36.938639445457646, 98.20460085811935, 116, 86, 29, 'Female', 78.8983985, 1.511784024, 0.095422773, 30, 34.52142261444868, 96, 'High Risk'),
(125878, 92, 17, '56:46.1', 36.35530332991659, 98.58943362781167, 126, 71, 85, 'Male', 99.98541009557307, 1.7858063468837408, 0.13595846564906083, 55, 31.35219184, 89.33333333333333, 'High Risk'),
(125879, 72, 12, '55:46.1', 36.45707363967158, 99.09534740768784, 134, 73, 76, 'Male', 95.08870118949646, 1.733448154014304, 0.11378240870609782, 61, 31.645153150442873, 93.33333333333333, 'High Risk'),
(125880, 74, 12, '54:46.1', 37.21993445561821, 97.63742311069322, 114, 84, 64, 'Male', 96.70624891487421, 1.7389575207730346, 0.1055164721368844, 30, 31.97986246252587, 94, 'High Risk'),
(125881, 64, 18, '53:46.1', 36.08542011259184, 96.49838509783825, 135, 82, 54, 'Male', 92.30024562619772, 1.8026386384603768, 0.10083970512287047, 53, 28.404392512958697, 99.66666666666666, 'Low Risk'),
(125882, 67, 18, '52:46.1', 36.56236978940691, 97.40933679694889, 138, 84, 78, 'Female', 88.55392289929057, 1.6025138568320876, 0.12780578445310745, 54, 34.48293455905695, 102, 'High Risk'),
(125883, 78, 18, '51:46.1', 36.92763141809732, 95.48639640454331, 113, 89, 50, 'Female', 62.368523465277896, 1.5245202320901052, 0.10351293892185645, 24, 26.834844183684698, 97, 'Low Risk'),
(125884, 61, 13, '50:46.1', 36.86800939624197, 98.96147681775473, 137, 80, 40, 'Male', 64.86797988549516, 1.5953770464500223, 0.051833469920058876, 57, 25.486118302851306, 99, 'Low Risk'),
(125885, 98, 19, '49:46.1', 37.20211928575144, 97.24306025806618, 112, 85, 69, 'Male', 79.15656612716165, 1.6842824079805607, 0.089122899, 27, 27.90339974275489, 94, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(125887, 73, 14, '47:46.1', 36.294396762668214, 96.71134627390309, 116, 73, 21, 'Female', 59.83612059311647, 1.584822815189355, 0.14777830402079134, 43, 23.82330436960156, 87.33333333333333, 'Low Risk'),
(125888, 76, 18, '46:46.1', 37.45703147880274, 99.09579801075199, 114, 72, 68, 'Male', 79.32562234513081, 1.8359999257008848, 0.058551476, 42, 23.532505531294436, 86, 'Low Risk'),
(125889, 85, 18, '45:46.1', 37.05076725, 99.94736150444628, 139, 87, 55, 'Male', 72.50441598178011, 1.5879037760722052, 0.13974645915857598, 52, 28.755180345638756, 104.33333333333333, 'Low Risk'),
(125890, 82, 18, '44:46.1', 37.345108556181025, 97.45554899, 118, 78, 40, 'Female', 82.90011771047732, 1.8284631396789113, 0.10626748349916071, 40, 24.796062807174774, 91.33333333333333, 'Low Risk'),
(125891, 95, 14, '43:46.1', 37.235481757791824, 95.71480578, 113, 87, 88, 'Female', 63.68762630538134, 1.9389913016327625, 0.06305179, 26, 16.939607411156086, 95.66666666666667, 'High Risk'),
(125892, 66, 15, '42:46.1', 36.185963403421454, 96.63614831, 138, 78, 89, 'Female', 56.907872642015114, 1.8677297450140506, 0.066705683, 60, 16.31339230663723, 98, 'High Risk'),
(125893, 87, 19, '41:46.1', 36.64658985675238, 98.98861755341241, 132, 78, 59, 'Male', 66.97803028751295, 1.9187829491006418, 0.053363739, 54, 18.19200934526904, 96, 'High Risk'),
(125894, 93, 13, '40:46.1', 36.62005271664699, 96.95771946447098, 116, 88, 44, 'Female', 72.24951040847277, 1.873735003, 0.053027099, 28, 20.57872999036151, 97.33333333333333, 'High Risk'),
(125895, 61, 18, '39:46.1', 37.24031996236273, 95.70448088337386, 119, 77, 62, 'Male', 58.803754061287016, 1.594640410700074, 0.064819853, 42, 23.12488178720916, 91, 'Low Risk'),
(125896, 62, 12, '38:46.1', 37.124926816494266, 98.2849828, 129, 71, 27, 'Male', 65.86450460617667, 1.5923004660691362, 0.089819466, 58, 25.977741160465225, 90.33333333333333, 'Low Risk'),
(125897, 87, 16, '37:46.1', 37.00563594348859, 99.04247100404771, 125, 75, 39, 'Male', 58.989449865096354, 1.7333874207387276, 0.067238488, 50, 19.63283717918561, 91.66666666666666, 'Low Risk'),
(125898, 71, 17, '36:46.1', 36.461837340133805, 97.94636160318568, 125, 74, 21, 'Female', 80.86366519, 1.6035835056369399, 0.096678376, 51, 31.44635125130451, 91, 'High Risk'),
(125899, 76, 16, '35:46.1', 37.249489335310166, 95.65427766938694, 116, 79, 62, 'Male', 66.48828780853788, 1.8798725977744777, 0.10186125163280793, 37, 18.81431082136176, 91.33333333333333, 'Low Risk'),
(125900, 66, 17, '34:46.1', 36.07002668, 98.03149803061618, 120, 74, 27, 'Female', 57.427798022532315, 1.6591994297366253, 0.12478359462521306, 46, 20.860513017133286, 89.33333333333333, 'Low Risk'),
(125901, 76, 18, '33:46.1', 36.32758528080849, 98.80699462940989, 121, 77, 60, 'Male', 75.39058167970387, 1.860966270138804, 0.099018661, 44, 21.769080775563264, 91.66666666666667, 'Low Risk'),
(125902, 66, 16, '32:46.1', 36.30835360693793, 98.05535271216948, 119, 81, 73, 'Male', 50.45428012677811, 1.8744275479500927, 0.12873360564802605, 38, 14.360206907156774, 93.66666666666667, 'High Risk'),
(125903, 84, 15, '31:46.1', 36.084298352408176, 98.94727743436466, 111, 84, 21, 'Male', 78.81995100031833, 1.7789620720925772, 0.085274055, 27, 24.90593112181507, 93, 'Low Risk'),
(125904, 80, 18, '30:46.1', 36.99895632214328, 97.17344708969975, 115, 85, 44, 'Female', 74.74610442545561, 1.7957146275726514, 0.1059521638663115, 30, 23.180026203816237, 95, 'Low Risk'),
(125905, 89, 14, '29:46.1', 37.366930240762194, 98.11758767, 139, 87, 82, 'Male', 73.13985031969746, 1.678638995669003, 0.060754844, 52, 25.956100775467746, 104.33333333333333, 'Low Risk'),
(125906, 66, 13, '28:46.1', 36.86072096501685, 99.89197791744668, 117, 73, 24, 'Male', 57.32086751208788, 1.598301542320829, 0.05031175, 44, 22.438577304216405, 87.66666666666667, 'Low Risk'),
(125907, 75, 14, '27:46.1', 36.025843590160086, 99.60691623, 117, 84, 42, 'Female', 62.51075491556276, 1.5939248002382982, 0.097094362, 33, 24.604757427565147, 95, 'Low Risk'),
(125908, 99, 19, '26:46.1', 36.94621532726536, 95.18348766977338, 128, 77, 27, 'Male', 60.51613027964476, 1.9139604008421545, 0.079568207, 51, 16.519817791972095, 94, 'High Risk'),
(125909, 77, 17, '25:46.1', 36.379926409199086, 95.60104316, 139, 85, 63, 'Female', 78.39666124804891, 1.852123957958005, 0.13847660570413006, 54, 22.853749790049914, 103, 'Low Risk'),
(125910, 71, 12, '24:46.1', 36.297084216226274, 97.14098092, 116, 88, 61, 'Male', 57.21746130364927, 1.5620812737821637, 0.13449937156113717, 28, 23.44883832951123, 97.33333333333333, 'Low Risk'),
(125911, 67, 12, '23:46.1', 36.48207524118591, 96.51046380670168, 121, 88, 23, 'Male', 98.98001527, 1.6656467647183995, 0.089099768, 33, 35.67645592093469, 99, 'High Risk'),
(125912, 72, 18, '22:46.1', 36.20258711127056, 97.85225405353663, 111, 76, 58, 'Male', 73.91403456264757, 1.864517598336301, 0.1410255825522007, 35, 21.261501677539922, 87.66666666666667, 'Low Risk'),
(125913, 64, 17, '21:46.1', 37.01971805537687, 97.88295426454609, 137, 80, 67, 'Female', 96.97623000143263, 1.7939856955235791, 0.084293988, 57, 30.13195741712819, 99, 'High Risk'),
(125914, 98, 13, '20:46.1', 36.28897546, 98.97561441687311, 132, 76, 24, 'Male', 74.73887029, 1.7777839798052724, 0.11701654824645795, 56, 23.647680679805372, 94.66666666666666, 'High Risk'),
(125915, 79, 16, '19:46.1', 36.04825269260177, 95.06006718, 137, 79, 42, 'Female', 80.97316939136182, 1.5116470708686667, 0.052411051, 58, 35.43564357308624, 98.33333333333333, 'High Risk'),
(125916, 77, 19, '18:46.1', 36.00364241166975, 96.71876339, 114, 82, 39, 'Female', 72.36122985223271, 1.6910996615656022, 0.078968687, 32, 25.302738915122283, 92.66666666666667, 'Low Risk'),
(125917, 84, 17, '17:46.1', 36.980582587318736, 98.75203426394368, 115, 73, 68, 'Male', 91.10582069895143, 1.7630404591272848, 0.056666125, 42, 29.31038796917727, 87, 'Low Risk'),
(125918, 91, 15, '16:46.1', 36.62952353773038, 96.53437184402478, 110, 70, 20, 'Female', 66.9941775, 1.8793256040557265, 0.083771031, 40, 18.96850041, 83.33333333333333, 'High Risk'),
(125919, 67, 17, '15:46.1', 37.350136712685504, 99.86629192, 119, 84, 22, 'Male', 87.08361552850005, 1.9364384257089586, 0.079832349, 35, 23.223574606371628, 95.66666666666667, 'Low Risk'),
(125920, 99, 13, '14:46.1', 37.19462194, 96.12953879873015, 122, 82, 55, 'Male', 54.30623739388463, 1.6981622876594709, 0.051106444, 40, 18.831778174862084, 95.33333333333333, 'High Risk'),
(125921, 80, 13, '13:46.1', 37.02706843505108, 97.290067, 137, 83, 33, 'Female', 55.72182597827534, 1.5832831248174004, 0.12635079479603828, 54, 22.22839848708244, 101, 'Low Risk'),
(125922, 88, 17, '12:46.1', 37.42859268572171, 95.22130899943636, 133, 82, 21, 'Female', 89.83978686817436, 1.9918038873487176, 0.094373586, 51, 22.645168766812805, 99, 'Low Risk'),
(125923, 63, 16, '11:46.1', 36.32161813764042, 96.45096843343993, 121, 88, 53, 'Female', 71.29436672524196, 1.9452351717269118, 0.091479591, 33, 18.84130538856164, 99, 'Low Risk'),
(125924, 93, 16, '10:46.1', 37.00082987911538, 97.10721408058096, 139, 76, 74, 'Male', 84.65112744031376, 1.6005308644012444, 0.14914586673682997, 63, 33.044915057323074, 97, 'High Risk'),
(125925, 68, 17, '09:46.1', 36.74620560211102, 97.70876670670816, 134, 72, 72, 'Female', 95.64176634480813, 1.7708100608733448, 0.1332810670310799, 62, 30.50026598210804, 92.66666666666666, 'High Risk'),
(125926, 68, 13, '08:46.1', 36.707583615945516, 99.57225979565276, 129, 88, 24, 'Female', 82.15669291, 1.8098215480365125, 0.059932142812239936, 41, 25.08253573793002, 101.66666666666667, 'Low Risk'),
(125927, 98, 17, '07:46.1', 36.759332811608964, 99.07131015751916, 114, 83, 64, 'Female', 75.23894272445735, 1.6151640162915426, 0.10866145033685262, 31, 28.840940796050937, 93.33333333333333, 'High Risk'),
(125928, 72, 15, '06:46.1', 37.4466082, 96.10127546, 126, 86, 54, 'Female', 87.03597727263886, 1.685667963558352, 0.10985857132923979, 40, 30.63054640153382, 99.33333333333333, 'High Risk'),
(125929, 76, 15, '05:46.1', 37.233217125058744, 95.03222674, 125, 74, 80, 'Male', 57.391973793210504, 1.6725191532487211, 0.12163451620345204, 51, 20.51676864613632, 91, 'Low Risk'),
(125930, 90, 13, '04:46.1', 36.11937712810086, 95.00475310981341, 118, 80, 41, 'Female', 63.73866166575144, 1.6850982913136172, 0.097754718, 38, 22.446698012970792, 92.66666666666667, 'Low Risk'),
(125931, 73, 14, '03:46.1', 37.002155984596754, 98.96344552130515, 135, 78, 48, 'Female', 79.29789233228941, 1.6316278454241282, 0.078660245, 57, 29.78649671920293, 97, 'Low Risk'),
(125932, 90, 17, '02:46.1', 36.011607473409455, 96.43651408628406, 119, 82, 52, 'Male', 78.05982856884097, 1.826979275666873, 0.13451509959015495, 37, 23.38623725120542, 94.33333333333333, 'Low Risk'),
(125933, 96, 15, '01:46.1', 37.15073855, 97.06179151549433, 132, 80, 20, 'Female', 59.90524687584872, 1.5275972777358187, 0.12117412813623452, 52, 25.671255593882684, 97.33333333333333, 'High Risk'),
(125934, 61, 12, '00:46.1', 36.174672780678875, 96.97474344460475, 118, 76, 31, 'Female', 99.52156644253154, 1.8181411144667805, 0.095488064, 42, 30.106621830268264, 90, 'High Risk'),
(125935, 75, 18, '59:46.1', 36.518107885972825, 96.78813847398249, 112, 71, 60, 'Female', 82.39291176622302, 1.5457091921764747, 0.092989899, 41, 34.48532091517191, 84.66666666666667, 'High Risk'),
(125936, 92, 18, '58:46.1', 36.27185513932623, 99.54621308553129, 137, 78, 59, 'Female', 72.18466103393217, 1.8965166861587262, 0.11299914274049609, 59, 20.06927043779379, 97.66666666666666, 'High Risk'),
(125937, 80, 18, '57:46.1', 36.71582350091236, 99.25751801002089, 128, 77, 61, 'Male', 57.22557437750861, 1.5746922845943483, 0.090222336, 51, 23.078031467712602, 94, 'Low Risk'),
(125938, 93, 16, '56:46.1', 37.05856672602277, 96.00676519444183, 116, 72, 59, 'Male', 99.18626331298233, 1.778974064315108, 0.075452407, 44, 31.34096007021647, 86.66666666666667, 'High Risk'),
(125939, 99, 12, '55:46.1', 37.035866993721875, 97.66030976530215, 127, 80, 54, 'Female', 56.66436414184895, 1.9517053642365292, 0.084810604, 47, 14.875840327995897, 95.66666666666667, 'High Risk'),
(125940, 68, 18, '54:46.1', 37.18961883355187, 95.01526186668701, 122, 74, 53, 'Female', 72.51952919575646, 1.9732395354080063, 0.1471623847663328, 48, 18.624960455589363, 90, 'Low Risk'),
(125941, 61, 18, '53:46.1', 36.73221830117226, 96.28146945855205, 134, 87, 37, 'Female', 75.02789518075572, 1.5870614012324795, 0.10234184084257535, 47, 29.787585664715877, 102.66666666666667, 'Low Risk'),
(125942, 81, 16, '52:46.1', 36.305061558251246, 99.27080236381137, 124, 89, 89, 'Male', 68.66313064645462, 1.898665011962165, 0.10569040483369421, 35, 19.047014221145847, 100.66666666666667, 'Low Risk'),
(125943, 80, 17, '51:46.1', 36.256396909000216, 98.95570784649857, 139, 70, 75, 'Female', 97.14371903993852, 1.9375559442467862, 0.11949960295719937, 69, 25.876541093693437, 93, 'Low Risk'),
(125944, 97, 18, '50:46.1', 36.647191821063686, 98.44499809184305, 134, 85, 70, 'Female', 80.54623829649844, 1.78044067, 0.087638654, 49, 25.409156627672264, 101.33333333333333, 'High Risk'),
(125945, 67, 16, '49:46.1', 36.545853540478205, 97.81154521437651, 125, 85, 43, 'Female', 93.88213515, 1.5733806559979067, 0.080040613, 40, 37.92410543497655, 98.33333333333333, 'High Risk'),
(125946, 68, 13, '48:46.1', 37.34607363366841, 97.11819513, 115, 70, 79, 'Male', 51.937688859229674, 1.5786763873830514, 0.11324251309418241, 45, 20.83993662808701, 85, 'Low Risk'),
(125947, 95, 15, '47:46.1', 37.158557543793464, 98.92510714781947, 129, 88, 88, 'Male', 61.08448147024278, 1.50654398, 0.063843353, 41, 26.913319249348675, 101.66666666666667, 'High Risk'),
(125948, 61, 17, '46:46.1', 36.89510791855165, 95.62586536614282, 127, 80, 41, 'Female', 88.64874364, 1.6123954097713198, 0.062905319, 47, 34.09804493572371, 95.66666666666667, 'High Risk'),
(125949, 98, 16, '45:46.1', 36.86284976093633, 95.51784930565236, 124, 75, 82, 'Male', 82.72467543595477, 1.911022725563009, 0.13520076847878726, 49, 22.651833911963507, 91.33333333333333, 'High Risk'),
(125950, 68, 13, '44:46.1', 37.38899902142742, 98.62633429243363, 130, 81, 64, 'Female', 63.933793675163116, 1.517856568151385, 0.064154744, 49, 27.750384608049025, 97.33333333333333, 'Low Risk'),
(125951, 74, 17, '43:46.1', 36.24899260648579, 95.00701945306632, 123, 70, 28, 'Female', 71.54273518415032, 1.9822328296099565, 0.063472539, 53, 18.207747019202944, 87.66666666666666, 'High Risk'),
(125952, 97, 15, '42:46.1', 37.45743513015154, 98.01261223289539, 113, 83, 40, 'Male', 83.74571923381397, 1.8124046015096347, 0.087046058, 30, 25.494840805697354, 93, 'High Risk'),
(125953, 97, 17, '41:46.1', 36.744837539795896, 98.48986501556675, 133, 84, 57, 'Female', 53.27062752454396, 1.6394870971460962, 0.11432812728137291, 49, 19.818546800831026, 100.33333333333333, 'High Risk'),
(125954, 72, 16, '40:46.1', 37.242292871216954, 98.21509659884683, 122, 70, 71, 'Male', 54.153465595784866, 1.802232847777949, 0.062058756990081315, 52, 16.672643075907928, 87.33333333333333, 'High Risk'),
(125955, 96, 13, '39:46.1', 36.76484851405625, 95.57043085, 129, 71, 30, 'Male', 68.48545247053005, 1.8946075054936249, 0.0813369, 58, 19.079185149908273, 90.33333333333333, 'High Risk'),
(125956, 70, 14, '38:46.1', 36.95924672406808, 98.51779810784055, 126, 79, 42, 'Female', 90.25483006, 1.9529260920521956, 0.1345602311353643, 47, 23.664581969315126, 94.66666666666667, 'Low Risk'),
(125957, 64, 14, '37:46.1', 37.31592300599765, 95.67588952, 136, 83, 73, 'Male', 95.85669310436182, 1.717351554168141, 0.075196281, 53, 32.501546601013565, 100.66666666666666, 'High Risk'),
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(126135, 66, 18, '39:46.1', 36.181578657616825, 98.19600109708495, 113, 84, 54, 'Female', 56.200149685189075, 1.5846193810619886, 0.11691299149422181, 29, 22.381415282752204, 93.66666666666667, 'Low Risk'),
(126136, 94, 13, '38:46.1', 37.05941272962373, 97.76089118, 133, 75, 69, 'Male', 63.25577531, 1.6420224435386517, 0.1400388975722039, 58, 23.460756147196776, 94.33333333333333, 'High Risk'),
(126137, 98, 18, '37:46.1', 36.09849951112502, 96.12401696929741, 136, 76, 88, 'Male', 93.91586549602454, 1.5134266581470046, 0.068464271, 60, 41.00305408611015, 96, 'High Risk'),
(126138, 79, 19, '36:46.1', 36.306159607201344, 98.50129023582826, 136, 83, 56, 'Female', 54.58752813709011, 1.8165333909373196, 0.08720376, 53, 16.542710062939374, 100.66666666666666, 'High Risk'),
(126139, 67, 19, '35:46.1', 36.355012008966895, 98.67881109300936, 119, 78, 67, 'Male', 64.15297267800649, 1.8258508162500622, 0.13286535401408273, 41, 19.24359487, 91.66666666666667, 'Low Risk'),
(126140, 95, 12, '34:46.1', 36.461493619064136, 98.70783749660286, 118, 84, 77, 'Male', 51.78803639096517, 1.9117530577069708, 0.10669877586503862, 34, 14.16986972794268, 95.33333333333333, 'High Risk'),
(126141, 62, 15, '33:46.1', 36.219625778441014, 95.25591977, 122, 82, 82, 'Female', 89.39336807139918, 1.6696530130681624, 0.10291372874442416, 40, 32.06659520006325, 95.33333333333333, 'High Risk'),
(126142, 84, 13, '32:46.1', 37.206768223890194, 97.65487099629944, 123, 73, 30, 'Male', 86.27821629236742, 1.6618092474137525, 0.10782153649723727, 50, 31.241999080240337, 89.66666666666666, 'High Risk'),
(126143, 60, 13, '31:46.1', 36.585053876157595, 99.00545375507062, 134, 87, 48, 'Male', 55.37790540376399, 1.8461478161022808, 0.053109514, 47, 16.248137414671344, 102.66666666666667, 'High Risk'),
(126144, 90, 18, '30:46.1', 36.95288262241078, 98.35666894507999, 137, 81, 47, 'Male', 81.29121314088172, 1.9815729266111126, 0.074689756, 56, 20.70253295667891, 99.66666666666666, 'Low Risk'),
(126145, 84, 13, '29:46.1', 36.835223617351794, 97.61501013847501, 137, 73, 66, 'Male', 56.85831325372294, 1.9107556281931473, 0.074847965, 64, 15.573408547639941, 94.33333333333333, 'High Risk'),
(126146, 78, 18, '28:46.1', 36.96000175076984, 96.05270393, 115, 89, 50, 'Female', 58.574577548559105, 1.8906912856157931, 0.11222756854616794, 26, 16.385810201022785, 97.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(126148, 85, 17, '26:46.1', 37.352678501112464, 97.11388748070848, 121, 80, 87, 'Male', 54.40421039003801, 1.657143188805399, 0.05233555, 41, 19.811275579941245, 93.66666666666667, 'Low Risk'),
(126149, 67, 13, '25:46.1', 37.18644783695959, 95.06233062988548, 121, 76, 31, 'Male', 58.076482294375076, 1.6095448893779927, 0.095150082, 45, 22.41785812287415, 91, 'Low Risk'),
(126150, 78, 19, '24:46.1', 36.848381928672374, 95.49038324245325, 119, 76, 48, 'Male', 88.67159648292737, 1.6857650567313232, 0.089734759, 43, 31.20257480694926, 90.33333333333333, 'High Risk'),
(126151, 95, 16, '23:46.1', 36.644977844949416, 97.68220485489174, 127, 78, 37, 'Male', 53.87111343999832, 1.773923110983267, 0.069438802, 49, 17.11931441, 94.33333333333333, 'High Risk'),
(126152, 67, 13, '22:46.1', 36.1665182, 96.50354372, 139, 77, 43, 'Male', 84.81931837523175, 1.9279779354028865, 0.13475344552493662, 62, 22.81868742651443, 97.66666666666666, 'Low Risk'),
(126153, 88, 15, '21:46.1', 36.533480710339546, 95.76741955154219, 139, 89, 29, 'Female', 96.93638574071505, 1.5904339143300679, 0.0780779, 50, 38.32265302, 105.66666666666666, 'High Risk'),
(126154, 75, 17, '20:46.1', 36.53286028574612, 96.35135961429144, 131, 85, 65, 'Male', 94.54146363741461, 1.551182414651593, 0.053461875, 46, 39.29131611143214, 100.33333333333333, 'High Risk'),
(126155, 62, 19, '19:46.1', 36.015175604132985, 97.10812309, 126, 73, 19, 'Female', 69.53833078541226, 1.7269610477060788, 0.10497590451214436, 53, 23.316275466309534, 90.66666666666666, 'Low Risk'),
(126156, 99, 18, '18:46.1', 36.023561814574656, 98.91813119476399, 117, 87, 19, 'Male', 50.18566225596008, 1.5315154445378516, 0.1374359135158292, 30, 21.39621227415476, 97, 'High Risk'),
(126157, 81, 17, '17:46.1', 36.26220943882518, 97.31304023606376, 123, 89, 81, 'Male', 76.39240963440284, 1.6967779292023757, 0.10008045025957293, 34, 26.53384551028395, 100.33333333333333, 'Low Risk'),
(126158, 72, 13, '16:46.1', 37.14111678573091, 99.53938858942178, 112, 76, 59, 'Female', 84.77390785544958, 1.7630819326622367, 0.096719681, 36, 27.27201414583778, 88, 'Low Risk'),
(126159, 91, 13, '15:46.1', 37.41956254, 99.43353545625426, 110, 79, 22, 'Female', 56.966403694684104, 1.550040291654592, 0.072566192, 31, 23.71006958193446, 89.33333333333333, 'High Risk'),
(126160, 68, 18, '14:46.1', 36.039469209331244, 98.15734929494658, 114, 85, 37, 'Female', 60.96429286895576, 1.6678274261441417, 0.087101107, 29, 21.916606911138985, 94.66666666666667, 'Low Risk'),
(126161, 89, 18, '13:46.1', 36.975268210814534, 98.37005523, 138, 85, 40, 'Female', 94.79028456522443, 1.9180790573291542, 0.14203739221628717, 53, 25.765039942468544, 102.66666666666666, 'Low Risk'),
(126162, 68, 13, '12:46.1', 36.500415827823275, 97.67370261, 116, 76, 57, 'Female', 86.79147801322573, 1.566950705480013, 0.057746843, 40, 35.34812773551158, 89.33333333333333, 'High Risk'),
(126163, 69, 16, '11:46.1', 36.54540582546771, 95.74544078838414, 135, 89, 49, 'Female', 68.52400938405953, 1.759647078806558, 0.058895745, 46, 22.13052007608098, 104.33333333333333, 'Low Risk'),
(126164, 76, 15, '10:46.1', 36.432626229231836, 96.71711865902341, 120, 83, 77, 'Male', 73.10479320373678, 1.7128028811674496, 0.077867875, 37, 24.91902715035901, 95.33333333333333, 'Low Risk'),
(126165, 85, 12, '09:46.1', 37.02582755125181, 96.87755106041955, 117, 82, 84, 'Female', 81.80849295, 1.9907993806042636, 0.058569952, 35, 20.64160192547434, 93.66666666666667, 'Low Risk'),
(126166, 95, 17, '08:46.1', 36.961226306031996, 98.86762330338183, 126, 84, 36, 'Male', 96.64679489012536, 1.522730324273675, 0.13319268323598482, 42, 41.681319888540635, 98, 'High Risk'),
(126167, 86, 16, '07:46.1', 37.40048992234467, 98.87030003874654, 111, 89, 43, 'Female', 82.07144471257917, 1.6573156529333115, 0.079998516, 22, 29.880070240652444, 96.33333333333333, 'Low Risk'),
(126168, 66, 12, '06:46.1', 37.05687899, 98.55714964660909, 126, 88, 70, 'Male', 94.54813764122872, 1.6842535652023458, 0.057530414745272256, 38, 33.33020832051672, 100.66666666666667, 'High Risk'),
(126169, 96, 17, '05:46.1', 36.20816749107159, 97.91103013, 139, 83, 52, 'Female', 99.14507807280725, 1.7936101228244539, 0.10064855585711818, 56, 30.818753302676967, 101.66666666666666, 'High Risk'),
(126170, 63, 15, '04:46.1', 36.57656839621615, 97.64936189, 119, 86, 53, 'Female', 58.56716884, 1.9409107757665696, 0.073125566, 33, 15.54687433494765, 97, 'High Risk'),
(126171, 72, 13, '03:46.1', 36.31259394593823, 95.21989191453163, 133, 83, 69, 'Female', 90.60430985164115, 1.8387885645788884, 0.1230486462821226, 50, 26.796943970946874, 99.66666666666666, 'Low Risk'),
(126172, 89, 19, '02:46.1', 36.51604644336968, 97.39952257476862, 135, 73, 76, 'Female', 50.811111070609336, 1.9521650224036085, 0.065965869, 62, 13.332931178306655, 93.66666666666666, 'High Risk'),
(126173, 76, 17, '01:46.1', 36.547214, 96.28260537317415, 111, 85, 77, 'Male', 71.67571885738312, 1.7807846928378797, 0.066683129, 26, 22.602122763341114, 93.66666666666667, 'Low Risk'),
(126174, 62, 14, '00:46.1', 37.17578825597383, 95.88712477237397, 138, 70, 80, 'Male', 92.15115680175151, 1.921816731139701, 0.08329306, 68, 24.950362019913303, 92.66666666666666, 'Low Risk'),
(126175, 95, 14, '59:46.1', 37.129662020535115, 99.65131798, 131, 82, 79, 'Female', 63.376870619330404, 1.5049977300612116, 0.11264064729624249, 49, 27.980733898297533, 98.33333333333333, 'High Risk'),
(126176, 74, 12, '58:46.1', 36.700163948886704, 95.91395214677448, 135, 75, 54, 'Male', 57.78216217349311, 1.8104376199270389, 0.14981503914777916, 60, 17.62895860346094, 95, 'High Risk'),
(126177, 97, 14, '57:46.1', 36.5553951, 95.98330017894901, 112, 87, 56, 'Female', 95.75594225093036, 1.9832826833451553, 0.10948512721125866, 25, 24.344255323500224, 95.33333333333333, 'High Risk'),
(126178, 63, 15, '56:46.1', 36.66779817856772, 95.71079864360715, 127, 78, 54, 'Male', 52.41022200210453, 1.538956430585562, 0.087283718, 49, 22.129079546684064, 94.33333333333333, 'Low Risk'),
(126179, 60, 12, '55:46.1', 37.0025737, 95.37876132289095, 138, 87, 31, 'Male', 67.8665708, 1.9015363767442683, 0.051116591, 51, 18.769237489280272, 104, 'Low Risk'),
(126180, 83, 12, '54:46.1', 36.52075004440688, 96.48678969834751, 130, 89, 63, 'Male', 82.59630244104422, 1.6750413448017278, 0.068451298, 41, 29.438084229482318, 102.66666666666667, 'Low Risk'),
(126181, 65, 17, '53:46.1', 37.12765350553339, 96.12911152154967, 114, 85, 54, 'Female', 91.79973378640187, 1.7431884239695115, 0.093279225, 29, 30.210141213882643, 94.66666666666667, 'High Risk'),
(126182, 60, 18, '52:46.1', 36.612208198656155, 96.92083047566138, 122, 84, 50, 'Female', 81.26630298, 1.5626091720550122, 0.098072551, 38, 33.28202670156207, 96.66666666666667, 'High Risk'),
(126183, 92, 12, '51:46.1', 37.06349118125744, 97.45956253666581, 124, 88, 21, 'Male', 85.85019247983583, 1.7857630664978104, 0.10929825236265839, 36, 26.92114951864817, 100, 'High Risk'),
(126184, 99, 18, '50:46.1', 37.10943895295485, 99.78941673, 122, 86, 82, 'Female', 57.36469931101933, 1.512422785112503, 0.1228415901178612, 36, 25.07831184386097, 98, 'High Risk'),
(126185, 69, 14, '49:46.1', 36.21122123046913, 99.49943795304196, 116, 88, 73, 'Female', 70.85210035749702, 1.9999664722129173, 0.098170919, 28, 17.71361898284195, 97.33333333333333, 'High Risk'),
(126186, 95, 14, '48:46.1', 36.13439234290192, 98.11962377420262, 122, 89, 27, 'Female', 61.05743624007083, 1.9448023321281538, 0.055714082, 33, 16.143125808342653, 100, 'High Risk'),
(126187, 64, 13, '47:46.1', 36.47713808449007, 99.48070307713363, 114, 77, 25, 'Male', 80.00628622569707, 1.7357728473743648, 0.050597754, 37, 26.554512368464348, 89.33333333333333, 'Low Risk'),
(126188, 63, 13, '46:46.1', 37.11595246228893, 96.96366543, 118, 85, 43, 'Female', 94.78837897850204, 1.996060659141513, 0.098953272, 33, 23.790722210156943, 96, 'Low Risk'),
(126189, 62, 12, '45:46.1', 37.29373927403975, 99.4465476, 135, 81, 25, 'Male', 80.59184304231788, 1.9832543778034408, 0.11126960274951583, 54, 20.489636060246028, 99, 'Low Risk'),
(126190, 72, 13, '44:46.1', 37.43321359849288, 99.23379758159089, 113, 86, 45, 'Female', 59.80655782152665, 1.8077002080731617, 0.089982336, 27, 18.301892124912573, 95, 'High Risk'),
(126191, 95, 19, '43:46.1', 36.166585820512275, 99.42353508623388, 132, 73, 71, 'Female', 80.78129006050932, 1.564898630612456, 0.12074961354132814, 59, 32.986661467792466, 92.66666666666666, 'High Risk'),
(126192, 96, 14, '42:46.1', 37.22212858814999, 99.27902175661373, 136, 75, 23, 'Male', 89.74566123363749, 1.7140035601935983, 0.1348899109393547, 61, 30.548509293614913, 95.33333333333333, 'High Risk'),
(126193, 83, 15, '41:46.1', 36.445121266955475, 95.44647604498445, 119, 80, 33, 'Female', 51.238311715039295, 1.6380354943227742, 0.054745453, 39, 19.096254548912672, 93, 'Low Risk'),
(126194, 94, 16, '40:46.1', 36.82130127896291, 99.21193763116186, 120, 70, 42, 'Female', 95.79330690931108, 1.8883962677823212, 0.13466690573283918, 50, 26.862652813866557, 86.66666666666666, 'High Risk'),
(126195, 68, 19, '39:46.1', 36.53079991382721, 95.93483217210307, 115, 78, 75, 'Male', 51.55500684917761, 1.731417780014446, 0.076155927, 37, 17.197570675003423, 90.33333333333333, 'High Risk'),
(126196, 93, 17, '38:46.1', 37.17927167322454, 95.62677318662537, 133, 70, 82, 'Male', 90.92971459507206, 1.8068185950659983, 0.11516574061533423, 63, 27.853304367686576, 91, 'High Risk'),
(126197, 67, 13, '37:46.1', 36.319892946108205, 98.4209558, 128, 83, 24, 'Female', 79.86247643027572, 1.8064166994733097, 0.11934781953159576, 45, 24.47410923, 98, 'Low Risk'),
(126198, 92, 18, '36:46.1', 37.463690789171245, 98.08267473, 122, 85, 55, 'Female', 54.66473402573683, 1.8019312959040739, 0.099165477, 37, 16.835684676038827, 97.33333333333333, 'High Risk'),
(126199, 66, 14, '35:46.1', 36.292140470967155, 97.42958557031724, 134, 74, 60, 'Male', 98.68605954959894, 1.954466191814057, 0.14137612702663177, 60, 25.834465663256253, 94, 'Low Risk'),
(126200, 61, 16, '34:46.1', 37.42968646342826, 96.49753157923581, 136, 72, 49, 'Female', 67.00960641229963, 1.9555181468895002, 0.054073006, 64, 17.523197914432437, 93.33333333333333, 'High Risk'),
(126201, 97, 18, '33:46.1', 36.03033027860675, 99.99451141806111, 116, 83, 56, 'Male', 55.415804286474724, 1.6623028987461517, 0.087518959, 33, 20.054568241122947, 94, 'High Risk'),
(126202, 92, 19, '32:46.1', 37.46195095991092, 98.77735703195323, 137, 83, 74, 'Male', 64.26006030379797, 1.7698915976867813, 0.069199207, 54, 20.513879199677813, 101, 'High Risk'),
(126203, 90, 15, '31:46.1', 37.38543236235237, 97.56745524, 137, 73, 39, 'Female', 81.98983053930968, 1.870443939, 0.11068834545908177, 64, 23.435304271742314, 94.33333333333333, 'Low Risk'),
(126204, 88, 18, '30:46.1', 36.44975791574527, 96.27740709937812, 134, 81, 38, 'Male', 80.77207113685287, 1.5340717203303478, 0.081119876, 53, 34.32178693799446, 98.66666666666666, 'High Risk'),
(126205, 77, 15, '29:46.1', 36.94748709762038, 99.65866284, 110, 79, 19, 'Female', 55.67256071868382, 1.7335281920510999, 0.13560185550442375, 31, 18.525902744352774, 89.33333333333333, 'Low Risk'),
(126206, 94, 17, '28:46.1', 37.32957134685931, 98.259256, 135, 74, 88, 'Female', 50.06422162310174, 1.9506280190748373, 0.10437699746772053, 61, 13.157656731604874, 94.33333333333333, 'High Risk'),
(126207, 98, 14, '27:46.1', 36.23971105628435, 95.13357769875518, 126, 73, 74, 'Male', 97.86169131341114, 1.6121462893259748, 0.13913703513376618, 53, 37.65336734510384, 90.66666666666666, 'High Risk'),
(126208, 90, 13, '26:46.1', 37.281162446105434, 96.06619005701516, 130, 71, 37, 'Female', 73.36939261742532, 1.8853088442425123, 0.10923776643311978, 59, 20.641911611973917, 90.66666666666666, 'Low Risk'),
(126209, 62, 13, '25:46.1', 37.182674665483695, 96.14211679412334, 133, 86, 54, 'Female', 98.18443603900778, 1.5854620059324163, 0.061149160654944815, 47, 39.059886037933126, 101.66666666666667, 'High Risk'),
(126210, 71, 14, '24:46.1', 37.00300924853081, 99.11242788534129, 114, 78, 26, 'Female', 82.45595668380022, 1.9068424886707591, 0.075210424, 36, 22.677354757484434, 90, 'Low Risk'),
(126211, 74, 19, '23:46.1', 37.164787709226204, 97.14480835350633, 138, 79, 29, 'Female', 87.17489820342107, 1.5874170546880362, 0.054255543, 59, 34.59468377114391, 98.66666666666666, 'High Risk'),
(126212, 83, 18, '22:46.1', 36.74645832, 97.17108018878515, 126, 87, 81, 'Male', 52.894708630493646, 1.8204118190534713, 0.14246662439331637, 39, 15.961471844089843, 100, 'High Risk'),
(126213, 91, 13, '21:46.1', 36.40346481716179, 95.62575661536711, 137, 75, 71, 'Female', 61.12242102202728, 1.9344150923374066, 0.075217133, 62, 16.33432544595174, 95.66666666666666, 'High Risk'),
(126214, 67, 15, '20:46.1', 37.306165301218265, 95.69803112980239, 117, 79, 30, 'Female', 65.59857848346519, 1.697064009973179, 0.055675942, 38, 22.77707656087552, 91.66666666666667, 'Low Risk'),
(126215, 86, 17, '19:46.1', 37.41836451216224, 95.02980950133426, 121, 81, 86, 'Female', 65.05630782897038, 1.697577595472862, 0.05951216, 40, 22.57512388823624, 94.33333333333333, 'Low Risk'),
(126216, 76, 19, '18:46.1', 36.66771071653182, 97.68837975308944, 132, 76, 47, 'Female', 88.95685201167387, 1.8335656983130513, 0.052502727, 56, 26.459793731432836, 94.66666666666666, 'Low Risk'),
(126217, 64, 18, '17:46.1', 36.20010181, 99.57993049512389, 120, 73, 47, 'Female', 63.223650501060426, 1.679172811239755, 0.10964768978625793, 47, 22.422745149579168, 88.66666666666667, 'Low Risk'),
(126218, 97, 14, '16:46.1', 36.26026973867971, 98.91138708, 139, 76, 24, 'Male', 94.64070347606221, 1.525508261, 0.064166879, 63, 40.667627035405616, 97, 'High Risk'),
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(126396, 98, 19, '18:46.1', 36.34590001118369, 96.51799835650553, 122, 84, 83, 'Male', 73.18599966578992, 1.8316300959467506, 0.056135795733008566, 38, 21.814861875679647, 96.66666666666667, 'High Risk'),
(126397, 97, 15, '17:46.1', 36.09745465327189, 95.62461769853812, 113, 80, 24, 'Male', 57.32252824177003, 1.7076773924021957, 0.10297936574734742, 33, 19.65683893336447, 91, 'High Risk'),
(126398, 75, 15, '16:46.1', 36.247684865395534, 97.42922026305963, 127, 76, 59, 'Male', 60.39667008597057, 1.8635573687750075, 0.1319192482187816, 51, 17.391116371330977, 93, 'High Risk'),
(126399, 81, 15, '15:46.1', 36.38166447665606, 99.04416716442931, 131, 74, 85, 'Male', 82.22633355, 1.539816540413838, 0.1376690576293087, 57, 34.67951098, 93, 'High Risk'),
(126400, 88, 19, '14:46.1', 36.96726856067645, 98.73179390627875, 136, 79, 64, 'Male', 88.42366251948287, 1.892239762378216, 0.1131698658540695, 57, 24.695406028343978, 98, 'Low Risk'),
(126401, 89, 15, '13:46.1', 36.484481278409284, 96.49066540976905, 117, 70, 57, 'Male', 86.11338879764472, 1.7962922642378603, 0.1040753698099288, 47, 26.68804007134879, 85.66666666666667, 'Low Risk'),
(126402, 82, 15, '12:46.1', 37.308219617411424, 96.68185234682964, 119, 74, 60, 'Female', 52.464948021073276, 1.9249032821311318, 0.098157031, 45, 14.159614212529675, 89, 'High Risk'),
(126403, 99, 19, '11:46.1', 37.089619829614875, 98.25604010679825, 129, 89, 60, 'Female', 95.86412280669518, 1.9630758717058734, 0.10824798733923224, 40, 24.876079287530974, 102.33333333333333, 'High Risk'),
(126404, 97, 18, '10:46.1', 36.27318576047357, 98.96664617078862, 132, 86, 30, 'Male', 57.26547162, 1.9995667973192108, 0.14737981482540477, 46, 14.322571810173443, 101.33333333333333, 'High Risk'),
(126405, 85, 15, '09:46.1', 37.10231411999935, 97.65229322236299, 125, 82, 88, 'Female', 79.44374659129512, 1.6679005766552726, 0.13281769058806459, 43, 28.557448335280707, 96.33333333333333, 'Low Risk'),
(126406, 71, 12, '08:46.1', 36.41351664930833, 97.52302985785641, 139, 89, 51, 'Female', 81.36548977083979, 1.6070973979055725, 0.096968702, 50, 31.50328536, 105.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(126408, 66, 19, '06:46.1', 36.32608927, 96.32765367501692, 130, 86, 43, 'Female', 86.82034886042676, 1.8473452140609836, 0.12507942415967788, 44, 25.440486201725324, 100.66666666666667, 'Low Risk'),
(126409, 78, 13, '05:46.1', 36.850590135416574, 98.38890295804448, 122, 80, 66, 'Female', 99.285109, 1.5564345121959664, 0.11301377116776233, 42, 40.98476152896178, 94, 'High Risk'),
(126410, 73, 12, '04:46.1', 37.48097437591536, 98.69079149, 114, 75, 50, 'Male', 56.66929790213703, 1.937642238952391, 0.078135344, 39, 15.09387140874637, 88, 'High Risk'),
(126411, 62, 13, '03:46.1', 37.28686792871949, 99.76923129030664, 119, 82, 24, 'Female', 67.09545837433524, 1.842880878747802, 0.11559270083196103, 37, 19.75598084127972, 94.33333333333333, 'Low Risk'),
(126412, 61, 17, '02:46.1', 36.61657180373891, 96.9381531, 121, 87, 33, 'Female', 55.397286824146505, 1.678233342358485, 0.10136297473912986, 34, 19.669069030873093, 98.33333333333333, 'Low Risk'),
(126413, 64, 19, '01:46.1', 36.63125856040801, 96.35968424678134, 130, 83, 81, 'Male', 97.84873539277405, 1.634421094378621, 0.09657052, 47, 36.62918869701448, 98.66666666666667, 'High Risk'),
(126414, 80, 13, '00:46.1', 37.04930913683634, 97.36731521197183, 137, 82, 88, 'Male', 56.89671148899158, 1.680574765644931, 0.105082468, 55, 20.145195641626742, 100.33333333333333, 'Low Risk'),
(126415, 94, 17, '59:46.1', 36.03706943627147, 99.35634219275227, 126, 75, 80, 'Male', 84.1968262, 1.5482691847411232, 0.11943539743515577, 51, 35.123903953725154, 92, 'High Risk'),
(126416, 83, 14, '58:46.1', 37.16272007231664, 97.18160385634401, 120, 89, 72, 'Male', 81.20227085, 1.9531289508076273, 0.085182773, 31, 21.286601972645528, 99.33333333333333, 'Low Risk'),
(126417, 73, 17, '57:46.1', 36.942224676072094, 99.29667443758281, 125, 81, 25, 'Male', 69.18081223975688, 1.6205170776043087, 0.082090899, 44, 26.343800715858873, 95.66666666666667, 'Low Risk'),
(126418, 69, 18, '56:46.1', 36.074989820157896, 96.57511276479707, 110, 81, 53, 'Male', 89.23789883528833, 1.6242933049583268, 0.14139965666104037, 29, 33.82364656243677, 90.66666666666667, 'High Risk'),
(126419, 78, 19, '55:46.1', 36.21410233848682, 95.88423744491236, 119, 79, 30, 'Male', 67.85072887887185, 1.9428665584660973, 0.1096395904652153, 40, 17.974986433035514, 92.33333333333333, 'High Risk'),
(126420, 69, 12, '54:46.1', 36.30140408978215, 95.17261811441793, 119, 73, 49, 'Female', 67.18120436411422, 1.7479221800053624, 0.050162979, 46, 21.98890477768194, 88.33333333333333, 'Low Risk'),
(126421, 86, 19, '53:46.1', 37.45874412134374, 95.50907062266873, 132, 77, 75, 'Female', 70.67488895872097, 1.5406812949893984, 0.10583547943806224, 55, 29.7741598, 95.33333333333333, 'Low Risk'),
(126422, 91, 16, '52:46.1', 36.04461670150568, 98.99730074560378, 121, 73, 79, 'Male', 85.49462503834755, 1.592759702634285, 0.069724892, 48, 33.700651227403725, 89, 'High Risk'),
(126423, 93, 13, '51:46.1', 36.26404309536688, 98.04251837355714, 124, 71, 56, 'Male', 56.84065181140301, 1.8161838323987913, 0.11834379046472594, 53, 17.23214891141593, 88.66666666666666, 'High Risk'),
(126424, 83, 13, '50:46.1', 36.05202268938291, 98.04155114746699, 113, 89, 21, 'Female', 58.790894128060444, 1.5382984832165747, 0.1398160979911871, 24, 24.844418806660713, 97, 'Low Risk'),
(126425, 96, 18, '49:46.1', 36.702115298487264, 97.82465015227436, 121, 88, 38, 'Female', 61.54383624345972, 1.9107661408035643, 0.057484893, 33, 16.856580933603542, 99, 'High Risk'),
(126426, 68, 17, '48:46.1', 36.81903131204298, 96.63609351117005, 121, 78, 85, 'Male', 87.19975212322254, 1.6122341275186842, 0.054395308, 43, 33.54741262315975, 92.33333333333333, 'High Risk'),
(126427, 96, 18, '47:46.1', 37.44205448418538, 97.78017691987272, 114, 74, 75, 'Female', 87.28835004, 1.9191474287576067, 0.14938930902913924, 40, 23.699523125851357, 87.33333333333333, 'High Risk'),
(126428, 91, 13, '46:46.1', 36.46505783845533, 98.78647815230933, 132, 83, 85, 'Male', 79.31031563020362, 1.9153693287499851, 0.070020591, 49, 21.618453394507704, 99.33333333333333, 'High Risk'),
(126429, 80, 18, '45:46.1', 36.413094531771534, 95.52243856298419, 122, 89, 33, 'Female', 95.29227901419358, 1.9817624821222346, 0.072561151, 33, 24.26355929214688, 100, 'Low Risk'),
(126430, 70, 15, '44:46.1', 36.34248469343103, 97.16174261, 115, 74, 86, 'Male', 60.417988958393096, 1.747941119802762, 0.11558920512835254, 41, 19.774825836331154, 87.66666666666667, 'Low Risk'),
(126431, 65, 16, '43:46.1', 36.089425875942155, 97.23617289, 110, 89, 44, 'Female', 57.30445114733637, 1.9794642920634604, 0.066213919, 21, 14.624903650389257, 96, 'High Risk'),
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(126433, 99, 18, '41:46.1', 36.183573210299876, 96.12375135681559, 120, 72, 73, 'Female', 97.26922241479011, 1.797628569293244, 0.10462386564728737, 48, 30.100625527779307, 88, 'High Risk'),
(126434, 98, 13, '40:46.1', 37.15869444818644, 95.09878083144613, 119, 74, 40, 'Male', 78.59352836771987, 1.985196131408592, 0.062060741, 45, 19.942515852849002, 89, 'High Risk'),
(126435, 68, 12, '39:46.1', 36.07360265464105, 97.46205780621283, 133, 85, 22, 'Female', 90.25002903287739, 1.8689768928909867, 0.12207928535258328, 48, 25.83684538457151, 101, 'Low Risk'),
(126436, 80, 18, '38:46.1', 36.12987030266703, 95.14760966547293, 120, 75, 22, 'Female', 50.573939739418634, 1.8985660481895625, 0.076485347, 45, 14.030571665191815, 90, 'High Risk'),
(126437, 65, 17, '37:46.1', 36.33668545, 98.82675944075046, 112, 86, 32, 'Female', 90.20040091845871, 1.8981310551750972, 0.096357187, 26, 25.035488994873308, 94.66666666666667, 'Low Risk'),
(126438, 65, 14, '36:46.1', 36.50805485083575, 95.62292705, 135, 70, 83, 'Female', 97.07760323729514, 1.9991830950566327, 0.060926991699325375, 65, 24.289238756277605, 91.66666666666666, 'Low Risk'),
(126439, 83, 18, '35:46.1', 37.12958953, 95.4710568, 138, 70, 51, 'Male', 85.24009815465578, 1.5866920821093207, 0.12192563447247189, 68, 33.85779195534758, 92.66666666666666, 'High Risk'),
(126440, 86, 13, '34:46.1', 36.70559879430779, 98.80139229555827, 136, 85, 21, 'Female', 68.94879601508846, 1.8157241171255536, 0.067114022, 51, 20.913511657283458, 102, 'Low Risk'),
(126441, 97, 14, '33:46.1', 37.072519750278616, 99.23322528574673, 126, 83, 66, 'Female', 91.32130127072229, 1.8681271547078757, 0.14681036194639158, 43, 26.16731875036282, 97.33333333333333, 'High Risk'),
(126442, 98, 12, '32:46.1', 36.60776205555804, 99.63301351261954, 134, 74, 70, 'Male', 84.89526662440501, 1.6847449766639007, 0.11147854746582539, 60, 29.909912076110377, 94, 'High Risk'),
(126443, 98, 12, '31:46.1', 37.23543806295322, 95.25180219, 131, 75, 21, 'Male', 79.69182321604973, 1.8169856475002995, 0.14289462587655588, 56, 24.138527253567993, 93.66666666666666, 'High Risk'),
(126444, 70, 19, '30:46.1', 36.382839288204224, 99.27932118607367, 113, 75, 89, 'Male', 96.39388726228076, 1.6515838650213441, 0.14301765248246062, 38, 35.33850979, 87.66666666666667, 'High Risk'),
(126445, 80, 14, '29:46.1', 36.17925980666977, 97.33564266451003, 110, 83, 68, 'Male', 75.09960421236437, 1.5413092445045868, 0.090929135, 27, 31.61244463358552, 92, 'High Risk'),
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(126447, 95, 13, '27:46.1', 36.14143385692215, 99.00825360071616, 122, 80, 34, 'Female', 57.722755380671614, 1.6743540052020314, 0.082622261, 42, 20.589816833020667, 94, 'High Risk'),
(126448, 83, 12, '26:46.1', 36.74121123406008, 99.81101347581016, 110, 74, 41, 'Female', 72.40259615753419, 1.9256813910150714, 0.1333919030288976, 36, 19.524740565644574, 86, 'Low Risk'),
(126449, 63, 12, '25:46.1', 36.72558851176076, 97.65025998428095, 139, 78, 61, 'Female', 92.59678084833678, 1.9157495405827594, 0.098612271, 61, 25.230068429469924, 98.33333333333333, 'Low Risk'),
(126450, 75, 14, '24:46.1', 36.28857867988794, 97.67154711414204, 114, 73, 40, 'Male', 82.01738771, 1.5309398226083186, 0.083270436, 41, 34.99368617303083, 86.66666666666667, 'High Risk'),
(126451, 90, 16, '23:46.1', 36.32790161453677, 96.31679034112024, 122, 75, 80, 'Male', 52.40957167638129, 1.8061514487955734, 0.055057418, 47, 16.06579728265274, 90.66666666666667, 'High Risk'),
(126452, 79, 15, '22:46.1', 36.98308544523068, 98.01720795903556, 118, 81, 30, 'Male', 88.42602144631378, 1.5401445895116885, 0.11007251850949845, 37, 37.27838559250021, 93.33333333333333, 'High Risk'),
(126453, 73, 16, '21:46.1', 37.2071661, 96.66606908294611, 116, 76, 22, 'Female', 78.35244392000176, 1.730183491601176, 0.099401769, 40, 26.173886777675868, 89.33333333333333, 'Low Risk'),
(126454, 79, 14, '20:46.1', 37.37068330783368, 95.74469594041197, 130, 81, 80, 'Female', 85.72562326206072, 1.5912370980552164, 0.085593479, 49, 33.85640651035745, 97.33333333333333, 'High Risk'),
(126455, 97, 18, '19:46.1', 37.35793332706199, 95.69658757169626, 138, 73, 75, 'Male', 87.93449950132603, 1.9315272021799559, 0.13579707283243558, 65, 23.569894491225693, 94.66666666666666, 'High Risk'),
(126456, 84, 17, '18:46.1', 36.1432428, 95.18611533297069, 113, 73, 57, 'Female', 78.58548344485953, 1.5069506523606142, 0.057834997662788115, 40, 34.605431392006516, 86.33333333333333, 'High Risk'),
(126457, 86, 13, '17:46.1', 37.47017076564378, 99.99120265363165, 115, 83, 68, 'Female', 95.86315718325866, 1.8230666282282788, 0.10178573872874938, 32, 28.843412802436262, 93.66666666666667, 'Low Risk'),
(126458, 80, 16, '16:46.1', 36.31947609264883, 96.06654662418882, 131, 85, 24, 'Female', 59.547204100971825, 1.9718774381265614, 0.054349189, 46, 15.314454758548633, 100.33333333333333, 'High Risk'),
(126459, 86, 15, '15:46.1', 37.017581003131404, 97.86366219337886, 115, 77, 25, 'Male', 84.94605227127637, 1.8005713800203127, 0.13606363796136756, 38, 26.201280407387962, 89.66666666666667, 'Low Risk'),
(126460, 96, 19, '14:46.1', 36.58492011148254, 98.22547428921501, 127, 84, 43, 'Male', 60.09283616948808, 1.8248522088236871, 0.062177586741360175, 43, 18.045432963445858, 98.33333333333333, 'High Risk'),
(126461, 84, 19, '13:46.1', 37.36047734759504, 96.43250091924305, 134, 83, 24, 'Male', 56.92498499355717, 1.7878729297569473, 0.11537071284983931, 51, 17.808593765735676, 100, 'High Risk'),
(126462, 92, 12, '12:46.1', 37.082577109730806, 95.38789979121509, 130, 70, 19, 'Male', 81.19290128443774, 1.9973468426237668, 0.10631416700105858, 60, 20.35218706032804, 90, 'High Risk'),
(126463, 84, 16, '11:46.1', 37.45649780656822, 97.19725974138846, 128, 83, 39, 'Female', 75.37104666112818, 1.7518110297271838, 0.12165282464075862, 45, 24.56009449596891, 98, 'Low Risk'),
(126464, 86, 12, '10:46.1', 36.60498047047859, 97.34573221116315, 127, 73, 42, 'Female', 81.29454889, 1.5985184221653828, 0.083307708, 54, 31.814575592852314, 91, 'High Risk'),
(126465, 97, 17, '09:46.1', 36.466280030737266, 98.93556737619213, 132, 87, 66, 'Male', 53.599404564089944, 1.9467862958784923, 0.08664612, 45, 14.142409369617713, 102, 'High Risk'),
(126466, 63, 19, '08:46.1', 37.34534900200657, 98.62028719573287, 113, 89, 82, 'Female', 64.37816264369603, 1.788068582881902, 0.081405579, 24, 20.135862304975216, 97, 'Low Risk'),
(126467, 76, 17, '07:46.1', 37.05109235952118, 95.72093741956243, 133, 80, 43, 'Male', 81.29284699203095, 1.6716396355098126, 0.11585274886472538, 53, 29.091560209375857, 97.66666666666666, 'Low Risk'),
(126468, 83, 13, '06:46.1', 36.81359314929855, 98.02169835757523, 123, 74, 37, 'Male', 86.93558056372224, 1.790000171777758, 0.13220478231356572, 49, 27.132600068081217, 90.33333333333333, 'Low Risk'),
(126469, 75, 13, '05:46.1', 36.72480570690417, 95.15071493252695, 123, 85, 79, 'Male', 91.19532165409859, 1.8762308210415948, 0.066220534, 38, 25.905980106888475, 97.66666666666667, 'Low Risk'),
(126470, 86, 16, '04:46.1', 36.693252662189266, 98.10240148455755, 135, 80, 86, 'Male', 93.66390958189146, 1.8069126614225905, 0.11118760840542966, 55, 28.68784721826557, 98.33333333333333, 'Low Risk'),
(126471, 76, 12, '03:46.1', 36.00245315211789, 97.71456166769262, 138, 71, 48, 'Male', 59.48691338624644, 1.552665167502792, 0.083219602, 67, 24.675491665334505, 93.33333333333333, 'Low Risk'),
(126472, 98, 12, '02:46.1', 36.74800179717575, 99.50300244444281, 125, 73, 85, 'Male', 97.50656473413281, 1.9707700469971772, 0.11433902258204161, 52, 25.10509967981921, 90.33333333333333, 'High Risk'),
(126473, 78, 15, '01:46.1', 36.250680798493704, 96.47762977150637, 120, 85, 31, 'Female', 84.89567149265366, 1.8159977286557405, 0.14439881004046493, 35, 25.7427504, 96.66666666666667, 'Low Risk'),
(126474, 86, 16, '00:46.1', 36.32440432, 96.47847513985553, 119, 71, 29, 'Female', 57.295260285385204, 1.5095754478400303, 0.051082991973559234, 48, 25.142534183372952, 87, 'Low Risk'),
(126475, 86, 19, '59:46.1', 36.435972459627884, 99.55252221242763, 135, 76, 36, 'Male', 85.06178967326292, 1.8820061920898046, 0.066219958, 59, 24.015543512916842, 95.66666666666666, 'Low Risk'),
(126476, 81, 15, '58:46.1', 36.59646664958896, 95.40642062922375, 124, 79, 40, 'Female', 93.64869047702545, 1.5680189654632548, 0.10914641659248106, 45, 38.088957521032064, 94, 'High Risk'),
(126477, 62, 12, '57:46.1', 36.90086451, 96.17227707437378, 122, 85, 33, 'Female', 77.97388324251506, 1.9875191735484448, 0.071236527, 37, 19.73906192331375, 97.33333333333333, 'Low Risk'),
(126478, 92, 13, '56:46.1', 36.486471608363914, 96.68142460391896, 114, 82, 60, 'Female', 99.96530352134717, 1.9278900146767906, 0.056034174, 32, 26.895819471042426, 92.66666666666667, 'High Risk'),
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(126654, 75, 18, '00:46.1', 36.66259791922644, 97.72917479, 119, 78, 24, 'Male', 82.45449834450434, 1.5942552588305832, 0.070997945, 41, 32.44132899868467, 91.66666666666667, 'High Risk'),
(126655, 61, 17, '59:46.1', 36.69233953222972, 97.41577875323283, 125, 84, 82, 'Female', 65.72376881268323, 1.7783799913373577, 0.067618009, 41, 20.781329692923528, 97.66666666666667, 'Low Risk'),
(126656, 77, 18, '58:46.1', 37.34603463835565, 97.18474808716134, 137, 70, 77, 'Female', 78.53439889695889, 1.9976200959350838, 0.067116663, 67, 19.68040934, 92.33333333333333, 'Low Risk'),
(126657, 86, 16, '57:46.1', 36.10499718658246, 98.55352317890073, 128, 83, 59, 'Female', 68.94416074480304, 1.616166476054244, 0.1097259915136315, 45, 26.395220922210115, 98, 'Low Risk'),
(126658, 95, 14, '56:46.1', 37.458159950641026, 99.78246399119294, 113, 87, 21, 'Female', 76.53739968936269, 1.7450922153660113, 0.099500502, 26, 25.13257231681005, 95.66666666666667, 'High Risk'),
(126659, 87, 12, '55:46.1', 37.02430501645866, 96.23646241507923, 135, 77, 86, 'Male', 53.94406980957776, 1.7814457345942494, 0.086346183, 58, 16.998026946873093, 96.33333333333333, 'High Risk'),
(126660, 95, 17, '54:46.1', 36.29684580634397, 98.83128594216195, 125, 78, 25, 'Male', 56.88375782, 1.9383799550649188, 0.12786367272115523, 47, 15.139462570566709, 93.66666666666667, 'High Risk'),
(126661, 90, 14, '53:46.1', 36.169750185969825, 99.87841326572237, 124, 70, 58, 'Male', 82.23467660006736, 1.680847218775913, 0.057481263515450624, 54, 29.10707125678184, 88, 'Low Risk'),
(126662, 99, 14, '52:46.1', 36.92895894261152, 98.57774913992182, 130, 86, 82, 'Male', 90.51206756, 1.7902122801421967, 0.11812505305114698, 44, 28.24212831039142, 100.66666666666667, 'High Risk'),
(126663, 83, 18, '51:46.1', 36.75992663, 99.20592382030088, 133, 72, 67, 'Male', 53.86418567, 1.6958840657404042, 0.14074738505998835, 61, 18.72870630105996, 92.33333333333333, 'Low Risk'),
(126664, 86, 18, '50:46.1', 37.22572279059502, 97.97043622159272, 130, 88, 23, 'Female', 87.94516094105822, 1.7047120649702825, 0.081789074, 42, 30.262853697760836, 102, 'High Risk'),
(126665, 92, 18, '49:46.1', 37.127004806325395, 96.77511096323497, 114, 85, 75, 'Female', 92.4790267, 1.919801471459339, 0.1109265252321661, 29, 25.091730247508153, 94.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(126667, 87, 17, '47:46.1', 36.619393741438486, 96.41675460864394, 133, 82, 52, 'Female', 53.87361447454025, 1.648068516240261, 0.12883592364902413, 51, 19.834697810005164, 99, 'Low Risk'),
(126668, 76, 19, '46:46.1', 36.054261113874965, 98.29371670853858, 118, 78, 72, 'Male', 69.50960182481997, 1.9142408465930147, 0.11717984729002777, 40, 18.96931474529724, 91.33333333333333, 'Low Risk'),
(126669, 80, 17, '45:46.1', 36.44152182928426, 97.22551573579231, 112, 76, 44, 'Male', 58.14061086976991, 1.6632802747855842, 0.081103604, 36, 21.015934981813054, 88, 'Low Risk'),
(126670, 74, 19, '44:46.1', 36.814742818230656, 97.30370607328322, 121, 74, 72, 'Male', 76.05375733931399, 1.9477460440887868, 0.099660483, 47, 20.047305691253438, 89.66666666666667, 'Low Risk'),
(126671, 64, 16, '43:46.1', 37.309350151666635, 99.01125631152668, 117, 81, 65, 'Female', 77.28315873933238, 1.9428629444248695, 0.11437154729887034, 36, 20.47389794, 93, 'Low Risk'),
(126672, 96, 19, '42:46.1', 37.108649169312635, 97.37993854, 122, 70, 73, 'Female', 60.968755189776004, 1.8954613862392482, 0.073545053, 52, 16.969828174955232, 87.33333333333333, 'High Risk'),
(126673, 85, 18, '41:46.1', 36.2338871, 99.71890439807595, 134, 79, 30, 'Female', 55.0207618, 1.7364522248647503, 0.1496291138583662, 55, 18.24739701025436, 97.33333333333333, 'High Risk'),
(126674, 87, 17, '40:46.1', 36.66605175796823, 95.03917570144463, 121, 87, 56, 'Female', 90.43791265856076, 1.8559376307404898, 0.055342733833256885, 34, 26.255710492513103, 98.33333333333333, 'Low Risk'),
(126675, 76, 12, '39:46.1', 37.384573882370574, 98.36191882044727, 128, 80, 32, 'Female', 68.25379178, 1.6268051240626695, 0.055999139749466936, 48, 25.790259969811068, 96, 'Low Risk'),
(126676, 72, 17, '38:46.1', 36.49729019637659, 98.08321188109284, 123, 76, 46, 'Male', 56.11271840693184, 1.9874158462802685, 0.11315886875395455, 47, 14.20639259559121, 91.66666666666667, 'High Risk'),
(126677, 65, 17, '37:46.1', 36.46370819909716, 96.98729537108288, 114, 86, 20, 'Female', 84.13825139574834, 1.9972660183978896, 0.11728055336928184, 28, 21.092189091650614, 95.33333333333333, 'Low Risk'),
(126678, 61, 15, '36:46.1', 37.378303530544684, 96.39902272997652, 133, 71, 89, 'Male', 55.21115589162971, 1.5747299012149052, 0.11244699856926463, 62, 22.26458945984541, 91.66666666666666, 'Low Risk'),
(126679, 81, 18, '35:46.1', 37.19185166, 99.33581948999033, 130, 86, 23, 'Female', 64.14167399, 1.7364120889282288, 0.071761152, 44, 21.273291376424098, 100.66666666666667, 'Low Risk'),
(126680, 96, 18, '34:46.1', 36.27922536093639, 96.12258822532021, 130, 86, 49, 'Female', 64.81867586092292, 1.6315741829252475, 0.10824111900159797, 44, 24.349301401030246, 100.66666666666667, 'High Risk'),
(126681, 88, 16, '33:46.1', 37.02281747437042, 96.89213313085293, 126, 88, 73, 'Male', 87.90138706268411, 1.5052600501860884, 0.10237779865002586, 38, 38.79472316131896, 100.66666666666667, 'High Risk'),
(126682, 95, 16, '32:46.1', 37.16595494551826, 95.62418677, 115, 77, 80, 'Male', 83.60241872, 1.593088879096722, 0.1231046928244193, 38, 32.941155593128684, 89.66666666666667, 'High Risk'),
(126683, 77, 18, '31:46.1', 36.954542803001935, 96.04988084706125, 131, 76, 61, 'Male', 62.604395764083925, 1.9077650180339918, 0.060761978609198464, 55, 17.20105427439892, 94.33333333333333, 'High Risk'),
(126684, 81, 18, '30:46.1', 36.61698628933787, 95.91632384637157, 119, 77, 30, 'Male', 99.96097386671818, 1.9156956918132386, 0.072115855, 42, 27.23813910295878, 91, 'Low Risk'),
(126685, 91, 17, '29:46.1', 37.25761205242256, 98.69435587932907, 124, 82, 81, 'Male', 95.61206127447639, 1.6943288525493707, 0.053198117, 42, 33.305600486165915, 96, 'High Risk'),
(126686, 61, 14, '28:46.1', 36.46938568774271, 95.09279893375741, 133, 84, 19, 'Female', 75.97052042487702, 1.502839428, 0.062066668456395836, 49, 33.63720796110353, 100.33333333333333, 'High Risk'),
(126687, 96, 19, '27:46.1', 36.23237186495669, 95.82156254034848, 110, 77, 53, 'Male', 75.09164457288692, 1.8158474536483395, 0.14867776461379462, 33, 22.773663177963076, 88, 'High Risk'),
(126688, 63, 19, '26:46.1', 36.91037027361975, 98.65412579017587, 115, 88, 82, 'Male', 97.87551003225254, 1.8991684889054397, 0.054780678362674445, 27, 27.136075976005372, 97, 'Low Risk'),
(126689, 62, 12, '25:46.1', 37.44903531825207, 98.78039764566286, 130, 84, 45, 'Male', 79.36068601172298, 1.7981502101396998, 0.079321927, 46, 24.544459741145907, 99.33333333333333, 'Low Risk'),
(126690, 82, 13, '24:46.1', 37.26471324274227, 99.02864697293106, 119, 78, 71, 'Male', 97.41878409398802, 1.6098587162024132, 0.13865436975374662, 41, 37.58955445529437, 91.66666666666667, 'High Risk'),
(126691, 60, 14, '23:46.1', 37.46499592, 98.83892142, 129, 73, 70, 'Female', 70.64098568723152, 1.5906219524865939, 0.10419665194000152, 56, 27.920475266886505, 91.66666666666666, 'Low Risk'),
(126692, 69, 15, '22:46.1', 36.48858464159679, 97.41508101291578, 128, 87, 28, 'Female', 55.232417074010634, 1.976398356775131, 0.092088611, 41, 14.139859069348361, 100.66666666666667, 'High Risk'),
(126693, 68, 14, '21:46.1', 36.65593185625332, 97.84860325003106, 116, 72, 57, 'Female', 56.18496139091905, 1.9467051084571652, 0.090601097, 44, 14.825855046951622, 86.66666666666667, 'High Risk'),
(126694, 91, 15, '20:46.1', 36.852441952651276, 99.21225197231603, 133, 84, 37, 'Female', 69.72863982861031, 1.9244775003521397, 0.099505641, 49, 18.827190530694047, 100.33333333333333, 'High Risk'),
(126695, 84, 17, '19:46.1', 36.343870930125426, 95.63375581, 135, 86, 20, 'Male', 96.71709726443439, 1.6487790309507173, 0.11056551352576377, 49, 35.57773883402719, 102.33333333333333, 'High Risk'),
(126696, 78, 14, '18:46.1', 37.20113937836679, 96.96538268184213, 125, 79, 74, 'Female', 50.80435712125795, 1.6536009033220667, 0.080416681, 46, 18.57973684034681, 94.33333333333333, 'Low Risk'),
(126697, 92, 14, '17:46.1', 36.59485243, 98.23937656161434, 115, 86, 30, 'Female', 60.51463377313593, 1.5353594403295523, 0.054835, 29, 25.67085195102777, 95.66666666666667, 'High Risk'),
(126698, 79, 16, '16:46.1', 36.05233757714994, 96.24924318531582, 134, 84, 80, 'Male', 80.60719286995366, 1.6151572731748611, 0.052354674, 50, 30.898981360645493, 100.66666666666666, 'High Risk'),
(126699, 67, 12, '15:46.1', 36.54562916625349, 98.98301256114974, 116, 85, 25, 'Female', 96.03325043623329, 1.7698059325983997, 0.099197831, 31, 30.659871866518536, 95.33333333333333, 'High Risk'),
(126700, 98, 19, '14:46.1', 37.12939632, 95.1526112, 119, 89, 45, 'Female', 52.53681069897862, 1.6987858570618624, 0.099532962, 30, 18.20482177584219, 99, 'High Risk'),
(126701, 92, 18, '13:46.1', 36.85423133725744, 96.84262502, 124, 70, 77, 'Male', 92.16790410278104, 1.638002797025074, 0.054919939862515414, 54, 34.35187396644679, 88, 'High Risk'),
(126702, 81, 19, '12:46.1', 36.32529072446005, 95.39413325449603, 125, 82, 25, 'Female', 78.73677347019824, 1.7777047135561652, 0.07290352, 43, 24.914855121279338, 96.33333333333333, 'Low Risk'),
(126703, 82, 17, '11:46.1', 36.82912655247529, 96.35591953963457, 133, 74, 76, 'Female', 97.91337633677207, 1.6287977781012288, 0.12255905596387451, 59, 36.90691036860175, 93.66666666666666, 'High Risk'),
(126704, 91, 12, '10:46.1', 37.08596377392854, 96.74245867881778, 113, 85, 89, 'Female', 72.35766346, 1.7778350406889667, 0.075628095, 28, 22.89294215078182, 94.33333333333333, 'High Risk'),
(126705, 63, 13, '09:46.1', 36.81191583816467, 95.57954809, 119, 75, 20, 'Male', 67.55221670506302, 1.7163031177767607, 0.1318453778893353, 44, 22.932511607935538, 89.66666666666667, 'Low Risk'),
(126706, 80, 12, '08:46.1', 36.33182393100974, 97.06680717918718, 133, 80, 67, 'Female', 69.24076499384944, 1.915264174649348, 0.14487851512086591, 53, 18.87576175178547, 97.66666666666666, 'Low Risk'),
(126707, 76, 13, '07:46.1', 36.539504928032095, 97.50490894, 124, 72, 32, 'Female', 52.41118761866936, 1.9568805562223548, 0.13175570654120095, 52, 13.686593373818173, 89.33333333333333, 'High Risk'),
(126708, 83, 19, '06:46.1', 36.12263808101964, 96.92283938346574, 128, 83, 82, 'Female', 96.23033493816294, 1.7252094491556453, 0.1082474415185048, 45, 32.331685161087925, 98, 'High Risk'),
(126709, 85, 12, '05:46.1', 37.34400381405457, 95.73486121301306, 112, 77, 69, 'Female', 54.08058528, 1.8360045564848622, 0.11177552117224654, 35, 16.04330624740345, 88.66666666666667, 'High Risk'),
(126710, 60, 17, '04:46.1', 36.97791041587981, 98.23500538846181, 131, 82, 32, 'Male', 81.92616954063611, 1.8015442677659035, 0.064319013, 49, 25.242523755076256, 98.33333333333333, 'Low Risk'),
(126711, 65, 15, '03:46.1', 37.439450271691065, 97.50914871526018, 134, 81, 40, 'Male', 75.54292501138737, 1.9399123238752194, 0.091592386, 53, 20.07379998668528, 98.66666666666666, 'Low Risk'),
(126712, 95, 14, '02:46.1', 37.120246507687646, 95.09640725972241, 114, 78, 89, 'Male', 80.26693065086083, 1.6238760768460894, 0.084078024, 36, 30.439035605243127, 90, 'High Risk'),
(126713, 77, 18, '01:46.1', 36.45351102011427, 96.88171679326592, 120, 85, 23, 'Female', 83.40477036966547, 1.915558668311066, 0.098714618, 35, 22.730028248151143, 96.66666666666667, 'Low Risk'),
(126714, 96, 13, '00:46.1', 37.02294095750378, 96.93924218009913, 122, 77, 49, 'Female', 85.66307558586877, 1.887907475503296, 0.10256981766305642, 45, 24.03434277105993, 92, 'High Risk'),
(126715, 60, 17, '59:46.1', 36.14460327564457, 95.92604732535834, 132, 88, 56, 'Male', 53.34424470110191, 1.5105931977101155, 0.078469958, 44, 23.37720153578425, 102.66666666666667, 'Low Risk'),
(126716, 96, 12, '58:46.1', 36.09941371902524, 97.79849331073791, 125, 83, 36, 'Male', 62.502432132489176, 1.5559025171807643, 0.081409149, 42, 25.818567968342713, 97, 'High Risk'),
(126717, 64, 14, '57:46.1', 37.18913628534372, 98.14945925279014, 118, 85, 51, 'Female', 81.89084577180259, 1.6322725242447595, 0.068690503, 33, 30.736188853492113, 96, 'High Risk'),
(126718, 90, 15, '56:46.1', 36.22401548697132, 95.71729326470181, 116, 74, 25, 'Male', 94.15183635260635, 1.576836946277461, 0.073274794, 42, 37.86650483703871, 88, 'High Risk'),
(126719, 77, 19, '55:46.1', 36.51797032832187, 97.43501452365317, 138, 80, 63, 'Female', 98.24240665245745, 1.9561708044247976, 0.12958360852236783, 58, 25.67352177147706, 99.33333333333333, 'Low Risk'),
(126720, 65, 12, '54:46.1', 36.17055834122746, 96.86389591325913, 128, 85, 84, 'Female', 64.54036834453704, 1.6523478987288596, 0.051438514, 43, 23.63896483987516, 99.33333333333333, 'Low Risk'),
(126721, 63, 19, '53:46.1', 36.48779965805737, 96.25078153591382, 114, 72, 33, 'Female', 69.74299662912946, 1.9377038273841725, 0.075024315, 42, 18.574871134906612, 86, 'Low Risk'),
(126722, 81, 14, '52:46.1', 36.00739325596543, 97.22463447353364, 116, 77, 36, 'Female', 80.25447174376185, 1.8969219663958885, 0.076504852, 39, 22.303360751237424, 90, 'Low Risk'),
(126723, 94, 18, '51:46.1', 36.19974877957786, 95.0945678, 112, 85, 60, 'Female', 99.14948753, 1.5725466479751051, 0.13199116771404718, 27, 40.094370514884254, 94, 'High Risk'),
(126724, 98, 14, '50:46.1', 36.46610622402826, 96.99746152483243, 124, 88, 34, 'Male', 95.91542491664168, 1.8113876403749234, 0.059809372866056566, 36, 29.23247957531229, 100, 'High Risk'),
(126725, 76, 17, '49:46.1', 36.91370687830985, 98.32253406976687, 129, 85, 40, 'Female', 52.20283689868154, 1.8766165331837077, 0.073973392, 44, 14.82323618516392, 99.66666666666667, 'High Risk'),
(126726, 89, 17, '48:46.1', 36.87679785860678, 97.21368069056015, 110, 82, 39, 'Female', 50.433777439973106, 1.8068847117014144, 0.058476114, 28, 15.447585620797616, 91.33333333333333, 'High Risk'),
(126727, 91, 19, '47:46.1', 37.204257009259884, 97.70741734737834, 128, 75, 53, 'Male', 55.20542625298005, 1.6435587521932105, 0.117360146, 53, 20.436724985456628, 92.66666666666666, 'High Risk'),
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(126730, 67, 16, '44:46.1', 36.07350893711395, 99.85550484229609, 114, 84, 47, 'Male', 94.0149704, 1.6723189126138631, 0.14722987725915837, 30, 33.61698892043342, 94, 'High Risk'),
(126731, 73, 12, '43:46.1', 37.03123529728642, 96.80435905748995, 115, 74, 22, 'Female', 54.13079667103223, 1.7831579336879022, 0.093864292, 41, 17.02412496265313, 87.66666666666667, 'High Risk'),
(126732, 96, 14, '42:46.1', 36.20734606622066, 99.31067232, 137, 70, 77, 'Female', 56.95316035825801, 1.7287006869767452, 0.083531417, 67, 19.058039341559674, 92.33333333333333, 'High Risk'),
(126733, 98, 19, '41:46.1', 36.05762125125666, 95.90109736172174, 128, 84, 19, 'Male', 75.37661004, 1.8293227825848448, 0.064476829, 44, 22.524539217618376, 98.66666666666667, 'High Risk'),
(126734, 66, 12, '40:46.1', 37.03073111758254, 97.54933906964706, 133, 74, 65, 'Female', 52.878019759270614, 1.764567490476637, 0.13841293664213342, 59, 16.98238316086506, 93.66666666666666, 'High Risk'),
(126735, 91, 13, '39:46.1', 36.92142496123738, 99.11717032, 138, 86, 35, 'Female', 69.10698861635953, 1.7039754670872422, 0.099735813, 52, 23.801004871311136, 103.33333333333333, 'High Risk'),
(126736, 88, 12, '38:46.1', 37.026148969718264, 99.08228821, 137, 84, 44, 'Male', 57.908981734335526, 1.5159581491652665, 0.063079929, 53, 25.19831522164433, 101.66666666666666, 'Low Risk'),
(126737, 89, 17, '37:46.1', 36.24424009570062, 98.16214060978352, 113, 72, 20, 'Female', 58.81076728131395, 1.7984377447987958, 0.10059237533137674, 41, 18.18302048427578, 85.66666666666667, 'High Risk'),
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(126914, 86, 12, '40:46.1', 36.92385625977109, 95.22100769287636, 131, 75, 54, 'Female', 92.78731100472726, 1.6494324875197206, 0.13090885606666308, 56, 34.10511360021686, 93.66666666666666, 'High Risk'),
(126915, 95, 15, '39:46.1', 37.13418304279812, 97.10104191974428, 111, 78, 26, 'Male', 95.62807281041408, 1.5876345403850303, 0.14123525200709047, 33, 37.938864283239205, 89, 'High Risk'),
(126916, 96, 19, '38:46.1', 36.43880978849282, 98.30213139932238, 119, 72, 63, 'Male', 90.27060732618915, 1.6915734654120005, 0.051995521641250236, 47, 31.547477280101177, 87.66666666666667, 'High Risk'),
(126917, 81, 14, '37:46.1', 36.002104034849026, 95.35713476029963, 126, 74, 79, 'Female', 99.3828849, 1.8250688881046215, 0.13011260740802721, 52, 29.83685720541921, 91.33333333333333, 'Low Risk'),
(126918, 69, 16, '36:46.1', 36.77850838278337, 97.50035380368995, 135, 70, 22, 'Male', 67.42224293362197, 1.7900769297200718, 0.1314674327585028, 65, 21.040681635616963, 91.66666666666666, 'Low Risk'),
(126919, 99, 18, '35:46.1', 36.256983563559906, 95.22876350831288, 132, 72, 74, 'Male', 58.017912662500635, 1.5538911457487579, 0.14979298148537462, 60, 24.028182168098887, 92, 'High Risk'),
(126920, 87, 17, '34:46.1', 37.47795443059726, 97.13240043543007, 137, 71, 28, 'Female', 50.65767207618115, 1.9500873111262051, 0.054394729, 66, 13.321008808082901, 93, 'High Risk'),
(126921, 99, 12, '33:46.1', 36.51800205455244, 95.87341189979757, 132, 86, 48, 'Male', 59.73145935995548, 1.8814003697274508, 0.090027309, 46, 16.874879313031194, 101.33333333333333, 'High Risk'),
(126922, 64, 12, '32:46.1', 36.12901330860913, 96.71053931499874, 118, 78, 88, 'Female', 87.91909289289049, 1.7043549503947668, 0.075314837, 40, 30.266562967615144, 91.33333333333333, 'High Risk'),
(126923, 85, 16, '31:46.1', 36.193571582949126, 96.37683501454643, 113, 87, 29, 'Male', 71.25109797923432, 1.640569214465674, 0.088365821, 26, 26.472956488464803, 95.66666666666667, 'Low Risk'),
(126924, 77, 16, '30:46.1', 36.08559814519269, 98.03288577, 134, 78, 32, 'Male', 56.062485828153285, 1.538698851979309, 0.10699834310265241, 56, 23.67909451898563, 96.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(126926, 71, 15, '28:46.1', 37.3528547, 96.24204443391952, 121, 81, 28, 'Male', 60.73238919233627, 1.8160996464581212, 0.13356924898901298, 40, 18.413698111352865, 94.33333333333333, 'High Risk'),
(126927, 62, 14, '27:46.1', 37.475408667583324, 96.32330044773946, 136, 87, 79, 'Male', 72.15681227122568, 1.508175519975017, 0.11737446177996928, 49, 31.72294982536298, 103.33333333333333, 'High Risk'),
(126928, 99, 13, '26:46.1', 37.37307450940998, 95.32698883278198, 119, 78, 68, 'Male', 75.64820545946036, 1.5264987568333366, 0.079252775, 41, 32.46427586872664, 91.66666666666667, 'High Risk'),
(126929, 79, 17, '25:46.1', 36.346986772998754, 98.92942071779233, 132, 79, 34, 'Male', 85.79643786214875, 1.8211672648548218, 0.14505745699632466, 53, 25.86840110300625, 96.66666666666666, 'Low Risk'),
(126930, 97, 12, '24:46.1', 36.14089297914723, 97.57893180325168, 121, 85, 71, 'Male', 97.36298162885922, 1.9123046638254744, 0.12554641327876093, 36, 26.624391867524196, 97, 'High Risk'),
(126931, 69, 18, '23:46.1', 36.73879815216621, 96.22156301775178, 133, 84, 56, 'Male', 96.47961128, 1.7881794543101854, 0.052198564025736416, 49, 30.172642267048456, 100.33333333333333, 'High Risk'),
(126932, 86, 16, '22:46.1', 36.01855468, 95.31869112935657, 121, 88, 87, 'Female', 87.23622288327249, 1.553267445551863, 0.069240329, 33, 36.15799773476252, 99, 'High Risk'),
(126933, 94, 13, '21:46.1', 36.65435259456052, 98.05020106010457, 134, 84, 76, 'Male', 77.33916784052853, 1.710996545616934, 0.12212073505917949, 50, 26.418078683517308, 100.66666666666666, 'High Risk'),
(126934, 81, 14, '20:46.1', 37.24830283831778, 99.52031816160742, 115, 82, 88, 'Male', 66.57336034868774, 1.635621212, 0.11155266842757144, 33, 24.884849028822458, 93, 'Low Risk'),
(126935, 81, 12, '19:46.1', 36.09629940292997, 95.66824108662871, 111, 74, 70, 'Female', 76.18000854721495, 1.730921185, 0.060733578, 37, 25.426491069132602, 86.33333333333333, 'Low Risk'),
(126936, 65, 13, '18:46.1', 36.11968891457859, 99.83123907671546, 137, 82, 87, 'Male', 65.51474876619768, 1.6544334495587891, 0.14588589133963875, 55, 23.935388207538097, 100.33333333333333, 'Low Risk'),
(126937, 72, 19, '17:46.1', 37.08363348831877, 99.56695659080071, 127, 84, 70, 'Female', 51.02214947378423, 1.586655385042333, 0.084652144, 43, 20.26718961381647, 98.33333333333333, 'Low Risk'),
(126938, 73, 12, '16:46.1', 37.16894368078432, 99.12478560839936, 131, 71, 89, 'Male', 88.39998718, 1.9972953550340449, 0.082055735, 60, 22.159890907195738, 91, 'Low Risk'),
(126939, 65, 17, '15:46.1', 36.12359344647396, 99.75289899640812, 110, 84, 19, 'Female', 67.67052609240082, 1.9830859478003644, 0.1299576507810667, 26, 17.207448506438055, 92.66666666666667, 'High Risk'),
(126940, 65, 12, '14:46.1', 37.40502161949328, 98.03274242669673, 127, 76, 20, 'Female', 84.82459016479092, 1.7278376190830733, 0.12846641645196777, 51, 28.412923317732698, 93, 'Low Risk'),
(126941, 86, 16, '13:46.1', 36.36584985474371, 97.16625159789403, 127, 79, 46, 'Female', 65.67264605927711, 1.8181024464937452, 0.058236309217013796, 48, 19.86771002212011, 95, 'Low Risk'),
(126942, 80, 15, '12:46.1', 37.07753133679252, 98.6508375, 136, 74, 51, 'Female', 60.69744831764544, 1.6956737263649824, 0.11524152091668839, 62, 21.10988424660593, 94.66666666666666, 'Low Risk'),
(126943, 90, 14, '11:46.1', 36.73092561937203, 98.94531760821802, 115, 72, 34, 'Female', 68.86280999842378, 1.969005313021163, 0.1370765333357298, 43, 17.761963138163814, 86.33333333333333, 'High Risk'),
(126944, 81, 17, '10:46.1', 37.142254022424886, 97.82731096826296, 111, 89, 24, 'Male', 73.96755675561111, 1.529281630264551, 0.0518975, 22, 31.627606732195403, 96.33333333333333, 'High Risk'),
(126945, 72, 15, '09:46.1', 36.61103066, 97.00897077759029, 134, 74, 50, 'Female', 61.13133845164131, 1.9505016387926504, 0.081623698, 60, 16.06834935685213, 94, 'High Risk'),
(126946, 83, 17, '08:46.1', 36.68495577505755, 97.62566802, 135, 76, 58, 'Female', 74.52275874756003, 1.654131640854899, 0.057463593492416226, 59, 27.236342413258903, 95.66666666666666, 'Low Risk'),
(126947, 96, 18, '07:46.1', 37.163377532059776, 97.47295569660625, 121, 89, 44, 'Female', 74.51896117370637, 1.935491347583374, 0.10368796206822817, 32, 19.892269006384282, 99.66666666666667, 'High Risk'),
(126948, 75, 17, '06:46.1', 36.125627208048776, 98.21695532487206, 111, 78, 47, 'Female', 97.00325529133858, 1.7352571790500306, 0.13095977577352175, 33, 32.21503512166474, 89, 'High Risk'),
(126949, 98, 17, '05:46.1', 37.23076648880539, 99.95364012961802, 139, 82, 76, 'Male', 52.74607805, 1.6819828908498715, 0.11415359382126625, 57, 18.644340483166065, 101, 'High Risk'),
(126950, 90, 17, '04:46.1', 36.809620216864985, 96.95971313065263, 131, 83, 66, 'Female', 53.08368589563423, 1.7583247191448446, 0.085627763, 48, 17.16970792865817, 99, 'High Risk'),
(126951, 65, 17, '03:46.1', 36.64651434752618, 98.25199968762668, 126, 80, 63, 'Male', 94.69660552186382, 1.922225953356572, 0.053379414, 46, 25.62863867807626, 95.33333333333333, 'Low Risk'),
(126952, 97, 12, '02:46.1', 36.685942800081826, 96.53148606201242, 111, 89, 25, 'Female', 82.85251804228109, 1.5436423057965705, 0.091225031, 22, 34.77061456899581, 96.33333333333333, 'High Risk'),
(126953, 93, 12, '01:46.1', 36.17060359760281, 95.58269229938601, 124, 87, 80, 'Male', 51.24191020488548, 1.6498420652839099, 0.051367885, 37, 18.825241932346056, 99.33333333333333, 'High Risk'),
(126954, 72, 19, '00:46.1', 36.69826154007615, 98.15063532275684, 114, 87, 36, 'Female', 99.06372044234149, 1.9236962687508352, 0.14620020607713524, 27, 26.769584419646538, 96, 'Low Risk'),
(126955, 64, 16, '59:46.1', 36.94980671517557, 99.78237047650126, 127, 74, 73, 'Male', 76.88892419420007, 1.5086271084907494, 0.11798293518825109, 53, 33.783136649580726, 91.66666666666666, 'High Risk'),
(126956, 94, 14, '58:46.1', 36.949294898032186, 95.88892683785366, 116, 79, 32, 'Female', 86.29645457817381, 1.8407127179308695, 0.068352653, 37, 25.469529804806434, 91.33333333333333, 'High Risk'),
(126957, 91, 14, '57:46.1', 37.19324906450577, 96.80547513471498, 124, 82, 81, 'Female', 95.10129674, 1.8199440432019258, 0.098234064, 42, 28.712457700224398, 96, 'High Risk'),
(126958, 78, 17, '56:46.1', 36.10401271294624, 95.79465840832798, 132, 76, 66, 'Male', 99.04654231236285, 1.9635556366882871, 0.06567635, 56, 25.689337019132992, 94.66666666666666, 'Low Risk'),
(126959, 89, 16, '55:46.1', 37.32376565844094, 95.77017065200222, 118, 75, 59, 'Female', 58.60014810681933, 1.6012347466494228, 0.086346317, 43, 22.855393467143507, 89.33333333333333, 'Low Risk'),
(126960, 82, 16, '54:46.1', 37.15645889963981, 98.64092660338535, 138, 72, 54, 'Female', 87.17589065, 1.5260026203316952, 0.1172026637943946, 66, 37.43568932057438, 94, 'High Risk'),
(126961, 68, 15, '53:46.1', 37.39941515920349, 98.74888164974524, 126, 78, 84, 'Female', 74.67161726509863, 1.5673984483926606, 0.091791322, 48, 30.39462100778278, 94, 'High Risk'),
(126962, 81, 13, '52:46.1', 36.25233495504236, 97.04837403928428, 123, 87, 53, 'Female', 67.11868227016272, 1.6452557788244926, 0.14630584565272736, 36, 24.795711329746986, 99, 'Low Risk'),
(126963, 79, 18, '51:46.1', 36.25890010943674, 96.30802470749103, 138, 76, 76, 'Male', 73.43290591334797, 1.5584008698598806, 0.073236601, 62, 30.23655795048334, 96.66666666666666, 'High Risk'),
(126964, 89, 12, '50:46.1', 36.65966817677067, 95.25824919438641, 115, 75, 47, 'Female', 62.02291972978376, 1.6332584254213685, 0.10508411348296752, 40, 23.251040482654293, 88.33333333333333, 'Low Risk'),
(126965, 66, 15, '49:46.1', 36.04499713305525, 99.82795144, 138, 83, 85, 'Male', 71.99579127205251, 1.5122826478579487, 0.1394481038832044, 55, 31.48046734930672, 101.33333333333333, 'High Risk'),
(126966, 94, 13, '48:46.1', 36.51231372494241, 95.37521177, 137, 82, 89, 'Female', 87.21184617286562, 1.6462955301493922, 0.13212068552024603, 55, 32.178061843172635, 100.33333333333333, 'High Risk'),
(126967, 96, 12, '47:46.1', 36.44020983897387, 96.46725005148319, 135, 84, 44, 'Female', 82.11740660371021, 1.8803655622362216, 0.073263341, 51, 23.224728606057802, 101, 'High Risk'),
(126968, 63, 15, '46:46.1', 36.763022413624334, 95.92679325, 135, 75, 77, 'Female', 93.85614527082885, 1.7996311541762402, 0.065670867, 60, 28.97982161680248, 95, 'Low Risk'),
(126969, 99, 13, '45:46.1', 36.26510216766686, 99.10468636, 113, 85, 87, 'Female', 86.56234586497754, 1.8379081129183727, 0.051418061485977364, 28, 25.626035754621768, 94.33333333333333, 'High Risk'),
(126970, 98, 15, '44:46.1', 37.073075542272306, 99.60457402760316, 134, 76, 77, 'Female', 68.50830902, 1.7888863242576956, 0.14657520688579262, 58, 21.408082025428946, 95.33333333333333, 'High Risk'),
(126971, 74, 14, '43:46.1', 37.12664762554622, 95.04890279039004, 117, 87, 53, 'Male', 98.44704718982257, 1.8347566552593273, 0.095251526, 30, 29.24460441, 97, 'Low Risk'),
(126972, 81, 19, '42:46.1', 37.187015148841404, 97.30959297473152, 135, 75, 54, 'Female', 96.53044387860095, 1.8143853958688483, 0.082286771, 60, 29.322785273407238, 95, 'Low Risk'),
(126973, 69, 15, '41:46.1', 36.34791107126454, 97.64755649870429, 128, 80, 21, 'Female', 68.70258865486193, 1.5044412800317306, 0.099249462, 48, 30.35446748577654, 96, 'High Risk'),
(126974, 67, 12, '40:46.1', 36.87128074, 95.87887535803021, 133, 87, 21, 'Female', 72.04384036029026, 1.9206401244114426, 0.077476919, 46, 19.530117678526384, 102.33333333333333, 'Low Risk'),
(126975, 89, 12, '39:46.1', 36.86329751336493, 95.87235367, 110, 88, 34, 'Female', 78.08134655421367, 1.9286116333181427, 0.12181396533283606, 22, 20.992189114988378, 95.33333333333333, 'Low Risk'),
(126976, 77, 19, '38:46.1', 36.13255666132918, 95.19665169, 136, 78, 68, 'Female', 65.98115064035235, 1.6329748991897806, 0.1024657620568286, 58, 24.74348492719054, 97.33333333333333, 'Low Risk'),
(126977, 90, 12, '37:46.1', 37.440960877838336, 99.01265459291406, 112, 74, 67, 'Female', 67.74548390965961, 1.860478962725221, 0.11121295546950194, 38, 19.57180238479012, 86.66666666666667, 'Low Risk'),
(126978, 89, 19, '36:46.1', 37.21747769963477, 95.26988356078274, 125, 71, 69, 'Female', 58.19270792700109, 1.6450313286012488, 0.078698256, 54, 21.504047989229676, 89, 'Low Risk'),
(126979, 94, 13, '35:46.1', 37.407515390825196, 99.81527959313044, 126, 71, 54, 'Female', 68.12809858310916, 1.666676884, 0.1458981364138191, 55, 24.525814768385953, 89.33333333333333, 'High Risk'),
(126980, 94, 15, '34:46.1', 37.295397376883265, 96.64672075, 138, 74, 48, 'Male', 59.30760996972015, 1.7380466226048052, 0.14535208525553056, 64, 19.633041229936605, 95.33333333333333, 'High Risk'),
(126981, 82, 13, '33:46.1', 36.66343387874443, 98.00115627439781, 128, 70, 84, 'Male', 56.62066021749014, 1.590920534143045, 0.1270094021341986, 58, 22.37061658437594, 89.33333333333333, 'Low Risk'),
(126982, 85, 16, '32:46.1', 36.25736810767076, 96.57156569961238, 133, 85, 44, 'Male', 52.832394962961246, 1.7549481705659233, 0.1389780804691489, 48, 17.154248955896133, 101, 'High Risk'),
(126983, 64, 18, '31:46.1', 37.20154875, 95.35869724386501, 134, 76, 72, 'Female', 83.23765466, 1.6862815419493684, 0.11576427381166367, 58, 29.272489733917418, 95.33333333333333, 'Low Risk'),
(126984, 65, 13, '30:46.1', 36.76505336762768, 95.33578309582435, 113, 87, 41, 'Female', 94.18926910001042, 1.8898662472149363, 0.14247612447292363, 26, 26.371770614983642, 95.66666666666667, 'Low Risk'),
(126985, 90, 15, '29:46.1', 37.01707789477232, 97.75461572631545, 133, 80, 53, 'Male', 52.31415168672874, 1.8857254256353815, 0.10794320315960368, 53, 14.711680132293427, 97.66666666666666, 'High Risk'),
(126986, 79, 16, '28:46.1', 37.05610871828476, 96.17287933709659, 111, 70, 24, 'Male', 78.69825448375543, 1.520227570066615, 0.072462441, 41, 34.052412923397355, 83.66666666666667, 'High Risk'),
(126987, 66, 17, '27:46.1', 36.49250880419943, 95.85519463154155, 135, 89, 32, 'Male', 54.32477686699717, 1.8469141374286426, 0.10623295545000086, 46, 15.925920367418886, 104.33333333333333, 'High Risk'),
(126988, 71, 17, '26:46.1', 36.598447898786254, 98.33751013448344, 139, 71, 82, 'Female', 88.86029120182374, 1.5734784825907882, 0.057670484454975184, 68, 35.89104600461493, 93.66666666666666, 'High Risk'),
(126989, 77, 18, '25:46.1', 36.86031131800604, 98.88121375161995, 135, 86, 44, 'Male', 88.26921840304821, 1.6352656780765118, 0.077518508, 49, 33.00902053330002, 102.33333333333333, 'High Risk'),
(126990, 66, 12, '24:46.1', 36.21890096, 99.87911632889855, 123, 75, 60, 'Female', 88.14723625974726, 1.5835111244363056, 0.062741589, 48, 35.15332932011335, 91, 'High Risk'),
(126991, 68, 16, '23:46.1', 36.169675609316116, 99.72707879605115, 132, 89, 40, 'Male', 68.73917331082959, 1.9497123754343768, 0.10770007741740964, 43, 18.082697126553807, 103.33333333333333, 'High Risk'),
(126992, 99, 14, '22:46.1', 36.256722361877564, 96.75148031491933, 133, 85, 85, 'Male', 63.63524842218977, 1.8766312197454709, 0.098023308, 48, 18.06923931514711, 101, 'High Risk'),
(126993, 99, 18, '21:46.1', 36.87065494323001, 98.07754307658536, 124, 81, 19, 'Female', 66.50357759257908, 1.901065044755788, 0.09074338, 43, 18.401408058590167, 95.33333333333333, 'High Risk'),
(126994, 74, 15, '20:46.1', 36.38181386072125, 99.45355239, 123, 87, 79, 'Male', 58.09279363028529, 1.613060894, 0.11004025292786915, 36, 22.326504627882407, 99, 'Low Risk'),
(126995, 64, 13, '19:46.1', 36.45427083431987, 98.88547831410534, 112, 79, 58, 'Female', 65.04986658114818, 1.8681772554677405, 0.10759860234074259, 33, 18.63846958936688, 90, 'Low Risk'),
(126996, 72, 12, '18:46.1', 36.081118604273854, 98.21831752588517, 113, 78, 27, 'Female', 54.44969610280573, 1.795265944574429, 0.1293105531209114, 35, 16.89420948413032, 89.66666666666667, 'High Risk'),
(126997, 85, 14, '17:46.1', 36.690955390571766, 97.12677905593476, 110, 87, 28, 'Female', 94.50762472, 1.564701178168944, 0.090652111, 23, 38.60148647964497, 94.66666666666667, 'High Risk'),
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(127173, 66, 19, '21:46.1', 36.82468320329238, 99.30529029360564, 122, 82, 45, 'Male', 50.04377728051792, 1.8863072408187902, 0.10225999150727555, 40, 14.064529843518843, 95.33333333333333, 'High Risk'),
(127174, 82, 13, '20:46.1', 37.275824976091215, 98.98493967, 128, 83, 26, 'Female', 95.13330311, 1.6121181718110413, 0.079453079, 45, 36.604866670686256, 98, 'High Risk'),
(127175, 96, 17, '19:46.1', 36.59989478893639, 96.06325513366586, 127, 81, 24, 'Male', 62.727331494080616, 1.6090544437880974, 0.094516767, 46, 24.227875555423907, 96.33333333333333, 'High Risk'),
(127176, 66, 17, '18:46.1', 37.47489282962337, 98.79018225652476, 134, 85, 23, 'Female', 65.67386821689536, 1.5177637049837047, 0.1251885738276669, 49, 28.509150124670228, 101.33333333333333, 'Low Risk'),
(127177, 83, 12, '17:46.1', 37.469403102937434, 95.01014581628199, 136, 85, 75, 'Female', 88.35734332934354, 1.7105358674648388, 0.069800905, 51, 30.19800683131303, 102, 'High Risk'),
(127178, 79, 13, '16:46.1', 37.02039165382232, 98.90649849482772, 136, 73, 34, 'Female', 54.18093445838292, 1.7082210360519872, 0.071556113, 63, 18.567710646460753, 94, 'Low Risk'),
(127179, 65, 18, '15:46.1', 36.10786387887217, 97.47272190366336, 138, 85, 34, 'Male', 53.04278386588436, 1.9870540351842476, 0.14114164614168112, 53, 13.434049822823042, 102.66666666666666, 'High Risk'),
(127180, 96, 16, '14:46.1', 37.34296733679709, 95.97339264798681, 114, 73, 47, 'Female', 80.91839988245482, 1.6726285959503757, 0.11015648375683028, 41, 28.923327255067168, 86.66666666666667, 'High Risk'),
(127181, 75, 19, '13:46.1', 36.81352007497062, 99.33592036570954, 127, 81, 83, 'Female', 82.71385619920144, 1.7124460786714493, 0.090960566, 46, 28.206191998210283, 96.33333333333333, 'Low Risk'),
(127182, 85, 16, '12:46.1', 36.33666433441836, 95.08675822059195, 132, 80, 60, 'Male', 82.88481577799566, 1.8384675975183993, 0.1425369153378019, 52, 24.522402508853336, 97.33333333333333, 'Low Risk'),
(127183, 62, 18, '11:46.1', 36.95970641164765, 98.93880512570533, 118, 85, 32, 'Female', 92.08671016, 1.6934855259807855, 0.13170270726539857, 33, 32.10953228647288, 96, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(127184, 92, 19, '10:46.1', 37.07604325593911, 98.67392468621823, 113, 82, 82, 'Female', 92.48102368, 1.9054264809112949, 0.060617325, 31, 25.472304350059414, 92.33333333333333, 'High Risk'),
(127185, 91, 14, '09:46.1', 36.594778144684696, 97.69932503157226, 115, 78, 45, 'Male', 95.96234929201778, 1.6240367308459838, 0.13176076386453284, 37, 36.383893907937875, 90.33333333333333, 'High Risk'),
(127186, 95, 15, '08:46.1', 36.387286099405024, 96.37675768189902, 111, 75, 48, 'Male', 52.05692613417213, 1.7318491899678798, 0.08502425, 36, 17.356349172326432, 87, 'High Risk'),
(127187, 90, 16, '07:46.1', 36.49333578306142, 95.70834118791126, 132, 82, 21, 'Female', 88.85104238241776, 1.5516267185071175, 0.14355402210169765, 50, 36.905239530161964, 98.66666666666666, 'High Risk'),
(127188, 94, 15, '06:46.1', 37.17679190445815, 99.81408291233062, 119, 85, 53, 'Male', 57.67629157583966, 1.981432598158671, 0.14481111978327071, 34, 14.690572519321664, 96.33333333333333, 'High Risk'),
(127189, 85, 18, '05:46.1', 36.26863668032314, 99.00967864603392, 121, 84, 48, 'Male', 67.75296588344528, 1.8245425467107366, 0.081219365, 37, 20.352619849263117, 96.33333333333333, 'Low Risk'),
(127190, 84, 18, '04:46.1', 37.38994921320894, 95.82529520487655, 133, 79, 63, 'Male', 55.75098836805589, 1.6254406798817504, 0.11844397560700316, 54, 21.101353925000225, 97, 'Low Risk'),
(127191, 71, 14, '03:46.1', 36.08710562342576, 98.70854038165729, 129, 76, 54, 'Female', 81.26300087039235, 1.8523084919774264, 0.096715974, 53, 23.68460904340021, 93.66666666666666, 'Low Risk'),
(127192, 88, 17, '02:46.1', 36.371978880671115, 97.37198712, 129, 86, 21, 'Male', 71.72842671, 1.8362271517437727, 0.11822258438962237, 43, 21.27347784502979, 100.33333333333333, 'Low Risk'),
(127193, 88, 19, '01:46.1', 37.29016906469192, 98.23557859705672, 114, 76, 18, 'Female', 70.26172914432495, 1.6451652880600005, 0.083990093, 38, 25.95970532666957, 88.66666666666667, 'Low Risk'),
(127194, 67, 19, '00:46.1', 36.94434527662737, 98.36771944812168, 136, 75, 78, 'Male', 68.62780916, 1.9637163293298094, 0.054924877, 61, 17.79682917500948, 95.33333333333333, 'High Risk'),
(127195, 96, 13, '59:46.1', 37.391491349072226, 95.40667883884659, 121, 84, 43, 'Male', 91.92839026008063, 1.6266390505024204, 0.13237772295783426, 37, 34.74299605842076, 96.33333333333333, 'High Risk'),
(127196, 91, 12, '58:46.1', 37.089217829677864, 98.01528781145818, 139, 87, 24, 'Female', 72.44317439480061, 1.6026512531234998, 0.081498399, 52, 28.20456575, 104.33333333333333, 'High Risk'),
(127197, 77, 15, '57:46.1', 36.83595496280459, 95.95696732986673, 120, 83, 46, 'Male', 88.76121603997727, 1.5465530233469185, 0.14442313212599672, 37, 37.11022733807043, 95.33333333333333, 'High Risk'),
(127198, 83, 13, '56:46.1', 37.14308424, 97.16966280456107, 116, 73, 61, 'Male', 66.67438364252706, 1.8883403284921776, 0.1462222752791713, 43, 18.698142836845367, 87.33333333333333, 'Low Risk'),
(127199, 78, 18, '55:46.1', 36.00142204167163, 95.95249116437972, 116, 89, 25, 'Female', 70.50829729487883, 1.5991639233737769, 0.13689012450383198, 27, 27.571110553712856, 98, 'Low Risk'),
(127200, 67, 12, '54:46.1', 36.110241864352076, 97.09970017978944, 118, 81, 21, 'Female', 50.78568593, 1.6124527388192287, 0.058749326865977086, 37, 19.532927315641604, 93.33333333333333, 'Low Risk'),
(127201, 74, 16, '53:46.1', 37.24518164592481, 96.60943344, 127, 88, 80, 'Male', 96.68962250916329, 1.8582407745598695, 0.098298643, 39, 28.001151667199665, 101, 'Low Risk'),
(127202, 94, 18, '52:46.1', 36.758489399602226, 99.97085108929552, 133, 70, 64, 'Female', 51.43382741350136, 1.7218873221809274, 0.1233031523470265, 63, 17.347599469221027, 91, 'High Risk'),
(127203, 63, 15, '51:46.1', 36.348239193213644, 99.82974822835543, 127, 84, 69, 'Male', 86.28301938165674, 1.8038704328993074, 0.084965787, 43, 26.516405639419666, 98.33333333333333, 'Low Risk'),
(127204, 77, 13, '50:46.1', 36.96529281011919, 95.68875169494078, 116, 78, 88, 'Female', 75.81757225955371, 1.9211172993083112, 0.1447623356608908, 38, 20.542916851501488, 90.66666666666667, 'Low Risk'),
(127205, 73, 15, '49:46.1', 36.25856236902485, 97.2207659, 128, 70, 39, 'Male', 58.486346552140375, 1.6543114176573392, 0.099778422, 58, 21.37075960095635, 89.33333333333333, 'Low Risk'),
(127206, 66, 12, '48:46.1', 36.46633797054928, 96.82232352392433, 127, 80, 72, 'Male', 64.31870429920244, 1.5205205581064405, 0.095975766, 47, 27.81971613278638, 95.66666666666667, 'Low Risk'),
(127207, 65, 12, '47:46.1', 36.57126741603268, 96.42779504704805, 113, 81, 89, 'Male', 60.80005673565458, 1.661428343018469, 0.088801669, 32, 22.026259652540688, 91.66666666666667, 'Low Risk'),
(127208, 99, 16, '46:46.1', 36.590523120495355, 98.85661829308484, 139, 74, 20, 'Male', 67.52000131382492, 1.9638638741041365, 0.073227271, 65, 17.50691727629508, 95.66666666666666, 'High Risk'),
(127209, 66, 15, '45:46.1', 36.88779676218033, 97.07894828033648, 122, 74, 81, 'Male', 88.41040674388078, 1.520191111677708, 0.12990522862323983, 48, 38.25665643, 90, 'High Risk'),
(127210, 73, 13, '44:46.1', 37.07750485216877, 98.01249240930146, 114, 79, 69, 'Female', 57.06302292651849, 1.5364601064945322, 0.063022299, 35, 24.17197841869968, 90.66666666666667, 'Low Risk'),
(127211, 94, 17, '43:46.1', 36.29733655379619, 98.91682960748216, 120, 89, 29, 'Female', 78.98137084, 1.6011077835867595, 0.060145407, 31, 30.8094205, 99.33333333333333, 'High Risk'),
(127212, 83, 15, '42:46.1', 36.96517733484697, 98.87826185647256, 121, 76, 41, 'Male', 69.02623558083675, 1.7285932608772479, 0.064540311, 45, 23.100881816754065, 91, 'Low Risk'),
(127213, 75, 16, '41:46.1', 36.120773605025306, 99.19020815378092, 124, 82, 61, 'Male', 59.39444444254049, 1.7009372076002092, 0.12686712773138464, 42, 20.529069346466972, 96, 'Low Risk'),
(127214, 62, 14, '40:46.1', 36.78889355, 99.11118500863647, 132, 73, 75, 'Female', 51.7731533, 1.5901466300974696, 0.051125944, 59, 20.475299855606853, 92.66666666666666, 'Low Risk'),
(127215, 86, 14, '39:46.1', 36.66308394757702, 95.46832002388928, 111, 70, 18, 'Female', 53.86792681975411, 1.7326002054777272, 0.10665716359727334, 41, 17.944589931627547, 83.66666666666667, 'High Risk'),
(127216, 61, 18, '38:46.1', 37.377348626393214, 98.04285631778599, 114, 70, 68, 'Male', 62.167708640009906, 1.531453945386228, 0.069945639, 44, 26.5067803, 84.66666666666667, 'Low Risk'),
(127217, 87, 12, '37:46.1', 36.60237382827592, 98.05320240325345, 127, 88, 84, 'Female', 61.93652613871697, 1.6125396442973918, 0.12048661527605845, 39, 23.819138083096423, 101, 'Low Risk'),
(127218, 98, 15, '36:46.1', 36.95625434687395, 97.52912340159239, 130, 88, 36, 'Female', 58.93675351105413, 1.6660192284973283, 0.13595973621903595, 42, 21.233725088657188, 102, 'High Risk'),
(127219, 73, 19, '35:46.1', 36.36720479654638, 96.15041731514975, 135, 84, 80, 'Male', 87.57343762112566, 1.6087532001955038, 0.092132331, 51, 33.83713236357536, 101, 'High Risk'),
(127220, 71, 13, '34:46.1', 37.46942678, 99.80377632579547, 127, 76, 19, 'Female', 78.57843497437138, 1.8212971051006883, 0.11599529512388995, 51, 23.688730124980275, 93, 'Low Risk'),
(127221, 90, 17, '33:46.1', 36.013049582491966, 97.70069334939208, 111, 75, 81, 'Male', 95.79475315338337, 1.8672312093148924, 0.072203167, 36, 27.475495120775186, 87, 'Low Risk'),
(127222, 93, 19, '32:46.1', 36.03791291, 96.87238400660227, 122, 79, 45, 'Male', 79.07967171562801, 1.6551096125311835, 0.11695066359141017, 43, 28.867643662657404, 93.33333333333333, 'High Risk'),
(127223, 82, 19, '31:46.1', 37.31312086597023, 96.81972847988621, 121, 88, 63, 'Female', 99.41663493865508, 1.5451314353078176, 0.073659763, 33, 41.64167617554037, 99, 'High Risk'),
(127224, 71, 18, '30:46.1', 36.35469053039065, 98.29369696638543, 114, 73, 31, 'Female', 99.94475331044593, 1.7320626249095334, 0.14681986567109706, 41, 33.31446317643646, 86.66666666666667, 'High Risk'),
(127225, 61, 13, '29:46.1', 36.371113534171585, 99.38576172111928, 124, 88, 88, 'Male', 70.96808899922985, 1.519872096636089, 0.13112799650058263, 36, 30.72196762611544, 100, 'High Risk'),
(127226, 66, 14, '28:46.1', 36.12918459330171, 95.21864752851964, 117, 80, 34, 'Male', 77.47860387684045, 1.9328842097714645, 0.11532857981405659, 37, 20.738154703665995, 92.33333333333333, 'Low Risk'),
(127227, 81, 13, '27:46.1', 36.33729067, 95.3135961, 110, 81, 64, 'Female', 56.84624219746103, 1.7118706369982564, 0.051305405, 29, 19.398130452083205, 90.66666666666667, 'Low Risk'),
(127228, 76, 13, '26:46.1', 36.76039747935251, 96.08123846717562, 114, 88, 18, 'Female', 94.51814963615945, 1.9070071450470567, 0.071591521, 26, 25.990256791045958, 96.66666666666667, 'Low Risk'),
(127229, 81, 17, '25:46.1', 36.96298410515774, 97.94987970636771, 111, 70, 66, 'Female', 72.83933688983154, 1.5783631046491704, 0.14240326796258934, 41, 29.238301664214486, 83.66666666666667, 'Low Risk'),
(127230, 82, 16, '24:46.1', 36.64485499651594, 98.28595754299867, 124, 85, 75, 'Male', 67.26589023696964, 1.8503375408882938, 0.13150430784741524, 39, 19.646852014541363, 98, 'Low Risk'),
(127231, 66, 16, '23:46.1', 36.03801184371999, 99.85204363965808, 124, 80, 23, 'Female', 52.96003206484453, 1.8700530431390363, 0.073903992, 44, 15.14399260393209, 94.66666666666667, 'High Risk'),
(127232, 98, 12, '22:46.1', 36.53102645707117, 99.78515410748292, 118, 76, 33, 'Female', 87.66567196092873, 1.679920241, 0.11263087727471621, 42, 31.06363254886531, 90, 'High Risk'),
(127233, 67, 16, '21:46.1', 36.72321494440191, 97.95590502967225, 116, 74, 89, 'Female', 93.31098275523061, 1.504907190584017, 0.073771941, 42, 41.20152859622104, 88, 'High Risk'),
(127234, 63, 16, '20:46.1', 37.34088821023191, 96.22571100351215, 139, 78, 81, 'Female', 67.65705010994314, 1.658294770255008, 0.127284843, 61, 24.603086648006286, 98.33333333333333, 'Low Risk'),
(127235, 67, 13, '19:46.1', 37.326150156354466, 97.46517619668582, 117, 80, 25, 'Male', 59.78656385132497, 1.7971215508088572, 0.10479449097400734, 37, 18.511801692141525, 92.33333333333333, 'Low Risk'),
(127236, 83, 16, '18:46.1', 36.17541494887111, 98.57074017975737, 112, 86, 40, 'Male', 54.09138992425978, 1.7637750913088823, 0.050300378237760617, 26, 17.387683689796972, 94.66666666666667, 'High Risk'),
(127237, 65, 17, '17:46.1', 36.82210795448527, 99.23985135, 135, 86, 68, 'Female', 53.2688638, 1.5362801799319827, 0.091895377, 49, 22.570052973722852, 102.33333333333333, 'Low Risk'),
(127238, 74, 14, '16:46.1', 36.018969266836194, 98.92717355346197, 123, 80, 73, 'Female', 75.27528940832849, 1.8655325956575075, 0.10581572187510044, 43, 21.62951346594674, 94.33333333333333, 'Low Risk'),
(127239, 89, 19, '15:46.1', 36.52280171317774, 99.43179778431589, 125, 83, 39, 'Female', 57.029864221030145, 1.9151817089045176, 0.13783162738440477, 42, 15.548280500367584, 97, 'High Risk'),
(127240, 63, 13, '14:46.1', 37.16543614084751, 98.84885737, 128, 88, 57, 'Male', 81.56709102505238, 1.8335974844330627, 0.072680078, 40, 24.260903207583002, 101.33333333333333, 'Low Risk'),
(127241, 67, 16, '13:46.1', 37.29571895846542, 99.97949474904264, 131, 86, 57, 'Female', 58.59259727, 1.6591721432635917, 0.076902502, 45, 21.284323674285385, 101, 'Low Risk'),
(127242, 63, 13, '12:46.1', 36.160689064131766, 98.96007878502286, 139, 83, 85, 'Male', 99.07862985604993, 1.5683225610555176, 0.14811693219661037, 56, 40.28183184, 101.66666666666666, 'High Risk'),
(127243, 72, 13, '11:46.1', 37.07287392783247, 96.60932421225263, 120, 87, 66, 'Male', 87.11594162641087, 1.7583947260705104, 0.081440587, 33, 28.17506263659979, 98, 'Low Risk'),
(127244, 80, 13, '10:46.1', 37.05144871346717, 98.25485061430513, 126, 80, 75, 'Male', 56.121980857913655, 1.8021982056930528, 0.12791355454481912, 46, 17.279369251183176, 95.33333333333333, 'High Risk'),
(127245, 75, 14, '09:46.1', 36.802585465957904, 95.82249540687508, 111, 80, 78, 'Male', 54.63427578210803, 1.963351014931472, 0.13243170452346575, 31, 14.17324479050064, 90.33333333333333, 'High Risk'),
(127246, 78, 14, '08:46.1', 36.63439143350856, 95.35152775, 130, 74, 84, 'Female', 87.32990407038784, 1.6297960179620117, 0.056816913, 56, 32.87732527141957, 92.66666666666666, 'High Risk'),
(127247, 62, 17, '07:46.1', 37.07093149630294, 95.79010838064616, 123, 77, 49, 'Male', 66.37626506, 1.7633784551845144, 0.1438709222270313, 46, 21.34625782851984, 92.33333333333333, 'Low Risk'),
(127248, 95, 16, '06:46.1', 36.49473244005142, 99.12577418313641, 131, 78, 56, 'Female', 54.19992850642276, 1.925955808783808, 0.1454478876894122, 53, 14.611879354035795, 95.66666666666666, 'High Risk'),
(127249, 64, 16, '05:46.1', 36.26430691629449, 99.24442197918516, 111, 75, 85, 'Male', 74.19171222393607, 1.9133989329733208, 0.062156091, 36, 20.264894126918662, 87, 'Low Risk'),
(127250, 95, 14, '04:46.1', 36.32942409375343, 97.61603076510188, 137, 76, 25, 'Male', 62.19527378102846, 1.6380800543545848, 0.14150011415832137, 61, 23.178596720196975, 96.33333333333333, 'High Risk'),
(127251, 85, 12, '03:46.1', 36.900472990560644, 96.11600028, 130, 71, 63, 'Male', 67.64228504260376, 1.7866701139922767, 0.12308842814101927, 59, 21.189930111750712, 90.66666666666666, 'Low Risk'),
(127252, 89, 12, '02:46.1', 36.80236111196212, 99.17727593640679, 127, 77, 56, 'Male', 99.44841146719668, 1.645465634451087, 0.098789934, 50, 36.729939870121605, 93.66666666666666, 'High Risk'),
(127253, 62, 15, '01:46.1', 37.30987711554783, 97.82322751534642, 127, 85, 39, 'Female', 65.83406845, 1.789998427124359, 0.071592362, 42, 20.54685688612832, 99, 'Low Risk'),
(127254, 80, 19, '00:46.1', 36.14178925599193, 95.75138141494065, 119, 81, 33, 'Male', 90.09301147859978, 1.7786877472913318, 0.12079464971076188, 38, 28.47683227190323, 93.66666666666667, 'Low Risk'),
(127255, 73, 15, '59:46.1', 37.10371212006763, 97.64329747123118, 119, 79, 77, 'Female', 72.56355114636821, 1.774793565357062, 0.088291124, 40, 23.03683635739236, 92.33333333333333, 'Low Risk'),
(127256, 67, 15, '58:46.1', 36.03120667, 99.68683509051445, 128, 86, 58, 'Female', 61.22468805179492, 1.9051595564754453, 0.096975686, 42, 16.868010935979914, 100, 'High Risk'),
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(127432, 62, 12, '02:46.1', 36.54012000190182, 97.45627710440169, 130, 81, 39, 'Female', 56.73855848774661, 1.8409162542524675, 0.1030774705573076, 49, 16.74211163, 97.33333333333333, 'High Risk'),
(127433, 79, 19, '01:46.1', 36.783850519749805, 98.11291437784689, 121, 73, 50, 'Male', 97.74092416538005, 1.7727363070856856, 0.078420114, 48, 31.10198890332372, 89, 'High Risk'),
(127434, 83, 13, '00:46.1', 37.23236492555448, 98.56535720990365, 133, 80, 32, 'Female', 85.14901157801017, 1.528338418309065, 0.10564101931700329, 53, 36.45361063267578, 97.66666666666666, 'High Risk'),
(127435, 73, 16, '59:46.1', 37.389258102331965, 99.64721926226981, 125, 86, 27, 'Female', 84.62467702196945, 1.7088966940951056, 0.052258008593300445, 39, 28.97779961648464, 99, 'Low Risk'),
(127436, 99, 15, '58:46.1', 37.041199979949525, 97.80310693864777, 113, 85, 60, 'Male', 99.66656433491275, 1.8959519208490216, 0.1401876724129891, 28, 27.726487046048586, 94.33333333333333, 'High Risk'),
(127437, 83, 18, '57:46.1', 37.43610946716718, 97.64592479274172, 129, 85, 67, 'Female', 88.26452892346248, 1.7323291167304722, 0.067982718, 44, 29.41205691320082, 99.66666666666667, 'Low Risk'),
(127438, 99, 16, '56:46.1', 36.84140352945597, 99.13171216511311, 132, 77, 77, 'Female', 70.58882126097468, 1.728323783658828, 0.099120977, 55, 23.631196805207143, 95.33333333333333, 'High Risk'),
(127439, 62, 16, '55:46.1', 36.57141285276144, 98.40762513370119, 127, 78, 82, 'Male', 91.18477159112626, 1.9545911455601086, 0.1371016942076651, 49, 23.867693956683848, 94.33333333333333, 'Low Risk'),
(127440, 73, 16, '54:46.1', 36.97273050550517, 99.49708402443099, 135, 80, 51, 'Female', 53.21940241, 1.5617326099247855, 0.14711302366017126, 55, 21.82009495535722, 98.33333333333333, 'Low Risk'),
(127441, 93, 15, '53:46.1', 36.36839751535914, 97.18542115952198, 124, 70, 51, 'Male', 51.084548042537826, 1.5728352916936963, 0.10382912582656649, 54, 20.650143054985417, 88, 'High Risk'),
(127442, 83, 18, '52:46.1', 36.845207908560866, 99.70364574345327, 137, 76, 88, 'Female', 96.77017273611902, 1.5967918004298283, 0.10206904073932059, 61, 37.95289671814166, 96.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(127444, 98, 13, '50:46.1', 36.21369964958849, 97.81302834450214, 123, 78, 86, 'Male', 70.16437220349069, 1.8323693058660455, 0.14713892922116573, 45, 20.897321639042026, 93, 'High Risk'),
(127445, 86, 12, '49:46.1', 37.11885995258325, 97.81434818958873, 119, 83, 53, 'Male', 60.582537636299364, 1.827532449793069, 0.13186660638371286, 36, 18.139163970397647, 95, 'High Risk'),
(127446, 81, 18, '48:46.1', 36.120063982890755, 97.80992532109053, 136, 76, 35, 'Male', 70.79901771781445, 1.761938323351901, 0.13528931179720244, 60, 22.80582715556585, 96, 'Low Risk'),
(127447, 87, 17, '47:46.1', 37.43776430077848, 96.74156119667657, 131, 75, 70, 'Female', 68.79484723, 1.777245737455253, 0.11636038075698005, 56, 21.780154089461664, 93.66666666666666, 'Low Risk'),
(127448, 60, 19, '46:46.1', 36.40340328, 96.16060769614371, 124, 70, 41, 'Male', 58.537662534968874, 1.803641576898798, 0.1478169655400468, 54, 17.994297680134192, 88, 'High Risk'),
(127449, 69, 18, '45:46.1', 36.96677218455671, 98.72389865014665, 130, 80, 52, 'Male', 88.57513512885782, 1.904643950159583, 0.12258560609677084, 50, 24.416545572376858, 96.66666666666666, 'Low Risk'),
(127450, 77, 15, '44:46.1', 36.76165524336399, 95.02942740520785, 120, 78, 61, 'Female', 86.55307491129841, 1.8224994764827667, 0.1491069310750377, 42, 26.05839583666344, 92, 'Low Risk'),
(127451, 94, 19, '43:46.1', 36.276472543243095, 98.07500036445117, 111, 83, 85, 'Female', 73.45090493687238, 1.96250728, 0.085151389, 28, 19.071049696614406, 92.33333333333333, 'High Risk'),
(127452, 90, 17, '42:46.1', 37.14117927174192, 95.18057298765758, 110, 84, 63, 'Male', 91.68562368434912, 1.868371132, 0.063126403, 26, 26.264851328355338, 92.66666666666667, 'Low Risk'),
(127453, 67, 17, '41:46.1', 37.19668975, 95.48626379184188, 110, 79, 72, 'Male', 69.25573262747743, 1.509312617984135, 0.050351021, 31, 30.40166172, 89.33333333333333, 'High Risk'),
(127454, 73, 14, '40:46.1', 36.636600752618214, 96.57328376998316, 124, 72, 86, 'Male', 89.65592577, 1.5388956194707517, 0.058914187, 52, 37.85826200466358, 89.33333333333333, 'High Risk'),
(127455, 78, 17, '39:46.1', 37.49476133730873, 98.96097468667307, 111, 84, 41, 'Female', 62.000080453676645, 1.9402326457004975, 0.12194566529886078, 27, 16.469660158159616, 93, 'High Risk'),
(127456, 95, 19, '38:46.1', 37.17743343672348, 95.18378615181375, 136, 75, 35, 'Female', 65.76136614572522, 1.8195006225587589, 0.10827695025807602, 61, 19.863986424744912, 95.33333333333333, 'High Risk'),
(127457, 75, 12, '37:46.1', 36.92113604485595, 98.92533857, 138, 80, 87, 'Female', 96.06575016374049, 1.847314339061034, 0.13254079685241515, 58, 28.15055593, 99.33333333333333, 'Low Risk'),
(127458, 97, 17, '36:46.1', 36.202888242213014, 96.10355084051608, 132, 76, 65, 'Female', 58.67869304381672, 1.6528923995645706, 0.081575464, 56, 21.477872842341924, 94.66666666666666, 'High Risk'),
(127459, 73, 16, '35:46.1', 36.928897041977216, 95.11102198568032, 120, 88, 32, 'Male', 70.73201135825994, 1.7856119775770938, 0.098386675, 32, 22.18410066, 98.66666666666667, 'Low Risk'),
(127460, 80, 12, '34:46.1', 37.414200498969905, 95.40096825423794, 113, 75, 30, 'Female', 83.26747808193205, 1.7365789194198926, 0.11595262497465782, 38, 27.61126867173139, 87.66666666666667, 'Low Risk'),
(127461, 87, 18, '33:46.1', 36.95911060428181, 95.57888581457317, 135, 75, 43, 'Female', 50.63684080228874, 1.6085203595983726, 0.060397011, 60, 19.571020774638434, 95, 'Low Risk'),
(127462, 83, 17, '32:46.1', 36.030173537461444, 99.12528707723392, 129, 85, 69, 'Male', 83.51575141936945, 1.6422368840595563, 0.070553216, 44, 30.966832781158395, 99.66666666666667, 'High Risk'),
(127463, 96, 14, '31:46.1', 36.25199457, 99.67141764867776, 130, 70, 75, 'Female', 90.90411054610794, 1.6017178618502006, 0.086387376, 60, 35.43329046, 90, 'High Risk'),
(127464, 91, 15, '30:46.1', 36.67634835037753, 99.28396276055243, 114, 85, 89, 'Female', 59.68870617, 1.6388618069354213, 0.14767285851260564, 29, 22.223246144386593, 94.66666666666667, 'High Risk'),
(127465, 72, 15, '29:46.1', 37.06101618, 98.43090658530588, 139, 80, 54, 'Female', 78.33870120841283, 1.8842679366353627, 0.090922839, 59, 22.064345574855633, 99.66666666666666, 'Low Risk'),
(127466, 88, 12, '28:46.1', 37.44857903794732, 95.25465618826557, 121, 79, 31, 'Female', 85.88945631849823, 1.8994125266341066, 0.084342322, 42, 23.806812853847948, 93, 'Low Risk'),
(127467, 92, 14, '27:46.1', 36.04527216202715, 98.90810893984714, 127, 83, 45, 'Male', 75.93144592941613, 1.8164527222687676, 0.099654249, 44, 23.013012456901265, 97.66666666666667, 'High Risk'),
(127468, 88, 12, '26:46.1', 37.252351344085184, 96.46270437228873, 119, 83, 37, 'Female', 73.14569952219192, 1.821079507406714, 0.11951064838564295, 36, 22.05621482165327, 95, 'Low Risk'),
(127469, 65, 17, '25:46.1', 36.091016304365326, 96.43639681071824, 117, 87, 77, 'Female', 66.71879416297276, 1.6531550613508372, 0.14261737394504032, 30, 24.41299185992331, 97, 'Low Risk'),
(127470, 77, 14, '24:46.1', 36.00183417004038, 96.63850837710372, 121, 78, 48, 'Female', 96.06065301832155, 1.7842411096658886, 0.081092613, 43, 30.174386695976036, 92.33333333333333, 'High Risk'),
(127471, 72, 17, '23:46.1', 36.700328763132866, 95.09813157104993, 119, 73, 82, 'Male', 51.583120868811314, 1.978051658056442, 0.12689796123569624, 46, 13.183549543730424, 88.33333333333333, 'High Risk'),
(127472, 72, 19, '22:46.1', 37.24407416472004, 95.83196271, 115, 75, 20, 'Male', 76.49332048342681, 1.7583739814525468, 0.10073153379977937, 40, 24.740075220420717, 88.33333333333333, 'Low Risk'),
(127473, 63, 17, '21:46.1', 36.71527287759512, 99.26880908665248, 126, 82, 25, 'Female', 94.15714626753861, 1.6315902479152946, 0.1490418694439024, 44, 35.369676335333565, 96.66666666666667, 'High Risk'),
(127474, 87, 15, '20:46.1', 37.423493113209204, 97.17827780739258, 113, 79, 26, 'Female', 80.95105160149669, 1.5188171865521045, 0.11519833354593284, 34, 35.092272179946626, 90.33333333333333, 'High Risk'),
(127475, 66, 19, '19:46.1', 37.393340725590605, 95.81231922570693, 132, 83, 85, 'Male', 94.74003235611687, 1.6008013803094112, 0.11701013530638009, 49, 36.97078129429986, 99.33333333333333, 'High Risk'),
(127476, 78, 18, '18:46.1', 36.42260614398202, 99.93989992271224, 122, 88, 51, 'Male', 72.61644260449853, 1.5825248921635076, 0.087765751, 34, 28.995718154137226, 99.33333333333333, 'Low Risk'),
(127477, 70, 17, '17:46.1', 36.03153205617438, 97.67104088204647, 113, 87, 29, 'Female', 69.65844250027584, 1.978096193580087, 0.1205629336370775, 26, 17.802416002740493, 95.66666666666667, 'High Risk'),
(127478, 69, 13, '16:46.1', 36.30851472959384, 98.41418480724505, 136, 87, 18, 'Male', 50.73655515008234, 1.5737791951045954, 0.07393941, 49, 20.48487778, 103.33333333333333, 'Low Risk'),
(127479, 82, 13, '15:46.1', 37.45603832583946, 95.73895342925537, 129, 89, 59, 'Male', 74.39212373754285, 1.8030177000585337, 0.080766879, 40, 22.88373852277132, 102.33333333333333, 'Low Risk'),
(127480, 71, 18, '14:46.1', 36.49900777657369, 96.93167269069964, 139, 71, 27, 'Female', 77.35564547866912, 1.8786460254919168, 0.1326422227214172, 68, 21.91805933494015, 93.66666666666666, 'Low Risk'),
(127481, 83, 16, '13:46.1', 37.267958816762494, 98.62112272467485, 128, 83, 39, 'Male', 79.19386661, 1.8856438898174903, 0.13399611234379813, 45, 22.272665329200922, 98, 'Low Risk'),
(127482, 60, 14, '12:46.1', 37.337613269445434, 97.05103977274024, 125, 72, 68, 'Male', 82.59718948870668, 1.673278111769894, 0.1347170551410522, 53, 29.500475069716153, 89.66666666666666, 'Low Risk'),
(127483, 96, 19, '11:46.1', 36.52725856059081, 97.28881007450286, 131, 77, 45, 'Male', 91.70170231743296, 1.5258540722986491, 0.063384291, 54, 39.38686329010731, 95, 'High Risk'),
(127484, 87, 16, '10:46.1', 36.63232616365546, 95.08766931333241, 123, 75, 71, 'Male', 85.10089633221128, 1.639453325494145, 0.13009893101023204, 48, 31.661830553634413, 91, 'High Risk'),
(127485, 60, 19, '09:46.1', 36.98141356213945, 98.12616599776118, 137, 85, 84, 'Male', 52.84727877672297, 1.6238904304026232, 0.057930518, 52, 20.040529147443607, 102.33333333333333, 'Low Risk'),
(127486, 79, 19, '08:46.1', 36.157272793108135, 95.07608458734946, 111, 78, 75, 'Male', 85.74534176479274, 1.765403256306843, 0.071359808, 33, 27.512033338049456, 89, 'Low Risk'),
(127487, 69, 12, '07:46.1', 36.886503368606185, 96.48788008738029, 120, 75, 29, 'Female', 71.67261391334037, 1.9527220184293905, 0.091265085, 45, 18.79630125404094, 90, 'Low Risk'),
(127488, 72, 19, '06:46.1', 36.11414296026814, 96.47404664, 129, 71, 44, 'Female', 96.14522607579823, 1.9512571027364916, 0.082412637, 58, 25.252171553229704, 90.33333333333333, 'Low Risk'),
(127489, 98, 15, '05:46.1', 36.67685720432423, 98.26814149448215, 134, 83, 39, 'Male', 73.91422204629853, 1.889231803362152, 0.054076113884858334, 51, 20.708923056513125, 100, 'High Risk'),
(127490, 69, 13, '04:46.1', 36.39658509922159, 95.14309712820156, 132, 75, 73, 'Male', 64.35118824468121, 1.8674458168486585, 0.057991572220562816, 57, 18.452726760730933, 94, 'High Risk'),
(127491, 93, 13, '03:46.1', 36.15214866127256, 96.47973450576369, 113, 86, 44, 'Female', 66.92285205749232, 1.524268607409354, 0.090788901, 27, 28.803909011319078, 95, 'High Risk'),
(127492, 99, 17, '02:46.1', 36.77005634, 98.09842354227554, 116, 73, 26, 'Female', 55.66469083041447, 1.5376883006494715, 0.066861092, 43, 23.541990553323124, 87.33333333333333, 'High Risk'),
(127493, 96, 15, '01:46.1', 36.22711245856059, 99.08370096907281, 132, 79, 69, 'Female', 75.75986197, 1.9992380077994647, 0.071876543, 53, 18.95440584934262, 96.66666666666666, 'High Risk'),
(127494, 74, 16, '00:46.1', 36.17793376570579, 95.81310069669836, 123, 81, 41, 'Female', 84.37433971377067, 1.9416733034055667, 0.1494164152906184, 42, 22.379896223782083, 95, 'Low Risk'),
(127495, 70, 14, '59:46.1', 36.713600876284154, 98.06450320020623, 126, 71, 68, 'Female', 51.16379016648997, 1.7688654129468682, 0.069037508, 55, 16.35208473104557, 89.33333333333333, 'High Risk'),
(127496, 72, 15, '58:46.1', 36.99904647520115, 95.61056466423143, 112, 80, 65, 'Male', 70.34231470940915, 1.9495206607319346, 0.051389083, 32, 18.508063079127076, 90.66666666666667, 'Low Risk'),
(127497, 71, 15, '57:46.1', 37.44223733583232, 98.32659872198553, 128, 80, 19, 'Female', 61.25322177742078, 1.5365972900936828, 0.086782242, 48, 25.942319913970735, 96, 'Low Risk'),
(127498, 69, 14, '56:46.1', 36.45423048389049, 98.03724218643848, 132, 83, 67, 'Female', 99.71533418350019, 1.8499550883476894, 0.094416732, 49, 29.13664743671377, 99.33333333333333, 'Low Risk'),
(127499, 93, 13, '55:46.1', 37.402261764163555, 98.60954601357852, 139, 87, 48, 'Male', 90.58920123408157, 1.7181161495736252, 0.098128407, 52, 30.68819818814149, 104.33333333333333, 'High Risk'),
(127500, 84, 19, '54:46.1', 37.38123456008926, 97.67705715878083, 125, 84, 31, 'Female', 63.95505355989779, 1.5676647965372363, 0.051825676, 41, 26.023664725349075, 97.66666666666667, 'Low Risk'),
(127501, 67, 19, '53:46.1', 36.276416108702755, 95.80237992973233, 132, 83, 40, 'Male', 60.75608477838475, 1.7409044291738247, 0.10570604168461945, 49, 20.046562808014343, 99.33333333333333, 'Low Risk'),
(127502, 72, 18, '52:46.1', 36.679794255719536, 98.4815937, 129, 72, 36, 'Female', 93.80120159959668, 1.8709788422133338, 0.13281141934496743, 57, 26.796041952192063, 91, 'Low Risk'),
(127503, 62, 13, '51:46.1', 36.02402931, 95.43836758, 120, 72, 32, 'Female', 62.64250062, 1.6049793128132128, 0.13470603970113604, 48, 24.318131804197634, 88, 'Low Risk'),
(127504, 64, 16, '50:46.1', 36.590038986086036, 97.38511418052444, 111, 75, 21, 'Female', 75.47203009739636, 1.5698127588652508, 0.10801963894814912, 36, 30.626003160001314, 87, 'High Risk'),
(127505, 96, 17, '49:46.1', 37.41526196890408, 99.64819716414206, 137, 82, 20, 'Female', 89.17625563693758, 1.787452386809358, 0.066042405, 55, 27.911313119042852, 100.33333333333333, 'High Risk'),
(127506, 98, 19, '48:46.1', 36.056509467134006, 97.16646966685832, 116, 82, 19, 'Male', 91.28548008106044, 1.8012335740833374, 0.078283002, 34, 28.13595347147968, 93.33333333333333, 'High Risk'),
(127507, 77, 15, '47:46.1', 36.29844318273312, 95.81203287420716, 139, 84, 71, 'Female', 81.88877209172674, 1.6748009575373695, 0.1488931204685483, 55, 29.194292702418476, 102.33333333333333, 'Low Risk'),
(127508, 66, 12, '46:46.1', 37.33912168308067, 96.79821716663244, 112, 77, 56, 'Female', 92.87760100144429, 1.9905265327839083, 0.06234485, 35, 23.44094130322662, 88.66666666666667, 'Low Risk'),
(127509, 99, 15, '45:46.1', 37.30628354854077, 98.4453447, 130, 79, 41, 'Male', 91.10058584570193, 1.9441957583803726, 0.12958439514030412, 51, 24.101339879132446, 96, 'High Risk'),
(127510, 67, 18, '44:46.1', 36.93415864394535, 97.17561475698727, 115, 84, 59, 'Female', 78.93655892362148, 1.6656154846485842, 0.10495239160879535, 31, 28.453041084228616, 94.33333333333333, 'Low Risk'),
(127511, 67, 14, '43:46.1', 36.52540295234655, 95.77207353706585, 118, 89, 68, 'Male', 99.76519887827305, 1.5562090793115524, 0.11986206012009855, 29, 41.19487440357943, 98.66666666666667, 'High Risk'),
(127512, 70, 15, '42:46.1', 36.37079206, 97.21641928641931, 120, 72, 32, 'Female', 65.40193532951444, 1.7096131719752317, 0.079561731, 48, 22.37664074392659, 88, 'Low Risk'),
(127513, 93, 17, '41:46.1', 36.277817439475506, 96.33158929993836, 130, 89, 57, 'Female', 52.95972217262803, 1.6701563106780228, 0.064833002, 41, 18.985911860669177, 102.66666666666667, 'High Risk'),
(127514, 79, 17, '40:46.1', 36.226194545878684, 99.77917832776866, 120, 75, 33, 'Female', 99.42455217367299, 1.703142385618494, 0.14418418632029548, 45, 34.27612587337914, 90, 'High Risk'),
(127515, 74, 15, '39:46.1', 36.666917797071804, 96.70591062179342, 130, 74, 23, 'Male', 54.115144417758316, 1.5508496819632673, 0.060414633683760745, 56, 22.499839034686435, 92.66666666666666, 'Low Risk'),
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(127692, 86, 17, '42:46.1', 37.09116186314279, 99.87003453572207, 135, 73, 86, 'Female', 65.22752514290559, 1.7307256157793784, 0.11992194919977243, 62, 21.775816981910026, 93.66666666666666, 'Low Risk'),
(127693, 87, 16, '41:46.1', 36.08639826046188, 97.67071609239316, 121, 84, 22, 'Female', 76.98874871222813, 1.714842673677524, 0.11910287064114233, 37, 26.180545811171903, 96.33333333333333, 'Low Risk'),
(127694, 78, 19, '40:46.1', 37.40049521986946, 95.7786483, 122, 86, 18, 'Male', 88.72437161492395, 1.5164266044323296, 0.05553387, 36, 38.58336859347374, 98, 'High Risk'),
(127695, 81, 18, '39:46.1', 36.95573833, 98.50772210814227, 114, 82, 38, 'Female', 88.19681313944534, 1.5357711088575272, 0.14157430628790146, 32, 37.393826286962295, 92.66666666666667, 'High Risk'),
(127696, 80, 19, '38:46.1', 36.40644044000032, 95.29704031537645, 131, 79, 43, 'Female', 79.34743534200933, 1.6769433322049474, 0.060564934, 52, 28.216043748602086, 96.33333333333333, 'Low Risk'),
(127697, 91, 15, '37:46.1', 37.278204260500125, 99.05628995991295, 121, 72, 22, 'Male', 64.08171637108208, 1.7282413893856392, 0.061213352, 49, 21.45484255650601, 88.33333333333333, 'High Risk'),
(127698, 91, 12, '36:46.1', 37.36480965193963, 96.54412793590672, 125, 78, 40, 'Male', 77.89568448955805, 1.592550925407797, 0.14715572527218068, 47, 30.71331828, 93.66666666666667, 'High Risk'),
(127699, 94, 19, '35:46.1', 36.08663573943235, 95.67003634730159, 131, 88, 25, 'Male', 90.10656648621526, 1.724700597149777, 0.078479471, 43, 30.292074324208503, 102.33333333333333, 'High Risk'),
(127700, 80, 16, '34:46.1', 36.74125288191105, 95.55152202367924, 114, 88, 71, 'Female', 85.02160164865887, 1.8514029760270378, 0.1410380308926127, 26, 24.804322368902614, 96.66666666666667, 'Low Risk'),
(127701, 85, 16, '33:46.1', 37.481987295448235, 96.62837008, 136, 72, 86, 'Male', 54.03063754697572, 1.5659773762622218, 0.10331395643757596, 64, 22.032771230529125, 93.33333333333333, 'Low Risk'),
(127702, 86, 19, '32:46.1', 36.83251891630448, 99.04101737843031, 112, 70, 70, 'Male', 98.93435204463786, 1.908767071671072, 0.053918162441833666, 42, 27.15446465012715, 84, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(127703, 81, 18, '31:46.1', 36.03947019008888, 99.92235396654249, 112, 84, 35, 'Female', 98.55810083410768, 1.8790489165969346, 0.06876882, 28, 27.91361949473879, 93.33333333333333, 'Low Risk'),
(127704, 87, 14, '30:46.1', 37.42300579089531, 96.06125421495435, 116, 84, 23, 'Male', 83.29862497988289, 1.7102584528020766, 0.1133009765787858, 32, 28.478318404815877, 94.66666666666667, 'Low Risk'),
(127705, 69, 19, '29:46.1', 37.222417963385624, 95.19166449346832, 137, 84, 29, 'Male', 66.74393760085954, 1.9368083026832772, 0.071556823, 53, 17.792564473572245, 101.66666666666666, 'High Risk'),
(127706, 69, 19, '28:46.1', 36.17380808244897, 98.09056477243783, 113, 89, 82, 'Male', 92.12160781531426, 1.755233521096132, 0.06547989, 24, 29.90141223582846, 97, 'Low Risk'),
(127707, 70, 14, '27:46.1', 37.42488225060793, 96.31428764648483, 119, 75, 40, 'Female', 82.26632850098792, 1.895091003242643, 0.14500309024369512, 44, 22.906670866411385, 89.66666666666667, 'Low Risk'),
(127708, 72, 12, '26:46.1', 36.43706491632143, 97.22573146953003, 120, 74, 31, 'Male', 75.92604063577056, 1.760959448282843, 0.08630009, 46, 24.484545283894988, 89.33333333333333, 'Low Risk'),
(127709, 88, 12, '25:46.1', 37.21283568096188, 97.85651442, 134, 71, 31, 'Male', 77.22213048343545, 1.6421777065784149, 0.1498424735629012, 63, 28.635282705438403, 92, 'Low Risk'),
(127710, 82, 17, '24:46.1', 36.01029144378468, 99.42269678007325, 112, 87, 72, 'Female', 56.62621989927906, 1.7217784541379402, 0.06191211, 25, 19.101304742711466, 95.33333333333333, 'Low Risk'),
(127711, 82, 13, '23:46.1', 36.53544373276924, 99.18189075019141, 117, 80, 66, 'Female', 79.38025793525698, 1.7470485984448123, 0.091923761, 37, 26.00773512898006, 92.33333333333333, 'Low Risk'),
(127712, 77, 14, '22:46.1', 37.35700227056515, 95.20688830317886, 115, 82, 24, 'Male', 73.67003222131746, 1.8409336669526142, 0.10514850507099764, 33, 21.737749486167026, 93, 'Low Risk'),
(127713, 73, 15, '21:46.1', 36.24779473435477, 96.71879819012558, 128, 77, 84, 'Male', 83.14158182456737, 1.6365160215566177, 0.053238765030954906, 51, 31.044006103053025, 94, 'High Risk'),
(127714, 67, 12, '20:46.1', 37.10114705946058, 99.15583202928035, 130, 78, 54, 'Male', 65.82361999858783, 1.998075473168132, 0.087496661, 52, 16.487620601160717, 95.33333333333333, 'High Risk'),
(127715, 99, 17, '19:46.1', 37.13080772814944, 97.65849406196428, 115, 72, 23, 'Male', 51.939057490381124, 1.6069846270046289, 0.055056292, 43, 20.11271131809462, 86.33333333333333, 'High Risk'),
(127716, 71, 12, '18:46.1', 36.40331320801858, 96.78060375485126, 138, 86, 47, 'Male', 57.20221287908457, 1.7357698091166853, 0.061538163, 52, 18.985785475604715, 103.33333333333333, 'Low Risk'),
(127717, 65, 12, '17:46.1', 37.18840654598613, 98.87472063672514, 132, 83, 36, 'Female', 89.76907198030236, 1.9535728401416503, 0.09376601, 49, 23.521635621523696, 99.33333333333333, 'Low Risk'),
(127718, 83, 14, '16:46.1', 36.29477628385986, 97.69851980101889, 114, 83, 23, 'Male', 86.04487995981188, 1.9587094484563505, 0.1472958194435915, 31, 22.427713337307257, 93.33333333333333, 'Low Risk'),
(127719, 69, 12, '15:46.1', 36.59943312758887, 97.18475752659188, 135, 71, 58, 'Female', 88.53435017023315, 1.735423179470312, 0.079633279, 64, 29.39686488097281, 92.33333333333333, 'Low Risk'),
(127720, 82, 13, '14:46.1', 37.24496974884309, 97.35575259135078, 131, 73, 85, 'Male', 54.37316479297047, 1.5723427827380982, 0.11356767626668121, 58, 21.993287366135323, 92.33333333333333, 'Low Risk'),
(127721, 82, 12, '13:46.1', 36.90116744761884, 97.96591234729529, 123, 84, 37, 'Male', 77.79077430877338, 1.502856894796743, 0.089035416, 39, 34.442354951805996, 97, 'High Risk'),
(127722, 97, 16, '12:46.1', 37.22710572968805, 97.48025759039632, 130, 79, 50, 'Female', 54.19656941143854, 1.7410096110199476, 0.14426221212198728, 51, 17.880080091125567, 96, 'High Risk'),
(127723, 73, 18, '11:46.1', 36.95169983225253, 95.64192525957715, 110, 80, 70, 'Male', 52.76218581062895, 1.6870963459069896, 0.086429542, 30, 18.537151931862166, 90, 'Low Risk'),
(127724, 78, 15, '10:46.1', 36.44866052824724, 97.48819685345563, 139, 89, 73, 'Female', 85.65906026, 1.5590988507246508, 0.088834147, 50, 35.239196939420815, 105.66666666666666, 'High Risk'),
(127725, 62, 19, '09:46.1', 37.35135983076678, 97.97896534973331, 126, 78, 85, 'Male', 51.71474429581323, 1.5302111203779987, 0.072117235, 48, 22.085725706492465, 94, 'Low Risk'),
(127726, 99, 16, '08:46.1', 36.540118302263984, 99.29642204031157, 116, 75, 69, 'Male', 94.10425855241982, 1.545002826811917, 0.12092850169175776, 41, 39.42309535816621, 88.66666666666667, 'High Risk'),
(127727, 66, 13, '07:46.1', 36.74175659997614, 95.99445630764785, 116, 83, 31, 'Male', 53.297609959189096, 1.554116288689627, 0.060237185, 33, 22.066868635315902, 94, 'Low Risk'),
(127728, 87, 17, '06:46.1', 36.12181051916494, 96.24706986761714, 124, 73, 49, 'Female', 68.39003763186115, 1.5622556913660721, 0.11816116498674703, 51, 28.02132141792242, 90, 'Low Risk'),
(127729, 64, 17, '05:46.1', 36.04942398226321, 98.00033890282144, 127, 89, 86, 'Male', 53.631827056194595, 1.6129625196639785, 0.1110196399295946, 38, 20.614558619831264, 101.66666666666667, 'Low Risk'),
(127730, 90, 19, '04:46.1', 36.164173204928005, 98.59567425741531, 113, 70, 57, 'Male', 74.62448544, 1.6086242097230494, 0.063101152, 43, 28.83846554601592, 84.33333333333333, 'Low Risk'),
(127731, 68, 16, '03:46.1', 37.013212833552494, 98.39944636, 126, 71, 47, 'Female', 75.91330134088253, 1.6936294947049788, 0.1405136683681087, 55, 26.465558412524846, 89.33333333333333, 'Low Risk'),
(127732, 76, 15, '02:46.1', 37.10294875372963, 98.77879803967014, 132, 73, 20, 'Male', 88.43904071233041, 1.8115458294784264, 0.1022142015498761, 59, 26.94916864229131, 92.66666666666666, 'Low Risk'),
(127733, 81, 13, '01:46.1', 36.61824492114654, 96.22713102, 133, 70, 24, 'Male', 99.37835054552471, 1.679234658246841, 0.083892839, 63, 35.24268642723578, 91, 'High Risk'),
(127734, 82, 15, '00:46.1', 37.064760951627356, 99.99746900104392, 136, 70, 56, 'Female', 85.22689697311442, 1.8062866165071987, 0.089579805, 66, 26.121814938214794, 92, 'Low Risk'),
(127735, 76, 14, '59:46.1', 36.73507209326184, 97.65919899238388, 136, 86, 70, 'Male', 94.00285504613339, 1.8386704855057536, 0.066877218, 50, 27.805661698937993, 102.66666666666666, 'Low Risk'),
(127736, 62, 17, '58:46.1', 36.854952582010604, 98.33424811096667, 125, 71, 71, 'Female', 80.62007651340323, 1.9759943419298613, 0.11264718837155326, 54, 20.647706232319802, 89, 'Low Risk'),
(127737, 90, 14, '57:46.1', 37.43190877079063, 97.27469350062762, 134, 71, 85, 'Male', 74.41782960008422, 1.8186104900980637, 0.14562893123713738, 63, 22.500782204501046, 92, 'Low Risk'),
(127738, 92, 15, '56:46.1', 36.08446834, 99.14943170561789, 126, 76, 50, 'Male', 81.40691355333934, 1.9091026188160192, 0.069347605, 50, 22.335863276537577, 92.66666666666666, 'High Risk'),
(127739, 71, 12, '55:46.1', 36.75370541213898, 95.02089676399412, 127, 83, 37, 'Female', 50.9301535, 1.8432205712533283, 0.1109326192582703, 44, 14.990646662204224, 97.66666666666667, 'High Risk'),
(127740, 66, 17, '54:46.1', 37.49817626246434, 98.49750678914525, 139, 87, 74, 'Female', 96.92350393924674, 1.546209085153889, 0.10152821144057117, 52, 40.54083269242086, 104.33333333333333, 'High Risk'),
(127741, 67, 16, '53:46.1', 37.362608579686565, 98.06674157415489, 135, 80, 89, 'Female', 88.25537497528731, 1.7688099945593618, 0.062090647610427534, 55, 28.20842234742448, 98.33333333333333, 'Low Risk'),
(127742, 79, 13, '52:46.1', 36.51013636997546, 97.06644687, 130, 83, 60, 'Male', 57.49676940257544, 1.923320377, 0.14364343101796428, 47, 15.543190782956913, 98.66666666666667, 'High Risk'),
(127743, 69, 18, '51:46.1', 36.670751797334646, 96.19780115604735, 133, 77, 73, 'Female', 87.16088299879654, 1.8157015186165273, 0.13957397005845107, 56, 26.438250165425004, 95.66666666666666, 'Low Risk'),
(127744, 88, 13, '50:46.1', 36.619678369424356, 95.28717484220573, 123, 77, 86, 'Female', 73.58368236, 1.5177454752620594, 0.11918754927520173, 46, 31.943582707285703, 92.33333333333333, 'High Risk'),
(127745, 90, 17, '49:46.1', 37.05209294551817, 96.10004756497182, 110, 77, 32, 'Female', 86.90533089696977, 1.9860373718928985, 0.1338066627344392, 33, 22.032896001514054, 88, 'Low Risk'),
(127746, 81, 18, '48:46.1', 36.399043060786035, 96.78345991552608, 119, 77, 34, 'Male', 86.49885864796508, 1.9327598533249066, 0.095124284, 42, 23.155522487234713, 91, 'Low Risk'),
(127747, 90, 16, '47:46.1', 36.331166219857984, 97.58790781017443, 121, 70, 40, 'Female', 83.92518568336308, 1.7742215675044009, 0.12260279566769054, 51, 26.66101027778667, 87, 'Low Risk'),
(127748, 90, 17, '46:46.1', 36.777730759169195, 99.73330318195136, 125, 88, 37, 'Male', 85.91742901112261, 1.828119072532219, 0.1352129264449351, 37, 25.708238099197896, 100.33333333333333, 'Low Risk'),
(127749, 77, 17, '45:46.1', 36.42830524, 97.64003983277011, 138, 71, 43, 'Male', 66.21148816262553, 1.6083643656678928, 0.13221858944282866, 67, 25.59554988562051, 93.33333333333333, 'Low Risk'),
(127750, 75, 19, '44:46.1', 36.86065311023756, 97.18131191221057, 128, 71, 41, 'Female', 55.16098727216004, 1.5944715363193944, 0.14835474846054408, 57, 21.696940044088922, 90, 'Low Risk'),
(127751, 94, 15, '43:46.1', 36.80517215764365, 96.90855617103684, 122, 76, 23, 'Male', 91.55772029899722, 1.9408518136352495, 0.12295680873268806, 46, 24.305816516749193, 91.33333333333333, 'High Risk'),
(127752, 96, 14, '42:46.1', 37.21668157477476, 98.80095938025987, 136, 76, 23, 'Female', 78.83872365, 1.9519908593400115, 0.096871672, 60, 20.691121235738045, 96, 'High Risk'),
(127753, 61, 16, '41:46.1', 36.68947738965475, 99.09719419471428, 139, 89, 41, 'Male', 61.93987594952763, 1.5739646672790564, 0.073921468, 50, 25.00232368019302, 105.66666666666666, 'Low Risk'),
(127754, 93, 15, '40:46.1', 37.209540517187186, 95.15002435, 118, 89, 24, 'Female', 82.37772055146506, 1.7831098257099824, 0.13426030656618926, 29, 25.909174989753073, 98.66666666666667, 'High Risk'),
(127755, 97, 17, '39:46.1', 36.49475838377001, 96.38488302928434, 118, 72, 54, 'Female', 59.90512197587967, 1.6201906886020527, 0.1426780724444719, 46, 22.820843514663572, 87.33333333333333, 'High Risk'),
(127756, 89, 14, '38:46.1', 36.737852840135375, 99.75022224963571, 121, 81, 25, 'Male', 78.90523893743476, 1.675711323926973, 0.082166155, 40, 28.100071845041352, 94.33333333333333, 'Low Risk'),
(127757, 76, 12, '37:46.1', 36.67858621132378, 96.78214962, 129, 84, 35, 'Female', 97.62787581472128, 1.9894118867576416, 0.1294687869243728, 45, 24.66745945199739, 99, 'Low Risk'),
(127758, 81, 12, '36:46.1', 36.832816721073776, 95.88278460514987, 114, 72, 79, 'Male', 88.37328675721969, 1.7270753758767592, 0.050630746, 42, 29.62773306130329, 86, 'Low Risk'),
(127759, 64, 15, '35:46.1', 37.008396801186514, 97.8524754, 114, 84, 74, 'Male', 84.8851173, 1.7607909214231365, 0.1216129728520157, 30, 27.378898543421585, 94, 'Low Risk'),
(127760, 70, 16, '34:46.1', 36.81517352116693, 99.91029300944824, 134, 88, 85, 'Female', 92.78280894537896, 1.7580485973185929, 0.1239456967741628, 46, 30.019659670566405, 103.33333333333333, 'High Risk'),
(127761, 95, 16, '33:46.1', 37.19210669170461, 96.06041388, 111, 84, 59, 'Female', 50.37595186259529, 1.925479596333828, 0.054509137009427916, 27, 13.587683539185814, 93, 'High Risk'),
(127762, 74, 12, '32:46.1', 36.53158606848573, 99.12286252878638, 112, 73, 80, 'Male', 84.17942952, 1.7511106391379792, 0.088024753, 39, 27.452304339604712, 86, 'Low Risk'),
(127763, 81, 12, '31:46.1', 37.389665572596165, 99.16933947, 134, 78, 85, 'Male', 68.15310514, 1.8924364985222302, 0.099394837, 56, 19.030185280419566, 96.66666666666666, 'Low Risk'),
(127764, 60, 16, '30:46.1', 37.32808630894972, 99.93382227245121, 117, 83, 36, 'Male', 83.62808080858326, 1.5778367660226578, 0.073350697, 34, 33.59139092117086, 94.33333333333333, 'High Risk'),
(127765, 85, 14, '29:46.1', 36.62128011900731, 96.21480304439021, 123, 75, 41, 'Male', 78.48307160669043, 1.8805503224812468, 0.076928754, 48, 22.192492050411857, 91, 'Low Risk'),
(127766, 62, 16, '28:46.1', 36.711200873351494, 95.54916295, 132, 81, 48, 'Male', 97.67453825444531, 1.8492193168603124, 0.12898772070796705, 51, 28.563046309516803, 98, 'Low Risk'),
(127767, 93, 18, '27:46.1', 36.1869533, 97.91438760313085, 139, 88, 39, 'Male', 73.45881963272309, 1.8620708652799922, 0.088102455, 51, 21.18612525802616, 105, 'High Risk'),
(127768, 97, 12, '26:46.1', 37.06308772802558, 97.98632251, 119, 76, 62, 'Male', 55.08190507713998, 1.737933402261377, 0.08702404, 43, 18.236550432129842, 90.33333333333333, 'High Risk'),
(127769, 62, 18, '25:46.1', 36.79399822950302, 96.60813228249248, 138, 82, 40, 'Male', 51.98208106688933, 1.6213264295130037, 0.11801439355949035, 56, 19.774829044402534, 100.66666666666666, 'Low Risk'),
(127770, 69, 19, '24:46.1', 36.64229505285547, 98.81456075, 115, 81, 75, 'Female', 71.45528890253706, 1.8379854094071486, 0.076424166, 34, 21.151942661005965, 92.33333333333333, 'Low Risk'),
(127771, 95, 16, '23:46.1', 36.382349542523485, 99.59300160208181, 134, 74, 32, 'Female', 97.63246052059151, 1.8948730471775375, 0.084337057, 60, 27.19155208615448, 94, 'High Risk'),
(127772, 81, 14, '22:46.1', 37.00519450717165, 96.54405750987016, 115, 79, 71, 'Female', 67.08257119, 1.8160578197797759, 0.081138446, 36, 20.33997230273077, 91, 'Low Risk'),
(127773, 86, 15, '21:46.1', 36.24668718614976, 98.69933348, 128, 71, 34, 'Female', 88.41223843938039, 1.881323205568304, 0.14298346039027965, 57, 24.97960469998339, 90, 'Low Risk'),
(127774, 89, 13, '20:46.1', 37.315157759283515, 95.75227355280865, 136, 70, 29, 'Male', 73.70821227632513, 1.772218703702399, 0.098623447, 66, 23.468279208109088, 92, 'Low Risk'),
(127775, 71, 19, '19:46.1', 37.42082627, 96.80124179611228, 133, 85, 71, 'Male', 59.200323590377906, 1.8205786122532817, 0.06635923, 48, 17.86097685642667, 101, 'High Risk'),
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(127952, 97, 18, '22:46.1', 36.56138255, 98.83672496, 117, 76, 84, 'Female', 90.90939771981238, 1.7678431167445872, 0.1356933553645212, 41, 29.088500675409747, 89.66666666666667, 'High Risk'),
(127953, 67, 16, '21:46.1', 37.07022875318839, 99.84585723475982, 115, 75, 51, 'Female', 96.38331229713901, 1.5987706792389296, 0.079479972, 40, 37.70765260658687, 88.33333333333333, 'High Risk'),
(127954, 66, 19, '20:46.1', 36.04983544952523, 98.13189742161738, 113, 89, 39, 'Male', 76.37524335421386, 1.501351704200597, 0.092625362, 24, 33.88345787048944, 97, 'High Risk'),
(127955, 92, 17, '19:46.1', 36.81896047, 98.86614863670727, 129, 78, 88, 'Female', 60.198515987103406, 1.9461594311816912, 0.095716196, 51, 15.893844319445218, 95, 'High Risk'),
(127956, 92, 18, '18:46.1', 36.755626667821666, 99.35633716, 118, 83, 88, 'Male', 69.00652379, 1.886192661369766, 0.14658900027171162, 35, 19.396262306988028, 94.66666666666667, 'High Risk'),
(127957, 81, 19, '17:46.1', 36.92884896017017, 96.05605806416386, 131, 81, 54, 'Male', 75.38869605252157, 1.6439631834814215, 0.073905842, 50, 27.894723253267095, 97.66666666666666, 'Low Risk'),
(127958, 79, 12, '16:46.1', 36.43810632029353, 96.28210713117659, 131, 88, 87, 'Male', 50.17896779167355, 1.7101582724437474, 0.083661382, 43, 17.157306608265866, 102.33333333333333, 'High Risk'),
(127959, 69, 17, '15:46.1', 36.50667037700146, 96.57078642544593, 129, 74, 65, 'Female', 74.15254115139781, 1.6947214759055962, 0.11051462242048707, 55, 25.818402832817775, 92.33333333333333, 'Low Risk'),
(127960, 63, 16, '14:46.1', 37.45461266894227, 95.21267648596717, 120, 72, 64, 'Male', 50.16180460489113, 1.8987536354857744, 0.14240158908407974, 48, 13.91348471775748, 88, 'High Risk'),
(127961, 73, 18, '13:46.1', 36.041950281497805, 98.94659635248405, 129, 89, 83, 'Female', 82.15997571961012, 1.6662090772995937, 0.080013355, 40, 29.593839219674553, 102.33333333333333, 'Low Risk'),
(127962, 80, 19, '12:46.1', 36.637129676058116, 99.0924884, 114, 79, 78, 'Female', 82.84067530474161, 1.9477568838916934, 0.10046782141596422, 35, 21.83605274465867, 90.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(127963, 73, 13, '11:46.1', 36.43813727620366, 98.34490483255712, 130, 86, 32, 'Female', 51.82498112757769, 1.5687440722926478, 0.14343363110694096, 44, 21.05886483160473, 100.66666666666667, 'Low Risk'),
(127964, 62, 13, '10:46.1', 37.30663420090781, 99.42516319217854, 112, 79, 24, 'Male', 80.55339234550736, 1.749532681830419, 0.056938115169392026, 33, 26.31720208054152, 90, 'Low Risk'),
(127965, 70, 17, '09:46.1', 36.860764650055394, 98.16378811713203, 113, 75, 25, 'Female', 82.07422174239822, 1.7309108103577213, 0.13175274536064127, 38, 27.394122447890688, 87.66666666666667, 'Low Risk'),
(127966, 62, 16, '08:46.1', 36.685667374681415, 99.58742801379444, 128, 70, 76, 'Female', 70.80614069845102, 1.7628023543155642, 0.14579307292046945, 58, 22.785768463810303, 89.33333333333333, 'Low Risk'),
(127967, 99, 16, '07:46.1', 36.16869695763436, 95.57945117145401, 115, 75, 56, 'Female', 83.16702934802528, 1.7379143729480973, 0.1054649004941566, 40, 27.535593346987145, 88.33333333333333, 'High Risk'),
(127968, 93, 15, '06:46.1', 36.49153299827441, 95.71318081117074, 120, 86, 28, 'Male', 97.30576189372249, 1.6356618331877901, 0.1212924177599571, 34, 36.37068810836257, 97.33333333333333, 'High Risk'),
(127969, 97, 13, '05:46.1', 37.274589541414166, 95.29867717055028, 114, 72, 59, 'Female', 65.55390589537569, 1.827441973573044, 0.074486409, 42, 19.629596921501676, 86, 'High Risk'),
(127970, 69, 12, '04:46.1', 36.253115982054744, 98.3706018, 117, 89, 54, 'Female', 84.34846751992251, 1.9048411301637698, 0.11566920441537257, 28, 23.246612511632726, 98.33333333333333, 'Low Risk'),
(127971, 72, 19, '03:46.1', 36.92143415683536, 95.76698187515942, 137, 71, 31, 'Female', 57.415657207069366, 1.9590493197092238, 0.13481906941665664, 66, 14.96027583518597, 93, 'High Risk'),
(127972, 81, 15, '02:46.1', 36.38018020612657, 95.72769961625043, 130, 89, 74, 'Male', 72.17343607104952, 1.577596164, 0.063431634, 41, 28.999178751158045, 102.66666666666667, 'Low Risk'),
(127973, 79, 15, '01:46.1', 37.20778005, 96.35222472926978, 121, 71, 83, 'Male', 78.37400400202101, 1.5975853793874157, 0.083732833, 50, 30.707458956334275, 87.66666666666666, 'High Risk'),
(127974, 88, 16, '00:46.1', 36.46172319, 95.14554639742826, 115, 85, 70, 'Female', 78.64231974224325, 1.573309026501351, 0.1145486654863801, 30, 31.770807040237536, 95, 'High Risk'),
(127975, 82, 12, '59:46.1', 36.66259276, 99.19974902, 112, 72, 19, 'Female', 81.96774171132665, 1.6638939659739913, 0.082843008, 40, 29.606814075960862, 85.33333333333333, 'Low Risk'),
(127976, 87, 19, '58:46.1', 36.74753233359462, 95.92634901813162, 123, 85, 52, 'Female', 99.70219547848069, 1.7693962436553332, 0.056242437302185005, 38, 31.845972800508594, 97.66666666666667, 'High Risk'),
(127977, 88, 19, '57:46.1', 36.42239563363451, 98.50035810265719, 128, 84, 63, 'Female', 55.82902499024996, 1.5112103274725694, 0.131661857, 44, 24.44613566681633, 98.66666666666667, 'Low Risk'),
(127978, 72, 19, '56:46.1', 36.81019696295921, 98.08769945222275, 137, 81, 27, 'Male', 57.73113837297672, 1.8534569837017127, 0.10933233579253432, 56, 16.805254702368146, 99.66666666666666, 'High Risk'),
(127979, 98, 18, '55:46.1', 36.62987457280564, 99.71395662120278, 122, 75, 62, 'Female', 52.49937576891819, 1.834322509284884, 0.13003113925667326, 47, 15.602807441185682, 90.66666666666667, 'High Risk'),
(127980, 90, 12, '54:46.1', 36.04106941335923, 97.69090952488105, 111, 83, 79, 'Female', 94.82187693402031, 1.7262511238707359, 0.14768739705161454, 28, 31.820031040332807, 92.33333333333333, 'High Risk'),
(127981, 82, 19, '53:46.1', 36.73130444677662, 98.95224034378619, 111, 77, 54, 'Female', 52.20952449982249, 1.6766583034418612, 0.096103152, 34, 18.57208273697193, 88.33333333333333, 'Low Risk'),
(127982, 69, 16, '52:46.1', 37.25182293650472, 97.65883121, 130, 73, 49, 'Male', 87.43085875252581, 1.9185213707237276, 0.109750334, 57, 23.75371063299278, 92, 'Low Risk'),
(127983, 73, 19, '51:46.1', 36.27572924562158, 99.21681148272843, 134, 79, 68, 'Female', 57.71826206935587, 1.5593773093273762, 0.14129860924919974, 55, 23.736179896045464, 97.33333333333333, 'Low Risk'),
(127984, 81, 15, '50:46.1', 36.91180192785963, 95.60158432836022, 121, 79, 33, 'Male', 92.03709637153841, 1.8926744337672865, 0.11463279635726835, 42, 25.692778774580873, 93, 'Low Risk'),
(127985, 99, 18, '49:46.1', 37.108355566080256, 96.04986837, 119, 81, 30, 'Male', 75.3161101, 1.9639936691120439, 0.069820059, 38, 19.52574955503677, 93.66666666666667, 'High Risk'),
(127986, 76, 13, '48:46.1', 37.32524564141454, 98.36310653782986, 131, 73, 42, 'Female', 73.68475036568174, 1.5655307936304135, 0.11256730909076892, 58, 30.064527827310865, 92.33333333333333, 'High Risk'),
(127987, 80, 12, '47:46.1', 37.211350731939135, 99.69295953617242, 116, 70, 28, 'Male', 63.79255185070171, 1.8881638452178564, 0.1340125033691947, 46, 17.893307291810665, 85.33333333333333, 'High Risk'),
(127988, 91, 17, '46:46.1', 37.111906342898145, 95.92064372048918, 119, 79, 71, 'Male', 66.65487542746544, 1.816477976785624, 0.1002497354110807, 40, 20.200943200330713, 92.33333333333333, 'High Risk'),
(127989, 86, 12, '45:46.1', 36.40442533477015, 98.23357355609477, 122, 79, 31, 'Female', 86.21872305268622, 1.531676827505196, 0.094309995, 43, 36.750842734521385, 93.33333333333333, 'High Risk'),
(127990, 76, 17, '44:46.1', 36.38212269, 97.02939647044386, 113, 78, 57, 'Male', 93.54499891, 1.6678349858133776, 0.056139914333111024, 35, 33.62903575, 89.66666666666667, 'High Risk'),
(127991, 90, 15, '43:46.1', 36.99810604214914, 95.39145979822577, 121, 77, 24, 'Female', 74.63247622, 1.9005998493624143, 0.1227442024395625, 44, 20.660768437201707, 91.66666666666667, 'Low Risk'),
(127992, 96, 19, '42:46.1', 37.07984978954661, 98.54101306544145, 122, 82, 49, 'Male', 94.82126510588336, 1.6511655077440506, 0.14951484065495463, 40, 34.77959575022652, 95.33333333333333, 'High Risk'),
(127993, 76, 19, '41:46.1', 36.47053899105845, 98.91757844407756, 118, 78, 47, 'Male', 79.32455764092731, 1.614687158096647, 0.12975555309443784, 40, 30.425020279262085, 91.33333333333333, 'High Risk'),
(127994, 92, 13, '40:46.1', 36.62267053329996, 95.86031381321516, 112, 88, 84, 'Male', 53.06162338459159, 1.7446044192113739, 0.11057643841544929, 24, 17.43358069513919, 96, 'High Risk'),
(127995, 66, 18, '39:46.1', 36.98201970498756, 96.21009296326099, 122, 80, 19, 'Male', 94.84051763524533, 1.702939851, 0.055881942451023736, 42, 32.703580122591234, 94, 'High Risk'),
(127996, 85, 16, '38:46.1', 36.60097821019036, 99.47534308670242, 123, 86, 42, 'Male', 55.45427176888718, 1.8834576624310007, 0.061051001, 37, 15.632314428624605, 98.33333333333333, 'High Risk'),
(127997, 71, 15, '37:46.1', 36.911138312271426, 99.71764587, 123, 88, 23, 'Male', 62.48226584921419, 1.7325278925031544, 0.050787650734634496, 35, 20.815953065250053, 99.66666666666667, 'Low Risk'),
(127998, 74, 13, '36:46.1', 36.11437765210731, 96.64392515826114, 130, 88, 50, 'Female', 80.62996243, 1.819899098216747, 0.12232212447931697, 42, 24.344554859022605, 102, 'Low Risk'),
(127999, 73, 19, '35:46.1', 36.53755280925171, 97.75936551565424, 135, 87, 58, 'Male', 56.29567992713168, 1.5816695341117026, 0.05056268, 48, 22.50316321, 103, 'Low Risk'),
(128000, 85, 13, '34:46.1', 37.06406399931524, 98.72324114255417, 125, 83, 78, 'Female', 66.10751251, 1.7847166397980498, 0.14973935659532855, 42, 20.75449976290448, 97, 'Low Risk'),
(128001, 86, 19, '33:46.1', 36.887243929305846, 95.36411774832352, 137, 77, 60, 'Male', 55.96327359595831, 1.5619807353835358, 0.060159601, 60, 22.937800140219856, 97, 'Low Risk'),
(128002, 73, 13, '32:46.1', 37.382063160019065, 96.05689977695098, 131, 81, 20, 'Male', 67.57396829415745, 1.9091823747103533, 0.10111386159883334, 50, 18.538926855420417, 97.66666666666666, 'Low Risk'),
(128003, 83, 15, '31:46.1', 37.47117458626466, 96.94026818736053, 131, 75, 69, 'Female', 71.43476785, 1.7886828985111767, 0.051950093, 56, 22.327645502992972, 93.66666666666666, 'Low Risk'),
(128004, 78, 13, '30:46.1', 36.235343601047035, 95.32123319827463, 139, 73, 75, 'Male', 60.97270975771134, 1.664480195943871, 0.1492493752689802, 66, 22.00788114177563, 95, 'Low Risk'),
(128005, 83, 12, '29:46.1', 36.21547094457497, 99.99069880732497, 110, 72, 73, 'Male', 93.50938725446859, 1.7546563115909075, 0.1147531492180068, 38, 30.371838742435266, 84.66666666666667, 'High Risk'),
(128006, 82, 13, '28:46.1', 36.26750439463567, 99.16539891203563, 134, 75, 39, 'Male', 66.17252963934015, 1.7130787760145632, 0.073414587, 59, 22.548780976419238, 94.66666666666666, 'Low Risk'),
(128007, 60, 18, '27:46.1', 37.14588648525445, 96.63326149903709, 110, 87, 67, 'Male', 90.19828589636771, 1.7661363218107728, 0.061431093, 23, 28.916773951200977, 94.66666666666667, 'Low Risk'),
(128008, 78, 16, '26:46.1', 36.025393290354025, 99.09200219197767, 110, 85, 74, 'Female', 68.79395497356852, 1.516292385092966, 0.12835123208608915, 25, 29.92156948447343, 93.33333333333333, 'Low Risk'),
(128009, 85, 15, '25:46.1', 36.977852224344296, 99.90597429636678, 133, 76, 83, 'Female', 60.282119784110705, 1.5245534128047071, 0.11051829125373051, 57, 25.936013682701308, 95, 'Low Risk'),
(128010, 77, 14, '24:46.1', 36.15422719108812, 98.54385235831073, 117, 70, 89, 'Female', 59.26887716438681, 1.8200166763509584, 0.1371267825323848, 47, 17.89270348931288, 85.66666666666667, 'High Risk'),
(128011, 65, 12, '23:46.1', 37.364300333195104, 99.26640530177443, 111, 71, 78, 'Male', 72.95530248114524, 1.5879401260310388, 0.1347607216917353, 40, 28.93267683290094, 84.33333333333333, 'Low Risk'),
(128012, 86, 15, '22:46.1', 37.360070165577895, 97.23112635245167, 118, 70, 44, 'Female', 60.349806613676364, 1.6204436623896727, 0.082569371, 48, 22.98306839929058, 86, 'Low Risk'),
(128013, 85, 12, '21:46.1', 36.80666301, 97.63387937338958, 137, 87, 18, 'Female', 79.18247316059468, 1.6827617616357542, 0.1419610391459294, 50, 27.963001937062604, 103.66666666666666, 'Low Risk'),
(128014, 65, 17, '20:46.1', 36.72097005495202, 99.53197929954264, 135, 74, 29, 'Male', 97.87263462064341, 1.572388151973036, 0.1485658961387088, 61, 39.58601216031956, 94.33333333333333, 'High Risk'),
(128015, 62, 19, '19:46.1', 37.490751749375846, 97.59118591451981, 133, 89, 77, 'Male', 82.88803558205515, 1.9945186424362782, 0.058895663, 44, 20.836062296847476, 103.66666666666667, 'Low Risk'),
(128016, 87, 19, '18:46.1', 36.222917348238056, 96.35345029950884, 132, 75, 75, 'Male', 55.868927945435544, 1.5663252165586337, 0.13510167350048302, 57, 22.772277022815494, 94, 'Low Risk'),
(128017, 68, 19, '17:46.1', 36.98009454726926, 99.02533336229577, 126, 73, 27, 'Male', 63.283690505280646, 1.8210308856250101, 0.093470626, 53, 19.08346244068972, 90.66666666666666, 'Low Risk'),
(128018, 76, 16, '16:46.1', 36.581246605184575, 98.46274497561106, 133, 79, 27, 'Male', 77.33609462227537, 1.523837798624265, 0.12443859736716717, 54, 33.304640718104636, 97, 'High Risk'),
(128019, 74, 16, '15:46.1', 36.93296321188372, 99.57625271551075, 134, 77, 84, 'Female', 85.26409058303962, 1.7621915624234328, 0.11052159280384713, 57, 27.457432799596734, 96, 'Low Risk'),
(128020, 75, 14, '14:46.1', 36.084677668096916, 95.39445732937948, 119, 74, 24, 'Female', 64.73302630717583, 1.6557700034021225, 0.09121302, 45, 23.611625703087288, 89, 'Low Risk'),
(128021, 98, 15, '13:46.1', 37.061171538856165, 96.21071392068924, 130, 72, 69, 'Female', 83.13686290088063, 1.7446974493414387, 0.12343575686835936, 58, 27.311992243923505, 91.33333333333333, 'High Risk'),
(128022, 81, 12, '12:46.1', 37.143962156485614, 95.13027177, 118, 71, 34, 'Male', 61.077410028090554, 1.748622383149014, 0.05021968, 47, 19.975080864265635, 86.66666666666667, 'Low Risk'),
(128023, 77, 14, '11:46.1', 37.07123167150006, 95.00600372, 129, 72, 51, 'Male', 92.50197276144533, 1.8031125350494426, 0.063984291, 57, 28.451510605092146, 91, 'Low Risk'),
(128024, 66, 12, '10:46.1', 36.36547411, 96.51445048979089, 137, 89, 38, 'Female', 73.00108984, 1.7456643174244193, 0.067782204, 48, 23.955645315425038, 105, 'Low Risk'),
(128025, 81, 19, '09:46.1', 36.12699236363753, 96.64884667613266, 110, 72, 69, 'Female', 88.7657775, 1.6365598558361598, 0.1021491073700607, 38, 33.142233565081476, 84.66666666666667, 'High Risk'),
(128026, 80, 12, '08:46.1', 36.70257927, 95.44216938272659, 112, 74, 31, 'Male', 61.57340931710888, 1.6266263951611042, 0.13536644871574038, 38, 23.27113526547296, 86.66666666666667, 'Low Risk'),
(128027, 88, 19, '07:46.1', 36.37673887751344, 96.03457654842032, 138, 77, 84, 'Female', 57.104839568284135, 1.562190341732422, 0.142800914, 61, 23.39941602110094, 97.33333333333333, 'Low Risk'),
(128028, 65, 13, '06:46.1', 36.95201234290196, 95.03948764803829, 136, 89, 34, 'Male', 52.23827645780158, 1.5567864175962727, 0.08672058, 47, 21.554143588687257, 104.66666666666667, 'Low Risk'),
(128029, 99, 17, '05:46.1', 36.47646780638094, 98.69619471, 135, 81, 67, 'Female', 61.198841078303204, 1.6659341486838781, 0.13879200930730834, 54, 22.050961799878156, 99, 'High Risk'),
(128030, 63, 14, '04:46.1', 36.43035825085151, 99.77431446189614, 120, 71, 27, 'Female', 69.20571777749834, 1.5864849319228593, 0.062302082, 49, 27.49603513669293, 87.33333333333333, 'Low Risk'),
(128031, 86, 18, '03:46.1', 36.86652340635117, 98.37991011, 125, 70, 47, 'Male', 75.93586519223749, 1.980222978503269, 0.081556429, 55, 19.36505585766291, 88.33333333333333, 'Low Risk'),
(128032, 77, 17, '02:46.1', 37.292937454212776, 97.65352016442843, 122, 72, 45, 'Female', 82.04099606063842, 1.5318013020205186, 0.11584438591978434, 50, 34.96439805331761, 88.66666666666666, 'High Risk'),
(128033, 61, 13, '01:46.1', 36.752190680143975, 99.90217556785818, 121, 89, 19, 'Female', 81.44246040795315, 1.7890250538066375, 0.058701375, 32, 25.44591313608001, 99.66666666666667, 'Low Risk'),
(128034, 95, 13, '00:46.1', 36.58022771760054, 97.82534290922267, 110, 89, 66, 'Male', 60.0499149, 1.910310429339224, 0.098270337, 21, 16.455250683529975, 96, 'High Risk'),
(128035, 88, 14, '59:46.1', 36.67019252, 98.98180448028718, 117, 80, 57, 'Female', 86.72121761240572, 1.9530386324722473, 0.12494519960351633, 37, 22.735457557116842, 92.33333333333333, 'Low Risk'),
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(128212, 66, 12, '02:46.1', 36.15291888, 98.24186645566935, 112, 80, 37, 'Male', 59.68723027795638, 1.8666968738309804, 0.079081433, 32, 17.12907165261561, 90.66666666666667, 'High Risk'),
(128213, 75, 17, '01:46.1', 36.532930956002744, 96.93769376242426, 114, 84, 47, 'Female', 87.93413627618712, 1.6192249683712203, 0.10156332534705607, 30, 33.53846008257189, 94, 'High Risk'),
(128214, 73, 17, '00:46.1', 37.30351519530575, 98.97419704787521, 129, 88, 73, 'Female', 68.75043239076425, 1.7354231512206804, 0.14323939151269727, 41, 22.82783160899555, 101.66666666666667, 'Low Risk'),
(128215, 96, 12, '59:46.1', 36.20545666227954, 98.84336188697449, 116, 72, 35, 'Male', 57.000537737741574, 1.519929967, 0.099788365, 44, 24.673558951982134, 86.66666666666667, 'High Risk'),
(128216, 61, 17, '58:46.1', 37.39729244094118, 96.38308009506466, 111, 85, 54, 'Male', 92.50923752193387, 1.743849584577916, 0.14952684564310725, 26, 30.420549664511476, 93.66666666666667, 'High Risk'),
(128217, 77, 18, '57:46.1', 36.18095167885504, 95.57853749936372, 134, 86, 47, 'Female', 71.27210249691004, 1.8615543246335482, 0.11273230284586729, 48, 20.56686708896332, 102, 'Low Risk'),
(128218, 80, 15, '56:46.1', 36.075145996839225, 97.71523430921728, 113, 75, 86, 'Male', 75.76876503, 1.8595092536694442, 0.05266805, 38, 21.912580309222662, 87.66666666666667, 'Low Risk'),
(128219, 89, 13, '55:46.1', 36.954721123491346, 95.29399898, 129, 83, 72, 'Female', 64.17543512908605, 1.859055014099708, 0.081335474, 46, 18.56882136890038, 98.33333333333333, 'Low Risk'),
(128220, 75, 17, '54:46.1', 36.55739713576896, 96.58183035046945, 118, 87, 48, 'Female', 85.73488352094151, 1.5308666850636112, 0.13253761250128127, 31, 36.583294922498766, 97.33333333333333, 'High Risk'),
(128221, 62, 19, '53:46.1', 36.23240255262565, 95.59521493, 123, 76, 52, 'Female', 88.82561945105329, 1.532127898098542, 0.08730069, 47, 37.83974522683555, 91.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(128223, 60, 19, '51:46.1', 36.06584891931243, 99.39534731923553, 114, 81, 65, 'Female', 65.92182805753365, 1.7240486034744493, 0.1278924367310661, 33, 22.178401024262172, 92, 'Low Risk'),
(128224, 83, 18, '50:46.1', 37.07864014412858, 96.03425323565982, 110, 84, 37, 'Male', 94.34324332761186, 1.9829560525795458, 0.11302623816524639, 26, 23.99300385936671, 92.66666666666667, 'Low Risk'),
(128225, 86, 13, '49:46.1', 36.242531641453986, 99.45882745945414, 137, 77, 41, 'Male', 77.68722279530843, 1.727103855213844, 0.14165122848536865, 60, 26.04429999160487, 97, 'Low Risk'),
(128226, 74, 17, '48:46.1', 37.341475374357145, 99.85888947837134, 138, 84, 55, 'Male', 63.35087724817605, 1.8395328627592777, 0.057280601, 54, 18.721365905183802, 102, 'Low Risk'),
(128227, 95, 13, '47:46.1', 37.345640729269014, 98.53687796068225, 111, 70, 85, 'Male', 72.04808304, 1.901898284650338, 0.078699624, 41, 19.91809762737674, 83.66666666666667, 'High Risk'),
(128228, 97, 13, '46:46.1', 37.12511944187162, 97.79569876531062, 121, 71, 86, 'Female', 51.91985240777969, 1.8448067985662564, 0.10746931957641478, 50, 15.255683438815328, 87.66666666666666, 'High Risk'),
(128229, 80, 14, '45:46.1', 36.81503161139833, 95.02925466, 115, 76, 24, 'Female', 93.44437267189303, 1.6752524199167365, 0.059705143131690744, 39, 33.296044621534065, 89, 'High Risk'),
(128230, 85, 17, '44:46.1', 37.229347485862746, 99.11777209413074, 137, 87, 34, 'Female', 66.38827192515335, 1.7402666462821847, 0.099966927, 50, 21.920970161608818, 103.66666666666666, 'Low Risk'),
(128231, 95, 18, '43:46.1', 36.072174990737096, 98.46680279091687, 128, 78, 51, 'Female', 77.55619028082886, 1.738587013573842, 0.11440067517117371, 50, 25.658047502723182, 94.66666666666666, 'High Risk'),
(128232, 66, 18, '42:46.1', 36.027679964477215, 98.18580279812593, 130, 71, 21, 'Female', 79.85472678978277, 1.8220686210852006, 0.11179395864207564, 59, 24.053106281016316, 90.66666666666666, 'Low Risk'),
(128233, 87, 19, '41:46.1', 37.06110759173395, 95.22188153405989, 115, 89, 27, 'Male', 50.50348773751119, 1.600094867019342, 0.060453096, 26, 19.72558569372004, 97.66666666666667, 'Low Risk'),
(128234, 64, 13, '40:46.1', 36.30674554, 99.51360858837188, 112, 72, 81, 'Female', 77.49993574908814, 1.699170405941752, 0.077605924, 40, 26.842778736443012, 85.33333333333333, 'Low Risk'),
(128235, 89, 15, '39:46.1', 37.48300163, 96.64378582105006, 113, 70, 84, 'Male', 57.27766083160911, 1.5586532966408386, 0.10546671481566482, 43, 23.576874328825546, 84.33333333333333, 'Low Risk'),
(128236, 79, 16, '38:46.1', 36.54499491111606, 95.88374599746933, 122, 85, 61, 'Male', 60.49084445176568, 1.8367643466205825, 0.077293876, 37, 17.930102234841687, 97.33333333333333, 'High Risk'),
(128237, 72, 13, '37:46.1', 37.34733843247963, 97.34779899215162, 119, 77, 55, 'Male', 68.24429237513921, 1.8744669698814893, 0.12915948012181228, 42, 19.422751367029115, 91, 'Low Risk'),
(128238, 63, 19, '36:46.1', 36.61728786243124, 95.29757032742843, 132, 79, 51, 'Female', 73.35659717810391, 1.5066353659623388, 0.082554634, 53, 32.31639159772572, 96.66666666666666, 'High Risk'),
(128239, 92, 17, '35:46.1', 36.81419630439878, 97.09459045, 129, 70, 24, 'Male', 66.99938796007334, 1.7899735004014259, 0.11130903571475381, 59, 20.91113628002757, 89.66666666666666, 'High Risk'),
(128240, 71, 17, '34:46.1', 36.27728910842291, 95.06196317557979, 130, 83, 49, 'Female', 82.19411180555997, 1.8806341305642107, 0.12983587901690746, 47, 23.23978359147722, 98.66666666666667, 'Low Risk'),
(128241, 90, 13, '33:46.1', 36.93008747763248, 98.20706349697817, 119, 84, 40, 'Male', 95.16733261776598, 1.6167558855867497, 0.12817338875125228, 35, 36.40818218554704, 95.66666666666667, 'High Risk'),
(128242, 76, 18, '32:46.1', 36.58788459581037, 98.90634479863562, 135, 72, 29, 'Male', 88.77187935255787, 1.599083408825165, 0.10962686249020602, 63, 34.71627977350282, 93, 'High Risk'),
(128243, 69, 15, '31:46.1', 36.38181052227199, 98.23277557282324, 131, 79, 51, 'Male', 72.21604421153822, 1.9789626470205657, 0.074728475, 52, 18.439897447012697, 96.33333333333333, 'High Risk'),
(128244, 92, 18, '30:46.1', 36.849088345084475, 97.71107473091412, 114, 70, 55, 'Male', 68.65263760844468, 1.506316871102206, 0.078304113, 44, 30.256908135700442, 84.66666666666667, 'High Risk'),
(128245, 60, 16, '29:46.1', 36.68964380548778, 99.42439865771914, 122, 84, 50, 'Female', 80.87850256469257, 1.9306329213761813, 0.085204407, 38, 21.69869856683711, 96.66666666666667, 'Low Risk'),
(128246, 67, 14, '28:46.1', 37.16577418550599, 98.3977692, 130, 73, 53, 'Female', 58.615631103644134, 1.8301022411997203, 0.050183468892124564, 57, 17.500994953431036, 92, 'High Risk'),
(128247, 90, 15, '27:46.1', 36.17940104725844, 98.05397345163134, 132, 70, 75, 'Female', 69.27296655551979, 1.9084295006112253, 0.11709151366997643, 62, 19.020045159369612, 90.66666666666666, 'Low Risk'),
(128248, 77, 17, '26:46.1', 37.34128510045396, 98.96157972875372, 111, 70, 89, 'Female', 75.85174268161688, 1.8826905978335178, 0.091848673, 41, 21.39969854799383, 83.66666666666667, 'Low Risk'),
(128249, 89, 17, '25:46.1', 37.13769919664462, 99.14305546146333, 119, 72, 52, 'Male', 57.15273972729396, 1.626254452, 0.12300090310290103, 47, 21.610263222889603, 87.66666666666667, 'Low Risk'),
(128250, 71, 16, '24:46.1', 37.08087073748561, 97.77373521778313, 116, 87, 59, 'Male', 59.46429930431352, 1.9390186979584507, 0.079193811, 29, 15.815841782221677, 96.66666666666667, 'High Risk'),
(128251, 69, 15, '23:46.1', 36.66135623476555, 99.09497194172043, 122, 81, 88, 'Male', 96.08837035802219, 1.5828346137649816, 0.14154541173894536, 41, 38.353036168159434, 94.66666666666667, 'High Risk'),
(128252, 82, 14, '22:46.1', 36.653919118112505, 95.68078386770578, 139, 74, 47, 'Male', 54.31210155583828, 1.5501979668462869, 0.105676996, 65, 22.600720362439564, 95.66666666666666, 'Low Risk'),
(128253, 98, 19, '21:46.1', 36.81633670203095, 95.71047978529874, 117, 85, 62, 'Female', 97.61137958060264, 1.533947999024313, 0.074658192, 32, 41.48386157226464, 95.66666666666667, 'High Risk'),
(128254, 77, 18, '20:46.1', 37.11546905254115, 95.39891785498597, 121, 72, 57, 'Male', 97.95869731339559, 1.910977857015147, 0.11573607250435523, 49, 26.82450345203624, 88.33333333333333, 'Low Risk'),
(128255, 82, 14, '19:46.1', 37.16374150393491, 95.31116041537179, 114, 82, 55, 'Male', 79.94282106267943, 1.6681672931240459, 0.1336897167647649, 32, 28.72766090809804, 92.66666666666667, 'Low Risk'),
(128256, 98, 12, '18:46.1', 36.56112588502184, 97.61228539, 127, 72, 82, 'Male', 79.88698133, 1.841661636888214, 0.10421813569015331, 55, 23.553547527791984, 90.33333333333333, 'High Risk'),
(128257, 67, 15, '17:46.1', 36.069308890320066, 98.16405654, 122, 74, 48, 'Male', 58.96121076251018, 1.601391493610234, 0.069835352, 48, 22.99171453450715, 90, 'Low Risk'),
(128258, 69, 19, '16:46.1', 36.62430555255592, 96.62774825807328, 120, 82, 87, 'Female', 50.031435095522674, 1.7205056844373359, 0.081800828, 38, 16.901713535098306, 94.66666666666667, 'High Risk'),
(128259, 95, 19, '15:46.1', 36.43341274114676, 96.52007415338946, 131, 78, 79, 'Male', 69.68068768708812, 1.9152397308523117, 0.13813778471433558, 53, 18.996174190015417, 95.66666666666666, 'High Risk'),
(128260, 98, 15, '14:46.1', 36.98348829, 97.97796584, 122, 78, 65, 'Male', 59.129314898521244, 1.7381262769199233, 0.14154526653790886, 44, 19.57222485733611, 92.66666666666667, 'High Risk'),
(128261, 68, 13, '13:46.1', 36.158998540452664, 97.94989874234314, 118, 75, 60, 'Male', 64.24779415086147, 1.9832630130557376, 0.099567552, 43, 16.334189747465455, 89.33333333333333, 'High Risk'),
(128262, 72, 19, '12:46.1', 36.19177207876681, 98.79659967940587, 127, 72, 40, 'Female', 99.78673927036941, 1.8804375591423068, 0.096974973, 55, 28.219869258466474, 90.33333333333333, 'Low Risk'),
(128263, 95, 17, '11:46.1', 36.86654063200003, 96.71586062775312, 133, 82, 24, 'Male', 50.11561868, 1.7601421224982137, 0.11703477049785706, 51, 16.176241555935885, 99, 'High Risk'),
(128264, 85, 13, '10:46.1', 36.04139115876137, 98.24016801389787, 137, 89, 28, 'Male', 91.88480413897196, 1.7037449885261258, 0.12771237936259114, 48, 31.65443099, 105, 'High Risk'),
(128265, 98, 16, '09:46.1', 36.85942724485729, 97.99486511311011, 117, 83, 23, 'Male', 56.76350231382309, 1.9961013449122724, 0.09115675, 34, 14.246363099997273, 94.33333333333333, 'High Risk'),
(128266, 64, 17, '08:46.1', 36.30868039956433, 96.06430702343857, 131, 87, 51, 'Female', 84.56793782567684, 1.6322067581803739, 0.1467123828716601, 44, 31.743542921645542, 101.66666666666667, 'High Risk'),
(128267, 94, 15, '07:46.1', 36.167859643055095, 95.94399523600926, 122, 73, 49, 'Female', 90.05502061640149, 1.642312897, 0.084858842, 49, 33.38843962838222, 89.33333333333333, 'High Risk'),
(128268, 98, 14, '06:46.1', 36.74226403679932, 98.81857268226847, 129, 77, 52, 'Male', 57.82028617928382, 1.678964224547993, 0.11913331085695515, 52, 20.511496739678908, 94.33333333333333, 'High Risk'),
(128269, 79, 15, '05:46.1', 36.611626387899896, 98.09598399325007, 135, 76, 45, 'Female', 79.61547593188304, 1.6932352868158222, 0.066730783, 59, 27.769168422324533, 95.66666666666666, 'Low Risk'),
(128270, 94, 19, '04:46.1', 36.502182301412354, 99.00431334311672, 116, 71, 76, 'Female', 86.93205961, 1.9602208278918987, 0.066186897, 45, 22.624030123865676, 86, 'High Risk'),
(128271, 91, 12, '03:46.1', 36.810631426529035, 98.64795787573202, 137, 82, 42, 'Female', 68.42799736415893, 1.718075867920101, 0.084649176, 55, 23.181906744071906, 100.33333333333333, 'High Risk'),
(128272, 94, 14, '02:46.1', 36.79446585506901, 96.35259957926176, 131, 89, 52, 'Female', 59.42978219757873, 1.8157291074613453, 0.11021674201529405, 42, 18.026110429003946, 103, 'High Risk'),
(128273, 76, 15, '01:46.1', 37.30766717796734, 95.87466333693528, 136, 82, 48, 'Female', 81.01167047487823, 1.5759904001416496, 0.11381034730993927, 54, 32.61673251273146, 100, 'High Risk'),
(128274, 65, 13, '00:46.1', 37.31003943630416, 96.19345670127186, 139, 70, 67, 'Female', 94.04050390304843, 1.9688351917347124, 0.051411843, 69, 24.260302990769535, 93, 'Low Risk'),
(128275, 85, 14, '59:46.1', 36.90286874, 98.07458766364955, 122, 76, 65, 'Female', 66.25766092978866, 1.9031020023222842, 0.12463685014098413, 46, 18.294138710533897, 91.33333333333333, 'High Risk'),
(128276, 88, 12, '58:46.1', 36.72844930012587, 96.53187774606278, 124, 77, 56, 'Male', 63.24259464641978, 1.8915474808595714, 0.11723642178852718, 47, 17.675641513017155, 92.66666666666667, 'High Risk'),
(128277, 99, 14, '57:46.1', 36.134778657775946, 98.70545254491762, 130, 84, 21, 'Female', 73.91328032832809, 1.7210287711536245, 0.12178343919947844, 46, 24.95434733697704, 99.33333333333333, 'High Risk'),
(128278, 83, 19, '56:46.1', 36.968577844077714, 97.46694399000523, 129, 70, 56, 'Male', 64.64835389111792, 1.7959626535281072, 0.10420542429102939, 59, 20.04300654602666, 89.66666666666666, 'Low Risk'),
(128279, 75, 17, '55:46.1', 36.825427900600594, 95.92407660344644, 125, 81, 82, 'Female', 74.23363869707364, 1.9376889871996799, 0.052431275567136254, 44, 19.771180767522747, 95.66666666666667, 'Low Risk'),
(128280, 64, 16, '54:46.1', 37.03615322251591, 99.51027451410627, 137, 85, 66, 'Male', 80.93943005951941, 1.9042767805407808, 0.148207027, 52, 22.320298485590847, 102.33333333333333, 'Low Risk'),
(128281, 83, 12, '53:46.1', 36.61766494268634, 98.89574407160399, 138, 74, 81, 'Male', 85.00378338275297, 1.6787306511905307, 0.093240248, 64, 30.163116793372748, 95.33333333333333, 'High Risk'),
(128282, 63, 12, '52:46.1', 36.32457749885841, 99.10106919327431, 124, 84, 28, 'Female', 95.66831922687157, 1.5514374455701312, 0.078932414, 40, 39.74656531753798, 97.33333333333333, 'High Risk'),
(128283, 77, 14, '51:46.1', 36.570656638705884, 98.07004888032817, 125, 79, 45, 'Female', 52.35281800731871, 1.972501945215051, 0.1477688275165704, 46, 13.455665527799216, 94.33333333333333, 'High Risk'),
(128284, 72, 16, '50:46.1', 36.02448158738735, 95.05261845527325, 130, 85, 30, 'Male', 95.05725297293918, 1.9365192211349478, 0.13704387471217874, 45, 25.34787960285495, 100, 'Low Risk'),
(128285, 85, 17, '49:46.1', 36.72231131179581, 95.61150679281266, 126, 86, 77, 'Male', 87.65105782, 1.5644789454872734, 0.11554358441790648, 40, 35.81110451311368, 99.33333333333333, 'High Risk'),
(128286, 90, 17, '48:46.1', 36.4421826, 97.60608755084164, 138, 87, 22, 'Female', 96.52976439887199, 1.8586966397962479, 0.1093427585088104, 51, 27.94114625400292, 104, 'Low Risk'),
(128287, 97, 17, '47:46.1', 36.69071509641597, 97.03303730236057, 122, 88, 80, 'Male', 69.22778370813214, 1.832342402607022, 0.08268792, 34, 20.618979388442824, 99.33333333333333, 'High Risk'),
(128288, 79, 19, '46:46.1', 37.15733641554862, 97.10531968531429, 130, 83, 57, 'Male', 94.25677362937193, 1.5270492479710231, 0.076521777, 47, 40.42094689708468, 98.66666666666667, 'High Risk'),
(128289, 81, 13, '45:46.1', 36.89021803252121, 95.32262431820338, 115, 71, 78, 'Male', 96.90678734988222, 1.9019639874145868, 0.052534771803652416, 44, 26.788575292457516, 85.66666666666667, 'Low Risk'),
(128290, 86, 14, '44:46.1', 36.59745986665073, 96.63231496385653, 133, 75, 27, 'Female', 74.83190435326462, 1.6020369613331784, 0.096948556, 58, 29.156925967377042, 94.33333333333333, 'Low Risk'),
(128291, 99, 18, '43:46.1', 37.218297692451785, 97.16965094762351, 131, 71, 30, 'Female', 78.16707039583233, 1.8447107926411317, 0.13659775744419422, 60, 22.970331252376248, 91, 'High Risk'),
(128292, 68, 13, '42:46.1', 36.82454636, 98.02898658366962, 123, 74, 18, 'Male', 70.56059796393107, 1.6212447046608278, 0.11399159285113332, 49, 26.84510527186888, 90.33333333333333, 'Low Risk'),
(128293, 92, 17, '41:46.1', 36.53031560725115, 98.59315672848983, 127, 87, 75, 'Female', 71.76216472428757, 1.7850433584018637, 0.11945614119138849, 40, 22.52153522895944, 100.33333333333333, 'High Risk'),
(128294, 83, 19, '40:46.1', 36.29355950787078, 97.11576759, 136, 86, 35, 'Female', 98.79164395685663, 1.7892150205181636, 0.074417732, 50, 30.85994456370611, 102.66666666666666, 'High Risk'),
(128295, 82, 18, '39:46.1', 37.44025925653548, 99.53803537, 126, 73, 86, 'Male', 60.58162383437603, 1.8420093438283955, 0.082561409, 53, 17.854893013847953, 90.66666666666666, 'High Risk'),
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(128472, 62, 19, '42:46.1', 36.55735101912395, 98.90344304004647, 132, 87, 31, 'Male', 89.80815709284431, 1.531866961371371, 0.064008274, 45, 38.271341484409305, 102, 'High Risk'),
(128473, 91, 12, '41:46.1', 36.92186535646969, 98.88717927902552, 137, 71, 79, 'Male', 72.59357310572561, 1.5949976411438054, 0.129290994, 66, 28.535013541315813, 93, 'High Risk'),
(128474, 66, 18, '40:46.1', 36.33498630002348, 95.25462882503973, 116, 89, 49, 'Male', 64.21406724932935, 1.9947875385965212, 0.087685982, 27, 16.137523417157123, 98, 'High Risk'),
(128475, 74, 15, '39:46.1', 36.43030336267202, 98.75261203520796, 132, 70, 21, 'Female', 74.60946554, 1.977194159009071, 0.062550675, 62, 19.085137418164845, 90.66666666666666, 'Low Risk'),
(128476, 70, 16, '38:46.1', 36.99837424380508, 96.99644711083161, 130, 79, 52, 'Female', 52.95391500545458, 1.5231285817660445, 0.072772225, 51, 22.825743802253644, 96, 'Low Risk'),
(128477, 89, 14, '37:46.1', 37.433154759684626, 95.43537276986275, 121, 84, 76, 'Male', 77.59727601, 1.7647662902891281, 0.055847241979765164, 37, 24.915641705540043, 96.33333333333333, 'Low Risk'),
(128478, 64, 13, '36:46.1', 36.22176149347782, 95.15523364069028, 113, 77, 40, 'Male', 79.10152397180238, 1.502218297338849, 0.1232380013947283, 36, 35.05248044966301, 89, 'High Risk'),
(128479, 86, 15, '35:46.1', 36.40469412047545, 95.46398450935679, 125, 85, 56, 'Male', 52.17179300398216, 1.8132355485651612, 0.054470132, 40, 15.868187110763392, 98.33333333333333, 'High Risk'),
(128480, 94, 17, '34:46.1', 36.10721311901665, 98.5522129, 111, 72, 85, 'Male', 96.06999465619663, 1.8945873472075125, 0.089530918, 39, 26.76446097889134, 85, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(128482, 87, 15, '32:46.1', 36.694343192403764, 95.40189166, 131, 87, 85, 'Male', 97.21539454757507, 1.9346776695583476, 0.12198671885524151, 44, 25.97274222, 101.66666666666667, 'Low Risk'),
(128483, 89, 18, '31:46.1', 37.326373003227516, 96.34817504289802, 113, 89, 41, 'Male', 72.25842686054197, 1.9162516264809064, 0.10975562247271337, 24, 19.678112057124807, 97, 'Low Risk'),
(128484, 92, 14, '30:46.1', 37.09348636489646, 98.55242501960731, 131, 74, 29, 'Female', 69.98455997988744, 1.8082695025991058, 0.070425331, 57, 21.403062557174334, 93, 'High Risk'),
(128485, 98, 18, '29:46.1', 37.339534763863014, 99.25104749179735, 123, 88, 55, 'Male', 90.70800431867934, 1.845358256890958, 0.099458742, 35, 26.636933550146775, 99.66666666666667, 'High Risk'),
(128486, 74, 16, '28:46.1', 37.20714531681479, 97.50130728231643, 118, 72, 32, 'Male', 79.32611155086958, 1.7770639432555482, 0.073421722, 46, 25.11944595159924, 87.33333333333333, 'Low Risk'),
(128487, 73, 16, '27:46.1', 37.15650690439449, 99.34988084290653, 130, 89, 42, 'Female', 51.16035122199394, 1.757664943516499, 0.071738075, 41, 16.560038251377044, 102.66666666666667, 'High Risk'),
(128488, 69, 17, '26:46.1', 36.064641135408735, 99.29907136146288, 131, 73, 86, 'Female', 67.31332728988889, 1.5790211513383232, 0.1099865231989117, 58, 26.99760029138299, 92.33333333333333, 'Low Risk'),
(128489, 62, 14, '25:46.1', 36.720972467472414, 96.02322619758401, 134, 76, 45, 'Female', 50.60103673482084, 1.665477087576066, 0.1289587576954923, 58, 18.24240487128474, 95.33333333333333, 'High Risk'),
(128490, 70, 14, '24:46.1', 36.83237013804793, 99.05417068531119, 135, 81, 29, 'Male', 53.491749291736944, 1.6923818508186117, 0.11620328518639658, 54, 18.67626733586237, 99, 'Low Risk'),
(128491, 70, 18, '23:46.1', 36.47002633173421, 97.6315955, 118, 88, 54, 'Male', 90.27582989485825, 1.8992593738406438, 0.099441754, 30, 25.026662240957418, 98, 'Low Risk'),
(128492, 64, 18, '22:46.1', 37.34832031, 97.1788425, 117, 81, 46, 'Male', 79.37826328199765, 1.6332850508792598, 0.12137614364181391, 36, 29.756210244797778, 93, 'Low Risk'),
(128493, 66, 12, '21:46.1', 36.60205118586258, 99.55103302, 133, 74, 35, 'Male', 56.09062780627057, 1.6194053091238414, 0.1316465504004569, 59, 21.38844362973854, 93.66666666666666, 'Low Risk'),
(128494, 78, 19, '20:46.1', 36.898239799051524, 99.58478124660607, 131, 76, 23, 'Male', 69.51555334605926, 1.5900160928726776, 0.061690133689897876, 55, 27.49659672931689, 94.33333333333333, 'Low Risk'),
(128495, 68, 17, '19:46.1', 37.27059883045493, 97.81693603134278, 138, 77, 18, 'Male', 76.61333234, 1.8019270924363586, 0.077269767, 61, 23.595540086536694, 97.33333333333333, 'Low Risk'),
(128496, 90, 14, '18:46.1', 37.12544746467321, 98.55739770763755, 131, 82, 39, 'Male', 76.12950569238703, 1.6233327948671024, 0.11623167770013725, 49, 28.889357621614856, 98.33333333333333, 'Low Risk'),
(128497, 76, 13, '17:46.1', 37.38513532131104, 99.96556643804806, 110, 83, 61, 'Male', 70.88349182738284, 1.9500647766967012, 0.099759888, 27, 18.640048055301843, 92, 'Low Risk'),
(128498, 83, 16, '16:46.1', 36.81743669611852, 98.72747972652992, 139, 85, 27, 'Female', 77.09483627688817, 1.8938487954583119, 0.057725295209933206, 54, 21.494863243900447, 103, 'Low Risk'),
(128499, 68, 15, '15:46.1', 36.89113053132231, 97.50232139, 119, 70, 51, 'Male', 71.92035750568343, 1.8930396088455377, 0.069680951, 49, 20.069309734501232, 86.33333333333333, 'Low Risk'),
(128500, 87, 18, '14:46.1', 37.16314491364765, 98.62360615744228, 136, 86, 81, 'Male', 51.346653196138824, 1.9154440329195248, 0.10917619546167107, 50, 13.995009817559254, 102.66666666666666, 'High Risk'),
(128501, 71, 13, '13:46.1', 36.84711725682792, 97.69144596945868, 129, 73, 71, 'Female', 85.62955882121429, 1.7178463753818085, 0.14828083126585317, 56, 29.017170441893278, 91.66666666666666, 'Low Risk'),
(128502, 61, 12, '12:46.1', 36.70923300200321, 97.03447494015681, 129, 85, 76, 'Male', 93.97424028138163, 1.7202297119441046, 0.1400940203359971, 44, 31.75674152917205, 99.66666666666667, 'High Risk'),
(128503, 71, 13, '11:46.1', 36.72502210887008, 99.43056496, 137, 78, 34, 'Female', 95.97500847302388, 1.5106447492005206, 0.087523411, 59, 42.05653301330072, 97.66666666666666, 'High Risk'),
(128504, 82, 17, '10:46.1', 36.92159320301078, 97.52905813273752, 126, 70, 76, 'Female', 66.16359247530562, 1.7325215775248721, 0.12639150565420038, 56, 22.042546905211143, 88.66666666666666, 'Low Risk'),
(128505, 80, 15, '09:46.1', 36.60250586028548, 98.08965780361595, 134, 71, 62, 'Male', 83.80968818082962, 1.6661499009069336, 0.053091235, 63, 30.190206360618568, 92, 'High Risk'),
(128506, 78, 14, '08:46.1', 36.93222338991877, 98.71009082300647, 132, 85, 78, 'Male', 81.73642528492255, 1.9582429986295957, 0.11209567828360695, 47, 21.314859541729817, 100.66666666666667, 'Low Risk'),
(128507, 72, 12, '07:46.1', 36.75027423400802, 96.41271629475088, 131, 84, 44, 'Female', 94.83215268734179, 1.7219468604837112, 0.087358681, 47, 31.98277327, 99.66666666666667, 'High Risk'),
(128508, 79, 15, '06:46.1', 36.52430971716791, 99.41560187877496, 137, 73, 26, 'Male', 99.08484075, 1.5770691993999892, 0.087042614, 64, 39.83875114993098, 94.33333333333333, 'High Risk'),
(128509, 78, 12, '05:46.1', 36.96575770172466, 98.65268659070107, 126, 76, 28, 'Female', 81.81007957878845, 1.692003069993863, 0.10483320523733147, 50, 28.576202957726665, 92.66666666666666, 'Low Risk'),
(128510, 96, 13, '04:46.1', 36.03656003163659, 98.83650004933786, 125, 72, 53, 'Male', 75.36288740446864, 1.7719856508107856, 0.077624901, 53, 24.001430566816246, 89.66666666666666, 'High Risk'),
(128511, 70, 15, '03:46.1', 36.171461232619784, 98.94922714437875, 127, 84, 38, 'Male', 86.83051077651572, 1.5936264042950408, 0.13412066653083893, 43, 34.19001742154101, 98.33333333333333, 'High Risk'),
(128512, 88, 14, '02:46.1', 36.43895565373909, 95.41875959785385, 128, 74, 66, 'Female', 59.31546304882419, 1.62270263, 0.070120657, 54, 22.526309408398394, 92, 'Low Risk'),
(128513, 80, 18, '01:46.1', 37.25028698068836, 97.44493884308181, 133, 72, 24, 'Female', 68.66056514260384, 1.827225441036091, 0.099557004, 61, 20.564734498531184, 92.33333333333333, 'Low Risk'),
(128514, 75, 16, '00:46.1', 36.95410121528813, 96.67544328494508, 130, 83, 27, 'Male', 97.07850435883773, 1.609586832435126, 0.075327733, 47, 37.470911325247094, 98.66666666666667, 'High Risk'),
(128515, 99, 14, '59:46.1', 37.04609223927509, 95.24176745699663, 115, 72, 38, 'Female', 61.98487860276413, 1.9079519214522322, 0.089793095, 43, 17.02750049, 86.33333333333333, 'High Risk'),
(128516, 91, 12, '58:46.1', 36.52096956577839, 96.80345142102459, 133, 85, 45, 'Female', 58.83550000148172, 1.9757158313499956, 0.11420856311989502, 48, 15.072680343381977, 101, 'High Risk'),
(128517, 68, 19, '57:46.1', 37.40475589, 98.80922241376246, 112, 86, 63, 'Female', 50.32388464, 1.6952342836885443, 0.1380682962248589, 26, 17.51115146490039, 94.66666666666667, 'High Risk'),
(128518, 64, 12, '56:46.1', 36.32110779493667, 95.31192938648779, 134, 76, 21, 'Female', 62.25529393923141, 1.657462839070094, 0.1220668842152734, 58, 22.661501805253437, 95.33333333333333, 'Low Risk'),
(128519, 98, 14, '55:46.1', 36.614832626517114, 96.45450050069394, 134, 78, 18, 'Female', 94.91457484605286, 1.7182077691898021, 0.084090121, 56, 32.150042386828424, 96.66666666666666, 'High Risk'),
(128520, 69, 17, '54:46.1', 37.14189896778568, 99.31060789, 138, 78, 62, 'Male', 97.68802959496497, 1.668140751922235, 0.081857195, 60, 35.10556487803424, 98, 'High Risk'),
(128521, 90, 14, '53:46.1', 37.32069782892966, 96.90585193149192, 117, 76, 24, 'Female', 96.49589108, 1.7844487566175653, 0.11431418458636436, 41, 30.304048957874357, 89.66666666666667, 'High Risk'),
(128522, 82, 12, '52:46.1', 37.35464479552847, 95.28934396717774, 132, 83, 64, 'Female', 81.83243500019321, 1.5285182860063786, 0.060248811, 49, 35.025488160853754, 99.33333333333333, 'High Risk'),
(128523, 62, 16, '51:46.1', 37.04815245908565, 95.53548489, 136, 78, 57, 'Male', 96.57657871216814, 1.6037352996617873, 0.1045754498581084, 58, 37.54969719276108, 97.33333333333333, 'High Risk'),
(128524, 69, 14, '50:46.1', 36.28524642642915, 98.07027415614056, 134, 70, 83, 'Male', 93.40349697697201, 1.8915022413722868, 0.1153453422792663, 64, 26.106545942529056, 91.33333333333333, 'Low Risk'),
(128525, 88, 19, '49:46.1', 37.062708600826575, 95.79679867075932, 133, 85, 21, 'Female', 85.91931519140223, 1.8784983299525235, 0.10959035525713211, 48, 24.34833005871288, 101, 'Low Risk'),
(128526, 85, 17, '48:46.1', 36.13081120114567, 97.12954568148302, 119, 85, 62, 'Female', 85.79297445, 1.5242966180837088, 0.11770884867146393, 34, 36.92434099330787, 96.33333333333333, 'High Risk'),
(128527, 99, 17, '47:46.1', 36.375602432646225, 99.29326995480648, 115, 87, 75, 'Male', 69.49080657065426, 1.670359818676493, 0.10874842335376272, 28, 24.906189260208517, 96.33333333333333, 'High Risk'),
(128528, 63, 16, '46:46.1', 36.29197516640276, 95.94290524927614, 129, 71, 18, 'Male', 96.08291193969187, 1.5657352435366063, 0.058490751, 58, 39.193089738294425, 90.33333333333333, 'High Risk'),
(128529, 99, 12, '45:46.1', 36.61746524540426, 96.54976072738586, 123, 87, 29, 'Male', 88.91198526375278, 1.541237817212226, 0.052012784, 36, 37.43010057, 99, 'High Risk'),
(128530, 72, 13, '44:46.1', 36.71910952711626, 97.48514666, 112, 86, 74, 'Female', 93.80309577323028, 1.9666843801466736, 0.10935233302360026, 26, 24.25201535, 94.66666666666667, 'Low Risk'),
(128531, 85, 15, '43:46.1', 36.842051436598055, 96.60048129625471, 118, 86, 41, 'Male', 59.89213102364644, 1.6143062193327922, 0.090294767, 32, 22.98253478484037, 96.66666666666667, 'Low Risk'),
(128532, 75, 14, '42:46.1', 36.548691765044794, 99.52473059448636, 121, 77, 50, 'Female', 78.36489551, 1.8596909756583857, 0.11810585512537587, 44, 22.65896098454716, 91.66666666666667, 'Low Risk'),
(128533, 64, 16, '41:46.1', 37.39629095633543, 99.11012559, 116, 76, 45, 'Male', 83.94720989919061, 1.5959081819761556, 0.05365124, 40, 32.96024746777683, 89.33333333333333, 'High Risk'),
(128534, 77, 17, '40:46.1', 36.29826073049928, 97.23474070498699, 129, 76, 82, 'Male', 86.66291041039389, 1.9176082877323242, 0.065529152, 53, 23.567497727733155, 93.66666666666666, 'Low Risk'),
(128535, 70, 19, '39:46.1', 36.86919461393605, 99.63906401486811, 132, 78, 60, 'Female', 80.19836488443465, 1.557714894298898, 0.10347831475605446, 54, 33.051377828127045, 96, 'High Risk'),
(128536, 71, 16, '38:46.1', 36.12556030912553, 99.64480188, 129, 86, 41, 'Female', 77.10670356424113, 1.5833082362688196, 0.14475447649959491, 43, 30.75821971071489, 100.33333333333333, 'High Risk'),
(128537, 89, 14, '37:46.1', 36.577150935454846, 99.87958503298113, 110, 79, 64, 'Male', 53.34072041939707, 1.858610698973346, 0.096455211, 31, 15.441234246567817, 89.33333333333333, 'High Risk'),
(128538, 73, 13, '36:46.1', 36.68739287549433, 99.26660576077786, 125, 82, 22, 'Female', 92.25009448508607, 1.9836156600792654, 0.056879443, 43, 23.445082382362123, 96.33333333333333, 'Low Risk'),
(128539, 95, 17, '35:46.1', 36.435982973748345, 95.17387071475089, 130, 86, 87, 'Female', 76.65722477, 1.8409321679590587, 0.11981021329225308, 44, 22.61921451411367, 100.66666666666667, 'High Risk'),
(128540, 73, 19, '34:46.1', 36.95216052150233, 97.26028487363074, 135, 75, 54, 'Female', 73.83903563660829, 1.9032173385373699, 0.1304483876016449, 60, 20.384930962786864, 95, 'Low Risk'),
(128541, 98, 12, '33:46.1', 36.37266510575402, 97.44097965715495, 123, 80, 79, 'Female', 87.21066001181626, 1.7143126825579031, 0.14272340096611702, 43, 29.674915918598913, 94.33333333333333, 'High Risk'),
(128542, 62, 15, '32:46.1', 36.247765717208374, 98.93741341800038, 125, 82, 45, 'Female', 67.07367718377859, 1.6019260247025175, 0.052121128, 43, 26.13768997935291, 96.33333333333333, 'Low Risk'),
(128543, 98, 16, '31:46.1', 37.321126174035996, 98.48576202129982, 131, 79, 65, 'Female', 80.24384329, 1.8753694755758479, 0.082747677, 52, 22.815922617689093, 96.33333333333333, 'High Risk'),
(128544, 83, 16, '30:46.1', 36.15547392563324, 95.97219040637405, 139, 81, 80, 'Female', 54.88914927047868, 1.888261334556034, 0.073506657, 58, 15.394383419752396, 100.33333333333333, 'High Risk'),
(128545, 60, 12, '29:46.1', 37.26728652721938, 98.49973466970323, 132, 88, 33, 'Female', 77.79352015954136, 1.8200369469812814, 0.14452279318168854, 44, 23.48459176274363, 102.66666666666667, 'Low Risk'),
(128546, 84, 12, '28:46.1', 37.39848478945076, 95.83667165656776, 134, 78, 36, 'Female', 70.82137676475071, 1.9815220642669449, 0.12881065605720998, 56, 18.037092813325238, 96.66666666666666, 'High Risk'),
(128547, 97, 14, '27:46.1', 37.11605709291332, 96.36583222065426, 129, 77, 25, 'Male', 67.06429162149571, 1.8050505735436257, 0.051222534808267106, 52, 20.583185729543146, 94.33333333333333, 'High Risk'),
(128548, 99, 16, '26:46.1', 36.72322551857916, 96.97365982847435, 111, 73, 84, 'Female', 71.93708658765604, 1.7738325111444482, 0.13827095142842655, 38, 22.862705609783045, 85.66666666666667, 'High Risk'),
(128549, 99, 18, '25:46.1', 37.46581711766737, 98.68814083, 128, 84, 40, 'Female', 52.12391383076891, 1.6961913118570593, 0.11317346110074471, 44, 18.11704443213853, 98.66666666666667, 'High Risk'),
(128550, 64, 15, '24:46.1', 36.838744980752196, 98.94086760238775, 114, 78, 51, 'Male', 68.07372422, 1.8401264675766464, 0.12852160338306795, 36, 20.104078287382944, 90, 'Low Risk'),
(128551, 94, 19, '23:46.1', 36.22489614305786, 95.80754856085049, 121, 83, 71, 'Female', 50.70139690251386, 1.6775922276922721, 0.088287663, 38, 18.015532947971572, 95.66666666666667, 'High Risk'),
(128552, 85, 17, '22:46.1', 36.093988930423514, 96.74388962463075, 127, 83, 35, 'Female', 52.40680147073113, 1.5966559549122112, 0.054671249218984766, 44, 20.557247479033542, 97.66666666666667, 'Low Risk'),
(128553, 88, 17, '21:46.1', 37.092284340630044, 95.87006294408484, 124, 88, 24, 'Female', 80.65295987897683, 1.6235882076629933, 0.079569638, 36, 30.59627343716558, 100, 'High Risk'),
(128554, 91, 16, '20:46.1', 36.18149855367433, 99.00465789743036, 139, 73, 68, 'Male', 66.53803646821545, 1.5169438462309024, 0.1288730554406071, 66, 28.91551766391127, 95, 'High Risk'),
(128555, 98, 13, '19:46.1', 36.50009064239034, 95.92023092667701, 132, 84, 30, 'Female', 64.31736180088129, 1.5740031297037538, 0.06920046, 48, 25.96073827857574, 100, 'High Risk'),
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(128732, 95, 16, '22:46.1', 36.92246540132587, 96.10363995012739, 136, 77, 35, 'Male', 53.75952436727338, 1.9909074926543364, 0.1315570116235961, 59, 13.562921733109158, 96.66666666666666, 'High Risk'),
(128733, 79, 15, '21:46.1', 37.114595471338944, 97.35144691528458, 113, 81, 74, 'Male', 76.19087091537882, 1.7604456715355192, 0.064296819, 32, 24.58429076925338, 91.66666666666667, 'Low Risk'),
(128734, 99, 19, '20:46.1', 36.789180592166105, 97.10000958583231, 116, 73, 45, 'Female', 60.338743076401606, 1.8488725694595627, 0.053558154511808266, 43, 17.65152779084393, 87.33333333333333, 'High Risk'),
(128735, 88, 15, '19:46.1', 36.65638544463561, 97.66903553145114, 134, 74, 57, 'Male', 52.78732190708061, 1.6089028619475936, 0.10703342314394615, 60, 20.392476982987397, 94, 'Low Risk'),
(128736, 63, 17, '18:46.1', 37.45841555415343, 99.11906722733025, 121, 77, 29, 'Male', 89.73518056527129, 1.9306052680884642, 0.13147208678917507, 44, 24.075525049718607, 91.66666666666667, 'Low Risk'),
(128737, 69, 16, '17:46.1', 36.11114092951866, 99.61039565451755, 125, 79, 45, 'Female', 80.18161226108904, 1.7318637631730271, 0.13690881108474773, 46, 26.73297757084221, 94.33333333333333, 'Low Risk'),
(128738, 72, 15, '16:46.1', 37.437602417508124, 97.30714607388882, 121, 78, 39, 'Male', 85.65964877156591, 1.5255853333362377, 0.085517128, 43, 36.80469979367918, 92.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(128739, 78, 19, '15:46.1', 36.510189566827385, 96.94441126547746, 120, 78, 86, 'Male', 68.08104293, 1.7885688844562853, 0.14340886766873215, 42, 21.28211853883658, 92, 'Low Risk'),
(128740, 63, 16, '14:46.1', 37.33006785809909, 99.27935859, 113, 80, 29, 'Male', 62.77544223551805, 1.8731627526633012, 0.104051291, 33, 17.891170485828365, 91, 'High Risk'),
(128741, 96, 13, '13:46.1', 37.31139449759448, 98.74011513712122, 114, 70, 29, 'Female', 84.46869458940449, 1.6656185191977186, 0.083254129, 44, 30.447013562612984, 84.66666666666667, 'High Risk'),
(128742, 60, 13, '12:46.1', 37.44308002636748, 95.29788888, 126, 82, 84, 'Male', 65.12120260448759, 1.8364784965136987, 0.053810702, 44, 19.308596949270502, 96.66666666666667, 'Low Risk'),
(128743, 60, 16, '11:46.1', 36.62303135719576, 95.17393843855525, 127, 71, 26, 'Male', 83.59751011405243, 1.8742778109069154, 0.1405991187557052, 56, 23.79717558895758, 89.66666666666666, 'Low Risk'),
(128744, 88, 13, '10:46.1', 37.261206458469374, 99.47220548325507, 129, 75, 39, 'Female', 78.37657677791961, 1.8041992133546776, 0.13009200930709153, 54, 24.077828279963686, 93, 'Low Risk'),
(128745, 79, 16, '09:46.1', 36.506978445567775, 97.56177511268481, 133, 71, 87, 'Female', 71.30830746142627, 1.5833490156484742, 0.05013134, 62, 28.44374755772669, 91.66666666666666, 'Low Risk'),
(128746, 95, 14, '08:46.1', 36.89821980373865, 96.54355799689853, 118, 72, 74, 'Male', 83.14901444312048, 1.8562570905311606, 0.13086860775049136, 46, 24.131307553750748, 87.33333333333333, 'High Risk'),
(128747, 94, 14, '07:46.1', 36.64983873307093, 96.99120711311403, 114, 72, 64, 'Female', 93.71600568464282, 1.7659424699241435, 0.088191573, 42, 30.051120337557624, 86, 'High Risk'),
(128748, 63, 19, '06:46.1', 36.532079746850066, 95.81921552420057, 125, 72, 28, 'Female', 92.60350997435819, 1.5221060104076225, 0.098137677, 53, 39.97032195124572, 89.66666666666666, 'High Risk'),
(128749, 78, 14, '05:46.1', 37.23003523562027, 99.05720812, 135, 76, 63, 'Female', 74.48877348389583, 1.7672766869425418, 0.052362503, 59, 23.849634421274896, 95.66666666666666, 'Low Risk'),
(128750, 88, 17, '04:46.1', 36.67957437715984, 98.15464562257458, 130, 87, 87, 'Female', 95.43805939773742, 1.6873384878198805, 0.052894729840514576, 43, 33.52101608124523, 101.33333333333333, 'High Risk'),
(128751, 86, 18, '03:46.1', 36.578070389600704, 97.86979401734123, 134, 78, 35, 'Female', 50.34124317987265, 1.610367172794083, 0.136876321, 56, 19.412171452659486, 96.66666666666666, 'Low Risk'),
(128752, 63, 16, '02:46.1', 36.723102235287215, 97.30211671903378, 126, 76, 47, 'Male', 76.22390577862663, 1.9045507917263422, 0.13457078376685344, 50, 21.013871889491963, 92.66666666666666, 'Low Risk'),
(128753, 62, 14, '01:46.1', 37.158580672511654, 97.41224550708833, 128, 76, 34, 'Female', 69.16509204499005, 1.5382964280654385, 0.071761203, 52, 29.22852476564724, 93.33333333333333, 'Low Risk'),
(128754, 80, 18, '00:46.1', 37.19638268443888, 96.01518650289323, 137, 80, 75, 'Male', 84.15959817897772, 1.5183235578917011, 0.059088748, 57, 36.50690303614729, 99, 'High Risk'),
(128755, 86, 16, '59:46.1', 36.13428368597648, 97.18140520674748, 127, 87, 46, 'Female', 89.62560106905396, 1.9746233764458276, 0.082288465, 40, 22.98600691978983, 100.33333333333333, 'Low Risk'),
(128756, 92, 13, '58:46.1', 36.13157256113186, 97.72358988, 135, 89, 29, 'Male', 92.14647635186643, 1.985657756166117, 0.07235798, 46, 23.370604158275185, 104.33333333333333, 'High Risk'),
(128757, 65, 12, '57:46.1', 37.33376209025208, 98.69322183307602, 130, 70, 21, 'Female', 97.64358310867453, 1.506377633323336, 0.13276534198963647, 60, 43.03046017275102, 90, 'High Risk'),
(128758, 98, 12, '56:46.1', 37.05884316206217, 99.79639855244025, 111, 78, 60, 'Male', 53.81500954759643, 1.6626936751432175, 0.12926234336640663, 33, 19.46609919798037, 89, 'High Risk'),
(128759, 96, 12, '55:46.1', 36.68029422, 96.13758594500963, 115, 71, 21, 'Female', 63.54419480507156, 1.834577484420947, 0.11254502032029923, 44, 18.88007706333093, 85.66666666666667, 'High Risk'),
(128760, 60, 14, '54:46.1', 37.27497597994091, 97.43337105572306, 117, 83, 53, 'Female', 74.47708003, 1.9549085073168615, 0.068572692, 34, 19.48811205328667, 94.33333333333333, 'Low Risk'),
(128761, 64, 18, '53:46.1', 36.86684615900101, 96.32949891370046, 119, 71, 65, 'Female', 57.202460272391164, 1.8035520014528073, 0.1295196553388992, 48, 17.585607293287797, 87, 'High Risk'),
(128762, 82, 15, '52:46.1', 37.45166507256831, 95.76051055914358, 134, 89, 71, 'Male', 73.30298478983815, 1.723558123438214, 0.13040531933278754, 45, 24.675717608201953, 104, 'Low Risk'),
(128763, 92, 12, '51:46.1', 36.21913340254764, 96.82388632923929, 111, 73, 89, 'Male', 84.11996337453121, 1.9518804536694814, 0.11861009265366385, 38, 22.07967339049519, 85.66666666666667, 'High Risk'),
(128764, 68, 19, '50:46.1', 36.95247023603833, 98.63443284, 113, 70, 81, 'Male', 89.32530357105996, 1.6758780814702832, 0.12843710719858903, 43, 31.80457957093235, 84.33333333333333, 'High Risk'),
(128765, 96, 13, '49:46.1', 36.14245372149092, 99.70603990200722, 122, 80, 50, 'Male', 63.64579507816011, 1.9953809529277275, 0.099945985, 42, 15.985199896882243, 94, 'High Risk'),
(128766, 75, 15, '48:46.1', 37.11467744, 95.90271218394007, 126, 87, 64, 'Female', 67.80619773492994, 1.9799878702914628, 0.057381574733411295, 39, 17.295946464583096, 100, 'High Risk'),
(128767, 98, 15, '47:46.1', 36.35238381151508, 96.45160080950042, 134, 77, 82, 'Female', 52.03243953, 1.5082966694902673, 0.061515468, 57, 22.871815765023666, 96, 'High Risk'),
(128768, 74, 18, '46:46.1', 36.40924783932647, 96.13345799419801, 127, 87, 73, 'Female', 55.00616029019873, 1.9670452975769468, 0.070074737, 40, 14.216169989898017, 100.33333333333333, 'High Risk'),
(128769, 77, 14, '45:46.1', 36.835244501008546, 96.65607996015656, 131, 72, 32, 'Female', 60.75392541464628, 1.583642643189675, 0.083922149, 59, 24.22478707407446, 91.66666666666666, 'Low Risk'),
(128770, 86, 16, '44:46.1', 36.04505418549266, 96.90560774, 128, 81, 72, 'Male', 77.83177923015096, 1.5167015143420326, 0.14320422762524015, 47, 33.83426275870175, 96.66666666666667, 'High Risk'),
(128771, 74, 16, '43:46.1', 36.580218724474626, 96.01357347558825, 114, 72, 32, 'Female', 75.02249405, 1.7868950500797127, 0.052911973, 42, 23.495971469887735, 86, 'Low Risk'),
(128772, 62, 14, '42:46.1', 37.280888004999866, 99.11316537886265, 113, 89, 36, 'Male', 92.06603848150189, 1.6248836815446457, 0.10656528422462684, 24, 34.87023722760243, 97, 'High Risk'),
(128773, 86, 19, '41:46.1', 36.30383631717817, 98.60171626431921, 123, 74, 23, 'Male', 91.25730165006665, 1.7599065827687255, 0.12336565901760367, 49, 29.463775157048033, 90.33333333333333, 'Low Risk'),
(128774, 89, 14, '40:46.1', 36.78193989104649, 98.44908416193023, 116, 77, 55, 'Male', 62.688709734012804, 1.8631788870150787, 0.077284418, 39, 18.05843967427183, 90, 'High Risk'),
(128775, 70, 17, '39:46.1', 36.370766703009544, 96.28211201919727, 120, 81, 30, 'Male', 62.62765471342754, 1.5539597065013842, 0.11050655533363793, 39, 25.93502323524863, 94, 'Low Risk'),
(128776, 60, 13, '38:46.1', 37.236604351898706, 97.95157074, 129, 89, 64, 'Female', 92.25044173432235, 1.8030518248769205, 0.1493712852210466, 40, 28.376056152906035, 102.33333333333333, 'Low Risk'),
(128777, 96, 14, '37:46.1', 36.41161370605238, 95.77566816527798, 124, 76, 20, 'Male', 95.59210973511958, 1.7277909679098655, 0.066383937, 48, 32.021350763094176, 92, 'High Risk'),
(128778, 96, 18, '36:46.1', 37.30218646576788, 99.66983385831456, 125, 81, 65, 'Female', 56.56778173786945, 1.931816810458206, 0.10061630365826778, 44, 15.15783819101974, 95.66666666666667, 'High Risk'),
(128779, 84, 16, '35:46.1', 37.40110246590314, 98.35337401997815, 133, 70, 89, 'Male', 92.33845476473684, 1.920264158289478, 0.12386205352601444, 63, 25.041517932699772, 91, 'Low Risk'),
(128780, 81, 19, '34:46.1', 36.15435044921968, 97.94099046309016, 127, 72, 65, 'Male', 63.47720275590855, 1.5198923154751016, 0.1345419980889418, 55, 27.47844434170286, 90.33333333333333, 'Low Risk'),
(128781, 83, 17, '33:46.1', 36.75673731600151, 97.96535607079204, 128, 81, 24, 'Female', 60.68259696444505, 1.6595663423666238, 0.10024894678799348, 47, 22.03306531428291, 96.66666666666667, 'Low Risk'),
(128782, 87, 19, '32:46.1', 36.08893096128598, 95.55103567475572, 135, 72, 37, 'Female', 74.87334318677935, 1.6457704063034924, 0.085964163, 63, 27.643226224093056, 93, 'Low Risk'),
(128783, 69, 14, '31:46.1', 37.35031778572901, 97.00478834136308, 121, 82, 78, 'Female', 70.43490890418627, 1.9047182322400276, 0.10274398963557793, 39, 19.41451203124669, 95, 'Low Risk'),
(128784, 83, 12, '30:46.1', 36.31835992352103, 96.34864555295042, 125, 72, 32, 'Female', 94.53935681486254, 1.6273959229051356, 0.13694032132955436, 53, 35.69654602260286, 89.66666666666666, 'High Risk'),
(128785, 67, 17, '29:46.1', 36.25921098372043, 96.85354545081513, 122, 73, 37, 'Female', 75.76085196800605, 1.8889157788150728, 0.1448842719002545, 49, 21.233405857999095, 89.33333333333333, 'Low Risk'),
(128786, 88, 13, '28:46.1', 36.872804196106514, 97.08248253643848, 110, 81, 87, 'Female', 52.39180594798937, 1.8730307193719913, 0.062848489, 29, 14.933911329236402, 90.66666666666667, 'High Risk'),
(128787, 60, 18, '27:46.1', 36.21923874538266, 99.02316737907772, 121, 80, 21, 'Female', 81.98653453081371, 1.5340412824139713, 0.057168422860862614, 41, 34.839220999033834, 93.66666666666667, 'High Risk'),
(128788, 73, 19, '26:46.1', 36.51869863100562, 99.15891838818615, 116, 87, 28, 'Female', 80.62464620348617, 1.9419152449556587, 0.12313285482384263, 29, 21.379979258214956, 96.66666666666667, 'Low Risk'),
(128789, 76, 13, '25:46.1', 36.59291418369335, 99.71670950295467, 132, 89, 39, 'Male', 52.13499723, 1.9330939948339232, 0.080503764, 43, 13.951580568588117, 103.33333333333333, 'High Risk'),
(128790, 61, 15, '24:46.1', 37.28489400283163, 96.02448079962438, 134, 79, 40, 'Female', 50.126723103457444, 1.788636750176609, 0.12750743483827393, 55, 15.668413172694262, 97.33333333333333, 'High Risk'),
(128791, 64, 13, '23:46.1', 36.21202934903183, 98.58922239123538, 116, 87, 80, 'Male', 69.2520403, 1.8906148627801675, 0.14148979249291754, 29, 19.374318621149953, 96.66666666666667, 'Low Risk'),
(128792, 76, 13, '22:46.1', 36.05919071621777, 99.04060434326358, 128, 75, 66, 'Male', 78.41105828931393, 1.8823071734915162, 0.14140239708825564, 53, 22.13075961, 92.66666666666666, 'Low Risk'),
(128793, 73, 17, '21:46.1', 36.43016461296348, 99.79856469290992, 130, 85, 62, 'Male', 65.46650433861308, 1.8098540773114256, 0.12078352282604586, 45, 19.98628291864609, 100, 'Low Risk'),
(128794, 81, 15, '20:46.1', 36.06888011398488, 95.34798943314111, 133, 76, 70, 'Male', 75.29485729797253, 1.8657501606927513, 0.095751555, 57, 21.630090630296948, 95, 'Low Risk'),
(128795, 97, 15, '19:46.1', 37.177418253822054, 99.19670525776034, 116, 77, 80, 'Male', 67.86074962436942, 1.590927253306521, 0.12330523888252982, 39, 26.81130848910035, 90, 'High Risk'),
(128796, 84, 15, '18:46.1', 36.411682590771505, 95.87837643812905, 122, 71, 50, 'Male', 74.74915994434384, 1.802623782211118, 0.10972381460944616, 51, 23.003616744636666, 88, 'Low Risk'),
(128797, 81, 17, '17:46.1', 37.13162934971723, 98.68131779466447, 129, 86, 22, 'Male', 80.78199925578679, 1.992757235213737, 0.053904563, 43, 20.342569479025997, 100.33333333333333, 'Low Risk'),
(128798, 87, 12, '16:46.1', 36.52482553354446, 97.79958602510001, 115, 74, 26, 'Male', 98.60099974201182, 1.9425778925483852, 0.12373373140151954, 41, 26.129099007054595, 87.66666666666667, 'Low Risk'),
(128799, 62, 19, '15:46.1', 37.13396179375554, 98.98104494350476, 137, 86, 37, 'Female', 87.44822808652006, 1.9944436803008747, 0.1015921785078919, 51, 21.98403768670757, 103, 'Low Risk'),
(128800, 68, 16, '14:46.1', 36.78949261088882, 99.87124492609932, 119, 85, 24, 'Male', 99.65313423695946, 1.652186706684408, 0.11488053711057535, 34, 36.506711633114854, 96.33333333333333, 'High Risk'),
(128801, 85, 15, '13:46.1', 36.97432317, 95.52563499018471, 122, 78, 54, 'Male', 99.53480743252899, 1.750535522540258, 0.09668424, 44, 32.481279189357394, 92.66666666666667, 'High Risk'),
(128802, 74, 12, '12:46.1', 36.40776752580232, 99.31251041282147, 113, 77, 51, 'Female', 95.28421001982679, 1.879961378035116, 0.08657594, 36, 26.960198365082967, 89, 'Low Risk'),
(128803, 98, 13, '11:46.1', 37.227005022109495, 99.58757786461872, 136, 75, 88, 'Female', 98.66199758, 1.7401115468128454, 0.066055304, 61, 32.58334947572133, 95.33333333333333, 'High Risk'),
(128804, 94, 14, '10:46.1', 36.64785237457568, 99.74101826172816, 129, 87, 58, 'Male', 78.04591617658747, 1.7116570625680163, 0.10585098621018729, 42, 26.638923480262775, 101, 'High Risk'),
(128805, 92, 12, '09:46.1', 36.40508971960872, 99.61135729220996, 136, 87, 52, 'Male', 85.99696748, 1.8841349053222165, 0.14596257853504735, 49, 24.224741209875177, 103.33333333333333, 'High Risk'),
(128806, 74, 17, '08:46.1', 37.27438327567806, 96.43546481533237, 117, 88, 72, 'Male', 97.97718518, 1.7206067538632928, 0.055022173463684224, 29, 33.09494865915115, 97.66666666666667, 'High Risk'),
(128807, 77, 12, '07:46.1', 36.219296291370036, 99.16699008997972, 135, 76, 23, 'Female', 83.90929854543555, 1.920366216572478, 0.083048634, 59, 22.753173380939675, 95.66666666666666, 'Low Risk'),
(128808, 93, 13, '06:46.1', 37.47805359621546, 97.19528852073891, 117, 86, 24, 'Female', 74.97593979119593, 1.800440218789373, 0.1079295134969969, 31, 23.129407441300774, 96.33333333333333, 'High Risk'),
(128809, 61, 12, '05:46.1', 37.28321692768917, 96.00461617593967, 120, 79, 49, 'Male', 53.88136109060969, 1.6564767990849356, 0.090935408, 41, 19.636670054534363, 92.66666666666667, 'Low Risk'),
(128810, 93, 19, '04:46.1', 36.332727846652865, 99.61170235912654, 136, 88, 71, 'Female', 74.34964337, 1.678474404917886, 0.063420197, 48, 26.39061090060991, 104, 'High Risk'),
(128811, 94, 13, '03:46.1', 36.09225018888637, 98.13133291983752, 118, 77, 71, 'Male', 90.20120466823748, 1.8746921646048462, 0.071738587, 41, 25.66565837622689, 90.66666666666667, 'High Risk'),
(128812, 60, 12, '02:46.1', 37.04293174565698, 98.16424107400681, 111, 73, 88, 'Female', 56.49179809437884, 1.9265096376444775, 0.069820706, 38, 15.220994404185292, 85.66666666666667, 'High Risk'),
(128813, 83, 19, '01:46.1', 36.314203115698575, 98.25623103403144, 119, 79, 47, 'Male', 50.852057421975175, 1.8730292179102483, 0.14542758386018922, 40, 14.495040211810986, 92.33333333333333, 'High Risk'),
(128814, 65, 17, '00:46.1', 36.558364980031115, 97.24239053, 121, 86, 84, 'Male', 77.67046935721254, 1.694617097196939, 0.072711712, 35, 27.046605226485074, 97.66666666666667, 'Low Risk'),
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(128991, 64, 12, '03:46.1', 36.92562514728492, 98.76550493982985, 137, 81, 66, 'Male', 51.52848381772238, 1.646277289513051, 0.088547139, 56, 19.012594675004813, 99.66666666666666, 'Low Risk'),
(128992, 71, 15, '02:46.1', 37.27387090696393, 99.88223147592551, 139, 70, 36, 'Male', 73.36436706960679, 1.7388482859814385, 0.093409073, 69, 24.263966180066745, 93, 'Low Risk'),
(128993, 65, 13, '01:46.1', 37.300597523749666, 96.19898540739291, 124, 86, 51, 'Male', 85.79911131130204, 1.5552595608860345, 0.066468854, 38, 35.47129383464417, 98.66666666666667, 'High Risk'),
(128994, 75, 18, '00:46.1', 37.41735687224704, 95.76750822697542, 123, 83, 36, 'Male', 89.31108429072175, 1.9257854447830736, 0.13521786850733242, 40, 24.081834204097476, 96.33333333333333, 'Low Risk'),
(128995, 81, 13, '59:46.1', 36.25758969523765, 99.86121072624832, 135, 85, 32, 'Female', 72.19663209892596, 1.9673668074868036, 0.08633783, 50, 18.652895571973392, 101.66666666666666, 'Low Risk'),
(128996, 61, 15, '58:46.1', 37.46761689, 98.91533956872718, 133, 88, 18, 'Male', 74.21746459157197, 1.7212378117554168, 0.073568759, 45, 25.050959103071552, 103, 'Low Risk'),
(128997, 83, 19, '57:46.1', 37.35937616918018, 95.34094482695953, 111, 86, 44, 'Female', 63.976799084130214, 1.8054012519126699, 0.080253367, 25, 19.62795388368506, 94.33333333333333, 'Low Risk'),
(128998, 91, 19, '56:46.1', 36.83890945494286, 98.60725796, 113, 80, 85, 'Female', 89.11217845, 1.7097701479518597, 0.096710839, 33, 30.483273336289134, 91, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(128999, 82, 16, '55:46.1', 36.54733878, 95.09945475496268, 117, 74, 27, 'Female', 68.78695433966436, 1.8083327993381828, 0.1462105657300456, 43, 21.035331552878244, 88.33333333333333, 'Low Risk'),
(129000, 91, 17, '54:46.1', 36.84376423, 96.15419889480026, 116, 73, 66, 'Female', 53.140443673536325, 1.6857131624247481, 0.13718698005485416, 43, 18.700698148826834, 87.33333333333333, 'High Risk'),
(129001, 96, 17, '53:46.1', 36.12467124152201, 98.56297158, 130, 86, 45, 'Female', 97.02540797, 1.6510349065243446, 0.12367093884948785, 44, 35.59368616749705, 100.66666666666667, 'High Risk'),
(129002, 77, 17, '52:46.1', 36.465098529053435, 98.99417335, 128, 76, 27, 'Female', 91.93800270046931, 1.6797349703081925, 0.12607726, 52, 32.58468575208497, 93.33333333333333, 'High Risk'),
(129003, 96, 16, '51:46.1', 36.45944047919091, 98.27953894, 124, 72, 31, 'Male', 74.56118192816871, 1.6764036483060476, 0.14205471767437688, 52, 26.531120318213823, 89.33333333333333, 'High Risk'),
(129004, 69, 14, '50:46.1', 37.175659645620755, 99.99412402194508, 134, 73, 76, 'Female', 81.74304150568929, 1.513938410898858, 0.069785388, 61, 35.664355264625556, 93.33333333333333, 'High Risk'),
(129005, 96, 13, '49:46.1', 37.04740066879722, 98.16982111, 117, 84, 69, 'Female', 91.99958548747779, 1.578205336358559, 0.14995098223285086, 33, 36.93676493315131, 95, 'High Risk'),
(129006, 97, 16, '48:46.1', 36.946556430863716, 98.20091212795856, 134, 81, 59, 'Female', 61.251528971296224, 1.5788995817756168, 0.083476394, 53, 24.570156045850364, 98.66666666666666, 'High Risk'),
(129007, 98, 17, '47:46.1', 36.622277242661376, 99.36400534421863, 138, 85, 74, 'Female', 88.16076929714546, 1.7560494452142663, 0.078356212, 53, 28.589192624448735, 102.66666666666666, 'High Risk'),
(129008, 69, 19, '46:46.1', 36.76960930868612, 96.23276359303907, 138, 77, 47, 'Male', 50.000156476060795, 1.718460319203595, 0.13141964926414168, 61, 16.931379604909175, 97.33333333333333, 'High Risk'),
(129009, 87, 18, '45:46.1', 36.94515815198012, 99.11860930820393, 138, 74, 61, 'Male', 54.23256956713934, 1.8406595437512072, 0.091336138, 64, 16.007121745824694, 95.33333333333333, 'High Risk'),
(129010, 81, 13, '44:46.1', 37.29210499271533, 99.62998389296993, 116, 82, 57, 'Female', 68.58280514591675, 1.9237559450163546, 0.052691187, 34, 18.53170143192186, 93.33333333333333, 'Low Risk'),
(129011, 93, 17, '43:46.1', 37.02509676724005, 95.97633131120259, 134, 77, 23, 'Female', 98.34280406802803, 1.5072083620327907, 0.06501939, 57, 43.29083846491948, 96, 'High Risk'),
(129012, 72, 16, '42:46.1', 36.79413488544112, 99.83595453901636, 126, 81, 22, 'Female', 93.29802866402639, 1.7774991940112084, 0.091708178, 45, 29.529333348878584, 96, 'Low Risk'),
(129013, 78, 12, '41:46.1', 36.77567180446003, 96.11449980915076, 113, 75, 54, 'Male', 90.76836174173195, 1.6528891732137052, 0.063994642, 38, 33.223625836912476, 87.66666666666667, 'High Risk'),
(129014, 84, 14, '40:46.1', 36.783120486072484, 95.51624560193609, 126, 70, 68, 'Female', 62.95006921316131, 1.6689599214434072, 0.1275417500378731, 56, 22.599789639118306, 88.66666666666666, 'Low Risk'),
(129015, 69, 17, '39:46.1', 36.310922841719076, 98.55237529027642, 116, 77, 75, 'Male', 93.30376709272603, 1.8233618462384757, 0.14271645135645783, 39, 28.064250784047704, 90, 'Low Risk'),
(129016, 94, 17, '38:46.1', 36.54505526003038, 98.20287782551118, 133, 77, 32, 'Female', 66.77536679563829, 1.7466176917851106, 0.093194674, 56, 21.88873041725112, 95.66666666666666, 'High Risk'),
(129017, 60, 18, '37:46.1', 37.07774800473267, 96.45842841757872, 132, 87, 73, 'Female', 72.91860307499569, 1.9128149765547824, 0.14461164338252777, 45, 19.92931690869355, 102, 'Low Risk'),
(129018, 96, 12, '36:46.1', 37.040858293290746, 96.75771932865095, 117, 72, 29, 'Female', 78.74543512717754, 1.980330146151449, 0.060532514155967415, 45, 20.079374959255627, 87, 'High Risk'),
(129019, 63, 13, '35:46.1', 36.64909507187379, 98.82277214720145, 112, 86, 37, 'Female', 99.49524594, 1.8187982211266618, 0.080978401, 26, 30.076914990485548, 94.66666666666667, 'High Risk'),
(129020, 91, 14, '34:46.1', 36.55182760193797, 96.03990913100934, 124, 75, 52, 'Female', 95.73330312, 1.8395952685755852, 0.1359996248384148, 49, 28.289057341954834, 91.33333333333333, 'High Risk'),
(129021, 66, 19, '33:46.1', 36.007217548081215, 96.93429095121938, 111, 72, 27, 'Female', 54.05621497065663, 1.600726021045709, 0.13433093433144402, 39, 21.09655894687583, 85, 'Low Risk'),
(129022, 72, 19, '32:46.1', 37.18490410942565, 96.96486697810306, 122, 78, 53, 'Male', 73.20201271778181, 1.7874050281005065, 0.097013651, 44, 22.91274235788676, 92.66666666666667, 'Low Risk'),
(129023, 61, 16, '31:46.1', 36.10586985687177, 95.80013254, 132, 75, 32, 'Female', 85.96718429301973, 1.7229850074183888, 0.1358072257997894, 57, 28.95807612927559, 94, 'Low Risk'),
(129024, 62, 16, '30:46.1', 37.12706457668636, 97.83423391, 129, 86, 87, 'Male', 71.58707364, 1.9550688344600835, 0.10717634518170342, 43, 18.72882380958304, 100.33333333333333, 'Low Risk'),
(129025, 63, 12, '29:46.1', 36.527899730836054, 95.35575716044421, 131, 85, 74, 'Female', 63.45952950664832, 1.9997452739310981, 0.13783329840523767, 46, 15.868924347963683, 100.33333333333333, 'High Risk'),
(129026, 67, 12, '28:46.1', 37.25708176262623, 99.93470569399237, 124, 71, 21, 'Female', 52.749469651485605, 1.716346424192509, 0.065511668, 53, 17.906396566985713, 88.66666666666666, 'High Risk'),
(129027, 75, 17, '27:46.1', 36.449774114566765, 99.29291891946849, 137, 72, 74, 'Male', 76.11453544743698, 1.5175374986365961, 0.086760588, 65, 33.051314623182236, 93.66666666666666, 'High Risk'),
(129028, 85, 18, '26:46.1', 36.20396179758165, 98.88314040726604, 135, 73, 73, 'Male', 69.58850330372728, 1.5818507283477143, 0.12981700612940203, 62, 27.810352795095508, 93.66666666666666, 'Low Risk'),
(129029, 70, 14, '25:46.1', 36.586074613709314, 95.96408386804178, 118, 75, 48, 'Male', 86.31778288643963, 1.5865560376494359, 0.1118513852281398, 43, 34.29173386208908, 89.33333333333333, 'High Risk'),
(129030, 86, 18, '24:46.1', 36.53630874112466, 95.62612122450315, 126, 78, 77, 'Male', 70.55812520643434, 1.7445952726084109, 0.14982883590476848, 48, 23.18236023032889, 94, 'Low Risk'),
(129031, 67, 15, '23:46.1', 36.25602667425814, 99.89732662809183, 132, 89, 18, 'Female', 96.80379016012114, 1.857381221375693, 0.13873135322563962, 43, 28.06016761, 103.33333333333333, 'Low Risk'),
(129032, 60, 15, '22:46.1', 36.60116671162299, 98.57197157817245, 139, 81, 44, 'Male', 93.26323763273328, 1.9231009261932777, 0.13239737273953017, 58, 25.217749935193055, 100.33333333333333, 'Low Risk'),
(129033, 84, 18, '21:46.1', 36.773795011786554, 99.17741926208339, 110, 76, 39, 'Male', 73.30128872173982, 1.7578424015194347, 0.092687896, 34, 23.72202384148155, 87.33333333333333, 'Low Risk'),
(129034, 89, 17, '20:46.1', 36.195411986200554, 95.25131866263126, 139, 88, 40, 'Male', 50.93861539324863, 1.5158276123954741, 0.062484785165738244, 51, 22.169071699356063, 105, 'Low Risk'),
(129035, 65, 15, '19:46.1', 36.98883817880087, 98.17135736215577, 124, 88, 35, 'Male', 70.30910458, 1.5668843597819482, 0.12194827559296266, 36, 28.637669711586035, 100, 'Low Risk'),
(129036, 73, 19, '18:46.1', 36.67350076126068, 98.56320769224921, 137, 89, 61, 'Female', 53.13746998080662, 1.6978048985348924, 0.11968532082636381, 48, 18.434243000322954, 105, 'High Risk'),
(129037, 86, 17, '17:46.1', 36.17853042466756, 99.19112159131029, 133, 72, 46, 'Male', 71.51865912194296, 1.9909603958094508, 0.057472394, 61, 18.042392284373967, 92.33333333333333, 'High Risk'),
(129038, 97, 12, '16:46.1', 36.75468333301009, 97.11324004417288, 119, 83, 52, 'Female', 85.69390845615338, 1.8621895792134204, 0.14880934239517735, 36, 24.711674065667523, 95, 'High Risk'),
(129039, 65, 15, '15:46.1', 36.82457844620771, 98.85591423421373, 136, 89, 52, 'Female', 51.32310019590693, 1.7124658974534996, 0.1447030649174222, 47, 17.50124800433142, 104.66666666666667, 'High Risk'),
(129040, 70, 13, '14:46.1', 37.192356294710216, 99.37898820563242, 125, 83, 60, 'Male', 96.5039171, 1.8392084985146533, 0.10880129558079553, 42, 28.52876763217358, 97, 'Low Risk'),
(129041, 83, 16, '13:46.1', 37.31089664513417, 96.32305628998097, 113, 80, 73, 'Male', 86.53948468736542, 1.7338173227086262, 0.096761682, 33, 28.78774382679483, 91, 'Low Risk'),
(129042, 65, 12, '12:46.1', 37.08761002207147, 99.06806224789648, 120, 76, 67, 'Female', 61.74883003202349, 1.8882646802225205, 0.062513238, 44, 17.31820968876533, 90.66666666666667, 'High Risk'),
(129043, 97, 19, '11:46.1', 36.11421704243776, 99.05361550110888, 138, 80, 27, 'Female', 95.09503635, 1.9959816338947518, 0.142416112, 58, 23.869579439267902, 99.33333333333333, 'High Risk'),
(129044, 69, 13, '10:46.1', 36.08557708854901, 97.01713768137145, 117, 77, 35, 'Female', 69.73292348772915, 1.8088318755677018, 0.082027566, 40, 21.31284702346409, 90.33333333333333, 'Low Risk'),
(129045, 73, 14, '09:46.1', 36.669839065249214, 97.59079074088416, 131, 73, 57, 'Male', 56.13805651712106, 1.620328572334525, 0.090580627, 58, 21.382141186312456, 92.33333333333333, 'Low Risk'),
(129046, 70, 12, '08:46.1', 36.76013806524405, 99.04830971152244, 123, 75, 59, 'Female', 66.74120341827623, 1.8091476672129623, 0.082978156, 48, 20.39135099361245, 91, 'Low Risk'),
(129047, 87, 16, '07:46.1', 36.65281270419368, 97.67914501604294, 127, 88, 57, 'Female', 52.96622733116083, 1.8071990211316982, 0.072085568, 39, 16.217618309112243, 101, 'High Risk'),
(129048, 76, 19, '06:46.1', 36.141202479545264, 99.99305617094156, 127, 84, 56, 'Male', 99.67368652515017, 1.6212879118433974, 0.050656569, 43, 37.919293056822454, 98.33333333333333, 'High Risk'),
(129049, 87, 18, '05:46.1', 37.190868427589585, 98.34219223, 135, 88, 23, 'Male', 58.90439997448218, 1.8358704328426645, 0.12076502133010636, 47, 17.47687103444756, 103.66666666666667, 'High Risk'),
(129050, 62, 19, '04:46.1', 37.30252873824046, 98.12770712, 125, 71, 50, 'Male', 62.70129261, 1.6309810120677695, 0.14474853886766814, 54, 23.57103670111063, 89, 'Low Risk'),
(129051, 84, 13, '03:46.1', 36.41785846029263, 96.82031359823463, 131, 85, 56, 'Male', 51.54962006538616, 1.8832585444976269, 0.082681527, 46, 14.534683381414473, 100.33333333333333, 'High Risk'),
(129052, 82, 16, '02:46.1', 37.21263907, 98.32898543, 132, 73, 58, 'Female', 54.07501234574957, 1.9585176322975055, 0.097504282, 59, 14.097485470574128, 92.66666666666666, 'High Risk'),
(129053, 99, 16, '01:46.1', 36.38900927438011, 95.89219735, 129, 84, 49, 'Male', 56.101192515252365, 1.9659372528866277, 0.057239272590995365, 45, 14.515526346856259, 99, 'High Risk'),
(129054, 69, 19, '00:46.1', 36.19520082907437, 99.49219680104014, 125, 87, 26, 'Female', 82.81841456473272, 1.5708326516118047, 0.061179701, 38, 33.56348682861835, 99.66666666666667, 'High Risk'),
(129055, 98, 16, '59:46.1', 36.23449947606973, 95.26948144882266, 132, 71, 27, 'Male', 96.17131010864254, 1.6441390088952565, 0.067428431, 61, 35.57692966879206, 91.33333333333333, 'High Risk'),
(129056, 91, 13, '58:46.1', 37.33463439017559, 97.67754657346653, 136, 79, 81, 'Male', 73.569047, 1.8960762002060496, 0.068309431, 57, 20.463671541114458, 98, 'High Risk'),
(129057, 73, 12, '57:46.1', 36.71393030432738, 98.51056931600917, 116, 76, 74, 'Female', 81.47145740250217, 1.6255838267147649, 0.064157462, 40, 30.83093856020957, 89.33333333333333, 'High Risk'),
(129058, 74, 19, '56:46.1', 36.588704732474795, 95.31321863, 132, 72, 34, 'Male', 77.44073383884148, 1.9835258997883694, 0.12222314932562595, 60, 19.683109498884427, 92, 'Low Risk'),
(129059, 97, 16, '55:46.1', 36.75341080785648, 95.72453297956785, 132, 70, 44, 'Male', 86.20709672801104, 1.9704177794001434, 0.11187094030388181, 62, 22.203752827091755, 90.66666666666666, 'High Risk'),
(129060, 97, 12, '54:46.1', 37.46246152263792, 98.75321673194081, 120, 77, 74, 'Male', 51.35575739625165, 1.8303592486476201, 0.050627298438270296, 43, 15.329093122822933, 91.33333333333333, 'High Risk'),
(129061, 91, 17, '53:46.1', 37.165483229054324, 99.91882332975628, 121, 75, 57, 'Female', 64.45351587, 1.6770243280103188, 0.073672829, 46, 22.917534142338045, 90.33333333333333, 'High Risk'),
(129062, 82, 18, '52:46.1', 37.22707107, 95.68970932506137, 138, 82, 44, 'Male', 84.41422694701794, 1.547478872, 0.11703403236315037, 56, 35.25057382567175, 100.66666666666666, 'High Risk'),
(129063, 92, 13, '51:46.1', 36.09260336, 98.66488842049486, 113, 82, 52, 'Female', 82.37724068211136, 1.5276922781683013, 0.11935520672887057, 31, 35.296811348567026, 92.33333333333333, 'High Risk'),
(129064, 69, 18, '50:46.1', 36.17548101991728, 99.64084253, 131, 86, 29, 'Male', 64.82074701850503, 1.5199486405584488, 0.14914507339565133, 45, 28.05796732633054, 101, 'Low Risk'),
(129065, 69, 18, '49:46.1', 37.38902256634604, 99.22638746173926, 128, 72, 76, 'Female', 62.38007069595976, 1.593444247902135, 0.059752110528098125, 56, 24.568130879458522, 90.66666666666666, 'Low Risk'),
(129066, 74, 19, '48:46.1', 36.44045408536778, 98.46497987161924, 134, 73, 75, 'Female', 51.6035482, 1.865899310882185, 0.13334786702831483, 61, 14.821875315920453, 93.33333333333333, 'High Risk'),
(129067, 82, 16, '47:46.1', 37.07907321003959, 98.50430395409909, 120, 84, 78, 'Male', 58.60377926746742, 1.5307506337571621, 0.10947154664963975, 36, 25.010174856682212, 96, 'Low Risk'),
(129068, 87, 14, '46:46.1', 36.846648385146416, 98.94686363237766, 115, 76, 39, 'Male', 67.53268461066963, 1.5945688896370336, 0.089359776, 39, 26.559961498194834, 89, 'Low Risk'),
(129069, 74, 18, '45:46.1', 36.95800024032744, 98.35810109619958, 114, 84, 65, 'Female', 91.59211150462424, 1.9205131354681924, 0.064894671, 30, 24.83267514774591, 94, 'Low Risk'),
(129070, 84, 13, '44:46.1', 36.51018755983555, 98.07351799959316, 127, 73, 63, 'Female', 89.3615885, 1.969534548469144, 0.07907155, 54, 23.036880714538217, 91, 'Low Risk'),
(129071, 76, 19, '43:46.1', 37.0161998, 98.62616399486319, 133, 81, 50, 'Male', 70.73205708, 1.7586811776865638, 0.082245882, 52, 22.86873055564925, 98.33333333333333, 'Low Risk'),
(129072, 68, 17, '42:46.1', 37.47218127771062, 99.46991167, 128, 89, 73, 'Female', 73.47197965836429, 1.5053968527895678, 0.12155495460238476, 39, 32.42050193301616, 102, 'High Risk'),
(129073, 79, 14, '41:46.1', 37.29004869916608, 95.44988830515496, 110, 89, 19, 'Female', 92.87171841, 1.7277428678938869, 0.1391575793682298, 21, 31.111808978159978, 96, 'High Risk'),
(129074, 86, 17, '40:46.1', 36.95681243627562, 98.17786690091297, 133, 83, 68, 'Female', 99.99346691274175, 1.8420110515705455, 0.11521903250306886, 50, 29.470476859926386, 99.66666666666666, 'Low Risk'),
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(129252, 97, 15, '42:46.1', 36.313167930350886, 99.98674871, 136, 84, 42, 'Female', 92.80337541426258, 1.986995836172472, 0.11920903517375724, 52, 23.505519738612875, 101.33333333333333, 'High Risk'),
(129253, 96, 15, '41:46.1', 36.3109039, 98.80029397280273, 114, 88, 60, 'Female', 76.15290417796469, 1.608393536031064, 0.074991859, 26, 29.437561528289773, 96.66666666666667, 'High Risk'),
(129254, 60, 12, '40:46.1', 36.66294421919289, 97.46695630434996, 125, 73, 71, 'Male', 59.96944892904392, 1.838134299727107, 0.054630183, 52, 17.74906908606936, 90.33333333333333, 'High Risk'),
(129255, 71, 18, '39:46.1', 37.09313128, 98.35447241616262, 122, 78, 33, 'Male', 71.46640156265038, 1.5506473929399958, 0.12219092556840092, 44, 29.721847987759595, 92.66666666666667, 'Low Risk'),
(129256, 79, 16, '38:46.1', 37.28422249965809, 97.86623942749156, 128, 85, 20, 'Female', 94.92688227890488, 1.8699582174515847, 0.12978640144190176, 43, 27.147223094547304, 99.33333333333333, 'Low Risk'),
(129257, 75, 16, '37:46.1', 36.524542582381784, 98.05659963572239, 134, 88, 62, 'Female', 77.68864512923267, 1.519518799713051, 0.10525920194220716, 46, 33.64692594608698, 103.33333333333333, 'High Risk'),
(129258, 90, 19, '36:46.1', 36.76551504076172, 96.57843832874535, 119, 79, 50, 'Female', 62.43279652, 1.6832979048307797, 0.094042679, 40, 22.033872031075532, 92.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(129259, 80, 14, '35:46.1', 37.02700977232037, 97.92546081040574, 127, 85, 25, 'Male', 91.99974429039375, 1.6811587778214954, 0.10026474047844877, 42, 32.55136127714933, 99, 'High Risk'),
(129260, 82, 16, '34:46.1', 37.06222209061901, 97.69173920301884, 119, 80, 19, 'Male', 70.24277117934294, 1.8300786348912434, 0.090787601, 39, 20.973076210302615, 93, 'Low Risk'),
(129261, 68, 12, '33:46.1', 36.91234752086645, 97.69109624602194, 132, 80, 38, 'Male', 85.67239160406558, 1.890899964, 0.11609695447720704, 52, 23.960936237744164, 97.33333333333333, 'Low Risk'),
(129262, 94, 12, '32:46.1', 36.704756781673524, 96.48105822, 120, 75, 85, 'Male', 65.80136340271227, 1.6333057579124048, 0.11312222378495254, 45, 24.666066958128617, 90, 'High Risk'),
(129263, 77, 13, '31:46.1', 36.680597644551646, 96.58642005119184, 138, 74, 77, 'Female', 97.89926928163169, 1.7404554656273243, 0.067986537, 64, 32.31868041020976, 95.33333333333333, 'High Risk'),
(129264, 70, 16, '30:46.1', 37.100736540447585, 95.45512240903284, 128, 88, 55, 'Female', 76.39903147442325, 1.6016110882099208, 0.10031160747391568, 40, 29.783361943001314, 101.33333333333333, 'Low Risk'),
(129265, 83, 18, '29:46.1', 36.96778267765045, 95.76558614415912, 131, 78, 51, 'Female', 88.04071086929761, 1.8777976853283758, 0.098176812, 53, 24.968125680880416, 95.66666666666666, 'Low Risk'),
(129266, 69, 15, '28:46.1', 36.388004158616276, 98.16309112504362, 136, 87, 86, 'Female', 52.08917312853073, 1.6684238775946159, 0.12397408594039262, 49, 18.712623094284996, 103.33333333333333, 'Low Risk'),
(129267, 90, 14, '27:46.1', 36.35649923971026, 97.16807219178169, 121, 71, 21, 'Male', 80.07194868206176, 1.986745351340526, 0.13542056407885522, 50, 20.28597971516027, 87.66666666666666, 'Low Risk'),
(129268, 80, 18, '26:46.1', 36.36113913, 99.43722314391246, 135, 77, 67, 'Male', 51.19750800219547, 1.5825939213553777, 0.12192248785988953, 58, 20.44136231351097, 96.33333333333333, 'Low Risk'),
(129269, 77, 14, '25:46.1', 36.81223976615189, 96.10471161326637, 112, 76, 74, 'Male', 55.44917165707968, 1.6831172835794428, 0.12003193754891774, 36, 19.573401438935804, 88, 'Low Risk'),
(129270, 88, 13, '24:46.1', 36.89789322116947, 98.26027979674208, 118, 82, 55, 'Female', 93.03688407946657, 1.912811799915386, 0.1060660466996145, 36, 25.427910400190115, 94, 'Low Risk'),
(129271, 60, 17, '23:46.1', 37.286909861065126, 98.24617601, 126, 83, 61, 'Male', 59.60028447033719, 1.5818929524646463, 0.1172520345561507, 43, 23.817389016529958, 97.33333333333333, 'Low Risk'),
(129272, 96, 14, '22:46.1', 37.39440561372551, 97.12536486, 130, 84, 43, 'Male', 96.30392204317471, 1.6919753166839155, 0.057535092, 46, 33.63999544362248, 99.33333333333333, 'High Risk'),
(129273, 67, 18, '21:46.1', 37.286976100925564, 98.80579412494892, 113, 82, 57, 'Male', 50.635428501454186, 1.8564991235702841, 0.10314660420892877, 31, 14.691461199146502, 92.33333333333333, 'High Risk'),
(129274, 94, 17, '20:46.1', 37.35806704423336, 98.58133069885363, 124, 83, 24, 'Female', 98.26895844244675, 1.9624791218038207, 0.067034085, 41, 25.515628053637673, 96.66666666666667, 'High Risk'),
(129275, 89, 14, '19:46.1', 36.406462357494966, 96.30463709, 116, 80, 81, 'Female', 88.15094997, 1.9968469778902254, 0.055953068, 36, 22.107387628922886, 92, 'Low Risk'),
(129276, 63, 12, '18:46.1', 36.45057105110262, 97.21199059275814, 111, 85, 62, 'Female', 55.611136679820405, 1.8420179932409648, 0.100624909, 26, 16.389814404530185, 93.66666666666667, 'High Risk'),
(129277, 81, 14, '17:46.1', 37.19485629, 95.98059327972628, 127, 84, 18, 'Female', 91.43571837670572, 1.5613392164554933, 0.1454191217615956, 43, 37.507778714231144, 98.33333333333333, 'High Risk'),
(129278, 65, 12, '16:46.1', 37.09209709537155, 96.85908877279273, 119, 80, 51, 'Male', 85.74017680192297, 1.548360505139302, 0.14861192401196838, 39, 35.76351566, 93, 'High Risk'),
(129279, 89, 17, '15:46.1', 36.99124649, 98.10570822854788, 118, 73, 41, 'Male', 64.58704537820505, 1.681661331648902, 0.076276951, 45, 22.83854021895757, 88, 'Low Risk'),
(129280, 97, 15, '14:46.1', 36.27988101412504, 95.20334803682107, 138, 72, 52, 'Male', 58.83985273876063, 1.7648682322978329, 0.063361881, 66, 18.89065451439102, 94, 'High Risk'),
(129281, 69, 16, '13:46.1', 36.72885441506892, 99.82851398451758, 126, 80, 36, 'Female', 55.68115113917487, 1.9929502343234753, 0.061194132, 46, 14.018943871560445, 95.33333333333333, 'High Risk'),
(129282, 99, 14, '12:46.1', 36.47554114727358, 97.90123733483732, 133, 81, 33, 'Male', 61.43541645, 1.7680829549828925, 0.056127206369275366, 52, 19.652306632923555, 98.33333333333333, 'High Risk'),
(129283, 65, 14, '11:46.1', 36.500170287051986, 99.33245783, 117, 81, 36, 'Female', 92.97765173319281, 1.9825016136122247, 0.1470662142243272, 36, 23.656553577511342, 93, 'Low Risk'),
(129284, 94, 13, '10:46.1', 36.84769277361068, 97.36674373617365, 132, 78, 42, 'Female', 91.18740731, 1.648010547099124, 0.077265482, 54, 33.57491285980262, 96, 'High Risk'),
(129285, 62, 15, '09:46.1', 36.91130973498588, 96.80403177552803, 111, 75, 37, 'Female', 58.751748872372616, 1.6738119067447128, 0.058127835330522085, 36, 20.970437592347043, 87, 'Low Risk'),
(129286, 79, 16, '08:46.1', 36.43221360192096, 99.98710737535428, 123, 81, 19, 'Male', 68.58525879790032, 1.7375647861318297, 0.073906983, 42, 22.71688443762837, 95, 'Low Risk'),
(129287, 95, 14, '07:46.1', 37.02672314240753, 96.03095209731903, 136, 74, 52, 'Female', 71.89433637971598, 1.6271805565373478, 0.13039845005322703, 62, 27.153335583130495, 94.66666666666666, 'High Risk'),
(129288, 73, 17, '06:46.1', 37.128342720665984, 95.58359458147501, 134, 80, 23, 'Male', 55.29940120326205, 1.812870822564045, 0.062723456, 54, 16.826225705982818, 98, 'High Risk'),
(129289, 83, 13, '05:46.1', 37.40161492667455, 98.60433993672562, 116, 71, 39, 'Male', 74.01856760239414, 1.6562651594618956, 0.11399179251025117, 45, 26.98242284021965, 86, 'Low Risk'),
(129290, 64, 13, '04:46.1', 37.0160898, 97.68079607272894, 135, 87, 49, 'Male', 79.14686031968435, 1.9284931664884153, 0.09851025, 48, 21.281267115813662, 103, 'Low Risk'),
(129291, 72, 18, '03:46.1', 36.677062011474995, 95.82962837832432, 132, 80, 55, 'Female', 50.804892488819334, 1.8541989430509953, 0.057894345379083514, 52, 14.777224738285813, 97.33333333333333, 'High Risk'),
(129292, 88, 13, '02:46.1', 36.27479756500772, 96.63382201466301, 124, 76, 40, 'Female', 59.047512622895965, 1.847078861480655, 0.13046054425894194, 48, 17.30735617885279, 92, 'High Risk'),
(129293, 65, 18, '01:46.1', 36.181094364235285, 98.93469563125133, 128, 86, 80, 'Female', 61.975320018191915, 1.7484044188648902, 0.10133158916929721, 42, 20.273792027397068, 100, 'Low Risk'),
(129294, 83, 15, '00:46.1', 36.312192041861046, 99.39494708981655, 132, 76, 25, 'Male', 87.08542734966346, 1.7552022184684806, 0.067973845, 56, 28.267745268490987, 94.66666666666666, 'Low Risk'),
(129295, 97, 14, '59:46.1', 37.15586718196584, 96.16743378568562, 132, 89, 88, 'Female', 92.03126251287804, 1.6636033906226337, 0.10248326337955535, 43, 33.25337930706611, 103.33333333333333, 'High Risk'),
(129296, 64, 15, '58:46.1', 37.03686221, 96.22518902769991, 133, 72, 60, 'Male', 52.748132723632544, 1.5980117938935188, 0.068749288, 61, 20.656043038258595, 92.33333333333333, 'Low Risk'),
(129297, 61, 15, '57:46.1', 36.26220533484253, 95.79433240172918, 119, 83, 85, 'Male', 93.42632398, 1.8502535123162709, 0.11173505739419023, 36, 27.290204277516942, 95, 'Low Risk'),
(129298, 98, 16, '56:46.1', 36.96836175009563, 97.41869604911668, 119, 87, 46, 'Female', 97.25451115960095, 1.8005765900358779, 0.080352787, 32, 29.997603221571513, 97.66666666666667, 'High Risk'),
(129299, 87, 13, '55:46.1', 37.317259132473374, 96.10069716219618, 125, 71, 20, 'Female', 70.33183701969804, 1.9355218030369459, 0.057658667957772504, 54, 18.773957279887934, 89, 'Low Risk'),
(129300, 91, 17, '54:46.1', 36.22750548, 99.35032515, 122, 82, 59, 'Female', 95.33677456202199, 1.5871473721309088, 0.098268413, 40, 37.846519465823924, 95.33333333333333, 'High Risk'),
(129301, 70, 13, '53:46.1', 36.646891782575445, 98.64252412279377, 123, 84, 47, 'Male', 69.70231653, 1.6239267332289689, 0.087935464, 39, 26.431045931654005, 97, 'Low Risk'),
(129302, 99, 19, '52:46.1', 36.40883598076947, 95.12257302921641, 115, 78, 46, 'Female', 64.67048665043565, 1.7536596600458954, 0.09291751, 37, 21.028849133799138, 90.33333333333333, 'High Risk'),
(129303, 63, 12, '51:46.1', 36.283361435636365, 97.09566778940061, 129, 80, 30, 'Female', 53.622786643805796, 1.6325351019384193, 0.094357613, 49, 20.119830764882593, 96.33333333333333, 'Low Risk'),
(129304, 77, 13, '50:46.1', 36.836198755850624, 95.73584050181964, 138, 85, 31, 'Female', 96.90740900151721, 1.8868722178610078, 0.12172100120642934, 53, 27.218989748910438, 102.66666666666666, 'Low Risk'),
(129305, 96, 16, '49:46.1', 36.31233695371869, 99.72487488250815, 138, 77, 66, 'Female', 57.138776360881906, 1.795646141128687, 0.14137289878785228, 61, 17.72104884063911, 97.33333333333333, 'High Risk'),
(129306, 68, 12, '48:46.1', 37.18666887513197, 96.89870877, 132, 79, 29, 'Male', 90.18109286665727, 1.6013234696752048, 0.058302771, 53, 35.16878431383979, 96.66666666666666, 'High Risk'),
(129307, 85, 17, '47:46.1', 37.21954648, 96.04498567459235, 110, 80, 56, 'Female', 55.93520566189058, 1.8399516595125507, 0.11275132950991944, 30, 16.522372648161724, 90, 'High Risk'),
(129308, 96, 16, '46:46.1', 37.17387012, 98.59381291, 115, 83, 87, 'Male', 77.44833503615395, 1.6131874195785199, 0.057335214336313015, 32, 29.760651402125184, 93.66666666666667, 'High Risk'),
(129309, 65, 13, '45:46.1', 37.45124461927013, 95.15966530273363, 135, 70, 42, 'Female', 51.456941812814925, 1.6500153956911265, 0.088208042, 65, 18.900268710900793, 91.66666666666666, 'Low Risk'),
(129310, 86, 16, '44:46.1', 36.28384287013814, 97.12102623739418, 125, 70, 38, 'Female', 97.80892745743753, 1.520017333206205, 0.085403755, 55, 42.333230947900816, 88.33333333333333, 'High Risk'),
(129311, 72, 15, '43:46.1', 36.08207412207675, 98.63632958973817, 133, 82, 57, 'Male', 77.39455601577401, 1.5229473656636223, 0.1410770061166889, 51, 33.36880278261701, 99, 'High Risk'),
(129312, 78, 18, '42:46.1', 37.051222639120994, 96.47201577612984, 112, 80, 23, 'Male', 87.48778587452205, 1.6766713422501307, 0.058609802, 32, 31.120856626769292, 90.66666666666667, 'High Risk'),
(129313, 76, 17, '41:46.1', 36.68587219686833, 96.33243094283824, 110, 78, 41, 'Female', 52.12287224782176, 1.905079012972597, 0.055766991, 32, 14.361584380115668, 88.66666666666667, 'High Risk'),
(129314, 67, 13, '40:46.1', 37.062563288450676, 98.59422263104717, 130, 83, 75, 'Male', 99.23010828, 1.6778419233092583, 0.065599612, 47, 35.248560189380875, 98.66666666666667, 'High Risk'),
(129315, 87, 17, '39:46.1', 37.139213246031105, 99.81752045570339, 130, 87, 36, 'Female', 91.54995710643287, 1.7548332845419803, 0.073970352, 43, 29.729418781181796, 101.33333333333333, 'Low Risk'),
(129316, 83, 15, '38:46.1', 36.25739084288641, 99.43945982241375, 116, 82, 83, 'Male', 92.33083005322102, 1.534358655658621, 0.088187817, 34, 39.21867930409904, 93.33333333333333, 'High Risk'),
(129317, 60, 15, '37:46.1', 37.19277891686513, 95.26864481424576, 129, 86, 85, 'Female', 87.42612575903615, 1.8151442692333741, 0.081798724, 43, 26.534990446444855, 100.33333333333333, 'Low Risk'),
(129318, 97, 18, '36:46.1', 36.72933031340697, 95.15766376649364, 131, 89, 81, 'Female', 81.87933855779909, 1.797707675818839, 0.10338746940381335, 42, 25.33589089360202, 103, 'High Risk'),
(129319, 71, 13, '35:46.1', 37.154276578056745, 99.53513901592315, 114, 70, 61, 'Female', 64.28055863000598, 1.8017992353970698, 0.14589543582947334, 44, 19.800075476625633, 84.66666666666667, 'Low Risk'),
(129320, 97, 15, '34:46.1', 36.857278825822775, 96.46999001, 135, 82, 53, 'Female', 93.05880311106401, 1.6782242491540886, 0.13517826273489025, 53, 33.04132679748413, 99.66666666666666, 'High Risk'),
(129321, 91, 16, '33:46.1', 37.31909010323915, 95.70341571061468, 126, 73, 31, 'Male', 70.67562812934264, 1.853131540261821, 0.079918356, 53, 20.58055969477822, 90.66666666666666, 'High Risk'),
(129322, 63, 15, '32:46.1', 37.09565873927106, 99.27188826143383, 122, 76, 79, 'Male', 59.41369509, 1.607833492716412, 0.054253914419866434, 46, 22.982878477200614, 91.33333333333333, 'Low Risk'),
(129323, 68, 12, '31:46.1', 36.135580284099724, 99.29596403, 131, 81, 53, 'Male', 59.04056969219083, 1.8449591619988859, 0.11120260498421886, 50, 17.34510863940834, 97.66666666666666, 'High Risk'),
(129324, 97, 18, '30:46.1', 36.28855338046982, 95.78868308, 111, 83, 69, 'Female', 83.70359556086511, 1.929744949163335, 0.10820358481155623, 28, 22.477307558118675, 92.33333333333333, 'High Risk'),
(129325, 72, 12, '29:46.1', 37.07814280096341, 97.93524469632739, 116, 86, 46, 'Male', 59.45026072058808, 1.8193790447998892, 0.1492345062200249, 30, 17.960043614198913, 96, 'High Risk'),
(129326, 90, 15, '28:46.1', 36.801849805550326, 95.35380859841776, 120, 73, 35, 'Female', 78.15082897, 1.8587602982095255, 0.11659431599346497, 47, 22.619698594267007, 88.66666666666667, 'Low Risk'),
(129327, 62, 15, '27:46.1', 37.09901966249406, 98.87157556519271, 119, 86, 28, 'Female', 63.329962343995675, 1.9125320747379857, 0.14294696657355363, 33, 17.313775227116636, 97, 'High Risk'),
(129328, 66, 15, '26:46.1', 36.37695596070343, 96.29454776, 132, 88, 35, 'Female', 51.07744314611236, 1.7208626896183905, 0.077843041, 44, 17.247919308561563, 102.66666666666667, 'High Risk'),
(129329, 97, 19, '25:46.1', 36.183319629065906, 99.46903388098589, 131, 81, 51, 'Female', 80.40023246837207, 1.9276320897203563, 0.059592305, 50, 21.637596087716062, 97.66666666666666, 'High Risk'),
(129330, 98, 19, '24:46.1', 37.41543773481095, 98.80015192644537, 112, 72, 66, 'Male', 91.00743860235463, 1.8057752761781058, 0.058709278, 40, 27.909334845529834, 85.33333333333333, 'High Risk'),
(129331, 69, 14, '23:46.1', 36.40947255047372, 96.25165096085574, 133, 74, 54, 'Female', 85.35715166, 1.7749194938488515, 0.057172263695260774, 59, 27.094590766060715, 93.66666666666666, 'Low Risk'),
(129332, 96, 13, '22:46.1', 36.43386977101285, 96.86747020395617, 112, 70, 71, 'Female', 68.38075881371512, 1.6561891754371945, 0.12940757853773552, 42, 24.92952663, 84, 'High Risk'),
(129333, 80, 19, '21:46.1', 36.620565252995235, 98.36500063478005, 118, 88, 74, 'Female', 95.79392689349028, 1.8839226757245817, 0.10529421983587436, 30, 26.99055591701619, 98, 'Low Risk'),
(129334, 95, 19, '20:46.1', 36.59503475468595, 98.27810142437171, 111, 77, 40, 'Female', 88.01113563394878, 1.6794935338742931, 0.1126880305948397, 34, 31.20189367553244, 88.33333333333333, 'High Risk'),
(129335, 96, 16, '19:46.1', 37.026432675147575, 97.44955550903572, 137, 76, 24, 'Male', 63.38205190886222, 1.8357384949540814, 0.14016065953480664, 61, 18.80808871723534, 96.33333333333333, 'High Risk'),
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(129511, 77, 13, '23:46.1', 36.79381173088259, 95.39328261344156, 127, 71, 60, 'Female', 62.033312059963094, 1.6968863603086874, 0.13336646424384235, 56, 21.543658285102712, 89.66666666666666, 'Low Risk'),
(129512, 93, 14, '22:46.1', 36.77684980523635, 96.75898612, 128, 82, 62, 'Female', 62.67971458433906, 1.9758053354966543, 0.1307223695299238, 46, 16.056049650863507, 97.33333333333333, 'High Risk'),
(129513, 76, 18, '21:46.1', 36.10961307052654, 97.37252442, 131, 89, 37, 'Male', 71.68428627628148, 1.8098357294428644, 0.053882445, 42, 21.884954604579388, 103, 'Low Risk'),
(129514, 62, 14, '20:46.1', 37.01574475260228, 96.15486673561071, 115, 81, 59, 'Male', 76.32386362149828, 1.5132683012543207, 0.14122134275671672, 34, 33.329475325460585, 92.33333333333333, 'High Risk'),
(129515, 65, 16, '19:46.1', 36.980418971862406, 96.73124821346885, 123, 81, 39, 'Female', 55.05907925843189, 1.9587215482164257, 0.062035084167317345, 42, 14.351045531019535, 95, 'High Risk'),
(129516, 88, 12, '18:46.1', 37.04535707917036, 99.22215414262472, 116, 73, 83, 'Female', 81.63992857227971, 1.8268305484075171, 0.10460690607971393, 43, 24.462795538388793, 87.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(129517, 87, 15, '17:46.1', 36.589057517142486, 96.80518149189646, 122, 76, 18, 'Female', 52.49626997620734, 1.922414604166392, 0.12503827205613127, 46, 14.204774130809533, 91.33333333333333, 'High Risk'),
(129518, 91, 18, '16:46.1', 36.37819502455425, 95.77883897, 126, 84, 50, 'Male', 98.96542053507684, 1.5071352299266902, 0.1219294614319947, 42, 43.569144345104014, 98, 'High Risk'),
(129519, 93, 12, '15:46.1', 36.54812801511029, 99.96925782718277, 133, 77, 26, 'Male', 75.12056783823563, 1.9614072151405253, 0.13015923097254645, 56, 19.526451408810267, 95.66666666666666, 'High Risk'),
(129520, 92, 18, '14:46.1', 36.54670938071509, 98.67506169958563, 126, 78, 87, 'Female', 76.01841676, 1.6482638438008599, 0.088126946, 48, 27.981136889841327, 94, 'High Risk'),
(129521, 63, 12, '13:46.1', 37.480828938672055, 98.16416360090608, 136, 78, 69, 'Female', 74.17205335826347, 1.8293022128291807, 0.078555541, 58, 22.16508405663635, 97.33333333333333, 'Low Risk'),
(129522, 78, 15, '12:46.1', 36.54983429829557, 99.19927607302408, 115, 82, 34, 'Male', 51.78721049472264, 1.5611838790892973, 0.057171476, 33, 21.247821161563724, 93, 'Low Risk'),
(129523, 88, 18, '11:46.1', 36.96429779574453, 98.10573439608045, 126, 83, 83, 'Female', 65.74639619177033, 1.8067742832086975, 0.060377018185288345, 43, 20.140217287030186, 97.33333333333333, 'Low Risk'),
(129524, 70, 19, '10:46.1', 36.57753731333535, 97.99300330355145, 113, 73, 45, 'Male', 88.40869466288007, 1.6183180496565595, 0.1384503255123798, 40, 33.75726262, 86.33333333333333, 'High Risk'),
(129525, 74, 19, '09:46.1', 36.73569258, 98.31933522150655, 113, 88, 62, 'Female', 84.75374861799298, 1.9696295382234483, 0.096886716, 25, 21.84689988883545, 96.33333333333333, 'Low Risk'),
(129526, 95, 17, '08:46.1', 37.49529738150815, 96.27201978221875, 114, 72, 42, 'Male', 55.59588910403664, 1.7999576067670184, 0.082663141, 42, 17.160033321803382, 86, 'High Risk'),
(129527, 70, 18, '07:46.1', 36.51171180044297, 97.69849060690053, 127, 77, 63, 'Female', 90.04740712, 1.9380077555414355, 0.10549710769864146, 50, 23.975086934896314, 93.66666666666666, 'Low Risk'),
(129528, 80, 15, '06:46.1', 36.91917969862084, 99.29398674, 132, 85, 38, 'Female', 98.10983802588115, 1.752262789621593, 0.10676455766769372, 47, 31.953179685511504, 100.66666666666667, 'High Risk'),
(129529, 62, 18, '05:46.1', 37.17625752250344, 95.21520809370861, 123, 72, 25, 'Male', 96.23757706585718, 1.8334064027511539, 0.11189234884863553, 51, 28.63038532339076, 89, 'Low Risk'),
(129530, 61, 13, '04:46.1', 37.058136060431835, 97.40744047878184, 117, 86, 21, 'Female', 57.27331397, 1.6300266364003217, 0.071219537, 31, 21.55573870725158, 96.33333333333333, 'Low Risk'),
(129531, 82, 15, '03:46.1', 37.03000009791991, 95.96744009521335, 132, 71, 31, 'Male', 52.93513888628529, 1.643529689051649, 0.077497713, 61, 19.59697098, 91.33333333333333, 'Low Risk'),
(129532, 92, 14, '02:46.1', 36.22783263063726, 95.88019568812908, 135, 74, 75, 'Female', 51.35924268594893, 1.883627247207311, 0.065952547, 61, 14.47533699706941, 94.33333333333333, 'High Risk'),
(129533, 87, 15, '01:46.1', 37.375081104746684, 98.64288575520848, 119, 72, 66, 'Male', 76.80952387689486, 1.8774443261107367, 0.054629798700023824, 47, 21.791189555020196, 87.66666666666667, 'Low Risk'),
(129534, 91, 16, '00:46.1', 36.06680244749909, 96.88284170644613, 115, 80, 30, 'Male', 74.47809718528556, 1.6247058449881369, 0.074914362, 35, 28.21493711932091, 91.66666666666667, 'High Risk'),
(129535, 63, 18, '59:46.1', 36.654561486659446, 97.07333370008072, 124, 86, 57, 'Male', 94.30536909879129, 1.6045419182271035, 0.079044588, 38, 36.62977781433512, 98.66666666666667, 'High Risk'),
(129536, 84, 17, '58:46.1', 36.59907135612564, 99.40667776596214, 126, 78, 47, 'Female', 83.65601440237108, 1.5291989237153831, 0.067000903, 48, 35.77414001439162, 94, 'High Risk'),
(129537, 77, 18, '57:46.1', 37.34455445905571, 99.32329366685232, 115, 84, 19, 'Male', 58.126892599707986, 1.5437997987160146, 0.091428097, 31, 24.38906475172117, 94.33333333333333, 'Low Risk'),
(129538, 82, 19, '56:46.1', 36.71049890941972, 95.03093693467792, 131, 84, 52, 'Female', 90.45108095062037, 1.7496093182058676, 0.13178497244810627, 47, 29.548238464151513, 99.66666666666667, 'Low Risk'),
(129539, 63, 12, '55:46.1', 37.44982808, 96.43297252738627, 137, 73, 81, 'Female', 51.230282090380555, 1.8619086603583814, 0.12496217733608363, 64, 14.777807440843885, 94.33333333333333, 'High Risk'),
(129540, 84, 16, '54:46.1', 36.24001573884276, 99.52140484377989, 125, 81, 62, 'Female', 90.56242869658472, 1.6644928553099954, 0.068386243, 44, 32.687686961820255, 95.66666666666667, 'High Risk'),
(129541, 96, 19, '53:46.1', 36.496845760764494, 97.09123521527967, 127, 73, 32, 'Female', 99.79301786894541, 1.998571024077128, 0.097730232, 54, 24.983943166350198, 91, 'High Risk'),
(129542, 85, 12, '52:46.1', 36.14122185305763, 98.52297750997977, 128, 77, 67, 'Male', 98.99097421, 1.6142946038397827, 0.089165944, 51, 37.98656366666794, 94, 'High Risk'),
(129543, 82, 15, '51:46.1', 36.06510427068069, 95.74273601496122, 123, 70, 44, 'Female', 65.78375435732576, 1.9392630931883235, 0.08944508, 53, 17.492230475180857, 87.66666666666666, 'High Risk'),
(129544, 76, 18, '50:46.1', 36.33122251342536, 95.53187708665006, 136, 85, 59, 'Male', 99.83429082, 1.5330718705241844, 0.073354976, 51, 42.47708514754243, 102, 'High Risk'),
(129545, 99, 14, '49:46.1', 36.36700126814088, 96.81510781247594, 115, 70, 25, 'Female', 50.90720898099608, 1.6175373718281634, 0.14729564271414436, 45, 19.456765305076143, 85, 'High Risk'),
(129546, 99, 15, '48:46.1', 37.225061963839444, 96.84465390200606, 118, 82, 39, 'Female', 64.79682899143128, 1.657166195, 0.090186713, 36, 23.595089118398135, 94, 'High Risk'),
(129547, 80, 17, '47:46.1', 36.65972610318069, 99.47939716147577, 113, 85, 75, 'Female', 97.63992175438798, 1.983506072587393, 0.052685982, 28, 24.81763276495073, 94.33333333333333, 'Low Risk'),
(129548, 83, 12, '46:46.1', 36.01516096669612, 96.02357113738552, 131, 84, 51, 'Male', 71.88231037488646, 1.5672303245834707, 0.071384196, 47, 29.26552872920536, 99.66666666666667, 'Low Risk'),
(129549, 83, 13, '45:46.1', 36.68669371119586, 96.84038309517626, 110, 75, 76, 'Male', 94.69775842801309, 1.5171026422527303, 0.075589176, 35, 41.144308678326226, 86.66666666666667, 'High Risk'),
(129550, 82, 13, '44:46.1', 36.585307327971826, 99.29224126322387, 115, 76, 55, 'Female', 90.31804296285091, 1.6749615121807084, 0.11317805499336221, 39, 32.19325238627097, 89, 'High Risk'),
(129551, 95, 17, '43:46.1', 36.74044019594515, 97.32719632457523, 139, 83, 72, 'Female', 88.66164575034188, 1.6300374809957359, 0.070668739, 56, 33.368801398178725, 101.66666666666666, 'High Risk'),
(129552, 61, 14, '42:46.1', 37.41968519121204, 96.27105092005382, 129, 76, 45, 'Male', 57.24199592869377, 1.806398933899578, 0.089911508, 53, 17.542336275612858, 93.66666666666666, 'High Risk'),
(129553, 96, 16, '41:46.1', 36.58802854819506, 96.79421513497924, 136, 84, 55, 'Female', 74.14822569770611, 1.6607156605433389, 0.14043082272149204, 52, 26.88500992, 101.33333333333333, 'High Risk'),
(129554, 66, 13, '40:46.1', 36.354066476381846, 95.07535766200395, 132, 74, 45, 'Male', 61.61033654541543, 1.746158297023197, 0.11456649420577503, 58, 20.206279563293133, 93.33333333333333, 'Low Risk'),
(129555, 75, 15, '39:46.1', 36.61351178379455, 99.48198714671155, 111, 83, 87, 'Male', 74.13125756630012, 1.7374660988867434, 0.11389278734162096, 28, 24.55662558748297, 92.33333333333333, 'Low Risk'),
(129556, 78, 16, '38:46.1', 36.38702373297384, 99.23610414081773, 136, 81, 80, 'Female', 85.66703824565715, 1.9785261171148245, 0.13462276058684824, 55, 21.884174921193264, 99.33333333333333, 'Low Risk'),
(129557, 93, 17, '37:46.1', 36.69687117615151, 95.49096664517913, 128, 84, 72, 'Female', 73.02443006715069, 1.9372197427034847, 0.064862277, 44, 19.4585468, 98.66666666666667, 'High Risk'),
(129558, 73, 19, '36:46.1', 37.49034004877867, 96.47852918214491, 112, 87, 51, 'Male', 96.28922119658148, 1.6857831814254425, 0.090886761, 25, 33.882405887154206, 95.33333333333333, 'High Risk'),
(129559, 73, 13, '35:46.1', 37.001546388947396, 96.99538704, 133, 77, 50, 'Male', 61.91442610769485, 1.9893387068702966, 0.12563738635594518, 56, 15.644957440327804, 95.66666666666666, 'High Risk'),
(129560, 90, 13, '34:46.1', 36.04516470329878, 97.38286988619447, 117, 73, 23, 'Female', 83.88728720728477, 1.8723883358620899, 0.056608498788471275, 44, 23.927884085498512, 87.66666666666667, 'Low Risk'),
(129561, 75, 19, '33:46.1', 36.98102058861272, 97.57458275855258, 139, 77, 63, 'Female', 54.55343865581094, 1.609121028, 0.092145135, 62, 21.069038183662414, 97.66666666666666, 'Low Risk'),
(129562, 80, 15, '32:46.1', 36.34604729691801, 95.60494185229382, 117, 88, 86, 'Female', 70.33871524991848, 1.729751091457704, 0.092895952, 29, 23.508623734160153, 97.66666666666667, 'Low Risk'),
(129563, 66, 12, '31:46.1', 36.716308258234186, 98.04772383252252, 138, 88, 66, 'Female', 68.20665132675987, 1.7985440436562716, 0.10504440531619672, 50, 21.085532482303574, 104.66666666666666, 'Low Risk'),
(129564, 67, 17, '30:46.1', 36.29426040185121, 98.81430738327009, 115, 83, 37, 'Female', 98.61643525658519, 1.6293093446073486, 0.14668667592906875, 32, 37.14857876492078, 93.66666666666667, 'High Risk'),
(129565, 96, 19, '29:46.1', 36.77964157518973, 96.70388569859513, 133, 74, 51, 'Female', 59.62951029559348, 1.7490845291459634, 0.092637751, 59, 19.491247935710373, 93.66666666666666, 'High Risk'),
(129566, 92, 15, '28:46.1', 36.57787646623779, 97.94253331246182, 133, 84, 27, 'Male', 82.77436202069478, 1.792592536524965, 0.07036524, 49, 25.75921798707387, 100.33333333333333, 'High Risk'),
(129567, 94, 12, '27:46.1', 36.92278428414108, 97.43483289, 120, 78, 79, 'Female', 79.86458682347444, 1.5430428925928539, 0.059064821, 42, 33.542718092653246, 92, 'High Risk'),
(129568, 63, 15, '26:46.1', 36.58099419226625, 96.01438222449568, 137, 83, 78, 'Male', 92.05312248857992, 1.6421169854058506, 0.10713672809703244, 54, 34.137391907792306, 101, 'High Risk'),
(129569, 67, 16, '25:46.1', 36.85312844143972, 96.78272325508769, 137, 78, 76, 'Female', 79.13700640268135, 1.5361521343249438, 0.11699480542432074, 59, 33.53599224414089, 97.66666666666666, 'High Risk'),
(129570, 91, 17, '24:46.1', 37.03687686977006, 98.56118589453995, 128, 88, 52, 'Male', 84.34955590532874, 1.785689174261164, 0.080672978, 40, 26.45276470612418, 101.33333333333333, 'High Risk'),
(129571, 89, 17, '23:46.1', 36.429052365658386, 95.04129533, 133, 74, 42, 'Male', 74.43686225, 1.5795559595608009, 0.10801700858908295, 59, 29.834449249099368, 93.66666666666666, 'Low Risk'),
(129572, 74, 15, '22:46.1', 37.460397324194965, 99.28639749317836, 124, 87, 21, 'Male', 54.21226737934406, 1.8088455292402763, 0.090593254, 37, 16.56893560308888, 99.33333333333333, 'High Risk'),
(129573, 81, 15, '21:46.1', 36.97077057645166, 97.52131143751352, 118, 76, 44, 'Female', 69.47918799869075, 1.6842301965645126, 0.10182135617914245, 42, 24.493555666209343, 90, 'Low Risk'),
(129574, 87, 14, '20:46.1', 36.90097914480286, 98.65777115117614, 113, 82, 89, 'Female', 72.24870068130444, 1.6343710984425088, 0.063953254, 31, 27.047597410051587, 92.33333333333333, 'Low Risk'),
(129575, 96, 17, '19:46.1', 36.10008100439586, 95.69203539974184, 129, 72, 73, 'Female', 95.73276559399915, 1.5888929132223093, 0.059729003, 57, 37.92026374321486, 91, 'High Risk'),
(129576, 78, 18, '18:46.1', 36.08582409044417, 97.20030729591973, 139, 89, 49, 'Male', 79.10295361273768, 1.5671025932398255, 0.10833759862063595, 50, 32.210527806255826, 105.66666666666666, 'High Risk'),
(129577, 82, 14, '17:46.1', 37.20734991662104, 99.16606886, 120, 89, 63, 'Male', 98.28134319763208, 1.5037363193141902, 0.14778245020448755, 31, 43.46380112027654, 99.33333333333333, 'High Risk'),
(129578, 83, 19, '16:46.1', 36.541536501152756, 96.65211587201085, 129, 86, 43, 'Female', 94.68051086147557, 1.5839975322337205, 0.10215868085885921, 43, 37.735628807805945, 100.33333333333333, 'High Risk'),
(129579, 61, 16, '15:46.1', 37.439902629385465, 99.63761263985734, 132, 86, 61, 'Female', 67.73332888066679, 1.7405623064687505, 0.12001737630642909, 46, 22.357501671120698, 101.33333333333333, 'Low Risk'),
(129580, 78, 17, '14:46.1', 36.27259896460267, 96.59285697793888, 117, 82, 34, 'Male', 79.78130008354533, 1.6221086691766022, 0.11978532226827533, 35, 30.32083928369872, 93.66666666666667, 'High Risk'),
(129581, 65, 13, '13:46.1', 37.45192885710149, 98.93756704633935, 110, 81, 57, 'Male', 82.38310271311812, 1.6651065658401238, 0.14148027939333047, 29, 29.71351824270686, 90.66666666666667, 'Low Risk'),
(129582, 95, 14, '12:46.1', 36.98462175, 95.85903011392924, 128, 76, 40, 'Female', 71.35764819377714, 1.5304336329998547, 0.095435773, 52, 30.465725565606558, 93.33333333333333, 'High Risk'),
(129583, 92, 18, '11:46.1', 36.64948445540781, 97.92662686480652, 129, 85, 79, 'Male', 64.47922146585526, 1.9080037127070548, 0.08968292, 44, 17.711745132239898, 99.66666666666667, 'High Risk'),
(129584, 70, 18, '10:46.1', 36.817290431206914, 96.75063518736826, 120, 78, 82, 'Male', 78.35558766, 1.6256320008710683, 0.1190163646010321, 42, 29.650054258565497, 92, 'Low Risk'),
(129585, 85, 14, '09:46.1', 37.10178480304557, 98.86936849, 134, 75, 68, 'Female', 79.43438740262296, 1.9808028352071876, 0.096769684, 59, 20.24538559039048, 94.66666666666666, 'Low Risk'),
(129586, 61, 19, '08:46.1', 36.11740535049869, 99.68055655735705, 117, 80, 78, 'Male', 64.23947868376186, 1.5994174309568174, 0.10152843926171987, 37, 25.111829749983247, 92.33333333333333, 'Low Risk'),
(129587, 76, 12, '07:46.1', 37.191682456614686, 96.05702473633278, 118, 80, 66, 'Male', 81.57918921759179, 1.8131758021995648, 0.1432422845679352, 38, 24.81415871200626, 92.66666666666667, 'Low Risk'),
(129588, 64, 12, '06:46.1', 36.64624272775901, 97.58437533427418, 113, 70, 36, 'Female', 53.54967955073133, 1.8350114358506968, 0.092294087, 43, 15.903009779903828, 84.33333333333333, 'High Risk'),
(129589, 80, 19, '05:46.1', 36.075228603613965, 96.26670131, 127, 89, 29, 'Female', 58.53950118738975, 1.7416962678940648, 0.14681516013619955, 38, 19.29763887657518, 101.66666666666667, 'Low Risk'),
(129590, 82, 17, '04:46.1', 37.33276839618658, 98.12209173023936, 117, 80, 42, 'Female', 92.51667035896605, 1.7937884587212063, 0.055570226518228905, 37, 28.752627862565056, 92.33333333333333, 'Low Risk'),
(129591, 89, 14, '03:46.1', 36.90891863329584, 97.59639351439529, 132, 85, 30, 'Male', 51.94185838879443, 1.5149266666379007, 0.07718416, 47, 22.632590369412174, 100.66666666666667, 'Low Risk'),
(129592, 91, 16, '02:46.1', 36.95412859719532, 98.87093033696587, 131, 71, 42, 'Male', 73.74240396456547, 1.7126193982996682, 0.098369492, 60, 25.141754052474177, 91, 'High Risk'),
(129593, 92, 18, '01:46.1', 36.70830709, 98.58593175751312, 115, 74, 41, 'Male', 70.86560460322394, 1.6738194190118167, 0.060126654, 41, 25.294045334060893, 87.66666666666667, 'High Risk'),
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(129771, 71, 16, '03:46.1', 36.852254756927664, 99.63821452713879, 138, 78, 31, 'Female', 54.179040662299116, 1.9080999834894123, 0.14092578861981464, 60, 14.880895100605532, 98, 'High Risk'),
(129772, 84, 14, '02:46.1', 37.31466017668968, 96.34492300630204, 124, 75, 72, 'Male', 99.64375874551015, 1.9495411910221292, 0.11855130511304714, 49, 26.217137407736793, 91.33333333333333, 'Low Risk'),
(129773, 77, 14, '01:46.1', 36.665530601055025, 97.62031778946151, 117, 73, 89, 'Female', 83.72246276768294, 1.8635576303204466, 0.098745967, 44, 24.107731140069212, 87.66666666666667, 'Low Risk'),
(129774, 88, 14, '00:46.1', 36.709384387843684, 98.48262716066469, 137, 89, 32, 'Female', 82.79083659122016, 1.5067554701576056, 0.083934483, 48, 36.46672126243402, 105, 'High Risk'),
(129775, 94, 14, '59:46.1', 37.40257545738165, 97.36731934, 137, 70, 56, 'Female', 67.20045226805297, 1.7284604794148888, 0.1010895581788856, 67, 22.493305815596973, 92.33333333333333, 'High Risk'),
(129776, 69, 14, '58:46.1', 36.05742394912495, 98.99843695852027, 123, 85, 75, 'Male', 89.58116468, 1.771072983092531, 0.080137117, 38, 28.559052071146198, 97.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(129777, 86, 14, '57:46.1', 37.117523596111766, 95.69669973306563, 137, 78, 38, 'Male', 51.49676599813747, 1.8759012683889007, 0.096603756, 59, 14.633897273578631, 97.66666666666666, 'High Risk'),
(129778, 89, 19, '56:46.1', 37.41376839656245, 99.45352244, 114, 72, 22, 'Female', 66.30897750194602, 1.7786119084346648, 0.072234759, 42, 20.960900652182257, 86, 'Low Risk'),
(129779, 76, 15, '55:46.1', 36.24683575894284, 95.89063136, 139, 89, 82, 'Female', 61.02515537632925, 1.9273884175511875, 0.14899682440087972, 50, 16.427459465029866, 105.66666666666666, 'High Risk'),
(129780, 91, 16, '54:46.1', 36.29883429, 99.64708375321858, 139, 88, 84, 'Female', 65.82113687617026, 1.5852649419385731, 0.062716622, 51, 26.191578231672217, 105, 'High Risk'),
(129781, 92, 14, '53:46.1', 36.089532412007785, 96.29348683733363, 133, 85, 38, 'Male', 56.82030769897855, 1.727123832825988, 0.1292003250516497, 48, 19.048317748945113, 101, 'High Risk'),
(129782, 74, 14, '52:46.1', 36.80539055, 99.10465891692891, 125, 81, 29, 'Female', 94.83693619, 1.7376231097427877, 0.089409618, 44, 31.409885076038012, 95.66666666666667, 'High Risk'),
(129783, 91, 19, '51:46.1', 36.94533353, 98.64912878426841, 113, 72, 87, 'Female', 61.00424525549119, 1.566031136436545, 0.054586204, 41, 24.87478141820561, 85.66666666666667, 'High Risk'),
(129784, 63, 16, '50:46.1', 36.804855692232714, 97.82036636, 136, 70, 44, 'Male', 94.89337998567899, 1.5299662043975677, 0.091349728, 66, 40.53892616255223, 92, 'High Risk'),
(129785, 64, 18, '49:46.1', 37.436648101183486, 99.74148335651017, 130, 84, 37, 'Female', 92.50202265801659, 1.6484488261969306, 0.1134540905848563, 46, 34.04084169519108, 99.33333333333333, 'High Risk'),
(129786, 86, 12, '48:46.1', 36.05990666397334, 99.73964598496401, 139, 71, 57, 'Male', 75.43121169817456, 1.6254476535756015, 0.093896183, 68, 28.549933980345994, 93.66666666666666, 'Low Risk'),
(129787, 95, 12, '47:46.1', 37.036594268052475, 96.78726705361399, 127, 70, 49, 'Female', 52.429110995133094, 1.6656577284641356, 0.1043261947533316, 57, 18.897352546136062, 89, 'High Risk'),
(129788, 72, 12, '46:46.1', 36.88597889563361, 96.08829109, 133, 86, 46, 'Female', 78.63060837200906, 1.9203848179975966, 0.1399611913210549, 47, 21.32137006358783, 101.66666666666667, 'Low Risk'),
(129789, 98, 17, '45:46.1', 36.17231604405153, 97.92810068, 125, 78, 52, 'Female', 59.29915435435051, 1.8505904058269436, 0.13335261519162217, 47, 17.315214961151344, 93.66666666666667, 'High Risk'),
(129790, 64, 15, '44:46.1', 36.37586266552727, 95.18421282691575, 116, 75, 23, 'Male', 77.68802828909588, 1.7701949841779936, 0.094719769, 41, 24.79201851471486, 88.66666666666667, 'Low Risk'),
(129791, 80, 16, '43:46.1', 36.18793520046976, 99.78057898298044, 111, 78, 69, 'Female', 86.39882592043575, 1.6157549243815725, 0.14942737064167932, 33, 33.09457928168794, 89, 'High Risk'),
(129792, 78, 19, '42:46.1', 37.47755088770904, 97.53977699066401, 114, 81, 65, 'Female', 69.29896718429788, 1.893915224132705, 0.13595856095070405, 33, 19.319936373199372, 92, 'Low Risk'),
(129793, 84, 17, '41:46.1', 37.334014648452175, 99.29812828938255, 116, 78, 75, 'Male', 87.49749667812573, 1.9270070787271976, 0.065949528, 38, 23.562914529605134, 90.66666666666667, 'Low Risk'),
(129794, 67, 16, '40:46.1', 36.276598312468316, 96.97892823826177, 136, 74, 53, 'Female', 74.73901132646527, 1.9086358113298483, 0.12531307580672846, 62, 20.516402575887405, 94.66666666666666, 'Low Risk'),
(129795, 98, 16, '39:46.1', 37.398992093585115, 95.08880489296577, 119, 74, 42, 'Male', 84.38291163906993, 1.5583363914222974, 0.061180663, 45, 34.748181489694474, 89, 'High Risk'),
(129796, 62, 14, '38:46.1', 37.04020258, 97.89915897810697, 122, 75, 61, 'Male', 99.09764071100034, 1.9123616071260168, 0.13900486446896104, 47, 27.097129242725277, 90.66666666666667, 'Low Risk'),
(129797, 79, 17, '37:46.1', 36.05899911520937, 96.15969524136813, 133, 73, 82, 'Female', 50.47019591344904, 1.6657046441154248, 0.11201260209981301, 60, 18.190263801079755, 93, 'High Risk'),
(129798, 88, 13, '36:46.1', 36.07823418214582, 98.20037970341089, 124, 85, 64, 'Male', 91.97683849622675, 1.6895140696650972, 0.10901647477733742, 39, 32.22217500185557, 98, 'High Risk'),
(129799, 76, 12, '35:46.1', 36.33799840560651, 97.34122585679546, 132, 83, 45, 'Male', 58.81639295202944, 1.6113820807486539, 0.10327433674397582, 49, 22.651727441465006, 99.33333333333333, 'Low Risk'),
(129800, 64, 14, '34:46.1', 36.32021946576762, 97.48184592548621, 116, 78, 31, 'Male', 58.319407357230915, 1.515302717938815, 0.081200215, 38, 25.398864291488145, 90.66666666666667, 'Low Risk'),
(129801, 99, 19, '33:46.1', 36.21801196, 95.69568737307186, 128, 77, 34, 'Female', 51.75568080957822, 1.5748610091077322, 0.10688989797534096, 51, 20.867650978583487, 94, 'High Risk'),
(129802, 83, 17, '32:46.1', 36.48678594, 95.48971627330995, 129, 86, 36, 'Male', 58.46100681718174, 1.5748289591770335, 0.058719255, 43, 23.572166815392965, 100.33333333333333, 'Low Risk'),
(129803, 95, 17, '31:46.1', 36.99050997147453, 96.41997977917163, 122, 84, 79, 'Female', 85.51252587066215, 1.639575498049528, 0.12823498308311654, 38, 31.810236333494107, 96.66666666666667, 'High Risk'),
(129804, 77, 15, '30:46.1', 37.48375717943052, 96.54353911, 122, 84, 68, 'Female', 71.1514611, 1.677041950007192, 0.14040756708485913, 38, 25.298569809545633, 96.66666666666667, 'Low Risk'),
(129805, 75, 13, '29:46.1', 36.84983609, 95.30439666934926, 124, 78, 55, 'Female', 53.97950112291827, 1.5310402156097207, 0.12245158143209768, 46, 23.027970779726168, 93.33333333333333, 'Low Risk'),
(129806, 93, 12, '28:46.1', 36.430213895645295, 96.98190706787402, 139, 79, 23, 'Male', 82.24869521320966, 1.7846699529949857, 0.060399407, 60, 25.82338637889758, 99, 'High Risk'),
(129807, 82, 16, '27:46.1', 36.40646690506884, 98.00902781222928, 118, 87, 60, 'Male', 96.43229616401227, 1.6366801507179487, 0.086040406, 31, 35.99936805566627, 97.33333333333333, 'High Risk'),
(129808, 61, 15, '26:46.1', 36.86868087544114, 95.86146864502926, 115, 84, 35, 'Male', 91.21472781, 1.8824533432792794, 0.086189938, 31, 25.74047308438987, 94.33333333333333, 'Low Risk'),
(129809, 87, 14, '25:46.1', 37.00439486631236, 97.03659264738145, 138, 75, 84, 'Male', 64.77825832047488, 1.7012253403578523, 0.087037086, 63, 22.38234475680515, 96, 'Low Risk'),
(129810, 69, 17, '24:46.1', 36.67216550860274, 95.10615696672146, 137, 80, 44, 'Female', 80.69450509876418, 1.971271111303709, 0.11271581312428938, 57, 20.765923392753216, 99, 'Low Risk'),
(129811, 68, 12, '23:46.1', 36.89099112070694, 99.82915287, 136, 89, 80, 'Female', 83.21580049998471, 1.820885916211243, 0.057998235, 47, 25.098069731224456, 104.66666666666667, 'Low Risk'),
(129812, 71, 16, '22:46.1', 36.88194307207267, 95.99734915865623, 118, 80, 73, 'Male', 95.27441866338924, 1.9575653943738973, 0.14431677185352118, 38, 24.86244008309931, 92.66666666666667, 'Low Risk'),
(129813, 73, 12, '21:46.1', 37.15289376830787, 95.28584110444838, 124, 75, 38, 'Female', 91.75779601, 1.7818114917315888, 0.1339080161375206, 49, 28.901438698831917, 91.33333333333333, 'Low Risk'),
(129814, 79, 15, '20:46.1', 37.356703099036636, 97.12874004545951, 132, 73, 73, 'Female', 72.23895347538625, 1.9934223960663997, 0.1403999781889038, 59, 18.179116769522274, 92.66666666666666, 'High Risk'),
(129815, 91, 12, '19:46.1', 36.14769882424701, 97.22020327, 125, 82, 78, 'Female', 90.41112556315777, 1.9910497685630115, 0.099541744, 43, 22.806447638420376, 96.33333333333333, 'High Risk'),
(129816, 84, 15, '18:46.1', 36.14329491201575, 96.12402221145706, 119, 84, 52, 'Male', 99.83760850544954, 1.7050707596905423, 0.072714082, 35, 34.34071679577751, 95.66666666666667, 'High Risk'),
(129817, 90, 12, '17:46.1', 36.74043728298009, 96.54743693401026, 123, 74, 81, 'Male', 82.07646836, 1.5980524585508002, 0.1022804634951596, 49, 32.139313642634455, 90.33333333333333, 'High Risk'),
(129818, 93, 15, '16:46.1', 36.90839795657791, 96.13609834, 138, 84, 55, 'Female', 52.94405963733943, 1.8063836021855062, 0.06464118, 54, 16.22546958278299, 102, 'High Risk'),
(129819, 82, 19, '15:46.1', 36.907741336607224, 95.15493213643113, 122, 75, 39, 'Male', 73.47761926105872, 1.5683982886415118, 0.1371131291284814, 47, 29.870490684475048, 90.66666666666667, 'Low Risk'),
(129820, 90, 15, '14:46.1', 37.006211765973525, 97.87303166, 136, 82, 55, 'Female', 59.70679390070782, 1.7381159054870623, 0.1352318057864504, 54, 19.763610383797765, 100, 'Low Risk'),
(129821, 69, 19, '13:46.1', 37.30301729138917, 97.19294840752148, 120, 84, 63, 'Female', 87.92306832772101, 1.541418869587099, 0.12697200473901205, 36, 37.00509242568599, 96, 'High Risk'),
(129822, 76, 17, '12:46.1', 36.618115831598786, 97.10849229349371, 112, 79, 86, 'Male', 69.09023543770738, 1.5773966545454083, 0.051067341836262437, 33, 27.767376043527943, 90, 'Low Risk'),
(129823, 68, 12, '11:46.1', 36.19503832833787, 97.47514303314084, 114, 79, 28, 'Female', 90.05873767, 1.552907942151559, 0.068266515, 35, 37.34516934100645, 90.66666666666667, 'High Risk'),
(129824, 61, 12, '10:46.1', 36.9796017, 96.71083607287622, 127, 70, 65, 'Female', 74.56376955437972, 1.9316497867011126, 0.10231066232129296, 57, 19.983477904299374, 89, 'Low Risk'),
(129825, 97, 15, '09:46.1', 37.215571620799146, 97.40808468285782, 120, 76, 26, 'Male', 87.18592732268596, 1.9734486324795169, 0.061866995, 44, 22.38694015, 90.66666666666667, 'High Risk'),
(129826, 63, 16, '08:46.1', 36.250804198309474, 95.12847079911971, 127, 78, 86, 'Female', 79.22916744224085, 1.5573462767232722, 0.10450734408479627, 49, 32.667410843243836, 94.33333333333333, 'High Risk'),
(129827, 82, 16, '07:46.1', 37.305437450538854, 98.58712742907447, 114, 74, 55, 'Female', 66.43439378892388, 1.5442617771442229, 0.09454621, 40, 27.858076855666734, 87.33333333333333, 'Low Risk'),
(129828, 98, 12, '06:46.1', 36.59243476024013, 97.11276517, 115, 81, 36, 'Male', 93.39860533344995, 1.8188747520207373, 0.099685507, 34, 28.23155515292356, 92.33333333333333, 'High Risk'),
(129829, 86, 18, '05:46.1', 36.34660935285919, 95.37532147, 121, 79, 60, 'Male', 80.52728668895168, 1.568216374841405, 0.058282298, 42, 32.74395218544395, 93, 'High Risk'),
(129830, 65, 17, '04:46.1', 36.059858898445746, 96.75506164496423, 137, 83, 41, 'Female', 62.60235909543901, 1.7910437738408858, 0.064629161, 54, 19.515437812680226, 101, 'Low Risk'),
(129831, 83, 13, '03:46.1', 37.34230756920821, 96.19482872154008, 135, 79, 47, 'Male', 88.15665831121107, 1.6332915018566692, 0.077407069, 56, 33.04667082786404, 97.66666666666666, 'High Risk'),
(129832, 69, 17, '02:46.1', 37.34052947413626, 97.85513780231534, 136, 78, 55, 'Male', 90.68581468370681, 1.986890224503635, 0.059868283, 58, 22.971619433170645, 97.33333333333333, 'Low Risk'),
(129833, 69, 15, '01:46.1', 36.209917558990995, 95.50029420643114, 139, 87, 75, 'Male', 82.62510932173177, 1.9330901888124332, 0.10560085516718687, 52, 22.110970943785002, 104.33333333333333, 'Low Risk'),
(129834, 80, 17, '00:46.1', 36.28449811312601, 99.17762506001534, 138, 89, 80, 'Female', 64.24090853489835, 1.904535993162764, 0.096194949, 49, 17.71060124756173, 105.33333333333333, 'High Risk'),
(129835, 78, 15, '59:46.1', 37.34069162028365, 96.82998173186974, 122, 85, 58, 'Female', 91.23251837660915, 1.6292988264742974, 0.073870061, 37, 34.367518399866164, 97.33333333333333, 'High Risk'),
(129836, 61, 13, '58:46.1', 36.386374293952336, 98.12141829148896, 132, 74, 86, 'Male', 60.17032606609593, 1.567173461, 0.096866635, 58, 24.498992683678914, 93.33333333333333, 'Low Risk'),
(129837, 67, 12, '57:46.1', 36.39049990590604, 96.39331267708607, 119, 81, 46, 'Female', 77.91460906878828, 1.7452930704168346, 0.13248770462410453, 38, 25.578917858353574, 93.66666666666667, 'Low Risk'),
(129838, 67, 12, '56:46.1', 36.55492384358805, 99.40686440911097, 136, 70, 86, 'Female', 58.379180504329256, 1.8700427191820206, 0.1274772029181836, 66, 16.693789731306772, 92, 'High Risk'),
(129839, 72, 13, '55:46.1', 37.23983628453717, 99.37697063518507, 120, 81, 55, 'Female', 93.73761985614692, 1.6220697356108817, 0.087529301, 39, 35.62664113713115, 94, 'High Risk'),
(129840, 86, 17, '54:46.1', 37.27314442571715, 97.93445180370544, 121, 77, 72, 'Male', 64.68598871, 1.9563833163202522, 0.052427831621468426, 44, 16.900607642387765, 91.66666666666667, 'High Risk'),
(129841, 66, 18, '53:46.1', 36.91408857318212, 97.89995676581549, 120, 80, 32, 'Male', 69.46702823430316, 1.5285647163048055, 0.093198751, 40, 29.731105581000485, 93.33333333333333, 'Low Risk'),
(129842, 61, 13, '52:46.1', 36.06510861734224, 97.05227181432113, 131, 87, 74, 'Male', 98.15477819836457, 1.7427213088156388, 0.054015245132158766, 44, 32.31882501, 101.66666666666667, 'High Risk'),
(129843, 61, 18, '51:46.1', 36.49325947672489, 95.01487679493945, 139, 74, 61, 'Female', 64.78248287, 1.926135870719507, 0.1355248333798596, 65, 17.461588538845657, 95.66666666666666, 'High Risk'),
(129844, 68, 13, '50:46.1', 37.39621655582202, 97.78178243487011, 126, 80, 47, 'Female', 82.36598171684236, 1.5916492218205611, 0.11232089311851551, 46, 32.51270897384355, 95.33333333333333, 'High Risk'),
(129845, 76, 15, '49:46.1', 36.55594147767615, 98.17504287060935, 131, 71, 74, 'Female', 86.32504464641079, 1.9560335207801405, 0.071250871, 60, 22.56234446853147, 91, 'Low Risk'),
(129846, 98, 17, '48:46.1', 36.910959215829116, 98.96321129, 132, 87, 44, 'Female', 57.60903739847127, 1.5009745089696682, 0.06993972, 45, 25.570780555416928, 102, 'High Risk'),
(129847, 69, 15, '47:46.1', 36.01885221596581, 99.82301194652429, 123, 78, 69, 'Female', 56.60489269064418, 1.7662232022142585, 0.085820179, 45, 18.14524348168231, 93, 'High Risk'),
(129848, 77, 16, '46:46.1', 36.72072598205361, 96.87886150480448, 111, 85, 38, 'Female', 91.96636191914044, 1.839751198730962, 0.059222592718700465, 26, 27.17132502201081, 93.66666666666667, 'Low Risk'),
(129849, 78, 13, '45:46.1', 36.19062676554062, 95.47002538, 113, 82, 60, 'Female', 67.60883760080748, 1.5561110047453017, 0.066166579, 31, 27.920444051729774, 92.33333333333333, 'Low Risk'),
(129850, 65, 17, '44:46.1', 36.266274796096745, 95.51018861233322, 111, 84, 35, 'Female', 74.61225364887845, 1.7119503093832598, 0.10353377949216933, 27, 25.45820904896391, 93, 'Low Risk'),
(129851, 65, 16, '43:46.1', 37.26633590263883, 97.20266913806113, 138, 83, 51, 'Male', 82.62906209767941, 1.7558768186759606, 0.089713399, 55, 26.800613315250196, 101.33333333333333, 'Low Risk'),
(129852, 66, 17, '42:46.1', 36.59816683706578, 99.53514092116858, 121, 83, 31, 'Female', 81.65885753086752, 1.5453048000042529, 0.14094469795217848, 38, 34.19597511122718, 95.66666666666667, 'High Risk'),
(129853, 87, 16, '41:46.1', 37.192644803807944, 95.97056823978467, 131, 86, 53, 'Female', 93.36625030704559, 1.8047977828562485, 0.070478898, 45, 28.66373762474881, 101, 'Low Risk'),
(129854, 82, 13, '40:46.1', 36.606991646258756, 97.39572346225813, 120, 77, 76, 'Female', 67.82514111620227, 1.8545901806135394, 0.10604320766334932, 43, 19.719449828432527, 91.33333333333333, 'Low Risk'),
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(130031, 69, 13, '43:46.1', 37.33200161468787, 95.28409294578182, 130, 72, 73, 'Female', 89.60766310785735, 1.942417912, 0.055864638, 58, 23.74979159459625, 91.33333333333333, 'Low Risk'),
(130032, 72, 13, '42:46.1', 36.06877160321657, 95.95302072305955, 120, 81, 64, 'Male', 85.50263609757067, 1.896999924507983, 0.094347453, 39, 23.759914706712287, 94, 'Low Risk'),
(130033, 73, 19, '41:46.1', 36.74467516505502, 99.49597748, 112, 81, 19, 'Male', 89.2394049, 1.5461105820721466, 0.065424201, 31, 37.33151029512045, 91.33333333333333, 'High Risk'),
(130034, 67, 12, '40:46.1', 37.047687601470194, 97.21675219004631, 111, 76, 26, 'Male', 64.07982175, 1.788245655053414, 0.068855285, 35, 20.038579782063117, 87.66666666666667, 'Low Risk'),
(130035, 71, 18, '39:46.1', 37.37274367534819, 95.73284403076826, 131, 72, 19, 'Male', 96.90284648136247, 1.961922274, 0.12934854800692172, 59, 25.175200556651873, 91.66666666666666, 'Low Risk'),
(130036, 97, 19, '38:46.1', 36.47795480252373, 95.41758952318159, 111, 83, 37, 'Female', 59.83566861764673, 1.897270735629103, 0.090023527, 28, 16.622698672072314, 92.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(130037, 97, 17, '37:46.1', 36.36114881726283, 98.68974389430088, 132, 83, 24, 'Female', 57.31056787238488, 1.7695947810314605, 0.14150732540973776, 49, 18.30151550844617, 99.33333333333333, 'High Risk'),
(130038, 97, 18, '36:46.1', 36.79031673075062, 99.81385355566913, 139, 75, 53, 'Female', 51.909906631163174, 1.5157501804534572, 0.11484311750238338, 64, 22.594097082587805, 96.33333333333333, 'High Risk'),
(130039, 95, 16, '35:46.1', 36.034879726477214, 96.12774564237205, 120, 82, 26, 'Male', 51.51787938988795, 1.9876516509673132, 0.11391720290924658, 38, 13.039995168967412, 94.66666666666667, 'High Risk'),
(130040, 66, 17, '34:46.1', 36.58746955, 99.72027439, 123, 73, 25, 'Female', 58.16762235788769, 1.9624938027633545, 0.1121828110180377, 50, 15.103052223138828, 89.66666666666666, 'High Risk'),
(130041, 60, 13, '33:46.1', 36.89904301893279, 97.63841954485227, 124, 84, 73, 'Male', 72.42918199418475, 1.6072392039293855, 0.13091044657647583, 40, 28.03835601852985, 97.33333333333333, 'Low Risk'),
(130042, 86, 14, '32:46.1', 37.312997981520205, 99.67280587, 131, 88, 24, 'Female', 86.36282142124631, 1.8812217639960105, 0.097505608, 43, 24.403203022919524, 102.33333333333333, 'Low Risk'),
(130043, 81, 19, '31:46.1', 36.890829353302934, 99.35623983957021, 110, 71, 54, 'Male', 71.88530113384334, 1.7135243187247449, 0.1041530338249145, 39, 24.48271356274605, 84, 'Low Risk'),
(130044, 61, 13, '30:46.1', 36.29808966541062, 98.54901925793561, 135, 86, 79, 'Male', 60.85351441, 1.7334842726542825, 0.1375613449586221, 49, 20.250971062701694, 102.33333333333333, 'Low Risk'),
(130045, 93, 17, '29:46.1', 36.65261137686204, 96.03163032565406, 134, 83, 21, 'Male', 74.86593903669873, 1.5847328896374409, 0.10746049701113757, 51, 29.810697216625037, 100, 'High Risk'),
(130046, 93, 15, '28:46.1', 37.170979848453634, 97.19126925545231, 112, 82, 45, 'Male', 66.88879940607858, 1.8876909721482282, 0.050603663, 30, 18.771181251105958, 92, 'High Risk'),
(130047, 87, 15, '27:46.1', 36.37846429820834, 98.74307103250244, 139, 77, 64, 'Male', 75.71914311060911, 1.5095816872764631, 0.067573467, 62, 33.227101109693244, 97.66666666666666, 'High Risk'),
(130048, 98, 12, '26:46.1', 36.29846645574737, 96.96774903613034, 134, 84, 31, 'Male', 72.14941381767933, 1.617151516900731, 0.11528460559104105, 50, 27.588709234911555, 100.66666666666666, 'High Risk'),
(130049, 66, 16, '25:46.1', 36.52802941169697, 95.96652093058619, 126, 80, 76, 'Female', 51.04876277719463, 1.7482392608743567, 0.13701948949994633, 46, 16.70257700530305, 95.33333333333333, 'High Risk'),
(130050, 75, 13, '24:46.1', 36.72504905461879, 97.67819476345514, 116, 82, 45, 'Female', 55.93366762721958, 1.7178628311406177, 0.1084762426245543, 34, 18.953801638937335, 93.33333333333333, 'Low Risk'),
(130051, 86, 19, '23:46.1', 36.190060700851255, 97.35416158153635, 125, 76, 26, 'Female', 81.26277877865682, 1.756116335795211, 0.088784084, 49, 26.350272043780492, 92.33333333333333, 'Low Risk'),
(130052, 76, 13, '22:46.1', 36.68677939064155, 95.93064116177639, 138, 80, 64, 'Male', 72.74830563262435, 1.522017647322155, 0.061522133, 58, 31.403894287360473, 99.33333333333333, 'High Risk'),
(130053, 66, 17, '21:46.1', 37.29462567, 99.56073799203531, 136, 74, 21, 'Female', 68.08234435515632, 1.7235431472098093, 0.091773033, 62, 22.918710660500977, 94.66666666666666, 'Low Risk'),
(130054, 70, 12, '20:46.1', 36.890097634159865, 95.59856583001259, 117, 81, 64, 'Female', 92.70845525924778, 1.6248145884900809, 0.058488492777724714, 36, 35.116540530041405, 93, 'High Risk'),
(130055, 81, 14, '19:46.1', 36.00233212946285, 98.63065147890487, 138, 76, 66, 'Male', 78.71202567774179, 1.5495061426445584, 0.087207101, 62, 32.78343714501217, 96.66666666666666, 'High Risk'),
(130056, 66, 16, '18:46.1', 36.11556215637747, 98.04193149118527, 111, 70, 57, 'Male', 62.611437587929764, 1.800567834040391, 0.063594429, 41, 19.312331186536845, 83.66666666666667, 'Low Risk'),
(130057, 74, 12, '17:46.1', 36.33162468241099, 95.55782777047108, 139, 78, 37, 'Male', 97.88192487268432, 1.8601858638316977, 0.092348888, 61, 28.287190932798186, 98.33333333333333, 'Low Risk'),
(130058, 94, 16, '16:46.1', 36.83149226025928, 95.79711933335419, 116, 89, 66, 'Male', 60.33597313345204, 1.9241626858405538, 0.064367646, 27, 16.296440109914478, 98, 'High Risk'),
(130059, 65, 14, '15:46.1', 37.31950278041151, 99.96573229207826, 137, 85, 72, 'Female', 68.58009740574326, 1.5216413930972477, 0.082062647, 52, 29.619209935788156, 102.33333333333333, 'Low Risk'),
(130060, 73, 14, '14:46.1', 36.827169588489156, 97.61183826440387, 112, 84, 82, 'Male', 53.567005984945006, 1.688826919769143, 0.08054651, 28, 18.781362154866503, 93.33333333333333, 'Low Risk'),
(130061, 67, 19, '13:46.1', 36.942455523047165, 97.19420227781758, 127, 78, 66, 'Female', 87.66506605, 1.9253648502217486, 0.056127557, 49, 23.648330502520725, 94.33333333333333, 'Low Risk'),
(130062, 87, 15, '12:46.1', 36.631562756028416, 96.56727330433375, 120, 76, 20, 'Male', 90.33786770667237, 1.7201359692430862, 0.127366551, 44, 30.531228583883507, 90.66666666666667, 'High Risk'),
(130063, 60, 15, '11:46.1', 36.077614401404716, 97.28147318934833, 125, 72, 21, 'Female', 89.11312653566719, 1.9067887185699754, 0.057461121, 53, 24.50961749739119, 89.66666666666666, 'Low Risk'),
(130064, 60, 17, '10:46.1', 37.36973686498714, 97.31674011158954, 125, 80, 49, 'Female', 98.33492151, 1.9415418793446917, 0.11658964876227187, 45, 26.086406041577945, 95, 'Low Risk'),
(130065, 95, 19, '09:46.1', 36.71700417337974, 96.51230331969896, 117, 88, 64, 'Male', 68.37817768735171, 1.9863953605056506, 0.14035223877909284, 29, 17.329504216226354, 97.66666666666667, 'High Risk'),
(130066, 87, 12, '08:46.1', 37.18796932562856, 96.15248568915477, 136, 88, 26, 'Female', 88.09114619725841, 1.9849542137149032, 0.1198472639479542, 48, 22.357913617380134, 104, 'Low Risk'),
(130067, 96, 13, '07:46.1', 36.55450287061143, 95.52859942396124, 137, 89, 45, 'Male', 60.834108926892846, 1.9575987087959046, 0.10386940202472604, 48, 15.874491085119459, 105, 'High Risk'),
(130068, 78, 19, '06:46.1', 37.03627145573788, 95.58862325430766, 113, 84, 57, 'Male', 76.68198208550554, 1.639488296398366, 0.1292859312338897, 29, 28.52835226591452, 93.66666666666667, 'Low Risk'),
(130069, 71, 13, '05:46.1', 36.450081902697534, 95.75613069012603, 125, 81, 66, 'Male', 54.14894016, 1.9917191491424082, 0.067622298, 44, 13.65003493970435, 95.66666666666667, 'High Risk'),
(130070, 85, 16, '04:46.1', 36.70248853070203, 99.50576945140905, 135, 74, 84, 'Female', 94.01861012300697, 1.770896250072413, 0.082656777, 61, 29.97972122399851, 94.33333333333333, 'Low Risk'),
(130071, 69, 17, '03:46.1', 37.48084342363631, 97.04036082131148, 120, 81, 56, 'Male', 78.08626574257723, 1.9260603412799124, 0.10065482426000852, 39, 21.049165195145648, 94, 'Low Risk'),
(130072, 72, 16, '02:46.1', 36.06735050815039, 98.72422055234362, 132, 87, 72, 'Female', 51.73000977107874, 1.7738864385733693, 0.12012547795184511, 45, 16.43958815459582, 102, 'High Risk'),
(130073, 63, 15, '01:46.1', 36.89366580891022, 97.76734614771199, 120, 71, 39, 'Female', 84.26612153041222, 1.9575247346389246, 0.055137180480652394, 49, 21.99067137746206, 87.33333333333333, 'Low Risk'),
(130074, 63, 16, '00:46.1', 37.30733457621404, 96.34351084134288, 117, 78, 84, 'Male', 72.99052028681433, 1.792101965337512, 0.06584876, 39, 22.726943231922615, 91, 'Low Risk'),
(130075, 74, 19, '59:46.1', 36.86672890749386, 95.65964473152535, 127, 87, 35, 'Female', 80.85260752398682, 1.5328738874673182, 0.11019526752122627, 40, 34.409723153273426, 100.33333333333333, 'High Risk'),
(130076, 93, 17, '58:46.1', 36.91051300440996, 95.36645030109182, 118, 71, 59, 'Male', 55.16262149844049, 1.634810272, 0.084098572, 47, 20.640023199237522, 86.66666666666667, 'High Risk'),
(130077, 99, 15, '57:46.1', 36.036347061196786, 96.41109363591012, 136, 84, 24, 'Female', 73.24548455, 1.581537399, 0.052043326, 52, 29.283428591170907, 101.33333333333333, 'High Risk'),
(130078, 78, 19, '56:46.1', 36.44674004027607, 96.77337601859388, 133, 87, 33, 'Female', 90.66209858283163, 1.837550124305579, 0.1456475829526698, 46, 26.850190946957472, 102.33333333333333, 'Low Risk'),
(130079, 75, 12, '55:46.1', 37.21834507560056, 95.89375431064143, 111, 79, 20, 'Female', 61.48497714703668, 1.5364336659403395, 0.1114107320970618, 32, 26.046021004778826, 89.66666666666667, 'Low Risk'),
(130080, 70, 14, '54:46.1', 37.206749135590044, 99.88431141473038, 116, 78, 26, 'Female', 54.14896113367285, 1.955033178619869, 0.091020523, 38, 14.16712952923613, 90.66666666666667, 'High Risk'),
(130081, 81, 15, '53:46.1', 36.86657326429117, 97.49013603, 128, 86, 47, 'Female', 95.56546270001371, 1.8711888765981581, 0.1163973729905899, 42, 27.293907327654953, 100, 'Low Risk'),
(130082, 69, 14, '52:46.1', 37.37507611298362, 97.97677682435759, 130, 84, 89, 'Male', 80.38049428671107, 1.889412977490582, 0.098131748, 46, 22.516292641472056, 99.33333333333333, 'Low Risk'),
(130083, 83, 18, '51:46.1', 36.72528142, 96.21646609653442, 119, 82, 39, 'Male', 93.73768475506529, 1.9724675716679536, 0.11725326972356133, 37, 24.093199610541483, 94.33333333333333, 'Low Risk'),
(130084, 66, 19, '50:46.1', 36.715011841481235, 96.40258519, 113, 75, 75, 'Male', 95.74063732759333, 1.8169624529372772, 0.061221146529713624, 38, 29.000428073475355, 87.66666666666667, 'Low Risk'),
(130085, 80, 17, '49:46.1', 36.528502124948126, 99.09871935805165, 138, 81, 24, 'Male', 74.09647084243915, 1.7886712931928126, 0.11254763986733601, 57, 23.159887713299675, 100, 'Low Risk'),
(130086, 95, 14, '48:46.1', 36.510831018187766, 98.81741585, 118, 86, 82, 'Male', 87.50236439916216, 1.574050538, 0.074678041, 32, 35.31688927424173, 96.66666666666667, 'High Risk'),
(130087, 67, 16, '47:46.1', 36.10454751389193, 96.88958992575132, 135, 70, 47, 'Male', 83.86348504180967, 1.7383847968655837, 0.079059947, 65, 27.751155801852022, 91.66666666666666, 'Low Risk'),
(130088, 69, 15, '46:46.1', 36.62745544503594, 96.26819298994668, 133, 75, 43, 'Female', 66.46338569712421, 1.8513894381347944, 0.059755860278498864, 58, 19.390405761026344, 94.33333333333333, 'Low Risk'),
(130089, 71, 19, '45:46.1', 36.470897889807475, 95.1979499, 122, 89, 37, 'Male', 81.61322355133109, 1.542277375394292, 0.078964545, 33, 34.31117228304061, 100, 'High Risk'),
(130090, 90, 18, '44:46.1', 36.820471262108555, 95.28611086816322, 124, 86, 77, 'Female', 67.98847092197528, 1.5952129208578956, 0.090073423, 38, 26.717631558978415, 98.66666666666667, 'Low Risk'),
(130091, 74, 19, '43:46.1', 36.86919004852263, 97.04738651626631, 123, 70, 77, 'Female', 52.30068523886959, 1.6090708848891042, 0.067855018, 53, 20.200263088330505, 87.66666666666666, 'Low Risk'),
(130092, 62, 13, '42:46.1', 36.10598757738101, 97.28471375769361, 126, 88, 71, 'Female', 82.30659823653724, 1.5861672463512924, 0.10046856485518461, 38, 32.714229586579386, 100.66666666666667, 'High Risk'),
(130093, 97, 14, '41:46.1', 36.84666459537777, 96.98537158250939, 132, 85, 68, 'Female', 95.58550057366871, 1.5441706949639291, 0.078707741, 47, 40.08680157944118, 100.66666666666667, 'High Risk'),
(130094, 68, 14, '40:46.1', 36.062920199707264, 97.61728460558261, 110, 75, 88, 'Male', 72.77190367028757, 1.9432906175811695, 0.12021255423051337, 35, 19.27028901566038, 86.66666666666667, 'Low Risk'),
(130095, 93, 18, '39:46.1', 36.31581949955031, 97.74053124, 134, 77, 33, 'Female', 84.34279190906013, 1.708126632, 0.1403657999146939, 57, 28.90732099885719, 96, 'High Risk'),
(130096, 98, 16, '38:46.1', 36.24476670763684, 99.88785222930048, 113, 83, 36, 'Female', 75.38793511541492, 1.9372998150641594, 0.11527424396950522, 30, 20.08668060971925, 93, 'High Risk'),
(130097, 84, 15, '37:46.1', 37.44834072107573, 99.91455060666101, 125, 72, 39, 'Female', 74.74577482824056, 1.5414424571437695, 0.069000638, 53, 31.45806564619125, 89.66666666666666, 'High Risk'),
(130098, 88, 17, '36:46.1', 36.50901144025557, 95.89159217, 126, 81, 36, 'Male', 79.03492512463167, 1.5563083960082205, 0.11577165668084179, 45, 32.63080030041551, 96, 'High Risk'),
(130099, 95, 13, '35:46.1', 36.45200811926637, 99.89580199085525, 112, 71, 87, 'Female', 59.330374805512044, 1.8740971816861005, 0.054396951, 41, 16.892459126695837, 84.66666666666667, 'High Risk'),
(130100, 69, 17, '34:46.1', 37.187382926836015, 99.13268806170214, 132, 87, 80, 'Male', 59.34152858886762, 1.8633238432421741, 0.072788231, 45, 17.091573487468313, 102, 'High Risk'),
(130101, 73, 19, '33:46.1', 36.233500926954456, 95.68519300072035, 127, 86, 69, 'Female', 84.00691367155127, 1.7602096414666555, 0.14224592528992985, 41, 27.113540924836588, 99.66666666666667, 'Low Risk'),
(130102, 89, 18, '32:46.1', 36.520701961377306, 98.14040407678046, 113, 86, 42, 'Female', 59.79976475232007, 1.5970461604215502, 0.093239932, 27, 23.445772008513202, 95, 'Low Risk'),
(130103, 98, 16, '31:46.1', 37.18869980261509, 96.21688801901071, 135, 73, 46, 'Male', 96.50191620085782, 1.8518843768161743, 0.073112396, 62, 28.138970318963796, 93.66666666666666, 'High Risk'),
(130104, 71, 14, '30:46.1', 37.14129785519502, 97.84486685, 117, 87, 29, 'Female', 76.80212921001952, 1.7658564281235878, 0.13040919150632618, 30, 24.62989038512709, 97, 'Low Risk'),
(130105, 66, 19, '29:46.1', 36.76364514, 98.09087487, 119, 78, 31, 'Female', 86.71201496216926, 1.7211735811864617, 0.06292213, 41, 29.270486142562362, 91.66666666666667, 'Low Risk'),
(130106, 85, 14, '28:46.1', 36.942281830912876, 99.76073049595877, 111, 83, 50, 'Female', 63.473054005856326, 1.7255970482773488, 0.14550744075057698, 28, 21.316240743277337, 92.33333333333333, 'Low Risk'),
(130107, 86, 19, '27:46.1', 36.80561954769441, 96.47419424, 116, 80, 62, 'Male', 66.46930627629092, 1.6045907473137242, 0.13619628953301266, 36, 25.816215581677437, 92, 'Low Risk'),
(130108, 63, 14, '26:46.1', 37.147173024564296, 96.71849633, 130, 74, 37, 'Female', 89.31034315364494, 1.9493604637911075, 0.12288892511316678, 56, 23.502683426013352, 92.66666666666666, 'Low Risk'),
(130109, 85, 12, '25:46.1', 36.68834065502793, 99.14048928509142, 117, 83, 43, 'Male', 69.99605062323558, 1.8872425978840808, 0.10853411193122547, 34, 19.652512231418786, 94.33333333333333, 'Low Risk'),
(130110, 91, 19, '24:46.1', 36.20354049744175, 96.61855825429467, 122, 84, 41, 'Female', 92.04937768250709, 1.7635588035534018, 0.13799420165616252, 38, 29.596541613890107, 96.66666666666667, 'High Risk'),
(130111, 64, 14, '23:46.1', 36.78780922617142, 96.70805246838424, 121, 80, 71, 'Female', 54.08100064444515, 1.9408225819017821, 0.10895434272718627, 41, 14.357308929552705, 93.66666666666667, 'High Risk'),
(130112, 88, 18, '22:46.1', 37.33665056741243, 96.16235075840943, 128, 84, 68, 'Female', 85.11002290035117, 1.9095821934065031, 0.14422433896052123, 44, 23.34016891810575, 98.66666666666667, 'Low Risk'),
(130113, 77, 16, '21:46.1', 36.6298163, 95.71447560541387, 127, 80, 32, 'Male', 50.85052155261057, 1.7282594194602945, 0.092158716, 47, 17.024624685663575, 95.66666666666667, 'High Risk'),
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(130290, 68, 16, '24:46.1', 37.18133235620384, 95.65983534624603, 116, 82, 20, 'Female', 74.15787553991726, 1.876363120873306, 0.14970143694901875, 34, 21.06315883647687, 93.33333333333333, 'Low Risk'),
(130291, 70, 19, '23:46.1', 36.86928452095038, 95.42022472, 115, 77, 25, 'Female', 83.97703470637313, 1.5610737926312457, 0.1211093531773013, 38, 34.459872768668866, 89.66666666666667, 'High Risk'),
(130292, 80, 16, '22:46.1', 36.482084984568544, 97.82507073, 114, 83, 21, 'Male', 58.78821549945543, 1.9451547001912382, 0.10588723532818561, 31, 15.537530123263831, 93.33333333333333, 'High Risk'),
(130293, 90, 19, '21:46.1', 36.11105677120983, 95.76686821587083, 113, 88, 74, 'Female', 91.35278417717186, 1.9503852251834322, 0.096023519, 25, 24.01491154068462, 96.33333333333333, 'Low Risk'),
(130294, 89, 14, '20:46.1', 37.29360440581287, 98.45548793, 118, 78, 68, 'Male', 96.88851136764642, 1.5591420381210126, 0.077491558, 40, 39.85666172663369, 91.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(130295, 83, 14, '19:46.1', 36.28305503915277, 99.91636898080755, 131, 78, 85, 'Male', 54.73890211377129, 1.8137410803900154, 0.08834712, 53, 16.63970042903853, 95.66666666666666, 'High Risk'),
(130296, 78, 13, '18:46.1', 36.371349932537335, 97.38767452421051, 110, 81, 85, 'Female', 64.34573764401102, 1.995812783910064, 0.096002336, 29, 16.15400390994793, 90.66666666666667, 'High Risk'),
(130297, 97, 18, '17:46.1', 36.801969941757484, 96.43301839623587, 130, 74, 75, 'Male', 57.09092937184236, 1.5850062699125251, 0.099303765, 56, 22.72506550811373, 92.66666666666666, 'High Risk'),
(130298, 84, 17, '16:46.1', 36.949018705679464, 99.8606823, 136, 81, 27, 'Female', 54.958354025282894, 1.8538856502671386, 0.060832659, 55, 15.99071310854689, 99.33333333333333, 'High Risk'),
(130299, 63, 18, '15:46.1', 36.498715629643115, 98.25834955822842, 136, 70, 72, 'Female', 81.95718917185872, 1.9767146340798736, 0.098697823, 66, 20.974861430690595, 92, 'Low Risk'),
(130300, 70, 13, '14:46.1', 37.35798396446097, 95.48215421954937, 122, 78, 26, 'Male', 75.59550918, 1.775935908957914, 0.10312239554550764, 44, 23.968531099496335, 92.66666666666667, 'Low Risk'),
(130301, 85, 19, '13:46.1', 36.314836733393626, 95.41599544320852, 115, 76, 45, 'Female', 95.43633635835758, 1.5833900793909799, 0.10862557356737454, 39, 38.066059315516014, 89, 'High Risk'),
(130302, 78, 19, '12:46.1', 37.179826313628745, 98.37580657657632, 111, 84, 69, 'Female', 88.44718986798631, 1.566526130511885, 0.0773185, 27, 36.04198918595649, 93, 'High Risk'),
(130303, 90, 13, '11:46.1', 36.06425410366028, 99.56633921897219, 118, 71, 88, 'Male', 75.66126781, 1.7409619831244174, 0.083491673, 47, 24.962900111502083, 86.66666666666667, 'Low Risk'),
(130304, 61, 14, '10:46.1', 37.32024191507071, 99.70870586824712, 137, 80, 75, 'Female', 92.84454044191767, 1.6470510324826186, 0.058635934, 57, 34.22490565798329, 99, 'High Risk'),
(130305, 65, 19, '09:46.1', 36.79284607, 99.85640335211508, 130, 89, 51, 'Female', 61.656674482955495, 1.9498018428968327, 0.056214561, 41, 16.218069000884803, 102.66666666666667, 'High Risk'),
(130306, 65, 13, '08:46.1', 36.518559207980324, 99.55354064094927, 114, 88, 75, 'Male', 74.28814760229585, 1.6196026965279817, 0.11274127385028394, 26, 28.32060631290671, 96.66666666666667, 'Low Risk'),
(130307, 82, 14, '07:46.1', 36.251933050329576, 99.73309836987886, 131, 77, 41, 'Male', 54.81175822750601, 1.6179490850677611, 0.067204153, 54, 20.938426021301158, 95, 'Low Risk'),
(130308, 94, 14, '06:46.1', 36.20927954, 98.31126688113667, 121, 83, 20, 'Female', 74.04675528068076, 1.7221820184442753, 0.1375079236703401, 38, 24.965940536015182, 95.66666666666667, 'High Risk'),
(130309, 81, 15, '05:46.1', 37.07307967, 97.30572702112642, 118, 79, 27, 'Male', 58.64324994, 1.8308350922830123, 0.13918721851333948, 39, 17.49522669266655, 92, 'High Risk'),
(130310, 78, 18, '04:46.1', 36.53729534731377, 99.7255092, 134, 75, 48, 'Male', 51.993223325583635, 1.6396882787587996, 0.11387604703236573, 59, 19.338561152063146, 94.66666666666666, 'Low Risk'),
(130311, 61, 13, '03:46.1', 36.63371023875017, 97.24265476947836, 125, 71, 31, 'Female', 69.23192344, 1.9949369008595481, 0.11594485293816513, 54, 17.395946777677825, 89, 'High Risk'),
(130312, 89, 15, '02:46.1', 37.284071576014476, 97.29204416, 118, 75, 77, 'Male', 54.62410843299608, 1.8516743608141857, 0.071385789, 43, 15.93144377627708, 89.33333333333333, 'High Risk'),
(130313, 91, 12, '01:46.1', 37.17535754274824, 97.65813126819288, 129, 81, 76, 'Male', 56.465208132255825, 1.5020062804093575, 0.0998632, 48, 25.02865062827596, 97, 'High Risk'),
(130314, 67, 17, '00:46.1', 37.13231932482931, 97.70601897569534, 118, 77, 41, 'Male', 66.42078977954014, 1.7587914392170558, 0.069392236, 41, 21.472140941634358, 90.66666666666667, 'Low Risk'),
(130315, 79, 15, '59:46.1', 36.619140449113715, 98.95899628231768, 112, 86, 39, 'Female', 51.07132996841258, 1.9302838681420906, 0.1308526349209409, 26, 13.706759897389762, 94.66666666666667, 'High Risk'),
(130316, 83, 13, '58:46.1', 36.49314245354155, 96.98699228925071, 120, 83, 81, 'Male', 67.34531411843726, 1.7864266915798073, 0.059658391299766925, 37, 21.102649459463365, 95.33333333333333, 'Low Risk'),
(130317, 60, 12, '57:46.1', 36.657710881173834, 99.88198895732785, 115, 81, 25, 'Female', 77.13059562835939, 1.8623731315339003, 0.11158189074365385, 34, 22.23787528, 92.33333333333333, 'Low Risk'),
(130318, 74, 19, '56:46.1', 37.096756666518765, 96.19069688773153, 132, 89, 51, 'Male', 88.16680879896927, 1.796517838504787, 0.08956233, 43, 27.317569332792825, 103.33333333333333, 'Low Risk'),
(130319, 65, 18, '55:46.1', 37.48784985573423, 99.27470374418816, 111, 87, 57, 'Female', 54.849188245735775, 1.6567037976452368, 0.064092396, 24, 19.983910175881224, 95, 'Low Risk'),
(130320, 78, 15, '54:46.1', 36.09045935309729, 99.98392259338279, 130, 73, 25, 'Male', 91.51126224176357, 1.809930268600345, 0.068021639, 57, 27.93514047442391, 92, 'Low Risk'),
(130321, 90, 12, '53:46.1', 36.51715483754062, 96.62196393466905, 132, 70, 81, 'Female', 61.078388769111385, 1.6622654750916195, 0.12542296028687863, 62, 22.104810820316107, 90.66666666666666, 'Low Risk'),
(130322, 83, 14, '52:46.1', 36.29952131541922, 95.11015680302445, 134, 73, 42, 'Male', 73.78084767, 1.9911345230564936, 0.068025863, 61, 18.609831280727192, 93.33333333333333, 'Low Risk'),
(130323, 90, 13, '51:46.1', 37.245378423415325, 98.56844318768701, 135, 72, 32, 'Female', 50.73880645, 1.8686001443004643, 0.1410216697059008, 63, 14.53140111048648, 93, 'High Risk'),
(130324, 65, 19, '50:46.1', 36.842821502211656, 96.83273855663158, 130, 80, 36, 'Female', 55.59231599946065, 1.8317304138627781, 0.1288575122261021, 50, 16.568822842427824, 96.66666666666666, 'High Risk'),
(130325, 64, 19, '49:46.1', 36.50562652659781, 98.84547338425244, 111, 72, 20, 'Male', 93.39652209445616, 1.9530079061004197, 0.057527863, 39, 24.486273805844274, 85, 'Low Risk'),
(130326, 89, 15, '48:46.1', 36.34478070010966, 96.72969309592439, 129, 86, 31, 'Female', 59.47236688477606, 1.7340604693390123, 0.098592567, 43, 19.778199219499932, 100.33333333333333, 'Low Risk'),
(130327, 65, 13, '47:46.1', 36.01082135311823, 96.03665498, 137, 85, 40, 'Female', 58.01783822861224, 1.632145209888204, 0.081953548, 52, 21.779301808858968, 102.33333333333333, 'Low Risk'),
(130328, 63, 15, '46:46.1', 36.34766917238224, 99.97961654464362, 124, 75, 56, 'Male', 84.71766779, 1.817692852509114, 0.14487678908335538, 49, 25.640883916479147, 91.33333333333333, 'Low Risk'),
(130329, 65, 19, '45:46.1', 37.22668049786142, 98.57808954017221, 111, 85, 51, 'Female', 70.71280461917658, 1.8049130033480478, 0.092332015, 26, 21.70628571, 93.66666666666667, 'Low Risk'),
(130330, 86, 15, '44:46.1', 37.13994705881825, 95.43699725462976, 122, 83, 42, 'Female', 91.44554702424395, 1.634602634726489, 0.14544277267095784, 39, 34.22458360660429, 96, 'High Risk'),
(130331, 81, 15, '43:46.1', 36.07770526583503, 98.18365301334916, 128, 78, 18, 'Female', 87.59228204739016, 1.6915502189613973, 0.076345103, 50, 30.61230627503301, 94.66666666666666, 'High Risk'),
(130332, 81, 14, '42:46.1', 37.485629097304304, 97.56837073888978, 114, 75, 42, 'Female', 78.12162176671981, 1.6804894838722753, 0.079798116, 39, 27.663023919057625, 88, 'Low Risk'),
(130333, 93, 14, '41:46.1', 37.059152814375686, 97.43008493498299, 134, 72, 83, 'Female', 66.99849677, 1.8984089187868278, 0.1261908821122555, 62, 18.590262729262967, 92.66666666666666, 'High Risk'),
(130334, 84, 15, '40:46.1', 36.468229575817574, 99.45204194137968, 125, 75, 39, 'Female', 71.16257925504732, 1.6499580494081014, 0.12742027951623064, 50, 26.14001761375262, 91.66666666666666, 'Low Risk'),
(130335, 71, 16, '39:46.1', 36.13504607706188, 99.01058741192458, 115, 80, 76, 'Female', 55.88606610343663, 1.8122298775891779, 0.05337754, 35, 17.016763683690996, 91.66666666666667, 'High Risk'),
(130336, 81, 18, '38:46.1', 36.44688197760146, 97.58887130632944, 139, 71, 66, 'Female', 55.018209419674946, 1.784021548971839, 0.12139847700810825, 68, 17.286467752607503, 93.66666666666666, 'High Risk'),
(130337, 61, 19, '37:46.1', 37.310879895073796, 99.28597835556614, 134, 80, 62, 'Female', 78.10999935063153, 1.6844423633162169, 0.053022203, 54, 27.52924644253271, 98, 'Low Risk'),
(130338, 63, 12, '36:46.1', 36.97440907550767, 99.51853735166381, 114, 85, 67, 'Female', 84.66045572833586, 1.7208196193963845, 0.12653223169426858, 29, 28.589720143224795, 94.66666666666667, 'Low Risk'),
(130339, 68, 13, '35:46.1', 37.134720196255174, 95.52796593651021, 130, 72, 73, 'Male', 82.93186922464119, 1.8060920933291076, 0.086887576, 58, 25.423870715363485, 91.33333333333333, 'Low Risk'),
(130340, 95, 13, '34:46.1', 36.20627035129966, 97.96196399841838, 134, 85, 54, 'Male', 81.49634697212848, 1.7876997701894994, 0.082847759, 49, 25.500516300515713, 101.33333333333333, 'High Risk'),
(130341, 95, 17, '33:46.1', 37.37730387934734, 96.55117689112545, 124, 78, 66, 'Male', 50.78810579790379, 1.7034539865311127, 0.09756168, 46, 17.502544950441543, 93.33333333333333, 'High Risk'),
(130342, 96, 14, '32:46.1', 37.365917545357014, 95.80220516389882, 122, 80, 31, 'Female', 71.64212520384821, 1.8403416884476078, 0.075817057, 42, 21.15297870200337, 94, 'High Risk'),
(130343, 88, 15, '31:46.1', 36.61165553100229, 99.64898049519563, 121, 86, 26, 'Male', 74.15896831, 1.8541424274805116, 0.14535862162740748, 35, 21.57135846068371, 97.66666666666667, 'Low Risk'),
(130344, 94, 19, '30:46.1', 36.28362009282592, 95.65115180109198, 134, 72, 19, 'Female', 88.20157467968698, 1.719454928890079, 0.10108250673078809, 62, 29.832850101845285, 92.66666666666666, 'High Risk'),
(130345, 92, 12, '29:46.1', 36.11867753166119, 95.3184528, 139, 71, 20, 'Female', 96.73737034, 1.8617214529000088, 0.10014321057071707, 68, 27.91032355495346, 93.66666666666666, 'High Risk'),
(130346, 80, 15, '28:46.1', 36.761808262199224, 95.24041449182754, 111, 72, 56, 'Male', 58.861492603861045, 1.8355813904914458, 0.1246562080549313, 39, 17.469640927409472, 85, 'High Risk'),
(130347, 83, 15, '27:46.1', 37.32231945072112, 96.26052209, 118, 79, 41, 'Male', 83.87054021425003, 1.8827585880816222, 0.13130714099292318, 39, 23.660295577365915, 92, 'Low Risk'),
(130348, 69, 13, '26:46.1', 37.14490027944524, 97.17158755032196, 137, 85, 76, 'Male', 99.44359320877082, 1.8590050748644065, 0.087448083, 52, 28.775021556289353, 102.33333333333333, 'Low Risk'),
(130349, 92, 12, '25:46.1', 37.26688858939926, 95.89772375831329, 117, 72, 84, 'Male', 84.80981196795418, 1.7069411904455898, 0.11312289657424944, 45, 29.10777326, 87, 'High Risk'),
(130350, 76, 16, '24:46.1', 36.93845624634855, 95.69474487513929, 119, 71, 69, 'Female', 91.05090820038788, 1.927954019096183, 0.10636263947535751, 48, 24.49576112050948, 87, 'Low Risk'),
(130351, 89, 14, '23:46.1', 37.22205253177798, 98.57643130634236, 112, 87, 89, 'Male', 60.421132147158275, 1.685604610443454, 0.10468325758347252, 25, 21.265590061629133, 95.33333333333333, 'Low Risk'),
(130352, 88, 13, '22:46.1', 37.39179078207083, 98.56342503423579, 114, 83, 74, 'Male', 54.72967678192307, 1.7779439160263844, 0.072251444, 31, 17.313575640047933, 93.33333333333333, 'High Risk'),
(130353, 66, 16, '21:46.1', 36.69653639880901, 97.15045530876377, 126, 84, 39, 'Female', 67.10075744911643, 1.9432885176411336, 0.083060191, 42, 17.768585382154157, 98, 'High Risk'),
(130354, 76, 12, '20:46.1', 36.78281194217591, 98.60530022280349, 132, 70, 28, 'Female', 63.07906410539474, 1.699460229974866, 0.091228089, 62, 21.840532831476512, 90.66666666666666, 'Low Risk'),
(130355, 94, 17, '19:46.1', 36.361394261842705, 99.81130270011165, 131, 77, 78, 'Male', 75.39789034, 1.928689785467911, 0.147090329, 54, 20.269098512629395, 95, 'High Risk'),
(130356, 78, 17, '18:46.1', 36.86300974, 97.32957013637113, 133, 89, 51, 'Female', 59.668704164469226, 1.914903329745949, 0.14877045199369465, 44, 16.272448196856377, 103.66666666666667, 'High Risk'),
(130357, 74, 19, '17:46.1', 36.89591188, 97.24853654681174, 130, 74, 22, 'Male', 64.02720733193524, 1.811191395, 0.10041206297761639, 56, 19.518024889718482, 92.66666666666666, 'Low Risk'),
(130358, 71, 12, '16:46.1', 36.87611886783125, 96.62014043204583, 127, 82, 54, 'Female', 65.56120349099037, 1.9726910832061868, 0.077946999, 45, 16.847239668359364, 97, 'High Risk'),
(130359, 94, 14, '15:46.1', 36.223279764217864, 98.74534754412464, 119, 74, 33, 'Female', 63.180129133575704, 1.8510321795435978, 0.10927670730023178, 45, 18.43964566702598, 89, 'High Risk'),
(130360, 70, 18, '14:46.1', 37.23757825236463, 98.75229487347335, 112, 79, 72, 'Male', 61.79181628963003, 1.6023598902905531, 0.068205879, 33, 24.06638335307484, 90, 'Low Risk'),
(130361, 68, 13, '13:46.1', 36.52987095438597, 96.80333686974691, 136, 78, 38, 'Female', 84.80630469, 1.884329366559016, 0.13721600796809152, 58, 23.884409408279854, 97.33333333333333, 'Low Risk'),
(130362, 75, 17, '12:46.1', 36.88243510978499, 96.11592073378242, 127, 74, 72, 'Male', 56.89037625, 1.6190444710870961, 0.084641198, 53, 21.703073951504955, 91.66666666666666, 'Low Risk'),
(130363, 64, 16, '11:46.1', 36.25427803514621, 97.41108577502986, 125, 83, 34, 'Male', 54.94555850771394, 1.8929284848426238, 0.1115393972992566, 42, 15.334307894732872, 97, 'High Risk'),
(130364, 97, 18, '10:46.1', 37.11598753983584, 97.89226870504852, 136, 76, 25, 'Female', 86.85334344352808, 1.5453094313193632, 0.1398751859540374, 60, 36.37103258700259, 96, 'High Risk'),
(130365, 88, 13, '09:46.1', 36.84988834833337, 97.36911100741509, 123, 77, 38, 'Female', 94.26810774334042, 1.8011569219357515, 0.064601904, 46, 29.057730172501497, 92.33333333333333, 'Low Risk'),
(130366, 85, 18, '08:46.1', 36.03617382141657, 97.10488988, 138, 72, 25, 'Male', 94.07520561569567, 1.7887131311217432, 0.090212907, 66, 29.403145012758493, 94, 'Low Risk'),
(130367, 67, 14, '07:46.1', 37.417207515613626, 99.96634492919316, 124, 80, 63, 'Female', 54.914373267628754, 1.548316539106569, 0.140160106, 44, 22.90691084418727, 94.66666666666667, 'Low Risk'),
(130368, 76, 16, '06:46.1', 36.80807448500454, 99.61413050650204, 124, 85, 79, 'Male', 66.02742928326892, 1.931251334272571, 0.079212926, 39, 17.702996973676928, 98, 'High Risk'),
(130369, 91, 12, '05:46.1', 36.68029114045804, 96.54833001832371, 117, 77, 38, 'Male', 52.19901488, 1.6946641602071206, 0.14334976186186013, 40, 18.175862023072174, 90.33333333333333, 'High Risk'),
(130370, 78, 15, '04:46.1', 36.90675982559751, 96.52271541054597, 139, 73, 62, 'Male', 59.27584520214687, 1.9197677979364334, 0.12236406929753695, 66, 16.083492099601546, 95, 'High Risk'),
(130371, 96, 16, '03:46.1', 36.12524775720435, 96.40638979722998, 120, 76, 25, 'Female', 59.62037795866148, 1.5100502003494072, 0.096245841, 44, 26.146403212959058, 90.66666666666667, 'High Risk'),
(130372, 89, 19, '02:46.1', 36.15705064, 97.79491214874601, 127, 75, 66, 'Male', 95.63490963789607, 1.7828860544760983, 0.138101059, 52, 30.086334235871387, 92.33333333333333, 'High Risk'),
(130373, 67, 15, '01:46.1', 36.843541370083955, 97.75699332411072, 119, 72, 33, 'Female', 84.10773163021872, 1.946040155086819, 0.055670283, 47, 22.209169853632055, 87.66666666666667, 'Low Risk'),
(130374, 88, 15, '00:46.1', 36.157743724488384, 99.55939859699441, 123, 86, 25, 'Male', 83.61215184874803, 1.5813080442349978, 0.14546315219527728, 37, 33.43770332203171, 98.33333333333333, 'High Risk'),
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(130550, 85, 17, '04:46.1', 36.21486272105611, 99.65104201793014, 120, 85, 27, 'Male', 89.01505985635706, 1.9034280189903265, 0.13029283511502993, 35, 24.569174920522713, 96.66666666666667, 'Low Risk'),
(130551, 73, 13, '03:46.1', 36.92558728293592, 95.32468434440652, 136, 72, 84, 'Female', 65.91757567033305, 1.5182791697012161, 0.076011801, 64, 28.59551740445232, 93.33333333333333, 'Low Risk'),
(130552, 86, 19, '02:46.1', 37.12634941439546, 99.96507650511751, 133, 88, 28, 'Female', 78.61525997500857, 1.7967251183003088, 0.086018637, 45, 24.352501363545244, 103, 'Low Risk'),
(130553, 71, 17, '01:46.1', 36.68753294, 99.01961746758055, 132, 78, 87, 'Male', 98.71710697568682, 1.5826498316010005, 0.09264716, 54, 39.41148032365341, 96, 'High Risk'),
(130554, 89, 15, '00:46.1', 37.06496825258243, 97.71548691, 139, 84, 50, 'Male', 75.28639959426118, 1.5060950032593075, 0.13224671135504296, 55, 33.190347015202605, 102.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(130555, 69, 19, '59:46.1', 36.32855768167958, 95.94590997733009, 136, 85, 62, 'Female', 70.70048550881627, 1.8912711700384452, 0.10327253970423472, 51, 19.76581796837755, 102, 'Low Risk'),
(130556, 92, 14, '58:46.1', 36.62126329173842, 96.41476927129142, 123, 72, 79, 'Female', 94.72910609273623, 1.646267768597484, 0.074599963, 51, 34.95284155067746, 89, 'High Risk'),
(130557, 99, 14, '57:46.1', 36.79036960174864, 95.61638568166511, 134, 74, 78, 'Female', 96.93382873841331, 1.7160627359878147, 0.056930232, 60, 32.916150964783014, 94, 'High Risk'),
(130558, 80, 16, '56:46.1', 36.662077623360034, 99.80572904685647, 115, 88, 41, 'Female', 70.18267296, 1.8688858490581863, 0.092324919, 27, 20.09390540359125, 97, 'Low Risk'),
(130559, 90, 18, '55:46.1', 37.15985659669895, 99.47331846467594, 139, 88, 62, 'Male', 54.728653531107625, 1.8276367562211158, 0.067502339, 51, 16.384568034522925, 105, 'High Risk'),
(130560, 98, 14, '54:46.1', 36.59891545791046, 98.77602400420065, 124, 80, 30, 'Female', 69.53430645316433, 1.8021553458870672, 0.10514897547439336, 44, 21.409901948869056, 94.66666666666667, 'High Risk'),
(130561, 87, 15, '53:46.1', 36.98603076602638, 98.56526225460479, 132, 70, 34, 'Female', 82.91107576011564, 1.6398471154909897, 0.10878008099111866, 62, 30.832293366284883, 90.66666666666666, 'High Risk'),
(130562, 78, 15, '52:46.1', 37.47962545156018, 99.83248125538952, 115, 87, 85, 'Female', 51.75748922288906, 1.6521268252804298, 0.10803511837604104, 28, 18.962100094137533, 96.33333333333333, 'Low Risk'),
(130563, 82, 12, '51:46.1', 36.407473246727186, 98.24298602809425, 115, 82, 27, 'Male', 84.38109281769218, 1.7844245590987158, 0.092149859, 33, 26.50017622456608, 93, 'Low Risk'),
(130564, 85, 16, '50:46.1', 37.10538525653352, 99.2375998, 123, 81, 67, 'Female', 78.87815241132091, 1.982409557405683, 0.13620066353858684, 42, 20.071044036736474, 95, 'Low Risk'),
(130565, 79, 16, '49:46.1', 36.050156909433376, 95.64462923250595, 126, 81, 66, 'Female', 94.15892022938293, 1.6175535444591358, 0.060587144, 45, 35.986875241352095, 96, 'High Risk'),
(130566, 83, 19, '48:46.1', 37.42174857166993, 95.93410900495756, 121, 71, 19, 'Male', 63.411169450214295, 1.847343396129191, 0.10505975989637464, 50, 18.581060519377054, 87.66666666666666, 'Low Risk'),
(130567, 98, 16, '47:46.1', 36.63963826822472, 97.70390049305912, 126, 80, 38, 'Female', 71.13450102, 1.537222243679242, 0.056669938, 46, 30.102805271660213, 95.33333333333333, 'High Risk'),
(130568, 71, 16, '46:46.1', 36.91911172297301, 99.96380971, 115, 76, 20, 'Female', 67.39204615459592, 1.7352532104537528, 0.13528166062354885, 39, 22.38117739, 89, 'Low Risk'),
(130569, 88, 15, '45:46.1', 37.22854804541938, 97.69837884251437, 126, 83, 80, 'Female', 81.21487233800055, 1.9325766522143264, 0.12251162957713475, 43, 21.74513504220211, 97.33333333333333, 'Low Risk'),
(130570, 93, 15, '44:46.1', 37.168739394101415, 98.80215270393201, 136, 88, 69, 'Female', 63.42697302986832, 1.7965470642453005, 0.063165811, 48, 19.651548968800068, 104, 'High Risk'),
(130571, 67, 16, '43:46.1', 36.08908897, 98.31715986228555, 112, 74, 81, 'Female', 61.92180390981849, 1.6224619512368332, 0.055317703, 38, 23.52310017553008, 86.66666666666667, 'Low Risk'),
(130572, 73, 14, '42:46.1', 36.560010291726265, 95.50740270658798, 113, 76, 49, 'Female', 79.61393568380842, 1.7806373036345569, 0.066048561, 37, 25.10950543, 88.33333333333333, 'Low Risk'),
(130573, 68, 14, '41:46.1', 36.666170985505254, 98.43857218035144, 110, 77, 23, 'Female', 64.99167051851038, 1.5847698772039833, 0.088921785, 33, 25.877676814583257, 88, 'Low Risk'),
(130574, 64, 17, '40:46.1', 36.797179624283665, 95.24882182, 110, 73, 71, 'Male', 63.44021764260253, 1.641560838089711, 0.099497805, 37, 23.542398062661743, 85.33333333333333, 'Low Risk'),
(130575, 81, 17, '39:46.1', 36.76782705067788, 95.58020377340983, 129, 86, 46, 'Female', 71.47565302494867, 1.9990645325755207, 0.08980726, 43, 17.88564077762263, 100.33333333333333, 'High Risk'),
(130576, 87, 17, '38:46.1', 36.68041942380926, 96.51524348, 131, 70, 84, 'Female', 88.35311315693717, 1.9109594708897375, 0.11147075345410028, 61, 24.194625491446665, 90.33333333333333, 'Low Risk'),
(130577, 66, 19, '37:46.1', 36.11787637, 98.96567952572116, 116, 80, 86, 'Female', 54.34334001550827, 1.8085074283893026, 0.13517220658581808, 36, 16.615206121368416, 92, 'High Risk'),
(130578, 88, 19, '36:46.1', 36.693831075735254, 99.04699545950771, 126, 70, 58, 'Female', 83.32535953402544, 1.663125243838878, 0.1228680733278134, 56, 30.125015920587302, 88.66666666666666, 'High Risk'),
(130579, 89, 17, '35:46.1', 36.93444165, 97.24558642940755, 117, 72, 27, 'Female', 58.44649728126164, 1.739467532232252, 0.14083162908038582, 45, 19.316384208460555, 87, 'Low Risk'),
(130580, 85, 18, '34:46.1', 37.045252268302235, 98.26479150317341, 120, 77, 57, 'Female', 51.73525772369038, 1.9417432800184808, 0.11136782015898042, 43, 13.721544400618246, 91.33333333333333, 'High Risk'),
(130581, 65, 12, '33:46.1', 36.429535708026464, 95.69504487268728, 111, 79, 38, 'Female', 50.581974890102025, 1.7430675236120283, 0.093599159, 32, 16.648202856005113, 89.66666666666667, 'High Risk'),
(130582, 61, 15, '32:46.1', 36.17639895732182, 99.69292657246392, 119, 72, 68, 'Male', 70.78586912311034, 1.5173050031794002, 0.090262123, 47, 30.746861321272387, 87.66666666666667, 'High Risk'),
(130583, 95, 15, '31:46.1', 36.83812869008513, 98.93565583321266, 132, 86, 27, 'Male', 89.64532717446352, 1.5369474981469287, 0.089193338, 46, 37.94980877920506, 101.33333333333333, 'High Risk'),
(130584, 97, 13, '30:46.1', 36.88776831128517, 97.70154614442869, 137, 73, 70, 'Female', 67.56565731213281, 1.5145866267742265, 0.14945171235762264, 64, 29.453558355211747, 94.33333333333333, 'High Risk'),
(130585, 91, 15, '29:46.1', 37.01992452323309, 96.39356370894019, 125, 89, 18, 'Male', 96.05788363942753, 1.5766642333217618, 0.14475081646093532, 36, 38.64155390109945, 101, 'High Risk'),
(130586, 95, 18, '28:46.1', 37.35111473763707, 95.33388608466932, 111, 77, 57, 'Female', 85.09890750901539, 1.9514232568463423, 0.072258023, 34, 22.347092753622178, 88.33333333333333, 'High Risk'),
(130587, 79, 18, '27:46.1', 36.219199946759886, 95.85141591431874, 137, 76, 32, 'Female', 81.54213982461349, 1.6073515100213853, 0.13068143356341333, 61, 31.561699376726608, 96.33333333333333, 'High Risk'),
(130588, 61, 18, '26:46.1', 37.283437887620245, 97.55177911393535, 120, 74, 89, 'Male', 68.72151209963471, 1.8259424401751974, 0.054306896175958054, 46, 20.611924397574114, 89.33333333333333, 'Low Risk'),
(130589, 70, 13, '25:46.1', 37.01172206790382, 96.70388524720738, 138, 72, 57, 'Male', 59.90665053, 1.5380018123321058, 0.1393264744211812, 66, 25.325693337065307, 94, 'Low Risk'),
(130590, 99, 14, '24:46.1', 36.922317050617615, 96.00134642315139, 126, 83, 54, 'Male', 56.376762334196904, 1.8803553821871184, 0.10498514936315992, 43, 15.944843320065583, 97.33333333333333, 'High Risk'),
(130591, 90, 19, '23:46.1', 36.98304954, 96.73124206990816, 119, 72, 28, 'Female', 51.952025617850495, 1.8310296600474294, 0.085733633, 47, 15.495718805793182, 87.66666666666667, 'High Risk'),
(130592, 81, 16, '22:46.1', 37.15063215929867, 95.72743530352973, 119, 86, 62, 'Female', 95.23700261, 1.9597929792569244, 0.12270902521126732, 33, 24.796211006177533, 97, 'Low Risk'),
(130593, 60, 18, '21:46.1', 37.237685263896594, 98.66443329841977, 130, 70, 81, 'Female', 85.37887840879108, 1.8847763553408017, 0.054512388, 60, 24.034262244388266, 90, 'Low Risk'),
(130594, 73, 16, '20:46.1', 36.61117633282394, 99.64695204, 124, 77, 77, 'Male', 66.99338905532817, 1.7712806283007647, 0.12438923708317784, 47, 21.352916533604237, 92.66666666666667, 'Low Risk'),
(130595, 90, 18, '19:46.1', 36.43527853042076, 99.21318094159717, 126, 84, 41, 'Female', 60.81700740961378, 1.7539514436256383, 0.10786066270259834, 42, 19.769237270693043, 98, 'Low Risk'),
(130596, 65, 17, '18:46.1', 36.33045690260776, 99.53821240558429, 139, 80, 23, 'Female', 69.94038061238626, 1.9307800760587794, 0.090354769, 59, 18.761276071234075, 99.66666666666666, 'Low Risk'),
(130597, 96, 18, '17:46.1', 37.18840493768468, 95.04836730684373, 112, 80, 66, 'Female', 61.32498036450106, 1.7515180646020847, 0.11628480792641778, 32, 19.98978744069361, 90.66666666666667, 'High Risk'),
(130598, 61, 18, '16:46.1', 37.47386795, 96.67713442274263, 139, 71, 26, 'Male', 57.10904604380514, 1.677530037047576, 0.074926478, 68, 20.293842960649464, 93.66666666666666, 'Low Risk'),
(130599, 66, 14, '15:46.1', 37.23930630903511, 97.11151944, 132, 83, 79, 'Male', 83.03810945380332, 1.9569832337422015, 0.14403478190815938, 49, 21.682194859710084, 99.33333333333333, 'Low Risk'),
(130600, 83, 12, '14:46.1', 36.77165508524521, 97.46241626684684, 134, 88, 60, 'Female', 56.82781347260875, 1.7538909008412467, 0.074983214, 46, 18.473781230288882, 103.33333333333333, 'High Risk'),
(130601, 82, 18, '13:46.1', 36.317322854881645, 98.73598753003454, 132, 81, 62, 'Female', 55.325253624750665, 1.9240767318263043, 0.1027429367206446, 51, 14.94440533161786, 98, 'High Risk'),
(130602, 60, 15, '12:46.1', 37.123005468783234, 97.12001914836642, 132, 75, 44, 'Male', 56.35025315157246, 1.5149542448002027, 0.069545801, 57, 24.55256327, 94, 'Low Risk'),
(130603, 89, 13, '11:46.1', 36.62417340865268, 96.06553966591267, 114, 76, 69, 'Female', 72.09429796796216, 1.8291521260789367, 0.080952932, 38, 21.547717087078777, 88.66666666666667, 'Low Risk'),
(130604, 72, 16, '10:46.1', 37.29889481359363, 99.35287231408304, 121, 76, 29, 'Male', 95.91543566346935, 1.647578526611105, 0.11770431503424418, 45, 35.33428093628784, 91, 'High Risk'),
(130605, 98, 17, '09:46.1', 36.30617840305893, 95.91175818845815, 128, 77, 23, 'Female', 51.36340953016554, 1.9094861695071177, 0.096522835, 51, 14.087074471157832, 94, 'High Risk'),
(130606, 86, 13, '08:46.1', 36.274877444928364, 97.01953210714062, 116, 81, 85, 'Female', 62.96768873027623, 1.6852077121316729, 0.1211513387797151, 35, 22.17230666231249, 92.66666666666667, 'Low Risk'),
(130607, 84, 18, '07:46.1', 37.38371262687467, 97.58920957072878, 132, 72, 50, 'Male', 57.08828415721558, 1.9068109709711538, 0.081993685, 60, 15.701158800882068, 92, 'High Risk'),
(130608, 83, 14, '06:46.1', 36.998868156497814, 97.41959930289025, 137, 71, 50, 'Female', 64.28293432147194, 1.8168937621074788, 0.10874016099973813, 66, 19.473168645639948, 93, 'Low Risk'),
(130609, 84, 13, '05:46.1', 36.939829967604524, 97.22414481164552, 111, 80, 78, 'Female', 88.8004851, 1.634302308, 0.050824488837766704, 31, 33.24685353541132, 90.33333333333333, 'High Risk'),
(130610, 83, 12, '04:46.1', 37.36241021430944, 98.67560072441651, 115, 79, 27, 'Male', 65.95677195822728, 1.7628816553913078, 0.073871957, 36, 21.22330793, 91, 'Low Risk'),
(130611, 83, 19, '03:46.1', 36.974328858429395, 97.97287226184122, 123, 83, 49, 'Male', 51.33769188, 1.5632074395764228, 0.12297461335340654, 40, 21.008890262790345, 96.33333333333333, 'Low Risk'),
(130612, 81, 18, '02:46.1', 37.21660753722132, 96.40239570339764, 115, 77, 33, 'Male', 78.11850991029672, 1.5581302325595807, 0.071684879, 38, 32.17706605245345, 89.66666666666667, 'High Risk'),
(130613, 92, 13, '01:46.1', 37.22444783, 98.43138902291435, 136, 78, 35, 'Male', 98.04549448057534, 1.7180259368143238, 0.069924294, 58, 33.217596788215715, 97.33333333333333, 'High Risk'),
(130614, 64, 15, '00:46.1', 37.20123130981645, 96.06578166818532, 116, 70, 24, 'Male', 89.98201194627666, 1.7538984576900942, 0.077615435, 46, 29.251410134662656, 85.33333333333333, 'Low Risk'),
(130615, 87, 19, '59:46.1', 37.415785360566204, 96.70908523546746, 139, 77, 85, 'Male', 86.03256792880983, 1.6228231223811358, 0.11159360329135118, 62, 32.667846935215586, 97.66666666666666, 'High Risk'),
(130616, 94, 14, '58:46.1', 37.35698028961132, 99.54579715, 139, 80, 24, 'Male', 64.89316356150611, 1.9054286316953812, 0.096977303, 59, 17.873663321347436, 99.66666666666666, 'High Risk'),
(130617, 64, 18, '57:46.1', 36.52642181752285, 96.65443640273052, 112, 84, 39, 'Female', 53.972905922732295, 1.7002456598874645, 0.079797735, 28, 18.670349655922188, 93.33333333333333, 'Low Risk'),
(130618, 96, 16, '56:46.1', 36.47618018443036, 97.18682516548682, 135, 86, 41, 'Male', 82.25327486879341, 1.574006791926374, 0.051879801, 49, 33.20014604196491, 102.33333333333333, 'High Risk'),
(130619, 62, 15, '55:46.1', 36.73314574168674, 99.75914676311123, 117, 89, 65, 'Male', 67.31306676888707, 1.6891857962446466, 0.13380105931585431, 28, 23.59090140245834, 98.33333333333333, 'Low Risk'),
(130620, 76, 17, '54:46.1', 37.262645790247646, 97.01584445963832, 134, 73, 34, 'Female', 90.36133058, 1.7047220783671095, 0.11318542688069484, 61, 31.093917763104724, 93.33333333333333, 'High Risk'),
(130621, 95, 15, '53:46.1', 36.817465068529295, 99.17890393, 132, 79, 46, 'Male', 79.01933559777655, 1.9995586781871175, 0.081012277, 53, 19.763555025064885, 96.66666666666666, 'High Risk'),
(130622, 62, 18, '52:46.1', 36.04083824744627, 98.50630456170806, 133, 84, 37, 'Male', 68.15313482, 1.654794518391836, 0.056588294162456504, 49, 24.888440775148844, 100.33333333333333, 'Low Risk'),
(130623, 96, 15, '51:46.1', 36.182576296195776, 98.60213980445546, 129, 73, 43, 'Female', 62.26013211606821, 1.667129293611682, 0.059578359472873293, 56, 22.40120975192569, 91.66666666666666, 'High Risk'),
(130624, 75, 12, '50:46.1', 37.34762769697283, 97.31228080162604, 120, 86, 86, 'Female', 61.865498731946175, 1.9973228952963424, 0.10411840935533015, 34, 15.507863070370293, 97.33333333333333, 'High Risk'),
(130625, 74, 16, '49:46.1', 36.12079748328985, 98.36716117581375, 124, 85, 30, 'Female', 61.85291596935693, 1.8112613667220168, 0.14809999946285082, 39, 18.853758106005202, 98, 'Low Risk'),
(130626, 82, 19, '48:46.1', 37.246159991011965, 97.85889762117714, 134, 88, 79, 'Female', 96.11487620637095, 1.9648437246702057, 0.053588407151984166, 46, 24.89628704697271, 103.33333333333333, 'Low Risk'),
(130627, 88, 15, '47:46.1', 37.11876004460992, 95.23968128136362, 127, 85, 38, 'Female', 79.47790202, 1.6801738937714314, 0.095926259, 42, 28.153858894571602, 99, 'Low Risk'),
(130628, 66, 19, '46:46.1', 37.16472721425614, 96.91712936586515, 127, 80, 18, 'Male', 64.88925018310314, 1.631878624200074, 0.1493984720051123, 47, 24.366718630581353, 95.66666666666667, 'Low Risk'),
(130629, 94, 15, '45:46.1', 36.95925968760235, 99.49689725205437, 137, 88, 23, 'Female', 51.52229549371346, 1.6568351280625628, 0.056870300004984775, 49, 18.768804748233215, 104.33333333333333, 'High Risk'),
(130630, 81, 14, '44:46.1', 37.49752737, 98.39645666545779, 120, 86, 70, 'Female', 80.07174701032528, 1.5209666163465252, 0.13715896088095414, 34, 34.61305563182531, 97.33333333333333, 'High Risk'),
(130631, 66, 12, '43:46.1', 36.81935860023019, 99.58354362577823, 134, 76, 22, 'Female', 50.55024314, 1.5024307698791335, 0.090079144, 58, 22.394135932999024, 95.33333333333333, 'Low Risk'),
(130632, 93, 18, '42:46.1', 36.434768058525975, 97.69795594284616, 137, 79, 52, 'Female', 55.956956205836626, 1.606094113078194, 0.1449186257743438, 58, 21.69262468575828, 98.33333333333333, 'High Risk'),
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(130808, 62, 14, '46:46.1', 37.46576428090876, 99.31043788039679, 132, 77, 30, 'Male', 61.45682113866603, 1.776137084793205, 0.0866899, 55, 19.48126384024257, 95.33333333333333, 'Low Risk'),
(130809, 85, 12, '45:46.1', 36.65804378811249, 98.91949592539973, 131, 70, 80, 'Male', 62.77460420960431, 1.5286078512344354, 0.052419919, 61, 26.86530722613955, 90.33333333333333, 'Low Risk'),
(130810, 80, 18, '44:46.1', 36.90532285854784, 98.60744351085673, 126, 78, 67, 'Female', 52.03978349786039, 1.9154423358919428, 0.10922960528819173, 48, 14.18395408706056, 94, 'High Risk'),
(130811, 86, 12, '43:46.1', 36.47323911827956, 96.35170583127912, 137, 80, 56, 'Male', 99.48376176, 1.6014693937576088, 0.093849883, 57, 38.78956528933674, 99, 'High Risk'),
(130812, 64, 16, '42:46.1', 36.95868629222115, 98.56097259888486, 114, 87, 50, 'Female', 77.21212094675353, 1.5579340692049366, 0.096882277, 27, 31.811733313311898, 96, 'High Risk'),
(130813, 82, 14, '41:46.1', 36.63179685919278, 97.59718241637883, 137, 87, 18, 'Male', 79.72471570749343, 1.9999830049121694, 0.099517217, 50, 19.931517663327423, 103.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(130814, 98, 14, '40:46.1', 36.03669007407725, 97.55417083805885, 113, 71, 58, 'Female', 57.84841270222831, 1.7144992398608023, 0.066508739, 42, 19.67962656279365, 85, 'High Risk'),
(130815, 92, 14, '39:46.1', 36.69105951067958, 99.43123797350182, 116, 89, 60, 'Female', 54.99251452115725, 1.6441189005701222, 0.10728869031962363, 27, 20.344036869503988, 98, 'High Risk'),
(130816, 72, 17, '38:46.1', 36.82617119423182, 95.44882205792672, 114, 85, 58, 'Female', 90.27896540159313, 1.6347747432186424, 0.10919951757495693, 29, 33.780862561927385, 94.66666666666667, 'High Risk'),
(130817, 67, 14, '37:46.1', 37.22175257878464, 99.37354798756114, 131, 74, 50, 'Female', 90.44963177, 1.8635588861994037, 0.083923756, 57, 26.04477213726846, 93, 'Low Risk'),
(130818, 63, 18, '36:46.1', 36.492807740891045, 98.27020862, 111, 75, 81, 'Female', 81.80716569459915, 1.9194320595312397, 0.1303337583505999, 36, 22.204748447603457, 87, 'Low Risk'),
(130819, 60, 19, '35:46.1', 37.33298566783768, 98.18305235442426, 117, 74, 66, 'Male', 74.63616713635346, 1.721198365130964, 0.12590222067172296, 43, 25.19344041413931, 88.33333333333333, 'Low Risk'),
(130820, 89, 12, '34:46.1', 37.36034053509276, 97.87017283582101, 114, 70, 35, 'Female', 98.00817527385539, 1.8494799764639085, 0.10069210756276023, 44, 28.652533965236525, 84.66666666666667, 'Low Risk'),
(130821, 91, 14, '33:46.1', 36.38181288539167, 98.06237447953396, 136, 74, 18, 'Male', 51.39394579112357, 1.9185659374831423, 0.054915801935283316, 62, 13.962349431372498, 94.66666666666666, 'High Risk'),
(130822, 60, 15, '32:46.1', 36.95162188980909, 99.60401693766768, 128, 84, 46, 'Female', 77.28650958959547, 1.8096550293202602, 0.13210432688103907, 44, 23.600005592985028, 98.66666666666667, 'Low Risk'),
(130823, 61, 18, '31:46.1', 37.487488346066975, 96.89988976345767, 125, 84, 52, 'Male', 92.87843164801536, 1.5209984044675213, 0.13144652495710724, 41, 40.14739364768603, 97.66666666666667, 'High Risk'),
(130824, 96, 17, '30:46.1', 36.947612866122384, 99.44714844088409, 124, 82, 50, 'Male', 70.62902213394139, 1.747763674324481, 0.13715013320918523, 42, 23.121594269896566, 96, 'High Risk'),
(130825, 62, 19, '29:46.1', 36.492403982060985, 98.50409793700875, 121, 88, 68, 'Male', 89.35550756864254, 1.8552547689066656, 0.058329181970252476, 33, 25.960569349086096, 99, 'Low Risk'),
(130826, 74, 18, '28:46.1', 37.16027213725092, 99.56034903684734, 136, 73, 29, 'Male', 54.315970443892354, 1.9680523300750734, 0.083219922, 63, 14.023430266136685, 94, 'High Risk'),
(130827, 89, 17, '27:46.1', 36.596551822142914, 99.45511519083522, 110, 75, 34, 'Male', 77.38512743030873, 1.7017638932108992, 0.08594133, 35, 26.721380568008836, 86.66666666666667, 'Low Risk'),
(130828, 81, 13, '26:46.1', 37.33746784785382, 99.55284738083544, 110, 76, 82, 'Male', 79.85986848305117, 1.6227405989806136, 0.13593908024944035, 34, 30.32706534410504, 87.33333333333333, 'High Risk'),
(130829, 90, 12, '25:46.1', 36.17267118836732, 96.62683652533879, 113, 76, 86, 'Female', 93.73497775009972, 1.5487389812193775, 0.10290693805699061, 37, 39.07916013641238, 88.33333333333333, 'High Risk'),
(130830, 92, 16, '24:46.1', 36.29076958766993, 99.24110888, 130, 71, 37, 'Female', 92.70692124236754, 1.7140977943814282, 0.078072315, 59, 31.55302244693224, 90.66666666666666, 'High Risk'),
(130831, 78, 13, '23:46.1', 36.38891596983458, 98.76452742106868, 124, 86, 32, 'Male', 99.64721878964147, 1.8328188090433915, 0.073304163, 38, 29.663754322634293, 98.66666666666667, 'Low Risk'),
(130832, 81, 19, '22:46.1', 36.909804970313736, 97.28963417, 129, 78, 69, 'Male', 57.16247689106302, 1.692953680631673, 0.072614097, 51, 19.94439592481261, 95, 'Low Risk'),
(130833, 62, 14, '21:46.1', 37.30021272284793, 98.57199436746403, 125, 73, 68, 'Male', 84.60547343703143, 1.893021944556519, 0.12710093028680428, 52, 23.60952029660493, 90.33333333333333, 'Low Risk'),
(130834, 91, 16, '20:46.1', 36.188059999264944, 98.61992681446797, 114, 84, 23, 'Female', 74.40814756245578, 1.7348556754437547, 0.14192907928097026, 30, 24.72257996298343, 94, 'High Risk'),
(130835, 63, 18, '19:46.1', 37.14210265536674, 95.34362016214394, 121, 73, 64, 'Female', 74.21396858, 1.6046810563944451, 0.061723829171961064, 48, 28.82094420379216, 89, 'Low Risk'),
(130836, 82, 17, '18:46.1', 36.344023850024776, 99.63352727231738, 137, 86, 70, 'Male', 70.67481124073484, 1.7727859082801825, 0.052384167, 51, 22.48806435591346, 103, 'Low Risk'),
(130837, 67, 19, '17:46.1', 36.63996180073021, 96.18771703116242, 129, 83, 87, 'Male', 78.63429945, 1.7845635555143322, 0.10479951394876406, 46, 24.691528936853047, 98.33333333333333, 'Low Risk'),
(130838, 87, 15, '16:46.1', 36.44773549732664, 98.58659978182669, 133, 85, 70, 'Female', 91.89742414260843, 1.5384373037381818, 0.086535524, 48, 38.827884968583135, 101, 'High Risk'),
(130839, 69, 17, '15:46.1', 36.48885111538533, 95.79489193493255, 136, 82, 33, 'Female', 53.587834990003756, 1.824766750765882, 0.10703745175023098, 54, 16.093536649439162, 100, 'High Risk'),
(130840, 86, 18, '14:46.1', 36.097203231253914, 99.34749956368628, 119, 80, 62, 'Female', 57.94071085766189, 1.7631764140034762, 0.051843199717479416, 39, 18.637698581485274, 93, 'Low Risk'),
(130841, 90, 18, '13:46.1', 36.17753493554667, 99.48624599996685, 137, 86, 29, 'Male', 99.17033332501116, 1.8669014004307993, 0.1418037106335212, 51, 28.453717149162937, 103, 'Low Risk'),
(130842, 80, 16, '12:46.1', 37.40165994702772, 98.28788779746361, 138, 82, 83, 'Male', 66.31940401058192, 1.928120028664102, 0.068228691, 56, 17.83908122, 100.66666666666666, 'High Risk'),
(130843, 63, 12, '11:46.1', 36.99672539766782, 98.46963590308917, 129, 76, 61, 'Male', 50.786877523032224, 1.9594969959156003, 0.12619184390495652, 53, 13.227029080345655, 93.66666666666666, 'High Risk'),
(130844, 64, 12, '10:46.1', 36.141055298235955, 98.93992790656058, 123, 89, 79, 'Male', 86.36173772574573, 1.766141163084159, 0.10108086655734197, 34, 27.686658699134817, 100.33333333333333, 'Low Risk'),
(130845, 77, 17, '09:46.1', 36.50160274369591, 98.28030452619443, 112, 80, 43, 'Male', 91.97815815506712, 1.6966273151326603, 0.10297425156358733, 32, 31.95301175876112, 90.66666666666667, 'High Risk'),
(130846, 82, 15, '08:46.1', 36.46344932816039, 98.66392341980784, 126, 77, 39, 'Female', 84.35529193313711, 1.519950153, 0.11974985929635534, 49, 36.513514941587616, 93.33333333333333, 'High Risk'),
(130847, 86, 17, '07:46.1', 36.48207698389232, 98.54970311064295, 114, 87, 52, 'Female', 50.177087814329646, 1.981725361671882, 0.1333591410386612, 27, 12.77669469422284, 96, 'High Risk'),
(130848, 69, 16, '06:46.1', 36.51345087817274, 97.61011255754198, 110, 80, 77, 'Female', 88.35287557, 1.642087893002184, 0.060973357675072705, 30, 32.76633677538981, 90, 'High Risk'),
(130849, 93, 17, '05:46.1', 37.294040856021326, 95.87644601746818, 114, 72, 44, 'Female', 85.03834037231736, 1.968195364545742, 0.096906891, 42, 21.952215961348006, 86, 'High Risk'),
(130850, 82, 19, '04:46.1', 36.85005696151708, 97.05614806, 132, 70, 33, 'Male', 82.59242628969808, 1.5486617400749183, 0.096227153, 62, 34.43714078490872, 90.66666666666666, 'High Risk'),
(130851, 65, 18, '03:46.1', 36.15119836338082, 96.43044413, 118, 74, 87, 'Female', 82.21377870395241, 1.526316168698489, 0.068275543, 44, 35.29032029024703, 88.66666666666667, 'High Risk'),
(130852, 89, 19, '02:46.1', 36.09854318, 99.86832682715465, 117, 79, 45, 'Female', 95.75491691444017, 1.672078369314114, 0.084928402, 38, 34.24899454758048, 91.66666666666667, 'High Risk'),
(130853, 79, 18, '01:46.1', 37.202937186258964, 98.04238061081215, 116, 72, 53, 'Male', 69.06341972, 1.8283793871054028, 0.11614754359684078, 44, 20.659292567185584, 86.66666666666667, 'Low Risk'),
(130854, 61, 13, '00:46.1', 36.174000435171564, 97.80743960798885, 133, 78, 38, 'Female', 86.65134426783527, 1.6325912301453278, 0.097284309, 55, 32.51025575299351, 96.33333333333333, 'High Risk'),
(130855, 75, 14, '59:46.1', 36.09312909474984, 99.48174239, 111, 88, 76, 'Female', 68.61738231279345, 1.7911816090526673, 0.083718859, 23, 21.38724788946946, 95.66666666666667, 'Low Risk'),
(130856, 82, 17, '58:46.1', 37.27000400153082, 96.46852121132376, 130, 72, 34, 'Female', 83.67099807287526, 1.6733165452772234, 0.058398717, 58, 29.882624597862492, 91.33333333333333, 'Low Risk'),
(130857, 86, 16, '57:46.1', 36.74262757972316, 98.25541013440098, 119, 76, 69, 'Male', 88.56267049214534, 1.7360730652723815, 0.12829722676909588, 43, 29.384256427971284, 90.33333333333333, 'Low Risk'),
(130858, 63, 17, '56:46.1', 37.13102495357621, 98.12118000844171, 133, 88, 71, 'Male', 65.33915427583584, 1.6009360970096211, 0.14287925933050225, 45, 25.49326819759957, 103, 'Low Risk'),
(130859, 77, 16, '55:46.1', 36.46193524916131, 95.21239879869576, 125, 76, 41, 'Male', 54.20479525228406, 1.654510263646635, 0.13240092946437204, 49, 19.80153132099606, 92.33333333333333, 'Low Risk'),
(130860, 98, 19, '54:46.1', 36.203269408567486, 95.19125373956763, 111, 70, 23, 'Female', 63.13131296516004, 1.7173268466800822, 0.093044168, 41, 21.406166699454364, 83.66666666666667, 'High Risk'),
(130861, 70, 16, '53:46.1', 36.01857630706631, 96.27772382568631, 121, 73, 51, 'Female', 93.22795092134392, 1.700775285179446, 0.065245409, 48, 32.229403398408024, 89, 'High Risk'),
(130862, 72, 17, '52:46.1', 37.15426493393073, 97.78204264448303, 132, 77, 82, 'Male', 95.81860354180664, 1.789762449439673, 0.095126547, 55, 29.91293678185153, 95.33333333333333, 'Low Risk'),
(130863, 90, 13, '51:46.1', 37.160417544558314, 96.42460600906948, 121, 76, 50, 'Male', 62.599798831764176, 1.9630818049630536, 0.061717882239938265, 45, 16.244118240415116, 91, 'High Risk'),
(130864, 67, 14, '50:46.1', 36.36775746061497, 95.10551024035988, 124, 83, 80, 'Male', 79.62414817155317, 1.787042984729081, 0.11214891818316745, 41, 24.933015173206613, 96.66666666666667, 'Low Risk'),
(130865, 97, 13, '49:46.1', 37.26886576586733, 98.64583971967133, 119, 78, 32, 'Female', 95.64024732, 1.8039483002886891, 0.059470225294551905, 41, 29.389521604504047, 91.66666666666667, 'High Risk'),
(130866, 82, 19, '48:46.1', 36.45446142287863, 96.11927286445768, 134, 70, 59, 'Female', 63.09714666730997, 1.7112946370393938, 0.12089358924085505, 64, 21.54567684140526, 91.33333333333333, 'Low Risk'),
(130867, 80, 17, '47:46.1', 37.29030071761936, 98.37195615, 119, 83, 32, 'Male', 95.02059712978637, 1.7475472774138785, 0.06453777, 36, 31.11428946048513, 95, 'High Risk'),
(130868, 89, 14, '46:46.1', 37.284630955399656, 99.82844256014167, 136, 85, 46, 'Female', 95.41687846909092, 1.5345321412906237, 0.10971593837366247, 51, 40.52035355133277, 102, 'High Risk'),
(130869, 72, 14, '45:46.1', 36.71035218924146, 99.22628520307562, 114, 86, 72, 'Male', 54.018385566432336, 1.5968796766457567, 0.088766676, 28, 21.183475411337753, 95.33333333333333, 'Low Risk'),
(130870, 82, 14, '44:46.1', 36.97762413783766, 97.22903606053637, 137, 71, 19, 'Male', 89.78738319563854, 1.997246345520117, 0.13800442881185404, 66, 22.508784545459413, 93, 'Low Risk'),
(130871, 80, 14, '43:46.1', 36.544670731859796, 99.94800439274267, 127, 89, 28, 'Female', 70.06957426, 1.9331230226150555, 0.060841726, 38, 18.750398083021796, 101.66666666666667, 'Low Risk'),
(130872, 64, 19, '42:46.1', 36.551696735832145, 95.14877689692877, 117, 76, 69, 'Female', 76.78327704205334, 1.6480483356785975, 0.057003933, 41, 28.27006151477049, 89.66666666666667, 'Low Risk'),
(130873, 62, 19, '41:46.1', 36.67701936530521, 96.67314446817981, 112, 81, 29, 'Female', 51.10571183374041, 1.5201776798753353, 0.13599219934487422, 31, 22.11468401978257, 91.33333333333333, 'Low Risk'),
(130874, 84, 12, '40:46.1', 36.254469781419616, 96.3943764, 135, 73, 76, 'Male', 57.85346440616168, 1.9846228716328465, 0.066057546, 62, 14.688362651382162, 93.66666666666666, 'High Risk'),
(130875, 97, 17, '39:46.1', 36.57012922059424, 97.06379531005922, 129, 73, 39, 'Female', 65.87393998, 1.8128360138062034, 0.1319655828936282, 56, 20.04456330826621, 91.66666666666666, 'High Risk'),
(130876, 82, 15, '38:46.1', 37.395803248721826, 95.69682535638663, 139, 88, 88, 'Male', 57.474104062146544, 1.8559498315710297, 0.077791605, 51, 16.685519959898812, 105, 'High Risk'),
(130877, 74, 17, '37:46.1', 36.667297422609884, 97.90386501545461, 132, 76, 43, 'Male', 96.75495886696541, 1.5392493363016966, 0.065673715, 56, 40.83713658281622, 94.66666666666666, 'High Risk'),
(130878, 78, 14, '36:46.1', 36.81611874881568, 97.66670108378935, 121, 82, 56, 'Male', 55.16007514, 1.8325182847098491, 0.076375843, 39, 16.425863737146717, 95, 'High Risk'),
(130879, 95, 16, '35:46.1', 36.80017342453911, 97.92888351080671, 132, 73, 55, 'Male', 55.248006387124974, 1.7097200381778832, 0.083887185, 59, 18.900209048311613, 92.66666666666666, 'High Risk'),
(130880, 76, 18, '34:46.1', 36.44821867940828, 99.32985403596429, 136, 71, 74, 'Male', 69.73572393575965, 1.8461245697957431, 0.1476158136377566, 65, 20.461304059787587, 92.66666666666666, 'Low Risk'),
(130881, 74, 12, '33:46.1', 36.24055490278676, 99.40887427129823, 121, 79, 33, 'Male', 66.22303082151859, 1.6517954155685814, 0.11444110647049897, 42, 24.271495717795837, 93, 'Low Risk'),
(130882, 88, 14, '32:46.1', 36.60046767780522, 99.86230821929131, 128, 80, 86, 'Female', 88.32385152818298, 1.762115395626013, 0.073022104, 48, 28.445220702061164, 96, 'Low Risk'),
(130883, 81, 15, '31:46.1', 37.24259518800912, 98.60141126, 113, 70, 22, 'Female', 63.37231641641325, 1.8184593659597696, 0.077708653, 43, 19.164274367447767, 84.33333333333333, 'Low Risk'),
(130884, 72, 16, '30:46.1', 36.26403391428749, 96.53133254, 117, 81, 45, 'Male', 55.63757957, 1.6685137848539235, 0.12333650234332173, 36, 19.98520605132293, 93, 'Low Risk'),
(130885, 93, 15, '29:46.1', 36.66158128931735, 97.63769958184085, 132, 87, 59, 'Female', 87.08074008551685, 1.8471000147348657, 0.10736243025742745, 45, 25.523562269150702, 102, 'High Risk'),
(130886, 86, 13, '28:46.1', 36.22234867524262, 97.90709534158408, 131, 83, 88, 'Female', 75.12478485682996, 1.9730788695770927, 0.11549273043728377, 48, 19.297202315909626, 99, 'Low Risk'),
(130887, 79, 16, '27:46.1', 36.730060267715444, 96.21857250078547, 129, 83, 43, 'Female', 90.67446557728465, 1.6978195969664758, 0.13273066108001505, 46, 31.45588586904985, 98.33333333333333, 'High Risk'),
(130888, 89, 15, '26:46.1', 36.668619735051436, 98.64374909, 110, 80, 25, 'Male', 70.66131663493134, 1.7854692746998762, 0.090880009, 30, 22.16547096, 90, 'Low Risk'),
(130889, 79, 14, '25:46.1', 36.26778766200031, 99.59976432, 129, 74, 19, 'Female', 77.44491930497537, 1.5976280612303217, 0.10304093835345648, 55, 30.341816083905574, 92.33333333333333, 'High Risk'),
(130890, 80, 18, '24:46.1', 36.09965992469554, 97.57466495420512, 128, 71, 61, 'Female', 77.80194482238915, 1.6021345000737468, 0.060051794, 57, 30.310458656731466, 90, 'High Risk'),
(130891, 94, 12, '23:46.1', 36.28669601, 96.99143987, 136, 84, 42, 'Male', 64.90491439842411, 1.5207028980064594, 0.093677548, 52, 28.06653725585779, 101.33333333333333, 'High Risk'),
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(131067, 79, 19, '27:46.1', 36.01539115, 97.69981360838501, 129, 81, 67, 'Male', 85.55895528, 1.6526618664375379, 0.1403392781978417, 48, 31.325460237043583, 97, 'High Risk'),
(131068, 81, 16, '26:46.1', 37.007632802407485, 97.96475347307334, 125, 88, 38, 'Female', 68.49661677544452, 1.7921378600080322, 0.13826408729565587, 37, 21.326829245843857, 100.33333333333333, 'Low Risk'),
(131069, 88, 14, '25:46.1', 36.51571116852149, 96.05855183444083, 136, 70, 49, 'Male', 59.174583898439096, 1.5445873308438514, 0.11481500670109489, 66, 24.80334625916412, 92, 'Low Risk'),
(131070, 82, 15, '24:46.1', 37.08760583954426, 97.59955206099156, 123, 73, 35, 'Female', 73.57399945969792, 1.8242284698027884, 0.06645608, 50, 22.108837431273273, 89.66666666666666, 'Low Risk'),
(131071, 73, 13, '23:46.1', 36.44474452217072, 95.57871477683534, 111, 81, 40, 'Male', 63.901164710337596, 1.721558807377786, 0.13720719562856548, 30, 21.560808832964845, 91, 'Low Risk'),
(131072, 80, 12, '22:46.1', 36.169006681856025, 99.38395076985849, 112, 84, 26, 'Female', 80.78965681499153, 1.6874130973798773, 0.1379561338074469, 28, 28.373501346903687, 93.33333333333333, 'Low Risk'),
(131073, 68, 18, '21:46.1', 37.49794224549933, 98.94366386574528, 126, 89, 86, 'Female', 94.19716738312064, 1.589630509745199, 0.11590243309358272, 37, 37.27738714503031, 101.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(131074, 63, 12, '20:46.1', 36.945110525764626, 98.56075871967235, 117, 85, 38, 'Female', 74.92468954049819, 1.576645234859262, 0.062006716, 32, 30.14095349791561, 95.66666666666667, 'High Risk'),
(131075, 64, 16, '19:46.1', 37.138559047641714, 97.05495599390693, 134, 80, 52, 'Male', 98.70568198, 1.5210406734431916, 0.056801273120160846, 54, 42.66389467651306, 98, 'High Risk'),
(131076, 80, 15, '18:46.1', 36.80625821123493, 95.27368804270144, 113, 77, 56, 'Male', 91.25806045, 1.877846513633988, 0.1466946225178941, 36, 25.879212095363105, 89, 'Low Risk'),
(131077, 91, 12, '17:46.1', 37.264505847505575, 98.40290380196122, 115, 89, 57, 'Female', 89.80692596501706, 1.8057986161650421, 0.11693922084256204, 26, 27.54046059566448, 97.66666666666667, 'High Risk'),
(131078, 69, 14, '16:46.1', 36.70458183239174, 98.41065830224838, 119, 79, 36, 'Female', 65.98818823337155, 1.791696723649702, 0.10414228637380604, 40, 20.55593356986152, 92.33333333333333, 'Low Risk'),
(131079, 78, 13, '15:46.1', 37.22994496721603, 96.64988425136691, 118, 82, 75, 'Male', 96.41458308, 1.5195376330696657, 0.057480156, 36, 41.75608826221427, 94, 'High Risk'),
(131080, 69, 12, '14:46.1', 37.412142653184944, 96.68207349444079, 119, 86, 79, 'Female', 91.87542574, 1.7434984708180654, 0.079903109, 33, 30.224298026042113, 97, 'High Risk'),
(131081, 65, 18, '13:46.1', 37.30049757681601, 98.07988823880493, 137, 79, 69, 'Female', 98.73089519905193, 1.971880048, 0.095101964, 58, 25.391718193505984, 98.33333333333333, 'Low Risk'),
(131082, 96, 13, '12:46.1', 36.84494290516551, 99.77937976028986, 119, 76, 25, 'Female', 62.42580759564759, 1.5461505285855945, 0.12402610060255082, 43, 26.11323174605344, 90.33333333333333, 'High Risk'),
(131083, 81, 14, '11:46.1', 37.25220631492789, 96.75895967625694, 112, 73, 73, 'Male', 61.67914539585407, 1.7151782822569834, 0.10458853812131486, 39, 20.96620412410991, 86, 'Low Risk'),
(131084, 97, 15, '10:46.1', 36.32735376655283, 96.04247201405344, 121, 88, 35, 'Female', 81.34564951567005, 1.6960563679513385, 0.11026324745494062, 33, 28.278330605321564, 99, 'High Risk'),
(131085, 96, 15, '09:46.1', 37.17920404046687, 96.47921895714393, 124, 89, 86, 'Female', 66.71546657259435, 1.7299105781413133, 0.10215880407335469, 35, 22.293549403685244, 100.66666666666667, 'High Risk'),
(131086, 87, 19, '08:46.1', 37.18817474580232, 96.43127654079103, 131, 89, 24, 'Male', 94.46273903294602, 1.6177057452943315, 0.078940983, 42, 36.096199509872285, 103, 'High Risk'),
(131087, 81, 12, '07:46.1', 36.30669047749267, 99.15823260971327, 124, 85, 66, 'Male', 53.646604427827775, 1.8566227744868653, 0.1363883840609048, 39, 15.563056405165975, 98, 'High Risk'),
(131088, 78, 18, '06:46.1', 36.526487390820684, 98.65746062948483, 132, 75, 25, 'Male', 66.67081427945887, 1.5476037755049188, 0.082326513, 57, 27.83660060429363, 94, 'Low Risk'),
(131089, 91, 15, '05:46.1', 37.36088359264649, 97.39087401824332, 127, 85, 71, 'Female', 84.24949741116083, 1.611868926027946, 0.05615661, 42, 32.42708223184642, 99, 'High Risk'),
(131090, 84, 19, '04:46.1', 37.1278461, 97.17400536606817, 112, 81, 31, 'Female', 81.67003733882376, 1.8491339003479723, 0.12667943408877852, 31, 23.88504329712673, 91.33333333333333, 'Low Risk'),
(131091, 69, 14, '03:46.1', 36.87935223793501, 96.86418142, 121, 87, 28, 'Female', 92.70811861601246, 1.6089693723256444, 0.074259583, 34, 35.81147536571873, 98.33333333333333, 'High Risk'),
(131092, 79, 16, '02:46.1', 36.590826568984724, 97.13966368066914, 122, 89, 24, 'Male', 68.01649229995883, 1.6935742182529498, 0.057934917, 33, 23.714051772436857, 100, 'Low Risk'),
(131093, 96, 12, '01:46.1', 37.191496706009715, 98.75415951251554, 125, 83, 33, 'Female', 92.85083756633534, 1.6346173142462797, 0.067730484, 42, 34.74990616156497, 97, 'High Risk'),
(131094, 78, 19, '00:46.1', 37.251899649198535, 96.73859616573657, 132, 72, 84, 'Female', 67.24191054383003, 1.6369608988090156, 0.098346271, 60, 25.093626698339833, 92, 'Low Risk'),
(131095, 78, 18, '59:46.1', 36.45855986878079, 98.22332169659066, 114, 72, 48, 'Female', 88.2520152, 1.759071156144586, 0.050509248, 42, 28.52054473782411, 86, 'Low Risk'),
(131096, 98, 12, '58:46.1', 36.13531095006804, 98.62255006842916, 115, 85, 83, 'Female', 57.96450680525852, 1.7301715587346522, 0.1378046407552156, 30, 19.363497675956985, 95, 'High Risk'),
(131097, 98, 19, '57:46.1', 36.421913765836386, 99.48476636117219, 128, 82, 37, 'Female', 65.46839320670689, 1.819839691148355, 0.11220623732549029, 46, 19.768122170256422, 97.33333333333333, 'High Risk'),
(131098, 95, 14, '56:46.1', 37.382212538899985, 95.57456462755461, 130, 83, 64, 'Male', 66.02186238888342, 1.862513189495092, 0.072327563, 47, 19.032202820962603, 98.66666666666667, 'High Risk'),
(131099, 62, 18, '55:46.1', 36.25961370311844, 95.78872212, 112, 85, 62, 'Male', 57.913360910210294, 1.7230916813487271, 0.089256856, 27, 19.505720538099997, 94, 'Low Risk'),
(131100, 68, 16, '54:46.1', 37.06138236076285, 96.49107223, 112, 79, 72, 'Female', 66.71209136423242, 1.9284639485032147, 0.13682679882154153, 33, 17.938309249471114, 90, 'High Risk'),
(131101, 80, 13, '53:46.1', 36.829140036234755, 95.41463539941488, 138, 75, 54, 'Male', 78.59190395410812, 1.9223655064134588, 0.05973276, 63, 21.26698279211506, 96, 'Low Risk'),
(131102, 67, 18, '52:46.1', 36.39123686258502, 97.21854183714103, 131, 80, 44, 'Female', 86.74659601750363, 1.6971944259394192, 0.056104377, 51, 30.11544246565704, 97, 'High Risk'),
(131103, 71, 15, '51:46.1', 37.135758093059835, 99.18870801676124, 134, 84, 56, 'Male', 53.36749832400577, 1.692556338965198, 0.12339008604988035, 50, 18.629044400264753, 100.66666666666666, 'Low Risk'),
(131104, 72, 13, '50:46.1', 37.11600713746095, 99.89715784098696, 137, 79, 22, 'Female', 78.48220301933577, 1.604345307552344, 0.051099348956129165, 58, 30.49126823840765, 98.33333333333333, 'High Risk'),
(131105, 87, 12, '49:46.1', 36.65802370743794, 96.86576321530943, 134, 80, 78, 'Male', 69.70584553093919, 1.6222317403605577, 0.088305693, 54, 26.487648866989208, 98, 'Low Risk'),
(131106, 76, 13, '48:46.1', 36.224434200711954, 97.95442323235729, 119, 82, 24, 'Female', 71.87518799642073, 1.7490472790835638, 0.11276329128875877, 37, 23.49502412203123, 94.33333333333333, 'Low Risk'),
(131107, 79, 15, '47:46.1', 37.20932165891368, 97.61524612229121, 129, 87, 69, 'Female', 98.11130126034527, 1.9832915593562297, 0.14635853977762212, 42, 24.942840448615794, 101, 'Low Risk'),
(131108, 66, 18, '46:46.1', 36.23354035396286, 97.04680002824048, 138, 81, 22, 'Female', 99.61280394, 1.8859620559502146, 0.073228608, 57, 28.005882559468695, 100, 'Low Risk'),
(131109, 71, 16, '45:46.1', 36.51326427674389, 98.4968402, 130, 85, 79, 'Male', 71.34355250756296, 1.6217605568490365, 0.1418407933800066, 45, 27.125719321719814, 100, 'Low Risk'),
(131110, 92, 12, '44:46.1', 37.43364244154208, 97.66102894007832, 110, 77, 73, 'Male', 87.37923507353489, 1.5443660397038526, 0.098883592, 33, 36.63597487566664, 88, 'High Risk'),
(131111, 94, 14, '43:46.1', 37.01866551327444, 96.87367126012326, 126, 89, 86, 'Male', 93.90066095, 1.526469124691568, 0.12463988114682269, 37, 40.29884512001976, 101.33333333333333, 'High Risk'),
(131112, 66, 18, '42:46.1', 36.422251709034605, 96.50164369204403, 134, 86, 51, 'Male', 76.07348174322568, 1.5980587671671023, 0.14766369571833787, 48, 29.78844284, 102, 'Low Risk'),
(131113, 61, 18, '41:46.1', 36.36714431, 99.45095394, 113, 84, 82, 'Female', 77.89795174150701, 1.7054144192636365, 0.14712482575352867, 29, 26.783428973482863, 93.66666666666667, 'Low Risk'),
(131114, 87, 15, '40:46.1', 37.292857217077824, 96.91442454360171, 126, 72, 21, 'Female', 76.04876730047911, 1.9031836222249903, 0.13947613485866078, 54, 20.99572111103167, 90, 'Low Risk'),
(131115, 83, 17, '39:46.1', 36.66499288827649, 99.3184368, 121, 77, 46, 'Female', 89.72181536219537, 1.8206930535993258, 0.054821568, 44, 27.066031419981876, 91.66666666666667, 'Low Risk'),
(131116, 89, 19, '38:46.1', 36.17681021133621, 97.37547841980748, 133, 84, 79, 'Male', 51.38434076236666, 1.6048890893090515, 0.051776739601043155, 49, 19.949900776128455, 100.33333333333333, 'Low Risk'),
(131117, 84, 17, '37:46.1', 36.41577770239902, 95.49932602376272, 131, 71, 84, 'Female', 97.04558307324706, 1.821469407884341, 0.096744097, 60, 29.25041355136842, 91, 'Low Risk'),
(131118, 83, 12, '36:46.1', 37.41648455148398, 97.49138786929056, 128, 72, 29, 'Male', 76.37384157, 1.8839075895014328, 0.071570233, 56, 21.519166436494086, 90.66666666666666, 'Low Risk'),
(131119, 66, 14, '35:46.1', 36.301051009414785, 98.48768242712902, 115, 79, 43, 'Female', 74.02537787, 1.8587935458795641, 0.14828956743505028, 36, 21.424876207307474, 91, 'Low Risk'),
(131120, 78, 15, '34:46.1', 36.62489344, 97.31379166686844, 129, 87, 84, 'Female', 68.11233167643823, 1.5672300388860485, 0.090240466, 42, 27.73066302189336, 101, 'Low Risk'),
(131121, 61, 19, '33:46.1', 36.94379234364356, 96.50778050542722, 136, 71, 43, 'Female', 63.8401196, 1.5256456800517129, 0.086991737, 65, 27.427506373747438, 92.66666666666666, 'Low Risk'),
(131122, 95, 14, '32:46.1', 37.19821887455941, 99.15673674, 135, 76, 62, 'Male', 95.54218773872137, 1.663171646640503, 0.076764032, 59, 34.539896855600134, 95.66666666666666, 'High Risk'),
(131123, 80, 17, '31:46.1', 36.664159332003145, 96.66778016292201, 118, 72, 88, 'Male', 78.21376832, 1.6342269877519833, 0.12689355883198578, 46, 29.285891847152048, 87.33333333333333, 'Low Risk'),
(131124, 79, 17, '30:46.1', 36.04365168043841, 97.46064002282944, 116, 75, 81, 'Female', 72.82472538452382, 1.6868847818195454, 0.051994312887246256, 41, 25.59222321915436, 88.66666666666667, 'Low Risk'),
(131125, 68, 16, '29:46.1', 37.27085832522781, 99.66030621031115, 129, 76, 73, 'Female', 97.37280922801844, 1.9673778987776682, 0.099203117, 53, 25.157189613385754, 93.66666666666666, 'Low Risk'),
(131126, 81, 16, '28:46.1', 37.10953654207019, 98.36377051583712, 111, 83, 76, 'Female', 78.81126097212442, 1.7985500141454636, 0.076211009, 28, 24.363699697585698, 92.33333333333333, 'Low Risk'),
(131127, 76, 15, '27:46.1', 37.49954726909269, 95.16250573340525, 123, 83, 31, 'Male', 92.35824810877662, 1.7389091490824309, 0.119635655, 40, 30.543718007695727, 96.33333333333333, 'High Risk'),
(131128, 99, 14, '26:46.1', 37.430345722624374, 95.13896094, 120, 78, 78, 'Male', 77.20576831462614, 1.8785991930553434, 0.093794343, 42, 21.87668363111797, 92, 'High Risk'),
(131129, 66, 19, '25:46.1', 37.01065403321775, 96.51841512183768, 139, 83, 82, 'Female', 61.01260427436415, 1.7992828765027389, 0.06252649, 56, 18.846064327928882, 101.66666666666666, 'Low Risk'),
(131130, 80, 16, '24:46.1', 36.37182744320903, 95.96670118094887, 134, 89, 44, 'Male', 78.02225737972074, 1.9575757292760083, 0.12609068131603113, 45, 20.360168491778314, 104, 'Low Risk'),
(131131, 65, 12, '23:46.1', 36.65159146479214, 95.71105234357516, 127, 80, 28, 'Female', 93.96632895567697, 1.9933905962335305, 0.07853211, 47, 23.647620654989527, 95.66666666666667, 'Low Risk'),
(131132, 82, 17, '22:46.1', 37.06211538, 95.43643987642203, 127, 80, 22, 'Female', 96.20324764929819, 1.8474684207757184, 0.095553416, 47, 28.18614527641717, 95.66666666666667, 'Low Risk'),
(131133, 95, 15, '21:46.1', 36.14543727967463, 96.38304674789777, 133, 75, 70, 'Male', 96.29128367983606, 1.6178304639952719, 0.11840686035760642, 58, 36.789252051287505, 94.33333333333333, 'High Risk'),
(131134, 76, 19, '20:46.1', 36.676216945175064, 99.52835358368985, 127, 76, 33, 'Male', 88.48351531, 1.7893445526655345, 0.12106196570591239, 51, 27.6359512, 93, 'Low Risk'),
(131135, 62, 15, '19:46.1', 36.07555572690184, 95.57822464037264, 113, 75, 76, 'Female', 93.90608147144525, 1.8325854313387628, 0.1348584767233756, 38, 27.961808638947183, 87.66666666666667, 'Low Risk'),
(131136, 83, 12, '18:46.1', 37.28914416161725, 97.10230015849098, 122, 71, 68, 'Female', 95.85222485, 1.5705193544078444, 0.087630046, 51, 38.861146766430124, 88, 'High Risk'),
(131137, 83, 12, '17:46.1', 37.1637335, 96.94305552367305, 131, 75, 62, 'Male', 90.67437693, 1.6428724451415968, 0.12400169038366769, 56, 33.595173550682595, 93.66666666666666, 'High Risk'),
(131138, 71, 12, '16:46.1', 36.37143901162781, 96.30090641839448, 123, 80, 71, 'Male', 90.44980036, 1.8180601920101882, 0.12046781105346777, 43, 27.364725580954577, 94.33333333333333, 'Low Risk'),
(131139, 90, 12, '15:46.1', 36.71498942242445, 99.08939658807684, 134, 78, 25, 'Female', 83.53406394594228, 1.8891633634114706, 0.11840744269521175, 56, 23.40585881434108, 96.66666666666666, 'Low Risk'),
(131140, 74, 14, '14:46.1', 37.139835676331366, 96.04222472744402, 124, 79, 31, 'Female', 84.44094051567436, 1.5320800608241816, 0.14492681369493698, 45, 35.97411684126061, 94, 'High Risk'),
(131141, 79, 18, '13:46.1', 37.372554669549224, 96.89950081252984, 120, 78, 35, 'Female', 52.65306181223246, 1.8336844053900379, 0.07428711, 42, 15.659375839780951, 92, 'High Risk'),
(131142, 73, 13, '12:46.1', 37.078860358748955, 95.64802947143578, 111, 86, 73, 'Male', 72.36997012449511, 1.5098160133908591, 0.12255505562213695, 25, 31.74755898842203, 94.33333333333333, 'High Risk'),
(131143, 80, 16, '11:46.1', 36.811367562146934, 96.50260084796606, 126, 78, 41, 'Female', 71.65456872424906, 1.5983336747022145, 0.077073872, 48, 28.048457804355344, 94, 'Low Risk'),
(131144, 94, 17, '10:46.1', 36.47285135298016, 96.44762777971475, 139, 72, 34, 'Male', 81.44760390839309, 1.6111657974643983, 0.11007384694185034, 67, 31.37601938034879, 94.33333333333333, 'High Risk'),
(131145, 77, 16, '09:46.1', 37.38748285220914, 97.66039557807804, 125, 77, 53, 'Male', 76.35510202303924, 1.7832004672400936, 0.1389655139515721, 48, 24.012519095970866, 93, 'Low Risk'),
(131146, 68, 14, '08:46.1', 36.09953603438404, 96.93936814, 129, 74, 82, 'Male', 84.52783843196696, 1.7980510197658197, 0.050876925, 55, 26.145427170588402, 92.33333333333333, 'Low Risk'),
(131147, 73, 12, '07:46.1', 36.969382891960464, 98.40988297, 130, 75, 44, 'Male', 93.54786259411064, 1.8086905530330826, 0.091999741, 55, 28.59600264859972, 93.33333333333333, 'Low Risk'),
(131148, 60, 13, '06:46.1', 36.994787680977325, 95.53114271733536, 118, 89, 33, 'Female', 84.88706238567411, 1.8433074882792666, 0.07453392, 29, 24.98307719, 98.66666666666667, 'Low Risk'),
(131149, 65, 12, '05:46.1', 37.355497304303505, 96.62359081554611, 127, 88, 45, 'Female', 53.40058799025168, 1.6047727891597487, 0.053278723, 39, 20.735711200134727, 101, 'Low Risk'),
(131150, 92, 13, '04:46.1', 37.02878136420642, 98.80720919442356, 123, 71, 46, 'Female', 93.32249195746587, 1.914496538837716, 0.090615344, 52, 25.461099612993745, 88.33333333333333, 'High Risk'),
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(131326, 83, 12, '08:46.1', 36.59958467422116, 97.96245419, 131, 85, 62, 'Male', 94.32346539, 1.8534173774852758, 0.11825357252307885, 46, 27.458277317260052, 100.33333333333333, 'Low Risk'),
(131327, 63, 15, '07:46.1', 37.48174253921123, 96.39406560541205, 113, 76, 42, 'Male', 62.05876852520106, 1.6928658869047244, 0.11004028164922025, 37, 21.654992925699634, 88.33333333333333, 'Low Risk'),
(131328, 93, 14, '06:46.1', 36.88985063, 98.13938476381392, 129, 70, 74, 'Female', 95.49439538824763, 1.8751683423796202, 0.073863776, 59, 27.15797339779147, 89.66666666666666, 'High Risk'),
(131329, 72, 12, '05:46.1', 36.43460351, 98.04848064740308, 127, 85, 33, 'Male', 50.59137924701115, 1.8865764418474829, 0.055152665332532914, 42, 14.214372932483235, 99, 'High Risk'),
(131330, 98, 15, '04:46.1', 36.36946307096895, 97.71061700372692, 118, 84, 29, 'Male', 81.13142118169642, 1.960455544243477, 0.053791792788012355, 34, 21.109360971835486, 95.33333333333333, 'High Risk'),
(131331, 97, 17, '03:46.1', 36.53218167251332, 97.67293440804274, 136, 74, 68, 'Female', 95.54513803995918, 1.5104639899633219, 0.13498661033292397, 62, 41.87818395328871, 94.66666666666666, 'High Risk'),
(131332, 90, 15, '02:46.1', 36.226934059767636, 99.03814004012135, 122, 73, 56, 'Male', 59.80082603225693, 1.9797466167879376, 0.077766169, 49, 15.257661093757637, 89.33333333333333, 'High Risk'),
(131333, 60, 15, '01:46.1', 37.48227343975559, 96.50756282, 113, 86, 72, 'Female', 60.01755454436585, 1.7558429297812554, 0.093200097, 27, 19.467355936003763, 95, 'Low Risk'),
(131334, 96, 19, '00:46.1', 37.101097999500624, 99.80009637989664, 116, 89, 39, 'Female', 88.76555049417118, 1.7511657519699813, 0.14758232446942443, 27, 28.946092174094847, 98, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(131335, 85, 12, '59:46.1', 37.411936506560195, 96.25274229609592, 123, 81, 72, 'Male', 97.70856548185984, 1.6594795195805085, 0.07343193, 42, 35.48042744635772, 95, 'High Risk'),
(131336, 92, 12, '58:46.1', 36.88590436278009, 99.79184697396158, 123, 88, 48, 'Male', 87.84560063036183, 1.5869463143643874, 0.1342643284414582, 35, 34.881531647651286, 99.66666666666667, 'High Risk'),
(131337, 67, 13, '57:46.1', 36.368189739820245, 95.34648780619678, 132, 71, 84, 'Male', 50.41444621512316, 1.6521547380788237, 0.10286832637269172, 61, 18.46943289450935, 91.33333333333333, 'High Risk'),
(131338, 62, 12, '56:46.1', 37.21057066342656, 95.52123169, 115, 88, 68, 'Female', 95.23842750475177, 1.910236158735392, 0.079061479, 27, 26.099854905785307, 97, 'Low Risk'),
(131339, 93, 16, '55:46.1', 36.101183786994426, 99.25667764028827, 118, 70, 40, 'Female', 82.81605000092907, 1.7666140806946937, 0.09270554, 48, 26.535735966729398, 86, 'High Risk'),
(131340, 97, 19, '54:46.1', 36.59388222, 99.05305809275274, 130, 81, 45, 'Male', 81.07725197396773, 1.9566677483095711, 0.076852078, 49, 21.177020016806562, 97.33333333333333, 'High Risk'),
(131341, 64, 13, '53:46.1', 36.203086529146866, 98.49153432883585, 123, 80, 29, 'Male', 75.26430928506531, 1.5881326114982426, 0.055757732, 43, 29.841149791703053, 94.33333333333333, 'Low Risk'),
(131342, 94, 17, '52:46.1', 36.52072787735685, 97.93074391129309, 135, 76, 42, 'Male', 73.99379005271382, 1.7377394370785584, 0.1171476167127334, 59, 24.503377924728568, 95.66666666666666, 'High Risk'),
(131343, 76, 19, '51:46.1', 36.148060209789776, 99.99481377117397, 130, 82, 40, 'Female', 64.13327264, 1.576777855154998, 0.14929215972723012, 48, 25.79540661995139, 98, 'Low Risk'),
(131344, 97, 14, '50:46.1', 36.47327451074855, 97.18176311797113, 128, 71, 87, 'Female', 65.17362500290207, 1.936648481090732, 0.11398682493276636, 57, 17.376819034027168, 90, 'High Risk'),
(131345, 80, 12, '49:46.1', 37.33283142558353, 99.32520614327926, 123, 85, 24, 'Male', 73.35083135249036, 1.6683846466290613, 0.083751386, 38, 26.351944751662437, 97.66666666666667, 'Low Risk'),
(131346, 94, 16, '48:46.1', 37.288670605917154, 96.88100536783972, 128, 74, 20, 'Female', 76.32715902626578, 1.7968007392136776, 0.073284471, 54, 23.641730514711146, 92, 'High Risk'),
(131347, 79, 14, '47:46.1', 36.826316038704405, 97.17166963662763, 111, 77, 53, 'Female', 86.81614226750791, 1.761127137509742, 0.14238716664388718, 34, 27.99104196, 88.33333333333333, 'Low Risk'),
(131348, 73, 15, '46:46.1', 36.43936753, 98.11370006, 128, 79, 50, 'Female', 62.939008596051906, 1.6205685697585452, 0.079280069, 49, 23.96542164, 95.33333333333333, 'Low Risk'),
(131349, 72, 15, '45:46.1', 36.61020205399912, 95.39234868335478, 110, 78, 36, 'Female', 88.54767286619328, 1.5836448950999733, 0.081170331, 32, 35.307058861191855, 88.66666666666667, 'High Risk'),
(131350, 75, 14, '44:46.1', 36.49606842557328, 96.54091941418827, 115, 82, 31, 'Female', 85.31470288403895, 1.5012922555799169, 0.066312885, 33, 37.85239766981651, 93, 'High Risk'),
(131351, 78, 15, '43:46.1', 37.47450525588473, 96.49120671462472, 120, 86, 35, 'Male', 53.16048115780518, 1.716202461393628, 0.10242555904208595, 34, 18.048946685939708, 97.33333333333333, 'High Risk'),
(131352, 81, 15, '42:46.1', 37.051983872790125, 97.86922534871302, 116, 85, 77, 'Male', 53.74837321186334, 1.7066720257075758, 0.11236942651235676, 31, 18.45292362220927, 95.33333333333333, 'High Risk'),
(131353, 86, 15, '41:46.1', 36.12140345100318, 95.89002735370518, 110, 86, 68, 'Male', 83.21340181782034, 1.6361447101236055, 0.052242971, 24, 31.08492697818653, 94, 'High Risk'),
(131354, 68, 12, '40:46.1', 36.62620698279056, 98.25088592416232, 127, 71, 55, 'Male', 77.53983373453494, 1.5262010579421106, 0.080628808, 56, 33.289047196542285, 89.66666666666666, 'High Risk'),
(131355, 63, 14, '39:46.1', 36.965329169787665, 99.35880527, 133, 75, 82, 'Male', 98.04767438404645, 1.9003843252609394, 0.057672573, 58, 27.14903627264943, 94.33333333333333, 'Low Risk'),
(131356, 75, 12, '38:46.1', 37.25593483911491, 99.90375831442825, 115, 74, 35, 'Male', 67.43444304389439, 1.977284413281973, 0.12096247762340849, 41, 17.248188474831025, 87.66666666666667, 'High Risk'),
(131357, 67, 18, '37:46.1', 37.10977325949372, 99.19976558006428, 134, 87, 79, 'Female', 77.93356203699203, 1.889307922562363, 0.12289556356999581, 47, 21.83328255019617, 102.66666666666667, 'Low Risk'),
(131358, 83, 19, '36:46.1', 37.25471936854567, 99.91002004055676, 130, 70, 58, 'Male', 74.49998116449936, 1.7564837517849186, 0.092840607, 60, 24.147261732930172, 90, 'Low Risk'),
(131359, 91, 15, '35:46.1', 36.498860068922504, 98.31876447744065, 126, 74, 84, 'Female', 66.78035356636528, 1.505316572165318, 0.12170848557929011, 52, 29.470874864630286, 91.33333333333333, 'High Risk'),
(131360, 73, 16, '34:46.1', 36.61908037, 99.48532496996438, 124, 85, 26, 'Female', 99.75752169050271, 1.6370661629598429, 0.055142839, 39, 37.22315555539384, 98, 'High Risk'),
(131361, 93, 15, '33:46.1', 36.34233788832795, 98.08020805170106, 115, 75, 62, 'Male', 59.124844195576436, 1.6836549623409358, 0.10915042838263671, 40, 20.857575288071402, 88.33333333333333, 'High Risk'),
(131362, 88, 15, '32:46.1', 36.93005708327975, 95.69809066419633, 132, 80, 20, 'Male', 60.78588950023363, 1.669864933737866, 0.066934918, 52, 21.79917644078559, 97.33333333333333, 'Low Risk'),
(131363, 97, 15, '31:46.1', 36.66737639157766, 98.45899849, 113, 73, 47, 'Female', 98.38708559503499, 1.874975027227371, 0.12504073186340037, 40, 27.986405388970912, 86.33333333333333, 'High Risk'),
(131364, 76, 13, '30:46.1', 37.399284134157284, 96.04657117022154, 134, 85, 77, 'Female', 93.83395441072057, 1.9198253231838498, 0.073947053, 49, 25.458721326964348, 101.33333333333333, 'Low Risk'),
(131365, 88, 17, '29:46.1', 36.105006722749216, 97.70632716028535, 114, 88, 72, 'Male', 82.97677013077255, 1.575489497199766, 0.1455709588962829, 26, 33.42916287379181, 96.66666666666667, 'High Risk'),
(131366, 64, 12, '28:46.1', 36.39231833, 98.42650869411979, 111, 74, 44, 'Female', 90.25919500203996, 1.9865160726286448, 0.076982657, 37, 22.872165739038994, 86.33333333333333, 'Low Risk'),
(131367, 79, 16, '27:46.1', 36.87697199800632, 98.07811801319251, 122, 79, 49, 'Male', 97.24508739930995, 1.75532795, 0.12981376206141765, 43, 31.56102758518849, 93.33333333333333, 'High Risk'),
(131368, 99, 19, '26:46.1', 36.75649911771163, 98.44375979681132, 113, 81, 39, 'Male', 73.95928557850885, 1.6173277733510036, 0.12095127838062217, 32, 28.274609682776653, 91.66666666666667, 'High Risk'),
(131369, 68, 19, '25:46.1', 36.28797132860185, 98.42856885421855, 136, 71, 56, 'Female', 50.66389715354787, 1.8697649248071397, 0.10613283671516831, 65, 14.49187489976697, 92.66666666666666, 'High Risk'),
(131370, 60, 16, '24:46.1', 37.10394354497431, 96.43775656391797, 118, 78, 64, 'Male', 73.57994263230091, 1.5350902611007116, 0.091079741, 40, 31.22422098779641, 91.33333333333333, 'High Risk'),
(131371, 67, 19, '23:46.1', 36.166258160654614, 96.64262264522075, 138, 79, 47, 'Male', 61.93020232852195, 1.7572719274776445, 0.14099417997626296, 59, 20.05508728355169, 98.66666666666666, 'Low Risk'),
(131372, 81, 15, '22:46.1', 37.03742428379455, 97.01590265298657, 125, 77, 88, 'Male', 84.94532156423563, 1.8235293059860445, 0.13036286815864262, 48, 25.545474276948028, 93, 'Low Risk'),
(131373, 64, 18, '21:46.1', 36.74659590585729, 96.72455277163841, 132, 75, 40, 'Male', 58.72002679921033, 1.6761900765178552, 0.11480961292711866, 57, 20.89968376127638, 94, 'Low Risk'),
(131374, 79, 15, '20:46.1', 37.302385716638966, 95.02293809974736, 123, 70, 64, 'Female', 89.92784095488871, 1.8388579331712633, 0.10762812461091803, 53, 26.594866295051926, 87.66666666666666, 'Low Risk'),
(131375, 68, 18, '19:46.1', 36.02620846463642, 99.4949411, 121, 87, 33, 'Male', 63.951454802504166, 1.7891948919985035, 0.14400402149880492, 34, 19.97722353793723, 98.33333333333333, 'Low Risk'),
(131376, 71, 15, '18:46.1', 36.11227811183921, 99.97677292223244, 125, 70, 63, 'Female', 91.61053688211678, 1.5695022735766906, 0.087767823, 55, 37.18960194994718, 88.33333333333333, 'High Risk'),
(131377, 60, 13, '17:46.1', 36.79625139391548, 98.86653216770642, 130, 73, 82, 'Female', 76.50192066753607, 1.768030560834893, 0.14328060337972592, 57, 24.473315190514235, 92, 'Low Risk'),
(131378, 61, 15, '16:46.1', 37.095187001304375, 99.69921213333487, 119, 74, 26, 'Female', 80.54342508836164, 1.6872060440877146, 0.14760860092088196, 45, 28.293967406566946, 89, 'Low Risk'),
(131379, 67, 13, '15:46.1', 36.72591453, 98.89477995956143, 127, 89, 72, 'Male', 56.45675906150051, 1.6410644611901886, 0.12284650035119381, 38, 20.963541981008248, 101.66666666666667, 'Low Risk'),
(131380, 77, 18, '14:46.1', 36.76487502538952, 99.75729226917692, 128, 89, 26, 'Female', 70.89833959768447, 1.9507944391924967, 0.094951023, 39, 18.630008217170584, 102, 'Low Risk'),
(131381, 85, 18, '13:46.1', 37.27752858037757, 99.55937289129415, 127, 77, 51, 'Male', 74.34323383501942, 1.8481116278981382, 0.1457312340907736, 50, 21.766321987923725, 93.66666666666666, 'Low Risk'),
(131382, 78, 15, '12:46.1', 36.236650455302886, 99.05042031116666, 130, 77, 40, 'Female', 94.68421948691184, 1.5230271074671684, 0.07628927, 53, 40.81899776161838, 94.66666666666666, 'High Risk'),
(131383, 64, 19, '11:46.1', 37.43615565779841, 96.91956595001761, 139, 70, 42, 'Female', 57.316230323148524, 1.8042921426494316, 0.058839430337232636, 69, 17.606129968406616, 93, 'High Risk'),
(131384, 94, 16, '10:46.1', 37.16060559269813, 95.49905356198774, 135, 75, 18, 'Male', 95.89778285, 1.8894966998988774, 0.098867042, 60, 26.860635962328594, 95, 'High Risk'),
(131385, 78, 12, '09:46.1', 37.28579254690312, 99.19275472874016, 111, 81, 46, 'Male', 74.25551446730591, 1.7896847604965818, 0.10405889761874146, 30, 23.18332008095598, 91, 'Low Risk'),
(131386, 99, 14, '08:46.1', 36.12558177440807, 99.53924883493947, 112, 88, 64, 'Male', 59.481248602743705, 1.9485760580769398, 0.14465074590300447, 24, 15.665539363653998, 96, 'High Risk'),
(131387, 65, 16, '07:46.1', 36.46434303992042, 95.58189175372505, 117, 76, 45, 'Female', 97.64972064147759, 1.6908601170700517, 0.060163411, 41, 34.15510654204017, 89.66666666666667, 'High Risk'),
(131388, 84, 17, '06:46.1', 37.088115104763006, 99.90744482169107, 111, 80, 41, 'Female', 73.30311125089277, 1.7513352118664538, 0.066070765, 31, 23.89922670522038, 90.33333333333333, 'Low Risk'),
(131389, 72, 18, '05:46.1', 37.439433415083826, 95.66449224316374, 115, 76, 63, 'Male', 56.16762598973544, 1.5316850251022733, 0.10931368744578639, 39, 23.94126729282645, 89, 'Low Risk'),
(131390, 83, 14, '04:46.1', 36.456063330665586, 98.25031452417291, 130, 88, 69, 'Male', 66.63619897, 1.7784954845426557, 0.11362897013807924, 42, 21.067096398536602, 102, 'Low Risk'),
(131391, 62, 12, '03:46.1', 36.62712811, 98.82936666189441, 124, 74, 53, 'Male', 85.97347201683473, 1.8052912568906978, 0.1350416881837282, 50, 26.37970340096256, 90.66666666666666, 'Low Risk'),
(131392, 74, 12, '02:46.1', 37.168537603970535, 98.34673108, 118, 72, 80, 'Male', 50.787519698234654, 1.690290322357602, 0.051706644, 46, 17.77601441911138, 87.33333333333333, 'High Risk'),
(131393, 90, 15, '01:46.1', 37.482969689615075, 95.47045029310766, 123, 85, 40, 'Male', 76.81133839523623, 1.769987988377901, 0.145597372, 38, 24.51798044, 97.66666666666667, 'Low Risk'),
(131394, 81, 18, '00:46.1', 37.01738183724769, 98.18004424312038, 136, 72, 77, 'Female', 74.99175152970146, 1.619884484, 0.1107406042358725, 64, 28.578893233258214, 93.33333333333333, 'Low Risk'),
(131395, 67, 15, '59:46.1', 36.06021652195443, 97.41528377545148, 110, 82, 87, 'Male', 80.77116368819695, 1.5603055661410596, 0.084525773, 28, 33.17699324504836, 91.33333333333333, 'High Risk'),
(131396, 63, 14, '58:46.1', 37.03174933066744, 96.19670176377593, 137, 74, 26, 'Male', 54.41668840231551, 1.8755187545618401, 0.069195272, 63, 15.46996339525419, 95, 'High Risk'),
(131397, 98, 16, '57:46.1', 36.06316798261473, 99.31806599805005, 132, 83, 81, 'Male', 86.17643213165468, 1.7823068604289722, 0.075426488, 49, 27.128360746130696, 99.33333333333333, 'High Risk'),
(131398, 79, 15, '56:46.1', 36.587802425208814, 98.93082586016675, 126, 78, 30, 'Male', 96.65880008850235, 1.8859643899971819, 0.11251156830720295, 48, 27.175304742053463, 94, 'Low Risk'),
(131399, 60, 18, '55:46.1', 36.41214243994221, 96.28542376306305, 125, 77, 77, 'Male', 62.41650483032964, 1.867347966164823, 0.059474549, 48, 17.89983137072952, 93, 'High Risk'),
(131400, 86, 13, '54:46.1', 36.584439559927816, 98.69337932825478, 127, 87, 76, 'Male', 79.72784154141058, 1.852111438440062, 0.085502039, 40, 23.242122126138373, 100.33333333333333, 'Low Risk'),
(131401, 98, 17, '53:46.1', 36.92079712198767, 95.16295340868021, 124, 74, 32, 'Female', 77.46145094, 1.829953111236375, 0.059811705, 50, 23.131601590868787, 90.66666666666666, 'High Risk'),
(131402, 88, 14, '52:46.1', 36.69169075069883, 95.71815602980536, 135, 87, 44, 'Female', 72.82625347560644, 1.593190084516278, 0.058462989, 48, 28.69146860720177, 103, 'Low Risk'),
(131403, 61, 12, '51:46.1', 36.10688505595384, 96.96664124192023, 125, 87, 30, 'Female', 73.81750713106182, 1.9427685786902957, 0.095349703, 38, 19.55767536495227, 99.66666666666667, 'Low Risk'),
(131404, 71, 17, '50:46.1', 37.116953436475775, 95.36989827, 125, 72, 38, 'Male', 93.12741906984326, 1.760582991432688, 0.10512854306937455, 53, 30.044471107495944, 89.66666666666666, 'High Risk'),
(131405, 84, 14, '49:46.1', 36.01580998943874, 98.68926285181807, 115, 84, 72, 'Female', 58.85487951765279, 1.5634262880041352, 0.13061178175174054, 31, 24.07840166398706, 94.33333333333333, 'Low Risk'),
(131406, 79, 17, '48:46.1', 37.04839478850683, 99.91488070639375, 115, 87, 18, 'Male', 81.42224071494107, 1.8773985569769283, 0.068556617, 28, 23.100963313952477, 96.33333333333333, 'Low Risk'),
(131407, 88, 18, '47:46.1', 36.34348608175538, 98.6447997, 115, 89, 36, 'Female', 66.08061470856228, 1.589018798689394, 0.13182604331689782, 26, 26.17074007, 97.66666666666667, 'Low Risk'),
(131408, 76, 19, '46:46.1', 36.69800891126387, 98.93932266106884, 118, 80, 34, 'Female', 84.23910716594416, 1.9558548241768998, 0.11078470173505325, 38, 22.021176815494915, 92.66666666666667, 'Low Risk'),
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(131583, 66, 13, '51:46.1', 36.32234551892514, 97.79091732300674, 136, 75, 20, 'Male', 51.31005801222313, 1.8193783946753461, 0.11819640220895122, 61, 15.500883043478172, 95.33333333333333, 'High Risk'),
(131584, 82, 16, '50:46.1', 36.58976037585356, 98.78641311258242, 134, 81, 32, 'Female', 65.84632483197225, 1.8438477858900568, 0.09496462, 53, 19.367849773837246, 98.66666666666666, 'Low Risk'),
(131585, 91, 12, '49:46.1', 36.42221001850559, 96.49343389692149, 123, 75, 60, 'Female', 74.70908473396193, 1.8540379135370872, 0.10467849718533315, 48, 21.73382641793931, 91, 'High Risk'),
(131586, 97, 18, '48:46.1', 36.870595440066474, 95.41743233055163, 123, 70, 45, 'Female', 95.23819532120137, 1.9073973416554777, 0.084837847, 53, 26.17753875814807, 87.66666666666666, 'High Risk'),
(131587, 61, 15, '47:46.1', 37.143206742483954, 97.40075974062884, 135, 72, 25, 'Male', 86.80727939753635, 1.7331362676919622, 0.14266724958815377, 63, 28.899526320716085, 93, 'Low Risk'),
(131588, 95, 15, '46:46.1', 36.24265188, 95.76474384, 123, 87, 71, 'Male', 64.12755725, 1.555865041900206, 0.084535983, 36, 26.491152407435724, 99, 'High Risk'),
(131589, 67, 19, '45:46.1', 36.05888240212188, 98.5720564, 131, 74, 47, 'Female', 63.09981356235672, 1.6508575854714351, 0.073190731, 57, 23.153084504322702, 93, 'Low Risk'),
(131590, 91, 17, '44:46.1', 36.71667104977345, 99.36000974, 119, 81, 35, 'Male', 65.50810945985596, 1.8052686323216098, 0.076301062, 38, 20.100709813792914, 93.66666666666667, 'High Risk'),
(131591, 67, 15, '43:46.1', 37.01385459155961, 98.09935324274552, 131, 80, 72, 'Female', 57.91220237937765, 1.508367504562821, 0.14324704943731925, 51, 25.453982784059924, 97, 'Low Risk'),
(131592, 72, 14, '42:46.1', 36.24554571180965, 98.86797161956308, 130, 78, 21, 'Male', 55.544472042331336, 1.905174342880976, 0.079428831, 52, 15.30281735072636, 95.33333333333333, 'High Risk'),
(131593, 77, 12, '41:46.1', 36.73756043938705, 99.70798534889877, 116, 83, 73, 'Female', 89.57395247699662, 1.7893708444688834, 0.13306726741285752, 33, 27.975704013579385, 94, 'Low Risk'),
(131594, 73, 15, '40:46.1', 36.04903894102849, 96.04403937, 115, 80, 38, 'Female', 91.97629128713962, 1.8365949832654054, 0.11384754015840491, 35, 27.267737618114364, 91.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(131596, 78, 14, '38:46.1', 36.49101356104744, 96.90150140476722, 123, 76, 39, 'Male', 86.18975616905801, 1.8076376779127952, 0.098623336, 47, 26.377454462506996, 91.66666666666667, 'Low Risk'),
(131597, 61, 12, '37:46.1', 36.179304790401666, 99.08534934851895, 117, 74, 30, 'Female', 72.56730978240958, 1.946976019786769, 0.080408469, 43, 19.143432804201414, 88.33333333333333, 'Low Risk'),
(131598, 73, 14, '36:46.1', 36.38198345175711, 96.01843510972688, 110, 70, 46, 'Female', 60.31851840366792, 1.8392020361578778, 0.14850036950103018, 40, 17.831660516382506, 83.33333333333333, 'High Risk'),
(131599, 99, 16, '35:46.1', 36.86883740213126, 99.90893958170477, 113, 77, 36, 'Male', 70.10077238232806, 1.9062974178653445, 0.11372971638994545, 36, 19.290411138615813, 89, 'High Risk'),
(131600, 72, 16, '34:46.1', 37.186887696030894, 95.07205820816988, 130, 86, 84, 'Male', 73.99744167, 1.7947834460850531, 0.070791641, 44, 22.971671363810866, 100.66666666666667, 'Low Risk'),
(131601, 61, 16, '33:46.1', 37.19674998364183, 98.75651309115267, 128, 85, 52, 'Female', 56.13884731986619, 1.7590987072466882, 0.056804428, 43, 18.14191267970777, 99.33333333333333, 'High Risk'),
(131602, 80, 15, '32:46.1', 37.15170957525206, 96.67741874040217, 116, 81, 49, 'Male', 73.94696522009217, 1.6680858694444187, 0.10872562131486474, 35, 26.575628762141456, 92.66666666666667, 'Low Risk'),
(131603, 81, 13, '31:46.1', 37.456398694457235, 98.36337019949785, 125, 86, 51, 'Male', 98.63632027592851, 1.9734324583531815, 0.10344024731830889, 39, 25.327500231796268, 99, 'Low Risk'),
(131604, 72, 19, '30:46.1', 36.51727666394019, 99.56863667, 137, 70, 72, 'Male', 69.17772282840136, 1.7643455144185787, 0.074708654, 67, 22.222810688349853, 92.33333333333333, 'Low Risk'),
(131605, 71, 13, '29:46.1', 36.50457204651734, 98.33700560783164, 139, 70, 66, 'Male', 56.35396183978687, 1.590656964386846, 0.064356126, 69, 22.272624281570153, 93, 'Low Risk'),
(131606, 75, 15, '28:46.1', 36.02864454, 95.53015813951522, 129, 89, 78, 'Female', 94.74662244554139, 1.8655126040026466, 0.062131859432010966, 40, 27.224966988315625, 102.33333333333333, 'Low Risk'),
(131607, 95, 14, '27:46.1', 36.102599110065604, 96.19985079765566, 122, 73, 59, 'Female', 58.90838566, 1.586873185343289, 0.10037010346732025, 49, 23.393363986444108, 89.33333333333333, 'High Risk'),
(131608, 67, 14, '26:46.1', 36.91880674061552, 95.6965242, 135, 76, 29, 'Female', 77.36355481975171, 1.5087510102230013, 0.1393745868896706, 59, 33.98609518192754, 95.66666666666666, 'High Risk'),
(131609, 86, 18, '25:46.1', 37.21256675444652, 96.49196143765163, 135, 83, 23, 'Female', 79.77011250405513, 1.6969592215673597, 0.12802129957554353, 52, 27.70112404988414, 100.33333333333333, 'Low Risk'),
(131610, 87, 15, '24:46.1', 37.18880797880838, 98.46560691905727, 130, 76, 86, 'Female', 81.88857569841316, 1.8445052281132313, 0.094525754, 54, 24.069304230687223, 94, 'Low Risk'),
(131611, 70, 19, '23:46.1', 37.28415278231449, 98.82863924212675, 123, 81, 47, 'Female', 52.201955835058854, 1.7042634641287773, 0.1287859928507251, 42, 17.972699267718745, 95, 'High Risk'),
(131612, 69, 12, '22:46.1', 37.24071421526221, 96.86156514707143, 136, 72, 66, 'Male', 71.06516571258611, 1.9856092350915122, 0.076061343, 64, 18.02474814, 93.33333333333333, 'High Risk'),
(131613, 72, 15, '21:46.1', 37.11628731801588, 96.55457001241834, 111, 73, 71, 'Male', 61.64520030553789, 1.944736450240212, 0.05455892, 38, 16.299630505799104, 85.66666666666667, 'High Risk'),
(131614, 83, 17, '20:46.1', 37.322020845238654, 97.38987040066772, 136, 78, 63, 'Female', 77.84415385991971, 1.7466986817120618, 0.088817437, 58, 25.514673628865353, 97.33333333333333, 'Low Risk'),
(131615, 69, 12, '19:46.1', 37.43760534964373, 96.58243356652683, 121, 76, 81, 'Male', 73.18039984, 1.9658529491686716, 0.1047600879769762, 45, 18.936195178310854, 91, 'Low Risk'),
(131616, 83, 17, '18:46.1', 37.09228575613045, 98.31998562050416, 137, 89, 62, 'Female', 66.79178897, 1.7326650621161823, 0.054933243626634744, 48, 22.248146690279064, 105, 'Low Risk'),
(131617, 81, 12, '17:46.1', 36.163747215261246, 97.57412293, 129, 70, 37, 'Male', 61.90527763712994, 1.5862070382033366, 0.14656504163127054, 59, 24.604125328107205, 89.66666666666666, 'Low Risk'),
(131618, 89, 14, '16:46.1', 37.46936756937362, 99.28069524701506, 129, 74, 80, 'Female', 55.425921483885396, 1.9673723429078878, 0.10942434240855478, 55, 14.31989384608248, 92.33333333333333, 'High Risk'),
(131619, 64, 18, '15:46.1', 36.064683884593634, 96.22726992292763, 124, 85, 36, 'Male', 74.49636990273575, 1.9361591221847494, 0.099778725, 39, 19.872523414179692, 98, 'Low Risk'),
(131620, 89, 17, '14:46.1', 36.61697232515919, 99.87346309199556, 117, 70, 31, 'Female', 77.88549549604728, 1.5836287011045131, 0.07000397, 47, 31.056310410363714, 85.66666666666667, 'High Risk'),
(131621, 60, 17, '13:46.1', 36.85504832854238, 99.29103261776038, 128, 83, 19, 'Male', 59.85718395902442, 1.8291148477082837, 0.11491835362428399, 45, 17.890988268939196, 98, 'High Risk'),
(131622, 68, 16, '12:46.1', 36.31411993382535, 98.44387944947798, 134, 87, 37, 'Male', 95.60473912371597, 1.506140805186289, 0.058940035, 47, 42.14521475078897, 102.66666666666667, 'High Risk'),
(131623, 92, 12, '11:46.1', 36.93318143143023, 99.72116232690283, 137, 73, 89, 'Male', 77.54958276539779, 1.6280904082764538, 0.10438671114876744, 64, 29.256504079495887, 94.33333333333333, 'High Risk'),
(131624, 74, 15, '10:46.1', 36.81116155053695, 96.23892131205008, 113, 86, 48, 'Female', 63.74776707935208, 1.8851341579443384, 0.11047197033681647, 27, 17.93826567, 95, 'High Risk'),
(131625, 74, 14, '09:46.1', 36.03363399416637, 99.85941493358952, 134, 74, 88, 'Female', 99.90362978559091, 1.5878758598936704, 0.1476355351157585, 60, 39.62307487365603, 94, 'High Risk'),
(131626, 71, 14, '08:46.1', 36.997181999658004, 95.14315122883227, 111, 75, 56, 'Female', 73.88522870107138, 1.600441357406496, 0.11329331644576922, 36, 28.845501296882823, 87, 'Low Risk'),
(131627, 81, 13, '07:46.1', 36.55265405535483, 99.15974791337227, 121, 82, 40, 'Female', 67.23140151947771, 1.6334526146135253, 0.056807266691121065, 39, 25.19759457598215, 95, 'Low Risk'),
(131628, 94, 15, '06:46.1', 36.78664301363335, 97.98327883337954, 111, 70, 66, 'Female', 56.00815706133656, 1.8711308375251712, 0.1384062956582111, 41, 15.997162997337428, 83.66666666666667, 'High Risk'),
(131629, 85, 19, '05:46.1', 36.32490023740439, 95.47936940259453, 139, 80, 75, 'Female', 53.60347904673216, 1.565653043214383, 0.086135163, 59, 21.86764046236475, 99.66666666666666, 'Low Risk'),
(131630, 76, 12, '04:46.1', 36.927232676954574, 99.21622092613983, 110, 77, 79, 'Female', 51.465380441069954, 1.985034343653025, 0.12107390165472547, 33, 13.061081441193199, 88, 'High Risk'),
(131631, 64, 13, '03:46.1', 36.37371181658456, 97.51093971903744, 134, 74, 62, 'Female', 57.25933857948813, 1.750024880292631, 0.07252571, 60, 18.696395254421798, 94, 'Low Risk'),
(131632, 66, 15, '02:46.1', 37.412896830942316, 96.37967918, 120, 86, 44, 'Male', 52.038589390010685, 1.8050687048199174, 0.072295342, 34, 15.971218165244212, 97.33333333333333, 'High Risk'),
(131633, 86, 14, '01:46.1', 36.14421847, 98.99865878, 134, 89, 64, 'Female', 69.00419585123183, 1.7148926035241854, 0.1415065944192554, 45, 23.463978105772004, 104, 'Low Risk'),
(131634, 72, 16, '00:46.1', 37.19452637178689, 97.54141671012697, 136, 72, 79, 'Male', 58.94954318566848, 1.9416980117219735, 0.14824606235056775, 64, 15.635690750822848, 93.33333333333333, 'High Risk'),
(131635, 66, 15, '59:46.1', 36.58774498824131, 95.07657105322298, 122, 78, 29, 'Male', 90.42938418048803, 1.619543975131749, 0.096796332, 44, 34.476572495022864, 92.66666666666667, 'High Risk'),
(131636, 93, 12, '58:46.1', 36.053723646987045, 95.41078857220185, 128, 70, 68, 'Male', 78.17318216, 1.7354073496117226, 0.086828109, 58, 25.95702564419445, 89.33333333333333, 'High Risk'),
(131637, 75, 13, '57:46.1', 36.12090114713701, 98.85131775386031, 124, 79, 49, 'Male', 89.33598356875024, 1.8066056095809466, 0.054666474, 45, 27.37157036074142, 94, 'Low Risk'),
(131638, 89, 16, '56:46.1', 36.52552283, 96.54168370853813, 135, 89, 47, 'Female', 56.62139962802969, 1.891336086262081, 0.074326377, 46, 15.828624727616134, 104.33333333333333, 'High Risk'),
(131639, 85, 17, '55:46.1', 36.82529532729254, 96.14063011480467, 120, 82, 76, 'Male', 85.81744161747243, 1.9438003551083396, 0.058133903, 38, 22.71288222773803, 94.66666666666667, 'Low Risk'),
(131640, 78, 12, '54:46.1', 36.14442436983599, 95.40607887007094, 113, 73, 74, 'Female', 86.09430099879046, 1.7462547330206781, 0.089276329, 40, 28.23314196307537, 86.33333333333333, 'Low Risk'),
(131641, 81, 17, '53:46.1', 37.49050415, 95.26665291115692, 133, 74, 80, 'Male', 90.79044197154947, 1.8605778752441502, 0.062168908198905096, 59, 26.226746931099175, 93.66666666666666, 'Low Risk'),
(131642, 72, 13, '52:46.1', 36.97677858317045, 96.23471948011203, 139, 86, 60, 'Male', 67.76716683116345, 1.5426257918813475, 0.051113229, 53, 28.47725687676411, 103.66666666666666, 'Low Risk'),
(131643, 76, 17, '51:46.1', 36.90541560967279, 98.78452591090884, 110, 83, 49, 'Female', 64.69457504963995, 1.5268773760570304, 0.13860315283622557, 27, 27.74977998953352, 92, 'Low Risk'),
(131644, 66, 16, '50:46.1', 37.02495911855812, 95.47275550996834, 127, 86, 72, 'Female', 89.37482511536996, 1.7886564839694907, 0.09957887, 41, 27.93581349323906, 99.66666666666667, 'Low Risk'),
(131645, 60, 16, '49:46.1', 36.554779465431054, 99.88342243522385, 132, 83, 61, 'Male', 54.29295878699396, 1.7324182189391641, 0.11295224841388596, 49, 18.08997744013658, 99.33333333333333, 'High Risk'),
(131646, 64, 14, '48:46.1', 37.22875605083867, 96.27553971495111, 119, 81, 46, 'Male', 71.55995647468386, 1.8414221568603293, 0.098431379, 38, 21.103930052983173, 93.66666666666667, 'Low Risk'),
(131647, 98, 18, '47:46.1', 37.32844697307984, 96.16666490410086, 125, 78, 76, 'Male', 63.41262749957137, 1.5715216169482165, 0.12646619706458706, 47, 25.676453044905294, 93.66666666666667, 'High Risk'),
(131648, 73, 15, '46:46.1', 36.57561950183894, 98.97480890535681, 135, 72, 71, 'Female', 55.364191841636945, 1.7628726635754588, 0.1198840535205611, 63, 17.815051337682522, 93, 'High Risk'),
(131649, 69, 17, '45:46.1', 36.279797204659765, 96.28646175, 138, 71, 80, 'Male', 60.48381457909771, 1.9396932804801117, 0.13516032574331777, 67, 16.075816888634897, 93.33333333333333, 'High Risk'),
(131650, 63, 14, '44:46.1', 36.14270327621121, 95.98576802234948, 130, 80, 85, 'Female', 86.24520850869885, 1.8668324402575742, 0.14426966763344193, 50, 24.74709914850648, 96.66666666666666, 'Low Risk'),
(131651, 60, 15, '43:46.1', 36.43252424969931, 95.05868371673863, 124, 85, 80, 'Male', 83.45991856645851, 1.6180557979137344, 0.13611998291864802, 39, 31.87799283382948, 98, 'High Risk'),
(131652, 60, 14, '42:46.1', 37.399785194998586, 98.75277507761011, 125, 88, 69, 'Male', 60.417649056881835, 1.9755590358638804, 0.14941127268926502, 37, 15.480457721837354, 100.33333333333333, 'High Risk'),
(131653, 86, 19, '41:46.1', 37.289238018050675, 95.42647529718789, 111, 74, 88, 'Male', 86.57625412958319, 1.534358785769553, 0.12361499230144458, 37, 36.77434469344814, 86.33333333333333, 'High Risk'),
(131654, 67, 16, '40:46.1', 36.31097360129325, 95.60726203, 136, 82, 82, 'Female', 69.89938076, 1.6186325385289644, 0.086996288, 54, 26.679445267415982, 100, 'Low Risk'),
(131655, 71, 19, '39:46.1', 36.79617476199536, 98.87821538213238, 138, 73, 58, 'Male', 81.66662370835937, 1.7214817157349516, 0.073858277, 65, 27.55749723788651, 94.66666666666666, 'Low Risk'),
(131656, 68, 16, '38:46.1', 36.801482731478366, 97.57981180339884, 133, 87, 26, 'Female', 96.67427706247143, 1.9999793443049003, 0.12973167428503823, 46, 24.169068491949492, 102.33333333333333, 'Low Risk'),
(131657, 98, 17, '37:46.1', 36.31668405587079, 99.26116811280451, 114, 78, 89, 'Female', 74.84084778519531, 1.598705070345042, 0.077368389, 36, 29.28208479, 90, 'High Risk'),
(131658, 82, 14, '36:46.1', 36.87595941403182, 95.28199950724898, 127, 80, 82, 'Male', 95.07590122, 1.7421182224003704, 0.11033090000105461, 47, 31.32674009012804, 95.66666666666667, 'High Risk'),
(131659, 85, 14, '35:46.1', 36.18550276204118, 99.86547644550204, 128, 87, 78, 'Male', 87.28736046544184, 1.7616342801205824, 0.12427720969736362, 41, 28.126769573460567, 100.66666666666667, 'Low Risk'),
(131660, 70, 19, '34:46.1', 37.32944579128416, 95.79789446592874, 134, 71, 55, 'Female', 54.11383425806169, 1.639336613626396, 0.058456411, 63, 20.135945623062053, 92, 'Low Risk'),
(131661, 90, 15, '33:46.1', 37.33813684887887, 98.27779878715847, 113, 70, 66, 'Male', 58.16008413, 1.6018867844532398, 0.086341395, 43, 22.665295685078167, 84.33333333333333, 'Low Risk'),
(131662, 62, 14, '32:46.1', 36.2742952, 96.10823458057308, 128, 83, 49, 'Female', 55.083997783374535, 1.8300783546673687, 0.051976974, 45, 16.44697693269141, 98, 'High Risk'),
(131663, 83, 15, '31:46.1', 37.35062316592963, 99.21747892, 128, 73, 58, 'Male', 87.14384007060505, 1.5495825214717556, 0.14558040679844655, 55, 36.291696923398646, 91.33333333333333, 'High Risk'),
(131664, 63, 16, '30:46.1', 36.388545664652206, 98.48902806134585, 123, 82, 47, 'Female', 80.93999379447591, 1.713755620640067, 0.062781781, 41, 27.55912232148112, 95.66666666666667, 'Low Risk'),
(131665, 76, 13, '29:46.1', 36.11480556995392, 97.08866228630227, 110, 81, 60, 'Female', 84.53857511297976, 1.6308363959520276, 0.13087372816228438, 29, 31.785872220587475, 90.66666666666667, 'High Risk'),
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(131840, 63, 15, '34:46.1', 36.111167300516435, 97.74028278111838, 119, 79, 44, 'Male', 85.77265936553209, 1.531388749861983, 0.092170513, 40, 36.57446405844275, 92.33333333333333, 'High Risk'),
(131841, 66, 14, '33:46.1', 36.53090485694437, 96.10247882780814, 128, 71, 47, 'Female', 83.16276513071755, 1.9438914254670605, 0.092162539, 57, 22.00821970216779, 90, 'Low Risk'),
(131842, 99, 17, '32:46.1', 36.03484440143678, 98.85782753438988, 121, 72, 82, 'Female', 72.20578579289455, 1.8701533117526568, 0.1035041637633915, 49, 20.645127879343818, 88.33333333333333, 'High Risk'),
(131843, 95, 19, '31:46.1', 36.843079912793776, 97.73708542148348, 120, 88, 19, 'Male', 66.25142707924596, 1.9363024550882506, 0.10015543910730051, 32, 17.670500283894054, 98.66666666666667, 'High Risk'),
(131844, 63, 12, '30:46.1', 37.02056506467119, 96.98809923574251, 117, 85, 85, 'Female', 83.8346727, 1.7790317826175204, 0.093125245, 32, 26.488432527561002, 95.66666666666667, 'Low Risk'),
(131845, 91, 18, '29:46.1', 36.32386066299689, 99.20735903, 116, 84, 22, 'Female', 93.51786952215899, 1.6244770101662092, 0.1097838009663582, 32, 35.43785814258313, 94.66666666666667, 'High Risk'),
(131846, 93, 16, '28:46.1', 36.720674324449625, 98.57555045841629, 113, 87, 52, 'Male', 92.02447358308274, 1.8052435434143639, 0.11153805795767882, 26, 28.237857419019473, 95.66666666666667, 'High Risk'),
(131847, 90, 16, '27:46.1', 36.723736074962424, 99.34793114744387, 115, 89, 28, 'Male', 74.84558507558191, 1.514471916463436, 0.0855267, 26, 32.63200349, 97.66666666666667, 'High Risk'),
(131848, 80, 15, '26:46.1', 36.870063040569526, 98.90066800963561, 116, 70, 33, 'Female', 51.50238687, 1.7574268001871776, 0.1449366695897866, 46, 16.67526970468824, 85.33333333333333, 'High Risk'),
(131849, 60, 17, '25:46.1', 36.37207115, 99.08294314307672, 120, 70, 62, 'Male', 93.20017417346111, 1.6293758104003895, 0.1489213129926731, 50, 35.105421749994875, 86.66666666666666, 'High Risk'),
(131850, 64, 16, '24:46.1', 36.09788648854305, 95.89904931275679, 126, 80, 81, 'Female', 81.91074334973975, 1.572437648516813, 0.079744832, 46, 33.12790714880857, 95.33333333333333, 'High Risk'),
(131851, 69, 19, '23:46.1', 36.31128278422338, 96.72982620530551, 122, 80, 65, 'Male', 67.53234131340727, 1.8402800729463387, 0.12378545437346677, 42, 19.940863460108645, 94, 'Low Risk'),
(131852, 62, 17, '22:46.1', 37.063885237938365, 96.91136902705817, 115, 76, 34, 'Male', 69.43166016292255, 1.817390364178817, 0.078000703, 39, 21.021374412051195, 89, 'Low Risk'),
(131853, 68, 13, '21:46.1', 37.40022035571165, 95.65186213, 134, 88, 55, 'Female', 77.41440117927375, 1.5887643480023108, 0.1391584167068025, 46, 30.66922399585404, 103.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(131855, 69, 12, '19:46.1', 36.85083392434521, 99.69118639795353, 116, 83, 52, 'Female', 56.51009318317504, 1.7118111612206997, 0.070738353, 33, 19.28476344638025, 94, 'Low Risk'),
(131856, 89, 15, '18:46.1', 36.842595466492874, 97.74631984552687, 117, 86, 39, 'Female', 72.47993181353402, 1.7299383200494476, 0.14209318626875853, 31, 24.21901846563373, 96.33333333333333, 'Low Risk'),
(131857, 95, 16, '17:46.1', 36.37966586956099, 97.99864822275387, 116, 77, 61, 'Male', 86.31070403701261, 1.9887995543967543, 0.13833707552324237, 39, 21.821401051122162, 90, 'High Risk'),
(131858, 72, 19, '16:46.1', 36.535351248723494, 97.58137362195113, 137, 82, 62, 'Female', 88.56442082431114, 1.848592690254568, 0.12023763574407582, 55, 25.916528284158222, 100.33333333333333, 'Low Risk'),
(131859, 98, 19, '15:46.1', 36.76422940452333, 99.80928218597448, 116, 83, 71, 'Male', 54.19803477723239, 1.6770693475293725, 0.11813593039528326, 33, 19.269990334138438, 94, 'High Risk'),
(131860, 70, 13, '14:46.1', 36.75944729004159, 95.08879658856685, 110, 88, 42, 'Male', 94.26532443058284, 1.826051417120807, 0.11817994183083477, 22, 28.27001002482079, 95.33333333333333, 'Low Risk'),
(131861, 89, 15, '13:46.1', 37.00589146395956, 99.06309764326784, 134, 86, 84, 'Female', 94.09595068938044, 1.9946704244644695, 0.12491722254296568, 48, 23.64986346619322, 102, 'Low Risk'),
(131862, 89, 13, '12:46.1', 36.34203728489683, 97.60200093309389, 138, 85, 79, 'Female', 57.49371564020243, 1.8909311685475294, 0.085877205, 53, 16.079366554317478, 102.66666666666666, 'High Risk'),
(131863, 74, 13, '11:46.1', 36.08046406858796, 98.78813359706679, 129, 85, 48, 'Male', 96.41456017174991, 1.8901198749123882, 0.076760357, 44, 26.987579009173487, 99.66666666666667, 'Low Risk'),
(131864, 77, 12, '10:46.1', 36.32731445075418, 99.04893675525246, 116, 85, 78, 'Male', 84.56557166733793, 1.9143545953130179, 0.10923258472762726, 31, 23.075377725780843, 95.33333333333333, 'Low Risk'),
(131865, 79, 14, '09:46.1', 36.84638796056136, 95.86490625035495, 113, 74, 47, 'Female', 54.637067209031635, 1.999338944633652, 0.11146465394476084, 39, 13.668300812616913, 87, 'High Risk'),
(131866, 73, 19, '08:46.1', 36.011760629144426, 95.25992148244232, 125, 79, 67, 'Female', 98.14696071276273, 1.666593554857519, 0.12890829766210307, 46, 35.33600596378564, 94.33333333333333, 'High Risk'),
(131867, 64, 18, '07:46.1', 36.90977319, 95.43473404873413, 136, 77, 34, 'Female', 53.84319813440209, 1.9837877651402884, 0.1087525864272221, 59, 13.681711642529216, 96.66666666666666, 'High Risk'),
(131868, 66, 12, '06:46.1', 36.456918384856266, 97.38210269840054, 135, 75, 35, 'Male', 81.82034617120365, 1.526206734599252, 0.093213789, 60, 35.12647593720044, 95, 'High Risk'),
(131869, 78, 12, '05:46.1', 37.13192390590685, 98.47609371060605, 130, 81, 77, 'Male', 85.71251539988916, 1.6131850351481494, 0.069975573, 49, 32.93638050740651, 97.33333333333333, 'High Risk'),
(131870, 80, 13, '04:46.1', 36.111776638042336, 98.67413793694627, 115, 75, 71, 'Female', 64.23532542111717, 1.9318798378344586, 0.069987703, 40, 17.211301350885496, 88.33333333333333, 'High Risk'),
(131871, 73, 14, '03:46.1', 36.36234892482254, 95.71560550936371, 110, 88, 37, 'Female', 55.63870608327764, 1.6735883686970012, 0.080672951, 22, 19.86459540129245, 95.33333333333333, 'Low Risk'),
(131872, 60, 14, '02:46.1', 36.027656752309845, 98.35052240210685, 119, 81, 43, 'Male', 72.9853966, 1.5578966829914656, 0.13897687644912604, 38, 30.07174756326368, 93.66666666666667, 'High Risk'),
(131873, 90, 12, '01:46.1', 36.02346737004808, 95.10683515, 133, 78, 55, 'Female', 85.98282875, 1.793885435032864, 0.097967615, 55, 26.719130515391797, 96.33333333333333, 'Low Risk'),
(131874, 63, 16, '00:46.1', 36.98777169187755, 98.50563396, 111, 78, 65, 'Female', 96.15509817516795, 1.711403466464707, 0.085922431, 33, 32.82974436135902, 89, 'High Risk'),
(131875, 81, 15, '59:46.1', 37.197344901486744, 99.48460981463164, 118, 89, 50, 'Male', 82.44486426219895, 1.964958826410569, 0.10597330459043264, 29, 21.352891733718174, 98.66666666666667, 'Low Risk'),
(131876, 77, 19, '58:46.1', 37.01900476436545, 95.08298634337999, 118, 87, 64, 'Female', 94.46104166491979, 1.7186174107952485, 0.051578105, 31, 31.98116765218566, 97.33333333333333, 'High Risk'),
(131877, 72, 13, '57:46.1', 37.32442207229408, 97.87044036766868, 126, 78, 86, 'Female', 63.718041904120675, 1.7160638978767038, 0.11982654670254207, 48, 21.636923597271768, 94, 'Low Risk'),
(131878, 93, 16, '56:46.1', 37.09064062268223, 96.98562401, 115, 85, 65, 'Female', 83.72241622988943, 1.5964894471998015, 0.12109783272978421, 30, 32.84805424346554, 95, 'High Risk'),
(131879, 95, 19, '55:46.1', 36.206844730571824, 98.40907649, 138, 84, 36, 'Female', 93.48426725619802, 1.6274944798490756, 0.076928715, 54, 35.29388610933491, 102, 'High Risk'),
(131880, 75, 18, '54:46.1', 37.39278288, 96.87944326349057, 122, 76, 58, 'Female', 88.20803140428235, 1.6465393095064662, 0.066481524, 46, 32.53598227, 91.33333333333333, 'High Risk'),
(131881, 66, 18, '53:46.1', 37.08145144945561, 98.69150961, 115, 80, 58, 'Male', 94.56491343597781, 1.9705631613636028, 0.089302921, 35, 24.35282287892978, 91.66666666666667, 'Low Risk'),
(131882, 81, 15, '52:46.1', 36.239012151864024, 97.85926768361664, 132, 84, 42, 'Female', 96.83969710083655, 1.9728459337456283, 0.12937650908592735, 48, 24.880956977632685, 100, 'Low Risk'),
(131883, 89, 18, '51:46.1', 36.28142586209279, 99.10659053076134, 138, 70, 78, 'Male', 73.78124289872389, 1.8119206124266771, 0.067013857, 68, 22.473340700798175, 92.66666666666666, 'Low Risk'),
(131884, 68, 18, '50:46.1', 36.78961572119353, 96.65553964142526, 117, 84, 31, 'Female', 68.32694299, 1.8927895400234978, 0.142654957, 33, 19.071609064773103, 95, 'Low Risk'),
(131885, 91, 18, '49:46.1', 37.43771264281426, 99.61713897128124, 123, 88, 80, 'Male', 57.56816441608289, 1.6488703534807154, 0.10004116463583133, 35, 21.17431467967107, 99.66666666666667, 'High Risk'),
(131886, 92, 15, '48:46.1', 36.52949140063785, 95.57994634314532, 137, 79, 28, 'Female', 99.23216756, 1.6403026806655348, 0.090630978, 58, 36.88115290356233, 98.33333333333333, 'High Risk'),
(131887, 72, 19, '47:46.1', 36.59122729339149, 98.10414798477721, 112, 87, 85, 'Female', 52.31990183560171, 1.9141227413835415, 0.13184527765739745, 25, 14.279971949059316, 95.33333333333333, 'High Risk'),
(131888, 88, 13, '46:46.1', 37.34752435769746, 96.63626188320389, 129, 74, 67, 'Female', 57.8792238, 1.8631105558091454, 0.14519012957386185, 55, 16.674216858096898, 92.33333333333333, 'High Risk'),
(131889, 88, 19, '45:46.1', 36.33313175851399, 96.27202492, 123, 76, 35, 'Male', 81.32847085415938, 1.5411099530949588, 0.1419181026967599, 47, 34.24327993261434, 91.66666666666667, 'High Risk'),
(131890, 70, 16, '44:46.1', 37.245964582955956, 99.32512667042155, 113, 73, 23, 'Male', 66.06967778533792, 1.8643909598443411, 0.061718260538891415, 40, 19.00764061209285, 86.33333333333333, 'Low Risk'),
(131891, 98, 14, '43:46.1', 37.25165529986514, 98.98818272182893, 114, 80, 68, 'Male', 63.666070579155885, 1.784445825160802, 0.063343803, 34, 19.994074743543585, 91.33333333333333, 'High Risk'),
(131892, 74, 17, '42:46.1', 37.02168968656971, 97.40049490953426, 133, 70, 89, 'Male', 55.50134384807971, 1.971911109297303, 0.063542482, 63, 14.27344584, 91, 'High Risk'),
(131893, 89, 19, '41:46.1', 37.31891341666724, 95.25485778094242, 138, 84, 65, 'Male', 98.60209884280295, 1.7311825838787103, 0.12759073507453175, 54, 32.900341868901286, 102, 'High Risk'),
(131894, 79, 19, '40:46.1', 36.73782290706416, 98.72615512, 116, 82, 72, 'Male', 84.2532679, 1.8308695472119871, 0.086922383, 34, 25.134598513010605, 93.33333333333333, 'Low Risk'),
(131895, 95, 17, '39:46.1', 36.17786539, 95.91602802024136, 115, 70, 51, 'Male', 75.5983827, 1.8045898592894734, 0.050566864467548836, 45, 23.214293956218494, 85, 'High Risk'),
(131896, 89, 18, '38:46.1', 36.46112659357743, 99.37138049338265, 136, 89, 47, 'Female', 78.08102594, 1.569150469633995, 0.14967950585245426, 47, 31.71146667135623, 104.66666666666667, 'High Risk'),
(131897, 83, 19, '37:46.1', 37.420881796113356, 95.85750039164117, 128, 89, 85, 'Male', 94.17783563975263, 1.7225509913417887, 0.051258703, 39, 31.739825278542607, 102, 'High Risk'),
(131898, 73, 14, '36:46.1', 37.46997934563543, 95.88917835332198, 112, 89, 24, 'Male', 51.071124740896806, 1.5007518321508757, 0.086259015, 23, 22.675541031623606, 96.66666666666667, 'Low Risk'),
(131899, 83, 14, '35:46.1', 36.97880391514079, 96.67642526519387, 115, 87, 76, 'Male', 76.90164060340587, 1.9283140974542732, 0.059756073, 28, 20.68140562217974, 96.33333333333333, 'Low Risk'),
(131900, 98, 12, '34:46.1', 37.01512369370011, 99.23541873052872, 126, 88, 79, 'Female', 80.49678139026597, 1.5157227218563354, 0.12670405, 38, 35.03797461143379, 100.66666666666667, 'High Risk'),
(131901, 61, 19, '33:46.1', 37.283534717835266, 96.97497195506635, 139, 85, 75, 'Male', 56.19032588607795, 1.5335965444732542, 0.075866918, 54, 23.89127395430651, 103, 'Low Risk'),
(131902, 98, 17, '32:46.1', 36.28226799294664, 98.52310161998066, 134, 89, 22, 'Female', 51.352095121247146, 1.5750700528682577, 0.13499571313752184, 45, 20.699431533518144, 104, 'High Risk'),
(131903, 88, 19, '31:46.1', 36.72041644362072, 96.63924021937405, 134, 86, 52, 'Female', 71.49225029742968, 1.882340949501655, 0.052345807, 48, 20.177269127717476, 102, 'Low Risk'),
(131904, 62, 18, '30:46.1', 36.80926936185598, 96.58008445857675, 138, 85, 27, 'Male', 50.540497540808815, 1.6879824302100759, 0.077694637, 53, 17.737959921041448, 102.66666666666666, 'High Risk'),
(131905, 70, 15, '29:46.1', 36.03754516297084, 97.80922733287527, 121, 87, 32, 'Female', 90.56499896795833, 1.7317192968389548, 0.094290201, 34, 30.19989227, 98.33333333333333, 'High Risk'),
(131906, 82, 13, '28:46.1', 36.65080459227727, 97.49373400913444, 136, 80, 49, 'Female', 85.10630942747053, 1.915027642935135, 0.082490628, 56, 23.206607849124108, 98.66666666666666, 'Low Risk'),
(131907, 74, 12, '27:46.1', 36.792806673031336, 97.59922735786354, 136, 76, 66, 'Male', 70.82879190915797, 1.7576971662819145, 0.087944885, 60, 22.925653765026013, 96, 'Low Risk'),
(131908, 72, 14, '26:46.1', 36.177902317487316, 97.45118361684936, 126, 74, 73, 'Female', 88.92468474784178, 1.862730171137693, 0.13321803276911834, 52, 25.628455618509868, 91.33333333333333, 'Low Risk'),
(131909, 64, 16, '25:46.1', 36.79762790161572, 95.70572580777574, 116, 81, 35, 'Female', 60.93702150073651, 1.7408389587965813, 0.079694536, 35, 20.107775517478867, 92.66666666666667, 'Low Risk'),
(131910, 82, 15, '24:46.1', 36.58373687559187, 96.82682555110753, 135, 86, 35, 'Female', 71.64376483043807, 1.6988866568607934, 0.10298864279672768, 49, 24.822732597424846, 102.33333333333333, 'Low Risk'),
(131911, 69, 12, '23:46.1', 37.349394309119425, 97.91039597479964, 111, 71, 46, 'Female', 91.19545068269808, 1.5942522542821906, 0.14212223849544406, 40, 35.88055023621597, 84.33333333333333, 'High Risk'),
(131912, 68, 16, '22:46.1', 37.49760519156888, 99.02731561671014, 123, 75, 28, 'Female', 84.53053804432477, 1.608756183240312, 0.13815837221574384, 48, 32.66127806480107, 91, 'High Risk'),
(131913, 65, 13, '21:46.1', 36.75904269634047, 97.11144811260107, 135, 77, 82, 'Female', 93.47691412993747, 1.8341032991571005, 0.06676316, 58, 27.78796754, 96.33333333333333, 'Low Risk'),
(131914, 64, 12, '20:46.1', 37.16686508, 96.48983209188481, 126, 74, 57, 'Male', 88.06379348525638, 1.632791035, 0.06273306, 52, 33.03209928175794, 91.33333333333333, 'High Risk'),
(131915, 76, 17, '19:46.1', 37.26629065635616, 98.71776666, 120, 73, 50, 'Male', 75.28616012254943, 1.6358247640323285, 0.084950279, 47, 28.134654744220157, 88.66666666666667, 'Low Risk'),
(131916, 64, 13, '18:46.1', 37.328094500623614, 98.90164795686509, 123, 77, 44, 'Female', 65.35560917594242, 1.6390334663379156, 0.072649106, 46, 24.32804579105183, 92.33333333333333, 'Low Risk'),
(131917, 89, 18, '17:46.1', 36.85432699792497, 99.71123628, 129, 71, 45, 'Female', 67.42097681506431, 1.8906560366355163, 0.063057737, 58, 18.861229045409438, 90.33333333333333, 'Low Risk'),
(131918, 99, 19, '16:46.1', 36.34486496572416, 97.99478646242083, 131, 73, 58, 'Male', 71.30868715777244, 1.687366319447117, 0.098882399, 58, 25.04515296697105, 92.33333333333333, 'High Risk'),
(131919, 63, 12, '15:46.1', 36.66234271489743, 99.30162175716993, 131, 70, 86, 'Male', 89.21589932007826, 1.9850093958998316, 0.12272232437456727, 61, 22.642121890992414, 90.33333333333333, 'Low Risk'),
(131920, 70, 12, '14:46.1', 36.49747542803582, 98.82442695402567, 128, 84, 37, 'Male', 59.464713064626984, 1.5048541793789436, 0.05232007, 44, 26.25853485246911, 98.66666666666667, 'Low Risk'),
(131921, 78, 13, '13:46.1', 37.06244906479692, 95.29772276876359, 111, 81, 72, 'Male', 81.80237619602212, 1.642153416131694, 0.089665879, 30, 30.334613302588025, 91, 'High Risk'),
(131922, 86, 13, '12:46.1', 36.54134464720994, 98.13351422, 119, 88, 29, 'Female', 94.36299154, 1.589512296596798, 0.1464296751819616, 31, 37.348564702650854, 98.33333333333333, 'High Risk'),
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(132099, 62, 14, '15:46.1', 36.84823671015512, 96.29504223027766, 128, 89, 66, 'Female', 72.26991007536665, 1.974878268, 0.082061957, 39, 18.530061161451478, 102, 'Low Risk'),
(132100, 90, 18, '14:46.1', 37.060159539541736, 97.72566698036985, 122, 75, 21, 'Male', 76.63564015686102, 1.5142305618309242, 0.10084195609478197, 47, 33.42310358001053, 90.66666666666667, 'High Risk'),
(132101, 99, 18, '13:46.1', 37.305360043107754, 97.43004350008452, 115, 78, 76, 'Male', 68.68820736, 1.8364335698000613, 0.14283584101076857, 37, 20.367219137801822, 90.33333333333333, 'High Risk'),
(132102, 66, 15, '12:46.1', 36.30487385751281, 97.78466167886798, 137, 89, 78, 'Male', 75.20243514891203, 1.7363234360666628, 0.055636999, 48, 24.94426142571527, 105, 'Low Risk'),
(132103, 81, 18, '11:46.1', 36.59629400280349, 99.44521213609814, 125, 73, 21, 'Female', 61.85291504265314, 1.5003199174225608, 0.084941262, 52, 27.4784621, 90.33333333333333, 'Low Risk'),
(132104, 62, 18, '10:46.1', 36.79290896605538, 97.71511163682861, 136, 88, 53, 'Male', 97.25348595578484, 1.8114902637539743, 0.080633165, 48, 29.63692689, 104, 'Low Risk'),
(132105, 78, 17, '09:46.1', 36.38079873659235, 95.42079306133354, 121, 81, 66, 'Female', 70.03491619301698, 1.5094093906005703, 0.1255767419625668, 40, 30.739763235630438, 94.33333333333333, 'High Risk'),
(132106, 72, 14, '08:46.1', 36.63634058, 98.93538178, 114, 77, 37, 'Male', 96.46469681690488, 1.5938329277998797, 0.087913743, 37, 37.97369115471145, 89.33333333333333, 'High Risk'),
(132107, 70, 14, '07:46.1', 37.431560540658204, 95.12563957346708, 139, 78, 70, 'Male', 87.33876629645053, 1.5263183791725345, 0.1142456808643216, 61, 37.49011610205711, 98.33333333333333, 'High Risk'),
(132108, 63, 17, '06:46.1', 36.58125766156435, 99.96771388973595, 134, 85, 67, 'Female', 85.51791799035243, 1.554521531252023, 0.14445844567196406, 49, 35.38862066943819, 101.33333333333333, 'High Risk'),
(132109, 69, 13, '05:46.1', 37.12399132585823, 98.42174907495165, 123, 85, 27, 'Female', 83.35457060986023, 1.957498711518262, 0.064740723, 38, 21.753365098412694, 97.66666666666667, 'Low Risk'),
(132110, 60, 15, '04:46.1', 36.18153595865656, 99.00706299, 136, 87, 82, 'Female', 89.91072232385818, 1.7976075178623863, 0.078925875, 49, 27.824139067861367, 103.33333333333333, 'Low Risk'),
(132111, 91, 19, '03:46.1', 36.589130319847214, 95.85913454792849, 126, 81, 39, 'Male', 96.44227211839949, 1.8978131639849312, 0.14017876678077326, 45, 26.776914016687797, 96, 'High Risk'),
(132112, 62, 17, '02:46.1', 36.38767219806778, 95.01362519194589, 135, 86, 77, 'Male', 63.75161967427024, 1.7119051611511749, 0.078363765, 49, 21.75363415250198, 102.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(132114, 95, 18, '00:46.1', 37.181244416125516, 99.69016671684113, 119, 79, 53, 'Male', 77.27381832159986, 1.7493702153417203, 0.1231210746930611, 40, 25.250438037965743, 92.33333333333333, 'High Risk'),
(132115, 77, 17, '59:46.1', 36.50096534837242, 95.56939264287423, 116, 73, 33, 'Female', 98.72730042393829, 1.650623030139301, 0.14544654300558363, 43, 36.23610099329007, 87.33333333333333, 'High Risk'),
(132116, 83, 16, '58:46.1', 36.97280774120717, 97.96415682386233, 135, 73, 89, 'Female', 64.79319604204218, 1.681877660222285, 0.11374849531320788, 62, 22.905543376245326, 93.66666666666666, 'Low Risk'),
(132117, 74, 19, '57:46.1', 37.1728508, 97.34356834689194, 123, 75, 65, 'Male', 97.40230537804888, 1.9563138237672704, 0.12042253639399349, 48, 25.450257959119366, 91, 'Low Risk'),
(132118, 88, 15, '56:46.1', 36.20864787869435, 96.33132204282421, 134, 81, 70, 'Male', 69.4343007, 1.6364630844943817, 0.1387997426504054, 53, 25.927559532442306, 98.66666666666666, 'Low Risk'),
(132119, 93, 12, '55:46.1', 36.77903606604699, 99.50669492, 117, 78, 63, 'Female', 79.41445689286502, 1.6050578729794096, 0.051577982, 39, 30.826071237887312, 91, 'High Risk'),
(132120, 75, 16, '54:46.1', 36.902201638091675, 95.00211608053995, 124, 73, 48, 'Female', 77.55121589, 1.7140194433362632, 0.14276974376573082, 51, 26.39715503215699, 90, 'Low Risk'),
(132121, 93, 18, '53:46.1', 36.30204239144727, 95.17951943, 128, 70, 42, 'Male', 65.36640879914913, 1.842805870670479, 0.085132647, 58, 19.248436178828197, 89.33333333333333, 'High Risk'),
(132122, 97, 14, '52:46.1', 36.26884500619901, 97.62206489933651, 112, 70, 59, 'Female', 94.01711430846797, 1.6500489087238919, 0.079315835, 42, 34.53132815842973, 84, 'High Risk'),
(132123, 90, 19, '51:46.1', 36.76211651939245, 96.39041122861256, 138, 85, 23, 'Female', 79.44453909350982, 1.9566438243726736, 0.06715676, 53, 20.751070064228063, 102.66666666666666, 'Low Risk'),
(132124, 83, 16, '50:46.1', 36.06856517291842, 96.44812103630834, 139, 72, 52, 'Male', 71.91835091455818, 1.8681897134590664, 0.13703869056716766, 67, 20.60619320896739, 94.33333333333333, 'Low Risk'),
(132125, 96, 15, '49:46.1', 36.70180991068434, 95.92878021, 114, 82, 20, 'Male', 73.78992598062476, 1.6164614809932367, 0.14740631987942027, 32, 28.240108069885412, 92.66666666666667, 'High Risk'),
(132126, 62, 19, '48:46.1', 36.498004020492225, 95.96814723544624, 128, 85, 63, 'Male', 66.95617436288859, 1.881965776775352, 0.081110954, 43, 18.904586760785477, 99.33333333333333, 'Low Risk'),
(132127, 63, 16, '47:46.1', 36.21641398771866, 96.96974711634797, 129, 85, 30, 'Male', 51.57362267367606, 1.679953867919171, 0.13937387835855564, 44, 18.273970794198693, 99.66666666666667, 'High Risk'),
(132128, 73, 19, '46:46.1', 37.20567859227799, 97.33682999664157, 115, 72, 62, 'Female', 91.03631320333484, 1.777474754750912, 0.10600274975975599, 43, 28.814280451630434, 86.33333333333333, 'Low Risk'),
(132129, 67, 15, '45:46.1', 37.37664781, 98.25169543526782, 135, 77, 82, 'Female', 71.96594401904633, 1.7184203641932232, 0.058958362, 58, 24.370711318948878, 96.33333333333333, 'Low Risk'),
(132130, 76, 16, '44:46.1', 37.23162960794942, 95.27891776560216, 125, 80, 78, 'Male', 84.36284078060346, 1.8981851529807772, 0.079027342, 45, 23.413915742003002, 95, 'Low Risk'),
(132131, 91, 17, '43:46.1', 36.089379957827894, 95.86600353521851, 128, 74, 65, 'Female', 69.05313520310482, 1.634851791463593, 0.11183674613915787, 54, 25.836080346033683, 92, 'High Risk'),
(132132, 64, 18, '42:46.1', 37.432188754034385, 97.27423332832787, 119, 71, 18, 'Male', 57.52731487520764, 1.696494916625092, 0.11766825453583413, 48, 19.987983312759912, 87, 'Low Risk'),
(132133, 77, 16, '41:46.1', 36.27286127861735, 95.28534280318623, 124, 83, 51, 'Male', 58.39322770548054, 1.8565512245951816, 0.1189478634252258, 41, 16.941373167654998, 96.66666666666667, 'High Risk'),
(132134, 75, 16, '40:46.1', 37.361768378622195, 96.95235531907832, 139, 74, 72, 'Male', 96.88569927348627, 1.7298948444596915, 0.12038214585531543, 65, 32.37578217140743, 95.66666666666666, 'High Risk'),
(132135, 83, 16, '39:46.1', 36.23100084542107, 98.63239620035547, 128, 86, 64, 'Male', 87.14986328019552, 1.9786598587695667, 0.10276663488066683, 42, 22.25996225254145, 100, 'Low Risk'),
(132136, 90, 15, '38:46.1', 36.53635373851131, 95.55503951679897, 124, 70, 35, 'Male', 85.82846929611199, 1.6151948287804194, 0.14360615101920843, 54, 32.89891204246807, 88, 'High Risk'),
(132137, 62, 18, '37:46.1', 37.303196594160354, 97.85900156794759, 111, 89, 34, 'Female', 60.34595768011084, 1.7223881413047741, 0.061591672386611576, 22, 20.34164779557264, 96.33333333333333, 'Low Risk'),
(132138, 64, 12, '36:46.1', 37.14991650606298, 99.50808605881106, 137, 84, 35, 'Female', 93.14234416320474, 1.823750624095883, 0.13581617201680624, 53, 28.003754186780736, 101.66666666666666, 'Low Risk'),
(132139, 91, 17, '35:46.1', 36.643858485007414, 99.14163608779596, 115, 89, 57, 'Male', 55.25974116383255, 1.7887262794091263, 0.096560746, 26, 17.271142650862927, 97.66666666666667, 'High Risk'),
(132140, 60, 17, '34:46.1', 36.63881632064262, 97.04326070958732, 114, 72, 36, 'Male', 76.46770654419214, 1.883063074, 0.065338856, 42, 21.56494378321455, 86, 'Low Risk'),
(132141, 90, 16, '33:46.1', 36.96749852532989, 98.64792723966504, 130, 70, 53, 'Male', 67.28138910711624, 1.9122777633414796, 0.097726556, 60, 18.398948321196055, 90, 'High Risk'),
(132142, 79, 18, '32:46.1', 36.62129319851297, 95.26306321, 132, 88, 36, 'Female', 52.68994262027157, 1.8407039469092783, 0.14374179636513718, 44, 15.551054325640825, 102.66666666666667, 'High Risk'),
(132143, 86, 17, '31:46.1', 37.17439081281838, 98.08364160242729, 113, 86, 22, 'Female', 70.05305901, 1.6043416080912971, 0.090661088, 27, 27.216571169913536, 95, 'Low Risk'),
(132144, 74, 17, '30:46.1', 36.61996779188436, 96.97794448527418, 117, 77, 57, 'Female', 96.73365715012805, 1.7053232158456246, 0.139722476, 40, 33.263213110142814, 90.33333333333333, 'High Risk'),
(132145, 82, 17, '29:46.1', 37.314282382018604, 95.98487068169543, 122, 86, 21, 'Male', 98.45461668261989, 1.5063570215671578, 0.076001161, 36, 43.38906118343279, 98, 'High Risk'),
(132146, 79, 15, '28:46.1', 37.414753970675285, 95.83256070038644, 114, 83, 61, 'Female', 75.61145662042449, 1.739264713796063, 0.095313431, 31, 24.995177919113413, 93.33333333333333, 'Low Risk'),
(132147, 62, 14, '27:46.1', 36.90064322583661, 95.24780399, 119, 81, 89, 'Male', 82.60451584052487, 1.6033162468957802, 0.12380514069897706, 38, 32.13404542022434, 93.66666666666667, 'High Risk'),
(132148, 82, 13, '26:46.1', 36.81667578948898, 96.76728722965001, 130, 79, 26, 'Male', 52.59271559027858, 1.5833953645953884, 0.096083394, 51, 20.977168054962817, 96, 'Low Risk'),
(132149, 95, 12, '25:46.1', 36.82669854344837, 99.60667644672151, 127, 71, 37, 'Female', 53.82821761533983, 1.909437939308993, 0.13910022494797114, 56, 14.763825538040377, 89.66666666666666, 'High Risk'),
(132150, 66, 12, '24:46.1', 36.37531339344184, 98.20689700454784, 129, 78, 21, 'Male', 90.2417129, 1.9258257846055336, 0.10055410028732714, 51, 24.331749458318026, 95, 'Low Risk'),
(132151, 75, 12, '23:46.1', 36.68570947582953, 96.47822208399565, 127, 76, 59, 'Male', 72.33245797946724, 1.6969595808705382, 0.07326467, 51, 25.118299071268787, 93, 'Low Risk'),
(132152, 98, 14, '22:46.1', 36.83111493822387, 95.35502701785545, 132, 82, 69, 'Male', 78.52012067003658, 1.9332224854607964, 0.056901619, 50, 21.009575751211273, 98.66666666666666, 'High Risk'),
(132153, 61, 19, '21:46.1', 36.30996856170427, 95.60970633726436, 129, 80, 83, 'Male', 50.05359861111106, 1.5630326579464255, 0.11320031244656444, 49, 20.487982858928536, 96.33333333333333, 'Low Risk'),
(132154, 72, 18, '20:46.1', 36.585430270646306, 99.92444364181766, 119, 86, 65, 'Male', 59.8585424, 1.5891679524729683, 0.09507425, 33, 23.702084410431127, 97, 'Low Risk'),
(132155, 69, 15, '19:46.1', 36.723382418442895, 97.28474222765341, 137, 72, 64, 'Female', 70.76963671020678, 1.5032472030095807, 0.12206997983743369, 65, 31.317433022511555, 93.66666666666666, 'High Risk'),
(132156, 92, 15, '18:46.1', 36.609367830939426, 97.71177086097703, 113, 87, 76, 'Female', 82.12620326959797, 1.9693325253743197, 0.14400631422382823, 26, 21.17598585435201, 95.66666666666667, 'High Risk'),
(132157, 76, 12, '17:46.1', 36.363356949558174, 95.65825986558981, 115, 73, 39, 'Male', 96.20726046287447, 1.858464179726696, 0.12589667459748638, 42, 27.854762406464197, 87, 'Low Risk'),
(132158, 73, 16, '16:46.1', 37.43753483398946, 99.68997085086488, 121, 85, 62, 'Male', 89.93499743270522, 1.5553759588407283, 0.088958554, 36, 37.17559796923192, 97, 'High Risk'),
(132159, 65, 15, '15:46.1', 36.632986770578725, 99.14757127391763, 118, 80, 38, 'Female', 68.56934843441873, 1.8969938670375053, 0.063268899, 38, 19.054526847232406, 92.66666666666667, 'Low Risk'),
(132160, 64, 16, '14:46.1', 36.813759480989226, 97.71530405544023, 137, 81, 22, 'Male', 63.65420874131375, 1.739227584246843, 0.099814356, 56, 21.04332169988915, 99.66666666666666, 'Low Risk'),
(132161, 97, 15, '13:46.1', 36.961362885312056, 99.67162373425725, 135, 74, 83, 'Male', 57.148284905528186, 1.7524862880940124, 0.054297131, 61, 18.60775349, 94.33333333333333, 'High Risk'),
(132162, 89, 13, '12:46.1', 36.76295326158003, 98.03784954030081, 119, 77, 67, 'Female', 94.56563349290667, 1.858441685167487, 0.10248591071695973, 42, 27.380127100510602, 91, 'Low Risk'),
(132163, 87, 19, '11:46.1', 37.19196604402734, 95.52238181055493, 115, 79, 27, 'Male', 67.83089641358089, 1.9027069120290752, 0.14723991927962402, 36, 18.736297117774026, 91, 'Low Risk'),
(132164, 94, 19, '10:46.1', 36.96008202250875, 96.45144502493987, 113, 72, 23, 'Female', 59.54062442729813, 1.7369412873829575, 0.11554114060499951, 41, 19.73527161, 85.66666666666667, 'High Risk'),
(132165, 83, 18, '09:46.1', 36.59876839442232, 96.66572710429257, 134, 82, 19, 'Male', 73.50100472830836, 1.9875991874860264, 0.065909345, 52, 18.605256196163317, 99.33333333333333, 'Low Risk'),
(132166, 79, 14, '08:46.1', 36.73800567556076, 98.29463876181889, 133, 72, 73, 'Female', 99.56417751, 1.8119859953602344, 0.090834589, 61, 30.324485207688358, 92.33333333333333, 'High Risk'),
(132167, 79, 14, '07:46.1', 36.29328485, 95.92911718399114, 110, 86, 82, 'Female', 69.47757562844295, 1.7924581342117363, 0.097777568, 24, 21.624526863147626, 94, 'Low Risk'),
(132168, 99, 17, '06:46.1', 37.12384556132508, 95.15010818582061, 114, 87, 27, 'Male', 90.85621229962133, 1.8154304420121683, 0.10530704683375917, 27, 27.567374130692922, 96, 'High Risk'),
(132169, 87, 14, '05:46.1', 37.02860239546244, 95.16697315388119, 134, 73, 36, 'Male', 85.31210950093022, 1.872260863, 0.11976439459488444, 61, 24.33761197416483, 93.33333333333333, 'Low Risk'),
(132170, 81, 18, '04:46.1', 36.02600521066925, 95.43881811791513, 118, 86, 83, 'Male', 58.51286099392411, 1.6712226984222636, 0.11815267887696364, 32, 20.94993512216232, 96.66666666666667, 'Low Risk'),
(132171, 89, 19, '03:46.1', 37.394226644630464, 95.34122349, 127, 76, 49, 'Female', 76.98361913810913, 1.9473643804354293, 0.12618544849480365, 51, 20.300366572175566, 93, 'Low Risk'),
(132172, 71, 16, '02:46.1', 36.36270763770622, 97.08168008621645, 111, 79, 89, 'Male', 91.64962934837492, 1.5899756677285022, 0.081012877, 32, 36.25348463238665, 89.66666666666667, 'High Risk'),
(132173, 78, 14, '01:46.1', 37.20170467, 97.14507156762107, 122, 76, 65, 'Female', 60.00965351088655, 1.7409836173513602, 0.080490909, 46, 19.798475493522954, 91.33333333333333, 'Low Risk'),
(132174, 69, 12, '00:46.1', 36.613614991807154, 97.27580728571812, 118, 87, 31, 'Female', 87.43190811463143, 1.9884920261393009, 0.07002926, 31, 22.11170587949234, 97.33333333333333, 'Low Risk'),
(132175, 70, 14, '59:46.1', 37.05350557457177, 98.71152713512551, 139, 73, 21, 'Male', 86.78139302889949, 1.6326703597445267, 0.13847891477533153, 66, 32.55589209312249, 95, 'High Risk'),
(132176, 73, 15, '58:46.1', 36.15692052025722, 98.27821364, 133, 84, 54, 'Male', 70.83087521943497, 1.8285091338161434, 0.079994028, 49, 21.184993740679346, 100.33333333333333, 'Low Risk'),
(132177, 81, 16, '57:46.1', 36.90525168656308, 97.04042801, 133, 89, 22, 'Male', 80.19100508345336, 1.5518327115986061, 0.057070761, 44, 33.29935736493626, 103.66666666666667, 'High Risk'),
(132178, 83, 15, '56:46.1', 37.20855448993534, 95.15867459700864, 132, 88, 63, 'Male', 62.07785838, 1.9206357691814901, 0.12780199352076235, 44, 16.828550113246937, 102.66666666666667, 'High Risk'),
(132179, 95, 14, '55:46.1', 37.31726737068651, 99.13752538287186, 122, 76, 40, 'Male', 89.22497509701154, 1.9526700554617336, 0.071788478, 46, 23.400692123659624, 91.33333333333333, 'High Risk'),
(132180, 73, 15, '54:46.1', 36.428870146110455, 95.51896342914317, 130, 88, 25, 'Male', 93.20007650526767, 1.924271895686287, 0.11107761698510399, 42, 25.170010396452238, 102, 'Low Risk'),
(132181, 91, 19, '53:46.1', 36.23120644173441, 98.89371123187536, 125, 74, 33, 'Female', 73.54186139198902, 1.7080630569329207, 0.057104993772662364, 51, 25.20732836337217, 91, 'High Risk'),
(132182, 62, 13, '52:46.1', 36.41445667, 97.88670981945675, 115, 85, 34, 'Male', 50.91865655, 1.801848930193688, 0.096143705, 30, 15.683398734054345, 95, 'High Risk'),
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(132358, 88, 18, '56:46.1', 36.85785997491974, 95.83242218306019, 125, 71, 45, 'Female', 92.47647579610089, 1.9652753848092535, 0.099259021, 54, 23.943323951196355, 89, 'Low Risk'),
(132359, 88, 14, '55:46.1', 36.73448719703839, 95.51791207194799, 131, 88, 75, 'Male', 87.78824279271348, 1.8395876409362097, 0.050129463, 43, 25.941518239561724, 102.33333333333333, 'Low Risk'),
(132360, 86, 19, '54:46.1', 37.34141263843057, 95.58147311897702, 139, 77, 50, 'Female', 54.89390021369747, 1.570779600725181, 0.142705405, 62, 22.248133577842314, 97.66666666666666, 'Low Risk'),
(132361, 89, 12, '53:46.1', 36.37733364, 99.78226270832603, 112, 75, 89, 'Male', 53.52724648238986, 1.6816723818598995, 0.093158671, 37, 18.92745052340001, 87.33333333333333, 'Low Risk'),
(132362, 66, 18, '52:46.1', 36.59288290013914, 95.35178626907275, 127, 74, 52, 'Female', 92.92693477021692, 1.7554639994739105, 0.1325687017569639, 53, 30.154890584552376, 91.66666666666666, 'High Risk'),
(132363, 74, 12, '51:46.1', 37.18519295341072, 97.29100807132214, 113, 85, 24, 'Male', 80.43332042067709, 1.6699249781807326, 0.1452430856851375, 28, 28.843109311629448, 94.33333333333333, 'Low Risk'),
(132364, 93, 16, '50:46.1', 36.44014724650621, 96.65677751, 139, 89, 83, 'Male', 64.09079697265086, 1.7456000037942934, 0.076168197, 50, 21.033241275468498, 105.66666666666666, 'High Risk'),
(132365, 78, 14, '49:46.1', 36.91525861, 96.87358965723402, 128, 73, 55, 'Male', 59.040256464275885, 1.6584340225931171, 0.055269739499592366, 55, 21.466035239664954, 91.33333333333333, 'Low Risk'),
(132366, 99, 18, '48:46.1', 36.34769427049096, 96.53248846526354, 112, 73, 33, 'Female', 76.05545443323278, 1.89619764, 0.1351807470953178, 39, 21.15257103650311, 86, 'High Risk'),
(132367, 67, 19, '47:46.1', 36.688742022825515, 98.17526027, 132, 85, 39, 'Male', 77.21342574526832, 1.7698262057823182, 0.10162826583677906, 47, 24.650831807490608, 100.66666666666667, 'Low Risk'),
(132368, 73, 16, '46:46.1', 36.428878989588114, 98.31937819722296, 136, 75, 44, 'Male', 98.22816169352566, 1.843160814778122, 0.1272421717252007, 61, 28.914092016564492, 95.33333333333333, 'Low Risk'),
(132369, 73, 16, '45:46.1', 36.72618309703421, 95.00807201738974, 114, 76, 40, 'Female', 84.48968500289368, 1.5867061749087799, 0.062255749961088194, 38, 33.559127971696505, 88.66666666666667, 'High Risk'),
(132370, 96, 16, '44:46.1', 37.27103791944993, 99.12879109, 137, 80, 45, 'Male', 61.218740021602756, 1.563018648456615, 0.11625125352222561, 57, 25.058557526676914, 99, 'High Risk'),
(132371, 63, 14, '43:46.1', 36.534044877138406, 95.55829122588588, 137, 71, 64, 'Male', 51.82048078077106, 1.8560202786018414, 0.11348422563830289, 66, 15.043053639294138, 93, 'High Risk'),
(132372, 68, 14, '42:46.1', 37.17902275804841, 99.38815076937385, 137, 80, 78, 'Female', 73.81005469933338, 1.8622801385001144, 0.10881420190295255, 57, 21.282640259953396, 99, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(132374, 76, 12, '40:46.1', 36.49215697288001, 96.12728550951977, 122, 73, 54, 'Male', 58.121461859974765, 1.6179270323185495, 0.13785716769085693, 49, 22.203358261959995, 89.33333333333333, 'Low Risk'),
(132375, 96, 18, '39:46.1', 36.63549960774383, 97.06896486941189, 121, 81, 34, 'Female', 85.88824594072098, 1.9317673624604328, 0.076240446, 40, 23.01569452656161, 94.33333333333333, 'High Risk'),
(132376, 63, 13, '38:46.1', 37.319221235610385, 95.60851573781545, 135, 85, 48, 'Female', 89.00647462296195, 1.8614177479894585, 0.07305044, 50, 25.688213311910896, 101.66666666666666, 'Low Risk'),
(132377, 91, 16, '37:46.1', 36.99623535693713, 97.78190253568239, 137, 73, 26, 'Female', 92.53164615347008, 1.6300343226874054, 0.062630009, 64, 34.82545426025676, 94.33333333333333, 'High Risk'),
(132378, 62, 12, '36:46.1', 36.52617890944847, 98.69290659803447, 137, 81, 74, 'Female', 88.87130933856173, 1.8874370042820177, 0.08137022, 56, 24.94690354525207, 99.66666666666666, 'Low Risk'),
(132379, 86, 19, '35:46.1', 36.13824615538916, 97.03326558210028, 116, 75, 33, 'Female', 63.206316319091954, 1.5813407795559944, 0.079989415, 41, 25.276069390858307, 88.66666666666667, 'Low Risk'),
(132380, 69, 13, '34:46.1', 36.98955387563608, 95.40827149592326, 124, 76, 27, 'Female', 58.87774784958455, 1.5265454498842101, 0.1192073526547028, 48, 25.26572187620752, 92, 'Low Risk'),
(132381, 84, 17, '33:46.1', 36.67522917643989, 97.00790254965578, 135, 81, 72, 'Male', 84.76375334113446, 1.9859428797891594, 0.10340674937052034, 54, 21.491992133743093, 99, 'Low Risk'),
(132382, 80, 18, '32:46.1', 37.48999747, 98.19495059896727, 129, 84, 53, 'Female', 61.319411540556274, 1.630891520241692, 0.1353929888563758, 45, 23.054081767619614, 99, 'Low Risk'),
(132383, 89, 16, '31:46.1', 36.58155952418827, 99.14414197985016, 116, 78, 75, 'Female', 65.88792337668183, 1.8206598378959125, 0.068072828, 38, 19.87687907161373, 90.66666666666667, 'Low Risk'),
(132384, 90, 13, '30:46.1', 36.704927404553715, 98.32242341788715, 136, 82, 73, 'Male', 99.11471860848887, 1.8124066010595778, 0.072729977, 54, 30.17358284, 100, 'High Risk'),
(132385, 62, 13, '29:46.1', 36.823904777027415, 98.23471600137785, 112, 87, 21, 'Male', 74.3284794, 1.535497383288365, 0.07497863, 25, 31.52514456511844, 95.33333333333333, 'High Risk'),
(132386, 89, 12, '28:46.1', 37.26693234226144, 97.43918417177052, 134, 77, 74, 'Female', 60.378554077979345, 1.6076240373799673, 0.10463436706764048, 57, 23.362199385771444, 96, 'Low Risk'),
(132387, 68, 13, '27:46.1', 37.12886153539997, 99.58488350820096, 125, 85, 74, 'Male', 63.95966551243121, 1.5922281861468561, 0.1044976520906421, 40, 25.22874043243909, 98.33333333333333, 'Low Risk'),
(132388, 70, 17, '26:46.1', 36.338352378571805, 98.41101933808805, 111, 85, 77, 'Female', 81.21926560716959, 1.6479198481589843, 0.070996488, 26, 29.907966745394045, 93.66666666666667, 'Low Risk'),
(132389, 68, 17, '25:46.1', 36.439806763948944, 95.88104078, 130, 85, 71, 'Male', 65.39585124042682, 1.9218770406514238, 0.092736265, 45, 17.70512511401567, 100, 'High Risk'),
(132390, 68, 17, '24:46.1', 36.113510136249374, 99.43415331197377, 132, 89, 81, 'Female', 52.45242084593477, 1.5830303975453994, 0.05631267, 43, 20.930857859041573, 103.33333333333333, 'Low Risk'),
(132391, 63, 14, '23:46.1', 36.51742317525735, 95.06498218557148, 131, 84, 48, 'Male', 88.74830359659737, 1.8062277914372895, 0.13427526355205777, 47, 27.202888403204934, 99.66666666666667, 'Low Risk'),
(132392, 68, 13, '22:46.1', 36.38370782664753, 97.63758414703844, 138, 79, 77, 'Male', 75.45062239223624, 1.799355867368208, 0.073891072, 59, 23.303904821989207, 98.66666666666666, 'Low Risk'),
(132393, 95, 12, '21:46.1', 36.21382917, 95.13609211170694, 136, 87, 27, 'Female', 91.94646186927478, 1.5710218462385073, 0.072973291, 49, 37.25379955918813, 103.33333333333333, 'High Risk'),
(132394, 61, 16, '20:46.1', 36.78028744512744, 97.51598653368613, 123, 72, 38, 'Female', 80.17840900579895, 1.8078449355356776, 0.13876597523416678, 51, 24.532119995524447, 89, 'Low Risk'),
(132395, 62, 16, '19:46.1', 37.31329840369504, 97.27927868171535, 127, 82, 72, 'Female', 56.58490963474833, 1.5954789685138322, 0.11134160142552837, 45, 22.228924931280343, 97, 'Low Risk'),
(132396, 92, 18, '18:46.1', 36.51397928542096, 95.93179249426015, 124, 73, 33, 'Female', 87.53367596674757, 1.983532109350957, 0.10686710215256266, 51, 22.248293062405903, 90, 'High Risk'),
(132397, 82, 16, '17:46.1', 36.00079174748734, 96.86494422126896, 112, 71, 36, 'Male', 76.28744182400493, 1.6109850229469196, 0.12222699273580089, 41, 29.39476862140649, 84.66666666666667, 'Low Risk'),
(132398, 78, 17, '16:46.1', 37.14478803359293, 97.03980936834456, 111, 75, 82, 'Male', 62.609424472519194, 1.563829703543887, 0.14993852135799135, 36, 25.60122790741187, 87, 'Low Risk'),
(132399, 86, 12, '15:46.1', 37.21485242622117, 99.01485371067632, 138, 76, 59, 'Male', 91.94683111497173, 1.865147443660411, 0.1050904999742025, 62, 26.430807243736794, 96.66666666666666, 'Low Risk'),
(132400, 76, 14, '14:46.1', 36.47783475478211, 97.34176486068016, 112, 82, 50, 'Male', 91.87279755634125, 1.533711973394881, 0.12364326378599347, 30, 39.057039856138466, 92, 'High Risk'),
(132401, 64, 15, '13:46.1', 36.66654577, 99.47684426037772, 114, 76, 18, 'Male', 89.78722402290771, 1.8382797662225348, 0.13573623429376908, 38, 26.56998630683092, 88.66666666666667, 'Low Risk'),
(132402, 96, 14, '12:46.1', 37.04970170481047, 97.33829069750125, 131, 84, 38, 'Male', 86.97452126264987, 1.763082634673588, 0.084531717, 47, 27.979935634673176, 99.66666666666667, 'High Risk'),
(132403, 65, 17, '11:46.1', 36.798929124903985, 97.60513581927735, 113, 87, 32, 'Male', 73.61977126383232, 1.7728236762376937, 0.10682943041704424, 26, 23.424125029747415, 95.66666666666667, 'Low Risk'),
(132404, 90, 12, '10:46.1', 36.125137847018536, 95.82842931841982, 125, 88, 61, 'Female', 62.453273887611545, 1.974239930437204, 0.10068838208102447, 37, 16.023424798548312, 100.33333333333333, 'High Risk'),
(132405, 88, 15, '09:46.1', 36.31244522535062, 96.56270343195067, 130, 84, 36, 'Male', 78.72960176439435, 1.7279547104446045, 0.1303082518603284, 46, 26.367766475529454, 99.33333333333333, 'Low Risk'),
(132406, 66, 17, '08:46.1', 37.41715765702756, 97.14769241457947, 129, 76, 60, 'Female', 74.41456578870368, 1.6666389454237491, 0.13571892014617776, 53, 26.79013486, 93.66666666666666, 'Low Risk'),
(132407, 67, 18, '07:46.1', 37.157914763606016, 98.84327259, 129, 70, 89, 'Female', 66.43902607162062, 1.7004606990439046, 0.076310097, 59, 22.976827275750523, 89.66666666666666, 'Low Risk'),
(132408, 74, 15, '06:46.1', 36.97162445, 97.31753922626557, 132, 70, 55, 'Female', 58.31542764616274, 1.9625384697206005, 0.090052147, 62, 15.140740208353007, 90.66666666666666, 'High Risk'),
(132409, 69, 19, '05:46.1', 36.63498617525366, 96.00313727972267, 113, 71, 81, 'Male', 80.16183085533841, 1.5492673298628445, 0.067362263, 42, 33.39757256, 85, 'High Risk'),
(132410, 75, 12, '04:46.1', 36.38672563880545, 95.47106301457535, 139, 72, 67, 'Female', 83.59256439314078, 1.5187940362320473, 0.12936221297425968, 67, 36.23847240102253, 94.33333333333333, 'High Risk'),
(132411, 86, 15, '03:46.1', 36.997691534501136, 99.64906319324363, 120, 86, 56, 'Female', 77.18577775971794, 1.7056295549479237, 0.12478046480149427, 34, 26.531869899118487, 97.33333333333333, 'Low Risk'),
(132412, 82, 19, '02:46.1', 36.498047131982304, 99.62854984265178, 136, 72, 24, 'Female', 76.87746005, 1.7157783696681546, 0.08414652, 64, 26.114195391783795, 93.33333333333333, 'Low Risk'),
(132413, 84, 14, '01:46.1', 36.875568909492216, 95.75038029752908, 115, 79, 29, 'Female', 60.88405966495039, 1.7704111716369701, 0.10019765983537257, 36, 19.424744722302137, 91, 'Low Risk'),
(132414, 87, 17, '00:46.1', 36.916337229851635, 99.70168161986084, 116, 80, 63, 'Male', 54.92754987890082, 1.6417958161173682, 0.064011073, 36, 20.377548616534817, 92, 'Low Risk'),
(132415, 93, 18, '59:46.1', 36.99072502639933, 99.51614644704169, 118, 73, 41, 'Female', 67.93645333260136, 1.7771011753871298, 0.068510359, 45, 21.511889691808964, 88, 'High Risk'),
(132416, 81, 14, '58:46.1', 37.211341456116166, 98.86770235332264, 136, 85, 54, 'Female', 98.86793298457907, 1.652792445202829, 0.14386513426096137, 51, 36.192519446919015, 102, 'High Risk'),
(132417, 66, 16, '57:46.1', 36.67165320423329, 99.35045481167805, 134, 89, 68, 'Male', 65.74004260643487, 1.7665793227329105, 0.10602457441432625, 45, 21.065108263835874, 104, 'Low Risk'),
(132418, 98, 14, '56:46.1', 36.46295986642232, 95.00453176852652, 134, 75, 22, 'Female', 66.65565327462515, 1.5100544578815962, 0.11820705461369707, 59, 29.231544970014234, 94.66666666666666, 'High Risk'),
(132419, 85, 15, '55:46.1', 36.899639592578815, 95.53736160993996, 118, 78, 65, 'Male', 73.63288768462648, 1.986505634, 0.1260482557046489, 40, 18.659166082354165, 91.33333333333333, 'Low Risk'),
(132420, 60, 14, '54:46.1', 36.97288340025452, 96.93993385029985, 117, 76, 24, 'Male', 55.59521198050236, 1.749460399937484, 0.077262125, 41, 18.16473881508842, 89.66666666666667, 'High Risk'),
(132421, 91, 16, '53:46.1', 36.56528568863516, 97.79473774605133, 112, 73, 20, 'Male', 74.82221748, 1.7725205010119631, 0.14079891345388812, 39, 23.81486046268427, 86, 'High Risk'),
(132422, 73, 19, '52:46.1', 37.332969265341795, 96.03520642087885, 121, 70, 80, 'Male', 90.97653007340979, 1.9881081591797387, 0.091716796, 51, 23.017033675468628, 87, 'Low Risk'),
(132423, 98, 18, '51:46.1', 36.74353395740422, 98.21770436111673, 110, 76, 71, 'Female', 85.9512717, 1.5937732095010337, 0.14815108401472576, 34, 33.83757739494498, 87.33333333333333, 'High Risk'),
(132424, 99, 18, '50:46.1', 36.785669822450295, 95.08380658133369, 125, 70, 44, 'Female', 83.24641457280697, 1.7191634433219158, 0.063282343, 55, 28.166390898009467, 88.33333333333333, 'High Risk'),
(132425, 67, 12, '49:46.1', 36.90353765543513, 97.43326874533017, 128, 76, 65, 'Female', 96.21875272313946, 1.8951954270268405, 0.14957239215604773, 52, 26.788705216964974, 93.33333333333333, 'Low Risk'),
(132426, 94, 17, '48:46.1', 36.130484857510346, 98.01798433013789, 120, 71, 44, 'Male', 62.27268507377673, 1.6264082897896193, 0.059649282, 49, 23.54173320361584, 87.33333333333333, 'High Risk'),
(132427, 73, 14, '47:46.1', 37.46434271934699, 99.71945501295582, 128, 82, 69, 'Male', 53.00721945652619, 1.8361519314706416, 0.11535406385922005, 46, 15.722362157679205, 97.33333333333333, 'High Risk'),
(132428, 72, 16, '46:46.1', 36.997962620400834, 98.87490928727439, 132, 73, 25, 'Male', 85.01870268793525, 1.547041480618971, 0.11633130121217718, 59, 35.523075317933646, 92.66666666666666, 'High Risk'),
(132429, 97, 17, '45:46.1', 37.166709238941856, 98.31253552101933, 122, 72, 25, 'Female', 81.48569093369761, 1.5503719315944946, 0.14279923712229925, 50, 33.90076964222479, 88.66666666666666, 'High Risk'),
(132430, 61, 13, '44:46.1', 37.010857543192635, 95.42396449180792, 127, 75, 57, 'Female', 88.50081697599832, 1.9563608640573333, 0.1487268714164489, 52, 23.123275149621968, 92.33333333333333, 'Low Risk'),
(132431, 83, 12, '43:46.1', 37.09273035118225, 95.36329840966488, 123, 78, 20, 'Female', 61.17203384915563, 1.9131757326043926, 0.074001091, 45, 16.71256822554348, 93, 'High Risk'),
(132432, 74, 13, '42:46.1', 36.83818393307756, 97.12300118649652, 131, 78, 83, 'Female', 78.07238038209628, 1.5317500987269874, 0.11574748715748318, 53, 33.27526991417057, 95.66666666666666, 'High Risk'),
(132433, 71, 17, '41:46.1', 37.11625985088856, 99.69036732274014, 132, 88, 41, 'Female', 54.20344092078923, 1.5224061732458853, 0.064390728, 44, 23.38652982672331, 102.66666666666667, 'Low Risk'),
(132434, 80, 14, '40:46.1', 36.70809582272528, 95.96863945365361, 113, 76, 77, 'Female', 92.62884262389109, 1.5532334410067148, 0.058035646264035026, 37, 38.394832126585165, 88.33333333333333, 'High Risk'),
(132435, 87, 18, '39:46.1', 36.41571667194872, 95.90620332, 129, 70, 89, 'Male', 93.66108213, 1.781124510243084, 0.12762114489485105, 59, 29.523688266315872, 89.66666666666666, 'Low Risk'),
(132436, 84, 12, '38:46.1', 37.33630334556529, 98.50445129717154, 128, 88, 87, 'Male', 78.19504007407127, 1.9618134486415055, 0.1173076313588685, 40, 20.31719700677824, 101.33333333333333, 'Low Risk'),
(132437, 89, 12, '37:46.1', 36.510551716934565, 95.85827342209278, 124, 89, 84, 'Female', 91.26476461292239, 1.7241196968595385, 0.13331460621610428, 35, 30.70211621255261, 100.66666666666667, 'High Risk'),
(132438, 67, 19, '36:46.1', 37.19080771445139, 98.40113343259614, 132, 79, 69, 'Male', 87.43167409452994, 1.6363523434906582, 0.092602066, 53, 32.65240304244599, 96.66666666666666, 'High Risk'),
(132439, 67, 16, '35:46.1', 37.41443140986396, 95.87459635, 137, 75, 48, 'Male', 53.73661903, 1.8869029390383545, 0.122171663, 62, 15.092848627760647, 95.66666666666666, 'High Risk'),
(132440, 99, 12, '34:46.1', 36.949708784768035, 99.02867002381208, 134, 73, 68, 'Male', 76.52529239681493, 1.7951531571623016, 0.13602140848832064, 61, 23.746629877249717, 93.33333333333333, 'High Risk'),
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(132617, 87, 19, '37:46.1', 36.36530194375871, 98.72949872478378, 131, 87, 40, 'Female', 94.85845194696012, 1.6838614308446294, 0.10436691303137599, 44, 33.45517715510694, 101.66666666666667, 'High Risk'),
(132618, 68, 13, '36:46.1', 37.01247394, 96.45019012, 116, 70, 74, 'Female', 80.25037741446701, 1.6556766217899341, 0.14754549740843517, 46, 29.274942477752887, 85.33333333333333, 'Low Risk'),
(132619, 68, 16, '35:46.1', 37.36932633359919, 95.23395347369963, 128, 83, 75, 'Male', 76.07947144224855, 1.7863934444602574, 0.10651283389111027, 45, 23.84038442151819, 98, 'Low Risk'),
(132620, 76, 13, '34:46.1', 37.37469997915518, 98.22860830063223, 132, 83, 20, 'Male', 56.871758619963764, 1.5136012505486618, 0.07444926, 49, 24.82411087, 99.33333333333333, 'Low Risk'),
(132621, 97, 19, '33:46.1', 36.046545891324676, 98.70053462764237, 117, 84, 19, 'Male', 89.15372303241082, 1.774100359913447, 0.12982128956779385, 33, 28.32586075466782, 95, 'High Risk'),
(132622, 79, 18, '32:46.1', 36.59739045342571, 99.12186841896401, 114, 85, 79, 'Male', 95.79712582961386, 1.6632541696936793, 0.081837794, 29, 34.62862421723627, 94.66666666666667, 'High Risk'),
(132623, 82, 17, '31:46.1', 37.201490869828795, 99.85283200365191, 119, 88, 54, 'Female', 88.79592944826719, 1.9358483586005424, 0.13005908734807886, 31, 23.69465492621737, 98.33333333333333, 'Low Risk'),
(132624, 94, 18, '30:46.1', 36.512586506107745, 95.37117015, 131, 84, 25, 'Female', 72.27002606426129, 1.9391566725803282, 0.1342069365894457, 47, 19.219071984464293, 99.66666666666667, 'High Risk'),
(132625, 80, 16, '29:46.1', 36.37356205723727, 97.37837578180172, 130, 88, 75, 'Female', 52.24247463387624, 1.9759902186520875, 0.14158611942528265, 42, 13.379939805509393, 102, 'High Risk'),
(132626, 63, 18, '28:46.1', 36.447184069570035, 96.92441198637476, 128, 77, 58, 'Male', 89.79717445, 1.7603654964519686, 0.099516436, 51, 28.977237211733804, 94, 'Low Risk'),
(132627, 93, 13, '27:46.1', 36.76562362744259, 95.55250359983519, 137, 76, 27, 'Male', 87.36483579693638, 1.7886281780345898, 0.13410192827394796, 61, 27.308417150205425, 96.33333333333333, 'High Risk'),
(132628, 64, 15, '26:46.1', 36.69668649218225, 99.70684257699827, 112, 80, 25, 'Male', 55.114598181852045, 1.7297150113339648, 0.094905716, 32, 18.421183832634398, 90.66666666666667, 'High Risk'),
(132629, 95, 13, '25:46.1', 36.969942150057314, 96.44521548809976, 133, 80, 23, 'Male', 61.40025913686306, 1.938501184817994, 0.099258857, 53, 16.339473656522998, 97.66666666666666, 'High Risk'),
(132630, 89, 19, '24:46.1', 36.80929443572713, 99.59375531964622, 112, 79, 86, 'Female', 62.89544772681021, 1.5601201565519671, 0.11288417579610306, 33, 25.840631163614738, 90, 'Low Risk'),
(132631, 86, 12, '23:46.1', 36.03056813629324, 95.67806401, 137, 89, 58, 'Male', 50.61471436394822, 1.8000453851325333, 0.061197917122165296, 48, 15.62103767452384, 105, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(132633, 63, 13, '21:46.1', 37.10221701293351, 99.47581949765947, 132, 72, 38, 'Female', 93.95741644115682, 1.6028125909201174, 0.10280056904096133, 60, 36.57342019, 92, 'High Risk'),
(132634, 71, 13, '20:46.1', 36.692332279179155, 98.56766062699576, 114, 78, 72, 'Female', 62.17295765384067, 1.693192780034225, 0.085837169, 36, 21.686462320717634, 90, 'Low Risk'),
(132635, 77, 15, '19:46.1', 37.23754814838433, 95.73056621316263, 130, 82, 39, 'Female', 65.44945533575289, 1.7665438240309057, 0.1290409552556753, 48, 20.972838140996245, 98, 'Low Risk'),
(132636, 66, 18, '18:46.1', 37.00280010041379, 99.32003769760097, 112, 78, 51, 'Female', 52.98456340104414, 1.5742330833351281, 0.065251001, 34, 21.38017668511654, 89.33333333333333, 'Low Risk'),
(132637, 82, 12, '17:46.1', 37.03259565834344, 96.94172884360673, 112, 80, 41, 'Male', 59.60349495714756, 1.960729961484136, 0.14495903134080326, 32, 15.503728542084868, 90.66666666666667, 'High Risk'),
(132638, 70, 15, '16:46.1', 36.899190592769266, 96.66616190684175, 117, 89, 78, 'Female', 79.72792805527845, 1.5665322178293213, 0.1344136856234135, 28, 32.488661230463784, 98.33333333333333, 'High Risk'),
(132639, 88, 14, '15:46.1', 37.4771147, 98.96514472700538, 113, 82, 35, 'Male', 68.48963505917308, 1.7140025536108374, 0.056859399211373986, 31, 23.313201794960992, 92.33333333333333, 'Low Risk'),
(132640, 71, 12, '14:46.1', 37.08286839, 99.91004230814598, 137, 85, 30, 'Female', 73.35896980023907, 1.7696980225445145, 0.095155172, 52, 23.42366739097129, 102.33333333333333, 'Low Risk'),
(132641, 60, 19, '13:46.1', 36.26667221823513, 99.30399420685585, 120, 86, 29, 'Female', 68.46904736643373, 1.7913891705514162, 0.066739157, 34, 21.33606847605372, 97.33333333333333, 'Low Risk'),
(132642, 76, 12, '12:46.1', 36.40149002361357, 96.40875884097179, 130, 72, 24, 'Female', 96.93549686393771, 1.946993014769896, 0.13664744674923424, 58, 25.571373397202215, 91.33333333333333, 'Low Risk'),
(132643, 77, 16, '11:46.1', 37.077509003310254, 99.28772538259318, 111, 70, 77, 'Female', 73.18463402142373, 1.7913896804859784, 0.14676358863964464, 41, 22.805508970297584, 83.66666666666667, 'Low Risk'),
(132644, 70, 18, '10:46.1', 37.43735378036041, 98.33684714, 123, 73, 19, 'Male', 80.01305528131132, 1.9628274143800735, 0.086406869, 50, 20.768093199322827, 89.66666666666666, 'Low Risk'),
(132645, 96, 12, '09:46.1', 36.672455668602616, 96.13540191896087, 115, 79, 45, 'Male', 93.2660221, 1.9248521896638984, 0.057799115315604804, 36, 25.17263526081335, 91, 'High Risk'),
(132646, 82, 15, '08:46.1', 36.428098463752704, 96.10859253220033, 117, 83, 31, 'Female', 52.37170280430351, 1.9236695102517585, 0.11253119516003515, 34, 14.152584988476418, 94.33333333333333, 'High Risk'),
(132647, 81, 15, '07:46.1', 36.850943172831684, 98.95441163969825, 120, 89, 66, 'Female', 68.23032176, 1.8948023595055554, 0.11912548182853838, 31, 19.004199706682535, 99.33333333333333, 'Low Risk'),
(132648, 73, 14, '06:46.1', 36.459267921043036, 99.09933314563224, 138, 73, 29, 'Female', 94.80636403518905, 1.9088209670269272, 0.081087566, 65, 26.019988334963916, 94.66666666666666, 'Low Risk'),
(132649, 99, 18, '05:46.1', 36.307712686843956, 99.99190166920451, 131, 87, 84, 'Female', 81.69434692, 1.6542375736285972, 0.054539629, 44, 29.853567955051414, 101.66666666666667, 'High Risk'),
(132650, 97, 13, '04:46.1', 36.45114956444614, 97.26472872245033, 134, 85, 51, 'Female', 82.41343435825155, 1.656782424132503, 0.11092989745855164, 49, 30.023896557869097, 101.33333333333333, 'High Risk'),
(132651, 76, 15, '03:46.1', 36.95198010817263, 98.80409250722364, 123, 78, 69, 'Male', 53.70881677984554, 1.519938977878669, 0.1290585250694061, 45, 23.248411288994856, 93, 'Low Risk'),
(132652, 69, 18, '02:46.1', 37.46960726692572, 98.26187263384787, 118, 78, 69, 'Female', 54.03533258556098, 1.593313206749157, 0.083505774, 40, 21.285091279692683, 91.33333333333333, 'Low Risk'),
(132653, 65, 12, '01:46.1', 36.669775469893786, 98.82209475338769, 130, 86, 64, 'Male', 65.73735528, 1.6148509796364472, 0.095682753, 44, 25.208518623123197, 100.66666666666667, 'Low Risk'),
(132654, 93, 16, '00:46.1', 36.31076128576033, 95.42838655730719, 131, 79, 70, 'Female', 83.16516389439946, 1.7403780765877874, 0.11818235403207052, 52, 27.457073100602287, 96.33333333333333, 'High Risk'),
(132655, 95, 13, '59:46.1', 37.35457046058578, 99.48040048670235, 117, 83, 57, 'Male', 80.67163568554604, 1.980785856667929, 0.107541443, 34, 20.56107465551019, 94.33333333333333, 'High Risk'),
(132656, 64, 13, '58:46.1', 36.307173882499825, 98.23410803799445, 118, 84, 54, 'Female', 98.28099761956996, 1.598828303070726, 0.083054288, 34, 38.44730481290571, 95.33333333333333, 'High Risk'),
(132657, 64, 17, '57:46.1', 37.07936112581522, 99.22893908390027, 139, 80, 38, 'Female', 54.44232319811722, 1.795387083858931, 0.1480382640665719, 59, 16.889642475092227, 99.66666666666666, 'High Risk'),
(132658, 95, 17, '56:46.1', 36.251624730318845, 98.57091296684659, 137, 87, 78, 'Male', 68.78837035024523, 1.6873541801334133, 0.068886158, 50, 24.160310831550973, 103.66666666666666, 'High Risk'),
(132659, 76, 14, '55:46.1', 36.26172058389335, 98.64818329982567, 138, 79, 37, 'Male', 97.85809833048653, 1.709555512817118, 0.071766317, 59, 33.48346208121686, 98.66666666666666, 'High Risk'),
(132660, 63, 16, '54:46.1', 37.115273152810175, 95.33422690002378, 130, 71, 29, 'Female', 76.34840733359496, 1.8895433020645023, 0.14952347931634347, 59, 21.38386893859372, 90.66666666666666, 'Low Risk'),
(132661, 95, 12, '53:46.1', 36.361186072176814, 96.25665958350169, 125, 86, 41, 'Male', 52.34291315428932, 1.519912590471634, 0.082614098, 39, 22.657952633687415, 99, 'High Risk'),
(132662, 81, 14, '52:46.1', 37.10817528537857, 99.36198394465127, 118, 74, 47, 'Female', 80.24426312981905, 1.9537672179941903, 0.12721199064840738, 44, 21.021725298059028, 88.66666666666667, 'Low Risk'),
(132663, 61, 18, '51:46.1', 36.14552284553982, 99.62627673, 139, 86, 28, 'Female', 64.93162833054426, 1.7205984089913173, 0.088799877, 53, 21.932960683569796, 103.66666666666666, 'Low Risk'),
(132664, 71, 18, '50:46.1', 37.049132880793756, 95.62387968600528, 134, 86, 84, 'Male', 99.52598891692145, 1.7958259635272997, 0.12803810260880943, 48, 30.86085892089388, 102, 'High Risk'),
(132665, 85, 12, '49:46.1', 36.71243198268567, 99.37590032187668, 114, 85, 27, 'Female', 86.65201272060186, 1.9925147778936203, 0.082345804, 29, 21.826070444366337, 94.66666666666667, 'Low Risk'),
(132666, 75, 19, '48:46.1', 36.503614249295765, 99.90569866116746, 128, 89, 72, 'Female', 55.21751168315795, 1.5407309563934257, 0.1306986733214252, 39, 23.260723277904688, 102, 'Low Risk'),
(132667, 76, 14, '47:46.1', 36.19987778714964, 99.44975188978896, 131, 75, 44, 'Female', 57.54275341141627, 1.7739118071711009, 0.083266469, 56, 18.286331569842687, 93.66666666666666, 'High Risk'),
(132668, 92, 15, '46:46.1', 36.59274243910423, 99.04972250841865, 128, 80, 83, 'Female', 61.50506802510874, 1.9027478358812453, 0.12153791653650743, 48, 16.988241643727115, 96, 'High Risk'),
(132669, 71, 16, '45:46.1', 36.11624502544591, 99.65582432035734, 124, 74, 64, 'Female', 65.86000863038291, 1.9714577731053782, 0.061842206971649265, 50, 16.945204900936947, 90.66666666666666, 'High Risk'),
(132670, 99, 15, '44:46.1', 37.35688808075419, 97.10387413156406, 126, 88, 70, 'Male', 66.63873838327856, 1.9553988050026734, 0.1284164098940439, 38, 17.42834207448948, 100.66666666666667, 'High Risk'),
(132671, 62, 18, '43:46.1', 36.51277212583579, 96.21207527115737, 115, 74, 22, 'Female', 54.00105180564568, 1.6691963505198557, 0.065200466, 41, 19.381499121485973, 87.66666666666667, 'Low Risk'),
(132672, 87, 18, '42:46.1', 36.69070094852697, 97.14362376, 123, 74, 66, 'Male', 56.48868022990095, 1.6594711812897607, 0.11389193226416856, 49, 20.512660808271924, 90.33333333333333, 'Low Risk'),
(132673, 96, 12, '41:46.1', 37.160023068530194, 97.07402430403067, 116, 70, 66, 'Female', 82.35750277271012, 1.7692777721505157, 0.11758189246322781, 46, 26.309411078489052, 85.33333333333333, 'High Risk'),
(132674, 78, 15, '40:46.1', 36.906560943782665, 95.07606103, 113, 71, 87, 'Male', 87.80535342868347, 1.901706689692938, 0.12149834331385388, 42, 24.27917508051882, 85, 'Low Risk'),
(132675, 84, 15, '39:46.1', 36.61134276775708, 97.03555219654554, 137, 75, 83, 'Female', 66.27161675, 1.8935827042389564, 0.13280737143164154, 62, 18.48242742021062, 95.66666666666666, 'High Risk'),
(132676, 81, 13, '38:46.1', 37.112806872714216, 97.69773260354893, 112, 80, 45, 'Male', 91.67097290900489, 1.8373460547824827, 0.095501349, 32, 27.155006946998093, 90.66666666666667, 'Low Risk'),
(132677, 60, 18, '37:46.1', 36.13296339, 95.43643321093082, 128, 83, 80, 'Male', 90.86750750904814, 1.5829798583876404, 0.098859744, 45, 36.262507993948475, 98, 'High Risk'),
(132678, 63, 15, '36:46.1', 36.06411739, 96.46098101615578, 135, 80, 67, 'Male', 90.42306488, 1.5202397370253418, 0.063913248, 55, 39.12506417296448, 98.33333333333333, 'High Risk'),
(132679, 69, 17, '35:46.1', 36.02959770601447, 96.78555320928349, 125, 80, 46, 'Male', 52.37975086, 1.758402760503924, 0.076205521, 45, 16.94051912150891, 95, 'High Risk'),
(132680, 81, 18, '34:46.1', 37.22734090307175, 96.89433437288194, 126, 83, 83, 'Male', 97.95635926107099, 1.6178248708164467, 0.13719700211753544, 43, 37.42567313537989, 97.33333333333333, 'High Risk'),
(132681, 73, 15, '33:46.1', 36.28293497113462, 99.78068465740107, 117, 88, 81, 'Female', 94.99949098309114, 1.9520386331485609, 0.12413390332187943, 29, 24.931273388210165, 97.66666666666667, 'Low Risk'),
(132682, 87, 16, '32:46.1', 36.863762418424834, 99.53254093225377, 122, 78, 73, 'Male', 71.76000575209247, 1.927788415138884, 0.089444878, 44, 19.30917562553194, 92.66666666666667, 'Low Risk'),
(132683, 96, 16, '31:46.1', 37.09875293479984, 98.69668788361375, 135, 87, 62, 'Male', 88.85661209872748, 1.5904268770580872, 0.1259898392747697, 48, 35.12872099, 103, 'High Risk'),
(132684, 77, 14, '30:46.1', 37.47688069214306, 99.98693423270828, 129, 88, 42, 'Male', 80.67205396199718, 1.6173494798340093, 0.13582696807261846, 41, 30.84007092, 101.66666666666667, 'High Risk'),
(132685, 80, 12, '29:46.1', 36.63458844848219, 97.70781333582741, 124, 78, 51, 'Female', 95.00392515103323, 1.813220434258024, 0.11188362599719309, 46, 28.896173706159523, 93.33333333333333, 'Low Risk'),
(132686, 83, 16, '28:46.1', 36.18757263563667, 97.21471142298732, 133, 72, 39, 'Female', 65.43843676016336, 1.8063337062644664, 0.089752394, 61, 20.05565934, 92.33333333333333, 'Low Risk'),
(132687, 65, 19, '27:46.1', 36.03392315, 96.34977242223297, 129, 70, 38, 'Male', 93.85596716059848, 1.749217056650182, 0.084477466, 59, 30.67428739915264, 89.66666666666666, 'High Risk'),
(132688, 78, 13, '26:46.1', 37.274158876064355, 96.11715263089015, 128, 77, 82, 'Female', 84.02826684267525, 1.8481243956075515, 0.10215456178612428, 51, 24.601580358231264, 94, 'Low Risk'),
(132689, 77, 12, '25:46.1', 36.80592008663079, 99.28480043387974, 126, 87, 20, 'Male', 88.04527960960368, 1.7334898594162427, 0.093721172, 39, 29.299719730418328, 100, 'Low Risk'),
(132690, 68, 16, '24:46.1', 36.122481639559375, 96.98610037185473, 122, 75, 86, 'Female', 94.43935555632719, 1.8764891820808296, 0.11314691241933462, 47, 26.82013037864929, 90.66666666666667, 'Low Risk'),
(132691, 94, 13, '23:46.1', 36.91266494435289, 99.57255230428592, 118, 74, 24, 'Female', 97.37648561727408, 1.9267414170078425, 0.09737289, 44, 26.23053994535494, 88.66666666666667, 'High Risk'),
(132692, 87, 18, '22:46.1', 37.116620495750674, 96.24263639812862, 111, 73, 65, 'Female', 83.86137241, 1.8841705810898262, 0.07903075, 38, 23.62226451676558, 85.66666666666667, 'Low Risk'),
(132693, 88, 15, '21:46.1', 36.01472137724046, 97.16934963429777, 117, 78, 49, 'Female', 56.667630424067966, 1.5648140194495683, 0.057393786, 39, 23.142463960812172, 91, 'Low Risk'),
(132694, 97, 16, '20:46.1', 36.53743561504228, 97.35131257557036, 123, 77, 41, 'Male', 72.79465404084661, 1.8715879248005614, 0.13327290240693962, 46, 20.78160172102642, 92.33333333333333, 'High Risk'),
(132695, 91, 15, '19:46.1', 36.27366288686645, 98.26383889, 119, 81, 70, 'Male', 67.53561925, 1.9170026953272372, 0.10104741056222111, 38, 18.377542650856366, 93.66666666666667, 'High Risk'),
(132696, 75, 16, '18:46.1', 37.28063687930192, 99.02102988626397, 119, 84, 87, 'Male', 64.73842433445469, 1.7493663590908368, 0.11971561516480801, 35, 21.15439375, 95.66666666666667, 'Low Risk'),
(132697, 90, 19, '17:46.1', 36.781349907355946, 95.01553379076091, 130, 85, 78, 'Male', 59.80126657048284, 1.9184553038308843, 0.051444761004550414, 45, 16.24826566684136, 100, 'High Risk'),
(132698, 64, 16, '16:46.1', 36.10116915899677, 96.99587307366785, 137, 76, 58, 'Male', 96.71136473562733, 1.577849571846076, 0.089867409, 61, 38.84600119689467, 96.33333333333333, 'High Risk'),
(132699, 91, 14, '15:46.1', 37.09993992585738, 97.32199094214356, 133, 84, 46, 'Male', 79.26355999641123, 1.5866135200326066, 0.09029495, 49, 31.48699916458861, 100.33333333333333, 'High Risk'),
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(132874, 85, 12, '20:46.1', 36.596167942264906, 96.46570322266415, 134, 81, 20, 'Male', 80.11173918961194, 1.784001276847551, 0.13363487092661763, 53, 25.171311167248767, 98.66666666666666, 'Low Risk'),
(132875, 85, 12, '19:46.1', 37.11321433959408, 96.54000451629918, 139, 86, 42, 'Female', 65.98301242, 1.6385956251966298, 0.148068162, 53, 24.574718804004718, 103.66666666666666, 'Low Risk'),
(132876, 72, 12, '18:46.1', 36.46512369898793, 99.75750662636565, 127, 77, 64, 'Female', 89.83666904056724, 1.7132872978516018, 0.060896657012372735, 50, 30.605061084763214, 93.66666666666666, 'High Risk'),
(132877, 91, 17, '17:46.1', 36.74776185301174, 96.25456540699884, 138, 80, 65, 'Female', 51.026011853946315, 1.765877919036449, 0.1499243584805807, 58, 16.363276668882605, 99.33333333333333, 'High Risk'),
(132878, 91, 17, '16:46.1', 37.34436855625332, 99.30781723565556, 111, 87, 25, 'Female', 79.91075054710296, 1.7926666857339708, 0.067136159, 24, 24.866010582650443, 95, 'High Risk'),
(132879, 78, 13, '15:46.1', 36.740271909518206, 98.19215051, 124, 85, 89, 'Male', 92.80717660265819, 1.8904414655785309, 0.094021099, 39, 25.968991923201948, 98, 'Low Risk'),
(132880, 68, 15, '14:46.1', 37.083252354478205, 97.57566403121054, 123, 89, 86, 'Female', 50.09919185403101, 1.9404049158521692, 0.1174001222066609, 34, 13.305953088015382, 100.33333333333333, 'High Risk'),
(132881, 89, 16, '13:46.1', 37.262698542523225, 98.32904099060674, 120, 75, 62, 'Female', 52.46315284552065, 1.5988366235710625, 0.10722720649518878, 45, 20.523253566661783, 90, 'Low Risk'),
(132882, 65, 17, '12:46.1', 37.436903655540355, 96.23712775190276, 117, 89, 68, 'Female', 50.21738242980445, 1.5178637557560608, 0.097492319, 28, 21.796586726251864, 98.33333333333333, 'Low Risk'),
(132883, 82, 19, '11:46.1', 36.795031395989994, 99.08760169, 115, 84, 43, 'Male', 62.49442382272875, 1.9046517161371543, 0.13266180482293738, 31, 17.227018641056457, 94.33333333333333, 'High Risk'),
(132884, 68, 14, '10:46.1', 36.37594005755474, 96.23059501, 121, 82, 42, 'Male', 94.45995975504881, 1.6627963881774814, 0.074125538, 39, 34.16407064469584, 95, 'High Risk'),
(132885, 63, 16, '09:46.1', 36.891895866862015, 95.07341602237075, 133, 88, 34, 'Female', 57.11805983531082, 1.8602271189345734, 0.091594544, 45, 16.505987213893608, 103, 'High Risk'),
(132886, 87, 18, '08:46.1', 36.308701378587315, 96.92378291912006, 120, 79, 30, 'Male', 90.07892579205091, 1.8374113406611206, 0.11981487905215303, 41, 26.681510565861696, 92.66666666666667, 'Low Risk'),
(132887, 60, 15, '07:46.1', 37.09738424096943, 98.36014737609801, 117, 88, 73, 'Female', 53.59160761, 1.7829016197851097, 0.11258943272512013, 29, 16.859396552907164, 97.66666666666667, 'High Risk'),
(132888, 80, 15, '06:46.1', 36.229945291283464, 95.51170822794789, 126, 85, 51, 'Female', 69.43325324995094, 1.8796463948142703, 0.14138579913328855, 41, 19.65238222202416, 98.66666666666667, 'Low Risk'),
(132889, 76, 15, '05:46.1', 37.225804907418684, 98.40278231818431, 119, 85, 81, 'Female', 50.33847482, 1.9253424750597827, 0.10899109787221033, 34, 13.57950905860675, 96.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(132890, 88, 17, '04:46.1', 36.66622244475805, 99.39858703777497, 128, 83, 34, 'Female', 86.58373480551833, 1.8248324958134814, 0.14776983241859754, 45, 26.001015077920894, 98, 'Low Risk'),
(132891, 71, 17, '03:46.1', 37.24321112, 99.89761501, 129, 70, 63, 'Male', 89.02427257, 1.537334463762571, 0.058650625, 59, 37.66792587844411, 89.66666666666666, 'High Risk'),
(132892, 74, 19, '02:46.1', 36.85370329694282, 97.86341921211609, 115, 81, 80, 'Female', 73.64973978842637, 1.7373659114636144, 0.056197774, 34, 24.399932487225822, 92.33333333333333, 'Low Risk'),
(132893, 86, 15, '01:46.1', 36.59046924402481, 96.68657027487674, 132, 79, 35, 'Female', 68.11074360054255, 1.6610180500504064, 0.05096722, 53, 24.686920469550138, 96.66666666666666, 'Low Risk'),
(132894, 79, 18, '00:46.1', 36.361184312033224, 98.74557377846885, 128, 78, 78, 'Male', 84.95143533985282, 1.854994358773058, 0.068620319, 50, 24.68797874, 94.66666666666666, 'Low Risk'),
(132895, 91, 17, '59:46.1', 36.88593837767367, 96.39371929868378, 122, 83, 46, 'Male', 84.56982549375714, 1.651892191995973, 0.059869742, 39, 30.992173428622262, 96, 'High Risk'),
(132896, 63, 16, '58:46.1', 36.905293192670506, 99.99742640691446, 118, 88, 42, 'Male', 76.31712074542514, 1.6694645014161709, 0.060329115, 30, 27.382153416031752, 98, 'Low Risk'),
(132897, 61, 16, '57:46.1', 37.48450575326001, 97.47399545286923, 110, 71, 62, 'Male', 55.740507079006534, 1.993680037023661, 0.11892189141291723, 39, 14.023615467728161, 84, 'High Risk'),
(132898, 91, 19, '56:46.1', 36.24040988888377, 96.53952432083122, 117, 81, 28, 'Male', 79.48765038, 1.5868189086767868, 0.14047757861474322, 36, 31.567844291129166, 93, 'High Risk'),
(132899, 74, 18, '55:46.1', 37.39747284587749, 99.88320225149722, 120, 78, 83, 'Male', 88.89692652759854, 1.655073870897497, 0.060550195, 42, 32.45278565665285, 92, 'High Risk'),
(132900, 86, 19, '54:46.1', 37.207540848819576, 99.25944113305022, 119, 87, 68, 'Female', 92.03080648918973, 1.9279473282699484, 0.1369481073180891, 32, 24.759558617788205, 97.66666666666667, 'Low Risk'),
(132901, 84, 12, '53:46.1', 36.310592784752146, 96.47138057840556, 135, 80, 82, 'Female', 69.78073356773209, 1.6471636007793897, 0.13835636913430388, 55, 25.71947251915982, 98.33333333333333, 'Low Risk'),
(132902, 84, 17, '52:46.1', 37.004370690908885, 95.78454665893526, 123, 71, 20, 'Male', 85.15409843428097, 1.580312308630785, 0.067502717, 52, 34.09727794668655, 88.33333333333333, 'High Risk'),
(132903, 83, 17, '51:46.1', 36.51704250505878, 99.88746510208273, 115, 77, 85, 'Female', 99.25906764356735, 1.5842709434810291, 0.058855151, 38, 39.54679361151498, 89.66666666666667, 'High Risk'),
(132904, 80, 17, '50:46.1', 36.839023706172426, 97.02635560483886, 129, 82, 51, 'Male', 90.44824305004053, 1.7109462842291683, 0.12272231099564503, 47, 30.897787735461137, 97.66666666666667, 'High Risk'),
(132905, 92, 16, '49:46.1', 36.34494780913481, 95.38097305882378, 121, 77, 66, 'Female', 72.05145058925098, 1.9403236698618445, 0.095286736, 44, 19.137903724418937, 91.66666666666667, 'High Risk'),
(132906, 76, 18, '48:46.1', 37.38253163439543, 97.93239230946836, 120, 76, 41, 'Male', 59.53584276246515, 1.5703338619553895, 0.068137554, 44, 24.14318233298564, 90.66666666666667, 'Low Risk'),
(132907, 85, 12, '47:46.1', 37.40101134973456, 98.84387701261224, 133, 83, 32, 'Male', 81.52038876063145, 1.9525954281621154, 0.089071909, 50, 21.381674106976302, 99.66666666666666, 'Low Risk'),
(132908, 67, 16, '46:46.1', 37.36068863311308, 98.37032496615177, 115, 76, 85, 'Male', 71.94218599255109, 1.6589780112548342, 0.12110351562389284, 39, 26.139806620429933, 89, 'Low Risk'),
(132909, 84, 14, '45:46.1', 37.42559490175433, 97.1762044, 113, 87, 27, 'Male', 95.23183902195211, 1.5755034837976094, 0.12793357478794093, 26, 38.36572728722297, 95.66666666666667, 'High Risk'),
(132910, 81, 17, '44:46.1', 36.04859424660296, 99.15078627417668, 119, 79, 54, 'Male', 50.57952891, 1.7934764272382995, 0.13174790266669267, 40, 15.724738588523836, 92.33333333333333, 'High Risk'),
(132911, 65, 19, '43:46.1', 36.222175634025874, 96.81723824, 114, 77, 67, 'Male', 62.807321714865864, 1.764452488826118, 0.1329080552902625, 37, 20.173921979233363, 89.33333333333333, 'Low Risk'),
(132912, 81, 16, '42:46.1', 36.024318134873624, 95.73447218287596, 115, 77, 39, 'Male', 92.86281902044618, 1.9117836893300226, 0.089467752, 38, 25.407641870329723, 89.66666666666667, 'Low Risk'),
(132913, 74, 15, '41:46.1', 36.034660904504136, 95.60665063238439, 110, 89, 56, 'Female', 64.75197300421185, 1.9625850379636314, 0.1341586483206052, 21, 16.811096408131107, 96, 'High Risk'),
(132914, 81, 13, '40:46.1', 37.14610372394307, 99.94373363373099, 137, 78, 51, 'Male', 99.22433774435245, 1.672165912731301, 0.071043769, 59, 35.48619844463102, 97.66666666666666, 'High Risk'),
(132915, 72, 15, '39:46.1', 36.430944761667945, 98.17065092, 124, 75, 58, 'Male', 78.75553585331025, 1.9986333969227537, 0.093034074, 49, 19.71581845616498, 91.33333333333333, 'Low Risk'),
(132916, 67, 12, '38:46.1', 36.77962105674798, 97.48701426006407, 139, 76, 35, 'Female', 94.58893144920947, 1.6835067732643056, 0.073858774, 63, 33.374178414932956, 97, 'High Risk'),
(132917, 89, 12, '37:46.1', 37.10414741, 97.26386317331588, 128, 72, 70, 'Female', 73.35546063935607, 1.837113942866557, 0.087622547, 56, 21.735030905022022, 90.66666666666666, 'Low Risk'),
(132918, 95, 17, '36:46.1', 37.28646341868914, 96.20707105322509, 137, 87, 86, 'Female', 98.70807682, 1.7646281160628312, 0.13438168436325668, 50, 31.699053960680285, 103.66666666666666, 'High Risk'),
(132919, 75, 19, '35:46.1', 36.62400675206987, 99.80056474337081, 136, 87, 49, 'Female', 91.74149427779771, 1.6493738876913238, 0.11524346765251332, 49, 33.72310697909582, 103.33333333333333, 'High Risk'),
(132920, 66, 19, '34:46.1', 37.41115275549819, 98.45153118024545, 112, 73, 80, 'Female', 90.18974925369884, 1.7692600623518036, 0.13996190475677234, 39, 28.812028187425277, 86, 'Low Risk'),
(132921, 88, 19, '33:46.1', 36.07634513467107, 98.30386895785028, 139, 89, 81, 'Female', 63.11102619807492, 1.7365847244716806, 0.1258025221554747, 50, 20.927304279025922, 105.66666666666666, 'Low Risk'),
(132922, 68, 19, '32:46.1', 37.459761958690166, 95.69879238571164, 123, 89, 21, 'Male', 92.77176900351044, 1.6398404457668083, 0.087506608, 34, 34.49948803328907, 100.33333333333333, 'High Risk'),
(132923, 94, 16, '31:46.1', 36.32433274616618, 96.85750717339462, 130, 73, 64, 'Female', 93.37780062, 1.9592811562023167, 0.12335955860857156, 57, 24.324847003365715, 92, 'High Risk'),
(132924, 77, 12, '30:46.1', 37.15104806, 96.70318082980661, 135, 71, 66, 'Female', 99.42898144596111, 1.5072359100151353, 0.12464191619836074, 64, 43.767377528969305, 92.33333333333333, 'High Risk'),
(132925, 97, 19, '29:46.1', 37.190598363878415, 98.74001022007597, 119, 77, 35, 'Male', 66.55722717004387, 1.691091835601009, 0.06147042, 42, 23.273453650602157, 91, 'High Risk'),
(132926, 82, 14, '28:46.1', 36.94487345736153, 97.78483224010694, 119, 89, 65, 'Female', 63.771646864572176, 1.7760106628121952, 0.077705592, 30, 20.217920979199846, 99, 'Low Risk'),
(132927, 70, 17, '27:46.1', 37.43168371879906, 98.49827259573414, 118, 85, 70, 'Female', 87.21065375189305, 1.644259120906529, 0.12901851696682648, 33, 32.25737498590982, 96, 'High Risk'),
(132928, 70, 15, '26:46.1', 36.57067039, 95.45979819854728, 138, 73, 87, 'Male', 63.47793265040375, 1.634306523100301, 0.069760173, 65, 23.76598101936548, 94.66666666666666, 'Low Risk'),
(132929, 70, 12, '25:46.1', 37.480613655511995, 97.68424469243341, 130, 84, 65, 'Male', 87.24741630417793, 1.828617905014736, 0.085532481, 46, 26.09195609884528, 99.33333333333333, 'Low Risk'),
(132930, 72, 14, '24:46.1', 36.033345420274834, 96.85407148516138, 136, 72, 39, 'Female', 97.51260469777571, 1.7298701926676752, 0.14457612741675602, 64, 32.58620057428394, 93.33333333333333, 'High Risk'),
(132931, 74, 19, '23:46.1', 37.44106492797175, 95.24461331016265, 125, 83, 34, 'Male', 74.59063938105913, 1.6927200220965473, 0.05403976, 42, 26.03239152721405, 97, 'Low Risk'),
(132932, 80, 15, '22:46.1', 36.87092449633526, 97.85451566, 119, 88, 39, 'Male', 75.39324228, 1.821893960948716, 0.14090025032337544, 31, 22.713613317083926, 98.33333333333333, 'Low Risk'),
(132933, 86, 17, '21:46.1', 36.50602832299056, 95.73083779753718, 114, 80, 43, 'Female', 61.879178916291146, 1.910711302569145, 0.058663711639559246, 34, 16.949402657206193, 91.33333333333333, 'High Risk'),
(132934, 96, 14, '20:46.1', 36.119186699161936, 98.84385777, 138, 89, 76, 'Male', 60.597835312837134, 1.9085046710508844, 0.1116007565372499, 49, 16.63683296, 105.33333333333333, 'High Risk'),
(132935, 69, 18, '19:46.1', 37.499451934816406, 97.70734182010443, 125, 83, 59, 'Male', 71.93661472, 1.5007683142233537, 0.091909211, 42, 31.93910136554025, 97, 'High Risk'),
(132936, 84, 14, '18:46.1', 36.86891492914396, 98.65767187604072, 120, 82, 71, 'Male', 93.01788853881516, 1.7639861462972894, 0.10996131949659874, 38, 29.89345668779225, 94.66666666666667, 'Low Risk'),
(132937, 99, 14, '17:46.1', 37.077294922176414, 97.85605349, 126, 80, 36, 'Female', 88.69219851984502, 1.8346498575944432, 0.14757325940398242, 46, 26.349904004709106, 95.33333333333333, 'High Risk'),
(132938, 87, 17, '16:46.1', 36.76965835980568, 99.95234693766034, 127, 73, 36, 'Male', 78.84800818542645, 1.975069697878889, 0.1360736689269269, 54, 20.212771896117374, 91, 'Low Risk'),
(132939, 90, 16, '15:46.1', 36.85077419932263, 98.43114515167358, 117, 86, 72, 'Male', 70.10854639684152, 1.7813979037358056, 0.11202465154020462, 31, 22.09271493648822, 96.33333333333333, 'Low Risk'),
(132940, 96, 16, '14:46.1', 36.668437840239044, 99.30973693108767, 117, 76, 81, 'Male', 98.37267619342506, 1.7375020036237394, 0.1385334367100725, 41, 32.58546015266753, 89.66666666666667, 'High Risk'),
(132941, 93, 14, '13:46.1', 37.407707608880195, 99.03435208861647, 124, 86, 63, 'Male', 56.53135337181444, 1.7166264955797281, 0.083807302, 38, 19.183937895466002, 98.66666666666667, 'High Risk'),
(132942, 88, 15, '12:46.1', 36.43583467368877, 96.45355511886318, 125, 77, 29, 'Female', 98.80530882689267, 1.6026795543228447, 0.10026904219194491, 48, 38.466873277055655, 93, 'High Risk'),
(132943, 72, 19, '11:46.1', 36.021825049134286, 98.97865751151014, 133, 81, 42, 'Male', 88.81028962527157, 1.688010347288175, 0.099029024, 52, 31.16829727723571, 98.33333333333333, 'High Risk'),
(132944, 64, 16, '10:46.1', 37.25745080507845, 97.31301549356941, 117, 75, 34, 'Male', 62.57432707840224, 1.9013843914900956, 0.096669547, 42, 17.308376715337264, 89, 'High Risk'),
(132945, 61, 12, '09:46.1', 36.21036279635823, 97.58821557988979, 129, 81, 82, 'Male', 55.345110459906216, 1.655264737594593, 0.12226220517288196, 48, 20.199672674025273, 97, 'Low Risk'),
(132946, 81, 18, '08:46.1', 36.09449763268381, 95.56905435240313, 124, 84, 54, 'Female', 75.42595064, 1.946032341, 0.093481691, 40, 19.916851514634857, 97.33333333333333, 'Low Risk'),
(132947, 94, 13, '07:46.1', 37.11504440260011, 95.41336737180231, 113, 72, 48, 'Male', 91.19227279842531, 1.5525348254089684, 0.09697868, 41, 37.833397058007776, 85.66666666666667, 'High Risk'),
(132948, 97, 17, '06:46.1', 36.495666983873015, 95.40134069836711, 121, 85, 47, 'Female', 87.63798173909967, 1.9018648422269098, 0.087274474, 36, 24.228864831294675, 97, 'High Risk'),
(132949, 73, 19, '05:46.1', 36.454006064371825, 99.20116008, 124, 75, 70, 'Male', 90.43132483, 1.963253890260998, 0.10725630441175658, 49, 23.462050215078058, 91.33333333333333, 'Low Risk'),
(132950, 91, 17, '04:46.1', 37.44646574012491, 97.12992915, 137, 85, 19, 'Female', 88.73664406358668, 1.5722732492687825, 0.11600591296546059, 52, 35.89607379325863, 102.33333333333333, 'High Risk'),
(132951, 83, 16, '03:46.1', 37.41405054808128, 95.30045751743341, 127, 77, 34, 'Female', 79.62994059, 1.5523836450264883, 0.074002343, 50, 33.042909009079224, 93.66666666666666, 'High Risk'),
(132952, 78, 16, '02:46.1', 37.119378418858126, 96.50986726654833, 114, 76, 57, 'Male', 92.14863689213507, 1.9464080579087941, 0.137373954, 38, 24.32322334006717, 88.66666666666667, 'Low Risk'),
(132953, 82, 13, '01:46.1', 37.05331630542202, 99.69330525, 112, 80, 37, 'Male', 50.863347728273126, 1.8231788355156477, 0.12812164709215956, 32, 15.301936657935235, 90.66666666666667, 'High Risk'),
(132954, 75, 13, '00:46.1', 36.30295015918007, 99.53536642124706, 111, 89, 86, 'Female', 67.47168064230968, 1.740736648582121, 0.10468961744836712, 22, 22.266675621279575, 96.33333333333333, 'Low Risk'),
(132955, 85, 17, '59:46.1', 37.48916411691507, 97.09387317947528, 137, 79, 19, 'Male', 52.75973478, 1.5757563580241727, 0.099613478, 58, 21.248313600665398, 98.33333333333333, 'Low Risk'),
(132956, 86, 15, '58:46.1', 37.45962683090966, 99.07855917250797, 110, 79, 51, 'Female', 53.312172096551144, 1.6985975835312037, 0.14288178084797792, 31, 18.477592008680322, 89.33333333333333, 'High Risk'),
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(133133, 60, 14, '01:46.1', 37.01931402174695, 97.30106392577925, 110, 72, 78, 'Male', 68.32591572254307, 1.8517254212862793, 0.11107959729686627, 38, 19.926557803864085, 84.66666666666667, 'Low Risk'),
(133134, 60, 15, '00:46.1', 36.33913076378066, 98.39469870151122, 127, 79, 76, 'Female', 53.80534893751035, 1.5079592343721409, 0.13133949689401342, 48, 23.661716682448073, 95, 'Low Risk'),
(133135, 97, 13, '59:46.1', 36.98914631849522, 97.59319382596517, 119, 75, 56, 'Male', 85.88432934400782, 1.930732695679814, 0.13020264886026844, 44, 23.03931838508203, 89.66666666666667, 'High Risk'),
(133136, 76, 17, '58:46.1', 36.911782500337445, 97.65670158806422, 132, 82, 65, 'Male', 79.19477016527989, 1.817505222187298, 0.11692783908860656, 50, 23.97425763041638, 98.66666666666666, 'Low Risk'),
(133137, 68, 15, '57:46.1', 36.70334699542886, 98.44604506395083, 130, 86, 26, 'Female', 51.77960851720294, 1.7436640862974913, 0.05413984, 44, 17.03072425675426, 100.66666666666667, 'High Risk'),
(133138, 85, 19, '56:46.1', 37.492015336753745, 99.23749665448233, 131, 87, 81, 'Male', 82.76004202025763, 1.5867626827424917, 0.058603561826203625, 44, 32.86977611602008, 101.66666666666667, 'High Risk'),
(133139, 94, 17, '55:46.1', 36.89199627698003, 97.20338936574589, 130, 86, 65, 'Male', 66.90425351, 1.7872912244107353, 0.13338563889238897, 44, 20.94416657960771, 100.66666666666667, 'High Risk'),
(133140, 94, 12, '54:46.1', 36.67853965443524, 95.44009483655744, 136, 78, 82, 'Male', 94.53934335778024, 1.5808760284018564, 0.07873366, 58, 37.828311213869604, 97.33333333333333, 'High Risk'),
(133141, 92, 19, '53:46.1', 36.797702256869286, 98.13935845319929, 111, 76, 29, 'Female', 66.07613102701549, 1.5822818458242955, 0.062557972, 35, 26.39228030962966, 87.66666666666667, 'High Risk'),
(133142, 81, 18, '52:46.1', 36.90636110719477, 96.43731815122949, 111, 72, 87, 'Female', 82.62840447089786, 1.6369140914789093, 0.058391988, 39, 30.837388486061005, 85, 'High Risk'),
(133143, 66, 12, '51:46.1', 36.63604302531475, 98.57807507449095, 111, 84, 85, 'Female', 85.75570721413065, 1.9054940083798362, 0.11957800523974178, 27, 23.618257749264746, 93, 'Low Risk'),
(133144, 81, 13, '50:46.1', 36.61001970625241, 95.51858780773543, 115, 75, 73, 'Male', 55.19821231700766, 1.9580596596985602, 0.090762853, 40, 14.397038712695064, 88.33333333333333, 'High Risk'),
(133145, 81, 16, '49:46.1', 36.55378072241336, 98.44977649, 114, 72, 37, 'Female', 68.43955428408579, 1.7983839736597123, 0.13798429483116126, 42, 21.16129907, 86, 'Low Risk'),
(133146, 86, 18, '48:46.1', 36.50930813214893, 95.67424251, 117, 80, 63, 'Female', 68.82836142923094, 1.9076454098043096, 0.11958685534691278, 37, 18.91350971395352, 92.33333333333333, 'Low Risk'),
(133147, 65, 15, '47:46.1', 36.180327832469615, 98.88175719569925, 119, 70, 34, 'Female', 88.05303417, 1.7063721337181437, 0.14634032501167615, 49, 30.241047153828088, 86.33333333333333, 'High Risk'),
(133148, 92, 17, '46:46.1', 37.22406686516096, 95.75603946469593, 113, 85, 74, 'Female', 58.31411497427662, 1.9235630185841528, 0.13087271862013355, 28, 15.760168297205245, 94.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(133150, 69, 19, '44:46.1', 36.83125207079049, 99.77171533, 127, 75, 78, 'Female', 74.50549390193007, 1.8754937195593258, 0.12822115192251327, 52, 21.181517440933412, 92.33333333333333, 'Low Risk'),
(133151, 92, 18, '43:46.1', 37.12525771948493, 95.22897240464513, 132, 84, 54, 'Female', 89.92926374397675, 1.7947125005891167, 0.080930106, 48, 27.919733096956175, 100, 'High Risk'),
(133152, 78, 18, '42:46.1', 36.552872079986386, 99.85140386686668, 127, 79, 44, 'Female', 72.12588418, 1.9456908266234794, 0.087485603, 48, 19.052127862748428, 95, 'Low Risk'),
(133153, 72, 17, '41:46.1', 36.99268989425697, 95.17844360507321, 114, 73, 19, 'Male', 90.98869041235412, 1.7585200092315962, 0.13033082351733855, 41, 29.42339525049408, 86.66666666666667, 'Low Risk'),
(133154, 98, 19, '40:46.1', 37.25361769341722, 98.97924350462013, 128, 76, 41, 'Male', 61.60834410731505, 1.5008459143615611, 0.1292655992069817, 52, 27.350629184853084, 93.33333333333333, 'High Risk'),
(133155, 74, 13, '39:46.1', 36.93603900017793, 97.03712292174592, 131, 84, 38, 'Male', 90.11273720468799, 1.9019454894819687, 0.11675911060075313, 47, 24.910936247541184, 99.66666666666667, 'Low Risk'),
(133156, 60, 13, '38:46.1', 37.242096868142596, 96.21402110727897, 123, 82, 85, 'Male', 65.27583850115371, 1.6559331072963903, 0.058509588, 41, 23.80492847850545, 95.66666666666667, 'Low Risk'),
(133157, 88, 18, '37:46.1', 36.91475909932137, 99.98004243096902, 116, 81, 70, 'Female', 91.37288955762827, 1.6079693400647688, 0.058817419, 35, 35.339616475188066, 92.66666666666667, 'High Risk'),
(133158, 99, 19, '36:46.1', 36.812505591047156, 97.09508120095771, 139, 87, 39, 'Male', 62.227039945522264, 1.509018373, 0.1205175053211548, 52, 27.326882400002106, 104.33333333333333, 'High Risk'),
(133159, 67, 12, '35:46.1', 37.07311798037957, 98.65967368897664, 119, 88, 20, 'Female', 55.57493550226024, 1.687986224728656, 0.1121684164065184, 31, 19.504785162745417, 98.33333333333333, 'Low Risk'),
(133160, 61, 18, '34:46.1', 37.136063929596105, 95.20128998146323, 122, 81, 67, 'Male', 64.08297062779732, 1.6812266312389672, 0.11842731029593516, 41, 22.672014681842747, 94.66666666666667, 'Low Risk'),
(133161, 96, 13, '33:46.1', 36.49644314033176, 99.77731637094755, 110, 82, 46, 'Male', 88.46668922968934, 1.9906774600894828, 0.1352821535302543, 28, 22.324306495727114, 91.33333333333333, 'High Risk'),
(133162, 75, 19, '32:46.1', 36.87667046, 95.34117436316139, 133, 88, 68, 'Female', 96.07782765886876, 1.635035451, 0.12005090618583894, 45, 35.939234958933746, 103, 'High Risk'),
(133163, 64, 19, '31:46.1', 36.86525754305236, 99.3050602, 136, 74, 66, 'Female', 57.74544057791954, 1.809619951906992, 0.086936315, 62, 17.633679677268987, 94.66666666666666, 'High Risk'),
(133164, 94, 16, '30:46.1', 37.45661884726444, 98.04948225306785, 119, 72, 46, 'Male', 79.40770272502252, 1.7949111718856103, 0.1333319303805106, 47, 24.647717666207416, 87.66666666666667, 'High Risk'),
(133165, 79, 13, '29:46.1', 36.95280488070953, 99.9430501, 139, 71, 56, 'Male', 84.19038793088295, 1.5271805217286663, 0.13172053792195682, 68, 36.09788509223248, 93.66666666666666, 'High Risk'),
(133166, 78, 12, '28:46.1', 36.91612562635454, 96.30055258495642, 112, 86, 81, 'Female', 95.41282515860982, 1.973783821328175, 0.12545839926404867, 26, 24.491060196534242, 94.66666666666667, 'Low Risk'),
(133167, 84, 16, '27:46.1', 36.57367473966982, 97.19466553290161, 113, 87, 83, 'Female', 62.303039846659914, 1.8467026166874014, 0.11205742946899436, 26, 18.26902238, 95.66666666666667, 'High Risk'),
(133168, 61, 14, '26:46.1', 36.028655802661085, 95.26415113001167, 110, 81, 32, 'Male', 79.78224407141826, 1.9115705975842445, 0.11486353042583573, 29, 21.833610776664866, 90.66666666666667, 'Low Risk'),
(133169, 65, 19, '25:46.1', 36.410453348558846, 98.55306151965381, 134, 71, 26, 'Female', 60.15573389566205, 1.5418874004293515, 0.11903955894847724, 63, 25.30298221962764, 92, 'Low Risk'),
(133170, 89, 14, '24:46.1', 36.13324340809152, 99.45219122534732, 111, 84, 73, 'Male', 66.66920499086038, 1.5409308641436446, 0.070924274, 27, 28.077534424748606, 93, 'Low Risk'),
(133171, 76, 18, '23:46.1', 36.88470928614174, 95.2284555, 114, 71, 21, 'Female', 94.78563746545456, 1.86534499, 0.062746563, 43, 27.24107269676404, 85.33333333333333, 'Low Risk'),
(133172, 74, 17, '22:46.1', 36.77425462205484, 98.71710270897118, 113, 77, 89, 'Male', 78.16392909, 1.5113533720783265, 0.073304631, 36, 34.21955388492196, 89, 'High Risk'),
(133173, 68, 13, '21:46.1', 37.34986895896146, 95.56583062170533, 139, 80, 59, 'Female', 95.44257242551967, 1.5721872154242709, 0.073027599, 59, 38.613006256212635, 99.66666666666666, 'High Risk'),
(133174, 94, 12, '20:46.1', 36.98975252247589, 99.22300737246196, 131, 71, 28, 'Female', 51.27573834, 1.5838512626176184, 0.066185047, 60, 20.440105467951692, 91, 'High Risk'),
(133175, 67, 16, '19:46.1', 36.05154557081972, 97.80935628216484, 116, 81, 40, 'Male', 97.36867592869848, 1.770389066737951, 0.058607183, 35, 31.065748822737806, 92.66666666666667, 'High Risk'),
(133176, 91, 16, '18:46.1', 36.039666117333226, 97.17442879521255, 120, 79, 74, 'Female', 84.90194747, 1.786520376576381, 0.092651791, 41, 26.601229136901235, 92.66666666666667, 'High Risk'),
(133177, 79, 13, '17:46.1', 36.476263925083686, 95.25141362305138, 128, 87, 82, 'Female', 77.40251091015251, 1.6558846151353126, 0.066938854, 41, 28.228961864621773, 100.66666666666667, 'Low Risk'),
(133178, 61, 12, '16:46.1', 36.270977842893195, 98.07279563, 122, 76, 61, 'Female', 53.95623005547137, 1.689244974204128, 0.131125691, 46, 18.908467295527952, 91.33333333333333, 'Low Risk'),
(133179, 76, 13, '15:46.1', 37.14315233, 97.76116443, 113, 72, 73, 'Female', 98.75788211716308, 1.5516693863086342, 0.13567598037224157, 41, 41.017896437367384, 85.66666666666667, 'High Risk'),
(133180, 74, 14, '14:46.1', 37.462789028284206, 96.63608357148688, 120, 87, 48, 'Female', 97.86535840421112, 1.7831022293278214, 0.14495074707720512, 33, 30.780559159044046, 98, 'High Risk'),
(133181, 92, 13, '13:46.1', 37.46213191716486, 98.13347119558802, 119, 86, 66, 'Female', 59.498021750711985, 1.5701907361495397, 0.10995295493253951, 33, 24.132243820925186, 97, 'High Risk'),
(133182, 98, 18, '12:46.1', 36.621569649834306, 95.11906455579164, 110, 70, 72, 'Female', 78.40958930169748, 1.574600276762968, 0.1290395290529146, 40, 31.624854217941536, 83.33333333333333, 'High Risk'),
(133183, 64, 15, '11:46.1', 36.65248431123163, 97.25837612471165, 127, 86, 43, 'Male', 54.97272696428542, 1.7596650401172182, 0.094921689, 41, 17.753634281659643, 99.66666666666667, 'High Risk'),
(133184, 75, 13, '10:46.1', 36.12234452045521, 96.16740123612558, 113, 76, 45, 'Male', 59.50743410699144, 1.9642150325204475, 0.089307619, 37, 15.423863157674331, 88.33333333333333, 'High Risk'),
(133185, 64, 12, '09:46.1', 36.03047276836159, 97.61866597800775, 127, 72, 84, 'Female', 60.605396462051026, 1.7276742679247852, 0.10384252506683932, 55, 20.30427873843189, 90.33333333333333, 'Low Risk'),
(133186, 71, 16, '08:46.1', 36.88687964407403, 95.11236750765087, 131, 80, 52, 'Female', 97.63466791231416, 1.5363479936337234, 0.1356463818605979, 51, 41.364221802855376, 97, 'High Risk'),
(133187, 64, 16, '07:46.1', 36.82082659579798, 98.38940692160202, 139, 73, 42, 'Female', 53.829542669245065, 1.7390607372842362, 0.073856299, 66, 17.798819129575044, 95, 'High Risk'),
(133188, 89, 18, '06:46.1', 36.107752264709326, 98.91092620358467, 128, 72, 67, 'Female', 52.85620207071674, 1.7410246109095953, 0.10788603713949213, 56, 17.437576806342665, 90.66666666666666, 'High Risk'),
(133189, 61, 12, '05:46.1', 36.62810362708076, 97.90855172167674, 117, 85, 71, 'Male', 59.64766337481666, 1.6280163356958472, 0.091282235, 32, 22.50483943395696, 95.66666666666667, 'Low Risk'),
(133190, 98, 18, '04:46.1', 36.31330652854036, 98.87198091571624, 135, 81, 84, 'Male', 70.37912701855721, 1.702198725, 0.10519163881231375, 54, 24.289767289352508, 99, 'High Risk'),
(133191, 65, 12, '03:46.1', 37.03644422187715, 99.30318708968097, 122, 86, 71, 'Female', 81.01232044829199, 1.6482797830980074, 0.14840496049432395, 36, 29.818734505381673, 98, 'Low Risk'),
(133192, 98, 18, '02:46.1', 36.16516020591702, 96.03918168796238, 118, 73, 35, 'Female', 99.94926410710234, 1.6402085371673092, 0.14091142589890943, 45, 37.15193727522206, 88, 'High Risk'),
(133193, 89, 15, '01:46.1', 37.305173291621614, 96.05659914275444, 121, 76, 79, 'Female', 69.99229722, 1.7093490126355004, 0.074420483, 45, 23.954590817310056, 91, 'Low Risk'),
(133194, 70, 15, '00:46.1', 36.754691597174514, 99.62254465910956, 135, 71, 46, 'Female', 83.98564819925623, 1.6575541398501499, 0.12068708297066917, 64, 30.568183626269185, 92.33333333333333, 'High Risk'),
(133195, 85, 19, '59:46.1', 36.724485900914104, 95.87345449179804, 121, 88, 32, 'Female', 52.15144250077452, 1.512366015811739, 0.060606765472311544, 33, 22.80092708713229, 99, 'Low Risk'),
(133196, 85, 14, '58:46.1', 36.64189846103872, 97.40468574, 135, 75, 66, 'Female', 68.20725872301176, 1.6062878283098954, 0.071280111, 60, 26.435276570271228, 95, 'Low Risk'),
(133197, 71, 16, '57:46.1', 36.69980742137888, 96.87204182791605, 126, 77, 45, 'Female', 82.41082663286085, 1.8542092636792717, 0.091856746, 49, 23.969930644185546, 93.33333333333333, 'Low Risk'),
(133198, 81, 18, '56:46.1', 36.160082594903855, 96.49073722475133, 133, 80, 85, 'Male', 72.55054959957266, 1.5352363024356088, 0.081117367, 53, 30.781532945522034, 97.66666666666666, 'High Risk'),
(133199, 92, 13, '55:46.1', 36.70499520873025, 99.6774755, 124, 88, 47, 'Female', 93.80469609385679, 1.6373383093597282, 0.10987041691897353, 36, 34.990305491798146, 100, 'High Risk'),
(133200, 69, 14, '54:46.1', 37.08052508253684, 95.01135419408483, 118, 76, 88, 'Female', 69.96641101484379, 1.7829048711909523, 0.085553916, 42, 22.010669559868735, 90, 'Low Risk'),
(133201, 64, 12, '53:46.1', 37.32167544616659, 99.32569843731068, 122, 80, 83, 'Female', 72.28222724830931, 1.823633377, 0.054122188, 42, 21.73484070698718, 94, 'Low Risk'),
(133202, 64, 12, '52:46.1', 36.91222242285355, 95.89141689591727, 125, 80, 65, 'Male', 91.77198111, 1.608863087956405, 0.09940622, 45, 35.45454623640435, 95, 'High Risk'),
(133203, 65, 18, '51:46.1', 36.886755948349204, 95.85174354, 139, 76, 77, 'Female', 50.84341324809239, 1.9553649301805471, 0.096156094, 63, 13.297777273710075, 97, 'High Risk'),
(133204, 75, 12, '50:46.1', 37.160074664277964, 97.61055206460273, 123, 85, 30, 'Female', 69.80355760071329, 1.5665476057475523, 0.050662162, 38, 28.443979898132486, 97.66666666666667, 'Low Risk'),
(133205, 85, 12, '49:46.1', 36.47558864917889, 98.63235494186029, 138, 74, 33, 'Female', 84.79446796208896, 1.7135278702849162, 0.074305004, 64, 28.879201066255703, 95.33333333333333, 'Low Risk'),
(133206, 60, 15, '48:46.1', 36.748123811720895, 97.67862340817591, 135, 76, 79, 'Male', 60.36292149, 1.5616088037792213, 0.11365079202518452, 59, 24.75288097347329, 95.66666666666666, 'Low Risk'),
(133207, 63, 15, '47:46.1', 37.39394950206981, 96.94300270795624, 110, 85, 80, 'Female', 95.43931189801432, 1.688209250450903, 0.08536032, 25, 33.48688481, 93.33333333333333, 'High Risk'),
(133208, 74, 19, '46:46.1', 36.942702560837574, 99.29999888, 116, 86, 29, 'Female', 71.99387550755195, 1.9843613661442243, 0.077176524, 30, 18.283276472403923, 96, 'High Risk'),
(133209, 95, 12, '45:46.1', 36.29165701905141, 95.72761285896146, 114, 81, 69, 'Female', 56.28274040946546, 1.8411527198730488, 0.0741488, 33, 16.603345582454008, 92, 'High Risk'),
(133210, 91, 12, '44:46.1', 36.87119106537662, 96.35125919265128, 131, 70, 70, 'Male', 69.93908965972378, 1.8014124551936965, 0.14002292852459786, 61, 21.552301446244734, 90.33333333333333, 'High Risk'),
(133211, 62, 12, '43:46.1', 37.26413248442788, 97.93976377670916, 138, 71, 73, 'Male', 56.90491136805356, 1.5928939448678823, 0.11251455862792195, 67, 22.427250221130564, 93.33333333333333, 'Low Risk'),
(133212, 72, 17, '42:46.1', 36.99170812371699, 95.434899, 110, 77, 85, 'Male', 71.07582182028558, 1.6879021071026723, 0.11424339339694353, 33, 24.947519989800007, 88, 'Low Risk'),
(133213, 98, 19, '41:46.1', 36.32422903744105, 98.56457964255527, 121, 76, 66, 'Female', 67.98615627224414, 1.9365415984031185, 0.1368005481847907, 45, 18.12870689678773, 91, 'High Risk'),
(133214, 64, 13, '40:46.1', 37.475029634572124, 98.19149044222634, 138, 83, 81, 'Male', 93.45896672739511, 1.5643276757842124, 0.064157404, 55, 38.191394613542286, 101.33333333333333, 'High Risk'),
(133215, 60, 15, '39:46.1', 37.309939158948765, 96.54846603754501, 113, 85, 58, 'Male', 92.28130020667186, 1.8191823146497463, 0.14371553704084028, 28, 27.8843968, 94.33333333333333, 'Low Risk'),
(133216, 86, 14, '38:46.1', 36.81125712831782, 99.63609155787663, 130, 76, 44, 'Female', 78.80566846679145, 1.9492345604580592, 0.14333268284144898, 54, 20.74097898223822, 94, 'Low Risk'),
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(133392, 88, 16, '42:46.1', 36.52927147427423, 98.70411743925682, 111, 81, 42, 'Male', 60.647742670676756, 1.5701974827904173, 0.12859615186194567, 30, 24.598356270015685, 91, 'Low Risk'),
(133393, 80, 15, '41:46.1', 36.014414211881075, 96.06815067554896, 113, 71, 44, 'Female', 65.41634227823127, 1.8908363248013684, 0.14387949277792533, 42, 18.296936601207566, 85, 'High Risk'),
(133394, 81, 17, '40:46.1', 36.88563935929016, 98.69983073627895, 124, 84, 33, 'Male', 85.01720909748067, 1.5383584448675225, 0.11897265475805088, 40, 35.924585355371114, 97.33333333333333, 'High Risk'),
(133395, 76, 17, '39:46.1', 36.65448371631874, 97.23436733450683, 135, 77, 58, 'Male', 63.96507485658728, 1.683089285638465, 0.084706283, 58, 22.58024250510135, 96.33333333333333, 'Low Risk'),
(133396, 83, 12, '38:46.1', 37.188220717666695, 99.31723905043643, 127, 89, 37, 'Female', 67.59383806940406, 1.7837317551328502, 0.078115542, 38, 21.24457361178459, 101.66666666666667, 'Low Risk'),
(133397, 99, 17, '37:46.1', 36.53903492034305, 95.21860947082904, 132, 72, 44, 'Male', 57.41937745160524, 1.7655852264843623, 0.103436174, 60, 18.41963869122453, 92, 'High Risk'),
(133398, 62, 14, '36:46.1', 36.28750245, 96.93798602550532, 133, 84, 32, 'Female', 77.58397727493544, 1.7294472880123892, 0.096769699, 49, 25.939247933408286, 100.33333333333333, 'Low Risk'),
(133399, 76, 18, '35:46.1', 37.08235338155049, 98.58576837921288, 137, 82, 31, 'Male', 73.96509807, 1.628601043284963, 0.10785915806959649, 55, 27.886718969391065, 100.33333333333333, 'Low Risk'),
(133400, 75, 14, '34:46.1', 36.16215946866831, 97.73235028468807, 117, 74, 48, 'Male', 68.82455531089906, 1.5758813337178554, 0.13863402338610661, 43, 27.713819962173456, 88.33333333333333, 'Low Risk'),
(133401, 69, 14, '33:46.1', 37.22811049309577, 98.19043226213402, 118, 80, 39, 'Male', 96.43272837172469, 1.6137193092409667, 0.099166226, 38, 37.03125776674714, 92.66666666666667, 'High Risk'),
(133402, 60, 13, '32:46.1', 36.01199401623614, 99.67572653209723, 116, 72, 46, 'Female', 56.99460883640111, 1.9735932145607666, 0.057762204, 44, 14.632498582280363, 86.66666666666667, 'High Risk'),
(133403, 68, 19, '31:46.1', 36.011616359051544, 97.36202715163672, 132, 86, 63, 'Male', 90.67608144309003, 1.7620710909538715, 0.085723663, 46, 29.20423884913447, 101.33333333333333, 'Low Risk'),
(133404, 98, 16, '30:46.1', 36.897742475241444, 95.16841087363574, 131, 78, 40, 'Male', 77.07006739425529, 1.8332275348946072, 0.087691772, 53, 22.932584128289786, 95.66666666666666, 'High Risk'),
(133405, 72, 16, '29:46.1', 36.02197039848229, 95.94722015372415, 132, 88, 80, 'Male', 58.38525545757851, 1.993095488274196, 0.14310878866118737, 44, 14.69761857694553, 102.66666666666667, 'High Risk'),
(133406, 98, 12, '28:46.1', 36.08468184519654, 99.67302274, 133, 71, 76, 'Female', 72.04944954440857, 1.7815120940334648, 0.050789666040557326, 62, 22.701424891404475, 91.66666666666666, 'High Risk'),
(133407, 94, 15, '27:46.1', 37.20463064586116, 95.88786073527041, 133, 71, 25, 'Male', 96.84325794426583, 1.6599032429163776, 0.12686220408085047, 62, 35.14826114631175, 91.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(133409, 85, 14, '25:46.1', 37.08391062908498, 97.29546518650609, 121, 77, 81, 'Female', 58.65822504991773, 1.5857950827841978, 0.1160216528274874, 44, 23.32570526406982, 91.66666666666667, 'Low Risk'),
(133410, 88, 17, '24:46.1', 36.578077999914974, 96.39504687480523, 116, 82, 40, 'Female', 56.49121236619508, 1.9712850932832244, 0.12146617525852817, 34, 14.537241983317458, 93.33333333333333, 'High Risk'),
(133411, 79, 12, '23:46.1', 37.05451515005689, 96.24948811778873, 135, 75, 72, 'Male', 51.89867408669004, 1.5813697623852934, 0.1187022399564547, 60, 20.753406938698376, 95, 'Low Risk'),
(133412, 90, 15, '22:46.1', 37.00422269932789, 95.96777437360632, 117, 76, 33, 'Female', 86.34359656520145, 1.9706584843542663, 0.13408805162813658, 41, 22.23347774, 89.66666666666667, 'Low Risk'),
(133413, 89, 12, '21:46.1', 36.37333014121609, 99.59375731314171, 134, 83, 41, 'Female', 98.13039288643736, 1.7706087061982712, 0.069728904, 51, 31.30100968713051, 100, 'High Risk'),
(133414, 71, 15, '20:46.1', 37.08527007570721, 96.81774553, 134, 80, 47, 'Male', 90.08336413319357, 1.8638891623627127, 0.093621183, 54, 25.930114240501133, 98, 'Low Risk'),
(133415, 95, 15, '19:46.1', 36.90870481584907, 97.33180281911909, 126, 79, 26, 'Female', 88.00308818714818, 1.9834945925855396, 0.13158856192825485, 47, 22.36844896, 94.66666666666667, 'High Risk'),
(133416, 71, 12, '18:46.1', 36.57862893495321, 95.01953238655881, 121, 89, 58, 'Male', 88.81716215813768, 1.561979898417016, 0.077710828, 32, 36.40374064968808, 99.66666666666667, 'High Risk'),
(133417, 80, 12, '17:46.1', 36.53979689493228, 95.40529152982239, 118, 80, 81, 'Female', 87.60396958086682, 1.7360312233791104, 0.12460031286953883, 38, 29.067569657945068, 92.66666666666667, 'Low Risk'),
(133418, 96, 17, '16:46.1', 36.781682071936686, 99.68460177889534, 139, 71, 51, 'Male', 97.78167381089315, 1.8533052746104959, 0.1486194948378018, 68, 28.468431747144656, 93.66666666666666, 'High Risk'),
(133419, 61, 12, '15:46.1', 37.361531646352844, 95.96847805899529, 124, 84, 57, 'Female', 64.84033302942399, 1.542057174305558, 0.147982794, 40, 27.267434865113746, 97.33333333333333, 'Low Risk'),
(133420, 60, 16, '14:46.1', 37.30500549181669, 97.68153660958708, 110, 74, 27, 'Female', 61.78118788440541, 1.712566745941927, 0.10749902108124934, 36, 21.064989199413024, 86, 'Low Risk'),
(133421, 60, 14, '13:46.1', 37.16610883782033, 98.08075041619031, 128, 88, 36, 'Male', 66.26993977417278, 1.5692665624484452, 0.13678439926018374, 40, 26.910584693439432, 101.33333333333333, 'Low Risk'),
(133422, 72, 14, '12:46.1', 37.154979849836984, 96.51493657428092, 123, 71, 64, 'Female', 52.19271192818815, 1.6655800836608048, 0.1049934751893388, 52, 18.813899733985064, 88.33333333333333, 'Low Risk'),
(133423, 71, 17, '11:46.1', 36.587018617882656, 97.41836386618235, 137, 74, 69, 'Female', 52.392363156306246, 1.811349150086394, 0.056292602144161014, 63, 15.96848241715245, 95, 'High Risk'),
(133424, 70, 12, '10:46.1', 36.94839969367782, 96.97717236630129, 128, 74, 50, 'Male', 75.53300074386735, 1.7686922099261215, 0.13826181740586557, 54, 24.14527813489337, 92, 'Low Risk'),
(133425, 66, 16, '09:46.1', 36.42742216268419, 99.20451571340156, 115, 89, 28, 'Male', 93.65458240136988, 1.6274204884571546, 0.050114632, 26, 35.36140181444039, 97.66666666666667, 'High Risk'),
(133426, 71, 19, '08:46.1', 37.31338647948335, 95.31833601927224, 116, 71, 19, 'Male', 71.08085620198024, 1.735517404599042, 0.067694595, 45, 23.599059962178217, 86, 'Low Risk'),
(133427, 74, 12, '07:46.1', 36.50787178198266, 96.04913814720231, 132, 79, 88, 'Male', 56.310146164843225, 1.621881099, 0.12175760157718964, 53, 21.406646111211057, 96.66666666666666, 'Low Risk'),
(133428, 71, 12, '06:46.1', 36.04056993290929, 96.45095474, 135, 81, 25, 'Male', 91.81460912553703, 1.9837736567637372, 0.10625755428576969, 54, 23.330688329338145, 99, 'Low Risk'),
(133429, 70, 17, '05:46.1', 36.563992988397295, 96.15351732575415, 129, 81, 43, 'Female', 97.27943132473283, 1.6176234155777582, 0.1421782300631224, 48, 37.17630080305659, 97, 'High Risk'),
(133430, 83, 14, '04:46.1', 36.43061330642082, 95.51076413, 134, 80, 30, 'Female', 80.23434900950919, 1.8837977387939515, 0.10910819007436909, 54, 22.60954334264394, 98, 'Low Risk'),
(133431, 64, 18, '03:46.1', 36.71449831962057, 99.76077280541317, 120, 72, 55, 'Female', 80.32467405737066, 1.729628973753488, 0.10285600999923637, 48, 26.84992447912543, 88, 'Low Risk'),
(133432, 79, 12, '02:46.1', 37.41370250868378, 97.21656651219409, 116, 71, 39, 'Female', 67.71477802894991, 1.9429572153904728, 0.11060053418842605, 45, 17.93729639258721, 86, 'High Risk'),
(133433, 92, 19, '01:46.1', 36.24331941292947, 97.09879110657461, 132, 73, 57, 'Female', 69.34543188051971, 1.8361581371505493, 0.087557705, 59, 20.56826665461115, 92.66666666666666, 'High Risk'),
(133434, 93, 12, '00:46.1', 37.093753990868386, 97.61443551, 119, 87, 78, 'Female', 53.98550340465055, 1.6901947814112552, 0.055486744880309316, 32, 18.897469040949456, 97.66666666666667, 'High Risk'),
(133435, 68, 13, '59:46.1', 36.43095352476942, 97.17184387219108, 119, 84, 66, 'Male', 99.76641008, 1.9464632150554646, 0.092320207, 35, 26.332490961445817, 95.66666666666667, 'Low Risk'),
(133436, 93, 17, '58:46.1', 36.76760049117526, 96.49311873748161, 134, 88, 34, 'Female', 93.22672199729405, 1.6712246180222972, 0.10563018476956525, 46, 33.37880352457985, 103.33333333333333, 'High Risk'),
(133437, 89, 13, '57:46.1', 36.8774726, 95.92084339804397, 114, 72, 76, 'Female', 57.239557131084894, 1.9802310566427037, 0.1444166528896922, 42, 14.59703099110618, 86, 'High Risk'),
(133438, 74, 16, '56:46.1', 36.524245291387196, 97.18563751583663, 118, 83, 78, 'Female', 82.04010377567255, 1.8447975380917079, 0.078964128, 35, 24.106201380876218, 94.66666666666667, 'Low Risk'),
(133439, 96, 13, '55:46.1', 36.56702973161029, 95.08926047435911, 136, 88, 27, 'Male', 60.513250873459505, 1.902493084001513, 0.10242169865803763, 48, 16.71876953751277, 104, 'High Risk'),
(133440, 63, 18, '54:46.1', 36.04943567162446, 99.16154581790722, 128, 84, 29, 'Female', 51.35546339931492, 1.5624443887212836, 0.074792443, 44, 21.036695224938907, 98.66666666666667, 'Low Risk'),
(133441, 82, 19, '53:46.1', 36.43498302066298, 96.85714480491427, 131, 77, 21, 'Male', 94.30855559421363, 1.6939295898428497, 0.11506541290796725, 54, 32.86702419650299, 95, 'High Risk'),
(133442, 83, 16, '52:46.1', 36.262704113354474, 96.06080635060769, 117, 72, 60, 'Male', 60.712052442460994, 1.8955400749887765, 0.1327575483539437, 45, 16.89697548, 87, 'High Risk'),
(133443, 94, 15, '51:46.1', 37.42663268576538, 98.96776382599846, 110, 70, 68, 'Female', 82.73328846241651, 1.9746421925247684, 0.07157929, 40, 21.217951973381815, 83.33333333333333, 'High Risk'),
(133444, 92, 19, '50:46.1', 37.10181181, 95.87266420110039, 117, 78, 57, 'Male', 70.64510924, 1.9437958843870444, 0.14298175305981153, 39, 18.697381288041747, 91, 'High Risk'),
(133445, 64, 19, '49:46.1', 37.08054128003419, 98.76289327789307, 116, 82, 48, 'Male', 82.22376349848318, 1.6504918405933209, 0.13721832496182462, 34, 30.18356879059659, 93.33333333333333, 'High Risk'),
(133446, 68, 16, '48:46.1', 37.06642301819676, 95.95567385748733, 112, 83, 42, 'Female', 72.25358012737395, 1.6603771032290504, 0.088182797, 29, 26.208725333528548, 92.66666666666667, 'Low Risk'),
(133447, 76, 14, '47:46.1', 37.30006769314407, 98.29694047915746, 116, 82, 69, 'Male', 83.06158642400581, 1.6582799084127717, 0.050585799, 34, 30.205396696429663, 93.33333333333333, 'High Risk'),
(133448, 78, 12, '46:46.1', 36.83877962535786, 96.13164948899517, 136, 75, 53, 'Female', 95.25116939629635, 1.8055144815640949, 0.12595246450571376, 61, 29.219202881038886, 95.33333333333333, 'Low Risk'),
(133449, 74, 14, '45:46.1', 36.82967710095339, 99.71931624024462, 111, 74, 84, 'Female', 73.53192717517081, 1.961505604122423, 0.096089915, 37, 19.11159096491563, 86.33333333333333, 'Low Risk'),
(133450, 63, 14, '44:46.1', 36.55641852610143, 98.58300657166001, 120, 71, 80, 'Female', 65.41698698248302, 1.506733653333256, 0.12982649244321934, 49, 28.814929429615997, 87.33333333333333, 'Low Risk'),
(133451, 80, 18, '43:46.1', 37.13303692747628, 97.79408494936325, 117, 87, 59, 'Male', 51.04083289389648, 1.9874795073765201, 0.078966505, 30, 12.92148518153285, 97, 'High Risk'),
(133452, 91, 12, '42:46.1', 37.297925677014774, 97.27513388337462, 121, 88, 73, 'Male', 61.98479159, 1.719605722661324, 0.13071939716115313, 33, 20.961742507338908, 99, 'High Risk'),
(133453, 77, 16, '41:46.1', 37.49761644, 95.34578132, 129, 89, 26, 'Female', 95.03667349372432, 1.6453845156015876, 0.12219544704267649, 40, 35.10398455, 102.33333333333333, 'High Risk'),
(133454, 78, 17, '40:46.1', 36.44937637304293, 98.75538131606939, 138, 74, 29, 'Male', 74.38978333, 1.8692142771814075, 0.13902431187773606, 64, 21.290953659110784, 95.33333333333333, 'Low Risk'),
(133455, 97, 17, '39:46.1', 36.085910112621036, 95.11651841, 133, 73, 77, 'Female', 50.895350390091465, 1.5238089246729427, 0.13920344270059226, 60, 21.918815597582423, 93, 'High Risk'),
(133456, 62, 15, '38:46.1', 37.304355317990854, 99.54539304384201, 118, 85, 86, 'Male', 84.22931548330124, 1.7107932024737516, 0.12764262441312885, 33, 28.778505664881482, 96, 'Low Risk'),
(133457, 93, 18, '37:46.1', 36.56384795149736, 96.62722756, 125, 72, 31, 'Male', 82.08242392422213, 1.9633322619635676, 0.1427438615567157, 53, 21.294260698127147, 89.66666666666666, 'High Risk'),
(133458, 86, 13, '36:46.1', 37.29227502384979, 95.15396521473338, 137, 81, 21, 'Female', 62.556630591646964, 1.8732025941582469, 0.12537166811245495, 56, 17.828050176253736, 99.66666666666666, 'High Risk'),
(133459, 89, 16, '35:46.1', 37.49213517424204, 98.22912384987994, 116, 85, 79, 'Male', 67.54493963126023, 1.5927042248003271, 0.053542606, 31, 26.62701934016902, 95.33333333333333, 'Low Risk'),
(133460, 89, 16, '34:46.1', 36.55118730888276, 95.08106072782664, 112, 80, 33, 'Female', 85.61457868, 1.7060874607881862, 0.094999199, 32, 29.413394083517144, 90.66666666666667, 'Low Risk'),
(133461, 80, 17, '33:46.1', 37.216850445178565, 95.11775725, 119, 88, 43, 'Male', 88.70058731881257, 1.570769609217492, 0.059817641, 31, 35.95021692727484, 98.33333333333333, 'High Risk'),
(133462, 69, 13, '32:46.1', 37.14007822, 99.53903576887986, 119, 71, 19, 'Male', 57.85457040642417, 1.7403772923499146, 0.062974959, 48, 19.100769193285572, 87, 'Low Risk'),
(133463, 90, 18, '31:46.1', 36.27697912461089, 95.95471088, 133, 75, 56, 'Female', 98.14844741668654, 1.9230728804263852, 0.084433475, 58, 26.539451762672858, 94.33333333333333, 'Low Risk'),
(133464, 76, 12, '30:46.1', 37.15916992850565, 95.30171520589215, 114, 70, 48, 'Male', 85.90569976446687, 1.6121096861037287, 0.1315405541611589, 44, 33.05466842606891, 84.66666666666667, 'High Risk'),
(133465, 93, 18, '29:46.1', 37.320199048992684, 96.37800812211411, 110, 70, 24, 'Male', 69.47655224784721, 1.5283885532244228, 0.069785614, 40, 29.742036740167936, 83.33333333333333, 'High Risk'),
(133466, 70, 13, '28:46.1', 36.704005790269925, 99.55799135100379, 130, 89, 19, 'Male', 74.74600677524897, 1.5156473229146603, 0.1377188144028263, 41, 32.53806200373773, 102.66666666666667, 'High Risk'),
(133467, 89, 15, '27:46.1', 36.23934278872517, 95.35938767484946, 130, 80, 78, 'Female', 51.11480935287147, 1.576869565505137, 0.14577951778829396, 50, 20.556785443917498, 96.66666666666666, 'Low Risk'),
(133468, 66, 19, '26:46.1', 36.194441542568214, 96.94079277689126, 120, 78, 77, 'Female', 51.49089824253099, 1.7194628056594663, 0.099190061, 42, 17.415858851910002, 92, 'High Risk'),
(133469, 98, 17, '25:46.1', 36.19807296047174, 96.14001912493417, 114, 87, 49, 'Male', 85.98421586364216, 1.6057243582544596, 0.1037449303258322, 27, 33.34853376, 96, 'High Risk'),
(133470, 97, 19, '24:46.1', 37.211548119535784, 99.85359802145206, 127, 81, 77, 'Female', 72.64127336420042, 1.8204585291746909, 0.12689805821559166, 46, 21.919057129821518, 96.33333333333333, 'High Risk'),
(133471, 67, 15, '23:46.1', 37.112106287163655, 97.50995929434717, 115, 74, 88, 'Male', 88.76110800501237, 1.6887672273694956, 0.11217584919962242, 41, 31.123120211594795, 87.66666666666667, 'High Risk'),
(133472, 67, 14, '22:46.1', 37.303890179825146, 98.18878820668161, 135, 80, 56, 'Female', 71.92202760497987, 1.6464619354448191, 0.12490906929414856, 55, 26.53130015893134, 98.33333333333333, 'Low Risk'),
(133473, 93, 15, '21:46.1', 37.04914083, 97.53575650206149, 135, 89, 73, 'Male', 98.57221385036911, 1.9202742960827626, 0.098003644, 46, 26.73178584266738, 104.33333333333333, 'High Risk'),
(133474, 90, 16, '20:46.1', 36.52406377925018, 95.53936187619819, 115, 72, 79, 'Female', 60.659190678602435, 1.824622017, 0.1437195474518636, 43, 18.220101399815103, 86.33333333333333, 'High Risk'),
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(133649, 92, 12, '25:46.1', 36.06036345245003, 95.42137683644236, 126, 81, 32, 'Female', 64.28674103, 1.871580842308637, 0.061840413363765126, 45, 18.352880124924656, 96, 'High Risk'),
(133650, 87, 15, '24:46.1', 37.05792031122955, 96.40432845938122, 135, 81, 37, 'Male', 65.15547196098159, 1.643028097049581, 0.13832825877384397, 54, 24.135756431122978, 99, 'Low Risk'),
(133651, 77, 17, '23:46.1', 36.99547114455574, 97.16063844424271, 125, 74, 49, 'Male', 53.06926899352899, 1.8091679537477292, 0.057841241720482696, 51, 16.213819454046764, 91, 'High Risk'),
(133652, 72, 18, '22:46.1', 36.257119867998135, 97.69630053, 133, 71, 84, 'Male', 74.55212903961976, 1.6790332564297779, 0.14019498682454284, 62, 26.444871066786185, 91.66666666666666, 'Low Risk'),
(133653, 70, 12, '21:46.1', 36.730586783168256, 96.16149045694212, 131, 75, 25, 'Female', 51.017300727952616, 1.8781919683456627, 0.096820691, 56, 14.462305081265175, 93.66666666666666, 'High Risk'),
(133654, 87, 15, '20:46.1', 36.59650258899213, 98.11930278, 137, 75, 53, 'Female', 85.55769605380105, 1.7555334028507183, 0.10951602466163128, 62, 27.761369501068245, 95.66666666666666, 'Low Risk'),
(133655, 61, 16, '19:46.1', 36.86078813753767, 96.64904298096427, 137, 86, 89, 'Female', 76.37875891510214, 1.6373615513375874, 0.11807957053035836, 51, 28.489407756961867, 103, 'Low Risk'),
(133656, 94, 16, '18:46.1', 36.86341687961918, 99.78335094, 116, 89, 48, 'Male', 61.084113182634695, 1.968791617699396, 0.11954804680353834, 27, 15.759004149600882, 98, 'High Risk'),
(133657, 69, 14, '17:46.1', 36.05555901318612, 96.44839986298672, 133, 86, 85, 'Female', 71.95876259, 1.8613479851998942, 0.096884304, 47, 20.76961946099461, 101.66666666666667, 'Low Risk'),
(133658, 92, 17, '16:46.1', 37.28505964283367, 97.68614776445727, 134, 80, 25, 'Male', 83.03531023929276, 1.5538280172840842, 0.11664473582418736, 54, 34.39195917808973, 98, 'High Risk'),
(133659, 75, 17, '15:46.1', 36.98672041016371, 97.60962757063096, 122, 82, 27, 'Female', 74.56403394, 1.6593548669876093, 0.13075258889827301, 40, 27.080136460560087, 95.33333333333333, 'Low Risk'),
(133660, 81, 13, '14:46.1', 37.39854834159517, 96.48139541644974, 119, 86, 84, 'Female', 62.237627993331735, 1.5071333085226688, 0.060222012, 33, 27.39994532511545, 97, 'Low Risk'),
(133661, 68, 17, '13:46.1', 36.02366716519503, 97.44391455, 121, 76, 36, 'Male', 60.116666873556476, 1.5798695087910057, 0.096184416, 45, 24.085322103621888, 91, 'Low Risk'),
(133662, 85, 17, '12:46.1', 37.12228867158369, 99.43247319235302, 123, 89, 22, 'Male', 82.66037737367125, 1.745883815539784, 0.12888480976799382, 34, 27.11856504837192, 100.33333333333333, 'Low Risk'),
(133663, 73, 15, '11:46.1', 36.407814343419275, 97.03022374185475, 110, 88, 33, 'Female', 62.57583725, 1.8082663779238997, 0.13641151496290388, 22, 19.13735241468052, 95.33333333333333, 'Low Risk'),
(133664, 86, 19, '10:46.1', 36.575895646761595, 96.56248647038775, 127, 80, 85, 'Female', 92.38952745951948, 1.581028565387502, 0.057080359897081795, 47, 36.96096593606551, 95.66666666666667, 'High Risk'),
(133665, 68, 16, '09:46.1', 37.29156622, 98.75101793268075, 116, 85, 45, 'Female', 66.71583583027476, 1.9822225119465258, 0.099696467, 31, 16.979469733912925, 95.33333333333333, 'High Risk'),
(133666, 63, 14, '08:46.1', 37.48927896587422, 99.59646840114118, 122, 73, 56, 'Female', 75.99693865411221, 1.6903401568581276, 0.070083648, 49, 26.597932541148012, 89.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(133668, 72, 12, '06:46.1', 37.26598546789791, 98.99798782156395, 135, 70, 70, 'Female', 82.2412423, 1.533420223813347, 0.13495074410954644, 65, 34.97577033, 91.66666666666666, 'High Risk'),
(133669, 90, 13, '05:46.1', 36.874158404407886, 98.54340506350205, 120, 88, 46, 'Male', 86.7885248, 1.620873594289359, 0.066219726, 32, 33.03421659919437, 98.66666666666667, 'High Risk'),
(133670, 95, 13, '04:46.1', 36.88740712998241, 98.28094020826022, 128, 81, 67, 'Female', 72.77894131246342, 1.6594271532644433, 0.061960586, 47, 26.42952448155508, 96.66666666666667, 'High Risk'),
(133671, 64, 17, '03:46.1', 36.90771181702055, 95.44493424026754, 115, 74, 89, 'Male', 51.99743914141487, 1.6468444392313646, 0.14592070132182375, 41, 19.172414067657172, 87.66666666666667, 'Low Risk'),
(133672, 90, 13, '02:46.1', 37.13032775175182, 96.04166421563747, 132, 75, 45, 'Male', 80.80761810053964, 1.5697331969490866, 0.077694352, 57, 32.794470247599484, 94, 'High Risk'),
(133673, 93, 18, '01:46.1', 36.29981646047906, 99.68544019927393, 128, 72, 80, 'Female', 74.97657518, 1.6011089357249773, 0.13682025221931848, 56, 29.247169093044892, 90.66666666666666, 'High Risk'),
(133674, 63, 16, '00:46.1', 36.13390897079549, 95.17915110607335, 117, 75, 68, 'Male', 83.67121968961388, 1.6399238422791753, 0.12924165336602927, 42, 31.11205800788518, 89, 'High Risk'),
(133675, 97, 16, '59:46.1', 37.304377668761994, 95.88987886, 127, 72, 23, 'Female', 76.82642163019462, 1.9533216746397344, 0.13254651001775514, 55, 20.13553007597356, 90.33333333333333, 'High Risk'),
(133676, 80, 19, '58:46.1', 37.47427363826013, 96.74270507, 125, 84, 67, 'Male', 88.84718110584532, 1.7091952404297355, 0.099111524, 41, 30.413072956668163, 97.66666666666667, 'High Risk'),
(133677, 67, 16, '57:46.1', 36.98834146215153, 95.27645838760003, 130, 74, 61, 'Male', 62.08728943396179, 1.6608770834299547, 0.1334338825174211, 56, 22.50752361703911, 92.66666666666666, 'Low Risk'),
(133678, 95, 17, '56:46.1', 36.16446638447675, 99.71469169794112, 125, 85, 88, 'Female', 92.66297493352121, 1.7723524684271366, 0.14368134695345325, 40, 29.49891552132348, 98.33333333333333, 'High Risk'),
(133679, 62, 19, '55:46.1', 36.05448831468563, 95.81049390009866, 119, 80, 54, 'Male', 58.02264034451561, 1.683803046073062, 0.095334001, 39, 20.46514876613635, 93, 'Low Risk'),
(133680, 63, 19, '54:46.1', 36.82011775, 98.90473372, 128, 70, 83, 'Female', 53.28703732748548, 1.5302855602876044, 0.08643853, 58, 22.75498818137067, 89.33333333333333, 'Low Risk'),
(133681, 92, 14, '53:46.1', 36.775324800729294, 99.16960045686938, 132, 77, 66, 'Male', 57.651426013000076, 1.614104516174487, 0.078811088, 55, 22.12823366615041, 95.33333333333333, 'High Risk'),
(133682, 66, 19, '52:46.1', 36.79605903174112, 99.13718224749547, 128, 83, 23, 'Male', 80.01467394786745, 1.8959484792524957, 0.088834935, 45, 22.259560062325296, 98, 'Low Risk'),
(133683, 77, 12, '51:46.1', 37.04795773769577, 95.41995947, 120, 84, 72, 'Female', 72.80217315598762, 1.5240043578339104, 0.090533537, 36, 31.345263537708778, 96, 'High Risk'),
(133684, 98, 13, '50:46.1', 37.449202902559485, 97.04709394, 114, 87, 56, 'Female', 61.76409593338592, 1.6180885332251178, 0.095308954, 27, 23.590194868376827, 96, 'High Risk'),
(133685, 82, 12, '49:46.1', 37.45538993456908, 99.13273797423035, 125, 71, 65, 'Male', 66.84445774322211, 1.947667612850628, 0.109687326, 54, 17.621209695519223, 89, 'High Risk'),
(133686, 61, 16, '48:46.1', 36.090596653185386, 97.73790926927664, 133, 75, 77, 'Male', 57.83571264, 1.5467391053905708, 0.082026144, 58, 24.17474823187209, 94.33333333333333, 'Low Risk'),
(133687, 77, 14, '47:46.1', 36.768157371537555, 96.71192472424788, 139, 82, 78, 'Male', 72.21736170914511, 1.521162784275087, 0.10431570678439284, 57, 31.209746060225996, 101, 'High Risk'),
(133688, 98, 12, '46:46.1', 36.07895644211404, 96.30764227007299, 133, 81, 22, 'Male', 55.10903389933161, 1.574947277816112, 0.081355034, 52, 22.217273295462064, 98.33333333333333, 'High Risk'),
(133689, 83, 13, '45:46.1', 36.902529113517446, 97.59528858420491, 120, 75, 32, 'Male', 51.866430442960635, 1.5159336690956504, 0.1336796663966049, 45, 22.56970914359796, 90, 'Low Risk'),
(133690, 86, 14, '44:46.1', 36.433046001345126, 96.14071703174798, 124, 74, 18, 'Male', 92.98126948, 1.6201102112387753, 0.13496813465233307, 50, 35.424714004744565, 90.66666666666666, 'High Risk'),
(133691, 63, 14, '43:46.1', 37.2148669, 96.38965477724076, 120, 71, 61, 'Male', 64.50369514780569, 1.5244765430697949, 0.093951248, 49, 27.755119506433726, 87.33333333333333, 'Low Risk'),
(133692, 95, 12, '42:46.1', 36.66393606240268, 97.51495034392028, 113, 78, 26, 'Female', 81.62849116943778, 1.8351703786166884, 0.090452932, 35, 24.23756504847605, 89.66666666666667, 'High Risk'),
(133693, 66, 12, '41:46.1', 37.16783393352919, 97.06421080600026, 110, 85, 81, 'Male', 91.53023657750622, 1.571052649680177, 0.061583145, 25, 37.08370399520639, 93.33333333333333, 'High Risk'),
(133694, 74, 17, '40:46.1', 36.90100597610443, 98.98960779189902, 127, 85, 84, 'Male', 95.66358897420555, 1.8216018541963508, 0.1243094140012589, 42, 28.829675278004277, 99, 'Low Risk'),
(133695, 70, 12, '39:46.1', 36.14972872984369, 96.77812226202371, 128, 85, 30, 'Male', 84.00892768941785, 1.8202747514789666, 0.11445147350596717, 43, 25.354295695383403, 99.33333333333333, 'Low Risk'),
(133696, 96, 18, '38:46.1', 36.251470987994544, 95.59955052841279, 139, 83, 69, 'Male', 80.91497578459551, 1.8729070053928552, 0.083038762, 56, 23.067284941262447, 101.66666666666666, 'High Risk'),
(133697, 92, 16, '37:46.1', 36.446353664704176, 99.25405329, 123, 80, 61, 'Male', 69.47818496398935, 1.9459119641205962, 0.14992646334417667, 43, 18.348564291867007, 94.33333333333333, 'High Risk'),
(133698, 79, 18, '36:46.1', 37.43518646477093, 95.53179515826976, 124, 74, 47, 'Female', 76.36699112009386, 1.5421651662378055, 0.079394987, 50, 32.11026584305474, 90.66666666666666, 'High Risk'),
(133699, 82, 16, '35:46.1', 36.71918425223828, 97.48263000838118, 126, 73, 82, 'Female', 64.31634861005502, 1.8179462559656394, 0.072581933, 53, 19.460737763849394, 90.66666666666666, 'Low Risk'),
(133700, 61, 17, '34:46.1', 36.55545292, 97.61188078508863, 133, 71, 41, 'Female', 94.13534485646116, 1.9805220041231542, 0.11980131644267454, 62, 23.999012622739958, 91.66666666666666, 'Low Risk'),
(133701, 62, 18, '33:46.1', 36.041758451731916, 98.42529755993598, 128, 72, 44, 'Male', 90.93880558204376, 1.6635445971794651, 0.053647701044970034, 56, 32.86096776901807, 90.66666666666666, 'High Risk'),
(133702, 71, 18, '32:46.1', 37.29389358, 95.52396541484697, 136, 79, 36, 'Male', 61.42091738085588, 1.758346090714661, 0.050110342, 57, 19.865869504611094, 98, 'Low Risk'),
(133703, 76, 18, '31:46.1', 37.032695176962484, 98.53174724413302, 136, 73, 28, 'Male', 91.58750448638857, 1.7617546495756007, 0.084752504, 63, 29.50838037961787, 94, 'Low Risk'),
(133704, 70, 17, '30:46.1', 36.189663275091405, 98.20622901804091, 133, 72, 68, 'Female', 91.35649762975858, 1.6815513667924944, 0.12296592682282069, 61, 32.30867627199699, 92.33333333333333, 'High Risk'),
(133705, 78, 17, '29:46.1', 37.03908338978751, 98.88906526832794, 130, 89, 86, 'Male', 67.59514719376439, 1.7745796491814805, 0.12293299795791929, 41, 21.464685254202653, 102.66666666666667, 'Low Risk'),
(133706, 98, 12, '28:46.1', 36.37885836875472, 99.34382605917864, 134, 73, 43, 'Female', 76.91863475141409, 1.8680181136809442, 0.087023042, 61, 22.04293403124848, 93.33333333333333, 'High Risk'),
(133707, 68, 13, '27:46.1', 37.10087390383325, 96.38792704425214, 113, 77, 55, 'Female', 58.48689951696717, 1.879232105821545, 0.13768035405759663, 36, 16.561426907813278, 89, 'High Risk'),
(133708, 92, 15, '26:46.1', 37.49150141127031, 99.09306864871427, 123, 73, 36, 'Female', 52.86197075496093, 1.731319459769877, 0.050108841277609645, 50, 17.635546776367896, 89.66666666666666, 'High Risk'),
(133709, 68, 14, '25:46.1', 36.56601651655356, 97.20815445111282, 136, 89, 70, 'Male', 73.59755866896066, 1.7193164394541116, 0.084193463, 47, 24.89727274361184, 104.66666666666667, 'Low Risk'),
(133710, 88, 15, '24:46.1', 36.01139337213884, 99.70546380060846, 132, 86, 27, 'Male', 67.06358022315064, 1.5060806629035426, 0.058029805, 46, 29.56584322828112, 101.33333333333333, 'Low Risk'),
(133711, 69, 12, '23:46.1', 36.29499197705733, 98.56042200177431, 122, 78, 20, 'Female', 50.11386923489536, 1.9220873481812852, 0.076007664, 44, 13.564746915620054, 92.66666666666667, 'High Risk'),
(133712, 98, 12, '22:46.1', 37.28411681459422, 99.94325586580055, 138, 73, 69, 'Female', 66.56042283481258, 1.9007801831161704, 0.085625398, 65, 18.422657630121883, 94.66666666666666, 'High Risk'),
(133713, 74, 12, '21:46.1', 36.24604618349859, 98.56497529308356, 114, 82, 61, 'Female', 64.16807664551993, 1.6873007277984007, 0.063509145, 32, 22.538968385408555, 92.66666666666667, 'Low Risk'),
(133714, 89, 15, '20:46.1', 36.853387337161074, 99.42209231353544, 135, 74, 29, 'Female', 58.07837484907112, 1.5611537237645803, 0.13388061521718592, 61, 23.829949215949053, 94.33333333333333, 'Low Risk'),
(133715, 63, 13, '19:46.1', 37.016123986416254, 98.29904101567179, 121, 71, 87, 'Male', 53.47866006914377, 1.6904437726717068, 0.14605229742944542, 50, 18.71453572537344, 87.66666666666666, 'Low Risk'),
(133716, 94, 16, '18:46.1', 36.525772607728456, 98.60736552, 112, 85, 22, 'Female', 80.71490997432245, 1.859542113112409, 0.053277883, 27, 23.34219700545477, 94, 'High Risk'),
(133717, 97, 13, '17:46.1', 36.316770626877236, 99.24749775438109, 129, 86, 28, 'Female', 91.10223378129925, 1.5794776614264328, 0.065784033, 43, 36.51758507240327, 100.33333333333333, 'High Risk'),
(133718, 89, 19, '16:46.1', 36.52036827491414, 97.9476706, 134, 87, 63, 'Male', 98.77075537733975, 1.7696405629615883, 0.11735311522550708, 47, 31.53974997761496, 102.66666666666667, 'High Risk'),
(133719, 60, 13, '15:46.1', 36.471520654245055, 98.01689621947388, 114, 79, 54, 'Male', 89.69744054902017, 1.7414414955236692, 0.11672610690800281, 35, 29.577555195816714, 90.66666666666667, 'Low Risk'),
(133720, 85, 16, '14:46.1', 37.398013819510595, 97.05397632433655, 130, 70, 52, 'Male', 68.43057884247662, 1.623560993, 0.075211158, 60, 25.96049662613055, 90, 'Low Risk'),
(133721, 88, 14, '13:46.1', 36.837720382706614, 96.67419789, 128, 76, 27, 'Male', 98.02028663730052, 1.9847515574412562, 0.12969947270535603, 52, 24.883053043573724, 93.33333333333333, 'Low Risk'),
(133722, 84, 16, '12:46.1', 37.12555847129595, 99.55192227525974, 112, 82, 52, 'Male', 51.93641247, 1.6961195329646739, 0.14944225820353574, 30, 18.05340130024915, 92, 'High Risk'),
(133723, 70, 12, '11:46.1', 36.105558999744616, 96.29425838778208, 112, 87, 32, 'Female', 52.99073773275481, 1.5850874559577721, 0.080614955, 25, 21.090822059824657, 95.33333333333333, 'Low Risk'),
(133724, 83, 16, '10:46.1', 37.327609058029424, 98.05153670917795, 137, 70, 56, 'Female', 72.31542663988557, 1.7398819215082941, 0.067671747, 67, 23.888638678363453, 92.33333333333333, 'Low Risk'),
(133725, 76, 19, '09:46.1', 37.08094795203637, 99.47946355992833, 133, 76, 36, 'Female', 80.16579104855813, 1.8533208542741846, 0.07635774, 57, 23.33930165327149, 95, 'Low Risk'),
(133726, 72, 17, '08:46.1', 37.41546839311794, 99.76422753855687, 136, 76, 83, 'Female', 88.41233522951163, 1.585375318186586, 0.074102782, 60, 35.17618012313223, 96, 'High Risk'),
(133727, 80, 13, '07:46.1', 36.61857635967023, 95.2010764, 134, 73, 39, 'Male', 64.92586160655144, 1.9797555200940729, 0.058743083872705604, 61, 16.565120390568108, 93.33333333333333, 'High Risk'),
(133728, 61, 13, '06:46.1', 37.029574282247694, 97.52938792569807, 117, 80, 59, 'Female', 70.15013312621448, 1.5301126366626558, 0.12311048775990545, 37, 29.962751735971793, 92.33333333333333, 'Low Risk'),
(133729, 75, 13, '05:46.1', 37.17836229806513, 97.73572762683946, 130, 85, 52, 'Male', 85.55538489305087, 1.5787878905784651, 0.11291024330617026, 45, 34.32414880468487, 100, 'High Risk'),
(133730, 98, 17, '04:46.1', 37.32184655884365, 96.38839970921474, 119, 80, 78, 'Female', 56.260958697244156, 1.9739380131697686, 0.050625056, 39, 14.439099436549874, 93, 'High Risk'),
(133731, 87, 17, '03:46.1', 37.38028313355792, 99.89535657, 134, 78, 81, 'Female', 90.35161924, 1.7575463912720197, 0.11903817282088076, 56, 29.249762609615786, 96.66666666666666, 'Low Risk'),
(133732, 76, 17, '02:46.1', 36.15459151, 98.71006403751733, 120, 89, 26, 'Female', 81.32840441, 1.7861816461038391, 0.06289318, 31, 25.491242648373326, 99.33333333333333, 'Low Risk'),
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(133908, 83, 18, '06:46.1', 36.79801935623111, 97.46765472388805, 123, 83, 32, 'Female', 73.65982634765757, 1.6346996973416283, 0.077701723, 40, 27.564792415100104, 96.33333333333333, 'Low Risk'),
(133909, 93, 12, '05:46.1', 36.28833509308492, 96.85532821855487, 123, 80, 64, 'Female', 79.96055413390293, 1.777793663493336, 0.072681366, 43, 25.299566939970457, 94.33333333333333, 'High Risk'),
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(133911, 89, 18, '03:46.1', 37.46927765186648, 96.51287087786616, 134, 85, 73, 'Female', 54.86725911514025, 1.5200227095202687, 0.066362879, 49, 23.747238428921523, 101.33333333333333, 'Low Risk'),
(133912, 72, 14, '02:46.1', 36.13219941, 96.48465003362001, 128, 81, 80, 'Female', 58.87663525998093, 1.5010016433001632, 0.14676920761666978, 47, 26.132481229920153, 96.66666666666667, 'Low Risk'),
(133913, 77, 19, '01:46.1', 36.661937126771775, 97.21557566470636, 137, 77, 77, 'Male', 87.82180298499603, 1.8162512175009466, 0.1260507576075629, 60, 26.622602762932214, 97, 'Low Risk'),
(133914, 86, 14, '00:46.1', 37.02846163506138, 97.18214297, 133, 88, 23, 'Male', 69.90962335616064, 1.569673972687549, 0.12224180615639985, 45, 28.373835598458694, 103, 'Low Risk'),
(133915, 99, 19, '59:46.1', 36.59828258435827, 97.62028540849035, 127, 86, 79, 'Male', 83.66784538664513, 1.9640827868214652, 0.12130294457665848, 41, 21.68897390129327, 99.66666666666667, 'High Risk'),
(133916, 62, 13, '58:46.1', 36.60242044182614, 99.67679207888055, 123, 85, 79, 'Female', 94.29892451, 1.6482058372062323, 0.12924711524217342, 38, 34.71233623147602, 97.66666666666667, 'High Risk'),
(133917, 75, 18, '57:46.1', 36.11715499506392, 96.50998337003203, 121, 81, 88, 'Female', 72.59555116422824, 1.9159736103534972, 0.061344542, 40, 19.77565882035966, 94.33333333333333, 'Low Risk'),
(133918, 67, 15, '56:46.1', 36.78142756722906, 97.26296433418734, 122, 72, 79, 'Female', 60.298356359180055, 1.974865355235251, 0.087635126, 50, 15.46074765669005, 88.66666666666666, 'High Risk'),
(133919, 60, 19, '55:46.1', 37.10242909764589, 96.77105423087723, 113, 72, 29, 'Male', 78.27102367673413, 1.9140161901921338, 0.10115458887764481, 41, 21.365339573352944, 85.66666666666667, 'Low Risk'),
(133920, 90, 15, '54:46.1', 37.103040396455114, 96.50285696657558, 126, 83, 25, 'Female', 91.40751455855494, 1.5781661441297452, 0.064801226, 43, 36.700878126186026, 97.33333333333333, 'High Risk'),
(133921, 93, 18, '53:46.1', 36.772950918437324, 95.95884656312319, 120, 75, 54, 'Male', 79.63988670693658, 1.8175144512390249, 0.062647041, 45, 24.10876080974214, 90, 'High Risk'),
(133922, 61, 13, '52:46.1', 36.27907192073479, 96.23411399745058, 128, 74, 45, 'Female', 56.59232795939277, 1.9804533623270228, 0.078821897, 54, 14.428737085067075, 92, 'High Risk'),
(133923, 63, 18, '51:46.1', 37.09445686474573, 98.51145303413765, 112, 78, 60, 'Male', 84.76092195795306, 1.9552803853934992, 0.070921224, 34, 22.17060705404907, 89.33333333333333, 'Low Risk'),
(133924, 61, 13, '50:46.1', 36.06334109252596, 99.32514374635996, 124, 86, 77, 'Female', 67.06515845110518, 1.5514937021857873, 0.11777871161933463, 38, 27.861014156130967, 98.66666666666667, 'Low Risk'),
(133925, 81, 17, '49:46.1', 37.09870124020613, 96.18464949544115, 136, 81, 86, 'Female', 55.02468355305718, 1.5427080706102023, 0.13411940159825778, 55, 23.120118227038937, 99.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(133927, 90, 15, '47:46.1', 37.01319244, 98.48132265, 126, 79, 35, 'Female', 85.51508377800721, 1.8266145093047776, 0.061092139653853905, 47, 25.630018486806218, 94.66666666666667, 'Low Risk'),
(133928, 72, 19, '46:46.1', 36.72083675948825, 95.09678951200884, 116, 83, 75, 'Male', 80.68704338550833, 1.9893740622386629, 0.14021931818633612, 33, 20.387825106898624, 94, 'Low Risk'),
(133929, 73, 15, '45:46.1', 37.19039491924911, 98.20104467273845, 129, 73, 38, 'Male', 73.04410141826364, 1.5977445029074129, 0.12815258618758318, 56, 28.613467245661198, 91.66666666666666, 'Low Risk'),
(133930, 85, 12, '44:46.1', 36.43398723, 96.55053001460257, 112, 77, 41, 'Male', 99.91784170251391, 1.7915047040709915, 0.060008508, 35, 31.132008379754005, 88.66666666666667, 'High Risk'),
(133931, 62, 18, '43:46.1', 36.227426551489614, 96.31075317464665, 123, 83, 80, 'Female', 60.39272534466345, 1.9916910099185818, 0.065603038, 40, 15.22441810433639, 96.33333333333333, 'High Risk'),
(133932, 82, 19, '42:46.1', 37.01039916536773, 99.04918158, 115, 73, 47, 'Male', 67.16487631347587, 1.549307919582801, 0.081991462, 42, 27.98122589489367, 87, 'Low Risk'),
(133933, 83, 19, '41:46.1', 36.378039579102605, 99.42292451408848, 135, 71, 83, 'Female', 99.92841400480694, 1.785834416409064, 0.13274768025340689, 64, 31.33333470340299, 92.33333333333333, 'High Risk'),
(133934, 91, 14, '40:46.1', 36.23988787267784, 96.31756034203664, 118, 70, 22, 'Female', 63.780884469979256, 1.7927176645880758, 0.065418249, 48, 19.845714612654078, 86, 'High Risk'),
(133935, 87, 17, '39:46.1', 37.31841695734028, 98.92419136410714, 130, 74, 46, 'Female', 50.44673157607864, 1.952337994473806, 0.066457717, 56, 13.23497183324328, 92.66666666666666, 'High Risk'),
(133936, 61, 16, '38:46.1', 36.94411035710529, 99.34997661261116, 110, 71, 52, 'Female', 96.23524646261006, 1.508452862424007, 0.128412218, 39, 42.293212645040676, 84, 'High Risk'),
(133937, 64, 14, '37:46.1', 37.08065925423759, 99.89407411512329, 128, 83, 62, 'Male', 79.48868178384646, 1.8076634402302103, 0.09566288, 45, 24.325968818384204, 98, 'Low Risk'),
(133938, 62, 16, '36:46.1', 37.484919290751854, 96.03952978862078, 128, 71, 76, 'Female', 96.17410562213477, 1.8390679223725739, 0.11541131563005329, 57, 28.435614477328723, 90, 'Low Risk'),
(133939, 64, 19, '35:46.1', 37.13618457, 95.22833105, 139, 84, 20, 'Male', 51.40818854422515, 1.901721391685089, 0.11224375937758267, 55, 14.21472681319626, 102.33333333333333, 'High Risk'),
(133940, 90, 13, '34:46.1', 37.34036152551196, 98.56550018475181, 134, 87, 18, 'Male', 52.295889625996836, 1.9422016528031492, 0.087490522, 47, 13.863692485828212, 102.66666666666667, 'High Risk'),
(133941, 80, 18, '33:46.1', 36.564865854781125, 99.37546960715792, 132, 78, 87, 'Female', 98.44519319739263, 1.519398064850925, 0.10027472472655358, 54, 42.64335616899898, 96, 'High Risk'),
(133942, 82, 12, '32:46.1', 36.18976013865887, 98.99481304, 110, 78, 30, 'Male', 86.70980758071664, 1.9847592261874933, 0.070870906, 32, 22.01164822, 88.66666666666667, 'Low Risk'),
(133943, 60, 19, '31:46.1', 37.109164296877935, 95.27123829270714, 135, 80, 73, 'Male', 53.805678157933635, 1.907244256912012, 0.050825361, 55, 14.791611033071376, 98.33333333333333, 'High Risk'),
(133944, 68, 17, '30:46.1', 37.13357296698409, 98.5688989, 119, 88, 35, 'Female', 85.57746592930421, 1.561910031416332, 0.081794894, 31, 35.079015305277345, 98.33333333333333, 'High Risk'),
(133945, 89, 18, '29:46.1', 36.22201794454906, 97.80981904654172, 134, 79, 22, 'Female', 63.77751164787857, 1.6286924646115932, 0.097547902, 55, 24.043040978771117, 97.33333333333333, 'Low Risk'),
(133946, 65, 15, '28:46.1', 36.773660883512825, 95.91724047943988, 110, 82, 60, 'Female', 60.45183462622651, 1.941297653, 0.066263355, 28, 16.040770545971416, 91.33333333333333, 'High Risk'),
(133947, 69, 14, '27:46.1', 36.42292242728822, 98.43200537706296, 120, 77, 41, 'Female', 79.99100664484324, 1.6396641914153636, 0.11311435890768244, 43, 29.753039425617526, 91.33333333333333, 'Low Risk'),
(133948, 67, 13, '26:46.1', 36.55669941633288, 96.79490222726031, 135, 82, 36, 'Male', 62.338236302098835, 1.5125268554618327, 0.1235705979435934, 53, 27.248859021476186, 99.66666666666666, 'Low Risk'),
(133949, 89, 13, '25:46.1', 36.12816470453945, 95.65445814931837, 135, 86, 81, 'Male', 97.18806159, 1.8049627025519321, 0.085538485, 49, 29.83159373628009, 102.33333333333333, 'Low Risk'),
(133950, 79, 18, '24:46.1', 37.00454568, 98.43248717276806, 127, 70, 75, 'Male', 53.88023695, 1.5671492327474337, 0.077941437, 57, 21.93859385396754, 89, 'Low Risk'),
(133951, 71, 17, '23:46.1', 36.46813067936393, 98.99802291987675, 123, 82, 24, 'Male', 89.72530675146089, 1.875407801604081, 0.069431282, 41, 25.51076693764868, 95.66666666666667, 'Low Risk'),
(133952, 67, 17, '22:46.1', 36.93860075257204, 95.94184877, 138, 85, 85, 'Female', 50.10698469429412, 1.6850267827940724, 0.12794901140625461, 53, 17.647559403687897, 102.66666666666666, 'High Risk'),
(133953, 71, 15, '21:46.1', 36.007065897086235, 99.26575797028563, 128, 87, 78, 'Male', 63.74651583091121, 1.9591866918222758, 0.050488763, 41, 16.607520932233424, 100.66666666666667, 'High Risk'),
(133954, 94, 13, '20:46.1', 37.09122151538667, 99.03999933876165, 130, 71, 25, 'Female', 51.82403241328979, 1.6314911382419104, 0.08193848, 59, 19.46981226623882, 90.66666666666666, 'High Risk'),
(133955, 84, 15, '19:46.1', 36.92450439578703, 97.14478152935408, 119, 74, 69, 'Female', 79.06567616268734, 1.8822931307278798, 0.073855107, 45, 22.315852113799178, 89, 'Low Risk'),
(133956, 74, 19, '18:46.1', 36.50097623902375, 95.27852977, 131, 79, 56, 'Female', 83.42636684604454, 1.5401813459755054, 0.10088681401211383, 52, 35.16896703386388, 96.33333333333333, 'High Risk'),
(133957, 86, 15, '17:46.1', 36.717350368486755, 99.88354979, 121, 86, 74, 'Male', 92.57084610456658, 1.967304783975242, 0.10906296710124307, 35, 23.918334604699712, 97.66666666666667, 'Low Risk'),
(133958, 86, 16, '16:46.1', 37.10181658135663, 97.33588873401874, 119, 73, 82, 'Male', 78.91155578037149, 1.850091825394824, 0.079416799, 46, 23.05441132459207, 88.33333333333333, 'Low Risk'),
(133959, 79, 14, '15:46.1', 37.408522273528064, 99.71903539911456, 130, 80, 54, 'Male', 57.39472836471016, 1.933555674629399, 0.090624196, 50, 15.351776588353795, 96.66666666666666, 'High Risk'),
(133960, 62, 14, '14:46.1', 36.93670647934179, 98.82998095658353, 127, 78, 40, 'Male', 64.59995231952408, 1.6557504106906937, 0.064849354, 49, 23.56364409667372, 94.33333333333333, 'Low Risk'),
(133961, 76, 13, '13:46.1', 36.83031801355827, 97.07895902069903, 134, 78, 35, 'Female', 95.02267378903602, 1.942913397246788, 0.077439426, 56, 25.172152881506996, 96.66666666666666, 'Low Risk'),
(133962, 85, 19, '12:46.1', 36.58748848990746, 95.92088495629632, 125, 72, 36, 'Male', 77.49931370124415, 1.7782837825448392, 0.10307282554427463, 53, 24.507314320267092, 89.66666666666666, 'Low Risk'),
(133963, 99, 12, '11:46.1', 36.95785192605653, 97.90622566945808, 128, 86, 60, 'Male', 86.61570275478891, 1.8005443204045755, 0.089208908, 42, 26.717080645432414, 100, 'High Risk'),
(133964, 73, 18, '10:46.1', 37.29394096882711, 98.68504748736355, 120, 82, 47, 'Male', 83.04752346728185, 1.6755555089316663, 0.11057575825267982, 38, 29.580740802420284, 94.66666666666667, 'Low Risk'),
(133965, 72, 14, '09:46.1', 37.10562478453944, 98.85252567342695, 120, 85, 26, 'Male', 51.15851830188579, 1.5909537429959002, 0.084046377, 35, 20.21170040565119, 96.66666666666667, 'Low Risk'),
(133966, 73, 13, '08:46.1', 37.36816869249113, 95.24874697447859, 118, 76, 77, 'Male', 60.744955786723104, 1.7639144631859345, 0.077998703, 42, 19.523387661367018, 90, 'Low Risk'),
(133967, 90, 14, '07:46.1', 36.291804694014836, 99.00885947462307, 120, 84, 69, 'Male', 83.86326474787685, 1.8487828887728335, 0.14467240289683547, 36, 24.535783982679067, 96, 'Low Risk'),
(133968, 62, 13, '06:46.1', 37.26407830708075, 98.35761298194575, 139, 82, 48, 'Female', 87.68356632009218, 1.7576468267124243, 0.071868416, 57, 28.38278298305407, 101, 'Low Risk'),
(133969, 69, 12, '05:46.1', 36.17774862, 97.80404375284479, 114, 78, 86, 'Male', 86.34895949685264, 1.9823983007733423, 0.10860258013855567, 36, 21.972287609513195, 90, 'Low Risk'),
(133970, 69, 14, '04:46.1', 36.36246132961951, 95.17017654, 137, 86, 53, 'Male', 98.27377498, 1.8827118726937608, 0.14402380528360725, 51, 27.724895390300457, 103, 'Low Risk'),
(133971, 67, 13, '03:46.1', 36.43808364931441, 97.12608613596572, 115, 78, 23, 'Female', 70.00433509102555, 1.7576809018206596, 0.060280110895327116, 37, 22.659215364023932, 90.33333333333333, 'Low Risk'),
(133972, 67, 15, '02:46.1', 36.86561882, 99.54631466690512, 139, 70, 54, 'Male', 97.23638235521287, 1.9444463712474809, 0.071014035, 69, 25.717979955649696, 93, 'Low Risk'),
(133973, 69, 13, '01:46.1', 37.063747802497986, 99.53581481254169, 115, 81, 35, 'Male', 99.22759479, 1.8765315948143992, 0.14736923089551096, 34, 28.17868372329027, 92.33333333333333, 'Low Risk'),
(133974, 81, 16, '00:46.1', 37.37100616970226, 98.04960988612942, 117, 88, 58, 'Male', 78.95695879, 1.6124915100198018, 0.10388404516943775, 29, 30.366555943838616, 97.66666666666667, 'High Risk'),
(133975, 66, 19, '59:46.1', 37.00588807531669, 95.55507203497181, 130, 84, 46, 'Female', 66.77646447, 1.7459272022213586, 0.14191450316282556, 46, 21.90640730839626, 99.33333333333333, 'Low Risk'),
(133976, 67, 19, '58:46.1', 36.77094585301437, 96.14723103732744, 118, 89, 61, 'Female', 56.61984715, 1.7154360052197783, 0.12536233836072136, 29, 19.24064603746834, 98.66666666666667, 'Low Risk'),
(133977, 97, 17, '57:46.1', 36.25108345, 98.87456573043875, 123, 83, 40, 'Male', 62.74030312679738, 1.8936910115834695, 0.12889535274221592, 40, 17.495581312942573, 96.33333333333333, 'High Risk'),
(133978, 62, 14, '56:46.1', 37.433124858464836, 97.73272656621552, 113, 82, 26, 'Male', 53.03254810054994, 1.6124851551159052, 0.082513849, 31, 20.39628370912836, 92.33333333333333, 'Low Risk'),
(133979, 63, 16, '55:46.1', 37.310189662142534, 99.19782937780676, 132, 85, 37, 'Female', 75.99584704715052, 1.6478533363596164, 0.13814502531071798, 47, 27.98676806795535, 100.66666666666667, 'Low Risk'),
(133980, 63, 12, '54:46.1', 36.47635261379275, 95.36416658181801, 117, 70, 89, 'Male', 84.04880175992358, 1.670836371581944, 0.1013195410796163, 47, 30.106736742140548, 85.66666666666667, 'High Risk'),
(133981, 96, 16, '53:46.1', 36.12278473184054, 95.32116140617988, 119, 79, 30, 'Male', 82.24734771463623, 1.719266270363515, 0.13888214094126264, 40, 27.825028373356226, 92.33333333333333, 'High Risk'),
(133982, 91, 16, '52:46.1', 36.72992095369274, 98.73176405413611, 133, 78, 35, 'Female', 96.33960356832549, 1.5270276875291964, 0.050771640940428464, 55, 41.31531151705506, 96.33333333333333, 'High Risk'),
(133983, 82, 15, '51:46.1', 36.13656981724122, 98.90195961030838, 139, 89, 42, 'Male', 72.39034566225507, 1.6783835038392496, 0.14583748092242832, 50, 25.69793614612083, 105.66666666666666, 'Low Risk'),
(133984, 71, 13, '50:46.1', 36.321077765326876, 98.47677492345623, 115, 82, 18, 'Male', 95.95039930127047, 1.5805626737222804, 0.072392525, 33, 38.40814596102849, 93, 'High Risk'),
(133985, 72, 16, '49:46.1', 36.717536659091955, 99.01356571535541, 122, 75, 27, 'Male', 99.18379589074726, 1.7715345010716672, 0.10251167321673796, 47, 31.603959442371753, 90.66666666666667, 'High Risk'),
(133986, 61, 15, '48:46.1', 36.42290925567752, 98.88579836942239, 121, 87, 49, 'Male', 58.50356469144951, 1.9273219835959035, 0.13541271732822746, 34, 15.74975414202364, 98.33333333333333, 'High Risk'),
(133987, 68, 14, '47:46.1', 36.349717159820926, 98.51665455394522, 112, 87, 52, 'Male', 91.79493112937182, 1.8066707163752258, 0.12718339495895803, 25, 28.122938020555956, 95.33333333333333, 'Low Risk'),
(133988, 66, 16, '46:46.1', 37.435613919488354, 97.79200058655863, 113, 87, 29, 'Female', 97.87926677998817, 1.9842148373595423, 0.10702552797535661, 26, 24.860698216201424, 95.66666666666667, 'Low Risk'),
(133989, 93, 12, '45:46.1', 36.18097644991489, 96.78554273184959, 116, 80, 21, 'Female', 69.40507537939924, 1.9104446448104158, 0.076640498, 36, 19.01613768505324, 92, 'High Risk'),
(133990, 88, 14, '44:46.1', 36.02032014287151, 98.72205736817892, 134, 76, 25, 'Male', 70.79842584639525, 1.7147736786016299, 0.058609792, 58, 24.07742198980295, 95.33333333333333, 'Low Risk'),
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(134167, 97, 12, '47:46.1', 36.25308469146454, 97.12701585904013, 135, 73, 29, 'Male', 68.71826344967816, 1.7867579065486272, 0.11225581170599361, 62, 21.52488059436706, 93.66666666666666, 'High Risk'),
(134168, 87, 15, '46:46.1', 36.39705743506547, 98.43303981079971, 136, 71, 88, 'Female', 91.99491762, 1.7426353310577858, 0.14053019728905444, 65, 30.293594307992485, 92.66666666666666, 'High Risk'),
(134169, 98, 16, '45:46.1', 36.52048472515559, 95.14674073775433, 113, 77, 59, 'Female', 78.06240109140174, 1.8836047504774485, 0.056802846, 36, 22.00200967461773, 89, 'High Risk'),
(134170, 77, 14, '44:46.1', 36.323020595383674, 99.42704448400048, 114, 79, 67, 'Female', 51.103593463608746, 1.578286769052905, 0.058675976822753606, 35, 20.51538199953812, 90.66666666666667, 'Low Risk'),
(134171, 70, 14, '43:46.1', 37.33987814700318, 99.17629521, 121, 87, 72, 'Female', 71.48098158952489, 1.9704947151615493, 0.063356441, 34, 18.409413760855294, 98.33333333333333, 'High Risk'),
(134172, 99, 16, '42:46.1', 36.031027057087734, 97.57229858381528, 117, 87, 67, 'Female', 99.56762004489678, 1.6793807068167759, 0.11423668370866079, 30, 35.303666120863106, 97, 'High Risk'),
(134173, 92, 16, '41:46.1', 36.74208820878816, 95.10826453, 124, 70, 26, 'Male', 58.99358548248759, 1.8619920018505245, 0.1427008238650081, 54, 17.015674532862505, 88, 'High Risk'),
(134174, 80, 13, '40:46.1', 36.09631423096087, 98.76254455210596, 135, 89, 18, 'Male', 67.20670644670288, 1.937043350441114, 0.085441059, 46, 17.911581452047965, 104.33333333333333, 'High Risk'),
(134175, 60, 19, '39:46.1', 36.334495111730455, 95.56870611616966, 111, 87, 49, 'Female', 86.48884791432769, 1.5707042650415417, 0.091795901, 24, 35.05671888, 95, 'High Risk'),
(134176, 79, 19, '38:46.1', 37.09877973665017, 98.53047480607756, 123, 83, 57, 'Female', 98.11038642618516, 1.5166401307129571, 0.079372717, 40, 42.653031120213384, 96.33333333333333, 'High Risk'),
(134177, 66, 14, '37:46.1', 37.084735501995574, 99.25413485816702, 112, 78, 69, 'Male', 57.61866963753586, 1.7377677944517622, 0.14832319834650737, 34, 19.080060083940168, 89.33333333333333, 'Low Risk'),
(134178, 90, 13, '36:46.1', 37.01695747190671, 96.22332751017092, 124, 88, 57, 'Female', 91.05703665672326, 1.6425163788391997, 0.12054433991351801, 36, 33.75157895837971, 100, 'High Risk'),
(134179, 84, 12, '35:46.1', 36.94605833706139, 95.76556324618073, 117, 77, 53, 'Female', 91.99891935, 1.5725432636127878, 0.11500898425104046, 40, 37.20296219855489, 90.33333333333333, 'High Risk'),
(134180, 72, 17, '34:46.1', 36.24552651319062, 98.59332967711008, 119, 83, 20, 'Female', 79.06512180739927, 1.823649301, 0.14486875165412882, 36, 23.77400203064322, 95, 'Low Risk'),
(134181, 86, 17, '33:46.1', 36.21439523116532, 98.49587587695795, 133, 77, 19, 'Female', 51.82175847992419, 1.5367731688820383, 0.11165389915910323, 56, 21.94282841555339, 95.66666666666666, 'Low Risk'),
(134182, 81, 14, '32:46.1', 36.66902128710322, 98.83003585235954, 113, 72, 25, 'Male', 64.59802251, 1.9853715586281915, 0.14597944961658532, 41, 16.388365123748894, 85.66666666666667, 'High Risk'),
(134183, 78, 17, '31:46.1', 36.20463272323051, 98.99687032, 131, 76, 51, 'Female', 85.53288828922942, 1.8607500749758326, 0.06510519, 55, 24.703418014939302, 94.33333333333333, 'Low Risk'),
(134184, 80, 15, '30:46.1', 37.11695800175934, 95.24533764671119, 117, 83, 30, 'Male', 70.89472739229852, 1.649380974057692, 0.10486942996305249, 34, 26.059853847849766, 94.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(134186, 91, 17, '28:46.1', 37.130532785955964, 96.97594753728637, 111, 80, 56, 'Female', 51.08474975, 1.8268956426373242, 0.096971047, 31, 15.306073352442148, 90.33333333333333, 'High Risk'),
(134187, 62, 14, '27:46.1', 36.698696006540075, 99.90366453372556, 132, 85, 31, 'Female', 91.73158145266338, 1.8710944840408619, 0.14216107597089872, 47, 26.201577770402814, 100.66666666666667, 'Low Risk'),
(134188, 63, 17, '26:46.1', 37.40388040430688, 97.81606398476544, 127, 83, 19, 'Female', 62.05620821287088, 1.5411668918223618, 0.05533325, 44, 26.126780354429314, 97.66666666666667, 'Low Risk'),
(134189, 90, 18, '25:46.1', 36.08066767, 96.23576574169367, 129, 83, 63, 'Male', 96.17933976710397, 1.6022428780637794, 0.12204671405475094, 46, 37.46494434911479, 98.33333333333333, 'High Risk'),
(134190, 62, 13, '24:46.1', 36.37540034851699, 97.21412658055473, 137, 72, 61, 'Male', 87.50496516918628, 1.8157856895339415, 0.078495092, 65, 26.540158867653524, 93.66666666666666, 'Low Risk'),
(134191, 85, 15, '23:46.1', 37.35454929, 98.89133389601261, 121, 73, 43, 'Male', 79.55184748443443, 1.6470089933985759, 0.14811631257828095, 48, 29.32637129426456, 89, 'Low Risk'),
(134192, 70, 16, '22:46.1', 37.18229975, 97.96503577838635, 135, 70, 26, 'Male', 53.69396333858463, 1.7425031936562874, 0.10209232271014296, 65, 17.68391002007546, 91.66666666666666, 'High Risk'),
(134193, 63, 18, '21:46.1', 37.49229208620777, 99.67208922407539, 113, 80, 35, 'Female', 51.19469919651187, 1.8955100854961273, 0.1484314913132056, 33, 14.248619743698738, 91, 'High Risk'),
(134194, 69, 12, '20:46.1', 36.038787295423205, 98.07643492344012, 126, 71, 86, 'Female', 90.35987592859057, 1.9820819279455804, 0.097822148, 55, 23.000242892559726, 89.33333333333333, 'Low Risk'),
(134195, 62, 16, '19:46.1', 37.305528156061605, 96.40737019752441, 113, 78, 25, 'Male', 92.14042843113307, 1.9715250956536685, 0.11007880077543367, 35, 23.705308308803904, 89.66666666666667, 'Low Risk'),
(134196, 62, 15, '18:46.1', 36.34556101166184, 97.48979301490186, 129, 85, 21, 'Male', 81.51223479, 1.8256190790180873, 0.06552562, 44, 24.456959740155206, 99.66666666666667, 'Low Risk'),
(134197, 66, 19, '17:46.1', 36.79138682944206, 96.04243332259256, 118, 75, 27, 'Female', 90.71665579514564, 1.6183926234572101, 0.1424763141985276, 43, 34.63532373559789, 89.33333333333333, 'High Risk'),
(134198, 86, 17, '16:46.1', 36.33625196509177, 99.25913911815546, 122, 78, 89, 'Female', 80.98535243142162, 1.565294842, 0.068778941, 44, 33.05324998258631, 92.66666666666667, 'High Risk'),
(134199, 77, 12, '15:46.1', 36.929249953570896, 96.47867117250799, 113, 81, 89, 'Female', 54.24547364372218, 1.9710016931985206, 0.071732204, 32, 13.963346361946384, 91.66666666666667, 'High Risk'),
(134200, 74, 18, '14:46.1', 37.06486805206833, 99.14855051328173, 128, 84, 42, 'Female', 55.88334856178137, 1.9714887492616857, 0.14563291428377223, 44, 14.37784559443953, 98.66666666666667, 'High Risk'),
(134201, 91, 19, '13:46.1', 36.056286018306764, 95.66652170260912, 116, 81, 64, 'Male', 60.321757390883036, 1.5211941955511057, 0.1338523194426089, 35, 26.06781717397418, 92.66666666666667, 'High Risk'),
(134202, 93, 12, '12:46.1', 36.34193163517509, 98.3676156, 113, 83, 25, 'Female', 89.30426949523019, 1.612787027906283, 0.14118087162169352, 30, 34.33350797286993, 93, 'High Risk'),
(134203, 82, 16, '11:46.1', 36.54324224266264, 97.47082799024777, 111, 70, 18, 'Female', 97.60967944972597, 1.6240479670030146, 0.084687137, 41, 37.00796308201775, 83.66666666666667, 'High Risk'),
(134204, 87, 18, '10:46.1', 37.225806059572044, 99.58777660276407, 118, 79, 51, 'Male', 76.89587538, 1.538253593974099, 0.071400878, 39, 32.497291676119566, 92, 'High Risk'),
(134205, 61, 19, '09:46.1', 36.14729797887314, 97.05901422753186, 137, 81, 34, 'Female', 65.67536738050441, 1.909663031177824, 0.089878259, 56, 18.008976416892533, 99.66666666666666, 'High Risk'),
(134206, 63, 15, '08:46.1', 36.99380373202058, 97.78569061916913, 122, 70, 32, 'Female', 93.69976748180716, 1.9876597663351274, 0.1296411271711781, 52, 23.716708694296518, 87.33333333333333, 'Low Risk'),
(134207, 85, 17, '07:46.1', 37.360850074075074, 97.27283632952347, 127, 83, 39, 'Female', 66.94192183872512, 1.6406429955009423, 0.07294678, 44, 24.869668648706853, 97.66666666666667, 'Low Risk'),
(134208, 73, 14, '06:46.1', 36.82791725655226, 95.64321242943875, 111, 84, 87, 'Male', 75.30779028948423, 1.965102708354125, 0.064003249, 27, 19.501561913275477, 93, 'Low Risk'),
(134209, 75, 14, '05:46.1', 36.68241777562962, 96.69128058524893, 139, 89, 38, 'Female', 70.61427238121368, 1.673812365, 0.08952291, 50, 25.204549825119084, 105.66666666666666, 'Low Risk'),
(134210, 95, 16, '04:46.1', 36.05412202313884, 99.03794141762654, 113, 88, 35, 'Female', 64.54083254525713, 1.5547086429601842, 0.088697758, 25, 26.701553996014763, 96.33333333333333, 'High Risk'),
(134211, 88, 15, '03:46.1', 36.65416996528382, 95.53008009, 138, 84, 60, 'Female', 85.30924541132282, 1.9258676162043613, 0.1421473457082565, 54, 23.000815775322323, 102, 'Low Risk'),
(134212, 73, 17, '02:46.1', 36.21497122315342, 95.64643974776749, 122, 84, 85, 'Female', 89.70506560222532, 1.5754662758647833, 0.1112598006283427, 38, 36.14088189013072, 96.66666666666667, 'High Risk'),
(134213, 99, 14, '01:46.1', 36.32334487745443, 96.62114053265604, 128, 73, 77, 'Female', 78.21856114333266, 1.6432054506689808, 0.084676682, 55, 28.96850541234978, 91.33333333333333, 'High Risk'),
(134214, 91, 16, '00:46.1', 36.13350445855707, 97.08448241363502, 122, 89, 24, 'Male', 62.824928353289394, 1.9386113047510634, 0.14407452631002066, 33, 16.716698902352828, 100, 'High Risk'),
(134215, 72, 13, '59:46.1', 36.63991865, 99.47794283, 132, 89, 70, 'Female', 72.17490092300935, 1.5148998193890986, 0.074356041, 43, 31.44983481718702, 103.33333333333333, 'High Risk'),
(134216, 96, 16, '58:46.1', 36.085939130232504, 95.91032934071474, 121, 78, 23, 'Female', 58.563825215776546, 1.8906455513371194, 0.11780976447539848, 43, 16.383594916454363, 92.33333333333333, 'High Risk'),
(134217, 64, 18, '57:46.1', 37.21378922, 95.36149502863785, 127, 82, 58, 'Female', 65.97846567, 1.5986227833274813, 0.12325082120586058, 45, 25.817263980311985, 97, 'Low Risk'),
(134218, 76, 16, '56:46.1', 36.56490777931324, 99.89888914710032, 111, 87, 27, 'Male', 58.009669039916616, 1.8114702322899485, 0.080172277, 24, 17.678197613269866, 95, 'High Risk'),
(134219, 76, 13, '55:46.1', 36.576514340263735, 97.78597646674908, 113, 79, 18, 'Male', 73.80912364339045, 1.628907098587041, 0.056130089, 34, 27.81745646484936, 90.33333333333333, 'Low Risk'),
(134220, 67, 19, '54:46.1', 36.34415575, 97.90650554315593, 115, 80, 64, 'Female', 86.13616291376287, 1.9546375748841571, 0.1128021353369001, 35, 22.54514511975348, 91.66666666666667, 'Low Risk'),
(134221, 67, 13, '53:46.1', 36.43072179701951, 99.86894149357894, 128, 84, 20, 'Female', 77.51868170708875, 1.750232992382253, 0.14046151263078094, 44, 25.305483881130385, 98.66666666666667, 'Low Risk'),
(134222, 92, 19, '52:46.1', 37.16730798728908, 96.83683207865731, 119, 84, 26, 'Male', 52.76672352911709, 1.7231271072147245, 0.065211573, 35, 17.771557826925505, 95.66666666666667, 'High Risk'),
(134223, 84, 16, '51:46.1', 37.31724546679093, 98.13114302030031, 122, 88, 80, 'Female', 98.87412644428409, 1.5271200299407872, 0.1387826856807745, 34, 42.39711572902843, 99.33333333333333, 'High Risk'),
(134224, 86, 18, '50:46.1', 37.36748580649889, 99.12450673887359, 122, 80, 64, 'Female', 78.00740149371507, 1.863950292471597, 0.1022504525458984, 42, 22.452626834802885, 94, 'Low Risk'),
(134225, 72, 19, '49:46.1', 37.10410207, 99.13460756982643, 120, 73, 67, 'Male', 73.22249817108914, 1.9179412204295025, 0.13040262765771726, 47, 19.905539630640217, 88.66666666666667, 'Low Risk'),
(134226, 60, 19, '48:46.1', 37.07395926127687, 96.62654256075216, 110, 84, 28, 'Male', 99.20065599318028, 1.765921979529831, 0.08815387, 26, 31.81057505, 92.66666666666667, 'High Risk'),
(134227, 68, 13, '47:46.1', 36.074943236590954, 95.18615382015425, 126, 89, 73, 'Male', 89.66199766939656, 1.7272753427748335, 0.10670525848800624, 37, 30.05282233192826, 101.33333333333333, 'High Risk'),
(134228, 69, 13, '46:46.1', 36.251805007663926, 99.51361800362426, 113, 85, 73, 'Male', 91.07727434844917, 1.756121706382098, 0.054227447, 28, 29.532540153336917, 94.33333333333333, 'Low Risk'),
(134229, 75, 15, '45:46.1', 37.42134355133541, 97.73202062813482, 123, 85, 64, 'Male', 51.36981655147865, 1.9864492751484915, 0.099036694, 38, 13.018263433338587, 97.66666666666667, 'High Risk'),
(134230, 80, 13, '44:46.1', 36.804300409052274, 99.62026479030024, 112, 80, 23, 'Female', 80.86698580993144, 1.8148673526234027, 0.098586103, 32, 24.55169494008559, 90.66666666666667, 'Low Risk'),
(134231, 75, 12, '43:46.1', 36.487687711495646, 95.18775453075247, 139, 77, 65, 'Male', 62.96906733180864, 1.5700789605921543, 0.10119869339747367, 62, 25.543727516856055, 97.66666666666666, 'Low Risk'),
(134232, 61, 16, '42:46.1', 36.69341363883522, 98.56208013535758, 122, 84, 29, 'Male', 60.724255468282514, 1.8732410858466961, 0.098359055, 38, 17.305129335027857, 96.66666666666667, 'High Risk'),
(134233, 92, 18, '41:46.1', 36.640585055998564, 98.03960884020863, 118, 74, 36, 'Male', 73.37642307311205, 1.9725551370470829, 0.090152076, 44, 18.858113016218155, 88.66666666666667, 'High Risk'),
(134234, 64, 16, '40:46.1', 36.57769952367365, 99.56080540501601, 132, 76, 79, 'Male', 59.400985248594125, 1.5213163233636717, 0.074080561, 56, 25.665787729463116, 94.66666666666666, 'Low Risk'),
(134235, 90, 19, '39:46.1', 37.140583847146964, 96.33282225689926, 133, 85, 68, 'Female', 82.86166654673275, 1.9220861706406347, 0.053868814, 48, 22.42889902692072, 101, 'Low Risk'),
(134236, 63, 12, '38:46.1', 37.28987938409896, 99.05660010757951, 136, 74, 36, 'Male', 80.00936477561885, 1.6070926698120034, 0.11097838120405024, 62, 30.97839991377298, 94.66666666666666, 'High Risk'),
(134237, 88, 14, '37:46.1', 36.57246486402732, 97.72436052272653, 130, 80, 73, 'Male', 50.31000939359698, 1.8656014788612372, 0.14226092089549291, 50, 14.454951662584548, 96.66666666666666, 'High Risk'),
(134238, 93, 16, '36:46.1', 36.882559954239525, 99.07399871078606, 138, 88, 85, 'Male', 58.604506793015275, 1.710908630035695, 0.055713964, 50, 20.020613492238166, 104.66666666666666, 'High Risk'),
(134239, 97, 19, '35:46.1', 37.11079764616054, 98.28298565533096, 127, 82, 25, 'Male', 94.18444815, 1.7709377516667142, 0.13636503750930717, 45, 30.031194407518104, 97, 'High Risk'),
(134240, 70, 12, '34:46.1', 36.10975224389555, 95.49715686366217, 135, 70, 87, 'Female', 83.68821126453328, 1.9664753071642256, 0.050583284, 65, 21.64149659527787, 91.66666666666666, 'Low Risk'),
(134241, 67, 15, '33:46.1', 36.285440843105306, 97.86385189683908, 137, 87, 65, 'Female', 94.21478555944206, 1.6370594193952446, 0.059416009, 50, 35.15524897, 103.66666666666666, 'High Risk'),
(134242, 92, 12, '32:46.1', 37.30011771206746, 96.72924885407353, 139, 83, 58, 'Female', 70.62470553599513, 1.5575001376428843, 0.055163332, 56, 29.11390514109976, 101.66666666666666, 'High Risk'),
(134243, 76, 18, '31:46.1', 36.00496903698233, 97.45139903169854, 126, 78, 82, 'Male', 90.83490767797088, 1.6378889783645851, 0.11659083389207289, 48, 33.859758650144286, 94, 'High Risk'),
(134244, 95, 17, '30:46.1', 37.27139801493208, 98.09371536085557, 122, 89, 60, 'Female', 57.41339729594872, 1.6010131929059783, 0.055718085, 33, 22.39873154196327, 100, 'High Risk'),
(134245, 80, 18, '29:46.1', 37.38938424894479, 99.51119176309908, 137, 85, 85, 'Female', 89.81296470501506, 1.638959241947267, 0.14426951386645126, 52, 33.43510762249836, 102.33333333333333, 'High Risk'),
(134246, 61, 14, '28:46.1', 37.397601804621125, 95.05211144679093, 137, 84, 73, 'Male', 72.52595941836792, 1.6876482912605242, 0.11982510909360407, 53, 25.464174080722696, 101.66666666666666, 'Low Risk'),
(134247, 86, 18, '27:46.1', 36.13134899234607, 96.86294237021018, 117, 70, 70, 'Female', 61.76398611449967, 1.7074723213426075, 0.14537650121268514, 47, 21.184975785522763, 85.66666666666667, 'Low Risk'),
(134248, 70, 13, '26:46.1', 36.277486546095574, 98.06332476962538, 116, 83, 18, 'Female', 99.42020474581614, 1.5722883828527279, 0.091476588, 33, 40.21705286901323, 94, 'High Risk'),
(134249, 77, 12, '25:46.1', 37.03806646570745, 97.33715246804468, 122, 83, 59, 'Female', 90.76227841132236, 1.855980992, 0.06538078, 39, 26.348648344408797, 96, 'Low Risk'),
(134250, 72, 15, '24:46.1', 36.587037095969634, 97.71313523030098, 125, 83, 87, 'Female', 98.03817539493349, 1.514995223867745, 0.07870643, 42, 42.71424088741451, 97, 'High Risk'),
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(134429, 89, 14, '25:46.1', 37.394707576940604, 97.97129026, 139, 86, 24, 'Male', 82.38656592409203, 1.6222473374313067, 0.11130707752125754, 53, 31.30561649705891, 103.66666666666666, 'High Risk'),
(134430, 61, 12, '24:46.1', 36.03044820871439, 96.31830252029584, 136, 80, 28, 'Male', 91.44308785958839, 1.6185253894557512, 0.1207274553054938, 56, 34.906945664430474, 98.66666666666666, 'High Risk'),
(134431, 68, 16, '23:46.1', 36.52997312, 97.58602592919613, 137, 73, 22, 'Female', 81.90964788, 1.5977624724751553, 0.079320295, 64, 32.085634066816816, 94.33333333333333, 'High Risk'),
(134432, 92, 12, '22:46.1', 36.88371376753999, 97.84339292222255, 112, 84, 28, 'Female', 93.20786497357398, 1.805128720659929, 0.12805753961004318, 28, 28.604621652311454, 93.33333333333333, 'High Risk'),
(134433, 80, 15, '21:46.1', 36.63976686425485, 99.95489198746897, 134, 76, 73, 'Male', 55.43071136268644, 1.7747311710558558, 0.07857078, 58, 17.59889084379992, 95.33333333333333, 'High Risk'),
(134434, 70, 15, '20:46.1', 36.91438001567394, 98.29263687044983, 132, 77, 49, 'Female', 61.56225039118518, 1.9227907633907457, 0.090032278, 55, 16.651387691186894, 95.33333333333333, 'High Risk'),
(134435, 78, 19, '19:46.1', 36.31176355727326, 99.34629101326223, 115, 80, 29, 'Female', 69.18416268029478, 1.7946392818654129, 0.051309162, 35, 21.48089390134829, 91.66666666666667, 'Low Risk'),
(134436, 88, 17, '18:46.1', 36.60292832217667, 96.88870197678118, 114, 85, 76, 'Male', 85.46831923279362, 1.5667692648344078, 0.07369917, 29, 34.81729895917678, 94.66666666666667, 'High Risk'),
(134437, 79, 19, '17:46.1', 36.90089512613353, 98.89637985284094, 123, 80, 41, 'Male', 96.56661645673405, 1.7306391648150414, 0.100030371, 43, 32.24140502091528, 94.33333333333333, 'High Risk'),
(134438, 69, 12, '16:46.1', 36.76480863835081, 98.20896175857999, 117, 70, 84, 'Male', 59.58285409326285, 1.5027209180549161, 0.095796417, 47, 26.385458108103062, 85.66666666666667, 'Low Risk'),
(134439, 64, 18, '15:46.1', 37.213875307954865, 98.26656943404126, 136, 84, 47, 'Female', 66.27924776, 1.7415706212505928, 0.13561181545850362, 52, 21.85221128, 101.33333333333333, 'Low Risk'),
(134440, 74, 15, '14:46.1', 36.16736265, 96.44951002455123, 113, 87, 61, 'Female', 96.14433165270205, 1.7958976673155165, 0.1027864474638921, 26, 29.809899514904025, 95.66666666666667, 'Low Risk'),
(134441, 88, 12, '13:46.1', 36.38889331904404, 96.65812764204848, 114, 87, 69, 'Female', 73.68924366281257, 1.6282397186301494, 0.080264872, 27, 27.79504681900587, 96, 'Low Risk'),
(134442, 73, 18, '12:46.1', 36.47287347788911, 95.45196925, 134, 73, 77, 'Male', 99.40313408980083, 1.636845597179892, 0.14078463446975442, 61, 37.100917381073394, 93.33333333333333, 'High Risk'),
(134443, 83, 14, '11:46.1', 36.36019241846228, 97.64357967162852, 116, 77, 22, 'Female', 92.37686722269362, 1.5809009978148496, 0.12611349966893923, 39, 36.96186553729412, 90, 'High Risk'),
(134444, 95, 15, '10:46.1', 36.01933007109281, 96.09681343, 114, 76, 66, 'Female', 96.39929817863776, 1.7984846919801523, 0.051922554, 38, 29.80302731631968, 88.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(134446, 96, 14, '08:46.1', 36.563737084341774, 95.70788101, 127, 81, 69, 'Female', 77.75260400399368, 1.537080867055324, 0.067915049, 46, 32.90951708462207, 96.33333333333333, 'High Risk'),
(134447, 83, 19, '07:46.1', 36.53402102756309, 96.01071386214949, 114, 86, 77, 'Male', 74.16490064797324, 1.722049616694793, 0.066697664, 28, 25.009620307891336, 95.33333333333333, 'Low Risk'),
(134448, 89, 14, '06:46.1', 36.16934559313495, 97.37410184, 110, 81, 76, 'Male', 67.34994581537728, 1.7657115064049789, 0.091489552, 29, 21.60218874777632, 90.66666666666667, 'Low Risk'),
(134449, 98, 19, '05:46.1', 36.308796451155466, 98.65273351, 137, 71, 42, 'Female', 98.81930126280582, 1.9101948937552016, 0.13313693868431847, 66, 27.08235453516637, 93, 'High Risk'),
(134450, 93, 17, '04:46.1', 36.29897253, 96.80777127036148, 113, 85, 34, 'Male', 51.21458607686072, 1.850164012684946, 0.1334591267239743, 28, 14.961433564442496, 94.33333333333333, 'High Risk'),
(134451, 99, 18, '03:46.1', 36.44293850873235, 99.98261254222436, 139, 86, 28, 'Female', 77.69587277479246, 1.7709747426384719, 0.073219763, 53, 24.772692667606552, 103.66666666666666, 'High Risk'),
(134452, 99, 15, '02:46.1', 36.16124423506971, 96.27701998969167, 114, 72, 45, 'Female', 72.62696130276547, 1.965145580203448, 0.068083434, 42, 18.806518948455185, 86, 'High Risk'),
(134453, 70, 13, '01:46.1', 36.52796033282419, 98.67867178403715, 128, 71, 67, 'Female', 98.14210256427508, 1.9909319099261338, 0.094571061, 57, 24.759538369385236, 90, 'Low Risk'),
(134454, 67, 12, '00:46.1', 36.36572033677663, 98.95228993, 133, 79, 25, 'Female', 91.04106073027285, 1.6399909706835487, 0.11912312419336499, 54, 33.84966657666023, 97, 'High Risk'),
(134455, 89, 13, '59:46.1', 37.285743656258305, 98.34657038698782, 132, 71, 42, 'Female', 81.59891659, 1.617737761615435, 0.12893905883733614, 61, 31.179428209243436, 91.33333333333333, 'High Risk'),
(134456, 87, 13, '58:46.1', 36.14647617256841, 99.38846836326928, 139, 87, 45, 'Male', 57.34181432271468, 1.8671713639891767, 0.057451221, 52, 16.447620384174268, 104.33333333333333, 'High Risk'),
(134457, 81, 15, '57:46.1', 36.51303930284124, 99.21253750365277, 110, 81, 39, 'Male', 87.72478863781592, 1.510515619334221, 0.11176145870936688, 29, 38.44783500098664, 90.66666666666667, 'High Risk'),
(134458, 93, 17, '56:46.1', 36.59198728486992, 95.35369211506443, 115, 78, 78, 'Male', 91.90430909942808, 1.6185415103385887, 0.1406104723235096, 37, 35.082310684305824, 90.33333333333333, 'High Risk'),
(134459, 66, 14, '55:46.1', 36.80943925931459, 95.48635699106032, 137, 88, 88, 'Female', 64.21045620706536, 1.6924528504097887, 0.080425203, 49, 22.416747410936285, 104.33333333333333, 'Low Risk'),
(134460, 81, 14, '54:46.1', 36.74134839415476, 97.46136284624833, 110, 82, 82, 'Male', 86.93754128482766, 1.5073372295778658, 0.072200253, 28, 38.26365937912898, 91.33333333333333, 'High Risk'),
(134461, 71, 12, '53:46.1', 37.02933025269173, 98.60086339, 110, 71, 61, 'Male', 88.41303149330739, 1.5286523139206785, 0.085508604, 39, 37.835444957048836, 84, 'High Risk'),
(134462, 88, 19, '52:46.1', 36.673511348773324, 99.71079647334876, 133, 82, 22, 'Male', 56.317253547167304, 1.896973678439628, 0.099342459, 51, 15.650162722367279, 99, 'High Risk'),
(134463, 70, 12, '51:46.1', 36.70178815, 97.74229227699205, 119, 78, 18, 'Female', 96.08232621445134, 1.814992665, 0.054026942, 41, 29.167134252108262, 91.66666666666667, 'Low Risk'),
(134464, 62, 15, '50:46.1', 37.31809768007207, 99.12595264244489, 111, 81, 38, 'Male', 82.74595237354617, 1.6680792684723917, 0.11218022749384164, 30, 29.738111759368735, 91, 'Low Risk'),
(134465, 72, 18, '49:46.1', 37.32723954718484, 97.63634817787248, 123, 80, 80, 'Male', 77.94601101119196, 1.9014123248315942, 0.083711921, 43, 21.559629099387994, 94.33333333333333, 'Low Risk'),
(134466, 90, 12, '48:46.1', 36.19890642488521, 98.92731298724775, 138, 86, 36, 'Male', 67.19170990571206, 1.908662702098915, 0.065137936, 52, 18.444093683674144, 103.33333333333333, 'High Risk'),
(134467, 81, 14, '47:46.1', 37.34670432244067, 98.95969853279678, 126, 81, 54, 'Male', 53.95787667240389, 1.869762857966934, 0.11033529231697163, 45, 15.434117216941855, 96, 'High Risk'),
(134468, 77, 12, '46:46.1', 36.46057299786989, 98.72136226891033, 111, 79, 22, 'Female', 69.88731610450321, 1.628723862042022, 0.11428991479493662, 32, 26.34531794527892, 89.66666666666667, 'Low Risk'),
(134469, 74, 13, '45:46.1', 36.71419404787362, 99.47422985608587, 134, 80, 20, 'Female', 98.38263951155712, 1.7238206475544902, 0.087525947, 54, 33.10810420972507, 98, 'High Risk'),
(134470, 66, 12, '44:46.1', 37.29123096616752, 96.48342445576205, 123, 71, 54, 'Female', 89.14338528452518, 1.6142191586157937, 0.052188048, 52, 34.21087071371155, 88.33333333333333, 'High Risk'),
(134471, 62, 17, '43:46.1', 36.315131185687584, 96.27063047077239, 132, 75, 19, 'Female', 94.06094012856865, 1.6154059357904305, 0.062055102388838684, 57, 36.04507773, 94, 'High Risk'),
(134472, 72, 19, '42:46.1', 36.13217202204151, 98.06333717287386, 133, 76, 56, 'Female', 91.40184604175901, 1.7434696458726804, 0.087344924, 57, 30.06949857029798, 95, 'High Risk'),
(134473, 95, 12, '41:46.1', 36.62272675140673, 99.77900363901556, 134, 87, 24, 'Male', 64.24692828058643, 1.7229236984064475, 0.097195066, 47, 21.64314051570198, 102.66666666666667, 'High Risk'),
(134474, 95, 18, '40:46.1', 37.00468079724057, 95.3322193, 127, 84, 69, 'Female', 77.09054671, 1.5239120028121416, 0.13005274247137474, 43, 33.195662936062426, 98.33333333333333, 'High Risk'),
(134475, 94, 16, '39:46.1', 36.106873056608016, 98.81309352196055, 125, 75, 66, 'Female', 87.33105881729679, 1.6318609256640912, 0.088272968, 50, 32.79460758869538, 91.66666666666666, 'High Risk'),
(134476, 63, 13, '38:46.1', 36.02602515430586, 97.61312189606303, 122, 86, 73, 'Male', 62.43108263574937, 1.6418252503958768, 0.064071728, 36, 23.16045062341245, 98, 'Low Risk'),
(134477, 86, 15, '37:46.1', 37.25010271165735, 99.10550914481382, 125, 72, 39, 'Male', 83.73606641174084, 1.8156262240663137, 0.10007713677272775, 53, 25.40151747, 89.66666666666666, 'Low Risk'),
(134478, 95, 16, '36:46.1', 36.87637454474253, 97.86636731498976, 115, 71, 36, 'Female', 76.71695485, 1.8402479250368151, 0.10947706659154294, 44, 22.65367587830717, 85.66666666666667, 'High Risk'),
(134479, 87, 15, '35:46.1', 36.289677633866575, 99.48049144732464, 126, 82, 24, 'Male', 93.18817047505827, 1.6795829439150443, 0.088620588, 44, 33.03374971718074, 96.66666666666667, 'High Risk'),
(134480, 68, 12, '34:46.1', 36.12057803795156, 95.34968902419118, 132, 73, 64, 'Female', 99.45430818731067, 1.655924994078458, 0.10382463662873159, 59, 36.26955925645341, 92.66666666666666, 'High Risk'),
(134481, 79, 17, '33:46.1', 36.04699259623244, 95.56994028, 113, 80, 82, 'Male', 69.55267502653021, 1.9430529671673185, 0.10745261177021573, 33, 18.422330050033285, 91, 'High Risk'),
(134482, 91, 12, '32:46.1', 37.019588763720556, 95.1815413, 129, 85, 80, 'Female', 66.3222595, 1.5578881947448935, 0.13419325711228064, 44, 27.32667179752563, 99.66666666666667, 'High Risk'),
(134483, 88, 13, '31:46.1', 36.02189306657787, 95.65369634, 111, 74, 18, 'Female', 96.24848832904958, 1.620887181539617, 0.13694101379633966, 37, 36.63433747021393, 86.33333333333333, 'High Risk'),
(134484, 72, 16, '30:46.1', 36.53894817122704, 99.46640260875118, 122, 81, 61, 'Male', 81.55133523020277, 1.9201765639883788, 0.11641893504655441, 41, 22.11814732811715, 94.66666666666667, 'Low Risk'),
(134485, 91, 14, '29:46.1', 37.36079616510552, 95.66510593589126, 112, 76, 26, 'Male', 64.80911798060653, 1.8353793765157875, 0.081592429, 36, 19.23908512383446, 88, 'High Risk'),
(134486, 89, 16, '28:46.1', 36.05589266631959, 99.16797898720769, 138, 85, 76, 'Male', 50.56395556230176, 1.9795932046486597, 0.14233317686753424, 53, 12.902953504398972, 102.66666666666666, 'High Risk'),
(134487, 61, 15, '27:46.1', 36.65674272565814, 96.77157680309615, 119, 77, 23, 'Female', 72.41131833191488, 1.8887594566160948, 0.08529579, 42, 20.297995451006095, 91, 'Low Risk'),
(134488, 67, 14, '26:46.1', 36.823294129117556, 97.34659959028674, 136, 76, 78, 'Male', 55.87219054714713, 1.960988714013526, 0.10943063212220816, 60, 14.52932741, 96, 'High Risk'),
(134489, 62, 14, '25:46.1', 36.384553040344784, 98.38555738823798, 127, 76, 24, 'Female', 83.69869969078059, 1.854702757742987, 0.081768209, 51, 24.331566795675037, 93, 'Low Risk'),
(134490, 99, 14, '24:46.1', 36.85753197963801, 97.26354294, 128, 70, 36, 'Female', 66.36856538913244, 1.8080501841118535, 0.058574308, 58, 20.30212367291358, 89.33333333333333, 'High Risk'),
(134491, 81, 16, '23:46.1', 36.42017590409415, 95.75503173230109, 139, 87, 34, 'Male', 98.98945214592315, 1.8478315370369889, 0.12227490900054704, 52, 28.99106507273442, 104.33333333333333, 'Low Risk'),
(134492, 66, 12, '22:46.1', 36.827562401899904, 99.70730957017835, 119, 78, 29, 'Female', 85.62396005705838, 1.5135176726926836, 0.084666881, 41, 37.378366414928955, 91.66666666666667, 'High Risk'),
(134493, 98, 12, '21:46.1', 36.85807273158535, 97.69416245337989, 122, 85, 60, 'Female', 96.72408115011923, 1.8344744009526137, 0.095522799, 37, 28.741623836369538, 97.33333333333333, 'High Risk'),
(134494, 63, 14, '20:46.1', 37.00126634471933, 99.53419847856298, 127, 73, 84, 'Male', 51.55057150764642, 1.6818737269765578, 0.089210337, 54, 18.224126092038077, 91, 'High Risk'),
(134495, 90, 17, '19:46.1', 36.177579348357874, 97.4924894, 125, 76, 50, 'Male', 85.65674632223744, 1.8878108192426897, 0.076196581, 49, 24.035027987061188, 92.33333333333333, 'Low Risk'),
(134496, 92, 18, '18:46.1', 36.67726288572288, 99.84871179547268, 134, 86, 23, 'Male', 84.77704636101416, 1.7770401927815362, 0.08969831, 48, 26.84625927678735, 102, 'High Risk'),
(134497, 81, 14, '17:46.1', 36.838769939396904, 96.06423353180179, 137, 77, 27, 'Male', 94.25265152820299, 1.8749481181589518, 0.12093728689208483, 60, 26.811126825489314, 97, 'Low Risk'),
(134498, 96, 17, '16:46.1', 37.32788941, 95.51848659, 110, 74, 24, 'Female', 50.68711139548153, 1.5766195827202476, 0.105824804, 36, 20.391243414868566, 86, 'High Risk'),
(134499, 68, 13, '15:46.1', 37.416701633383695, 98.26943299960595, 115, 77, 62, 'Male', 99.26420458719957, 1.589678340648271, 0.14060004665712067, 38, 39.280241829330095, 89.66666666666667, 'High Risk'),
(134500, 81, 14, '14:46.1', 37.30797922944046, 95.48459665540015, 135, 89, 64, 'Male', 83.81711277057482, 1.7811198504031107, 0.13266418194251428, 46, 26.42082710078646, 104.33333333333333, 'Low Risk'),
(134501, 95, 18, '13:46.1', 37.21642773195381, 95.84582221684607, 133, 71, 63, 'Male', 78.46922601978999, 1.578087856500458, 0.075457219, 62, 31.50917361294919, 91.66666666666666, 'High Risk'),
(134502, 88, 12, '12:46.1', 37.07871536729087, 97.17613187162486, 115, 72, 58, 'Male', 87.46602305993575, 1.805045784861868, 0.13521756987810413, 43, 26.844970795780277, 86.33333333333333, 'Low Risk'),
(134503, 78, 16, '11:46.1', 37.235919924728535, 95.26075193962953, 137, 79, 23, 'Female', 90.25383069277703, 1.9551161021703152, 0.098189291, 58, 23.61133477282523, 98.33333333333333, 'Low Risk'),
(134504, 60, 15, '10:46.1', 36.38165244086945, 96.90121328548439, 119, 83, 50, 'Female', 61.65654804114837, 1.9248587941794968, 0.089045013, 36, 16.641077957172804, 95, 'High Risk'),
(134505, 87, 15, '09:46.1', 37.143721484406306, 95.33062728768336, 116, 88, 24, 'Male', 85.78844014924837, 1.747114535860222, 0.055916729, 28, 28.105157103282696, 97.33333333333333, 'Low Risk'),
(134506, 99, 14, '08:46.1', 37.020134182466606, 97.60121767122173, 114, 84, 87, 'Male', 71.56420216024972, 1.7829206514011309, 0.058108679343959295, 30, 22.512918703683074, 94, 'High Risk'),
(134507, 97, 12, '07:46.1', 36.23689271931396, 96.24181458240567, 118, 75, 63, 'Male', 95.32123729955822, 1.9935944940496957, 0.060175538, 43, 23.98369098445365, 89.33333333333333, 'High Risk'),
(134508, 70, 19, '06:46.1', 36.80006856891717, 98.30643213053948, 124, 80, 36, 'Female', 67.32190296850676, 1.789472895983717, 0.14176409719012745, 44, 21.023553963480204, 94.66666666666667, 'Low Risk'),
(134509, 88, 12, '05:46.1', 37.23045285772174, 99.56616212845668, 138, 73, 51, 'Male', 65.36239259514014, 1.6656162102178722, 0.086571175, 65, 23.560150669741574, 94.66666666666666, 'Low Risk'),
(134510, 65, 18, '04:46.1', 36.382783666009885, 96.22693363, 137, 81, 69, 'Female', 93.67547746415644, 1.9075286033031857, 0.094369485, 56, 25.744460640484764, 99.66666666666666, 'Low Risk'),
(134511, 69, 12, '03:46.1', 37.48986892071379, 95.85863078156112, 137, 74, 68, 'Female', 73.44881872107113, 1.9422281578114875, 0.092126825, 63, 19.47082364530031, 95, 'Low Risk'),
(134512, 85, 12, '02:46.1', 36.32008458441884, 97.28351049748443, 112, 81, 73, 'Female', 91.57620423823639, 1.8003758538797783, 0.13688260656218737, 31, 28.252460672245476, 91.33333333333333, 'Low Risk'),
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(134688, 86, 19, '06:46.1', 37.09368457857643, 99.02074371528444, 119, 81, 71, 'Male', 78.57674446655271, 1.904445821341029, 0.080137821, 38, 21.66490491011945, 93.66666666666667, 'Low Risk'),
(134689, 61, 19, '05:46.1', 36.122001884653926, 95.75739814153283, 120, 76, 77, 'Female', 62.83229478892191, 1.9716298113756776, 0.14006954763679846, 44, 16.16337948, 90.66666666666667, 'High Risk'),
(134690, 73, 19, '04:46.1', 37.26271502467386, 99.36871768326336, 118, 89, 19, 'Female', 90.90034493818015, 1.9831772147800835, 0.1374354471225553, 29, 23.11226365402835, 98.66666666666667, 'Low Risk'),
(134691, 93, 16, '03:46.1', 36.34760420491516, 97.56998865806887, 129, 80, 77, 'Male', 74.51177686771238, 1.7073125809002203, 0.061530524, 49, 25.56223592901733, 96.33333333333333, 'High Risk'),
(134692, 84, 13, '02:46.1', 36.16088629621447, 95.37731337109373, 126, 89, 82, 'Male', 70.32321494635643, 1.7506668734548283, 0.11794389853960176, 37, 22.945191626098364, 101.33333333333333, 'Low Risk'),
(134693, 78, 12, '01:46.1', 36.23393006, 95.58828744027896, 124, 79, 23, 'Male', 84.42616213052757, 1.7975093820544237, 0.078474711, 45, 26.12971758021918, 94, 'Low Risk'),
(134694, 77, 13, '00:46.1', 36.92868344624855, 98.43202273427971, 136, 72, 44, 'Female', 50.23602524556906, 1.9187420089852125, 0.063117748, 64, 13.645269003483312, 93.33333333333333, 'High Risk'),
(134695, 60, 14, '59:46.1', 36.90294849073712, 99.33365149218582, 134, 85, 80, 'Male', 69.76292737716093, 1.6097562330706021, 0.085944734, 49, 26.92182304341857, 101.33333333333333, 'Low Risk'),
(134696, 75, 13, '58:46.1', 36.76538252, 96.12030373311421, 123, 77, 46, 'Male', 53.52902883812132, 1.6437697384131562, 0.119075134, 46, 19.81104581892338, 92.33333333333333, 'Low Risk'),
(134697, 96, 16, '57:46.1', 37.40409301418547, 95.30934255165603, 114, 83, 73, 'Male', 57.56561347531425, 1.5043753898466456, 0.14541573996157053, 31, 25.436110147230643, 93.33333333333333, 'High Risk'),
(134698, 88, 15, '56:46.1', 37.185171899156686, 96.39747349175826, 115, 80, 84, 'Male', 66.05625356, 1.858706107964729, 0.089058571, 35, 19.120202453691487, 91.66666666666667, 'Low Risk'),
(134699, 85, 18, '55:46.1', 36.00674073323401, 99.66024140271628, 110, 81, 87, 'Male', 77.39711280141294, 1.5367595989022194, 0.12955212761368007, 29, 32.77275046351257, 90.66666666666667, 'High Risk'),
(134700, 64, 17, '54:46.1', 36.518175642082284, 96.66211966580413, 113, 71, 89, 'Male', 85.90087104025129, 1.7685445695368591, 0.055496574, 42, 27.464111242717344, 85, 'Low Risk'),
(134701, 84, 17, '53:46.1', 36.012439101211314, 98.62831305275047, 123, 88, 45, 'Male', 62.504964609772486, 1.553675242498162, 0.10973742942483367, 35, 25.893694680956745, 99.66666666666667, 'Low Risk'),
(134702, 74, 18, '52:46.1', 36.492476056304966, 95.04360387147898, 130, 78, 20, 'Male', 65.18869514265205, 1.808445780074046, 0.0875171, 52, 19.93247844127785, 95.33333333333333, 'Low Risk'),
(134703, 79, 14, '51:46.1', 36.45895231076217, 96.16532911920646, 110, 75, 52, 'Female', 88.14502270725995, 1.9606082171821255, 0.14958856118133992, 35, 22.930638987594797, 86.66666666666667, 'Low Risk'),
(134704, 99, 14, '50:46.1', 36.48823357, 97.10490651175972, 130, 89, 73, 'Female', 65.00678129055042, 1.6442981237448067, 0.087999622, 41, 24.04349184700881, 102.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(134706, 68, 18, '48:46.1', 36.42859437285443, 95.93510384994542, 121, 84, 29, 'Male', 99.41677030798758, 1.7312794353428131, 0.11354673276154466, 37, 33.16846013503696, 96.33333333333333, 'High Risk'),
(134707, 80, 12, '47:46.1', 36.344288494040384, 96.03643170029596, 121, 74, 58, 'Male', 88.78184903892831, 1.983858541618813, 0.054589888694745584, 47, 22.558113753640647, 89.66666666666667, 'Low Risk'),
(134708, 91, 18, '46:46.1', 36.358648698190215, 98.03276317769584, 138, 80, 75, 'Male', 52.712875802526916, 1.9759802419644399, 0.088336688, 58, 13.50055165299508, 99.33333333333333, 'High Risk'),
(134709, 71, 19, '45:46.1', 36.75639015147648, 98.90353872816652, 124, 89, 67, 'Male', 80.25001100287064, 1.5078996204764399, 0.1007402346174068, 35, 35.293947620129174, 100.66666666666667, 'High Risk'),
(134710, 77, 19, '44:46.1', 36.802701422291044, 97.02181199344258, 134, 78, 64, 'Female', 77.14129775610789, 1.8015650570352726, 0.12238488019088724, 56, 23.767693664561833, 96.66666666666666, 'Low Risk'),
(134711, 62, 19, '43:46.1', 36.41878233259715, 95.55725779646512, 131, 84, 47, 'Male', 82.54908352726076, 1.7515150247295446, 0.1364967091563142, 47, 26.908192243761867, 99.66666666666667, 'Low Risk'),
(134712, 70, 17, '42:46.1', 37.355247497870636, 95.86078868007571, 126, 89, 20, 'Female', 54.88097992, 1.997210264914178, 0.09507108, 37, 13.75860106162729, 101.33333333333333, 'High Risk'),
(134713, 89, 17, '41:46.1', 36.64459090069262, 97.24906949948739, 131, 70, 75, 'Male', 95.80374284071522, 1.920222490418287, 0.11895697363220786, 61, 25.98240645140335, 90.33333333333333, 'Low Risk'),
(134714, 65, 12, '40:46.1', 36.31689262429515, 95.23124235612349, 119, 87, 53, 'Male', 93.89063757005911, 1.9050073592557537, 0.057092866089633876, 32, 25.871938647836554, 97.66666666666667, 'Low Risk'),
(134715, 79, 19, '39:46.1', 36.97697573, 98.91809081288874, 132, 87, 49, 'Male', 89.40527052380816, 1.558303488073066, 0.094295997, 45, 36.817901884631944, 102, 'High Risk'),
(134716, 80, 12, '38:46.1', 36.45644348529976, 98.66777242675663, 118, 89, 39, 'Male', 88.23853689332869, 1.9413597335872506, 0.075411798, 29, 23.412417675119336, 98.66666666666667, 'Low Risk'),
(134717, 79, 15, '37:46.1', 37.25536772087423, 99.91793502, 135, 76, 66, 'Male', 50.01240876816555, 1.714940218, 0.081431153, 59, 17.005123925842295, 95.66666666666666, 'High Risk'),
(134718, 99, 12, '36:46.1', 36.260312916614005, 95.55275070636226, 117, 76, 28, 'Female', 68.37435046, 1.7689594405830142, 0.10909495963195392, 41, 21.850302961772545, 89.66666666666667, 'High Risk'),
(134719, 81, 18, '35:46.1', 37.34151004, 98.61247669351793, 136, 70, 26, 'Female', 89.11316524800719, 1.5788978024830707, 0.14831009774774306, 66, 35.74652498474799, 92, 'High Risk'),
(134720, 88, 17, '34:46.1', 37.26491760760413, 95.38087468814618, 121, 82, 47, 'Female', 86.83081698566113, 1.8292843542636277, 0.136408518, 39, 25.948451588760136, 95, 'Low Risk'),
(134721, 88, 13, '33:46.1', 36.53574516001675, 97.97272404185452, 121, 88, 21, 'Female', 77.82965340310591, 1.8278801677829342, 0.12507599566989835, 33, 23.29429948629664, 99, 'Low Risk'),
(134722, 77, 14, '32:46.1', 36.38323273060354, 95.18572742279362, 110, 71, 85, 'Female', 70.36650231, 1.6967861557836936, 0.13491641897342999, 39, 24.440593061432768, 84, 'Low Risk'),
(134723, 92, 18, '31:46.1', 37.47942993334499, 96.33206525875455, 118, 81, 35, 'Male', 51.664505755943665, 1.500114740739584, 0.11288479755065235, 37, 22.958490058354673, 93.33333333333333, 'High Risk'),
(134724, 65, 16, '30:46.1', 37.44917847653898, 97.15015116529833, 133, 83, 19, 'Female', 85.52549298272005, 1.9739455195092388, 0.1439396940424954, 50, 21.94953186252503, 99.66666666666666, 'Low Risk'),
(134725, 73, 19, '29:46.1', 37.144912966270915, 99.32304634071491, 134, 74, 61, 'Female', 58.38891067592845, 1.9733922936922113, 0.07531528, 60, 14.99351702634664, 94, 'High Risk'),
(134726, 70, 15, '28:46.1', 36.43502434635683, 95.52001570701029, 111, 76, 41, 'Male', 70.96794472522436, 1.8140356588434936, 0.11984449556993199, 35, 21.56604903546631, 87.66666666666667, 'Low Risk'),
(134727, 76, 17, '27:46.1', 36.461297179107824, 98.43415104371209, 139, 78, 21, 'Female', 70.22176166483766, 1.8628755266656651, 0.085043456, 61, 20.235039010774692, 98.33333333333333, 'Low Risk'),
(134728, 77, 12, '26:46.1', 36.65382676038467, 95.33806157654224, 116, 74, 57, 'Female', 57.028500805242665, 1.9901003318295414, 0.095637858, 42, 14.399320904435362, 88, 'High Risk'),
(134729, 97, 18, '25:46.1', 36.6489987, 95.98135005407761, 114, 75, 35, 'Female', 81.70209058073333, 1.9195080249660093, 0.051975282666540404, 39, 22.174472893861296, 88, 'High Risk'),
(134730, 79, 17, '24:46.1', 36.45571294841382, 96.99492025457432, 135, 82, 22, 'Female', 52.517817717060105, 1.8392217266134483, 0.14761347648770864, 53, 15.525246140521576, 99.66666666666666, 'High Risk'),
(134731, 90, 18, '23:46.1', 36.92285211284292, 96.65828673657475, 130, 72, 70, 'Female', 95.77826949222688, 1.8563695046285198, 0.061057780867685964, 58, 27.793173278947343, 91.33333333333333, 'Low Risk'),
(134732, 63, 16, '22:46.1', 37.19396797515832, 96.81888096894495, 115, 86, 58, 'Male', 71.12059699711874, 1.691954101, 0.087856091, 29, 24.84381226910105, 95.66666666666667, 'Low Risk'),
(134733, 63, 19, '21:46.1', 36.853632697610806, 95.38721260854136, 127, 86, 20, 'Male', 62.821753362284184, 1.684781100889087, 0.1306974648646939, 41, 22.13212371270625, 99.66666666666667, 'Low Risk'),
(134734, 64, 15, '20:46.1', 37.328923347165116, 98.09741921361508, 111, 84, 22, 'Female', 51.823094814691636, 1.9477939233756394, 0.1050836568680402, 27, 13.659579551684295, 93, 'High Risk'),
(134735, 78, 18, '19:46.1', 36.29988467376592, 97.01032687748351, 127, 76, 54, 'Male', 53.33998300785447, 1.5019008851159028, 0.053423039, 51, 23.646688289035527, 93, 'Low Risk'),
(134736, 73, 17, '18:46.1', 36.54622803011507, 96.48351800682049, 126, 83, 30, 'Female', 57.65634597788699, 1.769635440417911, 0.054511054, 43, 18.411089979251233, 97.33333333333333, 'High Risk'),
(134737, 73, 16, '17:46.1', 36.22079849, 97.95856784224374, 117, 70, 76, 'Male', 92.1618592, 1.662299030575965, 0.06895299, 47, 33.35284798543988, 85.66666666666667, 'High Risk'),
(134738, 65, 12, '16:46.1', 36.93805054822047, 98.02610504525646, 133, 84, 43, 'Female', 63.26554936850807, 1.690018634387774, 0.097976979, 49, 22.150538925865057, 100.33333333333333, 'Low Risk'),
(134739, 77, 13, '15:46.1', 36.29609808608343, 96.87791952321452, 122, 82, 36, 'Male', 76.49995837912496, 1.544838365677933, 0.14019016894480835, 40, 32.05495015, 95.33333333333333, 'High Risk'),
(134740, 77, 15, '14:46.1', 36.64582304723398, 95.75242796, 112, 89, 38, 'Male', 58.83010531670018, 1.8077018374207876, 0.078505265, 23, 18.003047483110418, 96.66666666666667, 'High Risk'),
(134741, 94, 19, '13:46.1', 37.43620734931841, 97.02895337, 138, 88, 27, 'Male', 95.92874626731319, 1.6594139251194375, 0.13413117320216866, 50, 34.83688445980311, 104.66666666666666, 'High Risk'),
(134742, 96, 18, '12:46.1', 36.742483682027355, 98.44137684200537, 133, 81, 74, 'Male', 70.30287243, 1.7088717550984278, 0.14851460166283298, 52, 24.074325404394354, 98.33333333333333, 'High Risk'),
(134743, 98, 19, '11:46.1', 36.48060268750823, 95.11162509459886, 119, 81, 49, 'Male', 99.80809446159564, 1.7106629813824097, 0.078211559, 38, 34.106476034257504, 93.66666666666667, 'High Risk'),
(134744, 94, 15, '10:46.1', 37.344418093168905, 99.09165966262725, 133, 88, 63, 'Female', 94.95129181411012, 1.5476379611153228, 0.14937015727631014, 45, 39.64259998470116, 103, 'High Risk'),
(134745, 82, 15, '09:46.1', 37.02838308, 95.85827693020083, 122, 76, 23, 'Male', 71.63221691812274, 1.9628504960234894, 0.058427524, 46, 18.592335517945113, 91.33333333333333, 'Low Risk'),
(134746, 89, 18, '08:46.1', 36.70436576602588, 99.13570827606162, 134, 71, 79, 'Male', 65.01126506885453, 1.6222720322866802, 0.060945906, 63, 24.702519738840714, 92, 'Low Risk'),
(134747, 94, 15, '07:46.1', 37.16628054079287, 98.11070870941931, 127, 76, 37, 'Male', 58.443044187085725, 1.8233026499796356, 0.11421964929127425, 51, 17.57985558374889, 93, 'High Risk'),
(134748, 77, 16, '06:46.1', 37.27335704279292, 97.76060946392887, 115, 82, 18, 'Female', 62.74110623457334, 1.6359424051745037, 0.12258625946253371, 33, 23.443160022141438, 93, 'Low Risk'),
(134749, 85, 16, '05:46.1', 36.28985669273136, 99.45141892018071, 137, 76, 67, 'Male', 87.19479216169677, 1.8544700362724367, 0.12448025264468711, 61, 25.35425802087043, 96.33333333333333, 'Low Risk'),
(134750, 88, 14, '04:46.1', 37.352089156222405, 98.92794166389146, 116, 85, 53, 'Male', 92.45854602241579, 1.5156742200937905, 0.14139689394596275, 31, 40.24716849742459, 95.33333333333333, 'High Risk'),
(134751, 96, 19, '03:46.1', 37.129631662458216, 95.15325575722542, 127, 84, 24, 'Female', 81.29442982832657, 1.7869210889644593, 0.11481326243298705, 43, 25.459509992587776, 98.33333333333333, 'High Risk'),
(134752, 86, 14, '02:46.1', 36.464760364271775, 95.3298817, 112, 89, 38, 'Male', 56.98893924688447, 1.693442943859032, 0.065681006, 23, 19.87235952842793, 96.66666666666667, 'Low Risk'),
(134753, 78, 16, '01:46.1', 37.384236952270925, 98.90820082, 129, 88, 35, 'Female', 65.49911430654298, 1.8602371091924033, 0.070506231, 41, 18.92774254223246, 101.66666666666667, 'Low Risk'),
(134754, 86, 16, '00:46.1', 36.01769864747968, 99.43060297397206, 126, 88, 33, 'Female', 55.59116730777932, 1.960166460622481, 0.12151750101472497, 38, 14.468379299877334, 100.66666666666667, 'High Risk'),
(134755, 68, 18, '59:46.1', 37.15070576706577, 97.50208914333614, 129, 72, 88, 'Female', 86.56256738272327, 1.9588749130943262, 0.069917183, 57, 22.558837720417205, 91, 'Low Risk'),
(134756, 81, 12, '58:46.1', 37.338017448413375, 98.21809231770729, 121, 86, 28, 'Male', 92.90047201619058, 1.5889530309266617, 0.055868197, 35, 36.795592546871816, 97.66666666666667, 'High Risk'),
(134757, 77, 17, '57:46.1', 37.493001224066695, 98.94233093650375, 125, 80, 60, 'Female', 65.61204039397805, 1.8862130017577314, 0.05215381, 45, 18.441747663206048, 95, 'High Risk'),
(134758, 83, 12, '56:46.1', 36.06172944286087, 99.27619074092048, 121, 83, 85, 'Female', 74.04515592122974, 1.6617350194412799, 0.064036131, 38, 26.81471018172603, 95.66666666666667, 'Low Risk'),
(134759, 79, 13, '55:46.1', 37.45845183007946, 97.62562349754408, 133, 89, 71, 'Male', 82.02121471441146, 1.7584635695346218, 0.11579047529523115, 44, 26.52524757135683, 103.66666666666667, 'Low Risk'),
(134760, 89, 13, '54:46.1', 37.30180337, 98.28493918967185, 128, 79, 23, 'Male', 65.65103163362099, 1.7850350358626197, 0.09283974, 49, 20.60383510933247, 95.33333333333333, 'Low Risk'),
(134761, 71, 14, '53:46.1', 36.173141294605955, 95.93161151022356, 137, 79, 43, 'Female', 99.80863290118077, 1.8502667621088622, 0.096740027, 58, 29.154084782324254, 98.33333333333333, 'Low Risk'),
(134762, 73, 18, '52:46.1', 37.447617289911975, 97.83883091, 130, 89, 26, 'Female', 51.35464714125202, 1.8562863704130028, 0.10887959571659253, 41, 14.903552359008126, 102.66666666666667, 'High Risk'),
(134763, 98, 15, '51:46.1', 36.738346421598514, 98.07495800155927, 130, 73, 70, 'Female', 74.49901505601245, 1.951820136430201, 0.1359939697620111, 57, 19.555590869500147, 92, 'High Risk'),
(134764, 91, 16, '50:46.1', 36.15707941547444, 97.31156036081055, 120, 72, 81, 'Female', 68.41037275880554, 1.7750165354868945, 0.090197124, 48, 21.71286591910932, 88, 'High Risk'),
(134765, 74, 14, '49:46.1', 36.49586263, 97.22418797470692, 119, 77, 60, 'Male', 65.9902682, 1.609679513, 0.10654720527721716, 42, 25.46836468419156, 91, 'Low Risk'),
(134766, 70, 16, '48:46.1', 36.76272018252141, 98.76400245135501, 120, 78, 73, 'Male', 82.97831746, 1.9218663289431075, 0.065462451, 42, 22.46561274586623, 92, 'Low Risk'),
(134767, 73, 15, '47:46.1', 36.32462796122626, 97.47593794449554, 131, 82, 83, 'Female', 95.75841687880398, 1.5799204611157915, 0.11032016705704731, 49, 38.36246545763179, 98.33333333333333, 'High Risk'),
(134768, 65, 16, '46:46.1', 36.51660184681539, 97.41431902876957, 121, 73, 69, 'Female', 85.54952750744641, 1.602237346005579, 0.073339358, 48, 33.32452091651847, 89, 'High Risk'),
(134769, 97, 17, '45:46.1', 37.14900136787426, 96.30235788497708, 110, 72, 25, 'Male', 81.30697899861859, 1.9306814190990016, 0.090617574, 38, 21.812557595115273, 84.66666666666667, 'High Risk'),
(134770, 97, 12, '44:46.1', 36.21839618115128, 97.48703672183885, 117, 83, 87, 'Male', 77.84414062, 1.9503747836586067, 0.079699393, 34, 20.46396488187113, 94.33333333333333, 'High Risk'),
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(134947, 60, 14, '47:46.1', 36.7805575, 97.79043598461378, 126, 73, 43, 'Male', 88.73386924864624, 1.9019610207671753, 0.13417735154547633, 53, 24.529358755448587, 90.66666666666666, 'Low Risk'),
(134948, 92, 19, '46:46.1', 36.383115139577185, 98.87540117653674, 128, 85, 29, 'Male', 58.605334804005814, 1.7710352072558004, 0.071626125, 43, 18.68455511843346, 99.33333333333333, 'High Risk'),
(134949, 66, 13, '45:46.1', 36.11343378240698, 95.85886622, 128, 84, 79, 'Male', 53.56792787287928, 1.662419363472678, 0.10697845434190133, 44, 19.383119337009646, 98.66666666666667, 'Low Risk'),
(134950, 91, 12, '44:46.1', 36.99530134269301, 96.46019624281097, 137, 75, 89, 'Female', 84.50166944923876, 1.591844872120253, 0.10299035702463058, 62, 33.347540112160246, 95.66666666666666, 'High Risk'),
(134951, 86, 14, '43:46.1', 36.9975771, 95.63083769235584, 111, 70, 78, 'Female', 63.32595218021771, 1.690847460779655, 0.075990526, 41, 22.14995607715721, 83.66666666666667, 'Low Risk'),
(134952, 66, 13, '42:46.1', 36.17204657, 97.40035345359885, 124, 84, 21, 'Male', 83.45032366865081, 1.9557483408088885, 0.082663606, 40, 21.817354307686983, 97.33333333333333, 'Low Risk'),
(134953, 62, 18, '41:46.1', 37.08816708040482, 99.13439012186399, 111, 70, 49, 'Female', 66.40964635707591, 1.5400167341762072, 0.05704011, 41, 28.00143494683737, 83.66666666666667, 'Low Risk'),
(134954, 71, 14, '40:46.1', 36.11767373308106, 98.67101124374653, 124, 73, 67, 'Female', 93.80251741227599, 1.7539266332398078, 0.05538313, 51, 30.49240280108717, 90, 'High Risk'),
(134955, 88, 17, '39:46.1', 37.44405773320285, 95.67900809296351, 124, 75, 62, 'Female', 66.13397563509781, 1.558207311515396, 0.086719006, 49, 27.237933507757955, 91.33333333333333, 'Low Risk'),
(134956, 82, 18, '38:46.1', 37.36994712222928, 99.42602866302106, 112, 89, 67, 'Female', 74.70740806704814, 1.8129939101498633, 0.11356074488060931, 23, 22.728510659076647, 96.66666666666667, 'Low Risk'),
(134957, 82, 18, '37:46.1', 36.988419531436996, 99.84863582732035, 126, 87, 46, 'Male', 92.94300980642096, 1.9389248277648092, 0.093088529, 39, 24.722636801659892, 100, 'Low Risk'),
(134958, 65, 17, '36:46.1', 36.291419020049375, 99.95527319135822, 138, 77, 68, 'Male', 68.83747128, 1.7970862728072852, 0.10204504542862439, 61, 21.315084303385813, 97.33333333333333, 'Low Risk'),
(134959, 89, 15, '35:46.1', 36.634346151448725, 96.96501662, 138, 79, 21, 'Male', 76.83798254, 1.542581106565869, 0.074198779, 59, 32.29088424407232, 98.66666666666666, 'High Risk'),
(134960, 64, 17, '34:46.1', 37.41549076743738, 97.95961936268193, 117, 72, 60, 'Male', 79.56935598650787, 1.6598105655447764, 0.091934301, 45, 28.88210173847949, 87, 'Low Risk'),
(134961, 76, 19, '33:46.1', 36.805042037537646, 97.55008088, 128, 72, 20, 'Female', 83.47192459858411, 1.9099234930311588, 0.10424342936919259, 56, 22.882764207118708, 90.66666666666666, 'Low Risk'),
(134962, 77, 19, '32:46.1', 36.93625278203025, 99.17544532623792, 139, 72, 42, 'Male', 71.07261730398247, 1.8204401923909286, 0.087725163, 67, 21.44615685447081, 94.33333333333333, 'Low Risk'),
(134963, 71, 14, '31:46.1', 37.498061661902646, 97.23478695597177, 123, 79, 44, 'Female', 88.57363859210236, 1.8792459275839142, 0.081487068, 44, 25.08056121, 93.66666666666667, 'Low Risk'),
(134964, 93, 14, '30:46.1', 36.55329525, 96.05733097527963, 137, 83, 86, 'Female', 56.23350337430645, 1.6846883543226343, 0.1335524245920487, 54, 19.81326251, 101, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(134965, 87, 16, '29:46.1', 36.57281377075455, 96.32208218937666, 112, 77, 53, 'Female', 63.196454380417826, 1.9230725905878945, 0.098723942, 35, 17.08839826108815, 88.66666666666667, 'High Risk'),
(134966, 97, 15, '28:46.1', 36.20814318154745, 97.05060355631221, 127, 88, 62, 'Male', 98.77403546, 1.9684019440387166, 0.078218942, 39, 25.492664293068923, 101, 'High Risk'),
(134967, 85, 19, '27:46.1', 36.241563141731106, 97.51031771021836, 116, 79, 46, 'Male', 92.70529911424968, 1.9446432373729547, 0.08229589, 37, 24.51459282141342, 91.33333333333333, 'Low Risk'),
(134968, 70, 14, '26:46.1', 36.22342052364662, 95.49521058633462, 125, 73, 58, 'Male', 65.62793842690542, 1.631702317362035, 0.09247127, 52, 24.649431153469262, 90.33333333333333, 'Low Risk'),
(134969, 74, 17, '25:46.1', 37.13075984888455, 97.25113414122639, 138, 80, 54, 'Female', 65.10755166859103, 1.7170744071884911, 0.13767759450225636, 58, 22.082748888697783, 99.33333333333333, 'Low Risk'),
(134970, 74, 12, '24:46.1', 37.497469316452175, 99.24133610727627, 134, 79, 74, 'Male', 85.28967366486367, 1.802520448925645, 0.11702090609464723, 55, 26.25040764893594, 97.33333333333333, 'Low Risk'),
(134971, 87, 19, '23:46.1', 37.30300159876279, 99.47961854108537, 129, 88, 41, 'Female', 62.09242634375976, 1.8980783470587514, 0.089519958, 41, 17.234963226287547, 101.66666666666667, 'High Risk'),
(134972, 72, 16, '22:46.1', 37.02344879, 96.95692255111125, 119, 87, 85, 'Male', 76.83780322165404, 1.8421203607615415, 0.076697345, 32, 22.643259011225005, 97.66666666666667, 'Low Risk'),
(134973, 60, 18, '21:46.1', 36.49382977495811, 99.96242190339176, 112, 80, 78, 'Female', 86.25287403656114, 1.946280781908491, 0.10887851209034366, 32, 22.76997671410467, 90.66666666666667, 'Low Risk'),
(134974, 63, 19, '20:46.1', 37.379497179979914, 98.22025901626436, 121, 70, 72, 'Male', 64.82249162363571, 1.6797093301643595, 0.07656386, 51, 22.975102158056337, 87, 'Low Risk'),
(134975, 80, 15, '19:46.1', 36.86634170291715, 99.21193589, 139, 84, 32, 'Male', 59.94962762488827, 1.5846056381788274, 0.093556968, 55, 23.87503935455374, 102.33333333333333, 'Low Risk'),
(134976, 90, 15, '18:46.1', 36.574859202944864, 99.04619797990198, 113, 84, 36, 'Male', 78.16748703875452, 1.6012734152458368, 0.13014080713266907, 29, 30.485629232630114, 93.66666666666667, 'High Risk'),
(134977, 91, 18, '17:46.1', 36.95790633968966, 97.01239842, 125, 71, 52, 'Female', 92.69487894838673, 1.6120854574080852, 0.067372453, 54, 35.66807089302119, 89, 'High Risk'),
(134978, 74, 12, '16:46.1', 37.46450808750332, 99.93821980821853, 113, 77, 47, 'Male', 51.46521356051172, 1.8796204611802625, 0.066943009, 36, 14.567111727998585, 89, 'High Risk'),
(134979, 71, 18, '15:46.1', 36.60097174173192, 96.14262451173681, 116, 76, 72, 'Male', 50.54712924343024, 1.8192568507135545, 0.13346486090629936, 40, 15.27244104886386, 89.33333333333333, 'High Risk'),
(134980, 76, 18, '14:46.1', 37.21989846, 95.89728937, 125, 89, 18, 'Male', 86.17525741031665, 1.8384042354933932, 0.061554164, 36, 25.497674079611382, 101, 'Low Risk'),
(134981, 86, 18, '13:46.1', 37.20928159093599, 95.60445680683372, 114, 73, 54, 'Male', 64.80138208, 1.9254229913185803, 0.10574746945169021, 41, 17.479618986817176, 86.66666666666667, 'High Risk'),
(134982, 76, 12, '12:46.1', 36.52663404113584, 97.14612638005347, 115, 83, 39, 'Female', 53.27039510269551, 1.8370453933479816, 0.064021595, 32, 15.78505655531988, 93.66666666666667, 'High Risk'),
(134983, 67, 15, '11:46.1', 37.192038405170585, 96.50316234182444, 136, 80, 70, 'Female', 70.52602622372898, 1.5934392931949746, 0.1403423033956927, 56, 27.776554254794053, 98.66666666666666, 'Low Risk'),
(134984, 86, 18, '10:46.1', 36.43531503168847, 97.63396007785755, 133, 82, 84, 'Female', 67.52039245098791, 1.5177532197715409, 0.14599900425854673, 51, 29.31113475979512, 99, 'Low Risk'),
(134985, 97, 18, '09:46.1', 37.25067496584256, 99.56756074771482, 130, 70, 38, 'Male', 62.738467781297736, 1.586900642540463, 0.14777237247163244, 60, 24.913482324885504, 90, 'High Risk'),
(134986, 97, 14, '08:46.1', 36.716461434973915, 95.18688514866629, 138, 86, 58, 'Female', 64.58530415151779, 1.8298649402765155, 0.12213573674047686, 52, 19.288374810199215, 103.33333333333333, 'High Risk'),
(134987, 80, 16, '07:46.1', 37.169672239165365, 96.37162534476246, 127, 82, 62, 'Male', 60.96674211, 1.623650673571063, 0.09439796, 45, 23.126387277076105, 97, 'Low Risk'),
(134988, 67, 17, '06:46.1', 37.102195732688664, 95.78036487003064, 110, 83, 81, 'Female', 92.31612545316355, 1.7823151408841456, 0.10466567311381522, 27, 29.060867592757386, 92, 'Low Risk'),
(134989, 69, 15, '05:46.1', 36.34686272122267, 98.55826382521121, 117, 74, 18, 'Female', 92.42870732044094, 1.572033899, 0.054299709, 43, 37.40098718, 88.33333333333333, 'High Risk'),
(134990, 78, 15, '04:46.1', 36.10342790400216, 99.75812573849757, 137, 74, 50, 'Male', 71.01065545939277, 1.846727565965459, 0.13979416745614226, 63, 20.821780195951096, 95, 'Low Risk'),
(134991, 64, 19, '03:46.1', 36.488518798981005, 96.76342030049007, 127, 75, 38, 'Male', 97.35379389989072, 1.9052208211857053, 0.10616837578484431, 52, 26.820214238158865, 92.33333333333333, 'Low Risk'),
(134992, 78, 14, '02:46.1', 36.73776454256673, 99.83865934698403, 122, 79, 56, 'Female', 57.557846630665765, 1.9389605402763321, 0.1433672550078385, 43, 15.309697014826263, 93.33333333333333, 'High Risk'),
(134993, 66, 14, '01:46.1', 36.00786554677293, 96.70407568, 125, 87, 80, 'Female', 87.85114641452364, 1.8445734020947582, 0.084509425, 38, 25.81995905079976, 99.66666666666667, 'Low Risk'),
(134994, 94, 14, '00:46.1', 36.85092476395447, 97.97477120475651, 131, 78, 22, 'Male', 97.04900517566327, 1.887249983304081, 0.12328911823174528, 53, 27.247849226965393, 95.66666666666666, 'High Risk'),
(134995, 96, 18, '59:46.1', 36.16195223656941, 95.79167431901122, 132, 74, 79, 'Male', 80.81600720197127, 1.5437816169172969, 0.13942713338553775, 58, 33.90983367682755, 93.33333333333333, 'High Risk'),
(134996, 82, 17, '58:46.1', 36.585713079454855, 96.14704416, 122, 79, 41, 'Male', 67.15916938280483, 1.6969560605214677, 0.051606788, 43, 23.321910358649717, 93.33333333333333, 'Low Risk'),
(134997, 73, 14, '57:46.1', 36.00478268363731, 96.69660181860436, 123, 74, 65, 'Female', 73.09392641357137, 1.74612098, 0.11573583705308578, 49, 23.97356553915138, 90.33333333333333, 'Low Risk'),
(134998, 82, 12, '56:46.1', 37.01929405611378, 96.70466713, 116, 76, 56, 'Female', 81.16590123438574, 1.8299895408060185, 0.13318377202465437, 40, 24.236862562210433, 89.33333333333333, 'Low Risk'),
(134999, 97, 18, '55:46.1', 36.95362419347013, 96.44037939713165, 111, 87, 64, 'Female', 68.73020291312177, 1.9194090229228569, 0.062817476, 24, 18.65574350203854, 95, 'High Risk'),
(135000, 61, 13, '54:46.1', 36.82104221712661, 96.29631429801627, 131, 88, 48, 'Male', 50.45404936137269, 1.8489099927111103, 0.065195371, 43, 14.759256773198627, 102.33333333333333, 'High Risk'),
(135001, 88, 19, '53:46.1', 36.40544091112318, 99.92022489517694, 135, 84, 67, 'Male', 76.33652555, 1.6755893038165988, 0.10764463020536441, 51, 27.18925015500643, 101, 'Low Risk'),
(135002, 70, 18, '52:46.1', 36.85500319665371, 97.69107704740043, 129, 78, 42, 'Female', 80.52878930073646, 1.8481463514859657, 0.055946519, 51, 23.57645211887784, 95, 'Low Risk'),
(135003, 88, 13, '51:46.1', 37.11670692316102, 97.14671431962056, 131, 78, 80, 'Female', 81.43092463369533, 1.7220034435505007, 0.057319398708904096, 53, 27.461315325441362, 95.66666666666666, 'Low Risk'),
(135004, 60, 16, '50:46.1', 37.18373915414116, 97.81326683369008, 117, 72, 82, 'Female', 88.89982003777115, 1.7635577467038952, 0.10621638540434228, 45, 28.58390184678184, 87, 'Low Risk'),
(135005, 70, 19, '49:46.1', 37.119912961190806, 95.85790633747331, 124, 78, 70, 'Female', 57.057474590355525, 1.5349544223895004, 0.057816317, 46, 24.217068858608084, 93.33333333333333, 'Low Risk'),
(135006, 64, 12, '48:46.1', 36.79409294291059, 96.63810306931953, 128, 88, 40, 'Male', 82.76402678, 1.6146646334343386, 0.065600599, 40, 31.745118080368034, 101.33333333333333, 'High Risk'),
(135007, 97, 15, '47:46.1', 36.34775729320324, 95.51035436349787, 139, 88, 44, 'Male', 53.56826919, 1.9985932253879515, 0.09003578, 51, 13.410926812943549, 105, 'High Risk'),
(135008, 90, 19, '46:46.1', 36.76104060433987, 98.22761902127586, 125, 71, 51, 'Male', 51.38713770940441, 1.8473215549353386, 0.054382394583815635, 54, 15.058074189156816, 89, 'High Risk'),
(135009, 93, 18, '45:46.1', 36.02018551660286, 97.71070754, 139, 73, 71, 'Male', 52.33364321430555, 1.7799614221156053, 0.098266558, 66, 16.518088542760655, 95, 'High Risk'),
(135010, 64, 19, '44:46.1', 37.49000481959743, 95.84430963711905, 125, 75, 72, 'Female', 52.767473874640004, 1.5293759138757477, 0.059192482203939335, 50, 22.559933304462778, 91.66666666666666, 'Low Risk'),
(135011, 95, 17, '43:46.1', 37.13540582620584, 98.34747999803466, 122, 89, 74, 'Female', 89.08425102986257, 1.6478569280000201, 0.096735061, 33, 32.806653268306086, 100, 'High Risk'),
(135012, 73, 17, '42:46.1', 37.34044954016645, 99.92032150981383, 119, 71, 73, 'Male', 57.457439492600145, 1.9652146749125494, 0.140135504, 48, 14.877373677348917, 87, 'High Risk'),
(135013, 98, 14, '41:46.1', 37.39552232256518, 95.2717581, 112, 72, 49, 'Female', 50.301324924422005, 1.5696464730527273, 0.07277905, 40, 20.41623835477864, 85.33333333333333, 'High Risk'),
(135014, 60, 14, '40:46.1', 36.637319458612474, 95.65198724050175, 134, 76, 63, 'Female', 77.59654306399828, 1.8365296843472891, 0.11291581585565548, 58, 23.006283601269136, 95.33333333333333, 'Low Risk'),
(135015, 77, 12, '39:46.1', 36.37337264078884, 95.91487022115194, 137, 73, 34, 'Female', 77.69029446199565, 1.574000328925158, 0.14278885960256527, 64, 31.35863354135198, 94.33333333333333, 'High Risk'),
(135016, 65, 13, '38:46.1', 36.10095124151604, 99.27135333574319, 111, 83, 67, 'Female', 70.61494533915679, 1.8359764729717176, 0.1321493779184211, 28, 20.94895693432603, 92.33333333333333, 'Low Risk'),
(135017, 95, 19, '37:46.1', 37.47110524225949, 98.45039734, 121, 89, 81, 'Male', 94.89804341613443, 1.599160501802611, 0.11542426579254723, 32, 37.10847861975598, 99.66666666666667, 'High Risk'),
(135018, 63, 15, '36:46.1', 36.94922251051371, 96.37066042835167, 136, 76, 73, 'Female', 68.61623469109185, 1.759725512431246, 0.052016211, 60, 22.15832977678429, 96, 'Low Risk'),
(135019, 61, 13, '35:46.1', 36.83175038930706, 95.53857675814531, 116, 84, 40, 'Male', 87.82967416186634, 1.7823299717278902, 0.074249385, 32, 27.64808468524141, 94.66666666666667, 'Low Risk'),
(135020, 96, 15, '34:46.1', 37.26645616073183, 96.26343783, 126, 70, 33, 'Male', 93.14896077, 1.926094228942423, 0.077596165, 56, 25.10862636030681, 88.66666666666666, 'High Risk'),
(135021, 76, 13, '33:46.1', 36.737699902615546, 99.36731243540781, 118, 83, 31, 'Female', 65.89071703832728, 1.7039065268112938, 0.14436051505374942, 35, 22.695131355017615, 94.66666666666667, 'Low Risk'),
(135022, 78, 16, '32:46.1', 36.94674680773774, 97.75858824878895, 120, 87, 57, 'Male', 88.20423716571986, 1.886469235124216, 0.072023436, 33, 24.785061121353756, 98, 'Low Risk'),
(135023, 62, 18, '31:46.1', 36.68215594071829, 97.34354624100959, 127, 71, 20, 'Female', 86.38408961779778, 1.989854796414112, 0.1184805123913892, 56, 21.816796876044506, 89.66666666666666, 'Low Risk'),
(135024, 76, 12, '30:46.1', 36.99074411342253, 95.18215302007196, 131, 83, 35, 'Female', 77.86264877481977, 1.6330332302155748, 0.13365244039140245, 48, 29.197060470490197, 99, 'Low Risk'),
(135025, 86, 16, '29:46.1', 36.35198021599558, 97.08965821887918, 127, 76, 49, 'Male', 84.14579185960565, 1.705252134429176, 0.10948330475000595, 51, 28.937112861198212, 93, 'Low Risk'),
(135026, 74, 13, '28:46.1', 36.25961258232317, 97.71611765506239, 126, 86, 86, 'Female', 59.48121662517107, 1.609714557231579, 0.10373405253920236, 40, 22.95525386, 99.33333333333333, 'Low Risk'),
(135027, 63, 13, '27:46.1', 37.39054584, 98.53155595460692, 120, 82, 75, 'Female', 61.97665734720842, 1.5299402172599859, 0.075727908, 38, 26.477637209630718, 94.66666666666667, 'Low Risk'),
(135028, 86, 14, '26:46.1', 36.394882827862794, 95.50872604892272, 130, 75, 54, 'Male', 99.40266548831826, 1.8606884332139064, 0.066941627, 55, 28.71115834809861, 93.33333333333333, 'Low Risk'),
(135029, 74, 17, '25:46.1', 36.90875280004171, 96.02932584928183, 134, 87, 53, 'Male', 74.87120942825308, 1.8634664191057335, 0.090453947, 47, 21.56113936618114, 102.66666666666667, 'Low Risk'),
(135030, 76, 13, '24:46.1', 36.50759366586218, 96.96884842078768, 120, 70, 40, 'Male', 71.07168013284812, 1.5021245445390494, 0.098437697, 50, 31.498124646209543, 86.66666666666666, 'High Risk'),
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(135208, 71, 12, '26:46.1', 36.539665865387576, 95.94608975789637, 124, 86, 61, 'Male', 60.28315417338657, 1.945546209, 0.062618749, 38, 15.926225741294727, 98.66666666666667, 'High Risk'),
(135209, 98, 14, '25:46.1', 36.24950796928341, 97.53964258127577, 126, 87, 42, 'Male', 54.291214787731754, 1.5379988662390949, 0.13955400151549677, 39, 22.951841105123226, 100, 'High Risk'),
(135210, 99, 12, '24:46.1', 37.22197067573379, 98.09535642976789, 132, 70, 38, 'Male', 56.149684189565235, 1.8468431248102972, 0.060700842096574927, 62, 16.462178403885858, 90.66666666666666, 'High Risk'),
(135211, 80, 18, '23:46.1', 36.840945500284704, 99.48350039520165, 119, 75, 56, 'Female', 74.96307110092334, 1.823520301325103, 0.062911419, 44, 22.54375028283989, 89.66666666666667, 'Low Risk'),
(135212, 97, 17, '22:46.1', 36.26392221527313, 96.74878158, 128, 83, 79, 'Male', 64.54053440905145, 1.911767582139273, 0.13554907517641043, 45, 17.658848113319983, 98, 'High Risk'),
(135213, 66, 16, '21:46.1', 36.85421913311191, 97.79645491763583, 123, 81, 65, 'Male', 65.24168151, 1.9444916025807708, 0.10185794452791169, 42, 17.254922060270786, 95, 'High Risk'),
(135214, 65, 17, '20:46.1', 37.28123682406065, 95.20412572432888, 138, 89, 75, 'Male', 90.92619040830272, 1.775713653048664, 0.10079803953179076, 49, 28.836538548663587, 105.33333333333333, 'Low Risk'),
(135215, 89, 12, '19:46.1', 36.284172313112435, 97.47460631800314, 134, 76, 55, 'Male', 87.21401583310325, 1.7177999952577896, 0.12479229358146773, 58, 29.55568912940457, 95.33333333333333, 'Low Risk'),
(135216, 92, 14, '18:46.1', 36.57693316945865, 99.88078223327068, 111, 85, 26, 'Male', 76.40285365, 1.756190645981184, 0.11334428983385304, 26, 24.772295989594298, 93.66666666666667, 'High Risk'),
(135217, 78, 12, '17:46.1', 36.33357717373838, 95.49122410567306, 113, 71, 88, 'Female', 66.57106569361429, 1.8379303946320036, 0.10804568100716513, 42, 19.707311874119753, 85, 'Low Risk'),
(135218, 69, 14, '16:46.1', 36.17673491853382, 97.76235267084482, 120, 71, 18, 'Female', 98.61075840501903, 1.7605083406004751, 0.052840023, 49, 31.816186598109688, 87.33333333333333, 'High Risk'),
(135219, 94, 12, '15:46.1', 36.753750260456016, 97.08551919147595, 125, 75, 69, 'Male', 66.68010317430307, 1.7480091692848518, 0.13942678115441579, 50, 21.822718486814622, 91.66666666666666, 'High Risk'),
(135220, 80, 19, '14:46.1', 36.829879477866236, 95.10438503365638, 111, 71, 42, 'Male', 87.96419379191919, 1.6399016761456962, 0.139006581, 40, 32.70922898400704, 84.33333333333333, 'High Risk'),
(135221, 75, 18, '13:46.1', 37.40118687473652, 97.45074102, 116, 87, 58, 'Female', 66.95094802885808, 1.6345258353425836, 0.073160149, 29, 25.059543315066612, 96.66666666666667, 'Low Risk'),
(135222, 67, 14, '12:46.1', 36.95241010745962, 95.91625931099213, 138, 85, 25, 'Female', 53.662740657289646, 1.7533544035811173, 0.079963051, 53, 17.45554577589122, 102.66666666666666, 'High Risk'),
(135223, 61, 14, '11:46.1', 37.023425923238584, 99.12654775, 116, 82, 43, 'Female', 51.53076099306084, 1.6372191401992828, 0.052895504, 34, 19.22440599587912, 93.33333333333333, 'Low Risk'),
(135224, 98, 16, '10:46.1', 36.18733431111458, 97.02284327306289, 130, 74, 64, 'Male', 63.41369166436132, 1.798653821942176, 0.12873431516830952, 56, 19.60143500644408, 92.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(135225, 69, 13, '09:46.1', 36.28134447751921, 98.42265215, 114, 75, 54, 'Male', 55.95737690440577, 1.9226544621838386, 0.10605632598877152, 39, 15.137524797161857, 88, 'High Risk'),
(135226, 70, 12, '08:46.1', 36.61815014, 99.72244642866886, 123, 73, 57, 'Male', 80.70878254392412, 1.614411253049629, 0.11155119559482035, 50, 30.966522972779963, 89.66666666666666, 'High Risk'),
(135227, 64, 19, '07:46.1', 37.17611703510499, 96.28442266095607, 134, 76, 25, 'Female', 50.522738536911405, 1.6873019978041062, 0.1352062367818484, 58, 17.746031234658847, 95.33333333333333, 'High Risk'),
(135228, 85, 16, '06:46.1', 37.41998545232914, 96.15787258933447, 136, 87, 43, 'Female', 67.02347991388218, 1.8671609093336272, 0.10659988616183906, 49, 19.224873025346227, 103.33333333333333, 'Low Risk'),
(135229, 70, 19, '05:46.1', 36.16906451573535, 99.15291665, 132, 85, 65, 'Male', 82.01918997402471, 1.5205029298974164, 0.1382852811877176, 47, 35.47651519745327, 100.66666666666667, 'High Risk'),
(135230, 71, 14, '04:46.1', 36.36758376166097, 96.88787293023175, 134, 72, 49, 'Male', 70.60383598631176, 1.8559307186352323, 0.053680431, 62, 20.49768322647886, 92.66666666666666, 'Low Risk'),
(135231, 76, 12, '03:46.1', 36.19982626012074, 99.84184750237984, 139, 87, 44, 'Male', 68.14623303625154, 1.5234731136034187, 0.089175744, 52, 29.36109618373166, 104.33333333333333, 'Low Risk'),
(135232, 64, 19, '02:46.1', 36.12124113977339, 96.29453720813818, 119, 84, 83, 'Female', 86.16410434667978, 1.9232619909658162, 0.10997671850854507, 35, 23.294290133506152, 95.66666666666667, 'Low Risk'),
(135233, 91, 13, '01:46.1', 36.377282356826896, 97.11979737223875, 129, 77, 48, 'Male', 76.82347976412159, 1.5328961507329504, 0.078503563, 52, 32.69403382274928, 94.33333333333333, 'High Risk'),
(135234, 86, 13, '00:46.1', 36.045912080824976, 96.19818221722984, 120, 76, 86, 'Female', 97.40073877855707, 1.9321091126455452, 0.057849257, 44, 26.091494348226146, 90.66666666666667, 'Low Risk'),
(135235, 88, 16, '59:46.1', 36.09353723, 96.79215925364964, 134, 79, 64, 'Female', 89.88417848682792, 1.5013176663896253, 0.085861592, 55, 39.87843104148877, 97.33333333333333, 'High Risk'),
(135236, 88, 17, '58:46.1', 36.24765266941229, 99.00423508985607, 136, 72, 46, 'Male', 64.61795498668499, 1.7108850829489888, 0.069598205, 64, 22.075549866292718, 93.33333333333333, 'Low Risk'),
(135237, 76, 12, '57:46.1', 36.665579410508606, 99.59458188337062, 112, 83, 20, 'Female', 90.19841447965146, 1.6892785362267861, 0.11787977932269816, 29, 31.60795333660424, 92.66666666666667, 'High Risk'),
(135238, 63, 15, '56:46.1', 36.38895968700337, 99.60980695794147, 114, 80, 23, 'Male', 58.985956977516935, 1.6929167195374586, 0.13462540185700983, 34, 20.581519808326586, 91.33333333333333, 'Low Risk'),
(135239, 69, 15, '55:46.1', 37.10654159727036, 97.36758839951041, 130, 77, 46, 'Male', 51.89677795031011, 1.8008061007740452, 0.066753972, 53, 16.00318731401605, 94.66666666666666, 'High Risk'),
(135240, 79, 13, '54:46.1', 36.702212815367105, 97.50620376035171, 110, 76, 27, 'Female', 53.33190341972084, 1.5661183544823303, 0.10537174953932625, 34, 21.743924186238207, 87.33333333333333, 'Low Risk'),
(135241, 74, 14, '53:46.1', 36.34383250166916, 98.71115486422113, 118, 70, 72, 'Male', 79.64531661104135, 1.9324843587401586, 0.067515973, 48, 21.32692629613159, 86, 'Low Risk'),
(135242, 60, 15, '52:46.1', 36.867589850749155, 95.89908115294058, 137, 79, 83, 'Female', 53.304385660474765, 1.5695838111848925, 0.12162458392541743, 58, 21.636844355673862, 98.33333333333333, 'Low Risk'),
(135243, 94, 18, '51:46.1', 36.62645300352405, 97.86859301860932, 115, 71, 85, 'Female', 88.19112128516707, 1.710422206335896, 0.13004426211580766, 44, 30.145202926144293, 85.66666666666667, 'High Risk'),
(135244, 60, 13, '50:46.1', 37.41712980566671, 97.70947024260524, 110, 80, 86, 'Female', 81.20459077511936, 1.7925625181489797, 0.052215446038132135, 30, 25.271554652788865, 90, 'Low Risk'),
(135245, 60, 13, '49:46.1', 37.300188432611506, 99.80595229409896, 133, 85, 63, 'Male', 96.78792851266904, 1.968033010670891, 0.11605026934473472, 48, 24.98943502754673, 101, 'Low Risk'),
(135246, 89, 17, '48:46.1', 36.62477666, 98.28704008985063, 118, 72, 49, 'Male', 91.72405701300431, 1.8444279305951916, 0.13745844695640058, 46, 26.962482433820735, 87.33333333333333, 'Low Risk'),
(135247, 86, 12, '47:46.1', 36.47071594885473, 97.84820639144266, 125, 70, 44, 'Male', 51.25250699997817, 1.9524315805117811, 0.089652044, 55, 13.445082336375414, 88.33333333333333, 'High Risk'),
(135248, 77, 18, '46:46.1', 36.917998558505055, 99.09530727109399, 120, 73, 19, 'Male', 77.01297108134587, 1.8138159815776302, 0.056941503526063766, 47, 23.408707231925398, 88.66666666666667, 'Low Risk'),
(135249, 96, 17, '45:46.1', 37.13452175967119, 95.27134633977673, 124, 75, 23, 'Female', 93.05537247753766, 1.6453675006056345, 0.12006466332890203, 49, 34.37285627647993, 91.33333333333333, 'High Risk'),
(135250, 67, 15, '44:46.1', 36.23480621432218, 99.29131690042658, 135, 84, 32, 'Female', 50.276432673030655, 1.8414970998442668, 0.1346136110044377, 51, 14.82594472460479, 101, 'High Risk'),
(135251, 73, 15, '43:46.1', 36.25495603, 95.76880078702756, 132, 76, 31, 'Male', 97.48806893913422, 1.6182958887864738, 0.1331046784307286, 56, 37.225077127302264, 94.66666666666666, 'High Risk'),
(135252, 71, 13, '42:46.1', 36.12279994486656, 95.16423730945718, 121, 77, 36, 'Female', 91.12907824931088, 1.5447344527212528, 0.065252847, 44, 38.18996952088898, 91.66666666666667, 'High Risk'),
(135253, 66, 19, '41:46.1', 37.28702573792222, 96.53963846803175, 139, 77, 28, 'Male', 73.07119476906773, 1.577274455866603, 0.13416699068540922, 62, 29.371874817855108, 97.66666666666666, 'Low Risk'),
(135254, 60, 17, '40:46.1', 36.996265408860374, 95.39787919617339, 121, 85, 77, 'Female', 79.53172666386214, 1.5538525929252551, 0.097024161, 36, 32.93978632008976, 97, 'High Risk'),
(135255, 73, 12, '39:46.1', 37.233265265291436, 99.79769306600936, 125, 78, 48, 'Male', 96.86616223573186, 1.535123492416202, 0.079739192, 47, 41.10412975865975, 93.66666666666667, 'High Risk'),
(135256, 69, 16, '38:46.1', 37.41096384168259, 98.37306468940976, 131, 87, 86, 'Female', 99.65153460991863, 1.7561048211601904, 0.11086527169653292, 44, 32.31343452722981, 101.66666666666667, 'High Risk'),
(135257, 99, 12, '37:46.1', 36.820447762218315, 96.78941364947474, 134, 87, 85, 'Male', 78.17149703697027, 1.5148534228177142, 0.082321136, 47, 34.064906714310986, 102.66666666666667, 'High Risk'),
(135258, 65, 18, '36:46.1', 37.17747895748501, 98.72827774731802, 126, 72, 39, 'Female', 90.74199844971386, 1.8821302160499296, 0.0992663, 54, 25.615863815755826, 90, 'Low Risk'),
(135259, 82, 17, '35:46.1', 36.705385554159754, 96.70395847171277, 132, 76, 40, 'Male', 70.72214112353265, 1.6074764724830286, 0.084959596, 56, 27.369455042021556, 94.66666666666666, 'Low Risk'),
(135260, 73, 19, '34:46.1', 36.27885420182104, 96.74280764021279, 118, 85, 73, 'Female', 56.12811154117223, 1.835788962364882, 0.13103129889433912, 33, 16.65462742639507, 96, 'High Risk'),
(135261, 78, 12, '33:46.1', 36.30264019205031, 99.29784709869942, 132, 80, 87, 'Male', 55.53484809762342, 1.5639612884052303, 0.14371814641200323, 52, 22.704586148273936, 97.33333333333333, 'Low Risk'),
(135262, 79, 12, '32:46.1', 37.060031606955704, 98.17285461809595, 135, 79, 31, 'Male', 52.103326983706836, 1.7808580155149056, 0.064177369, 56, 16.428838663809152, 97.66666666666666, 'High Risk'),
(135263, 83, 18, '31:46.1', 36.42753378348421, 97.73140708007682, 113, 75, 64, 'Female', 58.88347043692281, 1.5489621656266666, 0.075074213, 38, 24.54210321806078, 87.66666666666667, 'Low Risk'),
(135264, 88, 17, '30:46.1', 36.25080150382183, 99.81284417309809, 118, 82, 46, 'Male', 97.19095191768018, 1.9250303023859363, 0.12967297412160095, 36, 26.227125553003226, 94, 'Low Risk'),
(135265, 61, 12, '29:46.1', 37.02476228534835, 99.47670105307984, 113, 81, 78, 'Female', 82.06086877612498, 1.941961590163147, 0.10203147129694998, 32, 21.759796973551225, 91.66666666666667, 'Low Risk'),
(135266, 76, 16, '28:46.1', 36.479719574310494, 99.86987698823913, 134, 76, 23, 'Female', 66.74253275996301, 1.9147620501309606, 0.067586354, 58, 18.204261300120333, 95.33333333333333, 'High Risk'),
(135267, 73, 16, '27:46.1', 37.080079051871785, 96.46987719452868, 137, 79, 78, 'Male', 60.70619904234315, 1.9201343301313314, 0.089127412, 58, 16.46530639215399, 98.33333333333333, 'High Risk'),
(135268, 84, 17, '26:46.1', 37.17363436, 96.12502686009434, 114, 89, 83, 'Male', 93.68492859272358, 1.7572058235679828, 0.11456084181387599, 25, 30.34062077670462, 97.33333333333333, 'High Risk'),
(135269, 83, 14, '25:46.1', 37.061394390688164, 96.80239313088258, 110, 81, 79, 'Female', 97.73476715345376, 1.5506194952307386, 0.13042828461693173, 29, 40.647945809470734, 90.66666666666667, 'High Risk'),
(135270, 97, 19, '24:46.1', 37.337047982120225, 98.42212158, 122, 79, 67, 'Male', 92.39971896852367, 1.5422024041754891, 0.10114951521293253, 43, 38.849720501688566, 93.33333333333333, 'High Risk'),
(135271, 65, 14, '23:46.1', 36.00775645363498, 95.30834430057907, 110, 71, 43, 'Female', 93.40406083739624, 1.911071688426232, 0.12217683102187218, 39, 25.574773767765322, 84, 'Low Risk'),
(135272, 91, 17, '22:46.1', 36.331346544305696, 96.21208864824415, 123, 73, 23, 'Male', 90.66836989238813, 1.926609224313306, 0.055538625, 50, 24.426910273283035, 89.66666666666666, 'High Risk'),
(135273, 70, 18, '21:46.1', 36.00392286, 97.63736779609269, 113, 76, 88, 'Male', 66.53683449997192, 1.790164527610787, 0.11871655257617413, 37, 20.76233723592923, 88.33333333333333, 'Low Risk'),
(135274, 65, 14, '20:46.1', 36.669847816586135, 96.10645636044094, 123, 83, 87, 'Female', 76.66063699698921, 1.8857962492014337, 0.11058533962656758, 40, 21.55673031, 96.33333333333333, 'Low Risk'),
(135275, 65, 17, '19:46.1', 36.46419248687334, 98.29688994259283, 125, 71, 19, 'Male', 84.44956041399841, 1.7275955744694933, 0.11958439, 54, 28.295229939969243, 89, 'Low Risk'),
(135276, 88, 17, '18:46.1', 36.03520230749184, 97.66050981, 133, 70, 49, 'Male', 97.39083131667718, 1.6611993005216643, 0.074221765, 63, 35.29186374206791, 91, 'High Risk'),
(135277, 87, 16, '17:46.1', 36.88644892039456, 97.64886281101471, 136, 76, 69, 'Male', 82.22141445346412, 1.7847298257786344, 0.06841965, 60, 25.813089113553296, 96, 'Low Risk'),
(135278, 82, 17, '16:46.1', 36.22788334370689, 99.83305575938004, 110, 86, 37, 'Male', 89.79106039, 1.551847225532574, 0.094947513, 24, 37.28508797990105, 94, 'High Risk'),
(135279, 65, 19, '15:46.1', 37.36602214477254, 97.03609701955816, 117, 80, 67, 'Female', 98.85832496590047, 1.8938001913236564, 0.059089458970388545, 37, 27.56417099535575, 92.33333333333333, 'Low Risk'),
(135280, 86, 18, '14:46.1', 37.42371637352177, 96.57148259933172, 111, 77, 45, 'Male', 66.11603638770131, 1.502075292012847, 0.063943474, 34, 29.30376381342392, 88.33333333333333, 'Low Risk'),
(135281, 62, 13, '13:46.1', 36.038629193519924, 96.12189591036183, 117, 77, 37, 'Female', 56.89684990856842, 1.6450473114162987, 0.1217551082807876, 40, 21.024778876325986, 90.33333333333333, 'Low Risk'),
(135282, 73, 17, '12:46.1', 36.825947578726726, 96.05106911045915, 113, 82, 74, 'Male', 62.34617786495792, 1.9303281992775259, 0.1389696924795072, 31, 16.73198720982481, 92.33333333333333, 'High Risk'),
(135283, 62, 14, '11:46.1', 36.128226795071384, 97.24414868769037, 115, 77, 54, 'Female', 97.05521687492424, 1.8473041270973753, 0.090533345, 38, 28.44081801255497, 89.66666666666667, 'Low Risk'),
(135284, 89, 14, '10:46.1', 36.465484355926975, 98.62713611130917, 131, 84, 71, 'Male', 67.08378422, 1.9883714396049392, 0.059974971, 47, 16.96768216360913, 99.66666666666667, 'High Risk'),
(135285, 80, 14, '09:46.1', 36.532171324101235, 98.82739389, 112, 77, 43, 'Female', 51.88174246496856, 1.8153830652140055, 0.13321666078427857, 35, 15.742655578041871, 88.66666666666667, 'High Risk'),
(135286, 77, 14, '08:46.1', 37.25794244083373, 98.32106340871147, 129, 72, 20, 'Female', 78.87009739304094, 1.9288027516555255, 0.10785558840885376, 57, 21.20004306971715, 91, 'Low Risk'),
(135287, 65, 15, '07:46.1', 37.23292042531591, 97.52061181, 126, 79, 58, 'Female', 63.45286963, 1.6910266228554867, 0.060500004, 47, 22.189646193845935, 94.66666666666667, 'Low Risk'),
(135288, 97, 13, '06:46.1', 36.89507009626324, 98.56642271702258, 136, 77, 76, 'Male', 70.82781752523093, 1.753654390020469, 0.10357492156133483, 59, 23.031161791579645, 96.66666666666666, 'High Risk'),
(135289, 96, 17, '05:46.1', 36.72697188324329, 98.02404814887028, 126, 71, 48, 'Female', 63.779112289267516, 1.8379176648383035, 0.080259239, 55, 18.881059739723785, 89.33333333333333, 'High Risk'),
(135290, 83, 19, '04:46.1', 36.78258017457464, 99.79277339254462, 122, 85, 79, 'Female', 51.94559468332847, 1.7023890997553255, 0.1090376564210494, 37, 17.923840177941695, 97.33333333333333, 'High Risk'),
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(135467, 71, 14, '07:46.1', 36.732845490223625, 96.47190764182152, 119, 76, 86, 'Male', 85.91099388561162, 1.9898575812400288, 0.050337898, 43, 21.69725310652135, 90.33333333333333, 'Low Risk'),
(135468, 62, 17, '06:46.1', 36.31297687959294, 96.83634872410995, 129, 76, 47, 'Female', 87.91276576659922, 1.5939714461482637, 0.10665903025807999, 53, 34.60117672782118, 93.66666666666666, 'High Risk'),
(135469, 98, 19, '05:46.1', 36.07012707422118, 98.32523974932575, 116, 82, 51, 'Female', 92.06219505373514, 1.842575015457978, 0.10465899653276689, 34, 27.116333687615242, 93.33333333333333, 'High Risk'),
(135470, 62, 15, '04:46.1', 36.64844761953979, 95.59655792774578, 120, 76, 52, 'Female', 69.85078531044621, 1.5449971590940477, 0.13600847069454997, 44, 29.262802941226678, 90.66666666666667, 'Low Risk'),
(135471, 97, 17, '03:46.1', 37.01460692096165, 95.91508986346072, 129, 88, 89, 'Female', 73.54397913837091, 1.9525942542069474, 0.11050463448555597, 41, 19.289595023157396, 101.66666666666667, 'High Risk'),
(135472, 63, 12, '02:46.1', 37.45266340704715, 97.72984572563192, 112, 74, 54, 'Female', 93.79995900770152, 1.7946251806573912, 0.065051181, 38, 29.124275753116994, 86.66666666666667, 'Low Risk'),
(135473, 91, 16, '01:46.1', 36.79256404098033, 97.71652216137184, 115, 83, 78, 'Female', 89.40663877, 1.6318053616093982, 0.10824820321907236, 32, 33.57631699580809, 93.66666666666667, 'High Risk'),
(135474, 65, 18, '00:46.1', 37.023960473232115, 95.85054364333037, 126, 70, 77, 'Female', 77.94544341, 1.7477430539310221, 0.11509018611251003, 56, 25.51734952495967, 88.66666666666666, 'Low Risk'),
(135475, 86, 13, '59:46.1', 37.152516873888786, 99.87395283572504, 122, 88, 54, 'Female', 74.12692005329501, 1.6796658870703378, 0.14046380662314076, 34, 26.274239332555915, 99.33333333333333, 'Low Risk'),
(135476, 67, 12, '58:46.1', 36.46306798607005, 98.65458787, 112, 73, 83, 'Female', 57.45958924164755, 1.6332290519688528, 0.071655315, 39, 21.541122173776827, 86, 'Low Risk'),
(135477, 75, 19, '57:46.1', 37.21122302327169, 98.27485989628389, 127, 72, 69, 'Male', 67.99153627343614, 1.797410362516849, 0.1411918146503709, 55, 21.045554451001767, 90.33333333333333, 'Low Risk'),
(135478, 84, 13, '56:46.1', 36.04788520062272, 99.74333539, 123, 89, 74, 'Male', 84.09450900375987, 1.7443810700347306, 0.062321067, 34, 27.636618854026523, 100.33333333333333, 'Low Risk'),
(135479, 71, 16, '55:46.1', 36.23506505724451, 99.75659687249028, 137, 75, 83, 'Male', 61.09999835136311, 1.8302953101937431, 0.060250398, 62, 18.238909344430517, 95.66666666666666, 'High Risk'),
(135480, 94, 12, '54:46.1', 36.10399200223403, 97.34813908780595, 134, 85, 31, 'Male', 61.579548345724646, 1.665912468039673, 0.092338739, 49, 22.188714498409162, 101.33333333333333, 'High Risk'),
(135481, 79, 18, '53:46.1', 37.10299082, 95.41856310771622, 139, 77, 88, 'Male', 73.02961815315349, 1.7976672884366596, 0.13776178953704182, 62, 22.598540846105916, 97.66666666666666, 'Low Risk'),
(135482, 75, 15, '52:46.1', 36.72056653873892, 97.73133534798328, 115, 89, 54, 'Male', 78.25734399504164, 1.6631221352553596, 0.089778677, 26, 28.292857779250404, 97.66666666666667, 'Low Risk'),
(135483, 63, 13, '51:46.1', 36.35530043902329, 99.03390558465021, 135, 78, 73, 'Female', 83.64226572257871, 1.6008871230185568, 0.1422176798658752, 57, 32.63655921119919, 97, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(135485, 71, 18, '49:46.1', 36.50495732750121, 98.83666632419731, 125, 86, 49, 'Female', 78.44500676724522, 1.5947076163055933, 0.1131126215362271, 39, 30.846306385803075, 99, 'High Risk'),
(135486, 87, 12, '48:46.1', 36.421925688221634, 98.60723636778192, 131, 70, 20, 'Female', 77.94439886016701, 1.8192752452155023, 0.091913549, 61, 23.54984709467658, 90.33333333333333, 'Low Risk'),
(135487, 69, 15, '47:46.1', 36.190216483598626, 95.91019917825146, 131, 84, 52, 'Female', 85.12923899088972, 1.9441441511261461, 0.073682295, 47, 22.522771188978243, 99.66666666666667, 'Low Risk'),
(135488, 72, 18, '46:46.1', 36.11411487532325, 95.31029189909226, 117, 81, 22, 'Female', 81.51977862941983, 1.6276821655264895, 0.072175935, 36, 30.769736826545543, 93, 'High Risk'),
(135489, 81, 15, '45:46.1', 37.12806669781504, 96.61656136, 134, 71, 44, 'Male', 77.05582962943501, 1.542092595406387, 0.067143719, 63, 32.402953458397924, 92, 'High Risk'),
(135490, 72, 13, '44:46.1', 36.648362139909764, 95.44890226923327, 129, 86, 80, 'Male', 57.53435565235671, 1.9540762094995565, 0.12403130453767315, 43, 15.06760612539558, 100.33333333333333, 'High Risk'),
(135491, 99, 15, '43:46.1', 36.897919167032256, 97.63241282488278, 116, 82, 21, 'Female', 82.75075832394432, 1.6546700301728712, 0.1022184970531412, 34, 30.223807917066477, 93.33333333333333, 'High Risk'),
(135492, 95, 16, '42:46.1', 36.93597876, 95.63391834707436, 135, 88, 39, 'Male', 89.72438807224631, 1.8130412156364117, 0.066722184, 47, 27.29575749947923, 103.66666666666667, 'High Risk'),
(135493, 60, 12, '41:46.1', 36.83317258377687, 95.88252454421331, 124, 78, 36, 'Male', 66.51155997817739, 1.8298886955662592, 0.069892861, 46, 19.863134599782786, 93.33333333333333, 'Low Risk'),
(135494, 81, 14, '40:46.1', 36.90909161928306, 96.45579658394148, 118, 71, 35, 'Male', 71.05043142240854, 1.9981509672228033, 0.13984371354363437, 47, 17.795497102676418, 86.66666666666667, 'High Risk'),
(135495, 74, 13, '39:46.1', 37.147900653331504, 97.43146333594595, 114, 78, 66, 'Female', 56.339383971422336, 1.6264170534994506, 0.052067137557977095, 36, 21.29846258185357, 90, 'Low Risk'),
(135496, 74, 18, '38:46.1', 36.68047339093984, 95.03097346056929, 133, 74, 74, 'Male', 58.00991323164256, 1.885857798233727, 0.065152218, 59, 16.311140623714607, 93.66666666666666, 'High Risk'),
(135497, 75, 16, '37:46.1', 36.46966323172969, 99.82211139676012, 128, 89, 43, 'Male', 83.53352274943035, 1.5431919655146082, 0.12492268193593506, 39, 35.07687456057464, 102, 'High Risk'),
(135498, 73, 12, '36:46.1', 36.02016725305189, 96.49944709531226, 116, 71, 26, 'Female', 55.578650588387724, 1.7103556872428731, 0.1426262095783793, 45, 18.999191755029955, 86, 'Low Risk'),
(135499, 93, 13, '35:46.1', 36.68479894, 98.32588601982431, 119, 70, 81, 'Female', 59.695969503831535, 1.640332900374706, 0.14933762260176242, 49, 22.186102671810136, 86.33333333333333, 'High Risk'),
(135500, 80, 17, '34:46.1', 37.10348105604951, 99.34501580403725, 120, 77, 31, 'Female', 71.38101417570142, 1.5349451048261784, 0.092092601, 43, 30.29681798304792, 91.33333333333333, 'High Risk'),
(135501, 89, 13, '33:46.1', 36.44742532769993, 98.91018246235336, 120, 75, 79, 'Male', 61.32296845223112, 1.7175227402265996, 0.1426273828547026, 45, 20.788261810304487, 90, 'Low Risk'),
(135502, 68, 19, '32:46.1', 36.694252927871304, 95.3261781, 110, 78, 73, 'Male', 66.80920477765642, 1.7895511515529114, 0.063706792, 32, 20.86162187332897, 88.66666666666667, 'Low Risk'),
(135503, 69, 16, '31:46.1', 37.31011236461105, 95.13225722961985, 128, 85, 54, 'Male', 86.57899922838087, 1.7375057316860705, 0.072203253, 43, 28.67874019456622, 99.33333333333333, 'Low Risk'),
(135504, 75, 15, '30:46.1', 37.187227229281135, 97.20705333276436, 117, 87, 57, 'Female', 95.70174253235513, 1.6576563353367704, 0.08738287, 30, 34.82818557879582, 97, 'High Risk'),
(135505, 99, 13, '29:46.1', 36.75113267519255, 99.83565456784777, 112, 89, 49, 'Male', 54.859524185341954, 1.6112882935499433, 0.14468950262792296, 23, 21.130293664461572, 96.66666666666667, 'High Risk'),
(135506, 75, 13, '28:46.1', 36.242301793076834, 95.14189232, 111, 72, 74, 'Female', 82.12160204593664, 1.690493418468724, 0.1052779682105714, 39, 28.73627324075399, 85, 'Low Risk'),
(135507, 72, 13, '27:46.1', 36.13214021904157, 95.54339272479389, 133, 85, 59, 'Female', 87.50861439, 1.803403675085302, 0.13608642262060916, 48, 26.906976939035165, 101, 'Low Risk'),
(135508, 73, 16, '26:46.1', 36.71990669227451, 96.42734734384533, 122, 88, 64, 'Female', 55.10220403463688, 1.5295154529359585, 0.062310572, 34, 23.553813522138203, 99.33333333333333, 'Low Risk'),
(135509, 87, 18, '25:46.1', 36.253619284470254, 98.89978323572076, 123, 82, 21, 'Female', 61.86867210706868, 1.8868668301777953, 0.12728310272680612, 41, 17.377539922824976, 95.66666666666667, 'High Risk'),
(135510, 99, 15, '24:46.1', 36.15266707917655, 97.33581454, 113, 83, 33, 'Male', 83.81169901, 1.8591498529632382, 0.10690334679448749, 30, 24.247995984613933, 93, 'High Risk'),
(135511, 71, 16, '23:46.1', 36.08784654907363, 97.28154024851602, 122, 89, 42, 'Male', 50.372995751956225, 1.5598265833697331, 0.093341222, 33, 20.703565498902325, 100, 'Low Risk'),
(135512, 60, 15, '22:46.1', 36.39248076049223, 98.11473555272138, 136, 86, 82, 'Female', 50.81910897, 1.5419760785062797, 0.096234637, 50, 21.373309440627683, 102.66666666666666, 'Low Risk'),
(135513, 87, 19, '21:46.1', 36.64986263354541, 98.04591742419079, 110, 79, 30, 'Male', 55.57413099594401, 1.5001510308517283, 0.10421152926259142, 31, 24.694640655474416, 89.33333333333333, 'Low Risk'),
(135514, 97, 15, '20:46.1', 37.270614482690966, 96.23177406926256, 139, 77, 87, 'Female', 93.62915617499446, 1.7422879462418548, 0.12418893558939055, 62, 30.84403912140381, 97.66666666666666, 'High Risk'),
(135515, 94, 18, '19:46.1', 36.49726358490941, 96.70245918, 125, 86, 67, 'Male', 85.37763311445786, 1.8171663698585503, 0.1253260888359416, 39, 25.85560648776397, 99, 'High Risk'),
(135516, 94, 17, '18:46.1', 37.02889192652705, 99.44155733000015, 118, 89, 26, 'Female', 53.71780985, 1.808254519883122, 0.14247363125092471, 29, 16.428547921616218, 98.66666666666667, 'High Risk'),
(135517, 62, 15, '17:46.1', 36.79610761138337, 99.48901845, 112, 88, 56, 'Female', 69.44713793452209, 1.5394943901316402, 0.10998988643780458, 24, 29.302058486381032, 96, 'Low Risk'),
(135518, 86, 12, '16:46.1', 36.231345152013176, 95.05382244782533, 120, 70, 18, 'Female', 83.56754764, 1.9912420856857564, 0.081811281, 50, 21.07606514449455, 86.66666666666666, 'Low Risk'),
(135519, 87, 16, '15:46.1', 36.72129825591356, 96.25776018349025, 125, 83, 26, 'Female', 90.02863339, 1.9839143980574225, 0.13215893296919468, 42, 22.873614590141027, 97, 'Low Risk'),
(135520, 86, 17, '14:46.1', 36.33227128041664, 95.00777961268894, 122, 80, 22, 'Female', 99.55966691339486, 1.8691067954041105, 0.10181438349349509, 42, 28.498053805852113, 94, 'Low Risk'),
(135521, 70, 17, '13:46.1', 36.07965825449366, 96.66282533183448, 118, 70, 84, 'Female', 75.99705500611061, 1.643807428576011, 0.081514383, 48, 28.125152475899124, 86, 'Low Risk'),
(135522, 68, 17, '12:46.1', 37.06325838616932, 99.36567915, 133, 75, 21, 'Male', 65.97640461061346, 1.846406449028018, 0.058726702629695426, 58, 19.352364183523147, 94.33333333333333, 'Low Risk'),
(135523, 71, 14, '11:46.1', 36.954122507239106, 97.85348092801524, 136, 76, 56, 'Female', 96.01124557230622, 1.6757723586408884, 0.1062437014328078, 60, 34.18944561584296, 96, 'High Risk'),
(135524, 87, 14, '10:46.1', 36.87529476585634, 95.77279737863977, 133, 88, 50, 'Female', 83.54253445120693, 1.7567721412637558, 0.050395164, 45, 27.069284388638753, 103, 'Low Risk'),
(135525, 61, 13, '09:46.1', 36.73712338316159, 99.53508481897059, 135, 84, 37, 'Female', 56.025490018026474, 1.6222059621233904, 0.071931318, 51, 21.28990273051532, 101, 'Low Risk'),
(135526, 86, 16, '08:46.1', 36.597675239398534, 95.35020927137614, 126, 70, 52, 'Male', 60.35791681, 1.6800700955050336, 0.10541253594467025, 56, 21.383531900054926, 88.66666666666666, 'Low Risk'),
(135527, 82, 15, '07:46.1', 36.66515216620433, 98.98969164124442, 132, 79, 37, 'Male', 50.67889160098337, 1.8391912998516944, 0.050786737998697866, 53, 14.982120995602191, 96.66666666666666, 'High Risk'),
(135528, 75, 18, '06:46.1', 36.477907193173245, 98.16543145374104, 138, 89, 71, 'Male', 60.71322029401259, 1.5682115967926464, 0.13233276821301637, 49, 24.687320014946472, 105.33333333333333, 'Low Risk'),
(135529, 99, 12, '05:46.1', 36.74708372, 97.85393702044097, 133, 88, 46, 'Female', 60.29637588277728, 1.740876848585873, 0.10275188164057872, 45, 19.895511548350754, 103, 'High Risk'),
(135530, 94, 12, '04:46.1', 36.924547776087635, 96.97125558239767, 121, 78, 85, 'Female', 52.43132193257637, 1.7268758074114139, 0.11339610247559252, 43, 17.582013004000533, 92.33333333333333, 'High Risk'),
(135531, 97, 17, '03:46.1', 36.23800983470822, 98.63349538030793, 129, 88, 80, 'Female', 56.998862265661685, 1.9253832819665837, 0.082379729, 41, 15.375590147183798, 101.66666666666667, 'High Risk'),
(135532, 63, 19, '02:46.1', 37.42264556434068, 99.45991200284696, 131, 82, 32, 'Male', 80.48852409981549, 1.5958992067534308, 0.13522470859504324, 49, 31.602616877897095, 98.33333333333333, 'High Risk'),
(135533, 99, 13, '01:46.1', 37.04020420487203, 97.76515807932365, 118, 77, 82, 'Male', 85.53023974573466, 1.5520829116451056, 0.1171748371435601, 41, 35.50502760313052, 90.66666666666667, 'High Risk'),
(135534, 94, 18, '00:46.1', 37.08493281766961, 98.83615312139592, 136, 87, 79, 'Female', 74.81742873448297, 1.827180770264562, 0.10198433922793337, 49, 22.40989113156531, 103.33333333333333, 'High Risk'),
(135535, 90, 17, '59:46.1', 36.83602056276165, 97.51315351485822, 119, 89, 45, 'Male', 64.33486207517649, 1.6171488473515343, 0.10469797869790193, 30, 24.60063872347143, 99, 'Low Risk'),
(135536, 93, 14, '58:46.1', 36.20749159574303, 98.44704703031515, 132, 73, 26, 'Female', 83.66977028805178, 1.9660664980679652, 0.11014115706401079, 59, 21.645726712050617, 92.66666666666666, 'High Risk'),
(135537, 73, 14, '57:46.1', 36.10905709927018, 98.80373912013887, 136, 70, 58, 'Female', 74.35136967309766, 1.591943368120274, 0.12034759521375528, 66, 29.338218939588643, 92, 'Low Risk'),
(135538, 68, 18, '56:46.1', 36.38616843427448, 96.58515233971849, 110, 76, 26, 'Female', 52.892991678550686, 1.7687778771476916, 0.078155141, 34, 16.906415431176313, 87.33333333333333, 'High Risk'),
(135539, 72, 13, '55:46.1', 37.115011852081565, 96.4276332, 115, 77, 29, 'Female', 80.04408884630605, 1.5875385736466556, 0.12273702712589378, 38, 31.76001452603941, 89.66666666666667, 'High Risk'),
(135540, 93, 12, '54:46.1', 36.44231782, 97.51749587324065, 121, 79, 65, 'Male', 68.37152886459813, 1.6915370632900029, 0.086566708, 42, 23.89528722660937, 93, 'High Risk'),
(135541, 79, 13, '53:46.1', 37.26565644951446, 96.83908757998215, 130, 70, 59, 'Female', 82.47201796077826, 1.668456182158644, 0.086822545, 60, 29.626272303275744, 90, 'Low Risk'),
(135542, 74, 19, '52:46.1', 36.79832478759379, 99.00149541614724, 128, 77, 27, 'Male', 98.10604219, 1.5501640540457133, 0.13052562869706175, 51, 40.82633845747869, 94, 'High Risk'),
(135543, 73, 16, '51:46.1', 36.15283924780608, 95.12635155547278, 122, 89, 25, 'Male', 77.08553882885995, 1.5346072916561466, 0.052620035, 33, 32.732441295079454, 100, 'High Risk'),
(135544, 95, 16, '50:46.1', 36.66064581257993, 99.09701784668947, 124, 71, 18, 'Male', 87.49065369972298, 1.7794057127591978, 0.11431738976347842, 53, 27.63196056231504, 88.66666666666666, 'High Risk'),
(135545, 85, 17, '49:46.1', 37.04284347, 98.53217878022313, 133, 88, 65, 'Female', 54.53993264982042, 1.502388579321885, 0.14268729898513113, 45, 24.162955282936984, 103, 'Low Risk'),
(135546, 76, 13, '48:46.1', 36.51633108693391, 95.38299800492291, 133, 78, 68, 'Male', 80.02555667341812, 1.65580695, 0.095180945, 55, 29.188333631236986, 96.33333333333333, 'Low Risk'),
(135547, 87, 14, '47:46.1', 37.33074385262003, 97.16778615917215, 139, 89, 62, 'Male', 81.95489765, 1.9390438217574182, 0.11769135626809427, 50, 21.79714754919317, 105.66666666666666, 'Low Risk'),
(135548, 72, 15, '46:46.1', 36.56764233045022, 97.36495184311651, 130, 86, 80, 'Female', 76.97443289272582, 1.541444884977196, 0.13335483467054357, 44, 32.395933292367864, 100.66666666666667, 'High Risk'),
(135549, 71, 15, '45:46.1', 36.72808370618928, 98.50863224420844, 132, 89, 85, 'Female', 60.22995474115896, 1.5745763315033654, 0.064447884, 43, 24.293220877240593, 103.33333333333333, 'Low Risk'),
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(135725, 92, 16, '49:46.1', 37.36407849417715, 97.62023887732842, 115, 74, 43, 'Female', 63.60014435526929, 1.8901110874567615, 0.054888197211616134, 41, 17.80260033, 87.66666666666667, 'High Risk'),
(135726, 99, 17, '48:46.1', 37.00521171, 95.13486057916434, 123, 77, 20, 'Female', 60.867057185119634, 1.8373109244446137, 0.10286535382510614, 46, 18.030882790689557, 92.33333333333333, 'High Risk'),
(135727, 64, 17, '47:46.1', 36.57804656965042, 98.42342377183998, 111, 82, 81, 'Female', 63.61898178272391, 1.997980531590394, 0.063501354, 29, 15.93691328992687, 91.66666666666667, 'High Risk'),
(135728, 74, 14, '46:46.1', 37.46200735266293, 98.03254942853731, 130, 75, 83, 'Male', 66.64889292932833, 1.714569941367381, 0.093244649, 55, 22.671618684761455, 93.33333333333333, 'Low Risk'),
(135729, 91, 18, '45:46.1', 36.996371777661366, 95.43902839165548, 136, 80, 48, 'Male', 84.31471214121294, 1.960806189119927, 0.11705038641602634, 56, 21.92976730844399, 98.66666666666666, 'High Risk'),
(135730, 76, 13, '44:46.1', 37.32039171306672, 96.65002990102145, 123, 72, 61, 'Male', 99.10330088507462, 1.900030761443094, 0.13298657884419401, 51, 27.451549017146537, 89, 'Low Risk'),
(135731, 63, 15, '43:46.1', 37.00108308946166, 97.40892151354136, 110, 75, 20, 'Male', 85.92674496, 1.7003711456248558, 0.10511442000374166, 35, 29.719459524778916, 86.66666666666667, 'Low Risk'),
(135732, 85, 15, '42:46.1', 37.25193365751966, 95.17676267988101, 126, 70, 76, 'Female', 58.41201051317614, 1.585639682352654, 0.057272761, 56, 23.23235005164565, 88.66666666666666, 'Low Risk'),
(135733, 92, 17, '41:46.1', 36.98563131785499, 98.02797643996018, 131, 71, 31, 'Female', 53.26879691794536, 1.8166971363840996, 0.081892755, 60, 16.140159606803934, 91, 'High Risk'),
(135734, 94, 18, '40:46.1', 37.01184479621585, 98.95915263120715, 113, 86, 80, 'Female', 74.93486664, 1.9369064949477433, 0.11862373689583895, 27, 19.974072772593722, 95, 'High Risk'),
(135735, 85, 17, '39:46.1', 37.337744856438555, 96.87651189539659, 122, 72, 77, 'Female', 78.23532742839026, 1.6370554183473265, 0.12574165762840045, 50, 29.192826173454158, 88.66666666666666, 'Low Risk'),
(135736, 93, 13, '38:46.1', 36.02686034048498, 95.09174351250739, 127, 80, 62, 'Female', 52.451726394093406, 1.748610058648877, 0.13528921332403845, 47, 17.154333245045486, 95.66666666666667, 'High Risk'),
(135737, 71, 17, '37:46.1', 36.62288556013216, 97.06092626263904, 127, 73, 44, 'Male', 76.98087901, 1.7284282094307977, 0.09945554, 54, 25.767968108208144, 91, 'Low Risk'),
(135738, 60, 13, '36:46.1', 37.44274565030741, 99.71245073330212, 138, 79, 43, 'Female', 75.09341307245495, 1.5747748126982664, 0.14185897849065132, 59, 30.280631211852853, 98.66666666666666, 'High Risk'),
(135739, 92, 14, '35:46.1', 36.259186273103126, 99.27233202166087, 116, 75, 79, 'Female', 96.5095956, 1.969103970535013, 0.091653485, 41, 24.890475884616528, 88.66666666666667, 'High Risk'),
(135740, 78, 19, '34:46.1', 36.95831939613962, 98.49205459197783, 115, 70, 79, 'Male', 70.35611246025599, 1.9437324895001797, 0.086671893, 45, 18.62210823460373, 85, 'Low Risk'),
(135741, 95, 13, '33:46.1', 37.38341392813085, 96.31808094676879, 128, 82, 58, 'Male', 83.80241419752797, 1.6805467877301632, 0.062603394, 46, 29.672580307748756, 97.33333333333333, 'High Risk'),
(135742, 65, 15, '32:46.1', 36.881151137432056, 95.96119416925465, 110, 83, 86, 'Male', 70.70722969, 1.6654254037327219, 0.13699822436831866, 27, 25.492560113030176, 92, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(135743, 60, 16, '31:46.1', 37.336342654733464, 96.59702646, 112, 70, 36, 'Female', 78.58229138892145, 1.7083940879853197, 0.10337958156647759, 42, 26.924557134993837, 84, 'Low Risk'),
(135744, 95, 18, '30:46.1', 36.57661051309169, 99.33980895885314, 111, 86, 68, 'Female', 78.05846847608129, 1.7817677498336773, 0.097476821, 25, 24.58769619106956, 94.33333333333333, 'High Risk'),
(135745, 80, 17, '29:46.1', 36.05313481050294, 99.06317687988245, 130, 82, 49, 'Male', 88.32154621019558, 1.9978181413521539, 0.13128021844600007, 48, 22.12864179, 98, 'Low Risk'),
(135746, 69, 19, '28:46.1', 37.473843734914844, 98.75916723, 110, 80, 61, 'Male', 54.94126030167184, 1.8480370539798652, 0.1241021739811427, 30, 16.087081719753787, 90, 'High Risk'),
(135747, 64, 13, '27:46.1', 37.09895446631224, 99.23832028753631, 130, 87, 53, 'Female', 78.60844109652322, 1.9294238579081817, 0.11934963663835599, 43, 21.11610899110854, 101.33333333333333, 'Low Risk'),
(135748, 79, 18, '26:46.1', 36.31050878474336, 96.16110456721614, 118, 84, 53, 'Female', 51.03232775490214, 1.5226083465354472, 0.13966802241027432, 34, 22.012479580193304, 95.33333333333333, 'Low Risk'),
(135749, 62, 13, '25:46.1', 37.25026567838824, 99.84689450836046, 121, 72, 44, 'Male', 81.95850717142233, 1.9679398532761463, 0.13664041751076295, 49, 21.162666973363436, 88.33333333333333, 'Low Risk'),
(135750, 63, 12, '24:46.1', 36.477791457941784, 98.96317370480055, 128, 88, 21, 'Male', 51.945452377521804, 1.8032745592953305, 0.1291200927264417, 40, 15.97437301683897, 101.33333333333333, 'High Risk'),
(135751, 99, 19, '23:46.1', 36.50082986280913, 99.27574904854588, 117, 77, 21, 'Male', 98.82214684516073, 1.6802229669948667, 0.071358523, 40, 35.00422371813899, 90.33333333333333, 'High Risk'),
(135752, 70, 14, '22:46.1', 36.19691280547999, 97.58447803654859, 139, 73, 23, 'Female', 51.59693021937346, 1.5047748425782388, 0.081559066, 66, 22.786667755165666, 95, 'Low Risk'),
(135753, 66, 15, '21:46.1', 36.28092432323476, 97.91504793107381, 110, 74, 49, 'Female', 56.580536639007164, 1.577801852814022, 0.1336271954942927, 36, 22.72804805, 86, 'Low Risk'),
(135754, 75, 17, '20:46.1', 36.27724466586298, 96.31820802, 126, 89, 18, 'Female', 74.54418053909922, 1.5984337319329813, 0.1427467561693222, 37, 29.175914192811444, 101.33333333333333, 'Low Risk'),
(135755, 82, 12, '19:46.1', 37.28639495519904, 97.57899875605102, 136, 76, 45, 'Female', 86.19882996061605, 1.6961372530700425, 0.06767231, 60, 29.962592316053275, 96, 'Low Risk'),
(135756, 96, 19, '18:46.1', 36.44129909235468, 96.73041090097101, 120, 84, 21, 'Female', 67.28951306187594, 1.9889394032317944, 0.132904546, 36, 17.00999876563541, 96, 'High Risk'),
(135757, 86, 12, '17:46.1', 37.15844839102652, 98.41600511330917, 129, 73, 18, 'Male', 56.762430949036194, 1.5217772940597634, 0.11758679243375117, 56, 24.51087340479067, 91.66666666666666, 'Low Risk'),
(135758, 73, 18, '16:46.1', 36.03612313450101, 97.69471729506562, 119, 86, 86, 'Male', 60.25323332913264, 1.694491091230448, 0.11711950478668043, 33, 20.984652285229807, 97, 'Low Risk'),
(135759, 68, 15, '15:46.1', 36.52848965319654, 98.07766272586439, 128, 79, 27, 'Female', 86.23788323244386, 1.5163224912734388, 0.054774177280178415, 49, 37.50722505, 95.33333333333333, 'High Risk'),
(135760, 79, 19, '14:46.1', 36.76506596056541, 99.40214092783762, 132, 82, 85, 'Male', 61.92079232709059, 1.8759678800366697, 0.089350251, 50, 17.594855661110163, 98.66666666666666, 'High Risk'),
(135761, 64, 12, '13:46.1', 36.94626968, 99.93974426479598, 126, 84, 27, 'Female', 76.69112193113519, 1.8314760129024061, 0.11487179087585953, 42, 22.863495112415343, 98, 'Low Risk'),
(135762, 94, 19, '12:46.1', 36.19062683, 96.64577675351842, 130, 87, 24, 'Male', 84.49641109784241, 1.8460285688508125, 0.09259083, 43, 24.794846698335625, 101.33333333333333, 'High Risk'),
(135763, 87, 18, '11:46.1', 36.60791391652003, 97.31497292827557, 133, 70, 77, 'Female', 63.96841437, 1.8782078355051355, 0.09115601, 63, 18.133360252602554, 91, 'High Risk'),
(135764, 67, 18, '10:46.1', 36.06531813821195, 98.66151251, 138, 73, 73, 'Male', 74.63539319500094, 1.9421816837479806, 0.055159902, 65, 19.78632402781829, 94.66666666666666, 'Low Risk'),
(135765, 75, 13, '09:46.1', 36.96986732888958, 99.48401343704693, 120, 83, 74, 'Female', 70.05571827708386, 1.9885178989724428, 0.06350418, 37, 17.716771389467926, 95.33333333333333, 'High Risk'),
(135766, 89, 19, '08:46.1', 36.13835395718642, 97.58433051409483, 139, 85, 45, 'Female', 65.74907736171563, 1.8226880524553444, 0.10842134892182215, 54, 19.790873789159395, 103, 'Low Risk'),
(135767, 99, 18, '07:46.1', 36.42320185115534, 97.66455889092474, 119, 85, 33, 'Male', 97.45854676, 1.5282413004617912, 0.078821201, 34, 41.72881641488633, 96.33333333333333, 'High Risk'),
(135768, 89, 14, '06:46.1', 36.91868670376462, 97.95814808215145, 123, 89, 63, 'Female', 69.18914339992241, 1.9459050109043696, 0.066004705, 34, 18.272361595174786, 100.33333333333333, 'High Risk'),
(135769, 67, 12, '05:46.1', 36.995303015704785, 97.29296146, 122, 71, 25, 'Male', 90.20517925092194, 1.9387159061201489, 0.11557553866455003, 51, 23.999551563924673, 88, 'Low Risk'),
(135770, 66, 17, '04:46.1', 37.35543466985247, 95.32580137518664, 128, 76, 33, 'Female', 53.52269794431863, 1.658877537, 0.14052806566073894, 52, 19.44954045316548, 93.33333333333333, 'Low Risk'),
(135771, 63, 17, '03:46.1', 36.022635851142276, 97.36546942, 139, 70, 69, 'Male', 91.42580406552196, 1.8231787618362871, 0.054773423, 69, 27.504913425262274, 93, 'Low Risk'),
(135772, 85, 19, '02:46.1', 36.995092313837716, 99.62654128150216, 131, 70, 71, 'Female', 67.49640732601415, 1.5951269212385435, 0.073221329, 61, 26.527123998332502, 90.33333333333333, 'Low Risk'),
(135773, 74, 14, '01:46.1', 36.42426629887506, 98.90390697598025, 111, 71, 45, 'Male', 85.86199909072634, 1.7185333855120684, 0.098373908, 40, 29.072678709166592, 84.33333333333333, 'Low Risk'),
(135774, 65, 12, '00:46.1', 36.42653629158741, 98.88201267938351, 131, 82, 85, 'Female', 71.20454973069205, 1.855448430167478, 0.053728845, 49, 20.682830274373757, 98.33333333333333, 'Low Risk'),
(135775, 91, 14, '59:46.1', 36.49282302258869, 97.60831042931194, 114, 84, 31, 'Male', 97.73014701993752, 1.8122485482863722, 0.10547052666047267, 30, 29.75726626624835, 94, 'High Risk'),
(135776, 72, 12, '58:46.1', 36.11951564043879, 98.07579302980996, 116, 70, 48, 'Male', 66.39919406961687, 1.7798529959972227, 0.099683371, 46, 20.960157424860377, 85.33333333333333, 'Low Risk'),
(135777, 84, 12, '57:46.1', 37.39542744192893, 98.49912077922886, 124, 74, 64, 'Male', 50.92770376611864, 1.5525632357956547, 0.075864878, 50, 21.127859449276283, 90.66666666666666, 'Low Risk'),
(135778, 67, 18, '56:46.1', 36.60442200543238, 97.92979064582933, 128, 85, 25, 'Female', 75.75750032408597, 1.8917208616369874, 0.073845256, 43, 21.169545300708858, 99.33333333333333, 'Low Risk'),
(135779, 75, 17, '55:46.1', 36.46487544846467, 99.82926755734067, 133, 79, 45, 'Female', 71.85948401125552, 1.9782211771464258, 0.055899975896113036, 54, 18.362609599360034, 97, 'High Risk'),
(135780, 76, 15, '54:46.1', 36.245379199268505, 95.51223834, 136, 84, 26, 'Female', 56.73504560765597, 1.560899596647643, 0.10126884624659707, 52, 23.286352723986113, 101.33333333333333, 'Low Risk'),
(135781, 83, 13, '53:46.1', 36.34699964667589, 97.90787923387195, 139, 74, 54, 'Male', 65.75202797985645, 1.7639453928958553, 0.11724379754279395, 65, 21.131916184015665, 95.66666666666666, 'Low Risk'),
(135782, 79, 12, '52:46.1', 36.949229840930876, 96.95755217, 128, 88, 21, 'Female', 83.94291834, 1.7862150532452714, 0.053006850216093186, 40, 26.30974104948374, 101.33333333333333, 'Low Risk'),
(135783, 93, 19, '51:46.1', 37.39895949220007, 98.24539552496348, 119, 73, 78, 'Female', 76.36195447410059, 1.5635812579306605, 0.068461382, 46, 31.234612574367528, 88.33333333333333, 'High Risk'),
(135784, 75, 14, '50:46.1', 36.43542164608905, 96.61504330484826, 132, 84, 70, 'Male', 68.53874702234845, 1.9594547195568126, 0.1247058070700608, 48, 17.85112935, 100, 'High Risk'),
(135785, 65, 18, '49:46.1', 36.68884784983305, 95.98016343, 117, 71, 75, 'Male', 74.64543881267429, 1.641676220760265, 0.050993301, 46, 27.696714879900142, 86.33333333333333, 'Low Risk'),
(135786, 71, 18, '48:46.1', 36.3686697, 95.99898729676886, 125, 86, 84, 'Female', 55.02770959459174, 1.963703300802866, 0.11268279955695462, 39, 14.270188055854998, 99, 'High Risk'),
(135787, 63, 12, '47:46.1', 36.674714713961976, 96.16521175173611, 115, 88, 20, 'Male', 89.34104660765547, 1.7455635761937665, 0.1439986824572308, 27, 29.321061816511794, 97, 'Low Risk'),
(135788, 87, 18, '46:46.1', 37.21062016715854, 99.99814853648039, 138, 80, 67, 'Male', 69.99949862700068, 1.611314164719544, 0.063987828, 58, 26.960905835150704, 99.33333333333333, 'Low Risk'),
(135789, 63, 15, '45:46.1', 36.99142312422404, 98.48657475, 134, 76, 40, 'Female', 56.21498977551416, 1.675948904380233, 0.064375734, 58, 20.01384758905857, 95.33333333333333, 'Low Risk'),
(135790, 94, 16, '44:46.1', 36.45425284746584, 97.39935921084539, 126, 78, 19, 'Female', 63.421352093323996, 1.5333135922247882, 0.13991990625076378, 48, 26.97574983963032, 94, 'High Risk'),
(135791, 90, 14, '43:46.1', 36.08167133443194, 95.07405038389797, 134, 82, 35, 'Female', 99.09653840044703, 1.925245749661563, 0.065712599, 52, 26.735366230552092, 99.33333333333333, 'Low Risk'),
(135792, 80, 13, '42:46.1', 37.044459095437475, 96.80059452973961, 133, 70, 49, 'Male', 66.38021256340652, 1.9935895353206938, 0.087525411, 63, 16.701948806037564, 91, 'High Risk'),
(135793, 87, 19, '41:46.1', 37.33431576190179, 99.94669293005754, 124, 75, 32, 'Female', 88.43587375118653, 1.759701122586194, 0.1298089224544714, 49, 28.559503222643496, 91.33333333333333, 'Low Risk'),
(135794, 78, 14, '40:46.1', 37.18318858782275, 98.94638419584507, 118, 87, 73, 'Female', 97.55601869449862, 1.5820049417021826, 0.10649182987606642, 31, 38.979691418150765, 97.33333333333333, 'High Risk'),
(135795, 95, 12, '39:46.1', 36.49248317700349, 96.19329388996397, 132, 78, 65, 'Male', 67.71716239287619, 1.6029887678825752, 0.10707302657429169, 54, 26.353469100712736, 96, 'High Risk'),
(135796, 62, 17, '38:46.1', 36.991436982047055, 99.74897007727976, 138, 81, 26, 'Male', 75.76545250840577, 1.8359702797090927, 0.070539501, 57, 22.47708190281398, 100, 'Low Risk'),
(135797, 97, 15, '37:46.1', 36.060272228659805, 98.09621127513726, 111, 87, 63, 'Male', 74.99467474, 1.6180332981219219, 0.086282832, 24, 28.645441227999395, 95, 'High Risk'),
(135798, 69, 19, '36:46.1', 37.47979183408811, 99.29022887469124, 132, 74, 82, 'Male', 81.38981219263837, 1.9797578185521383, 0.074875798, 58, 20.765668312105728, 93.33333333333333, 'Low Risk'),
(135799, 88, 12, '35:46.1', 37.06387958105012, 99.88949518044103, 114, 78, 64, 'Male', 72.03782050656305, 1.8630406646240714, 0.14559633194087507, 36, 20.75467304194623, 90, 'Low Risk'),
(135800, 68, 16, '34:46.1', 37.447227595891164, 97.29525601493225, 136, 81, 41, 'Female', 65.00662901954439, 1.7179450149673101, 0.13409523519286665, 55, 22.026177096016816, 99.33333333333333, 'Low Risk'),
(135801, 70, 19, '33:46.1', 37.39154242, 99.83462719017396, 134, 85, 46, 'Female', 54.172623696797324, 1.5731977172211027, 0.12132376771552368, 49, 21.88836160347417, 101.33333333333333, 'Low Risk'),
(135802, 62, 18, '32:46.1', 36.95035174509792, 97.77655488849686, 112, 76, 52, 'Male', 90.01309437190625, 1.5668011703175695, 0.081596171, 36, 36.66721432886567, 88, 'High Risk'),
(135803, 85, 18, '31:46.1', 36.41828263346295, 97.11173464026383, 124, 81, 65, 'Male', 87.03619895351792, 1.555577036237192, 0.060734825771919757, 43, 35.96804803115847, 95.33333333333333, 'High Risk'),
(135804, 72, 18, '30:46.1', 36.86349899477683, 98.02213189319932, 138, 86, 84, 'Female', 55.83400275, 1.6618739884167981, 0.059815596, 52, 20.21634232679814, 103.33333333333333, 'Low Risk'),
(135805, 83, 14, '29:46.1', 37.404761728551165, 97.78336406, 128, 80, 70, 'Female', 78.80476049205595, 1.5389576374101686, 0.1447975729366927, 48, 33.27354878366298, 96, 'High Risk'),
(135806, 90, 17, '28:46.1', 37.10346171319853, 96.88113405274993, 125, 79, 45, 'Female', 81.82034065496586, 1.636785797470071, 0.093414985, 46, 30.540601577807738, 94.33333333333333, 'High Risk'),
(135807, 79, 16, '27:46.1', 36.67158446333585, 95.16084290324014, 119, 74, 62, 'Female', 95.97458851097534, 1.768875795425401, 0.081951084, 45, 30.673376135544167, 89, 'High Risk'),
(135808, 90, 12, '26:46.1', 36.104841959686325, 95.35111038610225, 117, 75, 76, 'Female', 80.88055943827915, 1.999063385492645, 0.057039255634687626, 42, 20.239091647753494, 89, 'Low Risk'),
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(135985, 94, 18, '29:46.1', 37.33841448811196, 95.07572459, 117, 72, 32, 'Female', 96.24436924, 1.8600000257770826, 0.10343408742926377, 45, 27.81950704457913, 87, 'High Risk'),
(135986, 75, 13, '28:46.1', 37.21979903, 97.91186226, 124, 79, 88, 'Male', 55.92402912234806, 1.9133811459905554, 0.10424209936364878, 45, 15.275501344829413, 94, 'High Risk'),
(135987, 84, 15, '27:46.1', 37.36760337198786, 97.16539449678915, 129, 76, 67, 'Male', 83.35707816804887, 1.622601555903847, 0.11703801497489831, 53, 31.66056837881354, 93.66666666666666, 'High Risk'),
(135988, 96, 19, '26:46.1', 37.152580622584374, 98.43347033, 132, 75, 52, 'Male', 51.623674844193005, 1.9179105566614214, 0.082022474, 57, 14.03434723063381, 94, 'High Risk'),
(135989, 66, 19, '25:46.1', 36.14067107611027, 97.95695190035318, 125, 81, 35, 'Male', 89.04142793, 1.5189238328143588, 0.069448638, 44, 38.594029371713276, 95.66666666666667, 'High Risk'),
(135990, 68, 17, '24:46.1', 37.35460796596059, 99.27858144945029, 116, 77, 50, 'Female', 77.63287786732741, 1.784238981762546, 0.13832604029097637, 39, 24.385947741667785, 90, 'Low Risk'),
(135991, 94, 15, '23:46.1', 36.75501495333495, 98.06891706194413, 131, 87, 76, 'Female', 87.60049938078275, 1.6778669257479149, 0.055834885, 44, 31.11655832020049, 101.66666666666667, 'High Risk'),
(135992, 75, 15, '22:46.1', 37.30700291328314, 98.12531992548698, 122, 73, 54, 'Female', 90.20926730231248, 1.9509431938951205, 0.067639632, 49, 23.700740061479408, 89.33333333333333, 'Low Risk'),
(135993, 63, 13, '21:46.1', 36.83143454077411, 97.74006612492755, 139, 70, 71, 'Male', 92.75880681075981, 1.5707773962581988, 0.058958003598216624, 69, 37.59463453934203, 93, 'High Risk'),
(135994, 79, 12, '20:46.1', 36.34361282, 99.46918189930165, 127, 77, 51, 'Female', 77.45024172327025, 1.5086134392060842, 0.051128717, 50, 34.03038269609386, 93.66666666666666, 'High Risk'),
(135995, 72, 15, '19:46.1', 36.11062629224455, 96.88071254111257, 134, 89, 75, 'Female', 59.934919230003935, 1.8796228722356156, 0.08837922, 45, 16.96439914608162, 104, 'High Risk'),
(135996, 98, 19, '18:46.1', 36.143448978014526, 99.14848923624773, 132, 71, 39, 'Female', 73.03069321418751, 1.677920537859883, 0.12817424900023033, 61, 25.93956228102015, 91.33333333333333, 'High Risk'),
(135997, 68, 19, '17:46.1', 37.343105176993866, 99.03574679352911, 115, 75, 83, 'Female', 72.20704186, 1.5192607418630515, 0.073243306, 40, 31.283470180516424, 88.33333333333333, 'High Risk'),
(135998, 76, 19, '16:46.1', 36.60268336201538, 97.32817237347766, 133, 79, 36, 'Female', 94.77716322, 1.508282526693121, 0.090713755, 54, 41.661826504794725, 97, 'High Risk'),
(135999, 94, 19, '15:46.1', 36.34173395713091, 98.58737246428075, 132, 74, 20, 'Male', 99.10184469952327, 1.825522712711451, 0.1231178048348951, 58, 29.737691871788716, 93.33333333333333, 'High Risk'),
(136000, 78, 13, '14:46.1', 37.17980425261889, 95.63039368614575, 135, 79, 44, 'Female', 53.27263436733877, 1.5298915143650609, 0.12238258055110456, 56, 22.760557833220187, 97.66666666666666, 'Low Risk'),
(136001, 78, 12, '13:46.1', 37.279827474314075, 95.94226409, 125, 73, 38, 'Male', 72.74719182, 1.867368189781125, 0.14691572318482357, 52, 20.862018229909072, 90.33333333333333, 'Low Risk'),
(136002, 96, 12, '12:46.1', 36.767425759843185, 99.35636488240844, 120, 83, 74, 'Male', 90.97221795448817, 1.7835376171552857, 0.081983289, 37, 28.598564606731486, 95.33333333333333, 'High Risk'),
(136003, 81, 12, '11:46.1', 37.26427492744464, 97.34427799524238, 134, 75, 22, 'Male', 76.58818849257938, 1.6513466142167559, 0.11899577744424654, 59, 28.085704152346405, 94.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(136004, 97, 16, '10:46.1', 36.71106513238364, 98.04955884928702, 117, 87, 49, 'Female', 58.62267263026703, 1.5670592517512436, 0.10897916355759765, 30, 23.87232831209093, 97, 'High Risk'),
(136005, 84, 19, '09:46.1', 36.40347141806256, 98.42590046, 115, 87, 25, 'Female', 88.94387267173113, 1.8686280214900655, 0.12370879371228541, 28, 25.472426672363735, 96.33333333333333, 'Low Risk'),
(136006, 80, 19, '08:46.1', 36.522802069372396, 97.70524610995605, 139, 71, 69, 'Male', 59.856251080927194, 1.668875810770906, 0.059174203, 68, 21.491239935669665, 93.66666666666666, 'Low Risk'),
(136007, 88, 12, '07:46.1', 36.42674242, 96.57492870485035, 115, 86, 40, 'Male', 59.49977409187962, 1.6340493956340303, 0.14116138424014235, 29, 22.28357954670264, 95.66666666666667, 'Low Risk'),
(136008, 63, 18, '06:46.1', 36.22955309157007, 95.12534961491617, 134, 74, 60, 'Female', 69.09960314993549, 1.9060122460797224, 0.11833196298575992, 60, 19.020598569942962, 94, 'Low Risk'),
(136009, 95, 18, '05:46.1', 36.77580994495058, 95.69352003779844, 113, 73, 70, 'Male', 75.6784075, 1.6057580995027196, 0.068359546, 40, 29.350245757944954, 86.33333333333333, 'High Risk'),
(136010, 98, 14, '04:46.1', 36.22974241259162, 99.74472110924424, 132, 82, 42, 'Female', 98.24094027926927, 1.796985261032739, 0.065243364, 50, 30.423101087776285, 98.66666666666666, 'High Risk'),
(136011, 85, 12, '03:46.1', 36.249311746065665, 95.74901981479893, 117, 84, 71, 'Female', 67.54931090212969, 1.994052204648162, 0.13850422222724523, 33, 16.988219936142716, 95, 'High Risk'),
(136012, 82, 19, '02:46.1', 37.11935261898596, 98.08631218963303, 120, 70, 61, 'Female', 75.03099939168592, 1.9059006252920054, 0.1325032502376829, 50, 20.655714684315203, 86.66666666666666, 'Low Risk'),
(136013, 74, 16, '01:46.1', 36.061469498865556, 96.00460259567393, 112, 82, 63, 'Male', 97.84764963, 1.7157821946359222, 0.09920433, 30, 33.23732660842406, 92, 'High Risk'),
(136014, 78, 17, '00:46.1', 37.457823532967026, 99.32112958516053, 120, 81, 75, 'Male', 87.52016712089005, 1.9625522739146997, 0.052127334, 39, 22.723000167697457, 94, 'Low Risk'),
(136015, 63, 15, '59:46.1', 37.12121843611791, 98.48993116999624, 132, 76, 78, 'Female', 96.79442577139866, 1.588092512513834, 0.053499504888082486, 56, 38.37945041, 94.66666666666666, 'High Risk'),
(136016, 64, 14, '58:46.1', 36.53407833726123, 98.05995551971519, 131, 83, 85, 'Female', 89.77650163958445, 1.743383509158446, 0.14946942055233278, 48, 29.53770922, 99, 'Low Risk'),
(136017, 90, 17, '57:46.1', 36.99133135045781, 98.17641528235833, 123, 84, 77, 'Female', 56.64958137537518, 1.837572941644647, 0.13487388432300784, 39, 16.776738315928068, 97, 'High Risk'),
(136018, 88, 17, '56:46.1', 36.746727380661966, 99.64327912606004, 138, 77, 80, 'Female', 82.82414267, 1.771546175452356, 0.081726397, 61, 26.390765984435195, 97.33333333333333, 'Low Risk'),
(136019, 93, 18, '55:46.1', 36.999292184842815, 96.59813426688605, 128, 81, 53, 'Female', 68.05102639050085, 1.7681723906571487, 0.1117089058801996, 47, 21.76634307007584, 96.66666666666667, 'High Risk'),
(136020, 63, 16, '54:46.1', 37.30739860239179, 98.78344772212337, 121, 75, 30, 'Male', 78.10183501985068, 1.996981183, 0.060116178, 46, 19.584536273465602, 90.33333333333333, 'Low Risk'),
(136021, 92, 19, '53:46.1', 36.971297352546344, 99.55714126103464, 129, 76, 36, 'Female', 58.31525419935935, 1.6812136935907749, 0.11625901021376608, 53, 20.631762777486937, 93.66666666666666, 'High Risk'),
(136022, 69, 17, '52:46.1', 37.000016746844125, 99.56108960889475, 131, 87, 29, 'Female', 79.66738819333767, 1.5908652947467623, 0.14372943863877571, 44, 31.478480781060725, 101.66666666666667, 'High Risk'),
(136023, 85, 13, '51:46.1', 36.59612059011249, 99.01845184, 116, 72, 50, 'Female', 59.281938543855446, 1.9160168882021233, 0.11865329431105867, 44, 16.148185562923857, 86.66666666666667, 'High Risk'),
(136024, 77, 18, '50:46.1', 36.35138531605884, 99.20629241996853, 137, 76, 61, 'Female', 55.89329846673421, 1.7451949301409295, 0.062960172, 61, 18.351512096652346, 96.33333333333333, 'High Risk'),
(136025, 74, 14, '49:46.1', 37.11182638049814, 97.1916996, 116, 76, 75, 'Male', 70.2322366, 1.7481443500013842, 0.087970436, 40, 22.981687625870983, 89.33333333333333, 'Low Risk'),
(136026, 65, 19, '48:46.1', 37.12071824693216, 95.35603002, 131, 86, 89, 'Female', 91.22135612652636, 1.5068555434676665, 0.074587113, 45, 40.17475935417192, 101, 'High Risk'),
(136027, 63, 14, '47:46.1', 36.05847358972941, 95.17713603080044, 128, 78, 88, 'Female', 69.89317849961233, 1.8466427747275365, 0.08671607, 50, 20.495995114488146, 94.66666666666666, 'Low Risk'),
(136028, 64, 16, '46:46.1', 36.03881588602736, 98.21675963073692, 123, 80, 45, 'Male', 81.83530371123696, 1.6268195769128244, 0.056255546, 43, 30.921597199505676, 94.33333333333333, 'High Risk'),
(136029, 73, 19, '45:46.1', 37.09399884646485, 96.30908527944355, 138, 75, 45, 'Female', 71.53815139676462, 1.5184528497337082, 0.056687209, 63, 31.026664639422293, 96, 'High Risk'),
(136030, 74, 12, '44:46.1', 36.978940629414865, 97.62946908, 115, 73, 41, 'Female', 51.81865762151791, 1.5703935755251808, 0.10042598399339145, 42, 21.012084491150862, 87, 'Low Risk'),
(136031, 73, 19, '43:46.1', 36.11266726329797, 97.89745382746887, 119, 78, 61, 'Male', 77.61092673832607, 1.6370577606242118, 0.11621753003911185, 41, 28.95975366249753, 91.66666666666667, 'Low Risk'),
(136032, 83, 15, '42:46.1', 36.56788651025099, 96.83506309, 126, 75, 68, 'Female', 64.49736403777999, 1.5560390050344504, 0.11091655819720281, 51, 26.637962751223995, 92, 'Low Risk'),
(136033, 84, 14, '41:46.1', 36.67707402203919, 97.83590117442296, 126, 75, 69, 'Male', 81.11809782515337, 1.8357395692540535, 0.085519506, 51, 24.071082409412742, 92, 'Low Risk'),
(136034, 74, 13, '40:46.1', 37.21503569587434, 96.00373126510137, 139, 75, 42, 'Female', 63.284452820123946, 1.9234475374688325, 0.14933644204718016, 64, 17.105522272404052, 96.33333333333333, 'High Risk'),
(136035, 85, 14, '39:46.1', 36.528561989570605, 98.06507956547297, 114, 86, 50, 'Female', 69.94592868, 1.843381085705699, 0.065233746, 28, 20.584114388584656, 95.33333333333333, 'Low Risk'),
(136036, 93, 15, '38:46.1', 37.32516912763219, 95.75140429256992, 117, 88, 66, 'Female', 73.88452537911321, 1.6153217079359752, 0.1099319953105724, 29, 28.31622984331379, 97.66666666666667, 'High Risk'),
(136037, 88, 12, '37:46.1', 37.072073901152436, 97.57045663942218, 133, 81, 50, 'Female', 71.16011950961408, 1.9572762582660956, 0.11713898608062898, 52, 18.575153549278603, 98.33333333333333, 'Low Risk'),
(136038, 98, 16, '36:46.1', 36.51151059025126, 96.74712105021261, 126, 77, 56, 'Female', 86.84058429242799, 1.5969697832418603, 0.093833612, 49, 34.05095833590303, 93.33333333333333, 'High Risk'),
(136039, 85, 12, '35:46.1', 36.41977022087679, 96.73994972, 114, 71, 50, 'Male', 72.06504902465893, 1.5866970397179507, 0.13973711939709804, 43, 28.624417882238838, 85.33333333333333, 'Low Risk'),
(136040, 93, 13, '34:46.1', 37.03476004763729, 98.08440156078193, 138, 86, 76, 'Male', 56.524204277069416, 1.7775647885488064, 0.14211323530098247, 52, 17.888897663107176, 103.33333333333333, 'High Risk'),
(136041, 97, 14, '33:46.1', 36.141236034734625, 95.67151263567466, 134, 83, 56, 'Female', 81.47640606411694, 1.7434899297641553, 0.050638128, 51, 26.803590695100233, 100, 'High Risk'),
(136042, 73, 14, '32:46.1', 37.363011625172376, 97.38102343772358, 121, 83, 84, 'Female', 96.78068431410583, 1.992539774449536, 0.12992653018972183, 38, 24.37668749448455, 95.66666666666667, 'Low Risk'),
(136043, 80, 18, '31:46.1', 36.079081229701785, 96.45502019, 113, 74, 41, 'Female', 61.76562087323737, 1.7436567795928257, 0.051788235, 39, 20.31537324747952, 87, 'Low Risk'),
(136044, 85, 14, '30:46.1', 36.36307569728475, 96.83924944, 131, 89, 26, 'Female', 82.68518987911315, 1.6772873118870466, 0.065741711, 42, 29.39089455455795, 103, 'Low Risk'),
(136045, 86, 15, '29:46.1', 36.63344471, 96.04989744538535, 132, 85, 71, 'Female', 99.21182041804906, 1.508620945704789, 0.1032472418059994, 47, 43.59163436, 100.66666666666667, 'High Risk'),
(136046, 81, 17, '28:46.1', 36.13811239836171, 95.8353702, 130, 82, 41, 'Female', 92.44000847977452, 1.935474658, 0.056442755142520284, 48, 24.67658163256728, 98, 'Low Risk'),
(136047, 86, 14, '27:46.1', 36.07433284283445, 99.29625269279316, 123, 86, 63, 'Male', 87.83784406846047, 1.6389016564964891, 0.12428473166554749, 37, 32.70211785340009, 98.33333333333333, 'High Risk'),
(136048, 87, 12, '26:46.1', 36.873801981723915, 97.39472608238628, 136, 84, 83, 'Male', 85.85589846944339, 1.8276083581528155, 0.069987879, 52, 25.704186660019797, 101.33333333333333, 'Low Risk'),
(136049, 73, 18, '25:46.1', 37.119904211851185, 97.64285666275315, 131, 70, 74, 'Female', 76.08912010293564, 1.8773079480956627, 0.059696834, 61, 21.58994441522942, 90.33333333333333, 'Low Risk'),
(136050, 86, 18, '24:46.1', 36.470632841876856, 99.30181034856435, 136, 85, 50, 'Female', 75.52476091161813, 1.5567698978725026, 0.057200277956543755, 51, 31.16308960024414, 102, 'High Risk'),
(136051, 90, 12, '23:46.1', 36.19376443305727, 98.82896973970558, 126, 81, 80, 'Male', 99.74356321948133, 1.7249954914173335, 0.11046144286738949, 45, 33.5203813, 96, 'High Risk'),
(136052, 78, 12, '22:46.1', 36.89901690350948, 98.12976431, 117, 88, 48, 'Male', 77.44889291, 1.8138959698853554, 0.078715406, 29, 23.539132978293065, 97.66666666666667, 'Low Risk'),
(136053, 91, 13, '21:46.1', 37.430705294614825, 98.45195953195966, 118, 71, 36, 'Male', 88.62178073, 1.9460527561760221, 0.063584202, 47, 23.400829552320445, 86.66666666666667, 'High Risk'),
(136054, 74, 13, '20:46.1', 36.98408613857585, 97.69509973996855, 130, 83, 26, 'Male', 72.61975682669579, 1.612157864832433, 0.14994646892962535, 47, 27.940852823559347, 98.66666666666667, 'Low Risk'),
(136055, 91, 15, '19:46.1', 37.495136043155945, 99.16604910447076, 139, 82, 29, 'Male', 84.71711840455129, 1.5938855553025426, 0.079770267, 57, 33.34701043845016, 101, 'High Risk'),
(136056, 87, 14, '18:46.1', 36.15255787, 99.87966577781205, 125, 71, 39, 'Female', 64.57323078726202, 1.990537362850133, 0.12710670607991192, 54, 16.297156961741415, 89, 'High Risk'),
(136057, 84, 14, '17:46.1', 36.51209148431452, 95.75704724481895, 137, 74, 56, 'Male', 99.79128197825644, 1.889155225502675, 0.14650437053455728, 63, 27.961297099380833, 95, 'Low Risk'),
(136058, 88, 18, '16:46.1', 36.32974584940188, 98.53654197596796, 114, 83, 82, 'Male', 57.58246557175684, 1.9930871960521288, 0.069337846, 31, 14.495648795782465, 93.33333333333333, 'High Risk'),
(136059, 81, 16, '15:46.1', 37.401999690394135, 98.11065558317755, 110, 88, 42, 'Male', 85.4351847, 1.6786693639117614, 0.06454798, 22, 30.318410830799838, 95.33333333333333, 'High Risk'),
(136060, 77, 17, '14:46.1', 36.61417504351165, 96.22163499261656, 120, 75, 22, 'Male', 86.40314430608018, 1.880160481283627, 0.14919625354239058, 45, 24.442166998000538, 90, 'Low Risk'),
(136061, 93, 18, '13:46.1', 37.46503146715512, 98.82202451231962, 121, 81, 26, 'Female', 77.38118566523714, 1.959349571201799, 0.10311562005507649, 40, 20.156333130810516, 94.33333333333333, 'High Risk'),
(136062, 95, 16, '12:46.1', 37.37358273270553, 95.41006035452679, 133, 74, 47, 'Male', 50.21891069203105, 1.6046816082513795, 0.1268747537416196, 59, 19.502466384155277, 93.66666666666666, 'High Risk'),
(136063, 81, 17, '11:46.1', 36.21969795366127, 99.04454808301763, 127, 79, 57, 'Male', 68.13163324597963, 1.8481691535617872, 0.14202306479125854, 48, 19.94643862385651, 95, 'Low Risk'),
(136064, 64, 17, '10:46.1', 37.225597451697794, 97.19090879428693, 112, 71, 23, 'Male', 57.61943699125888, 1.9298090751948098, 0.12062213595568455, 41, 15.471781433633636, 84.66666666666667, 'High Risk'),
(136065, 75, 17, '09:46.1', 36.926742211652396, 98.24704846277345, 122, 83, 20, 'Male', 93.81812498808469, 1.6686650767909785, 0.10923210573852632, 39, 33.69367601399939, 96, 'High Risk'),
(136066, 80, 16, '08:46.1', 36.34043900453799, 99.06905559992377, 111, 75, 52, 'Male', 64.55481176301468, 1.7068038457947012, 0.11081617226503682, 36, 22.159573307324326, 87, 'Low Risk'),
(136067, 79, 15, '07:46.1', 36.17408444296312, 96.35499452902135, 129, 75, 75, 'Male', 52.191896963635756, 1.8743816856564248, 0.079542166, 54, 14.855491241707343, 93, 'High Risk'),
(136068, 62, 19, '06:46.1', 37.38607591798478, 95.07883200057772, 114, 70, 65, 'Female', 98.00792103539717, 1.5871591276731496, 0.064240419, 44, 38.90632719751398, 84.66666666666667, 'High Risk'),
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(136245, 75, 13, '09:46.1', 36.606004367012595, 98.24198665, 124, 80, 55, 'Female', 76.79714057519668, 1.8610905372076727, 0.1024588046421826, 44, 22.172264365671072, 94.66666666666667, 'Low Risk'),
(136246, 91, 17, '08:46.1', 36.27716383649261, 98.94479262734676, 130, 79, 29, 'Female', 60.17013239006185, 1.987410613441643, 0.059332581, 51, 15.233712586096551, 96, 'High Risk'),
(136247, 61, 14, '07:46.1', 36.06632182884869, 99.54538099208814, 131, 75, 45, 'Female', 66.17945588230272, 1.5677973660128628, 0.1185579709066373, 56, 26.924232438335274, 93.66666666666666, 'Low Risk'),
(136248, 68, 12, '06:46.1', 37.311911343640496, 98.04427554278458, 133, 86, 49, 'Male', 86.40173212941065, 1.5872861982673325, 0.14268597810987615, 47, 34.29351243642705, 101.66666666666667, 'High Risk'),
(136249, 91, 14, '05:46.1', 36.19339019065115, 97.48117476161778, 129, 81, 27, 'Female', 80.78817380917252, 1.5767358556796442, 0.10463333224939181, 48, 32.49599981455572, 97, 'High Risk'),
(136250, 79, 16, '04:46.1', 36.79955222835846, 98.04192711712395, 127, 72, 57, 'Female', 98.47036855913942, 1.928339519261871, 0.051322824640775956, 55, 26.481254791603405, 90.33333333333333, 'Low Risk'),
(136251, 68, 18, '03:46.1', 36.78113440004288, 99.53832603752045, 136, 84, 20, 'Male', 90.10387180597058, 1.7533843585467448, 0.10761761658166444, 52, 29.308203419650198, 101.33333333333333, 'Low Risk'),
(136252, 95, 19, '02:46.1', 37.29969086146419, 99.97734109411552, 139, 89, 31, 'Male', 73.85846096026303, 1.8563559832781875, 0.07792053, 50, 21.432741669195774, 105.66666666666666, 'High Risk'),
(136253, 87, 18, '01:46.1', 36.334005265713365, 96.39536059073775, 131, 83, 52, 'Male', 67.12623887, 1.9271279623488446, 0.1185666389838781, 48, 18.074704590825096, 99, 'High Risk'),
(136254, 79, 18, '00:46.1', 36.40885673853581, 96.08853876224023, 120, 72, 64, 'Male', 86.19398806116885, 1.919314929349516, 0.13307926658344627, 48, 23.39831009728278, 88, 'Low Risk'),
(136255, 66, 17, '59:46.1', 36.871241889272184, 95.83041002, 124, 71, 50, 'Male', 64.53719904175017, 1.6369490553310002, 0.076261939, 53, 24.084619279290006, 88.66666666666666, 'Low Risk'),
(136256, 92, 12, '58:46.1', 37.15560050652921, 98.80013599, 112, 81, 34, 'Female', 69.61251983999057, 1.734664536852674, 0.050690582, 31, 23.134299556579112, 91.33333333333333, 'High Risk'),
(136257, 65, 14, '57:46.1', 36.905255202545476, 97.85141157464905, 130, 72, 27, 'Female', 84.47481775414988, 1.9340297410628704, 0.14233634304544668, 58, 22.58400529405083, 91.33333333333333, 'Low Risk'),
(136258, 88, 19, '56:46.1', 37.24998556937319, 99.33135161917005, 125, 88, 30, 'Female', 68.58058196083505, 1.7909214492582421, 0.065698355, 37, 21.381988437257874, 100.33333333333333, 'Low Risk'),
(136259, 67, 14, '55:46.1', 37.44521768654539, 95.92035788571026, 125, 80, 55, 'Male', 97.37024268, 1.6274311942238755, 0.07869286, 45, 36.763849538168486, 95, 'High Risk'),
(136260, 70, 18, '54:46.1', 36.15758646565514, 95.60366859, 115, 89, 54, 'Female', 72.45403999, 1.9458799289202284, 0.1339875496037016, 26, 19.135090892397688, 97.66666666666667, 'Low Risk'),
(136261, 82, 19, '53:46.1', 37.11639694560337, 98.78836610508239, 114, 77, 88, 'Male', 70.36957074, 1.9697541403049823, 0.1190933088136902, 37, 18.136808095348066, 89.33333333333333, 'High Risk'),
(136262, 67, 15, '52:46.1', 36.34597786112974, 99.14592948, 126, 80, 37, 'Female', 87.51093449, 1.821283341831646, 0.065648622, 46, 26.381974165960035, 95.33333333333333, 'Low Risk'),
(136263, 65, 16, '51:46.1', 37.42310925147047, 95.27881883476714, 125, 87, 42, 'Female', 65.02484720818885, 1.7492752540066394, 0.051685831, 38, 21.25020066567979, 99.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(136264, 90, 17, '50:46.1', 37.31640060121269, 99.78393349674549, 134, 88, 26, 'Male', 69.03592911139725, 1.6249570849900108, 0.054757243392997305, 46, 26.145164734964073, 103.33333333333333, 'Low Risk'),
(136265, 82, 19, '49:46.1', 36.01217293367054, 95.48061834227698, 111, 88, 70, 'Female', 68.41531645298804, 1.7601535566307944, 0.11045969164279033, 23, 22.08270267445833, 95.66666666666667, 'Low Risk'),
(136266, 74, 13, '48:46.1', 36.00431020608589, 98.94011665, 122, 73, 77, 'Female', 70.25036380728116, 1.6939794113123257, 0.10131242130697293, 49, 24.481178612422216, 89.33333333333333, 'Low Risk'),
(136267, 75, 15, '47:46.1', 37.049779494150194, 96.83627655904638, 130, 73, 25, 'Female', 51.60066074, 1.5378020918629116, 0.088953202, 57, 21.819980999584494, 92, 'Low Risk'),
(136268, 95, 12, '46:46.1', 36.709714182969684, 96.88947482276845, 117, 71, 60, 'Female', 62.88232329447882, 1.9121232297207547, 0.14888513345766763, 46, 17.19874763103852, 86.33333333333333, 'High Risk'),
(136269, 73, 13, '45:46.1', 36.57629561397311, 97.19208926777907, 117, 84, 46, 'Female', 75.66911434018195, 1.6791249864751459, 0.11903659898371767, 33, 26.838151635847534, 95, 'Low Risk'),
(136270, 61, 19, '44:46.1', 36.47053405033175, 96.08236738750732, 115, 79, 74, 'Female', 80.29865039812623, 1.7916231700980518, 0.063230839, 36, 25.015829338079538, 91, 'Low Risk'),
(136271, 89, 17, '43:46.1', 36.95038766486813, 99.60204545290543, 139, 76, 50, 'Female', 89.19561652527952, 1.8544047929174952, 0.1260281939828147, 63, 25.937877182137957, 97, 'Low Risk'),
(136272, 68, 16, '42:46.1', 36.793270961912384, 97.53326675004351, 131, 85, 35, 'Female', 81.64230490338159, 1.7571614219511313, 0.072208356, 46, 26.44185609694936, 100.33333333333333, 'Low Risk'),
(136273, 62, 18, '41:46.1', 37.43761705700993, 97.01721062552652, 131, 83, 79, 'Male', 51.13228808, 1.5409826069996413, 0.13317611969192172, 48, 21.532762649028943, 99, 'Low Risk'),
(136274, 73, 18, '40:46.1', 36.69706375, 96.90959059, 123, 84, 75, 'Male', 99.67710397, 1.7336986974725277, 0.1429212991770667, 39, 33.16256892565015, 97, 'High Risk'),
(136275, 96, 13, '39:46.1', 37.172872164789666, 96.57965496, 134, 89, 44, 'Female', 79.78672918667968, 1.9452485515901272, 0.057315739105720534, 45, 21.085332822092695, 104, 'High Risk'),
(136276, 85, 19, '38:46.1', 37.34824590068457, 97.65146232, 139, 74, 30, 'Male', 84.07882784, 1.5240877474624663, 0.086086973, 65, 36.19651053204579, 95.66666666666666, 'High Risk'),
(136277, 93, 15, '37:46.1', 37.22389135964369, 99.64339006928122, 121, 82, 26, 'Female', 76.48936442387007, 1.906719269560774, 0.12192603185007966, 39, 21.039118560537112, 95, 'High Risk'),
(136278, 60, 13, '36:46.1', 36.48052584468135, 97.87530379275073, 112, 88, 71, 'Male', 94.59569629583106, 1.9164209813441544, 0.078319159, 24, 25.756659956726565, 96, 'Low Risk'),
(136279, 72, 18, '35:46.1', 36.100430550589394, 95.11954116541459, 125, 87, 34, 'Female', 89.49761503, 1.5476668786240806, 0.1135004411036514, 38, 37.36426859574144, 99.66666666666667, 'High Risk'),
(136280, 76, 18, '34:46.1', 36.406765910610964, 97.6562231, 127, 80, 74, 'Female', 55.05362626594354, 1.9647888041284831, 0.081588182, 47, 14.261137947447398, 95.66666666666667, 'High Risk'),
(136281, 88, 19, '33:46.1', 36.328442025906696, 96.15529855, 135, 81, 35, 'Male', 76.65654403, 1.6241064316095586, 0.056455899, 54, 29.061649679958816, 99, 'Low Risk'),
(136282, 92, 14, '32:46.1', 37.48083710084086, 99.72385572529684, 113, 72, 36, 'Male', 84.70220023837868, 1.533767679688547, 0.10769746209518757, 41, 36.00605396489198, 85.66666666666667, 'High Risk'),
(136283, 93, 12, '31:46.1', 37.03332801252063, 96.46370134670637, 128, 83, 64, 'Male', 65.26819983507046, 1.9803535770070435, 0.12641095963242666, 45, 16.64240782532548, 98, 'High Risk'),
(136284, 70, 13, '30:46.1', 36.598912296842634, 96.47645295948766, 120, 75, 28, 'Male', 72.20630107, 1.6412909269307352, 0.062526317, 45, 26.804268546439445, 90, 'Low Risk'),
(136285, 87, 18, '29:46.1', 36.29758127832457, 98.85693303540951, 124, 71, 44, 'Female', 55.526692581132764, 1.5185562496719875, 0.080749618, 53, 24.079088267285112, 88.66666666666666, 'Low Risk'),
(136286, 90, 14, '28:46.1', 36.44319807463652, 99.05997851, 132, 88, 36, 'Male', 56.86378978339217, 1.9887323647693604, 0.1379724242066803, 44, 14.377491434712372, 102.66666666666667, 'High Risk'),
(136287, 63, 13, '27:46.1', 36.94502728, 96.94854041638185, 111, 81, 61, 'Male', 62.20339687740383, 1.6143848079572307, 0.12630794464519718, 30, 23.867117862005962, 91, 'Low Risk'),
(136288, 70, 12, '26:46.1', 36.11803164742288, 98.84466629958952, 120, 80, 82, 'Female', 62.38096927247387, 1.9815443531499217, 0.1361187467537614, 40, 15.887096124128727, 93.33333333333333, 'High Risk'),
(136289, 64, 12, '25:46.1', 37.341170322804224, 95.07154782223488, 119, 80, 89, 'Male', 85.36265448962587, 1.6365748667815816, 0.073581113, 39, 31.87103424985351, 93, 'High Risk'),
(136290, 86, 17, '24:46.1', 36.17555790387967, 98.68128410822332, 116, 77, 54, 'Male', 82.00471985528513, 1.8858319000802237, 0.096032267, 39, 23.058597770591586, 90, 'Low Risk'),
(136291, 77, 15, '23:46.1', 37.124529603475274, 97.61953707636853, 114, 86, 38, 'Female', 79.16575183564639, 1.786661086817631, 0.11062267215736565, 28, 24.800074377514857, 95.33333333333333, 'Low Risk'),
(136292, 68, 12, '22:46.1', 37.097447736992905, 99.14157807367478, 132, 83, 83, 'Female', 80.73107446359793, 1.9820919901374714, 0.1129747058039592, 49, 20.54911485851904, 99.33333333333333, 'Low Risk'),
(136293, 68, 12, '21:46.1', 36.84046297773241, 95.36798566494228, 129, 77, 66, 'Female', 98.59077572, 1.6436757856500523, 0.066959217, 52, 36.49252962, 94.33333333333333, 'High Risk'),
(136294, 84, 12, '20:46.1', 37.12832826935403, 98.09711279406979, 123, 89, 85, 'Male', 68.91131521727466, 1.7636001000162307, 0.10223765423130785, 34, 22.15594657319134, 100.33333333333333, 'Low Risk'),
(136295, 90, 18, '19:46.1', 36.13864294207923, 98.79386017, 117, 78, 28, 'Female', 92.89625125, 1.506364620435355, 0.071427971, 39, 40.93907019730995, 91, 'High Risk'),
(136296, 83, 15, '18:46.1', 36.19265565074748, 98.35357645822965, 130, 79, 55, 'Male', 99.32896259835096, 1.7483133238948572, 0.1434600252510167, 51, 32.49655811850972, 96, 'High Risk'),
(136297, 83, 13, '17:46.1', 36.783518168831144, 95.45098517924993, 137, 77, 55, 'Female', 50.75792433895235, 1.6175122905169768, 0.121088249, 60, 19.400310259217935, 97, 'Low Risk'),
(136298, 75, 17, '16:46.1', 36.15405013853279, 99.05191337044764, 122, 73, 25, 'Female', 67.61241380781247, 1.8103456200576158, 0.14302008588025666, 49, 20.63020053700831, 89.33333333333333, 'Low Risk'),
(136299, 63, 16, '15:46.1', 37.05820675703088, 97.47934586924788, 111, 88, 43, 'Male', 97.31718977626625, 1.9952465458271276, 0.10919999308437983, 23, 24.44535925128809, 95.66666666666667, 'Low Risk'),
(136300, 79, 19, '14:46.1', 37.03182467004411, 96.58291723, 111, 78, 67, 'Male', 97.91570628173264, 1.6297474900104203, 0.070649773, 33, 36.86478617202882, 89, 'High Risk'),
(136301, 80, 12, '13:46.1', 36.181382669450784, 97.73099456645048, 114, 84, 47, 'Male', 50.882668477709885, 1.5753775867548478, 0.06437673, 30, 20.502204189799244, 94, 'Low Risk'),
(136302, 69, 16, '12:46.1', 36.106754576619764, 99.92407778850995, 122, 86, 77, 'Male', 88.60260318012752, 1.6739482747787642, 0.11146402525563412, 36, 31.620039899297787, 98, 'High Risk'),
(136303, 70, 13, '11:46.1', 36.35160677351854, 97.56448589170637, 131, 74, 61, 'Male', 82.48033449996495, 1.8924276172392724, 0.070080888, 57, 23.03095034175752, 93, 'Low Risk'),
(136304, 88, 14, '10:46.1', 37.07352456353464, 98.35746049190526, 123, 84, 71, 'Male', 81.42664592286636, 1.6733842747747985, 0.078928339, 39, 29.07871286, 97, 'Low Risk'),
(136305, 87, 16, '09:46.1', 36.73841618355797, 99.29983683618545, 110, 87, 46, 'Female', 81.66415765062885, 1.9675685629948936, 0.1460759865868891, 23, 21.094621479588145, 94.66666666666667, 'Low Risk'),
(136306, 85, 12, '08:46.1', 37.01805237018577, 96.66930237286259, 125, 86, 82, 'Female', 88.07092262308085, 1.544652560031957, 0.10898290577526097, 39, 36.91228487709303, 99, 'High Risk'),
(136307, 91, 17, '07:46.1', 36.80361803005579, 99.31203044896385, 130, 81, 73, 'Female', 52.27004134609974, 1.8570193608997083, 0.10263475680630545, 49, 15.157234872403409, 97.33333333333333, 'High Risk'),
(136308, 66, 15, '06:46.1', 37.47475954421177, 96.44927958068547, 130, 89, 58, 'Female', 86.08419233810028, 1.7912692747688292, 0.056479103, 41, 26.828825203658813, 102.66666666666667, 'Low Risk'),
(136309, 85, 16, '05:46.1', 37.022608514268924, 96.21482282576292, 113, 79, 43, 'Female', 76.54287406582054, 1.9887374750707183, 0.14467238353559947, 34, 19.35306923371625, 90.33333333333333, 'Low Risk'),
(136310, 99, 13, '04:46.1', 37.124903747277685, 98.20938865205764, 139, 75, 65, 'Male', 89.22397586207279, 1.8490316638064983, 0.11980468793285635, 64, 26.09713758, 96.33333333333333, 'High Risk'),
(136311, 62, 15, '03:46.1', 36.42017741354486, 95.35155399740044, 127, 83, 58, 'Female', 66.20806652570164, 1.651120953037004, 0.10302324938154947, 44, 24.285839913994796, 97.66666666666667, 'Low Risk'),
(136312, 84, 19, '02:46.1', 36.07609419862778, 96.25375174751255, 127, 82, 88, 'Male', 94.20340667828799, 1.765858787830173, 0.078833351, 45, 30.210274158675404, 97, 'High Risk'),
(136313, 89, 19, '01:46.1', 37.297897195795755, 95.32096831, 133, 80, 88, 'Female', 78.90461473054188, 1.8929259562786123, 0.14767851371366755, 53, 22.020904363244743, 97.66666666666666, 'Low Risk'),
(136314, 77, 16, '00:46.1', 36.812252567324755, 96.60652106, 123, 70, 22, 'Female', 50.46435471187925, 1.615688018489932, 0.11599455332808113, 53, 19.33168525034583, 87.66666666666666, 'Low Risk'),
(136315, 65, 12, '59:46.1', 37.335022355778506, 96.94965936487417, 122, 88, 29, 'Male', 60.88397066725611, 1.6504554507611995, 0.086666963, 34, 22.350917495319894, 99.33333333333333, 'Low Risk'),
(136316, 61, 18, '58:46.1', 36.32258061131735, 97.08878050751983, 118, 81, 67, 'Male', 94.79576898722877, 1.6358566477787089, 0.066894145, 37, 35.42407082447421, 93.33333333333333, 'High Risk'),
(136317, 89, 16, '57:46.1', 36.22287681071548, 95.35266295653516, 125, 71, 25, 'Female', 86.56663865, 1.6293978636568527, 0.059369358, 54, 32.60590577699003, 89, 'High Risk'),
(136318, 78, 18, '56:46.1', 36.65667765118315, 99.94377356009902, 127, 75, 71, 'Male', 86.14447121107227, 1.5178398069337193, 0.1481531783698073, 52, 37.39172771, 92.33333333333333, 'High Risk'),
(136319, 76, 15, '55:46.1', 36.77019660769165, 96.82955904247288, 137, 88, 19, 'Female', 66.83778840947608, 1.506686696010195, 0.12434370168884495, 49, 29.44260036427209, 104.33333333333333, 'Low Risk'),
(136320, 82, 16, '54:46.1', 36.643126950209535, 99.89002197468459, 126, 81, 45, 'Female', 81.83011322745232, 1.9587912106959982, 0.057254664765829626, 45, 21.32734816855082, 96, 'Low Risk'),
(136321, 74, 18, '53:46.1', 36.189930323079395, 95.82684887995144, 127, 88, 30, 'Male', 62.34370662, 1.9540788253480734, 0.070945376, 39, 16.327077796466334, 101, 'High Risk'),
(136322, 77, 14, '52:46.1', 36.21011674701615, 99.09268525379204, 131, 72, 30, 'Female', 57.558139895591445, 1.5052021353436142, 0.14008790691703854, 59, 25.404877135853937, 91.66666666666666, 'Low Risk'),
(136323, 65, 15, '51:46.1', 36.38459005581484, 96.61882655787203, 121, 87, 82, 'Male', 63.25269054318194, 1.7177838070626363, 0.059252255666175625, 34, 21.435913437377277, 98.33333333333333, 'Low Risk'),
(136324, 68, 19, '50:46.1', 36.597200232997764, 96.52698263, 121, 80, 23, 'Female', 57.61565532366147, 1.7631031706189002, 0.050831644485769815, 41, 18.534678322982778, 93.66666666666667, 'Low Risk'),
(136325, 94, 18, '49:46.1', 37.27040253944638, 98.21740643093813, 129, 89, 80, 'Female', 95.23024523133944, 1.9432718064950563, 0.11680758748868575, 40, 25.217835242384535, 102.33333333333333, 'High Risk'),
(136326, 92, 18, '48:46.1', 36.915693001652215, 96.54138331634478, 122, 85, 41, 'Male', 61.34426620578067, 1.5847775926582977, 0.12036629835088532, 37, 24.425155189463915, 97.33333333333333, 'High Risk'),
(136327, 90, 16, '47:46.1', 37.118125841448524, 96.33369511, 113, 85, 21, 'Male', 66.10391311326768, 1.6330574656141703, 0.080283381, 28, 24.787015260334712, 94.33333333333333, 'Low Risk'),
(136328, 85, 19, '46:46.1', 36.03257959374651, 98.26657147316836, 135, 81, 40, 'Female', 51.07358362870266, 1.533940009473969, 0.060645775830136764, 54, 21.70598913040854, 99, 'Low Risk'),
(136329, 97, 16, '45:46.1', 36.92924133461581, 96.20061423, 137, 85, 33, 'Male', 55.37744227307853, 1.616446623027647, 0.14184059245480812, 52, 21.19386465118444, 102.33333333333333, 'High Risk'),
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(136506, 61, 15, '48:46.1', 37.10908866400894, 96.07733203637703, 118, 75, 87, 'Male', 58.30400574, 1.8899504982709483, 0.090684609, 43, 16.32290808968038, 89.33333333333333, 'High Risk'),
(136507, 84, 13, '47:46.1', 37.20494759988193, 95.92531344910347, 125, 89, 49, 'Female', 62.307466354506666, 1.6553307188410444, 0.090371866, 36, 22.73895711, 101, 'Low Risk'),
(136508, 94, 16, '46:46.1', 37.47938233136099, 95.08168367701262, 128, 86, 58, 'Female', 52.40293467200498, 1.718403002609484, 0.097482856, 42, 17.746207828483932, 100, 'High Risk'),
(136509, 98, 12, '45:46.1', 36.13878796944837, 95.11771038819246, 138, 79, 67, 'Female', 59.52686506, 1.9719066081634717, 0.093467777, 59, 15.308770998446827, 98.66666666666666, 'High Risk'),
(136510, 77, 12, '44:46.1', 36.18809754063783, 98.83057667725781, 113, 86, 47, 'Female', 80.13577006266586, 1.7581184754459522, 0.13211095908846127, 27, 25.92567897203792, 95, 'Low Risk'),
(136511, 99, 15, '43:46.1', 37.24595445, 95.02386547191355, 118, 79, 59, 'Male', 79.14242464, 1.9985433332565254, 0.14267640211029742, 39, 19.814458713125997, 92, 'High Risk'),
(136512, 79, 13, '42:46.1', 36.558817027982734, 96.41624749428517, 124, 81, 35, 'Female', 50.58077730980408, 1.577993869504941, 0.098503354, 43, 20.313037761976734, 95.33333333333333, 'Low Risk'),
(136513, 68, 15, '41:46.1', 36.21008398, 95.06041054, 123, 82, 78, 'Female', 66.66910037726286, 1.6217585245462778, 0.058422145, 41, 25.34849714105598, 95.66666666666667, 'Low Risk'),
(136514, 74, 14, '40:46.1', 36.99760050462733, 95.80977029, 111, 84, 70, 'Female', 64.78664398806626, 1.7559479947091141, 0.11337212543019035, 27, 21.011748061689133, 93, 'Low Risk'),
(136515, 75, 12, '39:46.1', 36.900328449684764, 98.78568517, 116, 74, 78, 'Male', 69.19406788464923, 1.6072660349391128, 0.10589850684018487, 42, 26.78510350187114, 88, 'Low Risk'),
(136516, 93, 17, '38:46.1', 36.08540878777792, 96.6460273, 117, 87, 70, 'Male', 95.96841604, 1.5860762377153916, 0.1090523571091587, 30, 38.14874097817064, 97, 'High Risk'),
(136517, 68, 16, '37:46.1', 37.064690146785814, 98.88130267618105, 131, 89, 18, 'Male', 83.90963896553964, 1.7900453274185937, 0.095468406, 42, 26.186882278899922, 103, 'Low Risk'),
(136518, 99, 18, '36:46.1', 36.117400172171905, 95.11645777677634, 112, 83, 85, 'Female', 66.69964185315935, 1.7499236651957157, 0.072904913, 29, 21.781375051671795, 92.66666666666667, 'High Risk'),
(136519, 65, 17, '35:46.1', 36.26794635258361, 97.59883316014637, 121, 79, 33, 'Male', 65.55935720105752, 1.9302265221742936, 0.1456298670165137, 42, 17.59616919576005, 93, 'High Risk'),
(136520, 93, 14, '34:46.1', 36.78171343270168, 99.74087502037416, 128, 83, 21, 'Male', 94.77404104777675, 1.8186290566471004, 0.06511852, 45, 28.655048479234328, 98, 'High Risk'),
(136521, 90, 19, '33:46.1', 37.08751752336261, 99.74235946510423, 121, 71, 71, 'Female', 63.644040667205914, 1.700310613161593, 0.1090383931869223, 50, 22.014114108335868, 87.66666666666666, 'Low Risk'),
(136522, 87, 12, '32:46.1', 36.89424476, 97.48869269504632, 123, 82, 89, 'Female', 93.91519604913401, 1.9091511985242844, 0.1157774886694578, 41, 25.766487569452433, 95.66666666666667, 'Low Risk'),
(136523, 89, 18, '31:46.1', 37.40419915031697, 97.40689386517094, 115, 89, 24, 'Female', 64.64497298494007, 1.8573537240543883, 0.053973759, 26, 18.73896139, 97.66666666666667, 'Low Risk'),
(136524, 94, 12, '30:46.1', 36.20365307987964, 96.80105070902029, 126, 86, 89, 'Female', 78.47523886478339, 1.7463006700473405, 0.1293452533035669, 40, 25.73324797280624, 99.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(136526, 70, 15, '28:46.1', 36.97004570084171, 98.92937342774238, 120, 82, 57, 'Female', 63.322566550762815, 1.7431689249902351, 0.14073792650057326, 38, 20.83912878492305, 94.66666666666667, 'Low Risk'),
(136527, 93, 18, '27:46.1', 37.011437771922694, 98.44099300182363, 126, 89, 42, 'Male', 53.86328639592487, 1.7260594191033105, 0.12340392051113061, 37, 18.07928969, 101.33333333333333, 'High Risk'),
(136528, 79, 18, '26:46.1', 36.236583895278585, 99.80915234629609, 119, 81, 34, 'Male', 86.16005328746195, 1.7240065774321491, 0.08987652, 38, 28.98865876476362, 93.66666666666667, 'Low Risk'),
(136529, 85, 13, '25:46.1', 37.17290099317708, 99.67192696947241, 132, 74, 41, 'Female', 50.50966504635512, 1.5643124816152345, 0.13186142128263273, 58, 20.640844755128576, 93.33333333333333, 'Low Risk'),
(136530, 63, 17, '24:46.1', 37.045133637388986, 95.25207685055885, 133, 73, 71, 'Female', 88.20899589471867, 1.5235682665755288, 0.10867663832847682, 60, 38.00047642391928, 93, 'High Risk'),
(136531, 91, 12, '23:46.1', 37.07636232820893, 97.11722765208013, 119, 70, 89, 'Male', 51.00962402113274, 1.6410018787363407, 0.096699207, 49, 18.94235476, 86.33333333333333, 'High Risk'),
(136532, 71, 17, '22:46.1', 37.41790485734953, 96.47942520115228, 113, 86, 44, 'Female', 82.17386906, 1.8173525839935107, 0.081250646, 27, 24.880284956728246, 95, 'Low Risk'),
(136533, 86, 17, '21:46.1', 36.49750187, 96.99497559637632, 119, 71, 56, 'Female', 56.66540562, 1.8883551564137413, 0.10332031965137192, 48, 15.890978676435127, 87, 'High Risk'),
(136534, 85, 14, '20:46.1', 36.54410309333527, 97.98563602935704, 127, 80, 41, 'Female', 50.54794003361425, 1.886682212614275, 0.14717685278331083, 47, 14.200575709969321, 95.66666666666667, 'High Risk'),
(136535, 87, 14, '19:46.1', 36.16828691130858, 96.51529878404989, 130, 88, 64, 'Male', 81.89569991272764, 1.8272609355006204, 0.13008471226236956, 42, 24.527876996279364, 102, 'Low Risk'),
(136536, 76, 17, '18:46.1', 36.33253429172742, 99.72369880636823, 118, 76, 45, 'Male', 69.95378151005846, 1.9380507738730157, 0.09647193, 42, 18.62434014847893, 90, 'Low Risk'),
(136537, 80, 16, '17:46.1', 36.659887524592676, 97.77327343436642, 132, 84, 70, 'Male', 52.74997592801414, 1.9469693567512156, 0.11876357688250518, 48, 13.915667183258385, 100, 'High Risk'),
(136538, 83, 14, '16:46.1', 36.429819861144324, 97.07782499677234, 128, 74, 40, 'Male', 53.98786510360652, 1.883118983795632, 0.1355342157705108, 54, 15.224415602835462, 92, 'High Risk'),
(136539, 98, 18, '15:46.1', 36.71463251192831, 95.45751518645346, 117, 79, 77, 'Male', 72.78674354798581, 1.604298683456837, 0.11069617726083589, 38, 28.280158255067715, 91.66666666666667, 'High Risk'),
(136540, 96, 13, '14:46.1', 37.47937066356415, 96.63996766697295, 138, 76, 46, 'Female', 63.047051928633195, 1.7982995792283223, 0.092428506, 62, 19.495783730289528, 96.66666666666666, 'High Risk'),
(136541, 98, 19, '13:46.1', 36.96524884134542, 96.05996595245665, 135, 73, 28, 'Female', 96.05200246966413, 1.6726513160518017, 0.058306934048666714, 62, 34.331722239274946, 93.66666666666666, 'High Risk'),
(136542, 89, 15, '12:46.1', 36.67547999782963, 97.67115886075118, 131, 70, 18, 'Male', 96.89127694288553, 1.8052573847927227, 0.072361603, 61, 29.730787928609086, 90.33333333333333, 'Low Risk'),
(136543, 88, 17, '11:46.1', 37.15945005131484, 95.59515557240132, 128, 79, 62, 'Female', 90.35501994800657, 1.7823590689966071, 0.14258029437879516, 49, 28.44211483950228, 95.33333333333333, 'Low Risk'),
(136544, 70, 13, '10:46.1', 37.23295827852396, 96.14327673570621, 120, 79, 78, 'Male', 60.37582522099748, 1.514776949814394, 0.10476149888948386, 41, 26.31271755631957, 92.66666666666667, 'Low Risk'),
(136545, 73, 12, '09:46.1', 36.563049269136506, 97.47785402690847, 124, 86, 80, 'Male', 52.06126376235653, 1.8966590662023108, 0.1482139077708166, 38, 14.472253579397071, 98.66666666666667, 'High Risk'),
(136546, 65, 19, '08:46.1', 37.40909244816371, 96.07612944422179, 133, 81, 89, 'Male', 94.8256952, 1.748511153212406, 0.1413538436933363, 52, 31.016245216718207, 98.33333333333333, 'High Risk'),
(136547, 76, 18, '07:46.1', 36.41984440736006, 96.72079997508219, 112, 83, 85, 'Female', 81.74006419788795, 1.903935677601206, 0.050482239, 29, 22.54916321944577, 92.66666666666667, 'Low Risk'),
(136548, 72, 16, '06:46.1', 36.107367131428994, 99.51647376304416, 138, 80, 57, 'Female', 96.08890834650731, 1.677659325031538, 0.1330366812503178, 58, 34.14017234, 99.33333333333333, 'High Risk'),
(136549, 96, 15, '05:46.1', 36.74189190245974, 98.39869504860201, 124, 82, 18, 'Female', 67.42672830984621, 1.7337819579232214, 0.11851010673196674, 42, 22.430715587130873, 96, 'High Risk'),
(136550, 72, 17, '04:46.1', 37.13282897103312, 99.45520595991104, 119, 83, 47, 'Female', 93.06956330402343, 1.9886684175679665, 0.11002074644760201, 36, 23.53330496400728, 95, 'Low Risk'),
(136551, 95, 15, '03:46.1', 36.95064861034167, 97.35479502308876, 114, 73, 18, 'Female', 97.42863172195797, 1.759064856251622, 0.053376427, 41, 31.48639208835168, 86.66666666666667, 'High Risk'),
(136552, 72, 12, '02:46.1', 37.392933829922704, 98.84656427402108, 118, 79, 36, 'Female', 55.75241104021448, 1.8955499472043194, 0.071356651, 39, 15.51647937591667, 92, 'High Risk'),
(136553, 95, 12, '01:46.1', 37.05929421366887, 95.05056382584665, 114, 79, 72, 'Female', 69.81551155716096, 1.9914286481781784, 0.085977878, 35, 17.60444846952955, 90.66666666666667, 'High Risk'),
(136554, 75, 14, '00:46.1', 36.956673646110396, 98.49185717776982, 126, 78, 81, 'Female', 85.84811778959313, 1.5617172294403616, 0.1496804522488286, 48, 35.198647367738474, 94, 'High Risk'),
(136555, 95, 18, '59:46.1', 36.702635328902716, 97.59212, 136, 72, 84, 'Female', 98.07059745236401, 1.954595933281481, 0.13486465364546837, 64, 25.669939160636794, 93.33333333333333, 'High Risk'),
(136556, 69, 16, '58:46.1', 36.37152579673469, 99.68222013650642, 118, 71, 59, 'Male', 83.86158567200985, 1.8506056338424688, 0.1491445112136877, 47, 24.486984703525557, 86.66666666666667, 'Low Risk'),
(136557, 85, 18, '57:46.1', 36.66445370534227, 97.15516476036034, 134, 79, 48, 'Female', 66.50133296, 1.7536693895932252, 0.11535540416340302, 55, 21.623943980040924, 97.33333333333333, 'Low Risk'),
(136558, 88, 17, '56:46.1', 37.41388321291185, 96.63680981936741, 121, 73, 32, 'Female', 94.04023443730331, 1.6270879435317385, 0.062183992, 48, 35.52152880677922, 89, 'High Risk'),
(136559, 72, 17, '55:46.1', 37.33995782469296, 96.05744216, 121, 71, 41, 'Female', 54.05756290501718, 1.8921781026937887, 0.10971509033419112, 50, 15.098452526838237, 87.66666666666666, 'High Risk'),
(136560, 97, 14, '54:46.1', 37.329422010334696, 99.67637029, 115, 73, 21, 'Female', 50.051980366779475, 1.8972897870383854, 0.072412923, 42, 13.904453615123806, 87, 'High Risk'),
(136561, 90, 13, '53:46.1', 36.852434243207085, 98.56461485787632, 111, 88, 66, 'Male', 57.16767580217677, 1.9187812279240006, 0.053975485856538746, 23, 15.527431215284128, 95.66666666666667, 'High Risk'),
(136562, 60, 17, '52:46.1', 36.92177553608888, 96.47839729860902, 135, 75, 51, 'Male', 65.40113930409953, 1.6673620110464062, 0.1311111621813404, 60, 23.524776669231073, 95, 'Low Risk'),
(136563, 61, 19, '51:46.1', 37.07111635366285, 97.66461226112334, 120, 87, 69, 'Female', 61.25040899, 1.5150267904947374, 0.12118684687247903, 33, 26.68507131, 98, 'Low Risk'),
(136564, 75, 19, '50:46.1', 36.305685878034524, 95.39373961905002, 131, 85, 51, 'Female', 72.14541122354157, 1.9010248343613139, 0.14612277948434074, 46, 19.963336738284426, 100.33333333333333, 'Low Risk'),
(136565, 83, 13, '49:46.1', 36.65945684797529, 99.4307242, 111, 77, 43, 'Male', 71.81853676482163, 1.9705095913703103, 0.12226692957820459, 34, 18.496069401050125, 88.33333333333333, 'High Risk'),
(136566, 90, 12, '48:46.1', 36.442698335475015, 97.89201308234641, 129, 70, 32, 'Male', 89.64653365550544, 1.5509734066780898, 0.083556902, 59, 37.26703134857291, 89.66666666666666, 'High Risk'),
(136567, 83, 16, '47:46.1', 36.05915037602189, 99.99470779104881, 113, 85, 80, 'Male', 93.56829411136388, 1.8353620005415436, 0.081008848, 28, 27.776993687367316, 94.33333333333333, 'Low Risk'),
(136568, 86, 19, '46:46.1', 37.367069036514145, 99.05998211, 133, 76, 64, 'Female', 68.49729239728694, 1.7717180604170712, 0.089097823, 57, 21.821478883616496, 95, 'Low Risk'),
(136569, 92, 19, '45:46.1', 36.23067802365617, 95.78764000623833, 118, 73, 26, 'Female', 95.41110065392428, 1.5105272655802335, 0.10333423090414057, 45, 41.815930776583336, 88, 'High Risk'),
(136570, 91, 15, '44:46.1', 36.96989914664759, 99.25936173022785, 116, 87, 52, 'Female', 90.12752879981767, 1.8653845978358836, 0.13187749982404223, 29, 25.901248002980815, 96.66666666666667, 'High Risk'),
(136571, 84, 18, '43:46.1', 37.235040264016696, 97.83825287458666, 115, 86, 51, 'Female', 79.69895067, 1.8425378396768066, 0.13775107272088827, 29, 23.47576601663887, 95.66666666666667, 'Low Risk'),
(136572, 61, 18, '42:46.1', 36.89982936862285, 97.31594018235636, 124, 85, 23, 'Female', 80.42454672027642, 1.868277596431433, 0.061179898, 39, 23.041238001063096, 98, 'Low Risk'),
(136573, 78, 14, '41:46.1', 36.74120501, 96.18439014214162, 129, 77, 78, 'Female', 75.94542062178105, 1.8313712602394048, 0.14760450480359785, 52, 22.64377353469249, 94.33333333333333, 'Low Risk'),
(136574, 98, 19, '40:46.1', 36.550481485861404, 98.44161012452636, 135, 77, 86, 'Female', 66.09636622451364, 1.9636491074122708, 0.11106291764252733, 58, 17.141539151172918, 96.33333333333333, 'High Risk'),
(136575, 62, 17, '39:46.1', 36.74179143879364, 96.25218712137786, 131, 87, 22, 'Male', 73.01380185, 1.6642169175644834, 0.11414583437338727, 44, 26.362409256745284, 101.66666666666667, 'Low Risk'),
(136576, 73, 14, '38:46.1', 37.22263711854602, 97.02905316, 113, 88, 81, 'Male', 86.77471601428917, 1.515943555233746, 0.10424099951559421, 25, 37.75957861, 96.33333333333333, 'High Risk'),
(136577, 62, 14, '37:46.1', 36.44877903008133, 99.52538071005081, 113, 72, 78, 'Male', 56.10751792805907, 1.9427606401510125, 0.13888810332932341, 41, 14.865600745851319, 85.66666666666667, 'High Risk'),
(136578, 98, 19, '36:46.1', 37.09799281440517, 97.13787151688119, 113, 70, 89, 'Male', 57.735542789331205, 1.652511605104146, 0.1415330505864428, 43, 21.142396679536855, 84.33333333333333, 'High Risk'),
(136579, 90, 15, '35:46.1', 37.318049428315035, 95.32633879187875, 126, 86, 72, 'Female', 79.55728323443331, 1.9886255433228583, 0.078003023, 40, 20.11749570023225, 99.33333333333333, 'Low Risk'),
(136580, 83, 18, '34:46.1', 36.45779195, 95.50937954888786, 126, 75, 33, 'Male', 95.08386806, 1.7522786016802465, 0.075191737, 51, 30.967099227764244, 92, 'High Risk'),
(136581, 85, 19, '33:46.1', 36.13796272601267, 99.62108569242125, 123, 77, 79, 'Female', 66.88714091454924, 1.784403774756858, 0.10686431761888465, 46, 21.006629024483274, 92.33333333333333, 'Low Risk'),
(136582, 73, 17, '32:46.1', 36.14959081313956, 98.72741351717163, 134, 75, 23, 'Male', 66.16355793722673, 1.6630552293430356, 0.080808442, 59, 23.922441813622484, 94.66666666666666, 'Low Risk'),
(136583, 74, 15, '31:46.1', 37.49795666045338, 98.57946524, 137, 71, 55, 'Female', 69.51896412443551, 1.8433172081816118, 0.1192156133167759, 66, 20.459882599101874, 93, 'Low Risk'),
(136584, 60, 18, '30:46.1', 36.36383274283588, 96.02978810710678, 123, 86, 38, 'Male', 65.92118579772836, 1.9722021039241235, 0.11614776457452783, 37, 16.94814517209829, 98.33333333333333, 'High Risk'),
(136585, 70, 16, '29:46.1', 37.10978548, 99.96924357840746, 112, 74, 61, 'Male', 83.65413689756346, 1.6680175732063356, 0.061043636, 38, 30.066728721292485, 86.66666666666667, 'High Risk'),
(136586, 99, 17, '28:46.1', 37.23790922801463, 99.94624299324084, 110, 78, 69, 'Male', 82.24276010063964, 1.6127434956286826, 0.12346005031695341, 32, 31.62037957634477, 88.66666666666667, 'High Risk'),
(136587, 86, 17, '27:46.1', 36.68101849, 99.87051774942158, 136, 72, 20, 'Female', 95.32766969146843, 1.7646052420830223, 0.051284178, 64, 30.61426566637977, 93.33333333333333, 'High Risk'),
(136588, 67, 16, '26:46.1', 37.37273911711034, 96.02793019057533, 138, 70, 44, 'Male', 80.22964051404514, 1.9881144925913827, 0.14330766901037548, 68, 20.29794465130313, 92.66666666666666, 'Low Risk'),
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(136764, 73, 14, '30:46.1', 36.422197276019084, 97.26073631934149, 112, 88, 26, 'Male', 97.25589571915357, 1.5359164040814344, 0.061923601, 24, 41.226909542535495, 96, 'High Risk'),
(136765, 92, 15, '29:46.1', 36.08161755105937, 96.00660151, 128, 79, 61, 'Male', 54.69456935256902, 1.5190919428223246, 0.077306678, 49, 23.701513890098845, 95.33333333333333, 'High Risk'),
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(136768, 76, 12, '26:46.1', 36.056434728114525, 96.26297748036843, 113, 78, 50, 'Male', 70.32844844, 1.9242900856437026, 0.13516373813933089, 35, 18.992841837466123, 89.66666666666667, 'Low Risk'),
(136769, 89, 14, '25:46.1', 37.49833298955657, 96.93384606155756, 124, 87, 76, 'Female', 68.90607598976413, 1.8220330441857717, 0.097477342, 37, 20.75606493473005, 99.33333333333333, 'Low Risk'),
(136770, 64, 13, '24:46.1', 36.71248317042821, 96.50249133223832, 119, 88, 44, 'Female', 53.87805511904374, 1.5291879708826972, 0.14292116284991307, 31, 23.040407937838808, 98.33333333333333, 'Low Risk'),
(136771, 60, 14, '23:46.1', 36.04268038, 97.91480370364928, 131, 78, 88, 'Male', 93.60741290877874, 1.8717509969270079, 0.079113176, 53, 26.71862448794207, 95.66666666666666, 'Low Risk'),
(136772, 70, 13, '22:46.1', 37.29078599567977, 98.05504860488313, 110, 71, 31, 'Female', 80.21288026583738, 1.749512778356003, 0.077912132, 39, 26.206551327794937, 84, 'Low Risk'),
(136773, 98, 16, '21:46.1', 36.99800397173674, 95.56126103351325, 135, 79, 77, 'Female', 59.03082561180044, 1.5319085088456577, 0.14347347685530992, 56, 25.154355854082247, 97.66666666666666, 'High Risk'),
(136774, 75, 13, '20:46.1', 36.19824421763744, 96.16923567997515, 111, 88, 82, 'Male', 95.16058994448755, 1.729785182495684, 0.1440308464788161, 23, 31.80334354719204, 95.66666666666667, 'High Risk'),
(136775, 91, 19, '19:46.1', 37.051693918672704, 99.13502426215175, 125, 77, 53, 'Male', 66.28562430660277, 1.5901446619560593, 0.061612419, 48, 26.214771689065508, 93, 'High Risk'),
(136776, 73, 15, '18:46.1', 36.73406844064903, 96.12300586549676, 120, 72, 43, 'Female', 76.45078561, 1.8397484282049719, 0.063243042, 48, 22.58733907680049, 88, 'Low Risk'),
(136777, 75, 14, '17:46.1', 37.26599477603167, 98.40778466503836, 130, 87, 35, 'Male', 50.90289812811245, 1.8787832243279712, 0.089409018, 43, 14.420793631719551, 101.33333333333333, 'High Risk'),
(136778, 80, 15, '16:46.1', 36.74905538154812, 98.21217552852873, 123, 82, 65, 'Male', 71.32465255786704, 1.932127990147451, 0.069051373, 41, 19.105916732754817, 95.66666666666667, 'Low Risk'),
(136779, 61, 19, '15:46.1', 36.872050614450565, 97.31330723, 124, 75, 64, 'Male', 73.53306754, 1.8863305244293618, 0.13270698916642948, 49, 20.665556200013373, 91.33333333333333, 'Low Risk'),
(136780, 98, 13, '14:46.1', 36.64588082629752, 96.20532540122258, 133, 87, 46, 'Male', 74.00810754082003, 1.5078561744615984, 0.12338069343747644, 46, 32.550634727510136, 102.33333333333333, 'High Risk'),
(136781, 88, 18, '13:46.1', 37.08673453246405, 98.44925366563362, 138, 74, 19, 'Male', 89.81067016706453, 1.5719614465480622, 0.08467504, 64, 36.34495673323413, 95.33333333333333, 'High Risk'),
(136782, 73, 16, '12:46.1', 36.20671532033016, 96.61150734410975, 129, 75, 65, 'Female', 53.16776390289858, 1.6217449479038215, 0.070679307, 54, 20.21544417161301, 93, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(136784, 72, 13, '10:46.1', 37.331343670719356, 98.89624994837297, 131, 70, 44, 'Male', 96.49472913688493, 1.6674528660223094, 0.11565794838420737, 61, 34.70535237585431, 90.33333333333333, 'High Risk'),
(136785, 96, 13, '09:46.1', 36.75361079806562, 98.51991844484434, 136, 76, 44, 'Female', 88.69032206716514, 1.5303914843378306, 0.074192139, 60, 37.86789385289466, 96, 'High Risk'),
(136786, 75, 17, '08:46.1', 36.758639125876336, 96.74111539566042, 114, 81, 22, 'Male', 65.48862739838874, 1.7154934590859512, 0.14780141926324017, 33, 22.252958345168835, 92, 'Low Risk'),
(136787, 85, 14, '07:46.1', 37.07044586355896, 97.42155115413193, 112, 73, 32, 'Female', 73.72867009496646, 1.5962931992887888, 0.10787533652969666, 39, 28.93417297270771, 86, 'Low Risk'),
(136788, 81, 13, '06:46.1', 37.44817301291318, 96.32173536079817, 126, 74, 77, 'Female', 57.87557404892776, 1.9893593614531944, 0.1105546772299987, 52, 14.624089213121934, 91.33333333333333, 'High Risk'),
(136789, 77, 17, '05:46.1', 36.02067705157983, 96.47143759546832, 117, 85, 55, 'Female', 68.33263195, 1.6832167454197626, 0.1413492559419806, 32, 24.11837605985114, 95.66666666666667, 'Low Risk'),
(136790, 93, 17, '04:46.1', 36.87987093780117, 95.72808192188215, 116, 79, 46, 'Male', 63.38903812, 1.9245814004802062, 0.11597259246305949, 37, 17.11360851380612, 91.33333333333333, 'High Risk'),
(136791, 95, 18, '03:46.1', 37.11331849807005, 99.23766548, 126, 73, 62, 'Male', 52.58674251, 1.7630380729976185, 0.1054921976901168, 53, 16.918150623296274, 90.66666666666666, 'High Risk'),
(136792, 67, 15, '02:46.1', 37.40191297071422, 95.55389726, 123, 81, 70, 'Female', 96.83622399, 1.5351450775229083, 0.070995078, 42, 41.090270246913796, 95, 'High Risk'),
(136793, 89, 18, '01:46.1', 37.02446607746196, 96.50334388373186, 118, 71, 30, 'Male', 53.497294972681075, 1.740824881479057, 0.11326982926378994, 47, 17.653127267034243, 86.66666666666667, 'High Risk'),
(136794, 68, 13, '00:46.1', 37.30304903309441, 97.88541503349387, 134, 80, 26, 'Male', 95.85743701449238, 1.8189860902512498, 0.12943796760451776, 54, 28.971238194522613, 98, 'Low Risk'),
(136795, 70, 15, '59:46.1', 37.46117631320985, 97.71793825147667, 120, 87, 34, 'Male', 73.58435720435007, 1.9446467966568481, 0.088527559, 33, 19.458261488990843, 98, 'Low Risk'),
(136796, 76, 13, '58:46.1', 37.11267258499589, 99.80902321480932, 111, 82, 31, 'Male', 90.48121926864754, 1.826255968616642, 0.14418010205210913, 29, 27.129085082722064, 91.66666666666667, 'Low Risk'),
(136797, 71, 18, '57:46.1', 36.86963402078613, 95.62632546643303, 127, 82, 36, 'Male', 86.46577158781672, 1.9008142342281102, 0.14016977682748283, 45, 23.931221708194993, 97, 'Low Risk'),
(136798, 60, 19, '56:46.1', 36.81535311532181, 97.31688120737286, 125, 76, 72, 'Female', 66.63976209, 1.5078765292487784, 0.10695876747634797, 49, 29.309059012873128, 92.33333333333333, 'Low Risk'),
(136799, 99, 18, '55:46.1', 36.998270610678375, 96.08699974586142, 138, 87, 85, 'Female', 95.35781954140471, 1.8167993951867634, 0.07661077, 51, 28.889655206043223, 104, 'High Risk'),
(136800, 82, 13, '54:46.1', 36.02412801502276, 97.10791122240704, 134, 83, 61, 'Male', 95.52929182474487, 1.5514167249121789, 0.1147320459330237, 51, 39.68986486570679, 100, 'High Risk'),
(136801, 95, 16, '53:46.1', 37.011938871932806, 97.61239072810758, 121, 73, 40, 'Female', 52.15481929, 1.7864843819701688, 0.068731864, 48, 16.34165348533095, 89, 'High Risk'),
(136802, 69, 18, '52:46.1', 37.04284950485046, 95.50506160075508, 136, 70, 81, 'Male', 84.24944877785695, 1.896531900270534, 0.14091877987415208, 66, 23.423228977123717, 92, 'Low Risk'),
(136803, 65, 19, '51:46.1', 37.493199255607436, 99.81166208, 114, 88, 78, 'Female', 50.647491577711754, 1.8283646687970825, 0.13268791171298322, 26, 15.150686089892606, 96.66666666666667, 'High Risk'),
(136804, 77, 14, '50:46.1', 37.05525442, 99.05925323, 122, 73, 26, 'Female', 98.52322206, 1.5178114211968006, 0.11432582189062503, 49, 42.766427550831985, 89.33333333333333, 'High Risk'),
(136805, 88, 19, '49:46.1', 37.38330265767096, 98.06767457055827, 139, 85, 45, 'Female', 80.75852400321052, 1.7818283604979877, 0.12381429880636613, 54, 25.436458148339437, 103, 'Low Risk'),
(136806, 97, 14, '48:46.1', 36.36230924416769, 98.72103283622732, 121, 81, 64, 'Male', 56.98661153271091, 1.7689979314599948, 0.058319016, 40, 18.21034543631962, 94.33333333333333, 'High Risk'),
(136807, 95, 14, '47:46.1', 36.425531363270906, 96.57950002232256, 134, 80, 79, 'Female', 59.86173188782418, 1.9336309023151235, 0.092397817, 54, 16.01039774522719, 98, 'High Risk'),
(136808, 95, 17, '46:46.1', 37.19563332587375, 95.09759644429141, 134, 70, 37, 'Male', 85.57045139564977, 1.8660897030325927, 0.14735637716900646, 64, 24.573034478597556, 91.33333333333333, 'High Risk'),
(136809, 67, 12, '45:46.1', 36.483335842642646, 99.97341005563115, 111, 76, 50, 'Male', 76.39670642138292, 1.9162328185022721, 0.1441150590786635, 35, 20.805496688497602, 87.66666666666667, 'Low Risk'),
(136810, 95, 15, '44:46.1', 36.033775514357515, 98.00641073735973, 138, 72, 56, 'Male', 79.82484438494154, 1.773087459790153, 0.056941999040829964, 66, 25.39088064896624, 94, 'High Risk'),
(136811, 72, 14, '43:46.1', 37.20596682932645, 95.42263369050913, 122, 79, 85, 'Male', 86.87066701, 1.954357747286792, 0.070700372, 43, 22.74390468511872, 93.33333333333333, 'Low Risk'),
(136812, 91, 14, '42:46.1', 36.11076009691879, 99.04472324407003, 112, 70, 62, 'Female', 75.79471729578542, 1.7968920809403721, 0.10808450827212879, 42, 23.474424182015532, 84, 'High Risk'),
(136813, 69, 17, '41:46.1', 37.243511889862425, 98.26087480220046, 114, 72, 59, 'Male', 56.28821515486126, 1.7526777788875154, 0.10778255468601516, 42, 18.323706072917627, 86, 'High Risk'),
(136814, 97, 14, '40:46.1', 36.83142956825871, 98.67510266, 132, 79, 20, 'Female', 92.40603998006821, 1.9252006580151086, 0.13906988569838274, 53, 24.931496997978858, 96.66666666666666, 'High Risk'),
(136815, 75, 17, '39:46.1', 37.37929145853209, 97.82986763141463, 133, 86, 53, 'Male', 60.491691220906084, 1.8953293342636954, 0.08018018, 47, 16.839390106565816, 101.66666666666667, 'High Risk'),
(136816, 94, 18, '38:46.1', 36.64674177145566, 96.32246424832441, 136, 84, 72, 'Female', 51.24097346970783, 1.9807885661564637, 0.1248720116261685, 52, 13.059938473532506, 101.33333333333333, 'High Risk'),
(136817, 81, 18, '37:46.1', 36.867815685091536, 99.60955130561182, 137, 78, 75, 'Male', 62.76504376812531, 1.8943030187073964, 0.13230925366775043, 59, 17.49117292087718, 97.66666666666666, 'High Risk'),
(136818, 64, 18, '36:46.1', 36.27282509303593, 99.48928132862588, 123, 71, 54, 'Female', 58.70671793991837, 1.923424660981959, 0.12051864340391256, 52, 15.86855718931004, 88.33333333333333, 'High Risk'),
(136819, 78, 17, '35:46.1', 36.460217359227585, 98.50942561586305, 139, 81, 34, 'Female', 99.77892200362108, 1.6610573841353493, 0.1188938405234198, 58, 36.16342332658954, 100.33333333333333, 'High Risk'),
(136820, 81, 16, '34:46.1', 37.17530036525633, 98.08686282638628, 135, 73, 19, 'Male', 90.32575753138474, 1.735695861908587, 0.073160539, 62, 29.982259341376793, 93.66666666666666, 'Low Risk'),
(136821, 85, 16, '33:46.1', 36.88792103029496, 95.65383398702821, 126, 82, 85, 'Female', 79.95640651932182, 1.899532101704967, 0.11517869072974889, 44, 22.159501817679114, 96.66666666666667, 'Low Risk'),
(136822, 75, 16, '32:46.1', 36.81012854, 97.79135430058486, 114, 71, 45, 'Female', 67.5334481, 1.5646850247932231, 0.051664071, 43, 27.584497202710907, 85.33333333333333, 'Low Risk'),
(136823, 70, 16, '31:46.1', 36.19404889351409, 99.85309413437376, 136, 83, 33, 'Female', 59.538356452321246, 1.7813173758254393, 0.1436792280149185, 53, 18.763516494711237, 100.66666666666666, 'Low Risk'),
(136824, 81, 16, '30:46.1', 37.29159205388877, 99.66560936115204, 125, 81, 81, 'Male', 97.08808897875784, 1.7825588924180482, 0.12235292765255552, 44, 30.55471088640195, 95.66666666666667, 'High Risk'),
(136825, 66, 19, '29:46.1', 36.24226017957896, 97.52461579984067, 132, 72, 66, 'Female', 75.42230556073783, 1.6904367655014265, 0.10915227936821567, 60, 26.393801413569452, 92, 'Low Risk'),
(136826, 60, 19, '28:46.1', 37.14839023405982, 99.33937670498865, 125, 77, 82, 'Male', 64.88654200406764, 1.9426605946166295, 0.07752326, 48, 17.193360451367806, 93, 'High Risk'),
(136827, 62, 14, '27:46.1', 36.21257677733525, 96.66125366321953, 132, 82, 33, 'Female', 79.45494726633261, 1.568916371479641, 0.087287632, 50, 32.27909529967682, 98.66666666666666, 'High Risk'),
(136828, 75, 17, '26:46.1', 36.68046230816533, 99.79662474564294, 119, 83, 58, 'Male', 59.88845516021762, 1.7617037705903864, 0.1184320471648937, 36, 19.296446635298214, 95, 'Low Risk'),
(136829, 67, 15, '25:46.1', 36.677458525412916, 96.94177169361764, 124, 82, 73, 'Female', 75.42646767, 1.8599922800212716, 0.14954137686928073, 42, 21.802258582825353, 96, 'Low Risk'),
(136830, 61, 12, '24:46.1', 36.92084704, 97.96468747981835, 137, 80, 55, 'Female', 75.51076087475857, 1.8881290085182247, 0.11284650766930787, 57, 21.180954005207543, 99, 'Low Risk'),
(136831, 83, 17, '23:46.1', 37.15648357446876, 95.03521382, 139, 86, 69, 'Male', 92.90264567042527, 1.7713422141769946, 0.1495664190876313, 53, 29.608958853131327, 103.66666666666666, 'Low Risk'),
(136832, 83, 13, '22:46.1', 37.33496769488545, 99.85223182356816, 115, 82, 87, 'Female', 76.77353696770491, 1.6223963922566276, 0.12535686157546677, 33, 29.167392457219382, 93, 'Low Risk'),
(136833, 81, 15, '21:46.1', 36.60614186339942, 96.54161085, 113, 71, 33, 'Female', 81.42387170369821, 1.8476610334944148, 0.11191292083391932, 42, 23.851030602961576, 85, 'Low Risk'),
(136834, 75, 14, '20:46.1', 36.378333755152475, 95.46907432676468, 134, 89, 35, 'Female', 63.342891591650265, 1.522984629, 0.082735645, 45, 27.30906586, 104, 'Low Risk'),
(136835, 99, 14, '19:46.1', 37.35329810407147, 99.14816366907408, 133, 77, 68, 'Female', 86.97565161383503, 1.5020544759498202, 0.12395585203497317, 56, 38.550172307959905, 95.66666666666666, 'High Risk'),
(136836, 98, 17, '18:46.1', 36.36560930120577, 95.46986903215335, 132, 88, 34, 'Male', 61.03704819114866, 1.7835656582266155, 0.089902164, 44, 19.18736421187577, 102.66666666666667, 'High Risk'),
(136837, 85, 15, '17:46.1', 37.24282869444859, 95.66444298712663, 117, 76, 72, 'Male', 94.88701081479904, 1.634958436480337, 0.054644542, 41, 35.49713745217865, 89.66666666666667, 'High Risk'),
(136838, 67, 14, '16:46.1', 36.37104196400711, 97.91966072087213, 137, 75, 67, 'Male', 76.87083118066252, 1.8882376296418228, 0.081527611, 62, 21.55997637, 95.66666666666666, 'Low Risk'),
(136839, 98, 16, '15:46.1', 37.115947172062796, 96.08219549256283, 131, 82, 83, 'Male', 97.89164155360655, 1.838034371929822, 0.10169177898596884, 49, 28.975994737875865, 98.33333333333333, 'High Risk'),
(136840, 65, 19, '14:46.1', 36.987706838382806, 99.49544998394393, 134, 74, 51, 'Female', 74.23522860035153, 1.6336591734305341, 0.1328138751013873, 60, 27.815517140623967, 94, 'Low Risk'),
(136841, 61, 17, '13:46.1', 36.976751818740055, 99.36079058230644, 112, 75, 53, 'Female', 57.73437696483168, 1.7002777466344237, 0.14536076477955237, 37, 19.97076687164443, 87.33333333333333, 'Low Risk'),
(136842, 68, 18, '12:46.1', 36.30358681923752, 96.07161961720163, 113, 74, 72, 'Male', 79.53322686, 1.5012031165284798, 0.1466158252930781, 39, 35.29146512939877, 87, 'High Risk'),
(136843, 96, 16, '11:46.1', 36.829199368058994, 97.20371880731484, 120, 83, 46, 'Male', 86.48722491406396, 1.9570968617062934, 0.11008202519191951, 37, 22.580175923388822, 95.33333333333333, 'High Risk'),
(136844, 60, 13, '10:46.1', 36.633573372426305, 97.44819060679825, 129, 84, 57, 'Female', 50.81223442626593, 1.9942992573887603, 0.12008401200760328, 45, 12.775786277425281, 99, 'High Risk'),
(136845, 65, 14, '09:46.1', 37.21083675314034, 96.19913049238583, 138, 80, 32, 'Female', 82.04733188809116, 1.7173463004250988, 0.1495055448841906, 58, 27.81946059636318, 99.33333333333333, 'Low Risk'),
(136846, 80, 18, '08:46.1', 36.746043456992844, 96.42611479140383, 111, 71, 86, 'Male', 79.05858892, 1.5412919885361227, 0.0901303, 40, 33.27968573668081, 84.33333333333333, 'High Risk'),
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(137021, 99, 19, '13:46.1', 36.62019148, 99.54792638212346, 136, 76, 76, 'Female', 64.62928352623152, 1.5708518612831393, 0.14167965772391805, 60, 26.191410025873587, 96, 'High Risk'),
(137022, 82, 19, '12:46.1', 36.02664532128748, 97.97382346450227, 124, 77, 65, 'Male', 73.35380437581516, 1.558712606493552, 0.1068382588948806, 47, 30.19190713168927, 92.66666666666667, 'High Risk'),
(137023, 65, 15, '11:46.1', 36.20847506082511, 95.58330588395299, 118, 81, 63, 'Female', 53.006229645116875, 1.6082820242841684, 0.080840438, 37, 20.49285645670847, 93.33333333333333, 'Low Risk'),
(137024, 65, 12, '10:46.1', 37.069080570402576, 98.76124205113621, 127, 78, 22, 'Female', 51.148186015009294, 1.6950718808438876, 0.13179663780790044, 49, 17.801393357044383, 94.33333333333333, 'High Risk'),
(137025, 86, 17, '09:46.1', 36.12907742099122, 97.16115105327782, 126, 86, 46, 'Female', 55.61839095165061, 1.9094777377791503, 0.13516725312771646, 40, 15.254192467523719, 99.33333333333333, 'High Risk'),
(137026, 80, 15, '08:46.1', 37.39650846241101, 97.45905374861046, 138, 70, 83, 'Male', 51.511440847164614, 1.568546081391205, 0.12777277468835513, 68, 20.93674355858939, 92.66666666666666, 'Low Risk'),
(137027, 99, 15, '07:46.1', 37.342934619219925, 99.51910733674383, 110, 88, 18, 'Female', 86.56881846045121, 1.7412069201332687, 0.051077278567772305, 22, 28.553590119556535, 95.33333333333333, 'High Risk'),
(137028, 81, 15, '06:46.1', 36.72573795890201, 97.08441511420892, 121, 80, 58, 'Female', 82.33333770976736, 1.8775445361052896, 0.14052610742655464, 41, 23.355825765378867, 93.66666666666667, 'Low Risk'),
(137029, 93, 16, '05:46.1', 36.91852064758129, 98.88400706947894, 123, 76, 46, 'Female', 80.70330996663006, 1.6786957115039758, 0.14003608806398227, 47, 28.63830996503067, 91.66666666666667, 'High Risk'),
(137030, 66, 16, '04:46.1', 36.83585283035283, 99.71382064070727, 121, 89, 62, 'Female', 96.05998605231906, 1.7949544712459669, 0.14770342830712613, 32, 29.815057055339228, 99.66666666666667, 'Low Risk'),
(137031, 81, 14, '03:46.1', 36.467576197779564, 96.74421637, 116, 77, 39, 'Female', 82.05011481346162, 1.9870895331226932, 0.11165750549846143, 39, 20.779941549482835, 90, 'Low Risk'),
(137032, 90, 18, '02:46.1', 37.34463910110014, 95.14457507223632, 115, 79, 77, 'Female', 77.71037899255103, 1.6543263821866696, 0.097802228, 36, 28.39465757531156, 91, 'Low Risk'),
(137033, 97, 12, '01:46.1', 37.24480280124259, 99.40660339588628, 111, 81, 83, 'Male', 56.440112902997654, 1.574079489998883, 0.057777854448326386, 30, 22.778994697967082, 91, 'High Risk'),
(137034, 67, 19, '00:46.1', 36.14394939395677, 95.88601958479248, 121, 77, 58, 'Female', 77.92689782401445, 1.6979867302475662, 0.12322459067664855, 44, 27.028304561492803, 91.66666666666667, 'Low Risk'),
(137035, 79, 14, '59:46.1', 36.64300932899183, 98.53780360919627, 118, 87, 47, 'Male', 79.35865026386601, 1.962408921541119, 0.083234582, 31, 20.607022889958994, 97.33333333333333, 'Low Risk'),
(137036, 86, 16, '58:46.1', 36.21790892415375, 99.58446277282381, 122, 88, 63, 'Male', 97.65742901871026, 1.9299315189159378, 0.072766163, 34, 26.21932391010982, 99.33333333333333, 'Low Risk'),
(137037, 68, 18, '57:46.1', 36.48871391366801, 98.49408895674362, 131, 81, 78, 'Male', 63.123484559158086, 1.853252232545215, 0.050152927, 50, 18.379000981487497, 97.66666666666666, 'High Risk'),
(137038, 69, 17, '56:46.1', 36.570761839795175, 98.56731846390348, 120, 70, 84, 'Female', 92.46308478417785, 1.8866336026280535, 0.082661227, 50, 25.977254413388618, 86.66666666666666, 'Low Risk'),
(137039, 98, 16, '55:46.1', 36.515228190604425, 99.29545118929408, 135, 73, 41, 'Female', 50.180361933177174, 1.8727140648081348, 0.095325391, 62, 14.30839249977027, 93.66666666666666, 'High Risk'),
(137040, 71, 17, '54:46.1', 37.32837298169657, 95.58196393447659, 135, 84, 45, 'Male', 93.88938623866557, 1.6927313031597944, 0.094275598, 51, 32.76728427779816, 101, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(137041, 86, 16, '53:46.1', 37.214727279758264, 95.51839914, 113, 71, 53, 'Female', 58.51722295093406, 1.604089916676903, 0.13800445710685144, 42, 22.741876143299972, 85, 'Low Risk'),
(137042, 64, 13, '52:46.1', 36.950923655062375, 98.49669338346393, 132, 85, 72, 'Female', 86.0688122, 1.6328630342118553, 0.051429736, 47, 32.280949088661835, 100.66666666666667, 'High Risk'),
(137043, 79, 13, '51:46.1', 36.55576263008861, 96.23274975658906, 116, 81, 48, 'Male', 60.00935828, 1.5668547413386231, 0.058846506479959454, 35, 24.443394123624948, 92.66666666666667, 'Low Risk'),
(137044, 99, 13, '50:46.1', 36.20427076247884, 99.13838018, 132, 78, 21, 'Male', 77.46163015853095, 1.565005888874942, 0.11704462520912919, 54, 31.626758344936384, 96, 'High Risk'),
(137045, 85, 18, '49:46.1', 36.32650052409876, 97.70844241493978, 132, 83, 42, 'Female', 72.58416438846515, 1.9915975577511853, 0.10485990083334945, 49, 18.29947841716751, 99.33333333333333, 'High Risk'),
(137046, 65, 14, '48:46.1', 37.06012858247501, 99.22193581, 132, 74, 81, 'Female', 79.14122606, 1.7979528433244902, 0.11842166984150457, 58, 24.481959793363995, 93.33333333333333, 'Low Risk'),
(137047, 92, 14, '47:46.1', 36.251040724959516, 96.41001593224009, 135, 87, 45, 'Male', 71.08134793594505, 1.9416543882309343, 0.081537075, 48, 18.854360106674434, 103, 'High Risk'),
(137048, 78, 18, '46:46.1', 37.47780213, 96.65015091749486, 130, 84, 85, 'Male', 79.10112524201473, 1.7356479017548962, 0.072788034, 46, 26.257864706755267, 99.33333333333333, 'Low Risk'),
(137049, 75, 15, '45:46.1', 37.38213829886277, 95.02768829427981, 114, 73, 37, 'Male', 60.63459913891019, 1.8567369974365635, 0.10896714257079299, 41, 17.588132479558844, 86.66666666666667, 'High Risk'),
(137050, 65, 17, '44:46.1', 36.898478655113884, 97.91553473755184, 118, 81, 71, 'Female', 78.90787657727763, 1.9882249571437662, 0.079830694, 37, 19.961322656565464, 93.33333333333333, 'Low Risk'),
(137051, 76, 16, '43:46.1', 37.231646538364814, 96.20327703457399, 130, 84, 35, 'Female', 66.28634259522734, 1.6231905787999725, 0.05628151, 46, 25.158516591444105, 99.33333333333333, 'Low Risk'),
(137052, 67, 19, '42:46.1', 36.56442880862931, 96.15389851553275, 126, 88, 72, 'Female', 50.49541851769067, 1.6267286492533093, 0.1485718977773946, 38, 19.08190570412229, 100.66666666666667, 'Low Risk'),
(137053, 99, 14, '41:46.1', 37.37298209204674, 99.31945909248788, 111, 79, 37, 'Male', 79.76034443614955, 1.5300528320003448, 0.10668182636727278, 32, 34.07015949307416, 89.66666666666667, 'High Risk'),
(137054, 62, 15, '40:46.1', 36.09952780686586, 95.21145687573056, 132, 85, 46, 'Female', 99.62945773114438, 1.8934444994345936, 0.069130571, 47, 27.789619940936294, 100.66666666666667, 'Low Risk'),
(137055, 66, 13, '39:46.1', 36.52052299, 98.22939399778797, 133, 71, 57, 'Female', 89.99698509489741, 1.594726441277907, 0.1272130930030815, 62, 35.38796349691139, 91.66666666666666, 'High Risk'),
(137056, 98, 15, '38:46.1', 36.086681734888096, 97.40412303793943, 111, 70, 44, 'Female', 73.88323846334107, 1.7907604376432866, 0.089231143, 41, 23.039388120221687, 83.66666666666667, 'High Risk'),
(137057, 82, 19, '37:46.1', 37.486649947483144, 97.73080978036597, 133, 85, 38, 'Male', 65.24180126, 1.5180674043258187, 0.11808137346568066, 48, 28.310258338464795, 101, 'Low Risk'),
(137058, 67, 17, '36:46.1', 37.088905419694505, 99.09384411, 122, 70, 78, 'Female', 51.831114801934575, 1.8259519218443625, 0.066081704, 52, 15.545756953578383, 87.33333333333333, 'High Risk'),
(137059, 87, 18, '35:46.1', 36.571283205697725, 98.44050615, 134, 71, 62, 'Male', 82.55403353, 1.6045902734994062, 0.10408422581119811, 63, 32.06343054797189, 92, 'High Risk'),
(137060, 94, 18, '34:46.1', 36.88151871431671, 95.81946366098697, 115, 78, 58, 'Female', 53.20285962301893, 1.5350616561023305, 0.11745974123162801, 37, 22.577888741020267, 90.33333333333333, 'High Risk'),
(137061, 96, 15, '33:46.1', 36.11881128627419, 95.3277083, 133, 72, 66, 'Female', 56.59303796705984, 1.8323138811700774, 0.11397843096413414, 61, 16.856339295155966, 92.33333333333333, 'High Risk'),
(137062, 66, 19, '32:46.1', 36.67432715269939, 98.90472692944475, 134, 72, 26, 'Male', 66.30064399076596, 1.7599940944935843, 0.094136867, 62, 21.404018893191196, 92.66666666666666, 'Low Risk'),
(137063, 76, 12, '31:46.1', 37.49502211525469, 98.51745854123004, 137, 78, 23, 'Female', 96.33435048196044, 1.6629387349593472, 0.14927958565082922, 59, 34.836031501341644, 97.66666666666666, 'High Risk'),
(137064, 67, 19, '30:46.1', 36.628834671424386, 96.30672149529593, 119, 75, 60, 'Female', 50.76346097005734, 1.5853577846380655, 0.062786954, 44, 20.197454801929055, 89.66666666666667, 'Low Risk'),
(137065, 70, 13, '29:46.1', 37.01897595, 97.86698913202173, 126, 84, 74, 'Female', 77.85733041124068, 1.603616958, 0.064768656, 42, 30.275981299482012, 98, 'High Risk'),
(137066, 60, 15, '28:46.1', 37.262939985581426, 99.45022304721734, 124, 77, 26, 'Male', 78.78795541290307, 1.936428699906382, 0.069666909, 47, 21.011487975590388, 92.66666666666667, 'Low Risk'),
(137067, 75, 16, '27:46.1', 36.77272348986711, 99.72944907335658, 123, 75, 31, 'Female', 84.78467978386573, 1.9546598906506951, 0.10066789201657625, 48, 22.190903327864174, 91, 'Low Risk'),
(137068, 78, 14, '26:46.1', 37.26580714039112, 95.07985939211817, 131, 83, 53, 'Male', 68.02256040345316, 1.8097845600567726, 0.11768951842185328, 48, 20.76821721507772, 99, 'Low Risk'),
(137069, 69, 17, '25:46.1', 36.75759780371701, 99.96336657005462, 132, 78, 20, 'Male', 53.90764340344993, 1.6914033120266398, 0.050642421605522805, 54, 18.843257958535446, 96, 'Low Risk'),
(137070, 75, 15, '24:46.1', 37.193800729645865, 95.45148706, 129, 76, 77, 'Female', 96.00099664041109, 1.7417448164262106, 0.11978602563373865, 53, 31.645115730873435, 93.66666666666666, 'High Risk'),
(137071, 65, 12, '23:46.1', 36.099275033252624, 99.68486913863615, 138, 75, 18, 'Female', 52.72872351880515, 1.8949592525568397, 0.12670395848096094, 63, 14.684105847814077, 96, 'High Risk'),
(137072, 77, 14, '22:46.1', 36.02506924436767, 95.00370021003293, 139, 81, 82, 'Female', 50.40420606910524, 1.8550077808521606, 0.07481072, 58, 14.647898003621153, 100.33333333333333, 'High Risk'),
(137073, 94, 13, '21:46.1', 37.11375036090156, 98.15342409669053, 128, 89, 18, 'Female', 71.87928413, 1.5525613586574591, 0.052824808940476524, 39, 29.819901003507077, 102, 'High Risk'),
(137074, 79, 16, '20:46.1', 37.20010452563285, 98.31460621728685, 129, 86, 75, 'Male', 98.13352536445763, 1.8869375554809262, 0.085697058, 43, 27.561467915293814, 100.33333333333333, 'Low Risk'),
(137075, 93, 17, '19:46.1', 36.94471288073479, 95.68486904043498, 122, 76, 72, 'Male', 79.95238655372175, 1.7743626504341197, 0.12729588767592723, 46, 25.39490879713969, 91.33333333333333, 'High Risk'),
(137076, 66, 15, '18:46.1', 36.72965152, 95.09715375259604, 115, 87, 74, 'Male', 99.31174445300846, 1.5174341637275384, 0.059985534, 28, 43.13014272608561, 96.33333333333333, 'High Risk'),
(137077, 86, 13, '17:46.1', 37.45252189989519, 99.31300509609557, 110, 84, 39, 'Female', 74.56682668205875, 1.6212314011520188, 0.111217173, 26, 28.369759072030334, 92.66666666666667, 'Low Risk'),
(137078, 78, 13, '16:46.1', 37.00636981180255, 98.04011025565893, 114, 82, 74, 'Male', 72.34201474406561, 1.690996583, 0.11722394414018536, 32, 25.29910395131181, 92.66666666666667, 'Low Risk'),
(137079, 92, 13, '15:46.1', 36.54998857019998, 95.72143948, 121, 79, 73, 'Female', 86.22831445570381, 1.8702948847222785, 0.14220106741395577, 42, 24.650726584515308, 93, 'High Risk'),
(137080, 87, 18, '14:46.1', 37.362235600360634, 99.92568042712122, 113, 73, 71, 'Female', 56.217281364020735, 1.5041064415387404, 0.06828886, 40, 24.849216343342057, 86.33333333333333, 'Low Risk'),
(137081, 79, 16, '13:46.1', 36.51101981664234, 96.09423750015574, 130, 82, 88, 'Male', 80.74936446566717, 1.5602743977176572, 0.071716285, 48, 33.169364309203736, 98, 'High Risk'),
(137082, 98, 12, '12:46.1', 37.17248108, 96.44149475695967, 125, 75, 27, 'Male', 82.35287620845472, 1.707941663693104, 0.1089515404499517, 50, 28.231418884229203, 91.66666666666666, 'High Risk'),
(137083, 83, 12, '11:46.1', 36.13029936396333, 97.10717336079202, 122, 71, 41, 'Female', 98.51743128137873, 1.9572824215445441, 0.12109369656443057, 51, 25.716158167677616, 88, 'Low Risk'),
(137084, 80, 15, '10:46.1', 36.03182851736015, 98.36302978293092, 125, 83, 84, 'Female', 93.98557144595111, 1.707345097406661, 0.059213844586947284, 42, 32.24174677127586, 97, 'High Risk'),
(137085, 64, 13, '09:46.1', 36.100766254815895, 97.03584680420408, 120, 77, 43, 'Male', 67.0293993, 1.666991265867113, 0.1015257717826033, 43, 24.121187172294597, 91.33333333333333, 'Low Risk'),
(137086, 68, 12, '08:46.1', 37.17489054971576, 96.95116788807526, 131, 86, 50, 'Female', 52.92454647529484, 1.5882317106062716, 0.1285784335291244, 45, 20.98115631306619, 101, 'Low Risk'),
(137087, 65, 16, '07:46.1', 36.195990428548726, 99.56050798797244, 120, 86, 84, 'Male', 86.59859122958439, 1.7551549766581602, 0.07956758, 34, 28.111232519707585, 97.33333333333333, 'Low Risk'),
(137088, 63, 13, '06:46.1', 37.10522366991683, 99.70272608144478, 113, 85, 46, 'Female', 68.21917658091161, 1.9847052199059225, 0.1425755724463203, 28, 17.318666500673963, 94.33333333333333, 'High Risk'),
(137089, 63, 19, '05:46.1', 37.258971412493196, 97.52143796879274, 116, 70, 50, 'Male', 60.37288760593316, 1.9433258340427881, 0.093165539, 46, 15.986400915618242, 85.33333333333333, 'High Risk'),
(137090, 89, 15, '04:46.1', 36.79380104723143, 95.07131269, 112, 81, 61, 'Male', 52.55546202335696, 1.772815214966075, 0.091133991, 31, 16.722103907106682, 91.33333333333333, 'High Risk'),
(137091, 72, 16, '03:46.1', 36.57141699244853, 96.17285253009132, 130, 75, 21, 'Female', 79.40648280059034, 1.6416090407634838, 0.073529456, 55, 29.465681458464218, 93.33333333333333, 'Low Risk'),
(137092, 88, 13, '02:46.1', 36.69011961627551, 96.96354765611075, 130, 77, 32, 'Female', 72.17872690482784, 1.5843196791631344, 0.060945513914680866, 53, 28.755676174410087, 94.66666666666666, 'Low Risk'),
(137093, 87, 14, '01:46.1', 37.30153084617476, 99.83025174920323, 128, 70, 86, 'Male', 90.72494756989195, 1.7148260961548718, 0.081002732, 58, 30.85222983254914, 89.33333333333333, 'High Risk'),
(137094, 63, 19, '00:46.1', 36.17632091370555, 98.07191064161962, 131, 70, 18, 'Female', 71.40609437083212, 1.5559561472319359, 0.13932546797933698, 61, 29.494468472132553, 90.33333333333333, 'Low Risk'),
(137095, 78, 17, '59:46.1', 37.18180660503932, 98.03916790300886, 135, 83, 85, 'Female', 91.30857022196517, 1.772853125721092, 0.088071365, 52, 29.05133052649902, 100.33333333333333, 'Low Risk'),
(137096, 73, 14, '58:46.1', 36.23923596822773, 97.57007558433848, 130, 85, 40, 'Male', 66.69649539352235, 1.5109935175612803, 0.085419041, 45, 29.21311120833845, 100, 'Low Risk'),
(137097, 61, 14, '57:46.1', 37.14286747249805, 95.02427145116913, 120, 80, 44, 'Female', 83.67461639367407, 1.7568375855608467, 0.073582115, 40, 27.110061437460768, 93.33333333333333, 'Low Risk'),
(137098, 61, 16, '56:46.1', 36.64023506737856, 97.71904055544752, 138, 75, 66, 'Male', 66.76318454705982, 1.8728673958493944, 0.14838648473888388, 63, 19.033689728930085, 96, 'Low Risk'),
(137099, 72, 14, '55:46.1', 37.321628199554176, 97.51861512567645, 120, 80, 19, 'Female', 54.44411665115683, 1.647769144421024, 0.14927959109233607, 40, 20.05202436, 93.33333333333333, 'Low Risk'),
(137100, 70, 15, '54:46.1', 36.935880069118426, 98.53101922853354, 114, 84, 25, 'Female', 86.45119953, 1.5888053410059584, 0.1254387440647312, 30, 34.24756048781906, 94, 'High Risk'),
(137101, 99, 19, '53:46.1', 37.21321979738577, 99.49679204403479, 115, 83, 77, 'Female', 97.66652820281625, 1.7709383393856157, 0.094126743, 32, 31.141452824000538, 93.66666666666667, 'High Risk'),
(137102, 91, 13, '52:46.1', 37.182421480090305, 95.32210910083265, 132, 83, 63, 'Male', 62.56431050735108, 1.6168653765416232, 0.061555315, 49, 23.93199703726203, 99.33333333333333, 'High Risk'),
(137103, 66, 18, '51:46.1', 36.3066807, 95.82622131065095, 113, 81, 52, 'Female', 60.08608886849721, 1.905014498612958, 0.1321959091470577, 32, 16.556836690315055, 91.66666666666667, 'High Risk'),
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(137281, 90, 12, '53:46.1', 37.14114073863116, 98.64073849481132, 128, 73, 85, 'Male', 87.88490466387918, 1.9244142421872483, 0.06902105, 55, 23.73106130316223, 91.33333333333333, 'Low Risk'),
(137282, 93, 14, '52:46.1', 36.99523738955055, 96.30037002794064, 136, 73, 42, 'Female', 56.64050955648837, 1.9903075900499558, 0.14583600682868975, 63, 14.298377316253463, 94, 'High Risk'),
(137283, 83, 14, '51:46.1', 37.29790529023351, 97.03900309475586, 129, 79, 39, 'Male', 51.731781255911905, 1.623616853059301, 0.12109493657895648, 50, 19.62412634380609, 95.66666666666666, 'Low Risk'),
(137284, 75, 19, '50:46.1', 36.36640182, 97.75812748985068, 128, 81, 43, 'Female', 67.00019962454152, 1.9693410915910468, 0.13461083854187716, 47, 17.275642609939805, 96.66666666666667, 'High Risk'),
(137285, 81, 15, '49:46.1', 36.606770731881326, 95.05357777044668, 135, 76, 85, 'Male', 54.80749795072449, 1.9721977832854256, 0.14816016494757794, 59, 14.090910084631046, 95.66666666666666, 'High Risk'),
(137286, 96, 12, '48:46.1', 36.66449705482667, 98.40412364729349, 111, 73, 83, 'Male', 90.36891734627706, 1.9073106113066818, 0.089324604, 38, 24.84140923126448, 85.66666666666667, 'High Risk'),
(137287, 95, 15, '47:46.1', 36.369033219821894, 98.12429627974922, 118, 72, 22, 'Male', 61.44050878983368, 1.908782056668721, 0.10854293438443707, 46, 16.863282511703478, 87.33333333333333, 'High Risk'),
(137288, 72, 19, '46:46.1', 37.102391196403445, 95.27705733057957, 134, 71, 76, 'Male', 60.52911723, 1.7356297901299986, 0.1495616835878147, 63, 20.09324819297163, 92, 'Low Risk'),
(137289, 63, 14, '45:46.1', 36.02523324407834, 96.51648081694508, 133, 76, 83, 'Female', 52.85342169150366, 1.7157186884453703, 0.073533688, 57, 17.954815417917548, 95, 'High Risk'),
(137290, 98, 18, '44:46.1', 36.11310362330263, 96.76486450144634, 117, 76, 20, 'Male', 58.52986818191706, 1.5503671411517277, 0.06821702, 41, 24.35053096586668, 89.66666666666667, 'High Risk'),
(137291, 65, 16, '43:46.1', 37.15248617188375, 99.32068490682653, 118, 87, 43, 'Male', 92.03567322281685, 1.5687715119923522, 0.057872444, 31, 37.39700351, 97.33333333333333, 'High Risk'),
(137292, 94, 15, '42:46.1', 36.536812447671466, 96.23165902936667, 117, 85, 71, 'Female', 86.97777966100111, 1.8149202786472545, 0.056240112556521185, 32, 26.405427959731668, 95.66666666666667, 'High Risk'),
(137293, 90, 18, '41:46.1', 37.397850960135074, 95.73034535108641, 135, 75, 40, 'Male', 90.31547126739713, 1.5189220692864187, 0.093496247, 60, 39.14634037025687, 95, 'High Risk'),
(137294, 82, 16, '40:46.1', 37.16344266961319, 95.55200269970511, 130, 81, 60, 'Male', 70.33152768, 1.5029451656093735, 0.10298609792011293, 49, 31.13606888, 97.33333333333333, 'High Risk'),
(137295, 85, 16, '39:46.1', 37.37671200554238, 98.90957161808458, 111, 79, 41, 'Male', 86.01791069958963, 1.873997419638997, 0.065860299, 32, 24.493503637608057, 89.66666666666667, 'Low Risk'),
(137296, 92, 13, '38:46.1', 36.99947081867545, 98.20135885813873, 137, 88, 36, 'Female', 91.55978368257331, 1.5456010686610215, 0.093318263, 49, 38.32745119029555, 104.33333333333333, 'High Risk'),
(137297, 65, 19, '37:46.1', 36.280207247751484, 98.73041285768402, 138, 77, 30, 'Female', 92.18804763779724, 1.6610980607527912, 0.13214690595459044, 61, 33.41058463, 97.33333333333333, 'High Risk'),
(137298, 95, 15, '36:46.1', 36.82112117432135, 95.42935138078683, 119, 78, 38, 'Male', 76.09719078899872, 1.589884563732818, 0.067101262, 41, 30.104917337743437, 91.66666666666667, 'High Risk'),
(137299, 72, 17, '35:46.1', 37.320928951924486, 97.32429283491338, 114, 87, 33, 'Male', 53.222751345227756, 1.9540561673400272, 0.059094163, 27, 13.938730966377125, 96, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(137300, 90, 16, '34:46.1', 36.823519046029475, 97.29175889360161, 116, 70, 39, 'Male', 66.38685505627149, 1.5726566856091884, 0.061561288, 46, 26.841961198785075, 85.33333333333333, 'Low Risk'),
(137301, 71, 16, '33:46.1', 36.17773803, 95.56790079720476, 115, 70, 30, 'Male', 96.85738455, 1.8930166230375192, 0.12393595699290348, 45, 27.028620610689547, 85, 'Low Risk'),
(137302, 61, 12, '32:46.1', 37.11010980424289, 99.01962255, 134, 77, 78, 'Male', 57.53438054867964, 1.5820529486844543, 0.12768245261290448, 57, 22.987164966179698, 96, 'Low Risk'),
(137303, 74, 14, '31:46.1', 36.58413926278494, 95.11872379, 113, 88, 43, 'Male', 57.57430089394552, 1.5848915004283406, 0.090850412, 25, 22.920790965954243, 96.33333333333333, 'Low Risk'),
(137304, 97, 14, '30:46.1', 36.07656511656999, 98.93421248, 135, 83, 23, 'Female', 80.00249868580619, 1.8771347208530536, 0.11438788994029281, 52, 22.70453782234147, 100.33333333333333, 'High Risk'),
(137305, 76, 16, '29:46.1', 37.05572346502162, 96.13045668532479, 124, 87, 26, 'Female', 60.73772726290629, 1.6045729369592934, 0.12531183704851745, 37, 23.590633906259526, 99.33333333333333, 'Low Risk'),
(137306, 69, 16, '28:46.1', 36.39897021614209, 95.86395925912329, 112, 78, 50, 'Male', 56.13884417, 1.5026666174705698, 0.083138202, 34, 24.862121809575978, 89.33333333333333, 'Low Risk'),
(137307, 99, 12, '27:46.1', 37.47649142094522, 95.56857331856011, 138, 86, 39, 'Female', 92.18980731277861, 1.8100855189254665, 0.11592086537929687, 52, 28.137448904942843, 103.33333333333333, 'High Risk'),
(137308, 61, 18, '26:46.1', 37.02023363, 99.61700396, 127, 80, 89, 'Male', 61.10629725809051, 1.616901615295856, 0.085408142, 47, 23.37323247, 95.66666666666667, 'Low Risk'),
(137309, 76, 16, '25:46.1', 36.44625724, 96.58124745297553, 115, 88, 81, 'Male', 77.47307123304216, 1.518359761611186, 0.067275592, 27, 33.60480665720947, 97, 'High Risk'),
(137310, 83, 16, '24:46.1', 37.143259501884366, 97.91115535355637, 124, 82, 38, 'Female', 91.97003426265549, 1.6509076973612777, 0.14910869181053238, 42, 33.74432641369004, 96, 'High Risk'),
(137311, 87, 18, '23:46.1', 37.23493931, 96.22571948892978, 131, 71, 68, 'Male', 90.75386059, 1.6674456201288308, 0.10962437901548759, 60, 32.64087181934867, 91, 'High Risk'),
(137312, 85, 13, '22:46.1', 36.510328589573426, 95.32003829630696, 122, 72, 68, 'Male', 88.39042731336818, 1.9936684301898304, 0.097217977, 50, 22.238186583726886, 88.66666666666666, 'Low Risk'),
(137313, 98, 13, '21:46.1', 37.01262890746005, 99.69705424, 126, 75, 23, 'Female', 77.19487067382829, 1.853725512146973, 0.081356967, 51, 22.464543095477918, 92, 'High Risk'),
(137314, 94, 16, '20:46.1', 37.38854049727319, 99.786339, 128, 74, 80, 'Female', 94.89992802232028, 1.9891114891821347, 0.14688789704653815, 54, 23.985436766934093, 92, 'High Risk'),
(137315, 63, 17, '19:46.1', 36.812078539859435, 99.68535156452056, 119, 87, 47, 'Female', 68.04212860075546, 1.9527807621932665, 0.093839069, 32, 17.84312489849468, 97.66666666666667, 'High Risk'),
(137316, 96, 14, '18:46.1', 37.36176585818821, 95.65466047345606, 138, 86, 81, 'Male', 70.86043521225119, 1.8669672035229725, 0.085377441, 52, 20.32967508, 103.33333333333333, 'High Risk'),
(137317, 79, 14, '17:46.1', 36.7925911, 96.68018428780847, 112, 70, 71, 'Male', 86.46062108090025, 1.908362001050674, 0.070764213, 42, 23.740880945831254, 84, 'Low Risk'),
(137318, 80, 17, '16:46.1', 36.721044134018946, 95.69637998587818, 128, 78, 19, 'Male', 76.97836898649223, 1.5809252924509685, 0.13501399374637812, 50, 30.79966621101079, 94.66666666666666, 'High Risk'),
(137319, 70, 12, '15:46.1', 36.54463179787518, 97.39480828036139, 119, 73, 35, 'Female', 98.97018586773574, 1.9617098249572877, 0.13878233317623984, 46, 25.717861401433037, 88.33333333333333, 'Low Risk'),
(137320, 68, 17, '14:46.1', 36.55757819571443, 98.87675114532264, 120, 84, 56, 'Female', 98.36187730121696, 1.7683572443563957, 0.096220869, 36, 31.45479050989628, 96, 'High Risk'),
(137321, 98, 14, '13:46.1', 37.38695110886933, 96.57614492893178, 119, 84, 22, 'Female', 57.17353225604922, 1.6397647895097531, 0.082503831, 35, 21.263360930501005, 95.66666666666667, 'High Risk'),
(137322, 92, 13, '12:46.1', 36.053884439593034, 96.81181342767236, 135, 77, 63, 'Female', 63.63488594870909, 1.7862133977318122, 0.077961294, 58, 19.944749451561552, 96.33333333333333, 'High Risk'),
(137323, 90, 12, '11:46.1', 36.92555185300099, 95.47747043037833, 125, 89, 80, 'Female', 95.37092326515184, 1.8778214401437303, 0.11890371158643952, 36, 27.046271311384533, 101, 'Low Risk'),
(137324, 61, 14, '10:46.1', 36.276575005094934, 95.47854670787112, 122, 79, 57, 'Male', 65.72014103033926, 1.8186826973786627, 0.071128459, 43, 19.86939377117239, 93.33333333333333, 'Low Risk'),
(137325, 90, 14, '09:46.1', 37.055876047671966, 96.66363904791609, 132, 73, 81, 'Male', 93.89704504729046, 1.6535953779814978, 0.084737332, 59, 34.33945717788304, 92.66666666666666, 'High Risk'),
(137326, 96, 19, '08:46.1', 37.250291777537484, 96.73513720947017, 128, 85, 30, 'Male', 81.03936686218468, 1.7844120611055496, 0.11304211871762768, 43, 25.45105206, 99.33333333333333, 'High Risk'),
(137327, 88, 14, '07:46.1', 37.11935355199757, 95.72871810504165, 117, 87, 21, 'Female', 61.40366892754386, 1.9472377499671347, 0.067753149, 30, 16.194082992970966, 97, 'High Risk'),
(137328, 71, 19, '06:46.1', 36.79913087570267, 99.15157124046134, 124, 85, 65, 'Female', 76.41871482373202, 1.8352573406537767, 0.12487341073905711, 39, 22.688500290140027, 98, 'Low Risk'),
(137329, 70, 18, '05:46.1', 37.302259076926916, 98.14126955515567, 125, 76, 53, 'Female', 79.51818768620842, 1.9114912816796956, 0.13596657778304294, 49, 21.763153755480594, 92.33333333333333, 'Low Risk'),
(137330, 70, 12, '04:46.1', 36.05396406, 96.32919864158691, 130, 76, 30, 'Female', 78.54911138455755, 1.5189774927872897, 0.11148908462011003, 54, 34.04384453940294, 94, 'High Risk'),
(137331, 84, 15, '03:46.1', 36.600259013013954, 95.51805674, 113, 84, 26, 'Male', 58.485116454238366, 1.7452952692234192, 0.077933617, 29, 19.200278845924814, 93.66666666666667, 'Low Risk'),
(137332, 79, 19, '02:46.1', 37.36100875708814, 97.09974848, 114, 80, 28, 'Female', 87.13256088540643, 1.8045615443512848, 0.059723364, 34, 26.756979260244808, 91.33333333333333, 'Low Risk'),
(137333, 91, 12, '01:46.1', 36.31685204369472, 97.24238586025561, 138, 77, 41, 'Male', 68.44035768967652, 1.8767686035181494, 0.1308395233138019, 61, 19.430805814814455, 97.33333333333333, 'High Risk'),
(137334, 92, 14, '00:46.1', 36.212981736915204, 97.98923473119754, 114, 70, 43, 'Female', 52.914820898514414, 1.9533920151368478, 0.095818242, 44, 13.867510847081032, 84.66666666666667, 'High Risk'),
(137335, 74, 15, '59:46.1', 37.45712825091574, 97.55096672630779, 124, 85, 32, 'Male', 74.69623464, 1.7304163735259026, 0.14464737822243218, 39, 24.94580243, 98, 'Low Risk'),
(137336, 61, 17, '58:46.1', 37.22149705525523, 96.53312486766124, 115, 74, 85, 'Female', 90.54408646658817, 1.5019430970906233, 0.10147579234858432, 41, 40.13776010078996, 87.66666666666667, 'High Risk'),
(137337, 79, 16, '57:46.1', 36.909378019203636, 96.20819222, 110, 71, 81, 'Female', 53.16400274874968, 1.906503254618893, 0.13928252478036487, 39, 14.62657255403741, 84, 'High Risk'),
(137338, 94, 17, '56:46.1', 37.07409885861131, 99.68681239229409, 117, 73, 35, 'Female', 95.50076371198085, 1.9623828816612716, 0.10237560297805293, 44, 24.799295931779536, 87.66666666666667, 'High Risk'),
(137339, 60, 18, '55:46.1', 36.97669714118142, 95.62803289030164, 117, 88, 74, 'Female', 75.98462262, 1.6678570835567497, 0.11418420200680741, 29, 27.315430107760005, 97.66666666666667, 'Low Risk'),
(137340, 86, 13, '54:46.1', 37.07063452358181, 98.3163119, 111, 70, 45, 'Female', 71.04666943468845, 1.9602206667259108, 0.1315268310386472, 41, 18.489867385524885, 83.66666666666667, 'High Risk'),
(137341, 69, 13, '53:46.1', 36.477885799939195, 95.04508117212852, 121, 78, 41, 'Male', 72.06569813753217, 1.7088370686533887, 0.06821077, 43, 24.67898452198226, 92.33333333333333, 'Low Risk'),
(137342, 84, 15, '52:46.1', 36.61670154, 99.05607813, 123, 89, 52, 'Female', 92.86500040368132, 1.5042297401825409, 0.1232927773875045, 34, 41.04154706633436, 100.33333333333333, 'High Risk'),
(137343, 95, 16, '51:46.1', 36.25233175218329, 97.84735403319796, 115, 73, 54, 'Female', 70.13792711500629, 1.7553990987794685, 0.097440398, 42, 22.761516001406047, 87, 'High Risk'),
(137344, 91, 18, '50:46.1', 36.32858695713164, 96.72072922, 126, 80, 45, 'Female', 82.56651545865765, 1.9615114840773464, 0.082534716, 46, 21.45963081591335, 95.33333333333333, 'High Risk'),
(137345, 83, 12, '49:46.1', 36.51620704252738, 95.02937178098513, 117, 78, 42, 'Male', 90.23338256422855, 1.5698050630924443, 0.052060106, 39, 36.616412084799535, 91, 'High Risk'),
(137346, 86, 19, '48:46.1', 37.06470691, 96.55498988, 127, 76, 56, 'Female', 86.60487689038364, 1.9414137651547392, 0.12938273480367013, 51, 22.977678022883964, 93, 'Low Risk'),
(137347, 74, 13, '47:46.1', 37.36932309695362, 97.65601822299256, 135, 71, 77, 'Male', 55.167753844305665, 1.6724755865322394, 0.082287334, 64, 19.72267090153212, 92.33333333333333, 'Low Risk'),
(137348, 73, 17, '46:46.1', 36.83378128727964, 99.22913246693552, 118, 83, 50, 'Female', 79.91735353288499, 1.8570489458995108, 0.11200069141301922, 35, 23.173647298902587, 94.66666666666667, 'Low Risk'),
(137349, 81, 12, '45:46.1', 36.499708570839964, 99.39721797783471, 129, 89, 50, 'Female', 52.184800018813796, 1.9838659360036945, 0.087645106, 40, 13.25926292820768, 102.33333333333333, 'High Risk'),
(137350, 89, 17, '44:46.1', 36.08566159061562, 96.94366928200004, 139, 77, 43, 'Female', 99.42821802986066, 1.9583328770769204, 0.079434318, 62, 25.926066216057798, 97.66666666666666, 'Low Risk'),
(137351, 83, 17, '43:46.1', 37.39293752282863, 96.34397478, 122, 80, 24, 'Female', 73.48487175670758, 1.5241421139109619, 0.14672784488606522, 42, 31.633483105413042, 94, 'High Risk'),
(137352, 81, 15, '42:46.1', 36.03799147122972, 99.46882350614055, 139, 80, 64, 'Male', 51.84049443661144, 1.6708633600080054, 0.10602315995438352, 59, 18.56894645382049, 99.66666666666666, 'Low Risk'),
(137353, 74, 14, '41:46.1', 36.51397426819475, 99.72528567438738, 137, 89, 69, 'Male', 71.79157075, 1.591050294471781, 0.13977273691588465, 48, 28.35996163, 105, 'Low Risk'),
(137354, 84, 19, '40:46.1', 36.87281620107423, 99.74283916, 116, 82, 34, 'Female', 86.82782896, 1.5902867042143658, 0.14656724835391063, 34, 34.332710076609445, 93.33333333333333, 'High Risk'),
(137355, 62, 16, '39:46.1', 36.79403759016749, 97.89963271249943, 121, 80, 58, 'Male', 92.18306393865257, 1.8885565735326588, 0.081069256, 41, 25.845869119283353, 93.66666666666667, 'Low Risk'),
(137356, 98, 17, '38:46.1', 36.91978982846336, 98.18463491385302, 129, 72, 81, 'Male', 82.46266215871958, 1.8115618033861145, 0.10172949024705195, 57, 25.12760179311292, 91, 'High Risk'),
(137357, 78, 17, '37:46.1', 36.311570736761475, 98.34144617715414, 111, 78, 38, 'Male', 86.38027553784849, 1.8240675367195704, 0.052408714926994615, 33, 25.961677853471972, 89, 'Low Risk'),
(137358, 61, 12, '36:46.1', 37.29408154492359, 98.51415393, 121, 88, 23, 'Male', 79.68911823, 1.970651476786692, 0.075694156, 33, 20.520095378775437, 99, 'Low Risk'),
(137359, 83, 16, '35:46.1', 37.33167165, 96.81701783769486, 111, 75, 53, 'Female', 94.50554682677765, 1.9964597198926501, 0.14251171496617093, 36, 23.71025335136598, 87, 'Low Risk'),
(137360, 76, 14, '34:46.1', 36.242412134523505, 98.81835712983607, 116, 78, 79, 'Male', 62.938070511336484, 1.5437933808399649, 0.060421801, 38, 26.40797350535566, 90.66666666666667, 'Low Risk'),
(137361, 68, 15, '33:46.1', 36.643753300186404, 97.64888202135266, 121, 80, 82, 'Male', 99.84923404132851, 1.8160053942882772, 0.057877064, 41, 30.276834663198414, 93.66666666666667, 'High Risk'),
(137362, 74, 17, '32:46.1', 36.605130522386546, 95.73084735, 139, 79, 48, 'Female', 70.27175718044727, 1.9136890831715174, 0.1302873584415054, 60, 19.188368694718196, 99, 'Low Risk'),
(137363, 98, 17, '31:46.1', 36.16406864813873, 95.72285649479262, 128, 84, 48, 'Male', 53.203072032829226, 1.8900386023576692, 0.090163471, 44, 14.893451696244643, 98.66666666666667, 'High Risk'),
(137364, 87, 16, '30:46.1', 37.48266890211112, 95.60689365854226, 125, 71, 30, 'Male', 87.73486263338393, 1.7103130895741039, 0.10220308460880916, 54, 29.993072781519054, 89, 'Low Risk'),
(137365, 65, 12, '29:46.1', 36.39793528346478, 99.17601864459667, 118, 74, 52, 'Female', 90.02575813698539, 1.525951728654932, 0.084795734, 44, 38.66207832456589, 88.66666666666667, 'High Risk'),
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(137541, 77, 19, '33:46.1', 36.12770460246569, 98.16307562781066, 111, 76, 54, 'Male', 73.99720484830168, 1.6540434234370975, 0.13416461482208292, 35, 27.047149490962514, 87.66666666666667, 'Low Risk'),
(137542, 83, 18, '32:46.1', 37.13670657028473, 99.44207913485384, 119, 78, 63, 'Male', 50.30502541468036, 1.828921942897336, 0.057215434, 41, 15.039071765695102, 91.66666666666667, 'High Risk'),
(137543, 63, 15, '31:46.1', 36.03748242673257, 98.41454043570944, 116, 88, 22, 'Male', 59.81244247958581, 1.520685431492307, 0.11884279210859766, 28, 25.865016918480663, 97.33333333333333, 'Low Risk'),
(137544, 68, 16, '30:46.1', 36.921268405546535, 97.08968182236949, 116, 81, 32, 'Female', 82.03986205794857, 1.933265608, 0.073710708, 35, 21.95037131535924, 92.66666666666667, 'Low Risk'),
(137545, 96, 17, '29:46.1', 36.67938713384834, 95.63309603358525, 124, 87, 76, 'Female', 62.27375736384343, 1.8513405040052258, 0.11443517061122598, 37, 18.169060228576946, 99.33333333333333, 'High Risk'),
(137546, 60, 16, '28:46.1', 36.688028960165276, 97.54730015416172, 133, 74, 41, 'Female', 66.78448753679808, 1.8207787807675135, 0.12161697238929758, 59, 20.144719790182343, 93.66666666666666, 'Low Risk'),
(137547, 63, 15, '27:46.1', 36.424873395220835, 98.26988066484752, 114, 75, 29, 'Female', 70.29578905734547, 1.6718838865510015, 0.11078930092522621, 39, 25.148789510567557, 88, 'Low Risk'),
(137548, 98, 19, '26:46.1', 36.10734850079698, 95.12419498966837, 125, 76, 88, 'Male', 87.03915851047813, 1.797373949425729, 0.097753154, 49, 26.94249419125255, 92.33333333333333, 'High Risk'),
(137549, 77, 19, '25:46.1', 36.32236177, 96.92026369914286, 123, 77, 64, 'Female', 66.17547981, 1.5022556191767409, 0.1205991044093926, 46, 29.323069149201974, 92.33333333333333, 'Low Risk'),
(137550, 82, 17, '24:46.1', 37.17664209447732, 96.70913284058751, 139, 76, 48, 'Male', 55.258768891254874, 1.7244370831676465, 0.13376458547603992, 63, 18.582600826961475, 97, 'Low Risk'),
(137551, 76, 17, '23:46.1', 36.42183340268983, 98.80374103108927, 124, 87, 55, 'Male', 94.28615557096919, 1.7933190152179148, 0.10620665326911914, 37, 29.317897433958112, 99.33333333333333, 'Low Risk'),
(137552, 65, 12, '22:46.1', 37.159744979311085, 99.25960164085706, 133, 83, 20, 'Male', 71.68140874250884, 1.7704659152994948, 0.1395089317970955, 50, 22.868168913458568, 99.66666666666666, 'Low Risk'),
(137553, 91, 17, '21:46.1', 37.28046576540104, 99.39890754049638, 127, 73, 58, 'Male', 98.34010121, 1.7151227560581914, 0.09126228, 54, 33.43029682344832, 91, 'High Risk'),
(137554, 81, 13, '20:46.1', 37.04785562856747, 96.91615424542074, 116, 84, 25, 'Female', 97.19502327, 1.6621404037231957, 0.082527793, 32, 35.18103524570308, 94.66666666666667, 'High Risk'),
(137555, 60, 17, '19:46.1', 36.137144462726695, 95.32809222808878, 136, 73, 20, 'Female', 84.40475324251838, 1.6780587567329541, 0.11167046309349826, 63, 29.974543496666715, 94, 'Low Risk'),
(137556, 80, 17, '18:46.1', 36.012256332466826, 96.32035966383502, 120, 87, 46, 'Female', 92.14032787919055, 1.7160902432288756, 0.1261083811449648, 33, 31.287402485720605, 98, 'High Risk'),
(137557, 61, 17, '17:46.1', 36.023785180487145, 97.99933712034976, 134, 77, 63, 'Male', 51.80828617422381, 1.7648512809787775, 0.09009798, 57, 16.63347527620941, 96, 'High Risk'),
(137558, 69, 16, '16:46.1', 37.22485306574034, 96.62235312162316, 119, 73, 57, 'Male', 91.26114873582827, 1.6114919464047976, 0.0813648, 46, 35.14225714278338, 88.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(137560, 91, 12, '14:46.1', 36.32172383072053, 99.58071637622933, 118, 76, 71, 'Male', 63.874937984332384, 1.8596932578993048, 0.075144452, 42, 18.469190392437547, 90, 'High Risk'),
(137561, 60, 16, '13:46.1', 36.486314018043444, 96.61100323067687, 120, 74, 37, 'Female', 52.470251793734825, 1.890493263470201, 0.075116623, 46, 14.681244789741609, 89.33333333333333, 'High Risk'),
(137562, 60, 18, '12:46.1', 36.81849133750871, 97.94287390261594, 137, 76, 82, 'Female', 64.31634401975904, 1.8750955027181126, 0.088876896, 61, 18.292563240462684, 96.33333333333333, 'High Risk'),
(137563, 76, 18, '11:46.1', 36.79449431284274, 96.58715459459339, 136, 72, 84, 'Male', 75.36244182, 1.679213784021451, 0.095101196, 64, 26.72655487, 93.33333333333333, 'Low Risk'),
(137564, 62, 16, '10:46.1', 36.11232052276973, 97.05101080665237, 136, 76, 32, 'Female', 78.15336187730449, 1.9470538143409306, 0.093403422, 60, 20.615399456396208, 96, 'Low Risk'),
(137565, 92, 15, '09:46.1', 36.61071046, 99.35319894649412, 137, 82, 46, 'Female', 84.71434078463476, 1.7238203671891448, 0.076928149, 55, 28.50840502972923, 100.33333333333333, 'High Risk'),
(137566, 91, 15, '08:46.1', 36.045680277889545, 99.95801860353994, 131, 77, 81, 'Female', 68.81593004086011, 1.848736046441374, 0.11672109991782846, 54, 20.134421936974014, 95, 'High Risk'),
(137567, 91, 12, '07:46.1', 36.64019694451376, 99.30619941191645, 130, 89, 84, 'Female', 89.15213189794032, 1.8333638639344652, 0.096100477, 41, 26.52371781660597, 102.66666666666667, 'High Risk'),
(137568, 82, 17, '06:46.1', 37.08942135218578, 97.25329102003394, 139, 77, 69, 'Female', 80.71893704172535, 1.8143601009395174, 0.085069563, 62, 24.520451374572215, 97.66666666666666, 'Low Risk'),
(137569, 81, 19, '05:46.1', 36.46476610000891, 98.57184480895201, 133, 75, 20, 'Male', 90.08472574, 1.6722885121105582, 0.056812915108638264, 58, 32.21282016, 94.33333333333333, 'High Risk'),
(137570, 73, 14, '04:46.1', 36.42202939646387, 96.31448373711365, 135, 86, 83, 'Female', 97.51529908596274, 1.5663447758248377, 0.060042942, 49, 39.74642126586794, 102.33333333333333, 'High Risk'),
(137571, 65, 13, '03:46.1', 36.29738344277123, 99.24667619, 128, 88, 54, 'Male', 89.64913959318059, 1.9591132285775288, 0.10774791008038498, 40, 23.35753732515972, 101.33333333333333, 'Low Risk'),
(137572, 74, 18, '02:46.1', 36.72537920463965, 98.37812184301451, 118, 83, 37, 'Male', 86.75330012998279, 1.8486741050502282, 0.12427287650504396, 35, 25.384305659121544, 94.66666666666667, 'Low Risk'),
(137573, 70, 18, '01:46.1', 36.791891709891615, 99.81473612, 122, 75, 74, 'Male', 68.87618588, 1.5630458091459891, 0.1424166925572262, 47, 28.191986367440492, 90.66666666666667, 'Low Risk'),
(137574, 68, 18, '00:46.1', 36.14031672226569, 98.83934537796603, 124, 84, 42, 'Male', 68.24943629860269, 1.7055371814473927, 0.1321974741729376, 40, 23.462629646267505, 97.33333333333333, 'Low Risk'),
(137575, 68, 18, '59:46.1', 37.43231611351685, 97.03599876925075, 114, 76, 84, 'Male', 99.51250005299337, 1.7757140314851247, 0.12851424801963385, 38, 31.559606839807895, 88.66666666666667, 'High Risk'),
(137576, 70, 12, '58:46.1', 37.44427121241946, 96.89953324955678, 133, 85, 57, 'Male', 83.94863023, 1.707222705170019, 0.086879065, 48, 28.80270379948864, 101, 'Low Risk'),
(137577, 63, 15, '57:46.1', 36.65899935273752, 98.12579563, 117, 72, 31, 'Female', 53.008001241587976, 1.777974044, 0.0799064, 45, 16.76836023359339, 87, 'High Risk'),
(137578, 88, 13, '56:46.1', 36.881417096539536, 97.94991098799285, 129, 72, 64, 'Male', 99.58434152038123, 1.7107159351309802, 0.10993253535663661, 57, 34.02790835072508, 91, 'High Risk'),
(137579, 65, 19, '55:46.1', 36.180963741532814, 99.68337093966012, 132, 87, 56, 'Female', 68.12355527897898, 1.8072688241593642, 0.07655728, 45, 20.85699760176349, 102, 'Low Risk'),
(137580, 97, 12, '54:46.1', 36.79822068065971, 96.05581824165284, 119, 85, 53, 'Female', 93.63223828958569, 1.9488037971907317, 0.13820907048572967, 34, 24.654101012775975, 96.33333333333333, 'High Risk'),
(137581, 96, 17, '53:46.1', 37.17118039180985, 99.45871462262623, 126, 79, 50, 'Male', 53.839819027621004, 1.9674898214569174, 0.11888439684596193, 47, 13.908445813759045, 94.66666666666667, 'High Risk'),
(137582, 64, 15, '52:46.1', 37.46277986, 99.84599849433586, 121, 72, 50, 'Male', 77.45398818306197, 1.9553602901887641, 0.050458862, 49, 20.257703135205844, 88.33333333333333, 'Low Risk'),
(137583, 70, 12, '51:46.1', 36.82016034858669, 95.22777947625507, 124, 80, 31, 'Female', 55.20978868512261, 1.8609341168886298, 0.085452194, 44, 15.942414222061212, 94.66666666666667, 'High Risk'),
(137584, 61, 16, '50:46.1', 36.115808235810604, 97.31825966790781, 136, 72, 18, 'Female', 65.54970925899862, 1.6367032372456516, 0.13273682196390593, 64, 24.469826323843417, 93.33333333333333, 'Low Risk'),
(137585, 60, 17, '49:46.1', 36.71655647344695, 98.38480373769977, 120, 78, 19, 'Male', 82.88885268137383, 1.899417083602711, 0.13998776340484642, 42, 22.97499622780454, 92, 'Low Risk'),
(137586, 61, 16, '48:46.1', 37.32439755305927, 98.88251150878142, 123, 87, 52, 'Male', 62.60940111656259, 1.7768994535783063, 0.081758645, 36, 19.829594896474678, 99, 'Low Risk'),
(137587, 93, 19, '47:46.1', 37.339446497185016, 95.81789237, 135, 89, 60, 'Female', 63.11992437946204, 1.6272521202152732, 0.120324343, 46, 23.837284384584237, 104.33333333333333, 'High Risk'),
(137588, 79, 17, '46:46.1', 37.45009115880115, 97.49497525750212, 131, 87, 30, 'Female', 88.89150547058158, 1.940392540508182, 0.096544767, 44, 23.609188991411198, 101.66666666666667, 'Low Risk'),
(137589, 70, 18, '45:46.1', 36.21605820382495, 96.06650580854613, 117, 81, 70, 'Female', 73.79881574543782, 1.9641269724369694, 0.063683673, 36, 19.129793123495155, 93, 'Low Risk'),
(137590, 84, 15, '44:46.1', 37.392746678507386, 99.10806502490908, 126, 86, 24, 'Male', 79.98708474, 1.7305475227372114, 0.11251894849464868, 40, 26.708703599505455, 99.33333333333333, 'Low Risk'),
(137591, 81, 15, '43:46.1', 37.052526882870154, 99.30929719845706, 136, 78, 45, 'Male', 68.35468769307683, 1.8600462362382604, 0.083236779, 58, 19.756991985143497, 97.33333333333333, 'Low Risk'),
(137592, 61, 12, '42:46.1', 37.05128790530435, 96.54613017, 124, 74, 38, 'Female', 83.33674122, 1.593154888340886, 0.1302475241287377, 50, 32.83375195651224, 90.66666666666666, 'High Risk'),
(137593, 63, 18, '41:46.1', 36.149328814003404, 98.66265822396616, 118, 74, 55, 'Female', 64.22982343295543, 1.9683444122630789, 0.12398199673991146, 44, 16.578091975275548, 88.66666666666667, 'High Risk'),
(137594, 97, 15, '40:46.1', 37.49255181313932, 95.46434195531648, 128, 86, 50, 'Female', 51.72099731099464, 1.9018144945180877, 0.12914746322340503, 42, 14.299820453263091, 100, 'High Risk'),
(137595, 82, 16, '39:46.1', 36.07531420070095, 95.82723895997215, 111, 88, 50, 'Male', 88.08106033067082, 1.7384636957161654, 0.077793175, 23, 29.14414255748921, 95.66666666666667, 'Low Risk'),
(137596, 80, 18, '38:46.1', 37.423848284466004, 99.71751842732307, 131, 78, 65, 'Male', 86.00668327210266, 1.687075931336922, 0.095611496, 53, 30.21780684452763, 95.66666666666666, 'High Risk'),
(137597, 82, 12, '37:46.1', 37.14526501414565, 96.13754618014431, 123, 79, 47, 'Male', 72.31434381, 1.8180867512813552, 0.10186078698713438, 44, 21.877376740037235, 93.66666666666667, 'Low Risk'),
(137598, 97, 15, '36:46.1', 36.79334622, 99.50821147, 117, 73, 32, 'Male', 56.13190110094553, 1.8782793255154537, 0.10695885007566151, 44, 15.910703952276322, 87.66666666666667, 'High Risk'),
(137599, 96, 16, '35:46.1', 36.24023128217188, 95.70244959649773, 125, 79, 89, 'Female', 77.36480299850916, 1.867580563, 0.10377130460940652, 46, 22.18118446479426, 94.33333333333333, 'High Risk'),
(137600, 93, 19, '34:46.1', 36.206019201944734, 95.43587251582835, 110, 82, 57, 'Male', 84.15777853, 1.5984940937019005, 0.12465943072863411, 28, 32.936101416786634, 91.33333333333333, 'High Risk'),
(137601, 86, 18, '33:46.1', 37.05632583389294, 98.72365984081725, 115, 73, 65, 'Male', 70.02941891253232, 1.618709802301149, 0.054019376708422884, 42, 26.726527105433302, 87, 'Low Risk'),
(137602, 74, 18, '32:46.1', 37.35065735474422, 98.08359707102863, 113, 84, 53, 'Male', 59.663152261415945, 1.8126770714977276, 0.14845429336760047, 29, 18.15788714208114, 93.66666666666667, 'High Risk'),
(137603, 88, 19, '31:46.1', 36.30429068990268, 96.45561004752852, 116, 83, 65, 'Female', 53.978043005084466, 1.6059173593580218, 0.09542573, 33, 20.93007331522386, 94, 'Low Risk'),
(137604, 88, 17, '30:46.1', 36.272335511411676, 99.89454339175096, 111, 74, 77, 'Female', 77.58900404572327, 1.8257350038752072, 0.066013508, 37, 23.27687599250337, 86.33333333333333, 'Low Risk'),
(137605, 71, 12, '29:46.1', 37.03199069688346, 95.05695588560847, 116, 73, 86, 'Male', 60.170278781258105, 1.5571896979404731, 0.082680192, 43, 24.814125819224987, 87.33333333333333, 'Low Risk'),
(137606, 60, 16, '28:46.1', 37.19028249909681, 99.98816961, 117, 88, 21, 'Female', 69.48599936105205, 1.964837554595082, 0.086877175, 29, 17.998818903329774, 97.66666666666667, 'High Risk'),
(137607, 80, 18, '27:46.1', 36.58799286105141, 98.12165205934222, 129, 89, 25, 'Female', 91.92774513, 1.971994053285623, 0.12527904229840942, 40, 23.63934318847105, 102.33333333333333, 'Low Risk'),
(137608, 72, 13, '26:46.1', 37.36147534403134, 99.52308303762477, 112, 76, 68, 'Male', 52.821965711552004, 1.7257027664704596, 0.10386670672543455, 36, 17.73709811249895, 88, 'High Risk'),
(137609, 85, 17, '25:46.1', 37.042171776865764, 98.40606399714213, 131, 75, 41, 'Male', 69.09752961335411, 1.7931775184040184, 0.071588134, 56, 21.488987338191038, 93.66666666666666, 'Low Risk'),
(137610, 91, 15, '24:46.1', 36.28714908702193, 98.49548596042447, 111, 83, 80, 'Male', 98.37054049899521, 1.9700190488456717, 0.11621494641626719, 28, 25.346862363273566, 92.33333333333333, 'High Risk'),
(137611, 96, 19, '23:46.1', 36.328060429684996, 97.57095933684238, 117, 81, 41, 'Female', 75.18080682183367, 1.8884786136815914, 0.1327530025888346, 36, 21.08059381, 93, 'High Risk'),
(137612, 69, 18, '22:46.1', 36.57911665645397, 99.38949496836052, 125, 79, 69, 'Female', 56.568623833565134, 1.6925022325466978, 0.11708490861524902, 46, 19.74772692856909, 94.33333333333333, 'Low Risk'),
(137613, 81, 14, '21:46.1', 36.07319448644779, 99.82038233052529, 137, 89, 79, 'Male', 90.49691898126372, 1.5878634004576084, 0.062588018, 48, 35.89281467726575, 105, 'High Risk'),
(137614, 97, 19, '20:46.1', 36.65893945680148, 99.92447093, 137, 75, 83, 'Female', 88.38842336362475, 1.5098518672485004, 0.052593433, 62, 38.77275905862875, 95.66666666666666, 'High Risk'),
(137615, 90, 18, '19:46.1', 37.25025693953306, 98.18077270495233, 116, 88, 20, 'Female', 82.75676862149777, 1.692052080258631, 0.1257061713593708, 28, 28.90520622, 97.33333333333333, 'Low Risk'),
(137616, 91, 12, '18:46.1', 36.98994925320768, 99.99436815227331, 120, 73, 88, 'Male', 69.76833462200747, 1.7476737961316675, 0.06816682, 47, 22.842183029768485, 88.66666666666667, 'High Risk'),
(137617, 80, 12, '17:46.1', 37.12607710915536, 99.69502859300167, 118, 87, 40, 'Female', 94.42619582738286, 1.6375574705487792, 0.098225773, 31, 35.212705316425804, 97.33333333333333, 'High Risk'),
(137618, 81, 14, '16:46.1', 36.03399081535769, 98.28604399099969, 116, 89, 34, 'Male', 84.33626673732957, 1.899812442, 0.067781442, 27, 23.366459744206587, 98, 'Low Risk'),
(137619, 94, 18, '15:46.1', 36.639787672469964, 96.12745913340974, 137, 70, 63, 'Female', 58.811935048095684, 1.6904780594599558, 0.099537504, 67, 20.580048408401456, 92.33333333333333, 'High Risk'),
(137620, 86, 12, '14:46.1', 36.10069924304831, 99.11901432133016, 121, 79, 32, 'Male', 50.847414673117626, 1.7922477002404928, 0.092307832, 42, 15.82970467711981, 93, 'High Risk'),
(137621, 71, 16, '13:46.1', 37.48806979529294, 99.06443306277326, 119, 77, 23, 'Male', 68.3360979, 1.7384922935935172, 0.13389306270146326, 42, 22.610212108260246, 91, 'Low Risk'),
(137622, 92, 19, '12:46.1', 37.34731545187666, 95.72243702963159, 120, 85, 29, 'Male', 52.91495526938613, 1.5322727390895412, 0.13836822997359707, 35, 22.53752820540861, 96.66666666666667, 'High Risk'),
(137623, 91, 18, '11:46.1', 37.30641830805798, 95.08519043, 115, 82, 19, 'Male', 99.97202005055959, 1.9261764761365798, 0.1485767329719397, 33, 26.945504441216713, 93, 'High Risk'),
(137624, 68, 12, '10:46.1', 37.11724792710685, 96.28333039012936, 134, 80, 64, 'Female', 76.15274844138138, 1.708359642710191, 0.058592157, 54, 26.09317791146832, 98, 'Low Risk'),
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(137802, 92, 18, '12:46.1', 36.785267178055335, 99.08850000755271, 135, 82, 31, 'Female', 78.79705360358534, 1.957804729610611, 0.084882255, 53, 20.557544162561523, 99.66666666666666, 'High Risk'),
(137803, 93, 18, '11:46.1', 36.29425160627129, 97.72675967904242, 114, 83, 27, 'Male', 67.61788337519458, 1.8438597997695112, 0.052786449, 31, 19.888671763630498, 93.33333333333333, 'High Risk'),
(137804, 88, 19, '10:46.1', 36.61104870447119, 96.33485663660952, 137, 81, 73, 'Female', 80.71543998816901, 1.5754907438026724, 0.14208424209941423, 56, 32.51808085, 99.66666666666666, 'High Risk'),
(137805, 98, 19, '09:46.1', 36.81048179583678, 95.04802449295777, 128, 87, 20, 'Female', 50.522756350280744, 1.9925133588285648, 0.10196339126073754, 41, 12.725784147707762, 100.66666666666667, 'High Risk'),
(137806, 66, 16, '08:46.1', 36.82582497046265, 98.33186849347139, 137, 84, 72, 'Male', 75.36643196726993, 1.5377133134002707, 0.10937514691691073, 53, 31.87331290203897, 101.66666666666666, 'High Risk'),
(137807, 73, 18, '07:46.1', 36.30171285778938, 98.88519574626928, 129, 75, 52, 'Male', 84.14314738822162, 1.6737173620437125, 0.065483604, 54, 30.036858618977885, 93, 'High Risk'),
(137808, 94, 17, '06:46.1', 36.715220923553645, 96.31101518, 135, 77, 47, 'Female', 61.21249204626176, 1.6986132387458608, 0.068805855, 58, 21.215391546352006, 96.33333333333333, 'High Risk'),
(137809, 64, 12, '05:46.1', 37.217912159134784, 98.03279195599919, 139, 79, 74, 'Female', 85.69962291125405, 1.860955788334118, 0.12608294677657922, 60, 24.746102073129297, 99, 'Low Risk'),
(137810, 93, 17, '04:46.1', 36.54055814604133, 97.98920299, 121, 72, 36, 'Male', 62.266910916494126, 1.505154297, 0.061787411, 49, 27.48497051444752, 88.33333333333333, 'High Risk'),
(137811, 92, 14, '03:46.1', 37.10573055292082, 97.00936723363397, 116, 89, 46, 'Female', 60.00791407124418, 1.9734559603772257, 0.14388627470490084, 27, 15.408261921204952, 98, 'High Risk'),
(137812, 79, 18, '02:46.1', 36.49692154151246, 99.79058920129437, 129, 87, 27, 'Male', 98.44260049924958, 1.8597392828770318, 0.12891859471478895, 42, 28.46288698091935, 101, 'Low Risk'),
(137813, 60, 16, '01:46.1', 36.18602206623402, 95.58803089671333, 137, 88, 45, 'Female', 92.98123470692872, 1.6035664885554266, 0.072486345, 49, 36.159412479092495, 104.33333333333333, 'High Risk'),
(137814, 96, 14, '00:46.1', 37.29829616006775, 97.24252091341846, 134, 87, 49, 'Male', 92.89608579421696, 1.6350715323271858, 0.053332295, 47, 34.74752697498951, 102.66666666666667, 'High Risk'),
(137815, 96, 12, '59:46.1', 36.28139251290298, 96.06712537441979, 127, 70, 24, 'Female', 58.18897007969119, 1.729518906853126, 0.086941425, 57, 19.453154784372984, 89, 'High Risk'),
(137816, 62, 13, '58:46.1', 37.33674104758115, 95.4457822, 110, 89, 55, 'Female', 89.25357467792662, 1.8517082892018184, 0.140105436, 21, 26.030378168919285, 96, 'Low Risk'),
(137817, 87, 17, '57:46.1', 36.98453362, 96.02857147120318, 127, 70, 35, 'Male', 74.75421934456612, 1.9579715488419787, 0.052049221026851035, 57, 19.499476717348628, 89, 'Low Risk'),
(137818, 81, 14, '56:46.1', 36.91245580927644, 98.14874412100566, 121, 70, 45, 'Female', 98.62247661269433, 1.7688827352526844, 0.069524157, 51, 31.51939102857306, 87, 'High Risk'),
(137819, 85, 16, '55:46.1', 36.70883575306953, 99.56755426848176, 116, 85, 74, 'Female', 94.20347919148915, 1.8270777750060083, 0.10568195038877512, 31, 28.219731234242346, 95.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(137820, 77, 16, '54:46.1', 37.29904786030536, 95.80568378537471, 112, 88, 24, 'Female', 98.64662583440872, 1.5814527204538558, 0.14862367182015093, 24, 39.4429882, 96, 'High Risk'),
(137821, 89, 14, '53:46.1', 36.07747542318027, 96.40622927441584, 139, 82, 30, 'Female', 51.04515795512564, 1.6939736380018755, 0.12287557036871766, 57, 17.788579011382545, 101, 'High Risk'),
(137822, 93, 18, '52:46.1', 36.71459328445605, 95.24980773925799, 130, 88, 64, 'Male', 85.60564433313047, 1.9616880417689933, 0.054892967449447466, 42, 22.245517389566416, 102, 'High Risk'),
(137823, 88, 18, '51:46.1', 36.02277448628758, 97.83354192559864, 118, 80, 88, 'Male', 97.86155002534048, 1.5943208201519257, 0.071013417, 38, 38.499993405967125, 92.66666666666667, 'High Risk'),
(137824, 86, 17, '50:46.1', 36.12761764985904, 98.05031914321971, 113, 79, 46, 'Male', 63.64419116846835, 1.5991799056891476, 0.12139453397272747, 34, 24.886517251098173, 90.33333333333333, 'Low Risk'),
(137825, 88, 18, '49:46.1', 37.18846028946163, 97.56899248689047, 138, 85, 25, 'Female', 53.93465164102382, 1.5067107460856815, 0.063338493, 53, 23.75790309305489, 102.66666666666666, 'Low Risk'),
(137826, 67, 19, '48:46.1', 37.139015567839095, 98.01137243570031, 115, 80, 36, 'Female', 90.66571799674786, 1.5569099512375761, 0.06967693, 35, 37.40383359, 91.66666666666667, 'High Risk'),
(137827, 82, 15, '47:46.1', 37.41248775006477, 95.79694556493504, 138, 76, 67, 'Female', 95.35013798399864, 1.628224416, 0.094190391, 62, 35.96605467267144, 96.66666666666666, 'High Risk'),
(137828, 72, 18, '46:46.1', 36.26183192389114, 96.45767042830089, 119, 83, 69, 'Female', 77.76443815336857, 1.615139513790803, 0.13966502318557814, 36, 29.809929871093157, 95, 'Low Risk'),
(137829, 66, 16, '45:46.1', 37.46739681079854, 95.30332918531104, 129, 86, 48, 'Female', 85.43760015467299, 1.8469961459587916, 0.092190198, 43, 25.044770859314028, 100.33333333333333, 'Low Risk'),
(137830, 65, 16, '44:46.1', 36.32558586501952, 95.27760612000672, 120, 86, 21, 'Male', 74.59490412304167, 1.6055135960616531, 0.10133282470386565, 34, 28.938844404039024, 97.33333333333333, 'Low Risk'),
(137831, 94, 17, '43:46.1', 37.39965058159268, 96.99266428227406, 132, 88, 85, 'Female', 91.23278163829785, 1.6075279082267389, 0.10800188146681536, 44, 35.304809594822444, 102.66666666666667, 'High Risk'),
(137832, 90, 18, '42:46.1', 37.32239239675787, 98.19232306057462, 133, 88, 27, 'Male', 70.97161398792949, 1.7213940909294783, 0.12939795676991644, 45, 23.951022907767264, 103, 'Low Risk'),
(137833, 78, 13, '41:46.1', 37.11686385311226, 95.81404525, 115, 79, 68, 'Female', 67.50573309176033, 1.7349165119174366, 0.12203992918590006, 36, 22.427635908724067, 91, 'Low Risk'),
(137834, 73, 12, '40:46.1', 37.42321904342423, 98.40585981561392, 135, 70, 53, 'Male', 74.68309678, 1.8110902263021869, 0.099958623, 65, 22.768904953440583, 91.66666666666666, 'Low Risk'),
(137835, 95, 14, '39:46.1', 36.080347626400126, 97.24542120423406, 122, 85, 51, 'Male', 84.62085171228853, 1.7825250868397282, 0.067934482, 37, 26.632141569933676, 97.33333333333333, 'High Risk'),
(137836, 99, 18, '38:46.1', 36.72172762, 98.75827962663318, 127, 80, 84, 'Male', 66.1033554, 1.7087176050243118, 0.055242732, 47, 22.64033854972928, 95.66666666666667, 'High Risk'),
(137837, 68, 15, '37:46.1', 36.30927777154424, 97.74125280326646, 124, 75, 23, 'Male', 74.54222498777276, 1.7810038195132076, 0.061557696, 49, 23.500259071253762, 91.33333333333333, 'Low Risk'),
(137838, 60, 14, '36:46.1', 36.61281558567159, 99.29137588014741, 118, 85, 65, 'Female', 52.263147639320344, 1.9814691918043064, 0.1433355061493316, 33, 13.311313562461143, 96, 'High Risk'),
(137839, 60, 14, '35:46.1', 37.313168010773566, 95.69072643598314, 138, 83, 61, 'Female', 58.95048622, 1.553883387883424, 0.082657789, 55, 24.414652310671375, 101.33333333333333, 'Low Risk'),
(137840, 89, 19, '34:46.1', 36.50848945267468, 97.83464320528556, 138, 78, 84, 'Male', 57.72494724291879, 1.6985355505646806, 0.060050659, 60, 20.00848759685355, 98, 'Low Risk'),
(137841, 78, 15, '33:46.1', 36.284662357478034, 99.49361147476046, 125, 79, 31, 'Female', 53.421055328701094, 1.8774034497743162, 0.11185927693927891, 46, 15.156441239227865, 94.33333333333333, 'High Risk'),
(137842, 74, 16, '32:46.1', 36.336155080123774, 96.94905063, 117, 80, 77, 'Male', 89.47308258, 1.6687130607373946, 0.065836421, 37, 32.131357184047204, 92.33333333333333, 'High Risk'),
(137843, 60, 16, '31:46.1', 37.25782441481075, 97.74788791341271, 120, 86, 85, 'Male', 60.37251636338604, 1.817975438098918, 0.095344026, 34, 18.266832866098213, 97.33333333333333, 'High Risk'),
(137844, 92, 14, '30:46.1', 36.712076980216914, 97.20933810536951, 132, 80, 63, 'Male', 50.84451024956853, 1.8815473454641636, 0.10127800921592277, 52, 14.36196177493832, 97.33333333333333, 'High Risk'),
(137845, 83, 15, '29:46.1', 37.36425049231674, 95.59760037485988, 132, 89, 31, 'Male', 85.53020060233649, 1.8777734799300876, 0.10486393776523181, 43, 24.256776591122325, 103.33333333333333, 'Low Risk'),
(137846, 89, 15, '28:46.1', 37.10259405223124, 98.69775407663705, 134, 73, 89, 'Male', 50.65925479532295, 1.642886832693629, 0.067388768, 61, 18.76910220534203, 93.33333333333333, 'Low Risk'),
(137847, 92, 18, '27:46.1', 36.030817064721866, 98.77792119082605, 114, 85, 27, 'Male', 86.75525317035614, 1.5503053776634128, 0.050677529, 29, 36.09618256138728, 94.66666666666667, 'High Risk'),
(137848, 94, 13, '26:46.1', 37.12858256564355, 97.85954685994056, 111, 89, 51, 'Male', 60.03658900950752, 1.6478320587955013, 0.070906569, 22, 22.110069820561186, 96.33333333333333, 'High Risk'),
(137849, 79, 13, '25:46.1', 36.40857035909258, 99.01004131633898, 134, 86, 55, 'Female', 86.05767100638136, 1.9990154729625123, 0.094111195, 48, 21.53561492817823, 102, 'Low Risk'),
(137850, 64, 15, '24:46.1', 36.13676308284284, 96.02374220510988, 129, 78, 50, 'Female', 67.98454810197592, 1.8079770881318007, 0.09309454, 51, 20.798133908970822, 95, 'Low Risk'),
(137851, 80, 15, '23:46.1', 37.217971277842224, 98.76311097876004, 124, 79, 72, 'Female', 91.34695636547383, 1.7551197982396771, 0.073291952, 45, 29.65381344432948, 94, 'Low Risk'),
(137852, 92, 16, '22:46.1', 36.18711656327575, 95.78669733774532, 118, 84, 39, 'Male', 69.40264719952708, 1.732928206982027, 0.095936166, 34, 23.110795479876984, 95.33333333333333, 'High Risk'),
(137853, 70, 13, '21:46.1', 37.232106736475146, 97.34622339648958, 115, 74, 42, 'Male', 95.38486573996121, 1.7483013101977642, 0.077181735, 41, 31.206632506500643, 87.66666666666667, 'High Risk'),
(137854, 77, 17, '20:46.1', 37.30138619055503, 97.24120452998673, 138, 78, 69, 'Female', 66.26010448993719, 1.853466403329272, 0.1103662912790757, 60, 19.28779937134576, 98, 'Low Risk'),
(137855, 94, 15, '19:46.1', 36.925803399120376, 99.91927254405483, 127, 84, 57, 'Female', 68.10676412194223, 1.6974303315533552, 0.11625374150777962, 43, 23.637760603086313, 98.33333333333333, 'High Risk'),
(137856, 93, 19, '18:46.1', 36.47920422816733, 96.02245220366378, 111, 86, 83, 'Male', 65.43381666933566, 1.9698938863909214, 0.1487042789643956, 25, 16.862291322813682, 94.33333333333333, 'High Risk'),
(137857, 83, 18, '17:46.1', 37.334649727588044, 97.41147437640825, 112, 80, 20, 'Female', 72.79815147389506, 1.569146662534461, 0.089923912, 32, 29.56604794023757, 90.66666666666667, 'Low Risk'),
(137858, 83, 19, '16:46.1', 37.13302038261387, 96.21318475115692, 136, 76, 44, 'Female', 85.83070221095358, 1.681516916, 0.076579421, 60, 30.35569528, 96, 'High Risk'),
(137859, 94, 13, '15:46.1', 37.065538995160715, 98.75882691707768, 123, 89, 89, 'Male', 61.94584572175615, 1.899602987, 0.10394402831255292, 34, 17.16668740934002, 100.33333333333333, 'High Risk'),
(137860, 70, 15, '14:46.1', 36.64130067996757, 99.10468462040629, 136, 76, 61, 'Male', 64.22786076069647, 1.9127079440054315, 0.12213705780828249, 60, 17.556022709905807, 96, 'High Risk'),
(137861, 87, 13, '13:46.1', 36.454583272456006, 95.15602759956182, 126, 85, 83, 'Male', 82.70031978987996, 1.8968109747057076, 0.12115693487085831, 41, 22.985771304839446, 98.66666666666667, 'Low Risk'),
(137862, 90, 13, '12:46.1', 37.398462286104966, 95.98861683039922, 111, 77, 33, 'Male', 60.70419580714881, 1.6327646423960562, 0.059812286523089224, 34, 22.770445929452272, 88.33333333333333, 'Low Risk'),
(137863, 69, 16, '11:46.1', 36.74998046034208, 97.75294010442276, 117, 78, 34, 'Male', 95.39100372543894, 1.5215070669336235, 0.1285155597315193, 39, 41.20590631816657, 91, 'High Risk'),
(137864, 75, 15, '10:46.1', 37.217842253737906, 98.60444000189831, 116, 83, 72, 'Male', 54.42159548182656, 1.7200511925637256, 0.058163533, 33, 18.394522753401574, 94, 'High Risk'),
(137865, 74, 14, '09:46.1', 37.00588881, 98.01435172905336, 134, 78, 50, 'Male', 74.50336111646354, 1.5742506959396085, 0.08444644, 56, 30.06270656712125, 96.66666666666666, 'High Risk'),
(137866, 74, 12, '08:46.1', 36.74707553369528, 99.78494123330893, 123, 77, 86, 'Female', 76.65446298963705, 1.5281944185450942, 0.072309729, 46, 32.82314771006504, 92.33333333333333, 'High Risk'),
(137867, 60, 19, '07:46.1', 37.054404931388994, 99.87380616, 139, 71, 77, 'Female', 97.64364008586026, 1.8486830104702434, 0.079872102, 68, 28.570580279068345, 93.66666666666666, 'Low Risk'),
(137868, 87, 18, '06:46.1', 36.215347468348725, 96.31908840867773, 117, 72, 62, 'Female', 71.72286884, 1.6465535866886056, 0.087649995, 45, 26.454887193058386, 87, 'Low Risk'),
(137869, 98, 12, '05:46.1', 37.079045031619245, 96.47238469235752, 119, 86, 36, 'Male', 60.62672937062351, 1.5488992091881086, 0.085766164, 33, 25.270732111209707, 97, 'High Risk'),
(137870, 77, 18, '04:46.1', 36.32318397118398, 98.31801569341377, 117, 88, 34, 'Male', 85.44423160613951, 1.591784679740304, 0.080157746, 29, 33.722060839402445, 97.66666666666667, 'High Risk'),
(137871, 67, 19, '03:46.1', 36.09876647409028, 98.31666625314138, 110, 74, 41, 'Male', 63.04565465708723, 1.730034188921532, 0.077036784, 36, 21.064239655946587, 86, 'Low Risk'),
(137872, 72, 12, '02:46.1', 36.303539199063295, 97.88540247902777, 126, 73, 64, 'Female', 64.45559841057516, 1.7022915277704813, 0.057149710814294236, 53, 22.242969657251933, 90.66666666666666, 'Low Risk'),
(137873, 78, 12, '01:46.1', 36.99284872967325, 99.54973165668538, 128, 89, 71, 'Male', 55.93460790581348, 1.7741583145941278, 0.086722724, 39, 17.77034487076712, 102, 'High Risk'),
(137874, 95, 15, '00:46.1', 36.816652311704594, 96.84307133083297, 123, 89, 53, 'Male', 78.81164443334018, 1.640562804091834, 0.10728721651903139, 34, 29.28226508, 100.33333333333333, 'High Risk'),
(137875, 69, 12, '59:46.1', 37.300080210764804, 98.63114665643451, 138, 89, 32, 'Male', 76.86710702128477, 1.8778286067706478, 0.082027064, 49, 21.798601625532097, 105.33333333333333, 'Low Risk'),
(137876, 95, 18, '58:46.1', 36.05661545775404, 95.85543129788185, 124, 88, 70, 'Male', 89.56656237336404, 1.727890164164546, 0.14815684561748255, 36, 29.99947407328204, 100, 'High Risk'),
(137877, 75, 18, '57:46.1', 36.28342904818645, 95.42659821979551, 132, 78, 37, 'Female', 68.35611931432447, 1.881105708967489, 0.098210056, 54, 19.317503349639093, 96, 'Low Risk'),
(137878, 70, 17, '56:46.1', 36.26189466799288, 97.02872733200257, 122, 73, 42, 'Male', 64.86950223, 1.8215336164776688, 0.10946636525734105, 49, 19.55087433735169, 89.33333333333333, 'Low Risk'),
(137879, 86, 13, '55:46.1', 36.50458220875731, 96.92876175851843, 118, 72, 67, 'Male', 55.05768954092499, 1.7227085678148029, 0.077944876, 46, 18.552154621077516, 87.33333333333333, 'Low Risk'),
(137880, 72, 13, '54:46.1', 36.660519908548366, 97.5825132, 115, 80, 36, 'Female', 77.95488904375772, 1.506811324818136, 0.098985179, 35, 34.33409516410796, 91.66666666666667, 'High Risk'),
(137881, 64, 12, '53:46.1', 36.81365265768423, 95.48691469477538, 121, 84, 55, 'Male', 65.50165626, 1.7642151135590598, 0.078902535, 37, 21.045013326172956, 96.33333333333333, 'Low Risk'),
(137882, 97, 17, '52:46.1', 36.202138871970014, 98.45985240861819, 126, 80, 87, 'Female', 52.67321354, 1.9204235512053034, 0.13990256600646944, 46, 14.28222163836119, 95.33333333333333, 'High Risk'),
(137883, 79, 19, '51:46.1', 36.81584683, 97.76301455, 110, 77, 19, 'Male', 88.21923540260775, 1.563682368395852, 0.13623004776146969, 33, 36.079973590602556, 88, 'High Risk'),
(137884, 99, 14, '50:46.1', 37.28721972191213, 97.40211131029551, 132, 80, 76, 'Male', 90.31466042569565, 1.664762295141682, 0.089885827, 52, 32.587706126695544, 97.33333333333333, 'High Risk'),
(137885, 86, 19, '49:46.1', 37.21882565700518, 95.31531931979185, 133, 74, 27, 'Female', 76.60711163061384, 1.5911364587151615, 0.10731962679558302, 59, 30.25897648961478, 93.66666666666666, 'High Risk'),
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(138062, 76, 17, '52:46.1', 36.59485292907349, 99.66885507, 128, 84, 25, 'Male', 91.58362190040157, 1.7121630688856864, 0.10671085331629537, 44, 31.241189738894604, 98.66666666666667, 'High Risk'),
(138063, 86, 13, '51:46.1', 36.26010428495861, 95.78231698620957, 138, 80, 58, 'Female', 63.431627806292255, 1.6203194719629432, 0.089193185, 58, 24.16042415305695, 99.33333333333333, 'Low Risk'),
(138064, 80, 19, '50:46.1', 36.41937935, 99.01719969603484, 111, 82, 34, 'Male', 65.45739012051382, 1.9432907450033814, 0.077723359, 29, 17.33337451, 91.66666666666667, 'High Risk'),
(138065, 77, 17, '49:46.1', 36.14258826528644, 96.15139594148057, 138, 72, 34, 'Male', 62.84722789821119, 1.535964275043564, 0.078773217, 66, 26.639366767272723, 94, 'Low Risk'),
(138066, 78, 13, '48:46.1', 37.38289192946575, 98.85834309464022, 112, 77, 85, 'Male', 74.05158019, 1.6324354479644154, 0.11100693408395577, 35, 27.788320344900168, 88.66666666666667, 'Low Risk'),
(138067, 80, 16, '47:46.1', 36.53162027496694, 95.77921761774434, 138, 74, 56, 'Male', 92.93135321141062, 1.8341651730324402, 0.099849629, 64, 27.623924315177803, 95.33333333333333, 'Low Risk'),
(138068, 98, 12, '46:46.1', 36.91187646165388, 96.15953927, 137, 86, 50, 'Female', 55.86106462692889, 1.7545543324037127, 0.14394439495582478, 51, 18.145776848985978, 103, 'High Risk'),
(138069, 81, 13, '45:46.1', 37.0914419, 98.70268115115744, 114, 88, 45, 'Male', 79.35804772, 1.6510515203789675, 0.090217165, 26, 29.11184460005641, 96.66666666666667, 'Low Risk'),
(138070, 96, 14, '44:46.1', 36.310217739952705, 97.55212845413256, 111, 70, 62, 'Female', 87.93603274, 1.528918127405289, 0.12799353324200224, 41, 37.61823444368512, 83.66666666666667, 'High Risk'),
(138071, 64, 15, '43:46.1', 36.45746589554064, 99.53823512300396, 131, 85, 46, 'Male', 88.7184672, 1.6417455123969353, 0.064491807, 46, 32.91564381863161, 100.33333333333333, 'High Risk'),
(138072, 92, 19, '42:46.1', 36.91979729170069, 96.64131345615124, 114, 89, 27, 'Male', 52.11935696793673, 1.8049048314728753, 0.11914398949992917, 25, 15.998911421235311, 97.33333333333333, 'High Risk'),
(138073, 91, 19, '41:46.1', 36.622223082044215, 95.37322516630672, 129, 72, 78, 'Female', 87.28643551245244, 1.520435109771182, 0.098469096, 57, 37.75817363018468, 91, 'High Risk'),
(138074, 91, 12, '40:46.1', 37.38023965420094, 96.17493363034015, 120, 77, 53, 'Female', 95.62099253696891, 1.8726533608895024, 0.11469646098316921, 43, 27.267069091650576, 91.33333333333333, 'High Risk'),
(138075, 79, 17, '39:46.1', 36.949017676220315, 95.76934361529572, 133, 71, 51, 'Male', 63.45235174726545, 1.789685482847827, 0.073761634, 62, 19.81044779667623, 91.66666666666666, 'Low Risk'),
(138076, 69, 12, '38:46.1', 36.41845456027031, 96.46078900611074, 130, 72, 19, 'Male', 76.99046139732954, 1.7252471111918577, 0.12790314276113446, 58, 25.86629966072837, 91.33333333333333, 'Low Risk'),
(138077, 93, 16, '37:46.1', 36.46700590089649, 96.55671610661949, 136, 89, 80, 'Male', 53.11010668700934, 1.8295269039489517, 0.088279124, 47, 15.867173593495425, 104.66666666666667, 'High Risk'),
(138078, 71, 13, '36:46.1', 36.97283066492535, 95.01690689577916, 124, 85, 79, 'Male', 53.421374952427286, 1.9282523982066984, 0.091284701, 39, 14.367701654702552, 98, 'High Risk'),
(138079, 99, 19, '35:46.1', 36.63823761342954, 97.69852433692515, 135, 77, 53, 'Male', 98.44108489, 1.748389997582286, 0.093118404, 58, 32.203254539553726, 96.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(138081, 77, 13, '33:46.1', 37.03253286631796, 98.08950312087985, 112, 74, 52, 'Female', 79.16506188880231, 1.627069604, 0.060055249, 38, 29.90344968809925, 86.66666666666667, 'Low Risk'),
(138082, 70, 13, '32:46.1', 37.02534446, 99.77730277109855, 126, 86, 73, 'Male', 90.58045903398849, 1.6032809242173989, 0.12061841079654928, 40, 35.23832579, 99.33333333333333, 'High Risk'),
(138083, 79, 12, '31:46.1', 37.34977575735042, 98.81251580724187, 114, 80, 26, 'Female', 59.63539234487756, 1.8624121603631818, 0.1372463403864227, 34, 17.19303248, 91.33333333333333, 'High Risk'),
(138084, 69, 18, '30:46.1', 36.08913668843539, 96.39868110496442, 116, 78, 65, 'Female', 67.44901359359369, 1.7600172097023494, 0.14735291926285304, 38, 21.774178250148232, 90.66666666666667, 'Low Risk'),
(138085, 82, 15, '29:46.1', 36.89599042309848, 96.93950936857892, 136, 77, 48, 'Male', 59.28970284758694, 1.7475950449910937, 0.090365551, 59, 19.413223941474346, 96.66666666666666, 'Low Risk'),
(138086, 73, 12, '28:46.1', 36.361206793843294, 97.84939674266042, 138, 82, 62, 'Male', 73.10509244805488, 1.5422747873654765, 0.074785087, 56, 30.734355669792883, 100.66666666666666, 'High Risk'),
(138087, 71, 12, '27:46.1', 37.324812584113715, 99.80909179830441, 127, 82, 18, 'Male', 78.65588858891155, 1.7530778963294598, 0.11605115779867237, 45, 25.59344887917986, 97, 'Low Risk'),
(138088, 62, 16, '26:46.1', 36.30660943659712, 96.02344262734069, 138, 87, 30, 'Male', 68.51755951, 1.7821100204474185, 0.10911149308511135, 51, 21.574108639769044, 104, 'Low Risk'),
(138089, 96, 15, '25:46.1', 36.94794728888203, 95.57044775716187, 120, 78, 52, 'Male', 94.51288874629142, 1.6830219392511034, 0.14547560681385724, 42, 33.36656371561407, 92, 'High Risk'),
(138090, 61, 17, '24:46.1', 36.42356581894283, 95.07784740793062, 129, 79, 84, 'Female', 65.00064142594786, 1.607134717837701, 0.06413408, 50, 25.16593533647837, 95.66666666666666, 'Low Risk'),
(138091, 89, 17, '23:46.1', 37.228785906047385, 98.18662629678117, 139, 83, 29, 'Female', 81.45811626274181, 1.7758989617665293, 0.08364951, 56, 25.828420958240226, 101.66666666666666, 'Low Risk'),
(138092, 61, 12, '22:46.1', 36.14020214609729, 99.30284342236493, 127, 87, 84, 'Female', 91.44194998988974, 1.9877519076360262, 0.074955956, 40, 23.143078098964843, 100.33333333333333, 'Low Risk'),
(138093, 79, 17, '21:46.1', 36.16900506174169, 96.15228968283834, 116, 88, 21, 'Male', 57.41406762217665, 1.624238733602559, 0.074678512, 28, 21.76299140190202, 97.33333333333333, 'Low Risk'),
(138094, 72, 15, '20:46.1', 36.63046751048582, 98.39419662871146, 127, 79, 61, 'Female', 79.10797670899694, 1.9843757290137884, 0.079968707, 48, 20.089654319583676, 95, 'Low Risk'),
(138095, 97, 14, '19:46.1', 36.77522996894627, 98.36260739629513, 131, 87, 41, 'Female', 94.53879371424716, 1.798663611392279, 0.13307933002526856, 44, 29.222015003161623, 101.66666666666667, 'High Risk'),
(138096, 77, 16, '18:46.1', 37.03781894941007, 95.96517102122876, 116, 77, 59, 'Female', 95.25816612870881, 1.829937905544298, 0.071857934, 39, 28.44654392277103, 90, 'Low Risk'),
(138097, 78, 14, '17:46.1', 37.45192701670268, 99.85885459609212, 117, 82, 63, 'Female', 53.712768572607075, 1.8926310632117043, 0.086918788, 35, 14.994970327850178, 93.66666666666667, 'High Risk'),
(138098, 72, 17, '16:46.1', 36.52418557312603, 95.32037743238325, 124, 74, 74, 'Female', 68.31312814685035, 1.740935752233169, 0.12106582750674444, 50, 22.53920971321428, 90.66666666666666, 'Low Risk'),
(138099, 74, 12, '15:46.1', 36.01575767, 97.50836480438709, 119, 87, 53, 'Male', 65.2146219, 1.999134538162656, 0.10650703182616689, 32, 16.31777483, 97.66666666666667, 'High Risk'),
(138100, 83, 18, '14:46.1', 36.34900203448712, 95.89517700236118, 138, 74, 51, 'Male', 86.42551558598323, 1.7611899815115666, 0.1343145327704387, 64, 27.86310852098392, 95.33333333333333, 'Low Risk'),
(138101, 85, 17, '13:46.1', 37.11910402912696, 96.15309721248337, 121, 84, 38, 'Male', 88.60273282215779, 1.7059448484480766, 0.08364308, 37, 30.445081697927417, 96.33333333333333, 'High Risk'),
(138102, 62, 14, '12:46.1', 37.484513061969345, 95.30938477665322, 111, 71, 56, 'Male', 53.59999813188118, 1.7553811855204413, 0.088871808, 40, 17.39489838739778, 84.33333333333333, 'High Risk'),
(138103, 92, 17, '11:46.1', 37.16136536427669, 96.91670432601194, 118, 75, 72, 'Female', 76.13862456677236, 1.9951544701473691, 0.10859588579221491, 43, 19.127225410623964, 89.33333333333333, 'High Risk'),
(138104, 69, 18, '10:46.1', 37.20815583259142, 98.28298053, 117, 74, 41, 'Female', 51.42223275103688, 1.9126436563178064, 0.14221610333652507, 43, 14.056681384297573, 88.33333333333333, 'High Risk'),
(138105, 64, 17, '09:46.1', 37.33055443217421, 97.85540451120329, 122, 80, 25, 'Female', 79.56932405553215, 1.9085791931795852, 0.083932975, 42, 21.84365450583727, 94, 'Low Risk'),
(138106, 62, 15, '08:46.1', 36.85317805883941, 98.07630059960889, 119, 79, 73, 'Female', 91.14235003417147, 1.7951470544527957, 0.089759071, 40, 28.28265401066345, 92.33333333333333, 'Low Risk'),
(138107, 68, 17, '07:46.1', 37.17928876, 95.16900221380712, 130, 72, 89, 'Male', 72.94435956376945, 1.6503996559739966, 0.056786685, 58, 26.78017845873252, 91.33333333333333, 'Low Risk'),
(138108, 60, 14, '06:46.1', 36.154717444104655, 96.52518235965576, 111, 75, 71, 'Female', 60.35073760693439, 1.9670627009963586, 0.090631853, 36, 15.59718327884859, 87, 'High Risk'),
(138109, 97, 12, '05:46.1', 37.26629954116004, 95.07310715807233, 125, 74, 31, 'Male', 93.22511180536941, 1.6153496034557102, 0.053787861631019965, 51, 35.72727181081289, 91, 'High Risk'),
(138110, 75, 19, '04:46.1', 37.48578401127438, 97.91080765314965, 121, 81, 20, 'Female', 99.57079457044398, 1.6426535128100248, 0.063760873, 40, 36.90116176, 94.33333333333333, 'High Risk'),
(138111, 67, 16, '03:46.1', 37.10230630428625, 98.39163220587918, 126, 71, 43, 'Male', 83.22876165427948, 1.5455426061733277, 0.082327121, 55, 34.84267333623989, 89.33333333333333, 'High Risk'),
(138112, 70, 15, '02:46.1', 36.253910431184146, 95.29004557739393, 113, 76, 55, 'Male', 83.50803922553334, 1.6632329473889957, 0.11210354586953114, 37, 30.187151033124557, 88.33333333333333, 'High Risk'),
(138113, 68, 15, '01:46.1', 36.26858054556255, 98.56267352173737, 125, 75, 75, 'Male', 63.04167770590425, 1.6821174886043915, 0.067248787, 50, 22.27999608303092, 91.66666666666666, 'Low Risk'),
(138114, 83, 14, '00:46.1', 36.38906976654778, 99.92490962167516, 136, 72, 60, 'Female', 90.02153181839925, 1.7884941563380594, 0.073178605, 64, 28.143062016408912, 93.33333333333333, 'Low Risk'),
(138115, 70, 16, '59:46.1', 37.44788655673379, 97.01042737007027, 128, 72, 28, 'Female', 61.584718658379124, 1.7116817540743594, 0.10139273254020019, 56, 21.01971964408523, 90.66666666666666, 'Low Risk'),
(138116, 60, 12, '58:46.1', 37.43257293746134, 99.05743118715412, 139, 82, 30, 'Female', 68.60251262126403, 1.6508043632403888, 0.057833416, 57, 25.173801663019088, 101, 'Low Risk'),
(138117, 73, 16, '57:46.1', 37.027667393630566, 95.29180642, 115, 76, 60, 'Female', 98.25661733216339, 1.995169251149033, 0.11448882407813679, 39, 24.683248906429856, 89, 'Low Risk'),
(138118, 89, 16, '56:46.1', 36.44321181525978, 95.48152055865997, 132, 85, 71, 'Male', 81.61625555, 1.8875118268837643, 0.086069692, 47, 22.908534260103266, 100.66666666666667, 'Low Risk'),
(138119, 63, 18, '55:46.1', 37.089635543316646, 99.08445573430132, 110, 71, 53, 'Female', 77.47077883102902, 1.5646621735546766, 0.058989029, 39, 31.64439195971289, 84, 'High Risk'),
(138120, 72, 15, '54:46.1', 36.123962884565074, 98.51021860573755, 111, 76, 83, 'Male', 97.90508045355752, 1.7872140242174168, 0.089388783, 35, 30.651526023451044, 87.66666666666667, 'High Risk'),
(138121, 99, 18, '53:46.1', 37.35458107319511, 99.07344323775672, 112, 82, 88, 'Male', 98.62270965841135, 1.5034148175662185, 0.11015048517056869, 30, 43.63342236377903, 92, 'High Risk'),
(138122, 93, 13, '52:46.1', 36.189541028092094, 98.68151111116951, 126, 78, 24, 'Male', 71.19339373888846, 1.5673347355707057, 0.11337864663077867, 48, 28.981187637105887, 94, 'High Risk'),
(138123, 69, 16, '51:46.1', 36.18115179770432, 99.59075954303322, 112, 70, 21, 'Female', 94.57086933995765, 1.5224011354997793, 0.089917297, 42, 40.80366589812909, 84, 'High Risk'),
(138124, 90, 13, '50:46.1', 36.43071151756889, 98.51946191294036, 131, 89, 65, 'Male', 56.242832742334144, 1.7164366761311936, 0.08131497, 42, 19.09024995442721, 103, 'Low Risk'),
(138125, 96, 13, '49:46.1', 36.25497412923128, 97.47474441498488, 110, 74, 48, 'Male', 58.661171900397875, 1.985945385181122, 0.095670111, 36, 14.873601207253444, 86, 'High Risk'),
(138126, 71, 14, '48:46.1', 37.17092945563351, 95.43356661036306, 114, 70, 25, 'Male', 50.21447003025284, 1.57647006, 0.12155772346399178, 44, 20.204933667680955, 84.66666666666667, 'Low Risk'),
(138127, 66, 13, '47:46.1', 37.14717634912082, 97.72186646579556, 124, 80, 70, 'Female', 97.30245026264868, 1.6292156784227194, 0.095442142, 44, 36.657818382579684, 94.66666666666667, 'High Risk'),
(138128, 64, 13, '46:46.1', 36.017525851155085, 96.23701880214774, 136, 75, 51, 'Female', 55.34207630534226, 1.9445084957428613, 0.07599786, 61, 14.636450182931615, 95.33333333333333, 'High Risk'),
(138129, 91, 12, '45:46.1', 37.35966259404828, 99.78953131543932, 138, 81, 87, 'Female', 59.00785372337371, 1.517176148053938, 0.084703081, 57, 25.635264667558765, 100, 'High Risk'),
(138130, 66, 15, '44:46.1', 36.44738458012661, 97.88901269142022, 111, 70, 18, 'Female', 68.91773832926714, 1.865957175841602, 0.057421949, 41, 19.793731374649205, 83.66666666666667, 'Low Risk'),
(138131, 67, 19, '43:46.1', 37.41748243363815, 98.75063030755835, 112, 77, 27, 'Female', 93.50464927024915, 1.6403506020662904, 0.064756597, 35, 34.75040262943833, 88.66666666666667, 'High Risk'),
(138132, 86, 17, '42:46.1', 36.944986703490535, 99.62376960300158, 115, 74, 69, 'Female', 77.52838322, 1.8384944833706374, 0.075273024, 41, 22.936970983394172, 87.66666666666667, 'Low Risk'),
(138133, 76, 16, '41:46.1', 37.316051242239645, 99.79497353, 128, 75, 80, 'Male', 66.44891812517338, 1.642363852717444, 0.11558697141394686, 53, 24.634806681786223, 92.66666666666666, 'Low Risk'),
(138134, 85, 17, '40:46.1', 37.13558016574833, 98.37666719189822, 115, 83, 72, 'Female', 76.98704174979365, 1.7090051920076523, 0.072648518, 32, 26.359117607415754, 93.66666666666667, 'Low Risk'),
(138135, 76, 16, '39:46.1', 36.01257033013283, 97.37338106908096, 115, 77, 41, 'Male', 90.04947171, 1.827002797817895, 0.12995472131356994, 38, 26.97756480441706, 89.66666666666667, 'Low Risk'),
(138136, 61, 16, '38:46.1', 36.62157671877995, 99.14272857029471, 139, 76, 67, 'Male', 91.57229318667153, 1.690817788452955, 0.07466021, 63, 32.030998243393384, 97, 'High Risk'),
(138137, 98, 17, '37:46.1', 36.85618785711999, 95.99330089176033, 120, 76, 54, 'Male', 80.40534746, 1.9284228937439072, 0.11446696798124216, 44, 21.621228953406202, 90.66666666666667, 'High Risk'),
(138138, 60, 18, '36:46.1', 36.115648747078744, 98.98735153288085, 137, 88, 83, 'Male', 70.34958621966612, 1.7966470084563013, 0.095597757, 49, 21.793954011299885, 104.33333333333333, 'Low Risk'),
(138139, 65, 14, '35:46.1', 36.49927221362709, 95.74832152760762, 120, 77, 18, 'Male', 89.57875970803701, 1.9703359115789425, 0.098451044, 43, 23.074085584658608, 91.33333333333333, 'Low Risk'),
(138140, 69, 18, '34:46.1', 36.65692143, 98.59656907043112, 139, 72, 25, 'Male', 52.46706572887828, 1.799037530805761, 0.11106107385599204, 67, 16.210870240609353, 94.33333333333333, 'High Risk'),
(138141, 92, 16, '33:46.1', 37.04448826282659, 98.29843768574624, 116, 75, 73, 'Female', 51.94585993542768, 1.860458410085829, 0.071207113, 41, 15.00759178887107, 88.66666666666667, 'High Risk'),
(138142, 92, 19, '32:46.1', 37.32452290441958, 99.67169339807766, 137, 78, 71, 'Male', 53.64750668882949, 1.7462396760616525, 0.08919549, 59, 17.59307845921388, 97.66666666666666, 'High Risk'),
(138143, 60, 17, '31:46.1', 36.502026486197046, 98.45821086003608, 139, 71, 63, 'Male', 87.47514659376722, 1.596979647133153, 0.12154438585515237, 68, 34.299352095873985, 93.66666666666666, 'High Risk'),
(138144, 71, 12, '30:46.1', 36.22781952114328, 95.90766517818929, 119, 73, 37, 'Female', 88.36237409680322, 1.695188296227933, 0.058848894, 46, 30.749034607521637, 88.33333333333333, 'High Risk'),
(138145, 90, 17, '29:46.1', 36.97606652, 97.92839494874275, 122, 72, 42, 'Male', 97.38875303, 1.8331944504756388, 0.12607322789341868, 50, 28.979556674375715, 88.66666666666666, 'Low Risk'),
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(138322, 66, 13, '32:46.1', 36.18519521517003, 99.42124487, 126, 76, 41, 'Male', 57.07647311, 1.6696722459948221, 0.075574036, 50, 20.473621624800007, 92.66666666666666, 'Low Risk'),
(138323, 74, 13, '31:46.1', 36.66420653360514, 96.79034333235373, 120, 89, 41, 'Male', 81.68156823203502, 1.925918328347962, 0.069854569, 31, 22.021572872943345, 99.33333333333333, 'Low Risk'),
(138324, 79, 19, '30:46.1', 36.30548911112323, 97.39328768, 110, 71, 75, 'Male', 76.44639840357465, 1.9155259978573287, 0.067395554, 39, 20.834396649079025, 84, 'Low Risk'),
(138325, 97, 15, '29:46.1', 37.09168325934136, 99.86040773068802, 110, 74, 23, 'Female', 93.87174873763095, 1.614282331920458, 0.075245364, 36, 36.02267181064918, 86, 'High Risk'),
(138326, 76, 19, '28:46.1', 36.88521094608654, 99.25042942773892, 127, 79, 37, 'Female', 83.10356094759982, 1.7839991553509618, 0.092803602, 48, 26.111411236320883, 95, 'Low Risk'),
(138327, 68, 12, '27:46.1', 36.05822105413546, 99.22386637, 111, 76, 66, 'Female', 92.73104722457282, 1.9604507932430373, 0.050873310837364585, 35, 24.12755265870512, 87.66666666666667, 'Low Risk'),
(138328, 67, 18, '26:46.1', 37.31341634208679, 99.63043686, 117, 82, 73, 'Male', 64.51864187877229, 1.9979154311732388, 0.11723443589705891, 35, 16.163336497942645, 93.66666666666667, 'High Risk'),
(138329, 67, 19, '25:46.1', 36.50845886415893, 97.07008035, 129, 73, 79, 'Male', 79.08506714971996, 1.8134522184683313, 0.057163662, 56, 24.048182190150353, 91.66666666666666, 'Low Risk'),
(138330, 71, 17, '24:46.1', 36.68967802882434, 98.01563202765843, 127, 81, 57, 'Female', 71.44053758419732, 1.6765639351243904, 0.13769031023931907, 46, 25.41584039, 96.33333333333333, 'Low Risk'),
(138331, 89, 16, '23:46.1', 36.09041253176892, 95.40928686, 129, 82, 34, 'Male', 99.32966064268066, 1.7426718017729548, 0.11317714258763331, 47, 32.70752965874859, 97.66666666666667, 'High Risk'),
(138332, 71, 18, '22:46.1', 36.38949363538527, 97.52400493455815, 118, 72, 35, 'Male', 97.14959294305999, 1.6547944374003416, 0.092032362, 46, 35.47748953032497, 87.33333333333333, 'High Risk'),
(138333, 93, 18, '21:46.1', 37.19843701980913, 99.49131768081986, 120, 72, 68, 'Male', 68.67470160744932, 1.98943874, 0.10695444130758547, 48, 17.351444671885883, 88, 'High Risk'),
(138334, 71, 14, '20:46.1', 36.75056458221675, 97.57295926624083, 132, 73, 85, 'Male', 97.11655123893823, 1.9160174227193953, 0.1290279115845402, 59, 26.454182406249952, 92.66666666666666, 'Low Risk'),
(138335, 87, 12, '19:46.1', 36.90627456324491, 97.69192484871013, 130, 87, 74, 'Male', 98.30070356228782, 1.6612261310816527, 0.14640279899514597, 43, 35.62042676, 101.33333333333333, 'High Risk'),
(138336, 78, 16, '18:46.1', 37.19262706347405, 96.79083656993812, 116, 72, 55, 'Female', 58.03510850290015, 1.6324543844651904, 0.063177367, 44, 21.777533546795553, 86.66666666666667, 'Low Risk'),
(138337, 62, 14, '17:46.1', 36.33413020732311, 96.07831813422185, 129, 78, 30, 'Female', 86.16049703524794, 1.7679089246079842, 0.11596044534931654, 51, 27.566931001982315, 95, 'Low Risk'),
(138338, 85, 17, '16:46.1', 37.37500392149118, 95.25352091005504, 118, 71, 89, 'Male', 59.277126540292144, 1.5732472130941317, 0.14921073245449407, 47, 23.94932077103109, 86.66666666666667, 'Low Risk'),
(138339, 89, 13, '15:46.1', 36.83506368585954, 95.77953121674139, 114, 80, 55, 'Male', 53.448627393434236, 1.6443467783848877, 0.11047116094955525, 34, 19.76740831233849, 91.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(138341, 79, 18, '13:46.1', 36.74885441989454, 99.15955226834026, 137, 73, 44, 'Male', 53.20118200749674, 1.5045239600041203, 0.1428084137646327, 64, 23.502987230092796, 94.33333333333333, 'Low Risk'),
(138342, 69, 14, '12:46.1', 36.53196453145073, 98.84287910668783, 110, 87, 30, 'Female', 61.53906370940337, 1.5206684522772471, 0.13886327460520836, 23, 26.61226331938656, 94.66666666666667, 'Low Risk'),
(138343, 85, 12, '11:46.1', 36.60557204597305, 95.91408674351096, 139, 82, 34, 'Female', 76.38655691329787, 1.5219039211576935, 0.050886035, 57, 32.97937818244749, 101, 'High Risk'),
(138344, 90, 18, '10:46.1', 36.96650683673943, 99.06362326563969, 134, 71, 49, 'Male', 75.21354904031861, 1.6184503434797417, 0.11417304771036786, 63, 28.714239842278275, 92, 'Low Risk'),
(138345, 95, 19, '09:46.1', 36.31575847028932, 96.55552579217633, 136, 76, 89, 'Male', 57.28632656845747, 1.8903625177125083, 0.0814374, 60, 16.03100610347847, 96, 'High Risk'),
(138346, 81, 16, '08:46.1', 37.056249751498214, 95.32232187778085, 128, 85, 65, 'Female', 98.63422393793701, 1.8986284149958719, 0.13721742563227804, 43, 27.361989968085112, 99.33333333333333, 'Low Risk'),
(138347, 83, 19, '07:46.1', 36.39527121711642, 96.09740732022888, 121, 86, 18, 'Male', 67.54553167326104, 1.9663465840217058, 0.11044011456793343, 35, 17.469339636298223, 97.66666666666667, 'High Risk'),
(138348, 85, 15, '06:46.1', 37.05558317737961, 99.93599797950596, 111, 79, 84, 'Male', 66.01067602153529, 1.9060239746050536, 0.05283705, 32, 18.170106061323704, 89.66666666666667, 'High Risk'),
(138349, 85, 18, '05:46.1', 36.38022826782951, 96.42620832962841, 128, 82, 74, 'Female', 58.37348818458149, 1.5783555870142267, 0.069796221, 46, 23.431815663247686, 97.33333333333333, 'Low Risk'),
(138350, 89, 16, '04:46.1', 36.29270132308062, 95.67748144910833, 112, 80, 51, 'Male', 82.20111048178511, 1.7455461183093486, 0.069566143, 32, 26.97832793270258, 90.66666666666667, 'Low Risk'),
(138351, 64, 16, '03:46.1', 36.23446612688312, 96.04074493233283, 110, 85, 50, 'Female', 78.56850978139391, 1.6491293078200122, 0.058689411, 25, 28.889438180446767, 93.33333333333333, 'Low Risk'),
(138352, 69, 19, '02:46.1', 36.90715974327232, 96.81479115334606, 123, 77, 26, 'Female', 62.92319680978008, 1.7057644119400885, 0.078337702, 46, 21.625824797284576, 92.33333333333333, 'Low Risk'),
(138353, 74, 19, '01:46.1', 37.31345222404814, 97.67459180101345, 115, 87, 53, 'Female', 60.131806526997146, 1.9171760146185017, 0.062408156, 28, 16.35988616630169, 96.33333333333333, 'High Risk'),
(138354, 73, 17, '00:46.1', 36.07361594058496, 95.6328715, 139, 81, 44, 'Male', 58.83711583582427, 1.8071247223156635, 0.090976853, 58, 18.01669477408127, 100.33333333333333, 'High Risk'),
(138355, 87, 16, '59:46.1', 37.03233553, 98.82523065641053, 128, 78, 45, 'Female', 94.21179485, 1.990882552380657, 0.14259094627276783, 50, 23.769168895538307, 94.66666666666666, 'Low Risk'),
(138356, 94, 17, '58:46.1', 37.16548876602582, 99.40896710826202, 112, 88, 68, 'Female', 69.44847372886575, 1.5073500583122825, 0.1414265213527809, 24, 30.565708113654992, 96, 'High Risk'),
(138357, 96, 13, '57:46.1', 37.31104510487521, 99.28552458663708, 122, 74, 77, 'Male', 86.93988466267606, 1.5734187197780796, 0.10693464879069442, 48, 35.118053322758456, 90, 'High Risk'),
(138358, 79, 17, '56:46.1', 36.16987555370635, 95.07436854553733, 122, 80, 49, 'Female', 57.59271412643152, 1.5624258221500247, 0.096711538, 42, 23.59221567840409, 94, 'Low Risk'),
(138359, 80, 17, '55:46.1', 36.89523399338826, 97.13357565000844, 136, 88, 85, 'Female', 97.09515551, 1.7934285535153527, 0.14751843728574437, 48, 30.187656647360697, 104, 'High Risk'),
(138360, 86, 13, '54:46.1', 37.37891559051033, 98.62111445690896, 125, 78, 62, 'Male', 95.07325598525124, 1.550507486055636, 0.064791944, 47, 39.54673490494094, 93.66666666666667, 'High Risk'),
(138361, 75, 19, '53:46.1', 36.94104863740798, 97.14590405910938, 138, 82, 36, 'Female', 75.84752237, 1.7876091778732461, 0.13639924548340354, 56, 23.735383179279633, 100.66666666666666, 'Low Risk'),
(138362, 88, 14, '52:46.1', 37.16996661062297, 99.93084820847237, 134, 70, 44, 'Female', 73.56003180182364, 1.6476427133641685, 0.070499701, 64, 27.096663883604755, 91.33333333333333, 'Low Risk'),
(138363, 80, 13, '51:46.1', 36.78169313593759, 98.81824577983181, 122, 82, 55, 'Female', 82.37939116900269, 1.555205805866395, 0.070937849, 40, 34.05985856275348, 95.33333333333333, 'High Risk'),
(138364, 85, 16, '50:46.1', 36.52836157103314, 98.74996912117506, 127, 72, 26, 'Female', 88.36863066265768, 1.6624716619986852, 0.11354330305777695, 55, 31.973459048956826, 90.33333333333333, 'High Risk'),
(138365, 86, 16, '49:46.1', 37.26013233821539, 95.72933020570419, 116, 72, 21, 'Male', 73.60616070913343, 1.866412483389512, 0.062685417, 44, 21.129971168436708, 86.66666666666667, 'Low Risk'),
(138366, 62, 15, '48:46.1', 36.504426607641776, 96.30398522, 134, 88, 56, 'Female', 67.86352955, 1.8756259743015233, 0.060856585, 46, 19.290521415170865, 103.33333333333333, 'Low Risk'),
(138367, 97, 17, '47:46.1', 36.57067823, 95.75371822316754, 127, 74, 77, 'Male', 51.24139873886991, 1.9733784831021524, 0.062932224, 53, 13.158312584520681, 91.66666666666666, 'High Risk'),
(138368, 97, 19, '46:46.1', 36.201893239679336, 96.33981390943481, 113, 84, 68, 'Male', 90.12577182088506, 1.7940456036392716, 0.0728536, 29, 28.00154795228169, 93.66666666666667, 'High Risk'),
(138369, 76, 19, '45:46.1', 36.64071035562251, 98.48213427275144, 134, 72, 33, 'Female', 86.86833527207756, 1.5096430202927793, 0.064597697, 62, 38.11649620542988, 92.66666666666666, 'High Risk'),
(138370, 66, 14, '44:46.1', 36.45423155523491, 95.68391499399198, 117, 84, 85, 'Female', 69.05770856914752, 1.6781568558778728, 0.13124619338868249, 33, 24.521501575896725, 95, 'Low Risk'),
(138371, 86, 14, '43:46.1', 37.497763538592004, 98.35369109694048, 117, 71, 53, 'Female', 90.42008505005603, 1.6905774212488296, 0.073951088, 46, 31.636962695133082, 86.33333333333333, 'High Risk'),
(138372, 73, 13, '42:46.1', 36.282401614609554, 97.79813030476089, 137, 87, 39, 'Female', 56.39691687675301, 1.7772017084217968, 0.059266487939957285, 50, 17.85590712667578, 103.66666666666666, 'High Risk'),
(138373, 67, 14, '41:46.1', 36.440847383729796, 98.61831947, 139, 81, 49, 'Male', 93.83678233921958, 1.9051148092432695, 0.058517408, 58, 25.85418198523797, 100.33333333333333, 'Low Risk'),
(138374, 96, 16, '40:46.1', 37.08632067121762, 95.05953151986128, 114, 79, 89, 'Female', 54.75760774979197, 1.7255611243778133, 0.059550871, 35, 18.390086444165817, 90.66666666666667, 'High Risk'),
(138375, 97, 15, '39:46.1', 36.04520534731087, 99.77967776, 131, 76, 75, 'Male', 69.08175153302041, 1.6916010093331377, 0.060504230275062514, 55, 24.141678895140345, 94.33333333333333, 'High Risk'),
(138376, 68, 17, '38:46.1', 37.44925198291155, 98.04037787608468, 125, 84, 88, 'Female', 79.37311622, 1.953807098487398, 0.10511634325390333, 41, 20.79266061773202, 97.66666666666667, 'Low Risk'),
(138377, 88, 12, '37:46.1', 36.97849236007913, 99.66710701070997, 110, 86, 41, 'Male', 95.31830082610841, 1.5271140615240741, 0.075541183, 24, 40.872701132276184, 94, 'High Risk'),
(138378, 98, 13, '36:46.1', 36.27108225246692, 99.31905533, 111, 72, 22, 'Male', 65.21922802386135, 1.9958351080845758, 0.10095397471929955, 39, 16.372927476715997, 85, 'High Risk'),
(138379, 98, 12, '35:46.1', 37.49316900034538, 99.49683000428536, 129, 76, 63, 'Female', 88.38808889298096, 1.9786958563143595, 0.090419937, 53, 22.575410455503754, 93.66666666666666, 'High Risk'),
(138380, 99, 16, '34:46.1', 36.98074933213566, 96.06282783187567, 137, 70, 28, 'Female', 72.43973020631384, 1.6955118468588466, 0.10396998353813855, 67, 25.198527721062355, 92.33333333333333, 'High Risk'),
(138381, 96, 14, '33:46.1', 36.79040972909196, 99.05287263087304, 115, 71, 28, 'Female', 95.13526383524247, 1.563888056193526, 0.076320229, 44, 38.89826236262084, 85.66666666666667, 'High Risk'),
(138382, 62, 18, '32:46.1', 36.87248522059039, 98.14441860509096, 122, 77, 76, 'Male', 99.82437121809582, 1.8267194126344992, 0.079975299, 45, 29.915267813319257, 92, 'Low Risk'),
(138383, 68, 12, '31:46.1', 37.397346054924256, 98.63099635243472, 117, 86, 60, 'Male', 94.43076255937243, 1.5244126511097966, 0.071212437, 31, 40.63576200743374, 96.33333333333333, 'High Risk'),
(138384, 82, 17, '30:46.1', 36.56076064814231, 95.18632978061385, 138, 73, 25, 'Male', 55.16608153, 1.6674379821404957, 0.13686871982640536, 65, 19.84142030716769, 94.66666666666666, 'Low Risk'),
(138385, 68, 16, '29:46.1', 36.924552527204284, 95.22371778322703, 134, 74, 86, 'Male', 61.261414289374414, 1.8619889399977139, 0.096460195, 60, 17.669848453952824, 94, 'High Risk'),
(138386, 89, 12, '28:46.1', 37.18101331052898, 96.71494749435342, 121, 83, 82, 'Male', 80.99356470350403, 1.9543954122390776, 0.091603826, 38, 21.204383226980156, 95.66666666666667, 'Low Risk'),
(138387, 79, 12, '27:46.1', 36.39034241992551, 95.40673721150948, 111, 74, 21, 'Female', 96.39658304091822, 1.9523849197905023, 0.13569542670877133, 37, 25.288947263435723, 86.33333333333333, 'Low Risk'),
(138388, 82, 15, '26:46.1', 36.28286029, 95.95177261324524, 115, 73, 18, 'Female', 70.32514120025598, 1.9155482978233151, 0.11794752648239616, 42, 19.16568737003862, 87, 'Low Risk'),
(138389, 82, 18, '25:46.1', 37.21119005421876, 95.27282715102785, 113, 89, 21, 'Female', 69.54320336788626, 1.7401330627220724, 0.083141852, 24, 22.966233404967564, 97, 'Low Risk'),
(138390, 75, 19, '24:46.1', 37.08146041551725, 95.79116213429307, 111, 84, 47, 'Male', 77.52837700435123, 1.839059225256693, 0.11284083277162603, 27, 22.922884248550975, 93, 'Low Risk'),
(138391, 73, 18, '23:46.1', 37.04754430039527, 95.26991869964014, 120, 70, 54, 'Male', 96.29449419786349, 1.930790416998798, 0.083207881, 50, 25.83040329975289, 86.66666666666666, 'Low Risk'),
(138392, 62, 14, '22:46.1', 37.22829782236082, 95.23279302200685, 132, 72, 85, 'Male', 65.92491409338272, 1.993358502096316, 0.10407102414434277, 60, 16.59123622620115, 92, 'High Risk'),
(138393, 78, 19, '21:46.1', 36.042230163220445, 98.96759235229838, 130, 77, 72, 'Female', 74.99670236239179, 1.5295803876717255, 0.054138183, 53, 32.05513091, 94.66666666666666, 'High Risk'),
(138394, 74, 17, '20:46.1', 37.40150311611724, 97.74486112455227, 139, 75, 33, 'Male', 64.9433763, 1.548832855613223, 0.10403758404694952, 64, 27.07233762021383, 96.33333333333333, 'Low Risk'),
(138395, 76, 15, '19:46.1', 36.20379379034508, 98.57612467537324, 133, 80, 81, 'Female', 59.75949973404854, 1.6286798591839413, 0.059406704, 53, 22.528667309611837, 97.66666666666666, 'Low Risk'),
(138396, 60, 15, '18:46.1', 37.426002829956694, 97.66650463330063, 120, 74, 55, 'Male', 60.01210908237974, 1.8055190072754146, 0.10946325485700764, 46, 18.409193409914746, 89.33333333333333, 'High Risk'),
(138397, 72, 17, '17:46.1', 37.124062088754776, 98.63793676715909, 119, 88, 89, 'Female', 75.92367349464968, 1.7104960616342928, 0.10162470059206657, 31, 25.949742680339234, 98.33333333333333, 'Low Risk'),
(138398, 97, 13, '16:46.1', 36.59654347760722, 98.39636897204883, 118, 72, 50, 'Female', 99.50196019697965, 1.8008062487458498, 0.14932837796892162, 46, 30.682988585204903, 87.33333333333333, 'High Risk'),
(138399, 61, 18, '15:46.1', 36.68417246055881, 99.74010744531131, 135, 78, 83, 'Male', 61.206762212931324, 1.5761411027966612, 0.11163198681159472, 57, 24.63821364272228, 97, 'Low Risk'),
(138400, 64, 19, '14:46.1', 37.28381345294821, 99.06199850229892, 121, 78, 88, 'Female', 64.26273342290877, 1.7832644912414108, 0.13305388031965493, 43, 20.20820182227699, 92.33333333333333, 'Low Risk'),
(138401, 70, 13, '13:46.1', 36.96160942738618, 99.78641082935289, 111, 83, 37, 'Female', 54.721965506682174, 1.8421007140150394, 0.071253951, 28, 16.126307851232426, 92.33333333333333, 'High Risk'),
(138402, 76, 12, '12:46.1', 37.06848286839831, 99.36051917046397, 123, 70, 64, 'Female', 54.33091452418607, 1.7937194574188249, 0.085065742, 53, 16.88643516837891, 87.66666666666666, 'High Risk'),
(138403, 66, 13, '11:46.1', 37.181554877436824, 96.91815168983786, 137, 86, 23, 'Female', 85.22991710018977, 1.6679856132967443, 0.13467015653702624, 51, 30.63426502, 103, 'High Risk'),
(138404, 82, 19, '10:46.1', 36.47990186257552, 97.79207028912407, 139, 71, 82, 'Female', 91.35136618121899, 1.502325403275167, 0.053092486, 68, 40.475015604891595, 93.66666666666666, 'High Risk'),
(138405, 70, 13, '09:46.1', 36.858490651381956, 96.30047887978394, 121, 74, 63, 'Male', 65.82780465118267, 1.7299998639867358, 0.068280211, 47, 21.99465902703012, 89.66666666666667, 'Low Risk'),
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(138582, 76, 19, '12:46.1', 36.352668709289254, 95.89012587511019, 117, 87, 24, 'Female', 56.436737289947764, 1.7606148628922447, 0.123779755, 30, 18.20678110600585, 97, 'High Risk'),
(138583, 98, 13, '11:46.1', 36.18356742847471, 96.85317877737475, 130, 76, 24, 'Male', 68.83057603372589, 1.8254561381928103, 0.087983683, 54, 20.655637327685447, 94, 'High Risk'),
(138584, 65, 18, '10:46.1', 36.25127934847608, 96.02752727070369, 118, 85, 59, 'Male', 50.20834231856223, 1.8954905380837208, 0.092571474, 33, 13.974382977236953, 96, 'High Risk'),
(138585, 70, 14, '09:46.1', 37.201293987183305, 98.45974028995234, 120, 80, 57, 'Female', 70.88564627986906, 1.6658297966676432, 0.1393741488789408, 40, 25.544479110162264, 93.33333333333333, 'Low Risk'),
(138586, 64, 12, '08:46.1', 36.81343985767114, 99.41640570483986, 114, 72, 73, 'Male', 58.66472421, 1.8824350792340947, 0.074740619, 42, 16.555298614137666, 86, 'High Risk'),
(138587, 80, 12, '07:46.1', 37.13859642256687, 96.48112818832344, 132, 74, 88, 'Female', 55.58345404710828, 1.6170960096377918, 0.13635419122607317, 58, 21.255626991083986, 93.33333333333333, 'Low Risk'),
(138588, 93, 17, '06:46.1', 37.04675371115562, 99.36956706590968, 115, 88, 68, 'Male', 53.94660892722503, 1.767131024575129, 0.06648751, 27, 17.275341725817405, 97, 'High Risk'),
(138589, 62, 13, '05:46.1', 36.75102644, 97.73624229348744, 139, 84, 37, 'Male', 99.59383176, 1.8309067315217784, 0.060262546, 55, 29.70981851, 102.33333333333333, 'Low Risk'),
(138590, 64, 15, '04:46.1', 36.026248080110285, 99.79837655692342, 116, 81, 84, 'Female', 71.97765848844541, 1.8242842564901127, 0.10521812128282712, 35, 21.627817391331984, 92.66666666666667, 'Low Risk'),
(138591, 68, 17, '03:46.1', 36.221270113795185, 95.79341340280362, 118, 77, 49, 'Female', 52.822276122985976, 1.7572027592337975, 0.069464349, 41, 17.106980409277266, 90.66666666666667, 'High Risk'),
(138592, 60, 18, '02:46.1', 37.261271801965975, 95.42099105169684, 132, 85, 39, 'Female', 68.79864528025709, 1.7451516644208722, 0.10364607201369817, 47, 22.589859770748664, 100.66666666666667, 'Low Risk'),
(138593, 83, 17, '01:46.1', 36.70970086043212, 96.24871740075676, 113, 85, 24, 'Female', 83.91371448316326, 1.622873440188046, 0.1182287358536948, 28, 31.861310899469775, 94.33333333333333, 'High Risk'),
(138594, 94, 17, '00:46.1', 36.38652512520117, 98.98128800988623, 137, 83, 85, 'Female', 63.830806631613086, 1.5189131291248876, 0.12038780916683098, 54, 27.66715229, 101, 'High Risk'),
(138595, 89, 14, '59:46.1', 37.03453538796415, 96.21480232470093, 117, 75, 81, 'Male', 85.57990573108886, 1.8662723344546517, 0.052251349, 42, 24.570939776503703, 89, 'Low Risk'),
(138596, 61, 16, '58:46.1', 37.37006161281798, 97.88441005163304, 112, 89, 21, 'Female', 88.65409160099654, 1.560440721004699, 0.060108907, 23, 36.408621331093386, 96.66666666666667, 'High Risk'),
(138597, 96, 19, '57:46.1', 36.48118401106593, 97.87593487, 135, 77, 30, 'Female', 51.27992336, 1.7709636505805362, 0.10537807564290269, 58, 16.35038836810639, 96.33333333333333, 'High Risk'),
(138598, 86, 17, '56:46.1', 36.880005826951056, 95.56882974907515, 113, 81, 58, 'Male', 87.03028037537356, 1.9009618973472826, 0.082699835, 32, 24.083719402197996, 91.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(138599, 60, 18, '55:46.1', 37.169068425125545, 95.26850364065206, 128, 82, 20, 'Female', 50.64624890262093, 1.654010792720153, 0.13536735786880594, 46, 18.512735953905125, 97.33333333333333, 'Low Risk'),
(138600, 87, 12, '54:46.1', 36.81988408505121, 99.84050479, 124, 71, 87, 'Male', 89.56352207019685, 1.5665087335670504, 0.1313294884157521, 53, 36.497702161343454, 88.66666666666666, 'High Risk'),
(138601, 74, 12, '53:46.1', 37.11787162695306, 96.02792916151895, 116, 79, 71, 'Male', 95.35998032428697, 1.6623002353409824, 0.1427981973411163, 37, 34.51017964595326, 91.33333333333333, 'High Risk'),
(138602, 92, 18, '52:46.1', 36.31947902763755, 96.77713202270185, 137, 89, 69, 'Male', 71.28718234679555, 1.6911362297887833, 0.059070176150576616, 48, 24.926095926261564, 105, 'High Risk'),
(138603, 64, 19, '51:46.1', 36.78718974705865, 96.18785286540378, 131, 85, 33, 'Female', 81.36356525381348, 1.8289787236765485, 0.10304181397538018, 46, 24.322749318503746, 100.33333333333333, 'Low Risk'),
(138604, 85, 14, '50:46.1', 36.07805035291424, 99.61476524785013, 138, 78, 18, 'Male', 91.78099143639116, 1.7284669595948985, 0.11594631360173446, 60, 30.720662720398778, 98, 'High Risk'),
(138605, 91, 15, '49:46.1', 36.661899306645466, 97.72157125, 130, 80, 58, 'Female', 73.30894426, 1.542077593371567, 0.061281853, 50, 30.82794045551577, 96.66666666666666, 'High Risk'),
(138606, 75, 17, '48:46.1', 37.32113928893945, 97.54528566034676, 123, 82, 55, 'Male', 59.67890842909773, 1.7056657851386097, 0.098419732, 41, 20.51318021094276, 95.66666666666667, 'Low Risk'),
(138607, 77, 16, '47:46.1', 37.307702255345795, 98.33868318061296, 122, 82, 41, 'Female', 84.97310764695911, 1.6400758899150032, 0.077842553, 40, 31.590290022348572, 95.33333333333333, 'High Risk'),
(138608, 66, 12, '46:46.1', 37.027525994364986, 98.75492417548956, 130, 70, 61, 'Male', 84.24058545366844, 1.7981939855053657, 0.086486913, 60, 26.052433438094006, 90, 'Low Risk'),
(138609, 63, 12, '45:46.1', 36.62648128665566, 98.31693204379029, 121, 75, 86, 'Female', 68.27223912846426, 1.6480782000924696, 0.05972158, 46, 25.135557202170556, 90.33333333333333, 'Low Risk'),
(138610, 79, 16, '44:46.1', 36.310917219147576, 95.07755945091935, 138, 86, 52, 'Male', 95.72624855455433, 1.9292727570873187, 0.11248980773022085, 52, 25.71838989699536, 103.33333333333333, 'Low Risk'),
(138611, 78, 18, '43:46.1', 36.320679573695855, 99.46700748911964, 121, 81, 41, 'Female', 87.70552191940689, 1.7153553477116703, 0.1418898654316788, 40, 29.80703212897825, 94.33333333333333, 'Low Risk'),
(138612, 67, 15, '42:46.1', 37.416234198089015, 97.22684076, 129, 80, 82, 'Female', 74.18723588, 1.5923338233028046, 0.092683338, 49, 29.259099088144392, 96.33333333333333, 'Low Risk'),
(138613, 87, 15, '41:46.1', 36.710351862333546, 98.28053360621665, 137, 84, 58, 'Male', 87.52108537992767, 1.9267848659527234, 0.13085741163945996, 53, 23.574703642778278, 101.66666666666666, 'Low Risk'),
(138614, 94, 18, '40:46.1', 36.539567956689844, 99.95980814887108, 128, 76, 81, 'Male', 91.63758270674856, 1.5502338848078083, 0.079273615, 52, 38.13108593032862, 93.33333333333333, 'High Risk'),
(138615, 80, 12, '39:46.1', 37.25887860074807, 97.96298537708542, 128, 74, 27, 'Male', 63.76925440069429, 1.6222941152836778, 0.12631811696318868, 54, 24.229929668885223, 92, 'Low Risk'),
(138616, 65, 18, '38:46.1', 36.38088994883446, 96.55178164440358, 112, 86, 42, 'Female', 63.63119108784201, 1.5084456693865134, 0.11312127063975827, 26, 27.964734961816827, 94.66666666666667, 'Low Risk'),
(138617, 97, 14, '37:46.1', 37.33451104171385, 97.87969346241509, 114, 75, 70, 'Female', 74.15030362297827, 1.812045111639091, 0.11183217434035597, 39, 22.58265099904423, 88, 'High Risk'),
(138618, 97, 15, '36:46.1', 37.4561766, 99.78657378370791, 138, 73, 66, 'Female', 56.144430460978725, 1.8420397116004792, 0.088164116, 65, 16.546597520172757, 94.66666666666666, 'High Risk'),
(138619, 84, 18, '35:46.1', 36.58607131637124, 95.76401682423486, 117, 86, 22, 'Female', 79.31865404576314, 1.9953735313358059, 0.07937818, 31, 19.92172414171592, 96.33333333333333, 'Low Risk'),
(138620, 69, 12, '34:46.1', 36.761655521282975, 99.86866687305806, 114, 89, 59, 'Male', 62.60029886509228, 1.8271840826159536, 0.13316248904035655, 25, 18.750454537451837, 97.33333333333333, 'Low Risk'),
(138621, 74, 13, '33:46.1', 36.02032400919617, 98.72494198325916, 116, 81, 49, 'Male', 86.20114439061135, 1.9830762004891764, 0.11143450837022906, 35, 21.919680850414235, 92.66666666666667, 'Low Risk'),
(138622, 77, 17, '32:46.1', 36.27553500620837, 98.46731559350987, 139, 78, 22, 'Male', 52.33601017396402, 1.7059572277533275, 0.1185998389860502, 61, 17.98309070312556, 98.33333333333333, 'High Risk'),
(138623, 97, 18, '31:46.1', 37.486758898228565, 97.26837138688185, 132, 71, 83, 'Female', 82.46576160659382, 1.6714516680872162, 0.11062821854570098, 61, 29.51793881744875, 91.33333333333333, 'High Risk'),
(138624, 74, 12, '30:46.1', 36.45112970423188, 95.27665340435344, 113, 89, 53, 'Female', 77.59251732834008, 1.8980257039131014, 0.086569378, 24, 21.538510327385314, 97, 'Low Risk'),
(138625, 77, 15, '29:46.1', 37.08218698977994, 95.75552127058083, 121, 82, 81, 'Female', 71.26866450563202, 1.7250445762842028, 0.087204598, 39, 23.949584136131097, 95, 'Low Risk'),
(138626, 83, 18, '28:46.1', 37.281928819977935, 98.67358237262259, 114, 86, 80, 'Male', 83.96869350596684, 1.7652477751479583, 0.085672857, 28, 26.946728726113964, 95.33333333333333, 'Low Risk'),
(138627, 98, 16, '27:46.1', 37.36042706916068, 99.89454069761814, 113, 87, 29, 'Female', 80.22882355, 1.8167376585770678, 0.1185762961352418, 26, 24.307818594860343, 95.66666666666667, 'High Risk'),
(138628, 82, 16, '26:46.1', 36.28734698958695, 97.33604912074433, 119, 88, 76, 'Female', 54.224604789269506, 1.8571357191936415, 0.074578422, 31, 15.722047687889608, 98.33333333333333, 'High Risk'),
(138629, 94, 14, '25:46.1', 36.992666787036725, 97.05020068342068, 113, 87, 48, 'Male', 73.71252351324446, 1.9666994336450812, 0.10175920205789478, 26, 19.057472154567066, 95.66666666666667, 'High Risk'),
(138630, 84, 19, '24:46.1', 36.90345381073762, 96.42687219541011, 124, 71, 50, 'Male', 90.22894182841516, 1.9279946789989817, 0.10633401342982149, 53, 24.27360062566813, 88.66666666666666, 'Low Risk'),
(138631, 83, 19, '23:46.1', 36.447760403214794, 98.46922292, 125, 76, 18, 'Female', 95.56589388548673, 1.7496105014615062, 0.13059868643957007, 49, 31.219085194273976, 92.33333333333333, 'High Risk'),
(138632, 82, 12, '22:46.1', 36.32752997797117, 97.61198861056572, 129, 87, 50, 'Female', 96.83669485898548, 1.935388420247768, 0.11259447702075508, 42, 25.852567549150947, 101, 'Low Risk'),
(138633, 84, 13, '21:46.1', 36.525214462553926, 96.37230963, 119, 85, 83, 'Female', 68.35619516695255, 1.9082117790843707, 0.10643739869432597, 34, 18.772613396675087, 96.33333333333333, 'Low Risk'),
(138634, 95, 15, '20:46.1', 36.602259056313606, 97.33675732605391, 114, 76, 69, 'Female', 82.42794864527991, 1.6351223981773504, 0.13393893467099136, 38, 30.83003065923864, 88.66666666666667, 'High Risk'),
(138635, 93, 16, '19:46.1', 36.20846235406025, 99.25771383278294, 124, 84, 24, 'Female', 60.711005723673836, 1.7480098961553927, 0.10465376704511595, 40, 19.86916669360521, 97.33333333333333, 'High Risk'),
(138636, 95, 19, '18:46.1', 36.50264064747371, 98.90381528712079, 120, 79, 85, 'Male', 52.88632538678154, 1.9769310716604753, 0.064744016, 41, 13.531948555497298, 92.66666666666667, 'High Risk'),
(138637, 80, 13, '17:46.1', 36.71647099, 96.12949962884844, 123, 89, 71, 'Female', 77.31662341371899, 1.9087355980885938, 0.14518695566631762, 34, 21.221756776457383, 100.33333333333333, 'Low Risk'),
(138638, 60, 15, '16:46.1', 36.66266344305294, 96.64487791228385, 121, 75, 53, 'Male', 69.23145453287262, 1.8891862059602325, 0.14977339799156186, 46, 19.39786463488354, 90.33333333333333, 'Low Risk'),
(138639, 87, 15, '15:46.1', 36.495192814504506, 99.93805734, 132, 78, 63, 'Male', 69.65084863872396, 1.5499021988304076, 0.1393342860328174, 54, 28.994646852673426, 96, 'Low Risk'),
(138640, 61, 12, '14:46.1', 36.39261563511126, 97.46116581423306, 111, 77, 38, 'Male', 90.43520179, 1.7055183098548685, 0.1327841475149323, 34, 31.090287606705093, 88.33333333333333, 'High Risk'),
(138641, 75, 19, '13:46.1', 37.35224834089502, 96.72410493305796, 116, 79, 84, 'Female', 61.63837371390032, 1.743184018065373, 0.13549989246126903, 37, 20.28451837763688, 91.33333333333333, 'Low Risk'),
(138642, 70, 16, '12:46.1', 36.55531982, 98.87110721477721, 121, 78, 70, 'Male', 55.19842051, 1.7197369097756223, 0.065944119, 43, 18.66390975633398, 92.33333333333333, 'Low Risk'),
(138643, 66, 16, '11:46.1', 36.22275887905068, 99.63109171564112, 121, 71, 84, 'Female', 61.13627639, 1.6267064963290367, 0.090190303, 50, 23.10364919664344, 87.66666666666666, 'Low Risk'),
(138644, 71, 12, '10:46.1', 37.210499327575704, 95.62501875562026, 119, 83, 40, 'Male', 78.96329757239724, 1.5293426478370393, 0.12448295583128151, 36, 33.76102918264783, 95, 'High Risk'),
(138645, 76, 13, '09:46.1', 36.42280099352629, 97.10157903940377, 138, 79, 37, 'Male', 61.30701609203085, 1.6562565394030886, 0.132378125, 59, 22.348838997158587, 98.66666666666666, 'Low Risk'),
(138646, 74, 12, '08:46.1', 36.56718541066709, 95.76697506931153, 112, 82, 23, 'Male', 99.05756431614762, 1.962621612915804, 0.11898169625100005, 30, 25.716655724559814, 92, 'Low Risk'),
(138647, 97, 14, '07:46.1', 36.76642887, 96.37307122163054, 111, 78, 39, 'Male', 61.90135581420411, 1.826252135320327, 0.086350379, 33, 18.560030600862447, 89, 'High Risk'),
(138648, 79, 12, '06:46.1', 36.20305641509887, 98.13877086466195, 139, 83, 73, 'Female', 53.783299231130066, 1.9107737280199255, 0.1370348491685143, 56, 14.730887639156029, 101.66666666666666, 'High Risk'),
(138649, 89, 18, '05:46.1', 36.64232600564395, 98.10401514189309, 117, 89, 25, 'Female', 83.43976215346163, 1.9436318852363152, 0.068628856, 28, 22.087421925475876, 98.33333333333333, 'Low Risk'),
(138650, 96, 12, '04:46.1', 36.82411399334274, 97.82691780772389, 128, 79, 59, 'Female', 59.12771555, 1.7660142066456974, 0.054111636, 49, 18.958445050479693, 95.33333333333333, 'High Risk'),
(138651, 89, 15, '03:46.1', 36.12773911862963, 98.21144790796644, 113, 82, 63, 'Female', 83.33377005739192, 1.7121414082206154, 0.10143312284526002, 31, 28.427702922358225, 92.33333333333333, 'Low Risk'),
(138652, 98, 14, '02:46.1', 36.07397886084354, 98.64685995587541, 131, 87, 68, 'Female', 90.75491129797336, 1.7086466980583743, 0.051624971, 44, 31.086053732728303, 101.66666666666667, 'High Risk'),
(138653, 61, 14, '01:46.1', 36.86742860787172, 97.08833180316076, 111, 74, 24, 'Male', 91.29983191218263, 1.6313094277522446, 0.12996261713628582, 37, 34.30814886133058, 86.33333333333333, 'High Risk'),
(138654, 96, 18, '00:46.1', 36.33977854186619, 98.67452412220919, 115, 74, 60, 'Female', 72.68959096163542, 1.9964253994984742, 0.14941158476668936, 41, 18.237531370452682, 87.66666666666667, 'High Risk'),
(138655, 95, 12, '59:46.1', 36.40381461694903, 97.51144526563012, 125, 75, 23, 'Female', 98.26803870736362, 1.8516003480840502, 0.071617344, 50, 28.66274504983113, 91.66666666666666, 'High Risk'),
(138656, 98, 17, '58:46.1', 36.71568434106019, 97.02662290494642, 125, 75, 58, 'Male', 57.96990746122714, 1.806766169341005, 0.050811099, 50, 17.758190354753655, 91.66666666666666, 'High Risk'),
(138657, 95, 13, '57:46.1', 36.976947125510975, 95.27910631940938, 129, 79, 37, 'Male', 52.01800185508024, 1.6749812386510277, 0.067164909, 50, 18.54102638866078, 95.66666666666666, 'High Risk'),
(138658, 86, 14, '56:46.1', 36.395386944605555, 97.69612295827851, 125, 72, 78, 'Female', 64.03535700218544, 1.9669005582359365, 0.12591623588355422, 53, 16.552173422038067, 89.66666666666666, 'High Risk'),
(138659, 82, 17, '55:46.1', 37.41456477740817, 96.96385080440943, 112, 79, 49, 'Female', 83.97174719219404, 1.8535582682987666, 0.071472048, 33, 24.441097502348978, 90, 'Low Risk'),
(138660, 76, 14, '54:46.1', 36.59895410290232, 95.54849588375876, 135, 77, 32, 'Female', 59.701635156702515, 1.805790503729983, 0.06546783, 58, 18.308446547783262, 96.33333333333333, 'High Risk'),
(138661, 61, 15, '53:46.1', 36.95568118531673, 99.57411310381909, 120, 88, 26, 'Female', 69.53061332558804, 1.8000837764418027, 0.10147061665373006, 32, 21.458068371841545, 98.66666666666667, 'Low Risk'),
(138662, 76, 19, '52:46.1', 36.53479860126416, 96.20058638366689, 139, 72, 72, 'Male', 98.99104831807611, 1.9123887163475883, 0.12127713802021241, 67, 27.067215354904697, 94.33333333333333, 'Low Risk'),
(138663, 66, 19, '51:46.1', 37.326472178852576, 97.68095954549365, 128, 83, 57, 'Female', 76.77339789927086, 1.696649204253921, 0.084995459, 45, 26.67022299226031, 98, 'Low Risk'),
(138664, 90, 15, '50:46.1', 36.460815559563656, 96.46082849198446, 125, 72, 45, 'Female', 54.81956852189829, 1.918620888920161, 0.081152919, 53, 14.892145676688727, 89.66666666666666, 'High Risk'),
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(138840, 76, 19, '54:46.1', 37.032442304587754, 96.86717589, 130, 83, 72, 'Male', 97.63919103973937, 1.659470158137985, 0.078105507, 47, 35.45563587, 98.66666666666667, 'High Risk'),
(138841, 81, 19, '53:46.1', 36.13882452917314, 99.11682196, 124, 82, 83, 'Male', 73.14931391597983, 1.912999037244346, 0.10026540230525076, 42, 19.98852530004404, 96, 'Low Risk'),
(138842, 81, 13, '52:46.1', 37.38479098309936, 98.50639836632388, 134, 71, 22, 'Female', 75.29869087691597, 1.6675676076059718, 0.094261453, 63, 27.078245722990594, 92, 'Low Risk'),
(138843, 85, 13, '51:46.1', 36.04398096667706, 97.21437364, 133, 76, 53, 'Male', 58.82607427519887, 1.6036168467735383, 0.079697506, 57, 22.875397361716132, 95, 'Low Risk'),
(138844, 99, 16, '50:46.1', 36.61453687758737, 95.12140044410998, 120, 81, 70, 'Female', 69.86079061654799, 1.5390179089389853, 0.10681843467777495, 39, 29.494847097224994, 94, 'High Risk'),
(138845, 90, 12, '49:46.1', 36.91004213, 99.86140206068497, 123, 82, 44, 'Female', 58.24576630621502, 1.6741335509678157, 0.10742276696598593, 41, 20.781847960776293, 95.66666666666667, 'Low Risk'),
(138846, 99, 17, '48:46.1', 37.38322817466505, 97.04893178002195, 126, 87, 52, 'Male', 57.675344102150994, 1.7943303963961295, 0.1158331106151372, 39, 17.91370284443549, 100, 'High Risk'),
(138847, 93, 19, '47:46.1', 36.31999106808274, 95.35058171, 126, 78, 71, 'Female', 73.15367707746304, 1.541341768968263, 0.10926507831391594, 48, 30.792026068171808, 94, 'High Risk'),
(138848, 69, 18, '46:46.1', 37.108156301542245, 99.91129332772108, 111, 89, 23, 'Male', 52.18351673126255, 1.6802181337884896, 0.066756307, 22, 18.484257438220673, 96.33333333333333, 'High Risk'),
(138849, 73, 18, '45:46.1', 36.00610324651596, 95.25726002102722, 121, 72, 66, 'Female', 69.82304314029578, 1.8810633300656687, 0.14819394529681096, 49, 19.732946502970133, 88.33333333333333, 'Low Risk'),
(138850, 96, 16, '44:46.1', 37.06847443225147, 99.92352680271074, 135, 71, 45, 'Female', 82.30783721171161, 1.7162045500943943, 0.061551023, 64, 27.944934231248222, 92.33333333333333, 'High Risk'),
(138851, 88, 14, '43:46.1', 36.274142820958545, 96.07400758687237, 135, 83, 47, 'Female', 65.59768078, 1.8254616173689664, 0.086260205, 52, 19.68534694610212, 100.33333333333333, 'Low Risk'),
(138852, 99, 14, '42:46.1', 37.20489928648568, 97.82186882680868, 129, 85, 49, 'Female', 50.31630374664717, 1.673047123226603, 0.068252792, 44, 17.975972008448604, 99.66666666666667, 'High Risk'),
(138853, 70, 14, '41:46.1', 36.929415495307516, 99.61109940242036, 131, 89, 64, 'Male', 88.42069840399326, 1.5841744675005927, 0.078990986, 42, 35.23286194857418, 103, 'High Risk'),
(138854, 71, 17, '40:46.1', 37.30318740271746, 99.15344220530122, 116, 71, 86, 'Male', 57.18454943451878, 1.8951051692856586, 0.093456691, 45, 15.922529826966867, 86, 'High Risk'),
(138855, 95, 16, '39:46.1', 36.30542752377571, 98.39143443154778, 123, 70, 63, 'Female', 91.15148336, 1.6704388956832092, 0.11580842624680189, 53, 32.66649606552598, 87.66666666666666, 'High Risk'),
(138856, 89, 12, '38:46.1', 36.63489056, 97.26291534, 114, 82, 56, 'Female', 86.75932487881919, 1.9810062698946544, 0.080330079, 32, 22.107745870551284, 92.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(138857, 94, 13, '37:46.1', 37.34252397935989, 98.46218053648802, 119, 70, 47, 'Female', 53.652571046419176, 1.6643797614128202, 0.087335842, 49, 19.368040559467477, 86.33333333333333, 'High Risk'),
(138858, 99, 12, '36:46.1', 36.420893493282314, 98.52388024785364, 117, 81, 34, 'Male', 99.35946834594084, 1.854751695883492, 0.10995577229448081, 36, 28.882694412914205, 93, 'High Risk'),
(138859, 96, 17, '35:46.1', 36.91714906615804, 95.46376184, 112, 71, 56, 'Male', 75.85810354072723, 1.5102616373157784, 0.088127542, 41, 33.258112601587904, 84.66666666666667, 'High Risk'),
(138860, 88, 18, '34:46.1', 36.59514659801628, 98.67483184109327, 116, 71, 18, 'Male', 57.89145715793916, 1.8985052625595802, 0.089693527, 45, 16.06167635193792, 86, 'High Risk'),
(138861, 96, 13, '33:46.1', 36.44963924117334, 95.88272592902648, 123, 70, 18, 'Female', 80.45090509356719, 1.6106654598523167, 0.1273725325429445, 53, 31.01131935621956, 87.66666666666666, 'High Risk'),
(138862, 83, 17, '32:46.1', 36.77075628, 98.59330294230627, 110, 75, 28, 'Female', 88.38691279698034, 1.8351677220199976, 0.052836326, 35, 26.244387468417795, 86.66666666666667, 'Low Risk'),
(138863, 85, 16, '31:46.1', 37.450107656915016, 97.43369516, 134, 71, 62, 'Male', 77.94664889674246, 1.739906407268318, 0.054723337976004885, 63, 25.748128850061633, 92, 'Low Risk'),
(138864, 87, 19, '30:46.1', 36.536232750833165, 96.15337679736058, 138, 78, 44, 'Female', 69.08728645646588, 1.7769666913562576, 0.089679038, 60, 21.879609211777407, 98, 'Low Risk'),
(138865, 61, 19, '29:46.1', 37.10630294347399, 96.88080787, 111, 78, 67, 'Male', 65.09648774451287, 1.9114540342921642, 0.08796973, 33, 17.816805519434933, 89, 'High Risk'),
(138866, 90, 15, '28:46.1', 36.551921552875555, 99.08008534367166, 126, 77, 46, 'Male', 98.03860858096934, 1.9383584807393488, 0.11498482048323315, 49, 26.09329603, 93.33333333333333, 'Low Risk'),
(138867, 75, 16, '27:46.1', 37.13450252828202, 97.21309306904666, 121, 75, 42, 'Female', 88.40588950283336, 1.6740847772534684, 0.10629506461682742, 46, 31.544692889650424, 90.33333333333333, 'High Risk'),
(138868, 92, 19, '26:46.1', 36.23155536094031, 97.04649993, 118, 74, 43, 'Female', 78.28455704283965, 1.5482722669350895, 0.12422220886288676, 44, 32.657386732082934, 88.66666666666667, 'High Risk'),
(138869, 63, 13, '25:46.1', 37.37247776772942, 97.32528147487388, 138, 78, 45, 'Female', 61.12594820522417, 1.6334426698036673, 0.1077301854976194, 60, 22.909616351456222, 98, 'Low Risk'),
(138870, 67, 17, '24:46.1', 36.91896504958032, 95.39855729779283, 131, 71, 74, 'Male', 65.99482468490615, 1.9813680963854137, 0.050221581631729045, 60, 16.81045807731981, 91, 'High Risk'),
(138871, 80, 13, '23:46.1', 37.08493821922276, 95.88698903537916, 119, 70, 59, 'Female', 50.57558118, 1.9726264724828106, 0.080204384, 49, 12.997240885889811, 86.33333333333333, 'High Risk'),
(138872, 61, 16, '22:46.1', 37.40028195295227, 95.31292594710015, 112, 71, 88, 'Female', 87.26374610633977, 1.7360187663981193, 0.12649965170326516, 41, 28.955096821577904, 84.66666666666667, 'Low Risk'),
(138873, 98, 17, '21:46.1', 37.49949825911389, 98.02043782087867, 126, 84, 57, 'Female', 80.44529514357421, 1.7230005882830157, 0.060038154, 42, 27.09753575042038, 98, 'High Risk'),
(138874, 86, 18, '20:46.1', 36.13660023774249, 96.44907768698688, 111, 87, 57, 'Female', 74.53078134851748, 1.5435399312514635, 0.088294498, 24, 31.282390709587094, 95, 'High Risk'),
(138875, 96, 19, '19:46.1', 37.29982252037908, 97.83837491822278, 112, 77, 44, 'Female', 69.04104214842368, 1.943293071843703, 0.1471260031255346, 35, 18.282295893187886, 88.66666666666667, 'High Risk'),
(138876, 72, 15, '18:46.1', 37.355099628134276, 96.46438786, 120, 70, 51, 'Female', 57.098970971269715, 1.60774312, 0.13903523083163508, 50, 22.089961655611127, 86.66666666666666, 'Low Risk'),
(138877, 62, 19, '17:46.1', 36.55139662662208, 99.10738742803514, 133, 78, 60, 'Female', 89.58133685250087, 1.763062418727546, 0.085156139, 55, 28.81921606067941, 96.33333333333333, 'Low Risk'),
(138878, 64, 12, '16:46.1', 36.018557764310685, 98.79476694487974, 132, 81, 34, 'Female', 68.26691254000839, 1.5388396952861867, 0.133718197, 51, 28.828596556677518, 98, 'Low Risk'),
(138879, 92, 12, '15:46.1', 36.98123737269645, 96.16777372200508, 122, 89, 84, 'Female', 90.48724444622775, 1.5365902034509924, 0.051325851433941416, 33, 38.32403632036863, 100, 'High Risk'),
(138880, 66, 14, '14:46.1', 37.258575298175856, 97.94896482, 130, 87, 31, 'Female', 98.00535550220633, 1.961220460187705, 0.10958189225625226, 43, 25.47985649719769, 101.33333333333333, 'Low Risk'),
(138881, 72, 19, '13:46.1', 36.62545412611437, 96.75728706544243, 123, 83, 81, 'Male', 90.07389047570763, 1.9253963381338077, 0.095701822, 40, 24.29733481, 96.33333333333333, 'Low Risk'),
(138882, 92, 18, '12:46.1', 36.200294233421445, 99.41109244426177, 115, 88, 29, 'Female', 84.04324293, 1.529454280068618, 0.094656654, 27, 35.927732093745554, 97, 'High Risk'),
(138883, 98, 16, '11:46.1', 36.91622068363651, 96.36221222811488, 122, 70, 52, 'Male', 64.77934419541275, 1.9309291882517159, 0.093783581, 52, 17.374161418926768, 87.33333333333333, 'High Risk'),
(138884, 82, 15, '10:46.1', 37.20417631, 96.97956737040099, 135, 84, 53, 'Male', 81.26853942062368, 1.747373627973345, 0.09741506, 51, 26.61649721063693, 101, 'Low Risk'),
(138885, 76, 14, '09:46.1', 37.06797030038487, 96.43664553249452, 135, 86, 78, 'Female', 68.26437759109292, 1.6173661909831965, 0.10585571450361145, 49, 26.09620851772887, 102.33333333333333, 'Low Risk'),
(138886, 98, 17, '08:46.1', 36.37951999638202, 97.91572221371862, 137, 78, 45, 'Male', 88.81900487108666, 1.6303365763643227, 0.083309034, 59, 33.41576122960571, 97.66666666666666, 'High Risk'),
(138887, 98, 14, '07:46.1', 36.23748385767087, 98.86191823425716, 112, 81, 49, 'Male', 94.59614431782828, 1.8571698573085649, 0.12654608747553364, 31, 27.426486958637913, 91.33333333333333, 'High Risk'),
(138888, 60, 15, '06:46.1', 37.18814584645815, 97.10612655042272, 117, 73, 70, 'Female', 85.69353586, 1.7408852217422335, 0.11974732603357761, 44, 28.275336736215746, 87.66666666666667, 'Low Risk'),
(138889, 76, 12, '05:46.1', 36.38515383760997, 99.31380919703375, 129, 88, 72, 'Male', 66.75488052342682, 1.5806385753260885, 0.088249776, 41, 26.718856633502888, 101.66666666666667, 'Low Risk'),
(138890, 90, 13, '04:46.1', 37.10357276972397, 97.95237814037174, 132, 81, 29, 'Male', 52.931718820630614, 1.7465479886996207, 0.093861353, 51, 17.352216231118597, 98, 'High Risk'),
(138891, 66, 14, '03:46.1', 36.94371783210457, 98.11759878456319, 129, 72, 70, 'Female', 98.81135693167121, 1.6073858768916935, 0.059468972, 57, 38.24428685868578, 91, 'High Risk'),
(138892, 71, 12, '02:46.1', 37.219542602160914, 95.76266346056033, 119, 74, 38, 'Female', 54.60712627496639, 1.9862427093783463, 0.067887899, 45, 13.841548855579786, 89, 'High Risk'),
(138893, 69, 15, '01:46.1', 36.121320241028094, 97.00968454843468, 126, 81, 64, 'Female', 61.635617525588046, 1.9007641961754085, 0.063655133, 45, 17.059852266497707, 96, 'High Risk'),
(138894, 69, 12, '00:46.1', 37.10586780898923, 96.64108047841533, 132, 75, 72, 'Female', 92.15857581358591, 1.5117587526483298, 0.080882705, 57, 40.32466528794818, 94, 'High Risk'),
(138895, 99, 18, '59:46.1', 36.15756887625518, 97.12426345, 128, 76, 19, 'Male', 92.50799246247166, 1.5492206741820118, 0.1441638921552802, 52, 38.54363663334035, 93.33333333333333, 'High Risk'),
(138896, 73, 19, '58:46.1', 37.29036785098153, 96.19681833, 126, 71, 23, 'Female', 68.80834459013788, 1.6800506836874491, 0.13123121282525552, 55, 24.37790286251546, 89.33333333333333, 'Low Risk'),
(138897, 74, 17, '57:46.1', 37.08658010018572, 95.17403736110987, 132, 75, 53, 'Male', 63.56079169, 1.770268756730891, 0.081810734, 57, 20.28200515399113, 94, 'Low Risk'),
(138898, 91, 18, '56:46.1', 36.34654682077442, 97.34095616316641, 113, 74, 73, 'Male', 63.70849022728908, 1.5616308626748547, 0.096561106, 39, 26.124052411974986, 87, 'High Risk'),
(138899, 97, 13, '55:46.1', 36.262131413966245, 97.82332162302019, 112, 71, 52, 'Female', 50.00496286791603, 1.7912223070876343, 0.1172968607869135, 41, 15.585262839644493, 84.66666666666667, 'High Risk'),
(138900, 85, 16, '54:46.1', 36.95986985235925, 98.35972293209413, 129, 83, 37, 'Male', 90.67932932117009, 1.9330027438318105, 0.050031416994945344, 46, 24.268523710063146, 98.33333333333333, 'Low Risk'),
(138901, 60, 17, '53:46.1', 36.82357427294565, 96.90807568542041, 131, 87, 25, 'Male', 54.499565104662075, 1.823055685570912, 0.05407519, 44, 16.39808630353757, 101.66666666666667, 'High Risk'),
(138902, 85, 14, '52:46.1', 36.26493408019839, 95.03615854109827, 119, 75, 32, 'Male', 90.82700667, 1.9680647900516868, 0.05925735, 44, 23.449642085654965, 89.66666666666667, 'Low Risk'),
(138903, 60, 19, '51:46.1', 36.95963315994996, 96.90485708563025, 117, 75, 31, 'Male', 90.11621301793065, 1.7705195596083443, 0.068104567, 42, 28.747592169295064, 89, 'Low Risk'),
(138904, 77, 12, '50:46.1', 37.02752608686797, 97.71529597367311, 127, 88, 69, 'Male', 90.17925061493771, 1.5496511748518305, 0.074101379, 39, 37.55248854, 101, 'High Risk'),
(138905, 84, 13, '49:46.1', 36.499473420634565, 98.14376325, 118, 82, 42, 'Female', 88.89299471039365, 1.8005668591478552, 0.086472774, 36, 27.418837182922093, 94, 'Low Risk'),
(138906, 81, 12, '48:46.1', 36.55755155239796, 99.75818426990755, 132, 78, 66, 'Male', 57.05083810580759, 1.6233831501471319, 0.11102896426383785, 54, 21.648108751890472, 96, 'Low Risk'),
(138907, 68, 16, '47:46.1', 36.78690489308545, 95.36673047723465, 128, 76, 31, 'Male', 69.04620032653096, 1.879524859809394, 0.063517256, 52, 19.54535825784826, 93.33333333333333, 'Low Risk'),
(138908, 61, 16, '46:46.1', 36.315448089100954, 98.53128864542117, 123, 71, 51, 'Female', 54.07326926295246, 1.551027428538744, 0.14524245510390021, 52, 22.47727565986341, 88.33333333333333, 'Low Risk'),
(138909, 79, 16, '45:46.1', 37.229470131762746, 96.35682754882946, 111, 82, 26, 'Male', 51.751547504165536, 1.8140484313259029, 0.10483254092165853, 29, 15.726264853953484, 91.66666666666667, 'High Risk'),
(138910, 66, 13, '44:46.1', 36.50565846, 99.53433304510615, 132, 79, 62, 'Male', 91.49203302, 1.728140436600469, 0.11229070573037542, 53, 30.635516970502653, 96.66666666666666, 'High Risk'),
(138911, 71, 17, '43:46.1', 37.132583627603026, 97.08971759474659, 113, 71, 73, 'Male', 70.08760184646702, 1.534470805617704, 0.074424604, 42, 29.766237322853637, 85, 'Low Risk'),
(138912, 66, 12, '42:46.1', 37.27650269643091, 97.11668735172023, 139, 76, 37, 'Female', 92.30383340765215, 1.6849286240785697, 0.054075339, 63, 32.51297583, 97, 'High Risk'),
(138913, 68, 16, '41:46.1', 36.933201096211036, 97.34399552, 116, 86, 70, 'Female', 94.99879995744286, 1.842849689297983, 0.054675428, 30, 27.972951460766335, 96, 'Low Risk'),
(138914, 78, 12, '40:46.1', 36.13774186, 98.46071038168641, 123, 81, 64, 'Female', 56.644765617145026, 1.7971953202658288, 0.13477569509601486, 42, 17.53756226740612, 95, 'High Risk'),
(138915, 79, 17, '39:46.1', 36.06753486382656, 95.52970522934628, 130, 87, 78, 'Male', 88.79627862345757, 1.6478543700516195, 0.14819379692393975, 43, 32.70070449744432, 101.33333333333333, 'High Risk'),
(138916, 61, 17, '38:46.1', 36.96476866972077, 97.98206446549685, 130, 80, 25, 'Female', 94.03119904743127, 1.7379729975008018, 0.1114628022555226, 50, 31.13048772172549, 96.66666666666666, 'High Risk'),
(138917, 65, 12, '37:46.1', 36.3329726, 95.46563674, 110, 84, 46, 'Female', 96.08732660140072, 1.5364579791938193, 0.053480824, 26, 40.70284217991014, 92.66666666666667, 'High Risk'),
(138918, 92, 19, '36:46.1', 36.80665672361995, 97.53804645980588, 118, 81, 47, 'Female', 99.75464591874385, 1.5228589195911022, 0.057832430906225134, 37, 43.01439200677641, 93.33333333333333, 'High Risk'),
(138919, 90, 17, '35:46.1', 36.22996810024498, 98.93292695093056, 110, 88, 43, 'Female', 53.317864161755764, 1.6200191368571142, 0.13217429277300696, 22, 20.31573102788148, 95.33333333333333, 'Low Risk'),
(138920, 73, 18, '34:46.1', 36.42360890904722, 95.21174130403202, 115, 76, 64, 'Female', 64.50555119, 1.5073449545605067, 0.13027219525482497, 39, 28.390418034816033, 89, 'Low Risk'),
(138921, 83, 12, '33:46.1', 36.34537534263988, 99.49702205674564, 120, 78, 82, 'Male', 81.19705903122261, 1.9588780511032506, 0.12186491090363874, 42, 21.160479233203745, 92, 'Low Risk'),
(138922, 76, 19, '32:46.1', 37.05198605996804, 95.48401838582762, 139, 85, 29, 'Male', 70.50624875592398, 1.5615815535944575, 0.08660377, 54, 28.913340352922834, 103, 'Low Risk'),
(138923, 71, 15, '31:46.1', 37.40411974851749, 97.43829052055466, 122, 79, 37, 'Female', 63.56147082175702, 1.7744295216543717, 0.055861275335905805, 43, 20.18721598537436, 93.33333333333333, 'Low Risk'),
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(139100, 60, 19, '34:46.1', 36.32239950985935, 95.10814337635335, 134, 72, 50, 'Female', 65.9820968, 1.5400440876524892, 0.087269873, 62, 27.82017163, 92.66666666666666, 'Low Risk'),
(139101, 98, 18, '33:46.1', 36.659747628625766, 97.25783902876998, 113, 86, 73, 'Female', 66.1637089, 1.565236967145328, 0.096369709, 27, 27.00596183075843, 95, 'High Risk'),
(139102, 95, 14, '32:46.1', 36.49251289985208, 96.73527457939919, 122, 85, 48, 'Male', 57.43739609969691, 1.8728181359658767, 0.12700070929560092, 37, 16.37583789112342, 97.33333333333333, 'High Risk'),
(139103, 78, 14, '31:46.1', 37.42584022097609, 95.44150831870938, 138, 80, 46, 'Male', 90.68243029379444, 1.7043844277771936, 0.05951405, 58, 31.216775100803197, 99.33333333333333, 'High Risk'),
(139104, 60, 16, '30:46.1', 37.24286114609672, 98.51604574508985, 110, 78, 50, 'Male', 73.76501713218579, 1.9077651798068573, 0.11899661382678739, 32, 20.267520076976997, 88.66666666666667, 'Low Risk'),
(139105, 61, 14, '29:46.1', 36.44973884952049, 96.06846730673614, 110, 74, 40, 'Male', 51.10086169429482, 1.701829995303887, 0.14838074206956395, 36, 17.643952324263584, 86, 'High Risk'),
(139106, 69, 14, '28:46.1', 36.69272201063002, 96.83435528233586, 131, 89, 76, 'Female', 78.33409049218243, 1.8977450974247492, 0.092615015, 42, 21.750790684585255, 103, 'Low Risk'),
(139107, 65, 17, '27:46.1', 36.56680454209484, 99.55302308982816, 129, 73, 18, 'Female', 89.41098217937326, 1.961386941631703, 0.050050078972812745, 56, 23.241508168475292, 91.66666666666666, 'Low Risk'),
(139108, 81, 17, '26:46.1', 36.32469569677377, 99.06911088118727, 122, 80, 34, 'Female', 74.84473531938413, 1.9118518562341722, 0.071800155, 42, 20.47636124539705, 94, 'Low Risk'),
(139109, 71, 17, '25:46.1', 37.362467537114334, 97.50133303796426, 131, 79, 64, 'Male', 97.35389953276206, 1.6710140396259487, 0.08195636, 52, 34.86527976344947, 96.33333333333333, 'High Risk'),
(139110, 80, 12, '24:46.1', 37.334456293779645, 97.71145562995748, 120, 87, 62, 'Male', 68.30761919028626, 1.6262938503947422, 0.12794621018312002, 33, 25.826830306273717, 98, 'Low Risk'),
(139111, 60, 17, '23:46.1', 37.097094443575976, 97.34805655218045, 111, 74, 47, 'Male', 87.61692038484074, 1.8747607143846658, 0.085080678, 37, 24.92850853920381, 86.33333333333333, 'Low Risk'),
(139112, 91, 12, '22:46.1', 37.12226046415388, 98.49481108359991, 128, 73, 79, 'Male', 53.18725566215241, 1.9565689313562875, 0.136648345, 55, 13.89367949848496, 91.33333333333333, 'High Risk'),
(139113, 98, 12, '21:46.1', 36.678330344437356, 95.25414423821805, 125, 81, 27, 'Female', 62.82828946737749, 1.7777961662612283, 0.063854948, 44, 19.87885222747225, 95.66666666666667, 'High Risk'),
(139114, 81, 12, '20:46.1', 36.35127443569384, 96.04006278, 117, 88, 28, 'Female', 75.71321847537479, 1.5656534923358398, 0.10012848820638615, 29, 30.887332677381416, 97.66666666666667, 'High Risk'),
(139115, 96, 12, '19:46.1', 36.75332877468701, 99.96843660468517, 129, 79, 46, 'Male', 66.40662130797905, 1.9780643891425744, 0.11678542542391214, 50, 16.971902785038164, 95.66666666666666, 'High Risk'),
(139116, 96, 19, '18:46.1', 36.32788989, 96.80700269, 131, 74, 54, 'Female', 85.95890465617956, 1.8545552234135605, 0.14430678063967162, 57, 24.99259392752593, 93, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(139117, 67, 18, '17:46.1', 37.33486563024128, 97.37981003573866, 133, 75, 33, 'Male', 77.66655538909008, 1.638621034480029, 0.088844111, 58, 28.925241468367204, 94.33333333333333, 'Low Risk'),
(139118, 97, 19, '16:46.1', 36.00634147, 99.54878749032133, 120, 72, 52, 'Male', 51.42888167466975, 1.5592669641551165, 0.14974607893197622, 48, 21.152715355021808, 88, 'High Risk'),
(139119, 84, 13, '15:46.1', 36.52812304984672, 99.94049843617557, 113, 76, 85, 'Female', 51.73088935383056, 1.708895683, 0.076473859, 37, 17.714089692884905, 88.33333333333333, 'High Risk'),
(139120, 73, 18, '14:46.1', 37.22134829141833, 96.10647581939246, 122, 85, 74, 'Female', 67.7411643, 1.619554588, 0.077419658, 37, 25.826257425241653, 97.33333333333333, 'Low Risk'),
(139121, 73, 16, '13:46.1', 37.35967806131804, 97.01182373007771, 131, 75, 20, 'Male', 94.87903807105928, 1.7075795528760085, 0.11439897263236859, 56, 32.53931314478335, 93.66666666666666, 'High Risk'),
(139122, 68, 19, '12:46.1', 36.478683249861604, 96.79527208451664, 135, 83, 65, 'Female', 88.70461213427302, 1.8063010396054264, 0.14990494674169308, 52, 27.18729111158097, 100.33333333333333, 'Low Risk'),
(139123, 96, 12, '11:46.1', 36.23164759637015, 98.17325613075083, 133, 72, 68, 'Female', 86.96523666211749, 1.6244760736235155, 0.14413992608718768, 61, 32.954827664759286, 92.33333333333333, 'High Risk'),
(139124, 81, 18, '10:46.1', 37.28343495721458, 96.92843905517708, 127, 71, 50, 'Male', 81.76628698768413, 1.7663877025182502, 0.13632414182557623, 56, 26.20608901105654, 89.66666666666666, 'Low Risk'),
(139125, 64, 15, '09:46.1', 36.00252838240039, 95.91114920259245, 134, 70, 29, 'Female', 93.49335233286703, 1.5239275421427358, 0.082472411, 64, 40.257990765910264, 91.33333333333333, 'High Risk'),
(139126, 68, 15, '08:46.1', 37.43076310670755, 97.24366585100704, 117, 73, 80, 'Male', 51.84921458698393, 1.7927998926613746, 0.097130427, 44, 16.131640945886915, 87.66666666666667, 'High Risk'),
(139127, 84, 18, '07:46.1', 36.92264666142644, 97.09338134560929, 131, 73, 72, 'Male', 59.07081156342801, 1.7176613502202793, 0.080787502, 58, 20.021557122363276, 92.33333333333333, 'Low Risk'),
(139128, 84, 15, '06:46.1', 37.39295352379508, 99.70288166906414, 127, 83, 25, 'Male', 71.07638526156093, 1.8232873054760903, 0.14595862869337878, 44, 21.38036505782412, 97.66666666666667, 'Low Risk'),
(139129, 79, 19, '05:46.1', 36.20553154415021, 96.40746519287282, 120, 80, 21, 'Female', 97.80125024081582, 1.8371168102008928, 0.090082525, 40, 28.978163894990146, 93.33333333333333, 'Low Risk'),
(139130, 74, 14, '04:46.1', 36.973761054284275, 95.52834574130264, 125, 80, 67, 'Female', 93.32203432157223, 1.9006993459601254, 0.14864255940648075, 45, 25.831959245833712, 95, 'Low Risk'),
(139131, 78, 19, '03:46.1', 36.219669103182454, 98.16434056593663, 122, 71, 78, 'Female', 81.07014015395559, 1.9759936274542471, 0.10691609660531852, 51, 20.7629876, 88, 'Low Risk'),
(139132, 60, 18, '02:46.1', 36.91464728421873, 99.51920942598495, 121, 70, 78, 'Male', 52.87736059661313, 1.9597358834468321, 0.088038096, 51, 13.768121168240413, 87, 'High Risk'),
(139133, 88, 12, '01:46.1', 36.45918631507371, 95.24440553705244, 114, 89, 51, 'Male', 52.84981600182522, 1.634086665920054, 0.10307394285704023, 25, 19.792165201404828, 97.33333333333333, 'Low Risk'),
(139134, 69, 12, '00:46.1', 36.48308080774222, 95.33269687474372, 124, 88, 85, 'Female', 95.78440558, 1.7797666234704053, 0.079277712, 36, 30.239088242919834, 100, 'High Risk'),
(139135, 76, 12, '59:46.1', 36.63406305301575, 97.30727650818865, 124, 78, 46, 'Male', 81.44177707898515, 1.9213696806243747, 0.13679301247194786, 46, 22.061009166295765, 93.33333333333333, 'Low Risk'),
(139136, 72, 13, '58:46.1', 36.64562849238146, 95.81292197093036, 117, 82, 26, 'Male', 88.81116348798331, 1.7187706347959895, 0.11411035375352994, 35, 30.062957947508316, 93.66666666666667, 'High Risk'),
(139137, 64, 12, '57:46.1', 36.47377884462727, 99.23329478522038, 121, 80, 29, 'Female', 86.51439255383926, 1.5523535390899776, 0.094599949, 41, 35.90104503759108, 93.66666666666667, 'High Risk'),
(139138, 87, 19, '56:46.1', 36.03823692785583, 99.29976485278337, 121, 88, 67, 'Female', 76.42863485, 1.945499242, 0.1337943721559436, 33, 20.192680356105633, 99, 'Low Risk'),
(139139, 95, 19, '55:46.1', 36.511262694872144, 97.66376397916633, 115, 82, 84, 'Male', 64.24787116863455, 1.8151714870469693, 0.10091524219092693, 33, 19.499497513792775, 93, 'High Risk'),
(139140, 78, 19, '54:46.1', 36.204972882276266, 97.53756812275093, 126, 73, 24, 'Female', 84.40107939943952, 1.930397744834261, 0.092718549, 53, 22.64927984344279, 90.66666666666666, 'Low Risk'),
(139141, 65, 19, '53:46.1', 37.45728951955639, 95.07494838927981, 131, 72, 71, 'Male', 57.78496762778543, 1.9133400787430366, 0.070624448, 59, 15.784489362464338, 91.66666666666666, 'High Risk'),
(139142, 86, 12, '52:46.1', 36.628487669481814, 95.89318555, 132, 75, 23, 'Male', 70.16163454520695, 1.7012444163260827, 0.1378986056793174, 57, 24.24187862992038, 94, 'Low Risk'),
(139143, 76, 19, '51:46.1', 36.20670977813995, 95.46924286073718, 117, 88, 66, 'Female', 52.22500941773372, 1.652152886171753, 0.1251722858794182, 29, 19.13277922594646, 97.66666666666667, 'Low Risk'),
(139144, 98, 18, '50:46.1', 36.721689424926055, 98.23620488143096, 138, 85, 68, 'Male', 90.54808850396584, 1.9808660625468508, 0.12391711327673002, 53, 23.07645342646541, 102.66666666666666, 'High Risk'),
(139145, 80, 14, '49:46.1', 37.056626573427074, 97.23811496, 121, 72, 83, 'Male', 92.16285133202999, 1.8978750752562175, 0.058239854, 49, 25.587075933381435, 88.33333333333333, 'Low Risk'),
(139146, 86, 12, '48:46.1', 36.90987281285612, 95.20284401163013, 136, 74, 87, 'Female', 57.225665281849196, 1.8844383658114285, 0.12930138997901636, 62, 16.114876262394294, 94.66666666666666, 'High Risk'),
(139147, 79, 17, '47:46.1', 36.43621035999824, 98.18015041496288, 114, 86, 58, 'Female', 82.86531721163834, 1.6339888841235588, 0.13999363488866565, 28, 31.03663306, 95.33333333333333, 'High Risk'),
(139148, 61, 12, '46:46.1', 36.63118570359312, 96.31281313731935, 125, 87, 58, 'Female', 73.97633528578123, 1.9630956747773332, 0.089769054, 38, 19.195961959173356, 99.66666666666667, 'Low Risk'),
(139149, 82, 14, '45:46.1', 37.134768830675014, 95.06141887931125, 131, 77, 24, 'Female', 58.78434611147342, 1.9038952816869172, 0.093151792, 54, 16.217188939602867, 95, 'High Risk'),
(139150, 82, 18, '44:46.1', 36.73618091322582, 99.50554558362757, 133, 81, 24, 'Female', 83.48746533384961, 1.5392189780512533, 0.1117817731890609, 52, 35.23874697320963, 98.33333333333333, 'High Risk'),
(139151, 63, 19, '43:46.1', 36.90094592436122, 95.94339844584698, 125, 83, 48, 'Male', 98.31787866149723, 1.5620896480257505, 0.1038193571326248, 42, 40.2921638, 97, 'High Risk'),
(139152, 73, 18, '42:46.1', 36.56183503, 95.93180271089004, 138, 77, 20, 'Female', 92.44940712, 1.5852514593813951, 0.081633402, 61, 36.78813800648521, 97.33333333333333, 'High Risk'),
(139153, 62, 18, '41:46.1', 36.412614162832845, 97.97897196643981, 113, 80, 42, 'Female', 88.70044296174689, 1.8212419293438267, 0.13766952106522412, 33, 26.7417921, 91, 'Low Risk'),
(139154, 73, 17, '40:46.1', 37.078907684914725, 95.06183839224012, 119, 83, 65, 'Male', 92.61940229560165, 1.824069943142785, 0.096804396, 36, 27.836780167037148, 95, 'Low Risk'),
(139155, 63, 12, '39:46.1', 37.09639349872415, 97.16051000899951, 129, 80, 73, 'Female', 94.60343697, 1.6961897074297678, 0.11444441122965085, 49, 32.881988082105075, 96.33333333333333, 'High Risk'),
(139156, 98, 14, '38:46.1', 36.773280530693725, 95.77079656559343, 114, 78, 22, 'Female', 70.06583304762628, 1.545440101100906, 0.072927089, 36, 29.336070162616057, 90, 'High Risk'),
(139157, 70, 17, '37:46.1', 36.45422552397849, 97.35380367111503, 138, 83, 67, 'Male', 87.04577200903479, 1.7351798811504942, 0.056283874, 55, 28.91070447243998, 101.33333333333333, 'Low Risk'),
(139158, 70, 18, '36:46.1', 37.32638555868159, 95.69091356, 128, 72, 21, 'Female', 60.979730650748415, 1.6441679113081757, 0.10641158342159807, 56, 22.557614257472025, 90.66666666666666, 'Low Risk'),
(139159, 78, 15, '35:46.1', 36.08750417093438, 97.21693144000835, 125, 70, 68, 'Female', 64.21752440567526, 1.5966675443413356, 0.1430384085873137, 55, 25.18979102489503, 88.33333333333333, 'Low Risk'),
(139160, 62, 13, '34:46.1', 37.16670811350242, 98.03840840685689, 123, 81, 62, 'Male', 73.82711078764166, 1.8025904568330624, 0.080018264, 42, 22.720701584295316, 95, 'Low Risk'),
(139161, 74, 14, '33:46.1', 36.82567302781467, 96.53043047052894, 138, 74, 82, 'Female', 52.10913317340823, 1.7815099121993132, 0.078173394, 64, 16.41864688656269, 95.33333333333333, 'High Risk'),
(139162, 60, 16, '32:46.1', 37.31700519175481, 96.56962298123509, 122, 84, 74, 'Male', 68.74558230927168, 1.619323849423829, 0.09732288, 38, 26.216660529014046, 96.66666666666667, 'Low Risk'),
(139163, 61, 12, '31:46.1', 36.51637375, 96.16540402566433, 110, 73, 31, 'Female', 72.19369866, 1.7017277254724155, 0.07794118, 37, 24.929820011819004, 85.33333333333333, 'Low Risk'),
(139164, 93, 16, '30:46.1', 36.26999927946434, 98.47701479699546, 135, 77, 74, 'Male', 98.38375447211138, 1.508521425065235, 0.1291255669257143, 58, 43.233503073182625, 96.33333333333333, 'High Risk'),
(139165, 64, 18, '29:46.1', 36.631013609944404, 99.15565694, 126, 86, 54, 'Female', 88.99471088476044, 1.8376444244063195, 0.089155323, 40, 26.353677927545743, 99.33333333333333, 'Low Risk'),
(139166, 93, 18, '28:46.1', 37.44844599866422, 96.68035346661021, 113, 72, 49, 'Female', 94.74931034139168, 1.7290634214682528, 0.08979041, 41, 31.69233302239858, 85.66666666666667, 'High Risk'),
(139167, 82, 19, '27:46.1', 37.254281392983906, 95.94886649635654, 127, 86, 85, 'Female', 72.13933706562203, 1.923033904085387, 0.14907717972479975, 41, 19.50734948674506, 99.66666666666667, 'Low Risk'),
(139168, 65, 19, '26:46.1', 36.49965869838238, 99.65001452, 112, 84, 56, 'Male', 98.45201682613776, 1.9851750315387946, 0.050218323382346323, 28, 24.981988768692478, 93.33333333333333, 'Low Risk'),
(139169, 94, 18, '25:46.1', 36.47455690911526, 98.74364686, 127, 87, 30, 'Male', 57.68708799, 1.8732200546670459, 0.12746857525470723, 40, 16.43996994359607, 100.33333333333333, 'High Risk'),
(139170, 60, 15, '24:46.1', 36.69757725308984, 99.78043688506997, 136, 83, 30, 'Male', 65.11685847323861, 1.5074605080458419, 0.086429715, 53, 28.655075243121136, 100.66666666666666, 'Low Risk'),
(139171, 78, 13, '23:46.1', 37.142210706520785, 96.23524401862926, 130, 89, 68, 'Female', 91.98437160697893, 1.7977023216858274, 0.12399374787487902, 41, 28.46285675979647, 102.66666666666667, 'Low Risk'),
(139172, 94, 19, '22:46.1', 36.87363569916853, 98.50209558088844, 131, 76, 74, 'Male', 58.61007368917142, 1.7026958049589809, 0.098728463, 55, 20.216135292291987, 94.33333333333333, 'High Risk'),
(139173, 88, 12, '21:46.1', 37.03291333528796, 99.10570803404195, 112, 73, 71, 'Male', 96.51696315302442, 1.9882820898397395, 0.070567314, 39, 24.414489497962727, 86, 'Low Risk'),
(139174, 62, 13, '20:46.1', 37.46856480238096, 97.22408181578945, 127, 71, 79, 'Male', 86.84132508266586, 1.5856091951767797, 0.086439859, 56, 34.540938242208966, 89.66666666666666, 'High Risk'),
(139175, 63, 12, '19:46.1', 36.569499728454225, 97.67611810713497, 137, 80, 78, 'Male', 83.88728262761826, 1.8817639327087123, 0.070288935, 57, 23.69004283, 99, 'Low Risk'),
(139176, 82, 16, '18:46.1', 36.28552865008816, 98.21449931587146, 138, 74, 53, 'Male', 85.97141462666269, 1.7092585335128638, 0.05649894, 64, 29.426496566989297, 95.33333333333333, 'Low Risk'),
(139177, 91, 14, '17:46.1', 36.444948559546425, 95.11117817536613, 134, 80, 31, 'Male', 82.15029856, 1.741116160920638, 0.066282509, 54, 27.099024206068638, 98, 'High Risk'),
(139178, 89, 12, '16:46.1', 37.24418603712062, 95.60716582, 122, 79, 23, 'Male', 53.000234889091466, 1.8056406877025764, 0.080829287, 43, 16.256053858419854, 93.33333333333333, 'High Risk'),
(139179, 97, 12, '15:46.1', 36.08961827592421, 97.35579129580664, 118, 79, 67, 'Male', 59.71180485599835, 1.8218010459210439, 0.11595051573623195, 39, 17.991124307322906, 92, 'High Risk'),
(139180, 85, 17, '14:46.1', 37.22884389004186, 97.66356775, 138, 73, 84, 'Female', 73.12039303144813, 1.8864775480640115, 0.097288336, 65, 20.54637619110285, 94.66666666666666, 'Low Risk'),
(139181, 67, 15, '13:46.1', 37.277724216802696, 99.78026890547162, 118, 88, 22, 'Female', 60.878435393000174, 1.5281660535229316, 0.067916375, 30, 26.068880792076644, 98, 'Low Risk'),
(139182, 64, 17, '12:46.1', 37.48145676234865, 99.72554725, 129, 74, 88, 'Male', 58.676863146581226, 1.7597961017336283, 0.080613469, 55, 18.947075506796626, 92.33333333333333, 'Low Risk'),
(139183, 70, 13, '11:46.1', 36.79600967655791, 99.92970358630545, 117, 84, 60, 'Female', 65.48685558824872, 1.5582452283735095, 0.11208566470827064, 33, 26.970098123642767, 95, 'Low Risk'),
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(139361, 91, 12, '13:46.1', 37.281099890565464, 95.55373182101819, 139, 79, 28, 'Female', 90.11927786083814, 1.8464916533425382, 0.064958237, 60, 26.43157273, 99, 'High Risk'),
(139362, 62, 19, '12:46.1', 36.568240954464684, 96.21052912299768, 118, 81, 19, 'Female', 97.84255141778223, 1.8914184465256905, 0.065921366, 37, 27.34969758817885, 93.33333333333333, 'Low Risk'),
(139363, 97, 18, '11:46.1', 37.15415102375182, 99.29276321623773, 139, 71, 88, 'Female', 95.35586770704968, 1.975321137034023, 0.074521096, 68, 24.438356761849523, 93.66666666666666, 'High Risk'),
(139364, 98, 12, '10:46.1', 36.26244571741174, 98.56536405927055, 129, 88, 86, 'Female', 56.52294926905218, 1.8965323566092551, 0.1193638579555215, 41, 15.714635113536163, 101.66666666666667, 'High Risk'),
(139365, 89, 17, '09:46.1', 36.028451205895585, 99.06065855, 126, 73, 41, 'Male', 80.69907387023765, 1.8419638818599782, 0.10992939980521299, 53, 23.785173870420866, 90.66666666666666, 'Low Risk'),
(139366, 72, 13, '08:46.1', 36.85421810916775, 96.36782132, 136, 76, 35, 'Male', 53.500688989057416, 1.550991461323123, 0.1410464801333599, 60, 22.240295903440526, 96, 'Low Risk'),
(139367, 90, 18, '07:46.1', 37.15386987211605, 99.00508798648313, 137, 80, 72, 'Female', 52.568512033766915, 1.577583851948265, 0.14802830408187057, 57, 21.122279248883224, 99, 'Low Risk'),
(139368, 91, 17, '06:46.1', 36.00864683976731, 98.10611713817813, 135, 85, 83, 'Male', 60.63486273107816, 1.9841040412812085, 0.063260151, 50, 15.402581495522321, 101.66666666666666, 'High Risk'),
(139369, 68, 19, '05:46.1', 36.36048723789792, 98.53003030972259, 131, 70, 81, 'Male', 66.51223153851134, 1.9493512291863426, 0.061491754, 61, 17.503356021234477, 90.33333333333333, 'High Risk'),
(139370, 92, 12, '04:46.1', 37.46779912506794, 96.33125220288615, 113, 84, 40, 'Male', 63.67766298457426, 1.7072713748780495, 0.10887902848493608, 29, 21.84650651391373, 93.66666666666667, 'High Risk'),
(139371, 69, 12, '03:46.1', 36.036441418288234, 98.38603037168329, 114, 73, 79, 'Female', 80.19334762600751, 1.7645415343789357, 0.11519199762672516, 41, 25.75577203333246, 86.66666666666667, 'Low Risk'),
(139372, 64, 14, '02:46.1', 37.04361357984013, 97.90549323021959, 130, 88, 49, 'Male', 60.15628316559153, 1.7609826785400307, 0.1409961243353518, 42, 19.39861959, 102, 'Low Risk'),
(139373, 82, 18, '01:46.1', 36.859335781654686, 96.97501351831858, 132, 70, 59, 'Male', 74.59174768267522, 1.5212206123353202, 0.078467314, 62, 32.23341947266764, 90.66666666666666, 'High Risk'),
(139374, 98, 13, '00:46.1', 36.83918838773861, 96.06629210793928, 123, 85, 20, 'Male', 95.35983700245342, 1.5681028172360987, 0.1401645985769327, 38, 38.78077018713538, 97.66666666666667, 'High Risk'),
(139375, 99, 17, '59:46.1', 36.62930684399991, 98.15172826, 136, 78, 37, 'Female', 59.03432322276122, 1.93392794, 0.12899375517970743, 58, 15.784252258871044, 97.33333333333333, 'High Risk'),
(139376, 90, 12, '58:46.1', 37.070217532341516, 95.88052596017491, 122, 75, 28, 'Female', 74.11616310690069, 1.8191224381567384, 0.092951596, 47, 22.396959615126587, 90.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(139377, 86, 12, '57:46.1', 37.213207660688624, 99.30031047972842, 128, 83, 67, 'Female', 78.87009756775424, 1.7427172461186822, 0.11339999967730051, 45, 25.969196945261395, 98, 'Low Risk'),
(139378, 89, 18, '56:46.1', 36.776628281620084, 99.79553318, 126, 79, 87, 'Female', 62.779382134311945, 1.6878370110428242, 0.085663967, 47, 22.037180320526726, 94.66666666666667, 'Low Risk'),
(139379, 87, 16, '55:46.1', 36.99351615564953, 95.42401622784945, 110, 73, 57, 'Male', 77.78955608112683, 1.5234888616449767, 0.1013053130462652, 37, 33.51527029916743, 85.33333333333333, 'High Risk'),
(139380, 86, 15, '54:46.1', 37.07328977410686, 98.36877126860382, 134, 75, 62, 'Female', 50.5138843, 1.996083961427451, 0.11667247331638382, 59, 12.678070280493074, 94.66666666666666, 'High Risk'),
(139381, 63, 17, '53:46.1', 36.57858298531468, 98.95172647889865, 119, 72, 72, 'Female', 62.495618549427704, 1.9410738878240816, 0.11841410515669039, 47, 16.58690801467375, 87.66666666666667, 'High Risk'),
(139382, 93, 15, '52:46.1', 36.13378510604482, 98.04434512827748, 137, 77, 63, 'Male', 60.16811088009079, 1.5366810126387862, 0.1359273015021954, 60, 25.479970787681687, 97, 'High Risk'),
(139383, 86, 18, '51:46.1', 36.74340062130297, 95.56735803948578, 139, 89, 65, 'Female', 77.83807949864081, 1.9333119948391755, 0.10898892306907537, 50, 20.825153975531105, 105.66666666666666, 'Low Risk'),
(139384, 83, 13, '50:46.1', 36.154198425713496, 96.98804006235194, 132, 76, 30, 'Male', 94.34923254985463, 1.587842619570049, 0.11231371383541482, 56, 37.42169565686156, 94.66666666666666, 'High Risk'),
(139385, 95, 12, '49:46.1', 36.23379686169728, 96.72215609203657, 114, 82, 21, 'Female', 84.81550189461308, 1.7639478070133077, 0.14146155541018848, 32, 27.258614317055898, 92.66666666666667, 'High Risk'),
(139386, 66, 15, '48:46.1', 36.89553581282387, 99.39648013238136, 125, 87, 56, 'Male', 63.69206029, 1.910559059107262, 0.066998456, 38, 17.448751727351063, 99.66666666666667, 'High Risk'),
(139387, 97, 18, '47:46.1', 36.641777457387334, 98.73344805656117, 110, 85, 54, 'Female', 69.07342516499983, 1.9558826166036642, 0.10354464946989556, 25, 18.056160995580704, 93.33333333333333, 'High Risk'),
(139388, 82, 13, '46:46.1', 37.321594499964974, 95.43629516959254, 115, 82, 41, 'Female', 72.20367168964862, 1.5458374753638835, 0.089254903, 33, 30.215627624473765, 93, 'High Risk'),
(139389, 60, 19, '45:46.1', 36.32521379444325, 95.31490474057239, 135, 76, 79, 'Male', 87.44312693032177, 1.6340114134968708, 0.14059620127243888, 59, 32.750316994700356, 95.66666666666666, 'High Risk'),
(139390, 92, 14, '44:46.1', 37.04087274718474, 98.54629994483092, 127, 77, 86, 'Male', 60.655271500356164, 1.7410509464302166, 0.080361828, 50, 20.009931036913354, 93.66666666666666, 'High Risk'),
(139391, 81, 19, '43:46.1', 37.293549105789054, 96.28946407634989, 114, 71, 30, 'Female', 50.39508973447805, 1.5865252587637144, 0.11454940602113427, 43, 20.021390729384905, 85.33333333333333, 'Low Risk'),
(139392, 92, 14, '42:46.1', 37.10804980710065, 95.86180917073493, 131, 83, 76, 'Female', 77.20473215802569, 1.5619155570222016, 0.11668201755729674, 48, 31.646728370732838, 99, 'High Risk'),
(139393, 80, 12, '41:46.1', 36.97576804063227, 96.60829611399006, 124, 75, 40, 'Male', 93.41571132, 1.5116483553475297, 0.070967582, 49, 40.88070467837361, 91.33333333333333, 'High Risk'),
(139394, 81, 12, '40:46.1', 36.11468175384915, 96.61542441, 132, 71, 55, 'Male', 83.00049149678424, 1.644775679758987, 0.14096824733991714, 61, 30.680844719979792, 91.33333333333333, 'High Risk'),
(139395, 86, 17, '39:46.1', 37.20597522760747, 98.84958748582734, 120, 81, 18, 'Male', 65.55234786797135, 1.7366567773872201, 0.14308002891633104, 39, 21.73503081, 94, 'Low Risk'),
(139396, 99, 15, '38:46.1', 36.106171660385336, 96.62508856, 118, 84, 43, 'Male', 75.42703203944592, 1.7901983543971944, 0.05099491, 34, 23.535569520236027, 95.33333333333333, 'High Risk'),
(139397, 67, 16, '37:46.1', 36.482640279842585, 98.69065390498612, 126, 85, 37, 'Male', 94.77105459105002, 1.876262282551668, 0.1100988630494357, 41, 26.920840616912383, 98.66666666666667, 'Low Risk'),
(139398, 92, 19, '36:46.1', 36.35983846, 95.87443579229121, 136, 77, 41, 'Male', 76.85447424089855, 1.6904415067267795, 0.11161151749925623, 59, 26.89483352600284, 96.66666666666666, 'High Risk'),
(139399, 72, 12, '35:46.1', 37.41950802112355, 97.82887251805047, 111, 70, 69, 'Male', 57.934611141667766, 1.5970318095056828, 0.12746502911912677, 41, 22.71490702, 83.66666666666667, 'Low Risk'),
(139400, 88, 17, '34:46.1', 36.63340544261492, 99.13793134189999, 139, 83, 27, 'Female', 97.36121349067236, 1.6724755186412412, 0.061856269, 56, 34.80698767554123, 101.66666666666666, 'High Risk'),
(139401, 89, 18, '33:46.1', 37.47339823828983, 97.16789632850214, 139, 73, 59, 'Female', 75.45826523573857, 1.5073542473448391, 0.086142887, 66, 33.210556930627234, 95, 'High Risk'),
(139402, 85, 18, '32:46.1', 36.19115847038949, 99.51225238410447, 134, 89, 58, 'Female', 96.43167975, 1.5922949214320512, 0.095054254, 45, 38.03406216096168, 104, 'High Risk'),
(139403, 70, 17, '31:46.1', 36.85809318595356, 96.41194556967399, 139, 72, 33, 'Male', 82.76786297227828, 1.8289596000260118, 0.077059653, 67, 24.743066206303563, 94.33333333333333, 'Low Risk'),
(139404, 75, 15, '30:46.1', 36.40526973369912, 95.51616559539154, 128, 75, 33, 'Female', 64.70134494653179, 1.6769970193986063, 0.069899347, 53, 23.006403212388246, 92.66666666666666, 'Low Risk'),
(139405, 91, 13, '29:46.1', 37.445076831099556, 96.35356690713732, 138, 83, 61, 'Male', 82.13372007805704, 1.553091160561914, 0.067306936, 55, 34.050821804372184, 101.33333333333333, 'High Risk'),
(139406, 63, 15, '28:46.1', 36.05523121643335, 98.53384413417604, 137, 84, 88, 'Female', 61.36451613730461, 1.5192308420365088, 0.12291403664692171, 53, 26.587027035997007, 101.66666666666666, 'Low Risk'),
(139407, 73, 14, '27:46.1', 36.39524524063413, 97.88499400117139, 122, 87, 37, 'Female', 52.74966372953624, 1.7479936290098854, 0.13433233924753424, 35, 17.263943443807445, 98.66666666666667, 'High Risk'),
(139408, 97, 15, '26:46.1', 36.21874051, 98.88567982432095, 122, 70, 51, 'Female', 83.83592291560333, 1.5402264974867517, 0.1195902188827999, 52, 35.33954621435815, 87.33333333333333, 'High Risk'),
(139409, 68, 13, '25:46.1', 36.156999602913004, 98.92505077, 110, 84, 29, 'Male', 62.25940203924284, 1.7242005537172354, 0.13728882157846184, 26, 20.9425415, 92.66666666666667, 'Low Risk'),
(139410, 80, 14, '24:46.1', 36.95934341660367, 95.26405917868604, 113, 83, 21, 'Female', 89.41979966508977, 1.7715753187434689, 0.10055330310858762, 30, 28.49144331747056, 93, 'Low Risk'),
(139411, 96, 13, '23:46.1', 36.706800035836395, 98.08589049793939, 136, 86, 28, 'Male', 55.22513069095661, 1.9766306742047748, 0.097547449, 50, 14.134670568653625, 102.66666666666666, 'High Risk'),
(139412, 73, 18, '22:46.1', 36.83537545026753, 95.00792167655771, 126, 88, 38, 'Female', 94.29613321656745, 1.7805614807943624, 0.14185617318051574, 38, 29.742668874801357, 100.66666666666667, 'Low Risk'),
(139413, 93, 15, '21:46.1', 36.68651696635445, 99.44715541, 132, 73, 74, 'Female', 64.44237224642278, 1.6292551991969197, 0.093699183, 59, 24.27690328, 92.66666666666666, 'High Risk'),
(139414, 78, 19, '20:46.1', 36.611236900387524, 98.27848369, 116, 77, 50, 'Male', 91.21752822624578, 1.6811675000770387, 0.1408410717771184, 39, 32.27426259528828, 90, 'High Risk'),
(139415, 61, 12, '19:46.1', 37.202859627050366, 95.45344817, 110, 79, 80, 'Female', 70.35361112843061, 1.5848084002684673, 0.062673084, 31, 28.01127420510571, 89.33333333333333, 'Low Risk'),
(139416, 69, 15, '18:46.1', 36.177629931556524, 97.92923528100417, 136, 77, 61, 'Male', 91.17422097722357, 1.7778775712567656, 0.087039668, 59, 28.844854920707938, 96.66666666666666, 'Low Risk'),
(139417, 74, 18, '17:46.1', 37.38073157938978, 95.39597953134256, 128, 85, 67, 'Female', 80.32308752, 1.668214276759471, 0.073851508, 43, 28.8626848, 99.33333333333333, 'Low Risk'),
(139418, 99, 15, '16:46.1', 37.11496215722179, 99.56784990205871, 129, 80, 47, 'Female', 60.483007084554515, 1.726506668972728, 0.14352155256438498, 49, 20.290691819745863, 96.33333333333333, 'High Risk'),
(139419, 84, 19, '15:46.1', 36.63211094190116, 97.77341106562953, 137, 89, 88, 'Female', 55.245694850759115, 1.715590962, 0.085659477, 48, 18.770288210920747, 105, 'Low Risk'),
(139420, 85, 18, '14:46.1', 36.617077749420126, 95.38639156554764, 129, 71, 55, 'Male', 65.76581683092859, 1.9140550404298247, 0.075521426, 58, 17.951112730117583, 90.33333333333333, 'High Risk'),
(139421, 63, 19, '13:46.1', 36.008784417235724, 98.32276469891421, 133, 76, 73, 'Male', 64.21218552258445, 1.8243177553610075, 0.13575995434893695, 57, 19.293742671060226, 95, 'Low Risk'),
(139422, 61, 15, '12:46.1', 36.55288211693048, 98.19650585172215, 138, 85, 85, 'Male', 78.85863561812158, 1.9026062393355665, 0.076162252, 53, 21.784692073313273, 102.66666666666666, 'Low Risk'),
(139423, 88, 14, '11:46.1', 37.39388763995516, 95.40061827040613, 131, 84, 42, 'Female', 56.91652257515506, 1.5596238139056935, 0.066448706, 47, 23.399072472693213, 99.66666666666667, 'Low Risk'),
(139424, 68, 12, '10:46.1', 37.07567726933279, 97.16787738826956, 115, 75, 36, 'Male', 56.141632380756874, 1.8081747318155559, 0.091121709, 40, 17.171342240949492, 88.33333333333333, 'High Risk'),
(139425, 76, 17, '09:46.1', 37.15184990933678, 99.76065786474751, 136, 70, 40, 'Female', 75.55361742096953, 1.970912862361202, 0.10526051906488684, 66, 19.450036254783036, 92, 'Low Risk'),
(139426, 65, 12, '08:46.1', 36.40411282026689, 96.28490494993264, 137, 77, 39, 'Female', 83.61008861158288, 1.540128449205476, 0.1405571011264273, 60, 35.24883739236032, 97, 'High Risk'),
(139427, 69, 17, '07:46.1', 36.21832386790178, 98.66565551673452, 116, 88, 87, 'Male', 56.62762092679763, 1.7405552429838798, 0.1328420928548562, 28, 18.69186744809789, 97.33333333333333, 'Low Risk'),
(139428, 99, 12, '06:46.1', 36.00271500128277, 99.21572975632897, 131, 77, 77, 'Male', 67.69801336377725, 1.5891627884702941, 0.087062627, 54, 26.80644050341875, 95, 'High Risk'),
(139429, 98, 18, '05:46.1', 36.88227306100852, 95.44277165788836, 122, 78, 61, 'Female', 86.65027680125048, 1.5570078355374681, 0.050697831, 44, 35.74278247821744, 92.66666666666667, 'High Risk'),
(139430, 90, 16, '04:46.1', 37.456833089156156, 95.95899588182418, 137, 88, 42, 'Female', 61.152225598019065, 1.5667591394680227, 0.098397117, 49, 24.911954039851654, 104.33333333333333, 'Low Risk'),
(139431, 80, 14, '03:46.1', 36.290362055257084, 96.33884979, 121, 87, 18, 'Female', 63.00927919221016, 1.5745618347798263, 0.11724768804611647, 34, 25.414704845781753, 98.33333333333333, 'Low Risk'),
(139432, 96, 13, '02:46.1', 37.29724817774342, 95.19194167916687, 117, 78, 82, 'Male', 79.94096912454691, 1.5113699913045098, 0.1069925725910223, 39, 34.99675837502404, 91, 'High Risk'),
(139433, 86, 13, '01:46.1', 36.738322778075336, 97.69315716263915, 128, 75, 72, 'Female', 89.37772247353143, 1.5143696509015592, 0.1287303861086902, 53, 38.97314819030008, 92.66666666666666, 'High Risk'),
(139434, 95, 18, '00:46.1', 36.77263298288524, 97.42587926322672, 126, 72, 67, 'Male', 82.88076482819297, 1.7415627989796054, 0.10014405234219334, 54, 27.32596272140126, 90, 'High Risk'),
(139435, 99, 12, '59:46.1', 37.26285176517102, 98.31115744874054, 135, 76, 20, 'Female', 64.38155738264952, 1.9074289551544317, 0.056518142266689365, 59, 17.69557731403639, 95.66666666666666, 'High Risk'),
(139436, 85, 17, '58:46.1', 36.89696029875279, 96.00555355613724, 113, 72, 89, 'Male', 60.501486879553845, 1.9964263597637146, 0.078471864, 41, 15.179569576287276, 85.66666666666667, 'High Risk'),
(139437, 74, 17, '57:46.1', 36.17282249014965, 97.13252513737746, 126, 86, 28, 'Male', 80.63005311, 1.6330379733978737, 0.10176439520617178, 40, 30.23461053441114, 99.33333333333333, 'High Risk'),
(139438, 82, 13, '56:46.1', 36.94172284876819, 99.40138868346604, 121, 89, 25, 'Male', 84.28942459604394, 1.9212964694742056, 0.11419259017918072, 32, 22.83412214, 99.66666666666667, 'Low Risk'),
(139439, 62, 13, '55:46.1', 36.22424979, 98.78380717334024, 110, 80, 25, 'Male', 99.09900044153983, 1.7779506912604068, 0.10410888555875183, 30, 31.349444477556283, 90, 'High Risk'),
(139440, 73, 19, '54:46.1', 37.03342380118446, 96.42644334531451, 131, 72, 23, 'Female', 96.78040821191539, 1.9642123559219853, 0.12775023279921888, 59, 25.084795929066345, 91.66666666666666, 'Low Risk'),
(139441, 99, 15, '53:46.1', 36.8995932, 97.71051548446577, 131, 88, 78, 'Female', 90.29659286, 1.798364708689588, 0.12353453378996047, 43, 27.920026157375208, 102.33333333333333, 'High Risk'),
(139442, 97, 14, '52:46.1', 37.23730862659284, 96.01487682610325, 129, 86, 66, 'Male', 78.13544163011694, 1.6556158072562353, 0.08761355, 43, 28.50551834853883, 100.33333333333333, 'High Risk'),
(139443, 84, 18, '51:46.1', 37.461406447153145, 95.60377709344812, 116, 85, 88, 'Female', 75.81913301769593, 1.5012749499453202, 0.071350593, 31, 33.64018208477335, 95.33333333333333, 'High Risk'),
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(139619, 66, 15, '55:46.1', 36.59344755864193, 97.89044527959517, 122, 74, 64, 'Female', 50.77733189468242, 1.8383016180176184, 0.07717223, 48, 15.02575620739865, 90, 'High Risk'),
(139620, 83, 19, '54:46.1', 36.977319184645424, 96.93595844139502, 132, 85, 42, 'Female', 58.23350608256871, 1.5486168774160813, 0.13039076166982227, 47, 24.282028386299395, 100.66666666666667, 'Low Risk'),
(139621, 64, 12, '53:46.1', 36.506815946523744, 97.79818661, 117, 81, 75, 'Female', 82.70001559436372, 1.8533832404965498, 0.14238171790729173, 36, 24.075489637425143, 93, 'Low Risk'),
(139622, 83, 19, '52:46.1', 36.06444806210946, 98.79817267900188, 135, 71, 45, 'Male', 64.17649849150861, 1.9093912746727917, 0.1471849914372353, 64, 17.60297818460276, 92.33333333333333, 'High Risk'),
(139623, 97, 14, '51:46.1', 36.589649661007904, 96.74301252543401, 120, 82, 58, 'Male', 88.00719930189965, 1.8720815372007382, 0.051769829, 38, 25.11127013618969, 94.66666666666667, 'High Risk'),
(139624, 94, 13, '50:46.1', 36.96124795135482, 99.31667877547434, 126, 86, 46, 'Female', 69.92607225304161, 1.7110393811284017, 0.14849839739676712, 40, 23.88466332631346, 99.33333333333333, 'High Risk'),
(139625, 75, 18, '49:46.1', 37.02112295, 99.76880920813038, 110, 73, 48, 'Male', 79.23635654384248, 1.7785019657310548, 0.10356824893400224, 37, 25.050465379950197, 85.33333333333333, 'Low Risk'),
(139626, 92, 14, '48:46.1', 36.12372758016479, 99.38345815274624, 132, 80, 41, 'Male', 84.05518129381446, 1.5734428846944835, 0.14791541645772135, 52, 33.951778079696034, 97.33333333333333, 'High Risk'),
(139627, 88, 15, '47:46.1', 36.673764035805064, 99.99105534, 133, 84, 42, 'Male', 73.59225300009072, 1.6955497655991438, 0.051442466, 49, 25.598293640188178, 100.33333333333333, 'Low Risk'),
(139628, 61, 12, '46:46.1', 36.48667279055301, 97.79354652534998, 125, 88, 85, 'Female', 89.10696767673755, 1.811066387670858, 0.10496530412252217, 37, 27.167077646626943, 100.33333333333333, 'Low Risk'),
(139629, 78, 12, '45:46.1', 36.66875517706833, 99.70907490690563, 111, 74, 70, 'Male', 60.35685966746593, 1.710056104653028, 0.077824749, 37, 20.639820552237513, 86.33333333333333, 'Low Risk'),
(139630, 67, 18, '44:46.1', 36.11654929152996, 98.13754923343672, 135, 81, 82, 'Male', 56.589071970802436, 1.6601395313446052, 0.053900506029995604, 54, 20.532573660250126, 99, 'Low Risk'),
(139631, 66, 19, '43:46.1', 37.45662327392404, 98.34380802516031, 132, 75, 87, 'Female', 85.70733989792683, 1.7939635657557331, 0.10955478557041473, 57, 26.631202626055632, 94, 'Low Risk'),
(139632, 83, 16, '42:46.1', 36.301145904037824, 95.50107470146318, 123, 75, 18, 'Female', 73.76676915560752, 1.8819466538079763, 0.12487251424533162, 48, 20.827931723627138, 91, 'Low Risk'),
(139633, 98, 14, '41:46.1', 36.46052335520056, 99.46284273535905, 129, 83, 41, 'Male', 95.37950831206892, 1.9761559275406666, 0.12257447390183472, 46, 24.423767693687722, 98.33333333333333, 'High Risk'),
(139634, 78, 14, '40:46.1', 37.09864718, 95.71222528838068, 116, 85, 86, 'Female', 66.02134497544913, 1.8274032500612636, 0.07231352, 31, 19.770405705967026, 95.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(139635, 91, 15, '39:46.1', 36.04340765, 96.85354670016702, 125, 71, 61, 'Male', 97.54782071, 1.5462209498395703, 0.1475477233312784, 54, 40.801343610729454, 89, 'High Risk'),
(139636, 79, 12, '38:46.1', 36.13237669586502, 98.23577122268019, 130, 84, 74, 'Female', 55.44136174874552, 1.9788899341791784, 0.114437222, 46, 14.157631690416853, 99.33333333333333, 'High Risk'),
(139637, 67, 16, '37:46.1', 36.21914128967156, 98.87851738584025, 118, 78, 27, 'Male', 77.58776689035719, 1.8751027656599237, 0.13563273363811063, 40, 22.066990271785457, 91.33333333333333, 'Low Risk'),
(139638, 81, 15, '36:46.1', 36.83757833, 96.88971833846712, 122, 88, 68, 'Female', 87.21804241991072, 1.5203348082492298, 0.13864146458436072, 34, 37.73356662119094, 99.33333333333333, 'High Risk'),
(139639, 76, 13, '35:46.1', 36.16864872, 95.25960495835146, 128, 81, 88, 'Male', 75.71463067663308, 1.9512410704681376, 0.072464808, 47, 19.88648152507884, 96.66666666666667, 'Low Risk'),
(139640, 94, 16, '34:46.1', 37.047124163759634, 99.19990136495574, 125, 84, 36, 'Male', 63.84320543320287, 1.8284848062064705, 0.1251356753204952, 41, 19.095541223722744, 97.66666666666667, 'High Risk'),
(139641, 73, 12, '33:46.1', 36.77048049674083, 96.79546826523263, 116, 74, 29, 'Female', 67.19640282909724, 1.656669553639866, 0.099154493, 42, 24.483541801439124, 88, 'Low Risk'),
(139642, 65, 15, '32:46.1', 36.08751669, 97.10879375339252, 138, 85, 81, 'Female', 52.56559849676092, 1.5904968048714345, 0.1349709921166686, 53, 20.779543935737554, 102.66666666666666, 'Low Risk'),
(139643, 91, 12, '31:46.1', 36.181823918594475, 97.60266835875628, 117, 82, 24, 'Female', 77.07447024146715, 1.6609167509321412, 0.064037979, 35, 27.93925478251681, 93.66666666666667, 'High Risk'),
(139644, 92, 17, '30:46.1', 37.385706125326706, 96.15103314, 137, 87, 23, 'Male', 54.79862866476712, 1.8463654073236824, 0.057224841, 50, 16.074385548768888, 103.66666666666666, 'High Risk'),
(139645, 64, 18, '29:46.1', 36.59189967003681, 96.63906768231692, 139, 75, 76, 'Male', 74.77048237, 1.5007366932376358, 0.13759059123500222, 64, 33.198707806353454, 96.33333333333333, 'High Risk'),
(139646, 64, 19, '28:46.1', 36.57727225096707, 96.35949047753833, 139, 83, 32, 'Male', 99.43784458986374, 1.874983284650654, 0.057638829, 56, 28.285046772936138, 101.66666666666666, 'Low Risk'),
(139647, 79, 13, '27:46.1', 36.63277448100003, 96.99209602147725, 122, 82, 58, 'Male', 92.47644773644564, 1.6479618764981063, 0.098159818, 40, 34.05154469227292, 95.33333333333333, 'High Risk'),
(139648, 67, 13, '26:46.1', 36.48692254779067, 97.66384412334966, 128, 75, 75, 'Female', 76.98175321119552, 1.7618639204567503, 0.11780339471914593, 53, 24.79950848315015, 92.66666666666666, 'Low Risk'),
(139649, 84, 17, '25:46.1', 36.35897040502336, 95.28438154194336, 136, 75, 70, 'Female', 79.29993337585537, 1.9885413184161767, 0.1103195316860788, 61, 20.05411882260901, 95.33333333333333, 'Low Risk'),
(139650, 67, 18, '24:46.1', 36.35793266395886, 97.73533826963397, 114, 85, 27, 'Male', 88.81565977708053, 1.637267446160541, 0.1290543937930794, 29, 33.13220140658162, 94.66666666666667, 'High Risk'),
(139651, 92, 15, '23:46.1', 36.90549392591514, 96.2071524, 122, 83, 65, 'Female', 53.321062909316424, 1.7651194932452428, 0.11454114437067672, 39, 17.113962492165044, 96, 'High Risk'),
(139652, 89, 16, '22:46.1', 36.65939687477412, 99.31764245751192, 122, 86, 30, 'Female', 98.97882716216625, 1.6770306757917348, 0.08364218, 36, 35.19332418340402, 98, 'High Risk'),
(139653, 88, 18, '21:46.1', 37.30847621059897, 99.66899742726781, 118, 74, 52, 'Male', 81.57737810158707, 1.6907919515773069, 0.12723667670036087, 44, 28.535757079395577, 88.66666666666667, 'Low Risk'),
(139654, 66, 14, '20:46.1', 37.26305025291439, 96.85670678027117, 124, 85, 44, 'Male', 80.52643969857087, 1.635196299582077, 0.1113447782197533, 39, 30.11609835520692, 98, 'High Risk'),
(139655, 77, 19, '19:46.1', 37.11151138115526, 97.22783673946475, 134, 84, 88, 'Male', 93.87616788302248, 1.8645622054535342, 0.10484195053692195, 50, 27.00235230258669, 100.66666666666666, 'Low Risk'),
(139656, 75, 15, '18:46.1', 36.76398841294427, 97.29116692317156, 115, 76, 60, 'Male', 79.86385816883265, 1.6760587066162844, 0.073571494, 39, 28.42967100824101, 89, 'Low Risk'),
(139657, 78, 12, '17:46.1', 36.942536616900384, 98.68408070884858, 113, 79, 86, 'Female', 96.16247654538125, 1.5383428151411764, 0.1333079588245358, 34, 40.634917704491436, 90.33333333333333, 'High Risk'),
(139658, 70, 17, '16:46.1', 36.86614009066384, 98.37693107651788, 123, 78, 61, 'Female', 93.20405789820961, 1.6113721471361244, 0.090123603, 45, 35.89575695250614, 93, 'High Risk'),
(139659, 98, 14, '15:46.1', 36.086913369620575, 96.16762405599594, 115, 73, 37, 'Male', 95.60673464199772, 1.8426231576345242, 0.12565851885180934, 42, 28.158883795795802, 87, 'High Risk'),
(139660, 90, 13, '14:46.1', 36.93130288497885, 96.44768888500765, 127, 78, 37, 'Female', 95.83125165817131, 1.9626905409964217, 0.079785823, 49, 24.877314791891898, 94.33333333333333, 'Low Risk'),
(139661, 88, 16, '13:46.1', 36.61179349, 98.88001062448429, 110, 80, 51, 'Male', 78.14229387035533, 1.8146361240781732, 0.13890411554593268, 30, 23.730508886306197, 90, 'Low Risk'),
(139662, 98, 16, '12:46.1', 36.699496257575014, 96.59490932769754, 138, 71, 61, 'Male', 75.06071446663283, 1.8597367709658785, 0.094594387, 67, 21.702498644389532, 93.33333333333333, 'High Risk'),
(139663, 95, 14, '11:46.1', 37.457267002998684, 99.09457470355795, 135, 82, 26, 'Female', 51.310323725808445, 1.6444025027920721, 0.10382785676666262, 53, 18.975293256481095, 99.66666666666666, 'High Risk'),
(139664, 95, 14, '10:46.1', 36.67386948738672, 98.55893905772916, 113, 84, 34, 'Male', 83.92754187122063, 1.6637571286791526, 0.087751493, 29, 30.31968219348408, 93.66666666666667, 'High Risk'),
(139665, 64, 16, '09:46.1', 36.24215718184645, 95.08751968365962, 128, 78, 65, 'Male', 77.36075454468254, 1.5556887981738332, 0.052935253, 50, 31.96503968135692, 94.66666666666666, 'High Risk'),
(139666, 86, 19, '08:46.1', 37.13068700242088, 96.03247429, 116, 80, 79, 'Male', 88.64762213, 1.7812616626259703, 0.058600231076272796, 36, 27.939050903321025, 92, 'Low Risk'),
(139667, 90, 13, '07:46.1', 37.298356235800334, 96.65790471163074, 131, 83, 76, 'Male', 59.29040526540606, 1.5566725602145026, 0.097429813, 48, 24.467515871212687, 99, 'Low Risk'),
(139668, 83, 13, '06:46.1', 37.29984241275693, 96.35241219, 115, 87, 41, 'Male', 98.9947829, 1.9931951360772486, 0.13015330485154075, 28, 24.917970659684777, 96.33333333333333, 'Low Risk'),
(139669, 86, 17, '05:46.1', 37.164569000223764, 95.11644183, 124, 73, 74, 'Male', 98.53294102842128, 1.8250341052785262, 0.094939438, 51, 29.58281355576247, 90, 'Low Risk'),
(139670, 63, 19, '04:46.1', 36.08968590102802, 95.34698955327391, 126, 72, 18, 'Male', 85.97988189799561, 1.541012764284145, 0.11768337165951018, 54, 36.20631889199233, 90, 'High Risk'),
(139671, 89, 13, '03:46.1', 36.9779997, 97.85970272857851, 120, 87, 21, 'Male', 68.86763573214024, 1.862177188090158, 0.066579851, 33, 19.859722201900038, 98, 'Low Risk'),
(139672, 71, 16, '02:46.1', 36.358048631045236, 95.4828043, 137, 88, 45, 'Female', 71.50823477313382, 1.5677826468742468, 0.12982153755104936, 49, 29.092721604538774, 104.33333333333333, 'Low Risk'),
(139673, 88, 16, '01:46.1', 37.22577936815871, 99.46964317839218, 138, 82, 45, 'Female', 67.60134594848233, 1.6047300014941428, 0.060444723, 56, 26.251335270874247, 100.66666666666666, 'Low Risk'),
(139674, 65, 18, '00:46.1', 37.485887752896126, 98.74678921459537, 115, 71, 37, 'Male', 78.83533201860267, 1.825582807612141, 0.11007591305709996, 44, 23.654720820109006, 85.66666666666667, 'Low Risk'),
(139675, 88, 17, '59:46.1', 37.45885053386186, 99.79877250659074, 139, 78, 75, 'Male', 88.37250576063255, 1.9634960533766597, 0.086307611, 61, 22.92224256888035, 98.33333333333333, 'Low Risk'),
(139676, 95, 15, '58:46.1', 36.50525843822239, 99.50547177521764, 121, 84, 69, 'Male', 87.30876338518797, 1.5433734699033583, 0.1056580856020212, 37, 36.65352739786294, 96.33333333333333, 'High Risk'),
(139677, 69, 19, '57:46.1', 36.267327689735204, 96.03996693247767, 131, 88, 66, 'Female', 67.96144616, 1.5536874060957093, 0.063666197, 43, 28.153689773346052, 102.33333333333333, 'Low Risk'),
(139678, 83, 16, '56:46.1', 36.461476198063906, 99.01083383070015, 132, 86, 20, 'Female', 66.21388333951188, 1.6431257243611919, 0.11968266638935877, 46, 24.524912664967566, 101.33333333333333, 'Low Risk'),
(139679, 90, 14, '55:46.1', 37.152447728879615, 95.03330707640906, 131, 81, 81, 'Male', 57.15653518751531, 1.950411116079403, 0.14192557064328643, 50, 15.02496839559736, 97.66666666666666, 'High Risk'),
(139680, 72, 17, '54:46.1', 37.463710356603194, 99.24354865975269, 117, 82, 39, 'Male', 61.307314883452904, 1.655196899099158, 0.098871099, 35, 22.377572218609203, 93.66666666666667, 'Low Risk'),
(139681, 69, 17, '53:46.1', 36.082263950434175, 96.76630180506278, 113, 77, 22, 'Male', 70.20445389, 1.6796892334454823, 0.13915867378630942, 36, 24.88323198241048, 89, 'Low Risk'),
(139682, 97, 18, '52:46.1', 36.98018528972987, 95.63733883, 124, 88, 63, 'Male', 51.591093664317796, 1.7218274585972693, 0.14511131143183476, 36, 17.401852198297163, 100, 'High Risk'),
(139683, 75, 16, '51:46.1', 36.79526132991824, 95.04773920983597, 134, 81, 24, 'Female', 80.87349187307154, 1.8342173322206563, 0.12864347113858088, 53, 24.038347504235578, 98.66666666666666, 'Low Risk'),
(139684, 68, 19, '50:46.1', 36.86198926293229, 99.52676371853708, 130, 73, 60, 'Male', 65.70066847, 1.7296362235112799, 0.080514996, 57, 21.961411224812515, 92, 'Low Risk'),
(139685, 61, 19, '49:46.1', 37.43293302031554, 97.97609794657953, 124, 71, 38, 'Female', 97.50385850232864, 1.8929709542281052, 0.11809978963995701, 53, 27.210335831856128, 88.66666666666666, 'Low Risk'),
(139686, 70, 14, '48:46.1', 36.640361887988036, 95.41777941142203, 113, 89, 31, 'Female', 93.77039032400583, 1.7810625773360718, 0.073119482, 24, 29.560199897088225, 97, 'Low Risk'),
(139687, 67, 12, '47:46.1', 36.561841850689795, 98.75352531565632, 132, 73, 19, 'Male', 57.075319, 1.5386967297905447, 0.094814958, 59, 24.10695104536841, 92.66666666666666, 'Low Risk'),
(139688, 89, 12, '46:46.1', 37.44619036, 98.63259859680342, 130, 84, 44, 'Male', 62.825395485335044, 1.6536186033564244, 0.068614245, 46, 22.97547676201882, 99.33333333333333, 'Low Risk'),
(139689, 74, 17, '45:46.1', 36.868462692692255, 98.39941506, 129, 71, 86, 'Female', 89.64674847157265, 1.8693913278581185, 0.076636636, 58, 25.652759809390854, 90.33333333333333, 'Low Risk'),
(139690, 89, 14, '44:46.1', 36.71355343213369, 98.57883512065165, 122, 83, 23, 'Female', 89.46317003138236, 1.8686085031921116, 0.090433868, 39, 25.621682270084936, 96, 'Low Risk'),
(139691, 60, 19, '43:46.1', 37.04328841065974, 95.74284979955985, 131, 86, 38, 'Female', 84.46163406968108, 1.8762537851471215, 0.1467321895163083, 45, 23.992544922226735, 101, 'Low Risk'),
(139692, 73, 15, '42:46.1', 37.24684780313155, 96.83007499526201, 130, 72, 71, 'Female', 59.89493653900027, 1.5284005694305784, 0.10507850332107642, 58, 25.63986460266455, 91.33333333333333, 'Low Risk'),
(139693, 91, 13, '41:46.1', 36.87727237480271, 96.37686959244995, 136, 81, 39, 'Male', 61.62995600821132, 1.6458523145996429, 0.1419211477700374, 55, 22.751505120269318, 99.33333333333333, 'High Risk'),
(139694, 81, 19, '40:46.1', 36.37933922097861, 99.30634444744238, 114, 78, 33, 'Male', 77.62422516383282, 1.6817713164075878, 0.055272009, 36, 27.445010167274695, 90, 'Low Risk'),
(139695, 66, 12, '39:46.1', 36.10716746986404, 99.33844671332443, 118, 74, 66, 'Female', 71.1668471, 1.9325045862647425, 0.10275111253701782, 44, 19.05621566432047, 88.66666666666667, 'Low Risk'),
(139696, 80, 19, '38:46.1', 37.36833148832574, 97.65630182509734, 114, 87, 40, 'Female', 94.77402922739584, 1.6556851788692692, 0.12197094034743612, 27, 34.572741768124224, 96, 'High Risk'),
(139697, 70, 13, '37:46.1', 36.73425188002673, 99.52693784036573, 127, 75, 63, 'Male', 60.171228487141285, 1.7457322669251891, 0.10659843006044437, 52, 19.74392988055415, 92.33333333333333, 'Low Risk'),
(139698, 71, 14, '36:46.1', 36.515041, 96.10478611473701, 132, 72, 76, 'Female', 84.54065787, 1.8595845293505797, 0.072434564, 60, 24.44746168411992, 92, 'Low Risk'),
(139699, 65, 15, '35:46.1', 36.73215087900561, 98.73283553840115, 135, 85, 30, 'Female', 69.99175449304347, 1.7498816979566385, 0.13805368392968276, 50, 22.857540735136915, 101.66666666666666, 'Low Risk'),
(139700, 86, 16, '34:46.1', 36.00753634, 98.33929090794027, 135, 71, 30, 'Female', 54.123470373016865, 1.9587843047110072, 0.091546808, 64, 14.106276902303607, 92.33333333333333, 'High Risk'),
(139701, 92, 13, '33:46.1', 36.597033193845654, 99.98313240033694, 135, 88, 60, 'Female', 83.30913299020854, 1.7532410258484339, 0.090624304, 47, 27.10250077691133, 103.66666666666667, 'High Risk'),
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(139879, 84, 17, '35:46.1', 36.519748959836306, 96.76774811, 125, 80, 60, 'Male', 53.50688083772634, 1.613660166, 0.14127500105360571, 45, 20.548753295332354, 95, 'Low Risk'),
(139880, 98, 14, '34:46.1', 36.90412647672054, 98.64500923864215, 115, 79, 33, 'Female', 73.30243733973532, 1.9958407375448404, 0.092799086, 36, 18.40206878223465, 91, 'High Risk'),
(139881, 77, 14, '33:46.1', 36.48305654098865, 99.93801080184869, 134, 81, 53, 'Male', 65.55462909524734, 1.8222935473629267, 0.086806202, 53, 19.740888238380723, 98.66666666666666, 'Low Risk'),
(139882, 65, 12, '32:46.1', 36.00028217468335, 95.19176111, 113, 86, 65, 'Female', 77.94264497, 1.7862913486017475, 0.071172938, 27, 24.427023472152705, 95, 'Low Risk'),
(139883, 95, 14, '31:46.1', 36.385857344050166, 97.04047090289114, 122, 70, 85, 'Female', 83.71769238, 1.8541202840949906, 0.080110734, 52, 24.352381490837928, 87.33333333333333, 'High Risk'),
(139884, 97, 14, '30:46.1', 36.570260778653854, 99.04371617531773, 121, 76, 80, 'Female', 75.38043233336151, 1.8076341878407027, 0.12794509654213904, 45, 23.06946541646974, 91, 'High Risk'),
(139885, 91, 16, '29:46.1', 36.43311422164899, 99.96717574097855, 131, 83, 68, 'Male', 89.48404111739589, 1.6716632306197796, 0.14468812045261942, 48, 32.021967231911184, 99, 'High Risk'),
(139886, 70, 16, '28:46.1', 36.54905199476828, 95.82345160143865, 127, 88, 85, 'Female', 51.011667225092694, 1.6132090765649867, 0.094720538, 39, 19.60145022964317, 101, 'Low Risk'),
(139887, 80, 12, '27:46.1', 37.27922730160704, 98.16338062594171, 119, 88, 23, 'Female', 68.68300463663618, 1.8917813812829825, 0.13337286648198876, 31, 19.191432462320112, 98.33333333333333, 'Low Risk'),
(139888, 78, 17, '26:46.1', 36.14806581547428, 97.11126628532344, 126, 87, 21, 'Male', 96.17586360587745, 1.5463294652353146, 0.1268623022510385, 39, 40.22184905691648, 100, 'High Risk'),
(139889, 71, 18, '25:46.1', 37.13564804484017, 97.45119407, 122, 80, 86, 'Female', 67.79430923104458, 1.9364675091994703, 0.093596945, 42, 18.07893364340808, 94, 'High Risk'),
(139890, 87, 18, '24:46.1', 36.76119118241498, 95.53389564085977, 119, 87, 84, 'Male', 81.68531540557723, 1.754714294284362, 0.090360614, 32, 26.52962812608661, 97.66666666666667, 'Low Risk'),
(139891, 97, 13, '23:46.1', 37.44048971, 98.29886297, 112, 70, 75, 'Female', 76.66651653367447, 1.7574920144927575, 0.063759892, 42, 24.820984881701428, 84, 'High Risk'),
(139892, 80, 19, '22:46.1', 36.618798726899584, 97.16274811, 125, 72, 67, 'Female', 64.66396260804706, 1.7881898819535005, 0.060179137, 53, 20.22250950710314, 89.66666666666666, 'Low Risk'),
(139893, 72, 14, '21:46.1', 36.07674202619024, 98.38844801, 126, 81, 68, 'Female', 87.33493128569121, 1.5214211652164928, 0.063727715, 45, 37.73019724551819, 96, 'High Risk'),
(139894, 84, 18, '20:46.1', 37.205607953083764, 98.79529938475163, 110, 81, 46, 'Female', 53.56074727298599, 1.5841387800762579, 0.10921803124679652, 29, 21.34323155698285, 90.66666666666667, 'Low Risk'),
(139895, 67, 19, '19:46.1', 36.87497859984551, 99.27182562201486, 127, 82, 34, 'Female', 70.09059067747086, 1.957137148016318, 0.12949032200334487, 45, 18.298572008603475, 97, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(139896, 83, 12, '18:46.1', 36.52690154450575, 96.60509673245737, 127, 85, 29, 'Male', 69.87862789982395, 1.5549117254839682, 0.10618669782688364, 42, 28.902332415983714, 99, 'Low Risk'),
(139897, 85, 14, '17:46.1', 36.285145799727296, 98.18099221, 132, 73, 28, 'Male', 86.76972093595498, 1.9808160210490569, 0.08647045, 59, 22.114642382376665, 92.66666666666666, 'Low Risk'),
(139898, 84, 17, '16:46.1', 36.382235819282634, 98.07961926, 136, 75, 61, 'Female', 50.05137421254778, 1.841639451724297, 0.066934069, 61, 14.757295927045671, 95.33333333333333, 'High Risk'),
(139899, 70, 18, '15:46.1', 36.32752233988859, 95.86353680192308, 111, 75, 21, 'Male', 76.16206074089914, 1.8216082681556407, 0.14225094728693216, 36, 22.952431962232833, 87, 'Low Risk'),
(139900, 94, 18, '14:46.1', 37.413971284532565, 96.49241710273414, 120, 89, 34, 'Male', 86.56644001883853, 1.709898315586937, 0.11221405466904305, 31, 29.607994326225434, 99.33333333333333, 'High Risk'),
(139901, 98, 13, '13:46.1', 36.23484754149836, 98.36240229, 120, 78, 82, 'Female', 98.89306117413088, 1.6050811729235528, 0.1260537684015735, 42, 38.385908092434946, 92, 'High Risk'),
(139902, 77, 19, '12:46.1', 37.193247611669925, 98.09854813050666, 111, 75, 87, 'Female', 60.90270590206212, 1.7334300236032705, 0.11251606342240085, 36, 20.26860970266355, 87, 'Low Risk'),
(139903, 80, 16, '11:46.1', 36.307263955156515, 99.50418886394235, 123, 83, 54, 'Female', 88.31221084571075, 1.7160070544945574, 0.1046750858509689, 40, 29.990424941073123, 96.33333333333333, 'Low Risk'),
(139904, 71, 13, '10:46.1', 37.26935088611636, 96.92693357957994, 120, 87, 28, 'Male', 74.36642999909836, 1.8474476486669544, 0.061450325142772246, 33, 21.788766875822997, 98, 'Low Risk'),
(139905, 86, 14, '09:46.1', 36.15388377652313, 95.25292320048545, 133, 79, 39, 'Male', 58.42434433117703, 1.729602591005446, 0.1334534524783284, 54, 19.52995276076576, 97, 'Low Risk'),
(139906, 96, 18, '08:46.1', 37.238002699076475, 98.98425960770827, 115, 84, 85, 'Female', 92.29596936189488, 1.778818524320409, 0.14618720101297006, 31, 29.16885949588083, 94.33333333333333, 'High Risk'),
(139907, 68, 16, '07:46.1', 36.09213960205207, 95.00543129, 112, 86, 63, 'Male', 83.06905483, 1.9745663852396838, 0.13016620145471058, 26, 21.305699153000752, 94.66666666666667, 'Low Risk'),
(139908, 99, 17, '06:46.1', 36.58787380086509, 99.65258225177035, 132, 75, 75, 'Female', 79.36906586, 1.7461554126666188, 0.085821895, 57, 26.03067799393275, 94, 'High Risk'),
(139909, 91, 16, '05:46.1', 36.88541368099802, 96.42540101395913, 134, 74, 60, 'Male', 70.97566469217972, 1.8091157050383608, 0.12326749442751476, 60, 21.685866547866745, 94, 'High Risk'),
(139910, 70, 18, '04:46.1', 36.39489486712622, 97.88426569425158, 115, 76, 56, 'Female', 50.119436469864276, 1.9670386306591356, 0.11109008207432906, 39, 12.95329931635271, 89, 'High Risk'),
(139911, 96, 14, '03:46.1', 36.705411160175274, 98.48452283698666, 133, 70, 20, 'Female', 65.44269767778606, 1.9816547160107447, 0.12221697038860552, 63, 16.664996361561638, 91, 'High Risk'),
(139912, 80, 12, '02:46.1', 37.164193337768396, 95.25052047346364, 124, 80, 31, 'Male', 98.59190718928434, 1.9552820237660504, 0.1322466008537772, 44, 25.7882845, 94.66666666666667, 'Low Risk'),
(139913, 69, 15, '01:46.1', 36.30408630499222, 98.26891416847309, 120, 72, 71, 'Female', 50.20598950023176, 1.7149740989922981, 0.11241697068957134, 48, 17.070270387132002, 88, 'High Risk'),
(139914, 85, 13, '00:46.1', 36.81962821, 95.44100895175531, 114, 80, 43, 'Male', 59.83739506029775, 1.8942998442773287, 0.11642559862308703, 34, 16.67536050536242, 91.33333333333333, 'High Risk'),
(139915, 66, 16, '59:46.1', 37.07298438994623, 98.49043918, 120, 85, 46, 'Female', 64.02828817472425, 1.9816603356506866, 0.10695205166246047, 35, 16.304724216988674, 96.66666666666667, 'High Risk'),
(139916, 76, 15, '58:46.1', 36.91553727832784, 95.20207125357663, 111, 77, 30, 'Male', 72.67651265146048, 1.709428627223594, 0.12735543498835367, 34, 24.870936254403254, 88.33333333333333, 'Low Risk'),
(139917, 91, 13, '57:46.1', 36.181471248752544, 98.77631055555916, 119, 82, 81, 'Female', 66.28117094, 1.5421255994783831, 0.14593656901118957, 37, 27.870879847309165, 94.33333333333333, 'High Risk'),
(139918, 71, 12, '56:46.1', 37.23829253615681, 96.06912466472069, 137, 87, 72, 'Male', 81.65969596427844, 1.5362918132699601, 0.14263597981775789, 50, 34.598743422547365, 103.66666666666666, 'High Risk'),
(139919, 86, 18, '55:46.1', 36.405581895225005, 98.63071758006981, 136, 82, 89, 'Male', 71.98800209475408, 1.8859682035736216, 0.086530939, 54, 20.239108920700037, 100, 'Low Risk'),
(139920, 91, 16, '54:46.1', 36.44839415965556, 96.48909665835558, 136, 72, 53, 'Female', 70.33121723468446, 1.7809825580005452, 0.12040410017020246, 64, 22.173221806566403, 93.33333333333333, 'High Risk'),
(139921, 61, 13, '53:46.1', 37.463531510444525, 98.16132039360713, 118, 80, 83, 'Female', 78.23174194956509, 1.5764495176994906, 0.050577244, 38, 31.479140401908996, 92.66666666666667, 'High Risk'),
(139922, 99, 15, '52:46.1', 36.19230442194785, 99.33281056183641, 128, 79, 50, 'Female', 79.45630417543141, 1.5695465834605165, 0.067634424, 49, 32.25372959564219, 95.33333333333333, 'High Risk'),
(139923, 67, 17, '51:46.1', 37.40219986715096, 99.31257743187814, 120, 79, 87, 'Female', 63.65660302393425, 1.555842138431427, 0.076280876, 41, 26.297375014798572, 92.66666666666667, 'Low Risk'),
(139924, 79, 12, '50:46.1', 37.10589548271243, 96.02970369326246, 122, 73, 88, 'Male', 75.65925039788993, 1.863111597903004, 0.063113833, 49, 21.796376218845534, 89.33333333333333, 'Low Risk'),
(139925, 92, 16, '49:46.1', 37.387056033931174, 97.09600615, 127, 85, 50, 'Female', 85.15958669816476, 1.5015116017206442, 0.10080301039687767, 42, 37.77253746325526, 99, 'High Risk'),
(139926, 90, 12, '48:46.1', 37.264875636185955, 98.16753685047289, 132, 72, 59, 'Male', 50.022562381022766, 1.7191969697832032, 0.14956920984376054, 60, 16.92445375320391, 92, 'High Risk'),
(139927, 67, 13, '47:46.1', 37.04539200469797, 98.42299785438631, 121, 73, 26, 'Female', 86.00481868318856, 1.8160261739835588, 0.055695486956612666, 48, 26.078257984641425, 89, 'Low Risk'),
(139928, 68, 12, '46:46.1', 37.16688810424954, 99.99647010781068, 133, 73, 73, 'Female', 58.483352727765705, 1.6745396210685364, 0.13999551825291667, 60, 20.85649887197453, 93, 'Low Risk'),
(139929, 71, 12, '45:46.1', 36.55149894253845, 95.80538597, 111, 86, 71, 'Female', 93.21134905582264, 1.8340210561818537, 0.068505661, 25, 27.71150793, 94.33333333333333, 'Low Risk'),
(139930, 60, 14, '44:46.1', 37.217234979283795, 99.88498438289393, 125, 87, 46, 'Male', 53.26232112667691, 1.576694936582791, 0.094535278, 38, 21.425193003541583, 99.66666666666667, 'Low Risk'),
(139931, 97, 14, '43:46.1', 36.79880023077272, 95.12407206904558, 129, 89, 45, 'Female', 51.631428338838745, 1.511551506060304, 0.14456957332315234, 40, 22.597908140734233, 102.33333333333333, 'High Risk'),
(139932, 73, 13, '42:46.1', 37.23721890326772, 97.93703202, 126, 75, 44, 'Male', 73.75001225057136, 1.7970713854322737, 0.094247464, 51, 22.836599673003658, 92, 'Low Risk'),
(139933, 68, 15, '41:46.1', 37.05914664193542, 95.08851011202037, 119, 84, 59, 'Male', 83.94947932124407, 1.5756467185235266, 0.11384725497556006, 35, 33.81429274506789, 95.66666666666667, 'High Risk'),
(139934, 77, 13, '40:46.1', 36.001924238792114, 95.59636861557539, 138, 72, 39, 'Male', 90.01953137158124, 1.5717249280171894, 0.101279753, 66, 36.44044444670228, 94, 'High Risk'),
(139935, 74, 15, '39:46.1', 36.015911886745265, 95.20171198, 137, 86, 76, 'Female', 95.09852470196171, 1.6794969594722067, 0.096099936, 51, 33.714392283750094, 103, 'High Risk'),
(139936, 74, 14, '38:46.1', 36.11584157007076, 99.62820680138816, 129, 74, 21, 'Male', 95.74941709793492, 1.7689133140381552, 0.056190186, 55, 30.600113495295098, 92.33333333333333, 'High Risk'),
(139937, 89, 18, '37:46.1', 37.247906114503266, 95.75999086808125, 130, 73, 66, 'Female', 53.12200003428022, 1.7522265623387403, 0.12796435409967605, 57, 17.301904023218416, 92, 'High Risk'),
(139938, 81, 16, '36:46.1', 36.363834265468334, 97.92068044238528, 131, 89, 64, 'Female', 57.23100850993905, 1.828800483287049, 0.13941520701391044, 42, 17.111920085265215, 103, 'High Risk'),
(139939, 74, 19, '35:46.1', 36.10906004509457, 96.62841481624108, 127, 84, 75, 'Female', 53.08104282834828, 1.7216074078685373, 0.12649503919901672, 43, 17.908994414017986, 98.33333333333333, 'High Risk'),
(139940, 85, 18, '34:46.1', 36.000033270197896, 96.61726528109412, 122, 81, 51, 'Female', 98.06196885465724, 1.6891251063937154, 0.076807082, 41, 34.369797578260076, 94.66666666666667, 'High Risk'),
(139941, 75, 17, '33:46.1', 36.81090639067053, 99.96994784037464, 131, 87, 89, 'Male', 72.51673869547143, 1.8636041095996783, 0.12600259370552241, 44, 20.880021682884188, 101.66666666666667, 'Low Risk'),
(139942, 82, 14, '32:46.1', 36.148207666098195, 95.08066241418321, 135, 88, 23, 'Female', 76.40371950917663, 1.6504824762611492, 0.099815024, 47, 28.047403746107193, 103.66666666666667, 'Low Risk'),
(139943, 61, 19, '31:46.1', 36.81432766, 97.34971904999463, 137, 75, 77, 'Female', 58.159136564400434, 1.7104145934723494, 0.11868853673986161, 62, 19.879944318554497, 95.66666666666666, 'Low Risk'),
(139944, 83, 14, '30:46.1', 36.553512221087274, 96.94589253944321, 130, 81, 68, 'Female', 91.04550855, 1.5490684995829618, 0.12374728845027556, 49, 37.94174324889678, 97.33333333333333, 'High Risk'),
(139945, 71, 19, '29:46.1', 36.77047042321299, 96.63437903040575, 136, 74, 61, 'Male', 70.07588445889101, 1.7517386310289274, 0.055478127079017836, 62, 22.836522587465886, 94.66666666666666, 'Low Risk'),
(139946, 92, 14, '28:46.1', 36.35612952083973, 95.47838150232212, 136, 80, 40, 'Male', 73.64521852749918, 1.7707621828582114, 0.071437828, 56, 23.486812369819383, 98.66666666666666, 'High Risk'),
(139947, 88, 16, '27:46.1', 36.19528826170534, 95.95003496, 136, 88, 84, 'Male', 73.41977298566671, 1.8202771502130255, 0.14269855828778272, 48, 22.158379820302326, 104, 'Low Risk'),
(139948, 71, 16, '26:46.1', 37.2168611, 95.39083474414082, 117, 72, 43, 'Female', 74.78193333663633, 1.6818010143307358, 0.06114728, 45, 26.43914877296794, 87, 'Low Risk'),
(139949, 91, 15, '25:46.1', 36.11122606752961, 98.78142369573035, 119, 88, 39, 'Male', 64.48634575052468, 1.7597842413278635, 0.13701205918565473, 31, 20.82326944749567, 98.33333333333333, 'High Risk'),
(139950, 99, 17, '24:46.1', 36.77040880123879, 95.60975371000622, 111, 72, 68, 'Female', 56.38159013046288, 1.7753389904501224, 0.10850043277026454, 39, 17.888533457862778, 85, 'High Risk'),
(139951, 93, 19, '23:46.1', 36.13302399409277, 95.84711647478419, 132, 87, 29, 'Female', 72.06052903893018, 1.570798766314722, 0.062115522, 45, 29.204941671131238, 102, 'High Risk'),
(139952, 69, 19, '22:46.1', 36.31525760573073, 97.39838669342635, 129, 83, 18, 'Female', 89.62871841029934, 1.808974453393768, 0.084268133, 46, 27.389387418400133, 98.33333333333333, 'Low Risk'),
(139953, 79, 12, '21:46.1', 36.78561795752417, 97.78326825, 134, 79, 31, 'Male', 98.05671496238341, 1.8182009941447375, 0.1451498072983763, 55, 29.66153060556947, 97.33333333333333, 'Low Risk'),
(139954, 92, 17, '20:46.1', 36.17437435598963, 95.77281459273614, 119, 87, 50, 'Female', 80.01510249455865, 1.9336709181535354, 0.066535246, 32, 21.399658096057564, 97.66666666666667, 'High Risk'),
(139955, 63, 13, '19:46.1', 36.38825256854088, 95.73381035125345, 124, 87, 66, 'Male', 73.22669995820931, 1.7790853598294445, 0.1295208648612845, 37, 23.135340242727334, 99.33333333333333, 'Low Risk'),
(139956, 75, 15, '18:46.1', 36.51040249088328, 95.67098413548933, 111, 71, 29, 'Female', 69.61436450383599, 1.713661084060001, 0.097704936, 40, 23.70549313632998, 84.33333333333333, 'Low Risk'),
(139957, 64, 14, '17:46.1', 36.357056613792274, 99.31940802765921, 138, 71, 48, 'Male', 60.14371832017975, 1.9070169096756515, 0.10521639966665625, 67, 16.537931410571375, 93.33333333333333, 'High Risk'),
(139958, 89, 13, '16:46.1', 37.02856912629237, 98.69354707, 120, 73, 18, 'Female', 54.195298150088504, 1.551195584660098, 0.1470395125061713, 47, 22.523116856067123, 88.66666666666667, 'Low Risk'),
(139959, 76, 14, '15:46.1', 36.28054151161699, 99.40429678701788, 123, 80, 31, 'Male', 70.60924962271709, 1.5885677787623842, 0.096129268, 43, 27.980153798666556, 94.33333333333333, 'Low Risk'),
(139960, 94, 18, '14:46.1', 36.25846287925368, 98.03648872342629, 135, 84, 78, 'Male', 57.04684000721593, 1.979465386578903, 0.08902873, 51, 14.559141555822942, 101, 'High Risk'),
(139961, 81, 15, '13:46.1', 36.215117796886275, 98.97807632116367, 130, 79, 38, 'Male', 76.61796425086467, 1.9923682998677372, 0.092881347, 51, 19.301513381167858, 96, 'Low Risk'),
(139962, 85, 16, '12:46.1', 36.891031843900386, 96.84771932976938, 114, 73, 63, 'Female', 86.44456768015735, 1.9835018414482741, 0.10743808681570438, 41, 21.972146735141415, 86.66666666666667, 'Low Risk'),
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(140139, 83, 16, '15:46.1', 37.14560294581609, 98.89683046, 131, 89, 18, 'Male', 98.67389823, 1.615668694, 0.11815540204637744, 42, 37.800510565131816, 103, 'High Risk'),
(140140, 83, 18, '14:46.1', 37.09209618047746, 96.85655849886619, 137, 74, 72, 'Male', 81.29469692369167, 1.8293823837726941, 0.088204191, 63, 24.291438339851688, 95, 'Low Risk'),
(140141, 82, 15, '13:46.1', 37.404913153681704, 96.57575248707853, 118, 78, 89, 'Female', 99.88441756058324, 1.9472691746454278, 0.1043870161321725, 40, 26.34181913437655, 91.33333333333333, 'Low Risk'),
(140142, 73, 19, '12:46.1', 36.194258173714275, 99.26929045521626, 115, 81, 86, 'Male', 86.21622524728292, 1.7816120880854034, 0.1219588863718447, 34, 27.162059930440844, 92.33333333333333, 'Low Risk'),
(140143, 96, 14, '11:46.1', 36.80450116371605, 96.67142080668944, 112, 74, 43, 'Male', 98.93707621695995, 1.6873070596548991, 0.11200381633597176, 38, 34.75128152938284, 86.66666666666667, 'High Risk'),
(140144, 63, 14, '10:46.1', 36.33826394936257, 95.26746704679867, 129, 80, 26, 'Male', 79.64022657222256, 1.9019906601041883, 0.14578344770300744, 49, 22.014849810841984, 96.33333333333333, 'Low Risk'),
(140145, 65, 19, '09:46.1', 37.07445599738126, 95.62749570219826, 111, 73, 84, 'Female', 95.84336317109717, 1.6112286191230238, 0.08427794, 38, 36.918811370833396, 85.66666666666667, 'High Risk'),
(140146, 82, 14, '08:46.1', 36.58988230861494, 96.46172054144363, 116, 70, 66, 'Female', 70.67397199, 1.8148073234617361, 0.12443881154638445, 46, 21.458455199826613, 85.33333333333333, 'Low Risk'),
(140147, 92, 13, '07:46.1', 37.46338444667746, 99.37752931022358, 131, 86, 18, 'Female', 93.62360282, 1.652323192, 0.057330935686313235, 45, 34.29220034499856, 101, 'High Risk'),
(140148, 91, 14, '06:46.1', 36.92116563795849, 97.93636896085562, 138, 71, 78, 'Female', 74.06658264396756, 1.9900726885652402, 0.0947974, 67, 18.701843916202005, 93.33333333333333, 'High Risk'),
(140149, 97, 15, '05:46.1', 36.40045190297466, 98.02815581455026, 121, 85, 50, 'Female', 89.18088606473366, 1.8877291195826447, 0.14879537058419595, 36, 25.02605719, 97, 'High Risk'),
(140150, 98, 17, '04:46.1', 36.16082377, 98.81658357439991, 130, 89, 23, 'Female', 59.58224917219982, 1.9285799178043157, 0.085063136, 41, 16.019229119827283, 102.66666666666667, 'High Risk'),
(140151, 82, 12, '03:46.1', 37.003077078037876, 98.87835092471366, 129, 77, 45, 'Male', 95.27475540992452, 1.8140648532830133, 0.056959735160435135, 52, 28.951576959884942, 94.33333333333333, 'Low Risk'),
(140152, 64, 16, '02:46.1', 36.917108284406055, 99.27363235646547, 123, 78, 85, 'Female', 83.20586136894158, 1.8737997654279939, 0.12946214721153715, 45, 23.69777438183866, 93, 'Low Risk'),
(140153, 93, 12, '01:46.1', 36.29028412614846, 97.47513541056104, 121, 85, 49, 'Male', 82.88901201802719, 1.8408733198962948, 0.07843521, 36, 24.459589057931357, 97, 'High Risk'),
(140154, 74, 12, '00:46.1', 36.341814002234855, 99.36842521518633, 136, 76, 42, 'Male', 75.30781476884982, 1.5905258947734242, 0.11799276487016941, 60, 29.76861008, 96, 'Low Risk'),
(140155, 74, 15, '59:46.1', 36.53426611952967, 95.11772485230541, 134, 82, 55, 'Female', 95.97496373589445, 1.5842967384760334, 0.1402845456381399, 52, 38.23709591101934, 99.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(140156, 79, 18, '58:46.1', 36.76768695868138, 96.33396484, 133, 84, 26, 'Female', 64.26480437, 1.5285147674518598, 0.10204579769724678, 49, 27.506409987871958, 100.33333333333333, 'Low Risk'),
(140157, 78, 15, '57:46.1', 36.937919728046474, 96.82180552447383, 115, 81, 30, 'Male', 67.51602063389012, 1.7763114557351598, 0.063121852, 34, 21.397774378438303, 92.33333333333333, 'Low Risk'),
(140158, 76, 14, '56:46.1', 36.86747975787138, 99.67707829201456, 137, 71, 82, 'Male', 86.45089651231638, 1.8785200364972017, 0.12777247225614063, 66, 24.498406582361685, 93, 'Low Risk'),
(140159, 77, 16, '55:46.1', 37.221816199421184, 95.99548506, 139, 77, 30, 'Female', 83.51807739936149, 1.8735968287052134, 0.14621966039484896, 62, 23.79184944541965, 97.66666666666666, 'Low Risk'),
(140160, 66, 15, '54:46.1', 37.13987564060202, 99.49604640017685, 112, 80, 48, 'Female', 94.18765897528618, 1.847313485250973, 0.051094932, 32, 27.60023637990195, 90.66666666666667, 'Low Risk'),
(140161, 99, 12, '53:46.1', 37.42292872791143, 96.03353757, 120, 73, 52, 'Female', 54.48155242596558, 1.5903087129693592, 0.12970403200157116, 47, 21.542028561952396, 88.66666666666667, 'High Risk'),
(140162, 80, 19, '52:46.1', 37.06716721856415, 99.57922005892347, 135, 86, 72, 'Male', 52.878220628719006, 1.6981085054462568, 0.086495883, 49, 18.337746214856264, 102.33333333333333, 'High Risk'),
(140163, 81, 19, '51:46.1', 36.69823852, 96.64334899778805, 121, 74, 39, 'Female', 70.43290351422057, 1.8991904565212936, 0.10817903460067174, 47, 19.527136112619292, 89.66666666666667, 'Low Risk'),
(140164, 83, 16, '50:46.1', 36.354984361423675, 98.49708164155794, 132, 84, 65, 'Male', 93.5761303, 1.6855335146244228, 0.070057586, 48, 32.937474550622156, 100, 'High Risk'),
(140165, 96, 17, '49:46.1', 36.38397952936908, 99.45285658534466, 120, 71, 80, 'Male', 62.02772650385852, 1.6438153828222568, 0.067029362, 49, 22.955131383424725, 87.33333333333333, 'High Risk'),
(140166, 83, 17, '48:46.1', 36.06908256768166, 98.95427177208616, 137, 72, 41, 'Male', 59.11137833697207, 1.5755325499649864, 0.065189047, 65, 23.813121411288677, 93.66666666666666, 'Low Risk'),
(140167, 96, 16, '47:46.1', 37.058608744833855, 97.11872498304818, 132, 82, 33, 'Male', 82.57840452870067, 1.5140305881586968, 0.050782156, 50, 36.02443590239026, 98.66666666666666, 'High Risk'),
(140168, 74, 14, '46:46.1', 37.43810482648238, 95.84011280501697, 125, 81, 41, 'Male', 81.99135697645035, 1.9551759300616216, 0.13135309237812276, 44, 21.448473569978702, 95.66666666666667, 'Low Risk'),
(140169, 99, 18, '45:46.1', 36.17955539277474, 99.13427759515642, 131, 88, 21, 'Female', 99.12600331, 1.5085847261265304, 0.075355824, 43, 43.55601948649091, 102.33333333333333, 'High Risk'),
(140170, 60, 19, '44:46.1', 37.038697495816486, 98.50764547753961, 137, 85, 42, 'Male', 99.68183583805282, 1.7978910627531908, 0.1279777510289417, 52, 30.83821845821103, 102.33333333333333, 'High Risk'),
(140171, 90, 15, '43:46.1', 36.63687596583262, 97.54987170780979, 112, 78, 46, 'Female', 67.19811845804594, 1.941393603949711, 0.055676992, 34, 17.82912065778051, 89.33333333333333, 'High Risk'),
(140172, 65, 15, '42:46.1', 36.14713122539864, 96.35300614, 118, 72, 84, 'Male', 81.35844565269716, 1.728172087506644, 0.11564134753258383, 46, 27.24135275867356, 87.33333333333333, 'Low Risk'),
(140173, 80, 19, '41:46.1', 36.65208203060503, 96.76467051246115, 116, 79, 59, 'Male', 75.53201963, 1.9762053401792834, 0.087318728, 37, 19.340467169061423, 91.33333333333333, 'Low Risk'),
(140174, 69, 13, '40:46.1', 37.021643859374244, 99.62647173, 133, 70, 21, 'Female', 59.81221685941321, 1.849464920416878, 0.10147727694713503, 63, 17.486291048944413, 91, 'High Risk'),
(140175, 65, 18, '39:46.1', 37.092299509768125, 97.83185446282421, 128, 73, 46, 'Male', 73.59679409989079, 1.761316090651391, 0.1398314863925152, 55, 23.72380203876047, 91.33333333333333, 'Low Risk'),
(140176, 79, 14, '38:46.1', 37.24188032, 96.73908824812484, 132, 81, 38, 'Male', 61.70737184424034, 1.7930376226015592, 0.084946594, 51, 19.19367979911208, 98, 'Low Risk'),
(140177, 68, 19, '37:46.1', 37.19867362003643, 98.12691433246594, 125, 79, 72, 'Male', 89.95271098311994, 1.7431977044436893, 0.11998444731408273, 46, 29.60199397711368, 94.33333333333333, 'Low Risk'),
(140178, 80, 17, '36:46.1', 36.19040255937048, 99.99468743390153, 115, 74, 28, 'Female', 89.98468101524628, 1.504300394, 0.09572288, 41, 39.76485862849538, 87.66666666666667, 'High Risk'),
(140179, 98, 14, '35:46.1', 37.15183189107757, 98.97908393478555, 137, 72, 80, 'Male', 74.04049861712056, 1.5021416300518524, 0.074366428, 65, 32.81312329, 93.66666666666666, 'High Risk'),
(140180, 71, 19, '34:46.1', 36.000009067270426, 96.16076911, 120, 72, 57, 'Female', 96.32348825, 1.5090130810960514, 0.053659445, 48, 42.300567377864475, 88, 'High Risk'),
(140181, 79, 18, '33:46.1', 36.334569091196414, 96.54066663, 114, 86, 30, 'Female', 74.40117408635115, 1.9745554534252603, 0.12585567629945305, 28, 19.08275695649785, 95.33333333333333, 'Low Risk'),
(140182, 78, 14, '32:46.1', 37.302138821973436, 99.04485805969628, 121, 70, 79, 'Male', 75.97811409819533, 1.6403319963751752, 0.10287034265974271, 51, 28.237418910563605, 87, 'Low Risk'),
(140183, 98, 12, '31:46.1', 36.59636603783564, 96.02165314208186, 112, 89, 62, 'Male', 57.45020884514287, 1.5053747904720987, 0.086487338, 23, 25.35142254698792, 96.66666666666667, 'High Risk'),
(140184, 92, 18, '30:46.1', 36.46499680613278, 95.66726048, 117, 76, 60, 'Female', 64.35343085, 1.8714226534971814, 0.14082170336840238, 41, 18.37502508487676, 89.66666666666667, 'High Risk'),
(140185, 76, 12, '29:46.1', 36.90640172595171, 97.14374556679513, 117, 81, 19, 'Female', 66.26564330117579, 1.842273338535329, 0.08036262, 36, 19.524516340661666, 93, 'Low Risk'),
(140186, 90, 16, '28:46.1', 36.30451227508243, 98.89479157132233, 128, 82, 89, 'Male', 93.20719557, 1.5882072700476475, 0.059342294472776405, 46, 36.951756017782365, 97.33333333333333, 'High Risk'),
(140187, 96, 13, '27:46.1', 36.89606301662142, 99.54370853, 125, 87, 69, 'Female', 88.62497274170858, 1.5340745787807057, 0.11042393024707381, 38, 37.658513066928755, 99.66666666666667, 'High Risk'),
(140188, 97, 13, '26:46.1', 36.07437084990672, 96.72472887464416, 132, 72, 21, 'Female', 99.98932528630542, 1.8663391319016616, 0.11339217619020937, 60, 28.705988969866223, 92, 'High Risk'),
(140189, 83, 18, '25:46.1', 37.16978140251203, 98.39294516443127, 135, 73, 54, 'Male', 99.77270240183358, 1.8867944347810242, 0.107669931, 62, 28.02609322552491, 93.66666666666666, 'Low Risk'),
(140190, 66, 12, '24:46.1', 36.83187603219475, 96.27388840409729, 110, 79, 85, 'Male', 96.16060921674514, 1.8736825807407465, 0.052960081, 31, 27.390828429020047, 89.33333333333333, 'Low Risk'),
(140191, 74, 13, '23:46.1', 36.537582025749394, 99.19271785771846, 118, 88, 86, 'Female', 60.05388597072654, 1.6032299723734473, 0.1365671309614913, 30, 23.364122155566704, 98, 'Low Risk'),
(140192, 97, 16, '22:46.1', 37.07927013, 97.77083769659961, 115, 73, 46, 'Male', 96.59496254, 1.659410563351728, 0.085567932, 42, 35.07896553262232, 87, 'High Risk'),
(140193, 96, 12, '21:46.1', 36.64292148755498, 99.61514186878554, 115, 77, 70, 'Male', 98.88080069586337, 1.9811234066077108, 0.072117495, 38, 25.193523803429063, 89.66666666666667, 'High Risk'),
(140194, 87, 19, '20:46.1', 36.56223908153934, 97.53828462390702, 123, 83, 78, 'Female', 94.35294297276894, 1.9278002478717506, 0.11648471503898389, 40, 25.38816939, 96.33333333333333, 'Low Risk'),
(140195, 71, 15, '19:46.1', 37.468944259587126, 96.15805217138005, 113, 70, 72, 'Female', 91.73003129188147, 1.8981402526421167, 0.11934555513958257, 43, 25.45979740740807, 84.33333333333333, 'Low Risk'),
(140196, 61, 12, '18:46.1', 36.30391780376589, 95.76946541036176, 135, 86, 86, 'Male', 66.24907491, 1.6377802569663777, 0.10800426424193757, 49, 24.69838495033368, 102.33333333333333, 'Low Risk'),
(140197, 65, 14, '17:46.1', 37.14613704829099, 98.69828421824191, 122, 77, 64, 'Female', 56.242619244760725, 1.9987043244855442, 0.13316917196851957, 45, 14.078890576157894, 92, 'High Risk'),
(140198, 68, 15, '16:46.1', 36.99513772711674, 96.55797786942031, 116, 74, 56, 'Female', 63.45062622867333, 1.559067219108242, 0.054894942856943234, 42, 26.103950207888595, 88, 'Low Risk'),
(140199, 76, 18, '15:46.1', 36.08196327959184, 99.95953746305251, 134, 82, 28, 'Female', 81.82818293380643, 1.512306403786184, 0.089981551, 52, 35.77859853791877, 99.33333333333333, 'High Risk'),
(140200, 89, 19, '14:46.1', 36.564242038237126, 97.71367143021175, 113, 76, 88, 'Male', 87.96730969016059, 1.9214939648749567, 0.11298425942954772, 37, 23.82556787024837, 88.33333333333333, 'Low Risk'),
(140201, 60, 13, '13:46.1', 36.90272097102962, 97.24217887146493, 118, 74, 84, 'Male', 96.17189552815745, 1.597724921744107, 0.14212695479579204, 44, 37.67421023907483, 88.66666666666667, 'High Risk'),
(140202, 92, 15, '12:46.1', 36.236032530647016, 97.18148586823507, 127, 72, 68, 'Male', 87.39688615, 1.550428354, 0.065936445, 55, 36.35737797, 90.33333333333333, 'High Risk'),
(140203, 78, 17, '11:46.1', 36.40349061, 99.50558323952308, 115, 86, 84, 'Male', 76.28268644376188, 1.550011363400639, 0.13162227453884368, 29, 31.750912784516068, 95.66666666666667, 'High Risk'),
(140204, 75, 16, '10:46.1', 37.40772210393676, 97.69371243992208, 133, 78, 33, 'Male', 55.46648934053713, 1.9582141279393739, 0.077887038, 55, 14.464729607709451, 96.33333333333333, 'High Risk'),
(140205, 90, 18, '09:46.1', 37.493467872871705, 97.66602237836919, 132, 80, 46, 'Female', 86.75160195108276, 1.5801166404173914, 0.061102682412311995, 52, 34.74555152770817, 97.33333333333333, 'High Risk'),
(140206, 97, 18, '08:46.1', 36.640199176936044, 97.97600368, 137, 77, 60, 'Female', 90.87772668, 1.9670392262424392, 0.098793316, 60, 23.487209054352913, 97, 'High Risk'),
(140207, 63, 15, '07:46.1', 37.46253920518466, 96.67991890524263, 110, 71, 37, 'Female', 60.418353191134656, 1.726617419694926, 0.11427328418140455, 39, 20.266401736292092, 84, 'Low Risk'),
(140208, 83, 15, '06:46.1', 36.29531901852219, 95.12585050519908, 136, 80, 71, 'Male', 93.22446894373779, 1.709355086154254, 0.1471385329269871, 56, 31.905484279163876, 98.66666666666666, 'High Risk'),
(140209, 97, 18, '05:46.1', 37.33109545817615, 99.37394417238875, 136, 77, 75, 'Male', 74.01474912488956, 1.551795178321147, 0.12198189499756458, 59, 30.736150581414705, 96.66666666666666, 'High Risk'),
(140210, 87, 14, '04:46.1', 36.85188841965895, 98.64462277573548, 121, 79, 44, 'Male', 66.37532053355855, 1.5251879590692834, 0.12533123034835833, 42, 28.533818563207145, 93, 'Low Risk'),
(140211, 63, 19, '03:46.1', 36.628539228667705, 97.97658869314424, 110, 81, 34, 'Female', 75.51736767576618, 1.5640468692391898, 0.14327534445350093, 29, 30.870759667282368, 90.66666666666667, 'High Risk'),
(140212, 87, 16, '02:46.1', 36.80341555230702, 98.99224278474674, 133, 78, 42, 'Female', 75.10321191745211, 1.6324283688098713, 0.060366153, 55, 28.18319618634921, 96.33333333333333, 'Low Risk'),
(140213, 62, 18, '01:46.1', 36.28317422519779, 98.17913689233319, 138, 80, 27, 'Female', 80.45847948909437, 1.6521983077755336, 0.1290911590000163, 58, 29.47456979646358, 99.33333333333333, 'Low Risk'),
(140214, 71, 17, '00:46.1', 36.963843058377066, 97.79955364393433, 115, 73, 47, 'Female', 86.14184196147016, 1.5011649952329602, 0.10004068048542435, 42, 38.22586277203667, 87, 'High Risk'),
(140215, 92, 19, '59:46.1', 36.206008793965914, 99.62825855278248, 132, 70, 71, 'Female', 98.61602608531904, 1.7267306507510956, 0.14039911274703837, 62, 33.07488186, 90.66666666666666, 'High Risk'),
(140216, 71, 14, '58:46.1', 36.05112960753347, 96.17851786260195, 115, 81, 27, 'Male', 66.61827371135841, 1.6174384480422586, 0.086842248, 34, 25.46465810432437, 92.33333333333333, 'Low Risk'),
(140217, 64, 13, '57:46.1', 36.974097400087786, 96.55215842274033, 136, 87, 37, 'Male', 52.86920852950102, 1.9860655242343697, 0.051854357434211046, 49, 13.40342114521945, 103.33333333333333, 'High Risk'),
(140218, 99, 18, '56:46.1', 36.074504705146474, 95.30617424299741, 119, 89, 50, 'Female', 88.13650836356324, 1.9176611750969732, 0.10260431851425494, 30, 23.966912490056917, 99, 'High Risk'),
(140219, 63, 17, '55:46.1', 37.38854933, 95.71618752329871, 112, 70, 54, 'Female', 92.54475517336186, 1.5485185596260544, 0.069824737, 42, 38.59392788418843, 84, 'High Risk'),
(140220, 66, 19, '54:46.1', 37.35873087, 96.71696447983655, 123, 73, 42, 'Female', 84.14010778255417, 1.841674951125136, 0.055756268, 50, 24.807163071729885, 89.66666666666666, 'Low Risk'),
(140221, 94, 14, '53:46.1', 36.43926384784084, 97.38498071997972, 118, 77, 88, 'Male', 65.2920244, 1.670785474022365, 0.1285152591878958, 41, 23.38938230870957, 90.66666666666667, 'High Risk'),
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(140400, 63, 17, '54:46.1', 37.05051496092122, 96.86612917523824, 119, 70, 26, 'Male', 50.50600525420602, 1.5552460184953127, 0.13847143091649697, 49, 20.880688913255327, 86.33333333333333, 'Low Risk'),
(140401, 93, 13, '53:46.1', 37.07749475, 98.76412454698934, 110, 71, 74, 'Male', 94.08749813489256, 1.8788803899518725, 0.10347872985203709, 39, 26.65223617716645, 84, 'High Risk'),
(140402, 81, 14, '52:46.1', 36.40998802331881, 95.39120243513815, 116, 75, 78, 'Female', 90.06152464, 1.924550503116632, 0.051804578, 41, 24.315358134060247, 88.66666666666667, 'Low Risk'),
(140403, 74, 12, '51:46.1', 36.99355085945181, 99.60865048459551, 110, 83, 89, 'Female', 84.47812622799624, 1.7997952115423697, 0.071353671, 27, 26.079429596436892, 92, 'Low Risk'),
(140404, 75, 12, '50:46.1', 37.40768386390985, 98.34231535933857, 129, 80, 68, 'Female', 61.77800776082996, 1.847773100301442, 0.12198192510490248, 49, 18.09408466442942, 96.33333333333333, 'High Risk'),
(140405, 71, 12, '49:46.1', 37.460670116286025, 97.02271195442151, 129, 88, 44, 'Male', 95.89826254, 1.8553967953628772, 0.056403562, 41, 27.857178979975018, 101.66666666666667, 'Low Risk'),
(140406, 69, 12, '48:46.1', 36.093796712001435, 99.77005750746245, 133, 89, 51, 'Female', 52.56535956136049, 1.9964967003003085, 0.083671972, 44, 13.187499189386942, 103.66666666666667, 'High Risk'),
(140407, 82, 12, '47:46.1', 36.05591771525999, 96.39585362092805, 125, 88, 41, 'Male', 60.788473255847585, 1.5076965051431244, 0.1401181386404817, 37, 26.741968915366595, 100.33333333333333, 'Low Risk'),
(140408, 89, 16, '46:46.1', 36.85118761444552, 96.74831023148963, 133, 77, 80, 'Male', 57.88060997698152, 1.5843749293813971, 0.062114860754162685, 56, 23.057763266910044, 95.66666666666666, 'Low Risk'),
(140409, 67, 14, '45:46.1', 36.50875186889545, 99.84782375950978, 124, 75, 18, 'Female', 67.09439593046741, 1.978827168265073, 0.13341644259885543, 49, 17.134463804548616, 91.33333333333333, 'High Risk'),
(140410, 98, 15, '44:46.1', 37.40438116166553, 98.62804007878943, 126, 80, 30, 'Male', 98.18095963705933, 1.9592286406924255, 0.11635640214275149, 46, 25.57743743356054, 95.33333333333333, 'High Risk'),
(140411, 74, 16, '43:46.1', 36.76140873815554, 96.28849003, 125, 70, 72, 'Female', 52.214724654830746, 1.9874989700473231, 0.10403974883380433, 55, 13.218408454551394, 88.33333333333333, 'High Risk'),
(140412, 95, 19, '42:46.1', 36.83583024243984, 95.07625976043032, 120, 87, 62, 'Female', 85.50252008261488, 1.5704446832564574, 0.11063332612808652, 33, 34.66838637315869, 98, 'High Risk'),
(140413, 66, 16, '41:46.1', 36.67386538484407, 95.40564255977624, 127, 76, 22, 'Male', 91.00202658710418, 1.5582782610069723, 0.068443396, 51, 37.47667391944213, 93, 'High Risk'),
(140414, 64, 17, '40:46.1', 37.43378682810744, 96.97924961099251, 131, 70, 36, 'Female', 96.53433854363729, 1.866689713686498, 0.14900850287183437, 61, 27.703686019885893, 90.33333333333333, 'Low Risk'),
(140415, 90, 14, '39:46.1', 36.80906132134878, 98.74778889801455, 123, 75, 63, 'Female', 99.84370444, 1.984923263245485, 0.060305288, 48, 25.341553964078887, 91, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(140416, 82, 17, '38:46.1', 36.15380789034866, 98.21198312361669, 111, 83, 38, 'Female', 53.32073996263131, 1.547799446315033, 0.061525783, 28, 22.25700861005239, 92.33333333333333, 'Low Risk'),
(140417, 94, 18, '37:46.1', 37.19674383175337, 99.20229229298553, 131, 70, 80, 'Female', 64.93488778940987, 1.744814139073375, 0.131820272, 61, 21.329454602890394, 90.33333333333333, 'High Risk'),
(140418, 93, 13, '36:46.1', 36.470568066000915, 97.98942594303183, 114, 88, 81, 'Male', 81.82144295343824, 1.8874402192318178, 0.080856739, 26, 22.96787013502375, 96.66666666666667, 'High Risk'),
(140419, 75, 14, '35:46.1', 36.35231715446189, 97.88132610476256, 133, 75, 24, 'Female', 83.80650924224305, 1.5364265919282718, 0.057918875254334895, 58, 35.50210639606238, 94.33333333333333, 'High Risk'),
(140420, 95, 13, '34:46.1', 36.063937857836606, 97.11196533103569, 122, 75, 65, 'Male', 56.54544477921931, 1.9545622958080662, 0.1181707512983768, 47, 14.801256705661379, 90.66666666666667, 'High Risk'),
(140421, 60, 18, '33:46.1', 36.935391710723096, 98.68505382411308, 112, 70, 39, 'Male', 91.99384768, 1.7337141283897013, 0.052631222, 42, 30.605805013586373, 84, 'High Risk'),
(140422, 79, 15, '32:46.1', 37.16531893846567, 99.69272159665663, 113, 85, 43, 'Male', 99.50886731276194, 1.8142250313166017, 0.079602924, 28, 30.23287673405087, 94.33333333333333, 'High Risk'),
(140423, 77, 12, '31:46.1', 37.12011237378511, 96.76380701504381, 123, 72, 56, 'Female', 50.41736384221424, 1.8367367987946686, 0.069685373, 51, 14.944668287866225, 89, 'High Risk'),
(140424, 96, 16, '30:46.1', 37.35163795764288, 96.68002360708915, 120, 77, 67, 'Female', 82.46051661008283, 1.7253560804908572, 0.12690211936832857, 43, 27.700561588180452, 91.33333333333333, 'High Risk'),
(140425, 87, 15, '29:46.1', 37.16482192541064, 99.83202728, 133, 83, 22, 'Female', 87.59169094440296, 1.5277494649689782, 0.064957337, 50, 37.52827737107035, 99.66666666666666, 'High Risk'),
(140426, 74, 17, '28:46.1', 36.10360609296886, 98.15212461560623, 132, 73, 61, 'Female', 86.86402505588836, 1.7647841994283118, 0.083725969, 59, 27.890528001153022, 92.66666666666666, 'Low Risk'),
(140427, 63, 16, '27:46.1', 36.73277748, 96.76038854039821, 127, 86, 77, 'Female', 85.92994179897602, 1.8886307098056805, 0.051558101, 41, 24.090755684384604, 99.66666666666667, 'Low Risk'),
(140428, 97, 18, '26:46.1', 36.41807616, 99.15130323, 110, 80, 53, 'Male', 84.97786237889295, 1.6073154238161897, 0.060404682174079904, 30, 32.89300702, 90, 'High Risk'),
(140429, 79, 15, '25:46.1', 36.348333746600844, 98.87063130771905, 110, 80, 84, 'Female', 58.73680228566139, 1.6202702857945668, 0.1116518224590493, 30, 22.37357397169107, 90, 'Low Risk'),
(140430, 70, 16, '24:46.1', 36.94818735108726, 96.24537416808975, 117, 78, 40, 'Female', 94.40315534572593, 1.8469965136781052, 0.078037971, 39, 27.672879953658178, 91, 'Low Risk'),
(140431, 69, 19, '23:46.1', 37.036514253196486, 97.62092247501054, 136, 87, 20, 'Male', 51.86662064593054, 1.5826693126940632, 0.056318785255285435, 49, 20.70654256, 103.33333333333333, 'Low Risk'),
(140432, 99, 12, '22:46.1', 36.94880859, 98.24266700918027, 139, 83, 83, 'Male', 50.074136295644536, 1.5041386911384609, 0.11462168471309642, 56, 22.13286838586042, 101.66666666666666, 'High Risk'),
(140433, 84, 12, '21:46.1', 36.15140492939585, 97.40756744975201, 125, 88, 67, 'Female', 52.056297625249414, 1.5756141181844163, 0.14974315774348046, 37, 20.968798652474867, 100.33333333333333, 'Low Risk'),
(140434, 97, 17, '20:46.1', 37.43061252566166, 99.26899974128808, 131, 86, 30, 'Female', 83.40861449365812, 1.6937127180620624, 0.13663741074067265, 45, 29.075782391503445, 101, 'High Risk'),
(140435, 65, 12, '19:46.1', 36.926267525697924, 99.18243412545343, 133, 80, 29, 'Female', 90.44718467, 1.5372962223891926, 0.068313066, 53, 38.27189207040678, 97.66666666666666, 'High Risk'),
(140436, 68, 16, '18:46.1', 36.17654863273659, 99.25207340943705, 128, 76, 48, 'Female', 82.72030808375209, 1.7741953982016745, 0.10426446765883411, 52, 26.279024893813805, 93.33333333333333, 'Low Risk'),
(140437, 88, 19, '17:46.1', 36.44185944255846, 96.32527481, 128, 73, 58, 'Female', 83.85680310129342, 1.831141914777434, 0.11751341976714345, 55, 25.00888296539274, 91.33333333333333, 'Low Risk'),
(140438, 61, 14, '16:46.1', 36.78849225375072, 95.58486743222312, 119, 85, 88, 'Female', 78.94650148606455, 1.730575242022241, 0.073836547, 34, 26.36039516289532, 96.33333333333333, 'Low Risk'),
(140439, 71, 18, '15:46.1', 37.21412268943549, 99.97744962890775, 116, 71, 54, 'Male', 89.15677486618243, 1.539705415784187, 0.14454560832188454, 45, 37.6078993, 86, 'High Risk'),
(140440, 83, 13, '14:46.1', 36.589437798071465, 95.86346797883557, 133, 74, 58, 'Female', 63.22687248940574, 1.5454888403919838, 0.074202213, 59, 26.47097592594341, 93.66666666666666, 'Low Risk'),
(140441, 89, 14, '13:46.1', 36.50459023961077, 95.68407379520083, 112, 70, 78, 'Male', 63.510344967659435, 1.9779039222894599, 0.11529718222111168, 42, 16.234319479266293, 84, 'High Risk'),
(140442, 88, 18, '12:46.1', 37.38596332489264, 99.09537411160588, 129, 74, 64, 'Female', 93.29565769882953, 1.7912879543603029, 0.12077597595537569, 55, 29.075729492278512, 92.33333333333333, 'Low Risk'),
(140443, 62, 15, '11:46.1', 36.078763200470256, 96.01831002942367, 125, 80, 40, 'Male', 68.76278597984732, 1.9353377773310052, 0.12298474067061532, 45, 18.35861507664797, 95, 'High Risk'),
(140444, 89, 16, '10:46.1', 36.20000097, 98.34732775969871, 114, 74, 84, 'Female', 89.88697026189861, 1.544812292656831, 0.06198276, 40, 37.66563634434249, 87.33333333333333, 'High Risk'),
(140445, 69, 13, '09:46.1', 37.249169472244475, 99.69293434038316, 139, 71, 76, 'Female', 57.10377491115792, 1.8751070755632133, 0.11057709597023291, 68, 16.240996529212477, 93.66666666666666, 'High Risk'),
(140446, 74, 13, '08:46.1', 36.50666574735514, 99.94725195728181, 114, 83, 72, 'Female', 58.25255830260173, 1.9874480509163874, 0.14393002426290258, 31, 14.74767070834666, 93.33333333333333, 'High Risk'),
(140447, 96, 13, '07:46.1', 36.28632368060426, 98.67234456, 114, 79, 42, 'Male', 81.54986496000215, 1.9697074798036507, 0.10867966177386348, 35, 21.01937401416816, 90.66666666666667, 'High Risk'),
(140448, 81, 12, '06:46.1', 36.677836685693904, 96.89158362368647, 139, 84, 62, 'Female', 88.04020999570136, 1.8714656750088512, 0.095831078, 55, 25.13722530381572, 102.33333333333333, 'Low Risk'),
(140449, 87, 14, '05:46.1', 37.167425497012275, 97.96089055417758, 115, 71, 76, 'Male', 96.45467648082078, 1.800738805845933, 0.068648425, 44, 29.745538890065223, 85.66666666666667, 'Low Risk'),
(140450, 83, 15, '04:46.1', 37.26589819922099, 99.64610865687698, 128, 77, 79, 'Female', 60.528598117535665, 1.6397752763490692, 0.051618462, 51, 22.510852760879096, 94, 'Low Risk'),
(140451, 61, 14, '03:46.1', 36.50420966875607, 97.28564003, 110, 75, 76, 'Female', 73.26504300900055, 1.5530544899619716, 0.058272441, 35, 30.375499051752776, 86.66666666666667, 'High Risk'),
(140452, 66, 19, '02:46.1', 37.495935944680106, 97.05288150584802, 115, 81, 23, 'Male', 95.00773979464878, 1.6491358539456438, 0.11014804813184892, 34, 34.93382327352501, 92.33333333333333, 'High Risk'),
(140453, 86, 19, '01:46.1', 36.76755505362769, 98.26888497862436, 124, 80, 38, 'Female', 82.54341365540012, 1.9070473645440356, 0.081456888, 44, 22.69653010595546, 94.66666666666667, 'Low Risk'),
(140454, 83, 18, '00:46.1', 36.62618541128183, 98.91363195510402, 134, 72, 64, 'Female', 52.29808465334222, 1.8091285105261106, 0.072059601, 62, 15.978902545622159, 92.66666666666666, 'High Risk'),
(140455, 84, 14, '59:46.1', 37.425175493893036, 96.04604712869389, 117, 80, 48, 'Female', 93.82772018855533, 1.7611855051723229, 0.12631718944190257, 37, 30.249692138722377, 92.33333333333333, 'High Risk'),
(140456, 74, 19, '58:46.1', 36.98182129099531, 96.02293333937091, 114, 89, 58, 'Male', 93.79169895, 1.8448825916392377, 0.11059074023277388, 25, 27.55668279042626, 97.33333333333333, 'Low Risk'),
(140457, 80, 16, '57:46.1', 37.05911274472587, 99.54869336, 128, 82, 83, 'Female', 94.28262719986905, 1.8541282454198225, 0.11681711760352453, 46, 27.425347295171214, 97.33333333333333, 'Low Risk'),
(140458, 90, 14, '56:46.1', 36.146610541013814, 95.58131332611234, 134, 75, 60, 'Male', 61.91418599955721, 1.5905142063587234, 0.089120807, 59, 24.474569555844415, 94.66666666666666, 'Low Risk'),
(140459, 95, 17, '55:46.1', 36.606398116307226, 95.10716813282536, 117, 73, 89, 'Male', 79.65194523998461, 1.706625414577358, 0.1492026277520978, 44, 27.347647225755665, 87.66666666666667, 'High Risk'),
(140460, 88, 17, '54:46.1', 36.77744469060438, 95.58317098149081, 115, 89, 38, 'Female', 57.92445794530977, 1.918790392327215, 0.13032308342370758, 26, 15.732832100366313, 97.66666666666667, 'High Risk'),
(140461, 79, 16, '53:46.1', 37.146651477530064, 95.18481519674489, 117, 85, 53, 'Male', 53.400432367302685, 1.7994079581697964, 0.056554897, 32, 16.492462285701798, 95.66666666666667, 'High Risk'),
(140462, 88, 18, '52:46.1', 36.67370369804332, 98.44216619406511, 119, 82, 56, 'Male', 79.23807748927476, 1.7309401685218073, 0.1412697638730923, 37, 26.446598207772837, 94.33333333333333, 'Low Risk'),
(140463, 91, 12, '51:46.1', 36.613979405188815, 95.34882715446729, 120, 84, 39, 'Female', 84.30196773668416, 1.6423672010530814, 0.067560045, 36, 31.253393866947853, 96, 'High Risk'),
(140464, 94, 17, '50:46.1', 36.14170388, 99.56647546180997, 111, 70, 80, 'Female', 74.66824886878571, 1.9094173323018142, 0.074424728, 41, 20.48020245003356, 83.66666666666667, 'High Risk'),
(140465, 86, 12, '49:46.1', 36.90033355631335, 95.21293005103388, 117, 71, 36, 'Male', 57.67640761310837, 1.8076390475045878, 0.12279395605412756, 46, 17.651221880976465, 86.33333333333333, 'High Risk'),
(140466, 78, 17, '48:46.1', 36.89412681302974, 97.51534180539463, 120, 77, 26, 'Female', 57.33327364554201, 1.5161356168723785, 0.058369005165524596, 43, 24.941963511431787, 91.33333333333333, 'Low Risk'),
(140467, 72, 16, '47:46.1', 36.440308682801756, 95.96542670904272, 121, 88, 29, 'Male', 89.38549667596597, 1.8606898374075542, 0.1287893183466456, 33, 25.81779133392456, 99, 'Low Risk'),
(140468, 86, 14, '46:46.1', 36.08393402180729, 95.57998320295117, 114, 81, 86, 'Male', 70.06962443821308, 1.8454713579881101, 0.13585384100250386, 33, 20.573831148953026, 92, 'Low Risk'),
(140469, 98, 17, '45:46.1', 36.51346126532364, 95.54796167504594, 112, 86, 69, 'Female', 61.70079048680095, 1.6810221107308587, 0.082040693, 26, 21.834531433601907, 94.66666666666667, 'High Risk'),
(140470, 66, 14, '44:46.1', 36.37742646, 97.69478449191934, 135, 89, 54, 'Female', 57.551015340560056, 1.7649646147069584, 0.13471779457229038, 46, 18.474852703364437, 104.33333333333333, 'High Risk'),
(140471, 99, 16, '43:46.1', 36.409176484863494, 96.46146251, 121, 74, 39, 'Male', 75.09778992834751, 1.619631432902326, 0.1130353313095256, 47, 28.628247474816106, 89.66666666666667, 'High Risk'),
(140472, 79, 15, '42:46.1', 36.83524150309059, 95.03152721094433, 116, 75, 20, 'Male', 69.16626172424854, 1.589474115487154, 0.081215796, 41, 27.377096325404466, 88.66666666666667, 'Low Risk'),
(140473, 87, 19, '41:46.1', 36.07332491613759, 98.27504187777564, 128, 72, 46, 'Male', 91.31493825545445, 1.8888164992313463, 0.076691359, 56, 25.595422000140204, 90.66666666666666, 'Low Risk'),
(140474, 75, 12, '40:46.1', 36.61314599089993, 98.76552594201138, 110, 85, 71, 'Male', 67.79144884, 1.7256800982645952, 0.14155759564213077, 25, 22.764301800122702, 93.33333333333333, 'Low Risk'),
(140475, 91, 13, '39:46.1', 36.63257331018056, 98.55524920592723, 138, 79, 83, 'Male', 92.12732027, 1.8262241349459685, 0.12543043849960867, 59, 27.623600398460464, 98.66666666666666, 'High Risk'),
(140476, 97, 13, '38:46.1', 37.29011459458739, 98.73428198404356, 110, 77, 67, 'Female', 98.13699714005139, 1.5605499443564574, 0.099236072, 33, 40.29743653328548, 88, 'High Risk'),
(140477, 80, 16, '37:46.1', 36.7750783, 97.25194129497247, 114, 71, 30, 'Female', 50.20630702481201, 1.8907210859472954, 0.11809616203869495, 43, 14.04440492124307, 85.33333333333333, 'High Risk'),
(140478, 72, 15, '36:46.1', 36.151898180796934, 98.45069779534367, 123, 74, 64, 'Female', 56.95362777003047, 1.9295406420364105, 0.091882446, 49, 15.297255883143418, 90.33333333333333, 'High Risk'),
(140479, 82, 16, '35:46.1', 36.37757859528645, 98.41916376425559, 110, 71, 47, 'Female', 73.84979334548242, 1.7698595846963188, 0.082241607, 39, 23.576083452575542, 84, 'Low Risk'),
(140480, 93, 13, '34:46.1', 36.697800794897056, 96.96097306230057, 115, 76, 79, 'Male', 69.81689886586828, 1.526160837944091, 0.1140579469651918, 39, 29.975051924241097, 89, 'High Risk'),
(140481, 92, 18, '33:46.1', 37.08029406660381, 99.27625690925719, 125, 81, 72, 'Male', 92.16641493, 1.7928695323650237, 0.073721655, 44, 28.67314432889866, 95.66666666666667, 'High Risk'),
(140482, 94, 13, '32:46.1', 36.18247451149384, 99.62042277097078, 129, 75, 51, 'Female', 83.27331413074127, 1.629989828404628, 0.10100814798901686, 54, 31.342675084431978, 93, 'High Risk'),
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(140658, 74, 13, '36:46.1', 36.48774928959317, 95.56222166605778, 110, 72, 69, 'Female', 78.05175734972313, 1.9153574343314435, 0.1129567568043813, 38, 21.27565906600449, 84.66666666666667, 'Low Risk'),
(140659, 98, 18, '35:46.1', 36.61146836379131, 99.98412256083465, 116, 70, 62, 'Male', 68.09670407765176, 1.7049669832222858, 0.094049159, 46, 23.425784606562733, 85.33333333333333, 'High Risk'),
(140660, 63, 12, '34:46.1', 36.67891817083875, 95.77890651488731, 128, 79, 69, 'Male', 96.39436245, 1.7716672313936939, 0.1485085172997816, 49, 30.710531313187936, 95.33333333333333, 'High Risk'),
(140661, 91, 12, '33:46.1', 36.56521240794888, 99.97793800629879, 134, 85, 29, 'Male', 62.89529648443556, 1.8221411891380153, 0.1130821069304934, 49, 18.94323374, 101.33333333333333, 'High Risk'),
(140662, 77, 18, '32:46.1', 37.3187833, 98.65318882863556, 131, 72, 78, 'Male', 50.540850399076724, 1.771700685792453, 0.069727282, 59, 16.101333242659063, 91.66666666666666, 'High Risk'),
(140663, 81, 17, '31:46.1', 37.131282592663034, 95.94864765130626, 125, 77, 36, 'Male', 53.36813554420225, 1.7763440061660494, 0.12714749495884742, 48, 16.913281641978763, 93, 'High Risk'),
(140664, 91, 18, '30:46.1', 37.056864760913285, 96.76244238355869, 116, 79, 40, 'Female', 55.63122121946646, 1.7591955717089336, 0.063584991, 37, 17.97588774785318, 91.33333333333333, 'High Risk'),
(140665, 84, 18, '29:46.1', 36.97689206356765, 98.92395055293721, 111, 79, 89, 'Female', 71.48373192856708, 1.8363582034803319, 0.13044829, 32, 21.197879479649053, 89.66666666666667, 'Low Risk'),
(140666, 61, 16, '28:46.1', 36.47962995496221, 95.90750420943131, 133, 71, 34, 'Male', 50.796683463096194, 1.8258502018700329, 0.060848303, 62, 15.237196568056374, 91.66666666666666, 'High Risk'),
(140667, 75, 13, '27:46.1', 36.72076549370209, 96.53732327203582, 123, 79, 42, 'Female', 83.11726045880691, 1.908239018777693, 0.11375174622497071, 44, 22.825782608375192, 93.66666666666667, 'Low Risk'),
(140668, 90, 19, '26:46.1', 37.130772837066594, 95.51193507474372, 121, 74, 41, 'Female', 94.65597924588229, 1.5809800250842936, 0.13233141942124466, 47, 37.869998422025056, 89.66666666666667, 'High Risk'),
(140669, 81, 17, '25:46.1', 36.927831698305965, 96.17427781452282, 117, 71, 20, 'Male', 73.16777676710858, 1.8951465718698555, 0.1291950420105837, 46, 20.37202735090215, 86.33333333333333, 'Low Risk'),
(140670, 67, 13, '24:46.1', 37.062001702409276, 99.23439530181733, 125, 89, 35, 'Female', 72.40134127525718, 1.5126244935607878, 0.07623716, 36, 31.643488425288005, 101, 'High Risk'),
(140671, 63, 13, '23:46.1', 36.27314529004725, 99.4619727, 120, 77, 77, 'Male', 92.85618032, 1.8978410385132891, 0.096128235, 43, 25.78048883, 91.33333333333333, 'Low Risk'),
(140672, 69, 14, '22:46.1', 36.67901658685541, 96.04925738643996, 117, 88, 85, 'Male', 86.19175140204285, 1.6886134351485573, 0.1096713085145412, 29, 30.227708462362255, 97.66666666666667, 'High Risk'),
(140673, 95, 14, '21:46.1', 36.464656522488454, 97.45152502754266, 134, 74, 60, 'Male', 65.04141903754086, 1.623207286226486, 0.080857409, 60, 24.68550640721929, 94, 'High Risk'),
(140674, 70, 16, '20:46.1', 36.654780691418274, 99.04660685244055, 124, 83, 39, 'Male', 78.83537556065465, 1.9786014278342334, 0.059676356, 41, 20.137451367321074, 96.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(140675, 72, 17, '19:46.1', 36.93284495587187, 99.34337249155229, 116, 76, 51, 'Female', 86.87602614612453, 1.834228773068062, 0.080499996, 40, 25.822182350626722, 89.33333333333333, 'Low Risk'),
(140676, 89, 15, '18:46.1', 36.32442544010058, 97.67453265, 122, 84, 48, 'Male', 92.32597649694628, 1.5724093260582714, 0.074799257, 38, 37.34157981455826, 96.66666666666667, 'High Risk'),
(140677, 85, 18, '17:46.1', 37.17337682, 96.67740145241305, 135, 77, 66, 'Female', 54.38204098574188, 1.9195656039037543, 0.11831524811047693, 58, 14.758750269047079, 96.33333333333333, 'High Risk'),
(140678, 93, 19, '16:46.1', 36.731486711482795, 97.71701865785212, 111, 73, 75, 'Female', 70.67202492, 1.6403070565451376, 0.077140572, 38, 26.26619890121234, 85.66666666666667, 'High Risk'),
(140679, 71, 12, '15:46.1', 36.23578843250389, 98.19218689, 115, 72, 62, 'Male', 77.51636936288999, 1.7537334573790102, 0.054760394357845334, 43, 25.203812992267064, 86.33333333333333, 'Low Risk'),
(140680, 82, 12, '14:46.1', 37.14927885343368, 99.11513691, 138, 73, 34, 'Male', 82.51186260507254, 1.9351458247541482, 0.08683947, 65, 22.03377937, 94.66666666666666, 'Low Risk'),
(140681, 60, 13, '13:46.1', 37.22206575196963, 96.16974733963426, 139, 71, 64, 'Male', 78.56450874812718, 1.641982386158028, 0.14437174352687315, 68, 29.139990856843916, 93.66666666666666, 'Low Risk'),
(140682, 78, 19, '12:46.1', 36.981168108776856, 99.67997544569789, 137, 89, 46, 'Male', 86.81237660454379, 1.6634184143195037, 0.13310109830876443, 48, 31.374631669023476, 105, 'High Risk'),
(140683, 93, 14, '11:46.1', 37.14540269182372, 98.58917110044341, 122, 76, 39, 'Male', 74.76306944693326, 1.7281367726176429, 0.11420499287767641, 46, 25.034037602130415, 91.33333333333333, 'High Risk'),
(140684, 71, 17, '10:46.1', 37.293804877708816, 97.10159240287572, 124, 79, 53, 'Male', 50.66603913678782, 1.8626540540841907, 0.14602587042247356, 45, 14.60335188803585, 94, 'High Risk'),
(140685, 63, 14, '09:46.1', 36.38850517740447, 97.22733422431234, 139, 86, 37, 'Female', 80.10400791819225, 1.6884581600888195, 0.057223556888695674, 53, 28.09788556907036, 103.66666666666666, 'Low Risk'),
(140686, 90, 12, '08:46.1', 36.275167340266925, 97.10585080238256, 129, 88, 29, 'Female', 69.15826043058071, 1.9655000251870618, 0.083419643, 41, 17.90185162589709, 101.66666666666667, 'High Risk'),
(140687, 61, 12, '07:46.1', 36.92011787056458, 97.03005694626704, 131, 71, 76, 'Male', 64.46047852376375, 1.576085509035253, 0.10385436119465755, 60, 25.949797497185944, 91, 'Low Risk'),
(140688, 83, 16, '06:46.1', 37.414982632211405, 99.29822149863307, 135, 79, 63, 'Female', 66.31683368, 1.6622877168693986, 0.075621141, 56, 24.00000824970027, 97.66666666666666, 'Low Risk'),
(140689, 80, 17, '05:46.1', 36.63920478301576, 97.28148360767332, 131, 70, 62, 'Female', 91.22874886511717, 1.7755440544162888, 0.138752388, 61, 28.938020108703565, 90.33333333333333, 'Low Risk'),
(140690, 76, 14, '04:46.1', 36.48611608002246, 97.02406542155643, 124, 86, 48, 'Female', 88.77849878048187, 1.682447768918478, 0.083062626, 38, 31.3635068, 98.66666666666667, 'High Risk'),
(140691, 69, 19, '03:46.1', 36.901312758647734, 98.95977452228018, 117, 71, 19, 'Male', 60.96083948563672, 1.6419540216712734, 0.077339596, 46, 22.611478236843215, 86.33333333333333, 'Low Risk'),
(140692, 83, 16, '02:46.1', 37.09580687165014, 99.93987602252996, 123, 85, 80, 'Male', 57.81643493620389, 1.8921296019052725, 0.10942188323576202, 38, 16.14914553550251, 97.66666666666667, 'High Risk'),
(140693, 72, 16, '01:46.1', 36.47924942113686, 95.85287427431025, 122, 89, 77, 'Male', 92.12051518873474, 1.7401586328627097, 0.11595840568497957, 33, 30.42136363514217, 100, 'High Risk'),
(140694, 72, 19, '00:46.1', 36.352787792296695, 98.05757987657708, 130, 73, 35, 'Male', 76.06000338567048, 1.808752945675217, 0.13584017364738663, 57, 23.248655256944197, 92, 'Low Risk'),
(140695, 98, 16, '59:46.1', 36.10098772512474, 99.78340898110834, 113, 84, 44, 'Male', 96.25197291534022, 1.6657219193937292, 0.06828627, 29, 34.69002707319534, 93.66666666666667, 'High Risk'),
(140696, 86, 17, '58:46.1', 36.59416065953926, 95.06052720434238, 133, 71, 71, 'Male', 90.91653212, 1.901472245046063, 0.071687367, 62, 25.145650827188167, 91.66666666666666, 'Low Risk'),
(140697, 83, 19, '57:46.1', 36.51519992475757, 96.42719608857564, 131, 85, 38, 'Male', 77.95603512427117, 1.625129371992731, 0.12243112074412017, 46, 29.517112007778298, 100.33333333333333, 'Low Risk'),
(140698, 69, 15, '56:46.1', 36.74442060154721, 98.91163469088006, 120, 77, 73, 'Male', 54.66067228401837, 1.9720333849356206, 0.1037626314794228, 43, 14.055504645524287, 91.33333333333333, 'High Risk'),
(140699, 77, 14, '55:46.1', 36.15992542816328, 98.80197444029086, 135, 70, 64, 'Female', 55.35464351436735, 1.9961422041812624, 0.090091862, 65, 13.892202471214887, 91.66666666666666, 'High Risk'),
(140700, 85, 15, '54:46.1', 36.87719854168859, 95.87814372490084, 120, 75, 41, 'Female', 84.87714587332576, 1.9044393132250863, 0.095375012, 45, 23.402189475771753, 90, 'Low Risk'),
(140701, 71, 18, '53:46.1', 36.10250315085291, 95.38849339530137, 130, 71, 57, 'Male', 57.22754902360048, 1.9108151399847952, 0.057632252079446666, 59, 15.673565340030265, 90.66666666666666, 'High Risk'),
(140702, 81, 14, '52:46.1', 37.33651627, 95.66086876, 127, 78, 49, 'Male', 81.20085213831024, 1.7177582518837977, 0.072017141, 49, 27.519244056472193, 94.33333333333333, 'Low Risk'),
(140703, 75, 17, '51:46.1', 36.41956152, 97.95985334975205, 135, 87, 20, 'Female', 85.68872206598188, 1.9202697642413973, 0.055497522138256976, 48, 23.23802306593358, 103, 'Low Risk'),
(140704, 73, 19, '50:46.1', 36.21660025088406, 95.32714073840644, 125, 86, 87, 'Male', 98.69677744431415, 1.6643814954884268, 0.072605683, 39, 35.62847349408343, 99, 'High Risk'),
(140705, 79, 19, '49:46.1', 36.196883211280124, 96.58292622019093, 126, 71, 26, 'Male', 94.73364159146475, 1.656828817449183, 0.13593106432199126, 55, 34.51031732307451, 89.33333333333333, 'High Risk'),
(140706, 86, 13, '48:46.1', 37.42834063575931, 96.14844055, 124, 80, 20, 'Male', 88.02992400024765, 1.8869632244612966, 0.079459059, 44, 24.723130119328864, 94.66666666666667, 'Low Risk'),
(140707, 82, 13, '47:46.1', 37.178380171840644, 99.72648230920265, 113, 83, 65, 'Female', 59.03370033865545, 1.8320480483826547, 0.1009771976064032, 30, 17.588398114467434, 93, 'High Risk'),
(140708, 97, 13, '46:46.1', 36.99850136048777, 99.65233223875161, 123, 81, 68, 'Female', 75.40377758168917, 1.5876266602108888, 0.099936855, 42, 29.915504920000913, 95, 'High Risk'),
(140709, 70, 13, '45:46.1', 36.555916187451146, 97.08228112065326, 116, 79, 68, 'Female', 72.37924084628466, 1.8811056000183535, 0.083674284, 37, 20.45444363250513, 91.33333333333333, 'Low Risk'),
(140710, 76, 12, '44:46.1', 36.58023146517701, 97.95518415729514, 126, 83, 38, 'Male', 79.59848436519758, 1.662632936139848, 0.11504070983607351, 43, 28.794665611199118, 97.33333333333333, 'Low Risk'),
(140711, 62, 15, '43:46.1', 36.65220051047948, 99.60313095, 115, 77, 61, 'Female', 62.13450827597374, 1.9082886693542682, 0.084620473, 38, 17.062580857574254, 89.66666666666667, 'High Risk'),
(140712, 97, 16, '42:46.1', 36.20500048990917, 96.02159128350237, 126, 80, 24, 'Male', 82.04889574338253, 1.8537552843781968, 0.12284667953099408, 46, 23.87634999093589, 95.33333333333333, 'High Risk'),
(140713, 69, 17, '41:46.1', 36.33502375425805, 99.32831576211012, 113, 89, 43, 'Female', 75.32318977296809, 1.8964094754681469, 0.084958007, 24, 20.944233446502036, 97, 'Low Risk'),
(140714, 87, 17, '40:46.1', 36.030508425280296, 95.92322677, 128, 77, 27, 'Female', 71.7401212, 1.7887916899142242, 0.060147382, 51, 22.420359332891536, 94, 'Low Risk'),
(140715, 95, 14, '39:46.1', 36.80385569463628, 98.70028117, 114, 85, 20, 'Female', 72.31674786, 1.663639643716493, 0.096199283, 29, 26.12885420941939, 94.66666666666667, 'High Risk'),
(140716, 88, 14, '38:46.1', 37.05603622825558, 97.81554424007135, 117, 78, 60, 'Male', 83.63047647240231, 1.9961110259273736, 0.096763786, 39, 20.989166080129102, 91, 'Low Risk'),
(140717, 67, 19, '37:46.1', 36.8767341, 95.92993401843144, 133, 86, 44, 'Female', 86.46003752576932, 1.564146756969318, 0.094825325, 47, 35.33950178626512, 101.66666666666667, 'High Risk'),
(140718, 73, 17, '36:46.1', 36.10113461469853, 95.13034536088826, 110, 89, 33, 'Male', 99.10082297645891, 1.7927228355321037, 0.13000437478631735, 21, 30.835497521643596, 96, 'High Risk'),
(140719, 93, 16, '35:46.1', 36.04397574480446, 96.49151670230647, 127, 74, 66, 'Female', 62.59823923438341, 1.939704854768521, 0.13290206405000282, 53, 16.63760510233008, 91.66666666666666, 'High Risk'),
(140720, 72, 13, '34:46.1', 37.30022905035418, 98.44447104034326, 112, 76, 34, 'Male', 87.20503985595353, 1.8133190662349303, 0.11431273899467044, 36, 26.52119745470714, 88, 'Low Risk'),
(140721, 70, 15, '33:46.1', 36.55942215451702, 98.67001136346248, 113, 75, 81, 'Female', 82.89192200702723, 1.8159419287210834, 0.10084017836355416, 38, 25.13670203516438, 87.66666666666667, 'Low Risk'),
(140722, 92, 13, '32:46.1', 37.352712407561526, 99.54101968494697, 128, 77, 29, 'Male', 70.47370648622987, 1.8985424216789433, 0.14409927329160777, 51, 19.55178901669004, 94, 'High Risk'),
(140723, 77, 16, '31:46.1', 37.284365985959674, 95.72285477530247, 115, 74, 79, 'Male', 58.955186022531905, 1.6880321452503078, 0.1217975123530367, 41, 20.690004672272938, 87.66666666666667, 'Low Risk'),
(140724, 69, 14, '30:46.1', 36.31548992423224, 99.40802376, 132, 71, 29, 'Female', 80.31978119025032, 1.8488378352008898, 0.14964744117912454, 61, 23.497674121735614, 91.33333333333333, 'Low Risk'),
(140725, 70, 15, '29:46.1', 36.50756909859007, 97.11072134790456, 118, 75, 39, 'Male', 86.70092220054192, 1.5763806762000285, 0.13051665362622328, 43, 34.890043579552845, 89.33333333333333, 'High Risk'),
(140726, 97, 18, '28:46.1', 36.33905731400112, 98.18281505609966, 117, 70, 46, 'Female', 74.14274953244089, 1.9116905236820567, 0.10093199906501177, 47, 20.287732634380248, 85.66666666666667, 'High Risk'),
(140727, 99, 19, '27:46.1', 36.988567065766546, 99.26423735597933, 137, 81, 26, 'Male', 79.74146481241429, 1.8143787901389725, 0.063399201, 56, 24.223020035411274, 99.66666666666666, 'High Risk'),
(140728, 90, 13, '26:46.1', 37.145075412177825, 97.13759388, 137, 85, 37, 'Female', 75.52586161179377, 1.8240954740581272, 0.14226389542175447, 52, 22.698677627038236, 102.33333333333333, 'Low Risk'),
(140729, 80, 16, '25:46.1', 37.162897670959865, 96.90547806527731, 121, 78, 71, 'Male', 77.77828285797487, 1.902841607294234, 0.12600166319072992, 43, 21.480929643503966, 92.33333333333333, 'Low Risk'),
(140730, 80, 12, '24:46.1', 37.143739305011145, 96.27975184, 121, 72, 56, 'Male', 91.29304958396838, 1.565571560185219, 0.051702786, 49, 37.24704878679574, 88.33333333333333, 'High Risk'),
(140731, 62, 15, '23:46.1', 37.41347557659191, 98.37459677638127, 115, 75, 24, 'Male', 58.644703221254716, 1.6487616858021188, 0.11538911190224882, 40, 21.573122991875355, 88.33333333333333, 'Low Risk'),
(140732, 60, 16, '22:46.1', 36.86933618793398, 98.01990587592707, 116, 81, 82, 'Female', 75.76173118345345, 1.6081101887569962, 0.086143518, 35, 29.296671591080383, 92.66666666666667, 'Low Risk'),
(140733, 85, 14, '21:46.1', 36.710387226685185, 97.36556443, 117, 74, 23, 'Male', 96.01447063092903, 1.955957894589369, 0.060364504, 43, 25.096761794720763, 88.33333333333333, 'Low Risk'),
(140734, 89, 13, '20:46.1', 36.32474742376441, 96.33811924003113, 118, 75, 79, 'Female', 95.32060247693664, 1.947454285919906, 0.067916533, 43, 25.133457388909964, 89.33333333333333, 'Low Risk'),
(140735, 88, 15, '19:46.1', 37.124522817242394, 95.41199140521512, 133, 79, 83, 'Male', 69.38886928601443, 1.8587672527692107, 0.11829855571135268, 54, 20.083517793182008, 97, 'Low Risk'),
(140736, 91, 13, '18:46.1', 36.71620023346305, 95.55204062180832, 111, 74, 60, 'Female', 95.73936158, 1.6471615799333554, 0.11530965903955943, 37, 35.28727479994691, 86.33333333333333, 'High Risk'),
(140737, 73, 19, '17:46.1', 37.42667106204259, 95.92027577332514, 137, 79, 60, 'Male', 99.51178406762482, 1.765807990813676, 0.078509649, 58, 31.91446414175657, 98.33333333333333, 'High Risk'),
(140738, 68, 18, '16:46.1', 36.62470094449466, 99.55972111805914, 137, 76, 74, 'Female', 90.47807022, 1.6300897621780759, 0.106359155, 61, 34.05024878642857, 96.33333333333333, 'High Risk'),
(140739, 77, 13, '15:46.1', 36.57814877114821, 95.48954618034188, 111, 76, 60, 'Male', 60.807105452416735, 1.883775598635033, 0.13948408266656975, 35, 17.135469037637403, 87.66666666666667, 'High Risk'),
(140740, 79, 13, '14:46.1', 36.999306908214294, 96.64180747467795, 121, 71, 42, 'Female', 87.54422588, 1.9709085137292446, 0.078148553, 50, 22.536920656913132, 87.66666666666666, 'Low Risk'),
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(140917, 79, 19, '17:46.1', 36.12899487553143, 97.27811094716756, 112, 79, 24, 'Male', 88.30824493068178, 1.9877140305457972, 0.090110703, 33, 22.35081927925389, 90, 'Low Risk'),
(140918, 89, 19, '16:46.1', 37.454345197987905, 95.67355806461117, 130, 75, 64, 'Female', 78.01827431092431, 1.5862942571862366, 0.089499859, 55, 31.004792984870708, 93.33333333333333, 'High Risk'),
(140919, 95, 19, '15:46.1', 36.61611532380869, 96.00983733956205, 125, 82, 38, 'Male', 58.049483679709724, 1.9510793670680773, 0.071161683, 43, 15.24925015488462, 96.33333333333333, 'High Risk'),
(140920, 93, 12, '14:46.1', 36.72402679850766, 98.68338832073353, 122, 86, 79, 'Male', 75.26380522826946, 1.7589397233088435, 0.10451249644599253, 36, 24.326759290364283, 98, 'High Risk'),
(140921, 68, 18, '13:46.1', 37.39843275064391, 96.39368596014002, 132, 75, 54, 'Male', 78.04019188786721, 1.7507386566033867, 0.12809960272849286, 57, 25.461013448489247, 94, 'Low Risk'),
(140922, 61, 13, '12:46.1', 36.96768522534961, 97.83061329910453, 127, 77, 29, 'Male', 53.550876896149965, 1.9428453812648514, 0.10339822229068156, 50, 14.18698496026739, 93.66666666666666, 'High Risk'),
(140923, 70, 13, '11:46.1', 36.481240444612155, 96.18262373335975, 121, 77, 74, 'Male', 51.850878864306644, 1.9504421376552479, 0.11100719802595868, 44, 13.629815596714238, 91.66666666666667, 'High Risk'),
(140924, 87, 17, '10:46.1', 37.426268117908975, 96.82046956, 139, 84, 47, 'Female', 99.96781767807184, 1.5835144219382897, 0.05485847, 55, 39.86723951277096, 102.33333333333333, 'High Risk'),
(140925, 94, 12, '09:46.1', 36.414802403267785, 95.88884850737367, 113, 84, 74, 'Male', 50.29841947045727, 1.8727013818882012, 0.090301816, 29, 14.342249606045902, 93.66666666666667, 'High Risk'),
(140926, 83, 18, '08:46.1', 36.950892859634486, 97.22251157399319, 126, 76, 65, 'Female', 55.69337415823838, 1.5983462637641446, 0.096844707, 50, 21.800265853367097, 92.66666666666666, 'Low Risk'),
(140927, 88, 14, '07:46.1', 36.106205186669975, 99.86238249182583, 120, 75, 77, 'Female', 73.63383419645541, 1.5003436187739436, 0.096917805, 45, 32.71115992360923, 90, 'High Risk'),
(140928, 75, 14, '06:46.1', 36.74384368420578, 99.96586091950336, 117, 79, 23, 'Female', 82.90065619490915, 1.5440691459093687, 0.12737625812520956, 38, 34.77158426681343, 91.66666666666667, 'High Risk'),
(140929, 65, 18, '05:46.1', 37.00363212649513, 98.02234279685003, 110, 88, 61, 'Female', 58.28853275371098, 1.8215637996097924, 0.12907592665509077, 22, 17.566868472577784, 95.33333333333333, 'High Risk'),
(140930, 78, 19, '04:46.1', 36.486328140494116, 96.40170553710918, 116, 79, 44, 'Female', 84.50816963955907, 1.6107271791374533, 0.053038187, 37, 32.57277216, 91.33333333333333, 'High Risk'),
(140931, 71, 13, '03:46.1', 36.290924386094105, 97.59721860724002, 124, 87, 30, 'Female', 56.300969836219515, 1.9199641879022495, 0.13732005313197393, 37, 15.273185265157789, 99.33333333333333, 'High Risk'),
(140932, 99, 18, '02:46.1', 36.943594760517975, 99.06720359796543, 112, 80, 59, 'Male', 67.02006734861625, 1.7587593251023719, 0.10469427844533524, 32, 21.666663262420137, 90.66666666666667, 'High Risk'),
(140933, 89, 16, '01:46.1', 36.759369588596506, 95.21375807396518, 118, 86, 38, 'Female', 96.68887929971729, 1.5041435025028442, 0.1110065323111574, 32, 42.736404611782845, 96.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(140934, 73, 19, '00:46.1', 36.52095373880392, 95.58152106587244, 126, 84, 81, 'Female', 96.12021790712379, 1.769906117558938, 0.10729802017200166, 42, 30.684163340479984, 98, 'High Risk'),
(140935, 94, 18, '59:46.1', 36.33368822280744, 98.95216435183234, 110, 83, 29, 'Male', 65.43543253648446, 1.7360841278260506, 0.10099204963821268, 27, 21.710580927838837, 92, 'High Risk'),
(140936, 64, 14, '58:46.1', 36.00519844782171, 95.80233614543332, 124, 75, 47, 'Male', 72.99910305900107, 1.7871934496653432, 0.08543368, 49, 22.854640586240215, 91.33333333333333, 'Low Risk'),
(140937, 81, 19, '57:46.1', 37.30772875007637, 95.11663737083259, 130, 89, 46, 'Male', 77.71064901249176, 1.6811817450742468, 0.076530116, 41, 27.49484051059157, 102.66666666666667, 'Low Risk'),
(140938, 71, 15, '56:46.1', 37.28768107546519, 98.42923237899814, 110, 81, 48, 'Male', 57.41247525372306, 1.8417066494394783, 0.11980414771388821, 29, 16.92642959024451, 90.66666666666667, 'High Risk'),
(140939, 63, 12, '55:46.1', 36.453606897969884, 96.58263084156722, 128, 89, 41, 'Male', 61.087939646086454, 1.7880977632040418, 0.097281082, 39, 19.10614009304998, 102, 'Low Risk'),
(140940, 71, 14, '54:46.1', 36.38774503887281, 97.38001562719144, 126, 77, 27, 'Male', 61.235122819192526, 1.9855425466300667, 0.12636514937022558, 49, 15.532529886935937, 93.33333333333333, 'High Risk'),
(140941, 78, 14, '53:46.1', 37.26125282019909, 95.45003170944115, 133, 85, 70, 'Male', 58.41810448867003, 1.5917640985047332, 0.051975629, 48, 23.056323170822456, 101, 'Low Risk'),
(140942, 64, 18, '52:46.1', 36.56579377, 95.81253143459297, 123, 88, 44, 'Male', 85.93829232, 1.8248462070409768, 0.089308133, 35, 25.806801488981268, 99.66666666666667, 'Low Risk'),
(140943, 73, 19, '51:46.1', 36.62150472941242, 96.12958897585195, 119, 71, 62, 'Male', 75.01051012907058, 1.9785677064700895, 0.11782483008657603, 48, 19.161093329346343, 87, 'Low Risk'),
(140944, 66, 15, '50:46.1', 36.636034676804286, 97.75429325706942, 126, 77, 66, 'Female', 77.22643327247562, 1.944359444485952, 0.071837333, 49, 20.427389473312587, 93.33333333333333, 'Low Risk'),
(140945, 96, 14, '49:46.1', 37.30750770251009, 95.36256696999205, 123, 74, 21, 'Female', 58.04663670363986, 1.747192409294437, 0.12019399165540384, 49, 19.01496773233027, 90.33333333333333, 'High Risk'),
(140946, 80, 18, '48:46.1', 36.96916010371562, 95.37458937252026, 124, 89, 33, 'Female', 60.44754718159514, 1.5874465133576403, 0.078002895, 35, 23.987251040521905, 100.66666666666667, 'Low Risk'),
(140947, 98, 19, '47:46.1', 36.05503846171143, 98.47717699988179, 136, 71, 32, 'Male', 59.52180524485812, 1.7594884359485756, 0.098494288, 65, 19.226634077437645, 92.66666666666666, 'High Risk'),
(140948, 80, 19, '46:46.1', 36.54009781658831, 98.56316704603675, 123, 72, 25, 'Male', 69.17734635267699, 1.7468415255868681, 0.065421742, 51, 22.67027998114715, 89, 'Low Risk'),
(140949, 67, 12, '45:46.1', 37.41725184122202, 95.75272097322855, 135, 89, 21, 'Male', 72.38022197410544, 1.58428391, 0.11364246676988649, 46, 28.837252996032824, 104.33333333333333, 'Low Risk'),
(140950, 80, 13, '44:46.1', 36.34395343720352, 98.55957957530252, 134, 73, 80, 'Female', 69.40360160228767, 1.8630654097710606, 0.1132467519241699, 61, 19.99520231679954, 93.33333333333333, 'Low Risk'),
(140951, 61, 16, '43:46.1', 36.782698363886446, 95.76412453443133, 116, 86, 19, 'Male', 60.464514153746144, 1.8526853470654967, 0.13275336364921692, 30, 17.61559164646037, 96, 'High Risk'),
(140952, 67, 18, '42:46.1', 36.537575906739434, 98.31455112100443, 127, 83, 66, 'Male', 50.86404797057783, 1.7774501041958792, 0.09280731, 44, 16.09963698517819, 97.66666666666667, 'High Risk'),
(140953, 79, 14, '41:46.1', 36.69403175417683, 95.53874370051169, 137, 75, 38, 'Male', 59.40279359, 1.7427240868539493, 0.066014907, 62, 19.55913308886339, 95.66666666666666, 'Low Risk'),
(140954, 82, 17, '40:46.1', 36.63394859047899, 99.14117150407414, 115, 72, 86, 'Male', 59.917033705657914, 1.511241770206959, 0.14880434846961854, 43, 26.23508085923432, 86.33333333333333, 'Low Risk'),
(140955, 99, 12, '39:46.1', 36.12154681922516, 96.52971170650225, 111, 86, 75, 'Male', 95.82501328211623, 1.7592431483804296, 0.05359164, 25, 30.96186777065601, 94.33333333333333, 'High Risk'),
(140956, 84, 13, '38:46.1', 36.87953584166042, 99.05452108823823, 133, 89, 55, 'Female', 88.38791686559253, 1.7183481068244868, 0.10649400290975006, 44, 29.934402988755267, 103.66666666666667, 'Low Risk'),
(140957, 75, 14, '37:46.1', 37.340366803278314, 95.98899995092651, 112, 82, 40, 'Male', 69.26365289330107, 1.9444950846339677, 0.11071806046702891, 30, 18.318575245302128, 92, 'High Risk'),
(140958, 81, 19, '36:46.1', 36.27818307589614, 97.62339460273074, 133, 83, 20, 'Male', 82.01210267528542, 1.9715090073557349, 0.12193793410776682, 50, 21.099900899359344, 99.66666666666666, 'Low Risk'),
(140959, 84, 15, '35:46.1', 37.43756564529781, 98.58211596666216, 114, 70, 41, 'Male', 52.64477969825697, 1.913480913301807, 0.095174064, 44, 14.378283535794187, 84.66666666666667, 'High Risk'),
(140960, 77, 12, '34:46.1', 36.55703003274188, 96.89991933897207, 128, 88, 47, 'Male', 81.37337147177632, 1.9296413653096973, 0.12830559517705936, 40, 21.853907938264822, 101.33333333333333, 'Low Risk'),
(140961, 88, 12, '33:46.1', 36.70766956222771, 96.40713377298523, 111, 71, 75, 'Male', 76.99066516528286, 1.9917506747397014, 0.1190517536073113, 40, 19.407434354165467, 84.33333333333333, 'Low Risk'),
(140962, 73, 14, '32:46.1', 37.216404597408065, 95.29675812562621, 123, 77, 33, 'Female', 68.67854319, 1.6811210035233062, 0.10776140136732296, 46, 24.300942958776115, 92.33333333333333, 'Low Risk'),
(140963, 67, 12, '31:46.1', 36.80226368985646, 97.27367903060262, 130, 77, 66, 'Male', 97.99091196497467, 1.6447785821063006, 0.062768421, 53, 36.221873985605896, 94.66666666666666, 'High Risk'),
(140964, 93, 15, '30:46.1', 36.31901843138924, 96.75442921797692, 137, 76, 30, 'Male', 85.75396159917611, 1.9021465739869554, 0.11105823404773779, 61, 23.700976170201606, 96.33333333333333, 'High Risk'),
(140965, 70, 12, '29:46.1', 36.79690163632034, 97.32781982792156, 116, 82, 78, 'Female', 75.48004684958167, 1.8927413489671978, 0.092715266, 34, 21.069276439598188, 93.33333333333333, 'Low Risk'),
(140966, 76, 17, '28:46.1', 37.03959519, 97.02279976577796, 119, 84, 59, 'Male', 74.33378672575671, 1.5505833505247497, 0.11089353024117388, 35, 30.91690592532176, 95.66666666666667, 'High Risk'),
(140967, 91, 14, '27:46.1', 37.14271650391894, 97.47725522320296, 112, 71, 23, 'Female', 53.31525935807026, 1.8248894518506018, 0.13213558247704282, 41, 16.009523442915594, 84.66666666666667, 'High Risk'),
(140968, 77, 13, '26:46.1', 36.92979947, 95.18303861260706, 116, 78, 35, 'Male', 62.12370972184925, 1.9846962609047394, 0.064173112, 38, 15.771364852460467, 90.66666666666667, 'High Risk'),
(140969, 81, 14, '25:46.1', 36.16209086550318, 99.95711254119601, 138, 84, 71, 'Male', 89.91572625640516, 1.6274734826420878, 0.056628584020454426, 54, 33.94750135168765, 102, 'High Risk'),
(140970, 93, 18, '24:46.1', 36.401161333850176, 97.03180624609035, 122, 73, 37, 'Male', 91.29526054571355, 1.5044373822614743, 0.14273755149321063, 49, 40.33666608111879, 89.33333333333333, 'High Risk'),
(140971, 66, 15, '23:46.1', 36.441289051583496, 97.97151459, 125, 80, 52, 'Male', 83.12678122312661, 1.5665933883265057, 0.064204387, 45, 33.871028616159975, 95, 'High Risk'),
(140972, 73, 13, '22:46.1', 36.78069479, 98.76556566664773, 130, 85, 69, 'Male', 84.92994668266246, 1.5908406263393786, 0.13119721068402634, 45, 33.55888360313754, 100, 'High Risk'),
(140973, 71, 15, '21:46.1', 37.219647444128874, 96.23825298810145, 123, 81, 80, 'Female', 70.20917557053346, 1.5599034754684578, 0.13467601923066946, 42, 28.853494707549757, 95, 'Low Risk'),
(140974, 88, 19, '20:46.1', 36.08515096604019, 98.77284652768445, 129, 71, 26, 'Male', 75.36788815444478, 1.8756613232533046, 0.090432158, 58, 21.422862477093688, 90.33333333333333, 'Low Risk'),
(140975, 67, 18, '19:46.1', 37.31153188546175, 97.28106191095964, 129, 75, 41, 'Male', 88.50928772123578, 1.729470629938401, 0.098568686, 54, 29.591192241831084, 93, 'Low Risk'),
(140976, 73, 13, '18:46.1', 36.19704162349122, 98.08944604, 119, 79, 76, 'Male', 80.7194347, 1.543518884324706, 0.077026125, 40, 33.880843750372776, 92.33333333333333, 'High Risk'),
(140977, 67, 12, '17:46.1', 36.632426138415624, 95.37742265001354, 114, 71, 56, 'Male', 63.983833250017845, 1.6024143633511403, 0.071131581, 43, 24.91842545724751, 85.33333333333333, 'Low Risk'),
(140978, 97, 16, '16:46.1', 37.186188036151655, 99.51531633945855, 125, 74, 86, 'Male', 56.590914311869966, 1.753927707498164, 0.11200244228602134, 51, 18.395997121147666, 91, 'High Risk'),
(140979, 73, 18, '15:46.1', 37.344123135014826, 97.98698433394098, 114, 85, 50, 'Male', 73.24945091164194, 1.8973393028768681, 0.056512643, 29, 20.347655087047173, 94.66666666666667, 'Low Risk'),
(140980, 94, 15, '14:46.1', 36.68005697226667, 95.20497082071137, 125, 79, 31, 'Female', 73.97873832060496, 1.522936953973027, 0.09550268, 46, 31.896502928298215, 94.33333333333333, 'High Risk'),
(140981, 79, 13, '13:46.1', 37.002904644525586, 95.26065431734507, 139, 74, 56, 'Male', 65.58824127, 1.8011593306843872, 0.092522273, 65, 20.217233224808496, 95.66666666666666, 'Low Risk'),
(140982, 81, 18, '12:46.1', 37.297537286009266, 98.92099534872585, 114, 70, 31, 'Female', 99.92494655, 1.5884997350396088, 0.10411311522293218, 44, 39.600405331112405, 84.66666666666667, 'High Risk'),
(140983, 61, 15, '11:46.1', 36.8183794, 98.75328570848365, 135, 89, 68, 'Female', 87.95369111637461, 1.7180587228387585, 0.093667546, 46, 29.797378827553526, 104.33333333333333, 'Low Risk'),
(140984, 62, 18, '10:46.1', 36.56741098978536, 99.85399013808053, 127, 86, 69, 'Male', 52.01629375408872, 1.894002255437785, 0.091643681, 41, 14.500347863610637, 99.66666666666667, 'High Risk'),
(140985, 96, 13, '09:46.1', 36.08781162325801, 99.87712880169835, 135, 78, 72, 'Female', 64.76231680552743, 1.5599983370505632, 0.084019914, 57, 26.61179112349219, 97, 'High Risk'),
(140986, 74, 17, '08:46.1', 36.31429579502734, 98.41564590343592, 129, 89, 49, 'Female', 75.54026050190822, 1.6284406809875762, 0.057131978, 40, 28.486204765484786, 102.33333333333333, 'Low Risk'),
(140987, 90, 19, '07:46.1', 37.11954178114901, 97.73720118619191, 113, 81, 47, 'Female', 74.50433356826963, 1.657661925149538, 0.14036801068385274, 32, 27.113751401815534, 91.66666666666667, 'Low Risk'),
(140988, 98, 19, '06:46.1', 36.50722055882337, 96.53429824100793, 124, 81, 44, 'Male', 92.43798772273507, 1.9605042040865206, 0.10024744666651311, 43, 24.049991482995825, 95.33333333333333, 'High Risk'),
(140989, 98, 18, '05:46.1', 36.49580641909822, 98.90507115495294, 127, 74, 89, 'Female', 51.26957425802994, 1.544414553868927, 0.06122845, 53, 21.494727313727672, 91.66666666666666, 'High Risk'),
(140990, 67, 13, '04:46.1', 36.80615016, 95.09465733035337, 111, 88, 32, 'Female', 53.40929877695834, 1.9509561438372602, 0.059672864, 23, 14.032073870599776, 95.66666666666667, 'High Risk'),
(140991, 64, 19, '03:46.1', 37.21021837730457, 98.17938308672062, 110, 80, 44, 'Female', 81.84342405536626, 1.917587138275501, 0.092085124, 30, 22.257356103006764, 90, 'Low Risk'),
(140992, 98, 17, '02:46.1', 36.074036657746085, 98.01872701523953, 132, 86, 36, 'Female', 75.85607112274684, 1.6908974705599487, 0.14732356577138006, 46, 26.53113296970643, 101.33333333333333, 'High Risk'),
(140993, 98, 16, '01:46.1', 36.71476242421235, 97.58635277, 127, 77, 66, 'Female', 64.81259960561712, 1.6453229815394752, 0.11769476779138668, 50, 23.941817356135378, 93.66666666666666, 'High Risk'),
(140994, 72, 17, '00:46.1', 37.05474082365861, 96.86642992, 115, 83, 19, 'Female', 70.28837261090014, 1.8065540771661106, 0.060304337, 32, 21.536818881042493, 93.66666666666667, 'Low Risk'),
(140995, 88, 19, '59:46.1', 36.956456072179876, 99.29211605723593, 138, 75, 69, 'Male', 61.323551920511015, 1.7811126549588963, 0.10150969723571017, 63, 19.330563889405365, 96, 'Low Risk'),
(140996, 84, 17, '58:46.1', 37.00374268149826, 97.79074459, 126, 75, 76, 'Female', 59.673054018048774, 1.9857144246655798, 0.062322653428136504, 51, 15.13368478686777, 92, 'High Risk'),
(140997, 75, 18, '57:46.1', 36.79674962993722, 99.8039696, 120, 74, 48, 'Male', 76.67834737712272, 1.9684708645495363, 0.098293916, 46, 19.78858596044382, 89.33333333333333, 'Low Risk'),
(140998, 91, 19, '56:46.1', 36.36606370667442, 96.49682028, 120, 71, 77, 'Female', 90.69411390351974, 1.9831758952077134, 0.079569394, 49, 23.05985817012119, 87.33333333333333, 'High Risk'),
(140999, 78, 12, '55:46.1', 36.388933136201004, 96.40953402689826, 128, 80, 24, 'Male', 73.24471417633879, 1.5929231570399862, 0.053978755, 48, 28.866001968245083, 96, 'Low Risk'),
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(141174, 67, 17, '00:46.1', 36.95795130686598, 98.80349182744769, 114, 84, 64, 'Female', 58.64385084543467, 1.8613932787954572, 0.090664689, 30, 16.925682802537324, 94, 'High Risk'),
(141175, 60, 14, '59:46.1', 37.272120648354225, 95.18820299098141, 118, 74, 89, 'Female', 60.71285213060334, 1.6366401244446007, 0.062804639, 44, 22.665966721500844, 88.66666666666667, 'Low Risk'),
(141176, 61, 16, '58:46.1', 37.225477708816804, 98.30931279436385, 137, 74, 86, 'Male', 95.71538212072238, 1.9673524615930158, 0.10429188549851941, 63, 24.729617064775727, 95, 'Low Risk'),
(141177, 98, 17, '57:46.1', 37.362601384645366, 99.49827574108104, 139, 76, 60, 'Female', 74.12007516002011, 1.5778182264867362, 0.1475892839144211, 63, 29.77295313768515, 97, 'High Risk'),
(141178, 98, 17, '56:46.1', 37.081571347783154, 99.65029701393743, 116, 78, 70, 'Male', 98.89923658116462, 1.6677323070725552, 0.051776798, 38, 35.55823987596767, 90.66666666666667, 'High Risk'),
(141179, 68, 13, '55:46.1', 37.12077970663378, 95.76621327, 138, 70, 78, 'Male', 69.44612416871786, 1.7302102088207156, 0.066680536, 68, 23.197985474424286, 92.66666666666666, 'Low Risk'),
(141180, 83, 12, '54:46.1', 36.39047245479656, 95.90228456008379, 135, 70, 23, 'Female', 93.4907618, 1.6171919827657826, 0.053620435, 65, 35.74748884361924, 91.66666666666666, 'High Risk'),
(141181, 97, 18, '53:46.1', 37.116999161254924, 95.65900002904465, 139, 88, 37, 'Male', 79.55664630681561, 1.699173061787664, 0.052326351, 51, 27.555052239137154, 105, 'High Risk'),
(141182, 71, 14, '52:46.1', 37.27623802376867, 97.78325015771632, 138, 70, 75, 'Female', 84.48681984392348, 1.6868992767231061, 0.09420171, 68, 29.690031554461505, 92.66666666666666, 'Low Risk'),
(141183, 67, 12, '51:46.1', 37.29246843, 95.01942032, 135, 80, 46, 'Female', 88.44125622104028, 1.701645522004449, 0.09313191, 55, 30.543353057109535, 98.33333333333333, 'High Risk'),
(141184, 72, 12, '50:46.1', 37.14983601417197, 97.01736401561735, 114, 75, 45, 'Female', 52.30483563209627, 1.622063779798346, 0.080146377, 39, 19.87952431370315, 88, 'Low Risk'),
(141185, 91, 13, '49:46.1', 36.69310524154216, 98.37348283169841, 116, 89, 52, 'Male', 97.51723295728122, 1.6145854253898244, 0.057612708502456735, 27, 37.407554212419925, 98, 'High Risk'),
(141186, 81, 18, '48:46.1', 36.39452913504658, 97.29127323385833, 129, 84, 32, 'Female', 71.45476202262455, 1.924879565416967, 0.065264943, 45, 19.28519582264677, 99, 'Low Risk'),
(141187, 76, 12, '47:46.1', 36.36516730805371, 95.35768889529348, 128, 80, 48, 'Female', 54.31231043904252, 1.7384537352005527, 0.056930464, 48, 17.97099002374426, 96, 'High Risk'),
(141188, 98, 18, '46:46.1', 37.49219565228596, 95.31727670538073, 110, 83, 51, 'Female', 75.30875453106103, 1.582248503379319, 0.059125301, 27, 30.081263790098674, 92, 'High Risk'),
(141189, 80, 14, '45:46.1', 36.64389659365056, 99.48684635658564, 135, 77, 74, 'Male', 88.41208921507973, 1.5999160166842883, 0.1483909122354066, 58, 34.539598191952955, 96.33333333333333, 'High Risk'),
(141190, 76, 17, '44:46.1', 36.052305647431105, 99.69147219, 111, 71, 87, 'Male', 59.08928661808352, 1.6207712477680092, 0.073308743, 40, 22.493927926019442, 84.33333333333333, 'Low Risk'),
(141191, 70, 19, '43:46.1', 37.09906090559853, 95.80584818871054, 139, 78, 55, 'Male', 51.37560674878881, 1.5617933114157858, 0.14028510152197382, 61, 21.062496536903225, 98.33333333333333, 'Low Risk'),
(141192, 98, 13, '42:46.1', 37.155780841540434, 98.24777542859337, 118, 71, 51, 'Male', 88.12575700281161, 1.9531440441569952, 0.052212787, 47, 23.101187940275207, 86.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(141194, 88, 16, '40:46.1', 37.19933012, 99.43166581235741, 125, 80, 54, 'Male', 73.98523164146522, 1.5915277263729728, 0.11639009645049528, 45, 29.20899537520002, 95, 'Low Risk'),
(141195, 66, 13, '39:46.1', 36.890367895916235, 99.20183519813786, 119, 83, 83, 'Male', 88.14724634142338, 1.5462589461235703, 0.13929678135095835, 36, 36.86755180216373, 95, 'High Risk'),
(141196, 91, 15, '38:46.1', 36.77541543182904, 98.82318007221438, 131, 71, 30, 'Male', 64.99236403093948, 1.934596015264603, 0.10488835332254336, 60, 17.365278645616247, 91, 'High Risk'),
(141197, 90, 19, '37:46.1', 36.05149569, 98.41151507668707, 122, 76, 76, 'Female', 80.12945130004469, 1.6427196436657912, 0.12686438212532608, 46, 29.69376505, 91.33333333333333, 'Low Risk'),
(141198, 99, 15, '36:46.1', 36.556057974408965, 98.81146350823303, 128, 87, 80, 'Female', 50.98105894856569, 1.9492046271625307, 0.10251830420165596, 41, 13.41819147234047, 100.66666666666667, 'High Risk'),
(141199, 91, 15, '35:46.1', 36.767443075390695, 98.3957185, 126, 73, 33, 'Female', 58.81694783693807, 1.9867083515123436, 0.059980414589531864, 53, 14.901646242264341, 90.66666666666666, 'High Risk'),
(141200, 89, 13, '34:46.1', 36.36151235314668, 96.24840242912502, 129, 72, 79, 'Female', 51.28096874445322, 1.622135964561557, 0.067272424, 57, 19.48864812926102, 91, 'Low Risk'),
(141201, 70, 15, '33:46.1', 36.166269109158286, 95.00854940270463, 118, 76, 74, 'Male', 70.73351686110979, 1.5745151479110437, 0.053732802465269174, 42, 28.531957292183524, 90, 'Low Risk'),
(141202, 88, 14, '32:46.1', 37.09746142947562, 95.81855159, 128, 78, 28, 'Male', 51.18899091362069, 1.9266800407481255, 0.12731417521044402, 50, 13.789781082561717, 94.66666666666666, 'High Risk'),
(141203, 66, 14, '31:46.1', 36.109050224762385, 97.40035885074941, 120, 72, 87, 'Male', 87.92666923453271, 1.677290107669633, 0.07049929, 48, 31.253902333955466, 88, 'High Risk'),
(141204, 95, 13, '30:46.1', 36.65578323440039, 96.64659785780556, 120, 71, 65, 'Female', 58.99844116678101, 1.6126189344795088, 0.067622716, 49, 22.68699772836915, 87.33333333333333, 'High Risk'),
(141205, 71, 16, '29:46.1', 37.45884150504298, 98.66833694758999, 136, 83, 22, 'Female', 82.07894844731543, 1.5349408458204945, 0.097659474, 53, 34.837621599609754, 100.66666666666666, 'High Risk'),
(141206, 88, 12, '28:46.1', 36.48948920551757, 96.95850013, 122, 73, 53, 'Female', 74.80096429370911, 1.5651633213418186, 0.14497423413670707, 49, 30.534293287370676, 89.33333333333333, 'High Risk'),
(141207, 68, 18, '27:46.1', 36.56063386839757, 98.17422986, 112, 73, 67, 'Female', 85.04853046130022, 1.9721522052522502, 0.10323454222333756, 39, 21.866836354809504, 86, 'Low Risk'),
(141208, 78, 18, '26:46.1', 36.412410795144766, 97.74494742504467, 113, 88, 47, 'Male', 63.94351310562597, 1.670783559568798, 0.12472226647843745, 25, 22.906361309697616, 96.33333333333333, 'Low Risk'),
(141209, 89, 12, '25:46.1', 36.24189719221012, 95.51829397, 111, 88, 29, 'Female', 58.19961222250849, 1.907452815, 0.12050026258808401, 23, 15.99604009382899, 95.66666666666667, 'High Risk'),
(141210, 77, 17, '24:46.1', 36.17467153749209, 96.90176626283595, 135, 88, 76, 'Female', 93.83762740745209, 1.5561964127155892, 0.13396208998771847, 47, 38.747902548763406, 103.66666666666667, 'High Risk'),
(141211, 61, 15, '23:46.1', 36.15707751255242, 95.96669800484358, 120, 71, 28, 'Female', 67.78417851044986, 1.8063186123228516, 0.075530682, 49, 20.77493259008862, 87.33333333333333, 'Low Risk'),
(141212, 73, 16, '22:46.1', 36.543157148943415, 97.84908389584811, 115, 78, 65, 'Female', 75.85574505788261, 1.6128243867835268, 0.141434372, 37, 29.16179919939152, 90.33333333333333, 'Low Risk'),
(141213, 64, 14, '21:46.1', 36.44477174455552, 95.91625429398538, 120, 83, 74, 'Female', 90.527354, 1.7628613032407356, 0.078616332, 37, 29.130204764106512, 95.33333333333333, 'Low Risk'),
(141214, 75, 18, '20:46.1', 36.31412819994691, 95.81012874746008, 137, 79, 30, 'Male', 73.07744009692762, 1.9202871631452123, 0.082295854, 58, 19.817595885243676, 98.33333333333333, 'Low Risk'),
(141215, 99, 12, '19:46.1', 36.409924960872196, 98.09350083856174, 139, 89, 27, 'Female', 75.45768152156606, 1.664210417795351, 0.090895614, 50, 27.24501080576371, 105.66666666666666, 'High Risk'),
(141216, 77, 15, '18:46.1', 36.015733004895445, 99.27951275433657, 110, 83, 28, 'Male', 70.29969400282545, 1.910174443260012, 0.12041890250691371, 27, 19.26670173564763, 92, 'Low Risk'),
(141217, 98, 14, '17:46.1', 37.336830044087044, 97.06892280135216, 123, 87, 18, 'Female', 89.79211559598573, 1.7603161872018167, 0.076129146, 36, 28.97722806499521, 99, 'High Risk'),
(141218, 74, 14, '16:46.1', 36.12695321413826, 98.09576846587865, 134, 74, 89, 'Male', 68.28059891702826, 1.5784522279718711, 0.086782703, 60, 27.405292197631216, 94, 'Low Risk'),
(141219, 76, 15, '15:46.1', 36.87240357479074, 98.04782850954639, 133, 82, 67, 'Female', 66.56037235676958, 1.7106719414321219, 0.1075745451610251, 51, 22.744808185505956, 99, 'Low Risk'),
(141220, 89, 17, '14:46.1', 37.05506666676755, 97.90319824556586, 134, 73, 34, 'Female', 94.38820493676772, 1.7978422851391969, 0.10550511716814517, 61, 29.202131024355708, 93.33333333333333, 'Low Risk'),
(141221, 92, 12, '13:46.1', 37.20039209245513, 96.44463993040539, 135, 81, 72, 'Male', 58.07833365513696, 1.7107186461066093, 0.09026775, 54, 19.845268050957767, 99, 'High Risk'),
(141222, 62, 17, '12:46.1', 36.74090184646214, 96.20010447653877, 113, 82, 26, 'Male', 74.39113826091406, 1.6455117547728078, 0.09631724, 31, 27.473831214539583, 92.33333333333333, 'Low Risk'),
(141223, 62, 13, '11:46.1', 36.633314871871306, 96.84407581151261, 137, 88, 35, 'Female', 66.32911718373471, 1.7075649372752075, 0.10376456010670151, 49, 22.748342583778253, 104.33333333333333, 'Low Risk'),
(141224, 94, 16, '10:46.1', 37.17373300774518, 97.99165813512766, 128, 87, 40, 'Female', 99.20032383682839, 1.6923130544262603, 0.11355304243808334, 41, 34.63791010169299, 100.66666666666667, 'High Risk'),
(141225, 67, 17, '09:46.1', 36.63200830575301, 98.40821879886404, 119, 88, 68, 'Female', 97.71198923156257, 1.508988342231431, 0.055273687, 31, 42.91173611987806, 98.33333333333333, 'High Risk'),
(141226, 67, 19, '08:46.1', 36.047734334611555, 99.86731945, 122, 74, 69, 'Female', 52.39305695781052, 1.9600173657771873, 0.064839723, 48, 13.638100935992034, 90, 'High Risk'),
(141227, 74, 17, '07:46.1', 36.258301179438924, 99.42478842, 137, 75, 62, 'Male', 83.59322370787277, 1.9070177603653764, 0.11010091520854018, 62, 22.98590451832194, 95.66666666666666, 'Low Risk'),
(141228, 68, 13, '06:46.1', 36.34773117963467, 96.54983419455937, 128, 79, 46, 'Male', 93.27002662, 1.5017440360337013, 0.057116326, 49, 41.35711818280616, 95.33333333333333, 'High Risk'),
(141229, 90, 16, '05:46.1', 36.467030310084624, 96.37983523736428, 130, 78, 40, 'Male', 94.32745863349052, 1.8285262276727905, 0.064222985, 52, 28.21212151141422, 95.33333333333333, 'Low Risk'),
(141230, 63, 13, '04:46.1', 36.36450959237872, 97.02936162, 137, 77, 60, 'Male', 93.20021602366882, 1.5340145790964197, 0.14713311002017393, 60, 39.60572291, 97, 'High Risk'),
(141231, 71, 14, '03:46.1', 36.96718246580721, 97.99408551854678, 133, 80, 64, 'Female', 78.83934273362546, 1.7668180595033622, 0.10198449053242563, 53, 25.255695660168552, 97.66666666666666, 'Low Risk'),
(141232, 63, 14, '02:46.1', 37.36737990596177, 99.48903899054146, 115, 75, 85, 'Female', 92.06905611372758, 1.8154233963361466, 0.1433607847193666, 40, 27.935589128605443, 88.33333333333333, 'Low Risk'),
(141233, 87, 17, '01:46.1', 36.48164268629452, 98.70977843, 120, 76, 54, 'Male', 98.41916534558685, 1.645901082693068, 0.098136194, 44, 36.33057034451308, 90.66666666666667, 'High Risk'),
(141234, 90, 14, '00:46.1', 36.21091036509954, 97.99869208047812, 118, 83, 48, 'Male', 90.34312514, 1.8713993746298263, 0.070087148, 35, 25.79658098995449, 94.66666666666667, 'Low Risk'),
(141235, 93, 17, '59:46.1', 36.19571437254769, 97.56866927678473, 132, 77, 76, 'Male', 90.91701939661155, 1.9840936610182227, 0.06648043, 55, 23.095153351660755, 95.33333333333333, 'High Risk'),
(141236, 69, 19, '58:46.1', 37.30869449618999, 97.70966036369887, 121, 80, 57, 'Female', 58.596286568379156, 1.7066119775686892, 0.069754937, 41, 20.11872783753386, 93.66666666666667, 'Low Risk'),
(141237, 78, 17, '57:46.1', 36.10004823725721, 95.44774538962396, 135, 70, 73, 'Female', 70.29050532884827, 1.7370213034842128, 0.13911382842023956, 65, 23.29626918508708, 91.66666666666666, 'Low Risk'),
(141238, 81, 12, '56:46.1', 36.12692722, 96.62109786593618, 137, 81, 43, 'Male', 79.73732539279102, 1.55226154, 0.11289514528334973, 56, 33.092674670917084, 99.66666666666666, 'High Risk'),
(141239, 92, 17, '55:46.1', 37.01629349970888, 95.78204851498298, 128, 75, 77, 'Male', 57.91055858991817, 1.6023057697672438, 0.052153763, 53, 22.556253196304866, 92.66666666666666, 'High Risk'),
(141240, 91, 13, '54:46.1', 37.14041971, 97.57848699, 114, 88, 75, 'Female', 57.021925662540276, 1.8045979310734752, 0.14251710638425769, 26, 17.509791284012323, 96.66666666666667, 'High Risk'),
(141241, 64, 18, '53:46.1', 36.256799820833415, 98.71402977429021, 129, 83, 62, 'Female', 95.50803766789478, 1.5359877063922998, 0.080289614, 46, 40.482231357244835, 98.33333333333333, 'High Risk'),
(141242, 98, 12, '52:46.1', 36.46308179675164, 99.67334144676298, 131, 71, 35, 'Male', 71.42335931, 1.9276859367438237, 0.14109068684740841, 60, 19.220634258875084, 91, 'High Risk'),
(141243, 67, 12, '51:46.1', 36.91860995, 96.53116755185985, 116, 72, 74, 'Male', 58.37271159592729, 1.7886695223823588, 0.055609934, 44, 18.245243093603037, 86.66666666666667, 'High Risk'),
(141244, 66, 13, '50:46.1', 37.33629684467474, 96.65274254203221, 136, 86, 19, 'Male', 89.48799397565506, 1.9013312786878998, 0.11080904595975344, 50, 24.75421662376231, 102.66666666666666, 'Low Risk'),
(141245, 88, 18, '49:46.1', 37.151351213601515, 99.66009949, 127, 74, 76, 'Female', 71.75482935083537, 1.7322311654983795, 0.10887688330911804, 53, 23.913296022345808, 91.66666666666666, 'Low Risk'),
(141246, 83, 16, '48:46.1', 37.08226102528662, 96.60963594064228, 121, 78, 62, 'Female', 89.16582151, 1.5536630151017947, 0.085067265, 43, 36.93896818967212, 92.33333333333333, 'High Risk'),
(141247, 92, 14, '47:46.1', 36.49145896442166, 95.40587513591291, 124, 83, 46, 'Male', 96.14860297151253, 1.5927224732072212, 0.11198921937513434, 41, 37.902055431377185, 96.66666666666667, 'High Risk'),
(141248, 79, 16, '46:46.1', 37.30468099335594, 96.62528898847027, 135, 71, 64, 'Male', 64.69911905372379, 1.6818817055759159, 0.072608661, 64, 22.872175465986405, 92.33333333333333, 'Low Risk'),
(141249, 90, 15, '45:46.1', 36.00445599235216, 95.15457996, 138, 80, 64, 'Female', 60.44227114779517, 1.6204882831362646, 0.072093243, 58, 23.01701413037822, 99.33333333333333, 'Low Risk'),
(141250, 89, 16, '44:46.1', 37.35885485046422, 98.55596945327588, 138, 88, 87, 'Male', 55.368384689649616, 1.8041482097708132, 0.067733917, 50, 17.01051374482023, 104.66666666666666, 'High Risk'),
(141251, 63, 17, '43:46.1', 36.18933619179808, 96.44588344660843, 122, 73, 22, 'Male', 53.122641701517196, 1.767113603504083, 0.06316675, 49, 17.011817825348533, 89.33333333333333, 'High Risk'),
(141252, 88, 16, '42:46.1', 36.156690478537215, 98.42693923449417, 113, 76, 66, 'Female', 52.51686782549083, 1.8996256643171994, 0.11938851459742601, 37, 14.553342814721885, 88.33333333333333, 'High Risk'),
(141253, 67, 14, '41:46.1', 37.30958272, 98.63433085, 124, 71, 26, 'Male', 66.09820630278746, 1.586021808947899, 0.10265664482266049, 53, 26.27673277643882, 88.66666666666666, 'Low Risk'),
(141254, 74, 13, '40:46.1', 36.632732396512694, 96.60186220817185, 112, 73, 63, 'Male', 85.48514021839264, 1.7833250011352972, 0.057832093472066186, 39, 26.880022757454316, 86, 'Low Risk'),
(141255, 62, 19, '39:46.1', 37.47517979410354, 95.83512291, 114, 84, 65, 'Female', 77.52549110499491, 1.880412914683452, 0.10714738417418115, 30, 21.924922936226604, 94, 'Low Risk'),
(141256, 94, 18, '38:46.1', 37.49876496484951, 98.29729053916734, 119, 89, 66, 'Male', 81.82505992505439, 1.912345676298855, 0.111416458, 30, 22.37451012531054, 99, 'High Risk'),
(141257, 80, 12, '37:46.1', 36.79101088568499, 96.67010294036152, 124, 70, 53, 'Male', 83.10457650451241, 1.5604854607246519, 0.10262074316735773, 54, 34.12757953286602, 88, 'High Risk'),
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(141433, 79, 17, '41:46.1', 37.06947330994486, 98.34562578257665, 114, 80, 28, 'Male', 58.443432452075484, 1.852463208258723, 0.11414406511368066, 34, 17.030858168679153, 91.33333333333333, 'High Risk'),
(141434, 97, 19, '40:46.1', 37.245987378639406, 95.28915900245897, 121, 81, 84, 'Female', 71.32656521867456, 1.7087936142846298, 0.089816656, 40, 24.427109878064936, 94.33333333333333, 'High Risk'),
(141435, 76, 19, '39:46.1', 36.43161099590469, 97.69331784937864, 137, 73, 39, 'Male', 90.20651588214074, 1.6424777119571177, 0.08450485, 64, 33.437895720602135, 94.33333333333333, 'High Risk'),
(141436, 66, 13, '38:46.1', 36.92190757120743, 99.42855401367315, 118, 72, 44, 'Male', 74.22227549268439, 1.5767185810530244, 0.10565349395931828, 46, 29.85560618164049, 87.33333333333333, 'Low Risk'),
(141437, 86, 12, '37:46.1', 36.81409360445194, 98.30196395679279, 110, 87, 71, 'Female', 56.45625148450005, 1.6754132188622053, 0.097276139, 23, 20.11259756, 94.66666666666667, 'Low Risk'),
(141438, 71, 16, '36:46.1', 36.56920079466875, 98.58472872887111, 110, 70, 88, 'Female', 67.15305735680778, 1.807512690132007, 0.14297107875644688, 40, 20.55431841055455, 83.33333333333333, 'Low Risk'),
(141439, 88, 15, '35:46.1', 37.27744038962063, 95.98345040859216, 136, 72, 80, 'Female', 73.23998437, 1.764531344626673, 0.059969876, 64, 23.522825566093207, 93.33333333333333, 'Low Risk'),
(141440, 77, 16, '34:46.1', 36.12843919131373, 96.35117143033264, 116, 76, 86, 'Female', 99.94791906781717, 1.8582649766663053, 0.12026246328793089, 40, 28.943994907459224, 89.33333333333333, 'Low Risk'),
(141441, 94, 14, '33:46.1', 36.899693446614016, 99.27592865196031, 131, 84, 44, 'Male', 68.26253543451485, 1.5001207664285523, 0.1485367762099986, 47, 30.334019999258036, 99.66666666666667, 'High Risk'),
(141442, 93, 17, '32:46.1', 37.34300404443296, 98.63034918273334, 123, 76, 23, 'Male', 58.881802563118626, 1.6332274574038332, 0.053570449, 47, 22.07434122440918, 91.66666666666667, 'High Risk'),
(141443, 76, 12, '31:46.1', 36.249574374152004, 95.1300693, 134, 77, 58, 'Male', 65.00611351129173, 1.8914231381479234, 0.095301265, 57, 18.17091541578634, 96, 'High Risk'),
(141444, 72, 19, '30:46.1', 37.219485440632845, 97.95222007675972, 128, 85, 49, 'Male', 75.32201715215379, 1.9012193534881041, 0.13398407781684724, 43, 20.838069825969168, 99.33333333333333, 'Low Risk'),
(141445, 88, 14, '29:46.1', 36.20426251862303, 97.51636310131872, 113, 76, 33, 'Female', 54.367506193432426, 1.981387076537606, 0.10908808106998027, 37, 13.84843703056609, 88.33333333333333, 'High Risk'),
(141446, 61, 15, '28:46.1', 37.17842118758407, 98.89552645484005, 127, 86, 72, 'Male', 50.70290022877123, 1.8230729532663308, 0.14158186791688263, 41, 15.255438865628498, 99.66666666666667, 'High Risk'),
(141447, 96, 18, '27:46.1', 36.78254910200347, 95.04304913, 112, 75, 87, 'Male', 64.61198923506021, 1.5564370368474683, 0.069126354, 37, 26.671657074328927, 87.33333333333333, 'High Risk'),
(141448, 82, 15, '26:46.1', 37.38698717378194, 98.61901262348434, 134, 86, 46, 'Female', 85.29139173886003, 1.8796821829328005, 0.12169788931625779, 48, 24.13994917124487, 102, 'Low Risk'),
(141449, 97, 15, '25:46.1', 36.584694176691144, 96.07592857851856, 132, 74, 67, 'Female', 54.82325691888583, 1.7162305894658618, 0.09642546, 58, 18.612879063723312, 93.33333333333333, 'High Risk'),
(141450, 96, 14, '24:46.1', 36.30915604693478, 97.27963227147468, 135, 72, 43, 'Male', 90.36978762176116, 1.5723142946605737, 0.1453630371940579, 63, 36.55481042781855, 93, 'High Risk'),
(141451, 96, 15, '23:46.1', 36.46554895793041, 96.29088054079679, 124, 87, 26, 'Male', 66.62772206358576, 1.6262215397532258, 0.13346659019244045, 37, 25.193908467835563, 99.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(141453, 80, 13, '21:46.1', 36.257534410337584, 97.33504623451769, 119, 89, 54, 'Female', 81.41196931349086, 1.5591264632027846, 0.1228837914679761, 30, 33.49080406019458, 99, 'High Risk'),
(141454, 94, 14, '20:46.1', 36.59909391746656, 99.01346947957522, 117, 81, 51, 'Male', 59.755504126682936, 1.5173308561255365, 0.053416365, 36, 25.95477901, 93, 'High Risk'),
(141455, 68, 16, '19:46.1', 36.19582953069949, 99.84192804582489, 127, 85, 69, 'Female', 95.37941334058402, 1.8827577369336101, 0.067334625, 42, 26.907030123691467, 99, 'Low Risk'),
(141456, 73, 16, '18:46.1', 36.18803250112518, 99.61512724053162, 136, 75, 54, 'Male', 88.25100441759912, 1.7198216125619628, 0.068050982, 61, 29.836841850081417, 95.33333333333333, 'Low Risk'),
(141457, 80, 12, '17:46.1', 36.44231966754787, 99.46672284, 117, 81, 71, 'Female', 97.31557735, 1.6827316666396936, 0.057381194530502826, 36, 34.36787090049722, 93, 'High Risk'),
(141458, 87, 14, '16:46.1', 36.044892283986115, 95.45485179424035, 128, 81, 74, 'Male', 83.32272896846928, 1.9337864299106282, 0.11540930238441442, 47, 22.28160489087517, 96.66666666666667, 'Low Risk'),
(141459, 60, 17, '15:46.1', 36.632885758895426, 95.56818952956803, 132, 78, 47, 'Female', 93.36294022562893, 1.7165166128261493, 0.088092447, 54, 31.686808433707995, 96, 'High Risk'),
(141460, 81, 13, '14:46.1', 37.03807305962617, 98.45316295404672, 121, 84, 41, 'Female', 82.60158787726965, 1.9039255560227089, 0.089120727, 37, 22.78706909879949, 96.33333333333333, 'Low Risk'),
(141461, 89, 15, '13:46.1', 37.30832628525715, 98.96488114514342, 129, 72, 70, 'Female', 99.51592177, 1.9435116330310422, 0.079395778, 57, 26.34621800267195, 91, 'Low Risk'),
(141462, 61, 16, '12:46.1', 36.16710904656549, 97.47656727171233, 136, 88, 56, 'Female', 68.10321266340591, 1.8176452842721378, 0.11276853209855382, 48, 20.613385794180335, 104, 'Low Risk'),
(141463, 60, 18, '11:46.1', 36.57143413101443, 96.22957410582939, 119, 84, 87, 'Female', 76.56666267156956, 1.836467677267886, 0.12741524721201863, 35, 22.702471539785982, 95.66666666666667, 'Low Risk'),
(141464, 86, 18, '10:46.1', 36.08428304, 99.48085894566596, 124, 79, 18, 'Male', 99.31309951142262, 1.6479572522288084, 0.083024013, 45, 36.56913201384587, 94, 'High Risk'),
(141465, 69, 13, '09:46.1', 36.67448193950106, 96.77330146, 122, 81, 43, 'Male', 72.59461395791402, 1.8094707567712125, 0.1483128358261379, 41, 22.171815833928175, 94.66666666666667, 'Low Risk'),
(141466, 74, 14, '08:46.1', 36.04080113369976, 97.96047879776404, 124, 85, 41, 'Female', 59.80522262233252, 1.976522339019125, 0.1013958156509275, 39, 15.308606398573929, 98, 'High Risk'),
(141467, 77, 12, '07:46.1', 37.183482574854125, 99.00207348510227, 130, 74, 82, 'Female', 67.41602978, 1.924004115102651, 0.09708294, 56, 18.211729017362988, 92.66666666666666, 'High Risk'),
(141468, 96, 19, '06:46.1', 37.058648140827984, 96.10886468, 133, 83, 43, 'Male', 78.19870592455818, 1.9645380297971706, 0.085094994, 50, 20.261830849906957, 99.66666666666666, 'High Risk'),
(141469, 82, 12, '05:46.1', 36.928138762710276, 95.38031808856152, 123, 76, 88, 'Female', 58.20909894996518, 1.8796803928057964, 0.096636805, 47, 16.47490253995204, 91.66666666666667, 'High Risk'),
(141470, 65, 14, '04:46.1', 36.40737146738257, 97.42634695564531, 135, 77, 63, 'Male', 95.03980642845337, 1.790203662836446, 0.093277371, 58, 29.655186547773106, 96.33333333333333, 'Low Risk'),
(141471, 66, 12, '03:46.1', 37.43900199296388, 99.09766608600434, 116, 78, 68, 'Female', 58.18835285576368, 1.8490784447620507, 0.14865678726476172, 38, 17.018661170753013, 90.66666666666667, 'High Risk'),
(141472, 86, 15, '02:46.1', 37.12880580171908, 96.39008110624299, 116, 81, 46, 'Female', 76.22754434280914, 1.9275230377847303, 0.12014849595495411, 35, 20.516948786010207, 92.66666666666667, 'Low Risk'),
(141473, 85, 19, '01:46.1', 36.69320199268103, 99.23238816, 112, 85, 29, 'Female', 61.98166689221611, 1.6434759751797157, 0.087138533, 27, 22.947560949952486, 94, 'Low Risk'),
(141474, 73, 17, '00:46.1', 36.72474996846709, 98.87418754705801, 125, 87, 31, 'Male', 71.08067997, 1.9185776915354413, 0.12298928491217027, 38, 19.310467719926795, 99.66666666666667, 'Low Risk'),
(141475, 90, 17, '59:46.1', 36.00719494, 98.73642068, 110, 80, 56, 'Male', 51.31527563881699, 1.629542176980759, 0.066339575, 30, 19.32481988060131, 90, 'Low Risk'),
(141476, 79, 17, '58:46.1', 36.96935200506342, 98.75668546253372, 132, 81, 77, 'Female', 87.95944688916775, 1.9103146721254787, 0.1397816259531124, 51, 24.103086934748784, 98, 'Low Risk'),
(141477, 78, 16, '57:46.1', 37.44432451, 96.40308751, 132, 86, 80, 'Male', 98.37938378324205, 1.5067913294667306, 0.11291055187849361, 46, 43.330916303038286, 101.33333333333333, 'High Risk'),
(141478, 65, 12, '56:46.1', 36.61539701337211, 99.38991676878292, 117, 89, 39, 'Male', 94.12414562092349, 1.5120690684643288, 0.130360527, 28, 41.167812259540526, 98.33333333333333, 'High Risk'),
(141479, 79, 16, '55:46.1', 36.13122007058303, 98.97425680282542, 120, 75, 35, 'Female', 66.26839293275555, 1.5652106619676767, 0.11125185484763159, 45, 27.049599765131088, 90, 'Low Risk'),
(141480, 65, 14, '54:46.1', 37.42676057, 99.48853103154785, 121, 86, 42, 'Male', 97.89807896, 1.8021617674465977, 0.14052421638242926, 35, 30.143010572153116, 97.66666666666667, 'High Risk'),
(141481, 60, 12, '53:46.1', 37.23418400160435, 95.99507458, 139, 77, 59, 'Female', 62.401981884956356, 1.7323554022877126, 0.11507676512019999, 62, 20.79334663909035, 97.66666666666666, 'Low Risk'),
(141482, 69, 19, '52:46.1', 37.49351354104218, 98.38475160204457, 127, 83, 66, 'Female', 92.92736896896457, 1.6551122775357199, 0.13821158389548038, 44, 33.92256792260408, 97.66666666666667, 'High Risk'),
(141483, 72, 12, '51:46.1', 37.07739676638767, 98.35566058799803, 128, 75, 24, 'Male', 61.343337367727145, 1.5732607712064262, 0.10202569758538829, 53, 24.783690238669575, 92.66666666666666, 'Low Risk'),
(141484, 98, 18, '50:46.1', 36.04778185297041, 99.22768451146625, 128, 77, 68, 'Male', 74.71915438797772, 1.5515594828110484, 0.11238055869284645, 51, 31.038097160794774, 94, 'High Risk'),
(141485, 99, 13, '49:46.1', 37.3832679, 97.93412303920454, 126, 70, 26, 'Female', 86.59006870862453, 1.5669715580022654, 0.089523029, 56, 35.26515985958046, 88.66666666666666, 'High Risk'),
(141486, 62, 19, '48:46.1', 36.77554504, 96.87227249330407, 135, 75, 55, 'Female', 68.64723332136322, 1.766971621752513, 0.068543279, 60, 21.986894339791178, 95, 'Low Risk'),
(141487, 96, 18, '47:46.1', 37.26291421280109, 95.40894948709776, 122, 87, 88, 'Male', 65.28908491, 1.8671185007229403, 0.072088694, 35, 18.728233569847223, 98.66666666666667, 'High Risk'),
(141488, 96, 19, '46:46.1', 37.408112774379525, 95.32711927834777, 121, 87, 34, 'Male', 71.35006138, 1.6817012709478862, 0.10716543695739411, 34, 25.228803041104552, 98.33333333333333, 'High Risk'),
(141489, 62, 12, '45:46.1', 36.37811331569507, 96.94283672540227, 127, 87, 40, 'Male', 88.35015264353214, 1.5525461037538355, 0.10480692295886374, 40, 36.65373982693888, 100.33333333333333, 'High Risk'),
(141490, 92, 13, '44:46.1', 37.410207378749185, 96.85081752438474, 115, 74, 28, 'Male', 78.42193806895023, 1.967603299643418, 0.097116036, 41, 20.256410364516235, 87.66666666666667, 'High Risk'),
(141491, 82, 18, '43:46.1', 36.90841345148928, 98.47321930971646, 132, 76, 85, 'Female', 96.30872362920762, 1.5381024188213508, 0.13809163979106776, 56, 40.709438941927644, 94.66666666666666, 'High Risk'),
(141492, 63, 16, '42:46.1', 37.27743312461714, 97.81768283, 126, 87, 73, 'Male', 80.55117124912228, 1.8344119365710811, 0.14415631276742646, 39, 23.937463232044237, 100, 'Low Risk'),
(141493, 71, 15, '41:46.1', 37.16015645100971, 96.53937344230393, 134, 85, 68, 'Female', 54.65442142232151, 1.860025892959113, 0.051189636, 49, 15.797462068338398, 101.33333333333333, 'High Risk'),
(141494, 62, 18, '40:46.1', 36.17698526719322, 99.69293684022098, 135, 77, 63, 'Male', 95.91202966018855, 1.5708281679258487, 0.13939496787885797, 58, 38.87010561886785, 96.33333333333333, 'High Risk'),
(141495, 81, 16, '39:46.1', 37.32982494982713, 95.31774051418202, 122, 84, 84, 'Female', 86.96154758340475, 1.8376276855271116, 0.066405532, 38, 25.75207386533134, 96.66666666666667, 'Low Risk'),
(141496, 86, 17, '38:46.1', 37.42170187610017, 96.43651630740851, 119, 71, 83, 'Male', 63.481308064465956, 1.5720884930885568, 0.10968093411122393, 48, 25.685728590665192, 87, 'Low Risk'),
(141497, 96, 18, '37:46.1', 36.38011320841463, 97.81186395698319, 133, 82, 76, 'Female', 58.37571484221047, 1.9170547393638067, 0.1332903797711061, 51, 15.884120903437218, 99, 'High Risk'),
(141498, 78, 13, '36:46.1', 37.06908804219833, 97.35764870432764, 118, 80, 77, 'Male', 76.02862600330158, 1.5060244793195614, 0.14624539854330706, 38, 33.52070004385411, 92.66666666666667, 'High Risk'),
(141499, 79, 13, '35:46.1', 37.22757190588865, 97.17520432, 116, 72, 37, 'Male', 97.52141510917266, 1.5426493324475006, 0.075080028, 44, 40.979396986965035, 86.66666666666667, 'High Risk'),
(141500, 64, 13, '34:46.1', 37.28677136463819, 97.07297758, 128, 86, 62, 'Female', 68.64439261942272, 1.8266355374501981, 0.094636488, 42, 20.57317220637413, 100, 'Low Risk'),
(141501, 86, 19, '33:46.1', 36.26642653360158, 95.54476181456162, 125, 70, 73, 'Female', 91.75915598362198, 1.738243721360706, 0.073907633, 55, 30.368830769810213, 88.33333333333333, 'High Risk'),
(141502, 66, 17, '32:46.1', 37.15241566, 96.57623439152201, 114, 82, 45, 'Female', 61.81795790372482, 1.9500354065580259, 0.13470440422567245, 32, 16.256597786106813, 92.66666666666667, 'High Risk'),
(141503, 91, 16, '31:46.1', 36.866402948064355, 97.02391771727498, 114, 75, 62, 'Female', 87.67246869866396, 1.804971714838285, 0.11063100167396704, 39, 26.91054135473943, 88, 'High Risk'),
(141504, 62, 15, '30:46.1', 36.13109811, 97.23211468611616, 119, 82, 57, 'Female', 99.06438787043334, 1.9418724380411319, 0.10669121115929375, 37, 26.270973423345836, 94.33333333333333, 'Low Risk'),
(141505, 84, 18, '29:46.1', 37.14598791363208, 95.63540419117098, 121, 87, 27, 'Male', 95.54996137215826, 1.5988764617478801, 0.068777921, 34, 37.37667788971009, 98.33333333333333, 'High Risk'),
(141506, 99, 14, '28:46.1', 36.63195091876785, 95.07725499651308, 119, 83, 42, 'Female', 66.79275607934328, 1.6657840318496544, 0.072450352, 36, 24.070880394277243, 95, 'High Risk'),
(141507, 85, 17, '27:46.1', 36.07951602971103, 97.46440309290311, 133, 87, 83, 'Male', 99.33308972343144, 1.7068486409490018, 0.10796032613272864, 46, 34.096038512095625, 102.33333333333333, 'High Risk'),
(141508, 75, 16, '26:46.1', 36.55525043908601, 97.43142591070678, 113, 88, 24, 'Male', 95.66410725767912, 1.614381663316467, 0.054796839, 25, 36.70596032798033, 96.33333333333333, 'High Risk'),
(141509, 99, 18, '25:46.1', 37.42399474242263, 96.88030279303706, 127, 76, 70, 'Male', 82.82535159850897, 1.5767410449058377, 0.067324088, 51, 33.31520898817073, 93, 'High Risk'),
(141510, 96, 13, '24:46.1', 37.02076569903152, 97.76177229171206, 119, 77, 27, 'Male', 85.56833951, 1.644208994468531, 0.061504241769604354, 42, 31.651847536813634, 91, 'High Risk'),
(141511, 89, 18, '23:46.1', 37.46357236666765, 99.00194903312219, 136, 78, 84, 'Female', 55.55555758058203, 1.6791031581406384, 0.11331126946267865, 58, 19.704832784473787, 97.33333333333333, 'Low Risk'),
(141512, 97, 19, '22:46.1', 37.18615197036206, 97.50851794047009, 131, 73, 32, 'Male', 88.87400463504852, 1.8894734483883677, 0.13140784959941076, 58, 24.89391274263666, 92.33333333333333, 'High Risk'),
(141513, 74, 16, '21:46.1', 36.608026798458546, 99.75447189, 135, 83, 55, 'Male', 67.78007113, 1.9566669431954355, 0.069893405, 52, 17.7038697, 100.33333333333333, 'High Risk'),
(141514, 73, 12, '20:46.1', 37.09411831494681, 96.56258085818304, 112, 79, 62, 'Male', 65.02945221789113, 1.9238537311134416, 0.1092834191665776, 33, 17.56976674345358, 90, 'High Risk'),
(141515, 64, 18, '19:46.1', 37.34058457503957, 98.73992088368071, 125, 85, 36, 'Male', 58.67375658277587, 1.7369684192620305, 0.13568539214352143, 40, 19.447332966477546, 98.33333333333333, 'Low Risk'),
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(141692, 91, 19, '22:46.1', 36.44180237629683, 99.32735295816228, 112, 85, 47, 'Female', 82.59272567886323, 1.7496194023113314, 0.12200153535474995, 27, 26.98078780726356, 94, 'High Risk'),
(141693, 88, 17, '21:46.1', 36.74509752513476, 99.99383595957539, 113, 88, 38, 'Male', 63.25077960297409, 1.5988613908522158, 0.13961824979162685, 25, 24.742538352973213, 96.33333333333333, 'Low Risk'),
(141694, 63, 17, '20:46.1', 36.277677769225456, 98.58568816361611, 137, 89, 42, 'Female', 75.00881709177034, 1.7231582313750802, 0.10162330441531214, 48, 25.261666574691862, 105, 'Low Risk'),
(141695, 62, 14, '19:46.1', 36.49043408, 98.98083178206552, 136, 76, 45, 'Female', 98.58601068, 1.5020084299478345, 0.10514750674788181, 60, 43.698904816454565, 96, 'High Risk'),
(141696, 77, 14, '18:46.1', 37.229507625788116, 96.25626327546956, 131, 86, 55, 'Female', 56.93476460725278, 1.6918839948411852, 0.13959038039755978, 45, 19.890072464295585, 101, 'Low Risk'),
(141697, 99, 14, '17:46.1', 36.652674891631655, 95.68944078468604, 130, 84, 78, 'Female', 86.50234392902226, 1.6239079632296063, 0.080469622, 46, 32.802357129928616, 99.33333333333333, 'High Risk'),
(141698, 89, 15, '16:46.1', 36.490500599940304, 95.31581352184728, 111, 84, 51, 'Female', 52.081327397218494, 1.5161338972046219, 0.090992022, 27, 22.65723605, 93, 'Low Risk'),
(141699, 60, 15, '15:46.1', 36.96312481985762, 99.35641885382412, 110, 77, 78, 'Female', 74.63175974288609, 1.7527876446429511, 0.14004601113796655, 33, 24.292100853238882, 88, 'Low Risk'),
(141700, 76, 17, '14:46.1', 37.23786449249545, 99.63104059268406, 122, 85, 29, 'Female', 66.71246443621843, 1.9520943111992541, 0.080962868, 37, 17.506744463465285, 97.33333333333333, 'High Risk'),
(141701, 81, 13, '13:46.1', 36.20749595063824, 96.64643242021747, 132, 86, 19, 'Male', 60.273337760826585, 1.7558442459160275, 0.1466571848151467, 46, 19.550292735282497, 101.33333333333333, 'Low Risk'),
(141702, 61, 18, '12:46.1', 36.80963945295639, 95.15867458395411, 123, 83, 47, 'Male', 85.20047482777602, 1.6428688435241856, 0.06113411, 40, 31.567212096799306, 96.33333333333333, 'High Risk'),
(141703, 70, 15, '11:46.1', 36.846538428195856, 97.40828134720913, 125, 80, 61, 'Male', 94.01544459064925, 1.9537698630731615, 0.11352263923372481, 45, 24.629318303075834, 95, 'Low Risk'),
(141704, 79, 19, '10:46.1', 37.36355512939402, 95.76191731532545, 136, 73, 78, 'Male', 92.41954516973382, 1.8549858264989791, 0.10809226778752265, 63, 26.85855449646811, 94, 'Low Risk'),
(141705, 86, 16, '09:46.1', 37.04538322111745, 95.51502503822921, 118, 80, 84, 'Female', 90.19670770933423, 1.550982601232327, 0.11774761199451898, 38, 37.49530007510547, 92.66666666666667, 'High Risk'),
(141706, 70, 15, '08:46.1', 37.11623735420831, 99.82912178, 132, 86, 29, 'Female', 85.67744057375226, 1.8428811567652719, 0.11637030678593292, 46, 25.22736121, 101.33333333333333, 'Low Risk'),
(141707, 72, 18, '07:46.1', 36.28733597, 96.10873485495087, 130, 82, 42, 'Male', 63.09159716002361, 1.7328118652588467, 0.065383058, 48, 21.012063060730558, 98, 'Low Risk'),
(141708, 93, 13, '06:46.1', 36.18801101770394, 96.02885038490993, 126, 86, 57, 'Male', 89.94537072940716, 1.5803663396504046, 0.11374845412779626, 40, 36.01332946121996, 99.33333333333333, 'High Risk'),
(141709, 83, 15, '05:46.1', 36.99948407147736, 95.76357327446915, 118, 77, 33, 'Female', 82.21687628379192, 1.8339769462122248, 0.098966416, 41, 24.444053641918334, 90.66666666666667, 'Low Risk'),
(141710, 77, 19, '04:46.1', 37.35572565914291, 97.19568405, 135, 86, 51, 'Female', 57.895550650197336, 1.7673124556297943, 0.10033219166404259, 49, 18.536106342060098, 102.33333333333333, 'Low Risk'),
(141711, 99, 14, '03:46.1', 36.48337717227245, 96.61137754575643, 139, 81, 87, 'Male', 81.32170375868473, 1.8576181869250803, 0.073481065, 58, 23.566417112709104, 100.33333333333333, 'High Risk'),
(141712, 62, 14, '02:46.1', 36.445027195118975, 96.96514012802974, 117, 72, 49, 'Male', 59.492265239461446, 1.8865428415034717, 0.083591526, 45, 16.715799813356412, 87, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(141714, 73, 15, '00:46.1', 36.62856891367792, 99.96900232301886, 134, 73, 68, 'Male', 95.80514782232989, 1.8822384599305546, 0.092965634, 61, 27.04204673482855, 93.33333333333333, 'Low Risk'),
(141715, 84, 16, '59:46.1', 37.01871636486688, 98.70647867968434, 110, 77, 88, 'Female', 61.98852783355447, 1.8585260986354601, 0.053842675789690445, 33, 17.946261602430237, 88, 'High Risk'),
(141716, 97, 17, '58:46.1', 37.320792581333365, 97.17098703, 117, 84, 81, 'Female', 54.117753890569674, 1.9770750673267146, 0.054119905, 33, 13.845015448917227, 95, 'High Risk'),
(141717, 60, 18, '57:46.1', 36.16925390269266, 99.72242856660792, 117, 73, 69, 'Female', 78.28095615008556, 1.9674650338528568, 0.11416957520048421, 44, 20.22283675718965, 87.66666666666667, 'Low Risk'),
(141718, 65, 19, '56:46.1', 36.68836526856612, 98.46176531951568, 133, 81, 21, 'Female', 97.19961318859426, 1.7520536735565104, 0.063668399, 52, 31.66428775689832, 98.33333333333333, 'High Risk'),
(141719, 79, 13, '55:46.1', 36.94311121055585, 96.16706211695681, 139, 84, 88, 'Male', 51.70525330079414, 1.6558082080299277, 0.13014023770812622, 55, 18.858824015393118, 102.33333333333333, 'Low Risk'),
(141720, 91, 17, '54:46.1', 36.53325390435827, 97.15029483614985, 120, 73, 55, 'Female', 71.08185225078549, 1.6606020529820502, 0.070750718, 47, 25.77671650339261, 88.66666666666667, 'High Risk'),
(141721, 98, 15, '53:46.1', 36.14658205928496, 99.64188103589181, 116, 72, 28, 'Male', 72.16058278464564, 1.8353655137238705, 0.052227684870709314, 44, 21.421747591224456, 86.66666666666667, 'High Risk'),
(141722, 85, 19, '52:46.1', 36.09236394772651, 99.00103153027368, 134, 85, 45, 'Female', 78.29738436649018, 1.7359180103209642, 0.069264678, 49, 25.982972641229765, 101.33333333333333, 'Low Risk'),
(141723, 99, 14, '51:46.1', 36.039473314118936, 96.89158687937653, 134, 86, 39, 'Male', 83.45695914055555, 1.961948045410899, 0.11493393008490614, 48, 21.681411462854243, 102, 'High Risk'),
(141724, 65, 15, '50:46.1', 36.19451653924236, 98.35919338213196, 121, 89, 58, 'Male', 63.266202269358274, 1.5772964295070802, 0.060787995577480526, 32, 25.42992767874579, 99.66666666666667, 'Low Risk'),
(141725, 80, 14, '49:46.1', 36.48053465360884, 96.61337451182199, 136, 70, 56, 'Male', 89.2835103, 1.8788790234824695, 0.055589847, 66, 25.291443727450076, 92, 'Low Risk'),
(141726, 75, 15, '48:46.1', 37.360355970765795, 99.56890884669187, 117, 87, 67, 'Male', 71.50682047130987, 1.7607444713820628, 0.14028289329304927, 30, 23.065071269005674, 97, 'Low Risk'),
(141727, 89, 17, '47:46.1', 36.362281482750504, 98.73189956351231, 123, 70, 61, 'Female', 78.99466648481148, 1.615253855, 0.13218732328567973, 53, 30.27723401732317, 87.66666666666666, 'High Risk'),
(141728, 99, 14, '46:46.1', 36.075939287588874, 99.55805822440426, 135, 82, 72, 'Female', 80.02691280097577, 1.7679191288263665, 0.081225034, 53, 25.604203699134526, 99.66666666666666, 'High Risk'),
(141729, 86, 17, '45:46.1', 36.145436202245094, 96.12836162742032, 134, 78, 28, 'Male', 69.86765286123506, 1.9026516414568022, 0.13793227670948416, 56, 19.30001264462256, 96.66666666666666, 'Low Risk'),
(141730, 78, 15, '44:46.1', 36.82472906172552, 95.72844563012495, 128, 86, 57, 'Female', 98.47096746045602, 1.5345990099408617, 0.085856789, 42, 41.813678670933804, 100, 'High Risk'),
(141731, 95, 19, '43:46.1', 36.57078319848883, 95.08773669370139, 132, 87, 70, 'Female', 92.92449139, 1.6664029007349317, 0.13158464812748638, 45, 33.46340787, 102, 'High Risk'),
(141732, 94, 16, '42:46.1', 36.671316485491445, 95.25412355077086, 131, 85, 63, 'Female', 68.60979215263798, 1.5522853197043642, 0.13201196179729793, 46, 28.473640869466305, 100.33333333333333, 'High Risk'),
(141733, 85, 18, '41:46.1', 36.02916220615996, 97.6825786, 129, 80, 69, 'Male', 68.12790563, 1.9164592120465693, 0.079250162, 49, 18.549229602410236, 96.33333333333333, 'Low Risk'),
(141734, 97, 16, '40:46.1', 36.75162602942049, 97.98124673339824, 116, 73, 44, 'Female', 67.90684821291262, 1.5730896185216412, 0.13411474593451905, 43, 27.441423982434156, 87.33333333333333, 'High Risk'),
(141735, 75, 16, '39:46.1', 36.33908995199555, 96.90717575222872, 125, 79, 73, 'Male', 54.16854233, 1.6415536002871538, 0.11111563551294527, 46, 20.101895595565924, 94.33333333333333, 'Low Risk'),
(141736, 77, 14, '38:46.1', 37.14205780855851, 95.50568145812846, 132, 72, 48, 'Male', 55.21705645818632, 1.5859769758455564, 0.13521159910574693, 60, 21.952272993403273, 92, 'Low Risk'),
(141737, 96, 16, '37:46.1', 37.239752420676695, 96.92071473473537, 129, 77, 29, 'Male', 70.34758329406068, 1.5073875409945132, 0.07489596, 52, 30.959885055398892, 94.33333333333333, 'High Risk'),
(141738, 82, 13, '36:46.1', 37.2621439, 96.86109900389418, 139, 79, 51, 'Female', 59.30454199890414, 1.9691890910024046, 0.11882884955543502, 60, 15.293719263964299, 99, 'High Risk'),
(141739, 65, 17, '35:46.1', 36.28397430985139, 99.82863450636319, 118, 82, 28, 'Female', 98.33546726626267, 1.5247188340353748, 0.1316985962519332, 36, 42.299054120127515, 94, 'High Risk'),
(141740, 88, 13, '34:46.1', 36.47801037747122, 95.26407592895004, 120, 86, 38, 'Male', 57.38661438911629, 1.6119949686587336, 0.087412783, 34, 22.084279742284917, 97.33333333333333, 'Low Risk'),
(141741, 92, 19, '33:46.1', 37.11753021012359, 95.00028561946108, 129, 79, 42, 'Female', 66.46229341014106, 1.5201107175499005, 0.12998357310021152, 50, 28.76238407870918, 95.66666666666666, 'High Risk'),
(141742, 95, 17, '32:46.1', 36.79325990367283, 96.41353146720265, 115, 86, 38, 'Female', 79.15679731526855, 1.5396887425595391, 0.11441212744615796, 29, 33.390455644232176, 95.66666666666667, 'High Risk'),
(141743, 89, 14, '31:46.1', 37.14565652154934, 96.59134061773453, 113, 70, 25, 'Female', 75.63768207528508, 1.6592641470183906, 0.11177542955617797, 43, 27.473067491443828, 84.33333333333333, 'Low Risk'),
(141744, 67, 13, '30:46.1', 37.22144059120934, 96.02277756, 114, 89, 21, 'Male', 94.31623287737168, 1.626205693805356, 0.11821643089812334, 25, 35.66444675932135, 97.33333333333333, 'High Risk'),
(141745, 60, 12, '29:46.1', 36.34057146272696, 98.32070589201872, 114, 83, 49, 'Male', 51.850846644950074, 1.562640788202077, 0.053534535630388784, 31, 21.234280007160528, 93.33333333333333, 'Low Risk'),
(141746, 96, 17, '28:46.1', 36.092687623085425, 98.89668164377095, 114, 71, 89, 'Female', 65.47158422, 1.7367772632415661, 0.11346568851740334, 43, 21.70524037239303, 85.33333333333333, 'High Risk'),
(141747, 93, 17, '27:46.1', 36.15794480629563, 96.69948595379918, 122, 81, 53, 'Female', 64.94170115, 1.6318493034557229, 0.13606336131336877, 41, 24.387290967729708, 94.66666666666667, 'High Risk'),
(141748, 99, 18, '26:46.1', 36.417336059208374, 95.58000927013438, 139, 77, 76, 'Male', 68.44860711457181, 1.732120594707478, 0.071939097, 62, 22.814363878978234, 97.66666666666666, 'High Risk'),
(141749, 62, 16, '25:46.1', 36.42871418241752, 95.52636494, 122, 80, 35, 'Male', 92.17225422, 1.9281787254091598, 0.12885011110500816, 42, 24.79166161311768, 94, 'Low Risk'),
(141750, 93, 18, '24:46.1', 36.93855899267676, 98.25770046997164, 135, 86, 49, 'Male', 62.51115242136496, 1.8546511680122804, 0.062913726, 49, 18.173267979092763, 102.33333333333333, 'High Risk'),
(141751, 89, 16, '23:46.1', 36.67672812, 98.89715060639492, 133, 71, 38, 'Female', 53.64871138643712, 1.924996959346785, 0.11438856952798572, 62, 14.477687534374844, 91.66666666666666, 'High Risk'),
(141752, 63, 12, '22:46.1', 36.774269335475346, 98.06885378192874, 124, 77, 49, 'Female', 72.95913252248063, 1.6040932057491721, 0.12451783916643341, 47, 28.35440007986838, 92.66666666666667, 'Low Risk'),
(141753, 70, 16, '21:46.1', 36.58487469789211, 97.23849876, 111, 71, 40, 'Male', 97.76703038948433, 1.9884245326004635, 0.10026977514574328, 40, 24.727157698289954, 84.33333333333333, 'Low Risk'),
(141754, 71, 19, '20:46.1', 36.106165398829084, 98.17227637439447, 136, 81, 78, 'Female', 66.19636506295896, 1.7503132411280502, 0.096747375, 55, 21.607403688676097, 99.33333333333333, 'Low Risk'),
(141755, 76, 18, '19:46.1', 36.74128180778233, 97.63511389262212, 123, 83, 66, 'Female', 97.10503165099394, 1.594978611194334, 0.095676942, 40, 38.17086547606856, 96.33333333333333, 'High Risk'),
(141756, 79, 12, '18:46.1', 37.32607393273491, 98.14160222720379, 130, 78, 28, 'Male', 87.38800159, 1.663544003286994, 0.085900444, 52, 31.577898297337068, 95.33333333333333, 'High Risk'),
(141757, 90, 15, '17:46.1', 36.374500982031655, 95.30675229110982, 136, 78, 44, 'Male', 83.75022733285053, 1.9069398639432666, 0.1248903993913811, 58, 23.030957787011065, 97.33333333333333, 'Low Risk'),
(141758, 80, 18, '16:46.1', 36.890965973768154, 97.34861424395194, 134, 71, 51, 'Female', 89.26993067394454, 1.8995220373366883, 0.1296016723188107, 63, 24.740958722743937, 92, 'Low Risk'),
(141759, 71, 12, '15:46.1', 37.02852501618245, 96.65718372536386, 116, 75, 27, 'Male', 66.96666234316393, 1.6007125775425486, 0.069292723, 41, 26.135567770584096, 88.66666666666667, 'Low Risk'),
(141760, 92, 19, '14:46.1', 36.47648282347342, 98.95631828766955, 121, 80, 31, 'Female', 60.382488503417896, 1.787407625843096, 0.1170392171867767, 41, 18.900086611286273, 93.66666666666667, 'High Risk'),
(141761, 98, 13, '13:46.1', 37.44074443992549, 99.37227360208585, 127, 83, 40, 'Male', 86.96807325473338, 1.7835333041151988, 0.10738510972164954, 44, 27.339930220744602, 97.66666666666667, 'High Risk'),
(141762, 89, 18, '12:46.1', 36.62453890112137, 99.29078957, 121, 70, 74, 'Female', 58.13166515205111, 1.8485418602690562, 0.13911338547227348, 51, 17.01195338515968, 87, 'High Risk'),
(141763, 75, 18, '11:46.1', 36.16462009624925, 96.73763018437094, 122, 82, 58, 'Male', 62.00465381612121, 1.9547092937038921, 0.089127331, 40, 16.22781064336456, 95.33333333333333, 'High Risk'),
(141764, 61, 12, '10:46.1', 37.36561407630839, 96.64968394682862, 115, 74, 44, 'Female', 99.78333009985671, 1.9985629428650578, 0.051814543, 41, 24.981719785980964, 87.66666666666667, 'Low Risk'),
(141765, 82, 18, '09:46.1', 36.566559658975265, 96.07950916386257, 123, 89, 87, 'Male', 69.53350631590301, 1.9313353892546128, 0.056200565207220624, 34, 18.641408902248337, 100.33333333333333, 'Low Risk'),
(141766, 88, 13, '08:46.1', 36.31375520307514, 99.44948550328921, 124, 75, 64, 'Male', 58.674332191731075, 1.7383511742203728, 0.058146107992173415, 49, 19.41659736, 91.33333333333333, 'Low Risk'),
(141767, 74, 15, '07:46.1', 36.16318250194345, 99.38092706496285, 135, 80, 35, 'Male', 71.43477187736151, 1.937678438372258, 0.065612588, 55, 19.025945521792394, 98.33333333333333, 'Low Risk'),
(141768, 92, 13, '06:46.1', 36.72827925975785, 97.98885245535469, 119, 81, 41, 'Female', 88.36881784127995, 1.6246626614059447, 0.144582767, 38, 33.47901302, 93.66666666666667, 'High Risk'),
(141769, 87, 15, '05:46.1', 36.64759717170856, 99.39323973183097, 123, 89, 68, 'Female', 82.26720091649878, 1.5530156338005465, 0.086593339, 34, 34.10947740895774, 100.33333333333333, 'High Risk'),
(141770, 60, 15, '04:46.1', 36.037548248753836, 98.32839458164935, 138, 87, 83, 'Female', 53.83951014591075, 1.8988378805668151, 0.14209531892639973, 51, 14.932252523759015, 104, 'High Risk'),
(141771, 64, 15, '03:46.1', 36.946350238732045, 95.3542418, 118, 87, 29, 'Female', 55.94797628303424, 1.606805686751021, 0.10871011942388781, 31, 21.669937657853126, 97.33333333333333, 'Low Risk'),
(141772, 91, 14, '02:46.1', 36.37471673049324, 96.39851011314406, 111, 76, 45, 'Female', 93.98875371849516, 1.7491754402678188, 0.13844769315321118, 35, 30.71914678617128, 87.66666666666667, 'High Risk'),
(141773, 60, 14, '01:46.1', 36.48383280581119, 96.02581055345573, 116, 89, 46, 'Female', 54.990012085788976, 1.7501942213360964, 0.13106432612757063, 27, 17.951937350597607, 98, 'High Risk'),
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(141949, 99, 15, '05:46.1', 36.70980157845671, 95.47821453367469, 122, 82, 79, 'Male', 56.42278495797506, 1.9236922616168313, 0.10117015993791215, 40, 15.246962166406306, 95.33333333333333, 'High Risk'),
(141950, 88, 12, '04:46.1', 37.208463888855974, 95.70980232525274, 132, 80, 57, 'Female', 80.97503327845178, 1.8098877068737642, 0.10998479715205814, 52, 24.719966319910828, 97.33333333333333, 'Low Risk'),
(141951, 88, 18, '03:46.1', 36.94377495805167, 98.90419592976738, 139, 85, 81, 'Female', 86.66976053575534, 1.6013437990972348, 0.12421950804545871, 54, 33.798578244465915, 103, 'High Risk'),
(141952, 98, 19, '02:46.1', 36.81451494923708, 95.22590533495797, 126, 76, 69, 'Female', 71.60083057714313, 1.9535378818462459, 0.11041130973100241, 50, 18.761794974129444, 92.66666666666666, 'High Risk'),
(141953, 90, 18, '01:46.1', 36.685511176884944, 99.94919025026557, 113, 74, 82, 'Female', 73.48353380704475, 1.5110906273210636, 0.094678355, 39, 32.181702044913024, 87, 'High Risk'),
(141954, 62, 13, '00:46.1', 36.98837024, 96.05650164589453, 121, 85, 52, 'Female', 60.50769733, 1.608204529379993, 0.11395547623188379, 36, 23.39527012398285, 97, 'Low Risk'),
(141955, 71, 14, '59:46.1', 36.925063974235535, 95.06094357229051, 134, 86, 26, 'Female', 85.02810478304153, 1.518776432140586, 0.065348825, 48, 36.861652486928485, 102, 'High Risk'),
(141956, 80, 17, '58:46.1', 36.54732564109599, 96.24619160955756, 135, 77, 21, 'Female', 92.05016458536099, 1.867208933949287, 0.12710890532169236, 58, 26.40211607365576, 96.33333333333333, 'Low Risk'),
(141957, 67, 16, '57:46.1', 37.09554955, 99.27915261844048, 136, 74, 56, 'Female', 69.70366702, 1.5285332420231432, 0.07950252, 62, 29.833612894733676, 94.66666666666666, 'Low Risk'),
(141958, 64, 16, '56:46.1', 36.05422848032533, 97.48487286544787, 124, 78, 58, 'Male', 52.22271969600529, 1.9071632587384129, 0.061209466, 46, 14.357662574637247, 93.33333333333333, 'High Risk'),
(141959, 84, 13, '55:46.1', 37.396995431229755, 99.63742882037029, 113, 76, 38, 'Male', 60.41891172, 1.6391980206955823, 0.071670072, 37, 22.485888684731414, 88.33333333333333, 'Low Risk'),
(141960, 74, 13, '54:46.1', 36.352412453432834, 98.95912536637582, 138, 73, 19, 'Male', 81.98219418703829, 1.8475085933551199, 0.10710106228686748, 65, 24.01853993172777, 94.66666666666666, 'Low Risk'),
(141961, 92, 18, '53:46.1', 36.30860334, 96.12397864721885, 138, 84, 79, 'Female', 88.57646918785771, 1.6597607436381256, 0.13810527901114622, 54, 32.15343584774046, 102, 'High Risk'),
(141962, 62, 15, '52:46.1', 36.48542237004867, 95.0538903, 122, 70, 85, 'Male', 51.88859313678033, 1.5808369841958827, 0.10520639464196557, 52, 20.763364120763303, 87.33333333333333, 'Low Risk'),
(141963, 99, 16, '51:46.1', 37.38140597656217, 98.17507679256641, 138, 73, 55, 'Female', 95.90819772320903, 1.5127388836626938, 0.12392673184566518, 65, 41.91097744337722, 94.66666666666666, 'High Risk'),
(141964, 76, 13, '50:46.1', 36.430528676734234, 98.02956210671047, 122, 72, 47, 'Female', 53.67422469137714, 1.6752386764585698, 0.074444152, 50, 19.125482384072463, 88.66666666666666, 'Low Risk'),
(141965, 64, 12, '49:46.1', 36.542817199150534, 99.18691666, 139, 85, 31, 'Male', 86.36899914881812, 1.864242674990901, 0.05705884, 54, 24.85152226475581, 103, 'Low Risk'),
(141966, 80, 13, '48:46.1', 37.09167917526201, 99.56193762201767, 127, 74, 84, 'Female', 94.03934711417568, 1.9668622753466873, 0.088415632, 53, 24.308698331680112, 91.66666666666666, 'Low Risk'),
(141967, 74, 16, '47:46.1', 37.053209705660215, 99.88295822, 138, 70, 19, 'Male', 98.30288459, 1.6995927289937773, 0.068672748, 68, 34.03114276790525, 92.66666666666666, 'High Risk'),
(141968, 99, 12, '46:46.1', 36.003560540108055, 99.44877542322934, 139, 85, 70, 'Female', 84.07440900826347, 1.9073983490236437, 0.10570823485313682, 54, 23.108992859919454, 103, 'High Risk'),
(141969, 78, 19, '45:46.1', 36.02586869198774, 95.77777062695034, 120, 87, 64, 'Female', 82.98495279289469, 1.9972065402857768, 0.090213948, 33, 20.804313624029902, 98, 'Low Risk'),
(141970, 92, 19, '44:46.1', 37.02301662469446, 96.32287001, 120, 77, 81, 'Female', 80.62647739, 1.5374941304796828, 0.11771284810616554, 43, 34.10756792, 91.33333333333333, 'High Risk'),
(141971, 68, 16, '43:46.1', 36.44442036178049, 97.61748653596433, 124, 79, 51, 'Female', 61.893245889444046, 1.9806532739895741, 0.14124806252395972, 45, 15.777069796186051, 94, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(141972, 83, 13, '42:46.1', 37.24909379962375, 97.69027039923151, 125, 85, 18, 'Male', 72.55605052718265, 1.817235771144178, 0.066028252, 40, 21.971063561604602, 98.33333333333333, 'Low Risk'),
(141973, 76, 19, '41:46.1', 37.02079112744703, 95.28767093107473, 129, 88, 78, 'Male', 77.53110968096077, 1.960848189390114, 0.10813629059915103, 41, 20.164527823549726, 101.66666666666667, 'Low Risk'),
(141974, 83, 16, '40:46.1', 37.266690337287955, 96.32004751041477, 132, 71, 32, 'Male', 64.21199382969905, 1.8580371992140527, 0.054239161, 61, 18.59976024218609, 91.33333333333333, 'Low Risk'),
(141975, 75, 19, '39:46.1', 36.95592004, 98.79092324454598, 117, 71, 50, 'Female', 97.02110089487539, 1.582944484218086, 0.14498135035118997, 46, 38.71995380060568, 86.33333333333333, 'High Risk'),
(141976, 78, 19, '38:46.1', 36.42746030277213, 98.99472661123579, 122, 70, 71, 'Female', 89.93359448218156, 1.9844093460653116, 0.07423338, 52, 22.838071282571786, 87.33333333333333, 'Low Risk'),
(141977, 88, 19, '37:46.1', 36.061897423774944, 99.97063561844618, 114, 77, 87, 'Female', 60.07202270683736, 1.618274772179065, 0.13477990602959017, 37, 22.938643286565018, 89.33333333333333, 'Low Risk'),
(141978, 65, 16, '36:46.1', 37.30905183, 98.30049932, 124, 72, 33, 'Female', 52.14379467878763, 1.7906881813771185, 0.095539539, 52, 16.261578446396587, 89.33333333333333, 'High Risk'),
(141979, 72, 14, '35:46.1', 37.245999086010016, 97.90616519549174, 126, 79, 23, 'Male', 90.24873951334877, 1.8554585723365349, 0.1051627966513918, 47, 26.21432145578114, 94.66666666666667, 'Low Risk'),
(141980, 73, 16, '34:46.1', 36.663990977094066, 98.00201199902794, 138, 78, 26, 'Male', 74.45838598, 1.9377999255733855, 0.054830305, 60, 19.828768757895674, 98, 'Low Risk'),
(141981, 90, 13, '33:46.1', 36.172949709519315, 95.07127308452235, 132, 84, 64, 'Male', 69.52813379702488, 1.9299964624941925, 0.1462766472202307, 48, 18.665840337886408, 100, 'Low Risk'),
(141982, 77, 16, '32:46.1', 37.12724603423466, 99.39584862, 121, 88, 51, 'Male', 69.42832698460239, 1.8542252033418418, 0.10961088941376648, 33, 20.193506588331577, 99, 'Low Risk'),
(141983, 79, 16, '31:46.1', 36.124305855600035, 99.65029251933191, 118, 86, 81, 'Male', 62.01679435, 1.8652703684805987, 0.11371047456319629, 32, 17.824843749700992, 96.66666666666667, 'High Risk'),
(141984, 93, 13, '30:46.1', 36.766896235245824, 98.52232419393408, 119, 76, 20, 'Male', 97.08993613441123, 1.9547284635186375, 0.092936307, 43, 25.40980554696217, 90.33333333333333, 'High Risk'),
(141985, 97, 18, '29:46.1', 36.90982859050473, 96.47781154832151, 137, 75, 35, 'Female', 58.49333254406784, 1.8857961775415006, 0.1285287702022867, 62, 16.448142616415304, 95.66666666666666, 'High Risk'),
(141986, 63, 14, '28:46.1', 36.883377752784895, 97.88186160790339, 112, 85, 26, 'Female', 77.59755284059857, 1.8618014817831068, 0.09257872, 27, 22.386246526979424, 94, 'Low Risk'),
(141987, 73, 17, '27:46.1', 36.785407633934184, 97.23941146, 113, 85, 87, 'Male', 80.94623718852455, 1.6127737116452412, 0.12003427524456793, 28, 31.12073128811286, 94.33333333333333, 'High Risk'),
(141988, 73, 19, '26:46.1', 37.446438255814975, 97.90649913298104, 119, 78, 33, 'Female', 64.81530809481265, 1.6401922050440554, 0.055389651, 41, 24.092845884377155, 91.66666666666667, 'Low Risk'),
(141989, 94, 15, '25:46.1', 36.10656352200169, 98.38204104, 128, 84, 55, 'Male', 88.37514464961988, 1.6432388149970438, 0.11769977277467254, 44, 32.72870095461329, 98.66666666666667, 'High Risk'),
(141990, 61, 16, '24:46.1', 36.748446119300375, 95.21216453271163, 127, 71, 37, 'Male', 86.58373489841769, 1.8391256315115363, 0.1351743343738629, 56, 25.598441286335195, 89.66666666666666, 'Low Risk'),
(141991, 95, 12, '23:46.1', 36.31920375497063, 98.50944390690134, 120, 78, 68, 'Female', 67.87402550371124, 1.9602331426986586, 0.066961317, 42, 17.663963219826478, 92, 'High Risk'),
(141992, 66, 17, '22:46.1', 36.322707414383345, 95.54623921917644, 127, 85, 48, 'Male', 56.136827932431366, 1.562933559463099, 0.1072144610040108, 42, 22.98088956658983, 99, 'Low Risk'),
(141993, 91, 17, '21:46.1', 36.837258484021675, 95.00392690871185, 129, 77, 34, 'Male', 96.07909501760508, 1.8457547775612384, 0.087793067, 52, 28.202064484799678, 94.33333333333333, 'High Risk'),
(141994, 93, 12, '20:46.1', 36.876960064248955, 97.66506599, 126, 73, 36, 'Female', 52.28927695458053, 1.798932386079935, 0.066052008, 53, 16.15782706599839, 90.66666666666666, 'High Risk'),
(141995, 61, 19, '19:46.1', 36.49146076237253, 99.04461032470618, 119, 86, 89, 'Female', 53.14646824572549, 1.5792071150541604, 0.14801898473511704, 33, 21.310626892419318, 97, 'Low Risk'),
(141996, 69, 12, '18:46.1', 36.42875289388766, 95.95287980204732, 139, 83, 52, 'Male', 84.91326203235562, 1.5126323118661302, 0.13608670012657625, 56, 37.11152308860613, 101.66666666666666, 'High Risk'),
(141997, 80, 19, '17:46.1', 36.49058180397245, 97.08350782684423, 122, 79, 24, 'Female', 85.78749441111916, 1.9707148162692185, 0.1231389949070375, 43, 22.089018562832003, 93.33333333333333, 'Low Risk'),
(141998, 73, 15, '16:46.1', 37.06020372913352, 96.04782912147726, 121, 81, 78, 'Female', 87.43948759334134, 1.519196724192296, 0.060547021, 40, 37.88607139874998, 94.33333333333333, 'High Risk'),
(141999, 89, 15, '15:46.1', 36.109532815203124, 97.97306274, 136, 81, 56, 'Male', 56.6297001, 1.939935525388367, 0.11920122087501894, 55, 15.047684235137115, 99.33333333333333, 'High Risk'),
(142000, 92, 18, '14:46.1', 36.985648620318806, 98.48413131294032, 130, 80, 62, 'Female', 87.37497559284958, 1.684107054233161, 0.09628279, 50, 30.80687720162977, 96.66666666666666, 'High Risk'),
(142001, 97, 19, '13:46.1', 36.94400026748785, 97.63911079944134, 132, 85, 28, 'Female', 85.94196909729192, 1.7457170174054015, 0.053902601, 47, 28.200551981909914, 100.66666666666667, 'High Risk'),
(142002, 97, 12, '12:46.1', 36.644425881483826, 95.11678582543395, 126, 89, 67, 'Male', 87.08678468, 1.6747534201895335, 0.13071720358854988, 37, 31.04920677, 101.33333333333333, 'High Risk'),
(142003, 63, 12, '11:46.1', 36.71840289289311, 96.08520237, 125, 84, 44, 'Male', 79.84839545, 1.5391580330459471, 0.13932464866842087, 41, 33.705421833638255, 97.66666666666667, 'High Risk'),
(142004, 78, 16, '10:46.1', 37.42804087183336, 98.93968480229188, 116, 76, 55, 'Female', 72.07954816444084, 1.8263919434288969, 0.10062628328407841, 40, 21.608473612900152, 89.33333333333333, 'Low Risk'),
(142005, 67, 15, '09:46.1', 36.95586466774095, 98.19186224952999, 127, 83, 42, 'Male', 63.56757494447342, 1.9408901419799727, 0.12933204339616974, 44, 16.874609649236298, 97.66666666666667, 'High Risk'),
(142006, 89, 15, '08:46.1', 36.99151523763253, 98.36392500381183, 117, 70, 50, 'Male', 81.33718546083247, 1.9321082414507516, 0.1427112611637541, 47, 21.788444884395275, 85.66666666666667, 'Low Risk'),
(142007, 93, 17, '07:46.1', 36.34288427371473, 98.08032773528258, 132, 73, 50, 'Female', 68.88432963632016, 1.6695638872681027, 0.13763388399414744, 59, 24.712367377407126, 92.66666666666666, 'High Risk'),
(142008, 92, 15, '06:46.1', 36.81898599026557, 99.93678215897472, 114, 74, 60, 'Female', 73.59456004806194, 1.591577473267194, 0.081142259, 40, 29.052943942581035, 87.33333333333333, 'High Risk'),
(142009, 88, 18, '05:46.1', 37.27795400714896, 97.17768461985666, 130, 74, 79, 'Male', 52.65894811759264, 1.920764254345455, 0.10130042207690035, 56, 14.273288692713443, 92.66666666666666, 'High Risk'),
(142010, 82, 19, '04:46.1', 36.47477916647674, 98.97588532888878, 119, 70, 75, 'Male', 61.903482598410896, 1.8586600801164697, 0.057110059290044694, 49, 17.919056538142176, 86.33333333333333, 'High Risk'),
(142011, 96, 12, '03:46.1', 37.08577923534657, 98.09373359506709, 136, 82, 20, 'Female', 54.30775342926477, 1.996951708157839, 0.1254501034851927, 54, 13.618419638932746, 100, 'High Risk'),
(142012, 72, 19, '02:46.1', 36.08153660245622, 98.57190430035838, 131, 80, 89, 'Female', 56.63355931577656, 1.8737978014394894, 0.11515060846752422, 51, 16.129778628591016, 97, 'High Risk'),
(142013, 90, 17, '01:46.1', 36.44195388470116, 95.42061342747147, 120, 81, 59, 'Female', 59.97041211277245, 1.5808241215234198, 0.1359932793122034, 39, 23.99771686570632, 94, 'Low Risk'),
(142014, 93, 16, '00:46.1', 36.92511938099094, 98.80352638453168, 139, 86, 63, 'Male', 63.62694496348969, 1.976430872518009, 0.093609294, 53, 16.288377011418962, 103.66666666666666, 'High Risk'),
(142015, 63, 13, '59:46.1', 36.66917560396689, 99.16471890591319, 117, 87, 29, 'Female', 69.84873716109324, 1.853208629298075, 0.085774241, 30, 20.338079052174837, 97, 'Low Risk'),
(142016, 61, 19, '58:46.1', 36.482557435191026, 98.42542636, 139, 82, 87, 'Female', 69.92447701997942, 1.8591439214609609, 0.14762658679648616, 57, 20.230341075284706, 101, 'Low Risk'),
(142017, 75, 18, '57:46.1', 36.34088359351091, 99.42105454515581, 114, 86, 66, 'Female', 50.329046979023204, 1.8481540972340258, 0.072277356, 28, 14.734735620949944, 95.33333333333333, 'High Risk'),
(142018, 73, 15, '56:46.1', 37.47308036562697, 99.63984556642924, 112, 71, 78, 'Male', 91.2842928, 1.5085285869149956, 0.1410454573370814, 41, 40.11335308132901, 84.66666666666667, 'High Risk'),
(142019, 83, 14, '55:46.1', 37.269300215292624, 98.66046098599166, 132, 80, 48, 'Male', 83.37559342001839, 1.7805097887250816, 0.075265668, 52, 26.2996644, 97.33333333333333, 'Low Risk'),
(142020, 64, 18, '54:46.1', 36.78489457803986, 96.38521076570278, 120, 85, 86, 'Male', 88.57385781868243, 1.7961221422413314, 0.1492109216311734, 35, 27.455782584846727, 96.66666666666667, 'Low Risk'),
(142021, 97, 16, '53:46.1', 37.40295933302893, 98.86038337351505, 114, 70, 72, 'Female', 58.87031643137651, 1.975878739812352, 0.09083184, 44, 15.079112924448866, 84.66666666666667, 'High Risk'),
(142022, 72, 14, '52:46.1', 36.83698455243223, 98.84426241189855, 116, 78, 61, 'Male', 84.48677949618465, 1.881811030650529, 0.12591386776801855, 38, 23.858148419643197, 90.66666666666667, 'Low Risk'),
(142023, 67, 13, '51:46.1', 36.68323738650335, 97.31281513418249, 119, 71, 40, 'Female', 80.40965676912047, 1.6085494167930288, 0.11906756761495439, 48, 31.077021855837753, 87, 'High Risk'),
(142024, 61, 18, '50:46.1', 37.20331180334076, 99.51248647695715, 136, 73, 62, 'Female', 95.21370795218161, 1.7969813733165705, 0.13714684641469949, 63, 29.48576008723117, 94, 'Low Risk'),
(142025, 72, 18, '49:46.1', 36.56853380749999, 98.04264392640651, 125, 77, 88, 'Female', 50.30286942577573, 1.659872906884352, 0.10422547837209976, 48, 18.25757472016662, 93, 'High Risk'),
(142026, 80, 14, '48:46.1', 36.13971496161106, 97.80538296113072, 135, 75, 65, 'Male', 66.13518640902439, 1.9119790064674265, 0.054783021685274415, 60, 18.091157024645177, 95, 'High Risk'),
(142027, 88, 19, '47:46.1', 36.87393403877056, 97.87088271357749, 116, 86, 33, 'Male', 53.924386613344026, 1.916740935930151, 0.12833158, 30, 14.67771252148035, 96, 'High Risk'),
(142028, 95, 15, '46:46.1', 37.17552823988932, 95.70143264204512, 137, 82, 73, 'Female', 89.73067033558853, 1.8963666351185533, 0.067479041, 55, 24.951479416346785, 100.33333333333333, 'High Risk'),
(142029, 73, 17, '45:46.1', 37.33642459770265, 99.12023925947584, 125, 79, 37, 'Female', 94.81794089753016, 1.6295489469418842, 0.1432815451147118, 46, 35.70719209057147, 94.33333333333333, 'High Risk'),
(142030, 90, 12, '44:46.1', 37.28792876654344, 99.10293524029282, 118, 70, 74, 'Male', 69.60836235134768, 1.825406617, 0.070928171, 48, 20.890179679020953, 86, 'Low Risk'),
(142031, 67, 15, '43:46.1', 36.23580111888315, 97.43619185, 120, 78, 79, 'Male', 85.40070245887054, 1.9033984861887974, 0.079679035, 42, 23.572302398317046, 92, 'Low Risk'),
(142032, 90, 19, '42:46.1', 36.03126039238119, 98.74728101632178, 135, 88, 32, 'Male', 81.79971946726378, 1.616390797365899, 0.12695345471626127, 47, 31.30827039, 103.66666666666667, 'High Risk'),
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(142209, 82, 16, '45:46.1', 37.21175555553343, 95.13054545538233, 116, 76, 35, 'Male', 76.43006946, 1.5168164406292268, 0.077418353, 40, 33.21989073679002, 89.33333333333333, 'High Risk'),
(142210, 95, 17, '44:46.1', 36.01098824896812, 97.51418222686266, 136, 74, 41, 'Female', 53.44403112485562, 1.6619136943173662, 0.1184200978436976, 62, 19.350058187162226, 94.66666666666666, 'High Risk'),
(142211, 73, 14, '43:46.1', 37.48156184670426, 97.09925977600088, 115, 79, 52, 'Male', 83.34956643156805, 1.7464185225485012, 0.086100311, 36, 27.327926901470867, 91, 'Low Risk'),
(142212, 89, 16, '42:46.1', 37.25756052945248, 95.79704714809507, 120, 71, 74, 'Female', 50.397805854252354, 1.507735202363405, 0.05563419, 49, 22.169784908342542, 87.33333333333333, 'Low Risk'),
(142213, 81, 16, '41:46.1', 36.81380853095287, 95.79158808, 120, 89, 45, 'Male', 84.09555867931411, 1.9325850223036733, 0.10804919799161655, 31, 22.516238556667624, 99.33333333333333, 'Low Risk'),
(142214, 90, 18, '40:46.1', 37.01998252987316, 96.37781991429482, 121, 72, 62, 'Male', 66.49244987, 1.7882371462395783, 0.1155884498367205, 49, 20.793237325775138, 88.33333333333333, 'Low Risk'),
(142215, 92, 12, '39:46.1', 36.97383226208224, 96.88377254423136, 126, 76, 77, 'Female', 67.73767101688246, 1.7858185556407509, 0.11425778453454254, 50, 21.240053095848445, 92.66666666666666, 'High Risk'),
(142216, 68, 15, '38:46.1', 36.21631372047675, 97.45975194, 133, 70, 48, 'Female', 67.09121235, 1.983298247355123, 0.051457995, 63, 17.056486841333914, 91, 'High Risk'),
(142217, 94, 14, '37:46.1', 36.130598067667805, 95.14498826862253, 120, 70, 51, 'Female', 82.98839407479994, 1.6102845999976432, 0.1323504802389429, 50, 32.00457625285678, 86.66666666666666, 'High Risk'),
(142218, 66, 14, '36:46.1', 37.13689646095397, 95.08069905453316, 117, 74, 83, 'Female', 94.05840268239783, 1.5208164240338369, 0.11490240749076357, 43, 40.66717561059231, 88.33333333333333, 'High Risk'),
(142219, 71, 15, '35:46.1', 37.28009288706277, 99.30253077597065, 123, 73, 77, 'Male', 65.25977837230518, 1.6280942288375473, 0.099664349, 50, 24.61991339381557, 89.66666666666666, 'Low Risk'),
(142220, 88, 15, '34:46.1', 37.06286129688627, 96.32760826796435, 119, 81, 68, 'Male', 91.50721022630752, 1.6943633285935564, 0.096686457, 38, 31.874415422405736, 93.66666666666667, 'High Risk'),
(142221, 64, 15, '33:46.1', 36.88688740903379, 97.28380671318953, 137, 71, 39, 'Male', 66.82786747780969, 1.5352872932309827, 0.10783577756210794, 66, 28.351646919313634, 93, 'Low Risk'),
(142222, 90, 18, '32:46.1', 37.034720798485125, 99.70437544831701, 113, 79, 53, 'Female', 76.86376233283873, 1.6197063188082992, 0.053235704, 34, 29.298749565207043, 90.33333333333333, 'Low Risk'),
(142223, 68, 16, '31:46.1', 36.99839461721503, 97.31591570527412, 123, 75, 81, 'Female', 60.63348837176511, 1.7174713447349634, 0.074013206, 48, 20.555760798050358, 91, 'Low Risk'),
(142224, 71, 12, '30:46.1', 36.72958513, 95.70407220659261, 126, 71, 88, 'Male', 82.16419856145164, 1.6863079688571965, 0.14530523115164284, 55, 28.894077863845517, 89.33333333333333, 'Low Risk'),
(142225, 91, 15, '29:46.1', 36.957181827769936, 95.60990633642436, 128, 70, 18, 'Female', 83.99941340747554, 1.7652836804898007, 0.092198673, 58, 26.95549060569201, 89.33333333333333, 'High Risk'),
(142226, 60, 17, '28:46.1', 37.29745958, 98.75806193070633, 135, 84, 56, 'Male', 51.33532535572125, 1.6210303737935057, 0.12985796639262376, 51, 19.535926558876234, 101, 'Low Risk'),
(142227, 86, 13, '27:46.1', 36.59102752273123, 99.18275214394586, 130, 71, 34, 'Female', 54.12923990057142, 1.7769357423550027, 0.10717972264212158, 59, 17.143065418302495, 90.66666666666666, 'High Risk'),
(142228, 61, 15, '26:46.1', 37.47118058, 98.63809687528624, 113, 80, 40, 'Male', 79.01980709030582, 1.758107281663516, 0.071057648, 33, 25.564966016348265, 91, 'Low Risk'),
(142229, 93, 15, '25:46.1', 36.83126942118147, 98.28920428456716, 126, 82, 45, 'Female', 52.15780721356057, 1.7325621549152106, 0.075154202, 44, 17.37567470318179, 96.66666666666667, 'High Risk'),
(142230, 81, 15, '24:46.1', 37.25005189984192, 97.38860938113244, 117, 82, 68, 'Female', 51.25703374368691, 1.6720507129531412, 0.1008787947759736, 35, 18.333888218104768, 93.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(142231, 96, 18, '23:46.1', 36.64030650543853, 99.84734633411139, 133, 72, 20, 'Male', 85.56797161337971, 1.8852382694717091, 0.1428959791621208, 61, 24.075690009564294, 92.33333333333333, 'High Risk'),
(142232, 99, 18, '22:46.1', 36.93081101374348, 99.57349755496486, 118, 72, 29, 'Female', 86.21938044054808, 1.8591194266655964, 0.11865165718921207, 46, 24.945391240042333, 87.33333333333333, 'High Risk'),
(142233, 64, 17, '21:46.1', 36.87262316, 97.77556626904047, 128, 78, 36, 'Female', 84.14613860085475, 1.5492879278031664, 0.1485202753065645, 50, 35.05661004004957, 94.66666666666666, 'High Risk'),
(142234, 82, 19, '20:46.1', 36.104808441381714, 99.62239539000693, 131, 80, 64, 'Female', 94.25008417630228, 1.6513029521744986, 0.079329798, 51, 34.564337101543366, 97, 'High Risk'),
(142235, 64, 19, '19:46.1', 37.17558347481413, 95.39381727, 119, 89, 20, 'Male', 89.69259763, 1.6585367439561882, 0.07697351, 30, 32.606666909399635, 99, 'High Risk'),
(142236, 93, 15, '18:46.1', 36.63663513892572, 95.54884987, 125, 70, 80, 'Female', 66.36500134728433, 1.7611854795433326, 0.064815753, 55, 21.395818996074276, 88.33333333333333, 'High Risk'),
(142237, 96, 19, '17:46.1', 36.32185293483111, 97.11160958722789, 118, 85, 71, 'Female', 51.60498225803412, 1.6059753443507434, 0.11083940818151092, 33, 20.008470258468932, 96, 'High Risk'),
(142238, 77, 17, '16:46.1', 36.07623479083193, 97.77272706, 127, 83, 85, 'Male', 79.01297235844629, 1.5085853259459383, 0.14284888707375754, 44, 34.718315195696455, 97.66666666666667, 'High Risk'),
(142239, 77, 15, '15:46.1', 36.81454462424797, 97.60992963555651, 121, 84, 33, 'Female', 69.66082733878015, 1.925882686456052, 0.089765234, 37, 18.781443594759615, 96.33333333333333, 'Low Risk'),
(142240, 94, 16, '14:46.1', 36.21825009713298, 95.05831479006757, 125, 83, 72, 'Male', 75.71479538456188, 1.5321436334787155, 0.1197175138969917, 42, 32.253867032772675, 97, 'High Risk'),
(142241, 93, 18, '13:46.1', 36.75798788381135, 99.81122367, 138, 76, 40, 'Male', 55.27294702507622, 1.963293316005909, 0.075411305, 62, 14.339771951009611, 96.66666666666666, 'High Risk'),
(142242, 94, 19, '12:46.1', 36.58106711644475, 96.49720256465675, 125, 79, 61, 'Female', 94.63649407367342, 1.7072760744651363, 0.068036138, 46, 32.467670846230796, 94.33333333333333, 'High Risk'),
(142243, 70, 19, '11:46.1', 37.04020749607647, 97.16928993068248, 125, 89, 18, 'Female', 69.11585671, 1.7837765518521085, 0.12996934548485767, 36, 21.721849189231488, 101, 'Low Risk'),
(142244, 88, 17, '10:46.1', 36.049097794469134, 99.30808678576683, 132, 72, 21, 'Male', 54.19033992378066, 1.9931581797669158, 0.07763508, 60, 13.64075292769012, 92, 'High Risk'),
(142245, 76, 19, '09:46.1', 36.808421130415894, 99.77252600103158, 122, 83, 53, 'Female', 99.53612969728204, 1.522714322867098, 0.071649752, 39, 42.928319171118176, 96, 'High Risk'),
(142246, 92, 18, '08:46.1', 37.029559293272676, 95.85271121262363, 139, 89, 89, 'Female', 50.139787405202355, 1.5201075424468453, 0.1478380221857562, 50, 21.698707244093907, 105.66666666666666, 'High Risk'),
(142247, 86, 15, '07:46.1', 36.048251791418586, 99.86803380555669, 119, 80, 38, 'Female', 72.18095088799888, 1.8656540841197358, 0.053241884, 39, 20.737688785602977, 93, 'Low Risk'),
(142248, 65, 14, '06:46.1', 36.40323336766176, 98.77828196852849, 134, 78, 20, 'Female', 81.76944074, 1.5370251711694807, 0.13040058369270435, 56, 34.61218910355635, 96.66666666666666, 'High Risk'),
(142249, 62, 12, '05:46.1', 37.06346340485845, 98.73677590945552, 136, 73, 54, 'Male', 81.45731951567835, 1.7259593643948528, 0.098946147, 63, 27.344436727033116, 94, 'Low Risk'),
(142250, 77, 15, '04:46.1', 37.364057555251705, 97.96387639689847, 129, 74, 52, 'Male', 99.01837884966068, 1.5957798222237745, 0.099713795, 55, 38.88390496, 92.33333333333333, 'High Risk'),
(142251, 99, 13, '03:46.1', 37.23146682588406, 96.75116335, 128, 86, 73, 'Male', 50.31679213173234, 1.558942498424945, 0.074989489, 42, 20.703928180766507, 100, 'High Risk'),
(142252, 91, 17, '02:46.1', 36.40021790802024, 97.24136122, 111, 82, 28, 'Male', 57.987291398470724, 1.6156688891112574, 0.071372624, 29, 22.21406807417432, 91.66666666666667, 'High Risk'),
(142253, 60, 19, '01:46.1', 36.97621985004863, 99.32358013597523, 115, 82, 47, 'Female', 93.09812804790303, 1.6627578491051498, 0.10698744152180578, 33, 33.67308722785829, 93, 'High Risk'),
(142254, 94, 13, '00:46.1', 37.216667352454735, 95.92323429529151, 112, 87, 31, 'Female', 69.11225851644392, 1.8569695794327115, 0.14388137249776362, 25, 20.042205323632786, 95.33333333333333, 'High Risk'),
(142255, 86, 14, '59:46.1', 37.219458060682705, 99.61694092378004, 116, 80, 35, 'Male', 59.461404783057226, 1.8916479314504033, 0.074209798, 36, 16.61707368179295, 92, 'High Risk'),
(142256, 67, 18, '58:46.1', 36.42387805599628, 95.45073817302607, 130, 80, 63, 'Female', 83.1118609, 1.8556981583343384, 0.10564756055189695, 50, 24.13505722704497, 96.66666666666666, 'Low Risk'),
(142257, 82, 15, '57:46.1', 36.19999150191433, 97.61669635250149, 139, 76, 40, 'Female', 91.04279657345742, 1.9401220604932137, 0.14702849981336835, 63, 24.187305035947908, 97, 'Low Risk'),
(142258, 62, 13, '56:46.1', 36.96560929159952, 99.73899989355829, 126, 76, 55, 'Male', 77.89063983840441, 1.68824587, 0.13748134324593125, 50, 27.328379479155146, 92.66666666666666, 'Low Risk'),
(142259, 88, 17, '55:46.1', 36.38760472, 95.34577433255372, 129, 86, 25, 'Male', 60.195532549186424, 1.6284566674679959, 0.10575527784826991, 43, 22.699267752743875, 100.33333333333333, 'Low Risk'),
(142260, 70, 18, '54:46.1', 37.02349013335557, 98.27352699662337, 125, 76, 84, 'Female', 85.50382618826832, 1.5629290601617578, 0.1123080505884573, 49, 35.003140947080546, 92.33333333333333, 'High Risk'),
(142261, 61, 15, '53:46.1', 37.44881106445473, 99.70017503347336, 118, 80, 32, 'Male', 70.16389763029817, 1.5800073142727857, 0.10648626994682812, 38, 28.10577151787798, 92.66666666666667, 'Low Risk'),
(142262, 88, 13, '52:46.1', 36.84027521382378, 99.15638828840204, 136, 78, 72, 'Male', 50.96180889013474, 1.8942866801930833, 0.051376323, 58, 14.202128044843622, 97.33333333333333, 'High Risk'),
(142263, 98, 14, '51:46.1', 37.466603894014554, 97.23457847708589, 128, 87, 21, 'Female', 73.48636918423593, 1.8804501147281218, 0.13768061642382112, 41, 20.781799797338294, 100.66666666666667, 'High Risk'),
(142264, 90, 19, '50:46.1', 37.28229201247366, 95.65676857, 131, 83, 66, 'Male', 61.47703793, 1.9229989672491796, 0.1480663231428004, 48, 16.62473886534412, 99, 'High Risk'),
(142265, 66, 12, '49:46.1', 36.89280467582444, 96.31914816123842, 113, 89, 70, 'Female', 97.24535367, 1.5918926680093626, 0.14618314131870014, 24, 38.37437323402194, 97, 'High Risk'),
(142266, 90, 19, '48:46.1', 37.37704500190994, 96.13792019848086, 136, 85, 65, 'Male', 86.56605562019381, 1.8193033819474334, 0.14491264420674943, 51, 26.153955211758788, 102, 'Low Risk'),
(142267, 69, 13, '47:46.1', 37.205520702678605, 97.34551885735279, 133, 84, 40, 'Male', 72.82759679399474, 1.9604529952577479, 0.065323374, 49, 18.94886105485861, 100.33333333333333, 'Low Risk'),
(142268, 76, 18, '46:46.1', 36.47495521588439, 98.89214146671009, 127, 71, 18, 'Female', 56.55842210399665, 1.680645510150422, 0.077816136, 56, 20.023732994439364, 89.66666666666666, 'Low Risk'),
(142269, 85, 15, '45:46.1', 37.37364928643289, 97.76913949, 139, 83, 74, 'Male', 80.51006840358782, 1.5215632027106163, 0.080409341, 56, 34.77524529228107, 101.66666666666666, 'High Risk'),
(142270, 78, 18, '44:46.1', 36.40192831694007, 99.14374626012953, 112, 74, 53, 'Male', 59.08924845465773, 1.5095406784478744, 0.10980160128569931, 38, 25.930973712653167, 86.66666666666667, 'Low Risk'),
(142271, 73, 13, '43:46.1', 36.3559314, 98.30492765493187, 126, 71, 37, 'Female', 51.33455283186786, 1.725760263821167, 0.095194571, 55, 17.236490855458314, 89.33333333333333, 'High Risk'),
(142272, 94, 18, '42:46.1', 37.42378866164886, 99.58999120866758, 131, 74, 47, 'Male', 64.48441199866612, 1.5691891044817354, 0.094642877, 57, 26.18811118491097, 93, 'High Risk'),
(142273, 97, 12, '41:46.1', 37.374323403422565, 96.17385969295343, 118, 83, 55, 'Female', 80.97985093625235, 1.6830361045151867, 0.14973336442330798, 35, 28.588416975889245, 94.66666666666667, 'High Risk'),
(142274, 62, 16, '40:46.1', 36.86976693553476, 95.98072172476732, 111, 81, 65, 'Female', 57.12783504915719, 1.7494115897789935, 0.14668571185039944, 30, 18.666537509034942, 91, 'Low Risk'),
(142275, 95, 19, '39:46.1', 36.56614917645214, 99.51965307878204, 110, 80, 63, 'Female', 77.72535780921302, 1.9471854492401304, 0.1433852934786243, 30, 20.49972801, 90, 'High Risk'),
(142276, 77, 17, '38:46.1', 37.482984490051805, 95.61639157436358, 125, 70, 84, 'Female', 64.71307898534518, 1.5806874968141578, 0.060417088655224375, 55, 25.900015710729452, 88.33333333333333, 'Low Risk'),
(142277, 82, 16, '37:46.1', 36.36656945619481, 97.66858000762977, 114, 80, 66, 'Male', 58.76995313, 1.5290501326195072, 0.1275467423252813, 34, 25.136910269200303, 91.33333333333333, 'Low Risk'),
(142278, 79, 13, '36:46.1', 36.72379160622437, 97.38073204936853, 132, 73, 19, 'Female', 74.19471991632638, 1.8923439047146187, 0.075811697, 59, 20.719194551136024, 92.66666666666666, 'Low Risk'),
(142279, 95, 14, '35:46.1', 37.06454856, 98.78879406, 136, 75, 33, 'Female', 82.39058845149069, 1.8457306890373981, 0.1322015854325821, 61, 24.18471300501632, 95.33333333333333, 'High Risk'),
(142280, 87, 17, '34:46.1', 37.15887653836089, 98.37236123817456, 133, 75, 18, 'Female', 99.3138998, 1.8758674654744882, 0.11920624078108617, 58, 28.223166215102825, 94.33333333333333, 'Low Risk'),
(142281, 81, 12, '33:46.1', 37.472548088611454, 99.45019773038595, 115, 77, 57, 'Female', 87.52392855049828, 1.640150706014049, 0.1484895447039099, 38, 32.53563538641789, 89.66666666666667, 'High Risk'),
(142282, 61, 18, '32:46.1', 36.083829491737134, 99.15710631097197, 124, 89, 32, 'Male', 57.57799902115653, 1.5160907302418622, 0.065177245, 35, 25.04991077253986, 100.66666666666667, 'Low Risk'),
(142283, 67, 12, '31:46.1', 36.422853553565105, 96.45421722, 130, 75, 30, 'Female', 63.70843391501374, 1.7923631899293802, 0.10305073592881328, 55, 19.83101290050369, 93.33333333333333, 'Low Risk'),
(142284, 85, 16, '30:46.1', 36.08714394888472, 96.80026643786331, 124, 75, 22, 'Male', 82.26338911162404, 1.8998643532810677, 0.11416120209782389, 49, 22.790896518432397, 91.33333333333333, 'Low Risk'),
(142285, 63, 12, '29:46.1', 36.00748841695628, 98.00715067, 110, 71, 68, 'Female', 55.65643247060161, 1.713904742684902, 0.096476302, 39, 18.947067568155695, 84, 'Low Risk'),
(142286, 97, 16, '28:46.1', 36.18295608861754, 99.84066782769293, 121, 70, 25, 'Female', 51.67654317270108, 1.7632553998598586, 0.10117387230308975, 51, 16.621224268299407, 87, 'High Risk'),
(142287, 90, 12, '27:46.1', 36.28138453, 96.57412389840985, 139, 81, 63, 'Female', 72.66461628294137, 1.6621045619768506, 0.1208194469530018, 58, 26.303061567979892, 100.33333333333333, 'Low Risk'),
(142288, 92, 17, '26:46.1', 36.004269330139216, 97.10590932465087, 122, 86, 35, 'Female', 94.68016286223151, 1.711055915001137, 0.11851820272688231, 36, 32.339298308403436, 98, 'High Risk'),
(142289, 82, 16, '25:46.1', 36.92456655142984, 98.91202261586784, 138, 72, 69, 'Male', 62.91947238997276, 1.7555988745941002, 0.10229017694142611, 66, 20.414299622053164, 94, 'Low Risk'),
(142290, 94, 15, '24:46.1', 37.28523321415575, 99.94038822, 124, 86, 83, 'Female', 89.44346461333053, 1.6917111376138558, 0.14767762105859306, 38, 31.253322704403587, 98.66666666666667, 'High Risk'),
(142291, 77, 15, '23:46.1', 36.49019244077328, 95.19666354234043, 112, 71, 55, 'Male', 60.16147798, 1.612289554591389, 0.085450727, 41, 23.143680023010173, 84.66666666666667, 'Low Risk'),
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(142467, 93, 12, '27:46.1', 37.25452921032768, 98.28260140675155, 117, 80, 39, 'Male', 80.14212797660245, 1.9265305114338684, 0.11583454631717922, 37, 21.592806194539282, 92.33333333333333, 'High Risk'),
(142468, 90, 18, '26:46.1', 37.29399701977724, 95.70925117183843, 124, 79, 71, 'Male', 52.84957878079693, 1.6275885856043777, 0.057294549, 45, 19.950429940364735, 94, 'Low Risk'),
(142469, 88, 18, '25:46.1', 37.116327879779725, 97.80057752736148, 116, 72, 88, 'Female', 62.341440429931176, 1.9635845745162825, 0.089887872, 44, 16.168793303856692, 86.66666666666667, 'High Risk'),
(142470, 75, 13, '24:46.1', 36.39050404, 98.59488144858167, 133, 77, 42, 'Female', 97.52680972244059, 1.7667101466442898, 0.080305302, 56, 31.245926820021452, 95.66666666666666, 'High Risk'),
(142471, 95, 13, '23:46.1', 36.566051428992616, 95.25464301760185, 131, 81, 52, 'Female', 83.92197974034627, 1.7007872534260027, 0.062619037, 50, 29.011870864230957, 97.66666666666666, 'High Risk'),
(142472, 90, 16, '22:46.1', 37.464637810781014, 99.93598444541364, 115, 83, 63, 'Female', 86.48178837200685, 1.843385770447763, 0.10612932882464214, 32, 25.450258649786548, 93.66666666666667, 'Low Risk'),
(142473, 62, 12, '21:46.1', 36.14861065633975, 97.75978624475295, 121, 85, 37, 'Female', 87.61116288925756, 1.868919975891923, 0.054719663350344644, 36, 25.08291652871447, 97, 'Low Risk'),
(142474, 80, 13, '20:46.1', 36.628487011926744, 95.50366174929108, 136, 80, 73, 'Male', 99.69015260503768, 1.825763381079021, 0.12170563751337844, 56, 29.906340676525286, 98.66666666666666, 'Low Risk'),
(142475, 61, 16, '19:46.1', 36.33254183865223, 95.12878383856015, 113, 73, 85, 'Female', 90.80046901, 1.5172209370247727, 0.1456062036287773, 40, 39.444861679509785, 86.33333333333333, 'High Risk'),
(142476, 83, 13, '18:46.1', 36.68988950688109, 96.97693628718382, 118, 77, 23, 'Male', 73.65019132757966, 1.7258496327697488, 0.082700381, 41, 24.726803093571874, 90.66666666666667, 'Low Risk'),
(142477, 64, 14, '17:46.1', 36.495178003671285, 98.12301257257539, 110, 81, 80, 'Female', 94.87203297227823, 1.582630194236553, 0.072791733, 29, 37.877326073442035, 90.66666666666667, 'High Risk'),
(142478, 75, 18, '16:46.1', 37.23633563514158, 99.24009348, 110, 77, 47, 'Female', 77.53453499615824, 1.5371600017913858, 0.14320005400015873, 33, 32.81383848885851, 88, 'High Risk'),
(142479, 92, 15, '15:46.1', 36.35735592514057, 95.49861771670089, 127, 88, 67, 'Female', 54.53003393261299, 1.5276365720158969, 0.1172148698699169, 39, 23.366608063351425, 101, 'High Risk'),
(142480, 73, 19, '14:46.1', 37.14430504826111, 97.48666653002988, 129, 79, 88, 'Female', 54.84445857480329, 1.5321474048945747, 0.054201170296496695, 50, 23.363163788277333, 95.66666666666666, 'Low Risk'),
(142481, 90, 19, '13:46.1', 36.66035943915006, 95.00893650907847, 131, 71, 36, 'Male', 97.46918466194568, 1.5864927527928703, 0.053893352, 60, 38.72497517841054, 91, 'High Risk'),
(142482, 90, 12, '12:46.1', 37.44778645435298, 96.56580822634169, 129, 83, 49, 'Female', 59.672668321407514, 1.926664013386286, 0.1032670003607053, 46, 16.075462880222975, 98.33333333333333, 'High Risk'),
(142483, 93, 16, '11:46.1', 37.41254900198365, 95.81164499044813, 139, 75, 64, 'Female', 94.61155626950577, 1.5561649601968677, 0.09800978, 64, 39.06905637133918, 96.33333333333333, 'High Risk'),
(142484, 79, 14, '10:46.1', 36.44098548126507, 97.98792263407378, 119, 81, 79, 'Female', 85.24525125, 1.5397652426354402, 0.066763099, 38, 35.95515548, 93.66666666666667, 'High Risk'),
(142485, 92, 12, '09:46.1', 36.081985651493746, 95.20581776217733, 135, 84, 57, 'Female', 84.69640445216328, 1.701566977756587, 0.10119277185976205, 51, 29.252761927918378, 101, 'High Risk'),
(142486, 60, 17, '08:46.1', 36.69992613, 98.11888404792757, 126, 74, 70, 'Male', 57.33427235087673, 1.5640499353116877, 0.14331490744085915, 52, 23.437596641669398, 91.33333333333333, 'Low Risk'),
(142487, 73, 16, '07:46.1', 36.509095013166025, 99.92158892979268, 119, 82, 65, 'Female', 70.29555607926456, 1.743151902325504, 0.1489980097269087, 37, 23.13435536273549, 94.33333333333333, 'Low Risk'),
(142488, 68, 12, '06:46.1', 36.27720548168438, 96.08860792068296, 122, 73, 49, 'Female', 74.48784792703688, 1.8921031461890387, 0.1079999299547672, 49, 20.806345757915615, 89.33333333333333, 'Low Risk'),
(142489, 73, 18, '05:46.1', 36.24472496663639, 95.49199315323203, 119, 85, 40, 'Female', 59.018099659005124, 1.853312072338616, 0.11622782426012634, 34, 17.182569609719565, 96.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(142491, 92, 14, '03:46.1', 37.22076263427737, 98.67570309143109, 112, 87, 54, 'Male', 69.36466755493716, 1.6462845204935475, 0.089958008, 25, 25.593431557587845, 95.33333333333333, 'High Risk'),
(142492, 77, 13, '02:46.1', 36.41515135969856, 96.14528683, 122, 72, 86, 'Female', 86.60439549281048, 1.5579751847580203, 0.1252770628566182, 50, 35.67950845593867, 88.66666666666666, 'High Risk'),
(142493, 86, 12, '01:46.1', 36.87321729263008, 99.51050641278613, 123, 71, 70, 'Female', 60.762931295308604, 1.500639411041008, 0.08104912, 52, 26.98273825832625, 88.33333333333333, 'Low Risk'),
(142494, 63, 15, '00:46.1', 36.34851940164612, 96.66581675, 117, 88, 48, 'Female', 68.71984915788458, 1.6601674410816276, 0.082125707, 29, 24.933222518131878, 97.66666666666667, 'Low Risk'),
(142495, 72, 15, '59:46.1', 37.06125452830198, 98.55023307980512, 114, 75, 32, 'Female', 58.79735088781648, 1.6490627259515418, 0.1351878786733366, 39, 21.621379950877827, 88, 'Low Risk'),
(142496, 62, 17, '58:46.1', 36.37563026, 98.45708589670609, 120, 81, 47, 'Female', 66.66634800289184, 1.7972067275047892, 0.1492374581176984, 39, 20.640042812225328, 94, 'Low Risk'),
(142497, 86, 13, '57:46.1', 36.78253700811162, 95.71890399, 139, 87, 41, 'Male', 82.48442255624188, 1.537934752, 0.053704957, 52, 34.87354664499616, 104.33333333333333, 'High Risk'),
(142498, 99, 15, '56:46.1', 36.276562650385884, 95.32493121284449, 138, 72, 54, 'Female', 89.23085530554255, 1.9478696675219571, 0.13583899238752473, 66, 23.51772275929748, 94, 'High Risk'),
(142499, 82, 12, '55:46.1', 36.507565728834756, 99.45189960420801, 114, 86, 58, 'Female', 53.547637712646406, 1.7177486064365568, 0.12450835850299692, 28, 18.147679747440193, 95.33333333333333, 'High Risk'),
(142500, 96, 14, '54:46.1', 37.47689326510442, 99.36202533974514, 130, 73, 42, 'Male', 90.49752680712052, 1.7319483624188594, 0.10263881723436546, 57, 30.169411007809778, 92, 'High Risk'),
(142501, 66, 15, '53:46.1', 36.66668401048929, 96.91056275850784, 121, 87, 20, 'Male', 54.64595305115647, 1.958421371, 0.075648317, 34, 14.247731602838238, 98.33333333333333, 'High Risk'),
(142502, 88, 13, '52:46.1', 36.259647417200576, 97.18213462753755, 123, 75, 34, 'Male', 85.3365955, 1.5514234141076488, 0.11266097743044731, 48, 35.454766508462065, 91, 'High Risk'),
(142503, 98, 15, '51:46.1', 36.695786780152204, 96.85700486177196, 136, 86, 76, 'Male', 61.96493570178847, 1.7314332010849787, 0.10241763802187684, 50, 20.669716558707048, 102.66666666666666, 'High Risk'),
(142504, 77, 13, '50:46.1', 37.36597373823434, 96.00943918004694, 113, 82, 26, 'Male', 95.99205185599772, 1.9000157602658023, 0.059886257008239255, 31, 26.59015495604868, 92.33333333333333, 'Low Risk'),
(142505, 75, 13, '49:46.1', 36.29525860446365, 97.42941031304642, 129, 75, 84, 'Male', 65.09355654489829, 1.953458436458234, 0.12352790177250907, 54, 17.058060503764917, 93, 'High Risk'),
(142506, 64, 16, '48:46.1', 36.70414035847358, 99.27159778782064, 138, 79, 68, 'Male', 84.81439183890998, 1.8116967036026341, 0.14167910637912845, 59, 25.84036025, 98.66666666666666, 'Low Risk'),
(142507, 79, 16, '47:46.1', 36.250799312256504, 99.60866383332673, 135, 84, 73, 'Male', 99.49389398109152, 1.7676956947457068, 0.06974114, 51, 31.840612995673403, 101, 'High Risk'),
(142508, 89, 14, '46:46.1', 36.38049066588056, 98.32244032733102, 128, 73, 32, 'Female', 81.88691247298459, 1.5177024191303135, 0.099378491, 55, 35.55013413, 91.33333333333333, 'High Risk'),
(142509, 64, 18, '45:46.1', 36.546251391432776, 99.24093499, 110, 74, 78, 'Male', 57.26829294121187, 1.7329034594047965, 0.11605583529905547, 36, 19.07065020651456, 86, 'Low Risk'),
(142510, 68, 15, '44:46.1', 36.11957940755612, 95.69776546, 116, 78, 51, 'Female', 58.04229317914469, 1.9206568756845892, 0.12951398270232228, 38, 15.734211798192177, 90.66666666666667, 'High Risk'),
(142511, 73, 18, '43:46.1', 37.466384608695606, 96.51970552904609, 122, 84, 48, 'Male', 85.26827523193069, 1.5831353446283263, 0.059467066, 38, 34.02133790771808, 96.66666666666667, 'High Risk'),
(142512, 64, 12, '42:46.1', 36.74143729357577, 98.52971097353327, 127, 79, 50, 'Female', 63.03451062670484, 1.6687074253446195, 0.08285449, 48, 22.63695401382707, 95, 'Low Risk'),
(142513, 60, 16, '41:46.1', 36.07061601310939, 96.39198137480797, 133, 80, 60, 'Male', 78.40979070743238, 1.7600831575250466, 0.10790498588440231, 53, 25.310686249946357, 97.66666666666666, 'Low Risk'),
(142514, 74, 15, '40:46.1', 36.933820018749664, 99.85394414, 138, 74, 82, 'Male', 58.81838599, 1.8200619657913806, 0.11299777585407546, 64, 17.755820855587743, 95.33333333333333, 'High Risk'),
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(142516, 76, 12, '38:46.1', 36.12781337257123, 99.81299468, 114, 74, 67, 'Female', 98.19917228, 1.7360006123084872, 0.059952914, 40, 32.58427625453846, 87.33333333333333, 'High Risk'),
(142517, 96, 14, '37:46.1', 36.340466016884896, 98.04067660885549, 128, 70, 77, 'Male', 98.54650459051118, 1.8986413412599288, 0.098337971, 58, 27.337283622322232, 89.33333333333333, 'High Risk'),
(142518, 94, 19, '36:46.1', 36.25366584896044, 95.54992764785396, 111, 72, 32, 'Female', 99.99409491, 1.5202859510690074, 0.11533305074497237, 39, 43.263713036841835, 85, 'High Risk'),
(142519, 65, 13, '35:46.1', 36.661360603968696, 98.06262712068803, 111, 75, 48, 'Male', 71.01824684645598, 1.7313503310823701, 0.13617617033199222, 36, 23.691908050426633, 87, 'Low Risk'),
(142520, 95, 12, '34:46.1', 37.42267379206886, 99.32672014652043, 116, 75, 66, 'Male', 70.67435946486705, 1.9386586424077858, 0.078569824, 41, 18.804387409287067, 88.66666666666667, 'High Risk'),
(142521, 61, 16, '33:46.1', 36.26529403, 97.74841352805298, 118, 76, 83, 'Male', 73.82348067137625, 1.721679355719658, 0.14554352019785627, 42, 24.905196565324964, 90, 'Low Risk'),
(142522, 64, 18, '32:46.1', 37.31044283706008, 97.89997432114815, 110, 73, 50, 'Female', 93.68160251804332, 1.7141038934887958, 0.092161124, 37, 31.884530647393124, 85.33333333333333, 'High Risk'),
(142523, 96, 14, '31:46.1', 36.64069862602719, 96.69255721294613, 118, 89, 36, 'Male', 98.16150120878396, 1.9282046051415285, 0.061388064, 29, 26.401886519228558, 98.66666666666667, 'High Risk'),
(142524, 69, 14, '30:46.1', 36.917610614745605, 98.56559663278844, 133, 79, 83, 'Female', 98.01770603794358, 1.7403426100656192, 0.074740502, 54, 32.361975691920904, 97, 'High Risk'),
(142525, 80, 16, '29:46.1', 36.66158486, 98.47867265826832, 125, 78, 87, 'Female', 56.792935114234666, 1.5854966764025813, 0.092906372, 47, 22.59246624476349, 93.66666666666667, 'Low Risk'),
(142526, 95, 12, '28:46.1', 37.47615455716513, 95.85706879091946, 134, 85, 30, 'Male', 75.93699714323212, 1.8381685590834844, 0.11356601586339306, 49, 22.474122951722215, 101.33333333333333, 'High Risk'),
(142527, 92, 15, '27:46.1', 37.02656245925671, 95.51311271486922, 137, 84, 46, 'Male', 55.83772489901657, 1.835754115228362, 0.13783625640245012, 53, 16.56909140645907, 101.66666666666666, 'High Risk'),
(142528, 99, 18, '26:46.1', 36.63217979037259, 99.44831085848297, 114, 79, 83, 'Male', 63.21565367816628, 1.558198590234201, 0.10027412505668162, 35, 26.036285127172633, 90.66666666666667, 'High Risk'),
(142529, 86, 16, '25:46.1', 36.667367949189334, 96.91123310328811, 125, 81, 72, 'Female', 75.03509012399013, 1.6262697020435843, 0.069649323, 44, 28.371301987226975, 95.66666666666667, 'Low Risk'),
(142530, 64, 14, '24:46.1', 36.21563392, 96.52160217, 139, 71, 51, 'Female', 94.24651478953095, 1.8384265398600452, 0.11226793226627595, 68, 27.88513408940058, 93.66666666666666, 'Low Risk'),
(142531, 88, 14, '23:46.1', 36.70956753025734, 98.07558257254419, 139, 70, 86, 'Female', 92.55933840233791, 1.796815016, 0.077176715, 69, 28.66906338556996, 93, 'Low Risk'),
(142532, 92, 15, '22:46.1', 36.20801736299596, 99.88912845781846, 117, 70, 64, 'Female', 90.98361414863678, 1.7997509881254032, 0.059657092, 47, 28.089133551543696, 85.66666666666667, 'High Risk'),
(142533, 95, 18, '21:46.1', 36.01772978934252, 97.64779369226555, 122, 75, 62, 'Male', 98.64328698796639, 1.9238831355788482, 0.085242758, 47, 26.65079446572482, 90.66666666666667, 'High Risk'),
(142534, 94, 13, '20:46.1', 37.38764944995223, 97.09797797324774, 119, 87, 67, 'Female', 63.68055203641458, 1.691910944, 0.065743449, 32, 22.245994227157922, 97.66666666666667, 'High Risk'),
(142535, 75, 15, '19:46.1', 37.086781990989536, 99.54731089636948, 123, 81, 22, 'Male', 96.69909400731373, 1.5958533650070827, 0.146166384, 42, 37.969636346905915, 95, 'High Risk'),
(142536, 64, 18, '18:46.1', 36.11685031884366, 99.67283914394753, 112, 71, 60, 'Male', 96.03117919371928, 1.9859882889877807, 0.12759540281646325, 41, 24.347753446811744, 84.66666666666667, 'Low Risk'),
(142537, 86, 14, '17:46.1', 37.349472617283624, 95.01141042581058, 121, 86, 43, 'Female', 75.58471258549386, 1.7444335479350426, 0.1302892555328134, 35, 24.838485154220166, 97.66666666666667, 'Low Risk'),
(142538, 88, 14, '16:46.1', 36.07291782122694, 96.62571701, 132, 84, 85, 'Female', 95.92287482707584, 1.9589998871721794, 0.08014505, 48, 24.99501284144147, 100, 'Low Risk'),
(142539, 80, 12, '15:46.1', 37.14850060808015, 96.52715103947756, 134, 83, 49, 'Female', 93.28545114847657, 1.9926303332220847, 0.051572152, 51, 23.49418812076859, 100, 'Low Risk'),
(142540, 79, 18, '14:46.1', 36.354453436841304, 97.67361438247772, 116, 76, 28, 'Female', 60.03032748652034, 1.7265557664474196, 0.11474389888077667, 40, 20.137682625761766, 89.33333333333333, 'Low Risk'),
(142541, 91, 18, '13:46.1', 37.09108914015495, 95.97151654, 111, 75, 72, 'Male', 99.68261185405315, 1.8392061183770259, 0.070700395, 36, 29.46853885790396, 87, 'High Risk'),
(142542, 83, 15, '12:46.1', 36.44895240006107, 99.38614826186951, 138, 80, 33, 'Male', 61.95683091589719, 1.5116257004739224, 0.081081218, 58, 27.11444137332089, 99.33333333333333, 'Low Risk'),
(142543, 77, 15, '11:46.1', 36.37119413141777, 97.85481841444961, 119, 74, 58, 'Female', 64.15193405973922, 1.8161624317577942, 0.10910353492061041, 45, 19.449138920977834, 89, 'Low Risk'),
(142544, 83, 14, '10:46.1', 36.34705605053849, 98.47475015450414, 117, 85, 45, 'Male', 50.14120050681317, 1.9145576409798764, 0.12984948628338594, 32, 13.679109805727775, 95.66666666666667, 'High Risk'),
(142545, 82, 16, '09:46.1', 37.25208092598641, 99.75711451218625, 127, 86, 31, 'Male', 88.12727824633522, 1.5367668013003497, 0.073051222, 41, 37.315942706303986, 99.66666666666667, 'High Risk'),
(142546, 84, 15, '08:46.1', 37.321465884640894, 98.17445033889658, 114, 80, 45, 'Female', 72.86407959500701, 1.5314808896064314, 0.050784761, 34, 31.06635635101326, 91.33333333333333, 'High Risk'),
(142547, 70, 18, '07:46.1', 36.88795476947108, 98.32900004158905, 118, 73, 21, 'Female', 90.70130691722429, 1.6879635456315196, 0.062912032, 45, 31.83372195474645, 88, 'High Risk'),
(142548, 85, 18, '06:46.1', 36.189260234581816, 95.82921411652462, 127, 79, 60, 'Male', 52.313381564574044, 1.9958150762881433, 0.09473084, 48, 13.133249535964945, 95, 'High Risk'),
(142549, 87, 13, '05:46.1', 37.35988101664728, 95.15582372314583, 121, 85, 57, 'Female', 79.94931141758002, 1.9068933632953107, 0.059230949957190804, 36, 21.986794290362088, 97, 'Low Risk'),
(142550, 93, 17, '04:46.1', 37.359371935147806, 97.67466501906085, 132, 82, 40, 'Female', 59.31503245469136, 1.806312653662787, 0.099609417, 50, 18.179373976477407, 98.66666666666666, 'High Risk'),
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(142727, 67, 18, '07:46.1', 37.05644373, 98.52626824254905, 126, 84, 76, 'Female', 58.531449896557305, 1.8736824517313329, 0.09810093, 42, 16.67236860968423, 98, 'High Risk'),
(142728, 99, 16, '06:46.1', 36.14099911873329, 97.76281583441857, 124, 77, 63, 'Male', 80.78634209394833, 1.6160244465227294, 0.097393653, 47, 30.934428116103174, 92.66666666666667, 'High Risk'),
(142729, 69, 15, '05:46.1', 37.47595203028251, 95.78163875874651, 118, 82, 80, 'Female', 72.92972698723707, 1.571089800273378, 0.13427531155989691, 36, 29.546263695788973, 94, 'Low Risk'),
(142730, 68, 17, '04:46.1', 36.72760749852336, 96.98696337696362, 120, 78, 34, 'Female', 86.13483999002341, 1.849043782834763, 0.078015057, 42, 25.193265395459886, 92, 'Low Risk'),
(142731, 84, 15, '03:46.1', 36.714601025692524, 95.62214884104448, 122, 77, 61, 'Male', 50.40329819930426, 1.994579713366666, 0.072304077, 45, 12.66940329193539, 92, 'High Risk'),
(142732, 69, 12, '02:46.1', 36.625705735408836, 98.63759239380578, 115, 76, 82, 'Female', 62.66755375038195, 1.6006413019275099, 0.092368093, 39, 24.45990152672526, 89, 'Low Risk'),
(142733, 82, 13, '01:46.1', 37.175797349688025, 95.14931206573827, 111, 86, 83, 'Male', 76.07666800203799, 1.9808104360081902, 0.074572489, 25, 19.38945724063381, 94.33333333333333, 'Low Risk'),
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(142735, 86, 16, '59:46.1', 37.048891759640455, 96.71060943, 113, 88, 58, 'Male', 77.23289913773466, 1.9533588429318198, 0.11887895265777182, 25, 20.241293939086578, 96.33333333333333, 'Low Risk'),
(142736, 66, 16, '58:46.1', 37.340632477282405, 98.00596939998397, 117, 79, 69, 'Female', 67.98832434144668, 1.5919509613654408, 0.14998488584368946, 38, 26.82717649403474, 91.66666666666667, 'Low Risk'),
(142737, 91, 12, '57:46.1', 36.932244015938394, 96.32390614392592, 122, 75, 76, 'Male', 75.85005467, 1.938799978310705, 0.087472544, 47, 20.178546769636462, 90.66666666666667, 'High Risk'),
(142738, 75, 17, '56:46.1', 36.09159644578161, 98.76307818196291, 113, 84, 30, 'Male', 74.82366021811424, 1.8012417568062709, 0.06356036, 29, 23.061892134603323, 93.66666666666667, 'Low Risk'),
(142739, 82, 14, '55:46.1', 36.243520837654984, 98.97687470341043, 129, 81, 72, 'Female', 91.99699934, 1.8468462811719326, 0.095109449, 48, 26.97193868615189, 97, 'Low Risk'),
(142740, 67, 19, '54:46.1', 36.02775040243224, 95.16469341894165, 127, 87, 48, 'Female', 51.49488934196733, 1.899229150344023, 0.1356171271094309, 40, 14.276093851166157, 100.33333333333333, 'High Risk'),
(142741, 60, 14, '53:46.1', 36.15792074867148, 99.55121873759806, 138, 85, 34, 'Female', 76.54824426426063, 1.5008444434410262, 0.080863557, 53, 33.98316863990773, 102.66666666666666, 'High Risk'),
(142742, 97, 12, '52:46.1', 36.659751293220786, 96.52822164961916, 119, 80, 89, 'Male', 53.091029466865365, 1.7752964185703837, 0.11897077540306715, 39, 16.845324939792704, 93, 'High Risk'),
(142743, 74, 13, '51:46.1', 36.45052614322778, 97.74906810987031, 117, 70, 48, 'Female', 66.55455922173869, 1.9035499290224782, 0.11689357514731032, 47, 18.36746691972836, 85.66666666666667, 'High Risk'),
(142744, 73, 15, '50:46.1', 37.10635023245188, 99.96127026732594, 118, 77, 39, 'Female', 97.11142529904512, 1.881400163417264, 0.13282624686816488, 41, 27.435190079057126, 90.66666666666667, 'Low Risk'),
(142745, 92, 12, '49:46.1', 36.293682195682976, 95.99844877096744, 124, 73, 75, 'Female', 60.36381080989845, 1.5352023010761355, 0.093504105, 51, 25.61211386520354, 90, 'High Risk'),
(142746, 62, 13, '48:46.1', 37.49565923466644, 99.13280918032049, 110, 76, 53, 'Male', 56.97468759529781, 1.926495895233088, 0.1271034899911812, 34, 15.351321831642448, 87.33333333333333, 'High Risk'),
(142747, 90, 15, '47:46.1', 36.46086933584627, 99.90110642340734, 114, 70, 26, 'Male', 77.46439708894418, 1.8900095345890637, 0.078796103, 44, 21.685735426465133, 84.66666666666667, 'Low Risk'),
(142748, 86, 19, '46:46.1', 37.13068832955716, 99.81755371001651, 130, 87, 78, 'Male', 59.779655880160874, 1.6233076657719085, 0.129541065, 43, 22.685676339807884, 101.33333333333333, 'Low Risk'),
(142749, 64, 12, '45:46.1', 37.15650218094463, 98.74551059, 112, 87, 47, 'Male', 99.05758860180634, 1.8933308446640154, 0.083280547, 25, 27.633425942024445, 95.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(142751, 86, 16, '43:46.1', 37.46642902867993, 95.92048333608798, 126, 87, 23, 'Female', 98.70913255711267, 1.841436417143175, 0.11913634392475721, 39, 29.110112240637335, 100, 'Low Risk'),
(142752, 82, 17, '42:46.1', 36.73674225642818, 96.94252244669342, 120, 83, 65, 'Female', 70.04510708407327, 1.906004072, 0.10445913055356676, 37, 19.281026662538498, 95.33333333333333, 'Low Risk'),
(142753, 73, 19, '41:46.1', 36.07628112201182, 99.21828106958962, 115, 80, 81, 'Female', 79.21430656, 1.9400790442152913, 0.073596255, 35, 21.04576784705887, 91.66666666666667, 'Low Risk'),
(142754, 84, 18, '40:46.1', 36.436927610597515, 98.80429327396007, 131, 74, 85, 'Male', 68.47068164928717, 1.5830530158325766, 0.10749255124475586, 57, 27.322078357359242, 93, 'Low Risk'),
(142755, 96, 15, '39:46.1', 36.853333530554025, 97.80967165, 131, 70, 84, 'Female', 71.29502984469845, 1.746278643037817, 0.09531805, 61, 23.37933585827163, 90.33333333333333, 'High Risk'),
(142756, 90, 13, '38:46.1', 36.86074995436521, 95.95198438927025, 120, 71, 72, 'Male', 65.17198955, 1.7718689615819678, 0.080158862, 49, 20.758586502725606, 87.33333333333333, 'Low Risk'),
(142757, 65, 13, '37:46.1', 37.00057130647333, 97.32693437704663, 114, 81, 53, 'Female', 91.03887499880882, 1.8521912296566825, 0.089179902, 33, 26.53720842767604, 92, 'Low Risk'),
(142758, 94, 12, '36:46.1', 36.91062329, 95.69422403397644, 131, 82, 21, 'Male', 91.06105716805817, 1.6490905762763537, 0.087962082, 49, 33.484488417089324, 98.33333333333333, 'High Risk'),
(142759, 93, 17, '35:46.1', 37.32171459884131, 96.19948232828948, 117, 84, 88, 'Male', 53.53481825967416, 1.9605432435745036, 0.060557960362806085, 33, 13.927830754761064, 95, 'High Risk'),
(142760, 83, 17, '34:46.1', 37.11903074, 97.35237861, 118, 75, 43, 'Male', 96.28541462708014, 1.8017878362296427, 0.10948344339012797, 43, 29.65877460267469, 89.33333333333333, 'Low Risk'),
(142761, 73, 19, '33:46.1', 36.101629118185926, 95.50220367162309, 129, 88, 85, 'Female', 65.22790505, 1.570738762556931, 0.059230347359626234, 41, 26.437811857832582, 101.66666666666667, 'Low Risk'),
(142762, 86, 13, '32:46.1', 37.280979640014515, 97.72487221, 130, 79, 81, 'Female', 51.143193746959234, 1.8062755513059063, 0.095046488, 51, 15.675443527087138, 96, 'High Risk'),
(142763, 82, 19, '31:46.1', 36.126144317445195, 99.44023132390538, 118, 84, 39, 'Male', 97.09548500396284, 1.6846013392022434, 0.10524775906068234, 34, 34.21407099546119, 95.33333333333333, 'High Risk'),
(142764, 73, 19, '30:46.1', 36.66934634655939, 97.17607493073766, 136, 81, 72, 'Male', 77.60850455602684, 1.8962939342468623, 0.09682182, 55, 21.58231383002889, 99.33333333333333, 'Low Risk'),
(142765, 82, 12, '29:46.1', 36.60138428816912, 99.72921951631885, 127, 75, 24, 'Male', 87.31319974905443, 1.7398961393922239, 0.10164726751321455, 52, 28.842523494833824, 92.33333333333333, 'Low Risk'),
(142766, 98, 12, '28:46.1', 36.356493140201025, 95.30785531777666, 125, 77, 50, 'Male', 68.00398208793973, 1.9090981829454052, 0.081654466, 48, 18.658546780242922, 93, 'High Risk'),
(142767, 73, 15, '27:46.1', 36.90848463397395, 96.077959, 122, 70, 34, 'Female', 61.36696355837478, 1.867559399, 0.067924798, 52, 17.59485885372499, 87.33333333333333, 'High Risk'),
(142768, 75, 19, '26:46.1', 37.04786777527568, 98.59842980451647, 116, 78, 77, 'Male', 94.55574296142109, 1.9804857197799686, 0.126446556, 38, 24.10707288, 90.66666666666667, 'Low Risk'),
(142769, 85, 15, '25:46.1', 37.02922701511205, 98.52641892015657, 125, 88, 62, 'Female', 70.31917004766171, 1.782700236753478, 0.1162059413356304, 37, 22.126722638625814, 100.33333333333333, 'Low Risk'),
(142770, 96, 13, '24:46.1', 36.46082239107045, 99.06605105304928, 137, 73, 34, 'Female', 92.99924956433253, 1.665405639300048, 0.086544133, 64, 33.53045002615402, 94.33333333333333, 'High Risk'),
(142771, 92, 19, '23:46.1', 36.75120959852434, 99.28345307679861, 123, 73, 21, 'Female', 53.37704496459559, 1.7666925056560148, 0.12292419309192261, 50, 17.10143654939795, 89.66666666666666, 'High Risk'),
(142772, 97, 12, '22:46.1', 37.434095973520904, 97.07931274591941, 129, 86, 61, 'Female', 88.11153500837452, 1.9676527254879927, 0.057726732387485116, 43, 22.758092817010677, 100.33333333333333, 'High Risk'),
(142773, 63, 12, '21:46.1', 36.211220841426055, 99.54705973819856, 113, 78, 21, 'Female', 73.5021409, 1.6390298388260005, 0.070204231, 35, 27.360641071844917, 89.66666666666667, 'Low Risk'),
(142774, 78, 17, '20:46.1', 36.96928029897939, 99.53026587351333, 135, 79, 24, 'Female', 63.041877343635825, 1.6889794881208575, 0.055729585, 56, 22.099395132629578, 97.66666666666666, 'Low Risk'),
(142775, 76, 16, '19:46.1', 36.87555065132575, 98.23867379058807, 112, 88, 63, 'Male', 76.27046298557696, 1.7312842224669105, 0.072647739, 24, 25.44600687782279, 96, 'Low Risk'),
(142776, 97, 18, '18:46.1', 36.01168766460128, 97.97936549587355, 121, 70, 61, 'Male', 55.236778836434944, 1.9778573825351478, 0.10829038131215585, 51, 14.120120375236475, 87, 'High Risk'),
(142777, 91, 13, '17:46.1', 36.01248111, 95.55398000002195, 137, 82, 75, 'Female', 73.00058171753194, 1.7449173515789986, 0.14182299192721304, 55, 23.975992729377207, 100.33333333333333, 'High Risk'),
(142778, 98, 14, '16:46.1', 36.49645536947651, 96.74048459220161, 126, 73, 21, 'Male', 88.79501247, 1.8199193378054523, 0.14539053336413066, 53, 26.809227073959004, 90.66666666666666, 'High Risk'),
(142779, 65, 12, '15:46.1', 36.12368747450559, 97.11108172582618, 117, 81, 35, 'Male', 67.47099991057893, 1.5902469781828914, 0.089431605, 36, 26.68013288911998, 93, 'Low Risk'),
(142780, 62, 14, '14:46.1', 36.2061878, 97.21200293016929, 126, 70, 34, 'Male', 93.16314569342074, 1.8751621033848713, 0.053373808, 56, 26.495157736355537, 88.66666666666666, 'Low Risk'),
(142781, 87, 15, '13:46.1', 36.291985298515776, 96.41084795453388, 117, 81, 79, 'Male', 77.37071959388275, 1.5697097559347846, 0.11264406528544343, 36, 31.400598157182802, 93, 'High Risk'),
(142782, 88, 13, '12:46.1', 37.39812310563431, 95.53241903833114, 123, 89, 65, 'Male', 87.01242636620394, 1.9921251785240561, 0.1420318264341457, 34, 21.925425488729623, 100.33333333333333, 'Low Risk'),
(142783, 89, 18, '11:46.1', 37.39241563263565, 99.01928451186006, 137, 70, 24, 'Male', 61.47661248536604, 1.7607706462704817, 0.14475416283506704, 67, 19.82916149302555, 92.33333333333333, 'Low Risk'),
(142784, 66, 14, '10:46.1', 36.42065325519419, 98.4905042, 132, 86, 76, 'Male', 88.91629988723324, 1.9110846077579748, 0.058055656, 46, 24.34566000638063, 101.33333333333333, 'Low Risk'),
(142785, 87, 12, '09:46.1', 36.608446674592265, 99.78853381808086, 138, 80, 80, 'Male', 62.07801511942691, 1.8139343295306816, 0.099071479, 58, 18.866646061366747, 99.33333333333333, 'Low Risk'),
(142786, 98, 18, '08:46.1', 37.15253977917337, 96.98066355825217, 127, 77, 43, 'Female', 67.80556201405592, 1.6553593472535022, 0.084491393, 50, 24.744617736338228, 93.66666666666666, 'High Risk'),
(142787, 72, 17, '07:46.1', 37.22650230494084, 96.06805768113603, 112, 80, 82, 'Female', 61.21546504641821, 1.8127174105679746, 0.060820728, 32, 18.62948893760583, 90.66666666666667, 'Low Risk'),
(142788, 96, 16, '06:46.1', 36.063298566808854, 99.81353864006832, 139, 78, 34, 'Female', 85.15108589924897, 1.5857043443924521, 0.1100700256697037, 61, 33.86458506344636, 98.33333333333333, 'High Risk'),
(142789, 94, 13, '05:46.1', 37.32045042532196, 96.74517414890232, 119, 81, 25, 'Male', 72.00110856030517, 1.6600886741102392, 0.1323160220912974, 38, 26.126221819646982, 93.66666666666667, 'High Risk'),
(142790, 74, 14, '04:46.1', 37.24792211709094, 98.06629962781435, 110, 80, 79, 'Male', 96.25870438138267, 1.7523566370861723, 0.14519712331740628, 30, 31.346930156808543, 90, 'High Risk'),
(142791, 93, 15, '03:46.1', 37.05010493915333, 95.80884122385933, 123, 78, 69, 'Female', 60.49892851883099, 1.955442780047209, 0.14126397677702074, 45, 15.821857133465722, 93, 'High Risk'),
(142792, 84, 16, '02:46.1', 36.49767903430032, 95.85757370403668, 137, 85, 71, 'Female', 50.54288784003557, 1.8987327512694465, 0.084819625, 52, 14.019494968760556, 102.33333333333333, 'High Risk'),
(142793, 81, 16, '01:46.1', 36.418037837056964, 97.42903528009013, 126, 84, 48, 'Male', 95.43297044285498, 1.8558978285888381, 0.13056890067824406, 42, 27.707051668907607, 98, 'Low Risk'),
(142794, 60, 16, '00:46.1', 36.293635964851426, 97.3646512, 136, 74, 85, 'Female', 78.31614224642637, 1.520204395145508, 0.12677087051080213, 62, 33.88810771899117, 94.66666666666666, 'High Risk'),
(142795, 71, 19, '59:46.1', 36.56345535750314, 98.19258272309683, 126, 87, 74, 'Male', 53.45570566125857, 1.6841526678720342, 0.1147740071942045, 39, 18.846519222802655, 100, 'Low Risk'),
(142796, 94, 17, '58:46.1', 36.948548552264135, 98.50937407, 123, 73, 36, 'Female', 52.163839673516186, 1.6455768265081563, 0.11464569431865841, 50, 19.263412549923103, 89.66666666666666, 'High Risk'),
(142797, 83, 16, '57:46.1', 37.01928644456997, 96.32753446474504, 126, 87, 84, 'Male', 65.69675046436026, 1.9694246925636798, 0.13196438044819891, 39, 16.93811710676302, 100, 'High Risk'),
(142798, 93, 17, '56:46.1', 36.75270230889146, 98.46327876548801, 116, 72, 76, 'Male', 81.30024427938613, 1.9723062900602715, 0.10491915328523052, 44, 20.899848162038683, 86.66666666666667, 'High Risk'),
(142799, 64, 13, '55:46.1', 36.21761673943826, 98.94942563980733, 120, 72, 51, 'Male', 69.89559097210626, 1.6835350667753683, 0.10724596885104497, 48, 24.660702699611985, 88, 'Low Risk'),
(142800, 90, 15, '54:46.1', 36.52366586187158, 99.01545501257105, 123, 88, 80, 'Male', 65.12176162, 1.616627078025429, 0.14443347848090513, 35, 24.917613350464492, 99.66666666666667, 'Low Risk'),
(142801, 81, 12, '53:46.1', 37.20579765, 98.74583210029847, 113, 71, 59, 'Male', 70.65998862457852, 1.6664463059917987, 0.13735458429874134, 42, 25.44432377408162, 85, 'Low Risk'),
(142802, 61, 16, '52:46.1', 37.14805864, 98.85803816, 112, 73, 64, 'Male', 53.67762188671942, 1.5297660169946021, 0.088634181, 39, 22.937350377413143, 86, 'Low Risk'),
(142803, 81, 16, '51:46.1', 36.365344723490665, 95.12591036914591, 138, 81, 78, 'Male', 62.22641260896546, 1.6380256209174768, 0.0542977, 57, 23.191742668065988, 100, 'Low Risk'),
(142804, 95, 14, '50:46.1', 36.86063060140559, 98.68320911861989, 125, 79, 77, 'Female', 50.439938894686456, 1.7555905378698438, 0.10652133080551354, 46, 16.36545517313661, 94.33333333333333, 'High Risk'),
(142805, 66, 14, '49:46.1', 36.36107755170702, 95.33033887038667, 139, 78, 27, 'Female', 94.43528784199243, 1.5439746948067565, 0.091305907, 61, 39.61447932686524, 98.33333333333333, 'High Risk'),
(142806, 80, 15, '48:46.1', 37.45813100930066, 96.30363170599453, 132, 76, 69, 'Male', 92.50461161538495, 1.896041229415394, 0.071841093, 56, 25.73166154642611, 94.66666666666666, 'Low Risk'),
(142807, 70, 13, '47:46.1', 36.529983089236794, 96.70406431750628, 125, 73, 51, 'Male', 99.86452433802849, 1.8678655230106949, 0.083357918, 52, 28.62332131311284, 90.33333333333333, 'Low Risk'),
(142808, 67, 19, '46:46.1', 36.42871108741719, 99.00910127378421, 117, 78, 57, 'Male', 99.87461640486652, 1.861117609206019, 0.060487158, 39, 28.834172198667048, 91, 'Low Risk'),
(142809, 97, 17, '45:46.1', 37.24040623556931, 95.23660830733549, 114, 82, 63, 'Female', 96.91654317031183, 1.7807054447377597, 0.067461995, 32, 30.564249909786948, 92.66666666666667, 'High Risk'),
(142810, 69, 13, '44:46.1', 36.67006696605007, 97.17973723, 128, 89, 67, 'Male', 90.87761732720841, 1.9062865909901479, 0.100587643, 39, 25.00809128521527, 102, 'Low Risk'),
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(142986, 65, 15, '48:46.1', 37.19551824195807, 95.60619836354357, 121, 82, 54, 'Male', 84.04874823, 1.5455576715951398, 0.084682366, 39, 35.18526444453212, 95, 'High Risk'),
(142987, 88, 14, '47:46.1', 37.10632811931447, 95.00852507472156, 118, 85, 29, 'Male', 81.61072757428411, 1.989528789848046, 0.1455959065642388, 33, 20.61801226, 96, 'Low Risk'),
(142988, 70, 17, '46:46.1', 36.240050172912404, 97.93699280768871, 115, 81, 29, 'Female', 62.64507371641618, 1.878597230677698, 0.12120243854920523, 34, 17.75086696022385, 92.33333333333333, 'High Risk'),
(142989, 86, 17, '45:46.1', 36.37403022147078, 98.57158664509957, 115, 86, 53, 'Female', 51.12228211628438, 1.919204153292908, 0.076209161, 29, 13.879310224158639, 95.66666666666667, 'High Risk'),
(142990, 65, 13, '44:46.1', 36.62395973072331, 95.03036531673827, 124, 80, 74, 'Female', 53.51106262289104, 1.9848040354752152, 0.065723552, 44, 13.583394272908972, 94.66666666666667, 'High Risk'),
(142991, 79, 16, '43:46.1', 36.84419171520858, 95.13089850087862, 125, 78, 36, 'Male', 50.80150351416244, 1.8326800643378145, 0.098733916, 47, 15.125274126632357, 93.66666666666667, 'High Risk'),
(142992, 92, 19, '42:46.1', 36.165529362007966, 99.00893089657791, 130, 77, 56, 'Male', 75.16454562283425, 1.8584848744109532, 0.068243721, 53, 21.761808021413003, 94.66666666666666, 'High Risk'),
(142993, 73, 12, '41:46.1', 36.281541505163105, 96.35263341, 131, 71, 27, 'Male', 80.42673679407004, 1.9219754699089968, 0.066578434, 60, 21.772322928552367, 91, 'Low Risk'),
(142994, 88, 17, '40:46.1', 36.90986919335915, 95.13099283563781, 120, 76, 82, 'Female', 72.723406, 1.9105187079104191, 0.081238581, 44, 19.923774674650847, 90.66666666666667, 'Low Risk'),
(142995, 86, 14, '39:46.1', 36.86951417773946, 98.20331309708303, 127, 72, 19, 'Male', 57.36170796149311, 1.9180440382968453, 0.085628773, 55, 15.592111270581844, 90.33333333333333, 'High Risk'),
(142996, 71, 13, '38:46.1', 37.096252383640206, 96.56541400964282, 126, 83, 72, 'Female', 97.76937112278324, 1.5779885635982207, 0.12545120581987101, 43, 39.26405225134467, 97.33333333333333, 'High Risk'),
(142997, 61, 14, '37:46.1', 37.28101853179475, 96.82160387599698, 122, 77, 38, 'Male', 67.105527, 1.6811403822405713, 0.14406255404363374, 45, 23.74380575309766, 92, 'Low Risk'),
(142998, 64, 12, '36:46.1', 36.42548415376734, 97.23274311069169, 133, 70, 89, 'Male', 56.77876131451947, 1.7609240393770689, 0.07156422, 63, 18.310688273040988, 91, 'High Risk'),
(142999, 86, 14, '35:46.1', 36.40963128176791, 99.13872071761443, 114, 73, 49, 'Male', 54.35626811577924, 1.511144670476288, 0.080322235, 41, 23.803320518013294, 86.66666666666667, 'Low Risk'),
(143000, 81, 13, '34:46.1', 37.17371577511682, 95.57552488759447, 122, 85, 34, 'Male', 65.95978107, 1.779293896794686, 0.12437261434252919, 37, 20.83453573448646, 97.33333333333333, 'Low Risk'),
(143001, 72, 17, '33:46.1', 36.638976183021924, 96.49929979454333, 117, 73, 31, 'Female', 77.74465272867862, 1.988749312, 0.13598431210107037, 44, 19.656692469107686, 87.66666666666667, 'Low Risk'),
(143002, 79, 19, '32:46.1', 36.25944086513037, 98.43115833874091, 116, 72, 58, 'Male', 64.16051873478891, 1.5785946126538546, 0.097023247, 44, 25.74700005089287, 86.66666666666667, 'Low Risk'),
(143003, 95, 13, '31:46.1', 37.37631952082339, 96.91946057430884, 129, 83, 35, 'Female', 72.98271398027624, 1.8283155933923052, 0.13632607117947898, 46, 21.83321455830329, 98.33333333333333, 'High Risk'),
(143004, 68, 16, '30:46.1', 36.65831853059521, 95.11280728709802, 110, 79, 39, 'Male', 71.38992544, 1.725775464357862, 0.10693869473439932, 31, 23.97001732263349, 89.33333333333333, 'Low Risk'),
(143005, 75, 15, '29:46.1', 36.581735792090825, 98.45574201906408, 138, 74, 25, 'Female', 92.44015780069668, 1.8616587090428494, 0.14015338989927678, 64, 26.672304801186105, 95.33333333333333, 'Low Risk'),
(143006, 93, 14, '28:46.1', 36.10426317865078, 95.00283614973131, 110, 89, 54, 'Female', 72.88297375490141, 1.892323186899503, 0.10654291861031323, 21, 20.35332945885169, 96, 'High Risk'),
(143007, 63, 18, '27:46.1', 36.580348816140535, 96.68166936239912, 130, 77, 42, 'Female', 55.007061858431854, 1.693602216920549, 0.14803878401619508, 53, 19.17766028413999, 94.66666666666666, 'Low Risk'),
(143008, 75, 14, '26:46.1', 37.225943730278004, 95.21655098502822, 123, 70, 27, 'Male', 81.70929028589721, 1.8177768573891113, 0.10419088177452787, 53, 24.728074375435984, 87.66666666666666, 'Low Risk'),
(143009, 66, 13, '25:46.1', 36.395555712010385, 98.35668130423852, 117, 89, 78, 'Male', 57.16607127699835, 1.7392071943305472, 0.099960192, 28, 18.898864010644907, 98.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(143010, 70, 14, '24:46.1', 36.175023368435966, 97.20245275640487, 127, 87, 36, 'Female', 81.09595660347837, 1.7838407030217582, 0.06306665, 40, 25.48514228001438, 100.33333333333333, 'Low Risk'),
(143011, 81, 14, '23:46.1', 37.11916204894092, 96.02380044655249, 116, 71, 51, 'Male', 87.10882709503625, 1.7237537349311876, 0.13701341593974498, 45, 29.31647337787195, 86, 'Low Risk'),
(143012, 99, 15, '22:46.1', 37.079351504684624, 95.42560149642345, 112, 85, 73, 'Male', 61.56182151874533, 1.7690204301095058, 0.077713908, 27, 19.671875374365765, 94, 'High Risk'),
(143013, 84, 16, '21:46.1', 36.15613224177514, 95.58011602618242, 120, 88, 61, 'Male', 52.92857399750582, 1.9794069836758588, 0.12741446350328461, 32, 13.50890031643506, 98.66666666666667, 'High Risk'),
(143014, 65, 17, '20:46.1', 36.48738967780972, 99.04432103, 112, 87, 76, 'Female', 88.80439395093816, 1.583213562935528, 0.072790531, 25, 35.428719129984586, 95.33333333333333, 'High Risk'),
(143015, 72, 18, '19:46.1', 36.708712694432016, 97.12718590182581, 112, 74, 87, 'Female', 72.91973221209062, 1.553446883271159, 0.051677716, 38, 30.21706292116891, 86.66666666666667, 'High Risk'),
(143016, 66, 12, '18:46.1', 36.90545086117206, 98.96733326, 132, 78, 64, 'Female', 59.91761779913901, 1.6352896173882796, 0.1024108150873739, 54, 22.40604374924563, 96, 'Low Risk'),
(143017, 81, 19, '17:46.1', 36.70332486438705, 97.11864481305922, 115, 81, 43, 'Female', 83.13099711, 1.984718359164841, 0.1138867540664784, 34, 21.104021253506282, 92.33333333333333, 'Low Risk'),
(143018, 93, 18, '16:46.1', 36.254283943760306, 97.02526695396561, 131, 87, 43, 'Male', 69.77070833759815, 1.5228140895009934, 0.14259694351275365, 44, 30.087032791713895, 101.66666666666667, 'High Risk'),
(143019, 93, 18, '15:46.1', 37.20417842394087, 98.07294199637684, 138, 78, 63, 'Male', 73.74789789925937, 1.528772848539842, 0.090079351, 60, 31.5546759, 98, 'High Risk'),
(143020, 95, 15, '14:46.1', 36.883858024310015, 96.90162473399961, 133, 81, 87, 'Male', 59.315251525178894, 1.5324187666878475, 0.061873756, 52, 25.258726623569295, 98.33333333333333, 'High Risk'),
(143021, 77, 12, '13:46.1', 36.902289026083295, 98.75197098976368, 117, 83, 86, 'Male', 63.025967915326824, 1.5114914096557908, 0.088681441, 34, 27.587233925908592, 94.33333333333333, 'Low Risk'),
(143022, 74, 13, '12:46.1', 37.10710118766638, 95.16518667245359, 131, 81, 87, 'Male', 50.354761309219455, 1.556348837687297, 0.078662907, 50, 20.78866736855787, 97.66666666666666, 'Low Risk'),
(143023, 76, 18, '11:46.1', 37.35347366880469, 96.92170225540161, 133, 87, 78, 'Female', 71.96117184534062, 1.7486642223940954, 0.076825641, 46, 23.53343800579848, 102.33333333333333, 'Low Risk'),
(143024, 93, 13, '10:46.1', 36.22881978563092, 96.31836204036381, 113, 81, 77, 'Female', 71.41354659681433, 1.852413001810758, 0.067923497, 32, 20.81157558870725, 91.66666666666667, 'High Risk'),
(143025, 90, 15, '09:46.1', 37.24730681662385, 98.10775093254989, 119, 78, 51, 'Female', 53.76759179750865, 1.9909739158954087, 0.051577665, 41, 13.564051956649955, 91.66666666666667, 'High Risk'),
(143026, 82, 16, '08:46.1', 37.09325206557913, 99.35375147917324, 137, 80, 18, 'Male', 68.37972026496938, 1.8643050089848037, 0.10291027384695348, 57, 19.674032611824895, 99, 'Low Risk'),
(143027, 77, 16, '07:46.1', 36.21141539377529, 99.14701623389904, 135, 88, 51, 'Female', 62.526182467257115, 1.857974938171985, 0.14400865091629478, 47, 18.112658982405268, 103.66666666666667, 'High Risk'),
(143028, 65, 15, '06:46.1', 36.70404546896024, 97.81467599, 117, 75, 42, 'Female', 91.20646230012254, 1.9403831766190696, 0.051845672, 42, 24.224265043079523, 89, 'Low Risk'),
(143029, 92, 14, '05:46.1', 37.385475355022805, 99.35180640061984, 131, 79, 40, 'Female', 72.89910174455628, 1.7293331349338283, 0.057546606, 52, 24.376135272231387, 96.33333333333333, 'High Risk'),
(143030, 88, 13, '04:46.1', 37.339754834217615, 97.75802583785199, 125, 76, 40, 'Male', 86.69536346534842, 1.8762295737206314, 0.097543881, 49, 24.627703557068017, 92.33333333333333, 'Low Risk'),
(143031, 81, 19, '03:46.1', 36.895514170345116, 99.63644488598479, 138, 80, 42, 'Female', 81.52195430809863, 1.960759010421273, 0.050817042, 58, 21.204407584412632, 99.33333333333333, 'Low Risk'),
(143032, 70, 13, '02:46.1', 37.10338673, 98.25634197967015, 118, 82, 78, 'Male', 56.826044074221755, 1.8313906590958942, 0.093007794, 36, 16.94280975443753, 94, 'High Risk'),
(143033, 64, 12, '01:46.1', 36.871481734741266, 95.87943014583722, 139, 76, 74, 'Male', 78.86671539813294, 1.6332251375499478, 0.14104311074697598, 63, 29.566617475149418, 97, 'Low Risk'),
(143034, 99, 14, '00:46.1', 36.85916650659821, 96.97681899118162, 120, 84, 83, 'Female', 88.06245319022456, 1.919121521042859, 0.13878443023198483, 36, 23.910344215910904, 96, 'High Risk'),
(143035, 60, 14, '59:46.1', 36.43806734813381, 95.52532639, 125, 82, 81, 'Male', 61.055598770157076, 1.5550914101617557, 0.1026063484146657, 43, 25.24722496112414, 96.33333333333333, 'Low Risk'),
(143036, 99, 16, '58:46.1', 37.179211147481446, 95.06345438090638, 126, 73, 50, 'Male', 73.25711259232625, 1.8672249929515048, 0.14181811986554202, 53, 21.011472708234702, 90.66666666666666, 'High Risk'),
(143037, 87, 13, '57:46.1', 37.14454668936892, 97.61632681, 117, 78, 67, 'Female', 96.41591793033483, 1.5987205696428108, 0.079473588, 39, 37.722773397248055, 91, 'High Risk'),
(143038, 72, 15, '56:46.1', 36.59982910992292, 98.12797176734996, 131, 83, 42, 'Male', 90.10172840771669, 1.850954600745132, 0.098070553, 48, 26.29914251933516, 99, 'Low Risk'),
(143039, 66, 13, '55:46.1', 36.330033041064596, 99.23834962349615, 111, 78, 47, 'Male', 61.89596019568285, 1.627351684453953, 0.057130657, 33, 23.37219327281461, 89, 'Low Risk'),
(143040, 98, 14, '54:46.1', 36.82895331590911, 96.02346453580307, 118, 83, 20, 'Male', 67.65383694025945, 1.8023453360254638, 0.073419887, 35, 20.82650611841203, 94.66666666666667, 'High Risk'),
(143041, 64, 17, '53:46.1', 37.25330190523186, 95.39184726119777, 126, 83, 85, 'Male', 78.74998196961931, 1.8279092958855871, 0.11460539730327651, 43, 23.56900128568204, 97.33333333333333, 'Low Risk'),
(143042, 76, 16, '52:46.1', 36.70533915812189, 98.23135270771381, 127, 85, 84, 'Female', 57.65265770683779, 1.5346005279833121, 0.088847222, 42, 24.480971363782988, 99, 'Low Risk'),
(143043, 67, 19, '51:46.1', 37.17777725516698, 98.70206545806245, 117, 75, 83, 'Female', 90.07984909020928, 1.7875933005641909, 0.059115548064839187, 42, 28.189684366520066, 89, 'Low Risk'),
(143044, 79, 19, '50:46.1', 36.82723848331375, 99.00310546827363, 119, 76, 51, 'Female', 70.30723718769987, 1.5425260115595367, 0.14349307721003488, 43, 29.548472808395406, 90.33333333333333, 'Low Risk'),
(143045, 68, 18, '49:46.1', 36.73427972368643, 99.40473918, 128, 83, 56, 'Female', 72.60693687508525, 1.9482686538633587, 0.055377643, 45, 19.128478581078028, 98, 'Low Risk'),
(143046, 61, 13, '48:46.1', 36.68627847737711, 96.16346980380867, 111, 70, 44, 'Male', 64.31488469, 1.6019676894440376, 0.11029954251944638, 41, 25.061322804126487, 83.66666666666667, 'Low Risk'),
(143047, 78, 13, '47:46.1', 36.91302516138346, 95.06862552648386, 113, 71, 72, 'Male', 74.90186946, 1.8366154444407266, 0.11259591573160925, 42, 22.205276897969703, 85, 'Low Risk'),
(143048, 82, 18, '46:46.1', 37.39621813196398, 95.84545705032632, 113, 84, 44, 'Female', 89.47008663702246, 1.6829411259809128, 0.080486282, 29, 31.58930063897936, 93.66666666666667, 'High Risk'),
(143049, 92, 13, '45:46.1', 37.462146787358385, 98.06878215980106, 126, 84, 41, 'Male', 76.14409907627198, 1.6115546791200885, 0.14591631101374392, 42, 29.318798021498438, 98, 'High Risk'),
(143050, 76, 16, '44:46.1', 36.823508099762414, 98.36332825930872, 131, 88, 23, 'Male', 95.72565448550418, 1.689649962867402, 0.12528692388281798, 43, 33.53010072989765, 102.33333333333333, 'High Risk'),
(143051, 77, 16, '43:46.1', 37.30053665237986, 96.15256615707932, 114, 78, 87, 'Male', 53.91773412, 1.832780050197674, 0.14284444062492785, 36, 16.051326728419546, 90, 'High Risk'),
(143052, 76, 14, '42:46.1', 36.16461889765757, 99.95061745597032, 112, 77, 70, 'Male', 91.90913299375805, 1.8467850790151807, 0.088969422, 35, 26.94796379610381, 88.66666666666667, 'Low Risk'),
(143053, 65, 15, '41:46.1', 36.77345433966293, 99.93440550942047, 117, 75, 37, 'Male', 93.90681600664695, 1.5333304730884436, 0.095757877, 42, 39.94161139687535, 89, 'High Risk'),
(143054, 70, 12, '40:46.1', 36.30874105292236, 98.19330336492774, 111, 82, 43, 'Female', 83.29714862982019, 1.9001181054930174, 0.12095406397837169, 29, 23.071134061740807, 91.66666666666667, 'Low Risk'),
(143055, 94, 12, '39:46.1', 37.02086159302533, 95.71748699131727, 138, 80, 65, 'Male', 67.39625830918503, 1.6854698867008346, 0.13361634801477024, 58, 23.72432095991607, 99.33333333333333, 'High Risk'),
(143056, 99, 18, '38:46.1', 37.079528382090345, 97.41266634689582, 133, 86, 73, 'Male', 67.82743765016346, 1.8309800630844877, 0.12505187158347963, 47, 20.231970352734425, 101.66666666666667, 'High Risk'),
(143057, 62, 17, '37:46.1', 36.37487884, 99.90548345, 137, 74, 29, 'Male', 84.72802937, 1.758350567649884, 0.08924603, 63, 27.40413975224927, 95, 'Low Risk'),
(143058, 63, 16, '36:46.1', 36.56774191959325, 96.17656632582802, 114, 71, 54, 'Male', 75.54333230155633, 1.865762497, 0.1291906050926589, 43, 21.70118351422898, 85.33333333333333, 'Low Risk'),
(143059, 67, 14, '35:46.1', 36.03301353538236, 95.24037463244339, 116, 82, 69, 'Male', 78.85916871, 1.9579861260736449, 0.069822932, 34, 20.569937605654758, 93.33333333333333, 'Low Risk'),
(143060, 81, 15, '34:46.1', 36.859260515117235, 98.88732318, 119, 76, 23, 'Male', 57.45847142653958, 1.787364705026811, 0.1160650853577005, 43, 17.985715227412914, 90.33333333333333, 'High Risk'),
(143061, 75, 15, '33:46.1', 37.261522527501036, 95.11947245148382, 119, 75, 22, 'Male', 69.47314675, 1.7640774336078735, 0.13054376218930933, 44, 22.324496955711055, 89.66666666666667, 'Low Risk'),
(143062, 78, 14, '32:46.1', 36.06176225, 96.75304411, 110, 89, 83, 'Male', 98.42381894, 1.5712993734162906, 0.10063316009358939, 21, 39.864134315532546, 96, 'High Risk'),
(143063, 71, 13, '31:46.1', 36.509289562665785, 95.43146117, 111, 73, 28, 'Male', 52.34850323070543, 1.9137174379119353, 0.1219320822712936, 38, 14.293830909464875, 85.66666666666667, 'High Risk'),
(143064, 83, 17, '30:46.1', 37.381746601075434, 97.28654301570064, 136, 78, 74, 'Female', 75.95428233, 1.7363756022104522, 0.091603426, 58, 25.192131503497748, 97.33333333333333, 'Low Risk'),
(143065, 71, 16, '29:46.1', 36.35522428918483, 98.83509357433317, 123, 89, 58, 'Female', 60.15538435255712, 1.7656385065605433, 0.1463056653234321, 34, 19.29616137653339, 100.33333333333333, 'Low Risk'),
(143066, 72, 14, '28:46.1', 36.262773429103646, 95.87290921, 117, 76, 25, 'Male', 84.80573274421172, 1.693839176691848, 0.096681242, 41, 29.558396062877584, 89.66666666666667, 'Low Risk'),
(143067, 73, 18, '27:46.1', 36.86730034445021, 95.02760436525259, 134, 76, 29, 'Female', 61.86351330996712, 1.749706998770632, 0.10555523984165027, 58, 20.207096829367796, 95.33333333333333, 'Low Risk'),
(143068, 77, 19, '26:46.1', 36.73593223995237, 97.72485898584013, 119, 88, 28, 'Female', 96.22787348470163, 1.9058052205346796, 0.13636049591782876, 31, 26.493776237199057, 98.33333333333333, 'Low Risk'),
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(143246, 96, 18, '28:46.1', 36.65729773160526, 98.42694274235033, 113, 89, 60, 'Male', 52.60171683885033, 1.9222995350646985, 0.085221744, 24, 14.235010678783823, 97, 'High Risk'),
(143247, 92, 16, '27:46.1', 36.31638678695315, 95.10832725873962, 114, 71, 81, 'Female', 81.53940751, 1.6121905589379508, 0.086576945, 43, 31.37146530122628, 85.33333333333333, 'High Risk'),
(143248, 84, 19, '26:46.1', 37.22356575248344, 95.33602653103166, 115, 83, 39, 'Female', 55.818772902328604, 1.7981804507081969, 0.12629779329736424, 32, 17.26289946184661, 93.66666666666667, 'High Risk'),
(143249, 73, 19, '25:46.1', 37.43002719522108, 96.89371177284391, 137, 84, 58, 'Male', 56.57219249984007, 1.9036031548571146, 0.057082973, 53, 15.61169933803625, 101.66666666666666, 'High Risk'),
(143250, 81, 15, '24:46.1', 37.045450091503646, 95.71724085, 114, 84, 56, 'Male', 94.81998872, 1.542680678408939, 0.12614977843786712, 30, 39.84261354852531, 94, 'High Risk'),
(143251, 61, 12, '23:46.1', 36.56351661321347, 95.66015402055285, 132, 86, 39, 'Female', 99.13260617712565, 1.793579286278018, 0.12592743294211323, 46, 30.815936069642127, 101.33333333333333, 'High Risk'),
(143252, 83, 18, '22:46.1', 36.78756965155914, 98.79068960356308, 127, 77, 25, 'Male', 96.12673911971848, 1.973607112760934, 0.10940077983026751, 50, 24.678730013189007, 93.66666666666666, 'Low Risk'),
(143253, 65, 12, '21:46.1', 36.00160514467236, 95.51199489188522, 113, 76, 57, 'Male', 70.49080454399102, 1.6873536046294648, 0.10712454379515629, 37, 24.758268027181888, 88.33333333333333, 'Low Risk'),
(143254, 61, 12, '20:46.1', 36.77838689236697, 96.36588092772826, 136, 76, 33, 'Female', 80.10138099216812, 1.5661172085252166, 0.060632805011893935, 60, 32.658142551106764, 96, 'High Risk'),
(143255, 95, 15, '19:46.1', 36.171643608442416, 97.90333895480916, 111, 80, 87, 'Male', 82.95790885031553, 1.7307545421292825, 0.1173963177028694, 31, 27.694073216457433, 90.33333333333333, 'High Risk'),
(143256, 62, 12, '18:46.1', 36.44058125180081, 97.02399507012868, 114, 79, 68, 'Male', 83.56891963, 1.5645312499066604, 0.13074677822914885, 35, 34.14100517086524, 90.66666666666667, 'High Risk'),
(143257, 91, 14, '17:46.1', 36.58834416982084, 99.29458278773795, 122, 89, 48, 'Male', 63.74000406744898, 1.8625580294311295, 0.14670727127388988, 33, 18.373524044185665, 100, 'High Risk'),
(143258, 77, 18, '16:46.1', 36.96278432014551, 96.81810650976551, 133, 78, 64, 'Female', 86.18297539402607, 1.8167280856993606, 0.14672559827411036, 55, 26.112089355360265, 96.33333333333333, 'Low Risk'),
(143259, 84, 15, '15:46.1', 37.01960333, 99.51854653510831, 133, 77, 32, 'Female', 50.21916616067535, 1.859394224, 0.11436233597079111, 56, 14.525347877653754, 95.66666666666666, 'High Risk'),
(143260, 86, 13, '14:46.1', 36.41602845485667, 99.42445647052695, 117, 79, 88, 'Male', 59.264086397176534, 1.7958691500308732, 0.1447249804119452, 38, 18.37562898643186, 91.66666666666667, 'High Risk'),
(143261, 69, 15, '13:46.1', 37.413817730908455, 98.31924951963089, 127, 76, 41, 'Female', 75.3545007, 1.7828527833536476, 0.065287332, 51, 23.707088983578377, 93, 'Low Risk'),
(143262, 77, 13, '12:46.1', 36.53524858784474, 98.91120326479222, 125, 80, 59, 'Male', 98.87697498987083, 1.7034902322448802, 0.12855977861729972, 45, 34.07343171991253, 95, 'High Risk'),
(143263, 74, 19, '11:46.1', 36.91807331639725, 97.87554643893961, 120, 86, 76, 'Female', 61.69294508576035, 1.720654954842274, 0.14704600163195847, 34, 20.8376109, 97.33333333333333, 'Low Risk'),
(143264, 99, 17, '10:46.1', 36.69326411515827, 97.26320532452253, 121, 74, 48, 'Male', 65.76946554207734, 1.8529321619486514, 0.13398655721175198, 47, 19.15601963619775, 89.66666666666667, 'High Risk'),
(143265, 71, 12, '09:46.1', 36.614002736301764, 99.22012100861343, 117, 85, 19, 'Female', 55.91046205000731, 1.5468504671931564, 0.13757347156769179, 32, 23.366647966166482, 95.66666666666667, 'Low Risk'),
(143266, 61, 13, '08:46.1', 36.22056068, 96.24267679409822, 129, 84, 49, 'Female', 62.50364242198199, 1.5010739346216553, 0.1374115266426199, 45, 27.73966164, 99, 'Low Risk'),
(143267, 85, 14, '07:46.1', 36.80466571900491, 95.62709954779888, 126, 75, 21, 'Female', 92.29173058485486, 1.5056026822108013, 0.098720981, 51, 40.71383667120693, 92, 'High Risk'),
(143268, 90, 18, '06:46.1', 37.104060749032705, 99.69153628931547, 134, 81, 48, 'Male', 96.37441843585323, 1.839756136207385, 0.11992070446564503, 53, 28.47352593891657, 98.66666666666666, 'Low Risk'),
(143269, 95, 19, '05:46.1', 36.17795633853824, 98.19560624471828, 138, 87, 54, 'Male', 74.45288078, 1.9531609824319163, 0.09315477, 51, 19.516656860415097, 104, 'High Risk'),
(143270, 92, 13, '04:46.1', 36.46141225467985, 97.51453743452652, 124, 86, 77, 'Female', 88.09200250026949, 1.9364824109535435, 0.054389531, 38, 23.49142538300472, 98.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(143272, 85, 17, '02:46.1', 36.29534569131008, 99.30759585512257, 123, 75, 36, 'Male', 80.97686388, 1.8694379696024797, 0.1249651712605708, 48, 23.170682944909135, 91, 'Low Risk'),
(143273, 60, 12, '01:46.1', 36.89712122178315, 99.86908044730866, 113, 71, 86, 'Female', 97.20710134, 1.812633505854902, 0.10293353162139102, 42, 29.58543682194574, 85, 'Low Risk'),
(143274, 84, 16, '00:46.1', 36.70107395425093, 96.08634519514229, 118, 77, 22, 'Male', 78.22476316693309, 1.8791486344887043, 0.10060362594783977, 41, 22.152461553678414, 90.66666666666667, 'Low Risk'),
(143275, 89, 15, '59:46.1', 36.485270823513844, 98.00813151, 135, 78, 20, 'Male', 84.80059250780931, 1.7977763284651442, 0.11544504940471242, 57, 26.237809302523573, 97, 'Low Risk'),
(143276, 67, 14, '58:46.1', 36.23139859277183, 95.40984632964631, 110, 83, 52, 'Female', 96.11490402943133, 1.8807327841920394, 0.078631499, 27, 27.17293478535387, 92, 'Low Risk'),
(143277, 87, 18, '57:46.1', 37.442332311998676, 99.74641004527369, 113, 84, 81, 'Male', 81.18557673637683, 1.752747824370391, 0.13581853006559094, 29, 26.42652184791665, 93.66666666666667, 'Low Risk'),
(143278, 66, 17, '56:46.1', 36.86084946745243, 97.35147869312641, 127, 85, 33, 'Female', 78.02405591040576, 1.6601235624862603, 0.14597232969432394, 42, 28.31051013560186, 99, 'Low Risk'),
(143279, 72, 14, '55:46.1', 37.35000561836167, 97.37360368021108, 124, 77, 39, 'Female', 61.730273935763634, 1.5227750339351105, 0.096795608, 47, 26.621143619038037, 92.66666666666667, 'Low Risk'),
(143280, 95, 12, '54:46.1', 37.38683959789286, 95.97936736093348, 139, 80, 48, 'Female', 56.98145276064003, 1.6150600448886092, 0.13355921736986326, 59, 21.845207339610656, 99.66666666666666, 'High Risk'),
(143281, 98, 17, '53:46.1', 36.181833300295786, 96.11451428197533, 129, 77, 83, 'Male', 58.98571838617172, 1.8187850853300849, 0.12085145132088379, 52, 17.83134507761416, 94.33333333333333, 'High Risk'),
(143282, 91, 18, '52:46.1', 36.10805844965654, 98.67325225131938, 119, 80, 86, 'Male', 89.20330756, 1.5866009798508105, 0.055749257, 39, 35.43606760155052, 93, 'High Risk'),
(143283, 77, 17, '51:46.1', 37.44890549021921, 95.89269531940678, 116, 77, 82, 'Male', 64.91547956390983, 1.7396394878927826, 0.1489384044734885, 39, 21.450121454349727, 90, 'Low Risk'),
(143284, 64, 17, '50:46.1', 36.04150513281728, 99.41884086, 125, 84, 36, 'Female', 96.44251163835689, 1.8191518349248277, 0.051213195, 41, 29.142755618663646, 97.66666666666667, 'Low Risk'),
(143285, 69, 17, '49:46.1', 36.97304486050266, 99.10138601581089, 131, 85, 32, 'Male', 55.32074434536802, 1.7295025337937882, 0.05307339, 46, 18.494628398722178, 100.33333333333333, 'High Risk'),
(143286, 70, 13, '48:46.1', 36.66604995722636, 95.41029145693126, 125, 77, 50, 'Male', 77.01707308167397, 1.6985997028223054, 0.13478965849226476, 48, 26.69346318207792, 93, 'Low Risk'),
(143287, 61, 16, '47:46.1', 36.54967235163026, 99.29747685850272, 130, 70, 54, 'Male', 85.22296341617167, 1.6130019216279499, 0.11135822807160745, 60, 32.755698279843735, 90, 'High Risk'),
(143288, 90, 13, '46:46.1', 37.37597899582333, 97.17850558722765, 133, 77, 47, 'Female', 57.29692769979303, 1.694352059283292, 0.08164886, 56, 19.958322031617985, 95.66666666666666, 'Low Risk'),
(143289, 86, 12, '45:46.1', 36.83046677440974, 97.29485012431824, 128, 88, 38, 'Female', 62.492022341725075, 1.759174756468269, 0.054086504, 40, 20.19326806247721, 101.33333333333333, 'Low Risk'),
(143290, 96, 15, '44:46.1', 36.64127188521789, 98.57930581961959, 136, 79, 22, 'Male', 99.68729713, 1.961420518663527, 0.12882197124285302, 57, 25.911848304150755, 98, 'High Risk'),
(143291, 79, 12, '43:46.1', 36.307542394848866, 96.90980340924544, 125, 73, 83, 'Male', 65.95794622875269, 1.5860697596869655, 0.12552756504300483, 52, 26.21938825, 90.33333333333333, 'Low Risk'),
(143292, 99, 18, '42:46.1', 36.95419186610417, 96.51665549853738, 121, 81, 59, 'Male', 95.16887334692132, 1.6726342101688787, 0.11467605308350175, 40, 34.01676249233728, 94.33333333333333, 'High Risk'),
(143293, 71, 14, '41:46.1', 37.30458674390264, 95.88474104130744, 126, 85, 48, 'Male', 90.22060889583571, 1.9638694512016732, 0.072886466, 41, 23.39270934287763, 98.66666666666667, 'Low Risk'),
(143294, 79, 19, '40:46.1', 36.88384929252183, 99.46115702757722, 119, 75, 76, 'Male', 93.85089524320742, 1.6014734444069678, 0.1348850433706733, 44, 36.59307759, 89.66666666666667, 'High Risk'),
(143295, 62, 16, '39:46.1', 37.329311531871674, 99.65759462578218, 113, 81, 45, 'Male', 58.66056897572428, 1.8563119429652493, 0.068737553, 32, 17.023323547361553, 91.66666666666667, 'High Risk'),
(143296, 61, 18, '38:46.1', 36.23991063893488, 99.58901947631585, 115, 76, 61, 'Male', 62.488993685594295, 1.9269289143610013, 0.12223262340407622, 39, 16.82953605469767, 89, 'High Risk'),
(143297, 82, 15, '37:46.1', 36.047379491335434, 96.21426148974312, 116, 80, 83, 'Male', 80.86855566866029, 1.9112932309871444, 0.095450984, 36, 22.137320011133045, 92, 'Low Risk'),
(143298, 78, 14, '36:46.1', 36.510761713907165, 96.55490396684536, 130, 75, 68, 'Male', 80.03672505946963, 1.736600170196788, 0.10587265260363979, 55, 26.53931024433138, 93.33333333333333, 'Low Risk'),
(143299, 82, 18, '35:46.1', 36.174780381156836, 98.37207995460062, 137, 88, 45, 'Female', 57.44214431378411, 1.5892294983321948, 0.14336925205222498, 49, 22.74350573257258, 104.33333333333333, 'Low Risk'),
(143300, 67, 12, '34:46.1', 36.49881283187809, 99.35593616709886, 118, 86, 49, 'Female', 89.77300743734935, 1.770500788021576, 0.056453768185641344, 32, 28.638714877364954, 96.66666666666667, 'Low Risk'),
(143301, 91, 16, '33:46.1', 37.26106843306774, 99.41562402708833, 134, 87, 58, 'Female', 89.74130237272809, 1.5756966930228544, 0.057170851, 47, 36.14490776629083, 102.66666666666667, 'High Risk'),
(143302, 74, 15, '32:46.1', 37.43332932209582, 96.79526717985321, 115, 81, 64, 'Male', 60.66036217207447, 1.6107615511559623, 0.084187352, 34, 23.379891426375327, 92.33333333333333, 'Low Risk'),
(143303, 70, 15, '31:46.1', 37.40321004663383, 95.89765998883775, 115, 86, 29, 'Male', 55.448996501605556, 1.568225097863361, 0.084912984, 29, 22.54638355091889, 95.66666666666667, 'Low Risk'),
(143304, 74, 15, '30:46.1', 36.29422052336435, 96.07193532, 120, 72, 19, 'Male', 88.08319596181134, 1.8452671900074908, 0.11963161769556636, 48, 25.868696429077705, 88, 'Low Risk'),
(143305, 85, 15, '29:46.1', 37.138859451867845, 97.16317713659127, 117, 79, 60, 'Female', 87.18211722247882, 1.5253257058263106, 0.13313498727285172, 38, 37.47159961578803, 91.66666666666667, 'High Risk'),
(143306, 85, 13, '28:46.1', 36.48366110936281, 95.88790946027403, 113, 84, 43, 'Female', 89.23635985930727, 1.5848619601756218, 0.083043871, 29, 35.52703492883369, 93.66666666666667, 'High Risk'),
(143307, 91, 13, '27:46.1', 37.18926715, 95.53311573, 135, 78, 18, 'Male', 98.44804083544679, 1.6892329032459568, 0.12541647388672716, 57, 34.50070849178805, 97, 'High Risk'),
(143308, 79, 13, '26:46.1', 36.798444863960825, 97.22152025564434, 111, 81, 26, 'Male', 95.62502928639611, 1.9967634674044525, 0.057350732, 30, 23.983818924830267, 91, 'Low Risk'),
(143309, 98, 13, '25:46.1', 36.03923467239873, 98.34860855838053, 139, 86, 57, 'Female', 62.80555254540943, 1.7620486398335693, 0.069165885, 53, 20.22843366485977, 103.66666666666666, 'High Risk'),
(143310, 65, 15, '24:46.1', 36.63309923532897, 99.61596234429781, 138, 80, 45, 'Male', 82.38107775125627, 1.594011987521841, 0.091360359, 58, 32.42233606871166, 99.33333333333333, 'High Risk'),
(143311, 74, 16, '23:46.1', 36.540457655787044, 96.23136046957276, 131, 77, 50, 'Female', 60.10894176481867, 1.8238694505193873, 0.07417021, 54, 18.069726702238626, 95, 'High Risk'),
(143312, 91, 19, '22:46.1', 36.439037252044834, 95.53379310071696, 126, 85, 76, 'Male', 99.14927453777204, 1.902569795204265, 0.13813683518086867, 41, 27.39102885875715, 98.66666666666667, 'High Risk'),
(143313, 90, 19, '21:46.1', 37.06844578414501, 98.75051582794266, 131, 76, 50, 'Female', 51.04184829623715, 1.5663844346508207, 0.10191889013288774, 55, 20.80317750354191, 94.33333333333333, 'Low Risk'),
(143314, 82, 13, '20:46.1', 36.95333184093114, 98.05286100515589, 124, 74, 63, 'Female', 84.27763847, 1.7854407467323554, 0.069723785, 50, 26.43756631422801, 90.66666666666666, 'Low Risk'),
(143315, 95, 17, '19:46.1', 37.00130867226869, 98.78281355034412, 129, 78, 58, 'Male', 82.11223634, 1.8308473874269267, 0.11266731372605028, 51, 24.496474798807828, 95, 'High Risk'),
(143316, 77, 15, '18:46.1', 36.533735491174845, 95.88540816107108, 124, 81, 75, 'Male', 92.46528261678563, 1.8011146640501323, 0.089793393, 43, 28.503354694081693, 95.33333333333333, 'Low Risk'),
(143317, 65, 15, '17:46.1', 37.182656222062576, 96.43222936, 133, 83, 78, 'Female', 52.02871029894499, 1.6601995376913723, 0.066904279, 50, 18.87654394510461, 99.66666666666666, 'Low Risk'),
(143318, 77, 15, '16:46.1', 37.31331820133752, 96.38991342333041, 133, 77, 37, 'Female', 84.2582672, 1.8294043307858339, 0.12539341959095396, 56, 25.1763703, 95.66666666666666, 'Low Risk'),
(143319, 72, 17, '15:46.1', 37.46129115588902, 96.01213090541954, 112, 71, 40, 'Female', 89.32981507674063, 1.9343305386263936, 0.14246568434719026, 41, 23.87454250528211, 84.66666666666667, 'Low Risk'),
(143320, 70, 16, '14:46.1', 36.00119309532948, 99.77299166212534, 124, 83, 26, 'Male', 90.13792926, 1.736643957284976, 0.11381419557928905, 41, 29.887252848096715, 96.66666666666667, 'Low Risk'),
(143321, 99, 17, '13:46.1', 36.67935558208364, 99.08354303087333, 110, 79, 83, 'Female', 86.91927523572559, 1.705942312318919, 0.091402514, 31, 29.866712001996564, 89.33333333333333, 'High Risk'),
(143322, 89, 14, '12:46.1', 36.10233896861378, 98.14431274182722, 126, 89, 79, 'Male', 82.51919349395186, 1.6339206642133615, 0.053485069, 37, 30.909575740212755, 101.33333333333333, 'High Risk'),
(143323, 94, 16, '11:46.1', 36.35455136997715, 97.07086685387853, 122, 73, 57, 'Female', 78.90303827304615, 1.6188782680780482, 0.14945114323173503, 49, 30.1068515, 89.33333333333333, 'High Risk'),
(143324, 90, 12, '10:46.1', 36.66986759406223, 99.74772868050717, 120, 88, 61, 'Female', 55.50247735565774, 1.656547880745441, 0.1264766014279766, 32, 20.22573822, 98.66666666666667, 'Low Risk'),
(143325, 95, 19, '09:46.1', 36.160091175765594, 96.13964443310968, 119, 88, 84, 'Female', 88.44313779300762, 1.8942404052502912, 0.067290867, 31, 24.64869607350884, 98.33333333333333, 'High Risk'),
(143326, 73, 12, '08:46.1', 37.304208018086115, 97.93531641, 138, 83, 81, 'Male', 92.89732575804707, 1.725911543350954, 0.082766825, 55, 31.186464653595433, 101.33333333333333, 'High Risk'),
(143327, 69, 12, '07:46.1', 37.33437541056096, 95.80794030026168, 120, 76, 64, 'Female', 66.30021548, 1.9318360244374644, 0.1487231550314984, 44, 17.76537662964781, 90.66666666666667, 'High Risk'),
(143328, 71, 18, '06:46.1', 36.257735087924544, 96.54829056169609, 124, 81, 24, 'Female', 67.54047162628301, 1.9362974278070177, 0.08523778, 43, 18.014406224771143, 95.33333333333333, 'High Risk'),
(143329, 86, 15, '05:46.1', 36.59304264367418, 95.68208685448498, 117, 78, 50, 'Male', 58.50065450021772, 1.7188254153295681, 0.1158699922507461, 39, 19.80145902769385, 91, 'Low Risk'),
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(143506, 90, 16, '08:46.1', 36.61921361535482, 97.81999097, 116, 86, 27, 'Female', 76.03917834074753, 1.6300008203442806, 0.10304126962492363, 30, 28.619482029059316, 96, 'Low Risk'),
(143507, 70, 14, '07:46.1', 36.41415171995876, 99.22663660997368, 139, 82, 25, 'Male', 92.34825317681928, 1.747736866814726, 0.14169738229400014, 57, 30.232676027867885, 101, 'High Risk'),
(143508, 93, 12, '06:46.1', 36.40627071997873, 95.46858862, 114, 82, 86, 'Female', 95.88838396594925, 1.890978319756155, 0.0519217, 32, 26.815932274365448, 92.66666666666667, 'High Risk'),
(143509, 73, 12, '05:46.1', 36.45619205441346, 97.18279954142105, 135, 79, 80, 'Female', 91.66740913683853, 1.778087131, 0.13079766863943731, 56, 28.994049730668085, 97.66666666666666, 'Low Risk'),
(143510, 90, 17, '04:46.1', 36.75219393397037, 97.77859705, 110, 79, 77, 'Male', 56.380347058719025, 1.6333606874391369, 0.13222678288608355, 31, 21.133116530924326, 89.33333333333333, 'Low Risk'),
(143511, 91, 15, '03:46.1', 37.473457966379044, 95.66338673287925, 117, 75, 35, 'Female', 69.00101098412074, 1.9243825272583595, 0.058114497, 42, 18.632564956993892, 89, 'High Risk'),
(143512, 91, 15, '02:46.1', 37.193010729362605, 97.23143555716612, 130, 72, 26, 'Male', 96.98628076573762, 1.5899883846321454, 0.073083548, 58, 38.36386923056984, 91.33333333333333, 'High Risk'),
(143513, 85, 19, '01:46.1', 36.10473589177003, 96.48415969930117, 126, 71, 80, 'Female', 87.89727634388427, 1.7089853083879585, 0.11163281247269335, 55, 30.095305718478812, 89.33333333333333, 'High Risk'),
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(143515, 94, 15, '59:46.1', 36.559304936175735, 96.63629587155734, 120, 80, 68, 'Female', 64.03089650545759, 1.9163096213070039, 0.1020093158200943, 40, 17.43645616461287, 93.33333333333333, 'High Risk'),
(143516, 98, 15, '58:46.1', 37.31797986, 98.72763071462177, 125, 83, 69, 'Female', 55.51895598678474, 1.7377772124019106, 0.10393577993824168, 42, 18.384553840485026, 97, 'High Risk'),
(143517, 68, 14, '57:46.1', 36.40278343742592, 99.55782635, 117, 79, 89, 'Male', 77.70476568, 1.940463349770774, 0.095092497, 38, 20.636534420657163, 91.66666666666667, 'Low Risk'),
(143518, 62, 14, '56:46.1', 36.11346575960975, 98.21964605873971, 113, 88, 42, 'Female', 92.09523699343302, 1.7092944864173196, 0.11922905256768832, 25, 31.52124672456808, 96.33333333333333, 'High Risk'),
(143519, 88, 13, '55:46.1', 37.47711432930344, 96.31580402759533, 111, 77, 59, 'Male', 84.02166681264028, 1.5595601719740646, 0.068746473, 34, 34.54514512230428, 88.33333333333333, 'High Risk'),
(143520, 88, 17, '54:46.1', 37.334813934435076, 97.50284968, 124, 70, 82, 'Male', 81.27952835, 1.584247803, 0.098587133, 54, 32.38433233777888, 88, 'High Risk'),
(143521, 90, 16, '53:46.1', 36.18984248967261, 98.76399530122266, 126, 72, 85, 'Male', 77.10038275976135, 1.6649820490315896, 0.061994339, 54, 27.81233316, 90, 'Low Risk'),
(143522, 93, 17, '52:46.1', 36.997574897484256, 96.09544942860258, 114, 84, 53, 'Female', 95.63991846881629, 1.9586639399324666, 0.097859461, 30, 24.92983141306868, 94, 'High Risk'),
(143523, 72, 15, '51:46.1', 37.19636669418462, 96.58222259286099, 133, 79, 29, 'Female', 86.17131409041106, 1.5453879270862774, 0.1290186269245039, 54, 36.08175768958175, 97, 'High Risk'),
(143524, 97, 19, '50:46.1', 37.056993953340275, 96.41310684134751, 139, 77, 28, 'Male', 85.57409550138473, 1.7898042135242775, 0.051353524, 62, 26.713529042844453, 97.66666666666666, 'High Risk'),
(143525, 91, 14, '49:46.1', 36.954390911604364, 96.24493820951542, 126, 89, 36, 'Female', 93.76165455021172, 1.9667288447681281, 0.12323000258650786, 37, 24.240204966307452, 101.33333333333333, 'High Risk'),
(143526, 64, 16, '48:46.1', 37.303616021275054, 97.70916516563338, 131, 70, 25, 'Female', 71.12868667314078, 1.9763443209105458, 0.082192368, 61, 18.210403535225396, 90.33333333333333, 'High Risk'),
(143527, 77, 15, '47:46.1', 37.04676915000244, 98.48529694592877, 126, 79, 78, 'Female', 90.23737542272642, 1.5711641927178073, 0.1149901957266403, 47, 36.55470719517837, 94.66666666666667, 'High Risk'),
(143528, 69, 16, '46:46.1', 36.78271956383809, 96.6881087, 119, 78, 86, 'Female', 71.75558611, 1.5465000828162576, 0.057941394757160786, 41, 30.00238784636685, 91.66666666666667, 'High Risk'),
(143529, 65, 16, '45:46.1', 36.01385610688329, 95.53723494, 120, 83, 57, 'Female', 92.58071482188848, 1.754570870331448, 0.060198585, 37, 30.073134730004558, 95.33333333333333, 'High Risk'),
(143530, 64, 14, '44:46.1', 36.19780053528065, 99.77820110312585, 125, 76, 24, 'Female', 75.05724445726237, 1.6228789419718153, 0.070799598, 49, 28.498392678285093, 92.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(143532, 75, 18, '42:46.1', 37.037433783867144, 95.08852277, 120, 77, 29, 'Male', 55.178906496787846, 1.5380568783456066, 0.10152797081919707, 43, 23.325356875246985, 91.33333333333333, 'Low Risk'),
(143533, 80, 16, '41:46.1', 37.410586667091145, 97.51390919607476, 120, 86, 18, 'Male', 57.12016708185348, 1.7859905046898756, 0.1404489734278823, 34, 17.907344058386233, 97.33333333333333, 'High Risk'),
(143534, 86, 13, '40:46.1', 37.24049478270848, 97.38648785248431, 116, 82, 22, 'Female', 97.32429529285903, 1.771333236302066, 0.073950384, 34, 31.01849516877683, 93.33333333333333, 'High Risk'),
(143535, 90, 17, '39:46.1', 36.960046018433935, 98.62034496558867, 132, 82, 37, 'Male', 52.107604006981106, 1.7596272817692271, 0.12574564747777361, 50, 16.82905502765824, 98.66666666666666, 'High Risk'),
(143536, 98, 12, '38:46.1', 36.800003160189874, 96.70251568, 125, 89, 67, 'Male', 83.99460063156153, 1.7749717731941235, 0.13495052804427637, 36, 26.66051089263316, 101, 'High Risk'),
(143537, 68, 14, '37:46.1', 37.42317925500127, 99.94288664, 117, 74, 81, 'Male', 87.63614368784769, 1.8252552605278414, 0.085754114, 43, 26.30486281, 88.33333333333333, 'Low Risk'),
(143538, 95, 19, '36:46.1', 36.03482660594036, 99.64129869487748, 125, 70, 59, 'Male', 96.11021830963374, 1.5392482532666223, 0.14830601335229607, 55, 40.56506954529227, 88.33333333333333, 'High Risk'),
(143539, 94, 16, '35:46.1', 36.49547862475962, 95.51509889034593, 130, 81, 19, 'Male', 79.87680260947081, 1.759467480263897, 0.12288831416164972, 49, 25.802285927745586, 97.33333333333333, 'High Risk'),
(143540, 65, 15, '34:46.1', 36.793566514824356, 95.13995351309963, 133, 89, 67, 'Female', 74.07655408, 1.7591504838424281, 0.14899391166782044, 44, 23.937279304086772, 103.66666666666667, 'Low Risk'),
(143541, 80, 13, '33:46.1', 36.141757453532655, 99.01676661169593, 122, 82, 59, 'Male', 54.29983080919724, 1.8176274027394261, 0.11147934168707171, 40, 16.435720730683997, 95.33333333333333, 'High Risk'),
(143542, 90, 14, '32:46.1', 36.173463738706396, 96.07949567904717, 136, 89, 50, 'Female', 82.80319971745057, 1.6005235149580783, 0.12182958434269779, 47, 32.32384390937379, 104.66666666666667, 'High Risk'),
(143543, 65, 16, '31:46.1', 36.59027918484837, 97.63454423350713, 124, 84, 20, 'Female', 82.16732730995491, 1.6076979406360292, 0.054759304233526054, 40, 31.78997964318623, 97.33333333333333, 'High Risk'),
(143544, 88, 13, '30:46.1', 36.27500105435914, 99.10517824286309, 128, 88, 26, 'Male', 60.508541612430626, 1.6057226192215674, 0.13354380842557872, 40, 23.46797599406413, 101.33333333333333, 'Low Risk'),
(143545, 81, 18, '29:46.1', 36.66237861088111, 98.99694257411876, 132, 78, 75, 'Male', 64.54938728, 1.6681187120650283, 0.1332197744693987, 54, 23.197341500953584, 96, 'Low Risk'),
(143546, 93, 19, '28:46.1', 36.529286470357654, 99.22864917717594, 136, 89, 24, 'Male', 66.82851344, 1.5237706254730463, 0.075128216, 47, 28.782108513634153, 104.66666666666667, 'High Risk'),
(143547, 98, 16, '27:46.1', 36.38707752, 95.77248447652377, 124, 70, 86, 'Male', 60.53837335572861, 1.8571037298084987, 0.1270134195194024, 54, 17.55328575817189, 88, 'High Risk'),
(143548, 72, 14, '26:46.1', 36.505181081734264, 95.40604008939279, 136, 74, 31, 'Male', 57.95277743976721, 1.8480423778283168, 0.072058341, 62, 16.968771556253447, 94.66666666666666, 'High Risk'),
(143549, 84, 16, '25:46.1', 37.451064172856654, 98.22104948723374, 135, 82, 28, 'Female', 59.79045840568039, 1.7920176869995137, 0.11806882623855597, 53, 18.618611911760173, 99.66666666666666, 'Low Risk'),
(143550, 64, 12, '24:46.1', 37.26189056268948, 97.58328758631549, 125, 88, 64, 'Female', 67.65028821359942, 1.9335745284654116, 0.062800641, 37, 18.094551313697202, 100.33333333333333, 'High Risk'),
(143551, 78, 12, '23:46.1', 36.15889681771826, 95.36408780123078, 125, 76, 76, 'Female', 85.08729836681485, 1.6199079559652225, 0.070734722, 49, 32.425304089678534, 92.33333333333333, 'High Risk'),
(143552, 78, 17, '22:46.1', 36.64616626436772, 98.40051912929037, 138, 79, 75, 'Female', 98.92692380641688, 1.6151122316322488, 0.11395565533356901, 59, 37.92355940477998, 98.66666666666666, 'High Risk'),
(143553, 85, 16, '21:46.1', 37.21799803926658, 95.11372843776864, 134, 72, 76, 'Female', 91.28041500726599, 1.8090475827153185, 0.065344805, 62, 27.891869575357852, 92.66666666666666, 'Low Risk'),
(143554, 89, 18, '20:46.1', 36.55050634250197, 96.82437645299763, 119, 73, 53, 'Male', 90.37436169470759, 1.5901982516761377, 0.075751393, 46, 35.739024946539026, 88.33333333333333, 'High Risk'),
(143555, 80, 15, '19:46.1', 36.87128644138648, 96.82619212282816, 133, 88, 64, 'Female', 53.17297320098224, 1.8694144299537325, 0.052570828892194346, 45, 15.215273504886238, 103, 'High Risk'),
(143556, 69, 19, '18:46.1', 36.59411853236951, 98.40181241536494, 126, 88, 84, 'Male', 65.14167175534789, 1.8706788187694268, 0.089333503, 38, 18.614888624167506, 100.66666666666667, 'Low Risk'),
(143557, 75, 19, '17:46.1', 36.58484812957329, 99.08159279, 132, 75, 77, 'Male', 50.48830816060813, 1.7477655571155453, 0.1115318245629926, 57, 16.528158344559973, 94, 'High Risk'),
(143558, 66, 15, '16:46.1', 37.37613884221447, 99.42554793922449, 124, 86, 27, 'Male', 62.738695963123334, 1.8522959972918493, 0.14427102989448548, 38, 18.285831396877583, 98.66666666666667, 'High Risk'),
(143559, 63, 16, '15:46.1', 36.121923851173705, 98.04351433494469, 115, 88, 62, 'Male', 57.923124210309616, 1.6599693680121224, 0.14334718190040208, 27, 21.020925381352058, 97, 'Low Risk'),
(143560, 85, 15, '14:46.1', 37.34623341658236, 98.11324200695243, 113, 80, 43, 'Female', 67.53042323669355, 1.9856789964679153, 0.062658951, 33, 17.127003538157993, 91, 'High Risk'),
(143561, 70, 16, '13:46.1', 36.752233124362604, 96.80768637906743, 114, 85, 88, 'Female', 92.82463346353342, 1.693399266529146, 0.070305883, 29, 32.37013482951103, 94.66666666666667, 'High Risk'),
(143562, 71, 19, '12:46.1', 36.48605128, 97.70104963753671, 130, 80, 87, 'Male', 90.82854347, 1.5996413550000823, 0.059960733, 50, 35.495811005138705, 96.66666666666666, 'High Risk'),
(143563, 82, 17, '11:46.1', 36.82638592537993, 97.03306998292723, 133, 75, 45, 'Female', 69.45704679169997, 1.5285667011262423, 0.078728141, 58, 29.726756436336498, 94.33333333333333, 'Low Risk'),
(143564, 75, 18, '10:46.1', 37.052894675672654, 99.35618198313932, 139, 78, 42, 'Male', 60.87135045744994, 1.5171493922433297, 0.055353762, 61, 26.445771548402135, 98.33333333333333, 'Low Risk'),
(143565, 63, 15, '09:46.1', 37.29226858, 97.99887247, 117, 75, 87, 'Male', 67.66772389994006, 1.7075726029304361, 0.10646376231197345, 42, 23.207224968232538, 89, 'Low Risk'),
(143566, 92, 19, '08:46.1', 37.309614454046475, 97.81072423365931, 132, 77, 22, 'Male', 57.193930201612716, 1.9418117515426974, 0.074678543, 55, 15.168257437313075, 95.33333333333333, 'High Risk'),
(143567, 71, 18, '07:46.1', 36.42253732941046, 99.65785461924733, 125, 87, 19, 'Male', 86.15026459656609, 1.8356172604766383, 0.099499602, 38, 25.567740521517386, 99.66666666666667, 'Low Risk'),
(143568, 67, 19, '06:46.1', 37.15365805488947, 97.95207796088627, 118, 74, 18, 'Female', 87.76349687650219, 1.8810120447247256, 0.11272499558450334, 44, 24.804516505704814, 88.66666666666667, 'Low Risk'),
(143569, 63, 16, '05:46.1', 37.27330923418463, 97.82346875104645, 117, 81, 48, 'Female', 58.07167935905339, 1.7998353934874443, 0.1065306390193253, 36, 17.92663638928338, 93, 'High Risk'),
(143570, 84, 12, '04:46.1', 37.16859641011433, 95.49949917059995, 114, 89, 74, 'Female', 69.41464606966032, 1.9368835699194766, 0.14816661592142205, 25, 18.50308241795155, 97.33333333333333, 'Low Risk'),
(143571, 68, 16, '03:46.1', 36.879110435993525, 95.98220732, 123, 70, 48, 'Male', 79.00319964000414, 1.6667797029060336, 0.096652809, 53, 28.437294405815052, 87.66666666666666, 'Low Risk'),
(143572, 75, 16, '02:46.1', 36.85774548594893, 99.97453510585322, 134, 86, 35, 'Male', 97.45255274127598, 1.7372468433450359, 0.14128751347236762, 48, 32.29015705561273, 102, 'High Risk'),
(143573, 92, 16, '01:46.1', 37.10573024508064, 96.35859569, 136, 80, 55, 'Male', 96.96807054739955, 1.5477831658988384, 0.1466299817983669, 56, 40.47701861313906, 98.66666666666666, 'High Risk'),
(143574, 80, 17, '00:46.1', 37.137062898632806, 95.55480586, 121, 76, 34, 'Male', 53.06699564608729, 1.6288696293647134, 0.14475572157862593, 45, 20.00100642257597, 91, 'Low Risk'),
(143575, 65, 18, '59:46.1', 36.99299761, 95.37148688841052, 139, 89, 81, 'Female', 99.81176979974462, 1.8728161193948845, 0.11851049514863267, 50, 28.45715496849079, 105.66666666666666, 'Low Risk'),
(143576, 66, 14, '58:46.1', 36.766420318411676, 96.64795597542346, 126, 78, 35, 'Female', 59.493927431922884, 1.8227410386732188, 0.11748613231711139, 48, 17.90699432152708, 94, 'High Risk'),
(143577, 80, 13, '57:46.1', 36.736733070179014, 97.18271415430247, 134, 71, 18, 'Female', 50.80393083806152, 1.9544762467453225, 0.12759287642423833, 63, 13.299537020858217, 92, 'High Risk'),
(143578, 61, 12, '56:46.1', 36.01220632654327, 96.61741352, 127, 71, 66, 'Male', 60.18015953779234, 1.5980053243340375, 0.063925255, 56, 23.566597841491905, 89.66666666666666, 'Low Risk'),
(143579, 65, 16, '55:46.1', 37.231134585662176, 96.90355572073393, 125, 87, 34, 'Male', 53.77273887546326, 1.9389500978900216, 0.13464568547592443, 38, 14.30305779951803, 99.66666666666667, 'High Risk'),
(143580, 73, 15, '54:46.1', 36.60394723113747, 99.55325300769529, 120, 80, 61, 'Female', 73.41313264438534, 1.6207142317318577, 0.07009192, 40, 27.94865192403898, 93.33333333333333, 'Low Risk'),
(143581, 96, 15, '53:46.1', 37.17383347298586, 97.93879514955299, 137, 80, 82, 'Female', 57.10796460780011, 1.6296183214295983, 0.1364166828493077, 57, 21.504278915361127, 99, 'High Risk'),
(143582, 72, 17, '52:46.1', 36.962887112959244, 99.15533313, 139, 83, 74, 'Male', 80.17999452441524, 1.7871942523517657, 0.093868437, 56, 25.102819544585714, 101.66666666666666, 'Low Risk'),
(143583, 81, 15, '51:46.1', 36.22250182, 96.51843456, 125, 85, 71, 'Female', 50.49482791213589, 1.9867894475681642, 0.13055615546285296, 40, 12.792140098621358, 98.33333333333333, 'High Risk'),
(143584, 60, 15, '50:46.1', 36.74096270340753, 99.13268739, 126, 74, 27, 'Male', 73.38746898797478, 1.9506392341570011, 0.072114159, 52, 19.28714740132952, 91.33333333333333, 'Low Risk'),
(143585, 93, 17, '49:46.1', 36.28595087233896, 96.90751537953034, 138, 83, 70, 'Female', 62.140685205312586, 1.8024615078006239, 0.075597914, 55, 19.12687588890401, 101.33333333333333, 'High Risk'),
(143586, 79, 18, '48:46.1', 36.485145229920136, 99.47760619511143, 111, 80, 50, 'Male', 76.30487406611017, 1.6977852222805534, 0.12293165810906079, 31, 26.472001679206773, 90.33333333333333, 'Low Risk'),
(143587, 60, 12, '47:46.1', 37.311083078515274, 95.82366401, 122, 81, 52, 'Female', 69.14928252889524, 1.7485626517611972, 0.093590525, 41, 22.616494049473506, 94.66666666666667, 'Low Risk'),
(143588, 65, 18, '46:46.1', 37.44893628844555, 99.50978675238042, 134, 74, 45, 'Male', 53.581244536015014, 1.7180907063924304, 0.14830037266777096, 60, 18.15183852634302, 94, 'High Risk'),
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(143764, 75, 18, '50:46.1', 37.377615297693396, 97.15255717624946, 117, 73, 26, 'Male', 72.73144080870757, 1.6709768966058602, 0.071310733, 44, 26.048414887223394, 87.66666666666667, 'Low Risk'),
(143765, 97, 15, '49:46.1', 36.9473036, 98.45900298360438, 139, 76, 37, 'Male', 67.10811124229124, 1.6682145943859128, 0.078316442, 63, 24.11410697313401, 97, 'High Risk'),
(143766, 88, 19, '48:46.1', 36.78536380053995, 97.53547794134414, 122, 86, 38, 'Female', 86.95857343393567, 1.6598659864654632, 0.11432281294420117, 36, 31.562133708582376, 98, 'High Risk'),
(143767, 83, 12, '47:46.1', 37.355297371954975, 96.33805674042125, 116, 89, 32, 'Female', 64.56449386770728, 1.8681571290453096, 0.11677673980423625, 27, 18.499796355904667, 98, 'High Risk'),
(143768, 68, 14, '46:46.1', 37.06169717136558, 98.80464231707737, 121, 71, 26, 'Female', 91.21920621, 1.5190553243712586, 0.12056939829379032, 50, 39.53111883375944, 87.66666666666666, 'High Risk'),
(143769, 74, 17, '45:46.1', 36.81089843989742, 96.55274992977189, 118, 76, 38, 'Male', 92.36737156173268, 1.8412827719006768, 0.079413538, 42, 27.244422463980786, 90, 'Low Risk'),
(143770, 85, 14, '44:46.1', 37.13199768316061, 98.42484528938564, 126, 89, 74, 'Female', 67.49363289971251, 1.7541682083762113, 0.10803066387162044, 37, 21.934125972392266, 101.33333333333333, 'Low Risk'),
(143771, 72, 14, '43:46.1', 37.15345743490005, 98.41941345180132, 111, 82, 33, 'Female', 76.70196726214674, 1.8793630284590606, 0.051588567, 29, 21.71626561494856, 91.66666666666667, 'Low Risk'),
(143772, 86, 16, '42:46.1', 36.68170097227259, 96.34166341341208, 129, 82, 44, 'Male', 67.96622941631041, 1.7810779524324036, 0.066359839, 47, 21.425320232834295, 97.66666666666667, 'Low Risk'),
(143773, 61, 13, '41:46.1', 37.323049123784806, 95.47548460628316, 130, 83, 19, 'Male', 88.30606011444354, 1.772295459300915, 0.086919091, 47, 28.113716365938515, 98.66666666666667, 'Low Risk'),
(143774, 72, 16, '40:46.1', 36.53826939179449, 96.55640706494408, 115, 83, 39, 'Female', 81.98120855483944, 1.6888882684254216, 0.098782139, 32, 28.74170174903926, 93.66666666666667, 'Low Risk'),
(143775, 77, 13, '39:46.1', 36.67233889266508, 96.86068031789648, 135, 79, 53, 'Male', 74.89516042183524, 1.740791318786985, 0.060155729681154825, 56, 24.714983843859322, 97.66666666666666, 'Low Risk'),
(143776, 92, 19, '38:46.1', 36.412393408739156, 98.54600108336432, 136, 89, 50, 'Female', 54.85478673946511, 1.8823366585279648, 0.051760874, 47, 15.481745736054478, 104.66666666666667, 'High Risk'),
(143777, 74, 17, '37:46.1', 37.082562870541274, 96.75092425917383, 131, 76, 63, 'Male', 57.17191274096976, 1.8138520839694439, 0.11820840153099342, 55, 17.377167428866947, 94.33333333333333, 'High Risk'),
(143778, 69, 15, '36:46.1', 36.439581555210395, 96.22460377045512, 117, 78, 63, 'Female', 58.640970906974715, 1.6043674023355214, 0.080372228, 39, 22.782086343009126, 91, 'Low Risk'),
(143779, 81, 17, '35:46.1', 36.12455996103612, 96.19524593095302, 115, 72, 64, 'Female', 98.50757007, 1.7283298671884009, 0.11263566557990258, 43, 32.97739423888552, 86.33333333333333, 'High Risk'),
(143780, 81, 18, '34:46.1', 36.971649598718344, 97.23835661490092, 111, 88, 80, 'Female', 58.26231415006407, 1.6660685821051624, 0.074204359, 23, 20.989494582321164, 95.66666666666667, 'Low Risk'),
(143781, 79, 17, '33:46.1', 37.24398877, 99.67273650092201, 115, 75, 58, 'Male', 73.85466677967007, 1.766396887, 0.060580810048287304, 40, 23.670169153893166, 88.33333333333333, 'Low Risk'),
(143782, 80, 19, '32:46.1', 36.839074356373445, 99.06308535861447, 112, 79, 76, 'Male', 80.97936142619646, 1.7570063624353764, 0.10907210064290683, 33, 26.231775053021643, 90, 'Low Risk'),
(143783, 75, 12, '31:46.1', 36.94865127, 99.65073566790429, 139, 76, 25, 'Male', 62.25339158340676, 1.5584499777183662, 0.1309302635759872, 63, 25.63169240954541, 97, 'Low Risk'),
(143784, 86, 19, '30:46.1', 37.45969314909154, 96.93391320747916, 125, 76, 65, 'Male', 63.62782101367022, 1.9202689978872685, 0.1095152153892637, 49, 17.25531571564311, 92.33333333333333, 'High Risk'),
(143785, 83, 14, '29:46.1', 36.63436289848452, 96.63887340961037, 133, 78, 29, 'Female', 53.98772104933884, 1.7434797828968631, 0.14961076267019663, 55, 17.760744380462942, 96.33333333333333, 'High Risk'),
(143786, 94, 12, '28:46.1', 36.11399762511731, 99.02782070169366, 135, 74, 21, 'Female', 51.60285215858482, 1.8642897397067186, 0.1297552685364869, 61, 14.847279613687176, 94.33333333333333, 'High Risk'),
(143787, 82, 17, '27:46.1', 37.180520734122986, 98.12184838730467, 116, 79, 23, 'Female', 84.93412783178488, 1.884979305731249, 0.14862298025122622, 37, 23.903916228997378, 91.33333333333333, 'Low Risk'),
(143788, 94, 17, '26:46.1', 36.676507247176005, 98.29337762652537, 114, 77, 54, 'Female', 52.496014571140705, 1.5950669307034968, 0.14845056108785154, 37, 20.63329137349427, 89.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(143790, 95, 18, '24:46.1', 36.53982193601642, 98.89315877706045, 123, 76, 55, 'Male', 86.03447730163603, 1.5801662233233598, 0.13819658011868088, 47, 34.45616796441183, 91.66666666666667, 'High Risk'),
(143791, 73, 19, '23:46.1', 36.92651709, 96.43774907618666, 127, 78, 68, 'Male', 78.49791429849296, 1.6192602835707333, 0.075434654, 49, 29.938138275804775, 94.33333333333333, 'Low Risk'),
(143792, 80, 13, '22:46.1', 36.10130684088407, 99.39358358542086, 137, 79, 74, 'Female', 81.52310856270039, 1.8566419061471875, 0.095568904, 58, 23.64963454918691, 98.33333333333333, 'Low Risk'),
(143793, 69, 16, '21:46.1', 36.170253050962465, 97.19381412090841, 122, 85, 65, 'Male', 65.58946216, 1.5312998275618224, 0.098001742, 37, 27.971361267076666, 97.33333333333333, 'Low Risk'),
(143794, 82, 16, '20:46.1', 36.20497197594211, 97.98027386159542, 118, 78, 30, 'Male', 93.77755511691133, 1.7846081483201621, 0.075279808, 40, 29.445108762694257, 91.33333333333333, 'Low Risk'),
(143795, 88, 17, '19:46.1', 37.39116252580443, 95.979937, 139, 74, 32, 'Male', 63.93489877334565, 1.955852176578693, 0.13814414367465813, 65, 16.713443075185403, 95.66666666666666, 'High Risk'),
(143796, 60, 13, '18:46.1', 37.47849178923188, 97.97954730625054, 119, 80, 48, 'Female', 87.85937200089697, 1.5705946754516276, 0.13405969575875482, 39, 35.617206408124154, 93, 'High Risk'),
(143797, 61, 19, '17:46.1', 37.355620307317935, 96.80148705958143, 120, 86, 67, 'Female', 66.50056617150211, 1.9013196493374245, 0.11564910128195582, 34, 18.39564711428139, 97.33333333333333, 'High Risk'),
(143798, 73, 12, '16:46.1', 37.04406736219865, 96.61335171809726, 125, 70, 30, 'Female', 89.04957424347978, 1.7402327126368642, 0.11391152696350705, 55, 29.404729662270174, 88.33333333333333, 'Low Risk'),
(143799, 64, 16, '15:46.1', 36.21949894292402, 97.02181207460987, 117, 76, 24, 'Male', 74.49274986680041, 1.5306509175824485, 0.1019471623099135, 41, 31.79520972641368, 89.66666666666667, 'High Risk'),
(143800, 98, 18, '14:46.1', 36.406062200776645, 99.76537132858307, 118, 82, 69, 'Male', 84.21357912, 1.8601220153807276, 0.058489560582104375, 36, 24.338805480855928, 94, 'High Risk'),
(143801, 96, 15, '13:46.1', 36.89187552, 96.34966066205178, 129, 72, 69, 'Female', 68.56797007419966, 1.708091687347519, 0.10588135442384947, 57, 23.501681389309944, 91, 'High Risk'),
(143802, 84, 13, '12:46.1', 36.250034866870706, 95.14258683405787, 131, 70, 87, 'Female', 82.17222535977339, 1.7310691783299492, 0.073441587, 61, 27.421815272098588, 90.33333333333333, 'Low Risk'),
(143803, 60, 16, '11:46.1', 36.03890944, 99.48465205485714, 117, 76, 62, 'Male', 83.56374275279236, 1.8719583487495388, 0.12243946722197736, 41, 23.846548037125768, 89.66666666666667, 'Low Risk'),
(143804, 79, 14, '10:46.1', 36.638683247262755, 96.13909329399138, 114, 84, 84, 'Female', 60.17249040515368, 1.8067618608295033, 0.078663458, 30, 18.433005706144225, 94, 'High Risk'),
(143805, 93, 15, '09:46.1', 36.38901271193702, 95.34155563363285, 117, 77, 28, 'Male', 64.52400161249682, 1.801287301235841, 0.08096586, 40, 19.886360989026066, 90.33333333333333, 'High Risk'),
(143806, 68, 19, '08:46.1', 36.35045243064199, 97.14322812719347, 118, 87, 53, 'Female', 96.62728806017486, 1.847796001713706, 0.13108273236674212, 31, 28.30034596640402, 97.33333333333333, 'Low Risk'),
(143807, 69, 15, '07:46.1', 36.34654041177524, 97.79527000015403, 116, 74, 40, 'Female', 97.65331505929774, 1.518322120110989, 0.06300254, 42, 42.36031222805449, 88, 'High Risk'),
(143808, 64, 19, '06:46.1', 37.384255432835104, 95.01967435085122, 110, 87, 83, 'Female', 87.98182218504607, 1.6708398619413294, 0.073722148, 23, 31.51543432349543, 94.66666666666667, 'High Risk'),
(143809, 92, 14, '05:46.1', 37.13261423139746, 99.85384662244529, 124, 70, 76, 'Female', 54.26425666165543, 1.5607244919991201, 0.077380913, 54, 22.27723913636298, 88, 'High Risk'),
(143810, 61, 19, '04:46.1', 37.46190039961773, 95.70543146982166, 113, 88, 40, 'Female', 84.66281900585672, 1.668771811149692, 0.14507775839542808, 25, 30.401766207009963, 96.33333333333333, 'High Risk'),
(143811, 60, 17, '03:46.1', 36.451189744881034, 99.81606912929269, 111, 82, 80, 'Male', 89.95396684067097, 1.5778437106927772, 0.095578349, 29, 36.132029299957004, 91.66666666666667, 'High Risk'),
(143812, 62, 18, '02:46.1', 36.66477996, 97.59856916510276, 117, 72, 61, 'Female', 97.56104687186746, 1.6312004909213467, 0.068284502, 45, 36.66585063118876, 87, 'High Risk'),
(143813, 90, 19, '01:46.1', 36.107594774629995, 96.54361476998308, 126, 73, 40, 'Female', 68.95202101, 1.5804238312549161, 0.14185467410471075, 53, 27.60576968928872, 90.66666666666666, 'Low Risk'),
(143814, 98, 15, '00:46.1', 36.69632444, 98.31315279243994, 134, 71, 20, 'Female', 82.64313269440169, 1.7081209855712756, 0.14832154430522387, 63, 28.324973654965785, 92, 'High Risk'),
(143815, 93, 13, '59:46.1', 36.09919390466624, 95.11705003704495, 126, 80, 52, 'Female', 90.13413077741136, 1.9153083153488089, 0.11458360709690521, 46, 24.570380754406372, 95.33333333333333, 'High Risk'),
(143816, 93, 15, '58:46.1', 36.73804773, 98.65395670530097, 111, 85, 81, 'Male', 97.30250288187524, 1.6072928024107336, 0.09577065, 26, 37.66465656799192, 93.66666666666667, 'High Risk'),
(143817, 76, 17, '57:46.1', 36.655105633194076, 95.57770313967553, 111, 89, 19, 'Female', 54.93222569956381, 1.5661754829266834, 0.11554156143319988, 22, 22.394756948416127, 96.33333333333333, 'Low Risk'),
(143818, 81, 12, '56:46.1', 36.051595247107514, 97.12751577410144, 120, 83, 77, 'Female', 71.92723467509077, 1.613175716441035, 0.063816093, 37, 27.63948916, 95.33333333333333, 'Low Risk'),
(143819, 94, 18, '55:46.1', 36.12984897247203, 96.39459497352397, 124, 88, 60, 'Female', 69.99315251511266, 1.8379032334511411, 0.10234864350833683, 36, 20.720979023412976, 100, 'High Risk'),
(143820, 66, 17, '54:46.1', 36.58239878121181, 97.34225504828022, 139, 89, 36, 'Female', 63.11633780867206, 1.7021455798877376, 0.11263164808637342, 50, 21.784539766071788, 105.66666666666666, 'Low Risk'),
(143821, 85, 13, '53:46.1', 36.37772109642733, 96.54836047925612, 137, 80, 71, 'Female', 91.98375207219401, 1.5139531034639266, 0.094180357, 57, 40.13158158260633, 99, 'High Risk'),
(143822, 74, 12, '52:46.1', 36.067106580582816, 98.19761899, 116, 70, 85, 'Male', 50.081938081957276, 1.5885685119952022, 0.12057371578617211, 46, 19.845828187733414, 85.33333333333333, 'Low Risk'),
(143823, 95, 13, '51:46.1', 37.444654634135006, 95.19877134304379, 134, 73, 89, 'Female', 92.84150913005199, 1.5202750546675248, 0.056050289706030945, 61, 40.16963192649026, 93.33333333333333, 'High Risk'),
(143824, 87, 16, '50:46.1', 36.13718899, 99.14223102147689, 122, 78, 34, 'Male', 76.38764335737177, 1.8833888015349411, 0.12150160973734998, 44, 21.53491411918736, 92.66666666666667, 'Low Risk'),
(143825, 91, 14, '49:46.1', 36.458587996002784, 96.80430807, 124, 72, 66, 'Female', 75.42166632027366, 1.5174648793169225, 0.1448725450556628, 52, 32.753583818036105, 89.33333333333333, 'High Risk'),
(143826, 75, 18, '48:46.1', 36.44934158117156, 95.54737016633861, 116, 80, 65, 'Male', 54.252745189967385, 1.8340855803751919, 0.10494754683200164, 36, 16.12807467068122, 92, 'High Risk'),
(143827, 84, 14, '47:46.1', 36.234219527816315, 96.06317180892422, 122, 79, 38, 'Female', 56.21133115371504, 1.8270306448096518, 0.11307791251096279, 43, 16.839616871029236, 93.33333333333333, 'High Risk'),
(143828, 73, 12, '46:46.1', 36.71088948619218, 98.23429751346389, 120, 83, 33, 'Female', 67.29553987238128, 1.9131048112183553, 0.10901824422722373, 37, 18.386910146372973, 95.33333333333333, 'High Risk'),
(143829, 74, 18, '45:46.1', 37.433034981124855, 99.14712467103088, 135, 88, 42, 'Male', 51.377828037885564, 1.8695660469944833, 0.073306109, 47, 14.69921412184203, 103.66666666666667, 'High Risk'),
(143830, 94, 15, '44:46.1', 36.83700787086261, 97.66642642280169, 139, 88, 77, 'Female', 93.96575101, 1.7230112508631505, 0.12517515775852767, 51, 31.651431930359827, 105, 'High Risk'),
(143831, 88, 12, '43:46.1', 36.427359139710376, 98.63041411816114, 112, 77, 79, 'Female', 53.281909488024134, 1.9251027366500744, 0.062710503, 35, 14.37712198764741, 88.66666666666667, 'High Risk'),
(143832, 87, 17, '42:46.1', 36.96500107020637, 98.34367846152978, 135, 71, 67, 'Female', 76.38944496998411, 1.9992001121192482, 0.1471514501688584, 64, 19.112646159361713, 92.33333333333333, 'Low Risk'),
(143833, 73, 13, '41:46.1', 36.30952241009618, 98.45420823411551, 112, 75, 88, 'Male', 77.61333416952218, 1.699965831709021, 0.1145629663114458, 37, 26.85690455, 87.33333333333333, 'Low Risk'),
(143834, 60, 19, '40:46.1', 36.492950933827764, 96.73895118617227, 113, 78, 59, 'Male', 68.29087136689583, 1.5633348132413354, 0.089215471, 35, 27.942075125347568, 89.66666666666667, 'Low Risk'),
(143835, 91, 14, '39:46.1', 36.716774421935405, 99.69037073461469, 123, 74, 21, 'Female', 87.69302029248273, 1.6386093595071638, 0.069788142, 49, 32.65984850009415, 90.33333333333333, 'High Risk'),
(143836, 77, 18, '38:46.1', 36.341840256325256, 96.96544194, 125, 73, 82, 'Female', 78.24749704591144, 1.5637492913454742, 0.11071444056148944, 52, 31.998984983463945, 90.33333333333333, 'High Risk'),
(143837, 64, 13, '37:46.1', 37.331255860453155, 96.4912827, 125, 87, 59, 'Female', 62.38709600820542, 1.5912426091084324, 0.056133954654270096, 38, 24.63893725643537, 99.66666666666667, 'Low Risk'),
(143838, 68, 14, '36:46.1', 37.14139288039955, 96.62575645958896, 134, 77, 64, 'Female', 86.72316648177463, 1.9276563964859754, 0.10114433124172473, 57, 23.33865795575768, 96, 'Low Risk'),
(143839, 78, 13, '35:46.1', 36.58857522492463, 97.16628452869965, 114, 74, 51, 'Male', 83.94441770266754, 1.8460298998918974, 0.10431280319432054, 40, 24.632832798378196, 87.33333333333333, 'Low Risk'),
(143840, 65, 15, '34:46.1', 36.12290610688724, 96.99574977236252, 139, 70, 37, 'Female', 60.455975137091045, 1.9231012937544083, 0.070433738, 69, 16.346881354487817, 93, 'High Risk'),
(143841, 92, 16, '33:46.1', 36.43195817635763, 96.18056631154519, 110, 89, 79, 'Male', 92.72834610644509, 1.9043021560348588, 0.10861089516661547, 21, 25.57059275572597, 96, 'High Risk'),
(143842, 94, 17, '32:46.1', 36.922177652441775, 96.74341452194324, 137, 79, 39, 'Female', 78.40355712030993, 1.9948896923725954, 0.050612008, 58, 19.70144107770227, 98.33333333333333, 'High Risk'),
(143843, 73, 19, '31:46.1', 36.49436263, 97.44705426758232, 112, 73, 76, 'Female', 82.75445687, 1.6362780740660567, 0.10686393476688472, 39, 30.908446033974496, 86, 'High Risk'),
(143844, 93, 19, '30:46.1', 36.88456321037538, 97.83238427078037, 112, 72, 35, 'Male', 69.95965369808721, 1.9898531286090857, 0.058664696412678796, 40, 17.668741078915044, 85.33333333333333, 'High Risk'),
(143845, 91, 12, '29:46.1', 36.67997997605579, 98.84834532539084, 133, 73, 53, 'Male', 89.46548116901943, 1.8645684488798118, 0.1179146505541785, 60, 25.733498902785886, 93, 'High Risk'),
(143846, 62, 15, '28:46.1', 36.390054012850094, 99.95864406788907, 124, 84, 39, 'Female', 53.07389305302346, 1.6115768202711684, 0.1133393648406665, 40, 20.435201320904277, 97.33333333333333, 'Low Risk'),
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(144022, 74, 18, '32:46.1', 36.76510938479497, 97.83861502574005, 128, 76, 40, 'Female', 89.71893388209494, 1.9077639408492195, 0.13375917796670567, 52, 24.65101651506643, 93.33333333333333, 'Low Risk'),
(144023, 77, 13, '31:46.1', 36.55105445, 97.18768072785991, 117, 86, 68, 'Male', 72.28030877990346, 1.633434822254679, 0.10541943493921196, 31, 27.09046, 96.33333333333333, 'Low Risk'),
(144024, 86, 13, '30:46.1', 36.775708528197335, 95.61897975276818, 116, 87, 31, 'Male', 83.99102484335947, 1.8048586227048222, 0.084260323, 29, 25.783775031116434, 96.66666666666667, 'Low Risk'),
(144025, 61, 17, '29:46.1', 36.30946097, 96.84880257392774, 118, 76, 27, 'Male', 50.05468435, 1.5009959181316777, 0.060745943253116635, 42, 22.217014812658284, 90, 'Low Risk'),
(144026, 86, 12, '28:46.1', 36.468814897070864, 99.95291812221998, 128, 88, 82, 'Female', 95.44265795426686, 1.7270746829828174, 0.089949789, 40, 31.99781252063064, 101.33333333333333, 'High Risk'),
(144027, 91, 16, '27:46.1', 37.375046700977904, 95.47493610383255, 121, 76, 74, 'Female', 66.88504191783795, 1.7559429426482343, 0.1311546490687776, 45, 21.692429955055406, 91, 'High Risk'),
(144028, 90, 12, '26:46.1', 37.13009339743461, 95.34189606750313, 124, 77, 79, 'Male', 51.58650718691599, 1.6089987467079694, 0.1096449946480995, 47, 19.92621041722639, 92.66666666666667, 'Low Risk'),
(144029, 61, 12, '25:46.1', 36.043425113593074, 97.90095365683828, 112, 77, 34, 'Female', 80.60526514085954, 1.5276888883978588, 0.050462292849408334, 35, 34.53771259863685, 88.66666666666667, 'High Risk'),
(144030, 84, 17, '24:46.1', 37.20619596834516, 95.56433676926228, 117, 89, 87, 'Female', 57.39611289911454, 1.891242268995141, 0.1177098174402607, 28, 16.046789282030307, 98.33333333333333, 'High Risk'),
(144031, 86, 17, '23:46.1', 37.36473263033422, 97.58795891491532, 135, 82, 44, 'Male', 61.72308532856016, 1.869060190836995, 0.071823376, 53, 17.66855577427378, 99.66666666666666, 'High Risk'),
(144032, 98, 13, '22:46.1', 36.78714041884021, 97.80596290928136, 133, 89, 78, 'Male', 55.30759508298085, 1.8009606546584407, 0.10175575288980092, 44, 17.05203929346951, 103.66666666666667, 'High Risk'),
(144033, 74, 16, '21:46.1', 36.068495176613276, 98.78368476675172, 120, 78, 82, 'Male', 96.78573709894036, 1.942836650794551, 0.064926655, 42, 25.641226002393342, 92, 'Low Risk'),
(144034, 92, 13, '20:46.1', 37.21206605093823, 99.48840664639584, 118, 86, 61, 'Female', 50.004058774633094, 1.8856623410547952, 0.11910462952171155, 32, 14.062981369963254, 96.66666666666667, 'High Risk'),
(144035, 85, 12, '19:46.1', 37.306900307041595, 95.23414260974374, 135, 72, 33, 'Female', 50.0236623, 1.9508177769793402, 0.089863778, 63, 13.144439592982412, 93, 'High Risk'),
(144036, 86, 18, '18:46.1', 37.281949819438886, 97.46897607510387, 127, 72, 55, 'Female', 98.40230581914179, 1.917291371939534, 0.064128246, 55, 26.76880841158694, 90.33333333333333, 'Low Risk'),
(144037, 78, 14, '17:46.1', 36.34942659, 95.38800997055449, 130, 89, 87, 'Female', 87.30666028351985, 1.7193244489824075, 0.14398557927258923, 41, 29.534641098018213, 102.66666666666667, 'Low Risk'),
(144038, 69, 15, '16:46.1', 36.24657014790919, 98.70811818224331, 112, 84, 51, 'Female', 60.83524790441433, 1.7893150788592371, 0.053073073, 28, 19.001226657843976, 93.33333333333333, 'Low Risk'),
(144039, 86, 12, '15:46.1', 36.27356876805536, 95.98293333963167, 116, 76, 88, 'Male', 56.991112935683454, 1.8650669410778227, 0.091391252, 40, 16.383937770913096, 89.33333333333333, 'High Risk'),
(144040, 78, 14, '14:46.1', 36.129049662944766, 99.41130145165789, 132, 77, 29, 'Female', 73.19567695525902, 1.6970559158731273, 0.10508596572205063, 55, 25.415176361496677, 95.33333333333333, 'Low Risk'),
(144041, 72, 12, '13:46.1', 36.10113770562503, 97.29522529204463, 120, 81, 62, 'Female', 88.23233090014625, 1.7027489215538552, 0.11908997378568867, 39, 30.43172177392436, 94, 'High Risk'),
(144042, 65, 17, '12:46.1', 37.38825808, 99.78189090044474, 124, 72, 26, 'Female', 78.65275066971552, 1.6235246761532651, 0.1439390554077949, 52, 29.839815097199036, 89.33333333333333, 'Low Risk'),
(144043, 92, 17, '11:46.1', 36.659592550343696, 96.81275556, 136, 88, 89, 'Female', 90.43946094359897, 1.7000791331861729, 0.067164784, 48, 31.291017927554403, 104, 'High Risk'),
(144044, 77, 13, '10:46.1', 36.16427361445589, 99.60091123, 134, 82, 57, 'Female', 91.92340882612382, 1.7598329708872933, 0.072205349, 52, 29.681320669950953, 99.33333333333333, 'Low Risk'),
(144045, 65, 19, '09:46.1', 36.87334100646319, 96.10554381257239, 139, 75, 76, 'Male', 87.48733658263055, 1.9275597204097583, 0.12177030017464693, 64, 23.546670712900738, 96.33333333333333, 'Low Risk'),
(144046, 71, 14, '08:46.1', 36.317355139066905, 99.53566730598469, 115, 87, 73, 'Female', 63.49166324894285, 1.8048981823755574, 0.073116044, 28, 19.48997531138509, 96.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(144048, 97, 16, '06:46.1', 37.49779550136615, 98.76288497980505, 122, 88, 83, 'Male', 57.61552934, 1.9906970810041904, 0.081999636, 34, 14.538821249554648, 99.33333333333333, 'High Risk'),
(144049, 86, 15, '05:46.1', 36.621559030795794, 98.6503379, 123, 89, 71, 'Female', 80.23140780537265, 1.7970478222176618, 0.1105785779027663, 34, 24.84420726526851, 100.33333333333333, 'Low Risk'),
(144050, 90, 14, '04:46.1', 36.74367738, 95.09824876921438, 134, 83, 40, 'Female', 57.55644668, 1.9775475625871763, 0.078499539, 51, 14.717705182427114, 100, 'High Risk'),
(144051, 78, 12, '03:46.1', 37.07494857184761, 97.11340814047817, 111, 73, 59, 'Male', 73.41840117696802, 1.8785459025766347, 0.12778824166373515, 38, 20.80469242140152, 85.66666666666667, 'Low Risk'),
(144052, 80, 12, '02:46.1', 36.896527892488315, 98.23376341, 139, 84, 70, 'Female', 56.99751355488274, 1.8362449003890635, 0.050726188, 55, 16.904203222739277, 102.33333333333333, 'High Risk'),
(144053, 71, 17, '01:46.1', 36.41043940882638, 96.60031337794244, 127, 80, 59, 'Male', 56.46853186689826, 1.9739116830759948, 0.085187632, 47, 14.492758705016277, 95.66666666666667, 'High Risk'),
(144054, 70, 18, '00:46.1', 36.43111210590301, 95.70374416828847, 110, 72, 39, 'Female', 70.97682029126264, 1.722642706101913, 0.08735322, 38, 23.918069314021377, 84.66666666666667, 'Low Risk'),
(144055, 67, 12, '59:46.1', 36.268091455994806, 99.22573832892294, 123, 74, 58, 'Female', 54.92128691290595, 1.7583924783112639, 0.10079260790920722, 49, 17.762703657767677, 90.33333333333333, 'High Risk'),
(144056, 73, 12, '58:46.1', 36.33877690413503, 99.70716198787454, 132, 73, 84, 'Male', 68.48024688174777, 1.9836051756376811, 0.12394362590193643, 59, 17.40423151732034, 92.66666666666666, 'High Risk'),
(144057, 80, 15, '57:46.1', 37.48794215562133, 98.14949765966567, 130, 75, 36, 'Male', 94.62694760805573, 1.5366934770829277, 0.077353052, 55, 40.07193697667402, 93.33333333333333, 'High Risk'),
(144058, 94, 14, '56:46.1', 36.250220840596356, 97.07769442571673, 118, 89, 41, 'Male', 77.41789735906123, 1.733336906231504, 0.14212314499712225, 29, 25.76768505143378, 98.66666666666667, 'High Risk'),
(144059, 81, 14, '55:46.1', 37.318494822471806, 95.23914151245663, 125, 72, 59, 'Male', 76.36207766178569, 1.9324719293633437, 0.065989716, 53, 20.44802408, 89.66666666666666, 'Low Risk'),
(144060, 98, 13, '54:46.1', 37.24919823420986, 97.96304516550964, 120, 74, 71, 'Male', 78.05235397084314, 1.9617264891146289, 0.079364485, 46, 20.281921275325626, 89.33333333333333, 'High Risk'),
(144061, 79, 13, '53:46.1', 36.76326994064211, 97.05362921922912, 124, 77, 78, 'Female', 95.05206049200059, 1.7381091196915173, 0.11277944721320039, 47, 31.46353095517658, 92.66666666666667, 'High Risk'),
(144062, 93, 14, '52:46.1', 36.61159066399007, 97.31493476, 129, 70, 88, 'Female', 62.27547999622446, 1.5702808376172421, 0.10739325346246568, 59, 25.255875132032966, 89.66666666666666, 'High Risk'),
(144063, 88, 13, '51:46.1', 36.221933836043505, 95.66499246130296, 135, 82, 68, 'Female', 51.54418152280659, 1.8694650264678492, 0.10626134194979428, 53, 14.748401704049853, 99.66666666666666, 'High Risk'),
(144064, 72, 13, '50:46.1', 37.09422416268788, 95.78294456540041, 134, 87, 21, 'Male', 56.389023488018815, 1.9251053372177294, 0.086867784, 47, 15.215477202483914, 102.66666666666667, 'High Risk'),
(144065, 85, 14, '49:46.1', 37.04661694604028, 99.95631490451676, 113, 73, 55, 'Female', 94.25622554, 1.9042559301928583, 0.10255961244157266, 40, 25.993179813791695, 86.33333333333333, 'Low Risk'),
(144066, 85, 19, '48:46.1', 37.05328425899953, 95.74197184827382, 139, 85, 41, 'Female', 87.78415062755886, 1.6077998710096733, 0.10804002678685692, 54, 33.95878414389369, 103, 'High Risk'),
(144067, 82, 13, '47:46.1', 37.400863667409766, 95.30297437039974, 117, 78, 36, 'Male', 90.40417535, 1.8942107425963577, 0.087071678, 39, 25.196017331902624, 91, 'Low Risk'),
(144068, 93, 16, '46:46.1', 37.063955548798084, 96.12146035016049, 114, 88, 22, 'Female', 73.34896433, 1.775591162208684, 0.061388874916157646, 26, 23.265266766670294, 96.66666666666667, 'High Risk'),
(144069, 90, 14, '45:46.1', 37.47041239710319, 96.63877918416384, 124, 78, 76, 'Female', 96.1340635, 1.8444090903528303, 0.092046168, 46, 28.259390577461875, 93.33333333333333, 'Low Risk'),
(144070, 73, 15, '44:46.1', 36.81968943410719, 97.07888333829753, 129, 74, 81, 'Male', 54.12610507843733, 1.5880588433324991, 0.082100058, 55, 21.46216825191118, 92.33333333333333, 'Low Risk'),
(144071, 68, 16, '43:46.1', 37.08299981284341, 98.39413743744686, 125, 75, 81, 'Male', 63.05566319273437, 1.8738771906986131, 0.12672726607700796, 50, 17.95733348491509, 91.66666666666666, 'High Risk'),
(144072, 86, 17, '42:46.1', 36.696751292374245, 96.82152747572175, 131, 83, 22, 'Male', 71.00524057223907, 1.951607392, 0.074507326, 48, 18.64255763613395, 99, 'Low Risk'),
(144073, 78, 17, '41:46.1', 36.95784219466641, 99.91267057802074, 132, 82, 57, 'Female', 50.66925014522036, 1.8077555986402605, 0.097933374, 50, 15.504759951204003, 98.66666666666666, 'High Risk'),
(144074, 81, 15, '40:46.1', 36.51642911832486, 99.74912637411084, 136, 78, 23, 'Female', 84.88815202, 1.8357960826987612, 0.079151853, 58, 25.188261977420595, 97.33333333333333, 'Low Risk'),
(144075, 83, 16, '39:46.1', 36.20700721665222, 98.36027564577925, 136, 78, 31, 'Female', 95.75901281674655, 1.5606694935910341, 0.12860987819249514, 58, 39.31495452476303, 97.33333333333333, 'High Risk'),
(144076, 66, 12, '38:46.1', 36.03335444581864, 96.38118991384226, 139, 76, 33, 'Female', 97.03682316921612, 1.8329672149410088, 0.084081785, 63, 28.881994156892752, 97, 'Low Risk'),
(144077, 71, 14, '37:46.1', 36.34690411336727, 99.99609938586731, 127, 89, 51, 'Female', 84.30158864313188, 1.7361150887715269, 0.063477861, 38, 27.96911571162252, 101.66666666666667, 'Low Risk'),
(144078, 99, 12, '36:46.1', 36.457487782571164, 95.26399413257326, 127, 86, 37, 'Female', 95.59305012502743, 1.9063088960372891, 0.091913737, 41, 26.305088659540065, 99.66666666666667, 'High Risk'),
(144079, 76, 16, '35:46.1', 37.00702364, 98.07539001944211, 124, 72, 36, 'Male', 72.20821067714905, 1.569370951844347, 0.12383745047753607, 52, 29.318069071602043, 89.33333333333333, 'Low Risk'),
(144080, 92, 16, '34:46.1', 36.06756493788349, 99.45546522, 125, 78, 19, 'Male', 96.97738798702406, 1.8449257723623262, 0.078103265, 47, 28.491327650121153, 93.66666666666667, 'High Risk'),
(144081, 60, 18, '33:46.1', 36.864414779099505, 96.16626735, 138, 80, 86, 'Female', 86.84794452698836, 1.5195977522117736, 0.067396425, 58, 37.60990698032919, 99.33333333333333, 'High Risk'),
(144082, 87, 18, '32:46.1', 37.30453614355162, 96.18022138086985, 137, 70, 51, 'Female', 66.36729587423233, 1.8429296592040751, 0.14722243973001742, 67, 19.540541920725946, 92.33333333333333, 'Low Risk'),
(144083, 90, 13, '31:46.1', 37.127377123384846, 97.96194273934874, 116, 88, 46, 'Female', 95.89467121695446, 1.905053760914077, 0.12395395522008866, 28, 26.42287087253044, 97.33333333333333, 'Low Risk'),
(144084, 90, 12, '30:46.1', 36.38834265627041, 96.02247083978892, 129, 87, 30, 'Female', 82.39779479753463, 1.8373558754345436, 0.07204377, 42, 24.407821802604794, 101, 'Low Risk'),
(144085, 72, 16, '29:46.1', 36.09386290078417, 97.80353343208793, 136, 83, 24, 'Male', 92.76816511, 1.6435338297364215, 0.068778025, 53, 34.34327211668662, 100.66666666666666, 'High Risk'),
(144086, 95, 18, '28:46.1', 36.408607874832846, 97.99064214048866, 129, 80, 77, 'Female', 98.26538985403012, 1.6283539466339814, 0.14143459754362858, 49, 37.059790448040864, 96.33333333333333, 'High Risk'),
(144087, 92, 17, '27:46.1', 37.34697906198133, 97.95078142768743, 125, 86, 72, 'Female', 57.77828688172529, 1.854746529927145, 0.09346952, 39, 16.795600133052684, 99, 'High Risk'),
(144088, 63, 18, '26:46.1', 37.45267596, 99.42394240849106, 135, 80, 36, 'Female', 87.97286948, 1.8607481819015745, 0.060146820469367736, 55, 25.408179637905178, 98.33333333333333, 'Low Risk'),
(144089, 64, 16, '25:46.1', 37.09688232299267, 97.28193083146525, 126, 80, 74, 'Male', 59.91347102691822, 1.5052235633792697, 0.076702853, 46, 26.44371477051244, 95.33333333333333, 'Low Risk'),
(144090, 83, 17, '24:46.1', 36.889212756704005, 97.45376711055066, 123, 87, 43, 'Female', 68.00118539338533, 1.7580079861019944, 0.14585603681574905, 36, 22.002640157876435, 99, 'Low Risk'),
(144091, 79, 19, '23:46.1', 36.56372689, 99.70762926526764, 139, 79, 38, 'Female', 57.67726767585617, 1.7299608772236263, 0.10543760641701926, 60, 19.272236435868038, 99, 'Low Risk'),
(144092, 99, 15, '22:46.1', 37.205546513705364, 99.96372014363855, 118, 80, 18, 'Female', 64.44481928202477, 1.8137596576775503, 0.12867543393215414, 38, 19.589733790726577, 92.66666666666667, 'High Risk'),
(144093, 65, 13, '21:46.1', 36.341154487841294, 96.23238790351793, 120, 89, 72, 'Male', 90.65977285391341, 1.8971987697479433, 0.068116794, 31, 25.187725862412147, 99.33333333333333, 'Low Risk'),
(144094, 63, 19, '20:46.1', 36.236284945871525, 98.71911456299136, 136, 72, 32, 'Male', 74.04214142379558, 1.9964059115282349, 0.1038562250733879, 64, 18.577243620326072, 93.33333333333333, 'Low Risk'),
(144095, 95, 19, '19:46.1', 36.261021028685924, 97.10879223085058, 124, 88, 48, 'Female', 97.06907431221342, 1.8554314967179795, 0.13991132593569644, 36, 28.19622962592814, 100, 'High Risk'),
(144096, 71, 13, '18:46.1', 36.32029174233809, 95.58115450272828, 116, 86, 20, 'Female', 97.94907162680184, 1.698778008428245, 0.062100432639062536, 30, 33.941189905489495, 96, 'High Risk'),
(144097, 78, 15, '17:46.1', 36.943635678572754, 96.75149367320465, 123, 80, 88, 'Male', 90.16183270209248, 1.8368604083896622, 0.079655985, 43, 26.72209009837955, 94.33333333333333, 'Low Risk'),
(144098, 75, 13, '16:46.1', 37.4324813, 95.60039640754123, 120, 86, 84, 'Male', 77.40978717, 1.6854465087637889, 0.12634116380132518, 34, 27.24996355517841, 97.33333333333333, 'Low Risk'),
(144099, 68, 19, '15:46.1', 36.048776416589845, 97.23552185116077, 117, 76, 52, 'Female', 88.38758424951428, 1.7531385673395523, 0.10554481167431733, 41, 28.75800642506019, 89.66666666666667, 'Low Risk'),
(144100, 93, 14, '14:46.1', 37.16310246539002, 99.76524282289505, 111, 83, 77, 'Female', 97.56006669, 1.944550616413638, 0.079842775, 28, 25.800824461189492, 92.33333333333333, 'High Risk'),
(144101, 83, 15, '13:46.1', 37.369339695039926, 96.12146741169974, 133, 76, 20, 'Female', 72.09315033662284, 1.6011058728364713, 0.13766146123951672, 57, 28.122498531631546, 95, 'Low Risk'),
(144102, 88, 12, '12:46.1', 36.10018355, 99.79693594566736, 119, 74, 89, 'Female', 93.42749547323155, 1.992808310231872, 0.14509002332449694, 45, 23.52575964278345, 89, 'Low Risk'),
(144103, 91, 12, '11:46.1', 36.635231435192296, 97.87234483531455, 139, 70, 88, 'Female', 93.56906218899564, 1.8516282107205546, 0.13705950210461976, 69, 27.291329877280766, 93, 'High Risk'),
(144104, 90, 13, '10:46.1', 37.327604446648884, 98.07865326588475, 122, 73, 52, 'Male', 77.13958174275501, 1.8289243735503535, 0.06068717, 49, 23.06140614504737, 89.33333333333333, 'Low Risk'),
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(144282, 81, 19, '12:46.1', 37.18005432913755, 97.02201780798217, 135, 71, 64, 'Male', 62.17179059, 1.7111600128300704, 0.073944543, 64, 21.23303764548517, 92.33333333333333, 'Low Risk'),
(144283, 86, 19, '11:46.1', 37.11569388391404, 96.84070081564737, 132, 84, 48, 'Male', 66.83662396685732, 1.8444477980134026, 0.054003363, 48, 19.64634509634227, 100, 'Low Risk'),
(144284, 94, 13, '10:46.1', 37.06464596251103, 99.47678124, 137, 83, 63, 'Female', 84.78477361394704, 1.6202753285299707, 0.058159217, 54, 32.295367176203996, 101, 'High Risk'),
(144285, 72, 18, '09:46.1', 36.605858427651455, 95.99988269796977, 126, 70, 69, 'Female', 72.79837557741129, 1.9446865343975477, 0.10985431327765927, 56, 19.249633911354838, 88.66666666666666, 'Low Risk'),
(144286, 69, 16, '08:46.1', 36.21826509540488, 97.92198904154968, 118, 71, 73, 'Female', 62.02144686098759, 1.872220033519329, 0.087420245, 47, 17.69408532843036, 86.66666666666667, 'High Risk'),
(144287, 67, 17, '07:46.1', 36.61691397246388, 99.54708404719021, 117, 76, 65, 'Female', 98.06981005305124, 1.9138206244412777, 0.10871112377613337, 41, 26.77520923, 89.66666666666667, 'Low Risk'),
(144288, 79, 15, '06:46.1', 36.45520309519233, 97.78401078748921, 130, 77, 87, 'Male', 93.03060535409017, 1.8655629530240962, 0.064696827, 53, 26.73043518, 94.66666666666666, 'Low Risk'),
(144289, 95, 16, '05:46.1', 36.70332272406266, 97.26324204986282, 136, 86, 33, 'Male', 80.1382679, 1.8926119940159036, 0.12766865930133314, 50, 22.372616351773768, 102.66666666666666, 'High Risk'),
(144290, 74, 12, '04:46.1', 36.41595115592079, 97.20016092613525, 126, 72, 81, 'Male', 77.42079654771241, 1.6598943710031209, 0.066512651, 54, 28.09937958, 90, 'Low Risk'),
(144291, 66, 14, '03:46.1', 36.83774221911002, 97.92899750187007, 123, 87, 56, 'Female', 95.45807833509079, 1.7327915272793435, 0.091425173, 36, 31.79216149449421, 99, 'High Risk'),
(144292, 65, 18, '02:46.1', 36.257505299551916, 95.15612514355318, 121, 89, 49, 'Female', 99.15466898264893, 1.590240815670789, 0.12960055485756913, 32, 39.20914544007173, 99.66666666666667, 'High Risk'),
(144293, 85, 13, '01:46.1', 36.31866646350378, 95.86744064735899, 126, 84, 54, 'Male', 66.82579338108613, 1.6448466607532017, 0.14363243712854393, 42, 24.699791577087385, 98, 'Low Risk'),
(144294, 71, 19, '00:46.1', 36.89785802464715, 96.09595953, 124, 79, 52, 'Male', 76.19379013526031, 1.7592919406814271, 0.14587435404140253, 45, 24.617488912275537, 94, 'Low Risk'),
(144295, 66, 12, '59:46.1', 36.478170883929074, 97.46935698984404, 111, 82, 59, 'Female', 54.43769466751591, 1.9133215502771352, 0.12645236513946284, 29, 14.870439319983069, 91.66666666666667, 'High Risk'),
(144296, 78, 14, '58:46.1', 36.61314519315854, 98.96817042, 127, 86, 21, 'Female', 74.17070941559457, 1.775781595818973, 0.1434825849853884, 41, 23.52086729329415, 99.66666666666667, 'Low Risk'),
(144297, 86, 18, '57:46.1', 36.20689886781115, 95.30229972506488, 120, 87, 50, 'Female', 76.23392587485831, 1.5871086835032018, 0.12635484684120646, 33, 30.264600809872057, 98, 'High Risk'),
(144298, 79, 12, '56:46.1', 37.28349747644617, 98.60512156111602, 122, 75, 87, 'Male', 82.79655061248005, 1.5973569493339945, 0.12908870618399407, 47, 32.4495212, 90.66666666666667, 'High Risk'),
(144299, 93, 16, '55:46.1', 36.76713937, 95.18268362599498, 137, 71, 77, 'Male', 99.88860791933104, 1.7516252729620823, 0.075133317, 66, 32.55618857017185, 93, 'High Risk'),
(144300, 71, 17, '54:46.1', 36.76750328, 98.37762871683576, 128, 86, 19, 'Female', 96.40390987395139, 1.8426597242452263, 0.12040796061272624, 42, 28.392547514267772, 100, 'Low Risk'),
(144301, 90, 19, '53:46.1', 36.85441018, 99.93346028889923, 131, 70, 45, 'Male', 63.43320052779231, 1.5115340632382581, 0.056160817, 61, 27.763917609492974, 90.33333333333333, 'Low Risk'),
(144302, 96, 13, '52:46.1', 37.195526915924646, 99.54149945582442, 137, 89, 47, 'Female', 93.90904383242413, 1.9634993626574202, 0.1312125107428273, 48, 24.358239110855987, 105, 'High Risk'),
(144303, 91, 12, '51:46.1', 36.143636880587934, 96.71702645703031, 122, 78, 65, 'Male', 90.95539533944174, 1.6152691157452814, 0.099618604, 44, 34.86090739299351, 92.66666666666667, 'High Risk'),
(144304, 77, 19, '50:46.1', 36.931111918674226, 95.25169311630488, 125, 83, 49, 'Male', 70.35035679742454, 1.781658952, 0.089913802, 42, 22.162418715306643, 97, 'Low Risk'),
(144305, 78, 18, '49:46.1', 36.845613225279514, 99.93447482110639, 112, 88, 69, 'Male', 85.6192598, 1.6488486911884774, 0.077454471, 24, 31.492697471005428, 96, 'High Risk'),
(144306, 72, 14, '48:46.1', 36.001533266854125, 98.18058982186109, 117, 88, 46, 'Male', 83.14858172540539, 1.963856715248666, 0.091098708, 29, 21.559329478102327, 97.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(144307, 63, 17, '47:46.1', 36.62706946021959, 98.70863617067894, 113, 83, 27, 'Female', 64.25792229467376, 1.9709545855791202, 0.12343516975260715, 30, 16.541444957557406, 93, 'High Risk'),
(144308, 67, 19, '46:46.1', 36.976668303853224, 98.78093618599084, 128, 85, 38, 'Female', 88.26307915589717, 1.9533094926124426, 0.076262892, 43, 23.13326606913954, 99.33333333333333, 'Low Risk'),
(144309, 77, 12, '45:46.1', 37.249986808645076, 95.33094728, 133, 85, 28, 'Male', 86.50030610195105, 1.5288986618460556, 0.10050847800383338, 48, 37.004985913837864, 101, 'High Risk'),
(144310, 96, 15, '44:46.1', 36.40728445313603, 98.72292760875843, 111, 71, 23, 'Female', 54.53799105, 1.7601560429298952, 0.061841831, 40, 17.60340959871693, 84.33333333333333, 'High Risk'),
(144311, 84, 13, '43:46.1', 37.22980252984575, 98.50743752502945, 112, 80, 57, 'Male', 72.36169014113744, 1.5868090772991494, 0.12711359908862235, 32, 28.738185893709133, 90.66666666666667, 'Low Risk'),
(144312, 85, 13, '42:46.1', 36.92423853883888, 99.33883411854862, 123, 87, 61, 'Female', 63.46847650789222, 1.7500379045840642, 0.061078130693928506, 36, 20.723502750362513, 99, 'Low Risk'),
(144313, 89, 15, '41:46.1', 36.823862510283725, 96.17341065922693, 118, 81, 29, 'Female', 86.37484675793482, 1.7031644866934141, 0.060210083, 37, 29.776531242570215, 93.33333333333333, 'Low Risk'),
(144314, 99, 17, '40:46.1', 37.33671817422213, 96.47350796837516, 138, 85, 45, 'Male', 58.08752721431779, 1.7622230313357403, 0.078253361, 53, 18.705147753024153, 102.66666666666666, 'High Risk'),
(144315, 91, 12, '39:46.1', 37.123653957330994, 97.47655371922569, 135, 78, 40, 'Female', 69.62804970117213, 1.964280634481045, 0.10903044676848299, 57, 18.045842415525925, 97, 'High Risk'),
(144316, 80, 12, '38:46.1', 36.647429893963796, 99.12389452024419, 129, 80, 51, 'Male', 69.31357953963641, 1.7751300559730958, 0.10830907606541533, 49, 21.996722335843245, 96.33333333333333, 'Low Risk'),
(144317, 88, 16, '37:46.1', 36.92304101501571, 97.01831561502877, 119, 70, 70, 'Female', 56.86380600508612, 1.9473023832238083, 0.063159261, 49, 14.995782535025295, 86.33333333333333, 'High Risk'),
(144318, 83, 13, '36:46.1', 36.67461990686156, 97.61760320002503, 134, 86, 30, 'Female', 59.49512145159935, 1.5863492961438126, 0.083254726, 48, 23.641972887217783, 102, 'Low Risk'),
(144319, 61, 19, '35:46.1', 36.35337501567536, 97.70156928, 126, 82, 26, 'Female', 96.95689565132864, 1.6632834581651246, 0.1339915512517157, 44, 35.04662205714349, 96.66666666666667, 'High Risk'),
(144320, 94, 17, '34:46.1', 36.24825800649359, 95.36579833106762, 114, 76, 46, 'Male', 76.63745032433579, 1.821355115874118, 0.086118607, 38, 23.102117465644024, 88.66666666666667, 'High Risk'),
(144321, 74, 12, '33:46.1', 37.04667945618618, 96.97620571015612, 128, 71, 81, 'Male', 50.417305183009184, 1.8054489664886124, 0.065763547, 57, 15.467110734669559, 90, 'High Risk'),
(144322, 75, 14, '32:46.1', 36.94149809179762, 97.97567974485145, 112, 74, 34, 'Female', 99.78821726573759, 1.5272188659955086, 0.14481335608006113, 38, 42.78353873129436, 86.66666666666667, 'High Risk'),
(144323, 92, 19, '31:46.1', 36.61309997745149, 98.2908013, 112, 80, 27, 'Male', 59.18655701, 1.7972547724798411, 0.13558993950613005, 32, 18.32330395523956, 90.66666666666667, 'High Risk'),
(144324, 97, 19, '30:46.1', 36.44355034073019, 97.15555224460036, 135, 70, 60, 'Male', 91.31228655519932, 1.532281462117865, 0.085246312, 65, 38.89126981482277, 91.66666666666666, 'High Risk'),
(144325, 85, 14, '29:46.1', 36.403117142423326, 98.90039298602319, 126, 80, 73, 'Female', 78.89426574, 1.8431267788973975, 0.12482512311378048, 46, 23.22389292610921, 95.33333333333333, 'Low Risk'),
(144326, 60, 14, '28:46.1', 37.154118519133426, 96.24937117, 112, 79, 57, 'Male', 59.11355233559237, 1.8185738747733462, 0.079915663, 33, 17.874140308448276, 90, 'High Risk'),
(144327, 92, 13, '27:46.1', 36.910133564427625, 97.6037485, 126, 77, 57, 'Female', 82.66032741200254, 1.7099218600388921, 0.10215686178847032, 49, 28.27122273631572, 93.33333333333333, 'High Risk'),
(144328, 71, 12, '26:46.1', 37.055544530830076, 97.84820060796625, 126, 76, 72, 'Female', 58.16375069574067, 1.5366072242309086, 0.1245620971197577, 50, 24.63353068082316, 92.66666666666666, 'Low Risk'),
(144329, 91, 13, '25:46.1', 36.481495212521956, 96.04829741955785, 120, 87, 35, 'Male', 65.25613840918881, 1.777031659202299, 0.127101888, 33, 20.664792087001565, 98, 'High Risk'),
(144330, 62, 13, '24:46.1', 36.06699836265547, 96.19606290877434, 139, 74, 51, 'Female', 95.11798390730361, 1.596353837692234, 0.096575576, 65, 37.32538664934465, 95.66666666666666, 'High Risk'),
(144331, 89, 12, '23:46.1', 36.85087623514271, 99.75059421006972, 136, 84, 85, 'Female', 77.94851723813133, 1.9761310548698734, 0.11141071795783211, 52, 19.960727786729098, 101.33333333333333, 'Low Risk'),
(144332, 74, 13, '22:46.1', 36.936818808198545, 95.37225747343113, 134, 70, 44, 'Male', 82.10797852910187, 1.778089107679157, 0.081305178, 64, 25.97038075942099, 91.33333333333333, 'Low Risk'),
(144333, 80, 19, '21:46.1', 36.16949526632918, 97.71844645844574, 124, 85, 23, 'Female', 51.26751972627825, 1.7637557889788005, 0.11132803790934151, 39, 16.480310991751185, 98, 'High Risk'),
(144334, 86, 14, '20:46.1', 36.010019281927185, 98.67246269171835, 112, 86, 87, 'Female', 56.47337374972486, 1.661328464, 0.11846786642260593, 26, 20.461276361945053, 94.66666666666667, 'Low Risk'),
(144335, 91, 15, '19:46.1', 36.81090099786187, 99.45463506824062, 117, 75, 54, 'Male', 68.00355937170279, 1.7081570226322176, 0.13702089282145008, 42, 23.30644654, 89, 'High Risk'),
(144336, 99, 18, '18:46.1', 36.76990095685293, 99.75051549325399, 122, 70, 80, 'Male', 90.27632614822522, 1.547468649747959, 0.093469618, 52, 37.69902845491628, 87.33333333333333, 'High Risk'),
(144337, 72, 16, '17:46.1', 37.072061423130876, 99.71966552673885, 115, 87, 84, 'Male', 98.25452635325705, 1.615357138389866, 0.1258216024423316, 28, 37.65437609156789, 96.33333333333333, 'High Risk'),
(144338, 62, 17, '16:46.1', 36.350017088482154, 97.68849952830926, 123, 86, 37, 'Male', 80.22414447160504, 1.6103168898383196, 0.051073655124803156, 37, 30.93729925549276, 98.33333333333333, 'High Risk'),
(144339, 63, 15, '15:46.1', 36.282655509999394, 98.81202118823568, 119, 83, 18, 'Male', 87.45958074515572, 1.7942233155152654, 0.14653376813858085, 36, 27.167795484917274, 95, 'Low Risk'),
(144340, 83, 14, '14:46.1', 37.438167161058956, 97.67627534608555, 114, 71, 63, 'Female', 99.36417789903498, 1.557944427372791, 0.10367521630044405, 43, 40.937933808657625, 85.33333333333333, 'High Risk'),
(144341, 72, 14, '13:46.1', 36.66940291957906, 99.49825818828727, 110, 71, 23, 'Male', 80.06804374218504, 1.5346394355728243, 0.12291355146885163, 39, 33.99746298799719, 84, 'High Risk'),
(144342, 75, 12, '12:46.1', 36.691898449101465, 96.70270043643968, 139, 83, 68, 'Female', 82.72413906, 1.9273501254287335, 0.128932565, 56, 22.26952855372969, 101.66666666666666, 'Low Risk'),
(144343, 97, 12, '11:46.1', 36.408062711235026, 96.08361045859057, 134, 72, 58, 'Female', 52.01115286453175, 1.8180264078537742, 0.055259881353400535, 62, 15.736063728060433, 92.66666666666666, 'High Risk'),
(144344, 76, 14, '10:46.1', 37.297798729411234, 97.86295727281822, 119, 71, 22, 'Female', 50.60698957851299, 1.9070188351124022, 0.056222818, 48, 13.915555204856236, 87, 'High Risk'),
(144345, 77, 15, '09:46.1', 36.354744612188824, 98.14899038938535, 139, 79, 31, 'Female', 75.68545164, 1.8437823726877471, 0.14487985618870086, 60, 22.26348204196203, 99, 'Low Risk'),
(144346, 89, 18, '08:46.1', 36.821483457916074, 97.39058279332845, 133, 83, 22, 'Female', 74.09644728, 1.8140089289554988, 0.077013997, 50, 22.517415641766732, 99.66666666666666, 'Low Risk'),
(144347, 60, 15, '07:46.1', 36.950674229039706, 95.86646843472707, 127, 87, 52, 'Male', 90.19203362668387, 1.8581101116389775, 0.091533641, 40, 26.123134468789058, 100.33333333333333, 'Low Risk'),
(144348, 81, 19, '06:46.1', 36.59408597614512, 95.94716092580244, 120, 88, 32, 'Male', 79.30444789746247, 1.9435109758576978, 0.10819668524375234, 32, 20.995370877955665, 98.66666666666667, 'Low Risk'),
(144349, 78, 19, '05:46.1', 36.769963879339905, 99.54254137537679, 127, 76, 43, 'Male', 69.64785385782399, 1.598667674847905, 0.10510767565780868, 51, 27.25155893888735, 93, 'Low Risk'),
(144350, 83, 13, '04:46.1', 36.80561972456407, 98.65322453, 119, 89, 33, 'Female', 57.468003324256294, 1.5800961850714477, 0.072866314, 30, 23.017548087912413, 99, 'Low Risk'),
(144351, 97, 19, '03:46.1', 37.23111303646557, 98.69996665707336, 135, 75, 85, 'Female', 94.48782015279912, 1.707106835330138, 0.11835874984020868, 60, 32.42309190346199, 95, 'High Risk'),
(144352, 67, 16, '02:46.1', 36.46453927714978, 97.34215477069165, 138, 71, 69, 'Female', 89.12066508625026, 1.7337737298734366, 0.061225966986382656, 67, 29.64787578, 93.33333333333333, 'Low Risk'),
(144353, 89, 15, '01:46.1', 36.47052027907598, 99.45424709344401, 135, 78, 73, 'Female', 62.39281475674696, 1.7841807236123501, 0.075396451, 57, 19.600037071065074, 97, 'Low Risk'),
(144354, 84, 16, '00:46.1', 36.39279505348561, 99.02736318077666, 134, 74, 63, 'Male', 55.50717635019841, 1.6331493811289735, 0.11395246159686674, 60, 20.811209158148355, 94, 'Low Risk'),
(144355, 67, 17, '59:46.1', 37.38099616055988, 96.27612751814625, 120, 89, 80, 'Female', 74.24643443514312, 1.761295600277872, 0.083997797, 31, 23.933769368083805, 99.33333333333333, 'Low Risk'),
(144356, 65, 17, '58:46.1', 36.091238440876346, 98.15188904, 114, 87, 63, 'Male', 69.19832037, 1.741270039632204, 0.12007512076170519, 27, 22.82250431547745, 96, 'Low Risk'),
(144357, 79, 12, '57:46.1', 37.223136759960916, 96.86532928369444, 111, 76, 61, 'Female', 64.63139, 1.583585075685022, 0.14257406926306695, 35, 25.772746136649772, 87.66666666666667, 'Low Risk'),
(144358, 71, 17, '56:46.1', 36.592408104092925, 99.68059053896869, 118, 76, 29, 'Male', 88.30125395771466, 1.5445039030685357, 0.12553698063443017, 42, 37.01594581279249, 90, 'High Risk'),
(144359, 92, 13, '55:46.1', 37.36196625734365, 99.88105110841565, 110, 70, 83, 'Female', 81.54065637025298, 1.5050494702981625, 0.10600480532466755, 40, 35.99752587678183, 83.33333333333333, 'High Risk'),
(144360, 78, 12, '54:46.1', 37.365631332616765, 95.97863987011468, 112, 73, 76, 'Male', 73.48735372886054, 1.863812208731211, 0.062014719, 39, 21.154769824987902, 86, 'Low Risk'),
(144361, 66, 16, '53:46.1', 37.084989752493556, 97.50655393896253, 113, 87, 22, 'Female', 92.12122370373646, 1.784274741047239, 0.11214059724807118, 26, 28.935849931226798, 95.66666666666667, 'Low Risk'),
(144362, 80, 13, '52:46.1', 37.385537812529165, 99.91282700930205, 110, 74, 85, 'Female', 75.19016593752241, 1.5281601626010493, 0.099321807, 36, 32.197584779264794, 86, 'High Risk'),
(144363, 68, 14, '51:46.1', 37.32569053076819, 96.05419305005888, 139, 70, 46, 'Female', 78.86753383006193, 1.678709906583086, 0.079903664, 69, 27.986394651547503, 93, 'Low Risk'),
(144364, 90, 16, '50:46.1', 36.88655981046724, 95.46628910740623, 110, 71, 47, 'Male', 50.55434787, 1.705894942173972, 0.14180312873080864, 39, 17.37216515358001, 84, 'High Risk'),
(144365, 60, 14, '49:46.1', 37.095370082625195, 96.87178895, 131, 89, 87, 'Male', 90.91388986458443, 1.9436555138509855, 0.1053938402920416, 42, 24.065320535732425, 103, 'Low Risk'),
(144366, 66, 14, '48:46.1', 37.407763409408226, 98.85165675806492, 110, 78, 29, 'Female', 92.23536003450954, 1.5080862061285463, 0.057197523887259044, 32, 40.55506595676895, 88.66666666666667, 'High Risk'),
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(144543, 92, 18, '51:46.1', 37.147260032621034, 97.36787071012236, 129, 83, 68, 'Female', 91.83082957, 1.923162173, 0.055232271, 46, 24.82885495368158, 98.33333333333333, 'High Risk'),
(144544, 78, 18, '50:46.1', 36.839960491424655, 98.05077240411805, 118, 84, 63, 'Female', 57.87489733212103, 1.9872741105673222, 0.10919947626870716, 34, 14.654624136745165, 95.33333333333333, 'High Risk'),
(144545, 97, 13, '49:46.1', 37.18088676438872, 96.84403544, 127, 79, 29, 'Male', 72.22368012627828, 1.8646446636970637, 0.050863105722656725, 48, 20.772436913356685, 95, 'High Risk'),
(144546, 76, 14, '48:46.1', 36.95467052730198, 97.46070222598553, 119, 81, 76, 'Male', 84.59349426245284, 1.6461381187617004, 0.13531604097945532, 38, 31.217952896858293, 93.66666666666667, 'High Risk'),
(144547, 99, 15, '47:46.1', 37.45971839614256, 96.07678961449456, 120, 74, 69, 'Female', 89.08137986108508, 1.9242945096126505, 0.050103099, 46, 24.057132164772025, 89.33333333333333, 'High Risk'),
(144548, 73, 14, '46:46.1', 37.05647110239763, 99.87320601565291, 124, 82, 70, 'Female', 54.22439940475599, 1.7475101593594253, 0.10849021338533442, 42, 17.75641684778194, 96, 'High Risk'),
(144549, 81, 18, '45:46.1', 36.19062784997662, 99.53693549948076, 122, 70, 78, 'Male', 55.23611247643283, 1.960519635361598, 0.072616919, 52, 14.370792303817648, 87.33333333333333, 'High Risk'),
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(144553, 93, 17, '41:46.1', 36.69323679133785, 96.51682041832517, 117, 77, 71, 'Female', 71.43226722825862, 1.5510803031430132, 0.11211646930808475, 40, 29.691071370744233, 90.33333333333333, 'High Risk'),
(144554, 98, 15, '40:46.1', 37.232661695689586, 97.37625224, 111, 88, 30, 'Female', 93.96113156726794, 1.8786996442740687, 0.060861856, 23, 26.62156189278502, 95.66666666666667, 'High Risk'),
(144555, 60, 13, '39:46.1', 37.197800661857954, 98.14993238, 138, 74, 18, 'Male', 55.60385709347483, 1.9284622591159328, 0.091250186, 64, 14.951426513235592, 95.33333333333333, 'High Risk'),
(144556, 66, 19, '38:46.1', 37.42202922634111, 96.13756732292012, 121, 78, 23, 'Male', 64.10252599621677, 1.8357043279858452, 0.1451376769490273, 43, 19.022591413671265, 92.33333333333333, 'Low Risk'),
(144557, 87, 17, '37:46.1', 37.167915590941966, 98.14593282895109, 136, 87, 53, 'Male', 63.63573835429068, 1.8698462855291464, 0.10211971354382643, 49, 18.20074963304671, 103.33333333333333, 'High Risk'),
(144558, 67, 16, '36:46.1', 36.20744239031475, 97.61868541506125, 132, 72, 23, 'Female', 89.40392084, 1.8952963443744366, 0.071691321, 60, 24.88870587751531, 92, 'Low Risk'),
(144559, 87, 13, '35:46.1', 37.29298879007767, 97.23191172171055, 118, 83, 22, 'Male', 62.767839627186646, 1.8854658509685176, 0.094572966, 35, 17.65630568418438, 94.66666666666667, 'High Risk'),
(144560, 66, 17, '34:46.1', 36.39360735062529, 96.39242244, 129, 74, 41, 'Female', 79.22896711202426, 1.9670874588042022, 0.098007707, 55, 20.475600861097377, 92.33333333333333, 'Low Risk'),
(144561, 72, 17, '33:46.1', 37.45009137866845, 97.31410336511428, 111, 83, 28, 'Male', 69.36507688, 1.9047827041181462, 0.13368331148542056, 28, 19.118331781851687, 92.33333333333333, 'Low Risk'),
(144562, 65, 13, '32:46.1', 36.158309058266056, 96.18851335673831, 110, 83, 72, 'Female', 69.88867370056948, 1.9663941095832154, 0.14693611633029768, 27, 18.07447409247866, 92, 'High Risk'),
(144563, 66, 17, '31:46.1', 36.73546263414682, 97.81725349701193, 123, 87, 87, 'Male', 82.63992275053968, 1.8063167796324056, 0.1356238234654582, 36, 25.32806837722121, 99, 'Low Risk'),
(144564, 79, 18, '30:46.1', 36.96776341002939, 96.00719992475156, 125, 75, 26, 'Male', 58.75452894, 1.8184210495524642, 0.12799731231780154, 50, 17.768568818880954, 91.66666666666666, 'High Risk'),
(144565, 70, 13, '29:46.1', 37.11436550959497, 96.83225823930738, 116, 72, 35, 'Female', 76.18309154309489, 1.551165468967852, 0.082515001, 44, 31.66229100562809, 86.66666666666667, 'High Risk'),
(144566, 68, 14, '28:46.1', 36.02808879, 95.83843308, 126, 86, 57, 'Female', 79.48932124521015, 1.6787879871147644, 0.10983672175831935, 40, 28.204414127855163, 99.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(144568, 64, 18, '26:46.1', 36.90780661642494, 96.16078742616577, 133, 70, 53, 'Male', 84.07906981, 1.6083418641559122, 0.064152665, 63, 32.50357758469011, 91, 'High Risk'),
(144569, 92, 14, '25:46.1', 36.47464957188772, 95.75504490506333, 114, 88, 53, 'Male', 93.48385443708756, 1.8546397727508415, 0.099010722, 26, 27.177998636734046, 96.66666666666667, 'High Risk'),
(144570, 71, 19, '24:46.1', 37.06509279733808, 97.62600746730604, 128, 83, 78, 'Male', 58.06381522651739, 1.833927757953754, 0.1344572570348493, 45, 17.26398781942568, 98, 'High Risk'),
(144571, 82, 16, '23:46.1', 36.64635429133363, 98.14250248158784, 124, 82, 84, 'Male', 85.37884106598749, 1.7795936487946995, 0.10988683742953562, 42, 26.959296872466737, 96, 'Low Risk'),
(144572, 81, 18, '22:46.1', 37.491129144455606, 96.13230719798331, 119, 70, 27, 'Male', 83.32569655921228, 1.529935569016865, 0.061128264, 49, 35.5985796, 86.33333333333333, 'High Risk'),
(144573, 91, 17, '21:46.1', 36.923302886664814, 97.41124850931564, 134, 71, 37, 'Female', 87.33205167231287, 1.7204247211387163, 0.089740315, 63, 29.505454867138184, 92, 'High Risk'),
(144574, 78, 13, '20:46.1', 36.46348163291386, 99.37789703477397, 136, 88, 37, 'Female', 53.40030866578114, 1.6815274913919709, 0.137435716, 48, 18.88581900849542, 104, 'Low Risk'),
(144575, 82, 17, '19:46.1', 37.47191902972034, 99.40567811757256, 129, 73, 80, 'Female', 54.379638890218295, 1.7633819841957485, 0.11478747410451792, 56, 17.488135935696793, 91.66666666666666, 'High Risk'),
(144576, 97, 13, '18:46.1', 36.87347263375869, 95.31138036933457, 135, 83, 83, 'Male', 84.02525322737841, 1.8758656490214016, 0.14906494786011604, 52, 23.87846299125785, 100.33333333333333, 'High Risk'),
(144577, 62, 13, '17:46.1', 36.79168416185953, 97.79245636599481, 110, 77, 80, 'Female', 97.46615742140712, 1.9258362296263907, 0.076400707, 33, 26.27938147949118, 88, 'Low Risk'),
(144578, 98, 13, '16:46.1', 36.79917078, 95.97698948806536, 136, 87, 58, 'Male', 97.96299668972722, 1.7368526332949514, 0.084491002, 49, 32.47402486380541, 103.33333333333333, 'High Risk'),
(144579, 86, 17, '15:46.1', 37.36104395587225, 99.04333996010297, 139, 77, 40, 'Male', 79.77623431375802, 1.9063452739296411, 0.064028226, 62, 21.951813697620256, 97.66666666666666, 'Low Risk'),
(144580, 90, 17, '14:46.1', 36.191613591565236, 96.48195868054802, 139, 79, 57, 'Male', 96.92623037873331, 1.9419779257495255, 0.07943769, 60, 25.70116114248194, 99, 'Low Risk'),
(144581, 84, 17, '13:46.1', 36.45049402452175, 98.76894103349751, 118, 87, 23, 'Female', 68.44162364115756, 1.6897397753332142, 0.10929931341281965, 31, 23.97069629, 97.33333333333333, 'Low Risk'),
(144582, 61, 18, '12:46.1', 37.34191957854945, 97.00137396876475, 128, 81, 51, 'Female', 55.776757746425474, 1.6250201985221917, 0.11070582971116485, 47, 21.12203405546751, 96.66666666666667, 'Low Risk'),
(144583, 98, 13, '11:46.1', 37.21793535466908, 99.77485661912732, 114, 84, 82, 'Male', 86.96043188738716, 1.9487973159763994, 0.11591540580885697, 30, 22.89751448236977, 94, 'High Risk'),
(144584, 66, 13, '10:46.1', 36.593295039999845, 95.33335578, 120, 73, 40, 'Male', 54.57193121966311, 1.527408574339795, 0.14872965030532098, 47, 23.391543217032996, 88.66666666666667, 'Low Risk'),
(144585, 63, 16, '09:46.1', 37.33280145323927, 99.34168527282391, 137, 73, 30, 'Female', 53.85760454503214, 1.890610899, 0.095222655, 64, 15.067552693096385, 94.33333333333333, 'High Risk'),
(144586, 82, 14, '08:46.1', 37.48829430547702, 97.87349060372847, 121, 80, 88, 'Female', 50.48392044, 1.6332042805228089, 0.13894624622105872, 41, 18.926576070081463, 93.66666666666667, 'Low Risk'),
(144587, 86, 14, '07:46.1', 36.102669721993564, 99.59451363, 130, 80, 43, 'Female', 64.60543283174759, 1.7991493709684403, 0.12159191594477187, 50, 19.958807882490923, 96.66666666666666, 'Low Risk'),
(144588, 90, 17, '06:46.1', 37.46897954, 95.06592596257595, 124, 82, 66, 'Male', 89.65174195802588, 1.855617475555633, 0.10931310677290285, 42, 26.036453333035084, 96, 'Low Risk'),
(144589, 86, 16, '05:46.1', 36.449653290450044, 95.43458020470263, 117, 78, 76, 'Female', 91.77890404910842, 1.5663192350428554, 0.079234814, 39, 37.409534558695455, 91, 'High Risk'),
(144590, 66, 14, '04:46.1', 36.00166552483015, 95.28208977637638, 135, 85, 75, 'Female', 58.294683951884686, 1.8176494713928049, 0.075300309, 50, 17.644472659048017, 101.66666666666666, 'High Risk'),
(144591, 77, 18, '03:46.1', 37.185751836588864, 97.71336013796558, 130, 75, 68, 'Male', 54.89835052494043, 1.5950084645757878, 0.14707199001256216, 55, 21.579099200922762, 93.33333333333333, 'Low Risk'),
(144592, 64, 18, '02:46.1', 36.469015495641685, 99.50658441364425, 120, 89, 77, 'Female', 52.08479226541711, 1.792777350813227, 0.058850014, 31, 16.20534281131696, 99.33333333333333, 'High Risk'),
(144593, 98, 17, '01:46.1', 36.05397088355759, 96.82486635382885, 131, 73, 88, 'Male', 87.42526045, 1.7349554272320327, 0.080227523, 58, 29.044258349611077, 92.33333333333333, 'High Risk'),
(144594, 71, 16, '00:46.1', 36.755863904460554, 96.56491352042343, 125, 83, 58, 'Female', 86.70751186031654, 1.7618268212110473, 0.14906118654414685, 42, 27.93381738, 97, 'Low Risk'),
(144595, 65, 19, '59:46.1', 36.11479565147277, 95.20407691038935, 138, 79, 74, 'Female', 73.15287154006754, 1.9293296167656582, 0.086727918, 59, 19.65253219103616, 98.66666666666666, 'Low Risk'),
(144596, 87, 12, '58:46.1', 36.293961612857004, 98.49021346954915, 135, 87, 51, 'Female', 95.61877103, 1.6250203881657264, 0.14854689181088637, 48, 36.20975023, 103, 'High Risk'),
(144597, 89, 16, '57:46.1', 36.056422961407186, 95.88110354, 113, 89, 71, 'Male', 93.92994595643398, 1.973982510120392, 0.078280917, 24, 24.105573683827032, 97, 'Low Risk'),
(144598, 87, 13, '56:46.1', 36.99101646980961, 97.95203938060506, 120, 85, 72, 'Male', 90.3793791, 1.594521593889074, 0.11166315810854757, 35, 35.54745746893725, 96.66666666666667, 'High Risk'),
(144599, 66, 15, '55:46.1', 36.396286045004885, 97.92768009747687, 132, 83, 64, 'Male', 66.58648046548612, 1.8938951197413305, 0.06392586, 49, 18.564113298203146, 99.33333333333333, 'Low Risk'),
(144600, 89, 18, '54:46.1', 36.88944648463312, 98.45025939719947, 114, 82, 69, 'Female', 54.20485840863133, 1.9108350035599728, 0.076574376, 32, 14.845397738798058, 92.66666666666667, 'High Risk'),
(144601, 93, 16, '53:46.1', 36.35141412887608, 97.00518685148947, 131, 75, 27, 'Male', 83.88208502475791, 1.6341579527476178, 0.11180046943505886, 56, 31.410955923229825, 93.66666666666666, 'High Risk'),
(144602, 86, 18, '52:46.1', 36.84841165338971, 99.84161791237928, 118, 86, 74, 'Female', 67.87440529042871, 1.5197581917215994, 0.056828382433188156, 32, 29.38712169408384, 96.66666666666667, 'Low Risk'),
(144603, 74, 12, '51:46.1', 37.20612576259468, 98.00100877142759, 117, 87, 36, 'Male', 51.12262881160125, 1.6090899331084356, 0.095945104, 30, 19.744791056725205, 97, 'Low Risk'),
(144604, 97, 14, '50:46.1', 36.020127155451426, 99.01494144028237, 132, 80, 19, 'Male', 73.20415865152509, 1.991774565687464, 0.097141068, 52, 18.45250743683019, 97.33333333333333, 'High Risk'),
(144605, 92, 17, '49:46.1', 37.25975112627732, 96.20975252703631, 124, 72, 52, 'Male', 90.59969873721319, 1.8119790762155807, 0.13735968263438264, 52, 27.594364509152893, 89.33333333333333, 'High Risk'),
(144606, 93, 17, '48:46.1', 36.51602162424874, 95.42739262843752, 130, 84, 66, 'Female', 75.16738094336085, 1.8868002007866722, 0.12936457992945324, 46, 21.11434389803526, 99.33333333333333, 'High Risk'),
(144607, 80, 19, '47:46.1', 36.72293958017927, 96.26158892030625, 130, 82, 33, 'Female', 72.81977261503062, 1.7138864102355604, 0.060712756543093174, 48, 24.79049782926668, 98, 'Low Risk'),
(144608, 74, 16, '46:46.1', 36.576547763930236, 95.81433876223183, 132, 76, 25, 'Female', 75.14380884034429, 1.5598743605739736, 0.14712897722715068, 56, 30.88260773, 94.66666666666666, 'High Risk'),
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(144610, 97, 12, '44:46.1', 36.72639044566292, 97.13262084992103, 139, 75, 64, 'Female', 58.205565424529055, 1.7080160390430312, 0.13197129927065215, 64, 19.951732951319386, 96.33333333333333, 'High Risk'),
(144611, 89, 12, '43:46.1', 36.16316726662829, 97.90603229156999, 126, 74, 88, 'Male', 70.48126831635028, 1.8222555691646147, 0.0869289, 52, 21.22536358144049, 91.33333333333333, 'Low Risk'),
(144612, 95, 19, '42:46.1', 37.498344841860295, 97.71533825, 139, 88, 39, 'Female', 70.27205700890188, 1.963658099870321, 0.10113871713382347, 51, 18.224302677359937, 105, 'High Risk'),
(144613, 86, 19, '41:46.1', 37.42069627162057, 99.36421604, 127, 78, 33, 'Female', 74.32169590012779, 1.8627736773392414, 0.11813863059799054, 49, 21.418814338535324, 94.33333333333333, 'Low Risk'),
(144614, 60, 13, '40:46.1', 36.98251862764127, 96.22571253184186, 117, 70, 58, 'Male', 98.35978116076785, 1.734340083756064, 0.1475431820259118, 47, 32.70009623096756, 85.66666666666667, 'High Risk'),
(144615, 88, 16, '39:46.1', 37.08651957204438, 95.71750063585944, 135, 86, 51, 'Male', 65.30091182645008, 1.9215165103899698, 0.061645927, 49, 17.686056362083672, 102.33333333333333, 'High Risk'),
(144616, 75, 16, '38:46.1', 36.82121736340173, 99.51030559741835, 129, 73, 82, 'Male', 51.98382801, 1.967395182108166, 0.07735705, 56, 13.430279473929227, 91.66666666666666, 'High Risk'),
(144617, 78, 16, '37:46.1', 37.35790479372397, 96.18848225066097, 122, 84, 77, 'Male', 76.8592017, 1.8206062857957892, 0.11276904860176941, 38, 23.1880268, 96.66666666666667, 'Low Risk'),
(144618, 86, 17, '36:46.1', 36.97641124005867, 96.33736647691342, 136, 75, 37, 'Male', 96.70886778035758, 1.533696158338013, 0.088534101, 61, 41.113801934216944, 95.33333333333333, 'High Risk'),
(144619, 60, 14, '35:46.1', 36.75912062907481, 96.85221002090968, 117, 81, 56, 'Female', 72.47557899979844, 1.6887332892225668, 0.11717677640691213, 36, 25.413797468301034, 93, 'Low Risk'),
(144620, 99, 13, '34:46.1', 37.460423812475234, 98.90900290567896, 133, 73, 74, 'Female', 56.34488235331027, 1.8818145306324185, 0.056556888, 60, 15.911123295631363, 93, 'High Risk'),
(144621, 84, 12, '33:46.1', 36.859197901841924, 96.34437973120524, 117, 83, 82, 'Male', 83.87834852661429, 1.8446383215633362, 0.099632638, 34, 24.65059564047185, 94.33333333333333, 'Low Risk'),
(144622, 78, 17, '32:46.1', 36.283167618952675, 95.37954626218935, 136, 70, 57, 'Male', 56.60715982495443, 1.7420432787085063, 0.051738073, 66, 18.653205931160127, 92, 'Low Risk'),
(144623, 65, 18, '31:46.1', 36.99312199379308, 99.45417945767939, 114, 70, 41, 'Female', 60.378888578089324, 1.7630981814573974, 0.065016205, 44, 19.423707057136788, 84.66666666666667, 'Low Risk'),
(144624, 85, 16, '30:46.1', 37.169645346635605, 95.77581607879371, 120, 80, 34, 'Male', 90.52420772370587, 1.8961546620432466, 0.055207622, 40, 25.177767346930654, 93.33333333333333, 'Low Risk'),
(144625, 98, 13, '29:46.1', 36.88665180591456, 96.28618005, 120, 84, 81, 'Female', 77.71893473062727, 1.6910186046137108, 0.11219863755904728, 36, 27.178786853317426, 96, 'High Risk'),
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(144802, 83, 17, '32:46.1', 36.57777638172971, 97.45447551865028, 119, 82, 61, 'Male', 89.76983669334996, 1.7329121150312146, 0.10447789010652579, 37, 29.893540819100906, 94.33333333333333, 'Low Risk'),
(144803, 73, 12, '31:46.1', 36.90255129507678, 98.46887513, 121, 85, 68, 'Male', 53.966880885677824, 1.9949066166688247, 0.1252930678063065, 36, 13.560702125774938, 97, 'High Risk'),
(144804, 77, 18, '30:46.1', 36.736352366223414, 99.08170177, 121, 77, 32, 'Female', 88.14114319, 1.9285102912984216, 0.10434367319208601, 44, 23.69925846625073, 91.66666666666667, 'Low Risk'),
(144805, 85, 17, '29:46.1', 36.095650193456834, 99.86188946675016, 112, 76, 71, 'Female', 65.18239409535511, 1.7408607163435665, 0.10030931397930315, 36, 21.50811040810278, 88, 'Low Risk'),
(144806, 93, 16, '28:46.1', 37.13595255284235, 95.76796191627638, 120, 82, 41, 'Male', 99.57147047824023, 1.757796668517872, 0.085869107, 38, 32.22535028674465, 94.66666666666667, 'High Risk'),
(144807, 76, 19, '27:46.1', 36.45688091772622, 97.60191723618402, 119, 88, 58, 'Male', 99.04597833158678, 1.617416229286867, 0.064664646, 31, 37.86110221561533, 98.33333333333333, 'High Risk'),
(144808, 64, 19, '26:46.1', 36.66292665614698, 95.02269987452884, 129, 87, 44, 'Male', 58.24985722844179, 1.8892647817264245, 0.062307320931829224, 42, 16.31958864112054, 101, 'High Risk'),
(144809, 98, 13, '25:46.1', 37.29886089746386, 96.74269199503007, 135, 86, 24, 'Female', 56.108374812501715, 1.761793804, 0.087068292, 49, 18.07663267734223, 102.33333333333333, 'High Risk'),
(144810, 91, 19, '24:46.1', 37.43430529471757, 99.06319117609186, 114, 72, 55, 'Female', 58.15183287631176, 1.5462193337024037, 0.14649506378072696, 42, 24.323227903650718, 86, 'High Risk'),
(144811, 89, 13, '23:46.1', 36.838637649200514, 98.99034747146327, 138, 77, 71, 'Male', 86.47613694202929, 1.6637303964334256, 0.1327028122242761, 61, 31.24139213564273, 97.33333333333333, 'High Risk'),
(144812, 64, 16, '22:46.1', 37.385056246096674, 98.09272499452003, 125, 86, 53, 'Male', 75.32607173474456, 1.7347196232506177, 0.097666374, 39, 25.031492027613883, 99, 'Low Risk'),
(144813, 94, 14, '21:46.1', 37.01492015239072, 99.27165058351144, 128, 84, 77, 'Female', 61.09723340807496, 1.7265901695399275, 0.057514779, 44, 20.494768508765176, 98.66666666666667, 'High Risk'),
(144814, 69, 19, '20:46.1', 36.22975423, 95.00375837, 137, 81, 61, 'Male', 53.33171376304554, 1.8213014234581968, 0.05181461, 56, 16.077624655248968, 99.66666666666666, 'High Risk'),
(144815, 91, 19, '19:46.1', 36.34751673, 96.95298059252204, 124, 83, 28, 'Male', 98.18240009430382, 1.829417050935242, 0.10171019909962102, 41, 29.336493260021616, 96.66666666666667, 'High Risk'),
(144816, 95, 19, '18:46.1', 36.37424613318703, 95.19287458706017, 110, 84, 87, 'Female', 62.61331052768797, 1.6455371994057868, 0.057255503, 26, 23.12337687976215, 92.66666666666667, 'High Risk'),
(144817, 92, 18, '17:46.1', 36.63750041958213, 97.64981378130462, 132, 81, 47, 'Female', 94.56367205268981, 1.8926323251299766, 0.090204289, 51, 26.39926414745118, 98, 'High Risk'),
(144818, 62, 14, '16:46.1', 36.90041453515123, 95.57796908018085, 138, 72, 89, 'Male', 72.44024140888368, 1.7734078437127971, 0.1442409705645087, 66, 23.033643400289904, 94, 'Low Risk'),
(144819, 88, 14, '15:46.1', 36.55351631, 98.95729418877205, 116, 75, 52, 'Male', 98.60547334297999, 1.5317986790553966, 0.13774005854431354, 41, 42.024024487564816, 88.66666666666667, 'High Risk'),
(144820, 68, 19, '14:46.1', 36.96939673, 95.98922393, 131, 83, 56, 'Female', 74.99001248, 1.5421677994018448, 0.10433685827178056, 48, 31.531175681724644, 99, 'High Risk'),
(144821, 83, 12, '13:46.1', 37.06520007703183, 95.19222998, 112, 77, 31, 'Female', 55.26103575263592, 1.9158319091079015, 0.052405854, 35, 15.055813134508071, 88.66666666666667, 'High Risk'),
(144822, 62, 12, '12:46.1', 36.80213228654177, 98.47048976554086, 119, 72, 32, 'Male', 76.23283671879017, 1.9805148323311332, 0.1323942188420742, 47, 19.435059843564172, 87.66666666666667, 'Low Risk'),
(144823, 99, 16, '11:46.1', 37.438078251548056, 96.85489227980185, 113, 83, 21, 'Male', 54.88704998950646, 1.7590123346734259, 0.075774482, 30, 17.739121964269053, 93, 'High Risk'),
(144824, 91, 19, '10:46.1', 37.090994040348036, 99.72549946276594, 129, 83, 57, 'Male', 83.80125397716202, 1.7641216100567159, 0.13282649746284625, 46, 26.92734144492833, 98.33333333333333, 'High Risk'),
(144825, 96, 18, '09:46.1', 36.563655330359104, 96.00904556793746, 114, 82, 31, 'Male', 81.71941814899589, 1.5253450404471958, 0.13185829659479925, 32, 35.122795666927225, 92.66666666666667, 'High Risk'),
(144826, 60, 16, '08:46.1', 36.96804084800003, 98.97319045186595, 133, 78, 45, 'Female', 74.98994922462622, 1.6319053218226793, 0.079475683, 55, 28.15873509213388, 96.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(144828, 66, 19, '06:46.1', 36.67643129778286, 95.19942873441697, 124, 75, 70, 'Male', 82.10460854715214, 1.6616123678004269, 0.12110996802903379, 49, 29.73774976254015, 91.33333333333333, 'Low Risk'),
(144829, 86, 19, '05:46.1', 36.50930244192442, 98.42655842827847, 138, 75, 56, 'Male', 60.966430034549376, 1.5263365625079914, 0.063421161, 63, 26.169182136169987, 96, 'Low Risk'),
(144830, 64, 12, '04:46.1', 36.04856098157227, 95.42810488560534, 116, 77, 67, 'Male', 98.85094104066029, 1.7281750769591224, 0.067886186, 39, 33.09827293, 90, 'High Risk'),
(144831, 89, 14, '03:46.1', 37.32841458007993, 95.63605734, 110, 75, 44, 'Male', 63.20077213907817, 1.5713211801714386, 0.148148964, 35, 25.59719961428262, 86.66666666666667, 'Low Risk'),
(144832, 64, 16, '02:46.1', 37.49836834156449, 96.98842956762219, 126, 72, 74, 'Male', 70.51932154346416, 1.7673614983074584, 0.092807179, 54, 22.576538006327446, 90, 'Low Risk'),
(144833, 90, 17, '01:46.1', 36.17983805, 99.65480083903586, 127, 76, 88, 'Female', 93.23442924, 1.855292299105831, 0.14840055323977214, 51, 27.08642151751697, 93, 'Low Risk'),
(144834, 69, 15, '00:46.1', 36.56374411309447, 98.04788831, 133, 76, 51, 'Female', 69.25525600958265, 1.7912669992497259, 0.14494544702553558, 57, 21.58400779670512, 95, 'Low Risk'),
(144835, 79, 16, '59:46.1', 37.429844754517944, 96.88301395771951, 128, 84, 49, 'Female', 76.09064280630682, 1.603724086396002, 0.11927706237091923, 44, 29.585025580002515, 98.66666666666667, 'Low Risk'),
(144836, 90, 14, '58:46.1', 36.84354323432165, 97.61112467149961, 116, 76, 28, 'Female', 53.956964101918075, 1.795710049043885, 0.089729809, 40, 16.733048890421113, 89.33333333333333, 'High Risk'),
(144837, 97, 16, '57:46.1', 37.458202571365035, 95.11451527010747, 120, 79, 24, 'Male', 55.70170006712641, 1.8961503712555718, 0.094844417, 41, 15.492549756117167, 92.66666666666667, 'High Risk'),
(144838, 99, 12, '56:46.1', 36.89815087681775, 99.22091999988291, 114, 78, 26, 'Male', 99.35550099336425, 1.9749047408701663, 0.088928171, 36, 25.474144786905565, 90, 'High Risk'),
(144839, 75, 13, '55:46.1', 36.58587483120899, 97.85956435078539, 111, 78, 37, 'Male', 92.34698458541301, 1.5286894674527316, 0.099316127, 33, 39.51701868209659, 89, 'High Risk'),
(144840, 61, 16, '54:46.1', 36.17318220723081, 99.63461487325318, 132, 81, 72, 'Male', 81.29281732247827, 1.7858070435512903, 0.096475197, 51, 25.490779237658344, 98, 'Low Risk'),
(144841, 94, 15, '53:46.1', 37.132614979530885, 95.32353014981871, 122, 75, 38, 'Male', 50.15915059189347, 1.9343307032797679, 0.14681739077539344, 47, 13.405676122080898, 90.66666666666667, 'High Risk'),
(144842, 79, 17, '52:46.1', 36.97738899519612, 99.29069103, 112, 83, 48, 'Female', 81.26717180948337, 1.5704687211114825, 0.063718238, 29, 32.95008687984936, 92.66666666666667, 'High Risk'),
(144843, 88, 19, '51:46.1', 36.82418687987921, 96.74539745307904, 120, 70, 51, 'Male', 65.63386024848903, 1.8009913350286144, 0.085653605, 50, 20.235069544101524, 86.66666666666666, 'Low Risk'),
(144844, 71, 14, '50:46.1', 36.030906857154115, 97.05999775444803, 128, 73, 47, 'Female', 79.66367655662513, 1.8087279701882866, 0.058000841, 55, 24.350833798346557, 91.33333333333333, 'Low Risk'),
(144845, 74, 18, '49:46.1', 36.00506052113565, 97.37201742, 111, 89, 23, 'Female', 58.671400040780675, 1.7875857715539782, 0.07885081, 22, 18.360845376183214, 96.33333333333333, 'High Risk'),
(144846, 84, 16, '48:46.1', 37.48449609680855, 95.20571873192165, 134, 79, 68, 'Male', 69.56538424839914, 1.5307016737878882, 0.064268311, 55, 29.690128287905264, 97.33333333333333, 'Low Risk'),
(144847, 85, 12, '47:46.1', 36.551599943786215, 95.29219517, 110, 86, 59, 'Male', 72.24178912250073, 1.8799040020602207, 0.059537408, 24, 20.44170648883602, 94, 'Low Risk'),
(144848, 88, 13, '46:46.1', 36.238389357980786, 97.94645403796694, 137, 76, 37, 'Male', 80.17194477487618, 1.8739927943637418, 0.079031234, 61, 22.82898408, 96.33333333333333, 'Low Risk'),
(144849, 65, 18, '45:46.1', 36.08584668384235, 97.97898081744097, 137, 89, 61, 'Female', 93.45196854102039, 1.989316560321187, 0.13524914306452876, 48, 23.614603508974323, 105, 'Low Risk'),
(144850, 90, 13, '44:46.1', 37.228597615191575, 95.73257927608238, 127, 80, 85, 'Female', 66.57270256, 1.6596288688694782, 0.071915587, 47, 24.16986509701052, 95.66666666666667, 'Low Risk'),
(144851, 97, 18, '43:46.1', 36.79316415738562, 95.93807586189425, 116, 88, 36, 'Male', 63.61041437792884, 1.8746054819289402, 0.10550396428116068, 28, 18.101245530263697, 97.33333333333333, 'High Risk'),
(144852, 75, 13, '42:46.1', 37.08875056468571, 95.60366275501563, 120, 80, 88, 'Male', 88.11203768185297, 1.8328567033675651, 0.10074715379191693, 40, 26.22878785, 93.33333333333333, 'Low Risk'),
(144853, 75, 17, '41:46.1', 37.173653763785474, 98.89228746, 112, 88, 83, 'Female', 64.17189846637838, 1.5201747048105143, 0.13543277796532577, 24, 27.76884933780997, 96, 'Low Risk'),
(144854, 63, 14, '40:46.1', 36.03009142945873, 97.72605777654324, 127, 72, 89, 'Male', 58.17518631069641, 1.6417821163864668, 0.052059357268955636, 55, 21.582748076609416, 90.33333333333333, 'Low Risk'),
(144855, 62, 16, '39:46.1', 36.99971862344029, 99.13470380960736, 115, 86, 24, 'Male', 90.55986621132256, 1.9472135092522307, 0.112982939, 29, 23.88408589655395, 95.66666666666667, 'Low Risk'),
(144856, 79, 12, '38:46.1', 37.21891447979168, 96.21596019, 134, 81, 55, 'Male', 83.71722270182931, 1.9762697689791984, 0.082562691, 53, 21.434944221598574, 98.66666666666666, 'Low Risk'),
(144857, 62, 19, '37:46.1', 36.05285982682634, 98.85137726205404, 126, 73, 68, 'Male', 56.679123103227134, 1.8375036892191456, 0.11400487194680134, 53, 16.786752337701905, 90.66666666666666, 'High Risk'),
(144858, 97, 17, '36:46.1', 36.595581362792686, 97.24850071186526, 134, 87, 80, 'Female', 83.86390417175913, 1.7819340916924788, 0.10984583639905357, 47, 26.411423130980378, 102.66666666666667, 'High Risk'),
(144859, 88, 18, '35:46.1', 36.69511666169653, 98.12065132195426, 126, 83, 39, 'Female', 80.71516899329615, 1.790036205695562, 0.11229653304455672, 43, 25.19019503078225, 97.33333333333333, 'Low Risk'),
(144860, 86, 17, '34:46.1', 36.2898591, 98.25833108983053, 128, 89, 80, 'Male', 57.18314595958331, 1.6090758969467214, 0.12403117613228139, 39, 22.08589411937146, 102, 'Low Risk'),
(144861, 98, 13, '33:46.1', 37.13486497302991, 95.47981749120693, 115, 84, 83, 'Female', 58.094929226635706, 1.5734582750615844, 0.1461225649689538, 31, 23.465389390101347, 94.33333333333333, 'High Risk'),
(144862, 70, 19, '32:46.1', 36.906753849546185, 98.67997068874038, 110, 86, 76, 'Male', 99.14390656, 1.9549642576744564, 0.1027489499393951, 24, 25.94109977374342, 94, 'Low Risk'),
(144863, 70, 17, '31:46.1', 37.22656002723908, 98.37391160360635, 134, 73, 30, 'Female', 83.75467347539417, 1.8529723905618876, 0.052662763, 61, 24.393333485779113, 93.33333333333333, 'Low Risk'),
(144864, 73, 18, '30:46.1', 36.72328596819311, 96.76391546944888, 128, 82, 34, 'Female', 76.77595774689686, 1.5621077444515317, 0.098792036, 46, 31.463227590988193, 97.33333333333333, 'High Risk'),
(144865, 79, 16, '29:46.1', 37.34656586564579, 99.19335145661404, 124, 84, 26, 'Male', 64.38728102411913, 1.8549544353104936, 0.10344414634383994, 40, 18.712576703965233, 97.33333333333333, 'Low Risk'),
(144866, 71, 18, '28:46.1', 36.26434275502581, 97.01714914706788, 110, 73, 43, 'Male', 97.00523807937353, 1.8304173495057054, 0.1421364353150666, 37, 28.95309122783075, 85.33333333333333, 'Low Risk'),
(144867, 94, 12, '27:46.1', 36.302054714717706, 96.30911474157807, 112, 87, 33, 'Female', 66.21522829224463, 1.8750156056634355, 0.090229046, 25, 18.834240308508548, 95.33333333333333, 'High Risk'),
(144868, 80, 13, '26:46.1', 36.54020319271105, 95.95548499723286, 123, 78, 47, 'Female', 58.24444721889191, 1.8163952667869565, 0.08157177, 45, 17.653621250818425, 93, 'High Risk'),
(144869, 68, 19, '25:46.1', 36.77014102026371, 97.19352919522089, 126, 83, 64, 'Female', 97.90169163, 1.9546808161974376, 0.060892502684776854, 43, 25.62350256131547, 97.33333333333333, 'Low Risk'),
(144870, 68, 17, '24:46.1', 37.47939583179395, 99.40106186271818, 125, 79, 72, 'Female', 73.6560947, 1.802922696933985, 0.071748308, 46, 22.659716725984783, 94.33333333333333, 'Low Risk'),
(144871, 87, 14, '23:46.1', 37.324508344142934, 99.81262763764957, 135, 77, 42, 'Male', 97.37754545493326, 1.6713198027343061, 0.060365357, 58, 34.860989125179884, 96.33333333333333, 'High Risk'),
(144872, 72, 14, '22:46.1', 36.06738441081834, 96.88139571546955, 116, 77, 43, 'Female', 69.35882887721513, 1.9556894801068987, 0.14376901783927226, 39, 18.13434827386705, 90, 'High Risk'),
(144873, 97, 13, '21:46.1', 37.43379401895675, 95.60505746100387, 124, 83, 72, 'Male', 57.88999394650627, 1.8545546214548743, 0.053060529162679664, 41, 16.831555220357995, 96.66666666666667, 'High Risk'),
(144874, 73, 18, '20:46.1', 37.44251237306832, 98.93875421173401, 120, 87, 63, 'Male', 67.45333492296962, 1.860086946, 0.059384433819482156, 33, 19.495614845317853, 98, 'Low Risk'),
(144875, 97, 12, '19:46.1', 36.067327267046494, 95.93946018639316, 131, 79, 43, 'Male', 70.49674077074886, 1.7799632302326636, 0.12783511144134874, 52, 22.250869015178154, 96.33333333333333, 'High Risk'),
(144876, 74, 18, '18:46.1', 36.95744957311232, 95.45355378603247, 117, 84, 39, 'Female', 51.997100991595154, 1.8733242820711982, 0.056956726, 33, 14.81675862498523, 95, 'High Risk'),
(144877, 79, 14, '17:46.1', 36.00700828808333, 97.83579300286495, 132, 87, 25, 'Female', 62.20815593202509, 1.7035914438090636, 0.14780291485096586, 45, 21.43465151550055, 102, 'Low Risk'),
(144878, 89, 17, '16:46.1', 37.468408368926575, 98.04976422836022, 125, 86, 19, 'Female', 74.84582065528693, 1.8640365483288335, 0.056477863, 39, 21.54064522361251, 99, 'Low Risk'),
(144879, 74, 12, '15:46.1', 36.01629002339577, 95.13444964226672, 127, 73, 24, 'Female', 60.23381637424421, 1.7566617348495353, 0.11946051600679876, 54, 19.519293674113396, 91, 'Low Risk'),
(144880, 62, 15, '14:46.1', 37.04185701731471, 97.88955330559197, 134, 79, 18, 'Male', 96.44030435581695, 1.7505642881343668, 0.060818284447260264, 55, 31.470413062077558, 97.33333333333333, 'High Risk'),
(144881, 92, 13, '13:46.1', 37.461521252413824, 98.43928754, 127, 81, 77, 'Female', 64.45149840122235, 1.5687092197904913, 0.096722898, 46, 26.19076118, 96.33333333333333, 'High Risk'),
(144882, 79, 13, '12:46.1', 36.42046911777265, 99.77422145238711, 125, 70, 44, 'Female', 98.70030752232469, 1.9829048603683765, 0.070698621, 55, 25.102371422028398, 88.33333333333333, 'Low Risk'),
(144883, 95, 15, '11:46.1', 36.99111769, 95.39537268765605, 132, 81, 59, 'Female', 51.24718234475734, 1.7336747735843887, 0.14648491958914875, 51, 17.05040629913968, 98, 'High Risk'),
(144884, 98, 12, '10:46.1', 37.42255204482783, 95.51635152903573, 127, 76, 71, 'Female', 80.21621094866723, 1.9818078237456203, 0.10755412304719436, 51, 20.42391840978975, 93, 'High Risk'),
(144885, 90, 15, '09:46.1', 36.75431652654561, 99.84908264148177, 129, 89, 23, 'Female', 57.948813610984146, 1.6370059231744527, 0.1362945739752407, 40, 21.624399065608653, 102.33333333333333, 'Low Risk'),
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(145062, 78, 16, '12:46.1', 36.96278859, 98.10718997320944, 132, 71, 43, 'Male', 99.45445569975587, 1.6884542679368302, 0.1411570590509727, 61, 34.88555531193561, 91.33333333333333, 'High Risk'),
(145063, 75, 19, '11:46.1', 36.50813870693724, 95.67548127358202, 125, 74, 82, 'Female', 74.28708867604395, 1.8808449527494513, 0.14143802792924254, 51, 20.99942226403115, 91, 'Low Risk'),
(145064, 98, 13, '10:46.1', 36.46655904056618, 96.12571203564852, 116, 82, 56, 'Male', 70.48928778366525, 1.6672557952852711, 0.085195285, 34, 25.35821333, 93.33333333333333, 'High Risk'),
(145065, 76, 14, '09:46.1', 37.00405671366012, 98.27028284026932, 133, 83, 40, 'Female', 91.98195129300743, 1.6666929589652675, 0.14440662329221748, 50, 33.112457734090846, 99.66666666666666, 'High Risk'),
(145066, 70, 17, '08:46.1', 36.376613226664645, 97.06336601, 123, 78, 24, 'Female', 82.76680787100071, 1.543353713313926, 0.11574612244253753, 45, 34.74763599827144, 93, 'High Risk'),
(145067, 82, 17, '07:46.1', 36.93471815807644, 98.18254769300962, 135, 82, 58, 'Male', 84.60196931093225, 1.8054850600688286, 0.093579023, 53, 25.953305217786422, 99.66666666666666, 'Low Risk'),
(145068, 83, 14, '06:46.1', 37.33540682085302, 97.98016205547226, 128, 84, 83, 'Female', 95.27984668124631, 1.7923893296812707, 0.14038825351060674, 44, 29.657623663423593, 98.66666666666667, 'Low Risk'),
(145069, 66, 17, '05:46.1', 36.64831162332467, 95.58062579163621, 115, 77, 35, 'Male', 50.56623063, 1.8116098982996116, 0.13488474573984727, 38, 15.407465759049368, 89.66666666666667, 'High Risk'),
(145070, 63, 17, '04:46.1', 36.63809130859122, 99.99068024664514, 110, 80, 56, 'Female', 74.66741024807519, 1.744166442487065, 0.11638950421696179, 30, 24.544559127387142, 90, 'Low Risk'),
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(145072, 79, 18, '02:46.1', 37.172077478284564, 97.07520912858345, 112, 82, 34, 'Male', 51.49245190002753, 1.9033956964458256, 0.14202728610667426, 30, 14.212988541215232, 92, 'High Risk'),
(145073, 98, 18, '01:46.1', 36.66893832534114, 96.11449232504054, 128, 80, 85, 'Male', 57.75352274469549, 1.6847975816751397, 0.052089066, 48, 20.346186391393832, 96, 'High Risk'),
(145074, 77, 13, '00:46.1', 37.131918317630394, 96.74897566, 117, 73, 78, 'Female', 87.65977009317724, 1.886569466133929, 0.091511153, 44, 24.629450637386814, 87.66666666666667, 'Low Risk'),
(145075, 86, 16, '59:46.1', 36.195376775473434, 99.39518581760282, 119, 85, 41, 'Male', 58.55047951042158, 1.8551069306328078, 0.066543239, 34, 17.013456706193725, 96.33333333333333, 'High Risk'),
(145076, 60, 13, '58:46.1', 36.18686889984403, 99.24046821350078, 119, 72, 37, 'Female', 59.267993289879925, 1.6234299279931768, 0.10736755799418651, 47, 22.488118813840384, 87.66666666666667, 'Low Risk'),
(145077, 98, 18, '57:46.1', 37.23521921938767, 96.02739796720961, 117, 76, 19, 'Female', 97.83466593888534, 1.723289925949948, 0.066143515, 41, 32.943980181109836, 89.66666666666667, 'High Risk'),
(145078, 66, 13, '56:46.1', 36.57504865556872, 95.99927756069691, 116, 78, 20, 'Male', 93.66307773541922, 1.8950798803214515, 0.13663012644720463, 38, 26.080348044651725, 90.66666666666667, 'Low Risk'),
(145079, 79, 15, '55:46.1', 36.23698059944058, 95.74929276556732, 110, 75, 34, 'Female', 79.51022064943591, 1.8415155844173186, 0.11825061472507127, 35, 23.44618360295093, 86.66666666666667, 'Low Risk'),
(145080, 64, 14, '54:46.1', 36.155017581632755, 99.43577128602209, 114, 79, 60, 'Male', 59.274434695236536, 1.9263762805180944, 0.1191561563854545, 35, 15.972951629171302, 90.66666666666667, 'High Risk'),
(145081, 72, 19, '53:46.1', 36.34827505300891, 97.74351925538626, 137, 78, 65, 'Female', 83.96088977791815, 1.670169400136481, 0.09681361, 59, 30.099271703153217, 97.66666666666666, 'High Risk'),
(145082, 74, 19, '52:46.1', 36.44465099614828, 96.12386846130389, 119, 79, 55, 'Male', 50.96611650384203, 1.8705623765899329, 0.063948356, 40, 14.565894254919213, 92.33333333333333, 'High Risk'),
(145083, 64, 14, '51:46.1', 36.00401758, 99.86761005521818, 133, 81, 74, 'Female', 80.15942443484622, 1.5239271475611176, 0.11610492547287862, 52, 34.516454478346716, 98.33333333333333, 'High Risk'),
(145084, 99, 17, '50:46.1', 36.82308459, 98.03915431855437, 117, 70, 59, 'Male', 87.82320795469217, 1.9857272479700203, 0.081459454, 47, 22.2725584, 85.66666666666667, 'High Risk'),
(145085, 85, 14, '49:46.1', 36.06187355, 98.14970402, 111, 87, 26, 'Female', 87.63869865557956, 1.8963594711403078, 0.054645243, 24, 24.369947300895575, 95, 'Low Risk'),
(145086, 64, 13, '48:46.1', 36.30612064358178, 97.11009085534117, 110, 78, 64, 'Female', 86.18204621, 1.7444209076761277, 0.075542542, 32, 28.3213685, 88.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(145088, 73, 15, '46:46.1', 36.95423751287214, 95.71819603476264, 130, 85, 41, 'Female', 63.15797975833843, 1.5933313499929889, 0.127856806, 45, 24.878032288536623, 100, 'Low Risk'),
(145089, 62, 19, '45:46.1', 37.235398723996425, 97.69223354260447, 119, 87, 26, 'Female', 63.89280771168923, 1.866957611674632, 0.090888926, 32, 18.330869177425598, 97.66666666666667, 'High Risk'),
(145090, 63, 12, '44:46.1', 36.73841222, 99.73815441396393, 125, 80, 19, 'Male', 61.45848722756718, 1.5055944681784843, 0.052865847, 45, 27.112267781223395, 95, 'Low Risk'),
(145091, 75, 18, '43:46.1', 36.39662868887239, 98.97845990369831, 133, 79, 56, 'Male', 79.76500908094003, 1.5128473288771989, 0.12344987155724683, 54, 34.85155927332327, 97, 'High Risk'),
(145092, 79, 14, '42:46.1', 37.17010802775548, 97.54108762243229, 118, 87, 54, 'Male', 66.43556812618377, 1.9996989445143347, 0.13054432650560432, 31, 16.61389335883229, 97.33333333333333, 'High Risk'),
(145093, 79, 17, '41:46.1', 36.52503504495935, 98.68743836736782, 135, 89, 24, 'Female', 55.10770139101696, 1.7384688605553826, 0.10608263448597405, 46, 18.23385363859349, 104.33333333333333, 'High Risk'),
(145094, 79, 12, '40:46.1', 37.276343447802745, 99.63859776934157, 118, 83, 81, 'Female', 75.53612537001088, 1.912473849498641, 0.13460619159353904, 35, 20.652074971090112, 94.66666666666667, 'Low Risk'),
(145095, 62, 13, '39:46.1', 36.56507689145927, 98.09705956557035, 127, 86, 50, 'Female', 65.13931364212458, 1.9805681004106934, 0.1303505106970987, 41, 16.605945887620102, 99.66666666666667, 'High Risk'),
(145096, 79, 19, '38:46.1', 36.70465180923536, 95.65230611396669, 130, 80, 34, 'Male', 65.12901247, 1.7268092660571717, 0.11595043553289396, 50, 21.841665530869022, 96.66666666666666, 'Low Risk'),
(145097, 72, 17, '37:46.1', 36.973879239800716, 96.37941326390468, 129, 85, 33, 'Female', 59.715437614748254, 1.5439243245103136, 0.1278679511815906, 44, 25.05154990132833, 99.66666666666667, 'Low Risk'),
(145098, 85, 16, '36:46.1', 37.25743187440538, 97.74177832863919, 130, 75, 33, 'Female', 94.51227976173075, 1.9314712562490621, 0.089169953, 55, 25.33446515364278, 93.33333333333333, 'Low Risk'),
(145099, 93, 18, '35:46.1', 37.47465523728925, 96.79196948279873, 117, 84, 45, 'Male', 84.89892844270511, 1.545931305229018, 0.050773038, 33, 35.52399704548817, 95, 'High Risk'),
(145100, 81, 18, '34:46.1', 37.47689252839257, 95.00876114427895, 136, 71, 60, 'Male', 57.66594848796123, 1.9838915890716875, 0.069603598, 65, 14.651549858502147, 92.66666666666666, 'High Risk'),
(145101, 89, 16, '33:46.1', 37.200009796514635, 98.58278970418665, 131, 76, 74, 'Female', 65.72199827979733, 1.5163805557844847, 0.061084113, 55, 28.582113919103453, 94.33333333333333, 'Low Risk'),
(145102, 67, 13, '32:46.1', 36.53533482947912, 96.38579955, 120, 76, 36, 'Male', 77.10548296759616, 1.9375266935511037, 0.05774366, 44, 20.539500260078807, 90.66666666666667, 'Low Risk'),
(145103, 76, 12, '31:46.1', 37.35341753993779, 96.56372208629787, 110, 70, 57, 'Female', 68.79138709559565, 1.7102960697264724, 0.077001898, 40, 23.517517243925923, 83.33333333333333, 'Low Risk'),
(145104, 80, 13, '30:46.1', 37.31623904053976, 95.43437526914373, 131, 80, 40, 'Female', 78.89358883706045, 1.5036973421622641, 0.11403502782217673, 51, 34.89159703936502, 97, 'High Risk'),
(145105, 85, 16, '29:46.1', 37.40108493578539, 99.51470925746361, 130, 84, 24, 'Female', 90.81090194, 1.945231530386099, 0.12119984439183872, 46, 23.999123918231422, 99.33333333333333, 'Low Risk'),
(145106, 65, 14, '28:46.1', 37.28025193557504, 97.78720422910547, 122, 72, 18, 'Male', 65.72414267459038, 1.6999839290064878, 0.089817674, 50, 22.74234787, 88.66666666666666, 'Low Risk'),
(145107, 84, 12, '27:46.1', 36.01741403286732, 97.89383853082215, 136, 81, 21, 'Male', 51.96736792854062, 1.5415785481802273, 0.095588161, 55, 21.86751356, 99.33333333333333, 'Low Risk'),
(145108, 83, 15, '26:46.1', 36.197507877545796, 99.59124213310875, 133, 72, 72, 'Female', 74.83102084396242, 1.5846833704397016, 0.1417388166013841, 61, 29.798655468772004, 92.33333333333333, 'Low Risk'),
(145109, 90, 18, '25:46.1', 36.89834586714193, 97.78771882658852, 129, 80, 83, 'Female', 84.62683384839443, 1.7307764754795678, 0.10737595839109221, 49, 28.250499140974675, 96.33333333333333, 'Low Risk'),
(145110, 72, 13, '24:46.1', 36.073926358103456, 95.60281410362249, 132, 71, 58, 'Female', 89.47792194672954, 1.7139369537408302, 0.13760619522884932, 61, 30.45974086128842, 91.33333333333333, 'High Risk'),
(145111, 68, 18, '23:46.1', 36.31715118605364, 99.71358958090278, 138, 84, 34, 'Male', 69.74163064292806, 1.8812467329595783, 0.14936609411938706, 54, 19.706095358703962, 102, 'Low Risk'),
(145112, 76, 14, '22:46.1', 37.34466552040123, 95.69392204380704, 119, 73, 55, 'Male', 54.27319099930739, 1.5111786424703453, 0.093068792, 46, 23.765871390903506, 88.33333333333333, 'Low Risk'),
(145113, 89, 18, '21:46.1', 37.198461117729146, 98.23242733211782, 123, 82, 84, 'Male', 89.36137071316385, 1.5110998542900091, 0.12103288655657035, 41, 39.13483385621001, 95.66666666666667, 'High Risk'),
(145114, 87, 12, '20:46.1', 36.079588861129665, 98.92070857328099, 119, 79, 23, 'Female', 68.52941537268583, 1.8430406550300482, 0.09139701, 40, 20.174705149158143, 92.33333333333333, 'Low Risk'),
(145115, 81, 14, '19:46.1', 37.15171013919523, 96.42468328447316, 119, 88, 78, 'Female', 90.41567502551804, 1.6891027440035995, 0.070616254, 31, 31.69068262536542, 98.33333333333333, 'High Risk'),
(145116, 71, 19, '18:46.1', 37.14482334487632, 95.87082823735383, 138, 79, 33, 'Male', 69.11715447079125, 1.5295353486653753, 0.14667663991894114, 59, 29.54383121401998, 98.66666666666666, 'Low Risk'),
(145117, 76, 15, '17:46.1', 37.46518715, 98.38176690431365, 115, 89, 24, 'Male', 94.71030686, 1.7076880206792904, 0.12875780494492028, 26, 32.47731966514938, 97.66666666666667, 'High Risk'),
(145118, 92, 19, '16:46.1', 36.66771711843068, 95.94849791, 138, 74, 81, 'Male', 88.41715447353094, 1.9666544515353452, 0.070284713, 64, 22.860220492621526, 95.33333333333333, 'High Risk'),
(145119, 70, 19, '15:46.1', 36.83958646291514, 95.47008434149484, 113, 74, 66, 'Female', 81.68380790740079, 1.8503253518979408, 0.12517259849021858, 39, 23.858315469245753, 87, 'Low Risk'),
(145120, 73, 19, '14:46.1', 36.74373050253987, 99.23013176650282, 119, 85, 25, 'Male', 85.05161224457856, 1.7989213533832986, 0.084661944, 34, 26.28198703119138, 96.33333333333333, 'Low Risk'),
(145121, 66, 15, '13:46.1', 37.30787660806794, 96.29672298553274, 129, 86, 66, 'Female', 97.77108338677625, 1.5636845186931072, 0.14503260878732435, 43, 39.98638605906187, 100.33333333333333, 'High Risk'),
(145122, 81, 16, '12:46.1', 37.257920519995544, 98.94484654461465, 117, 72, 34, 'Female', 66.48627389079027, 1.9822455752401629, 0.081205706, 45, 16.920651475973795, 87, 'High Risk'),
(145123, 89, 16, '11:46.1', 36.55105526, 95.62171339122418, 117, 86, 72, 'Male', 56.36343400036106, 1.531003854251424, 0.13585250421444434, 31, 24.04611263, 96.33333333333333, 'Low Risk'),
(145124, 97, 12, '10:46.1', 36.33355288410932, 97.96396230830615, 137, 86, 38, 'Male', 74.22436735218618, 1.577709403073973, 0.1332732398932478, 51, 29.818958924251685, 103, 'High Risk'),
(145125, 97, 19, '09:46.1', 36.98218797128425, 98.14608506667167, 116, 70, 19, 'Male', 96.72718448264808, 1.8928720848793954, 0.058681782, 46, 26.99640989497655, 85.33333333333333, 'High Risk'),
(145126, 82, 18, '08:46.1', 37.420945161111646, 96.83820686750646, 134, 87, 48, 'Male', 59.195207246708094, 1.6471083159185307, 0.091711802, 47, 21.81937094503792, 102.66666666666667, 'Low Risk'),
(145127, 92, 18, '07:46.1', 37.40162014438892, 95.55191200819068, 126, 84, 27, 'Male', 82.33946268180802, 1.6560653297161367, 0.077601126, 42, 30.02293170176704, 98, 'High Risk'),
(145128, 71, 19, '06:46.1', 36.58240472419236, 99.82526088294084, 125, 89, 48, 'Female', 54.148267599850534, 1.9842754603231079, 0.1238252942824088, 36, 13.752468016180707, 101, 'High Risk'),
(145129, 86, 17, '05:46.1', 36.86214381558397, 97.72893787673326, 126, 73, 78, 'Male', 78.41657791, 1.8689491671052232, 0.050686906, 53, 22.449822271997544, 90.66666666666666, 'Low Risk'),
(145130, 91, 13, '04:46.1', 36.393474999834275, 98.28276439563672, 112, 89, 35, 'Female', 92.45597389208777, 1.6205911609285324, 0.069159976, 23, 35.203678487351205, 96.66666666666667, 'High Risk'),
(145131, 90, 15, '03:46.1', 36.86733246822284, 97.67639966345318, 112, 88, 36, 'Male', 55.33992867109745, 1.7977953080050098, 0.056806973, 24, 17.122142601449777, 96, 'High Risk'),
(145132, 69, 16, '02:46.1', 36.15592059684642, 95.97612249, 126, 80, 69, 'Female', 96.59295301936498, 1.5374382950129069, 0.1330752235556514, 46, 40.864863688597076, 95.33333333333333, 'High Risk'),
(145133, 97, 14, '01:46.1', 36.22412293705325, 96.61434107, 114, 75, 56, 'Male', 86.82542840109633, 1.750572067204499, 0.10239521282992053, 39, 28.33263364313417, 88, 'High Risk'),
(145134, 84, 15, '00:46.1', 37.325549029761966, 99.97816833470584, 130, 85, 42, 'Female', 97.37276117424929, 1.9291491691200484, 0.074806638, 45, 26.164103887887194, 100, 'Low Risk'),
(145135, 62, 14, '59:46.1', 37.40700096644325, 96.19818330879036, 131, 72, 84, 'Female', 97.43627556875398, 1.731726539540007, 0.12450521309264961, 59, 32.49092304059975, 91.66666666666666, 'High Risk'),
(145136, 94, 13, '58:46.1', 36.81503488675917, 98.56777624, 136, 72, 26, 'Female', 86.85109991447743, 1.6182333381134677, 0.14425564162419174, 64, 33.16599529174985, 93.33333333333333, 'High Risk'),
(145137, 94, 12, '57:46.1', 36.135782139569855, 96.80904433334351, 139, 71, 38, 'Female', 91.06068767722988, 1.904999091201475, 0.10025552128380788, 68, 25.09235250791639, 93.66666666666666, 'High Risk'),
(145138, 91, 18, '56:46.1', 36.460580654940216, 95.63892498437325, 114, 82, 69, 'Female', 79.65507253721731, 1.7194088631018885, 0.069526074, 32, 26.943568538088982, 92.66666666666667, 'High Risk'),
(145139, 82, 14, '55:46.1', 36.109736998206536, 96.46838783310332, 133, 78, 78, 'Male', 87.06316223239118, 1.6508978331974613, 0.11364448654831434, 55, 31.944349010749644, 96.33333333333333, 'High Risk'),
(145140, 63, 15, '54:46.1', 37.23237534553434, 99.03758325, 112, 88, 19, 'Male', 79.68907348171862, 1.7920181110855953, 0.082865991, 24, 24.814983361618317, 96, 'Low Risk'),
(145141, 66, 19, '53:46.1', 36.06518982217414, 96.94939486933856, 130, 77, 68, 'Male', 57.86435919231838, 1.5298329146484448, 0.078519917, 53, 24.724251162494276, 94.66666666666666, 'Low Risk'),
(145142, 74, 16, '52:46.1', 37.19304416689908, 96.40511599777972, 126, 75, 78, 'Female', 69.42226008, 1.995640163300319, 0.060405932, 51, 17.431480594573397, 92, 'High Risk'),
(145143, 72, 14, '51:46.1', 36.42201638738089, 98.79673733329777, 134, 87, 50, 'Female', 69.73037139606271, 1.796978392943657, 0.060445742, 47, 21.594157670413203, 102.66666666666667, 'Low Risk'),
(145144, 69, 16, '50:46.1', 36.511443642242305, 99.10850260166832, 112, 77, 26, 'Male', 55.83423675659108, 1.6708849681253053, 0.084947979, 35, 19.998963135293153, 88.66666666666667, 'Low Risk'),
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(145321, 98, 18, '53:46.1', 36.03488531512818, 98.14734422977804, 127, 81, 43, 'Female', 69.27823321808542, 1.8978063676489858, 0.1307456980243324, 46, 19.235036046693203, 96.33333333333333, 'High Risk'),
(145322, 83, 16, '52:46.1', 36.83473793260058, 97.11440504, 125, 71, 56, 'Male', 50.85916825, 1.7616454942069666, 0.10419153287762847, 54, 16.388236351059536, 89, 'High Risk'),
(145323, 87, 13, '51:46.1', 36.55137103487969, 96.95832097590674, 121, 83, 26, 'Male', 88.19861241260975, 1.7434419590122052, 0.12633456111431357, 38, 29.01661617059439, 95.66666666666667, 'Low Risk'),
(145324, 82, 12, '50:46.1', 36.603370467156715, 97.42477257349651, 136, 77, 40, 'Female', 92.83131625, 1.8024916802151247, 0.099195832, 59, 28.572482190821738, 96.66666666666666, 'Low Risk'),
(145325, 90, 19, '49:46.1', 36.29994909065602, 96.02823249007838, 134, 73, 65, 'Male', 86.33324342780547, 1.6494642933201054, 0.11757723336756692, 61, 31.731618179183663, 93.33333333333333, 'High Risk'),
(145326, 66, 19, '48:46.1', 37.41757896892926, 98.13711105851736, 127, 70, 47, 'Female', 52.71370091163904, 1.9996569380092795, 0.1027269086783208, 57, 13.182947408210874, 89, 'High Risk'),
(145327, 98, 14, '47:46.1', 36.555350740680886, 95.37181011742419, 124, 86, 31, 'Male', 55.613533395005184, 1.5838407558162921, 0.14081279955026205, 38, 22.169579740736673, 98.66666666666667, 'High Risk'),
(145328, 62, 16, '46:46.1', 36.19172160644938, 95.10121012648959, 137, 74, 44, 'Male', 88.68302646275664, 1.9987051065458858, 0.10941117487059926, 63, 22.199493288488213, 95, 'Low Risk'),
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(145330, 70, 18, '44:46.1', 36.347233995022805, 98.62374341735695, 134, 81, 51, 'Female', 99.60812409, 1.9348470153722954, 0.11993561943509014, 53, 26.607342334840194, 98.66666666666666, 'Low Risk'),
(145331, 99, 13, '43:46.1', 36.43962240598018, 95.31281048350365, 123, 82, 53, 'Male', 60.96099010942756, 1.586963801515883, 0.11842774083160926, 41, 24.205718076100542, 95.66666666666667, 'High Risk'),
(145332, 92, 14, '42:46.1', 37.15266105473678, 96.47142262966133, 111, 86, 67, 'Male', 64.50455526980068, 1.9653326848072483, 0.066702736, 25, 16.700067697778504, 94.33333333333333, 'High Risk'),
(145333, 93, 19, '41:46.1', 36.049037604959494, 96.58825595167863, 121, 81, 49, 'Male', 99.92121155252204, 1.6135311508246266, 0.1298156954537103, 40, 38.37982433540324, 94.33333333333333, 'High Risk'),
(145334, 91, 14, '40:46.1', 36.231112976890344, 98.96746648672766, 119, 76, 19, 'Male', 59.20641985645844, 1.9014631184615862, 0.1167669160097513, 43, 16.375440389619033, 90.33333333333333, 'High Risk'),
(145335, 70, 14, '39:46.1', 36.11751352912602, 98.60349930553333, 129, 76, 49, 'Female', 69.42950581, 1.5651965102688223, 0.11377288024740768, 53, 28.340423265654938, 93.66666666666666, 'Low Risk'),
(145336, 79, 12, '38:46.1', 36.110050062730004, 97.68214282140215, 118, 73, 23, 'Female', 72.76719787493434, 1.7026041789944362, 0.1255158818995478, 45, 25.10199630740755, 88, 'Low Risk'),
(145337, 99, 18, '37:46.1', 37.39670749397883, 99.55600286464279, 124, 89, 53, 'Female', 65.91437469806522, 1.8366738246699101, 0.07658319, 35, 19.539617733417973, 100.66666666666667, 'High Risk'),
(145338, 92, 16, '36:46.1', 36.12338261441942, 99.99677624816319, 136, 83, 53, 'Female', 65.52627582877402, 1.6416426398111024, 0.12147103207828996, 53, 24.314102200588618, 100.66666666666666, 'High Risk'),
(145339, 99, 15, '35:46.1', 36.84917386487043, 99.44975348343243, 118, 75, 79, 'Male', 62.195114411898274, 1.7942440151470769, 0.14872430197751652, 43, 19.31938328, 89.33333333333333, 'High Risk'),
(145340, 95, 13, '34:46.1', 36.65305835843957, 96.44166602505237, 119, 86, 58, 'Male', 73.28360133244273, 1.722028928573975, 0.10039142588599201, 33, 24.713025515536618, 97, 'High Risk'),
(145341, 73, 17, '33:46.1', 36.168357468421206, 99.98166166928348, 134, 72, 18, 'Male', 80.63779632029417, 1.9258677789963239, 0.05230618, 62, 21.74131039596015, 92.66666666666666, 'Low Risk'),
(145342, 76, 19, '32:46.1', 36.39609036869338, 98.57929011466948, 117, 89, 88, 'Female', 58.06411782245131, 1.9836848795935287, 0.061793516, 28, 14.755790010648415, 98.33333333333333, 'High Risk'),
(145343, 90, 12, '31:46.1', 36.73922507535165, 97.58068434294098, 113, 71, 38, 'Female', 96.60851764192769, 1.829344190021978, 0.098690986, 42, 28.86852319206577, 85, 'Low Risk'),
(145344, 66, 13, '30:46.1', 37.25085280420381, 98.66349106884918, 111, 71, 67, 'Male', 95.16097470212978, 1.8967952764039056, 0.077280503, 40, 26.449530223402128, 84.33333333333333, 'Low Risk'),
(145345, 88, 15, '29:46.1', 36.43699460969728, 98.91396665563852, 128, 71, 45, 'Male', 90.81031817467456, 1.746040801947855, 0.094532814, 57, 29.786976373002446, 90, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(145347, 69, 14, '27:46.1', 36.69689072358464, 96.53257697358003, 119, 83, 41, 'Female', 91.81514846743192, 1.8147201258399945, 0.097102606, 36, 27.88014508038313, 95, 'Low Risk'),
(145348, 60, 19, '26:46.1', 36.38336756133855, 95.22665368435348, 129, 87, 42, 'Male', 77.20401539679631, 1.6920443278493391, 0.08817406, 42, 26.965992900159033, 101, 'Low Risk'),
(145349, 92, 13, '25:46.1', 36.620570756012945, 95.59420713, 120, 77, 49, 'Female', 75.74077183148324, 1.8561354795703386, 0.12862336647085593, 43, 21.984185603018787, 91.33333333333333, 'High Risk'),
(145350, 84, 14, '24:46.1', 36.05399849620297, 96.81993122690253, 136, 72, 46, 'Male', 59.90907177838661, 1.874723811842723, 0.07899746, 64, 17.04582398103114, 93.33333333333333, 'High Risk'),
(145351, 78, 13, '23:46.1', 36.32821959498852, 95.38925686483071, 138, 84, 27, 'Female', 73.61757864465316, 1.900666161597379, 0.13971672855344713, 54, 20.37838877042975, 102, 'Low Risk'),
(145352, 66, 18, '22:46.1', 36.87139881341552, 98.28303060654372, 111, 79, 52, 'Male', 80.49473398503841, 1.7689179043843541, 0.12634750010772455, 32, 25.72480633968868, 89.66666666666667, 'Low Risk'),
(145353, 85, 17, '21:46.1', 36.23578182261135, 98.23725909559163, 119, 86, 70, 'Male', 59.55113299978451, 1.722075837286866, 0.054821427523451184, 33, 20.081006761691107, 97, 'Low Risk'),
(145354, 98, 15, '20:46.1', 37.21419881429886, 95.20241585, 112, 78, 44, 'Female', 60.21205767135015, 1.5505454871989428, 0.10182668927551441, 34, 25.044619982683443, 89.33333333333333, 'High Risk'),
(145355, 99, 19, '19:46.1', 36.12898249139992, 97.75254024, 111, 89, 76, 'Male', 86.72719823440636, 1.834314860484752, 0.14309867785773445, 22, 25.775526648140453, 96.33333333333333, 'High Risk'),
(145356, 87, 18, '18:46.1', 36.13536819574619, 96.39016913547269, 112, 78, 82, 'Male', 73.37142001690367, 1.633689969909768, 0.12304200551658602, 34, 27.490816505670868, 89.33333333333333, 'Low Risk'),
(145357, 74, 19, '17:46.1', 36.282920663586324, 98.19910098702033, 119, 78, 84, 'Male', 63.890071158712644, 1.6434146875319562, 0.14745479526702138, 41, 23.655876476149192, 91.66666666666667, 'Low Risk'),
(145358, 78, 12, '16:46.1', 36.32498377244615, 97.34381209136676, 137, 79, 18, 'Male', 92.92031381767278, 1.7978006137368707, 0.062636703, 58, 28.749322797797582, 98.33333333333333, 'Low Risk'),
(145359, 76, 18, '15:46.1', 36.653917847638354, 97.06701230681969, 129, 83, 43, 'Male', 67.12070197909969, 1.8652564903213924, 0.069773422, 46, 19.29209403988554, 98.33333333333333, 'Low Risk'),
(145360, 69, 15, '14:46.1', 36.00548049780756, 97.85137112855233, 123, 82, 81, 'Female', 88.24193335, 1.7461220940072066, 0.086344639, 41, 28.941817432478818, 95.66666666666667, 'Low Risk'),
(145361, 62, 16, '13:46.1', 37.348809770023976, 98.95192091090125, 127, 81, 67, 'Female', 73.08345811617443, 1.9144924661992462, 0.055677467, 46, 19.93938529622608, 96.33333333333333, 'Low Risk'),
(145362, 77, 13, '12:46.1', 37.413421483003006, 98.43350126482184, 134, 79, 68, 'Male', 65.85506584061352, 1.928326004681101, 0.13771145830212855, 55, 17.71039600921699, 97.33333333333333, 'High Risk'),
(145363, 74, 12, '11:46.1', 36.531978102459206, 95.382995, 132, 73, 23, 'Male', 56.91408452024515, 1.662304807259352, 0.098118221, 59, 20.59673744173625, 92.66666666666666, 'Low Risk'),
(145364, 90, 19, '10:46.1', 37.43826544808772, 98.28652071139841, 127, 86, 87, 'Male', 81.77833777744115, 1.973982406615593, 0.079283919, 41, 20.987065772177385, 99.66666666666667, 'Low Risk'),
(145365, 66, 19, '09:46.1', 36.936203333279266, 95.18958586248122, 117, 84, 63, 'Female', 62.823970189444154, 1.926589522707223, 0.092473268, 33, 16.925713684255822, 95, 'High Risk'),
(145366, 63, 17, '08:46.1', 36.46596829949044, 96.30133775547549, 129, 88, 48, 'Male', 63.46009823684428, 1.761763649, 0.1157442326834979, 41, 20.445863180638955, 101.66666666666667, 'Low Risk'),
(145367, 91, 13, '07:46.1', 37.00416476182602, 98.38001456021165, 126, 86, 58, 'Female', 79.23797269765831, 1.7246235158693504, 0.11192129489286917, 40, 26.64064580177194, 99.33333333333333, 'High Risk'),
(145368, 78, 18, '06:46.1', 36.09148409300649, 95.91117040364183, 136, 75, 59, 'Female', 61.62070685191511, 1.548158304597214, 0.13673301266240928, 61, 25.709636853649197, 95.33333333333333, 'Low Risk'),
(145369, 70, 16, '05:46.1', 36.06063867890384, 98.78603246, 124, 87, 37, 'Female', 80.79307123156731, 1.9700128897484452, 0.13273789211467157, 37, 20.817855131711767, 99.33333333333333, 'Low Risk'),
(145370, 70, 16, '04:46.1', 36.165141645197316, 98.92937084032752, 122, 71, 80, 'Male', 54.98995151350856, 1.795815550465114, 0.11548405090079936, 51, 17.05139365947032, 88, 'High Risk'),
(145371, 85, 13, '03:46.1', 36.29652449791568, 95.28822904605846, 113, 79, 86, 'Female', 75.99218931224217, 1.7155835524269558, 0.10181690720176938, 34, 25.81934429096105, 90.33333333333333, 'Low Risk'),
(145372, 94, 15, '02:46.1', 36.88116226579267, 95.95851415974715, 119, 72, 82, 'Female', 78.13352385034784, 1.7097633875866352, 0.088625496, 47, 26.72793371781234, 87.66666666666667, 'High Risk'),
(145373, 93, 12, '01:46.1', 36.096211614084034, 95.60653445288088, 131, 89, 20, 'Female', 97.10769247831607, 1.7779887145131754, 0.075529933, 42, 30.718190846501713, 103, 'High Risk'),
(145374, 83, 14, '00:46.1', 36.95712660619397, 97.84478525355489, 135, 85, 88, 'Male', 91.75296242, 1.5756536716841183, 0.12651747908896374, 50, 36.95715773555908, 101.66666666666666, 'High Risk'),
(145375, 74, 12, '59:46.1', 37.337714744345426, 99.55515059867578, 128, 73, 67, 'Female', 65.15164573699764, 1.9716917174932305, 0.11493591964835986, 55, 16.758971650661444, 91.33333333333333, 'High Risk'),
(145376, 70, 16, '58:46.1', 37.32326520296019, 99.26747341098788, 111, 72, 80, 'Male', 79.35245878843332, 1.5742064173209898, 0.12090733704629804, 39, 32.021157831772925, 85, 'High Risk'),
(145377, 85, 14, '57:46.1', 37.11112916105451, 99.47791679709069, 120, 82, 43, 'Female', 93.44499528044841, 1.9995783707312382, 0.1330930496798699, 38, 23.371101721963857, 94.66666666666667, 'Low Risk'),
(145378, 64, 18, '56:46.1', 37.30127811244246, 96.53226663, 116, 77, 22, 'Male', 70.26885118186523, 1.851463718, 0.094331474, 39, 20.498988967153817, 90, 'Low Risk'),
(145379, 66, 14, '55:46.1', 36.558077227499375, 98.25423237, 123, 85, 22, 'Male', 91.71566326681184, 1.9536230694021097, 0.061505338615495814, 38, 24.03045318324136, 97.66666666666667, 'Low Risk'),
(145380, 74, 14, '54:46.1', 37.25926847578193, 95.62788534242362, 114, 85, 28, 'Male', 65.96945367722294, 1.7852452537682493, 0.096080192, 29, 20.698892700132564, 94.66666666666667, 'Low Risk'),
(145381, 70, 12, '53:46.1', 36.52790553869095, 98.49734758800824, 111, 81, 23, 'Male', 90.31304705957564, 1.7433172112867308, 0.14240015069716344, 30, 29.716500164004014, 91, 'Low Risk'),
(145382, 97, 18, '52:46.1', 36.57198178242284, 95.92287149407991, 138, 80, 27, 'Male', 86.90574014502137, 1.8284225414690825, 0.11458008501935785, 58, 25.99532964507701, 99.33333333333333, 'High Risk'),
(145383, 84, 18, '51:46.1', 37.424365862084855, 99.08525540646677, 116, 72, 45, 'Female', 98.50154969, 1.6942059034332217, 0.12541090236789543, 44, 34.31710801907892, 86.66666666666667, 'High Risk'),
(145384, 97, 13, '50:46.1', 36.73791691412976, 98.43833722, 114, 85, 78, 'Male', 61.81602998617109, 1.5387860905945245, 0.096230574, 29, 26.106256813600446, 94.66666666666667, 'High Risk'),
(145385, 77, 15, '49:46.1', 37.130321939748995, 96.33549722433705, 131, 88, 32, 'Male', 92.05495320424629, 1.7466565021952671, 0.12543173776468625, 43, 30.17394898, 102.33333333333333, 'High Risk'),
(145386, 94, 18, '48:46.1', 36.84021335962228, 99.85779403, 135, 71, 75, 'Female', 98.39401600954355, 1.5944658741684332, 0.13537514977801118, 64, 38.70242963184406, 92.33333333333333, 'High Risk'),
(145387, 68, 17, '47:46.1', 37.069321109825495, 97.14884142445639, 127, 78, 53, 'Male', 93.61610586072781, 1.8856119277264634, 0.056684981, 49, 26.32970167513131, 94.33333333333333, 'Low Risk'),
(145388, 95, 14, '46:46.1', 37.399059656756314, 95.11686303555605, 115, 72, 45, 'Female', 74.68096827374104, 1.938466173411593, 0.13051980458687956, 43, 19.874375288649706, 86.33333333333333, 'High Risk'),
(145389, 82, 14, '45:46.1', 36.57358267960334, 95.98595786, 137, 82, 22, 'Male', 67.46918220355978, 1.9021455936446143, 0.061032336318699004, 55, 18.64738489169873, 100.33333333333333, 'Low Risk'),
(145390, 65, 13, '44:46.1', 36.426752473378805, 97.11648397556161, 139, 81, 34, 'Male', 67.17940634405919, 1.9241471513796178, 0.10156672175790918, 58, 18.145109669335184, 100.33333333333333, 'High Risk'),
(145391, 73, 12, '43:46.1', 37.353421962600464, 96.63332743247378, 118, 71, 54, 'Male', 79.82993817, 1.5012516465829504, 0.06867661, 47, 35.420835366866974, 86.66666666666667, 'High Risk'),
(145392, 79, 15, '42:46.1', 36.14726445260558, 98.79518703, 114, 82, 65, 'Male', 62.93154128862648, 1.800763409142582, 0.078196941, 32, 19.40685020299219, 92.66666666666667, 'Low Risk'),
(145393, 96, 13, '41:46.1', 37.03553939931719, 97.84599810753137, 119, 86, 47, 'Female', 61.24226732636702, 1.797116856753326, 0.073160105, 33, 18.962632360105857, 97, 'High Risk'),
(145394, 83, 19, '40:46.1', 36.794987089282415, 98.78027366080337, 133, 74, 68, 'Female', 85.86682042684963, 1.6871684993044611, 0.10787558509088604, 59, 30.165356707242772, 93.66666666666666, 'High Risk'),
(145395, 98, 17, '39:46.1', 36.719908326531986, 95.94501653755721, 110, 87, 55, 'Female', 78.89675792502615, 1.5246391252697604, 0.11933192619116663, 23, 33.94103146879702, 94.66666666666667, 'High Risk'),
(145396, 64, 16, '38:46.1', 36.07305119102483, 97.91313795538835, 116, 81, 20, 'Male', 88.23761909686243, 1.7898815435838482, 0.089150431, 35, 27.542616902492345, 92.66666666666667, 'Low Risk'),
(145397, 89, 12, '37:46.1', 37.117958747992795, 96.19199890590984, 134, 86, 83, 'Male', 88.33629847845813, 1.9044403881423784, 0.055921487, 48, 24.35591394684584, 102, 'Low Risk'),
(145398, 68, 14, '36:46.1', 36.489736820275354, 98.03844837120336, 113, 85, 27, 'Male', 61.69499587118297, 1.5065276181704665, 0.050300468, 28, 27.18289728474159, 94.33333333333333, 'Low Risk'),
(145399, 66, 12, '35:46.1', 37.36105873120202, 99.68127903943855, 130, 76, 88, 'Male', 62.630985991841584, 1.668396079964734, 0.094438748, 54, 22.50043566735748, 94, 'Low Risk'),
(145400, 71, 19, '34:46.1', 37.12293296900821, 95.71027497914217, 115, 74, 64, 'Male', 72.63848708, 1.652514185680935, 0.063133462, 41, 26.59967911142462, 87.66666666666667, 'Low Risk'),
(145401, 64, 13, '33:46.1', 36.455591224734164, 95.50207056265194, 126, 81, 76, 'Male', 90.16765931339131, 1.8709687204546872, 0.11402610176455746, 45, 25.758332331415946, 96, 'Low Risk'),
(145402, 69, 18, '32:46.1', 37.03841665915337, 99.21579213302758, 135, 78, 37, 'Male', 66.22150399784134, 1.7635678578432903, 0.06406788, 57, 21.291913355331054, 97, 'Low Risk'),
(145403, 65, 16, '31:46.1', 36.39777817, 95.065841, 125, 75, 65, 'Female', 82.14881317298102, 1.7220046422347095, 0.13078768505850774, 50, 27.703373523354927, 91.66666666666666, 'Low Risk'),
(145404, 79, 19, '30:46.1', 36.33130547654847, 99.47707569, 115, 88, 84, 'Female', 56.46919144884615, 1.7697385333151574, 0.097909766, 27, 18.02990154490277, 97, 'High Risk'),
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(145581, 81, 12, '33:46.1', 36.465888508628474, 98.30237206460555, 137, 89, 72, 'Male', 61.32076696777816, 1.5003307248152273, 0.055289508947862775, 48, 27.241660226213707, 105, 'Low Risk'),
(145582, 74, 19, '32:46.1', 37.240877883448505, 97.32454559447451, 129, 87, 39, 'Male', 59.568843651508224, 1.8700919526063178, 0.083920945, 42, 17.03308238258365, 101, 'High Risk'),
(145583, 68, 14, '31:46.1', 36.573626612953106, 97.35409894046592, 110, 73, 45, 'Female', 56.734299178585914, 1.901465647717328, 0.099529978, 37, 15.691654130238842, 85.33333333333333, 'High Risk'),
(145584, 85, 15, '30:46.1', 37.37143910142562, 99.43577021922847, 137, 78, 26, 'Male', 59.734658858470695, 1.6036790511346726, 0.087446717, 59, 23.22691206310399, 97.66666666666666, 'Low Risk'),
(145585, 99, 12, '29:46.1', 37.11935389076254, 96.37131455382749, 125, 88, 48, 'Male', 56.01516082702358, 1.9897726268983127, 0.070395698, 37, 14.148118321188528, 100.33333333333333, 'High Risk'),
(145586, 87, 12, '28:46.1', 36.213100869138025, 98.94448496118996, 115, 77, 48, 'Male', 73.40482592043111, 1.8872658076267852, 0.13747309866242585, 38, 20.60907357585792, 89.66666666666667, 'Low Risk'),
(145587, 68, 13, '27:46.1', 36.809047124601214, 96.66775549, 125, 79, 63, 'Male', 55.76256167923893, 1.8228857483656524, 0.056798655, 46, 16.781231071098336, 94.33333333333333, 'High Risk'),
(145588, 70, 19, '26:46.1', 37.398389411507516, 98.42326126153571, 114, 88, 30, 'Male', 72.79624854295533, 1.6114095055620345, 0.091937848, 26, 28.034780282609592, 96.66666666666667, 'Low Risk'),
(145589, 67, 13, '25:46.1', 36.45847500942556, 95.44720628011115, 113, 84, 74, 'Male', 85.19266169467949, 1.5443798506300344, 0.064916793, 29, 35.718559319574915, 93.66666666666667, 'High Risk'),
(145590, 72, 17, '24:46.1', 36.35269728789816, 96.76187971530564, 117, 89, 25, 'Male', 81.29567576335938, 1.5290472708297493, 0.14394562306496722, 28, 34.77167578717981, 98.33333333333333, 'High Risk'),
(145591, 83, 17, '23:46.1', 37.283604058686386, 95.19933998643984, 112, 72, 57, 'Female', 79.03134472775623, 1.6793123160522658, 0.08071207, 40, 28.024406595407903, 85.33333333333333, 'Low Risk'),
(145592, 85, 15, '22:46.1', 36.79414240899012, 98.62254657355362, 124, 85, 55, 'Female', 90.61192949434073, 1.5053207941263906, 0.079779506, 39, 39.98777654519309, 98, 'High Risk'),
(145593, 73, 19, '21:46.1', 36.59093352079792, 96.06920377377286, 115, 88, 59, 'Female', 51.19608114192271, 1.7099123709441248, 0.141824557, 27, 17.510115467315593, 97, 'High Risk'),
(145594, 98, 15, '20:46.1', 36.903594855923735, 96.37212910287133, 127, 74, 21, 'Female', 94.86967026946252, 1.8435089228230912, 0.14078736505104855, 53, 27.914953140936284, 91.66666666666666, 'High Risk'),
(145595, 81, 13, '19:46.1', 37.25561453347968, 95.48648844090276, 131, 82, 32, 'Male', 53.23576240568336, 1.9565067593043546, 0.13960139767981106, 49, 13.907234345588034, 98.33333333333333, 'High Risk'),
(145596, 80, 16, '18:46.1', 36.444057089390164, 95.69568611321088, 111, 88, 30, 'Male', 63.235769935540624, 1.9483576838265375, 0.12162378840131458, 23, 16.658098797914175, 95.66666666666667, 'High Risk'),
(145597, 77, 15, '17:46.1', 36.746226065488386, 98.17861550416691, 125, 76, 27, 'Female', 63.98050579339762, 1.5567873575775555, 0.08391737, 49, 26.399097308268697, 92.33333333333333, 'Low Risk'),
(145598, 85, 18, '16:46.1', 36.20782510630339, 96.75086995230565, 110, 80, 56, 'Female', 71.88558393788016, 1.6737470579670637, 0.10001146474688141, 30, 25.66032494316305, 90, 'Low Risk'),
(145599, 86, 17, '15:46.1', 36.26429807288924, 98.98549475, 117, 89, 62, 'Female', 53.38048975881466, 1.697929792945055, 0.054227627843639686, 28, 18.515826236827134, 98.33333333333333, 'Low Risk'),
(145600, 76, 13, '14:46.1', 36.209967974999884, 97.86959514652952, 137, 85, 37, 'Female', 70.03279472592007, 1.920638285715356, 0.059232132, 52, 18.984986562411247, 102.33333333333333, 'Low Risk'),
(145601, 64, 13, '13:46.1', 36.14654639301088, 98.96611658, 139, 89, 65, 'Male', 98.28352828739179, 1.902763855953726, 0.12913769828563337, 50, 27.146319268166955, 105.66666666666666, 'Low Risk'),
(145602, 64, 19, '12:46.1', 36.88022713805228, 99.95175738046879, 127, 76, 62, 'Female', 61.366798639386985, 1.849658827854895, 0.11808852303650526, 51, 17.93701654055898, 93, 'High Risk'),
(145603, 75, 13, '11:46.1', 37.472983866695586, 98.01571689577592, 122, 74, 64, 'Male', 55.98376794796954, 1.914083685705771, 0.083926645, 48, 15.280595578324016, 90, 'High Risk'),
(145604, 84, 19, '10:46.1', 36.33844137109784, 99.08769871076667, 123, 74, 86, 'Female', 73.67809680956485, 1.8881683593716105, 0.07703299, 49, 20.66602581278097, 90.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(145606, 77, 17, '08:46.1', 36.254846574454774, 96.79916001926013, 135, 89, 31, 'Male', 70.88347242033427, 1.7794983952624397, 0.10932921416172146, 46, 22.38462293187826, 104.33333333333333, 'Low Risk'),
(145607, 60, 18, '07:46.1', 37.05751832542569, 97.94256391264895, 136, 84, 45, 'Male', 54.39713396223896, 1.646412159869196, 0.070160543, 52, 20.06775954123745, 101.33333333333333, 'Low Risk'),
(145608, 68, 12, '06:46.1', 37.080345656471565, 96.37535896863183, 114, 87, 30, 'Female', 62.20878572107084, 1.5577966698765822, 0.099677606, 27, 25.634814672057395, 96, 'Low Risk'),
(145609, 86, 13, '05:46.1', 36.83546680727378, 97.98717332723798, 117, 88, 21, 'Female', 66.03605046736071, 1.5115572104169317, 0.097668772, 29, 28.90226723, 97.66666666666667, 'Low Risk'),
(145610, 66, 17, '04:46.1', 36.62792385, 95.32165429235177, 134, 89, 32, 'Female', 68.87205236883966, 1.7919888048482713, 0.10017207190087937, 45, 21.44729081909505, 104, 'Low Risk'),
(145611, 86, 15, '03:46.1', 36.34815066, 96.86371934712095, 118, 73, 80, 'Female', 53.61311110917976, 1.5977388454995298, 0.13694867999457322, 45, 21.001940372037694, 88, 'Low Risk'),
(145612, 73, 19, '02:46.1', 36.337046046507645, 96.1933924, 114, 89, 57, 'Male', 94.95753961043212, 1.8297444937783576, 0.083945409, 25, 28.36276427376853, 97.33333333333333, 'Low Risk'),
(145613, 95, 16, '01:46.1', 36.60194412073844, 97.32007153245918, 134, 76, 32, 'Female', 54.19872834356876, 1.9192642264789637, 0.070677974, 58, 14.713620824042724, 95.33333333333333, 'High Risk'),
(145614, 99, 16, '00:46.1', 36.95113439398599, 99.66698885484752, 110, 83, 81, 'Female', 79.43030180965539, 1.8388458107745218, 0.1461081555699676, 27, 23.49067970626558, 92, 'High Risk'),
(145615, 68, 19, '59:46.1', 36.24709275707636, 96.60684562912911, 119, 84, 34, 'Male', 53.87253094, 1.8708992239397157, 0.076579091, 35, 15.39099118940559, 95.66666666666667, 'High Risk'),
(145616, 83, 17, '58:46.1', 36.53751151616419, 97.13181344519568, 134, 82, 82, 'Female', 72.47621851758232, 1.9996398000692162, 0.060005216, 52, 18.125582875171272, 99.33333333333333, 'High Risk'),
(145617, 79, 19, '57:46.1', 36.48618629471939, 96.85624071999169, 127, 82, 71, 'Female', 81.32694340637235, 1.573925764997265, 0.12798287066211617, 45, 32.829627911600234, 97, 'High Risk'),
(145618, 84, 12, '56:46.1', 36.21793611, 98.29927148391593, 130, 84, 79, 'Male', 87.14385970776273, 1.9881646723408013, 0.1084746421896176, 46, 22.04611590497318, 99.33333333333333, 'Low Risk'),
(145619, 94, 18, '55:46.1', 36.518762001722436, 98.81464286, 132, 85, 22, 'Female', 96.84209146131052, 1.8561982829022143, 0.087643299, 47, 28.107060403256185, 100.66666666666667, 'High Risk'),
(145620, 72, 18, '54:46.1', 36.55009289454513, 95.44223179380275, 129, 77, 48, 'Female', 71.02118355728308, 1.994555897015411, 0.1271061047005127, 52, 17.85235366301669, 94.33333333333333, 'High Risk'),
(145621, 77, 12, '53:46.1', 37.10976990989461, 98.45100512804734, 129, 70, 31, 'Male', 55.69214878276206, 1.7314836403509928, 0.080081782, 59, 18.576213318530264, 89.66666666666666, 'Low Risk'),
(145622, 66, 19, '52:46.1', 36.690295811259816, 96.05748191, 138, 70, 71, 'Male', 98.97570287867168, 1.6101185785598846, 0.1356406335240078, 68, 38.17797350214058, 92.66666666666666, 'High Risk'),
(145623, 78, 15, '51:46.1', 36.16413770085856, 97.40170059954089, 123, 89, 40, 'Female', 88.24484478722553, 1.6321624886207533, 0.068410353, 34, 33.125508883699595, 100.33333333333333, 'High Risk'),
(145624, 96, 18, '50:46.1', 37.17881453236962, 97.42742039056162, 134, 71, 22, 'Female', 79.34866243624764, 1.882039756292035, 0.1213038063759655, 63, 22.401754002136283, 92, 'High Risk'),
(145625, 72, 14, '49:46.1', 37.150405171444945, 96.22255828763059, 126, 76, 33, 'Female', 75.29115133842409, 1.8155354001546176, 0.14433139304655132, 50, 22.842019372546908, 92.66666666666666, 'Low Risk'),
(145626, 70, 12, '48:46.1', 37.145974555295844, 96.15550105943296, 125, 84, 28, 'Female', 94.94165715075249, 1.8008473683226072, 0.1056061652969462, 41, 29.27541071901566, 97.66666666666667, 'Low Risk'),
(145627, 78, 13, '47:46.1', 36.941469832171556, 96.53091079253133, 127, 76, 81, 'Female', 77.0386143, 1.645271212567674, 0.083721068, 51, 28.45990622323363, 93, 'Low Risk'),
(145628, 89, 14, '46:46.1', 37.43655715913895, 98.89093170814074, 135, 77, 24, 'Male', 95.43466978, 1.5744474576040273, 0.097898434, 58, 38.49903388207215, 96.33333333333333, 'High Risk'),
(145629, 96, 12, '45:46.1', 36.15555965, 97.80218217915869, 137, 80, 67, 'Male', 77.44716585540357, 1.6613564729972365, 0.071620534, 57, 28.059496499369708, 99, 'High Risk'),
(145630, 98, 15, '44:46.1', 36.86113445, 99.67847380716131, 123, 78, 45, 'Male', 70.09462885002485, 1.8039234981873498, 0.071980464, 45, 21.54013936810207, 93, 'High Risk'),
(145631, 96, 12, '43:46.1', 37.460582281459835, 99.41627716331361, 131, 82, 47, 'Female', 68.75849919181009, 1.653031331888773, 0.11206214738637452, 49, 25.163104312579158, 98.33333333333333, 'High Risk'),
(145632, 97, 16, '42:46.1', 37.26287635320857, 96.53266185033645, 126, 88, 56, 'Male', 97.57933547228936, 1.5080232547430832, 0.071193577, 38, 42.90834647406755, 100.66666666666667, 'High Risk'),
(145633, 86, 19, '41:46.1', 36.69592769998848, 98.74606465466482, 134, 79, 20, 'Female', 88.64650954851155, 1.749861006642588, 0.068714817, 55, 28.950397611292342, 97.33333333333333, 'Low Risk'),
(145634, 65, 12, '40:46.1', 36.25934713120908, 96.11068989810134, 117, 89, 25, 'Female', 61.581425719927665, 1.5384367940550945, 0.11871532241924157, 28, 26.01898933172004, 98.33333333333333, 'Low Risk'),
(145635, 91, 15, '39:46.1', 36.28440460112065, 97.02185410854769, 118, 74, 47, 'Female', 88.03283176, 1.9108647790597721, 0.055644307, 44, 24.10930887112908, 88.66666666666667, 'High Risk'),
(145636, 77, 18, '38:46.1', 36.00119183402741, 96.80754726, 135, 73, 61, 'Female', 54.466660677954906, 1.5668863194581242, 0.093461967, 62, 22.18481299711499, 93.66666666666666, 'Low Risk'),
(145637, 71, 17, '37:46.1', 37.40835365329967, 99.26582300766367, 130, 71, 32, 'Male', 78.38286294038556, 1.8925949004542992, 0.13113962324855488, 59, 21.88294611539972, 90.66666666666666, 'Low Risk'),
(145638, 72, 19, '36:46.1', 36.769922830566365, 97.71980806274442, 132, 80, 45, 'Male', 79.60678477092281, 1.9859191001651633, 0.13762128456303901, 52, 20.184917469109795, 97.33333333333333, 'Low Risk'),
(145639, 69, 16, '35:46.1', 36.10258322199567, 99.58647273212144, 133, 80, 84, 'Male', 63.33325134712203, 1.5586375007402102, 0.10208008718586378, 53, 26.07003065035085, 97.66666666666666, 'Low Risk'),
(145640, 70, 13, '34:46.1', 36.530070611859514, 99.94903896767852, 110, 84, 21, 'Male', 69.98092214319593, 1.5201946627083855, 0.098559544, 26, 30.281769828804375, 92.66666666666667, 'High Risk'),
(145641, 67, 15, '33:46.1', 37.08048178388738, 95.61938943, 124, 75, 48, 'Female', 86.33599078469184, 1.9015588844296736, 0.081015495, 49, 23.87659101026266, 91.33333333333333, 'Low Risk'),
(145642, 98, 19, '32:46.1', 36.36350336744349, 98.75919644661423, 135, 80, 49, 'Male', 62.38242619373034, 1.6042223252631316, 0.06651709, 55, 24.240029809747362, 98.33333333333333, 'High Risk'),
(145643, 72, 18, '31:46.1', 36.24094195220448, 97.46792633309167, 131, 81, 83, 'Male', 61.267395527955486, 1.728240712621346, 0.11174036760060241, 50, 20.51261153443353, 97.66666666666666, 'Low Risk'),
(145644, 80, 18, '30:46.1', 37.13830014927498, 98.65949251, 123, 82, 22, 'Female', 77.50380258537895, 1.5730987303699353, 0.1443704267045839, 41, 31.31922810101198, 95.66666666666667, 'High Risk'),
(145645, 98, 16, '29:46.1', 36.59165953775796, 96.65451440601333, 132, 74, 74, 'Male', 52.84406994342067, 1.643931480099572, 0.13724465931371438, 58, 19.55369491162412, 93.33333333333333, 'High Risk'),
(145646, 79, 12, '28:46.1', 36.443757173463354, 98.27378641, 112, 75, 27, 'Male', 67.76127339043092, 1.6799101675090438, 0.051792374, 37, 24.01095542640699, 87.33333333333333, 'Low Risk'),
(145647, 92, 17, '27:46.1', 36.740581620518334, 95.35385363238882, 121, 70, 22, 'Male', 50.632318333775245, 1.7257964489621411, 0.11648337490723307, 51, 16.999990202208817, 87, 'High Risk'),
(145648, 62, 13, '26:46.1', 36.48834434, 99.45593599138225, 115, 72, 46, 'Male', 96.85750035631483, 1.9918415145343498, 0.056157991, 43, 24.413143122309375, 86.33333333333333, 'Low Risk'),
(145649, 60, 15, '25:46.1', 37.38124551315448, 98.23671599915572, 131, 71, 50, 'Male', 62.61109345578794, 1.5233746836607622, 0.12802853114077917, 60, 26.979743755179943, 91, 'Low Risk'),
(145650, 83, 12, '24:46.1', 36.73931502389155, 98.21669777, 123, 79, 71, 'Female', 67.03835412943373, 1.5857281104671208, 0.084053771, 44, 26.660352860004867, 93.66666666666667, 'Low Risk'),
(145651, 73, 18, '23:46.1', 36.22887904452247, 98.89607735808602, 132, 77, 41, 'Female', 72.50262404497398, 1.753787642, 0.079065258, 55, 23.572178106036628, 95.33333333333333, 'Low Risk'),
(145652, 90, 15, '22:46.1', 36.95072819710925, 95.61534347, 137, 81, 53, 'Female', 70.27412663886787, 1.9254908232210028, 0.12777059503696717, 56, 18.954509513496276, 99.66666666666666, 'Low Risk'),
(145653, 74, 17, '21:46.1', 36.967770559009494, 95.65512338792199, 131, 75, 82, 'Female', 98.93837756943655, 1.747514608455441, 0.077559498, 56, 32.39836952064918, 93.66666666666666, 'High Risk'),
(145654, 96, 16, '20:46.1', 37.30732859084488, 96.12706033403848, 132, 72, 29, 'Male', 79.91765152296148, 1.9819826219169145, 0.10605714423187276, 60, 20.344312986871078, 92, 'High Risk'),
(145655, 78, 12, '19:46.1', 36.05603629750165, 97.23080408024337, 114, 84, 54, 'Female', 61.883956656177254, 1.658630189558748, 0.1426277306325388, 30, 22.494634521220405, 94, 'Low Risk'),
(145656, 72, 13, '18:46.1', 37.29690013464485, 96.75819577384556, 131, 77, 84, 'Female', 66.63028044516562, 1.7798818216792256, 0.1381752079876002, 54, 21.032422927500203, 95, 'Low Risk'),
(145657, 92, 18, '17:46.1', 36.87699755871546, 98.6605445, 133, 74, 40, 'Female', 65.98154220645446, 1.6627479848083613, 0.1444313926833997, 59, 23.865448582204674, 93.66666666666666, 'High Risk'),
(145658, 91, 18, '16:46.1', 36.79319926927834, 97.53333168963333, 133, 76, 43, 'Female', 66.79984414, 1.9823724587208764, 0.13452953980077242, 57, 16.99827842090823, 95, 'High Risk'),
(145659, 72, 13, '15:46.1', 37.25365407237919, 99.08045424921502, 115, 86, 24, 'Male', 81.77397677514895, 1.5872928309254053, 0.091250283, 29, 32.45644947417913, 95.66666666666667, 'High Risk'),
(145660, 61, 18, '14:46.1', 37.300200320259165, 95.26357580382243, 114, 86, 78, 'Male', 54.041284834199566, 1.509273031845706, 0.078648689, 28, 23.724116161909073, 95.33333333333333, 'Low Risk'),
(145661, 79, 14, '13:46.1', 36.74492378, 97.69305986, 130, 77, 27, 'Male', 56.27149788805511, 1.8162312656345672, 0.11348343972047133, 53, 17.058709778920832, 94.66666666666666, 'High Risk'),
(145662, 84, 17, '12:46.1', 36.238336595133354, 99.85087892970711, 114, 88, 69, 'Male', 53.89539371, 1.6432945152462173, 0.12779838230900276, 26, 19.958175505097657, 96.66666666666667, 'Low Risk'),
(145663, 62, 16, '11:46.1', 36.34321065266035, 97.80160140501971, 124, 82, 34, 'Male', 78.67576330089247, 1.813169532776978, 0.09226181, 42, 23.931181431053115, 96, 'Low Risk'),
(145664, 78, 17, '10:46.1', 36.00625157, 95.02788205149393, 122, 79, 84, 'Male', 68.13738790152247, 1.8792083636046364, 0.068740643, 43, 19.294592344838403, 93.33333333333333, 'Low Risk'),
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(145841, 66, 13, '13:46.1', 36.235965547786904, 95.55575178040465, 135, 80, 59, 'Female', 50.19358957743893, 1.8274278821579895, 0.065817509, 55, 15.030303887530149, 98.33333333333333, 'High Risk'),
(145842, 78, 16, '12:46.1', 36.282441012549086, 96.38204295201862, 121, 79, 65, 'Female', 57.672183876526475, 1.980403943827029, 0.11765283852969516, 42, 14.704790183811776, 93, 'High Risk'),
(145843, 95, 17, '11:46.1', 36.66601574385505, 97.38801418707553, 137, 89, 53, 'Male', 52.29371775099324, 1.9697740353669009, 0.10993493347313359, 48, 13.477728437544933, 105, 'High Risk'),
(145844, 85, 16, '10:46.1', 36.044047457746565, 96.15187932, 134, 73, 25, 'Male', 67.14146771056082, 1.7813493119986281, 0.14091277159416732, 61, 21.15887875288304, 93.33333333333333, 'Low Risk'),
(145845, 84, 13, '09:46.1', 36.60642879979755, 97.64132104622355, 136, 87, 47, 'Male', 60.29282907, 1.5385463949551212, 0.097393924, 49, 25.47091042052198, 103.33333333333333, 'Low Risk'),
(145846, 72, 13, '08:46.1', 37.01037555384457, 95.45007158, 120, 87, 41, 'Male', 69.54731487, 1.7191769574911324, 0.051376084, 33, 23.53093607287588, 98, 'Low Risk'),
(145847, 81, 15, '07:46.1', 36.02917285610601, 95.80025072269993, 123, 72, 29, 'Male', 56.15567649377484, 1.7560431580133438, 0.068037705, 51, 18.210559652346856, 89, 'High Risk'),
(145848, 95, 16, '06:46.1', 36.21651649234717, 98.60303558480723, 134, 78, 37, 'Male', 84.53512044161599, 1.7186122737540854, 0.12274717382550236, 56, 28.62077290034624, 96.66666666666666, 'High Risk'),
(145849, 95, 18, '05:46.1', 36.231884002001394, 98.86491352750596, 124, 73, 23, 'Male', 64.53751742351211, 1.8366529515669434, 0.11942902384831829, 51, 19.131897839178272, 90, 'High Risk'),
(145850, 79, 18, '04:46.1', 36.645902457557774, 96.53524234922169, 121, 89, 86, 'Male', 54.53050745289132, 1.5410657171891606, 0.056882833, 32, 22.96133954638921, 99.66666666666667, 'Low Risk'),
(145851, 68, 12, '03:46.1', 36.60581764705884, 98.24349568684048, 116, 76, 89, 'Male', 67.59008459929998, 1.9136327395513244, 0.061001043, 40, 18.45719943683042, 89.33333333333333, 'High Risk'),
(145852, 90, 16, '02:46.1', 36.203312710461226, 97.10579177994245, 129, 85, 22, 'Female', 65.37544795021236, 1.9278840749783024, 0.076518972, 44, 17.589473733254284, 99.66666666666667, 'High Risk'),
(145853, 82, 13, '01:46.1', 37.01223280546328, 98.60915033069998, 126, 74, 82, 'Male', 63.836479147646635, 1.6756225645985663, 0.14697863703474318, 52, 22.736129047929094, 91.33333333333333, 'Low Risk'),
(145854, 81, 14, '00:46.1', 36.998794316920105, 95.41318279259681, 132, 79, 80, 'Female', 51.34684216636807, 1.8652748015751521, 0.11015150304744308, 53, 14.758019948598893, 96.66666666666666, 'High Risk'),
(145855, 90, 17, '59:46.1', 36.39771462548574, 98.58975286090238, 124, 77, 32, 'Female', 55.60647431458723, 1.896270981312278, 0.1429814848859391, 47, 15.464096875637008, 92.66666666666667, 'High Risk'),
(145856, 75, 15, '58:46.1', 36.00345173701733, 97.87517912720702, 139, 80, 47, 'Female', 59.16318445784855, 1.8029739917911483, 0.050158201, 59, 18.20005154049705, 99.66666666666666, 'High Risk'),
(145857, 85, 13, '57:46.1', 37.31467889607293, 97.46773372320112, 126, 89, 54, 'Female', 74.12219280146712, 1.5504765305941186, 0.066605531, 37, 30.833147842342125, 101.33333333333333, 'High Risk'),
(145858, 86, 14, '56:46.1', 36.20796570608736, 95.79363202320869, 112, 84, 74, 'Female', 81.47025876880943, 1.643256314926088, 0.11465855471899859, 28, 30.170914623043725, 93.33333333333333, 'High Risk'),
(145859, 79, 12, '55:46.1', 37.47158453210215, 99.27461982178546, 131, 80, 70, 'Female', 76.54952268275125, 1.8721269469448765, 0.09627915, 51, 21.840968783861054, 97, 'Low Risk'),
(145860, 92, 14, '54:46.1', 36.62674985667826, 95.96549349, 129, 87, 85, 'Female', 88.76747288664193, 1.6575763580414271, 0.084576929, 42, 32.30775409053658, 101, 'High Risk'),
(145861, 95, 15, '53:46.1', 37.19060452098483, 99.72761658056845, 118, 79, 42, 'Female', 74.15965622184976, 1.8420207665512296, 0.075706976, 39, 21.856401692096192, 92, 'High Risk'),
(145862, 75, 12, '52:46.1', 36.54365028398658, 95.06374304900739, 117, 86, 22, 'Male', 81.49504036234941, 1.8280306658577912, 0.06970603, 31, 24.387328335697973, 96.33333333333333, 'Low Risk'),
(145863, 97, 14, '51:46.1', 36.87406429, 98.22457317092656, 128, 84, 71, 'Female', 96.48145669660475, 1.9384786750520826, 0.14941555337074414, 44, 25.67567066128147, 98.66666666666667, 'High Risk'),
(145864, 96, 19, '50:46.1', 37.04029305854472, 97.73247427637233, 113, 73, 70, 'Male', 96.77687404056361, 1.8920133219899735, 0.10867031837339956, 40, 27.03480304303932, 86.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(145865, 95, 17, '49:46.1', 36.88303125890162, 97.59367523014144, 129, 85, 54, 'Female', 54.123006570388455, 1.8767958689160062, 0.058919715474451434, 44, 15.365540310318053, 99.66666666666667, 'High Risk'),
(145866, 60, 14, '48:46.1', 36.86763887144834, 95.49451988703679, 114, 76, 62, 'Female', 95.08381525012072, 1.8981125415644455, 0.11149764997128275, 38, 26.391415370936144, 88.66666666666667, 'Low Risk'),
(145867, 64, 12, '47:46.1', 36.78288926218556, 97.94794503869646, 137, 86, 29, 'Male', 53.11910177408114, 1.5460560861300061, 0.10791541948797982, 51, 22.222874475863218, 103, 'Low Risk'),
(145868, 80, 18, '46:46.1', 37.21572113922946, 96.09412819435006, 134, 73, 84, 'Male', 71.27662039225454, 1.6015584245104673, 0.12381080013082071, 61, 27.78827107439702, 93.33333333333333, 'Low Risk'),
(145869, 96, 15, '45:46.1', 36.02228627150268, 98.26161494, 116, 89, 45, 'Male', 82.84486068670529, 1.5115170140560559, 0.057341378, 27, 36.26097620201186, 98, 'High Risk'),
(145870, 89, 19, '44:46.1', 36.57658470416222, 95.64689537509244, 113, 85, 75, 'Female', 84.96956596557598, 1.9667775406994523, 0.14091490057879713, 28, 21.96609812197759, 94.33333333333333, 'Low Risk'),
(145871, 85, 15, '43:46.1', 36.42539598924361, 97.06612015617299, 116, 73, 55, 'Female', 86.36154104474328, 1.799301875548255, 0.11033717336326154, 43, 26.67548461505077, 87.33333333333333, 'Low Risk'),
(145872, 72, 19, '42:46.1', 37.15649515, 97.59274570521129, 129, 87, 27, 'Male', 51.336252310064616, 1.5753164397079107, 0.14093450208783753, 42, 20.686573009343658, 101, 'Low Risk'),
(145873, 62, 14, '41:46.1', 36.603839270555525, 97.79469125360048, 128, 71, 84, 'Male', 59.24563804720363, 1.9707784655670293, 0.13136527735381653, 57, 15.253895424192603, 90, 'High Risk'),
(145874, 81, 19, '40:46.1', 37.323870045764124, 98.69452916034341, 130, 77, 37, 'Male', 68.96728341011713, 1.6932589582217203, 0.1249112096369577, 53, 24.05450120616765, 94.66666666666666, 'Low Risk'),
(145875, 75, 16, '39:46.1', 36.03773445352333, 98.40661681779461, 132, 83, 62, 'Female', 57.337829370884506, 1.613452168198918, 0.1418615146537022, 49, 22.02566643952345, 99.33333333333333, 'Low Risk'),
(145876, 81, 16, '38:46.1', 37.347586731769454, 99.66721459671415, 135, 84, 51, 'Female', 72.67178168379982, 1.8672035096872488, 0.13989106836647575, 51, 20.844068792377374, 101, 'Low Risk'),
(145877, 66, 17, '37:46.1', 36.04049103354412, 99.72041805, 135, 76, 51, 'Female', 60.90403463818777, 1.7561629128537277, 0.079886174, 59, 19.747697276832422, 95.66666666666666, 'Low Risk'),
(145878, 79, 12, '36:46.1', 36.15140505, 96.88813148609471, 110, 71, 33, 'Male', 69.13395686279597, 1.6829564833137256, 0.075051846, 39, 24.40875574166031, 84, 'Low Risk'),
(145879, 62, 18, '35:46.1', 36.007054658101914, 95.73417022621753, 115, 84, 69, 'Male', 59.15904297078725, 1.7036431453843537, 0.12193612793655792, 31, 20.38280169762562, 94.33333333333333, 'Low Risk'),
(145880, 67, 16, '34:46.1', 36.12051133659767, 97.23879794029838, 137, 88, 63, 'Female', 94.65047382672284, 1.5191492030128286, 0.1312362186790903, 49, 41.01303722102537, 104.33333333333333, 'High Risk'),
(145881, 86, 15, '33:46.1', 36.77293092624517, 99.71940745999522, 120, 71, 43, 'Male', 56.06398594634093, 1.527623151448312, 0.095471793, 49, 24.024342358248035, 87.33333333333333, 'Low Risk'),
(145882, 87, 13, '32:46.1', 36.36740388540767, 99.91807868086492, 127, 75, 59, 'Female', 56.71009288481467, 1.623720669762303, 0.13079705072053996, 52, 21.50986675673745, 92.33333333333333, 'Low Risk'),
(145883, 60, 14, '31:46.1', 36.59026744373434, 97.70871725317559, 124, 72, 52, 'Male', 85.61032925690138, 1.9140030196483577, 0.089871412, 52, 23.36904313072346, 89.33333333333333, 'Low Risk'),
(145884, 69, 16, '30:46.1', 36.37427328906487, 99.19156999520014, 116, 81, 20, 'Female', 70.16343677787049, 1.7905587974933237, 0.091139347, 35, 21.884351427296444, 92.66666666666667, 'Low Risk'),
(145885, 89, 18, '29:46.1', 36.30774556040532, 99.65718992887957, 123, 71, 30, 'Male', 91.02175716584118, 1.7626933309959187, 0.10818361090594705, 52, 29.294877916551293, 88.33333333333333, 'Low Risk'),
(145886, 79, 13, '28:46.1', 36.31826923431646, 95.00837167244374, 111, 86, 64, 'Female', 50.522749215733434, 1.9833482203012949, 0.061134086, 25, 12.843666886793077, 94.33333333333333, 'High Risk'),
(145887, 99, 15, '27:46.1', 36.32675312232209, 95.14229120654728, 118, 72, 72, 'Male', 70.26737161, 1.9708698619599665, 0.086849621, 46, 18.08996855603156, 87.33333333333333, 'High Risk'),
(145888, 62, 19, '26:46.1', 36.033573889347565, 99.83549664128623, 135, 80, 18, 'Male', 88.9335754, 1.639581544632637, 0.10736085235129247, 55, 33.08260581313298, 98.33333333333333, 'High Risk'),
(145889, 78, 16, '25:46.1', 36.55681261, 97.05313037046088, 127, 82, 65, 'Male', 87.80385421136891, 1.9194357908468422, 0.07593935, 45, 23.83232445222182, 97, 'Low Risk'),
(145890, 80, 12, '24:46.1', 36.780057070612216, 96.68234788595232, 131, 85, 37, 'Female', 59.74650634357339, 1.5248511573495394, 0.14525161366762435, 46, 25.695531642877516, 100.33333333333333, 'Low Risk'),
(145891, 98, 15, '23:46.1', 36.51507865607652, 98.09937276823517, 124, 89, 73, 'Male', 82.40433059359299, 1.5619253778737672, 0.067884924, 35, 33.777653258116956, 100.66666666666667, 'High Risk'),
(145892, 96, 13, '22:46.1', 36.09634951069746, 98.13070844324135, 124, 81, 23, 'Female', 64.02350676508755, 1.8972391505573822, 0.12683064221558893, 43, 17.786696808648003, 95.33333333333333, 'High Risk'),
(145893, 93, 13, '21:46.1', 37.18502200441183, 95.21631816, 127, 84, 81, 'Male', 93.53321988507773, 1.7501219985650582, 0.1066229358143182, 43, 30.537201697572154, 98.33333333333333, 'High Risk'),
(145894, 60, 12, '20:46.1', 36.32016573435574, 97.62657860617692, 127, 75, 68, 'Male', 80.94768701399303, 1.7590311353951944, 0.099675224, 52, 26.16118370564855, 92.33333333333333, 'Low Risk'),
(145895, 77, 12, '19:46.1', 36.336897237572934, 98.91916954869312, 111, 70, 33, 'Male', 60.19376795491564, 1.757140939370968, 0.13606123406086812, 41, 19.49567762605696, 83.66666666666667, 'Low Risk'),
(145896, 92, 15, '18:46.1', 36.85625331873041, 97.95082479622559, 119, 70, 43, 'Male', 66.53206358065165, 1.9693426058795906, 0.07464575, 49, 17.15490985651678, 86.33333333333333, 'High Risk'),
(145897, 94, 19, '17:46.1', 36.80010869444169, 98.36638113828796, 115, 70, 31, 'Female', 67.34592735977091, 1.6539138978295056, 0.12292340750348221, 45, 24.619858038057522, 85, 'High Risk'),
(145898, 84, 12, '16:46.1', 36.57074734, 98.45272100123246, 130, 73, 18, 'Male', 60.30778126108101, 1.6918546961069203, 0.085427033, 57, 21.069160357889203, 92, 'Low Risk'),
(145899, 72, 18, '15:46.1', 36.52170742692206, 95.82413944852641, 128, 70, 41, 'Male', 98.59962755418252, 1.9447584779776146, 0.067057152, 58, 26.070173868948324, 89.33333333333333, 'Low Risk'),
(145900, 66, 12, '14:46.1', 36.54633490175963, 97.98709088574714, 116, 79, 52, 'Male', 68.83816719744044, 1.5768165001414878, 0.1313062186627323, 37, 27.686431749509214, 91.33333333333333, 'Low Risk'),
(145901, 95, 18, '13:46.1', 36.29172713955725, 97.18618584834906, 130, 71, 38, 'Male', 55.216530830447674, 1.5283341473743466, 0.078723621, 59, 23.63918415, 90.66666666666666, 'High Risk'),
(145902, 85, 16, '12:46.1', 37.16028125132882, 95.64912387285335, 127, 75, 37, 'Female', 93.47859643687171, 1.576180249488364, 0.080370455, 52, 37.62707165603734, 92.33333333333333, 'High Risk'),
(145903, 98, 18, '11:46.1', 36.950286459567806, 95.76037107088545, 113, 72, 45, 'Female', 91.58454897, 1.9667613738613472, 0.1469185828420509, 41, 23.676574544572077, 85.66666666666667, 'High Risk'),
(145904, 76, 16, '10:46.1', 36.07694409579043, 95.10992104303803, 132, 73, 86, 'Male', 82.76006704938848, 1.9584725308135509, 0.060604556356264896, 59, 21.57674180437644, 92.66666666666666, 'Low Risk'),
(145905, 64, 12, '09:46.1', 36.25405259171997, 98.05767938493166, 116, 70, 77, 'Male', 83.60106005378982, 1.7608225984094952, 0.11161442921305251, 46, 26.963767745223294, 85.33333333333333, 'Low Risk'),
(145906, 68, 12, '08:46.1', 36.94157082434834, 98.65270133302941, 114, 70, 19, 'Female', 76.15641323755904, 1.674622487140586, 0.11188593007928553, 44, 27.15642797413561, 84.66666666666667, 'Low Risk'),
(145907, 89, 16, '07:46.1', 36.40931377698843, 99.51181955026507, 119, 89, 20, 'Male', 66.20712146772846, 1.8044271922771489, 0.12426072485963459, 30, 20.334147981274683, 99, 'Low Risk'),
(145908, 75, 17, '06:46.1', 36.282429373255276, 99.63281346844823, 119, 78, 57, 'Female', 66.11361527214557, 1.9961891383414883, 0.091880753, 41, 16.591571764261065, 91.66666666666667, 'High Risk'),
(145909, 71, 13, '05:46.1', 36.605075153913845, 95.82265004679402, 115, 75, 35, 'Male', 62.64860226393178, 1.7855001722685986, 0.068580532, 40, 19.65131391124276, 88.33333333333333, 'Low Risk'),
(145910, 65, 13, '04:46.1', 36.83846929113553, 96.33485411, 135, 78, 48, 'Male', 89.09022603621028, 1.566876836892462, 0.11795717858944492, 57, 36.28777499, 97, 'High Risk'),
(145911, 90, 17, '03:46.1', 36.17600713298655, 98.67676895616583, 137, 82, 88, 'Female', 73.20825329026438, 1.7723790259679848, 0.091110275, 55, 23.304878382877845, 100.33333333333333, 'Low Risk'),
(145912, 68, 16, '02:46.1', 36.45019134677785, 97.43405346269837, 114, 79, 56, 'Female', 63.346640134105684, 1.9667883735820348, 0.14402780660658662, 35, 16.376018505587233, 90.66666666666667, 'High Risk'),
(145913, 66, 14, '01:46.1', 36.94246403707075, 97.53645273308351, 118, 89, 22, 'Male', 76.74616501528986, 1.8817990605052852, 0.1466332739410563, 29, 21.67255872294041, 98.66666666666667, 'Low Risk'),
(145914, 60, 14, '00:46.1', 37.27011507603982, 95.37935788613485, 132, 86, 85, 'Female', 61.97657021892533, 1.5773183808717894, 0.076300584, 46, 24.910865114737778, 101.33333333333333, 'Low Risk'),
(145915, 67, 12, '59:46.1', 36.17156963893901, 98.59526568434694, 129, 89, 48, 'Male', 58.402575455621275, 1.7168994455053785, 0.056107301, 40, 19.81263681004816, 102.33333333333333, 'Low Risk'),
(145916, 71, 16, '58:46.1', 36.27191306003715, 97.75524448517999, 138, 72, 24, 'Male', 98.68077454473453, 1.7895817073560052, 0.11842464711952665, 66, 30.81268086608305, 94, 'High Risk'),
(145917, 98, 18, '57:46.1', 37.33493793, 99.52016737585491, 123, 87, 28, 'Female', 80.57001143408702, 1.7264178543112256, 0.13933176533735847, 36, 27.03221218829365, 99, 'High Risk'),
(145918, 86, 12, '56:46.1', 37.13210348582681, 96.56548830115001, 126, 70, 45, 'Male', 99.52729349568743, 1.964572592877602, 0.12017564190541735, 56, 25.787309464300012, 88.66666666666666, 'Low Risk'),
(145919, 97, 14, '55:46.1', 36.397081500316865, 95.09038905220577, 131, 82, 51, 'Female', 95.00814817, 1.6451947218312197, 0.06109189, 49, 35.10154546649349, 98.33333333333333, 'High Risk'),
(145920, 92, 17, '54:46.1', 37.03921800304581, 96.81233598267013, 139, 81, 31, 'Male', 94.31978009625311, 1.5574092454996902, 0.12082700454353469, 58, 38.88635910643289, 100.33333333333333, 'High Risk'),
(145921, 93, 17, '53:46.1', 36.41600929801735, 95.38432986373365, 128, 84, 65, 'Female', 70.06836135329814, 1.6115248766580585, 0.1087355568057414, 44, 26.980371982621122, 98.66666666666667, 'High Risk'),
(145922, 90, 14, '52:46.1', 36.46755629896958, 98.15313935184109, 135, 89, 56, 'Female', 60.985258953518894, 1.8587781953363662, 0.10748584115338924, 46, 17.65101701845085, 104.33333333333333, 'High Risk'),
(145923, 88, 13, '51:46.1', 36.99409351805406, 95.17055480029258, 122, 79, 44, 'Female', 65.74542122556537, 1.6233923086221094, 0.12421120978146023, 43, 24.947012472620965, 93.33333333333333, 'Low Risk'),
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(146100, 71, 14, '54:46.1', 36.69023983812338, 95.69303262456911, 133, 79, 72, 'Female', 88.47256358650317, 1.9431089187911512, 0.1024952442147025, 54, 23.43226775342135, 97, 'Low Risk'),
(146101, 97, 14, '53:46.1', 36.208261846027554, 99.59463393, 117, 82, 26, 'Female', 73.27839745, 1.6325055601347502, 0.14453229960059055, 35, 27.49581675534677, 93.66666666666667, 'High Risk'),
(146102, 96, 12, '52:46.1', 36.046511937293296, 97.32736941916063, 112, 80, 40, 'Female', 72.96899718944324, 1.7766363577275852, 0.13000589742273233, 32, 23.11752239132811, 90.66666666666667, 'High Risk'),
(146103, 85, 16, '51:46.1', 37.191873124779995, 95.51675216139111, 120, 83, 80, 'Male', 90.10864327741169, 1.9671081762467246, 0.069330219, 37, 23.286808069334473, 95.33333333333333, 'Low Risk'),
(146104, 86, 17, '50:46.1', 36.88382672, 96.72134051922211, 115, 79, 42, 'Male', 77.40308135, 1.786730377279465, 0.13088168343041967, 36, 24.246005959927448, 91, 'Low Risk'),
(146105, 96, 17, '49:46.1', 36.75641179655607, 99.87355334547205, 131, 83, 75, 'Male', 51.31237711, 1.905393224882659, 0.079149128, 48, 14.133603417644759, 99, 'High Risk'),
(146106, 63, 13, '48:46.1', 36.16676405036605, 98.10661695001856, 134, 89, 31, 'Male', 51.038928918960266, 1.5699248080918546, 0.13789020288827492, 45, 20.70827136127828, 104, 'Low Risk'),
(146107, 76, 14, '47:46.1', 36.24998796421737, 95.32848924936988, 131, 87, 72, 'Female', 70.58696224988745, 1.642074828871521, 0.094306696, 44, 26.178129053670634, 101.66666666666667, 'Low Risk'),
(146108, 94, 16, '46:46.1', 37.20826706201927, 99.97148121644592, 135, 84, 77, 'Female', 72.75976839644343, 1.749222351942359, 0.063609966, 51, 23.779420763248652, 101, 'High Risk'),
(146109, 82, 12, '45:46.1', 36.59241783597194, 99.83759957151248, 111, 76, 79, 'Male', 56.90636461218957, 1.8991779176805377, 0.11372267493779309, 35, 15.777185734722215, 87.66666666666667, 'High Risk'),
(146110, 69, 12, '44:46.1', 36.369361884616254, 96.27085876704965, 119, 74, 88, 'Female', 93.52158683, 1.971055556707829, 0.11134344686472883, 45, 24.072108704845196, 89, 'Low Risk'),
(146111, 73, 17, '43:46.1', 36.70468017612697, 95.04650109339147, 129, 85, 54, 'Female', 63.54903056849796, 1.7269181766832746, 0.1457171228167224, 44, 21.309114767904514, 99.66666666666667, 'Low Risk'),
(146112, 83, 12, '42:46.1', 36.44726319547685, 99.19915182659598, 131, 89, 40, 'Female', 90.69770318252901, 1.99968185, 0.11926698765776751, 42, 22.68164137610299, 103, 'Low Risk'),
(146113, 72, 16, '41:46.1', 36.827785039585976, 96.50293851117956, 119, 78, 23, 'Female', 93.65586798730183, 1.755933386585408, 0.079855634, 41, 30.37518420892119, 91.66666666666667, 'High Risk'),
(146114, 67, 17, '40:46.1', 36.63631169598792, 96.55299571053762, 118, 79, 82, 'Male', 74.46286742746278, 1.7280425593176525, 0.1354062742783802, 39, 24.9362353, 92, 'Low Risk'),
(146115, 70, 12, '39:46.1', 36.95846096157836, 98.31216613, 117, 86, 49, 'Male', 91.14686090357648, 1.5822959009795539, 0.10626219704483164, 31, 36.405442159598614, 96.33333333333333, 'High Risk'),
(146116, 97, 16, '38:46.1', 36.32817015995748, 97.72132637148032, 114, 71, 28, 'Male', 73.41739312260282, 1.7265439495349173, 0.12986565175222387, 43, 24.628824491858445, 85.33333333333333, 'High Risk'),
(146117, 88, 13, '37:46.1', 36.58307006874704, 99.57469321842902, 137, 75, 56, 'Male', 82.37452845550584, 1.581036481994705, 0.14213823332500694, 62, 32.95407751955777, 95.66666666666666, 'High Risk'),
(146118, 63, 16, '36:46.1', 36.92308534358244, 99.58830163686267, 125, 71, 28, 'Female', 63.89187762084647, 1.777831062388655, 0.13603497711758036, 54, 20.21457761867079, 89, 'Low Risk'),
(146119, 92, 15, '35:46.1', 36.115263857184665, 96.36197569, 118, 86, 87, 'Female', 65.56531078677025, 1.6343670309408571, 0.10711506634886803, 32, 24.54567266219758, 96.66666666666667, 'High Risk'),
(146120, 79, 12, '34:46.1', 36.87062357809402, 96.63393277094525, 128, 74, 33, 'Female', 51.184005493902255, 1.7765411947401737, 0.07604835, 54, 16.217492452405782, 92, 'High Risk'),
(146121, 71, 15, '33:46.1', 37.08267720925673, 96.61052976385022, 112, 77, 33, 'Female', 89.86353472134911, 1.8956892594481665, 0.13783374557302042, 35, 25.006286251738945, 88.66666666666667, 'Low Risk'),
(146122, 95, 17, '32:46.1', 36.17936324824642, 97.19128581470159, 135, 82, 36, 'Female', 65.44470588372202, 1.8572311269680524, 0.077590821, 53, 18.973288598370797, 99.66666666666666, 'High Risk'),
(146123, 66, 12, '31:46.1', 37.007240225493604, 98.93017636, 129, 83, 56, 'Female', 84.54416198404545, 1.9687595058074956, 0.13295036967154195, 46, 21.812140555974608, 98.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(146125, 61, 15, '29:46.1', 37.069793321134895, 99.15942058206235, 128, 89, 84, 'Male', 56.256314651017114, 1.999719921653024, 0.071510198, 39, 14.068018534243087, 102, 'High Risk'),
(146126, 84, 12, '28:46.1', 36.14959445312242, 98.83051181184999, 114, 77, 83, 'Male', 80.67302830585282, 1.6906169494380319, 0.056388327, 37, 28.225258128018638, 89.33333333333333, 'Low Risk'),
(146127, 92, 19, '27:46.1', 36.93369382719094, 98.98705932856102, 126, 71, 89, 'Male', 61.25004965069256, 1.71241301, 0.050185134036361594, 55, 20.88764162, 89.33333333333333, 'High Risk'),
(146128, 93, 17, '26:46.1', 37.407736653296766, 97.80626025358355, 127, 73, 76, 'Female', 77.45621276585217, 1.7206218101072603, 0.10747118320072985, 54, 26.162871676300117, 91, 'High Risk'),
(146129, 69, 12, '25:46.1', 36.65311717388138, 99.71907959394686, 118, 78, 75, 'Female', 87.89865667597867, 1.9006513665029676, 0.11208520257466226, 40, 24.331972308017317, 91.33333333333333, 'Low Risk'),
(146130, 83, 19, '24:46.1', 36.19075629416185, 99.29081345818886, 139, 80, 75, 'Female', 61.29107395698572, 1.6056585508912058, 0.094477777, 59, 23.77337485464001, 99.66666666666666, 'Low Risk'),
(146131, 92, 12, '23:46.1', 36.208722321523716, 96.38823982251988, 133, 87, 53, 'Male', 59.20007821871022, 1.6144465502538647, 0.055714949, 46, 22.713022852938316, 102.33333333333333, 'High Risk'),
(146132, 85, 17, '22:46.1', 37.21581031128075, 97.66113876215151, 139, 77, 86, 'Female', 77.32540487010378, 1.5792076105263397, 0.12913425683262741, 62, 31.005857451418898, 97.66666666666666, 'High Risk'),
(146133, 90, 17, '21:46.1', 36.89610060641579, 97.04078172614771, 139, 85, 60, 'Female', 57.59898601298489, 1.709129806398721, 0.11504858391776834, 54, 19.71808533514461, 103, 'Low Risk'),
(146134, 80, 12, '20:46.1', 37.40421483754615, 95.71157291058431, 122, 71, 85, 'Female', 59.522887140961274, 1.7074485154045658, 0.062304498235953104, 51, 20.416850738298603, 88, 'Low Risk'),
(146135, 69, 12, '19:46.1', 36.11000725537837, 99.16044403620256, 118, 70, 64, 'Female', 73.5954655, 1.5932525348066087, 0.1418515245026165, 48, 28.99224329, 86, 'Low Risk'),
(146136, 87, 17, '18:46.1', 36.82815802543842, 97.28393779712117, 136, 72, 48, 'Male', 88.90187186551137, 1.9708069228369405, 0.088641735, 64, 22.888785383941066, 93.33333333333333, 'Low Risk'),
(146137, 90, 12, '17:46.1', 36.931766819213266, 98.56307173, 137, 75, 29, 'Male', 86.41179893, 1.6950481941816355, 0.1069047578503423, 62, 30.07522914603684, 95.66666666666666, 'High Risk'),
(146138, 81, 18, '16:46.1', 37.18483368383569, 95.43706329263914, 138, 70, 62, 'Male', 70.24448083265099, 1.7375886245689927, 0.13404907039852065, 68, 23.265815381969468, 92.66666666666666, 'Low Risk'),
(146139, 96, 18, '15:46.1', 36.13664178919461, 95.19644648, 123, 76, 81, 'Female', 79.39146779791409, 1.5449010479495469, 0.06113784, 47, 33.26384863486497, 91.66666666666667, 'High Risk'),
(146140, 71, 12, '14:46.1', 37.323536017135424, 97.69332699, 112, 73, 30, 'Male', 52.134309396580555, 1.9134441806588063, 0.11249982937225915, 39, 14.239411152145923, 86, 'High Risk'),
(146141, 73, 14, '13:46.1', 37.009642505884486, 97.79395912583637, 110, 75, 28, 'Female', 61.20451861798084, 1.517887722441321, 0.073216561, 35, 26.56465562189595, 86.66666666666667, 'Low Risk'),
(146142, 84, 12, '12:46.1', 37.00239959859384, 99.48819887329009, 123, 81, 74, 'Male', 50.41988862695368, 1.918854206747698, 0.11485895244785076, 42, 13.693609055352228, 95, 'High Risk'),
(146143, 86, 13, '11:46.1', 36.12928375224488, 97.99566225522602, 135, 75, 36, 'Female', 96.07985544370277, 1.7875035999698463, 0.063183335, 60, 30.070350531728547, 95, 'High Risk'),
(146144, 97, 15, '10:46.1', 37.41901218180793, 98.49230683457796, 128, 86, 86, 'Female', 63.461889583273596, 1.8948258531518123, 0.10348850575623955, 42, 17.675609398998816, 100, 'High Risk'),
(146145, 75, 13, '09:46.1', 36.60232614883797, 99.099304, 123, 74, 44, 'Male', 68.94060799, 1.5425938718715668, 0.10662173418363277, 49, 28.97156165908913, 90.33333333333333, 'Low Risk'),
(146146, 69, 14, '08:46.1', 36.11676756, 97.46148180826864, 111, 86, 18, 'Female', 81.40375388376401, 1.5185384051710393, 0.088713859, 25, 35.30147666903726, 94.33333333333333, 'High Risk'),
(146147, 79, 17, '07:46.1', 36.604875915709805, 97.52671628482102, 135, 78, 19, 'Female', 87.18823531403315, 1.8960693611116228, 0.10847887688941985, 57, 24.252105385428322, 97, 'Low Risk'),
(146148, 79, 16, '06:46.1', 36.28314669105535, 97.42523883264631, 110, 81, 52, 'Male', 65.92212338762447, 1.8239191303691422, 0.09453999, 29, 19.816184210032244, 90.66666666666667, 'Low Risk'),
(146149, 96, 13, '05:46.1', 36.315824953577454, 95.01314951, 134, 79, 89, 'Male', 61.443658042880514, 1.6972644647200483, 0.061548487564064516, 55, 21.329369917378532, 97.33333333333333, 'High Risk'),
(146150, 86, 19, '04:46.1', 36.63318109630506, 96.08711099816118, 129, 80, 48, 'Male', 95.66790783437767, 1.9287810247182278, 0.065895239, 49, 25.715822937504583, 96.33333333333333, 'Low Risk'),
(146151, 93, 12, '03:46.1', 37.27604857059154, 96.56313604339493, 115, 81, 66, 'Female', 78.87005433836276, 1.5430891084340645, 0.14381626536964104, 34, 33.12303536147065, 92.33333333333333, 'High Risk'),
(146152, 79, 12, '02:46.1', 37.17181265, 99.75730123789248, 120, 82, 58, 'Male', 92.67507941, 1.8657069795926424, 0.068309212, 38, 26.624171023563576, 94.66666666666667, 'Low Risk'),
(146153, 71, 16, '01:46.1', 36.63821390448614, 97.85545671474429, 110, 74, 59, 'Male', 91.34141042347386, 1.6986968313829054, 0.056266497, 36, 31.654536588819546, 86, 'High Risk'),
(146154, 68, 12, '00:46.1', 37.12988357107501, 98.77869813024856, 112, 82, 80, 'Male', 93.28895915391595, 1.8077121399145597, 0.050553988, 30, 28.547737742418317, 92, 'Low Risk'),
(146155, 92, 14, '59:46.1', 36.33942423037462, 98.02473748405356, 138, 72, 69, 'Female', 65.30620094822184, 1.671448042427119, 0.10338494915714105, 66, 23.375917101743347, 94, 'High Risk'),
(146156, 78, 19, '58:46.1', 36.46770217, 98.93687624433701, 127, 78, 70, 'Female', 89.5517516, 1.6437261031157187, 0.11316686975123376, 49, 33.14478306919353, 94.33333333333333, 'High Risk'),
(146157, 73, 12, '57:46.1', 36.09144866264118, 98.51472824369328, 118, 88, 35, 'Male', 52.35622836691826, 1.5231209637363037, 0.053152662, 30, 22.568337195959696, 98, 'Low Risk'),
(146158, 89, 19, '56:46.1', 36.61251932372603, 99.53533509696594, 119, 74, 86, 'Female', 88.46820428565302, 1.5248504898855995, 0.12424452878604031, 45, 38.04807463788403, 89, 'High Risk'),
(146159, 73, 12, '55:46.1', 36.42555055, 99.61846121033048, 123, 82, 83, 'Female', 98.90159823, 1.7071662739073319, 0.091394404, 41, 33.93529781763823, 95.66666666666667, 'High Risk'),
(146160, 89, 13, '54:46.1', 37.10020578770788, 98.35989967491437, 113, 77, 42, 'Female', 69.55554916142869, 1.7535049376024165, 0.06539009, 36, 22.621312410853218, 89, 'Low Risk'),
(146161, 93, 12, '53:46.1', 36.44764342012552, 95.75134172, 125, 89, 84, 'Male', 97.41019504814258, 1.9250322790719239, 0.10901127478237141, 36, 26.286234660551447, 101, 'High Risk'),
(146162, 87, 14, '52:46.1', 36.487039980190076, 96.38404684, 133, 76, 36, 'Male', 61.62122485021365, 1.6283574694846465, 0.062452998, 57, 23.23971646932165, 95, 'Low Risk'),
(146163, 81, 12, '51:46.1', 36.99732937, 99.12805291032691, 137, 76, 88, 'Male', 54.067651677217505, 1.9186603517810434, 0.0845416, 61, 14.687277651453869, 96.33333333333333, 'High Risk'),
(146164, 71, 19, '50:46.1', 36.61813473478877, 97.19607851858562, 139, 84, 25, 'Male', 70.56376420651657, 1.7332042972235238, 0.09905884, 55, 23.48995721829963, 102.33333333333333, 'Low Risk'),
(146165, 78, 19, '49:46.1', 37.31874076470321, 99.60609765979626, 116, 76, 40, 'Male', 87.88839171445422, 1.9032571423831013, 0.13698590551924217, 40, 24.262557677231218, 89.33333333333333, 'Low Risk'),
(146166, 94, 16, '48:46.1', 36.61930575129439, 95.92993174609897, 113, 80, 33, 'Female', 59.18241355783562, 1.5777310029921765, 0.13953237373253174, 33, 23.775340920819563, 91, 'High Risk'),
(146167, 85, 13, '47:46.1', 36.12709378364313, 98.70111673889122, 110, 74, 56, 'Female', 60.48389432003168, 1.5184545593417553, 0.12868747991063617, 36, 26.232286448656133, 86, 'Low Risk'),
(146168, 71, 16, '46:46.1', 36.793882538432555, 96.46413740822094, 127, 77, 20, 'Female', 83.98595532, 1.688408457568998, 0.051744645, 50, 29.461281154001732, 93.66666666666666, 'Low Risk'),
(146169, 93, 13, '45:46.1', 36.50193036817895, 98.26169236285745, 125, 82, 89, 'Female', 62.53517196867951, 1.768683054015092, 0.050747119771576615, 43, 19.990530475624322, 96.33333333333333, 'High Risk'),
(146170, 92, 15, '44:46.1', 36.97069867839827, 95.23933963537183, 110, 76, 63, 'Female', 74.71215699372365, 1.7169106454870546, 0.091215872, 34, 25.345209660089296, 87.33333333333333, 'High Risk'),
(146171, 76, 17, '43:46.1', 36.76323787, 95.05974633025149, 112, 78, 45, 'Female', 83.85299011751901, 1.960027929904554, 0.067482962, 34, 21.826999262429275, 89.33333333333333, 'Low Risk'),
(146172, 97, 18, '42:46.1', 37.24497534950911, 96.20593543137304, 128, 79, 65, 'Female', 80.84779804547678, 1.9714883348940213, 0.072995105, 49, 20.80078727381935, 95.33333333333333, 'High Risk'),
(146173, 69, 12, '41:46.1', 36.469833384118935, 97.16533544, 122, 71, 55, 'Male', 91.01675701133966, 1.954531057634532, 0.1486509246466212, 51, 23.825180835120605, 88, 'Low Risk'),
(146174, 93, 16, '40:46.1', 37.17096663, 97.61427155212945, 123, 73, 40, 'Male', 77.13843021796421, 1.7207123749703397, 0.083452322, 50, 26.052789620991337, 89.66666666666666, 'High Risk'),
(146175, 75, 15, '39:46.1', 36.730894384907955, 98.27505141958918, 136, 71, 50, 'Male', 59.95958527531246, 1.7345495014713752, 0.087345119, 65, 19.928986975707826, 92.66666666666666, 'Low Risk'),
(146176, 93, 16, '38:46.1', 37.24585301501004, 96.16806405645212, 110, 83, 83, 'Female', 93.13915885695876, 1.675345488750269, 0.10879175357012266, 27, 33.18360387220209, 92, 'High Risk'),
(146177, 70, 14, '37:46.1', 36.97353296867387, 95.32412394564678, 117, 87, 57, 'Female', 62.81483577250427, 1.8184477398321104, 0.096482638, 30, 18.995930842632646, 97, 'Low Risk'),
(146178, 63, 19, '36:46.1', 36.99069770269895, 97.23434507145473, 124, 74, 67, 'Female', 68.29479904117346, 1.9126118884125907, 0.13501682352852065, 50, 18.66955341671007, 90.66666666666666, 'Low Risk'),
(146179, 92, 12, '35:46.1', 36.89266151070814, 96.17509534098076, 114, 76, 31, 'Male', 53.385606101171604, 1.927022975808301, 0.10025017233882957, 38, 14.376408091068178, 88.66666666666667, 'High Risk'),
(146180, 82, 19, '34:46.1', 36.151636953079894, 97.19502680685791, 127, 79, 73, 'Female', 58.13807157183493, 1.5192711381132171, 0.058496911, 48, 25.187789034877007, 95, 'Low Risk'),
(146181, 70, 12, '33:46.1', 36.52224853956734, 95.43032173188128, 136, 88, 82, 'Male', 56.33579193261904, 1.6899170844263702, 0.060102309925501085, 48, 19.726662331720263, 104, 'Low Risk'),
(146182, 95, 12, '32:46.1', 36.19787534067048, 98.33499217317383, 133, 77, 59, 'Male', 67.94554959421723, 1.5569418646669575, 0.14307480383416132, 56, 28.029556281602613, 95.66666666666666, 'High Risk'),
(146183, 74, 17, '31:46.1', 37.498699145623746, 98.19705829544942, 117, 78, 41, 'Female', 69.43775577325809, 1.5105577229418803, 0.055001946096106064, 39, 30.431336388310065, 91, 'High Risk'),
(146184, 65, 15, '30:46.1', 36.11845818996636, 99.29208731, 127, 70, 47, 'Female', 70.97972426071465, 1.5519444713392896, 0.1232005255077263, 57, 29.470123215080825, 89, 'Low Risk'),
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(146362, 68, 13, '32:46.1', 36.290223568722105, 96.75145500282323, 131, 72, 46, 'Female', 71.79435382976817, 1.6336276281162287, 0.075678684, 59, 26.90197419595851, 91.66666666666666, 'Low Risk'),
(146363, 62, 19, '31:46.1', 37.21164369873142, 95.96900604, 136, 87, 33, 'Male', 61.47153693102269, 1.5803573344036723, 0.11207223822141973, 49, 24.61293920461317, 103.33333333333333, 'Low Risk'),
(146364, 95, 13, '30:46.1', 37.05256501288954, 99.17262182131421, 126, 86, 28, 'Male', 70.11947086671262, 1.7135432387071543, 0.072533383, 40, 23.880779290461238, 99.33333333333333, 'High Risk'),
(146365, 83, 19, '29:46.1', 37.240475677183696, 98.63416446062351, 138, 82, 78, 'Female', 81.60177198655803, 1.8098978102661873, 0.055922711258116944, 56, 24.91101827801405, 100.66666666666666, 'Low Risk'),
(146366, 73, 18, '28:46.1', 36.79570305098082, 98.66410437600489, 117, 78, 34, 'Male', 53.384164876788596, 1.900253810236038, 0.10831602538157757, 39, 14.783907245945036, 91, 'High Risk'),
(146367, 68, 14, '27:46.1', 36.13548158178482, 96.72644211050785, 113, 85, 87, 'Female', 58.99142932772089, 1.6999991910822863, 0.058751825434029736, 28, 20.412278708654163, 94.33333333333333, 'Low Risk'),
(146368, 95, 12, '26:46.1', 36.18724794301234, 98.50007887787686, 125, 71, 76, 'Male', 53.903191143485905, 1.9676056488265163, 0.070963364, 54, 13.923177358004196, 89, 'High Risk'),
(146369, 88, 14, '25:46.1', 36.73065831958234, 99.15295793104406, 122, 76, 26, 'Male', 65.79997572334156, 1.7011960424254442, 0.064780677, 46, 22.73615419441122, 91.33333333333333, 'Low Risk'),
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(146371, 88, 14, '23:46.1', 36.47598464479471, 96.22716708722464, 110, 75, 21, 'Male', 92.50899573741674, 1.5195055396374881, 0.076710607, 35, 40.06631405914608, 86.66666666666667, 'High Risk'),
(146372, 84, 19, '22:46.1', 36.159584234604026, 98.04678912154331, 139, 86, 80, 'Male', 94.98463166918887, 1.8219624739585352, 0.094379458, 53, 28.613730828149716, 103.66666666666666, 'Low Risk'),
(146373, 81, 19, '21:46.1', 36.35854227756111, 99.08714989423716, 125, 76, 83, 'Male', 74.00306530399543, 1.5521707329363832, 0.099816154, 49, 30.71642928407876, 92.33333333333333, 'High Risk'),
(146374, 95, 17, '20:46.1', 36.358765609008024, 98.65193369335967, 125, 74, 19, 'Male', 83.31176908456061, 1.7832105509505036, 0.078507191, 51, 26.199988841012043, 91, 'High Risk'),
(146375, 66, 12, '19:46.1', 37.267287922998854, 99.46503160147192, 135, 89, 48, 'Female', 72.99533470687973, 1.9914680494978683, 0.085241486, 46, 18.405533826359047, 104.33333333333333, 'High Risk'),
(146376, 91, 18, '18:46.1', 37.31874347089342, 97.75675035350025, 125, 80, 74, 'Female', 87.44514983254038, 1.7485213306497702, 0.050685311, 45, 28.60183235288262, 95, 'High Risk'),
(146377, 66, 17, '17:46.1', 36.04974961052296, 95.56886505048989, 130, 84, 86, 'Male', 87.65175841, 1.5532564134625138, 0.064513696, 46, 36.33074653967714, 99.33333333333333, 'High Risk'),
(146378, 91, 16, '16:46.1', 36.86747400626767, 97.44461110784327, 113, 77, 73, 'Female', 64.07729966456318, 1.5915131877365865, 0.14878468073896595, 36, 25.297856116923302, 89, 'High Risk'),
(146379, 78, 13, '15:46.1', 36.81907123061507, 97.23545273986728, 137, 77, 26, 'Male', 68.90959504000794, 1.709963280460967, 0.064447082, 60, 23.56709913612691, 97, 'Low Risk'),
(146380, 63, 18, '14:46.1', 37.41363633056415, 98.4328648, 116, 71, 37, 'Female', 68.81546805465658, 1.8730223862971416, 0.1098361683613765, 45, 19.615533837102056, 86, 'Low Risk'),
(146381, 70, 15, '13:46.1', 36.45068015540711, 97.10919469734759, 114, 89, 65, 'Male', 84.30382209299336, 1.651789735728948, 0.077996177, 25, 30.898524328186536, 97.33333333333333, 'High Risk'),
(146382, 97, 16, '12:46.1', 37.171719983363985, 96.89001803748161, 117, 80, 44, 'Female', 93.25275871031042, 1.5164579498858854, 0.059695593, 37, 40.55094169627103, 92.33333333333333, 'High Risk'),
(146383, 95, 13, '11:46.1', 36.535277627460815, 99.91212504133976, 110, 72, 48, 'Male', 52.56432768, 1.6245910523333007, 0.1414680285385303, 38, 19.91604046793021, 84.66666666666667, 'High Risk'),
(146384, 92, 18, '10:46.1', 37.055236673589015, 96.04990987893123, 124, 80, 52, 'Female', 55.45773592587751, 1.758573081531803, 0.12949255459179965, 44, 17.932518732550392, 94.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(146386, 91, 17, '08:46.1', 36.55378613129488, 97.60227579490655, 136, 83, 67, 'Female', 63.783506576377896, 1.5714164384914207, 0.12240876115411464, 53, 25.83008334588418, 100.66666666666666, 'High Risk'),
(146387, 87, 12, '07:46.1', 36.05505575709917, 99.88059714689479, 110, 74, 61, 'Female', 73.33936163624836, 1.5410612192340614, 0.08141055, 36, 30.881425709294184, 86, 'High Risk'),
(146388, 87, 15, '06:46.1', 36.084974179946634, 99.35408999, 119, 88, 79, 'Male', 57.78899305544693, 1.7983423510393086, 0.054825208, 31, 17.869005522639405, 98.33333333333333, 'High Risk'),
(146389, 87, 12, '05:46.1', 37.334876972431346, 99.37313617268767, 111, 78, 88, 'Male', 80.87420974174775, 1.8671060819936625, 0.085073, 33, 23.199149454175615, 89, 'Low Risk'),
(146390, 74, 12, '04:46.1', 36.410061276967845, 97.58590393091914, 121, 71, 36, 'Female', 66.13087953698923, 1.9928932638021433, 0.067525227, 50, 16.65084279081851, 87.66666666666666, 'High Risk'),
(146391, 61, 14, '03:46.1', 36.399634487227225, 97.40357765467627, 132, 82, 72, 'Female', 84.83505873612036, 1.5424980384156453, 0.050374238, 50, 35.65546659014656, 98.66666666666666, 'High Risk'),
(146392, 81, 13, '02:46.1', 36.62678047, 96.11428939, 112, 89, 66, 'Male', 85.91677744467749, 1.7037863034050083, 0.1469664925939944, 23, 29.597002819583214, 96.66666666666667, 'Low Risk'),
(146393, 97, 16, '01:46.1', 37.41166617155415, 95.46047890312327, 116, 84, 77, 'Male', 87.41773385, 1.6624282499491296, 0.064873281, 32, 31.63105835394738, 94.66666666666667, 'High Risk'),
(146394, 83, 13, '00:46.1', 37.19561171637153, 96.16310220336895, 111, 80, 30, 'Male', 82.86936055412673, 1.567308079132976, 0.12807095623438425, 31, 33.73535177525655, 90.33333333333333, 'High Risk'),
(146395, 84, 14, '59:46.1', 37.111222905498174, 99.91580176166866, 125, 81, 37, 'Male', 98.55805135744335, 1.877450288561598, 0.10217327035305146, 44, 27.96116196935004, 95.66666666666667, 'Low Risk'),
(146396, 77, 19, '58:46.1', 37.23494310352069, 97.41103366729824, 115, 78, 18, 'Male', 96.00525288, 1.679251200793447, 0.12465781300002994, 37, 34.04580919, 90.33333333333333, 'High Risk'),
(146397, 75, 14, '57:46.1', 36.157863566836504, 98.18435687627532, 134, 75, 50, 'Male', 92.57753178498504, 1.8171584045337132, 0.050888009, 59, 28.03625643842931, 94.66666666666666, 'Low Risk'),
(146398, 68, 16, '56:46.1', 36.55703795970262, 99.64430166939918, 123, 72, 71, 'Female', 97.64609031414619, 1.6189786320363484, 0.1132822055058192, 51, 37.253975577930674, 89, 'High Risk'),
(146399, 61, 17, '55:46.1', 37.37754536042609, 99.11638161876769, 123, 72, 38, 'Male', 77.05515637746359, 1.9999884723520274, 0.057344022, 51, 19.26401116246514, 89, 'Low Risk'),
(146400, 87, 17, '54:46.1', 37.45443806481703, 97.2613537, 132, 83, 83, 'Male', 99.27155177456007, 1.9108534604159002, 0.11812175655632774, 49, 27.18754820750766, 99.33333333333333, 'Low Risk'),
(146401, 70, 15, '53:46.1', 36.248478755649316, 98.19316515438103, 137, 79, 38, 'Male', 68.51153366042107, 1.5582124400117645, 0.069811339, 58, 28.21696861105797, 98.33333333333333, 'Low Risk'),
(146402, 87, 14, '52:46.1', 36.401664890226186, 97.09386148, 130, 78, 76, 'Female', 57.458228129788594, 1.501130303885504, 0.090132231, 52, 25.49854765808928, 95.33333333333333, 'Low Risk'),
(146403, 61, 12, '51:46.1', 36.59840120319137, 98.05297676430537, 123, 74, 85, 'Male', 68.79853861308104, 1.7171341806652203, 0.10410047229344896, 49, 23.333008906120615, 90.33333333333333, 'Low Risk'),
(146404, 78, 12, '50:46.1', 36.89237920455661, 99.37159058605596, 110, 81, 47, 'Female', 76.27703692583222, 1.7347726290106076, 0.12289878647422876, 29, 25.34595686400906, 90.66666666666667, 'Low Risk'),
(146405, 91, 13, '49:46.1', 36.65686585009034, 96.28973135012572, 112, 74, 63, 'Male', 60.03210385664758, 1.9459095128304975, 0.069397396, 38, 15.853979100352356, 86.66666666666667, 'High Risk'),
(146406, 89, 13, '48:46.1', 37.35447254971225, 96.18181086855199, 111, 80, 61, 'Female', 78.67946451885405, 1.7046368689416669, 0.12035329430265297, 31, 27.07681892933119, 90.33333333333333, 'Low Risk'),
(146407, 66, 13, '47:46.1', 36.36152504786011, 95.50342531697638, 138, 85, 30, 'Female', 99.43193474287261, 1.585351590712153, 0.056837291, 53, 39.56167806568431, 102.66666666666666, 'High Risk'),
(146408, 62, 16, '46:46.1', 36.08906837058491, 96.13077114426774, 128, 80, 20, 'Female', 68.27437492981136, 1.7316058339757503, 0.12287011891676358, 48, 22.769822864876758, 96, 'Low Risk'),
(146409, 89, 14, '45:46.1', 37.23084009806294, 98.12886198, 136, 84, 84, 'Male', 61.34004562184449, 1.7188364200437947, 0.084306561, 52, 20.762277918367605, 101.33333333333333, 'Low Risk'),
(146410, 87, 15, '44:46.1', 36.31215190961321, 97.16425338569174, 112, 77, 48, 'Male', 72.05595590932785, 1.787757393285723, 0.1249897490811354, 35, 22.54512868, 88.66666666666667, 'Low Risk'),
(146411, 75, 16, '43:46.1', 37.29825328423359, 99.24955384466995, 122, 83, 54, 'Male', 83.72089435145563, 1.9185562178488649, 0.06487107, 39, 22.744940238783926, 96, 'Low Risk'),
(146412, 86, 17, '42:46.1', 36.62582328675811, 99.00906380931869, 110, 78, 27, 'Female', 52.987343564212274, 1.8560491334404572, 0.085892591, 32, 15.381305921055105, 88.66666666666667, 'High Risk'),
(146413, 74, 18, '41:46.1', 37.26945959432417, 97.51044667850633, 119, 88, 21, 'Male', 79.81827938, 1.8839945814696528, 0.13278222656500155, 31, 22.48759767962968, 98.33333333333333, 'Low Risk'),
(146414, 71, 17, '40:46.1', 36.54927980854076, 95.90435935154449, 127, 71, 62, 'Female', 83.00598805674261, 1.7482304238166404, 0.0636331, 56, 27.158893737705327, 89.66666666666666, 'Low Risk'),
(146415, 86, 17, '39:46.1', 36.44241654519973, 99.98105815181557, 118, 85, 64, 'Male', 52.55091742657364, 1.8332097851836624, 0.14759620154277692, 33, 15.63709119016572, 96, 'High Risk'),
(146416, 62, 16, '38:46.1', 37.42838081438765, 95.39005295163372, 113, 87, 56, 'Female', 68.20585519, 1.617554993947787, 0.052311773673873234, 26, 26.067750102207487, 95.66666666666667, 'Low Risk'),
(146417, 82, 15, '37:46.1', 36.47314223250625, 98.41028107409015, 127, 80, 21, 'Male', 56.768875316850774, 1.8562534561390713, 0.063616572, 47, 16.475391359277758, 95.66666666666667, 'High Risk'),
(146418, 78, 16, '36:46.1', 36.31106947819188, 99.07212272809994, 123, 80, 75, 'Female', 67.19959593623012, 1.6564265085371488, 0.11295042109280595, 43, 24.491890974323628, 94.33333333333333, 'Low Risk'),
(146419, 80, 18, '35:46.1', 36.37317490353302, 98.34541885430315, 112, 87, 64, 'Female', 85.55697926559833, 1.6425150480819168, 0.10452359003347661, 25, 31.712956256019048, 95.33333333333333, 'High Risk'),
(146420, 63, 17, '34:46.1', 36.514278863604176, 99.58764439368497, 118, 88, 88, 'Male', 89.72347750282472, 1.8530065086066196, 0.085583763, 30, 26.130770045199572, 98, 'Low Risk'),
(146421, 78, 18, '33:46.1', 37.32250749730277, 96.17787884670851, 122, 82, 64, 'Male', 86.06084297445406, 1.7838741087834518, 0.072997689, 40, 27.044390075837242, 95.33333333333333, 'Low Risk'),
(146422, 92, 19, '32:46.1', 37.37538242770265, 95.44009598, 117, 75, 61, 'Female', 98.3059737, 1.8505023396733524, 0.091988961, 42, 28.70784760335941, 89, 'High Risk'),
(146423, 82, 12, '31:46.1', 36.22958510010669, 98.82512884967237, 132, 79, 37, 'Male', 66.09073650064639, 1.6978151497683927, 0.12427069717027309, 53, 22.927662624365002, 96.66666666666666, 'Low Risk'),
(146424, 84, 13, '30:46.1', 37.09728665064774, 98.83032102, 127, 88, 64, 'Male', 89.79205837613263, 1.937192002833055, 0.11193636652579947, 39, 23.92723926009669, 101, 'Low Risk'),
(146425, 65, 13, '29:46.1', 37.19722215, 97.09363551085048, 136, 72, 74, 'Female', 73.57148972495378, 1.906725175, 0.14886602110930267, 64, 20.23640434200717, 93.33333333333333, 'Low Risk'),
(146426, 98, 19, '28:46.1', 36.93660494703279, 97.70411792931887, 115, 83, 83, 'Female', 51.91875798142179, 1.7076856373562856, 0.056416698, 32, 17.803625202466137, 93.66666666666667, 'High Risk'),
(146427, 82, 19, '27:46.1', 36.80584390366004, 96.37510679001663, 114, 85, 65, 'Female', 99.71795121405069, 1.9996787260698392, 0.11435518515058046, 29, 24.937498928308678, 94.66666666666667, 'Low Risk'),
(146428, 66, 19, '26:46.1', 36.57116303320485, 96.67063482649158, 131, 75, 46, 'Female', 97.85615160920324, 1.9026414598204706, 0.095978825, 56, 27.031753599568013, 93.66666666666666, 'Low Risk'),
(146429, 94, 19, '25:46.1', 37.35667420062379, 97.68244264, 139, 77, 60, 'Female', 96.33690458601629, 1.6747089959622263, 0.13599167248215616, 62, 34.34899077942101, 97.66666666666666, 'High Risk'),
(146430, 98, 15, '24:46.1', 36.989741386141034, 95.14427318589425, 112, 84, 43, 'Female', 82.80162080766087, 1.8375377639922363, 0.12144972545031922, 28, 24.52258742931008, 93.33333333333333, 'High Risk'),
(146431, 88, 15, '23:46.1', 36.086713537789805, 98.07707541038639, 128, 85, 82, 'Male', 83.56977637418177, 1.5535801824786246, 0.10739883289513444, 43, 34.62437115986509, 99.33333333333333, 'High Risk'),
(146432, 64, 18, '22:46.1', 36.52217744641273, 98.32182912470874, 132, 82, 70, 'Male', 85.17798780597296, 1.58936575, 0.090766064, 50, 33.719387454043094, 98.66666666666666, 'High Risk'),
(146433, 62, 14, '21:46.1', 36.13281805853458, 98.81242201998455, 110, 88, 53, 'Male', 72.19915867852411, 1.6007886586234084, 0.084066758, 22, 28.175013928719583, 95.33333333333333, 'Low Risk'),
(146434, 80, 17, '20:46.1', 36.348435435701944, 97.81860373, 117, 85, 47, 'Female', 63.973466744277275, 1.8950266630581427, 0.061866922, 32, 17.814319460699938, 95.66666666666667, 'High Risk'),
(146435, 72, 18, '19:46.1', 36.08421084929281, 99.43580440339392, 132, 71, 56, 'Male', 73.81733758978945, 1.9517127066229738, 0.13357875055467477, 61, 19.37878739052405, 91.33333333333333, 'Low Risk'),
(146436, 89, 12, '18:46.1', 36.13551415642471, 97.34807225089256, 120, 85, 80, 'Male', 79.15836883263574, 1.7394449157726282, 0.13580401286973165, 35, 26.162273171626293, 96.66666666666667, 'Low Risk'),
(146437, 67, 18, '17:46.1', 36.98269445591201, 95.60351726164347, 123, 81, 18, 'Female', 59.78635484759099, 1.7725381833207874, 0.050731355, 42, 19.028777005544033, 95, 'Low Risk'),
(146438, 95, 13, '16:46.1', 36.057360391608775, 99.67742861585221, 135, 77, 82, 'Male', 72.92710648939439, 1.6193563715049948, 0.067288433, 58, 27.810200101148485, 96.33333333333333, 'High Risk'),
(146439, 63, 16, '15:46.1', 37.214133135166676, 96.34304886757714, 133, 75, 63, 'Male', 66.17895773460054, 1.8943447133495026, 0.1177343382747415, 58, 18.44174032460958, 94.33333333333333, 'High Risk'),
(146440, 83, 13, '14:46.1', 37.32598714474957, 98.83049663130892, 123, 85, 55, 'Male', 77.88522134004263, 1.5929798276179485, 0.058976886066963934, 38, 30.692658409590038, 97.66666666666667, 'High Risk'),
(146441, 78, 15, '13:46.1', 36.21836230914053, 99.10832469353502, 116, 81, 86, 'Female', 61.09679393564825, 1.9299743532309555, 0.071713282, 35, 16.402700135636103, 92.66666666666667, 'High Risk'),
(146442, 81, 12, '12:46.1', 36.78925214563779, 97.00056249674941, 115, 78, 80, 'Female', 54.735980597130045, 1.7758256134161141, 0.051966386, 37, 17.356904403213573, 90.33333333333333, 'High Risk'),
(146443, 74, 19, '11:46.1', 36.75822393347167, 97.17103021085451, 113, 80, 48, 'Male', 99.89701917847175, 1.7544705102524691, 0.055987513744479606, 33, 32.45341354094462, 91, 'High Risk'),
(146444, 74, 19, '10:46.1', 36.203215850329634, 97.02149062, 125, 76, 23, 'Female', 93.15299352690991, 1.6396038160944986, 0.10167810201135495, 49, 34.651255507409736, 92.33333333333333, 'High Risk'),
(146445, 63, 17, '09:46.1', 36.693536894191716, 95.90060874315056, 132, 86, 72, 'Male', 55.73311372811881, 1.573523705902655, 0.050329831, 46, 22.509545539467886, 101.33333333333333, 'Low Risk'),
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(146623, 73, 16, '11:46.1', 36.012227391503906, 99.24027621064066, 128, 71, 32, 'Male', 65.04546240366868, 1.7468382327929368, 0.064138532, 57, 21.316290392608988, 90, 'Low Risk'),
(146624, 78, 18, '10:46.1', 37.266114753195225, 96.79984252432968, 123, 70, 78, 'Female', 96.83620741558249, 1.6461281728694663, 0.1177256402184065, 53, 35.736373328680585, 87.66666666666666, 'High Risk'),
(146625, 61, 17, '09:46.1', 36.19740971911917, 97.49390999677331, 124, 86, 24, 'Male', 79.81544657645425, 1.5954128971978385, 0.061548214, 38, 31.357450894941998, 98.66666666666667, 'High Risk'),
(146626, 75, 16, '08:46.1', 37.49137701035876, 97.89277959489891, 110, 87, 37, 'Female', 79.65306647130726, 1.9257887918989003, 0.12808640866209942, 23, 21.477572330748153, 94.66666666666667, 'Low Risk'),
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(146630, 97, 15, '04:46.1', 37.44731857849694, 95.43596066119456, 119, 71, 65, 'Female', 79.40210314473022, 1.580665610336232, 0.11701957072200049, 48, 31.77986122899337, 87, 'High Risk'),
(146631, 64, 15, '03:46.1', 36.121203801946535, 95.37281077, 131, 73, 81, 'Male', 98.23350838693217, 1.7761201782816423, 0.068005315, 58, 31.13973830746668, 92.33333333333333, 'High Risk'),
(146632, 65, 12, '02:46.1', 36.83011635, 99.17377956310865, 129, 85, 36, 'Female', 87.43130129494573, 1.8267338552727985, 0.07005879, 44, 26.20091069550333, 99.66666666666667, 'Low Risk'),
(146633, 97, 18, '01:46.1', 37.02530144880702, 99.95789821013557, 139, 77, 74, 'Male', 72.11090174228434, 1.552272370329118, 0.1462657886157756, 62, 29.92713011, 97.66666666666666, 'High Risk'),
(146634, 84, 19, '00:46.1', 36.93037051318021, 97.15113742781502, 139, 88, 89, 'Female', 68.37623710807364, 1.6372265201295324, 0.091400197, 51, 25.508660593583205, 105, 'Low Risk'),
(146635, 89, 18, '59:46.1', 36.96284342256853, 97.18266175307184, 132, 70, 20, 'Male', 93.58234681619649, 1.7231815987174046, 0.07610209, 62, 31.516053964940546, 90.66666666666666, 'High Risk'),
(146636, 60, 12, '58:46.1', 36.96021336136733, 95.94318499441285, 135, 70, 43, 'Male', 77.75590300574792, 1.5750276969615344, 0.055910433888618966, 65, 31.344184769911386, 91.66666666666666, 'High Risk'),
(146637, 77, 12, '57:46.1', 36.684623930882275, 98.19048149125177, 135, 89, 40, 'Male', 56.934654896690624, 1.5421858909430795, 0.083971138, 46, 23.938847683495556, 104.33333333333333, 'Low Risk'),
(146638, 77, 19, '56:46.1', 36.92533793314955, 99.84032640307565, 116, 88, 47, 'Male', 74.91582669921075, 1.9953752245583365, 0.11088226607982304, 28, 18.815875261563512, 97.33333333333333, 'Low Risk'),
(146639, 83, 17, '55:46.1', 36.08452082932934, 96.05600919400352, 111, 89, 68, 'Male', 87.97902448266971, 1.686369028163244, 0.12489467430987726, 22, 30.936694413424465, 96.33333333333333, 'High Risk'),
(146640, 78, 14, '54:46.1', 36.35455853449652, 95.38865116989183, 121, 79, 57, 'Male', 64.35789463, 1.5644946728407505, 0.11710400407859645, 42, 26.29381790613008, 93, 'Low Risk'),
(146641, 64, 15, '53:46.1', 37.10212662260463, 95.50126358, 137, 71, 74, 'Female', 61.891584063025476, 1.6123452637856817, 0.1260089896629774, 66, 23.80759389389031, 93, 'Low Risk'),
(146642, 86, 13, '52:46.1', 37.45708629106555, 99.92192997884037, 129, 78, 62, 'Female', 58.31246477865469, 1.794088921531801, 0.10957746890024737, 51, 18.11646544124075, 95, 'High Risk'),
(146643, 86, 19, '51:46.1', 37.27849016835192, 98.55873808140082, 114, 80, 53, 'Male', 80.13995830726982, 1.8989225666381442, 0.11909199098035002, 34, 22.224633141298835, 91.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(146645, 95, 16, '49:46.1', 36.536504477417154, 98.42979264, 128, 84, 77, 'Male', 62.69284333446943, 1.669753837106997, 0.06791167, 44, 22.48604454780022, 98.66666666666667, 'High Risk'),
(146646, 86, 16, '48:46.1', 36.50355583298448, 95.43137635976034, 131, 84, 33, 'Female', 77.96918072338588, 1.7381685684525814, 0.1136966972819653, 47, 25.807098908982272, 99.66666666666667, 'Low Risk'),
(146647, 67, 15, '47:46.1', 37.24330519, 98.55615725947011, 117, 78, 41, 'Female', 97.49791964751327, 1.8807702655792795, 0.10564741721792573, 39, 27.562832689393296, 91, 'Low Risk'),
(146648, 69, 16, '46:46.1', 37.47266459416189, 96.18489852923487, 128, 82, 63, 'Female', 82.39430697260718, 1.5338144639849505, 0.11078696036792887, 46, 35.022855107768954, 97.33333333333333, 'High Risk'),
(146649, 88, 13, '45:46.1', 36.864703790826944, 97.87978720229138, 115, 77, 20, 'Male', 60.11506657969885, 1.735759194847901, 0.052728629, 38, 19.952824535123625, 89.66666666666667, 'Low Risk'),
(146650, 67, 18, '44:46.1', 36.26489098221285, 98.85495531, 119, 86, 76, 'Female', 57.590472066220514, 1.613042546329838, 0.1469812617268419, 33, 22.13395349176595, 97, 'Low Risk'),
(146651, 87, 15, '43:46.1', 36.06158748888681, 96.50788268617829, 121, 72, 78, 'Male', 61.99794266279402, 1.6178445270885762, 0.12252681905037034, 49, 23.68665365788007, 88.33333333333333, 'Low Risk'),
(146652, 90, 18, '42:46.1', 37.27337276623986, 98.01004016647205, 137, 86, 40, 'Male', 79.00601577362079, 1.545141308, 0.10357816135160358, 51, 33.09205631556691, 103, 'High Risk'),
(146653, 98, 19, '41:46.1', 36.959854214155236, 96.82086261546485, 122, 76, 75, 'Female', 78.81158629, 1.8305431131204517, 0.12615673396535948, 46, 23.519611577046238, 91.33333333333333, 'High Risk'),
(146654, 97, 18, '40:46.1', 37.33894450835788, 97.49610900222963, 124, 78, 48, 'Male', 94.14154908645241, 1.9443285008229874, 0.1265020020440111, 46, 24.90244879058666, 93.33333333333333, 'High Risk'),
(146655, 75, 19, '39:46.1', 36.04476728482476, 98.37232337458033, 112, 84, 60, 'Female', 90.96041568715111, 1.9184235176915543, 0.055252854, 28, 24.715161740762834, 93.33333333333333, 'Low Risk'),
(146656, 68, 14, '38:46.1', 36.49284508, 95.74123653996327, 131, 87, 57, 'Male', 67.89814907687705, 1.6935670570160815, 0.097989157, 44, 23.672991431602917, 101.66666666666667, 'Low Risk'),
(146657, 72, 17, '37:46.1', 36.70807299818683, 95.82842895696913, 136, 88, 47, 'Male', 84.40495609859732, 1.772347906375241, 0.11259400816912461, 48, 26.87014408060955, 104, 'Low Risk'),
(146658, 83, 15, '36:46.1', 37.25904304901553, 99.58243030635795, 135, 71, 32, 'Female', 78.65760677131499, 1.8021411940781789, 0.067481338, 64, 24.21938440849054, 92.33333333333333, 'Low Risk'),
(146659, 70, 14, '35:46.1', 37.309795448974974, 95.33656418382265, 134, 71, 35, 'Female', 67.14561311364412, 1.9396322371538266, 0.1083323965277198, 63, 17.847560244881393, 92, 'High Risk'),
(146660, 60, 15, '34:46.1', 36.348651799890945, 99.81848091420332, 122, 89, 84, 'Male', 62.033050736270795, 1.5675787945161597, 0.082101028, 33, 25.244360887998074, 100, 'Low Risk'),
(146661, 91, 19, '33:46.1', 36.28592480838991, 99.05572658806045, 120, 82, 36, 'Female', 53.15133253339686, 1.6726836828941318, 0.056802203, 38, 18.997065331153603, 94.66666666666667, 'High Risk'),
(146662, 99, 13, '32:46.1', 36.87557841426319, 97.37331352817246, 136, 76, 48, 'Female', 62.06382960267026, 1.6376841560417672, 0.13115756646022697, 60, 23.140795002256827, 96, 'High Risk'),
(146663, 91, 12, '31:46.1', 36.46286834436947, 95.23138359777607, 125, 75, 23, 'Male', 79.37431088252097, 1.5461427641994665, 0.077865331, 50, 33.203264356864736, 91.66666666666666, 'High Risk'),
(146664, 82, 13, '30:46.1', 36.55702911262406, 99.36249715, 118, 75, 21, 'Female', 55.4481112, 1.829179244718367, 0.094176482, 43, 16.571973379935763, 89.33333333333333, 'High Risk'),
(146665, 95, 15, '29:46.1', 36.07082963683495, 95.3411549, 135, 83, 57, 'Female', 78.97128296, 1.9135659793923172, 0.050853076, 52, 21.56663117, 100.33333333333333, 'High Risk'),
(146666, 93, 17, '28:46.1', 37.205743085851275, 96.79666298465925, 128, 82, 88, 'Male', 84.61036710543434, 1.9011375475957157, 0.09842897, 46, 23.40973517967061, 97.33333333333333, 'High Risk'),
(146667, 99, 13, '27:46.1', 37.123186408343415, 99.25775732653594, 117, 87, 23, 'Male', 80.42824617095451, 1.717721285170014, 0.13035229396504508, 30, 27.258578489286524, 97, 'High Risk'),
(146668, 64, 12, '26:46.1', 37.02484286960667, 98.92910908875027, 130, 75, 77, 'Male', 71.50038781923848, 1.5371629001581901, 0.05202236, 55, 30.25997808907373, 93.33333333333333, 'High Risk'),
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(146670, 82, 17, '24:46.1', 36.789417228649604, 96.28634376013869, 134, 79, 83, 'Male', 81.28525179764773, 1.9805072963040895, 0.14145841357892663, 55, 20.72329751292182, 97.33333333333333, 'Low Risk'),
(146671, 81, 12, '23:46.1', 36.96429900243643, 96.95239242887479, 123, 88, 25, 'Female', 68.20680067372672, 1.921145484912754, 0.058829743, 35, 18.48022140200071, 99.66666666666667, 'High Risk'),
(146672, 60, 12, '22:46.1', 37.19114410440377, 97.25916947719695, 137, 77, 80, 'Male', 69.81153836007846, 1.6935022836471854, 0.1479995752309094, 60, 24.341965073333473, 97, 'Low Risk'),
(146673, 77, 13, '21:46.1', 37.37392835580443, 97.89218684080738, 139, 75, 60, 'Female', 69.75543470808448, 1.956605032751407, 0.11942647155011477, 64, 18.22097939387967, 96.33333333333333, 'High Risk'),
(146674, 94, 13, '20:46.1', 37.07942674, 95.23615234465929, 118, 84, 44, 'Female', 88.17975983437299, 1.5826814749621292, 0.1383726831176506, 34, 35.20317816042095, 95.33333333333333, 'High Risk'),
(146675, 72, 18, '19:46.1', 37.12132623834837, 98.79490741935453, 126, 85, 43, 'Female', 57.73630931, 1.6179269669744412, 0.092203958, 41, 22.05622541043613, 98.66666666666667, 'Low Risk'),
(146676, 62, 18, '18:46.1', 37.176296933430145, 96.88430692847594, 135, 72, 78, 'Male', 72.93921263528135, 1.7382117239775878, 0.13425084611052557, 63, 24.14102585530337, 93, 'Low Risk'),
(146677, 76, 19, '17:46.1', 37.36843553654696, 99.73598227182346, 124, 73, 49, 'Male', 89.71700067843334, 1.6889273414082226, 0.053050818, 51, 31.45232926557616, 90, 'High Risk'),
(146678, 93, 19, '16:46.1', 36.055764301246334, 99.38625890562602, 134, 71, 76, 'Male', 83.40294080348528, 1.7414686900926544, 0.070739335, 63, 27.50109731534411, 92, 'High Risk'),
(146679, 98, 13, '15:46.1', 36.95159502, 96.18704238399255, 133, 82, 86, 'Female', 58.10715952035345, 1.6532302029476786, 0.051569517195289585, 51, 21.259986503080302, 99, 'High Risk'),
(146680, 72, 13, '14:46.1', 36.90554869427159, 97.98093379344087, 113, 74, 21, 'Female', 85.52428888016127, 1.7211947811709107, 0.066815849, 39, 28.868846453314227, 87, 'Low Risk'),
(146681, 76, 14, '13:46.1', 36.245690809714475, 96.62910912, 123, 74, 43, 'Male', 95.90198622759796, 1.8907024187633013, 0.13344917126409447, 49, 26.827564170622082, 90.33333333333333, 'Low Risk'),
(146682, 98, 17, '12:46.1', 36.054700776019764, 97.49716026520656, 122, 81, 23, 'Female', 73.74698714161735, 1.7596504387218148, 0.12991491054391624, 41, 23.81724248, 94.66666666666667, 'High Risk'),
(146683, 76, 18, '11:46.1', 37.20394454157225, 99.75812507039737, 119, 79, 83, 'Female', 90.19681882, 1.8616863067158562, 0.086525633, 40, 26.02424936720486, 92.33333333333333, 'Low Risk'),
(146684, 87, 14, '10:46.1', 36.23398790402623, 97.17589288657166, 135, 86, 79, 'Male', 99.13781434113594, 1.7636888578756353, 0.062593762, 49, 31.870978504611962, 102.33333333333333, 'High Risk'),
(146685, 91, 14, '09:46.1', 36.101331091694206, 98.10826617098395, 116, 71, 38, 'Female', 98.36201551854862, 1.5145130649386673, 0.089556351, 45, 42.88262586222087, 86, 'High Risk'),
(146686, 96, 15, '08:46.1', 36.23964620447767, 97.40905559623094, 134, 71, 45, 'Male', 54.22205436265596, 1.5229379301204398, 0.12796246492605076, 63, 23.378226473366894, 92, 'High Risk'),
(146687, 73, 13, '07:46.1', 36.013483765993165, 96.43152145504617, 131, 70, 53, 'Male', 82.88590234217922, 1.776316770416149, 0.085679031, 61, 26.268776031038733, 90.33333333333333, 'Low Risk'),
(146688, 74, 15, '06:46.1', 37.16365776434765, 98.89521291263945, 110, 73, 63, 'Female', 65.02375506606832, 1.8399862419347741, 0.055180864, 37, 19.206264020981465, 85.33333333333333, 'Low Risk'),
(146689, 68, 17, '05:46.1', 36.625116079298024, 97.79183093637364, 114, 71, 23, 'Female', 97.66487996990607, 1.7965600751198774, 0.069534505, 43, 30.259025153348205, 85.33333333333333, 'High Risk'),
(146690, 75, 17, '04:46.1', 36.22918508028605, 96.58128730099921, 126, 74, 71, 'Male', 53.249437086567646, 1.7605492463451884, 0.1027500880932413, 52, 17.17982223134434, 91.33333333333333, 'High Risk'),
(146691, 92, 13, '03:46.1', 37.363653040926195, 98.72967411560356, 124, 81, 35, 'Female', 96.75418183, 1.9962402723037882, 0.14737737775286652, 43, 24.27974488432005, 95.33333333333333, 'High Risk'),
(146692, 64, 19, '02:46.1', 36.22249773023336, 96.72982829428473, 129, 79, 76, 'Male', 59.715014921111994, 1.9641218147799662, 0.069743944, 50, 15.479135670090422, 95.66666666666666, 'High Risk'),
(146693, 91, 13, '01:46.1', 37.195312244365255, 98.17763747386061, 130, 80, 55, 'Male', 97.23301851649741, 1.5559681304167765, 0.14005559512099114, 50, 40.161726413200796, 96.66666666666666, 'High Risk'),
(146694, 67, 15, '00:46.1', 37.46810082, 96.18170404048534, 118, 74, 19, 'Male', 70.86297454749453, 1.524315344765151, 0.11842198289349155, 44, 30.497885897374417, 88.66666666666667, 'High Risk'),
(146695, 60, 18, '59:46.1', 37.40190685127877, 95.16641414389794, 138, 71, 38, 'Male', 64.20920216930615, 1.858363514407207, 0.13336454423881788, 67, 18.592420495551245, 93.33333333333333, 'Low Risk'),
(146696, 95, 15, '58:46.1', 36.285271835356596, 99.81672944441968, 120, 79, 75, 'Female', 92.43603756602286, 1.6740998053708738, 0.062724375, 41, 32.982124642223134, 92.66666666666667, 'High Risk'),
(146697, 98, 18, '57:46.1', 36.94655165702642, 97.59626455546103, 138, 73, 72, 'Male', 86.51117074426898, 1.5373636171008442, 0.096873038, 65, 36.60319465570629, 94.66666666666666, 'High Risk'),
(146698, 69, 14, '56:46.1', 36.644612486025665, 98.59068150717268, 113, 84, 50, 'Male', 94.13927042494294, 1.7307750905463821, 0.093868254, 29, 31.426032541526393, 93.66666666666667, 'High Risk'),
(146699, 80, 12, '55:46.1', 37.14324607855679, 98.84615981086415, 114, 70, 62, 'Male', 99.43059081893578, 1.9894361757949204, 0.089013094, 44, 25.122334754851046, 84.66666666666667, 'Low Risk'),
(146700, 82, 19, '54:46.1', 36.725804549255166, 98.69450100891413, 120, 76, 45, 'Male', 95.48323576349843, 1.5591357469428835, 0.14250371097098175, 44, 39.278895780221475, 90.66666666666667, 'High Risk'),
(146701, 66, 18, '53:46.1', 36.667174066147034, 97.44787058312775, 126, 75, 30, 'Female', 69.17971823, 1.9694781255056333, 0.11083088409622115, 51, 17.83513765406201, 92, 'High Risk'),
(146702, 88, 17, '52:46.1', 36.985755034455465, 96.78013343439021, 134, 74, 58, 'Male', 78.75994438639206, 1.6596891290003914, 0.12754764476030117, 60, 28.59248500877728, 94, 'Low Risk'),
(146703, 89, 15, '51:46.1', 37.41586382202234, 96.89085993959901, 133, 78, 52, 'Female', 77.38554389759196, 1.6703602397921165, 0.074205981, 55, 27.735726862408598, 96.33333333333333, 'Low Risk'),
(146704, 84, 18, '50:46.1', 36.31522982221748, 98.41627529914854, 120, 72, 31, 'Male', 91.64342070892948, 1.6033926009536936, 0.14151392220678027, 48, 35.646881391551716, 88, 'High Risk'),
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(146881, 68, 14, '53:46.1', 36.16848163468766, 96.92461167481879, 126, 88, 83, 'Male', 79.80364904424272, 1.6174236560822646, 0.14987508569825442, 38, 30.505290745920195, 100.66666666666667, 'High Risk'),
(146882, 77, 19, '52:46.1', 37.159170578637685, 97.32983239, 115, 76, 74, 'Male', 76.81558041555884, 1.8284378604807803, 0.10859392667117623, 39, 22.976766225642177, 89, 'Low Risk'),
(146883, 80, 16, '51:46.1', 37.30794986897488, 96.96938756028392, 116, 87, 42, 'Female', 51.83236093729093, 1.5689177965154437, 0.093787832, 29, 21.057199539315377, 96.66666666666667, 'Low Risk'),
(146884, 68, 17, '50:46.1', 36.662167459868876, 99.15856456537595, 120, 85, 18, 'Male', 70.18369720019763, 1.8930191680568709, 0.050413264, 35, 19.585119223335596, 96.66666666666667, 'Low Risk'),
(146885, 85, 16, '49:46.1', 37.26576627771279, 95.71144716, 139, 84, 86, 'Female', 69.88204802600909, 1.605595616197917, 0.11682999480000907, 55, 27.10773783889545, 102.33333333333333, 'Low Risk'),
(146886, 72, 15, '48:46.1', 37.45666668107114, 99.08434756324189, 136, 87, 72, 'Male', 96.60757567475872, 1.5864076905139974, 0.071440182, 49, 38.38677001230003, 103.33333333333333, 'High Risk'),
(146887, 72, 17, '47:46.1', 37.45124723299047, 97.78701268, 132, 86, 81, 'Female', 51.11861144147598, 1.9490614116585223, 0.078513355, 46, 13.456372535224999, 101.33333333333333, 'High Risk'),
(146888, 60, 19, '46:46.1', 36.43954047267493, 96.75049436269177, 127, 83, 57, 'Male', 84.55649663584667, 1.8442924144605801, 0.11113964550013208, 44, 24.85921559584661, 97.66666666666667, 'Low Risk'),
(146889, 65, 16, '45:46.1', 36.20302804204586, 97.90849027762681, 121, 88, 46, 'Male', 55.92928547485867, 1.9837223310428491, 0.091231812, 33, 14.212730022860756, 99, 'High Risk'),
(146890, 70, 14, '44:46.1', 36.400578167412014, 95.78093086054305, 134, 84, 53, 'Male', 77.88055015680592, 1.5287903137399375, 0.1400231714659541, 50, 33.322161578811226, 100.66666666666666, 'High Risk'),
(146891, 62, 14, '43:46.1', 37.112775323334574, 96.76872615563343, 139, 75, 59, 'Male', 84.40674327771869, 1.6891099908726963, 0.11422699261485116, 64, 29.58429895462843, 96.33333333333333, 'Low Risk'),
(146892, 85, 18, '42:46.1', 36.99108809667663, 99.66566805353298, 135, 70, 66, 'Male', 51.04669107797012, 1.514349225708881, 0.06076403, 65, 22.259505700076822, 91.66666666666666, 'Low Risk'),
(146893, 71, 15, '41:46.1', 36.84926428239961, 97.90372084491229, 139, 80, 37, 'Female', 88.05600329766622, 1.6417143496318098, 0.063220795, 59, 32.67110183286992, 99.66666666666666, 'High Risk'),
(146894, 67, 14, '40:46.1', 37.49559169149323, 97.69020853118029, 124, 81, 85, 'Female', 61.338115877443315, 1.996212660291651, 0.13828396296177514, 43, 15.392771425546949, 95.33333333333333, 'High Risk'),
(146895, 92, 14, '39:46.1', 36.53781817045868, 99.75771174440808, 132, 81, 70, 'Male', 87.85914693478534, 1.8743599839228628, 0.10141574407749215, 51, 25.00811596145061, 98, 'High Risk'),
(146896, 62, 12, '38:46.1', 37.39551445861974, 96.19801270935672, 122, 74, 31, 'Female', 68.32364924814908, 1.6698648555981075, 0.062173749, 48, 24.50238758821011, 90, 'Low Risk'),
(146897, 64, 19, '37:46.1', 36.26538044065096, 96.05345320929743, 113, 83, 61, 'Male', 64.41015116148061, 1.8263311688389552, 0.064775411, 30, 19.310577252520922, 93, 'Low Risk'),
(146898, 96, 12, '36:46.1', 36.84628686171565, 97.23885738284717, 123, 71, 71, 'Male', 58.537739311211055, 1.5971715216302775, 0.060856872987920196, 52, 22.94736536354268, 88.33333333333333, 'High Risk'),
(146899, 85, 14, '35:46.1', 37.17182873584932, 95.73049712004536, 137, 80, 67, 'Female', 68.35362495693937, 1.8136389177499086, 0.14750447321452775, 57, 20.780686866575575, 99, 'Low Risk'),
(146900, 90, 14, '34:46.1', 36.37536382419929, 96.68375082826404, 138, 82, 47, 'Female', 82.40391783015785, 1.6025137529941647, 0.11521555578064262, 56, 32.088124175180305, 100.66666666666666, 'High Risk'),
(146901, 83, 13, '33:46.1', 36.40829624630661, 97.94527977129303, 122, 73, 77, 'Male', 73.86093823359155, 1.9645539191620998, 0.084625837, 49, 19.13757537172123, 89.33333333333333, 'Low Risk'),
(146902, 64, 13, '32:46.1', 37.19195456072322, 97.44849132309345, 112, 76, 54, 'Male', 53.69780093392792, 1.686827233, 0.072402272, 36, 18.8718855, 88, 'Low Risk'),
(146903, 76, 17, '31:46.1', 37.46698360792651, 99.29089292019108, 121, 80, 72, 'Female', 99.98031044851092, 1.851333119252423, 0.10479584099431571, 41, 29.170598517549603, 93.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(146905, 68, 19, '29:46.1', 37.19325668699559, 95.67336375524756, 126, 88, 82, 'Male', 69.72870945049024, 1.6625200542947713, 0.068823116, 38, 25.227710687807175, 100.66666666666667, 'Low Risk'),
(146906, 90, 19, '28:46.1', 36.76818735742914, 95.94225115165952, 116, 79, 56, 'Male', 78.10297699258075, 1.6741153664788022, 0.071974363, 37, 27.86742381, 91.33333333333333, 'Low Risk'),
(146907, 88, 14, '27:46.1', 36.52166534168511, 98.23593759797461, 110, 87, 66, 'Female', 71.73756971, 1.9891640956360404, 0.10168333642511761, 23, 18.13031862511028, 94.66666666666667, 'High Risk'),
(146908, 82, 17, '26:46.1', 36.68129007, 99.43557158392854, 126, 72, 69, 'Female', 54.59655263037771, 1.7688719634117869, 0.13606682772697612, 54, 17.44907559762748, 90, 'High Risk'),
(146909, 80, 18, '25:46.1', 36.23168152969483, 97.20149865, 111, 86, 18, 'Female', 88.41235722366392, 1.8123529436157204, 0.10433756465100291, 25, 26.917047116010227, 94.33333333333333, 'Low Risk'),
(146910, 77, 12, '24:46.1', 36.62579522, 97.09549709235884, 133, 87, 33, 'Female', 77.90510587578406, 1.6592743440814814, 0.11863102955900674, 46, 28.296291830985563, 102.33333333333333, 'Low Risk'),
(146911, 90, 14, '23:46.1', 36.92395324343495, 96.85072838931319, 120, 72, 20, 'Male', 98.62671244130286, 1.9702428619229613, 0.079874785, 48, 25.407096163980675, 88, 'Low Risk'),
(146912, 94, 12, '22:46.1', 36.85321412847878, 99.55505581, 134, 75, 55, 'Male', 72.17730533145547, 1.863375278870965, 0.060703155, 59, 20.78739196438445, 94.66666666666666, 'High Risk'),
(146913, 95, 13, '21:46.1', 36.277973149819346, 97.4000997, 129, 76, 20, 'Female', 57.98736599452043, 1.6053964572416546, 0.098093852, 53, 22.49928833746665, 93.66666666666666, 'High Risk'),
(146914, 89, 12, '20:46.1', 37.10368377142035, 99.74049448471088, 130, 81, 77, 'Male', 74.60935230707653, 1.8947368147605474, 0.13623584231463834, 49, 20.78238962984054, 97.33333333333333, 'Low Risk'),
(146915, 60, 12, '19:46.1', 36.16589263209962, 97.00916177872928, 136, 74, 67, 'Male', 64.64656522254697, 1.5473898338766494, 0.065159342, 62, 26.998894167171006, 94.66666666666666, 'Low Risk'),
(146916, 68, 17, '18:46.1', 36.904119295714615, 95.55490085, 126, 73, 49, 'Male', 96.28838904612084, 1.7884368662679893, 0.1430179736802515, 53, 30.104172467737275, 90.66666666666666, 'High Risk'),
(146917, 61, 17, '17:46.1', 36.018186938021096, 96.48670759302753, 114, 74, 22, 'Female', 58.88686459688189, 1.7357224458284335, 0.10215117140413507, 40, 19.545998981487244, 87.33333333333333, 'Low Risk'),
(146918, 90, 14, '16:46.1', 37.48680016890721, 99.12338134, 113, 82, 81, 'Female', 70.09189615468912, 1.7180482127671217, 0.098069556, 31, 23.746363674840747, 92.33333333333333, 'Low Risk'),
(146919, 84, 17, '15:46.1', 37.42460088930072, 96.29506675564629, 115, 88, 24, 'Female', 71.51987217512749, 1.571391939164024, 0.055169985256278475, 27, 28.96394323108004, 97, 'Low Risk'),
(146920, 84, 16, '14:46.1', 37.37760748238642, 97.47775379503845, 125, 89, 72, 'Male', 72.39333732534978, 1.7920480698075831, 0.11874579683820921, 36, 22.542355168225455, 101, 'Low Risk'),
(146921, 90, 16, '13:46.1', 37.426654590755106, 99.21760497188134, 112, 70, 37, 'Male', 74.12330900770004, 1.7319351573833752, 0.1010260319632417, 42, 24.711069508187446, 84, 'Low Risk'),
(146922, 85, 13, '12:46.1', 36.008389763352234, 95.17898130129672, 133, 78, 48, 'Male', 50.73287144651397, 1.7115296524913133, 0.07164393, 55, 17.318911313199322, 96.33333333333333, 'High Risk'),
(146923, 78, 15, '11:46.1', 36.560678306385334, 98.39943333812339, 113, 79, 61, 'Male', 95.27571304696481, 1.6109239533527502, 0.11897081079776153, 34, 36.714035987105234, 90.33333333333333, 'High Risk'),
(146924, 72, 18, '10:46.1', 36.65550594477742, 97.5315561, 115, 75, 48, 'Female', 96.49783569010732, 1.6449568830132781, 0.12242113781862038, 40, 35.66223315964899, 88.33333333333333, 'High Risk'),
(146925, 78, 16, '09:46.1', 36.09901005569544, 97.75101102, 139, 78, 41, 'Female', 70.90683351766604, 1.7782730541421383, 0.091441219, 61, 22.422869845232217, 98.33333333333333, 'Low Risk'),
(146926, 98, 19, '08:46.1', 37.43312044463513, 95.00983582318817, 138, 82, 84, 'Male', 65.71494115060099, 1.8103148771725164, 0.12006893925429946, 56, 20.05191626573571, 100.66666666666666, 'High Risk'),
(146927, 84, 14, '07:46.1', 36.34946140865809, 96.63971929989873, 113, 89, 54, 'Female', 50.21622385182143, 1.555581208168969, 0.095827714, 24, 20.75193867777226, 97, 'Low Risk'),
(146928, 75, 15, '06:46.1', 37.19414617000651, 99.07218908217152, 116, 81, 63, 'Male', 59.37925241260867, 1.640603848114055, 0.052979483, 35, 22.06110561473374, 92.66666666666667, 'Low Risk'),
(146929, 75, 13, '05:46.1', 37.12941095910823, 95.21852699090861, 131, 79, 65, 'Male', 58.40803255109385, 1.8556804882773978, 0.10488781956533898, 52, 16.961574911417237, 96.33333333333333, 'High Risk'),
(146930, 84, 15, '04:46.1', 37.22779053289416, 98.06293298891353, 114, 74, 66, 'Male', 98.13413582667067, 1.897063922, 0.13222990880887436, 40, 27.268181293625886, 87.33333333333333, 'Low Risk'),
(146931, 86, 15, '03:46.1', 36.97028121631773, 96.39118305260874, 127, 87, 68, 'Female', 84.51242420196775, 1.776621325480774, 0.073277179, 40, 26.77508250899588, 100.33333333333333, 'Low Risk'),
(146932, 88, 18, '02:46.1', 37.28545664, 98.80813726725118, 116, 77, 81, 'Male', 93.16261580715427, 1.8183295668814599, 0.068523087, 39, 28.177111650830565, 90, 'Low Risk'),
(146933, 70, 13, '01:46.1', 37.41302233489356, 99.20332999820323, 116, 72, 68, 'Female', 62.54733878502533, 1.8677908765727023, 0.051927925, 44, 17.928846004850975, 86.66666666666667, 'High Risk'),
(146934, 84, 12, '00:46.1', 36.532953522562536, 97.28916923623427, 137, 85, 25, 'Male', 79.38146433976874, 1.8128882706977434, 0.057719208853820994, 52, 24.15333071, 102.33333333333333, 'Low Risk'),
(146935, 75, 16, '59:46.1', 36.60327524, 95.68524191325058, 136, 81, 72, 'Female', 90.91576078, 1.5216196708720702, 0.11161982511460034, 55, 39.26693009208921, 99.33333333333333, 'High Risk'),
(146936, 88, 14, '58:46.1', 36.83180853832173, 95.29886162848283, 122, 78, 62, 'Female', 62.60607004997101, 1.982393083399597, 0.098210214, 44, 15.93077468472046, 92.66666666666667, 'High Risk'),
(146937, 80, 12, '57:46.1', 37.160334004805655, 99.80202593465759, 128, 73, 22, 'Male', 54.552392424038615, 1.5460233930299423, 0.050183148, 55, 22.823470309158388, 91.33333333333333, 'Low Risk'),
(146938, 73, 17, '56:46.1', 37.24756822273931, 98.41196765105268, 133, 79, 53, 'Male', 53.40311435986766, 1.747722065181213, 0.053193862, 54, 17.483237061270714, 97, 'High Risk'),
(146939, 76, 13, '55:46.1', 37.325572404143756, 98.07319658221273, 139, 88, 55, 'Female', 54.056575417284165, 1.601579131535999, 0.13359596464388684, 51, 21.07423051678714, 105, 'Low Risk'),
(146940, 69, 18, '54:46.1', 36.220566538779366, 96.74459076469759, 112, 76, 19, 'Male', 80.04559651015573, 1.9309429083590772, 0.056418954, 36, 21.46834563840297, 88, 'Low Risk'),
(146941, 70, 15, '53:46.1', 36.159326709946505, 96.47442953744338, 121, 79, 61, 'Female', 63.966123786964445, 1.982062343893719, 0.14294326494762566, 42, 16.282287271256966, 93, 'High Risk'),
(146942, 98, 13, '52:46.1', 37.29382071327741, 98.47122666663347, 119, 87, 43, 'Female', 94.43450164640821, 1.6399931294586911, 0.09919256, 32, 35.11127784450516, 97.66666666666667, 'High Risk'),
(146943, 91, 19, '51:46.1', 37.27886698397734, 98.33036812279929, 120, 75, 51, 'Female', 98.43036124, 1.8916263425205095, 0.1376843943985757, 45, 27.50795925146058, 90, 'High Risk'),
(146944, 63, 16, '50:46.1', 36.97505888740112, 97.17025653913505, 111, 76, 44, 'Female', 91.51820405298147, 1.5649831423089582, 0.074200508, 35, 37.366993924951664, 87.66666666666667, 'High Risk'),
(146945, 60, 14, '49:46.1', 36.545238301458504, 95.59562814554396, 114, 82, 34, 'Female', 72.05581902238542, 1.8837978043514267, 0.058391281815885876, 32, 20.30488275903129, 92.66666666666667, 'Low Risk'),
(146946, 94, 12, '48:46.1', 36.62709753140116, 97.60660346370351, 135, 85, 38, 'Male', 81.47077218686022, 1.6227349982094246, 0.10185346620800227, 50, 30.939025246709186, 101.66666666666666, 'High Risk'),
(146947, 78, 17, '47:46.1', 36.90541699600516, 97.23014203588217, 112, 80, 56, 'Male', 82.12813085, 1.7351518564648614, 0.082682649, 32, 27.278278585922713, 90.66666666666667, 'Low Risk'),
(146948, 88, 12, '46:46.1', 36.06315531464827, 95.52121566767529, 129, 70, 32, 'Male', 55.716107497889226, 1.939539111458672, 0.073723736, 59, 14.810976204574256, 89.66666666666666, 'High Risk'),
(146949, 98, 16, '45:46.1', 37.48532618225936, 97.91065730407972, 135, 76, 41, 'Male', 63.808849809637934, 1.5757295993758333, 0.13979919283983133, 59, 25.699077261911174, 95.66666666666666, 'High Risk'),
(146950, 97, 16, '44:46.1', 36.248576015398065, 97.23134827131759, 139, 86, 45, 'Male', 80.53574243108831, 1.6845431836560802, 0.1376462813326306, 53, 28.380782749798367, 103.66666666666666, 'High Risk'),
(146951, 84, 17, '43:46.1', 37.086243785518434, 97.74805085548907, 131, 88, 38, 'Male', 59.12907075888257, 1.8253853514549458, 0.088970033, 43, 17.745650826375545, 102.33333333333333, 'High Risk'),
(146952, 90, 17, '42:46.1', 37.40089313073016, 96.44843724693074, 117, 82, 39, 'Male', 61.5053531, 1.5715977580227434, 0.078714811, 35, 24.901764118377457, 93.66666666666667, 'Low Risk'),
(146953, 61, 16, '41:46.1', 36.90607407, 98.07574242447238, 128, 73, 45, 'Male', 62.96602139, 1.7320249876352574, 0.080474704, 55, 20.98929957146199, 91.33333333333333, 'Low Risk'),
(146954, 96, 18, '40:46.1', 36.97545987247302, 99.48253962336062, 130, 71, 59, 'Female', 73.21136659068287, 1.6378219581532292, 0.1251862144975024, 59, 27.29261411835501, 90.66666666666666, 'High Risk'),
(146955, 79, 17, '39:46.1', 36.60507007364263, 98.91151373926725, 129, 80, 69, 'Female', 57.85949187733465, 1.8178828902060926, 0.13914591457611475, 49, 17.508252896888735, 96.33333333333333, 'High Risk'),
(146956, 99, 16, '38:46.1', 37.477338339163204, 95.98243242816113, 134, 82, 65, 'Female', 92.50646183, 1.9606841184343444, 0.13025099270864982, 52, 24.063389917348715, 99.33333333333333, 'High Risk'),
(146957, 98, 16, '37:46.1', 37.100078996528374, 98.78708529311062, 131, 84, 73, 'Male', 98.96122270947797, 1.957322721775873, 0.071313166, 47, 25.83093801039834, 99.66666666666667, 'High Risk'),
(146958, 63, 14, '36:46.1', 37.46031300571476, 96.16349495056676, 110, 74, 69, 'Female', 76.98244015805977, 1.7579085992388346, 0.13268608042481106, 36, 24.91145487410787, 86, 'Low Risk'),
(146959, 63, 16, '35:46.1', 36.333809557942786, 95.50055903, 126, 77, 20, 'Male', 51.65078565458666, 1.714177695647805, 0.063132878, 49, 17.57782968198484, 93.33333333333333, 'High Risk'),
(146960, 66, 13, '34:46.1', 36.04470289071138, 95.44192196112367, 135, 77, 64, 'Female', 75.47014522, 1.5408580134722216, 0.11616523790904677, 58, 31.787029359397945, 96.33333333333333, 'High Risk'),
(146961, 66, 12, '33:46.1', 36.126081199684855, 99.26459651282529, 113, 74, 43, 'Male', 87.17087521238797, 1.7961054065301159, 0.053270853, 39, 27.02139500320789, 87, 'Low Risk'),
(146962, 87, 17, '32:46.1', 36.84547679173125, 95.25956660567357, 110, 81, 38, 'Female', 51.45349284606297, 1.6530124265993675, 0.074088234, 29, 18.83053351, 90.66666666666667, 'Low Risk'),
(146963, 67, 14, '31:46.1', 36.22547686454834, 97.65403605913099, 113, 88, 54, 'Female', 60.923438600306255, 1.7971697153582051, 0.1447290544812802, 25, 18.86280279735335, 96.33333333333333, 'Low Risk'),
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(147140, 80, 19, '34:46.1', 37.361014515997105, 97.72310692500712, 116, 84, 42, 'Female', 56.675143199368875, 1.8820099044605318, 0.1002324298413828, 32, 16.00106232430856, 94.66666666666667, 'High Risk'),
(147141, 73, 12, '33:46.1', 37.484871299284215, 97.32508470975867, 133, 79, 82, 'Female', 53.97473729480024, 1.875887778616143, 0.076865894, 54, 15.338285922837944, 97, 'High Risk'),
(147142, 71, 13, '32:46.1', 36.56302570046561, 98.86898246, 113, 75, 70, 'Male', 89.14081657, 1.8849234202870229, 0.1480850777926027, 38, 25.08933711106569, 87.66666666666667, 'Low Risk'),
(147143, 81, 13, '31:46.1', 36.25172225720361, 95.66629376297831, 110, 75, 57, 'Male', 80.21518871, 1.6647804583947252, 0.14292449919101946, 35, 28.94294176354672, 86.66666666666667, 'Low Risk'),
(147144, 75, 13, '30:46.1', 37.034332318875805, 96.01787853554667, 111, 71, 57, 'Male', 54.74186224626955, 1.964795865016245, 0.069349579, 40, 14.180276412021403, 84.33333333333333, 'High Risk'),
(147145, 68, 19, '29:46.1', 36.604047206333156, 99.89309116752624, 127, 76, 73, 'Female', 66.54624331400854, 1.972229758696167, 0.096506557, 51, 17.108365841898888, 93, 'High Risk'),
(147146, 65, 19, '28:46.1', 37.314232027692334, 97.18714633019209, 134, 79, 43, 'Male', 51.602176844786214, 1.9424844790918625, 0.13027198984783683, 55, 13.675805263661031, 97.33333333333333, 'High Risk'),
(147147, 63, 12, '27:46.1', 37.13021658884769, 99.17674132447611, 111, 72, 62, 'Female', 58.015968890058026, 1.814544559925635, 0.091563744, 39, 17.620258447088982, 85, 'High Risk'),
(147148, 60, 13, '26:46.1', 36.412004158444766, 97.87101928860457, 122, 82, 29, 'Female', 55.84504864428544, 1.507990001250123, 0.10681181524614697, 40, 24.557703393384255, 95.33333333333333, 'Low Risk'),
(147149, 78, 12, '25:46.1', 36.849429915809516, 95.81266280532358, 120, 84, 46, 'Male', 95.82387475603832, 1.9337020709064412, 0.11515298741576087, 36, 25.62681321184807, 96, 'Low Risk'),
(147150, 93, 15, '24:46.1', 37.26641586036834, 99.58763733098259, 120, 72, 72, 'Female', 73.75284477278797, 1.5348204856642502, 0.13103659986650762, 48, 31.308596680538002, 88, 'High Risk'),
(147151, 77, 14, '23:46.1', 36.400300545659604, 99.22878337294033, 113, 79, 63, 'Male', 57.78150827, 1.8307313077569387, 0.083955205, 34, 17.240095090908135, 90.33333333333333, 'High Risk'),
(147152, 66, 17, '22:46.1', 36.58712768112147, 97.15865397427966, 129, 83, 21, 'Female', 78.47726621374065, 1.747274488447121, 0.073199634, 46, 25.705235910425458, 98.33333333333333, 'Low Risk'),
(147153, 83, 15, '21:46.1', 36.30779045621302, 98.79105644, 111, 84, 74, 'Female', 73.07585381, 1.5438314745873112, 0.058117048, 27, 30.66013880886798, 93, 'High Risk'),
(147154, 74, 17, '20:46.1', 36.973948612244364, 96.93723024, 137, 86, 80, 'Male', 94.08341796737237, 1.7616275004755613, 0.14384007901670998, 51, 30.31690925385438, 103, 'High Risk'),
(147155, 74, 12, '19:46.1', 36.15836676512837, 96.53088060704427, 110, 75, 50, 'Male', 75.14858123760587, 1.693041136279994, 0.1338418772603937, 35, 26.217167270192434, 86.66666666666667, 'Low Risk'),
(147156, 91, 19, '18:46.1', 37.16451262, 99.11624359, 133, 88, 24, 'Female', 51.156591089926295, 1.5724414132424633, 0.12430232141113094, 45, 20.68962648191895, 103, 'High Risk'),
(147157, 86, 12, '17:46.1', 36.08455577482869, 97.99388330171796, 122, 71, 26, 'Male', 99.49787892718592, 1.7095545626020299, 0.14300608380170363, 51, 34.04457287200038, 88, 'High Risk'),
(147158, 60, 12, '16:46.1', 37.41511577093106, 97.10928699, 132, 78, 48, 'Female', 51.420791853007984, 1.9945569502953684, 0.087409918, 54, 12.92545612847042, 96, 'High Risk'),
(147159, 67, 17, '15:46.1', 37.36201363809317, 98.52759284845342, 112, 84, 22, 'Male', 98.87478582, 1.9561411040009336, 0.13140822357732357, 28, 25.83956498, 93.33333333333333, 'Low Risk'),
(147160, 77, 19, '14:46.1', 36.41389739761038, 97.84054284079562, 133, 70, 80, 'Male', 54.61950837588179, 1.724811837538001, 0.14937488809216876, 63, 18.35964749714545, 91, 'High Risk'),
(147161, 96, 15, '13:46.1', 36.457020518111285, 95.96045532353804, 113, 79, 83, 'Female', 85.76225957555077, 1.6469531591361377, 0.06488242, 34, 31.617950821565227, 90.33333333333333, 'High Risk'),
(147162, 81, 13, '12:46.1', 36.64805859488224, 96.39327004207603, 126, 88, 63, 'Male', 64.83156610051469, 1.8556485306867816, 0.10038141359548988, 38, 18.827604578713437, 100.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(147164, 73, 17, '10:46.1', 36.67205123594411, 99.04478019290885, 127, 80, 46, 'Male', 96.08890729, 1.9986971413706929, 0.14569192790006377, 47, 24.053554997220036, 95.66666666666667, 'Low Risk'),
(147165, 91, 14, '09:46.1', 37.30802951550983, 97.14573779362422, 110, 77, 89, 'Male', 90.99798301085974, 1.8277648764993497, 0.1499264450939667, 33, 27.238996972858242, 88, 'High Risk'),
(147166, 88, 13, '08:46.1', 37.37766945572283, 96.29912366015819, 130, 73, 45, 'Female', 94.54323589276393, 1.7916541340397338, 0.1213636513399691, 57, 29.452496338216694, 92, 'Low Risk'),
(147167, 61, 19, '07:46.1', 36.29128092, 98.68828565418191, 124, 87, 56, 'Male', 61.979735533519644, 1.7643679536456802, 0.066895697, 37, 19.91000626448611, 99.33333333333333, 'Low Risk'),
(147168, 97, 15, '06:46.1', 36.36412195525117, 99.64937423, 110, 75, 80, 'Male', 58.152841, 1.6151706999774929, 0.091687123, 35, 22.291232480425542, 86.66666666666667, 'High Risk'),
(147169, 97, 12, '05:46.1', 36.48176817398783, 97.84822515844898, 133, 70, 71, 'Female', 90.12482690964985, 1.862804903035944, 0.087907763, 63, 25.972257435635793, 91, 'High Risk'),
(147170, 92, 18, '04:46.1', 36.05912919021822, 96.23779605080827, 123, 73, 76, 'Male', 93.53965902, 1.8189986029177923, 0.11776531385263385, 50, 28.27034128712017, 89.66666666666666, 'High Risk'),
(147171, 65, 12, '03:46.1', 37.092295754224956, 98.69120203828466, 117, 74, 46, 'Female', 97.58718644806004, 1.7841252362015765, 0.1466604564517569, 43, 30.657880309761318, 88.33333333333333, 'High Risk'),
(147172, 62, 16, '02:46.1', 36.62713449762526, 98.56860165619047, 114, 79, 76, 'Female', 89.25020815774913, 1.7089694299346196, 0.1226010242681041, 35, 30.559106319336575, 90.66666666666667, 'High Risk'),
(147173, 85, 18, '01:46.1', 36.16870882057294, 97.58464705715659, 114, 70, 83, 'Male', 87.86655048140784, 1.6962025291572709, 0.14990645938429403, 44, 30.539938915314064, 84.66666666666667, 'High Risk'),
(147174, 68, 15, '00:46.1', 36.44384648791193, 96.40212799951028, 137, 74, 56, 'Male', 61.29071903, 1.7622075102459847, 0.097442782, 63, 19.73697634842954, 95, 'Low Risk'),
(147175, 89, 12, '59:46.1', 36.642944239360254, 99.43978209222821, 115, 88, 80, 'Male', 73.10645477230523, 1.637164418626068, 0.1433266102382204, 27, 27.27540004664254, 97, 'Low Risk'),
(147176, 81, 15, '58:46.1', 36.48130924256821, 98.23446376971995, 121, 83, 68, 'Female', 69.77247939291443, 1.8470295788352924, 0.055983290545905964, 38, 20.452031609164806, 95.66666666666667, 'Low Risk'),
(147177, 65, 16, '57:46.1', 36.44002092440887, 97.28820911010648, 122, 70, 41, 'Male', 68.26376183367468, 1.5382799695845348, 0.10657967071763405, 52, 28.84824830017153, 87.33333333333333, 'Low Risk'),
(147178, 63, 18, '56:46.1', 36.663973003492075, 95.67448345276532, 120, 81, 77, 'Male', 60.79778511823082, 1.7480582717676372, 0.1271103858601917, 39, 19.896466108506104, 94, 'Low Risk'),
(147179, 81, 13, '55:46.1', 37.45615949, 99.65027330195599, 117, 79, 86, 'Male', 65.37497645589725, 1.869532059399972, 0.13601833424299004, 38, 18.70448312385157, 91.66666666666667, 'Low Risk'),
(147180, 69, 16, '54:46.1', 36.98977606, 97.41251537, 130, 78, 51, 'Female', 77.97347282, 1.843133514675487, 0.1348502748133624, 52, 22.952673825783005, 95.33333333333333, 'Low Risk'),
(147181, 81, 14, '53:46.1', 36.184151806343976, 98.31252282413787, 128, 83, 75, 'Female', 57.36311486016257, 1.7417546274519067, 0.1247353751814661, 45, 18.908574096616544, 98, 'Low Risk'),
(147182, 95, 15, '52:46.1', 36.62979627669194, 96.44482196365789, 137, 85, 66, 'Female', 64.01236679994169, 1.7925362596187775, 0.057348448, 52, 19.92177296238526, 102.33333333333333, 'High Risk'),
(147183, 81, 18, '51:46.1', 37.16478847132356, 98.28532395978087, 121, 86, 87, 'Female', 81.55886463447177, 1.5295583090400184, 0.14292578159138386, 35, 34.860940230517166, 97.66666666666667, 'High Risk'),
(147184, 79, 15, '50:46.1', 36.58808231739634, 98.45825012109788, 124, 82, 88, 'Female', 58.8627918, 1.8090839221169712, 0.13454947821037513, 42, 17.985537799177912, 96, 'High Risk'),
(147185, 66, 18, '49:46.1', 36.63678294298402, 96.79795622547668, 129, 72, 49, 'Female', 90.100341, 1.934993777447013, 0.062416645, 57, 24.063970646434075, 91, 'Low Risk'),
(147186, 96, 16, '48:46.1', 36.345128043552144, 97.98176180775431, 111, 87, 29, 'Male', 56.79248542037209, 1.799598105850094, 0.10322697528823516, 24, 17.53637486024592, 95, 'High Risk'),
(147187, 62, 18, '47:46.1', 36.83160077, 97.75613578498847, 135, 82, 56, 'Female', 99.37447618607885, 1.7437498763533632, 0.11021982435557945, 53, 32.681837992112484, 99.66666666666666, 'High Risk'),
(147188, 61, 19, '46:46.1', 37.208032374129104, 95.88228633, 126, 88, 69, 'Male', 60.709640255959535, 1.7558000831832425, 0.11704502324320261, 38, 19.69280265916917, 100.66666666666667, 'Low Risk'),
(147189, 99, 15, '45:46.1', 36.61392964321513, 99.68460994557314, 126, 88, 24, 'Male', 94.92886946203186, 1.8846714220104435, 0.11365730657965689, 38, 26.72557256752208, 100.66666666666667, 'High Risk'),
(147190, 66, 18, '44:46.1', 37.37531808313246, 99.65487284, 127, 84, 48, 'Male', 74.99503134340534, 1.8581841908542815, 0.095278671, 43, 21.71975736053999, 98.33333333333333, 'Low Risk'),
(147191, 91, 14, '43:46.1', 37.104247197951764, 99.41970037, 112, 81, 40, 'Female', 58.062067076076076, 1.5223199974951682, 0.1337987544354584, 31, 25.054202793431696, 91.33333333333333, 'High Risk'),
(147192, 93, 12, '42:46.1', 36.63161847750789, 96.9941398, 111, 78, 68, 'Male', 81.58268243791342, 1.8000975569055433, 0.14861635573540893, 33, 25.17711107, 89, 'High Risk'),
(147193, 68, 19, '41:46.1', 36.41593753542802, 98.75005424038491, 136, 79, 52, 'Male', 82.39871442777374, 1.8818517108616566, 0.11549725045724622, 57, 23.267495550106343, 98, 'Low Risk'),
(147194, 90, 12, '40:46.1', 36.14938763528146, 96.26330894, 134, 89, 25, 'Male', 83.54615387819132, 1.5146197468043514, 0.063014474, 45, 36.41826336864242, 104, 'High Risk'),
(147195, 97, 17, '39:46.1', 37.472435505485066, 96.34645899199036, 129, 80, 54, 'Male', 79.16302632942337, 1.8355662843379066, 0.13635015348620744, 49, 23.495367618606874, 96.33333333333333, 'High Risk'),
(147196, 67, 12, '38:46.1', 36.354578427063615, 99.00643485, 133, 88, 22, 'Female', 52.90470094316832, 1.924835000043391, 0.13015213423860258, 45, 14.27931090822285, 103, 'High Risk'),
(147197, 94, 17, '37:46.1', 36.10876236324864, 96.28825015993974, 121, 83, 72, 'Male', 73.33231915705687, 1.6232633206412976, 0.071887189, 38, 27.830273161654656, 95.66666666666667, 'High Risk'),
(147198, 77, 14, '36:46.1', 37.02046102706286, 96.13959679622837, 131, 84, 69, 'Male', 66.04193174154621, 1.731613856, 0.078122869, 47, 22.025088575531175, 99.66666666666667, 'Low Risk'),
(147199, 80, 14, '35:46.1', 36.550662608126494, 98.24360276, 134, 84, 65, 'Male', 93.54363827920903, 1.5129276247239822, 0.1471956279235357, 50, 40.867488750355854, 100.66666666666666, 'High Risk'),
(147200, 62, 18, '34:46.1', 37.22140653070272, 96.18827212712831, 121, 75, 87, 'Male', 99.38012212730206, 1.5168498712258707, 0.063607743, 46, 43.19309535093385, 90.33333333333333, 'High Risk'),
(147201, 90, 17, '33:46.1', 37.47424758997285, 97.28544420124105, 113, 79, 35, 'Male', 60.60701922373855, 1.9659864367728668, 0.078549251, 34, 15.680571618658911, 90.33333333333333, 'High Risk'),
(147202, 68, 18, '32:46.1', 36.16187663254399, 95.45690737371307, 132, 89, 58, 'Female', 50.114925816171905, 1.5330207629391266, 0.0863936, 43, 21.324115100101224, 103.33333333333333, 'Low Risk'),
(147203, 66, 19, '31:46.1', 36.60613442, 97.29572579473319, 111, 75, 20, 'Male', 58.610041219469835, 1.511511829161047, 0.091113029, 36, 25.653635876542797, 87, 'Low Risk'),
(147204, 93, 13, '30:46.1', 36.74605207998108, 99.77309629761055, 114, 82, 88, 'Female', 93.98034235413425, 1.6941484569225813, 0.1266534937714257, 32, 32.74417808599122, 92.66666666666667, 'High Risk'),
(147205, 75, 19, '29:46.1', 37.23448567137058, 96.11164997233409, 135, 74, 62, 'Male', 89.27104633232759, 1.5456431138849158, 0.092499974, 61, 37.36733954680369, 94.33333333333333, 'High Risk'),
(147206, 97, 16, '28:46.1', 36.944426558845954, 95.60337172568926, 132, 77, 52, 'Female', 81.52811269752867, 1.637377843204467, 0.12158709775901629, 55, 30.409520371284877, 95.33333333333333, 'High Risk'),
(147207, 66, 19, '27:46.1', 36.72066072497681, 99.61708261299303, 115, 85, 60, 'Female', 82.2987245, 1.6045313208476213, 0.10139299633596774, 30, 31.966619105052715, 95, 'High Risk'),
(147208, 79, 17, '26:46.1', 36.475252417408036, 97.60231443457643, 125, 73, 76, 'Male', 95.25100031516024, 1.952555743633487, 0.12460076607590617, 52, 24.98403976, 90.33333333333333, 'Low Risk'),
(147209, 69, 14, '25:46.1', 37.30044251886928, 97.91926285144763, 130, 88, 84, 'Female', 88.63141315595612, 1.712302381181701, 0.14183744023319533, 42, 30.22920686540897, 102, 'High Risk'),
(147210, 65, 14, '24:46.1', 37.45840696955146, 99.69474120868759, 117, 77, 73, 'Male', 65.41087159280622, 1.7968383007478859, 0.096916485, 40, 20.259650242618203, 90.33333333333333, 'Low Risk'),
(147211, 70, 16, '23:46.1', 37.435878583937004, 96.79942389824093, 132, 87, 21, 'Female', 96.53820516127509, 1.7113187375775962, 0.095841309, 45, 32.96381051588276, 102, 'High Risk'),
(147212, 80, 14, '22:46.1', 37.36790184618573, 99.03139128752092, 119, 75, 71, 'Male', 74.99704690316689, 1.6963782423189455, 0.13125258212240937, 44, 26.061462032046766, 89.66666666666667, 'Low Risk'),
(147213, 90, 13, '21:46.1', 36.84064106872642, 97.51798253940566, 128, 72, 41, 'Male', 89.46354234466381, 1.8443980484151665, 0.10344047304515866, 56, 26.29885146546064, 90.66666666666666, 'Low Risk'),
(147214, 63, 17, '20:46.1', 37.248898988327745, 99.28677421, 124, 84, 33, 'Female', 68.03472803442219, 1.5580427408501227, 0.059110845, 40, 28.026697015367493, 97.33333333333333, 'Low Risk'),
(147215, 87, 14, '19:46.1', 37.47914883258236, 99.00877363926257, 121, 86, 53, 'Male', 55.914526260874666, 1.5045781487671732, 0.11079632899547764, 35, 24.699897400093757, 97.66666666666667, 'Low Risk'),
(147216, 92, 18, '18:46.1', 36.66084302301869, 98.43216375837129, 110, 83, 37, 'Male', 95.35019414, 1.8820553517432832, 0.075565317, 27, 26.91886829567616, 92, 'High Risk'),
(147217, 81, 18, '17:46.1', 37.37257637869185, 99.54519481770316, 135, 73, 87, 'Female', 59.53770755369743, 1.9279352468635604, 0.052440380601858565, 62, 16.017960633801508, 93.66666666666666, 'High Risk'),
(147218, 61, 14, '16:46.1', 37.45543638139599, 96.42651232658757, 114, 70, 42, 'Male', 71.94042724841097, 1.765057428607523, 0.062186045965541295, 44, 23.09166944927075, 84.66666666666667, 'Low Risk'),
(147219, 64, 14, '15:46.1', 37.36345649341392, 95.16391083083361, 114, 82, 71, 'Male', 65.19805748738534, 1.9620931173150737, 0.059935163, 32, 16.93539879407869, 92.66666666666667, 'High Risk'),
(147220, 60, 14, '14:46.1', 37.34369945248789, 98.41214832, 136, 75, 51, 'Female', 95.19072783913418, 1.8624248852232166, 0.12670576029058256, 61, 27.443349442859482, 95.33333333333333, 'Low Risk'),
(147221, 68, 12, '13:46.1', 36.817225657653196, 98.59862520229497, 110, 77, 34, 'Female', 79.19464456478812, 1.8662201001980783, 0.088174721, 33, 22.738933342756226, 88, 'Low Risk'),
(147222, 64, 17, '12:46.1', 36.10586068145981, 96.65635767, 118, 70, 64, 'Male', 65.93856660554479, 1.6031912274875193, 0.093357721, 48, 25.654812593990876, 86, 'Low Risk'),
(147223, 85, 18, '11:46.1', 36.96528474189822, 99.81804017544067, 137, 85, 39, 'Male', 87.68837672428688, 1.891877368006787, 0.14202065698559327, 52, 24.49943488004415, 102.33333333333333, 'Low Risk'),
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(147402, 97, 18, '12:46.1', 37.38611093562015, 98.07044143585476, 118, 89, 33, 'Female', 83.05248717725934, 1.615081177273051, 0.080454797, 29, 31.839330814013586, 98.66666666666667, 'High Risk'),
(147403, 75, 18, '11:46.1', 36.056234000013255, 97.14920540601585, 112, 85, 72, 'Female', 76.95494028, 1.813339358, 0.1443340367645351, 27, 23.403366276414033, 94, 'Low Risk'),
(147404, 85, 15, '10:46.1', 37.02473796804546, 96.66212992049306, 138, 88, 81, 'Female', 52.03198640797358, 1.8827716341418026, 0.12011564243668461, 50, 14.678278140217563, 104.66666666666666, 'High Risk'),
(147405, 93, 16, '09:46.1', 36.313264591677346, 99.04674296426762, 121, 73, 88, 'Female', 83.98917057, 1.5047056585299643, 0.13455944142595638, 48, 37.09541073237164, 89, 'High Risk'),
(147406, 82, 17, '08:46.1', 37.17543162, 99.66917698490816, 124, 80, 34, 'Female', 62.834967156634875, 1.7069160151091338, 0.11214561614550755, 44, 21.56637169938408, 94.66666666666667, 'Low Risk'),
(147407, 75, 17, '07:46.1', 36.10328405367343, 95.73127459578133, 137, 78, 48, 'Male', 54.29621812233989, 1.7807630948109767, 0.078034454, 59, 17.122110190397972, 97.66666666666666, 'High Risk'),
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(147409, 63, 15, '05:46.1', 36.58409447467433, 97.67075838, 127, 74, 56, 'Male', 56.83355560469245, 1.5932525721621937, 0.083388044, 53, 22.389045067248272, 91.66666666666666, 'Low Risk'),
(147410, 99, 15, '04:46.1', 36.83058195640361, 95.26927477, 112, 84, 63, 'Male', 81.812773, 1.8706200220010398, 0.11059211545223778, 28, 23.380293364041343, 93.33333333333333, 'High Risk'),
(147411, 92, 13, '03:46.1', 36.64256943158793, 97.43338091477356, 128, 85, 49, 'Male', 82.60806013831072, 1.518104006325574, 0.057504057, 43, 35.84423955078839, 99.33333333333333, 'High Risk'),
(147412, 80, 14, '02:46.1', 37.040034887298646, 95.65564680608574, 115, 77, 51, 'Male', 73.66517265131583, 1.8255985201066738, 0.1326684300291257, 38, 22.10302225756658, 89.66666666666667, 'Low Risk'),
(147413, 93, 12, '01:46.1', 37.38595208707967, 98.92433151323898, 138, 86, 83, 'Female', 53.33488529421636, 1.8001761967209902, 0.14838844945421314, 52, 16.45816210992524, 103.33333333333333, 'High Risk'),
(147414, 65, 19, '00:46.1', 36.09299169879102, 97.27247714682193, 121, 72, 35, 'Female', 76.02016428, 1.892622279678107, 0.084175501, 49, 21.222713306677157, 88.33333333333333, 'Low Risk'),
(147415, 78, 14, '59:46.1', 36.49060974710459, 95.96377072866358, 122, 77, 78, 'Female', 81.00041419354609, 1.7219167025598678, 0.069926999, 45, 27.318884513859114, 92, 'Low Risk'),
(147416, 73, 16, '58:46.1', 37.226344583167794, 98.39615672380381, 127, 86, 82, 'Male', 75.26400216000847, 1.9140896866651251, 0.050629176, 41, 20.54294681188846, 99.66666666666667, 'Low Risk'),
(147417, 60, 18, '57:46.1', 36.22377040235056, 99.59223942403077, 131, 78, 85, 'Female', 55.34311929146891, 1.985235271013639, 0.092572466, 53, 14.042345957154945, 95.66666666666666, 'High Risk'),
(147418, 94, 16, '56:46.1', 36.470224462691306, 98.62290266768325, 137, 76, 54, 'Female', 79.74947724750423, 1.6521669830867585, 0.12587288315551964, 61, 29.21594693382315, 96.33333333333333, 'High Risk'),
(147419, 94, 18, '55:46.1', 36.300839862909456, 95.27559645801983, 125, 81, 62, 'Female', 57.08909831288752, 1.8671248199108794, 0.052074041229023586, 44, 16.37594908655544, 95.66666666666667, 'High Risk'),
(147420, 96, 14, '54:46.1', 36.06136107574353, 98.30766042849402, 121, 86, 69, 'Male', 92.44664989173262, 1.6087457262399325, 0.086525518, 35, 35.72040426297756, 97.66666666666667, 'High Risk'),
(147421, 62, 18, '53:46.1', 36.51020560751165, 98.02876822603595, 132, 82, 78, 'Female', 71.31239365376487, 1.7220316958548885, 0.12664229045291323, 50, 24.048208709363333, 98.66666666666666, 'Low Risk'),
(147422, 79, 19, '52:46.1', 37.281919, 95.49650058150523, 122, 74, 86, 'Male', 60.57974863085603, 1.7495936575546271, 0.1318324045048655, 48, 19.790331802305005, 90, 'Low Risk'),
(147423, 97, 16, '51:46.1', 37.200994502293305, 96.01190554783213, 117, 78, 69, 'Female', 51.069726512905916, 1.905120564629454, 0.12905961762433654, 39, 14.070793910697677, 91, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(147425, 73, 13, '49:46.1', 36.41717932159366, 96.45699260572147, 117, 85, 41, 'Female', 98.66729514958334, 1.5697506544020643, 0.136812842, 32, 40.04164188018794, 95.66666666666667, 'High Risk'),
(147426, 69, 13, '48:46.1', 36.37148342342909, 99.12699335176282, 115, 76, 61, 'Female', 74.99619248401343, 1.9263920643901489, 0.11946532675705791, 39, 20.20923406566222, 89, 'Low Risk'),
(147427, 85, 17, '47:46.1', 36.645479834761154, 99.77658843285762, 124, 81, 86, 'Male', 76.51362927901931, 1.6344825121839248, 0.07499221, 43, 28.640345042461494, 95.33333333333333, 'Low Risk'),
(147428, 68, 14, '46:46.1', 36.823476044271644, 96.67267567541205, 120, 83, 29, 'Female', 51.92618423988604, 1.7848978152290893, 0.10819063110940634, 37, 16.298952497570756, 95.33333333333333, 'High Risk'),
(147429, 61, 16, '45:46.1', 36.72537547061139, 98.65995427, 138, 83, 42, 'Female', 77.08318292231763, 1.6429748789860645, 0.13402866135161204, 55, 28.55602759574989, 101.33333333333333, 'Low Risk'),
(147430, 74, 17, '44:46.1', 37.28061356624221, 98.26603286655984, 130, 72, 32, 'Male', 72.02745462825418, 1.9279246906039287, 0.094286967, 58, 19.378400926867066, 91.33333333333333, 'Low Risk'),
(147431, 96, 19, '43:46.1', 36.38042737, 97.92580241433467, 133, 78, 58, 'Male', 64.86204062076155, 1.725113888635001, 0.13815432737969385, 55, 21.79490922884234, 96.33333333333333, 'High Risk'),
(147432, 95, 14, '42:46.1', 36.859482872356956, 99.27365045911392, 133, 82, 68, 'Female', 62.13074640467773, 1.934418446680131, 0.070820838, 51, 16.603732237623557, 99, 'High Risk'),
(147433, 97, 18, '41:46.1', 37.01067471976342, 97.90418883, 131, 83, 27, 'Female', 52.61146366, 1.6180371123828357, 0.1206831961680073, 48, 20.09571332831247, 99, 'High Risk'),
(147434, 86, 12, '40:46.1', 37.037965949452214, 99.70693044691396, 130, 80, 40, 'Female', 65.81428728995402, 1.7276326054754219, 0.12680613359008175, 50, 22.05044705782595, 96.66666666666666, 'Low Risk'),
(147435, 78, 15, '39:46.1', 36.80128195494676, 97.89258666007785, 129, 78, 64, 'Female', 78.08039562174474, 1.8356358535282586, 0.10770091597190831, 51, 23.172289290255044, 95, 'Low Risk'),
(147436, 79, 12, '38:46.1', 36.09095556763405, 96.20019054322286, 118, 73, 28, 'Female', 55.10894825786604, 1.9648181202833515, 0.086561358, 45, 14.275042610729937, 88, 'High Risk'),
(147437, 93, 17, '37:46.1', 36.02805832388997, 99.96971019, 132, 73, 56, 'Female', 92.32714496, 1.8119835221798621, 0.062107043, 59, 28.120362708463663, 92.66666666666666, 'High Risk'),
(147438, 95, 17, '36:46.1', 36.629752486902454, 97.77754001651338, 118, 85, 84, 'Female', 64.95504661890885, 1.8915045046006602, 0.1009294441509262, 33, 18.15507883140957, 96, 'High Risk'),
(147439, 87, 18, '35:46.1', 36.74574150906101, 99.08529012499842, 112, 79, 23, 'Male', 82.8913835, 1.6467057336290367, 0.12224638913533162, 33, 30.56872978334034, 90, 'High Risk'),
(147440, 61, 14, '34:46.1', 36.879292333526635, 97.43060785, 132, 74, 81, 'Male', 86.05808173103401, 1.5403874810772131, 0.062883105, 58, 36.26867588747826, 93.33333333333333, 'High Risk'),
(147441, 66, 14, '33:46.1', 36.426541714383134, 96.29434121505821, 139, 88, 73, 'Male', 70.88174729898026, 1.772152994595991, 0.055276758, 51, 22.570022335967757, 105, 'Low Risk'),
(147442, 91, 13, '32:46.1', 37.377390718317834, 95.08849193897098, 136, 88, 45, 'Female', 69.37745479053957, 1.7556713368291632, 0.1471887807725393, 48, 22.507741845454767, 104, 'High Risk'),
(147443, 95, 19, '31:46.1', 37.11950769, 95.78166980958322, 127, 82, 79, 'Female', 98.14987042672533, 1.6542380537918584, 0.072641895, 45, 35.866889642857906, 97, 'High Risk'),
(147444, 96, 16, '30:46.1', 37.30937790511458, 99.49125590896064, 137, 76, 87, 'Female', 93.79551561, 1.5314671262489363, 0.06444795, 61, 39.99141007429626, 96.33333333333333, 'High Risk'),
(147445, 81, 19, '29:46.1', 37.093700710331156, 96.53455571999197, 134, 70, 76, 'Male', 70.12953775948905, 1.869760691, 0.078816125, 64, 20.059907510204297, 91.33333333333333, 'Low Risk'),
(147446, 93, 19, '28:46.1', 36.80899533961951, 97.49764825730814, 122, 76, 40, 'Female', 91.45181228323237, 1.7943650218672518, 0.11337811345970669, 46, 28.40342594214268, 91.33333333333333, 'High Risk'),
(147447, 71, 18, '27:46.1', 36.898343167718004, 98.81811998235209, 128, 86, 66, 'Female', 57.466617341603666, 1.8711012506787954, 0.1196917382990503, 42, 16.414250459118293, 100, 'High Risk'),
(147448, 88, 12, '26:46.1', 37.039756026146925, 99.64108952762362, 110, 81, 86, 'Male', 64.84575694, 1.9076586404375746, 0.12483016825277228, 29, 17.81887315212228, 90.66666666666667, 'High Risk'),
(147449, 86, 18, '25:46.1', 37.13057904839102, 96.99532519880644, 113, 72, 51, 'Male', 64.14709427750432, 1.9044901935659633, 0.08982733, 41, 17.68558814128092, 85.66666666666667, 'High Risk'),
(147450, 78, 16, '24:46.1', 36.36042496944796, 98.37943494082826, 120, 76, 83, 'Male', 80.60396721910594, 1.5499345091054182, 0.057548733, 44, 33.552873689535176, 90.66666666666667, 'High Risk'),
(147451, 64, 17, '23:46.1', 37.00415531188824, 99.64948756914559, 116, 70, 45, 'Male', 62.04507497524821, 1.6448330924381045, 0.10136411258998837, 46, 22.933146412375027, 85.33333333333333, 'Low Risk'),
(147452, 93, 16, '22:46.1', 36.77844912795564, 96.17108152264977, 136, 71, 80, 'Female', 51.13996588730466, 1.8868739371610839, 0.075180984, 65, 14.363975725665703, 92.66666666666666, 'High Risk'),
(147453, 92, 14, '21:46.1', 36.02746067429624, 95.82567761546852, 123, 72, 65, 'Female', 64.03743344075794, 1.5638083099036713, 0.072701185, 51, 26.185862572498923, 89, 'High Risk'),
(147454, 68, 17, '20:46.1', 36.754990482339615, 97.61507353545093, 128, 74, 26, 'Female', 73.61261367090606, 1.6945770526419994, 0.052430511, 54, 25.634780071921337, 92, 'Low Risk'),
(147455, 80, 15, '19:46.1', 36.409664032530344, 99.69997381569085, 113, 70, 28, 'Female', 61.40569849098148, 1.707186398094772, 0.1261607556174439, 43, 21.069139181995904, 84.33333333333333, 'Low Risk'),
(147456, 90, 17, '18:46.1', 37.39661352831099, 99.79978508813647, 137, 77, 42, 'Female', 83.83493669506939, 1.5584392723977845, 0.073705508, 60, 34.517972077313566, 97, 'High Risk'),
(147457, 67, 16, '17:46.1', 36.43683165, 96.78074492742189, 112, 71, 33, 'Male', 59.596620282578655, 1.9660427771283449, 0.13117242099583631, 41, 15.418272097195326, 84.66666666666667, 'High Risk'),
(147458, 73, 14, '16:46.1', 36.300177425853605, 96.95018166167074, 116, 88, 35, 'Female', 98.08548586319165, 1.848449628314628, 0.05870562, 28, 28.707112236376854, 97.33333333333333, 'Low Risk'),
(147459, 80, 13, '15:46.1', 36.71523847812219, 95.94369304606307, 118, 84, 49, 'Female', 89.51264511010561, 1.5169166490345316, 0.13587927577914988, 34, 38.90101694949029, 95.33333333333333, 'High Risk'),
(147460, 87, 15, '14:46.1', 36.374649986058806, 95.78075466, 126, 72, 89, 'Male', 60.13449399, 1.5795776030699975, 0.14693537619039507, 54, 24.10136980546615, 90, 'Low Risk'),
(147461, 88, 17, '13:46.1', 36.98141102348737, 98.25816791203812, 110, 79, 80, 'Male', 90.90280675, 1.6032526565731477, 0.12403871756511438, 31, 35.36497509, 89.33333333333333, 'High Risk'),
(147462, 76, 17, '12:46.1', 37.18092249118518, 97.65454705623466, 127, 88, 80, 'Female', 50.28067062704358, 1.833510013058612, 0.072698932, 39, 14.95665546098429, 101, 'High Risk'),
(147463, 73, 16, '11:46.1', 36.47570245881086, 98.03908664545699, 111, 74, 33, 'Male', 98.40897904414949, 1.515187658929427, 0.060753738, 37, 42.86490617170246, 86.33333333333333, 'High Risk'),
(147464, 90, 15, '10:46.1', 37.34505799773757, 99.02785456480578, 123, 84, 39, 'Female', 91.22438411, 1.5309931393954799, 0.14251071781763214, 39, 38.919248949551765, 97, 'High Risk'),
(147465, 63, 13, '09:46.1', 36.78440021257328, 96.70645137662065, 127, 80, 43, 'Male', 54.26629385260562, 1.8808394824426071, 0.09255277, 47, 15.340047218436458, 95.66666666666667, 'High Risk'),
(147466, 77, 12, '08:46.1', 36.764234876306354, 97.71938360327984, 134, 70, 23, 'Male', 60.67474498417496, 1.69504383, 0.143743095, 64, 21.117674642318093, 91.33333333333333, 'Low Risk'),
(147467, 79, 12, '07:46.1', 37.19537123645652, 97.29030479835966, 128, 87, 87, 'Male', 67.26084788, 1.596756170939186, 0.068850289, 41, 26.380628079313716, 100.66666666666667, 'Low Risk'),
(147468, 77, 13, '06:46.1', 36.483840201864936, 97.65393051504164, 137, 78, 84, 'Male', 54.98750891674597, 1.9950406005518866, 0.079932645, 59, 13.815307910518504, 97.66666666666666, 'High Risk'),
(147469, 71, 14, '05:46.1', 36.45334058685721, 99.99907643727407, 118, 82, 54, 'Female', 72.22615422266668, 1.6584016448270238, 0.12993417452193146, 36, 26.26122926910821, 94, 'Low Risk'),
(147470, 72, 19, '04:46.1', 37.143402678133896, 95.65972195579673, 122, 72, 49, 'Male', 54.40045472, 1.6274120797785987, 0.077485417, 50, 20.540332012617583, 88.66666666666666, 'Low Risk'),
(147471, 69, 19, '03:46.1', 37.293901255746576, 95.23261020414161, 118, 73, 63, 'Male', 58.495893349504584, 1.9140864491860259, 0.051357153, 45, 15.966226301246452, 88, 'High Risk'),
(147472, 63, 12, '02:46.1', 37.41723946344494, 96.20377187189393, 131, 71, 19, 'Male', 73.03737437733878, 1.5143249685854816, 0.069410199, 60, 31.84982027513122, 91, 'High Risk'),
(147473, 98, 13, '01:46.1', 36.43305212140914, 99.78292074, 127, 86, 83, 'Male', 97.73953701711977, 1.6943000810064897, 0.060773216, 41, 34.04784383045765, 99.66666666666667, 'High Risk'),
(147474, 72, 12, '00:46.1', 37.17265684212161, 99.62087452253047, 135, 84, 80, 'Female', 63.57757877361901, 1.581216686487877, 0.144825342, 51, 25.42852721016065, 101, 'Low Risk'),
(147475, 84, 12, '59:46.1', 36.67746933797864, 97.32316038694442, 116, 75, 74, 'Male', 77.11623301661311, 1.619955766779943, 0.1449727323294629, 41, 29.38593370782176, 88.66666666666667, 'Low Risk'),
(147476, 63, 19, '58:46.1', 37.447190961596846, 97.19391340829308, 124, 78, 52, 'Male', 83.92286872904529, 1.6006733508834805, 0.056027165, 46, 32.754795458009056, 93.33333333333333, 'High Risk'),
(147477, 66, 19, '57:46.1', 37.41811002042477, 95.83220270868281, 128, 83, 68, 'Male', 56.465724435232666, 1.5108500656930446, 0.1161019616241029, 45, 24.73672316312232, 98, 'Low Risk'),
(147478, 97, 17, '56:46.1', 37.07558399792059, 96.21091682, 112, 73, 28, 'Male', 85.62689322352075, 1.5147716040441395, 0.0951934, 39, 37.31778656488771, 86, 'High Risk'),
(147479, 84, 14, '55:46.1', 37.20421769247213, 95.96883238, 113, 88, 47, 'Female', 62.62930711494829, 1.8934235061755602, 0.12091976795658502, 25, 17.46956448386039, 96.33333333333333, 'High Risk'),
(147480, 96, 15, '54:46.1', 36.879753478633724, 95.37291513968111, 120, 75, 89, 'Male', 91.05800412704866, 1.646381895729329, 0.099894816, 45, 33.59363222609743, 90, 'High Risk'),
(147481, 72, 19, '53:46.1', 37.105253708493564, 99.75762087926516, 114, 86, 49, 'Female', 72.34116077746745, 1.6203007888062841, 0.07240811, 28, 27.554604780693786, 95.33333333333333, 'Low Risk'),
(147482, 85, 18, '52:46.1', 37.43152513554861, 97.93343488580246, 135, 72, 79, 'Female', 97.16224219, 1.7313308243466745, 0.11759426145075032, 63, 32.414356623685144, 93, 'High Risk'),
(147483, 68, 12, '51:46.1', 37.09376915311292, 95.49275147, 117, 89, 18, 'Female', 60.19355440623423, 1.641143940138267, 0.1020223395025899, 28, 22.348925204328655, 98.33333333333333, 'Low Risk'),
(147484, 72, 18, '50:46.1', 36.04580349598752, 99.29795479237563, 130, 85, 87, 'Female', 66.85303858285604, 1.9646214786914502, 0.1420853650394721, 45, 17.320617694406067, 100, 'High Risk'),
(147485, 88, 14, '49:46.1', 37.40023623665392, 96.57520610546625, 122, 77, 42, 'Female', 76.49238315102842, 1.6082470445482073, 0.12892504782968822, 45, 29.574177001510023, 92, 'Low Risk'),
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(147662, 99, 15, '52:46.1', 36.018704252639765, 95.22763429799727, 124, 81, 45, 'Male', 58.38316283881419, 1.539841789312717, 0.053800421, 43, 24.622685353418966, 95.33333333333333, 'High Risk'),
(147663, 82, 12, '51:46.1', 37.14318547109252, 97.58919120042509, 138, 70, 64, 'Female', 91.48542221105973, 1.9214759600441342, 0.12495614944171947, 68, 24.778897896174463, 92.66666666666666, 'Low Risk'),
(147664, 93, 13, '50:46.1', 36.25795513328546, 98.97820824103574, 113, 76, 32, 'Female', 97.95825502550124, 1.6382098477879607, 0.14527740221578345, 37, 36.50076575424257, 88.33333333333333, 'High Risk'),
(147665, 99, 15, '49:46.1', 36.90139683586318, 99.05921462631261, 119, 71, 70, 'Male', 62.26980445292913, 1.771603592083571, 0.13518048693750473, 48, 19.840124702683088, 87, 'High Risk'),
(147666, 92, 14, '48:46.1', 37.27531232861145, 97.72877488595198, 133, 78, 52, 'Male', 55.32095312670169, 1.6801387644015575, 0.14960894290190507, 55, 19.59744028995668, 96.33333333333333, 'High Risk'),
(147667, 64, 18, '47:46.1', 36.18732874393331, 97.34917518825385, 130, 76, 20, 'Female', 95.97735127839607, 1.8093078284497603, 0.10708655825984273, 54, 29.318641008359972, 94, 'Low Risk'),
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(147670, 74, 17, '44:46.1', 36.08507305687798, 96.66212640095303, 127, 88, 23, 'Female', 88.37984512075944, 1.7731838521459462, 0.086555042, 39, 28.109019762327748, 101, 'Low Risk'),
(147671, 75, 12, '43:46.1', 37.10690180860642, 95.01519639575285, 126, 80, 39, 'Male', 72.76414484502065, 1.8215530647396367, 0.084412121, 46, 21.929754749792952, 95.33333333333333, 'Low Risk'),
(147672, 70, 17, '42:46.1', 36.989587034543426, 98.93251112309791, 124, 77, 20, 'Female', 83.15775984943619, 1.6041336939164663, 0.11346976792741652, 47, 32.31630211, 92.66666666666667, 'High Risk'),
(147673, 84, 15, '41:46.1', 36.23522410782899, 98.80852484795933, 130, 87, 18, 'Female', 63.67323190418754, 1.5953259642802746, 0.1360367799038183, 43, 25.018313323140084, 101.33333333333333, 'Low Risk'),
(147674, 70, 19, '40:46.1', 37.44632435485975, 96.68546450409356, 137, 82, 37, 'Male', 88.15948212828707, 1.8732172054386167, 0.11054604144179744, 55, 25.12422963180923, 100.33333333333333, 'Low Risk'),
(147675, 98, 16, '39:46.1', 36.46951783527518, 99.81415382569527, 114, 84, 36, 'Male', 51.43105015529054, 1.8486936011820816, 0.068912858, 30, 15.048579817585694, 94, 'High Risk'),
(147676, 67, 13, '38:46.1', 36.53952012083033, 97.06944196685717, 123, 86, 51, 'Female', 67.35451221646221, 1.5709730320922608, 0.10100338116956367, 37, 27.291614969750793, 98.33333333333333, 'Low Risk'),
(147677, 98, 15, '37:46.1', 37.09741307530557, 95.21016235188905, 136, 86, 68, 'Male', 57.301515806645874, 1.9608579453067696, 0.084542024, 50, 14.903004961835382, 102.66666666666666, 'High Risk'),
(147678, 60, 19, '36:46.1', 37.10023465530213, 96.52647041, 119, 89, 52, 'Male', 50.32137934595708, 1.6120456683392068, 0.12888154056654838, 30, 19.364123999473442, 99, 'Low Risk'),
(147679, 79, 16, '35:46.1', 37.44847920129653, 96.86920851, 128, 82, 37, 'Male', 69.73914444652982, 1.5718778343793478, 0.10227356730622082, 46, 28.22533047158379, 97.33333333333333, 'Low Risk'),
(147680, 87, 15, '34:46.1', 36.97009104374077, 97.65009194213467, 137, 73, 62, 'Male', 71.42369883, 1.6983868701043048, 0.1110525587268951, 64, 24.761051865808856, 94.33333333333333, 'Low Risk'),
(147681, 72, 14, '33:46.1', 37.22746495854465, 97.28839998945472, 129, 76, 53, 'Male', 97.52398918459355, 1.8051395248378768, 0.13942733074317065, 53, 29.928841523148193, 93.66666666666666, 'Low Risk'),
(147682, 72, 15, '32:46.1', 36.11883854960922, 98.47474293707076, 136, 72, 64, 'Male', 96.80094241138667, 1.9190944943123163, 0.071167945, 64, 26.283722083898795, 93.33333333333333, 'Low Risk'),
(147683, 90, 12, '31:46.1', 36.83525287693728, 99.54409577461978, 121, 82, 54, 'Female', 64.9550097, 1.5601796701286201, 0.06432753, 39, 26.68476747804323, 95, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(147685, 81, 19, '29:46.1', 36.334199080520825, 95.64394119, 119, 89, 66, 'Male', 54.80976271349681, 1.8952974745897873, 0.141575394, 30, 15.258194759621977, 99, 'High Risk'),
(147686, 80, 13, '28:46.1', 37.38259048949215, 97.02828946, 138, 73, 34, 'Female', 93.78592716392905, 1.8568336165973411, 0.079843531, 65, 27.201427504790427, 94.66666666666666, 'Low Risk'),
(147687, 81, 12, '27:46.1', 37.45272264231365, 99.12606742467412, 129, 81, 61, 'Female', 75.07197856500642, 1.7548370745615143, 0.10066302975893521, 48, 24.37834729317061, 97, 'Low Risk'),
(147688, 81, 14, '26:46.1', 36.334008788858824, 97.24863768582316, 127, 73, 75, 'Female', 59.56486153974617, 1.9556400219006014, 0.081056134, 54, 15.574435112260149, 91, 'High Risk'),
(147689, 66, 16, '25:46.1', 37.49928982547881, 97.11168176184857, 137, 79, 30, 'Male', 61.79853178447989, 1.8666053352115162, 0.11961630255136992, 58, 17.736713525503355, 98.33333333333333, 'High Risk'),
(147690, 97, 13, '24:46.1', 36.35228925525624, 96.12404410845812, 115, 84, 75, 'Male', 74.07919075080487, 1.9238978993891354, 0.13424405272249046, 31, 20.013921337930846, 94.33333333333333, 'High Risk'),
(147691, 82, 17, '23:46.1', 36.17720557159753, 99.90060888, 110, 78, 86, 'Male', 64.94449325762992, 1.5839597477443226, 0.11919414095938174, 32, 25.88535054, 88.66666666666667, 'Low Risk'),
(147692, 93, 12, '22:46.1', 36.512667433967266, 97.59182729762773, 119, 85, 60, 'Male', 55.76580735326353, 1.6762684734749778, 0.054130784, 34, 19.846358860390357, 96.33333333333333, 'High Risk'),
(147693, 96, 15, '21:46.1', 36.59393082376339, 99.63427045963351, 115, 70, 62, 'Female', 70.13935578295329, 1.960080083156897, 0.13015472448257837, 45, 18.256357903195074, 85, 'High Risk'),
(147694, 95, 12, '20:46.1', 37.33297854, 97.12974789936533, 111, 78, 20, 'Female', 73.30924770426083, 1.8482847759523864, 0.068539332, 33, 21.459568751887378, 89, 'High Risk'),
(147695, 66, 12, '19:46.1', 36.710720444329354, 99.05177299275698, 135, 74, 79, 'Female', 59.50389164473668, 1.9424325347184088, 0.10322827279730744, 61, 15.770791236105289, 94.33333333333333, 'High Risk'),
(147696, 97, 12, '18:46.1', 36.74814437435512, 95.14729527306969, 125, 86, 27, 'Male', 53.03273603109566, 1.5447612426321666, 0.081314817, 39, 22.223952708284383, 99, 'High Risk'),
(147697, 89, 12, '17:46.1', 36.28594413443631, 95.49699265643564, 120, 77, 76, 'Female', 56.95407162793145, 1.5568216531609058, 0.097422285, 43, 23.498873877398665, 91.33333333333333, 'Low Risk'),
(147698, 77, 19, '16:46.1', 36.376076069390045, 97.16974603996135, 125, 77, 63, 'Female', 61.03972678734893, 1.7378225868745882, 0.067314859, 48, 20.211647063297356, 93, 'Low Risk'),
(147699, 92, 13, '15:46.1', 37.28939875708378, 97.77640508508044, 137, 88, 58, 'Male', 61.308738705949914, 1.633044606421083, 0.099245005, 49, 22.989328515525813, 104.33333333333333, 'High Risk'),
(147700, 84, 13, '14:46.1', 36.46197998268148, 95.61878762049523, 128, 84, 77, 'Female', 78.95899471165859, 1.8370439703034926, 0.1413338648931815, 44, 23.397125657652936, 98.66666666666667, 'Low Risk'),
(147701, 68, 16, '13:46.1', 37.21341033834452, 96.55282772301604, 131, 73, 22, 'Female', 96.78552162743486, 1.6744093690689161, 0.10335110796514994, 58, 34.521296999153186, 92.33333333333333, 'High Risk'),
(147702, 65, 15, '12:46.1', 37.30922966597883, 99.66379301103306, 130, 81, 25, 'Female', 62.461352117044484, 1.9745541706105045, 0.10173872182009447, 49, 16.02039705686503, 97.33333333333333, 'High Risk'),
(147703, 70, 17, '11:46.1', 37.13698350517901, 98.85136414, 133, 71, 18, 'Male', 69.91527636860121, 1.8532834831122156, 0.143849131, 62, 20.35580904978152, 91.66666666666666, 'Low Risk'),
(147704, 65, 19, '10:46.1', 36.06280296, 97.73402269791738, 138, 73, 62, 'Male', 54.88916328365617, 1.6285065612717111, 0.14037711679027243, 65, 20.697008841646095, 94.66666666666666, 'Low Risk'),
(147705, 83, 16, '09:46.1', 37.408162858074384, 96.47149678, 110, 83, 24, 'Female', 93.45823381409392, 1.832718764291363, 0.1081163110707038, 27, 27.824406954568733, 92, 'Low Risk'),
(147706, 91, 16, '08:46.1', 37.23211744450915, 96.26970901, 139, 83, 87, 'Female', 86.77362095166335, 1.931653527340272, 0.063490336, 56, 23.25569148951928, 101.66666666666666, 'High Risk'),
(147707, 77, 14, '07:46.1', 36.609081923308125, 95.57558229530584, 128, 71, 43, 'Female', 56.01189499515804, 1.6822600169568218, 0.11241772466926461, 57, 19.792197683893445, 90, 'Low Risk'),
(147708, 84, 19, '06:46.1', 36.392010740918806, 99.94506627965451, 120, 76, 18, 'Female', 75.74577913547326, 1.9091413898696168, 0.10558259785490545, 44, 20.78175644982199, 90.66666666666667, 'Low Risk'),
(147709, 81, 17, '05:46.1', 36.55959311, 99.76000014547887, 113, 81, 88, 'Male', 81.27630876990196, 1.765728270938059, 0.079467417, 32, 26.06851129803732, 91.66666666666667, 'Low Risk'),
(147710, 84, 17, '04:46.1', 37.10066155353503, 95.80584271702466, 124, 72, 38, 'Female', 77.14641456641414, 1.5246879077742046, 0.061616075, 52, 33.185917931042255, 89.33333333333333, 'High Risk'),
(147711, 87, 18, '03:46.1', 37.29432596923066, 97.17596849852924, 126, 70, 79, 'Female', 87.39536741, 1.6102590490878579, 0.12615745690089297, 56, 33.70520055397673, 88.66666666666666, 'High Risk'),
(147712, 86, 17, '02:46.1', 37.300505311990975, 98.48028843579748, 139, 75, 47, 'Male', 83.50682768596724, 1.8915167160568767, 0.12619984523535266, 64, 23.340041202712225, 96.33333333333333, 'Low Risk'),
(147713, 69, 12, '01:46.1', 36.83730307936103, 95.98519376556347, 124, 78, 53, 'Female', 96.41915231368708, 1.9870318084439824, 0.066531865, 46, 24.420450436404792, 93.33333333333333, 'Low Risk'),
(147714, 98, 14, '00:46.1', 36.922888351020624, 97.25904823753385, 132, 86, 34, 'Female', 84.32130189721254, 1.9483310139581356, 0.055845191, 46, 22.213235235287282, 101.33333333333333, 'High Risk'),
(147715, 99, 18, '59:46.1', 36.27531280455239, 98.03636338176727, 139, 81, 19, 'Male', 50.15801061563417, 1.6564653016946045, 0.094164561, 58, 18.279975818855103, 100.33333333333333, 'High Risk'),
(147716, 87, 15, '58:46.1', 36.97694949113489, 97.34732986340224, 121, 87, 89, 'Male', 74.15163109982733, 1.7217806976115817, 0.084395322, 34, 25.012957146347087, 98.33333333333333, 'Low Risk'),
(147717, 94, 18, '57:46.1', 36.586831774373444, 95.33951886428711, 119, 72, 71, 'Male', 52.259469235650556, 1.968457380384534, 0.065523547, 47, 13.48692561349215, 87.66666666666667, 'High Risk'),
(147718, 80, 13, '56:46.1', 37.43426112129881, 96.68986417793981, 126, 84, 76, 'Male', 57.76348498092162, 1.5921079625014014, 0.058765871, 42, 22.788112690579727, 98, 'Low Risk'),
(147719, 64, 13, '55:46.1', 36.34529854498127, 98.83814096521543, 139, 74, 24, 'Female', 57.596060256420984, 1.8761598521908331, 0.12425204321346185, 65, 16.362629653343323, 95.66666666666666, 'High Risk'),
(147720, 84, 15, '54:46.1', 36.922174839437076, 98.81536726617192, 132, 80, 44, 'Male', 73.47573207188556, 1.5291168189545585, 0.083925134, 52, 31.42408142563481, 97.33333333333333, 'High Risk'),
(147721, 62, 16, '53:46.1', 36.065687177201276, 95.48686724748491, 115, 89, 19, 'Male', 86.44882381039781, 1.5901761625693378, 0.10456463291274898, 26, 34.187599762521266, 97.66666666666667, 'High Risk'),
(147722, 75, 15, '52:46.1', 36.890342612584085, 99.39676790822278, 112, 78, 73, 'Female', 73.57644563, 1.999211133400668, 0.1357643896485456, 34, 18.408630496046836, 89.33333333333333, 'High Risk'),
(147723, 68, 15, '51:46.1', 37.05387160217695, 95.32714200891319, 139, 76, 54, 'Male', 51.95870479464973, 1.9715527304382092, 0.14289934484904943, 63, 13.36723313410942, 97, 'High Risk'),
(147724, 70, 17, '50:46.1', 36.65767002205181, 98.24170210960379, 138, 85, 59, 'Male', 75.03717881260772, 1.6435128305506561, 0.14345951511256216, 53, 27.779875796169826, 102.66666666666666, 'Low Risk'),
(147725, 60, 15, '49:46.1', 37.04820010033974, 98.43417704556828, 124, 80, 45, 'Female', 86.86265725533177, 1.6587311879285571, 0.11319909618168929, 44, 31.57047309543497, 94.66666666666667, 'High Risk'),
(147726, 89, 14, '48:46.1', 36.749964857810106, 97.31021330739912, 137, 73, 38, 'Female', 65.88655826727674, 1.7763244148482245, 0.065880238, 64, 20.88104607683923, 94.33333333333333, 'Low Risk'),
(147727, 80, 13, '47:46.1', 36.987581672266565, 95.52255414116046, 124, 87, 31, 'Male', 95.69219447618059, 1.8426368003475333, 0.067403719, 37, 28.183636788071468, 99.33333333333333, 'Low Risk'),
(147728, 95, 17, '46:46.1', 36.91562649472408, 98.26679502016329, 125, 85, 23, 'Male', 71.16477645301964, 1.672478976687516, 0.0833124, 40, 25.441561018290056, 98.33333333333333, 'High Risk'),
(147729, 73, 15, '45:46.1', 36.75742710565013, 95.49181199674334, 119, 86, 74, 'Female', 96.49030324731666, 1.544917617477072, 0.1238442247066937, 33, 40.42714013737698, 97, 'High Risk'),
(147730, 96, 14, '44:46.1', 36.98325283, 97.87867851656621, 132, 75, 47, 'Female', 77.68720955726405, 1.8842367564618425, 0.098235753, 57, 21.881575039604147, 94, 'High Risk'),
(147731, 85, 18, '43:46.1', 36.79318144297716, 98.50552276, 137, 76, 35, 'Female', 51.49263590253847, 1.6708547315103894, 0.092630266, 61, 18.44453616332684, 96.33333333333333, 'High Risk'),
(147732, 88, 15, '42:46.1', 36.929404253402936, 97.30985893, 110, 78, 61, 'Female', 94.91593633631211, 1.837716173723108, 0.070724478, 32, 28.104914033698073, 88.66666666666667, 'Low Risk'),
(147733, 85, 12, '41:46.1', 36.16385179831479, 97.56888035955556, 118, 70, 57, 'Female', 51.03996707089857, 1.9248979696723663, 0.09188325, 48, 13.775106229074403, 86, 'High Risk'),
(147734, 98, 15, '40:46.1', 37.346646018843735, 96.90399809679103, 133, 86, 31, 'Female', 76.01218828506198, 1.652126224, 0.081126008, 47, 27.848177974754027, 101.66666666666667, 'High Risk'),
(147735, 86, 18, '39:46.1', 36.546616544599445, 97.46892708, 117, 75, 40, 'Female', 87.58715902672365, 1.905129858928524, 0.11850288123256648, 42, 24.131886406653187, 89, 'Low Risk'),
(147736, 73, 15, '38:46.1', 36.666984035655766, 99.28122104, 113, 81, 80, 'Female', 84.01945968, 1.7657023511784757, 0.11790156882462867, 32, 26.94913895383866, 91.66666666666667, 'Low Risk'),
(147737, 81, 14, '37:46.1', 36.280389554998614, 97.57762890663766, 110, 75, 72, 'Female', 93.44518981516123, 1.661057918582706, 0.11023828542927663, 35, 33.867832150067166, 86.66666666666667, 'High Risk'),
(147738, 60, 15, '36:46.1', 36.38501856, 97.09004224485012, 135, 80, 40, 'Male', 54.64409055788217, 1.899510731045998, 0.097496123, 55, 15.144665991430879, 98.33333333333333, 'High Risk'),
(147739, 72, 14, '35:46.1', 37.05482466579859, 95.84037466071103, 133, 72, 63, 'Male', 96.11333721214703, 1.545709575399891, 0.053099829, 61, 40.22794635398586, 92.33333333333333, 'High Risk'),
(147740, 71, 14, '34:46.1', 36.34333297700733, 99.73940555052295, 132, 86, 67, 'Female', 92.83028756966331, 1.8870096060113624, 0.12146656384267535, 46, 26.070026572439648, 101.33333333333333, 'Low Risk'),
(147741, 72, 14, '33:46.1', 36.885281422745834, 96.10199026, 123, 87, 70, 'Female', 56.06321460932295, 1.8384709460948334, 0.1489039018695542, 36, 16.586870509070135, 99, 'High Risk'),
(147742, 68, 19, '32:46.1', 36.352913282612015, 96.61022211, 111, 74, 77, 'Female', 57.90588910984284, 1.842099329458345, 0.11010055751747409, 37, 17.064620930089763, 86.33333333333333, 'High Risk'),
(147743, 75, 18, '31:46.1', 36.924391302715726, 96.04564614525034, 122, 81, 41, 'Female', 74.62101430763818, 1.694252617783535, 0.080437256, 41, 25.99589758579274, 94.66666666666667, 'Low Risk'),
(147744, 67, 14, '30:46.1', 36.43836204290333, 97.46914030228527, 118, 76, 75, 'Male', 98.58246408180105, 1.9593418192378813, 0.062768751, 42, 25.67906776178371, 90, 'Low Risk'),
(147745, 96, 17, '29:46.1', 37.286998141982195, 95.67115923496192, 117, 72, 60, 'Female', 69.29243370399462, 1.6164241187309294, 0.1143295835542292, 45, 26.520100840036513, 87, 'High Risk'),
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(147922, 63, 14, '32:46.1', 36.51384978188941, 97.87157033942609, 125, 77, 77, 'Male', 87.89163817861134, 1.9605110844515339, 0.081135074, 48, 22.86698753524541, 93, 'Low Risk'),
(147923, 88, 12, '31:46.1', 36.740872996732016, 98.18592942419794, 136, 72, 25, 'Female', 73.97154896814979, 1.6997099528910007, 0.11855096638386609, 64, 25.60442799, 93.33333333333333, 'Low Risk'),
(147924, 66, 13, '30:46.1', 37.246705814031564, 99.86586326081922, 127, 87, 61, 'Male', 69.74480040345452, 1.8083812123562197, 0.13337128624151112, 40, 21.327102829368755, 100.33333333333333, 'Low Risk'),
(147925, 94, 14, '29:46.1', 36.19681504292908, 96.56400536260263, 116, 76, 45, 'Female', 67.52498152408586, 1.9682404973055183, 0.077558375, 40, 17.430431857521725, 89.33333333333333, 'High Risk'),
(147926, 63, 19, '28:46.1', 37.07179526582874, 96.80903878, 124, 77, 25, 'Female', 54.438874368562296, 1.6015738762450589, 0.1462617688476065, 47, 21.22341098620697, 92.66666666666667, 'Low Risk'),
(147927, 86, 15, '27:46.1', 36.33372781412784, 99.7136296, 120, 82, 55, 'Female', 64.39600317219862, 1.6790561366867802, 0.1412671137996261, 38, 22.841703004475978, 94.66666666666667, 'Low Risk'),
(147928, 95, 16, '26:46.1', 37.03751536275352, 96.71001735578088, 124, 70, 59, 'Male', 96.56932475382955, 1.659688051, 0.10916638731900656, 54, 35.05792924194824, 88, 'High Risk'),
(147929, 72, 14, '25:46.1', 36.12765039785388, 95.84782328715757, 116, 72, 58, 'Male', 62.799182812482364, 1.953333640471306, 0.11486452809296527, 44, 16.458912380255097, 86.66666666666667, 'High Risk'),
(147930, 86, 14, '24:46.1', 37.127820454210216, 96.17823960603621, 129, 76, 85, 'Female', 65.93684101905006, 1.6585734997601356, 0.094425181, 53, 23.969484417686335, 93.66666666666666, 'Low Risk'),
(147931, 74, 19, '23:46.1', 36.374283702581316, 98.08281321, 120, 80, 67, 'Male', 92.98769134464143, 1.5996480171931466, 0.099525671, 40, 36.33930368548797, 93.33333333333333, 'High Risk'),
(147932, 82, 16, '22:46.1', 37.22753515417993, 99.04859341930968, 136, 87, 36, 'Female', 79.07068580981277, 1.5432205328588229, 0.10800834247974858, 49, 33.20163871864566, 103.33333333333333, 'High Risk'),
(147933, 75, 18, '21:46.1', 36.17355176187092, 95.6989147, 126, 77, 52, 'Female', 94.15277934098592, 1.654868135, 0.060225061021489626, 49, 34.38003841602283, 93.33333333333333, 'High Risk'),
(147934, 88, 12, '20:46.1', 37.072659473692326, 95.17182874472577, 135, 74, 67, 'Male', 64.96333455970284, 1.605349344617544, 0.13177564843027534, 61, 25.20746651357004, 94.33333333333333, 'Low Risk'),
(147935, 93, 17, '19:46.1', 37.32889658527323, 97.77723862, 120, 86, 40, 'Female', 58.54014812642357, 1.9373224793494448, 0.13659702795151324, 34, 15.597319968938727, 97.33333333333333, 'High Risk'),
(147936, 70, 12, '18:46.1', 37.10469200627504, 99.14256501, 113, 81, 75, 'Female', 66.77754106250873, 1.5889013814305633, 0.080974769, 32, 26.45066150669817, 91.66666666666667, 'Low Risk'),
(147937, 61, 17, '17:46.1', 37.10636769506406, 96.33928673170742, 134, 83, 72, 'Male', 83.30275461, 1.6143840275974322, 0.088717908, 51, 31.962861909710664, 100, 'High Risk'),
(147938, 98, 14, '16:46.1', 37.123939048014705, 99.00903120105336, 121, 77, 56, 'Female', 62.22190240011524, 1.7211082748962174, 0.10011635243904274, 44, 21.005203820340846, 91.66666666666667, 'High Risk'),
(147939, 72, 14, '15:46.1', 36.639607339004456, 95.66622353468206, 127, 71, 32, 'Male', 88.90895631592913, 1.844296765399188, 0.14319507551486382, 56, 26.138695110000242, 89.66666666666666, 'Low Risk'),
(147940, 73, 15, '14:46.1', 36.1617263, 96.99815544869213, 127, 76, 36, 'Male', 56.301387179886845, 1.736862727922701, 0.091578331, 51, 18.663285694484728, 93, 'Low Risk'),
(147941, 83, 13, '13:46.1', 37.24203920143323, 99.72671256367938, 139, 73, 70, 'Male', 53.92128238358348, 1.506086999539943, 0.14519496460519543, 66, 23.77169189879074, 95, 'Low Risk'),
(147942, 61, 13, '12:46.1', 37.30604056577079, 98.53275624743664, 112, 79, 24, 'Female', 72.43116893041801, 1.520471672661301, 0.1194332269080933, 33, 31.33060832507568, 90, 'High Risk'),
(147943, 67, 15, '11:46.1', 36.092195711657126, 99.95416304503092, 132, 73, 38, 'Female', 91.32616308988773, 1.805892657200079, 0.1372151777183594, 59, 28.003437637271553, 92.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(147944, 95, 12, '10:46.1', 36.08779010483093, 97.41887747790591, 135, 88, 37, 'Male', 77.77085353726898, 1.7508446534575246, 0.1485535715152932, 47, 25.370068320498007, 103.66666666666667, 'High Risk'),
(147945, 91, 14, '09:46.1', 37.47876427297037, 97.82150450250596, 113, 71, 82, 'Male', 99.93310404542595, 1.8113869478658273, 0.073663047, 42, 30.456984985638165, 85, 'High Risk'),
(147946, 83, 12, '08:46.1', 36.76551038767755, 99.08026120703963, 114, 80, 21, 'Male', 66.3923491, 1.5403190174045527, 0.055538402, 34, 27.983155143165504, 91.33333333333333, 'Low Risk'),
(147947, 68, 15, '07:46.1', 36.046742369572684, 98.59126316337304, 116, 83, 62, 'Female', 81.51461326631012, 1.9117992219876974, 0.12214394192770565, 33, 22.302364598805678, 94, 'Low Risk'),
(147948, 67, 19, '06:46.1', 37.40952031652092, 95.65297388, 129, 73, 89, 'Female', 60.09496464459999, 1.762110970477408, 0.071976434, 56, 19.354037312220786, 91.66666666666666, 'Low Risk'),
(147949, 95, 12, '05:46.1', 36.695658365936694, 97.82347035, 119, 75, 77, 'Female', 94.89678272846768, 1.709568846452141, 0.10312155018629005, 44, 32.4697017, 89.66666666666667, 'High Risk'),
(147950, 78, 17, '04:46.1', 37.46158711031423, 95.25780804, 136, 84, 40, 'Male', 85.64862554241174, 1.8846872150873377, 0.130055788, 52, 24.112477142659802, 101.33333333333333, 'Low Risk'),
(147951, 83, 13, '03:46.1', 36.63154069177023, 95.75624822803994, 125, 75, 71, 'Male', 66.00374998469036, 1.9483732602936166, 0.097579064, 50, 17.38698539432798, 91.66666666666666, 'High Risk'),
(147952, 62, 15, '02:46.1', 36.889474175575565, 98.67329311555613, 115, 83, 30, 'Female', 54.188944601970086, 1.9730255763648825, 0.093025958, 32, 13.920193187507314, 93.66666666666667, 'High Risk'),
(147953, 95, 14, '01:46.1', 36.67969320088566, 99.19773898001027, 127, 76, 39, 'Female', 50.24321725119097, 1.6081113150519915, 0.08853614, 51, 19.428766352389513, 93, 'High Risk'),
(147954, 89, 16, '00:46.1', 36.65711807895843, 95.75148962573203, 126, 71, 55, 'Female', 67.18983055, 1.7771607687514566, 0.1447955069382546, 55, 21.274046824295123, 89.33333333333333, 'Low Risk'),
(147955, 90, 17, '59:46.1', 36.56164415690185, 97.71758968331564, 125, 72, 76, 'Female', 81.22393038259958, 1.723332114968979, 0.1176292901684749, 53, 27.349288862348146, 89.66666666666666, 'Low Risk'),
(147956, 81, 17, '58:46.1', 36.101179951038695, 95.25440628542829, 128, 78, 82, 'Female', 96.48104599737292, 1.7763811545326091, 0.08390003, 50, 30.57522692177246, 94.66666666666666, 'High Risk'),
(147957, 68, 16, '57:46.1', 36.76559656, 97.04500020926345, 127, 86, 44, 'Male', 74.82773934586352, 1.682244860622513, 0.14106631249633766, 41, 26.44138528, 99.66666666666667, 'Low Risk'),
(147958, 99, 13, '56:46.1', 36.05613035013732, 95.44839472, 139, 89, 84, 'Male', 72.62976345746071, 1.9120341729472596, 0.053615574, 50, 19.866590035001085, 105.66666666666666, 'High Risk'),
(147959, 77, 14, '55:46.1', 36.17816478, 96.14231303189848, 137, 80, 74, 'Male', 96.02833257874096, 1.5117536256111237, 0.056074092040335526, 57, 42.01819093613962, 99, 'High Risk'),
(147960, 67, 17, '54:46.1', 37.013284818274734, 98.34688114346659, 130, 89, 54, 'Male', 95.58535135018164, 1.837622077183982, 0.1489360843156722, 41, 28.306028604046013, 102.66666666666667, 'Low Risk'),
(147961, 83, 18, '53:46.1', 37.16422519114184, 96.53290469670989, 138, 71, 64, 'Female', 53.50832826283289, 1.916265649, 0.10624184424545138, 67, 14.571691018513762, 93.33333333333333, 'High Risk'),
(147962, 71, 14, '52:46.1', 36.96989814, 98.82946948278473, 121, 84, 19, 'Female', 52.85425829223837, 1.689674439454156, 0.1293239152025744, 37, 18.51287693032508, 96.33333333333333, 'Low Risk'),
(147963, 90, 17, '51:46.1', 36.833659285137486, 96.95109597687267, 112, 83, 62, 'Female', 91.02077872868279, 1.6554024576759379, 0.11118790821631636, 29, 33.21493107206451, 92.66666666666667, 'High Risk'),
(147964, 70, 12, '50:46.1', 36.52250545008842, 98.54874624948891, 121, 77, 57, 'Female', 74.39605826736948, 1.9427273022662241, 0.096933699, 44, 19.711797939867864, 91.66666666666667, 'Low Risk'),
(147965, 96, 15, '49:46.1', 36.47399218356897, 96.71417948809936, 113, 88, 77, 'Male', 77.28087387130343, 1.9269143440967729, 0.10843419193905834, 25, 20.813600049851825, 96.33333333333333, 'High Risk'),
(147966, 68, 18, '48:46.1', 37.06697052, 95.02897482226518, 124, 75, 47, 'Female', 84.64739745291465, 1.8640485148233443, 0.055670624137253766, 49, 24.361228605333828, 91.33333333333333, 'Low Risk'),
(147967, 83, 12, '47:46.1', 36.29238182570696, 97.92187889197973, 119, 80, 29, 'Male', 50.06408568176875, 1.6800684109566852, 0.094670494, 39, 17.736681062501827, 93, 'High Risk'),
(147968, 81, 18, '46:46.1', 36.37214595076391, 98.71110198409302, 134, 89, 42, 'Male', 63.47584367897158, 1.638329580670686, 0.11807273988612617, 45, 23.64862728261386, 104, 'Low Risk'),
(147969, 75, 15, '45:46.1', 37.39200954723765, 95.01522132819872, 137, 72, 59, 'Male', 92.06317466881531, 1.9906634402927772, 0.063398111, 65, 23.23219615830658, 93.66666666666666, 'Low Risk'),
(147970, 93, 16, '44:46.1', 36.60249813, 98.57164934843718, 131, 80, 87, 'Female', 51.200529680306914, 1.669628030971798, 0.088116535, 51, 18.366863530307374, 97, 'High Risk'),
(147971, 81, 15, '43:46.1', 36.574430395308234, 95.74872465459795, 127, 72, 64, 'Female', 98.18222683216686, 1.8483059693965747, 0.057600085, 55, 28.73989291783226, 90.33333333333333, 'Low Risk'),
(147972, 76, 18, '42:46.1', 36.39170153013758, 97.27626112828506, 127, 88, 86, 'Female', 75.07129838963695, 1.573497490629154, 0.12075797963471221, 39, 30.320881138640576, 101, 'High Risk'),
(147973, 75, 16, '41:46.1', 36.201106093441624, 98.54488800548988, 139, 76, 48, 'Female', 67.75619285440506, 1.664089238827401, 0.1335293640426113, 63, 24.467847846682723, 97, 'Low Risk'),
(147974, 67, 14, '40:46.1', 36.45176200144209, 97.03720278070193, 112, 78, 34, 'Female', 68.39647910955495, 1.9209789473810635, 0.10560521422674973, 34, 18.53482693278935, 89.33333333333333, 'Low Risk'),
(147975, 77, 14, '39:46.1', 36.60268044744681, 95.46766115222692, 110, 81, 67, 'Female', 95.83364948901928, 1.753937036187672, 0.1267434234991331, 29, 31.152293760987455, 90.66666666666667, 'High Risk'),
(147976, 87, 13, '38:46.1', 36.06881754564166, 96.88028161508807, 134, 76, 45, 'Female', 62.74716923643934, 1.9782152444727097, 0.14876455052436416, 58, 16.034190878646566, 95.33333333333333, 'High Risk'),
(147977, 91, 15, '37:46.1', 36.201888642373746, 98.53551464501979, 121, 78, 86, 'Female', 69.77240744435564, 1.5893381036243146, 0.10905122228373221, 43, 27.62174535598669, 92.33333333333333, 'High Risk'),
(147978, 64, 13, '36:46.1', 36.90161312327163, 96.12166391270786, 121, 76, 18, 'Male', 53.35963637458207, 1.8452774908140133, 0.093245647, 45, 15.670739566703888, 91, 'High Risk'),
(147979, 89, 19, '35:46.1', 36.3034737, 95.39297343249906, 123, 85, 84, 'Female', 98.50261084869163, 1.629535572501724, 0.12299137335617295, 38, 37.09539934891915, 97.66666666666667, 'High Risk'),
(147980, 81, 19, '34:46.1', 36.16419197113107, 96.62400139373415, 113, 85, 33, 'Male', 76.75609075634468, 1.9923790584301098, 0.087550309, 28, 19.336101232620095, 94.33333333333333, 'Low Risk'),
(147981, 96, 19, '33:46.1', 36.95732875249954, 98.46468986, 126, 76, 55, 'Female', 68.02514418635764, 1.580559427568986, 0.14130682976964895, 50, 27.23001069, 92.66666666666666, 'High Risk'),
(147982, 62, 14, '32:46.1', 36.33324512862224, 97.35748862997049, 119, 73, 45, 'Male', 72.09257562302261, 1.697288758763702, 0.086514153, 46, 25.02528729250172, 88.33333333333333, 'Low Risk'),
(147983, 61, 12, '31:46.1', 37.317504152034694, 98.78445704433574, 122, 88, 25, 'Male', 85.64247954, 1.5823042954600035, 0.098101217, 34, 34.20654559784994, 99.33333333333333, 'High Risk'),
(147984, 92, 16, '30:46.1', 36.51138012, 97.86182409359323, 127, 78, 38, 'Female', 52.397413648051604, 1.5210146412454104, 0.1064651085972862, 49, 22.648688642053216, 94.33333333333333, 'High Risk'),
(147985, 75, 15, '29:46.1', 36.63589592335597, 99.03209020065214, 135, 73, 43, 'Female', 75.93732022604175, 1.5271008899944876, 0.085903443, 62, 32.562654902471294, 93.66666666666666, 'High Risk'),
(147986, 95, 14, '28:46.1', 37.35049402346779, 97.85613743230306, 116, 89, 63, 'Male', 92.93541497755587, 1.5686977890416085, 0.095025393, 27, 37.76614651044242, 98, 'High Risk'),
(147987, 74, 13, '27:46.1', 37.087373783776705, 97.83383567187467, 128, 74, 84, 'Female', 52.462902841980686, 1.6098806888985662, 0.1008818115002971, 54, 20.24253669493028, 92, 'Low Risk'),
(147988, 97, 16, '26:46.1', 37.07610924883296, 99.06957813395586, 129, 70, 25, 'Male', 62.40763948142289, 1.6036962843398108, 0.14682373207073496, 59, 24.26573833236099, 89.66666666666666, 'High Risk'),
(147989, 73, 15, '25:46.1', 37.40655873169029, 97.72723651494904, 135, 85, 45, 'Female', 61.42061368064619, 1.8869205227323051, 0.085176885, 50, 17.250708449079372, 101.66666666666666, 'High Risk'),
(147990, 65, 14, '24:46.1', 36.963242716428475, 97.70608628267878, 117, 72, 46, 'Female', 67.29815734565479, 1.8520767140330725, 0.1384602841419365, 45, 19.619377804147263, 87, 'Low Risk'),
(147991, 89, 12, '23:46.1', 36.46899490167713, 95.82095114583903, 120, 71, 88, 'Male', 52.35694375088967, 1.9594877669070414, 0.13962021336874497, 49, 13.636068504675327, 87.33333333333333, 'High Risk'),
(147992, 87, 15, '22:46.1', 37.43728059891173, 99.29394769, 127, 76, 67, 'Female', 74.99881756448096, 1.6111720011279358, 0.11755591826597782, 51, 28.891534179689867, 93, 'Low Risk'),
(147993, 79, 13, '21:46.1', 37.38045473159423, 97.72470257439984, 139, 80, 46, 'Female', 81.10973681158899, 1.5977354928887602, 0.067408016, 59, 31.773366062843344, 99.66666666666666, 'High Risk'),
(147994, 86, 14, '20:46.1', 37.119213135306076, 97.93834408493984, 117, 85, 27, 'Male', 73.99400144308109, 1.7006153045825485, 0.068790951, 32, 25.584936733099052, 95.66666666666667, 'Low Risk'),
(147995, 91, 12, '19:46.1', 37.135587702637444, 95.69479266794299, 116, 89, 86, 'Female', 82.84331863, 1.8265888201418603, 0.13956370956529784, 27, 24.829953012243468, 98, 'High Risk'),
(147996, 93, 15, '18:46.1', 36.60303729713878, 98.74456439663285, 126, 71, 69, 'Female', 77.94784085981595, 1.9688592085065102, 0.0695531, 55, 20.108272750141207, 89.33333333333333, 'High Risk'),
(147997, 82, 14, '17:46.1', 37.11623317, 96.54288287840279, 138, 73, 59, 'Male', 66.50770835335442, 1.7298486444404888, 0.066056358, 65, 22.225716607628037, 94.66666666666666, 'Low Risk'),
(147998, 62, 16, '16:46.1', 36.49480687385217, 99.70179908849556, 126, 88, 60, 'Male', 79.31511872843268, 1.616107509595036, 0.10922328977988044, 38, 30.367950444113497, 100.66666666666667, 'High Risk'),
(147999, 87, 19, '15:46.1', 37.215144273318344, 97.34838203213549, 128, 79, 45, 'Female', 67.73665204235363, 1.7965754841485722, 0.066773933, 49, 20.986150800357073, 95.33333333333333, 'Low Risk'),
(148000, 87, 15, '14:46.1', 36.67753868840851, 97.7500045, 114, 76, 70, 'Female', 57.55979206631378, 1.7612407661413467, 0.093703286, 38, 18.55588866052436, 88.66666666666667, 'Low Risk'),
(148001, 60, 17, '13:46.1', 36.013995401524305, 98.04150966991574, 111, 85, 88, 'Female', 90.15869064901446, 1.6721070898361223, 0.080035673, 26, 32.24626504531386, 93.66666666666667, 'High Risk'),
(148002, 78, 17, '12:46.1', 36.61143879370809, 95.94734754319403, 120, 84, 58, 'Female', 61.55806815821806, 1.5850669397659107, 0.058129534, 36, 24.501336022055014, 96, 'Low Risk'),
(148003, 91, 19, '11:46.1', 36.87912914982142, 98.91091780553093, 134, 77, 68, 'Female', 66.30616759826168, 1.889072609278775, 0.068012089, 57, 18.58046698894248, 96, 'High Risk'),
(148004, 99, 17, '10:46.1', 36.028710393658685, 97.42451851340402, 116, 73, 33, 'Female', 94.39771309430711, 1.5604531849719607, 0.077323008, 43, 38.76680280707169, 87.33333333333333, 'High Risk'),
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(148182, 95, 18, '12:46.1', 36.61324134362271, 96.00305400871002, 112, 70, 49, 'Female', 62.49016218688696, 1.6750693879175564, 0.14197893126449773, 42, 22.27132461425041, 84, 'High Risk'),
(148183, 90, 18, '11:46.1', 36.39661585661171, 99.06353867835644, 110, 77, 76, 'Male', 98.73600680667658, 1.6056051324773641, 0.12618246878717004, 33, 38.29993734584933, 88, 'High Risk'),
(148184, 63, 13, '10:46.1', 36.44463662, 98.61468882795866, 136, 84, 65, 'Female', 83.38750095941083, 1.7720910910664978, 0.12509718851510065, 52, 26.553934166252162, 101.33333333333333, 'Low Risk'),
(148185, 77, 16, '09:46.1', 36.68420465338817, 99.73793468799006, 112, 87, 47, 'Female', 86.0461832, 1.6653694845767275, 0.066480751, 25, 31.02490109469069, 95.33333333333333, 'High Risk'),
(148186, 74, 16, '08:46.1', 37.394180334877774, 95.65642637829079, 138, 73, 54, 'Male', 74.05525662667617, 1.9604254645985844, 0.11226535981459204, 65, 19.268824496076594, 94.66666666666666, 'Low Risk'),
(148187, 99, 13, '07:46.1', 36.32352386865316, 99.15820296385198, 116, 82, 70, 'Female', 96.36166010728397, 1.5367101229317823, 0.12183912449759643, 34, 40.80565646975993, 93.33333333333333, 'High Risk'),
(148188, 69, 13, '06:46.1', 36.56650781770294, 95.33255008291046, 113, 81, 60, 'Female', 76.14241586340319, 1.6342892346289604, 0.065089765, 32, 28.508135360260688, 91.66666666666667, 'Low Risk'),
(148189, 90, 14, '05:46.1', 36.66970643726603, 96.17293939696683, 117, 77, 76, 'Male', 56.04663887992167, 1.6109575704256205, 0.10417171429919411, 40, 21.596400307958124, 90.33333333333333, 'Low Risk'),
(148190, 87, 14, '04:46.1', 36.32005586013667, 97.06837418, 126, 76, 66, 'Male', 71.39193537465061, 1.5000897173036682, 0.14859380374845782, 50, 31.725953785863258, 92.66666666666666, 'High Risk'),
(148191, 72, 13, '03:46.1', 37.02721719197345, 97.07802493, 119, 75, 62, 'Female', 81.32818672750838, 1.5571821531797472, 0.079589336, 44, 33.5399379, 89.66666666666667, 'High Risk'),
(148192, 80, 16, '02:46.1', 36.24879954699725, 96.22845927267333, 139, 80, 73, 'Female', 90.2911446, 1.6846554322332372, 0.11630453786914001, 59, 31.814344912413226, 99.66666666666666, 'High Risk'),
(148193, 83, 18, '01:46.1', 37.43168901477058, 97.32830029925304, 137, 71, 48, 'Male', 75.76153886670964, 1.796351080663484, 0.072535076, 66, 23.478283818577875, 93, 'Low Risk'),
(148194, 99, 18, '00:46.1', 36.96538267434425, 97.12163672745217, 114, 71, 88, 'Female', 57.43999091416083, 1.6317065161483368, 0.10462910231552602, 43, 21.573979751713438, 85.33333333333333, 'High Risk'),
(148195, 77, 13, '59:46.1', 36.64417766785601, 96.93356445114425, 128, 82, 45, 'Female', 60.35084363073259, 1.6686838958066765, 0.1274303661225777, 46, 21.673806715362208, 97.33333333333333, 'Low Risk'),
(148196, 61, 16, '58:46.1', 36.971057593555486, 97.68099187275159, 136, 73, 58, 'Male', 51.037843807944725, 1.766429397, 0.1350059799304329, 63, 16.356853017345074, 94, 'High Risk'),
(148197, 98, 18, '57:46.1', 36.81416481721379, 99.52167, 139, 89, 55, 'Male', 59.864730148516585, 1.9331766749968002, 0.14490598956700856, 50, 16.018724650464836, 105.66666666666666, 'High Risk'),
(148198, 62, 15, '56:46.1', 36.79727927, 98.55427634606788, 133, 70, 84, 'Female', 97.38987444477559, 1.8748007212637385, 0.084718517, 63, 27.707898119223564, 91, 'Low Risk'),
(148199, 90, 19, '55:46.1', 37.19007144385184, 95.88339305266076, 133, 86, 40, 'Male', 95.75255004266903, 1.5660419288543608, 0.094685713, 47, 39.04303567542088, 101.66666666666667, 'High Risk'),
(148200, 65, 16, '54:46.1', 36.43775650109424, 98.94851006239801, 114, 74, 79, 'Male', 75.84935655995136, 1.5174182099768725, 0.12113645458357003, 40, 32.94134427, 87.33333333333333, 'High Risk'),
(148201, 76, 14, '53:46.1', 36.91307426, 96.09838867, 139, 83, 85, 'Male', 51.348373079411594, 1.7180764852187211, 0.062587156, 56, 17.39569162711219, 101.66666666666666, 'High Risk'),
(148202, 96, 15, '52:46.1', 37.171618055959094, 98.02512508250432, 118, 79, 42, 'Male', 87.02974318954713, 1.9557710899088065, 0.14211307601213674, 39, 22.75263279241077, 92, 'High Risk'),
(148203, 99, 19, '51:46.1', 36.81325014098534, 97.55914503702496, 135, 70, 25, 'Female', 61.59483011431465, 1.5987845556375833, 0.088818952, 65, 24.097077428788534, 91.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(148205, 92, 18, '49:46.1', 37.220045707519446, 98.30501156089738, 134, 81, 63, 'Male', 90.08033340654677, 1.5832857394787125, 0.118397311, 53, 35.93448165542248, 98.66666666666666, 'High Risk'),
(148206, 88, 13, '48:46.1', 36.776799590447126, 99.97580342284101, 132, 85, 27, 'Female', 86.24471471, 1.8322018776703617, 0.13468504909765588, 47, 25.691285903862305, 100.66666666666667, 'Low Risk'),
(148207, 99, 14, '47:46.1', 36.84626884745601, 98.37999847733504, 126, 89, 37, 'Female', 69.69970372, 1.7805871055570863, 0.086074484, 37, 21.983887045836635, 101.33333333333333, 'High Risk'),
(148208, 75, 13, '46:46.1', 36.89257088300357, 96.37341110472892, 122, 86, 84, 'Male', 83.53245022658692, 1.9984425330602318, 0.069348446, 36, 20.915675345715094, 98, 'Low Risk'),
(148209, 94, 12, '45:46.1', 36.64811288964273, 95.92739977027091, 124, 81, 30, 'Female', 61.52589643401169, 1.6798048430365484, 0.059733220344953535, 43, 21.80420678122592, 95.33333333333333, 'High Risk'),
(148210, 90, 19, '44:46.1', 37.27355194390684, 97.97434479924108, 138, 79, 24, 'Male', 95.62500061191682, 1.9270401230984127, 0.13229352563294916, 59, 25.750753196833205, 98.66666666666666, 'Low Risk'),
(148211, 87, 12, '43:46.1', 36.275759249245056, 98.65811539333765, 114, 89, 77, 'Female', 86.05460838918002, 1.5684788892437123, 0.11009779842752143, 25, 34.97975610988819, 97.33333333333333, 'High Risk'),
(148212, 82, 12, '42:46.1', 36.735942001029976, 97.17231778827326, 133, 79, 33, 'Female', 76.33366415548129, 1.7349464814693158, 0.13274798272376326, 54, 25.359690260099832, 97, 'Low Risk'),
(148213, 92, 14, '41:46.1', 37.08515983114471, 99.94741022412614, 131, 75, 31, 'Female', 98.41188173055887, 1.8904794144719383, 0.128155361, 56, 27.536176117537455, 93.66666666666666, 'High Risk'),
(148214, 99, 12, '40:46.1', 36.22956253523927, 99.34774665836706, 112, 85, 78, 'Male', 51.599250890420336, 1.8663429972203796, 0.058716915, 27, 14.81359522452115, 94, 'High Risk'),
(148215, 72, 13, '39:46.1', 36.58358690144709, 95.65158932898898, 130, 80, 86, 'Female', 51.411262639725294, 1.6162261668422762, 0.10731562120478921, 50, 19.68131002839607, 96.66666666666666, 'Low Risk'),
(148216, 92, 18, '38:46.1', 37.12204288054973, 99.19565176882288, 117, 70, 49, 'Male', 71.81390468440291, 1.6645540362996978, 0.14042478247915668, 47, 25.918671929508886, 85.66666666666667, 'High Risk'),
(148217, 78, 14, '37:46.1', 36.21510753400707, 95.85053929, 116, 85, 45, 'Female', 92.50106534615863, 1.9268597357442174, 0.074191137, 31, 24.914176180600666, 95.33333333333333, 'Low Risk'),
(148218, 96, 17, '36:46.1', 36.34753534884189, 95.01111135415047, 123, 81, 32, 'Male', 85.88559804998573, 1.9727629455512898, 0.090865608, 42, 22.068384402968093, 95, 'High Risk'),
(148219, 65, 16, '35:46.1', 36.00280935967361, 97.72263996173685, 112, 73, 36, 'Male', 72.50905978418679, 1.922197219482607, 0.067145389, 39, 19.624399860403734, 86, 'Low Risk'),
(148220, 67, 13, '34:46.1', 36.611522348134415, 95.84900559076466, 139, 81, 60, 'Male', 53.67694330037296, 1.7146286458201605, 0.1258521496135242, 58, 18.25776556270714, 100.33333333333333, 'High Risk'),
(148221, 79, 14, '33:46.1', 37.35108093609854, 95.33143687, 110, 77, 49, 'Female', 65.61237505386129, 1.6316944044264883, 0.091689412, 33, 24.64382467048222, 88, 'Low Risk'),
(148222, 75, 12, '32:46.1', 36.75524395531458, 99.39037572311261, 117, 76, 69, 'Female', 89.18714081673227, 1.6319665739199813, 0.1336612554457292, 41, 33.487268392699534, 89.66666666666667, 'High Risk'),
(148223, 83, 19, '31:46.1', 36.86444348775177, 97.62124661704468, 122, 86, 50, 'Male', 56.603762090102656, 1.6318398069674875, 0.088874597, 36, 21.25642627439937, 98, 'Low Risk'),
(148224, 94, 19, '30:46.1', 36.46969233924093, 97.16613147560639, 138, 80, 88, 'Female', 98.22424360759449, 1.8812254576981375, 0.052161011916369626, 58, 27.75472948, 99.33333333333333, 'High Risk'),
(148225, 98, 19, '29:46.1', 37.05985566760785, 95.91608922007977, 115, 73, 22, 'Male', 51.57325516901149, 1.8056896266940063, 0.091758268, 42, 15.81751800770936, 87, 'High Risk'),
(148226, 90, 12, '28:46.1', 36.52112322847669, 99.00529730724341, 121, 88, 65, 'Male', 57.86894762799968, 1.5655268863571423, 0.14102137635329204, 33, 23.61155140166457, 99, 'Low Risk'),
(148227, 90, 19, '27:46.1', 36.36885689413107, 98.06997762408055, 120, 80, 52, 'Female', 94.97142105804994, 1.5825984784519245, 0.052722841, 40, 37.918526171076834, 93.33333333333333, 'High Risk'),
(148228, 66, 16, '26:46.1', 36.05539627251715, 98.98134281829583, 130, 85, 22, 'Female', 63.58455570579268, 1.5599466698803761, 0.1455745270399197, 45, 26.129562511786776, 100, 'Low Risk'),
(148229, 99, 13, '25:46.1', 36.80581711035057, 97.03077234129202, 139, 77, 37, 'Female', 99.47815036632002, 1.731657739167711, 0.10162791200969123, 62, 33.17443883829606, 97.66666666666666, 'High Risk'),
(148230, 77, 17, '24:46.1', 37.441958198805885, 99.90976058345152, 112, 88, 33, 'Female', 96.69558507350966, 1.9264422129664325, 0.1498437148099474, 24, 26.055215726056776, 96, 'Low Risk'),
(148231, 76, 14, '23:46.1', 37.070319118600466, 96.86314811535989, 132, 80, 85, 'Male', 55.721707194798526, 1.6525490778625305, 0.11703107701388167, 52, 20.404017226510643, 97.33333333333333, 'Low Risk'),
(148232, 71, 16, '22:46.1', 36.74837139973854, 98.91942907, 130, 72, 44, 'Female', 55.49193261993814, 1.5668449403164186, 0.057832113, 58, 22.60361030337055, 91.33333333333333, 'Low Risk'),
(148233, 72, 18, '21:46.1', 36.842399303332535, 99.05171425303804, 124, 70, 39, 'Male', 83.06301207312131, 1.8322674352538786, 0.11215737869859409, 54, 24.741723530658344, 88, 'Low Risk'),
(148234, 92, 14, '20:46.1', 36.03755427, 95.30646395837977, 133, 86, 79, 'Male', 89.5925857, 1.6836929274861168, 0.10087146188184548, 47, 31.604308730490622, 101.66666666666667, 'High Risk'),
(148235, 69, 19, '19:46.1', 37.13370921083141, 99.18688940647262, 120, 85, 44, 'Female', 66.12136327, 1.5292687881988414, 0.13447098016340522, 35, 28.273146885969197, 96.66666666666667, 'Low Risk'),
(148236, 82, 14, '18:46.1', 37.292670046654315, 96.88684131631584, 135, 72, 49, 'Female', 50.31061834855352, 1.5924101684120173, 0.089657329, 63, 19.840370176464813, 93, 'Low Risk'),
(148237, 99, 16, '17:46.1', 36.342767790621636, 99.09448869624045, 132, 82, 88, 'Female', 93.57643202258103, 1.797848984439723, 0.083042294, 50, 28.95076631078634, 98.66666666666666, 'High Risk'),
(148238, 78, 18, '16:46.1', 37.00617878724737, 98.89116470791238, 116, 81, 75, 'Female', 96.49273612363237, 1.724623252877529, 0.1249625371573246, 35, 32.44188994239531, 92.66666666666667, 'High Risk'),
(148239, 76, 12, '15:46.1', 37.24538344844554, 97.23929196046886, 128, 81, 40, 'Male', 85.02156006637001, 1.651045049032799, 0.11097840254485553, 47, 31.189701843776156, 96.66666666666667, 'High Risk'),
(148240, 71, 17, '14:46.1', 37.154086627355575, 97.51917186466235, 138, 73, 71, 'Male', 91.01455858139045, 1.7550306540626213, 0.069922552, 65, 29.548909251152836, 94.66666666666666, 'Low Risk'),
(148241, 71, 19, '13:46.1', 36.73781890449977, 99.4356229, 123, 88, 82, 'Male', 93.07439949839736, 1.6771109473203931, 0.11643333587048806, 35, 33.09075341072898, 99.66666666666667, 'High Risk'),
(148242, 79, 15, '12:46.1', 36.833857131232044, 97.39944877484616, 121, 78, 74, 'Female', 95.35047106719003, 1.8141236473729307, 0.090494402, 43, 28.972706974750484, 92.33333333333333, 'Low Risk'),
(148243, 95, 12, '11:46.1', 36.75151771500901, 98.08133513, 110, 72, 22, 'Female', 56.87544073605487, 1.855038671961916, 0.079620894, 38, 16.52794426019632, 84.66666666666667, 'High Risk'),
(148244, 73, 18, '10:46.1', 36.78086737487288, 95.16638454367404, 114, 79, 53, 'Male', 68.82999211435714, 1.7135853225095008, 0.056500496654545034, 35, 23.440466610105446, 90.66666666666667, 'Low Risk'),
(148245, 96, 15, '09:46.1', 37.020216318152315, 98.18387504854198, 123, 86, 32, 'Male', 79.57319968, 1.7156569790315914, 0.14887768904094362, 37, 27.03372546527346, 98.33333333333333, 'High Risk'),
(148246, 72, 12, '08:46.1', 36.784951100505985, 99.85482432288048, 133, 88, 55, 'Female', 56.35547044335335, 1.6521183475808061, 0.1330835365577978, 45, 20.646848494989218, 103, 'Low Risk'),
(148247, 62, 12, '07:46.1', 37.22388914347492, 97.07418307688079, 126, 87, 84, 'Male', 90.25266605981247, 1.7489392919208133, 0.10510923537756539, 39, 29.506015773109898, 100, 'Low Risk'),
(148248, 78, 19, '06:46.1', 37.154201934762554, 98.47783951913634, 132, 84, 81, 'Female', 90.58907904614787, 1.6361479418656637, 0.14605628944386728, 48, 33.840027224465814, 100, 'High Risk'),
(148249, 95, 14, '05:46.1', 37.03076126545566, 95.73208119, 134, 73, 55, 'Male', 68.73176216419294, 1.8479605483503867, 0.1240283905212913, 61, 20.126677509695718, 93.33333333333333, 'High Risk'),
(148250, 98, 18, '04:46.1', 36.69012642237091, 98.73015546, 112, 71, 20, 'Female', 96.89483932, 1.8971284169751748, 0.092027208, 41, 26.92199183127552, 84.66666666666667, 'High Risk'),
(148251, 76, 13, '03:46.1', 36.98199922563653, 98.01552308510838, 112, 78, 30, 'Male', 96.86919267550462, 1.6300741192024406, 0.061621362969578014, 34, 36.45616456141527, 89.33333333333333, 'High Risk'),
(148252, 97, 19, '02:46.1', 36.12755826236136, 95.21060754288324, 134, 75, 55, 'Female', 68.81529509943485, 1.650383582631028, 0.068037689, 59, 25.26476057854278, 94.66666666666666, 'High Risk'),
(148253, 94, 14, '01:46.1', 37.131373670181084, 96.98110553319782, 126, 71, 89, 'Female', 85.76581659, 1.9051856516397594, 0.10671834162644167, 55, 23.62868881501792, 89.33333333333333, 'High Risk'),
(148254, 82, 14, '00:46.1', 36.435292715662236, 95.60262331671392, 130, 74, 28, 'Male', 62.7070938, 1.8280212769616928, 0.13496048838093672, 56, 18.765242493253613, 92.66666666666666, 'Low Risk'),
(148255, 61, 15, '59:46.1', 37.376535473646946, 98.50162237836355, 125, 81, 38, 'Female', 67.19334888140702, 1.8576090881699499, 0.073098272, 44, 19.47231705846109, 95.66666666666667, 'Low Risk'),
(148256, 76, 14, '58:46.1', 36.75178869450278, 95.89314249788758, 133, 80, 32, 'Male', 84.08409826276554, 1.7435783530993063, 0.11299166996115047, 53, 27.658647156971668, 97.66666666666666, 'Low Risk'),
(148257, 98, 16, '57:46.1', 37.39744934268358, 98.16530451, 117, 78, 85, 'Female', 55.72312208960999, 1.8484910612851535, 0.079937614, 39, 16.308001087666234, 91, 'High Risk'),
(148258, 61, 18, '56:46.1', 36.04961604397425, 99.28118124497612, 130, 89, 35, 'Male', 66.10442019141789, 1.5533500923996018, 0.079466417, 41, 27.39629318106607, 102.66666666666667, 'Low Risk'),
(148259, 84, 12, '55:46.1', 36.84970275860164, 96.98725199464783, 110, 83, 82, 'Male', 87.70950990083912, 1.6956922702780113, 0.10595013194471907, 27, 30.503705780559898, 92, 'High Risk'),
(148260, 98, 17, '54:46.1', 37.343453020129154, 98.81767373808032, 135, 74, 79, 'Female', 86.68044916235255, 1.7424628241462194, 0.10537660847773421, 61, 28.549211034726575, 94.33333333333333, 'High Risk'),
(148261, 75, 12, '53:46.1', 36.50115932, 98.96621586835806, 112, 79, 22, 'Female', 73.64693833319842, 1.8271341526432818, 0.14026046348986537, 33, 22.060422511908477, 90, 'Low Risk'),
(148262, 92, 14, '52:46.1', 36.07860656332465, 96.31918558632333, 113, 79, 24, 'Male', 60.38509501, 1.846384221292542, 0.12081878405780629, 34, 17.712733715805907, 90.33333333333333, 'High Risk'),
(148263, 75, 13, '51:46.1', 37.48573044889236, 97.86891011132629, 125, 78, 73, 'Male', 67.41917053688887, 1.532591266950512, 0.1475402544440219, 47, 28.703226100042656, 93.66666666666667, 'Low Risk'),
(148264, 94, 18, '50:46.1', 36.377057461519264, 99.05409386, 124, 73, 66, 'Female', 63.063166052896115, 1.6292187348367007, 0.11258900873519599, 51, 23.758388487137253, 90, 'High Risk'),
(148265, 60, 18, '49:46.1', 36.68547680428782, 96.99039775765014, 113, 86, 64, 'Female', 56.25488166, 1.6544393849794656, 0.11434986727323761, 27, 20.55220840025045, 95, 'Low Risk'),
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(148442, 79, 17, '52:46.1', 37.241973066571326, 97.63106223807941, 111, 86, 85, 'Female', 75.29224048, 1.967492936233592, 0.11952132042397266, 25, 19.45019040088098, 94.33333333333333, 'Low Risk'),
(148443, 65, 16, '51:46.1', 37.402707644234255, 97.32525003, 134, 80, 54, 'Male', 68.38339241454932, 1.9051243524352248, 0.052611527611081926, 54, 18.841001531031445, 98, 'Low Risk'),
(148444, 96, 13, '50:46.1', 36.19103043418876, 96.59280726901375, 130, 84, 72, 'Male', 70.49662517723617, 1.5035256692597574, 0.06309149, 46, 31.185063500858647, 99.33333333333333, 'High Risk'),
(148445, 98, 12, '49:46.1', 36.20495198451654, 99.10912011656738, 113, 84, 22, 'Female', 71.05736212480933, 1.8441064051002016, 0.055480356100517284, 29, 20.894747557127523, 93.66666666666667, 'High Risk'),
(148446, 87, 15, '48:46.1', 36.91343554604862, 97.76200494, 124, 83, 66, 'Male', 74.98130385241646, 1.6471336314500915, 0.12290018632623596, 41, 27.637281276156894, 96.66666666666667, 'Low Risk'),
(148447, 77, 12, '47:46.1', 37.45447045964655, 98.09240309465598, 110, 83, 61, 'Male', 99.35029326513342, 1.9409905059263242, 0.11996896645561014, 27, 26.370740869728063, 92, 'Low Risk'),
(148448, 65, 15, '46:46.1', 36.28862807073143, 98.65366876721681, 131, 77, 33, 'Male', 76.49289676, 1.54456714, 0.090791043, 54, 32.06324881374993, 95, 'High Risk'),
(148449, 64, 12, '45:46.1', 36.699157003578335, 97.66605546766311, 130, 75, 40, 'Female', 69.51185221797336, 1.6168714103624244, 0.1178616768581611, 55, 26.589360799820987, 93.33333333333333, 'Low Risk'),
(148450, 88, 13, '44:46.1', 36.43882817882681, 98.68993724385368, 133, 70, 62, 'Male', 79.90499483370985, 1.8744764881717098, 0.14576235479861743, 63, 22.741229080232767, 91, 'Low Risk'),
(148451, 71, 16, '43:46.1', 36.443653387165774, 97.79102149, 127, 76, 67, 'Female', 66.08343121217497, 1.767856100711338, 0.077823066, 51, 21.144565311026675, 93, 'Low Risk'),
(148452, 98, 14, '42:46.1', 36.249716319418354, 95.69924743106172, 111, 70, 27, 'Female', 71.88655038160098, 1.5184495150924926, 0.080198945, 41, 31.17790498530004, 83.66666666666667, 'High Risk'),
(148453, 89, 14, '41:46.1', 36.96199095552388, 98.36916939, 116, 87, 59, 'Male', 53.280627370394626, 1.650247227417147, 0.06471072, 29, 19.56461501344174, 96.66666666666667, 'Low Risk'),
(148454, 81, 18, '40:46.1', 36.824060783470216, 95.10601514377974, 124, 77, 19, 'Male', 78.77367398332683, 1.5810016636796047, 0.12764676026957295, 47, 31.514937301862783, 92.66666666666667, 'High Risk'),
(148455, 85, 13, '39:46.1', 36.358725819992934, 99.39839110009001, 114, 84, 77, 'Female', 88.85541787065878, 1.807328935097508, 0.14699764317979797, 30, 27.202543303971503, 94, 'Low Risk'),
(148456, 86, 19, '38:46.1', 37.34876229710626, 99.4700595, 118, 78, 73, 'Male', 76.8930478, 1.9115379076126424, 0.13100392287774443, 40, 21.043658505998685, 91.33333333333333, 'Low Risk'),
(148457, 84, 12, '37:46.1', 36.567464984699875, 99.65131119194663, 115, 89, 70, 'Male', 71.23387046411284, 1.7939155796605633, 0.1113890171199967, 26, 22.135153549210873, 97.66666666666667, 'Low Risk'),
(148458, 62, 14, '36:46.1', 36.271968848333096, 96.40881476, 134, 79, 63, 'Male', 93.58217329579338, 1.608093663941712, 0.06763197, 55, 36.18848859119167, 97.33333333333333, 'High Risk'),
(148459, 94, 18, '35:46.1', 37.23493076230433, 98.48893465760483, 120, 82, 42, 'Male', 62.76647165, 1.592992313949457, 0.10683919008549501, 38, 24.734341641511698, 94.66666666666667, 'High Risk'),
(148460, 82, 15, '34:46.1', 36.166366694906685, 95.57358159, 133, 70, 35, 'Female', 71.01063097384466, 1.6725513662682554, 0.089275203, 63, 25.384256225977357, 91, 'Low Risk'),
(148461, 75, 18, '33:46.1', 37.22563708, 97.17699579513346, 139, 82, 38, 'Male', 57.303035790018605, 1.841858010845874, 0.12228130400597555, 57, 16.89138792293062, 101, 'High Risk'),
(148462, 66, 15, '32:46.1', 37.407792049182625, 96.14845874598906, 115, 78, 25, 'Female', 91.11065061115028, 1.694849082023135, 0.096158035, 37, 31.718094080081716, 90.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(148463, 95, 14, '31:46.1', 36.22509416719843, 99.77627828148222, 139, 83, 63, 'Male', 54.07481464244315, 1.6784295090167047, 0.054992002221037055, 56, 19.195031389851994, 101.66666666666666, 'High Risk'),
(148464, 91, 16, '30:46.1', 37.35208782622954, 95.21680282, 137, 86, 81, 'Female', 97.08814764014187, 1.589255917774152, 0.13813907222338098, 51, 38.43957175763394, 103, 'High Risk'),
(148465, 70, 15, '29:46.1', 36.61012201165987, 95.41701421490698, 135, 81, 63, 'Male', 56.87691425655277, 1.5516378643650794, 0.087882638, 54, 23.624100876711772, 99, 'Low Risk'),
(148466, 79, 15, '28:46.1', 37.02004053331846, 99.72464967705545, 128, 73, 50, 'Female', 92.68023928907611, 1.5850769662020336, 0.060667135922012644, 55, 36.888112730069196, 91.33333333333333, 'High Risk'),
(148467, 65, 13, '27:46.1', 36.501945188779644, 96.88909751300103, 122, 86, 51, 'Male', 82.68122932615972, 1.8080787971850119, 0.064064312, 36, 25.291362040645772, 98, 'Low Risk'),
(148468, 81, 13, '26:46.1', 36.811572230285535, 99.56381658, 136, 80, 88, 'Male', 67.06106208254155, 1.5107344828399443, 0.088176773, 56, 29.382865214876972, 98.66666666666666, 'Low Risk'),
(148469, 93, 17, '25:46.1', 37.27565881921942, 96.79305850719716, 116, 81, 75, 'Female', 56.00334702183652, 1.970375101380658, 0.080767594, 35, 14.42501127989198, 92.66666666666667, 'High Risk'),
(148470, 61, 19, '24:46.1', 36.82191142962378, 95.15659428, 131, 74, 41, 'Female', 65.71055731717803, 1.6822644571165841, 0.12992088320702827, 57, 23.219165770039776, 93, 'Low Risk'),
(148471, 68, 18, '23:46.1', 36.64715635539255, 98.01566042, 131, 89, 38, 'Male', 61.75449420456328, 1.8756547177172302, 0.1293783375940134, 42, 17.55346192234145, 103, 'High Risk'),
(148472, 60, 14, '22:46.1', 36.50028821307344, 96.05029972876501, 120, 79, 56, 'Male', 75.23973717712164, 1.664112825224979, 0.12068191545149283, 41, 27.16950552188286, 92.66666666666667, 'Low Risk'),
(148473, 91, 16, '21:46.1', 36.64233809636712, 95.47722675, 125, 77, 56, 'Female', 80.61454472189419, 1.735524081, 0.062318171, 48, 26.76406756064085, 93, 'High Risk'),
(148474, 84, 14, '20:46.1', 36.31575096602887, 98.32783169248953, 136, 86, 34, 'Male', 87.31617631507365, 1.6943170596633088, 0.10197037685048432, 50, 30.416227076499233, 102.66666666666666, 'High Risk'),
(148475, 95, 16, '19:46.1', 36.23354304491688, 99.99134333092006, 111, 78, 34, 'Male', 71.81418984, 1.7008326956469704, 0.10577560515790665, 33, 24.824875190903263, 89, 'High Risk'),
(148476, 87, 16, '18:46.1', 36.26259998018172, 98.00420385884618, 131, 83, 74, 'Male', 67.07545509416127, 1.7083868464912753, 0.086930561, 48, 22.98217831863066, 99, 'Low Risk'),
(148477, 74, 12, '17:46.1', 36.50083336, 96.51050176054868, 122, 76, 32, 'Female', 70.82080575245786, 1.740562996871641, 0.12096357463650657, 46, 23.376601342634928, 91.33333333333333, 'Low Risk'),
(148478, 74, 17, '16:46.1', 37.376793900336814, 96.00219152232648, 136, 72, 84, 'Female', 61.14053512657951, 1.5129578502127532, 0.083233251, 64, 26.710103896292075, 93.33333333333333, 'Low Risk'),
(148479, 64, 17, '15:46.1', 36.997533897321226, 98.04586193547891, 138, 88, 66, 'Female', 56.359650343664995, 1.5469655491425804, 0.076375484, 50, 23.550872751055383, 104.66666666666666, 'Low Risk'),
(148480, 99, 12, '14:46.1', 37.03301085598027, 99.24269098455082, 138, 75, 34, 'Female', 95.93901011253686, 1.7808006670857448, 0.14318585706450698, 63, 30.252732953566007, 96, 'High Risk'),
(148481, 94, 19, '13:46.1', 37.38535749, 99.61040869, 130, 77, 52, 'Male', 72.12549721422968, 1.5529421859144537, 0.075631315, 53, 29.90737143670764, 94.66666666666666, 'High Risk'),
(148482, 82, 14, '12:46.1', 37.11801956182026, 98.38379228054285, 115, 72, 75, 'Female', 80.79917323610138, 1.8193715332543414, 0.1027096518948315, 43, 24.40979468178236, 86.33333333333333, 'Low Risk'),
(148483, 85, 16, '11:46.1', 36.43004466234161, 96.66733282574103, 124, 75, 72, 'Male', 80.84207312637227, 1.9401630919663364, 0.059855798, 49, 21.47637431542909, 91.33333333333333, 'Low Risk'),
(148484, 92, 12, '10:46.1', 36.70057750617843, 95.23495415011685, 121, 77, 40, 'Female', 60.05725410354754, 1.8372003553199883, 0.064351727, 44, 17.79313322, 91.66666666666667, 'High Risk'),
(148485, 88, 17, '09:46.1', 36.77182299944571, 99.09370357873775, 132, 79, 59, 'Male', 59.684925569017324, 1.966742765487415, 0.082376313, 53, 15.430128185049254, 96.66666666666666, 'High Risk'),
(148486, 68, 13, '08:46.1', 37.13759944903365, 95.35357002910119, 133, 78, 83, 'Male', 86.46304529788156, 1.512711412692099, 0.051320961498716657, 55, 37.784907272212436, 96.33333333333333, 'High Risk'),
(148487, 91, 17, '07:46.1', 36.576795557744774, 96.59146726802982, 117, 85, 88, 'Female', 79.29768013684344, 1.5029018102573288, 0.14007696798161778, 32, 35.107448467671105, 95.66666666666667, 'High Risk'),
(148488, 65, 15, '06:46.1', 37.21419766904413, 97.17885676968685, 130, 79, 26, 'Male', 98.18808240712917, 1.8204128181521209, 0.12728478486665226, 51, 29.629137451744086, 96, 'Low Risk'),
(148489, 93, 14, '05:46.1', 36.90893191231242, 97.41207814690246, 121, 78, 46, 'Female', 93.74398975, 1.716327771660519, 0.080950006, 43, 31.823135909748334, 92.33333333333333, 'High Risk'),
(148490, 89, 17, '04:46.1', 37.49610266855147, 99.13705403, 137, 83, 22, 'Female', 71.11184366083828, 1.6414961626815272, 0.095429341, 54, 26.39138575935864, 101, 'Low Risk'),
(148491, 90, 13, '03:46.1', 36.72924373960965, 99.71072427754446, 115, 83, 54, 'Male', 78.49707741311603, 1.5811510591260685, 0.067518895, 32, 31.39834527334277, 93.66666666666667, 'High Risk'),
(148492, 75, 13, '02:46.1', 37.01040398, 99.33905513, 126, 77, 19, 'Female', 72.06175300032632, 1.9893723619225674, 0.14531452625983626, 49, 18.208436780469082, 93.33333333333333, 'High Risk'),
(148493, 61, 16, '01:46.1', 36.51402126455413, 98.58180271482414, 139, 71, 71, 'Male', 95.36378188, 1.5581031012631783, 0.084109302, 68, 39.28177300931154, 93.66666666666666, 'High Risk'),
(148494, 68, 13, '00:46.1', 36.045064603306606, 96.18257566, 119, 81, 58, 'Female', 73.53126460053875, 1.683242439, 0.1269312829637191, 38, 25.952469553786095, 93.66666666666667, 'Low Risk'),
(148495, 62, 12, '59:46.1', 36.77300829003732, 98.68184358540395, 111, 74, 24, 'Male', 72.28203706330743, 1.8325411338325073, 0.13760055347450667, 37, 21.523996855640558, 86.33333333333333, 'Low Risk'),
(148496, 87, 17, '58:46.1', 37.23210117626261, 95.02031415852531, 137, 79, 39, 'Female', 57.92501621744119, 1.9091540288905842, 0.075748342, 58, 15.89220752032623, 98.33333333333333, 'High Risk'),
(148497, 62, 13, '57:46.1', 36.650807904127454, 96.08824566099418, 126, 84, 39, 'Male', 54.38594049222031, 1.7818281551592778, 0.099227975, 42, 17.129907153546952, 98, 'High Risk'),
(148498, 88, 13, '56:46.1', 36.111113953038554, 96.12244053752758, 120, 83, 32, 'Male', 72.41479257579297, 1.8577734932935237, 0.059408666, 37, 20.981752842000404, 95.33333333333333, 'Low Risk'),
(148499, 99, 13, '55:46.1', 36.79100987935401, 99.66118257113843, 137, 71, 38, 'Male', 72.76879532809528, 1.6431489791754987, 0.067822942, 66, 26.95201890771908, 93, 'High Risk'),
(148500, 62, 13, '54:46.1', 37.09281387318951, 98.07755770026887, 137, 87, 21, 'Female', 58.37966974403575, 1.596413378, 0.13624099700379522, 50, 22.907142458857276, 103.66666666666666, 'Low Risk'),
(148501, 77, 13, '53:46.1', 36.437385185644125, 96.22044422378208, 113, 76, 36, 'Male', 83.83143208680274, 1.7001319660182859, 0.12956505761650822, 37, 29.00291294993695, 88.33333333333333, 'Low Risk'),
(148502, 85, 16, '52:46.1', 36.57590662812186, 96.75685194176516, 113, 78, 37, 'Male', 61.25472997, 1.6081309515626392, 0.10156773479370666, 35, 23.68627722620726, 89.66666666666667, 'Low Risk'),
(148503, 66, 17, '51:46.1', 36.07597411793476, 99.58539540261805, 138, 88, 79, 'Female', 84.79623772687023, 1.7317930858719053, 0.11182731870195767, 50, 28.27382599659614, 104.66666666666666, 'Low Risk'),
(148504, 68, 14, '50:46.1', 36.88365309, 97.77582558162591, 128, 76, 59, 'Female', 54.82596702881612, 1.5684901822698807, 0.14394001982789079, 52, 22.28551584977731, 93.33333333333333, 'Low Risk'),
(148505, 63, 12, '49:46.1', 37.37165566063692, 95.80010538915575, 113, 81, 43, 'Female', 71.86912004158445, 1.7707350727773166, 0.1359893446255253, 32, 22.92108378291587, 91.66666666666667, 'Low Risk'),
(148506, 97, 19, '48:46.1', 36.74255195701548, 97.27745027973076, 136, 83, 78, 'Female', 54.76361132129857, 1.8429446659395117, 0.11485108081177638, 53, 16.123803167339897, 100.66666666666666, 'High Risk'),
(148507, 68, 13, '47:46.1', 36.31727818, 95.95563224883112, 116, 78, 31, 'Female', 85.64248862456122, 1.8212902701874416, 0.07998479, 38, 25.818496232055647, 90.66666666666667, 'Low Risk'),
(148508, 88, 15, '46:46.1', 37.14391575, 96.40923958484156, 119, 80, 21, 'Female', 84.29150015128533, 1.5181367557725585, 0.099611484, 39, 36.57311847423005, 93, 'High Risk'),
(148509, 79, 14, '45:46.1', 37.051316771245034, 97.95901508681283, 128, 75, 26, 'Female', 76.11221783, 1.777807799708005, 0.092968242, 53, 24.081568067443783, 92.66666666666666, 'Low Risk'),
(148510, 72, 17, '44:46.1', 36.838824791741246, 98.37791600033836, 114, 74, 62, 'Male', 99.04779451228046, 1.943712471136409, 0.064469421, 40, 26.216865574378975, 87.33333333333333, 'Low Risk'),
(148511, 69, 17, '43:46.1', 36.68122823448122, 97.42732653, 123, 78, 85, 'Female', 68.49235530339851, 1.8151695020197693, 0.12231988936204279, 45, 20.78776166042165, 93, 'Low Risk'),
(148512, 98, 14, '42:46.1', 36.61580195038826, 95.64499848789013, 125, 88, 39, 'Male', 80.16239267526765, 1.6398622922715202, 0.12127318396287866, 37, 29.809583783092148, 100.33333333333333, 'High Risk'),
(148513, 60, 13, '41:46.1', 37.45454139449985, 99.29509607534357, 132, 73, 43, 'Male', 86.30864317137996, 1.8473486225601585, 0.074907441, 59, 25.290450590511675, 92.66666666666666, 'Low Risk'),
(148514, 62, 15, '40:46.1', 36.58243573, 98.98960100303844, 130, 77, 37, 'Male', 95.36727108392823, 1.7043164877395418, 0.060624695, 53, 32.83211533375447, 94.66666666666666, 'High Risk'),
(148515, 97, 17, '39:46.1', 37.11457020658319, 98.91612026, 138, 89, 63, 'Female', 71.31397196367584, 1.9750499173692646, 0.11660387289923209, 49, 18.281779774685496, 105.33333333333333, 'High Risk'),
(148516, 92, 16, '38:46.1', 37.43043744207279, 99.12195861634041, 129, 82, 20, 'Male', 80.8721253, 1.5819256294937714, 0.10540174735633029, 47, 32.31667954800528, 97.66666666666667, 'High Risk'),
(148517, 99, 14, '37:46.1', 36.81535652563034, 99.95245600883851, 136, 81, 75, 'Male', 96.03663281308621, 1.6033704196628782, 0.14662681068141087, 55, 37.356758982184004, 99.33333333333333, 'High Risk'),
(148518, 87, 16, '36:46.1', 36.35706381040339, 97.14761907981786, 114, 70, 56, 'Female', 84.83310600650506, 1.7117234010152016, 0.092770271, 44, 28.95330812989589, 84.66666666666667, 'Low Risk'),
(148519, 76, 13, '35:46.1', 36.45868468525925, 99.38117324406475, 133, 78, 81, 'Male', 94.19021598857205, 1.8218042408664923, 0.052903672, 55, 28.37934550446503, 96.33333333333333, 'Low Risk'),
(148520, 70, 13, '34:46.1', 36.05079657681556, 95.89342542, 111, 70, 65, 'Female', 71.41635095592886, 1.7113873011716474, 0.10954275153654333, 41, 24.383780811769768, 83.66666666666667, 'Low Risk'),
(148521, 79, 14, '33:46.1', 36.17519052884265, 95.66525636591425, 133, 89, 36, 'Female', 65.79807440874143, 1.8375805661605262, 0.10080299520359853, 44, 19.48589714, 103.66666666666667, 'Low Risk'),
(148522, 83, 16, '32:46.1', 36.885260642446326, 97.25580582619166, 110, 85, 33, 'Male', 62.47276280049272, 1.9403272719625282, 0.090557891, 25, 16.593604583812525, 93.33333333333333, 'High Risk'),
(148523, 92, 13, '31:46.1', 36.06757120536545, 97.41929909176679, 131, 70, 53, 'Female', 63.41712048489883, 1.5977927079165395, 0.076451458, 61, 24.840804050575542, 90.33333333333333, 'High Risk'),
(148524, 95, 14, '30:46.1', 36.838701634365485, 97.65868460159736, 111, 88, 63, 'Male', 68.09745855221317, 1.7194686560073815, 0.087017652, 23, 23.032568792659962, 95.66666666666667, 'High Risk'),
(148525, 91, 19, '29:46.1', 36.318795357320035, 99.72823322, 115, 76, 38, 'Female', 65.69414630944286, 1.7542425688480772, 0.075236964, 39, 21.34751770434292, 89, 'High Risk'),
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(148702, 61, 12, '32:46.1', 37.164184147298315, 98.07088586923994, 137, 87, 29, 'Female', 94.98155106432878, 1.9982475752806828, 0.075789911, 50, 23.78705452596735, 103.66666666666666, 'Low Risk'),
(148703, 88, 16, '31:46.1', 36.32964750183408, 95.31354318055119, 135, 73, 52, 'Male', 60.05248586082184, 1.8160494902078488, 0.12468531561179143, 62, 18.208561215481687, 93.66666666666666, 'High Risk'),
(148704, 99, 13, '30:46.1', 36.255715058595804, 96.46994960411224, 114, 77, 49, 'Female', 96.37609081444934, 1.6861065985487167, 0.086022114, 37, 33.89996505884498, 89.33333333333333, 'High Risk'),
(148705, 69, 18, '29:46.1', 36.02005779784126, 96.64053512406309, 118, 86, 57, 'Female', 96.02914744159787, 1.5400713700749826, 0.083952553, 32, 40.48753890681778, 96.66666666666667, 'High Risk'),
(148706, 66, 15, '28:46.1', 36.133199638394544, 95.43013868528982, 138, 76, 46, 'Female', 95.86357636528243, 1.624497977, 0.1287400516090441, 62, 36.32580753940664, 96.66666666666666, 'High Risk'),
(148707, 90, 14, '27:46.1', 36.86199489743933, 98.44422574412468, 134, 77, 53, 'Male', 72.11378505109211, 1.5903614162169974, 0.069188839, 57, 28.511930882031546, 96, 'Low Risk'),
(148708, 69, 18, '26:46.1', 37.496882411110604, 95.12980989601866, 122, 82, 38, 'Male', 83.26956582901205, 1.7665060277540094, 0.052457462, 40, 26.684314639132143, 95.33333333333333, 'Low Risk'),
(148709, 93, 14, '25:46.1', 37.49670492562371, 97.45606115, 113, 82, 68, 'Female', 55.26678165290317, 1.8451699289758383, 0.083158853, 31, 16.23272527371687, 92.33333333333333, 'High Risk'),
(148710, 80, 16, '24:46.1', 36.70848948560379, 96.41181754412382, 120, 73, 18, 'Female', 91.23138130861562, 1.7130586614629135, 0.095862641, 47, 31.088500872219953, 88.66666666666667, 'High Risk'),
(148711, 71, 16, '23:46.1', 37.09597077328627, 96.85387446415459, 135, 72, 55, 'Female', 61.484639517128414, 1.905340616, 0.10321984203259796, 63, 16.936410846612787, 93, 'High Risk'),
(148712, 90, 18, '22:46.1', 36.46364878714266, 97.86589318864634, 126, 89, 46, 'Female', 66.60806903, 1.710105263334329, 0.059830231, 37, 22.776194158306243, 101.33333333333333, 'Low Risk'),
(148713, 65, 19, '21:46.1', 37.04969862241989, 95.08013067, 120, 73, 49, 'Female', 68.36772990894292, 1.8223006379077729, 0.070108593, 47, 20.587855213815196, 88.66666666666667, 'Low Risk'),
(148714, 63, 17, '20:46.1', 37.23539427824658, 98.59671602101855, 115, 89, 64, 'Female', 80.84373029670371, 1.823030841285918, 0.058206832, 26, 24.325306028349605, 97.66666666666667, 'Low Risk'),
(148715, 83, 12, '19:46.1', 37.15416369, 97.90059205521051, 123, 79, 42, 'Female', 98.49028866, 1.517122175518853, 0.1260249369987683, 44, 42.790986373477075, 93.66666666666667, 'High Risk'),
(148716, 96, 15, '18:46.1', 36.78076523107494, 99.48455976142533, 122, 77, 33, 'Male', 74.08984329624528, 1.849720727220306, 0.10912354405689131, 45, 21.65440973264625, 92, 'High Risk'),
(148717, 88, 13, '17:46.1', 36.611470370257855, 95.60872781498819, 119, 85, 64, 'Male', 57.86416922837026, 1.913802374, 0.077945933, 34, 15.79848871315547, 96.33333333333333, 'High Risk'),
(148718, 61, 17, '16:46.1', 36.63324955010582, 97.10885360147448, 120, 82, 64, 'Female', 56.04044148448784, 1.5998755524534305, 0.085000059, 38, 21.89420317226115, 94.66666666666667, 'Low Risk'),
(148719, 65, 14, '15:46.1', 36.62768342177202, 99.98057098490594, 119, 84, 80, 'Female', 61.080829143182626, 1.6100252224630172, 0.1428384894761992, 35, 23.563487283751176, 95.66666666666667, 'Low Risk'),
(148720, 87, 12, '14:46.1', 36.167315550145396, 97.96501132983634, 127, 80, 26, 'Female', 56.67106561332031, 1.8449509065021634, 0.14089279929068038, 47, 16.649137902302876, 95.66666666666667, 'High Risk'),
(148721, 62, 13, '13:46.1', 36.99564155291972, 98.12635528, 134, 79, 70, 'Male', 52.24903013865854, 1.671943687, 0.061681689, 55, 18.69110346810512, 97.33333333333333, 'Low Risk'),
(148722, 89, 12, '12:46.1', 36.8217092, 97.74307928704336, 111, 81, 35, 'Male', 57.562165274487455, 1.7585141665132247, 0.071283528, 30, 18.614243014825085, 91, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(148724, 61, 16, '10:46.1', 37.28271311448596, 99.42590032550929, 132, 74, 67, 'Female', 97.21878027, 1.9327315907907745, 0.14939889410850632, 58, 26.025979140747886, 93.33333333333333, 'Low Risk'),
(148725, 84, 14, '09:46.1', 37.06697047378329, 98.66767894201004, 126, 76, 55, 'Female', 66.25631591493939, 1.5748031970608096, 0.13029404095172042, 50, 26.716201374690005, 92.66666666666666, 'Low Risk'),
(148726, 88, 12, '08:46.1', 37.43289985405242, 98.66477581820358, 121, 82, 24, 'Female', 69.80004508044479, 1.8787801460606774, 0.11405152796424568, 39, 19.77442112379604, 95, 'Low Risk'),
(148727, 83, 19, '07:46.1', 37.34943262036996, 99.95356038713614, 116, 87, 28, 'Female', 94.61518948088984, 1.7574749297918588, 0.063701974, 29, 30.632510165701724, 96.66666666666667, 'High Risk'),
(148728, 95, 17, '06:46.1', 36.98809861608077, 97.11120377178841, 136, 78, 21, 'Female', 72.98483198, 1.658279431143509, 0.075512565, 58, 26.540994057591302, 97.33333333333333, 'High Risk'),
(148729, 72, 15, '05:46.1', 36.321845047324864, 95.43198855521595, 127, 72, 83, 'Female', 56.52464392430039, 1.646534815, 0.11025776935173186, 55, 20.849517034843576, 90.33333333333333, 'Low Risk'),
(148730, 75, 17, '04:46.1', 37.297120492877845, 96.52238814004096, 126, 82, 35, 'Male', 88.06357033059413, 1.5703280191940068, 0.061999001416771976, 44, 35.71211153, 96.66666666666667, 'High Risk'),
(148731, 77, 18, '03:46.1', 37.49220364048228, 96.63674574760488, 139, 73, 19, 'Male', 77.32772076116606, 1.5117673718444546, 0.052223391001150005, 66, 33.83492934, 95, 'High Risk'),
(148732, 77, 14, '02:46.1', 37.40026808003866, 97.00973535484077, 112, 70, 55, 'Male', 86.09035376086486, 1.9940812314734147, 0.094601166, 42, 21.650543380470648, 84, 'Low Risk'),
(148733, 77, 19, '01:46.1', 36.094636111988464, 98.82899980263534, 139, 78, 29, 'Male', 75.55667673876938, 1.7092003, 0.097755766, 61, 25.863478044788625, 98.33333333333333, 'Low Risk'),
(148734, 88, 14, '00:46.1', 36.58470019085011, 96.48433258452081, 115, 85, 87, 'Female', 72.57242984988133, 1.6593659989467118, 0.08983607, 30, 26.356472840914325, 95, 'Low Risk'),
(148735, 70, 12, '59:46.1', 36.99617144881708, 99.02464315948731, 119, 73, 19, 'Female', 54.94826799574694, 1.6316190430123345, 0.1451780029347801, 46, 20.640322411008242, 88.33333333333333, 'Low Risk'),
(148736, 74, 19, '58:46.1', 37.06159484504648, 95.55765122847853, 110, 76, 52, 'Female', 73.90297071780792, 1.6521652828121722, 0.1403123511143179, 34, 27.074155082913837, 87.33333333333333, 'Low Risk'),
(148737, 69, 13, '57:46.1', 36.23317076348306, 97.70037133950066, 115, 86, 19, 'Female', 56.99387442611632, 1.8567378483901693, 0.10864556015650627, 29, 16.53206105655583, 95.66666666666667, 'High Risk'),
(148738, 76, 14, '56:46.1', 36.626116937459436, 95.58611472752054, 125, 75, 80, 'Male', 80.94579693275544, 1.971006842689211, 0.070247049, 50, 20.83617705312064, 91.66666666666666, 'Low Risk'),
(148739, 66, 19, '55:46.1', 36.87897256386453, 96.21329981, 132, 79, 42, 'Male', 89.99495512663262, 1.5036680320120304, 0.096006398, 53, 39.802855624421355, 96.66666666666666, 'High Risk'),
(148740, 89, 15, '54:46.1', 36.11433369844147, 95.94592162240528, 118, 81, 32, 'Female', 62.553375443379764, 1.668008076547296, 0.1128727205128548, 37, 22.483009877725213, 93.33333333333333, 'Low Risk'),
(148741, 77, 15, '53:46.1', 36.63985873137859, 95.70366002959798, 128, 75, 88, 'Female', 90.80516678831968, 1.712222428100165, 0.13880042946719132, 53, 30.973493875886156, 92.66666666666666, 'High Risk'),
(148742, 75, 14, '52:46.1', 37.25220802055002, 96.46709062620764, 114, 77, 43, 'Female', 86.85582755768871, 1.8613657317308172, 0.10862529615190067, 37, 25.068914794909208, 89.33333333333333, 'Low Risk'),
(148743, 65, 16, '51:46.1', 37.15783048127997, 98.75606630607905, 114, 70, 80, 'Female', 67.50396735814375, 1.5289368259034288, 0.129966697, 44, 28.876876512280965, 84.66666666666667, 'Low Risk'),
(148744, 84, 14, '50:46.1', 37.38069454124961, 97.44313825959762, 126, 79, 54, 'Female', 77.89820145886351, 1.7147249399984354, 0.098394577, 47, 26.493449108037357, 94.66666666666667, 'Low Risk'),
(148745, 61, 17, '49:46.1', 36.43491256517672, 97.33314117795928, 131, 79, 68, 'Female', 52.28414670998366, 1.868947509533753, 0.12843155867912814, 52, 14.968415029229234, 96.33333333333333, 'High Risk'),
(148746, 77, 16, '48:46.1', 36.55674328974276, 98.73816181, 125, 84, 42, 'Female', 58.072113870981575, 1.7567350426067707, 0.05717974, 41, 18.81720455415695, 97.66666666666667, 'Low Risk'),
(148747, 87, 14, '47:46.1', 37.499324465143104, 95.48919778555528, 125, 78, 76, 'Male', 74.91877480945556, 1.6174579678740384, 0.077986763, 47, 28.636811389560464, 93.66666666666667, 'Low Risk'),
(148748, 79, 14, '46:46.1', 36.07329083714284, 97.83026821753765, 130, 74, 56, 'Male', 98.49201176421565, 1.8968102782624172, 0.051763608000227126, 56, 27.374942756944577, 92.66666666666666, 'Low Risk'),
(148749, 60, 12, '45:46.1', 37.25443861867721, 97.69621841433913, 129, 78, 67, 'Male', 91.27805368040165, 1.5364372318726187, 0.093222488, 51, 38.666665877758234, 95, 'High Risk'),
(148750, 70, 15, '44:46.1', 37.37623951355377, 98.17137630303063, 124, 81, 79, 'Female', 65.12603134978133, 1.6154956499560797, 0.072664766, 43, 24.954164179161804, 95.33333333333333, 'Low Risk'),
(148751, 96, 15, '43:46.1', 37.29012467209935, 99.42130907, 126, 76, 81, 'Male', 94.69073570777962, 1.963416864736565, 0.11042684446958609, 50, 24.563059304037704, 92.66666666666666, 'High Risk'),
(148752, 66, 16, '42:46.1', 36.262688530709866, 97.23023583184988, 125, 85, 69, 'Male', 73.26356106478599, 1.5584654624502279, 0.14943132074134818, 40, 30.164328366465703, 98.33333333333333, 'High Risk'),
(148753, 65, 13, '41:46.1', 37.34518715787215, 96.40882993763184, 131, 81, 73, 'Female', 78.52456604315891, 1.9184739268541597, 0.061504245, 50, 21.335053805949684, 97.66666666666666, 'Low Risk'),
(148754, 91, 17, '40:46.1', 36.47366462442732, 99.61560304298139, 129, 87, 68, 'Male', 85.98148876, 1.7528742071062342, 0.09295628, 42, 27.98359195048556, 101, 'High Risk'),
(148755, 97, 13, '39:46.1', 37.01390078, 96.85567534194121, 136, 89, 50, 'Female', 83.72597297, 1.959472537308701, 0.11994565523885779, 47, 21.806292889205643, 104.66666666666667, 'High Risk'),
(148756, 86, 15, '38:46.1', 37.09013141371335, 97.07041234852765, 120, 84, 74, 'Female', 55.51992199953622, 1.553143464727867, 0.067081723, 36, 23.01578013, 96, 'Low Risk'),
(148757, 76, 17, '37:46.1', 37.28216314514515, 98.84977342929987, 122, 84, 82, 'Male', 61.38070309258057, 1.6636336654089239, 0.095369402, 38, 22.177697649845857, 96.66666666666667, 'Low Risk'),
(148758, 88, 13, '36:46.1', 37.24313522768093, 98.77137163474491, 139, 88, 76, 'Male', 69.23847288020671, 1.6848696061574886, 0.057149291219937004, 51, 24.390173435473862, 105, 'Low Risk'),
(148759, 92, 12, '35:46.1', 36.516850848562456, 97.13861569956208, 139, 89, 74, 'Female', 55.78652379, 1.654971962528808, 0.065917268, 50, 20.367982767835468, 105.66666666666666, 'High Risk'),
(148760, 82, 14, '34:46.1', 36.41808144518898, 95.09216785183428, 116, 76, 48, 'Male', 82.05743829, 1.6659432207633262, 0.12494112821510035, 40, 29.566339792283053, 89.33333333333333, 'Low Risk'),
(148761, 76, 15, '33:46.1', 37.327354271089554, 99.58640037904406, 113, 70, 80, 'Female', 57.054253943094494, 1.6861404133579934, 0.05766108, 43, 20.067836566200768, 84.33333333333333, 'Low Risk'),
(148762, 88, 19, '32:46.1', 36.81423053096317, 98.90177655614066, 132, 73, 23, 'Female', 72.37426465005562, 1.7801783102830424, 0.14865009250322048, 59, 22.837951882214497, 92.66666666666666, 'Low Risk'),
(148763, 77, 13, '31:46.1', 36.920055686506835, 99.23849182097808, 117, 71, 22, 'Male', 86.52287418114163, 1.558221630363516, 0.1269829994571881, 46, 35.634648587880605, 86.33333333333333, 'High Risk'),
(148764, 80, 17, '30:46.1', 37.238882338857294, 97.48748195734386, 139, 88, 43, 'Male', 96.64134227681608, 1.9345569168406231, 0.079458213, 51, 25.82259774384714, 105, 'Low Risk'),
(148765, 99, 17, '29:46.1', 37.287060849089954, 96.38110402151017, 128, 84, 38, 'Female', 81.25363042877937, 1.5518213339059541, 0.086755145, 44, 33.74110786561007, 98.66666666666667, 'High Risk'),
(148766, 71, 18, '28:46.1', 36.87657885120774, 96.26256506706392, 116, 85, 24, 'Male', 84.53675111112106, 1.526075234820222, 0.14503029279268392, 31, 36.29891666734295, 95.33333333333333, 'High Risk'),
(148767, 89, 15, '27:46.1', 36.163455686312155, 99.07241245, 134, 73, 85, 'Male', 95.86721495414645, 1.726776006611104, 0.067283812, 61, 32.15126756989359, 93.33333333333333, 'High Risk'),
(148768, 70, 16, '26:46.1', 36.87176489299187, 97.67662696413873, 131, 70, 39, 'Male', 69.04012716019692, 1.5327058839062695, 0.051211477, 61, 29.388940753936577, 90.33333333333333, 'Low Risk'),
(148769, 75, 18, '25:46.1', 37.47364523197216, 95.45900798472836, 115, 85, 39, 'Female', 99.90356885508243, 1.5860079485239635, 0.12942922966187126, 30, 39.71643728988968, 95, 'High Risk'),
(148770, 97, 16, '24:46.1', 37.044517030141684, 95.51271212440771, 124, 85, 21, 'Female', 61.747559107033744, 1.750207333457782, 0.1102146338364009, 39, 20.157691581020213, 98, 'High Risk'),
(148771, 78, 16, '23:46.1', 36.34528344192732, 96.15729640134866, 130, 81, 43, 'Male', 82.71411377393957, 1.8478294143379272, 0.10060930952532582, 49, 24.22455839710857, 97.33333333333333, 'Low Risk'),
(148772, 73, 17, '22:46.1', 36.674506436475525, 99.3521022, 136, 70, 40, 'Female', 86.59492850323974, 1.8665668159882187, 0.1378849208333346, 66, 24.854519795447676, 92, 'Low Risk'),
(148773, 82, 15, '21:46.1', 36.18068015504817, 97.04065791370694, 124, 87, 75, 'Female', 94.78725700535095, 1.6965417995475938, 0.050871433635167544, 37, 32.932206278323726, 99.33333333333333, 'High Risk'),
(148774, 82, 19, '20:46.1', 36.77543297392704, 98.39122636291404, 121, 88, 68, 'Male', 54.158533020104386, 1.8518072116888769, 0.074828427, 33, 15.793389640531629, 99, 'High Risk'),
(148775, 72, 14, '19:46.1', 36.36985784686689, 99.45328075976195, 131, 75, 76, 'Female', 78.57697490964102, 1.7832849189036104, 0.1283345558540061, 56, 24.70892388446331, 93.66666666666666, 'Low Risk'),
(148776, 73, 16, '18:46.1', 37.02456368767983, 96.98328050267713, 137, 84, 77, 'Male', 54.76373500178832, 1.936823446143662, 0.14929296990573304, 53, 14.59865995345764, 101.66666666666666, 'High Risk'),
(148777, 87, 19, '17:46.1', 36.435797925836155, 98.08838802, 138, 73, 58, 'Male', 92.97019605041679, 1.8803819569520368, 0.066725046, 65, 26.293693501713562, 94.66666666666666, 'Low Risk'),
(148778, 64, 19, '16:46.1', 36.546671919955074, 99.76466561085452, 122, 78, 53, 'Female', 67.32792242971517, 1.5428761551976422, 0.1491635366729197, 44, 28.283495309979877, 92.66666666666667, 'Low Risk'),
(148779, 64, 15, '15:46.1', 37.255279688538344, 99.39171226, 131, 76, 31, 'Female', 93.86253292117095, 1.7947589544095686, 0.073091608, 55, 29.139360209922724, 94.33333333333333, 'Low Risk'),
(148780, 63, 19, '14:46.1', 36.67662127564185, 98.36869664351646, 115, 73, 68, 'Male', 87.78950850300919, 1.8526558188511024, 0.092782967, 42, 25.577207569415624, 87, 'Low Risk'),
(148781, 90, 18, '13:46.1', 36.41324385698829, 99.41156327, 131, 72, 27, 'Male', 87.86458631362137, 1.7841834345970191, 0.084996767, 59, 27.601638461833854, 91.66666666666666, 'Low Risk'),
(148782, 88, 13, '12:46.1', 36.84050191902691, 98.19705693458472, 131, 77, 85, 'Female', 72.40167680486736, 1.5343445989370124, 0.1264508481654305, 54, 30.754084738132818, 95, 'High Risk'),
(148783, 76, 12, '11:46.1', 36.05034897, 98.90175708089086, 135, 86, 51, 'Male', 94.49933404372493, 1.9629013743588997, 0.1405121520548397, 49, 24.526286085703806, 102.33333333333333, 'Low Risk'),
(148784, 94, 13, '10:46.1', 37.00784392323193, 98.21367290949281, 115, 81, 50, 'Male', 84.45807847831361, 1.5267863556747359, 0.053208343, 34, 36.23136166027828, 92.33333333333333, 'High Risk'),
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(148959, 73, 19, '15:46.1', 36.609259036447845, 99.09439685323643, 119, 73, 76, 'Female', 58.83370878156995, 1.5782376638199198, 0.11531186682647282, 46, 23.620083018176004, 88.33333333333333, 'Low Risk'),
(148960, 86, 16, '14:46.1', 36.99703734384412, 97.44149115356858, 128, 88, 29, 'Male', 82.71460684177936, 1.5619679259774981, 0.071401547, 40, 33.90298882257599, 101.33333333333333, 'High Risk'),
(148961, 95, 15, '13:46.1', 36.593999692817505, 98.95085015307413, 115, 70, 49, 'Female', 57.130757078564194, 1.672724836826065, 0.070278264, 45, 20.418365253065982, 85, 'High Risk'),
(148962, 90, 17, '12:46.1', 37.340287013755855, 99.45861595246105, 117, 79, 31, 'Female', 51.31403477, 1.7516732469587346, 0.11451500473176542, 38, 16.723607642844943, 91.66666666666667, 'High Risk'),
(148963, 96, 15, '11:46.1', 36.62006699636163, 96.96888581821881, 114, 83, 74, 'Male', 77.58223363342685, 1.8999670158136988, 0.066633784, 31, 21.491669632669858, 93.33333333333333, 'High Risk'),
(148964, 85, 15, '10:46.1', 36.185790950289004, 98.93517752492234, 115, 85, 33, 'Male', 80.63084160898828, 1.7180988535574055, 0.11467341742730794, 30, 27.315232208108142, 95, 'Low Risk'),
(148965, 81, 17, '09:46.1', 37.049596447283825, 97.47707645300504, 137, 73, 84, 'Male', 66.57506084590656, 1.5480091712846582, 0.085597866, 64, 27.78206437554426, 94.33333333333333, 'Low Risk'),
(148966, 72, 17, '08:46.1', 36.48452717445291, 98.26906483481068, 135, 83, 71, 'Female', 73.06939286, 1.6782473680437728, 0.11298531890153463, 52, 25.943200331115005, 100.33333333333333, 'Low Risk'),
(148967, 73, 12, '07:46.1', 36.73680336, 99.66034776078845, 139, 80, 40, 'Female', 58.77671274772345, 1.8318937578652952, 0.062034483, 59, 17.51478165634277, 99.66666666666666, 'High Risk'),
(148968, 96, 17, '06:46.1', 37.36491513652371, 97.99652704610173, 121, 89, 87, 'Female', 59.91078677918143, 1.5929393647016041, 0.090915976, 32, 23.61057336093799, 99.66666666666667, 'High Risk'),
(148969, 64, 15, '05:46.1', 37.16681721608031, 98.22353794, 125, 80, 39, 'Male', 88.78803969112673, 1.8729498623358793, 0.11891473591514731, 45, 25.310583890237172, 95, 'Low Risk'),
(148970, 85, 13, '04:46.1', 36.90271791175976, 99.52789935699386, 126, 79, 79, 'Male', 59.96356399277195, 1.8298143425873206, 0.1424877130763873, 47, 17.909084388336883, 94.66666666666667, 'High Risk'),
(148971, 81, 14, '03:46.1', 36.82398580736699, 96.22926968873479, 116, 84, 84, 'Female', 63.63385834249925, 1.6132236155525088, 0.083824477, 32, 24.451140152766747, 94.66666666666667, 'Low Risk'),
(148972, 62, 16, '02:46.1', 37.10991063433891, 97.39705679054958, 137, 89, 54, 'Female', 96.87611096560126, 1.6213273205510261, 0.099592298, 48, 36.85320764, 105, 'High Risk'),
(148973, 62, 19, '01:46.1', 37.06840579, 99.88276386375796, 121, 86, 44, 'Male', 56.05754827397798, 1.5137144347986418, 0.087279999, 35, 24.465054909013705, 97.66666666666667, 'Low Risk'),
(148974, 77, 16, '00:46.1', 36.05283419418899, 99.53920695426159, 112, 74, 84, 'Female', 94.88085254491408, 1.567535338421897, 0.083605398, 38, 38.61392046548737, 86.66666666666667, 'High Risk'),
(148975, 99, 13, '59:46.1', 36.46877954512058, 96.91607955288839, 114, 79, 41, 'Male', 93.91557559642806, 1.9258116918875068, 0.070640309, 35, 25.32269863541948, 90.66666666666667, 'High Risk'),
(148976, 93, 13, '58:46.1', 36.31321687987379, 95.56214409775977, 139, 71, 87, 'Male', 57.59902744109772, 1.8273668130909437, 0.12051281671162302, 68, 17.248990524935436, 93.66666666666666, 'High Risk'),
(148977, 90, 16, '57:46.1', 36.497990004046855, 96.74716405807605, 125, 77, 24, 'Male', 63.56892170295295, 1.7371363430973843, 0.089725176, 48, 21.065755147196267, 93, 'Low Risk'),
(148978, 78, 15, '56:46.1', 36.632793908365784, 98.56101048594697, 127, 81, 81, 'Female', 94.77275516426397, 1.6645754758513656, 0.059789710132864264, 46, 34.203970446147935, 96.33333333333333, 'High Risk'),
(148979, 78, 18, '55:46.1', 36.05368891, 95.05536523371997, 123, 73, 23, 'Female', 50.388011, 1.5192972713029245, 0.11922829140587239, 50, 21.829395020145885, 89.66666666666666, 'Low Risk'),
(148980, 65, 17, '54:46.1', 37.38123705895163, 97.31274676737745, 121, 78, 82, 'Female', 86.91623505722471, 1.5736304233705973, 0.054136213, 43, 35.09905462617238, 92.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(148982, 83, 12, '52:46.1', 36.64580097590783, 96.78370236764938, 136, 80, 41, 'Male', 63.98556137182944, 1.761864480081857, 0.081313767, 56, 20.61279975843167, 98.66666666666666, 'Low Risk'),
(148983, 88, 15, '51:46.1', 36.59553280641277, 95.74943114897063, 129, 82, 81, 'Female', 53.360260912753354, 1.5364273610772898, 0.11585873231732172, 47, 22.604446607634458, 97.66666666666667, 'Low Risk'),
(148984, 79, 12, '50:46.1', 36.335128857939154, 97.68919338119554, 110, 83, 79, 'Male', 93.96432686466571, 1.8453919809248993, 0.1357846067791158, 27, 27.592163117245992, 92, 'Low Risk'),
(148985, 92, 16, '49:46.1', 36.20551692556208, 98.23770134469268, 121, 86, 44, 'Female', 86.50296313310702, 1.8780091068079887, 0.12711086084679601, 35, 24.526501069475092, 97.66666666666667, 'High Risk'),
(148986, 99, 18, '48:46.1', 37.289282945378844, 97.69713596585406, 115, 79, 84, 'Female', 96.40537772333951, 1.992972199393305, 0.090721875, 36, 24.271620848836434, 91, 'High Risk'),
(148987, 67, 16, '47:46.1', 36.06416853353682, 95.05147931172584, 133, 81, 76, 'Female', 74.96304759217736, 1.7873822264758896, 0.14899376898167552, 52, 23.464557262913747, 98.33333333333333, 'Low Risk'),
(148988, 77, 18, '46:46.1', 36.77066574155084, 98.98062785623416, 138, 73, 78, 'Male', 86.99399190807705, 1.928645235337338, 0.13602439001993089, 65, 23.387541032901254, 94.66666666666666, 'Low Risk'),
(148989, 93, 18, '45:46.1', 36.70609538, 95.44074647559702, 134, 84, 48, 'Female', 60.91528633320977, 1.8143124018928383, 0.09604606, 50, 18.505556573681446, 100.66666666666666, 'High Risk'),
(148990, 93, 12, '44:46.1', 36.92813019172459, 97.46232311449576, 125, 73, 83, 'Male', 95.97359242855165, 1.5891721153877767, 0.10162328841872093, 52, 38.00229975597908, 90.33333333333333, 'High Risk'),
(148991, 99, 12, '43:46.1', 37.480116808197494, 95.76272697347571, 128, 88, 58, 'Female', 78.64578246745778, 1.7831145001955362, 0.088211064, 40, 24.73528817048417, 101.33333333333333, 'High Risk'),
(148992, 67, 12, '42:46.1', 37.073003782770215, 97.36454994768982, 118, 78, 23, 'Female', 70.18561811827655, 1.674183260916372, 0.067029376, 40, 25.040450519464205, 91.33333333333333, 'Low Risk'),
(148993, 84, 15, '41:46.1', 37.10968028518669, 95.51153073229028, 121, 72, 54, 'Female', 71.76451709, 1.8044660865494566, 0.13545146767441762, 49, 22.040036949768787, 88.33333333333333, 'Low Risk'),
(148994, 92, 19, '40:46.1', 36.371558870803725, 97.06168966, 120, 75, 55, 'Female', 88.1304948, 1.9499290937489973, 0.10988208806497243, 45, 23.178673080164277, 90, 'High Risk'),
(148995, 93, 16, '39:46.1', 36.891254813792685, 95.81336924197915, 111, 86, 85, 'Female', 84.95473732211809, 1.6187583290736671, 0.10715288739395089, 25, 32.42078822433749, 94.33333333333333, 'High Risk'),
(148996, 72, 13, '38:46.1', 36.42888644251553, 96.08652089440763, 136, 83, 22, 'Male', 68.99382655599696, 1.5451165391747306, 0.1401741930027795, 53, 28.899328385967422, 100.66666666666666, 'Low Risk'),
(148997, 62, 17, '37:46.1', 36.87825932239066, 96.99747598774458, 118, 70, 56, 'Female', 99.49280661, 1.8877964673202041, 0.12350932976412682, 48, 27.917809793613788, 86, 'Low Risk'),
(148998, 74, 13, '36:46.1', 37.16523513893488, 99.29558834, 138, 84, 44, 'Female', 91.53846077226342, 1.7887448679858196, 0.12157723057947216, 54, 28.60927181450329, 102, 'Low Risk'),
(148999, 67, 12, '35:46.1', 36.30689035613503, 95.87382813219408, 123, 78, 44, 'Female', 97.89652768603582, 1.895887032695605, 0.094470505, 45, 27.23594043568158, 93, 'Low Risk'),
(149000, 71, 19, '34:46.1', 36.89186227408786, 96.95346776398452, 112, 88, 34, 'Female', 74.61619401096095, 1.5423654939583464, 0.11506433299141199, 24, 31.365953324223856, 96, 'High Risk'),
(149001, 79, 15, '33:46.1', 37.389312563982685, 98.64986027, 115, 88, 82, 'Female', 74.21872005002808, 1.5217539156708844, 0.095618924, 27, 32.04974692506725, 97, 'High Risk'),
(149002, 73, 18, '32:46.1', 36.20372649340156, 97.41412166951251, 120, 77, 25, 'Female', 52.169262214987086, 1.6433273162343849, 0.053038687, 43, 19.31819502621826, 91.33333333333333, 'Low Risk'),
(149003, 98, 13, '31:46.1', 36.01577592693994, 96.87251574, 113, 70, 62, 'Male', 69.95419816490451, 1.5266827012233686, 0.088780605, 43, 30.01347030904866, 84.33333333333333, 'High Risk'),
(149004, 96, 14, '30:46.1', 36.11824604335293, 95.07010494397537, 128, 73, 27, 'Male', 93.49248382744143, 1.7564430950092689, 0.12394525688931572, 55, 30.30459815845898, 91.33333333333333, 'High Risk'),
(149005, 84, 14, '29:46.1', 36.50604627465293, 99.54590581800815, 138, 71, 51, 'Male', 79.36134887452678, 1.8814876028814447, 0.077360005, 67, 22.418488000122792, 93.33333333333333, 'Low Risk'),
(149006, 79, 17, '28:46.1', 36.79871305478471, 97.84859428, 123, 80, 61, 'Male', 60.33810234196532, 1.6246736918151332, 0.1321457476389444, 43, 22.859111775669135, 94.33333333333333, 'Low Risk'),
(149007, 87, 15, '27:46.1', 36.207180309862224, 99.02919060285605, 113, 74, 19, 'Male', 92.33181553596212, 1.9081106708190005, 0.1406586874791439, 39, 25.359708355101468, 87, 'Low Risk'),
(149008, 92, 12, '26:46.1', 37.02044693330079, 97.15180064, 118, 78, 48, 'Female', 66.08495227146682, 1.7829772929445582, 0.1467330865633838, 40, 20.787916138289727, 91.33333333333333, 'High Risk'),
(149009, 87, 17, '25:46.1', 36.787514585296314, 97.14551186035175, 126, 84, 42, 'Male', 96.16982792484347, 1.8650200385893627, 0.075169806, 42, 27.64851651481093, 98, 'Low Risk'),
(149010, 65, 12, '24:46.1', 36.86959468755659, 96.02163237029066, 117, 79, 74, 'Male', 57.62894283660747, 1.5178959843653261, 0.12305684384592731, 38, 25.01247276487841, 91.66666666666667, 'Low Risk'),
(149011, 86, 16, '23:46.1', 36.58580067936994, 96.38356899898403, 123, 75, 47, 'Male', 50.49180016342154, 1.9852327584300606, 0.070602424, 48, 12.811441236141432, 91, 'High Risk'),
(149012, 82, 15, '22:46.1', 36.83100968346043, 96.84691332333425, 117, 85, 30, 'Male', 66.30121684694139, 1.9028030445023612, 0.1316860507125654, 32, 18.311917538491777, 95.66666666666667, 'High Risk'),
(149013, 64, 14, '21:46.1', 36.255375575542026, 95.99214208789748, 110, 77, 54, 'Male', 57.54642411568837, 1.7980058903148202, 0.14489403636244524, 33, 17.800660686231865, 88, 'High Risk'),
(149014, 90, 13, '20:46.1', 36.020770548587656, 98.87724213003226, 117, 82, 28, 'Male', 65.46793628202578, 1.9530400241018424, 0.11976392235917095, 35, 17.163520145419113, 93.66666666666667, 'High Risk'),
(149015, 72, 12, '19:46.1', 36.267764751767686, 99.71171997230964, 125, 73, 41, 'Male', 85.36334269941608, 1.5905074810854838, 0.075248927, 52, 33.74426559694605, 90.33333333333333, 'High Risk'),
(149016, 68, 14, '18:46.1', 36.18277134174201, 99.9137736, 120, 78, 28, 'Male', 86.58942346166688, 1.7417695260416615, 0.1457224068211172, 42, 28.54193891, 92, 'Low Risk'),
(149017, 64, 12, '17:46.1', 36.76294713057299, 97.23930572489199, 129, 74, 19, 'Female', 92.81305834449135, 1.785700239151858, 0.061740089, 55, 29.106633004945586, 92.33333333333333, 'Low Risk'),
(149018, 79, 19, '16:46.1', 37.444011610641056, 99.09330766027517, 129, 85, 40, 'Female', 93.85384203432218, 1.901145842966394, 0.055627676, 44, 25.96696468095622, 99.66666666666667, 'Low Risk'),
(149019, 74, 19, '15:46.1', 36.89412935089236, 98.94957822077245, 129, 87, 53, 'Female', 61.762545838281596, 1.8796802351271458, 0.096181408, 42, 17.48063640175569, 101, 'High Risk'),
(149020, 98, 12, '14:46.1', 36.04153861165691, 96.14584428, 126, 78, 85, 'Female', 71.52357976912417, 1.6840919256871558, 0.091511918, 48, 25.21840734966734, 94, 'High Risk'),
(149021, 98, 18, '13:46.1', 36.59687445123617, 96.76194464005845, 111, 77, 57, 'Male', 68.66403177771811, 1.764306005012394, 0.13039680523830988, 34, 22.058779318353082, 88.33333333333333, 'High Risk'),
(149022, 62, 14, '12:46.1', 36.82335486848991, 96.8283403, 125, 74, 39, 'Male', 76.60124348853257, 1.732130801740162, 0.12333728386686224, 51, 25.53138945815659, 91, 'Low Risk'),
(149023, 95, 14, '11:46.1', 36.01284700320785, 95.70289920140581, 123, 76, 25, 'Male', 56.935664199090276, 1.7821410964724183, 0.12561334182603218, 47, 17.926694644476978, 91.66666666666667, 'High Risk'),
(149024, 71, 19, '10:46.1', 36.878318525875144, 97.15138962890126, 126, 86, 37, 'Female', 87.89999006573478, 1.8999680181418848, 0.11688816927920982, 40, 24.34984745252658, 99.33333333333333, 'Low Risk'),
(149025, 78, 13, '09:46.1', 36.09794513411336, 99.75843323, 128, 72, 60, 'Female', 56.12784415190076, 1.714337781494656, 0.14762934985930723, 56, 19.097897958564673, 90.66666666666666, 'Low Risk'),
(149026, 67, 12, '08:46.1', 37.25834250633051, 97.19599011700504, 117, 82, 48, 'Male', 69.16471887835925, 1.7641922479832433, 0.098242383, 35, 22.22249398103953, 93.66666666666667, 'Low Risk'),
(149027, 81, 13, '07:46.1', 36.51812480225981, 96.88252926, 130, 83, 65, 'Male', 78.62295196554068, 1.9576975269926136, 0.12068219345998017, 47, 20.514368916951113, 98.66666666666667, 'Low Risk'),
(149028, 61, 19, '06:46.1', 36.08329540346961, 96.87524851194642, 122, 89, 27, 'Male', 70.23955772359328, 1.658389566450926, 0.14009665140499053, 33, 25.539280305363146, 100, 'Low Risk'),
(149029, 74, 18, '05:46.1', 36.05882339119533, 96.07282103640536, 115, 81, 41, 'Female', 59.355364674951346, 1.993484076095811, 0.12409883018738457, 34, 14.936004502032931, 92.33333333333333, 'High Risk'),
(149030, 85, 14, '04:46.1', 36.80323888660367, 95.14177746370594, 114, 88, 52, 'Male', 68.36561880032397, 1.9235009611702651, 0.14654189522767863, 26, 18.477913672354514, 96.66666666666667, 'High Risk'),
(149031, 67, 15, '03:46.1', 36.283511385166314, 95.01111801595621, 136, 88, 86, 'Female', 67.58822667495511, 1.924571364487766, 0.086142279, 48, 18.247484884328774, 104, 'High Risk'),
(149032, 72, 16, '02:46.1', 37.196913457513524, 96.22721689110065, 131, 84, 72, 'Male', 92.93390550312574, 1.566537950222159, 0.081164702, 47, 37.86974212823675, 99.66666666666667, 'High Risk'),
(149033, 97, 16, '01:46.1', 36.479924564453306, 97.25001615200296, 129, 75, 75, 'Female', 53.12031005763112, 1.7173933803997228, 0.11880367735309445, 54, 18.010303529707183, 93, 'High Risk'),
(149034, 83, 14, '00:46.1', 36.94118659452432, 97.28264245749452, 114, 84, 25, 'Female', 70.44411417117863, 1.5930678395212914, 0.13945254515949435, 30, 27.757233047702993, 94, 'Low Risk'),
(149035, 79, 15, '59:46.1', 36.40237444064234, 96.52112876738978, 132, 76, 44, 'Female', 77.37705556396712, 1.643963310576348, 0.065950458, 56, 28.630435733653147, 94.66666666666666, 'Low Risk'),
(149036, 62, 15, '58:46.1', 37.26208913560733, 99.76973738326437, 125, 75, 39, 'Female', 85.59042994, 1.8797571989366282, 0.1430597075093747, 50, 24.22265226063297, 91.66666666666666, 'Low Risk'),
(149037, 78, 17, '57:46.1', 37.38456709086587, 97.741024, 131, 81, 88, 'Female', 67.96262245396939, 1.9738833999918282, 0.053213563, 50, 17.443239310208806, 97.66666666666666, 'High Risk'),
(149038, 86, 16, '56:46.1', 36.61964840782005, 98.84532761976573, 133, 84, 77, 'Male', 50.40564854472936, 1.9807937385702719, 0.13881268557058105, 49, 12.846969644681689, 100.33333333333333, 'High Risk'),
(149039, 88, 12, '55:46.1', 37.46422693590057, 96.23737462268649, 120, 70, 19, 'Male', 75.28962809599516, 1.7651926903817456, 0.11420419351657002, 50, 24.16300318, 86.66666666666666, 'Low Risk'),
(149040, 95, 14, '54:46.1', 37.259251145467665, 95.69269460490666, 132, 78, 84, 'Male', 67.66615963, 1.670879278764064, 0.060846473013815884, 54, 24.237140617775594, 96, 'High Risk'),
(149041, 65, 17, '53:46.1', 37.46224403148304, 96.47154907773937, 127, 70, 34, 'Female', 96.86726945, 1.677819858536452, 0.12754805721583384, 57, 34.41013662825264, 89, 'High Risk'),
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(149218, 70, 15, '56:46.1', 36.719445221325834, 99.54031357392608, 126, 89, 45, 'Female', 87.96970693, 1.7874267799255774, 0.14332662792994358, 37, 27.534463846309816, 101.33333333333333, 'Low Risk'),
(149219, 98, 13, '55:46.1', 37.20866203797945, 95.91871295243597, 112, 74, 72, 'Male', 82.50957702, 1.9237979197550485, 0.14063864337108434, 38, 22.29386973551224, 86.66666666666667, 'High Risk'),
(149220, 69, 16, '54:46.1', 37.191284206279136, 97.25832329737496, 137, 85, 38, 'Male', 85.62062361806619, 1.6790286357455975, 0.097689751, 52, 30.37121600304934, 102.33333333333333, 'High Risk'),
(149221, 84, 19, '53:46.1', 36.140068863015316, 95.72071105057417, 127, 81, 83, 'Male', 91.28689646659066, 1.8630959374661915, 0.1048594447787676, 46, 26.298925492234634, 96.33333333333333, 'Low Risk'),
(149222, 80, 14, '52:46.1', 37.116557150305795, 96.01268142204312, 127, 78, 64, 'Male', 69.34302129202848, 1.8444999276033585, 0.095036706, 49, 20.381937945662113, 94.33333333333333, 'Low Risk'),
(149223, 84, 15, '51:46.1', 37.49688622938546, 97.97615398, 127, 86, 60, 'Female', 62.05151024547834, 1.562321534746831, 0.060064315979762396, 41, 25.422105576908912, 99.66666666666667, 'Low Risk'),
(149224, 66, 14, '50:46.1', 36.42530632847028, 99.61345682, 123, 74, 32, 'Female', 95.44045015443344, 1.9921903870541224, 0.1361258501571015, 49, 24.04754791480678, 90.33333333333333, 'Low Risk'),
(149225, 84, 16, '49:46.1', 36.29445661446853, 97.99562928155505, 139, 81, 36, 'Female', 81.40040824065606, 1.9362431500705752, 0.094615877, 58, 21.712348157299775, 100.33333333333333, 'Low Risk'),
(149226, 73, 13, '48:46.1', 36.13017635164362, 99.90072118873455, 118, 74, 52, 'Female', 62.321245571623514, 1.8276510470783525, 0.10683020815252486, 44, 18.657333109303902, 88.66666666666667, 'Low Risk'),
(149227, 70, 18, '47:46.1', 36.243633735071384, 98.83239552186555, 123, 84, 23, 'Female', 74.87967902132036, 1.9064988943734762, 0.11017248632935932, 39, 20.601121268104563, 97, 'Low Risk'),
(149228, 96, 15, '46:46.1', 36.365094772278894, 96.95736791772046, 117, 85, 78, 'Male', 74.79358153989375, 1.8744259458187025, 0.11737240130162575, 32, 21.287651703555806, 95.66666666666667, 'High Risk'),
(149229, 75, 17, '45:46.1', 36.621575533700046, 95.77276234986526, 121, 75, 62, 'Male', 91.64781602304723, 1.7967880418925948, 0.09317167, 46, 28.387583389073118, 90.33333333333333, 'Low Risk'),
(149230, 69, 15, '44:46.1', 36.76808903607284, 97.81595484746376, 122, 78, 47, 'Female', 74.21721301456364, 1.8600009631988794, 0.12989683295992516, 44, 21.452519409187495, 92.66666666666667, 'Low Risk'),
(149231, 84, 15, '43:46.1', 36.50779497567769, 96.59696234238203, 117, 86, 83, 'Male', 66.09473518484398, 1.7030270495705462, 0.14111833305780452, 31, 22.788921627972158, 96.33333333333333, 'Low Risk'),
(149232, 62, 19, '42:46.1', 36.47271951872852, 95.51980322120686, 129, 73, 78, 'Female', 56.71738658778596, 1.5438067429902484, 0.058490602, 56, 23.797445687557637, 91.66666666666666, 'Low Risk'),
(149233, 81, 12, '41:46.1', 36.96135475343934, 97.89520772715991, 124, 77, 62, 'Male', 91.64639557042061, 1.8258179109838788, 0.10535344534473237, 47, 27.491628255029557, 92.66666666666667, 'Low Risk'),
(149234, 68, 12, '40:46.1', 36.29080979, 96.46319016877527, 120, 85, 57, 'Male', 85.62786819704448, 1.885274763531331, 0.1014426875965395, 35, 24.09160998218623, 96.66666666666667, 'Low Risk'),
(149235, 72, 12, '39:46.1', 36.59241398757663, 99.96741041, 129, 87, 54, 'Female', 96.93951667216612, 1.9961378962155574, 0.099240465, 42, 24.328748599112224, 101, 'Low Risk'),
(149236, 72, 14, '38:46.1', 36.500355750278416, 98.14856146485997, 113, 85, 55, 'Male', 94.04840313407003, 1.6590061729667362, 0.076223123, 28, 34.170821674564266, 94.33333333333333, 'High Risk'),
(149237, 61, 14, '37:46.1', 37.46258595576374, 99.68415597, 137, 87, 50, 'Female', 91.14594654969133, 1.5403463733695333, 0.051750016856649816, 50, 38.414977100561615, 103.66666666666666, 'High Risk'),
(149238, 64, 18, '36:46.1', 36.702539511167416, 95.41835433544635, 120, 80, 24, 'Male', 80.80728299337211, 1.5753164731076184, 0.10732411335475282, 40, 32.56228519272071, 93.33333333333333, 'High Risk'),
(149239, 67, 17, '35:46.1', 36.25336279109412, 96.17266339074003, 115, 82, 46, 'Male', 86.12297946504121, 1.6466505259830375, 0.050417970415500585, 33, 31.76260923209777, 93, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(149240, 85, 18, '34:46.1', 37.36255570716521, 97.21767492880875, 111, 88, 61, 'Male', 64.32335955056871, 1.9950706643523906, 0.11093144771205454, 23, 16.160401764364693, 95.66666666666667, 'High Risk'),
(149241, 61, 19, '33:46.1', 36.19494245703656, 99.17845862249486, 113, 72, 80, 'Male', 53.08459136627349, 1.6867203481965052, 0.1364388444042162, 41, 18.65873987778292, 85.66666666666667, 'Low Risk'),
(149242, 86, 18, '32:46.1', 37.08732827323146, 95.60743867619615, 136, 87, 19, 'Male', 98.34910558534332, 1.569056356288693, 0.13877891646793183, 49, 39.947842556993926, 103.33333333333333, 'High Risk'),
(149243, 90, 14, '31:46.1', 36.41913776160635, 95.75019847132238, 119, 76, 64, 'Female', 97.18272452772385, 1.8541002204250665, 0.14514448403897168, 43, 28.26979500804231, 90.33333333333333, 'Low Risk'),
(149244, 60, 14, '30:46.1', 37.26681637904725, 98.56165683384954, 110, 88, 62, 'Female', 95.29995197882185, 1.9217793633260167, 0.057880291, 22, 25.803916676172797, 95.33333333333333, 'Low Risk'),
(149245, 63, 16, '29:46.1', 36.945587448639074, 98.10577260006909, 139, 85, 23, 'Female', 57.39760271030337, 1.750432860834286, 0.062288775, 54, 18.73280612475385, 103, 'Low Risk'),
(149246, 62, 15, '28:46.1', 36.10341568701612, 99.15112544863467, 129, 80, 24, 'Female', 65.05381353, 1.9322617705435499, 0.089730727, 49, 17.42371815843079, 96.33333333333333, 'High Risk'),
(149247, 86, 13, '27:46.1', 36.575550532298095, 99.66823511039041, 114, 72, 59, 'Male', 76.07342843288112, 1.6196315405570405, 0.056100516, 42, 29.000169618770936, 86, 'Low Risk'),
(149248, 82, 14, '26:46.1', 37.30241642937372, 96.45466878212974, 121, 76, 79, 'Male', 87.97154877194224, 1.9008599283962977, 0.1105130867078406, 45, 24.346806656097502, 91, 'Low Risk'),
(149249, 94, 17, '25:46.1', 36.963455343097586, 97.91616430244284, 137, 74, 46, 'Male', 77.60932494326913, 1.5441905421790287, 0.078505466, 63, 32.547087355779446, 95, 'High Risk'),
(149250, 95, 12, '24:46.1', 36.21640291, 99.24022691, 131, 89, 25, 'Male', 75.70315991653831, 1.5803286587906051, 0.076868186, 42, 30.31231991084489, 103, 'High Risk'),
(149251, 97, 17, '23:46.1', 36.29374819112047, 97.48353062568887, 110, 84, 89, 'Female', 77.00643817614778, 1.5849779590900925, 0.11715623697390164, 26, 30.653536173772117, 92.66666666666667, 'High Risk'),
(149252, 95, 16, '22:46.1', 36.95522549013416, 96.93021130628237, 128, 86, 35, 'Male', 52.44079009018329, 1.5638653956648536, 0.056976773321991185, 42, 21.442256477245223, 100, 'High Risk'),
(149253, 86, 12, '21:46.1', 36.021386691164835, 98.42957728284716, 139, 73, 53, 'Female', 68.69061405759624, 1.5687049433646068, 0.096249562, 66, 27.91353686590445, 95, 'Low Risk'),
(149254, 98, 15, '20:46.1', 36.507479215395676, 96.24017433744197, 133, 85, 45, 'Female', 69.71769000125661, 1.7469575932293302, 0.096055797, 48, 22.844321489979336, 101, 'High Risk'),
(149255, 77, 16, '19:46.1', 36.52828662451581, 98.81439153219637, 122, 73, 36, 'Male', 72.71135726964734, 1.718494220479155, 0.054318925, 49, 24.621023333280654, 89.33333333333333, 'Low Risk'),
(149256, 73, 12, '18:46.1', 36.42406296988827, 99.10539609295758, 139, 71, 30, 'Male', 73.27265448471219, 1.8087612093191356, 0.052243513, 68, 22.39646387971046, 93.66666666666666, 'Low Risk'),
(149257, 69, 12, '17:46.1', 36.64200109905447, 96.81017911677556, 121, 72, 32, 'Female', 74.14842520313448, 1.6038218172575436, 0.13128457568585494, 49, 28.826352808093375, 88.33333333333333, 'Low Risk'),
(149258, 76, 14, '16:46.1', 37.01710544141457, 97.61597862129015, 116, 88, 24, 'Male', 91.17007832762269, 1.6976867419216142, 0.053554891123551954, 28, 31.63276928596349, 97.33333333333333, 'High Risk'),
(149259, 65, 19, '15:46.1', 36.3908034, 95.07429227016637, 124, 76, 83, 'Male', 68.18029367331175, 1.7977764701549754, 0.14115798288637701, 48, 21.095386349393163, 92, 'Low Risk'),
(149260, 80, 15, '14:46.1', 36.82994773085475, 95.11631118497418, 117, 82, 35, 'Male', 86.26434655682962, 1.8986477401002215, 0.10386589893211293, 35, 23.929991455985025, 93.66666666666667, 'Low Risk'),
(149261, 89, 14, '13:46.1', 36.88279113965132, 99.90966266739458, 139, 84, 75, 'Male', 61.52116906334394, 1.764816482581651, 0.12833204221870376, 55, 19.75265494262234, 102.33333333333333, 'Low Risk'),
(149262, 80, 16, '12:46.1', 36.100943575298885, 96.40645431392412, 116, 71, 53, 'Male', 89.21164391397525, 1.726164876925866, 0.1343658582009602, 45, 29.940358148328137, 86, 'Low Risk'),
(149263, 88, 13, '11:46.1', 36.126636852685294, 97.69162415479892, 133, 81, 42, 'Female', 53.46254846151418, 1.9283565711796735, 0.080210946, 52, 14.377221799680571, 98.33333333333333, 'High Risk'),
(149264, 95, 16, '10:46.1', 36.647664966081855, 97.23299889318893, 125, 71, 60, 'Female', 67.57397593679264, 1.5856578703768403, 0.11254240477551115, 54, 26.87574413473118, 89, 'High Risk'),
(149265, 72, 16, '09:46.1', 36.42306948604833, 96.78156291579937, 112, 75, 62, 'Female', 69.11657009552964, 1.6454787173217365, 0.1362959347874185, 37, 25.526874263687244, 87.33333333333333, 'Low Risk'),
(149266, 85, 16, '08:46.1', 36.85631552284038, 98.08886758287309, 119, 87, 44, 'Female', 94.02298966473884, 1.8856397571390389, 0.069167401, 32, 26.44335794071088, 97.66666666666667, 'Low Risk'),
(149267, 96, 13, '07:46.1', 36.45053495140426, 98.18369975011787, 120, 76, 22, 'Male', 94.86213806405837, 1.5076408534135435, 0.13535056146745997, 44, 41.734682537108796, 90.66666666666667, 'High Risk'),
(149268, 90, 17, '06:46.1', 36.92075498173545, 95.61343308050505, 116, 71, 80, 'Female', 53.87186930711636, 1.5620714032760499, 0.1477233749946632, 45, 22.078028097267783, 86, 'Low Risk'),
(149269, 78, 15, '05:46.1', 37.04064675342027, 98.08907397483799, 135, 79, 62, 'Female', 85.65330052320152, 1.7428941980966868, 0.084062598, 56, 28.1969448, 97.66666666666666, 'Low Risk'),
(149270, 98, 14, '04:46.1', 36.619548831003755, 98.30495205, 126, 72, 40, 'Female', 78.52838949154207, 1.9551144414666592, 0.10317601267753715, 54, 20.543873086911095, 90, 'High Risk'),
(149271, 66, 14, '03:46.1', 36.12997503133286, 99.38069877822309, 125, 74, 68, 'Male', 51.84183378132273, 1.9727867453232795, 0.095721146, 51, 13.320486066180688, 91, 'High Risk'),
(149272, 93, 12, '02:46.1', 36.532788925782974, 95.84044554683771, 134, 88, 28, 'Male', 58.181697699155364, 1.8356598656411034, 0.12185430194206207, 46, 17.26640661223718, 103.33333333333333, 'High Risk'),
(149273, 60, 14, '01:46.1', 36.352973701063554, 96.56686714, 129, 87, 21, 'Female', 88.70459380165924, 1.6827084922007731, 0.12947707988677404, 42, 31.32768753713085, 101, 'High Risk'),
(149274, 69, 14, '00:46.1', 36.33983734180048, 95.9283861, 128, 80, 69, 'Female', 54.24131445001015, 1.877755315162186, 0.12177673041569635, 48, 15.383395492200519, 96, 'High Risk'),
(149275, 64, 12, '59:46.1', 36.55206855918794, 98.58981283904257, 120, 86, 87, 'Female', 99.70166498, 1.6505076001587609, 0.091648178, 34, 36.598842805516526, 97.33333333333333, 'High Risk'),
(149276, 63, 16, '58:46.1', 36.74746622707193, 96.12679598, 134, 73, 74, 'Male', 76.22096872115723, 1.678673481109818, 0.14615960075610857, 61, 27.048426431640987, 93.33333333333333, 'Low Risk'),
(149277, 98, 15, '57:46.1', 36.624962759395245, 95.46413522, 119, 86, 66, 'Male', 59.01935653255239, 1.574214072365407, 0.12347619078283804, 33, 23.815894044890126, 97, 'High Risk'),
(149278, 97, 16, '56:46.1', 37.010783213987104, 99.17819525677731, 115, 74, 74, 'Female', 73.81732162937506, 1.7075420966745933, 0.14876960531053712, 41, 25.317186722810593, 87.66666666666667, 'High Risk'),
(149279, 91, 13, '55:46.1', 36.108639633960735, 98.21007429219775, 136, 74, 24, 'Male', 99.97062080495857, 1.6504404821963672, 0.081940245, 62, 36.70055686901268, 94.66666666666666, 'High Risk'),
(149280, 69, 16, '54:46.1', 36.787992251536586, 99.94127942089972, 131, 88, 18, 'Male', 72.29114973847084, 1.6799270632787553, 0.095030197, 43, 25.615585015091902, 102.33333333333333, 'Low Risk'),
(149281, 89, 17, '53:46.1', 37.374618266938825, 98.31857698959443, 122, 89, 86, 'Male', 91.90166016572212, 1.7897411839909803, 0.14220849255607454, 33, 28.69081553120573, 100, 'Low Risk'),
(149282, 88, 18, '52:46.1', 37.11721185226401, 95.00771397535676, 124, 76, 59, 'Male', 71.38853111003567, 1.589484269252751, 0.1193645665421852, 48, 28.25634456, 92, 'Low Risk'),
(149283, 79, 12, '51:46.1', 37.10025957385607, 97.38917293, 138, 72, 85, 'Female', 87.86070278542508, 1.8159200863558316, 0.069026806, 66, 26.64410938, 94, 'Low Risk'),
(149284, 99, 13, '50:46.1', 36.19522139648769, 96.94083522469413, 117, 84, 73, 'Female', 80.89283524370202, 1.9772364870197436, 0.1263511783748399, 33, 20.69154048861928, 95, 'High Risk'),
(149285, 80, 13, '49:46.1', 37.21199991590267, 96.65141187, 135, 73, 68, 'Male', 50.90031254455894, 1.5167281054531876, 0.12067056117261306, 62, 22.126105566958742, 93.66666666666666, 'Low Risk'),
(149286, 84, 12, '48:46.1', 36.55537420096745, 96.40885487806615, 137, 80, 87, 'Female', 77.74293905265588, 1.7365257885361913, 0.13515918216311024, 57, 25.78092411245235, 99, 'Low Risk'),
(149287, 89, 19, '47:46.1', 36.89104029523806, 95.23506353516686, 116, 78, 79, 'Male', 71.35044900983098, 1.8671810546452237, 0.083119293, 38, 20.46557005678525, 90.66666666666667, 'Low Risk'),
(149288, 62, 18, '46:46.1', 36.33200047514336, 96.80136531152172, 119, 73, 49, 'Female', 57.79153914508595, 1.822739918232189, 0.1392453610244277, 46, 17.394616228079535, 88.33333333333333, 'High Risk'),
(149289, 98, 12, '45:46.1', 37.326004788034254, 99.01452018, 121, 81, 87, 'Female', 65.27662598162289, 1.9015574672823736, 0.066670159, 40, 18.052559656936648, 94.33333333333333, 'High Risk'),
(149290, 63, 18, '44:46.1', 37.314501961875244, 98.77608131376999, 127, 89, 54, 'Female', 93.71978369028366, 1.5793349803040035, 0.13819636333073831, 38, 37.57359660622502, 101.66666666666667, 'High Risk'),
(149291, 90, 19, '43:46.1', 36.69328196210503, 97.46839376025527, 125, 89, 23, 'Male', 59.054351545530935, 1.821971927401206, 0.10753556449451579, 36, 17.789696656701366, 101, 'High Risk'),
(149292, 63, 12, '42:46.1', 36.84278077719708, 98.72717378596926, 138, 77, 32, 'Female', 99.89872341335254, 1.6561991096761235, 0.13294507045498044, 61, 36.419572596842606, 97.33333333333333, 'High Risk'),
(149293, 70, 12, '41:46.1', 37.39767180790574, 96.53796629254269, 139, 74, 39, 'Female', 78.92852167800277, 1.8383087829053737, 0.1448879720680238, 65, 23.355923512399613, 95.66666666666666, 'Low Risk'),
(149294, 93, 19, '40:46.1', 37.34711359233648, 98.95875676218802, 115, 72, 70, 'Male', 60.59828548161316, 1.5323617242310386, 0.12180113063001877, 43, 25.807013305943283, 86.33333333333333, 'High Risk'),
(149295, 65, 13, '39:46.1', 36.43404653899338, 97.83294495128845, 113, 82, 43, 'Male', 87.49413346637982, 1.9957996297115903, 0.12461032741312535, 31, 21.96570056, 92.33333333333333, 'Low Risk'),
(149296, 81, 18, '38:46.1', 36.72937388119535, 97.52831131205308, 128, 77, 52, 'Male', 70.45395180975602, 1.575571638106309, 0.082886695, 51, 28.381088573937166, 94, 'Low Risk'),
(149297, 73, 17, '37:46.1', 37.13105309495411, 96.76391936928268, 116, 80, 20, 'Female', 93.63403915110516, 1.6621169001702896, 0.073005901, 36, 33.893048064277565, 92, 'High Risk'),
(149298, 75, 18, '36:46.1', 37.17329297472725, 96.52099306845027, 122, 79, 42, 'Male', 77.76033324252808, 1.5646924143032708, 0.081201654, 43, 31.76143814765379, 93.33333333333333, 'High Risk'),
(149299, 89, 16, '35:46.1', 36.14903157684231, 97.35532237143771, 131, 70, 48, 'Female', 56.91625469369122, 1.9554782709126877, 0.136893495, 61, 14.88436547146496, 90.33333333333333, 'High Risk'),
(149300, 90, 13, '34:46.1', 36.069831163809404, 95.49267850926589, 119, 73, 83, 'Male', 86.69076839586202, 1.9081126119605265, 0.088016176, 46, 23.810298950855852, 88.33333333333333, 'Low Risk'),
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(149478, 92, 17, '36:46.1', 37.44332385632099, 97.24811828813837, 125, 75, 53, 'Female', 73.57571645069204, 1.7752410178205669, 0.061563075, 50, 23.346396225591842, 91.66666666666666, 'High Risk'),
(149479, 75, 12, '35:46.1', 36.796318946068894, 95.63845054111911, 138, 79, 21, 'Male', 86.36074548936558, 1.911896661452619, 0.093697434, 59, 23.625856019017228, 98.66666666666666, 'Low Risk'),
(149480, 68, 15, '34:46.1', 36.391426150438896, 97.32830417872357, 126, 86, 54, 'Female', 85.34186314202421, 1.9403648416780386, 0.061026129886370295, 40, 22.667066890431446, 99.33333333333333, 'Low Risk'),
(149481, 86, 17, '33:46.1', 36.827593976037875, 97.25844341792934, 134, 78, 79, 'Female', 70.75518281424021, 1.8260829242270338, 0.05118185, 56, 21.21862642, 96.66666666666666, 'Low Risk'),
(149482, 73, 16, '32:46.1', 37.221236188494366, 98.54867541382455, 126, 75, 78, 'Female', 76.37561717890583, 1.9966467978411515, 0.088998545, 51, 19.15809139492541, 92, 'Low Risk'),
(149483, 80, 15, '31:46.1', 36.44265188373989, 99.55002671880725, 111, 82, 34, 'Male', 69.24571984788122, 1.5350679626949575, 0.1452777833288012, 29, 29.385813534433517, 91.66666666666667, 'Low Risk'),
(149484, 63, 14, '30:46.1', 36.737971697059145, 99.60808188980748, 122, 88, 30, 'Female', 68.09559394, 1.852098219282875, 0.080839907, 34, 19.851392847327563, 99.33333333333333, 'Low Risk'),
(149485, 94, 14, '29:46.1', 36.863486254433674, 98.71071985942373, 121, 73, 53, 'Female', 99.49698998547464, 1.750086954772017, 0.12820255183603657, 48, 32.48558466015313, 89, 'High Risk'),
(149486, 80, 17, '28:46.1', 36.1020805, 95.59324903719119, 111, 70, 24, 'Female', 76.97356006, 1.8380695975682875, 0.14027555316416168, 41, 22.783354620327593, 83.66666666666667, 'Low Risk'),
(149487, 83, 14, '27:46.1', 36.512388856612496, 95.51879210494175, 111, 88, 58, 'Male', 97.53244199536715, 1.6862552975632057, 0.12049175423937188, 23, 34.300657420107626, 95.66666666666667, 'High Risk'),
(149488, 65, 12, '26:46.1', 37.239071070525014, 95.68232601027675, 133, 89, 35, 'Female', 91.80975385365998, 1.6638425198381384, 0.14493641148184114, 44, 33.16380751860235, 103.66666666666667, 'High Risk'),
(149489, 65, 13, '25:46.1', 36.68804609302617, 99.08822808270976, 123, 70, 36, 'Male', 99.97110743295664, 1.8435167269725494, 0.10631305927466184, 53, 29.415777918763844, 87.66666666666666, 'Low Risk'),
(149490, 70, 13, '24:46.1', 36.36082055569506, 98.89757477551329, 139, 80, 87, 'Female', 51.47079944956936, 1.799993977579036, 0.067996129, 59, 15.886155516114458, 99.66666666666666, 'High Risk'),
(149491, 90, 16, '23:46.1', 36.37739954490544, 95.83988093071353, 138, 75, 38, 'Male', 80.37165619517644, 1.9207142392406586, 0.097985336, 63, 21.78599531, 96, 'Low Risk'),
(149492, 68, 18, '22:46.1', 37.37023978972375, 96.54147287147333, 134, 70, 54, 'Male', 81.67774879703131, 1.503159348121737, 0.089863962, 64, 36.148785858892936, 91.33333333333333, 'High Risk'),
(149493, 77, 12, '21:46.1', 37.34512662285457, 99.00134052286423, 138, 76, 38, 'Female', 75.37370442, 1.9834421837833645, 0.074887372, 62, 19.159349912780623, 96.66666666666666, 'Low Risk'),
(149494, 82, 16, '20:46.1', 36.854585289678504, 98.55404693624004, 127, 81, 84, 'Male', 94.55059967848504, 1.6204821545297352, 0.072667068, 46, 36.006075031778515, 96.33333333333333, 'High Risk'),
(149495, 74, 19, '19:46.1', 36.349477337525165, 95.73661809744837, 122, 85, 85, 'Male', 54.00269368, 1.852162880632692, 0.1452089236645948, 37, 15.741897154004342, 97.33333333333333, 'High Risk'),
(149496, 78, 16, '18:46.1', 37.29699873470658, 97.71924018706073, 117, 83, 23, 'Male', 83.93725068236799, 1.8370426025770124, 0.08038347, 34, 24.87231927258047, 94.33333333333333, 'Low Risk'),
(149497, 97, 13, '17:46.1', 36.16547034, 99.98475514214275, 127, 80, 89, 'Female', 68.77518841298087, 1.889686167186583, 0.14473971791687862, 47, 19.259828733920703, 95.66666666666667, 'High Risk'),
(149498, 70, 13, '16:46.1', 36.503563512220964, 98.88469667197565, 115, 70, 36, 'Male', 76.23106945345982, 1.6085913247423538, 0.073066525, 45, 29.46053085384569, 85, 'Low Risk'),
(149499, 76, 13, '15:46.1', 36.25430688529921, 97.79741879986456, 136, 77, 70, 'Male', 55.63593767013684, 1.9825552148732142, 0.1301407081053823, 59, 14.154835580989694, 96.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(149501, 75, 13, '13:46.1', 36.881964603396305, 96.6373675, 129, 71, 31, 'Male', 68.31490202530932, 1.7406853970970952, 0.059594101226244894, 58, 22.54627905175823, 90.33333333333333, 'Low Risk'),
(149502, 77, 19, '12:46.1', 37.03859235321235, 96.12003202559302, 112, 81, 80, 'Female', 61.63440631766982, 1.5347428737942168, 0.056334018, 31, 26.166881403023012, 91.33333333333333, 'Low Risk'),
(149503, 81, 12, '11:46.1', 37.344014255519006, 98.33252837968496, 132, 79, 89, 'Male', 62.06419114376449, 1.6691408115721682, 0.092784958, 53, 22.27692012594541, 96.66666666666666, 'Low Risk'),
(149504, 86, 14, '10:46.1', 36.15262539813031, 95.17007082960414, 130, 73, 27, 'Male', 55.19233022811755, 1.5179193549179353, 0.10935799076914426, 57, 23.954181346641814, 92, 'Low Risk'),
(149505, 71, 12, '09:46.1', 36.64434148052838, 98.71938266, 139, 86, 51, 'Female', 57.687568888811455, 1.7920504807074915, 0.09341734, 53, 17.96311947699219, 103.66666666666666, 'High Risk'),
(149506, 76, 14, '08:46.1', 37.42634927865848, 96.01049136980824, 131, 88, 87, 'Female', 64.82059637134951, 1.646146802244929, 0.054456177, 43, 23.920810851906374, 102.33333333333333, 'Low Risk'),
(149507, 89, 16, '07:46.1', 36.83496799324242, 96.67483632, 121, 80, 31, 'Female', 87.40916521808188, 1.8810878892884808, 0.12163572154113948, 41, 24.702379977797044, 93.66666666666667, 'Low Risk'),
(149508, 90, 16, '06:46.1', 36.52345013728979, 95.27617118080794, 119, 80, 59, 'Female', 95.98736982, 1.595488264435007, 0.085842935, 39, 37.70742391409075, 93, 'High Risk'),
(149509, 72, 18, '05:46.1', 37.27940867, 95.05604486638946, 133, 70, 52, 'Female', 61.0088872, 1.946696555139191, 0.056268126731032854, 63, 16.09891409014791, 91, 'High Risk'),
(149510, 95, 16, '04:46.1', 37.49947358785075, 96.95200227966313, 112, 80, 42, 'Female', 72.23370391335995, 1.5476753931245664, 0.12039096431783214, 32, 30.15644402627803, 90.66666666666667, 'High Risk'),
(149511, 65, 12, '03:46.1', 37.009099994860314, 99.44758409815374, 125, 88, 38, 'Female', 95.55829802910108, 1.877338256208403, 0.11778595607289756, 37, 27.11336031340387, 100.33333333333333, 'Low Risk'),
(149512, 67, 16, '02:46.1', 36.67408446092338, 97.50275079651418, 124, 75, 66, 'Male', 75.51023700649996, 1.6329727928432185, 0.067184083, 49, 28.317045293922515, 91.33333333333333, 'Low Risk'),
(149513, 71, 18, '01:46.1', 36.363106698809034, 96.98409501746146, 120, 89, 80, 'Female', 70.36718006526475, 1.817967254951735, 0.11436554501267279, 31, 21.29109678838505, 99.33333333333333, 'Low Risk'),
(149514, 83, 16, '00:46.1', 37.185482163720934, 98.71014824651496, 113, 75, 37, 'Male', 62.720203706087204, 1.6805592361254162, 0.10477554540900484, 38, 22.20750712641413, 87.66666666666667, 'Low Risk'),
(149515, 60, 17, '59:46.1', 37.090184230776444, 95.60945819151401, 110, 75, 48, 'Male', 76.03473014470234, 1.7016535167464335, 0.1357736736373456, 35, 26.258489361404905, 86.66666666666667, 'Low Risk'),
(149516, 60, 19, '58:46.1', 36.90418675810501, 98.24673658662394, 126, 88, 65, 'Male', 85.72539652054891, 1.993374649504625, 0.08251522, 38, 21.57404801014729, 100.66666666666667, 'Low Risk'),
(149517, 95, 19, '57:46.1', 36.394671576444885, 96.42591539, 127, 84, 26, 'Male', 96.81375324, 1.8956066600881354, 0.053553458, 43, 26.942668350900437, 98.33333333333333, 'High Risk'),
(149518, 97, 19, '56:46.1', 36.47773535071632, 96.11480632002015, 121, 83, 56, 'Male', 80.91149287303341, 1.7442304544615963, 0.1276597844360639, 38, 26.595152451871442, 95.66666666666667, 'High Risk'),
(149519, 92, 15, '55:46.1', 36.379317344950245, 98.90155191953065, 135, 74, 30, 'Male', 78.87611790271333, 1.9498585725784494, 0.10567413942335305, 61, 20.746235483355445, 94.33333333333333, 'High Risk'),
(149520, 74, 17, '54:46.1', 36.92222963570591, 95.93236346709075, 110, 87, 30, 'Female', 51.393702155372985, 1.6706950879382958, 0.071869514, 23, 18.412616674760407, 94.66666666666667, 'High Risk'),
(149521, 90, 16, '53:46.1', 36.44362061662892, 97.98229145, 122, 82, 28, 'Male', 58.44570350222253, 1.963578329625766, 0.076048681, 40, 15.15849655992677, 95.33333333333333, 'High Risk'),
(149522, 80, 18, '52:46.1', 36.38887235802464, 99.67244209811568, 128, 75, 19, 'Female', 75.64555915906968, 1.9406699732658506, 0.099943852, 53, 20.085380558929554, 92.66666666666666, 'Low Risk'),
(149523, 89, 13, '51:46.1', 37.473682635919396, 97.84674851869416, 125, 83, 35, 'Male', 99.39618593223972, 1.8924625397919008, 0.077156307, 42, 27.75333235431133, 97, 'Low Risk'),
(149524, 88, 14, '50:46.1', 37.46749846887185, 98.43583217838165, 123, 86, 62, 'Male', 53.55409019895929, 1.9643032271972183, 0.087226181, 37, 13.879556381025926, 98.33333333333333, 'High Risk'),
(149525, 86, 19, '49:46.1', 37.44566388468344, 97.64769142704125, 128, 84, 82, 'Male', 56.41486807809509, 1.7764056049704289, 0.1402669599350419, 44, 17.87760375924255, 98.66666666666667, 'High Risk'),
(149526, 81, 12, '48:46.1', 36.64522289105043, 97.01619210906009, 133, 77, 74, 'Male', 76.13385879190145, 1.6126996181996671, 0.073989381, 56, 29.273245569903903, 95.66666666666666, 'Low Risk'),
(149527, 86, 16, '47:46.1', 36.10945709253689, 97.09903459145967, 127, 77, 87, 'Female', 70.46326556461207, 1.951463304008055, 0.11984313782246937, 50, 18.502993156905507, 93.66666666666666, 'Low Risk'),
(149528, 76, 17, '46:46.1', 36.45000227579716, 98.18306276608334, 119, 88, 62, 'Male', 84.16262563537649, 1.8661677862700288, 0.11233533172252824, 31, 24.16673050186819, 98.33333333333333, 'Low Risk'),
(149529, 72, 18, '45:46.1', 37.35576090782602, 99.01350145033665, 120, 76, 82, 'Male', 71.44224604379015, 1.7866473434566772, 0.10268554136984964, 44, 22.38089366287279, 90.66666666666667, 'Low Risk'),
(149530, 86, 16, '44:46.1', 36.46110675627018, 97.96197578, 114, 85, 81, 'Female', 50.19036702558603, 1.8650726086712286, 0.06810243, 29, 14.428755817872704, 94.66666666666667, 'High Risk'),
(149531, 91, 13, '43:46.1', 36.67303852603594, 97.47478313459524, 139, 71, 76, 'Female', 56.36552009698775, 1.7637996178785058, 0.080435982, 68, 18.118199205975827, 93.66666666666666, 'High Risk'),
(149532, 79, 18, '42:46.1', 36.557024977594764, 96.45705601120989, 125, 73, 39, 'Female', 65.37541916715504, 1.7937253143011498, 0.059065057080336325, 52, 20.31901317606915, 90.33333333333333, 'Low Risk'),
(149533, 99, 16, '41:46.1', 36.39469139687846, 97.35804503462705, 112, 81, 39, 'Male', 66.80010498805788, 1.5174268453616484, 0.080071958, 31, 29.010927847075877, 91.33333333333333, 'High Risk'),
(149534, 92, 15, '40:46.1', 36.50391491248318, 99.62540769650928, 129, 76, 51, 'Male', 59.488112479408485, 1.7050263494052889, 0.1344118594395774, 53, 20.462938516199003, 93.66666666666666, 'High Risk'),
(149535, 67, 13, '39:46.1', 36.286600197447804, 99.47210423642028, 110, 84, 83, 'Male', 63.22358784571112, 1.5068724639977742, 0.083532187, 26, 27.84364860056241, 92.66666666666667, 'Low Risk'),
(149536, 66, 12, '38:46.1', 37.07713895, 98.06108961841672, 135, 81, 74, 'Male', 82.12002219582568, 1.6708053274886698, 0.1474046348733653, 54, 29.41693056029692, 99, 'Low Risk'),
(149537, 89, 14, '37:46.1', 36.46725700571754, 99.28408576457468, 124, 82, 74, 'Female', 83.79924657, 1.8683693622372428, 0.13512951479822305, 42, 24.005714672167997, 96, 'Low Risk'),
(149538, 86, 14, '36:46.1', 36.194781309053916, 97.66380164482521, 137, 82, 29, 'Male', 80.99709978425585, 1.647594448739232, 0.11414630357867184, 55, 29.83793947046869, 100.33333333333333, 'Low Risk'),
(149539, 65, 15, '35:46.1', 36.827253064252616, 98.43366359482417, 131, 87, 61, 'Female', 90.54093684030104, 1.8371779212176387, 0.13596138105563155, 44, 26.82517407195887, 101.66666666666667, 'Low Risk'),
(149540, 60, 15, '34:46.1', 36.3837832, 95.90766265725095, 137, 81, 67, 'Female', 78.21943442247544, 1.5827342358840706, 0.068484953, 56, 31.22472902472699, 99.66666666666666, 'High Risk'),
(149541, 86, 17, '33:46.1', 36.23304447545178, 95.06573222274932, 116, 73, 67, 'Female', 65.97439082734314, 1.579584187521482, 0.14428290804167565, 43, 26.44172801835961, 87.33333333333333, 'Low Risk'),
(149542, 69, 13, '32:46.1', 36.03655211995206, 97.67341540080811, 117, 79, 81, 'Female', 88.11796114575047, 1.9821260765036715, 0.067878708, 38, 22.42858575727962, 91.66666666666667, 'Low Risk'),
(149543, 94, 16, '31:46.1', 36.73256134474803, 97.95423389674124, 120, 75, 27, 'Male', 86.72475392758051, 1.8217724951147785, 0.14799160540550507, 45, 26.13092566610144, 90, 'High Risk'),
(149544, 90, 17, '30:46.1', 36.911289479744404, 97.84877488258809, 115, 77, 84, 'Female', 65.68909744807513, 1.5818846393297517, 0.13905744919274274, 38, 26.25086853213102, 89.66666666666667, 'Low Risk'),
(149545, 98, 15, '29:46.1', 36.346859526204256, 96.83605540519396, 125, 85, 33, 'Male', 98.92156457206933, 1.5450151112246329, 0.10060541778953014, 40, 41.44055028776059, 98.33333333333333, 'High Risk'),
(149546, 85, 18, '28:46.1', 37.38415059034824, 99.53396847640394, 121, 77, 49, 'Female', 68.88219586995805, 1.9636630337379288, 0.097716624, 44, 17.86376736091622, 91.66666666666667, 'High Risk'),
(149547, 93, 18, '27:46.1', 36.41684472093933, 98.29761398768643, 113, 75, 50, 'Male', 87.41935346931982, 1.6435617967644753, 0.063127492, 38, 32.362011990084795, 87.66666666666667, 'High Risk'),
(149548, 84, 13, '26:46.1', 36.408997511173666, 99.72032302789968, 112, 83, 20, 'Male', 62.714437027697905, 1.781995415477369, 0.070117288, 29, 19.74942079410595, 92.66666666666667, 'Low Risk'),
(149549, 88, 15, '25:46.1', 37.41482621710836, 97.78173060323257, 133, 84, 82, 'Male', 90.22034308468484, 1.5348621156582205, 0.094470985, 49, 38.29708695148388, 100.33333333333333, 'High Risk'),
(149550, 71, 14, '24:46.1', 36.04391780273357, 99.96625506398878, 111, 75, 29, 'Male', 83.65212049817433, 1.7700936408115053, 0.14681793807496224, 36, 26.698352985352745, 87, 'Low Risk'),
(149551, 91, 12, '23:46.1', 37.09910340319685, 99.30715212973016, 138, 70, 28, 'Female', 89.17913017, 1.7926631767116035, 0.1333089970348422, 68, 27.750182057368825, 92.66666666666666, 'High Risk'),
(149552, 84, 14, '22:46.1', 36.96042784741599, 99.01890080964887, 111, 76, 45, 'Female', 73.28584534343844, 1.5479380905629676, 0.093395834, 35, 30.585312866225166, 87.66666666666667, 'High Risk'),
(149553, 77, 17, '21:46.1', 36.971373302722455, 98.54698114457894, 124, 83, 55, 'Female', 61.89515711673207, 1.9612816757004432, 0.1443845942548995, 41, 16.090766336741268, 96.66666666666667, 'High Risk'),
(149554, 60, 14, '20:46.1', 37.409750789797734, 99.30313881119956, 120, 75, 87, 'Male', 98.10575185626067, 1.6423406729272607, 0.094830534, 45, 36.372066262402704, 90, 'High Risk'),
(149555, 87, 13, '19:46.1', 36.91559002378908, 98.14443667834341, 126, 83, 65, 'Male', 76.05948273563385, 1.7173579159818875, 0.063484134, 43, 25.788835683058338, 97.33333333333333, 'Low Risk'),
(149556, 80, 17, '18:46.1', 36.43968605117508, 98.65554165078194, 125, 71, 39, 'Male', 98.21204781793851, 1.7374871570446047, 0.065573533, 54, 32.532808770752304, 89, 'High Risk'),
(149557, 78, 17, '17:46.1', 36.392944621794975, 96.67387661788494, 139, 86, 20, 'Female', 66.87634468468525, 1.7406342920083206, 0.13545314320729482, 53, 22.072801463454105, 103.66666666666666, 'Low Risk'),
(149558, 94, 16, '16:46.1', 37.40285093496351, 96.86185337121343, 132, 81, 42, 'Female', 85.08428276815602, 1.6829898864069033, 0.085764926, 51, 30.039059415725482, 98, 'High Risk'),
(149559, 66, 14, '15:46.1', 36.302037954686966, 95.89955828590735, 139, 89, 19, 'Male', 56.336333904981046, 1.7053945000929986, 0.1210920840874563, 50, 19.370412340404982, 105.66666666666666, 'Low Risk'),
(149560, 61, 16, '14:46.1', 37.395643836036534, 98.52217158347459, 121, 80, 71, 'Male', 82.85660669372527, 1.9398479365592722, 0.12092608703529907, 41, 22.018704792173267, 93.66666666666667, 'Low Risk'),
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(149737, 75, 17, '17:46.1', 36.984099179612926, 99.55996883527122, 136, 74, 35, 'Male', 83.89822747322908, 1.6542820537245286, 0.1367057878568445, 62, 30.65728341505394, 94.66666666666666, 'High Risk'),
(149738, 87, 17, '16:46.1', 36.356263410860365, 96.01733398651791, 135, 84, 20, 'Male', 80.25363244434126, 1.523461758026143, 0.1470799079253508, 51, 34.57813651207168, 101, 'High Risk'),
(149739, 82, 19, '15:46.1', 36.021524745529426, 96.26709406088999, 115, 80, 55, 'Female', 51.62201213556625, 1.8975194623340768, 0.055993062148206166, 35, 14.33713750545469, 91.66666666666667, 'High Risk'),
(149740, 92, 15, '14:46.1', 37.18271953590404, 95.95315493549728, 138, 71, 26, 'Female', 97.17481146555751, 1.665763012752118, 0.12801921368608765, 67, 35.02089795825546, 93.33333333333333, 'High Risk'),
(149741, 61, 14, '13:46.1', 36.620243350029135, 96.28894615716655, 118, 77, 32, 'Female', 61.71608247254125, 1.7545202198715757, 0.12942455637178812, 41, 20.048486643937725, 90.66666666666667, 'Low Risk'),
(149742, 95, 15, '12:46.1', 36.162428756165724, 97.62499958959081, 132, 88, 84, 'Female', 76.63337766654467, 1.6603157871385616, 0.053305391, 44, 27.79947363784417, 102.66666666666667, 'High Risk'),
(149743, 97, 13, '11:46.1', 36.39910503037553, 99.00650542070295, 116, 87, 34, 'Female', 67.43250852, 1.7515804261789674, 0.055007907, 29, 21.979061755604747, 96.66666666666667, 'High Risk'),
(149744, 90, 15, '10:46.1', 37.02335291230188, 96.16512453, 132, 89, 87, 'Male', 80.87406192693652, 1.9239850314481775, 0.14926681304717881, 43, 21.847707783476636, 103.33333333333333, 'Low Risk'),
(149745, 96, 14, '09:46.1', 36.192687630760794, 98.76046624, 122, 88, 55, 'Male', 75.99069356576778, 1.6514913581451454, 0.14348931880062496, 34, 27.86171191436618, 99.33333333333333, 'High Risk'),
(149746, 76, 14, '08:46.1', 37.47926691256159, 96.79222459626678, 135, 80, 80, 'Female', 92.86729317689702, 1.8533481590715628, 0.1070452910500641, 55, 27.03639391, 98.33333333333333, 'Low Risk'),
(149747, 76, 16, '07:46.1', 36.923511221963594, 98.20710694221683, 134, 77, 62, 'Female', 93.59487263, 1.9956322142786171, 0.1497736688589701, 57, 23.501254516044984, 96, 'Low Risk'),
(149748, 63, 17, '06:46.1', 37.457327678122034, 98.35337966, 112, 79, 80, 'Male', 81.86985548396324, 1.991199897, 0.11877959141410312, 33, 20.648775443413225, 90, 'Low Risk'),
(149749, 80, 13, '05:46.1', 36.736851477805544, 95.21514957301505, 133, 83, 51, 'Male', 66.13708063147047, 1.9607591712756558, 0.1356735015475654, 50, 17.202695837692453, 99.66666666666666, 'High Risk'),
(149750, 64, 16, '04:46.1', 37.47039552433328, 95.10090042, 132, 72, 84, 'Male', 98.52363441193586, 1.5428189227553977, 0.10480768519599526, 60, 41.39143758013923, 92, 'High Risk'),
(149751, 65, 13, '03:46.1', 36.04438455994057, 97.47856181962729, 139, 89, 63, 'Male', 97.69370504788856, 1.528937474768982, 0.054858015, 50, 41.79142015824194, 105.66666666666666, 'High Risk'),
(149752, 62, 17, '02:46.1', 37.14643304638295, 97.06216282767846, 121, 77, 33, 'Female', 62.52090249426786, 1.7017769049904632, 0.11367843055215027, 44, 21.58837669575757, 91.66666666666667, 'Low Risk'),
(149753, 71, 18, '01:46.1', 36.106181312269904, 97.11702845, 134, 80, 76, 'Male', 83.08094828, 1.7925879832771932, 0.09728894, 54, 25.85475837064498, 98, 'Low Risk'),
(149754, 96, 13, '00:46.1', 36.83860725416975, 99.04118085692829, 130, 80, 57, 'Female', 92.91772908571099, 1.6546142570068574, 0.11096497355611304, 50, 33.93947052964265, 96.66666666666666, 'High Risk'),
(149755, 92, 17, '59:46.1', 36.65680509222408, 98.871, 137, 77, 47, 'Male', 70.04663607189804, 1.830216312375762, 0.14246824594284466, 60, 20.911367760956722, 97, 'High Risk'),
(149756, 88, 14, '58:46.1', 37.08659506196636, 97.74962084688079, 114, 73, 59, 'Female', 85.69652834736134, 1.9682641132246539, 0.087826752, 41, 22.120578484577386, 86.66666666666667, 'Low Risk'),
(149757, 69, 19, '57:46.1', 37.26068106006623, 99.34059413870146, 137, 78, 79, 'Female', 83.11688410477484, 1.7668411169076401, 0.10273010804890653, 59, 26.625284635586258, 97.66666666666666, 'Low Risk'),
(149758, 97, 19, '56:46.1', 36.27380507560537, 99.66507211, 115, 89, 47, 'Male', 87.56238111757641, 1.9277816987062983, 0.061139252, 26, 23.56144148483394, 97.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(149759, 82, 17, '55:46.1', 36.91720606869349, 97.22838489, 112, 88, 25, 'Male', 81.30925071315794, 1.5572723729951556, 0.11036616803287168, 24, 33.52824342, 96, 'High Risk'),
(149760, 64, 16, '54:46.1', 36.08243786202351, 96.61954621902387, 126, 77, 38, 'Female', 90.74266243867254, 1.535583952912138, 0.09809381, 49, 38.48259830799169, 93.33333333333333, 'High Risk'),
(149761, 76, 12, '53:46.1', 36.78347056254014, 99.61782655873859, 129, 79, 74, 'Male', 89.88631013861638, 1.7837840551096238, 0.053629144845978416, 50, 28.249385019499037, 95.66666666666666, 'Low Risk'),
(149762, 62, 19, '52:46.1', 36.23268469650632, 97.15083956204117, 136, 72, 63, 'Male', 72.47847112766556, 1.800086084861344, 0.1454351661866132, 64, 22.367758972333338, 93.33333333333333, 'Low Risk'),
(149763, 71, 13, '51:46.1', 36.198762168053214, 98.85197433, 122, 85, 66, 'Female', 51.07328800301376, 1.9444288979412574, 0.10534719716485583, 37, 13.50857953142758, 97.33333333333333, 'High Risk'),
(149764, 99, 13, '50:46.1', 37.23779803, 98.70928023480607, 135, 82, 74, 'Female', 99.93915331356465, 1.723168880525261, 0.079994481, 53, 33.65735472736026, 99.66666666666666, 'High Risk'),
(149765, 87, 17, '49:46.1', 36.6324961, 96.66822278292325, 130, 83, 59, 'Female', 59.07917950645313, 1.9860958655804508, 0.1317054218999217, 47, 14.977317642041628, 98.66666666666667, 'High Risk'),
(149766, 67, 14, '48:46.1', 36.257714331322674, 97.30541793, 131, 75, 88, 'Female', 86.83443719747703, 1.5240810689350914, 0.09368663, 56, 37.383146836402325, 93.66666666666666, 'High Risk'),
(149767, 68, 13, '47:46.1', 36.52923721665191, 98.62809805, 134, 71, 47, 'Female', 69.86508300648734, 1.6150784295224612, 0.070154774, 63, 26.78384639388965, 92, 'Low Risk'),
(149768, 85, 19, '46:46.1', 37.36501301449923, 96.21098541232503, 120, 73, 70, 'Male', 87.53313965692193, 1.894667959, 0.084367089, 47, 24.38407495817061, 88.66666666666667, 'Low Risk'),
(149769, 63, 18, '45:46.1', 36.740058681873116, 98.15811574, 130, 78, 27, 'Female', 68.55249635940146, 1.6281979688875898, 0.05990877, 52, 25.858829169147715, 95.33333333333333, 'Low Risk'),
(149770, 93, 15, '44:46.1', 36.784095001928705, 99.05101141415494, 124, 83, 31, 'Male', 76.82328203, 1.599337359, 0.10404984502505554, 41, 30.03396656560819, 96.66666666666667, 'High Risk'),
(149771, 60, 19, '43:46.1', 36.454376932785365, 95.92205819, 120, 82, 40, 'Male', 85.39813600274138, 1.848034938409373, 0.08652652, 38, 25.005067783814763, 94.66666666666667, 'Low Risk'),
(149772, 62, 13, '42:46.1', 36.84836469, 98.38750401278148, 116, 80, 89, 'Female', 52.97111861515483, 1.9034607902549077, 0.14090713402416116, 36, 14.620131334694095, 92, 'High Risk'),
(149773, 74, 15, '41:46.1', 36.69143044643706, 97.64785942496255, 137, 80, 79, 'Male', 68.43131609299849, 1.571668088649592, 0.077934328, 57, 27.70340952361278, 99, 'Low Risk'),
(149774, 97, 18, '40:46.1', 36.905342266444464, 96.93320626415745, 121, 89, 20, 'Male', 85.23740444213692, 1.877965129641603, 0.14431319799903547, 32, 24.168804495747178, 99.66666666666667, 'High Risk'),
(149775, 78, 17, '39:46.1', 36.24174389295699, 97.06524946889243, 110, 82, 67, 'Female', 83.81021702, 1.7643046525898411, 0.13977148380986743, 28, 26.92463387750912, 91.33333333333333, 'Low Risk'),
(149776, 90, 18, '38:46.1', 37.39896009249424, 95.64277156179405, 125, 87, 55, 'Female', 66.65974377121903, 1.993775359304971, 0.085541784, 38, 16.769155475336984, 99.66666666666667, 'High Risk'),
(149777, 68, 14, '37:46.1', 37.30725101066795, 98.60232719204188, 114, 85, 23, 'Female', 54.107474030060956, 1.7402059238144536, 0.051784772391392564, 29, 17.867178420726667, 94.66666666666667, 'High Risk'),
(149778, 96, 12, '36:46.1', 37.03909426017737, 99.34189282788516, 114, 70, 56, 'Male', 66.29675914182101, 1.6313821706711622, 0.059488618, 44, 24.91040999843885, 84.66666666666667, 'High Risk'),
(149779, 94, 17, '35:46.1', 36.346266723127215, 95.92040666964498, 112, 89, 46, 'Male', 91.46995620822153, 1.7241385607745976, 0.12638749153307766, 23, 30.770470790657843, 96.66666666666667, 'High Risk'),
(149780, 79, 15, '34:46.1', 36.949981630026336, 96.97850375294757, 111, 79, 44, 'Male', 98.20404559, 1.8870688283133887, 0.12389200547545474, 32, 27.577436782865796, 89.66666666666667, 'Low Risk'),
(149781, 92, 13, '33:46.1', 36.477274603816696, 95.59244699422626, 117, 85, 35, 'Female', 67.55020897962501, 1.8133938465639736, 0.058880788, 32, 20.54198565225945, 95.66666666666667, 'High Risk'),
(149782, 97, 15, '32:46.1', 36.49522754756395, 97.86989603226472, 132, 74, 38, 'Male', 53.86529860164582, 1.6293583276659986, 0.093024073, 58, 20.289711060361352, 93.33333333333333, 'High Risk'),
(149783, 76, 19, '31:46.1', 36.06501314473644, 96.06593493928595, 130, 72, 37, 'Female', 62.411444545788356, 1.647002841746062, 0.14510771303182715, 58, 23.007823529304666, 91.33333333333333, 'Low Risk'),
(149784, 62, 12, '30:46.1', 36.31147916313746, 99.02056524774224, 114, 73, 32, 'Female', 51.47866912043881, 1.7128725169527554, 0.053942233, 41, 17.545963768147235, 86.66666666666667, 'High Risk'),
(149785, 85, 17, '29:46.1', 36.913559413103464, 95.14332532960313, 115, 83, 84, 'Male', 74.87113484181978, 1.5977187384983198, 0.098075711, 32, 29.33011449950713, 93.66666666666667, 'Low Risk'),
(149786, 66, 16, '28:46.1', 36.83537957896943, 98.65478740933554, 115, 87, 78, 'Male', 84.60301023569565, 1.5123447829039238, 0.072796317, 28, 36.98998803559911, 96.33333333333333, 'High Risk'),
(149787, 98, 17, '27:46.1', 36.45959385962715, 98.05317372481579, 139, 82, 62, 'Female', 89.71835015876269, 1.560965896706182, 0.11330773657505751, 57, 36.82090418, 101, 'High Risk'),
(149788, 63, 12, '26:46.1', 36.67515459360577, 96.99637182, 121, 74, 88, 'Male', 84.72456784267655, 1.804902268772089, 0.084130884, 47, 26.007702017223664, 89.66666666666667, 'Low Risk'),
(149789, 65, 13, '25:46.1', 36.61391514156441, 99.45895315182571, 132, 81, 72, 'Female', 84.37721539103242, 1.5394541557075176, 0.14346662180353342, 51, 35.603415947466594, 98, 'High Risk'),
(149790, 71, 13, '24:46.1', 36.50792224866268, 95.58080691602493, 134, 82, 79, 'Female', 58.890486030135236, 1.754042382536315, 0.14861322260218318, 52, 19.14101540478341, 99.33333333333333, 'Low Risk'),
(149791, 98, 17, '23:46.1', 36.62942938733037, 99.62625967, 110, 73, 31, 'Male', 91.54384602130749, 1.8130845649061944, 0.09151642, 37, 27.847937337923163, 85.33333333333333, 'High Risk'),
(149792, 87, 12, '22:46.1', 36.645112655680286, 96.72326514, 116, 74, 48, 'Female', 71.71034651147124, 1.8465652790022824, 0.13141104234107553, 42, 21.030640063199968, 88, 'Low Risk'),
(149793, 99, 15, '21:46.1', 37.13183918959944, 96.64617258256918, 128, 75, 43, 'Female', 93.41453332986592, 1.6302762011665617, 0.093360833, 53, 35.147308312974765, 92.66666666666666, 'High Risk'),
(149794, 99, 14, '20:46.1', 37.323341869476494, 95.69416797083137, 131, 77, 77, 'Female', 88.85061084262469, 1.6618388896192853, 0.065678462, 54, 32.17233498823054, 95, 'High Risk'),
(149795, 90, 16, '19:46.1', 36.091628380680376, 99.76875832456157, 118, 72, 83, 'Female', 65.98993529, 1.6490641545158495, 0.11635748672818026, 46, 24.266246186630834, 87.33333333333333, 'Low Risk'),
(149796, 97, 17, '18:46.1', 37.48397419432499, 95.0497293, 116, 72, 74, 'Male', 94.22980416538937, 1.591936614114635, 0.11330141395148759, 44, 37.18234237331455, 86.66666666666667, 'High Risk'),
(149797, 60, 18, '17:46.1', 36.822397891996886, 97.68060270055913, 117, 72, 46, 'Female', 60.3125512, 1.6496498830089896, 0.095387067, 45, 22.162775039308073, 87, 'Low Risk'),
(149798, 94, 13, '16:46.1', 37.36063762155968, 98.07914476027663, 124, 75, 40, 'Male', 64.95540792285445, 1.631621285225566, 0.10442070271876769, 49, 24.399256353751355, 91.33333333333333, 'High Risk'),
(149799, 77, 14, '15:46.1', 36.401363824838825, 97.37919485403997, 139, 71, 20, 'Male', 83.88562088728895, 1.7643251072667816, 0.070848961, 68, 26.948233052576636, 93.66666666666666, 'Low Risk'),
(149800, 87, 13, '14:46.1', 37.440597341010864, 99.95212057241824, 128, 87, 79, 'Male', 80.03115299930639, 1.7633655018712542, 0.10812004534933814, 41, 25.737976119435725, 100.66666666666667, 'Low Risk'),
(149801, 60, 18, '13:46.1', 36.46143780728561, 96.42964963344211, 116, 73, 60, 'Female', 88.29657497356627, 1.510609622229667, 0.080364213, 43, 38.69362017046232, 87.33333333333333, 'High Risk'),
(149802, 79, 16, '12:46.1', 37.49258134251251, 97.68648774902151, 138, 84, 30, 'Male', 72.80728883718258, 1.5814265443623474, 0.062249661, 54, 29.112319637853624, 102, 'Low Risk'),
(149803, 78, 16, '11:46.1', 36.46234212901897, 99.22775488, 131, 81, 38, 'Male', 61.52634553685314, 1.9893481800727701, 0.14442416082636902, 50, 15.546746540423143, 97.66666666666666, 'High Risk'),
(149804, 81, 14, '10:46.1', 36.59074542647613, 97.73457217069534, 132, 83, 39, 'Female', 58.058343529236936, 1.9920022940751774, 0.10961842770220268, 49, 14.631369303610725, 99.33333333333333, 'High Risk'),
(149805, 76, 18, '09:46.1', 36.602093167991896, 95.27050414654258, 138, 77, 66, 'Female', 90.93558984986352, 1.5799481408058986, 0.094963512, 61, 36.42908170549607, 97.33333333333333, 'High Risk'),
(149806, 79, 14, '08:46.1', 37.11367799826083, 95.67323702683923, 135, 77, 81, 'Female', 82.92323898311491, 1.7960227635645478, 0.1362285393588166, 58, 25.70707021135898, 96.33333333333333, 'Low Risk'),
(149807, 97, 16, '07:46.1', 37.146083860393965, 96.20427491047255, 115, 79, 66, 'Female', 64.61581288769412, 1.839856169223925, 0.060395163227183093, 36, 19.08846761765591, 91, 'High Risk'),
(149808, 85, 15, '06:46.1', 37.316261184589045, 99.33102478660638, 134, 72, 63, 'Female', 74.15067324198628, 1.5607390657471873, 0.1121504342467545, 62, 30.440690285837263, 92.66666666666666, 'High Risk'),
(149809, 87, 12, '05:46.1', 36.16439765540165, 95.86135584708987, 113, 83, 39, 'Male', 84.48369666434824, 1.9618330513312068, 0.14624940242830914, 30, 21.95072226405983, 93, 'Low Risk'),
(149810, 79, 19, '04:46.1', 37.09594528608182, 98.65252092286133, 117, 85, 22, 'Female', 90.44215329977533, 1.586598077441085, 0.061812628, 32, 35.92833126555579, 95.66666666666667, 'High Risk'),
(149811, 75, 12, '03:46.1', 37.219931900597025, 96.52304295056672, 113, 78, 39, 'Male', 73.72329356, 1.6573430440726642, 0.11126958341378129, 35, 26.839839172635088, 89.66666666666667, 'Low Risk'),
(149812, 80, 19, '02:46.1', 37.264077358061684, 97.15245925642168, 132, 80, 61, 'Female', 88.4150696, 1.9267710201026427, 0.080890295, 52, 23.815849757368728, 97.33333333333333, 'Low Risk'),
(149813, 92, 18, '01:46.1', 37.43275582712385, 95.67159375145864, 111, 75, 65, 'Male', 79.63917106018823, 1.904519577305174, 0.14757382791443746, 36, 21.956132770599886, 87, 'High Risk'),
(149814, 93, 13, '00:46.1', 36.65789923377859, 98.63386511045499, 138, 79, 26, 'Female', 54.20730324732561, 1.7672228770234581, 0.082751109, 59, 17.357019537206277, 98.66666666666666, 'High Risk'),
(149815, 75, 15, '59:46.1', 36.81276706716384, 98.42615876078604, 112, 80, 52, 'Female', 72.16125534, 1.6876378293502001, 0.091682231, 32, 25.336439047702363, 90.66666666666667, 'Low Risk'),
(149816, 61, 15, '58:46.1', 37.44841231715264, 98.55347415332912, 122, 85, 23, 'Male', 60.005128761905226, 1.9795399962826141, 0.13127186887809883, 37, 15.312983337795584, 97.33333333333333, 'High Risk'),
(149817, 69, 16, '57:46.1', 37.45837681586006, 97.45558855023526, 115, 84, 34, 'Male', 68.08764369936374, 1.6571644628000863, 0.054771900503930104, 31, 24.793456795805835, 94.33333333333333, 'Low Risk'),
(149818, 65, 18, '56:46.1', 37.03840491569492, 95.48117706545648, 113, 89, 20, 'Female', 85.95947907091997, 1.5201909624948144, 0.050132058, 24, 37.19610647860908, 97, 'High Risk'),
(149819, 92, 16, '55:46.1', 36.55692609790755, 97.78360363015246, 134, 88, 46, 'Female', 92.56839141008314, 1.589532745181725, 0.064021132, 46, 36.63732515537102, 103.33333333333333, 'High Risk'),
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(149995, 87, 13, '59:46.1', 36.98996584690332, 99.48870207465791, 120, 70, 67, 'Female', 95.63629484993896, 1.7111886365837117, 0.087152262, 50, 32.66081119969544, 86.66666666666666, 'High Risk'),
(149996, 85, 12, '58:46.1', 37.41856067238627, 97.47140523104615, 139, 77, 20, 'Male', 63.063193808691594, 1.7823163712980277, 0.081284196, 62, 19.852096108922492, 97.66666666666666, 'Low Risk'),
(149997, 71, 12, '57:46.1', 37.30173277993349, 96.50321339500228, 133, 88, 27, 'Male', 53.75930425039862, 1.6069661612639354, 0.09590948, 45, 20.818056174747728, 103, 'Low Risk'),
(149998, 66, 13, '56:46.1', 36.400319332495826, 97.77531907, 122, 71, 46, 'Female', 62.92928056385264, 1.7287620181962393, 0.077166382, 51, 21.05631369771196, 88, 'Low Risk'),
(149999, 87, 18, '55:46.1', 37.08849783184452, 98.72426386440377, 115, 89, 70, 'Female', 87.65167361807352, 1.7837147538378804, 0.14196652816551936, 26, 27.549226127563852, 97.66666666666667, 'Low Risk'),
(150000, 69, 17, '54:46.1', 37.42547596112654, 96.38419004364039, 129, 72, 34, 'Female', 93.55023831120826, 1.8806217266946326, 0.13055156705058935, 57, 26.450994171409988, 91, 'Low Risk'),
(150001, 89, 16, '53:46.1', 37.300160200243184, 99.38118788797745, 129, 72, 80, 'Female', 85.78405665, 1.5644237364410318, 0.11249422389295993, 57, 35.050788020145745, 91, 'High Risk'),
(150002, 65, 13, '52:46.1', 36.539597894436575, 96.89927992, 134, 78, 52, 'Female', 87.82108423840694, 1.8010479589692696, 0.054918341, 56, 27.073739105469514, 96.66666666666666, 'Low Risk'),
(150003, 82, 14, '51:46.1', 37.408414597430664, 98.36913343660325, 117, 76, 33, 'Female', 64.81102831713739, 1.6281851946213584, 0.1351116406328154, 41, 24.447885875329863, 89.66666666666667, 'Low Risk'),
(150004, 90, 16, '50:46.1', 36.26321940299201, 98.92824066633028, 118, 76, 63, 'Female', 68.07189044443487, 1.7332755708025283, 0.1325935017860096, 42, 22.65857427504657, 90, 'Low Risk'),
(150005, 65, 16, '49:46.1', 37.39049520102981, 95.94845809, 117, 85, 67, 'Male', 91.9850905, 1.504363953695396, 0.12551277840336056, 32, 40.64541878633784, 95.66666666666667, 'High Risk'),
(150006, 98, 16, '48:46.1', 36.83303454026072, 98.26494649867479, 131, 79, 47, 'Male', 51.35245847818462, 1.9374839458606412, 0.070445075, 52, 13.679965902841884, 96.33333333333333, 'High Risk'),
(150007, 98, 15, '47:46.1', 36.52032554413259, 97.22761416639398, 134, 84, 33, 'Male', 97.89711637526091, 1.9686698611434115, 0.13075718855268847, 50, 25.259463047760622, 100.66666666666666, 'High Risk'),
(150008, 62, 13, '46:46.1', 36.94948853064315, 96.73817556, 117, 86, 89, 'Male', 63.06740706331044, 1.5760615659266206, 0.1405676419503719, 31, 25.38976137002756, 96.33333333333333, 'Low Risk'),
(150009, 90, 12, '45:46.1', 36.65424284049765, 99.00910439831509, 122, 81, 56, 'Female', 83.31731579548935, 1.6549744270567128, 0.052006484327853125, 41, 30.419543699581304, 94.66666666666667, 'High Risk'),
(150010, 61, 12, '44:46.1', 36.59258195060993, 97.00829833379278, 112, 73, 67, 'Female', 75.29388536191158, 1.7547356819095734, 0.062282784, 39, 24.453233431452013, 86, 'Low Risk'),
(150011, 82, 17, '43:46.1', 36.58016937691018, 96.60344775041068, 139, 86, 61, 'Female', 91.91574803974956, 1.6636258947262639, 0.11590785828255755, 53, 33.21074229880911, 103.66666666666666, 'High Risk'),
(150012, 95, 15, '42:46.1', 36.85225080579251, 99.94822493260087, 119, 88, 28, 'Female', 57.25835833030469, 1.872446014120438, 0.069474354, 31, 16.33128214581599, 98.33333333333333, 'High Risk'),
(150013, 80, 13, '41:46.1', 37.241548845718256, 99.11488966612247, 115, 77, 43, 'Female', 67.61619049207651, 1.8078942070575938, 0.139129472, 38, 20.687340968163003, 89.66666666666667, 'Low Risk'),
(150014, 65, 14, '40:46.1', 37.22682349429469, 99.95249816524638, 113, 81, 48, 'Male', 94.92723820518933, 1.5137902293325234, 0.11727185313225344, 32, 41.424707467962286, 91.66666666666667, 'High Risk'),
(150015, 96, 12, '39:46.1', 36.372038639031636, 99.39551035472572, 110, 77, 18, 'Male', 99.58159603217544, 1.6996652691415555, 0.11799166074476992, 33, 34.47087299328154, 88, 'High Risk'),
(150016, 90, 17, '38:46.1', 36.44924077147431, 98.50036843, 111, 81, 51, 'Male', 65.99112225347488, 1.7149032604083616, 0.10047906395797274, 30, 22.439142781668988, 91, 'Low Risk'),
(150017, 71, 13, '37:46.1', 36.45654539, 97.35352569227494, 115, 84, 80, 'Female', 86.25495984, 1.7171477613910113, 0.11297090240601962, 31, 29.252887518962954, 94.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(150018, 94, 19, '36:46.1', 37.01052253978041, 99.89136080701851, 128, 78, 58, 'Female', 65.62609024347167, 1.6976193538664188, 0.1491122110794133, 50, 22.771723181805914, 94.66666666666666, 'High Risk'),
(150019, 95, 18, '35:46.1', 36.06566921, 97.83403530364218, 115, 72, 44, 'Male', 97.84136747051781, 1.7652722850289115, 0.11975283240275188, 43, 31.397792020728176, 86.33333333333333, 'High Risk'),
(150020, 70, 16, '34:46.1', 36.65997678603042, 96.09018248724517, 136, 77, 42, 'Female', 61.21268426409849, 1.8373725053930499, 0.074454502, 59, 18.13205375, 96.66666666666666, 'High Risk'),
(150021, 61, 15, '33:46.1', 36.66842707993866, 96.07979735804857, 139, 78, 66, 'Female', 86.95381777195257, 1.7191936697414163, 0.11101603025622178, 61, 29.41975475136705, 98.33333333333333, 'Low Risk'),
(150022, 97, 16, '32:46.1', 36.03166187316134, 95.07542757951335, 130, 84, 43, 'Female', 59.44828199420018, 1.7473463636742066, 0.095368725, 46, 19.470688433366952, 99.33333333333333, 'High Risk'),
(150023, 91, 15, '31:46.1', 37.29903092209088, 98.09899677, 123, 85, 40, 'Male', 88.61232780980973, 1.5335959652565045, 0.058284569829559096, 38, 37.67664567192027, 97.66666666666667, 'High Risk'),
(150024, 71, 16, '30:46.1', 37.21622871502591, 95.07826479696497, 113, 73, 32, 'Male', 74.52533431804414, 1.6813282843095105, 0.13306056717358272, 40, 26.363246777166086, 86.33333333333333, 'Low Risk'),
(150025, 83, 17, '29:46.1', 36.26164454288973, 99.52099087644102, 113, 71, 81, 'Female', 73.27933921134776, 1.8834500018708131, 0.080680225, 42, 20.65729029613321, 85, 'Low Risk'),
(150026, 82, 13, '28:46.1', 36.802904384746654, 97.82364510470829, 115, 79, 77, 'Male', 61.16285188977369, 1.7911747854920914, 0.11070501011044058, 36, 19.06390184952215, 91, 'Low Risk'),
(150027, 75, 13, '27:46.1', 36.047249725581864, 99.97544405048563, 113, 87, 27, 'Female', 80.69548676839203, 1.7251621971916553, 0.11978419285425575, 26, 27.11373702724032, 95.66666666666667, 'Low Risk'),
(150028, 65, 17, '26:46.1', 36.07266919224661, 99.99661185748175, 118, 72, 32, 'Male', 99.89898806, 1.8336108867373226, 0.07448747, 46, 29.713015623623775, 87.33333333333333, 'Low Risk'),
(150029, 86, 15, '25:46.1', 36.89199773032797, 97.15835441, 110, 80, 34, 'Female', 99.17261591592393, 1.823257129856879, 0.050614225, 30, 29.83293128844895, 90, 'Low Risk'),
(150030, 60, 16, '24:46.1', 36.59818016561407, 98.58432574990275, 115, 76, 22, 'Female', 60.08758325160752, 1.974127153, 0.14057413914923245, 39, 15.41822904050801, 89, 'High Risk'),
(150031, 83, 13, '23:46.1', 36.274642893483836, 98.23236501931878, 123, 71, 42, 'Male', 83.02870513898382, 1.5883732508715842, 0.095121686, 52, 32.909640309726306, 88.33333333333333, 'High Risk'),
(150032, 75, 14, '22:46.1', 37.228772877162605, 95.95349105375064, 133, 79, 32, 'Female', 64.38196816515277, 1.8786751650873899, 0.1178614693181712, 54, 18.24151314036689, 97, 'High Risk'),
(150033, 87, 14, '21:46.1', 37.31659086412012, 97.27019322661623, 112, 85, 71, 'Female', 60.77597992344691, 1.9977654129635618, 0.14531920568189977, 27, 15.228004271998724, 94, 'High Risk'),
(150034, 82, 16, '20:46.1', 37.46467520177398, 99.73891804812291, 137, 85, 58, 'Female', 87.91989099428821, 1.7908813097839114, 0.08704883, 52, 27.412808542540574, 102.33333333333333, 'Low Risk'),
(150035, 87, 19, '19:46.1', 36.726986548517914, 96.19532674955991, 129, 85, 85, 'Male', 55.83412342568121, 1.717848476877333, 0.054640354, 44, 18.920386070771848, 99.66666666666667, 'Low Risk'),
(150036, 88, 15, '18:46.1', 36.623990837389954, 97.08512959473882, 126, 85, 31, 'Female', 59.03959405206723, 1.8376367077605598, 0.056205167, 41, 17.483325676425142, 98.66666666666667, 'High Risk'),
(150037, 96, 13, '17:46.1', 37.15490297700929, 99.52376800356839, 115, 85, 45, 'Female', 62.46018637995142, 1.7416296762058292, 0.14180735935330907, 30, 20.59167349903756, 95, 'High Risk'),
(150038, 96, 12, '16:46.1', 36.20825969139366, 96.48174987640466, 135, 73, 58, 'Male', 96.78758763455266, 1.8742438111634496, 0.066612817, 62, 27.552911329866504, 93.66666666666666, 'High Risk'),
(150039, 87, 17, '15:46.1', 36.98888970245576, 98.45177597712694, 129, 89, 27, 'Male', 93.93383074995212, 1.747889959, 0.093360453, 40, 30.746370688389696, 102.33333333333333, 'High Risk'),
(150040, 77, 16, '14:46.1', 36.61996277249036, 96.52991787495127, 116, 70, 71, 'Male', 56.53871303111026, 1.994358898020122, 0.12073066489170006, 46, 14.214752038071056, 85.33333333333333, 'High Risk'),
(150041, 93, 19, '13:46.1', 37.28090922879833, 96.96688612019308, 139, 81, 51, 'Female', 51.88769608760969, 1.7873198399405599, 0.072542908, 58, 16.242760294106937, 100.33333333333333, 'High Risk'),
(150042, 73, 14, '12:46.1', 36.514599326734114, 96.18961519222908, 110, 80, 36, 'Female', 78.01911837270734, 1.613841672781993, 0.12421072027275122, 30, 29.955680307633866, 90, 'Low Risk'),
(150043, 65, 14, '11:46.1', 36.89996829259102, 95.20320216189005, 127, 80, 73, 'Female', 72.05274636, 1.7956987978130974, 0.053310894563834026, 47, 22.345164451084624, 95.66666666666667, 'Low Risk'),
(150044, 65, 16, '10:46.1', 37.38819939412638, 99.25378014, 138, 87, 76, 'Female', 63.03690057625221, 1.9209232888712584, 0.052397738, 51, 17.083419584832694, 104, 'High Risk'),
(150045, 69, 19, '09:46.1', 36.152686623733935, 99.47624517833249, 132, 74, 54, 'Male', 91.42773478122649, 1.8844678379376147, 0.066320586, 58, 25.74545077385411, 93.33333333333333, 'Low Risk'),
(150046, 61, 16, '08:46.1', 36.51840442467777, 98.61201480166511, 126, 87, 45, 'Female', 75.53060731, 1.6567918230341099, 0.077569191, 39, 27.516113473620315, 100, 'Low Risk'),
(150047, 76, 19, '07:46.1', 36.71674886385543, 97.89822179554672, 113, 73, 33, 'Male', 64.19891381108425, 1.5186301334022532, 0.053152766475622996, 40, 27.837078492565745, 86.33333333333333, 'Low Risk'),
(150048, 95, 16, '06:46.1', 37.42513583113034, 95.34958926084767, 132, 78, 25, 'Male', 90.02918130400752, 1.7358062321623429, 0.079474423, 54, 29.88001521019524, 96, 'High Risk'),
(150049, 63, 12, '05:46.1', 36.264876064414636, 98.50847645652058, 124, 76, 18, 'Female', 60.42641482099339, 1.7945788072186717, 0.06883214, 48, 18.762977523312767, 92, 'Low Risk'),
(150050, 96, 19, '04:46.1', 36.818903729573734, 98.30777196449709, 124, 82, 80, 'Female', 54.90932672179501, 1.5647528596514098, 0.096519295, 42, 22.42614422, 96, 'High Risk'),
(150051, 65, 18, '03:46.1', 37.196326859529805, 95.41481067979241, 132, 75, 38, 'Male', 50.30423201823096, 1.5896166789609891, 0.076785489, 57, 19.907636455691485, 94, 'Low Risk'),
(150052, 68, 18, '02:46.1', 37.096124697422866, 98.17851047945945, 127, 74, 24, 'Female', 93.48990341259392, 1.778374188695604, 0.10537975264435351, 53, 29.56095214070413, 91.66666666666666, 'Low Risk'),
(150053, 89, 18, '01:46.1', 36.56155470393981, 97.00299988443886, 128, 74, 29, 'Male', 98.47111655036613, 1.575229276698182, 0.14312548850071521, 54, 39.68453653204197, 92, 'High Risk'),
(150054, 83, 15, '00:46.1', 37.03800018994711, 95.14230362194915, 136, 81, 33, 'Male', 98.62993384362233, 1.7406631893923339, 0.13475604759325754, 55, 32.55211802191049, 99.33333333333333, 'High Risk'),
(150055, 73, 17, '59:46.1', 36.38212409522726, 95.78306831052198, 134, 72, 82, 'Female', 82.05214055255922, 1.5290119277487286, 0.094307892, 62, 35.09685234706927, 92.66666666666666, 'High Risk'),
(150056, 88, 14, '58:46.1', 36.83271155265778, 96.54720239157294, 123, 76, 26, 'Male', 93.42401978974556, 1.6207770683704295, 0.065323692, 47, 35.56411312802684, 91.66666666666667, 'High Risk'),
(150057, 84, 15, '57:46.1', 36.30338788824631, 99.14548677245332, 110, 81, 89, 'Male', 95.73276853, 1.944586329, 0.10186485085458462, 29, 25.31664561486839, 90.66666666666667, 'Low Risk'),
(150058, 99, 16, '56:46.1', 36.03172056874998, 99.87171387110872, 110, 82, 73, 'Male', 81.74386286272689, 1.811417897, 0.11900741439433689, 28, 24.912530774512447, 91.33333333333333, 'High Risk'),
(150059, 62, 18, '55:46.1', 36.21358307055424, 98.52100115544647, 127, 88, 50, 'Female', 52.046614339863524, 1.812125539298861, 0.094544409, 39, 15.84951296121013, 101, 'High Risk'),
(150060, 86, 17, '54:46.1', 36.31975393201882, 96.47449374777284, 114, 71, 70, 'Male', 85.88008380854407, 1.9155711182599033, 0.058375674, 43, 23.404313064947903, 85.33333333333333, 'Low Risk'),
(150061, 83, 12, '53:46.1', 37.15867006008041, 95.51197900406173, 126, 86, 53, 'Female', 85.30329911510327, 1.744889183470745, 0.1413602269154301, 40, 28.017548147886732, 99.33333333333333, 'Low Risk'),
(150062, 78, 19, '52:46.1', 37.166554797042664, 97.13714714602045, 137, 85, 52, 'Female', 83.32785078, 1.9833729284202077, 0.070500492, 52, 21.182705007456065, 102.33333333333333, 'Low Risk'),
(150063, 77, 12, '51:46.1', 36.35408260220859, 96.83446802126458, 134, 77, 22, 'Female', 67.86915998295117, 1.8179585227759127, 0.12939977284456922, 57, 20.535464607503783, 96, 'Low Risk'),
(150064, 63, 14, '50:46.1', 36.45557015307166, 99.78344416124484, 128, 76, 55, 'Female', 82.18212627029735, 1.9767591545107508, 0.13417505771952773, 52, 21.031480998129734, 93.33333333333333, 'Low Risk'),
(150065, 67, 13, '49:46.1', 37.03040097570197, 95.93399137792764, 113, 72, 35, 'Male', 57.24362925113942, 1.7188800719161685, 0.054131330704503614, 41, 19.374745530357398, 85.66666666666667, 'Low Risk'),
(150066, 97, 15, '48:46.1', 36.47930495204966, 99.92581710953307, 132, 70, 79, 'Female', 62.110299163541555, 1.898262981179796, 0.13987158634352553, 62, 17.23657066420999, 90.66666666666666, 'High Risk'),
(150067, 71, 17, '47:46.1', 36.90228642173246, 98.83602938, 123, 81, 25, 'Male', 55.48543033441828, 1.6471145696585507, 0.066601258, 42, 20.45179077206844, 95, 'Low Risk'),
(150068, 77, 14, '46:46.1', 36.14440550590317, 95.89067378349722, 133, 87, 89, 'Male', 99.94064809, 1.9422481634517348, 0.066912751, 46, 26.493096567015236, 102.33333333333333, 'Low Risk'),
(150069, 79, 17, '45:46.1', 36.81564680172033, 96.62275793607675, 123, 84, 75, 'Female', 91.99326284692121, 1.8976669586340276, 0.085691677, 39, 25.545595495286324, 97, 'Low Risk'),
(150070, 76, 17, '44:46.1', 36.154428385718994, 96.75535169767713, 128, 78, 19, 'Male', 92.09363254900508, 1.953517231032206, 0.052662185959747504, 50, 24.132099710708744, 94.66666666666666, 'Low Risk'),
(150071, 97, 15, '43:46.1', 36.782331284058806, 98.51280907796131, 130, 72, 51, 'Male', 85.67448788131726, 1.621543696, 0.07619489, 58, 32.583235287961394, 91.33333333333333, 'High Risk'),
(150072, 68, 18, '42:46.1', 37.05216857353139, 99.14796623, 139, 77, 25, 'Male', 75.90884238, 1.5491923592009678, 0.096819354, 62, 31.628724312258147, 97.66666666666666, 'High Risk'),
(150073, 67, 18, '41:46.1', 36.47049791553237, 97.66705387260981, 128, 75, 86, 'Male', 95.06146224, 1.8293164927826246, 0.11057544870927549, 53, 28.40709283277392, 92.66666666666666, 'Low Risk'),
(150074, 73, 12, '40:46.1', 36.04225439160339, 99.16091573780764, 127, 79, 21, 'Female', 64.73715540333598, 1.8202357507866214, 0.11518939619486392, 48, 19.538820013837384, 95, 'Low Risk'),
(150075, 81, 15, '39:46.1', 36.33734604396437, 96.40592684331543, 117, 72, 26, 'Male', 84.81811384434144, 1.9599415040009054, 0.076768029, 45, 22.0801689, 87, 'Low Risk'),
(150076, 83, 16, '38:46.1', 37.368893486687604, 96.25072576, 132, 85, 55, 'Male', 66.95120829917816, 1.755401742, 0.094445016, 47, 21.727280413011083, 100.66666666666667, 'Low Risk'),
(150077, 67, 14, '37:46.1', 36.62404170336667, 98.94004008731844, 124, 70, 23, 'Male', 66.86478431, 1.5268125496951563, 0.081287579, 54, 28.683094648530304, 88, 'Low Risk'),
(150078, 95, 16, '36:46.1', 36.32266192489495, 98.27915329135672, 111, 88, 49, 'Female', 59.719891302171355, 1.7119715004870706, 0.087273987, 23, 20.376329146971937, 95.66666666666667, 'High Risk'),
(150079, 78, 13, '35:46.1', 37.180791422959324, 99.34410068476208, 111, 74, 86, 'Female', 80.01933909806829, 1.6287805494434078, 0.066238503, 37, 30.162671984814093, 86.33333333333333, 'High Risk'),
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(150256, 90, 14, '38:46.1', 37.30286556476031, 97.61765362363481, 130, 75, 21, 'Male', 72.46773530174303, 1.801965961393996, 0.10672469607336477, 55, 22.31780729388449, 93.33333333333333, 'Low Risk'),
(150257, 98, 12, '37:46.1', 36.35163606541056, 99.07481470307752, 123, 82, 40, 'Female', 98.13345289, 1.993295020205793, 0.094533765, 41, 24.698689845138862, 95.66666666666667, 'High Risk'),
(150258, 87, 12, '36:46.1', 37.34098245921955, 95.21287886, 111, 70, 65, 'Male', 97.27607918041497, 1.958694926550393, 0.13507540454902264, 41, 25.355516444925033, 83.66666666666667, 'Low Risk'),
(150259, 63, 14, '35:46.1', 37.08347253094143, 95.80356300210538, 133, 89, 78, 'Female', 57.58758227557217, 1.948768807876712, 0.12110896127176697, 44, 15.16380553996713, 103.66666666666667, 'High Risk'),
(150260, 60, 18, '34:46.1', 36.428259925196144, 98.39685247, 116, 83, 56, 'Female', 82.19170011981298, 1.626285992424515, 0.10210619008011465, 33, 31.07664460307182, 94, 'High Risk'),
(150261, 67, 16, '33:46.1', 36.36794312904197, 99.97982007120436, 117, 87, 47, 'Female', 63.960789546774784, 1.9235982578432984, 0.051510231161167756, 30, 17.285624162385098, 97, 'High Risk'),
(150262, 91, 14, '32:46.1', 36.578441183372405, 98.88095056167627, 132, 75, 28, 'Male', 78.00317809580834, 1.5492134760464547, 0.051180282, 57, 32.50047927044856, 94, 'High Risk'),
(150263, 63, 19, '31:46.1', 36.849508170558515, 98.58367067, 133, 83, 52, 'Female', 80.96029753921177, 1.831678150222029, 0.1429134375720102, 50, 24.130913670413754, 99.66666666666666, 'Low Risk'),
(150264, 78, 14, '30:46.1', 36.937224228523995, 98.35263816391561, 121, 77, 37, 'Female', 55.93553809, 1.5251166821919524, 0.084759489, 44, 24.048150277751212, 91.66666666666667, 'Low Risk'),
(150265, 99, 15, '29:46.1', 36.19886217735991, 97.25244491, 137, 86, 87, 'Female', 53.992103580293374, 1.581407244896122, 0.13896086965604465, 51, 21.589510720574953, 103, 'High Risk'),
(150266, 90, 17, '28:46.1', 36.63929371575723, 97.28652615036229, 110, 72, 34, 'Male', 59.29228350675598, 1.8606402030984326, 0.057564833, 38, 17.12668757364311, 84.66666666666667, 'High Risk'),
(150267, 73, 15, '27:46.1', 36.83871162424161, 97.02218095082708, 131, 77, 75, 'Male', 83.14218627540151, 1.8750721082572985, 0.13011512816057025, 54, 23.64751409026262, 95, 'Low Risk'),
(150268, 93, 18, '26:46.1', 36.48157206806664, 95.13742228442781, 134, 76, 36, 'Male', 61.49129839509705, 1.8460761402422343, 0.1376384273879502, 58, 18.043236631314564, 95.33333333333333, 'High Risk'),
(150269, 73, 15, '25:46.1', 37.258741039287926, 97.66457139737565, 112, 89, 53, 'Female', 70.74049737059448, 1.8951185543361082, 0.14244530025868196, 23, 19.696784877849204, 96.66666666666667, 'Low Risk'),
(150270, 69, 13, '24:46.1', 36.47987223925761, 98.98045855, 120, 82, 82, 'Male', 66.25589338659154, 1.785845114932453, 0.08209614, 38, 20.77480394900167, 94.66666666666667, 'Low Risk'),
(150271, 87, 16, '23:46.1', 36.976310811959834, 98.36951758903201, 111, 71, 19, 'Male', 71.17218650525344, 1.5106513064001403, 0.13651211128086554, 40, 31.18759220502764, 84.33333333333333, 'High Risk'),
(150272, 74, 15, '22:46.1', 36.20723632754412, 97.98169865, 128, 84, 29, 'Male', 76.14380778594412, 1.924289769104182, 0.14068221002527392, 44, 20.563339674678428, 98.66666666666667, 'Low Risk'),
(150273, 61, 16, '21:46.1', 36.78058269154248, 96.52860190936367, 128, 79, 86, 'Male', 74.10605642868968, 1.5876037354163643, 0.1467193164139998, 49, 29.401499385611896, 95.33333333333333, 'Low Risk'),
(150274, 79, 15, '20:46.1', 36.24034336768403, 96.88121334, 117, 89, 26, 'Female', 54.89841054899221, 1.9010562229665737, 0.088934526, 28, 15.190422328337357, 98.33333333333333, 'High Risk'),
(150275, 67, 17, '19:46.1', 36.81443937937434, 97.13246506189222, 130, 87, 75, 'Male', 57.10303669096102, 1.5959461911791282, 0.053476447995481846, 43, 22.41933441083235, 101.33333333333333, 'Low Risk'),
(150276, 85, 18, '18:46.1', 37.18498194879553, 96.54491927, 134, 76, 37, 'Male', 62.4348028, 1.9615409784062836, 0.11709202294772354, 58, 16.226766005580668, 95.33333333333333, 'High Risk'),
(150277, 66, 14, '17:46.1', 37.12790857, 95.54624268830871, 110, 87, 39, 'Male', 94.88459900738833, 1.9117462415784041, 0.071643615, 23, 25.96182609341097, 94.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(150278, 65, 15, '16:46.1', 36.33620781190366, 99.76305397983774, 118, 70, 36, 'Female', 81.02260319071425, 1.566152044414748, 0.13871968847005428, 48, 33.03226463043815, 86, 'High Risk'),
(150279, 64, 13, '15:46.1', 36.62204086101429, 97.76543223, 119, 87, 38, 'Female', 88.41004248368523, 1.585774258288077, 0.074494623, 32, 35.15757175674146, 97.66666666666667, 'High Risk'),
(150280, 80, 14, '14:46.1', 37.33248988830493, 95.83423619294678, 132, 73, 53, 'Male', 87.14763762256258, 1.939145042338989, 0.054501058117770895, 59, 23.17581579504853, 92.66666666666666, 'Low Risk'),
(150281, 89, 17, '13:46.1', 36.380522094042476, 96.58923846280088, 122, 84, 39, 'Male', 74.13990617849898, 1.6092272640904113, 0.058871118, 38, 28.629731050331014, 96.66666666666667, 'Low Risk'),
(150282, 76, 14, '12:46.1', 37.03474001866198, 98.04259922095551, 136, 83, 37, 'Female', 75.59484684, 1.6583932361233327, 0.093828418, 53, 27.486355289116734, 100.66666666666666, 'Low Risk'),
(150283, 96, 15, '11:46.1', 37.328621475359775, 96.70671579420394, 136, 83, 79, 'Male', 81.60379066902397, 1.611064378513806, 0.10597855128374462, 53, 31.44014516, 100.66666666666666, 'High Risk'),
(150284, 63, 19, '10:46.1', 37.266762877192015, 99.89265719614734, 124, 78, 26, 'Male', 92.61553196584089, 1.7026354694628523, 0.1292773337599028, 46, 31.947764377521498, 93.33333333333333, 'High Risk'),
(150285, 96, 15, '09:46.1', 37.020455939176294, 96.15738763070637, 125, 78, 60, 'Male', 65.82217042064202, 1.602322032112721, 0.070601107, 47, 25.637317979094036, 93.66666666666667, 'High Risk'),
(150286, 64, 13, '08:46.1', 36.10635909, 98.41209075, 125, 75, 75, 'Female', 60.68799543673419, 1.9904356232350948, 0.082222393, 50, 15.31815716977347, 91.66666666666666, 'High Risk'),
(150287, 74, 19, '07:46.1', 36.29299010178222, 97.22220939929366, 134, 71, 36, 'Male', 97.59697191467436, 1.8060901951318584, 0.069400975, 63, 29.919716449642493, 92, 'Low Risk'),
(150288, 90, 19, '06:46.1', 37.216626700019596, 95.56021031838908, 121, 84, 28, 'Male', 61.92777882639525, 1.6789414931278084, 0.13640347468741545, 37, 21.96920688811607, 96.33333333333333, 'Low Risk'),
(150289, 81, 15, '05:46.1', 37.28262494613019, 95.08220448228676, 133, 71, 29, 'Male', 63.05853630296242, 1.8996269925484786, 0.099169977, 62, 17.47459913109616, 91.66666666666666, 'High Risk'),
(150290, 62, 12, '04:46.1', 36.91870261321019, 97.84371079284632, 132, 74, 60, 'Male', 62.02103597970651, 1.7621131052214976, 0.071856024, 58, 19.97429473841237, 93.33333333333333, 'Low Risk'),
(150291, 90, 19, '03:46.1', 36.612652605015285, 98.21015078653215, 137, 72, 25, 'Female', 92.08709755374181, 1.544041342005808, 0.067671618, 65, 38.62610670757772, 93.66666666666666, 'High Risk'),
(150292, 71, 14, '02:46.1', 36.877652864830296, 97.73496578470426, 125, 75, 20, 'Male', 92.63888088773041, 1.6775984302574947, 0.057955754, 50, 32.91677491710218, 91.66666666666666, 'High Risk'),
(150293, 69, 12, '01:46.1', 36.28695970366077, 95.3207649, 131, 88, 79, 'Male', 54.98283277758422, 1.6219592588367995, 0.058216439348605625, 43, 20.90004537769787, 102.33333333333333, 'Low Risk'),
(150294, 97, 18, '00:46.1', 36.34196162718381, 95.71735101663513, 116, 79, 22, 'Female', 72.28817873, 1.9248331092291044, 0.10413221399774589, 37, 19.51107157988556, 91.33333333333333, 'High Risk'),
(150295, 63, 13, '59:46.1', 36.566246234563486, 97.24294752559405, 111, 85, 64, 'Female', 64.93168262653178, 1.7112447681563157, 0.079542988, 26, 22.173405051141987, 93.66666666666667, 'Low Risk'),
(150296, 77, 17, '58:46.1', 36.37041591168951, 98.33680534029587, 123, 71, 29, 'Female', 81.08669521076567, 1.642839543913467, 0.051098619, 52, 30.044107317538778, 88.33333333333333, 'High Risk'),
(150297, 75, 18, '57:46.1', 37.15752654202596, 96.98390858934704, 125, 78, 88, 'Female', 79.02666495189827, 1.8914149661928812, 0.057064927, 47, 22.09021852566412, 93.66666666666667, 'Low Risk'),
(150298, 73, 14, '56:46.1', 37.39999103, 96.30111500038592, 133, 76, 87, 'Female', 71.10594583133178, 1.6076469718595399, 0.091710908, 57, 27.51215085, 95, 'Low Risk'),
(150299, 87, 15, '55:46.1', 36.20831738471207, 99.42761208, 133, 83, 81, 'Male', 50.748823200624976, 1.8735282747587032, 0.069202969, 50, 14.457908520832893, 99.66666666666666, 'High Risk'),
(150300, 93, 17, '54:46.1', 36.010359997646965, 95.05239444124233, 114, 86, 83, 'Female', 84.6648833, 1.8967615408066536, 0.12564002878887182, 28, 23.53302974137126, 95.33333333333333, 'High Risk'),
(150301, 69, 16, '53:46.1', 37.27810210413706, 97.80623027928492, 133, 80, 26, 'Female', 70.82230551521664, 1.8250260225923496, 0.10033165760198529, 53, 21.26336223811454, 97.66666666666666, 'Low Risk'),
(150302, 93, 16, '52:46.1', 36.504342270132106, 96.83040443163058, 112, 80, 35, 'Female', 83.63000639, 1.9673417884546938, 0.10569796885315044, 32, 21.607399221096237, 90.66666666666667, 'High Risk'),
(150303, 68, 15, '51:46.1', 37.066782696454396, 96.43666991289423, 138, 84, 87, 'Female', 56.77559899777154, 1.860571900939172, 0.090842417, 54, 16.400942622154368, 102, 'High Risk'),
(150304, 75, 14, '50:46.1', 36.08358229614789, 95.08091972334915, 118, 88, 30, 'Male', 91.64312928651997, 1.7981287517536513, 0.13642983331634229, 30, 28.343817279266318, 98, 'Low Risk'),
(150305, 77, 17, '49:46.1', 37.31220036584854, 99.05136789383111, 112, 75, 24, 'Female', 50.19996674836988, 1.9777104722973262, 0.1124885484397786, 37, 12.834471888447391, 87.33333333333333, 'High Risk'),
(150306, 67, 12, '48:46.1', 37.15208273466379, 97.26210458890937, 139, 78, 18, 'Female', 97.89322692667392, 1.9990309091375629, 0.075406555, 61, 24.497040838581928, 98.33333333333333, 'Low Risk'),
(150307, 77, 15, '47:46.1', 36.10369547536529, 95.11732556453289, 110, 76, 27, 'Female', 95.21584523906026, 1.5690692799360095, 0.059880727, 34, 38.67452494158682, 87.33333333333333, 'High Risk'),
(150308, 70, 15, '46:46.1', 36.66474931168287, 95.63128482977805, 125, 82, 83, 'Male', 57.615363868868876, 1.5286791792116392, 0.10341855587875584, 43, 24.655034129711673, 96.33333333333333, 'Low Risk'),
(150309, 93, 16, '45:46.1', 37.154782941423065, 98.79060216080306, 122, 89, 74, 'Male', 66.05153640815743, 1.8223617392535485, 0.095006161, 33, 19.88903658248533, 100, 'High Risk'),
(150310, 85, 19, '44:46.1', 36.67871839355447, 99.30720947494959, 121, 79, 63, 'Male', 78.65950442463642, 1.9163043501100665, 0.14272875919091393, 42, 21.42013654544186, 93, 'Low Risk'),
(150311, 63, 18, '43:46.1', 37.08511643014891, 96.17604309830223, 134, 84, 60, 'Female', 59.545125335232235, 1.9632411904169107, 0.083313939, 50, 15.448947562076139, 100.66666666666666, 'High Risk'),
(150312, 65, 16, '42:46.1', 36.129585349627085, 95.68233014466368, 130, 70, 74, 'Female', 76.98561732979655, 1.855707698866436, 0.14356524474329896, 60, 22.355812452321054, 90, 'Low Risk'),
(150313, 80, 15, '41:46.1', 36.908061661424625, 99.22875060106631, 123, 85, 80, 'Female', 83.68803636965106, 1.997646116773564, 0.1436900854988863, 38, 20.971344138286774, 97.66666666666667, 'Low Risk'),
(150314, 75, 16, '40:46.1', 36.550482437962046, 97.63677481, 130, 89, 34, 'Female', 79.91845057048104, 1.9262427866623915, 0.057387217, 41, 21.538973630334596, 102.66666666666667, 'Low Risk'),
(150315, 71, 14, '39:46.1', 36.32688685240385, 97.14274097919535, 124, 77, 88, 'Female', 97.95699802236248, 1.635097842914492, 0.099434772, 47, 36.639368193924476, 92.66666666666667, 'High Risk'),
(150316, 72, 19, '38:46.1', 37.15714158547959, 95.03302120806538, 133, 70, 75, 'Male', 95.68428554604152, 1.6835888863849267, 0.081671502, 63, 33.75736332192732, 91, 'High Risk'),
(150317, 75, 12, '37:46.1', 36.54934053481203, 96.50755754, 125, 88, 25, 'Female', 93.83726572518448, 1.8386095922802816, 0.063734325, 37, 27.758519639136214, 100.33333333333333, 'Low Risk'),
(150318, 73, 14, '36:46.1', 36.06707997675166, 99.99667424480134, 113, 86, 26, 'Female', 70.61152038947785, 1.5278384566300922, 0.12289171481923754, 27, 30.24967326916019, 95, 'High Risk'),
(150319, 94, 12, '35:46.1', 36.941753850910324, 95.76165435222617, 122, 73, 46, 'Male', 63.37828197693255, 1.5864220077234625, 0.1171204468544714, 49, 25.182741667755256, 89.33333333333333, 'High Risk'),
(150320, 60, 18, '34:46.1', 36.711658145369256, 99.99319888770395, 126, 89, 32, 'Female', 99.14288024304233, 1.6177345375656969, 0.079474011, 37, 37.88323138850817, 101.33333333333333, 'High Risk'),
(150321, 63, 12, '33:46.1', 37.09210232681228, 97.21089576, 127, 83, 53, 'Female', 73.01974763415197, 1.5222373422484305, 0.093030011, 44, 31.51197220039248, 97.66666666666667, 'High Risk'),
(150322, 97, 12, '32:46.1', 37.21219572839422, 96.38027733634448, 118, 86, 82, 'Male', 84.67990037194295, 1.977181633312385, 0.051822375819548884, 32, 21.661433979240662, 96.66666666666667, 'High Risk'),
(150323, 64, 17, '31:46.1', 37.30883019115747, 99.60104287501596, 132, 85, 38, 'Female', 74.35388182817773, 1.7464795180990953, 0.1185224115946662, 47, 24.37679770452909, 100.66666666666667, 'Low Risk'),
(150324, 84, 15, '30:46.1', 36.22897980364958, 97.88103765569653, 123, 83, 74, 'Male', 59.15235540679156, 1.5712525607758199, 0.10844640894348107, 40, 23.95962660816373, 96.33333333333333, 'Low Risk'),
(150325, 67, 19, '29:46.1', 37.475525794940474, 98.83293411663348, 124, 78, 49, 'Male', 52.808845313413336, 1.563354246442906, 0.08327451, 46, 21.606870863575338, 93.33333333333333, 'Low Risk'),
(150326, 89, 15, '28:46.1', 36.12941494208741, 97.23417623324926, 114, 81, 19, 'Male', 93.96521631092446, 1.775069916316361, 0.065415672, 33, 29.82196048954747, 92, 'Low Risk'),
(150327, 61, 19, '27:46.1', 36.37982722053183, 99.12454360256294, 118, 74, 83, 'Female', 68.84342278, 1.877722118, 0.11392492209938254, 44, 19.52539420039452, 88.66666666666667, 'Low Risk'),
(150328, 63, 19, '26:46.1', 36.650124610542655, 95.57670740567336, 120, 89, 34, 'Male', 71.26575072138411, 1.8641119288262198, 0.128082103, 31, 20.508641486418973, 99.33333333333333, 'Low Risk'),
(150329, 88, 13, '25:46.1', 37.013482088893205, 97.45137061217794, 110, 75, 25, 'Male', 65.38604548362528, 1.6438961500406926, 0.069915086, 35, 24.195595507089894, 86.66666666666667, 'Low Risk'),
(150330, 85, 12, '24:46.1', 37.232311467845854, 95.16723781, 138, 84, 56, 'Female', 68.06228513730181, 1.7566848507316044, 0.077860905, 54, 22.055596809842896, 102, 'Low Risk'),
(150331, 87, 17, '23:46.1', 37.15050580437732, 99.87319876034684, 118, 78, 70, 'Male', 61.37351848956964, 1.5975071019270963, 0.12563878385248917, 40, 24.048911636775873, 91.33333333333333, 'Low Risk'),
(150332, 77, 18, '22:46.1', 37.01456994893264, 99.53685201982356, 130, 75, 50, 'Male', 75.07623489445822, 1.974847598655594, 0.13417503219393884, 55, 19.250202925616602, 93.33333333333333, 'Low Risk'),
(150333, 61, 17, '21:46.1', 37.407442014075926, 95.96500243064344, 120, 82, 26, 'Female', 59.345169493041155, 1.8460006965461466, 0.12452617042772207, 38, 17.414926803749058, 94.66666666666667, 'High Risk'),
(150334, 83, 16, '20:46.1', 36.75778406065406, 97.33461058322301, 135, 73, 27, 'Male', 97.18764113666178, 1.8147029476676104, 0.05521243, 62, 29.512089009434646, 93.66666666666666, 'Low Risk'),
(150335, 90, 13, '19:46.1', 37.060353778979305, 97.55447840385743, 130, 73, 51, 'Female', 71.43909954759904, 1.6073655601812848, 0.051745757, 57, 27.650733361121265, 92, 'Low Risk'),
(150336, 96, 17, '18:46.1', 36.119625942941276, 96.29226207, 133, 79, 19, 'Female', 72.17961929086908, 1.5481106594293048, 0.1465714795597963, 54, 30.116922066896276, 97, 'High Risk'),
(150337, 92, 15, '17:46.1', 37.41587491841485, 96.44580716634538, 129, 75, 68, 'Female', 50.53328116, 1.8622729369479796, 0.1349961899631616, 54, 14.571049519782376, 93, 'High Risk'),
(150338, 91, 18, '16:46.1', 36.70633637931648, 99.85714933866268, 134, 72, 21, 'Male', 69.49216844534469, 1.631749189, 0.10636191237655822, 62, 26.099311601109118, 92.66666666666666, 'High Risk'),
(150339, 94, 16, '15:46.1', 36.12199109852954, 97.75778001636566, 139, 85, 44, 'Male', 68.06532065609923, 1.5914011217209247, 0.095904313, 54, 26.87612022394261, 103, 'High Risk'),
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(150516, 80, 16, '18:46.1', 36.38465947349657, 99.87262988266735, 110, 88, 88, 'Male', 66.35023584501943, 1.5147829692524695, 0.081974019, 22, 28.91622820690193, 95.33333333333333, 'Low Risk'),
(150517, 96, 12, '17:46.1', 36.379904385360256, 97.35144167399213, 122, 81, 57, 'Male', 98.23369552880303, 1.6744953597356567, 0.1454829471791207, 41, 35.034230713825025, 94.66666666666667, 'High Risk'),
(150518, 85, 12, '16:46.1', 37.25385521230293, 95.21428793, 113, 79, 83, 'Male', 93.42247573871394, 1.6953245012951599, 0.12335847077999613, 34, 32.50466503212838, 90.33333333333333, 'High Risk'),
(150519, 75, 13, '15:46.1', 36.499082319783035, 98.38625485921126, 116, 71, 50, 'Female', 74.54084011, 1.7964197661360863, 0.14413399514323588, 45, 23.09822636448468, 86, 'Low Risk'),
(150520, 88, 17, '14:46.1', 36.394156813241594, 95.64041821975722, 137, 83, 54, 'Male', 73.32672082769398, 1.5393292617349035, 0.087060507, 54, 30.94562179820362, 101, 'High Risk'),
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(150522, 80, 16, '12:46.1', 36.01505163, 97.69384793441957, 114, 75, 55, 'Female', 64.83228489384952, 1.632068220967652, 0.1296833237503756, 39, 24.339671410603515, 88, 'Low Risk'),
(150523, 73, 15, '11:46.1', 36.05096091837368, 96.30689291, 125, 70, 19, 'Male', 69.82769769472338, 1.9204508514650007, 0.13006574330738213, 55, 18.933082567134374, 88.33333333333333, 'Low Risk'),
(150524, 81, 17, '10:46.1', 36.63171587180251, 95.56010740078862, 116, 76, 55, 'Female', 61.28294029415025, 1.719374170458929, 0.12349580613730228, 40, 20.72997592574857, 89.33333333333333, 'Low Risk'),
(150525, 78, 16, '09:46.1', 36.35315155221041, 98.04223253, 126, 86, 21, 'Female', 66.54476827802605, 1.8602332311575989, 0.11728877052093746, 40, 19.229992746985733, 99.33333333333333, 'Low Risk'),
(150526, 93, 15, '08:46.1', 37.267043, 98.65397098444161, 129, 87, 66, 'Male', 62.89400665, 1.8249078127412492, 0.064148754, 42, 18.88545277042445, 101, 'High Risk'),
(150527, 84, 18, '07:46.1', 36.81235769860293, 96.34525856146115, 138, 88, 21, 'Female', 99.45043072860327, 1.9901678546369856, 0.064058091, 50, 25.108874965179787, 104.66666666666666, 'Low Risk'),
(150528, 87, 19, '06:46.1', 36.42903636627505, 99.68038882293119, 132, 73, 41, 'Female', 85.82741552485939, 1.8111753303570128, 0.09214562, 59, 26.16405460338429, 92.66666666666666, 'Low Risk'),
(150529, 66, 15, '05:46.1', 36.12115230700471, 95.33602022005108, 137, 75, 37, 'Female', 93.13972248441881, 1.9757280123001046, 0.086921719, 62, 23.860559590794356, 95.66666666666666, 'Low Risk'),
(150530, 66, 16, '04:46.1', 36.662945374454864, 97.88335579406987, 138, 73, 53, 'Male', 87.42980820870181, 1.6629166000100173, 0.053349692, 65, 31.616849239689635, 94.66666666666666, 'High Risk'),
(150531, 96, 15, '03:46.1', 36.71227568853393, 97.23721166, 118, 86, 84, 'Male', 67.06916393376417, 1.8648490062939687, 0.096904942, 32, 19.285706166102088, 96.66666666666667, 'High Risk'),
(150532, 94, 12, '02:46.1', 37.29230717109338, 96.35391254894017, 128, 82, 50, 'Female', 84.43516969093758, 1.5466699412301297, 0.1260885511930781, 46, 35.29621124, 97.33333333333333, 'High Risk'),
(150533, 62, 18, '01:46.1', 36.27047001301891, 98.98626211434807, 120, 73, 88, 'Female', 79.99059245379762, 1.8881757139262945, 0.122798117, 47, 22.43644776793998, 88.66666666666667, 'Low Risk'),
(150534, 93, 15, '00:46.1', 37.337727715950855, 96.38833982890795, 139, 88, 21, 'Male', 88.16998911387351, 1.5901262877261697, 0.11651150662896399, 51, 34.87045004565731, 105, 'High Risk'),
(150535, 65, 17, '59:46.1', 36.04847217814994, 99.35068874490004, 135, 87, 52, 'Male', 75.88836363, 1.5036566555022346, 0.089403858, 48, 33.56431795337673, 103, 'High Risk'),
(150536, 93, 13, '58:46.1', 36.34852853266951, 99.83688408082457, 134, 88, 26, 'Male', 68.68318580105694, 1.8121038568471128, 0.085211979, 46, 20.91627108448344, 103.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(150538, 62, 15, '56:46.1', 36.66485379759141, 97.08963628758235, 126, 89, 21, 'Male', 50.46512030299972, 1.6450971162584156, 0.1395760177027457, 37, 18.646968223825702, 101.33333333333333, 'Low Risk'),
(150539, 66, 14, '55:46.1', 36.37607710512076, 97.50995251269431, 125, 77, 31, 'Male', 67.46733057121844, 1.536808548302382, 0.13962497694369153, 48, 28.566299945073624, 93, 'Low Risk'),
(150540, 98, 15, '54:46.1', 36.405435225567345, 95.43065372095094, 126, 82, 64, 'Female', 99.09583491341316, 1.8901345280273825, 0.072665158, 44, 27.73766954010968, 96.66666666666667, 'High Risk'),
(150541, 64, 19, '53:46.1', 36.11835261578618, 97.85671294, 132, 77, 51, 'Female', 62.05171741995572, 1.640034395655051, 0.065501553, 55, 23.070015870543042, 95.33333333333333, 'Low Risk'),
(150542, 90, 13, '52:46.1', 37.28913589198723, 98.66931384385026, 115, 84, 45, 'Male', 82.73844381207616, 1.6362883443660579, 0.072701837, 31, 30.90207729938135, 94.33333333333333, 'High Risk'),
(150543, 84, 13, '51:46.1', 36.04437227275851, 95.40192437977728, 121, 75, 36, 'Female', 74.51798574814799, 1.9987643640927177, 0.08394743, 46, 18.65253706193745, 90.33333333333333, 'Low Risk'),
(150544, 76, 15, '50:46.1', 36.49884454757185, 95.08291905409969, 120, 78, 76, 'Female', 83.30015869588549, 1.982312126218478, 0.1395871320691959, 42, 21.198335117468485, 92, 'Low Risk'),
(150545, 83, 14, '49:46.1', 37.00317597546001, 99.59677653464585, 138, 85, 59, 'Male', 95.17571051798024, 1.912129402185511, 0.096795514, 53, 26.031042939029575, 102.66666666666666, 'Low Risk'),
(150546, 96, 15, '48:46.1', 37.48146290700603, 98.73026766236426, 135, 78, 76, 'Male', 54.06532760373952, 1.751727226353652, 0.095666947, 57, 17.61918755997821, 97, 'High Risk'),
(150547, 94, 16, '47:46.1', 37.196659162874944, 99.53944428218684, 118, 82, 25, 'Female', 67.51537508736129, 1.7253988252587995, 0.098719575, 36, 22.678988914935484, 94, 'High Risk'),
(150548, 79, 16, '46:46.1', 36.854821376892325, 99.11268055459769, 118, 77, 74, 'Female', 74.96964868320673, 1.7331514173851108, 0.11138253484734731, 41, 24.95815412895943, 90.66666666666667, 'Low Risk'),
(150549, 86, 19, '45:46.1', 36.64284195363012, 98.99335257026033, 137, 80, 74, 'Male', 88.51392215807597, 1.8416945476242752, 0.14528864002372344, 57, 26.096146427110128, 99, 'Low Risk'),
(150550, 85, 15, '44:46.1', 36.46870047479447, 98.68667117161412, 115, 74, 61, 'Male', 74.51224408, 1.718847436222155, 0.06735147, 41, 25.220458743099513, 87.66666666666667, 'Low Risk'),
(150551, 83, 17, '43:46.1', 36.832084368282594, 95.89726427570693, 127, 76, 82, 'Female', 75.59130956312524, 1.6099807273761508, 0.1375368548074067, 51, 29.162886979022296, 93, 'Low Risk'),
(150552, 65, 18, '42:46.1', 36.87164137185572, 96.08267681410315, 127, 83, 78, 'Male', 88.72543845805326, 1.6916489795803817, 0.12044662919953547, 44, 31.004708458681446, 97.66666666666667, 'High Risk'),
(150553, 99, 17, '41:46.1', 37.21062709294011, 98.42451459, 121, 73, 78, 'Male', 82.14590988097316, 1.5668899455749579, 0.077604522, 48, 33.45869182559039, 89, 'High Risk'),
(150554, 74, 17, '40:46.1', 36.26201562043347, 97.59666855253742, 134, 74, 24, 'Male', 84.20225025601025, 1.6417798803415589, 0.071960819, 60, 31.238763814078627, 94, 'High Risk'),
(150555, 83, 13, '39:46.1', 36.229496036017245, 97.81869544299335, 120, 72, 49, 'Male', 58.53617488157304, 1.879945456598886, 0.091083742, 48, 16.56280318718367, 88, 'High Risk'),
(150556, 99, 18, '38:46.1', 36.07055518270284, 95.64273536763467, 126, 87, 65, 'Female', 78.56863137769834, 1.7655916151313904, 0.1395360844519593, 39, 25.203953673848666, 100, 'High Risk'),
(150557, 61, 13, '37:46.1', 37.28431303, 99.22042191748824, 114, 80, 53, 'Male', 56.86808901, 1.924435939194901, 0.081301609, 34, 15.355420604510304, 91.33333333333333, 'High Risk'),
(150558, 92, 17, '36:46.1', 37.499796697949336, 97.89433092663941, 138, 81, 86, 'Female', 89.29637628, 1.7257697661143443, 0.1078200970524215, 57, 29.982519352749254, 100, 'High Risk'),
(150559, 62, 15, '35:46.1', 36.5195379, 98.55103936017566, 117, 79, 52, 'Female', 54.99181809668915, 1.6968814984004956, 0.1212992286461622, 38, 19.09831487586141, 91.66666666666667, 'Low Risk'),
(150560, 74, 17, '34:46.1', 36.835709790063206, 97.80619672306321, 136, 71, 60, 'Female', 59.83372570017257, 1.534447192470754, 0.1360056734969528, 65, 25.412193425294454, 92.66666666666666, 'Low Risk'),
(150561, 78, 12, '33:46.1', 36.222673801023134, 95.69281019415577, 135, 76, 21, 'Female', 55.60163326474709, 1.788088577902057, 0.061431691, 59, 17.39039677908418, 95.66666666666666, 'High Risk'),
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(150563, 77, 15, '31:46.1', 36.56471335796555, 97.22731378250788, 136, 84, 51, 'Female', 61.50254134744663, 1.9878953206208587, 0.11696737118453354, 52, 15.563455878214649, 101.33333333333333, 'High Risk'),
(150564, 71, 15, '30:46.1', 36.59462402980136, 96.76187228368276, 127, 83, 39, 'Female', 76.82565763, 1.983882671838098, 0.060012762588652784, 44, 19.519753018589192, 97.66666666666667, 'Low Risk'),
(150565, 81, 19, '29:46.1', 36.82414848956794, 97.79325106903445, 118, 81, 89, 'Male', 50.91042648, 1.7897364612158115, 0.10133365412099041, 37, 15.893830001529437, 93.33333333333333, 'High Risk'),
(150566, 89, 12, '28:46.1', 36.56388206905926, 95.75924375822365, 123, 83, 87, 'Male', 93.41125981214154, 1.8539990425088377, 0.06008967, 40, 27.175667380010243, 96.33333333333333, 'Low Risk'),
(150567, 88, 15, '27:46.1', 36.643504032316265, 97.61978697391046, 116, 77, 69, 'Female', 50.251022725072026, 1.5619998541742843, 0.055972762, 39, 20.596002083648273, 90, 'Low Risk'),
(150568, 77, 14, '26:46.1', 36.35397457140215, 96.14158252592676, 131, 89, 46, 'Male', 73.66978329465208, 1.7452137458382428, 0.10160581181485556, 42, 24.18756460785975, 103, 'Low Risk'),
(150569, 74, 19, '25:46.1', 36.875233412257046, 95.53476874481554, 115, 88, 76, 'Male', 85.23974821, 1.8640598080224482, 0.081955731, 27, 24.531407863968553, 97, 'Low Risk'),
(150570, 64, 16, '24:46.1', 37.49863597962877, 99.05375887906636, 136, 74, 56, 'Male', 55.035276951873385, 1.6699807850071418, 0.14880231232853677, 62, 19.734140142613928, 94.66666666666666, 'Low Risk'),
(150571, 85, 12, '23:46.1', 36.47864176470487, 96.26045601, 135, 81, 71, 'Male', 65.97656774895519, 1.713864917282274, 0.13962836749926666, 54, 22.461385469968388, 99, 'Low Risk'),
(150572, 99, 14, '22:46.1', 36.03561881579593, 97.24968401102677, 131, 74, 27, 'Male', 99.21187221087956, 1.868612899467162, 0.10200976163511438, 57, 28.413514805578068, 93, 'High Risk'),
(150573, 70, 12, '21:46.1', 36.05786164770106, 99.45915951, 128, 78, 32, 'Male', 53.709652004440095, 1.8449385824861144, 0.10214840117959333, 50, 15.77932830222265, 94.66666666666666, 'High Risk'),
(150574, 95, 12, '20:46.1', 36.58103516502353, 97.85133221345666, 110, 80, 28, 'Female', 74.27355731970272, 1.510840526261696, 0.080142527, 30, 32.538458425835294, 90, 'High Risk'),
(150575, 66, 12, '19:46.1', 37.48103890515649, 96.66635955344145, 116, 79, 60, 'Male', 79.31423994598734, 1.621591601706051, 0.13157422092174864, 37, 30.16255965803301, 91.33333333333333, 'High Risk'),
(150576, 84, 16, '18:46.1', 37.052227526579664, 96.19682991397192, 134, 80, 22, 'Female', 93.10368231673941, 1.5392282481062365, 0.14459354361381532, 54, 39.29712768598486, 98, 'High Risk'),
(150577, 85, 14, '17:46.1', 36.85792082311069, 98.04148463761166, 132, 85, 33, 'Female', 94.29726090768725, 1.786096476103842, 0.14285592121094326, 47, 29.558966855207355, 100.66666666666667, 'Low Risk'),
(150578, 77, 15, '16:46.1', 36.61032102975298, 99.16642035261737, 123, 78, 34, 'Female', 75.85945003225535, 1.8439583171068525, 0.11531420730799269, 45, 22.310406881695464, 93, 'Low Risk'),
(150579, 64, 14, '15:46.1', 37.26531031945615, 98.39515360246054, 135, 78, 79, 'Female', 56.476031989471856, 1.8322230402040405, 0.076344789, 57, 16.82315690011685, 97, 'High Risk'),
(150580, 97, 13, '14:46.1', 37.497437194337195, 99.75387999528522, 116, 82, 27, 'Male', 72.91986290370005, 1.7136856057506376, 0.064013073, 34, 24.830390279233075, 93.33333333333333, 'High Risk'),
(150581, 78, 19, '13:46.1', 36.67428519980788, 97.89503942320897, 114, 79, 41, 'Female', 70.15840109424549, 1.870699304775982, 0.055908003, 35, 20.048030448152073, 90.66666666666667, 'Low Risk'),
(150582, 71, 13, '12:46.1', 36.42955671161483, 96.74106562184295, 110, 77, 24, 'Male', 65.92299240034295, 1.5423496793504907, 0.098722983, 33, 27.712213597563167, 88, 'Low Risk'),
(150583, 91, 19, '11:46.1', 36.860917395520964, 97.93577689198717, 137, 88, 30, 'Male', 70.45034694633962, 1.9129782416779897, 0.10217566202663958, 49, 19.25143358900002, 104.33333333333333, 'High Risk'),
(150584, 72, 12, '10:46.1', 36.77909987641346, 97.06007418939862, 127, 71, 75, 'Male', 75.97973445522346, 1.9153656087230604, 0.12617261512058564, 56, 20.71068202900352, 89.66666666666666, 'Low Risk'),
(150585, 88, 12, '09:46.1', 36.971198660169144, 96.58510977887842, 125, 81, 31, 'Female', 78.64581026229212, 1.8618289190662702, 0.052974403, 44, 22.68799133785946, 95.66666666666667, 'Low Risk'),
(150586, 67, 18, '08:46.1', 36.254536077298745, 99.44117158, 112, 75, 18, 'Male', 93.20998765115627, 1.8794176213822384, 0.06094413, 37, 26.38857031012445, 87.33333333333333, 'Low Risk'),
(150587, 91, 18, '07:46.1', 37.25422896208368, 99.05249610120698, 119, 78, 21, 'Male', 62.78742348077978, 1.5868618076494032, 0.10875250675682097, 41, 24.93414303172942, 91.66666666666667, 'High Risk'),
(150588, 89, 12, '06:46.1', 37.30918908877712, 96.59752698, 111, 73, 30, 'Male', 54.71489037, 1.8822581393799793, 0.091247216, 38, 15.44355096869206, 85.66666666666667, 'High Risk'),
(150589, 92, 17, '05:46.1', 36.51245264557884, 95.23444464152426, 124, 78, 28, 'Male', 57.43986744464572, 1.6422066121447711, 0.12089026018787788, 46, 21.29893244829937, 93.33333333333333, 'High Risk'),
(150590, 90, 13, '04:46.1', 36.96331845528505, 95.83707926236171, 120, 79, 50, 'Male', 70.24241424326878, 1.7194249410447497, 0.11870116389931482, 41, 23.759264139143166, 92.66666666666667, 'Low Risk'),
(150591, 84, 12, '03:46.1', 36.42479238478263, 96.26330038588048, 134, 80, 30, 'Male', 51.92989586846117, 1.5853705438613157, 0.098852057, 54, 20.66121620092404, 98, 'Low Risk'),
(150592, 62, 18, '02:46.1', 37.395773930558825, 95.37146596414911, 116, 80, 46, 'Female', 60.80062676750424, 1.8466732533061612, 0.1406570082490723, 36, 17.829039131638275, 92, 'High Risk'),
(150593, 61, 17, '01:46.1', 36.15233502908556, 96.12827379342544, 114, 81, 77, 'Male', 98.31827984582819, 1.5266444143316602, 0.095387551, 33, 42.185041967711854, 92, 'High Risk'),
(150594, 79, 19, '00:46.1', 36.133133054165526, 98.64156345391865, 114, 78, 80, 'Male', 84.32088440476375, 1.7364250283952867, 0.12436705435843068, 36, 27.965531578944496, 90, 'Low Risk'),
(150595, 83, 17, '59:46.1', 36.815734285761806, 97.62355775661143, 130, 71, 67, 'Male', 83.33045458008878, 1.6347429599046097, 0.093018689, 59, 31.18205975907119, 90.66666666666666, 'High Risk'),
(150596, 83, 19, '58:46.1', 36.23356165703502, 99.70068678212216, 129, 81, 72, 'Female', 89.46622269, 1.8381895797511905, 0.096249228, 48, 26.477592984577758, 97, 'Low Risk'),
(150597, 91, 14, '57:46.1', 36.31106320238594, 98.12570268607514, 115, 81, 20, 'Female', 50.996239700029314, 1.568735228472626, 0.062571935, 34, 20.722342855027488, 92.33333333333333, 'High Risk'),
(150598, 94, 14, '56:46.1', 37.03598288241575, 99.37357703549515, 110, 72, 55, 'Female', 66.83269457, 1.5917413467613988, 0.10326594539823696, 38, 26.37812829924153, 84.66666666666667, 'High Risk'),
(150599, 88, 13, '55:46.1', 36.95486085075975, 95.82678653314845, 135, 75, 32, 'Female', 96.05145170826515, 1.6661923844314928, 0.14301985567529496, 60, 34.598210993433945, 95, 'High Risk'),
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(150776, 88, 12, '58:46.1', 36.74635468244205, 96.1907257, 131, 87, 66, 'Female', 93.67168781197059, 1.9789577885943266, 0.12477816119005503, 44, 23.918574009192643, 101.66666666666667, 'Low Risk'),
(150777, 65, 17, '57:46.1', 36.37563479, 97.72361969505779, 112, 75, 69, 'Female', 85.45056644280479, 1.8266454118273268, 0.095403025, 37, 25.609815238358216, 87.33333333333333, 'Low Risk'),
(150778, 73, 17, '56:46.1', 36.59037695606043, 99.06117825584276, 116, 72, 56, 'Male', 78.75370515, 1.6509089379504391, 0.10541808585871337, 44, 28.89513698769316, 86.66666666666667, 'Low Risk'),
(150779, 79, 15, '55:46.1', 36.084818922387555, 98.73095216508132, 133, 84, 37, 'Female', 68.37132160981218, 1.673709867552607, 0.078297854, 49, 24.406956195639673, 100.33333333333333, 'Low Risk'),
(150780, 72, 18, '54:46.1', 36.74117510513892, 96.70769369452074, 121, 81, 62, 'Male', 94.15057382572475, 1.9525783261638088, 0.11841276024586993, 40, 24.69483010824978, 94.33333333333333, 'Low Risk'),
(150781, 87, 12, '53:46.1', 36.06488846551781, 97.81563961281033, 124, 70, 46, 'Male', 61.68646936094205, 1.881988729883068, 0.1074215762857196, 54, 17.416299212146992, 88, 'High Risk'),
(150782, 73, 18, '52:46.1', 36.09185895693659, 96.98075132533214, 111, 84, 89, 'Male', 62.63887962, 1.7709773427450126, 0.1422176964265267, 27, 19.971835078894287, 93, 'Low Risk'),
(150783, 98, 16, '51:46.1', 36.090053892958245, 97.05204736868806, 112, 75, 30, 'Female', 92.98898691507029, 1.5340894698324405, 0.097250665, 37, 39.51210237895148, 87.33333333333333, 'High Risk'),
(150784, 81, 12, '50:46.1', 36.04435106981857, 99.13067368323043, 111, 73, 83, 'Female', 87.92382013755793, 1.6711387530025277, 0.076873857, 38, 31.48339283304828, 85.66666666666667, 'High Risk'),
(150785, 93, 19, '49:46.1', 37.027501529843484, 97.98700720464781, 119, 88, 70, 'Female', 64.10993708380333, 1.729528682306555, 0.10761671437107734, 31, 21.432351006317695, 98.33333333333333, 'High Risk'),
(150786, 98, 13, '48:46.1', 37.12108261937202, 96.62840972080151, 124, 74, 62, 'Female', 83.55243942, 1.7024592046957152, 0.13972901817698596, 50, 28.827415408038387, 90.66666666666666, 'High Risk'),
(150787, 62, 14, '47:46.1', 36.48549575812891, 98.31792798313306, 111, 82, 28, 'Female', 70.71612108961747, 1.8003544014643316, 0.1255972185954499, 29, 21.81737122204775, 91.66666666666667, 'Low Risk'),
(150788, 87, 12, '46:46.1', 36.59382778467189, 98.52810045236149, 124, 81, 35, 'Male', 50.65907150945281, 1.6756428959880119, 0.10385402257945901, 43, 18.04239914780706, 95.33333333333333, 'High Risk'),
(150789, 89, 17, '45:46.1', 36.24551987393274, 96.07865428492462, 120, 83, 42, 'Male', 89.76555573282366, 1.9889053110566741, 0.11096357653989872, 37, 22.692456362249057, 95.33333333333333, 'Low Risk'),
(150790, 95, 15, '44:46.1', 36.61961357640605, 98.14569374408244, 113, 83, 60, 'Female', 92.12387966272837, 1.7702408705095696, 0.10412102967145596, 30, 29.397303270910417, 93, 'High Risk'),
(150791, 66, 15, '43:46.1', 37.30217923497123, 99.37935765588645, 134, 88, 75, 'Female', 70.71285448447583, 1.857233494022288, 0.081852875, 46, 20.500542522724977, 103.33333333333333, 'Low Risk'),
(150792, 97, 13, '42:46.1', 37.35329207, 98.90787646056866, 110, 73, 67, 'Female', 78.11035020414944, 1.7960596187560436, 0.064663152, 37, 24.21403064393822, 85.33333333333333, 'High Risk'),
(150793, 75, 16, '41:46.1', 36.37379516397828, 97.38980241410094, 137, 70, 58, 'Female', 97.29243879635918, 1.6326315206964124, 0.083620927, 67, 36.500829638596365, 92.33333333333333, 'High Risk'),
(150794, 79, 15, '40:46.1', 36.977803012392606, 97.94762937689195, 139, 83, 43, 'Male', 52.569265166320974, 1.5857114926295952, 0.13909999321975694, 56, 20.90660715491911, 101.66666666666666, 'Low Risk'),
(150795, 76, 19, '39:46.1', 37.17555025797788, 97.00306496252915, 111, 78, 21, 'Female', 63.233887070645785, 1.7974432120964752, 0.13323768612754833, 33, 19.572194489014468, 89, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(150796, 61, 18, '38:46.1', 37.22169657451473, 97.09663644, 130, 71, 28, 'Female', 81.45158343, 1.8517776313153989, 0.091241604, 59, 23.75318570261421, 90.66666666666666, 'Low Risk'),
(150797, 95, 19, '37:46.1', 36.08962392726326, 99.00450510835523, 117, 72, 39, 'Female', 73.87966964435574, 1.860521074, 0.11136780543514715, 45, 21.34301442075983, 87, 'High Risk'),
(150798, 97, 17, '36:46.1', 37.02873223420989, 98.52676627093997, 111, 79, 84, 'Male', 91.78807530154428, 1.841494412848499, 0.11386503820192008, 32, 27.067332142967572, 89.66666666666667, 'High Risk'),
(150799, 63, 19, '35:46.1', 36.00186279320572, 99.67957294757112, 122, 81, 29, 'Male', 52.24281804581144, 1.858806536012246, 0.090796543, 41, 15.120223596590739, 94.66666666666667, 'High Risk'),
(150800, 90, 15, '34:46.1', 36.71861116133924, 99.03785270818973, 130, 84, 73, 'Male', 63.54961676227987, 1.6506330841261976, 0.09374661, 46, 23.324473258581573, 99.33333333333333, 'Low Risk'),
(150801, 89, 14, '33:46.1', 37.034635272964024, 99.59960163304817, 110, 75, 78, 'Male', 85.63463310851188, 1.6068069763745263, 0.092257206, 35, 33.16820921, 86.66666666666667, 'High Risk'),
(150802, 81, 12, '32:46.1', 36.43312001788949, 99.81328945, 128, 81, 51, 'Female', 64.04692694393103, 1.5604366052654504, 0.090842634, 47, 26.30304557017257, 96.66666666666667, 'Low Risk'),
(150803, 77, 12, '31:46.1', 36.816625361239424, 98.73147308023647, 110, 79, 65, 'Female', 88.76064897399098, 1.9836101329629372, 0.058391339, 31, 22.55837607656033, 89.33333333333333, 'Low Risk'),
(150804, 93, 17, '30:46.1', 36.24052254145164, 98.59674454395716, 115, 80, 19, 'Male', 55.131770676091904, 1.8783699691896902, 0.099388058, 35, 15.625706711198907, 91.66666666666667, 'High Risk'),
(150805, 93, 19, '29:46.1', 36.93950055948459, 95.34051490835031, 133, 88, 70, 'Male', 93.03981443866532, 1.9753245757365132, 0.09930009, 45, 23.84470213112085, 103, 'High Risk'),
(150806, 78, 15, '28:46.1', 36.11730447060653, 95.89124733080475, 115, 76, 73, 'Male', 96.53414193, 1.7764038405413944, 0.12571566147535906, 39, 30.591271871941654, 89, 'High Risk'),
(150807, 67, 18, '27:46.1', 36.21860492352633, 97.84479896310306, 129, 81, 63, 'Female', 52.18324623143101, 1.8925317749767092, 0.11983805451488012, 48, 14.569502843232964, 97, 'High Risk'),
(150808, 77, 17, '26:46.1', 37.03304682128971, 95.69145700878033, 120, 83, 31, 'Male', 52.35524139574965, 1.7460112868065387, 0.1338242794284265, 37, 17.173787020969808, 95.33333333333333, 'High Risk'),
(150809, 78, 12, '25:46.1', 37.02326168079012, 97.67542284550767, 134, 84, 52, 'Male', 50.437967211633364, 1.6639788277792957, 0.13380264123465252, 50, 18.216376039505057, 100.66666666666666, 'High Risk'),
(150810, 93, 16, '24:46.1', 37.16182509499738, 97.81332767790325, 116, 75, 63, 'Female', 93.72974579799386, 1.9182776621166746, 0.072620182, 41, 25.47149876922199, 88.66666666666667, 'High Risk'),
(150811, 61, 15, '23:46.1', 36.10290093266207, 98.14755997, 130, 86, 82, 'Female', 54.07181095399166, 1.8679447961273425, 0.097783656, 44, 15.496828989148025, 100.66666666666667, 'High Risk'),
(150812, 94, 15, '22:46.1', 36.63776960947005, 96.04800878029177, 134, 74, 71, 'Female', 83.17520810267672, 1.6103087882204694, 0.092675898, 60, 32.075657682856466, 94, 'High Risk'),
(150813, 84, 18, '21:46.1', 36.37810722480318, 99.04442605995055, 136, 88, 56, 'Female', 77.94617096003452, 1.5115765473035427, 0.052045536529138736, 48, 34.11414535607195, 104, 'High Risk'),
(150814, 67, 15, '20:46.1', 36.20983601608804, 99.65747921663264, 121, 75, 19, 'Female', 97.32922682152035, 1.6214694314045115, 0.084626189, 46, 37.01909029263465, 90.33333333333333, 'High Risk'),
(150815, 66, 13, '19:46.1', 36.00178630944558, 95.27981749, 110, 80, 57, 'Female', 88.85296324704116, 1.670105458802091, 0.10620567741295134, 30, 31.85547791650876, 90, 'High Risk'),
(150816, 71, 16, '18:46.1', 36.92020769882305, 99.11193861532836, 131, 78, 65, 'Female', 83.74237271724226, 1.9123757995941988, 0.11603598991573098, 53, 22.898064975023868, 95.66666666666666, 'Low Risk'),
(150817, 97, 18, '17:46.1', 36.459658990120914, 96.25449557336881, 139, 81, 50, 'Female', 69.23587092430961, 1.785035624133071, 0.06754586, 58, 21.72888212778236, 100.33333333333333, 'High Risk'),
(150818, 73, 19, '16:46.1', 36.56327050575069, 96.05567674838828, 135, 88, 21, 'Male', 90.67861517580269, 1.6025180719598577, 0.11293392061919996, 47, 35.310104864699596, 103.66666666666667, 'High Risk'),
(150819, 79, 16, '15:46.1', 36.550494111310876, 98.40597463773612, 132, 88, 63, 'Female', 88.13492430342139, 1.9938652231839813, 0.12877706791253085, 44, 22.169527589493928, 102.66666666666667, 'Low Risk'),
(150820, 98, 19, '14:46.1', 37.115642601759504, 98.27065393365895, 117, 84, 71, 'Male', 80.26197714688557, 1.873055141315338, 0.072051236, 33, 22.877508641676403, 95, 'High Risk'),
(150821, 88, 13, '13:46.1', 36.95518549987577, 96.05727483192253, 131, 79, 58, 'Female', 93.01696592, 1.9247553592318447, 0.095667793, 52, 25.107940700471495, 96.33333333333333, 'Low Risk'),
(150822, 83, 13, '12:46.1', 36.78422155, 96.78028176737736, 112, 73, 76, 'Female', 87.59712927778284, 1.5589347203846242, 0.11734705564673911, 39, 36.044085760698046, 86, 'High Risk'),
(150823, 68, 17, '11:46.1', 36.39740458112014, 99.24061074328687, 123, 78, 59, 'Female', 98.12909353779374, 1.975339408, 0.1027666131597281, 45, 25.148629974381166, 93, 'Low Risk'),
(150824, 78, 17, '10:46.1', 37.31255757881978, 97.99834023783286, 112, 81, 83, 'Male', 60.11215180005773, 1.709684953451756, 0.054686639, 31, 20.565065414217095, 91.33333333333333, 'Low Risk'),
(150825, 96, 19, '09:46.1', 36.11499502777331, 98.79066219439831, 130, 77, 29, 'Female', 98.17701526678815, 1.6793338256851356, 0.13070644896155437, 53, 34.81254334, 94.66666666666666, 'High Risk'),
(150826, 97, 12, '08:46.1', 36.84738315654158, 96.96670958019023, 120, 84, 22, 'Male', 84.77512457141367, 1.6130962344322586, 0.099057629, 36, 32.57976008205994, 96, 'High Risk'),
(150827, 70, 16, '07:46.1', 36.59586262041018, 97.55922067831787, 121, 83, 25, 'Female', 85.84097442593024, 1.5684411540231382, 0.10271235207064972, 38, 34.89459648596745, 95.66666666666667, 'High Risk'),
(150828, 71, 15, '06:46.1', 36.32010488821065, 96.54902903412112, 117, 81, 83, 'Male', 82.18449972, 1.7560118699307539, 0.13947794803663305, 36, 26.65232014654338, 93, 'Low Risk'),
(150829, 96, 19, '05:46.1', 36.24698294631498, 95.89577242826584, 136, 71, 51, 'Female', 51.68150270875677, 1.7474843803562308, 0.13934450284446326, 65, 16.924214762915845, 92.66666666666666, 'High Risk'),
(150830, 98, 17, '04:46.1', 37.26305895, 97.93164372196331, 132, 75, 88, 'Female', 72.81038411764987, 1.8765442425049987, 0.075005643, 57, 20.67643717307941, 94, 'High Risk'),
(150831, 63, 14, '03:46.1', 36.74683413974835, 99.31530422966757, 138, 88, 69, 'Female', 95.47592702348122, 1.9501857949099686, 0.098667186, 50, 25.103941048646476, 104.66666666666666, 'Low Risk'),
(150832, 69, 14, '02:46.1', 36.67959803780254, 99.25170065, 134, 79, 56, 'Male', 75.37929432519591, 1.6450986188488481, 0.094064257, 55, 27.852757110445744, 97.33333333333333, 'Low Risk'),
(150833, 82, 14, '01:46.1', 36.9633512, 96.08149924414533, 134, 85, 81, 'Male', 69.80079288007707, 1.836082752925241, 0.12098282296748294, 49, 20.705029501660977, 101.33333333333333, 'Low Risk'),
(150834, 87, 16, '00:46.1', 36.385381994670226, 95.93264875606148, 131, 76, 55, 'Male', 85.01101152, 1.9972820767148942, 0.072852192, 55, 21.31063419242725, 94.33333333333333, 'Low Risk'),
(150835, 76, 13, '59:46.1', 36.22472370642437, 97.23731871179857, 123, 71, 78, 'Female', 64.25091656079219, 1.5827165619036787, 0.10551815976905318, 52, 25.649153315653464, 88.33333333333333, 'Low Risk'),
(150836, 91, 12, '58:46.1', 36.12233822623677, 98.66294961962467, 127, 76, 63, 'Female', 78.32550567661964, 1.557427739373307, 0.084078249, 51, 32.291438793915795, 93, 'High Risk'),
(150837, 97, 13, '57:46.1', 37.435335520342754, 97.54279330223459, 123, 87, 46, 'Male', 88.97508408, 1.693876803656372, 0.1306619287843927, 36, 31.01021416444137, 99, 'High Risk'),
(150838, 85, 13, '56:46.1', 37.007747948574774, 95.89623913, 136, 80, 39, 'Female', 84.97469873, 1.9723386256840456, 0.14343614903127866, 56, 21.843723660107965, 98.66666666666666, 'Low Risk'),
(150839, 96, 17, '55:46.1', 36.336553608361555, 98.11004437, 139, 81, 75, 'Female', 92.34328439468123, 1.7294955319056304, 0.078576131, 58, 30.872118204212953, 100.33333333333333, 'High Risk'),
(150840, 80, 13, '54:46.1', 37.29741880111989, 98.75421298111041, 116, 86, 68, 'Female', 96.65332285103085, 1.637300934727005, 0.08150094, 30, 36.05452428720251, 96, 'High Risk'),
(150841, 85, 18, '53:46.1', 36.82325745848423, 99.92006682281163, 111, 87, 66, 'Female', 79.35140234542045, 1.8196991026705047, 0.10405927005184443, 24, 23.963786651130036, 95, 'Low Risk'),
(150842, 94, 12, '52:46.1', 36.33149554582639, 95.03805849451562, 123, 72, 23, 'Female', 53.79100188699324, 1.5023261282503748, 0.12550917865302608, 51, 23.833136060299914, 89, 'High Risk'),
(150843, 94, 13, '51:46.1', 36.261558274097126, 96.68641520080372, 139, 77, 64, 'Male', 66.18215898372227, 1.9582231864604176, 0.093735949, 62, 17.259036747521026, 97.66666666666666, 'High Risk'),
(150844, 78, 12, '50:46.1', 37.24998662635023, 98.92943087576839, 121, 74, 45, 'Male', 75.12804549216534, 1.5389761900458292, 0.054294654, 47, 31.72037324828954, 89.66666666666667, 'High Risk'),
(150845, 80, 12, '49:46.1', 36.52801349, 95.67416400632422, 111, 83, 79, 'Male', 68.15207038749104, 1.8691589048759554, 0.11869549943028156, 28, 19.506825796230203, 92.33333333333333, 'Low Risk'),
(150846, 93, 17, '48:46.1', 36.99140525164795, 97.09977678553747, 113, 87, 69, 'Male', 98.12518307230313, 1.8145042774874593, 0.097175428, 26, 29.803309121313486, 95.66666666666667, 'High Risk'),
(150847, 72, 16, '47:46.1', 36.69272178707234, 98.86049102595842, 116, 75, 83, 'Male', 99.28798885273156, 1.916681631, 0.10208487946599082, 41, 27.026932212530298, 88.66666666666667, 'Low Risk'),
(150848, 80, 15, '46:46.1', 36.34579920140665, 98.18828858262704, 110, 71, 31, 'Male', 85.44826957949053, 1.7528126072400685, 0.054821012, 39, 27.812004801365454, 84, 'Low Risk'),
(150849, 64, 15, '45:46.1', 37.31796576700714, 98.98137404500928, 123, 83, 44, 'Female', 52.07689322950852, 1.710946013706704, 0.13673019517786694, 40, 17.78985691146778, 96.33333333333333, 'High Risk'),
(150850, 61, 15, '44:46.1', 37.19510056978155, 95.32189513639204, 133, 82, 48, 'Male', 91.60697485219282, 1.6217671391985937, 0.13938493241303623, 51, 34.82984557442963, 99, 'High Risk'),
(150851, 98, 15, '43:46.1', 37.03909446, 95.22902388463943, 136, 87, 37, 'Male', 53.448849573117144, 1.720172590321095, 0.080280618, 49, 18.063184400055647, 103.33333333333333, 'High Risk'),
(150852, 92, 16, '42:46.1', 36.290151149846025, 96.05915895986234, 129, 74, 63, 'Male', 59.270601465013414, 1.654237789007213, 0.12083094756586192, 55, 21.659252254899677, 92.33333333333333, 'High Risk'),
(150853, 64, 13, '41:46.1', 37.499303678792174, 99.43108244468712, 128, 81, 87, 'Female', 57.078397205999906, 1.5130852467706482, 0.10838825409372313, 47, 24.931302943335442, 96.66666666666667, 'Low Risk'),
(150854, 61, 18, '40:46.1', 36.65470654055021, 97.02485534490296, 122, 76, 73, 'Female', 61.314202607095986, 1.8552904230052856, 0.080756625, 46, 17.813008662764734, 91.33333333333333, 'High Risk'),
(150855, 78, 14, '39:46.1', 37.15943879411209, 98.44731824491924, 114, 85, 71, 'Male', 65.97196250833649, 1.7521870097177374, 0.1456495354463066, 29, 21.488123480280507, 94.66666666666667, 'Low Risk'),
(150856, 67, 14, '38:46.1', 36.251615588067935, 95.07510687, 113, 81, 51, 'Male', 64.00080359868272, 1.8818556604872847, 0.084466967, 32, 18.07227421564514, 91.66666666666667, 'High Risk'),
(150857, 93, 14, '37:46.1', 36.99169192817445, 99.46295742373616, 125, 80, 55, 'Male', 92.63311826166527, 1.7681145659477413, 0.12264048863261784, 45, 29.63094346442109, 95, 'High Risk'),
(150858, 96, 12, '36:46.1', 36.17713304, 96.67160563991978, 112, 86, 35, 'Female', 71.54607735023723, 1.5380809447634567, 0.14678838816853132, 26, 30.243179302087174, 94.66666666666667, 'High Risk'),
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(151034, 67, 16, '40:46.1', 36.86609666916661, 99.03997486239216, 131, 70, 79, 'Female', 62.14542018234195, 1.742858673312473, 0.13166481384622009, 61, 20.459018012018806, 90.33333333333333, 'Low Risk'),
(151035, 61, 19, '39:46.1', 36.592700272591244, 96.54050876176042, 113, 86, 84, 'Male', 86.62015917682282, 1.8153217668682826, 0.10679341884089141, 27, 26.28522792105979, 95, 'Low Risk'),
(151036, 98, 16, '38:46.1', 36.997262400648474, 96.77820864965476, 125, 75, 26, 'Male', 60.44536115304483, 1.8890755717359309, 0.081528448, 50, 16.938085184404144, 91.66666666666666, 'High Risk'),
(151037, 65, 12, '37:46.1', 37.451963794203905, 97.73785432520383, 127, 84, 69, 'Male', 65.02277664403724, 1.9269161772341745, 0.057816306444556466, 43, 17.512166004600434, 98.33333333333333, 'High Risk'),
(151038, 92, 16, '36:46.1', 36.18063470276393, 95.69830690653139, 116, 75, 50, 'Female', 66.27678147893366, 1.8128546217815127, 0.14799887396880732, 41, 20.166728609449628, 88.66666666666667, 'High Risk'),
(151039, 98, 13, '35:46.1', 36.00276320086781, 96.40067626425287, 128, 76, 24, 'Female', 74.16677800631876, 1.5380260338706768, 0.0763815, 52, 31.353212003333617, 93.33333333333333, 'High Risk'),
(151040, 94, 14, '34:46.1', 37.06717519978852, 95.66363088212148, 122, 86, 82, 'Male', 69.56698136101393, 1.512933344940814, 0.07336061, 36, 30.392300130960546, 98, 'High Risk'),
(151041, 64, 13, '33:46.1', 37.28575922, 95.53774691430407, 117, 84, 64, 'Female', 79.88501598087721, 1.8957637335253474, 0.12457996024034962, 33, 22.22782171467311, 95, 'Low Risk'),
(151042, 84, 16, '32:46.1', 36.29230113634089, 99.55451754123696, 122, 78, 39, 'Male', 99.66347380948217, 1.9479490208004542, 0.065863736, 44, 26.265208143909128, 92.66666666666667, 'Low Risk'),
(151043, 94, 12, '31:46.1', 36.314277909768194, 96.08534449115045, 130, 82, 86, 'Female', 55.17926925060911, 1.670800474947862, 0.14620237392808505, 48, 19.766362905638466, 98, 'High Risk'),
(151044, 68, 17, '30:46.1', 36.447755789122795, 98.63258372587919, 136, 72, 82, 'Female', 55.32693917459067, 1.5134334253905244, 0.061046226828916944, 64, 24.15516462344052, 93.33333333333333, 'Low Risk'),
(151045, 68, 15, '29:46.1', 36.45483156189275, 96.37906466565944, 136, 89, 43, 'Male', 82.08660384113979, 1.945253426275396, 0.11121215122527497, 47, 21.693014680592523, 104.66666666666667, 'Low Risk'),
(151046, 70, 12, '28:46.1', 36.90675091337444, 97.23957538396017, 129, 89, 37, 'Female', 91.65019450261269, 1.5673532260221368, 0.10580037649394555, 40, 37.307798865384584, 102.33333333333333, 'High Risk'),
(151047, 69, 18, '27:46.1', 36.07504781608386, 96.71700687266826, 114, 80, 73, 'Male', 82.43244011289487, 1.8945974668344439, 0.095939004, 34, 22.964883740569523, 91.33333333333333, 'Low Risk'),
(151048, 93, 15, '26:46.1', 36.27976703730774, 95.63071147, 111, 86, 71, 'Female', 74.90079675, 1.5508200781540613, 0.091695068, 25, 31.143226711573618, 94.33333333333333, 'High Risk'),
(151049, 96, 18, '25:46.1', 36.31836888723387, 98.54355624446434, 131, 79, 71, 'Female', 61.364667583139195, 1.8555961806606582, 0.11449160667742757, 52, 17.821795093961036, 96.33333333333333, 'High Risk'),
(151050, 75, 14, '24:46.1', 37.196154875583176, 97.63781030242853, 121, 73, 41, 'Female', 88.35610632490979, 1.7709529142602765, 0.12721693505262854, 48, 28.172315301362477, 89, 'Low Risk'),
(151051, 61, 16, '23:46.1', 36.38229385107613, 98.85023882177056, 132, 81, 34, 'Male', 97.31952742526124, 1.9817505511803957, 0.12944036028358558, 51, 24.780040740608825, 98, 'Low Risk'),
(151052, 77, 18, '22:46.1', 36.41237050330609, 96.18033577477081, 139, 71, 66, 'Female', 95.43917715174595, 1.831348385287271, 0.12122468648964119, 68, 28.456713835940437, 93.66666666666666, 'Low Risk'),
(151053, 91, 18, '21:46.1', 37.35634384292316, 97.50683256048202, 118, 77, 51, 'Male', 72.38304981074845, 1.6529613423527674, 0.052239386628502506, 41, 26.49180100092086, 90.66666666666667, 'High Risk'),
(151054, 89, 18, '20:46.1', 37.468374903015935, 98.48274209317957, 120, 73, 19, 'Female', 50.54457622077994, 1.6228289564646259, 0.12547789376655133, 47, 19.19239012770313, 88.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(151056, 70, 14, '18:46.1', 36.51249463004472, 97.37883298896435, 110, 71, 51, 'Male', 76.36671511087323, 1.8883679204510337, 0.11950816442445901, 39, 21.41563133144082, 84, 'Low Risk'),
(151057, 85, 17, '17:46.1', 36.63393312689423, 96.32437031, 110, 81, 44, 'Male', 77.53466821839177, 1.8072902743602453, 0.085013451, 29, 23.737780507127425, 90.66666666666667, 'Low Risk'),
(151058, 86, 16, '16:46.1', 36.02428367318118, 98.61706311843302, 123, 75, 68, 'Female', 71.28578788296691, 1.8806265025026452, 0.058047514, 48, 20.155698339985605, 91, 'Low Risk'),
(151059, 73, 17, '15:46.1', 37.45689062098032, 97.84253121018874, 129, 75, 70, 'Male', 80.05750118, 1.7155677836151546, 0.081245754, 54, 27.201087422079002, 93, 'Low Risk'),
(151060, 67, 15, '14:46.1', 36.10397967410487, 95.2851617, 131, 83, 64, 'Female', 91.75350397, 1.5772707052067312, 0.11535643007716444, 48, 36.88163658, 99, 'High Risk'),
(151061, 82, 14, '13:46.1', 36.17354385367815, 97.26192719990681, 127, 85, 72, 'Male', 95.88476665584123, 1.9194696777522142, 0.1333434817462943, 42, 26.02478222039056, 99, 'Low Risk'),
(151062, 98, 12, '12:46.1', 37.38165968891157, 95.80189506, 122, 85, 29, 'Female', 89.62895546, 1.8658203037992929, 0.067549688, 37, 25.745937204355627, 97.33333333333333, 'High Risk'),
(151063, 60, 13, '11:46.1', 37.39942924849548, 97.38304215, 113, 81, 42, 'Female', 60.662362198177874, 1.9037789552780198, 0.055734202504444164, 32, 16.73733367479196, 91.66666666666667, 'High Risk'),
(151064, 85, 19, '10:46.1', 37.29736541849194, 97.03024641223689, 115, 79, 49, 'Female', 65.54659844699361, 1.784897190186593, 0.14289645181518082, 36, 20.574237416741397, 91, 'Low Risk'),
(151065, 65, 19, '09:46.1', 37.441593143425706, 99.84768662141137, 118, 75, 53, 'Female', 64.38518300526128, 1.5400148467744632, 0.11440382613094954, 43, 27.147892384331332, 89.33333333333333, 'Low Risk'),
(151066, 61, 13, '08:46.1', 36.87599656976262, 99.51109016, 120, 77, 74, 'Male', 82.20276760756067, 1.9408174170991965, 0.1344345833151327, 43, 21.823131909183328, 91.33333333333333, 'Low Risk'),
(151067, 69, 14, '07:46.1', 36.044114880376235, 99.68011517701555, 134, 78, 81, 'Male', 87.75195021083405, 1.8358179646781227, 0.12552733913636033, 56, 26.037395879597902, 96.66666666666666, 'Low Risk'),
(151068, 74, 18, '06:46.1', 36.267575090488265, 98.31945269089269, 118, 70, 79, 'Female', 60.090687620639116, 1.645565541238258, 0.050894582, 48, 22.190996489089514, 86, 'Low Risk'),
(151069, 80, 13, '05:46.1', 36.644362716307505, 97.39396813, 122, 79, 80, 'Female', 73.9775655, 1.8633526605266022, 0.11053836687760703, 43, 21.306392322184045, 93.33333333333333, 'Low Risk'),
(151070, 90, 12, '04:46.1', 36.13953313960616, 96.48944461552166, 138, 86, 67, 'Female', 66.45324926918208, 1.7652092684908682, 0.091589487, 52, 21.326707996046476, 103.33333333333333, 'Low Risk'),
(151071, 69, 18, '03:46.1', 37.40026607423958, 95.57065889574355, 118, 75, 24, 'Female', 90.76678335619403, 1.7164643712773882, 0.05785416, 43, 30.807563944143194, 89.33333333333333, 'High Risk'),
(151072, 77, 17, '02:46.1', 37.20124734462537, 96.81266442, 115, 84, 19, 'Female', 84.54533002808333, 1.5605772836249048, 0.07371584, 31, 34.71515127191716, 94.33333333333333, 'High Risk'),
(151073, 86, 18, '01:46.1', 36.90788639785027, 95.93268087324422, 130, 81, 59, 'Male', 70.45083970511962, 1.7008740124838204, 0.088966875, 49, 24.35240638682101, 97.33333333333333, 'Low Risk'),
(151074, 79, 15, '00:46.1', 37.48021500353676, 96.17809676205637, 132, 74, 26, 'Female', 93.19047831107831, 1.5712973323587267, 0.1337007963637384, 58, 37.744597144828894, 93.33333333333333, 'High Risk'),
(151075, 82, 17, '59:46.1', 36.682184837462195, 95.56115163878589, 136, 89, 44, 'Female', 67.59518083821604, 1.8045780912189826, 0.06749425, 47, 20.75698987010423, 104.66666666666667, 'Low Risk'),
(151076, 95, 13, '58:46.1', 36.85811776823683, 98.35675363347343, 116, 81, 18, 'Male', 68.08736571499729, 1.7564053351116014, 0.084543918, 35, 22.070747208893803, 92.66666666666667, 'High Risk'),
(151077, 69, 18, '57:46.1', 36.65425829152713, 99.12459300483142, 124, 84, 83, 'Female', 72.44047645465756, 1.7633952689664867, 0.090642443, 40, 23.296032071280784, 97.33333333333333, 'Low Risk'),
(151078, 75, 12, '56:46.1', 36.60984548089345, 98.53360414, 116, 77, 34, 'Female', 97.81741944391344, 1.9553713140626685, 0.14907274328273998, 39, 25.583368243490742, 90, 'Low Risk'),
(151079, 62, 19, '55:46.1', 36.35010355841173, 95.65939239011207, 139, 89, 82, 'Male', 50.094463661710925, 1.949233695241695, 0.062589942, 50, 13.184446760348258, 105.66666666666666, 'High Risk'),
(151080, 93, 13, '54:46.1', 36.377833832634416, 96.79234144, 132, 88, 49, 'Male', 65.22656591926234, 1.953435688614593, 0.082620447, 44, 17.093314308911637, 102.66666666666667, 'High Risk'),
(151081, 80, 19, '53:46.1', 37.39517393123295, 98.58637894590129, 139, 71, 27, 'Female', 76.59026862, 1.9865777366573345, 0.12147365372850173, 68, 19.407181369523858, 93.66666666666666, 'Low Risk'),
(151082, 67, 19, '52:46.1', 36.45094604191429, 95.78750980816443, 132, 88, 66, 'Female', 63.56247433765983, 1.6824872865067242, 0.1248732130792919, 44, 22.454180657612017, 102.66666666666667, 'Low Risk'),
(151083, 82, 13, '51:46.1', 36.75971188376521, 99.72724125726285, 117, 70, 60, 'Female', 71.51270089273358, 1.9723960718810056, 0.087480847, 47, 18.382091472848497, 85.66666666666667, 'High Risk'),
(151084, 86, 19, '50:46.1', 37.32112629, 97.89469441740353, 125, 85, 78, 'Female', 53.39585498766954, 1.8250058534275355, 0.08361572, 40, 16.03167948061392, 98.33333333333333, 'High Risk'),
(151085, 68, 12, '49:46.1', 37.24088597536054, 98.88971644006311, 121, 89, 81, 'Male', 77.32375961041286, 1.6350920778376552, 0.10549699662568489, 32, 28.922014085978457, 99.66666666666667, 'Low Risk'),
(151086, 79, 16, '48:46.1', 37.331710930182076, 95.79651959226462, 132, 80, 40, 'Female', 77.27501424988438, 1.995787504114094, 0.13807383941453788, 52, 19.400391566553363, 97.33333333333333, 'Low Risk'),
(151087, 85, 17, '47:46.1', 36.92453780040693, 95.75223961306212, 115, 76, 52, 'Male', 66.82092504140851, 1.9137244985967574, 0.080923532, 39, 18.245410984897852, 89, 'High Risk'),
(151088, 63, 14, '46:46.1', 36.91222592330626, 99.21972844389666, 122, 87, 69, 'Male', 99.08429534, 1.746719441576251, 0.094196623, 35, 32.47569970333967, 98.66666666666667, 'High Risk'),
(151089, 84, 12, '45:46.1', 37.26443914672973, 96.75756531409668, 112, 72, 53, 'Male', 99.55981409837885, 1.7306552657453569, 0.065381326, 40, 33.24014738758752, 85.33333333333333, 'High Risk'),
(151090, 65, 15, '44:46.1', 37.40333044907674, 97.83302872673407, 131, 85, 89, 'Female', 63.251256464726055, 1.9802770303344883, 0.1341076055093215, 46, 16.12936452066165, 100.33333333333333, 'High Risk'),
(151091, 70, 18, '43:46.1', 36.06429833258936, 99.83730097233155, 122, 72, 88, 'Female', 76.66802954254682, 1.8907517082407588, 0.10498966409294433, 50, 21.44595047027828, 88.66666666666666, 'Low Risk'),
(151092, 88, 17, '42:46.1', 36.0678376, 97.71434533451976, 120, 86, 71, 'Male', 67.96337012, 1.5038351604799647, 0.11039283207183831, 34, 30.052073122760223, 97.33333333333333, 'High Risk'),
(151093, 88, 17, '41:46.1', 36.64118467960737, 96.37174826402357, 119, 74, 26, 'Female', 73.40735454431064, 1.7794165796862245, 0.065714964, 45, 23.183783241308927, 89, 'Low Risk'),
(151094, 63, 13, '40:46.1', 36.08185693809165, 99.09112185740277, 138, 89, 24, 'Male', 75.93173277667823, 1.6884044211843006, 0.090713493, 49, 26.636082370733032, 105.33333333333333, 'Low Risk'),
(151095, 90, 17, '39:46.1', 37.20414334252089, 98.58432112363174, 125, 82, 66, 'Male', 54.65898821, 1.630273562110437, 0.1289081681725598, 43, 20.56556364, 96.33333333333333, 'Low Risk'),
(151096, 75, 17, '38:46.1', 36.20373112331831, 98.33136377, 112, 73, 50, 'Male', 57.296567048259625, 1.8093472171932485, 0.14190281751142791, 39, 17.501882674512206, 86, 'High Risk'),
(151097, 99, 15, '37:46.1', 36.080457386377454, 96.51836450558483, 139, 83, 63, 'Male', 98.53022204, 1.5690143059344086, 0.0830203, 56, 40.023554394400115, 101.66666666666666, 'High Risk'),
(151098, 87, 15, '36:46.1', 36.8049192, 99.52205321750999, 116, 73, 52, 'Female', 52.147223118884725, 1.5050743832200097, 0.10178679981935229, 43, 23.020526857480256, 87.33333333333333, 'Low Risk'),
(151099, 86, 14, '35:46.1', 37.16538253490908, 98.38286312076082, 139, 73, 25, 'Female', 88.39695944199192, 1.8781293933601666, 0.071273358, 66, 25.06030243093538, 95, 'Low Risk'),
(151100, 90, 12, '34:46.1', 36.425590836203895, 96.17659808570977, 125, 77, 58, 'Male', 64.95820560080504, 1.5181790361856737, 0.13171102519957043, 48, 28.183053116717453, 93, 'Low Risk'),
(151101, 98, 16, '33:46.1', 36.807412621242406, 96.25585174614004, 135, 78, 54, 'Male', 82.62830884713011, 1.9232389043132345, 0.10128792658468659, 57, 22.338931326552494, 97, 'High Risk'),
(151102, 98, 18, '32:46.1', 37.30795120881348, 96.54122798711659, 136, 76, 82, 'Male', 78.74963910679679, 1.933928587172048, 0.09238618, 60, 21.05560408683967, 96, 'High Risk'),
(151103, 87, 13, '31:46.1', 36.54988039, 98.22878106900203, 137, 81, 66, 'Female', 72.15232322603025, 1.9983103958776804, 0.12377350419948722, 56, 18.068596686567506, 99.66666666666666, 'High Risk'),
(151104, 89, 15, '30:46.1', 36.97741742735723, 97.17481759, 134, 70, 47, 'Female', 81.73840851616437, 1.9775294132488705, 0.096478354, 64, 20.901635695725336, 91.33333333333333, 'Low Risk'),
(151105, 88, 13, '29:46.1', 36.89192604813705, 98.40264503315932, 126, 71, 49, 'Female', 88.75722842, 1.5095661323070355, 0.1235533065964223, 55, 38.94928098302264, 89.33333333333333, 'High Risk'),
(151106, 99, 19, '28:46.1', 36.93240596165719, 96.21765568047397, 138, 77, 76, 'Female', 94.91666717369085, 1.771977444015195, 0.070105133, 61, 30.22916155923924, 97.33333333333333, 'High Risk'),
(151107, 65, 12, '27:46.1', 37.162695499743904, 98.75058355342287, 114, 84, 83, 'Female', 67.44354802966284, 1.796235664885745, 0.084524296, 30, 20.903248277603755, 94, 'Low Risk'),
(151108, 60, 17, '26:46.1', 37.228830787797406, 95.27199769, 113, 86, 84, 'Female', 82.73285524483609, 1.5954088764394665, 0.087264939, 27, 32.50379009738842, 95, 'High Risk'),
(151109, 76, 19, '25:46.1', 37.005210740920575, 98.22084151043741, 111, 80, 30, 'Male', 60.172263651192274, 1.8548731921472366, 0.1342946807396308, 31, 17.4891177, 90.33333333333333, 'High Risk'),
(151110, 99, 12, '24:46.1', 37.45905655034727, 97.89561874652047, 110, 88, 74, 'Female', 81.51039212206122, 1.5628904469286542, 0.10490262849017415, 22, 33.36997714696333, 95.33333333333333, 'High Risk'),
(151111, 77, 17, '23:46.1', 37.04076303, 97.54888502503103, 113, 88, 76, 'Male', 63.68261159668909, 1.5547368060046802, 0.094994213, 25, 26.345540047853557, 96.33333333333333, 'Low Risk'),
(151112, 70, 19, '22:46.1', 36.91017544164871, 98.03344119550476, 122, 70, 84, 'Female', 59.637270737673035, 1.7822859393696484, 0.066413532, 52, 18.77426735673149, 87.33333333333333, 'Low Risk'),
(151113, 82, 17, '21:46.1', 37.079953964017825, 98.73523127207505, 114, 87, 33, 'Female', 90.23968864843856, 1.9637864198018455, 0.07703681, 27, 23.39963501412807, 96, 'Low Risk'),
(151114, 91, 12, '20:46.1', 36.464925642425705, 99.04405232292021, 121, 88, 48, 'Male', 77.15592230988283, 1.5776984866357624, 0.099409964, 33, 30.997113192330797, 99, 'High Risk'),
(151115, 78, 19, '19:46.1', 37.34923170885345, 95.01167014293716, 135, 74, 32, 'Female', 53.09718591879341, 1.5627464770307713, 0.070021029, 61, 21.741747494376547, 94.33333333333333, 'Low Risk'),
(151116, 93, 14, '18:46.1', 36.44219109725333, 96.87683925134604, 111, 70, 50, 'Male', 94.45641907018177, 1.8600874944641022, 0.072498146, 41, 27.300131006693043, 83.66666666666667, 'High Risk'),
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(151291, 75, 12, '23:46.1', 36.89724801978187, 95.38467679514092, 118, 83, 20, 'Male', 77.45306530322449, 1.9839515413760036, 0.14435477734151547, 35, 19.677797627774652, 94.66666666666667, 'Low Risk'),
(151292, 83, 17, '22:46.1', 37.30469249443336, 99.79445922667738, 134, 74, 44, 'Male', 93.05877571057309, 1.8613750638072317, 0.11688834190608403, 60, 26.858982210736187, 94, 'Low Risk'),
(151293, 60, 16, '21:46.1', 36.31600716817822, 99.12628882123512, 134, 74, 35, 'Male', 88.60914836070444, 1.809759975857216, 0.10546373698056374, 60, 27.054318842140106, 94, 'Low Risk'),
(151294, 70, 16, '20:46.1', 37.271854659754894, 97.68466260609343, 126, 71, 34, 'Male', 85.25908583402244, 1.650071404978698, 0.094584586, 55, 31.31375831484077, 89.33333333333333, 'High Risk'),
(151295, 79, 18, '19:46.1', 37.39331939, 98.90121248194903, 139, 83, 87, 'Male', 52.38156061219081, 1.584589662824739, 0.13392102261071548, 56, 20.861464654998944, 101.66666666666666, 'Low Risk'),
(151296, 86, 13, '18:46.1', 36.70324727792278, 96.65924810080767, 112, 84, 81, 'Female', 68.66556962, 1.9262012962598776, 0.11483201944527989, 28, 18.506985535843228, 93.33333333333333, 'Low Risk'),
(151297, 83, 19, '17:46.1', 36.37607907428571, 99.96455709555683, 128, 72, 55, 'Male', 94.13792968510853, 1.675916225194982, 0.14408819027287742, 56, 33.51660582127426, 90.66666666666666, 'High Risk'),
(151298, 97, 12, '16:46.1', 36.70110108, 99.67130470565081, 114, 75, 66, 'Female', 86.62210237072918, 1.9420355746248554, 0.071737687, 39, 22.967533464082504, 88, 'High Risk'),
(151299, 93, 16, '15:46.1', 36.088622161774545, 96.67942331646566, 128, 89, 20, 'Female', 66.74659929, 1.5454652918053122, 0.11106909538350943, 39, 27.945419365868947, 102, 'High Risk'),
(151300, 62, 16, '14:46.1', 37.248158893566846, 99.45300847990043, 134, 74, 24, 'Male', 57.53950399734519, 1.7757225883512924, 0.11267971568283024, 60, 18.248025341636644, 94, 'High Risk'),
(151301, 65, 12, '13:46.1', 36.28631211192653, 95.27633386526816, 130, 85, 33, 'Male', 57.23551653873641, 1.717510980262013, 0.11471194887144115, 45, 19.402896279536066, 100, 'Low Risk'),
(151302, 94, 13, '12:46.1', 36.30491404260789, 95.78668393164857, 130, 84, 84, 'Male', 56.486945934053374, 1.619496954606566, 0.09069237, 46, 21.537129683942286, 99.33333333333333, 'High Risk'),
(151303, 66, 12, '11:46.1', 36.24740509992463, 96.11915469546666, 120, 87, 20, 'Female', 52.37772801856101, 1.5581210264364636, 0.14164474220270823, 33, 21.574675860655592, 98, 'Low Risk'),
(151304, 67, 16, '10:46.1', 36.557697300332805, 96.66546426574642, 119, 88, 75, 'Male', 55.95708973218751, 1.9745102304292272, 0.12170250494672238, 31, 14.352790399306857, 98.33333333333333, 'High Risk'),
(151305, 80, 14, '09:46.1', 37.27595595361326, 99.51021314281002, 111, 85, 19, 'Female', 96.07579186154487, 1.7057651534171459, 0.14283785142875302, 26, 33.01988044278424, 93.66666666666667, 'High Risk'),
(151306, 72, 19, '08:46.1', 37.11035941969313, 99.25182384484171, 129, 86, 24, 'Male', 73.27107273847956, 1.8857893256074028, 0.094490807, 43, 20.60374677843358, 100.33333333333333, 'Low Risk'),
(151307, 88, 18, '07:46.1', 36.878190488129924, 98.08203847238403, 133, 83, 42, 'Male', 52.663651922487944, 1.9717665911531677, 0.090397562, 50, 13.545653559624705, 99.66666666666666, 'High Risk'),
(151308, 89, 15, '06:46.1', 37.417843849249444, 96.84278887490241, 134, 78, 53, 'Female', 87.87257606214523, 1.9458918735103456, 0.070184542, 56, 23.206836878474633, 96.66666666666666, 'Low Risk'),
(151309, 87, 18, '05:46.1', 36.96545074231094, 97.42153041, 126, 86, 73, 'Male', 60.70589087926346, 1.9783772885226067, 0.1231352890438376, 40, 15.510028699277694, 99.33333333333333, 'High Risk'),
(151310, 93, 13, '04:46.1', 36.43413154195799, 99.82624637299978, 119, 86, 69, 'Male', 70.05485016192742, 1.9310087149062771, 0.14124321924483446, 33, 18.78753232752793, 97, 'High Risk'),
(151311, 83, 14, '03:46.1', 36.92057935534497, 98.86327209855835, 133, 84, 46, 'Female', 78.32180439326105, 1.711292178727103, 0.14677963824015658, 49, 26.74449201723666, 100.33333333333333, 'Low Risk'),
(151312, 90, 15, '02:46.1', 37.00448581724416, 96.69179858691452, 135, 70, 25, 'Male', 81.87822724, 1.985631201488787, 0.14198578142439083, 65, 20.766880030302808, 91.66666666666666, 'Low Risk'),
(151313, 62, 17, '01:46.1', 36.34966064991659, 98.75464198573874, 119, 80, 31, 'Female', 78.06712531894384, 1.9368803214241606, 0.11183267898177399, 39, 20.809546414386084, 93, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(151315, 80, 16, '59:46.1', 37.31561210578342, 96.57625929125578, 134, 87, 23, 'Female', 94.69641676668925, 1.7776387058430774, 0.11697333288281182, 47, 29.967226484382792, 102.66666666666667, 'Low Risk'),
(151316, 70, 16, '58:46.1', 36.747211, 99.46435695395493, 115, 85, 75, 'Male', 74.69963589495784, 1.732290780262923, 0.054635556002142885, 30, 24.89298039360982, 95, 'Low Risk'),
(151317, 63, 16, '57:46.1', 36.51630898683414, 97.16428041, 136, 84, 70, 'Male', 70.95628860779145, 1.945568084987343, 0.14092970937751037, 52, 18.745542973894423, 101.33333333333333, 'Low Risk'),
(151318, 74, 18, '56:46.1', 36.45629538329527, 97.14056596, 122, 73, 21, 'Male', 67.36544388276491, 1.9287277084295777, 0.13196145133741216, 49, 18.10903618060968, 89.33333333333333, 'High Risk'),
(151319, 64, 17, '55:46.1', 36.13315168678516, 96.17717985008873, 117, 81, 24, 'Female', 63.71022873496921, 1.8198692989697685, 0.056394017, 36, 19.236620052532775, 93, 'Low Risk'),
(151320, 74, 14, '54:46.1', 36.40310958232189, 99.86890048303559, 121, 86, 77, 'Male', 77.22610836670769, 1.7474773727289445, 0.099351474, 35, 25.289545722424094, 97.66666666666667, 'Low Risk'),
(151321, 89, 12, '53:46.1', 36.45969254, 97.22561261702295, 138, 87, 64, 'Female', 68.86503189237185, 1.9400741674948558, 0.14656200792421145, 51, 18.29625004837015, 104, 'High Risk'),
(151322, 98, 14, '52:46.1', 37.12917762031147, 99.77768011289214, 111, 71, 44, 'Female', 95.62361613803623, 1.7213209312000577, 0.13030514370998048, 40, 32.273157953207026, 84.33333333333333, 'High Risk'),
(151323, 72, 13, '51:46.1', 36.68196899, 98.66901020771714, 133, 89, 76, 'Male', 58.38503650187897, 1.9677201509986488, 0.053049578, 44, 15.079081542789194, 103.66666666666667, 'High Risk'),
(151324, 95, 16, '50:46.1', 37.400484253642354, 98.74558273776022, 132, 84, 84, 'Male', 61.83117943040381, 1.571080780995572, 0.098229047, 48, 25.0501597, 100, 'High Risk'),
(151325, 92, 18, '49:46.1', 36.08840074164072, 99.79305938440756, 133, 87, 62, 'Male', 58.428333003745955, 1.653471296273462, 0.1182509508803017, 46, 21.371262346076318, 102.33333333333333, 'High Risk'),
(151326, 72, 12, '48:46.1', 37.23556195939635, 98.91279385917484, 113, 86, 37, 'Female', 67.79329263258978, 1.5433073900280583, 0.14256629653182223, 27, 28.463077544037578, 95, 'Low Risk'),
(151327, 96, 14, '47:46.1', 36.459823198310225, 97.65817671466579, 127, 71, 33, 'Male', 50.43886288234971, 1.709637637056332, 0.1359170968695062, 56, 17.25667606847143, 89.66666666666666, 'High Risk'),
(151328, 99, 12, '46:46.1', 36.757463101660406, 97.74905845487672, 131, 80, 60, 'Female', 71.16338669042273, 1.8021741470000334, 0.14109419013640237, 51, 21.911045345108988, 97, 'High Risk'),
(151329, 98, 16, '45:46.1', 37.170063421165715, 96.29338941611644, 133, 81, 63, 'Male', 78.90670676495584, 1.504058139, 0.12594374405362196, 52, 34.880658061459314, 98.33333333333333, 'High Risk'),
(151330, 89, 19, '44:46.1', 36.98778254061893, 96.76407930575047, 122, 84, 50, 'Female', 66.52656666578241, 1.5331865032158993, 0.081872247, 38, 28.301218596749013, 96.66666666666667, 'Low Risk'),
(151331, 69, 14, '43:46.1', 36.001049499376755, 99.45996787366428, 118, 88, 46, 'Male', 72.04471355846883, 1.608635516301518, 0.065338622, 30, 27.841127095297782, 98, 'Low Risk'),
(151332, 63, 12, '42:46.1', 37.33965672503577, 95.68305939934528, 112, 78, 22, 'Female', 59.95412322163946, 1.5349587153161044, 0.14643155314168843, 34, 25.446359473790938, 89.33333333333333, 'Low Risk'),
(151333, 70, 17, '41:46.1', 37.39989096335372, 99.00040528760175, 116, 80, 41, 'Female', 56.63189488042627, 1.7906856014895074, 0.095139228, 36, 17.661289525238708, 92, 'High Risk'),
(151334, 62, 19, '40:46.1', 37.237358059627844, 97.07802366968669, 127, 76, 81, 'Male', 70.89806020760746, 1.7738027202042472, 0.13507311991070198, 51, 22.53324401629653, 93, 'Low Risk'),
(151335, 77, 16, '39:46.1', 37.18188089536823, 95.57630207775259, 134, 85, 58, 'Female', 89.61011225397894, 1.6957919363728724, 0.077475819, 49, 31.16103611683975, 101.33333333333333, 'High Risk'),
(151336, 78, 16, '38:46.1', 37.22511092625068, 96.43826665781098, 120, 84, 50, 'Female', 86.71260137732023, 1.6872182863764933, 0.071996468, 36, 30.460685160332034, 96, 'High Risk'),
(151337, 72, 14, '37:46.1', 36.44727896870053, 98.80359937148035, 117, 73, 72, 'Male', 94.49153679680137, 1.6042114135909133, 0.05595093, 44, 36.71721296760556, 87.66666666666667, 'High Risk'),
(151338, 72, 14, '36:46.1', 37.479372450290164, 98.41692002, 126, 72, 62, 'Female', 73.77452517406059, 1.8294686369095445, 0.057954889, 54, 22.042278518119957, 90, 'Low Risk'),
(151339, 90, 18, '35:46.1', 36.60392996942267, 99.10596487284475, 117, 72, 55, 'Female', 96.37660980315701, 1.7729512406268877, 0.1328349296157959, 45, 30.660417301387213, 87, 'High Risk'),
(151340, 88, 12, '34:46.1', 36.833254206548396, 96.95242071869431, 129, 89, 87, 'Female', 95.87413378784584, 1.6023483193306214, 0.11274055658324339, 40, 37.34114191601677, 102.33333333333333, 'High Risk'),
(151341, 66, 13, '33:46.1', 36.36416855536316, 99.33903682, 139, 81, 28, 'Male', 52.36862852, 1.977115847, 0.13209867811679327, 58, 13.396981760492768, 100.33333333333333, 'High Risk'),
(151342, 67, 19, '32:46.1', 36.91851718322044, 99.32897789253785, 119, 88, 23, 'Female', 73.44934541076289, 1.8534630731244461, 0.071149153, 31, 21.380608134683616, 98.33333333333333, 'Low Risk'),
(151343, 60, 14, '31:46.1', 36.09846270958478, 95.49244234968018, 121, 89, 63, 'Female', 53.91241698158408, 1.5950121613093236, 0.094367207, 32, 21.191456398765098, 99.66666666666667, 'Low Risk'),
(151344, 83, 16, '30:46.1', 37.04132561448514, 97.43485861951731, 115, 77, 63, 'Female', 74.30172280743015, 1.8696984629691757, 0.1169890535049637, 38, 21.254737302428584, 89.66666666666667, 'Low Risk'),
(151345, 99, 19, '29:46.1', 37.01794306640389, 98.92875816349685, 123, 81, 87, 'Female', 99.50468449488608, 1.6921797337560194, 0.085317214, 42, 34.74965907160771, 95, 'High Risk'),
(151346, 70, 18, '28:46.1', 36.901436223599745, 98.00850382845928, 137, 71, 63, 'Female', 70.00580992269367, 1.7432932838217354, 0.1038609062745508, 66, 23.03526275542307, 93, 'Low Risk'),
(151347, 84, 15, '27:46.1', 37.28217907183707, 97.75237020445215, 138, 82, 72, 'Male', 70.37313141, 1.968200955019763, 0.14894111293686438, 56, 18.166363501111835, 100.66666666666666, 'High Risk'),
(151348, 94, 13, '26:46.1', 37.323630457475225, 98.43233959334134, 113, 85, 49, 'Female', 86.77309141720322, 1.8142643280267081, 0.058075766219270575, 28, 26.362339395110926, 94.33333333333333, 'High Risk'),
(151349, 75, 19, '25:46.1', 36.866796792426435, 99.18829592916622, 118, 85, 52, 'Male', 88.32293730473432, 1.7671594280781309, 0.11059476912479846, 33, 28.282776366039847, 96, 'Low Risk'),
(151350, 69, 19, '24:46.1', 37.30550902781011, 98.14447610194128, 118, 76, 80, 'Male', 64.31875725, 1.6918910301525796, 0.10359534222637212, 42, 22.46947207090425, 90, 'Low Risk'),
(151351, 67, 15, '23:46.1', 36.837087861312746, 99.19291562, 136, 82, 70, 'Female', 79.50387887080856, 1.911639463449713, 0.1094787284418543, 54, 21.75586438053958, 100, 'Low Risk'),
(151352, 88, 13, '22:46.1', 37.29306402659924, 96.3268717, 131, 75, 85, 'Male', 98.25990986245064, 1.7006979847679546, 0.10608134114765692, 56, 33.97206663, 93.66666666666666, 'High Risk'),
(151353, 68, 17, '21:46.1', 36.68738308433089, 96.17793672350066, 118, 87, 37, 'Female', 98.73073307504418, 1.7976350919806054, 0.13798295775296499, 31, 30.552678267341616, 97.33333333333333, 'High Risk'),
(151354, 69, 17, '20:46.1', 37.19253000173272, 95.45234207003772, 136, 75, 27, 'Male', 50.23292501290654, 1.8655289617295718, 0.067384618, 61, 14.433926052754286, 95.33333333333333, 'High Risk'),
(151355, 61, 18, '19:46.1', 36.847174128158834, 98.19357116953583, 119, 88, 41, 'Male', 77.64421319258223, 1.7571113275333374, 0.086058227, 31, 25.14841024495267, 98.33333333333333, 'Low Risk'),
(151356, 89, 17, '18:46.1', 36.101245353916354, 95.04333232102837, 129, 87, 52, 'Male', 52.27595299199696, 1.627178237108379, 0.14519277968156163, 42, 19.74384371150244, 101, 'Low Risk'),
(151357, 83, 19, '17:46.1', 36.97604336600577, 98.57088117586916, 124, 79, 70, 'Male', 51.16167456, 1.9780530481134546, 0.073172517, 45, 13.07581844467064, 94, 'High Risk'),
(151358, 92, 16, '16:46.1', 36.95734799479896, 98.43045208997825, 123, 79, 77, 'Male', 59.87252755930995, 1.6116037333836886, 0.12414768397714442, 44, 23.052130154893412, 93.66666666666667, 'High Risk'),
(151359, 89, 17, '15:46.1', 36.03449710816159, 96.69289701416602, 123, 86, 89, 'Female', 99.51192262122896, 1.6309087475568227, 0.076379334, 37, 37.41241928404038, 98.33333333333333, 'High Risk'),
(151360, 98, 16, '14:46.1', 36.067510810966496, 99.68712045310022, 116, 76, 52, 'Female', 99.69375952655724, 1.6595485083410462, 0.08972599, 40, 36.198291355817354, 89.33333333333333, 'High Risk'),
(151361, 66, 13, '13:46.1', 36.66281123473178, 99.92949438956313, 124, 78, 60, 'Male', 56.10532473344692, 1.8926015940822312, 0.085485141, 46, 15.663386962911153, 93.33333333333333, 'High Risk'),
(151362, 67, 12, '12:46.1', 36.60498692188669, 96.79553535214392, 135, 81, 29, 'Male', 63.655642881536274, 1.891328136048577, 0.1312564298882317, 54, 17.795211004260533, 99, 'High Risk'),
(151363, 99, 13, '11:46.1', 36.59725048701735, 95.09330758878289, 116, 85, 89, 'Male', 65.25413094974132, 1.7364308793915315, 0.086395, 31, 21.64178156651209, 95.33333333333333, 'High Risk'),
(151364, 75, 12, '10:46.1', 36.79079297355992, 99.09984761872599, 128, 85, 35, 'Female', 73.65478536, 1.6133265311577478, 0.10736669089166812, 43, 28.298043937441275, 99.33333333333333, 'Low Risk'),
(151365, 80, 18, '09:46.1', 36.75084751282999, 97.77606758188766, 127, 77, 34, 'Male', 89.87451553, 1.5659342540039427, 0.10811722536374904, 50, 36.65131101753314, 93.66666666666666, 'High Risk'),
(151366, 93, 17, '08:46.1', 36.35940549612547, 98.07800848277576, 111, 84, 84, 'Female', 88.99383515872896, 1.765191779307155, 0.10788880297217693, 27, 28.561178962700875, 93, 'High Risk'),
(151367, 72, 13, '07:46.1', 36.14776248167188, 96.29120814707348, 135, 78, 71, 'Male', 63.08237493848305, 1.5922752771778281, 0.1198284975759233, 57, 24.88122344419453, 97, 'Low Risk'),
(151368, 99, 13, '06:46.1', 37.155373462430916, 98.81062963472728, 133, 72, 77, 'Male', 63.046412289451986, 1.6605756267153449, 0.12479940981166927, 61, 22.863518175899827, 92.33333333333333, 'High Risk'),
(151369, 65, 15, '05:46.1', 36.954312948623134, 96.02688963530234, 114, 84, 81, 'Male', 55.145757502191096, 1.534728299867003, 0.070725409, 30, 23.412570808629177, 94, 'Low Risk'),
(151370, 79, 14, '04:46.1', 36.27900422455827, 98.01132671349997, 114, 86, 28, 'Female', 73.38118529286696, 1.9071513645781881, 0.082517959, 28, 20.17503962836181, 95.33333333333333, 'Low Risk'),
(151371, 94, 15, '03:46.1', 37.27153490398662, 95.50916644915304, 130, 88, 50, 'Male', 65.023305, 1.6543232941971715, 0.10033857271958865, 42, 23.759006152357685, 102, 'High Risk'),
(151372, 69, 14, '02:46.1', 37.45435279154986, 97.01658879490219, 133, 70, 50, 'Male', 56.545402918992764, 1.5075190208168403, 0.11303225467505632, 63, 24.881221764076336, 91, 'Low Risk'),
(151373, 86, 12, '01:46.1', 37.49472101317664, 97.39316931031877, 129, 70, 65, 'Female', 81.12505490400741, 1.6294135636000946, 0.10811984870064312, 59, 30.555707880713936, 89.66666666666666, 'High Risk'),
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(151548, 98, 13, '06:46.1', 36.34915901704183, 96.58057361463993, 131, 87, 87, 'Male', 78.55950718367666, 1.7382275450508635, 0.10948065598377862, 44, 26.00072721272028, 101.66666666666667, 'High Risk'),
(151549, 88, 13, '05:46.1', 37.05624755411984, 99.80100439953058, 118, 70, 48, 'Male', 75.86455621285666, 1.933053719582523, 0.14740955506938896, 48, 20.302572740845363, 86, 'Low Risk'),
(151550, 63, 19, '04:46.1', 36.169635721688756, 96.01547272476337, 138, 72, 87, 'Female', 63.277907771804955, 1.5671855938314097, 0.14306616839817804, 66, 25.763878924598462, 94, 'Low Risk'),
(151551, 96, 12, '03:46.1', 36.905719348007956, 96.9898277, 118, 89, 84, 'Male', 89.11359376109354, 1.5416731827202588, 0.1019747074692422, 29, 37.49378824557289, 98.66666666666667, 'High Risk'),
(151552, 87, 17, '02:46.1', 36.066728860148785, 98.29116988664788, 127, 87, 89, 'Female', 74.99607908, 1.7540044536776216, 0.080264484, 40, 24.376826978101835, 100.33333333333333, 'Low Risk'),
(151553, 90, 16, '01:46.1', 37.139164120594295, 97.70487058620242, 123, 86, 59, 'Male', 61.964689755660025, 1.5257324030158643, 0.12200109885858727, 37, 26.61874281196293, 98.33333333333333, 'Low Risk'),
(151554, 66, 18, '00:46.1', 36.66887370076363, 98.43182730439844, 127, 83, 58, 'Male', 71.43291692712067, 1.8842095685723703, 0.072639562, 44, 20.120555870635123, 97.66666666666667, 'Low Risk'),
(151555, 64, 13, '59:46.1', 37.25871024473696, 97.70678123868676, 121, 88, 86, 'Male', 78.96785930170252, 1.8014683883489873, 0.077034318, 33, 24.333079431601185, 99, 'Low Risk'),
(151556, 66, 12, '58:46.1', 36.11435255295276, 97.73394760980482, 111, 89, 65, 'Female', 52.98576016041475, 1.534871921539038, 0.065213638, 22, 22.491316999434538, 96.33333333333333, 'Low Risk'),
(151557, 76, 15, '57:46.1', 37.21840718089129, 95.20966435, 110, 71, 22, 'Male', 95.68476981196545, 1.8482162576892527, 0.081628842, 39, 28.011556658037293, 84, 'Low Risk'),
(151558, 63, 14, '56:46.1', 36.59906068931103, 99.49434987192572, 134, 83, 55, 'Male', 82.06265367029755, 1.555665745611928, 0.065157151, 51, 33.90884355492156, 100, 'High Risk'),
(151559, 86, 19, '55:46.1', 36.68673530893159, 96.85835369924438, 135, 75, 89, 'Male', 83.54076334874908, 1.5942713579464165, 0.13249536622082805, 60, 32.86805096, 95, 'High Risk'),
(151560, 63, 12, '54:46.1', 36.10141571981138, 95.24733313546092, 134, 83, 38, 'Male', 51.09633966509199, 1.8537917959018753, 0.066680303, 51, 14.868524695089214, 100, 'High Risk'),
(151561, 97, 14, '53:46.1', 36.01467991397289, 95.61276653437265, 134, 71, 29, 'Female', 67.52459315592662, 1.5228573148135904, 0.074437753, 63, 29.116793658171254, 92, 'High Risk'),
(151562, 78, 12, '52:46.1', 37.17688465449271, 98.34873384391297, 134, 70, 50, 'Female', 56.78997443315317, 1.8928661823474426, 0.12912724252181218, 64, 15.850094236067687, 91.33333333333333, 'High Risk'),
(151563, 73, 14, '51:46.1', 36.38747026991715, 95.82596710285372, 118, 82, 43, 'Female', 92.78954047, 1.9542454465306038, 0.08711265, 36, 24.296337208578603, 94, 'Low Risk'),
(151564, 88, 15, '50:46.1', 36.72978998, 96.88530156503343, 114, 77, 34, 'Female', 59.70994376695788, 1.9728408405037892, 0.1301988274074681, 37, 15.341314124098997, 89.33333333333333, 'High Risk'),
(151565, 89, 17, '49:46.1', 36.34539395403778, 98.73391582775686, 136, 77, 39, 'Female', 83.55592604640319, 1.7704922018707592, 0.078796718, 59, 26.655646504391015, 96.66666666666666, 'Low Risk'),
(151566, 85, 12, '48:46.1', 36.435296804985086, 97.34490241545784, 133, 82, 33, 'Male', 78.49066439646049, 1.7403234112651713, 0.128065643, 51, 25.915409776202406, 99, 'Low Risk'),
(151567, 64, 19, '47:46.1', 37.12323510247301, 96.9238533, 120, 75, 45, 'Female', 76.42710354, 1.5099223846429735, 0.12135575889441458, 45, 33.52263540767359, 90, 'High Risk'),
(151568, 90, 14, '46:46.1', 36.05962208, 95.62169602942792, 134, 87, 24, 'Female', 59.08566351910339, 1.6870392268567183, 0.057031822, 47, 20.760210615054863, 102.66666666666667, 'Low Risk'),
(151569, 70, 17, '45:46.1', 36.143526191347654, 97.87433472371421, 124, 76, 20, 'Female', 57.04588239164248, 1.7207170762354835, 0.098302362, 48, 19.266612600549326, 92, 'Low Risk'),
(151570, 93, 14, '44:46.1', 37.021374211416116, 98.09791701466818, 118, 79, 72, 'Female', 99.32447084957244, 1.9212084427036649, 0.1333339925974385, 39, 26.90960278160628, 92, 'High Risk'),
(151571, 72, 14, '43:46.1', 36.80358642483773, 97.13016359016544, 139, 82, 19, 'Male', 95.80375797543557, 1.8804003954105015, 0.087264174, 57, 27.094545934814278, 101, 'Low Risk'),
(151572, 67, 15, '42:46.1', 37.273011688503914, 96.83595950340926, 118, 74, 25, 'Male', 99.44811883395968, 1.5656414330148372, 0.14973775336051842, 44, 40.57064950897212, 88.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(151574, 70, 15, '40:46.1', 36.136245388797995, 95.17855960471027, 120, 87, 48, 'Female', 62.45033888953778, 1.5862916361252812, 0.12654518939641995, 33, 24.818111459816155, 98, 'Low Risk'),
(151575, 89, 14, '39:46.1', 36.545576020273785, 97.88624264, 114, 77, 83, 'Female', 84.98921438183356, 1.639549442698488, 0.073716404, 37, 31.616571913010592, 89.33333333333333, 'High Risk'),
(151576, 72, 12, '38:46.1', 36.737767937182554, 99.97647907154577, 122, 78, 22, 'Female', 79.14212857882623, 1.600857077494492, 0.077656681, 44, 30.88179999498777, 92.66666666666667, 'High Risk'),
(151577, 93, 14, '37:46.1', 37.09943266121802, 99.97004299080088, 138, 89, 54, 'Female', 87.28940755235578, 1.7646156439550458, 0.12931736372974506, 49, 28.03246545947676, 105.33333333333333, 'High Risk'),
(151578, 88, 18, '36:46.1', 36.59717031521956, 98.80170182, 130, 77, 64, 'Male', 98.03896041, 1.636909325900781, 0.11503593031911515, 53, 36.58890827700571, 94.66666666666666, 'High Risk'),
(151579, 66, 19, '35:46.1', 36.807826127467465, 98.90445647607358, 127, 88, 67, 'Male', 70.20869287957649, 1.5579544229297284, 0.10758157160144304, 39, 28.925534353477666, 101, 'Low Risk'),
(151580, 60, 16, '34:46.1', 36.61752433739452, 97.91585548007247, 136, 85, 81, 'Female', 53.62010508460806, 1.5079097760271014, 0.075231365, 51, 23.581799749666995, 102, 'Low Risk'),
(151581, 99, 18, '33:46.1', 37.42558555022678, 95.00631534982114, 125, 84, 89, 'Female', 76.58937929404838, 1.5982383248646965, 0.07514933, 41, 29.98371689799949, 97.66666666666667, 'High Risk'),
(151582, 61, 17, '32:46.1', 36.540066831712956, 98.19754912043392, 128, 88, 25, 'Male', 57.75216371762956, 1.6570254615624065, 0.058696489, 40, 21.033420117445065, 101.33333333333333, 'Low Risk'),
(151583, 74, 12, '31:46.1', 36.39885772048098, 98.68416131227619, 124, 75, 55, 'Female', 57.130334885648686, 1.915869998565953, 0.14992870212131715, 49, 15.564482892914752, 91.33333333333333, 'High Risk'),
(151584, 96, 14, '30:46.1', 36.410947277158826, 97.99770466, 114, 85, 51, 'Male', 53.92772010875338, 1.9530307236283333, 0.064813616, 29, 14.138193114337748, 94.66666666666667, 'High Risk'),
(151585, 61, 13, '29:46.1', 36.03449579, 96.89908524655117, 134, 89, 68, 'Male', 65.55555355922658, 1.7752706869591457, 0.061528564, 45, 20.800813720491135, 104, 'Low Risk'),
(151586, 83, 17, '28:46.1', 36.45650068499881, 97.36080295864562, 129, 76, 28, 'Female', 75.38371406777173, 1.8692034762299132, 0.088884744, 53, 21.575673964967248, 93.66666666666666, 'Low Risk'),
(151587, 60, 17, '27:46.1', 36.97721258029458, 99.76787460479407, 138, 89, 71, 'Male', 53.97875434899546, 1.7648724447835118, 0.14621255177873116, 49, 17.32990625, 105.33333333333333, 'High Risk'),
(151588, 73, 15, '26:46.1', 36.348649970006186, 97.12023675206588, 118, 73, 56, 'Female', 72.85593520877775, 1.5062575018696085, 0.077006102, 45, 32.11193614305103, 88, 'High Risk'),
(151589, 68, 12, '25:46.1', 37.138852495583066, 95.43635695195113, 138, 73, 80, 'Female', 80.02120233, 1.8207231847801304, 0.1277601855649327, 65, 24.138886209768817, 94.66666666666666, 'Low Risk'),
(151590, 76, 19, '24:46.1', 36.77197608065939, 97.65061229281605, 110, 86, 56, 'Female', 66.66652420005639, 1.8795634930736318, 0.088577962, 24, 18.870952030666327, 94, 'Low Risk'),
(151591, 82, 13, '23:46.1', 37.28556628676616, 96.57125168079288, 125, 83, 81, 'Female', 63.791441344068005, 1.8774213416609842, 0.06892672, 42, 18.098347143991734, 97, 'High Risk'),
(151592, 80, 16, '22:46.1', 36.69386456155457, 96.22386068924415, 137, 79, 64, 'Male', 89.49253556318271, 1.8131282913065245, 0.137401104, 58, 27.222608909752076, 98.33333333333333, 'Low Risk'),
(151593, 80, 13, '21:46.1', 37.49799275929921, 97.88848262417594, 122, 89, 54, 'Male', 86.78839429053666, 1.8209542443805515, 0.093797472, 33, 26.173607581198684, 100, 'Low Risk'),
(151594, 84, 16, '20:46.1', 36.74845023997488, 95.39105484, 117, 76, 50, 'Male', 88.43872174423416, 1.7267754343679456, 0.096958196, 41, 29.659971787870326, 89.66666666666667, 'Low Risk'),
(151595, 93, 15, '19:46.1', 36.097738370078595, 95.80861824079174, 120, 73, 69, 'Female', 82.92241907255462, 1.9925547155848815, 0.089592795, 47, 20.885816172788733, 88.66666666666667, 'High Risk'),
(151596, 93, 12, '18:46.1', 37.14004513607623, 97.12526208102747, 114, 88, 72, 'Female', 60.98863256317455, 1.977075912835431, 0.10515435792572472, 26, 15.602787941589412, 96.66666666666667, 'High Risk'),
(151597, 81, 13, '17:46.1', 36.15454808425957, 96.20570987594442, 110, 83, 35, 'Male', 55.05581237413792, 1.8808737380761387, 0.05961945, 27, 15.562662170953985, 92, 'High Risk'),
(151598, 69, 12, '16:46.1', 36.019158678670905, 96.77214484721381, 139, 85, 38, 'Female', 71.72098901, 1.6191267922883628, 0.089933459, 54, 27.358012973473645, 103, 'Low Risk'),
(151599, 92, 12, '15:46.1', 36.743176965867214, 99.87072667165188, 138, 89, 76, 'Male', 61.61930118486988, 1.5300313174471825, 0.13772982954571672, 49, 26.321832928044657, 105.33333333333333, 'High Risk'),
(151600, 62, 14, '14:46.1', 37.013512538105466, 95.39503853151263, 120, 79, 79, 'Male', 51.45020429519872, 1.5416006634765802, 0.065158864, 41, 21.649273472319422, 92.66666666666667, 'Low Risk'),
(151601, 74, 19, '13:46.1', 37.070883501004076, 95.23585016852331, 139, 82, 58, 'Male', 71.13216194382028, 1.5380277653994165, 0.095736732, 57, 30.070292818653087, 101, 'High Risk'),
(151602, 87, 18, '12:46.1', 36.887890866641214, 96.37696691950578, 126, 72, 69, 'Female', 63.61949711541139, 1.9905088121449204, 0.056535906, 54, 16.056911833154018, 90, 'High Risk'),
(151603, 88, 15, '11:46.1', 37.182461201911174, 95.48797875522155, 124, 75, 63, 'Male', 91.67721907813174, 1.7863680918232685, 0.053418948, 49, 28.728934920190646, 91.33333333333333, 'Low Risk'),
(151604, 84, 17, '10:46.1', 37.40500795393375, 97.351939, 138, 83, 60, 'Male', 51.169397733462894, 1.5329050490452532, 0.13960082221967157, 55, 21.77608464308413, 101.33333333333333, 'Low Risk'),
(151605, 64, 13, '09:46.1', 37.49235399572149, 99.95485604253145, 134, 74, 52, 'Male', 61.26893381148696, 1.8073891273738374, 0.051696776, 60, 18.755860421748725, 94, 'Low Risk'),
(151606, 99, 14, '08:46.1', 36.12965242840439, 95.06729376513876, 120, 81, 20, 'Female', 92.32835498064537, 1.8206368484864712, 0.10596872773331917, 39, 27.854055791388685, 94, 'High Risk'),
(151607, 79, 16, '07:46.1', 37.42732118985955, 96.33160089031786, 115, 72, 21, 'Female', 93.28058411658716, 1.5070684540583945, 0.11452535778171481, 43, 41.07005631682363, 86.33333333333333, 'High Risk'),
(151608, 97, 12, '06:46.1', 36.76467618512953, 99.88484240867034, 139, 74, 32, 'Female', 60.72757517496494, 1.935274654140629, 0.11059214969164044, 65, 16.21439402962195, 95.66666666666666, 'High Risk'),
(151609, 92, 17, '05:46.1', 36.426133882117774, 96.60948317400334, 139, 88, 41, 'Male', 77.54876709903826, 1.5500659733742497, 0.12247341826479127, 51, 32.27561541380608, 105, 'High Risk'),
(151610, 92, 17, '04:46.1', 36.53622961152562, 96.27450769025135, 119, 70, 82, 'Female', 76.97840342745695, 1.5932618819520563, 0.12704979293070748, 49, 30.32456414135658, 86.33333333333333, 'High Risk'),
(151611, 72, 16, '03:46.1', 36.506212005174284, 98.75384031751221, 128, 89, 46, 'Male', 62.28226176885636, 1.9866107468912197, 0.1033496931078087, 39, 15.78115605473824, 102, 'High Risk'),
(151612, 66, 17, '02:46.1', 36.88758691666011, 98.44622550087728, 139, 72, 35, 'Male', 95.49811075154531, 1.834005032439148, 0.088557945, 67, 28.391852749290127, 94.33333333333333, 'Low Risk'),
(151613, 69, 15, '01:46.1', 36.761460848775194, 95.83340506362369, 126, 87, 18, 'Male', 66.89233438463548, 1.905026364439995, 0.11586922051907671, 39, 18.432081040122167, 100, 'High Risk'),
(151614, 78, 12, '00:46.1', 37.01612790219105, 95.06959000002921, 133, 83, 22, 'Female', 83.17494756283679, 1.7659566734861416, 0.12652950655203216, 50, 26.67057919613499, 99.66666666666666, 'Low Risk'),
(151615, 98, 12, '59:46.1', 36.72118872581041, 99.87644257026619, 124, 83, 48, 'Male', 61.44867148741848, 1.8439667522273866, 0.10101829975649627, 41, 18.072004477383455, 96.66666666666667, 'High Risk'),
(151616, 97, 18, '58:46.1', 36.174496, 97.65311602162143, 131, 71, 40, 'Female', 88.61863942420831, 1.785924287, 0.054928591641406344, 60, 27.784270026958342, 91, 'High Risk'),
(151617, 65, 18, '57:46.1', 36.48255509213242, 98.71929865353623, 131, 84, 62, 'Female', 82.37233863226865, 1.6076115505103594, 0.055249861, 47, 31.872722416679718, 99.66666666666667, 'High Risk'),
(151618, 66, 19, '56:46.1', 37.30682556579923, 95.19080374239523, 131, 72, 42, 'Male', 85.19068591473611, 1.6156973337138123, 0.098842372, 59, 32.634134446293665, 91.66666666666666, 'High Risk'),
(151619, 81, 14, '55:46.1', 36.07764269159623, 99.40571012871949, 116, 82, 21, 'Female', 84.31395530010431, 1.7695277337515818, 0.085743096, 34, 26.92679821319002, 93.33333333333333, 'Low Risk'),
(151620, 66, 17, '54:46.1', 37.48921844, 99.92088208, 115, 81, 60, 'Female', 95.28913998912881, 1.9995034797976678, 0.060193769351578455, 34, 23.83411764922978, 92.33333333333333, 'Low Risk'),
(151621, 73, 18, '53:46.1', 36.61398918723078, 98.07742390812625, 124, 71, 72, 'Male', 94.01474044, 1.5116005013788336, 0.14497955481131794, 53, 41.14545760648858, 88.66666666666666, 'High Risk'),
(151622, 99, 16, '52:46.1', 36.89360235036402, 97.68734227633932, 138, 70, 27, 'Female', 66.61102075842521, 1.5447763692419605, 0.093171504, 68, 27.913535948441584, 92.66666666666666, 'High Risk'),
(151623, 96, 19, '51:46.1', 36.505558646412254, 97.26371788330557, 115, 77, 37, 'Female', 92.76745727822447, 1.5508336329001782, 0.069286831, 38, 38.571384769904455, 89.66666666666667, 'High Risk'),
(151624, 70, 17, '50:46.1', 36.78694412696653, 98.63216637204694, 139, 76, 89, 'Female', 66.78530211765055, 1.9116657855181716, 0.077494443, 63, 18.274982100670556, 97, 'High Risk'),
(151625, 74, 18, '49:46.1', 36.43965458131984, 95.73239424, 124, 71, 89, 'Male', 73.87087569985319, 1.724510010693376, 0.12163126832704202, 53, 24.83944041799964, 88.66666666666666, 'Low Risk'),
(151626, 96, 16, '48:46.1', 37.34120526228533, 96.67311708, 137, 71, 82, 'Female', 84.80799497990986, 1.6053597636898989, 0.069591995, 66, 32.907284682618744, 93, 'High Risk'),
(151627, 90, 15, '47:46.1', 36.63266631419653, 98.29467502804305, 128, 78, 85, 'Male', 67.76741922602288, 1.6228820274842921, 0.11905108459375806, 50, 25.730430076725845, 94.66666666666666, 'Low Risk'),
(151628, 66, 15, '46:46.1', 36.75434815728406, 98.99454572841128, 135, 77, 36, 'Male', 63.209639163453325, 1.880412564902061, 0.075430006, 58, 17.87627480085487, 96.33333333333333, 'High Risk'),
(151629, 90, 16, '45:46.1', 37.40770685635305, 99.68467057776984, 118, 80, 60, 'Female', 67.05996887442092, 1.8358000118224655, 0.1038999093309857, 38, 19.898145897445694, 92.66666666666667, 'Low Risk'),
(151630, 88, 19, '44:46.1', 37.38048561, 99.34815216, 124, 70, 32, 'Male', 73.12249740936583, 1.5496988053948237, 0.074121485, 54, 30.44783513, 88, 'High Risk'),
(151631, 78, 19, '43:46.1', 36.64353527698704, 99.44901338160437, 124, 75, 42, 'Male', 60.52671125335377, 1.7544908861680075, 0.13504229965985376, 49, 19.662776546632493, 91.33333333333333, 'Low Risk'),
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(151806, 62, 18, '48:46.1', 37.33190115855185, 99.54316892568232, 110, 74, 82, 'Male', 78.18989681533954, 1.900828701931617, 0.072563939, 36, 21.640369798371783, 86, 'Low Risk'),
(151807, 93, 15, '47:46.1', 37.232986144249665, 95.03283898219735, 132, 89, 25, 'Male', 94.12223236855692, 1.7938752356092393, 0.062758272, 43, 29.24877961376281, 103.33333333333333, 'High Risk'),
(151808, 71, 19, '46:46.1', 37.110754009164275, 96.3935986, 116, 80, 32, 'Female', 69.10843235124732, 1.9180428543458303, 0.072355273, 36, 18.78513969554001, 92, 'Low Risk'),
(151809, 66, 16, '45:46.1', 36.235103733815386, 97.48240145365725, 138, 74, 61, 'Female', 63.31908391880415, 1.7029278348630712, 0.05871763, 64, 21.834443859167838, 95.33333333333333, 'Low Risk'),
(151810, 75, 18, '44:46.1', 37.05499389080282, 99.54865884142446, 113, 77, 85, 'Male', 81.32004903157278, 1.5014261117030625, 0.11879941149066407, 36, 36.07361806158899, 89, 'High Risk'),
(151811, 80, 13, '43:46.1', 36.88420617780459, 98.50116995, 117, 78, 76, 'Male', 57.19680443855788, 1.9376255250651584, 0.07366364, 39, 15.234635634565667, 91, 'High Risk'),
(151812, 80, 18, '42:46.1', 36.81753651, 98.21045246039253, 122, 71, 27, 'Male', 61.38482148166747, 1.8696349472698717, 0.088479669, 51, 17.56092396749897, 88, 'High Risk'),
(151813, 86, 12, '41:46.1', 36.121400630463924, 95.49399785805304, 135, 70, 46, 'Female', 81.66141445, 1.6966643721509085, 0.12548698948222864, 65, 28.367758265831206, 91.66666666666666, 'Low Risk'),
(151814, 77, 19, '40:46.1', 36.67466808351296, 96.95006413788417, 122, 75, 25, 'Male', 71.15463835835769, 1.6804220113740416, 0.1463234940798902, 47, 25.198024420697585, 90.66666666666667, 'Low Risk'),
(151815, 82, 16, '39:46.1', 36.96973671690493, 95.24848825, 120, 78, 23, 'Female', 93.61277046, 1.8840699091185047, 0.094774728, 42, 26.371878820917253, 92, 'Low Risk'),
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(151817, 69, 18, '37:46.1', 37.35683288188223, 96.081569, 126, 75, 22, 'Male', 56.68110558223224, 1.5409118408305855, 0.0678172, 51, 23.871665914255843, 92, 'Low Risk'),
(151818, 85, 15, '36:46.1', 37.239725998358956, 97.66049334889175, 122, 82, 63, 'Male', 72.70688091318063, 1.887894581, 0.053256437, 40, 20.39952401806063, 95.33333333333333, 'Low Risk'),
(151819, 84, 18, '35:46.1', 36.003301489502206, 97.31968340570681, 119, 72, 47, 'Female', 51.40378359797361, 1.6321610254974257, 0.1204677379376954, 47, 19.296079529498595, 87.66666666666667, 'Low Risk'),
(151820, 82, 18, '34:46.1', 36.19340194893811, 97.51754556600265, 124, 89, 39, 'Male', 71.86291278143847, 1.825379601737643, 0.089957184, 35, 21.567431637487175, 100.66666666666667, 'Low Risk'),
(151821, 91, 18, '33:46.1', 37.276691879510125, 99.88903834287389, 116, 82, 55, 'Male', 68.28428499261067, 1.9301588948892476, 0.050524585, 34, 18.32882569542228, 93.33333333333333, 'High Risk'),
(151822, 98, 14, '32:46.1', 37.33671253669696, 95.30182688424146, 136, 78, 35, 'Male', 71.02279178837779, 1.9456921433730567, 0.1241276226496031, 58, 18.76071945918227, 97.33333333333333, 'High Risk'),
(151823, 70, 15, '31:46.1', 36.39895433930767, 96.54506677184203, 134, 85, 86, 'Male', 54.76536550730431, 1.8199202600176903, 0.11715711475697112, 49, 16.53488851347051, 101.33333333333333, 'High Risk'),
(151824, 61, 19, '30:46.1', 37.16466983, 98.73716601580324, 124, 71, 87, 'Male', 51.75236605320102, 1.9022074125429649, 0.053947553962312524, 53, 14.30258279748198, 88.66666666666666, 'High Risk'),
(151825, 67, 17, '29:46.1', 36.91362197646941, 99.50317122054157, 126, 71, 81, 'Male', 95.07896321, 1.8581937790030962, 0.12137889717574489, 55, 27.536100227890802, 89.33333333333333, 'Low Risk'),
(151826, 61, 13, '28:46.1', 36.00357924242017, 97.44431498333012, 131, 84, 81, 'Female', 68.91401444105651, 1.9633020424586674, 0.14859516296176697, 47, 17.878591964965505, 99.66666666666667, 'High Risk'),
(151827, 87, 16, '27:46.1', 37.398965554913254, 95.70992714468046, 119, 86, 74, 'Female', 54.18079887, 1.9898692572040146, 0.080521284, 33, 13.683472365525498, 97, 'High Risk'),
(151828, 87, 14, '26:46.1', 37.20912536, 99.60024273659249, 124, 81, 24, 'Female', 66.01815539415826, 1.8945000718765492, 0.147941562, 43, 18.393913228631178, 95.33333333333333, 'High Risk'),
(151829, 83, 15, '25:46.1', 37.13217144258264, 95.31688225662435, 110, 72, 86, 'Male', 72.67498702426576, 1.5403254466062588, 0.064345672, 38, 30.630915879115054, 84.66666666666667, 'High Risk'),
(151830, 94, 19, '24:46.1', 36.93304583, 97.83538441064925, 133, 88, 78, 'Male', 56.237710814016076, 1.9783704686787529, 0.10255225134004228, 45, 14.36853178033285, 103, 'High Risk'),
(151831, 96, 12, '23:46.1', 36.57440467157304, 98.34768330132586, 113, 88, 37, 'Male', 94.25086175104792, 1.7062031364260473, 0.14897591601985294, 25, 32.376049680163334, 96.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(151833, 99, 18, '21:46.1', 36.791131952751826, 96.99648937548086, 115, 81, 84, 'Female', 83.97680464316733, 1.8100705560476176, 0.14822946712906487, 34, 25.631164490007645, 92.33333333333333, 'High Risk'),
(151834, 72, 14, '20:46.1', 36.302743414362844, 95.02856416056225, 120, 72, 80, 'Male', 71.29769155, 1.718193360632176, 0.08341697, 48, 24.150793004962047, 88, 'Low Risk'),
(151835, 80, 16, '19:46.1', 36.19820153255336, 98.61743990082377, 111, 79, 44, 'Female', 71.63575957260478, 1.9335185313492118, 0.050580540890017234, 32, 19.161662764909046, 89.66666666666667, 'Low Risk'),
(151836, 67, 19, '18:46.1', 36.76089981, 99.25575114621378, 127, 77, 43, 'Female', 60.00959749723067, 1.7567849011007661, 0.056939444, 50, 19.44390692247064, 93.66666666666666, 'Low Risk'),
(151837, 63, 15, '17:46.1', 37.047416964306564, 99.39319411152606, 125, 73, 83, 'Male', 67.54906464975923, 1.5515742379572304, 0.078941274, 52, 28.059131192452664, 90.33333333333333, 'Low Risk'),
(151838, 66, 18, '16:46.1', 37.193424520875936, 99.52970905699195, 116, 86, 79, 'Female', 81.86434065220118, 1.5977441338527245, 0.09485889, 30, 32.06862246897491, 96, 'High Risk'),
(151839, 89, 18, '15:46.1', 37.17804929592397, 99.13565328019205, 110, 85, 68, 'Female', 57.22644860245384, 1.6574518800173825, 0.11347486112074263, 25, 20.831231139659355, 93.33333333333333, 'Low Risk'),
(151840, 89, 14, '14:46.1', 37.08195351737934, 95.73697570548546, 130, 84, 26, 'Female', 51.88807382331216, 1.6064735853309706, 0.054576946, 46, 20.10575430998112, 99.33333333333333, 'Low Risk'),
(151841, 99, 14, '13:46.1', 37.391761256567115, 96.51760744129732, 134, 82, 49, 'Female', 91.27160764507266, 1.7787514843120644, 0.064889419, 52, 28.847298549177797, 99.33333333333333, 'High Risk'),
(151842, 82, 12, '12:46.1', 36.97103562514754, 98.51156126757955, 128, 71, 30, 'Female', 90.81533635398623, 1.7466625024571054, 0.051853325356017145, 57, 29.76742047424894, 90, 'Low Risk'),
(151843, 83, 13, '11:46.1', 36.9593272, 98.54626527393332, 125, 89, 18, 'Female', 79.79389213133301, 1.9662430073721568, 0.093438114, 36, 20.639314414391126, 101, 'Low Risk'),
(151844, 99, 14, '10:46.1', 37.389737643843226, 95.79743595052223, 115, 81, 52, 'Male', 99.16558954756174, 1.5594141278281657, 0.095950729, 34, 40.77914061676286, 92.33333333333333, 'High Risk'),
(151845, 91, 17, '09:46.1', 37.34813607283126, 96.00600077, 126, 78, 69, 'Male', 77.92810531430484, 1.9830165225879735, 0.066218545, 48, 19.81716164, 94, 'High Risk'),
(151846, 77, 17, '08:46.1', 36.90925556044733, 99.55871555503856, 115, 85, 67, 'Male', 83.06784255055702, 1.7194382348705692, 0.086233394, 30, 28.096988347838497, 95, 'Low Risk'),
(151847, 64, 12, '07:46.1', 36.47062536411537, 95.01516046356953, 129, 83, 25, 'Female', 77.69445399962657, 1.6359392355503675, 0.1362287187788988, 46, 29.03057796054334, 98.33333333333333, 'Low Risk'),
(151848, 85, 14, '06:46.1', 37.33591093081778, 97.15605954615658, 138, 76, 71, 'Female', 67.34111921375919, 1.6500881677339194, 0.086796306, 62, 24.732386793923684, 96.66666666666666, 'Low Risk'),
(151849, 85, 16, '05:46.1', 37.172815196466644, 97.35252927791646, 123, 75, 75, 'Female', 82.46782715561689, 1.6283393454558246, 0.14172415114915654, 48, 31.102458433890327, 91, 'High Risk'),
(151850, 94, 17, '04:46.1', 37.463648598530284, 96.47063125072292, 128, 79, 49, 'Female', 62.58944907015429, 1.7309992789193183, 0.081518403, 49, 20.888504828295616, 95.33333333333333, 'High Risk'),
(151851, 94, 16, '03:46.1', 37.28841923182379, 96.91362830205335, 118, 79, 38, 'Male', 92.2034924, 1.797697799927394, 0.14347987935632278, 39, 28.530803150872526, 92, 'High Risk'),
(151852, 88, 16, '02:46.1', 37.11419081514631, 95.25285405383173, 115, 86, 83, 'Male', 95.16668042723954, 1.5358575474263925, 0.073735096, 29, 40.34438022465161, 95.66666666666667, 'High Risk'),
(151853, 90, 13, '01:46.1', 36.53126085699757, 98.65684060292106, 124, 84, 72, 'Female', 80.72559002596955, 1.9996714143755223, 0.10853807212472888, 40, 20.188030458169553, 97.33333333333333, 'Low Risk'),
(151854, 85, 13, '00:46.1', 37.22583448, 97.25062358969576, 124, 80, 88, 'Male', 99.25061849187423, 1.9604245981865636, 0.081645504, 44, 25.824560286125873, 94.66666666666667, 'Low Risk'),
(151855, 80, 12, '59:46.1', 37.320961402226196, 97.79247489892046, 110, 86, 54, 'Female', 92.00482833865505, 1.638427676332668, 0.079699367, 24, 34.27331152275169, 94, 'High Risk'),
(151856, 78, 18, '58:46.1', 36.44640866024178, 97.48059197, 120, 78, 67, 'Female', 84.84820011, 1.8003553007679811, 0.073772684, 42, 26.17738079369118, 92, 'Low Risk'),
(151857, 69, 15, '57:46.1', 36.79836685327452, 95.06933201196786, 132, 76, 39, 'Male', 61.554908532958876, 1.6520661408093478, 0.093290689, 56, 22.553182254928075, 94.66666666666666, 'Low Risk'),
(151858, 95, 13, '56:46.1', 36.84457124571029, 97.26535905644398, 112, 76, 29, 'Male', 98.78616236183043, 1.8195111721938937, 0.11876158074963973, 36, 29.839164668658217, 88, 'High Risk'),
(151859, 65, 12, '55:46.1', 37.041894132195765, 99.84824187866543, 116, 86, 68, 'Male', 99.77617556, 1.6273153670938512, 0.13038576285307663, 30, 37.67761483, 96, 'High Risk'),
(151860, 64, 19, '54:46.1', 36.90709552736334, 98.22159063, 119, 72, 44, 'Female', 73.20565753350847, 1.9733175750742167, 0.10691203545990532, 47, 18.799689570770266, 87.66666666666667, 'Low Risk'),
(151861, 86, 15, '53:46.1', 36.721281106627075, 97.22306290433856, 126, 85, 88, 'Male', 68.63298099462432, 1.7527532208291763, 0.1371929203590886, 41, 22.340419028478983, 98.66666666666667, 'Low Risk'),
(151862, 86, 13, '52:46.1', 36.073363931377436, 95.15386092037417, 111, 81, 34, 'Male', 65.01642855338963, 1.8263056969691216, 0.12556388224144444, 30, 19.49288684229353, 91, 'Low Risk'),
(151863, 71, 15, '51:46.1', 36.68644577714229, 98.65224482, 112, 84, 37, 'Male', 74.49126579247671, 1.836303004338274, 0.14301169722421758, 28, 22.091065562196114, 93.33333333333333, 'Low Risk'),
(151864, 84, 18, '50:46.1', 36.13889104, 97.16052658827174, 132, 80, 25, 'Male', 69.46841154666761, 1.8594104373559552, 0.093492448, 52, 20.09263243798994, 97.33333333333333, 'Low Risk'),
(151865, 89, 12, '49:46.1', 36.66597775426247, 97.22144374473869, 119, 77, 44, 'Female', 74.09480254580379, 1.9090609250360449, 0.1196845894372603, 42, 20.33050507225204, 91, 'Low Risk'),
(151866, 77, 13, '48:46.1', 36.38806562317871, 96.56643920879289, 126, 74, 44, 'Male', 90.32665312101119, 1.8774058652954912, 0.11777568391063115, 52, 25.627106748073288, 91.33333333333333, 'Low Risk'),
(151867, 87, 12, '47:46.1', 36.553575474714215, 99.72646065945821, 136, 74, 64, 'Female', 73.73771065760721, 1.8764750671802688, 0.10464241551241815, 62, 20.94132000456794, 94.66666666666666, 'Low Risk'),
(151868, 74, 14, '46:46.1', 36.71479289, 98.32622777763295, 116, 82, 45, 'Female', 50.235912437287304, 1.6018084923541576, 0.10826042595113922, 34, 19.579117426413628, 93.33333333333333, 'Low Risk'),
(151869, 67, 17, '45:46.1', 36.577307850670145, 98.57942704505949, 138, 81, 78, 'Female', 61.27491017780075, 1.965276344748269, 0.079963504, 57, 15.864830256600623, 100, 'High Risk'),
(151870, 77, 16, '44:46.1', 36.40554138819063, 99.66502365764771, 138, 70, 86, 'Male', 74.80667422348631, 1.8889998134405697, 0.06635447, 68, 20.96411421490516, 92.66666666666666, 'Low Risk'),
(151871, 78, 16, '43:46.1', 36.67156484708616, 95.61975669236311, 138, 87, 78, 'Female', 87.61305116649001, 1.5594892036327268, 0.075846785, 51, 36.02500586231577, 104, 'High Risk'),
(151872, 92, 18, '42:46.1', 36.69246623835549, 95.80669982084143, 113, 76, 25, 'Female', 95.20541997731432, 1.504851872738798, 0.097900257, 37, 42.041109317711154, 88.33333333333333, 'High Risk'),
(151873, 71, 19, '41:46.1', 36.49773385168557, 99.31081696069455, 112, 74, 58, 'Male', 94.54484407, 1.8519663381874667, 0.084697529, 38, 27.56586804, 86.66666666666667, 'Low Risk'),
(151874, 76, 16, '40:46.1', 36.043259004402096, 98.71436531537688, 128, 71, 44, 'Male', 73.70268645479103, 1.7406844368171503, 0.12991091684050513, 57, 24.324460986504583, 90, 'Low Risk'),
(151875, 79, 18, '39:46.1', 36.19270716260276, 95.3862891, 118, 81, 32, 'Female', 54.66386380703106, 1.5005995901502032, 0.13837716635231737, 37, 24.275639456361006, 93.33333333333333, 'Low Risk'),
(151876, 86, 15, '38:46.1', 37.392176288220575, 96.25078056, 133, 71, 36, 'Female', 87.00690947, 1.752916516159514, 0.11976014063137101, 62, 28.315959111531896, 91.66666666666666, 'Low Risk'),
(151877, 74, 12, '37:46.1', 36.15791781462502, 98.17612322749102, 119, 89, 43, 'Female', 85.83129515633475, 1.5817009894312395, 0.090808686, 30, 34.308117855092824, 99, 'High Risk'),
(151878, 79, 17, '36:46.1', 37.176238421102624, 95.37761628059576, 124, 71, 39, 'Male', 98.97882558872271, 1.9928864556724077, 0.10327266791637302, 53, 24.92167254473125, 88.66666666666666, 'Low Risk'),
(151879, 68, 19, '35:46.1', 37.213053462718705, 95.67299639027885, 127, 85, 53, 'Female', 69.33004264209904, 1.555928196715278, 0.091885743, 42, 28.637978908668074, 99, 'Low Risk'),
(151880, 72, 17, '34:46.1', 36.12456347343213, 96.61258319037516, 139, 86, 37, 'Male', 79.80454458424438, 1.8454256227564665, 0.12074052603588704, 53, 23.43335819390488, 103.66666666666666, 'Low Risk'),
(151881, 62, 12, '33:46.1', 36.47487778488312, 99.18354006645235, 121, 75, 27, 'Female', 76.34365628, 1.5150363228278036, 0.11829600096422269, 46, 33.260353848981566, 90.33333333333333, 'High Risk'),
(151882, 70, 12, '32:46.1', 37.47628669213266, 97.27715733533836, 128, 89, 25, 'Male', 58.664854231511626, 1.500484956804456, 0.13567697882130586, 39, 26.056417507809797, 102, 'Low Risk'),
(151883, 85, 18, '31:46.1', 36.236584605732396, 98.11083739, 111, 74, 78, 'Female', 74.86189029272522, 1.6940937330307724, 0.10832112695246995, 37, 26.08470426528346, 86.33333333333333, 'Low Risk'),
(151884, 75, 18, '30:46.1', 36.86447963300662, 96.66364617, 137, 88, 72, 'Male', 86.55260229174552, 1.7400777171039072, 0.069971653, 49, 28.585305544117716, 104.33333333333333, 'Low Risk'),
(151885, 95, 14, '29:46.1', 36.13825611617257, 96.94243831255437, 120, 81, 43, 'Male', 53.872665367935184, 1.5055206225923572, 0.14903001321898343, 39, 23.768131700244446, 94, 'High Risk'),
(151886, 68, 19, '28:46.1', 36.72709136547578, 96.42955813950172, 118, 85, 52, 'Female', 72.55443449310377, 1.5319872979421292, 0.080159267, 33, 30.913888238462043, 96, 'High Risk'),
(151887, 73, 18, '27:46.1', 37.18492246184539, 96.46727758619751, 116, 82, 56, 'Male', 63.89140486861518, 1.9760860989771203, 0.13725218735948475, 34, 16.361786128458764, 93.33333333333333, 'High Risk'),
(151888, 90, 12, '26:46.1', 36.13859368006446, 98.98845253461432, 131, 85, 69, 'Female', 59.622893197211816, 1.5326373251194922, 0.099767139, 46, 25.38249155837575, 100.33333333333333, 'Low Risk'),
(151889, 69, 15, '25:46.1', 37.13250656203382, 99.88729278684795, 130, 88, 83, 'Female', 92.90218237123145, 1.5696683574308699, 0.084388956, 42, 37.70596926, 102, 'High Risk'),
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(152065, 94, 12, '29:46.1', 37.12978607044549, 99.16254237263514, 121, 89, 26, 'Female', 82.11822822216149, 1.9843107135604658, 0.072140577, 32, 20.85548126136804, 99.66666666666667, 'High Risk'),
(152066, 95, 17, '28:46.1', 36.329582716967465, 97.03748626685524, 111, 71, 43, 'Female', 98.56595407524722, 1.9573585325953422, 0.058617452745312805, 40, 25.72682328, 84.33333333333333, 'High Risk'),
(152067, 71, 16, '27:46.1', 36.15290031004942, 98.03581944449313, 136, 80, 56, 'Female', 97.06012854037132, 1.5852357626664757, 0.11980606798185918, 56, 38.62363456235456, 98.66666666666666, 'High Risk'),
(152068, 76, 16, '26:46.1', 36.40379868, 99.22453639481319, 127, 73, 19, 'Female', 85.56356936445732, 1.5692329112352292, 0.070631063, 54, 34.74674102779681, 91, 'High Risk'),
(152069, 77, 18, '25:46.1', 36.92068612423401, 98.11936090067384, 116, 85, 20, 'Female', 99.22832154502595, 1.8405017344773005, 0.12935154341927713, 31, 29.29295491509181, 95.33333333333333, 'Low Risk'),
(152070, 62, 13, '24:46.1', 36.99639131, 96.18762248841246, 125, 73, 20, 'Male', 94.27275251723884, 1.6516618256688957, 0.085751701, 52, 34.557627987127105, 90.33333333333333, 'High Risk'),
(152071, 71, 14, '23:46.1', 36.40249543434651, 96.24901834386142, 138, 70, 60, 'Female', 91.93166963772805, 1.899654229, 0.11519510303175158, 68, 25.475107792472702, 92.66666666666666, 'Low Risk'),
(152072, 96, 19, '22:46.1', 37.35049967618046, 96.87889882999676, 121, 75, 35, 'Female', 74.56923864668178, 1.5388007970137678, 0.13355428804627717, 46, 31.491612858160842, 90.33333333333333, 'High Risk'),
(152073, 90, 17, '21:46.1', 36.032194108010984, 96.58782226093436, 137, 76, 70, 'Male', 64.23254623458301, 1.5994131883160678, 0.11396030158603815, 61, 25.109252999208728, 96.33333333333333, 'Low Risk'),
(152074, 85, 17, '20:46.1', 36.904190946929724, 99.12167859724934, 132, 73, 82, 'Female', 73.53385380137397, 1.941943065383742, 0.14227171014420315, 59, 19.499089891847333, 92.66666666666666, 'Low Risk'),
(152075, 71, 17, '19:46.1', 37.019861326714754, 98.90183975, 123, 72, 39, 'Male', 97.26540955198413, 1.8306099312393298, 0.072280379, 51, 29.024636643387137, 89, 'Low Risk'),
(152076, 70, 16, '18:46.1', 37.41396282596442, 99.74502571433608, 134, 89, 48, 'Female', 98.42843301, 1.8748699471927015, 0.095664303, 45, 28.00130523538064, 104, 'Low Risk'),
(152077, 83, 18, '17:46.1', 36.23399433783252, 95.08648609, 117, 84, 27, 'Male', 66.81643392053056, 1.7697529203759064, 0.13173953600145127, 33, 21.33329887364392, 95, 'Low Risk'),
(152078, 89, 18, '16:46.1', 37.445588425338784, 97.71212902260675, 121, 76, 89, 'Male', 78.43124464, 1.6970794959605613, 0.12018371349703579, 45, 27.232325800678275, 91, 'Low Risk'),
(152079, 94, 18, '15:46.1', 36.94525933324041, 95.42941276503258, 112, 87, 38, 'Female', 73.67810520006672, 1.6466597219546726, 0.089350874, 25, 27.17257044145283, 95.33333333333333, 'High Risk'),
(152080, 84, 12, '14:46.1', 37.25203287774459, 97.29140762333532, 119, 86, 76, 'Male', 83.32577437906963, 1.5776984804751502, 0.10397977821723689, 33, 33.47582924437343, 97, 'High Risk'),
(152081, 77, 15, '13:46.1', 37.35660780527502, 97.39181917285951, 127, 88, 18, 'Male', 55.95840229915381, 1.9489793594241795, 0.063483536, 39, 14.731630817549954, 101, 'High Risk'),
(152082, 79, 19, '12:46.1', 37.32315168545201, 97.66107136830321, 111, 88, 19, 'Male', 94.83213202744909, 1.5961614031004485, 0.054876339, 23, 37.222188552029955, 95.66666666666667, 'High Risk'),
(152083, 87, 14, '11:46.1', 37.002058821905116, 99.17482502701324, 132, 71, 33, 'Female', 85.81377116640583, 1.8986828157285358, 0.1414288504452602, 61, 23.80412095262648, 91.33333333333333, 'Low Risk'),
(152084, 94, 15, '10:46.1', 36.430695989302215, 97.10351218583737, 122, 85, 18, 'Male', 70.71240214, 1.628184170344773, 0.10335209132635513, 37, 26.67402381303727, 97.33333333333333, 'High Risk'),
(152085, 75, 15, '09:46.1', 36.96676239, 99.50103775048566, 123, 86, 40, 'Male', 73.40201816625326, 1.6616994170059631, 0.087499769, 37, 26.582943356902053, 98.33333333333333, 'Low Risk'),
(152086, 95, 19, '08:46.1', 37.34230874502631, 97.21650605740949, 136, 73, 75, 'Female', 93.54723613554214, 1.7325714223648145, 0.085517982, 63, 31.163675055964216, 94, 'High Risk'),
(152087, 71, 13, '07:46.1', 37.22674548898846, 95.02903554038032, 119, 86, 40, 'Male', 90.11310156448849, 1.8205443629578681, 0.1462069908403641, 33, 27.18850983803173, 97, 'Low Risk'),
(152088, 60, 18, '06:46.1', 37.080928186992274, 99.29949290328496, 119, 85, 56, 'Female', 98.1293829, 1.7068373854713603, 0.132402317, 34, 33.683310920803194, 96.33333333333333, 'High Risk'),
(152089, 78, 12, '05:46.1', 37.30402739178831, 96.69239472167266, 136, 71, 18, 'Female', 76.32844745589777, 1.9858389749913457, 0.052554790711164326, 65, 19.355231431788262, 92.66666666666666, 'Low Risk'),
(152090, 97, 18, '04:46.1', 36.35815430344021, 99.30499751699986, 127, 73, 80, 'Male', 62.277158108384214, 1.6732375745936072, 0.1354156942112572, 54, 22.244034958557112, 91, 'High Risk'),
(152091, 65, 19, '03:46.1', 36.25997617850811, 96.07707899933072, 121, 74, 67, 'Female', 97.42295786, 1.8871733440351304, 0.065425503, 47, 27.35506328783711, 89.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(152093, 93, 18, '01:46.1', 36.62245707967497, 97.39691383204641, 117, 76, 26, 'Male', 68.93474525553938, 1.6304590014010718, 0.064325789, 41, 25.930948909562648, 89.66666666666667, 'High Risk'),
(152094, 94, 17, '00:46.1', 36.020449920868636, 99.94160062, 132, 85, 59, 'Female', 79.08178150129658, 1.7080423231460755, 0.10727072330131598, 47, 27.10685850000971, 100.66666666666667, 'High Risk'),
(152095, 65, 18, '59:46.1', 36.62594320646403, 98.95564467897132, 135, 79, 86, 'Female', 79.99228431619049, 1.9187107022888439, 0.056770909961590676, 56, 21.728467810942444, 97.66666666666666, 'Low Risk'),
(152096, 78, 17, '58:46.1', 37.360498060202914, 97.32135050948862, 123, 74, 46, 'Female', 61.334556659836096, 1.7008072359648556, 0.10009333711772461, 49, 21.202889046978495, 90.33333333333333, 'Low Risk'),
(152097, 74, 13, '57:46.1', 36.833083838690854, 99.14979036238789, 121, 70, 49, 'Male', 51.93077074556977, 1.6574935584953476, 0.063697322, 51, 18.90257934756109, 87, 'Low Risk'),
(152098, 60, 18, '56:46.1', 37.27301135311017, 97.76131119412453, 132, 80, 42, 'Male', 96.92872688608705, 1.5619027207882383, 0.12802171538945661, 52, 39.73237681984512, 97.33333333333333, 'High Risk'),
(152099, 65, 18, '55:46.1', 37.44335494501592, 97.48007389219248, 115, 77, 55, 'Female', 96.04180341758652, 1.9009798722221551, 0.093061314, 38, 26.576957953714253, 89.66666666666667, 'Low Risk'),
(152100, 85, 16, '54:46.1', 36.61265690905974, 99.08978625331218, 124, 89, 25, 'Female', 93.89886307670517, 1.8008922605740223, 0.088712367, 35, 28.952420017404723, 100.66666666666667, 'Low Risk'),
(152101, 79, 12, '53:46.1', 37.457229604679874, 95.99087912790719, 138, 76, 75, 'Female', 99.94828677282393, 1.9731857960257202, 0.059933455, 62, 25.670799408689987, 96.66666666666666, 'Low Risk'),
(152102, 63, 17, '52:46.1', 36.896396708033976, 97.14147334318545, 125, 78, 27, 'Female', 99.66050544508852, 1.6518340503760647, 0.11271044192346769, 47, 36.52500271480746, 93.66666666666667, 'High Risk'),
(152103, 66, 17, '51:46.1', 37.00465739948868, 97.27732645373237, 117, 87, 19, 'Male', 77.98443807344051, 1.925423017875355, 0.1322979978061658, 30, 21.03563508936754, 97, 'Low Risk'),
(152104, 63, 12, '50:46.1', 36.75544673126762, 95.53822637888544, 123, 83, 81, 'Male', 89.79062208, 1.722493279106216, 0.13799422553521426, 40, 30.263273891310515, 96.33333333333333, 'High Risk'),
(152105, 73, 19, '49:46.1', 37.281148121071034, 99.78250702814219, 120, 84, 81, 'Female', 89.70903959652662, 1.9890436847383706, 0.14631161382505153, 36, 22.675014019333556, 96, 'Low Risk'),
(152106, 84, 16, '48:46.1', 36.47432796, 99.58845541, 110, 86, 23, 'Female', 90.03127749061815, 1.6503278159228403, 0.098323294, 24, 33.05620348348333, 94, 'High Risk'),
(152107, 84, 19, '47:46.1', 36.094547587242744, 97.34329376059735, 130, 84, 78, 'Male', 63.87181864674928, 1.5615708342984893, 0.059817352311796336, 46, 26.193039878193392, 99.33333333333333, 'Low Risk'),
(152108, 73, 18, '46:46.1', 37.39667402327954, 97.96598541576171, 112, 82, 64, 'Male', 57.15720872154387, 1.699006681913147, 0.11584149037060375, 30, 19.800713414383328, 92, 'Low Risk'),
(152109, 74, 12, '45:46.1', 36.561625883050326, 98.59292303, 134, 83, 22, 'Female', 64.86449447678426, 1.631457373401226, 0.068444474, 51, 24.370002606547526, 100, 'Low Risk'),
(152110, 95, 12, '44:46.1', 36.33505481519798, 97.74873560744359, 115, 74, 51, 'Female', 77.29687520805865, 1.578777099737956, 0.10871989255638034, 41, 31.01132346529356, 87.66666666666667, 'High Risk'),
(152111, 75, 19, '43:46.1', 36.24080220445591, 98.55942821, 112, 74, 26, 'Female', 67.82122126091974, 1.6162017787158074, 0.096527799, 38, 25.964170064975395, 86.66666666666667, 'Low Risk'),
(152112, 75, 17, '42:46.1', 37.23931312348159, 97.12238526, 128, 70, 58, 'Female', 65.88309188597977, 1.6471447303349593, 0.060017337806026506, 58, 24.283453472970002, 89.33333333333333, 'Low Risk'),
(152113, 63, 14, '41:46.1', 36.40200214226483, 98.76028872868791, 117, 73, 85, 'Female', 55.47425952741125, 1.9632794120610828, 0.11186445130673905, 44, 14.39220343631252, 87.66666666666667, 'High Risk'),
(152114, 72, 17, '40:46.1', 36.54460737613577, 97.08127339379897, 139, 84, 41, 'Male', 62.60505649312913, 1.6371137688235948, 0.069164852, 55, 23.358862462419612, 102.33333333333333, 'Low Risk'),
(152115, 68, 19, '39:46.1', 36.147524836520766, 97.77505453408874, 129, 85, 56, 'Female', 91.84494718842316, 1.9765013170347965, 0.11766454247858864, 44, 23.51045600051555, 99.66666666666667, 'Low Risk'),
(152116, 89, 12, '38:46.1', 36.055025548066965, 97.65534579770724, 137, 81, 21, 'Male', 60.51461654646771, 1.6416736912192809, 0.11780862154545457, 56, 22.45363242891459, 99.66666666666666, 'Low Risk'),
(152117, 64, 14, '37:46.1', 37.39020997454722, 98.46567491882901, 136, 79, 54, 'Female', 63.878799804469786, 1.8809837728003092, 0.067307655, 57, 18.05454923357698, 98, 'High Risk'),
(152118, 90, 18, '36:46.1', 36.18476214473566, 98.67726542177222, 120, 73, 31, 'Female', 95.46311103213183, 1.757336151315823, 0.1366223973477338, 47, 30.911914025989812, 88.66666666666667, 'High Risk'),
(152119, 64, 16, '35:46.1', 36.50296314, 96.93630602619605, 128, 81, 35, 'Male', 76.01784081646744, 1.5336868495846512, 0.12766954151995352, 47, 32.317826294827114, 96.66666666666667, 'High Risk'),
(152120, 94, 18, '34:46.1', 37.11428199, 97.69143862978365, 117, 70, 43, 'Female', 94.14496778985682, 1.7515109430211453, 0.108026924, 47, 30.688198958400793, 85.66666666666667, 'High Risk'),
(152121, 68, 14, '33:46.1', 36.86015966692869, 98.62259923538794, 137, 78, 28, 'Female', 67.86341681758921, 1.5947321400511942, 0.075304949, 59, 26.684571163762612, 97.66666666666666, 'Low Risk'),
(152122, 80, 12, '32:46.1', 36.77850589801151, 96.83366014179114, 115, 74, 69, 'Female', 52.23656751133716, 1.9567625338542287, 0.1265964736703319, 41, 13.642638858691159, 87.66666666666667, 'High Risk'),
(152123, 86, 18, '31:46.1', 36.57815386101256, 95.74866978582628, 130, 77, 78, 'Male', 98.01744338447683, 1.8293484364408659, 0.065259488, 53, 29.28940190795277, 94.66666666666666, 'Low Risk'),
(152124, 91, 12, '30:46.1', 37.356562403446546, 99.59605144731015, 133, 76, 58, 'Male', 53.37744330522495, 1.5585103067807011, 0.11220079264239313, 57, 21.975482053153424, 95, 'High Risk'),
(152125, 86, 18, '29:46.1', 36.03748936402606, 95.37497522957639, 129, 73, 54, 'Female', 68.71406471126144, 1.672419693927698, 0.1299759272109121, 56, 24.56716787355707, 91.66666666666666, 'Low Risk'),
(152126, 91, 18, '28:46.1', 36.48779477620895, 97.33546847923103, 124, 77, 24, 'Male', 87.76255842939659, 1.5689344432339818, 0.11275162393046914, 47, 35.653295657007455, 92.66666666666667, 'High Risk'),
(152127, 97, 16, '27:46.1', 37.16808078375931, 98.51076830033008, 126, 80, 55, 'Female', 93.66518067337826, 1.5556162522486667, 0.11504630559752017, 46, 38.70554897800413, 95.33333333333333, 'High Risk'),
(152128, 98, 12, '26:46.1', 37.02837945978543, 97.57875797674615, 124, 84, 33, 'Female', 57.86422665, 1.9148730192283845, 0.058283918, 40, 15.780842788651897, 97.33333333333333, 'High Risk'),
(152129, 77, 15, '25:46.1', 36.13875600132181, 99.13430876214382, 124, 88, 37, 'Male', 89.16644316768486, 1.5629175234035075, 0.1343517842600519, 36, 36.50306418402099, 100, 'High Risk'),
(152130, 95, 18, '24:46.1', 36.26261926663547, 99.27976760131243, 112, 88, 81, 'Female', 76.96838506636813, 1.9946516154066014, 0.1417125857969584, 24, 19.34542469295107, 96, 'High Risk'),
(152131, 63, 19, '23:46.1', 36.38070671722335, 99.48997188297311, 130, 83, 44, 'Male', 53.11833228648132, 1.7408398406231753, 0.10464727163192886, 47, 17.527775284818613, 98.66666666666667, 'High Risk'),
(152132, 71, 19, '22:46.1', 37.23557635778097, 96.25636404430087, 114, 88, 86, 'Male', 84.46357044689228, 1.7026324740348204, 0.11235070870006875, 26, 29.135844544428416, 96.66666666666667, 'Low Risk'),
(152133, 80, 17, '21:46.1', 36.203908227452175, 96.03396243968447, 123, 84, 48, 'Female', 86.69232472830228, 1.8325646291339421, 0.11209740105748286, 39, 25.814400837506444, 97, 'Low Risk'),
(152134, 95, 19, '20:46.1', 37.354494786614445, 99.83120464086252, 129, 73, 59, 'Female', 60.483271551526435, 1.5109575410930227, 0.11231096277049579, 56, 26.49297642972642, 91.66666666666666, 'High Risk'),
(152135, 67, 18, '19:46.1', 37.04369596203503, 97.91690529556082, 134, 82, 35, 'Male', 99.75285478777617, 1.559466117014713, 0.1461252555659031, 52, 41.017902378425944, 99.33333333333333, 'High Risk'),
(152136, 76, 13, '18:46.1', 37.16003241755317, 98.05766674080377, 132, 85, 51, 'Female', 81.16956671768511, 1.8444537449795606, 0.069269926, 47, 23.85929960434854, 100.66666666666667, 'Low Risk'),
(152137, 90, 16, '17:46.1', 37.45858928062132, 96.49578573506795, 114, 75, 87, 'Male', 88.52839372, 1.6147242367004702, 0.10137105998878329, 39, 33.95360221, 88, 'High Risk'),
(152138, 63, 18, '16:46.1', 37.04197985847786, 96.14444644442486, 136, 87, 66, 'Female', 63.650425268424385, 1.9270132198713728, 0.060608121967261924, 49, 17.140832915840697, 103.33333333333333, 'High Risk'),
(152139, 99, 15, '15:46.1', 36.48765186771521, 97.28742142159464, 128, 84, 31, 'Male', 88.69908895402483, 1.5945314452688066, 0.13319563990010921, 44, 34.88614508622369, 98.66666666666667, 'High Risk'),
(152140, 71, 13, '14:46.1', 36.68439213588451, 96.35389871813891, 126, 84, 19, 'Female', 77.03285899261479, 1.7798343360099926, 0.099962651, 42, 24.31738411760063, 98, 'Low Risk'),
(152141, 90, 18, '13:46.1', 37.178639792045125, 98.36691449917151, 114, 84, 69, 'Male', 91.57219742604642, 1.750387457920589, 0.085916491, 30, 29.887889596972574, 94, 'Low Risk'),
(152142, 79, 15, '12:46.1', 36.48999023678927, 95.38796412424273, 124, 86, 63, 'Male', 64.3855485, 1.816296151218761, 0.1298896618232629, 38, 19.51709043442864, 98.66666666666667, 'Low Risk'),
(152143, 90, 18, '11:46.1', 37.388495647070705, 97.20639958673229, 134, 76, 45, 'Female', 98.22518946669146, 1.6707388007620088, 0.098296511, 58, 35.18890541, 95.33333333333333, 'High Risk'),
(152144, 74, 17, '10:46.1', 36.77472441405811, 97.93159407911182, 113, 75, 30, 'Male', 76.2733688, 1.6214208217453043, 0.11110943859031383, 38, 29.012251722457158, 87.66666666666667, 'Low Risk'),
(152145, 79, 17, '09:46.1', 36.45937054320087, 96.33470063029719, 131, 81, 81, 'Male', 55.86782270156911, 1.9842233742726898, 0.085456543, 50, 14.189942105120645, 97.66666666666666, 'High Risk'),
(152146, 66, 16, '08:46.1', 36.09210576481804, 98.12557017924358, 124, 81, 36, 'Male', 81.57614312252798, 1.8012795109919377, 0.10006488860644122, 43, 25.14206530405461, 95.33333333333333, 'Low Risk'),
(152147, 73, 15, '07:46.1', 36.85103195865845, 95.52568958577868, 110, 80, 25, 'Female', 90.86174685022695, 1.8777743110197946, 0.12503238510362383, 30, 25.768805960264448, 90, 'Low Risk'),
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(152323, 89, 14, '11:46.1', 37.39762419905916, 97.48054750973553, 130, 81, 31, 'Female', 99.16572879, 1.7071978308266156, 0.072899879, 49, 34.02466887781138, 97.33333333333333, 'High Risk'),
(152324, 88, 15, '10:46.1', 37.102778284256566, 95.34638482030157, 111, 80, 35, 'Male', 73.11762898353463, 1.7356221637780873, 0.059067044, 31, 24.272344366966234, 90.33333333333333, 'Low Risk'),
(152325, 85, 14, '09:46.1', 36.71204552163222, 99.14460780637565, 123, 87, 79, 'Female', 94.89731468061889, 1.861483243, 0.097274107, 36, 27.386445033315784, 99, 'Low Risk'),
(152326, 93, 14, '08:46.1', 36.81993218702678, 98.14486145669743, 131, 73, 35, 'Male', 57.22024784373858, 1.7460488980077722, 0.051407299, 58, 18.76881833276852, 92.33333333333333, 'High Risk'),
(152327, 70, 15, '07:46.1', 37.07004068315239, 99.31755884387385, 134, 70, 88, 'Male', 50.011219748226715, 1.7530290077871626, 0.10161812037953287, 64, 16.27381002361808, 91.33333333333333, 'High Risk'),
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(152329, 99, 15, '05:46.1', 37.19380260307021, 98.42906011899628, 113, 85, 54, 'Female', 59.208069826016235, 1.5479354628233635, 0.123572268, 28, 24.710139858905688, 94.33333333333333, 'High Risk'),
(152330, 85, 14, '04:46.1', 36.35990984360079, 98.70260196805523, 113, 82, 64, 'Male', 52.094496679606166, 1.685452917194155, 0.099211989, 31, 18.338279859393698, 92.33333333333333, 'High Risk'),
(152331, 97, 19, '03:46.1', 37.47465482383416, 97.58177249355472, 127, 75, 24, 'Male', 74.90944427, 1.8305223711131169, 0.13612668360187052, 52, 22.355608397826984, 92.33333333333333, 'High Risk'),
(152332, 96, 12, '02:46.1', 37.49751518825769, 98.10167522724473, 116, 81, 43, 'Female', 64.75612233378479, 1.9213584185492507, 0.056318195, 35, 17.541392231635836, 92.66666666666667, 'High Risk'),
(152333, 82, 13, '01:46.1', 36.6842107, 99.64586780526177, 124, 73, 36, 'Female', 50.324745778662525, 1.6390872629553348, 0.12530814882016872, 51, 18.731710569319926, 90, 'Low Risk'),
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(152335, 67, 16, '59:46.1', 37.31282618571514, 96.68207037517162, 118, 85, 28, 'Female', 72.80463759998108, 1.5244884777099879, 0.062085475, 33, 31.326418960940753, 96, 'High Risk'),
(152336, 94, 17, '58:46.1', 36.995110968184896, 96.81474988691005, 125, 89, 40, 'Male', 58.629741900514674, 1.9480904563141275, 0.098075971, 36, 15.448977648689615, 101, 'High Risk'),
(152337, 70, 17, '57:46.1', 36.62525782441097, 99.79934118257323, 116, 72, 70, 'Female', 58.57015664363453, 1.9879827398086345, 0.056664431638405614, 44, 14.820101112509487, 86.66666666666667, 'High Risk'),
(152338, 96, 19, '56:46.1', 37.19191690596213, 96.49232943207241, 122, 70, 39, 'Male', 66.28518546, 1.7704731195779595, 0.076267167, 52, 21.14646611919148, 87.33333333333333, 'High Risk'),
(152339, 72, 17, '55:46.1', 37.264856100017575, 95.80977273148547, 110, 89, 56, 'Female', 98.41889488281001, 1.8201618419013788, 0.10935251130150339, 21, 29.7069779, 96, 'Low Risk'),
(152340, 64, 13, '54:46.1', 36.321642397141716, 98.14434907, 118, 70, 45, 'Male', 79.34352198873142, 1.8312515329739953, 0.11101393632713003, 48, 23.660039863175186, 86, 'Low Risk'),
(152341, 68, 17, '53:46.1', 37.33354179308261, 95.21461541143442, 122, 70, 66, 'Female', 60.58921643771919, 1.8886725853966428, 0.1473857814044212, 52, 16.98564265589616, 87.33333333333333, 'High Risk'),
(152342, 87, 13, '52:46.1', 36.76018026931916, 95.98689556021519, 125, 83, 59, 'Male', 85.71237092380105, 1.5045092757432688, 0.1392915542970216, 42, 37.86637828532055, 97, 'High Risk'),
(152343, 77, 18, '51:46.1', 36.90517848530122, 99.55076187111898, 129, 75, 65, 'Male', 80.00141646660427, 1.510866408095787, 0.077293604, 54, 35.04657206458726, 93, 'High Risk'),
(152344, 78, 14, '50:46.1', 36.28820736169574, 98.98132744994092, 130, 73, 41, 'Female', 62.70060855834535, 1.7550407420328158, 0.082932982, 57, 20.35623006025533, 92, 'Low Risk'),
(152345, 61, 16, '49:46.1', 37.34556323, 99.63291801895616, 124, 80, 64, 'Male', 86.33253068964183, 1.6852891371781986, 0.084415077, 44, 30.39664341271782, 94.66666666666667, 'High Risk'),
(152346, 60, 12, '48:46.1', 36.888100454807386, 99.65740624888603, 136, 82, 23, 'Female', 77.91354519536984, 1.7102933256740909, 0.071876627, 54, 26.636169144842203, 100, 'Low Risk'),
(152347, 75, 13, '47:46.1', 36.66642980406132, 97.82676589, 116, 81, 20, 'Female', 98.46471794745337, 1.5862883693635608, 0.07300205, 35, 39.13058685290845, 92.66666666666667, 'High Risk'),
(152348, 63, 16, '46:46.1', 37.14278081, 99.27707105353224, 113, 81, 44, 'Male', 75.88063662, 1.8664190889397843, 0.067099557, 32, 21.78274616748713, 91.66666666666667, 'Low Risk'),
(152349, 70, 13, '45:46.1', 37.36105525230266, 97.46098963134484, 115, 82, 72, 'Female', 59.749668445294375, 1.5704997858343015, 0.07935555, 33, 24.224774144818735, 93, 'Low Risk'),
(152350, 79, 16, '44:46.1', 36.55303260339295, 98.14134318185198, 131, 74, 65, 'Male', 90.00922842, 1.9887633821958937, 0.054977234, 57, 22.75730388782539, 93, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(152352, 60, 15, '42:46.1', 36.94297214096321, 98.59233575, 114, 76, 75, 'Female', 79.62961274, 1.8295728031470562, 0.1310821462516657, 38, 23.788946634067706, 88.66666666666667, 'Low Risk'),
(152353, 95, 16, '41:46.1', 37.37834781778475, 99.55147030044469, 138, 71, 60, 'Female', 55.68515983985684, 1.8153764777180648, 0.072118566, 67, 16.89686222238407, 93.33333333333333, 'High Risk'),
(152354, 68, 18, '40:46.1', 36.03317114842901, 97.33619957, 118, 86, 49, 'Female', 94.51799299324502, 1.9467225561906518, 0.10774523473545067, 32, 24.94056968361591, 96.66666666666667, 'Low Risk'),
(152355, 77, 12, '39:46.1', 36.28821715324833, 99.63460473154974, 110, 89, 89, 'Female', 84.32926853740912, 1.553409830240212, 0.068207584, 21, 34.94670509279538, 96, 'High Risk'),
(152356, 62, 12, '38:46.1', 36.08653116542726, 97.67443862165032, 113, 88, 33, 'Male', 76.58633061152042, 1.6040239788390425, 0.07214965, 25, 29.76662179625265, 96.33333333333333, 'Low Risk'),
(152357, 68, 14, '37:46.1', 36.11899006179508, 99.78664555256142, 131, 79, 51, 'Female', 87.03481900746938, 1.538521843013791, 0.12711522941383896, 52, 36.76932840890825, 96.33333333333333, 'High Risk'),
(152358, 76, 19, '36:46.1', 36.65386491805458, 97.92694081563363, 136, 75, 50, 'Male', 68.14776187094728, 1.563075616331712, 0.098365253, 61, 27.892768394616162, 95.33333333333333, 'Low Risk'),
(152359, 73, 12, '35:46.1', 36.13850761761223, 95.14388032647072, 123, 78, 86, 'Female', 84.63162665992961, 1.9295028425307106, 0.060355607, 45, 22.73221960412338, 93, 'Low Risk'),
(152360, 99, 16, '34:46.1', 36.416025054924376, 95.86771691460054, 132, 79, 46, 'Male', 79.06795090031108, 1.8008548132828486, 0.11298273986192921, 53, 24.380526608815774, 96.66666666666666, 'High Risk'),
(152361, 75, 18, '33:46.1', 36.41915687240701, 98.19853390056304, 137, 73, 83, 'Female', 69.88703208432769, 1.823672175061405, 0.080027613, 64, 21.013725453155875, 94.33333333333333, 'Low Risk'),
(152362, 87, 17, '32:46.1', 36.71172360863151, 97.53337623068185, 123, 87, 41, 'Female', 93.10639547409576, 1.9474387337591037, 0.053808059, 36, 24.550023166734704, 99, 'Low Risk'),
(152363, 67, 16, '31:46.1', 36.818887960943876, 96.74786340931581, 130, 83, 41, 'Female', 76.81728302134638, 1.9782210306653745, 0.062625153, 47, 19.629503424760554, 98.66666666666667, 'Low Risk'),
(152364, 91, 16, '30:46.1', 37.26499155279402, 97.68134219978484, 118, 88, 62, 'Female', 85.45547264128449, 1.8962817825744378, 0.078536085, 30, 23.764798421746583, 98, 'High Risk'),
(152365, 64, 15, '29:46.1', 37.167596311509875, 98.10722050720209, 123, 79, 58, 'Male', 87.22323311138553, 1.9241327533826669, 0.12913410013615023, 44, 23.559285539744142, 93.66666666666667, 'Low Risk'),
(152366, 68, 12, '28:46.1', 36.62944176065742, 98.03587431929482, 113, 85, 53, 'Female', 52.48866897157172, 1.706214800702385, 0.096209366, 28, 18.030100603141637, 94.33333333333333, 'High Risk'),
(152367, 73, 12, '27:46.1', 36.11535782020296, 97.77043253866431, 128, 85, 63, 'Male', 57.457210827703335, 1.7320781658968614, 0.086391304, 43, 19.151798586191255, 99.33333333333333, 'Low Risk'),
(152368, 65, 18, '26:46.1', 37.49101804064669, 97.46386085301678, 115, 85, 40, 'Male', 79.80262695813092, 1.6672629613095413, 0.1100261440942972, 30, 28.70839963224313, 95, 'Low Risk'),
(152369, 94, 15, '25:46.1', 36.56229983738834, 97.10156711973752, 124, 78, 81, 'Female', 73.08076567163255, 1.839059658612136, 0.050723616082358064, 46, 21.607844862982727, 93.33333333333333, 'High Risk'),
(152370, 65, 17, '24:46.1', 36.202684928975984, 99.58945108, 111, 79, 56, 'Female', 65.82387779503452, 1.7458529067893511, 0.12097780676393595, 32, 21.595743624279198, 89.66666666666667, 'Low Risk'),
(152371, 66, 13, '23:46.1', 37.198240793767646, 97.04232581185867, 115, 76, 40, 'Male', 87.27781761347529, 1.6292475560682944, 0.12638384644317124, 39, 32.87984198589975, 89, 'High Risk'),
(152372, 61, 15, '22:46.1', 36.50375963850937, 95.29237756, 110, 72, 43, 'Male', 61.26181200588294, 1.7018136352731985, 0.14558928647134697, 38, 21.152701473398654, 84.66666666666667, 'Low Risk'),
(152373, 86, 13, '21:46.1', 36.54711157, 96.54277451804899, 122, 81, 47, 'Male', 66.02210487940873, 1.7723634039167142, 0.077400411, 41, 21.017633663170173, 94.66666666666667, 'Low Risk'),
(152374, 99, 15, '20:46.1', 37.26630880200943, 99.66150372, 127, 88, 56, 'Female', 79.12561530450708, 1.6805294512383606, 0.14710255143357717, 39, 28.017207365047238, 101, 'High Risk'),
(152375, 77, 14, '19:46.1', 36.762734016351985, 95.72523959257148, 127, 84, 58, 'Male', 93.13734189792392, 1.567547255336643, 0.11129670904909691, 43, 37.90378284549429, 98.33333333333333, 'High Risk'),
(152376, 89, 16, '18:46.1', 37.343952874143255, 99.19445632720215, 128, 72, 41, 'Female', 97.50770519423028, 1.6489928154810845, 0.051522626607851486, 56, 35.85926706460408, 90.66666666666666, 'High Risk'),
(152377, 75, 15, '17:46.1', 36.59492900120747, 97.77946033742867, 132, 89, 30, 'Female', 53.882316454147386, 1.742396555763487, 0.051940332, 43, 17.74811566, 103.33333333333333, 'High Risk'),
(152378, 68, 12, '16:46.1', 36.88420757527957, 98.59215390921585, 120, 86, 44, 'Male', 69.74261061753386, 1.7713274544909332, 0.056378373, 34, 22.228005315515034, 97.33333333333333, 'Low Risk'),
(152379, 83, 18, '15:46.1', 37.21379645922692, 98.51289318349339, 119, 89, 50, 'Female', 62.98917278108161, 1.691829374079276, 0.054258061, 30, 22.006591547797083, 99, 'Low Risk'),
(152380, 60, 17, '14:46.1', 36.43404459269828, 96.33006419014512, 126, 83, 64, 'Male', 57.14594216060417, 1.9639089103862637, 0.14763619458485241, 43, 14.816400749617566, 97.33333333333333, 'High Risk'),
(152381, 77, 18, '13:46.1', 36.193536089398016, 96.99497077, 126, 76, 45, 'Female', 92.51496416523574, 1.8729289754144358, 0.11777159992465425, 50, 26.373597134333647, 92.66666666666666, 'Low Risk'),
(152382, 62, 16, '12:46.1', 36.13778247122395, 99.27249786339003, 120, 86, 47, 'Male', 96.43686461931549, 1.8691173079252181, 0.12063032487354304, 34, 27.60386939647512, 97.33333333333333, 'Low Risk'),
(152383, 87, 17, '11:46.1', 37.117160398817944, 95.76820161451431, 112, 73, 82, 'Female', 51.87955079767828, 1.683412418299289, 0.1260580903643685, 39, 18.306914528251355, 86, 'High Risk'),
(152384, 74, 14, '10:46.1', 36.55551564694634, 97.02112696921503, 110, 78, 34, 'Female', 74.54135340612739, 1.5768964825258025, 0.14785972713762807, 32, 29.97718891879126, 88.66666666666667, 'Low Risk'),
(152385, 62, 14, '09:46.1', 36.36877193491063, 96.30395868681201, 120, 82, 89, 'Male', 90.51448523297276, 1.6645217012795464, 0.050331177387536896, 38, 32.669249865505456, 94.66666666666667, 'High Risk'),
(152386, 68, 14, '08:46.1', 36.10123418679863, 97.79863987829522, 122, 75, 18, 'Female', 87.45246057612789, 1.824636468441429, 0.12353114559053589, 47, 26.26753574485269, 90.66666666666667, 'Low Risk'),
(152387, 95, 13, '07:46.1', 37.33908092, 97.87532523057708, 114, 79, 18, 'Male', 94.58943726260439, 1.5721767075749797, 0.095794701, 35, 38.26836664698719, 90.66666666666667, 'High Risk'),
(152388, 93, 17, '06:46.1', 36.11685195181775, 97.83463244359488, 112, 79, 76, 'Male', 60.200740647784556, 1.5073998819493455, 0.080284723, 33, 26.493838251181717, 90, 'High Risk'),
(152389, 66, 19, '05:46.1', 37.19050496422444, 97.40733158, 137, 85, 56, 'Female', 76.99636475582088, 1.9032152219468523, 0.12139487032107506, 52, 21.256630147882355, 102.33333333333333, 'Low Risk'),
(152390, 75, 16, '04:46.1', 37.16857532989461, 96.54085512338077, 137, 76, 29, 'Male', 82.18959818236398, 1.5026654349957782, 0.086428443, 61, 36.399235641293096, 96.33333333333333, 'High Risk'),
(152391, 78, 14, '03:46.1', 37.21094565628654, 97.02945513428503, 118, 88, 35, 'Female', 66.93594869029721, 1.7912040873581911, 0.09132068, 30, 20.862640760505908, 98, 'Low Risk'),
(152392, 77, 14, '02:46.1', 37.05611970351292, 97.98589573, 119, 77, 38, 'Female', 63.02172593, 1.623691531743077, 0.11568772564808497, 42, 23.904696897522395, 91, 'Low Risk'),
(152393, 94, 15, '01:46.1', 36.74443754990857, 97.74586047113263, 118, 78, 52, 'Male', 58.71399961123963, 1.5024307160786283, 0.12915431954505913, 40, 26.010742993880896, 91.33333333333333, 'High Risk'),
(152394, 68, 17, '00:46.1', 36.407006989315235, 98.47375720706077, 127, 75, 67, 'Male', 90.16528198, 1.6673350526168302, 0.084201772, 52, 32.433482594294894, 92.33333333333333, 'High Risk'),
(152395, 61, 12, '59:46.1', 37.32963200278408, 98.72835094207782, 130, 71, 53, 'Male', 55.916414672019485, 1.5204135921045934, 0.10628161965780134, 59, 24.188883901856293, 90.66666666666666, 'Low Risk'),
(152396, 60, 19, '58:46.1', 36.217045433917775, 96.85997549, 119, 72, 50, 'Male', 62.47128048797153, 1.6575998116270567, 0.063783102, 47, 22.73636488628463, 87.66666666666667, 'Low Risk'),
(152397, 79, 15, '57:46.1', 37.36477351055826, 96.44254919666047, 116, 74, 23, 'Male', 84.36960638330356, 1.7201421876509722, 0.08243705, 42, 28.51394635884479, 88, 'Low Risk'),
(152398, 88, 16, '56:46.1', 36.16235611177889, 95.46197269539766, 132, 79, 84, 'Male', 60.46124584716034, 1.8630000409020986, 0.095817693, 53, 17.420128851073475, 96.66666666666666, 'High Risk'),
(152399, 73, 13, '55:46.1', 36.75333523670406, 97.75708942799108, 127, 85, 38, 'Female', 60.88600737423584, 1.5434873653680732, 0.071591205, 42, 25.557086233792933, 99, 'Low Risk'),
(152400, 60, 17, '54:46.1', 36.67381366812016, 96.23259235540024, 129, 83, 65, 'Male', 81.42470170152035, 1.6101690671591848, 0.083494451, 46, 31.406042772973837, 98.33333333333333, 'High Risk'),
(152401, 71, 16, '53:46.1', 36.273582392518954, 95.65781607845895, 132, 76, 65, 'Female', 86.90846264208591, 1.9050384406089929, 0.066659654, 56, 23.947191141348203, 94.66666666666666, 'Low Risk'),
(152402, 61, 14, '52:46.1', 36.291197535021816, 98.22049855051118, 135, 80, 20, 'Male', 62.50941399543237, 1.8827155638062025, 0.077042064, 55, 17.63502184473787, 98.33333333333333, 'High Risk'),
(152403, 66, 16, '51:46.1', 36.08341376365823, 97.35002175745527, 111, 84, 71, 'Male', 65.35831444046042, 1.8466560975010213, 0.1346212401083735, 27, 19.165881325326875, 93, 'Low Risk'),
(152404, 90, 18, '50:46.1', 37.29520076311471, 95.71496665753442, 112, 74, 27, 'Female', 58.08730676424208, 1.7310709624171943, 0.078917357, 38, 19.38436138835162, 86.66666666666667, 'Low Risk'),
(152405, 62, 15, '49:46.1', 36.004851411273236, 98.77103116852756, 130, 85, 55, 'Male', 67.49233324, 1.5656067398135722, 0.11863984820780811, 45, 27.535253407257684, 100, 'Low Risk'),
(152406, 77, 15, '48:46.1', 36.21796628008631, 95.72528682086802, 133, 79, 34, 'Male', 79.16358841, 1.617587882, 0.14039178017009651, 54, 30.25448068092517, 97, 'High Risk'),
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(152583, 79, 13, '51:46.1', 36.082300769387324, 98.50231874630273, 128, 82, 76, 'Female', 74.2589385, 1.5840279681065286, 0.064008659, 46, 29.59532040720215, 97.33333333333333, 'Low Risk'),
(152584, 71, 15, '50:46.1', 36.87008451024485, 98.40115452868923, 128, 82, 49, 'Male', 84.35532498606146, 1.674759639942463, 0.13752308545297148, 46, 30.075131184819767, 97.33333333333333, 'High Risk'),
(152585, 97, 19, '49:46.1', 36.08439606346882, 98.06891226882055, 112, 76, 23, 'Female', 86.11341272023839, 1.852468047595445, 0.082063977, 36, 25.093968550485275, 88, 'High Risk'),
(152586, 78, 14, '48:46.1', 36.399285915427704, 97.81803406, 110, 88, 49, 'Male', 53.15438113639415, 1.9194250231944525, 0.072779129, 22, 14.427688644239455, 95.33333333333333, 'High Risk'),
(152587, 96, 17, '47:46.1', 36.45585208555943, 99.78476765062551, 131, 84, 49, 'Female', 79.24745312105966, 1.6200807326788846, 0.10391606253130618, 47, 30.19339853676003, 99.66666666666667, 'High Risk'),
(152588, 95, 12, '46:46.1', 36.12243381346953, 96.52934053441561, 136, 87, 80, 'Male', 53.997811725227066, 1.9579078558466299, 0.13563428375875092, 49, 14.086129035379484, 103.33333333333333, 'High Risk'),
(152589, 91, 18, '45:46.1', 37.29223341434305, 95.84519156434365, 124, 78, 88, 'Male', 60.51647428266321, 1.9402504388360073, 0.10059323173821652, 46, 16.075261159533174, 93.33333333333333, 'High Risk'),
(152590, 75, 15, '44:46.1', 37.04218680365788, 99.09940240328658, 115, 83, 23, 'Male', 63.82616682318107, 1.991169311518793, 0.082402034, 32, 16.098387710384692, 93.66666666666667, 'High Risk'),
(152591, 80, 15, '43:46.1', 36.093035699831155, 96.75708078703931, 123, 74, 21, 'Male', 83.64876126504387, 1.9770888147775811, 0.12014360745728653, 49, 21.39967391697995, 90.33333333333333, 'Low Risk'),
(152592, 66, 12, '42:46.1', 36.52192462120094, 98.63275106903225, 116, 75, 27, 'Male', 72.44735678343868, 1.8172257821394335, 0.1385582328240372, 41, 21.938390642704626, 88.66666666666667, 'Low Risk'),
(152593, 90, 15, '41:46.1', 36.81004468390491, 96.94300527, 121, 75, 85, 'Female', 96.75866368, 1.7175403087226284, 0.091095463, 46, 32.800161738937256, 90.33333333333333, 'High Risk'),
(152594, 63, 19, '40:46.1', 37.25293650045638, 99.36160333146086, 138, 80, 58, 'Female', 55.605535892003786, 1.5868325718978906, 0.10976465938913836, 58, 22.08288535638977, 99.33333333333333, 'Low Risk'),
(152595, 73, 17, '39:46.1', 36.16578328, 97.21111886378172, 124, 79, 21, 'Male', 75.74316934545607, 1.5072720502060957, 0.10710728005505658, 45, 33.33958438367917, 94, 'High Risk'),
(152596, 61, 15, '38:46.1', 36.593487954339224, 95.33673223, 117, 82, 74, 'Male', 97.76023713, 1.5383299085564204, 0.061717582, 35, 41.31076893674593, 93.66666666666667, 'High Risk'),
(152597, 78, 14, '37:46.1', 36.21734697214256, 95.20040121533293, 110, 72, 82, 'Male', 86.29734726326154, 1.6698607411150341, 0.14740080513486897, 38, 30.94830990200047, 84.66666666666667, 'High Risk'),
(152598, 94, 19, '36:46.1', 37.142658987050446, 96.24602528354298, 124, 86, 32, 'Female', 69.87107005052161, 1.6834804392888194, 0.14663972156933525, 38, 24.653651080344755, 98.66666666666667, 'High Risk'),
(152599, 72, 15, '35:46.1', 36.074756504218655, 99.85971549308192, 117, 78, 36, 'Female', 60.53140219827769, 1.7174692638820486, 0.063065528, 39, 20.521201613805292, 91, 'Low Risk'),
(152600, 93, 16, '34:46.1', 37.14650603515273, 95.45925506, 136, 86, 40, 'Male', 52.49467411212585, 1.8060539072833732, 0.12585905831809563, 50, 16.093623085468533, 102.66666666666666, 'High Risk'),
(152601, 63, 17, '33:46.1', 37.245730642258145, 96.63000885793488, 138, 70, 80, 'Female', 76.41416291, 1.7722299072651366, 0.1389476037660743, 68, 24.329531019511503, 92.66666666666666, 'Low Risk'),
(152602, 73, 17, '32:46.1', 36.80618328311453, 97.29121249254048, 128, 87, 49, 'Female', 53.598793395880804, 1.5431564814336907, 0.110190292, 41, 22.507905263596633, 100.66666666666667, 'Low Risk'),
(152603, 88, 16, '31:46.1', 36.45184048271457, 99.84941675176027, 132, 72, 59, 'Male', 64.70876551274335, 1.808022447484443, 0.1090273098035762, 60, 19.794998733709324, 92, 'Low Risk'),
(152604, 78, 15, '30:46.1', 36.406023768989094, 97.64088253460619, 125, 89, 84, 'Female', 57.46217953283684, 1.6078637772209063, 0.093475473, 36, 22.22714036430198, 101, 'Low Risk'),
(152605, 87, 12, '29:46.1', 37.496677124369334, 98.53464914525365, 131, 71, 33, 'Female', 84.52619047124261, 1.7217685497137531, 0.12692571621211207, 60, 28.51292389432197, 91, 'Low Risk'),
(152606, 87, 15, '28:46.1', 36.643954939462006, 95.01743502780315, 137, 70, 84, 'Male', 86.06988402068406, 1.8962799857762236, 0.11474633107815066, 67, 23.93570893670338, 92.33333333333333, 'Low Risk'),
(152607, 96, 16, '27:46.1', 36.8068341, 99.51628836129035, 110, 85, 75, 'Male', 86.68166476406337, 1.948699116684446, 0.11286849920805389, 25, 22.82641280297297, 93.33333333333333, 'High Risk'),
(152608, 95, 17, '26:46.1', 36.18120594403567, 97.86787470328053, 114, 71, 65, 'Male', 76.06851133078105, 1.7314059293084578, 0.079310072, 43, 25.37506224472545, 85.33333333333333, 'High Risk'),
(152609, 76, 12, '25:46.1', 37.31489454286001, 97.80053816154346, 115, 87, 66, 'Male', 75.45452642961905, 1.6965776088727686, 0.08641911, 28, 26.214274077760237, 96.33333333333333, 'Low Risk'),
(152610, 82, 17, '24:46.1', 37.27916902933243, 98.58039399827908, 126, 75, 80, 'Male', 52.74260195314063, 1.737502524161029, 0.14065255963899193, 51, 17.47071433879894, 92, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(152612, 77, 18, '22:46.1', 36.038416260668825, 98.31430355453152, 136, 77, 50, 'Female', 98.01611749, 1.6102512154632829, 0.13701977199307547, 59, 37.80160367, 96.66666666666666, 'High Risk'),
(152613, 85, 17, '21:46.1', 36.123239508150895, 99.91387989456848, 130, 76, 33, 'Female', 65.92412610160798, 1.5962541998537922, 0.11838067490549332, 54, 25.87261199635164, 94, 'Low Risk'),
(152614, 64, 14, '20:46.1', 37.27022560790915, 95.37904030273296, 133, 88, 28, 'Female', 50.336773977854946, 1.5180018483512778, 0.12497054353556371, 45, 21.844433072640946, 103, 'Low Risk'),
(152615, 68, 14, '19:46.1', 37.06659577863768, 96.94776363026934, 138, 80, 70, 'Female', 87.16259347295363, 1.9721591290502083, 0.095579713, 58, 22.410225956546157, 99.33333333333333, 'Low Risk'),
(152616, 75, 16, '18:46.1', 36.75643202842262, 99.01304170908628, 123, 77, 22, 'Female', 88.26474578998886, 1.8884169746676767, 0.089242637, 46, 24.750927816071922, 92.33333333333333, 'Low Risk'),
(152617, 77, 16, '17:46.1', 37.22456413480834, 96.68717165697232, 132, 84, 30, 'Male', 69.86984334065151, 1.947389339539915, 0.11364158848789051, 48, 18.424011371237036, 100, 'High Risk'),
(152618, 74, 14, '16:46.1', 37.44206614, 95.8285284, 136, 87, 35, 'Female', 63.66925230596951, 1.822123570288968, 0.052347657, 49, 19.176709870551054, 103.33333333333333, 'Low Risk'),
(152619, 78, 13, '15:46.1', 36.996904869515234, 97.15689084765226, 124, 86, 60, 'Female', 52.77141374895754, 1.5866119681934927, 0.11251460264970194, 38, 20.963185492779935, 98.66666666666667, 'Low Risk'),
(152620, 65, 12, '14:46.1', 36.923908265448524, 95.85843204809451, 139, 74, 19, 'Male', 69.27900514, 1.7148401195159986, 0.1102236790751355, 65, 23.558865433806744, 95.66666666666666, 'Low Risk'),
(152621, 64, 12, '13:46.1', 36.43404482953244, 96.40538825619252, 132, 80, 29, 'Female', 54.483554564865145, 1.8444319426083862, 0.13068863523239013, 52, 16.015487538770515, 97.33333333333333, 'High Risk'),
(152622, 67, 12, '12:46.1', 37.304551979672915, 98.84829042, 134, 79, 72, 'Male', 70.89696336334391, 1.6998428544541655, 0.13125270148624602, 55, 24.53635723421336, 97.33333333333333, 'Low Risk'),
(152623, 66, 15, '11:46.1', 37.26443223040176, 97.89696880671895, 137, 70, 82, 'Male', 95.30804531412122, 1.6153541846218267, 0.11520950536915585, 67, 36.52532092461236, 92.33333333333333, 'High Risk'),
(152624, 86, 16, '10:46.1', 36.981209830731004, 98.73522080017351, 121, 82, 56, 'Male', 71.84913717832107, 1.7844198014256583, 0.053512844, 39, 22.56459221282353, 95, 'Low Risk'),
(152625, 63, 12, '09:46.1', 36.30692740747887, 96.32381377063116, 115, 80, 41, 'Female', 72.53405248635411, 1.5296606537009179, 0.075701893, 35, 30.99929025995972, 91.66666666666667, 'High Risk'),
(152626, 91, 13, '08:46.1', 37.319780709591555, 97.21659921, 123, 82, 46, 'Female', 68.56705078825067, 1.7546696757581406, 0.081442945, 41, 22.27023134965798, 95.66666666666667, 'High Risk'),
(152627, 75, 16, '07:46.1', 36.62959373199616, 99.05096386896408, 124, 78, 70, 'Female', 71.53337636846135, 1.5210049939183694, 0.089108138, 46, 30.920566652839565, 93.33333333333333, 'High Risk'),
(152628, 63, 17, '06:46.1', 36.29098195608928, 97.21678855, 130, 85, 19, 'Male', 53.936694293333694, 1.5247785926248634, 0.082808774, 45, 23.199079525014223, 100, 'Low Risk'),
(152629, 79, 15, '05:46.1', 36.57186508915416, 99.96920424326083, 118, 70, 77, 'Male', 56.47105860360438, 1.920187407997309, 0.058103346484737195, 48, 15.315765008082058, 86, 'High Risk'),
(152630, 76, 16, '04:46.1', 36.31959002412794, 96.41140437619218, 117, 71, 39, 'Female', 53.973852150591306, 1.6547914895579396, 0.14188673041664415, 46, 19.71046443762982, 86.33333333333333, 'Low Risk'),
(152631, 85, 12, '03:46.1', 36.76583365973706, 98.29428809651594, 120, 86, 89, 'Female', 52.61942392975414, 1.9199954048852441, 0.1078329562699745, 34, 14.274000596144878, 97.33333333333333, 'High Risk'),
(152632, 65, 14, '02:46.1', 36.87468217629945, 97.74812552980411, 136, 87, 25, 'Male', 61.95918511694561, 1.8511269395251781, 0.102870638, 49, 18.08145167396562, 103.33333333333333, 'High Risk'),
(152633, 99, 15, '01:46.1', 36.40141582896292, 95.80321690541994, 115, 89, 88, 'Female', 95.47193520085074, 1.857538705812143, 0.09073362, 26, 27.669415292131163, 97.66666666666667, 'High Risk'),
(152634, 73, 12, '00:46.1', 37.208376341767426, 99.20087716477866, 111, 73, 49, 'Male', 81.89927904985936, 1.6272841245701737, 0.13513109312259852, 38, 30.92810446398255, 85.66666666666667, 'High Risk'),
(152635, 60, 12, '59:46.1', 37.33547664617047, 99.63898326677894, 120, 82, 62, 'Male', 61.30413996986229, 1.5267272618832353, 0.10446523412904274, 38, 26.300674287272113, 94.66666666666667, 'Low Risk'),
(152636, 82, 15, '58:46.1', 37.03278995092469, 97.12826803108673, 119, 85, 77, 'Male', 99.41261836134828, 1.7700546160017512, 0.13717117821482963, 34, 31.729861660041454, 96.33333333333333, 'High Risk'),
(152637, 81, 16, '57:46.1', 37.13897175674607, 99.70054801213038, 134, 84, 67, 'Female', 68.02186554753506, 1.7718348545496754, 0.096470934, 50, 21.667163340941528, 100.66666666666666, 'Low Risk'),
(152638, 85, 17, '56:46.1', 36.27564647163745, 99.41234349948584, 126, 79, 24, 'Female', 98.41156777806974, 1.8298146772505266, 0.069506125, 47, 29.392189357678955, 94.66666666666667, 'Low Risk'),
(152639, 74, 16, '55:46.1', 36.48736349392824, 96.84592190460386, 118, 89, 31, 'Female', 50.77758768643367, 1.853002846932539, 0.10353001284291682, 29, 14.788355825702613, 98.66666666666667, 'High Risk'),
(152640, 74, 16, '54:46.1', 36.01075826859222, 98.99497149, 118, 82, 55, 'Male', 70.94706299679666, 1.8418127359085312, 0.10254167219185806, 36, 20.914306973067156, 94, 'Low Risk'),
(152641, 84, 15, '53:46.1', 36.95985909543835, 96.98335316903089, 117, 71, 42, 'Female', 56.65896437530428, 1.982615716, 0.076566093, 46, 14.41423317635317, 86.33333333333333, 'High Risk'),
(152642, 62, 12, '52:46.1', 37.17246713556327, 98.50629798672973, 123, 71, 52, 'Female', 98.00493160575742, 1.5175591621770494, 0.085225577, 52, 42.555595067105074, 88.33333333333333, 'High Risk'),
(152643, 77, 12, '51:46.1', 36.74702291222556, 97.80627968308514, 120, 81, 36, 'Female', 98.46616638316289, 1.7792574684903713, 0.065995198, 39, 31.10351238399361, 94, 'High Risk'),
(152644, 92, 16, '50:46.1', 37.24902860737697, 98.23593542113736, 115, 89, 49, 'Female', 56.194385170025974, 1.5927237547901818, 0.13347937030687668, 26, 22.15195237589247, 97.66666666666667, 'High Risk'),
(152645, 79, 14, '49:46.1', 36.05716968, 99.92942464148078, 132, 89, 70, 'Female', 75.81735959516614, 1.841009745369564, 0.078411293, 43, 22.369510500953787, 103.33333333333333, 'Low Risk'),
(152646, 71, 12, '48:46.1', 36.45528696982081, 96.16862660168518, 126, 76, 80, 'Male', 87.41914258, 1.8077313258766277, 0.073589878, 50, 26.75092321396516, 92.66666666666666, 'Low Risk'),
(152647, 96, 15, '47:46.1', 36.42150164734441, 99.51713099401545, 123, 74, 49, 'Male', 88.86240314562616, 1.6841851408787165, 0.060983634082913976, 49, 31.32841269080944, 90.33333333333333, 'High Risk'),
(152648, 82, 15, '46:46.1', 36.10857213478049, 98.44225878, 116, 78, 56, 'Male', 57.24002576352642, 1.513929861418889, 0.1417288702598883, 38, 24.97401165164899, 90.66666666666667, 'Low Risk'),
(152649, 75, 14, '45:46.1', 36.47433858428779, 96.27854974147515, 116, 70, 56, 'Female', 61.44453395448534, 1.6625204432419465, 0.089147429, 46, 22.230501795771115, 85.33333333333333, 'Low Risk'),
(152650, 69, 12, '44:46.1', 37.18656127561639, 98.44146922, 128, 70, 70, 'Female', 56.85261384519157, 1.709005013112213, 0.10784119533676689, 58, 19.4654193, 89.33333333333333, 'Low Risk'),
(152651, 80, 14, '43:46.1', 36.086238386987546, 97.04949479705554, 139, 86, 71, 'Female', 63.82635247578075, 1.6988954511032575, 0.14809765624488852, 53, 22.11397016078916, 103.66666666666666, 'Low Risk'),
(152652, 70, 13, '42:46.1', 36.96306613630027, 99.58354202963436, 129, 84, 52, 'Female', 56.746638658887434, 1.5780369500966778, 0.12335345173098618, 45, 22.78797872638555, 99, 'Low Risk'),
(152653, 62, 14, '41:46.1', 36.70236590933419, 95.53728317460224, 113, 87, 73, 'Female', 76.69542996009702, 1.6174338465998548, 0.081385904, 26, 29.316791108957702, 95.66666666666667, 'Low Risk'),
(152654, 97, 19, '40:46.1', 37.179554257040536, 95.08563697408157, 123, 77, 82, 'Male', 51.90675177046563, 1.9678108921345079, 0.12299854758063704, 46, 13.404701027642394, 92.33333333333333, 'High Risk'),
(152655, 75, 14, '39:46.1', 36.618267732739476, 97.41782349658118, 125, 73, 40, 'Female', 70.54445139032474, 1.908258858212654, 0.087354167, 52, 19.372616722612424, 90.33333333333333, 'Low Risk'),
(152656, 92, 17, '38:46.1', 37.37509995171343, 96.62142396226949, 126, 88, 25, 'Female', 94.70087099335927, 1.5688251492611567, 0.06347647, 38, 38.47732644182262, 100.66666666666667, 'High Risk'),
(152657, 98, 15, '37:46.1', 36.165898968964406, 99.02118935008363, 135, 81, 51, 'Male', 58.484340110875024, 1.8061505817442725, 0.082364935, 54, 17.927993389256486, 99, 'High Risk'),
(152658, 77, 16, '36:46.1', 36.76052113614845, 98.37527359, 120, 82, 18, 'Male', 78.38983175911797, 1.5606297225047534, 0.141571892, 38, 32.185479570602816, 94.66666666666667, 'High Risk'),
(152659, 70, 16, '35:46.1', 36.81717748683481, 96.84053059354471, 111, 83, 27, 'Male', 73.29223138, 1.9641222501656266, 0.080747038, 28, 18.99856998466799, 92.33333333333333, 'Low Risk'),
(152660, 67, 14, '34:46.1', 36.03565657338534, 98.26485459518906, 124, 87, 84, 'Male', 67.27487333192119, 1.5472659394340487, 0.1310599519579913, 37, 28.101076551187617, 99.33333333333333, 'Low Risk'),
(152661, 80, 19, '33:46.1', 36.312520453960346, 98.00125754327621, 112, 77, 51, 'Male', 86.37381051461286, 1.5878026591316665, 0.071613386, 35, 34.260131827636485, 88.66666666666667, 'High Risk'),
(152662, 91, 13, '32:46.1', 36.73335907348841, 95.54523060106324, 112, 85, 54, 'Female', 75.18806224888695, 1.8552000242192785, 0.057849566, 27, 21.845772654547723, 94, 'High Risk'),
(152663, 88, 14, '31:46.1', 36.02483218788957, 97.94683118570528, 131, 80, 61, 'Male', 82.73996126158266, 1.8437733693683147, 0.084325304, 51, 24.33886026735383, 97, 'Low Risk'),
(152664, 88, 17, '30:46.1', 37.43789224, 99.16988754802799, 121, 89, 53, 'Male', 81.49863224, 1.975366142195539, 0.13551372363037767, 32, 20.885992073316327, 99.66666666666667, 'Low Risk'),
(152665, 89, 14, '29:46.1', 37.36137133704956, 98.25774496530579, 132, 79, 76, 'Female', 66.76917074240323, 1.8150212542645263, 0.11658916003014183, 53, 20.268077314293624, 96.66666666666666, 'Low Risk'),
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(152840, 87, 14, '34:46.1', 36.79958595309834, 95.44424276948061, 111, 75, 20, 'Male', 65.57047808961963, 1.6560912533556642, 0.14768172385015074, 36, 23.907811517635977, 87, 'Low Risk'),
(152841, 72, 14, '33:46.1', 36.30453109211681, 98.46173099425653, 119, 87, 83, 'Female', 59.50213386994671, 1.7671098740249256, 0.085165038, 32, 19.05484557719691, 97.66666666666667, 'Low Risk'),
(152842, 91, 15, '32:46.1', 36.98815271857894, 96.07590774633371, 135, 85, 74, 'Male', 87.83295722504718, 1.9381794803658292, 0.055070652, 50, 23.381346740248986, 101.66666666666666, 'High Risk'),
(152843, 68, 16, '31:46.1', 36.528115765620676, 97.49593080789776, 126, 78, 57, 'Female', 60.81997622414602, 1.5110681757349895, 0.1314073694480461, 48, 26.63655944998642, 94, 'Low Risk'),
(152844, 64, 14, '30:46.1', 36.80784238204966, 98.71590723848458, 113, 73, 79, 'Female', 87.66772271351998, 1.9222645076963887, 0.089168026, 40, 23.725393857360938, 86.33333333333333, 'Low Risk'),
(152845, 75, 13, '29:46.1', 36.54067346074434, 97.66656684854804, 118, 88, 37, 'Male', 84.45688519412137, 1.997842806334732, 0.081947509, 30, 21.159842560109187, 98, 'Low Risk'),
(152846, 63, 12, '28:46.1', 36.77258905838284, 98.83338562587214, 127, 75, 66, 'Male', 68.01379515212842, 1.8732151418997676, 0.1150957307667233, 52, 19.383030969635218, 92.33333333333333, 'Low Risk'),
(152847, 88, 17, '27:46.1', 37.47778441, 95.70606581173355, 123, 73, 83, 'Male', 64.07268748217776, 1.7289456783899626, 0.067506524, 50, 21.434346332646832, 89.66666666666666, 'Low Risk'),
(152848, 64, 15, '26:46.1', 36.57372674627486, 98.89103307969923, 121, 76, 47, 'Male', 85.77176075041939, 1.7752407627464961, 0.054487094, 45, 27.21634505906839, 91, 'Low Risk'),
(152849, 65, 14, '25:46.1', 37.25018094, 96.12328144821154, 125, 80, 73, 'Female', 85.37390282722893, 1.8260694835150808, 0.14046551841342356, 45, 25.602981231882055, 95, 'Low Risk'),
(152850, 96, 12, '24:46.1', 36.12999655480547, 96.90757406069464, 120, 72, 73, 'Male', 99.64216978597567, 1.948648504868899, 0.064653954, 48, 26.24074487523399, 88, 'High Risk'),
(152851, 69, 12, '23:46.1', 36.06744552266922, 96.84067872562137, 138, 83, 75, 'Female', 79.42012402794288, 1.8620438359945375, 0.14272117676221163, 55, 22.906079263902047, 101.33333333333333, 'Low Risk'),
(152852, 67, 13, '22:46.1', 36.27489483072632, 99.46163229642542, 130, 76, 77, 'Male', 85.99228147136353, 1.6837634927954361, 0.071886461, 54, 30.331737828201547, 94, 'High Risk'),
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(152855, 93, 19, '19:46.1', 36.97147152028127, 96.33886456422351, 139, 80, 63, 'Female', 70.77674789398026, 1.6426014310343058, 0.059666456, 59, 26.23168628, 99.66666666666666, 'High Risk'),
(152856, 71, 18, '18:46.1', 36.679837409515514, 97.54315445531732, 129, 88, 38, 'Male', 79.74423942309335, 1.9837795361388237, 0.088249656, 41, 20.2634089, 101.66666666666667, 'Low Risk'),
(152857, 80, 19, '17:46.1', 37.198461179627415, 97.47778637281044, 132, 85, 43, 'Female', 73.90430193429283, 1.9848080769404977, 0.085741932, 47, 18.759993434477284, 100.66666666666667, 'Low Risk'),
(152858, 91, 15, '16:46.1', 36.64827027692977, 97.66103152962253, 117, 71, 67, 'Male', 76.46402099778315, 1.8927983383265299, 0.065918038, 46, 21.342654815721907, 86.33333333333333, 'High Risk'),
(152859, 70, 19, '15:46.1', 36.280937012605115, 98.96212840179345, 117, 82, 66, 'Female', 87.07599268256946, 1.8609832217913844, 0.099193986, 35, 25.14279294498182, 93.66666666666667, 'Low Risk'),
(152860, 76, 14, '14:46.1', 36.10652677042508, 95.74879649283722, 130, 87, 36, 'Male', 55.61845324028332, 1.6161587791176468, 0.064165554, 43, 21.293686485577016, 101.33333333333333, 'Low Risk'),
(152861, 74, 13, '13:46.1', 36.18337725528104, 96.19706363124754, 113, 76, 72, 'Male', 63.87457952267352, 1.9401314774637088, 0.14533160979956017, 37, 16.969370443448646, 88.33333333333333, 'High Risk'),
(152862, 78, 18, '12:46.1', 36.089852995152306, 97.25090177844996, 117, 78, 44, 'Female', 93.36688949, 1.514174854846845, 0.10608704718739334, 39, 40.72310001868006, 91, 'High Risk'),
(152863, 79, 16, '11:46.1', 36.699662231419424, 97.85302492522518, 131, 81, 68, 'Male', 89.43580913, 1.6323796510633792, 0.11487045179356965, 50, 33.56364321467209, 97.66666666666666, 'High Risk'),
(152864, 66, 13, '10:46.1', 36.38400589553363, 99.79851706223431, 111, 76, 81, 'Male', 69.85632686862294, 1.7681683635205387, 0.085163201, 35, 22.34387610413584, 87.66666666666667, 'Low Risk'),
(152865, 69, 18, '09:46.1', 37.46269427585665, 95.05260134949991, 123, 72, 66, 'Male', 95.39059323, 1.5657169912712625, 0.14300379001284508, 51, 38.91159387, 89, 'High Risk'),
(152866, 79, 13, '08:46.1', 37.26522582048087, 97.18121029384015, 115, 88, 76, 'Male', 51.95376591708204, 1.654313853927252, 0.053074736791465016, 27, 18.98371563677069, 97, 'Low Risk'),
(152867, 78, 14, '07:46.1', 36.97590147870047, 97.49019648523686, 124, 82, 34, 'Male', 97.85347918324746, 1.899112343, 0.088164227, 42, 27.131572071686165, 96, 'Low Risk'),
(152868, 89, 15, '06:46.1', 37.286523001406835, 96.66859255332068, 137, 84, 87, 'Female', 86.79510567227297, 1.9604177894633217, 0.094029833, 53, 22.583849275503365, 101.66666666666666, 'Low Risk'),
(152869, 81, 14, '05:46.1', 37.24828189626796, 99.99438784119302, 126, 83, 40, 'Female', 73.88106337160364, 1.6596897579748222, 0.14829960944784976, 43, 26.821268250420456, 97.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(152871, 79, 14, '03:46.1', 36.03170249117268, 96.51883681612004, 138, 80, 63, 'Female', 67.46546299029316, 1.8349393882455225, 0.065923183, 58, 20.03724731936369, 99.33333333333333, 'Low Risk'),
(152872, 76, 16, '02:46.1', 37.249934898546684, 97.37367110549806, 125, 81, 75, 'Male', 70.70977747921651, 1.7096082685272267, 0.074810135, 44, 24.192806467982173, 95.66666666666667, 'Low Risk'),
(152873, 97, 13, '01:46.1', 37.090404285388125, 98.23720397465462, 136, 89, 34, 'Female', 64.08666166320435, 1.8289727046439808, 0.11265672480018878, 47, 19.15813375474382, 104.66666666666667, 'High Risk'),
(152874, 71, 14, '00:46.1', 37.101449913148855, 96.63452597587334, 111, 89, 39, 'Female', 79.70905523899323, 1.9632780191493584, 0.068487055, 22, 20.679691379583335, 96.33333333333333, 'Low Risk'),
(152875, 95, 18, '59:46.1', 36.41793337961117, 97.54670040560734, 129, 79, 85, 'Male', 50.55620242223547, 1.9734069035804955, 0.1372912890472201, 50, 12.98198663609361, 95.66666666666666, 'High Risk'),
(152876, 69, 19, '58:46.1', 36.49614406122404, 98.71342198256909, 118, 73, 26, 'Female', 75.46876838263947, 1.5077487138693162, 0.10938216519200886, 45, 33.197801909838944, 88, 'High Risk'),
(152877, 84, 15, '57:46.1', 36.97451075954776, 97.93224988020347, 123, 72, 83, 'Male', 91.12903379859526, 1.8667761495856412, 0.10364885786318948, 51, 26.15003524122326, 89, 'Low Risk'),
(152878, 72, 14, '56:46.1', 36.451752110139076, 98.34683974103318, 124, 74, 43, 'Male', 76.88663148039221, 1.9080911230258935, 0.074025726, 50, 21.11799156414299, 90.66666666666666, 'Low Risk'),
(152879, 96, 14, '55:46.1', 36.222855534757244, 97.72758457876701, 114, 76, 27, 'Male', 61.021602095342125, 1.916736312385585, 0.053541231, 38, 16.60958817, 88.66666666666667, 'High Risk'),
(152880, 73, 14, '54:46.1', 36.04503113266349, 97.67785419486172, 129, 83, 55, 'Female', 67.07642640763143, 1.719966757845009, 0.10663046490599043, 46, 22.67408708516586, 98.33333333333333, 'Low Risk'),
(152881, 60, 19, '53:46.1', 36.10533432319915, 98.16940481649661, 131, 85, 85, 'Female', 57.27090831097049, 1.7968285002706654, 0.13361329919795378, 46, 17.73866026254332, 100.33333333333333, 'High Risk'),
(152882, 86, 14, '52:46.1', 37.447170584322436, 95.35019837887523, 115, 86, 76, 'Female', 71.09435747757645, 1.540811388838843, 0.051560377, 29, 29.945817524117107, 95.66666666666667, 'Low Risk'),
(152883, 76, 17, '51:46.1', 36.35341493, 98.43535677724991, 136, 78, 87, 'Male', 63.12558038204629, 1.8368079200154455, 0.059067173115102595, 58, 18.71017706218309, 97.33333333333333, 'Low Risk'),
(152884, 82, 16, '50:46.1', 37.17034939953639, 96.12551367243789, 121, 74, 27, 'Female', 68.72091920691909, 1.561409604484405, 0.077040481, 47, 28.187416133059898, 89.66666666666667, 'Low Risk'),
(152885, 85, 16, '49:46.1', 36.55534918, 98.07930459022033, 134, 83, 30, 'Male', 92.75538648, 1.6592848847595278, 0.067089191, 51, 33.689706332221064, 100, 'High Risk'),
(152886, 70, 16, '48:46.1', 36.24536410406828, 95.90303869983804, 134, 70, 58, 'Female', 77.64681407315324, 1.7594635940567342, 0.14013156864415433, 64, 25.082052397473486, 91.33333333333333, 'Low Risk'),
(152887, 98, 14, '47:46.1', 36.219599903510996, 95.46800249397562, 133, 77, 77, 'Male', 95.79628155235544, 1.9722447548022881, 0.096366837, 56, 24.6278802, 95.66666666666666, 'High Risk'),
(152888, 90, 15, '46:46.1', 36.980102774466225, 95.58247032538685, 138, 81, 53, 'Male', 59.73649281576618, 1.7146667563988864, 0.062671943, 57, 20.317967688857163, 100, 'Low Risk'),
(152889, 66, 16, '45:46.1', 36.50958853386607, 99.25167844, 128, 73, 30, 'Male', 76.58376952, 1.5871581672260606, 0.11751835656783739, 55, 30.401591722851578, 91.33333333333333, 'High Risk'),
(152890, 78, 17, '44:46.1', 37.13696611799013, 97.47926092703628, 133, 84, 55, 'Female', 87.31497808834698, 1.6136528118753992, 0.099316092, 49, 33.53270213305054, 100.33333333333333, 'High Risk'),
(152891, 67, 14, '43:46.1', 36.87478682905515, 98.45287486, 115, 88, 33, 'Male', 64.87945363787607, 1.773811030449271, 0.1367245387628836, 27, 20.62018139699794, 97, 'Low Risk'),
(152892, 95, 16, '42:46.1', 37.23908071441558, 95.33593720771552, 118, 73, 83, 'Female', 55.32678632813297, 1.7706611116618947, 0.10270459559552486, 45, 17.64674241800973, 88, 'High Risk'),
(152893, 70, 12, '41:46.1', 36.332928273285795, 99.55282222902117, 115, 88, 38, 'Female', 75.50298823084111, 1.7594335370250636, 0.068978063, 27, 24.390371118587897, 97, 'Low Risk'),
(152894, 97, 13, '40:46.1', 36.49398331435935, 99.89269161724519, 112, 72, 18, 'Male', 54.49247502719373, 1.899429061902175, 0.051083091, 40, 15.103944346073067, 85.33333333333333, 'High Risk'),
(152895, 78, 18, '39:46.1', 36.07937467701931, 96.34536737180042, 134, 87, 50, 'Male', 84.62092891246692, 1.766602290753136, 0.14773740268113073, 47, 27.11441319265462, 102.66666666666667, 'Low Risk'),
(152896, 65, 12, '38:46.1', 36.89661083641707, 97.31803834551657, 128, 87, 22, 'Female', 52.63427283309148, 1.700378053379543, 0.11180342990180525, 41, 18.20445348224287, 100.66666666666667, 'High Risk'),
(152897, 81, 17, '37:46.1', 36.06278007352077, 96.89355657315762, 122, 73, 21, 'Male', 81.27258223983205, 1.8360356702616694, 0.085767445, 49, 24.109146162990626, 89.33333333333333, 'Low Risk'),
(152898, 74, 17, '36:46.1', 36.10954289774831, 96.51216894214656, 130, 86, 23, 'Female', 92.72653391654458, 1.658834525389678, 0.11788480678228404, 44, 33.69751651034539, 100.66666666666667, 'High Risk'),
(152899, 85, 19, '35:46.1', 36.66452904033481, 95.92477345, 113, 79, 55, 'Male', 98.55265959927532, 1.9159966482140474, 0.12256897217065153, 34, 26.845955062956165, 90.33333333333333, 'Low Risk'),
(152900, 70, 14, '34:46.1', 37.12333531757599, 99.31771733695584, 110, 70, 27, 'Female', 93.92237998232204, 1.7395385510010262, 0.13142006354179342, 40, 31.03851775154647, 83.33333333333333, 'High Risk'),
(152901, 62, 13, '33:46.1', 36.05842385489447, 97.10341436, 116, 85, 55, 'Female', 72.01047724108476, 1.5109712148419365, 0.080660721, 31, 31.541570059856163, 95.33333333333333, 'High Risk'),
(152902, 87, 17, '32:46.1', 37.325820832229674, 95.03012630971938, 118, 74, 53, 'Female', 53.38411290175911, 1.8392891890745964, 0.10040455585397143, 44, 15.780181497610256, 88.66666666666667, 'High Risk'),
(152903, 63, 13, '31:46.1', 36.93723980728721, 98.75585391370561, 130, 77, 47, 'Female', 56.92842080483926, 1.917615704957965, 0.12203403426930971, 53, 15.481248468343244, 94.66666666666666, 'High Risk'),
(152904, 84, 12, '30:46.1', 37.23062265760782, 95.65080441695586, 118, 87, 82, 'Male', 84.67700871852759, 1.8586142805384394, 0.095903877, 31, 24.512463975958116, 97.33333333333333, 'Low Risk'),
(152905, 64, 18, '29:46.1', 37.17122389443264, 98.82064415817831, 139, 74, 85, 'Male', 62.949253945977155, 1.5303207671299028, 0.1064325926449757, 65, 26.879775900575435, 95.66666666666666, 'Low Risk'),
(152906, 75, 16, '28:46.1', 36.29934904370625, 99.3590049, 118, 83, 38, 'Female', 88.79820893437845, 1.561944172057857, 0.1402188406274112, 35, 36.39763723, 94.66666666666667, 'High Risk'),
(152907, 84, 13, '27:46.1', 36.47136944757813, 99.34194964162329, 114, 71, 79, 'Female', 72.53496620151144, 1.7284186034739006, 0.12914643825275018, 43, 24.280048438344526, 85.33333333333333, 'Low Risk'),
(152908, 61, 13, '26:46.1', 36.22292171, 96.69095953817562, 110, 89, 27, 'Male', 54.40621889975971, 1.7098942064830176, 0.09339189, 21, 18.608444131149657, 96, 'Low Risk'),
(152909, 84, 14, '25:46.1', 37.44772726, 99.55638556, 127, 82, 72, 'Male', 58.13893735191672, 1.9560736727665033, 0.11674140822480934, 45, 15.19485898133555, 97, 'High Risk'),
(152910, 71, 13, '24:46.1', 37.237140654664344, 99.26337924618485, 130, 88, 36, 'Male', 97.21875955897139, 1.6658728133297844, 0.13834371761878966, 42, 35.03211792984368, 102, 'High Risk'),
(152911, 82, 15, '23:46.1', 37.113483766929996, 96.85218551389723, 123, 79, 75, 'Male', 95.40786749641977, 1.5603827646283095, 0.074489315, 44, 39.18518483029325, 93.66666666666667, 'High Risk'),
(152912, 82, 13, '22:46.1', 37.105275236223434, 99.43231861893601, 134, 73, 67, 'Female', 94.47092906, 1.6091490245098339, 0.074334669, 61, 36.484269390679565, 93.33333333333333, 'High Risk'),
(152913, 62, 17, '21:46.1', 36.869488393153546, 95.98362845895383, 137, 79, 73, 'Female', 99.74682153193962, 1.7815407641157779, 0.10253847875873771, 58, 31.427333739466935, 98.33333333333333, 'High Risk'),
(152914, 88, 13, '20:46.1', 36.32465545003158, 97.71710196140074, 138, 83, 40, 'Male', 58.47573776979306, 1.9778913749552873, 0.10789524349894866, 55, 14.947578284506411, 101.33333333333333, 'High Risk'),
(152915, 81, 12, '19:46.1', 37.1453133, 95.82499779426648, 117, 81, 72, 'Male', 73.60138269069418, 1.694196306186827, 0.08017076, 36, 25.642390646025145, 93, 'Low Risk'),
(152916, 60, 18, '18:46.1', 36.639871525945935, 96.05320777, 131, 77, 34, 'Male', 82.03359320975825, 1.9993893383830852, 0.13285446622333322, 54, 20.520927732246598, 95, 'Low Risk'),
(152917, 73, 14, '17:46.1', 36.996109804233875, 98.0204173, 139, 87, 40, 'Male', 51.92238626, 1.8511037202314857, 0.084802779, 52, 15.152808558822171, 104.33333333333333, 'High Risk'),
(152918, 90, 19, '16:46.1', 36.81564578674195, 97.84698010341883, 139, 72, 38, 'Female', 54.120492443389566, 1.7956522737789222, 0.091106928, 67, 16.784842097946008, 94.33333333333333, 'High Risk'),
(152919, 64, 16, '15:46.1', 36.23833258468675, 98.48785853, 118, 88, 46, 'Male', 79.60988451767003, 1.9749984783755028, 0.12404905724004024, 30, 20.409551594304457, 98, 'Low Risk'),
(152920, 95, 19, '14:46.1', 36.29904222662135, 95.71045349676038, 131, 80, 65, 'Female', 56.87350823673019, 1.503252040901449, 0.058823509, 51, 25.167867229447623, 97, 'High Risk'),
(152921, 99, 12, '13:46.1', 36.607332185555066, 95.96385177789347, 120, 70, 52, 'Female', 54.464358059775094, 1.5310997927057257, 0.053745151132097435, 50, 23.233005424983354, 86.66666666666666, 'High Risk'),
(152922, 86, 19, '12:46.1', 36.229824285494466, 99.54996167629085, 126, 89, 79, 'Female', 51.78947138287652, 1.8453862209319556, 0.148299781, 37, 15.207818864917249, 101.33333333333333, 'High Risk'),
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(153098, 79, 12, '16:46.1', 37.361668771862995, 99.12404560677292, 135, 78, 30, 'Male', 53.27124991, 1.6016352371218445, 0.09785568, 57, 20.76661238446268, 97, 'Low Risk'),
(153099, 73, 17, '15:46.1', 36.638974780650386, 95.86833404591961, 138, 82, 51, 'Male', 65.01354497214348, 1.776696917458871, 0.1276070512972589, 56, 20.595728094135957, 100.66666666666666, 'Low Risk'),
(153100, 70, 18, '14:46.1', 36.62346482241256, 95.34553291238818, 133, 79, 73, 'Male', 57.40934575776638, 1.936705148530059, 0.12765059052964628, 54, 15.305784117446821, 97, 'High Risk'),
(153101, 64, 17, '13:46.1', 37.14231939967017, 98.85272023459402, 115, 87, 30, 'Male', 75.05982065703665, 1.587605057871029, 0.12190371041123284, 28, 29.779854720324764, 96.33333333333333, 'Low Risk'),
(153102, 85, 12, '12:46.1', 36.955680715243304, 96.54713910563471, 124, 78, 76, 'Female', 91.72919869326878, 1.8920569858096625, 0.072630132, 46, 25.623542683132527, 93.33333333333333, 'Low Risk'),
(153103, 96, 17, '11:46.1', 36.368594868478645, 96.61544199358283, 137, 72, 79, 'Male', 67.76616309202134, 1.9011712530515394, 0.050035269983279375, 65, 18.748668011193622, 93.66666666666666, 'High Risk'),
(153104, 99, 12, '10:46.1', 37.49785255220672, 97.81011112723957, 129, 85, 78, 'Female', 59.84668848180917, 1.9956657982924528, 0.10697722584243329, 44, 15.026730430717482, 99.66666666666667, 'High Risk'),
(153105, 76, 13, '09:46.1', 37.431209916880626, 99.21069985435106, 110, 76, 64, 'Female', 81.34075684637354, 1.9326440650397139, 0.088242982, 34, 21.777321076425753, 87.33333333333333, 'Low Risk'),
(153106, 84, 12, '08:46.1', 36.95943437005735, 98.20921246722072, 116, 84, 88, 'Female', 60.19175893819775, 1.8015086499755495, 0.05362401, 32, 18.54660109266936, 94.66666666666667, 'Low Risk'),
(153107, 93, 18, '07:46.1', 37.038495352584924, 95.96047630224659, 112, 87, 72, 'Female', 91.07065567068213, 1.6200715070888667, 0.13188019437774012, 25, 34.69845162818323, 95.33333333333333, 'High Risk'),
(153108, 87, 17, '06:46.1', 37.436233641773875, 95.61460749, 128, 71, 49, 'Male', 50.20798617, 1.8845105438185026, 0.099804755, 57, 14.137598995202787, 90, 'High Risk'),
(153109, 69, 12, '05:46.1', 36.13500086265605, 98.27955697806921, 115, 82, 70, 'Female', 51.09600708488167, 1.9670081517286844, 0.058754919, 33, 13.20610189603664, 93, 'High Risk'),
(153110, 91, 13, '04:46.1', 36.026029785646834, 98.54080133962535, 115, 76, 34, 'Female', 74.74482749842451, 1.556255264429038, 0.0623075, 39, 30.861673818172875, 89, 'High Risk'),
(153111, 70, 13, '03:46.1', 36.70397637037521, 95.48495615277906, 138, 78, 45, 'Male', 98.06806544445558, 1.8211116800593585, 0.13535721331834272, 60, 29.57021270952743, 98, 'Low Risk'),
(153112, 95, 16, '02:46.1', 36.535378309463724, 98.02023945141913, 139, 80, 47, 'Male', 80.83076698866077, 1.517737392409289, 0.099293493, 59, 35.090005142655635, 99.66666666666666, 'High Risk'),
(153113, 64, 19, '01:46.1', 37.18327339051757, 96.83698303908515, 132, 76, 39, 'Male', 94.86918962378364, 1.7269467481574383, 0.1095776475648028, 56, 31.810265870031717, 94.66666666666666, 'High Risk'),
(153114, 90, 15, '00:46.1', 36.26739706744178, 99.80625536303583, 116, 75, 87, 'Male', 67.30017668376014, 1.7239067350747423, 0.092611545, 41, 22.64585235952104, 88.66666666666667, 'Low Risk'),
(153115, 99, 16, '59:46.1', 36.68340183, 99.64788273842055, 127, 84, 82, 'Male', 81.08319179210915, 1.5287382384271904, 0.11065830920746306, 43, 34.694815201573746, 98.33333333333333, 'High Risk'),
(153116, 99, 15, '58:46.1', 37.37297340549223, 98.47839772930298, 112, 80, 60, 'Female', 59.15688661573873, 1.946090392025237, 0.062745614, 32, 15.619937517517789, 90.66666666666667, 'High Risk'),
(153117, 90, 17, '57:46.1', 37.39404478345201, 98.83190202506157, 134, 75, 85, 'Female', 54.76286869216298, 1.7314562422100161, 0.14672938488868825, 59, 18.266828410179006, 94.66666666666666, 'High Risk'),
(153118, 97, 16, '56:46.1', 37.02669899737246, 98.83844426351313, 133, 71, 24, 'Male', 89.67596285996856, 1.6593893958857737, 0.073995539, 62, 32.56712548222135, 91.66666666666666, 'High Risk'),
(153119, 80, 16, '55:46.1', 37.03599716, 98.22468510836312, 137, 88, 78, 'Male', 74.74469568, 1.6543457571223315, 0.052881181321392134, 49, 27.310384471961758, 104.33333333333333, 'Low Risk'),
(153120, 80, 17, '54:46.1', 36.541641675821154, 96.60516933708611, 126, 73, 33, 'Male', 56.57485390679024, 1.512946762547539, 0.070761348, 53, 24.71588400852791, 90.66666666666666, 'Low Risk'),
(153121, 70, 14, '53:46.1', 36.63926885313253, 95.96743680052609, 120, 88, 79, 'Male', 99.52001604, 1.761131185649168, 0.11008072659888307, 32, 32.08684543761471, 98.66666666666667, 'High Risk'),
(153122, 70, 12, '52:46.1', 36.354099473856465, 99.58613361871184, 122, 86, 33, 'Male', 95.08791485896568, 1.8708890301659185, 0.13734893348413602, 36, 27.166223350166117, 98, 'Low Risk'),
(153123, 92, 15, '51:46.1', 36.047462431268265, 97.40279238954595, 113, 89, 19, 'Female', 98.97285169703486, 1.9855966125355002, 0.12472843105536484, 24, 25.103486185433752, 97, 'High Risk'),
(153124, 90, 17, '50:46.1', 36.788162236170116, 98.06574304464986, 111, 75, 51, 'Female', 98.79305924343575, 1.9988108307636496, 0.1403794780379553, 36, 24.72766144314239, 87, 'Low Risk'),
(153125, 81, 19, '49:46.1', 36.35645873909278, 97.22083376699554, 114, 75, 27, 'Male', 74.37529470797064, 1.5138376965936002, 0.057161971169053284, 39, 32.45413725170572, 88, 'High Risk'),
(153126, 79, 19, '48:46.1', 37.42307903201395, 99.77061628342139, 124, 72, 18, 'Female', 98.18673447174011, 1.9124413200417378, 0.11901651725260477, 52, 26.84581415895735, 89.33333333333333, 'Low Risk'),
(153127, 90, 18, '47:46.1', 36.17132519244723, 96.37276651924513, 131, 81, 53, 'Female', 76.57847705906633, 1.8584354295224474, 0.14925059663392604, 50, 22.17235239839236, 97.66666666666666, 'Low Risk'),
(153128, 68, 18, '46:46.1', 36.986748003901305, 96.25073120565558, 134, 71, 88, 'Female', 73.33486028353583, 1.6792869900175837, 0.069790194, 63, 26.005225387439964, 92, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(153130, 75, 13, '44:46.1', 36.489363907097434, 96.74581224288562, 114, 84, 89, 'Female', 73.15532884547952, 1.8908100146399043, 0.077262131, 30, 20.462098886674823, 94, 'Low Risk'),
(153131, 66, 16, '43:46.1', 36.11013564, 96.82747280214656, 123, 76, 69, 'Male', 55.56960341, 1.8956824152620515, 0.052537956, 47, 15.463440738736356, 91.66666666666667, 'High Risk'),
(153132, 74, 16, '42:46.1', 36.019724135397674, 95.28295017213398, 110, 70, 34, 'Male', 75.86687296767411, 1.9859976752526596, 0.10039266475967026, 40, 19.23511168882059, 83.33333333333333, 'Low Risk'),
(153133, 99, 13, '41:46.1', 36.80345573558625, 97.85947119560781, 134, 77, 48, 'Female', 92.36642840302292, 1.5230373527037426, 0.099969847, 57, 39.81924686411404, 96, 'High Risk'),
(153134, 77, 14, '40:46.1', 37.14998506412636, 95.16060484547586, 132, 73, 39, 'Female', 95.46480048979899, 1.5323469660303624, 0.074137187, 59, 40.65641152583614, 92.66666666666666, 'High Risk'),
(153135, 89, 19, '39:46.1', 36.982424987238204, 99.66488896239163, 123, 86, 41, 'Female', 61.42016913979206, 1.8980012999249092, 0.072255375, 37, 17.049749280624948, 98.33333333333333, 'High Risk'),
(153136, 75, 16, '38:46.1', 36.58757122299761, 97.29348452729143, 119, 80, 63, 'Male', 71.99284484224376, 1.5007455175304094, 0.14750110390125287, 39, 31.96503803890509, 93, 'High Risk'),
(153137, 60, 15, '37:46.1', 37.24054158242946, 98.27491843837994, 133, 77, 44, 'Female', 86.56979861300013, 1.7779124811707772, 0.14313400960151978, 56, 27.38707491175579, 95.66666666666666, 'Low Risk'),
(153138, 74, 16, '36:46.1', 37.43739072983634, 96.51159702, 137, 88, 53, 'Female', 92.68236363923285, 1.6672105938368142, 0.094125099, 49, 33.34388338576086, 104.33333333333333, 'High Risk'),
(153139, 88, 19, '35:46.1', 36.468212599714306, 95.39562474559571, 110, 85, 33, 'Male', 74.98950354987507, 1.578426222705943, 0.13573653904843136, 25, 30.098988692992794, 93.33333333333333, 'High Risk'),
(153140, 62, 16, '34:46.1', 36.72655468341384, 95.87628582049601, 119, 71, 22, 'Male', 71.46107972337349, 1.518210708, 0.14074411047473537, 48, 31.003125165172342, 87, 'High Risk'),
(153141, 67, 15, '33:46.1', 37.42009958162845, 98.50685919659539, 137, 71, 20, 'Male', 62.60990101240935, 1.9415313555331113, 0.13466450879105824, 66, 16.609409768758248, 93, 'High Risk'),
(153142, 98, 12, '32:46.1', 37.110720534080336, 98.65527939531822, 131, 88, 27, 'Male', 53.59325625277063, 1.551433934, 0.12474892857047058, 43, 22.266070105761624, 102.33333333333333, 'High Risk'),
(153143, 87, 14, '31:46.1', 36.925507662175725, 96.21959740911905, 137, 70, 89, 'Female', 61.05745440023215, 1.7588186026897907, 0.07521956, 67, 19.73770223814053, 92.33333333333333, 'Low Risk'),
(153144, 70, 19, '30:46.1', 36.74923664352426, 99.90374666553176, 130, 77, 81, 'Male', 84.31765843952859, 1.598788793168688, 0.1149287436902788, 53, 32.98650828005446, 94.66666666666666, 'High Risk'),
(153145, 67, 17, '29:46.1', 36.42389463741886, 95.52845213828795, 126, 89, 87, 'Male', 69.98116097416778, 1.540575976030876, 0.14708362169054368, 37, 29.48593479585514, 101.33333333333333, 'Low Risk'),
(153146, 85, 16, '28:46.1', 36.220045298913455, 99.70595386875875, 115, 79, 35, 'Male', 70.47856790392522, 1.8264828180358728, 0.10913486602919245, 36, 21.126418985653213, 91, 'Low Risk'),
(153147, 88, 12, '27:46.1', 37.36445053125753, 99.48974634430652, 121, 74, 66, 'Female', 57.22391638692227, 1.510612435668325, 0.11677913454157625, 47, 25.076762471719285, 89.66666666666667, 'Low Risk'),
(153148, 78, 17, '26:46.1', 36.420390220509674, 98.99385835576584, 134, 79, 30, 'Male', 78.08296906077794, 1.638587195039454, 0.08436204, 55, 29.08152692488475, 97.33333333333333, 'Low Risk'),
(153149, 70, 17, '25:46.1', 37.44850592672752, 96.16525978, 112, 76, 48, 'Male', 51.304823195824554, 1.7201334388863516, 0.087953799, 36, 17.339394128244408, 88, 'High Risk'),
(153150, 92, 17, '24:46.1', 37.38652977764901, 96.73708423360164, 135, 89, 70, 'Male', 76.84870458888315, 1.858354047774648, 0.073923685, 46, 22.252542298315465, 104.33333333333333, 'High Risk'),
(153151, 62, 14, '23:46.1', 36.81088044158644, 99.68683866797149, 117, 89, 84, 'Male', 59.609225235877915, 1.6061594658679619, 0.087726586, 28, 23.106605732824796, 98.33333333333333, 'Low Risk'),
(153152, 87, 14, '22:46.1', 37.068193042665705, 98.91468092632745, 128, 76, 48, 'Male', 74.96827095062014, 1.8488408177716562, 0.14092674230575009, 52, 21.93201090150372, 93.33333333333333, 'Low Risk'),
(153153, 68, 16, '21:46.1', 37.40158906, 97.55506484517915, 118, 73, 72, 'Male', 86.81359602978947, 1.897566641846774, 0.11531743742253381, 45, 24.10980356258279, 88, 'Low Risk'),
(153154, 74, 17, '20:46.1', 36.75387645902655, 98.59788516076414, 131, 80, 75, 'Male', 85.82884843068605, 1.8708353703221332, 0.074136735, 51, 24.522353083559345, 97, 'Low Risk'),
(153155, 62, 15, '19:46.1', 37.19462226700479, 96.37979620123116, 129, 82, 88, 'Female', 64.75677104316793, 1.9749159552160405, 0.14326746993741823, 47, 16.60305278149758, 97.66666666666667, 'High Risk'),
(153156, 86, 18, '18:46.1', 37.20414617380505, 97.27755324211887, 125, 76, 70, 'Female', 97.11316024388039, 1.9558243088521012, 0.09087239, 49, 25.387410642336224, 92.33333333333333, 'Low Risk'),
(153157, 66, 18, '17:46.1', 37.151214797436005, 99.00217474495234, 116, 86, 32, 'Male', 98.43771402201509, 1.7028457771756729, 0.090136458, 30, 33.947741484845004, 96, 'High Risk'),
(153158, 74, 15, '16:46.1', 37.175742803433046, 99.02528447541357, 111, 75, 84, 'Male', 77.52860949185467, 1.6261562395875084, 0.11449168942396025, 36, 29.31821025393947, 87, 'Low Risk'),
(153159, 61, 15, '15:46.1', 37.00753150758134, 98.39718198474975, 137, 81, 77, 'Male', 98.38314389158128, 1.9262421181673113, 0.068086895, 56, 26.515446654130166, 99.66666666666666, 'Low Risk'),
(153160, 77, 18, '14:46.1', 37.032075470792236, 98.71083160043729, 130, 71, 72, 'Male', 87.46420136, 1.7118277989233888, 0.14991673191742627, 59, 29.84765288636399, 90.66666666666666, 'Low Risk'),
(153161, 70, 16, '13:46.1', 36.82338649698862, 97.59227208, 114, 74, 40, 'Female', 96.68034221968165, 1.8559027140535658, 0.13353615045965914, 40, 28.069053304245532, 87.33333333333333, 'Low Risk'),
(153162, 97, 19, '12:46.1', 36.15718075648928, 99.59267731217241, 115, 79, 67, 'Female', 97.86313327650836, 1.5351463538013321, 0.083919551, 36, 41.52594702238965, 91, 'High Risk'),
(153163, 79, 18, '11:46.1', 36.27507007603769, 99.82026644341533, 122, 73, 62, 'Male', 80.34109642796861, 1.501245126, 0.12108936687029903, 49, 35.64794782309108, 89.33333333333333, 'High Risk'),
(153164, 78, 12, '10:46.1', 36.40622598511288, 95.05852239, 110, 80, 24, 'Male', 77.80140728269558, 1.5819286347962511, 0.10511189235392773, 30, 31.089495732287514, 90, 'High Risk'),
(153165, 99, 18, '09:46.1', 36.32883297712505, 98.16028447325783, 127, 72, 39, 'Male', 57.562729195642774, 1.823631642671382, 0.051407430308247994, 55, 17.30880711496799, 90.33333333333333, 'High Risk'),
(153166, 73, 14, '08:46.1', 36.086014292479476, 98.03068271995868, 134, 70, 68, 'Male', 60.05958392694564, 1.704224652555945, 0.081428235, 64, 20.678957115789544, 91.33333333333333, 'Low Risk'),
(153167, 80, 19, '07:46.1', 36.38511999931009, 98.53496482765027, 138, 84, 25, 'Male', 63.74062529, 1.918833749276914, 0.14374681636684655, 54, 17.311775947124467, 102, 'High Risk'),
(153168, 63, 14, '06:46.1', 36.069738934332676, 98.33706902689617, 124, 71, 63, 'Male', 58.06642425412008, 1.8559451899370591, 0.052205476, 53, 16.857562947687573, 88.66666666666666, 'High Risk'),
(153169, 76, 16, '05:46.1', 36.35204955873759, 96.28854623312118, 114, 83, 43, 'Female', 58.83486165455124, 1.5254806625905761, 0.11447021236907964, 31, 25.28257609389365, 93.33333333333333, 'Low Risk'),
(153170, 84, 12, '04:46.1', 37.19678700547413, 98.63614993251144, 127, 82, 82, 'Male', 76.17019072, 1.8383242027384974, 0.10838036252291308, 45, 22.539321222023286, 97, 'Low Risk'),
(153171, 99, 12, '03:46.1', 36.01099718603822, 97.35512779094219, 111, 87, 34, 'Male', 81.31352375195955, 1.9957471349343956, 0.06921445, 24, 20.415111340498683, 95, 'High Risk'),
(153172, 94, 18, '02:46.1', 36.81016115288664, 98.95553216, 114, 85, 19, 'Male', 53.95657830171557, 1.7032510192480819, 0.14389538218407588, 29, 18.598892564506933, 94.66666666666667, 'High Risk'),
(153173, 67, 13, '01:46.1', 37.352920791772576, 96.90949146098566, 112, 76, 51, 'Male', 94.24772284289651, 1.5173229883960382, 0.085638175, 36, 40.93688476472742, 88, 'High Risk'),
(153174, 98, 14, '00:46.1', 37.09446738562704, 96.03624788748539, 132, 71, 18, 'Male', 78.76541697589244, 1.5505777843162432, 0.11000238191042075, 61, 32.76034462, 91.33333333333333, 'High Risk'),
(153175, 64, 19, '59:46.1', 37.49461343377531, 99.36032921793878, 120, 81, 29, 'Male', 98.04949032537633, 1.7682496029914063, 0.067458267, 39, 31.358710948939667, 94, 'High Risk'),
(153176, 65, 16, '58:46.1', 36.394215639732366, 95.81292992687865, 116, 86, 65, 'Male', 86.38255213, 1.9639093424458929, 0.12754961086000421, 30, 22.39665492543228, 96, 'Low Risk'),
(153177, 63, 12, '57:46.1', 37.09448839774402, 96.98861261565168, 110, 89, 28, 'Female', 84.65947805, 1.5546633131678673, 0.1484703673623849, 21, 35.02699546623095, 96, 'High Risk'),
(153178, 93, 18, '56:46.1', 37.252957575668454, 96.91491274173934, 118, 72, 33, 'Female', 71.99328462542907, 1.5828299065579616, 0.14250111551056993, 46, 28.73581331201128, 87.33333333333333, 'High Risk'),
(153179, 85, 19, '55:46.1', 36.40593557466223, 98.18994418710281, 112, 73, 20, 'Female', 62.75821308369321, 1.641795792232471, 0.1456583059194157, 39, 23.28264374123856, 86, 'Low Risk'),
(153180, 82, 18, '54:46.1', 36.16666320475678, 98.90368136284901, 112, 70, 35, 'Female', 69.40023887409696, 1.8497499858356472, 0.11942005194688855, 42, 20.283126533616283, 84, 'Low Risk'),
(153181, 90, 19, '53:46.1', 36.52787614568184, 95.59098752528433, 136, 85, 63, 'Male', 51.552723106933314, 1.5285670479977098, 0.077494856, 51, 22.063917466861827, 102, 'Low Risk'),
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(153359, 91, 13, '55:46.1', 36.06293169291954, 99.54415193, 111, 87, 36, 'Female', 56.67578827268899, 1.8076049884409824, 0.053809667, 24, 17.345647119572092, 95, 'High Risk'),
(153360, 85, 15, '54:46.1', 37.44936136818172, 98.29273221, 121, 80, 57, 'Female', 56.25805020836578, 1.8523570524393669, 0.11485680531125815, 41, 16.395900344538926, 93.66666666666667, 'High Risk'),
(153361, 61, 15, '53:46.1', 36.17115180789092, 95.21328485119149, 119, 75, 21, 'Female', 77.88257397128609, 1.7773133646925163, 0.13012030623821397, 44, 24.65541307156859, 89.66666666666667, 'Low Risk'),
(153362, 68, 15, '52:46.1', 36.55381989094993, 95.12709473654108, 116, 76, 28, 'Male', 93.77425955682533, 1.9168981918646346, 0.097701772, 40, 25.52028664996876, 89.33333333333333, 'Low Risk'),
(153363, 71, 13, '51:46.1', 36.50843312, 98.46007564391847, 134, 87, 34, 'Female', 78.65710510500459, 1.8753715754039029, 0.14738773220045215, 47, 22.364711496389525, 102.66666666666667, 'Low Risk'),
(153364, 95, 16, '50:46.1', 36.058340482560475, 99.06198144904613, 138, 87, 51, 'Male', 68.28111781642374, 1.6723675168739653, 0.063659362, 51, 24.413900784353896, 104, 'High Risk'),
(153365, 87, 17, '49:46.1', 36.08092307, 95.39711450900542, 126, 79, 21, 'Male', 52.96945618057751, 1.8239479298358259, 0.1222800273947762, 47, 15.922110821823901, 94.66666666666667, 'High Risk'),
(153366, 75, 13, '48:46.1', 36.78379215663258, 95.94276186244949, 129, 73, 85, 'Female', 78.02368475605627, 1.6260552098089338, 0.1456350972075356, 56, 29.509094426313663, 91.66666666666666, 'Low Risk'),
(153367, 63, 15, '47:46.1', 36.64219694113128, 95.00357880889862, 134, 89, 34, 'Female', 56.02509272847809, 1.545242449, 0.1361945504598247, 45, 23.46331243536035, 104, 'Low Risk'),
(153368, 96, 17, '46:46.1', 36.57243897337884, 96.73583146, 134, 80, 30, 'Male', 64.71829720202604, 1.7674371738906896, 0.097779309, 54, 20.71758416470873, 98, 'High Risk'),
(153369, 61, 13, '45:46.1', 36.60293516373774, 98.34943243456019, 111, 83, 69, 'Female', 72.10513836184083, 1.880164637974361, 0.068579324, 28, 20.397383159149168, 92.33333333333333, 'Low Risk'),
(153370, 89, 16, '44:46.1', 36.04418109427846, 95.79215241781432, 132, 88, 74, 'Female', 59.68464823213269, 1.6670983543593958, 0.073602966, 44, 21.47534715116497, 102.66666666666667, 'Low Risk'),
(153371, 72, 16, '43:46.1', 37.208094976375165, 97.84580047242994, 112, 78, 75, 'Female', 68.96362638842197, 1.9984011741766952, 0.1440193597609133, 34, 17.268504893030272, 89.33333333333333, 'High Risk'),
(153372, 81, 15, '42:46.1', 36.838317065122375, 98.12442987087884, 137, 70, 79, 'Female', 80.91032192238866, 1.9614911763947114, 0.067895759, 67, 21.029609652068984, 92.33333333333333, 'Low Risk'),
(153373, 95, 14, '41:46.1', 36.84345508, 95.07124092749012, 129, 84, 51, 'Female', 76.90594690660436, 1.5163801562472161, 0.071386274, 45, 33.4459656, 99, 'High Risk'),
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(153375, 91, 16, '39:46.1', 36.07207747447722, 99.69545065751674, 124, 87, 34, 'Female', 66.64172942707091, 1.5910738609974373, 0.13938014467910187, 37, 26.324830104597833, 99.33333333333333, 'High Risk'),
(153376, 79, 14, '38:46.1', 37.205631012505805, 95.15949097867016, 111, 70, 82, 'Male', 98.79976431, 1.6186134791926672, 0.086202236, 41, 37.71113495624777, 83.66666666666667, 'High Risk'),
(153377, 93, 18, '37:46.1', 37.239383202434624, 95.91280499995754, 128, 72, 37, 'Male', 79.30635374360665, 1.580044178059963, 0.085252743, 56, 31.76651137, 90.66666666666666, 'High Risk'),
(153378, 75, 13, '36:46.1', 37.25284711063882, 98.96235298538694, 131, 80, 71, 'Male', 90.44303678208722, 1.5355935923767106, 0.14348336494969882, 51, 38.35505003262312, 97, 'High Risk'),
(153379, 88, 18, '35:46.1', 36.26042396828929, 95.92036090657585, 112, 76, 86, 'Female', 96.31803554118054, 1.8776430502674473, 0.12525989721181616, 36, 27.320053663090125, 88, 'Low Risk'),
(153380, 81, 12, '34:46.1', 37.16321223591033, 95.87618771343001, 137, 76, 42, 'Male', 77.29973435050161, 1.989760857847389, 0.14305309489239137, 61, 19.524334288886397, 96.33333333333333, 'Low Risk'),
(153381, 65, 19, '33:46.1', 36.87031568829432, 95.51196347599478, 117, 72, 39, 'Female', 85.34076876195536, 1.754569426511411, 0.075444681, 45, 27.721417637815357, 87, 'Low Risk'),
(153382, 78, 19, '32:46.1', 36.25531409825044, 95.29042863930823, 112, 81, 35, 'Male', 67.57280879200925, 1.696458704775083, 0.1353319545220239, 31, 23.479313063217933, 91.33333333333333, 'Low Risk'),
(153383, 99, 13, '31:46.1', 36.14966450369616, 96.74167229363132, 134, 77, 63, 'Male', 51.805133774728255, 1.8868420608417513, 0.079084976, 57, 14.551296894703235, 96, 'High Risk'),
(153384, 80, 16, '30:46.1', 36.835567288755335, 97.35479717650593, 113, 73, 28, 'Female', 88.56163944154417, 1.9448617565946336, 0.07213081, 40, 23.41359891921044, 86.33333333333333, 'Low Risk'),
(153385, 64, 13, '29:46.1', 36.93377611452767, 99.64765004264257, 111, 87, 47, 'Male', 63.099015342210535, 1.8859415602092473, 0.099251864, 24, 17.740510787524002, 95, 'High Risk'),
(153386, 72, 13, '28:46.1', 36.959917089828075, 96.65780179366948, 112, 81, 31, 'Female', 75.35131123879648, 1.8338503421186387, 0.10793383168698538, 31, 22.405932995997986, 91.33333333333333, 'Low Risk'),
(153387, 96, 12, '27:46.1', 36.521929448944974, 95.28143882649105, 126, 74, 37, 'Female', 67.41036304531698, 1.6621418717958996, 0.11981177424185604, 52, 24.400037049442876, 91.33333333333333, 'High Risk'),
(153388, 82, 17, '26:46.1', 36.737821461781486, 99.10848465910456, 123, 75, 49, 'Male', 79.93241133452898, 1.8969121081410905, 0.079185542, 48, 22.21408847443955, 91, 'Low Risk'),
(153389, 74, 13, '25:46.1', 36.69995698844224, 99.46817661961028, 122, 76, 84, 'Male', 60.72823078549885, 1.9428118192212007, 0.072727401, 46, 16.08900383252476, 91.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(153391, 72, 16, '23:46.1', 36.09438921440126, 97.25985933430154, 112, 88, 43, 'Female', 55.57238927, 1.948981141234131, 0.086038428, 24, 14.629982126734214, 96, 'High Risk'),
(153392, 98, 17, '22:46.1', 36.07621153165749, 96.23500006895225, 129, 82, 41, 'Male', 59.75620985394275, 1.586760622125765, 0.10945295392026613, 47, 23.73341401200032, 97.66666666666667, 'High Risk'),
(153393, 60, 13, '21:46.1', 37.08492131330296, 96.12447801, 139, 89, 42, 'Male', 75.92406289655318, 1.737441055215824, 0.1481509370546627, 50, 25.151233038398157, 105.66666666666666, 'Low Risk'),
(153394, 75, 18, '20:46.1', 36.99458284250636, 96.68848972119557, 126, 70, 57, 'Male', 99.71677577790366, 1.5449179327404514, 0.075217491, 56, 41.778938271237514, 88.66666666666666, 'High Risk'),
(153395, 89, 13, '19:46.1', 36.01917469681091, 99.20481280377159, 128, 78, 86, 'Male', 95.74984244987559, 1.6892824927605998, 0.14949601648508604, 50, 33.55316601580087, 94.66666666666666, 'High Risk'),
(153396, 86, 17, '18:46.1', 36.34005151778973, 95.04064286092394, 119, 77, 58, 'Male', 76.44115094, 1.8407723675932754, 0.14827716040718059, 42, 22.55937402095582, 91, 'Low Risk'),
(153397, 88, 19, '17:46.1', 36.240950998112645, 98.90188921992531, 135, 83, 84, 'Male', 67.72662273774161, 1.7212884198131948, 0.10789840938146887, 52, 22.85873145667124, 100.33333333333333, 'Low Risk'),
(153398, 76, 17, '16:46.1', 37.19828485871679, 96.65664308, 115, 80, 84, 'Male', 86.75269586, 1.7197480249656096, 0.10611490010927915, 35, 29.33278781992572, 91.66666666666667, 'Low Risk'),
(153399, 60, 18, '15:46.1', 37.25380121909571, 97.87986931714343, 126, 85, 76, 'Female', 53.03409067610656, 1.655994104712776, 0.063121494, 41, 19.33915766564971, 98.66666666666667, 'Low Risk'),
(153400, 73, 15, '14:46.1', 37.41875520407967, 99.92578400731738, 131, 72, 69, 'Male', 65.23999680424411, 1.7627985560112858, 0.13281148485929087, 59, 20.994646131233182, 91.66666666666666, 'Low Risk'),
(153401, 69, 16, '13:46.1', 37.03680481340458, 97.59065543285197, 120, 73, 28, 'Male', 90.54906757, 1.6118619530843676, 0.11617277312196565, 47, 34.852047251645956, 88.66666666666667, 'High Risk'),
(153402, 96, 14, '12:46.1', 36.98142897803159, 97.74535916743345, 131, 84, 28, 'Male', 51.08573783735852, 1.6439512729800498, 0.11228109462273966, 47, 18.902610637400624, 99.66666666666667, 'High Risk'),
(153403, 93, 13, '11:46.1', 36.64189884131058, 95.80503316796275, 124, 79, 86, 'Female', 59.08375561769712, 1.9581402413337292, 0.11408091375109543, 45, 15.409214757105286, 94, 'High Risk'),
(153404, 92, 17, '10:46.1', 36.43732354324414, 97.85445475, 121, 83, 37, 'Female', 60.785205939990036, 1.9238361296971416, 0.13490324749659321, 38, 16.42334966205607, 95.66666666666667, 'High Risk'),
(153405, 75, 14, '09:46.1', 36.63103011051477, 96.46409010007834, 131, 78, 39, 'Female', 50.57046043837521, 1.5335444980164277, 0.13689042038953572, 53, 21.50325194896155, 95.66666666666666, 'Low Risk'),
(153406, 89, 13, '08:46.1', 37.352508420624225, 95.23493116593185, 130, 74, 80, 'Female', 99.60696613, 1.9235895247258663, 0.12152612292905683, 56, 26.919370858895537, 92.66666666666666, 'Low Risk'),
(153407, 99, 19, '07:46.1', 36.423580226433565, 97.90842355, 130, 71, 69, 'Female', 96.74057213337974, 1.8378439898819325, 0.08253627, 59, 28.641210337522626, 90.66666666666666, 'High Risk'),
(153408, 66, 16, '06:46.1', 36.642271982529294, 95.48818621884395, 137, 73, 67, 'Male', 84.42921865837312, 1.7799349215463127, 0.050315296, 64, 26.64922125309424, 94.33333333333333, 'Low Risk'),
(153409, 61, 19, '05:46.1', 37.47991628863714, 98.78152791834172, 130, 78, 66, 'Male', 57.61665127431725, 1.7576218469548306, 0.094333209, 52, 18.65078556296707, 95.33333333333333, 'Low Risk'),
(153410, 83, 14, '04:46.1', 37.00658334709702, 97.68463668053268, 123, 79, 69, 'Female', 85.70603439381841, 1.599436010938836, 0.11436465429719182, 44, 33.502534350966535, 93.66666666666667, 'High Risk'),
(153411, 71, 15, '03:46.1', 36.382900727331155, 99.08633222988281, 114, 82, 74, 'Female', 52.094488994901695, 1.953423214265205, 0.071925825, 32, 13.652088447343973, 92.66666666666667, 'High Risk'),
(153412, 74, 16, '02:46.1', 37.10890929342883, 95.84169675385363, 138, 86, 21, 'Female', 60.91979460236787, 1.6646900083711769, 0.066160974, 52, 21.98323915803022, 103.33333333333333, 'Low Risk'),
(153413, 79, 16, '01:46.1', 36.98102047189862, 95.54087864143729, 123, 73, 42, 'Male', 66.08598813162007, 1.7343110483845416, 0.070471506, 50, 21.971282417474956, 89.66666666666666, 'Low Risk'),
(153414, 77, 14, '00:46.1', 37.14740495676123, 95.16797446517658, 121, 79, 68, 'Male', 64.53737737782484, 1.5872994441882482, 0.13789375828803624, 42, 25.614954249857153, 93, 'Low Risk'),
(153415, 72, 12, '59:46.1', 37.235871112234506, 99.08874243232636, 116, 87, 19, 'Female', 73.50505973, 1.6930911585512638, 0.062030962, 29, 25.64227487, 96.66666666666667, 'Low Risk'),
(153416, 85, 14, '58:46.1', 36.993498785474955, 96.77530535549866, 122, 74, 30, 'Female', 91.57628455109071, 1.6302190357202484, 0.14356569701054872, 48, 34.45808193094157, 90, 'High Risk'),
(153417, 98, 15, '57:46.1', 36.94552720363517, 96.22857498257244, 138, 77, 49, 'Female', 78.24944083252467, 1.7992213822556753, 0.13069877232028998, 61, 24.171969378320505, 97.33333333333333, 'High Risk'),
(153418, 84, 14, '56:46.1', 36.708952058490055, 99.34659898142378, 133, 82, 44, 'Female', 87.40478108161561, 1.6739592224831723, 0.08897394, 51, 31.19215933079333, 99, 'High Risk'),
(153419, 84, 19, '55:46.1', 36.132921826415654, 96.66599431472818, 112, 77, 45, 'Female', 73.96767349109341, 1.6702490068480025, 0.1492234075790213, 35, 26.51426024273943, 88.66666666666667, 'Low Risk'),
(153420, 73, 18, '54:46.1', 36.298063853252316, 95.72078940380912, 132, 86, 63, 'Male', 74.58868070304092, 1.5791911321790004, 0.099165932, 46, 29.90911292041261, 101.33333333333333, 'Low Risk'),
(153421, 66, 14, '53:46.1', 36.959040177242684, 99.33473000173564, 134, 87, 61, 'Female', 90.62696306817341, 1.701086531320812, 0.13395906991219514, 47, 31.31876405306206, 102.66666666666667, 'High Risk'),
(153422, 98, 17, '52:46.1', 36.02442051876331, 96.39551362, 130, 81, 78, 'Male', 70.11872256893486, 1.8935875524163055, 0.11691860130079884, 49, 19.55524292363605, 97.33333333333333, 'High Risk'),
(153423, 87, 16, '51:46.1', 37.05689451122786, 95.40343212998552, 129, 87, 79, 'Female', 56.40002381864881, 1.6293896215631278, 0.14629836141304872, 42, 21.243662636902588, 101, 'Low Risk'),
(153424, 99, 18, '50:46.1', 36.022749103426484, 97.81267600956913, 122, 82, 69, 'Female', 75.68786502456447, 1.8639201044367002, 0.073981263, 40, 21.78570756, 95.33333333333333, 'High Risk'),
(153425, 95, 13, '49:46.1', 37.037960742654015, 95.83166719257241, 134, 79, 71, 'Male', 82.22822184066565, 1.9462599843854842, 0.054972301223625286, 55, 21.707968955389543, 97.33333333333333, 'High Risk'),
(153426, 61, 17, '48:46.1', 36.16683942429841, 99.43035670516954, 131, 74, 26, 'Female', 99.34684898835584, 1.5169554254315094, 0.13838239981955555, 57, 43.17262522683397, 93, 'High Risk'),
(153427, 75, 19, '47:46.1', 37.08897246999926, 98.75350784938206, 124, 75, 47, 'Male', 83.38591745, 1.841513575486354, 0.097329873, 49, 24.58911294752588, 91.33333333333333, 'Low Risk'),
(153428, 69, 12, '46:46.1', 36.93920569160404, 97.36340627413198, 122, 70, 86, 'Female', 69.20261844477321, 1.8668368673728866, 0.10721478840786847, 52, 19.856824130660765, 87.33333333333333, 'Low Risk'),
(153429, 77, 18, '45:46.1', 36.50032876742673, 98.90657882074862, 126, 70, 63, 'Female', 62.131181984473514, 1.6794516196277713, 0.09521354, 56, 22.027977319709553, 88.66666666666666, 'Low Risk'),
(153430, 93, 12, '44:46.1', 36.291884247140445, 97.36819517541053, 130, 72, 48, 'Male', 99.14962308808589, 1.5127729187018155, 0.076390605, 58, 43.32550016408287, 91.33333333333333, 'High Risk'),
(153431, 65, 15, '43:46.1', 36.89622881303799, 98.77120459635617, 120, 86, 80, 'Female', 87.39196523070395, 1.7487850998711236, 0.081817208, 34, 28.57581443773322, 97.33333333333333, 'Low Risk'),
(153432, 68, 15, '42:46.1', 37.25877677314901, 97.03555784516811, 123, 72, 37, 'Male', 95.37069077475353, 1.8488883300171688, 0.13793045011959792, 51, 27.899316633459062, 89, 'Low Risk'),
(153433, 89, 16, '41:46.1', 36.81517857162181, 98.19224947370185, 125, 77, 71, 'Male', 87.39250609288544, 1.8037819633873862, 0.059183602, 48, 26.86000650841267, 93, 'Low Risk'),
(153434, 85, 16, '40:46.1', 37.15894628137653, 98.60338741727817, 139, 76, 20, 'Male', 84.67158645509642, 1.5274413239809355, 0.121383847, 63, 36.29180970891811, 97, 'High Risk'),
(153435, 82, 15, '39:46.1', 36.987618064203154, 97.88187443812448, 131, 74, 31, 'Male', 90.67959607486563, 1.515179237818571, 0.12757482021904565, 57, 39.49858662884869, 93, 'High Risk'),
(153436, 66, 17, '38:46.1', 37.40559569, 96.43290133104996, 114, 84, 59, 'Male', 96.96621841520651, 1.8540967484656963, 0.13485300993381671, 30, 28.20692049, 94, 'Low Risk'),
(153437, 67, 17, '37:46.1', 37.265776933587304, 98.64054161036691, 124, 71, 49, 'Male', 85.92601345363346, 1.5040327771919377, 0.1074310985146431, 53, 37.98481900456468, 88.66666666666666, 'High Risk'),
(153438, 62, 18, '36:46.1', 36.29929102699445, 98.02482919542975, 136, 82, 44, 'Female', 96.3322037, 1.7347471787488513, 0.112300617, 54, 32.010990729241975, 100, 'High Risk'),
(153439, 63, 16, '35:46.1', 36.85146166, 98.59230588686302, 131, 75, 37, 'Male', 99.01517525, 1.5698679717722481, 0.12919906450836507, 56, 40.17681471691856, 93.66666666666666, 'High Risk'),
(153440, 81, 19, '34:46.1', 37.48623973032015, 99.58765552824944, 129, 72, 62, 'Male', 60.349641676308984, 1.8731042283668724, 0.10454867884601757, 57, 17.20088559597524, 91, 'High Risk'),
(153441, 62, 17, '33:46.1', 37.34731277924019, 99.37657192155403, 127, 82, 80, 'Male', 82.44964602302852, 1.929015645691042, 0.10638606024892053, 45, 22.157323334444865, 97, 'Low Risk'),
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(153620, 61, 17, '34:46.1', 37.27989509445525, 95.31905954501283, 112, 72, 49, 'Female', 74.87971511202828, 1.6019394638107165, 0.1474388589153579, 40, 29.179106066194812, 85.33333333333333, 'Low Risk'),
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(153629, 81, 18, '25:46.1', 37.37095118, 97.03663546, 115, 88, 60, 'Female', 60.64204903573975, 1.9481995476647513, 0.13022923215861304, 27, 15.977432479882774, 97, 'High Risk'),
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(153636, 74, 18, '18:46.1', 36.85536395930678, 96.61173233163257, 123, 85, 59, 'Female', 62.97913084444032, 1.619983975821608, 0.099752504, 38, 23.998009745107183, 97.66666666666667, 'Low Risk'),
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(153639, 91, 19, '15:46.1', 37.241140417978954, 97.73855827960618, 134, 83, 80, 'Female', 50.05102032737878, 1.6961019911430932, 0.1475081072413233, 51, 17.398387821955684, 100, 'High Risk'),
(153640, 89, 19, '14:46.1', 37.37167068686019, 96.08850232974925, 131, 89, 66, 'Female', 66.40699286645469, 1.8827405940778315, 0.12211868364089762, 42, 18.73410030426121, 103, 'Low Risk'),
(153641, 78, 17, '13:46.1', 36.713075653017256, 98.08288115617634, 138, 88, 37, 'Female', 69.00395400520556, 1.8198615148969575, 0.052428994782609255, 50, 20.835181839274284, 104.66666666666666, 'Low Risk'),
(153642, 73, 15, '12:46.1', 36.86397392577643, 98.86100475986349, 116, 74, 72, 'Female', 65.75899044, 1.7071789136157534, 0.10709314973185678, 42, 22.563011322649825, 88, 'Low Risk'),
(153643, 76, 18, '11:46.1', 36.246491858527236, 98.09828804227713, 135, 85, 84, 'Female', 97.20589338, 1.6955289827216695, 0.12285065574329514, 50, 33.81287977823621, 101.66666666666666, 'High Risk'),
(153644, 83, 17, '10:46.1', 37.478125041679476, 99.93371099596726, 136, 77, 81, 'Male', 98.51582446910862, 1.7988485340681009, 0.065963698, 59, 30.44505781219752, 96.66666666666666, 'High Risk'),
(153645, 62, 16, '09:46.1', 37.421830156334785, 96.07448633491579, 133, 76, 64, 'Male', 61.762255856169055, 1.8449962443090455, 0.083858145, 57, 18.143964073128835, 95, 'High Risk'),
(153646, 91, 19, '08:46.1', 36.49363357217423, 95.94869003478257, 133, 72, 34, 'Female', 66.99833780077668, 1.6513023100175412, 0.080580387, 61, 24.570322184048756, 92.33333333333333, 'High Risk'),
(153647, 77, 12, '07:46.1', 36.661594147988005, 97.43038632080992, 115, 87, 41, 'Female', 73.01466228077088, 1.5903520999205978, 0.14244073923196676, 28, 28.86845272643508, 96.33333333333333, 'Low Risk'),
(153648, 67, 15, '06:46.1', 36.19493251612181, 96.49357078594068, 117, 84, 81, 'Male', 87.17239844331462, 1.5709279020494642, 0.066741527, 33, 35.323724445901405, 95, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(153652, 81, 13, '02:46.1', 36.23633202443579, 96.96577242, 127, 87, 71, 'Male', 83.74311762536155, 1.5610411573131087, 0.053137371, 40, 34.36532203, 100.33333333333333, 'High Risk'),
(153653, 94, 16, '01:46.1', 37.08776578490854, 99.44839058576544, 124, 77, 44, 'Male', 89.86188998280937, 1.5749788830345537, 0.1166159986751542, 47, 36.226475059835565, 92.66666666666667, 'High Risk'),
(153654, 77, 14, '00:46.1', 37.17399585083872, 95.10983389, 119, 86, 63, 'Female', 58.732741496021646, 1.8442951172824833, 0.098856068, 33, 17.26710142992085, 97, 'High Risk'),
(153655, 70, 18, '59:46.1', 36.91331248061621, 96.13482638164733, 127, 79, 79, 'Female', 83.58774862, 1.5113652188578333, 0.082411202, 48, 36.59348576959932, 95, 'High Risk'),
(153656, 85, 19, '58:46.1', 36.133598919548824, 95.87034290623693, 128, 83, 88, 'Female', 98.68461867567271, 1.985162236797924, 0.12344607951266263, 45, 25.041333779697073, 98, 'Low Risk'),
(153657, 74, 17, '57:46.1', 36.30457933600968, 95.57922076, 115, 74, 77, 'Female', 78.04340456914736, 1.5866145316695563, 0.10341307863760599, 41, 31.00225981435733, 87.66666666666667, 'High Risk'),
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(153659, 80, 15, '55:46.1', 36.91567412935172, 95.29200959417737, 121, 83, 80, 'Male', 92.56746395099638, 1.8839027762941887, 0.12402808912307033, 38, 26.082030194858458, 95.66666666666667, 'Low Risk'),
(153660, 70, 14, '54:46.1', 37.11316569422016, 97.83804321219688, 113, 83, 43, 'Female', 75.56874852751865, 1.5782620368531393, 0.14272812154429076, 30, 30.337794806446023, 93, 'High Risk'),
(153661, 82, 14, '53:46.1', 36.63988931285767, 98.30052798393955, 136, 87, 49, 'Male', 51.50317504838498, 1.9327596381944698, 0.093934038, 49, 13.787270862579508, 103.33333333333333, 'High Risk'),
(153662, 62, 17, '52:46.1', 36.71123795789281, 98.60358634699767, 124, 74, 89, 'Female', 73.15636324, 1.7851888763942452, 0.10945698080642446, 50, 22.95534179076055, 90.66666666666666, 'Low Risk'),
(153663, 92, 15, '51:46.1', 37.45667921905985, 99.66360572418267, 123, 87, 37, 'Female', 53.05987063879225, 1.9466327242116757, 0.057246723252836584, 36, 14.002260306311712, 99, 'High Risk'),
(153664, 69, 14, '50:46.1', 37.003951167949644, 98.40168862501781, 123, 79, 67, 'Male', 58.64530299, 1.5867287990930365, 0.090244609, 44, 23.293128681613307, 93.66666666666667, 'Low Risk'),
(153665, 81, 15, '49:46.1', 37.07232266802034, 98.46257432184915, 128, 88, 36, 'Female', 98.17910680157944, 1.5076113526459598, 0.068251422, 40, 43.19567634821776, 101.33333333333333, 'High Risk'),
(153666, 80, 16, '48:46.1', 36.12194566767984, 97.46956811270611, 127, 82, 85, 'Female', 91.28742334, 1.662113918654546, 0.12114637541413867, 45, 33.043753695154805, 97, 'High Risk'),
(153667, 63, 17, '47:46.1', 36.13603496952906, 97.45915289903357, 120, 86, 18, 'Female', 70.14110103040508, 1.5651865085631265, 0.070975096, 34, 28.63125515827256, 97.33333333333333, 'Low Risk'),
(153668, 62, 17, '46:46.1', 36.15430977482708, 97.60792003482155, 116, 89, 36, 'Female', 82.46294652105232, 1.6745435937996547, 0.069553039, 27, 29.408029982397895, 98, 'Low Risk'),
(153669, 63, 14, '45:46.1', 36.075357363644045, 99.59131188685632, 120, 77, 60, 'Male', 53.71054410908893, 1.9799986399650726, 0.077664239, 43, 13.700290249781062, 91.33333333333333, 'High Risk'),
(153670, 92, 17, '44:46.1', 37.32905754, 99.58837687086705, 119, 75, 37, 'Female', 86.51843683890507, 1.836291352542405, 0.084058031, 44, 25.658158652397415, 89.66666666666667, 'High Risk'),
(153671, 96, 13, '43:46.1', 36.90120255610767, 97.87473788602718, 133, 72, 60, 'Male', 51.910539178513496, 1.967654796407483, 0.14429250982259656, 61, 13.407806162089953, 92.33333333333333, 'High Risk'),
(153672, 94, 18, '42:46.1', 36.401567919910846, 96.41107730491233, 138, 82, 46, 'Male', 92.53943439, 1.698417976, 0.12569370860869167, 56, 32.08024564213311, 100.66666666666666, 'High Risk'),
(153673, 65, 14, '41:46.1', 36.00282706972127, 96.46683269775104, 115, 79, 18, 'Male', 79.272361, 1.5332511317297557, 0.11496979378520719, 36, 33.72059314661135, 91, 'High Risk'),
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(153675, 61, 13, '39:46.1', 36.80562636208232, 96.46954573, 126, 84, 28, 'Male', 67.84887415, 1.8784956165402908, 0.13032599012065602, 42, 19.22747581089078, 98, 'Low Risk'),
(153676, 66, 13, '38:46.1', 36.974671859413974, 99.15535625972866, 120, 79, 69, 'Male', 96.04793409743235, 1.6981880392386128, 0.097441088, 41, 33.305539471580246, 92.66666666666667, 'High Risk'),
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(153678, 74, 13, '36:46.1', 36.80723214065028, 95.35767574685329, 132, 81, 77, 'Male', 87.01400341, 1.8535877476579996, 0.096634171, 51, 25.32578118895192, 98, 'Low Risk'),
(153679, 80, 19, '35:46.1', 36.546895729088945, 98.67958341173646, 116, 87, 49, 'Male', 91.98409271422065, 1.8941874727959391, 0.091041344, 29, 25.636976711969016, 96.66666666666667, 'Low Risk'),
(153680, 72, 16, '34:46.1', 36.21290437278136, 97.06999178294755, 127, 87, 20, 'Male', 88.60427279889234, 1.6737082994545947, 0.12879926999051555, 40, 31.629703891060995, 100.33333333333333, 'High Risk'),
(153681, 66, 16, '33:46.1', 36.77949652355902, 97.63809162, 119, 83, 46, 'Female', 75.54558949768219, 1.8649254348391233, 0.12538525068652512, 36, 21.721317822936555, 95, 'Low Risk'),
(153682, 64, 13, '32:46.1', 37.24152124991182, 97.37920544888223, 133, 89, 29, 'Female', 65.14374701592483, 1.9657399183196524, 0.075449918, 44, 16.858565641027905, 103.66666666666667, 'High Risk'),
(153683, 69, 14, '31:46.1', 36.732946616375266, 98.03375873233892, 134, 88, 57, 'Male', 89.60789624887921, 1.8512191789498602, 0.14455198706475958, 46, 26.14752575170601, 103.33333333333333, 'Low Risk'),
(153684, 98, 14, '30:46.1', 36.42885411154236, 97.77049197480753, 119, 89, 31, 'Male', 67.31547215309652, 1.513201745681221, 0.1455221316673958, 30, 29.39823309320228, 99, 'High Risk'),
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(153686, 85, 16, '28:46.1', 37.05289743536267, 96.40526627, 129, 73, 33, 'Male', 77.61759033752533, 1.5891416732114827, 0.13271308504931256, 56, 30.735120670223324, 91.66666666666666, 'High Risk'),
(153687, 98, 16, '27:46.1', 36.487487694315924, 95.29942287088949, 116, 75, 48, 'Female', 73.69193061887304, 1.922009062735031, 0.064949649, 41, 19.94844612904188, 88.66666666666667, 'High Risk'),
(153688, 82, 18, '26:46.1', 36.054818962854675, 96.51363721, 123, 89, 71, 'Female', 94.33897433696907, 1.526333508286143, 0.12424743752598423, 34, 40.494148676565004, 100.33333333333333, 'High Risk'),
(153689, 67, 14, '25:46.1', 36.47650486354357, 95.28237751784084, 128, 83, 54, 'Female', 91.77182358018568, 1.7095480818529591, 0.12343920123521787, 45, 31.401234451969938, 98, 'High Risk'),
(153690, 68, 14, '24:46.1', 36.880167654767064, 98.24255411, 134, 82, 25, 'Male', 69.05441438970189, 1.5817653102911695, 0.098691013, 52, 27.59989011785387, 99.33333333333333, 'Low Risk'),
(153691, 85, 18, '23:46.1', 36.02881740234512, 99.02121180583588, 127, 79, 89, 'Female', 56.99799726388722, 1.912487660165001, 0.059389142921763664, 48, 15.58340338737703, 95, 'High Risk'),
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(153693, 78, 19, '21:46.1', 36.381530317109664, 96.30742008573233, 110, 89, 83, 'Male', 59.50003031669509, 1.8857103973256524, 0.069493614, 21, 16.732745117222937, 96, 'High Risk'),
(153694, 83, 13, '20:46.1', 36.43911691331733, 95.6099948, 113, 73, 56, 'Male', 69.42146674787213, 1.8529376281067989, 0.14485509634364804, 40, 20.219582494827584, 86.33333333333333, 'Low Risk'),
(153695, 86, 18, '19:46.1', 36.643855488733266, 98.59569218705504, 113, 80, 64, 'Male', 80.79798151969983, 1.828224919751988, 0.12193583602045721, 33, 24.17359617, 91, 'Low Risk'),
(153696, 60, 12, '18:46.1', 36.97897802849234, 99.02382024942904, 136, 77, 56, 'Female', 54.723435431015126, 1.7161300175039418, 0.096941135, 59, 18.581166637924913, 96.66666666666666, 'Low Risk'),
(153697, 67, 15, '17:46.1', 37.13458434937825, 95.32191633215554, 120, 76, 28, 'Female', 53.26758667055693, 1.6289988309808279, 0.12155760460111754, 44, 20.073424824032063, 90.66666666666667, 'Low Risk'),
(153698, 79, 14, '16:46.1', 36.35730459, 97.15410267499134, 120, 82, 60, 'Male', 77.36000105, 1.7599334058537013, 0.12068748558662758, 38, 24.97606392321432, 94.66666666666667, 'Low Risk'),
(153699, 84, 13, '15:46.1', 36.750981652440196, 97.85616641320227, 113, 83, 35, 'Female', 77.85693117538136, 1.8061006232369052, 0.1354297406433066, 30, 23.867855313926302, 93, 'Low Risk'),
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(153876, 86, 14, '18:46.1', 36.134516647303904, 97.72144605559394, 118, 76, 78, 'Female', 99.99855379119938, 1.535518645284588, 0.075768948, 42, 42.41149001836646, 90, 'High Risk'),
(153877, 88, 19, '17:46.1', 36.87463953756728, 97.55457631899397, 130, 70, 57, 'Female', 84.17854927, 1.7910408523086048, 0.066524496, 60, 26.241608568978886, 90, 'Low Risk'),
(153878, 68, 15, '16:46.1', 37.493265214746636, 98.39833366525504, 110, 81, 34, 'Female', 64.12046583955372, 1.8403531223957994, 0.052937704, 29, 18.93190620514861, 90.66666666666667, 'Low Risk'),
(153879, 84, 13, '15:46.1', 37.183993718740936, 99.63398220884984, 132, 70, 78, 'Male', 70.58535622965832, 1.9698771892178086, 0.14251722638473896, 62, 18.19015117763435, 90.66666666666666, 'High Risk'),
(153880, 87, 15, '14:46.1', 37.205615052098416, 95.40696963453557, 130, 76, 51, 'Male', 94.62848509402923, 1.5770004590678688, 0.14326985059153236, 54, 38.05031426348278, 94, 'High Risk'),
(153881, 61, 13, '13:46.1', 36.28265506306904, 97.59710641541601, 115, 77, 41, 'Male', 89.86545552613644, 1.8077220911900018, 0.096989527, 38, 27.499794561001373, 89.66666666666667, 'Low Risk'),
(153882, 63, 18, '12:46.1', 37.42157041554404, 96.28924516682795, 113, 85, 67, 'Male', 74.41440849504433, 1.6726941796969035, 0.061262606911806176, 28, 26.596466541241764, 94.33333333333333, 'Low Risk'),
(153883, 64, 19, '11:46.1', 37.454093811603016, 95.77869549110058, 119, 88, 73, 'Male', 85.8475147, 1.7906704331068724, 0.068944486, 31, 26.77296074831103, 98.33333333333333, 'Low Risk'),
(153884, 97, 18, '10:46.1', 36.78527239903383, 99.81991809054847, 120, 82, 68, 'Female', 71.36988554298387, 1.5534414599734587, 0.14472623532876405, 38, 29.57503154058254, 94.66666666666667, 'High Risk'),
(153885, 72, 15, '09:46.1', 37.16747406632979, 96.87923352495933, 110, 84, 47, 'Male', 80.74954672, 1.9076235942569801, 0.073418528, 26, 22.189868190173364, 92.66666666666667, 'Low Risk'),
(153886, 76, 17, '08:46.1', 36.55813780671532, 99.35428482432471, 111, 77, 62, 'Male', 79.52985968373545, 1.6452605161974654, 0.10711732011307583, 34, 29.380613858269818, 88.33333333333333, 'Low Risk'),
(153887, 93, 16, '07:46.1', 37.45822220134339, 99.29721735501062, 132, 76, 36, 'Female', 92.31347304678283, 1.6098382917940313, 0.056119733, 56, 35.62054695003818, 94.66666666666666, 'High Risk'),
(153888, 75, 15, '06:46.1', 37.32124207929752, 96.62597723306251, 118, 72, 24, 'Male', 88.02420106400277, 1.9585344168585532, 0.088857044, 46, 22.947727102651854, 87.33333333333333, 'Low Risk'),
(153889, 71, 14, '05:46.1', 37.34989119183249, 95.23721212392859, 122, 77, 59, 'Female', 97.54860382949995, 1.854978993144396, 0.068675199, 45, 28.349347428656703, 92, 'Low Risk'),
(153890, 85, 12, '04:46.1', 37.23826744112083, 99.72344509610325, 125, 82, 82, 'Female', 85.51367589681196, 1.6245949765848033, 0.053154792, 43, 32.40002635061371, 96.33333333333333, 'High Risk'),
(153891, 91, 13, '03:46.1', 36.258278937634195, 96.78877297591646, 114, 88, 76, 'Female', 66.97520104872078, 1.8767236417010411, 0.097887444, 26, 19.015746361967945, 96.66666666666667, 'High Risk'),
(153892, 83, 17, '02:46.1', 37.07040637776675, 98.28522038, 120, 88, 75, 'Female', 57.255504647037235, 1.9222252657798837, 0.12627482544271756, 32, 15.495610244976698, 98.66666666666667, 'High Risk'),
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(153895, 90, 14, '59:46.1', 36.11443616473397, 98.08967237551748, 139, 76, 19, 'Male', 95.28675425574576, 1.523586170866393, 0.12217864168207272, 63, 41.04861324, 97, 'High Risk'),
(153896, 90, 19, '58:46.1', 36.65455781911913, 98.36489461227458, 125, 86, 64, 'Male', 81.72658291804571, 1.7826695831183463, 0.10288689481495375, 39, 25.717078598660596, 99, 'Low Risk'),
(153897, 97, 16, '57:46.1', 36.512843271449995, 99.23849788874499, 125, 70, 27, 'Female', 50.12936892678898, 1.8965474294730358, 0.099063021, 55, 13.936856265084167, 88.33333333333333, 'High Risk'),
(153898, 98, 16, '56:46.1', 36.69728742071393, 95.07531401744983, 117, 71, 52, 'Female', 79.42707943054758, 1.540038107179691, 0.11139564318964806, 46, 33.48926831788418, 86.33333333333333, 'High Risk'),
(153899, 67, 18, '55:46.1', 36.92404398943959, 95.02680123558638, 131, 80, 63, 'Female', 60.23975332564967, 1.8044299664551116, 0.070752299, 51, 18.50133739190653, 97, 'Low Risk'),
(153900, 64, 14, '54:46.1', 36.56456293663905, 99.99325406363593, 128, 71, 84, 'Female', 64.12105254644536, 1.7371503000833133, 0.12545819735130576, 57, 21.248381308348744, 90, 'Low Risk'),
(153901, 73, 13, '53:46.1', 36.36122934779634, 97.56654168, 134, 77, 75, 'Female', 96.48111071261724, 1.956171721234379, 0.0940004, 57, 25.213221652362677, 96, 'Low Risk'),
(153902, 81, 14, '52:46.1', 36.602479251989536, 97.20207540493934, 119, 81, 88, 'Male', 87.42454323, 1.8544966345482252, 0.14460419778571154, 38, 25.420335192130686, 93.66666666666667, 'Low Risk'),
(153903, 90, 15, '51:46.1', 36.414379626291016, 96.88139527, 132, 85, 25, 'Male', 83.93901233147807, 1.557132810385257, 0.090464152, 47, 34.618842516939544, 100.66666666666667, 'High Risk'),
(153904, 61, 14, '50:46.1', 36.327654729664246, 97.42829802350361, 112, 75, 37, 'Female', 83.78400418658407, 1.8508812560316388, 0.099439956, 37, 24.457045841355193, 87.33333333333333, 'Low Risk'),
(153905, 67, 18, '49:46.1', 36.78147603222024, 97.08432793, 123, 74, 21, 'Male', 98.54972352598082, 1.5762122308743758, 0.07818102, 49, 39.66669564211773, 90.33333333333333, 'High Risk'),
(153906, 87, 12, '48:46.1', 37.04355927064762, 99.60536182, 123, 87, 83, 'Male', 67.51202689701071, 1.9975763735795393, 0.14960948774980296, 36, 16.91898718, 99, 'High Risk'),
(153907, 65, 18, '47:46.1', 37.25639755890039, 98.74744290582761, 128, 82, 21, 'Male', 85.96792576535151, 1.9959101000092034, 0.085058383, 46, 21.580151859910025, 97.33333333333333, 'Low Risk'),
(153908, 68, 13, '46:46.1', 36.52225853066088, 97.20671047292498, 133, 76, 70, 'Female', 62.56821624236482, 1.6895586931652726, 0.10149620447713946, 57, 21.91831718444051, 95, 'Low Risk'),
(153909, 81, 17, '45:46.1', 36.39892342162421, 96.83135457827956, 120, 70, 65, 'Male', 54.86234401863509, 1.9681774873505975, 0.060486077988447774, 50, 14.16269293808247, 86.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(153911, 71, 19, '43:46.1', 36.536537901686955, 98.38849775593094, 124, 72, 53, 'Female', 62.32277818374919, 1.9429473222559013, 0.067860807, 52, 16.50915149055691, 89.33333333333333, 'High Risk'),
(153912, 73, 19, '42:46.1', 37.43790638297564, 98.16636363, 111, 72, 53, 'Male', 99.96969219, 1.709756092437901, 0.14899555166457773, 39, 34.19794700890936, 85, 'High Risk'),
(153913, 69, 12, '41:46.1', 36.01341514464545, 95.66776319848029, 128, 73, 25, 'Male', 78.69219048636725, 1.8360884029692695, 0.085565038, 55, 23.342343701090446, 91.33333333333333, 'Low Risk'),
(153914, 61, 18, '40:46.1', 37.12443903239692, 96.54631377620352, 137, 77, 46, 'Female', 93.05438314242878, 1.7658594157819665, 0.068621837, 60, 29.841770336787178, 97, 'Low Risk'),
(153915, 65, 15, '39:46.1', 37.28790104902029, 97.42462656084501, 118, 88, 28, 'Female', 89.47306915697266, 1.9300606065393788, 0.056326554, 30, 24.01875220597216, 98, 'Low Risk'),
(153916, 70, 19, '38:46.1', 37.055558302122414, 99.04241247, 133, 70, 66, 'Male', 88.25047824462503, 1.5293206813489395, 0.059280619, 63, 37.73287912189273, 91, 'High Risk'),
(153917, 76, 17, '37:46.1', 36.486176698753816, 97.41255960086875, 135, 73, 34, 'Female', 58.79919882072547, 1.6634719406778526, 0.13026479888044756, 62, 21.249095546123158, 93.66666666666666, 'Low Risk'),
(153918, 78, 14, '36:46.1', 36.74116085670603, 96.99547671729589, 110, 85, 41, 'Female', 96.03460573, 1.7342911997437662, 0.1014501711060263, 25, 31.928882377021964, 93.33333333333333, 'High Risk'),
(153919, 62, 17, '35:46.1', 37.03194129829005, 95.78116628488802, 125, 81, 56, 'Female', 73.33514536023459, 1.6283045634403532, 0.075235093, 44, 27.659280403279524, 95.66666666666667, 'Low Risk'),
(153920, 65, 14, '34:46.1', 37.25021300227232, 97.08966383156786, 119, 82, 40, 'Male', 57.626213323135644, 1.924484642627906, 0.12641857774704324, 37, 15.559340429952561, 94.33333333333333, 'High Risk'),
(153921, 79, 14, '33:46.1', 36.27752120026409, 99.32121200263833, 138, 86, 51, 'Female', 76.60145720076298, 1.942412922489321, 0.14965125715028021, 52, 20.30270545187797, 103.33333333333333, 'Low Risk'),
(153922, 61, 13, '32:46.1', 36.202013083136265, 96.84796063517298, 113, 88, 27, 'Female', 97.31392210190918, 1.8395565398235239, 0.10979464266986863, 25, 28.75733887931624, 96.33333333333333, 'Low Risk'),
(153923, 60, 17, '31:46.1', 37.307890206991864, 99.89798585360326, 132, 71, 41, 'Female', 98.42961927633758, 1.6819813649199502, 0.056846925, 61, 34.792324528629884, 91.33333333333333, 'High Risk'),
(153924, 80, 15, '30:46.1', 36.010964793704844, 95.68225580109562, 122, 77, 33, 'Male', 93.01074133993407, 1.9762776476047037, 0.078306166, 45, 23.814265360421793, 92, 'Low Risk'),
(153925, 84, 15, '29:46.1', 36.796290291000375, 99.81663791, 119, 76, 19, 'Male', 59.24750868, 1.8363601150415254, 0.078140116, 43, 17.56929723505154, 90.33333333333333, 'High Risk'),
(153926, 91, 16, '28:46.1', 37.145523463702666, 99.66105158, 138, 79, 42, 'Female', 84.03571661090254, 1.8878361467691578, 0.12088928000109128, 59, 23.579539169609795, 98.66666666666666, 'High Risk'),
(153927, 97, 19, '27:46.1', 36.7137673, 95.17791543577005, 129, 87, 43, 'Female', 75.06246194498716, 1.5281863818566286, 0.11552246292208385, 42, 32.14179701794742, 101, 'High Risk'),
(153928, 60, 14, '26:46.1', 37.09402975571549, 99.91541082264625, 113, 89, 57, 'Male', 84.28286658427015, 1.6220734909746901, 0.060738558, 24, 32.03304652797812, 97, 'High Risk'),
(153929, 82, 15, '25:46.1', 36.77166424, 96.31811172, 129, 89, 41, 'Female', 80.55456818762062, 1.816318556324152, 0.1304130137738173, 40, 24.417777618190577, 102.33333333333333, 'Low Risk'),
(153930, 82, 18, '24:46.1', 37.278797186878435, 96.47041009190089, 128, 71, 38, 'Male', 63.06752620158597, 1.73932465, 0.12470008410686163, 57, 20.847044456868307, 90, 'Low Risk'),
(153931, 89, 15, '23:46.1', 36.992763977087954, 96.99709018, 135, 84, 21, 'Female', 99.4603156, 1.8149925329707621, 0.088440779, 51, 30.192574572985745, 101, 'High Risk'),
(153932, 74, 15, '22:46.1', 36.08671883796715, 99.94335351483184, 111, 78, 42, 'Male', 80.93243805945822, 1.7251413893177778, 0.095418686, 33, 27.194008809814974, 89, 'Low Risk'),
(153933, 72, 13, '21:46.1', 36.25664759292368, 96.24020105952337, 132, 72, 60, 'Female', 95.23809472815552, 1.6461656132248654, 0.1375514415660095, 60, 35.145008094370894, 92, 'High Risk'),
(153934, 72, 16, '20:46.1', 36.31018314172656, 97.35434206702887, 137, 80, 72, 'Male', 71.05416021283702, 1.7661273265439028, 0.055003789, 57, 22.779568352365548, 99, 'Low Risk'),
(153935, 86, 12, '19:46.1', 36.78758785071634, 95.62568325336449, 132, 89, 57, 'Male', 90.47364905731797, 1.8302092106020855, 0.10828689137380551, 43, 27.00975431169818, 103.33333333333333, 'Low Risk'),
(153936, 91, 19, '18:46.1', 36.86350167167475, 98.54374383300735, 117, 70, 61, 'Male', 94.13985288874302, 1.7002681387970728, 0.11059787094595921, 47, 32.56407017279746, 85.66666666666667, 'High Risk'),
(153937, 68, 18, '17:46.1', 36.960570488190214, 97.50282763061406, 125, 79, 43, 'Female', 55.993208840331874, 1.596597052087965, 0.11311291345779642, 46, 21.965682935997513, 94.33333333333333, 'Low Risk'),
(153938, 67, 17, '16:46.1', 36.20121755108942, 96.03269046, 120, 85, 24, 'Female', 87.57487332920292, 1.5861310116703955, 0.070913612, 35, 34.809790133007326, 96.66666666666667, 'High Risk'),
(153939, 78, 14, '15:46.1', 36.67601724440187, 96.89682501078887, 127, 82, 64, 'Male', 99.04677877715936, 1.6024822753657082, 0.092545586, 45, 38.57037725275447, 97, 'High Risk'),
(153940, 77, 17, '14:46.1', 36.64264575814324, 95.29719575449194, 130, 88, 54, 'Female', 78.17994115947485, 1.9304110857481025, 0.14830983231756328, 42, 20.97952898, 102, 'Low Risk'),
(153941, 90, 15, '13:46.1', 37.34325395710386, 97.12125817455428, 112, 84, 37, 'Male', 76.44551528047148, 1.9756890445478432, 0.11112947178968463, 28, 19.584605557469786, 93.33333333333333, 'Low Risk'),
(153942, 71, 16, '12:46.1', 36.974772402652306, 95.02909727942023, 120, 74, 54, 'Female', 76.87094141, 1.8924781755723403, 0.058577587, 46, 21.463494927075036, 89.33333333333333, 'Low Risk'),
(153943, 76, 15, '11:46.1', 36.62403849021487, 96.00399589702018, 118, 71, 71, 'Female', 53.19218862299896, 1.7916552631988063, 0.071705412, 47, 16.570627725503154, 86.66666666666667, 'High Risk'),
(153944, 73, 14, '10:46.1', 37.27372196765244, 98.87872881265162, 122, 81, 85, 'Male', 76.97442369544405, 1.8124724470067115, 0.057806262651310274, 41, 23.431690357355574, 94.66666666666667, 'Low Risk'),
(153945, 99, 14, '09:46.1', 36.48973617840857, 99.37391765009305, 110, 80, 36, 'Male', 97.25653700643598, 1.5087858487963055, 0.096676066, 30, 42.72318261671239, 90, 'High Risk'),
(153946, 83, 17, '08:46.1', 36.648362178807474, 95.87211943667496, 120, 89, 89, 'Female', 50.19135132678204, 1.9981448082303197, 0.10755420654252723, 31, 12.571148907037754, 99.33333333333333, 'High Risk'),
(153947, 97, 15, '07:46.1', 37.10214386832334, 96.48458676840339, 111, 78, 89, 'Female', 93.49905569405706, 1.6633183440240613, 0.096978211, 33, 33.795312783319325, 89, 'High Risk'),
(153948, 84, 15, '06:46.1', 36.04424775, 95.05667027178015, 139, 70, 60, 'Male', 61.100848877313396, 1.8939869268579856, 0.094453156, 69, 17.03308407108253, 93, 'High Risk'),
(153949, 91, 19, '05:46.1', 37.41890544628573, 97.60952300355329, 138, 78, 72, 'Male', 60.638204998532316, 1.8766175301701313, 0.10043959863819718, 60, 17.218479547723447, 98, 'High Risk'),
(153950, 75, 15, '04:46.1', 36.74317021744991, 99.01294118734258, 114, 75, 39, 'Male', 62.13111466353831, 1.532064425630773, 0.0653865, 39, 26.47006990910944, 88, 'Low Risk'),
(153951, 88, 12, '03:46.1', 36.466375504597565, 95.73929600929847, 131, 70, 60, 'Male', 98.48887306663255, 1.9777289116004262, 0.093096249, 61, 25.179879270065243, 90.33333333333333, 'Low Risk'),
(153952, 83, 19, '02:46.1', 37.26840314214337, 97.68195955184609, 117, 86, 19, 'Male', 84.65892470641386, 1.8235823419577097, 0.055824179549206335, 31, 25.45786572877054, 96.33333333333333, 'Low Risk'),
(153953, 86, 17, '01:46.1', 36.957578621576396, 98.92160414, 121, 78, 42, 'Female', 61.07526844724509, 1.9779928698104625, 0.12225107017400669, 43, 15.610468636141547, 92.33333333333333, 'High Risk'),
(153954, 94, 14, '00:46.1', 36.25409218713583, 95.70244931182742, 134, 75, 33, 'Female', 98.95416232699785, 1.890713337794074, 0.11833677293266917, 59, 27.68105836033683, 94.66666666666666, 'High Risk'),
(153955, 62, 15, '59:46.1', 36.97064691510988, 98.71345087159219, 135, 81, 63, 'Male', 99.84442534277602, 1.6454714905441539, 0.095440624, 54, 36.875939817196816, 99, 'High Risk'),
(153956, 62, 18, '58:46.1', 36.55372701777702, 97.40965479228016, 128, 85, 20, 'Male', 54.45123164452588, 1.775187501250303, 0.057626353, 43, 17.279025466068457, 99.33333333333333, 'High Risk'),
(153957, 72, 18, '57:46.1', 37.00370581377511, 99.24562882900936, 119, 75, 85, 'Male', 52.14348976615786, 1.5714732008782613, 0.079035935, 44, 21.11475930667276, 89.66666666666667, 'Low Risk'),
(153958, 90, 17, '56:46.1', 36.396372157551355, 99.65391130110609, 128, 81, 71, 'Female', 67.28056637139537, 1.9513925004012753, 0.081520332, 47, 17.668528263927772, 96.66666666666667, 'High Risk'),
(153959, 76, 19, '55:46.1', 36.97924623964367, 95.78171378330529, 124, 87, 38, 'Female', 51.77813823572633, 1.9865847118509705, 0.10224416162461324, 37, 13.119952198875605, 99.33333333333333, 'High Risk'),
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(154134, 68, 18, '00:46.1', 36.11394299892886, 96.71356945274403, 113, 89, 38, 'Female', 58.012533746946346, 1.775027627483706, 0.1164294344605101, 24, 18.412450826267836, 97, 'High Risk'),
(154135, 84, 19, '59:46.1', 36.74386185875801, 96.55163463026469, 115, 72, 24, 'Male', 52.36022226754921, 1.6198100639818689, 0.064557019, 43, 19.95599082406356, 86.33333333333333, 'Low Risk'),
(154136, 75, 12, '58:46.1', 37.18970131532663, 97.47405958128894, 121, 89, 38, 'Female', 50.75517079621362, 1.7780674215311707, 0.14529429768801325, 32, 16.054021643123143, 99.66666666666667, 'High Risk'),
(154137, 90, 13, '57:46.1', 37.29368533478705, 98.18398422005242, 139, 71, 60, 'Female', 65.95515575273355, 1.9427485346483127, 0.081682734, 68, 17.47493504550787, 93.66666666666666, 'High Risk'),
(154138, 66, 12, '56:46.1', 36.35569951026217, 95.56295475, 138, 86, 53, 'Female', 76.91960851897917, 1.6605582369271275, 0.061743377698487235, 52, 27.89515910430582, 103.33333333333333, 'Low Risk'),
(154139, 84, 16, '55:46.1', 36.09093597488015, 99.37033690943008, 112, 78, 49, 'Female', 58.7082998, 1.8609385997831116, 0.10689760341796477, 34, 16.952564875254374, 89.33333333333333, 'High Risk'),
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(154142, 87, 14, '52:46.1', 36.55865820108621, 97.85500805365072, 137, 81, 79, 'Female', 68.07607101, 1.9514337805641218, 0.14191897751544397, 56, 17.87667914232507, 99.66666666666666, 'High Risk'),
(154143, 63, 16, '51:46.1', 36.996941625449715, 99.13347622, 118, 78, 77, 'Female', 76.56553235668434, 1.765451303714566, 0.12460325019586661, 40, 24.56528576417615, 91.33333333333333, 'Low Risk'),
(154144, 84, 19, '50:46.1', 36.71261564663513, 95.98449166, 116, 89, 57, 'Female', 68.33749118612332, 1.6151442191371588, 0.1394009131489996, 27, 26.196086524579446, 98, 'Low Risk'),
(154145, 99, 16, '49:46.1', 36.12884076, 96.81045392, 132, 74, 20, 'Male', 92.99013460909555, 1.5776201425057588, 0.095331409, 58, 37.36216131958145, 93.33333333333333, 'High Risk'),
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(154147, 92, 12, '47:46.1', 37.43982443705492, 99.93174387871052, 127, 86, 32, 'Female', 73.45155475, 1.9106218717584573, 0.13012507400010975, 41, 20.121089968612917, 99.66666666666667, 'High Risk'),
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(154149, 72, 17, '45:46.1', 36.71414664425484, 97.00444859814955, 136, 75, 49, 'Male', 66.69336068617103, 1.5621947537543432, 0.14964727503504363, 61, 27.328277067171175, 95.33333333333333, 'Low Risk'),
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(154157, 99, 17, '37:46.1', 37.02408457879228, 96.79586179196906, 124, 83, 66, 'Female', 50.50559573314548, 1.6109983312840455, 0.123835209, 41, 19.46029040852492, 96.66666666666667, 'High Risk'),
(154158, 97, 19, '36:46.1', 37.10163817740622, 96.39632044028225, 113, 75, 19, 'Female', 99.84901470345832, 1.5877694990892353, 0.14131361265444928, 38, 39.60671960583673, 87.66666666666667, 'High Risk'),
(154159, 83, 19, '35:46.1', 37.311375511483455, 99.45371551725346, 126, 80, 28, 'Female', 61.15374442, 1.5636704712510716, 0.056531942, 46, 25.011087987040533, 95.33333333333333, 'Low Risk'),
(154160, 79, 19, '34:46.1', 36.51435564394373, 98.79088516299177, 118, 71, 32, 'Male', 51.77036214257683, 1.6780220458614061, 0.093752113, 47, 18.38594168699251, 86.66666666666667, 'High Risk'),
(154161, 76, 16, '33:46.1', 37.18737308649913, 97.41359783372991, 129, 71, 44, 'Female', 51.39879084308656, 1.5068466651874621, 0.066067519, 58, 22.636786756836198, 90.33333333333333, 'Low Risk'),
(154162, 82, 14, '32:46.1', 36.20897849604641, 97.08887165513764, 110, 75, 49, 'Male', 79.10675373373397, 1.6815044116593865, 0.12694882884639008, 35, 27.97805636499198, 86.66666666666667, 'Low Risk'),
(154163, 95, 13, '31:46.1', 36.26521720929097, 97.45334798462144, 133, 84, 65, 'Female', 73.04961006761559, 1.557966517156839, 0.13653814226031669, 49, 30.09550688505309, 100.33333333333333, 'High Risk'),
(154164, 94, 18, '30:46.1', 37.49726093695639, 97.79192313377713, 138, 82, 77, 'Male', 59.53215442, 1.7509688202346565, 0.092362361, 56, 19.417565301569372, 100.66666666666666, 'High Risk'),
(154165, 88, 19, '29:46.1', 36.725089151378405, 95.53897562132454, 129, 85, 79, 'Male', 79.83013714810156, 1.7457173493086946, 0.060952507219222976, 44, 26.195037185887436, 99.66666666666667, 'Low Risk'),
(154166, 60, 18, '28:46.1', 36.984815990824714, 97.69388969, 130, 72, 54, 'Male', 67.72607022518501, 1.5396209637386242, 0.10735303888857861, 58, 28.57118444358435, 91.33333333333333, 'Low Risk'),
(154167, 74, 12, '27:46.1', 36.34464879907315, 96.83441632421905, 113, 77, 49, 'Male', 91.59175247386744, 1.7688280965344212, 0.093409445, 36, 29.27420518701502, 89, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(154172, 66, 13, '22:46.1', 37.159891405653326, 96.79150205, 111, 87, 35, 'Male', 88.24529415957183, 1.5992782049525605, 0.10937223621824105, 24, 34.50194017148788, 95, 'High Risk'),
(154173, 70, 15, '21:46.1', 36.25444753694349, 98.24183119719318, 136, 78, 64, 'Female', 71.85791036200871, 1.8416478366858686, 0.052535520846226785, 58, 21.18660692989037, 97.33333333333333, 'Low Risk'),
(154174, 66, 12, '20:46.1', 36.55223211649698, 95.24293279, 139, 78, 27, 'Male', 78.98274241421117, 1.8499280955439887, 0.052390251, 61, 23.079293633275263, 98.33333333333333, 'Low Risk'),
(154175, 73, 19, '19:46.1', 37.19328471269914, 97.76114963711777, 134, 84, 50, 'Male', 97.23970366, 1.9214612610178163, 0.10413813922360474, 50, 26.337852470696866, 100.66666666666666, 'Low Risk'),
(154176, 82, 14, '18:46.1', 36.70100340110447, 95.03189318549906, 115, 84, 31, 'Male', 87.64871301, 1.8501134745720997, 0.067004057, 31, 25.60641685075415, 94.33333333333333, 'Low Risk'),
(154177, 90, 19, '17:46.1', 36.32118843116756, 98.46629440179692, 127, 88, 58, 'Female', 85.06669417577436, 1.5571647607307206, 0.13968295369771042, 39, 35.08249096036041, 101, 'High Risk'),
(154178, 92, 18, '16:46.1', 36.705520387945214, 99.31215499890928, 126, 81, 42, 'Female', 52.711340975615606, 1.6000938642191609, 0.13752733738136438, 45, 20.587951907706962, 96, 'High Risk'),
(154179, 95, 17, '15:46.1', 36.36188843092484, 95.74186963741744, 125, 83, 49, 'Female', 81.93574881201418, 1.504580989463033, 0.055101096, 42, 36.194475432183026, 97, 'High Risk'),
(154180, 97, 17, '14:46.1', 36.535848095217055, 97.74728222325479, 131, 81, 22, 'Male', 75.39359890309589, 1.5065039280195491, 0.1347276013616262, 50, 33.21956475802629, 97.66666666666666, 'High Risk'),
(154181, 61, 18, '13:46.1', 37.34973624520335, 95.02836274705523, 136, 84, 78, 'Female', 74.26138067295562, 1.5772382618561802, 0.14364598544750473, 52, 29.85165484, 101.33333333333333, 'Low Risk'),
(154182, 83, 18, '12:46.1', 36.53836945320962, 95.69668087341914, 112, 71, 52, 'Male', 91.10313149372072, 1.8536962836843327, 0.091285916, 41, 26.512833639293202, 84.66666666666667, 'Low Risk'),
(154183, 72, 12, '11:46.1', 37.05623203266785, 97.22794509, 123, 84, 76, 'Female', 51.28544418, 1.8025872797991955, 0.075936566, 39, 15.783434673857512, 97, 'High Risk'),
(154184, 83, 19, '10:46.1', 36.36195806891772, 95.69303620368487, 139, 70, 59, 'Female', 58.501493079080646, 1.6870956819430225, 0.067980714, 69, 20.553582122642688, 93, 'Low Risk'),
(154185, 74, 17, '09:46.1', 36.301966246301774, 97.16808530140916, 139, 76, 64, 'Female', 54.152374583289976, 1.7039951167275396, 0.071245137, 63, 18.650084915205515, 97, 'Low Risk'),
(154186, 90, 13, '08:46.1', 36.10423591000441, 95.58860742930301, 129, 85, 35, 'Female', 67.06400896563405, 1.518257817869876, 0.050176192, 44, 29.093666688816526, 99.66666666666667, 'Low Risk'),
(154187, 72, 17, '07:46.1', 36.23080331951629, 99.60972240354712, 139, 89, 44, 'Female', 90.86717451582524, 1.7742772107231375, 0.11099763873578639, 50, 28.86450241423287, 105.66666666666666, 'Low Risk'),
(154188, 81, 18, '06:46.1', 37.43045797513285, 95.38743154033622, 112, 73, 39, 'Male', 72.74618345510946, 1.806612059746373, 0.068169313, 39, 22.288477511068777, 86, 'Low Risk'),
(154189, 90, 17, '05:46.1', 36.83990377402539, 98.32628165619636, 110, 75, 25, 'Male', 79.41400968677637, 1.9765174505781204, 0.12102230093138246, 35, 20.328054592889035, 86.66666666666667, 'Low Risk'),
(154190, 82, 19, '04:46.1', 37.30064598228832, 97.08716012577787, 119, 84, 66, 'Male', 69.73281601827391, 1.722980430068506, 0.092611663, 35, 23.489648298582395, 95.66666666666667, 'Low Risk'),
(154191, 93, 17, '03:46.1', 36.80455584938811, 97.08263708150935, 124, 79, 42, 'Male', 95.43022658682803, 1.950604228471388, 0.10350881125803774, 45, 25.081160788761082, 94, 'High Risk'),
(154192, 61, 19, '02:46.1', 36.91173049554904, 99.69422692285993, 134, 73, 46, 'Male', 68.27066990819579, 1.8037169913150255, 0.057560174479144105, 61, 20.984439401926153, 93.33333333333333, 'Low Risk'),
(154193, 97, 17, '01:46.1', 36.835788147389096, 96.16439582, 121, 89, 60, 'Female', 85.97562454008764, 1.845297427568123, 0.094167772, 32, 25.248907230622997, 99.66666666666667, 'High Risk'),
(154194, 91, 15, '00:46.1', 37.004422935368545, 97.67046862926814, 133, 73, 42, 'Female', 50.388080058358454, 1.7803690517565696, 0.12186387428135843, 60, 15.896727807945108, 93, 'High Risk'),
(154195, 86, 14, '59:46.1', 36.18799139285214, 98.78588572560811, 111, 70, 40, 'Female', 57.31157868730363, 1.5142994978465096, 0.075230152, 41, 24.993024498957897, 83.66666666666667, 'Low Risk'),
(154196, 88, 18, '58:46.1', 37.30024890631523, 97.64030274864596, 121, 75, 69, 'Female', 52.84970606, 1.6956696890853213, 0.11874702959024053, 46, 18.380616003916007, 90.33333333333333, 'High Risk'),
(154197, 67, 14, '57:46.1', 36.4181842, 97.02715677944084, 134, 86, 73, 'Male', 50.338562640105295, 1.8893885516613413, 0.091218271, 48, 14.101270759134287, 102, 'High Risk'),
(154198, 79, 14, '56:46.1', 36.65083046130601, 96.89750745, 138, 71, 60, 'Male', 54.498265456402365, 1.6916214470561324, 0.059181277847445535, 67, 19.044795544408544, 93.33333333333333, 'Low Risk'),
(154199, 97, 18, '55:46.1', 36.997441416085145, 98.93957314525899, 137, 89, 26, 'Female', 56.351566159955254, 1.9887391581618625, 0.13755592472572492, 48, 14.247883015904979, 105, 'High Risk'),
(154200, 96, 16, '54:46.1', 37.03568944369106, 97.10248757060498, 131, 74, 53, 'Female', 67.31130161043508, 1.5541941191704318, 0.070457832, 57, 27.866181792330124, 93, 'High Risk'),
(154201, 73, 18, '53:46.1', 37.08741814641016, 95.61685999849713, 110, 75, 21, 'Female', 75.48701517023201, 1.902131791036162, 0.0836778, 35, 20.86368633804899, 86.66666666666667, 'Low Risk'),
(154202, 88, 13, '52:46.1', 37.41899738202554, 99.23681847451053, 129, 83, 23, 'Female', 83.87690841965556, 1.7968151743252032, 0.13676345957324698, 46, 25.97978791598152, 98.33333333333333, 'Low Risk'),
(154203, 87, 13, '51:46.1', 36.76747689667102, 99.32552823170376, 130, 89, 52, 'Male', 94.95209634012724, 1.7097922629948097, 0.14575516448789438, 41, 32.48013775, 102.66666666666667, 'High Risk'),
(154204, 62, 16, '50:46.1', 37.01126467914668, 95.24136402485341, 113, 85, 61, 'Male', 57.63731195447208, 1.901954640866267, 0.061299642, 28, 15.933214673705363, 94.33333333333333, 'High Risk'),
(154205, 98, 18, '49:46.1', 36.50488422474415, 97.47022080796415, 125, 80, 46, 'Female', 68.85762988542429, 1.9975732856120867, 0.12236131404083803, 45, 17.256258075831393, 95, 'High Risk'),
(154206, 62, 16, '48:46.1', 36.45066325638136, 97.23561004610131, 131, 88, 75, 'Female', 72.88855918155372, 1.83457405, 0.088826718, 43, 21.656530092080537, 102.33333333333333, 'Low Risk'),
(154207, 75, 15, '47:46.1', 36.664910344529034, 97.09187535188879, 121, 78, 67, 'Female', 61.43728162583975, 1.522107976439373, 0.098592495, 43, 26.51801841364447, 92.33333333333333, 'Low Risk'),
(154208, 76, 14, '46:46.1', 36.60959234364378, 98.74789917447221, 136, 86, 25, 'Female', 88.18255344998842, 1.624978231019304, 0.065691895, 50, 33.39547119966231, 102.66666666666666, 'High Risk'),
(154209, 79, 15, '45:46.1', 37.1209407, 97.07774595161158, 125, 77, 25, 'Male', 69.61337684152645, 1.7263193938696948, 0.066352673, 48, 23.358793221905437, 93, 'Low Risk'),
(154210, 92, 19, '44:46.1', 36.47321331562973, 98.97935221807606, 119, 75, 64, 'Female', 76.36374912789466, 1.7792698348948959, 0.090813233, 44, 24.121461084077108, 89.66666666666667, 'High Risk'),
(154211, 92, 13, '43:46.1', 36.60649344225704, 98.39017271749069, 114, 83, 18, 'Female', 94.77008365986018, 1.5867753954913355, 0.1154342434768786, 31, 37.63919691914727, 93.33333333333333, 'High Risk'),
(154212, 68, 16, '42:46.1', 36.2590216, 96.79459360230013, 112, 81, 37, 'Male', 84.53186196, 1.7328466495363173, 0.075758242, 31, 28.151411377998528, 91.33333333333333, 'Low Risk'),
(154213, 72, 17, '41:46.1', 36.76026714163782, 99.89311833, 111, 82, 67, 'Male', 99.51683771425004, 1.7214500512329494, 0.10590362286422456, 29, 33.58208954897723, 91.66666666666667, 'High Risk'),
(154214, 83, 14, '40:46.1', 36.53898669, 99.26967635255951, 138, 77, 19, 'Female', 76.83573128, 1.5120362695039584, 0.063171919, 61, 33.60770151904985, 97.33333333333333, 'High Risk'),
(154215, 68, 15, '39:46.1', 36.041478348442745, 98.79056011, 139, 76, 42, 'Female', 71.96347474577489, 1.5881322399780922, 0.10567367338589705, 63, 28.53243263, 97, 'Low Risk'),
(154216, 98, 16, '38:46.1', 36.03314812544347, 95.74362569119569, 110, 72, 61, 'Female', 61.62732988597959, 1.743036456, 0.13395998586777808, 38, 20.28431800444576, 84.66666666666667, 'High Risk'),
(154217, 79, 19, '37:46.1', 36.42665301371096, 99.20768873918465, 110, 73, 39, 'Male', 50.044696939697744, 1.5560866393929362, 0.14759318636242286, 37, 20.667622282774204, 85.33333333333333, 'Low Risk'),
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(154395, 71, 17, '39:46.1', 37.25090647151916, 99.78662580337277, 119, 71, 28, 'Male', 52.871035099036966, 1.9427001879424948, 0.052037069, 48, 14.008971399579394, 87, 'High Risk'),
(154396, 74, 14, '38:46.1', 37.301148132140156, 96.91345250347653, 132, 89, 68, 'Female', 50.362800339615085, 1.781700550769851, 0.065180312, 43, 15.865013348078882, 103.33333333333333, 'High Risk'),
(154397, 87, 19, '37:46.1', 37.21778424, 96.17900022828402, 132, 72, 64, 'Male', 96.84305915003938, 1.8315834565724178, 0.079277378, 60, 28.86789223686875, 92, 'Low Risk'),
(154398, 66, 14, '36:46.1', 37.35572316999981, 99.38394217568695, 111, 82, 70, 'Female', 67.69846946, 1.8076261591443465, 0.10883773409371011, 29, 20.718657680717087, 91.66666666666667, 'Low Risk'),
(154399, 79, 12, '35:46.1', 36.45291445037719, 97.70110920367793, 120, 74, 32, 'Male', 51.75044156455668, 1.900275450803782, 0.080971312, 46, 14.33114678082767, 89.33333333333333, 'High Risk'),
(154400, 79, 12, '34:46.1', 37.20261928343246, 97.25635387, 124, 81, 70, 'Female', 71.05023859911162, 1.7281711940284317, 0.064394051, 43, 23.78986716230542, 95.33333333333333, 'Low Risk'),
(154401, 78, 14, '33:46.1', 37.088659672728724, 95.29150939505138, 124, 85, 54, 'Female', 57.868139039458946, 1.6082174363844766, 0.087125109, 39, 22.374327122474167, 98, 'Low Risk'),
(154402, 92, 14, '32:46.1', 36.28611698615083, 96.14980077474274, 135, 71, 46, 'Male', 58.26724007982219, 1.7420233678426535, 0.14317913001362187, 64, 19.200674915396487, 92.33333333333333, 'High Risk'),
(154403, 97, 16, '31:46.1', 36.17171486152952, 97.74472062362531, 137, 73, 38, 'Male', 57.60825704969975, 1.5929888507460457, 0.055396605, 64, 22.701746162482863, 94.33333333333333, 'High Risk'),
(154404, 87, 15, '30:46.1', 36.58146906446855, 97.62273253027445, 114, 89, 68, 'Male', 54.71563731696098, 1.739101409889662, 0.093322427, 25, 18.090961434333067, 97.33333333333333, 'High Risk'),
(154405, 62, 19, '29:46.1', 36.655345844961786, 99.23182887172894, 118, 84, 19, 'Female', 54.85097217896961, 1.6454111975029933, 0.10504828925445896, 34, 20.25981299962578, 95.33333333333333, 'Low Risk'),
(154406, 80, 12, '28:46.1', 36.94273296564015, 95.13186365216146, 123, 75, 68, 'Male', 72.79973738699438, 1.6592017412531823, 0.12252537932433151, 48, 26.44426028, 91, 'Low Risk'),
(154407, 93, 19, '27:46.1', 36.824959423487186, 97.75833851631832, 126, 87, 89, 'Male', 53.15352673, 1.693472793068303, 0.10798281561393175, 39, 18.53427650123718, 100, 'High Risk'),
(154408, 81, 13, '26:46.1', 36.978593978871444, 95.39072395052332, 131, 81, 56, 'Female', 53.88925017348611, 1.7166132719518563, 0.083936147, 50, 18.287620841820544, 97.66666666666666, 'High Risk'),
(154409, 96, 18, '25:46.1', 36.98642429662231, 99.54023353, 116, 84, 72, 'Male', 51.17990951991323, 1.9084150123234833, 0.132239021, 32, 14.05250878012598, 94.66666666666667, 'High Risk'),
(154410, 98, 18, '24:46.1', 37.358736979255376, 96.18645297494413, 124, 72, 67, 'Female', 61.73541358869879, 1.9210440472914836, 0.10249226077396995, 52, 16.728604603224156, 89.33333333333333, 'High Risk'),
(154411, 90, 15, '23:46.1', 36.226953093665095, 95.02848081373989, 119, 80, 47, 'Female', 80.80880774835369, 1.8428520043060561, 0.06825061, 39, 23.794565600184274, 93, 'Low Risk'),
(154412, 77, 14, '22:46.1', 37.08529130857347, 99.22867185723034, 137, 89, 88, 'Male', 91.17442745003592, 1.8958512372827556, 0.11372854846635662, 48, 25.366732670370727, 105, 'Low Risk'),
(154413, 64, 15, '21:46.1', 36.550266484453765, 95.08378910226067, 135, 72, 45, 'Female', 78.20370346397466, 1.5329655564920008, 0.1008105656875212, 63, 33.278406796747454, 93, 'High Risk'),
(154414, 68, 19, '20:46.1', 36.51748932779147, 97.74352525473262, 116, 85, 36, 'Female', 97.37551336793473, 1.8300380687343505, 0.13630525058373652, 31, 29.075655340307662, 95.33333333333333, 'Low Risk'),
(154415, 83, 13, '19:46.1', 36.97916131545877, 95.56877318432328, 120, 72, 54, 'Female', 99.7442592, 1.6259508743147482, 0.056890664, 48, 37.728806697985306, 88, 'High Risk'),
(154416, 86, 14, '18:46.1', 36.980104136928766, 97.56622724066935, 137, 81, 53, 'Female', 86.06214216375463, 1.6393230420260432, 0.069788971, 56, 32.02455216869487, 99.66666666666666, 'High Risk'),
(154417, 99, 15, '17:46.1', 36.610067190303475, 96.73072925576902, 119, 77, 39, 'Female', 89.98662789223076, 1.8577164119801177, 0.08783951, 42, 26.074689280091324, 91, 'High Risk'),
(154418, 76, 17, '16:46.1', 36.328679741836076, 95.67464510946517, 135, 78, 73, 'Male', 65.10990477133996, 1.9638168987403963, 0.065680785, 57, 16.882823278013856, 97, 'High Risk'),
(154419, 91, 14, '15:46.1', 37.32400394208061, 95.50744013119854, 111, 82, 70, 'Male', 77.03328533243783, 1.6146820783957265, 0.077131644, 29, 29.546386197317386, 91.66666666666667, 'High Risk'),
(154420, 61, 14, '14:46.1', 37.38414899200996, 98.94937752328374, 134, 85, 63, 'Male', 94.72812504220803, 1.843955177824652, 0.078703722, 49, 27.859814538948207, 101.33333333333333, 'Low Risk'),
(154421, 90, 17, '13:46.1', 36.65561015397698, 96.67399847134976, 118, 70, 19, 'Male', 53.113759924968626, 1.90656234, 0.09746447, 48, 14.611843958746178, 86, 'High Risk'),
(154422, 65, 18, '12:46.1', 37.13406702878278, 99.49151883511387, 114, 84, 54, 'Female', 62.61786883792901, 1.6843145453953055, 0.13239958238788185, 30, 22.072518235579196, 94, 'Low Risk'),
(154423, 97, 18, '11:46.1', 36.502857070633546, 98.62371255951699, 132, 76, 23, 'Female', 81.37891077723646, 1.9654068312549562, 0.10421322624699225, 56, 21.06720641, 94.66666666666666, 'High Risk'),
(154424, 98, 14, '10:46.1', 36.220867010629355, 97.34123776661758, 126, 72, 63, 'Male', 67.85415608320463, 1.500425767973546, 0.072447154, 54, 30.140289915086388, 90, 'High Risk'),
(154425, 64, 14, '09:46.1', 36.72260909279048, 95.94183686812916, 134, 72, 27, 'Female', 55.040292446415656, 1.661054863834109, 0.075770137, 62, 19.948616360632663, 92.66666666666666, 'Low Risk'),
(154426, 75, 18, '08:46.1', 37.033400786319156, 95.86360033948385, 127, 82, 32, 'Male', 58.36278765266117, 1.922530489643003, 0.070311237, 45, 15.790269971095828, 97, 'High Risk'),
(154427, 95, 16, '07:46.1', 36.98859395704402, 97.20055738649454, 126, 76, 29, 'Male', 65.28136060019385, 1.7892872422921025, 0.11600603227905558, 50, 20.390555932732056, 92.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(154429, 88, 13, '05:46.1', 36.89505479679669, 96.30587370253566, 123, 71, 30, 'Female', 50.855644089300576, 1.9075416308673838, 0.11933389854809136, 52, 13.97626444009882, 88.33333333333333, 'High Risk'),
(154430, 72, 19, '04:46.1', 36.11288704072978, 98.07112858172727, 134, 70, 89, 'Female', 54.543731884227206, 1.750320649045225, 0.13083054401227395, 64, 17.803673304739526, 91.33333333333333, 'High Risk'),
(154431, 75, 17, '03:46.1', 36.906620674530956, 95.82994875977695, 135, 72, 28, 'Male', 66.49989407434398, 1.5926642747462392, 0.065237029, 63, 26.216365102172585, 93, 'Low Risk'),
(154432, 99, 16, '02:46.1', 36.220020900977445, 98.46212291110008, 130, 72, 55, 'Male', 99.49060285324764, 1.752265987146242, 0.05618406, 58, 32.40275972090257, 91.33333333333333, 'High Risk'),
(154433, 85, 12, '01:46.1', 36.34388182847851, 98.07742648, 133, 82, 80, 'Female', 52.047311017324624, 1.6777973194076092, 0.072252519, 51, 18.489250417743072, 99, 'High Risk'),
(154434, 65, 17, '00:46.1', 36.59524722571891, 99.04004711743117, 135, 75, 57, 'Male', 59.552644518085486, 1.9041629369769741, 0.051564305600441424, 60, 16.42452567102404, 95, 'High Risk'),
(154435, 68, 16, '59:46.1', 36.27299744688551, 99.22179487571917, 124, 86, 83, 'Female', 71.71181714587138, 1.609874658855135, 0.071849586, 38, 27.669836894972672, 98.66666666666667, 'Low Risk'),
(154436, 79, 12, '58:46.1', 36.95521536787318, 95.69440569331533, 112, 84, 29, 'Male', 75.8710108, 1.6737957459313575, 0.069253326, 28, 27.08138994280572, 93.33333333333333, 'Low Risk'),
(154437, 76, 13, '57:46.1', 36.530507646987665, 99.62051343892084, 113, 83, 76, 'Female', 92.48128742, 1.7280605280020038, 0.085969367, 30, 30.969626405798206, 93, 'High Risk'),
(154438, 96, 17, '56:46.1', 37.03083720095806, 95.82544289882803, 137, 82, 20, 'Female', 87.89653743596247, 1.642834149187315, 0.1490418085163996, 55, 32.567492610602415, 100.33333333333333, 'High Risk'),
(154439, 70, 13, '55:46.1', 36.16698501628861, 99.03409006847956, 120, 70, 37, 'Male', 65.79431311426625, 1.5968249057092165, 0.065871092, 50, 25.80321148461619, 86.66666666666666, 'Low Risk'),
(154440, 92, 19, '54:46.1', 37.38004024673578, 99.80337379407457, 125, 89, 18, 'Male', 58.45697745416036, 1.741167578655497, 0.1424462096898405, 36, 19.282139148798397, 101, 'High Risk'),
(154441, 85, 13, '53:46.1', 37.40102660040864, 96.64416501037354, 133, 70, 23, 'Female', 79.60713238286282, 1.6511669671333657, 0.060187583336256824, 63, 29.19913571882068, 91, 'Low Risk'),
(154442, 60, 16, '52:46.1', 37.187998105193586, 99.06297386469463, 125, 81, 78, 'Male', 64.31149600887895, 1.6624611954708843, 0.085149942, 44, 23.26942106385588, 95.66666666666667, 'Low Risk'),
(154443, 75, 15, '51:46.1', 36.04728594955576, 95.65945161526137, 118, 83, 74, 'Male', 97.83689481, 1.6876995212925854, 0.053689204, 35, 34.34886617844997, 94.66666666666667, 'High Risk'),
(154444, 64, 16, '50:46.1', 37.23663105134663, 98.51550583986668, 119, 70, 21, 'Female', 74.19733587303067, 1.6124647398924354, 0.12216734803764197, 49, 28.536969994087137, 86.33333333333333, 'Low Risk'),
(154445, 64, 15, '49:46.1', 36.66215091872551, 97.06305226, 115, 72, 35, 'Female', 75.95566003771509, 1.562582529696116, 0.14139500591171078, 43, 31.108152061350573, 86.33333333333333, 'High Risk'),
(154446, 63, 18, '48:46.1', 36.658797750379726, 97.07522924176008, 128, 72, 84, 'Male', 87.89471869487866, 1.632688053873208, 0.066538603, 56, 32.97283963, 90.66666666666666, 'High Risk'),
(154447, 73, 19, '47:46.1', 36.58864372776342, 98.84005375986067, 138, 84, 34, 'Female', 54.58387200676884, 1.9950493826717492, 0.10594365835979899, 54, 13.713775630563362, 102, 'High Risk'),
(154448, 93, 18, '46:46.1', 36.71203370450581, 97.75204725095364, 136, 84, 49, 'Male', 98.67614002686204, 1.9870698131798685, 0.076222016, 52, 24.991130426886794, 101.33333333333333, 'High Risk'),
(154449, 97, 14, '45:46.1', 36.79272399153904, 95.31622065001825, 138, 74, 38, 'Male', 77.31456317947946, 1.9040853448548982, 0.067981306, 64, 21.324972788614087, 95.33333333333333, 'High Risk'),
(154450, 72, 16, '44:46.1', 36.712032230418075, 97.98817235, 126, 75, 85, 'Male', 98.93639932261792, 1.9734204721333088, 0.11412764981385366, 51, 25.404862119815263, 92, 'Low Risk'),
(154451, 76, 12, '43:46.1', 36.10906891, 98.84225641930784, 111, 72, 28, 'Female', 86.68877858385915, 1.8468144343060537, 0.050163238646969824, 39, 25.41653616659908, 85, 'Low Risk'),
(154452, 93, 18, '42:46.1', 37.077813428284124, 96.37707147017753, 131, 89, 67, 'Female', 65.77597317998888, 1.609216187024506, 0.064490474, 42, 25.40027960971526, 103, 'High Risk'),
(154453, 95, 19, '41:46.1', 36.49706030741927, 96.32961318399411, 127, 88, 84, 'Male', 96.22101958, 1.7796592800808277, 0.050863055136988425, 39, 30.380591649573674, 101, 'High Risk'),
(154454, 80, 13, '40:46.1', 36.84960832837766, 96.10905915760897, 116, 78, 88, 'Female', 87.37476018846812, 1.9831880076927793, 0.10523874247806103, 38, 22.215608921340785, 90.66666666666667, 'Low Risk'),
(154455, 63, 13, '39:46.1', 36.74982994, 98.12046407280981, 127, 89, 69, 'Male', 64.45839176050306, 1.6782194808930997, 0.14526464206514836, 38, 22.886635314457898, 101.66666666666667, 'Low Risk'),
(154456, 98, 14, '38:46.1', 37.149034570389375, 95.73768344409332, 133, 88, 49, 'Female', 60.53064378073929, 1.7001159009033358, 0.13474905987366598, 45, 20.942003816291024, 103, 'High Risk'),
(154457, 90, 12, '37:46.1', 37.3966225, 98.63988483308043, 122, 81, 40, 'Female', 83.68459510409215, 1.5657863863327108, 0.092801095, 41, 34.13347415221827, 94.66666666666667, 'High Risk'),
(154458, 71, 19, '36:46.1', 37.15072553221523, 95.73284830566476, 130, 82, 58, 'Male', 91.61295167324107, 1.564436242971111, 0.085011789, 48, 37.43183679728045, 98, 'High Risk'),
(154459, 84, 13, '35:46.1', 36.51322925973995, 99.93399268770298, 136, 72, 28, 'Female', 96.83106102652917, 1.815270123715436, 0.1321422617194889, 64, 29.385438158537664, 93.33333333333333, 'Low Risk'),
(154460, 62, 14, '34:46.1', 36.229843565807094, 96.00815686569926, 131, 79, 29, 'Male', 94.99210895331152, 1.7329567439854596, 0.13014411188772124, 52, 31.63093900507564, 96.33333333333333, 'High Risk'),
(154461, 94, 13, '33:46.1', 36.90213269503079, 97.62653241264931, 137, 83, 86, 'Female', 53.24179307278411, 1.9737027710498138, 0.11768338710491963, 54, 13.667502797699985, 101, 'High Risk'),
(154462, 85, 13, '32:46.1', 36.91073563146095, 98.33760639984565, 118, 79, 82, 'Female', 72.86742502887095, 1.5138145849386568, 0.05163957, 39, 31.797139520429077, 92, 'High Risk'),
(154463, 82, 15, '31:46.1', 36.77342526746629, 98.06813930617255, 134, 89, 26, 'Male', 58.780715048680015, 1.5572910489992646, 0.10326161259313982, 45, 24.23791678461333, 104, 'Low Risk'),
(154464, 73, 15, '30:46.1', 37.470931111189685, 99.95078510147553, 113, 72, 56, 'Male', 93.39870689, 1.9747440183328495, 0.080316973, 41, 23.950757272785637, 85.66666666666667, 'Low Risk'),
(154465, 69, 17, '29:46.1', 37.054473648056124, 97.24560387080106, 121, 77, 35, 'Male', 87.82105487691913, 1.5658890851983325, 0.082474926, 44, 35.815964880692796, 91.66666666666667, 'High Risk'),
(154466, 89, 17, '28:46.1', 36.656995318865945, 96.44911128, 113, 80, 18, 'Female', 56.33666445362158, 1.642250750998719, 0.091290931, 33, 20.888737468969563, 91, 'Low Risk'),
(154467, 61, 13, '27:46.1', 37.09990597900693, 99.50872324131976, 130, 89, 73, 'Female', 69.05798624504484, 1.941642543110561, 0.057340050241790556, 41, 18.317885988074163, 102.66666666666667, 'High Risk'),
(154468, 84, 16, '26:46.1', 36.44797489420962, 99.48506682092655, 127, 88, 63, 'Female', 64.73541659080183, 1.6309949279239633, 0.11049141830597456, 39, 24.33530121690407, 101, 'Low Risk'),
(154469, 96, 15, '25:46.1', 36.429984121289436, 95.8126617, 120, 87, 36, 'Male', 94.41752428882609, 1.5116841986432783, 0.08805259, 33, 41.31715997160903, 98, 'High Risk'),
(154470, 68, 17, '24:46.1', 37.23649715438646, 97.33619438117127, 119, 74, 27, 'Male', 56.562521072431295, 1.7853189390921962, 0.1355061477965405, 45, 17.745863397703115, 89, 'High Risk'),
(154471, 97, 13, '23:46.1', 36.41959074905946, 95.35100442133555, 117, 76, 76, 'Female', 99.75866750826394, 1.6457359555968276, 0.12283525247010559, 41, 36.83242594947211, 89.66666666666667, 'High Risk'),
(154472, 65, 15, '22:46.1', 36.12289931489812, 96.95543800298915, 128, 74, 20, 'Male', 77.89430872550638, 1.916089668173834, 0.099817074, 54, 21.216516005450586, 92, 'Low Risk'),
(154473, 64, 19, '21:46.1', 36.24252060992302, 98.84690390305087, 126, 79, 45, 'Male', 55.72226346542346, 1.773806703520852, 0.060049454, 47, 17.70990231454714, 94.66666666666667, 'High Risk'),
(154474, 65, 16, '20:46.1', 36.79511397427374, 95.23525272548656, 118, 72, 25, 'Female', 67.22649604565284, 1.5261827872807983, 0.051534340331675636, 46, 28.862063204603857, 87.33333333333333, 'Low Risk'),
(154475, 76, 15, '19:46.1', 36.64017474, 95.50201759810035, 124, 70, 37, 'Female', 89.29587062253606, 1.6537087967486237, 0.10342143294407594, 54, 32.652264266986705, 88, 'High Risk'),
(154476, 84, 17, '18:46.1', 37.101751859704876, 98.98730742, 112, 75, 25, 'Female', 66.06713565656437, 1.6000611735507713, 0.14516915660294882, 37, 25.805501560423167, 87.33333333333333, 'Low Risk'),
(154477, 85, 19, '17:46.1', 36.97670018953259, 98.69607071995941, 121, 71, 61, 'Female', 93.95705254003539, 1.5077640841518274, 0.058873132051727076, 50, 41.32973269970978, 87.66666666666666, 'High Risk'),
(154478, 80, 15, '16:46.1', 36.63728357545982, 98.68821912500799, 121, 77, 80, 'Male', 91.67163646112994, 1.725692023202982, 0.050706257, 44, 30.78281986172507, 91.66666666666667, 'High Risk'),
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(154653, 83, 15, '21:46.1', 36.56913778131198, 99.27274268710774, 131, 77, 46, 'Male', 59.951751219033355, 1.915331825740654, 0.13848930440769053, 54, 16.342324259039767, 95, 'High Risk'),
(154654, 67, 15, '20:46.1', 37.233548827409926, 96.95599674749893, 134, 72, 70, 'Male', 95.97208261840608, 1.7334442557884697, 0.052293355, 62, 31.93928273590266, 92.66666666666666, 'High Risk'),
(154655, 91, 15, '19:46.1', 36.903866633711736, 97.69225075416757, 130, 72, 28, 'Male', 67.35090261942395, 1.6957378692806488, 0.14067427550662864, 58, 23.42210817789284, 91.33333333333333, 'High Risk'),
(154656, 94, 18, '18:46.1', 37.136633776692065, 99.40858038892816, 131, 80, 85, 'Male', 91.86975018173393, 1.7862186273528564, 0.076025403, 51, 28.794086656493977, 97, 'High Risk'),
(154657, 63, 15, '17:46.1', 36.82860699, 97.57730999711437, 139, 72, 25, 'Male', 84.22860540968475, 1.9621164801622886, 0.11275263039504232, 67, 21.87812196254067, 94.33333333333333, 'Low Risk'),
(154658, 72, 12, '16:46.1', 37.01343931816136, 99.92721318793424, 128, 84, 73, 'Male', 65.15557601698683, 1.7852271461427014, 0.095990398, 44, 20.443941256632236, 98.66666666666667, 'Low Risk'),
(154659, 72, 13, '15:46.1', 36.32040966, 96.61834809719285, 132, 81, 74, 'Female', 87.60918790979792, 1.6995692187002416, 0.053570317, 51, 30.329967218882295, 98, 'High Risk'),
(154660, 92, 19, '14:46.1', 36.60258041, 95.47493484404184, 133, 84, 71, 'Male', 54.38912906780347, 1.5042607813154525, 0.08741671, 49, 24.03620164967167, 100.33333333333333, 'High Risk'),
(154661, 84, 17, '13:46.1', 37.42128900515458, 95.69652715, 124, 89, 47, 'Male', 53.51843996466636, 1.5430727774721675, 0.089744428, 35, 22.476600488802056, 100.66666666666667, 'Low Risk'),
(154662, 97, 15, '12:46.1', 37.03094937512663, 97.84484112653556, 135, 84, 55, 'Male', 52.850041619650824, 1.6455285306891518, 0.091910487, 51, 19.517963450085215, 101, 'High Risk'),
(154663, 98, 12, '11:46.1', 37.420683692071044, 96.47556925160276, 122, 78, 45, 'Male', 91.31615813594341, 1.659344189356939, 0.099645616, 44, 33.16459313889245, 92.66666666666667, 'High Risk'),
(154664, 65, 12, '10:46.1', 37.09484556733456, 97.54718323520244, 129, 73, 32, 'Female', 88.23672150581109, 1.9311696670421663, 0.13193273471089548, 56, 23.65966006806548, 91.66666666666666, 'Low Risk'),
(154665, 78, 14, '09:46.1', 36.94853709720608, 97.54282799925336, 122, 87, 25, 'Female', 85.25429119422914, 1.9870391745173999, 0.1088865270853458, 35, 21.592522925747446, 98.66666666666667, 'Low Risk'),
(154666, 97, 19, '08:46.1', 36.306620707532815, 98.53841483143643, 110, 79, 39, 'Male', 85.20883155280478, 1.5356688160284313, 0.0558731, 31, 36.13179014861839, 89.33333333333333, 'High Risk'),
(154667, 65, 12, '07:46.1', 36.040806515790514, 98.31601791462037, 135, 87, 64, 'Female', 98.18066760938456, 1.6103444839513013, 0.083048477, 48, 37.86067921768375, 103, 'High Risk'),
(154668, 75, 18, '06:46.1', 36.48038572186199, 96.31880967632746, 126, 73, 50, 'Male', 61.778361919104206, 1.777607280683998, 0.097801623, 53, 19.55080967190304, 90.66666666666666, 'Low Risk'),
(154669, 66, 14, '05:46.1', 36.82194056671461, 97.52806571474113, 139, 84, 79, 'Male', 69.78736502855828, 1.8876157497485726, 0.073987886, 55, 19.586174356123784, 102.33333333333333, 'Low Risk'),
(154670, 74, 18, '04:46.1', 36.29306811715979, 96.0455162, 114, 74, 38, 'Female', 83.48126278810156, 1.9480814767145067, 0.054995306, 40, 21.99757342870283, 87.33333333333333, 'Low Risk'),
(154671, 91, 16, '03:46.1', 36.00617356256764, 99.23812365896836, 117, 77, 81, 'Female', 69.41685596, 1.9639055901430973, 0.052183311, 40, 17.997978430029793, 90.33333333333333, 'High Risk'),
(154672, 68, 12, '02:46.1', 36.31778063690064, 96.09059217, 116, 78, 78, 'Male', 69.51202581326356, 1.5469248818064993, 0.068879405, 38, 29.04835179, 90.66666666666667, 'Low Risk'),
(154673, 63, 19, '01:46.1', 37.05255751992704, 97.84398209, 125, 70, 82, 'Female', 81.47614661444256, 1.9374339612249467, 0.11094202385506183, 55, 21.705843359992105, 88.33333333333333, 'Low Risk'),
(154674, 60, 13, '00:46.1', 37.02333947, 98.97421440398365, 129, 78, 65, 'Female', 70.98622949, 1.7925685314976811, 0.083390794, 51, 22.091366081406672, 95, 'Low Risk'),
(154675, 71, 16, '59:46.1', 37.43416352072838, 99.05768330487955, 117, 86, 19, 'Female', 52.04226677732976, 1.5971662122680443, 0.13173444266787787, 31, 20.40121235, 96.33333333333333, 'Low Risk'),
(154676, 82, 13, '58:46.1', 36.84573328283893, 98.37966612198224, 122, 77, 71, 'Female', 96.09542329173462, 1.766766953593768, 0.079054501, 45, 30.785355233716867, 92, 'High Risk'),
(154677, 82, 16, '57:46.1', 36.78859644888096, 97.81162690277392, 129, 73, 88, 'Male', 76.86514685062298, 1.5832200872530782, 0.12215212692417693, 56, 30.665276042195728, 91.66666666666666, 'High Risk'),
(154678, 88, 14, '56:46.1', 36.538864941321734, 98.57103454917402, 135, 80, 18, 'Female', 63.495084339166084, 1.708924393597571, 0.074661966, 55, 21.741745426864615, 98.33333333333333, 'Low Risk'),
(154679, 78, 14, '55:46.1', 36.06978355264736, 99.02631988523645, 137, 81, 31, 'Female', 75.64892058893612, 1.8002561404099284, 0.1314154272916273, 56, 23.341788724177153, 99.66666666666666, 'Low Risk'),
(154680, 86, 15, '54:46.1', 37.33333588, 95.38990263190371, 135, 72, 34, 'Female', 66.90500476681503, 1.696125729, 0.110399231, 63, 23.25640178495267, 93, 'Low Risk'),
(154681, 84, 16, '53:46.1', 36.50599301682999, 99.17243646984521, 133, 74, 64, 'Female', 97.41011719, 1.6858488319798137, 0.14290102386873166, 59, 34.27415899796804, 93.66666666666666, 'High Risk'),
(154682, 65, 12, '52:46.1', 36.61976308138068, 98.60363171891062, 133, 73, 83, 'Male', 72.60846099616327, 1.8400665340895328, 0.14054022467876498, 60, 21.444710025273814, 93, 'Low Risk'),
(154683, 71, 17, '51:46.1', 36.37597899519227, 99.33609631623024, 126, 89, 41, 'Female', 74.22651861217486, 1.9260684310546827, 0.11048082765380376, 37, 20.008552241795208, 101.33333333333333, 'Low Risk'),
(154684, 67, 18, '50:46.1', 36.85452741, 97.54168298392499, 131, 71, 71, 'Female', 60.449224667647584, 1.6076705319305278, 0.07513358, 60, 23.38819102, 91, 'Low Risk'),
(154685, 92, 18, '49:46.1', 36.265661478771726, 96.62354074, 114, 82, 72, 'Male', 63.87332466024292, 1.7659031533023324, 0.09686832, 32, 20.482631795853823, 92.66666666666667, 'High Risk'),
(154686, 71, 19, '48:46.1', 36.123482878272895, 95.1997737, 118, 70, 62, 'Male', 65.03153677011592, 1.6718851642148165, 0.076762962, 48, 23.265432425623498, 86, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(154688, 86, 17, '46:46.1', 36.406168161118046, 97.67950587984645, 114, 79, 63, 'Female', 72.60617820383855, 1.8136519945273044, 0.079367896, 35, 22.073218462063352, 90.66666666666667, 'Low Risk'),
(154689, 91, 17, '45:46.1', 36.41970086799244, 97.96095581350343, 116, 89, 49, 'Male', 54.03985369473794, 1.7134211609805532, 0.053352112, 27, 18.407122907093182, 98, 'High Risk'),
(154690, 78, 13, '44:46.1', 37.27470312892221, 97.00037454121217, 123, 86, 82, 'Female', 67.77757919108578, 1.5374940011866962, 0.080622311, 37, 28.672079565462862, 98.33333333333333, 'Low Risk'),
(154691, 80, 14, '43:46.1', 36.57925437408402, 98.67561355185815, 117, 85, 73, 'Female', 74.91922746751155, 1.629062159705724, 0.11497580755127855, 32, 28.230461554224085, 95.66666666666667, 'Low Risk'),
(154692, 95, 15, '42:46.1', 37.41561940503147, 99.63983765921476, 127, 87, 76, 'Male', 56.67530100741981, 1.9132675250163511, 0.1053259120497607, 40, 15.482548006690141, 100.33333333333333, 'High Risk'),
(154693, 98, 19, '41:46.1', 36.75626828893852, 97.05479194582128, 120, 87, 76, 'Female', 82.94773597334233, 1.9524589958778058, 0.11760641081452981, 33, 21.759088210776923, 98, 'High Risk'),
(154694, 80, 13, '40:46.1', 37.45946865875055, 98.05611871292624, 115, 89, 57, 'Male', 99.44917543223596, 1.7385322152265696, 0.10161003813873895, 26, 32.90301544559556, 97.66666666666667, 'High Risk'),
(154695, 98, 16, '39:46.1', 36.02079190661631, 97.70496815805103, 127, 72, 88, 'Male', 91.04191312895023, 1.9528467410102326, 0.11298402063270721, 55, 23.872893066158184, 90.33333333333333, 'High Risk'),
(154696, 75, 17, '38:46.1', 36.21570147053702, 97.02569199270354, 118, 73, 22, 'Male', 75.77918812624064, 1.7515778003779396, 0.11328345329438656, 45, 24.69966616764313, 88, 'Low Risk'),
(154697, 63, 15, '37:46.1', 36.27077540147423, 95.60871891957952, 137, 75, 44, 'Male', 50.924986252500915, 1.931402413527139, 0.10679304730747277, 62, 13.65165740410018, 95.66666666666666, 'High Risk'),
(154698, 71, 13, '36:46.1', 36.57872011302041, 98.01643244941707, 123, 76, 47, 'Male', 70.21563934455537, 1.9673203520004328, 0.12482794838676528, 47, 18.14193827980268, 91.66666666666667, 'High Risk'),
(154699, 61, 18, '35:46.1', 37.38201195382518, 98.52000573403487, 127, 70, 19, 'Male', 57.24485467549266, 1.7594698499321695, 0.075050595, 57, 18.49152797030082, 89, 'High Risk'),
(154700, 60, 18, '34:46.1', 37.05420582627897, 97.15664092792045, 129, 78, 66, 'Male', 70.40341100236013, 1.7641121905253272, 0.094693155, 51, 22.622536562936457, 95, 'Low Risk'),
(154701, 96, 17, '33:46.1', 37.34304575731398, 99.67026861271655, 116, 87, 68, 'Female', 87.42505029082636, 1.5183172227584019, 0.1134813352085088, 29, 37.923713240953056, 96.66666666666667, 'High Risk'),
(154702, 64, 17, '32:46.1', 37.02943105944497, 97.17072520548724, 122, 79, 83, 'Female', 98.50572992005596, 1.8821903267675577, 0.083375524, 43, 27.80573754879976, 93.33333333333333, 'Low Risk'),
(154703, 98, 17, '31:46.1', 36.07596886263701, 99.46799333019064, 135, 78, 72, 'Male', 97.47485584663707, 1.8732822539914995, 0.11592403431426027, 57, 27.777052755016747, 97, 'High Risk'),
(154704, 90, 12, '30:46.1', 37.193984830290304, 95.72062015670633, 117, 74, 44, 'Female', 76.21425513418738, 1.571033467854664, 0.11927394746280502, 43, 30.879149889217366, 88.33333333333333, 'High Risk'),
(154705, 70, 14, '29:46.1', 37.185217609433415, 96.03923953, 120, 87, 34, 'Female', 52.59284543578231, 1.891447338448684, 0.14451372321987743, 33, 14.700704900815854, 98, 'High Risk'),
(154706, 90, 16, '28:46.1', 37.01900558516409, 98.92015543650368, 113, 71, 52, 'Male', 96.39617491041346, 1.8635935682398692, 0.11661965971293276, 42, 27.75603300306117, 85, 'Low Risk'),
(154707, 95, 14, '27:46.1', 36.97016784108177, 97.22037889809485, 114, 89, 29, 'Female', 52.84774180777586, 1.9941767948788154, 0.13312155407416343, 25, 13.28920858108134, 97.33333333333333, 'High Risk'),
(154708, 66, 18, '26:46.1', 36.42414702889913, 97.26031646722929, 131, 75, 34, 'Male', 88.25371026641754, 1.9907755724745326, 0.10501228463467488, 56, 22.268366798059205, 93.66666666666666, 'Low Risk'),
(154709, 96, 13, '25:46.1', 37.44825011410922, 96.78624473022137, 110, 76, 18, 'Male', 70.23336689474746, 1.5976186120028337, 0.10464621036332648, 34, 27.516758083875153, 87.33333333333333, 'High Risk'),
(154710, 70, 12, '24:46.1', 36.64369885871174, 98.69894549737586, 135, 74, 25, 'Female', 78.61970602591688, 1.829903223544889, 0.1299914275331901, 61, 23.478760794876266, 94.33333333333333, 'Low Risk'),
(154711, 88, 15, '23:46.1', 37.11533411602708, 99.55813066751823, 120, 72, 78, 'Male', 87.41616188132605, 1.5820581047536204, 0.10447347179842263, 48, 34.92584115412334, 88, 'High Risk'),
(154712, 63, 12, '22:46.1', 36.401918857874215, 95.78781905536742, 135, 80, 30, 'Female', 52.538949239532116, 1.7533135554964943, 0.072002782, 55, 17.09079251443163, 98.33333333333333, 'High Risk'),
(154713, 60, 18, '21:46.1', 37.016369470203834, 96.45460422624069, 111, 79, 73, 'Female', 99.07082561768141, 1.8741071002938472, 0.14397254779292262, 32, 28.20700465129337, 89.66666666666667, 'Low Risk'),
(154714, 91, 15, '20:46.1', 36.26031949965162, 99.57788101178434, 127, 84, 25, 'Female', 50.00530128408732, 1.5513205532730479, 0.071194934, 43, 20.77844080396964, 98.33333333333333, 'High Risk'),
(154715, 83, 14, '19:46.1', 36.46659537397415, 96.57680705726196, 126, 78, 69, 'Female', 90.64930506151663, 1.6599025669616811, 0.14023284583650736, 48, 32.90025665848483, 94, 'High Risk'),
(154716, 67, 15, '18:46.1', 37.03112359945471, 97.10319085147248, 125, 74, 39, 'Male', 82.97702373, 1.9769956350632527, 0.086555702, 51, 21.22982588461158, 91, 'Low Risk'),
(154717, 84, 15, '17:46.1', 37.37172119200654, 95.07418402795626, 131, 83, 78, 'Male', 59.23891625, 1.8149460127562282, 0.083534603, 48, 17.98372622859172, 99, 'High Risk'),
(154718, 76, 17, '16:46.1', 36.194010676252354, 99.14574389868758, 119, 87, 68, 'Female', 95.99475359517149, 1.511915296660637, 0.12849757888643865, 32, 41.99451560829638, 97.66666666666667, 'High Risk'),
(154719, 75, 19, '15:46.1', 36.42051042029781, 95.02568131560578, 110, 75, 87, 'Female', 67.08584193708697, 1.617323099686691, 0.069295914, 35, 25.64704274666372, 86.66666666666667, 'Low Risk'),
(154720, 72, 18, '14:46.1', 37.194093950872855, 98.77312539827584, 110, 77, 56, 'Male', 62.801015504417805, 1.773194814282969, 0.056815153, 33, 19.97348102627163, 88, 'Low Risk'),
(154721, 60, 17, '13:46.1', 36.10901025805572, 98.64688478002547, 138, 76, 30, 'Male', 70.01674703677634, 1.8004676612334642, 0.067743017, 62, 21.59888236329199, 96.66666666666666, 'Low Risk'),
(154722, 76, 13, '12:46.1', 37.17883668986693, 95.04170948830674, 125, 86, 59, 'Male', 66.20248099833927, 1.5129428685200557, 0.052376893, 39, 28.922059029020797, 99, 'Low Risk'),
(154723, 80, 13, '11:46.1', 36.302541921859316, 99.98514190053787, 139, 84, 77, 'Male', 78.83261558105802, 1.844273698378664, 0.058372705636151136, 55, 23.176891665766668, 102.33333333333333, 'Low Risk'),
(154724, 91, 12, '10:46.1', 37.46264574, 99.10048176582382, 131, 89, 43, 'Female', 81.20682361270026, 1.8607528870747867, 0.094171759, 42, 23.453902773840408, 103, 'High Risk'),
(154725, 93, 14, '09:46.1', 36.56210222955013, 97.96133259700804, 113, 82, 45, 'Male', 81.20734144928872, 1.7275652050266472, 0.1302795536588659, 31, 27.20986557, 92.33333333333333, 'High Risk'),
(154726, 93, 16, '08:46.1', 37.28536643289328, 98.78850030293643, 110, 77, 52, 'Male', 82.25924505, 1.7486531074939466, 0.13767090885367997, 33, 26.90155543210219, 88, 'High Risk'),
(154727, 62, 15, '07:46.1', 37.30951417, 99.55231405, 138, 87, 61, 'Male', 58.57960096433493, 1.5524870453752846, 0.11288018676195644, 51, 24.304709756719244, 104, 'Low Risk'),
(154728, 61, 17, '06:46.1', 36.801385671499375, 99.39675856940103, 128, 73, 25, 'Male', 97.35003843003642, 1.940075906572615, 0.1106102607534023, 55, 25.86417813473351, 91.33333333333333, 'Low Risk'),
(154729, 97, 13, '05:46.1', 36.084644111670094, 96.04396100846448, 133, 72, 75, 'Female', 60.76456931739482, 1.665625458146326, 0.11105776710732981, 61, 21.90260261783828, 92.33333333333333, 'High Risk'),
(154730, 61, 12, '04:46.1', 36.56786948488101, 99.11951322, 110, 73, 40, 'Male', 59.58153262882267, 1.7358717527214473, 0.096286832, 37, 19.773174465835588, 85.33333333333333, 'Low Risk'),
(154731, 77, 17, '03:46.1', 36.98772459242541, 98.89579895078651, 118, 74, 42, 'Male', 61.82318989143917, 1.8670183965037161, 0.099238196, 44, 17.735940170959214, 88.66666666666667, 'High Risk'),
(154732, 96, 12, '02:46.1', 36.731488023626156, 98.77407742498725, 128, 75, 67, 'Female', 58.738830362410454, 1.851439182451335, 0.078645337, 53, 17.135879251999565, 92.66666666666666, 'High Risk'),
(154733, 94, 12, '01:46.1', 37.21391314004167, 96.33392053053939, 121, 76, 65, 'Female', 82.85159636189945, 1.6516542789389628, 0.12051006793516647, 45, 30.371244431122886, 91, 'High Risk'),
(154734, 99, 18, '00:46.1', 37.06146330459844, 99.59901359428828, 127, 79, 73, 'Male', 99.78930091414566, 1.5346158800582992, 0.10946559698825176, 48, 42.372550336559385, 95, 'High Risk'),
(154735, 67, 17, '59:46.1', 37.41255791000797, 96.96728006, 122, 79, 45, 'Male', 52.47504102959995, 1.8988400326034922, 0.07090094, 43, 14.55378746236625, 93.33333333333333, 'High Risk'),
(154736, 77, 14, '58:46.1', 36.85212553024426, 96.21218934, 131, 82, 79, 'Female', 68.57466191638571, 1.8517466551601929, 0.095597916, 49, 19.998643444701827, 98.33333333333333, 'Low Risk'),
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(154913, 63, 16, '01:46.1', 36.222295900214576, 96.71238455633582, 121, 72, 62, 'Female', 59.47477602743887, 1.8054519068557244, 0.12468035792629541, 49, 18.245718351728716, 88.33333333333333, 'High Risk'),
(154914, 90, 12, '00:46.1', 36.53617086294809, 97.74058844012895, 133, 82, 40, 'Female', 66.25742617284236, 1.5704885396503778, 0.14042722025658516, 51, 26.863649857116307, 99, 'Low Risk'),
(154915, 89, 15, '59:46.1', 36.50290893239445, 98.73706012, 125, 82, 42, 'Female', 88.50670159159434, 1.524095525526456, 0.063280254, 43, 38.10235156759657, 96.33333333333333, 'High Risk'),
(154916, 73, 15, '58:46.1', 36.60117532744971, 95.51220075408419, 139, 86, 51, 'Male', 80.90856799351076, 1.853750785420603, 0.10553314779352163, 53, 23.544627212243185, 103.66666666666666, 'Low Risk'),
(154917, 66, 17, '57:46.1', 37.35738393626163, 98.61004942856894, 114, 70, 32, 'Female', 99.20249269071547, 1.8070143362219833, 0.088003348, 44, 30.380812802010325, 84.66666666666667, 'High Risk'),
(154918, 67, 13, '56:46.1', 36.23478465169872, 96.03026708445262, 130, 81, 44, 'Male', 93.61047488077594, 1.8732730433406553, 0.058111347395146354, 49, 26.67609658523009, 97.33333333333333, 'Low Risk'),
(154919, 66, 15, '55:46.1', 36.55979463012256, 95.14156915, 139, 70, 41, 'Female', 82.56268859481749, 1.814243973565048, 0.081569032, 69, 25.083749135421822, 93, 'Low Risk'),
(154920, 88, 19, '54:46.1', 37.15638132100797, 97.09782175647875, 119, 77, 82, 'Male', 84.26270988564795, 1.6276958258605745, 0.071651501, 42, 31.804525630592327, 91, 'High Risk'),
(154921, 82, 12, '53:46.1', 36.27009578476158, 97.00538599253665, 114, 75, 89, 'Female', 59.534859992565174, 1.7654180051170172, 0.12697678651763095, 39, 19.101885325783318, 88, 'Low Risk'),
(154922, 97, 13, '52:46.1', 36.44266854, 95.39697075649164, 125, 73, 84, 'Female', 54.73143933367539, 1.7419684542366607, 0.1151024786099033, 52, 18.03666742358583, 90.33333333333333, 'High Risk'),
(154923, 94, 14, '51:46.1', 36.52645296658476, 99.04122265794597, 116, 80, 20, 'Female', 58.61034312524946, 1.9816249128588006, 0.12409251858844386, 36, 14.92558482011903, 92, 'High Risk'),
(154924, 73, 16, '50:46.1', 36.84473267693623, 95.15065095133396, 136, 79, 68, 'Female', 73.78688446445715, 1.8913895446245026, 0.13916446388992293, 57, 20.626104103133358, 98, 'Low Risk'),
(154925, 85, 12, '49:46.1', 37.28798064, 97.24529934674109, 125, 73, 69, 'Male', 65.36426757539301, 1.5061019777846485, 0.14927445929195707, 52, 28.81586371598799, 90.33333333333333, 'Low Risk'),
(154926, 77, 14, '48:46.1', 36.98580601325388, 96.37933479, 121, 77, 51, 'Male', 64.76494905607835, 1.7061562266537713, 0.051966362, 44, 22.248587155772515, 91.66666666666667, 'Low Risk'),
(154927, 98, 17, '47:46.1', 37.137433961899845, 97.00956447952571, 136, 72, 38, 'Female', 80.08532709652475, 1.5994018224156497, 0.13340034637105114, 64, 31.30673525535991, 93.33333333333333, 'High Risk'),
(154928, 72, 14, '46:46.1', 37.13757135866415, 95.23388883146478, 112, 81, 89, 'Female', 89.39987925836999, 1.7003763855201062, 0.063926066, 31, 30.920520953063896, 91.33333333333333, 'High Risk'),
(154929, 80, 18, '45:46.1', 37.15975775393422, 97.68872503807685, 110, 83, 76, 'Male', 98.31156015967215, 1.667045916, 0.1365362242467385, 27, 35.376060212679356, 92, 'High Risk'),
(154930, 76, 14, '44:46.1', 36.11956848901292, 95.37623145982207, 122, 83, 30, 'Male', 64.77213856, 1.900609271454019, 0.079922853, 39, 17.93091902, 96, 'High Risk'),
(154931, 99, 19, '43:46.1', 36.995561066413444, 97.07400346726918, 111, 76, 44, 'Female', 80.17266855866733, 1.691184724799989, 0.13178514500688943, 35, 28.031364890204735, 87.66666666666667, 'High Risk'),
(154932, 84, 14, '42:46.1', 36.335647968624585, 96.22119253620924, 135, 71, 66, 'Male', 52.883098907004864, 1.6981299461149437, 0.1424253809957587, 64, 18.33897486, 92.33333333333333, 'High Risk'),
(154933, 92, 17, '41:46.1', 36.79781442641153, 96.42794706, 128, 83, 33, 'Female', 75.59762952464892, 1.9716525314589926, 0.055872539589608285, 45, 19.446767250713798, 98, 'High Risk'),
(154934, 83, 19, '40:46.1', 36.56626324508511, 99.98936782032034, 123, 71, 86, 'Female', 52.55908461140498, 1.7389661783682073, 0.13102295220469826, 52, 17.38063030662134, 88.33333333333333, 'High Risk'),
(154935, 66, 16, '39:46.1', 36.36046179819441, 95.46512809455935, 110, 86, 62, 'Male', 95.12930480205321, 1.8976975830686598, 0.081048574, 24, 26.41558992671397, 94, 'Low Risk'),
(154936, 84, 17, '38:46.1', 36.93126479677011, 96.99421253816737, 125, 86, 38, 'Male', 59.191545698004035, 1.7246311120822357, 0.13339522757880323, 39, 19.900649381691558, 99, 'Low Risk'),
(154937, 86, 13, '37:46.1', 36.709269840723344, 96.22056629191871, 132, 89, 85, 'Male', 98.81637047821076, 1.7457986788732769, 0.11923686912554578, 43, 32.422057914238096, 103.33333333333333, 'High Risk'),
(154938, 93, 13, '36:46.1', 36.145203092088195, 99.26110445460374, 111, 70, 19, 'Female', 70.14444711942326, 1.7271636704615114, 0.11099708269094948, 41, 23.513988837560717, 83.66666666666667, 'High Risk'),
(154939, 99, 19, '35:46.1', 36.14075822828743, 96.20573128, 126, 77, 42, 'Male', 59.878579562113536, 1.7748983417628268, 0.074475719, 49, 19.007479123315683, 93.33333333333333, 'High Risk'),
(154940, 85, 15, '34:46.1', 36.095162331721895, 98.56944275369828, 119, 77, 23, 'Female', 79.33346100485934, 1.7313765156923153, 0.12272626107728615, 42, 26.46508884626926, 91, 'Low Risk'),
(154941, 85, 13, '33:46.1', 36.131499995665976, 98.93098188365077, 111, 71, 48, 'Male', 73.54227528692581, 1.5849355972724573, 0.1290990701161333, 40, 29.27614050658662, 84.33333333333333, 'Low Risk'),
(154942, 96, 14, '32:46.1', 37.15599444, 99.3484406, 138, 85, 86, 'Female', 68.00916479, 1.9184747691360535, 0.14228884886539198, 53, 18.478012539711436, 102.66666666666666, 'High Risk'),
(154943, 98, 17, '31:46.1', 36.77524778718044, 98.84055166, 135, 71, 59, 'Male', 69.78845859331892, 1.7363029843807698, 0.094757297, 64, 23.14901854258996, 92.33333333333333, 'High Risk'),
(154944, 77, 19, '30:46.1', 36.18482300622236, 99.06045845034092, 126, 80, 56, 'Male', 68.44796674350374, 1.5178182295036837, 0.060526695, 46, 29.71125678254416, 95.33333333333333, 'Low Risk'),
(154945, 75, 12, '29:46.1', 36.407680194841504, 97.37196281416001, 136, 89, 87, 'Female', 73.27121434084212, 1.6082693843331488, 0.11128595244344723, 47, 28.32799258202485, 104.66666666666667, 'Low Risk'),
(154946, 63, 14, '28:46.1', 36.527357891875965, 95.78136937817735, 130, 84, 81, 'Female', 55.84717571750798, 1.5758410255476727, 0.053188092312786796, 46, 22.489324426961687, 99.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(154948, 67, 16, '26:46.1', 36.53547916163814, 97.37185506064085, 126, 78, 65, 'Male', 87.18558762040372, 1.6142997849489462, 0.075178303, 48, 33.45617762, 94, 'High Risk'),
(154949, 66, 15, '25:46.1', 36.25197637888064, 97.85002518104432, 114, 71, 19, 'Male', 65.30727869702929, 1.6014308735774065, 0.067100344, 43, 25.46508872168477, 85.33333333333333, 'Low Risk'),
(154950, 82, 12, '24:46.1', 36.03260598339892, 97.49586311, 113, 73, 72, 'Male', 99.46241499216812, 1.8947355442112876, 0.1486774313006403, 40, 27.70523225564889, 86.33333333333333, 'Low Risk'),
(154951, 78, 14, '23:46.1', 36.694368870904995, 97.56246729233854, 134, 77, 48, 'Male', 87.83560367434816, 1.8600671387595853, 0.080911936, 57, 25.387114975983245, 96, 'Low Risk'),
(154952, 68, 19, '22:46.1', 36.455282678704776, 97.01042129449101, 114, 72, 74, 'Female', 76.43935721, 1.5730611188191717, 0.089871336, 42, 30.890563650808986, 86, 'High Risk'),
(154953, 97, 15, '21:46.1', 36.533229477800965, 96.40324423, 129, 88, 54, 'Female', 62.317357768254105, 1.9517279984419973, 0.082651672, 41, 16.359515836782716, 101.66666666666667, 'High Risk'),
(154954, 69, 17, '20:46.1', 37.060753304645104, 95.19490655919813, 117, 72, 81, 'Male', 70.39188247860159, 1.9502304883911812, 0.06114111, 45, 18.507625221200467, 87, 'Low Risk'),
(154955, 93, 16, '19:46.1', 36.204215905027894, 96.74476596994242, 126, 83, 50, 'Male', 89.50850369022788, 1.8441244726757242, 0.14977649819079214, 43, 26.319875743420674, 97.33333333333333, 'High Risk'),
(154956, 76, 19, '18:46.1', 36.47750654924516, 98.73169025380909, 118, 83, 81, 'Male', 91.72675126528623, 1.9285087936735685, 0.12372020424058165, 35, 24.66338969744293, 94.66666666666667, 'Low Risk'),
(154957, 91, 14, '17:46.1', 36.43648000902595, 98.38433098364222, 124, 73, 28, 'Female', 52.18432841225708, 1.9815513044234927, 0.078916634, 51, 13.290136954872244, 90, 'High Risk'),
(154958, 63, 12, '16:46.1', 36.66521500522621, 97.88656691894894, 133, 74, 48, 'Male', 51.635144117538765, 1.974503321880942, 0.083003972, 59, 13.244319717311983, 93.66666666666666, 'High Risk'),
(154959, 79, 18, '15:46.1', 36.69175669306054, 99.36540328598423, 117, 87, 78, 'Male', 80.65756328269129, 1.5230613197277227, 0.10278279021871703, 30, 34.770450695366215, 97, 'High Risk'),
(154960, 90, 13, '14:46.1', 36.95817812142295, 98.27718770059657, 114, 78, 66, 'Female', 73.43707637436839, 1.9218290668748716, 0.071500269, 36, 19.883180884381844, 90, 'Low Risk'),
(154961, 68, 14, '13:46.1', 37.17487673575665, 97.46039245815878, 115, 74, 85, 'Female', 73.99843746953734, 1.5907787822426724, 0.10981281857216024, 41, 29.241723745283128, 87.66666666666667, 'Low Risk'),
(154962, 63, 14, '12:46.1', 36.26315716099163, 95.15304045788989, 117, 72, 80, 'Male', 98.07600559442109, 1.9781037240710746, 0.11486744140548284, 45, 25.064823374356273, 87, 'Low Risk'),
(154963, 96, 12, '11:46.1', 36.29951231202313, 99.67734625659976, 121, 86, 47, 'Female', 83.46348714, 1.681825041170993, 0.078299897, 35, 29.507668563065028, 97.66666666666667, 'High Risk'),
(154964, 60, 15, '10:46.1', 37.04142349459568, 95.10255011792441, 112, 79, 56, 'Female', 52.53947313928233, 1.9764597572800278, 0.11471259466935997, 33, 13.449612167533122, 90, 'High Risk'),
(154965, 70, 14, '09:46.1', 37.439115478764215, 98.35626659200946, 123, 78, 30, 'Female', 53.881448030303766, 1.6157713523210497, 0.10322470918883628, 45, 20.63856278963147, 93, 'Low Risk'),
(154966, 92, 13, '08:46.1', 36.02530082, 99.55797461696845, 131, 82, 68, 'Male', 98.65538885139134, 1.7982387501540869, 0.13597450764743718, 49, 30.508869037053785, 98.33333333333333, 'High Risk'),
(154967, 85, 19, '07:46.1', 36.90467665648454, 99.13781278699233, 122, 79, 66, 'Female', 66.57595285523632, 1.902745359826189, 0.14320369856851184, 43, 18.38891256706864, 93.33333333333333, 'High Risk'),
(154968, 84, 16, '06:46.1', 36.50765695673494, 99.73752919844927, 114, 83, 70, 'Male', 54.686033614811635, 1.5167878045513727, 0.07307879, 31, 23.769867934476434, 93.33333333333333, 'Low Risk'),
(154969, 76, 16, '05:46.1', 36.14874863189488, 96.65099576069888, 137, 77, 41, 'Female', 82.83216847621463, 1.5103627504730017, 0.051241456, 60, 36.310856945282396, 97, 'High Risk'),
(154970, 63, 14, '04:46.1', 37.33883299047307, 98.02075949, 136, 73, 83, 'Female', 93.98774489445483, 1.848549179, 0.066670009, 63, 27.504845595826204, 94, 'Low Risk'),
(154971, 71, 14, '03:46.1', 36.82303968963929, 98.94925968387618, 113, 80, 21, 'Male', 51.35289763234031, 1.7633983997836327, 0.074287852, 33, 16.514448285719332, 91, 'High Risk'),
(154972, 91, 17, '02:46.1', 36.11122104224099, 97.07170769567969, 130, 88, 47, 'Female', 53.29324497501073, 1.686042484428026, 0.1443098595937659, 42, 18.747144959121016, 102, 'High Risk'),
(154973, 70, 18, '01:46.1', 37.33292937, 99.45683039481703, 133, 74, 74, 'Male', 69.53354372714492, 1.5173555718734204, 0.074362809, 59, 30.200882654748018, 93.66666666666666, 'High Risk'),
(154974, 69, 19, '00:46.1', 36.54784366443376, 98.60895364, 114, 81, 35, 'Female', 85.09905548717953, 1.9188033159247357, 0.06473359, 33, 23.11339914942804, 92, 'Low Risk'),
(154975, 77, 15, '59:46.1', 36.206921063644955, 99.89076945982815, 139, 80, 43, 'Male', 71.77593600610506, 1.5519588671480244, 0.082392232, 59, 29.800150093473786, 99.66666666666666, 'Low Risk'),
(154976, 73, 19, '58:46.1', 36.959997275088874, 99.49588148, 138, 80, 39, 'Male', 86.71135853504933, 1.5550236710280674, 0.057536932, 58, 35.859314384050144, 99.33333333333333, 'High Risk'),
(154977, 82, 14, '57:46.1', 36.18475716630318, 99.46969345, 126, 73, 62, 'Male', 57.81023337092927, 1.7322584380197272, 0.07374714, 53, 19.26545860062509, 90.66666666666666, 'Low Risk'),
(154978, 87, 19, '56:46.1', 36.88081781, 99.06261598, 114, 85, 47, 'Female', 68.90332288169068, 1.5825391155555237, 0.12302024891264313, 29, 27.512576292327505, 94.66666666666667, 'Low Risk'),
(154979, 92, 18, '55:46.1', 36.837425962180106, 99.00582912, 118, 80, 34, 'Female', 56.807790840430215, 1.8275161967434097, 0.10752192702378185, 38, 17.00926045219795, 92.66666666666667, 'High Risk'),
(154980, 94, 19, '54:46.1', 36.33370327358213, 99.17508465127821, 138, 81, 67, 'Male', 55.83173436601558, 1.9951604364854005, 0.094045637, 57, 14.025729876610553, 100, 'High Risk'),
(154981, 92, 13, '53:46.1', 36.32729338352299, 95.43758742370305, 132, 73, 18, 'Male', 83.41237353, 1.5532219855761953, 0.1210199153416158, 59, 34.57509808728209, 92.66666666666666, 'High Risk'),
(154982, 63, 15, '52:46.1', 37.28219646249538, 98.25539044656574, 115, 82, 20, 'Male', 62.75361144012311, 1.660182287818432, 0.11047953499875576, 33, 22.76812001686922, 93, 'Low Risk'),
(154983, 98, 17, '51:46.1', 36.826847994792985, 99.84141482324281, 123, 88, 25, 'Female', 89.25510344190167, 1.6423559997863708, 0.088556975, 35, 33.09012859370253, 99.66666666666667, 'High Risk'),
(154984, 82, 12, '50:46.1', 36.305866033202655, 95.93386023855697, 137, 79, 76, 'Male', 94.68787971333705, 1.6657544438715166, 0.085082966, 58, 34.12498197757156, 98.33333333333333, 'High Risk'),
(154985, 95, 15, '49:46.1', 37.12471128765538, 98.73389055, 117, 71, 68, 'Male', 58.61727147289129, 1.8925018583842226, 0.13590477501009102, 46, 16.366392780201398, 86.33333333333333, 'High Risk'),
(154986, 66, 17, '48:46.1', 36.278932107921534, 98.86966384367753, 119, 86, 42, 'Female', 95.86711786104665, 1.5395910457552247, 0.1393320147668552, 33, 40.44444851, 97, 'High Risk'),
(154987, 86, 17, '47:46.1', 37.118527932367755, 95.66322521865287, 118, 87, 38, 'Male', 65.17325232019081, 1.8065671465564777, 0.12322892772735262, 31, 19.969223505143564, 97.33333333333333, 'Low Risk'),
(154988, 93, 14, '46:46.1', 36.99693923714302, 98.64819149, 114, 78, 83, 'Male', 80.14722756917523, 1.9976427870832307, 0.10416290310452037, 36, 20.084121543901034, 90, 'High Risk'),
(154989, 66, 18, '45:46.1', 36.96002850925621, 97.41455266012046, 128, 81, 28, 'Female', 78.40125454663641, 1.9749647077406205, 0.11009952961669144, 47, 20.100383042187268, 96.66666666666667, 'Low Risk'),
(154990, 99, 14, '44:46.1', 36.58264334811696, 95.35641594659624, 132, 72, 34, 'Male', 97.29986228070584, 1.5547822218346057, 0.088823344, 60, 40.25066810745354, 92, 'High Risk'),
(154991, 89, 14, '43:46.1', 36.766793209876916, 99.22965952, 138, 86, 74, 'Female', 61.91003403416516, 1.9398250449589582, 0.050824860846834956, 52, 16.45265225088393, 103.33333333333333, 'High Risk'),
(154992, 70, 14, '42:46.1', 36.797431380107604, 99.75083275203811, 136, 72, 46, 'Male', 75.53041375873718, 1.5753437254131573, 0.074023815, 64, 30.434853023246916, 93.33333333333333, 'High Risk'),
(154993, 65, 14, '41:46.1', 36.920297075047785, 97.23579741552422, 125, 76, 30, 'Female', 60.60586235995077, 1.5748093839042225, 0.14526865691329663, 49, 24.437605363541454, 92.33333333333333, 'Low Risk'),
(154994, 93, 14, '40:46.1', 36.66836337840978, 97.85667377576942, 112, 88, 59, 'Male', 53.569293564417656, 1.9411877534372222, 0.1412459081194592, 24, 14.216111912547328, 96, 'High Risk'),
(154995, 89, 14, '39:46.1', 36.145034708256496, 97.66568526024882, 139, 71, 28, 'Male', 75.00306266980392, 1.6690246252526555, 0.067504923, 68, 26.924863413192202, 93.66666666666666, 'Low Risk'),
(154996, 64, 12, '38:46.1', 37.44176324056388, 95.08039942873899, 121, 77, 51, 'Female', 69.54013328037146, 1.9202346638881937, 0.08666487, 44, 18.859358153818846, 91.66666666666667, 'Low Risk'),
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(155172, 83, 15, '42:46.1', 37.49395755, 95.76827079477917, 131, 86, 50, 'Male', 84.93063578, 1.9463276637144933, 0.11780797614780676, 45, 22.419837696156492, 101, 'Low Risk'),
(155173, 88, 16, '41:46.1', 37.10742672945584, 96.51769668169224, 121, 85, 22, 'Female', 96.7636492, 1.7417825001126437, 0.14257952981739763, 36, 31.895131180884434, 97, 'High Risk'),
(155174, 70, 12, '40:46.1', 37.052513091312626, 96.79954164963796, 132, 72, 45, 'Female', 92.61001650631476, 1.5339342482024116, 0.11425628896294884, 60, 39.359037861363824, 92, 'High Risk'),
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(155176, 90, 18, '38:46.1', 37.41097866131115, 97.81125855429707, 121, 73, 21, 'Female', 79.46712161044398, 1.615658156093034, 0.14505962247910648, 48, 30.44307572700325, 89, 'High Risk'),
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(155178, 66, 12, '36:46.1', 36.81479409956495, 99.54268055913431, 115, 79, 80, 'Female', 59.58401319063387, 1.9042880146743744, 0.1339945936896087, 36, 16.431018440232943, 91, 'High Risk'),
(155179, 69, 14, '35:46.1', 36.61792275564546, 95.62315348707094, 134, 78, 77, 'Female', 91.98872893886306, 1.933280515491023, 0.066381176, 56, 24.611884600918238, 96.66666666666666, 'Low Risk'),
(155180, 87, 14, '34:46.1', 36.36919188336586, 97.76852325, 117, 72, 49, 'Male', 60.369965179900035, 1.713297828579292, 0.13178277332221225, 45, 20.56625405938596, 87, 'Low Risk'),
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(155182, 63, 15, '32:46.1', 36.686637864237355, 95.64040947222222, 110, 73, 56, 'Male', 81.91659908, 1.793469042864594, 0.1083852834921759, 37, 25.467372704316773, 85.33333333333333, 'Low Risk'),
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(155186, 88, 13, '28:46.1', 37.45096242029049, 97.60247971342281, 113, 71, 55, 'Male', 99.10108245830241, 1.6648222453780561, 0.10992786480975014, 42, 35.75548370634927, 85, 'High Risk'),
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(155188, 95, 12, '26:46.1', 36.98047302782748, 97.38807039279581, 125, 76, 77, 'Male', 64.73688224187984, 1.6979997662442532, 0.083690756, 49, 22.45311121444521, 92.33333333333333, 'High Risk'),
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(155192, 91, 15, '22:46.1', 37.31291512, 96.62240325047473, 130, 82, 56, 'Male', 58.71422621360223, 1.9466502282184128, 0.10312470982024075, 48, 15.494140568109115, 98, 'High Risk'),
(155193, 73, 13, '21:46.1', 36.04194544737789, 96.45789598811899, 121, 87, 47, 'Female', 78.71818228580528, 1.9303430710462068, 0.08807516, 34, 21.125454193973905, 98.33333333333333, 'Low Risk'),
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(155195, 79, 18, '19:46.1', 36.04468987, 99.55382298483589, 125, 71, 45, 'Female', 68.17653815924535, 1.5411736978231683, 0.093291467, 54, 28.703295880921395, 89, 'Low Risk'),
(155196, 64, 19, '18:46.1', 36.096915577883244, 95.76303619621449, 122, 73, 24, 'Male', 65.48073121, 1.7727633801386513, 0.050596191273728525, 49, 20.835886188565055, 89.33333333333333, 'Low Risk'),
(155197, 81, 17, '17:46.1', 36.073852667438985, 97.81912648485266, 124, 87, 66, 'Male', 55.807360822371514, 1.8475497967196628, 0.058119029090030506, 37, 16.349300621317447, 99.33333333333333, 'High Risk'),
(155198, 65, 18, '16:46.1', 37.03622720301267, 98.15019121134311, 123, 88, 86, 'Female', 69.43938489441145, 1.5301391290218298, 0.075586884, 35, 29.658147641747117, 99.66666666666667, 'Low Risk'),
(155199, 83, 19, '15:46.1', 36.03889660234984, 95.63994888347997, 139, 77, 58, 'Female', 51.738857224198505, 1.9990271787458553, 0.093618441, 62, 12.94730665787846, 97.66666666666666, 'High Risk'),
(155200, 66, 19, '14:46.1', 36.28004000508045, 97.79145813683725, 119, 83, 62, 'Female', 52.548632404998045, 1.7936664568691145, 0.096051621, 36, 16.33345441526012, 95, 'High Risk'),
(155201, 63, 19, '13:46.1', 36.212036583544034, 95.74529056977389, 126, 85, 24, 'Male', 92.00885643, 1.9617406943275852, 0.086727585, 41, 23.908175247249474, 98.66666666666667, 'Low Risk'),
(155202, 97, 19, '12:46.1', 36.622151441155644, 97.52721691285834, 139, 78, 83, 'Male', 51.93154209841609, 1.5861388162179506, 0.1392670415461142, 61, 20.641860197226475, 98.33333333333333, 'High Risk'),
(155203, 79, 15, '11:46.1', 37.446454908507995, 97.64919359606183, 134, 85, 39, 'Male', 55.98501206276744, 1.8952168907880083, 0.12412123081057727, 49, 15.586691492930573, 101.33333333333333, 'High Risk'),
(155204, 74, 16, '10:46.1', 36.428620660224844, 95.35244472731378, 127, 85, 58, 'Female', 73.91349566564013, 1.9041897120009084, 0.10963572818518116, 42, 20.384652551469706, 99, 'Low Risk'),
(155205, 64, 13, '09:46.1', 37.088663386341196, 97.33861773271903, 129, 81, 49, 'Male', 95.86474581574274, 1.7962596024674218, 0.062670436, 48, 29.711236031077483, 97, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(155207, 70, 16, '07:46.1', 37.07149830375967, 95.55217779626162, 116, 88, 33, 'Male', 73.83051330511041, 1.5524421126358037, 0.11863117519154683, 28, 30.634095185053127, 97.33333333333333, 'High Risk'),
(155208, 72, 16, '06:46.1', 36.24408691536521, 96.45195363313196, 132, 87, 82, 'Female', 61.6016478, 1.6220048559826474, 0.12589431628225783, 45, 23.414669347779142, 102, 'Low Risk'),
(155209, 65, 16, '05:46.1', 36.99785462896252, 97.53846673520991, 118, 84, 60, 'Female', 76.17752039423374, 1.8823602059055202, 0.079258589, 34, 21.499153773195612, 95.33333333333333, 'Low Risk'),
(155210, 81, 14, '04:46.1', 36.51739950813766, 99.84196696, 120, 86, 18, 'Male', 50.78363815385851, 1.8472301762188226, 0.1379878374686293, 34, 14.882701850256375, 97.33333333333333, 'High Risk'),
(155211, 98, 19, '03:46.1', 36.17195825, 96.42919124038085, 111, 72, 22, 'Male', 75.68483343437731, 1.5261623691425434, 0.083719575, 39, 32.494314365749645, 85, 'High Risk'),
(155212, 95, 13, '02:46.1', 36.491155612042355, 97.98621357652468, 119, 87, 33, 'Male', 94.89378496339495, 1.791342987880045, 0.12046016199527819, 32, 29.571971114264105, 97.66666666666667, 'High Risk'),
(155213, 99, 17, '01:46.1', 36.55669856531717, 96.39674175074498, 117, 84, 40, 'Female', 87.66030774741161, 1.7248566829722274, 0.14684393118017486, 33, 29.464356432340413, 95, 'High Risk'),
(155214, 91, 12, '00:46.1', 37.220063223205685, 95.98426665538804, 124, 73, 82, 'Female', 77.63202787861042, 1.5804134175578346, 0.12223192590951794, 51, 31.081324283130773, 90, 'High Risk'),
(155215, 84, 15, '59:46.1', 37.27993709707234, 98.13919100577569, 138, 79, 31, 'Female', 89.87774637300362, 1.5303918271504342, 0.13688437924610034, 59, 38.374868365367234, 98.66666666666666, 'High Risk'),
(155216, 76, 18, '58:46.1', 36.32378942395917, 95.36721118169741, 130, 71, 45, 'Male', 81.45849441, 1.7929974704423202, 0.071956046, 59, 25.338273820789937, 90.66666666666666, 'Low Risk'),
(155217, 96, 18, '57:46.1', 36.70521796003567, 97.67075477291671, 136, 85, 74, 'Female', 61.22634304440034, 1.8403844812890489, 0.085309437, 51, 18.07678512, 102, 'High Risk'),
(155218, 71, 19, '56:46.1', 36.20538205, 96.97847489997628, 126, 76, 42, 'Female', 82.22699762568777, 1.951403988114604, 0.12277504142669927, 50, 21.59335161238056, 92.66666666666666, 'Low Risk'),
(155219, 86, 17, '55:46.1', 36.61276594873503, 97.10698569898926, 111, 84, 27, 'Male', 85.30362759660999, 1.7410375418257389, 0.14493311266790665, 27, 28.141758286357756, 93, 'Low Risk'),
(155220, 89, 17, '54:46.1', 36.954957021334096, 95.49873624317112, 122, 82, 48, 'Female', 93.99937996015137, 1.664036222852865, 0.094675952, 40, 33.94684655364163, 95.33333333333333, 'High Risk'),
(155221, 64, 12, '53:46.1', 36.42983492923466, 97.32536506456172, 116, 74, 32, 'Male', 63.75928839980593, 1.8209957328097452, 0.1492849328010079, 42, 19.227623306830406, 88, 'Low Risk'),
(155222, 88, 17, '52:46.1', 36.734502321416905, 98.45526764, 132, 79, 65, 'Male', 60.899404777186916, 1.7262792250194257, 0.1095220077280348, 53, 20.435767821489982, 96.66666666666666, 'Low Risk'),
(155223, 65, 14, '51:46.1', 36.20275485915946, 98.10525104590567, 125, 88, 47, 'Male', 92.38442096733458, 1.8476367554214934, 0.10390055249346675, 37, 27.062353009361313, 100.33333333333333, 'Low Risk'),
(155224, 80, 15, '50:46.1', 36.43593407018906, 98.69312788152915, 118, 89, 86, 'Female', 92.60176293987438, 1.7236246255846694, 0.092416765, 29, 31.169789852904785, 98.66666666666667, 'High Risk'),
(155225, 85, 18, '49:46.1', 37.36757650907445, 99.24216030115142, 118, 76, 66, 'Female', 50.59455004612424, 1.5619529580820022, 0.14548682448602324, 42, 20.738046220072903, 90, 'Low Risk'),
(155226, 99, 13, '48:46.1', 36.622011735944284, 98.55802822031806, 138, 71, 72, 'Female', 89.59604006186888, 1.7456685508061325, 0.089482157, 67, 29.40121239328949, 93.33333333333333, 'High Risk'),
(155227, 91, 18, '47:46.1', 37.273712807435686, 96.37771741309996, 130, 78, 53, 'Female', 56.245709573320134, 1.5326729254248725, 0.068442465, 52, 23.94365403313743, 95.33333333333333, 'High Risk'),
(155228, 99, 18, '46:46.1', 36.165774388969176, 96.69330124948358, 118, 79, 80, 'Male', 87.19973251588773, 1.9511314106088364, 0.084448214, 39, 22.905623169207708, 92, 'High Risk'),
(155229, 86, 14, '45:46.1', 37.01860185791128, 96.22197707311395, 127, 79, 20, 'Male', 55.79116052, 1.7375413280122711, 0.1033275224962781, 48, 18.479708183250892, 95, 'High Risk'),
(155230, 99, 18, '44:46.1', 36.290044148204004, 95.43185423, 132, 89, 49, 'Male', 95.73767469225501, 1.5877499808267412, 0.097943869, 43, 37.97682406668533, 103.33333333333333, 'High Risk'),
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(155232, 72, 12, '42:46.1', 37.28893834, 99.63090092582803, 112, 86, 47, 'Male', 83.00251248508582, 1.7385775915628645, 0.082076187, 26, 27.46016125406757, 94.66666666666667, 'Low Risk'),
(155233, 67, 13, '41:46.1', 37.40326646684049, 98.67627926, 116, 84, 88, 'Male', 77.46190573, 1.806854948, 0.060236571, 32, 23.72693272, 94.66666666666667, 'Low Risk'),
(155234, 63, 16, '40:46.1', 36.33173795099418, 95.28996102585974, 131, 81, 67, 'Male', 95.79939675, 1.814951506263296, 0.072218441, 50, 29.082566051031165, 97.66666666666666, 'Low Risk'),
(155235, 77, 14, '39:46.1', 36.074826089004546, 99.26013211173797, 120, 74, 87, 'Male', 68.09210973703442, 1.5313748786838468, 0.14195548189563612, 46, 29.035797135014597, 89.33333333333333, 'Low Risk'),
(155236, 61, 15, '38:46.1', 37.47533773533792, 99.50667502358091, 126, 84, 57, 'Male', 90.14285882036108, 1.5830000173478354, 0.1180725226536685, 42, 35.97240613795732, 98, 'High Risk'),
(155237, 83, 12, '37:46.1', 36.55143899629968, 96.36324925569575, 122, 86, 28, 'Female', 96.87309340053181, 1.6269324130238314, 0.096110257, 36, 36.59857237215215, 98, 'High Risk'),
(155238, 70, 14, '36:46.1', 36.57021528457721, 96.65596933259643, 136, 82, 19, 'Male', 55.94719459073772, 1.5080273393738504, 0.050177825, 54, 24.60140350054154, 100, 'Low Risk'),
(155239, 69, 14, '35:46.1', 37.05964715106899, 97.15436155, 117, 79, 80, 'Female', 56.74733176, 1.8303052968249274, 0.078979051, 38, 16.93941363039608, 91.66666666666667, 'High Risk'),
(155240, 79, 18, '34:46.1', 37.068993050755914, 99.27071892439203, 118, 70, 37, 'Female', 83.84176177172628, 1.9370217906415959, 0.097982529, 48, 22.345567198606005, 86, 'Low Risk'),
(155241, 85, 16, '33:46.1', 37.02595668927146, 97.69250862331282, 123, 74, 83, 'Male', 82.00511302030259, 1.8429615433898117, 0.12603944476621498, 49, 24.143953471706226, 90.33333333333333, 'Low Risk'),
(155242, 92, 12, '32:46.1', 36.74159826783609, 98.02423674522824, 124, 77, 28, 'Female', 85.45755201631478, 1.8461881250983474, 0.051381636068550465, 47, 25.072552052692956, 92.66666666666667, 'High Risk'),
(155243, 83, 17, '31:46.1', 36.88741898223974, 96.66906376623457, 120, 70, 57, 'Male', 96.29402071610212, 1.582761765077048, 0.067417327, 50, 38.43865828070427, 86.66666666666666, 'High Risk'),
(155244, 83, 19, '30:46.1', 36.63699772104939, 99.91749933859094, 121, 81, 33, 'Male', 84.25773905431953, 1.893970878846423, 0.094124547, 40, 23.48892855667925, 94.33333333333333, 'Low Risk'),
(155245, 60, 16, '29:46.1', 37.398173675684234, 97.85948827707813, 119, 79, 63, 'Female', 90.48119832612218, 1.5256454083811282, 0.1345704114321617, 40, 38.87327503959992, 92.33333333333333, 'High Risk'),
(155246, 71, 13, '28:46.1', 36.595749145872674, 96.96659609755459, 124, 80, 49, 'Male', 56.94269586239042, 1.774139142541774, 0.094382175, 44, 18.09100396247776, 94.66666666666667, 'High Risk'),
(155247, 98, 15, '27:46.1', 36.393365754485785, 97.49295162, 128, 72, 89, 'Female', 60.41475408553802, 1.9308993870533167, 0.1084334248081377, 56, 16.204055525680158, 90.66666666666666, 'High Risk'),
(155248, 62, 12, '26:46.1', 36.02880642936612, 98.76983314, 136, 88, 31, 'Male', 66.16548243598541, 1.6783814725475257, 0.12845889490215442, 48, 23.48822129307616, 104, 'Low Risk'),
(155249, 71, 16, '25:46.1', 37.07421056546778, 96.45729181121214, 115, 73, 71, 'Female', 54.33609425170867, 1.5550657040980114, 0.07246506, 42, 22.469371809226992, 87, 'Low Risk'),
(155250, 94, 19, '24:46.1', 37.35544368219729, 99.39616290450388, 129, 79, 38, 'Female', 82.46201890021845, 1.6780899324884775, 0.103906098, 50, 29.28353483531796, 95.66666666666666, 'High Risk'),
(155251, 65, 13, '23:46.1', 36.14260964235024, 96.05624267949018, 127, 77, 48, 'Female', 59.668451471764605, 1.7794416041905605, 0.056313682, 50, 18.84418184, 93.66666666666666, 'Low Risk'),
(155252, 80, 16, '22:46.1', 36.68306374094217, 95.04832061416158, 118, 85, 18, 'Male', 90.12137089, 1.8633463051683479, 0.14530063443601965, 33, 25.956171578591356, 96, 'Low Risk'),
(155253, 71, 16, '21:46.1', 37.05162052115977, 99.67243318646388, 117, 85, 52, 'Male', 84.53529480608557, 1.5664520262557713, 0.058745982, 32, 34.45116192919434, 95.66666666666667, 'High Risk'),
(155254, 70, 15, '20:46.1', 37.08207994037907, 95.31780077234414, 122, 89, 18, 'Male', 89.16917425422103, 1.6850740427750506, 0.062592966, 33, 31.403406976750286, 100, 'High Risk'),
(155255, 87, 14, '19:46.1', 37.00778161700853, 98.78205389318464, 116, 78, 83, 'Female', 56.467639845817395, 1.9519975479774405, 0.076732276, 38, 14.819757612716408, 90.66666666666667, 'High Risk'),
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(155433, 64, 18, '21:46.1', 36.50345188696411, 99.78540229658554, 128, 72, 44, 'Female', 76.17798315577164, 1.5015705361658283, 0.1412745642018005, 56, 33.78609465283252, 90.66666666666666, 'High Risk'),
(155434, 68, 13, '20:46.1', 36.979403055166934, 96.6382429, 110, 79, 28, 'Male', 93.06937720860617, 1.8519415547404618, 0.14426103893297504, 31, 27.136401379679494, 89.33333333333333, 'Low Risk'),
(155435, 82, 14, '19:46.1', 36.429278456574664, 99.49401738471703, 119, 76, 47, 'Female', 82.00358978, 1.790186349874673, 0.077633808, 43, 25.588002341859998, 90.33333333333333, 'Low Risk'),
(155436, 94, 18, '18:46.1', 36.71715060751002, 95.76915621617073, 132, 75, 54, 'Male', 80.73740478718494, 1.7316020796857108, 0.051574, 57, 26.926418279888694, 94, 'High Risk'),
(155437, 82, 19, '17:46.1', 36.721930075055376, 98.88675471166853, 119, 80, 88, 'Male', 88.47159663229573, 1.6902875191297473, 0.10705986812397521, 39, 30.96582789, 93, 'High Risk'),
(155438, 76, 13, '16:46.1', 37.09433221143353, 95.32644175163453, 112, 73, 82, 'Male', 96.93701511425095, 1.6216491306804535, 0.065812872, 39, 36.86174204219274, 86, 'High Risk'),
(155439, 85, 12, '15:46.1', 36.58871376511726, 98.96564813204007, 137, 83, 87, 'Female', 52.54445484235596, 1.561992747716432, 0.1354380132689992, 54, 21.536189513762295, 101, 'Low Risk'),
(155440, 89, 16, '14:46.1', 36.992178756463915, 99.42512889922837, 117, 87, 25, 'Male', 91.64840900650836, 1.847655277, 0.13515332119542467, 30, 26.84621331587831, 97, 'Low Risk'),
(155441, 70, 12, '13:46.1', 36.310257366093886, 96.62445448587506, 132, 81, 74, 'Male', 87.82153442007441, 1.556959056773192, 0.12184536883282217, 51, 36.22818998891121, 98, 'High Risk'),
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(155455, 82, 17, '59:46.1', 36.63124298602502, 95.48640439387168, 115, 86, 45, 'Male', 95.39404545799616, 1.710070027163025, 0.075227974, 29, 32.62071504683971, 95.66666666666667, 'High Risk'),
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(155457, 70, 13, '57:46.1', 36.37451206650007, 98.44191913092803, 130, 89, 23, 'Male', 76.03321482000035, 1.929307671539605, 0.13353211393786588, 41, 20.42680162304216, 102.66666666666667, 'Low Risk'),
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(155459, 95, 18, '55:46.1', 36.28193866289294, 97.12415993260649, 128, 77, 18, 'Female', 92.52153486432537, 1.5389254297381767, 0.1041946775859808, 51, 39.06678536500955, 94, 'High Risk'),
(155460, 69, 12, '54:46.1', 36.358905929817645, 95.36708402847141, 129, 75, 88, 'Male', 81.84490969, 1.621978242028076, 0.071103536, 54, 31.11011565410708, 93, 'High Risk'),
(155461, 60, 14, '53:46.1', 37.216241238189994, 98.72214557668012, 125, 70, 89, 'Male', 75.35743799868408, 1.5459683324371447, 0.057732194730946367, 55, 31.53007020107332, 88.33333333333333, 'High Risk'),
(155462, 72, 13, '52:46.1', 36.301948195516324, 96.84886708, 120, 87, 51, 'Female', 67.38954155842639, 1.904243488966161, 0.096503889, 33, 18.584357160915506, 98, 'Low Risk'),
(155463, 73, 13, '51:46.1', 36.646474847576755, 95.91169995236119, 131, 85, 63, 'Male', 57.662235028165966, 1.9815051076299999, 0.092030965, 46, 14.685917347687493, 100.33333333333333, 'High Risk'),
(155464, 71, 13, '50:46.1', 36.967452104852946, 98.42235766117335, 123, 74, 74, 'Male', 97.67337531711676, 1.5396449141609823, 0.12175372533130914, 49, 41.203589568364805, 90.33333333333333, 'High Risk'),
(155465, 77, 13, '49:46.1', 36.233762674059086, 98.20888227408545, 125, 75, 61, 'Female', 98.14098449, 1.9720185060166933, 0.080573225, 50, 25.23646017, 91.66666666666666, 'Low Risk'),
(155466, 67, 18, '48:46.1', 36.934806197904706, 99.58000053792243, 134, 83, 26, 'Female', 92.03316824681447, 1.5379632245174488, 0.12031125167796701, 51, 38.90921520800309, 100, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(155470, 82, 18, '44:46.1', 36.025701617979124, 96.12874262, 119, 72, 35, 'Female', 67.71955696246464, 1.6223726625553287, 0.1307830634337922, 47, 25.728405309520443, 87.66666666666667, 'Low Risk'),
(155471, 78, 16, '43:46.1', 37.263546148947334, 98.79639231513542, 128, 82, 54, 'Female', 53.8189382, 1.6628914631850287, 0.14141105690257916, 46, 19.462889533562386, 97.33333333333333, 'Low Risk'),
(155472, 64, 19, '42:46.1', 37.12069063309134, 98.30555807826708, 111, 76, 85, 'Female', 65.18015103650954, 1.8015560226071965, 0.14155902910838064, 35, 20.082594480469815, 87.66666666666667, 'Low Risk'),
(155473, 73, 19, '41:46.1', 36.46114115276355, 95.85927837057973, 121, 77, 56, 'Male', 86.79152216692606, 1.6414152701093114, 0.14741960537662457, 44, 32.21368194624641, 91.66666666666667, 'High Risk'),
(155474, 72, 18, '40:46.1', 36.21873915763388, 98.92611324005306, 136, 86, 67, 'Male', 67.14561961596726, 1.836515661512683, 0.12591006878974542, 50, 19.908035808824817, 102.66666666666666, 'Low Risk'),
(155475, 76, 13, '39:46.1', 36.65498316, 97.07904149671549, 121, 80, 80, 'Female', 54.54598252156982, 1.5775197616541967, 0.069959693, 41, 21.918617214904614, 93.66666666666667, 'Low Risk'),
(155476, 74, 14, '38:46.1', 36.66300398211745, 99.93353894641956, 120, 78, 39, 'Female', 97.93112113662605, 1.5820612262034004, 0.12601723933521125, 42, 39.12678400047277, 92, 'High Risk'),
(155477, 98, 16, '37:46.1', 36.08039131023323, 96.91647542602128, 122, 81, 72, 'Male', 95.82683804208682, 1.7152617207253176, 0.10622568574907776, 41, 32.57064558968563, 94.66666666666667, 'High Risk'),
(155478, 65, 16, '36:46.1', 37.48566076422371, 96.49998793884048, 116, 71, 70, 'Male', 93.81023476290514, 1.9451756082255984, 0.07651087, 45, 24.79320051187223, 86, 'Low Risk'),
(155479, 98, 18, '35:46.1', 36.596021997557436, 98.72615636678783, 119, 87, 88, 'Male', 95.74292199067804, 1.6536921769815005, 0.14241200240950913, 32, 35.01042105024022, 97.66666666666667, 'High Risk'),
(155480, 75, 12, '34:46.1', 37.22844179168553, 97.19256172822313, 125, 78, 69, 'Male', 95.16919773109345, 1.7232477971406732, 0.059519452767586946, 47, 32.04800090831299, 93.66666666666667, 'High Risk'),
(155481, 97, 13, '33:46.1', 36.474729333677686, 99.89303366, 119, 75, 70, 'Female', 80.55143199323732, 1.6778469971211076, 0.10403548339667215, 44, 28.61334, 89.66666666666667, 'High Risk'),
(155482, 85, 19, '32:46.1', 36.62704685727008, 98.85870375296149, 122, 77, 51, 'Male', 90.33602386238071, 1.5325652255806133, 0.095059959, 45, 38.46121832094494, 92, 'High Risk'),
(155483, 82, 13, '31:46.1', 36.94150156642908, 98.65554483327375, 131, 87, 50, 'Male', 75.85601293, 1.8285406602247407, 0.058847075767658956, 44, 22.687193131698294, 101.66666666666667, 'Low Risk'),
(155484, 79, 17, '30:46.1', 36.86081560695384, 98.01414793810235, 128, 89, 35, 'Female', 66.86953717534983, 1.549589466608434, 0.1439192329030377, 39, 27.848063857741835, 102, 'Low Risk'),
(155485, 91, 19, '29:46.1', 37.40749468218374, 97.51717786, 133, 86, 88, 'Female', 51.44722665104746, 1.9218956588806404, 0.11018882952750647, 47, 13.928436120490632, 101.66666666666667, 'High Risk'),
(155486, 74, 19, '28:46.1', 37.17070208435923, 96.20403127, 125, 78, 47, 'Male', 75.67060831581432, 1.782110406473686, 0.064969384, 47, 23.826377195024936, 93.66666666666667, 'Low Risk'),
(155487, 90, 16, '27:46.1', 37.421556101648065, 95.26215742562361, 128, 88, 35, 'Male', 61.292227003717265, 1.755170283787126, 0.14277219456697965, 40, 19.89605104985355, 101.33333333333333, 'Low Risk'),
(155488, 90, 17, '26:46.1', 36.634399744871835, 95.05467942638471, 120, 77, 84, 'Female', 73.46706641965864, 1.9692679024520325, 0.13920329723299357, 43, 18.944497666514376, 91.33333333333333, 'Low Risk'),
(155489, 92, 13, '25:46.1', 36.61286077711258, 95.30190944138144, 126, 87, 81, 'Male', 83.65993379807767, 1.8961395411240856, 0.11916757250818003, 39, 23.268957523874366, 100, 'High Risk'),
(155490, 69, 13, '24:46.1', 36.67045023867831, 96.10542790019224, 132, 86, 78, 'Female', 55.41845033538521, 1.8664459955897312, 0.12184393448976095, 46, 15.90829077917726, 101.33333333333333, 'High Risk'),
(155491, 69, 13, '23:46.1', 37.23117348298414, 96.20727531504411, 113, 86, 48, 'Male', 54.76968693, 1.968161820959844, 0.070341625, 27, 14.13899863389326, 95, 'High Risk'),
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(155494, 88, 19, '20:46.1', 36.71064495584438, 95.38473229793709, 124, 83, 67, 'Male', 67.99444096116741, 1.7682715057169194, 0.064971056, 41, 21.74580604, 96.66666666666667, 'Low Risk'),
(155495, 61, 18, '19:46.1', 37.49919392874369, 96.95167722375388, 127, 78, 20, 'Male', 50.28171331223015, 1.8465644618340702, 0.055909049, 49, 14.74623400659949, 94.33333333333333, 'High Risk'),
(155496, 76, 15, '18:46.1', 36.71251606428985, 97.29443569125485, 134, 74, 80, 'Male', 92.19067709483457, 1.573000736768098, 0.14578538552064618, 60, 37.25882481012481, 94, 'High Risk'),
(155497, 89, 19, '17:46.1', 36.28732736436187, 99.27559907369513, 133, 72, 73, 'Male', 94.56690284275501, 1.716140965691824, 0.0744656, 61, 32.109478262861145, 92.33333333333333, 'High Risk'),
(155498, 70, 14, '16:46.1', 36.30261423592331, 96.57270411617336, 119, 75, 36, 'Female', 65.00716603, 1.6973988349075857, 0.088466597, 44, 22.562822871043906, 89.66666666666667, 'Low Risk'),
(155499, 88, 13, '15:46.1', 36.40890672016545, 99.07457380374724, 135, 74, 75, 'Male', 85.14685403677028, 1.6826179379405324, 0.13375840250732324, 61, 30.074441951029886, 94.33333333333333, 'High Risk'),
(155500, 79, 16, '14:46.1', 36.25944499008547, 97.31087308643637, 117, 80, 35, 'Male', 65.98986343367719, 1.745154635143147, 0.083941605, 37, 21.667529644505162, 92.33333333333333, 'Low Risk'),
(155501, 68, 18, '13:46.1', 36.96450883783689, 95.50318057486186, 116, 70, 46, 'Male', 57.94555770409119, 1.8072010476209066, 0.11576458938379067, 46, 17.742189266059132, 85.33333333333333, 'High Risk'),
(155502, 68, 18, '12:46.1', 37.082480175930534, 97.74354778991334, 131, 83, 57, 'Female', 71.66762125, 1.9362675770403144, 0.1019173068542924, 48, 19.115789671405587, 99, 'Low Risk'),
(155503, 87, 19, '11:46.1', 36.412412011463864, 98.36722724198057, 127, 73, 51, 'Male', 63.81846519238588, 1.8891404644009748, 0.050521039, 54, 17.882072627292953, 91, 'High Risk'),
(155504, 71, 16, '10:46.1', 36.77977195032403, 96.11189261454035, 110, 84, 58, 'Male', 98.39210742673777, 1.9718431497594078, 0.068695949, 26, 25.30553541863063, 92.66666666666667, 'Low Risk'),
(155505, 71, 18, '09:46.1', 36.49980158873168, 99.59954478298225, 130, 77, 20, 'Female', 67.31250229949495, 1.5864464217156877, 0.12215510069889113, 53, 26.745142521823723, 94.66666666666666, 'Low Risk'),
(155506, 91, 16, '08:46.1', 37.230906519075006, 95.28054585639823, 118, 74, 53, 'Male', 88.02317877373918, 1.8227037082682278, 0.13671864253464022, 44, 26.495059177448876, 88.66666666666667, 'High Risk'),
(155507, 78, 19, '07:46.1', 37.11381587832935, 96.7922004, 112, 85, 69, 'Male', 50.69005189677501, 1.6271515712143996, 0.1091216845892865, 27, 19.145500144686643, 94, 'Low Risk'),
(155508, 98, 19, '06:46.1', 36.44490673, 96.89578500717306, 135, 73, 60, 'Female', 65.74602658238416, 1.7762619304046465, 0.12037055224581154, 62, 20.83797416031334, 93.66666666666666, 'High Risk'),
(155509, 93, 15, '05:46.1', 36.980600407912924, 98.73128956532909, 115, 80, 76, 'Female', 86.15682770881807, 1.904156074601247, 0.14970886786967041, 35, 23.76208881299335, 91.66666666666667, 'High Risk'),
(155510, 74, 16, '04:46.1', 36.94249344361373, 95.34015553, 110, 71, 48, 'Male', 87.87724849771193, 1.8815139143835637, 0.090022348, 39, 24.823418066005097, 84, 'Low Risk'),
(155511, 78, 19, '03:46.1', 36.56575813365039, 99.31265505050492, 117, 80, 47, 'Female', 51.54828271, 1.8760994481398263, 0.10803769881764072, 37, 14.645442236676145, 92.33333333333333, 'High Risk'),
(155512, 63, 12, '02:46.1', 37.055424319769045, 95.05343971340663, 139, 79, 63, 'Female', 72.16196196692685, 1.651148530289367, 0.081709731, 60, 26.46890942712176, 99, 'Low Risk'),
(155513, 94, 14, '01:46.1', 37.445869406397215, 99.66770682847972, 136, 86, 40, 'Female', 58.95921654976931, 1.6819279387676835, 0.057370227, 50, 20.841882082666714, 102.66666666666666, 'High Risk'),
(155514, 82, 14, '00:46.1', 36.219156027390554, 98.26439715521919, 116, 87, 87, 'Female', 64.42661530812654, 1.9062657449875542, 0.11816515497962445, 29, 17.729579215693864, 96.66666666666667, 'High Risk'),
(155515, 79, 14, '59:46.1', 36.99898519818513, 99.07849043258733, 138, 86, 62, 'Male', 56.90142851320344, 1.8932122881615738, 0.099567351, 52, 15.875395011335723, 103.33333333333333, 'High Risk'),
(155516, 87, 16, '58:46.1', 36.84395678056774, 96.71646464370332, 120, 75, 87, 'Female', 96.45253432, 1.5517949885236881, 0.097476857, 45, 40.053913297007306, 90, 'High Risk'),
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(155691, 78, 18, '03:46.1', 36.829065717937866, 97.18776143590223, 111, 79, 40, 'Female', 98.9734742, 1.952194884408806, 0.08355342, 32, 25.97003138616905, 89.66666666666667, 'Low Risk'),
(155692, 68, 19, '02:46.1', 36.89281232984266, 97.60644164434326, 131, 85, 71, 'Male', 95.30232485, 1.7410030253871822, 0.11908598890434838, 46, 31.441585900461416, 100.33333333333333, 'High Risk'),
(155693, 85, 18, '01:46.1', 37.33197304410351, 98.30919106766542, 113, 86, 24, 'Female', 82.55800610955683, 1.911288937398393, 0.086941473, 27, 22.599899266879348, 95, 'Low Risk'),
(155694, 98, 16, '00:46.1', 36.20501167759353, 97.62476553092446, 112, 73, 51, 'Male', 88.76802743, 1.5597576863911833, 0.14197079685286051, 39, 36.48734812519959, 86, 'High Risk'),
(155695, 87, 14, '59:46.1', 36.293988752220606, 96.44681686, 120, 82, 62, 'Male', 96.02198314693189, 1.9318772306776975, 0.057755108, 38, 25.728331538906183, 94.66666666666667, 'Low Risk'),
(155696, 93, 14, '58:46.1', 37.177603497319126, 98.49628094612795, 114, 70, 62, 'Female', 62.36805386, 1.565044678843845, 0.13325001579465923, 44, 25.462949687129232, 84.66666666666667, 'High Risk'),
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(155699, 63, 16, '55:46.1', 36.472362115886476, 98.40208023219856, 122, 73, 64, 'Male', 56.82630921077149, 1.505616890315131, 0.063578908, 49, 25.068046632210557, 89.33333333333333, 'Low Risk'),
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(155701, 64, 16, '53:46.1', 37.007619087949124, 98.59573338133693, 125, 78, 53, 'Male', 53.92896382220817, 1.6819131099992652, 0.11436527295817803, 47, 19.064041045437087, 93.66666666666667, 'Low Risk'),
(155702, 85, 18, '52:46.1', 36.30845751818264, 97.42095446202657, 135, 87, 74, 'Male', 59.82792685219657, 1.6483249245045046, 0.06658395, 48, 22.02005009347443, 103, 'Low Risk'),
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(155704, 84, 14, '50:46.1', 36.19570896871969, 95.81140091497954, 123, 89, 76, 'Female', 60.22653186992752, 1.9332459737870566, 0.076051407, 34, 16.114380952699936, 100.33333333333333, 'High Risk'),
(155705, 61, 16, '49:46.1', 36.04355035767353, 97.46376614840318, 139, 87, 35, 'Female', 95.15660437389829, 1.542239990909863, 0.087576427, 52, 40.006910558116424, 104.33333333333333, 'High Risk'),
(155706, 92, 19, '48:46.1', 36.50384021928208, 95.81578718285077, 115, 85, 79, 'Male', 59.06493609575358, 1.7307979883648414, 0.079649614, 30, 19.716824686362678, 95, 'High Risk'),
(155707, 65, 13, '47:46.1', 37.353840163301356, 97.01623297992198, 135, 77, 26, 'Female', 56.83166891887438, 1.8500645106930536, 0.070211002, 58, 16.604150653700213, 96.33333333333333, 'High Risk'),
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(155711, 77, 16, '43:46.1', 37.15863595618506, 99.08411624016652, 120, 86, 43, 'Female', 71.0559487, 1.6753861222106217, 0.060142547, 34, 25.31457350283276, 97.33333333333333, 'Low Risk'),
(155712, 81, 19, '42:46.1', 37.21226377462181, 96.29451606536615, 111, 76, 39, 'Female', 93.44984053138239, 1.625986694112002, 0.087598915, 35, 35.34635133727063, 87.66666666666667, 'High Risk'),
(155713, 80, 15, '41:46.1', 36.57247173711132, 99.29569614368835, 133, 78, 82, 'Female', 58.60652335, 1.8617551903393994, 0.14162854978355205, 55, 16.908333778630638, 96.33333333333333, 'High Risk'),
(155714, 94, 18, '40:46.1', 37.02486261334329, 96.42384693260824, 121, 77, 29, 'Male', 74.45518897765797, 1.9797565605214804, 0.13980355114391535, 44, 18.99640362495241, 91.66666666666667, 'High Risk'),
(155715, 70, 18, '39:46.1', 36.80503561566439, 96.06628484382453, 113, 86, 80, 'Female', 54.366358314616676, 1.5932921133424516, 0.11010668944166488, 27, 21.416052867309418, 95, 'Low Risk'),
(155716, 88, 18, '38:46.1', 36.14911703961733, 99.20617366787039, 120, 74, 29, 'Male', 60.43388187048036, 1.646863852968093, 0.065955435, 46, 22.282560619700824, 89.33333333333333, 'Low Risk'),
(155717, 74, 12, '37:46.1', 37.49049956752988, 97.11694758994656, 129, 70, 71, 'Female', 81.92188514893171, 1.6739035993262958, 0.086259533, 59, 29.237420310744923, 89.66666666666666, 'Low Risk'),
(155718, 64, 16, '36:46.1', 36.78038807425763, 97.80669221324045, 111, 83, 18, 'Male', 84.61621528387535, 1.6424094026978993, 0.1424260685336628, 28, 31.36828325171004, 92.33333333333333, 'High Risk'),
(155719, 82, 14, '35:46.1', 36.941563903548136, 98.54759696293648, 133, 80, 73, 'Female', 62.33641506076488, 1.5897309684778467, 0.097591754, 53, 24.66576295833401, 97.66666666666666, 'Low Risk'),
(155720, 90, 19, '34:46.1', 36.374065887419405, 97.43855248189764, 113, 86, 30, 'Female', 50.84406611719455, 1.9021377700260396, 0.11867669295837824, 27, 14.052588732599498, 95, 'High Risk'),
(155721, 67, 16, '33:46.1', 37.34668600514973, 96.18592413367806, 136, 81, 78, 'Female', 80.69660811369877, 1.5043965800123948, 0.058362104705740186, 55, 35.65583453382632, 99.33333333333333, 'High Risk'),
(155722, 95, 18, '32:46.1', 36.40462775091639, 95.56251242951299, 115, 79, 50, 'Male', 80.76784840215655, 1.5525418223540994, 0.12186121860265361, 36, 33.50826162736332, 91, 'High Risk'),
(155723, 81, 19, '31:46.1', 36.751410578115184, 95.86164154506373, 134, 82, 51, 'Female', 77.11961772672396, 1.6296561863568126, 0.089323975, 52, 29.038413749618503, 99.33333333333333, 'Low Risk'),
(155724, 76, 16, '30:46.1', 37.13558681348398, 95.77703466524612, 119, 78, 42, 'Male', 86.85071049, 1.9546151298081282, 0.050367762, 41, 22.732691765704445, 91.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(155727, 91, 18, '27:46.1', 36.74934717059519, 97.56706642626236, 119, 76, 59, 'Female', 94.24417476081926, 1.9258562716120424, 0.050266909, 43, 25.410123246791006, 90.33333333333333, 'High Risk'),
(155728, 64, 13, '26:46.1', 36.16004782, 96.13148068495977, 132, 76, 89, 'Female', 72.82433613019968, 1.549920402618875, 0.084620841, 56, 30.315011956032887, 94.66666666666666, 'High Risk'),
(155729, 62, 14, '25:46.1', 36.637116340709284, 98.24672245, 122, 70, 65, 'Male', 91.93313345682847, 1.953676152816699, 0.10945629977512544, 52, 24.086123680748866, 87.33333333333333, 'Low Risk'),
(155730, 84, 13, '24:46.1', 36.41814208626773, 98.41130040379106, 138, 83, 20, 'Female', 55.59866531546646, 1.6714540151769985, 0.067720196, 55, 19.901027530081738, 101.33333333333333, 'Low Risk'),
(155731, 83, 16, '23:46.1', 36.327550947663156, 99.25296337, 129, 87, 57, 'Female', 73.50492550745392, 1.7107977635244744, 0.096113234, 42, 25.11418529, 101, 'Low Risk'),
(155732, 96, 18, '22:46.1', 37.065654108619626, 99.21457487366904, 134, 83, 20, 'Male', 66.55730528671353, 1.6256986823733979, 0.059712902, 51, 25.183473016787943, 100, 'High Risk'),
(155733, 63, 18, '21:46.1', 36.254643981041916, 96.27362343988376, 117, 86, 42, 'Female', 83.04764239823359, 1.7175343107988192, 0.057354288312123664, 31, 28.152467431722524, 96.33333333333333, 'Low Risk'),
(155734, 93, 18, '20:46.1', 36.75377895391078, 99.20145433490606, 122, 82, 54, 'Female', 64.41578431532595, 1.6716818669288283, 0.10810245949429198, 40, 23.050748688464633, 95.33333333333333, 'High Risk'),
(155735, 85, 17, '19:46.1', 37.07655506397306, 95.62789365370872, 128, 70, 38, 'Female', 98.39442542044364, 1.8492194071471875, 0.14082933545577142, 58, 28.773560701408872, 89.33333333333333, 'Low Risk'),
(155736, 62, 16, '18:46.1', 36.84801547547453, 98.46352260646661, 111, 80, 74, 'Female', 70.92768919075758, 1.813243400402451, 0.1317906518690785, 31, 21.572655092744352, 90.33333333333333, 'Low Risk'),
(155737, 66, 16, '17:46.1', 36.298963986246726, 97.59532286641465, 126, 84, 24, 'Male', 80.91743442427524, 1.5485245660210223, 0.11079485874612048, 42, 33.744725961545285, 98, 'High Risk'),
(155738, 71, 15, '16:46.1', 36.551501514972976, 97.34670742728622, 126, 74, 85, 'Female', 64.41816894277889, 1.6624696408896906, 0.1403383267217745, 52, 23.30778104464296, 91.33333333333333, 'Low Risk'),
(155739, 69, 16, '15:46.1', 37.07243494095748, 95.01226775499492, 121, 87, 82, 'Female', 56.76788978121735, 1.9051282468548274, 0.14515224640942231, 34, 15.640632729155412, 98.33333333333333, 'High Risk'),
(155740, 96, 18, '14:46.1', 36.685979911816474, 99.47816054630681, 116, 71, 41, 'Male', 56.625044404434085, 1.8417574277541393, 0.050383651739648455, 45, 16.693357551100004, 86, 'High Risk'),
(155741, 73, 16, '13:46.1', 37.15336502795249, 97.98496119509869, 113, 86, 78, 'Male', 70.07435517709679, 1.8706533793667455, 0.13559110155819043, 27, 20.024997216829515, 95, 'Low Risk'),
(155742, 77, 15, '12:46.1', 37.21599726993116, 95.53946250249363, 122, 82, 38, 'Male', 87.41794724989168, 1.9199602875604755, 0.064353305, 40, 23.714616859591295, 95.33333333333333, 'Low Risk'),
(155743, 99, 13, '11:46.1', 37.35819956716371, 97.13273218, 114, 88, 69, 'Male', 96.37156408713267, 1.9407588484374263, 0.11615402876536936, 26, 25.586198079800702, 96.66666666666667, 'High Risk'),
(155744, 68, 19, '10:46.1', 36.05496292579893, 97.39322665, 113, 79, 60, 'Female', 74.09206563024202, 1.9821311719562655, 0.1323085889989828, 34, 18.858490170095873, 90.33333333333333, 'Low Risk'),
(155745, 60, 17, '09:46.1', 36.81431869223238, 95.20963090064566, 126, 80, 60, 'Male', 85.93710640952744, 1.6752420678972582, 0.083708578, 46, 30.621438307025134, 95.33333333333333, 'High Risk'),
(155746, 60, 18, '08:46.1', 36.69282430633472, 96.87232713501196, 132, 87, 29, 'Female', 57.72801173868433, 1.650068484640009, 0.10774335973780105, 45, 21.202284641873273, 102, 'Low Risk'),
(155747, 94, 14, '07:46.1', 37.34988486126546, 98.69958588155316, 120, 84, 72, 'Female', 67.64650322359928, 1.9515281193432041, 0.10247627252528728, 36, 17.762157850903836, 96, 'High Risk'),
(155748, 70, 18, '06:46.1', 36.932202611743136, 99.02641239874556, 137, 70, 35, 'Female', 93.82659864, 1.7777409729009233, 0.059784985563973325, 67, 29.688551483367604, 92.33333333333333, 'Low Risk'),
(155749, 67, 16, '05:46.1', 37.04901500557444, 97.84798006, 121, 71, 26, 'Male', 52.69466218417085, 1.672757808561882, 0.076107701, 50, 18.832175506295943, 87.66666666666666, 'Low Risk'),
(155750, 66, 14, '04:46.1', 36.97720057188915, 96.99348872763164, 139, 76, 31, 'Male', 53.442115866077714, 1.8467911407691804, 0.075866223, 63, 15.669245292098703, 97, 'High Risk'),
(155751, 62, 15, '03:46.1', 37.40120371724242, 95.16732450247962, 111, 76, 42, 'Female', 52.99493506639972, 1.9466728312414163, 0.05778372, 35, 13.984547840729828, 87.66666666666667, 'High Risk'),
(155752, 91, 13, '02:46.1', 36.46763036537258, 96.39614209, 123, 72, 66, 'Female', 83.27396481715255, 1.9528919185676605, 0.052970053972021584, 51, 21.834981394693383, 89, 'High Risk'),
(155753, 80, 12, '01:46.1', 36.660270307288904, 97.17447853760413, 136, 71, 88, 'Male', 59.38864172974265, 1.5256257603094547, 0.098831912, 65, 25.515692890891074, 92.66666666666666, 'Low Risk'),
(155754, 72, 16, '00:46.1', 36.355505797822225, 99.22957919, 127, 72, 32, 'Male', 81.51832464445707, 1.938600718887503, 0.091537815, 55, 21.690946671796436, 90.33333333333333, 'Low Risk'),
(155755, 61, 16, '59:46.1', 36.95217492383683, 99.14854172676328, 124, 88, 55, 'Male', 82.24592469345004, 1.8675610167494678, 0.092264309, 36, 23.581139521839905, 100, 'Low Risk'),
(155756, 97, 17, '58:46.1', 37.36071375382223, 98.37330870934973, 114, 70, 45, 'Female', 51.68096379262526, 1.7191985261569462, 0.10580356273082578, 44, 17.485519660175182, 84.66666666666667, 'High Risk'),
(155757, 78, 18, '57:46.1', 36.70344709681059, 96.04651795, 128, 83, 76, 'Male', 94.09515441144158, 1.7901199567781463, 0.1290709365040763, 45, 29.363173469330615, 98, 'Low Risk'),
(155758, 74, 13, '56:46.1', 36.04372384, 96.61263372761812, 110, 76, 19, 'Female', 85.12131262502317, 1.654753637786329, 0.072964966, 34, 31.086485333369136, 87.33333333333333, 'High Risk'),
(155759, 68, 17, '55:46.1', 37.10620771, 98.50861562092989, 130, 74, 86, 'Male', 69.02175069424526, 1.6550934144234961, 0.10348420166234494, 56, 25.196542441038112, 92.66666666666666, 'Low Risk'),
(155760, 95, 16, '54:46.1', 36.87187915519692, 99.38813992812796, 127, 89, 58, 'Female', 60.86875905949133, 1.5266481826367728, 0.10264050311306405, 38, 26.11659279700388, 101.66666666666667, 'High Risk'),
(155761, 74, 17, '53:46.1', 36.447194117398496, 95.77785078044343, 134, 73, 76, 'Female', 65.21862365745208, 1.5608623179630576, 0.10747472209250528, 61, 26.769634233231415, 93.33333333333333, 'Low Risk'),
(155762, 87, 14, '52:46.1', 37.27577266529284, 95.81176378808325, 135, 87, 21, 'Male', 54.67382077295712, 1.979482628559707, 0.057852946, 48, 13.95327118996255, 103, 'High Risk'),
(155763, 83, 17, '51:46.1', 36.97538565247404, 95.91929093985534, 120, 70, 73, 'Female', 80.81399322946667, 1.9829190066443911, 0.14236901762090617, 50, 20.553065947913883, 86.66666666666666, 'Low Risk'),
(155764, 99, 18, '50:46.1', 36.11200305506388, 96.06604224871874, 138, 72, 35, 'Female', 77.35084667080437, 1.8211012649681924, 0.11741879812838842, 66, 23.32366955013634, 94, 'High Risk'),
(155765, 87, 13, '49:46.1', 37.309127955620816, 95.93832488198377, 133, 75, 29, 'Female', 59.582368845217346, 1.9068955927578712, 0.1316971077226165, 58, 16.385659871893154, 94.33333333333333, 'High Risk'),
(155766, 94, 14, '48:46.1', 36.85388662952519, 98.15715526009244, 115, 72, 87, 'Male', 88.2613908, 1.737588372, 0.085421022, 43, 29.233240768575815, 86.33333333333333, 'High Risk'),
(155767, 98, 18, '47:46.1', 37.457093243382346, 97.72547378711927, 125, 77, 18, 'Female', 51.704833885483616, 1.9755598261663192, 0.1456538180978766, 48, 13.248013901206196, 93, 'High Risk'),
(155768, 67, 19, '46:46.1', 37.156917656765074, 97.50212557541974, 114, 77, 62, 'Male', 84.32238367131569, 1.970208589311354, 0.13722614138887862, 37, 21.722932801690995, 89.33333333333333, 'Low Risk'),
(155769, 61, 16, '45:46.1', 36.33135490737049, 97.84662013199193, 132, 71, 39, 'Female', 52.50782702616701, 1.5187596411161552, 0.1000870849871075, 61, 22.763862316095114, 91.33333333333333, 'Low Risk'),
(155770, 72, 14, '44:46.1', 37.464321196548354, 98.03881851, 114, 79, 63, 'Male', 80.40691318931457, 1.6931551462279453, 0.14193563424156813, 35, 28.047869624549996, 90.66666666666667, 'Low Risk'),
(155771, 88, 17, '43:46.1', 37.100325291924854, 98.52507813514119, 138, 87, 23, 'Male', 57.77383846417292, 1.606320238715353, 0.10736797773787818, 51, 22.390663351629435, 104, 'Low Risk'),
(155772, 69, 18, '42:46.1', 36.140584903909286, 97.90621763332489, 138, 78, 56, 'Female', 53.743791350602585, 1.986019845174296, 0.14978054491015136, 60, 13.62577247512061, 98, 'High Risk'),
(155773, 63, 16, '41:46.1', 36.28406042715034, 96.56017317007618, 113, 84, 87, 'Female', 72.23326630812736, 1.6017218942820555, 0.11108828705570081, 29, 28.155486079609826, 93.66666666666667, 'Low Risk'),
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(155950, 72, 13, '44:46.1', 36.226211976551916, 97.24745613810578, 121, 88, 63, 'Male', 63.04102138344461, 1.7347923696321992, 0.12464380284937857, 33, 20.947308770095578, 99, 'Low Risk'),
(155951, 62, 18, '43:46.1', 37.29626313874445, 98.10470774872333, 137, 75, 56, 'Female', 95.21445983, 1.681218374634917, 0.064529227, 62, 33.68640394065263, 95.66666666666666, 'High Risk'),
(155952, 63, 17, '42:46.1', 37.101949002128265, 95.75952010888022, 134, 74, 40, 'Female', 66.89642903437434, 1.8904561037308953, 0.13340415238506587, 60, 18.718443826756175, 94, 'Low Risk'),
(155953, 95, 13, '41:46.1', 36.095716896863195, 99.98614912389942, 121, 87, 74, 'Female', 79.71732024, 1.5319463293285076, 0.094500228, 34, 33.967656920220264, 98.33333333333333, 'High Risk'),
(155954, 91, 16, '40:46.1', 36.54062275684175, 97.02638820762539, 128, 75, 65, 'Male', 76.61559111085661, 1.5577529167938748, 0.065357926, 53, 31.57330249, 92.66666666666666, 'High Risk'),
(155955, 99, 15, '39:46.1', 36.747675195136026, 96.86461300832079, 118, 78, 51, 'Female', 90.16952758189385, 1.8295988703189237, 0.126487489, 40, 26.936925641566237, 91.33333333333333, 'High Risk'),
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(155957, 69, 15, '37:46.1', 36.72466890463604, 97.16092382064059, 136, 71, 56, 'Male', 83.76161901, 1.8107352497061517, 0.10400925559812377, 65, 25.546720168592387, 92.66666666666666, 'Low Risk'),
(155958, 84, 14, '36:46.1', 36.63878193012974, 99.93263838654903, 122, 87, 25, 'Male', 84.68190769746596, 1.9445008699409283, 0.085846435, 35, 22.396200643087898, 98.66666666666667, 'Low Risk'),
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(155960, 61, 19, '34:46.1', 37.23769103105009, 99.82040085713331, 133, 86, 50, 'Male', 66.61454443325155, 1.9963366796465114, 0.12440310095147941, 47, 16.71481174052425, 101.66666666666667, 'High Risk'),
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(155965, 64, 12, '29:46.1', 36.31312101, 96.34666834, 132, 71, 35, 'Male', 97.13619801394623, 1.8729811298850016, 0.089461196, 61, 27.68944793665649, 91.33333333333333, 'Low Risk'),
(155966, 78, 19, '28:46.1', 36.02062663727437, 96.04390292582612, 114, 88, 79, 'Male', 74.61480044477038, 1.5791617268097369, 0.061742799, 26, 29.92070087284997, 96.66666666666667, 'Low Risk'),
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(155968, 67, 15, '26:46.1', 36.65399926078159, 98.04096798, 129, 87, 24, 'Male', 59.23924436894272, 1.907472341851276, 0.13634012773053145, 42, 16.281447430432678, 101, 'High Risk'),
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(155971, 82, 15, '23:46.1', 36.838192224243436, 96.03658434458849, 118, 74, 81, 'Male', 88.43804844601203, 1.5940149807731854, 0.12081386129008283, 44, 34.806019022010474, 88.66666666666667, 'High Risk'),
(155972, 77, 17, '22:46.1', 37.22543091909681, 95.15030164127022, 134, 81, 28, 'Male', 74.67899723681849, 1.903943316959889, 0.10000515382379552, 53, 20.60110181, 98.66666666666666, 'Low Risk'),
(155973, 76, 16, '21:46.1', 36.832868298048716, 96.21564522957983, 119, 82, 49, 'Male', 63.76982234025736, 1.706758985, 0.1374998151954591, 37, 21.891262641604378, 94.33333333333333, 'Low Risk'),
(155974, 98, 14, '20:46.1', 36.35792017302326, 96.13662335561798, 111, 78, 41, 'Male', 72.33960930967925, 1.9834215898308456, 0.11858454955551066, 33, 18.388490779823364, 89, 'High Risk'),
(155975, 99, 13, '19:46.1', 36.87366522, 96.46526808469388, 128, 85, 45, 'Male', 62.48769723692785, 1.8554553248206407, 0.127424751, 43, 18.15070576409945, 99.33333333333333, 'High Risk'),
(155976, 63, 15, '18:46.1', 36.64182199968235, 98.37942751, 123, 82, 72, 'Male', 50.29806358496712, 1.9839557999357558, 0.067419325, 41, 12.778717839072213, 95.66666666666667, 'High Risk'),
(155977, 76, 19, '17:46.1', 37.18872927689139, 96.41423496, 131, 88, 32, 'Female', 75.7609436, 1.7876966192100574, 0.068605868, 43, 23.705970383175085, 102.33333333333333, 'Low Risk'),
(155978, 87, 16, '16:46.1', 37.417026646571536, 99.04611594613198, 128, 87, 47, 'Female', 93.13283472645452, 1.997137596236735, 0.096819049, 41, 23.34999797498201, 100.66666666666667, 'Low Risk'),
(155979, 90, 15, '15:46.1', 36.99606400139846, 98.89544983883984, 131, 77, 75, 'Female', 81.70452611343383, 1.6921815120132362, 0.147395543, 54, 28.533314528999103, 95, 'Low Risk'),
(155980, 90, 17, '14:46.1', 37.45948545402284, 96.46489714, 133, 77, 21, 'Male', 52.16870994111267, 1.8660277458631631, 0.11615715185928337, 56, 14.982141809181723, 95.66666666666666, 'High Risk'),
(155981, 92, 18, '13:46.1', 37.38097069975929, 99.10725800840802, 128, 70, 46, 'Male', 80.06231546844717, 1.734498037296938, 0.07725066, 58, 26.61218418790363, 89.33333333333333, 'High Risk'),
(155982, 72, 16, '12:46.1', 36.62650194335147, 97.32135001790792, 135, 73, 71, 'Male', 60.38944386503846, 1.5576594555698895, 0.077644409, 62, 24.889490049107135, 93.66666666666666, 'Low Risk'),
(155983, 86, 12, '11:46.1', 36.45017372376092, 98.70855107265677, 115, 81, 32, 'Male', 73.69964604245735, 1.8012135215661276, 0.11678219077708564, 34, 22.71616450307428, 92.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(155986, 96, 18, '08:46.1', 36.64077151, 96.81947442263429, 133, 82, 58, 'Female', 76.77822590436094, 1.8990491091816712, 0.1388963745350052, 51, 21.289510763354834, 99, 'High Risk'),
(155987, 67, 14, '07:46.1', 37.25709010862274, 99.17030815676975, 139, 70, 74, 'Female', 60.58827185072626, 1.5893772308153848, 0.062119631452918836, 69, 23.984716595578785, 93, 'Low Risk'),
(155988, 82, 14, '06:46.1', 36.07216147220969, 98.81347254601408, 123, 71, 78, 'Female', 55.232189992424196, 1.916370528931888, 0.053354650947624906, 52, 15.039496494974966, 88.33333333333333, 'High Risk'),
(155989, 90, 13, '05:46.1', 37.36173209462896, 96.72686916241697, 114, 71, 34, 'Male', 88.21792914407291, 1.8620631661611722, 0.065391092, 43, 25.442983726062295, 85.33333333333333, 'Low Risk'),
(155990, 62, 12, '04:46.1', 36.21001379372092, 98.36167998326887, 110, 78, 51, 'Male', 92.40736147316647, 1.6320752204298676, 0.079248036, 32, 34.69175158591341, 88.66666666666667, 'High Risk'),
(155991, 81, 12, '03:46.1', 36.62011064638425, 97.87641095564065, 127, 70, 59, 'Male', 83.71806431013033, 1.5707309175008826, 0.10036491300073705, 57, 33.93247936831137, 89, 'High Risk'),
(155992, 60, 17, '02:46.1', 37.16745425772742, 97.23329506469365, 135, 76, 53, 'Female', 74.36299167, 1.9156060336229057, 0.11386170361233271, 59, 20.26489981, 95.66666666666666, 'Low Risk'),
(155993, 91, 12, '01:46.1', 37.28037078809341, 96.82682648353894, 116, 77, 22, 'Male', 61.029294522919685, 1.5978695425598415, 0.089670541, 39, 23.90318168203717, 90, 'High Risk'),
(155994, 99, 12, '00:46.1', 36.93518703561577, 96.11623481189847, 131, 71, 43, 'Female', 74.57392836348774, 1.9567614515650689, 0.0854163, 60, 19.47651514721993, 91, 'High Risk'),
(155995, 61, 12, '59:46.1', 37.09285675134563, 99.63153485349625, 115, 71, 64, 'Male', 52.233428445363884, 1.8380758724271802, 0.11146907770442624, 44, 15.460433388652401, 85.66666666666667, 'High Risk'),
(155996, 65, 13, '58:46.1', 36.70528600826399, 99.05494104107143, 128, 82, 84, 'Male', 73.92946488612684, 1.6079508197804162, 0.092771239, 46, 28.593810841869825, 97.33333333333333, 'Low Risk'),
(155997, 63, 19, '57:46.1', 36.987341956068164, 96.25380168136749, 115, 83, 20, 'Male', 93.93537727685137, 1.9145329786266352, 0.099861989, 32, 25.627337045440566, 93.66666666666667, 'Low Risk'),
(155998, 84, 17, '56:46.1', 36.04391120669269, 97.96007263359267, 120, 73, 67, 'Female', 85.96867808816279, 1.8487720380917365, 0.14317074289600523, 47, 25.152057708137725, 88.66666666666667, 'Low Risk'),
(155999, 98, 16, '55:46.1', 36.73210278674591, 95.09801264390907, 134, 82, 60, 'Male', 88.50914918478338, 1.5462352208858061, 0.10429126075425664, 52, 37.020053562785286, 99.33333333333333, 'High Risk'),
(156000, 85, 19, '54:46.1', 36.44822928812965, 95.44496335532507, 110, 88, 29, 'Male', 88.97462582576921, 1.7265814312971788, 0.1298933489217805, 22, 29.846405727775892, 95.33333333333333, 'Low Risk'),
(156001, 79, 13, '53:46.1', 37.08730188569618, 97.17283053248191, 139, 75, 49, 'Female', 59.64749095381016, 1.554921739899558, 0.1011283712832203, 64, 24.670338515760754, 96.33333333333333, 'Low Risk'),
(156002, 66, 19, '52:46.1', 36.438824913281934, 96.37219203194131, 130, 73, 32, 'Female', 68.00477937919091, 1.643771155093861, 0.12085353165730024, 57, 25.168464797302043, 92, 'Low Risk'),
(156003, 66, 17, '51:46.1', 36.03856326359941, 97.80927213832017, 138, 84, 19, 'Female', 70.00390404974847, 1.9012427679796544, 0.098661561, 54, 19.366320314812857, 102, 'Low Risk'),
(156004, 78, 16, '50:46.1', 37.26017061, 96.06715391089826, 111, 81, 84, 'Female', 69.74214313608344, 1.6246557317927843, 0.10317199930493452, 30, 26.422420185362107, 91, 'Low Risk'),
(156005, 67, 19, '49:46.1', 36.15895053, 98.37465832196146, 111, 70, 21, 'Male', 99.75096463, 1.7807873001628853, 0.070869149, 41, 31.455240105330827, 83.66666666666667, 'High Risk'),
(156006, 90, 14, '48:46.1', 37.24535190019878, 97.62715769565204, 125, 70, 47, 'Male', 61.56115263160547, 1.630713493711329, 0.1395981455759858, 55, 23.15002225822391, 88.33333333333333, 'Low Risk'),
(156007, 79, 19, '47:46.1', 36.21522423142215, 98.52325024, 121, 78, 20, 'Male', 74.49948012, 1.8730129356506107, 0.13735416597789687, 43, 21.235949729747148, 92.33333333333333, 'Low Risk'),
(156008, 94, 17, '46:46.1', 36.76931425, 97.10512877, 127, 79, 85, 'Male', 72.25449148, 1.8638139153591922, 0.10958613052082831, 48, 20.79982825974343, 95, 'High Risk'),
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(156010, 83, 16, '44:46.1', 37.07413574170006, 95.37818383, 113, 77, 61, 'Male', 53.25478623, 1.7015009708432487, 0.11588231738009434, 36, 18.394764970310447, 89, 'High Risk'),
(156011, 67, 12, '43:46.1', 36.32303558966313, 95.90167110897478, 125, 74, 79, 'Female', 89.73756863682378, 1.9140776272999733, 0.056183693, 51, 24.493745692189016, 91, 'Low Risk'),
(156012, 92, 16, '42:46.1', 36.63772408819959, 97.46794207200911, 110, 81, 83, 'Female', 62.31711095767001, 1.9732099740301725, 0.099804769, 29, 16.00518531737329, 90.66666666666667, 'High Risk'),
(156013, 97, 12, '41:46.1', 36.37040081858701, 95.81589564319654, 137, 80, 23, 'Male', 68.81111520325456, 1.5787446666336196, 0.076865699, 57, 27.607990927172636, 99, 'High Risk'),
(156014, 85, 19, '40:46.1', 37.382118305445054, 98.55931299288471, 137, 79, 75, 'Female', 64.05449685, 1.862245206989635, 0.060887712514158414, 58, 18.470382692887537, 98.33333333333333, 'High Risk'),
(156015, 68, 18, '39:46.1', 36.547125732105705, 99.18825976440468, 128, 81, 76, 'Male', 64.31171354, 1.6313290070088813, 0.11025297986707315, 47, 24.16612203, 96.66666666666667, 'Low Risk'),
(156016, 91, 18, '38:46.1', 36.62309034942317, 96.04121443514947, 111, 81, 22, 'Male', 63.73163325, 1.6172416635161633, 0.13723314880566567, 30, 24.36717633043184, 91, 'High Risk'),
(156017, 75, 16, '37:46.1', 37.38775944580951, 98.48029848365427, 122, 84, 58, 'Female', 52.43929443140558, 1.9039227371934082, 0.10849562302332019, 38, 14.46632437356645, 96.66666666666667, 'High Risk'),
(156018, 87, 18, '36:46.1', 36.88278266021453, 95.35800319398263, 121, 89, 60, 'Male', 88.56724571152512, 1.6785001345153643, 0.14893991599045459, 32, 31.436224261161012, 99.66666666666667, 'High Risk'),
(156019, 86, 15, '35:46.1', 36.49464525416477, 99.62796268609112, 124, 75, 21, 'Male', 97.85593317427418, 1.8461194036819482, 0.05588891, 49, 28.712273937203967, 91.33333333333333, 'Low Risk'),
(156020, 98, 19, '34:46.1', 36.960754337891245, 99.96671822929434, 127, 80, 27, 'Female', 91.45644694012664, 1.603843704878594, 0.077297852, 47, 35.55414484873896, 95.66666666666667, 'High Risk'),
(156021, 88, 12, '33:46.1', 37.05990591866618, 98.95615023485917, 131, 76, 54, 'Male', 89.16188341981314, 1.6998094849602987, 0.1236983680176959, 55, 30.85877893039443, 94.33333333333333, 'High Risk'),
(156022, 64, 14, '32:46.1', 37.192373295777664, 99.30193053192947, 121, 75, 42, 'Male', 74.93286016238469, 1.737127610342247, 0.13883055477163242, 46, 24.831837841750314, 90.33333333333333, 'Low Risk'),
(156023, 87, 14, '31:46.1', 37.12655406645797, 98.61364889399688, 110, 85, 35, 'Female', 78.00490185649632, 1.962323505094572, 0.12165836788526939, 25, 20.257259095910715, 93.33333333333333, 'Low Risk'),
(156024, 89, 18, '30:46.1', 36.23435659127089, 96.15942523535568, 132, 86, 22, 'Male', 51.71542726434224, 1.5844157763711588, 0.051094412, 46, 20.60069161211253, 101.33333333333333, 'Low Risk'),
(156025, 86, 14, '29:46.1', 36.80267556, 99.09339006904277, 111, 88, 31, 'Male', 69.57633582504153, 1.8713526137716812, 0.077366222, 23, 19.867823676916757, 95.66666666666667, 'Low Risk'),
(156026, 93, 15, '28:46.1', 36.18994998258289, 96.59231309167643, 128, 71, 65, 'Male', 73.87964793590729, 1.5306217498417545, 0.12806894330595564, 57, 31.53472562296575, 90, 'High Risk'),
(156027, 71, 17, '27:46.1', 36.408343796113584, 97.26150354666724, 131, 73, 78, 'Female', 62.459007939757576, 1.964273349891935, 0.064829741, 58, 16.187926841933123, 92.33333333333333, 'High Risk'),
(156028, 69, 13, '26:46.1', 36.06730422, 96.03565045379122, 116, 77, 63, 'Male', 95.55124115, 1.8029860558569548, 0.10457100686935752, 39, 29.39351992986101, 90, 'Low Risk'),
(156029, 75, 18, '25:46.1', 36.576416113789655, 97.23313803950501, 124, 74, 59, 'Female', 95.38616025529922, 1.7076407519402175, 0.13461039199214136, 50, 32.710888885708385, 90.66666666666666, 'High Risk'),
(156030, 91, 17, '24:46.1', 37.43317371557255, 98.86057577827754, 139, 78, 64, 'Female', 64.2457042, 1.7319724596333463, 0.096247884, 61, 21.417172266050986, 98.33333333333333, 'High Risk'),
(156031, 90, 16, '23:46.1', 36.26855726467991, 97.49652635275469, 119, 79, 37, 'Male', 93.58228024208597, 1.7257193542405465, 0.12928937064677276, 40, 31.423407937274984, 92.33333333333333, 'High Risk'),
(156032, 67, 12, '22:46.1', 36.566626004579646, 99.91979247508888, 119, 89, 88, 'Male', 84.11648237066223, 1.6820273397312064, 0.067478532, 30, 29.73137548173663, 99, 'Low Risk'),
(156033, 98, 19, '21:46.1', 37.05502930727089, 96.45345450934711, 127, 79, 48, 'Female', 96.49864122, 1.6615244934654483, 0.062898111, 48, 34.954870899923016, 95, 'High Risk'),
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(156210, 69, 19, '24:46.1', 36.33409167718746, 96.08253026, 123, 72, 44, 'Female', 89.74143988, 1.7224694270249226, 0.078984495, 51, 30.247535085230485, 89, 'High Risk'),
(156211, 96, 13, '23:46.1', 36.11060583589899, 96.16203375, 132, 83, 81, 'Male', 62.42516230210728, 1.6229240260941165, 0.10225553390966899, 49, 23.700816115817844, 99.33333333333333, 'High Risk'),
(156212, 86, 19, '22:46.1', 36.43622851140711, 95.68923461409258, 130, 85, 61, 'Female', 64.18553118081566, 1.966200197, 0.11391830702308293, 45, 16.60281272652057, 100, 'High Risk'),
(156213, 86, 19, '21:46.1', 36.71527731, 96.18953652320302, 126, 73, 78, 'Female', 51.99189776919167, 1.535729705283366, 0.11966256617794914, 53, 22.04479682, 90.66666666666666, 'Low Risk'),
(156214, 96, 14, '20:46.1', 36.738415066916936, 97.07673928, 115, 73, 23, 'Male', 80.31256322, 1.5861737396671267, 0.12061553478994687, 42, 31.92140334794915, 87, 'High Risk'),
(156215, 73, 15, '19:46.1', 37.14873129074876, 98.10179946478162, 134, 72, 87, 'Female', 54.503980687376384, 1.5675602041463215, 0.087309473, 62, 22.18093060676427, 92.66666666666666, 'Low Risk'),
(156216, 83, 13, '18:46.1', 37.06267123451469, 95.19790465544612, 114, 84, 60, 'Female', 55.53684666003007, 1.9952997409451032, 0.069559137, 30, 13.949701831633881, 94, 'High Risk'),
(156217, 97, 17, '17:46.1', 36.09585980002073, 95.34434916454063, 132, 70, 32, 'Female', 77.52803356099724, 1.7228665873398787, 0.094144579, 62, 26.11893541518108, 90.66666666666666, 'High Risk'),
(156218, 63, 19, '16:46.1', 37.26008692448591, 99.49333167, 122, 76, 32, 'Female', 79.68232651814384, 1.7809468547849407, 0.13955982330743172, 46, 25.12233983580449, 91.33333333333333, 'Low Risk'),
(156219, 67, 19, '15:46.1', 36.41782207020469, 97.94540138, 130, 74, 30, 'Female', 75.86784787752362, 1.970408095552746, 0.13089693993459206, 56, 19.540937622294052, 92.66666666666666, 'Low Risk'),
(156220, 60, 17, '14:46.1', 36.667886507258835, 97.27297753115838, 133, 78, 55, 'Female', 55.25363493983742, 1.8312288528744833, 0.10835046157018122, 55, 16.47690391182648, 96.33333333333333, 'High Risk'),
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(156222, 65, 16, '12:46.1', 36.68810432075961, 97.94792816477745, 111, 72, 37, 'Male', 78.88589965, 1.5522076544329786, 0.086826233, 39, 32.741588150451825, 85, 'High Risk'),
(156223, 62, 18, '11:46.1', 37.037208939842245, 98.39267969, 137, 85, 55, 'Female', 68.01305101538584, 1.9326909027452162, 0.1408336925609029, 52, 18.20821834352772, 102.33333333333333, 'High Risk'),
(156224, 83, 13, '10:46.1', 36.11060728217364, 97.94659763635799, 131, 76, 48, 'Male', 71.78989886815265, 1.5884036623156628, 0.072375651, 55, 28.453885665495463, 94.33333333333333, 'Low Risk'),
(156225, 62, 19, '09:46.1', 36.88268474684137, 97.61956705, 129, 71, 21, 'Female', 72.37409824849368, 1.750340328943463, 0.12229312943299596, 58, 23.62316954880013, 90.33333333333333, 'Low Risk'),
(156226, 96, 19, '08:46.1', 36.78935724553807, 98.75866535489138, 126, 71, 57, 'Female', 92.96695071992323, 1.701579979, 0.097271216, 55, 32.10878355232057, 89.33333333333333, 'High Risk'),
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(156228, 96, 12, '06:46.1', 36.818728748974955, 95.53757682554206, 131, 89, 26, 'Female', 93.14177056101997, 1.5493305441247525, 0.1289117185255218, 42, 38.80219766, 103, 'High Risk'),
(156229, 67, 13, '05:46.1', 36.85011615, 97.40112147044874, 114, 86, 36, 'Male', 66.74960656025937, 1.502967565842152, 0.072217684, 28, 29.549456206161725, 95.33333333333333, 'Low Risk'),
(156230, 84, 17, '04:46.1', 36.72678451853251, 97.99238786913264, 111, 87, 26, 'Male', 56.48624017829821, 1.9227656334479284, 0.051720911, 24, 15.27882533, 95, 'High Risk'),
(156231, 75, 12, '03:46.1', 37.36990589553002, 98.48072839, 113, 70, 77, 'Female', 79.89558863797853, 1.8080160026975476, 0.1427297781373837, 43, 24.440960020707912, 84.33333333333333, 'Low Risk'),
(156232, 78, 14, '02:46.1', 36.1160876, 95.82508642326593, 126, 87, 44, 'Male', 55.19829951890191, 1.6606637070458745, 0.052396602, 39, 20.015309485994155, 100, 'Low Risk'),
(156233, 99, 18, '01:46.1', 36.88844403219899, 95.21275140660994, 125, 75, 49, 'Female', 95.65068377856656, 1.8973351403632286, 0.083944549, 50, 26.570515381091823, 91.66666666666666, 'High Risk'),
(156234, 67, 17, '00:46.1', 36.07685041401977, 96.16974024, 139, 76, 34, 'Male', 78.68542591194975, 1.9534647441859014, 0.10495887916796551, 63, 20.619738099743284, 97, 'Low Risk'),
(156235, 81, 12, '59:46.1', 37.009604558320426, 96.46586941859104, 136, 86, 20, 'Female', 76.31662799122485, 1.634540141149363, 0.091113422, 50, 28.56458982032836, 102.66666666666666, 'Low Risk'),
(156236, 61, 12, '58:46.1', 37.102520489138165, 98.02631957321302, 127, 80, 85, 'Female', 79.19911460577268, 1.9675647195322483, 0.12359406903503813, 47, 20.457957557248236, 95.66666666666667, 'Low Risk'),
(156237, 60, 14, '57:46.1', 37.42474890822779, 96.19181576386211, 110, 73, 48, 'Female', 55.44271214333445, 1.8219830628267788, 0.070077661, 37, 16.701512234346986, 85.33333333333333, 'High Risk'),
(156238, 74, 12, '56:46.1', 36.38281397762405, 98.30633501426726, 111, 71, 59, 'Female', 90.88625326, 1.6260913590026078, 0.098056564, 40, 34.37227804383426, 84.33333333333333, 'High Risk'),
(156239, 75, 12, '55:46.1', 36.44573665176523, 95.95036082947648, 112, 72, 67, 'Male', 77.26450440418614, 1.9510289607665592, 0.071974078, 40, 20.297969293552068, 85.33333333333333, 'Low Risk'),
(156240, 96, 17, '54:46.1', 37.10678289653554, 95.40769115829556, 124, 84, 28, 'Female', 97.12647488014777, 1.8523245282921856, 0.12406874913893376, 40, 28.307627454339098, 97.33333333333333, 'High Risk'),
(156241, 72, 13, '53:46.1', 36.22812649431595, 98.47377284495822, 134, 80, 32, 'Female', 73.36858449914384, 1.583168097, 0.069244701, 54, 29.272248348190207, 98, 'Low Risk'),
(156242, 86, 19, '52:46.1', 36.309676148612624, 95.64255934105671, 132, 86, 41, 'Male', 70.32607005133812, 1.7693831735242662, 0.094504142, 46, 22.463248582556925, 101.33333333333333, 'Low Risk'),
(156243, 83, 12, '51:46.1', 36.026494785328346, 98.75312957193978, 134, 81, 37, 'Female', 50.075631634084836, 1.823056564915004, 0.099860216, 53, 15.066977791685597, 98.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(156245, 78, 18, '49:46.1', 36.91189035349521, 96.98293981102995, 136, 80, 47, 'Male', 51.69243671823606, 1.6918490757422258, 0.12574110537306926, 56, 18.059418733149048, 98.66666666666666, 'High Risk'),
(156246, 95, 13, '48:46.1', 36.47781426690042, 98.72334247537756, 128, 77, 36, 'Female', 80.39965131761913, 1.5904976950284855, 0.11930377948166454, 51, 31.78250157, 94, 'High Risk'),
(156247, 83, 12, '47:46.1', 36.02990036884252, 95.58503965035153, 139, 83, 74, 'Female', 53.60940878333251, 1.9581858179381184, 0.13412841577161616, 56, 13.980838403496957, 101.66666666666666, 'High Risk'),
(156248, 82, 18, '46:46.1', 37.00941639199446, 99.59691786245885, 138, 89, 52, 'Female', 70.24047272549798, 1.7285475472210314, 0.099596629, 49, 23.50849167757206, 105.33333333333333, 'Low Risk'),
(156249, 61, 19, '45:46.1', 37.38408696952375, 99.82609475968013, 125, 76, 34, 'Male', 73.40505094, 1.9391939839097299, 0.076460109, 49, 19.520162740358227, 92.33333333333333, 'Low Risk'),
(156250, 60, 16, '44:46.1', 36.009804057326186, 96.07287264643362, 127, 73, 83, 'Female', 81.77706807034431, 1.712472635690039, 0.072610784, 54, 27.885873630961687, 91, 'Low Risk'),
(156251, 84, 19, '43:46.1', 36.09873967271736, 98.54776834, 132, 83, 83, 'Female', 78.10192287451349, 1.6504078093075585, 0.054526168, 49, 28.673399553523748, 99.33333333333333, 'Low Risk'),
(156252, 71, 18, '42:46.1', 36.27672377273445, 95.17776858153715, 130, 77, 21, 'Female', 78.44893404003084, 1.889123400059742, 0.11020988327279543, 53, 21.98195890918665, 94.66666666666666, 'Low Risk'),
(156253, 71, 14, '41:46.1', 36.629114084943446, 98.32475889, 122, 71, 79, 'Male', 64.18588959843619, 1.9768525965208812, 0.1252806413408179, 51, 16.424455840622993, 88, 'High Risk'),
(156254, 75, 18, '40:46.1', 36.640531442564686, 98.43424590605792, 121, 72, 61, 'Male', 68.17855653380678, 1.9063267130479347, 0.078429938, 49, 18.76087694838516, 88.33333333333333, 'Low Risk'),
(156255, 93, 13, '39:46.1', 36.891253856181535, 95.16569956105927, 122, 85, 57, 'Female', 64.19147681149877, 1.8326858775039099, 0.13391984609048296, 37, 19.11178718854734, 97.33333333333333, 'High Risk'),
(156256, 86, 15, '38:46.1', 36.79983997005024, 95.81657041470261, 124, 84, 21, 'Female', 59.40881123720611, 1.7398015478351903, 0.063523682, 40, 19.62688765308155, 97.33333333333333, 'Low Risk'),
(156257, 74, 13, '37:46.1', 37.43551727471803, 99.066406, 129, 80, 21, 'Male', 90.62149429195242, 1.9585527152506184, 0.10535244430861661, 49, 23.624394630799014, 96.33333333333333, 'Low Risk'),
(156258, 96, 17, '36:46.1', 37.33185947936262, 95.69762754214464, 126, 81, 64, 'Male', 62.94611172793202, 1.622857583961192, 0.059060026, 45, 23.900560698893397, 96, 'High Risk'),
(156259, 84, 19, '35:46.1', 36.76575939489641, 96.69190259870945, 132, 72, 79, 'Female', 51.245600306857455, 1.6267234120661236, 0.10739544346572676, 60, 19.36551944568734, 92, 'Low Risk'),
(156260, 80, 14, '34:46.1', 36.58399328193334, 96.21784305781516, 114, 89, 25, 'Female', 60.25221320469871, 1.621097650105742, 0.059047098, 25, 22.927391753564038, 97.33333333333333, 'Low Risk'),
(156261, 74, 16, '33:46.1', 37.25142785035286, 96.49910571574114, 128, 85, 85, 'Female', 83.11767534880792, 1.9042884437856087, 0.087856708, 43, 22.92070251294538, 99.33333333333333, 'Low Risk'),
(156262, 96, 12, '32:46.1', 36.947656181873846, 95.47499227428972, 129, 74, 34, 'Male', 57.069102243072805, 1.6056315348361672, 0.1236949553724855, 55, 22.13651563006983, 92.33333333333333, 'High Risk'),
(156263, 61, 14, '31:46.1', 37.27068040968022, 98.73591195459372, 130, 88, 47, 'Male', 99.37802636816195, 1.5717142701928823, 0.07740846, 42, 40.22936475413944, 102, 'High Risk'),
(156264, 74, 14, '30:46.1', 36.41905331802136, 97.39518131336746, 139, 70, 76, 'Female', 90.73206892972073, 1.9061922707606247, 0.071417417, 69, 24.970509601232006, 93, 'Low Risk'),
(156265, 91, 13, '29:46.1', 36.320435756083846, 95.27427787643093, 123, 73, 46, 'Female', 69.39930606980299, 1.923732976536126, 0.056678536230742996, 50, 18.75277524, 89.66666666666666, 'High Risk'),
(156266, 88, 17, '28:46.1', 37.41191567952609, 99.48750440656923, 123, 74, 27, 'Male', 95.49594168069447, 1.9165720399736061, 0.10306320974214778, 49, 25.99768153061333, 90.33333333333333, 'Low Risk'),
(156267, 91, 17, '27:46.1', 37.17259407188816, 96.87946099553203, 112, 81, 76, 'Male', 74.31959859118835, 1.6394675803425305, 0.11389448200306293, 31, 27.650162567166063, 91.33333333333333, 'High Risk'),
(156268, 98, 15, '26:46.1', 36.14108797075924, 95.50920791869619, 110, 70, 40, 'Female', 67.74170013298104, 1.7346433297304853, 0.097762553, 40, 22.513121291534084, 83.33333333333333, 'High Risk'),
(156269, 62, 13, '25:46.1', 37.30127396307479, 98.54409484845111, 137, 81, 67, 'Male', 64.43922940171542, 1.5091668271945078, 0.083632514, 56, 28.292793990120387, 99.66666666666666, 'Low Risk'),
(156270, 99, 16, '24:46.1', 36.56334601635034, 95.19272654, 133, 80, 59, 'Female', 75.17154613955604, 1.5805483871814572, 0.11210779514819932, 53, 30.091088022253704, 97.66666666666666, 'High Risk'),
(156271, 80, 18, '23:46.1', 37.447718742083985, 97.69502263, 124, 70, 69, 'Male', 51.26817972579371, 1.6299306561851339, 0.095426072, 54, 19.29788179016826, 88, 'Low Risk'),
(156272, 85, 15, '22:46.1', 36.97828728981319, 96.44047964730626, 119, 80, 35, 'Female', 92.67999394924513, 1.7625712537087916, 0.14188417389597124, 39, 29.832704829734293, 93, 'Low Risk'),
(156273, 89, 15, '21:46.1', 37.075586512291046, 97.26610367531235, 129, 71, 53, 'Male', 99.40032996761735, 1.6401620066552418, 0.12704389112670378, 58, 36.94999049832037, 90.33333333333333, 'High Risk'),
(156274, 85, 16, '20:46.1', 36.57155662758223, 96.60451928112276, 137, 74, 19, 'Male', 83.59309893724961, 1.6077371265422804, 0.12062474401654105, 63, 32.340024455143194, 95, 'High Risk'),
(156275, 83, 18, '19:46.1', 36.80734152954225, 99.55081404767084, 115, 76, 79, 'Male', 94.19033241820827, 1.548010002139774, 0.086226841, 39, 39.305995917150064, 89, 'High Risk'),
(156276, 89, 13, '18:46.1', 37.38419859540919, 99.41800036, 123, 82, 52, 'Male', 56.23559616, 1.7382906114605525, 0.08652858, 41, 18.610863954291627, 95.66666666666667, 'Low Risk'),
(156277, 63, 12, '17:46.1', 36.86804956745689, 96.85626357, 114, 70, 50, 'Female', 74.94940978514133, 1.634695379090171, 0.077686613, 44, 28.047525222670533, 84.66666666666667, 'Low Risk'),
(156278, 71, 16, '16:46.1', 37.45018358738576, 99.49429647188266, 137, 78, 75, 'Female', 87.96291847220402, 1.614344425238458, 0.12504140885910342, 59, 33.75260006917576, 97.66666666666666, 'High Risk'),
(156279, 82, 16, '15:46.1', 36.15835438732746, 97.79483719650082, 130, 84, 78, 'Female', 87.98345424383345, 1.5189769161963267, 0.075467094, 46, 38.132796915179874, 99.33333333333333, 'High Risk'),
(156280, 82, 16, '14:46.1', 37.23079487816625, 96.09582852088077, 134, 85, 79, 'Male', 73.42662526515565, 1.925436896875211, 0.1446124247876368, 49, 19.805918537502635, 101.33333333333333, 'Low Risk'),
(156281, 86, 15, '13:46.1', 37.45179563527168, 97.39214304134764, 118, 79, 59, 'Male', 82.82223069285199, 1.7613838383485076, 0.12056677465139862, 39, 26.69555222523855, 92, 'Low Risk'),
(156282, 92, 18, '12:46.1', 36.080278148016994, 96.98087556173371, 138, 78, 32, 'Male', 60.95435262, 1.7019760246415507, 0.12889453568695877, 60, 21.042524772741142, 98, 'High Risk'),
(156283, 92, 18, '11:46.1', 36.22579313980279, 96.03386576324776, 120, 80, 24, 'Female', 59.00055606148618, 1.893490650228307, 0.0625691, 40, 16.456208255891557, 93.33333333333333, 'High Risk'),
(156284, 82, 18, '10:46.1', 36.29360725452875, 97.89537126868547, 115, 88, 46, 'Male', 87.34205904551123, 1.944549592834541, 0.054171628, 27, 23.098585131764295, 97, 'Low Risk'),
(156285, 76, 13, '09:46.1', 36.51777435596293, 98.28996546127844, 112, 84, 89, 'Female', 56.496607173027535, 1.7771797187564513, 0.14792357535451714, 28, 17.88791287007985, 93.33333333333333, 'High Risk'),
(156286, 73, 15, '08:46.1', 36.453836071467535, 95.84285002575422, 133, 86, 79, 'Male', 71.80584721158375, 1.5900947805563708, 0.12075813903808046, 47, 28.399702236698992, 101.66666666666667, 'Low Risk'),
(156287, 87, 17, '07:46.1', 36.22202502139182, 99.37564725479373, 115, 83, 84, 'Female', 88.44299781093292, 1.8396783796279186, 0.11529150074302412, 32, 26.132420981088845, 93.66666666666667, 'Low Risk'),
(156288, 97, 16, '06:46.1', 36.31991255065551, 98.92617349501056, 111, 89, 63, 'Female', 63.73051124, 1.6432204513432025, 0.14264898047834496, 22, 23.60237680347278, 96.33333333333333, 'High Risk'),
(156289, 66, 15, '05:46.1', 37.05087937041307, 96.59620257710795, 135, 78, 47, 'Male', 93.87843415702737, 1.9945840324528166, 0.056172900932979386, 57, 23.597237368349486, 97, 'Low Risk'),
(156290, 89, 15, '04:46.1', 37.045376084850716, 97.19645867346237, 125, 79, 80, 'Female', 82.50889856, 1.8900833195801647, 0.084682471, 46, 23.096112742203033, 94.33333333333333, 'Low Risk'),
(156291, 87, 18, '03:46.1', 36.37842332620136, 97.84439139676574, 115, 71, 53, 'Male', 82.43913170335861, 1.6277696384015894, 0.057321308, 44, 31.113403525574757, 85.66666666666667, 'High Risk'),
(156292, 88, 18, '02:46.1', 37.075013180085826, 97.50130068769339, 111, 73, 62, 'Female', 64.84155304729981, 1.7850307894447994, 0.062952868, 38, 20.349886214170535, 85.66666666666667, 'Low Risk'),
(156293, 89, 19, '01:46.1', 36.62956461, 97.88009216740573, 111, 80, 28, 'Female', 60.79996358707527, 1.826563736258652, 0.1443374219000073, 31, 18.22357829220726, 90.33333333333333, 'High Risk'),
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(156470, 88, 13, '04:46.1', 37.198648312142105, 95.59048362512695, 129, 79, 64, 'Male', 83.08265728268839, 1.6224047596760633, 0.090583049, 50, 31.56399419827006, 95.66666666666666, 'High Risk'),
(156471, 64, 16, '03:46.1', 36.452813344476574, 95.52970178711455, 129, 89, 65, 'Male', 96.43904112899276, 1.9687836138126573, 0.055339724, 40, 24.88037440865436, 102.33333333333333, 'Low Risk'),
(156472, 99, 16, '02:46.1', 37.15563649962677, 96.51833004576746, 127, 82, 47, 'Male', 53.48657421008956, 1.6257377595503337, 0.052669386781685125, 45, 20.236891200444795, 97, 'High Risk'),
(156473, 90, 15, '01:46.1', 36.886547210798696, 95.47230026449301, 132, 72, 36, 'Female', 62.28377247, 1.72265486, 0.1373037117089197, 60, 20.98835311502321, 92, 'Low Risk'),
(156474, 86, 17, '00:46.1', 36.06428117373288, 97.91703151, 112, 79, 74, 'Female', 70.30651231643537, 1.836880479507104, 0.059626955, 33, 20.83693114479764, 90, 'Low Risk'),
(156475, 65, 15, '59:46.1', 37.27227292, 95.03442766317458, 118, 72, 58, 'Female', 74.66388792117408, 1.709029669429979, 0.051517793, 46, 25.562975057706222, 87.33333333333333, 'Low Risk'),
(156476, 98, 12, '58:46.1', 36.124312981190855, 99.58806605404413, 114, 89, 59, 'Male', 95.87252086622445, 1.6363005154475763, 0.099013203, 25, 35.80700628173396, 97.33333333333333, 'High Risk'),
(156477, 73, 19, '57:46.1', 36.96375292413218, 98.40117433550648, 127, 85, 84, 'Female', 57.86820788865036, 1.8971620314317676, 0.075322068, 42, 16.07796889835388, 99, 'High Risk'),
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(156480, 86, 12, '54:46.1', 37.00044637, 95.08143286658682, 129, 86, 68, 'Male', 98.33129336452441, 1.5257456011066273, 0.092569011, 43, 42.240349070311375, 100.33333333333333, 'High Risk'),
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(156482, 65, 19, '52:46.1', 37.47381928252903, 97.40321383051467, 138, 78, 65, 'Male', 70.34304306333952, 1.628054840500472, 0.065979542, 60, 26.538910655161253, 98, 'Low Risk'),
(156483, 96, 14, '51:46.1', 37.05736895867587, 97.55308889149909, 139, 73, 62, 'Male', 63.429506342151484, 1.9567166230216142, 0.11237403223856479, 66, 16.56667919200954, 95, 'High Risk'),
(156484, 89, 13, '50:46.1', 36.73937234667825, 97.77633975, 136, 89, 40, 'Male', 95.82602814332182, 1.838484321244087, 0.14498788559435766, 47, 28.350689565579437, 104.66666666666667, 'Low Risk'),
(156485, 71, 18, '49:46.1', 37.38903375873461, 97.65012103616627, 111, 72, 47, 'Female', 99.52829644981428, 1.955586672717641, 0.12253539776376916, 39, 26.02510155315116, 85, 'Low Risk'),
(156486, 63, 13, '48:46.1', 36.17066512418593, 97.16755922651598, 131, 74, 63, 'Male', 89.57340495084338, 1.9654867141816954, 0.09483449, 57, 23.186695479960417, 93, 'Low Risk'),
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(156488, 83, 15, '46:46.1', 37.218266571906135, 98.38532662, 134, 82, 22, 'Female', 78.42131075503859, 1.8095316207390395, 0.1181741947967673, 52, 23.949791874978548, 99.33333333333333, 'Low Risk'),
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(156490, 69, 16, '44:46.1', 37.25606930665718, 97.58633976551128, 134, 73, 67, 'Female', 65.68066163505962, 1.698242312469216, 0.087725618, 61, 22.773941690344497, 93.33333333333333, 'Low Risk'),
(156491, 98, 13, '43:46.1', 36.16509119244507, 96.38229878972379, 125, 83, 88, 'Male', 92.33858104667321, 1.8842040913164633, 0.070158939, 42, 26.009219005855908, 97, 'High Risk'),
(156492, 66, 18, '42:46.1', 37.30714668584247, 95.44315039200221, 137, 81, 85, 'Female', 84.04261265, 1.815080586, 0.058904904, 56, 25.509839241823876, 99.66666666666666, 'Low Risk'),
(156493, 64, 17, '41:46.1', 36.596891766693076, 99.39230444160846, 120, 84, 37, 'Male', 56.72181080340012, 1.5366303602220435, 0.11925127483978455, 36, 24.022116441478616, 96, 'Low Risk'),
(156494, 80, 19, '40:46.1', 36.060408509323274, 95.27887993428524, 137, 84, 42, 'Male', 90.97777390895928, 1.977425373603763, 0.081374011, 53, 23.26671665343697, 101.66666666666666, 'Low Risk'),
(156495, 74, 17, '39:46.1', 36.890226311440735, 97.71665469359772, 138, 89, 66, 'Male', 56.56269907720922, 1.958739033400779, 0.066645801, 49, 14.742697998446086, 105.33333333333333, 'High Risk'),
(156496, 81, 19, '38:46.1', 37.18542287182911, 96.86609701125886, 129, 74, 62, 'Male', 89.85178510429898, 1.7825866065341591, 0.10055700774282772, 55, 28.276485611797426, 92.33333333333333, 'Low Risk'),
(156497, 64, 16, '37:46.1', 36.42962957588452, 99.00240557808254, 124, 81, 83, 'Female', 54.623931655172555, 1.7359027796227697, 0.13149586614390968, 43, 18.127259791620364, 95.33333333333333, 'High Risk'),
(156498, 60, 17, '36:46.1', 36.19258384713301, 98.40061865490844, 118, 82, 61, 'Male', 89.51815355438661, 1.9750251743263676, 0.101666956, 36, 22.949109825409867, 94, 'Low Risk'),
(156499, 87, 12, '35:46.1', 36.43089310800212, 98.6011177, 122, 86, 53, 'Male', 86.08342562636598, 1.7622852519071068, 0.090664905, 36, 27.71833425442656, 98, 'Low Risk'),
(156500, 80, 17, '34:46.1', 37.43264192618183, 97.92874184288794, 118, 74, 67, 'Female', 53.678066811153826, 1.6527413554019326, 0.12771641204046372, 44, 19.651109606400055, 88.66666666666667, 'Low Risk'),
(156501, 76, 14, '33:46.1', 37.11085390843505, 96.54905373141027, 117, 86, 58, 'Female', 84.87234853917428, 1.6817419793354458, 0.1268074132530182, 31, 30.00872127086776, 96.33333333333333, 'High Risk'),
(156502, 94, 14, '32:46.1', 36.15789476527731, 97.14350777128196, 123, 78, 75, 'Male', 53.41279632060349, 1.9063324614263761, 0.095044625, 45, 14.697654319482531, 93, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(156504, 63, 17, '30:46.1', 36.423915401595764, 99.20252550806012, 120, 76, 81, 'Female', 52.605177614444685, 1.7585631362552385, 0.12657023712447174, 44, 17.01032303500769, 90.66666666666667, 'High Risk'),
(156505, 63, 12, '29:46.1', 36.983322116172324, 95.97113910008972, 112, 84, 89, 'Female', 56.21466767949465, 1.7652457655225047, 0.093269177, 28, 18.040114549379243, 93.33333333333333, 'High Risk'),
(156506, 78, 15, '28:46.1', 36.190249805276274, 97.36373661633282, 130, 72, 87, 'Female', 83.52687951446464, 1.5876213581707377, 0.12045650677027367, 58, 33.13846527, 91.33333333333333, 'High Risk'),
(156507, 91, 14, '27:46.1', 36.666986135654724, 97.35823841457488, 118, 75, 32, 'Male', 96.36006971065721, 1.5601857548369158, 0.10965343523811116, 43, 39.58626147491797, 89.33333333333333, 'High Risk'),
(156508, 63, 15, '26:46.1', 37.22719280877679, 96.98728139, 119, 77, 73, 'Male', 89.9156341, 1.852024708, 0.094013413, 42, 26.21450482, 91, 'Low Risk'),
(156509, 80, 18, '25:46.1', 36.343990919339674, 98.25677459466901, 135, 70, 57, 'Male', 52.347498886338855, 1.8327687948204616, 0.088026866, 65, 15.584058602268074, 91.66666666666666, 'High Risk'),
(156510, 62, 19, '24:46.1', 36.390244263494886, 96.55382693832598, 114, 77, 55, 'Female', 90.61944927275168, 1.6477962555105652, 0.14482008386070888, 37, 33.374471351389026, 89.33333333333333, 'High Risk'),
(156511, 86, 12, '23:46.1', 37.16423680522726, 98.65309051274059, 136, 73, 35, 'Male', 56.00659244614573, 1.9901529800572133, 0.065105364, 63, 14.140547585297595, 94, 'High Risk'),
(156512, 83, 17, '22:46.1', 37.37278233258884, 97.2081747, 118, 75, 68, 'Male', 72.12767434602097, 1.5750668789936604, 0.052187440584487745, 43, 29.07394275332823, 89.33333333333333, 'Low Risk'),
(156513, 63, 19, '21:46.1', 37.24298317918868, 95.52290504564826, 110, 88, 40, 'Female', 92.10122688405241, 1.5446100413109844, 0.13404922096723845, 22, 38.60359119559077, 95.33333333333333, 'High Risk'),
(156514, 93, 15, '20:46.1', 36.700980473801565, 97.56769431, 111, 75, 42, 'Male', 99.15651156, 1.6359439773153668, 0.11847493678169496, 36, 37.04967348330223, 87, 'High Risk'),
(156515, 97, 16, '19:46.1', 37.00378523167357, 95.85163662121111, 124, 85, 20, 'Male', 82.88000359529454, 1.7478203361459954, 0.12937908560947897, 39, 27.130399258014755, 98, 'High Risk'),
(156516, 67, 12, '18:46.1', 36.72724760905157, 96.22684437193372, 121, 79, 71, 'Male', 68.15981336685856, 1.5160140163830116, 0.14637286355951862, 42, 29.656640958532847, 93, 'Low Risk'),
(156517, 81, 12, '17:46.1', 36.55263201367589, 95.02022946022169, 130, 79, 81, 'Male', 71.01925670687929, 1.6786150661061923, 0.13173521496425303, 51, 25.20425641, 96, 'Low Risk'),
(156518, 61, 13, '16:46.1', 36.31514545588907, 95.12389599, 135, 88, 71, 'Female', 79.50001494447807, 1.657889798095221, 0.1153587111283428, 47, 28.923836113042043, 103.66666666666667, 'Low Risk'),
(156519, 96, 15, '15:46.1', 37.20653182447339, 98.53784986247747, 139, 74, 81, 'Female', 96.87534761162809, 1.9355015369251978, 0.12714191505791655, 65, 25.859863779165675, 95.66666666666666, 'High Risk'),
(156520, 93, 16, '14:46.1', 37.38496524013657, 97.52042308818764, 125, 89, 86, 'Female', 81.64578229230068, 1.6711557540635613, 0.12893529368812556, 36, 29.234784532689165, 101, 'High Risk'),
(156521, 77, 14, '13:46.1', 36.54712021477852, 97.86509584113567, 113, 78, 29, 'Female', 51.45014935662717, 1.5559941969247069, 0.1112612521527899, 35, 21.250575400833302, 89.66666666666667, 'Low Risk'),
(156522, 99, 19, '12:46.1', 37.203863662392756, 98.42169424856264, 117, 89, 74, 'Female', 91.03273317707283, 1.9393218473574523, 0.10709521268742361, 28, 24.204593993513203, 98.33333333333333, 'High Risk'),
(156523, 85, 17, '11:46.1', 36.885185205137546, 97.56694129562527, 129, 72, 71, 'Female', 75.16876039, 1.8869460626968988, 0.14071487822824325, 57, 21.11146714769265, 91, 'Low Risk'),
(156524, 69, 18, '10:46.1', 36.70404399112128, 99.91367274623437, 131, 72, 74, 'Male', 61.11006335369543, 1.9689370277410632, 0.11660130448975946, 59, 15.76337043, 91.66666666666666, 'High Risk'),
(156525, 81, 18, '09:46.1', 36.26217889336747, 99.44585742677714, 134, 72, 26, 'Male', 90.62115876101532, 1.9038543246240613, 0.083694775, 62, 25.001276402373193, 92.66666666666666, 'Low Risk'),
(156526, 94, 15, '08:46.1', 37.065527448538475, 97.04051302395484, 135, 72, 66, 'Female', 93.08446066618399, 1.9734044783785656, 0.089417381, 63, 23.90259031854637, 93, 'High Risk'),
(156527, 63, 16, '07:46.1', 37.10518750103068, 96.10097619449459, 122, 85, 51, 'Male', 64.48217253678797, 1.759122021203149, 0.13826377654365157, 37, 20.83760162, 97.33333333333333, 'Low Risk'),
(156528, 66, 12, '06:46.1', 36.33423454, 96.32269751742265, 117, 74, 38, 'Male', 91.14037513, 1.5320673655208352, 0.14662569004833015, 43, 38.828900071137824, 88.33333333333333, 'High Risk'),
(156529, 84, 18, '05:46.1', 37.14407927028875, 97.00706561501508, 133, 80, 69, 'Male', 80.21043999792947, 1.800071264044321, 0.1357112268688136, 53, 24.754348496992154, 97.66666666666666, 'Low Risk'),
(156530, 91, 12, '04:46.1', 37.17686214060466, 96.46896307633226, 119, 78, 39, 'Female', 96.45120949627133, 1.5980217867140762, 0.068312496, 41, 37.769591357518294, 91.66666666666667, 'High Risk'),
(156531, 85, 13, '03:46.1', 36.41802573148885, 99.90504101784083, 130, 71, 77, 'Female', 75.43020929020057, 1.8626818903390716, 0.054438057, 59, 21.740419918795006, 90.66666666666666, 'Low Risk'),
(156532, 87, 12, '02:46.1', 36.68547922869952, 96.20644648434958, 136, 83, 74, 'Male', 99.99958567680255, 1.5254155958629427, 0.1348701161790502, 53, 42.97558884146223, 100.66666666666666, 'High Risk'),
(156533, 84, 17, '01:46.1', 36.18466347890128, 97.70752358205974, 111, 70, 29, 'Male', 71.39833070775934, 1.7646672868346558, 0.12119087610918755, 41, 22.92780019245586, 83.66666666666667, 'Low Risk'),
(156534, 90, 17, '00:46.1', 36.39867712117031, 96.62746709246665, 135, 76, 60, 'Male', 71.81721420367272, 1.9557485884629906, 0.05779322, 59, 18.77597523856694, 95.66666666666666, 'Low Risk'),
(156535, 79, 17, '59:46.1', 37.47917158326452, 98.61129049676342, 118, 89, 28, 'Male', 69.2707872, 1.7416976289335246, 0.085637993, 29, 22.835188544350824, 98.66666666666667, 'Low Risk'),
(156536, 82, 18, '58:46.1', 37.362172921543106, 95.91836704179184, 126, 71, 61, 'Male', 97.45008337446846, 1.6474942115031619, 0.12004663969406988, 55, 35.903304325254624, 89.33333333333333, 'High Risk'),
(156537, 65, 13, '57:46.1', 37.02669006766278, 99.48252970207652, 112, 84, 84, 'Female', 93.51106517246804, 1.7556144813533026, 0.092134985, 28, 30.33923983, 93.33333333333333, 'High Risk'),
(156538, 62, 16, '56:46.1', 37.23353738151286, 98.76555240416855, 114, 75, 84, 'Male', 60.33673596414573, 1.5615287002704727, 0.11597626803701766, 39, 24.744681652245532, 88, 'Low Risk'),
(156539, 97, 12, '55:46.1', 36.57355346042872, 96.04775232854826, 131, 86, 37, 'Female', 94.48871437263784, 1.7538868835641446, 0.062105865, 45, 30.71685725385573, 101, 'High Risk'),
(156540, 85, 15, '54:46.1', 37.44308017743006, 95.11588031871382, 136, 74, 68, 'Female', 50.55013572724535, 1.6986337108416323, 0.14338607951563132, 62, 17.519546029903932, 94.66666666666666, 'High Risk'),
(156541, 78, 14, '53:46.1', 37.46637508, 95.18038354960396, 134, 82, 44, 'Female', 80.60063288710225, 1.5272449250610995, 0.08650654, 52, 34.55580945702033, 99.33333333333333, 'High Risk'),
(156542, 64, 19, '52:46.1', 37.05909160419051, 96.89426296638635, 133, 76, 64, 'Male', 71.93178728919791, 1.7963503883954426, 0.12077275166307386, 57, 22.291471959056192, 95, 'Low Risk'),
(156543, 76, 12, '51:46.1', 36.714571111559636, 97.92580674713145, 116, 84, 72, 'Female', 52.50777605, 1.5618380883841194, 0.1157033098179346, 32, 21.525418548798633, 94.66666666666667, 'Low Risk'),
(156544, 68, 18, '50:46.1', 37.22965778152033, 97.35764301560556, 124, 86, 58, 'Female', 65.57982584249224, 1.5751365805740907, 0.068353892, 38, 26.432231168395123, 98.66666666666667, 'Low Risk'),
(156545, 91, 19, '49:46.1', 36.92885488, 98.86870103165785, 111, 78, 53, 'Female', 63.14773153555208, 1.8457488412853291, 0.08242515, 33, 18.53585165350507, 89, 'High Risk'),
(156546, 73, 16, '48:46.1', 37.21532370119895, 97.60417745947443, 114, 82, 77, 'Male', 74.05203307711571, 1.7438158580396343, 0.10545908225719838, 32, 24.35206200685163, 92.66666666666667, 'Low Risk'),
(156547, 81, 18, '47:46.1', 36.852161730984015, 96.68747369471221, 137, 75, 59, 'Female', 92.46727110729034, 1.5335754486072544, 0.10417803229775996, 62, 39.31676227, 95.66666666666666, 'High Risk'),
(156548, 78, 17, '46:46.1', 36.613109119592174, 97.89037549890739, 137, 75, 40, 'Male', 85.81000501362486, 1.835748871530134, 0.12950405533018727, 62, 25.46310656043114, 95.66666666666666, 'Low Risk'),
(156549, 67, 16, '45:46.1', 37.276069458078084, 97.93605498526134, 130, 70, 77, 'Female', 58.44778070701183, 1.565897537399405, 0.10668680797294541, 60, 23.83643724, 90, 'Low Risk'),
(156550, 80, 17, '44:46.1', 37.327526577412435, 96.84741086490784, 138, 73, 48, 'Female', 81.91093436273295, 1.5466523994544674, 0.064030835, 65, 34.24178851499551, 94.66666666666666, 'High Risk'),
(156551, 82, 12, '43:46.1', 36.44400637090238, 98.00358395103969, 130, 75, 84, 'Female', 67.73098737385072, 1.944972827674821, 0.092217309, 55, 17.90442301182775, 93.33333333333333, 'High Risk'),
(156552, 96, 12, '42:46.1', 36.38236194597884, 98.81257114518371, 122, 78, 69, 'Female', 61.027130097794966, 1.7941388815229944, 0.1196791727461152, 44, 18.95879938, 92.66666666666667, 'High Risk'),
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(156728, 65, 17, '46:46.1', 37.24573441887723, 97.02852210735583, 117, 89, 51, 'Female', 65.70997974805117, 1.6250334588936592, 0.14761631131917569, 28, 24.88322798, 98.33333333333333, 'Low Risk'),
(156729, 69, 14, '45:46.1', 36.61658667674268, 95.18107857, 112, 79, 23, 'Female', 90.96634270861836, 1.670997484156351, 0.11853683798100384, 33, 32.57835431310162, 90, 'High Risk'),
(156730, 86, 19, '44:46.1', 36.446032393768974, 96.50737358328273, 114, 77, 48, 'Male', 81.50602917513069, 1.875821602834396, 0.13906083127413127, 37, 23.16363267995383, 89.33333333333333, 'Low Risk'),
(156731, 95, 15, '43:46.1', 37.28588291202356, 98.84501544530191, 121, 75, 47, 'Male', 83.58981171, 1.662336916325843, 0.063957985, 46, 30.249294339321885, 90.33333333333333, 'High Risk'),
(156732, 90, 16, '42:46.1', 36.85345004065218, 99.89249194, 135, 86, 42, 'Male', 74.11176063919069, 1.845649621486193, 0.070605033, 49, 21.756479147528836, 102.33333333333333, 'Low Risk'),
(156733, 94, 17, '41:46.1', 36.40997020742388, 97.29930702411528, 122, 78, 55, 'Female', 75.86808868344431, 1.756272084437548, 0.1274036464635179, 44, 24.596626501763065, 92.66666666666667, 'High Risk'),
(156734, 95, 14, '40:46.1', 36.638669064700295, 97.38526669559775, 137, 72, 61, 'Female', 71.38444966, 1.8152947450715695, 0.11510772167794855, 65, 21.662536863888025, 93.66666666666666, 'High Risk'),
(156735, 99, 13, '39:46.1', 37.290346363409064, 95.65057163620459, 134, 85, 81, 'Male', 81.79912700845826, 1.7182487557790167, 0.1449095220433953, 49, 27.70617624538868, 101.33333333333333, 'High Risk'),
(156736, 65, 12, '38:46.1', 36.88688609019717, 96.71750641423299, 121, 83, 71, 'Male', 75.37524485042894, 1.5505494261055066, 0.10534715526625488, 38, 31.351440980656527, 95.66666666666667, 'High Risk'),
(156737, 66, 13, '37:46.1', 36.51821020107617, 99.96028771660485, 127, 81, 72, 'Male', 83.52735401406213, 1.6125587746349372, 0.13845850988702418, 46, 32.12163319, 96.33333333333333, 'High Risk'),
(156738, 91, 14, '36:46.1', 37.07415653723751, 95.92249179312564, 114, 86, 78, 'Female', 54.922616498245745, 1.6421819027411837, 0.1306432903974521, 28, 20.366138607521467, 95.33333333333333, 'High Risk'),
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(156740, 97, 17, '34:46.1', 37.23654040225645, 95.62974618569567, 113, 74, 83, 'Male', 81.13514859979287, 1.7109902843942282, 0.093733651, 39, 27.714940398493813, 87, 'High Risk'),
(156741, 81, 16, '33:46.1', 37.436850222733334, 98.98781526399216, 116, 75, 47, 'Male', 50.551518002431486, 1.562287937281527, 0.11137039457779689, 41, 20.711523333976235, 88.66666666666667, 'Low Risk'),
(156742, 70, 15, '32:46.1', 37.10440949409547, 97.56774386, 113, 79, 87, 'Female', 67.13118135, 1.5435600941619887, 0.065329808, 34, 28.175861603111365, 90.33333333333333, 'Low Risk'),
(156743, 82, 16, '31:46.1', 37.06058215196809, 96.07807851209478, 126, 78, 51, 'Female', 97.57635896457023, 1.5126439945041956, 0.071788601, 48, 42.64529799768079, 94, 'High Risk'),
(156744, 89, 15, '30:46.1', 36.00516961912426, 97.38766691481376, 130, 77, 85, 'Male', 52.44299987, 1.9156574263655815, 0.068012705, 53, 14.290645014695135, 94.66666666666666, 'High Risk'),
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(156746, 85, 16, '28:46.1', 36.47086546, 96.12955639, 124, 85, 72, 'Male', 95.78813187503832, 1.923835856, 0.069393802, 39, 25.880679449066804, 98, 'Low Risk'),
(156747, 85, 16, '27:46.1', 36.895603197123435, 98.61861821, 112, 79, 33, 'Male', 84.02972988174896, 1.6698101293706913, 0.1297529181307993, 33, 30.136914431884307, 90, 'High Risk'),
(156748, 95, 16, '26:46.1', 36.08109116155318, 97.01473635359648, 130, 85, 43, 'Male', 79.71059746038921, 1.969073057, 0.072121203, 45, 20.558546424793203, 100, 'High Risk'),
(156749, 78, 19, '25:46.1', 36.51333305137453, 97.86017690619633, 137, 82, 27, 'Female', 78.08666077268823, 1.973105309026964, 0.072349892, 55, 20.057477845736887, 100.33333333333333, 'Low Risk'),
(156750, 92, 19, '24:46.1', 36.32039467391184, 99.46752227, 111, 70, 54, 'Male', 60.63488246, 1.6286964464317344, 0.069235451, 41, 22.858211270564123, 83.66666666666667, 'High Risk'),
(156751, 89, 19, '23:46.1', 36.970261402541524, 96.31056341556283, 127, 84, 69, 'Female', 77.76610269, 1.8124688748850573, 0.10135941952365572, 43, 23.672777703621428, 98.33333333333333, 'Low Risk'),
(156752, 88, 17, '22:46.1', 37.02791161737786, 98.09999900075611, 124, 76, 31, 'Female', 73.31158358564875, 1.658345085995194, 0.097385375, 48, 26.657706634163382, 92, 'Low Risk'),
(156753, 79, 16, '21:46.1', 37.422944552580546, 98.92569102, 124, 85, 76, 'Female', 73.23009651091664, 1.677516540450811, 0.14719777731085087, 39, 26.022917471668286, 98, 'Low Risk'),
(156754, 98, 12, '20:46.1', 36.47439834698085, 98.57877992, 130, 89, 45, 'Male', 76.53295117984067, 1.8423091978177673, 0.13701149942265323, 41, 22.548799229973362, 102.66666666666667, 'High Risk'),
(156755, 89, 14, '19:46.1', 36.18719235937091, 95.15721836932248, 111, 84, 85, 'Female', 51.53177078944519, 1.6462479411697069, 0.068469384, 27, 19.01448541732642, 93, 'Low Risk'),
(156756, 96, 16, '18:46.1', 36.98250351457157, 99.00812271810095, 117, 73, 66, 'Female', 83.39291039403074, 1.814429328896272, 0.096660481, 44, 25.33080643392489, 87.66666666666667, 'High Risk'),
(156757, 61, 17, '17:46.1', 37.311649439019035, 98.42880126140054, 135, 87, 35, 'Female', 75.07156563419969, 1.8026906055208753, 0.13048551893064791, 48, 23.101122459703646, 103, 'Low Risk'),
(156758, 67, 15, '16:46.1', 36.081603608936454, 96.32926532048316, 136, 82, 30, 'Male', 77.28592690933357, 1.609997670157872, 0.10504040040438894, 54, 29.81603741823893, 100, 'Low Risk'),
(156759, 68, 13, '15:46.1', 36.09424316794344, 99.13355286, 118, 78, 33, 'Female', 64.35832274, 1.7432119067091763, 0.073622825, 40, 21.17894634415106, 91.33333333333333, 'Low Risk'),
(156760, 80, 12, '14:46.1', 36.43964669875402, 97.66074692351405, 116, 70, 39, 'Male', 97.34979966406118, 1.5592894157242252, 0.084954486, 46, 40.03885046730681, 85.33333333333333, 'High Risk'),
(156761, 73, 14, '13:46.1', 36.77432247031589, 99.73981309270152, 111, 80, 52, 'Male', 53.23084742520669, 1.5027008517599167, 0.06222428, 31, 23.573187738424664, 90.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(156763, 98, 18, '11:46.1', 37.12985252839825, 95.17900298227164, 123, 76, 56, 'Male', 81.98670004843149, 1.671078313451022, 0.063356913, 47, 29.359577405906858, 91.66666666666667, 'High Risk'),
(156764, 88, 17, '10:46.1', 36.82645039932245, 98.63718279661981, 128, 79, 34, 'Female', 74.49031938566291, 1.883041857635341, 0.085001676, 49, 21.00776683222251, 95.33333333333333, 'Low Risk'),
(156765, 97, 17, '09:46.1', 36.10537129054885, 95.66592977, 136, 80, 37, 'Female', 66.06431523056766, 1.5757897369057225, 0.14121048014818882, 56, 26.605437361742688, 98.66666666666666, 'High Risk'),
(156766, 99, 16, '08:46.1', 37.44330376395326, 98.88415757768766, 131, 81, 35, 'Female', 98.04356976588957, 1.7291759667967819, 0.084244895, 50, 32.78994845205455, 97.66666666666666, 'High Risk'),
(156767, 60, 12, '07:46.1', 36.09625112062402, 98.02250494906733, 132, 80, 79, 'Male', 52.81362068011888, 1.6918001683271369, 0.12927586773852337, 52, 18.452185598676863, 97.33333333333333, 'High Risk'),
(156768, 88, 16, '06:46.1', 36.105662021273766, 96.48139736216193, 122, 85, 42, 'Male', 81.55577181, 1.6432929909073173, 0.080309764, 37, 30.201234560552418, 97.33333333333333, 'High Risk'),
(156769, 91, 19, '05:46.1', 37.13672635, 99.69994245, 130, 77, 43, 'Male', 79.05859015780507, 1.9345502164078314, 0.11149694586713269, 53, 21.124627053757774, 94.66666666666666, 'High Risk'),
(156770, 94, 13, '04:46.1', 36.32578120865812, 97.33213662055526, 131, 81, 87, 'Female', 93.23568603461712, 1.5093395964067993, 0.1182724802052737, 50, 40.92684244163457, 97.66666666666666, 'High Risk'),
(156771, 80, 18, '03:46.1', 36.341322757984294, 95.98553559559598, 110, 85, 78, 'Male', 85.72883093992124, 1.9397133273962734, 0.08157099, 25, 22.78514527, 93.33333333333333, 'Low Risk'),
(156772, 68, 18, '02:46.1', 36.56752329045446, 96.99332733257886, 125, 87, 19, 'Female', 75.66584419, 1.6675175745040125, 0.1499769501834883, 38, 27.211911020639082, 99.66666666666667, 'Low Risk'),
(156773, 67, 17, '01:46.1', 37.002086799834615, 98.55965723834244, 117, 85, 41, 'Female', 54.07655786772154, 1.9910927372504632, 0.086681847, 32, 13.640367247606457, 95.66666666666667, 'High Risk'),
(156774, 75, 16, '00:46.1', 37.246508495183186, 97.05791061799032, 122, 82, 65, 'Male', 51.26649183, 1.6006510684274873, 0.11999539170148724, 40, 20.00968546647911, 95.33333333333333, 'Low Risk'),
(156775, 94, 17, '59:46.1', 36.988521046955306, 96.76489088077064, 116, 74, 77, 'Female', 61.91505852404413, 1.7393456678949848, 0.0506587, 42, 20.46560030497699, 88, 'High Risk'),
(156776, 92, 14, '58:46.1', 37.404379055390976, 95.63688263418203, 114, 76, 30, 'Female', 63.69566040740499, 1.6892127491549391, 0.06640423, 38, 22.322413240973308, 88.66666666666667, 'High Risk'),
(156777, 75, 19, '57:46.1', 36.46855512146044, 95.73050696884877, 118, 81, 87, 'Female', 73.53972760496346, 1.5946994149185127, 0.13654331975499837, 37, 28.917739897070287, 93.33333333333333, 'Low Risk'),
(156778, 77, 16, '56:46.1', 37.12081532658887, 98.91579121855278, 126, 70, 66, 'Male', 67.43220546338705, 1.7967262187171726, 0.147510783, 56, 20.88832199415351, 88.66666666666666, 'Low Risk'),
(156779, 65, 19, '55:46.1', 36.52953225380326, 96.39097827038823, 119, 87, 74, 'Male', 97.02570818536094, 1.7101673822314325, 0.057559024136137005, 32, 33.17489702060511, 97.66666666666667, 'High Risk'),
(156780, 71, 14, '54:46.1', 37.04034515, 96.81730217551282, 131, 74, 40, 'Male', 93.66453347237018, 1.7379592669774075, 0.12922290900727795, 57, 31.009587361488943, 93, 'High Risk'),
(156781, 70, 14, '53:46.1', 36.31387575437982, 97.40417258172411, 127, 70, 88, 'Female', 57.45967913905117, 1.551834400861805, 0.14484905464779235, 57, 23.860110271769766, 89, 'Low Risk'),
(156782, 64, 17, '52:46.1', 36.21672745526042, 95.73072103881307, 128, 86, 40, 'Male', 91.01685176561475, 1.8618092172219203, 0.14083388492266335, 42, 26.257384107785285, 100, 'Low Risk'),
(156783, 73, 17, '51:46.1', 37.49469796981002, 95.50332353060452, 138, 77, 34, 'Male', 82.23719248906033, 1.6933371694909933, 0.10295108134078701, 61, 28.680148294232186, 97.33333333333333, 'Low Risk'),
(156784, 91, 15, '50:46.1', 36.740436294241476, 98.11516155475961, 130, 83, 26, 'Female', 95.74621459625422, 1.584457046200846, 0.10194535851043367, 47, 38.13824219774188, 98.66666666666667, 'High Risk'),
(156785, 68, 17, '49:46.1', 37.19376085614773, 96.34598334686588, 137, 77, 21, 'Male', 64.81149884, 1.7058145493410324, 0.10550357520689985, 60, 22.273498473291003, 97, 'Low Risk'),
(156786, 89, 12, '48:46.1', 36.77027973877659, 98.97020194772237, 115, 83, 69, 'Female', 62.305160525135534, 1.519486818401668, 0.14283498183084192, 32, 26.98547987860126, 93.66666666666667, 'Low Risk'),
(156787, 75, 18, '47:46.1', 36.54367012207588, 99.20004033705499, 131, 84, 23, 'Male', 67.85125982409404, 1.507294205429732, 0.054494949717631525, 47, 29.864954447817624, 99.66666666666667, 'Low Risk'),
(156788, 70, 13, '46:46.1', 36.29702859805229, 95.26291425598427, 129, 74, 78, 'Male', 72.28190989058578, 1.5968146569947967, 0.13553476852174398, 55, 28.347880850820275, 92.33333333333333, 'Low Risk'),
(156789, 91, 13, '45:46.1', 37.40294809, 99.52825045859639, 120, 75, 51, 'Male', 50.67701514743798, 1.9114119818246436, 0.057845671, 45, 13.870829040816854, 90, 'High Risk'),
(156790, 66, 17, '44:46.1', 37.03609940315619, 95.30324799438296, 136, 76, 83, 'Male', 85.11177402765875, 1.8077494178325373, 0.10959456857055741, 60, 26.044329556871368, 96, 'Low Risk'),
(156791, 76, 17, '43:46.1', 36.89754946199204, 99.81304847939664, 122, 82, 48, 'Male', 74.34326721518372, 1.918901396, 0.14270277827013367, 40, 20.190000320924174, 95.33333333333333, 'Low Risk'),
(156792, 64, 12, '42:46.1', 36.31602133691153, 95.56142446152825, 116, 88, 79, 'Female', 99.47972831207908, 1.8676693496208803, 0.12078281338643938, 28, 28.519020623528117, 97.33333333333333, 'Low Risk'),
(156793, 88, 14, '41:46.1', 36.361756789634526, 97.02692915510016, 113, 74, 22, 'Female', 93.32065134006749, 1.902966588530796, 0.10093544460231167, 39, 25.77006030983619, 87, 'Low Risk'),
(156794, 93, 19, '40:46.1', 37.31570975142654, 99.78356172921704, 120, 75, 31, 'Male', 74.28867630588766, 1.990812675999785, 0.087289139, 45, 18.743980568581414, 90, 'High Risk'),
(156795, 85, 16, '39:46.1', 36.13080712585086, 97.44813895, 116, 89, 29, 'Male', 65.09381568480137, 1.7878138057267616, 0.069383822, 27, 20.36550373006158, 98, 'Low Risk'),
(156796, 95, 15, '38:46.1', 36.993135456090165, 98.87088020726351, 128, 75, 66, 'Female', 81.30551294079787, 1.8307619654016838, 0.082181861, 53, 24.25806925082114, 92.66666666666666, 'High Risk'),
(156797, 67, 18, '37:46.1', 37.09586287680717, 96.67815817743167, 129, 84, 67, 'Male', 87.36146730732594, 1.5884753511601428, 0.1102171979221444, 45, 34.62254269353419, 99, 'High Risk'),
(156798, 98, 19, '36:46.1', 36.65993499544651, 97.96008580329772, 110, 82, 22, 'Female', 70.67874228381814, 1.5732067013035376, 0.13042426484489517, 28, 28.557306143583816, 91.33333333333333, 'High Risk'),
(156799, 97, 16, '35:46.1', 37.261925009431046, 97.89511558663641, 135, 82, 82, 'Male', 88.03227923717671, 1.966871531783963, 0.077121747, 53, 22.755687307420118, 99.66666666666666, 'High Risk'),
(156800, 73, 19, '34:46.1', 36.510178001653074, 99.50138738157273, 112, 88, 84, 'Male', 65.68004085786416, 1.578991911387723, 0.10335978896385342, 24, 26.34350781590119, 96, 'Low Risk'),
(156801, 91, 17, '33:46.1', 36.98027545017676, 95.54430343, 133, 79, 46, 'Female', 69.39185249, 1.6566207345358812, 0.1041938515557976, 54, 25.284961463185375, 97, 'High Risk'),
(156802, 83, 16, '32:46.1', 36.85727081173906, 97.68877381075434, 132, 85, 23, 'Female', 53.27101659745283, 1.5541905792093795, 0.067420495, 47, 22.053749660618305, 100.66666666666667, 'Low Risk'),
(156803, 90, 16, '31:46.1', 36.59524656040797, 98.08334508, 132, 86, 75, 'Male', 82.86112943, 1.6440342109630697, 0.10907868048024405, 46, 30.656964250364158, 101.33333333333333, 'High Risk'),
(156804, 81, 19, '30:46.1', 37.12797580702326, 97.33696105802983, 125, 82, 30, 'Male', 70.42670855, 1.7535782652458107, 0.053502538732314225, 43, 22.90272106750254, 96.33333333333333, 'Low Risk'),
(156805, 70, 12, '29:46.1', 36.500627708016744, 96.67137359347633, 110, 75, 18, 'Female', 79.82858216, 1.6944367351543426, 0.11166869443595784, 35, 27.80402684623845, 86.66666666666667, 'Low Risk'),
(156806, 74, 13, '28:46.1', 37.25337332710846, 99.30896574281397, 120, 85, 50, 'Male', 64.83044933745343, 1.9649656285116153, 0.075332643, 35, 16.790712120158673, 96.66666666666667, 'High Risk'),
(156807, 71, 13, '27:46.1', 36.76553627511391, 95.54129343, 123, 87, 50, 'Female', 83.27827341, 1.9022460349853654, 0.1020783027786617, 36, 23.014330067472358, 99, 'Low Risk'),
(156808, 75, 16, '26:46.1', 36.44434636623848, 99.54115233728939, 124, 79, 21, 'Male', 65.47205021027902, 1.5681474535270512, 0.059848919347316565, 45, 26.624542046064605, 94, 'Low Risk'),
(156809, 69, 12, '25:46.1', 36.33882808182659, 97.26257130250022, 126, 83, 45, 'Male', 61.677501976309564, 1.577187227134784, 0.1155609951220908, 43, 24.794780804945365, 97.33333333333333, 'Low Risk'),
(156810, 60, 18, '24:46.1', 36.71160352558666, 95.60760748525627, 126, 83, 33, 'Female', 67.79682574991352, 1.9218204286510359, 0.058227077, 43, 18.356240941467437, 97.33333333333333, 'High Risk'),
(156811, 93, 18, '23:46.1', 37.25881130734474, 97.43340147884005, 127, 83, 26, 'Male', 58.389768748987166, 1.9993264146004597, 0.053340409, 44, 14.607279780740248, 97.66666666666667, 'High Risk'),
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(156988, 93, 15, '26:46.1', 36.064714050136935, 96.28352908245776, 124, 71, 65, 'Female', 56.896463776682964, 1.9038993061544665, 0.066752875, 53, 15.69630119728834, 88.66666666666666, 'High Risk'),
(156989, 77, 16, '25:46.1', 36.17172570717272, 95.38958030462578, 116, 78, 79, 'Female', 56.15833185104344, 1.887931362430198, 0.12259644282425038, 38, 15.755848519799418, 90.66666666666667, 'High Risk'),
(156990, 64, 19, '24:46.1', 37.18305409013284, 98.88505266, 137, 76, 62, 'Female', 52.62792912440346, 1.7602662253980168, 0.063583022, 61, 16.984766034584077, 96.33333333333333, 'High Risk'),
(156991, 80, 19, '23:46.1', 36.33489227186031, 97.34593438322898, 136, 86, 51, 'Female', 68.15146719014933, 1.5668591230956777, 0.057255414, 50, 27.759734533590414, 102.66666666666666, 'Low Risk'),
(156992, 86, 16, '22:46.1', 36.116758574063915, 98.92829067483144, 114, 81, 74, 'Male', 90.39256553486598, 1.5619669631114612, 0.068425308, 33, 37.05006931993067, 92, 'High Risk'),
(156993, 72, 12, '21:46.1', 37.12305298799231, 98.89252315795663, 131, 80, 34, 'Female', 78.14736909663446, 1.9462276225127146, 0.13236876205230286, 51, 20.631323905030282, 97, 'Low Risk'),
(156994, 68, 18, '20:46.1', 37.237836676281745, 97.51927149421897, 118, 82, 84, 'Male', 60.697579566525576, 1.9776751482554336, 0.055381783509780604, 36, 15.518918799645727, 94, 'High Risk'),
(156995, 62, 19, '19:46.1', 36.26825125980422, 99.01553955083965, 126, 72, 18, 'Female', 88.20054651503688, 1.825665411858501, 0.1478410455207282, 54, 26.462379945514257, 90, 'Low Risk'),
(156996, 66, 18, '18:46.1', 36.174143878924056, 95.69324545799176, 120, 74, 72, 'Female', 61.029940926510164, 1.6804148716081528, 0.10894837880376998, 46, 21.612744373394413, 89.33333333333333, 'Low Risk'),
(156997, 97, 14, '17:46.1', 36.437718939928345, 98.96771310238103, 110, 73, 18, 'Female', 84.57391970857213, 1.6854181108677664, 0.069673756, 37, 29.772900522445653, 85.33333333333333, 'High Risk'),
(156998, 75, 14, '16:46.1', 36.60923793863259, 98.44404077081137, 119, 82, 23, 'Female', 75.96123228, 1.810133390965571, 0.094018306, 37, 23.18306441734658, 94.33333333333333, 'Low Risk'),
(156999, 83, 16, '15:46.1', 36.88672415242994, 96.99076156243984, 123, 77, 88, 'Female', 83.62755467855311, 1.5108568419579638, 0.12950063309230406, 46, 36.635554284345616, 92.33333333333333, 'High Risk'),
(157000, 70, 18, '14:46.1', 36.85514447460787, 96.12946474981716, 119, 79, 59, 'Male', 52.68509746709715, 1.829120073014731, 0.085206943, 40, 15.74720046868289, 92.33333333333333, 'High Risk'),
(157001, 66, 13, '13:46.1', 36.28909660146656, 95.42882321312084, 115, 82, 50, 'Male', 72.99166061622148, 1.5741468589143466, 0.1397551175127088, 33, 29.45660900091414, 93, 'Low Risk'),
(157002, 98, 13, '12:46.1', 36.0014451, 95.11441013106125, 116, 76, 69, 'Female', 61.740545251905715, 1.5810944234650592, 0.1450596582518295, 40, 24.697605356242416, 89.33333333333333, 'High Risk'),
(157003, 89, 16, '11:46.1', 37.25963785777306, 98.75039855316214, 131, 88, 23, 'Female', 97.61568644522643, 1.597007885604834, 0.099681613, 43, 38.27414443975229, 102.33333333333333, 'High Risk'),
(157004, 71, 19, '10:46.1', 36.51535256517168, 95.03715125907486, 130, 84, 35, 'Female', 73.46097649, 1.9862257194167423, 0.11891898077932081, 46, 18.620849692929973, 99.33333333333333, 'Low Risk'),
(157005, 65, 12, '09:46.1', 36.48899087434155, 96.35931827461094, 115, 81, 32, 'Male', 73.63865184584454, 1.8120437169414572, 0.076766079, 34, 22.426860758738915, 92.33333333333333, 'Low Risk'),
(157006, 82, 13, '08:46.1', 36.57617303292075, 96.44065030797701, 130, 88, 85, 'Male', 97.95864663915631, 1.8212530588385258, 0.11165747689919997, 42, 29.532634331799628, 102, 'Low Risk'),
(157007, 84, 17, '07:46.1', 36.433119347626636, 98.57674371099152, 115, 84, 23, 'Female', 88.09979905, 1.6889203442732428, 0.066407085, 31, 30.88563847228386, 94.33333333333333, 'High Risk'),
(157008, 95, 19, '06:46.1', 36.545392814598905, 97.66767304417534, 126, 76, 48, 'Male', 53.797334043940154, 1.5244613999761198, 0.050879535180239646, 50, 23.14876839847848, 92.66666666666666, 'High Risk'),
(157009, 87, 13, '05:46.1', 36.99977449781627, 96.02194412281298, 126, 80, 40, 'Male', 97.97980062273896, 1.898699255987178, 0.054675724973253806, 46, 27.17841908, 95.33333333333333, 'Low Risk'),
(157010, 72, 16, '04:46.1', 37.27082152159695, 95.74517659151735, 111, 76, 70, 'Female', 60.21692051883897, 1.7950359846393387, 0.13101833865695134, 35, 18.68840441518011, 87.66666666666667, 'Low Risk'),
(157011, 77, 17, '03:46.1', 37.065400266377615, 95.18346748149213, 134, 83, 88, 'Female', 76.71579084996687, 1.9501482536803756, 0.14858373575583683, 51, 20.172025550609238, 100, 'Low Risk'),
(157012, 72, 17, '02:46.1', 36.54382718279408, 99.61565720800292, 119, 85, 88, 'Female', 91.9783391, 1.6392086910208234, 0.079330377, 34, 34.230801417152854, 96.33333333333333, 'High Risk'),
(157013, 92, 14, '01:46.1', 36.55285888008656, 98.94271373477234, 122, 84, 77, 'Female', 67.62788416935447, 1.8697800446329191, 0.086757281, 38, 19.343932108953766, 96.66666666666667, 'High Risk'),
(157014, 86, 15, '00:46.1', 36.21045797199849, 97.20574832928499, 137, 70, 68, 'Female', 82.05979993127687, 1.5977437190063688, 0.11852889232527669, 67, 32.14520619657175, 92.33333333333333, 'High Risk'),
(157015, 65, 17, '59:46.1', 37.25974961106572, 97.47985137185056, 130, 73, 83, 'Male', 80.89823794220777, 1.5332855532432426, 0.091786712, 57, 34.410657805121076, 92, 'High Risk'),
(157016, 63, 17, '58:46.1', 36.65553409074937, 96.83591622992375, 121, 73, 76, 'Female', 86.04082436836018, 1.504444384517966, 0.11967635344928568, 48, 38.01476303, 89, 'High Risk'),
(157017, 97, 15, '57:46.1', 36.20510734025683, 99.28060340709416, 130, 74, 40, 'Female', 69.08788888415182, 1.8985531526098245, 0.094012049, 56, 19.167099684033253, 92.66666666666666, 'High Risk'),
(157018, 64, 13, '56:46.1', 37.21302685100099, 96.74984155498447, 136, 75, 66, 'Male', 73.84584014622693, 1.9509209397631924, 0.10916523067189113, 61, 19.40200872416904, 95.33333333333333, 'Low Risk'),
(157019, 77, 14, '55:46.1', 37.07492361703905, 99.21028705, 111, 70, 81, 'Male', 59.19839756750592, 1.8127807928655362, 0.099828726, 41, 18.014382047605203, 83.66666666666667, 'High Risk'),
(157020, 90, 16, '54:46.1', 36.189024047994714, 98.02596325, 129, 81, 27, 'Female', 80.48329138186335, 1.534185888695419, 0.075376722, 48, 34.19398847582349, 97, 'High Risk'),
(157021, 74, 19, '53:46.1', 36.62147163008911, 98.02643074047077, 135, 70, 61, 'Female', 79.20334598631801, 1.5961042905465743, 0.093392254, 65, 31.090019818820394, 91.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(157023, 99, 16, '51:46.1', 36.01665392901766, 99.20788173167327, 112, 79, 76, 'Male', 90.98242921636049, 1.762266466202036, 0.12025861331428513, 33, 29.29640790416355, 90, 'High Risk'),
(157024, 64, 17, '50:46.1', 36.58184607388403, 97.75600824348878, 132, 80, 56, 'Female', 51.180701578570634, 1.9379259106900717, 0.10143682466438905, 52, 13.62799281778302, 97.33333333333333, 'High Risk'),
(157025, 81, 13, '49:46.1', 36.683954933849236, 97.98926612339355, 112, 75, 21, 'Male', 64.79666733739114, 1.9161865830129385, 0.059128451, 37, 17.64725169, 87.33333333333333, 'High Risk'),
(157026, 83, 19, '48:46.1', 36.70258237300122, 97.60546855, 138, 80, 44, 'Male', 99.76813512106571, 1.908455203819507, 0.081692725, 58, 27.392263047126225, 99.33333333333333, 'Low Risk'),
(157027, 63, 13, '47:46.1', 36.040903631407225, 97.20213450268903, 127, 89, 80, 'Female', 90.23986659581504, 1.8343555920672665, 0.052724658, 38, 26.81830888816014, 101.66666666666667, 'Low Risk'),
(157028, 79, 17, '46:46.1', 36.897972836918456, 95.99838261811173, 118, 85, 69, 'Male', 86.75323096995847, 1.8263365807975351, 0.077783982, 33, 26.009022022708542, 96, 'Low Risk'),
(157029, 64, 14, '45:46.1', 37.15596272, 98.56406143526296, 131, 85, 52, 'Male', 81.92859718496936, 1.8130755723042513, 0.12994799887049918, 46, 24.923194426205153, 100.33333333333333, 'Low Risk'),
(157030, 69, 13, '44:46.1', 36.83132748067105, 96.25546880595654, 134, 77, 80, 'Male', 72.61131203860916, 1.798393530162109, 0.089207755, 57, 22.450955097010528, 96, 'Low Risk'),
(157031, 61, 16, '43:46.1', 37.09841336170963, 96.79105446864148, 131, 80, 81, 'Male', 92.10050468805774, 1.768957759483311, 0.071332577, 51, 29.432495398310746, 97, 'Low Risk'),
(157032, 92, 19, '42:46.1', 36.37596498205112, 97.09042829461842, 125, 80, 21, 'Female', 53.15949617216032, 1.7653315253015964, 0.091514809, 45, 17.058007552794216, 95, 'High Risk'),
(157033, 69, 14, '41:46.1', 37.13306839717205, 97.21275155029439, 123, 89, 22, 'Female', 65.87842897716214, 1.9101943945235897, 0.081481256, 34, 18.05460957075974, 100.33333333333333, 'High Risk'),
(157034, 96, 17, '40:46.1', 37.023503184916585, 98.07032007509335, 120, 75, 51, 'Male', 88.74793698137928, 1.7404496167310088, 0.083001936, 45, 29.297823273933474, 90, 'High Risk'),
(157035, 92, 15, '39:46.1', 37.18505836872351, 97.66498971022813, 119, 76, 53, 'Female', 75.82983806993704, 1.5735630723880174, 0.11496365833817153, 43, 30.62469824418447, 90.33333333333333, 'High Risk'),
(157036, 96, 13, '38:46.1', 36.12168347220804, 96.38501494555123, 127, 72, 38, 'Male', 95.09443767309877, 1.5023371557644358, 0.14065278198040282, 55, 42.13279768812254, 90.33333333333333, 'High Risk'),
(157037, 68, 17, '37:46.1', 37.186159140239745, 98.64833668407978, 110, 89, 22, 'Male', 52.92657375104034, 1.9872275528201053, 0.1265924783365462, 21, 13.402276712696898, 96, 'High Risk'),
(157038, 73, 14, '36:46.1', 37.17206318863147, 96.10879007258876, 111, 77, 73, 'Female', 62.411780172969124, 1.8961692603804754, 0.12935928194127264, 34, 17.35850690886128, 88.33333333333333, 'High Risk'),
(157039, 66, 15, '35:46.1', 36.21989697925758, 96.96751325330634, 119, 88, 47, 'Male', 68.26898293678519, 1.647392393003571, 0.051793274, 31, 25.155289531737225, 98.33333333333333, 'Low Risk'),
(157040, 62, 12, '34:46.1', 36.11785167, 99.03743599650097, 135, 85, 49, 'Male', 64.35797365820837, 1.6892062905368161, 0.067785022, 50, 22.55469619044958, 101.66666666666666, 'Low Risk'),
(157041, 93, 16, '33:46.1', 37.10856694400941, 97.17578164, 138, 84, 23, 'Female', 50.74439655882807, 1.8117168316263217, 0.073569308, 54, 15.459927540527254, 102, 'High Risk'),
(157042, 70, 12, '32:46.1', 37.32741579732253, 95.93128973, 115, 87, 26, 'Male', 74.08188212594445, 1.6180450225956824, 0.13288864237536652, 28, 28.296375097758595, 96.33333333333333, 'Low Risk'),
(157043, 67, 18, '31:46.1', 36.17418961684131, 95.07608852, 135, 70, 23, 'Male', 91.778089, 1.8974676569603357, 0.12342130168559426, 65, 25.491198024715686, 91.66666666666666, 'Low Risk'),
(157044, 72, 18, '30:46.1', 37.07560481541389, 95.8817841, 132, 82, 40, 'Female', 86.45228231818021, 1.8796214666185391, 0.1458973513208022, 50, 24.470095842255116, 98.66666666666666, 'Low Risk'),
(157045, 64, 16, '29:46.1', 36.496876634491976, 98.73101234390495, 132, 70, 79, 'Female', 80.72769929062895, 1.6341985280142741, 0.090798503, 62, 30.22824583221652, 90.66666666666666, 'High Risk'),
(157046, 94, 18, '28:46.1', 36.69325173389702, 99.09872540670438, 132, 79, 76, 'Female', 97.45714387514424, 1.9020566589620962, 0.13218790451118884, 53, 26.93808880235395, 96.66666666666666, 'High Risk'),
(157047, 83, 14, '27:46.1', 36.65031395049434, 97.62480584413774, 136, 71, 64, 'Male', 78.05927563604038, 1.6963757803785462, 0.1033097811578032, 65, 27.125664770736815, 92.66666666666666, 'Low Risk'),
(157048, 88, 16, '26:46.1', 36.35186530890464, 98.88825194196191, 118, 84, 66, 'Female', 70.12813473593346, 1.8651092328092378, 0.073162614, 34, 20.15968508822444, 95.33333333333333, 'Low Risk'),
(157049, 88, 17, '25:46.1', 37.352418058025805, 99.23163962636588, 120, 71, 69, 'Female', 69.48294730920304, 1.828197540176074, 0.1169740105525706, 49, 20.788923036097025, 87.33333333333333, 'Low Risk'),
(157050, 64, 15, '24:46.1', 36.79267792284915, 99.84400748, 112, 87, 44, 'Male', 57.71376719207626, 1.7774316275886455, 0.14488474763270864, 25, 18.26810990645289, 95.33333333333333, 'High Risk'),
(157051, 91, 16, '23:46.1', 36.10233084221005, 98.80315603309256, 132, 81, 80, 'Male', 84.33602706480791, 1.8050119645295455, 0.11300579782383331, 51, 25.88528603220646, 98, 'High Risk'),
(157052, 61, 18, '22:46.1', 36.81067772521474, 98.72610882117777, 122, 82, 38, 'Male', 68.21541169361804, 1.7538488733691922, 0.1287681365151705, 40, 22.176763666311725, 95.33333333333333, 'Low Risk'),
(157053, 79, 12, '21:46.1', 36.07825783310909, 98.24569513609026, 137, 81, 73, 'Female', 72.99056522, 1.9293091068564314, 0.074676614, 56, 19.609345484368834, 99.66666666666666, 'Low Risk'),
(157054, 77, 15, '20:46.1', 36.372920600688715, 96.52542486611321, 135, 74, 67, 'Male', 69.38066652288228, 1.8439834455747357, 0.066551865, 61, 20.40442834565427, 94.33333333333333, 'Low Risk'),
(157055, 85, 14, '19:46.1', 36.24999049524726, 99.63880457558166, 117, 78, 69, 'Male', 71.59193053566122, 1.9454299265395363, 0.10144686150341115, 39, 18.91615608949757, 91, 'Low Risk'),
(157056, 77, 14, '18:46.1', 37.15692487479415, 98.67061711976194, 113, 74, 55, 'Male', 97.05737577888495, 1.610490261502346, 0.12617665804063088, 39, 37.42073717672546, 87, 'High Risk'),
(157057, 79, 15, '17:46.1', 37.08120133666227, 99.41607097, 130, 80, 41, 'Female', 95.83322483, 1.6509165949443694, 0.062301922, 50, 35.16137390465333, 96.66666666666666, 'High Risk'),
(157058, 73, 12, '16:46.1', 36.69635921955872, 98.58998886328975, 115, 78, 48, 'Female', 99.22739532, 1.9441913512983282, 0.074238741, 37, 26.251466990576354, 90.33333333333333, 'Low Risk'),
(157059, 94, 12, '15:46.1', 37.10551542, 97.80882702, 123, 83, 74, 'Male', 71.83657022486874, 1.7604475967642614, 0.095067469, 40, 23.179250300525855, 96.33333333333333, 'High Risk'),
(157060, 61, 15, '14:46.1', 37.21371654190134, 97.52535012958741, 114, 85, 86, 'Male', 75.07435425717968, 1.6507102428778628, 0.12797339198535007, 29, 27.55179592957655, 94.66666666666667, 'Low Risk'),
(157061, 83, 12, '13:46.1', 36.87841376, 97.46613515923603, 111, 75, 26, 'Male', 60.15201917743187, 1.880792661888122, 0.11215272242901128, 36, 17.004676213292054, 87, 'High Risk'),
(157062, 60, 15, '12:46.1', 37.47649091806162, 98.73450532, 131, 74, 48, 'Female', 96.41412569200189, 1.783534260754433, 0.11199693493635493, 57, 30.309428993371245, 93, 'High Risk'),
(157063, 72, 14, '11:46.1', 37.43645276807696, 98.54790749170377, 128, 89, 27, 'Female', 77.14050345, 1.9240510142866123, 0.13733407122531024, 39, 20.837677076823738, 102, 'Low Risk'),
(157064, 76, 12, '10:46.1', 36.97102318654742, 95.05885889123444, 126, 77, 68, 'Male', 53.007219651529404, 1.593908574666938, 0.14285426633623904, 49, 20.864511023212582, 93.33333333333333, 'Low Risk'),
(157065, 74, 18, '09:46.1', 36.55764896007309, 96.90898542374426, 120, 81, 63, 'Female', 51.769500965646415, 1.5390668334717021, 0.12781923961727848, 39, 21.855413110594814, 94, 'Low Risk'),
(157066, 94, 16, '08:46.1', 36.88291432249315, 98.82254381, 122, 78, 89, 'Female', 73.99443654, 1.987412242, 0.14452645287747728, 44, 18.73368209125107, 92.66666666666667, 'High Risk'),
(157067, 71, 14, '07:46.1', 36.752582969654476, 97.71693552300512, 138, 75, 33, 'Female', 70.55744479166417, 1.6587752075127382, 0.070386762, 63, 25.642937467136672, 96, 'Low Risk'),
(157068, 72, 17, '06:46.1', 36.29947091087102, 97.97173402818085, 114, 75, 19, 'Female', 92.96912030150862, 1.9213397692476673, 0.12490993939213994, 39, 25.18432859441225, 88, 'Low Risk'),
(157069, 63, 18, '05:46.1', 36.11147661, 99.91754346018826, 116, 74, 77, 'Male', 51.481460792123976, 1.8715805790180338, 0.14208632252112247, 42, 14.697172842892561, 88, 'High Risk'),
(157070, 90, 12, '04:46.1', 37.401632095326725, 98.01287501277562, 138, 81, 44, 'Male', 83.36027450219876, 1.8202491922010986, 0.057363752884180136, 57, 25.159235603612824, 100, 'Low Risk'),
(157071, 83, 17, '03:46.1', 36.769682547624825, 95.13934283833036, 136, 75, 55, 'Female', 85.32407244918966, 1.8073069485210755, 0.098188098, 61, 26.122079036994077, 95.33333333333333, 'Low Risk'),
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(157247, 81, 12, '07:46.1', 36.62759575, 99.42421437360447, 138, 79, 76, 'Male', 76.64860633691696, 1.9850959017890912, 0.057670376, 59, 19.450970588733814, 98.66666666666666, 'Low Risk'),
(157248, 95, 15, '06:46.1', 36.78929919285119, 96.86508745686992, 110, 78, 28, 'Male', 94.45185894804064, 1.9769836907942469, 0.083329798, 32, 24.16597582, 88.66666666666667, 'High Risk'),
(157249, 96, 13, '05:46.1', 36.747230602404464, 96.40559257477508, 139, 87, 56, 'Male', 86.41026324738468, 1.850817177030526, 0.089566478, 52, 25.225412995904716, 104.33333333333333, 'High Risk'),
(157250, 90, 18, '04:46.1', 36.77223018717939, 99.03703121149601, 124, 73, 72, 'Male', 63.838830044715756, 1.7012788004403205, 0.063542087, 51, 22.05636492458987, 90, 'Low Risk'),
(157251, 97, 19, '03:46.1', 36.24782833254606, 96.95254658481078, 133, 83, 70, 'Male', 60.083577543073815, 1.801154622344395, 0.1426074927835448, 50, 18.520546173199225, 99.66666666666666, 'High Risk'),
(157252, 99, 19, '02:46.1', 36.10121842244645, 95.51000437532103, 116, 86, 50, 'Male', 68.89483898220583, 1.9730921331709124, 0.06655291, 30, 17.696686583882038, 96, 'High Risk'),
(157253, 90, 18, '01:46.1', 36.953713888997356, 98.55740433787247, 118, 76, 45, 'Male', 98.69691875487598, 1.6914667455385666, 0.073005272, 42, 34.49662968811211, 90, 'High Risk'),
(157254, 89, 16, '00:46.1', 36.55082172522341, 97.44911392236268, 135, 71, 68, 'Female', 98.82914741655806, 1.7642548342756998, 0.052840291861758794, 64, 31.751366174518168, 92.33333333333333, 'High Risk'),
(157255, 63, 14, '59:46.1', 36.65180043293471, 99.71791374530684, 123, 82, 37, 'Female', 85.94713196824328, 1.8007941636531328, 0.066027658, 41, 26.503500627108053, 95.66666666666667, 'Low Risk'),
(157256, 67, 13, '58:46.1', 36.71041319256849, 99.39485414667418, 112, 85, 19, 'Female', 89.57311789640102, 1.7959424563886959, 0.068802684, 27, 27.771085583296514, 94, 'Low Risk'),
(157257, 84, 14, '57:46.1', 36.80411264, 95.93843408525835, 136, 82, 52, 'Female', 52.97207327735009, 1.9452129354449406, 0.13681247745965125, 54, 13.999504784783642, 100, 'High Risk'),
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(157259, 81, 18, '55:46.1', 37.009273679207865, 96.53555352625155, 125, 79, 85, 'Female', 55.84605155902966, 1.7668852124919243, 0.13269098617180114, 46, 17.888577254265964, 94.33333333333333, 'High Risk'),
(157260, 85, 16, '54:46.1', 36.15035278955324, 99.85030228140909, 120, 81, 50, 'Male', 62.029217755677706, 1.7596393097268244, 0.052384938, 39, 20.033138500217813, 94, 'Low Risk'),
(157261, 60, 15, '53:46.1', 36.794702045462756, 99.91137711763413, 115, 77, 53, 'Female', 54.02129833531141, 1.9189079058957526, 0.063566131, 38, 14.670899883441914, 89.66666666666667, 'High Risk'),
(157262, 70, 18, '52:46.1', 37.20313498055103, 97.95311950097353, 120, 70, 81, 'Female', 99.82461614662043, 1.6179013307867633, 0.099397855, 50, 38.13586349775603, 86.66666666666666, 'High Risk'),
(157263, 74, 14, '51:46.1', 36.15939261884874, 95.84010667902653, 110, 75, 84, 'Female', 65.95828194849236, 1.7613997271946504, 0.14665546350573522, 35, 21.259521497002197, 86.66666666666667, 'Low Risk'),
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(157267, 97, 17, '47:46.1', 36.893032435516204, 97.23251499, 122, 89, 37, 'Female', 55.55422038232816, 1.561697760172816, 0.075254496, 33, 22.77839304354594, 100, 'High Risk'),
(157268, 95, 15, '46:46.1', 36.30604658529708, 96.52522309433354, 131, 73, 46, 'Male', 76.82848889, 1.544108360412685, 0.1352720584231155, 58, 32.22305722, 92.33333333333333, 'High Risk'),
(157269, 80, 18, '45:46.1', 36.11792738880116, 97.43403935989177, 117, 85, 55, 'Female', 63.43211686292409, 1.9815667905300596, 0.097444256, 32, 16.154435049410647, 95.66666666666667, 'High Risk'),
(157270, 96, 19, '44:46.1', 36.62171320210469, 97.07325149654893, 110, 83, 21, 'Male', 79.66100359386206, 1.815820965630889, 0.055477306382322705, 27, 24.16015527323065, 92, 'High Risk'),
(157271, 83, 18, '43:46.1', 36.44477366113742, 98.97401877339769, 137, 83, 22, 'Male', 89.37982303320295, 1.5358108220532665, 0.11199802479226478, 54, 37.89344093600607, 101, 'High Risk'),
(157272, 80, 17, '42:46.1', 36.01752989447673, 96.14165650795687, 122, 87, 21, 'Male', 99.39265374938626, 1.8000177850195695, 0.06553848, 35, 30.676138786129663, 98.66666666666667, 'High Risk'),
(157273, 75, 16, '41:46.1', 37.408024162291134, 99.94599646145575, 113, 72, 66, 'Female', 54.953263810319044, 1.5034103902088107, 0.14136066391974045, 41, 24.312991408081146, 85.66666666666667, 'Low Risk'),
(157274, 77, 17, '40:46.1', 36.92253665030764, 96.38058459444497, 118, 76, 41, 'Male', 77.42073929277117, 1.8936343803972306, 0.12402227280399794, 42, 21.59061703771034, 90, 'Low Risk'),
(157275, 73, 13, '39:46.1', 36.051559332238746, 95.97612300265438, 118, 70, 37, 'Male', 54.76508543, 1.769117924023121, 0.11501208916076379, 48, 17.498072202881133, 86, 'High Risk'),
(157276, 69, 14, '38:46.1', 36.45527736223698, 95.71738169844521, 113, 73, 79, 'Male', 67.26091630496919, 1.8077541655268923, 0.10761140383483246, 40, 20.581832411147246, 86.33333333333333, 'Low Risk'),
(157277, 91, 15, '37:46.1', 37.49882801456847, 99.30599392026691, 132, 84, 19, 'Male', 67.95288928, 1.6703365873646916, 0.10694647237398867, 48, 24.35566203081783, 100, 'High Risk'),
(157278, 64, 18, '36:46.1', 37.28392042526285, 99.68648519224581, 128, 80, 67, 'Female', 73.71511949, 1.9689092169628242, 0.095252182, 48, 19.01538793, 96, 'Low Risk'),
(157279, 64, 13, '35:46.1', 37.04615417346203, 99.25187713851122, 119, 80, 81, 'Female', 75.84433546556284, 1.8527157176203604, 0.052518903, 39, 22.09558878091825, 93, 'Low Risk'),
(157280, 91, 16, '34:46.1', 36.01740977345182, 96.52187016, 130, 88, 24, 'Male', 83.92860066575456, 1.9465561242465814, 0.065711134, 42, 22.150121973517642, 102, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(157282, 62, 13, '32:46.1', 36.84077192227677, 97.88607089194512, 121, 81, 46, 'Female', 60.18406145899466, 1.5824416328059658, 0.1060105439431196, 40, 24.03400192385628, 94.33333333333333, 'Low Risk'),
(157283, 71, 18, '31:46.1', 36.799019191203364, 98.85774565, 127, 75, 54, 'Female', 96.59855419037387, 1.9560916620776274, 0.1428631891066119, 52, 25.245979342908594, 92.33333333333333, 'Low Risk'),
(157284, 74, 12, '30:46.1', 36.539798651361465, 95.80666788436461, 123, 81, 72, 'Female', 60.53308434562018, 1.5514801098675375, 0.11483156854574994, 42, 25.147822052443203, 95, 'Low Risk'),
(157285, 82, 19, '29:46.1', 36.62612555522932, 98.77859559, 132, 80, 44, 'Male', 74.65996035972478, 1.7982842419419967, 0.10095254864483333, 52, 23.087190034406966, 97.33333333333333, 'Low Risk'),
(157286, 87, 14, '28:46.1', 36.899995968692565, 96.25182999254429, 136, 80, 28, 'Male', 89.07159577104707, 1.8457442697320046, 0.074670373, 56, 26.14545327476725, 98.66666666666666, 'Low Risk'),
(157287, 76, 16, '27:46.1', 37.32256106475781, 97.49749442574469, 115, 89, 33, 'Male', 66.23015263453682, 1.9196042778935636, 0.051906331, 26, 17.973486828141457, 97.66666666666667, 'High Risk'),
(157288, 89, 16, '26:46.1', 36.09907221, 97.15017466499386, 127, 79, 45, 'Male', 83.77699731895089, 1.7795972345644826, 0.058655534, 48, 26.45339069825676, 95, 'Low Risk'),
(157289, 96, 17, '25:46.1', 37.46976440049016, 98.07927247673597, 122, 72, 20, 'Female', 68.86176713173222, 1.6897696969861795, 0.066152014, 50, 24.11699139, 88.66666666666666, 'High Risk'),
(157290, 73, 18, '24:46.1', 36.74633882380717, 96.70552098524887, 113, 74, 25, 'Male', 62.20085999592372, 1.6828864524973595, 0.12488755713647946, 39, 21.962752157647945, 87, 'Low Risk'),
(157291, 63, 17, '23:46.1', 36.42172517885805, 98.05520819220452, 115, 78, 46, 'Male', 81.52488774987711, 1.9793424892561475, 0.06650588, 37, 20.808861256801176, 90.33333333333333, 'Low Risk'),
(157292, 85, 13, '22:46.1', 36.53549578815523, 98.44382472739454, 120, 85, 30, 'Female', 65.93534325, 1.5976584463386696, 0.1411077186580415, 35, 25.831545568360667, 96.66666666666667, 'Low Risk'),
(157293, 64, 19, '21:46.1', 36.34362831798537, 97.79929024252255, 117, 76, 72, 'Female', 72.16712310551387, 1.5020437100021322, 0.087507884, 41, 31.98705453940564, 89.66666666666667, 'High Risk'),
(157294, 77, 12, '20:46.1', 37.11428744994833, 96.87484234251892, 111, 70, 72, 'Female', 87.86759524489727, 1.5484992827854254, 0.096555722, 41, 36.64432478679565, 83.66666666666667, 'High Risk'),
(157295, 63, 17, '19:46.1', 37.22060820778213, 95.09200665399028, 121, 79, 75, 'Male', 95.32521126546212, 1.7906446505942295, 0.079420544, 42, 29.729592552160398, 93, 'Low Risk'),
(157296, 60, 13, '18:46.1', 36.69473616, 96.84248069044584, 136, 76, 49, 'Male', 75.06167842947244, 1.6944994484215945, 0.14960024235995906, 60, 26.141795182320713, 96, 'Low Risk'),
(157297, 60, 18, '17:46.1', 36.06800875495763, 99.29181777384699, 111, 80, 40, 'Female', 53.47725750656942, 1.7648832337989093, 0.11046129488705833, 31, 17.168690526002184, 90.33333333333333, 'High Risk'),
(157298, 69, 13, '16:46.1', 36.78287393368325, 95.98642355, 110, 79, 54, 'Female', 71.15579228, 1.6328887421855063, 0.068921018, 31, 26.686834906747006, 89.33333333333333, 'Low Risk'),
(157299, 90, 15, '15:46.1', 36.96838952831797, 99.74871124654764, 125, 79, 89, 'Male', 85.62090788580016, 1.5388790050480778, 0.07418645, 46, 36.15520925021969, 94.33333333333333, 'High Risk'),
(157300, 91, 16, '14:46.1', 36.44502971331036, 96.67601120212332, 116, 81, 84, 'Male', 87.73233708918983, 1.8508219221489606, 0.10764327091845946, 35, 25.611229560575346, 92.66666666666667, 'High Risk'),
(157301, 90, 13, '13:46.1', 36.29055361705938, 97.46177450833751, 121, 85, 56, 'Male', 75.08415038602293, 1.774096999801893, 0.069579404, 36, 23.855775986945382, 97, 'Low Risk'),
(157302, 91, 13, '12:46.1', 36.347302312049486, 96.00780166698249, 137, 84, 32, 'Male', 96.25815807830382, 1.6009741378516957, 0.075078261, 53, 37.55509927369978, 101.66666666666666, 'High Risk'),
(157303, 72, 15, '11:46.1', 36.63854963425621, 95.05089669, 123, 83, 76, 'Male', 99.94055000582233, 1.812231670471839, 0.1283430316679393, 40, 30.430865427303058, 96.33333333333333, 'High Risk'),
(157304, 71, 17, '10:46.1', 36.98457149, 95.67919335755704, 112, 80, 37, 'Male', 89.23745481165221, 1.523279535029821, 0.1117503164463172, 32, 38.45811202194603, 90.66666666666667, 'High Risk'),
(157305, 92, 19, '09:46.1', 36.01678669658294, 98.29246306699504, 126, 86, 80, 'Female', 67.18344820078356, 1.9015333835254489, 0.10918478496698046, 40, 18.58037100863204, 99.33333333333333, 'High Risk'),
(157306, 91, 17, '08:46.1', 37.39684603317573, 98.82430847, 117, 79, 63, 'Female', 88.37327160081739, 1.5572683348553362, 0.083990212, 38, 36.441313910702625, 91.66666666666667, 'High Risk'),
(157307, 66, 14, '07:46.1', 36.66540942880106, 95.28413223927369, 114, 74, 89, 'Female', 77.07118147368713, 1.6847341462294638, 0.1473786974188941, 40, 27.153715294422287, 87.33333333333333, 'Low Risk'),
(157308, 81, 12, '06:46.1', 37.418357895935465, 99.68112818873381, 138, 73, 78, 'Male', 89.83105407920318, 1.6236565327666717, 0.070613114, 65, 34.075180673156794, 94.66666666666666, 'High Risk'),
(157309, 65, 18, '05:46.1', 36.271650324896115, 95.02816019115193, 133, 78, 36, 'Male', 54.66584768876249, 1.537310148861259, 0.10954582928782325, 55, 23.130930218945284, 96.33333333333333, 'Low Risk'),
(157310, 99, 16, '04:46.1', 37.25406961723139, 95.05333627, 135, 74, 72, 'Female', 65.14550895880556, 1.533261016468718, 0.14866616395812632, 61, 27.711006095551177, 94.33333333333333, 'High Risk'),
(157311, 75, 13, '03:46.1', 36.402622144731815, 95.77366818968582, 133, 75, 88, 'Female', 60.59969743770945, 1.6322004371007035, 0.1442126105541648, 58, 22.74696588, 94.33333333333333, 'Low Risk'),
(157312, 64, 13, '02:46.1', 36.28516841046077, 99.92362499821006, 126, 71, 43, 'Male', 57.17125333008201, 1.5033854898086667, 0.058978496, 55, 25.295135174144086, 89.33333333333333, 'Low Risk'),
(157313, 91, 13, '01:46.1', 37.23968324088167, 96.22893632780615, 127, 85, 18, 'Female', 63.134668504805965, 1.5995057299538291, 0.12981112976336562, 42, 24.677224045557764, 99, 'High Risk'),
(157314, 81, 14, '00:46.1', 37.165898954569755, 97.32967647434461, 112, 76, 71, 'Female', 69.00719107883738, 1.7566670420723391, 0.1394976806617378, 36, 22.362247164045296, 88, 'Low Risk'),
(157315, 78, 18, '59:46.1', 37.26700833048638, 95.34240997647211, 112, 86, 82, 'Female', 71.37427101368483, 1.820868494553448, 0.11838708488100608, 26, 21.52705013835903, 94.66666666666667, 'Low Risk'),
(157316, 79, 18, '58:46.1', 36.593453851069384, 96.22696612508807, 127, 70, 33, 'Female', 53.88996932410576, 1.517619752090137, 0.051911295150869556, 57, 23.398175585962647, 89, 'Low Risk'),
(157317, 98, 16, '57:46.1', 36.297093314495555, 96.24450586224354, 134, 79, 38, 'Male', 83.19183085252799, 1.940568821590908, 0.13080452662499834, 55, 22.091366629025895, 97.33333333333333, 'High Risk'),
(157318, 63, 12, '56:46.1', 36.36724004552436, 97.48188390963192, 131, 75, 88, 'Male', 68.90145292568292, 1.946878767176217, 0.061393057, 56, 18.178186827176617, 93.66666666666666, 'High Risk'),
(157319, 69, 13, '55:46.1', 36.98866709498302, 95.42187018, 130, 81, 21, 'Female', 51.03311489844915, 1.6710931400473812, 0.06139028, 49, 18.274721377414004, 97.33333333333333, 'High Risk'),
(157320, 99, 12, '54:46.1', 36.451404019309116, 97.21499465359005, 113, 80, 76, 'Female', 68.16795730417029, 1.7240954978811198, 0.12691824581503178, 33, 22.932829633473368, 91, 'High Risk'),
(157321, 91, 19, '53:46.1', 36.39249827822445, 99.95946181324527, 137, 86, 41, 'Female', 67.92214623170841, 1.5922732060767082, 0.078980952, 51, 26.79021668489349, 103, 'High Risk'),
(157322, 90, 12, '52:46.1', 37.07257075, 96.88575198199011, 118, 73, 61, 'Male', 66.91231643737454, 1.507069085287219, 0.11122697206683156, 45, 29.460474849583324, 88, 'Low Risk'),
(157323, 89, 19, '51:46.1', 37.24206337269421, 97.04231672495106, 127, 87, 33, 'Male', 52.087771302942066, 1.8319154954511259, 0.05604163, 40, 15.521185991802188, 100.33333333333333, 'High Risk'),
(157324, 73, 13, '50:46.1', 37.04263990887267, 96.55064833300798, 113, 87, 47, 'Female', 62.72199121845986, 1.79941739, 0.093879707, 26, 19.371177049856517, 95.66666666666667, 'Low Risk'),
(157325, 91, 12, '49:46.1', 36.56468404030962, 95.00086946667432, 116, 75, 54, 'Female', 68.37317565, 1.5407181927374198, 0.13618578529918252, 41, 28.803106490475628, 88.66666666666667, 'High Risk'),
(157326, 70, 14, '48:46.1', 37.11602280873885, 97.34859871653796, 111, 85, 54, 'Female', 80.47002932202733, 1.9159641399280618, 0.086499372, 26, 21.920951785772164, 93.66666666666667, 'Low Risk'),
(157327, 94, 14, '47:46.1', 37.44376756552415, 99.51263647904409, 126, 77, 21, 'Male', 93.19253171576361, 1.5478394239425863, 0.063517825, 49, 38.89818182084573, 93.33333333333333, 'High Risk'),
(157328, 74, 12, '46:46.1', 36.33572443042202, 96.81356061595548, 130, 75, 55, 'Male', 66.46903916, 1.8185332582122646, 0.13761533812915466, 55, 20.09911359736099, 93.33333333333333, 'Low Risk'),
(157329, 71, 19, '45:46.1', 36.923457196178944, 96.83265069250375, 129, 84, 44, 'Male', 72.46904234392316, 1.534010003902491, 0.1077902869926029, 45, 30.796129600786255, 99, 'High Risk'),
(157330, 73, 12, '44:46.1', 36.70518557732137, 98.20238610095123, 113, 81, 67, 'Male', 60.63582460669322, 1.526504427417006, 0.080061491, 32, 26.021549363535012, 91.66666666666667, 'Low Risk'),
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(157508, 76, 13, '46:46.1', 36.95411500541022, 96.32531410464104, 121, 78, 27, 'Male', 77.20553292858136, 1.7403419956886483, 0.11438092607288787, 43, 25.490551095037663, 92.33333333333333, 'Low Risk'),
(157509, 78, 16, '45:46.1', 37.210274107351985, 95.93666217517355, 110, 78, 54, 'Male', 86.10229005878404, 1.628523958689594, 0.14496764998482034, 32, 32.465821611501006, 88.66666666666667, 'High Risk'),
(157510, 89, 15, '44:46.1', 37.04057028787064, 97.44570525452957, 139, 84, 19, 'Female', 62.20910652518971, 1.897443046620877, 0.050947366, 55, 17.278914902737988, 102.33333333333333, 'High Risk'),
(157511, 70, 15, '43:46.1', 36.60277572045735, 96.48785445690655, 133, 83, 24, 'Male', 59.53576078963239, 1.9163676048432783, 0.081734387, 50, 16.211390464519912, 99.66666666666666, 'High Risk'),
(157512, 71, 12, '42:46.1', 37.170245204783626, 99.55504980801858, 133, 87, 67, 'Male', 61.32110776450179, 1.6422334159151142, 0.080674686, 46, 22.737369637351083, 102.33333333333333, 'Low Risk'),
(157513, 83, 12, '41:46.1', 36.41793423987681, 96.38845573134834, 122, 74, 41, 'Female', 64.96916677210214, 1.7837180682457534, 0.13153820684395987, 48, 20.419959382913458, 90, 'Low Risk'),
(157514, 62, 13, '40:46.1', 37.01353456150764, 98.33035616622286, 133, 79, 47, 'Female', 94.01252320586403, 1.7431874262216849, 0.13706507384856198, 54, 30.938377879645667, 97, 'High Risk'),
(157515, 99, 19, '39:46.1', 36.67905336856134, 97.31927411500087, 116, 74, 30, 'Female', 51.22267724068127, 1.6953090296610123, 0.1376994819492195, 42, 17.822331749942602, 88, 'High Risk'),
(157516, 90, 16, '38:46.1', 36.41790352867538, 95.99970110114624, 117, 87, 71, 'Female', 85.48687963, 1.767345477270636, 0.080077802, 30, 27.36885063, 97, 'Low Risk'),
(157517, 89, 16, '37:46.1', 37.44335335024301, 98.33109563477187, 124, 84, 44, 'Female', 99.79891056727001, 1.6968028916742453, 0.11321544870639617, 40, 34.66274954445318, 97.33333333333333, 'High Risk'),
(157518, 63, 14, '36:46.1', 36.06832074566013, 97.42755715665035, 129, 72, 78, 'Male', 50.32197002753117, 1.8798070564990068, 0.13259000348759292, 57, 14.240691675329833, 91, 'High Risk'),
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(157520, 99, 18, '34:46.1', 36.319504767298895, 95.47060977119393, 115, 82, 51, 'Male', 79.6720202, 1.5401400916891066, 0.061431983793982126, 33, 33.58809532471663, 93, 'High Risk'),
(157521, 80, 18, '33:46.1', 37.43937096101885, 97.31031516, 124, 82, 61, 'Male', 76.30185433565313, 1.5126090904503444, 0.10416929964221397, 42, 33.348912820195224, 96, 'High Risk'),
(157522, 64, 19, '32:46.1', 36.01018877307154, 97.99044224468217, 127, 75, 41, 'Male', 69.63894584375497, 1.9581667238922371, 0.13793507162106955, 52, 18.161547719732148, 92.33333333333333, 'High Risk'),
(157523, 88, 17, '31:46.1', 36.712537725697366, 97.44184007318364, 128, 83, 77, 'Female', 72.06031839806613, 1.6018835804450684, 0.12576223963867889, 45, 28.082403622264536, 98, 'Low Risk'),
(157524, 62, 18, '30:46.1', 36.27241075245311, 99.67629403790998, 134, 74, 75, 'Male', 73.50827997317076, 1.705205040521334, 0.07923233, 60, 25.280347843586654, 94, 'Low Risk'),
(157525, 92, 16, '29:46.1', 37.12165507695038, 95.07050141965267, 112, 81, 55, 'Female', 63.32932171473068, 1.702546917276557, 0.14919074313197295, 31, 21.847747065014858, 91.33333333333333, 'High Risk'),
(157526, 69, 14, '28:46.1', 37.41088738057137, 98.97486921588481, 123, 77, 77, 'Male', 90.84096274654749, 1.8026253396507497, 0.075774407, 46, 27.955726624999663, 92.33333333333333, 'Low Risk'),
(157527, 63, 18, '27:46.1', 36.84289277291513, 98.33664435, 125, 72, 87, 'Male', 64.22799907663463, 1.7780369462374435, 0.11090976946899364, 53, 20.316216413243396, 89.66666666666666, 'Low Risk'),
(157528, 62, 19, '26:46.1', 36.09064469918985, 97.94657379655536, 124, 81, 60, 'Female', 75.56758687046964, 1.6609195792896045, 0.13661523198981407, 43, 27.392920971759672, 95.33333333333333, 'Low Risk'),
(157529, 98, 19, '25:46.1', 36.60937230180272, 95.47271483266695, 117, 73, 35, 'Female', 94.09552879177883, 1.619499397880399, 0.1408632004594815, 44, 35.876280050542945, 87.66666666666667, 'High Risk'),
(157530, 92, 16, '24:46.1', 37.477576963153865, 98.25201540318216, 116, 83, 68, 'Female', 66.86648270672367, 1.7579227349559186, 0.11940686596872499, 33, 21.63759130368485, 94, 'High Risk'),
(157531, 63, 15, '23:46.1', 36.48032303263237, 95.72911849387246, 138, 82, 87, 'Male', 81.40059585, 1.81775721, 0.099710319, 56, 24.63518522060918, 100.66666666666666, 'Low Risk'),
(157532, 68, 12, '22:46.1', 36.271291741179795, 98.02299328655074, 111, 80, 83, 'Female', 93.03300839382737, 1.739257729782479, 0.11622522236984333, 31, 30.754536101973713, 90.33333333333333, 'High Risk'),
(157533, 90, 13, '21:46.1', 36.21359317763678, 98.15725247136831, 134, 82, 63, 'Female', 80.01238620962907, 1.517731430770898, 0.074997744, 52, 34.73500506002435, 99.33333333333333, 'High Risk'),
(157534, 79, 14, '20:46.1', 36.57897503643039, 96.34460210113893, 121, 88, 34, 'Female', 89.97798089781027, 1.5003801919897761, 0.11662807661606138, 33, 39.96994949174685, 99, 'High Risk'),
(157535, 81, 13, '19:46.1', 36.96675452749965, 97.34409713213657, 120, 86, 71, 'Male', 67.15651419218094, 1.7912805294191803, 0.1175896529185495, 34, 20.92960032580592, 97.33333333333333, 'Low Risk'),
(157536, 77, 15, '18:46.1', 36.15194547313682, 95.05604633032918, 128, 82, 21, 'Female', 57.508074424000824, 1.9289217513330104, 0.11745789599846586, 46, 15.456088837869219, 97.33333333333333, 'High Risk'),
(157537, 65, 16, '17:46.1', 36.333833406581824, 95.16506504049728, 122, 81, 27, 'Male', 59.00024031, 1.5229274063343625, 0.052655372, 41, 25.438727083791267, 94.66666666666667, 'Low Risk'),
(157538, 60, 12, '16:46.1', 37.040915758188596, 98.54970031, 136, 82, 27, 'Male', 55.572708446849006, 1.7010771168793246, 0.10732231333791031, 54, 19.20496670818956, 100, 'Low Risk'),
(157539, 83, 18, '15:46.1', 37.093266418024676, 99.58816905244844, 134, 89, 33, 'Female', 71.51656530056796, 1.8477140758721289, 0.11713064349936378, 45, 20.94773706597294, 104, 'Low Risk'),
(157540, 81, 16, '14:46.1', 37.09557085778174, 98.63873941504168, 129, 73, 70, 'Male', 73.13230257436747, 1.645189784491385, 0.076177383, 56, 27.019495707490346, 91.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(157542, 90, 18, '12:46.1', 36.74236472350202, 96.91589965, 121, 85, 20, 'Male', 82.97402119258265, 1.5572344004088783, 0.12247321486157595, 36, 34.21638783330152, 97, 'High Risk'),
(157543, 88, 16, '11:46.1', 37.36655758766236, 98.38988972814968, 114, 84, 50, 'Male', 78.69308542708391, 1.718723919959509, 0.063806649, 30, 26.63939338892985, 94, 'Low Risk'),
(157544, 96, 16, '10:46.1', 36.35516177008998, 95.46857091683543, 115, 72, 42, 'Male', 86.78375642929672, 1.8395714904674108, 0.05109179, 43, 25.64514175658314, 86.33333333333333, 'High Risk'),
(157545, 71, 18, '09:46.1', 37.477416775264864, 98.63086491817518, 110, 85, 28, 'Male', 76.08693743162753, 1.7827694327599564, 0.14954270638883083, 25, 23.93975742548253, 93.33333333333333, 'Low Risk'),
(157546, 82, 15, '08:46.1', 36.75891666390387, 99.04644764980324, 121, 83, 22, 'Male', 82.68486424739646, 1.5509056403020371, 0.1200099247711432, 38, 34.375994158989215, 95.66666666666667, 'High Risk'),
(157547, 98, 17, '07:46.1', 36.25458737663589, 97.01977041, 113, 86, 69, 'Male', 98.38790544318442, 1.5568018749760657, 0.12245995017980738, 27, 40.59523156966028, 95, 'High Risk'),
(157548, 92, 15, '06:46.1', 36.87788956976243, 95.01988668149883, 111, 70, 83, 'Female', 85.97820339, 1.7261144490383966, 0.1262515626017042, 41, 28.856867800517968, 83.66666666666667, 'High Risk'),
(157549, 81, 17, '05:46.1', 36.15307315009394, 99.36901193, 123, 75, 18, 'Female', 84.09227844720158, 1.5104193374377846, 0.10870714578579219, 48, 36.86048501463059, 91, 'High Risk'),
(157550, 75, 16, '04:46.1', 36.073873028004506, 96.2450049, 117, 72, 85, 'Male', 65.10015030559143, 1.7269944518523705, 0.10563832528712969, 45, 21.827304474875223, 87, 'Low Risk'),
(157551, 75, 14, '03:46.1', 36.983036317060176, 99.89502840559379, 131, 81, 46, 'Male', 95.75823551994499, 1.5999352355048924, 0.076214378, 50, 37.40858912417044, 97.66666666666666, 'High Risk'),
(157552, 66, 15, '02:46.1', 36.62641337869562, 97.94876114365401, 136, 71, 61, 'Female', 97.7753191, 1.5996463590246504, 0.143183589, 65, 38.210373100423865, 92.66666666666666, 'High Risk'),
(157553, 98, 18, '01:46.1', 36.476588433207915, 97.98913448554005, 114, 81, 64, 'Female', 71.42271860183563, 1.9941371603446636, 0.12082373364820798, 33, 17.960826756433832, 92, 'High Risk'),
(157554, 67, 19, '00:46.1', 36.378347937224426, 99.34651495975822, 138, 78, 79, 'Female', 92.36908103995447, 1.5131993965343657, 0.12016249076738847, 60, 40.339852331362394, 98, 'High Risk'),
(157555, 84, 15, '59:46.1', 36.882976505090475, 97.22658771862254, 114, 71, 62, 'Female', 91.62364077, 1.8099559107279104, 0.14766947155007332, 43, 27.968653154882162, 85.33333333333333, 'Low Risk'),
(157556, 89, 17, '58:46.1', 36.03632953181954, 97.22523956970934, 134, 78, 84, 'Male', 54.58811721647824, 1.6975634910510917, 0.12830719653818512, 56, 18.942882376774765, 96.66666666666666, 'Low Risk'),
(157557, 72, 12, '57:46.1', 36.91843698863052, 96.29127018092565, 110, 81, 78, 'Male', 66.63309786724403, 1.517001186775453, 0.070076707, 29, 28.95463960020075, 90.66666666666667, 'Low Risk'),
(157558, 84, 17, '56:46.1', 37.27409921, 98.02069132764149, 114, 70, 38, 'Male', 64.94518640283408, 1.9468325750838005, 0.081826844, 44, 17.135222923670735, 84.66666666666667, 'High Risk'),
(157559, 98, 16, '55:46.1', 36.84805196128892, 99.33006974, 131, 76, 61, 'Male', 78.4209295, 1.5227853891712044, 0.14914598252975808, 55, 33.818518870975055, 94.33333333333333, 'High Risk'),
(157560, 74, 12, '54:46.1', 36.85637461344121, 96.60110310012196, 135, 81, 51, 'Female', 69.28041157666883, 1.6914654002569094, 0.12202902760949945, 54, 24.21498598496848, 99, 'Low Risk'),
(157561, 79, 19, '53:46.1', 36.15149929494025, 99.49616324400031, 113, 74, 51, 'Male', 89.55462674089392, 1.6705182374196994, 0.13683492634606564, 39, 32.09117253935872, 87, 'High Risk'),
(157562, 69, 17, '52:46.1', 36.10071997332147, 96.64838314, 139, 86, 78, 'Male', 50.215476161520016, 1.978225862957473, 0.051549635, 53, 12.831748362910362, 103.66666666666666, 'High Risk'),
(157563, 83, 16, '51:46.1', 37.20899277522099, 97.79706191651574, 135, 86, 37, 'Male', 62.65464525799841, 1.5433303982751405, 0.12360398964234508, 49, 26.304827288840745, 102.33333333333333, 'Low Risk'),
(157564, 60, 19, '50:46.1', 37.49660856489271, 98.60656109586775, 138, 81, 21, 'Male', 79.82649805401766, 1.5455430450652496, 0.14241785977245724, 57, 33.418339529796825, 100, 'High Risk'),
(157565, 61, 19, '49:46.1', 36.325567805868175, 99.06720464963716, 113, 83, 42, 'Male', 58.44211505716415, 1.8505159390275316, 0.099811462, 30, 17.066334935777295, 93, 'High Risk'),
(157566, 80, 17, '48:46.1', 36.22891321966034, 95.13601258559744, 115, 89, 39, 'Female', 73.99837704790158, 1.6096831101400122, 0.064713656, 26, 28.55889636182105, 97.66666666666667, 'Low Risk'),
(157567, 64, 19, '47:46.1', 37.40393654155631, 95.31557345624348, 113, 88, 52, 'Male', 77.86329781, 1.6258264426740676, 0.12309462112031039, 25, 29.456722837754977, 96.33333333333333, 'Low Risk'),
(157568, 82, 14, '46:46.1', 37.18809198078441, 98.34006944349466, 124, 85, 83, 'Male', 80.93273603509604, 1.7124520966328396, 0.064970955, 39, 27.598619528139235, 98, 'Low Risk'),
(157569, 88, 15, '45:46.1', 37.33410121390924, 97.69734779051353, 114, 82, 42, 'Male', 79.84484079881561, 1.618345104695896, 0.075315925, 32, 30.486290409886617, 92.66666666666667, 'High Risk'),
(157570, 91, 19, '44:46.1', 37.362595593992644, 95.99623583996897, 131, 79, 50, 'Male', 66.50651632393227, 1.5625908391695837, 0.11561235812380936, 52, 27.23790193067825, 96.33333333333333, 'High Risk'),
(157571, 62, 18, '43:46.1', 36.811628129060175, 97.91433600450982, 126, 88, 78, 'Male', 55.6149806, 1.969284015, 0.11697279693222774, 38, 14.340856120773074, 100.66666666666667, 'High Risk'),
(157572, 75, 12, '42:46.1', 37.320218693020635, 95.93074907213663, 126, 85, 86, 'Female', 76.12407065896811, 1.557113714162204, 0.1385880087369952, 41, 31.396507769749466, 98.66666666666667, 'High Risk'),
(157573, 92, 15, '41:46.1', 36.72353490712936, 99.70132199804628, 119, 81, 26, 'Female', 68.82106027, 1.7727005281325423, 0.094493421, 38, 21.90032758193459, 93.66666666666667, 'High Risk'),
(157574, 99, 15, '40:46.1', 37.34853047841648, 98.12805639966871, 132, 80, 64, 'Male', 77.87552514, 1.8823525681929207, 0.087680746, 52, 21.978550474061823, 97.33333333333333, 'High Risk'),
(157575, 64, 15, '39:46.1', 36.83220642799592, 99.04652734950201, 127, 74, 19, 'Female', 69.78174691908829, 1.8249793404853831, 0.11903336190123127, 53, 20.952021570732416, 91.66666666666666, 'Low Risk'),
(157576, 64, 12, '38:46.1', 36.95168697328882, 96.97951370617405, 125, 74, 58, 'Female', 74.48102406172276, 1.6301225991040602, 0.14477416638184465, 51, 28.028838596938055, 91, 'Low Risk'),
(157577, 86, 17, '37:46.1', 36.61548436377573, 95.66869057735703, 119, 81, 85, 'Male', 63.03991677305264, 1.6457005957921973, 0.050414760573425005, 38, 23.27630173415162, 93.66666666666667, 'Low Risk'),
(157578, 63, 14, '36:46.1', 37.310157733507914, 98.18892831554056, 126, 89, 25, 'Female', 98.74250677, 1.6429020475367313, 0.050458385137624934, 37, 36.58312548, 101.33333333333333, 'High Risk'),
(157579, 84, 14, '35:46.1', 36.65343983578628, 99.97008470513823, 135, 70, 88, 'Female', 96.60381926049295, 1.974624446874035, 0.077154183, 65, 24.77566257904078, 91.66666666666666, 'Low Risk'),
(157580, 80, 18, '34:46.1', 37.19161744445262, 96.98475566830557, 114, 89, 29, 'Female', 88.32515693442643, 1.5508032106028722, 0.14131899142047044, 25, 36.72578055285701, 97.33333333333333, 'High Risk'),
(157581, 96, 16, '33:46.1', 36.77276569219852, 97.59055567345975, 122, 71, 28, 'Male', 92.47009179393015, 1.6639377620996223, 0.096731778, 51, 33.39851313406211, 88, 'High Risk'),
(157582, 82, 18, '32:46.1', 36.80370806522572, 98.57854615932465, 126, 86, 31, 'Male', 68.63153119, 1.8571321805413725, 0.071582462, 40, 19.899311806960814, 99.33333333333333, 'Low Risk'),
(157583, 87, 12, '31:46.1', 36.30901587296352, 98.50686041643746, 122, 84, 33, 'Male', 99.762666, 1.7783144347433306, 0.1181626401501677, 38, 31.54648232099685, 96.66666666666667, 'High Risk'),
(157584, 95, 16, '30:46.1', 36.62552424361001, 97.56405170794982, 131, 85, 56, 'Female', 58.23305312, 1.6260055928893937, 0.12089050179595211, 46, 22.025485505667977, 100.33333333333333, 'High Risk'),
(157585, 95, 16, '29:46.1', 37.20026750151578, 95.67198613245526, 133, 78, 87, 'Male', 82.74077747449236, 1.524581028612931, 0.066916768, 55, 35.59742428277188, 96.33333333333333, 'High Risk'),
(157586, 83, 12, '28:46.1', 37.17153077371001, 95.69716901681221, 120, 82, 71, 'Female', 56.97611134589262, 1.975507843199222, 0.063813276, 38, 14.599409440279013, 94.66666666666667, 'High Risk'),
(157587, 75, 16, '27:46.1', 37.19582957, 95.73805449206972, 125, 71, 48, 'Male', 60.215697665852765, 1.8783545279688303, 0.13217210941756485, 54, 17.066897896028674, 89, 'High Risk'),
(157588, 69, 18, '26:46.1', 37.47906319210229, 99.17280423854442, 128, 74, 19, 'Female', 56.89170573136443, 1.880538009, 0.12408261647635005, 54, 16.08735789027611, 92, 'High Risk'),
(157589, 78, 14, '25:46.1', 36.470943971929486, 99.22604735927703, 125, 77, 66, 'Female', 61.29353541576975, 1.8481452664525349, 0.064422547, 48, 17.94495871940154, 93, 'High Risk'),
(157590, 98, 19, '24:46.1', 36.75114847925113, 96.71144678, 131, 70, 88, 'Male', 92.60563361625111, 1.8805468559097733, 0.12695244249897608, 61, 26.18599556120736, 90.33333333333333, 'High Risk'),
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(157768, 78, 17, '26:46.1', 37.479987644994836, 95.41006907953745, 133, 72, 79, 'Female', 67.54318739, 1.5254748422858775, 0.11213837825891253, 61, 29.024948093634116, 92.33333333333333, 'Low Risk'),
(157769, 63, 18, '25:46.1', 36.57680581202811, 99.49858137391413, 121, 76, 84, 'Female', 58.51516119, 1.591276837489647, 0.066424723, 45, 23.108774954104064, 91, 'Low Risk'),
(157770, 70, 14, '24:46.1', 36.01010050355462, 95.81120295308943, 114, 79, 77, 'Male', 93.32172393323557, 1.9636899152192069, 0.085865438, 35, 24.20120182, 90.66666666666667, 'Low Risk'),
(157771, 82, 17, '23:46.1', 37.481744436465284, 99.75229676118539, 121, 87, 39, 'Female', 99.44222733073059, 1.6117155000814183, 0.1099868545933061, 34, 38.28195231664053, 98.33333333333333, 'High Risk'),
(157772, 62, 17, '22:46.1', 36.32612978001135, 99.57506821235023, 127, 87, 30, 'Male', 53.16039127130985, 1.7263795650672613, 0.11029165410717509, 40, 17.836744666220056, 100.33333333333333, 'High Risk'),
(157773, 95, 18, '21:46.1', 36.92025322, 98.79116348907897, 128, 86, 50, 'Male', 81.62268736946972, 1.9491866985143973, 0.12569844790071583, 42, 21.483449307526417, 100, 'High Risk'),
(157774, 92, 13, '20:46.1', 36.71709595, 98.92585602391827, 130, 88, 79, 'Female', 81.50790348663077, 1.9613040817219594, 0.055563647, 42, 21.188970592192018, 102, 'High Risk'),
(157775, 68, 16, '19:46.1', 37.217888577499416, 99.16922290561237, 138, 81, 69, 'Female', 59.692938664267345, 1.7826260669781635, 0.055366881, 57, 18.78462172670753, 100, 'Low Risk'),
(157776, 67, 16, '18:46.1', 37.20381483004069, 99.18356624110211, 123, 88, 34, 'Male', 57.129829218671254, 1.7465464720554147, 0.073963815, 35, 18.728484425101904, 99.66666666666667, 'Low Risk'),
(157777, 70, 18, '17:46.1', 36.73324199671526, 95.28643394, 125, 73, 75, 'Female', 91.59628535195634, 1.8290738031637421, 0.092788884, 52, 27.37886259234373, 90.33333333333333, 'Low Risk'),
(157778, 62, 16, '16:46.1', 37.076223460187876, 98.58599110759326, 128, 79, 28, 'Male', 55.649677161323254, 1.737257218192176, 0.079121466, 49, 18.438874125382704, 95.33333333333333, 'High Risk'),
(157779, 62, 12, '15:46.1', 37.24102196338126, 99.76493763986106, 138, 80, 38, 'Male', 91.11719608359084, 1.7652299784660876, 0.1464127260285443, 58, 29.241372834765325, 99.33333333333333, 'Low Risk'),
(157780, 85, 13, '14:46.1', 37.39621257186165, 95.30631518376492, 111, 81, 68, 'Male', 85.52264669104352, 1.5683672520076886, 0.13327647428499348, 30, 34.768471743926526, 91, 'High Risk'),
(157781, 83, 16, '13:46.1', 36.752425550498224, 97.72997850506115, 134, 85, 40, 'Female', 87.50359487126556, 1.535520288809843, 0.10714753069532934, 49, 37.11203567826422, 101.33333333333333, 'High Risk'),
(157782, 92, 15, '12:46.1', 37.34526298503627, 96.01735904519785, 129, 82, 40, 'Female', 73.40984127862217, 1.6956322233954502, 0.082621135, 47, 25.532360200890775, 97.66666666666667, 'High Risk'),
(157783, 79, 16, '11:46.1', 36.04094546772885, 99.18417332515982, 115, 72, 39, 'Female', 50.00578645, 1.7307682118544157, 0.11414162417792746, 43, 16.693309353007372, 86.33333333333333, 'High Risk'),
(157784, 72, 17, '10:46.1', 36.67308103618453, 99.51045428342478, 137, 84, 76, 'Male', 95.70248721569358, 1.545187082333252, 0.062472835, 53, 40.083080155868075, 101.66666666666666, 'High Risk'),
(157785, 95, 17, '09:46.1', 37.44306838178099, 96.20614167176599, 128, 76, 22, 'Male', 90.39999152858687, 1.962948419307332, 0.066876949, 52, 23.46122120656557, 93.33333333333333, 'High Risk'),
(157786, 84, 13, '08:46.1', 37.435838654736514, 99.17059348185839, 128, 88, 18, 'Male', 77.48743793800364, 1.520808554, 0.14628074114435652, 40, 33.50288515, 101.33333333333333, 'High Risk'),
(157787, 69, 18, '07:46.1', 36.33054649091498, 99.66291922735869, 134, 79, 21, 'Male', 78.55772034465791, 1.6086725575703213, 0.095537444, 55, 30.356630593354687, 97.33333333333333, 'High Risk'),
(157788, 88, 18, '06:46.1', 36.719958157700844, 98.25182949848319, 120, 78, 39, 'Male', 86.68293970101138, 1.9460978988483417, 0.050157196, 42, 22.887811273012392, 92, 'Low Risk'),
(157789, 87, 15, '05:46.1', 37.07431097518008, 98.06748670629119, 136, 71, 65, 'Male', 72.21921228304066, 1.9800760100439787, 0.074313584, 65, 18.41997443, 92.66666666666666, 'High Risk'),
(157790, 70, 15, '04:46.1', 36.28841949931759, 95.02527996954832, 118, 83, 56, 'Male', 62.13195813433071, 1.8411849048888644, 0.090781789, 35, 18.328217487518277, 94.66666666666667, 'High Risk'),
(157791, 90, 18, '03:46.1', 37.3470194, 97.75877720086964, 134, 80, 73, 'Male', 86.22482383571696, 1.6560724012990615, 0.11772886880053242, 54, 31.439358535784756, 98, 'High Risk'),
(157792, 94, 12, '02:46.1', 36.164602234152945, 96.91113757317851, 116, 71, 82, 'Female', 71.62286048381674, 1.8511707703259874, 0.11310207957471742, 45, 20.900597101370348, 86, 'High Risk'),
(157793, 69, 14, '01:46.1', 36.14387985612943, 97.86487147790744, 118, 76, 86, 'Male', 57.60996673972861, 1.5756116382499321, 0.11331536766363697, 42, 23.20594531, 90, 'Low Risk'),
(157794, 99, 17, '00:46.1', 37.405189755921576, 98.11799086427752, 131, 70, 40, 'Male', 91.59846015592619, 1.7347343878088488, 0.07685172, 61, 30.43842647111473, 90.33333333333333, 'High Risk'),
(157795, 90, 15, '59:46.1', 36.156015389020695, 95.28154014361105, 136, 89, 75, 'Male', 76.29895146093156, 1.9664778169169703, 0.060764155, 47, 19.730607913709953, 104.66666666666667, 'Low Risk'),
(157796, 68, 18, '58:46.1', 36.21696071000906, 95.99046530138251, 137, 72, 88, 'Male', 51.60148932156315, 1.6447446345422532, 0.13620273964852914, 65, 19.075032200698555, 93.66666666666666, 'Low Risk'),
(157797, 97, 19, '57:46.1', 37.40421265183733, 97.09154413, 118, 86, 88, 'Female', 65.66556511305234, 1.5580633707112748, 0.057871850325922285, 32, 27.050011297998534, 96.66666666666667, 'High Risk'),
(157798, 72, 19, '56:46.1', 37.419400297317296, 97.36675951, 113, 80, 45, 'Male', 66.59771529234393, 1.7010356289929267, 0.1241609209215696, 33, 23.016141032817163, 91, 'Low Risk'),
(157799, 98, 15, '55:46.1', 36.646141330491616, 97.45480048041058, 134, 75, 41, 'Female', 63.60698709390538, 1.560964603854373, 0.10978765537229221, 59, 26.10470045903539, 94.66666666666666, 'High Risk'),
(157800, 75, 16, '54:46.1', 36.31322405377943, 95.98688534965882, 131, 72, 85, 'Female', 66.86242608, 1.9952213197029138, 0.13187895844210828, 59, 16.79577225935135, 91.66666666666666, 'High Risk'),
(157801, 86, 19, '53:46.1', 36.433981918645884, 97.62360412214723, 139, 88, 27, 'Female', 69.74199046267816, 1.543777471, 0.13506774532499063, 51, 29.263410560034888, 105, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(157803, 96, 16, '51:46.1', 37.490626684958045, 95.72947877017427, 138, 82, 33, 'Female', 75.77353881104045, 1.9114274566996377, 0.073031232, 56, 20.739674214310043, 100.66666666666666, 'High Risk'),
(157804, 73, 17, '50:46.1', 36.74515095458984, 96.26694344, 129, 81, 64, 'Female', 81.53180593764893, 1.8617031441314749, 0.10824468641848566, 48, 23.523730631379703, 97, 'Low Risk'),
(157805, 64, 12, '49:46.1', 36.736294226988775, 97.41431572193758, 130, 71, 62, 'Female', 66.18722680024383, 1.7168886555379075, 0.14813141101289118, 59, 22.453803765180098, 90.66666666666666, 'Low Risk'),
(157806, 63, 18, '48:46.1', 37.36401641833255, 95.1395992, 130, 74, 81, 'Female', 81.96604528974439, 1.8119141579416098, 0.085068114, 56, 24.966562137266333, 92.66666666666666, 'Low Risk'),
(157807, 86, 14, '47:46.1', 37.31651310600995, 99.30450398040301, 135, 74, 77, 'Male', 81.07969464153088, 1.8087577420307674, 0.1284703861025099, 61, 24.78285285482563, 94.33333333333333, 'Low Risk'),
(157808, 65, 17, '46:46.1', 37.17588483143501, 98.53284003551269, 124, 70, 59, 'Female', 58.49797428197543, 1.988155618769608, 0.072464579, 54, 14.799262634267052, 88, 'High Risk'),
(157809, 87, 18, '45:46.1', 36.111764405305955, 96.59601862, 138, 79, 69, 'Male', 75.04930717551592, 1.5655781759444707, 0.090540415, 59, 30.619434814364347, 98.66666666666666, 'High Risk'),
(157810, 94, 16, '44:46.1', 36.28571244892819, 99.28681187100592, 127, 75, 55, 'Male', 81.82348488079549, 1.5420261454291697, 0.11714896427205211, 52, 34.41077846, 92.33333333333333, 'High Risk'),
(157811, 83, 13, '43:46.1', 36.37915160083137, 97.93184787690566, 139, 71, 73, 'Female', 89.95778289777624, 1.6861531458491559, 0.1358840749263765, 68, 31.64059989636212, 93.66666666666666, 'High Risk'),
(157812, 70, 15, '42:46.1', 37.09076305961955, 95.04316396742357, 131, 74, 19, 'Female', 72.42446726148957, 1.6951445300188155, 0.075166212, 57, 25.20413772843842, 93, 'Low Risk'),
(157813, 96, 16, '41:46.1', 36.47465820947985, 95.75027122143473, 130, 76, 82, 'Female', 55.99538695138874, 1.7766147658143772, 0.084096821, 54, 17.740494268141216, 94, 'High Risk'),
(157814, 89, 13, '40:46.1', 36.558178264930376, 98.83253007, 128, 75, 66, 'Female', 99.09410397940118, 1.9226878213645455, 0.0789591, 53, 26.805892045871158, 92.66666666666666, 'Low Risk'),
(157815, 83, 17, '39:46.1', 36.40396673672544, 97.32559861824438, 130, 80, 62, 'Female', 56.714947309891095, 1.570288967994755, 0.058908973, 50, 23.000558081190096, 96.66666666666666, 'Low Risk'),
(157816, 64, 18, '38:46.1', 36.00455193175361, 95.65382323683507, 133, 87, 44, 'Male', 61.43812838, 1.9899159542647828, 0.12814114613096872, 46, 15.515597653197656, 102.33333333333333, 'High Risk'),
(157817, 98, 17, '37:46.1', 37.274175768448885, 97.34166361753488, 125, 82, 69, 'Female', 81.7728827, 1.5154927529061832, 0.14978136737644215, 43, 35.604228550683516, 96.33333333333333, 'High Risk'),
(157818, 76, 16, '36:46.1', 37.169476823651955, 96.17625326861939, 126, 76, 81, 'Male', 86.06425617103059, 1.6461181099398057, 0.070140176, 50, 31.76148750916885, 92.66666666666666, 'High Risk'),
(157819, 98, 16, '35:46.1', 36.349254403524405, 99.33230891214838, 131, 82, 71, 'Male', 51.10069805661202, 1.7966769199011599, 0.13422611144317242, 49, 15.830216519952462, 98.33333333333333, 'High Risk'),
(157820, 74, 19, '34:46.1', 36.08485438061718, 97.04611154270603, 122, 87, 70, 'Male', 63.018806103390204, 1.5959374506859128, 0.12172398548784386, 35, 24.742207167198654, 98.66666666666667, 'Low Risk'),
(157821, 91, 18, '33:46.1', 36.026544929025725, 97.90961239105143, 129, 70, 38, 'Female', 73.20443566, 1.9172129055720752, 0.11010518536147801, 59, 19.91575199449301, 89.66666666666666, 'High Risk'),
(157822, 60, 14, '32:46.1', 37.277640531203396, 95.46801196449567, 132, 89, 35, 'Male', 58.760514648354615, 1.7242533552966266, 0.070648477, 43, 19.76439074247383, 103.33333333333333, 'Low Risk'),
(157823, 83, 13, '31:46.1', 36.70322482985118, 95.76116506302202, 131, 78, 18, 'Female', 71.22820707708482, 1.7226280719820068, 0.11491123385641029, 53, 24.003190517114742, 95.66666666666666, 'Low Risk'),
(157824, 93, 17, '30:46.1', 36.48166634632925, 96.35555167263095, 135, 77, 62, 'Male', 97.20433066841915, 1.661012150559083, 0.092483116, 58, 35.23221887991488, 96.33333333333333, 'High Risk'),
(157825, 98, 16, '29:46.1', 36.56569955, 95.75434278, 135, 78, 42, 'Female', 72.58991982, 1.9122993357992173, 0.11386248476869633, 57, 19.85018544216436, 97, 'High Risk'),
(157826, 76, 12, '28:46.1', 36.591064404178745, 96.35903736141334, 121, 76, 51, 'Female', 99.96786937888916, 1.5010584910389035, 0.10715550461536477, 45, 44.367525238097706, 91, 'High Risk'),
(157827, 71, 15, '27:46.1', 36.92945883618078, 99.76314979076889, 136, 81, 64, 'Male', 57.87169670887987, 1.7196851274913627, 0.1387012202598112, 55, 19.568986999951147, 99.33333333333333, 'Low Risk'),
(157828, 76, 17, '26:46.1', 37.09527760637375, 97.68927724856397, 132, 76, 59, 'Female', 71.85141184133938, 1.9105747351624625, 0.11922447237630006, 56, 19.68372302168303, 94.66666666666666, 'Low Risk'),
(157829, 83, 19, '25:46.1', 36.013054328274535, 98.50767200724586, 139, 72, 23, 'Male', 75.31763982530197, 1.5122078202091278, 0.068655503, 67, 32.93621910583836, 94.33333333333333, 'High Risk'),
(157830, 93, 16, '24:46.1', 36.32828430608518, 97.15983573, 131, 71, 89, 'Male', 80.69666099524852, 1.7915836207967242, 0.1491962130890521, 60, 25.140933454416412, 91, 'High Risk'),
(157831, 78, 13, '23:46.1', 36.15804732177259, 96.96792952, 122, 85, 48, 'Male', 89.46532819931201, 1.9580945806295411, 0.057202164, 37, 23.333905172929807, 97.33333333333333, 'Low Risk'),
(157832, 63, 13, '22:46.1', 37.475601917748364, 95.27734392119893, 137, 83, 62, 'Female', 69.51333349255879, 1.512963417603138, 0.051419768, 54, 30.367655293573268, 101, 'High Risk'),
(157833, 62, 15, '21:46.1', 36.64076791798001, 96.56134542599173, 111, 76, 77, 'Male', 61.49805671646242, 1.781659054455042, 0.14087102682900782, 35, 19.373683211515562, 87.66666666666667, 'Low Risk'),
(157834, 87, 16, '20:46.1', 36.391038027158736, 99.99278757516865, 130, 73, 21, 'Female', 65.62841681196677, 1.762854883694129, 0.072150145, 57, 21.118292530798666, 92, 'Low Risk'),
(157835, 97, 17, '19:46.1', 37.16420188485666, 99.54570478547524, 128, 78, 25, 'Female', 79.57545034419512, 1.9082875385810512, 0.064884184, 50, 21.852014324388403, 94.66666666666666, 'High Risk'),
(157836, 87, 19, '18:46.1', 36.64972650597399, 96.48580343424007, 138, 71, 89, 'Female', 60.693821542566454, 1.9874999535823006, 0.064675607, 67, 15.364917369421219, 93.33333333333333, 'High Risk'),
(157837, 91, 17, '17:46.1', 37.345905399018676, 97.31007897041319, 132, 73, 77, 'Female', 78.84681383957862, 1.6819811673497442, 0.091267728, 59, 27.870315864134312, 92.66666666666666, 'High Risk'),
(157838, 91, 14, '16:46.1', 36.268370195174896, 97.70780583072775, 116, 79, 67, 'Female', 76.15760875530344, 1.525114056486377, 0.14131039892132377, 37, 32.74225991062309, 91.33333333333333, 'High Risk'),
(157839, 98, 19, '15:46.1', 36.56598742, 98.96654171281023, 119, 85, 44, 'Male', 60.035467810194945, 1.553992498024054, 0.13414467950759806, 34, 24.860511694815795, 96.33333333333333, 'High Risk'),
(157840, 97, 12, '14:46.1', 37.303271113165614, 95.52947901211549, 129, 73, 68, 'Female', 71.52032413647356, 1.7228364281540276, 0.1340532454849209, 56, 24.095801785268385, 91.66666666666666, 'High Risk'),
(157841, 82, 12, '13:46.1', 37.01300724, 99.25248415536495, 123, 87, 46, 'Male', 89.57301092122546, 1.5841759869849017, 0.084022289, 36, 35.69195370537606, 99, 'High Risk'),
(157842, 78, 16, '12:46.1', 37.23117317965801, 95.32756122990126, 116, 85, 66, 'Female', 80.22479231908498, 1.6100522926331262, 0.085840279, 31, 30.947718524398432, 95.33333333333333, 'High Risk'),
(157843, 85, 12, '11:46.1', 36.924076689610345, 99.55274538, 129, 71, 33, 'Female', 70.98924214, 1.9622976969873411, 0.11820574239779398, 58, 18.435832408510247, 90.33333333333333, 'High Risk'),
(157844, 97, 18, '10:46.1', 36.64615368929512, 98.16324800886254, 121, 70, 56, 'Female', 76.52966757, 1.8421635889234205, 0.13974623729166732, 51, 22.55139639, 87, 'High Risk'),
(157845, 81, 15, '09:46.1', 37.43806035431916, 97.16780816724952, 115, 72, 70, 'Male', 70.57920054945811, 1.5835622016559783, 0.076450843, 43, 28.145338803187865, 86.33333333333333, 'Low Risk'),
(157846, 66, 15, '08:46.1', 36.09183172220558, 99.39348594134707, 114, 85, 20, 'Male', 50.46796535641684, 1.7157423517964623, 0.12046663274337424, 29, 17.143980063992913, 94.66666666666667, 'High Risk'),
(157847, 74, 13, '07:46.1', 36.417896377953056, 96.11715379358702, 115, 73, 40, 'Female', 73.45033182, 1.8740122821039527, 0.10014360968194808, 42, 20.91456789734781, 87, 'Low Risk'),
(157848, 85, 13, '06:46.1', 36.57958295548624, 96.26694001, 123, 76, 46, 'Male', 68.10235818940461, 1.9545321737681256, 0.11055415470362115, 47, 17.826927692522936, 91.66666666666667, 'High Risk'),
(157849, 70, 16, '05:46.1', 36.44750745478907, 96.36842000036728, 120, 70, 32, 'Male', 79.53338110751599, 1.7012290645823818, 0.098836676, 50, 27.480451123988445, 86.66666666666666, 'Low Risk'),
(157850, 63, 12, '04:46.1', 36.75693002204104, 95.25458055824477, 133, 87, 26, 'Male', 62.790956523551564, 1.8467351059106283, 0.11635688862238543, 46, 18.41144558645978, 102.33333333333333, 'High Risk'),
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(158026, 75, 18, '08:46.1', 36.92769666435092, 95.50350455196663, 123, 77, 87, 'Male', 70.56370057, 1.6365938543521663, 0.12526332147176972, 46, 26.345079677747563, 92.33333333333333, 'Low Risk'),
(158027, 77, 13, '07:46.1', 37.39538356910638, 98.39454894936976, 121, 79, 73, 'Male', 66.68571929279376, 1.6888492134778021, 0.11511547891228995, 42, 23.380354302204047, 93, 'Low Risk'),
(158028, 66, 13, '06:46.1', 36.17665063391015, 99.21508561628923, 134, 71, 58, 'Male', 96.92978586136172, 1.544669547695316, 0.12023251230353767, 63, 40.624318061094506, 92, 'High Risk'),
(158029, 78, 16, '05:46.1', 36.73238663180208, 98.67186136524208, 137, 81, 51, 'Male', 88.61920706801747, 1.6195172557501876, 0.095614698, 56, 33.787549919723084, 99.66666666666666, 'High Risk'),
(158030, 99, 12, '04:46.1', 36.69071071418324, 98.77642743032432, 112, 80, 36, 'Female', 55.32028252, 1.6917182988274646, 0.10477531470415695, 32, 19.32984161187457, 90.66666666666667, 'High Risk'),
(158031, 94, 16, '03:46.1', 36.563668419011805, 96.99802178176517, 129, 71, 42, 'Male', 58.869806309671326, 1.6972536051243585, 0.077622066, 58, 20.43615214332158, 90.33333333333333, 'High Risk'),
(158032, 65, 18, '02:46.1', 36.46031039916462, 98.28578109621516, 119, 77, 42, 'Male', 90.80884560231532, 1.8266037114660079, 0.11777146382933969, 42, 27.21695174362944, 91, 'Low Risk'),
(158033, 60, 13, '01:46.1', 36.73672467756352, 98.72282607546133, 135, 81, 85, 'Male', 77.89392316487624, 1.9922487753698495, 0.094573485, 54, 19.625306168389685, 99, 'Low Risk'),
(158034, 76, 17, '00:46.1', 36.12587700390546, 96.69726036548076, 119, 76, 29, 'Male', 84.17916910018872, 1.6881781882395797, 0.12831655226772895, 43, 29.537114406869005, 90.33333333333333, 'Low Risk'),
(158035, 69, 19, '59:46.1', 36.90060455, 97.09492167633842, 128, 78, 20, 'Female', 58.76009798070406, 1.755466696891188, 0.1183714420516086, 50, 19.067656588278272, 94.66666666666666, 'Low Risk'),
(158036, 90, 13, '58:46.1', 36.517476333056564, 97.84538908208293, 120, 86, 75, 'Male', 65.76621366155733, 1.5646816785488316, 0.1467253105112079, 34, 26.862773146601004, 97.33333333333333, 'Low Risk'),
(158037, 65, 15, '57:46.1', 37.12965559024975, 97.50655799, 110, 76, 23, 'Female', 84.61996117, 1.7111995411982894, 0.090958061, 34, 28.898247844740915, 87.33333333333333, 'Low Risk'),
(158038, 91, 13, '56:46.1', 36.67357066699211, 95.87556318, 136, 73, 86, 'Female', 64.35452350212552, 1.8776413446264202, 0.10497466194175695, 63, 18.25382151836185, 94, 'High Risk'),
(158039, 67, 17, '55:46.1', 37.47914080116369, 96.29312949041089, 133, 81, 60, 'Male', 70.97571143069716, 1.5304608204767185, 0.089245012, 52, 30.301583327080245, 98.33333333333333, 'High Risk'),
(158040, 89, 18, '54:46.1', 36.57173653856045, 97.80211564923475, 127, 86, 36, 'Female', 70.98304795031379, 1.6883332189326197, 0.10747517751471647, 41, 24.90223415943639, 99.66666666666667, 'Low Risk'),
(158041, 65, 12, '53:46.1', 36.102356436853384, 99.98829505999525, 131, 75, 25, 'Female', 85.70921808, 1.5709172316833258, 0.084773246, 56, 34.731290928728015, 93.66666666666666, 'High Risk'),
(158042, 64, 12, '52:46.1', 36.02074375447671, 96.65564715518957, 137, 86, 38, 'Male', 68.84958760980538, 1.7591205914848305, 0.086783805, 51, 22.248980669841718, 103, 'Low Risk'),
(158043, 61, 17, '51:46.1', 36.701781695840936, 95.49988853832694, 135, 83, 53, 'Female', 60.85780653789058, 1.9828061889371107, 0.053369518, 52, 15.47945848196178, 100.33333333333333, 'High Risk'),
(158044, 73, 14, '50:46.1', 37.40545357648769, 98.81155571, 132, 71, 54, 'Male', 88.75185899018307, 1.7453574484303556, 0.088874039, 61, 29.134575259669013, 91.33333333333333, 'Low Risk'),
(158045, 73, 17, '49:46.1', 36.06967684720891, 95.26742441812621, 124, 82, 18, 'Female', 77.56840381758818, 1.8526903699780057, 0.11997930157274839, 42, 22.598476748928533, 96, 'Low Risk'),
(158046, 60, 12, '48:46.1', 36.41519322612322, 96.71375587277102, 116, 88, 33, 'Female', 70.42608692773663, 1.683853223712093, 0.07392628, 28, 24.83848443364581, 97.33333333333333, 'Low Risk'),
(158047, 84, 14, '47:46.1', 36.576655014815294, 99.16319611331606, 120, 76, 73, 'Female', 97.35059210188282, 1.7039153567202179, 0.067108135, 44, 33.53069561202548, 90.66666666666667, 'High Risk'),
(158048, 69, 17, '46:46.1', 37.25763654, 96.97927654, 129, 80, 72, 'Female', 69.77789945512399, 1.8644911388810539, 0.081828123, 49, 20.072304849584047, 96.33333333333333, 'Low Risk'),
(158049, 60, 15, '45:46.1', 37.17031568868974, 98.06429463619841, 120, 70, 47, 'Female', 97.23713739799533, 1.9556808906638607, 0.10508835035780088, 50, 25.423549281101202, 86.66666666666666, 'Low Risk'),
(158050, 90, 19, '44:46.1', 36.309043154902945, 98.32962239, 138, 85, 87, 'Male', 97.73517749462584, 1.7323311330780788, 0.10901602353666488, 53, 32.567849692185554, 102.66666666666666, 'High Risk'),
(158051, 84, 16, '43:46.1', 36.39972174831482, 96.02788888635718, 114, 76, 86, 'Female', 78.25196384980978, 1.875136306, 0.09196726, 38, 22.25510052501716, 88.66666666666667, 'Low Risk'),
(158052, 92, 12, '42:46.1', 36.38033282408387, 95.93957743, 133, 87, 48, 'Male', 52.58782044807614, 1.7849662262241277, 0.070122701, 46, 16.505366231366597, 102.33333333333333, 'High Risk'),
(158053, 99, 14, '41:46.1', 37.07006463778153, 97.58647564698123, 133, 79, 30, 'Female', 65.32580159, 1.6790822111979549, 0.064855636, 54, 23.170789208336753, 97, 'High Risk'),
(158054, 63, 19, '40:46.1', 37.485484087829825, 99.60686480573334, 131, 74, 73, 'Male', 74.21714456902262, 1.5100524906182167, 0.056588638881397736, 57, 32.54768868272342, 93, 'High Risk'),
(158055, 61, 15, '39:46.1', 37.30424221, 99.30539828789972, 137, 81, 36, 'Male', 56.60979284331796, 1.976425618908425, 0.12236112677004869, 56, 14.492076445665578, 99.66666666666666, 'High Risk'),
(158056, 70, 18, '38:46.1', 36.29047432029119, 99.73309147340034, 115, 75, 35, 'Female', 71.38695817409494, 1.6573456246908762, 0.069405042, 40, 25.98918764, 88.33333333333333, 'Low Risk'),
(158057, 77, 13, '37:46.1', 36.57995789164288, 97.74970868949566, 120, 86, 50, 'Male', 70.85257984369564, 1.909221589975251, 0.10921648390255326, 34, 19.437615835037967, 97.33333333333333, 'Low Risk'),
(158058, 93, 18, '36:46.1', 36.12030002393014, 98.99412933066293, 139, 78, 31, 'Female', 80.52083382135335, 1.9644087462646962, 0.089093439, 61, 20.866256674515295, 98.33333333333333, 'High Risk'),
(158059, 72, 12, '35:46.1', 36.23552658318058, 97.87654683643441, 137, 85, 62, 'Female', 69.09566932555992, 1.6365996063462644, 0.082029578, 52, 25.796806342273833, 102.33333333333333, 'Low Risk'),
(158060, 63, 12, '34:46.1', 36.188754185903804, 99.84512308, 113, 88, 88, 'Male', 88.79413923742858, 1.6417298881292837, 0.14861214722467514, 25, 32.94434612650624, 96.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(158061, 79, 18, '33:46.1', 37.4827108, 98.72373236024147, 139, 72, 63, 'Male', 56.30958094653836, 1.5036821740068502, 0.054435009, 67, 24.904062229045255, 94.33333333333333, 'Low Risk'),
(158062, 71, 16, '32:46.1', 36.46393963354258, 98.52695919461439, 123, 82, 61, 'Male', 97.86275673508769, 1.5115938346463944, 0.064089714, 41, 42.82991590114402, 95.66666666666667, 'High Risk'),
(158063, 61, 13, '31:46.1', 37.06371058718813, 98.69021080942713, 115, 71, 35, 'Female', 76.11041888297396, 1.7351275289299146, 0.1314478316986028, 44, 25.280246931964676, 85.66666666666667, 'Low Risk'),
(158064, 66, 16, '30:46.1', 36.47483746615432, 99.30884062273677, 128, 77, 46, 'Female', 76.07329396982561, 1.7765697893499386, 0.12335855768833855, 51, 24.102809946528456, 94, 'Low Risk'),
(158065, 73, 17, '29:46.1', 36.89144373454752, 96.91302139231503, 135, 75, 45, 'Male', 75.27505847850927, 1.671136498, 0.14600109561066987, 60, 26.954250026627612, 95, 'Low Risk'),
(158066, 90, 16, '28:46.1', 36.888178557457934, 97.27959734, 116, 85, 84, 'Male', 60.595778087692096, 1.716634166447711, 0.12477847830616369, 31, 20.563018310642338, 95.33333333333333, 'Low Risk'),
(158067, 95, 17, '27:46.1', 37.03313232761444, 96.54339862304823, 122, 77, 24, 'Male', 80.96872873943613, 1.9068805872471792, 0.13573445791148342, 45, 22.26744178801178, 92, 'High Risk'),
(158068, 60, 12, '26:46.1', 36.89141965298532, 97.80127567657756, 126, 84, 43, 'Male', 96.80077025932374, 1.997365745188301, 0.14042495507021807, 42, 24.264068209360335, 98, 'Low Risk'),
(158069, 87, 12, '25:46.1', 36.33424417, 99.72193445227533, 117, 76, 50, 'Female', 90.26283513415079, 1.7719078640836523, 0.063150858, 41, 28.749261899934076, 89.66666666666667, 'Low Risk'),
(158070, 62, 16, '24:46.1', 36.27432080006406, 96.51075802872563, 136, 76, 84, 'Male', 97.03810224935694, 1.6437499739476589, 0.13000779549131397, 60, 35.914578732215105, 96, 'High Risk'),
(158071, 85, 19, '23:46.1', 36.88395237378403, 96.94159978560522, 110, 88, 74, 'Male', 62.819349019588714, 1.6298271201674381, 0.12465681624188867, 22, 23.648867679187273, 95.33333333333333, 'Low Risk'),
(158072, 94, 13, '22:46.1', 37.23625002355895, 99.96973914229565, 122, 70, 27, 'Male', 65.86457267, 1.9810496579387977, 0.096078013, 52, 16.78267384945324, 87.33333333333333, 'High Risk'),
(158073, 71, 16, '21:46.1', 36.84903045565252, 99.92036430341341, 123, 78, 66, 'Male', 81.55123647008926, 1.9249288185929894, 0.1440690376403992, 45, 22.009045141522552, 93, 'Low Risk'),
(158074, 64, 17, '20:46.1', 36.34468614593583, 97.57999451192687, 116, 80, 48, 'Female', 56.20207159466264, 1.587397086810982, 0.076871405, 36, 22.303918318482292, 92, 'Low Risk'),
(158075, 93, 13, '19:46.1', 36.20190140592189, 98.52373881191114, 116, 81, 26, 'Male', 72.92424551840269, 1.9543932594563598, 0.099411756, 35, 19.091850824586412, 92.66666666666667, 'High Risk'),
(158076, 74, 19, '18:46.1', 37.091343850072825, 96.13289848342039, 124, 72, 87, 'Male', 71.24382549133229, 1.876725400268462, 0.143575121, 52, 20.22766569219971, 89.33333333333333, 'Low Risk'),
(158077, 91, 19, '17:46.1', 37.02892965887353, 95.72457587073816, 113, 84, 64, 'Male', 91.52386334061376, 1.526366150069205, 0.077113973, 29, 39.28410756848456, 93.66666666666667, 'High Risk'),
(158078, 88, 15, '16:46.1', 36.25728027526768, 96.18244943866921, 138, 77, 44, 'Male', 87.95179555109796, 1.6207188091559912, 0.084506793, 61, 33.48338568764448, 97.33333333333333, 'High Risk'),
(158079, 82, 15, '15:46.1', 36.608175564532004, 97.68129979509578, 115, 70, 66, 'Female', 70.75326629960604, 1.7923271762336312, 0.13982212618324233, 45, 22.024796987531946, 85, 'Low Risk'),
(158080, 72, 18, '14:46.1', 36.418558124401976, 96.99435467, 128, 86, 66, 'Male', 87.76645734546187, 1.7812730586103538, 0.12568356094436034, 42, 27.66098046, 100, 'Low Risk'),
(158081, 73, 16, '13:46.1', 36.57859352771526, 97.60929577661796, 112, 73, 22, 'Female', 58.13315427, 1.673366269402373, 0.14881461625438847, 39, 20.760693992475122, 86, 'Low Risk'),
(158082, 93, 19, '12:46.1', 36.407755423635805, 96.21796328, 134, 80, 73, 'Female', 53.15735880375265, 1.7196536463760432, 0.1370180776892925, 54, 17.97551842044809, 98, 'High Risk'),
(158083, 73, 13, '11:46.1', 37.170605833350145, 98.73531436785409, 126, 76, 83, 'Female', 98.16754132406804, 1.5149866576560325, 0.096169236, 50, 42.77108799187644, 92.66666666666666, 'High Risk'),
(158084, 66, 19, '10:46.1', 36.00284343562229, 96.80429826313767, 119, 82, 25, 'Female', 91.59205875527462, 1.7163352766418085, 0.11414932210696113, 37, 31.092351107259557, 94.33333333333333, 'High Risk'),
(158085, 65, 16, '09:46.1', 36.48476662742466, 96.91005152631789, 137, 81, 39, 'Female', 89.38935084, 1.8587558383211604, 0.13821330310458985, 56, 25.872660637896317, 99.66666666666666, 'Low Risk'),
(158086, 96, 14, '08:46.1', 36.97056528996272, 97.96097069719599, 134, 75, 51, 'Male', 68.97889180257648, 1.6770284584849782, 0.1371421140745596, 59, 24.526487027458863, 94.66666666666666, 'High Risk'),
(158087, 85, 19, '07:46.1', 37.494153163569024, 97.92668748382637, 121, 85, 38, 'Female', 80.84136307725456, 1.7359118124441122, 0.1138952034585719, 36, 26.827383077047138, 97, 'Low Risk'),
(158088, 64, 16, '06:46.1', 37.32206990322053, 98.44688906107446, 112, 78, 38, 'Male', 93.18655921322451, 1.5529290465440972, 0.097678011, 34, 38.64115060971821, 89.33333333333333, 'High Risk'),
(158089, 80, 13, '05:46.1', 36.81370881605292, 95.84456631638564, 131, 79, 55, 'Female', 56.917819685740746, 1.6921800323374405, 0.11712184853675231, 52, 19.877196146450505, 96.33333333333333, 'Low Risk'),
(158090, 74, 15, '04:46.1', 37.02006668722461, 96.39828323147135, 137, 76, 73, 'Female', 89.54172299095634, 1.5095550480666737, 0.12017229662650354, 61, 39.294117306995844, 96.33333333333333, 'High Risk'),
(158091, 75, 19, '03:46.1', 36.36269854288065, 95.4502728, 130, 77, 57, 'Male', 64.10914066983428, 1.583324072494831, 0.070735708, 53, 25.572920357642342, 94.66666666666666, 'Low Risk'),
(158092, 89, 14, '02:46.1', 36.47714192577801, 96.41722482076246, 115, 72, 86, 'Female', 61.55956853449992, 1.7099003436266949, 0.09126503, 43, 21.054938056283195, 86.33333333333333, 'Low Risk'),
(158093, 73, 18, '01:46.1', 36.77517394923227, 97.08410140666362, 120, 77, 62, 'Female', 89.14484097157458, 1.857634261234577, 0.14058750854762336, 43, 25.833056263204554, 91.33333333333333, 'Low Risk'),
(158094, 77, 16, '00:46.1', 36.82104504963067, 98.34706542618882, 118, 80, 28, 'Female', 53.498591007764304, 1.5047883186554625, 0.060719453, 38, 23.62607192287188, 92.66666666666667, 'Low Risk'),
(158095, 82, 19, '59:46.1', 36.89849221559437, 95.37813594, 137, 78, 49, 'Male', 92.41775191773347, 1.9275782477657013, 0.054472712368163416, 59, 24.873183078752696, 97.66666666666666, 'Low Risk'),
(158096, 95, 19, '58:46.1', 36.04258434381682, 97.48134505, 137, 70, 78, 'Male', 96.75818238336508, 1.8574850430801093, 0.10558804323372771, 67, 28.043812235601823, 92.33333333333333, 'High Risk'),
(158097, 99, 19, '57:46.1', 37.013752286282795, 99.14081327871669, 126, 75, 50, 'Male', 83.55769749637764, 1.839981157520117, 0.14949164980034696, 51, 24.68082728740084, 92, 'High Risk'),
(158098, 70, 14, '56:46.1', 37.440166064830464, 99.71188423976794, 126, 89, 69, 'Female', 77.21264967997377, 1.724820928, 0.08296354, 37, 25.95376873105076, 101.33333333333333, 'Low Risk'),
(158099, 99, 15, '55:46.1', 37.28908565188264, 97.84109635633271, 124, 82, 71, 'Male', 66.18330429022497, 1.6550541554387914, 0.12670255656723767, 42, 24.16150752926842, 96, 'High Risk'),
(158100, 87, 19, '54:46.1', 37.24043103317919, 99.12838369, 133, 73, 58, 'Female', 72.40085365765977, 1.6013712144480186, 0.13317008541821557, 60, 28.23317055953173, 93, 'Low Risk'),
(158101, 95, 13, '53:46.1', 36.650535507087774, 98.99372199084914, 123, 72, 73, 'Male', 66.02238629177684, 1.8585085692358276, 0.097857882, 51, 19.114462120040237, 89, 'High Risk'),
(158102, 61, 16, '52:46.1', 36.67749108952677, 97.20604953052313, 134, 76, 28, 'Male', 69.86869753568487, 1.8663404520675124, 0.12770327089501438, 58, 20.058613433403167, 95.33333333333333, 'Low Risk'),
(158103, 75, 17, '51:46.1', 36.440442073436245, 99.84229975543774, 122, 80, 58, 'Male', 88.92755844996321, 1.890702515806156, 0.075120792, 42, 24.876539368973564, 94, 'Low Risk'),
(158104, 89, 14, '50:46.1', 36.788570211367244, 99.42122259858844, 128, 76, 54, 'Female', 68.72395712730375, 1.7881007000273703, 0.1438181613772696, 52, 21.49434483, 93.33333333333333, 'Low Risk'),
(158105, 66, 12, '49:46.1', 36.90486671720154, 95.10653561016777, 110, 77, 79, 'Male', 80.50845392863064, 1.6141145859715202, 0.087433651, 33, 30.90101625736035, 88, 'High Risk'),
(158106, 71, 19, '48:46.1', 37.17591447571397, 96.69050895669038, 131, 71, 41, 'Female', 88.11480366672131, 1.559306829524888, 0.071449967, 60, 36.23979362324126, 91, 'High Risk'),
(158107, 82, 12, '47:46.1', 36.32692480784665, 97.09467251, 110, 77, 22, 'Female', 68.81056853706608, 1.7525443048157157, 0.083867194, 33, 22.403565146923963, 88, 'Low Risk'),
(158108, 93, 16, '46:46.1', 36.824127495404994, 95.92972318347262, 129, 75, 52, 'Female', 71.27403305617841, 1.848669052287364, 0.11488785733914404, 54, 20.855134363312047, 93, 'High Risk'),
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(158286, 85, 19, '48:46.1', 37.11207645105734, 95.28142561318091, 119, 80, 55, 'Female', 62.21686379128165, 1.8971470098677634, 0.053621503043635214, 39, 17.286463130300767, 93, 'High Risk'),
(158287, 91, 14, '47:46.1', 37.16233800084017, 97.50496864796094, 129, 74, 39, 'Female', 60.23682130221145, 1.7790864985935921, 0.11773627694374526, 55, 19.03127647050399, 92.33333333333333, 'High Risk'),
(158288, 81, 12, '46:46.1', 36.43291285868154, 98.89441504, 130, 82, 31, 'Female', 71.22703478305931, 1.849392563811197, 0.074867809, 48, 20.82507867, 98, 'Low Risk'),
(158289, 67, 12, '45:46.1', 36.03956283081635, 98.04747626738366, 122, 89, 40, 'Female', 62.89568696393796, 1.975174931513688, 0.065718097, 33, 16.121659153329286, 100, 'High Risk'),
(158290, 91, 17, '44:46.1', 36.906430159431665, 95.75085150868193, 135, 81, 49, 'Male', 97.13543863677403, 1.769983236189172, 0.10157870594175694, 54, 31.005547134555677, 99, 'High Risk'),
(158291, 73, 13, '43:46.1', 36.99978560405923, 97.68006438927742, 116, 85, 85, 'Female', 99.56542689336045, 1.5251178663570029, 0.1301440020250648, 31, 42.805713720140155, 95.33333333333333, 'High Risk'),
(158292, 99, 15, '42:46.1', 36.60738186776166, 96.18270790582908, 111, 76, 31, 'Male', 86.34131556613104, 1.6385672440107768, 0.10938332862103972, 35, 32.15808094618059, 87.66666666666667, 'High Risk'),
(158293, 98, 16, '41:46.1', 36.17370479247278, 98.34968147499202, 134, 70, 25, 'Male', 74.45579846063163, 1.8389646204475047, 0.12930607300479685, 64, 22.01667732, 91.33333333333333, 'High Risk'),
(158294, 86, 13, '40:46.1', 37.41897039603243, 95.49408730409192, 110, 78, 59, 'Female', 95.68154034, 1.699497710532915, 0.050090328, 32, 33.12737245215839, 88.66666666666667, 'High Risk'),
(158295, 96, 16, '39:46.1', 36.95510855640196, 97.41106161283253, 124, 84, 66, 'Female', 59.59931685315573, 1.6579164854291846, 0.084042248, 40, 21.68283084895721, 97.33333333333333, 'High Risk'),
(158296, 65, 18, '38:46.1', 36.66688514980813, 97.08414564491169, 128, 87, 46, 'Male', 57.79464367266951, 1.7822418185291178, 0.13468474090332783, 41, 18.19509514819145, 100.66666666666667, 'High Risk'),
(158297, 89, 14, '37:46.1', 36.812753025240895, 97.14541808823637, 131, 81, 48, 'Female', 83.23537971247524, 1.751332603134004, 0.12376885157224532, 50, 27.137553945382447, 97.66666666666666, 'Low Risk'),
(158298, 77, 15, '36:46.1', 36.52983815161069, 96.14312040798849, 132, 89, 85, 'Male', 92.64582635295204, 1.6057725809575898, 0.14645605010945628, 43, 35.93004684903092, 103.33333333333333, 'High Risk'),
(158299, 72, 13, '35:46.1', 36.327923439142715, 98.25887145441519, 132, 79, 28, 'Male', 69.83514462767249, 1.758943184692389, 0.14370831395678868, 53, 22.572019338032778, 96.66666666666666, 'Low Risk'),
(158300, 77, 19, '34:46.1', 36.50637125466608, 96.16334356686255, 129, 86, 71, 'Male', 60.61060640326356, 1.9754147081653872, 0.1379668773296196, 43, 15.532167417071255, 100.33333333333333, 'High Risk'),
(158301, 90, 14, '33:46.1', 36.41170025604559, 95.14472203872255, 120, 88, 66, 'Male', 53.35036052584006, 1.810230090245303, 0.068070411, 32, 16.280577252413543, 98.66666666666667, 'High Risk'),
(158302, 84, 12, '32:46.1', 36.79660725, 99.95420473524106, 113, 81, 64, 'Female', 96.19445080547628, 1.8417808233658222, 0.09117389, 32, 28.357903868028416, 91.66666666666667, 'Low Risk'),
(158303, 92, 16, '31:46.1', 36.894807707408035, 97.63894101, 126, 82, 69, 'Male', 89.01936215606825, 1.7524783720260548, 0.1304187513029495, 44, 28.985389744139933, 96.66666666666667, 'High Risk'),
(158304, 92, 15, '30:46.1', 36.626930654459535, 99.78335385561955, 116, 79, 72, 'Female', 63.148591945332754, 1.8429391409493523, 0.074971168, 37, 18.59266668518914, 91.33333333333333, 'High Risk'),
(158305, 73, 15, '29:46.1', 36.81813315342706, 95.52367769165086, 125, 75, 53, 'Male', 54.99072265013363, 1.9566022262705967, 0.061409552, 50, 14.364295812660611, 91.66666666666666, 'High Risk'),
(158306, 69, 17, '28:46.1', 37.31396236, 99.79713066689705, 139, 73, 44, 'Male', 92.16869054927567, 1.951314965143919, 0.12162704354283049, 66, 24.206314240978656, 95, 'Low Risk'),
(158307, 64, 15, '27:46.1', 36.38276068301684, 95.70573002363594, 125, 82, 62, 'Male', 98.88503329, 1.9981334912846789, 0.084593066, 43, 24.767465441123306, 96.33333333333333, 'Low Risk'),
(158308, 99, 17, '26:46.1', 37.065385020801685, 95.47250712577888, 112, 81, 82, 'Female', 94.32363999, 1.652391108297498, 0.062230446669039555, 31, 34.54576810316032, 91.33333333333333, 'High Risk'),
(158309, 75, 19, '25:46.1', 37.36418527866759, 99.86334409861743, 126, 76, 52, 'Female', 98.12225653365903, 1.511348707, 0.10216815760682482, 50, 42.95741798232213, 92.66666666666666, 'High Risk'),
(158310, 72, 19, '24:46.1', 36.02664549665569, 97.97459477326214, 130, 80, 76, 'Male', 85.32017780499221, 1.9396770581031588, 0.085890772, 50, 22.677380839702376, 96.66666666666666, 'Low Risk'),
(158311, 95, 19, '23:46.1', 36.48907489739194, 95.38367551890973, 118, 84, 86, 'Male', 59.58089181260617, 1.6647319209422822, 0.1219814476618822, 34, 21.499006213612297, 95.33333333333333, 'High Risk'),
(158312, 77, 13, '22:46.1', 36.41325164072383, 97.86527927, 126, 79, 81, 'Male', 64.67931240315602, 1.6252615752900055, 0.081955603, 47, 24.48605714495961, 94.66666666666667, 'Low Risk'),
(158313, 65, 16, '21:46.1', 36.39423681954646, 99.27898677415658, 130, 76, 62, 'Male', 80.70356935659842, 1.5040088050328304, 0.08864116, 54, 35.67730043523525, 94, 'High Risk'),
(158314, 63, 19, '20:46.1', 36.45990797142805, 99.88271897834123, 110, 80, 69, 'Female', 76.87699204860364, 1.7509475623653732, 0.053849341, 30, 25.07552892658545, 90, 'Low Risk'),
(158315, 83, 16, '19:46.1', 36.10253445108155, 96.30042175611138, 129, 71, 49, 'Female', 80.00442619551741, 1.5603100335055227, 0.093912849, 58, 32.86186538680101, 90.33333333333333, 'High Risk'),
(158316, 97, 17, '18:46.1', 37.37195709205595, 96.37477975756666, 134, 84, 82, 'Male', 51.71998226739621, 1.9178763724307917, 0.085334969, 50, 14.061030479665927, 100.66666666666666, 'High Risk'),
(158317, 99, 18, '17:46.1', 37.15418141448216, 98.08942497612095, 116, 78, 35, 'Female', 61.736377809216975, 1.7199234021091452, 0.12401200005870384, 38, 20.87002327946195, 90.66666666666667, 'High Risk'),
(158318, 68, 12, '16:46.1', 36.06050568607034, 97.69065436389363, 121, 89, 74, 'Male', 81.16259908435826, 1.9383389558108235, 0.10002663736532066, 32, 21.60212614963138, 99.66666666666667, 'Low Risk'),
(158319, 91, 13, '15:46.1', 36.29580940188886, 98.69248737986827, 115, 81, 40, 'Male', 99.51016493203377, 1.782060424164957, 0.113225836, 34, 31.334487436322927, 92.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(158321, 82, 13, '13:46.1', 37.41297339675852, 99.35473696679033, 122, 74, 34, 'Female', 93.18790967, 1.776791618763527, 0.14958535104898701, 48, 29.517976057941713, 90, 'Low Risk'),
(158322, 97, 17, '12:46.1', 36.647068147736064, 98.78825524161303, 124, 87, 37, 'Female', 92.77730904, 1.6196395881833765, 0.067773761, 37, 35.36755233485819, 99.33333333333333, 'High Risk'),
(158323, 73, 19, '11:46.1', 37.08091952773835, 99.74854008741491, 125, 76, 31, 'Male', 86.49391381151494, 1.558804158641728, 0.137864846, 49, 35.596101600142575, 92.33333333333333, 'High Risk'),
(158324, 63, 19, '10:46.1', 37.009715270631624, 98.18824086396896, 116, 86, 83, 'Male', 88.81314106, 1.6417212393202294, 0.13593198472234458, 30, 32.951743357549404, 96, 'High Risk'),
(158325, 93, 19, '09:46.1', 36.903921427142166, 96.90287376297066, 133, 71, 49, 'Female', 52.750806190926816, 1.7624298311358833, 0.12218922740650896, 62, 16.982648900085103, 91.66666666666666, 'High Risk'),
(158326, 87, 15, '08:46.1', 36.07971925601794, 99.39104001120127, 119, 77, 45, 'Female', 69.25033895, 1.5840125196764814, 0.08719891, 42, 27.59972048283613, 91, 'Low Risk'),
(158327, 89, 18, '07:46.1', 37.109439, 96.48014206450839, 129, 80, 56, 'Male', 58.24913347683497, 1.6578544527593713, 0.057993576830564844, 49, 21.19320646020057, 96.33333333333333, 'Low Risk'),
(158328, 91, 14, '06:46.1', 36.89911321440439, 97.20005222694172, 128, 70, 74, 'Female', 95.16685706041909, 1.9694908177896813, 0.10524931749783839, 58, 24.53453357177117, 89.33333333333333, 'High Risk'),
(158329, 67, 13, '05:46.1', 36.50358262846159, 99.93078795947756, 117, 74, 73, 'Male', 54.60683139815336, 1.958783756919277, 0.14733332575266062, 43, 14.23226393269432, 88.33333333333333, 'High Risk'),
(158330, 65, 14, '04:46.1', 37.23549962060898, 97.62240264593437, 129, 79, 47, 'Male', 50.02855799761532, 1.9132943621208847, 0.056103677, 50, 13.666408612938675, 95.66666666666666, 'High Risk'),
(158331, 77, 14, '03:46.1', 36.87131193592077, 95.76402078584212, 130, 89, 42, 'Male', 73.01229967269319, 1.6935449870666384, 0.1166007259928242, 41, 25.456726246625603, 102.66666666666667, 'Low Risk'),
(158332, 71, 19, '02:46.1', 37.13867887942084, 96.57288442161723, 130, 73, 31, 'Male', 89.33944136625027, 1.6724600607456914, 0.094648377, 57, 31.93976539, 92, 'High Risk'),
(158333, 88, 12, '01:46.1', 36.01030882084252, 95.83416388947138, 130, 79, 77, 'Male', 67.49538010109877, 1.5815869836533574, 0.087985185, 51, 26.98285398334837, 96, 'Low Risk'),
(158334, 71, 14, '00:46.1', 36.179404380489494, 95.53454935763753, 133, 88, 84, 'Male', 55.408318890781786, 1.8977586505505173, 0.058017657, 45, 15.384841069806638, 103, 'High Risk'),
(158335, 92, 16, '59:46.1', 37.49167258207998, 98.23927407011735, 123, 71, 75, 'Male', 67.45714553496522, 1.893243952912041, 0.12132019645142472, 52, 18.81979130941897, 88.33333333333333, 'High Risk'),
(158336, 72, 16, '58:46.1', 36.75262277198522, 98.66627938473741, 136, 86, 21, 'Male', 70.96303490395323, 1.9332546109790425, 0.0744003, 50, 18.986900368915215, 102.66666666666666, 'Low Risk'),
(158337, 91, 13, '57:46.1', 37.38141352, 97.86335427759997, 130, 79, 29, 'Female', 59.66961446334866, 1.7646643923835545, 0.080064449, 51, 19.161477199621764, 96, 'High Risk'),
(158338, 62, 13, '56:46.1', 37.12852400302777, 98.27355815740756, 123, 81, 46, 'Female', 85.88607475042846, 1.8448287124277343, 0.1230016318915451, 42, 25.235426910914196, 95, 'Low Risk'),
(158339, 67, 12, '55:46.1', 37.38093478594925, 95.28080238747047, 136, 76, 60, 'Female', 64.17614543283482, 1.553507546146175, 0.1392558164951299, 60, 26.59174848884724, 96, 'Low Risk'),
(158340, 86, 13, '54:46.1', 37.28326397015341, 96.64905881828872, 134, 77, 78, 'Female', 59.31384925783907, 1.968158258734146, 0.059157213792166874, 57, 15.312146488281876, 96, 'High Risk'),
(158341, 81, 17, '53:46.1', 36.23269204022797, 99.36940402895577, 117, 84, 58, 'Female', 78.23204621, 1.782819940803621, 0.050125406, 33, 24.61329311295742, 95, 'Low Risk'),
(158342, 71, 14, '52:46.1', 36.66671418684127, 96.88719274781974, 118, 72, 48, 'Female', 78.41637556061255, 1.717865098870908, 0.075708978, 46, 26.57226973690169, 87.33333333333333, 'Low Risk'),
(158343, 64, 17, '51:46.1', 36.29877956987529, 97.61341594, 113, 82, 42, 'Male', 86.15811295178833, 1.7900029261654398, 0.10131335243614951, 31, 26.88986962394944, 92.33333333333333, 'Low Risk'),
(158344, 99, 16, '50:46.1', 36.445118126868074, 99.73021595980637, 126, 86, 82, 'Male', 56.93515427315094, 1.8146916523036056, 0.06626015, 40, 17.289196841232954, 99.33333333333333, 'High Risk'),
(158345, 99, 13, '49:46.1', 36.49105114999205, 96.69516392817147, 122, 70, 28, 'Female', 69.82232703037411, 1.6944872582561923, 0.058988691840165745, 52, 24.31743164902778, 87.33333333333333, 'High Risk'),
(158346, 84, 17, '48:46.1', 37.271443588440015, 95.51917878835468, 114, 74, 80, 'Male', 64.81177876884112, 1.9861010447623297, 0.1417515649030912, 40, 16.430518213585746, 87.33333333333333, 'High Risk'),
(158347, 78, 18, '47:46.1', 36.24621132337677, 97.46063052362213, 118, 84, 51, 'Female', 73.66563436257593, 1.8326864147640076, 0.11151918504988442, 34, 21.932523935034855, 95.33333333333333, 'Low Risk'),
(158348, 82, 16, '46:46.1', 36.17417600190269, 96.65183830409025, 128, 84, 41, 'Male', 53.15346898713063, 1.911961691392911, 0.09880662, 44, 14.540295765909706, 98.66666666666667, 'High Risk'),
(158349, 98, 15, '45:46.1', 36.13585672300709, 99.97025445872416, 117, 81, 72, 'Female', 85.75893666, 1.9023547046002418, 0.050904107752447095, 36, 23.697165080494333, 93, 'High Risk'),
(158350, 71, 18, '44:46.1', 36.17616931609756, 98.60212727572652, 125, 75, 88, 'Male', 69.02034537384932, 1.818964585, 0.08987837, 50, 20.860688657502735, 91.66666666666666, 'Low Risk'),
(158351, 96, 17, '43:46.1', 36.915488023225755, 99.54362633294186, 113, 73, 58, 'Male', 91.78208087709052, 1.6693469605512923, 0.1193139192820463, 40, 32.93553165196758, 86.33333333333333, 'High Risk'),
(158352, 91, 18, '42:46.1', 36.08750284300713, 98.31149025609692, 138, 78, 81, 'Female', 83.57644743737035, 1.8567187561589593, 0.067205846, 60, 24.243295638915455, 98, 'High Risk'),
(158353, 75, 17, '41:46.1', 36.048812683215466, 95.72017961217453, 125, 85, 84, 'Male', 98.14730323925737, 1.5266006604422921, 0.065836663, 40, 42.11409565980911, 98.33333333333333, 'High Risk'),
(158354, 68, 13, '40:46.1', 36.02949203777814, 95.24611729, 131, 70, 58, 'Male', 81.35127107952404, 1.6309449559184026, 0.14693118094710564, 61, 30.58339790410927, 90.33333333333333, 'High Risk'),
(158355, 77, 17, '39:46.1', 36.53176764, 99.79776334760417, 132, 82, 22, 'Male', 94.13041570462893, 1.5475379107493474, 0.074406598, 50, 39.30496218509764, 98.66666666666666, 'High Risk'),
(158356, 70, 17, '38:46.1', 36.19069459073012, 98.94192253, 125, 70, 32, 'Male', 99.37037902538944, 1.5586875175643413, 0.10712959667050426, 55, 40.90146195487788, 88.33333333333333, 'High Risk'),
(158357, 87, 15, '37:46.1', 37.36866380784379, 98.18236546119076, 110, 80, 34, 'Male', 67.032626, 1.837547807643517, 0.071389483, 30, 19.852213595067266, 90, 'Low Risk'),
(158358, 88, 14, '36:46.1', 36.142544682535785, 97.67439055107792, 131, 88, 43, 'Female', 81.42404103, 1.8752588242583024, 0.071027145, 43, 23.154223274141454, 102.33333333333333, 'Low Risk'),
(158359, 62, 17, '35:46.1', 37.33760332272206, 98.50825376647268, 118, 70, 89, 'Female', 78.04638443219372, 1.9966632605021761, 0.1236858157275796, 48, 19.576864513742294, 86, 'Low Risk'),
(158360, 98, 13, '34:46.1', 36.864847155416044, 96.53144693694178, 124, 76, 47, 'Male', 89.63647778653961, 1.8463748778272866, 0.087601176, 48, 26.293295240592396, 92, 'High Risk'),
(158361, 94, 19, '33:46.1', 36.441529995920035, 99.76678435551499, 126, 78, 54, 'Female', 52.55689843316357, 1.8434976760669548, 0.12528136099447185, 48, 15.464808236897598, 94, 'High Risk'),
(158362, 80, 19, '32:46.1', 36.74577061396592, 96.55403978570807, 114, 82, 41, 'Male', 61.06701574166384, 1.5824373892319066, 0.13900593487763063, 32, 24.386733130677722, 92.66666666666667, 'Low Risk'),
(158363, 71, 18, '31:46.1', 36.27711031892992, 98.11145054720778, 138, 73, 70, 'Male', 78.88015385283063, 1.8287839315874441, 0.10538919234901488, 65, 23.585384170071308, 94.66666666666666, 'Low Risk'),
(158364, 61, 17, '30:46.1', 37.21106040897185, 97.82752770082466, 128, 73, 66, 'Male', 70.69705001647797, 1.9657507376536885, 0.11996684967596499, 55, 18.295504837508858, 91.33333333333333, 'High Risk'),
(158365, 99, 18, '29:46.1', 36.03064698620691, 96.33070243545713, 121, 82, 66, 'Female', 52.35468272963907, 1.501798352818545, 0.074399873, 39, 23.213054165676866, 95, 'High Risk'),
(158366, 88, 14, '28:46.1', 36.72612957304196, 97.84742126153296, 138, 77, 20, 'Female', 97.08467527604732, 1.7520926849881306, 0.11414479541553181, 61, 31.625436574869568, 97.33333333333333, 'High Risk'),
(158367, 77, 16, '27:46.1', 36.820513935389414, 96.36045764884418, 128, 89, 26, 'Female', 58.51298573110846, 1.8694934278224162, 0.07831204, 39, 16.741885749049402, 102, 'High Risk'),
(158368, 78, 15, '26:46.1', 36.06979971073946, 95.18129675372892, 113, 72, 85, 'Female', 60.17612197858706, 1.5144601368919868, 0.09282177, 41, 26.23665735084864, 85.66666666666667, 'Low Risk'),
(158369, 85, 12, '25:46.1', 36.625049303652176, 96.84855976423958, 124, 77, 55, 'Male', 50.893441464010934, 1.8992368902073298, 0.083763381, 47, 14.109237522854626, 92.66666666666667, 'High Risk'),
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(158545, 85, 15, '29:46.1', 37.21719338648323, 95.55547466625883, 136, 88, 18, 'Male', 60.806310117329375, 1.5610894506111286, 0.091605132, 48, 24.951293931219926, 104, 'Low Risk'),
(158546, 78, 15, '28:46.1', 36.232200088899084, 99.18972292305847, 132, 72, 80, 'Male', 81.88448901503008, 1.5721767108760885, 0.051207901, 60, 33.128282880777874, 92, 'High Risk'),
(158547, 97, 14, '27:46.1', 36.08013021226696, 95.61356278527369, 137, 77, 76, 'Female', 66.10568016027591, 1.6720652174395387, 0.13891990612375515, 60, 23.64462075634832, 97, 'High Risk'),
(158548, 79, 13, '26:46.1', 36.35719581377151, 96.19586126063034, 115, 75, 36, 'Female', 55.34330257502144, 1.9488134972316309, 0.10223924501978707, 40, 14.572179564209597, 88.33333333333333, 'High Risk'),
(158549, 95, 19, '25:46.1', 37.405770292126974, 98.45171733662652, 127, 89, 58, 'Female', 50.94737995784202, 1.9240906283780301, 0.055087288, 38, 13.761659438939475, 101.66666666666667, 'High Risk'),
(158550, 86, 19, '24:46.1', 36.06101805964534, 97.43000300788165, 119, 71, 75, 'Female', 71.91985189216935, 1.7881171602865684, 0.0989311, 48, 22.493489906065648, 87, 'Low Risk'),
(158551, 69, 17, '23:46.1', 36.78698757514571, 99.76423810695788, 137, 77, 63, 'Female', 89.27246310431028, 1.9260128483338912, 0.081197665, 60, 24.065736520238545, 97, 'Low Risk'),
(158552, 71, 18, '22:46.1', 36.19581986156602, 96.03555123257136, 111, 80, 67, 'Male', 75.02070596217345, 1.9963327144262804, 0.11905756807509124, 31, 18.82414672084072, 90.33333333333333, 'Low Risk'),
(158553, 91, 17, '21:46.1', 37.28636491861579, 95.04676809468815, 134, 82, 68, 'Male', 80.97042424, 1.8329087122603238, 0.1276182310861826, 52, 24.101537248554806, 99.33333333333333, 'High Risk'),
(158554, 77, 14, '20:46.1', 36.55707098055441, 97.87991815, 123, 76, 63, 'Male', 66.48206009283015, 1.8525739036889322, 0.11220016186319147, 47, 19.37105991597068, 91.66666666666667, 'Low Risk'),
(158555, 85, 15, '19:46.1', 36.87032791369873, 96.42614964405685, 138, 77, 24, 'Male', 68.43443743928414, 1.871939483324319, 0.13920542210692802, 61, 19.52949855176763, 97.33333333333333, 'Low Risk'),
(158556, 70, 18, '18:46.1', 37.042976713644265, 97.31584838600882, 125, 74, 51, 'Female', 70.45603231080128, 1.9868856594688822, 0.063409491, 51, 17.847296227032317, 91, 'High Risk'),
(158557, 96, 16, '17:46.1', 36.56075857527255, 96.89618684, 116, 85, 69, 'Male', 70.97508514583144, 1.6137517482022834, 0.075954195, 31, 27.25413926013481, 95.33333333333333, 'High Risk'),
(158558, 68, 15, '16:46.1', 36.741072788512646, 99.17148785096674, 130, 84, 66, 'Male', 73.09851579127528, 1.9882176850272664, 0.060755559, 46, 18.491864141805735, 99.33333333333333, 'High Risk'),
(158559, 75, 17, '15:46.1', 37.35144017761863, 99.71784755, 114, 70, 66, 'Female', 79.39564179058708, 1.7388691298168837, 0.12871220186623827, 44, 26.258074044141214, 84.66666666666667, 'Low Risk'),
(158560, 76, 17, '14:46.1', 36.794382409587755, 95.37551216535776, 126, 74, 62, 'Male', 98.77952080130257, 1.5271709599117385, 0.13178267108747824, 52, 42.35372386505309, 91.33333333333333, 'High Risk'),
(158561, 96, 12, '13:46.1', 36.285345038648266, 98.28008767210474, 117, 76, 64, 'Female', 99.96682501898266, 1.9044514251146356, 0.11088079925773213, 41, 27.562340836690886, 89.66666666666667, 'High Risk'),
(158562, 67, 12, '12:46.1', 36.65663590442458, 99.39396556326082, 127, 80, 69, 'Male', 50.88841623544094, 1.6382207965585411, 0.075447984, 47, 18.96156002466711, 95.66666666666667, 'Low Risk'),
(158563, 60, 12, '11:46.1', 36.23197051509563, 97.99717328742379, 138, 80, 33, 'Male', 63.12688593813294, 1.7451974042174092, 0.061436298675242286, 58, 20.726465570682553, 99.33333333333333, 'Low Risk'),
(158564, 97, 19, '10:46.1', 36.06946250096397, 99.50892209982318, 112, 76, 27, 'Female', 70.98859866284886, 1.6994364475241004, 0.067620035, 36, 24.57982274200151, 88, 'High Risk'),
(158565, 71, 15, '09:46.1', 36.39093701665099, 95.36735285619717, 117, 89, 23, 'Male', 56.25304056481609, 1.6429012218572243, 0.11984361946615583, 28, 20.84121800698461, 98.33333333333333, 'Low Risk'),
(158566, 79, 15, '08:46.1', 37.217610071840696, 97.62209742257255, 131, 85, 75, 'Male', 76.55305759224711, 1.5270050008084375, 0.14995003161902407, 46, 32.83081189275008, 100.33333333333333, 'High Risk'),
(158567, 95, 17, '07:46.1', 36.906589536904605, 98.60185942565023, 117, 85, 87, 'Female', 98.95935436669254, 1.7858603925419323, 0.075854285, 32, 31.02857581648208, 95.66666666666667, 'High Risk'),
(158568, 80, 14, '06:46.1', 36.770685677061635, 97.83015061250288, 132, 70, 28, 'Male', 52.73171822160355, 1.8782395661810807, 0.064030925, 62, 14.947547864369469, 90.66666666666666, 'High Risk'),
(158569, 62, 15, '05:46.1', 36.40911359, 96.98393314932171, 126, 71, 74, 'Male', 72.83136669436702, 1.9294176885534826, 0.058711157, 55, 19.56437363069258, 89.33333333333333, 'Low Risk'),
(158570, 86, 13, '04:46.1', 37.31608819539716, 99.38087705089079, 125, 74, 27, 'Female', 73.38357790916204, 1.5708184586449518, 0.14959011463542493, 51, 29.740405829501643, 91, 'Low Risk'),
(158571, 73, 13, '03:46.1', 37.054901899289995, 98.8580117, 138, 70, 42, 'Female', 60.77783451002081, 1.5796817392972933, 0.091620955, 68, 24.35600343242656, 92.66666666666666, 'Low Risk'),
(158572, 80, 17, '02:46.1', 37.18111799833865, 98.46373514081462, 113, 84, 87, 'Female', 53.88125812708006, 1.9004456962932057, 0.063304207, 29, 14.918556346697669, 93.66666666666667, 'High Risk'),
(158573, 70, 13, '01:46.1', 36.64686774531756, 98.24746877348869, 127, 70, 36, 'Male', 64.49578398480382, 1.6799471683083065, 0.078278652, 57, 22.852834690397298, 89, 'Low Risk'),
(158574, 74, 13, '00:46.1', 36.952249903913184, 99.50916892899399, 132, 76, 85, 'Female', 65.75444640573546, 1.5775426625402762, 0.13334748496177984, 56, 26.421830353437194, 94.66666666666666, 'Low Risk'),
(158575, 70, 14, '59:46.1', 36.35372299733571, 97.66379460904722, 111, 72, 60, 'Female', 91.69032756, 1.5416572093520249, 0.11220954696298757, 39, 38.57872655145014, 85, 'High Risk'),
(158576, 63, 19, '58:46.1', 36.953676442430414, 95.94181239424942, 137, 70, 74, 'Female', 93.05866648, 1.7958214495434528, 0.085943993, 67, 28.85562702002253, 92.33333333333333, 'Low Risk'),
(158577, 92, 18, '57:46.1', 36.73747372628828, 95.51122134560157, 136, 87, 62, 'Male', 61.33886073206739, 1.8203752187249158, 0.085003369, 49, 18.510317837525015, 103.33333333333333, 'High Risk'),
(158578, 98, 19, '56:46.1', 37.21958248201439, 99.43065566610967, 120, 84, 48, 'Male', 87.01147372138868, 1.854586086875585, 0.066746404, 36, 25.29778688511922, 96, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(158580, 66, 16, '54:46.1', 37.287100588386416, 99.46880256794674, 111, 76, 70, 'Male', 76.14293239715992, 1.6307921904251375, 0.077709728, 35, 28.630725436910474, 87.66666666666667, 'Low Risk'),
(158581, 71, 17, '53:46.1', 36.14947127379769, 99.99489915, 114, 75, 38, 'Female', 70.43227815, 1.9295537214433376, 0.055711783090783486, 39, 18.917249296671617, 88, 'Low Risk'),
(158582, 71, 12, '52:46.1', 36.10286476580369, 98.60731324170517, 110, 88, 79, 'Female', 92.12517627326875, 1.9968555644073573, 0.068731562, 22, 23.10388563887436, 95.33333333333333, 'Low Risk'),
(158583, 78, 12, '51:46.1', 36.825764453234356, 96.45658321, 132, 88, 52, 'Female', 63.46112343757061, 1.716998528286429, 0.14613841495716007, 44, 21.526226727943076, 102.66666666666667, 'Low Risk'),
(158584, 83, 12, '50:46.1', 37.479166715696195, 98.26357583356487, 111, 81, 26, 'Male', 95.63832418, 1.5491072004322834, 0.10963427975872658, 30, 39.85373350139375, 91, 'High Risk'),
(158585, 79, 14, '49:46.1', 37.36200108242133, 99.32419879810335, 124, 70, 57, 'Female', 51.146163750437196, 1.718051330914258, 0.068312808, 54, 17.32769496940076, 88, 'High Risk'),
(158586, 87, 15, '48:46.1', 37.021820444891475, 95.44584617408823, 137, 86, 29, 'Male', 95.03990801531077, 1.638102313384152, 0.10774837152792072, 51, 35.417993998333515, 103, 'High Risk'),
(158587, 90, 19, '47:46.1', 36.03697537, 99.40469114239124, 134, 74, 87, 'Female', 89.59070075343801, 1.9769281367561957, 0.11214245477750738, 60, 22.92351273037069, 94, 'Low Risk'),
(158588, 70, 17, '46:46.1', 37.03098398716315, 98.51024916152426, 131, 75, 80, 'Male', 52.36194030431716, 1.5393796388746388, 0.086645718, 56, 22.096539015282964, 93.66666666666666, 'Low Risk'),
(158589, 92, 13, '45:46.1', 36.88362869959109, 99.44131857590017, 138, 83, 18, 'Female', 50.30093507554933, 1.9544463574528663, 0.12263508696648807, 55, 13.168264712981857, 101.33333333333333, 'High Risk'),
(158590, 95, 12, '44:46.1', 37.38223322131116, 95.92116193874098, 129, 87, 47, 'Female', 55.58085588346868, 1.5402237000934722, 0.075314098, 42, 23.42920900362569, 101, 'High Risk'),
(158591, 83, 12, '43:46.1', 37.31923702347716, 99.20526081772167, 119, 73, 81, 'Male', 50.398403674005145, 1.8953045321447668, 0.081627172, 46, 14.030035778269829, 88.33333333333333, 'High Risk'),
(158592, 74, 14, '42:46.1', 36.10771794371493, 98.48385876022766, 128, 78, 77, 'Male', 57.74121351311843, 1.6230607890694684, 0.065847603, 50, 21.91877785406632, 94.66666666666666, 'Low Risk'),
(158593, 84, 14, '41:46.1', 36.48895415689384, 99.11907825125276, 136, 82, 76, 'Female', 97.33997874, 1.7906677270537976, 0.11774966285764529, 54, 30.357166605667913, 100, 'High Risk'),
(158594, 74, 19, '40:46.1', 37.02254094650229, 95.48244478242775, 119, 82, 49, 'Female', 87.26748561890781, 1.9101617535702264, 0.083569183, 37, 23.917301204814812, 94.33333333333333, 'Low Risk'),
(158595, 70, 15, '39:46.1', 36.542554772815144, 97.71596272504411, 117, 73, 19, 'Male', 67.38268933026708, 1.6515563963098496, 0.1335377253159678, 44, 24.703672640056357, 87.66666666666667, 'Low Risk'),
(158596, 96, 16, '38:46.1', 36.23834226302769, 99.89941913534301, 111, 70, 64, 'Male', 58.68588166390638, 1.6453572623941768, 0.058769573, 41, 21.677700344158108, 83.66666666666667, 'High Risk'),
(158597, 88, 16, '37:46.1', 36.20778705721696, 99.38798495259638, 129, 75, 85, 'Male', 78.09858669456034, 1.8540952768401116, 0.09082596, 54, 22.718469980373975, 93, 'Low Risk'),
(158598, 83, 15, '36:46.1', 37.29879064565832, 97.77112326918112, 135, 83, 43, 'Female', 92.78543968886294, 1.5624200094777827, 0.14527071177136436, 52, 38.008807637739956, 100.33333333333333, 'High Risk'),
(158599, 79, 12, '35:46.1', 36.37479891680814, 99.20355573248457, 128, 87, 85, 'Male', 60.665882264324466, 1.9981389485333165, 0.053204477, 41, 15.194735594255272, 100.66666666666667, 'High Risk'),
(158600, 77, 14, '34:46.1', 36.909126000352586, 95.75466505, 138, 83, 78, 'Male', 86.06583085552504, 1.7733938489740768, 0.0545387, 55, 27.366570110993333, 101.33333333333333, 'Low Risk'),
(158601, 68, 17, '33:46.1', 36.48101799860452, 99.11289076, 131, 72, 47, 'Male', 95.37510618212147, 1.7227526815600291, 0.1488249389103221, 59, 32.13580365720077, 91.66666666666666, 'High Risk'),
(158602, 64, 12, '32:46.1', 36.96962349089967, 99.23611182810257, 137, 82, 61, 'Male', 90.83204244984556, 1.9880081746987193, 0.069872176, 55, 22.98278996, 100.33333333333333, 'Low Risk'),
(158603, 69, 13, '31:46.1', 36.28153998025705, 99.15246723695422, 127, 87, 30, 'Male', 50.62706801790731, 1.9912693300512272, 0.10421425710691187, 40, 12.767996862130822, 100.33333333333333, 'High Risk'),
(158604, 76, 15, '30:46.1', 36.60408374040566, 98.15943059, 137, 77, 81, 'Male', 80.97466641772132, 1.834083162405697, 0.1006567868084628, 60, 24.071941526562906, 97, 'Low Risk'),
(158605, 74, 13, '29:46.1', 36.4439082, 95.29171254178162, 115, 84, 81, 'Female', 75.25326756757872, 1.5599993500392548, 0.050580412973785675, 31, 30.922637358188265, 94.33333333333333, 'High Risk'),
(158606, 94, 12, '28:46.1', 36.29327800493403, 97.30817322522265, 138, 84, 71, 'Female', 96.51433153911105, 1.8508259355946137, 0.073538269, 54, 28.174787800351105, 102, 'High Risk'),
(158607, 65, 19, '27:46.1', 36.65307447921052, 96.33472379846825, 125, 77, 51, 'Male', 99.13790357744719, 1.6312323480487994, 0.080255762, 48, 37.25701705742814, 93, 'High Risk'),
(158608, 84, 17, '26:46.1', 36.346538885077955, 95.84124636967493, 111, 74, 24, 'Male', 60.39024805284751, 1.7639247124837243, 0.075935453, 37, 19.409159279763347, 86.33333333333333, 'Low Risk'),
(158609, 63, 16, '25:46.1', 37.322731473260305, 95.92357508113305, 114, 78, 62, 'Female', 52.15011655720696, 1.6387078000357347, 0.10035490888746339, 36, 19.42013486685948, 90, 'Low Risk'),
(158610, 71, 14, '24:46.1', 36.30762038, 98.40196311091204, 124, 88, 34, 'Female', 75.85030691711336, 1.7213602679500402, 0.11556675259279882, 36, 25.598457319326315, 100, 'Low Risk'),
(158611, 74, 18, '23:46.1', 36.032860743854854, 95.76202609798358, 136, 70, 33, 'Male', 78.38267264, 1.610063135663241, 0.081633608, 66, 30.23669052075733, 92, 'High Risk'),
(158612, 85, 19, '22:46.1', 36.45956146922249, 97.26472097, 137, 82, 81, 'Male', 88.68232601761261, 1.9351418821770519, 0.1161101332557121, 55, 23.681622322478113, 100.33333333333333, 'Low Risk'),
(158613, 73, 14, '21:46.1', 37.22791111799437, 95.62431493665345, 112, 81, 78, 'Male', 86.10903187995342, 1.740566353381843, 0.10416860404197928, 31, 28.42284446470413, 91.33333333333333, 'Low Risk'),
(158614, 80, 17, '20:46.1', 36.711823831276085, 95.57641421835173, 121, 78, 53, 'Female', 79.88989860564524, 1.6311634880842787, 0.078338098, 43, 30.025958960870398, 92.33333333333333, 'High Risk'),
(158615, 88, 18, '19:46.1', 36.93472947, 99.14481980735242, 111, 75, 40, 'Female', 95.86986589398268, 1.7687928778863768, 0.1379995453336207, 36, 30.642779643582905, 87, 'High Risk'),
(158616, 95, 19, '18:46.1', 36.09671310686944, 98.94805647841224, 137, 83, 51, 'Male', 81.43248438370517, 1.6413532253669898, 0.081355034, 54, 30.226897884924696, 101, 'High Risk'),
(158617, 67, 16, '17:46.1', 36.34919927876466, 95.18242800315316, 118, 85, 69, 'Female', 82.66027387015589, 1.6727265304193726, 0.060333432, 33, 29.542479960407483, 96, 'Low Risk'),
(158618, 98, 19, '16:46.1', 37.131662327935686, 96.86673817728541, 129, 86, 79, 'Female', 96.40441152314227, 1.610806335350056, 0.07725593, 43, 37.15439978744271, 100.33333333333333, 'High Risk'),
(158619, 80, 15, '15:46.1', 37.25276116143684, 96.84084472460148, 133, 85, 42, 'Female', 75.94935873846016, 1.9249137385652082, 0.054119553, 48, 20.49753171190924, 101, 'Low Risk'),
(158620, 67, 16, '14:46.1', 37.44960188241688, 96.42662219630513, 117, 72, 43, 'Male', 57.55804634635315, 1.5289325003785912, 0.089073334, 45, 24.62234541488989, 87, 'Low Risk'),
(158621, 75, 13, '13:46.1', 36.33461700416253, 95.62316071892134, 119, 77, 79, 'Female', 58.08328028162333, 1.6161132119021413, 0.051224085, 42, 22.23860668956626, 91, 'Low Risk'),
(158622, 74, 13, '12:46.1', 36.988340793751476, 97.73273181704374, 134, 81, 79, 'Male', 51.54175588915354, 1.8307496824370628, 0.1398119990889683, 53, 15.378050217111175, 98.66666666666666, 'High Risk'),
(158623, 63, 14, '11:46.1', 37.464375056492166, 97.11920325188821, 116, 72, 60, 'Female', 98.69657987, 1.6418140455057046, 0.075078103, 44, 36.61458954432441, 86.66666666666667, 'High Risk'),
(158624, 97, 15, '10:46.1', 36.24817846049078, 97.34509497118547, 127, 77, 88, 'Female', 96.61384080796378, 1.8934593990612292, 0.0726493, 50, 26.948050547030107, 93.66666666666666, 'High Risk'),
(158625, 88, 14, '09:46.1', 36.95223977144108, 99.50509131132885, 124, 80, 28, 'Female', 94.01075433, 1.8932956675889598, 0.12254506786504576, 44, 26.22651923749798, 94.66666666666667, 'Low Risk'),
(158626, 72, 14, '08:46.1', 36.15092143080922, 98.72173438750221, 137, 77, 47, 'Female', 58.073741437634915, 1.5220662897389476, 0.079902001, 60, 25.06759513063636, 97, 'Low Risk'),
(158627, 62, 12, '07:46.1', 36.749043332704915, 96.32149497397103, 127, 75, 78, 'Female', 97.58279781022344, 1.5994310325092065, 0.065236073, 52, 38.14540494012079, 92.33333333333333, 'High Risk'),
(158628, 92, 15, '06:46.1', 36.80206608988943, 99.64377438450282, 135, 74, 65, 'Male', 93.20059091879625, 1.6599008270900957, 0.08116357, 61, 33.82629119968347, 94.33333333333333, 'High Risk'),
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(158804, 79, 19, '10:46.1', 36.161000687710626, 96.16065054608414, 111, 82, 39, 'Female', 76.75394052972365, 1.919408882, 0.1392875468078073, 29, 20.833665222715748, 91.66666666666667, 'Low Risk'),
(158805, 75, 16, '09:46.1', 36.11883856119241, 97.28927385982847, 129, 88, 74, 'Female', 87.51234546571212, 1.8103360065047769, 0.095739549, 41, 26.702439824980516, 101.66666666666667, 'Low Risk'),
(158806, 93, 18, '08:46.1', 36.806954931799346, 96.68825576031692, 128, 86, 72, 'Male', 71.66832421255037, 1.7570121924116133, 0.10896340614166919, 42, 23.215481698502686, 100, 'High Risk'),
(158807, 75, 19, '07:46.1', 36.29360516147044, 95.92045811790632, 123, 88, 39, 'Female', 91.10776070045529, 1.8972677560730673, 0.13989506739014415, 35, 25.310348234541316, 99.66666666666667, 'Low Risk'),
(158808, 79, 16, '06:46.1', 36.60018304391499, 96.60573613993571, 125, 87, 36, 'Male', 71.65192011499482, 1.8947416537332749, 0.11460026974635106, 38, 19.958496750301745, 99.66666666666667, 'Low Risk'),
(158809, 61, 14, '05:46.1', 36.22857724451144, 96.50569846759402, 111, 75, 29, 'Male', 89.83087100872574, 1.8713864112014769, 0.10838841334112803, 36, 25.650667285793073, 87, 'Low Risk'),
(158810, 96, 14, '04:46.1', 37.17441740200549, 99.51235322184715, 129, 72, 18, 'Female', 96.48634045800938, 1.5013929725161845, 0.076226739, 57, 42.80328267315608, 91, 'High Risk'),
(158811, 94, 12, '03:46.1', 36.771624362138795, 95.63348292695848, 135, 79, 56, 'Male', 51.05898292, 1.8077700590059687, 0.098452763, 56, 15.623767991341447, 97.66666666666666, 'High Risk'),
(158812, 96, 14, '02:46.1', 36.837552825747274, 97.73715151444671, 119, 75, 38, 'Female', 75.79158696076054, 1.837884952878601, 0.082171546, 44, 22.438010988908246, 89.66666666666667, 'High Risk'),
(158813, 96, 19, '01:46.1', 37.31601713594122, 95.69092176, 125, 82, 40, 'Male', 72.12567343, 1.7109264252531364, 0.087466023, 43, 24.63923462359932, 96.33333333333333, 'High Risk'),
(158814, 75, 15, '00:46.1', 36.88332085264812, 96.93213008528774, 130, 76, 66, 'Female', 54.362893905687294, 1.782626768426265, 0.091300078, 54, 17.107309795471963, 94, 'High Risk'),
(158815, 85, 15, '59:46.1', 37.08005429704656, 98.71445213120634, 125, 88, 76, 'Female', 69.87519459137681, 1.9226820503533304, 0.12304771466080805, 37, 18.90201426601081, 100.33333333333333, 'Low Risk'),
(158816, 72, 17, '58:46.1', 37.21361897507246, 97.86698220102642, 124, 80, 37, 'Female', 92.49211554, 1.6155703961084544, 0.083017149, 44, 35.43667291295545, 94.66666666666667, 'High Risk'),
(158817, 60, 19, '57:46.1', 37.254966196774625, 99.23111751361853, 133, 73, 78, 'Female', 54.62784158889548, 1.9418894715311925, 0.12036194673331181, 60, 14.486551916246677, 93, 'High Risk'),
(158818, 65, 18, '56:46.1', 36.51609211007795, 98.96931792953157, 123, 88, 82, 'Female', 67.84381431577633, 1.9113473822298213, 0.066445709, 35, 18.570816755451755, 99.66666666666667, 'Low Risk'),
(158819, 86, 13, '55:46.1', 36.14931889236394, 97.87190082949208, 133, 82, 22, 'Male', 67.93580705453813, 1.9103339933883312, 0.067135666, 51, 18.61573257509811, 99, 'Low Risk'),
(158820, 91, 14, '54:46.1', 36.34985414914746, 97.78021368044122, 113, 83, 38, 'Female', 55.45561319732735, 1.8314443320654827, 0.06782892, 30, 16.53324367983316, 93, 'High Risk'),
(158821, 65, 17, '53:46.1', 36.21664039814884, 96.91671696213078, 121, 83, 67, 'Female', 62.81122057195384, 1.6461495490910842, 0.088769013, 38, 23.17921149321697, 95.66666666666667, 'Low Risk'),
(158822, 68, 16, '52:46.1', 37.30879651561063, 99.39718074263624, 120, 80, 81, 'Male', 50.342115468658854, 1.7588271957923225, 0.12189663113112913, 40, 16.273655456336446, 93.33333333333333, 'High Risk'),
(158823, 91, 12, '51:46.1', 37.38895048340219, 95.45384551613255, 135, 82, 32, 'Female', 61.39171104195404, 1.8688475696365467, 0.13918621301801992, 53, 17.577697144908452, 99.66666666666666, 'High Risk'),
(158824, 64, 15, '50:46.1', 36.300694554447546, 99.27279543169817, 113, 80, 80, 'Male', 51.39922850792795, 1.8037420739885601, 0.074664193, 33, 15.798204414970842, 91, 'High Risk'),
(158825, 64, 14, '49:46.1', 36.726297824686746, 96.12547375526407, 114, 84, 39, 'Male', 90.11404005157041, 1.8040326613390518, 0.14673063923141094, 30, 27.688770310519736, 94, 'Low Risk'),
(158826, 89, 14, '48:46.1', 37.23889929542781, 96.24211276, 111, 71, 56, 'Female', 84.46587434125625, 1.6602475679521036, 0.082927733, 40, 30.643303072955863, 84.33333333333333, 'High Risk'),
(158827, 96, 16, '47:46.1', 37.29447072293867, 99.98840573452466, 123, 82, 46, 'Female', 75.00169445, 1.9164922558703235, 0.056147542, 41, 20.420056422491836, 95.66666666666667, 'High Risk'),
(158828, 74, 12, '46:46.1', 37.45383469852591, 95.33961483, 126, 83, 83, 'Female', 88.83105308680963, 1.5161466137991346, 0.11038113899884522, 43, 38.644029954913044, 97.33333333333333, 'High Risk'),
(158829, 75, 13, '45:46.1', 37.41653517931447, 96.07119691472391, 119, 86, 74, 'Male', 68.79269095518103, 1.927732442214534, 0.087720737, 33, 18.511805794986003, 97, 'Low Risk'),
(158830, 66, 16, '44:46.1', 36.11694451951898, 96.91860876834606, 125, 86, 38, 'Male', 75.53697902062207, 1.6928810992877363, 0.093610045, 39, 26.357650776509224, 99, 'Low Risk'),
(158831, 93, 12, '43:46.1', 36.61530419693554, 98.88443476513459, 137, 71, 81, 'Male', 98.94196355959306, 1.52471404, 0.14389599583860224, 66, 42.56020647942236, 93, 'High Risk'),
(158832, 83, 16, '42:46.1', 36.53715362942092, 95.66818672279007, 128, 70, 66, 'Female', 94.67878001061578, 1.7026825737884386, 0.1173693136656317, 58, 32.65767559720296, 89.33333333333333, 'High Risk'),
(158833, 89, 16, '41:46.1', 36.00268334053381, 96.64094449, 132, 88, 47, 'Female', 81.83225522476558, 1.538532213987927, 0.077705266, 44, 34.57095144325661, 102.66666666666667, 'High Risk'),
(158834, 61, 18, '40:46.1', 36.48417112, 97.43143763202076, 117, 72, 21, 'Male', 66.61851231640858, 1.598506793, 0.066846645, 45, 26.071496339261493, 87, 'Low Risk'),
(158835, 88, 17, '39:46.1', 37.473870009813524, 97.07159378654633, 119, 89, 72, 'Female', 79.25003046395985, 1.583641660144861, 0.074586177, 30, 31.599892253051255, 99, 'High Risk'),
(158836, 69, 15, '38:46.1', 36.21964735375209, 95.21488862214503, 127, 84, 58, 'Female', 83.96932945188213, 1.509204505634916, 0.12612879143819444, 43, 36.86587098482199, 98.33333333333333, 'High Risk'),
(158837, 73, 18, '37:46.1', 36.28458025415555, 98.79073858316876, 122, 70, 82, 'Female', 94.85947175530994, 1.7645420702092929, 0.053219828, 52, 30.46608625579077, 87.33333333333333, 'High Risk'),
(158838, 85, 14, '36:46.1', 37.410175137245375, 95.86334762005532, 119, 80, 54, 'Female', 84.12443570297536, 1.7429627446570972, 0.078882434, 39, 27.691466468824338, 93, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(158839, 85, 13, '35:46.1', 37.14624715290838, 97.88004906318444, 116, 85, 29, 'Male', 59.31718149586388, 1.6398003905728205, 0.069483673, 31, 22.059645852340278, 95.33333333333333, 'Low Risk'),
(158840, 96, 19, '34:46.1', 37.099395668274944, 95.49795541371144, 135, 82, 38, 'Female', 54.024580903289326, 1.9282548429945467, 0.11608870392079107, 53, 14.529897309040642, 99.66666666666666, 'High Risk'),
(158841, 83, 19, '33:46.1', 36.37064910739249, 99.59822740183719, 130, 78, 47, 'Male', 77.63586289070795, 1.857358251444288, 0.11883125895108934, 52, 22.50458586417623, 95.33333333333333, 'Low Risk'),
(158842, 96, 19, '32:46.1', 36.63061826771189, 97.18822270857521, 126, 81, 34, 'Male', 55.38736402021472, 1.6838049397222543, 0.057199305396316805, 45, 19.53561727215532, 96, 'High Risk'),
(158843, 67, 15, '31:46.1', 36.28635618082906, 96.08814170327831, 128, 72, 35, 'Male', 68.47831902051814, 1.9567448655651418, 0.10724812666455684, 56, 17.88482459068542, 90.66666666666666, 'High Risk'),
(158844, 97, 15, '30:46.1', 37.46487107765356, 97.59592117791786, 138, 77, 73, 'Female', 72.87560321247624, 1.949289051406926, 0.069494988, 61, 19.179164122927318, 97.33333333333333, 'High Risk'),
(158845, 89, 16, '29:46.1', 37.06648206816085, 95.90054798412139, 131, 81, 64, 'Male', 53.08489491926459, 1.6954104124595086, 0.13329518057902257, 50, 18.468059703488333, 97.66666666666666, 'High Risk'),
(158846, 95, 15, '28:46.1', 36.526088341151514, 97.12313267705966, 139, 87, 60, 'Female', 98.63568822264972, 1.5804070442383662, 0.14747757869184347, 52, 39.490821272235266, 104.33333333333333, 'High Risk'),
(158847, 65, 13, '27:46.1', 37.20265369503546, 96.48280382, 118, 71, 35, 'Female', 98.44907789805359, 1.5251688716484524, 0.099901985, 47, 42.32293594282206, 86.66666666666667, 'High Risk'),
(158848, 91, 18, '26:46.1', 36.674728794740346, 97.21045271, 115, 77, 27, 'Female', 97.19090365412396, 1.5425965803970705, 0.084883658, 38, 40.84330631611159, 89.66666666666667, 'High Risk'),
(158849, 90, 14, '25:46.1', 37.23576032184814, 96.98498008366136, 119, 82, 66, 'Male', 58.928321881075114, 1.5814695308909972, 0.1235085384083138, 37, 23.56147179056997, 94.33333333333333, 'Low Risk'),
(158850, 64, 13, '24:46.1', 36.20782889141804, 98.34927140757335, 112, 79, 32, 'Male', 70.91524289943663, 1.5295234019073027, 0.13351348691306242, 33, 30.312889928872202, 90, 'High Risk'),
(158851, 92, 15, '23:46.1', 36.25551553792092, 97.34257228530004, 123, 80, 20, 'Female', 98.14903519662212, 1.651529886152416, 0.11865511788463408, 43, 35.98430843687419, 94.33333333333333, 'High Risk'),
(158852, 91, 14, '22:46.1', 36.365300265151596, 95.83011633445824, 115, 77, 43, 'Female', 60.920567182927115, 1.9957013556140535, 0.063312171, 38, 15.295822436611864, 89.66666666666667, 'High Risk'),
(158853, 66, 13, '21:46.1', 37.38741652118638, 96.98407857868065, 117, 81, 20, 'Female', 57.10353492, 1.7278453989946365, 0.063282554, 36, 19.127280717433663, 93, 'Low Risk'),
(158854, 66, 12, '20:46.1', 36.528287456886986, 99.11736693303929, 133, 77, 24, 'Female', 84.08157712119241, 1.9859047025547958, 0.055280718, 56, 21.319844892654096, 95.66666666666666, 'Low Risk'),
(158855, 61, 16, '19:46.1', 36.362608607482585, 98.60094803010661, 118, 78, 55, 'Female', 73.30533326657786, 1.5570630595526167, 0.077804728, 40, 30.235918750993097, 91.33333333333333, 'High Risk'),
(158856, 71, 16, '18:46.1', 36.68973892298309, 97.79044481874098, 117, 72, 49, 'Female', 62.979995834819654, 1.9213192790435039, 0.057180684, 45, 17.060963206048527, 87, 'High Risk'),
(158857, 64, 19, '17:46.1', 36.80700861753763, 96.07189410783548, 110, 70, 87, 'Male', 54.789054725286775, 1.7729816082031502, 0.10823091410993683, 40, 17.429516770997786, 83.33333333333333, 'High Risk'),
(158858, 60, 17, '16:46.1', 36.454424916100784, 99.55619072, 125, 89, 26, 'Female', 59.38509618202873, 1.9429752277022194, 0.056263683716291514, 36, 15.730514854181667, 101, 'High Risk'),
(158859, 64, 16, '15:46.1', 36.874097184344905, 98.85131538223506, 120, 81, 79, 'Female', 69.91276853122332, 1.5241281504766366, 0.12268666149505765, 39, 30.09632939067045, 94, 'High Risk'),
(158860, 93, 17, '14:46.1', 36.671134147600576, 96.67647881395493, 137, 77, 35, 'Female', 74.20537019604937, 1.845565578785487, 0.095205134, 60, 21.785943485802218, 97, 'High Risk'),
(158861, 85, 12, '13:46.1', 36.10963093515115, 95.30237648006637, 116, 89, 24, 'Female', 72.68523908, 1.6902976539117192, 0.099834427, 27, 25.440160440645744, 98, 'Low Risk'),
(158862, 77, 15, '12:46.1', 37.12169903631533, 99.66439079410199, 121, 82, 32, 'Female', 75.49474641122191, 1.5734750695343047, 0.13864856650572227, 39, 30.492778436243828, 95, 'High Risk'),
(158863, 60, 16, '11:46.1', 37.30610545141366, 95.58759184703764, 133, 82, 49, 'Male', 58.99831621746466, 1.570907328454823, 0.14452098379284115, 51, 23.90773788753732, 99, 'Low Risk'),
(158864, 89, 15, '10:46.1', 36.99916861490382, 95.15970195740881, 110, 82, 88, 'Female', 82.56231839, 1.5407137067881624, 0.14612461220409956, 28, 34.78067347, 91.33333333333333, 'High Risk'),
(158865, 98, 15, '09:46.1', 36.757792011860666, 99.44693319584579, 114, 74, 77, 'Male', 82.89234275, 1.6021204177074901, 0.074239038, 40, 32.29416826002679, 87.33333333333333, 'High Risk'),
(158866, 74, 13, '08:46.1', 36.81719877173985, 97.31781948330662, 120, 88, 86, 'Male', 78.34243047089087, 1.9535444603048644, 0.13870254570032406, 32, 20.528179731845704, 98.66666666666667, 'Low Risk'),
(158867, 87, 19, '07:46.1', 36.39668403241352, 97.07399699838354, 116, 86, 51, 'Female', 96.52234723, 1.9549776692629206, 0.07533941, 30, 25.254819707426947, 96, 'Low Risk'),
(158868, 75, 16, '06:46.1', 37.26645977721408, 98.24388368, 123, 81, 53, 'Female', 85.37911971264037, 1.6550940226114925, 0.138824673, 42, 31.167813200312104, 95, 'High Risk'),
(158869, 93, 13, '05:46.1', 37.08358909231836, 98.98251787467495, 137, 78, 77, 'Female', 72.72281981004102, 1.6432313207892943, 0.1394593131286554, 59, 26.93229121670868, 97.66666666666666, 'High Risk'),
(158870, 63, 12, '04:46.1', 36.741979584040315, 99.44915619891417, 129, 79, 44, 'Female', 73.22626613147591, 1.8473996705639522, 0.085972018, 50, 21.45582241571568, 95.66666666666666, 'Low Risk'),
(158871, 68, 19, '03:46.1', 37.24848155367309, 99.67404936752068, 139, 77, 77, 'Female', 62.37921684086088, 1.6428931908852251, 0.14226432776443176, 62, 23.111134161736693, 97.66666666666666, 'Low Risk'),
(158872, 94, 19, '02:46.1', 37.069754736997915, 97.46475687142033, 124, 83, 68, 'Female', 90.48855430079644, 1.7362456373220745, 0.094139429, 41, 30.01727850789604, 96.66666666666667, 'High Risk'),
(158873, 61, 14, '01:46.1', 37.22142797240637, 96.57217891631215, 137, 76, 20, 'Female', 86.93493689703753, 1.546377063060036, 0.12156137034359689, 61, 36.35494940698457, 96.33333333333333, 'High Risk'),
(158874, 97, 17, '00:46.1', 37.362030665648156, 95.35767418962898, 133, 72, 52, 'Male', 82.11816508010712, 1.913083654536077, 0.07299756, 61, 22.437337177780993, 92.33333333333333, 'High Risk'),
(158875, 79, 12, '59:46.1', 36.33875831942811, 96.09908342470158, 116, 84, 86, 'Female', 63.65472498465557, 1.770957169649649, 0.14629897901924777, 32, 20.29619048566507, 94.66666666666667, 'Low Risk'),
(158876, 91, 13, '58:46.1', 36.47256454666492, 95.94802085545669, 115, 83, 89, 'Female', 96.19118440159846, 1.8353861323091496, 0.12371076888579212, 32, 28.55488268846861, 93.66666666666667, 'High Risk'),
(158877, 91, 16, '57:46.1', 37.21439698457822, 96.15106866, 116, 74, 71, 'Male', 98.30129855164515, 1.8129964303996693, 0.11504449726125361, 42, 29.906483949795433, 88, 'High Risk'),
(158878, 78, 13, '56:46.1', 36.668223689180316, 95.40538496452092, 136, 86, 56, 'Female', 61.97574016858778, 1.9764441180531072, 0.095057518, 50, 15.865459068197216, 102.66666666666666, 'High Risk'),
(158879, 87, 19, '55:46.1', 36.063171148923395, 95.91932965, 132, 79, 30, 'Male', 83.35161843, 1.7845236591124114, 0.11870461980870331, 53, 26.173958924025815, 96.66666666666666, 'Low Risk'),
(158880, 74, 19, '54:46.1', 37.25911672, 97.75907242576743, 136, 77, 86, 'Female', 68.00538930380348, 1.5338090903376553, 0.14564358460542842, 59, 28.90684650899405, 96.66666666666666, 'Low Risk'),
(158881, 75, 16, '53:46.1', 36.94122121670627, 97.16251267878916, 133, 83, 79, 'Male', 80.19337380746293, 1.7068735158363952, 0.11468403814059415, 50, 27.52553730829734, 99.66666666666666, 'Low Risk'),
(158882, 76, 14, '52:46.1', 36.62344186, 95.77474725681635, 122, 74, 41, 'Male', 96.63281458500576, 1.5874929796819062, 0.088369609, 48, 38.344316650661405, 90, 'High Risk'),
(158883, 85, 18, '51:46.1', 36.33797994123237, 99.20114568, 125, 81, 54, 'Female', 64.60109079898882, 1.529454812014564, 0.13260392966074697, 44, 27.61636733405686, 95.66666666666667, 'Low Risk'),
(158884, 76, 18, '50:46.1', 36.04119365861543, 98.90318669283303, 131, 71, 30, 'Male', 60.117430269186826, 1.8090649960201441, 0.099016559, 60, 18.369277179355134, 91, 'High Risk'),
(158885, 93, 18, '49:46.1', 36.53712946, 98.01321474, 110, 87, 26, 'Male', 92.44244124196908, 1.5012103305073932, 0.074616112, 23, 41.01930684328685, 94.66666666666667, 'High Risk'),
(158886, 96, 17, '48:46.1', 36.10893475207135, 99.49214874866847, 130, 73, 22, 'Female', 50.50033412011856, 1.5242274696915548, 0.13824611301340956, 57, 21.736753632064683, 92, 'High Risk'),
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(159064, 60, 12, '50:46.1', 36.77710359958472, 99.44126596109444, 134, 82, 39, 'Male', 72.66461809389632, 1.7628824837713273, 0.074005538, 52, 23.381710025523308, 99.33333333333333, 'Low Risk'),
(159065, 66, 17, '49:46.1', 36.17877419769744, 98.88903493534893, 121, 71, 59, 'Female', 74.14674325215307, 1.8677046997224356, 0.094398147, 50, 21.25571199984872, 87.66666666666666, 'Low Risk'),
(159066, 82, 19, '48:46.1', 36.69700850876069, 95.66986545, 132, 70, 72, 'Female', 72.14623640579916, 1.9528676776836678, 0.12241368513517902, 62, 18.91768744178009, 90.66666666666666, 'Low Risk'),
(159067, 81, 15, '47:46.1', 36.28907777875832, 97.43333592309011, 126, 76, 70, 'Male', 50.98732889210408, 1.8300891013372935, 0.054552415, 50, 15.223614973438035, 92.66666666666666, 'High Risk'),
(159068, 60, 16, '46:46.1', 36.51797047641682, 96.92406032896285, 116, 73, 75, 'Female', 53.972030514379604, 1.9872644656027583, 0.086105288, 43, 13.666503700901464, 87.33333333333333, 'High Risk'),
(159069, 67, 16, '45:46.1', 36.928081247912004, 95.12413768977333, 117, 72, 71, 'Female', 90.27046341, 1.6322544959236631, 0.055018827, 45, 33.88206918424545, 87, 'High Risk'),
(159070, 87, 17, '44:46.1', 36.14956767927935, 97.13827877482882, 129, 79, 19, 'Male', 55.05737332540504, 1.8542795494315216, 0.064055138, 50, 16.012718580916395, 95.66666666666666, 'High Risk'),
(159071, 95, 19, '43:46.1', 36.761399897921095, 95.13729423995503, 113, 85, 22, 'Male', 50.54124586290957, 1.9244241694832815, 0.14167551865813346, 28, 13.647224562113529, 94.33333333333333, 'High Risk'),
(159072, 94, 18, '42:46.1', 36.92755859182985, 98.62328830991461, 110, 80, 29, 'Female', 78.33365407, 1.7702270998135707, 0.096729602, 30, 24.997145373709866, 90, 'High Risk'),
(159073, 76, 14, '41:46.1', 36.47029425342239, 98.04836552554852, 128, 79, 43, 'Female', 76.74883261905133, 1.9052352207806997, 0.085103442, 49, 21.14338780572273, 95.33333333333333, 'Low Risk'),
(159074, 85, 16, '40:46.1', 36.77377963328102, 98.41448564918613, 130, 72, 57, 'Female', 68.12227169355927, 1.76748377, 0.076616476, 58, 21.806112726995536, 91.33333333333333, 'Low Risk'),
(159075, 90, 19, '39:46.1', 36.33329862207744, 97.27360795298316, 117, 83, 25, 'Female', 89.49968920702165, 1.9180474836263048, 0.10813168819184925, 34, 24.32779896288431, 94.33333333333333, 'Low Risk'),
(159076, 92, 17, '38:46.1', 36.99496028140211, 99.85140650349987, 111, 79, 53, 'Male', 77.85971000513112, 1.5967906868017425, 0.09693597, 32, 30.536327160662704, 89.66666666666667, 'High Risk'),
(159077, 60, 19, '37:46.1', 36.43281174096108, 96.17352559696148, 129, 70, 84, 'Female', 57.45869857670705, 1.9369775292668974, 0.12800157535614318, 59, 15.314633924925193, 89.66666666666666, 'High Risk'),
(159078, 93, 17, '36:46.1', 36.57013427694933, 96.14645601146722, 116, 77, 55, 'Male', 57.09481943817914, 1.5841492681114713, 0.10224916004738713, 39, 22.751210139461914, 90, 'High Risk'),
(159079, 93, 17, '35:46.1', 37.252290575623036, 98.40819379, 129, 75, 51, 'Female', 90.9938609, 1.6694564562320624, 0.096150526, 54, 32.64839985098986, 93, 'High Risk'),
(159080, 85, 13, '34:46.1', 37.29902760944452, 95.19401382409809, 137, 70, 73, 'Male', 85.04966703183956, 1.8106192122235838, 0.14936208779141877, 67, 25.94289088949095, 92.33333333333333, 'Low Risk'),
(159081, 68, 18, '33:46.1', 37.27878870699491, 99.08486067448673, 115, 80, 44, 'Female', 51.70120242231891, 1.8022168963047116, 0.1449426501126207, 35, 15.917927768121528, 91.66666666666667, 'High Risk'),
(159082, 78, 14, '32:46.1', 37.45970453294484, 98.59385148342407, 124, 86, 73, 'Female', 79.00370094026954, 1.793171736, 0.064981687, 38, 24.569915702621078, 98.66666666666667, 'Low Risk'),
(159083, 91, 17, '31:46.1', 37.38508443562403, 95.46360197972402, 112, 78, 45, 'Male', 95.60944565022311, 1.7500006369312033, 0.074390709, 34, 31.21938809929859, 89.33333333333333, 'High Risk'),
(159084, 97, 16, '30:46.1', 36.477766358302425, 95.60462395758127, 126, 82, 65, 'Female', 80.69268312853774, 1.5379374366651046, 0.091402597, 44, 34.11589892762924, 96.66666666666667, 'High Risk'),
(159085, 60, 13, '29:46.1', 36.82358208554512, 97.60990119886918, 132, 70, 69, 'Female', 50.75678321, 1.8754909146942083, 0.14651929879610406, 62, 14.429927890226532, 90.66666666666666, 'High Risk'),
(159086, 94, 13, '28:46.1', 36.95232370477019, 95.16151250203089, 136, 88, 71, 'Female', 71.85352117362004, 1.8865307820679984, 0.13204749666244997, 48, 20.189253622983042, 104, 'High Risk'),
(159087, 90, 17, '27:46.1', 36.87205068688437, 98.91109040909808, 131, 86, 54, 'Male', 70.50313453680876, 1.503509113737784, 0.10707253291549938, 45, 31.18862983800274, 101, 'High Risk'),
(159088, 82, 15, '26:46.1', 36.025314095744854, 95.05798299581068, 116, 87, 57, 'Female', 87.81083181729181, 1.8688011550460497, 0.066811535, 29, 25.143278360310156, 96.66666666666667, 'Low Risk'),
(159089, 89, 12, '25:46.1', 36.68923592884832, 99.99671545242428, 129, 87, 74, 'Female', 70.24221661837055, 1.5148620893183733, 0.094672161, 42, 30.609202446035827, 101, 'High Risk'),
(159090, 63, 15, '24:46.1', 36.43499400329795, 98.83858923840839, 123, 84, 85, 'Male', 57.45175799, 1.9361907655435404, 0.10073219554879012, 39, 15.325231142355502, 97, 'High Risk'),
(159091, 60, 14, '23:46.1', 36.07942235758484, 98.78299894441184, 138, 73, 70, 'Male', 68.99302722319453, 1.9838198966960088, 0.053039031023287025, 65, 17.530758926715936, 94.66666666666666, 'High Risk'),
(159092, 65, 12, '22:46.1', 37.33881428, 97.65811686540263, 110, 84, 70, 'Female', 82.21001687249907, 1.927509144379003, 0.10507585626847263, 26, 22.127474206442212, 92.66666666666667, 'Low Risk'),
(159093, 84, 18, '21:46.1', 36.86180484378263, 99.84225095963846, 111, 85, 37, 'Male', 59.466159738972934, 1.944494830289611, 0.082217367, 26, 15.72737736458589, 93.66666666666667, 'High Risk'),
(159094, 95, 18, '20:46.1', 36.27812085080192, 96.69299258124074, 130, 85, 43, 'Female', 66.13149315620672, 1.960477797128475, 0.13276928056924175, 45, 17.206180408925402, 100, 'High Risk'),
(159095, 82, 17, '19:46.1', 36.65702246395748, 99.06177108, 135, 79, 40, 'Female', 84.69515564, 1.704219321825474, 0.13485064639965044, 56, 29.161348339034525, 97.66666666666666, 'Low Risk'),
(159096, 75, 16, '18:46.1', 37.37243802437043, 99.15899492735394, 120, 79, 20, 'Female', 57.54183067875683, 1.5256613536909154, 0.10386217230559755, 41, 24.721076816373895, 92.66666666666667, 'Low Risk'),
(159097, 85, 17, '17:46.1', 36.362378594759186, 97.19568493026132, 115, 80, 38, 'Female', 59.63911854274701, 1.5982962816548547, 0.1050408390542775, 35, 23.34622344611203, 91.66666666666667, 'Low Risk'),
(159098, 89, 14, '16:46.1', 36.69070934574617, 96.26242598272837, 129, 70, 41, 'Female', 92.76816110022493, 1.7863645152028416, 0.068900249, 59, 29.070920364487478, 89.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(159100, 78, 13, '14:46.1', 37.38066866028065, 96.81964419902066, 111, 83, 32, 'Female', 89.23314504, 1.9112422016279509, 0.072742254, 28, 24.428384508979352, 92.33333333333333, 'Low Risk'),
(159101, 89, 16, '13:46.1', 36.98411078568517, 99.08309036092824, 111, 70, 73, 'Female', 60.25921181270121, 1.7484576919271086, 0.14801155262234322, 41, 19.711205732709985, 83.66666666666667, 'Low Risk'),
(159102, 90, 15, '12:46.1', 37.311553467656395, 96.46565580789965, 110, 81, 31, 'Female', 56.84575490352613, 1.7320473220341257, 0.089141364, 29, 18.948661231367886, 90.66666666666667, 'Low Risk'),
(159103, 79, 19, '11:46.1', 37.208368272804144, 99.59057978245907, 130, 87, 41, 'Male', 54.674073333882255, 1.9808136658092046, 0.063177609, 43, 13.934589642841095, 101.33333333333333, 'High Risk'),
(159104, 60, 17, '10:46.1', 36.516623506738206, 96.94872599668447, 120, 76, 20, 'Male', 85.46226994213376, 1.974671212866103, 0.070696152, 44, 21.917188047083876, 90.66666666666667, 'Low Risk'),
(159105, 80, 17, '09:46.1', 37.22735837, 95.04539527261147, 136, 71, 79, 'Female', 93.31713414, 1.8627606408979474, 0.096396191, 65, 26.89349755718108, 92.66666666666666, 'Low Risk'),
(159106, 99, 15, '08:46.1', 37.23576901890062, 98.09480844, 125, 72, 18, 'Female', 95.56662179, 1.6283248105004406, 0.12971489409858591, 53, 36.043267407914755, 89.66666666666666, 'High Risk'),
(159107, 62, 16, '07:46.1', 36.56932605109223, 98.05310315742953, 134, 87, 48, 'Female', 77.24292170320179, 1.6632837108218843, 0.11830037567067771, 47, 27.920682102136418, 102.66666666666667, 'Low Risk'),
(159108, 92, 15, '06:46.1', 37.093907143290686, 99.21731843079144, 116, 72, 19, 'Female', 69.86001290787674, 1.9143912817521578, 0.12698216008000163, 44, 19.061946483530686, 86.66666666666667, 'High Risk'),
(159109, 62, 12, '05:46.1', 37.44820709235552, 99.91686647904336, 128, 76, 35, 'Female', 85.28482924, 1.8293892149723994, 0.098336878, 52, 25.48352816762816, 93.33333333333333, 'Low Risk'),
(159110, 91, 18, '04:46.1', 36.23921384900052, 99.05526955459852, 114, 71, 57, 'Male', 71.32053822602757, 1.684980369120888, 0.075943328, 43, 25.120305744302215, 85.33333333333333, 'High Risk'),
(159111, 93, 18, '03:46.1', 37.067982726123795, 99.27749283978159, 126, 81, 19, 'Male', 94.14061376, 1.6755404483740042, 0.10766882469400554, 45, 33.53259723954164, 96, 'High Risk'),
(159112, 99, 15, '02:46.1', 37.22381362495989, 99.88672955515807, 135, 81, 61, 'Female', 81.37367916837633, 1.9458763336630436, 0.10549248645488715, 54, 21.49084442, 99, 'High Risk'),
(159113, 60, 17, '01:46.1', 37.38438668520077, 98.26878552787491, 115, 77, 20, 'Male', 98.23058964305469, 1.8214235172051665, 0.06082927, 38, 29.60907715590384, 89.66666666666667, 'Low Risk'),
(159114, 83, 12, '00:46.1', 37.233276497667944, 98.57383956130278, 114, 72, 74, 'Female', 78.18477626, 1.7935735103122585, 0.13858015716288008, 42, 24.304340194169104, 86, 'Low Risk'),
(159115, 61, 16, '59:46.1', 36.77825720929939, 98.96710939, 118, 89, 84, 'Female', 93.99597380191534, 1.7967047520625807, 0.1182818260632942, 29, 29.117616289420702, 98.66666666666667, 'Low Risk'),
(159116, 83, 13, '58:46.1', 37.47957574219206, 98.31672483216126, 132, 88, 80, 'Male', 71.03344327221473, 1.940048592863418, 0.12324154926371672, 44, 18.872857087183526, 102.66666666666667, 'Low Risk'),
(159117, 85, 15, '57:46.1', 37.03947465787863, 96.97245862259736, 119, 72, 24, 'Male', 71.45182707541998, 1.6117072039032712, 0.13876813121090226, 47, 27.50686172583569, 87.66666666666667, 'Low Risk'),
(159118, 99, 14, '56:46.1', 37.28860407656446, 97.71783990393985, 137, 76, 87, 'Female', 77.12470246, 1.5765274506813607, 0.1281391478577159, 61, 31.030618165325482, 96.33333333333333, 'High Risk'),
(159119, 92, 19, '55:46.1', 36.32290616644017, 99.29038324768891, 113, 71, 70, 'Male', 86.97052566048937, 1.6107328218040584, 0.090322316, 42, 33.52162614849589, 85, 'High Risk'),
(159120, 98, 13, '54:46.1', 37.37017613291372, 95.93199298364968, 121, 70, 70, 'Male', 94.76928614477248, 1.961159634073517, 0.053637617100012615, 51, 24.640057550191617, 87, 'High Risk'),
(159121, 64, 12, '53:46.1', 36.53970266, 97.19454820816404, 129, 86, 56, 'Female', 96.00522952050531, 1.7320619736793903, 0.068544126, 43, 32.00133056257388, 100.33333333333333, 'High Risk'),
(159122, 95, 13, '52:46.1', 36.63393404611072, 97.73733641, 114, 84, 52, 'Male', 66.14668530569676, 1.685594071934817, 0.071823389, 30, 23.28102491189723, 94, 'High Risk'),
(159123, 95, 15, '51:46.1', 36.377939913244816, 97.04152431381964, 120, 78, 72, 'Female', 71.75643259262611, 1.5315194822051668, 0.084445378, 42, 30.59255770335487, 92, 'High Risk'),
(159124, 83, 15, '50:46.1', 36.67756340848721, 98.90140189565466, 135, 87, 88, 'Male', 72.59146651972969, 1.6487212735558732, 0.068721697, 48, 26.704908044582645, 103, 'Low Risk'),
(159125, 67, 12, '49:46.1', 36.59029629182639, 95.93542774592947, 111, 78, 84, 'Female', 76.44888444066287, 1.609074041334286, 0.14787608187752865, 33, 29.52698445059345, 89, 'Low Risk'),
(159126, 64, 13, '48:46.1', 36.88678937495038, 96.88359017451887, 117, 80, 23, 'Female', 99.04191301288444, 1.5724450738843685, 0.065969644, 37, 40.056043647049265, 92.33333333333333, 'High Risk'),
(159127, 67, 17, '47:46.1', 36.42631140817678, 98.30494105119176, 136, 82, 89, 'Male', 71.13730473, 1.8036731166120834, 0.1256946256806747, 54, 21.866624237503466, 100, 'Low Risk'),
(159128, 79, 17, '46:46.1', 37.16726836755876, 98.00123204322547, 112, 78, 80, 'Male', 52.84564766, 1.6323478712112127, 0.060397157928377014, 34, 19.83278895258618, 89.33333333333333, 'Low Risk'),
(159129, 78, 12, '45:46.1', 36.23700886, 99.20387564637323, 131, 86, 85, 'Male', 61.04820516490322, 1.6148752126938026, 0.10475782571970063, 45, 23.40965229803116, 101, 'Low Risk'),
(159130, 97, 16, '44:46.1', 36.082253660007446, 96.70959063970697, 120, 75, 52, 'Male', 61.048516522596586, 1.7030596010496484, 0.064142886, 45, 21.048222260524877, 90, 'High Risk'),
(159131, 74, 14, '43:46.1', 36.02658768841451, 96.55467107537645, 128, 72, 75, 'Female', 59.309174086184655, 1.645792780707073, 0.069933885, 56, 21.89634213364824, 90.66666666666666, 'Low Risk'),
(159132, 87, 15, '42:46.1', 36.50586485239193, 95.30435711977844, 111, 71, 77, 'Female', 97.65311194269064, 1.9871893977021873, 0.10906720589868216, 40, 24.72905752596338, 84.33333333333333, 'Low Risk'),
(159133, 72, 14, '41:46.1', 37.44791938987961, 96.74851914, 136, 85, 35, 'Female', 54.31194004920758, 1.962277610777351, 0.084443512, 51, 14.105043146050642, 102, 'High Risk'),
(159134, 74, 15, '40:46.1', 37.037637281692184, 97.72905840521922, 135, 89, 26, 'Male', 94.97867838247367, 1.722347529863137, 0.10104809430126022, 46, 32.01728847958822, 104.33333333333333, 'High Risk'),
(159135, 83, 17, '39:46.1', 36.493032792868135, 95.68873327213517, 126, 75, 38, 'Female', 95.73195769842962, 1.9477366129214757, 0.066283541, 51, 25.234603433895998, 92, 'Low Risk'),
(159136, 61, 14, '38:46.1', 36.48876224487662, 99.59069263970319, 117, 83, 26, 'Female', 71.30043087, 1.5674725664920361, 0.1170505989007704, 34, 29.019655801653876, 94.33333333333333, 'Low Risk'),
(159137, 74, 17, '37:46.1', 37.25240356974039, 96.23428689, 128, 84, 68, 'Female', 64.08812741225881, 1.5018061887626266, 0.11961135946561721, 44, 28.415140174411324, 98.66666666666667, 'Low Risk'),
(159138, 76, 13, '36:46.1', 36.244667202611375, 98.09405652353742, 138, 86, 51, 'Male', 51.3037232, 1.6423627064341355, 0.079223961, 52, 19.02000970159058, 103.33333333333333, 'Low Risk'),
(159139, 77, 16, '35:46.1', 37.11487186340759, 96.46483416498354, 137, 76, 53, 'Female', 55.687698880815105, 1.8279127802746924, 0.071494354, 61, 16.66665070742906, 96.33333333333333, 'High Risk'),
(159140, 91, 18, '34:46.1', 37.05822074535392, 97.35914281597563, 130, 74, 19, 'Female', 78.39951607526734, 1.7511045845767872, 0.13999092176865707, 56, 25.567555765855825, 92.66666666666666, 'High Risk'),
(159141, 89, 18, '33:46.1', 36.86273374215542, 99.95594593014958, 119, 86, 37, 'Female', 71.30146763916225, 1.5069893478253167, 0.061515732, 33, 31.396273542979728, 97, 'High Risk'),
(159142, 67, 16, '32:46.1', 36.97506675996547, 98.43516551344393, 122, 80, 63, 'Female', 57.22870973034662, 1.8609758648494228, 0.13272688948984385, 42, 16.52465773, 94, 'High Risk'),
(159143, 76, 15, '31:46.1', 37.136102326502055, 98.30048134850747, 135, 86, 50, 'Male', 80.6084185, 1.7448211789519505, 0.10294808825908844, 49, 26.477596058366473, 102.33333333333333, 'Low Risk'),
(159144, 67, 19, '30:46.1', 36.455387910437366, 95.78965211129008, 135, 87, 44, 'Female', 61.85659724019729, 1.6427722027031686, 0.10732914643930122, 48, 22.920882480875278, 103, 'Low Risk'),
(159145, 82, 19, '29:46.1', 36.01787645336062, 97.61143551553901, 130, 87, 89, 'Male', 85.83108085082466, 1.5986893878880322, 0.12045694351727994, 43, 33.58276089052458, 101.33333333333333, 'High Risk'),
(159146, 60, 15, '28:46.1', 36.80249915405174, 95.63419333090792, 133, 74, 89, 'Male', 88.09685808137458, 1.9882126734269114, 0.090326569, 59, 22.28613434914315, 93.66666666666666, 'Low Risk'),
(159147, 95, 18, '27:46.1', 36.014651278374025, 98.98431608404408, 137, 73, 59, 'Male', 88.37941379273039, 1.7002789606084225, 0.13460165064203578, 64, 30.571078125756088, 94.33333333333333, 'High Risk'),
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(159324, 75, 13, '30:46.1', 37.32522588429191, 98.71845694657756, 114, 83, 87, 'Female', 53.86650752081317, 1.8921797205961655, 0.068827507, 31, 15.045064410291221, 93.33333333333333, 'High Risk'),
(159325, 96, 18, '29:46.1', 36.55770286705792, 95.34441268388163, 128, 75, 19, 'Male', 75.11117223985651, 1.70736151, 0.083656346, 53, 25.76638943858433, 92.66666666666666, 'High Risk'),
(159326, 62, 14, '28:46.1', 37.46795775304791, 99.03392308754748, 129, 88, 65, 'Female', 92.43760231277766, 1.6247164598021704, 0.052753789, 41, 35.01817522123057, 101.66666666666667, 'High Risk'),
(159327, 86, 12, '27:46.1', 36.12261076980145, 97.99611157348102, 123, 80, 88, 'Male', 89.98689027220291, 1.5807164969750174, 0.052230714, 43, 36.01399271213391, 94.33333333333333, 'High Risk'),
(159328, 94, 18, '26:46.1', 36.06844443934432, 97.68740262708616, 121, 89, 74, 'Female', 63.89387890067426, 1.7378325347012937, 0.087589068, 32, 21.156479774722687, 99.66666666666667, 'High Risk'),
(159329, 91, 19, '25:46.1', 37.112899749260016, 98.28734534759141, 135, 88, 50, 'Male', 51.09927538951968, 1.9162362710363514, 0.089502457, 47, 13.916070779862432, 103.66666666666667, 'High Risk'),
(159330, 84, 13, '24:46.1', 37.32568779342722, 97.91730780002905, 133, 88, 38, 'Female', 68.2133851, 1.8882893937590208, 0.13954202885088354, 45, 19.130771938757068, 103, 'Low Risk'),
(159331, 79, 18, '23:46.1', 37.351459181910045, 95.76332813431979, 118, 82, 34, 'Male', 58.03660729777642, 1.9604503111458251, 0.1323016395282683, 36, 15.100465586343246, 94, 'High Risk'),
(159332, 83, 17, '22:46.1', 37.14328385046181, 96.76649336660734, 137, 76, 23, 'Male', 58.073451696444096, 1.610698260465882, 0.072318488, 61, 22.384595997798694, 96.33333333333333, 'Low Risk'),
(159333, 67, 16, '21:46.1', 36.51728955181905, 96.27490401, 110, 75, 36, 'Male', 56.076937212440356, 1.6088561662053809, 0.098398953, 35, 21.664558687770587, 86.66666666666667, 'Low Risk'),
(159334, 60, 16, '20:46.1', 36.16130214365662, 98.63659650430432, 123, 87, 41, 'Female', 60.24095139329263, 1.6431151222156992, 0.12368667454952886, 36, 22.312890637481818, 99, 'Low Risk'),
(159335, 89, 13, '19:46.1', 36.899769306697294, 99.47623678293513, 122, 81, 74, 'Male', 58.761845922319736, 1.8945436594210596, 0.076258288, 41, 16.371414116550373, 94.66666666666667, 'High Risk'),
(159336, 89, 15, '18:46.1', 36.91299915353393, 97.09215495617136, 132, 74, 53, 'Female', 63.785591806397946, 1.5699634522579933, 0.12340816090285352, 58, 25.87876247161358, 93.33333333333333, 'Low Risk'),
(159337, 75, 17, '17:46.1', 37.47025896730893, 98.66297237529757, 136, 83, 20, 'Female', 56.817664806107494, 1.5676212398942662, 0.071216078, 53, 23.12070657099155, 100.66666666666666, 'Low Risk'),
(159338, 75, 18, '16:46.1', 37.24107931755061, 96.52300901406225, 111, 89, 58, 'Male', 52.349967402512306, 1.5000006649512407, 0.084821137, 22, 23.26663155065576, 96.33333333333333, 'Low Risk'),
(159339, 98, 18, '15:46.1', 36.79525740829026, 97.87760533429774, 126, 78, 75, 'Male', 75.25810401347694, 1.9111095988692308, 0.13382902432733423, 48, 20.605449135866756, 94, 'High Risk'),
(159340, 76, 13, '14:46.1', 37.27394278912662, 98.35277887399316, 135, 77, 30, 'Male', 51.772916402924125, 1.9874985955645035, 0.11705112564486074, 58, 13.106567511609105, 96.33333333333333, 'High Risk'),
(159341, 95, 13, '13:46.1', 37.03441044890026, 96.08436229326531, 128, 77, 78, 'Male', 88.77131458478527, 1.5660314085006994, 0.1026689271006336, 51, 36.19692809922735, 94, 'High Risk'),
(159342, 78, 18, '12:46.1', 36.32344330216601, 98.14683793949345, 121, 74, 55, 'Male', 90.20312716489512, 1.8592852541866831, 0.0765307, 47, 26.093332236879792, 89.66666666666667, 'Low Risk'),
(159343, 79, 14, '11:46.1', 36.41785488722518, 97.93987660378019, 139, 76, 34, 'Male', 51.83807980793995, 1.5282488904964269, 0.062592908, 63, 22.195285084830797, 97, 'Low Risk'),
(159344, 73, 15, '10:46.1', 36.031929831745394, 97.12974675, 121, 89, 61, 'Female', 93.17864177, 1.6666643623053086, 0.14785319835065913, 32, 33.54440379474267, 99.66666666666667, 'High Risk'),
(159345, 80, 19, '09:46.1', 37.333812481147675, 99.58204988918803, 121, 82, 42, 'Male', 70.48037309584622, 1.684113949934687, 0.13652871801838634, 39, 24.849934475281437, 95, 'Low Risk'),
(159346, 80, 16, '08:46.1', 37.14522120362982, 95.99366295289158, 115, 79, 62, 'Female', 52.75155266696036, 1.8247543901525372, 0.14503961854345854, 36, 15.842598377058891, 91, 'High Risk'),
(159347, 83, 17, '07:46.1', 36.75967114996253, 99.26273874301452, 137, 73, 73, 'Female', 80.22891117554586, 1.9025732220396065, 0.079517123, 64, 22.163999840532426, 94.33333333333333, 'Low Risk'),
(159348, 61, 15, '06:46.1', 37.43203117588153, 95.38891135029041, 111, 77, 20, 'Male', 79.85131345499039, 1.995045387136479, 0.13616167780061209, 34, 20.062105206185763, 88.33333333333333, 'Low Risk'),
(159349, 98, 14, '05:46.1', 36.63073958599063, 96.01714576166196, 124, 88, 55, 'Male', 88.10475459, 1.7955494746561826, 0.09251209, 36, 27.327795144606622, 100, 'High Risk'),
(159350, 63, 19, '04:46.1', 36.01349049725867, 98.58502484395693, 114, 79, 87, 'Male', 97.62233545684865, 1.6292215844583657, 0.060556001, 35, 36.778065589998555, 90.66666666666667, 'High Risk'),
(159351, 75, 18, '03:46.1', 36.89734859266546, 95.85613308309975, 123, 74, 88, 'Male', 94.63389856927475, 1.7410754598581946, 0.1073526459172662, 49, 31.21846486503873, 90.33333333333333, 'High Risk'),
(159352, 67, 16, '02:46.1', 36.240287995674365, 98.99128336461476, 124, 82, 79, 'Female', 71.06006505, 1.9748408472054362, 0.10217831579716896, 42, 18.220546449978915, 96, 'High Risk'),
(159353, 69, 19, '01:46.1', 37.45083067435193, 96.60821900068295, 130, 77, 80, 'Male', 77.44784129046563, 1.6553787853238782, 0.12055829574791457, 53, 28.262758452520412, 94.66666666666666, 'Low Risk'),
(159354, 82, 12, '00:46.1', 36.325661136395006, 97.59928482, 117, 79, 84, 'Male', 86.46793505622799, 1.929559884666433, 0.081034999, 38, 23.224082439361066, 91.66666666666667, 'Low Risk'),
(159355, 96, 15, '59:46.1', 36.70261487904021, 95.58192109770418, 135, 75, 54, 'Male', 80.94123136, 1.9828107338407939, 0.10203762233534241, 60, 20.587674084593967, 95, 'High Risk'),
(159356, 61, 18, '58:46.1', 37.25534385223515, 95.02230594226177, 122, 87, 57, 'Male', 83.03433670821232, 1.8398743603080525, 0.13754760578872252, 35, 24.529087146797945, 98.66666666666667, 'Low Risk'),
(159357, 79, 12, '57:46.1', 36.94107687303694, 95.87871792203043, 139, 79, 70, 'Male', 53.385294112736936, 1.6477844344921497, 0.12298464927654447, 60, 19.66169014327756, 99, 'Low Risk'),
(159358, 63, 17, '56:46.1', 36.777087703347455, 97.28207270288175, 120, 87, 58, 'Female', 83.92615009637782, 1.960992683575447, 0.13521421136666767, 33, 21.82455286322116, 98, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(159359, 60, 15, '55:46.1', 36.093022647259545, 98.73483876301886, 130, 78, 25, 'Female', 86.09839027724428, 1.9307109837211864, 0.097765386, 52, 23.09726181690962, 95.33333333333333, 'Low Risk'),
(159360, 90, 17, '54:46.1', 36.96644572694333, 99.31136478050914, 133, 72, 46, 'Female', 64.29013173718383, 1.7655965621630738, 0.13524566531916588, 61, 20.623452303711804, 92.33333333333333, 'Low Risk'),
(159361, 98, 17, '53:46.1', 36.45599006257016, 99.99373804123637, 116, 88, 53, 'Female', 96.48199192396527, 1.8183856778077852, 0.10534650392089376, 28, 29.179258870092653, 97.33333333333333, 'High Risk'),
(159362, 61, 18, '52:46.1', 36.53756384978101, 95.00447263885582, 130, 85, 21, 'Female', 68.28322994386437, 1.615138690810042, 0.1336069481543687, 45, 26.175465530245166, 100, 'Low Risk'),
(159363, 78, 16, '51:46.1', 36.89258104300072, 95.10030014, 123, 89, 53, 'Male', 84.28279605883509, 1.779725132467411, 0.085854409, 34, 26.609276600722826, 100.33333333333333, 'Low Risk'),
(159364, 63, 14, '50:46.1', 36.788507796285145, 98.43949526873077, 131, 86, 85, 'Male', 52.40608641429546, 1.6160888544586043, 0.057892467, 45, 20.06555878278509, 101, 'Low Risk'),
(159365, 64, 18, '49:46.1', 36.211672766778335, 98.80441213366349, 136, 88, 84, 'Male', 76.49227499666216, 1.9313761222874302, 0.064370786, 48, 20.506137347785877, 104, 'Low Risk'),
(159366, 97, 19, '48:46.1', 37.45583627946053, 99.95368966864868, 122, 77, 67, 'Male', 83.08245703583832, 1.7791710260473328, 0.10643529232721252, 45, 26.24665343355061, 92, 'High Risk'),
(159367, 66, 15, '47:46.1', 37.045338424002736, 99.02144154370632, 118, 76, 42, 'Female', 70.56498539645844, 1.5688605449006445, 0.080868434, 42, 28.669530029460788, 90, 'Low Risk'),
(159368, 62, 13, '46:46.1', 36.92376462367633, 99.98087335, 115, 76, 79, 'Female', 63.058817547974854, 1.7466234109466658, 0.12432907433117601, 39, 20.67032327636667, 89, 'Low Risk'),
(159369, 72, 15, '45:46.1', 36.63232248528412, 96.91317676511805, 132, 81, 45, 'Male', 84.71530442449067, 1.6395129329703542, 0.1398159154665417, 51, 31.51607911993497, 98, 'High Risk'),
(159370, 63, 13, '44:46.1', 36.27188901917958, 99.48916287469335, 115, 77, 19, 'Male', 75.69820740925957, 1.679893638558837, 0.066064521, 38, 26.823906350758172, 89.66666666666667, 'Low Risk'),
(159371, 82, 15, '43:46.1', 36.701813164990774, 99.88409818, 123, 89, 34, 'Female', 78.55504650365322, 1.6357100789111485, 0.06653795, 34, 29.360363668356644, 100.33333333333333, 'Low Risk'),
(159372, 69, 17, '42:46.1', 36.72469631849711, 95.61549018595868, 118, 81, 81, 'Male', 92.08751044131498, 1.811787555339681, 0.064363839, 37, 28.05344414303665, 93.33333333333333, 'Low Risk'),
(159373, 95, 15, '41:46.1', 36.88690692612601, 95.96756122005439, 130, 85, 56, 'Male', 67.86327982490683, 1.7451844603237299, 0.07435899, 45, 22.28189743170066, 100, 'High Risk'),
(159374, 93, 16, '40:46.1', 37.12566154271302, 96.67217765862365, 131, 76, 28, 'Male', 55.58169474843186, 1.9009680431299774, 0.1290711129870083, 55, 15.380914309924046, 94.33333333333333, 'High Risk'),
(159375, 86, 15, '39:46.1', 37.33473250115234, 99.23327035433111, 120, 88, 85, 'Male', 52.875609972540886, 1.7038726265248136, 0.099823992, 32, 18.212985370682595, 98.66666666666667, 'High Risk'),
(159376, 73, 12, '38:46.1', 37.275426268411124, 95.93183991746096, 118, 80, 23, 'Male', 85.47877319598032, 1.7334622929112375, 0.12965164330883927, 38, 28.446542113139554, 92.66666666666667, 'Low Risk'),
(159377, 77, 16, '37:46.1', 36.89202721773001, 97.52846888922235, 121, 85, 87, 'Male', 88.50634753912016, 1.5618817351308816, 0.11351884008119137, 36, 36.28090621997668, 97, 'High Risk'),
(159378, 99, 19, '36:46.1', 37.33750496186041, 99.56859717788622, 136, 80, 32, 'Male', 80.57557760513987, 1.7590357809321318, 0.070147889, 56, 26.040785495768016, 98.66666666666666, 'High Risk'),
(159379, 96, 19, '35:46.1', 36.81541993578743, 98.51105691817696, 130, 88, 28, 'Male', 89.92091309029308, 1.657811579416276, 0.056829851023882105, 42, 32.71827291755188, 102, 'High Risk'),
(159380, 73, 16, '34:46.1', 36.75191295327581, 97.12876792512462, 110, 82, 37, 'Male', 54.76968614588725, 1.5597934513234382, 0.091515181, 28, 22.511584635146598, 91.33333333333333, 'Low Risk'),
(159381, 61, 15, '33:46.1', 36.46483688815687, 98.91672101805887, 133, 80, 69, 'Male', 91.34822163051328, 1.950761737786843, 0.1226753753569549, 53, 24.004443351745117, 97.66666666666666, 'Low Risk'),
(159382, 81, 15, '32:46.1', 37.371141607884034, 98.55311325958887, 127, 79, 24, 'Female', 67.84470622470533, 1.5117215438600626, 0.1072381288179472, 48, 29.687413500607967, 95, 'Low Risk'),
(159383, 79, 15, '31:46.1', 36.01120578915473, 98.50079995185177, 130, 77, 40, 'Female', 67.59310040154908, 1.788886688402065, 0.082558954, 53, 21.122080946302436, 94.66666666666666, 'Low Risk'),
(159384, 83, 15, '30:46.1', 36.52976677008644, 95.12301140149437, 123, 88, 54, 'Male', 84.47063832166481, 1.6623181686830852, 0.1345512955122102, 35, 30.568735403411882, 99.66666666666667, 'High Risk'),
(159385, 71, 12, '29:46.1', 37.33585191, 95.20231427593417, 124, 86, 85, 'Female', 79.55249529117582, 1.9478403998507627, 0.10519218406154367, 38, 20.967520103498533, 98.66666666666667, 'Low Risk'),
(159386, 67, 14, '28:46.1', 36.92537755201571, 98.66918440079088, 136, 86, 88, 'Female', 59.44095966870144, 1.6674597493808019, 0.051759152, 50, 21.378394837479366, 102.66666666666666, 'Low Risk'),
(159387, 81, 16, '27:46.1', 36.602201030096495, 99.43192153275594, 139, 84, 20, 'Male', 65.91574032498659, 1.7126158019389826, 0.11918008173943273, 55, 22.473423735705364, 102.33333333333333, 'Low Risk'),
(159388, 86, 19, '26:46.1', 36.38533527429578, 98.25016659196771, 126, 72, 35, 'Female', 50.68148210178571, 1.5354004339055387, 0.14827247802313287, 54, 21.498392551954343, 90, 'Low Risk'),
(159389, 71, 18, '25:46.1', 36.584747093646854, 99.81574847834388, 130, 80, 34, 'Male', 57.508730668232566, 1.887979823999326, 0.082839843, 50, 16.133889724815827, 96.66666666666666, 'High Risk'),
(159390, 78, 18, '24:46.1', 36.076948224723544, 97.53617714477521, 114, 75, 45, 'Male', 83.13332245922086, 1.891048140558922, 0.08496357, 39, 23.247163384420283, 88, 'Low Risk'),
(159391, 69, 14, '23:46.1', 36.935332189407774, 95.08663767921054, 113, 86, 44, 'Male', 81.83527231948995, 1.7914725101665534, 0.109560742, 27, 25.498828922649757, 95, 'Low Risk'),
(159392, 72, 13, '22:46.1', 36.48454693882661, 96.87007526, 111, 73, 64, 'Female', 92.55174371939006, 1.5268420465759882, 0.079402769, 38, 39.700537181366734, 85.66666666666667, 'High Risk'),
(159393, 64, 15, '21:46.1', 36.88599642577498, 99.32755549618966, 114, 82, 68, 'Male', 56.22648624928618, 1.6252764613576698, 0.11119923205932822, 32, 21.285627265823596, 92.66666666666667, 'Low Risk'),
(159394, 88, 16, '20:46.1', 36.73071045687622, 98.05423811035266, 126, 75, 61, 'Female', 72.16249490250756, 1.8875640144327703, 0.063292616, 51, 20.253876690852632, 92, 'Low Risk'),
(159395, 93, 15, '19:46.1', 36.19781178507221, 97.46642513114249, 122, 83, 50, 'Female', 53.67605978865324, 1.8308066957869396, 0.078781516, 39, 16.013845854535415, 96, 'High Risk'),
(159396, 92, 12, '18:46.1', 36.377243125234266, 95.17513476763693, 123, 79, 20, 'Female', 68.97377616947628, 1.5253273900238336, 0.12646921379441003, 44, 29.645437613263667, 93.66666666666667, 'High Risk'),
(159397, 80, 14, '17:46.1', 36.278721708834475, 96.41128771457153, 111, 83, 62, 'Male', 66.95122786144117, 1.6362045830924103, 0.1164452876254714, 28, 25.00825198092527, 92.33333333333333, 'Low Risk'),
(159398, 69, 12, '16:46.1', 36.150810216479485, 95.76606088072029, 124, 79, 86, 'Female', 54.730622666699674, 1.5772785132021017, 0.11439112247008928, 45, 21.99954075470258, 94, 'Low Risk'),
(159399, 99, 13, '15:46.1', 36.68943878883796, 98.18626548119528, 122, 82, 46, 'Female', 65.12427668149498, 1.983945515549426, 0.12953118714128342, 40, 16.54563466001187, 95.33333333333333, 'High Risk'),
(159400, 93, 18, '14:46.1', 37.09573357196255, 95.56480978861526, 111, 83, 73, 'Female', 75.05254036022788, 1.9895504476403392, 0.088914813, 28, 18.960748831806473, 92.33333333333333, 'High Risk'),
(159401, 60, 12, '13:46.1', 36.60478027035703, 98.77895576051638, 126, 78, 50, 'Male', 91.77420092, 1.7170750816483173, 0.094337672, 48, 31.127342211328735, 94, 'High Risk'),
(159402, 70, 15, '12:46.1', 36.61169295659989, 98.38558935539301, 112, 85, 64, 'Female', 57.248044722393146, 1.7986356873857576, 0.072422547, 27, 17.695964803962966, 94, 'High Risk'),
(159403, 99, 17, '11:46.1', 37.45319454979358, 95.90429515, 128, 75, 43, 'Male', 80.72606927030813, 1.834211139355001, 0.068924925, 53, 23.99469052779228, 92.66666666666666, 'High Risk'),
(159404, 75, 17, '10:46.1', 36.76594622061502, 99.98952513, 132, 83, 70, 'Male', 68.50598218502522, 1.8444830775107877, 0.071411794, 49, 20.13627562143412, 99.33333333333333, 'Low Risk'),
(159405, 95, 17, '09:46.1', 36.06813802898268, 98.25393867409318, 131, 81, 55, 'Male', 58.38219116976253, 1.6087500903689225, 0.12444133062004686, 50, 22.55813659326906, 97.66666666666666, 'High Risk'),
(159406, 96, 17, '08:46.1', 36.45159183209034, 99.90003837421345, 127, 80, 23, 'Male', 87.05314849275769, 1.5814645436199941, 0.1089125987486364, 47, 34.80691751683932, 95.66666666666667, 'High Risk'),
(159407, 67, 17, '07:46.1', 37.16953961763238, 99.59948080568903, 122, 88, 86, 'Female', 85.59191647690395, 1.9116066530798033, 0.068227374, 34, 23.422631400312074, 99.33333333333333, 'Low Risk'),
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(159584, 87, 12, '10:46.1', 36.688667282225225, 99.64084270389075, 114, 70, 68, 'Male', 59.16566018642281, 1.5854676585776617, 0.13020506036268925, 44, 23.53720771562151, 84.66666666666667, 'Low Risk'),
(159585, 75, 14, '09:46.1', 36.08684448739343, 97.62675328199585, 113, 86, 23, 'Female', 84.64015430015087, 1.9794663282190132, 0.080283456, 27, 21.601315957172613, 95, 'Low Risk'),
(159586, 90, 18, '08:46.1', 37.20361058118647, 99.25955080655382, 132, 87, 89, 'Male', 80.66214740427719, 1.9289509604179946, 0.14563947436391905, 45, 21.678409023817494, 102, 'Low Risk'),
(159587, 65, 15, '07:46.1', 36.72161070244616, 99.13709088013772, 113, 77, 23, 'Male', 70.95372407826046, 1.5952892063326254, 0.099384137, 36, 27.880229295452278, 89, 'Low Risk'),
(159588, 93, 18, '06:46.1', 36.398958490537545, 98.01489658402146, 139, 79, 80, 'Male', 62.06073325120862, 1.9348696284340121, 0.14233941041114065, 60, 16.577288181296847, 99, 'High Risk'),
(159589, 62, 14, '05:46.1', 36.34311817996306, 97.37198431386781, 132, 85, 78, 'Male', 55.96638179739031, 1.666325690684453, 0.058002565, 47, 20.156143916583318, 100.66666666666667, 'Low Risk'),
(159590, 66, 14, '04:46.1', 36.72821392552298, 96.38077704549877, 129, 80, 46, 'Male', 73.30244022473079, 1.5697307418193553, 0.072108433, 49, 29.748707748117273, 96.33333333333333, 'Low Risk'),
(159591, 67, 12, '03:46.1', 36.40473468284314, 95.60807289374357, 129, 71, 41, 'Male', 69.58206778175958, 1.7132902450576324, 0.1429605537894364, 58, 23.704753649639336, 90.33333333333333, 'Low Risk'),
(159592, 77, 19, '02:46.1', 36.21265075487201, 98.81193824650467, 131, 83, 31, 'Male', 74.64825073, 1.9012864633192883, 0.1433239843945306, 48, 20.65021239307434, 99, 'Low Risk'),
(159593, 64, 15, '01:46.1', 37.28097105579641, 96.08911261073914, 122, 74, 69, 'Female', 96.23629521464728, 1.5108605447942125, 0.1071424854201761, 48, 42.15898395594235, 90, 'High Risk'),
(159594, 86, 18, '00:46.1', 36.113476779088295, 96.67791600051925, 120, 80, 76, 'Male', 96.69409128940882, 1.564000473571352, 0.055450187, 40, 39.52994188799791, 93.33333333333333, 'High Risk'),
(159595, 85, 17, '59:46.1', 36.907252056495146, 97.80907548062967, 139, 72, 21, 'Male', 62.11629917603746, 1.9332817912467564, 0.081215707, 67, 16.619396605545724, 94.33333333333333, 'High Risk'),
(159596, 89, 18, '58:46.1', 36.95405500605054, 98.28118824062662, 119, 77, 86, 'Female', 62.20978523397316, 1.8757020548040146, 0.1281743509736828, 42, 17.681984017641177, 91, 'High Risk'),
(159597, 69, 14, '57:46.1', 36.46053227, 99.49614454234337, 139, 72, 66, 'Male', 96.46129758888415, 1.5432080046449015, 0.147989665, 67, 40.50458296601981, 94.33333333333333, 'High Risk'),
(159598, 68, 15, '56:46.1', 36.875478856616496, 99.72963602052306, 127, 78, 43, 'Male', 71.88912160393316, 1.5583313685693825, 0.065989788, 49, 29.60353345801448, 94.33333333333333, 'Low Risk'),
(159599, 87, 17, '55:46.1', 37.48041150784474, 98.08910269007531, 131, 74, 82, 'Female', 89.61548887, 1.6873805368199117, 0.12075676750879741, 57, 31.474367215364246, 93, 'High Risk'),
(159600, 60, 16, '54:46.1', 36.43804928, 99.15265547926947, 133, 75, 43, 'Male', 92.22172797400859, 1.9186190660741518, 0.1474150548458111, 58, 25.052769553347485, 94.33333333333333, 'Low Risk'),
(159601, 73, 16, '53:46.1', 36.048026048169746, 96.68274716268088, 118, 83, 62, 'Male', 56.235575099182306, 1.8572605962909086, 0.11558751077609529, 35, 16.302922019022468, 94.66666666666667, 'High Risk'),
(159602, 99, 19, '52:46.1', 36.39035833749654, 98.80662296947406, 136, 78, 35, 'Female', 73.06118731990695, 1.5993893452806394, 0.1255970600783843, 58, 28.56132352023784, 97.33333333333333, 'High Risk'),
(159603, 62, 18, '51:46.1', 36.17103817639929, 99.40071974391034, 137, 76, 26, 'Female', 69.57411696, 1.727450965569659, 0.12290381611341773, 61, 23.31504434206546, 96.33333333333333, 'Low Risk'),
(159604, 67, 14, '50:46.1', 37.30937790892558, 97.79448358551114, 136, 71, 73, 'Female', 54.747523171488346, 1.8638423616421032, 0.10801193260777045, 65, 15.75963372391059, 92.66666666666666, 'High Risk'),
(159605, 76, 16, '49:46.1', 37.33014432812967, 96.90976795703702, 129, 85, 36, 'Female', 56.869126943196264, 1.5130930816267893, 0.14078098203530096, 44, 24.839638432617086, 99.66666666666667, 'Low Risk'),
(159606, 83, 18, '48:46.1', 36.07006189022209, 96.58024214295112, 136, 74, 54, 'Female', 81.82939312336664, 1.9452821687774327, 0.11291955768772093, 62, 21.624402605613735, 94.66666666666666, 'Low Risk'),
(159607, 61, 14, '47:46.1', 36.11452667, 96.84533831492841, 110, 79, 22, 'Male', 72.47931457, 1.9600971718061762, 0.11165361134577359, 31, 18.86508965615208, 89.33333333333333, 'Low Risk'),
(159608, 90, 17, '46:46.1', 36.03230394718335, 95.49912609431591, 124, 71, 61, 'Male', 84.16492971995405, 1.7704159636518204, 0.137139833, 53, 26.852240686024857, 88.66666666666666, 'Low Risk'),
(159609, 83, 12, '45:46.1', 37.21035553610536, 96.46502860171925, 136, 89, 30, 'Female', 57.54353879463803, 1.8121236203337079, 0.082292897, 47, 17.523502866587847, 104.66666666666667, 'High Risk'),
(159610, 71, 17, '44:46.1', 36.70429392, 95.61618255599319, 113, 71, 37, 'Female', 52.59288071480584, 1.6154795721108757, 0.071271797, 42, 20.152272081377806, 85, 'Low Risk'),
(159611, 95, 12, '43:46.1', 37.092674839607334, 95.01467135, 124, 70, 63, 'Female', 69.81020812096307, 1.6491011635125583, 0.10245077064795588, 54, 25.669909440270242, 88, 'High Risk'),
(159612, 74, 16, '42:46.1', 36.62050306294681, 97.87678805964295, 123, 81, 31, 'Male', 92.25988825087822, 1.6812238238578865, 0.067409266, 42, 32.640879568564756, 95, 'High Risk'),
(159613, 98, 19, '41:46.1', 36.66503086860177, 98.77741432881969, 139, 70, 50, 'Male', 99.86798079593635, 1.7595439595758364, 0.12581070107657955, 69, 32.25715240113466, 93, 'High Risk'),
(159614, 62, 16, '40:46.1', 36.255459420995265, 98.23334844616477, 137, 86, 75, 'Male', 53.985993839430826, 1.6381097119574703, 0.071683351, 51, 20.118478372605924, 103, 'Low Risk'),
(159615, 75, 14, '39:46.1', 36.03899909142197, 97.25750095, 111, 84, 70, 'Female', 60.91489038834986, 1.5812892180339184, 0.12836817000221173, 27, 24.36132174450678, 93, 'Low Risk'),
(159616, 81, 13, '38:46.1', 37.31434866322172, 96.41636044532373, 126, 85, 74, 'Male', 66.85485569039747, 1.8782799590511106, 0.10641541574190774, 41, 18.950134918488228, 98.66666666666667, 'Low Risk'),
(159617, 94, 12, '37:46.1', 36.54973976550572, 99.04208957399061, 114, 76, 32, 'Male', 66.51830522939782, 1.7744707606364618, 0.071284722, 38, 21.125328966441554, 88.66666666666667, 'High Risk'),
(159618, 98, 15, '36:46.1', 37.43009357028655, 96.27447198712882, 134, 87, 52, 'Female', 65.41232670548519, 1.681192143037899, 0.083658087, 47, 23.143279152887594, 102.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(159620, 73, 18, '34:46.1', 36.32192509155299, 95.31325747865172, 113, 71, 60, 'Male', 94.58144941859237, 1.6647344711257714, 0.13979781703379607, 42, 34.12840722906442, 85, 'High Risk'),
(159621, 76, 19, '33:46.1', 37.36531994094528, 97.8761216, 120, 71, 80, 'Female', 73.72101848628579, 1.6470860660216906, 0.1374578988420449, 49, 27.174323437033152, 87.33333333333333, 'Low Risk'),
(159622, 69, 15, '32:46.1', 37.101214162531434, 95.79754897345171, 133, 86, 54, 'Male', 59.394408079886105, 1.7744946692743502, 0.073534377, 47, 18.86236569415869, 101.66666666666667, 'Low Risk'),
(159623, 62, 12, '31:46.1', 36.20787155503819, 95.31409549138134, 120, 88, 18, 'Male', 92.31290403753029, 1.9971858652534662, 0.070418342, 32, 23.14330857818671, 98.66666666666667, 'Low Risk'),
(159624, 80, 16, '30:46.1', 36.051958642162965, 96.63601807294287, 118, 74, 33, 'Female', 60.699897504895304, 1.7443307307171796, 0.083439155, 44, 19.94942091607759, 88.66666666666667, 'Low Risk'),
(159625, 99, 19, '29:46.1', 37.23574191363548, 97.31796390776923, 129, 87, 76, 'Male', 86.80844468209496, 1.9319648747170524, 0.076805487, 42, 23.25752641039784, 101, 'High Risk'),
(159626, 60, 19, '28:46.1', 36.831707997604255, 99.41170580067725, 121, 82, 18, 'Male', 84.41906464214841, 1.793712826443178, 0.057672387, 39, 26.23824050036327, 95, 'Low Risk'),
(159627, 91, 17, '27:46.1', 36.489187297420095, 99.59262677090064, 137, 83, 61, 'Male', 76.21383369759774, 1.5815741775778775, 0.14465707731184096, 54, 30.468752762497502, 101, 'High Risk'),
(159628, 74, 15, '26:46.1', 37.199580266410855, 99.64348562281154, 120, 89, 31, 'Female', 99.44211047290995, 1.9026342062524417, 0.052780427, 31, 27.470067845965396, 99.33333333333333, 'Low Risk'),
(159629, 76, 16, '25:46.1', 36.34204069031282, 98.69341517567727, 128, 78, 50, 'Male', 82.38942692, 1.9927501072922862, 0.073802881, 50, 20.747501261522764, 94.66666666666666, 'Low Risk'),
(159630, 91, 12, '24:46.1', 36.19092633851404, 97.79311809327508, 127, 76, 60, 'Male', 84.82564575196142, 1.731770056162451, 0.1275213907627934, 51, 28.284383846556327, 93, 'High Risk'),
(159631, 82, 15, '23:46.1', 37.19357730425064, 98.30171579261938, 123, 84, 56, 'Male', 96.57195323021915, 1.9746201599912205, 0.07248671, 39, 24.767597543583193, 97, 'Low Risk'),
(159632, 70, 18, '22:46.1', 36.86813120589593, 97.57141614, 137, 82, 25, 'Female', 63.04815119309106, 1.6591899165235766, 0.13255087392198905, 55, 22.902355757751597, 100.33333333333333, 'Low Risk'),
(159633, 89, 17, '21:46.1', 36.764388275168606, 98.75684093, 114, 85, 34, 'Male', 87.16152898141073, 1.9987169597821965, 0.080424225, 29, 21.81836710853329, 94.66666666666667, 'Low Risk'),
(159634, 89, 15, '20:46.1', 37.097063207931306, 96.51607599, 126, 86, 33, 'Male', 77.74058349973184, 1.6376972915203813, 0.058811184515469406, 40, 28.985482520423552, 99.33333333333333, 'Low Risk'),
(159635, 61, 12, '19:46.1', 37.28863571082366, 95.06022409358347, 127, 71, 19, 'Male', 55.197785370727836, 1.5512064906419685, 0.079504209, 56, 22.939419677261878, 89.66666666666666, 'Low Risk'),
(159636, 60, 17, '18:46.1', 36.96298671, 96.65318269655164, 139, 86, 64, 'Female', 79.46672088270418, 1.7182141586191273, 0.076682076, 53, 26.917251093151076, 103.66666666666666, 'Low Risk'),
(159637, 86, 13, '17:46.1', 36.85186433368284, 95.14876329848458, 122, 89, 31, 'Male', 90.45189419559952, 1.8148756442763847, 0.067103145, 33, 27.46147885835299, 100, 'Low Risk'),
(159638, 62, 12, '16:46.1', 37.26719125994654, 97.12431331501583, 111, 71, 43, 'Male', 59.69871604389091, 1.822832277, 0.094952017, 40, 17.966834638751184, 84.33333333333333, 'High Risk'),
(159639, 74, 12, '15:46.1', 36.620563265626345, 98.78848426932863, 138, 84, 56, 'Male', 58.32004143541385, 1.6856157105249885, 0.086494068, 54, 20.525827893534366, 102, 'Low Risk'),
(159640, 98, 17, '14:46.1', 36.758193287905975, 97.79627078130065, 138, 79, 72, 'Male', 78.46291149455047, 1.9345529622971285, 0.10851083520320137, 59, 20.965400904380072, 98.66666666666666, 'High Risk'),
(159641, 68, 18, '13:46.1', 36.80775371909552, 96.97488739055045, 112, 76, 82, 'Male', 65.54809330371647, 1.836359237711249, 0.11631993890230916, 36, 19.437695534152773, 88, 'Low Risk'),
(159642, 65, 16, '12:46.1', 36.89974038807547, 99.86491814970955, 127, 76, 54, 'Female', 78.44320222299346, 1.5098753570661534, 0.12972401603988643, 51, 34.40908469505993, 93, 'High Risk'),
(159643, 90, 13, '11:46.1', 37.06602147986034, 98.22513600795112, 117, 74, 23, 'Female', 52.948389405207756, 1.8393127947821415, 0.14442280967443125, 43, 15.650981219974321, 88.33333333333333, 'High Risk'),
(159644, 87, 14, '10:46.1', 36.0856462, 98.94967174760575, 126, 85, 51, 'Male', 90.21970063, 1.5191695553961695, 0.088802756, 41, 39.09208954, 98.66666666666667, 'High Risk'),
(159645, 99, 19, '09:46.1', 36.38604856766079, 99.92056856954443, 139, 79, 87, 'Female', 61.32785820414995, 1.6001502895055602, 0.11625340365079917, 60, 23.951694789210755, 99, 'High Risk'),
(159646, 70, 13, '08:46.1', 37.12403991937947, 99.22709371091727, 133, 73, 67, 'Female', 96.52450879683448, 1.829801675883683, 0.13368886413538095, 60, 28.828998674350203, 93, 'Low Risk'),
(159647, 96, 19, '07:46.1', 37.182443177276575, 95.42755524, 125, 88, 59, 'Male', 83.42514506921648, 1.8404899904041667, 0.12114906498436441, 37, 24.628051371603803, 100.33333333333333, 'High Risk'),
(159648, 77, 12, '06:46.1', 36.49073526001926, 96.29557419687634, 125, 89, 75, 'Male', 50.73198363268624, 1.9278715751663267, 0.10700697827488297, 36, 13.649779742556172, 101, 'High Risk'),
(159649, 73, 19, '05:46.1', 37.00632673417623, 98.33631739606074, 136, 80, 86, 'Male', 62.14363386, 1.9144872014335137, 0.10747878585152926, 56, 16.954762490255227, 98.66666666666666, 'High Risk'),
(159650, 87, 15, '04:46.1', 37.28008128933475, 97.82022266806067, 111, 75, 56, 'Female', 75.01279948086203, 1.9381550971091097, 0.14039805422068857, 36, 19.96909202116334, 87, 'Low Risk'),
(159651, 74, 15, '03:46.1', 36.21298973030117, 99.90483171, 131, 82, 73, 'Female', 76.68551409311654, 1.669542148074504, 0.086267358, 49, 27.511771675847513, 98.33333333333333, 'Low Risk'),
(159652, 60, 15, '02:46.1', 37.15170960662914, 98.72129796227185, 134, 73, 77, 'Female', 51.202213602925674, 1.7924282892330683, 0.073882128, 61, 15.936948082057288, 93.33333333333333, 'High Risk'),
(159653, 72, 18, '01:46.1', 37.33989499091166, 98.67881847173162, 137, 73, 89, 'Male', 80.56114101, 1.9267363759670457, 0.10663798780239986, 64, 21.701063368044426, 94.33333333333333, 'Low Risk'),
(159654, 85, 13, '00:46.1', 36.45838093437016, 96.54943799494995, 111, 82, 54, 'Male', 50.87941665988954, 1.8504880684443306, 0.060220334, 29, 14.858314444160342, 91.66666666666667, 'High Risk'),
(159655, 68, 15, '59:46.1', 36.644255821455985, 97.33842474953676, 113, 70, 49, 'Male', 52.683268523739194, 1.8669674879109424, 0.082058685, 43, 15.114688497186702, 84.33333333333333, 'High Risk'),
(159656, 93, 15, '58:46.1', 36.242338652570076, 95.10308557994595, 128, 76, 53, 'Female', 93.63199625951657, 1.5507375910425012, 0.10564799306897052, 52, 38.93567009876695, 93.33333333333333, 'High Risk'),
(159657, 66, 16, '57:46.1', 37.49103986, 99.42301809059944, 111, 86, 56, 'Female', 70.91258414944895, 1.6124956640706072, 0.12989241617743985, 25, 27.272578527369316, 94.33333333333333, 'Low Risk'),
(159658, 95, 13, '56:46.1', 36.70032515417261, 96.04624191030247, 132, 88, 40, 'Male', 69.29350337, 1.6171195491880646, 0.14208459137250168, 44, 26.497705229477845, 102.66666666666667, 'High Risk'),
(159659, 70, 18, '55:46.1', 36.53807473325027, 99.18147174, 137, 80, 68, 'Male', 90.12725021415812, 1.7552210653899771, 0.10191884433946799, 57, 29.25448626959027, 99, 'Low Risk'),
(159660, 80, 18, '54:46.1', 36.64495805, 99.64428332, 128, 79, 24, 'Female', 69.35416837, 1.8409634507050694, 0.14413734299615766, 49, 20.46360931048917, 95.33333333333333, 'Low Risk'),
(159661, 87, 16, '53:46.1', 37.13291883502747, 95.95462394802459, 139, 71, 22, 'Female', 84.63887249497375, 1.6691473984783767, 0.06890374, 68, 30.37949075096458, 93.66666666666666, 'High Risk'),
(159662, 70, 13, '52:46.1', 36.04016585507444, 99.82112411, 134, 79, 88, 'Female', 93.23538230630369, 1.5952944241709865, 0.1456072117050829, 55, 36.635241725771564, 97.33333333333333, 'High Risk'),
(159663, 74, 19, '51:46.1', 36.60094561103548, 99.89137986777361, 135, 79, 79, 'Male', 56.93108339986876, 1.714607467, 0.067778169, 56, 19.365112627014344, 97.66666666666666, 'Low Risk'),
(159664, 71, 18, '50:46.1', 37.30970896, 96.84509977284438, 125, 70, 36, 'Female', 74.97708409420515, 1.7672962390801763, 0.097966503, 55, 24.005449357423238, 88.33333333333333, 'Low Risk'),
(159665, 76, 17, '49:46.1', 36.49798365736608, 98.81717616, 130, 89, 62, 'Female', 79.32585348858183, 1.670781045708011, 0.1097947140099859, 41, 28.41683293404655, 102.66666666666667, 'Low Risk'),
(159666, 95, 19, '48:46.1', 36.89291255371498, 96.79816989304051, 136, 75, 78, 'Male', 85.08927809237531, 1.709137134102589, 0.077831699, 61, 29.12869437500442, 95.33333333333333, 'High Risk'),
(159667, 93, 18, '47:46.1', 37.35751204461738, 99.81142618, 121, 85, 70, 'Female', 98.83962320141866, 1.8714901190965876, 0.054241527, 36, 28.219934674311965, 97, 'High Risk'),
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(159843, 65, 18, '51:46.1', 36.70190082373016, 99.24896672177928, 116, 79, 52, 'Female', 86.02809201226826, 1.570798817752398, 0.053415674282408024, 37, 34.86576185686411, 91.33333333333333, 'High Risk'),
(159844, 88, 15, '50:46.1', 36.93188343735004, 96.73239962598109, 118, 84, 83, 'Female', 97.95247226335215, 1.8263872370860463, 0.099845538, 34, 29.36497764642483, 95.33333333333333, 'Low Risk'),
(159845, 85, 15, '49:46.1', 36.56476140932538, 99.80064342197521, 116, 86, 62, 'Male', 66.41245628103606, 1.6677261034811148, 0.1406630861152992, 30, 23.878117784381885, 96, 'Low Risk'),
(159846, 64, 16, '48:46.1', 36.11442192703863, 98.68452125446372, 135, 78, 81, 'Female', 64.62032279787414, 1.9314734547729895, 0.14494024186789992, 57, 17.32174478619536, 97, 'High Risk'),
(159847, 96, 19, '47:46.1', 36.726414505885025, 98.44813174002155, 114, 73, 37, 'Female', 63.89990266880624, 1.7496832411516805, 0.11278377138524284, 41, 20.872829832454734, 86.66666666666667, 'High Risk'),
(159848, 90, 15, '46:46.1', 36.15930603562863, 99.76742091527778, 117, 76, 81, 'Female', 57.84081866105992, 1.9057885029150055, 0.1298637188381877, 41, 15.925204792346749, 89.66666666666667, 'High Risk'),
(159849, 68, 12, '45:46.1', 36.00021319901273, 99.37875264983091, 137, 70, 56, 'Male', 83.10127633109593, 1.6605137208290934, 0.093382393, 67, 30.138577961458296, 92.33333333333333, 'High Risk'),
(159850, 94, 17, '44:46.1', 36.580094831945495, 99.07257914, 123, 84, 37, 'Male', 55.05016971796904, 1.8791979695483165, 0.087976737, 39, 15.588832591602548, 97, 'High Risk'),
(159851, 65, 17, '43:46.1', 36.565751941921384, 97.66756137, 139, 88, 22, 'Female', 78.68157983488075, 1.8185127218535875, 0.13154407730714202, 51, 23.792516777695305, 105, 'Low Risk'),
(159852, 77, 15, '42:46.1', 36.87578420652275, 95.92752079, 115, 89, 32, 'Female', 53.655425823151326, 1.7521191386662323, 0.12854487738605597, 26, 17.477784445371388, 97.66666666666667, 'High Risk'),
(159853, 96, 18, '41:46.1', 36.97740148599456, 96.56721262074704, 139, 73, 52, 'Female', 93.20501665424554, 1.7119213195443637, 0.092722377, 66, 31.80326349338036, 95, 'High Risk'),
(159854, 70, 13, '40:46.1', 37.41604834670802, 95.65718956258405, 110, 81, 22, 'Female', 74.97434658485918, 1.8254474628740658, 0.1329943266122358, 29, 22.49955936530192, 90.66666666666667, 'Low Risk'),
(159855, 97, 19, '39:46.1', 37.07480149262286, 96.70870023211054, 135, 76, 87, 'Male', 76.22385306165192, 1.9659385252120545, 0.088183316, 59, 19.722003501914344, 95.66666666666666, 'High Risk'),
(159856, 99, 17, '38:46.1', 36.768460702290625, 98.05183864552507, 110, 81, 86, 'Female', 60.859359500041734, 1.875604892985077, 0.13800199965644389, 29, 17.299942646829592, 90.66666666666667, 'High Risk'),
(159857, 97, 14, '37:46.1', 36.02935597800297, 98.88870907679507, 131, 88, 77, 'Male', 65.65033478714467, 1.5423401105770989, 0.054877194, 43, 27.597938268538854, 102.33333333333333, 'High Risk'),
(159858, 82, 17, '36:46.1', 37.45507331720238, 95.74884384987473, 111, 76, 43, 'Male', 56.18760305127815, 1.7771921634552952, 0.070283201, 35, 17.789827072294283, 87.66666666666667, 'High Risk'),
(159859, 68, 12, '35:46.1', 37.286434472555555, 96.60786062282763, 135, 74, 82, 'Male', 94.56202168114885, 1.519708883142906, 0.1271920169095247, 61, 40.94453511515246, 94.33333333333333, 'High Risk'),
(159860, 99, 12, '34:46.1', 37.46448960279279, 96.70690156872703, 131, 71, 39, 'Female', 94.96602357183613, 1.9569698615295468, 0.099718308, 60, 24.797047783868823, 91, 'High Risk'),
(159861, 97, 17, '33:46.1', 36.42700721548951, 98.39527403374213, 123, 78, 86, 'Female', 86.93296376161783, 1.8398387251746202, 0.1461726726218623, 45, 25.681771326491894, 93, 'High Risk'),
(159862, 66, 12, '32:46.1', 36.61693089945401, 96.11680401023253, 122, 81, 52, 'Male', 62.404875068641594, 1.8272474232519107, 0.10846178221544932, 41, 18.69062404256471, 94.66666666666667, 'Low Risk'),
(159863, 68, 19, '31:46.1', 36.48275353960922, 95.03091850601263, 111, 70, 89, 'Female', 72.58899956740599, 1.6833793008600237, 0.11053772263423643, 41, 25.615736402725172, 83.66666666666667, 'Low Risk'),
(159864, 76, 14, '30:46.1', 36.464114209446414, 97.45154427852025, 124, 76, 32, 'Male', 80.12269461, 1.6810185038156638, 0.11041375073695846, 48, 28.353753454151953, 92, 'Low Risk'),
(159865, 77, 13, '29:46.1', 36.2677147, 96.22544300579877, 116, 84, 49, 'Male', 87.05520341684013, 1.8380636722882961, 0.11919247844722831, 32, 25.76757989353133, 94.66666666666667, 'Low Risk'),
(159866, 82, 17, '28:46.1', 37.06227680683188, 96.34550549002316, 118, 88, 54, 'Female', 98.82631719150501, 1.697805161367233, 0.089660716, 30, 34.28442834296839, 98, 'High Risk'),
(159867, 67, 18, '27:46.1', 36.30108945199347, 97.48742835, 127, 79, 68, 'Female', 79.40141187002492, 1.7342767062180164, 0.13364668379702532, 48, 26.399241136899104, 95, 'Low Risk'),
(159868, 74, 14, '26:46.1', 36.272097407972446, 96.32012459243781, 111, 86, 24, 'Male', 75.51072569760993, 1.544311737171086, 0.08078439, 25, 31.66202588881345, 94.33333333333333, 'High Risk'),
(159869, 83, 15, '25:46.1', 36.502736211002464, 99.14069893069254, 124, 70, 75, 'Male', 63.89664183231611, 1.6758674216707148, 0.088984184, 54, 22.750907089904224, 88, 'Low Risk'),
(159870, 64, 16, '24:46.1', 36.90741261559981, 99.31146367544595, 120, 80, 70, 'Female', 68.33250924468479, 1.8997562304529474, 0.11619361907533328, 40, 18.933530944316757, 93.33333333333333, 'Low Risk'),
(159871, 65, 16, '23:46.1', 37.03224304448339, 95.75460878426627, 129, 86, 77, 'Female', 79.19329612399206, 1.5732539101579317, 0.057054562, 43, 31.99563837382784, 100.33333333333333, 'High Risk'),
(159872, 96, 16, '22:46.1', 37.223100661103246, 96.55603988, 135, 85, 67, 'Male', 96.72757283115288, 1.500979166329235, 0.14592896003048694, 50, 42.933961421904606, 101.66666666666666, 'High Risk'),
(159873, 68, 12, '21:46.1', 36.30868855903807, 97.80372574, 125, 80, 35, 'Male', 83.77764266, 1.621377055439392, 0.13587666575382312, 45, 31.86838757, 95, 'High Risk'),
(159874, 81, 17, '20:46.1', 36.34077463759519, 99.85244748349893, 118, 82, 85, 'Female', 71.09803337798465, 1.5355753326591293, 0.061906481, 36, 30.151945116981626, 94, 'High Risk'),
(159875, 94, 15, '19:46.1', 36.71249630374248, 95.79159132676237, 122, 74, 48, 'Male', 91.10737401785113, 1.960590081696688, 0.051020904, 48, 23.701723455978268, 90, 'High Risk'),
(159876, 92, 13, '18:46.1', 36.88350522138094, 96.80262892007748, 121, 75, 49, 'Male', 94.70880184778648, 1.9943669830962014, 0.060924714, 46, 23.81114013, 90.33333333333333, 'High Risk'),
(159877, 87, 14, '17:46.1', 36.32203434228082, 99.90468628807558, 122, 72, 50, 'Female', 75.25174886902185, 1.809055284715595, 0.1325190978617361, 50, 22.99391487790654, 88.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(159878, 83, 18, '16:46.1', 36.24207449358486, 95.65144427778202, 118, 72, 55, 'Male', 59.498803542197905, 1.6896169501171179, 0.13491298383257044, 46, 20.84163170899526, 87.33333333333333, 'Low Risk'),
(159879, 92, 19, '15:46.1', 36.58905943616001, 98.48868589, 137, 85, 87, 'Male', 60.15425320006852, 1.7675532534111407, 0.08897565, 52, 19.25401585244079, 102.33333333333333, 'High Risk'),
(159880, 61, 17, '14:46.1', 37.42476963562241, 96.81136817764256, 114, 75, 72, 'Female', 59.482515601884096, 1.5301243542593606, 0.093564263, 39, 25.405975319235953, 88, 'Low Risk'),
(159881, 85, 13, '13:46.1', 36.54165824510418, 99.41267005390544, 115, 89, 46, 'Male', 81.42851013509308, 1.6398775095340095, 0.074362698, 26, 30.27984651108241, 97.66666666666667, 'High Risk'),
(159882, 94, 14, '12:46.1', 37.38442660601412, 95.82150856206734, 133, 87, 38, 'Male', 95.96788082651653, 1.738866177686302, 0.097263199, 46, 31.739025217511998, 102.33333333333333, 'High Risk'),
(159883, 92, 19, '11:46.1', 37.23779595936079, 98.97051022, 111, 74, 62, 'Female', 76.44889011982005, 1.5416870183218663, 0.12226979959113622, 37, 32.16464435725341, 86.33333333333333, 'High Risk'),
(159884, 83, 19, '10:46.1', 36.152647378942405, 98.34825386905861, 126, 79, 66, 'Female', 57.52919617920314, 1.720139840922719, 0.053038445708540806, 47, 19.442888974888152, 94.66666666666667, 'Low Risk'),
(159885, 61, 18, '09:46.1', 37.07046051366776, 95.98818129172909, 112, 74, 69, 'Female', 91.14134891718831, 1.838137174918969, 0.12853773733327822, 38, 26.974885824852773, 86.66666666666667, 'Low Risk'),
(159886, 84, 17, '08:46.1', 36.54004497870857, 96.78897455929571, 117, 79, 67, 'Male', 63.211556502981495, 1.6970645827352229, 0.11946582868765605, 38, 21.94824222465689, 91.66666666666667, 'Low Risk'),
(159887, 91, 13, '07:46.1', 36.007967349152366, 95.94761958660476, 136, 89, 69, 'Male', 95.95041808884955, 1.8313839717222005, 0.058163735, 47, 28.60803665719704, 104.66666666666667, 'High Risk'),
(159888, 67, 17, '06:46.1', 36.382690248669576, 96.98762651499241, 121, 80, 43, 'Female', 80.62959307403676, 1.990162817130606, 0.093365231, 41, 20.357162911256612, 93.66666666666667, 'Low Risk'),
(159889, 87, 16, '05:46.1', 37.32921282784311, 99.43061689350903, 112, 70, 38, 'Male', 84.89188802691288, 1.597814339413458, 0.12118351778085347, 42, 33.25167781294532, 84, 'High Risk'),
(159890, 68, 13, '04:46.1', 36.44785388, 98.34925906206638, 133, 72, 43, 'Female', 58.94779634312121, 1.780873523086492, 0.067083506, 61, 18.586662804964316, 92.33333333333333, 'Low Risk'),
(159891, 73, 18, '03:46.1', 36.016541536922006, 99.04347462593238, 138, 85, 58, 'Female', 65.97600510790517, 1.560550311, 0.075797608, 53, 27.091338701333573, 102.66666666666666, 'Low Risk'),
(159892, 70, 13, '02:46.1', 36.53430856681787, 99.79924990386024, 111, 80, 40, 'Female', 71.14019497153032, 1.5258302457345936, 0.1355149500457475, 31, 30.556429950901087, 90.33333333333333, 'High Risk'),
(159893, 67, 12, '01:46.1', 37.18175158984194, 98.18408319374207, 112, 89, 66, 'Male', 97.97977132, 1.6936367103788539, 0.14938324246065438, 23, 34.15827292322963, 96.66666666666667, 'High Risk'),
(159894, 90, 12, '00:46.1', 36.559850610333946, 99.07811992110025, 113, 83, 46, 'Female', 91.32837629508163, 1.9647569574624937, 0.086589643, 30, 23.658546841555005, 93, 'Low Risk'),
(159895, 81, 12, '59:46.1', 37.32617298, 98.86886278702202, 139, 84, 69, 'Male', 80.88506351074369, 1.9981113898390634, 0.065964212, 55, 20.259510128720606, 102.33333333333333, 'Low Risk'),
(159896, 61, 15, '58:46.1', 36.46401895, 97.49444704097432, 120, 71, 69, 'Female', 71.22154480655479, 1.9730021804524873, 0.081489586, 49, 18.296004521878157, 87.33333333333333, 'High Risk'),
(159897, 63, 15, '57:46.1', 36.956856893977765, 97.10104987060805, 135, 74, 20, 'Male', 53.75204563298948, 1.9254977557437196, 0.12054172780676731, 61, 14.498028970485334, 94.33333333333333, 'High Risk'),
(159898, 99, 12, '56:46.1', 37.34754797060461, 98.70672775587946, 116, 80, 87, 'Male', 95.50095960087029, 1.9430974963300431, 0.1279386188458686, 36, 25.294060386771076, 92, 'High Risk'),
(159899, 96, 13, '55:46.1', 37.468112078471165, 97.18721246577579, 110, 77, 64, 'Male', 74.59903702899304, 1.5680066817573919, 0.14887909425442342, 33, 30.341524873910686, 88, 'High Risk'),
(159900, 91, 19, '54:46.1', 36.17879442070295, 97.14136574602409, 128, 71, 80, 'Male', 83.26022826629979, 1.8314614334280557, 0.097159654, 57, 24.822301226046104, 90, 'High Risk'),
(159901, 98, 18, '53:46.1', 36.807814894424006, 95.86091100380433, 113, 84, 81, 'Male', 79.44252001596524, 1.5237438169649888, 0.12571141236614503, 29, 34.21598913658478, 93.66666666666667, 'High Risk'),
(159902, 87, 12, '52:46.1', 36.552776777919775, 97.68261635598535, 118, 85, 71, 'Female', 96.07050378, 1.9389464683012103, 0.09517308, 33, 25.55397291769245, 96, 'Low Risk'),
(159903, 85, 12, '51:46.1', 36.49955675215744, 95.35446812364167, 138, 83, 78, 'Male', 61.83669177309815, 1.8275694466375942, 0.073212669, 55, 18.513923685771147, 101.33333333333333, 'Low Risk'),
(159904, 73, 17, '50:46.1', 37.06228865658205, 98.80523610375788, 125, 77, 69, 'Male', 63.58887591204619, 1.9847628811204538, 0.07033528, 48, 16.142243323191902, 93, 'High Risk'),
(159905, 90, 16, '49:46.1', 36.381886796675474, 99.09867793766387, 123, 79, 42, 'Female', 53.53532687735621, 1.6871037257837325, 0.12771001551477826, 44, 18.80861815710473, 93.66666666666667, 'Low Risk'),
(159906, 85, 19, '48:46.1', 37.448678214743424, 98.61030803, 130, 87, 74, 'Male', 96.06525024449908, 1.7156186742446895, 0.10602286011815154, 43, 32.63809399, 101.33333333333333, 'High Risk'),
(159907, 93, 13, '47:46.1', 37.22990154783484, 95.81032184982342, 121, 76, 49, 'Female', 99.88990072963158, 1.7737243799095441, 0.097359903, 45, 31.750408011827762, 91, 'High Risk'),
(159908, 77, 16, '46:46.1', 36.03356415404908, 97.95365636908257, 126, 73, 39, 'Male', 62.27834665139987, 1.584632327709281, 0.055799767, 53, 24.80162012, 90.66666666666666, 'Low Risk'),
(159909, 76, 15, '45:46.1', 36.23651109822752, 96.42542245381713, 110, 79, 35, 'Male', 95.75530691969286, 1.681172561133451, 0.060906975, 31, 33.87959938695643, 89.33333333333333, 'High Risk'),
(159910, 97, 13, '44:46.1', 36.06990945400258, 95.96421523778405, 126, 70, 68, 'Female', 95.34310327042164, 1.7064650389397513, 0.069850671, 56, 32.74119249435803, 88.66666666666666, 'High Risk'),
(159911, 86, 18, '43:46.1', 36.03159644020517, 98.21545764200773, 138, 73, 82, 'Male', 98.40621511209594, 1.786156708728332, 0.1094867214543083, 65, 30.844903091393032, 94.66666666666666, 'High Risk'),
(159912, 60, 13, '42:46.1', 36.500710442095766, 96.80952726574316, 129, 80, 66, 'Male', 54.884986925495475, 1.9721419546590016, 0.076318147, 49, 14.111631289822382, 96.33333333333333, 'High Risk'),
(159913, 72, 19, '41:46.1', 36.60735638068237, 96.39191519928508, 132, 85, 67, 'Male', 78.47484884, 1.8127486492397327, 0.12771202817852448, 47, 23.8811539, 100.66666666666667, 'Low Risk'),
(159914, 97, 12, '40:46.1', 37.48399865958877, 99.46894991164984, 121, 75, 84, 'Male', 73.59167820082195, 1.8983935387895121, 0.056653687, 46, 20.420022327673124, 90.33333333333333, 'High Risk'),
(159915, 81, 18, '39:46.1', 36.53568901423544, 98.40132236308015, 139, 73, 89, 'Female', 78.3607079, 1.827808503633422, 0.11380029250444681, 66, 23.45508243911486, 95, 'Low Risk'),
(159916, 62, 17, '38:46.1', 36.71224019121281, 95.58838937816175, 136, 84, 65, 'Female', 65.20890134579206, 1.8661163210997391, 0.14636215718189394, 52, 18.72532916364772, 101.33333333333333, 'Low Risk'),
(159917, 68, 12, '37:46.1', 37.08694446824418, 96.63647611316905, 119, 89, 36, 'Male', 80.97415475193506, 1.8974865094449311, 0.082740195, 30, 22.489977946717165, 99, 'Low Risk'),
(159918, 60, 15, '36:46.1', 37.13170428163752, 96.11786299324734, 127, 77, 29, 'Female', 79.52224562, 1.7185637180582403, 0.11672467046245981, 50, 26.925102042304083, 93.66666666666666, 'Low Risk'),
(159919, 69, 17, '35:46.1', 37.10566690831743, 95.92557633757717, 114, 89, 48, 'Male', 95.25450327076405, 1.5626559771241504, 0.11734296446321602, 25, 39.008456084680724, 97.33333333333333, 'High Risk'),
(159920, 61, 16, '34:46.1', 36.675803116180234, 97.11726048233457, 128, 73, 27, 'Female', 64.00552074469745, 1.6314795253422354, 0.074103695, 55, 24.04662770400546, 91.33333333333333, 'Low Risk'),
(159921, 65, 17, '33:46.1', 37.109381089882405, 99.23304446074798, 115, 85, 60, 'Male', 56.93024760672951, 1.6266909521841328, 0.11092056247485488, 30, 21.51458486278914, 95, 'Low Risk'),
(159922, 82, 17, '32:46.1', 36.708134146894196, 99.43024613634803, 127, 80, 31, 'Male', 97.04041445675644, 1.5852996861991058, 0.11868037642390501, 47, 38.61267551448678, 95.66666666666667, 'High Risk'),
(159923, 62, 17, '31:46.1', 36.706261020677175, 98.45661493790597, 111, 81, 44, 'Female', 76.33327407, 1.830807975261353, 0.12235296399812574, 30, 22.77342228259063, 91, 'Low Risk'),
(159924, 80, 18, '30:46.1', 36.720790602198505, 98.67877472358634, 119, 89, 87, 'Male', 66.35697315566291, 1.515088988454956, 0.093596956, 30, 28.907483343436724, 99, 'Low Risk'),
(159925, 74, 16, '29:46.1', 36.85467073650795, 97.20637561733369, 113, 80, 33, 'Female', 60.076778768584354, 1.552336343436057, 0.11678758002246192, 33, 24.930729561059692, 91, 'Low Risk'),
(159926, 69, 18, '28:46.1', 37.44441285193092, 95.35314781191548, 112, 77, 37, 'Female', 74.23463977878943, 1.7706012381747427, 0.091070484, 35, 23.67909382203991, 88.66666666666667, 'Low Risk'),
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(160104, 88, 18, '30:46.1', 36.40087310726893, 97.01823108922235, 123, 70, 27, 'Male', 92.66957744242387, 1.500459245289034, 0.085168802, 53, 41.16127084536713, 87.66666666666666, 'High Risk'),
(160105, 71, 15, '29:46.1', 36.701568998737514, 95.69206799635951, 123, 71, 53, 'Female', 61.52141110504296, 1.7813296213342287, 0.093335676, 52, 19.38820972, 88.33333333333333, 'Low Risk'),
(160106, 82, 18, '28:46.1', 36.57549606015516, 97.35500909430824, 126, 83, 87, 'Male', 76.71919151890704, 1.9839157646635905, 0.070713702, 43, 19.49205196953488, 97.33333333333333, 'Low Risk'),
(160107, 84, 16, '27:46.1', 36.27990540674465, 95.43823893, 113, 86, 26, 'Male', 88.38231188354492, 1.8418786462984809, 0.089614841, 27, 26.052135699341722, 95, 'Low Risk'),
(160108, 96, 18, '26:46.1', 36.92487803335624, 98.52450737387096, 128, 77, 43, 'Female', 72.25417181592766, 1.8885981479222453, 0.090208635, 51, 20.25740489127132, 94, 'High Risk'),
(160109, 88, 19, '25:46.1', 36.037842058404145, 98.04366299, 128, 83, 21, 'Male', 92.22915236832492, 1.6844717757436485, 0.12457227731412893, 45, 32.50429420169292, 98, 'High Risk'),
(160110, 95, 15, '24:46.1', 36.024661612094114, 99.63855580102337, 121, 84, 21, 'Female', 92.28057376775786, 1.8377187570787257, 0.06934382, 37, 27.324497878388488, 96.33333333333333, 'High Risk'),
(160111, 91, 17, '23:46.1', 37.25237088803162, 95.81526243, 115, 75, 24, 'Male', 58.87750922127682, 1.5561570076914402, 0.12122515521810383, 40, 24.31322693, 88.33333333333333, 'High Risk'),
(160112, 68, 17, '22:46.1', 36.78225375, 96.06241076502776, 118, 87, 42, 'Female', 58.40409399206251, 1.862152628, 0.12383522227031138, 31, 16.84273992283024, 97.33333333333333, 'High Risk'),
(160113, 60, 13, '21:46.1', 36.912258278033256, 99.26813506815401, 120, 85, 85, 'Female', 72.36597668318926, 1.8199468697973407, 0.059487175, 35, 21.848267704395123, 96.66666666666667, 'Low Risk'),
(160114, 91, 12, '20:46.1', 36.197638016726216, 98.96936268445609, 117, 79, 83, 'Male', 82.27428429610879, 1.5743209817230233, 0.1350804623902806, 38, 33.19537246637305, 91.66666666666667, 'High Risk'),
(160115, 63, 13, '19:46.1', 36.92601881188312, 99.24688123270309, 115, 87, 57, 'Female', 65.96735898980049, 1.676347114, 0.11175394630465635, 28, 23.474761843371407, 96.33333333333333, 'Low Risk'),
(160116, 91, 19, '18:46.1', 37.374760133154375, 96.03134893525753, 137, 71, 68, 'Female', 94.33577802710406, 1.950960572591539, 0.086016963, 66, 24.78445938099106, 93, 'High Risk'),
(160117, 79, 12, '17:46.1', 36.22967672001331, 95.47299223524891, 126, 75, 35, 'Male', 54.12273720657871, 1.9734318381759124, 0.085098166, 51, 13.897461877033319, 92, 'High Risk'),
(160118, 60, 16, '16:46.1', 36.01477525187763, 96.81919079245633, 120, 74, 74, 'Male', 54.16039036313735, 1.855678939722257, 0.084069506, 46, 15.728094432619514, 89.33333333333333, 'High Risk'),
(160119, 81, 14, '15:46.1', 36.95269236197519, 98.76737070795674, 134, 79, 60, 'Male', 71.99409542481133, 1.728956758355114, 0.12257373125788622, 55, 24.08399986848307, 97.33333333333333, 'Low Risk'),
(160120, 95, 12, '14:46.1', 36.16391874646274, 95.86298069609344, 110, 85, 32, 'Female', 93.20165168172758, 1.9728741131945253, 0.054237898, 25, 23.945552397679414, 93.33333333333333, 'High Risk'),
(160121, 66, 18, '13:46.1', 36.054302305641194, 96.22242579483162, 119, 78, 65, 'Female', 61.46865902440858, 1.539466273455821, 0.14343338501726555, 41, 25.93662011674658, 91.66666666666667, 'Low Risk'),
(160122, 95, 19, '12:46.1', 36.23594559383753, 99.52472770899207, 126, 79, 85, 'Male', 62.28859612, 1.6592872535804233, 0.11311773302500923, 47, 22.623791448176817, 94.66666666666667, 'High Risk'),
(160123, 60, 13, '11:46.1', 37.17645960971996, 98.90401133032455, 124, 85, 64, 'Male', 65.62449127985438, 1.8736720019318434, 0.1254576053247225, 39, 18.692991794348135, 98, 'Low Risk'),
(160124, 69, 12, '10:46.1', 36.48197452540474, 96.24334018, 138, 71, 41, 'Male', 76.03270416746481, 1.8667018038717107, 0.084396949, 67, 21.81978879470437, 93.33333333333333, 'Low Risk'),
(160125, 90, 15, '09:46.1', 36.59860135, 96.43707733244376, 129, 81, 20, 'Female', 80.65023112976469, 1.9377605644615594, 0.11350435895696483, 48, 21.47857129652289, 97, 'Low Risk'),
(160126, 84, 15, '08:46.1', 37.28800938965152, 97.48519295221007, 130, 70, 59, 'Female', 51.093998977734344, 1.5057259665980651, 0.1370016745996231, 60, 22.536061285459212, 90, 'Low Risk'),
(160127, 81, 18, '07:46.1', 37.01137128811863, 99.47018829992615, 115, 83, 26, 'Male', 54.83309840251276, 1.530557837, 0.058051029, 32, 23.40686746137041, 93.66666666666667, 'Low Risk'),
(160128, 82, 18, '06:46.1', 36.17302935375512, 95.40284014751059, 130, 84, 45, 'Female', 88.21111649129072, 1.5447920977717906, 0.13331073901852242, 46, 36.964364203242766, 99.33333333333333, 'High Risk'),
(160129, 88, 17, '05:46.1', 37.01587579, 99.57202569811244, 116, 72, 55, 'Female', 96.04206178111716, 1.857665222677726, 0.11036801986704156, 44, 27.830856573689307, 86.66666666666667, 'Low Risk'),
(160130, 92, 16, '04:46.1', 36.869750040780886, 97.66670160235964, 111, 85, 88, 'Female', 70.23591862949196, 1.917201178109029, 0.094700002, 26, 19.10838102578924, 93.66666666666667, 'High Risk'),
(160131, 69, 17, '03:46.1', 36.458401910828634, 97.73480225873584, 125, 81, 69, 'Female', 70.29538951476978, 1.8199196057224971, 0.12450053377342182, 44, 21.223765305448026, 95.66666666666667, 'Low Risk'),
(160132, 95, 14, '02:46.1', 37.143738749811334, 97.74479609511835, 129, 79, 18, 'Female', 75.17802099392242, 1.7023623644286747, 0.12283410930617909, 50, 25.941009350495975, 95.66666666666666, 'High Risk'),
(160133, 60, 15, '01:46.1', 37.116276982251804, 96.93021643033644, 134, 84, 50, 'Male', 98.75108423415662, 1.8122620117396617, 0.11855552403782017, 50, 30.06767855905774, 100.66666666666666, 'High Risk'),
(160134, 97, 16, '00:46.1', 37.435140955869805, 97.73427178296375, 128, 84, 24, 'Male', 93.09019399, 1.5644014094719718, 0.07227027, 44, 38.03711224984272, 98.66666666666667, 'High Risk'),
(160135, 75, 12, '59:46.1', 36.494653002159254, 96.95380040744405, 137, 86, 78, 'Female', 56.67022045887024, 1.997235675437557, 0.10768209650321973, 51, 14.206800181130582, 103, 'High Risk'),
(160136, 71, 18, '58:46.1', 37.27844208, 95.38670615629785, 138, 83, 88, 'Male', 72.86647970863898, 1.8847037974700231, 0.094762758, 55, 20.51358557146636, 101.33333333333333, 'Low Risk'),
(160137, 64, 15, '57:46.1', 36.60110125820531, 97.61407191958267, 132, 72, 67, 'Male', 63.498619957466474, 1.9087517921777242, 0.13512816485585058, 60, 17.428715111628932, 92, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(160138, 73, 17, '56:46.1', 36.245828434602785, 95.63182214737543, 113, 83, 60, 'Female', 68.18891848327297, 1.589418169, 0.093217496, 30, 26.99214859495174, 93, 'Low Risk'),
(160139, 82, 19, '55:46.1', 36.62758466643588, 99.72073699519743, 116, 74, 36, 'Female', 98.47748129290916, 1.90143499, 0.1365117148680876, 42, 27.237921842748737, 88, 'Low Risk'),
(160140, 63, 12, '54:46.1', 37.32896058308341, 95.05593788293945, 134, 89, 59, 'Male', 65.75309092175814, 1.8023202137378327, 0.071214933, 45, 20.24194618567825, 104, 'Low Risk'),
(160141, 88, 17, '53:46.1', 36.67806511051188, 98.3904115, 120, 77, 21, 'Female', 86.64900770435818, 1.6949051831892783, 0.11506217430240614, 43, 30.16287803153761, 91.33333333333333, 'High Risk'),
(160142, 62, 17, '52:46.1', 36.54119736789257, 99.13214996696826, 135, 86, 30, 'Female', 92.97171734148719, 1.737671532426616, 0.115638314, 49, 30.790410611758833, 102.33333333333333, 'High Risk'),
(160143, 68, 14, '51:46.1', 37.18032387018237, 96.44032473803586, 125, 80, 40, 'Male', 81.11724842832774, 1.7789838006266507, 0.096288225, 45, 25.63121677756836, 95, 'Low Risk'),
(160144, 67, 13, '50:46.1', 36.36736410365818, 96.83441617557865, 113, 84, 82, 'Male', 67.70563782111691, 1.9222489648266146, 0.063142425, 29, 18.323378902795053, 93.66666666666667, 'High Risk'),
(160145, 74, 18, '49:46.1', 36.26346690723666, 97.89524574850229, 112, 75, 35, 'Female', 84.26837628448168, 1.9914678447108491, 0.12816213790736414, 37, 21.247998593485654, 87.33333333333333, 'Low Risk'),
(160146, 78, 17, '48:46.1', 37.10822475766267, 99.16258409755515, 127, 81, 30, 'Female', 63.9600768, 1.8476706669438487, 0.12510523297065307, 46, 18.735265342576163, 96.33333333333333, 'Low Risk'),
(160147, 97, 17, '47:46.1', 36.02910647953465, 95.79580826021255, 127, 73, 70, 'Male', 52.47202614396491, 1.7809032971679422, 0.066668535, 54, 16.544252829064014, 91, 'High Risk'),
(160148, 91, 19, '46:46.1', 37.46928761978905, 95.13510623, 112, 70, 18, 'Male', 87.76051678543317, 1.7803031129298585, 0.10186062267032608, 42, 27.689254912260754, 84, 'High Risk'),
(160149, 85, 19, '45:46.1', 36.18051625465977, 95.98737406896386, 121, 78, 33, 'Male', 58.98101612601055, 1.8587712079762553, 0.057671386, 43, 17.071055601863595, 92.33333333333333, 'High Risk'),
(160150, 83, 17, '44:46.1', 36.01970929409291, 96.27335123, 134, 88, 78, 'Male', 82.83033126008525, 1.79062845, 0.067213293, 46, 25.833213736123113, 103.33333333333333, 'Low Risk'),
(160151, 99, 13, '43:46.1', 36.086344747081235, 96.80657562316505, 112, 79, 88, 'Female', 97.88294374396709, 1.9593969152415052, 0.080062933, 33, 25.495420657399826, 90, 'High Risk'),
(160152, 66, 15, '42:46.1', 36.78786581824415, 96.91781384132364, 118, 70, 19, 'Male', 57.91440263627563, 1.8785749954408946, 0.11004064759408393, 48, 16.410790688582967, 86, 'High Risk'),
(160153, 63, 14, '41:46.1', 36.22286304095269, 99.39233128842403, 123, 76, 67, 'Female', 65.76885485398986, 1.979492617630996, 0.095693723, 47, 16.78465841302013, 91.66666666666667, 'High Risk'),
(160154, 97, 16, '40:46.1', 36.102712038385995, 99.52511724267832, 128, 81, 60, 'Male', 66.50682412421205, 1.578330565328438, 0.14995451192325698, 47, 26.697480358905167, 96.66666666666667, 'High Risk'),
(160155, 66, 16, '39:46.1', 36.07689723739333, 99.05819487122285, 133, 75, 45, 'Male', 87.46604572, 1.9189447620354636, 0.11197709504990858, 58, 23.752785443077297, 94.33333333333333, 'Low Risk'),
(160156, 76, 14, '38:46.1', 37.24490300595096, 98.84609108984272, 115, 79, 79, 'Female', 99.75378419238046, 1.6094169061859573, 0.08010398, 36, 38.51166202491408, 91, 'High Risk'),
(160157, 86, 15, '37:46.1', 36.219754585855256, 97.83854864317226, 127, 84, 51, 'Female', 68.68843164557482, 1.7721621234074667, 0.079853296, 43, 21.871405879329377, 98.33333333333333, 'Low Risk'),
(160158, 64, 18, '36:46.1', 36.30541479191047, 96.87053085953704, 139, 77, 75, 'Female', 83.91071595, 1.7044519156548843, 0.062814271, 62, 28.883373676888034, 97.66666666666666, 'Low Risk'),
(160159, 67, 13, '35:46.1', 37.15067012686818, 95.67221132951686, 133, 71, 52, 'Female', 95.84696768, 1.6344788622130342, 0.059072889, 62, 35.877300707959606, 91.66666666666666, 'High Risk'),
(160160, 90, 19, '34:46.1', 36.08706105, 95.48724986240069, 135, 72, 39, 'Male', 76.39937952051436, 1.880237289180526, 0.1288589329035169, 63, 21.61048474169935, 93, 'Low Risk'),
(160161, 89, 13, '33:46.1', 36.19077518886401, 96.25472190280524, 139, 82, 20, 'Female', 80.30970771431011, 1.957171597099226, 0.12401906101989808, 57, 20.96574195320913, 101, 'Low Risk'),
(160162, 85, 16, '32:46.1', 36.266149666987474, 96.92840094882563, 120, 80, 53, 'Female', 76.00463572686145, 1.928487581722958, 0.070183271, 40, 20.436493837064145, 93.33333333333333, 'Low Risk'),
(160163, 88, 15, '31:46.1', 37.39017277632796, 97.19956160989943, 135, 83, 67, 'Male', 59.01289580223774, 1.549198058822983, 0.10673286449277435, 52, 24.58855674302606, 100.33333333333333, 'Low Risk'),
(160164, 81, 12, '30:46.1', 36.96947130509239, 96.47243726336274, 137, 83, 50, 'Male', 73.83970659177287, 1.8663352110379847, 0.065952501, 54, 21.198769998097788, 101, 'Low Risk'),
(160165, 90, 13, '29:46.1', 36.667140377553814, 95.13428332920621, 138, 75, 38, 'Female', 63.187200412059354, 1.8165194665767879, 0.10980342593535834, 63, 19.14912795922941, 96, 'Low Risk'),
(160166, 72, 16, '28:46.1', 37.39990519, 97.63043501710008, 123, 81, 40, 'Female', 76.31579839, 1.6636703756733122, 0.132613842, 42, 27.572737437909826, 95, 'Low Risk'),
(160167, 87, 16, '27:46.1', 36.13844527367152, 97.54724486871481, 120, 72, 82, 'Male', 98.66877926, 1.9992797645011375, 0.10174639379882248, 48, 24.684970606207525, 88, 'Low Risk'),
(160168, 97, 13, '26:46.1', 37.41742627919656, 95.8024766, 129, 88, 86, 'Male', 99.67918794671438, 1.7543692106985382, 0.10274683485949619, 41, 32.38638673456194, 101.66666666666667, 'High Risk'),
(160169, 66, 12, '25:46.1', 36.164600354261665, 98.20532552, 126, 86, 67, 'Female', 76.00047721, 1.7733949956674995, 0.050363044, 40, 24.16603287963239, 99.33333333333333, 'Low Risk'),
(160170, 98, 14, '24:46.1', 36.04508918840363, 97.81941499701695, 111, 70, 52, 'Male', 82.87846156799614, 1.673252046213269, 0.081059103, 41, 29.601856660681882, 83.66666666666667, 'High Risk'),
(160171, 84, 13, '23:46.1', 36.8882493, 98.45262070881316, 134, 80, 88, 'Male', 94.22607687009294, 1.7289736025126996, 0.10151847146237708, 54, 31.520593357434073, 98, 'High Risk'),
(160172, 60, 18, '22:46.1', 36.13704952127604, 98.46147446, 114, 89, 33, 'Male', 96.19120968516683, 1.8277681227271982, 0.099980189, 25, 28.793415805986765, 97.33333333333333, 'Low Risk'),
(160173, 99, 14, '21:46.1', 36.13003404029139, 96.11099351359854, 133, 82, 40, 'Male', 90.17295604648362, 1.774461135053571, 0.1311615920013886, 51, 28.63804212249033, 99, 'High Risk'),
(160174, 61, 18, '20:46.1', 37.468119739046934, 95.28219633445258, 128, 71, 34, 'Male', 85.12161865574663, 1.8312193189606425, 0.14377150634724456, 57, 25.383946904613467, 90, 'Low Risk'),
(160175, 80, 14, '19:46.1', 36.93556784230613, 98.50957007790413, 138, 75, 67, 'Female', 60.13151484071052, 1.9372788499479516, 0.12477017329328928, 63, 16.022042172609932, 96, 'High Risk'),
(160176, 62, 13, '18:46.1', 36.291461704198355, 98.19899657975205, 129, 86, 27, 'Female', 84.29556214043791, 1.5961957563830604, 0.058260513, 43, 33.08509663, 100.33333333333333, 'High Risk'),
(160177, 86, 13, '17:46.1', 36.501860883633746, 96.00247327926724, 113, 73, 29, 'Male', 60.726464535008745, 1.8243063257320502, 0.096950093, 40, 18.24662175380937, 86.33333333333333, 'High Risk'),
(160178, 97, 15, '16:46.1', 36.924372212558694, 98.94220206341774, 125, 72, 83, 'Male', 88.26542497, 1.9946097725297294, 0.10299432088630944, 53, 22.185781501123802, 89.66666666666666, 'High Risk'),
(160179, 93, 19, '15:46.1', 36.18844222753303, 98.74416913189019, 139, 88, 67, 'Female', 88.42785975786464, 1.962705306155102, 0.11039588961573027, 51, 22.95508581318599, 105, 'High Risk'),
(160180, 75, 12, '14:46.1', 37.34372177220861, 96.00726323667119, 118, 88, 77, 'Male', 76.18219637047576, 1.863095883327415, 0.10480416957165067, 30, 21.94739990260459, 98, 'Low Risk'),
(160181, 76, 19, '13:46.1', 36.32785973151477, 99.29909960367519, 137, 73, 54, 'Female', 98.60392870997309, 1.6569279559542367, 0.13704541927309405, 64, 35.91591772707166, 94.33333333333333, 'High Risk'),
(160182, 95, 13, '12:46.1', 36.66444159, 99.95676927464257, 130, 77, 85, 'Female', 51.274006458234595, 1.794544585987242, 0.14308065117221547, 53, 15.92167474806788, 94.66666666666666, 'High Risk'),
(160183, 83, 18, '11:46.1', 37.15608240618129, 97.18729269622872, 132, 73, 21, 'Female', 64.40589138261295, 1.6871729125704356, 0.067231188, 59, 22.625928315058633, 92.66666666666666, 'Low Risk'),
(160184, 85, 12, '10:46.1', 37.44242422809601, 99.02710519579315, 133, 75, 58, 'Male', 94.86204923408539, 1.786423057288778, 0.13342798687659596, 58, 29.72513742458583, 94.33333333333333, 'Low Risk'),
(160185, 64, 13, '09:46.1', 36.52833147, 97.55788070984262, 116, 72, 62, 'Female', 82.17186278, 1.8045496708918094, 0.089216393, 44, 25.233962360408125, 86.66666666666667, 'Low Risk'),
(160186, 85, 16, '08:46.1', 36.89225642977613, 97.14606924737373, 124, 71, 72, 'Female', 84.05110019683931, 1.8166309436178563, 0.061402306, 53, 25.468888235006357, 88.66666666666666, 'Low Risk'),
(160187, 99, 19, '07:46.1', 36.712444054775204, 99.71550852612623, 129, 73, 59, 'Female', 67.50814688119975, 1.8944972205830801, 0.087193219, 56, 18.809109801393532, 91.66666666666666, 'High Risk'),
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(160364, 78, 18, '10:46.1', 36.32979931795745, 95.47000131205756, 120, 75, 20, 'Male', 95.22220896022768, 1.5331290984546175, 0.07136239, 45, 40.511730874605625, 90, 'High Risk'),
(160365, 91, 15, '09:46.1', 36.58869952961964, 95.00627281694437, 118, 80, 25, 'Male', 62.72286353384028, 1.5033686455288569, 0.076307501, 38, 27.752039227301363, 92.66666666666667, 'High Risk'),
(160366, 71, 15, '08:46.1', 36.87092428, 97.00506614032155, 130, 80, 74, 'Female', 67.74153160519145, 1.5201999969055926, 0.094878796, 50, 29.31254703941697, 96.66666666666666, 'Low Risk'),
(160367, 82, 13, '07:46.1', 36.69292087777207, 99.44923863299866, 132, 81, 28, 'Female', 85.21401182694399, 1.5677761400666868, 0.080183637, 51, 34.66912739608976, 98, 'High Risk'),
(160368, 72, 17, '06:46.1', 36.521026401756544, 99.28173741170161, 139, 75, 36, 'Male', 62.326112947757764, 1.5471466673451792, 0.1339340742378051, 64, 26.03796686824807, 96.33333333333333, 'Low Risk'),
(160369, 62, 13, '05:46.1', 37.156653940641704, 98.75592748, 112, 81, 28, 'Male', 68.39350715773398, 1.6280823915570501, 0.14914226572527006, 31, 25.80251956712265, 91.33333333333333, 'Low Risk'),
(160370, 67, 16, '04:46.1', 37.34973393181097, 96.65726788921054, 110, 72, 19, 'Male', 55.54429351830037, 1.8741061730468433, 0.099384063, 38, 15.81433975338543, 84.66666666666667, 'High Risk'),
(160371, 86, 15, '03:46.1', 36.61650753192663, 98.83272720213364, 115, 88, 75, 'Male', 65.61230854, 1.7191350392121652, 0.10435388351733305, 27, 22.200631805905108, 97, 'Low Risk'),
(160372, 89, 12, '02:46.1', 36.40235422478375, 99.52200543391793, 122, 76, 47, 'Female', 69.12903869712288, 1.8834211752997803, 0.10445217114823883, 46, 19.487925912555795, 91.33333333333333, 'Low Risk'),
(160373, 65, 13, '01:46.1', 37.14728749298709, 95.05702489158564, 135, 77, 83, 'Male', 62.642336148577904, 1.9024765634789438, 0.050821264, 58, 17.307299727465605, 96.33333333333333, 'High Risk'),
(160374, 92, 15, '00:46.1', 37.145304220763634, 99.55972000788981, 124, 77, 40, 'Female', 90.21306202508129, 1.8729608495317185, 0.081732949, 47, 25.716509714623545, 92.66666666666667, 'High Risk'),
(160375, 75, 12, '59:46.1', 36.554534172945324, 96.18203323331555, 138, 72, 42, 'Male', 74.49677315541004, 1.756881276823644, 0.097223992, 66, 24.135296167202448, 94, 'Low Risk'),
(160376, 79, 14, '58:46.1', 36.41245253573752, 96.90901508635021, 110, 77, 53, 'Female', 73.62207800546733, 1.6197966781513615, 0.10536357763571874, 33, 28.05996102106114, 88, 'Low Risk'),
(160377, 86, 14, '57:46.1', 37.34620168842634, 98.25194319734858, 138, 79, 26, 'Male', 72.77765673, 1.563227862306383, 0.096344024, 59, 29.781974948673156, 98.66666666666666, 'Low Risk'),
(160378, 65, 12, '56:46.1', 37.37609696764109, 99.87862446382181, 113, 87, 80, 'Female', 97.73075146340429, 1.9222340112913938, 0.076625812, 26, 26.449576560428287, 95.66666666666667, 'Low Risk'),
(160379, 67, 17, '55:46.1', 36.92842810310427, 98.31092849006635, 114, 87, 76, 'Male', 88.19615088, 1.845660141698139, 0.14507490808121304, 27, 25.89084143263237, 96, 'Low Risk'),
(160380, 71, 15, '54:46.1', 36.360125176521784, 98.76688523847123, 128, 74, 88, 'Male', 94.11684206, 1.778169231859672, 0.064700102, 54, 29.766047069178494, 92, 'Low Risk'),
(160381, 85, 18, '53:46.1', 36.68181476224363, 96.86129461408336, 120, 86, 80, 'Male', 78.68165823480383, 1.5772118612399777, 0.10698482088335645, 34, 31.629580740688226, 97.33333333333333, 'High Risk'),
(160382, 61, 15, '52:46.1', 37.16675971452428, 99.34445455420773, 124, 87, 89, 'Male', 74.35439879783249, 1.558436584927432, 0.084430832, 37, 30.614586407712494, 99.33333333333333, 'High Risk'),
(160383, 71, 14, '51:46.1', 36.64796451801859, 98.72067604972148, 115, 85, 47, 'Female', 64.40851191, 1.6319442976846545, 0.061549983, 30, 24.18424885928313, 95, 'Low Risk'),
(160384, 85, 18, '50:46.1', 37.25654684211104, 97.74710085429821, 118, 71, 61, 'Female', 97.22562738992669, 1.992630049611591, 0.14162661741334734, 47, 24.486538920766677, 86.66666666666667, 'Low Risk'),
(160385, 90, 19, '49:46.1', 36.80206683616368, 99.12477649730171, 116, 70, 50, 'Male', 92.18309417060642, 1.6556763361711582, 0.054132818973670796, 46, 33.62795038846614, 85.33333333333333, 'High Risk'),
(160386, 84, 13, '48:46.1', 37.13556522810999, 96.33915043736218, 118, 78, 34, 'Female', 65.17763158865836, 1.6742257991932343, 0.11261958257208003, 40, 23.25254616, 91.33333333333333, 'Low Risk'),
(160387, 99, 13, '47:46.1', 36.903084763693315, 95.6338367, 137, 77, 80, 'Male', 71.64320652186342, 1.9015334298976465, 0.12429360695816463, 60, 19.813768541930436, 97, 'High Risk'),
(160388, 60, 18, '46:46.1', 37.22899120570226, 98.20641126829226, 131, 89, 84, 'Female', 53.57349571923427, 1.9488456913545318, 0.10439218883754603, 42, 14.105714156687851, 103, 'High Risk'),
(160389, 93, 19, '45:46.1', 36.98527670921821, 98.83215423604264, 131, 88, 35, 'Male', 59.621135673499595, 1.7497756304213468, 0.13686278758055231, 43, 19.473118957526207, 102.33333333333333, 'High Risk'),
(160390, 91, 19, '44:46.1', 36.19744500957121, 97.31656638168042, 135, 75, 21, 'Male', 57.03004269946223, 1.5967874364615806, 0.10677404996912218, 60, 22.367089878971505, 95, 'High Risk'),
(160391, 76, 16, '43:46.1', 36.95474817361909, 96.42897127, 111, 77, 21, 'Female', 86.22689064, 1.8262598584200427, 0.066881697, 34, 25.85339484432539, 88.33333333333333, 'Low Risk'),
(160392, 63, 15, '42:46.1', 37.16864211006957, 98.23214280105077, 134, 73, 68, 'Male', 98.32326564951171, 1.7841172047376341, 0.064649625, 61, 30.889404225032717, 93.33333333333333, 'High Risk'),
(160393, 76, 14, '41:46.1', 36.37871202933234, 98.87660364, 122, 85, 87, 'Female', 79.12316949935578, 1.908485044506173, 0.051028695, 37, 21.723317701174945, 97.33333333333333, 'Low Risk'),
(160394, 79, 12, '40:46.1', 36.36340953, 99.83545126247542, 113, 81, 81, 'Female', 78.85729897490029, 1.7418415888088283, 0.1386065758582689, 32, 25.99109556681637, 91.66666666666667, 'Low Risk'),
(160395, 82, 13, '39:46.1', 37.15344369, 99.47248066850605, 124, 86, 32, 'Male', 62.69834021, 1.8492925864960885, 0.1080917146742458, 38, 18.33347483431078, 98.66666666666667, 'High Risk'),
(160396, 90, 19, '38:46.1', 37.492681728720314, 96.34246798386276, 131, 78, 55, 'Female', 72.53708800895683, 1.6246729135670348, 0.11952659856793148, 53, 27.48072821106951, 95.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(160398, 76, 16, '36:46.1', 36.12388374298171, 99.83249554940389, 115, 82, 39, 'Female', 86.33679062729698, 1.6194068981572007, 0.071371104, 33, 32.92182718893635, 93, 'High Risk'),
(160399, 81, 17, '35:46.1', 37.30126021, 95.52388906145698, 126, 85, 85, 'Male', 78.19964876, 1.8135690182449329, 0.066540493, 41, 23.77588143729832, 98.66666666666667, 'Low Risk'),
(160400, 64, 12, '34:46.1', 36.92037724305001, 97.04560567600198, 131, 70, 33, 'Male', 67.00933891921451, 1.6242079682423323, 0.091940413, 61, 25.401072839935377, 90.33333333333333, 'Low Risk'),
(160401, 64, 17, '33:46.1', 36.44670667265291, 95.38483671, 137, 72, 49, 'Male', 87.23678944025704, 1.8471969522475264, 0.13828209821314819, 65, 25.566617098961746, 93.66666666666666, 'Low Risk'),
(160402, 94, 13, '32:46.1', 36.66391681862866, 98.79691875574494, 124, 78, 55, 'Male', 72.77112914248472, 1.6392408157803215, 0.14896473466079424, 46, 27.08155487, 93.33333333333333, 'High Risk'),
(160403, 65, 18, '31:46.1', 37.45846931626024, 95.21686092, 114, 89, 89, 'Male', 71.62700448497353, 1.8003860704043064, 0.1144033396065129, 25, 22.097619980810695, 97.33333333333333, 'Low Risk'),
(160404, 62, 18, '30:46.1', 36.003355280660145, 95.12819286257562, 136, 77, 55, 'Female', 87.18552327555003, 1.8507061746376443, 0.072477433, 59, 25.454784848754944, 96.66666666666666, 'Low Risk'),
(160405, 77, 17, '29:46.1', 36.85017451318184, 95.70177492707079, 139, 86, 44, 'Female', 80.16250490731991, 1.878705160398565, 0.08655819, 53, 22.711929056051602, 103.66666666666666, 'Low Risk'),
(160406, 93, 15, '28:46.1', 37.236656056265076, 98.88413928817727, 123, 84, 83, 'Female', 71.42740377568646, 1.8710406136134778, 0.12968645089488806, 39, 20.403206995906142, 97, 'High Risk'),
(160407, 84, 14, '27:46.1', 36.07505296834741, 97.55008520104656, 113, 78, 75, 'Female', 99.08492471360395, 1.831033942621866, 0.10350986240662173, 35, 29.553899598680346, 89.66666666666667, 'Low Risk'),
(160408, 83, 12, '26:46.1', 36.99262996328212, 96.86615476553872, 134, 82, 34, 'Male', 55.34705084833872, 1.624785831503021, 0.10394269072585992, 52, 20.96535584289046, 99.33333333333333, 'Low Risk'),
(160409, 67, 16, '25:46.1', 37.028138243267726, 97.52886288634126, 133, 89, 33, 'Male', 55.92277977874042, 1.664523303272661, 0.075807412, 44, 20.18408152483527, 103.66666666666667, 'Low Risk'),
(160410, 66, 15, '24:46.1', 36.89464413093894, 99.20061765603555, 129, 89, 53, 'Male', 75.04929792625862, 1.9270719574787945, 0.056705601, 40, 20.209276716840854, 102.33333333333333, 'Low Risk'),
(160411, 72, 16, '23:46.1', 36.06614448421318, 99.05850855525254, 136, 88, 46, 'Female', 55.300018647851815, 1.7159714579658174, 0.067972161, 48, 18.78041383838314, 104, 'Low Risk'),
(160412, 65, 15, '22:46.1', 36.14663722339563, 96.26954068507867, 131, 76, 89, 'Male', 92.27699599489893, 1.9802366513835385, 0.083922282, 55, 23.532022724595162, 94.33333333333333, 'Low Risk'),
(160413, 67, 14, '21:46.1', 37.074979084633675, 98.35174090395068, 110, 83, 54, 'Male', 97.13153549348931, 1.8389948783906218, 0.079680399, 27, 28.72097737286243, 92, 'Low Risk'),
(160414, 86, 15, '20:46.1', 36.13872904510219, 95.16082181, 139, 81, 19, 'Male', 77.90064650697724, 1.5361928448293738, 0.10318093902072409, 58, 33.01030872550198, 100.33333333333333, 'High Risk'),
(160415, 70, 18, '19:46.1', 37.26179964, 95.39056547535014, 120, 88, 48, 'Female', 85.15972985907786, 1.618352854245892, 0.10369265694353373, 32, 32.51530550669124, 98.66666666666667, 'High Risk'),
(160416, 89, 12, '18:46.1', 36.18045380473508, 98.40688373527465, 118, 78, 68, 'Female', 95.04627570091955, 1.631169964850595, 0.1454488848379536, 40, 35.722074508114154, 91.33333333333333, 'High Risk'),
(160417, 71, 14, '17:46.1', 36.49507658844621, 97.90856451755315, 113, 70, 48, 'Female', 79.57197854150522, 1.836612143, 0.071957895, 43, 23.589854045455773, 84.33333333333333, 'Low Risk'),
(160418, 76, 17, '16:46.1', 36.23057281493509, 95.44714538689182, 136, 75, 81, 'Male', 96.47538998230488, 1.614106479142189, 0.13472633209746515, 61, 37.029869471225815, 95.33333333333333, 'High Risk'),
(160419, 61, 16, '15:46.1', 36.597572078187206, 97.03653673768301, 123, 76, 25, 'Male', 57.399807470392695, 1.7077417423239951, 0.13807582268954516, 47, 19.68185589, 91.66666666666667, 'Low Risk'),
(160420, 84, 13, '14:46.1', 36.264395746058504, 95.74513220653633, 116, 73, 42, 'Female', 92.43752392883336, 1.6644870395009412, 0.096843467, 43, 33.36471872818735, 87.33333333333333, 'High Risk'),
(160421, 96, 16, '13:46.1', 36.53595817729546, 97.42962948822883, 112, 82, 36, 'Male', 88.35249640649198, 1.8138945571276806, 0.12788624824203615, 30, 26.85311982431209, 92, 'High Risk'),
(160422, 86, 12, '12:46.1', 36.583917593180296, 96.95664172568345, 122, 87, 23, 'Female', 75.41607535865342, 1.889373649083298, 0.10203872873841718, 35, 21.126532399732195, 98.66666666666667, 'Low Risk'),
(160423, 90, 17, '11:46.1', 36.49372422545416, 97.02581490201024, 122, 85, 29, 'Male', 86.47893663900395, 1.9478429431482773, 0.055673818, 37, 22.79305131, 97.33333333333333, 'Low Risk'),
(160424, 97, 14, '10:46.1', 36.3097703, 99.10599948395338, 135, 85, 23, 'Female', 84.45916972, 1.6221546039566106, 0.14234072581031312, 50, 32.09684321008872, 101.66666666666666, 'High Risk'),
(160425, 62, 18, '09:46.1', 37.48260046655925, 95.96316433854146, 113, 72, 75, 'Male', 86.03350843209466, 1.885382809957154, 0.1344451629567298, 41, 24.20296359634824, 85.66666666666667, 'Low Risk'),
(160426, 88, 16, '08:46.1', 37.08553320995203, 95.85236845912827, 118, 76, 23, 'Male', 87.61450987099687, 1.5914892470210777, 0.065546058, 42, 34.59143817, 90, 'High Risk'),
(160427, 73, 19, '07:46.1', 36.38562952421009, 95.01725344683906, 134, 87, 46, 'Female', 85.33837852881595, 1.927619320018557, 0.12156156302029032, 47, 22.966871781901684, 102.66666666666667, 'Low Risk'),
(160428, 98, 19, '06:46.1', 37.08334474562306, 96.41003311482005, 125, 84, 60, 'Male', 88.84111268, 1.9272055176879928, 0.082872931, 41, 23.919821165266104, 97.66666666666667, 'High Risk'),
(160429, 93, 14, '05:46.1', 37.462625505992335, 98.13958613101678, 130, 81, 86, 'Female', 61.57332312206251, 1.7078845567500085, 0.064086694, 49, 21.109384482837335, 97.33333333333333, 'High Risk'),
(160430, 87, 14, '04:46.1', 36.77243015, 96.55746562546975, 139, 80, 59, 'Female', 99.41814534055646, 1.7081271550308732, 0.13194867605920363, 59, 34.074168220599844, 99.66666666666666, 'High Risk'),
(160431, 73, 19, '03:46.1', 37.47336465164792, 98.20242100601699, 114, 87, 74, 'Female', 84.62310755088001, 1.616862678642545, 0.14315322152123194, 27, 32.36999979, 96, 'High Risk'),
(160432, 91, 16, '02:46.1', 36.16870336423138, 97.97429114, 134, 82, 21, 'Female', 95.26304349661072, 1.7117647534155995, 0.13572924649749468, 52, 32.51144653644483, 99.33333333333333, 'High Risk'),
(160433, 74, 16, '01:46.1', 37.39690467557017, 98.11042962079819, 128, 82, 62, 'Male', 69.40842793215643, 1.7334510533422771, 0.061434276, 46, 23.098779949138944, 97.33333333333333, 'Low Risk'),
(160434, 74, 15, '00:46.1', 36.35923396164183, 99.40292376, 127, 89, 41, 'Male', 84.71668573032358, 1.9584588453224603, 0.078630231, 38, 22.087169165602777, 101.66666666666667, 'Low Risk'),
(160435, 60, 15, '59:46.1', 36.258606151529634, 98.4169708, 122, 89, 84, 'Female', 72.98520693935717, 1.936822363017776, 0.1435241092174933, 33, 19.456076350637026, 100, 'Low Risk'),
(160436, 65, 17, '58:46.1', 37.404940088266606, 97.11310203316077, 124, 88, 86, 'Male', 84.96352963455465, 1.6160417539298892, 0.097094501, 36, 32.533245537584705, 100, 'High Risk'),
(160437, 86, 18, '57:46.1', 37.26818308013637, 96.51509880067789, 126, 75, 67, 'Female', 84.94866039357908, 1.5342343983405928, 0.10342931886270189, 51, 36.08885500331417, 92, 'High Risk'),
(160438, 77, 15, '56:46.1', 36.865672003030355, 99.66702462, 116, 84, 61, 'Male', 64.65227981990878, 1.9806116042139696, 0.078308788, 32, 16.481062468490922, 94.66666666666667, 'High Risk'),
(160439, 96, 16, '55:46.1', 36.00602886, 98.67894471004219, 120, 75, 39, 'Female', 65.60449953976048, 1.665851572, 0.078317637, 45, 23.640737514104515, 90, 'High Risk'),
(160440, 84, 19, '54:46.1', 36.07551414593811, 99.14715467885723, 126, 78, 72, 'Male', 58.76331951374007, 1.5680988824533726, 0.059745522, 48, 23.897882985408085, 94, 'Low Risk'),
(160441, 69, 15, '53:46.1', 36.277433773045836, 97.04548074335968, 130, 73, 48, 'Female', 91.23030181, 1.516627167, 0.07787907, 57, 39.66262459301849, 92, 'High Risk'),
(160442, 98, 13, '52:46.1', 36.44739914, 96.49803444267968, 114, 84, 39, 'Female', 76.74251752405532, 1.5106623284220566, 0.057976555, 30, 33.628015852072664, 94, 'High Risk'),
(160443, 64, 12, '51:46.1', 36.39875615035699, 96.42908070574312, 116, 71, 32, 'Female', 57.84417752707772, 1.7862964621480004, 0.084508021, 45, 18.128111934983057, 86, 'High Risk'),
(160444, 86, 14, '50:46.1', 36.83462222889828, 99.20451136351335, 111, 72, 46, 'Male', 71.30328821352862, 1.8520122443329328, 0.1471589171223018, 39, 20.78843763330083, 85, 'Low Risk'),
(160445, 92, 16, '49:46.1', 36.13820858679304, 98.31151645203411, 119, 86, 51, 'Female', 68.31108878, 1.6737569123554092, 0.12243685115915938, 33, 24.38408369175938, 97, 'High Risk'),
(160446, 68, 19, '48:46.1', 37.13654132421293, 97.81399614981116, 134, 79, 87, 'Male', 82.35753117369951, 1.8379118088210058, 0.057700133, 55, 24.38113858094852, 97.33333333333333, 'Low Risk'),
(160447, 87, 18, '47:46.1', 37.444019359180665, 99.49864410952019, 122, 77, 69, 'Female', 87.19960509825913, 1.6870503365921918, 0.08314591, 45, 30.637860644048942, 92, 'High Risk'),
(160448, 66, 18, '46:46.1', 36.14385704232371, 95.86155826977802, 126, 84, 25, 'Female', 62.71204019, 1.8331384817149436, 0.1257546352024762, 42, 18.662094364362357, 98, 'Low Risk'),
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(160624, 67, 12, '50:46.1', 36.656693041382724, 99.23581896704829, 115, 72, 53, 'Female', 94.93709098150939, 1.560019133317722, 0.094105777, 43, 39.010010777253925, 86.33333333333333, 'High Risk'),
(160625, 98, 13, '49:46.1', 36.597834992811485, 97.41746283648854, 138, 79, 44, 'Female', 55.349058976273824, 1.7670324260744636, 0.12800660365394434, 59, 17.726426868222923, 98.66666666666666, 'High Risk'),
(160626, 94, 16, '48:46.1', 37.223909483576875, 99.95805400613486, 129, 72, 82, 'Male', 74.80053312408265, 1.9905521906201762, 0.11006415041200956, 57, 18.878068403458112, 91, 'High Risk'),
(160627, 85, 12, '47:46.1', 36.09185740906247, 98.32538572963828, 115, 82, 69, 'Female', 54.380795264067714, 1.6703533684212117, 0.074814233, 33, 19.49076296999066, 93, 'Low Risk'),
(160628, 73, 14, '46:46.1', 36.53899658253355, 99.88492812, 134, 88, 84, 'Male', 50.88042756878561, 1.6451750860036127, 0.061499733, 46, 18.79864315909897, 103.33333333333333, 'Low Risk'),
(160629, 70, 14, '45:46.1', 37.458602128134835, 96.66702206678224, 127, 74, 23, 'Female', 60.08178774042236, 1.6307834775128471, 0.097401494, 53, 22.591769131801804, 91.66666666666666, 'Low Risk'),
(160630, 87, 18, '44:46.1', 36.137818458445565, 99.56661155069634, 110, 70, 55, 'Male', 93.55763416352164, 1.9526707127835212, 0.1381113031811824, 40, 24.53698548566918, 83.33333333333333, 'Low Risk'),
(160631, 92, 14, '43:46.1', 36.51805911672315, 95.58820178083293, 131, 89, 20, 'Female', 82.02180274166837, 1.5402651384174022, 0.1243806147403377, 42, 34.573101284604796, 103, 'High Risk'),
(160632, 98, 13, '42:46.1', 37.208944748564754, 95.01759062595104, 118, 80, 32, 'Male', 67.53878728893085, 1.583013922579075, 0.13271995355771604, 38, 26.95155263832828, 92.66666666666667, 'High Risk'),
(160633, 90, 18, '41:46.1', 36.036103332002796, 97.30875235330981, 123, 78, 72, 'Male', 98.18241404, 1.5473833549614506, 0.11026527680296017, 45, 41.00509894954815, 93, 'High Risk'),
(160634, 70, 18, '40:46.1', 36.47739495316348, 95.37348151071066, 111, 84, 39, 'Female', 80.92996833355211, 1.8019826461308877, 0.082689861, 27, 24.923450181131702, 93, 'Low Risk'),
(160635, 87, 17, '39:46.1', 36.83274128740043, 98.3121599, 126, 86, 36, 'Female', 74.54974203613261, 1.9501829929006802, 0.092511828, 40, 19.601775709437746, 99.33333333333333, 'Low Risk'),
(160636, 70, 16, '38:46.1', 37.01820341, 99.52312705755192, 112, 80, 75, 'Male', 85.49544573052933, 1.5987818895596349, 0.13005539503565627, 32, 33.44756764124088, 90.66666666666667, 'High Risk'),
(160637, 65, 16, '37:46.1', 36.527056719659775, 96.23901234554056, 128, 85, 66, 'Female', 69.08379753250276, 1.9693377270176229, 0.06642151, 43, 17.81294803640301, 99.33333333333333, 'High Risk'),
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(160640, 68, 17, '34:46.1', 36.421287722112275, 98.29154767960496, 132, 77, 54, 'Male', 61.36287227, 1.803218072061095, 0.13062035225055535, 55, 18.871619751450602, 95.33333333333333, 'Low Risk'),
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(160642, 81, 17, '32:46.1', 37.013415154249735, 97.30053695018503, 121, 71, 65, 'Female', 75.50100601569336, 1.8533866440461217, 0.11609759667605628, 50, 21.97964533345749, 87.66666666666666, 'Low Risk'),
(160643, 90, 15, '31:46.1', 36.75686714732818, 99.82143407215214, 118, 88, 57, 'Female', 82.00066859753953, 1.768688896571526, 0.11154498425034404, 30, 26.212865227128347, 98, 'Low Risk'),
(160644, 81, 13, '30:46.1', 36.11807239882941, 98.15492684823698, 118, 81, 39, 'Male', 63.89523335012672, 1.7565384680136193, 0.11239048234808638, 37, 20.70871399056625, 93.33333333333333, 'Low Risk'),
(160645, 67, 19, '29:46.1', 36.924731745492586, 97.57951659469659, 123, 77, 57, 'Female', 64.18025443285848, 1.5525467323121702, 0.1306738433409182, 46, 26.626376670735276, 92.33333333333333, 'Low Risk'),
(160646, 75, 19, '28:46.1', 36.004794176846026, 96.78569104558234, 125, 83, 70, 'Male', 67.39064582497033, 1.6053594659276222, 0.11989790267535667, 42, 26.148996804967673, 97, 'Low Risk'),
(160647, 82, 18, '27:46.1', 36.70023960801955, 96.25362965435404, 119, 77, 52, 'Male', 97.53198206, 1.6980508575606574, 0.14504377098642057, 42, 33.825612019580234, 91, 'High Risk'),
(160648, 62, 14, '26:46.1', 36.41037758136525, 96.61942633656295, 122, 77, 47, 'Male', 85.76243313328581, 1.581039828664402, 0.11953463704407093, 45, 34.30926959971755, 92, 'High Risk'),
(160649, 83, 16, '25:46.1', 37.11702923737958, 96.09783332, 134, 74, 77, 'Female', 63.74901755285535, 1.9845758330513936, 0.060366314, 60, 16.185946449371844, 94, 'High Risk'),
(160650, 67, 12, '24:46.1', 36.35058556496437, 96.39919308500143, 116, 72, 46, 'Male', 91.62078748, 1.5933400865566887, 0.11468366391344066, 44, 36.089183377252006, 86.66666666666667, 'High Risk'),
(160651, 69, 17, '23:46.1', 36.51841740639191, 96.01931564498338, 139, 78, 34, 'Female', 80.30584165392159, 1.8012179636548695, 0.083349062, 61, 24.752245225106495, 98.33333333333333, 'Low Risk'),
(160652, 82, 12, '22:46.1', 36.16471123813324, 96.24649707854464, 110, 75, 28, 'Male', 78.07820503778595, 1.8588507677580317, 0.13058237434677583, 35, 22.596478897461473, 86.66666666666667, 'Low Risk'),
(160653, 86, 18, '21:46.1', 36.193140337343095, 96.88835535, 135, 76, 35, 'Female', 81.07884929, 1.6823195205112602, 0.069814828, 59, 28.64775592491631, 95.66666666666666, 'Low Risk'),
(160654, 61, 16, '20:46.1', 37.263763881660424, 95.86081875088875, 133, 73, 18, 'Male', 84.86804449389832, 1.8873845983149373, 0.12436326991240843, 60, 23.82447734168897, 93, 'Low Risk'),
(160655, 73, 19, '19:46.1', 36.03920791020534, 96.39368784, 127, 86, 35, 'Female', 85.12211841102896, 1.585560435590585, 0.074344288, 41, 33.859210123653995, 99.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(160657, 94, 14, '17:46.1', 36.87870863381456, 97.98854259445159, 134, 82, 35, 'Female', 76.31537686298088, 1.6220324220306672, 0.14195210390172142, 52, 29.00634388680812, 99.33333333333333, 'High Risk'),
(160658, 96, 15, '16:46.1', 36.995088095963204, 98.50761992739356, 118, 89, 49, 'Female', 53.236139729427194, 1.5838824271370493, 0.13330314081749728, 29, 21.220747382869114, 98.66666666666667, 'High Risk'),
(160659, 91, 19, '15:46.1', 36.553076035389964, 97.38046505585658, 138, 86, 73, 'Male', 89.86868021477859, 1.7457681055643355, 0.057077243797365285, 52, 29.48731669174844, 103.33333333333333, 'High Risk'),
(160660, 91, 17, '14:46.1', 36.90558157636156, 97.95840359522077, 117, 79, 32, 'Female', 95.08516130062281, 1.9694463890708414, 0.10829871062697227, 38, 24.51457797112208, 91.66666666666667, 'High Risk'),
(160661, 96, 13, '13:46.1', 36.87318278, 99.65633624559001, 124, 82, 20, 'Male', 50.26970885179336, 1.7977111494081173, 0.071962795, 42, 15.554875738853038, 96, 'High Risk'),
(160662, 92, 14, '12:46.1', 36.900505782862346, 98.26806533553567, 120, 72, 84, 'Female', 65.08069638, 1.813345113714742, 0.098832327, 48, 19.792071837742075, 88, 'High Risk'),
(160663, 65, 12, '11:46.1', 37.240164552556394, 96.92477828229184, 123, 74, 21, 'Female', 59.80021378282813, 1.6635691724728432, 0.058371695579259565, 49, 21.60832030248911, 90.33333333333333, 'Low Risk'),
(160664, 68, 17, '10:46.1', 36.81536943792523, 98.79668440079666, 117, 79, 42, 'Female', 94.66841680744056, 1.667838962058067, 0.093757328, 38, 34.03273750773343, 91.66666666666667, 'High Risk'),
(160665, 92, 13, '09:46.1', 36.23485305475216, 95.76051068239119, 122, 80, 75, 'Female', 83.11329936345757, 1.8874026428268071, 0.050550504, 42, 23.331432547854767, 94, 'High Risk'),
(160666, 86, 15, '08:46.1', 37.362519133659326, 99.36601883332723, 120, 70, 21, 'Female', 52.965126633697636, 1.5218894353443155, 0.072212211, 50, 22.867769733597136, 86.66666666666666, 'Low Risk'),
(160667, 80, 14, '07:46.1', 36.351051708524736, 98.40349992888194, 114, 79, 63, 'Female', 84.36470094367628, 1.7488359467374988, 0.12805573882202245, 35, 27.58434198132632, 90.66666666666667, 'Low Risk'),
(160668, 92, 14, '06:46.1', 36.72073745679686, 99.26145209104877, 111, 78, 71, 'Female', 97.20791096720114, 1.8883059176754893, 0.076795334, 33, 27.261949048139837, 89, 'High Risk'),
(160669, 78, 18, '05:46.1', 36.41876248, 95.66861573006142, 111, 86, 81, 'Female', 61.17448312306884, 1.5805957274422762, 0.076496277, 25, 24.48661208825978, 94.33333333333333, 'Low Risk'),
(160670, 88, 16, '04:46.1', 36.14518162779989, 95.97853626941352, 123, 80, 66, 'Female', 83.97034981, 1.627440952012828, 0.058759859405576376, 43, 31.70410386676475, 94.33333333333333, 'High Risk'),
(160671, 82, 15, '03:46.1', 36.82208574974891, 99.09858648465901, 117, 89, 65, 'Male', 76.87844865014502, 1.7617362745855916, 0.12254330119174156, 28, 24.769818121701434, 98.33333333333333, 'Low Risk'),
(160672, 63, 19, '02:46.1', 37.219768904146044, 99.72266396719493, 122, 88, 84, 'Male', 75.41776870736663, 1.6995154969273405, 0.053941203176061915, 34, 26.110994980207945, 99.33333333333333, 'Low Risk'),
(160673, 75, 15, '01:46.1', 36.15384107327311, 99.97655207876862, 139, 75, 33, 'Female', 99.14152781071904, 1.9160712321377305, 0.12133013392584767, 64, 27.004261593544094, 96.33333333333333, 'Low Risk'),
(160674, 65, 12, '00:46.1', 36.57427160895419, 95.80299967756086, 111, 83, 37, 'Female', 71.21782908542745, 1.8727010376482827, 0.050682737, 28, 20.307283358280753, 92.33333333333333, 'Low Risk'),
(160675, 72, 18, '59:46.1', 37.09199907305053, 98.12703744161112, 129, 88, 81, 'Male', 88.31092502763765, 1.6451240079148344, 0.14277876370484457, 41, 32.63000598255189, 101.66666666666667, 'High Risk'),
(160676, 92, 18, '58:46.1', 36.463237872805806, 95.20971851189975, 115, 71, 82, 'Male', 72.30808997268682, 1.7364930672535064, 0.061845807, 44, 23.979536378941578, 85.66666666666667, 'High Risk'),
(160677, 74, 13, '57:46.1', 36.99231065436384, 99.98244197199328, 125, 79, 26, 'Male', 76.39567948803366, 1.9272690948652855, 0.11385435328591814, 46, 20.567622069142764, 94.33333333333333, 'Low Risk'),
(160678, 99, 15, '56:46.1', 36.49988890707094, 95.05963114400646, 111, 86, 65, 'Male', 82.34264035544066, 1.7255094222160197, 0.12302970732417463, 25, 27.656047885889816, 94.33333333333333, 'High Risk'),
(160679, 93, 12, '55:46.1', 37.17482720593859, 97.86251737306262, 131, 79, 62, 'Female', 96.99394622106504, 1.8243918501819754, 0.079246336, 52, 29.141263778222395, 96.33333333333333, 'High Risk'),
(160680, 93, 15, '54:46.1', 36.773784005283254, 97.33986951943652, 110, 71, 44, 'Female', 69.24458623942677, 1.7617409519556233, 0.12640353407946053, 39, 22.31011069693356, 84, 'High Risk'),
(160681, 87, 14, '53:46.1', 37.27735388585574, 99.11396745052654, 115, 89, 35, 'Male', 71.26257262220588, 1.8244508450918293, 0.12151842842473419, 26, 21.409038475539944, 97.66666666666667, 'Low Risk'),
(160682, 72, 12, '52:46.1', 37.44234869607431, 99.12487860952483, 114, 74, 54, 'Female', 74.58117876390736, 1.5421983870501539, 0.13271442518637472, 40, 31.358028754331134, 87.33333333333333, 'High Risk'),
(160683, 73, 15, '51:46.1', 36.772457639782985, 99.18585723, 138, 74, 23, 'Female', 86.98562231810394, 1.509570801008342, 0.074509347, 64, 38.17161203586629, 95.33333333333333, 'High Risk'),
(160684, 67, 19, '50:46.1', 36.30277541762337, 97.00989758547477, 133, 70, 66, 'Male', 65.15534327668583, 1.591772728062842, 0.098543266, 63, 25.71508226290211, 91, 'Low Risk'),
(160685, 65, 16, '49:46.1', 36.82743626, 97.34511055, 136, 81, 19, 'Male', 68.67400128637279, 1.5996684746091254, 0.13632636478184823, 55, 26.836901993323316, 99.33333333333333, 'Low Risk'),
(160686, 65, 15, '48:46.1', 36.40059469263813, 98.32991310059555, 116, 81, 38, 'Male', 98.97514694702008, 1.9689368908996958, 0.13766713887624793, 35, 25.53069061706443, 92.66666666666667, 'Low Risk'),
(160687, 93, 19, '47:46.1', 36.908955398739074, 96.08341500131752, 138, 79, 44, 'Male', 84.31323990768792, 1.5003922653202495, 0.088522455, 59, 37.45295985, 98.66666666666666, 'High Risk'),
(160688, 74, 16, '46:46.1', 37.017714759444594, 98.50783199778445, 120, 77, 82, 'Male', 63.641239077796016, 1.9863183556182933, 0.07006145, 43, 16.130243175829065, 91.33333333333333, 'High Risk'),
(160689, 96, 19, '45:46.1', 36.16387157138267, 99.27314446432271, 110, 87, 83, 'Male', 80.22382441449518, 1.575868042692751, 0.07946334, 23, 32.30454769841343, 94.66666666666667, 'High Risk'),
(160690, 65, 16, '44:46.1', 36.05333527101699, 95.81145482054868, 123, 82, 77, 'Female', 66.93151677586003, 1.9352544361286286, 0.094589099, 41, 17.871233270076292, 95.66666666666667, 'High Risk'),
(160691, 79, 19, '43:46.1', 36.807230280066435, 97.98208918046853, 116, 83, 28, 'Female', 94.19855678, 1.555239024268843, 0.067812176, 33, 38.944843125521125, 94, 'High Risk'),
(160692, 81, 16, '42:46.1', 36.769347915395066, 95.06315359132404, 116, 85, 61, 'Male', 94.96187928934978, 1.9489699138256669, 0.10497886000588105, 31, 24.99994370501327, 95.33333333333333, 'Low Risk'),
(160693, 92, 16, '41:46.1', 37.180793278715925, 96.70899504852864, 132, 80, 49, 'Male', 79.54328139118746, 1.7085040834404914, 0.098316064, 52, 27.250310846216667, 97.33333333333333, 'High Risk'),
(160694, 87, 12, '40:46.1', 37.332685585265786, 98.66098864333046, 121, 87, 65, 'Female', 90.28566352744744, 1.6439591631495378, 0.1376136070716123, 34, 33.40694358394995, 98.33333333333333, 'High Risk'),
(160695, 92, 16, '39:46.1', 37.13111485606574, 99.25570973312854, 115, 87, 79, 'Female', 84.52079506253546, 1.7785150675753205, 0.111232465, 28, 26.720739672025775, 96.33333333333333, 'High Risk'),
(160696, 89, 18, '38:46.1', 36.07288114983285, 97.03128553312786, 139, 83, 49, 'Female', 75.95124165911137, 1.604925441106471, 0.10067326397810408, 56, 29.486631010942364, 101.66666666666666, 'Low Risk'),
(160697, 93, 14, '37:46.1', 36.629636492065956, 98.72141563792526, 136, 70, 81, 'Male', 73.80301967692469, 1.7235635020465225, 0.11949831410284828, 66, 24.843887478613688, 92, 'High Risk'),
(160698, 79, 14, '36:46.1', 36.27901455681366, 95.85462799555206, 128, 88, 57, 'Male', 58.39984441906534, 1.9014265106278325, 0.069911113, 40, 16.152977963669347, 101.33333333333333, 'High Risk'),
(160699, 71, 15, '35:46.1', 37.48409385536315, 95.09261670403879, 121, 75, 27, 'Female', 88.94853571572474, 1.900592620245085, 0.083442854, 46, 24.624120390352783, 90.33333333333333, 'Low Risk'),
(160700, 81, 12, '34:46.1', 36.099863352779806, 97.77516136825209, 115, 77, 58, 'Female', 65.98786210748183, 1.7704500989043088, 0.13741108828507598, 38, 21.05216073914864, 89.66666666666667, 'Low Risk'),
(160701, 89, 14, '33:46.1', 36.49567956637526, 99.95383880719038, 110, 83, 32, 'Male', 88.46094633, 1.9168481111907592, 0.08775449, 27, 24.075547851862282, 92, 'Low Risk'),
(160702, 63, 15, '32:46.1', 36.471255014976016, 96.60846818191008, 134, 76, 58, 'Male', 72.08357270505395, 1.8674416119356494, 0.12826028514811816, 58, 20.670083917501117, 95.33333333333333, 'Low Risk'),
(160703, 95, 14, '31:46.1', 36.93883173857506, 96.41875003, 125, 89, 32, 'Female', 91.41205703531571, 1.771803122181034, 0.104002724, 36, 29.118738525226153, 101, 'High Risk'),
(160704, 75, 14, '30:46.1', 37.13719207198485, 99.58217133, 122, 86, 48, 'Male', 84.27870864715717, 1.9640063006893174, 0.092037016, 36, 21.84902789476012, 98, 'Low Risk'),
(160705, 69, 15, '29:46.1', 36.68433472, 99.43286046, 135, 73, 18, 'Female', 64.11926042593072, 1.7985546775833048, 0.05811758, 62, 19.82171437792711, 93.66666666666666, 'Low Risk'),
(160706, 66, 19, '28:46.1', 36.65524936582385, 99.52824576704057, 127, 71, 42, 'Female', 70.09578839223818, 1.9294870591330004, 0.096551064, 56, 18.828173189288485, 89.66666666666666, 'Low Risk'),
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(160882, 88, 15, '32:46.1', 37.22551067960168, 95.52144925963088, 138, 78, 74, 'Female', 53.50117886083824, 1.9951575516300162, 0.053631971, 60, 13.44029988203854, 98, 'High Risk'),
(160883, 86, 14, '31:46.1', 36.579024272943094, 96.21079185180957, 131, 86, 31, 'Male', 91.39024724172869, 1.5840222314967276, 0.084511918, 45, 36.42313362672992, 101, 'High Risk'),
(160884, 78, 17, '30:46.1', 36.444689297498584, 98.28535786498827, 112, 84, 34, 'Female', 71.15629139109748, 1.6228067042684147, 0.13188318734574697, 28, 27.019649962167875, 93.33333333333333, 'Low Risk'),
(160885, 62, 14, '29:46.1', 36.40272161870288, 95.4203627, 116, 82, 43, 'Male', 54.077751043253436, 1.5159470962520198, 0.13325890800495438, 34, 23.53154980818711, 93.33333333333333, 'Low Risk'),
(160886, 87, 18, '28:46.1', 36.00519257627615, 97.07561372666098, 135, 82, 31, 'Male', 85.71268448, 1.5735516110823997, 0.085549608, 53, 34.61649666, 99.66666666666666, 'High Risk'),
(160887, 66, 12, '27:46.1', 36.243885077146494, 96.72167338, 122, 85, 59, 'Female', 58.31135474705637, 1.5067559759035474, 0.1337689007857199, 37, 25.684273526762134, 97.33333333333333, 'Low Risk'),
(160888, 72, 13, '26:46.1', 36.994738356358305, 96.33896602, 121, 87, 41, 'Male', 63.467606624256646, 1.8949305982299485, 0.12437746685684298, 34, 17.675247514943262, 98.33333333333333, 'High Risk'),
(160889, 98, 13, '25:46.1', 36.43621918052696, 97.12735599336575, 136, 85, 20, 'Male', 50.742870039744794, 1.8829272192717317, 0.14517929630038373, 51, 14.312251537223764, 102, 'High Risk'),
(160890, 93, 13, '24:46.1', 37.10022345122011, 98.39923801866442, 132, 88, 67, 'Female', 58.178081849982675, 1.6403246073503122, 0.14500680515354608, 44, 21.622195924237488, 102.66666666666667, 'High Risk'),
(160891, 68, 13, '23:46.1', 36.20790721661059, 96.77562137788587, 122, 70, 44, 'Male', 64.14042840601938, 1.7889745067679537, 0.057090328, 52, 20.041192182777685, 87.33333333333333, 'Low Risk'),
(160892, 66, 12, '22:46.1', 37.445970631104835, 95.06561208829531, 137, 81, 47, 'Male', 82.78805783975847, 1.5098470296291917, 0.12703081343713557, 56, 36.31631685353036, 99.66666666666666, 'High Risk'),
(160893, 68, 14, '21:46.1', 36.490078543275125, 99.84275005772015, 123, 84, 89, 'Female', 62.57925257646198, 1.975428365533105, 0.10511659089349581, 39, 16.03643397769425, 97, 'High Risk'),
(160894, 90, 18, '20:46.1', 37.14205492219242, 99.04910061398688, 131, 77, 78, 'Male', 78.05690072910399, 1.7373830020034189, 0.080937831, 54, 25.859502600441594, 95, 'Low Risk'),
(160895, 76, 14, '19:46.1', 36.23350387910738, 96.99522919979819, 112, 76, 81, 'Male', 94.96455675682628, 1.746813428, 0.1227006581650888, 36, 31.122071929315567, 88, 'High Risk'),
(160896, 88, 18, '18:46.1', 36.51717048009305, 96.78383101031129, 114, 70, 31, 'Male', 79.06395794503933, 1.8632734413967258, 0.10877458153579778, 44, 22.773268363674113, 84.66666666666667, 'Low Risk'),
(160897, 80, 12, '17:46.1', 37.35962809088804, 95.38390900804687, 133, 89, 58, 'Male', 79.40713902375603, 1.5586341313562615, 0.13215001300793192, 44, 32.68670807954518, 103.66666666666667, 'High Risk'),
(160898, 97, 13, '16:46.1', 36.56431494538788, 96.29211478486182, 127, 82, 33, 'Male', 77.12977105828269, 1.811063093888502, 0.066390202, 45, 23.515535940952315, 97, 'High Risk'),
(160899, 97, 13, '15:46.1', 36.283065284970355, 98.81728126, 118, 76, 76, 'Female', 96.68068225045987, 1.8668394196616551, 0.052828249107620684, 42, 27.741234336442194, 90, 'High Risk'),
(160900, 66, 16, '14:46.1', 37.18475353638455, 98.26706781222333, 119, 87, 67, 'Male', 64.29870586764817, 1.5654358496613257, 0.11785160394353432, 32, 26.238057621265746, 97.66666666666667, 'Low Risk'),
(160901, 69, 12, '13:46.1', 36.82558137538278, 98.08222193265522, 114, 84, 55, 'Female', 54.971408273879554, 1.8601678933189887, 0.085493627, 30, 15.886659036971347, 94, 'High Risk'),
(160902, 66, 12, '12:46.1', 36.26947869075059, 95.60471562183977, 126, 85, 73, 'Male', 98.14647076021237, 1.9029325879418983, 0.12967775503747375, 41, 27.103656237135514, 98.66666666666667, 'Low Risk'),
(160903, 75, 17, '11:46.1', 36.22333919535619, 96.39078535942892, 127, 72, 48, 'Female', 62.140419127522875, 1.8473443142087365, 0.13448601368157975, 55, 18.208680755697493, 90.33333333333333, 'High Risk'),
(160904, 65, 14, '10:46.1', 36.398460280089594, 99.16392889267821, 131, 81, 87, 'Male', 53.85891499180804, 1.7148412289640427, 0.14597030909003805, 50, 18.315119946064197, 97.66666666666666, 'High Risk'),
(160905, 99, 16, '09:46.1', 36.58057438691394, 99.59171969, 138, 73, 87, 'Male', 86.97413392144192, 1.7842938164370894, 0.11586104870151388, 65, 27.318532864688663, 94.66666666666666, 'High Risk'),
(160906, 90, 18, '08:46.1', 36.464849891892456, 99.42743481699651, 123, 82, 32, 'Male', 79.56915244771407, 1.7518361360065544, 0.12047068776980378, 41, 25.92732854895615, 95.66666666666667, 'Low Risk'),
(160907, 68, 17, '07:46.1', 37.238174755008856, 96.97260392541855, 127, 79, 81, 'Male', 51.69604537899862, 1.777067819176252, 0.1421090528111924, 48, 16.37002404177563, 95, 'High Risk'),
(160908, 66, 13, '06:46.1', 37.03725457504305, 96.14816819, 111, 80, 80, 'Female', 91.53433350606598, 1.5537475823404532, 0.10378356099298074, 31, 37.916050399217184, 90.33333333333333, 'High Risk'),
(160909, 67, 13, '05:46.1', 37.35759933521565, 97.59800025527424, 122, 73, 30, 'Male', 54.816468754121985, 1.7749028983981483, 0.064344547, 49, 17.40050521, 89.33333333333333, 'High Risk'),
(160910, 87, 18, '04:46.1', 36.78134165997627, 96.72909469, 117, 73, 67, 'Male', 77.82546463364727, 1.772814292447842, 0.12796276434471207, 44, 24.762542474990948, 87.66666666666667, 'Low Risk'),
(160911, 86, 16, '03:46.1', 36.068566497482536, 98.67934594835447, 121, 72, 60, 'Male', 95.19925565875046, 1.710696166, 0.1278414863030428, 49, 32.53027903051578, 88.33333333333333, 'High Risk'),
(160912, 89, 18, '02:46.1', 37.46524836679072, 96.67637847, 121, 76, 46, 'Male', 72.0866225, 1.9823886587325075, 0.10141616577426618, 45, 18.343283109498227, 91, 'High Risk'),
(160913, 69, 15, '01:46.1', 37.326948696125235, 99.62424349, 139, 73, 68, 'Female', 67.66607439236137, 1.568305929618776, 0.10455360463152813, 66, 27.511192321121438, 95, 'Low Risk'),
(160914, 68, 12, '00:46.1', 36.35348942512139, 98.35445255976916, 116, 81, 34, 'Male', 66.25132910245853, 1.7495185693919404, 0.10896954742409956, 35, 21.644994630505476, 92.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(160915, 63, 18, '59:46.1', 36.07728125893609, 95.83460671541451, 116, 87, 76, 'Female', 61.001835681861195, 1.8540487101506178, 0.143672583, 29, 17.746006013167044, 96.66666666666667, 'High Risk'),
(160916, 60, 15, '58:46.1', 37.21321245626422, 98.71747093705804, 137, 73, 86, 'Male', 96.07679989152348, 1.9249098549651986, 0.11875920395823325, 64, 25.92971464, 94.33333333333333, 'Low Risk'),
(160917, 83, 15, '57:46.1', 36.33009538100334, 95.82931127895405, 135, 80, 21, 'Male', 87.41007853090079, 1.7802824505239263, 0.13622538447692875, 55, 27.579328575180206, 98.33333333333333, 'Low Risk'),
(160918, 90, 18, '56:46.1', 36.814694276797724, 95.44664833230284, 129, 82, 83, 'Male', 66.90709717339634, 1.9363868766704087, 0.097866334, 47, 17.843823823089522, 97.66666666666667, 'High Risk'),
(160919, 94, 14, '55:46.1', 36.18840451800468, 96.78221602498142, 111, 71, 40, 'Male', 78.99985303751036, 1.5500027236600011, 0.10665354375134295, 40, 32.882237419837054, 84.33333333333333, 'High Risk'),
(160920, 66, 13, '54:46.1', 37.19052246292613, 95.50274294, 110, 86, 47, 'Female', 84.10363224118343, 1.797760560140577, 0.053079328089618696, 24, 26.022622125126478, 94, 'Low Risk'),
(160921, 96, 17, '53:46.1', 36.65937796, 97.98425827407375, 128, 78, 57, 'Male', 51.22013699467169, 1.8195124232459947, 0.13348269309307204, 50, 15.47143814, 94.66666666666666, 'High Risk'),
(160922, 94, 19, '52:46.1', 36.170560882959016, 96.18873488926317, 120, 86, 57, 'Female', 76.28010160054693, 1.9446805983834807, 0.08784201, 34, 20.170408791054825, 97.33333333333333, 'High Risk'),
(160923, 95, 15, '51:46.1', 36.909132315107264, 96.23664468, 116, 89, 29, 'Female', 93.48717761756896, 1.6458184188723723, 0.082182383, 27, 34.513437120968106, 98, 'High Risk'),
(160924, 62, 18, '50:46.1', 37.13750330518077, 98.24344098478406, 118, 72, 42, 'Female', 85.86796374, 1.699326885685656, 0.073091619, 46, 29.735641149451382, 87.33333333333333, 'Low Risk'),
(160925, 82, 13, '49:46.1', 36.04843056719112, 99.70491451, 110, 79, 38, 'Female', 79.13029118127379, 1.573540295371736, 0.12526038706465362, 31, 31.95854702296894, 89.33333333333333, 'High Risk'),
(160926, 74, 13, '48:46.1', 36.99075362588012, 98.46328258733375, 114, 84, 51, 'Female', 67.26376601682924, 1.8477006382388055, 0.053513847525363624, 30, 19.702346908597107, 94, 'Low Risk'),
(160927, 91, 12, '47:46.1', 36.67491909, 97.12703347275979, 119, 74, 60, 'Female', 91.01832933156246, 1.9918795955839532, 0.10941810057993687, 45, 22.940490211377313, 89, 'High Risk'),
(160928, 78, 13, '46:46.1', 36.63817642308658, 96.84605304217848, 112, 77, 60, 'Female', 98.46711668963775, 1.9578517253593333, 0.054796875, 35, 25.688078802105746, 88.66666666666667, 'Low Risk'),
(160929, 74, 16, '45:46.1', 36.70729618006328, 98.54922334960138, 129, 74, 78, 'Female', 67.96556559470379, 1.8234003161548933, 0.1364412464826471, 55, 20.442070598321635, 92.33333333333333, 'Low Risk'),
(160930, 86, 16, '44:46.1', 37.399192563933326, 98.92270428712365, 116, 80, 69, 'Female', 65.50702088502857, 1.6339797461260932, 0.057202948, 36, 24.53547731493076, 92, 'Low Risk'),
(160931, 66, 14, '43:46.1', 37.252549325756526, 99.47186765767049, 111, 72, 75, 'Female', 79.26506114266175, 1.5217455149196468, 0.099590824, 39, 34.229277959408684, 85, 'High Risk'),
(160932, 61, 13, '42:46.1', 37.48030349375674, 96.24859690514286, 110, 79, 23, 'Female', 87.09213330525051, 1.699920018067004, 0.052052018, 31, 30.13852212426483, 89.33333333333333, 'High Risk'),
(160933, 71, 19, '41:46.1', 36.28725657284688, 98.38812371399834, 129, 72, 35, 'Male', 80.19184281342424, 1.768782181207245, 0.14877470954247612, 57, 25.631940408894202, 91, 'Low Risk'),
(160934, 81, 17, '40:46.1', 36.133016701010426, 98.21801731100008, 113, 86, 89, 'Male', 77.53735595761049, 1.854265553197826, 0.074929417, 27, 22.551068618145045, 95, 'Low Risk'),
(160935, 97, 13, '39:46.1', 36.15147789010783, 95.75121565932952, 116, 87, 49, 'Male', 95.89349614514525, 1.7217100133882206, 0.14030707048129937, 29, 32.34961691243456, 96.66666666666667, 'High Risk'),
(160936, 70, 17, '38:46.1', 37.22016408301085, 97.07742579441536, 121, 79, 29, 'Male', 77.42128232792814, 1.5229576478236906, 0.14868575739691878, 42, 33.37987515129307, 93, 'High Risk'),
(160937, 88, 18, '37:46.1', 36.15295598952381, 96.43691206522014, 112, 85, 21, 'Female', 88.55519417876184, 1.8139183614564076, 0.1281232263457703, 27, 26.91401968473542, 94, 'Low Risk'),
(160938, 94, 14, '36:46.1', 36.00618689942199, 96.44783182299425, 111, 88, 73, 'Female', 88.01554826587014, 1.512388422288871, 0.056693378, 23, 38.47979152688658, 95.66666666666667, 'High Risk'),
(160939, 78, 19, '35:46.1', 36.478032626396164, 99.70175932536114, 128, 80, 87, 'Female', 98.45791375140121, 1.7436600060506338, 0.085475088, 48, 32.383740929112925, 96, 'High Risk'),
(160940, 73, 15, '34:46.1', 36.77265424793678, 97.69619763001474, 128, 84, 60, 'Female', 98.98947205190152, 1.5481656410560232, 0.091111626, 44, 41.30039054, 98.66666666666667, 'High Risk'),
(160941, 65, 19, '33:46.1', 37.44383395581916, 98.30560484790028, 116, 85, 37, 'Male', 96.06823977, 1.783407493696033, 0.10218970927160269, 31, 30.204987404931543, 95.33333333333333, 'High Risk'),
(160942, 67, 18, '32:46.1', 36.295515785324895, 96.42224377317612, 139, 87, 50, 'Male', 88.62464530536357, 1.5330540250064089, 0.083209944, 52, 37.70852896605797, 104.33333333333333, 'High Risk'),
(160943, 97, 12, '31:46.1', 37.45838405775404, 95.29334024210999, 116, 79, 79, 'Male', 88.68987257076077, 1.5049571798940633, 0.10095698034543943, 37, 39.15847267756687, 91.33333333333333, 'High Risk'),
(160944, 64, 12, '30:46.1', 36.32466255, 97.30672820614204, 128, 87, 80, 'Female', 57.16689889623778, 1.565717215322989, 0.11097627640098351, 41, 23.31943266967866, 100.66666666666667, 'Low Risk'),
(160945, 97, 15, '29:46.1', 36.244728840972286, 98.40626894362967, 125, 84, 50, 'Female', 71.67389668514213, 1.7429908815717041, 0.11176447996143883, 41, 23.59232738140193, 97.66666666666667, 'High Risk'),
(160946, 71, 18, '28:46.1', 36.319434018451425, 96.28665335, 113, 82, 25, 'Male', 54.23797572336796, 1.654769902838237, 0.057105203430033905, 31, 19.807435290051874, 92.33333333333333, 'Low Risk'),
(160947, 61, 16, '27:46.1', 37.260076632954686, 95.91667127078765, 139, 74, 23, 'Female', 52.90728762291908, 1.8599166568971834, 0.066617364, 65, 15.294262138333414, 95.66666666666666, 'High Risk'),
(160948, 92, 18, '26:46.1', 36.081597477362386, 98.46567346901872, 116, 71, 69, 'Male', 75.12985037629065, 1.9476997841584638, 0.092560859, 45, 19.804710193660696, 86, 'High Risk'),
(160949, 66, 16, '25:46.1', 36.33889668164181, 96.20053295, 125, 70, 52, 'Male', 74.98136327466355, 1.7762958733620686, 0.055530681, 55, 23.764173724527048, 88.33333333333333, 'Low Risk'),
(160950, 65, 17, '24:46.1', 36.25698467, 99.70097382024233, 136, 89, 22, 'Female', 82.96608087371693, 1.5671627967380959, 0.053392263, 47, 33.780988125033765, 104.66666666666667, 'High Risk'),
(160951, 74, 12, '23:46.1', 37.26859072666784, 98.78812967223483, 132, 72, 63, 'Male', 99.26129617421233, 1.807350056788735, 0.081817913, 60, 30.38752910678352, 92, 'High Risk'),
(160952, 81, 19, '22:46.1', 36.79430113275006, 99.34333042302288, 129, 88, 67, 'Female', 72.65010752, 1.6318542004782808, 0.10707832478698998, 41, 27.28183349, 101.66666666666667, 'Low Risk'),
(160953, 85, 16, '21:46.1', 36.535216896938266, 98.58120250177892, 112, 82, 72, 'Male', 70.19916366272969, 1.5227487625214973, 0.10986403859390781, 30, 30.274391833967368, 92, 'High Risk'),
(160954, 90, 17, '20:46.1', 36.13626911376094, 96.80626942976619, 128, 80, 31, 'Female', 97.60950277176376, 1.9279313790637893, 0.052426788, 48, 26.26086073033876, 96, 'Low Risk'),
(160955, 78, 12, '19:46.1', 37.19258144441667, 96.46831384011567, 130, 81, 76, 'Female', 84.96501785110411, 1.7877028704918319, 0.14371206894879976, 49, 26.58578437206696, 97.33333333333333, 'Low Risk'),
(160956, 97, 12, '18:46.1', 37.45988588795258, 99.51846031812755, 123, 71, 80, 'Male', 81.11989086209437, 1.6235512371193843, 0.12550074872861894, 52, 30.774808546966852, 88.33333333333333, 'High Risk'),
(160957, 75, 14, '17:46.1', 36.53195841021845, 95.73450971895802, 119, 83, 37, 'Female', 92.64805251499598, 1.9451034316296199, 0.14443013494749996, 36, 24.487863438569725, 95, 'Low Risk'),
(160958, 72, 12, '16:46.1', 36.4590533, 95.20439756258469, 128, 89, 66, 'Male', 97.32506654, 1.7980007253436814, 0.096762101, 39, 30.105440359938502, 102, 'High Risk'),
(160959, 67, 17, '15:46.1', 36.99905817229406, 98.07091144, 117, 86, 65, 'Female', 85.09637512466954, 1.8312861374001215, 0.092869335, 31, 25.374567288523952, 96.33333333333333, 'Low Risk'),
(160960, 79, 15, '14:46.1', 36.60508054341352, 95.95279467550031, 127, 85, 45, 'Male', 80.29672213304448, 1.6924134803464312, 0.13618969311319318, 42, 28.033986838153144, 99, 'Low Risk'),
(160961, 63, 18, '13:46.1', 36.10864223420151, 96.28250123154001, 119, 74, 30, 'Male', 69.10785757724932, 1.969252238604106, 0.13175590076594235, 45, 17.820698961049477, 89, 'High Risk'),
(160962, 83, 16, '12:46.1', 36.31975627986266, 97.33223084567943, 135, 73, 58, 'Female', 98.88705650711753, 1.6360886601184177, 0.14274819224307816, 62, 36.94245736, 93.66666666666666, 'High Risk'),
(160963, 99, 15, '11:46.1', 36.969518111247794, 97.8103694, 129, 76, 28, 'Female', 61.07580549345457, 1.6961672202961413, 0.12488011601651769, 53, 21.229114115481018, 93.66666666666666, 'High Risk'),
(160964, 63, 13, '10:46.1', 37.36643723700787, 98.32359797355163, 135, 81, 36, 'Male', 96.10356613389246, 1.7965885278998663, 0.14024051874814492, 54, 29.774347932711777, 99, 'Low Risk'),
(160965, 85, 16, '09:46.1', 37.46160776053357, 97.49959701061145, 111, 86, 66, 'Male', 75.66289373879474, 1.735907062625097, 0.10736387402480854, 25, 25.10903411260848, 94.33333333333333, 'Low Risk'),
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(161140, 71, 19, '14:46.1', 37.01330503684642, 98.93220130202845, 115, 81, 76, 'Female', 60.887774121454754, 1.9659785107632273, 0.11567166197173355, 34, 15.753337045927804, 92.33333333333333, 'High Risk'),
(161141, 70, 16, '13:46.1', 36.34991952804174, 99.87918376648055, 130, 77, 82, 'Female', 99.98022098975096, 1.5131878807727577, 0.11483038441100836, 53, 43.66448916522269, 94.66666666666666, 'High Risk'),
(161142, 98, 19, '12:46.1', 36.23402709174224, 98.63803069853122, 124, 88, 70, 'Female', 97.60135925194643, 1.5577083739227904, 0.078519601, 36, 40.22384262, 100, 'High Risk'),
(161143, 82, 14, '11:46.1', 36.30862189410184, 98.76800650672511, 115, 72, 52, 'Female', 55.61857446220166, 1.5195296046848878, 0.096887427, 43, 24.088043229034366, 86.33333333333333, 'Low Risk'),
(161144, 95, 19, '10:46.1', 36.11948363602674, 96.81148623267521, 116, 79, 63, 'Female', 89.71467794228289, 1.587120469920828, 0.088008587, 37, 35.61588303744952, 91.33333333333333, 'High Risk'),
(161145, 76, 15, '09:46.1', 36.08985202753008, 97.98462375583526, 125, 83, 63, 'Male', 78.79231462851862, 1.7123702804189775, 0.059074804, 42, 26.87128871974928, 97, 'Low Risk'),
(161146, 66, 14, '08:46.1', 36.961947523342445, 99.83782500209628, 110, 78, 60, 'Female', 57.52067671479451, 1.8392103606278474, 0.10603071921786882, 32, 17.004394707473327, 88.66666666666667, 'High Risk'),
(161147, 65, 13, '07:46.1', 37.04448097514926, 95.44645946, 136, 78, 59, 'Female', 95.27218276517598, 1.5748484477746565, 0.1372466437898474, 58, 38.41391596206362, 97.33333333333333, 'High Risk'),
(161148, 77, 14, '06:46.1', 37.02082812279949, 98.74716557249488, 134, 71, 43, 'Female', 83.87673232541248, 1.7334264102757986, 0.13920272079879636, 63, 27.914553434621247, 92, 'Low Risk'),
(161149, 68, 18, '05:46.1', 36.64058064374711, 95.38478479004667, 111, 82, 81, 'Female', 57.18610846501168, 1.7365831523666697, 0.10194915248255781, 29, 18.962665183584104, 91.66666666666667, 'Low Risk'),
(161150, 94, 14, '04:46.1', 37.36434684697076, 97.63506001628028, 138, 79, 54, 'Female', 83.33282841329473, 1.7605400546115935, 0.11343862271174389, 59, 26.885882850372774, 98.66666666666666, 'High Risk'),
(161151, 97, 16, '03:46.1', 37.477260215988366, 96.34955358245914, 139, 70, 19, 'Female', 86.10896246799467, 1.9050759190117852, 0.063342479, 69, 23.725959331628843, 93, 'High Risk'),
(161152, 69, 17, '02:46.1', 36.76759211498086, 96.47097161, 128, 75, 80, 'Female', 67.28016905668134, 1.7701473843899438, 0.11316695051663901, 53, 21.47178840163725, 92.66666666666666, 'Low Risk'),
(161153, 84, 17, '01:46.1', 36.65307920285402, 98.46377051, 124, 75, 42, 'Male', 82.39968763694506, 1.7878333490343807, 0.1384212956308798, 49, 25.779322362132493, 91.33333333333333, 'Low Risk'),
(161154, 95, 19, '00:46.1', 36.510169012335936, 99.89988752980112, 111, 86, 42, 'Female', 57.18846106839969, 1.6932828335458676, 0.056804405, 25, 19.945705338833733, 94.33333333333333, 'High Risk'),
(161155, 78, 12, '59:46.1', 36.993490313822385, 95.04617889062966, 117, 80, 51, 'Female', 60.29501176340835, 1.5462956211141052, 0.12934339709107787, 37, 25.217169184149792, 92.33333333333333, 'Low Risk'),
(161156, 75, 13, '58:46.1', 36.932444315829706, 96.62389253872745, 120, 85, 18, 'Female', 57.72749291572492, 1.9078030863653004, 0.097453477, 35, 15.860453557922776, 96.66666666666667, 'High Risk'),
(161157, 67, 12, '57:46.1', 36.83885971805505, 95.10888271, 124, 81, 40, 'Male', 72.45011599605921, 1.9026837336283513, 0.11855991024509067, 43, 20.012708724180435, 95.33333333333333, 'Low Risk'),
(161158, 95, 18, '56:46.1', 36.29851715396264, 96.42560794704953, 130, 73, 25, 'Male', 91.10459565961499, 1.551641624536718, 0.12811197602693417, 57, 37.840550159210636, 92, 'High Risk'),
(161159, 85, 19, '55:46.1', 36.74134693297089, 99.27570063101689, 113, 73, 68, 'Female', 80.60211905932223, 1.5832189905161964, 0.054909401954840446, 40, 32.15618204369029, 86.33333333333333, 'High Risk'),
(161160, 85, 15, '54:46.1', 37.178508183802805, 97.48149543, 114, 82, 33, 'Female', 90.37609553965476, 1.5919589746862148, 0.097002543, 32, 35.66069734820835, 92.66666666666667, 'High Risk'),
(161161, 84, 12, '53:46.1', 36.146050309061124, 95.62428342948267, 120, 85, 56, 'Female', 56.02919714521894, 1.8407373403099232, 0.14870056355018374, 35, 16.536011087702438, 96.66666666666667, 'High Risk'),
(161162, 80, 13, '52:46.1', 36.43086594093854, 98.21683269038026, 137, 79, 43, 'Male', 53.45121319892652, 1.811787472309447, 0.071870639, 58, 16.283323917698173, 98.33333333333333, 'High Risk'),
(161163, 88, 12, '51:46.1', 36.88508037731609, 99.49459849273387, 114, 70, 55, 'Female', 74.26944695696929, 1.6716907418411018, 0.078710936, 44, 26.576532410718297, 84.66666666666667, 'Low Risk'),
(161164, 97, 18, '50:46.1', 36.672800981362606, 96.14294789831033, 112, 72, 37, 'Female', 84.02381019263741, 1.940046269206718, 0.12059339077447853, 40, 22.324317776162562, 85.33333333333333, 'High Risk'),
(161165, 99, 13, '49:46.1', 37.34735416460274, 98.51811203604048, 115, 88, 64, 'Female', 50.83034184412968, 1.9171892421584547, 0.10023071472298214, 27, 13.829072824715974, 97, 'High Risk'),
(161166, 81, 19, '48:46.1', 37.10273349580881, 95.43016439, 112, 84, 65, 'Female', 94.33196035, 1.5890265770692515, 0.14631232981261594, 28, 37.35911139292434, 93.33333333333333, 'High Risk'),
(161167, 62, 18, '47:46.1', 36.87669962584491, 97.71397672040203, 123, 83, 51, 'Male', 75.91569694345907, 1.8812573667089538, 0.14205969377242134, 40, 21.450388200518002, 96.33333333333333, 'Low Risk'),
(161168, 98, 17, '46:46.1', 36.526905198168535, 96.60922201400658, 124, 70, 33, 'Male', 52.22007627322522, 1.5382252018064668, 0.1396584173971056, 54, 22.069762366579717, 88, 'High Risk'),
(161169, 61, 14, '45:46.1', 37.184374635001504, 99.49360817512344, 135, 73, 53, 'Female', 82.31305529694299, 1.8741054351896385, 0.12092669133135324, 62, 23.43584849425323, 93.66666666666666, 'Low Risk'),
(161170, 62, 13, '44:46.1', 37.083816043711025, 98.18095125, 113, 77, 21, 'Female', 88.39398118, 1.923398738711559, 0.14746024433260407, 36, 23.893734888270544, 89, 'Low Risk'),
(161171, 98, 18, '43:46.1', 36.76567241036103, 99.82494247064542, 128, 72, 47, 'Male', 60.29342088, 1.5314788054530866, 0.14736305115580062, 56, 25.706795546773016, 90.66666666666666, 'High Risk'),
(161172, 73, 17, '42:46.1', 36.61044229138933, 98.60926317942314, 131, 80, 48, 'Male', 51.35967214847079, 1.872995555902376, 0.091871322, 51, 14.640258631652495, 97, 'High Risk'),
(161173, 75, 12, '41:46.1', 36.51945837713288, 97.25534073, 125, 84, 37, 'Female', 82.00108466, 1.640974319300268, 0.065493978, 41, 30.452014498779793, 97.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(161174, 67, 19, '40:46.1', 36.88374648850607, 99.19830352489002, 131, 87, 31, 'Male', 63.38842715235813, 1.8668820323703712, 0.069164907, 44, 18.187634751986995, 101.66666666666667, 'High Risk'),
(161175, 96, 16, '39:46.1', 37.28794632798533, 99.36825087079039, 122, 87, 75, 'Male', 52.77645435493579, 1.7183542535590668, 0.099167874, 35, 17.87371403889567, 98.66666666666667, 'High Risk'),
(161176, 79, 19, '38:46.1', 37.12104323977899, 99.09988451986523, 115, 80, 18, 'Male', 84.92119876337276, 1.630625636161627, 0.13660388912944973, 35, 31.937990278600175, 91.66666666666667, 'High Risk'),
(161177, 91, 13, '37:46.1', 37.29492509293119, 96.45240922, 135, 75, 45, 'Male', 87.96950394810108, 1.5546555134767592, 0.14833671901529116, 60, 36.396850118006604, 95, 'High Risk'),
(161178, 90, 19, '36:46.1', 36.24502188976916, 99.84257006369184, 114, 80, 18, 'Male', 99.87531425914617, 1.8780828459841763, 0.11760698346521527, 34, 28.315788966815457, 91.33333333333333, 'Low Risk'),
(161179, 70, 13, '35:46.1', 36.55174248317081, 98.73629668937294, 136, 70, 36, 'Female', 83.56299727057967, 1.8211748242220747, 0.072136889, 66, 25.194789428350667, 92, 'Low Risk'),
(161180, 72, 14, '34:46.1', 37.28620295251244, 98.85186035, 128, 79, 40, 'Male', 82.01147106901593, 1.9806577798712421, 0.13556042554820558, 49, 20.905266761472195, 95.33333333333333, 'Low Risk'),
(161181, 99, 15, '33:46.1', 36.91812826123087, 99.95941228472157, 135, 86, 81, 'Female', 62.764655398160585, 1.5866820115643245, 0.1377585497918679, 49, 24.93075050412644, 102.33333333333333, 'High Risk'),
(161182, 75, 19, '32:46.1', 36.99472819294745, 98.6421743, 119, 74, 39, 'Female', 67.62658855650659, 1.7013426168508365, 0.13142544430005138, 45, 23.36328562010426, 89, 'Low Risk'),
(161183, 81, 15, '31:46.1', 36.79138779980748, 99.29793953, 111, 86, 62, 'Female', 52.13628135934614, 1.7901247158686424, 0.09444237, 25, 16.269472571537488, 94.33333333333333, 'High Risk'),
(161184, 63, 19, '30:46.1', 37.199879449024984, 96.57980751983791, 131, 71, 54, 'Female', 93.34157648955684, 1.8668176651672426, 0.085492947, 60, 26.783746627625877, 91, 'Low Risk'),
(161185, 76, 14, '29:46.1', 36.598393529183205, 98.80673760010153, 134, 74, 58, 'Male', 93.38530390697153, 1.5253391356711485, 0.10014124093724591, 60, 40.13707410021787, 94, 'High Risk'),
(161186, 72, 12, '28:46.1', 37.39045281506482, 96.11535755503756, 118, 89, 19, 'Male', 94.24681296913164, 1.7559935118242072, 0.12096943526581828, 29, 30.56475080256097, 98.66666666666667, 'High Risk'),
(161187, 61, 15, '27:46.1', 37.25209260551961, 97.54964743920875, 134, 86, 88, 'Female', 64.09690806957343, 1.6251016552504234, 0.071152954, 48, 24.270348645327594, 102, 'Low Risk'),
(161188, 64, 14, '26:46.1', 37.090750421451745, 95.46653454685813, 126, 82, 86, 'Female', 75.02330801775128, 1.8251385690884625, 0.085617907, 44, 22.521873983275974, 96.66666666666667, 'Low Risk'),
(161189, 61, 18, '25:46.1', 36.03986906802191, 96.15365110312824, 139, 76, 29, 'Male', 98.17271918460233, 1.5071255480136663, 0.1486250937117591, 63, 43.220715938048016, 97, 'High Risk'),
(161190, 94, 13, '24:46.1', 36.01624528976559, 98.02872073102438, 123, 72, 86, 'Female', 79.17514198862665, 1.7817372780662089, 0.12196485996748462, 51, 24.940291077493924, 89, 'High Risk'),
(161191, 88, 14, '23:46.1', 36.88630625459236, 95.35047282574064, 126, 87, 62, 'Female', 78.98699560622987, 1.7747174278310802, 0.12992365554140545, 39, 25.078246498806493, 100, 'Low Risk'),
(161192, 89, 17, '22:46.1', 36.53374157, 99.55865781453315, 125, 78, 51, 'Female', 92.06382810990996, 1.9752041371595603, 0.090422094, 47, 23.59744900304919, 93.66666666666667, 'Low Risk'),
(161193, 68, 14, '21:46.1', 37.250055312234394, 97.97018006492738, 111, 87, 39, 'Male', 63.07083911129249, 1.5435913620185864, 0.05562593, 24, 26.470608802586366, 95, 'Low Risk'),
(161194, 91, 15, '20:46.1', 36.63720512444021, 97.8326889, 110, 84, 31, 'Male', 99.56139198239973, 1.8769715184165965, 0.11820780903001041, 26, 28.260223664460927, 92.66666666666667, 'High Risk'),
(161195, 79, 12, '19:46.1', 36.979989357833595, 95.34539985897585, 136, 71, 35, 'Female', 79.63047683865469, 1.640824415716089, 0.073788892, 65, 29.577066432743294, 92.66666666666666, 'Low Risk'),
(161196, 74, 19, '18:46.1', 36.2557618, 98.83924437750805, 128, 76, 60, 'Male', 86.59939526852526, 1.8537306701587812, 0.052257367, 52, 25.201221322526187, 93.33333333333333, 'Low Risk'),
(161197, 71, 19, '17:46.1', 36.01316097616018, 98.68880828515003, 113, 87, 34, 'Female', 75.41171725067548, 1.5791064293358894, 0.12376961913168451, 26, 30.242384240655827, 95.66666666666667, 'High Risk'),
(161198, 71, 12, '16:46.1', 36.64995271538348, 95.84751636485053, 132, 72, 64, 'Female', 82.66349950462008, 1.9014152807649198, 0.07316861, 60, 22.864400949774637, 92, 'Low Risk'),
(161199, 62, 18, '15:46.1', 37.142784218457805, 96.00144230701576, 139, 71, 43, 'Female', 60.536031811859466, 1.5283326305325045, 0.066886836, 68, 25.91660908298987, 93.66666666666666, 'Low Risk'),
(161200, 85, 12, '14:46.1', 36.64768194552109, 97.00891146953323, 123, 84, 43, 'Male', 70.96228892432427, 1.5126335861913012, 0.12432028316019073, 39, 31.01416814718365, 97, 'High Risk'),
(161201, 66, 14, '13:46.1', 36.86392622025318, 95.37256045497948, 137, 89, 69, 'Female', 73.32442438268004, 1.537528444944281, 0.11707057950625756, 48, 31.017182403217575, 105, 'High Risk'),
(161202, 64, 19, '12:46.1', 36.67058668382818, 98.13954458, 118, 77, 18, 'Male', 66.82929630469307, 1.5213665778945642, 0.077869934, 41, 28.873480992653683, 90.66666666666667, 'Low Risk'),
(161203, 67, 14, '11:46.1', 36.17698668099393, 98.95181088795036, 129, 77, 26, 'Female', 76.38453112954801, 1.8789585547801473, 0.1001545612746936, 52, 21.63570322718863, 94.33333333333333, 'Low Risk'),
(161204, 83, 12, '10:46.1', 36.36282291, 96.17984150104182, 122, 80, 50, 'Female', 76.78581528243109, 1.9066081257807646, 0.089352352, 42, 21.123122641883977, 94, 'Low Risk'),
(161205, 71, 18, '09:46.1', 36.31760521758354, 97.46011507234631, 128, 70, 28, 'Male', 93.41534921843534, 1.7194117873940196, 0.063461229, 58, 31.597916148016186, 89.33333333333333, 'High Risk'),
(161206, 75, 19, '08:46.1', 36.160252920022494, 99.18985229328219, 131, 78, 74, 'Female', 94.36078403491246, 1.6170929809005605, 0.1458130957298493, 53, 36.08457184919645, 95.66666666666666, 'High Risk'),
(161207, 76, 14, '07:46.1', 37.26444341831075, 95.59143809198048, 136, 73, 32, 'Female', 70.03531608528849, 1.6322503881688175, 0.14378120915144352, 63, 26.287151732524368, 94, 'Low Risk'),
(161208, 90, 15, '06:46.1', 37.313694906928006, 98.11941373198914, 129, 89, 60, 'Female', 77.81589156798196, 1.9273064889262286, 0.1338215286100897, 40, 20.949165633137866, 102.33333333333333, 'Low Risk'),
(161209, 73, 16, '05:46.1', 36.52304649298161, 95.03741168790432, 131, 74, 55, 'Male', 59.50617509582871, 1.6916727475322828, 0.14531679845962042, 57, 20.79358298106461, 93, 'Low Risk'),
(161210, 85, 15, '04:46.1', 37.17046208966319, 98.74044463250785, 113, 84, 61, 'Female', 94.41923666354661, 1.7344483558304162, 0.065810155, 29, 31.386127815566795, 93.66666666666667, 'High Risk'),
(161211, 90, 17, '03:46.1', 36.107508122359775, 98.09372413, 118, 79, 23, 'Male', 69.18739596688079, 1.7814269940510339, 0.1094842066494699, 39, 21.801728517991435, 92, 'Low Risk'),
(161212, 72, 12, '02:46.1', 37.381961979529315, 99.22774928754245, 120, 87, 72, 'Male', 97.48919500895674, 1.7741393002388546, 0.089814416, 33, 30.972841607879925, 98, 'High Risk'),
(161213, 88, 19, '01:46.1', 37.218985716273465, 95.70032226431914, 131, 80, 25, 'Male', 53.07037513933658, 1.8645964415334628, 0.060143687, 51, 15.264495507777644, 97, 'High Risk'),
(161214, 85, 14, '00:46.1', 36.42308918, 95.35041589, 124, 70, 46, 'Female', 62.734027072012516, 1.7196211542838153, 0.13186922305795812, 54, 21.214734887274705, 88, 'Low Risk'),
(161215, 61, 17, '59:46.1', 37.21862329747859, 96.20579838, 134, 86, 89, 'Female', 56.68929705, 1.9753514673575414, 0.056091531, 48, 14.528216833088248, 102, 'High Risk'),
(161216, 82, 18, '58:46.1', 36.676791231118344, 99.49266014, 112, 83, 42, 'Male', 90.22116648682439, 1.5044375967815025, 0.12694589574453294, 29, 39.86209148679569, 92.66666666666667, 'High Risk'),
(161217, 91, 15, '57:46.1', 36.54130745276479, 95.47108547168025, 113, 82, 45, 'Female', 80.84613080549883, 1.825149306279759, 0.050672624, 31, 24.269590276993828, 92.33333333333333, 'High Risk'),
(161218, 96, 13, '56:46.1', 36.23816876, 99.83223248362667, 130, 82, 57, 'Female', 59.284354256529696, 1.5642130292925793, 0.1269016956689405, 48, 24.22971443082907, 98, 'High Risk'),
(161219, 71, 19, '55:46.1', 37.10541220964815, 96.36492718744014, 132, 83, 25, 'Male', 57.70174609569147, 1.7996089563980007, 0.069638185, 49, 17.816921378524633, 99.33333333333333, 'High Risk'),
(161220, 91, 13, '54:46.1', 37.094988404134185, 98.04771099589998, 128, 88, 67, 'Male', 75.0216207, 1.6479667581543587, 0.13289949259112938, 40, 27.624189705616338, 101.33333333333333, 'High Risk'),
(161221, 72, 14, '53:46.1', 37.09393782735464, 99.32077792578201, 126, 72, 80, 'Male', 79.63207443780587, 1.9771873078119249, 0.052811789, 54, 20.370064376165676, 90, 'Low Risk'),
(161222, 92, 15, '52:46.1', 36.65021983229838, 98.04347701441591, 125, 72, 45, 'Male', 95.42724926747653, 1.7986112462997474, 0.11494006815798949, 53, 29.49835487469245, 89.66666666666666, 'High Risk'),
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(161397, 69, 15, '57:46.1', 36.52250616113492, 95.06555735990788, 128, 86, 67, 'Female', 71.87585385780312, 1.6419499934226482, 0.13510282329805284, 42, 26.66018534830594, 100, 'Low Risk'),
(161398, 60, 17, '56:46.1', 36.98723438531152, 96.39934682, 115, 75, 27, 'Female', 63.78519640872231, 1.8790065927303463, 0.13951542745154957, 40, 18.066053391659192, 88.33333333333333, 'High Risk'),
(161399, 77, 15, '55:46.1', 36.44119465075522, 97.73337137944971, 128, 77, 19, 'Female', 78.35423739418314, 1.6458653109329175, 0.084599965, 51, 28.92503574, 94, 'Low Risk'),
(161400, 82, 16, '54:46.1', 36.804376578598934, 98.49228802, 125, 85, 30, 'Female', 53.38006119110668, 1.5129462285433197, 0.14271497711801262, 40, 23.320189819268176, 98.33333333333333, 'Low Risk'),
(161401, 87, 19, '53:46.1', 36.374827768245574, 97.71820834059811, 131, 86, 81, 'Male', 71.00503891364318, 1.871213059, 0.060703823, 45, 20.278820468255137, 101, 'Low Risk'),
(161402, 94, 16, '52:46.1', 37.02593544621083, 97.66583767572094, 126, 74, 44, 'Male', 85.31062380878444, 1.9306859504125933, 0.14020758302722813, 52, 22.886524421991474, 91.33333333333333, 'High Risk'),
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(161406, 85, 14, '48:46.1', 36.95661186, 99.03756499270489, 124, 85, 73, 'Male', 54.486349049550185, 1.7523014838639088, 0.14924076498933608, 39, 17.744756770224097, 98, 'High Risk'),
(161407, 63, 12, '47:46.1', 36.23570246, 99.10790136210697, 120, 70, 66, 'Male', 66.53650942133815, 1.6050401687809297, 0.051915374117560656, 50, 25.827846814742497, 86.66666666666666, 'Low Risk'),
(161408, 88, 13, '46:46.1', 37.26700890055343, 97.70205019, 139, 84, 65, 'Female', 75.33828534047177, 1.948969056346227, 0.12752485541435915, 55, 19.833796084791423, 102.33333333333333, 'Low Risk'),
(161409, 84, 13, '45:46.1', 36.66588781168057, 96.73941454497749, 133, 75, 45, 'Male', 64.58102836805892, 1.6400021845755246, 0.05768299, 58, 24.01132373476348, 94.33333333333333, 'Low Risk'),
(161410, 82, 15, '44:46.1', 36.00433481, 95.28757545559125, 121, 72, 27, 'Female', 99.80933495670041, 1.5659061107585166, 0.1384046513153108, 49, 40.704246909372735, 88.33333333333333, 'High Risk'),
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(161412, 75, 16, '42:46.1', 36.28169977943219, 99.18471895, 117, 70, 81, 'Male', 58.59066796439677, 1.9597630054873072, 0.073378504, 47, 15.25532059101847, 85.66666666666667, 'High Risk'),
(161413, 66, 18, '41:46.1', 36.06260262850904, 99.1284925, 135, 84, 41, 'Male', 52.189000602658616, 1.7425533546633005, 0.07584851, 51, 17.18726651377176, 101, 'High Risk'),
(161414, 99, 17, '40:46.1', 36.58604096, 99.45109432092629, 113, 72, 24, 'Male', 54.13364011422261, 1.936502277576591, 0.11421601748653146, 41, 14.435479262345988, 85.66666666666667, 'High Risk'),
(161415, 68, 15, '39:46.1', 36.19993274678674, 95.23411175288058, 133, 83, 27, 'Male', 90.37818122304512, 1.5093085876695085, 0.092974866, 50, 39.67413904977133, 99.66666666666666, 'High Risk'),
(161416, 74, 17, '38:46.1', 37.147944940457734, 96.34088650761528, 139, 75, 20, 'Female', 98.04902653175824, 1.8846465483182988, 0.061332742, 64, 27.604727180678314, 96.33333333333333, 'Low Risk'),
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(161419, 91, 13, '35:46.1', 37.36544644872586, 99.40575429544984, 135, 77, 82, 'Female', 93.39900988, 1.520715300328817, 0.05642803, 58, 40.38745073684156, 96.33333333333333, 'High Risk'),
(161420, 88, 16, '34:46.1', 37.31818799794933, 99.31984353, 114, 82, 29, 'Female', 95.11513910359382, 1.8391549207618572, 0.10787019063349015, 32, 28.119851344204154, 92.66666666666667, 'Low Risk'),
(161421, 90, 15, '33:46.1', 36.19981920934696, 95.37972031288488, 119, 86, 25, 'Female', 53.00344748297011, 1.5178978383925177, 0.081634999, 33, 23.004830259009584, 97, 'Low Risk'),
(161422, 76, 13, '32:46.1', 36.26633696644465, 95.00855430148764, 126, 77, 54, 'Male', 59.131276141412066, 1.6333603919337565, 0.1486661173900375, 49, 22.164258765193747, 93.33333333333333, 'Low Risk'),
(161423, 61, 14, '31:46.1', 36.61854263122687, 95.42933786314715, 134, 84, 78, 'Female', 70.30384960178712, 1.6256308426026735, 0.13487102697148035, 50, 26.603283669348915, 100.66666666666666, 'Low Risk'),
(161424, 66, 12, '30:46.1', 37.24664650117536, 95.42392034482998, 117, 76, 33, 'Male', 62.06983825597989, 1.6112176213802947, 0.10974869834730883, 41, 23.90959433836374, 89.66666666666667, 'Low Risk'),
(161425, 83, 12, '29:46.1', 36.15055388581109, 95.78521600652229, 115, 83, 18, 'Male', 78.60236732037573, 1.5832848521991794, 0.10115402867192605, 32, 31.35577306939159, 93.66666666666667, 'High Risk'),
(161426, 76, 19, '28:46.1', 37.01334817780667, 97.46063895784594, 113, 79, 23, 'Female', 61.326556449119295, 1.767535440353943, 0.056038702, 34, 19.629639252124978, 90.33333333333333, 'Low Risk'),
(161427, 86, 15, '27:46.1', 36.67856079485719, 98.19361203802993, 137, 80, 23, 'Female', 95.36667119, 1.705336092005208, 0.14144422529549444, 57, 32.792660771598875, 99, 'High Risk'),
(161428, 86, 16, '26:46.1', 36.91259641054552, 97.41205877683812, 127, 74, 66, 'Male', 50.83659689073779, 1.8723355263156904, 0.068716859, 53, 14.501372703782586, 91.66666666666666, 'High Risk'),
(161429, 99, 12, '25:46.1', 36.78828820304322, 99.60789584395987, 114, 72, 60, 'Male', 70.03090785642111, 1.9587095321106933, 0.14694520434717012, 42, 18.25364847657091, 86, 'High Risk'),
(161430, 66, 16, '24:46.1', 37.04054325, 98.4590297, 133, 70, 41, 'Male', 91.06515202214743, 1.5287052513108494, 0.12277342121890313, 63, 38.96769363, 91, 'High Risk'),
(161431, 79, 16, '23:46.1', 37.068202198656095, 98.74077029722928, 123, 87, 24, 'Female', 93.53294447002371, 1.8708599920073268, 0.059214041752448036, 36, 26.722804277314626, 99, 'Low Risk'),
(161432, 92, 12, '22:46.1', 37.15269430079658, 97.58422103924177, 138, 71, 23, 'Female', 63.36941755529847, 1.583444783063685, 0.13613374054554334, 67, 25.273993438198094, 93.33333333333333, 'High Risk'),
(161433, 78, 12, '21:46.1', 37.433245029573506, 95.27593840514604, 117, 71, 52, 'Female', 53.662069429565896, 1.8939320519533898, 0.053722702, 46, 14.960242352439089, 86.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(161435, 74, 15, '19:46.1', 36.98225026027965, 95.36538103528322, 114, 89, 29, 'Female', 56.82342854823539, 1.8068254983356309, 0.10182928034389199, 25, 17.405841023061345, 97.33333333333333, 'High Risk'),
(161436, 63, 12, '18:46.1', 37.49556123798184, 98.60634967167759, 124, 81, 83, 'Male', 69.95003246005646, 1.7327024569584408, 0.081288783, 43, 23.29914251824392, 95.33333333333333, 'Low Risk'),
(161437, 72, 16, '17:46.1', 37.478367077501325, 99.69183436732837, 116, 86, 84, 'Female', 97.92128826320223, 1.7469748664685152, 0.070255785, 30, 32.08513010566333, 96, 'High Risk'),
(161438, 91, 12, '16:46.1', 36.613543711655595, 99.77565793076496, 111, 74, 46, 'Female', 62.54709297675608, 1.702215166, 0.067423313, 37, 21.586300490467398, 86.33333333333333, 'High Risk'),
(161439, 80, 15, '15:46.1', 37.48974023033838, 97.28750425595861, 134, 72, 69, 'Male', 83.81324650747462, 1.9053284135343047, 0.052681554, 62, 23.08729091591515, 92.66666666666666, 'Low Risk'),
(161440, 85, 18, '14:46.1', 36.90072255079161, 98.82605914100625, 111, 73, 68, 'Male', 67.70913556532128, 1.9005896124281756, 0.1051299499902626, 38, 18.744357840688085, 85.66666666666667, 'Low Risk'),
(161441, 97, 15, '13:46.1', 37.489526829725385, 96.35432033221856, 119, 72, 64, 'Female', 69.32486023905581, 1.8885464635024407, 0.10693566009795889, 47, 19.43719780791201, 87.66666666666667, 'High Risk'),
(161442, 75, 12, '12:46.1', 36.66389458796578, 99.30661030950102, 136, 87, 24, 'Male', 81.33160482923209, 1.5686569700403112, 0.056653781, 49, 33.05242852573707, 103.33333333333333, 'High Risk'),
(161443, 72, 19, '11:46.1', 36.24908141308829, 97.65556303, 116, 86, 57, 'Male', 83.05921887568141, 1.7940418554367106, 0.094593891, 30, 25.80611928805655, 96, 'Low Risk'),
(161444, 94, 13, '10:46.1', 36.67453820326795, 98.79180632690122, 134, 74, 81, 'Female', 76.85845388124929, 1.8198962806218346, 0.1430179377329152, 60, 23.205897461711558, 94, 'High Risk'),
(161445, 81, 14, '09:46.1', 36.64689583025944, 98.23557932856963, 134, 88, 24, 'Female', 85.64999155163048, 1.518898170287566, 0.07132826, 46, 37.125302976380794, 103.33333333333333, 'High Risk'),
(161446, 63, 17, '08:46.1', 36.79026249915754, 99.64805084015539, 131, 72, 63, 'Female', 57.36247355923151, 1.9643174709932196, 0.063985293, 59, 14.866355428317435, 91.66666666666666, 'High Risk'),
(161447, 60, 18, '07:46.1', 36.976807051811456, 99.08721528053998, 137, 73, 71, 'Female', 86.00216903037831, 1.9874245563113688, 0.10515660512663365, 64, 21.77349276501863, 94.33333333333333, 'Low Risk'),
(161448, 89, 12, '06:46.1', 36.30324767432456, 98.25754806793334, 119, 75, 89, 'Male', 52.927744962558904, 1.699966854895866, 0.10884758289422453, 44, 18.314812768206934, 89.66666666666667, 'High Risk'),
(161449, 87, 13, '05:46.1', 36.44476801549261, 96.38992945976118, 110, 76, 57, 'Male', 87.25653115953473, 1.5090568522564538, 0.096073168, 34, 38.31658016234401, 87.33333333333333, 'High Risk'),
(161450, 71, 12, '04:46.1', 36.25454953145656, 99.90297298338164, 130, 88, 79, 'Female', 59.16848249236321, 1.6248987258128755, 0.098567228, 42, 22.409792472026815, 102, 'Low Risk'),
(161451, 92, 12, '03:46.1', 36.16155922944608, 97.47175431268974, 134, 85, 20, 'Male', 95.32792997501795, 1.5255844266972907, 0.10455130606941601, 49, 40.95884194190362, 101.33333333333333, 'High Risk'),
(161452, 76, 12, '02:46.1', 36.16070771, 95.15933405091307, 136, 85, 87, 'Male', 65.43947409123402, 1.5646687840751705, 0.114797074, 51, 26.729754126797026, 102, 'Low Risk'),
(161453, 99, 19, '01:46.1', 36.744855594535885, 98.40800534336667, 118, 85, 25, 'Male', 67.46385707197855, 1.5424917081641987, 0.074342996, 33, 28.354728355321253, 96, 'High Risk'),
(161454, 65, 14, '00:46.1', 36.657813868797355, 95.24855458726981, 139, 82, 40, 'Male', 69.51380209893908, 1.5489296702457258, 0.10089759652849781, 57, 28.973945932634088, 101, 'Low Risk'),
(161455, 83, 13, '59:46.1', 36.66358089489948, 99.08876779924573, 120, 78, 59, 'Male', 67.95722592, 1.695066235344549, 0.077740269, 42, 23.651696423604076, 92, 'Low Risk'),
(161456, 84, 16, '58:46.1', 36.57116045317596, 96.48053511375801, 132, 71, 49, 'Female', 94.25989577983385, 1.6370440044293495, 0.080997646, 61, 35.17274375399046, 91.33333333333333, 'High Risk'),
(161457, 70, 12, '57:46.1', 36.975891221352036, 99.80885742927177, 121, 76, 89, 'Male', 87.63138015231513, 1.7012323071681186, 0.064170348, 45, 30.278364200118563, 91, 'High Risk'),
(161458, 80, 15, '56:46.1', 36.295953666613144, 99.61946959, 115, 70, 50, 'Male', 88.13668729107106, 1.5445939604158008, 0.099103548, 45, 36.942651104436756, 85, 'High Risk'),
(161459, 71, 19, '55:46.1', 37.16164643239334, 98.52552918337149, 125, 79, 24, 'Male', 88.98167536487674, 1.8904590105906798, 0.1329001427587218, 46, 24.89809088119027, 94.33333333333333, 'Low Risk'),
(161460, 96, 16, '54:46.1', 36.05843023050471, 97.01109952284412, 127, 84, 38, 'Female', 77.14538817, 1.6114081204037456, 0.086718195, 43, 29.709741484519114, 98.33333333333333, 'High Risk'),
(161461, 70, 13, '53:46.1', 37.32517721490477, 95.19276796237314, 116, 81, 87, 'Male', 64.13883914511356, 1.9956645184859854, 0.096199832, 35, 16.104454675373965, 92.66666666666667, 'High Risk'),
(161462, 64, 17, '52:46.1', 37.31783612713736, 96.81617226743256, 129, 79, 40, 'Male', 62.628858663290785, 1.5513186671431103, 0.052862681, 50, 26.023904732418536, 95.66666666666666, 'Low Risk'),
(161463, 60, 16, '51:46.1', 36.466155370737354, 95.58302425643662, 126, 84, 64, 'Female', 73.81128806311543, 1.537379889560191, 0.052778095, 42, 31.229166461449925, 98, 'High Risk'),
(161464, 82, 13, '50:46.1', 36.03363814812712, 99.69080708285404, 127, 89, 84, 'Male', 61.21168713073797, 1.6945704277744913, 0.10151303339030186, 38, 21.316460974109432, 101.66666666666667, 'Low Risk'),
(161465, 67, 19, '49:46.1', 36.01890868881938, 99.87299027225318, 124, 73, 29, 'Male', 96.67865352734589, 1.824337576403641, 0.1280000935738052, 51, 29.04826421886311, 90, 'Low Risk'),
(161466, 86, 14, '48:46.1', 36.07544651, 99.97054853919565, 137, 71, 77, 'Male', 89.37507588743209, 1.8567232749965275, 0.080769973, 66, 25.925196717663177, 93, 'Low Risk'),
(161467, 71, 14, '47:46.1', 36.35382030751159, 97.69684975992449, 128, 89, 57, 'Male', 71.67508301098627, 1.7646288711035794, 0.086808376, 39, 23.01767446998763, 102, 'Low Risk'),
(161468, 74, 19, '46:46.1', 36.83668491809393, 95.30033221554119, 119, 74, 81, 'Male', 90.75615728751765, 1.5842871544105142, 0.088268963, 45, 36.158324442026334, 89, 'High Risk'),
(161469, 89, 15, '45:46.1', 37.49467276093139, 96.82312724916854, 116, 78, 71, 'Male', 97.78965085982475, 1.9638336701378774, 0.14837593442777147, 38, 25.356160493258777, 90.66666666666667, 'Low Risk'),
(161470, 96, 19, '44:46.1', 36.50768543855457, 95.25239776419257, 116, 76, 83, 'Male', 64.59809885661375, 1.7100002912536862, 0.069696569, 40, 22.09161001724733, 89.33333333333333, 'High Risk'),
(161471, 83, 16, '43:46.1', 36.253562651748865, 95.04361201596463, 127, 85, 20, 'Male', 60.205375910490005, 1.5818448211659293, 0.10643231330206043, 42, 24.06065901544042, 99, 'Low Risk'),
(161472, 66, 13, '42:46.1', 36.593944686825026, 98.72521943803099, 133, 85, 30, 'Female', 79.71686247811871, 1.9442487969487965, 0.098337536, 48, 21.088540278110642, 101, 'Low Risk'),
(161473, 61, 18, '41:46.1', 36.49750288984874, 99.69187809988505, 123, 70, 86, 'Male', 80.98325373677847, 1.8825908857526525, 0.10012476214989532, 53, 22.84984814730581, 87.66666666666666, 'Low Risk'),
(161474, 68, 19, '40:46.1', 37.435267992134634, 96.55268416026428, 134, 88, 41, 'Male', 54.75235067919637, 1.628496715687168, 0.056842638, 46, 20.64567066983011, 103.33333333333333, 'Low Risk'),
(161475, 68, 16, '39:46.1', 37.259699978114426, 97.76574796882542, 122, 73, 57, 'Female', 59.01250833348452, 1.5447914249173917, 0.085099859, 49, 24.728875878609337, 89.33333333333333, 'Low Risk'),
(161476, 70, 13, '38:46.1', 36.65254044232594, 96.9382498, 131, 89, 54, 'Female', 74.77790839548032, 1.8478445967989394, 0.083633387, 42, 21.899914768540317, 103, 'Low Risk'),
(161477, 91, 16, '37:46.1', 36.94782048432156, 95.16943985132295, 121, 78, 55, 'Male', 79.66647505956865, 1.688479208082063, 0.068185381, 43, 27.943716559564756, 92.33333333333333, 'High Risk'),
(161478, 76, 16, '36:46.1', 36.28244378225754, 97.49451288, 126, 82, 68, 'Male', 87.24518017606576, 1.6181209703591404, 0.10759982837987367, 44, 33.32111085106303, 96.66666666666667, 'High Risk'),
(161479, 64, 19, '35:46.1', 36.63885280807391, 97.88171810154613, 124, 71, 79, 'Female', 98.70562778741262, 1.7111407325304608, 0.10665724902984255, 53, 33.71090844231249, 88.66666666666666, 'High Risk'),
(161480, 61, 16, '34:46.1', 36.044199259404195, 98.46709526537349, 129, 70, 82, 'Male', 74.31373324584632, 1.8260160897774655, 0.076430623, 59, 22.287424206630643, 89.66666666666666, 'Low Risk'),
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(161657, 86, 12, '37:46.1', 36.43786310072391, 95.31452374535122, 111, 84, 34, 'Female', 66.39870448688566, 1.8581365287340177, 0.1211596327601684, 27, 19.231110515575484, 93, 'Low Risk'),
(161658, 90, 16, '36:46.1', 37.13944027, 99.64925646750191, 135, 84, 60, 'Female', 51.49118883411533, 1.7440455327505093, 0.10530484269743629, 51, 16.92845333803677, 101, 'High Risk'),
(161659, 66, 17, '35:46.1', 37.092789550665785, 99.26972652186721, 126, 84, 89, 'Male', 73.29889046, 1.5059697392746259, 0.090511436, 42, 32.31952059240149, 98, 'High Risk'),
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(161661, 62, 17, '33:46.1', 37.383736559200145, 95.17994906, 135, 73, 84, 'Female', 58.66811752227596, 1.5050343098390804, 0.10228407170908407, 62, 25.90057181355136, 93.66666666666666, 'Low Risk'),
(161662, 93, 17, '32:46.1', 37.45042782690527, 99.14456785848857, 120, 79, 26, 'Female', 68.94297182821494, 1.871582755425976, 0.14664222198492047, 41, 19.682122478209166, 92.66666666666667, 'High Risk'),
(161663, 97, 19, '31:46.1', 36.178499626511794, 95.61950182604929, 119, 77, 70, 'Male', 72.96965216772504, 1.589998842373725, 0.088872554, 42, 28.86347787722367, 91, 'High Risk'),
(161664, 82, 18, '30:46.1', 37.189400076143826, 97.23595788964383, 137, 71, 64, 'Male', 85.39718345118415, 1.9149305597932602, 0.11579740855942862, 66, 23.288283919731374, 93, 'Low Risk'),
(161665, 64, 17, '29:46.1', 36.7758203, 98.43635481403003, 131, 80, 87, 'Male', 61.613735293332184, 1.5436257612124638, 0.074016366, 51, 25.857914958746754, 97, 'Low Risk'),
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(161667, 96, 19, '27:46.1', 37.161565075525466, 97.13512899679651, 120, 71, 58, 'Female', 87.12566860347727, 1.7863683226250107, 0.091876508, 49, 27.302606269760524, 87.33333333333333, 'High Risk'),
(161668, 99, 18, '26:46.1', 36.079022731673724, 98.97557486137308, 114, 85, 48, 'Male', 81.23080286481107, 1.5991745319150317, 0.059570509, 29, 31.763548659138124, 94.66666666666667, 'High Risk'),
(161669, 63, 15, '25:46.1', 36.14345869171672, 98.56936854, 111, 88, 61, 'Male', 92.46268662, 1.549527219871723, 0.073808585, 23, 38.509518532009324, 95.66666666666667, 'High Risk'),
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(161675, 61, 12, '19:46.1', 37.16154765948391, 98.78388489, 111, 86, 36, 'Female', 61.94469454917673, 1.6440859004973696, 0.080510887, 25, 22.916859701827264, 94.33333333333333, 'Low Risk'),
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(161680, 86, 18, '14:46.1', 37.493009595347495, 99.00132835710315, 139, 88, 22, 'Female', 98.20049465, 1.7233478451267494, 0.11859777624146493, 51, 33.064943466351096, 105, 'High Risk'),
(161681, 93, 15, '13:46.1', 36.06867426387333, 99.85546528387103, 120, 77, 83, 'Female', 56.336166743343924, 1.7237451801432842, 0.099253798, 43, 18.960123570903423, 91.33333333333333, 'High Risk'),
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(161683, 72, 13, '11:46.1', 37.12654323, 95.85681788493845, 133, 74, 81, 'Female', 85.72034028139635, 1.744702643328401, 0.1418601599005464, 59, 28.160544525717278, 93.66666666666666, 'Low Risk'),
(161684, 89, 19, '10:46.1', 36.40626598476612, 96.00334564532285, 112, 70, 71, 'Male', 65.93059673430791, 1.9509096144430118, 0.083855405, 42, 17.322585297540527, 84, 'High Risk'),
(161685, 77, 17, '09:46.1', 36.332212512151784, 97.92177003873783, 111, 74, 45, 'Male', 72.64573235936443, 1.6970965239489786, 0.14250723417454927, 37, 25.223016181518908, 86.33333333333333, 'Low Risk'),
(161686, 66, 19, '08:46.1', 37.055053756059884, 96.70320137, 117, 84, 60, 'Female', 52.98654038437711, 1.8979188169715908, 0.12041000810905783, 33, 14.709919668861568, 95, 'High Risk'),
(161687, 91, 17, '07:46.1', 36.667808183516875, 96.82950876, 123, 76, 70, 'Female', 51.02237375629238, 1.8227475531995445, 0.11066471349750798, 47, 15.357043411404769, 91.66666666666667, 'High Risk'),
(161688, 61, 18, '06:46.1', 37.05842994417451, 98.81552448, 116, 75, 63, 'Female', 97.90425372844736, 1.9660392437020817, 0.14340900806866855, 41, 25.328950571309342, 88.66666666666667, 'Low Risk'),
(161689, 83, 18, '05:46.1', 36.894115484805724, 99.69064474975762, 122, 78, 64, 'Male', 73.05163897781634, 1.6214790168856974, 0.078274334, 44, 27.784801486582044, 92.66666666666667, 'Low Risk'),
(161690, 72, 19, '04:46.1', 36.52009991308887, 97.10258751234474, 114, 81, 66, 'Female', 95.80503796837726, 1.8667208999206422, 0.1193316899047137, 33, 27.49347070659626, 92, 'Low Risk'),
(161691, 68, 18, '03:46.1', 37.31482999341704, 95.12241438361097, 126, 79, 63, 'Male', 67.86056394165237, 1.5357072407909675, 0.10968066551429666, 47, 28.774023935491297, 94.66666666666667, 'Low Risk'),
(161692, 74, 16, '02:46.1', 36.43076648319178, 95.41364805263079, 116, 80, 22, 'Female', 85.21763017530398, 1.8345641959667636, 0.136249297, 36, 25.319995601027625, 92, 'Low Risk'),
(161693, 60, 13, '01:46.1', 36.35212657741807, 97.29821714023457, 117, 80, 50, 'Female', 84.09094499372499, 1.548178244271429, 0.1350114022895874, 37, 35.08385541012157, 92.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(161695, 72, 16, '59:46.1', 36.08646770539138, 98.71534563057611, 138, 76, 87, 'Female', 94.26705587702573, 1.8303001852784908, 0.062820979, 62, 28.139430011438204, 96.66666666666666, 'Low Risk'),
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(161697, 75, 12, '57:46.1', 36.62530125180715, 97.01911391442573, 137, 88, 72, 'Female', 79.07425757600649, 1.7103424409936823, 0.057410468227815016, 49, 27.031427310539613, 104.33333333333333, 'Low Risk'),
(161698, 65, 13, '56:46.1', 36.91933050705427, 96.70969890379016, 131, 88, 87, 'Male', 82.85073540460897, 1.5183906541529117, 0.12119592118807085, 43, 35.93596600568464, 102.33333333333333, 'High Risk'),
(161699, 82, 17, '55:46.1', 37.04416737917111, 95.48567554921979, 133, 73, 41, 'Male', 56.70363749927102, 1.5336975255549121, 0.136440179, 60, 24.106351548918287, 93, 'Low Risk'),
(161700, 76, 15, '54:46.1', 36.49117185770385, 97.53804198218346, 133, 78, 50, 'Female', 70.49427188566713, 1.7395372160696467, 0.10251491375234228, 55, 23.29626940826544, 96.33333333333333, 'Low Risk'),
(161701, 92, 12, '53:46.1', 37.02791162942945, 96.28273072, 133, 89, 52, 'Male', 56.89587206672874, 1.6761586454062405, 0.066719897, 44, 20.25118847300553, 103.66666666666667, 'High Risk'),
(161702, 91, 13, '52:46.1', 37.282493112226135, 95.48308912821035, 138, 79, 87, 'Female', 90.65731108, 1.7321403920468053, 0.13875801131021248, 59, 30.21597797362331, 98.66666666666666, 'High Risk'),
(161703, 96, 16, '51:46.1', 36.379788086665144, 97.98020061803065, 133, 73, 67, 'Male', 73.97634225346704, 1.9249369207564258, 0.12044054198459217, 60, 19.964564862925986, 93, 'High Risk'),
(161704, 73, 18, '50:46.1', 36.26805834548339, 97.83271073470421, 136, 76, 83, 'Male', 60.87135334049022, 1.9806769328438811, 0.053976956, 60, 15.516210753237612, 96, 'High Risk'),
(161705, 83, 19, '49:46.1', 36.75272141866987, 97.23335763946652, 138, 71, 43, 'Male', 85.10216384226857, 1.5520450338246035, 0.11446256338645767, 67, 35.329050518283196, 93.33333333333333, 'High Risk'),
(161706, 88, 12, '48:46.1', 37.325587843282825, 99.33031905705576, 128, 82, 87, 'Male', 98.88051872179491, 1.7508055330414578, 0.1208323310376185, 46, 32.25781264374832, 97.33333333333333, 'High Risk'),
(161707, 77, 16, '47:46.1', 36.15910311855788, 98.99481514054446, 125, 72, 31, 'Male', 87.02355983735521, 1.816744652072799, 0.075666588, 53, 26.366292393238087, 89.66666666666666, 'Low Risk'),
(161708, 81, 17, '46:46.1', 37.01239882, 96.13004738008779, 117, 77, 40, 'Male', 81.06463245777545, 1.8821517614818268, 0.097887611, 40, 22.883483720528268, 90.33333333333333, 'Low Risk'),
(161709, 61, 18, '45:46.1', 36.28392773900604, 95.69545595, 136, 89, 52, 'Female', 93.04888517330205, 1.67693487, 0.081286674, 47, 33.088629780526134, 104.66666666666667, 'High Risk'),
(161710, 64, 19, '44:46.1', 36.458770853186195, 99.62965878227365, 133, 71, 43, 'Female', 94.09124380501909, 1.9332128428578264, 0.087892142, 62, 25.17618181961205, 91.66666666666666, 'Low Risk'),
(161711, 97, 15, '43:46.1', 36.94388773400829, 97.97789148168596, 116, 85, 74, 'Male', 80.31716097285525, 1.5012975442377092, 0.069401531, 31, 35.634838949985145, 95.33333333333333, 'High Risk'),
(161712, 68, 15, '42:46.1', 36.010757135393135, 97.92912287905934, 137, 77, 20, 'Female', 74.43953518188465, 1.9528678133841408, 0.07865582, 60, 19.51901768309518, 97, 'Low Risk'),
(161713, 93, 12, '41:46.1', 37.37170281, 97.56347193898758, 136, 85, 42, 'Male', 53.59967531, 1.5402176922243098, 0.061995694, 51, 22.59425070758295, 102, 'High Risk'),
(161714, 69, 16, '40:46.1', 36.205118962400185, 99.50623413582365, 115, 72, 58, 'Female', 95.04218985164144, 1.5599345060904861, 0.14948990220385672, 43, 39.05743372743312, 86.33333333333333, 'High Risk'),
(161715, 86, 12, '39:46.1', 36.78308853, 98.41330882, 134, 86, 75, 'Female', 74.07624185110582, 1.7839641032277163, 0.063322019, 48, 23.27591263166243, 102, 'Low Risk'),
(161716, 75, 15, '38:46.1', 36.265005939970045, 95.11110905849353, 112, 77, 20, 'Male', 84.73285057230484, 1.970413685471374, 0.075767853, 35, 21.824132348448664, 88.66666666666667, 'Low Risk'),
(161717, 74, 15, '37:46.1', 36.65781337494191, 99.14393160730279, 125, 89, 23, 'Male', 84.53185451866085, 1.665635203626104, 0.13806015555800583, 36, 30.469169343193606, 101, 'High Risk'),
(161718, 99, 12, '36:46.1', 37.09783843579493, 96.22587772083486, 132, 89, 85, 'Male', 98.96265317091547, 1.8486624939112786, 0.059744687, 43, 28.957166925043712, 103.33333333333333, 'High Risk'),
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(161720, 94, 18, '34:46.1', 36.214381476016655, 97.88336502501727, 110, 70, 38, 'Male', 98.08807911551685, 1.7809016192336853, 0.12003309793896931, 40, 30.926898722939047, 83.33333333333333, 'High Risk'),
(161721, 96, 12, '33:46.1', 36.96860283, 99.46498235064794, 127, 80, 35, 'Male', 54.049329836529125, 1.7693128028075737, 0.098180826, 47, 17.265576070463215, 95.66666666666667, 'High Risk'),
(161722, 97, 14, '32:46.1', 37.49648350944431, 97.09092052, 117, 76, 55, 'Female', 56.190078886508594, 1.673393859117533, 0.14269376172643117, 41, 20.066115143182717, 89.66666666666667, 'High Risk'),
(161723, 61, 18, '31:46.1', 36.71365756291749, 98.55320486516108, 121, 72, 67, 'Male', 68.92005445275444, 1.871526735, 0.1379299812080088, 49, 19.676757856348157, 88.33333333333333, 'Low Risk'),
(161724, 77, 16, '30:46.1', 37.49456383128605, 95.58801697714456, 118, 75, 61, 'Female', 67.59129681949744, 1.6690503042122997, 0.096825707, 43, 24.26341500171471, 89.33333333333333, 'Low Risk'),
(161725, 64, 19, '29:46.1', 36.16375425, 98.82860418106203, 139, 83, 78, 'Male', 73.19851171208116, 1.8288357074562493, 0.057738153560291106, 56, 21.88531821964474, 101.66666666666666, 'Low Risk'),
(161726, 87, 14, '28:46.1', 36.100026153858025, 95.52259204588417, 115, 78, 83, 'Male', 72.60556117842401, 1.684672949046804, 0.076723628, 37, 25.58224663943409, 90.33333333333333, 'Low Risk'),
(161727, 88, 15, '27:46.1', 36.18699758569927, 97.35795694708801, 132, 84, 28, 'Female', 64.98022643626707, 1.922794568721116, 0.1315505217949467, 48, 17.575813961412397, 100, 'High Risk'),
(161728, 86, 13, '26:46.1', 36.140838852255044, 99.99376045117319, 122, 75, 52, 'Female', 83.46996852769428, 1.7509041996157921, 0.058075439680712417, 47, 27.227356698157024, 90.66666666666667, 'Low Risk'),
(161729, 66, 18, '25:46.1', 36.88144842160257, 95.77676460847003, 125, 80, 59, 'Female', 94.09200170452311, 1.6554329337623566, 0.070141655, 45, 34.33440501549653, 95, 'High Risk'),
(161730, 78, 15, '24:46.1', 36.997334654884206, 97.70864193138688, 110, 79, 49, 'Female', 61.31701591306547, 1.5541578771569713, 0.11075218297420461, 31, 25.38579351133229, 89.33333333333333, 'Low Risk'),
(161731, 75, 13, '23:46.1', 36.48732168647985, 95.53127652115538, 113, 76, 57, 'Female', 62.637042647075894, 1.9250661787444059, 0.065951403, 37, 16.902070804636157, 88.33333333333333, 'High Risk'),
(161732, 99, 15, '22:46.1', 36.32629399860457, 98.47738757706826, 116, 78, 61, 'Female', 59.324457580881024, 1.8578168150925651, 0.11848299430899371, 38, 17.18810497038205, 90.66666666666667, 'High Risk'),
(161733, 73, 18, '21:46.1', 37.21457210772944, 97.01978683655497, 138, 81, 48, 'Male', 53.10647281845719, 1.956340425, 0.06304642, 57, 13.875818148701535, 100, 'High Risk'),
(161734, 65, 13, '20:46.1', 37.45710577544631, 95.38184832111591, 118, 85, 86, 'Male', 72.63889888249861, 1.7257216690055368, 0.060204533685421946, 33, 24.39089561030429, 96, 'Low Risk'),
(161735, 81, 17, '19:46.1', 36.77349929, 99.78593216429894, 138, 78, 66, 'Male', 83.03149415657006, 1.6138003359221318, 0.11349208164510204, 60, 31.881830614767658, 98, 'High Risk'),
(161736, 64, 18, '18:46.1', 36.18131859398933, 98.57028508764938, 122, 74, 19, 'Male', 56.065800628129715, 1.9322697828828412, 0.10581382415143041, 48, 15.016285043206928, 90, 'High Risk'),
(161737, 63, 13, '17:46.1', 36.70657877902756, 97.40524599263617, 133, 71, 78, 'Male', 72.08669544504954, 1.7187585201685496, 0.087931629, 62, 24.401998113638015, 91.66666666666666, 'Low Risk'),
(161738, 86, 12, '16:46.1', 36.17236859967395, 96.71344100260077, 119, 84, 83, 'Male', 55.087725489606214, 1.7073700120660718, 0.092053177, 35, 18.89729064352904, 95.66666666666667, 'Low Risk'),
(161739, 91, 14, '15:46.1', 37.31937875263323, 95.49743465118841, 129, 82, 59, 'Female', 82.00125128215562, 1.6620912793544314, 0.11596617089166526, 47, 29.683201331349867, 97.66666666666667, 'High Risk'),
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(161914, 69, 15, '20:46.1', 36.086577398534764, 95.84528627124647, 130, 78, 66, 'Male', 63.31039524, 1.5032213031966213, 0.11012613356656575, 52, 28.017487130306016, 95.33333333333333, 'Low Risk'),
(161915, 94, 17, '19:46.1', 36.89157724900191, 98.71064770859313, 114, 87, 44, 'Female', 86.32953983859225, 1.8726853390115377, 0.11821013010522138, 27, 24.616698416038144, 96, 'High Risk'),
(161916, 85, 18, '18:46.1', 36.87298239300717, 99.7146151, 111, 71, 42, 'Female', 81.00238958937749, 1.7118540054471876, 0.10621484006040177, 40, 27.64167676674964, 84.33333333333333, 'Low Risk'),
(161917, 77, 17, '17:46.1', 36.820743670741884, 96.85054102251492, 131, 82, 59, 'Female', 67.23967341820045, 1.9970872236097643, 0.070706168, 49, 16.858989060811503, 98.33333333333333, 'High Risk'),
(161918, 96, 19, '16:46.1', 36.94213410405446, 95.00249415496329, 132, 81, 39, 'Female', 67.55711916585135, 1.5369828819087146, 0.064704809, 51, 28.597828706766975, 98, 'High Risk'),
(161919, 98, 13, '15:46.1', 36.58923487343273, 98.90697285, 127, 70, 54, 'Male', 69.01367008213971, 1.6236826322484093, 0.087600621, 57, 26.177781164317583, 89, 'High Risk'),
(161920, 94, 13, '14:46.1', 36.86450114007097, 98.29321063744804, 130, 81, 77, 'Female', 60.11063411968947, 1.7535276594194174, 0.1494607634862123, 49, 19.549068489482856, 97.33333333333333, 'High Risk'),
(161921, 84, 16, '13:46.1', 37.45343596094263, 99.18303366803862, 131, 74, 75, 'Female', 68.17718891031812, 1.5077618304514817, 0.076895094, 57, 29.989802162384322, 93, 'Low Risk'),
(161922, 86, 18, '12:46.1', 36.84170777716653, 96.72401423898378, 119, 72, 43, 'Male', 63.83545052510547, 1.8723994433923172, 0.10255391439407396, 47, 18.20811220906828, 87.66666666666667, 'High Risk'),
(161923, 77, 15, '11:46.1', 37.11927203854646, 96.67193248, 118, 88, 74, 'Female', 95.53306084304572, 1.9676052011980132, 0.063551695, 30, 24.67617086591686, 98, 'Low Risk'),
(161924, 73, 15, '10:46.1', 37.03117839934819, 99.52424382271616, 129, 71, 80, 'Female', 80.96665415075378, 1.9550697927721623, 0.095599091, 58, 21.18271688476314, 90.33333333333333, 'Low Risk'),
(161925, 66, 16, '09:46.1', 36.031196582374776, 98.19345794080134, 111, 76, 61, 'Female', 73.54552245464065, 1.6428998829774146, 0.09206622, 35, 27.247962950949304, 87.66666666666667, 'Low Risk'),
(161926, 62, 19, '08:46.1', 37.34806962, 95.07017554857006, 113, 73, 62, 'Female', 64.93037970600264, 1.5190357795465927, 0.053077923, 40, 28.139212280390943, 86.33333333333333, 'Low Risk'),
(161927, 78, 16, '07:46.1', 36.023355406253486, 99.07050591602297, 124, 81, 24, 'Female', 86.71505831044726, 1.555942974108821, 0.074852482, 43, 35.81848136803601, 95.33333333333333, 'High Risk'),
(161928, 83, 19, '06:46.1', 37.071657952182356, 98.67108618004572, 111, 79, 34, 'Male', 59.57265586466928, 1.629743508739212, 0.12151214861987326, 32, 22.428924156804868, 89.66666666666667, 'Low Risk'),
(161929, 88, 14, '05:46.1', 36.48475419181329, 95.59970582320202, 134, 82, 82, 'Male', 51.816764504168134, 1.9875806038282045, 0.11056650779290572, 52, 13.116585416623638, 99.33333333333333, 'High Risk'),
(161930, 97, 15, '04:46.1', 37.07501551971401, 96.87714658465922, 122, 85, 42, 'Female', 61.19546346602865, 1.7417578125034492, 0.099330854, 37, 20.17175542569677, 97.33333333333333, 'High Risk'),
(161931, 98, 14, '03:46.1', 37.285176871650094, 97.55573893858924, 118, 73, 88, 'Female', 77.40238565906911, 1.6174260119206858, 0.087182824, 45, 29.58731121883992, 88, 'High Risk'),
(161932, 69, 12, '02:46.1', 36.45855229876585, 98.22304008847713, 128, 80, 52, 'Female', 75.42660979613883, 1.9107622896014649, 0.11307513957085055, 48, 20.659093670822376, 96, 'Low Risk'),
(161933, 84, 13, '01:46.1', 36.514248783382854, 97.84458547, 133, 81, 33, 'Male', 54.34249291781341, 1.580056112832561, 0.096849039, 52, 21.766797482704604, 98.33333333333333, 'Low Risk'),
(161934, 61, 19, '00:46.1', 37.06546289003269, 97.89702395366358, 113, 87, 86, 'Male', 87.81472366165494, 1.9181739674361928, 0.07856777, 26, 23.866643921918676, 95.66666666666667, 'Low Risk'),
(161935, 80, 17, '59:46.1', 37.42614318020671, 97.31264282905504, 115, 88, 29, 'Female', 55.585535466209215, 1.6873831560453012, 0.11677599554015827, 27, 19.52245248932325, 97, 'Low Risk'),
(161936, 70, 15, '58:46.1', 36.39883273513482, 98.85854919546748, 116, 78, 45, 'Female', 86.61817868098882, 1.8008042307222603, 0.13089460234892786, 38, 26.71013253462127, 90.66666666666667, 'Low Risk'),
(161937, 93, 12, '57:46.1', 36.245055809538755, 97.96940893242244, 114, 83, 19, 'Female', 80.62887217377315, 1.638261224792731, 0.054869117859012065, 31, 30.041684474322366, 93.33333333333333, 'High Risk'),
(161938, 61, 17, '56:46.1', 36.57566109470154, 98.65510267310341, 110, 75, 53, 'Male', 94.28567155194341, 1.9211517782110274, 0.13193391251690734, 35, 25.545966861133326, 86.66666666666667, 'Low Risk'),
(161939, 70, 12, '55:46.1', 36.85940197094104, 98.25123312461096, 118, 74, 43, 'Male', 57.472729651733694, 1.5601733988404747, 0.085670878, 44, 23.611092717449317, 88.66666666666667, 'Low Risk'),
(161940, 77, 13, '54:46.1', 37.02586842182254, 96.49202185, 118, 77, 51, 'Female', 72.77224887944129, 1.6459673543410431, 0.066833299, 41, 26.86107327354137, 90.66666666666667, 'Low Risk'),
(161941, 91, 12, '53:46.1', 36.068692745397996, 96.22852881, 135, 70, 84, 'Male', 62.84266615265255, 1.9425519196812615, 0.11935770834497086, 65, 16.653646105388155, 91.66666666666666, 'High Risk'),
(161942, 80, 14, '52:46.1', 37.32643399629815, 96.30810351063523, 135, 89, 64, 'Female', 98.94785671, 1.9936660453216948, 0.12034438823671517, 46, 24.894394458577715, 104.33333333333333, 'Low Risk'),
(161943, 81, 16, '51:46.1', 36.65495065801725, 98.52980596, 118, 85, 87, 'Female', 60.78551203605462, 1.6259511957782546, 0.081854151, 33, 22.992440319460044, 96, 'Low Risk'),
(161944, 75, 19, '50:46.1', 37.23367534582651, 97.04056618, 110, 87, 88, 'Male', 66.296559, 1.848953393067971, 0.1401007239145419, 23, 19.392734861856283, 94.66666666666667, 'Low Risk'),
(161945, 61, 15, '49:46.1', 36.27581570291071, 97.78717896, 125, 73, 70, 'Female', 53.42897109146111, 1.9648551514297965, 0.093761518, 52, 13.839351221264591, 90.33333333333333, 'High Risk'),
(161946, 82, 16, '48:46.1', 37.342847429380264, 96.03035816270906, 126, 78, 85, 'Male', 87.15887682862618, 1.5087801833357135, 0.096362155, 48, 38.287735622339184, 94, 'High Risk'),
(161947, 77, 15, '47:46.1', 36.81985870259966, 99.48858669743318, 120, 88, 43, 'Female', 80.50336521088188, 1.542936833691537, 0.065455136, 32, 33.81565013243644, 98.66666666666667, 'High Risk'),
(161948, 64, 12, '46:46.1', 36.18468136, 95.74998564525428, 110, 88, 51, 'Female', 71.20932921928255, 1.7580148272197946, 0.10050873609510486, 22, 23.040496186275128, 95.33333333333333, 'Low Risk'),
(161949, 82, 12, '45:46.1', 36.28905622382997, 98.88885324242732, 133, 85, 70, 'Female', 99.33826666728109, 1.6557827424181522, 0.051025668, 48, 36.23346555813434, 101, 'High Risk'),
(161950, 75, 14, '44:46.1', 36.07083854886989, 97.0445428, 136, 81, 23, 'Male', 96.76442492846317, 1.6688571570733486, 0.057741967781411045, 55, 34.743805790929194, 99.33333333333333, 'High Risk'),
(161951, 81, 12, '43:46.1', 36.20262489599615, 98.84333955, 130, 71, 22, 'Male', 84.13121291, 1.8206742624575465, 0.094105059, 59, 25.380059987151565, 90.66666666666666, 'Low Risk'),
(161952, 65, 14, '42:46.1', 36.16900397925757, 95.61849833858567, 138, 72, 89, 'Male', 59.93592977390341, 1.6499579565028095, 0.11248560523589833, 66, 22.01615586204002, 94, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(161953, 86, 17, '41:46.1', 36.886967164713326, 95.55707034, 119, 81, 73, 'Female', 62.395194167128835, 1.572987656713423, 0.10450306649433444, 38, 25.217411833797346, 93.66666666666667, 'Low Risk'),
(161954, 82, 17, '40:46.1', 36.513075572066946, 99.36656388482278, 133, 77, 58, 'Female', 61.589968740977376, 1.5793057405526025, 0.1051392935511748, 56, 24.69321033558741, 95.66666666666666, 'Low Risk'),
(161955, 65, 13, '39:46.1', 37.32941251682034, 98.83828341199434, 112, 87, 48, 'Female', 52.83997167607728, 1.9518750294427119, 0.12566741349098293, 25, 13.869428304479053, 95.33333333333333, 'High Risk'),
(161956, 84, 17, '38:46.1', 36.62193959286854, 99.80796448, 136, 72, 18, 'Male', 94.84097259, 1.774978210815649, 0.1007687212368433, 64, 30.10301165387097, 93.33333333333333, 'High Risk'),
(161957, 87, 14, '37:46.1', 36.14616770933483, 95.83746067746488, 111, 87, 60, 'Female', 84.88870920674515, 1.5940328559541292, 0.087492653, 24, 33.40837811547284, 95, 'High Risk'),
(161958, 97, 19, '36:46.1', 37.20803607630956, 98.38905231899948, 124, 75, 60, 'Female', 72.28779547363311, 1.878515078936328, 0.12832204255603824, 49, 20.484983073781784, 91.33333333333333, 'High Risk'),
(161959, 74, 16, '35:46.1', 36.8122225, 97.03885488284963, 139, 75, 65, 'Female', 88.64815400519632, 1.8352543857312043, 0.10962997726776272, 64, 26.319470946805037, 96.33333333333333, 'Low Risk'),
(161960, 61, 19, '34:46.1', 37.326236971069534, 95.65400385, 126, 73, 44, 'Male', 90.92156831565941, 1.5141303271984383, 0.13641299422728964, 53, 39.65887604278905, 90.66666666666666, 'High Risk'),
(161961, 89, 12, '33:46.1', 36.00656954535652, 96.16075912218031, 117, 73, 57, 'Female', 72.61551629582046, 1.6170539152756773, 0.14536989949356938, 44, 27.77029089562555, 87.66666666666667, 'Low Risk'),
(161962, 76, 12, '32:46.1', 36.88530246044161, 97.01945245594304, 135, 83, 28, 'Female', 58.19734337670234, 1.5352750320047064, 0.13782964381631016, 52, 24.69055123564497, 100.33333333333333, 'Low Risk'),
(161963, 81, 13, '31:46.1', 36.760694251506905, 98.76697152818419, 114, 85, 71, 'Male', 50.27751761543249, 1.9599976240854906, 0.091335808, 29, 13.087682087827096, 94.66666666666667, 'High Risk'),
(161964, 83, 13, '30:46.1', 37.17625287156526, 98.26696110112097, 116, 80, 59, 'Female', 53.83035393, 1.9136238035984727, 0.12247555849920266, 36, 14.699890721393144, 92, 'High Risk'),
(161965, 70, 13, '29:46.1', 36.051544814802504, 96.68492716961285, 119, 77, 87, 'Female', 86.17843778, 1.9668895777992061, 0.10158624270582178, 42, 22.27607435745876, 91, 'Low Risk'),
(161966, 72, 18, '28:46.1', 36.537868235773274, 99.92471701759153, 126, 75, 45, 'Female', 89.65072374391826, 1.7126300457913395, 0.050293370730525304, 51, 30.565160610127467, 92, 'High Risk'),
(161967, 64, 12, '27:46.1', 37.076758075916025, 97.47413296944195, 129, 71, 73, 'Female', 96.84318521269385, 1.954898871814357, 0.1482203890177661, 58, 25.340808862664595, 90.33333333333333, 'Low Risk'),
(161968, 83, 12, '26:46.1', 36.76653207007842, 95.87682783076556, 116, 83, 44, 'Female', 70.72620742, 1.587357215056305, 0.11516910528170377, 33, 28.06926428656871, 94, 'Low Risk'),
(161969, 62, 18, '25:46.1', 36.78844314118615, 99.39788278577716, 123, 73, 61, 'Female', 77.84373438244816, 1.6503420452770916, 0.13835264764235342, 50, 28.580889027318708, 89.66666666666666, 'Low Risk'),
(161970, 81, 17, '24:46.1', 36.17344953652992, 97.98016292745166, 127, 74, 24, 'Male', 81.28062154606803, 1.7997424047605586, 0.054063011, 53, 25.093793342931622, 91.66666666666666, 'Low Risk'),
(161971, 95, 17, '23:46.1', 36.21058443047428, 96.40349515910977, 132, 76, 65, 'Male', 85.96324134111762, 1.9547016503080343, 0.11965213371169749, 56, 22.498409821392894, 94.66666666666666, 'High Risk'),
(161972, 68, 15, '22:46.1', 37.007547858263536, 96.09878629780395, 138, 89, 36, 'Male', 65.72838542632842, 1.8000716880784025, 0.10585632572777334, 49, 20.284922916160706, 105.33333333333333, 'Low Risk'),
(161973, 79, 19, '21:46.1', 36.25051117749039, 99.12450643289635, 110, 82, 61, 'Male', 83.38301553870258, 1.6322208767834105, 0.077281404, 28, 31.298227323463202, 91.33333333333333, 'High Risk'),
(161974, 63, 15, '20:46.1', 37.32003762869126, 96.56197348365805, 111, 87, 30, 'Female', 60.595818363635125, 1.5731337003728416, 0.054858304, 24, 24.485635800326843, 95, 'Low Risk'),
(161975, 65, 19, '19:46.1', 36.482500568166635, 95.75722782617045, 122, 70, 44, 'Female', 68.80683411, 1.8771308014757746, 0.13869450665801364, 52, 19.52731373212791, 87.33333333333333, 'Low Risk'),
(161976, 94, 19, '18:46.1', 36.55495046735823, 98.50629575, 126, 83, 70, 'Male', 78.47777179372699, 1.5710428941534496, 0.081772487, 43, 31.79586015713999, 97.33333333333333, 'High Risk'),
(161977, 93, 16, '17:46.1', 36.548580163965276, 96.35706133, 116, 73, 89, 'Male', 89.38561828968591, 1.8489262119414647, 0.1018802393532662, 43, 26.147398734821717, 87.33333333333333, 'High Risk'),
(161978, 63, 13, '16:46.1', 37.371210506199745, 97.71036366, 123, 77, 58, 'Female', 71.08261115965848, 1.9194919639655985, 0.11531589076915695, 46, 19.292600724791125, 92.33333333333333, 'Low Risk'),
(161979, 67, 15, '15:46.1', 37.00208695244048, 98.48348526830951, 112, 82, 87, 'Male', 76.04054039597327, 1.9949059144792178, 0.068847136, 30, 19.107345594018057, 92, 'Low Risk'),
(161980, 97, 18, '14:46.1', 37.41887895477325, 98.51030283068643, 115, 73, 84, 'Female', 89.45372522033284, 1.5484240324659873, 0.062975567, 42, 37.309430908026926, 87, 'High Risk'),
(161981, 61, 16, '13:46.1', 36.76156617380209, 96.13578730677143, 126, 87, 66, 'Female', 86.72575037, 1.9194824548443132, 0.13540716493142096, 39, 23.53855359109573, 100, 'Low Risk'),
(161982, 79, 18, '12:46.1', 36.17826247627082, 99.79055445541358, 110, 80, 58, 'Female', 90.25284701, 1.5454604999815438, 0.070311702, 30, 37.78723299540203, 90, 'High Risk'),
(161983, 70, 18, '11:46.1', 37.27345729290001, 97.02356966, 128, 78, 27, 'Male', 66.37680480528427, 1.9915038144425419, 0.070533489, 50, 16.736092121078812, 94.66666666666666, 'High Risk'),
(161984, 83, 16, '10:46.1', 36.50267625880905, 96.90915881881634, 133, 73, 61, 'Female', 93.68244272010821, 1.996380893, 0.085812793, 60, 23.50560299240884, 93, 'Low Risk'),
(161985, 86, 18, '09:46.1', 36.245566501017166, 96.52720622377758, 134, 76, 77, 'Male', 50.97417347926654, 1.8900825058077333, 0.14699164686065885, 58, 14.26883999080017, 95.33333333333333, 'High Risk'),
(161986, 69, 13, '08:46.1', 36.760279465645255, 95.89919785923101, 124, 77, 77, 'Male', 67.25329633474519, 1.821565273333539, 0.10123413182091559, 47, 20.268616202754497, 92.66666666666667, 'Low Risk'),
(161987, 89, 12, '07:46.1', 37.34450821829865, 96.69288755187257, 134, 75, 86, 'Male', 97.28410587565753, 1.654829908487101, 0.055347484842353016, 59, 35.52508851726735, 94.66666666666666, 'High Risk'),
(161988, 94, 15, '06:46.1', 36.13750375068747, 99.82048491640363, 110, 89, 26, 'Male', 67.47495728306595, 1.6077048182279634, 0.13588959828789152, 21, 26.105378333623428, 96, 'High Risk'),
(161989, 89, 12, '05:46.1', 36.87818018788602, 97.32978545684426, 119, 76, 33, 'Male', 53.52359728628815, 1.6836505991920419, 0.093402983, 43, 18.881711426052277, 90.33333333333333, 'Low Risk'),
(161990, 70, 12, '04:46.1', 36.11235069997461, 95.21291742, 120, 88, 23, 'Female', 71.29908389, 1.5575788178619003, 0.12608530927871328, 32, 29.38893747539691, 98.66666666666667, 'Low Risk'),
(161991, 74, 13, '03:46.1', 37.47120137, 99.87472093391956, 120, 82, 28, 'Female', 59.36170045075337, 1.5153224203850741, 0.059464236, 38, 25.85212427981851, 94.66666666666667, 'Low Risk'),
(161992, 75, 13, '02:46.1', 36.14050846178245, 95.23029894640206, 129, 89, 60, 'Female', 75.38873382635032, 1.5384567040079768, 0.06972683, 40, 31.85194022, 102.33333333333333, 'High Risk'),
(161993, 98, 15, '01:46.1', 36.91253511, 95.45103721812494, 124, 71, 51, 'Male', 84.91553706476569, 1.7670062153550612, 0.067562135, 53, 27.19637410041031, 88.66666666666666, 'High Risk'),
(161994, 95, 12, '00:46.1', 36.867925995232625, 99.42121765, 112, 86, 74, 'Male', 83.82238409461847, 1.562256202, 0.14922894349774324, 26, 34.344365224290634, 94.66666666666667, 'High Risk'),
(161995, 70, 16, '59:46.1', 37.04712689531045, 97.80800553177585, 127, 89, 82, 'Female', 73.59722821500449, 1.6880624764157308, 0.14070542926010077, 38, 25.827622267546857, 101.66666666666667, 'Low Risk'),
(161996, 99, 16, '58:46.1', 36.69623152980622, 96.05028882964172, 126, 80, 64, 'Female', 98.56534264862847, 1.8433514344958908, 0.12949168462840485, 46, 29.007343212304843, 95.33333333333333, 'High Risk'),
(161997, 81, 18, '57:46.1', 37.451166408643985, 97.15626215, 129, 82, 69, 'Female', 58.269897099815914, 1.7564538221612866, 0.072889148, 47, 18.88733912179117, 97.66666666666667, 'Low Risk'),
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(161999, 82, 13, '55:46.1', 36.52539016868182, 95.86298618218413, 128, 77, 38, 'Female', 50.26124812592256, 1.8349153580667552, 0.14374253537332538, 51, 14.927985265920272, 94, 'High Risk'),
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(162173, 88, 18, '01:46.1', 36.16775603747973, 98.23337872124432, 113, 85, 26, 'Male', 51.24538817766168, 1.8860931117908957, 0.13390455681684726, 28, 14.405506383562361, 94.33333333333333, 'High Risk'),
(162174, 84, 16, '00:46.1', 37.243018586844485, 99.40732612, 113, 77, 49, 'Female', 53.94582828399195, 1.5381159757961163, 0.057900142, 36, 22.802354834826023, 89, 'Low Risk'),
(162175, 88, 19, '59:46.1', 36.338546153566014, 96.73843900100275, 124, 85, 30, 'Female', 82.61913224076798, 1.6814904603948613, 0.053352360801608156, 39, 29.22078061548202, 98, 'Low Risk'),
(162176, 65, 16, '58:46.1', 36.02392991218324, 96.60297823104854, 121, 75, 88, 'Male', 56.05869874230123, 1.6410213080570957, 0.058382961805395275, 46, 20.816828871625972, 90.33333333333333, 'Low Risk'),
(162177, 82, 16, '57:46.1', 36.345616045353744, 97.24591961223092, 125, 86, 78, 'Female', 63.158067760115685, 1.6642277104971064, 0.1329811344328446, 39, 22.803595925759584, 99, 'Low Risk'),
(162178, 91, 15, '56:46.1', 37.383733265662634, 97.60281694064238, 111, 70, 68, 'Female', 74.58403722628277, 1.9680365852762383, 0.1125778218422669, 41, 19.256597495203014, 83.66666666666667, 'High Risk'),
(162179, 72, 14, '55:46.1', 37.44172238758041, 99.79388380837007, 131, 81, 19, 'Female', 86.15049019793159, 1.7186067191558252, 0.084820718, 50, 29.16787177652096, 97.66666666666666, 'Low Risk'),
(162180, 88, 15, '54:46.1', 36.44546489995971, 96.89354165351614, 127, 82, 32, 'Male', 81.88594888420612, 1.6968065637352239, 0.13961934808927295, 45, 28.44099034876752, 97, 'Low Risk'),
(162181, 80, 16, '53:46.1', 37.25753182117578, 99.26890790854657, 118, 70, 33, 'Male', 99.14104759994603, 1.5662968658187524, 0.13550735823891868, 48, 40.41153488738314, 86, 'High Risk'),
(162182, 86, 13, '52:46.1', 36.77847825240006, 99.79947737038353, 128, 87, 44, 'Male', 83.25705552887766, 1.8292084822781283, 0.054082931, 41, 24.882535615423805, 100.66666666666667, 'Low Risk'),
(162183, 75, 17, '51:46.1', 36.52342418, 98.17840105687127, 116, 86, 72, 'Female', 63.489938835436845, 1.572114957695206, 0.077794225, 30, 25.688355877473974, 96, 'Low Risk'),
(162184, 77, 13, '50:46.1', 36.997060043788046, 96.79738055665479, 137, 82, 32, 'Male', 91.62814296666303, 1.9196442044813293, 0.058935354, 55, 24.864939144219342, 100.33333333333333, 'Low Risk'),
(162185, 85, 19, '49:46.1', 36.40417887722317, 96.25732147928439, 135, 89, 51, 'Male', 94.85300670623339, 1.6944160031333961, 0.092899456, 46, 33.037791869724316, 104.33333333333333, 'High Risk'),
(162186, 96, 17, '48:46.1', 36.64290130651299, 95.25209404827854, 112, 84, 82, 'Male', 81.20825323408067, 1.844803793952052, 0.11542881861315539, 28, 23.861613275771674, 93.33333333333333, 'High Risk'),
(162187, 95, 19, '47:46.1', 37.46676619899823, 97.30015668991176, 112, 81, 86, 'Male', 99.66312890469305, 1.6562898917957056, 0.092373268, 31, 36.329700270389594, 91.33333333333333, 'High Risk'),
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(162189, 71, 15, '45:46.1', 36.076682929816535, 96.83148174096227, 131, 77, 86, 'Female', 51.691400184709266, 1.6685435388396843, 0.10300256975808013, 54, 18.567062916139523, 95, 'Low Risk'),
(162190, 91, 19, '44:46.1', 36.96440318565032, 98.06792536597725, 114, 71, 80, 'Female', 69.20320668135116, 1.5791653691223804, 0.1280541722215744, 43, 27.750511729456065, 85.33333333333333, 'High Risk'),
(162191, 66, 13, '43:46.1', 36.699881900318715, 96.16772375428765, 112, 78, 35, 'Male', 93.79816515249678, 1.6752605328715904, 0.084584784, 34, 33.42178404032087, 89.33333333333333, 'High Risk'),
(162192, 90, 16, '42:46.1', 36.046703983148355, 98.47252786649598, 136, 89, 75, 'Male', 93.85933422199032, 1.722637158520672, 0.11434323336928713, 47, 31.629319426722798, 104.66666666666667, 'High Risk'),
(162193, 86, 15, '41:46.1', 37.23315261788038, 99.75319947277563, 113, 78, 23, 'Male', 60.10265704462657, 1.8645442502012104, 0.10176799242554899, 35, 17.288140465879348, 89.66666666666667, 'High Risk'),
(162194, 88, 15, '40:46.1', 36.65411665676262, 98.17343616387812, 126, 78, 49, 'Female', 84.14208131597283, 1.9567213617849295, 0.097654352, 48, 21.97633556335314, 94, 'Low Risk'),
(162195, 66, 14, '39:46.1', 37.265706294758964, 96.37162475715758, 134, 81, 66, 'Female', 98.52868339037228, 1.755703533875728, 0.1326796166313059, 53, 31.96394045183733, 98.66666666666666, 'High Risk'),
(162196, 80, 14, '38:46.1', 36.55694067604077, 96.63140716869798, 126, 86, 32, 'Male', 60.13378718923866, 1.9818927703003295, 0.13658588429153107, 40, 15.309402789954516, 99.33333333333333, 'High Risk'),
(162197, 66, 12, '37:46.1', 36.31432582656016, 98.99185781785141, 130, 80, 44, 'Male', 89.67277720878901, 1.8459966688309801, 0.074468398, 50, 26.314722484134073, 96.66666666666666, 'Low Risk'),
(162198, 62, 18, '36:46.1', 37.23685972362866, 95.15039193192433, 126, 88, 65, 'Male', 60.390175514016796, 1.5211619069840263, 0.054999406436963695, 38, 26.098491715782185, 100.66666666666667, 'Low Risk'),
(162199, 96, 19, '35:46.1', 37.202899135270364, 99.94226980582204, 129, 80, 33, 'Male', 91.64493865017093, 1.9521222526455602, 0.13374857635462148, 49, 24.048858145734982, 96.33333333333333, 'High Risk'),
(162200, 70, 17, '34:46.1', 36.08482831056399, 98.61143311029406, 115, 89, 57, 'Male', 98.77504294375754, 1.6374825743318902, 0.085236198, 26, 36.83781419996062, 97.66666666666667, 'High Risk'),
(162201, 93, 16, '33:46.1', 36.911479987033374, 98.00696041891628, 132, 77, 25, 'Female', 89.40137964662584, 1.6536543979165865, 0.083565366, 55, 32.69299593403122, 95.33333333333333, 'High Risk'),
(162202, 70, 16, '32:46.1', 36.19480577482744, 99.64557303208373, 121, 84, 79, 'Female', 73.46496885621286, 1.784620710865221, 0.14483114470401764, 37, 23.06685795839925, 96.33333333333333, 'Low Risk'),
(162203, 95, 18, '31:46.1', 37.08909549773063, 98.98413126668326, 122, 89, 44, 'Female', 98.15205819226132, 1.8432376269302546, 0.12207690098695022, 33, 28.889282538329702, 100, 'High Risk'),
(162204, 90, 17, '30:46.1', 36.85489724, 98.97208774060466, 116, 85, 62, 'Male', 98.88031044, 1.8568977672361844, 0.093442463, 31, 28.677007716036574, 95.33333333333333, 'Low Risk'),
(162205, 93, 13, '29:46.1', 36.28945243745754, 99.65785625296574, 136, 83, 40, 'Male', 52.70357705804066, 1.609843498034371, 0.10673928505484559, 53, 20.336339176753246, 100.66666666666666, 'High Risk'),
(162206, 63, 16, '28:46.1', 36.51330598187968, 98.33586340558517, 110, 88, 87, 'Female', 71.21225948529901, 1.6346784449567429, 0.11269688635281122, 22, 26.64956311026423, 95.33333333333333, 'Low Risk'),
(162207, 69, 14, '27:46.1', 36.84046248, 98.9774726, 135, 78, 70, 'Female', 58.716379238266356, 1.737523180505017, 0.14285094962198688, 57, 19.449034750320667, 97, 'Low Risk'),
(162208, 89, 13, '26:46.1', 36.56173224409072, 96.55743265282474, 110, 85, 64, 'Female', 64.76444600320863, 1.7902379648031514, 0.11081457699078329, 25, 20.207618272241625, 93.33333333333333, 'Low Risk'),
(162209, 67, 15, '25:46.1', 36.00426721905827, 99.47773073, 130, 81, 87, 'Female', 88.21751875, 1.8025065734096755, 0.12315226332510767, 49, 27.15195617896068, 97.33333333333333, 'Low Risk'),
(162210, 79, 15, '24:46.1', 37.303562603036795, 96.71643599899309, 136, 85, 58, 'Female', 99.18262763448567, 1.9311563013828827, 0.080415287, 51, 26.59504678864625, 102, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(162212, 97, 14, '22:46.1', 36.83837123332798, 97.60051501897797, 117, 75, 67, 'Female', 55.53817592409698, 1.5975651850859942, 0.060209064245763236, 42, 21.760778914095987, 89, 'High Risk'),
(162213, 80, 19, '21:46.1', 36.03437006975107, 99.59577754866181, 124, 81, 57, 'Female', 60.73717727873289, 1.8430475397946486, 0.072966133, 43, 17.880577002427902, 95.33333333333333, 'High Risk'),
(162214, 82, 13, '20:46.1', 37.050023557490356, 98.35153862348041, 122, 82, 22, 'Male', 61.929756939388504, 1.902108439586029, 0.059891315, 40, 17.117046499502557, 95.33333333333333, 'High Risk'),
(162215, 68, 15, '19:46.1', 36.100210768330726, 97.38343251720762, 119, 80, 47, 'Female', 65.0216572, 1.6139255058136648, 0.056525437, 39, 24.96267163887487, 93, 'Low Risk'),
(162216, 90, 14, '18:46.1', 36.49768690818394, 95.75300114, 125, 70, 71, 'Male', 89.02162110781275, 1.772714847622543, 0.060418882, 55, 28.328118745216223, 88.33333333333333, 'Low Risk'),
(162217, 84, 14, '17:46.1', 36.677161802964434, 97.12753496060448, 116, 86, 23, 'Female', 61.57535461467624, 1.650319810789075, 0.093151829, 30, 22.608445142648918, 96, 'Low Risk'),
(162218, 84, 16, '16:46.1', 36.874472740684205, 97.01500337102551, 130, 89, 36, 'Male', 98.97090414471728, 1.5891291897252147, 0.089317444, 41, 39.19125110714066, 102.66666666666667, 'High Risk'),
(162219, 70, 15, '15:46.1', 36.94664252413729, 95.03670361, 121, 73, 49, 'Female', 58.88573307119887, 1.6792602959223266, 0.077145402, 48, 20.882094005384577, 89, 'Low Risk'),
(162220, 99, 13, '14:46.1', 36.059236261683466, 99.15812655817533, 123, 76, 35, 'Female', 84.81664272858839, 1.7667449412829632, 0.063865524, 47, 27.17273572485652, 91.66666666666667, 'High Risk'),
(162221, 95, 15, '13:46.1', 37.009836471519606, 95.23807691940742, 113, 73, 23, 'Female', 92.04088332763926, 1.7339741280275978, 0.062153289, 40, 30.612271152888525, 86.33333333333333, 'High Risk'),
(162222, 62, 14, '12:46.1', 36.66589259100992, 98.36224165604186, 126, 77, 42, 'Female', 89.22737285, 1.7461406625018632, 0.13546977346843786, 49, 29.264402019696167, 93.33333333333333, 'Low Risk'),
(162223, 98, 15, '11:46.1', 37.463741161871724, 99.41078038676278, 120, 72, 55, 'Male', 99.57067713880552, 1.8611662114179035, 0.095296335, 48, 28.744922465330436, 88, 'High Risk'),
(162224, 89, 16, '10:46.1', 36.98962357474489, 95.28690661009873, 116, 70, 49, 'Male', 97.19630041245993, 1.5643836930962305, 0.069542272, 46, 39.71578711355558, 85.33333333333333, 'High Risk'),
(162225, 72, 18, '09:46.1', 37.32677468463664, 97.43087470132582, 136, 74, 86, 'Male', 54.83086586115792, 1.6598830248476308, 0.082910071, 62, 19.900781755994828, 94.66666666666666, 'Low Risk'),
(162226, 89, 13, '08:46.1', 36.13296760939293, 99.68300562683704, 138, 85, 43, 'Female', 83.33567133425079, 1.7898763579842987, 0.1450672152962974, 53, 26.012666627803018, 102.66666666666666, 'Low Risk'),
(162227, 91, 12, '07:46.1', 36.084030162546576, 96.42599399321543, 113, 71, 64, 'Female', 88.16591156610473, 1.6919415155577355, 0.10897522973598561, 42, 30.798531414615425, 85, 'High Risk'),
(162228, 80, 19, '06:46.1', 37.127048380531306, 97.94574814484389, 121, 82, 67, 'Male', 66.07445696756191, 1.7060743054611278, 0.064085996, 39, 22.70061996, 95, 'Low Risk'),
(162229, 83, 16, '05:46.1', 37.11824373411377, 95.23649305629738, 132, 76, 27, 'Male', 73.83279859110827, 1.797333403799382, 0.08608091, 56, 22.85556905437616, 94.66666666666666, 'Low Risk'),
(162230, 76, 14, '04:46.1', 36.260565556109675, 99.95772157209106, 111, 77, 77, 'Female', 93.62930499861011, 1.6986953649161125, 0.12410694536177516, 34, 32.44746675522629, 88.33333333333333, 'High Risk'),
(162231, 61, 17, '03:46.1', 36.86742962181451, 98.43724949426193, 133, 73, 35, 'Male', 70.59979135170194, 1.721643830747168, 0.12351887002538199, 60, 23.818630991224246, 93, 'Low Risk'),
(162232, 66, 12, '02:46.1', 36.45689131041081, 99.04603790647599, 114, 72, 89, 'Female', 62.05430936330382, 1.8642354851885516, 0.054114091900605614, 42, 17.855433791871253, 86, 'High Risk'),
(162233, 70, 18, '01:46.1', 36.18167049900036, 99.10524767013044, 117, 86, 60, 'Female', 72.06928001252216, 1.927391763469388, 0.094419222, 31, 19.40037773390972, 96.33333333333333, 'Low Risk'),
(162234, 93, 14, '00:46.1', 36.19167049535017, 97.41113116066161, 128, 86, 37, 'Female', 72.73277846114283, 1.6705125768035691, 0.054107813, 42, 26.063376579526896, 100, 'High Risk'),
(162235, 71, 14, '59:46.1', 36.621062399954184, 98.58294137517186, 115, 81, 85, 'Male', 96.67402891058174, 1.740247401073828, 0.073462298, 34, 31.921833687041502, 92.33333333333333, 'High Risk'),
(162236, 70, 16, '58:46.1', 37.22290639959793, 97.48415077422054, 128, 70, 76, 'Female', 76.71900701726494, 1.8012359156316045, 0.057414554, 58, 23.646222792283282, 89.33333333333333, 'Low Risk'),
(162237, 69, 14, '57:46.1', 36.549612351308866, 96.17159980134036, 117, 85, 65, 'Male', 83.47681866563107, 1.591318149683897, 0.11473731288132377, 32, 32.96490719, 95.66666666666667, 'High Risk'),
(162238, 86, 12, '56:46.1', 36.177279630893246, 99.87306519682132, 132, 88, 82, 'Female', 68.39289885166721, 1.8803961987777216, 0.068219728, 44, 19.342485618879408, 102.66666666666667, 'Low Risk'),
(162239, 73, 12, '55:46.1', 36.309066810114565, 98.33978901211891, 119, 86, 32, 'Female', 96.36219467, 1.9359412235256137, 0.064369131, 33, 25.71120003224162, 97, 'Low Risk'),
(162240, 89, 14, '54:46.1', 36.88889588860553, 99.29443964824688, 119, 71, 89, 'Male', 85.98630509706081, 1.9178403098796843, 0.08844767, 48, 23.377841092576958, 87, 'Low Risk'),
(162241, 71, 17, '53:46.1', 37.094635743545766, 96.73462571, 120, 77, 39, 'Female', 75.23620027831217, 1.5153982490068862, 0.11523716237294312, 43, 32.76221768870439, 91.33333333333333, 'High Risk'),
(162242, 99, 16, '52:46.1', 36.212602702197564, 99.31770368209426, 129, 78, 58, 'Female', 90.87732201699372, 1.6398014432993684, 0.12947648119034172, 51, 33.796598475361534, 95, 'High Risk'),
(162243, 76, 17, '51:46.1', 37.441171837930035, 95.84936210008763, 121, 83, 34, 'Female', 67.20991222027115, 1.9200956197667174, 0.1491437207626684, 38, 18.230039699804934, 95.66666666666667, 'High Risk'),
(162244, 95, 13, '50:46.1', 36.30676356939541, 96.57313033885313, 114, 83, 48, 'Male', 68.33407236825559, 1.5734018998000483, 0.12022707695299804, 31, 27.603106613105563, 93.33333333333333, 'High Risk'),
(162245, 67, 14, '49:46.1', 36.68991579086531, 97.78912489142468, 139, 83, 26, 'Male', 52.183661500392944, 1.797556775085491, 0.13049411750216797, 56, 16.14988059952634, 101.66666666666666, 'High Risk'),
(162246, 77, 16, '48:46.1', 36.457760193646635, 96.91869431335171, 122, 86, 48, 'Male', 87.92755244060211, 1.5165496077178748, 0.11139323926701178, 36, 38.230655298218835, 98, 'High Risk'),
(162247, 75, 12, '47:46.1', 37.23729675557545, 95.85873718584195, 115, 83, 70, 'Female', 74.32113489270807, 1.7299601294037277, 0.11248149108801567, 32, 24.833626485417366, 93.66666666666667, 'Low Risk'),
(162248, 68, 13, '46:46.1', 37.30737426412006, 96.80275717951345, 138, 86, 41, 'Female', 66.31447354939479, 1.5803026157371616, 0.096846557, 52, 26.55386899646892, 103.33333333333333, 'Low Risk'),
(162249, 95, 17, '45:46.1', 36.91174156972669, 96.76972685526805, 117, 87, 25, 'Female', 95.67692614854857, 1.722752346526069, 0.066094066, 30, 32.237511780656014, 97, 'High Risk'),
(162250, 75, 14, '44:46.1', 36.54684026581967, 96.44638845461607, 123, 83, 76, 'Male', 51.25579161290975, 1.6711035855437337, 0.053873722101163604, 40, 18.354231420262384, 96.33333333333333, 'High Risk'),
(162251, 96, 12, '43:46.1', 36.27491874113634, 99.33412570875271, 124, 70, 77, 'Female', 78.95768637386311, 1.5098516056568778, 0.12192651389556848, 54, 34.63585268201611, 88, 'High Risk'),
(162252, 71, 14, '42:46.1', 36.35809525990044, 95.55967590990636, 137, 73, 33, 'Male', 83.00585891099777, 1.6960177088694166, 0.13266577412054087, 64, 28.856787585117797, 94.33333333333333, 'Low Risk'),
(162253, 94, 14, '41:46.1', 36.95497928648537, 98.43578401460586, 126, 86, 27, 'Female', 84.83980998220736, 1.7795957914188902, 0.10451025676017198, 40, 26.789027442330813, 99.33333333333333, 'High Risk'),
(162254, 85, 18, '40:46.1', 37.09317841808427, 95.87819964715302, 121, 79, 24, 'Male', 88.54467207053898, 1.6979903396920304, 0.11727959024910278, 42, 30.7108618, 93, 'High Risk'),
(162255, 97, 12, '39:46.1', 36.780769485985104, 99.82349087259973, 131, 75, 77, 'Male', 60.02390729925574, 1.9800684597155098, 0.08765215, 56, 15.30960024171777, 93.66666666666666, 'High Risk'),
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(162431, 81, 14, '43:46.1', 36.22439482374981, 97.15916548, 129, 79, 67, 'Female', 66.51522264319058, 1.6406617287816792, 0.063361682, 50, 24.71058084414515, 95.66666666666666, 'Low Risk'),
(162432, 66, 15, '42:46.1', 37.16636960538732, 97.96641865129817, 122, 85, 79, 'Male', 57.68669871679516, 1.8946372800795466, 0.059276484, 37, 16.070283152392324, 97.33333333333333, 'High Risk'),
(162433, 98, 15, '41:46.1', 36.432568317344995, 97.62877473233982, 111, 72, 45, 'Male', 93.61220485802995, 1.5716017411402743, 0.094681836, 39, 37.90072099822443, 85, 'High Risk'),
(162434, 83, 14, '40:46.1', 37.33406013211841, 98.04890062208187, 122, 73, 29, 'Female', 73.78093097382393, 1.795768929110222, 0.12725479257022743, 49, 22.87932592, 89.33333333333333, 'Low Risk'),
(162435, 61, 15, '39:46.1', 36.264135229523575, 98.71670492405451, 112, 72, 41, 'Female', 62.74266025768939, 1.7122740603606976, 0.13733198732000007, 40, 21.400128129662374, 85.33333333333333, 'Low Risk'),
(162436, 89, 19, '38:46.1', 37.43398131306148, 97.77665486068031, 110, 75, 70, 'Male', 88.55620444433211, 1.9581260581116824, 0.092620466, 35, 23.096049433698326, 86.66666666666667, 'Low Risk'),
(162437, 75, 19, '37:46.1', 36.34222058246412, 98.26980421, 114, 70, 72, 'Male', 92.4181173, 1.6527985924899442, 0.12548049953006285, 44, 33.83118798630124, 84.66666666666667, 'High Risk'),
(162438, 92, 18, '36:46.1', 36.738595542383095, 98.76190273, 116, 79, 35, 'Male', 89.11004244944462, 1.5157392738990243, 0.054823432, 37, 38.78623668046987, 91.33333333333333, 'High Risk'),
(162439, 63, 17, '35:46.1', 36.45504721309795, 96.57468169698735, 121, 77, 57, 'Male', 78.16285169789765, 1.6383864977174771, 0.12135421981663154, 44, 29.118411248814745, 91.66666666666667, 'Low Risk'),
(162440, 79, 14, '34:46.1', 37.30864004023618, 97.49647120056866, 117, 78, 81, 'Female', 54.989698786600904, 1.6303386108538298, 0.13808622713325594, 39, 20.688343236275685, 91, 'Low Risk'),
(162441, 83, 12, '33:46.1', 36.95150032880734, 95.74801334243175, 115, 74, 49, 'Male', 92.74850216453049, 1.648038004297319, 0.1357864720245388, 41, 34.14856511572064, 87.66666666666667, 'High Risk'),
(162442, 97, 17, '32:46.1', 37.13043826, 97.33612054, 129, 78, 63, 'Male', 87.17570989162105, 1.5797128548082575, 0.061692871388749175, 51, 34.93326578925215, 95, 'High Risk'),
(162443, 66, 16, '31:46.1', 36.57857461700266, 96.48853956, 130, 72, 50, 'Male', 69.39240256566372, 1.7036195382209107, 0.064630746, 58, 23.909291111569118, 91.33333333333333, 'Low Risk'),
(162444, 98, 13, '30:46.1', 37.19486502194065, 97.22130649757523, 117, 75, 62, 'Female', 90.92593858603863, 1.5909784663440796, 0.066431549, 42, 35.921890908473806, 89, 'High Risk'),
(162445, 76, 18, '29:46.1', 37.19136796675237, 96.98216082, 138, 81, 58, 'Male', 54.561174770012315, 1.738844647298158, 0.052147436, 57, 18.04521858331805, 100, 'High Risk'),
(162446, 65, 14, '28:46.1', 36.139509444933154, 96.80045412577918, 135, 75, 70, 'Male', 94.72441913353245, 1.9095554754243969, 0.051611736, 60, 25.977502255452173, 95, 'Low Risk'),
(162447, 73, 13, '27:46.1', 36.67385941316454, 98.82344557084153, 117, 84, 61, 'Female', 93.81584458895085, 1.595170916713092, 0.14273787665416637, 33, 36.869032976748514, 95, 'High Risk'),
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(162449, 84, 12, '25:46.1', 37.13201468537304, 97.80895704278323, 121, 82, 38, 'Female', 64.70552585025433, 1.6527234121877576, 0.12561173374502543, 39, 23.688688244758207, 95, 'Low Risk'),
(162450, 85, 17, '24:46.1', 37.16275033, 97.32560863452406, 123, 80, 30, 'Female', 90.36735534843483, 1.5196777060972075, 0.1376709626517093, 43, 39.12988647347525, 94.33333333333333, 'High Risk'),
(162451, 64, 19, '23:46.1', 36.39741578094407, 96.48172127709977, 121, 72, 59, 'Male', 92.84239599172838, 1.6321479749519379, 0.13514083287066175, 49, 34.85196576631075, 88.33333333333333, 'High Risk'),
(162452, 84, 13, '22:46.1', 37.091831559661344, 97.92511081913969, 135, 81, 84, 'Male', 94.31209926641331, 1.7804826229232351, 0.086931965, 54, 29.75033996935513, 99, 'Low Risk'),
(162453, 66, 15, '21:46.1', 36.41260726015903, 95.10381073807197, 119, 81, 80, 'Male', 86.60129856, 1.706276406683357, 0.077858616, 38, 29.745798579050916, 93.66666666666667, 'Low Risk'),
(162454, 87, 15, '20:46.1', 36.77047832136145, 96.83144778364313, 124, 77, 50, 'Male', 54.65613120604355, 1.6826489309043018, 0.069882682, 47, 19.304202267031634, 92.66666666666667, 'Low Risk'),
(162455, 97, 19, '19:46.1', 36.72470911777066, 99.49841981, 123, 78, 66, 'Male', 61.03657232026322, 1.8876852393711905, 0.064872143, 45, 17.128959275090228, 93, 'High Risk'),
(162456, 79, 13, '18:46.1', 36.31434658950869, 97.30539753140354, 121, 88, 70, 'Female', 73.85864296771942, 1.8524639531436098, 0.064722005, 33, 21.522949774547946, 99, 'Low Risk'),
(162457, 72, 18, '17:46.1', 36.30888108774254, 97.49521136403806, 121, 89, 68, 'Female', 56.47412731365324, 1.7067187402324233, 0.12992859784469554, 32, 19.38766978818997, 99.66666666666667, 'Low Risk'),
(162458, 83, 14, '16:46.1', 36.710533470120126, 96.40047168124958, 139, 76, 26, 'Male', 99.69565652150969, 1.7164622595804517, 0.10140089765704394, 63, 33.838236377635404, 97, 'High Risk'),
(162459, 97, 12, '15:46.1', 36.67240029215979, 96.76409267268869, 131, 84, 38, 'Male', 66.75355496150175, 1.5641898375950436, 0.063290932, 47, 27.28321083078701, 99.66666666666667, 'High Risk'),
(162460, 75, 16, '14:46.1', 37.32653986583614, 96.36575574679443, 110, 86, 84, 'Female', 79.85310145869333, 1.5990659617495622, 0.14932129809641703, 24, 31.22906854536982, 94, 'High Risk'),
(162461, 60, 19, '13:46.1', 37.498437064873094, 95.94593408652506, 118, 81, 24, 'Female', 53.46161594670787, 1.5183922137412669, 0.106021506, 37, 23.188579524978948, 93.33333333333333, 'Low Risk'),
(162462, 76, 18, '12:46.1', 37.210598147782235, 97.59284234739083, 135, 72, 20, 'Female', 99.03694325, 1.7488694015982218, 0.13726376722353922, 63, 32.38041934202892, 93, 'High Risk'),
(162463, 81, 18, '11:46.1', 36.66415964509034, 95.96986634689564, 132, 80, 85, 'Female', 94.40425905276194, 1.9174004298014915, 0.091243842, 52, 25.678281006437786, 97.33333333333333, 'Low Risk'),
(162464, 83, 15, '10:46.1', 36.17161330414421, 99.84684447, 112, 73, 20, 'Male', 62.38030775196087, 1.9504573704070691, 0.136747179, 39, 16.39738476673291, 86, 'High Risk'),
(162465, 73, 17, '09:46.1', 36.85440590023459, 98.74970099508188, 115, 77, 37, 'Female', 75.84748755980891, 1.7766577666827392, 0.14579008999535942, 38, 24.02888627009379, 89.66666666666667, 'Low Risk'),
(162466, 75, 18, '08:46.1', 36.12216514937362, 95.98269997217139, 132, 87, 37, 'Female', 84.24701317, 1.6451209222556564, 0.089784609, 45, 31.128547854773522, 102, 'High Risk'),
(162467, 63, 19, '07:46.1', 36.898830629564365, 97.09413035551042, 123, 89, 74, 'Female', 58.63209735883703, 1.8619057796789447, 0.1062554605420338, 34, 16.912975887835348, 100.33333333333333, 'High Risk'),
(162468, 90, 18, '06:46.1', 36.118131653353394, 96.90964187367952, 133, 72, 48, 'Male', 65.12113989989813, 1.7546986844362527, 0.092402187, 61, 21.15031758780295, 92.33333333333333, 'Low Risk'),
(162469, 68, 12, '05:46.1', 37.05165023636066, 98.17392697696827, 120, 73, 77, 'Female', 64.65102127909181, 1.6349938128778412, 0.050426224385380095, 47, 24.184836885452015, 88.66666666666667, 'Low Risk'),
(162470, 67, 18, '04:46.1', 37.054172354292945, 97.53887300183987, 137, 76, 39, 'Male', 98.69612878, 1.7152972206905095, 0.084637344, 61, 33.54450214095467, 96.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(162472, 86, 13, '02:46.1', 37.13874531643037, 99.45633929713442, 128, 72, 57, 'Male', 55.038922393457455, 1.8608317522989581, 0.10743020022267062, 56, 15.894823369568503, 90.66666666666666, 'High Risk'),
(162473, 67, 16, '01:46.1', 36.265593632659424, 99.03791403126176, 126, 86, 56, 'Male', 80.81509603990197, 1.6347821101964455, 0.070572278, 40, 30.239370103565612, 99.33333333333333, 'High Risk'),
(162474, 98, 18, '00:46.1', 36.69002326253429, 95.32463316315568, 137, 73, 56, 'Male', 71.80806718548013, 1.8286361584684694, 0.06897307, 64, 21.474280973283232, 94.33333333333333, 'High Risk'),
(162475, 88, 15, '59:46.1', 36.588557589104866, 96.36778605343315, 129, 86, 18, 'Female', 79.78811124182769, 1.7988598700995273, 0.066965917, 43, 24.65718636222353, 100.33333333333333, 'Low Risk'),
(162476, 80, 19, '58:46.1', 37.21734572839812, 98.18868976, 123, 88, 70, 'Male', 61.22053765533158, 1.6871730690292972, 0.14891628478988156, 35, 21.506902703421577, 99.66666666666667, 'Low Risk'),
(162477, 73, 17, '57:46.1', 37.23904369707149, 95.50318266101627, 133, 81, 75, 'Female', 87.19429984015059, 1.8345651105566019, 0.12020670336538647, 52, 25.90728095310638, 98.33333333333333, 'Low Risk'),
(162478, 63, 13, '56:46.1', 36.63223106827045, 97.94831420513268, 139, 89, 22, 'Female', 92.94230692513077, 1.6445879374176362, 0.095309712, 50, 34.36364682575797, 105.66666666666666, 'High Risk'),
(162479, 71, 15, '55:46.1', 36.36100669, 95.80544863358381, 132, 89, 57, 'Female', 80.37068486208148, 1.9074559174781023, 0.081586601, 43, 22.089640565678856, 103.33333333333333, 'Low Risk'),
(162480, 73, 18, '54:46.1', 36.94163156126471, 98.21501402571971, 112, 85, 83, 'Male', 62.694214971529874, 1.8053734676166895, 0.12056736933308138, 27, 19.235051678212205, 94, 'Low Risk'),
(162481, 71, 17, '53:46.1', 37.144103165962875, 96.26186240144523, 128, 87, 54, 'Male', 52.08126404, 1.994953384194601, 0.11928263205567392, 41, 13.08627408685889, 100.66666666666667, 'High Risk'),
(162482, 99, 19, '52:46.1', 36.49081272896682, 96.5892881, 124, 72, 52, 'Male', 80.90262841, 1.652033427907216, 0.11257227752939382, 52, 29.643192200810258, 89.33333333333333, 'High Risk'),
(162483, 90, 12, '51:46.1', 36.38803346358614, 97.25943368816033, 112, 73, 44, 'Female', 95.70053296275998, 1.988755133350717, 0.062861305, 39, 24.196454249693613, 86, 'Low Risk'),
(162484, 88, 19, '50:46.1', 36.73669693203944, 99.82272373716161, 131, 72, 61, 'Female', 55.303092136386795, 1.6875262622376206, 0.090556257, 59, 19.41996013, 91.66666666666666, 'Low Risk'),
(162485, 82, 15, '49:46.1', 37.233818468311455, 98.84067373011048, 114, 70, 82, 'Female', 59.38218537210762, 1.9835787068205755, 0.081090919, 44, 15.092365046704906, 84.66666666666667, 'High Risk'),
(162486, 85, 12, '48:46.1', 37.149728803714126, 98.81155190868202, 113, 71, 75, 'Female', 78.82577860203342, 1.9202635806331187, 0.13772207953704177, 42, 21.376991211778876, 85, 'Low Risk'),
(162487, 60, 13, '47:46.1', 37.22620091, 95.72056676628839, 111, 80, 21, 'Male', 71.04515798053524, 1.8731346333083299, 0.14978632677960224, 31, 20.248669724761584, 90.33333333333333, 'Low Risk'),
(162488, 67, 13, '46:46.1', 37.29896681941425, 98.11342345569199, 110, 88, 47, 'Male', 70.7753667, 1.5463584397371044, 0.12912914841714873, 22, 29.59796076979553, 95.33333333333333, 'Low Risk'),
(162489, 81, 13, '45:46.1', 37.18099215393834, 97.00099908720877, 134, 71, 31, 'Male', 67.27107377136183, 1.7309848622096058, 0.093266928, 63, 22.45131690509367, 92, 'Low Risk'),
(162490, 72, 14, '44:46.1', 36.054550990539035, 98.92557276875156, 127, 80, 69, 'Male', 84.85675409829042, 1.5092324612694061, 0.1369690588955824, 47, 37.254105494149314, 95.66666666666667, 'High Risk'),
(162491, 86, 14, '43:46.1', 36.11770566711897, 96.16441831, 117, 89, 20, 'Female', 79.13200008, 1.554208864797414, 0.054710779, 28, 32.75920693, 98.33333333333333, 'High Risk'),
(162492, 81, 17, '42:46.1', 36.34958617608308, 97.96365037314204, 111, 87, 67, 'Female', 72.13896743276302, 1.5714258227638704, 0.058299813, 24, 29.213403058375533, 95, 'Low Risk'),
(162493, 96, 17, '41:46.1', 37.113162022898855, 95.24821241029154, 121, 70, 23, 'Female', 75.67812855377397, 1.7694076513969428, 0.058066313, 51, 24.172111114900222, 87, 'High Risk'),
(162494, 94, 15, '40:46.1', 36.99654594283043, 99.20441540784782, 124, 84, 32, 'Male', 50.52656130628017, 1.5028907249461743, 0.097863326, 40, 22.369945908649242, 97.33333333333333, 'High Risk'),
(162495, 92, 16, '39:46.1', 36.70487636015599, 99.19646780772449, 136, 80, 72, 'Male', 96.36830583740645, 1.5960762694263368, 0.10161073318172359, 56, 37.82918136002492, 98.66666666666666, 'High Risk'),
(162496, 79, 12, '38:46.1', 36.71270989055122, 99.73846446012358, 131, 74, 34, 'Female', 77.09835627801414, 1.7578800415561167, 0.12419812074418732, 57, 24.949775860643214, 93, 'Low Risk'),
(162497, 70, 16, '37:46.1', 36.257361196484375, 95.19009682, 137, 82, 48, 'Male', 63.45697135639556, 1.7448817568264787, 0.12301745321176422, 55, 20.842381281883927, 100.33333333333333, 'Low Risk'),
(162498, 97, 16, '36:46.1', 36.16644983668331, 98.22663243423956, 122, 84, 46, 'Male', 69.06185228284019, 1.9139514917375715, 0.085734206, 38, 18.85282208421065, 96.66666666666667, 'High Risk'),
(162499, 71, 12, '35:46.1', 37.21369590460518, 98.18047513899407, 134, 73, 47, 'Male', 62.367028391245164, 1.510391606655736, 0.14465906283244168, 61, 27.33857820787641, 93.33333333333333, 'Low Risk'),
(162500, 79, 13, '34:46.1', 36.46168521103867, 98.78548054367137, 116, 82, 71, 'Female', 62.80366023872181, 1.9868973505011989, 0.13540775599981475, 34, 15.908678094570337, 93.33333333333333, 'High Risk'),
(162501, 88, 16, '33:46.1', 36.36001248902657, 96.76892969210388, 113, 89, 20, 'Female', 83.04064375584107, 1.941009015126956, 0.075495183, 24, 22.041218624229405, 97, 'Low Risk'),
(162502, 66, 16, '32:46.1', 36.12032069970079, 99.87546168555873, 126, 83, 29, 'Male', 77.82748157239993, 1.8061326776654134, 0.13176018598588235, 43, 23.85798036668534, 97.33333333333333, 'Low Risk'),
(162503, 64, 12, '31:46.1', 36.13300705228619, 99.94214690235765, 134, 76, 86, 'Male', 50.459932983565196, 1.9048160424415255, 0.073215162, 58, 13.907228467027418, 95.33333333333333, 'High Risk'),
(162504, 97, 15, '30:46.1', 36.89491543374627, 96.43037804597842, 120, 76, 68, 'Female', 82.50801752395782, 1.8220576685124743, 0.055525627, 44, 24.85260489071453, 90.66666666666667, 'High Risk'),
(162505, 60, 16, '29:46.1', 37.21510765306405, 96.96514819, 122, 71, 61, 'Female', 78.54793036625844, 1.819146137300964, 0.13370114559654228, 51, 23.735564734257174, 88, 'Low Risk'),
(162506, 64, 18, '28:46.1', 36.10891139304005, 97.58473170592873, 116, 75, 41, 'Male', 92.78378981714725, 1.5382478802141324, 0.10518326048114124, 41, 39.212041810429255, 88.66666666666667, 'High Risk'),
(162507, 81, 17, '27:46.1', 37.37409391784769, 98.09750748, 136, 85, 83, 'Female', 61.53873560244562, 1.6974259150184592, 0.091731099, 51, 21.358311298440672, 102, 'Low Risk'),
(162508, 73, 19, '26:46.1', 37.45149895763472, 98.18285834, 136, 82, 20, 'Female', 89.31626909, 1.883281603, 0.086643495, 54, 25.182569762657653, 100, 'Low Risk'),
(162509, 65, 14, '25:46.1', 36.945356947382066, 96.79337794333924, 119, 73, 56, 'Male', 75.59170287368981, 1.7850780287212007, 0.090661065, 46, 23.722459820232263, 88.33333333333333, 'Low Risk'),
(162510, 63, 13, '24:46.1', 36.96488492536916, 98.85102282397636, 126, 73, 56, 'Male', 66.64911003, 1.5157483258464164, 0.12321512281035465, 53, 29.009494433422304, 90.66666666666666, 'Low Risk'),
(162511, 79, 15, '23:46.1', 36.99585597037978, 95.41172495180241, 122, 84, 44, 'Male', 73.99664887929714, 1.5673565095808826, 0.06424571, 38, 30.121491188866525, 96.66666666666667, 'High Risk'),
(162512, 73, 14, '22:46.1', 37.22351254658876, 96.31076515759332, 130, 83, 60, 'Female', 58.76363419668215, 1.9667046251962323, 0.11116426284926664, 47, 15.192539295395756, 98.66666666666667, 'High Risk'),
(162513, 71, 14, '21:46.1', 37.121798984187954, 97.64987704613141, 120, 72, 70, 'Male', 69.74041442767367, 1.783492497458937, 0.1298219777672474, 48, 21.925118551020788, 88, 'Low Risk'),
(162514, 66, 19, '20:46.1', 36.08444258628472, 99.14734823738794, 112, 79, 83, 'Male', 56.13789888583647, 1.6493681215183238, 0.062398794614307806, 33, 20.635783420133887, 90, 'Low Risk'),
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(162690, 77, 12, '24:46.1', 36.46336080417184, 98.70555280738816, 111, 88, 61, 'Male', 84.91450121558739, 1.7492315721764005, 0.12337031464318793, 23, 27.751550220570333, 95.66666666666667, 'Low Risk'),
(162691, 66, 14, '23:46.1', 37.07634173111505, 97.52064308039924, 122, 78, 87, 'Male', 62.93209748714288, 1.6193146981235294, 0.14748925184898476, 44, 23.999914304028405, 92.66666666666667, 'Low Risk'),
(162692, 64, 19, '22:46.1', 36.90994779, 96.91625765736308, 113, 80, 84, 'Female', 67.26673036151513, 1.5457469357353701, 0.085008838, 33, 28.15292543, 91, 'Low Risk'),
(162693, 66, 18, '21:46.1', 36.77336071601684, 98.16014906655548, 120, 76, 33, 'Male', 95.11231649914689, 1.5250262645810109, 0.057909884, 44, 40.89612057255429, 90.66666666666667, 'High Risk'),
(162694, 62, 12, '20:46.1', 37.008175190476216, 98.70083256857812, 139, 71, 77, 'Female', 84.21512200773162, 1.5549822968270024, 0.10624091417902701, 68, 34.82885395, 93.66666666666666, 'High Risk'),
(162695, 79, 18, '19:46.1', 36.74241968874625, 97.06127485713759, 131, 77, 60, 'Female', 95.83389694061202, 1.9427720991153543, 0.1352752417045603, 54, 25.390744357502495, 95, 'Low Risk'),
(162696, 89, 15, '18:46.1', 37.199007242125504, 95.86394201220496, 130, 74, 28, 'Male', 60.86200787521171, 1.8320962303509911, 0.064886372, 56, 18.132167138619568, 92.66666666666666, 'High Risk'),
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(162699, 92, 14, '15:46.1', 36.612236331227855, 98.73672654, 117, 75, 73, 'Male', 68.05276105612137, 1.749804185524549, 0.084585957, 42, 22.22628343, 89, 'High Risk'),
(162700, 61, 19, '14:46.1', 36.369870056595545, 98.76358829716911, 122, 73, 83, 'Male', 93.91761133541989, 1.7808029893012176, 0.14540776498716007, 49, 29.61524203624082, 89.33333333333333, 'Low Risk'),
(162701, 87, 16, '13:46.1', 36.56979341228548, 95.73328022432463, 111, 87, 88, 'Male', 85.37537817838825, 1.9666395582490603, 0.1331836434991439, 24, 22.074104757508543, 95, 'Low Risk'),
(162702, 75, 12, '12:46.1', 37.139970316944115, 96.90947988576752, 130, 77, 60, 'Female', 75.72991110393451, 1.8124642459124813, 0.058912730986955986, 53, 23.053058419470037, 94.66666666666666, 'Low Risk'),
(162703, 69, 17, '11:46.1', 36.72463444858826, 98.00539602854366, 118, 86, 33, 'Female', 73.62152483484341, 1.719463091068539, 0.12175823401629908, 32, 24.901132104839565, 96.66666666666667, 'Low Risk'),
(162704, 74, 12, '10:46.1', 36.265578867132895, 99.47010983389885, 136, 82, 46, 'Female', 65.13389293838317, 1.7068845674125823, 0.10277437788064478, 54, 22.35623841185455, 100, 'Low Risk'),
(162705, 95, 19, '09:46.1', 36.987082417863085, 98.18966217, 112, 88, 73, 'Female', 69.45782087887426, 1.7941374650674256, 0.1035626812182639, 24, 21.577927199818703, 96, 'High Risk'),
(162706, 83, 19, '08:46.1', 36.00510823222928, 96.03447325, 122, 84, 55, 'Female', 78.24955361845278, 1.6665692174330473, 0.056404882, 38, 28.173133746678594, 96.66666666666667, 'Low Risk'),
(162707, 99, 16, '07:46.1', 36.09405745016514, 97.11479651083178, 130, 79, 76, 'Female', 73.49683640808492, 1.904035342, 0.13417785713415709, 51, 20.273028692054968, 96, 'High Risk'),
(162708, 79, 16, '06:46.1', 37.11365886128614, 95.22380672302735, 124, 80, 31, 'Male', 93.11497760072176, 1.6470780267300444, 0.078796574, 44, 34.32347071459164, 94.66666666666667, 'High Risk'),
(162709, 75, 16, '05:46.1', 36.22310488074175, 95.57740417654391, 114, 75, 22, 'Male', 59.35709515135239, 1.576775767, 0.076339115, 39, 23.87441645828518, 88, 'Low Risk'),
(162710, 71, 12, '04:46.1', 36.82164907889884, 96.35175554167186, 111, 87, 50, 'Female', 87.30166302314808, 1.7269980042419306, 0.067451655, 24, 29.27108665123759, 95, 'Low Risk'),
(162711, 92, 18, '03:46.1', 36.66692551737145, 96.39263738, 128, 89, 40, 'Male', 58.241132919621535, 1.9055757272951255, 0.094810453, 39, 16.039003785250834, 102, 'High Risk'),
(162712, 91, 18, '02:46.1', 36.347573246636976, 97.71301417985674, 128, 74, 24, 'Female', 76.06747932827568, 1.606713543854005, 0.11103121021813422, 54, 29.466063195186283, 92, 'High Risk'),
(162713, 93, 16, '01:46.1', 36.20068583364519, 99.62349786879619, 123, 83, 34, 'Male', 73.49250010843024, 1.9252397778158952, 0.11080186399990685, 40, 19.82774703080817, 96.33333333333333, 'High Risk'),
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(162717, 79, 19, '57:46.1', 36.64097892608221, 97.54385409492285, 122, 88, 55, 'Female', 85.68061367627169, 1.7899044862522833, 0.10892699150451185, 34, 26.743783958313767, 99.33333333333333, 'Low Risk'),
(162718, 92, 17, '56:46.1', 37.076668692933204, 96.10030251696158, 137, 73, 37, 'Male', 86.67167875565761, 1.7537742539415526, 0.1479165900304354, 64, 28.17927583411308, 94.33333333333333, 'High Risk'),
(162719, 61, 19, '55:46.1', 36.615815313231586, 97.50664442103398, 120, 81, 20, 'Female', 95.41921177, 1.541400227361464, 0.13495792527446376, 39, 40.16104338229877, 94, 'High Risk'),
(162720, 62, 12, '54:46.1', 36.84993294534152, 99.49315423731255, 137, 82, 83, 'Male', 51.87388047357021, 1.625837677688674, 0.08819605, 55, 19.624308811271465, 100.33333333333333, 'Low Risk'),
(162721, 87, 16, '53:46.1', 36.87644449674974, 95.95681787233018, 110, 70, 86, 'Female', 57.04502054032535, 1.8856021599395192, 0.094721549, 40, 16.04418299811715, 83.33333333333333, 'High Risk'),
(162722, 84, 16, '52:46.1', 37.13072065520326, 99.24618278638326, 130, 88, 31, 'Male', 99.23789554904812, 1.7859446349039136, 0.1462642312252968, 42, 31.112976655631513, 102, 'High Risk'),
(162723, 98, 19, '51:46.1', 37.11256887946785, 99.88999818, 139, 86, 31, 'Male', 80.59899735357082, 1.6544915133782485, 0.097440067, 53, 29.444253736518206, 103.66666666666666, 'High Risk'),
(162724, 89, 18, '50:46.1', 36.82097426197347, 98.00334554267158, 133, 82, 53, 'Female', 81.83686199112866, 1.7089382446162478, 0.07346606, 51, 28.021812969573602, 99, 'Low Risk'),
(162725, 94, 16, '49:46.1', 36.75785189858617, 95.01430507281644, 133, 86, 82, 'Male', 71.84325645361633, 1.5811869965428236, 0.088756898, 47, 28.735551804319527, 101.66666666666667, 'High Risk'),
(162726, 80, 16, '48:46.1', 36.91481781600643, 97.14619899096003, 123, 75, 68, 'Male', 88.48514553950677, 1.9977538461550943, 0.12784650040154533, 48, 22.171058027716462, 91, 'Low Risk'),
(162727, 60, 13, '47:46.1', 36.97377343892023, 97.97952405, 125, 80, 38, 'Male', 84.74118687687542, 1.852734465037379, 0.14464792124902026, 45, 24.686992295341387, 95, 'Low Risk'),
(162728, 68, 15, '46:46.1', 36.63041622886147, 97.43118331952473, 134, 84, 44, 'Female', 60.44797673144495, 1.767738906, 0.078633538, 50, 19.34396636475742, 100.66666666666666, 'Low Risk'),
(162729, 97, 17, '45:46.1', 37.41574850045262, 99.09389061418692, 111, 86, 45, 'Female', 78.72084502, 1.9218998233554532, 0.12347219872946558, 25, 21.312198555886756, 94.33333333333333, 'High Risk'),
(162730, 74, 13, '44:46.1', 36.26392411384654, 95.48393780500987, 129, 71, 43, 'Female', 94.67087809214351, 1.7007814449011358, 0.10744701018113276, 58, 32.72799400859827, 90.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(162732, 70, 18, '42:46.1', 36.03171706092319, 97.28966415589797, 114, 78, 70, 'Female', 55.71358746418741, 1.9927626434307464, 0.06416313, 36, 14.029751462714719, 90, 'High Risk'),
(162733, 92, 13, '41:46.1', 36.62840223972985, 97.33463905929122, 138, 77, 24, 'Male', 87.17458901578169, 1.8104093400756298, 0.12884626853339864, 61, 26.597226120988754, 97.33333333333333, 'High Risk'),
(162734, 72, 15, '40:46.1', 37.43186641707788, 99.34241192189873, 128, 76, 25, 'Male', 79.35572617086406, 1.6875173487139508, 0.14133751196333266, 52, 27.86645844, 93.33333333333333, 'Low Risk'),
(162735, 64, 14, '39:46.1', 37.389900783019314, 99.06940278, 123, 77, 57, 'Female', 66.17475185428563, 1.518977312217296, 0.12638038552901668, 46, 28.680700016446746, 92.33333333333333, 'Low Risk'),
(162736, 66, 13, '38:46.1', 36.426797252062876, 97.86591555479148, 129, 76, 65, 'Male', 65.74746900184101, 1.6209669099947797, 0.1160163851908861, 53, 25.022502439784557, 93.66666666666666, 'Low Risk'),
(162737, 77, 14, '37:46.1', 36.36079008750623, 99.13521138, 112, 70, 25, 'Female', 72.34262925693972, 1.959657221167098, 0.1034008168578508, 42, 18.837968422090338, 84, 'Low Risk'),
(162738, 66, 18, '36:46.1', 36.25455379979572, 97.71075713334463, 133, 80, 33, 'Male', 51.15977172443299, 1.748860686451963, 0.064359791, 53, 16.727004268154356, 97.66666666666666, 'High Risk'),
(162739, 83, 19, '35:46.1', 36.41533573596204, 95.48988781823158, 110, 74, 84, 'Male', 60.27754940006007, 1.5069845141071854, 0.14467733876996092, 36, 26.542266697114876, 86, 'Low Risk'),
(162740, 81, 14, '34:46.1', 36.34166068996941, 99.85256693023204, 135, 73, 25, 'Male', 74.33129806759435, 1.8693526284346513, 0.12558301762321816, 62, 21.271065804611954, 93.66666666666666, 'Low Risk'),
(162741, 69, 18, '33:46.1', 36.471803656642685, 97.59023223930289, 114, 70, 54, 'Female', 57.45448147889252, 1.6947597022415362, 0.11165496618640458, 44, 20.00357651789131, 84.66666666666667, 'Low Risk'),
(162742, 83, 12, '32:46.1', 36.39404521134847, 98.59492918911913, 111, 81, 69, 'Male', 62.98446052483831, 1.8853766839502533, 0.14769829682454422, 30, 17.71891602832565, 91, 'High Risk'),
(162743, 83, 19, '31:46.1', 36.840172758331235, 95.86649803316622, 123, 74, 18, 'Female', 76.03631729369883, 1.5572756939824308, 0.12112285456674414, 49, 31.35379135307299, 90.33333333333333, 'High Risk'),
(162744, 62, 12, '30:46.1', 37.47343372, 99.52780452077707, 133, 84, 43, 'Male', 88.37800798, 1.9235670019178486, 0.1255263486509246, 49, 23.88523793049781, 100.33333333333333, 'Low Risk'),
(162745, 76, 15, '29:46.1', 37.16225948544253, 98.31437775390116, 119, 82, 88, 'Female', 89.45818699254332, 1.6005033200712906, 0.11321800914124869, 37, 34.922629262794835, 94.33333333333333, 'High Risk'),
(162746, 68, 19, '28:46.1', 36.430253018972174, 96.35165458539693, 136, 76, 89, 'Female', 94.96600011965103, 1.7963139735635476, 0.077885866, 60, 29.430907227032176, 96, 'Low Risk'),
(162747, 64, 13, '27:46.1', 36.66718983, 98.34911515, 134, 80, 30, 'Male', 89.69752395792099, 1.6794361754851175, 0.071504289, 54, 31.80192779975773, 98, 'High Risk'),
(162748, 69, 19, '26:46.1', 36.35280488106054, 96.61115873766379, 137, 72, 72, 'Male', 83.34778437313116, 1.874238526598989, 0.085497749, 65, 23.72708235321937, 93.66666666666666, 'Low Risk'),
(162749, 74, 14, '25:46.1', 36.204241851422395, 99.99867384987884, 121, 89, 76, 'Female', 68.70794768322529, 1.9164667997474163, 0.1059932825245705, 32, 18.70700990253492, 99.66666666666667, 'Low Risk'),
(162750, 72, 13, '24:46.1', 36.17322345125994, 98.36812640068555, 118, 85, 36, 'Female', 91.11287222197365, 1.7316125248071983, 0.13701416002682476, 33, 30.386333539636883, 96, 'High Risk'),
(162751, 76, 14, '23:46.1', 36.457734645024196, 98.70592110650482, 121, 82, 55, 'Male', 66.55634192110315, 1.5683907470826162, 0.06577105, 39, 27.057078475592512, 95, 'Low Risk'),
(162752, 75, 17, '22:46.1', 37.02068641580135, 98.08777399695636, 130, 74, 83, 'Female', 60.10420480367806, 1.9977081298800512, 0.11593128840351224, 56, 15.060548244413543, 92.66666666666666, 'High Risk'),
(162753, 88, 16, '21:46.1', 37.04357288645015, 99.67367488123962, 116, 80, 75, 'Female', 79.81447213799345, 1.5249468100579373, 0.13294629955863166, 36, 34.32197369, 92, 'High Risk'),
(162754, 78, 18, '20:46.1', 37.089085687855054, 95.30854935, 111, 78, 89, 'Female', 82.80755858381536, 1.6708975426931647, 0.051162997, 33, 29.659944898376366, 89, 'Low Risk'),
(162755, 70, 15, '19:46.1', 36.91776285156115, 97.26582741299805, 113, 85, 76, 'Male', 50.87689504730996, 1.742728559691163, 0.11625144006366021, 28, 16.751785451077673, 94.33333333333333, 'High Risk'),
(162756, 79, 14, '18:46.1', 37.34879814011506, 97.45341654437617, 119, 89, 79, 'Male', 66.85426441, 1.8541922746367727, 0.072158899, 30, 19.445520843093504, 99, 'Low Risk'),
(162757, 96, 14, '17:46.1', 37.37957166820379, 95.34605597011262, 112, 78, 65, 'Male', 90.38756125913702, 1.9234983044754739, 0.083188206, 34, 24.430089230939124, 89.33333333333333, 'High Risk'),
(162758, 97, 18, '16:46.1', 37.376334459087616, 97.87580680998917, 121, 89, 83, 'Female', 85.62370522351955, 1.544637270836366, 0.11620164115860972, 32, 35.88731756, 99.66666666666667, 'High Risk'),
(162759, 86, 15, '15:46.1', 36.858932300701085, 96.28852605, 121, 75, 77, 'Female', 55.306674709176875, 1.8744753605273818, 0.054494775, 46, 15.740483747059745, 90.33333333333333, 'High Risk'),
(162760, 71, 18, '14:46.1', 37.30471496483096, 99.55834896265522, 132, 75, 56, 'Female', 76.18093968488627, 1.5153017316402542, 0.064500906, 57, 33.17783830756681, 94, 'High Risk'),
(162761, 81, 16, '13:46.1', 36.39566591380497, 96.49299865617799, 120, 72, 75, 'Female', 66.24720330858005, 1.6759864386280814, 0.069034666, 48, 23.58449321087115, 88, 'Low Risk'),
(162762, 62, 14, '12:46.1', 37.43798789356337, 98.01149421712056, 110, 81, 28, 'Male', 80.88300256739159, 1.8958300588383876, 0.12325360228492412, 29, 22.503934508150138, 90.66666666666667, 'Low Risk'),
(162763, 93, 17, '11:46.1', 36.93730078891476, 95.12490070608494, 110, 86, 44, 'Female', 68.18568109009269, 1.759982582567667, 0.087936142, 24, 22.012858560732415, 94, 'High Risk'),
(162764, 93, 18, '10:46.1', 37.46080640353408, 95.02954947500209, 122, 80, 28, 'Male', 60.754159876096466, 1.7214772158167593, 0.10147165725379646, 42, 20.50092522263145, 94, 'High Risk'),
(162765, 78, 12, '09:46.1', 36.09011449051016, 97.84054105190498, 131, 88, 87, 'Female', 79.08984557, 1.9749582154196361, 0.13830638289425595, 43, 20.27705617633378, 102.33333333333333, 'Low Risk'),
(162766, 81, 15, '08:46.1', 36.09251004, 99.45696598, 110, 83, 24, 'Female', 82.01524719302697, 1.995167468828835, 0.11261539098050384, 27, 20.603257393027086, 92, 'Low Risk'),
(162767, 65, 14, '07:46.1', 36.68862676478394, 96.15706615757436, 137, 83, 31, 'Male', 82.66489705342241, 1.6679874618227437, 0.097863788, 54, 29.712251721565423, 101, 'Low Risk'),
(162768, 79, 16, '06:46.1', 36.68552482093412, 95.97401371514826, 121, 84, 26, 'Male', 87.35039863, 1.5181187530701945, 0.079055656, 37, 37.90123845316727, 96.33333333333333, 'High Risk'),
(162769, 60, 17, '05:46.1', 36.74633771, 96.33092213620859, 127, 81, 77, 'Male', 65.90951973537764, 1.6712489169701188, 0.052211338339305816, 46, 23.597493188631972, 96.33333333333333, 'Low Risk'),
(162770, 89, 14, '04:46.1', 37.035167997083555, 98.94519784001784, 129, 87, 78, 'Female', 93.11210313120958, 1.649504251572833, 0.10660306350586096, 42, 34.22151702089758, 101, 'High Risk'),
(162771, 77, 14, '03:46.1', 36.99692539310497, 99.32764530257049, 139, 81, 48, 'Male', 56.41455384836952, 1.9450908019089017, 0.10432641329981271, 58, 14.911158878001833, 100.33333333333333, 'High Risk'),
(162772, 76, 15, '02:46.1', 36.991600711004786, 98.56613176515367, 120, 72, 58, 'Female', 78.4799363, 1.9388924169681285, 0.130939108, 48, 20.87618888410883, 88, 'Low Risk'),
(162773, 62, 13, '01:46.1', 36.64162343787879, 95.04163934071146, 114, 73, 60, 'Male', 98.60450469694564, 1.533100079717089, 0.14510036495480513, 41, 41.952296891248345, 86.66666666666667, 'High Risk'),
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(162948, 78, 19, '06:46.1', 36.50737100340433, 98.07797114257589, 132, 75, 38, 'Female', 70.59523266, 1.8221833364504167, 0.1192100617712378, 57, 21.261369361282124, 94, 'Low Risk'),
(162949, 80, 18, '05:46.1', 36.360192972948774, 97.45295218287984, 131, 77, 50, 'Female', 91.41932662834012, 1.8015285770026008, 0.063149046, 54, 28.167980208699948, 95, 'Low Risk'),
(162950, 84, 17, '04:46.1', 36.80895160810115, 99.13957459981012, 120, 70, 85, 'Female', 56.082214319322276, 1.659861923068136, 0.070882838, 50, 20.355474377431367, 86.66666666666666, 'Low Risk'),
(162951, 65, 14, '03:46.1', 36.69926435320666, 97.28396613980327, 139, 70, 74, 'Female', 95.53214738208487, 1.5134822230287241, 0.056466335, 69, 41.70564974130358, 93, 'High Risk'),
(162952, 89, 12, '02:46.1', 37.330325807550814, 96.31866077716346, 113, 77, 36, 'Male', 69.35320607688084, 1.8132736900802988, 0.067984279, 36, 21.093071376081785, 89, 'Low Risk'),
(162953, 74, 14, '01:46.1', 36.91422200786226, 95.40127836171186, 117, 85, 64, 'Female', 94.16407352535916, 1.6799958688250745, 0.099196574, 32, 33.36328537136412, 95.66666666666667, 'High Risk'),
(162954, 88, 17, '00:46.1', 37.26346002694013, 98.44051851743585, 128, 70, 75, 'Female', 94.70795749129985, 1.768513163352655, 0.080625632, 58, 30.280976569364796, 89.33333333333333, 'High Risk'),
(162955, 77, 17, '59:46.1', 37.26960775970317, 98.66393562655824, 118, 79, 35, 'Female', 51.90791766833146, 1.5886924847575337, 0.068635106, 39, 20.56619384295767, 92, 'Low Risk'),
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(162957, 99, 13, '57:46.1', 36.391988514179275, 98.13456738498536, 123, 76, 28, 'Male', 61.77227654100304, 1.583727991100885, 0.14552021520398206, 47, 24.628185828588695, 91.66666666666667, 'High Risk'),
(162958, 62, 19, '56:46.1', 37.31581484, 98.20383984094913, 127, 88, 28, 'Male', 73.87194833659919, 1.745537525131301, 0.14626822381012472, 39, 24.24494338200194, 101, 'Low Risk'),
(162959, 66, 19, '55:46.1', 36.813638683906156, 98.23766524442118, 117, 78, 77, 'Male', 95.04423914017053, 1.5571403167871025, 0.1456910117096749, 39, 39.19857683283523, 91, 'High Risk'),
(162960, 71, 19, '54:46.1', 36.21761249581042, 96.92477853436326, 125, 74, 45, 'Female', 62.87015451, 1.7469945123173298, 0.11568185765479504, 51, 20.599726110107387, 91, 'Low Risk'),
(162961, 96, 12, '53:46.1', 36.531066353492214, 95.77074243859845, 123, 72, 21, 'Female', 97.18699568182215, 1.8565865044613994, 0.064653847, 51, 28.19536874, 89, 'High Risk'),
(162962, 65, 13, '52:46.1', 36.09539528541812, 97.63723038855983, 131, 76, 87, 'Female', 65.81527428226865, 1.7946665269444815, 0.068425763, 55, 20.434272009666785, 94.33333333333333, 'Low Risk'),
(162963, 73, 15, '51:46.1', 37.04037155865334, 97.01933074171704, 114, 81, 22, 'Female', 97.50881215796136, 1.791435933412466, 0.12713928552581316, 33, 30.383745065765275, 92, 'High Risk'),
(162964, 66, 19, '50:46.1', 37.25416261447904, 95.57765840875678, 131, 88, 51, 'Female', 63.19913781651461, 1.7434038605515494, 0.074859124, 43, 20.792903923350046, 102.33333333333333, 'Low Risk'),
(162965, 72, 13, '49:46.1', 37.04768424052001, 98.49701221302865, 126, 82, 85, 'Female', 87.94787504266935, 1.5796156991025299, 0.13305089755153754, 44, 35.24702511674165, 96.66666666666667, 'High Risk'),
(162966, 98, 17, '48:46.1', 37.022871746181906, 98.67679264185129, 136, 77, 33, 'Female', 87.07917315301148, 1.546636836218355, 0.14191106086023353, 59, 36.40303535907563, 96.66666666666666, 'High Risk'),
(162967, 92, 13, '47:46.1', 36.12187421487182, 96.02681724754636, 133, 79, 52, 'Male', 59.36360553744408, 1.5602790765776953, 0.068894094, 54, 24.38460367457476, 97, 'High Risk'),
(162968, 74, 19, '46:46.1', 37.49396808304457, 96.32227312975525, 117, 82, 56, 'Male', 63.553435321223525, 1.944490218, 0.10487408577018742, 35, 16.80844376312402, 93.66666666666667, 'High Risk'),
(162969, 79, 19, '45:46.1', 37.06065987908875, 95.61557301739884, 118, 78, 52, 'Male', 58.25202654273279, 1.9504841514280473, 0.14806059420251796, 40, 15.311797859641969, 91.33333333333333, 'High Risk'),
(162970, 79, 14, '44:46.1', 36.64790441009539, 99.88681230684273, 134, 80, 55, 'Male', 76.19725084847792, 1.9050560699315466, 0.062818093, 54, 20.995381848790792, 98, 'Low Risk'),
(162971, 97, 12, '43:46.1', 36.38098481109287, 97.43442219578812, 118, 79, 85, 'Male', 65.46587458366075, 1.9016235622528788, 0.096291396, 39, 18.103638726395086, 92, 'High Risk'),
(162972, 82, 14, '42:46.1', 37.26265499383542, 98.01183982987276, 132, 76, 64, 'Female', 64.83645297109548, 1.7180469195547867, 0.082461677, 56, 21.965910382409607, 94.66666666666666, 'Low Risk'),
(162973, 62, 16, '41:46.1', 36.585498556310874, 99.79792725200718, 121, 71, 36, 'Male', 64.09115773931958, 1.5041886950873855, 0.111873642, 50, 28.326536476875436, 87.66666666666666, 'Low Risk'),
(162974, 94, 13, '40:46.1', 36.147346334162165, 98.69396884883678, 113, 86, 57, 'Female', 80.58281097877507, 1.5841964473837729, 0.057995814, 27, 32.10881979763581, 95, 'High Risk'),
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(162976, 65, 16, '38:46.1', 37.23391568374488, 98.52394602228925, 135, 81, 56, 'Male', 75.20963685277485, 1.7224243287435563, 0.13349389765782194, 54, 25.350888750866982, 99, 'Low Risk'),
(162977, 93, 17, '37:46.1', 36.727771293477424, 96.31129465558585, 121, 71, 68, 'Male', 54.75558154418029, 1.846300082201811, 0.084988711, 50, 16.06289490098992, 87.66666666666666, 'High Risk'),
(162978, 79, 16, '36:46.1', 36.36685434554828, 98.60905349596246, 114, 81, 75, 'Female', 75.91673504452051, 1.837775591956812, 0.10643437920712934, 33, 22.477735869760245, 92, 'Low Risk'),
(162979, 77, 16, '35:46.1', 37.23720405317327, 96.54156554810145, 112, 70, 65, 'Male', 61.34738934679484, 1.670218621066714, 0.096837337, 42, 21.991226084263364, 84, 'Low Risk'),
(162980, 86, 14, '34:46.1', 36.46192662478869, 97.10386655, 124, 80, 33, 'Female', 79.23060495076382, 1.5947696362930583, 0.060859981, 44, 31.15279773175173, 94.66666666666667, 'High Risk'),
(162981, 63, 17, '33:46.1', 36.58758821496564, 96.96180705, 134, 73, 46, 'Female', 87.19728218758836, 1.9970160197209308, 0.12737024497420768, 61, 21.864515157772555, 93.33333333333333, 'Low Risk'),
(162982, 76, 12, '32:46.1', 36.560727750757216, 97.45978003122798, 135, 71, 59, 'Male', 53.67794923234286, 1.551769263051956, 0.14438410581306726, 64, 22.29161967200939, 92.33333333333333, 'Low Risk'),
(162983, 86, 12, '31:46.1', 37.48684083, 95.92011700775777, 124, 70, 42, 'Female', 79.27917168768047, 1.8085761785425483, 0.08383181, 54, 24.237369927763453, 88, 'Low Risk'),
(162984, 87, 19, '30:46.1', 36.50432947946151, 99.28719694012744, 139, 78, 64, 'Female', 57.63796794384115, 1.7983407718928097, 0.1368318028750362, 61, 17.822338162395724, 98.33333333333333, 'High Risk'),
(162985, 89, 12, '29:46.1', 37.23172271661056, 96.64538815413425, 119, 86, 24, 'Female', 59.776854462582826, 1.9579022670344377, 0.10805474906391885, 33, 15.593766960064578, 97, 'High Risk'),
(162986, 83, 13, '28:46.1', 36.520470647294765, 98.95140496250743, 121, 74, 32, 'Female', 70.44163183124951, 1.584621697498491, 0.094672728, 47, 28.052928945434434, 89.66666666666667, 'Low Risk'),
(162987, 79, 12, '27:46.1', 37.12102570101201, 97.58607447555958, 134, 89, 78, 'Female', 90.82819592749925, 1.9064565577222385, 0.086630495, 45, 24.990034813273894, 104, 'Low Risk'),
(162988, 72, 12, '26:46.1', 37.48761351672925, 96.39893817378336, 127, 86, 40, 'Male', 97.94330832020304, 1.855997883515693, 0.091299208, 41, 28.432812180477633, 99.66666666666667, 'Low Risk'),
(162989, 78, 17, '25:46.1', 36.05177651997802, 95.91327058848046, 118, 85, 42, 'Female', 92.24454923100834, 1.9247963765670253, 0.14657895837958518, 33, 24.89838213276677, 96, 'Low Risk'),
(162990, 69, 15, '24:46.1', 36.63557881, 95.61652855256379, 113, 85, 48, 'Female', 68.43666167138898, 1.7084581912818269, 0.090714389, 28, 23.446612492670955, 94.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(162992, 76, 16, '22:46.1', 36.33633178, 97.14203332118684, 135, 83, 61, 'Male', 65.21068127389889, 1.8000703052049694, 0.14746706955662417, 52, 20.125181332231083, 100.33333333333333, 'Low Risk'),
(162993, 83, 13, '21:46.1', 36.11042822096855, 97.17761766730406, 120, 80, 87, 'Male', 79.38804422474527, 1.7134518301402561, 0.1100270430698328, 40, 27.040287417535968, 93.33333333333333, 'Low Risk'),
(162994, 88, 18, '20:46.1', 36.20028356032322, 98.33319936757199, 116, 81, 64, 'Female', 55.02897925632951, 1.582203548009433, 0.10008169817829063, 35, 21.981976991078827, 92.66666666666667, 'Low Risk'),
(162995, 71, 14, '19:46.1', 36.57499997721775, 98.17379232773547, 111, 71, 74, 'Male', 98.30299005694314, 1.9913329363252932, 0.074565642, 40, 24.790139687024837, 84.33333333333333, 'Low Risk'),
(162996, 88, 16, '18:46.1', 36.817062158097826, 95.46501743010492, 128, 89, 24, 'Female', 78.04868620343282, 1.7529213329492253, 0.086870111, 39, 25.400411013854836, 102, 'Low Risk'),
(162997, 65, 12, '17:46.1', 37.196457620896375, 96.34894417894746, 138, 89, 86, 'Male', 67.37413407391207, 1.8167926222025579, 0.10597267645043594, 49, 20.411855315304237, 105.33333333333333, 'Low Risk'),
(162998, 87, 15, '16:46.1', 36.166406846696965, 98.67230144392393, 135, 77, 32, 'Male', 69.53786944059686, 1.7043964256960524, 0.12010125497218968, 58, 23.937574929204885, 96.33333333333333, 'Low Risk'),
(162999, 83, 14, '15:46.1', 36.163406908709845, 99.29452184520807, 112, 81, 69, 'Male', 96.42405454627064, 1.8799649982658422, 0.11374115168691923, 31, 27.28260668905071, 91.33333333333333, 'Low Risk'),
(163000, 66, 14, '14:46.1', 36.16781095856206, 97.69779281398681, 112, 75, 89, 'Male', 94.70750836933667, 1.6836623202997407, 0.064108894, 37, 33.40984230091066, 87.33333333333333, 'High Risk'),
(163001, 89, 17, '13:46.1', 36.57221459216253, 95.72334141, 114, 75, 67, 'Male', 50.775481496184526, 1.5591406314178313, 0.12064145553851924, 39, 20.887356129171867, 88, 'Low Risk'),
(163002, 76, 19, '12:46.1', 36.67951566, 99.42654737676676, 137, 86, 57, 'Female', 80.32378811516378, 1.6083321903048997, 0.052857808011888746, 51, 31.052221346077097, 103, 'High Risk'),
(163003, 78, 12, '11:46.1', 36.88734131935708, 99.13521563, 136, 87, 33, 'Female', 54.021930193357996, 1.643716363, 0.062107958, 49, 19.994766669910685, 103.33333333333333, 'Low Risk'),
(163004, 71, 14, '10:46.1', 36.726620528144274, 95.71551716750554, 117, 89, 49, 'Male', 85.50975764655907, 1.5823492871972593, 0.11686137683897604, 28, 34.15159283583075, 98.33333333333333, 'High Risk'),
(163005, 65, 15, '09:46.1', 36.36169734135406, 99.73164925531985, 131, 76, 37, 'Female', 82.38457206369546, 1.9138238036762312, 0.054552587, 55, 22.492720482548545, 94.33333333333333, 'Low Risk'),
(163006, 62, 17, '08:46.1', 36.698661975131465, 98.90575107954243, 113, 71, 29, 'Male', 72.45243945384547, 1.8269211026398398, 0.10698326781467898, 42, 21.707680854428855, 85, 'Low Risk'),
(163007, 88, 19, '07:46.1', 37.15731219944896, 99.30367569989414, 126, 76, 55, 'Male', 74.70897639496845, 1.9351168029304415, 0.053297158, 50, 19.950712859163488, 92.66666666666666, 'Low Risk'),
(163008, 96, 15, '06:46.1', 36.04581347474333, 95.29364816580346, 110, 79, 81, 'Female', 59.76646148927264, 1.6620159466213225, 0.10609373983208617, 31, 21.63650807, 89.33333333333333, 'High Risk'),
(163009, 93, 16, '05:46.1', 36.6046427, 99.04575058, 128, 86, 34, 'Male', 60.12836547134661, 1.655861065546194, 0.1450250630484473, 42, 21.92964538055998, 100, 'High Risk'),
(163010, 91, 16, '04:46.1', 37.25848229641323, 96.25321843172074, 139, 76, 20, 'Male', 52.433243151150776, 1.516680074743678, 0.11084441005387044, 63, 22.79390628, 97, 'High Risk'),
(163011, 70, 14, '03:46.1', 36.69430880318689, 98.00196361153336, 133, 79, 63, 'Female', 55.67339718908947, 1.5864047660910032, 0.088763649, 54, 22.121761756696344, 97, 'Low Risk'),
(163012, 80, 17, '02:46.1', 36.698368336852376, 98.40710509310512, 121, 71, 48, 'Female', 86.01170083476583, 1.8522322594589342, 0.092493089, 50, 25.07071084924661, 87.66666666666666, 'Low Risk'),
(163013, 94, 15, '01:46.1', 36.501240870312536, 95.80743097775297, 138, 81, 51, 'Female', 84.46465255046074, 1.7005753541202366, 0.14728030588557395, 57, 29.206750352926154, 100, 'High Risk'),
(163014, 89, 16, '00:46.1', 36.21321847, 96.03416715786855, 137, 83, 81, 'Male', 66.02016728836094, 1.7739791970353578, 0.087245607, 54, 20.978748431247407, 101, 'Low Risk'),
(163015, 94, 17, '59:46.1', 36.53737336857247, 99.21377045520632, 125, 83, 38, 'Female', 93.63099468267491, 1.7809786601122077, 0.061459322, 42, 29.51903837735068, 97, 'High Risk'),
(163016, 80, 19, '58:46.1', 37.22906891138981, 99.69865570621995, 112, 87, 56, 'Male', 62.86211616631848, 1.5353358411254812, 0.083922152, 25, 26.667494874695542, 95.33333333333333, 'Low Risk'),
(163017, 72, 17, '57:46.1', 36.30356134960263, 96.76690510242861, 114, 85, 44, 'Female', 57.401774289168785, 1.5919678569293851, 0.10121582627403011, 29, 22.649401327305117, 94.66666666666667, 'Low Risk'),
(163018, 88, 18, '56:46.1', 37.05164458061456, 98.72666477763188, 128, 78, 88, 'Male', 95.75932765117635, 1.7765271574266643, 0.13765603334136192, 50, 30.34152369, 94.66666666666666, 'High Risk'),
(163019, 82, 14, '55:46.1', 37.10434378697315, 96.51093226237539, 127, 79, 24, 'Female', 51.367693191877564, 1.8323518253809503, 0.12053371987485285, 48, 15.299327195091607, 95, 'High Risk'),
(163020, 94, 16, '54:46.1', 36.748313390461426, 99.90397409934965, 125, 78, 36, 'Female', 74.73592816783184, 1.6431543271993219, 0.10266529901131508, 47, 27.68042301789415, 93.66666666666667, 'High Risk'),
(163021, 65, 17, '53:46.1', 36.88321332301936, 99.01502472186527, 125, 72, 38, 'Female', 86.47437898611396, 1.5052738088617699, 0.13067387986081647, 53, 38.16422446519605, 89.66666666666666, 'High Risk'),
(163022, 62, 16, '52:46.1', 36.12399372, 97.32182480132138, 119, 83, 57, 'Female', 98.35878449924792, 1.8043213706722643, 0.062076927835617295, 36, 30.212409823156406, 95, 'High Risk'),
(163023, 74, 12, '51:46.1', 36.08561647741267, 95.62368230105649, 135, 75, 63, 'Male', 68.69756602757693, 1.9101165974348309, 0.1061590966056186, 60, 18.828754530547332, 95, 'Low Risk'),
(163024, 75, 12, '50:46.1', 36.66550832969789, 96.91210197, 126, 73, 44, 'Male', 98.18801689770304, 1.7827333766749633, 0.056886621, 53, 30.89482202056968, 90.66666666666666, 'High Risk'),
(163025, 73, 18, '49:46.1', 36.95207269869691, 95.67466306133515, 121, 80, 60, 'Female', 66.19938386, 1.827180040021179, 0.055944845, 41, 19.828563962198142, 93.66666666666667, 'Low Risk'),
(163026, 60, 15, '48:46.1', 37.32919262764236, 96.68530519654146, 125, 76, 50, 'Female', 83.10776874063953, 1.5545822892963999, 0.14602991673029797, 49, 34.38857590866353, 92.33333333333333, 'High Risk'),
(163027, 99, 18, '47:46.1', 37.10425265840847, 99.73452673356634, 119, 87, 22, 'Male', 69.92179626183504, 1.8011580446226154, 0.11328924155458082, 32, 21.55305972223652, 97.66666666666667, 'High Risk'),
(163028, 94, 12, '46:46.1', 37.42372473959492, 97.42003642910007, 139, 71, 84, 'Male', 78.46583219220953, 1.6758859085905504, 0.12785894749361434, 68, 27.93776671346542, 93.66666666666666, 'High Risk'),
(163029, 62, 15, '45:46.1', 36.50242221885434, 95.81742716495243, 117, 79, 31, 'Female', 93.70853843768103, 1.5793475427999182, 0.090099256, 38, 37.56849056, 91.66666666666667, 'High Risk'),
(163030, 80, 19, '44:46.1', 37.46609187534515, 97.51053816451376, 131, 73, 60, 'Male', 66.61336648575937, 1.9649216499954973, 0.10761620888215166, 58, 17.253249661220938, 92.33333333333333, 'High Risk'),
(163031, 69, 17, '43:46.1', 36.48820312848982, 96.51559425845336, 123, 72, 89, 'Male', 50.45002962708464, 1.5360818428086158, 0.051150150429248156, 51, 21.381231431312386, 89, 'Low Risk'),
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(163207, 80, 15, '47:46.1', 36.76740906957759, 95.24257604651389, 131, 86, 64, 'Male', 61.06398991434902, 1.645332885, 0.12999767327003126, 45, 22.55680689753803, 101, 'Low Risk'),
(163208, 71, 15, '46:46.1', 37.40576159168508, 96.26871669271227, 117, 77, 68, 'Female', 81.73899843441893, 1.8855437822847505, 0.058843163038752214, 40, 22.99090514085552, 90.33333333333333, 'Low Risk'),
(163209, 96, 13, '45:46.2', 36.70289946508161, 95.72223338251456, 117, 82, 21, 'Male', 56.979578541014504, 1.553413932373102, 0.14623410830988018, 35, 23.612656026434145, 93.66666666666667, 'High Risk'),
(163210, 77, 16, '44:46.1', 37.49198288184413, 96.57679060207217, 120, 72, 47, 'Male', 68.77180172, 1.8309066446466182, 0.070190906, 48, 20.51530607678124, 88, 'Low Risk'),
(163211, 67, 18, '43:46.1', 37.387789199680114, 99.64258142823802, 111, 84, 57, 'Male', 80.76123091962351, 1.8489824756373836, 0.12167384587885997, 27, 23.62312454312219, 93, 'Low Risk'),
(163212, 74, 19, '42:46.1', 37.00464006066627, 98.95124903794702, 137, 84, 40, 'Female', 54.59240317568847, 1.673666812573077, 0.10763531815793687, 53, 19.48920857492675, 101.66666666666666, 'Low Risk'),
(163213, 62, 19, '41:46.1', 36.905531843334785, 99.63482186764324, 123, 84, 85, 'Male', 93.23312783491495, 1.892290944304272, 0.09778733, 39, 26.03720919103998, 97, 'Low Risk'),
(163214, 80, 14, '40:46.1', 36.97000238311023, 98.61580680454297, 111, 87, 77, 'Female', 79.85663544914343, 1.7655523478340627, 0.11775700657265106, 24, 25.618270731710794, 95, 'Low Risk'),
(163215, 88, 13, '39:46.1', 36.15671952126655, 97.91465448767876, 116, 79, 43, 'Male', 77.92781218243802, 1.7285671225493897, 0.05968079, 37, 26.080744629858675, 91.33333333333333, 'Low Risk'),
(163216, 98, 17, '38:46.1', 36.00430343489429, 97.86723641361064, 121, 82, 19, 'Male', 95.62698166103648, 1.9371985657903024, 0.084752808, 39, 25.481921317717376, 95, 'High Risk'),
(163217, 85, 12, '37:46.1', 37.433262788720114, 97.16686421310176, 115, 71, 37, 'Male', 69.61741788575554, 1.598838808204828, 0.12065886630501312, 44, 27.233819126568907, 85.66666666666667, 'Low Risk'),
(163218, 95, 18, '36:46.1', 36.706651818913386, 97.61467904209556, 116, 88, 74, 'Female', 90.51295647269153, 1.8347675075453163, 0.053515499, 28, 26.88739143173715, 97.33333333333333, 'High Risk'),
(163219, 66, 18, '35:46.1', 37.14198667415781, 96.96331558800482, 123, 89, 85, 'Female', 85.20740718212808, 1.553229722728207, 0.099717206, 34, 35.318802064847304, 100.33333333333333, 'High Risk'),
(163220, 73, 18, '34:46.1', 37.186108129487366, 97.08436127581876, 128, 78, 78, 'Female', 94.59287034004498, 1.7807839469137225, 0.065267644, 50, 29.828810832327576, 94.66666666666666, 'Low Risk'),
(163221, 94, 19, '33:46.1', 36.27634738285035, 95.94537422033358, 118, 84, 60, 'Male', 54.65513387850415, 1.641574409, 0.080079398, 34, 20.28195506574307, 95.33333333333333, 'High Risk'),
(163222, 71, 16, '32:46.2', 36.53585569386031, 99.52927583333155, 135, 71, 37, 'Male', 83.30745229722434, 1.8852146340142792, 0.1478711324295885, 64, 23.44025049480698, 92.33333333333333, 'Low Risk'),
(163223, 72, 18, '31:46.1', 36.86495439402454, 95.46399380912511, 128, 82, 79, 'Female', 53.93058403, 1.5982309192158852, 0.13040542318420054, 46, 21.11329748668767, 97.33333333333333, 'Low Risk'),
(163224, 60, 19, '30:46.1', 36.30029329413328, 95.44700649424593, 117, 79, 19, 'Female', 92.19634037, 1.8827580893285223, 0.12294257024456103, 38, 26.009058895222378, 91.66666666666667, 'Low Risk'),
(163225, 60, 15, '29:46.1', 36.91312508637632, 95.62322040329082, 134, 75, 55, 'Male', 54.68003500218182, 1.8936792165708278, 0.12422737042931398, 59, 15.248107966805659, 94.66666666666666, 'High Risk'),
(163226, 78, 12, '28:46.1', 36.34066970722691, 95.39652000725911, 114, 88, 77, 'Male', 53.27045414414309, 1.969480210438997, 0.097928135, 26, 13.733560866343831, 96.66666666666667, 'High Risk'),
(163227, 94, 17, '27:46.1', 36.83456493733892, 99.93555617202341, 137, 87, 55, 'Male', 60.065229616038124, 1.5126000831940132, 0.073475283, 50, 26.25275597571651, 103.66666666666666, 'High Risk'),
(163228, 66, 16, '26:46.1', 36.405015123316474, 97.16095497227359, 128, 81, 54, 'Female', 93.45844256391035, 1.9068895717889545, 0.085454723, 47, 25.70203152882676, 96.66666666666667, 'Low Risk'),
(163229, 66, 16, '25:46.1', 36.21565981120321, 96.30750146471327, 117, 79, 47, 'Female', 85.65104158679533, 1.8651426081782065, 0.090181087, 38, 24.621162917205666, 91.66666666666667, 'Low Risk'),
(163230, 70, 17, '24:46.1', 36.05333806532435, 98.48019760265935, 120, 70, 84, 'Female', 74.27862004942929, 1.9555049614280176, 0.070106902, 50, 19.424327083408013, 86.66666666666666, 'Low Risk'),
(163231, 93, 15, '23:46.1', 36.76816888654251, 97.97279514426378, 139, 84, 67, 'Female', 89.69166238568363, 1.5252278111417676, 0.088994493, 55, 38.55517176103876, 102.33333333333333, 'High Risk'),
(163232, 68, 17, '22:46.1', 36.516953475533384, 97.11314825667607, 138, 75, 23, 'Male', 52.019500316900356, 1.7417578455454277, 0.13165003133080866, 63, 17.14709781599416, 96, 'High Risk'),
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(163234, 85, 15, '20:46.1', 36.13413328251443, 98.76160655, 136, 84, 55, 'Female', 55.24350451874928, 1.7436155073406163, 0.062112054157373475, 52, 18.171039633460893, 101.33333333333333, 'High Risk'),
(163235, 73, 15, '19:46.1', 36.840372323450666, 97.78462234763076, 115, 74, 86, 'Male', 58.178099218506546, 1.703008442313642, 0.060334601, 41, 20.05976893666782, 87.66666666666667, 'Low Risk'),
(163236, 72, 17, '18:46.1', 37.051181943713836, 97.58865620637307, 114, 82, 55, 'Female', 96.75597736537958, 1.6272092428762508, 0.11149487972090086, 32, 36.541889442598624, 92.66666666666667, 'High Risk'),
(163237, 88, 13, '17:46.1', 37.47393804086478, 99.88418178809859, 138, 78, 47, 'Female', 75.36076401267393, 1.8024053548645846, 0.050025930442148286, 60, 23.197455738145287, 98, 'Low Risk'),
(163238, 77, 19, '16:46.2', 37.429965002068585, 97.96052467459734, 135, 74, 58, 'Female', 66.11083272606464, 1.8248139063483286, 0.062413069, 61, 19.853426103501356, 94.33333333333333, 'Low Risk'),
(163239, 87, 14, '15:46.1', 37.10934857266481, 95.08988094015008, 131, 84, 84, 'Female', 72.68124282, 1.9251226917478397, 0.13184954473257937, 47, 19.61126095819575, 99.66666666666667, 'Low Risk'),
(163240, 83, 12, '14:46.1', 37.01744545332628, 97.17751438477745, 122, 72, 55, 'Male', 99.19191929910878, 1.8274300257269023, 0.10543411077993523, 50, 29.70262149412562, 88.66666666666666, 'Low Risk'),
(163241, 99, 15, '13:46.1', 36.899198722787254, 95.67246150653703, 116, 77, 24, 'Male', 90.76643004, 1.5246562750637154, 0.081872872, 39, 39.04643275775887, 90, 'High Risk'),
(163242, 97, 14, '12:46.1', 36.708136072188296, 97.80876970280286, 111, 89, 79, 'Male', 62.460127560661995, 1.8159466382787064, 0.10661203662566757, 22, 18.94072949370394, 96.33333333333333, 'High Risk'),
(163243, 72, 12, '11:46.1', 36.07122687134499, 96.23828757618934, 139, 85, 84, 'Female', 63.428910653635945, 1.557132001161925, 0.096458026, 54, 26.15991885356655, 103, 'Low Risk'),
(163244, 90, 18, '10:46.1', 36.50813751902478, 98.39207118248353, 138, 77, 60, 'Male', 51.17067208383629, 1.5442177019270362, 0.14113275017286497, 61, 21.45873259, 97.33333333333333, 'Low Risk'),
(163245, 83, 14, '09:46.1', 36.25245137826467, 95.61703335206565, 119, 80, 32, 'Female', 98.00341540771235, 1.7221654990704076, 0.082747045, 39, 33.04391086116261, 93, 'High Risk'),
(163246, 64, 15, '08:46.1', 36.86163104516525, 95.31678617250516, 121, 77, 53, 'Male', 95.01932983040413, 1.9720202740048158, 0.05932033, 44, 24.433698576555102, 91.66666666666667, 'Low Risk'),
(163247, 66, 16, '07:46.1', 37.43309477155862, 99.96695422, 139, 87, 27, 'Female', 75.21217852575779, 1.871377943650083, 0.093780761, 52, 21.47658153962224, 104.33333333333333, 'Low Risk'),
(163248, 89, 15, '06:46.1', 36.979707488713125, 97.04183123, 115, 75, 78, 'Male', 65.97956103638124, 1.7934847081508143, 0.13179895349601461, 40, 20.512286117205964, 88.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(163250, 61, 18, '04:46.1', 36.27149591696121, 95.13683904113266, 110, 70, 62, 'Female', 84.70830542455997, 1.6886290517456901, 0.14155994520396387, 40, 29.70690999, 83.33333333333333, 'Low Risk'),
(163251, 81, 15, '03:46.1', 36.640335364813744, 95.66266096491074, 113, 82, 86, 'Female', 63.07819594, 1.6887269262721611, 0.12627243386027054, 31, 22.118741218059302, 92.33333333333333, 'Low Risk'),
(163252, 90, 16, '02:46.1', 36.96179383477779, 98.48638782, 118, 76, 61, 'Female', 78.98035229574027, 1.7756290666894379, 0.13576777083135017, 42, 25.050394817837205, 90, 'Low Risk'),
(163253, 84, 12, '01:46.1', 36.412047623775386, 95.69685956458366, 118, 87, 39, 'Female', 94.94181497675407, 1.8623370383124764, 0.075915847, 31, 27.374170534331704, 97.33333333333333, 'Low Risk'),
(163254, 83, 18, '00:46.2', 36.32292577, 95.49082137089951, 127, 77, 59, 'Male', 77.76188745043537, 1.6984758533222593, 0.11920799042837223, 50, 26.955540173668226, 93.66666666666666, 'Low Risk'),
(163255, 78, 19, '59:46.1', 36.50559304, 98.20681841108556, 118, 87, 28, 'Male', 73.94924772294245, 1.6906172689859185, 0.050882997183400204, 31, 25.872783756323308, 97.33333333333333, 'Low Risk'),
(163256, 99, 13, '58:46.1', 36.005986567988636, 99.90121152435984, 110, 89, 26, 'Female', 80.29435679994059, 1.944044860576632, 0.12365953128025452, 21, 21.245769169004635, 96, 'High Risk'),
(163257, 92, 19, '57:46.1', 37.10804947456183, 97.53801540415608, 131, 78, 51, 'Male', 96.72531539, 1.9779197811517872, 0.099947949, 53, 24.724231807440646, 95.66666666666666, 'High Risk'),
(163258, 61, 18, '56:46.1', 37.389299575607005, 97.34838761574267, 132, 85, 79, 'Male', 73.25945978277177, 1.5141594029712488, 0.06523952, 47, 31.953653104231687, 100.66666666666667, 'High Risk'),
(163259, 69, 12, '55:46.1', 37.310593951446975, 98.24102094724167, 132, 79, 21, 'Female', 57.33612866712449, 1.690327526950905, 0.12693369332016774, 53, 20.067193482934865, 96.66666666666666, 'Low Risk'),
(163260, 98, 18, '54:46.1', 37.439408726457934, 98.74255775937134, 111, 83, 26, 'Female', 92.73823992, 1.6065766201900273, 0.098450657, 28, 35.929896319282925, 92.33333333333333, 'High Risk'),
(163261, 98, 19, '53:46.1', 36.21369155779902, 98.99353540201737, 126, 89, 60, 'Female', 62.01763590424814, 1.7863780537558593, 0.084756418, 37, 19.43428009784408, 101.33333333333333, 'High Risk'),
(163262, 91, 14, '52:46.1', 36.48981477442931, 95.43837206746349, 131, 86, 25, 'Female', 80.22467143, 1.5752595817115147, 0.10248566126707451, 45, 32.32984981599995, 101, 'High Risk'),
(163263, 95, 16, '51:46.1', 36.38423798147759, 95.47967261899201, 126, 84, 30, 'Male', 91.51187657075847, 1.5533473827342246, 0.092686842, 42, 37.92628298640617, 98, 'High Risk'),
(163264, 79, 14, '50:46.1', 37.13743984462306, 95.29443119724282, 120, 88, 58, 'Female', 58.27069890220341, 1.9195857480504752, 0.061096823952619395, 32, 15.813761820224384, 98.66666666666667, 'High Risk'),
(163265, 77, 18, '49:46.1', 37.427954477280394, 97.03993351255717, 125, 85, 68, 'Male', 76.13625303267203, 1.5029908130322016, 0.13054680428602422, 40, 33.70379834465994, 98.33333333333333, 'High Risk'),
(163266, 91, 15, '48:46.1', 36.039662197105514, 97.58985457988774, 121, 88, 35, 'Male', 91.83172151616102, 1.656635056363642, 0.14042518921704572, 33, 33.46100888369144, 99, 'High Risk'),
(163267, 82, 14, '47:46.2', 36.463168342952564, 97.15501361621544, 118, 84, 43, 'Female', 90.02513121878013, 1.9851908761160049, 0.10714145908196002, 34, 22.84331991627636, 95.33333333333333, 'Low Risk'),
(163268, 80, 16, '46:46.1', 36.94342031474775, 99.35372431436134, 116, 89, 48, 'Male', 66.76343675846509, 1.5437193224585588, 0.10269962148138961, 27, 28.015733933897526, 98, 'Low Risk'),
(163269, 63, 19, '45:46.1', 36.387086259018666, 97.74478699, 137, 84, 45, 'Male', 75.94945993, 1.6854885332431577, 0.10479343295623587, 53, 26.734562746244023, 101.66666666666666, 'Low Risk'),
(163270, 97, 19, '44:46.1', 36.69733594218047, 97.10956751367634, 115, 70, 69, 'Male', 65.48474533531609, 1.6515842999819585, 0.099163588, 45, 24.00704194757604, 85, 'High Risk'),
(163271, 71, 13, '43:46.1', 36.51107977450904, 99.86867139181226, 119, 74, 43, 'Male', 95.03165245447394, 1.757419240060651, 0.13654485294798124, 45, 30.76929372624744, 89, 'High Risk'),
(163272, 61, 15, '42:46.1', 36.24330123618855, 99.66068730397693, 132, 78, 18, 'Male', 77.40420241318736, 1.8443303719764128, 0.13252565405047229, 54, 22.755537779989336, 96, 'Low Risk'),
(163273, 60, 15, '41:46.1', 36.85307444941301, 98.23255269, 116, 82, 69, 'Female', 97.13301706542185, 1.6259599341978868, 0.09966978, 34, 36.74068076, 93.33333333333333, 'High Risk'),
(163274, 89, 16, '40:46.1', 36.033833270207644, 97.28706347564567, 115, 70, 67, 'Female', 86.95656980729032, 1.8520691145829562, 0.092391045, 45, 25.350587050069866, 85, 'Low Risk'),
(163275, 82, 19, '39:46.1', 36.30254536266078, 97.38060689420001, 135, 84, 77, 'Male', 62.870288127137904, 1.5109024346285358, 0.13037660935264167, 51, 27.540549971303292, 101, 'Low Risk'),
(163276, 88, 14, '38:46.1', 36.81093582564598, 95.76594081, 137, 83, 78, 'Female', 51.45800613180895, 1.7375565601751415, 0.095126778, 54, 17.044138455665387, 101, 'High Risk'),
(163277, 78, 15, '37:46.1', 36.123789961452715, 96.95175500529234, 135, 84, 68, 'Male', 54.02864785102565, 1.9843451751058632, 0.13932304738845275, 51, 13.721123070720049, 101, 'High Risk'),
(163278, 86, 15, '36:46.1', 36.32734943362959, 99.90877529986493, 126, 80, 82, 'Male', 89.45966689353958, 1.7874371424607798, 0.071174515, 46, 28.00049573, 95.33333333333333, 'Low Risk'),
(163279, 75, 19, '35:46.1', 36.23416817431157, 99.20035385395812, 134, 83, 69, 'Female', 51.296443390701825, 1.6908029616413842, 0.063529126, 51, 17.943256062185068, 100, 'High Risk'),
(163280, 93, 15, '34:46.1', 36.72406614472559, 99.03331702043859, 126, 78, 42, 'Male', 80.97526306939827, 1.8155257835585696, 0.10018722288272973, 48, 24.566739775827482, 94, 'High Risk'),
(163281, 94, 17, '33:46.1', 37.375102650408735, 98.18198763, 137, 78, 36, 'Female', 62.25230755874996, 1.5037425239889168, 0.11546661155240179, 59, 27.530144568344294, 97.66666666666666, 'High Risk'),
(163282, 95, 15, '32:46.1', 36.482961891132334, 95.56495876843971, 139, 85, 26, 'Male', 82.58230028050994, 1.888418191765034, 0.059900431, 54, 23.157444120049785, 103, 'High Risk'),
(163283, 63, 17, '31:46.2', 36.693623031871375, 96.46864691062298, 132, 76, 79, 'Female', 73.60600920408277, 1.989173426268597, 0.085182059, 56, 18.602356972948996, 94.66666666666666, 'Low Risk'),
(163284, 63, 12, '30:46.1', 36.399916315955295, 96.29297080272286, 121, 73, 56, 'Male', 94.03912067510504, 1.523963605, 0.11677839670360558, 48, 40.49108073659014, 89, 'High Risk'),
(163285, 68, 13, '29:46.1', 37.18105531371252, 98.89644647323527, 121, 88, 67, 'Female', 99.56359179, 1.533468166172522, 0.068861628, 33, 42.3400168, 99, 'High Risk'),
(163286, 97, 12, '28:46.1', 36.997947252205805, 99.39391082124881, 118, 76, 40, 'Female', 89.43988550202604, 1.5803847644081146, 0.071681355, 42, 35.81010266352638, 90, 'High Risk'),
(163287, 83, 14, '27:46.1', 36.54582881, 99.17611966572535, 136, 80, 51, 'Male', 63.27964888598551, 1.8806657379363194, 0.055213354948179354, 56, 17.89125622950827, 98.66666666666666, 'High Risk'),
(163288, 84, 18, '26:46.1', 37.454626625773265, 95.41270924420718, 123, 71, 23, 'Male', 54.22831381712675, 1.5829528578332417, 0.12201260768305976, 52, 21.641638487986324, 88.33333333333333, 'Low Risk'),
(163289, 93, 13, '25:46.1', 36.725869962383705, 97.72727720834486, 139, 74, 21, 'Female', 56.40169196850102, 1.7760101969551774, 0.069780246, 65, 17.88138782052727, 95.66666666666666, 'High Risk'),
(163290, 75, 12, '24:46.1', 36.06009130919963, 95.41201983188994, 113, 86, 35, 'Female', 88.94103138726632, 1.6380464644457016, 0.059924221285684115, 27, 33.147419758131576, 95, 'High Risk'),
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(163466, 65, 15, '28:46.2', 36.967556776606244, 97.89836258393571, 119, 80, 80, 'Male', 59.58651507767475, 1.7003056098779818, 0.14360378018657982, 39, 20.610760227045617, 93, 'Low Risk'),
(163467, 93, 13, '27:46.2', 36.14467708965845, 99.03683006973051, 110, 77, 69, 'Male', 70.34579752412813, 1.8482089812823999, 0.12476377881322055, 33, 20.59377696787079, 88, 'High Risk'),
(163468, 86, 18, '26:46.2', 37.14681722728365, 98.51186402124016, 112, 73, 68, 'Male', 93.31532963858626, 1.6208192117703923, 0.076033479, 39, 35.52089034228564, 86, 'High Risk'),
(163469, 68, 14, '25:46.2', 37.171996662911596, 96.65676773870541, 121, 72, 37, 'Male', 92.02448198, 1.9124732629048724, 0.1455316266449867, 49, 25.160115873039107, 88.33333333333333, 'Low Risk'),
(163470, 88, 16, '24:46.2', 37.47148901161438, 96.50494951240952, 111, 75, 43, 'Female', 95.62258508, 1.5740628250605324, 0.075091937, 36, 38.59369460031896, 87, 'High Risk'),
(163471, 74, 17, '23:46.2', 36.14548739506061, 96.94291922817264, 121, 77, 25, 'Male', 94.83409183792466, 1.5721797651915213, 0.050455243694060375, 44, 38.36719813555681, 91.66666666666667, 'High Risk'),
(163472, 75, 15, '22:46.2', 36.880390300657325, 97.91203776, 129, 80, 71, 'Female', 81.79223594995578, 1.6291170107480795, 0.073388326, 49, 30.81821805, 96.33333333333333, 'High Risk'),
(163473, 76, 18, '21:46.2', 37.447034715916864, 96.05473683, 117, 85, 37, 'Male', 88.55355616722301, 1.6420798608875118, 0.0969647, 32, 32.841081978696614, 95.66666666666667, 'High Risk'),
(163474, 84, 18, '20:46.2', 36.93708987736024, 98.82623705488824, 120, 81, 53, 'Male', 81.97448260321865, 1.5683628767131523, 0.091691789, 39, 33.326183116752155, 94, 'High Risk'),
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(163476, 65, 15, '18:46.2', 36.219791687401504, 96.55195125491575, 139, 79, 45, 'Female', 93.10429258517101, 1.6924038499503813, 0.12715930097798822, 60, 32.505862609639735, 99, 'High Risk'),
(163477, 70, 14, '17:46.2', 36.01651920212774, 95.90833192720058, 136, 77, 68, 'Male', 92.54824919416481, 1.544429457001248, 0.091790087, 59, 38.800029390990005, 96.66666666666666, 'High Risk'),
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(163479, 96, 13, '15:46.2', 37.02318321929881, 97.32322420842237, 139, 70, 88, 'Male', 77.79193410406008, 1.626640603011849, 0.085228377, 69, 29.400272246735586, 93, 'High Risk'),
(163480, 66, 18, '14:46.2', 37.39282375084832, 99.55413342107512, 127, 79, 58, 'Female', 85.67331693, 1.6580392233060293, 0.068362984, 48, 31.164199869766563, 95, 'High Risk'),
(163481, 79, 16, '13:46.2', 36.06100146111943, 98.23573284567469, 130, 73, 48, 'Male', 96.28852509018843, 1.7106487867062021, 0.1479893703598012, 57, 32.90431294674413, 92, 'High Risk'),
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(163483, 95, 16, '11:46.2', 37.42924310324495, 95.8346138, 139, 87, 69, 'Male', 79.83491166533909, 1.9069112156727464, 0.11168704143398989, 52, 21.954922221862926, 104.33333333333333, 'High Risk'),
(163484, 60, 19, '10:46.2', 37.493985489879705, 95.96086187, 111, 77, 54, 'Male', 66.22040864830362, 1.7815791013049784, 0.11996054204610915, 34, 20.863234393579916, 88.33333333333333, 'Low Risk'),
(163485, 87, 13, '09:46.2', 37.32962330405595, 97.44830272973529, 129, 87, 79, 'Male', 92.77399680218461, 1.5379176794018374, 0.075473059, 42, 39.22474129727306, 101, 'High Risk'),
(163486, 64, 16, '08:46.2', 37.08701145663263, 97.49842820513723, 121, 86, 54, 'Female', 80.23193525388106, 1.722432989740682, 0.14531401256551424, 35, 27.04348133051497, 97.66666666666667, 'Low Risk'),
(163487, 64, 13, '07:46.2', 37.05535140275543, 97.60094469703579, 131, 74, 71, 'Male', 97.02283999862237, 1.7212806202549396, 0.13845661615493998, 57, 32.74693250724915, 93, 'High Risk'),
(163488, 84, 15, '06:46.2', 36.673321873937645, 98.92127534661431, 135, 81, 73, 'Female', 79.90266988943957, 1.8749411098552038, 0.10815924496647528, 54, 22.72929829101974, 99, 'Low Risk'),
(163489, 65, 16, '05:46.2', 36.846121059996385, 96.19277215, 136, 80, 33, 'Male', 52.390676217368636, 1.5324185302996591, 0.05542723, 56, 22.309981706868722, 98.66666666666666, 'Low Risk'),
(163490, 99, 12, '04:46.2', 36.29888815929969, 98.71423869201368, 118, 83, 87, 'Female', 97.59474701014659, 1.8672313181601012, 0.059595606, 35, 27.991759406485453, 94.66666666666667, 'High Risk'),
(163491, 96, 14, '03:46.2', 36.98166457873666, 98.27290588119085, 115, 71, 80, 'Male', 91.60179129607262, 1.9720940977992005, 0.072056282, 44, 23.55313383514807, 85.66666666666667, 'High Risk'),
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(163494, 79, 16, '00:46.2', 37.024403245483576, 96.38364352402102, 126, 78, 50, 'Male', 57.18285841575684, 1.5200310174690839, 0.12380410804759921, 48, 24.749188328474386, 94, 'Low Risk'),
(163495, 76, 17, '59:46.2', 36.420928647271374, 99.57421644, 118, 71, 69, 'Female', 60.734151975800195, 1.7453024124107281, 0.14884821715886862, 47, 19.93845919736154, 86.66666666666667, 'Low Risk'),
(163496, 83, 14, '58:46.2', 36.27556075432063, 97.42414971, 136, 70, 23, 'Male', 57.403033822594736, 1.5135391809712537, 0.05865614, 66, 25.058063761448672, 92, 'Low Risk'),
(163497, 63, 16, '57:46.2', 36.51148929064853, 95.03028962, 116, 75, 42, 'Female', 91.37325475, 1.539039267425521, 0.094906798, 41, 38.57622211077447, 88.66666666666667, 'High Risk'),
(163498, 99, 13, '56:46.2', 36.64881023639505, 96.70761190118061, 118, 79, 46, 'Female', 93.61477949491386, 1.8951431208295562, 0.092071605, 39, 26.065159805337636, 92, 'High Risk'),
(163499, 93, 18, '55:46.2', 36.74530013305414, 95.38693213671259, 132, 71, 81, 'Female', 73.19697953344556, 1.500343900832798, 0.096322657, 61, 32.51707899381526, 91.33333333333333, 'High Risk'),
(163500, 68, 19, '54:46.2', 36.25319757098864, 97.53416039405833, 124, 84, 64, 'Male', 67.02544921082477, 1.8398711564361125, 0.132824243, 40, 19.79998727951902, 97.33333333333333, 'Low Risk'),
(163501, 67, 19, '53:46.2', 36.586730224957954, 95.69004828, 136, 73, 79, 'Female', 95.70948644238553, 1.9270140664932116, 0.13066072155916064, 63, 25.774201305475096, 94, 'Low Risk'),
(163502, 82, 18, '52:46.2', 37.21083754945079, 98.88903253113348, 133, 71, 73, 'Female', 60.44040950402896, 1.9890034084340398, 0.12334117074797953, 62, 15.277642508433587, 91.66666666666666, 'High Risk'),
(163503, 63, 18, '51:46.2', 37.146071804387375, 96.38410147328943, 116, 74, 75, 'Male', 84.17387258629716, 1.9991033550212265, 0.14136074335465953, 42, 21.062349362985852, 88, 'Low Risk'),
(163504, 65, 18, '50:46.2', 37.463336955407236, 96.27032029186071, 135, 73, 30, 'Male', 50.41247159269514, 1.6676677085528722, 0.11034279798733353, 62, 18.126708520764215, 93.66666666666666, 'High Risk'),
(163505, 78, 13, '49:46.2', 36.33870032053764, 95.96802232, 125, 82, 62, 'Male', 99.33718069249623, 1.778496018888388, 0.067162045, 43, 31.405523372097292, 96.33333333333333, 'High Risk'),
(163506, 65, 14, '48:46.2', 36.331378761083606, 95.64016894, 111, 78, 85, 'Male', 99.43072514955054, 1.7371659246473072, 0.062451669761351705, 33, 32.94867867586339, 89, 'High Risk'),
(163507, 87, 13, '47:46.2', 36.05844176553845, 98.44752315570268, 130, 87, 79, 'Male', 84.46693600807833, 1.556223433596522, 0.065760955, 43, 34.87729858916741, 101.33333333333333, 'High Risk'),
(163508, 81, 15, '46:46.2', 37.24593847338262, 95.26990685962916, 113, 76, 40, 'Male', 95.58087708555678, 1.8965717258264119, 0.1092678148287917, 37, 26.572503190473704, 88.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(163510, 70, 14, '44:46.2', 36.78135063950527, 95.74677132622963, 121, 79, 43, 'Male', 92.11717829715141, 1.949638813413315, 0.12473505067464091, 42, 24.23440167911727, 93, 'Low Risk'),
(163511, 74, 12, '43:46.2', 37.34624683035695, 98.33672214641004, 136, 76, 67, 'Male', 70.14091266815231, 1.5499472556890215, 0.0633225, 60, 29.196955881049487, 96, 'Low Risk'),
(163512, 74, 19, '42:46.2', 37.03867249347767, 96.55966397, 134, 71, 48, 'Male', 59.08751861892337, 1.561075001125283, 0.097853334, 63, 24.246452954766916, 92, 'Low Risk'),
(163513, 92, 18, '41:46.2', 36.40668570908955, 97.50665566644155, 122, 71, 46, 'Male', 86.21946844693181, 1.580126124958815, 0.09425759, 51, 34.53200809069992, 88, 'High Risk'),
(163514, 96, 18, '40:46.2', 36.120840894854005, 96.46860926972596, 112, 80, 51, 'Male', 51.98790888, 1.9621187329255156, 0.08388704, 32, 13.503668900265826, 90.66666666666667, 'High Risk'),
(163515, 64, 18, '39:46.2', 36.22151232008596, 97.80887809853968, 125, 79, 38, 'Male', 87.14360023365002, 1.664490247204102, 0.078780498, 46, 31.45379041754522, 94.33333333333333, 'High Risk'),
(163516, 73, 12, '38:46.2', 36.21758409399108, 97.3137497, 139, 73, 61, 'Male', 60.883296713242395, 1.8678741693692333, 0.056052643, 66, 17.450301218776318, 95, 'High Risk'),
(163517, 89, 12, '37:46.2', 37.28693469437986, 98.19514899297688, 139, 74, 66, 'Female', 50.17116325044525, 1.9786300319066392, 0.068811781, 65, 12.815187872866193, 95.66666666666666, 'High Risk'),
(163518, 69, 13, '36:46.2', 37.43674253791342, 97.56369078592377, 134, 72, 47, 'Female', 86.60538386691675, 1.7474209494347281, 0.1313173938162578, 62, 28.362846519219577, 92.66666666666666, 'Low Risk'),
(163519, 88, 18, '35:46.2', 37.02003826923263, 98.83910137414794, 135, 73, 80, 'Female', 85.52752934146483, 1.8029870687416438, 0.10452469746543552, 62, 26.309991197591057, 93.66666666666666, 'Low Risk'),
(163520, 76, 15, '34:46.2', 36.784457972418046, 99.00334256238878, 117, 78, 51, 'Female', 97.36911973495569, 1.8603158711006949, 0.050670348, 39, 28.135061016239124, 91, 'Low Risk'),
(163521, 96, 12, '33:46.2', 37.266974990958786, 99.27094952, 136, 88, 82, 'Female', 52.469573575685416, 1.7626886806007511, 0.058859589, 48, 16.88714776034903, 104, 'High Risk'),
(163522, 82, 15, '32:46.2', 36.95056460207606, 96.58825362, 119, 87, 82, 'Male', 79.92548717367558, 1.753130306413881, 0.14572927496741603, 32, 26.005002339828067, 97.66666666666667, 'Low Risk'),
(163523, 88, 15, '31:46.2', 37.17472251230954, 96.72798550550345, 112, 75, 89, 'Female', 54.597610560263604, 1.626366050689987, 0.054631082, 37, 20.641299537742803, 87.33333333333333, 'Low Risk'),
(163524, 71, 16, '30:46.2', 37.09490382305678, 95.37204311998791, 136, 89, 52, 'Male', 86.96719068964512, 1.6485470102691864, 0.081309438, 47, 32.00020563, 104.66666666666667, 'High Risk'),
(163525, 96, 16, '29:46.2', 37.05743271561451, 99.22760352861447, 130, 77, 71, 'Male', 79.10017822920891, 1.7010974056774606, 0.070302691, 53, 27.33500121760817, 94.66666666666666, 'High Risk'),
(163526, 95, 16, '28:46.2', 36.66351912863343, 96.40850604136247, 113, 76, 48, 'Female', 55.701734629431364, 1.959564774987355, 0.10944700018893477, 37, 14.50606008184019, 88.33333333333333, 'High Risk'),
(163527, 68, 18, '27:46.2', 37.09465719199712, 99.00390694357418, 118, 75, 33, 'Male', 82.62689209669966, 1.658942552719918, 0.12060280949152563, 43, 30.023320563928905, 89.33333333333333, 'High Risk'),
(163528, 98, 13, '26:46.2', 36.40466863482704, 99.62536658998388, 133, 78, 40, 'Male', 71.65464225548415, 1.9797061923342456, 0.062218068471715876, 55, 18.28280591935509, 96.33333333333333, 'High Risk'),
(163529, 85, 13, '25:46.2', 36.11973482, 96.13359604300376, 132, 88, 63, 'Male', 51.56062006, 1.5318011467368686, 0.14604674095958037, 44, 21.974214058931224, 102.66666666666667, 'Low Risk'),
(163530, 95, 18, '24:46.2', 37.23746649567215, 96.57224736206678, 135, 79, 31, 'Male', 90.05662724406912, 1.7791882101076708, 0.05331302, 56, 28.449320235848408, 97.66666666666666, 'High Risk'),
(163531, 95, 14, '23:46.2', 36.79656108016276, 99.24433102550886, 118, 73, 51, 'Male', 74.76989884237217, 1.6035938876202207, 0.093922148, 45, 29.076224183673126, 88, 'High Risk'),
(163532, 84, 15, '22:46.2', 37.492153036356854, 97.04972737125848, 130, 86, 80, 'Male', 65.24017547727627, 1.985113607953695, 0.12294695147199113, 44, 16.555579518153767, 100.66666666666667, 'High Risk'),
(163533, 61, 12, '21:46.2', 37.05292468681314, 99.72049419116608, 118, 87, 27, 'Male', 74.19233297565663, 1.7392568491491756, 0.066593141, 31, 24.52627441602863, 97.33333333333333, 'Low Risk'),
(163534, 95, 15, '20:46.2', 36.98673605805236, 96.21826937169742, 123, 84, 81, 'Female', 86.02145484756264, 1.9813875461787889, 0.1011263100774159, 39, 21.91128891905431, 97, 'High Risk'),
(163535, 60, 13, '19:46.2', 36.44049730902226, 95.46300238, 118, 78, 54, 'Female', 87.34822500098423, 1.8546811823908944, 0.082710158, 40, 25.393090054653197, 91.33333333333333, 'Low Risk'),
(163536, 72, 19, '18:46.2', 36.381281423088424, 95.35845417172398, 136, 78, 40, 'Male', 98.57257903520227, 1.8495680889806074, 0.12211714294719837, 58, 28.814790864853485, 97.33333333333333, 'Low Risk'),
(163537, 97, 18, '17:46.2', 37.207050838981544, 95.23151405951593, 120, 83, 25, 'Female', 71.28317641737593, 1.786028309348235, 0.057796953, 37, 22.346544009325775, 95.33333333333333, 'High Risk'),
(163538, 63, 13, '16:46.2', 37.15679277678566, 96.58821364829254, 112, 74, 42, 'Female', 78.96885041336506, 1.940416628082421, 0.088529899, 38, 20.973255167969008, 86.66666666666667, 'Low Risk'),
(163539, 93, 19, '15:46.2', 36.45868978965343, 97.74183970271767, 122, 85, 89, 'Female', 88.34859910559175, 1.9765867590855064, 0.10384807926693687, 37, 22.613506177342703, 97.33333333333333, 'High Risk'),
(163540, 65, 13, '14:46.2', 36.533065010841206, 96.28869837291306, 124, 70, 38, 'Male', 53.50661467914101, 1.910517774775203, 0.13874768829114562, 54, 14.659032552277585, 88, 'High Risk'),
(163541, 78, 12, '13:46.2', 36.784536202649385, 98.60415670023353, 127, 76, 68, 'Female', 68.53111494387194, 1.9050249997838522, 0.1236886277486029, 51, 18.88367158614295, 93, 'Low Risk'),
(163542, 70, 15, '12:46.2', 36.41881813579887, 96.38691914, 123, 80, 25, 'Female', 90.54263041452975, 1.6678180916880867, 0.077105492, 43, 32.550356259990885, 94.33333333333333, 'High Risk'),
(163543, 92, 15, '11:46.2', 36.41907474600186, 97.36620415, 120, 80, 48, 'Male', 95.77416365432106, 1.8959071380469206, 0.083199586, 40, 26.64490921475307, 93.33333333333333, 'High Risk'),
(163544, 85, 17, '10:46.2', 37.00139198235688, 96.33953506776078, 127, 82, 61, 'Male', 53.01716820702674, 1.5779521522260522, 0.1364391629010715, 45, 21.2926084, 97, 'Low Risk'),
(163545, 95, 14, '09:46.2', 37.41631345723729, 98.30173781553276, 139, 72, 67, 'Female', 79.59853997042742, 1.9784985076823554, 0.07548765, 67, 20.334507006089577, 94.33333333333333, 'High Risk'),
(163546, 84, 16, '08:46.2', 36.72477123629734, 96.33502485059721, 123, 71, 67, 'Male', 62.14931521477926, 1.686779250179324, 0.1391375878060595, 52, 21.843380344677293, 88.33333333333333, 'Low Risk'),
(163547, 65, 17, '07:46.2', 37.17318779, 97.75905619380337, 132, 80, 33, 'Male', 52.77701884548279, 1.8012186449809162, 0.10801166696646591, 52, 16.26716933, 97.33333333333333, 'High Risk'),
(163548, 82, 13, '06:46.2', 36.56894734661706, 98.54235397411495, 113, 79, 76, 'Male', 69.00353796328838, 1.6806959848801104, 0.14962378546037242, 34, 24.428288107262944, 90.33333333333333, 'Low Risk'),
(163549, 68, 15, '05:46.2', 37.07985362, 98.36766574777205, 135, 84, 79, 'Female', 57.824260186951946, 1.9379060379523074, 0.1200564694061433, 51, 15.397302896751349, 101, 'High Risk'),
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(163725, 94, 17, '09:46.2', 37.40779507533946, 99.91054470717616, 116, 88, 61, 'Male', 65.73401334754658, 1.792226426194645, 0.053964622, 28, 20.46465348133342, 97.33333333333333, 'High Risk'),
(163726, 87, 13, '08:46.2', 37.073248666503964, 95.54181828560188, 132, 70, 22, 'Male', 96.56579627934539, 1.9291121692243187, 0.071072593, 62, 25.948267398703116, 90.66666666666666, 'Low Risk'),
(163727, 72, 14, '07:46.2', 37.344598895653235, 99.13109819979154, 113, 73, 46, 'Female', 80.61847663118817, 1.8947467417022024, 0.12492006050995066, 40, 22.455992244947716, 86.33333333333333, 'Low Risk'),
(163728, 73, 12, '06:46.2', 37.27853083803769, 96.07768210616811, 112, 83, 27, 'Female', 71.95493155832288, 1.7054989891204038, 0.059926149996259316, 29, 24.737603927447232, 92.66666666666667, 'Low Risk'),
(163729, 95, 13, '05:46.2', 36.89628172601294, 98.13547335582491, 122, 78, 61, 'Female', 70.06828211998479, 1.743890737302341, 0.06813025, 44, 23.04002405004559, 92.66666666666667, 'High Risk'),
(163730, 63, 19, '04:46.2', 37.19193558, 97.02108007464972, 130, 78, 44, 'Male', 54.38318622342948, 1.5419417739827417, 0.087813969, 52, 22.873293346668248, 95.33333333333333, 'Low Risk'),
(163731, 95, 12, '03:46.2', 36.392338989025525, 95.73852019687693, 136, 86, 55, 'Male', 55.49658585, 1.6645625796815493, 0.052170240350423606, 50, 20.029311078291094, 102.66666666666666, 'High Risk'),
(163732, 95, 18, '02:46.2', 37.42489697107586, 97.34858136750044, 138, 77, 63, 'Male', 75.75814197114042, 1.8220076114512327, 0.13036731702138415, 61, 22.82069890145745, 97.33333333333333, 'High Risk'),
(163733, 98, 18, '01:46.2', 36.910738266487634, 96.07294837904753, 115, 71, 87, 'Male', 73.92820651902649, 1.9010918177438847, 0.1480622116640159, 44, 20.455212009429946, 85.66666666666667, 'High Risk'),
(163734, 90, 15, '00:46.2', 36.471435923765135, 98.41819784169284, 111, 79, 43, 'Male', 94.79773982601596, 1.9924203984638171, 0.12974055526176972, 32, 23.880093570424755, 89.66666666666667, 'Low Risk'),
(163735, 65, 14, '59:46.2', 37.171563681356695, 97.77936044699484, 115, 74, 32, 'Male', 63.213532468785885, 1.952776255428137, 0.13573107139740187, 41, 16.576967601507466, 87.66666666666667, 'High Risk'),
(163736, 85, 13, '58:46.2', 37.34024728468641, 99.81789147096435, 135, 79, 53, 'Female', 66.54889062557342, 1.7509312806470487, 0.097884091, 56, 21.70714049301937, 97.66666666666666, 'Low Risk'),
(163737, 78, 17, '57:46.2', 37.066869237881605, 98.10699348837295, 121, 79, 76, 'Male', 78.84224877250122, 1.9656213387319683, 0.081182259, 42, 20.406065979941012, 93, 'Low Risk'),
(163738, 92, 14, '56:46.2', 36.38231154, 98.79117551191895, 110, 88, 47, 'Female', 53.105407939349625, 1.852111964921336, 0.12497423688291392, 22, 15.481187641705539, 95.33333333333333, 'High Risk'),
(163739, 91, 17, '55:46.2', 36.09004471182464, 95.4519473, 127, 78, 48, 'Female', 80.39767092086997, 1.6860267974174066, 0.12035428179865565, 49, 28.282286785710294, 94.33333333333333, 'High Risk'),
(163740, 65, 15, '54:46.2', 37.16058655991152, 97.12219176556981, 111, 71, 28, 'Male', 59.18199311902365, 1.6282776619170303, 0.14588158342535407, 40, 22.32197705341978, 84.33333333333333, 'Low Risk'),
(163741, 67, 15, '53:46.2', 37.01380692122667, 95.54712110264364, 132, 72, 76, 'Male', 80.89130264897108, 1.9276355629047697, 0.078609113, 60, 21.769676189904995, 92, 'Low Risk'),
(163742, 98, 14, '52:46.2', 37.12493880184605, 99.16007254928253, 126, 84, 45, 'Male', 77.52455623525339, 1.8952106104450546, 0.058565756, 42, 21.58362220741333, 98, 'High Risk'),
(163743, 80, 16, '51:46.2', 36.67759057816477, 96.70886931241064, 133, 84, 49, 'Male', 71.58909123088831, 1.5906101474172727, 0.061745041, 49, 28.295628959028342, 100.33333333333333, 'Low Risk'),
(163744, 81, 17, '50:46.2', 36.00528243425588, 96.92333199636678, 116, 74, 65, 'Female', 65.45866381631382, 1.7884319736436696, 0.1345594797081534, 42, 20.465496478027074, 88, 'Low Risk'),
(163745, 85, 12, '49:46.2', 36.02963685823634, 97.42877934697721, 117, 88, 34, 'Female', 59.092003537886406, 1.9657688070785022, 0.10964125466155536, 29, 15.291984051175325, 97.66666666666667, 'High Risk'),
(163746, 95, 17, '48:46.2', 37.39796097939505, 99.01978565305373, 125, 82, 23, 'Female', 58.19018005924051, 1.6554879009731611, 0.10383504776274949, 43, 21.232331141410846, 96.33333333333333, 'High Risk'),
(163747, 77, 14, '47:46.2', 37.24968352097639, 96.92597242980696, 129, 84, 85, 'Female', 92.50619300478422, 1.5800663979668972, 0.1404244358817321, 45, 37.052723333143206, 99, 'High Risk'),
(163748, 66, 19, '46:46.2', 36.64600113642756, 98.11146149426605, 113, 87, 83, 'Male', 68.30681709681761, 1.8342914086218984, 0.06438219, 26, 20.301465295672955, 95.66666666666667, 'Low Risk'),
(163749, 81, 19, '45:46.2', 36.66863504945312, 99.95670918393392, 139, 84, 67, 'Female', 81.59106616678632, 1.6378905706337346, 0.14936688180953228, 55, 30.413951063892057, 102.33333333333333, 'High Risk'),
(163750, 97, 13, '44:46.2', 37.32137245, 98.73290649720714, 128, 76, 25, 'Male', 98.11242164761114, 1.7552858188396903, 0.13230777692111928, 52, 31.844050722379805, 93.33333333333333, 'High Risk'),
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(163753, 68, 15, '41:46.2', 37.498680791301645, 99.86811085754888, 132, 79, 19, 'Female', 89.41526891610432, 1.6102906613335937, 0.079315757, 53, 34.48284884363224, 96.66666666666666, 'High Risk'),
(163754, 77, 16, '40:46.2', 36.1697452, 98.89219612859259, 137, 83, 37, 'Female', 51.22997335895311, 1.951797378161562, 0.088287746, 54, 13.447906146102307, 101, 'High Risk'),
(163755, 76, 15, '39:46.2', 36.50306721138777, 96.45744991509123, 116, 76, 52, 'Female', 96.16069922233095, 1.695968217109952, 0.096282947, 40, 33.431987379310435, 89.33333333333333, 'High Risk'),
(163756, 91, 15, '38:46.2', 36.64666866759683, 95.29291366576561, 114, 86, 33, 'Female', 73.46516830085875, 1.6604623524249231, 0.14145920933809103, 28, 26.645471598980723, 95.33333333333333, 'High Risk'),
(163757, 92, 16, '37:46.2', 37.31209632747887, 99.40579530472495, 112, 77, 44, 'Male', 93.66842272696306, 1.8383856741869822, 0.067660102, 35, 27.715323561126716, 88.66666666666667, 'High Risk'),
(163758, 87, 17, '36:46.2', 36.40622279062186, 96.28928377217643, 110, 72, 68, 'Male', 71.29039049714241, 1.7328406859466998, 0.1086694808176715, 38, 23.741804303087218, 84.66666666666667, 'Low Risk'),
(163759, 87, 17, '35:46.2', 37.420436027580266, 97.13048540929752, 124, 71, 22, 'Female', 80.72473871854706, 1.9668211639162496, 0.14677441937813368, 53, 20.867811367281895, 88.66666666666666, 'Low Risk'),
(163760, 86, 14, '34:46.2', 36.982698824482966, 98.95363692747702, 114, 77, 51, 'Female', 77.74967502783763, 1.804556203029597, 0.066093556, 37, 23.875790363101125, 89.33333333333333, 'Low Risk'),
(163761, 82, 13, '33:46.2', 36.70773753087546, 99.20399436303587, 127, 88, 87, 'Female', 87.60146235335716, 1.7771931856934637, 0.088542784, 39, 27.735888151875923, 101, 'Low Risk'),
(163762, 97, 12, '32:46.2', 36.27320580118113, 97.15931145738841, 123, 81, 19, 'Male', 97.40381692558975, 1.9455666933494253, 0.13946633017691476, 42, 25.732603605571168, 95, 'High Risk'),
(163763, 67, 17, '31:46.2', 36.49139470164261, 98.70612894224689, 124, 73, 75, 'Male', 50.49977301743335, 1.8522935363782933, 0.13478592719554333, 51, 14.718711865120031, 90, 'High Risk'),
(163764, 90, 19, '30:46.2', 37.35719444, 97.50052341475218, 112, 77, 69, 'Female', 94.97605458038888, 1.8207864106807192, 0.13766762424800744, 35, 28.648119376372655, 88.66666666666667, 'Low Risk'),
(163765, 83, 17, '29:46.2', 36.087004980746364, 96.21247958946805, 137, 78, 34, 'Male', 71.92190135887354, 1.6929005355217506, 0.1261366304346317, 59, 25.095639977181378, 97.66666666666666, 'Low Risk'),
(163766, 73, 14, '28:46.2', 36.64039329377359, 95.34088309150361, 125, 89, 28, 'Female', 70.56749292030351, 1.526528456111306, 0.10434853698216454, 36, 30.282719896451162, 101, 'High Risk'),
(163767, 66, 15, '27:46.2', 36.563804355675835, 98.54533067, 139, 87, 73, 'Female', 61.18101016346361, 1.7420055716951663, 0.079289305, 52, 20.161255059003484, 104.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(163769, 66, 16, '25:46.2', 36.948907077746505, 97.26499124860095, 133, 75, 65, 'Male', 65.05185265, 1.7168671823081536, 0.11978426093970347, 58, 22.06918377572664, 94.33333333333333, 'Low Risk'),
(163770, 88, 17, '24:46.2', 36.248152052406034, 99.6075396, 134, 82, 38, 'Male', 62.47601859989231, 1.6464130009901454, 0.10957296182770912, 52, 23.04813408348903, 99.33333333333333, 'Low Risk'),
(163771, 93, 19, '23:46.2', 36.23455669865445, 96.14986429728523, 113, 81, 49, 'Male', 99.53711308642912, 1.6076180087419014, 0.14151412896834814, 32, 38.514061134799704, 91.66666666666667, 'High Risk'),
(163772, 65, 17, '22:46.2', 37.252874468721664, 95.33718365585709, 120, 77, 28, 'Male', 69.62206669, 1.539451288366763, 0.12594848119606852, 43, 29.377511710166978, 91.33333333333333, 'Low Risk'),
(163773, 98, 16, '21:46.2', 37.49370712806243, 98.82399881984564, 135, 70, 65, 'Male', 58.87593068829268, 1.8270400264442443, 0.1218788450639867, 65, 17.63768822861179, 91.66666666666666, 'High Risk'),
(163774, 87, 18, '20:46.2', 36.411435006687306, 95.79428342, 117, 79, 50, 'Female', 56.165893579147564, 1.853913264165466, 0.14921704778214484, 38, 16.341572661691462, 91.66666666666667, 'High Risk'),
(163775, 90, 18, '19:46.2', 36.72611041896746, 96.12016239949989, 137, 72, 24, 'Male', 66.36229424390997, 1.5277763554381016, 0.075929111, 65, 28.431634208337417, 93.66666666666666, 'Low Risk'),
(163776, 83, 12, '18:46.2', 36.55861473026162, 97.94853447944568, 119, 72, 64, 'Female', 60.32053623275995, 1.9678074654698077, 0.074459303, 47, 15.577579842821363, 87.66666666666667, 'High Risk'),
(163777, 65, 14, '17:46.2', 37.108142597454275, 99.91525523604095, 128, 70, 31, 'Male', 59.64866106925392, 1.6056483126800425, 0.12398745279610326, 58, 23.136616340877936, 89.33333333333333, 'Low Risk'),
(163778, 97, 16, '16:46.2', 36.75730367212766, 98.70145278, 119, 75, 21, 'Female', 95.83074150645459, 1.725063877595669, 0.094284868, 44, 32.20286312354018, 89.66666666666667, 'High Risk'),
(163779, 99, 13, '15:46.2', 36.432019308252876, 99.17867687976022, 131, 89, 86, 'Male', 54.110692693995986, 1.8994004257952641, 0.095099763, 42, 14.998576118474622, 103, 'High Risk'),
(163780, 66, 19, '14:46.2', 36.65066030765031, 97.04208411075938, 127, 72, 65, 'Female', 88.57524990106006, 1.9011177238553045, 0.092732781, 55, 24.507237798229877, 90.33333333333333, 'Low Risk'),
(163781, 92, 18, '13:46.2', 37.30219028894533, 95.38633361474271, 112, 82, 84, 'Male', 56.96777772072958, 1.745252301023694, 0.1295588883690192, 30, 18.703067432120797, 92, 'High Risk'),
(163782, 88, 17, '12:46.2', 36.50665353057837, 98.98883554828741, 130, 73, 84, 'Female', 50.409102762915566, 1.618412299352273, 0.071223358, 57, 19.24556329643244, 92, 'Low Risk'),
(163783, 75, 18, '11:46.2', 36.74626581638231, 99.78629060754572, 112, 78, 69, 'Male', 84.49166901038879, 1.7101918029096348, 0.099359709, 34, 28.888450500231283, 89.33333333333333, 'Low Risk'),
(163784, 69, 19, '10:46.2', 36.46486687262889, 99.97101868, 115, 88, 25, 'Female', 67.87811436499624, 1.8841156654648288, 0.1489298395156835, 27, 19.121178167711083, 97, 'Low Risk'),
(163785, 89, 16, '09:46.2', 36.71680099297517, 95.26488935946038, 115, 88, 56, 'Male', 92.71477414710245, 1.627023650054155, 0.098637142, 27, 35.02363458826208, 97, 'High Risk'),
(163786, 90, 19, '08:46.2', 36.07440482076703, 98.74636218877029, 127, 79, 53, 'Male', 80.11335021614809, 1.8224736576510683, 0.11568180497309126, 48, 24.120281627433275, 95, 'Low Risk'),
(163787, 66, 12, '07:46.2', 36.945687860398614, 96.47247653356744, 139, 81, 80, 'Male', 65.88530259405675, 1.5542196810920597, 0.094763786, 58, 27.274935774856996, 100.33333333333333, 'Low Risk'),
(163788, 81, 18, '06:46.2', 36.785406952702246, 96.10582998207765, 138, 71, 26, 'Female', 62.597335902269215, 1.575649224, 0.082937946, 67, 25.213710994792613, 93.33333333333333, 'Low Risk'),
(163789, 93, 13, '05:46.2', 36.172347103604324, 96.86757441, 129, 74, 52, 'Female', 70.00264765335389, 1.950335321098178, 0.11260805481007909, 55, 18.40330798581204, 92.33333333333333, 'High Risk'),
(163790, 70, 12, '04:46.2', 37.03263853551248, 95.82973137258669, 139, 80, 35, 'Female', 93.94231104520429, 1.7501743166667403, 0.11341582877382489, 59, 30.668930201923416, 99.66666666666666, 'High Risk'),
(163791, 75, 14, '03:46.2', 36.06347866569899, 97.18980203109419, 131, 82, 24, 'Female', 90.38750365098673, 1.5984770411676057, 0.094874581, 49, 35.374929765542475, 98.33333333333333, 'High Risk'),
(163792, 81, 13, '02:46.2', 36.20493347981115, 98.60385077610286, 129, 77, 71, 'Male', 51.62614368475372, 1.7062671611877562, 0.093617018, 52, 17.732730792870406, 94.33333333333333, 'High Risk'),
(163793, 94, 19, '01:46.2', 36.61607557200952, 95.78816450178005, 131, 72, 64, 'Female', 53.02717764247902, 1.9656749430281326, 0.072912323, 59, 13.723823033317734, 91.66666666666666, 'High Risk'),
(163794, 85, 13, '00:46.2', 36.74095864337257, 96.58925063943514, 136, 82, 84, 'Male', 56.17861886259742, 1.9956813895664005, 0.079721378, 54, 14.105505128956073, 100, 'High Risk'),
(163795, 80, 14, '59:46.2', 36.89657132404965, 99.92821555411709, 125, 77, 58, 'Female', 59.31673497159366, 1.9694762367241543, 0.14000439997384762, 48, 15.292403462555619, 93, 'High Risk'),
(163796, 98, 16, '58:46.2', 37.264036538732334, 98.16948586333466, 126, 81, 57, 'Female', 53.45984436, 1.512935942054326, 0.058271032661995806, 45, 23.355362338319036, 96, 'High Risk'),
(163797, 68, 16, '57:46.2', 36.69617179996932, 95.16933004277143, 138, 84, 55, 'Male', 52.00790215914528, 1.637927467060862, 0.054787898, 54, 19.38563379, 102, 'Low Risk'),
(163798, 76, 16, '56:46.2', 37.448724385406464, 98.94897054326019, 118, 88, 47, 'Female', 73.85695490682508, 1.7880122565099765, 0.080604533, 30, 23.10204443912306, 98, 'Low Risk'),
(163799, 76, 15, '55:46.2', 37.39680689028951, 96.06873590558475, 134, 80, 59, 'Female', 87.93655753454527, 1.7159983049147405, 0.13447756902450536, 54, 29.863159317883873, 98, 'Low Risk'),
(163800, 98, 17, '54:46.2', 37.39129521, 99.34958775533207, 124, 79, 32, 'Male', 97.32604690635823, 1.8170310484525198, 0.055855314143029966, 45, 29.478432556989162, 94, 'High Risk'),
(163801, 88, 17, '53:46.2', 37.32125557684581, 99.33091755245967, 117, 88, 35, 'Female', 58.528108071479984, 1.7386196296446528, 0.067314594, 29, 19.36222793514423, 97.66666666666667, 'Low Risk'),
(163802, 79, 19, '52:46.2', 37.33791290418367, 98.21845527988778, 121, 82, 87, 'Female', 85.21777064841586, 1.5012139210295319, 0.053676398, 39, 37.81333676108815, 95, 'High Risk'),
(163803, 84, 19, '51:46.2', 36.055394739256165, 95.70894513684372, 122, 70, 69, 'Female', 52.902812989038914, 1.629067255783672, 0.07992507, 52, 19.934288364814837, 87.33333333333333, 'Low Risk'),
(163804, 85, 19, '50:46.2', 37.059923236138076, 99.18271174789993, 131, 72, 23, 'Female', 51.39121305628614, 1.5280626327980915, 0.13284768951301956, 59, 22.00931660419673, 91.66666666666666, 'Low Risk'),
(163805, 73, 14, '49:46.2', 36.49715002610991, 99.43698056007275, 126, 81, 80, 'Female', 98.26769714143094, 1.7388923785013608, 0.10515825711203833, 45, 32.498653743419524, 96, 'High Risk'),
(163806, 68, 15, '48:46.2', 36.10113883153757, 99.62338280555811, 113, 89, 27, 'Female', 96.71720123, 1.881567411136786, 0.12969350707511154, 24, 27.31895958621532, 97, 'Low Risk'),
(163807, 81, 13, '47:46.2', 37.20014286735937, 99.05040828972693, 128, 84, 54, 'Female', 67.31646892, 1.5013829580973244, 0.10072559345469788, 44, 29.86333891861463, 98.66666666666667, 'Low Risk'),
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(163983, 71, 16, '51:46.2', 36.86566624566475, 95.44975443803247, 118, 70, 50, 'Female', 97.02771012982205, 1.7828780926204995, 0.12566483263088007, 48, 30.52477595284127, 86, 'High Risk'),
(163984, 87, 14, '50:46.2', 36.25432252, 99.11343773774436, 135, 75, 74, 'Female', 93.98300953896515, 1.5552817995271608, 0.12604597412332164, 60, 38.85359138177611, 95, 'High Risk'),
(163985, 86, 16, '49:46.2', 36.870548979334224, 98.16536118908684, 130, 70, 80, 'Female', 86.36912305315086, 1.845634942025585, 0.081449424, 60, 25.355191938162868, 90, 'Low Risk'),
(163986, 76, 18, '48:46.2', 37.31990629256136, 95.02887339208704, 130, 88, 26, 'Female', 97.30551909381751, 1.6324095168493558, 0.13403981691614986, 42, 36.51566699, 102, 'High Risk'),
(163987, 82, 17, '47:46.2', 37.36097598675626, 98.30676531199803, 117, 80, 72, 'Male', 62.289630767795316, 1.6151593708457903, 0.066787886, 37, 23.87728777297813, 92.33333333333333, 'Low Risk'),
(163988, 63, 12, '46:46.2', 36.25003952089767, 97.47568384193107, 129, 75, 57, 'Female', 54.077966882452294, 1.8102206244961296, 0.10321943829393315, 54, 16.50278866665366, 93, 'High Risk'),
(163989, 61, 12, '45:46.2', 36.067498645435805, 96.51444977, 120, 89, 25, 'Male', 51.52290706412522, 1.6479987361737876, 0.10690799910377469, 31, 18.97084215365807, 99.33333333333333, 'Low Risk'),
(163990, 92, 18, '44:46.2', 36.589193766956654, 95.63061542563398, 134, 86, 73, 'Female', 82.34018317814646, 1.5836527829685911, 0.1223848534586084, 48, 32.831588225663516, 102, 'High Risk'),
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(163992, 91, 19, '42:46.2', 37.35796721389106, 97.91195856284794, 111, 82, 41, 'Female', 89.32149453794645, 1.7273596561690465, 0.08085704, 29, 29.935770241634973, 91.66666666666667, 'High Risk'),
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(163996, 88, 15, '38:46.2', 36.14053540177821, 96.18615018755074, 137, 86, 39, 'Male', 90.68184444660395, 1.9589794972552408, 0.093125346, 51, 23.629828173564793, 103, 'Low Risk'),
(163997, 81, 13, '37:46.2', 37.164037036446096, 95.35844623028396, 113, 88, 57, 'Female', 87.40591190173589, 1.5571691444889941, 0.081013601, 25, 36.04700851129968, 96.33333333333333, 'High Risk'),
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(164000, 90, 15, '34:46.2', 37.439987749227065, 99.07779073868441, 125, 80, 54, 'Male', 57.88520058749794, 1.514339603943531, 0.1286326800778232, 45, 25.24183838135427, 95, 'Low Risk'),
(164001, 93, 13, '33:46.2', 36.875400865228045, 99.75249208024107, 123, 85, 58, 'Male', 93.83602317563617, 1.5609866008358761, 0.06608439, 38, 38.509798256729006, 97.66666666666667, 'High Risk'),
(164002, 91, 18, '32:46.2', 36.05618979575895, 95.06893110217518, 114, 78, 38, 'Male', 79.09421635553062, 1.7994855270840924, 0.092695025, 36, 24.42575583, 90, 'High Risk'),
(164003, 63, 19, '31:46.2', 37.17599125095041, 97.85366322168888, 116, 86, 63, 'Male', 96.98280291151596, 1.9537880666698841, 0.091637811, 30, 25.40620664523421, 96, 'Low Risk'),
(164004, 91, 18, '30:46.2', 36.614531448155056, 96.98029592521873, 120, 88, 38, 'Female', 94.29936858, 1.9944123104801688, 0.14843122475394935, 32, 23.70712515257736, 98.66666666666667, 'High Risk'),
(164005, 66, 15, '29:46.2', 37.17405308502808, 99.74817184369317, 131, 72, 28, 'Male', 99.14728505502522, 1.9253494838467073, 0.060475548, 59, 26.746174927926045, 91.66666666666666, 'Low Risk'),
(164006, 69, 12, '28:46.2', 36.72934921014356, 95.46954221404152, 110, 76, 74, 'Female', 54.07303292471557, 1.5696119213508477, 0.057950379953892586, 34, 21.948060692436393, 87.33333333333333, 'Low Risk'),
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(164008, 71, 17, '26:46.2', 36.042851620941306, 95.40409665027751, 138, 80, 58, 'Male', 69.57173816453673, 1.689580964232785, 0.11087819095392937, 58, 24.371083522074862, 99.33333333333333, 'Low Risk'),
(164009, 98, 19, '25:46.2', 37.169412995750676, 99.00867182397518, 120, 79, 47, 'Male', 63.32959848591434, 1.703056896577083, 0.064880621, 41, 21.83475986136178, 92.66666666666667, 'High Risk'),
(164010, 66, 17, '24:46.2', 36.706449595669625, 95.79094786426107, 137, 87, 29, 'Male', 96.68327936888875, 1.7071346620871357, 0.10087062657976067, 50, 33.175372794533466, 103.66666666666666, 'High Risk'),
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(164014, 91, 19, '20:46.2', 36.52643193208115, 99.19549249159778, 114, 86, 29, 'Male', 71.89398652849574, 1.6890385932732488, 0.078913003, 28, 25.20074732789914, 95.33333333333333, 'High Risk'),
(164015, 60, 19, '19:46.2', 36.18400413518507, 95.15367250849923, 118, 89, 67, 'Female', 77.82327191806485, 1.5537503670992587, 0.096597496, 29, 32.23643424393463, 98.66666666666667, 'High Risk'),
(164016, 74, 12, '18:46.2', 36.61497979386068, 95.93624567615396, 126, 89, 29, 'Male', 82.45866640822294, 1.5697294910583945, 0.091097782, 37, 33.464679619435366, 101.33333333333333, 'High Risk'),
(164017, 70, 18, '17:46.2', 36.79770893, 96.65669371, 135, 75, 85, 'Male', 52.96788967667709, 1.8138907158426212, 0.13546253840389222, 60, 16.098686176778127, 95, 'High Risk'),
(164018, 64, 15, '16:46.2', 37.05878269730474, 95.75487864436765, 138, 74, 72, 'Male', 75.61179339, 1.537247825656878, 0.10486574718958325, 64, 31.996447639614058, 95.33333333333333, 'High Risk'),
(164019, 71, 18, '15:46.2', 36.46309149638519, 98.73104240570352, 129, 72, 71, 'Male', 57.23440735044031, 1.6065098788562908, 0.070878631, 57, 22.17636643752039, 91, 'Low Risk'),
(164020, 73, 15, '14:46.2', 37.33201407772902, 99.48930641297213, 135, 84, 48, 'Female', 86.66536830652757, 1.9470293619419343, 0.073154137, 51, 22.861282231029488, 101, 'Low Risk'),
(164021, 89, 13, '13:46.2', 36.65214251871533, 98.48126777, 133, 76, 37, 'Male', 66.22177598417579, 1.6328311748028828, 0.11842870907766914, 57, 24.838093448861606, 95, 'Low Risk'),
(164022, 63, 12, '12:46.2', 37.32061004202891, 98.48849681002724, 116, 83, 23, 'Male', 87.29982594466483, 1.8915433225299099, 0.077975378, 33, 24.39949247391614, 94, 'Low Risk'),
(164023, 75, 19, '11:46.2', 37.42057242083967, 96.31026048571063, 128, 84, 38, 'Male', 97.71298622148073, 1.7390019018816096, 0.12788273421783053, 44, 32.31113189303283, 98.66666666666667, 'High Risk'),
(164024, 65, 17, '10:46.2', 37.272957917861184, 96.20151886, 130, 72, 19, 'Male', 71.57963558, 1.9761259875513455, 0.054510765, 58, 18.32990541833334, 91.33333333333333, 'High Risk'),
(164025, 79, 15, '09:46.2', 37.031719194321674, 95.96174027701122, 133, 82, 61, 'Male', 76.08847285029191, 1.6416236817613636, 0.13534195907839863, 51, 28.23395060150963, 99, 'Low Risk'),
(164026, 61, 12, '08:46.2', 36.68016885, 96.42513003371194, 121, 80, 48, 'Female', 84.28314947291634, 1.687454772984525, 0.13221298355367908, 41, 29.59896140297321, 93.66666666666667, 'Low Risk'),
(164027, 60, 15, '07:46.2', 37.01421362033214, 95.81370671017645, 120, 84, 36, 'Female', 51.83766002396858, 1.9444595436001864, 0.12966693906009774, 36, 13.710319190860993, 96, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(164029, 69, 19, '05:46.2', 37.41161136538255, 96.86241656117357, 136, 79, 44, 'Female', 84.51852828790466, 1.676919609965515, 0.095722327, 57, 30.055740977771706, 98, 'High Risk'),
(164030, 78, 14, '04:46.2', 36.388252343408745, 97.04937401112599, 119, 79, 38, 'Female', 66.95688534231893, 1.854733912576405, 0.1152756171016103, 40, 19.463996488481236, 92.33333333333333, 'Low Risk'),
(164031, 61, 15, '03:46.2', 37.282926869216105, 98.60769511241101, 133, 85, 59, 'Female', 82.13435793687492, 1.5804417306435676, 0.082845003, 48, 32.88273174979358, 101, 'High Risk'),
(164032, 91, 15, '02:46.2', 36.485950905606124, 99.00755757805882, 139, 76, 89, 'Female', 73.81692363156006, 1.9190041938230653, 0.098148284, 63, 20.044909233138245, 97, 'High Risk'),
(164033, 65, 18, '01:46.2', 37.140991432473506, 99.31232126494825, 118, 86, 38, 'Female', 65.93185155860414, 1.7177736672612562, 0.080645995, 32, 22.34412695908587, 96.66666666666667, 'Low Risk'),
(164034, 84, 18, '00:46.2', 36.03797371698082, 96.58195886684963, 117, 81, 82, 'Male', 80.13540215137951, 1.8794031495182328, 0.1471702192052435, 36, 22.687389132804224, 93, 'Low Risk'),
(164035, 98, 14, '59:46.2', 36.552259116065244, 97.61536539, 138, 74, 24, 'Male', 91.91887040943178, 1.878703920754112, 0.10052693341749305, 64, 26.042819159697704, 95.33333333333333, 'High Risk'),
(164036, 64, 15, '58:46.2', 37.32756090667614, 95.37986263927736, 138, 81, 39, 'Female', 77.79658675363734, 1.8941988464674517, 0.10665018206176799, 57, 21.68250262201438, 100, 'Low Risk'),
(164037, 61, 16, '57:46.2', 37.48106992036509, 95.86136646942293, 129, 80, 44, 'Female', 74.75167855002643, 1.6767401976587295, 0.14426977062901586, 49, 26.588228165085553, 96.33333333333333, 'Low Risk'),
(164038, 61, 12, '56:46.2', 36.230617234454364, 95.68673894054692, 139, 88, 82, 'Male', 92.86596388625509, 1.8948050330394666, 0.061592773, 51, 25.865895072820376, 105, 'Low Risk'),
(164039, 70, 13, '55:46.2', 37.38174327613144, 97.36029649900243, 128, 81, 57, 'Male', 57.57845149, 1.985201338487826, 0.088865966, 47, 14.610021737884814, 96.66666666666667, 'High Risk'),
(164040, 82, 13, '54:46.2', 37.19333594002818, 97.84145853607745, 132, 73, 69, 'Male', 83.97967268375905, 1.9455433225524261, 0.1019977758882403, 59, 22.186682359340544, 92.66666666666666, 'Low Risk'),
(164041, 85, 12, '53:46.2', 36.002863625941714, 97.30697694802762, 110, 78, 41, 'Male', 58.95403622832341, 1.8460283895485712, 0.10922956825248634, 32, 17.299629126183877, 88.66666666666667, 'High Risk'),
(164042, 99, 19, '52:46.2', 37.36705996990323, 96.62034494, 110, 78, 38, 'Male', 87.38939837706334, 1.6450978978155655, 0.078726303, 32, 32.29053604774921, 88.66666666666667, 'High Risk'),
(164043, 74, 17, '51:46.2', 36.95199933932931, 97.18102051563868, 120, 76, 49, 'Female', 89.47434817396609, 1.5972355041632147, 0.14991189563691243, 44, 35.072008079445474, 90.66666666666667, 'High Risk'),
(164044, 82, 12, '50:46.2', 37.30675443403187, 99.03616051964406, 115, 89, 71, 'Male', 85.59523840186449, 1.7382304001611522, 0.076750166, 26, 28.32924000060532, 97.66666666666667, 'Low Risk'),
(164045, 72, 19, '49:46.2', 36.70508877460802, 96.13246423202217, 127, 77, 61, 'Male', 56.490543130435675, 1.5253424409254501, 0.13507718346729702, 50, 24.279572849928016, 93.66666666666666, 'Low Risk'),
(164046, 79, 13, '48:46.2', 36.364984579715276, 97.96603327735171, 120, 83, 69, 'Female', 98.58129912130264, 1.5299439331815314, 0.064378099, 37, 42.11564976624904, 95.33333333333333, 'High Risk'),
(164047, 83, 17, '47:46.2', 36.319538069651685, 95.07890884258526, 122, 79, 21, 'Male', 77.23699190713887, 1.992722473828737, 0.14691901866684487, 43, 19.45054227041531, 93.33333333333333, 'Low Risk'),
(164048, 93, 13, '46:46.2', 37.44229027918251, 99.83703232476508, 115, 75, 83, 'Male', 66.28841269045033, 1.925724292520231, 0.12720827290032644, 40, 17.87513793830674, 88.33333333333333, 'High Risk'),
(164049, 90, 15, '45:46.2', 36.28432607256974, 95.98464074690713, 118, 75, 81, 'Male', 83.15199197712653, 1.8277573253133916, 0.14551097610507344, 43, 24.89061293308894, 89.33333333333333, 'Low Risk'),
(164050, 74, 15, '44:46.2', 36.70090405019253, 96.32916338633147, 136, 88, 63, 'Male', 80.89569114, 1.6815891848390687, 0.060893737, 48, 28.607873633397222, 104, 'Low Risk'),
(164051, 93, 16, '43:46.2', 36.87029173186463, 99.15037528042141, 117, 85, 45, 'Male', 93.26641411809884, 1.704202686000163, 0.083256999, 32, 32.113141173522884, 95.66666666666667, 'High Risk'),
(164052, 69, 15, '42:46.2', 36.85885621078533, 96.51654926387523, 131, 72, 54, 'Male', 52.121607507686925, 1.9176569527401965, 0.064766542, 59, 14.173462622996519, 91.66666666666666, 'High Risk'),
(164053, 63, 15, '41:46.2', 36.99355318723137, 99.20771461565798, 139, 85, 31, 'Male', 53.642034572751825, 1.7807193034100144, 0.11530233966334164, 54, 16.91664784096091, 103, 'High Risk'),
(164054, 75, 14, '40:46.2', 37.453396201600576, 99.40392316102209, 136, 80, 38, 'Male', 92.43988900132973, 1.955477210609671, 0.073462936, 56, 24.17429944291601, 98.66666666666666, 'Low Risk'),
(164055, 83, 15, '39:46.2', 36.72244982701146, 97.65633719718207, 116, 72, 50, 'Female', 77.82561342225532, 1.7135884920269648, 0.083213554, 44, 26.503881350723738, 86.66666666666667, 'Low Risk'),
(164056, 63, 15, '38:46.2', 36.52919616451894, 97.35198725676963, 130, 73, 84, 'Female', 92.10833757453234, 1.9613847239894668, 0.06501981, 57, 23.942713398279786, 92, 'Low Risk'),
(164057, 64, 19, '37:46.2', 37.07797771205767, 99.69717937435628, 111, 86, 41, 'Male', 52.99142600581926, 1.8423802747721403, 0.12457670008053863, 25, 15.611587087942773, 94.33333333333333, 'High Risk'),
(164058, 96, 17, '36:46.2', 37.34484983626936, 97.66827345522627, 117, 76, 50, 'Female', 90.43621954284413, 1.9970044657964796, 0.14118651533120458, 41, 22.67693354446676, 89.66666666666667, 'High Risk'),
(164059, 86, 15, '35:46.2', 37.39940701334666, 98.80513882121261, 123, 88, 32, 'Male', 81.79243507741896, 1.7007349462058978, 0.11962238306447229, 35, 28.277425497959523, 99.66666666666667, 'Low Risk'),
(164060, 60, 15, '34:46.2', 36.33381285084882, 97.07218128556781, 127, 83, 81, 'Male', 52.71560905261985, 1.6361707203927103, 0.10615974954835439, 44, 19.691644890362884, 97.66666666666667, 'Low Risk'),
(164061, 80, 19, '33:46.2', 37.48822002915576, 99.69339638337856, 110, 81, 67, 'Male', 75.85430584325674, 1.5039048868038014, 0.1000291274889196, 29, 33.538180468156845, 90.66666666666667, 'High Risk'),
(164062, 75, 15, '32:46.2', 36.07753020771522, 95.20841942736335, 126, 73, 54, 'Male', 86.00531984200248, 1.673131899977252, 0.069529995, 53, 30.723094461918453, 90.66666666666666, 'High Risk'),
(164063, 71, 18, '31:46.2', 36.18082070719154, 98.34423331105684, 129, 87, 20, 'Male', 72.31081144469427, 1.872967550838489, 0.094433171, 42, 20.613072391555264, 101, 'Low Risk'),
(164064, 69, 14, '30:46.2', 37.01209094498323, 96.98509099255482, 110, 76, 72, 'Female', 56.29761464966987, 1.7926754243236038, 0.09992409, 34, 17.51808641775013, 87.33333333333333, 'High Risk'),
(164065, 78, 14, '29:46.2', 36.23917805009672, 97.20481060675559, 120, 87, 30, 'Female', 56.071015764472406, 1.8333274845238245, 0.14915253086813735, 33, 16.682392124149658, 98, 'High Risk'),
(164066, 83, 14, '28:46.2', 36.16803967131609, 95.36134212279511, 117, 70, 34, 'Male', 60.55993496600705, 1.506850983516206, 0.13951769976228268, 47, 26.671337088245473, 85.66666666666667, 'Low Risk'),
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(164243, 80, 17, '31:46.2', 36.59739402109299, 95.67362109537501, 116, 80, 44, 'Female', 82.87487181208145, 1.8021407215562841, 0.13679597868293528, 36, 25.517931617504676, 92, 'Low Risk'),
(164244, 61, 18, '30:46.2', 37.10782448402266, 98.83990276656242, 118, 86, 78, 'Male', 79.88335681, 1.9218164448315096, 0.13752402795621982, 32, 21.62880353133924, 96.66666666666667, 'Low Risk'),
(164245, 79, 19, '29:46.2', 36.507249337354985, 98.60744062708345, 117, 77, 85, 'Male', 79.90887266894883, 1.9414457087574408, 0.1251700044426221, 40, 21.200421875996415, 90.33333333333333, 'Low Risk'),
(164246, 91, 19, '28:46.2', 36.43379615567726, 99.16544527435937, 127, 76, 48, 'Male', 79.87212929953937, 1.7068841774571912, 0.066004156, 51, 27.414931004790507, 93, 'High Risk'),
(164247, 64, 12, '27:46.2', 37.34603639956739, 97.21219231693885, 115, 84, 23, 'Female', 73.90913449696728, 1.7276989664664244, 0.1346612180592998, 31, 24.760645915439344, 94.33333333333333, 'Low Risk'),
(164248, 64, 14, '26:46.2', 36.00279275011712, 96.37259236, 126, 75, 48, 'Female', 80.68189732184103, 1.5614570519625688, 0.13709087756439747, 51, 33.09146663012926, 92, 'High Risk'),
(164249, 89, 17, '25:46.2', 36.302009127936145, 96.67616397316623, 116, 88, 46, 'Female', 64.71647696168077, 1.8450434493319148, 0.089941294, 28, 19.01085595805444, 97.33333333333333, 'Low Risk'),
(164250, 98, 16, '24:46.2', 36.58077684, 95.71137509396058, 113, 81, 33, 'Male', 75.32100574390631, 1.9603107124803767, 0.093846676, 32, 19.600460909245445, 91.66666666666667, 'High Risk'),
(164251, 84, 16, '23:46.2', 36.26989629961077, 96.50705116842488, 114, 79, 39, 'Female', 88.27335836488427, 1.5958389975747034, 0.1313137177680072, 35, 34.66183113865812, 90.66666666666667, 'High Risk'),
(164252, 84, 12, '22:46.2', 36.12620061, 97.79683512603717, 123, 74, 86, 'Female', 65.05254241437001, 1.6743630762622561, 0.14830841966084524, 49, 23.20411441, 90.33333333333333, 'Low Risk'),
(164253, 92, 13, '21:46.2', 36.72065165221761, 95.60565165751787, 127, 89, 62, 'Female', 95.48642348547585, 1.8285738786557362, 0.090429219, 38, 28.55726448100023, 101.66666666666667, 'High Risk'),
(164254, 77, 15, '20:46.2', 36.87329232821851, 95.29374579413776, 113, 85, 31, 'Female', 73.91164252482844, 1.7524232848478674, 0.057317321031136674, 28, 24.067712965628264, 94.33333333333333, 'Low Risk'),
(164255, 69, 15, '19:46.2', 36.43782737962292, 99.86151833482475, 130, 80, 18, 'Female', 70.90703768442722, 1.5947856039008788, 0.13145653692980094, 50, 27.879483825296653, 96.66666666666666, 'Low Risk'),
(164256, 70, 19, '18:46.2', 37.14286453791016, 97.39210370255705, 136, 86, 85, 'Female', 60.61837299653087, 1.8965159958078561, 0.10304589186596505, 50, 16.85354464, 102.66666666666666, 'High Risk'),
(164257, 75, 15, '17:46.2', 36.09153150843449, 96.70129747919752, 118, 75, 85, 'Male', 51.914057101144095, 1.6594865185619336, 0.053987877, 43, 18.851135419424622, 89.33333333333333, 'Low Risk'),
(164258, 89, 12, '16:46.2', 37.006227018897604, 95.15595850089531, 118, 72, 40, 'Male', 69.46127055, 1.5248491960830017, 0.053677093, 46, 29.873694311563487, 87.33333333333333, 'Low Risk'),
(164259, 96, 19, '15:46.2', 36.975262708874574, 97.91850431111952, 114, 79, 31, 'Male', 94.70476780082353, 1.6196213962774968, 0.1395713231598989, 35, 36.103128131678154, 90.66666666666667, 'High Risk'),
(164260, 98, 18, '14:46.2', 36.04382089526032, 99.35274500505258, 120, 82, 25, 'Male', 63.121191022940785, 1.7903268157473553, 0.12008670269067419, 38, 19.692939724944065, 94.66666666666667, 'High Risk'),
(164261, 84, 19, '13:46.2', 36.202471452235464, 96.96681473528176, 110, 89, 64, 'Male', 82.44444416516227, 1.9359682070942432, 0.13839089803401394, 21, 21.997075856606546, 96, 'Low Risk'),
(164262, 71, 15, '12:46.2', 36.803425743845516, 98.61566526569585, 129, 74, 40, 'Male', 55.63456359232198, 1.8376650365898577, 0.05072915, 55, 16.474490061557827, 92.33333333333333, 'High Risk'),
(164263, 93, 18, '11:46.2', 36.718955942577274, 99.06094800908163, 111, 83, 42, 'Male', 93.48836227561756, 1.559823811204621, 0.1329082870430573, 28, 38.42434389056694, 92.33333333333333, 'High Risk'),
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(164265, 81, 15, '09:46.2', 37.08094016, 96.68265704, 138, 70, 61, 'Male', 68.54519862111519, 1.6595871410432026, 0.057176610431460065, 68, 24.887250372859867, 92.66666666666666, 'Low Risk'),
(164266, 94, 19, '08:46.2', 37.496305071427045, 95.92898169284022, 136, 70, 33, 'Female', 74.30842074772755, 1.9329458274384246, 0.14304636800440357, 66, 19.88834596542183, 92, 'High Risk'),
(164267, 64, 18, '07:46.2', 36.610198281650504, 95.86239455538782, 134, 87, 67, 'Female', 61.132921812991775, 1.585011178978271, 0.148895897, 47, 24.33383135793233, 102.66666666666667, 'Low Risk'),
(164268, 90, 15, '06:46.2', 37.477201162888974, 96.07172390537966, 136, 80, 44, 'Female', 66.87579119418997, 1.5110556991876685, 0.11539812108349821, 56, 29.289232175387372, 98.66666666666666, 'Low Risk'),
(164269, 86, 12, '05:46.2', 36.22915761865236, 98.43954249058785, 121, 82, 72, 'Male', 58.74179668830233, 1.7813569354877463, 0.094763253, 39, 18.511658412405442, 95, 'Low Risk'),
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(164271, 71, 12, '03:46.2', 36.803126348932565, 96.05343685369705, 128, 74, 85, 'Female', 55.75497580482817, 1.9462444446273188, 0.059069158, 54, 14.719357716143966, 92, 'High Risk'),
(164272, 76, 19, '02:46.2', 37.05299752222839, 96.97295338260481, 133, 71, 45, 'Male', 99.86789170740502, 1.6005499941747696, 0.080910429, 62, 38.98408931424488, 91.66666666666666, 'High Risk'),
(164273, 76, 13, '01:46.2', 37.31886505307136, 97.30853879832509, 134, 75, 27, 'Male', 68.25774609694179, 1.5960406562756244, 0.072882865, 59, 26.79563439209882, 94.66666666666666, 'Low Risk'),
(164274, 80, 12, '00:46.2', 36.26067517, 98.62672031666837, 122, 88, 24, 'Female', 64.37283525971833, 1.5808484863856487, 0.14709185367228056, 34, 25.758593309417112, 99.33333333333333, 'Low Risk'),
(164275, 71, 17, '59:46.2', 37.07794753, 99.38938301035596, 138, 74, 81, 'Female', 80.22845752636283, 1.693909262086885, 0.072256357, 64, 27.960707552545202, 95.33333333333333, 'Low Risk'),
(164276, 76, 15, '58:46.2', 36.85983510870584, 99.72650163394376, 110, 79, 83, 'Female', 64.83328492524747, 1.8166898597748995, 0.14325995253504004, 31, 19.644294780283992, 89.33333333333333, 'Low Risk'),
(164277, 87, 18, '57:46.2', 36.04106964364948, 97.97220308171688, 122, 77, 67, 'Male', 84.02390799269403, 1.9980657246695683, 0.12461177057191536, 45, 21.046667361527618, 92, 'Low Risk'),
(164278, 83, 16, '56:46.2', 36.426774792811436, 99.85744533063689, 111, 77, 47, 'Female', 80.34251294904956, 1.6664632888717743, 0.095164902, 34, 28.930364783424064, 88.33333333333333, 'Low Risk'),
(164279, 77, 12, '55:46.2', 36.89175122084976, 95.13272216597296, 131, 77, 76, 'Male', 69.45958222836079, 1.646095738678636, 0.10616627587859542, 54, 25.63433087059227, 95, 'Low Risk'),
(164280, 88, 17, '54:46.2', 36.21914530303646, 99.16830110758481, 120, 76, 46, 'Female', 64.65630731798817, 1.7889897068870224, 0.095890935, 44, 20.202039396670905, 90.66666666666667, 'Low Risk'),
(164281, 90, 18, '53:46.2', 36.518019459751535, 97.13538077747454, 112, 89, 52, 'Female', 51.710004296723106, 1.509012952467578, 0.079604651, 23, 22.708509976076147, 96.66666666666667, 'Low Risk'),
(164282, 76, 19, '52:46.2', 37.19253057838924, 96.14376661137874, 119, 88, 62, 'Male', 76.66728997353991, 1.9422443676270063, 0.13311805327030862, 31, 20.32368105, 98.33333333333333, 'Low Risk'),
(164283, 90, 17, '51:46.2', 37.063372231014455, 99.85416666, 126, 80, 32, 'Male', 88.85121055491157, 1.8045100492371546, 0.096231199, 46, 27.286305630183993, 95.33333333333333, 'Low Risk'),
(164284, 69, 18, '50:46.2', 36.66039848, 97.04825594996035, 131, 73, 74, 'Male', 83.97600254971547, 1.9433541561135406, 0.1435832069536404, 58, 22.235724803818286, 92.33333333333333, 'Low Risk'),
(164285, 76, 16, '49:46.2', 36.609968027396526, 98.49184220200577, 116, 78, 58, 'Male', 80.42682083324539, 1.9517851335194778, 0.071542279, 38, 21.11236524130217, 90.66666666666667, 'Low Risk'),
(164286, 80, 16, '48:46.2', 37.45715941961621, 98.31053345809579, 135, 89, 63, 'Female', 53.15415138592825, 1.5376297538372294, 0.14737657332090445, 46, 22.481932552356444, 104.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(164290, 60, 17, '44:46.2', 36.14595609030414, 96.46501748950925, 117, 86, 77, 'Male', 54.59557039799817, 1.5598337441884151, 0.1307894616972577, 31, 22.438859804902705, 96.33333333333333, 'Low Risk'),
(164291, 70, 13, '43:46.2', 37.128513751364565, 98.48867347431877, 123, 80, 19, 'Female', 86.05577293365077, 1.9314437584855748, 0.11265026027086461, 43, 23.068315191429456, 94.33333333333333, 'Low Risk'),
(164292, 64, 12, '42:46.2', 36.65483303585972, 98.40358990212324, 137, 89, 85, 'Female', 57.197945956861574, 1.8214354198489866, 0.10482174742451708, 48, 17.240619922618656, 105, 'High Risk'),
(164293, 77, 14, '41:46.2', 37.46944391435271, 99.61117391502563, 126, 81, 79, 'Female', 98.93941004322699, 1.674974464344134, 0.14625239418446576, 45, 35.265734660906645, 96, 'High Risk'),
(164294, 74, 13, '40:46.2', 36.82880123, 96.54803870767623, 125, 71, 86, 'Male', 91.65717535116744, 1.655047602273396, 0.083494096, 54, 33.46150654427159, 89, 'High Risk'),
(164295, 75, 19, '39:46.2', 36.17436380840866, 99.49354903780147, 123, 79, 81, 'Female', 79.67025623055457, 1.600591468106647, 0.074092411, 44, 31.09819760029539, 93.66666666666667, 'High Risk'),
(164296, 69, 18, '38:46.2', 36.11723166617442, 99.21400391552535, 124, 77, 39, 'Female', 85.01360725, 1.778139997981225, 0.090950756, 47, 26.887878802299472, 92.66666666666667, 'Low Risk'),
(164297, 87, 19, '37:46.2', 36.641106645352096, 97.98950161089414, 115, 82, 65, 'Female', 63.43623008549906, 1.8818152126909955, 0.1226031338039398, 33, 17.913622399731608, 93, 'High Risk'),
(164298, 73, 14, '36:46.2', 37.21764677, 98.68622081234476, 126, 78, 68, 'Male', 96.10382191938268, 1.831301544064671, 0.12356936535133449, 48, 28.656354175066866, 94, 'Low Risk'),
(164299, 80, 19, '35:46.2', 37.11611931757637, 99.92844989358339, 130, 85, 39, 'Female', 73.26955107553769, 1.8486500252212565, 0.071320295, 45, 21.43947412011198, 100, 'Low Risk'),
(164300, 92, 19, '34:46.2', 36.95876961853935, 96.81451190725552, 126, 76, 71, 'Female', 57.64875339122521, 1.9141952821878374, 0.13511949176115517, 50, 15.733213548684757, 92.66666666666666, 'High Risk'),
(164301, 70, 13, '33:46.2', 36.00659567117481, 99.95697617335681, 123, 70, 41, 'Male', 75.77662803859205, 1.666533331951578, 0.10424414847105423, 53, 27.2839514, 87.66666666666666, 'Low Risk'),
(164302, 68, 15, '32:46.2', 36.35073207, 95.53896626378706, 125, 88, 20, 'Male', 57.36178742787515, 1.8892337785529931, 0.10165682221403016, 37, 16.071309762123366, 100.33333333333333, 'High Risk'),
(164303, 83, 13, '31:46.2', 36.038724475180196, 98.92324538117882, 125, 82, 51, 'Male', 84.22557372, 1.7682649474227456, 0.1318624113506232, 43, 26.937004701616075, 96.33333333333333, 'Low Risk'),
(164304, 93, 13, '30:46.2', 37.34374124612577, 98.74287071117509, 111, 75, 50, 'Male', 68.25470125, 1.8159933850593943, 0.061623137172582644, 36, 20.696840159768108, 87, 'High Risk'),
(164305, 62, 17, '29:46.2', 37.18491606503765, 96.16854817133701, 123, 75, 67, 'Male', 69.42032644335072, 1.734515625458089, 0.11844107228316965, 48, 23.07438945399054, 91, 'Low Risk'),
(164306, 70, 17, '28:46.2', 36.57404577755014, 95.15896874708844, 114, 78, 72, 'Female', 50.72320578423656, 1.8858331869823965, 0.085429788, 36, 14.262647388931189, 90, 'High Risk'),
(164307, 64, 15, '27:46.2', 36.434650091766194, 98.74869757809917, 120, 78, 66, 'Male', 78.01311206008569, 1.8599828150519218, 0.11660122495702681, 42, 22.55016581124425, 92, 'Low Risk'),
(164308, 98, 17, '26:46.2', 36.075558552621835, 95.24478245010253, 112, 74, 57, 'Female', 53.76192029282939, 1.5619099578514117, 0.13233101134546527, 38, 22.037523335897006, 86.66666666666667, 'High Risk'),
(164309, 62, 12, '25:46.2', 36.012129737297286, 96.13829732831333, 118, 70, 23, 'Female', 75.71567646762101, 1.6024691004118456, 0.14927746047253604, 48, 29.48536300047216, 86, 'Low Risk'),
(164310, 91, 14, '24:46.2', 37.26684105858813, 96.94962595385036, 123, 89, 54, 'Female', 97.58923953162875, 1.7371167198657869, 0.12127077049322302, 34, 32.340291708512204, 100.33333333333333, 'High Risk'),
(164311, 73, 19, '23:46.2', 36.124423595728324, 98.24962365706955, 139, 89, 59, 'Female', 69.37168212533918, 1.5700957812898386, 0.14066851688340348, 50, 28.14037833459159, 105.66666666666666, 'Low Risk'),
(164312, 78, 19, '22:46.2', 37.18902113570767, 98.39326599994119, 135, 79, 22, 'Female', 92.22473607, 1.6319951392589491, 0.066473041, 56, 34.62658796805474, 97.66666666666666, 'High Risk'),
(164313, 70, 15, '21:46.2', 36.34080831827611, 99.84782617867087, 114, 71, 74, 'Male', 56.18676459278109, 1.5224879633754713, 0.14054219555281428, 43, 24.239646898800775, 85.33333333333333, 'Low Risk'),
(164314, 92, 19, '20:46.2', 36.40007747869742, 97.46596903586632, 138, 81, 47, 'Female', 74.82980169758495, 1.8775181078337968, 0.072511622, 57, 21.227865426820134, 100, 'High Risk'),
(164315, 71, 17, '19:46.2', 36.03466542, 95.37992631239779, 122, 76, 29, 'Male', 72.74738156412818, 1.7810658469412899, 0.053520160323200144, 46, 22.932817473364416, 91.33333333333333, 'Low Risk'),
(164316, 69, 13, '18:46.2', 37.15166512419586, 98.32238644932589, 135, 78, 32, 'Female', 88.58169559674047, 1.7735902509406427, 0.13513677175869027, 57, 28.16030818248965, 97, 'Low Risk'),
(164317, 82, 19, '17:46.2', 36.24731344003354, 95.09789032, 134, 83, 26, 'Male', 65.57809045, 1.912579906953719, 0.11605956917278866, 51, 17.92749411551317, 100, 'High Risk'),
(164318, 99, 17, '16:46.2', 37.28191141625541, 97.47266737090713, 127, 88, 86, 'Male', 72.83587875, 1.923084670441712, 0.12541375636526722, 39, 19.694662927980517, 101, 'High Risk'),
(164319, 87, 14, '15:46.2', 36.76731575570638, 97.75230662820255, 136, 74, 41, 'Male', 71.59754205235167, 1.607519854701511, 0.1473077104330447, 62, 27.706739526608875, 94.66666666666666, 'Low Risk'),
(164320, 77, 14, '14:46.2', 36.154947425273534, 98.25121903610918, 136, 89, 86, 'Male', 72.56845839525302, 1.7199661992698916, 0.062217447, 47, 24.530594459882533, 104.66666666666667, 'Low Risk'),
(164321, 66, 12, '13:46.2', 36.43048171824639, 97.74233728729047, 132, 71, 57, 'Male', 62.43397458874958, 1.7262119106068745, 0.14854259402187603, 61, 20.952351225668785, 91.33333333333333, 'Low Risk'),
(164322, 78, 18, '12:46.2', 37.196042286366996, 96.52723351870694, 112, 88, 34, 'Male', 63.816037472935825, 1.5041259037248518, 0.092338148, 24, 28.20729579443579, 96, 'Low Risk'),
(164323, 78, 18, '11:46.2', 37.062324027233835, 99.06814636788124, 120, 84, 50, 'Male', 86.60047125590772, 1.7921742656094257, 0.13174723774599453, 36, 26.96247662555978, 96, 'Low Risk'),
(164324, 96, 14, '10:46.2', 36.14588192852654, 96.41568768405787, 136, 79, 20, 'Male', 80.49544352483315, 1.8127626892208677, 0.086936231, 57, 24.495673795633557, 98, 'High Risk'),
(164325, 94, 12, '09:46.2', 36.388145270544236, 96.40871646942155, 115, 80, 57, 'Male', 72.88437379, 1.6573555019981894, 0.081152877, 35, 26.53402158, 91.66666666666667, 'High Risk'),
(164326, 96, 13, '08:46.2', 36.03690489089233, 97.15017729, 130, 84, 36, 'Female', 79.10331337, 1.5997350209220536, 0.078259503, 46, 30.909969057116726, 99.33333333333333, 'High Risk'),
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(164502, 96, 16, '12:46.2', 36.882048814886154, 97.90592156792609, 122, 87, 27, 'Female', 62.67288274762306, 1.9183556376232556, 0.13520681703796103, 35, 17.030265783356704, 98.66666666666667, 'High Risk'),
(164503, 74, 17, '11:46.2', 37.26268157, 97.68567467122739, 118, 78, 67, 'Male', 91.49043044127205, 1.6132545883527594, 0.12532675850174685, 40, 35.15360373531013, 91.33333333333333, 'High Risk'),
(164504, 69, 15, '10:46.2', 36.43692394647248, 99.29391801951392, 125, 83, 34, 'Female', 95.43452021511537, 1.8940022944272252, 0.12983000677049045, 42, 26.603850149025543, 97, 'Low Risk'),
(164505, 95, 13, '09:46.2', 36.89298066897392, 99.57170027449565, 138, 73, 70, 'Female', 89.00663744979933, 1.6718863988147095, 0.13565955899379767, 65, 31.842625186931446, 94.66666666666666, 'High Risk'),
(164506, 86, 16, '08:46.2', 36.207864485037085, 97.42158772997813, 113, 87, 44, 'Female', 73.10216668072546, 1.8096869007645293, 0.058469531, 26, 22.32149937706837, 95.66666666666667, 'Low Risk'),
(164507, 64, 12, '07:46.2', 37.294453735075976, 98.29431501003563, 136, 86, 43, 'Male', 63.20388892, 1.5277685813219173, 0.076347756, 50, 27.07875245775824, 102.66666666666666, 'Low Risk'),
(164508, 97, 15, '06:46.2', 36.91981009668602, 97.13674395085178, 132, 72, 70, 'Female', 74.73106782579522, 1.661366069410472, 0.11815537753168427, 60, 27.075127778670623, 92, 'High Risk'),
(164509, 75, 16, '05:46.2', 37.49771746589737, 95.88245023, 139, 79, 18, 'Male', 72.88529779126968, 1.6169668002270925, 0.064235357, 60, 27.876466686036814, 99, 'Low Risk'),
(164510, 74, 15, '04:46.2', 36.118714173192615, 97.5391703, 133, 88, 44, 'Male', 95.59942805441332, 1.5883228889326542, 0.057913354041376625, 45, 37.89463297523534, 103, 'High Risk'),
(164511, 84, 15, '03:46.2', 37.483246316183525, 95.26408631209296, 138, 77, 50, 'Female', 73.62472869522642, 1.5329704520557321, 0.13929336237198436, 61, 31.32969302, 97.33333333333333, 'High Risk'),
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(164515, 92, 17, '59:46.2', 36.49312843389771, 98.94035653495959, 136, 84, 89, 'Female', 91.53609345, 1.629890413708773, 0.065694633, 52, 34.456849256515575, 101.33333333333333, 'High Risk'),
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(164517, 89, 18, '57:46.2', 36.17488681344474, 98.36356049003149, 121, 84, 60, 'Male', 60.700666284232085, 1.7882332906791125, 0.098104584, 37, 18.98213714449748, 96.33333333333333, 'Low Risk'),
(164518, 89, 14, '56:46.2', 36.431228005033084, 97.80219689, 127, 77, 85, 'Male', 57.170599081133425, 1.784960406821624, 0.093931282, 50, 17.943847460118906, 93.66666666666666, 'High Risk'),
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(164520, 89, 15, '54:46.2', 36.995401202005894, 98.44037893446946, 120, 81, 51, 'Female', 55.427727125575586, 1.9608965733708694, 0.067213828, 39, 14.41510118, 94, 'High Risk'),
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(164523, 78, 13, '51:46.2', 36.07385479683669, 99.62881267, 131, 85, 43, 'Male', 59.16736517747301, 1.8477578371332812, 0.060295325, 46, 17.32974306776347, 100.33333333333333, 'High Risk'),
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(164534, 86, 16, '40:46.2', 36.62256126502429, 99.68110704123309, 130, 81, 32, 'Male', 76.51299014135041, 1.8586713768908123, 0.06173675, 49, 22.147767342273344, 97.33333333333333, 'Low Risk'),
(164535, 60, 12, '39:46.2', 36.10366295982274, 96.78252599510822, 111, 75, 77, 'Male', 77.68002470870451, 1.7003285991513992, 0.14982596711466173, 36, 26.868513255116014, 87, 'Low Risk'),
(164536, 98, 13, '38:46.2', 37.47255962416093, 98.70434371978237, 116, 82, 69, 'Female', 99.61826075067006, 1.7096561444662695, 0.051606035675331265, 34, 34.08171277846272, 93.33333333333333, 'High Risk'),
(164537, 63, 17, '37:46.2', 37.206444652017375, 99.06149135, 124, 77, 48, 'Male', 81.95643306, 1.9824487700138964, 0.06215559, 47, 20.853507005264643, 92.66666666666667, 'Low Risk'),
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(164539, 74, 18, '35:46.2', 36.79745727, 99.58573783892162, 136, 73, 81, 'Male', 70.04214287, 1.5442880761948148, 0.086432408, 63, 29.369921658784836, 94, 'Low Risk'),
(164540, 75, 16, '34:46.2', 36.60012434974219, 99.84242196742723, 127, 75, 27, 'Male', 83.04293361825441, 1.798736758035715, 0.050891814, 52, 25.666548048811308, 92.33333333333333, 'Low Risk'),
(164541, 96, 13, '33:46.2', 37.44951834464836, 96.45450615294716, 110, 82, 84, 'Male', 70.15934226112607, 1.7762244723975482, 0.11097116434160503, 28, 22.237697087139367, 91.33333333333333, 'High Risk'),
(164542, 98, 17, '32:46.2', 37.38450484722078, 98.03993009821953, 129, 72, 65, 'Male', 87.44679868916079, 1.6483241572619134, 0.060106115, 57, 32.185382003997674, 91, 'High Risk'),
(164543, 61, 12, '31:46.2', 36.32734397324481, 99.90989611656025, 113, 81, 25, 'Male', 67.39040037352967, 1.8748576078869883, 0.065964592, 32, 19.171736782286892, 91.66666666666667, 'Low Risk'),
(164544, 63, 12, '30:46.2', 37.22673976140942, 99.06245300983433, 123, 77, 63, 'Male', 71.93620858981345, 1.8914506918590928, 0.12272556688286647, 46, 20.107473090863408, 92.33333333333333, 'Low Risk'),
(164545, 86, 15, '29:46.2', 37.05523875904554, 96.99300888, 116, 70, 82, 'Male', 71.06402770686975, 1.622531505157911, 0.12232217636980032, 46, 26.993769907514864, 85.33333333333333, 'Low Risk'),
(164546, 65, 12, '28:46.2', 36.331006822770576, 95.00977860512093, 135, 76, 37, 'Male', 78.19235627, 1.6350061980963804, 0.13905307369036254, 59, 29.24997463419573, 95.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(164548, 68, 15, '26:46.2', 36.49857225779372, 95.37086160508409, 112, 71, 38, 'Female', 54.27580898934692, 1.9936479672610268, 0.12402697055138655, 41, 13.655555035314093, 84.66666666666667, 'High Risk'),
(164549, 78, 15, '25:46.2', 36.71553072356865, 98.30554148, 115, 79, 86, 'Female', 56.45090463064384, 1.5638417530600666, 0.06387225, 36, 23.08263039234849, 91, 'Low Risk'),
(164550, 77, 13, '24:46.2', 36.75340263239872, 99.49995431954625, 131, 73, 62, 'Female', 86.59414979601416, 1.8959253754000556, 0.11601619094598194, 58, 24.090514427137343, 92.33333333333333, 'Low Risk'),
(164551, 93, 18, '23:46.2', 36.101255399058886, 96.41929769500342, 113, 88, 69, 'Female', 70.89743724049549, 1.6177196082760419, 0.072233598, 25, 27.090937708060864, 96.33333333333333, 'High Risk'),
(164552, 83, 17, '22:46.2', 36.89203284746745, 99.38773642503159, 138, 83, 41, 'Male', 63.03809363392806, 1.8139906250118862, 0.080725411, 55, 19.157242401414628, 101.33333333333333, 'Low Risk'),
(164553, 78, 18, '21:46.2', 36.37107576240827, 95.21077406281407, 139, 87, 77, 'Female', 51.260227643134634, 1.8833637687327287, 0.14576173818553767, 52, 14.451472729756686, 104.33333333333333, 'High Risk'),
(164554, 83, 12, '20:46.2', 37.34151641691382, 96.52013861519906, 118, 88, 28, 'Female', 89.59885324338131, 1.663689053517628, 0.064742835, 30, 32.37115036013018, 98, 'High Risk'),
(164555, 70, 19, '19:46.2', 36.25074533227403, 98.85548334110257, 122, 71, 50, 'Female', 62.54001216, 1.6384617331867313, 0.13450380069846268, 51, 23.29621446885686, 88, 'Low Risk'),
(164556, 60, 12, '18:46.2', 36.302114802636304, 99.63485526798756, 125, 86, 30, 'Female', 89.82039095300163, 1.7042476398037045, 0.12629074277179309, 39, 30.924987916261085, 99, 'High Risk'),
(164557, 84, 19, '17:46.2', 36.35807337116297, 95.88394026476338, 113, 84, 79, 'Female', 58.09584317528261, 1.6071790192118147, 0.097956509, 29, 22.491403170601565, 93.66666666666667, 'Low Risk'),
(164558, 90, 17, '16:46.2', 36.13146054423269, 98.93967964853192, 133, 75, 66, 'Male', 95.36839258968462, 1.6632833620334617, 0.09288068, 58, 34.47243618089269, 94.33333333333333, 'High Risk'),
(164559, 67, 14, '15:46.2', 36.50167768350033, 95.71593734, 137, 81, 87, 'Female', 98.05951639999171, 1.8893993715538722, 0.12288580822361446, 56, 27.46895981202427, 99.66666666666666, 'Low Risk'),
(164560, 74, 17, '14:46.2', 36.25053277, 96.13684917945992, 121, 85, 47, 'Male', 73.94933416, 1.653372276543774, 0.078982077, 36, 27.051600531414675, 97, 'Low Risk'),
(164561, 89, 15, '13:46.2', 36.333596373347056, 98.39263202150013, 136, 88, 30, 'Female', 94.96547209, 1.577708117428886, 0.095257045, 48, 38.15156972842641, 104, 'High Risk'),
(164562, 88, 19, '12:46.2', 37.25121359102196, 98.80325898578103, 123, 85, 36, 'Female', 60.90003453369155, 1.9040526622390201, 0.10068594118927725, 38, 16.798079297105282, 97.66666666666667, 'High Risk'),
(164563, 79, 14, '11:46.2', 36.88072561179461, 95.99786942739725, 117, 78, 78, 'Female', 66.05583571, 1.6871108231220515, 0.097048035, 39, 23.207265373262008, 91, 'Low Risk'),
(164564, 70, 16, '10:46.2', 36.55933738656707, 96.97509427523069, 129, 79, 72, 'Female', 86.12138275437631, 1.6251534649585768, 0.099115409, 50, 32.60785550997528, 95.66666666666666, 'High Risk'),
(164565, 65, 16, '09:46.2', 36.865663877781486, 99.73252192419976, 129, 73, 86, 'Female', 88.75664362, 1.6124955090573585, 0.075884665, 56, 34.13530937247228, 91.66666666666666, 'High Risk'),
(164566, 81, 15, '08:46.2', 36.237370382112516, 98.30089707194338, 125, 77, 49, 'Female', 97.05002132, 1.8163382821684335, 0.054565308372221004, 48, 29.41725615494128, 93, 'Low Risk'),
(164567, 60, 16, '07:46.2', 36.87287971756023, 95.23471811857908, 121, 78, 79, 'Female', 58.28196273764807, 1.9565562929754143, 0.12249667208876346, 43, 15.22472558414214, 92.33333333333333, 'High Risk'),
(164568, 63, 16, '06:46.2', 36.65934083392894, 96.88472320627034, 111, 76, 19, 'Female', 87.69760956112418, 1.5811627221930806, 0.14477813602354228, 35, 35.07798371091304, 87.66666666666667, 'High Risk'),
(164569, 66, 14, '05:46.2', 37.35646264529352, 99.51822834559863, 115, 82, 29, 'Female', 60.34532081952437, 1.6728472530077751, 0.091490353, 33, 21.56408452494664, 93, 'Low Risk'),
(164570, 92, 15, '04:46.2', 36.28759923, 97.85668306137411, 125, 77, 55, 'Male', 99.68435787580671, 1.8026194829936164, 0.0788604, 48, 30.67742438503789, 93, 'High Risk'),
(164571, 88, 16, '03:46.2', 36.78417555986108, 96.16744790975812, 127, 89, 61, 'Male', 81.02962788189288, 1.9097852015505477, 0.050492663, 38, 22.216456820779438, 101.66666666666667, 'Low Risk'),
(164572, 94, 12, '02:46.2', 37.34339517879803, 99.29648667472352, 110, 79, 40, 'Female', 53.506751479539965, 1.8258628551408935, 0.10600259434617225, 31, 16.04989803413116, 89.33333333333333, 'High Risk'),
(164573, 69, 17, '01:46.2', 37.14946022363906, 98.22901325596582, 127, 80, 48, 'Male', 97.05905298095914, 1.831850669165533, 0.13231576001617207, 47, 28.923837610660343, 95.66666666666667, 'Low Risk'),
(164574, 78, 17, '00:46.2', 36.89812280804087, 95.51856694300454, 128, 78, 20, 'Male', 81.84046005991965, 1.7739869015208316, 0.094813493, 50, 26.005621924997737, 94.66666666666666, 'Low Risk'),
(164575, 68, 17, '59:46.2', 36.14069912943376, 96.96143051, 135, 70, 56, 'Male', 95.34060926914859, 1.9581600258095584, 0.11429630788231972, 65, 24.864604851139102, 91.66666666666666, 'Low Risk'),
(164576, 61, 17, '58:46.2', 37.48408738636892, 98.88045600245417, 138, 75, 78, 'Male', 89.56044019791952, 1.8113055563244678, 0.12195670932360815, 63, 27.29812265563021, 96, 'Low Risk'),
(164577, 80, 14, '57:46.2', 36.01237703643662, 96.99173725871199, 138, 79, 19, 'Female', 80.75143117809681, 1.9216985661553687, 0.088362199, 59, 21.86652122, 98.66666666666666, 'Low Risk'),
(164578, 96, 19, '56:46.2', 36.77184017329572, 98.85779485, 120, 73, 43, 'Male', 95.19629788, 1.5667151661332426, 0.14841205254173112, 47, 38.782871767878994, 88.66666666666667, 'High Risk'),
(164579, 70, 12, '55:46.2', 36.95215382718926, 98.44134655360243, 132, 75, 47, 'Female', 93.68628462902507, 1.7952995235602192, 0.10443096512705913, 57, 29.06713214110366, 94, 'Low Risk'),
(164580, 94, 14, '54:46.2', 36.25156128636383, 99.44893506, 132, 75, 26, 'Female', 86.37254244337689, 1.819065696, 0.11202971906013635, 57, 26.102309544275915, 94, 'High Risk'),
(164581, 96, 13, '53:46.2', 36.173589936384694, 95.94448087, 131, 71, 55, 'Female', 74.99711806, 1.502683454111067, 0.14670224044274693, 60, 33.213111694119135, 91, 'High Risk'),
(164582, 75, 12, '52:46.2', 36.73282953085777, 98.90132363312652, 129, 88, 81, 'Female', 50.320781004195176, 1.9428026427911318, 0.11287527467988556, 41, 13.331837203941785, 101.66666666666667, 'High Risk'),
(164583, 62, 16, '51:46.2', 36.203199605100096, 96.19882381443453, 135, 80, 72, 'Male', 81.87465449594261, 1.9556432431664144, 0.076972907, 55, 21.407710184472155, 98.33333333333333, 'Low Risk'),
(164584, 80, 18, '50:46.2', 36.223090364434384, 96.10473738619021, 112, 71, 77, 'Male', 84.14536178662084, 1.8660907920071454, 0.083963903, 41, 24.163767158105134, 84.66666666666667, 'Low Risk'),
(164585, 83, 12, '49:46.2', 36.392480997214456, 97.73443997234598, 136, 73, 42, 'Male', 62.175226081234904, 1.5339353151598942, 0.14539626334350844, 63, 26.424287192222682, 94, 'Low Risk'),
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(164762, 84, 13, '52:46.2', 37.00550229716781, 99.92389145283461, 126, 86, 55, 'Female', 89.61286686150373, 1.7167809178816176, 0.099827293, 40, 30.404692566456834, 99.33333333333333, 'High Risk'),
(164763, 71, 19, '51:46.2', 36.456870944447616, 95.95452420821206, 133, 84, 87, 'Female', 95.65593687, 1.7126354291710104, 0.079653948, 49, 32.612349025098666, 100.33333333333333, 'High Risk'),
(164764, 73, 15, '50:46.2', 36.22894371737292, 95.48734451561309, 128, 77, 82, 'Male', 74.08594426644397, 1.7526420081262213, 0.086710046, 51, 24.118449608220715, 94, 'Low Risk'),
(164765, 96, 12, '49:46.2', 36.57891476419622, 96.76258480783079, 111, 83, 25, 'Male', 95.80322696775026, 1.608359368724701, 0.11469518243955636, 28, 37.03513665, 92.33333333333333, 'High Risk'),
(164766, 78, 14, '48:46.2', 36.895384146434154, 97.61443458606493, 127, 73, 64, 'Female', 89.71566777425215, 1.9036631540932605, 0.10261282308311459, 54, 24.7564339, 91, 'Low Risk'),
(164767, 85, 17, '47:46.2', 36.315811808419646, 95.53133365310158, 115, 78, 58, 'Female', 62.560210709383156, 1.6907171282832232, 0.067799941, 37, 21.885491177594446, 90.33333333333333, 'Low Risk'),
(164768, 81, 17, '46:46.2', 36.66909418669229, 99.90538834039842, 115, 84, 24, 'Female', 77.08976479839964, 1.825351098103726, 0.11731924602204763, 31, 23.13683224886771, 94.33333333333333, 'Low Risk'),
(164769, 65, 14, '45:46.2', 36.699744327012574, 97.60243032479349, 119, 71, 64, 'Female', 58.26702450411624, 1.5871485279346906, 0.13200186065239933, 48, 23.130642666127596, 87, 'Low Risk'),
(164770, 92, 19, '44:46.2', 36.08366623646331, 96.49222156, 117, 76, 77, 'Female', 86.63998809, 1.7980857740719138, 0.089343066, 41, 26.797703268269878, 89.66666666666667, 'High Risk'),
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(164773, 71, 14, '41:46.2', 36.96934023264097, 96.00708064393554, 129, 72, 85, 'Female', 96.13591873172241, 1.8699805672859422, 0.062440242, 57, 27.492326580196696, 91, 'Low Risk'),
(164774, 67, 14, '40:46.2', 36.55505333, 99.99488919522435, 129, 89, 19, 'Female', 51.50856094209609, 1.7107290243700666, 0.10367762896919713, 40, 17.600174316376595, 102.33333333333333, 'High Risk'),
(164775, 94, 12, '39:46.2', 36.043789956366844, 97.33022827727099, 117, 88, 83, 'Female', 59.91126513355111, 1.7625038415321683, 0.13680449380188786, 29, 19.286274604324642, 97.66666666666667, 'High Risk'),
(164776, 80, 16, '38:46.2', 36.22003066277238, 97.53678114599323, 113, 84, 68, 'Female', 57.48654396, 1.7375627283235642, 0.13635893763047424, 29, 19.04080106995392, 93.66666666666667, 'Low Risk'),
(164777, 93, 12, '37:46.2', 37.47806493610366, 98.89816285, 123, 77, 52, 'Female', 93.19784973336571, 1.582956218226379, 0.1358808576662871, 46, 37.193588854313674, 92.33333333333333, 'High Risk'),
(164778, 67, 14, '36:46.2', 36.46522377588502, 96.20920331157494, 118, 89, 68, 'Male', 61.467601315489944, 1.9603459691536649, 0.082424204, 29, 15.994873794207301, 98.66666666666667, 'High Risk'),
(164779, 76, 19, '35:46.2', 36.15352162866646, 95.66350099, 131, 84, 63, 'Male', 93.83087029571385, 1.7199016373527185, 0.12373992705199585, 47, 31.720390460465932, 99.66666666666667, 'High Risk'),
(164780, 72, 17, '34:46.2', 36.759342529879646, 98.46595650752175, 125, 87, 68, 'Female', 72.89955033629946, 1.8764725908939375, 0.14619913891047753, 38, 20.70333927318283, 99.66666666666667, 'Low Risk'),
(164781, 65, 18, '33:46.2', 36.93341141740116, 96.19108736624105, 137, 89, 69, 'Female', 53.98916647999854, 1.713788725438197, 0.083342908, 48, 18.381970288856145, 105, 'High Risk'),
(164782, 95, 12, '32:46.2', 37.18289207974143, 97.66150486736407, 132, 83, 80, 'Female', 74.57172516, 1.7186420244079617, 0.081605341, 49, 25.246625404067316, 99.33333333333333, 'High Risk'),
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(164784, 63, 19, '30:46.2', 36.035817761103274, 96.21964312377476, 127, 78, 51, 'Male', 82.08639350588354, 1.715597369, 0.12280217202492416, 49, 27.88948096648586, 94.33333333333333, 'Low Risk'),
(164785, 75, 17, '29:46.2', 36.75841936565546, 95.85144752194672, 119, 89, 22, 'Female', 68.71031281084349, 1.9959592760907638, 0.11738614509220968, 30, 17.247198971267967, 99, 'High Risk'),
(164786, 88, 18, '28:46.2', 36.00737524878163, 99.09179465, 134, 70, 27, 'Male', 78.20154097920538, 1.909841453901044, 0.086172647, 64, 21.43979753021913, 91.33333333333333, 'Low Risk'),
(164787, 79, 16, '27:46.2', 36.43507550544361, 95.99807969, 137, 76, 32, 'Male', 69.88504328884912, 1.552337280116601, 0.12105086831969483, 61, 29.000939260058562, 96.33333333333333, 'Low Risk'),
(164788, 89, 14, '26:46.2', 37.17734498357336, 97.41175501486035, 116, 82, 84, 'Male', 69.92747598004584, 1.5655343011852527, 0.051506163, 34, 28.531373405885052, 93.33333333333333, 'Low Risk'),
(164789, 93, 13, '25:46.2', 36.03510899811068, 99.70306397, 116, 82, 73, 'Female', 83.73742168961692, 1.5402411570693517, 0.064906788, 34, 35.29735285960112, 93.33333333333333, 'High Risk'),
(164790, 84, 19, '24:46.2', 36.31473798, 98.52681529251298, 126, 77, 52, 'Male', 82.64529935701071, 1.8182660247872922, 0.1077894426466586, 49, 24.99788751589955, 93.33333333333333, 'Low Risk'),
(164791, 91, 19, '23:46.2', 36.55768436256851, 96.29774703, 122, 81, 72, 'Female', 59.61738684444821, 1.7286901961944343, 0.088106502, 41, 19.94980238248727, 94.66666666666667, 'High Risk'),
(164792, 93, 13, '22:46.2', 36.35583932274606, 96.73005812467765, 111, 83, 26, 'Male', 91.41328360279167, 1.6318581975280286, 0.064784965, 28, 34.32768168, 92.33333333333333, 'High Risk'),
(164793, 62, 13, '21:46.2', 36.49454644302271, 98.89565679125457, 126, 74, 55, 'Female', 56.21304821637704, 1.6915082997487478, 0.09645144, 52, 19.646666353255448, 91.33333333333333, 'Low Risk'),
(164794, 87, 17, '20:46.2', 36.43006486197903, 97.45393553649637, 125, 74, 48, 'Female', 95.59583450025536, 1.5387395298377566, 0.1487884613898135, 51, 40.37464781302407, 91, 'High Risk'),
(164795, 78, 14, '19:46.2', 36.45591089411267, 95.25890110709045, 111, 76, 46, 'Male', 69.96517489912647, 1.780312600143576, 0.11798085575662032, 35, 22.07442465, 87.66666666666667, 'Low Risk'),
(164796, 77, 19, '18:46.2', 37.46739806431729, 99.24847712029339, 139, 75, 33, 'Female', 75.29057162641249, 1.5782906468878495, 0.075438856, 64, 30.225022214937805, 96.33333333333333, 'High Risk'),
(164797, 85, 15, '17:46.2', 36.126401640472075, 97.85687601, 136, 88, 55, 'Male', 89.97043506824721, 1.9973453236327559, 0.13375584857193482, 48, 22.55243845897539, 104, 'Low Risk'),
(164798, 84, 16, '16:46.2', 36.130418884904245, 97.95125395427851, 123, 89, 30, 'Female', 71.86072928585679, 1.619968194987908, 0.12863081012957306, 34, 27.3828498, 100.33333333333333, 'Low Risk'),
(164799, 75, 14, '15:46.2', 36.336665788255424, 97.93355312569321, 115, 82, 38, 'Male', 59.44001931750199, 1.6364096018282441, 0.098076581, 33, 22.19703177215808, 93, 'Low Risk'),
(164800, 62, 18, '14:46.2', 37.16247576128904, 95.50900592496953, 120, 70, 21, 'Male', 80.93525867764046, 1.6216101988485279, 0.085900947, 50, 30.778313919834087, 86.66666666666666, 'High Risk'),
(164801, 69, 14, '13:46.2', 36.367056534874365, 96.70324674707973, 135, 77, 54, 'Female', 51.186916624026004, 1.5873256724684945, 0.13956967887168148, 58, 20.315470683505705, 96.33333333333333, 'Low Risk'),
(164802, 90, 17, '12:46.2', 36.69957404607701, 95.05786967236408, 128, 77, 58, 'Male', 64.88488048565786, 1.5813415298049662, 0.11822299769526738, 51, 25.947298955111908, 94, 'Low Risk'),
(164803, 65, 14, '11:46.2', 36.837914786908534, 95.49124360238191, 138, 74, 32, 'Female', 92.31636368, 1.9547224570945625, 0.075442624, 64, 24.160642794896972, 95.33333333333333, 'Low Risk'),
(164804, 78, 16, '10:46.2', 37.46926227, 99.14569289943582, 129, 71, 40, 'Female', 97.76474148593576, 1.7162455965383008, 0.13642541766604224, 58, 33.19123286883638, 90.33333333333333, 'High Risk'),
(164805, 89, 16, '09:46.2', 36.016434639326974, 95.69011843952808, 136, 70, 70, 'Female', 59.90469793949595, 1.7452330853637823, 0.093276517, 66, 19.66771957932796, 92, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(164807, 70, 14, '07:46.2', 36.94935618533643, 97.49483211110382, 138, 73, 50, 'Male', 56.78699562123077, 1.5224260100516123, 0.093643806, 65, 24.500587716119693, 94.66666666666666, 'Low Risk'),
(164808, 62, 12, '06:46.2', 37.23280759697162, 97.96067791589775, 124, 87, 21, 'Female', 89.73951323720391, 1.8843813478582065, 0.12265324171442354, 37, 25.272378417437935, 99.33333333333333, 'Low Risk'),
(164809, 83, 15, '05:46.2', 36.338057295099325, 97.13163573011029, 123, 83, 60, 'Female', 67.35345356435415, 1.6918685079855922, 0.067592447, 40, 23.53025620201921, 96.33333333333333, 'Low Risk'),
(164810, 82, 16, '04:46.2', 37.34678445842571, 99.11900238257715, 112, 84, 85, 'Female', 80.36064875810507, 1.6755905074510327, 0.086496441, 28, 28.622505765266954, 93.33333333333333, 'Low Risk'),
(164811, 80, 17, '03:46.2', 36.57776887134094, 99.50409308354506, 136, 80, 29, 'Female', 51.12561115090063, 1.994665205796655, 0.11585028642394966, 56, 12.849862734085606, 98.66666666666666, 'High Risk'),
(164812, 76, 18, '02:46.2', 36.957472706255594, 95.79868880796013, 127, 85, 21, 'Female', 82.17668634673939, 1.620610641676817, 0.10736661352327784, 42, 31.288968949314075, 99, 'High Risk'),
(164813, 81, 19, '01:46.2', 37.43401259069087, 96.90905962597819, 127, 75, 46, 'Female', 90.18026196763532, 1.7968857317175155, 0.1424588079976602, 52, 27.929976626330554, 92.33333333333333, 'Low Risk'),
(164814, 74, 15, '00:46.2', 36.76728336370489, 96.78416186, 114, 82, 89, 'Male', 78.73433091246685, 1.998547433108045, 0.065058711, 32, 19.712205627433626, 92.66666666666667, 'Low Risk'),
(164815, 80, 13, '59:46.2', 37.14562182348435, 95.43781184984076, 121, 78, 85, 'Female', 61.204618946314966, 1.6525184258455454, 0.1406982701774671, 43, 22.41256577597685, 92.33333333333333, 'Low Risk'),
(164816, 75, 17, '58:46.2', 36.340069113298036, 98.35668373418792, 134, 72, 37, 'Male', 84.00205348, 1.7624169518531998, 0.13387308614423804, 62, 27.044102913105558, 92.66666666666666, 'Low Risk'),
(164817, 83, 18, '57:46.2', 37.46921558438156, 95.39150143908167, 117, 70, 85, 'Male', 89.15736175298353, 1.7875369049892458, 0.13753242741641386, 47, 27.902760735050823, 85.66666666666667, 'Low Risk'),
(164818, 76, 15, '56:46.2', 37.331950608335575, 96.78383360461775, 118, 81, 71, 'Male', 97.22554232355594, 1.8964735009738156, 0.060758432652065444, 37, 27.032537664566078, 93.33333333333333, 'Low Risk'),
(164819, 81, 15, '55:46.2', 36.49561413322924, 95.14234270417917, 111, 73, 20, 'Male', 51.15055179924578, 1.5052357849894262, 0.14941031355016332, 38, 22.57570149531643, 85.66666666666667, 'Low Risk'),
(164820, 63, 15, '54:46.2', 37.25255852976264, 95.14412723753361, 133, 75, 54, 'Female', 67.47906983417562, 1.5849766024393874, 0.13334858766188612, 58, 26.861074192207777, 94.33333333333333, 'Low Risk'),
(164821, 83, 13, '53:46.2', 36.415567269862436, 96.23432712353677, 131, 88, 62, 'Female', 88.52889849280928, 1.6507300434971863, 0.097677481, 43, 32.48874605134901, 102.33333333333333, 'High Risk'),
(164822, 92, 14, '52:46.2', 37.416883372934706, 97.67123356987267, 121, 83, 82, 'Male', 73.89060639472609, 1.6600025985398643, 0.14034722100155456, 38, 26.81462297166042, 95.66666666666667, 'High Risk'),
(164823, 71, 12, '51:46.2', 36.85179233, 97.33341014130251, 117, 80, 73, 'Male', 52.943987636030485, 1.6910441252717607, 0.093547208, 37, 18.51427748023225, 92.33333333333333, 'Low Risk'),
(164824, 66, 12, '50:46.2', 36.49503202483537, 99.29169333089736, 125, 77, 18, 'Male', 87.89011285747068, 1.8414847891013093, 0.050634893, 48, 25.918135163219254, 93, 'Low Risk'),
(164825, 78, 18, '49:46.2', 37.241415602080714, 95.35862997, 129, 76, 22, 'Male', 56.96388486187904, 1.740697672961525, 0.06016299, 53, 18.799785861805006, 93.66666666666666, 'Low Risk'),
(164826, 60, 15, '48:46.2', 37.45434709593062, 96.42456114340608, 139, 75, 82, 'Male', 65.10572487737502, 1.928707473905515, 0.051679887, 64, 17.501950524132983, 96.33333333333333, 'High Risk'),
(164827, 78, 17, '47:46.2', 36.92445352443559, 96.66089242241792, 139, 79, 69, 'Female', 67.89244507458693, 1.9211868932606975, 0.135424858, 60, 18.394255700061876, 99, 'High Risk'),
(164828, 62, 19, '46:46.2', 36.25915923446275, 98.18191997893236, 127, 88, 76, 'Male', 97.72004775639074, 1.7805905970819427, 0.067470476, 39, 30.82162408522376, 101, 'High Risk'),
(164829, 98, 14, '45:46.2', 37.241586004161896, 97.37286606577041, 122, 82, 73, 'Female', 94.66940798162699, 1.5788454631296922, 0.13078164233573186, 40, 37.97785345, 95.33333333333333, 'High Risk'),
(164830, 68, 12, '44:46.2', 37.209303540115386, 96.99316352, 114, 75, 49, 'Female', 74.17192663601622, 1.5449096110586709, 0.14103142326411486, 39, 31.076593722969918, 88, 'High Risk'),
(164831, 81, 17, '43:46.2', 36.885856917586196, 98.95404045, 123, 87, 27, 'Female', 58.032013929693264, 1.6724156462460864, 0.079864847, 36, 20.748141378266936, 99, 'Low Risk'),
(164832, 61, 13, '42:46.2', 37.32595063955473, 97.70211912766818, 131, 72, 43, 'Female', 79.68876002233553, 1.965749098236785, 0.11303991116453331, 59, 20.62248037, 91.66666666666666, 'Low Risk'),
(164833, 96, 18, '41:46.2', 37.05748637714196, 96.19985088826883, 119, 81, 62, 'Female', 79.20582741096631, 1.501744678786061, 0.085439963, 38, 35.12084299436752, 93.66666666666667, 'High Risk'),
(164834, 80, 16, '40:46.2', 36.67581571633802, 96.58397808713431, 126, 85, 23, 'Male', 55.685848482869254, 1.8356984421804379, 0.076033906, 41, 16.525026425488033, 98.66666666666667, 'High Risk'),
(164835, 85, 14, '39:46.2', 36.587219208182454, 96.73387197379812, 122, 81, 76, 'Female', 99.07443947117713, 1.9249091476604558, 0.13757412827124493, 41, 26.738753104222408, 94.66666666666667, 'Low Risk'),
(164836, 74, 19, '38:46.2', 36.19799302084669, 98.06463659243781, 137, 84, 44, 'Female', 99.29918556905014, 1.5800661090435768, 0.14174883538539482, 53, 39.773624620640994, 101.66666666666666, 'High Risk'),
(164837, 94, 19, '37:46.2', 37.12442289017479, 95.08798461175665, 132, 84, 82, 'Female', 99.14720899, 1.6611949902275047, 0.083452943, 48, 35.92851505, 100, 'High Risk'),
(164838, 94, 17, '36:46.2', 36.02250654455691, 97.84975535952584, 115, 89, 18, 'Female', 51.02251909532644, 1.8919295354235823, 0.081048861, 26, 14.254499812066015, 97.66666666666667, 'High Risk'),
(164839, 62, 13, '35:46.2', 37.268656127805976, 96.93194927, 121, 70, 76, 'Male', 92.78868506157838, 1.779286657, 0.1466774995027557, 51, 29.30914682343224, 87, 'Low Risk'),
(164840, 84, 12, '34:46.2', 36.69122464829065, 99.52776256256954, 131, 71, 45, 'Female', 98.17496707557837, 1.7253519241946917, 0.079482518, 60, 32.979599643881684, 91, 'High Risk'),
(164841, 77, 12, '33:46.2', 36.15222402018123, 98.43005959, 136, 77, 42, 'Female', 96.66452011448328, 1.6862636334629988, 0.064848276, 59, 33.995086558337036, 96.66666666666666, 'High Risk'),
(164842, 76, 19, '32:46.2', 36.67172922927356, 98.47525487861125, 111, 79, 82, 'Female', 67.14558027695925, 1.9036359388935742, 0.12064491465529478, 32, 18.52890014374762, 89.66666666666667, 'Low Risk'),
(164843, 98, 12, '31:46.2', 36.78263105391261, 96.39586403550703, 124, 80, 87, 'Female', 70.06128086696505, 1.8961348164355916, 0.057970198, 44, 19.486760494729754, 94.66666666666667, 'High Risk'),
(164844, 68, 15, '30:46.2', 36.96001597, 98.07568100097619, 130, 86, 54, 'Male', 99.88674800409203, 1.6683703028960892, 0.089291999, 44, 35.88582810969947, 100.66666666666667, 'High Risk'),
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(165021, 76, 13, '33:46.2', 36.58228563382729, 97.65460497417074, 112, 70, 39, 'Female', 87.96355855235268, 1.806323500657204, 0.095424901, 42, 26.959493329202978, 84, 'Low Risk'),
(165022, 82, 12, '32:46.2', 37.30920390157196, 97.90008251100517, 134, 85, 38, 'Male', 93.63509876792759, 1.7013145057117007, 0.10582167510210692, 49, 32.34964082774789, 101.33333333333333, 'High Risk'),
(165023, 89, 13, '31:46.2', 36.53264767299342, 99.64002012, 122, 85, 81, 'Male', 97.45488329753249, 1.9242230742244537, 0.06472721, 37, 26.320417230794423, 97.33333333333333, 'Low Risk'),
(165024, 95, 12, '30:46.2', 37.40201360121645, 97.25890444312371, 110, 84, 52, 'Female', 79.34696363837165, 1.6553720274637982, 0.08394857, 26, 28.956034667032444, 92.66666666666667, 'High Risk'),
(165025, 68, 18, '29:46.2', 37.10350382803247, 99.91325274111672, 122, 77, 25, 'Female', 64.32054314837649, 1.9020987534773155, 0.12953099607836238, 45, 17.778027808621946, 92, 'High Risk'),
(165026, 72, 17, '28:46.2', 36.582957761365165, 95.24935749313843, 123, 88, 57, 'Female', 75.29429960687241, 1.7130684869351422, 0.11233837387492793, 35, 25.657400051137543, 99.66666666666667, 'Low Risk'),
(165027, 61, 19, '27:46.2', 36.30511361182029, 97.49736871247643, 115, 87, 78, 'Female', 61.559151180505836, 1.7801742372321054, 0.067695463, 28, 19.425293959452897, 96.33333333333333, 'Low Risk'),
(165028, 88, 17, '26:46.2', 36.627678007728505, 97.58925309, 122, 79, 69, 'Male', 95.65330610169673, 1.629071752042116, 0.079993722, 43, 36.042886071334344, 93.33333333333333, 'High Risk'),
(165029, 91, 17, '25:46.2', 37.07806260820049, 97.55659798241433, 115, 87, 81, 'Female', 64.20284249330356, 1.6213730460963762, 0.11559917089167962, 28, 24.422401030278806, 96.33333333333333, 'High Risk'),
(165030, 89, 18, '24:46.2', 36.31346789745719, 98.55161901, 129, 80, 73, 'Female', 55.792692535891234, 1.7789064167949065, 0.072250905, 49, 17.630763403253034, 96.33333333333333, 'High Risk'),
(165031, 69, 14, '23:46.2', 36.18139636692893, 95.30388637, 111, 75, 50, 'Male', 80.6039984, 1.9717389538745556, 0.059607725, 36, 20.732790188436237, 87, 'Low Risk'),
(165032, 96, 18, '22:46.2', 36.00422508277619, 99.25602951, 121, 89, 88, 'Male', 95.92039802402923, 1.8416436371277414, 0.11887609856863067, 32, 28.281326684459696, 99.66666666666667, 'High Risk'),
(165033, 67, 12, '21:46.2', 36.145053026717626, 97.52771298402834, 123, 70, 41, 'Male', 71.98669161102461, 1.5694375535089957, 0.1328987430776632, 53, 29.225646985335047, 87.66666666666666, 'Low Risk'),
(165034, 60, 16, '20:46.2', 37.38819001505061, 95.57765437437932, 128, 80, 29, 'Female', 90.6118247, 1.6461898237179666, 0.12670880887107638, 48, 33.436826427633285, 96, 'High Risk'),
(165035, 86, 13, '19:46.2', 37.30049467, 98.54754925597501, 131, 76, 73, 'Female', 69.35238994176915, 1.9074044872319638, 0.12886862601954613, 55, 19.062323337811215, 94.33333333333333, 'Low Risk'),
(165036, 97, 14, '18:46.2', 36.94080013417815, 99.86723911431592, 112, 82, 66, 'Male', 78.90217495, 1.6848638992457052, 0.12004252139930727, 30, 27.794529373596085, 92, 'High Risk'),
(165037, 74, 14, '17:46.2', 37.07718974926671, 99.67875367553971, 125, 76, 86, 'Female', 96.05951845, 1.651409535830458, 0.051587493906439935, 49, 35.22336386085011, 92.33333333333333, 'High Risk'),
(165038, 88, 17, '16:46.2', 37.02001979607976, 97.22483932638669, 112, 84, 52, 'Female', 80.42195180241899, 1.602633153161845, 0.079267271, 28, 31.311679558330447, 93.33333333333333, 'High Risk'),
(165039, 87, 15, '15:46.2', 36.62600028264733, 96.01467871375773, 137, 81, 23, 'Female', 90.91900354693976, 1.7465781247198926, 0.053118733, 56, 29.80427997153426, 99.66666666666666, 'Low Risk'),
(165040, 72, 15, '14:46.2', 36.36628993109235, 96.26932779782706, 123, 81, 79, 'Male', 64.42750806293522, 1.7643486735004101, 0.11065099372407136, 42, 20.69676666290354, 95, 'Low Risk'),
(165041, 71, 14, '13:46.2', 37.334839462975694, 98.06084069009356, 118, 70, 37, 'Male', 83.03273454921342, 1.9336702579850313, 0.14395635605462948, 48, 22.206724580874916, 86, 'Low Risk'),
(165042, 72, 17, '12:46.2', 37.207932968883924, 95.54297478913718, 130, 78, 50, 'Male', 81.77723773738498, 1.6437479676340185, 0.14712372529960932, 52, 30.266484450722583, 95.33333333333333, 'High Risk'),
(165043, 77, 12, '11:46.2', 36.60516455274332, 97.69381731259197, 127, 85, 19, 'Female', 90.42811331118115, 1.522700808850595, 0.13320469449565478, 42, 39.00087161132201, 99, 'High Risk'),
(165044, 67, 13, '10:46.2', 36.238178128898035, 95.87846272526036, 134, 82, 21, 'Female', 79.63903297245562, 1.5374811097164687, 0.078528705, 52, 33.690418119035556, 99.33333333333333, 'High Risk'),
(165045, 76, 18, '09:46.2', 36.15129468, 95.84610702830162, 126, 82, 47, 'Male', 82.62085190012942, 1.600837125893154, 0.12315360151789363, 44, 32.24002525, 96.66666666666667, 'High Risk'),
(165046, 94, 19, '08:46.2', 37.488239710118165, 95.97535165970426, 113, 79, 34, 'Male', 92.95379055275296, 1.518163472067595, 0.1060783409698905, 34, 40.330167790834345, 90.33333333333333, 'High Risk'),
(165047, 94, 12, '07:46.2', 36.05306962369046, 98.75981101487551, 128, 81, 28, 'Female', 50.63553222062282, 1.6666284746038802, 0.11602511472639776, 47, 18.229627062325296, 96.66666666666667, 'High Risk'),
(165048, 80, 13, '06:46.2', 37.35753470229852, 95.83533893308888, 124, 77, 55, 'Male', 51.326095029711084, 1.774186032103152, 0.053667727799847215, 47, 16.30571744, 92.66666666666667, 'High Risk'),
(165049, 79, 16, '05:46.2', 37.19413617873248, 98.38125390209524, 130, 86, 56, 'Female', 79.52736016, 1.8956854348202352, 0.11624150999241985, 44, 22.130132803548825, 100.66666666666667, 'Low Risk'),
(165050, 64, 19, '04:46.2', 37.23773057461531, 96.89197253675536, 136, 88, 35, 'Male', 82.25948112197605, 1.5276830023160404, 0.050504503, 48, 35.24678202404288, 104, 'High Risk'),
(165051, 70, 19, '03:46.2', 37.39922900875917, 98.99259879386788, 113, 84, 27, 'Female', 93.96247712274157, 1.5517648175424998, 0.092452318, 29, 39.02138279406215, 93.66666666666667, 'High Risk'),
(165052, 80, 19, '02:46.2', 36.99610081, 98.15230365, 135, 78, 32, 'Male', 81.26188147442659, 1.822827621506337, 0.13287061877438894, 57, 24.456576977602033, 97, 'Low Risk'),
(165053, 79, 17, '01:46.2', 36.91319655697886, 98.20564367, 124, 87, 86, 'Male', 79.94261543839485, 1.658836655642043, 0.11943302628403847, 37, 29.05167022848367, 99.33333333333333, 'Low Risk'),
(165054, 71, 14, '00:46.2', 36.72659657270504, 98.89554824743603, 116, 80, 20, 'Female', 84.80535303, 1.5263526261104974, 0.13359692654539118, 36, 36.401016365406974, 92, 'High Risk'),
(165055, 89, 13, '59:46.2', 37.12635000188008, 97.14693604753992, 115, 84, 77, 'Male', 99.68264389185197, 1.837989263143563, 0.14224013460699358, 31, 29.507581013641616, 94.33333333333333, 'Low Risk'),
(165056, 62, 17, '58:46.2', 37.263058090629194, 95.08281954873038, 125, 79, 68, 'Female', 55.80736714402649, 1.5734540724075181, 0.12307239824344282, 46, 22.541530109680917, 94.33333333333333, 'Low Risk'),
(165057, 92, 12, '57:46.2', 37.13863803059814, 97.73360927666528, 123, 85, 70, 'Male', 53.89134660520288, 1.9561697634159407, 0.1421029522610705, 38, 14.083349340673129, 97.66666666666667, 'High Risk'),
(165058, 85, 18, '56:46.2', 37.16148194754207, 97.54706129591008, 130, 84, 43, 'Male', 69.80084605460254, 1.8150941633499977, 0.072687071, 46, 21.186653611684736, 99.33333333333333, 'Low Risk'),
(165059, 91, 17, '55:46.2', 36.575205333847016, 98.72317231816264, 119, 82, 23, 'Female', 54.84007868986097, 1.8221940542546524, 0.068523318, 37, 16.516150013548664, 94.33333333333333, 'High Risk'),
(165060, 61, 13, '54:46.2', 37.31437106881792, 95.53935764364996, 134, 73, 31, 'Female', 62.55761684313947, 1.981797799252386, 0.13291571267931082, 61, 15.928009723795713, 93.33333333333333, 'High Risk'),
(165061, 77, 17, '53:46.2', 36.32882366715608, 99.15817924826301, 139, 74, 74, 'Female', 82.35810793199644, 1.9835063371743828, 0.12109755421344216, 65, 20.933371267122453, 95.66666666666666, 'Low Risk'),
(165062, 91, 18, '52:46.2', 36.548708441942416, 97.45023552093555, 117, 89, 29, 'Female', 90.38638199341929, 1.6507371504266888, 0.12289158348615666, 28, 33.17012835041241, 98.33333333333333, 'High Risk'),
(165063, 61, 17, '51:46.2', 36.503531851840286, 97.30705437476698, 119, 79, 24, 'Male', 67.83904364260789, 1.7838110767039628, 0.12023958469960434, 40, 21.319744911011842, 92.33333333333333, 'Low Risk'),
(165064, 99, 17, '50:46.2', 36.93771172826165, 98.03859578936172, 130, 74, 67, 'Male', 51.069317830921385, 1.5115149007523736, 0.13021625031238304, 56, 22.35296772034055, 92.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(165065, 87, 13, '49:46.2', 37.072588741832924, 98.79238699456052, 139, 73, 84, 'Female', 92.18893758210997, 1.996341702007421, 0.077605614, 66, 23.131779945680886, 95, 'Low Risk'),
(165066, 60, 19, '48:46.2', 36.27205767462316, 96.19285735962275, 131, 89, 25, 'Male', 85.68546979496134, 1.6882161131266669, 0.11907176885632717, 42, 30.064300252974835, 103, 'High Risk'),
(165067, 80, 18, '47:46.2', 37.212355382103205, 99.76234205, 122, 70, 63, 'Female', 87.5067267, 1.8307674699613825, 0.095491505, 52, 26.108087809182766, 87.33333333333333, 'Low Risk'),
(165068, 81, 18, '46:46.2', 36.020047748420986, 95.60842679385563, 127, 78, 74, 'Female', 89.41093378757142, 1.5936051778907205, 0.11926252542301531, 49, 35.207011831781784, 94.33333333333333, 'High Risk'),
(165069, 69, 15, '45:46.2', 36.219191374243486, 98.29729558, 137, 84, 32, 'Female', 94.53851365911345, 1.504019549974728, 0.065301513, 53, 41.79283257071917, 101.66666666666666, 'High Risk'),
(165070, 92, 19, '44:46.2', 36.457735324125075, 99.75982290415644, 129, 84, 64, 'Female', 68.13740665643317, 1.9571315008318697, 0.14186286416079075, 45, 17.78875631340214, 99, 'High Risk'),
(165071, 67, 14, '43:46.2', 37.47645989282973, 97.56510084890834, 121, 89, 85, 'Female', 96.63713293, 1.6354145284912192, 0.054337601, 32, 36.131694830485145, 99.66666666666667, 'High Risk'),
(165072, 84, 17, '42:46.2', 36.82769607440537, 96.03710874311844, 139, 71, 51, 'Male', 93.05521100808502, 1.8355234746741802, 0.10357818741606234, 68, 27.61981797162653, 93.66666666666666, 'Low Risk'),
(165073, 67, 19, '41:46.2', 36.95391897466178, 96.57116086147613, 113, 75, 70, 'Male', 57.18733409843737, 1.619055061232649, 0.1445467786651249, 38, 21.816074816476647, 87.66666666666667, 'Low Risk'),
(165074, 67, 15, '40:46.2', 36.75196468442454, 99.98653653855989, 116, 73, 78, 'Female', 73.85159996812023, 1.9444763250329773, 0.12508687277322758, 43, 19.53235410410537, 87.33333333333333, 'Low Risk'),
(165075, 91, 13, '39:46.2', 37.21974839746501, 98.28808779727892, 111, 77, 46, 'Female', 92.93232376700743, 1.9282397399440923, 0.075737835, 34, 24.99451640517937, 88.33333333333333, 'High Risk'),
(165076, 77, 17, '38:46.2', 37.18961730368345, 95.12719729178573, 130, 85, 25, 'Female', 87.60697714322936, 1.6983315569062885, 0.14490379495433786, 45, 30.373422874253308, 100, 'High Risk'),
(165077, 85, 16, '37:46.2', 37.239957230296426, 98.33361502213951, 113, 77, 34, 'Female', 74.66732743246675, 1.8779467722974525, 0.10216015134634956, 36, 21.172105509747784, 89, 'Low Risk'),
(165078, 94, 13, '36:46.2', 36.075852770968886, 97.17824724791474, 137, 74, 39, 'Female', 53.368812638507386, 1.7747749615183903, 0.098456149, 63, 16.943415242376837, 95, 'High Risk'),
(165079, 90, 14, '35:46.2', 37.39079739208991, 99.53129552213844, 112, 83, 80, 'Female', 55.19288962005325, 1.7771463434979984, 0.12395091132284253, 29, 17.47578718918735, 92.66666666666667, 'High Risk'),
(165080, 66, 16, '34:46.2', 36.80641771496227, 96.39982814398216, 135, 75, 55, 'Female', 67.30854684012841, 1.9555276958265484, 0.13406552384829004, 60, 17.60119976906887, 95, 'High Risk'),
(165081, 61, 17, '33:46.2', 36.55361674645593, 97.18931570819949, 126, 84, 84, 'Female', 95.20350862, 1.7898931710143642, 0.056081359, 42, 29.716573552037648, 98, 'Low Risk'),
(165082, 60, 14, '32:46.2', 37.33366353, 97.71922666567293, 111, 82, 58, 'Female', 59.87635223, 1.7850114564029127, 0.078730714, 29, 18.79201363718601, 91.66666666666667, 'Low Risk'),
(165083, 87, 13, '31:46.2', 37.15169420600797, 99.64462081580255, 118, 81, 29, 'Female', 98.44460438565892, 1.9580410878030614, 0.099784095, 37, 25.67723858, 93.33333333333333, 'Low Risk'),
(165084, 86, 13, '30:46.2', 36.07509366167314, 96.88541054, 128, 77, 86, 'Female', 99.58859123, 1.6156914848139188, 0.084503445, 51, 38.14983963171531, 94, 'High Risk'),
(165085, 86, 16, '29:46.2', 36.657296276041066, 96.52497861, 125, 86, 40, 'Male', 93.52173454695733, 1.6069065501553865, 0.14127252684289862, 39, 36.218570976154126, 99, 'High Risk'),
(165086, 84, 14, '28:46.2', 36.800423463220234, 99.79630307504281, 125, 76, 30, 'Male', 50.51710608786754, 1.8444350866685595, 0.11281409894912596, 49, 14.84949598540669, 92.33333333333333, 'High Risk'),
(165087, 69, 14, '27:46.2', 36.572204824921236, 97.96920507, 113, 89, 26, 'Male', 87.12856410824612, 1.8285587688577936, 0.13966006063996972, 24, 26.058097882319625, 97, 'Low Risk'),
(165088, 87, 18, '26:46.2', 36.224754278903085, 96.36703527238892, 113, 72, 41, 'Male', 60.79385962412796, 1.5150922308226176, 0.087058307, 41, 26.483877715894454, 85.66666666666667, 'Low Risk'),
(165089, 75, 12, '25:46.2', 36.26411339010083, 95.76749520803067, 126, 70, 69, 'Male', 69.68934310319449, 1.928387703294676, 0.097025834, 56, 18.74034855, 88.66666666666666, 'Low Risk'),
(165090, 64, 15, '24:46.2', 36.99088366560134, 95.99466115, 132, 84, 58, 'Female', 54.06586095731765, 1.721714824239437, 0.1263462147547607, 48, 18.238985813357182, 100, 'High Risk'),
(165091, 87, 14, '23:46.2', 36.89904165655542, 96.43052636028841, 120, 72, 25, 'Male', 95.53320252823487, 1.9611901880493685, 0.12222915727127474, 48, 24.83790222524905, 88, 'Low Risk'),
(165092, 96, 18, '22:46.2', 36.125420618388816, 98.80220666890455, 139, 86, 44, 'Female', 67.99915152706073, 1.951375471217023, 0.093555453, 53, 17.857547357434115, 103.66666666666666, 'High Risk'),
(165093, 64, 19, '21:46.2', 36.78110330208325, 95.68476553755653, 111, 80, 43, 'Male', 71.83772777707188, 1.625493516727854, 0.060712197, 31, 27.18830316204764, 90.33333333333333, 'Low Risk'),
(165094, 67, 12, '20:46.2', 36.356557866739216, 97.57009559204734, 121, 86, 39, 'Female', 50.81213046359632, 1.764504176812868, 0.1452950708300058, 35, 16.320070219596847, 97.66666666666667, 'High Risk'),
(165095, 73, 19, '19:46.2', 37.19053625430752, 97.56090429619952, 128, 73, 83, 'Female', 52.19496219618108, 1.9879507637681089, 0.06747572, 55, 13.207400258661615, 91.33333333333333, 'High Risk'),
(165096, 68, 17, '18:46.2', 36.704473082370455, 98.96217491848225, 113, 87, 29, 'Female', 65.61928719672629, 1.8094833402141597, 0.10421622923170826, 26, 20.041135787095303, 95.66666666666667, 'Low Risk'),
(165097, 72, 14, '17:46.2', 36.15089242665881, 96.07786415885855, 136, 85, 87, 'Male', 95.05303253852813, 1.7378890504949593, 0.13136120208619328, 51, 31.471821766812152, 102, 'High Risk'),
(165098, 89, 18, '16:46.2', 37.05767418536394, 99.71319470792503, 130, 86, 48, 'Male', 86.10285645178168, 1.9082608817018323, 0.072491323, 44, 23.64514949608798, 100.66666666666667, 'Low Risk'),
(165099, 93, 14, '15:46.2', 37.15191344029179, 99.89164962459796, 129, 80, 58, 'Female', 92.84606088609749, 1.5797269223067945, 0.062710686, 49, 37.204840216879425, 96.33333333333333, 'High Risk'),
(165100, 86, 14, '14:46.2', 36.721899642341924, 97.36741326774332, 137, 82, 62, 'Male', 69.97096661676474, 1.8623738119119135, 0.075076595, 55, 20.173635112043495, 100.33333333333333, 'Low Risk'),
(165101, 63, 18, '13:46.2', 36.41250678140708, 99.43242759216974, 127, 82, 33, 'Male', 76.74231580262511, 1.9831350751536434, 0.065721487, 45, 19.513281456286403, 97, 'Low Risk'),
(165102, 60, 18, '12:46.2', 36.579841665574776, 99.02488070116817, 139, 83, 31, 'Male', 53.13699460036297, 1.5651435949474284, 0.1117270537802228, 56, 21.691451329661493, 101.66666666666666, 'Low Risk'),
(165103, 97, 15, '11:46.2', 37.13092776556724, 98.06523109169922, 117, 72, 49, 'Male', 89.60455971490765, 1.7586631464372726, 0.098846503, 45, 28.971086612759013, 87, 'High Risk'),
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(165281, 62, 12, '13:46.2', 36.83960738377248, 99.25164807287474, 122, 79, 48, 'Female', 78.46139446424847, 1.8877548686074133, 0.13387575662710594, 43, 22.017338752253774, 93.33333333333333, 'Low Risk'),
(165282, 61, 14, '12:46.2', 36.49710848978294, 99.29710548002578, 123, 72, 38, 'Male', 65.72154045, 1.6211491713156798, 0.089724401, 51, 25.007010535258658, 89, 'Low Risk'),
(165283, 80, 13, '11:46.2', 36.031206691035905, 95.04804909904234, 111, 76, 70, 'Female', 88.49068381383657, 1.6730903094889116, 0.10261068647421155, 35, 31.612495719874797, 87.66666666666667, 'High Risk'),
(165284, 70, 16, '10:46.2', 37.27134808, 99.98416610965556, 128, 89, 30, 'Male', 99.95197000907481, 1.820031261123044, 0.11081493079238255, 39, 30.174053996878808, 102, 'High Risk'),
(165285, 81, 16, '09:46.2', 37.26968205772833, 99.95392968717437, 116, 71, 23, 'Female', 67.28434957726955, 1.8359657527930844, 0.075126741, 45, 19.961120064029963, 86, 'Low Risk'),
(165286, 81, 18, '08:46.2', 36.27894522241587, 96.55590264301149, 123, 85, 49, 'Male', 53.298087873672586, 1.9011266731662295, 0.12121350561681182, 38, 14.746519120907324, 97.66666666666667, 'High Risk'),
(165287, 60, 17, '07:46.2', 37.29866299774781, 97.71615970865082, 125, 79, 68, 'Male', 97.31240053874916, 1.9218750257003783, 0.052437535, 46, 26.346194854011575, 94.33333333333333, 'Low Risk'),
(165288, 90, 13, '06:46.2', 37.33457395609179, 97.13591585257531, 120, 78, 57, 'Male', 99.86469781944729, 1.5172724939085807, 0.10593356152374023, 42, 43.37952804910451, 92, 'High Risk'),
(165289, 66, 16, '05:46.2', 37.33299987242667, 97.07552740688251, 111, 87, 34, 'Female', 89.58860397772767, 1.5961874879664923, 0.1292210613861599, 24, 35.16292261, 95, 'High Risk'),
(165290, 80, 17, '04:46.2', 36.36440831351241, 96.85087056545872, 111, 81, 29, 'Male', 94.18627843951896, 1.6058958920706663, 0.085951348, 30, 36.52185792935292, 91, 'High Risk'),
(165291, 77, 12, '03:46.2', 37.104935417887845, 96.55454903909914, 139, 75, 55, 'Male', 62.20697005513645, 1.5655030911680412, 0.095767642, 64, 25.382312661608886, 96.33333333333333, 'Low Risk'),
(165292, 85, 14, '02:46.2', 36.37561609547996, 98.20506547341145, 135, 77, 18, 'Male', 53.97278623517774, 1.786981727407118, 0.066686222, 58, 16.90186446566911, 96.33333333333333, 'High Risk'),
(165293, 92, 19, '01:46.2', 36.91588576379483, 97.84430462622258, 116, 72, 21, 'Male', 57.899717499082236, 1.8633013652976307, 0.081316229, 44, 16.67670476711362, 86.66666666666667, 'High Risk'),
(165294, 92, 18, '00:46.2', 36.78183837196142, 98.63754814, 122, 86, 30, 'Male', 59.00913299957104, 1.5904819414120448, 0.066303554, 36, 23.327153593435337, 98, 'High Risk'),
(165295, 92, 16, '59:46.2', 36.798984713671004, 96.43240561273322, 113, 83, 48, 'Female', 59.602311414667504, 1.5285310149003994, 0.093240522, 30, 25.510242776386825, 93, 'High Risk'),
(165296, 95, 15, '58:46.2', 37.24493898854087, 96.23327228287383, 122, 78, 81, 'Female', 99.00454084963962, 1.5057257572990732, 0.082945234, 44, 43.66800534, 92.66666666666667, 'High Risk'),
(165297, 85, 17, '57:46.2', 36.50723057, 97.57414342385343, 127, 80, 69, 'Female', 99.24677430056416, 1.629829599554269, 0.084985099, 47, 37.36216196, 95.66666666666667, 'High Risk'),
(165298, 91, 19, '56:46.2', 37.01852449625757, 95.34313975967456, 118, 74, 30, 'Male', 85.85812461234326, 1.7567125800884118, 0.08066045, 44, 27.82146373882362, 88.66666666666667, 'High Risk'),
(165299, 95, 14, '55:46.2', 36.11612582140392, 96.29184474501103, 129, 85, 85, 'Male', 81.92913447, 1.9542947123064418, 0.090106797, 44, 21.45152900518053, 99.66666666666667, 'High Risk'),
(165300, 86, 12, '54:46.2', 36.267321270777195, 95.58517358, 126, 74, 81, 'Male', 51.37364131259041, 1.7055406034516822, 0.057588464, 52, 17.66103792486205, 91.33333333333333, 'High Risk'),
(165301, 71, 19, '53:46.2', 36.6803486, 98.48782969, 137, 84, 69, 'Female', 76.10597109815411, 1.5911135047902047, 0.1330960812256861, 53, 30.061898772781454, 101.66666666666666, 'High Risk'),
(165302, 91, 16, '52:46.2', 37.13208655888974, 96.22090276218033, 115, 81, 42, 'Female', 56.500457667534775, 1.9975354858072047, 0.064363466, 34, 14.159990412881713, 92.33333333333333, 'High Risk'),
(165303, 86, 17, '51:46.2', 37.016644339288305, 97.60629406134554, 134, 81, 72, 'Female', 61.320274440739325, 1.5751318544864812, 0.093465656, 53, 24.71554895020308, 98.66666666666666, 'Low Risk'),
(165304, 82, 13, '50:46.2', 36.33055728838921, 99.33177354, 132, 86, 56, 'Male', 90.06059191009226, 1.847712502028154, 0.072779997, 46, 26.379466145886013, 101.33333333333333, 'Low Risk'),
(165305, 79, 18, '49:46.2', 37.43145502870901, 98.68111910451417, 113, 74, 69, 'Male', 82.90803175932048, 1.6069473561280785, 0.065086989, 39, 32.10652524447741, 87, 'High Risk'),
(165306, 86, 16, '48:46.2', 36.50931462397357, 97.99637966759333, 134, 77, 44, 'Male', 94.20481515, 1.609554872325801, 0.14324775539046186, 57, 36.36315252410848, 96, 'High Risk'),
(165307, 70, 14, '47:46.2', 36.77084460823059, 96.30449598049316, 126, 72, 39, 'Female', 87.73748971449814, 1.532719407, 0.12752916488389482, 54, 37.34735858386574, 90, 'High Risk'),
(165308, 64, 14, '46:46.2', 37.320724081010376, 98.46716595900007, 118, 86, 22, 'Male', 92.11300228, 1.569301637407588, 0.10466579607023765, 32, 37.403141644541044, 96.66666666666667, 'High Risk'),
(165309, 68, 12, '45:46.2', 37.191673968486846, 95.89177844039399, 129, 77, 82, 'Female', 79.52929656511604, 1.955374933411501, 0.10240626098582728, 52, 20.800178124295567, 94.33333333333333, 'Low Risk'),
(165310, 85, 13, '44:46.2', 36.51693459758589, 99.02967054074063, 123, 75, 58, 'Female', 80.94576163, 1.6261985127652046, 0.11379572621573492, 48, 30.608848702386627, 91, 'High Risk'),
(165311, 91, 16, '43:46.2', 37.19547852305815, 96.08033938225459, 114, 76, 60, 'Male', 56.03699458185366, 1.5796675796764195, 0.056174667, 38, 22.456570086709085, 88.66666666666667, 'High Risk'),
(165312, 95, 12, '42:46.2', 37.09787468870638, 96.58163181966526, 128, 73, 42, 'Female', 70.05026585, 1.681353675701318, 0.11328117682498456, 55, 24.779448283136553, 91.33333333333333, 'High Risk'),
(165313, 60, 17, '41:46.2', 36.10786285898607, 98.90188302837878, 130, 87, 62, 'Male', 56.53127684820661, 1.692902409498169, 0.13452614774504587, 43, 19.725360475258185, 101.33333333333333, 'Low Risk'),
(165314, 94, 12, '40:46.2', 36.73419749181161, 98.48611994028289, 116, 76, 47, 'Male', 76.34137181148864, 1.9494143227884209, 0.11935491631622704, 40, 20.088691736398584, 89.33333333333333, 'High Risk'),
(165315, 97, 16, '39:46.2', 36.21806743570153, 95.08885562592705, 124, 74, 27, 'Male', 91.44199494500324, 1.9939276646944817, 0.065253953, 50, 22.99995012465532, 90.66666666666666, 'High Risk'),
(165316, 86, 12, '38:46.2', 36.39789683360363, 98.00204318361779, 133, 88, 41, 'Female', 57.179985631750384, 1.7300801774084775, 0.10100410696276334, 45, 19.10344012509291, 103, 'Low Risk'),
(165317, 93, 14, '37:46.2', 36.44263339062013, 96.07714821287007, 136, 85, 83, 'Female', 71.89342949, 1.9970615517386994, 0.098447501, 51, 18.026287774620755, 102, 'High Risk'),
(165318, 86, 12, '36:46.2', 36.36751795434422, 99.87348536929834, 128, 85, 47, 'Female', 84.28263355199871, 1.8526174730170042, 0.064557924, 43, 24.556506686584907, 99.33333333333333, 'Low Risk'),
(165319, 78, 15, '35:46.2', 37.433871207706424, 95.81739968, 111, 71, 72, 'Male', 95.33685648125814, 1.5420392851664577, 0.054345474, 40, 40.09312905660702, 84.33333333333333, 'High Risk'),
(165320, 97, 12, '34:46.2', 37.073875542937486, 95.61233981606476, 138, 84, 22, 'Male', 58.017297766067735, 1.7781242649925337, 0.1367009779918253, 54, 18.34988217475124, 102, 'High Risk'),
(165321, 64, 17, '33:46.2', 37.00140905862864, 95.10154488955807, 131, 84, 80, 'Female', 89.50057295192336, 1.9955341909205224, 0.13144711377769813, 47, 22.475402033177215, 99.66666666666667, 'Low Risk'),
(165322, 69, 18, '32:46.2', 36.37919108197704, 95.61325740861079, 137, 81, 50, 'Male', 66.53408901449595, 1.5641281406782936, 0.089613238, 56, 27.19565703667074, 99.66666666666666, 'Low Risk'),
(165323, 71, 14, '31:46.2', 36.91180188788661, 99.86786893339101, 131, 82, 53, 'Male', 88.72185200870302, 1.5490039903837551, 0.091822616, 49, 36.97647658610932, 98.33333333333333, 'High Risk'),
(165324, 85, 12, '30:46.2', 37.24322730034338, 97.35064232886376, 121, 79, 66, 'Male', 97.05903857237917, 1.7851623782441388, 0.13116187240279248, 42, 30.456537880657603, 93, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(165325, 90, 15, '29:46.2', 37.160717683366215, 98.61918643478273, 111, 86, 43, 'Male', 89.53142167, 1.7135509128298814, 0.1090143565045433, 25, 30.491687162486162, 94.33333333333333, 'High Risk'),
(165326, 67, 19, '28:46.2', 36.93493476676653, 96.75893732177462, 114, 84, 33, 'Male', 77.4724079, 1.8976511172381878, 0.06721518, 30, 21.513660625566843, 94, 'Low Risk'),
(165327, 80, 19, '27:46.2', 36.02912436535516, 96.0579099, 125, 79, 43, 'Female', 66.92537786124007, 1.928958584476426, 0.13580831897817344, 46, 17.986432216719134, 94.33333333333333, 'High Risk'),
(165328, 80, 19, '26:46.2', 37.359445267341606, 97.75820997523361, 137, 79, 22, 'Male', 85.71793114600754, 1.7498208469151342, 0.079452226, 58, 27.995260172327093, 98.33333333333333, 'Low Risk'),
(165329, 65, 16, '25:46.2', 36.49045329733291, 95.85925334912106, 139, 89, 60, 'Female', 64.66285603208435, 1.7191319285931965, 0.13872307747476453, 50, 21.879453494152184, 105.66666666666666, 'Low Risk'),
(165330, 89, 15, '24:46.2', 37.29430743850591, 98.53324862293685, 127, 88, 38, 'Male', 93.70494441, 1.7219496102164462, 0.1426831404168885, 39, 31.602513859134795, 101, 'High Risk'),
(165331, 60, 14, '23:46.2', 36.20145171862973, 95.76537886981124, 135, 74, 70, 'Male', 60.49226198296637, 1.8483951935468586, 0.088031824, 61, 17.705580217001437, 94.33333333333333, 'High Risk'),
(165332, 92, 17, '22:46.2', 37.482222433507154, 95.61252330392836, 138, 77, 49, 'Male', 96.19023911742829, 1.6755767912086195, 0.078168341, 61, 34.26118121022677, 97.33333333333333, 'High Risk'),
(165333, 94, 18, '21:46.2', 36.63642605292528, 98.30862813947962, 126, 74, 18, 'Female', 66.27069001456837, 1.7879318056614424, 0.12209598836468175, 52, 20.730968522875934, 91.33333333333333, 'High Risk'),
(165334, 94, 14, '20:46.2', 36.251262567398626, 95.82676574334735, 133, 84, 31, 'Male', 62.69070669587896, 1.637429759468964, 0.1165438942775912, 49, 23.381792772082132, 100.33333333333333, 'High Risk'),
(165335, 87, 17, '19:46.2', 37.302408441767874, 96.54324837566271, 133, 73, 78, 'Female', 67.64658530834629, 1.8169294236303135, 0.13037642977403346, 60, 20.491311861346457, 93, 'Low Risk'),
(165336, 81, 17, '18:46.2', 36.00088719788721, 99.05398415161274, 127, 80, 44, 'Male', 72.87278007847242, 1.8395894128360113, 0.082938479, 47, 21.533941809250397, 95.66666666666667, 'Low Risk'),
(165337, 80, 13, '17:46.2', 36.41747252704293, 98.96705969221323, 121, 70, 88, 'Male', 86.84457437156887, 1.9801680974100986, 0.053668963, 51, 22.14820692865257, 87, 'Low Risk'),
(165338, 78, 17, '16:46.2', 36.598072942835785, 97.89278854, 125, 75, 44, 'Female', 85.33342899017774, 1.9471131320521635, 0.064726263, 50, 22.507995816962502, 91.66666666666666, 'Low Risk'),
(165339, 67, 14, '15:46.2', 36.89077170611838, 96.87003762148262, 130, 77, 66, 'Female', 99.88160498362313, 1.7843332745672016, 0.12213923241693266, 53, 31.37137568565426, 94.66666666666666, 'High Risk'),
(165340, 80, 15, '14:46.2', 37.06546170517578, 96.10122221, 121, 83, 46, 'Male', 77.57153722214088, 1.5286029758924065, 0.075798726, 38, 33.19808223551963, 95.66666666666667, 'High Risk'),
(165341, 91, 17, '13:46.2', 37.044311928943685, 96.26011847560629, 126, 88, 86, 'Female', 78.77293237, 1.945754545560013, 0.094220971, 38, 20.806589802270654, 100.66666666666667, 'High Risk'),
(165342, 97, 12, '12:46.2', 37.23320991724471, 96.13002810561954, 122, 72, 88, 'Male', 51.24649311675543, 1.8652466601565232, 0.10547417202358864, 50, 14.72962224807797, 88.66666666666666, 'High Risk'),
(165343, 66, 14, '11:46.2', 37.26331026155116, 97.67464680034774, 139, 79, 33, 'Female', 60.411970173746525, 1.7883077107890397, 0.06804275, 60, 18.890284600293633, 99, 'Low Risk'),
(165344, 85, 17, '10:46.2', 37.36247388898727, 99.39639815621365, 125, 77, 62, 'Female', 50.502037397152364, 1.8963029820295905, 0.082273975, 48, 14.044084801161068, 93, 'High Risk'),
(165345, 85, 17, '09:46.2', 36.355036500420844, 98.64221748128814, 110, 82, 45, 'Female', 66.8031048, 1.8178769879820962, 0.060804364601874196, 28, 20.214716897077416, 91.33333333333333, 'Low Risk'),
(165346, 89, 15, '08:46.2', 36.37039573, 98.70804889524608, 139, 78, 36, 'Male', 78.54605747542031, 1.791043899624772, 0.10778809137780607, 61, 24.485666465894784, 98.33333333333333, 'Low Risk'),
(165347, 94, 18, '07:46.2', 36.14526076518952, 97.28090162799762, 139, 74, 53, 'Female', 50.13626181468898, 1.7691509673525283, 0.128547022, 65, 16.018511639351907, 95.66666666666666, 'High Risk'),
(165348, 67, 19, '06:46.2', 36.05108892938571, 97.59810429317324, 118, 74, 76, 'Female', 78.33875951924473, 1.954475467273932, 0.1293082956182468, 44, 20.507666360279913, 88.66666666666667, 'Low Risk'),
(165349, 65, 19, '05:46.2', 36.923452586789914, 97.22343193968102, 125, 78, 68, 'Male', 70.02475554, 1.8352666046465151, 0.13885674404183312, 47, 20.78994197530453, 93.66666666666667, 'Low Risk'),
(165350, 98, 13, '04:46.2', 37.00673880882079, 99.07377263883106, 119, 78, 23, 'Female', 66.48268864240596, 1.9386406939375807, 0.1280424196858675, 41, 17.689433502952326, 91.66666666666667, 'High Risk'),
(165351, 83, 18, '03:46.2', 36.30603389, 98.15752585825403, 117, 88, 65, 'Female', 94.24608382497911, 1.9453210570531025, 0.13270247585912393, 29, 24.904666906005076, 97.66666666666667, 'Low Risk'),
(165352, 63, 16, '02:46.2', 36.70866471270122, 99.76871230205433, 125, 78, 80, 'Male', 51.47231773691619, 1.8445168004545047, 0.065792441, 47, 15.128939769787841, 93.66666666666667, 'High Risk'),
(165353, 97, 17, '01:46.2', 36.54830610665689, 95.89471752516272, 131, 79, 34, 'Female', 85.27406694619404, 1.8611233025827314, 0.06634744, 52, 24.61878879, 96.33333333333333, 'High Risk'),
(165354, 84, 17, '00:46.2', 36.26855734490048, 95.88138971, 136, 85, 25, 'Male', 79.13038374509355, 1.9544112820189272, 0.12015103786762506, 51, 20.71625985195009, 102, 'Low Risk'),
(165355, 77, 13, '59:46.2', 37.03877002805427, 97.21340820918282, 139, 80, 19, 'Male', 57.10327222429398, 1.9044036800406035, 0.058761493350725204, 59, 15.745011114756233, 99.66666666666666, 'High Risk'),
(165356, 78, 13, '58:46.2', 37.326644802229076, 99.69589067569093, 118, 72, 47, 'Male', 69.64631340405917, 1.9968939398772858, 0.11173694017133895, 46, 17.465786006671284, 87.33333333333333, 'High Risk'),
(165357, 68, 15, '57:46.2', 37.36539871037597, 98.53263250567124, 134, 70, 44, 'Male', 60.74606618259661, 1.6951850740145828, 0.096288309, 64, 21.13897472, 91.33333333333333, 'Low Risk'),
(165358, 67, 19, '56:46.2', 37.30199010543159, 99.36181602777562, 135, 75, 40, 'Male', 99.14080687, 1.5361462303372626, 0.087211917, 60, 42.01335175914183, 95, 'High Risk'),
(165359, 60, 16, '55:46.2', 36.49298597042611, 97.50903976927299, 124, 84, 87, 'Female', 94.86593919191166, 1.8587819567331114, 0.063959157, 40, 27.45702090953103, 97.33333333333333, 'Low Risk'),
(165360, 65, 17, '54:46.2', 36.56350492998915, 99.36368294850163, 114, 84, 60, 'Female', 64.04105829465679, 1.5116921556162168, 0.059713141, 30, 28.024106915474793, 94, 'Low Risk'),
(165361, 99, 12, '53:46.2', 36.52018561932309, 97.54266657, 122, 86, 81, 'Female', 78.08351993008534, 1.6924318337758406, 0.10267788726205283, 36, 27.26070050472987, 98, 'High Risk'),
(165362, 64, 15, '52:46.2', 36.580994267138024, 96.66551188, 120, 89, 65, 'Male', 75.74076770460526, 1.696141208165718, 0.076047018, 31, 26.327261772245077, 99.33333333333333, 'Low Risk'),
(165363, 97, 18, '51:46.2', 36.434977913418535, 97.56592365289741, 131, 89, 61, 'Female', 79.65240815, 1.899956257922966, 0.10098202426404324, 42, 22.065394963913374, 103, 'High Risk'),
(165364, 89, 16, '50:46.2', 37.33262955330232, 96.29312815848863, 134, 79, 60, 'Male', 84.09725518, 1.6839005569032404, 0.072767117, 55, 29.658483448663056, 97.33333333333333, 'Low Risk'),
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(165541, 86, 12, '53:46.2', 37.249956510449096, 99.30411109827745, 119, 86, 71, 'Male', 62.37666254888352, 1.747819578130645, 0.14011029428636895, 33, 20.418739790055138, 97, 'Low Risk'),
(165542, 67, 18, '52:46.2', 36.12031070904989, 99.44849227365872, 135, 71, 78, 'Female', 71.61253455494219, 1.5939843633741357, 0.1278793490037734, 64, 28.185187697020886, 92.33333333333333, 'Low Risk'),
(165543, 61, 15, '51:46.2', 36.35265271525431, 96.18014603432334, 119, 87, 42, 'Male', 76.60014624, 1.7576981510588205, 0.14833113997728825, 32, 24.793680873854523, 97.66666666666667, 'Low Risk'),
(165544, 66, 17, '50:46.2', 36.892023723799845, 99.87812687167636, 122, 82, 24, 'Male', 60.632701059695606, 1.9363957711054387, 0.13269281566578092, 40, 16.170321867349877, 95.33333333333333, 'High Risk'),
(165545, 73, 17, '49:46.2', 37.423718888919105, 99.92228858745341, 115, 87, 60, 'Male', 58.21491676601021, 1.5758312110764565, 0.082487762, 28, 23.443091629327274, 96.33333333333333, 'Low Risk'),
(165546, 89, 13, '48:46.2', 36.821654157529835, 98.72915094, 139, 87, 74, 'Male', 61.31219988496696, 1.8513561619500862, 0.095451476, 52, 17.88821257, 104.33333333333333, 'High Risk'),
(165547, 62, 12, '47:46.2', 36.86691936, 98.21394221083074, 113, 76, 27, 'Male', 53.31928150375237, 1.868894227156966, 0.12692811349701422, 37, 15.265633917908128, 88.33333333333333, 'High Risk'),
(165548, 82, 19, '46:46.2', 36.10275100640938, 97.24118608, 116, 72, 48, 'Male', 84.49144006882764, 1.6607034530587526, 0.078657834, 44, 30.63575127372597, 86.66666666666667, 'High Risk'),
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(165552, 77, 15, '42:46.2', 37.37170189608108, 95.73288561516947, 111, 75, 58, 'Male', 65.5504385, 1.8606688993733185, 0.13701736429443798, 36, 18.93378338, 87, 'Low Risk'),
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(165555, 74, 13, '39:46.2', 37.12625291140503, 99.11484899567566, 138, 76, 27, 'Male', 71.32592599024393, 1.9424177306240828, 0.073096338, 62, 18.904367492182192, 96.66666666666666, 'Low Risk'),
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(165563, 98, 15, '31:46.2', 37.28584985119051, 97.50836944505947, 114, 72, 49, 'Female', 59.31122892709496, 1.5556959412993325, 0.080448526, 42, 24.506849592201004, 86, 'High Risk'),
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(165565, 65, 13, '29:46.2', 36.831548125167394, 97.77434065693743, 139, 78, 31, 'Male', 55.29365223886298, 1.800924265549018, 0.075527282, 61, 17.048429469528035, 98.33333333333333, 'High Risk'),
(165566, 98, 12, '28:46.2', 36.66668712797938, 95.45937964628516, 117, 82, 42, 'Female', 69.80794739195848, 1.747171508092207, 0.10457774275335929, 35, 22.868295247477448, 93.66666666666667, 'High Risk'),
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(165571, 99, 12, '23:46.2', 36.559547520849065, 99.15126803071516, 120, 81, 64, 'Male', 95.80426332687885, 1.864922454447309, 0.1370098553912134, 39, 27.546300422906317, 94, 'High Risk'),
(165572, 79, 17, '22:46.2', 37.49174610336676, 95.64889731852321, 120, 78, 61, 'Male', 93.70080550891849, 1.7492163181319922, 0.056993619025724064, 42, 30.62360286342862, 92, 'High Risk'),
(165573, 91, 18, '21:46.2', 36.72870919085294, 97.75047136, 129, 73, 36, 'Female', 56.603616893969274, 1.8213809919739705, 0.052815987, 56, 17.06249680306306, 91.66666666666666, 'High Risk'),
(165574, 67, 19, '20:46.2', 37.41824154176554, 96.90640764275813, 127, 85, 28, 'Male', 66.13532245, 1.9698547479931108, 0.10706348820329359, 42, 17.043746580835947, 99, 'High Risk'),
(165575, 96, 15, '19:46.2', 37.28150104459421, 99.60409428944324, 133, 82, 45, 'Female', 64.92140702970343, 1.7673021304391623, 0.094798844, 51, 20.78577977664658, 99, 'High Risk'),
(165576, 77, 16, '18:46.2', 37.34159744688384, 98.94460598563981, 134, 80, 77, 'Male', 80.51748962376621, 1.775192526186921, 0.11881346082126773, 54, 25.55049418209919, 98, 'Low Risk'),
(165577, 80, 19, '17:46.2', 36.93543312426031, 95.89692533921954, 122, 79, 59, 'Male', 73.34412658933647, 1.501910600411741, 0.089761973, 43, 32.514507202679845, 93.33333333333333, 'High Risk'),
(165578, 89, 14, '16:46.2', 36.05619188797306, 97.39858468077786, 119, 72, 34, 'Female', 63.857771915747215, 1.5080233683087312, 0.1019043287885135, 47, 28.080033302855558, 87.66666666666667, 'Low Risk'),
(165579, 94, 16, '15:46.2', 36.782754352969285, 95.00599584985267, 126, 76, 69, 'Male', 95.35932065754844, 1.7215191092102646, 0.10409679478340515, 50, 32.17654822, 92.66666666666666, 'High Risk'),
(165580, 70, 16, '14:46.2', 36.59105216285541, 96.64526057, 136, 80, 55, 'Female', 54.25099347958894, 1.9921657870409137, 0.13640648982360765, 56, 13.669629414794922, 98.66666666666666, 'High Risk'),
(165581, 64, 14, '13:46.2', 36.63677409229648, 96.12782987459727, 128, 75, 45, 'Male', 64.57119840399776, 1.6383063976466232, 0.12086974228522585, 53, 24.05739463332359, 92.66666666666666, 'Low Risk'),
(165582, 87, 17, '12:46.2', 37.30113997067703, 99.83453902128748, 124, 80, 83, 'Male', 78.42985771, 1.5396802892363546, 0.13831046464758268, 44, 33.084176346431136, 94.66666666666667, 'High Risk'),
(165583, 95, 19, '11:46.2', 37.32631917241224, 96.63693664169341, 112, 77, 41, 'Male', 99.81879212144212, 1.5914783224813314, 0.074423889, 35, 39.41040113750231, 88.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(165586, 70, 15, '08:46.2', 36.45226810448665, 97.31708122256559, 129, 77, 60, 'Male', 62.15911962299272, 1.6704271164029374, 0.12317733540926175, 52, 22.276645412922946, 94.33333333333333, 'Low Risk'),
(165587, 78, 15, '07:46.2', 37.20473116076766, 98.45336742671293, 126, 89, 87, 'Female', 90.79478637220996, 1.7287434615255624, 0.098623523, 37, 30.380842278919538, 101.33333333333333, 'High Risk'),
(165588, 72, 17, '06:46.2', 36.16559183880499, 97.70708910800465, 139, 73, 65, 'Female', 67.73593472536714, 1.872612559671644, 0.13035220253563323, 66, 19.31626987561775, 95, 'Low Risk'),
(165589, 63, 16, '05:46.2', 36.471678124033986, 99.86699970261358, 137, 81, 39, 'Female', 60.00520319180799, 1.5733109566572847, 0.062287277, 56, 24.241516026586957, 99.66666666666666, 'Low Risk'),
(165590, 97, 19, '04:46.2', 36.568892987470214, 95.41112738881017, 117, 88, 68, 'Female', 67.92265760701125, 1.5601763940209707, 0.078374696, 29, 27.904051513106428, 97.66666666666667, 'High Risk'),
(165591, 89, 12, '03:46.2', 36.26943630305966, 99.27970058633385, 115, 82, 69, 'Female', 72.87214602, 1.543915778042942, 0.051997677158882816, 33, 30.571331073755463, 93, 'High Risk'),
(165592, 89, 12, '02:46.2', 36.25060784642302, 98.07443243, 121, 85, 51, 'Female', 97.36231227, 1.8655969248431226, 0.10378568540588817, 36, 27.974043445167755, 97, 'Low Risk'),
(165593, 94, 18, '01:46.2', 37.18841112990322, 95.05023531542132, 125, 83, 51, 'Female', 99.17232521227864, 1.5491438139735192, 0.14674031006863225, 42, 41.32444424371294, 97, 'High Risk'),
(165594, 88, 12, '00:46.2', 37.151123978967455, 98.34623540900249, 136, 88, 32, 'Male', 56.41237410787888, 1.9437388534007844, 0.12824335346641902, 48, 14.931331774725217, 104, 'High Risk'),
(165595, 94, 19, '59:46.2', 37.33040358400376, 97.25812109961025, 128, 71, 70, 'Male', 93.63408128547829, 1.7674338822515383, 0.13605123197662802, 57, 29.974200020097726, 90, 'High Risk'),
(165596, 71, 13, '58:46.2', 36.40283168911952, 99.04466157759865, 133, 84, 80, 'Male', 82.7789682, 1.5596450933490105, 0.088157977, 49, 34.03050879131056, 100.33333333333333, 'High Risk'),
(165597, 81, 12, '57:46.2', 37.419796717707335, 99.2594884, 116, 88, 78, 'Male', 59.735353748798644, 1.5177167912092793, 0.11291985742619236, 28, 25.932832920273896, 97.33333333333333, 'Low Risk'),
(165598, 85, 16, '56:46.2', 36.472488980816706, 95.83881984743249, 126, 74, 49, 'Male', 79.34323122108214, 1.689555979, 0.099133153, 52, 27.794874138894585, 91.33333333333333, 'Low Risk'),
(165599, 66, 13, '55:46.2', 37.47364809624611, 96.54819002951126, 116, 76, 80, 'Male', 85.84908734849495, 1.5478827155888486, 0.14795758401225054, 40, 35.83105380638869, 89.33333333333333, 'High Risk'),
(165600, 81, 14, '54:46.2', 36.48902492703498, 96.77134933, 134, 72, 49, 'Female', 73.0760576, 1.506731419460995, 0.058729892836755886, 62, 32.188698739001886, 92.66666666666666, 'High Risk'),
(165601, 75, 13, '53:46.2', 36.13037093678064, 96.8804261, 135, 82, 20, 'Female', 65.71345785838471, 1.8517274145598204, 0.10941584698464549, 53, 19.164619801832803, 99.66666666666666, 'Low Risk'),
(165602, 81, 16, '52:46.2', 37.160282884116164, 95.66377457835183, 131, 87, 54, 'Male', 77.61484551303118, 1.8984250776223683, 0.087875732, 44, 21.535644480996137, 101.66666666666667, 'Low Risk'),
(165603, 69, 12, '51:46.2', 36.72153899940728, 97.54173684, 133, 89, 72, 'Female', 84.37743491839814, 1.9102705289586117, 0.091872064, 44, 23.122594736963595, 103.66666666666667, 'Low Risk'),
(165604, 60, 19, '50:46.2', 37.27094059154643, 99.05330665300752, 130, 79, 28, 'Male', 58.186545270711825, 1.9081592455213332, 0.11041787357356403, 51, 15.980609547056346, 96, 'High Risk'),
(165605, 83, 19, '49:46.2', 36.79705357254964, 99.72793424472025, 133, 89, 31, 'Male', 57.47546199647638, 1.7919074633191647, 0.14486121731632223, 44, 17.89992924310789, 103.66666666666667, 'High Risk'),
(165606, 97, 16, '48:46.2', 36.47824131141759, 96.28036385927498, 127, 83, 64, 'Female', 50.27268501686974, 1.7843848309938406, 0.054010611, 44, 15.789014943979396, 97.66666666666667, 'High Risk'),
(165607, 84, 12, '47:46.2', 36.33741042104571, 98.23519867506816, 126, 77, 34, 'Male', 72.40760027261356, 1.6744470138573366, 0.088820708, 49, 25.82505979635427, 93.33333333333333, 'Low Risk'),
(165608, 82, 19, '46:46.2', 36.40906598, 95.52521309489254, 125, 86, 32, 'Male', 61.36596432145333, 1.7125821439790618, 0.09816995, 39, 20.923037818482555, 99, 'Low Risk'),
(165609, 78, 15, '45:46.2', 36.23109226541627, 95.36881163843651, 115, 72, 33, 'Male', 69.93652267, 1.8126278625378909, 0.088750461, 43, 21.28564094789399, 86.33333333333333, 'Low Risk'),
(165610, 68, 19, '44:46.2', 36.61496501223719, 99.53638619686461, 119, 76, 61, 'Male', 57.12979447611768, 1.6564173421408495, 0.05076709, 43, 20.82203269836024, 90.33333333333333, 'Low Risk'),
(165611, 78, 17, '43:46.2', 37.09712417719654, 97.09267789348368, 133, 73, 23, 'Male', 89.99421998370953, 1.5258281617482328, 0.09689383, 60, 38.654794124380935, 93, 'High Risk'),
(165612, 89, 12, '42:46.2', 36.732563658125585, 99.07525072302532, 114, 80, 31, 'Female', 97.7997524, 1.667039886, 0.059517896, 34, 35.19214781434499, 91.33333333333333, 'High Risk'),
(165613, 60, 19, '41:46.2', 36.56245656, 98.30055232765504, 138, 82, 69, 'Female', 54.44086378959615, 1.914202657869672, 0.12348183313564194, 56, 14.857617637049229, 100.66666666666666, 'High Risk'),
(165614, 94, 16, '40:46.2', 37.18008259145113, 95.49172274354765, 119, 80, 53, 'Male', 81.37194321528071, 1.797238578149588, 0.079599184, 39, 25.192033366572527, 93, 'High Risk'),
(165615, 61, 19, '39:46.2', 36.89291061111918, 96.36711526264656, 128, 79, 47, 'Female', 62.76842469288542, 1.511984428096571, 0.13975120267615365, 49, 27.456589611829386, 95.33333333333333, 'Low Risk'),
(165616, 82, 15, '38:46.2', 37.310828394817925, 99.11352546870722, 128, 84, 25, 'Female', 92.96531761, 1.9683795345925197, 0.11378044670822944, 44, 23.9940343, 98.66666666666667, 'Low Risk'),
(165617, 86, 13, '37:46.2', 37.21811916642753, 97.24712371, 113, 79, 82, 'Male', 81.23152850502632, 1.5324168543217567, 0.098264833, 34, 34.59161075830844, 90.33333333333333, 'High Risk'),
(165618, 69, 19, '36:46.2', 36.387979056093954, 97.01388391, 139, 75, 50, 'Male', 70.45534108913728, 1.9743694082357068, 0.1288523331279592, 64, 18.07411724800436, 96.33333333333333, 'High Risk'),
(165619, 95, 15, '35:46.2', 37.32525658645501, 97.45028149573865, 117, 74, 66, 'Female', 88.83581939393467, 1.6593027917268888, 0.052553698, 43, 32.26538300445587, 88.33333333333333, 'High Risk'),
(165620, 64, 14, '34:46.2', 37.00459294096196, 97.62384226525093, 135, 85, 88, 'Female', 92.51107252696877, 1.8104496926007594, 0.071935004, 50, 28.224144896297833, 101.66666666666666, 'Low Risk'),
(165621, 72, 16, '33:46.2', 36.59195186014782, 99.96934925703395, 138, 83, 40, 'Female', 90.57089327179983, 1.8436800093981134, 0.065658391, 55, 26.64511245826685, 101.33333333333333, 'Low Risk'),
(165622, 74, 16, '32:46.2', 37.31980319710859, 99.93799671141582, 125, 72, 22, 'Male', 66.71610834029924, 1.833824974847746, 0.073718641, 53, 19.838778981258347, 89.66666666666666, 'Low Risk'),
(165623, 67, 12, '31:46.2', 37.077296780808396, 97.05734523, 118, 83, 58, 'Male', 97.42120831474418, 1.953614670904514, 0.066819292, 35, 25.52558451269564, 94.66666666666667, 'Low Risk'),
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(165799, 93, 19, '35:46.2', 36.70196626957992, 98.19360731301228, 118, 82, 59, 'Female', 77.20637354677427, 1.922196371397559, 0.069139666, 36, 20.895734791376462, 94, 'High Risk'),
(165800, 68, 15, '34:46.2', 36.573400089394404, 98.51139005666559, 128, 73, 73, 'Male', 83.27398652, 1.6078440099390006, 0.12821189327833404, 55, 32.212284923730245, 91.33333333333333, 'High Risk'),
(165801, 68, 18, '33:46.2', 37.28297497596447, 99.28506294926885, 138, 79, 39, 'Female', 69.19257678853444, 1.6603720565604392, 0.10982671776970364, 59, 25.09855236068729, 98.66666666666666, 'Low Risk'),
(165802, 91, 19, '32:46.2', 37.42264570703985, 99.36503229, 114, 76, 68, 'Female', 51.82102179509572, 1.9603803825968993, 0.080389932, 38, 13.484202819710054, 88.66666666666667, 'High Risk'),
(165803, 87, 14, '31:46.2', 36.76656825077197, 95.44531263940613, 136, 82, 33, 'Male', 94.31595549674304, 1.7411875357151547, 0.13285172423610742, 54, 31.10957439621525, 100, 'High Risk'),
(165804, 69, 16, '30:46.2', 37.21053622613805, 95.56613443763824, 130, 80, 29, 'Female', 66.50692789238568, 1.7035126190688552, 0.062659577, 50, 22.917971614249108, 96.66666666666666, 'Low Risk'),
(165805, 63, 15, '29:46.2', 36.890859023795066, 96.00533409483099, 132, 80, 68, 'Female', 58.33720135973455, 1.6507683624047615, 0.1460945965475475, 52, 21.40786300478103, 97.33333333333333, 'Low Risk'),
(165806, 67, 13, '28:46.2', 37.34083629011367, 99.30672848, 121, 77, 33, 'Male', 93.48632000632804, 1.793690541192196, 0.14228514189397795, 44, 29.05715089203747, 91.66666666666667, 'Low Risk'),
(165807, 88, 13, '27:46.2', 36.994424185773056, 98.75034000981528, 133, 79, 28, 'Female', 95.65319315756784, 1.8821538820657704, 0.1193482101010432, 54, 27.001582437971962, 97, 'Low Risk'),
(165808, 91, 17, '26:46.2', 37.39236475750622, 96.33570197522405, 125, 83, 78, 'Male', 51.740118108910224, 1.5797122091083313, 0.10455020802491997, 42, 20.73344487, 97, 'High Risk'),
(165809, 95, 15, '25:46.2', 36.70206987619171, 96.65894333793543, 123, 72, 81, 'Female', 94.30932346644856, 1.8297383526534639, 0.050788098, 51, 28.16933838617626, 89, 'High Risk'),
(165810, 65, 14, '24:46.2', 36.096470989047454, 96.21904383785439, 124, 86, 64, 'Male', 87.29341406748375, 1.8622825855986838, 0.067792554, 38, 25.170411453096545, 98.66666666666667, 'Low Risk'),
(165811, 64, 16, '23:46.2', 36.14827157187596, 99.58558042199223, 133, 85, 21, 'Female', 86.17698767857543, 1.6847342944154122, 0.1103252906566402, 48, 30.361867198127047, 101, 'High Risk'),
(165812, 94, 14, '22:46.2', 36.60489583499962, 96.9700087, 139, 85, 22, 'Female', 72.73519637842834, 1.9134670642444664, 0.109188625, 54, 19.865643299130742, 103, 'High Risk'),
(165813, 60, 17, '21:46.2', 36.35201847376978, 99.71990198721326, 123, 73, 82, 'Male', 72.97623663082538, 1.795662541, 0.11776363271579011, 50, 22.632473311463798, 89.66666666666666, 'Low Risk'),
(165814, 62, 13, '20:46.2', 36.29271176591439, 99.40627937, 124, 74, 66, 'Female', 83.34540471472683, 1.61334668, 0.10122979162115875, 50, 32.02036370449584, 90.66666666666666, 'High Risk'),
(165815, 87, 12, '19:46.2', 37.170008720056586, 98.69176284139806, 113, 72, 82, 'Female', 60.43178113932536, 1.5342828033818734, 0.10790617835130756, 41, 25.671695916465037, 85.66666666666667, 'Low Risk'),
(165816, 66, 13, '18:46.2', 37.232259803840535, 95.57902255339303, 119, 81, 57, 'Male', 73.95304096, 1.8782896326248875, 0.078622365, 38, 20.96191299948778, 93.66666666666667, 'Low Risk'),
(165817, 67, 14, '17:46.2', 37.03157637367871, 95.83300398925309, 121, 74, 84, 'Male', 95.80882446946123, 1.8073991242334477, 0.14441903480413018, 47, 29.329008173660476, 89.66666666666667, 'Low Risk'),
(165818, 79, 14, '16:46.2', 37.00467121852153, 97.16096525384296, 113, 88, 82, 'Male', 89.42580331249496, 1.526036401463272, 0.13470813894760864, 25, 38.40016262826338, 96.33333333333333, 'High Risk'),
(165819, 86, 19, '15:46.2', 36.819529166217045, 96.72567800304859, 124, 84, 84, 'Male', 81.60056455, 1.8075584964661038, 0.11574291965157392, 40, 24.975169342089952, 97.33333333333333, 'Low Risk'),
(165820, 64, 16, '14:46.2', 36.72980310688884, 95.21339076291237, 113, 80, 41, 'Male', 76.35065691064204, 1.876894626863977, 0.066236644, 33, 21.673696918446787, 91, 'Low Risk'),
(165821, 67, 18, '13:46.2', 36.74130325852668, 99.11533333992237, 112, 79, 19, 'Male', 72.02490936121072, 1.8233994418197288, 0.14037132770895533, 33, 21.66302422577804, 90, 'Low Risk'),
(165822, 91, 14, '12:46.2', 37.372572066373074, 96.95668922, 126, 86, 57, 'Female', 65.03523524110958, 1.643144966305027, 0.12082617397854814, 40, 24.087789875895993, 99.33333333333333, 'High Risk'),
(165823, 84, 13, '11:46.2', 37.38229456128344, 97.89533038244461, 126, 80, 81, 'Female', 89.78957931393376, 1.8877133905956551, 0.054471461, 46, 25.197289382811793, 95.33333333333333, 'Low Risk'),
(165824, 97, 16, '10:46.2', 36.20939987172861, 98.31863851570074, 134, 74, 18, 'Female', 92.22454272200217, 1.6675202524292645, 0.06853873, 60, 33.16685377527708, 94, 'High Risk'),
(165825, 80, 13, '09:46.2', 36.01188786260727, 98.2914724, 124, 70, 55, 'Male', 52.78004801, 1.6765088831048824, 0.065758174, 54, 18.778377401612236, 88, 'Low Risk'),
(165826, 85, 19, '08:46.2', 36.53626761154874, 98.86167696645205, 113, 78, 64, 'Male', 99.08888983862775, 1.668623462383013, 0.054674446, 35, 35.58838424740333, 89.66666666666667, 'High Risk'),
(165827, 85, 16, '07:46.2', 36.774441807509504, 97.38197105248764, 120, 86, 52, 'Male', 61.14841796939383, 1.9729067425581213, 0.050335496362532206, 34, 15.709852641210912, 97.33333333333333, 'High Risk'),
(165828, 71, 15, '06:46.2', 36.27164016867998, 99.11805351044146, 110, 83, 58, 'Female', 62.14138057, 1.7618521764843347, 0.1135782601267763, 27, 20.018980797751134, 92, 'Low Risk'),
(165829, 99, 15, '05:46.2', 37.10416184707878, 98.06663022, 126, 83, 58, 'Female', 68.46212789972259, 1.831197863670302, 0.14902584417921058, 43, 20.416432043510795, 97.33333333333333, 'High Risk'),
(165830, 90, 15, '04:46.2', 36.181559505593974, 99.32862176, 112, 76, 83, 'Female', 78.78329416170408, 1.6865291491417982, 0.10222641241864627, 36, 27.69787382447162, 88, 'Low Risk'),
(165831, 95, 16, '03:46.2', 37.365664533755314, 98.82794131158873, 124, 88, 37, 'Female', 67.71938746650584, 1.7349920384379542, 0.1317021354155389, 36, 22.496660207050763, 100, 'High Risk'),
(165832, 91, 18, '02:46.2', 37.00731846304883, 98.84427251320477, 112, 83, 56, 'Male', 58.95379963326795, 1.889378174771462, 0.056989793, 29, 16.514826386846032, 92.66666666666667, 'High Risk'),
(165833, 71, 19, '01:46.2', 36.174833671527274, 95.13168456881435, 128, 85, 82, 'Female', 63.35044858783417, 1.9855641542408244, 0.10694912874577736, 43, 16.068740855634182, 99.33333333333333, 'High Risk'),
(165834, 82, 19, '00:46.2', 36.664369430112366, 97.80092223208563, 128, 82, 83, 'Female', 57.57418352464763, 1.955264736057792, 0.12234083330508287, 46, 15.059711511812635, 97.33333333333333, 'High Risk'),
(165835, 73, 18, '59:46.2', 36.640000061031245, 95.74220799618773, 112, 73, 26, 'Female', 87.20942343795417, 1.8302007436670429, 0.14954803106141906, 39, 26.03550226555883, 86, 'Low Risk'),
(165836, 91, 17, '58:46.2', 36.886894924714554, 97.15808812055772, 136, 84, 56, 'Female', 52.00227875378493, 1.7567103041648489, 0.10388321879548068, 52, 16.850860276749238, 101.33333333333333, 'High Risk'),
(165837, 88, 15, '57:46.2', 37.246700874222945, 99.91048603, 116, 75, 48, 'Male', 87.47903151399353, 1.644572389550224, 0.13635891367680347, 41, 32.344316414486876, 88.66666666666667, 'High Risk'),
(165838, 71, 16, '56:46.2', 36.15488698993764, 96.54991727165343, 138, 77, 80, 'Male', 54.80387692488662, 1.5139790903425638, 0.069219672, 61, 23.909556920396444, 97.33333333333333, 'Low Risk'),
(165839, 61, 18, '55:46.2', 37.061948354683985, 95.02704424699171, 135, 88, 80, 'Female', 92.42122637636379, 1.8809939161231866, 0.13398262401127825, 47, 26.121429813619585, 103.66666666666667, 'Low Risk'),
(165840, 86, 13, '54:46.2', 37.18326047202527, 97.59637766749199, 122, 79, 39, 'Female', 68.10164880665431, 1.658160846370354, 0.057020569, 43, 24.768762826985732, 93.33333333333333, 'Low Risk'),
(165841, 78, 19, '53:46.2', 37.19285276067093, 95.59305712927105, 113, 82, 18, 'Female', 60.57837168219862, 1.7940015429733862, 0.1427982193725661, 31, 18.82226879096729, 92.33333333333333, 'Low Risk'),
(165842, 79, 16, '52:46.2', 36.46762844572102, 98.49702379320237, 116, 85, 53, 'Female', 70.70958655914689, 1.5965341278701173, 0.11275997214379803, 31, 27.740985466318808, 95.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(165844, 87, 18, '50:46.2', 37.05423433658569, 96.04171969266456, 112, 78, 52, 'Female', 89.22347241496482, 1.9467135873147803, 0.10072122920881299, 34, 23.543715491212282, 89.33333333333333, 'Low Risk'),
(165845, 78, 18, '49:46.2', 36.46870323167413, 96.42320776589715, 120, 72, 28, 'Female', 60.318416172539884, 1.518219999782674, 0.057962182, 48, 26.168601460107578, 88, 'Low Risk'),
(165846, 64, 16, '48:46.2', 37.04775624010191, 99.05055307798509, 131, 78, 59, 'Female', 61.37965456367826, 1.633775847, 0.078298689, 53, 22.99532209256618, 95.66666666666666, 'Low Risk'),
(165847, 90, 12, '47:46.2', 36.946618875685594, 99.56087132, 134, 87, 39, 'Male', 99.90146481353256, 1.928299823813613, 0.11073811087937427, 47, 26.867220092152902, 102.66666666666667, 'Low Risk'),
(165848, 91, 17, '46:46.2', 36.44359856372402, 96.23084600240941, 125, 86, 41, 'Female', 83.26579663488789, 1.9444760904142773, 0.13354655755783376, 39, 22.022236726211222, 99, 'High Risk'),
(165849, 84, 18, '45:46.2', 36.09164000009751, 95.88462756226245, 131, 81, 38, 'Male', 61.32765699993675, 1.6061754481924337, 0.10628194086028905, 50, 23.772256459052922, 97.66666666666666, 'Low Risk'),
(165850, 77, 14, '44:46.2', 36.538959173683146, 97.79485889, 118, 87, 86, 'Female', 96.08489325930327, 1.5970820953708276, 0.058527999379586464, 31, 37.670434562568055, 97.33333333333333, 'High Risk'),
(165851, 88, 13, '43:46.2', 36.81479591380973, 95.62623632358779, 126, 77, 44, 'Male', 63.36347323780304, 1.9468096871874232, 0.10904586606062325, 49, 16.718294747706814, 93.33333333333333, 'High Risk'),
(165852, 84, 18, '42:46.2', 36.40846403257595, 95.30743097827738, 131, 81, 86, 'Female', 56.443443508083526, 1.867148121487882, 0.099003646, 50, 16.190339559444233, 97.66666666666666, 'High Risk'),
(165853, 85, 15, '41:46.2', 36.59044304463629, 99.72802400338226, 115, 72, 52, 'Female', 53.09124566163914, 1.9171789826268575, 0.11352945274485546, 43, 14.44433647251252, 86.33333333333333, 'High Risk'),
(165854, 62, 17, '40:46.2', 37.427227374589684, 97.20048933, 132, 86, 52, 'Male', 96.64642338640215, 1.687258765208991, 0.080688004, 46, 33.948641549933846, 101.33333333333333, 'High Risk'),
(165855, 99, 17, '39:46.2', 37.34278661827665, 95.17761568600177, 123, 89, 52, 'Female', 92.84883052957845, 1.8382754962062096, 0.11050557435219524, 34, 27.47610969692868, 100.33333333333333, 'High Risk'),
(165856, 74, 16, '38:46.2', 36.81177425345784, 96.55177960509667, 115, 78, 69, 'Male', 77.11373164928926, 1.5466974354394016, 0.07196713, 37, 32.234503771930186, 90.33333333333333, 'High Risk'),
(165857, 67, 15, '37:46.2', 36.77222703764942, 95.17939314, 130, 74, 40, 'Female', 68.40890574977229, 1.8085960727639554, 0.14722680296773516, 56, 20.91363271572803, 92.66666666666666, 'Low Risk'),
(165858, 85, 17, '36:46.2', 37.032045722419674, 97.24948298179967, 119, 74, 87, 'Male', 75.24601164481427, 1.6255334634400487, 0.096876065, 45, 28.47683092418624, 89, 'Low Risk'),
(165859, 84, 14, '35:46.2', 36.88002570720724, 99.89618998, 116, 89, 57, 'Male', 87.13529450959632, 1.5358564071276888, 0.072878983, 27, 36.93965847, 98, 'High Risk'),
(165860, 89, 14, '34:46.2', 36.00090005, 99.66364312567462, 125, 77, 19, 'Male', 82.28714657122427, 1.6040932280661278, 0.1095400651274877, 48, 31.979582674875584, 93, 'High Risk'),
(165861, 85, 17, '33:46.2', 37.33803714702817, 98.26668855512857, 120, 86, 62, 'Female', 87.04265144344876, 1.6741751789920234, 0.1345069293253612, 34, 31.054912794780968, 97.33333333333333, 'High Risk'),
(165862, 82, 17, '32:46.2', 36.22882876679324, 96.02953065925198, 134, 77, 76, 'Female', 98.44448418412661, 1.995894014660059, 0.10915525124591917, 57, 24.71248599357014, 96, 'Low Risk'),
(165863, 60, 16, '31:46.2', 36.506049277844525, 98.23961061886092, 131, 74, 67, 'Male', 78.79692221049035, 1.7472724531677586, 0.12383401164383005, 57, 25.809999390684435, 93, 'Low Risk'),
(165864, 76, 18, '30:46.2', 37.04407027850494, 98.89258803486796, 114, 80, 26, 'Female', 60.69789617830121, 1.8667197373245519, 0.095910625, 34, 17.418686371578257, 91.33333333333333, 'High Risk'),
(165865, 71, 12, '29:46.2', 36.76027815253579, 96.65395158048835, 112, 87, 55, 'Male', 65.15329726544361, 1.9949610535513445, 0.11704469719542289, 25, 16.370711538019687, 95.33333333333333, 'High Risk'),
(165866, 96, 19, '28:46.2', 36.75283553776501, 96.48406810736859, 123, 86, 70, 'Female', 59.10811968089529, 1.569677720269314, 0.1252192334130029, 37, 23.989773962999287, 98.33333333333333, 'High Risk'),
(165867, 98, 15, '27:46.2', 36.42369570828714, 99.43188363050723, 110, 73, 23, 'Male', 89.42706497115252, 1.9447053049389773, 0.14783745499471407, 37, 23.646201139640763, 85.33333333333333, 'High Risk'),
(165868, 99, 13, '26:46.2', 36.68075037788072, 96.99068959249219, 121, 77, 21, 'Female', 54.69895166488979, 1.6469674438142117, 0.076210096, 44, 20.165499042864614, 91.66666666666667, 'High Risk'),
(165869, 86, 19, '25:46.2', 36.77809133599185, 97.71135779687773, 134, 87, 78, 'Female', 84.31918569, 1.6348641758320257, 0.059219026084170595, 47, 31.54736197411553, 102.66666666666667, 'High Risk'),
(165870, 68, 19, '24:46.2', 37.18571570818749, 96.07717068010537, 126, 88, 19, 'Male', 95.11082744970923, 1.84584622, 0.10912886713054923, 38, 27.915083222175056, 100.66666666666667, 'Low Risk'),
(165871, 97, 16, '23:46.2', 36.31471435483672, 96.35535815486494, 122, 79, 39, 'Female', 71.86666658440907, 1.7498174684680832, 0.13529535060727116, 43, 23.471562727654934, 93.33333333333333, 'High Risk'),
(165872, 78, 12, '22:46.2', 36.116237715109534, 97.69338943898687, 118, 89, 51, 'Male', 78.39375670656096, 1.6565077599148115, 0.1122717345763804, 29, 28.56896634339117, 98.66666666666667, 'Low Risk'),
(165873, 90, 12, '21:46.2', 36.21731915063992, 99.67679482577304, 128, 71, 77, 'Female', 77.05904675324402, 1.5293324657928076, 0.12404494481228691, 57, 32.94729891323231, 90, 'High Risk'),
(165874, 84, 17, '20:46.2', 36.961225023602964, 98.97363743, 122, 89, 43, 'Female', 59.75570026167439, 1.8962162860841958, 0.13707622175108058, 33, 16.618950549464472, 100, 'High Risk'),
(165875, 79, 14, '19:46.2', 36.54868092829008, 99.58441239912588, 139, 77, 44, 'Male', 75.97528023583973, 1.5055905559297567, 0.147350657, 62, 33.516491219841804, 97.66666666666666, 'High Risk'),
(165876, 71, 12, '18:46.2', 36.37822355931057, 95.60901857395442, 127, 80, 35, 'Male', 78.57033652236385, 1.7762655596790662, 0.10856079603958091, 47, 24.902492772165036, 95.66666666666667, 'Low Risk'),
(165877, 81, 12, '17:46.2', 37.48033341465713, 99.26967603069707, 110, 71, 72, 'Female', 99.84125792268665, 1.6691209178894841, 0.059789217850248766, 39, 35.83723086131631, 84, 'High Risk'),
(165878, 65, 19, '16:46.2', 37.238275247311485, 98.53962619290353, 119, 72, 35, 'Male', 67.54302527999474, 1.6512627364532728, 0.11201422688672166, 47, 24.77126287576292, 87.66666666666667, 'Low Risk'),
(165879, 91, 14, '15:46.2', 37.24786386829947, 99.86125386073138, 114, 81, 49, 'Female', 86.78389039751488, 1.7602466092019888, 0.096718742, 33, 28.00864391390643, 92, 'High Risk'),
(165880, 67, 19, '14:46.2', 36.79191899046245, 95.85576544006662, 134, 79, 88, 'Male', 73.87587170844067, 1.944124600743505, 0.14045832209304548, 55, 19.545843935234554, 97.33333333333333, 'Low Risk'),
(165881, 85, 19, '13:46.2', 36.94415511208669, 95.39521153, 111, 87, 81, 'Female', 82.11099902, 1.8534016416192838, 0.1465503988137153, 24, 23.90354147169249, 95, 'Low Risk'),
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(166057, 69, 16, '17:46.2', 36.26167207319492, 95.37079582687518, 114, 73, 63, 'Male', 52.228835614363796, 1.5818422172047928, 0.088406813, 41, 20.87295898099228, 86.66666666666667, 'Low Risk'),
(166058, 62, 15, '16:46.2', 36.360197381089705, 95.24986920943027, 136, 89, 36, 'Female', 84.61573762231697, 1.8137543180517208, 0.13176803882507346, 47, 25.72137765043115, 104.66666666666667, 'Low Risk'),
(166059, 96, 12, '15:46.2', 36.67301889888289, 99.30748484676779, 118, 77, 34, 'Male', 67.79432747104588, 1.5125319018302792, 0.079967767, 41, 29.633590146881815, 90.66666666666667, 'High Risk'),
(166060, 78, 18, '14:46.2', 36.20995335092016, 95.48077016023242, 138, 88, 74, 'Female', 98.49744810794867, 1.8333603950462545, 0.050854925, 50, 29.30416076338699, 104.66666666666666, 'Low Risk'),
(166061, 90, 15, '13:46.2', 36.850116439526765, 99.58614175, 137, 86, 65, 'Male', 54.03667407136319, 1.9084308280704856, 0.11464655429645647, 51, 14.836646998182692, 103, 'High Risk'),
(166062, 89, 13, '12:46.2', 36.10318225, 96.02517159493725, 125, 88, 59, 'Female', 93.21501538868775, 1.9043087062565824, 0.10153661660866017, 37, 25.704618920979186, 100.33333333333333, 'Low Risk'),
(166063, 82, 13, '11:46.2', 37.44842002006689, 97.28417492, 128, 74, 87, 'Male', 90.69663414282749, 1.9484492278563093, 0.11184429109574673, 54, 23.889825806231926, 92, 'Low Risk'),
(166064, 88, 16, '10:46.2', 36.72474098706268, 99.92748426588516, 121, 87, 50, 'Female', 92.78319199755958, 1.5623274233430013, 0.093474199, 34, 38.012391844418985, 98.33333333333333, 'High Risk'),
(166065, 83, 15, '09:46.2', 36.48991048804549, 96.31915478176616, 121, 83, 53, 'Male', 99.10199669, 1.9420958310573468, 0.12178138483172832, 38, 26.27490126324862, 95.66666666666667, 'Low Risk'),
(166066, 93, 15, '08:46.2', 37.334158873110965, 96.11875229302234, 114, 84, 52, 'Male', 82.84515087768256, 1.8606699289198354, 0.1289514957841783, 30, 23.92921300005096, 94, 'High Risk'),
(166067, 92, 15, '07:46.2', 36.733572408901495, 99.28159362413908, 127, 77, 20, 'Female', 97.29282000737831, 1.6311808586682444, 0.14282514236158506, 50, 36.56592452, 93.66666666666666, 'High Risk'),
(166068, 81, 19, '06:46.2', 36.02469448981803, 95.78178606983475, 119, 74, 19, 'Male', 79.86550281098594, 1.5867431582982972, 0.068748918, 45, 31.720933640154225, 89, 'High Risk'),
(166069, 82, 19, '05:46.2', 36.912365832890444, 95.13085610539162, 116, 79, 42, 'Male', 67.03688915608504, 1.5370449063599245, 0.13959326262653599, 37, 28.375318211896374, 91.33333333333333, 'Low Risk'),
(166070, 98, 19, '04:46.2', 36.75270290892994, 98.77002497, 123, 83, 83, 'Male', 99.19044669057661, 1.8833203409729793, 0.08519553, 40, 27.965426808479926, 96.33333333333333, 'High Risk'),
(166071, 67, 14, '03:46.2', 36.14641211092505, 99.52734451126497, 114, 81, 24, 'Female', 66.47078280561257, 1.8292791028500297, 0.12337995227142494, 33, 19.864189381477715, 92, 'Low Risk'),
(166072, 85, 14, '02:46.2', 36.15837061, 96.04646109, 131, 83, 39, 'Male', 69.65318352, 1.7056050935374722, 0.1085808006682252, 48, 23.943299728626275, 99, 'Low Risk'),
(166073, 99, 15, '01:46.2', 36.05685626333117, 95.22642089899347, 120, 70, 50, 'Male', 64.78739539, 1.8214503723969815, 0.13695012818684948, 50, 19.527913148348357, 86.66666666666666, 'High Risk'),
(166074, 96, 13, '00:46.2', 36.421951634134196, 98.66728613927697, 112, 85, 26, 'Male', 96.63719057635431, 1.511469069118887, 0.10139379467333323, 27, 42.30052596278097, 94, 'High Risk'),
(166075, 62, 13, '59:46.2', 37.24255155937435, 99.27797206, 116, 79, 43, 'Male', 68.06854749702282, 1.6807529440347455, 0.12668876607441054, 37, 24.09565420735159, 91.33333333333333, 'Low Risk'),
(166076, 68, 12, '58:46.2', 37.40502179, 98.68471231161331, 131, 72, 86, 'Female', 62.014746661664844, 1.618973244892736, 0.1202363133481415, 59, 23.66004850010848, 91.66666666666666, 'Low Risk'),
(166077, 75, 17, '57:46.2', 36.05446223156055, 99.05065770945579, 127, 86, 34, 'Female', 96.64723004928729, 1.8249403488249425, 0.082162464, 41, 29.01964294980792, 99.66666666666667, 'Low Risk'),
(166078, 96, 19, '56:46.2', 36.42105467061804, 98.90960719377622, 120, 75, 74, 'Male', 55.749666280019916, 1.921424644673777, 0.11242210149948986, 45, 15.100647106854533, 90, 'High Risk'),
(166079, 89, 16, '55:46.2', 36.35887697958375, 96.51987654, 137, 77, 78, 'Female', 57.56603213, 1.8974300772779618, 0.066679361, 60, 15.989494524795196, 97, 'High Risk'),
(166080, 68, 12, '54:46.2', 36.18301880337003, 97.89914312434084, 127, 86, 77, 'Female', 83.17986899, 1.546500016183781, 0.058602739, 41, 34.77910279647375, 99.66666666666667, 'High Risk'),
(166081, 80, 18, '53:46.2', 36.91988971249779, 99.20941176095353, 111, 73, 30, 'Female', 57.05111408127648, 1.6646772308027382, 0.14810472921150158, 38, 20.587520798257657, 85.66666666666667, 'Low Risk'),
(166082, 89, 19, '52:46.2', 36.90712781989754, 97.91396864176865, 110, 89, 85, 'Male', 91.47494284266502, 1.8102262285320279, 0.1257418793834848, 21, 27.91492340381509, 96, 'Low Risk'),
(166083, 64, 12, '51:46.2', 37.48752327798228, 96.72282734, 115, 70, 30, 'Male', 84.03750089143664, 1.6972610055603594, 0.11155306742478766, 45, 29.17264868241848, 85, 'Low Risk'),
(166084, 85, 19, '50:46.2', 36.132414946717056, 97.07094326, 125, 79, 43, 'Female', 52.85709518642411, 1.525079552822506, 0.134730201, 46, 22.725753702405328, 94.33333333333333, 'Low Risk'),
(166085, 93, 16, '49:46.2', 37.38869836, 99.08012505219631, 117, 81, 26, 'Female', 82.35110234367491, 1.6077620495166363, 0.12387740267323462, 36, 31.85854010728687, 93, 'High Risk'),
(166086, 78, 14, '48:46.2', 37.45058858463314, 96.60257073, 115, 87, 75, 'Male', 98.70888834369802, 1.6881915370300073, 0.058297786492428894, 28, 34.63481110014889, 96.33333333333333, 'High Risk'),
(166087, 68, 14, '47:46.2', 36.62795805858017, 99.38420777919943, 126, 83, 63, 'Female', 50.378870692837964, 1.9208778226309737, 0.063073368, 43, 13.653655571380789, 97.33333333333333, 'High Risk'),
(166088, 65, 16, '46:46.2', 37.20906061577128, 99.26750374, 117, 87, 35, 'Female', 89.26857405288098, 1.9458889026612445, 0.073021199, 30, 23.575587002674872, 97, 'Low Risk'),
(166089, 78, 18, '45:46.2', 36.939917160134016, 99.57479197144887, 129, 82, 56, 'Female', 61.009133919342986, 1.8272855454790804, 0.14426551918205882, 47, 18.271829002494613, 97.66666666666667, 'High Risk'),
(166090, 72, 12, '44:46.2', 37.38324334573748, 96.20229736398402, 130, 84, 62, 'Female', 85.02730950915736, 1.6886511557869364, 0.099848634, 46, 29.818002983319097, 99.33333333333333, 'Low Risk'),
(166091, 60, 12, '43:46.2', 37.01330034026298, 96.61413247820533, 133, 73, 89, 'Female', 56.82213583164463, 1.7828244427396274, 0.14582114029952903, 60, 17.877236873773608, 93, 'High Risk'),
(166092, 64, 12, '42:46.2', 36.48433511, 97.07699967, 112, 70, 73, 'Male', 51.33031723714993, 1.9415184357427044, 0.1406179746063847, 42, 13.617297034007562, 84, 'High Risk'),
(166093, 94, 13, '41:46.2', 36.732855324892746, 96.86618542, 126, 86, 57, 'Male', 58.10934170854653, 1.930571863579375, 0.076985814, 40, 15.591001405674106, 99.33333333333333, 'High Risk'),
(166094, 80, 14, '40:46.2', 36.349042982480356, 96.46719948510265, 123, 85, 38, 'Male', 59.6124368, 1.6002798131309934, 0.095180786, 38, 23.277965563280315, 97.66666666666667, 'Low Risk'),
(166095, 80, 15, '39:46.2', 36.02402487785748, 98.06710081642892, 126, 78, 82, 'Female', 85.37848296119614, 1.9848493375777467, 0.082283369, 48, 21.671717978024176, 94, 'Low Risk'),
(166096, 78, 12, '38:46.2', 37.44769919823126, 98.44121651561184, 126, 72, 61, 'Male', 98.02589228146562, 1.8936719804243012, 0.10452555976801128, 54, 27.335769120372884, 90, 'Low Risk'),
(166097, 92, 13, '37:46.2', 36.297252073014135, 98.25896326094197, 136, 75, 66, 'Male', 98.61263570691263, 1.8766232371011016, 0.10312725460544744, 61, 28.00131243852223, 95.33333333333333, 'High Risk'),
(166098, 89, 15, '36:46.2', 36.34923520585653, 95.62772191080039, 129, 70, 71, 'Male', 54.40896972197914, 1.9415442469556559, 0.1422107389146379, 59, 14.43364161081974, 89.66666666666666, 'High Risk'),
(166099, 68, 13, '35:46.2', 36.57590113, 98.18714190459148, 124, 80, 53, 'Female', 56.791899210972204, 1.8569690695201482, 0.11237419979905504, 44, 16.46937249980881, 94.66666666666667, 'High Risk'),
(166100, 95, 14, '34:46.2', 36.79101992, 98.64336172059687, 114, 80, 69, 'Female', 92.17458810596234, 1.7592470016280897, 0.12511677010774958, 34, 29.78225422918404, 91.33333333333333, 'High Risk'),
(166101, 73, 12, '33:46.2', 36.99603973480992, 95.17749152130287, 138, 83, 85, 'Female', 72.42630724833086, 1.6052792353823817, 0.11982451579725628, 55, 28.1057492, 101.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(166103, 76, 16, '31:46.2', 37.218073742593674, 99.53572946, 111, 88, 86, 'Male', 51.81549557046038, 1.526474146413448, 0.1196645160833746, 23, 22.237233168340794, 95.66666666666667, 'Low Risk'),
(166104, 88, 17, '30:46.2', 36.62954449523875, 95.11775222757603, 110, 85, 88, 'Female', 90.63674497678747, 1.6240072490579638, 0.10011755708108598, 25, 34.36595155, 93.33333333333333, 'High Risk'),
(166105, 92, 13, '29:46.2', 37.026562989655424, 95.62388878492635, 126, 77, 27, 'Female', 98.45755960742304, 1.5956239878584273, 0.064296055, 49, 38.671227149986635, 93.33333333333333, 'High Risk'),
(166106, 95, 15, '28:46.2', 36.17774189730609, 97.11989564779925, 122, 80, 72, 'Female', 96.58575536686845, 1.7800118506969462, 0.064734948, 42, 30.483672927258976, 94, 'High Risk'),
(166107, 66, 17, '27:46.2', 36.68745772069399, 95.07156411175153, 132, 86, 47, 'Male', 57.40078312475947, 1.5117611195514837, 0.11735645962798891, 46, 25.116057820791426, 101.33333333333333, 'Low Risk'),
(166108, 68, 19, '26:46.2', 36.93453648464423, 96.54189362431084, 139, 71, 53, 'Female', 64.06270551868137, 1.5088042359947393, 0.059123907, 68, 28.14099743716988, 93.66666666666666, 'Low Risk'),
(166109, 60, 16, '25:46.2', 36.51620255465378, 95.64183829763772, 119, 71, 20, 'Male', 99.02197269059995, 1.7902207866277218, 0.12851682229389783, 48, 30.89714727, 87, 'High Risk'),
(166110, 94, 19, '24:46.2', 36.810910839738064, 97.81564199933993, 135, 73, 35, 'Male', 62.67535781041052, 1.511890195727106, 0.14683821601722766, 62, 27.419297299719744, 93.66666666666666, 'High Risk'),
(166111, 88, 18, '23:46.2', 36.580663381711574, 97.13825611595986, 124, 85, 89, 'Female', 69.02357728915989, 1.949260011518467, 0.092695329, 39, 18.165941731383516, 98, 'High Risk'),
(166112, 64, 14, '22:46.2', 36.70226320680073, 95.06262724866227, 135, 78, 36, 'Female', 80.9857314, 1.579615499241737, 0.10747474284427908, 57, 32.45680273303975, 97, 'High Risk'),
(166113, 80, 19, '21:46.2', 36.68677904853235, 95.94429549427652, 121, 70, 19, 'Male', 66.57868319719819, 1.6957052254518055, 0.05646561, 51, 23.15445079847499, 87, 'Low Risk'),
(166114, 62, 19, '20:46.2', 36.86919611170455, 97.6597418, 135, 79, 58, 'Male', 84.16533647646344, 1.956378518850103, 0.12515276689628863, 56, 21.990114606578103, 97.66666666666666, 'Low Risk'),
(166115, 63, 15, '19:46.2', 36.91234744901695, 95.82281420195466, 126, 83, 19, 'Female', 87.12370853951779, 1.5436161520524394, 0.11137615343900714, 43, 36.56433884311367, 97.33333333333333, 'High Risk'),
(166116, 93, 16, '18:46.2', 36.07786071671828, 98.30627205974052, 114, 73, 84, 'Male', 69.15349546562764, 1.5441603392447916, 0.10195346766235164, 41, 29.00209358950022, 86.66666666666667, 'High Risk'),
(166117, 76, 12, '17:46.2', 36.43330372858532, 97.95104813152058, 128, 70, 25, 'Male', 58.93501325553311, 1.636700251750645, 0.14588698979776205, 58, 22.00062847300311, 89.33333333333333, 'Low Risk'),
(166118, 92, 15, '16:46.2', 37.11112533978031, 97.15006215, 133, 73, 86, 'Male', 98.23670930221498, 1.7948311591384118, 0.072809186, 60, 30.494857285661134, 93, 'High Risk'),
(166119, 73, 15, '15:46.2', 36.27959854834393, 99.70116617857934, 118, 80, 58, 'Male', 66.46834956830651, 1.719234089187311, 0.13518400279250747, 38, 22.487691131323846, 92.66666666666667, 'Low Risk'),
(166120, 90, 13, '14:46.2', 36.58541431946429, 98.71804853615816, 123, 81, 57, 'Male', 98.13389202146456, 1.5902177779925277, 0.10008561311187067, 42, 38.80661970522213, 95, 'High Risk'),
(166121, 94, 18, '13:46.2', 36.32621876321591, 96.90176316, 137, 71, 48, 'Female', 72.61710772962371, 1.6770036827299268, 0.094493326, 66, 25.820872591027772, 93, 'High Risk'),
(166122, 73, 19, '12:46.2', 37.008317220818256, 95.15970988822744, 124, 88, 18, 'Male', 63.07319995241409, 1.7221246443109481, 0.12585699846304021, 36, 21.267463767835604, 100, 'Low Risk'),
(166123, 82, 17, '11:46.2', 36.73053595945718, 95.57291986253533, 120, 89, 30, 'Female', 83.61181461358711, 1.5849895078329255, 0.095406643, 31, 33.28241761, 99.33333333333333, 'High Risk'),
(166124, 80, 18, '10:46.2', 37.16811486739584, 97.25121654951586, 128, 73, 21, 'Female', 70.72494462481785, 1.5110315235136873, 0.145834602, 55, 30.976016467368744, 91.33333333333333, 'High Risk'),
(166125, 78, 12, '09:46.2', 36.63539882253588, 96.64104483805465, 132, 86, 47, 'Female', 94.30841434092076, 1.8616908220175816, 0.13621696078830914, 46, 27.210425147958972, 101.33333333333333, 'Low Risk'),
(166126, 76, 15, '08:46.2', 36.460183341506045, 99.74805645679993, 119, 73, 80, 'Male', 69.32604696383069, 1.6699215646047363, 0.058798536, 46, 24.860181267700256, 88.33333333333333, 'Low Risk'),
(166127, 70, 14, '07:46.2', 36.38885413634896, 98.44554592266287, 110, 70, 70, 'Female', 86.55761685536851, 1.781488971519992, 0.072677334, 40, 27.273383194651515, 83.33333333333333, 'Low Risk'),
(166128, 98, 12, '06:46.2', 36.891194920900716, 97.53081016433612, 119, 72, 30, 'Female', 58.68894418392206, 1.6092189303224045, 0.13381217864869768, 47, 22.663450461377867, 87.66666666666667, 'High Risk'),
(166129, 69, 17, '05:46.2', 37.160718219522785, 99.19810029501559, 113, 71, 46, 'Male', 80.51201609786824, 1.8035136497148565, 0.0540967, 42, 24.752657624038278, 85, 'Low Risk'),
(166130, 93, 17, '04:46.2', 36.340716622204816, 99.88778471339478, 139, 70, 88, 'Female', 50.86021134023161, 1.895328611184253, 0.13529019102973766, 69, 14.15823521975289, 93, 'High Risk'),
(166131, 96, 15, '03:46.2', 36.67894642468309, 96.54209183574714, 121, 85, 35, 'Male', 67.58453025894606, 1.5627036034839987, 0.083629446, 36, 27.67541056732763, 97, 'High Risk'),
(166132, 89, 18, '02:46.2', 36.34545080058406, 98.24018374981476, 111, 82, 53, 'Male', 70.77980487936554, 1.9361459036128734, 0.061266399, 29, 18.881356738624177, 91.66666666666667, 'Low Risk'),
(166133, 78, 17, '01:46.2', 36.638574008378136, 97.06854201385032, 113, 74, 28, 'Male', 99.13023339533636, 1.5578408305760563, 0.11859956306413934, 39, 40.84698105282336, 87, 'High Risk'),
(166134, 76, 16, '00:46.2', 37.451328976168305, 98.25671266850604, 115, 71, 61, 'Male', 67.55459637331859, 1.5448230279369146, 0.068168237, 44, 28.307233949624074, 85.66666666666667, 'Low Risk'),
(166135, 68, 12, '59:46.2', 37.424139359804926, 99.80854708257345, 136, 81, 40, 'Female', 66.17803213989177, 1.5873347717346373, 0.1386647602044943, 55, 26.264962744092287, 99.33333333333333, 'Low Risk'),
(166136, 63, 13, '58:46.2', 37.49461876137906, 98.87416068707608, 134, 89, 84, 'Male', 98.64829462069073, 1.7095499770849745, 0.08752944, 45, 33.75405694871136, 104, 'High Risk'),
(166137, 65, 16, '57:46.2', 36.44388058953947, 98.89145998762262, 138, 79, 49, 'Male', 87.78287079851631, 1.7406924733532987, 0.13192808556689856, 59, 28.971146131502987, 98.66666666666666, 'Low Risk'),
(166138, 90, 17, '56:46.2', 36.128166528366435, 95.59683659661286, 133, 74, 67, 'Male', 63.11458970870748, 1.5940004369076788, 0.062180446985594766, 59, 24.84007433376852, 93.66666666666666, 'Low Risk'),
(166139, 97, 15, '55:46.2', 36.01922404855833, 99.70666362887478, 127, 75, 64, 'Female', 87.14428608203464, 1.9566985541578044, 0.11613286679212782, 52, 22.760985816494948, 92.33333333333333, 'High Risk'),
(166140, 89, 17, '54:46.2', 36.458719671181335, 95.98962446752913, 136, 89, 40, 'Male', 65.04419213990714, 1.5071457595891589, 0.13403230926507081, 47, 28.635054372043825, 104.66666666666667, 'Low Risk'),
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(166318, 89, 17, '56:46.2', 37.05055751432493, 98.99646584396082, 133, 75, 53, 'Male', 86.16658664965044, 1.531556846602426, 0.12929018726455693, 58, 36.73437433003147, 94.33333333333333, 'High Risk'),
(166319, 87, 12, '55:46.2', 36.44679054812841, 99.90174108, 114, 88, 35, 'Female', 59.96332263954119, 1.983077616414108, 0.10930067520350593, 26, 15.247767617721113, 96.66666666666667, 'High Risk'),
(166320, 89, 19, '54:46.2', 36.697093417049516, 95.22200901477183, 110, 82, 88, 'Male', 59.136325446341075, 1.6634419434973593, 0.051080151, 28, 21.371698527663558, 91.33333333333333, 'Low Risk'),
(166321, 98, 18, '53:46.2', 37.339129921268466, 99.86943809859085, 117, 78, 65, 'Male', 84.58735430597261, 1.7045209227293576, 0.10296264756282661, 39, 29.113925642265304, 91, 'High Risk'),
(166322, 90, 18, '52:46.2', 36.179933141686924, 95.37282873526152, 119, 84, 53, 'Female', 71.32508305155751, 1.8633564876160564, 0.062069642, 35, 20.54236239, 95.66666666666667, 'Low Risk'),
(166323, 82, 16, '51:46.2', 37.207351313442494, 98.23323273336133, 133, 84, 34, 'Male', 85.85566417572288, 1.6963162836745997, 0.1444666029573058, 49, 29.83700932904336, 100.33333333333333, 'Low Risk'),
(166324, 69, 17, '50:46.2', 37.465977890234456, 96.25570537254347, 117, 84, 86, 'Female', 60.98504658, 1.766722281151324, 0.070389417, 33, 19.538300619913805, 95, 'Low Risk'),
(166325, 62, 18, '49:46.2', 36.74447558089527, 97.15639654369399, 114, 74, 71, 'Female', 53.11790715667433, 1.811964125235164, 0.14937773390813786, 40, 16.178630847708803, 87.33333333333333, 'High Risk'),
(166326, 78, 12, '48:46.2', 37.15142857852878, 96.08196452144172, 117, 77, 55, 'Female', 98.78394364829887, 1.9563763988438463, 0.14753659311380427, 40, 25.80961522847906, 90.33333333333333, 'Low Risk'),
(166327, 72, 12, '47:46.2', 36.95629225707102, 95.65693534655215, 112, 89, 48, 'Female', 68.43112728791252, 1.8426147439884413, 0.064220195, 23, 20.155083906842346, 96.66666666666667, 'Low Risk'),
(166328, 95, 12, '46:46.2', 37.146416207143794, 98.23619341583726, 125, 79, 43, 'Female', 52.61143880211653, 1.5924689445267681, 0.070633192, 46, 20.746184483138098, 94.33333333333333, 'High Risk'),
(166329, 79, 13, '45:46.2', 36.01145824142479, 97.92531422733597, 122, 80, 47, 'Female', 82.48346129118507, 1.6504147556050224, 0.077975722, 42, 30.28172990826977, 94, 'High Risk'),
(166330, 76, 16, '44:46.2', 36.76751965, 97.58354349007178, 132, 84, 56, 'Female', 65.28922462277356, 1.9048444456113194, 0.073492702, 48, 17.99378301962133, 100, 'High Risk'),
(166331, 88, 16, '43:46.2', 36.38604652566322, 99.03710322238068, 117, 85, 82, 'Male', 95.11998966892992, 1.9230253445745062, 0.14729640464749683, 32, 25.721824948914197, 95.66666666666667, 'Low Risk'),
(166332, 92, 14, '42:46.2', 37.33160379527701, 98.30684460021389, 110, 75, 89, 'Female', 56.244538861368696, 1.6386074672520834, 0.052368282, 35, 20.947418102582713, 86.66666666666667, 'High Risk'),
(166333, 73, 12, '41:46.2', 36.093867728852054, 95.90536708607722, 124, 88, 55, 'Female', 87.37483979300788, 1.6628271718412604, 0.098530601, 36, 31.600369970084103, 100, 'High Risk'),
(166334, 80, 17, '40:46.2', 36.5467046, 99.02965319470158, 127, 84, 23, 'Male', 81.56668653293116, 1.930864120515217, 0.12138923409567276, 43, 21.87808953671213, 98.33333333333333, 'Low Risk'),
(166335, 84, 13, '39:46.2', 36.49883135560429, 97.12377535747598, 114, 76, 82, 'Male', 73.08928221, 1.655838239893165, 0.076019661, 38, 26.657405656828114, 88.66666666666667, 'Low Risk'),
(166336, 67, 17, '38:46.2', 37.24116844456366, 98.23811789302907, 118, 85, 36, 'Female', 93.44474006782642, 1.8589584390114788, 0.12025130971471797, 33, 27.040548684473663, 96, 'Low Risk'),
(166337, 78, 18, '37:46.2', 37.224464523548974, 98.40312012538448, 137, 86, 31, 'Female', 77.76214167872311, 1.8170125641001922, 0.10420584780880854, 51, 23.55333192943751, 103, 'Low Risk'),
(166338, 93, 18, '36:46.2', 37.16573339529892, 96.54561707327788, 120, 75, 54, 'Female', 83.05879949598142, 1.7824658526156785, 0.057764504, 45, 26.142264978466834, 90, 'High Risk'),
(166339, 82, 19, '35:46.2', 37.36511606378075, 96.97630664467928, 138, 71, 47, 'Male', 50.08286620546134, 1.892880906453294, 0.084777018, 67, 13.977921406606246, 93.33333333333333, 'High Risk'),
(166340, 72, 18, '34:46.2', 36.22726483458919, 97.53821853208176, 120, 84, 44, 'Female', 97.76510633869225, 1.817812049665035, 0.10386250640337118, 36, 29.585977403045202, 96, 'Low Risk'),
(166341, 96, 17, '33:46.2', 36.27111811103573, 97.18891524772522, 114, 74, 63, 'Female', 76.91911642699921, 1.693475445, 0.10742503989303259, 40, 26.821093439440624, 87.33333333333333, 'High Risk'),
(166342, 66, 12, '32:46.2', 36.26682324779656, 99.58922069004258, 110, 89, 86, 'Female', 77.98391550263686, 1.9808325879170028, 0.13506519973369116, 21, 19.875107779256858, 96, 'Low Risk'),
(166343, 84, 15, '31:46.2', 36.948271444696786, 95.28113584523932, 120, 83, 24, 'Female', 90.07909899024628, 1.8724667746956707, 0.060643189737400655, 37, 25.691874565670965, 95.33333333333333, 'Low Risk'),
(166344, 98, 13, '30:46.2', 37.06551334543603, 98.95841857, 132, 85, 83, 'Female', 65.77452311596413, 1.5088862417066407, 0.12999724609503527, 47, 28.889811677898365, 100.66666666666667, 'High Risk'),
(166345, 67, 14, '29:46.2', 36.05777853, 99.42093681426807, 139, 72, 43, 'Male', 79.83267704612099, 1.734420978308133, 0.13529701333608757, 67, 26.538211882483534, 94.33333333333333, 'Low Risk'),
(166346, 90, 15, '28:46.2', 36.62049005170371, 97.92201079580208, 123, 80, 38, 'Male', 73.83821371425418, 1.5100596065582303, 0.073492538, 43, 32.38120459632932, 94.33333333333333, 'High Risk'),
(166347, 74, 12, '27:46.2', 37.41263866328391, 95.87706547039154, 112, 86, 30, 'Female', 65.72577087414827, 1.5512355908444875, 0.07846752, 26, 27.313676892641585, 94.66666666666667, 'Low Risk'),
(166348, 76, 14, '26:46.2', 36.60625931, 98.62737752322887, 114, 76, 69, 'Female', 84.09847069695562, 1.7700630654094744, 0.086294935, 38, 26.841737090491762, 88.66666666666667, 'Low Risk'),
(166349, 92, 14, '25:46.2', 37.21163769714696, 99.41050229077366, 137, 70, 80, 'Male', 98.38396190989933, 1.6197970035579476, 0.092361739, 67, 37.49757004809691, 92.33333333333333, 'High Risk'),
(166350, 95, 16, '24:46.2', 37.32088374137686, 96.40998075434986, 112, 72, 30, 'Male', 99.18521877337241, 1.9128800597820539, 0.11635437632223299, 40, 27.106377079742806, 85.33333333333333, 'High Risk'),
(166351, 62, 18, '23:46.2', 37.37813466432832, 96.09954879037711, 113, 80, 77, 'Female', 52.58916166473029, 1.7167498521779214, 0.084229772, 33, 17.843588957825844, 91, 'High Risk'),
(166352, 91, 13, '22:46.2', 36.768678044869205, 98.39864494966352, 111, 84, 48, 'Female', 94.77310830166586, 1.675697882970882, 0.14852649081800073, 27, 33.75154692922872, 93, 'High Risk'),
(166353, 87, 15, '21:46.2', 36.87792601511393, 98.03802870281488, 118, 78, 78, 'Male', 67.14354374862023, 1.7991528802346486, 0.062081887626350946, 40, 20.74283545078827, 91.33333333333333, 'Low Risk'),
(166354, 61, 13, '20:46.2', 36.12335713357189, 99.76171101536299, 112, 89, 73, 'Male', 88.28850321117963, 1.8417262810740258, 0.063244164, 23, 26.02879022181012, 96.66666666666667, 'Low Risk'),
(166355, 69, 12, '19:46.2', 37.47698935356591, 99.48717526895837, 123, 89, 28, 'Male', 57.793791354080426, 1.9167130666839545, 0.064878349, 34, 15.731385680765875, 100.33333333333333, 'High Risk'),
(166356, 78, 16, '18:46.2', 36.991507403379735, 95.53949268675149, 111, 81, 36, 'Female', 53.71504281823648, 1.935742021, 0.1183136772209742, 30, 14.335108049297553, 91, 'High Risk'),
(166357, 95, 12, '17:46.2', 37.373793339430335, 98.10669047527087, 137, 83, 84, 'Male', 68.16837061839996, 1.813242191201355, 0.051571143, 54, 20.733436063302957, 101, 'High Risk'),
(166358, 79, 18, '16:46.2', 36.19772768078532, 97.40128002034673, 114, 87, 56, 'Female', 79.12676994509022, 1.6117736847908422, 0.1176439278009445, 27, 30.45897721196758, 96, 'High Risk'),
(166359, 72, 19, '15:46.2', 36.525409878151336, 99.51722934631003, 134, 81, 49, 'Male', 51.12685076338414, 1.6261534640457591, 0.077978824, 53, 19.33419013938383, 98.66666666666666, 'Low Risk'),
(166360, 77, 12, '14:46.2', 37.037940313662496, 99.71683357370422, 111, 72, 35, 'Male', 93.12373379006692, 1.8290144241012323, 0.12209986257747359, 39, 27.83723653933396, 85, 'Low Risk'),
(166361, 65, 17, '13:46.2', 37.30798099587612, 99.04962735, 111, 83, 31, 'Female', 58.36698110639427, 1.617082710887064, 0.081115035, 28, 22.32044060529045, 92.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(166363, 63, 14, '11:46.2', 36.201697558030624, 98.04088563265034, 126, 74, 26, 'Female', 51.42026746906525, 1.7624108950900896, 0.059923046061566614, 52, 16.554649626755417, 91.33333333333333, 'High Risk'),
(166364, 90, 13, '10:46.2', 36.499538027146556, 99.91436532243618, 118, 83, 43, 'Female', 94.50409839833186, 1.786991224865555, 0.13673930782366983, 35, 29.594145411138662, 94.66666666666667, 'Low Risk'),
(166365, 76, 15, '09:46.2', 36.058050897494894, 98.90652003285902, 121, 76, 26, 'Male', 79.10005787483149, 1.6761896465112538, 0.11170185058790719, 45, 28.153376852774077, 91, 'Low Risk'),
(166366, 66, 14, '08:46.2', 36.57707842441789, 97.28642042189827, 116, 73, 71, 'Male', 59.246002071484696, 1.9095942073132501, 0.093325765, 43, 16.247138110479565, 87.33333333333333, 'High Risk'),
(166367, 96, 17, '07:46.2', 37.08612795748978, 95.93439169191045, 137, 73, 50, 'Male', 88.51804891026116, 1.5398648099150116, 0.14528036017085855, 64, 37.330743888945555, 94.33333333333333, 'High Risk'),
(166368, 66, 15, '06:46.2', 37.01363852745562, 96.77784780737318, 115, 73, 27, 'Female', 87.31251292, 1.7761001810277568, 0.10625397153145144, 42, 27.678437558098576, 87, 'Low Risk'),
(166369, 99, 18, '05:46.2', 36.32421381892192, 96.10796357276543, 119, 76, 64, 'Female', 53.68560707, 1.8825584293388073, 0.14516830472010409, 43, 15.148196835935849, 90.33333333333333, 'High Risk'),
(166370, 71, 17, '04:46.2', 37.18310814662089, 98.60494063567899, 116, 77, 35, 'Female', 57.569596678947136, 1.7282333285401161, 0.12636055207683816, 39, 19.274735833113994, 90, 'Low Risk'),
(166371, 66, 16, '03:46.2', 36.55714898530919, 95.13524573847705, 122, 80, 62, 'Female', 52.680236969473384, 1.7346147628623136, 0.070650745, 42, 17.50820582, 94, 'High Risk'),
(166372, 79, 16, '02:46.2', 37.16672132442029, 96.76913908989803, 132, 81, 57, 'Female', 50.73179070859045, 1.6673359239983796, 0.059531034591129045, 51, 18.248785951998123, 98, 'High Risk'),
(166373, 73, 14, '01:46.2', 37.415607694636286, 97.14492807413832, 118, 77, 76, 'Male', 57.887861093074456, 1.637169189610165, 0.13290467633153907, 41, 21.59734556474198, 90.66666666666667, 'Low Risk'),
(166374, 73, 17, '00:46.2', 36.342424763683354, 96.03620167014002, 121, 82, 57, 'Female', 50.318917611628514, 1.9284104794526842, 0.055140229378115274, 39, 13.531075735394422, 95, 'High Risk'),
(166375, 95, 17, '59:46.2', 36.44723106434814, 99.66856538770885, 127, 81, 18, 'Male', 88.31498169989963, 1.8646981878374196, 0.093546935, 46, 25.399039047903102, 96.33333333333333, 'High Risk'),
(166376, 96, 19, '58:46.2', 37.40028983083938, 96.35922597530707, 136, 84, 22, 'Male', 59.89906134580285, 1.6642894020666468, 0.1162358503071063, 52, 21.62530898563201, 101.33333333333333, 'High Risk'),
(166377, 79, 17, '57:46.2', 36.00321367777018, 96.35897362904501, 125, 81, 21, 'Female', 59.67783899776638, 1.664355152549114, 0.08487143, 44, 21.543738987666355, 95.66666666666667, 'Low Risk'),
(166378, 66, 16, '56:46.2', 37.24091754622073, 98.29577639546413, 120, 72, 65, 'Male', 85.50096503692718, 1.8981831860430551, 0.1374130748743198, 48, 23.72983794240886, 88, 'Low Risk'),
(166379, 67, 12, '55:46.2', 36.61822054859586, 96.93788285855011, 132, 80, 50, 'Female', 93.66295711797837, 1.5444220897393537, 0.080145613, 52, 39.26773539253431, 97.33333333333333, 'High Risk'),
(166380, 74, 17, '54:46.2', 37.34799249977941, 98.51386514, 115, 76, 42, 'Male', 65.02792965421996, 1.6229006901042262, 0.11848795551220569, 39, 24.68971276068509, 89, 'Low Risk'),
(166381, 67, 12, '53:46.2', 36.188140496293904, 97.65803226695232, 114, 78, 40, 'Male', 59.11048157621228, 1.7132371580473822, 0.14827213569420739, 36, 20.13861165779689, 90, 'Low Risk'),
(166382, 90, 13, '52:46.2', 37.45075149945952, 95.32550512221303, 133, 71, 47, 'Male', 63.06247130664454, 1.6926603206709245, 0.12729861596874292, 62, 22.010573512898343, 91.66666666666666, 'Low Risk'),
(166383, 85, 13, '51:46.2', 36.98861619242676, 98.78959934, 139, 71, 19, 'Male', 84.99961681922757, 1.665113711511623, 0.06437335, 68, 30.656966110782005, 93.66666666666666, 'High Risk'),
(166384, 76, 12, '50:46.2', 36.731211382501336, 96.42272738327544, 133, 76, 77, 'Female', 70.28307763460958, 1.7707212107277497, 0.084043407, 57, 22.415601205962794, 95, 'Low Risk'),
(166385, 78, 16, '49:46.2', 36.697878132179184, 96.44007550802014, 116, 71, 38, 'Male', 84.38957832401557, 1.898520406962426, 0.09255564, 45, 23.413065357480182, 86, 'Low Risk'),
(166386, 82, 18, '48:46.2', 36.01446677, 95.19280910897038, 110, 76, 79, 'Female', 55.129577995410095, 1.6459004520661076, 0.1136069929090107, 34, 20.35061503729784, 87.33333333333333, 'Low Risk'),
(166387, 70, 13, '47:46.2', 37.284079081917405, 98.67888228703903, 137, 82, 78, 'Male', 70.68988635559343, 1.6996001217876737, 0.06820091, 55, 24.471679513308093, 100.33333333333333, 'Low Risk'),
(166388, 94, 15, '46:46.2', 37.48565872115865, 98.17932455, 123, 74, 66, 'Female', 53.02356687947038, 1.561274123010048, 0.14062981451797607, 49, 21.752572055602048, 90.33333333333333, 'High Risk'),
(166389, 99, 19, '45:46.2', 36.560384447825065, 99.93671242124219, 112, 72, 44, 'Male', 68.72233881176473, 1.9902462857083145, 0.080699395, 40, 17.34939309292521, 85.33333333333333, 'High Risk'),
(166390, 62, 17, '44:46.2', 36.94567763712207, 97.66686175372747, 115, 81, 40, 'Male', 79.23714166808148, 1.8027109513212138, 0.10743384630846096, 34, 24.38240870135559, 92.33333333333333, 'Low Risk'),
(166391, 62, 16, '43:46.2', 37.14659939, 95.31346821436782, 128, 82, 43, 'Female', 69.67204899982242, 1.5895195168957825, 0.11182527852462637, 46, 27.575719542613257, 97.33333333333333, 'Low Risk'),
(166392, 97, 17, '42:46.2', 36.828948742423606, 98.89616989413965, 114, 84, 77, 'Male', 61.75181159420964, 1.6775816047250358, 0.11828559668135333, 30, 21.942312316218178, 94, 'High Risk'),
(166393, 83, 14, '41:46.2', 37.32815146259818, 97.73784023485541, 123, 77, 88, 'Female', 87.85472641646093, 1.5093400331147224, 0.061761972, 46, 38.56478799088654, 92.33333333333333, 'High Risk'),
(166394, 60, 14, '40:46.2', 36.83859355898783, 95.05690417834258, 114, 89, 34, 'Male', 79.32043699501844, 1.9548853201680914, 0.1393001742354293, 25, 20.755945774709488, 97.33333333333333, 'Low Risk'),
(166395, 61, 15, '39:46.2', 36.84051204824607, 95.13232232041892, 138, 80, 78, 'Male', 51.87048054144588, 1.7638618007398175, 0.073727989, 58, 16.672132819092365, 99.33333333333333, 'High Risk'),
(166396, 77, 18, '38:46.2', 36.03215944678666, 98.39593249, 118, 78, 39, 'Male', 51.68738693724112, 1.9169313941034944, 0.14628555976545574, 40, 14.066026682293062, 91.33333333333333, 'High Risk'),
(166397, 93, 19, '37:46.2', 36.814088019432084, 99.51925993730131, 120, 83, 82, 'Female', 70.04504507, 1.6840816154671465, 0.093040926, 37, 24.69739509560795, 95.33333333333333, 'High Risk'),
(166398, 92, 13, '36:46.2', 36.830999670955336, 99.08090102248619, 117, 74, 19, 'Male', 99.20665158729366, 1.7772042720833274, 0.12956790366744178, 43, 31.409866789654192, 88.33333333333333, 'High Risk'),
(166399, 77, 12, '35:46.2', 37.37419238918775, 98.69891134351221, 139, 70, 26, 'Female', 97.88609894241539, 1.9665294833750138, 0.098360788, 69, 25.31162903672083, 93, 'Low Risk'),
(166400, 81, 19, '34:46.2', 37.36829174100631, 97.50401543, 118, 73, 49, 'Female', 66.69756208, 1.7127459620817451, 0.1461197946081617, 45, 22.736523246959564, 88, 'Low Risk'),
(166401, 74, 18, '33:46.2', 37.41362442, 97.96494746960785, 111, 70, 30, 'Male', 82.37733261397372, 1.6977391337366752, 0.11479250671357939, 41, 28.580235721159013, 83.66666666666667, 'Low Risk'),
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(166577, 75, 19, '37:46.2', 36.17228468858122, 98.42457045827375, 131, 76, 84, 'Female', 59.38510187149698, 1.8834277447953807, 0.095413925, 55, 16.74092991906286, 94.33333333333333, 'High Risk'),
(166578, 60, 18, '36:46.2', 36.313078081525966, 95.74591466504643, 117, 76, 66, 'Female', 91.49512584402956, 1.8064115417335875, 0.095749023, 41, 28.03913166324882, 89.66666666666667, 'Low Risk'),
(166579, 75, 14, '35:46.2', 37.15616673185466, 99.14131894876681, 124, 79, 22, 'Female', 62.38051580460058, 1.7545493517670214, 0.051210066, 45, 20.26365508021136, 94, 'Low Risk'),
(166580, 83, 17, '34:46.2', 37.13896377761898, 95.24064733055286, 128, 86, 41, 'Male', 55.533447215420495, 1.588428207753834, 0.1405688217766456, 42, 22.00997003990976, 100, 'Low Risk'),
(166581, 93, 14, '33:46.2', 36.59279457519299, 95.87246408091623, 132, 74, 45, 'Female', 50.277878319916276, 1.7273119047107233, 0.11743322080540022, 58, 16.8513776, 93.33333333333333, 'High Risk'),
(166582, 99, 12, '32:46.2', 36.69861816638375, 97.25335745374821, 127, 84, 77, 'Male', 72.46730587496047, 1.623069744543793, 0.12954124694489402, 43, 27.508553323719223, 98.33333333333333, 'High Risk'),
(166583, 80, 19, '31:46.2', 37.39356946168335, 97.66057826, 124, 85, 76, 'Male', 61.20487914936851, 1.7004758071251347, 0.087870312, 39, 21.16630888702435, 98, 'Low Risk'),
(166584, 62, 19, '30:46.2', 36.00369106686245, 95.72629065330933, 120, 77, 36, 'Female', 51.059065785655804, 1.9779616296775258, 0.050495718, 43, 13.050800153174553, 91.33333333333333, 'High Risk'),
(166585, 93, 15, '29:46.2', 36.277553844662215, 97.34430152996885, 135, 86, 23, 'Male', 57.26752677, 1.9805786248717925, 0.11288168690354361, 49, 14.599038441662143, 102.33333333333333, 'High Risk'),
(166586, 81, 19, '28:46.2', 37.305404191434604, 98.31728199781847, 117, 78, 41, 'Female', 95.04897255127432, 1.6045516925253223, 0.14098752222563643, 39, 36.91815600829137, 91, 'High Risk'),
(166587, 81, 13, '27:46.2', 36.22689061912789, 97.94851812519587, 112, 79, 67, 'Female', 56.48019048208786, 1.6021594365749925, 0.070979399, 33, 22.00314134203449, 90, 'Low Risk'),
(166588, 96, 16, '26:46.2', 36.055228216778616, 96.68278467981628, 130, 71, 78, 'Male', 52.262613345206596, 1.9393003683553969, 0.10366323909509637, 59, 13.896356995381801, 90.66666666666666, 'High Risk'),
(166589, 84, 13, '25:46.2', 36.08609167475732, 98.29391490274446, 110, 74, 21, 'Female', 61.98621045585272, 1.9812877472152512, 0.1375358037117556, 36, 15.790648961328703, 86, 'High Risk'),
(166590, 83, 14, '24:46.2', 36.174437727595674, 95.75784423542883, 117, 81, 73, 'Female', 51.09074330123226, 1.9639929745638982, 0.13935448197669204, 36, 13.24531713853384, 93, 'High Risk'),
(166591, 69, 16, '23:46.2', 36.53918362509302, 95.63462755646064, 117, 71, 54, 'Male', 80.69970768304026, 1.8741181704469894, 0.058915637, 46, 22.976190259104925, 86.33333333333333, 'Low Risk'),
(166592, 69, 18, '22:46.2', 36.31937804807369, 99.20975229841028, 135, 74, 87, 'Male', 87.51623324, 1.5945398757373586, 0.091429523, 61, 34.420553381098344, 94.33333333333333, 'High Risk'),
(166593, 82, 15, '21:46.2', 36.991833057884314, 97.63898861, 129, 70, 88, 'Male', 98.74074375948058, 1.660464650744456, 0.10192713556367092, 59, 35.812705000499086, 89.66666666666666, 'High Risk'),
(166594, 74, 14, '20:46.2', 36.43352885807222, 97.54718306766927, 123, 80, 87, 'Male', 75.29686768257574, 1.724672467022542, 0.12544523759245527, 43, 25.314167508334894, 94.33333333333333, 'Low Risk'),
(166595, 88, 13, '19:46.2', 36.487042777303735, 95.83546541879602, 113, 75, 26, 'Male', 75.19959551201174, 1.6463243412542106, 0.09183012, 38, 27.744998511419404, 87.66666666666667, 'Low Risk'),
(166596, 97, 15, '18:46.2', 36.06960800637824, 96.54453296421894, 121, 79, 73, 'Male', 70.43079550672577, 1.869705899249815, 0.078559022, 42, 20.14726028116347, 93, 'High Risk'),
(166597, 75, 15, '17:46.2', 36.102630086364215, 95.44932265553877, 130, 82, 83, 'Female', 60.44220374790425, 1.5399465500482914, 0.14260001587518678, 48, 25.487603134361372, 98, 'Low Risk'),
(166598, 83, 18, '16:46.2', 36.38052257421685, 98.71622562681722, 138, 80, 86, 'Male', 52.90148831113886, 1.746249690414768, 0.094364825, 58, 17.348231394629845, 99.33333333333333, 'High Risk'),
(166599, 79, 16, '15:46.2', 36.33996096, 97.69760671049276, 129, 88, 25, 'Female', 99.48269731679764, 1.8146746492250552, 0.13345538334399373, 41, 30.209950071504064, 101.66666666666667, 'High Risk'),
(166600, 74, 15, '14:46.2', 37.12069522, 99.35494569075544, 124, 78, 19, 'Female', 56.16583857191701, 1.7738064008205878, 0.1007471753665004, 46, 17.85088745773878, 93.33333333333333, 'High Risk'),
(166601, 64, 13, '13:46.2', 37.35320911646137, 95.30620941456989, 120, 72, 88, 'Female', 94.11508624843445, 1.6249705527720715, 0.060420300051118994, 48, 35.642507864596375, 88, 'High Risk'),
(166602, 94, 13, '12:46.2', 37.34463082875362, 95.28920975957433, 138, 79, 28, 'Female', 94.59245219, 1.9805074032038161, 0.095317835, 59, 24.115903859450253, 98.66666666666666, 'High Risk'),
(166603, 60, 19, '11:46.2', 36.461162304351305, 97.80679395163862, 128, 76, 71, 'Male', 54.033871383627535, 1.7135138250360453, 0.13284311593332876, 52, 18.403094624123316, 93.33333333333333, 'High Risk'),
(166604, 97, 12, '10:46.2', 36.50621021328841, 97.72792347183288, 112, 72, 49, 'Female', 68.87880114017473, 1.810079374214305, 0.1062050389707487, 40, 21.02278942393786, 85.33333333333333, 'High Risk'),
(166605, 65, 14, '09:46.2', 37.33728662333451, 95.24799168535311, 127, 80, 62, 'Female', 59.319556651351306, 1.5419184004036668, 0.11953738039880347, 47, 24.950262220063966, 95.66666666666667, 'Low Risk'),
(166606, 86, 16, '08:46.2', 37.10459405032389, 97.05693969958068, 139, 86, 29, 'Female', 55.99947564180121, 1.8199892441346777, 0.080195849, 53, 16.906212275351855, 103.66666666666666, 'High Risk'),
(166607, 80, 13, '07:46.2', 37.33150171470414, 98.22192593776138, 118, 75, 56, 'Male', 57.82554164873363, 1.644374263636327, 0.13077593337447854, 43, 21.385448735128733, 89.33333333333333, 'Low Risk'),
(166608, 81, 19, '06:46.2', 36.23663671427485, 99.44951025576962, 125, 72, 64, 'Male', 91.32673705749274, 1.685435403320085, 0.11944736443756347, 53, 32.14946253323996, 89.66666666666666, 'High Risk'),
(166609, 98, 14, '05:46.2', 36.50878862670876, 96.62881438, 126, 82, 27, 'Female', 75.28209380752872, 1.7407146263864315, 0.1121612450118093, 44, 24.84485878072982, 96.66666666666667, 'High Risk'),
(166610, 96, 16, '04:46.2', 37.03811826456128, 95.66189850517918, 128, 79, 19, 'Female', 98.39967907787039, 1.7746824159308194, 0.1441198733919858, 49, 31.242975596877773, 95.33333333333333, 'High Risk'),
(166611, 98, 13, '03:46.2', 36.51484408398405, 96.87201035101461, 123, 74, 59, 'Female', 56.646067701737195, 1.6020875777451602, 0.095219735, 49, 22.06974224742205, 90.33333333333333, 'High Risk'),
(166612, 81, 12, '02:46.2', 36.59422601005231, 97.55720219668264, 131, 83, 22, 'Male', 77.79150795, 1.8716573369799463, 0.051303086283250754, 48, 22.206469009426804, 99, 'Low Risk'),
(166613, 89, 17, '01:46.2', 37.186953866671296, 99.83695019058219, 118, 71, 42, 'Male', 55.57435142332939, 1.5976314265573612, 0.064372401, 47, 21.773147433200826, 86.66666666666667, 'Low Risk'),
(166614, 60, 13, '00:46.2', 36.47746054214662, 97.94242979961535, 110, 77, 86, 'Female', 93.45588074173997, 1.9005652523379342, 0.082622078, 33, 25.872659021429282, 88, 'Low Risk'),
(166615, 92, 17, '59:46.2', 36.43793921073929, 97.90432156895676, 117, 79, 29, 'Male', 66.47439563291479, 1.746745806322604, 0.10597225495825939, 38, 21.78687687, 91.66666666666667, 'High Risk'),
(166616, 92, 17, '58:46.2', 36.77140957171096, 99.63928985267327, 129, 73, 36, 'Male', 97.56791383483093, 1.9272157056627754, 0.057457374230355546, 56, 26.269170944061752, 91.66666666666666, 'High Risk'),
(166617, 60, 16, '57:46.2', 36.18342354, 95.15589081, 116, 80, 27, 'Male', 86.24496604091601, 1.7886565284922464, 0.10841255968925817, 36, 26.95751474752795, 92, 'Low Risk'),
(166618, 81, 19, '56:46.2', 36.33294089, 95.31293355779418, 122, 86, 72, 'Female', 79.98345415842786, 1.856177255704885, 0.10564651587757681, 36, 23.21460304735273, 98, 'Low Risk'),
(166619, 63, 13, '55:46.2', 37.35068707827431, 95.88685962843475, 132, 83, 67, 'Male', 82.12828874194675, 1.986580890853486, 0.089560837, 49, 20.81039226589471, 99.33333333333333, 'Low Risk'),
(166620, 88, 16, '54:46.2', 36.12875860567168, 99.53042703785465, 127, 84, 28, 'Female', 56.77956011285411, 1.9701066184780127, 0.071135943, 43, 14.62893006065169, 98.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(166622, 93, 18, '52:46.2', 36.64587915544532, 97.35229806385694, 133, 72, 59, 'Female', 53.83553409075776, 1.6534566456805662, 0.086487918, 61, 19.691708668250484, 92.33333333333333, 'High Risk'),
(166623, 69, 19, '51:46.2', 36.487418258557575, 99.48717732, 120, 81, 55, 'Female', 83.87778079309672, 1.9450970750497947, 0.1398018892137635, 39, 22.169932456484155, 94, 'Low Risk'),
(166624, 85, 14, '50:46.2', 36.127030607542956, 99.51974527100748, 127, 87, 77, 'Female', 50.51054301933984, 1.7365575696530267, 0.086273148, 40, 16.749570170158574, 100.33333333333333, 'High Risk'),
(166625, 78, 15, '49:46.2', 36.801795598349386, 97.74225049168905, 129, 81, 48, 'Male', 71.54069463780385, 1.735691190939844, 0.051338963, 48, 23.746971665817107, 97, 'Low Risk'),
(166626, 92, 19, '48:46.2', 37.00221559867236, 98.59275728271581, 125, 80, 77, 'Male', 57.04743436856379, 1.662814152486025, 0.14108039360986097, 45, 20.63234983695302, 95, 'High Risk'),
(166627, 65, 16, '47:46.2', 36.73787676137722, 98.26284682972396, 128, 87, 21, 'Female', 79.76620391045527, 1.613458563631025, 0.09043258, 41, 30.64102516, 100.66666666666667, 'High Risk'),
(166628, 81, 19, '46:46.2', 37.23287045561117, 99.31212653861478, 114, 81, 59, 'Male', 98.83728732955016, 1.8089481632887265, 0.11096726189674944, 33, 30.20428595853936, 92, 'High Risk'),
(166629, 96, 12, '45:46.2', 36.12423388301043, 97.65112086058951, 126, 79, 79, 'Female', 74.52036456565489, 1.6919699238960102, 0.10387214123267384, 47, 26.030930531829238, 94.66666666666667, 'High Risk'),
(166630, 77, 13, '44:46.2', 36.84725019, 99.43189317494597, 122, 79, 40, 'Male', 94.93491145, 1.9894863318093567, 0.080763307, 43, 23.985237880723464, 93.33333333333333, 'Low Risk'),
(166631, 76, 16, '43:46.2', 36.92634298019655, 98.66025840006637, 116, 80, 21, 'Female', 73.36946796406906, 1.5019999997254474, 0.090945509, 36, 32.52186963803773, 92, 'High Risk'),
(166632, 89, 15, '42:46.2', 36.64639136149212, 96.57453571349771, 121, 83, 73, 'Male', 95.37958980995975, 1.8701940285300387, 0.10944361881306514, 38, 27.26981040062464, 95.66666666666667, 'Low Risk'),
(166633, 88, 14, '41:46.2', 36.98238505300837, 96.85300714087299, 121, 87, 40, 'Male', 78.30490534729255, 1.6595977555846193, 0.14701244603357444, 34, 28.430421031529463, 98.33333333333333, 'Low Risk'),
(166634, 72, 15, '40:46.2', 36.95333442972411, 97.69324284898771, 124, 77, 87, 'Female', 67.46699822063758, 1.8306372013547652, 0.11039443484556936, 47, 20.13199530400945, 92.66666666666667, 'Low Risk'),
(166635, 64, 18, '39:46.2', 36.05186773788475, 95.48067776208472, 112, 89, 47, 'Female', 91.44718670912354, 1.7588020719091944, 0.1228742958388508, 23, 29.562176950344043, 96.66666666666667, 'Low Risk'),
(166636, 73, 17, '38:46.2', 36.579800318375305, 96.10446120737676, 126, 77, 43, 'Female', 86.07842127880139, 1.8454457978907943, 0.067101492, 49, 25.27503146279984, 93.33333333333333, 'Low Risk'),
(166637, 84, 13, '37:46.2', 36.469940608977915, 95.31531441811528, 132, 89, 66, 'Male', 88.52591899294396, 1.7603691406807305, 0.1007316350142619, 43, 28.566889202292124, 103.33333333333333, 'Low Risk'),
(166638, 64, 12, '36:46.2', 37.132893538019005, 98.18819653777689, 114, 85, 89, 'Female', 69.27519570179126, 1.8001884433373652, 0.089155088, 29, 21.376757109832408, 94.66666666666667, 'Low Risk'),
(166639, 94, 15, '35:46.2', 36.35410373990699, 95.57149102062431, 122, 70, 39, 'Male', 73.76057786574995, 1.662215973504568, 0.10987442813087869, 52, 26.696197558566773, 87.33333333333333, 'High Risk'),
(166640, 79, 17, '34:46.2', 36.43435922191915, 97.49806889970814, 137, 73, 79, 'Female', 82.65367331720725, 1.8258188188979272, 0.14906866109911684, 64, 24.79401167, 94.33333333333333, 'Low Risk'),
(166641, 80, 17, '33:46.2', 37.29742214595205, 98.13613087604972, 111, 70, 75, 'Male', 88.32359498394777, 1.7233995962881279, 0.089143965, 41, 29.737521143551554, 83.66666666666667, 'Low Risk'),
(166642, 85, 16, '32:46.2', 37.20788700134677, 97.15506699557488, 138, 74, 71, 'Female', 53.74531413244136, 1.5388772223915061, 0.1237942773609882, 64, 22.695129363361993, 95.33333333333333, 'Low Risk'),
(166643, 65, 14, '31:46.2', 36.86859673439587, 98.15455312, 129, 86, 75, 'Male', 62.48353002019826, 1.8511723260735613, 0.075720347, 43, 18.233576298713572, 100.33333333333333, 'High Risk'),
(166644, 68, 14, '30:46.2', 36.668715896729445, 99.34790276173968, 124, 76, 48, 'Male', 51.54013850908178, 1.9188293791536162, 0.13055911304984974, 48, 13.998221546440995, 92, 'High Risk'),
(166645, 75, 13, '29:46.2', 37.259827224193366, 98.92500506731523, 113, 73, 84, 'Female', 98.04434113204965, 1.6591980128348696, 0.085211154, 40, 35.61443792089762, 86.33333333333333, 'High Risk'),
(166646, 82, 17, '28:46.2', 36.39921452982935, 98.04396619403175, 113, 80, 46, 'Female', 72.54765637280812, 1.6935994878732914, 0.073428529, 33, 25.29309410752926, 91, 'Low Risk'),
(166647, 87, 17, '27:46.2', 36.200502873856074, 97.03400982160133, 121, 80, 89, 'Female', 81.70339739, 1.8526335779713088, 0.077186893, 41, 23.804609057717972, 93.66666666666667, 'Low Risk'),
(166648, 93, 14, '26:46.2', 36.455981369693234, 98.84546388363424, 130, 75, 77, 'Male', 61.08913846641897, 1.5634991333052803, 0.149927184, 55, 24.99014124012524, 93.33333333333333, 'High Risk'),
(166649, 75, 13, '25:46.2', 36.393157463167086, 98.78891603350209, 128, 70, 23, 'Female', 85.25384712158875, 1.9516377654664727, 0.14882431015573122, 58, 22.38285900798029, 89.33333333333333, 'Low Risk'),
(166650, 92, 13, '24:46.2', 37.44454713905864, 97.70374999498553, 127, 73, 47, 'Female', 51.866280833483394, 1.8787668817976182, 0.058604353, 54, 14.693975630164845, 91, 'High Risk'),
(166651, 87, 16, '23:46.2', 37.05834330440311, 98.58168823126877, 120, 86, 48, 'Male', 52.31397585720196, 1.9779359184912058, 0.10442749925341066, 34, 13.371905333421342, 97.33333333333333, 'High Risk'),
(166652, 60, 18, '22:46.2', 36.886737034542605, 97.07930795071194, 139, 71, 42, 'Male', 67.50659543089074, 1.6142171396751006, 0.14798563378906493, 68, 25.907308525872445, 93.66666666666666, 'Low Risk'),
(166653, 72, 17, '21:46.2', 36.53711988980847, 96.56637933123334, 133, 77, 70, 'Male', 92.28059375162209, 1.7163985618076265, 0.062258395156197445, 56, 31.323775037796473, 95.66666666666666, 'High Risk'),
(166654, 83, 16, '20:46.2', 36.04681052163619, 97.03499178927048, 110, 70, 49, 'Female', 82.34027135607491, 1.9046023552848022, 0.11155943665370953, 40, 22.698839800677913, 83.33333333333333, 'Low Risk'),
(166655, 68, 17, '19:46.2', 36.68959743052748, 95.50652043294556, 136, 82, 49, 'Male', 76.59214173370567, 1.6396329813393096, 0.054347201, 54, 28.489899851899235, 100, 'Low Risk'),
(166656, 68, 14, '18:46.2', 36.46682007664599, 97.89520187, 121, 71, 45, 'Male', 98.86115094190424, 1.6753009476269303, 0.077543956, 50, 35.22410717870839, 87.66666666666666, 'High Risk'),
(166657, 82, 18, '17:46.2', 37.086405602814395, 98.73256687075201, 131, 83, 88, 'Female', 64.11565594827935, 1.5402949787714566, 0.073403862, 48, 27.024414311408666, 99, 'Low Risk'),
(166658, 93, 13, '16:46.2', 37.433797580531476, 96.81480615293853, 134, 80, 85, 'Male', 99.52665425288615, 1.6196650144881377, 0.14109590905540326, 54, 37.939272786645816, 98, 'High Risk'),
(166659, 78, 13, '15:46.2', 36.022169158611796, 98.82391415743375, 137, 84, 48, 'Female', 76.50755862830106, 1.8268233370401803, 0.064967529, 53, 22.925100165838746, 101.66666666666666, 'Low Risk'),
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(166836, 96, 13, '18:46.2', 36.00502212922678, 97.18098606146863, 131, 81, 27, 'Female', 51.70118563384216, 1.8088113060085123, 0.1474319843376075, 50, 15.802069763896862, 97.66666666666666, 'High Risk'),
(166837, 99, 13, '17:46.2', 36.099745765464675, 96.24729057085146, 130, 82, 73, 'Male', 53.02074932908288, 1.7359349279124041, 0.12580615755543328, 48, 17.594582998347274, 98, 'High Risk'),
(166838, 84, 15, '16:46.2', 36.00848925162928, 99.35679806263408, 133, 74, 41, 'Female', 77.70958495636162, 1.6217129653722262, 0.10798143578072586, 59, 29.547899399142835, 93.66666666666666, 'Low Risk'),
(166839, 72, 16, '15:46.2', 36.31008085142194, 98.52657299366058, 134, 85, 29, 'Female', 74.56965480249926, 1.786284003057187, 0.091075173, 49, 23.370129275165695, 101.33333333333333, 'Low Risk'),
(166840, 62, 19, '14:46.2', 36.853993491512966, 98.49348692195917, 118, 76, 61, 'Female', 91.89549603832226, 1.819024227904698, 0.057989188, 42, 27.77264604786117, 90, 'Low Risk'),
(166841, 64, 16, '13:46.2', 36.942138680422275, 99.16243607, 132, 79, 72, 'Female', 94.73423348452125, 1.9171702229086733, 0.093063321, 53, 25.774223816452615, 96.66666666666666, 'Low Risk'),
(166842, 72, 17, '12:46.2', 36.15663773392292, 95.00701373, 127, 77, 65, 'Female', 78.16284559039099, 1.5354788133372024, 0.051318545, 50, 33.15222682204452, 93.66666666666666, 'High Risk'),
(166843, 96, 19, '11:46.2', 36.5263999, 95.79252681656911, 136, 77, 37, 'Male', 94.95291239592231, 1.6982064837348692, 0.071174892, 59, 32.92511500528807, 96.66666666666666, 'High Risk'),
(166844, 84, 12, '10:46.2', 36.171891444316906, 98.02615865300336, 125, 76, 46, 'Male', 68.37401711586983, 1.5523393264266856, 0.082960041, 49, 28.37381786205048, 92.33333333333333, 'Low Risk'),
(166845, 71, 17, '09:46.2', 36.242691001949744, 98.74198215679844, 129, 83, 76, 'Male', 94.85985332332531, 1.9612115317751857, 0.071712525, 46, 24.66229977541952, 98.33333333333333, 'Low Risk'),
(166846, 90, 14, '08:46.2', 36.61846110062176, 99.79318906310684, 123, 79, 41, 'Female', 62.23566631520623, 1.9525361527135798, 0.1286289137047351, 44, 16.324548396705588, 93.66666666666667, 'High Risk'),
(166847, 93, 13, '07:46.2', 36.70469511205371, 98.51584947559004, 127, 72, 37, 'Female', 90.88166641601396, 1.8347355083151773, 0.1404202158267453, 55, 26.997860532532528, 90.33333333333333, 'High Risk'),
(166848, 88, 18, '06:46.2', 36.52309012686066, 98.24707367713017, 132, 84, 72, 'Male', 97.57780567220522, 1.5402347298578483, 0.075277897, 48, 41.13175344322654, 100, 'High Risk'),
(166849, 66, 18, '05:46.2', 36.07180021394956, 96.14380747933122, 133, 87, 44, 'Female', 85.06052044193464, 1.6291211242182897, 0.075079287, 46, 32.04950199014214, 102.33333333333333, 'High Risk'),
(166850, 95, 19, '04:46.2', 36.229422120924156, 99.17381802927916, 115, 75, 51, 'Female', 67.02550514, 1.9656901805450502, 0.13329610000273506, 40, 17.346424066893356, 88.33333333333333, 'High Risk'),
(166851, 71, 18, '03:46.2', 36.51882717944388, 95.7189896, 137, 89, 79, 'Male', 88.87438025106306, 1.5405262866223208, 0.090655393, 48, 37.44883905535631, 105, 'High Risk'),
(166852, 82, 12, '02:46.2', 37.45996751117391, 98.27343219458298, 123, 86, 43, 'Female', 98.76934501549695, 1.5070866114488166, 0.1320555717028205, 37, 43.485628403660826, 98.33333333333333, 'High Risk'),
(166853, 94, 13, '01:46.2', 36.89177616401727, 98.38088630408356, 126, 88, 73, 'Female', 91.20644767277153, 1.7792759622034158, 0.12087214182929892, 38, 28.80971207885704, 100.66666666666667, 'High Risk'),
(166854, 78, 14, '00:46.2', 36.01299670521064, 96.17435548844388, 132, 71, 76, 'Male', 91.67037234487563, 1.797409737462305, 0.14806722858544416, 61, 28.374931061663457, 91.33333333333333, 'Low Risk'),
(166855, 79, 13, '59:46.2', 36.787939007355796, 96.92815095657008, 133, 86, 70, 'Male', 82.61887771, 1.7183537124579775, 0.11257444083921822, 47, 27.980415556478526, 101.66666666666667, 'Low Risk'),
(166856, 73, 17, '58:46.2', 37.023509232860235, 95.53038911544148, 115, 80, 82, 'Male', 67.39654890409683, 1.7284122657343008, 0.11144037379476911, 35, 22.56020176641928, 91.66666666666667, 'Low Risk'),
(166857, 80, 17, '57:46.2', 37.21752776076164, 97.39154083856008, 114, 73, 42, 'Male', 67.00835370449425, 1.7635091906180502, 0.099704687, 41, 21.546339239837593, 86.66666666666667, 'Low Risk'),
(166858, 71, 18, '56:46.2', 36.50358265760431, 96.28208812775003, 131, 87, 74, 'Male', 77.73242499893405, 1.6783549151568815, 0.086570456, 44, 27.595267413001352, 101.66666666666667, 'Low Risk'),
(166859, 71, 12, '55:46.2', 36.767703716896776, 96.67391148, 118, 78, 58, 'Female', 53.756843661062426, 1.6979138950604309, 0.10082028400803827, 40, 18.646719432383396, 91.33333333333333, 'Low Risk'),
(166860, 87, 14, '54:46.2', 36.59675209728174, 99.59961292, 115, 79, 84, 'Female', 55.23724758947732, 1.8825549765099876, 0.11151531663787256, 36, 15.586072583629567, 91, 'High Risk'),
(166861, 98, 12, '53:46.2', 36.37890154613354, 96.52073607088519, 121, 78, 71, 'Female', 81.27066071, 1.517912646299591, 0.070155714, 43, 35.272824046429314, 92.33333333333333, 'High Risk'),
(166862, 96, 17, '52:46.2', 36.62654067, 99.33840611433143, 114, 71, 70, 'Female', 79.38523988, 1.8977755249476782, 0.085291529, 43, 22.04195333921775, 85.33333333333333, 'High Risk'),
(166863, 70, 12, '51:46.2', 36.49481695571079, 95.12314354004319, 129, 80, 81, 'Male', 84.0135658, 1.587116576313886, 0.086082728, 49, 33.35275880152424, 96.33333333333333, 'High Risk'),
(166864, 72, 12, '50:46.2', 37.16547211741659, 96.07850826160855, 124, 86, 85, 'Male', 92.23725375402239, 1.582229873445936, 0.11508517177760293, 38, 36.84403650496518, 98.66666666666667, 'High Risk'),
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(166867, 75, 13, '47:46.2', 36.880674236247174, 97.51107904238675, 130, 81, 73, 'Female', 63.651680012640156, 1.563776440434346, 0.11380502991262466, 49, 26.02918314395392, 97.33333333333333, 'Low Risk'),
(166868, 86, 16, '46:46.2', 36.200144464857786, 99.00846736915351, 127, 81, 69, 'Male', 70.65322465, 1.6757978393699116, 0.092337737, 46, 25.158731240380305, 96.33333333333333, 'Low Risk'),
(166869, 68, 19, '45:46.2', 36.23266866932433, 99.26713565455556, 135, 80, 31, 'Female', 53.62514678160459, 1.6472724285355853, 0.11084708079617156, 55, 19.76230670328443, 98.33333333333333, 'Low Risk'),
(166870, 77, 15, '44:46.2', 37.32630514966234, 97.46914411999218, 137, 89, 23, 'Male', 67.23553645344165, 1.8772669765569168, 0.071400539, 48, 19.07861277, 105, 'Low Risk'),
(166871, 65, 19, '43:46.2', 36.80343262822324, 96.27638091782762, 136, 81, 49, 'Female', 52.61992643523431, 1.9324656865051975, 0.14793562986177478, 55, 14.090508109278886, 99.33333333333333, 'High Risk'),
(166872, 71, 17, '42:46.2', 36.451932120158844, 97.27133669077519, 115, 80, 44, 'Male', 68.00828753914602, 1.6536908263656054, 0.099402528, 35, 24.86870696449303, 91.66666666666667, 'Low Risk'),
(166873, 71, 16, '41:46.2', 37.288773892415165, 97.99749634287231, 121, 73, 68, 'Male', 92.89346581077496, 1.6784537576119576, 0.14716860029517004, 48, 32.973603029040056, 89, 'High Risk'),
(166874, 99, 12, '40:46.2', 36.11096688028174, 99.98554922930121, 111, 78, 73, 'Female', 51.75006027834958, 1.6115939142905107, 0.051061385486949766, 33, 19.92505929676446, 89, 'High Risk'),
(166875, 81, 14, '39:46.2', 36.392396046980586, 98.15343189045488, 138, 86, 87, 'Female', 99.69179793, 1.7938549424540082, 0.12698945768895803, 52, 30.98024054339371, 103.33333333333333, 'High Risk'),
(166876, 73, 14, '38:46.2', 36.63740870665823, 97.33483873849185, 121, 86, 28, 'Male', 68.06021572, 1.6304446693687764, 0.07163623, 35, 25.60243020537316, 97.66666666666667, 'Low Risk'),
(166877, 84, 19, '37:46.2', 36.175511077743664, 95.17583052023527, 113, 83, 76, 'Male', 88.05570449204342, 1.607203312235844, 0.077328042, 30, 34.08912535987668, 93, 'High Risk'),
(166878, 87, 12, '36:46.2', 36.837264550182304, 96.89864575, 122, 73, 35, 'Male', 55.93859811497035, 1.5079055278856819, 0.14187200569544217, 49, 24.601597658148506, 89.33333333333333, 'Low Risk'),
(166879, 63, 16, '35:46.2', 36.80750772408474, 97.16353437975089, 133, 76, 44, 'Male', 74.00184073744246, 1.6944569044821507, 0.065395513, 57, 25.77397880215199, 95, 'Low Risk'),
(166880, 66, 13, '34:46.2', 36.17824158, 99.11199730391198, 126, 83, 84, 'Female', 83.67583432733682, 1.8549619867732774, 0.13878741681209256, 43, 24.31812145, 97.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(166882, 86, 15, '32:46.2', 36.224779002669585, 96.66858715386074, 110, 89, 43, 'Male', 70.76162331, 1.818032668832882, 0.13021535597874145, 21, 21.408903344222477, 96, 'Low Risk'),
(166883, 61, 12, '31:46.2', 36.596623570382484, 98.72860723086002, 126, 79, 21, 'Male', 53.514284888786264, 1.5658623076517597, 0.092597265, 47, 21.825418797266213, 94.66666666666667, 'Low Risk'),
(166884, 86, 16, '30:46.2', 37.30986489329865, 99.86015190585499, 131, 85, 63, 'Male', 79.44915563, 1.638611239583474, 0.071598619, 46, 29.58948640873727, 100.33333333333333, 'Low Risk'),
(166885, 71, 17, '29:46.2', 36.42784436754424, 95.24703090322099, 122, 75, 23, 'Male', 57.48506738070083, 1.658651607, 0.076631547, 47, 20.895111692229236, 90.66666666666667, 'Low Risk'),
(166886, 71, 15, '28:46.2', 36.948175988029064, 96.225684, 125, 85, 29, 'Female', 75.63743549, 1.5898388497382223, 0.069523357, 40, 29.924753724028715, 98.33333333333333, 'Low Risk'),
(166887, 60, 15, '27:46.2', 37.075292828253644, 99.99671377772013, 130, 77, 29, 'Female', 56.82150551325119, 1.630214956279442, 0.086366749, 53, 21.380752682882342, 94.66666666666666, 'Low Risk'),
(166888, 70, 16, '26:46.2', 36.90060530057969, 97.94922307196212, 124, 81, 55, 'Male', 72.46012446633016, 1.7382850543572195, 0.10033536582222757, 43, 23.980436465729415, 95.33333333333333, 'Low Risk'),
(166889, 78, 19, '25:46.2', 36.968735157157276, 99.59779706, 132, 77, 51, 'Female', 92.46270730979106, 1.6042833466987731, 0.094012547, 55, 35.92563513202527, 95.33333333333333, 'High Risk'),
(166890, 72, 13, '24:46.2', 36.013260067827154, 98.11358105, 134, 77, 51, 'Male', 98.21483093813757, 1.5439887078976815, 0.063085424, 57, 41.19920482330445, 96, 'High Risk'),
(166891, 68, 18, '23:46.2', 36.19784384660033, 98.32196696672996, 110, 73, 74, 'Female', 81.67794116855056, 1.859331953656475, 0.1151483145963282, 37, 23.626038981237343, 85.33333333333333, 'Low Risk'),
(166892, 63, 12, '22:46.2', 36.364453664659095, 96.82970333195425, 122, 74, 40, 'Female', 77.74911128881519, 1.9989821950107975, 0.058226191919942785, 48, 19.45707629250195, 90, 'Low Risk'),
(166893, 95, 19, '21:46.2', 37.17844891732235, 98.45204325, 110, 72, 65, 'Female', 61.745225872803545, 1.8475377865361142, 0.13693083943564024, 38, 18.089090212776036, 84.66666666666667, 'High Risk'),
(166894, 64, 13, '20:46.2', 36.55030537699076, 95.80591304675552, 126, 84, 69, 'Female', 66.0322266, 1.6058666531410206, 0.06482298, 42, 25.605719421154454, 98, 'Low Risk'),
(166895, 70, 12, '19:46.2', 36.60636859293315, 97.68497080583269, 115, 76, 50, 'Female', 60.267566308171624, 1.9032502894948802, 0.099450751, 39, 16.637644688942714, 89, 'High Risk'),
(166896, 93, 16, '18:46.2', 37.26227375927125, 99.47842332734236, 129, 71, 21, 'Male', 94.74372436535035, 1.802757997, 0.110074284, 58, 29.15248572984984, 90.33333333333333, 'High Risk'),
(166897, 89, 19, '17:46.2', 37.30104065836145, 97.72740999703899, 117, 83, 84, 'Male', 69.09788078502733, 1.9747587006426772, 0.1472770469818364, 34, 17.71889587134715, 94.33333333333333, 'High Risk'),
(166898, 73, 17, '16:46.2', 37.46397053835829, 95.53741047947115, 134, 84, 48, 'Female', 96.60671386787791, 1.5937552601220686, 0.13537433759766906, 50, 38.03330335, 100.66666666666666, 'High Risk'),
(166899, 99, 19, '15:46.2', 37.024433813038804, 99.88584332066597, 113, 89, 67, 'Male', 85.44362365894935, 1.9760601916915994, 0.11741718516059714, 24, 21.881612353044783, 97, 'High Risk'),
(166900, 94, 18, '14:46.2', 37.07798106479758, 98.77423802031358, 126, 81, 82, 'Male', 62.59460041670422, 1.994874408742659, 0.13225272069126648, 45, 15.729168082645513, 96, 'High Risk'),
(166901, 77, 14, '13:46.2', 37.306962042426996, 97.74200945674838, 128, 79, 27, 'Female', 70.71143282868705, 1.5968511382683546, 0.13790810131755835, 49, 27.73069620292432, 95.33333333333333, 'Low Risk'),
(166902, 62, 12, '12:46.2', 37.16260812064456, 95.92765564530836, 139, 82, 31, 'Female', 66.56227084660517, 1.9114024541492074, 0.083145852, 57, 18.21897129, 101, 'High Risk'),
(166903, 84, 12, '11:46.2', 37.196019971895296, 97.76762802934324, 127, 75, 60, 'Female', 88.34590393634981, 1.5810461020075786, 0.12615436495327106, 52, 35.34250687351484, 92.33333333333333, 'High Risk'),
(166904, 99, 19, '10:46.2', 36.47571417292913, 96.11821091123379, 116, 74, 47, 'Female', 53.562669593084564, 1.5038372319463273, 0.1327059382695761, 42, 23.684299734438703, 88, 'High Risk'),
(166905, 77, 12, '09:46.2', 36.873291869155835, 97.56753062419111, 125, 88, 48, 'Male', 96.01590834012578, 1.8775022065251394, 0.083703328, 37, 27.23844323845383, 100.33333333333333, 'Low Risk'),
(166906, 74, 16, '08:46.2', 37.49540538773608, 99.74682635564702, 124, 80, 83, 'Female', 85.52646995, 1.552687147439275, 0.086350492, 44, 35.47583538173802, 94.66666666666667, 'High Risk'),
(166907, 72, 16, '07:46.2', 37.22215355415568, 98.27432377159563, 137, 80, 65, 'Female', 84.50393532, 1.7469939198170161, 0.067382047, 57, 27.688163282032182, 99, 'Low Risk'),
(166908, 78, 14, '06:46.2', 36.34300693928177, 99.92254676390908, 113, 80, 29, 'Female', 57.542765848438606, 1.6390612491519225, 0.10214730879104028, 33, 21.419058021252475, 91, 'Low Risk'),
(166909, 95, 16, '05:46.2', 37.154053372749864, 95.36370056271063, 113, 83, 57, 'Male', 68.44904024409186, 1.686887784813374, 0.14648971603994249, 30, 24.054424796663955, 93, 'High Risk'),
(166910, 82, 16, '04:46.2', 36.40076663831302, 95.21173594146721, 130, 87, 26, 'Female', 71.90428305521164, 1.6537861353485779, 0.06610023, 43, 26.29033178994038, 101.33333333333333, 'Low Risk'),
(166911, 64, 16, '03:46.2', 36.02796509121053, 97.88039356320036, 122, 76, 88, 'Male', 88.59770546940783, 1.937790565653401, 0.142614979, 46, 23.594392524336314, 91.33333333333333, 'Low Risk'),
(166912, 65, 16, '02:46.2', 36.44227249, 95.82851858212015, 127, 85, 71, 'Female', 76.39430846726952, 1.8031233339316843, 0.10101342418026596, 42, 23.496876641548848, 99, 'Low Risk'),
(166913, 86, 19, '01:46.2', 36.19338561904961, 96.25429187818317, 139, 86, 37, 'Male', 80.07995331195423, 1.774429090607625, 0.10055552692191083, 53, 25.433522511612612, 103.66666666666666, 'Low Risk'),
(166914, 60, 15, '00:46.2', 36.29415948425406, 96.2225006, 126, 82, 29, 'Female', 65.85674076, 1.6796947027254063, 0.11861133531332337, 44, 23.34207867756697, 96.66666666666667, 'Low Risk'),
(166915, 74, 15, '59:46.2', 37.46751019807991, 96.16580500288454, 127, 72, 24, 'Female', 54.67827849654312, 1.523674733484085, 0.071357843, 55, 23.552136026148847, 90.33333333333333, 'Low Risk'),
(166916, 98, 16, '58:46.2', 36.560571115927225, 95.99955953347448, 120, 78, 51, 'Male', 77.08201753112067, 1.5558023499427032, 0.12258569629176545, 42, 31.845218057150937, 92, 'High Risk'),
(166917, 73, 19, '57:46.2', 37.39742863420389, 97.40147485548223, 129, 87, 33, 'Male', 92.79464551041534, 1.6238717801338147, 0.072303306, 42, 35.19001465828766, 101, 'High Risk'),
(166918, 67, 19, '56:46.2', 37.430540807498005, 95.43309637531812, 118, 70, 36, 'Male', 52.44794244208871, 1.6996604111588562, 0.10056635166644992, 48, 18.15532959493212, 86, 'High Risk'),
(166919, 62, 19, '55:46.2', 37.484035195038814, 96.35031099750219, 132, 86, 84, 'Female', 89.68991335586583, 1.706213943005584, 0.063963753, 46, 30.808931115933685, 101.33333333333333, 'High Risk'),
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(167096, 73, 19, '58:46.2', 36.85973752654875, 98.48121638443891, 130, 89, 61, 'Female', 94.87670177852095, 1.6416878062809586, 0.1376302404981472, 41, 35.20289934696596, 102.66666666666667, 'High Risk'),
(167097, 76, 12, '57:46.2', 37.32636661509349, 99.34617131471636, 135, 73, 83, 'Male', 80.57881383653864, 1.9814143879665282, 0.082151211, 62, 20.524389388359523, 93.66666666666666, 'Low Risk'),
(167098, 63, 15, '56:46.2', 36.940027053205704, 96.42133917, 117, 79, 18, 'Female', 91.58558155615674, 1.800652311999563, 0.083964318, 38, 28.246678150403376, 91.66666666666667, 'Low Risk'),
(167099, 65, 12, '55:46.2', 36.96616875220303, 95.57148092503748, 114, 75, 67, 'Male', 62.673451911251135, 1.9169816450758241, 0.10755187175722951, 39, 17.054842228473643, 88, 'High Risk'),
(167100, 65, 13, '54:46.2', 36.90698811756092, 96.31898022241954, 117, 75, 59, 'Female', 56.18334756336035, 1.9259959556174588, 0.074442192, 42, 15.145962265688297, 89, 'High Risk'),
(167101, 64, 16, '53:46.2', 36.30576983026827, 97.87801190334176, 134, 89, 70, 'Male', 62.11384719742699, 1.7630851077957908, 0.069537793, 45, 19.982134373075613, 104, 'Low Risk'),
(167102, 92, 16, '52:46.2', 36.482108076643335, 99.49338693911884, 122, 70, 89, 'Male', 58.08974257674276, 1.660086715748891, 0.11572976566135536, 52, 21.07841269469618, 87.33333333333333, 'High Risk'),
(167103, 97, 14, '51:46.2', 37.079792797347665, 99.38859764211198, 134, 88, 30, 'Male', 77.05207835677706, 1.7472338395485714, 0.10740442922017723, 46, 25.239589836960132, 103.33333333333333, 'High Risk'),
(167104, 65, 13, '50:46.2', 36.657543994633606, 99.69633521, 130, 71, 40, 'Male', 94.63802314671481, 1.7869891889074783, 0.079184432, 59, 29.63615174128476, 90.66666666666666, 'Low Risk'),
(167105, 60, 19, '49:46.2', 37.07911877854742, 95.71733795249463, 110, 72, 66, 'Male', 74.39560355846832, 1.5455822274933424, 0.065262343, 38, 31.14318611074326, 84.66666666666667, 'High Risk'),
(167106, 83, 15, '48:46.2', 37.06935457412162, 95.77512356658342, 136, 86, 81, 'Male', 94.49708943889823, 1.8393607993041374, 0.085666281, 50, 27.93087744345038, 102.66666666666666, 'Low Risk'),
(167107, 70, 19, '47:46.2', 37.21726831342053, 97.70715228569475, 131, 77, 22, 'Male', 98.49743019028276, 1.5320230667872436, 0.082620554, 54, 41.96568257277186, 95, 'High Risk'),
(167108, 61, 17, '46:46.2', 37.201787328212454, 99.56671363, 131, 77, 50, 'Female', 59.45918401301761, 1.6635297636366166, 0.097887863, 54, 21.48610994310952, 95, 'Low Risk'),
(167109, 82, 14, '45:46.2', 36.19180712, 96.3801791, 137, 86, 82, 'Male', 73.95690439927299, 1.5715011127052048, 0.14570867793937592, 51, 29.94672530822445, 103, 'Low Risk'),
(167110, 90, 16, '44:46.2', 36.415204916273744, 95.84471364325924, 110, 83, 55, 'Female', 87.14991563793825, 1.7975554230854693, 0.11840840717591083, 27, 26.971331802692198, 92, 'Low Risk'),
(167111, 69, 12, '43:46.2', 37.445649873413934, 95.94795707756352, 110, 76, 42, 'Male', 56.10711320142867, 1.717428109216428, 0.09845813, 34, 19.02220206421746, 87.33333333333333, 'Low Risk'),
(167112, 88, 12, '42:46.2', 36.17257486723065, 99.00836589180044, 124, 73, 64, 'Male', 86.06200005203469, 1.5965292057381353, 0.062528121, 51, 33.764296044249406, 90, 'High Risk'),
(167113, 83, 12, '41:46.2', 37.14292969835869, 95.76846706679619, 126, 83, 30, 'Female', 75.33667281974994, 1.9563871605857115, 0.10952639063740655, 43, 19.683250886721833, 97.33333333333333, 'Low Risk'),
(167114, 88, 15, '40:46.2', 36.43494340520027, 98.99878292277036, 116, 85, 21, 'Male', 65.58822056101214, 1.63555541, 0.080271845, 31, 24.518580574387666, 95.33333333333333, 'Low Risk'),
(167115, 66, 19, '39:46.2', 37.49725673126932, 95.56026749442485, 110, 71, 71, 'Male', 68.19750732213748, 1.8897831387968465, 0.11498319532211683, 39, 19.096094781212962, 84, 'Low Risk'),
(167116, 99, 12, '38:46.2', 36.72593412986599, 97.89051984857053, 122, 88, 49, 'Male', 81.53131716140464, 1.5583891357292758, 0.059176242455737986, 34, 33.57164598363082, 99.33333333333333, 'High Risk'),
(167117, 68, 17, '37:46.2', 37.40552814049888, 97.24507909647835, 125, 74, 23, 'Male', 55.50788108266672, 1.6070067541337192, 0.1322632621638779, 51, 21.494099009269693, 91, 'Low Risk'),
(167118, 78, 14, '36:46.2', 37.48745173712685, 99.37937316256155, 111, 71, 48, 'Female', 50.47217562031042, 1.6035139760450257, 0.055484352, 40, 19.62937746764631, 84.33333333333333, 'Low Risk'),
(167119, 76, 13, '35:46.2', 37.34933665582233, 95.56619151799892, 138, 78, 74, 'Female', 74.50891381400523, 1.624827126487158, 0.050766433, 60, 28.222397883844366, 98, 'Low Risk'),
(167120, 90, 14, '34:46.2', 36.13822351771838, 95.50765628353801, 116, 77, 82, 'Male', 95.10614304527729, 1.5067869867096015, 0.090277244, 39, 41.88946830613355, 90, 'High Risk'),
(167121, 79, 19, '33:46.2', 36.198327609909526, 95.93880536013849, 124, 87, 30, 'Female', 93.49399842183928, 1.770520909556948, 0.082249858, 37, 29.825079731366067, 99.33333333333333, 'Low Risk'),
(167122, 68, 12, '32:46.2', 36.444427502469345, 96.03163089030363, 120, 82, 26, 'Female', 58.42783989701048, 1.7135233480994578, 0.054038947, 38, 19.899390644651188, 94.66666666666667, 'Low Risk'),
(167123, 90, 15, '31:46.2', 36.74176775, 98.19559191975841, 122, 85, 49, 'Male', 80.93013714860454, 1.6537680325966368, 0.077001619, 37, 29.59109872216383, 97.33333333333333, 'Low Risk'),
(167124, 80, 12, '30:46.2', 37.0382186, 98.97867283023427, 121, 83, 72, 'Male', 61.74514222039681, 1.947470339641062, 0.123866332, 38, 16.280250811321306, 95.66666666666667, 'High Risk'),
(167125, 91, 15, '29:46.2', 37.05854004766892, 97.95402315479458, 120, 77, 40, 'Male', 50.56624719968739, 1.8196290223345595, 0.11289990432606599, 43, 15.271968280750869, 91.33333333333333, 'High Risk'),
(167126, 94, 13, '28:46.2', 37.384595054415804, 96.27080366, 112, 89, 89, 'Male', 95.25430491213305, 1.5085550489468273, 0.051009711, 23, 41.856439915667835, 96.66666666666667, 'High Risk'),
(167127, 98, 16, '27:46.2', 36.694555050480474, 98.59306909145394, 131, 71, 34, 'Male', 54.686555553574166, 1.8422902573286546, 0.057871068, 60, 16.112556723359706, 91, 'High Risk'),
(167128, 89, 16, '26:46.2', 36.51473792833926, 95.95557935, 126, 80, 26, 'Male', 52.87503540343455, 1.9392423797232534, 0.11992170390770182, 46, 14.060037663748341, 95.33333333333333, 'High Risk'),
(167129, 62, 17, '25:46.2', 36.705773703284514, 95.30470430327276, 110, 80, 28, 'Female', 69.75099119834806, 1.8653992110572617, 0.12107630622906304, 30, 20.04503440694607, 90, 'Low Risk'),
(167130, 68, 17, '24:46.2', 36.97177069755152, 95.18570473348808, 114, 88, 61, 'Male', 70.63267026, 1.730006983041927, 0.13091791243263828, 26, 23.599886414529188, 96.66666666666667, 'Low Risk'),
(167131, 94, 17, '23:46.2', 36.12044169812814, 97.17090411, 112, 80, 73, 'Female', 80.86204248602989, 1.6476218432497467, 0.1400623192897948, 32, 29.787196132897684, 90.66666666666667, 'High Risk'),
(167132, 84, 15, '22:46.2', 36.43894240499974, 99.71122146453122, 123, 77, 54, 'Male', 81.9351344, 1.6023528790903487, 0.10512293025399469, 46, 31.911986556595387, 92.33333333333333, 'High Risk'),
(167133, 82, 15, '21:46.2', 36.241364597768346, 95.43986574298698, 112, 78, 57, 'Female', 95.56208066668353, 1.9738628443431134, 0.10509990954443682, 34, 24.527407863637787, 89.33333333333333, 'Low Risk'),
(167134, 67, 14, '20:46.2', 36.71340238900087, 95.34294400842211, 117, 83, 34, 'Female', 70.97106431704303, 1.526518776153765, 0.071375331, 34, 30.456291269191535, 94.33333333333333, 'High Risk'),
(167135, 89, 12, '19:46.2', 37.286565368001625, 95.92138203410553, 125, 87, 84, 'Female', 75.456511, 1.738633118835368, 0.085124949, 38, 24.96208306, 99.66666666666667, 'Low Risk'),
(167136, 86, 15, '18:46.2', 36.91439866903592, 98.92633498, 114, 82, 85, 'Male', 77.54132540862234, 1.6115007971747373, 0.072221825, 32, 29.858787687893663, 92.66666666666667, 'Low Risk'),
(167137, 66, 13, '17:46.2', 37.47223563182064, 95.03114611, 117, 70, 25, 'Male', 69.73537334802785, 1.720492386123253, 0.059063344, 47, 23.558499207599983, 85.66666666666667, 'Low Risk'),
(167138, 65, 13, '16:46.2', 36.12304162512209, 95.04615894541791, 135, 85, 54, 'Male', 86.23248538247913, 1.9585103279801193, 0.071981596, 50, 22.481183539967596, 101.66666666666666, 'Low Risk'),
(167139, 98, 17, '15:46.2', 36.500933266702326, 95.73111503935071, 139, 72, 43, 'Male', 92.86822736635293, 1.8000505705242444, 0.14473428858855708, 67, 28.661422644952886, 94.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(167141, 63, 12, '13:46.2', 36.31303229489409, 99.02489110164507, 113, 85, 48, 'Male', 92.24801786814223, 1.5312879355699613, 0.14621252922764477, 28, 39.34081217076712, 94.33333333333333, 'High Risk'),
(167142, 89, 12, '12:46.2', 36.96869317122823, 97.16471445329117, 124, 85, 69, 'Male', 56.05760502688373, 1.8741306470227106, 0.1375541077641279, 39, 15.960070818483725, 98, 'High Risk'),
(167143, 71, 19, '11:46.2', 37.494015668603254, 97.91899361645326, 135, 77, 86, 'Female', 61.599263105122276, 1.631120368833661, 0.1294091026051192, 58, 23.152798639713197, 96.33333333333333, 'Low Risk'),
(167144, 81, 16, '10:46.2', 37.41847750795727, 98.59737558644647, 129, 82, 65, 'Male', 80.59162638185396, 1.765225410514991, 0.14422589260338317, 47, 25.863635979869787, 97.66666666666667, 'Low Risk'),
(167145, 81, 12, '09:46.2', 36.45418953070147, 95.70542624811577, 118, 83, 28, 'Female', 69.59695419727869, 1.8543496418433456, 0.10946251080314501, 35, 20.239835774049617, 94.66666666666667, 'Low Risk'),
(167146, 63, 17, '08:46.2', 36.125561176940735, 99.9698409, 123, 75, 89, 'Male', 66.48407694, 1.9407283069288161, 0.12959341284081488, 48, 17.651766040585763, 91, 'High Risk'),
(167147, 67, 15, '07:46.2', 36.40888744591575, 96.44511182466351, 122, 89, 79, 'Male', 55.02191358903063, 1.8897768740184464, 0.14057811394003394, 33, 15.406877532055741, 100, 'High Risk'),
(167148, 89, 14, '06:46.2', 36.369128838550466, 97.99780670315539, 122, 80, 38, 'Male', 65.57318710239923, 1.6418878422928977, 0.10335074839821978, 42, 24.324242162215842, 94, 'Low Risk'),
(167149, 67, 19, '05:46.2', 37.113841175489625, 99.87590339647628, 116, 73, 54, 'Male', 88.26591655360828, 1.737111041465591, 0.090353404, 43, 29.250808442639837, 87.33333333333333, 'Low Risk'),
(167150, 87, 15, '04:46.2', 37.211511610054295, 99.18977604200124, 123, 78, 60, 'Female', 60.59934631981095, 1.8730435115313468, 0.13218207685864108, 45, 17.273176345456598, 93, 'High Risk'),
(167151, 68, 13, '03:46.2', 37.355023798791365, 95.00927179766074, 124, 84, 72, 'Female', 84.35997432590707, 1.7139855478707238, 0.1444014177149474, 40, 28.715879849769397, 97.33333333333333, 'Low Risk'),
(167152, 87, 13, '02:46.2', 37.44355616815579, 98.24850139, 137, 71, 19, 'Female', 58.37809132666721, 1.7819285422207456, 0.087652976, 66, 18.38524083069562, 93, 'High Risk'),
(167153, 71, 14, '01:46.2', 37.30134593590166, 96.55464869030936, 113, 78, 23, 'Male', 62.522519679711976, 1.5584330603440628, 0.052163701, 35, 25.74305986005214, 89.66666666666667, 'Low Risk'),
(167154, 92, 12, '00:46.2', 36.272640028690766, 98.71531977772955, 131, 85, 74, 'Female', 88.61943201936589, 1.5693877558025426, 0.14152879625880485, 46, 35.98060340275255, 100.33333333333333, 'High Risk'),
(167155, 62, 18, '59:46.2', 37.18137722333345, 96.44078314741361, 137, 88, 35, 'Female', 87.74027742085039, 1.915269410673608, 0.14264773161315825, 49, 23.91879288798375, 104.33333333333333, 'Low Risk'),
(167156, 87, 16, '58:46.2', 36.592941137400274, 97.09936374821734, 112, 88, 23, 'Male', 90.72407075, 1.6208945116304676, 0.094803853, 24, 34.53130768, 96, 'High Risk'),
(167157, 81, 15, '57:46.2', 37.06179994608019, 96.16771178268625, 134, 82, 80, 'Female', 64.45500720408626, 1.8970016262063205, 0.10899316779815083, 52, 17.911058605119326, 99.33333333333333, 'High Risk'),
(167158, 77, 12, '56:46.2', 37.45628007783433, 95.45896608344516, 137, 71, 27, 'Female', 85.89772439287353, 1.541777209509012, 0.058466431, 66, 36.135861691643434, 93, 'High Risk'),
(167159, 61, 14, '55:46.2', 36.892699385134286, 96.61613107653415, 124, 87, 58, 'Female', 52.63108555522659, 1.5489368393197265, 0.055585222, 37, 21.936882537238407, 99.33333333333333, 'Low Risk'),
(167160, 62, 14, '54:46.2', 36.35770749653749, 96.74834806742707, 114, 71, 64, 'Female', 65.59826512144805, 1.7371331965880303, 0.054502489828322315, 43, 21.738326845346677, 85.33333333333333, 'Low Risk'),
(167161, 70, 18, '53:46.2', 36.80979021176855, 99.09422295435668, 128, 75, 18, 'Male', 57.11513088600104, 1.7090906183086356, 0.063557805, 53, 19.553341978379432, 92.66666666666666, 'Low Risk'),
(167162, 90, 13, '52:46.2', 36.55310278348768, 99.98054310680806, 132, 74, 64, 'Female', 70.40436901590908, 1.6396097168552466, 0.11953760231937823, 58, 26.188983602282548, 93.33333333333333, 'Low Risk'),
(167163, 86, 12, '51:46.2', 37.37979766919008, 96.69791567013743, 115, 85, 32, 'Male', 86.02019412078938, 1.6897936654773025, 0.095115894, 30, 30.125416696116222, 95, 'High Risk'),
(167164, 94, 17, '50:46.2', 37.37180518762357, 96.75585527696194, 123, 70, 20, 'Male', 66.66461090491235, 1.7276427922707278, 0.056391884, 53, 22.335076453286597, 87.66666666666666, 'High Risk'),
(167165, 81, 19, '49:46.2', 36.21219577055653, 96.96290913567478, 127, 83, 84, 'Female', 72.29937256106321, 1.923493858470753, 0.10319938033956622, 44, 19.541276074352034, 97.66666666666667, 'Low Risk'),
(167166, 69, 15, '48:46.2', 37.30368461681413, 96.39422016865659, 137, 80, 55, 'Male', 56.20111899252869, 1.9533597943015357, 0.091485229, 57, 14.729244581398449, 99, 'High Risk'),
(167167, 70, 16, '47:46.2', 36.55856852509597, 96.95592077, 123, 83, 37, 'Female', 57.17734132999379, 1.653336561466864, 0.10505277177592562, 40, 20.917097362693706, 96.33333333333333, 'Low Risk'),
(167168, 94, 15, '46:46.2', 37.385466229667934, 98.12108678, 127, 73, 21, 'Female', 55.42388650161522, 1.569463771066899, 0.12252411060109285, 54, 22.500614889530873, 91, 'High Risk'),
(167169, 81, 12, '45:46.2', 36.41330597752582, 97.06898165799353, 126, 72, 32, 'Female', 91.08969933, 1.6192005529954403, 0.082764821, 54, 34.743053220853575, 90, 'High Risk'),
(167170, 77, 12, '44:46.2', 37.104756035575875, 96.71494706774934, 116, 80, 39, 'Female', 89.35367434564691, 1.513128790533525, 0.11183886981937499, 36, 39.02659185447109, 92, 'High Risk'),
(167171, 65, 14, '43:46.2', 36.97545338128507, 99.54415382892924, 110, 74, 39, 'Female', 62.323022071950646, 1.729124733699151, 0.056485931151797245, 36, 20.844710036745454, 86, 'Low Risk'),
(167172, 88, 15, '42:46.2', 36.55700546990616, 95.60870729814975, 131, 86, 88, 'Male', 81.10919437683962, 1.7924248351247867, 0.12265860142082523, 45, 25.245744485783884, 101, 'Low Risk'),
(167173, 79, 17, '41:46.2', 36.47507924, 96.84647519228125, 134, 74, 68, 'Male', 55.023660541366155, 1.7114877880881516, 0.057971391, 60, 18.78459646226815, 94, 'Low Risk'),
(167174, 87, 18, '40:46.2', 37.02441227882754, 96.3705602, 124, 82, 35, 'Female', 71.19206679349415, 1.7811168245039837, 0.13765400910427245, 42, 22.441236837525537, 96, 'Low Risk'),
(167175, 70, 17, '39:46.2', 37.27679376663607, 99.14863301030498, 123, 81, 78, 'Male', 50.82235579140906, 1.8689732412848903, 0.10888751974856052, 42, 14.549518640327527, 95, 'High Risk'),
(167176, 82, 12, '38:46.2', 36.68573969612055, 98.28433107810741, 129, 83, 34, 'Female', 93.08926246933578, 1.7339840765166592, 0.11116252577705377, 46, 30.960600789556608, 98.33333333333333, 'High Risk'),
(167177, 67, 15, '37:46.2', 36.86953016668108, 98.18691037448794, 123, 71, 20, 'Female', 52.68174929457281, 1.5812640404893694, 0.055268525, 52, 21.069362619484576, 88.33333333333333, 'Low Risk'),
(167178, 75, 16, '36:46.2', 36.38853654519183, 99.85127967166451, 128, 87, 57, 'Female', 58.82469448124477, 1.8983310648925982, 0.11360364308778205, 41, 16.32359348580481, 100.66666666666667, 'High Risk'),
(167179, 76, 16, '35:46.2', 36.55897226, 97.10796386177313, 134, 82, 71, 'Male', 92.79099589191159, 1.7682304870669978, 0.082374446, 52, 29.67755287642008, 99.33333333333333, 'Low Risk'),
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(167357, 74, 12, '37:46.2', 36.14471966016111, 95.50204468349882, 124, 82, 65, 'Male', 84.71617106912699, 1.778122515324013, 0.10947902106194699, 42, 26.79433335546855, 96, 'Low Risk'),
(167358, 96, 16, '36:46.2', 36.834652562016345, 98.06156281747793, 116, 89, 18, 'Female', 87.26124673750014, 1.5779149892395834, 0.13158622262233516, 27, 35.047271278966385, 98, 'High Risk'),
(167359, 80, 14, '35:46.2', 36.108477369130284, 98.98971567307743, 114, 74, 26, 'Female', 84.53389620960999, 1.5889912623818236, 0.058466127, 40, 33.48018646520529, 87.33333333333333, 'High Risk'),
(167360, 64, 13, '34:46.2', 36.99252618968916, 97.24708346173925, 126, 78, 36, 'Female', 98.55689860067261, 1.631668630986946, 0.12081098860657492, 48, 37.01886508232422, 94, 'High Risk'),
(167361, 89, 19, '33:46.2', 37.070986908943325, 95.65601968387712, 117, 76, 22, 'Female', 58.93242767038264, 1.8975583846879045, 0.14828080205905858, 41, 16.366809868006765, 89.66666666666667, 'High Risk'),
(167362, 72, 18, '32:46.2', 36.90587671050198, 96.19170272267087, 111, 85, 81, 'Male', 51.19280535197006, 1.5941904863107945, 0.11577149064242935, 26, 20.143201785434954, 93.66666666666667, 'Low Risk'),
(167363, 68, 15, '31:46.2', 37.24613222416386, 96.04330020894636, 130, 76, 26, 'Female', 89.34246197752215, 1.8936077423853077, 0.14970664178336737, 54, 24.91597432913049, 94, 'Low Risk'),
(167364, 78, 12, '30:46.2', 37.363303283748834, 98.20993389367929, 117, 84, 77, 'Male', 89.72350569367828, 1.5649964504247422, 0.07990203, 33, 36.633593360629206, 95, 'High Risk'),
(167365, 87, 15, '29:46.2', 36.53379371863257, 96.29452688257135, 138, 80, 73, 'Male', 97.85912929702647, 1.5989471069126135, 0.081665075, 58, 38.27658224240282, 99.33333333333333, 'High Risk'),
(167366, 62, 16, '28:46.2', 37.23585476299319, 99.07027108923981, 135, 74, 73, 'Female', 58.86230288994324, 1.9824240748110775, 0.11808260132105333, 61, 14.977665348728197, 94.33333333333333, 'High Risk'),
(167367, 90, 16, '27:46.2', 37.10466311665958, 98.07872427, 136, 74, 83, 'Male', 65.64347306494172, 1.8259453271122494, 0.1484023391578118, 62, 19.688653293443856, 94.66666666666666, 'Low Risk'),
(167368, 67, 15, '26:46.2', 37.01115315403301, 96.68552695002103, 124, 72, 63, 'Female', 78.64402268285744, 1.5952357672414839, 0.1498793786713329, 52, 30.904090201953903, 89.33333333333333, 'High Risk'),
(167369, 85, 17, '25:46.2', 37.06372323110615, 96.68483886955332, 116, 82, 58, 'Female', 69.59208451402863, 1.580015878780696, 0.060413486, 34, 27.87641634094485, 93.33333333333333, 'Low Risk'),
(167370, 98, 19, '24:46.2', 36.76015331306995, 99.17124206275739, 139, 70, 86, 'Male', 58.95827923699326, 1.738000164877475, 0.073681642, 69, 19.518443103754603, 93, 'High Risk'),
(167371, 65, 15, '23:46.2', 36.24597657125009, 98.64471688674249, 116, 70, 76, 'Female', 91.10254502940357, 1.8673381627513748, 0.14381942775755668, 46, 26.126700306514564, 85.33333333333333, 'Low Risk'),
(167372, 84, 15, '22:46.2', 36.24147485617438, 95.81386072845267, 112, 84, 49, 'Female', 94.42692521807686, 1.7105231619467594, 0.11229652080226413, 28, 32.27289534333741, 93.33333333333333, 'High Risk'),
(167373, 82, 13, '21:46.2', 36.62471839677193, 97.52521847227916, 137, 77, 48, 'Male', 81.90413804, 1.779232503920765, 0.12390998467269707, 60, 25.872621576644445, 97, 'Low Risk'),
(167374, 84, 19, '20:46.2', 36.53915984994799, 97.46004798216929, 139, 75, 70, 'Female', 51.98821985815549, 1.8784952086717372, 0.078458079, 64, 14.732782029428423, 96.33333333333333, 'High Risk'),
(167375, 69, 15, '19:46.2', 36.406446074403725, 97.52665332383796, 124, 79, 32, 'Female', 63.74288848704136, 1.9452980359458587, 0.057899781544416565, 45, 16.844551144884175, 94, 'High Risk'),
(167376, 62, 12, '18:46.2', 36.19423767982835, 98.77206519460167, 125, 75, 47, 'Female', 76.96141198912991, 1.5299280270647695, 0.14867032189373547, 50, 32.87994070839761, 91.66666666666666, 'High Risk'),
(167377, 79, 18, '17:46.2', 36.769726958460424, 97.09484066333145, 112, 83, 49, 'Female', 92.41454253309777, 1.9242092642665107, 0.054011110776499775, 29, 24.959490481836266, 92.66666666666667, 'Low Risk'),
(167378, 62, 13, '16:46.2', 36.86124145056378, 98.54975463007095, 123, 72, 66, 'Male', 86.38117176856994, 1.518908463237024, 0.13742021999469278, 51, 37.44172826699371, 89, 'High Risk'),
(167379, 61, 15, '15:46.2', 37.13023078944817, 99.28951639020669, 131, 79, 67, 'Male', 66.86295001465128, 1.8859738233220926, 0.11479389666433638, 52, 18.798111130215744, 96.33333333333333, 'Low Risk'),
(167380, 96, 16, '14:46.2', 37.44809573538276, 95.07767657564978, 113, 82, 24, 'Female', 67.37106380151485, 1.5433730947394249, 0.081700664, 31, 28.283396049231985, 92.33333333333333, 'High Risk'),
(167381, 73, 17, '13:46.2', 36.96109039350569, 97.63777223570133, 121, 86, 78, 'Male', 83.49476019993315, 1.587367452303513, 0.1270486628486749, 35, 33.13632029, 97.66666666666667, 'High Risk'),
(167382, 80, 13, '12:46.2', 36.2378127, 99.63136718993462, 126, 74, 82, 'Female', 56.61115586211332, 1.7411427492189784, 0.1478639292896461, 52, 18.67382416, 91.33333333333333, 'Low Risk'),
(167383, 89, 14, '11:46.2', 36.15961771733049, 97.59969463398093, 118, 86, 30, 'Male', 78.9910718, 1.565768149724943, 0.085184941, 32, 32.21981908326612, 96.66666666666667, 'High Risk'),
(167384, 80, 13, '10:46.2', 36.97838532581601, 96.15480047576072, 114, 87, 47, 'Female', 97.90932812748845, 1.9019430781941755, 0.1467030976746625, 27, 27.066309281670666, 96, 'Low Risk'),
(167385, 68, 16, '09:46.2', 36.9874068, 99.63961199, 136, 83, 80, 'Female', 86.97595023, 1.6423059193258487, 0.13004190647543884, 53, 32.247129804922906, 100.66666666666666, 'High Risk'),
(167386, 70, 16, '08:46.2', 37.233694964781215, 95.66807959085375, 130, 79, 29, 'Female', 71.49640799, 1.7741956240348316, 0.14876886582569798, 51, 22.71335117784064, 96, 'Low Risk'),
(167387, 85, 19, '07:46.2', 36.908712926748734, 97.39402584430424, 124, 79, 86, 'Female', 53.374726168800976, 1.530486504, 0.11157290119727328, 45, 22.786449022695578, 94, 'Low Risk'),
(167388, 67, 14, '06:46.2', 36.683622738946454, 97.44128866157953, 113, 82, 37, 'Female', 98.90247947058849, 1.811946584, 0.093428449, 31, 30.12426075704909, 92.33333333333333, 'High Risk'),
(167389, 86, 14, '05:46.2', 36.53536699534316, 99.41631401206135, 123, 73, 61, 'Female', 89.12282992745318, 1.9281782826474572, 0.10959211484926104, 50, 23.971465978584625, 89.66666666666666, 'Low Risk'),
(167390, 73, 16, '04:46.2', 36.350881148722586, 97.15457656272335, 131, 81, 66, 'Male', 77.47170339614797, 1.8275196203318296, 0.071306484, 50, 23.196315577155982, 97.66666666666666, 'Low Risk'),
(167391, 88, 13, '03:46.2', 36.54761187146973, 95.59864951283357, 111, 81, 77, 'Male', 98.98285478771929, 1.8026850494317155, 0.078139867, 30, 30.459324057041385, 91, 'High Risk'),
(167392, 76, 16, '02:46.2', 37.205737754418465, 97.82958907886587, 134, 75, 77, 'Male', 88.06267635077974, 1.8305431162874424, 0.14597078996756369, 59, 26.280399018798683, 94.66666666666666, 'Low Risk'),
(167393, 76, 12, '01:46.2', 36.854797681055274, 95.63978059984693, 133, 87, 80, 'Male', 66.08321605, 1.8130432591523091, 0.10236386237768452, 46, 20.103646429704824, 102.33333333333333, 'Low Risk'),
(167394, 79, 17, '00:46.2', 36.467014487233854, 95.32315383912199, 113, 84, 28, 'Male', 69.46610531707415, 1.9157088209138444, 0.1262133698849624, 29, 18.928402070217434, 93.66666666666667, 'Low Risk'),
(167395, 60, 19, '59:46.2', 36.022622265183436, 96.07081545963068, 127, 75, 21, 'Female', 93.15001117675561, 1.9743444067456801, 0.14786897131712606, 52, 23.89665336, 92.33333333333333, 'Low Risk'),
(167396, 95, 17, '58:46.2', 37.11135698952388, 99.41879300866248, 113, 86, 89, 'Male', 77.67712688488656, 1.9065297691846992, 0.085438665, 27, 21.37007133071449, 95, 'High Risk'),
(167397, 89, 17, '57:46.2', 36.83584927818046, 98.13465729615692, 120, 79, 76, 'Female', 60.53375353834921, 1.928545633201409, 0.11883710575800922, 41, 16.27562838, 92.66666666666667, 'High Risk'),
(167398, 90, 14, '56:46.2', 36.721507521465156, 98.78036601148467, 117, 79, 88, 'Female', 79.29372391, 1.9914898809497714, 0.14802905305771435, 38, 19.993213616776426, 91.66666666666667, 'Low Risk'),
(167399, 83, 16, '55:46.2', 37.31678855679617, 97.00237203241069, 125, 81, 19, 'Female', 66.32330964, 1.6798362067107457, 0.1052026235481652, 44, 23.50348782777842, 95.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(167401, 94, 16, '53:46.2', 36.696292755684745, 99.60324741167386, 135, 86, 75, 'Male', 78.12154571028661, 1.9875596349064795, 0.14239866792456185, 49, 19.77563744465981, 102.33333333333333, 'High Risk'),
(167402, 69, 13, '52:46.2', 37.484352378225985, 97.81669960648765, 137, 88, 76, 'Male', 57.789915696042456, 1.8708310622402426, 0.10440181697532012, 49, 16.51136267100609, 104.33333333333333, 'High Risk'),
(167403, 80, 13, '51:46.2', 36.45976292740972, 98.51329248995003, 129, 84, 32, 'Male', 73.29775585130993, 1.851442449417936, 0.091255043, 45, 21.383079188577728, 99, 'Low Risk'),
(167404, 84, 14, '50:46.2', 36.66804686205129, 97.98463063233146, 120, 74, 26, 'Female', 52.026317563759925, 1.821171328746844, 0.14181120071534947, 46, 15.68633474531804, 89.33333333333333, 'High Risk'),
(167405, 75, 15, '49:46.2', 37.320387578038364, 97.07315065385723, 119, 82, 61, 'Male', 93.21684704311697, 1.6765936520999145, 0.069052818, 37, 33.16185181467515, 94.33333333333333, 'High Risk'),
(167406, 72, 17, '48:46.2', 36.94389017270593, 96.79231312423097, 111, 73, 47, 'Male', 99.57406214593439, 1.7974129214442218, 0.071124966, 38, 30.821268275284915, 85.66666666666667, 'High Risk'),
(167407, 88, 15, '47:46.2', 36.58843449141055, 95.40556263550191, 120, 76, 37, 'Female', 76.64289301299395, 1.8337239404930716, 0.13606696792807194, 44, 22.79313063, 90.66666666666667, 'Low Risk'),
(167408, 66, 13, '46:46.2', 36.632934838974954, 95.44741389534883, 131, 82, 58, 'Female', 87.60990245276591, 1.839781880798956, 0.12465784271095019, 49, 25.88335220811748, 98.33333333333333, 'Low Risk'),
(167409, 73, 17, '45:46.2', 37.00477718018119, 99.78516538954881, 110, 71, 68, 'Female', 89.14477065510545, 1.9989900339103759, 0.11555307649336308, 39, 22.308718023584376, 84, 'Low Risk'),
(167410, 60, 19, '44:46.2', 36.79747112529367, 98.27643427877523, 115, 76, 85, 'Female', 96.65101075377814, 1.807321584, 0.094531758, 39, 29.58935713668519, 89, 'Low Risk'),
(167411, 65, 18, '43:46.2', 36.10452150379599, 95.36348556891161, 119, 85, 66, 'Male', 61.253342854577014, 1.561583199781529, 0.054972351, 34, 25.118837648850285, 96.33333333333333, 'Low Risk'),
(167412, 84, 19, '42:46.2', 36.31209868962367, 95.63997894455909, 129, 71, 78, 'Female', 66.35159506, 1.8903413354298484, 0.13421811312743992, 58, 18.56824704094188, 90.33333333333333, 'Low Risk'),
(167413, 72, 13, '41:46.2', 36.62258989697912, 96.68247399631112, 123, 87, 34, 'Male', 96.32958803443049, 1.824757478018872, 0.078470468, 36, 28.930064290365877, 99, 'Low Risk'),
(167414, 90, 13, '40:46.2', 36.81507269284645, 96.94273291207531, 139, 84, 39, 'Male', 54.18607464, 1.7255665251849577, 0.10317799468015174, 55, 18.198025807857658, 102.33333333333333, 'High Risk'),
(167415, 80, 14, '39:46.2', 37.30080632961208, 97.12708219765003, 132, 76, 80, 'Male', 82.27235469168826, 1.771729750891913, 0.05744401, 56, 26.209514212884628, 94.66666666666666, 'Low Risk'),
(167416, 96, 15, '38:46.2', 36.17177744263623, 95.86512514145865, 121, 75, 27, 'Male', 73.08913601657372, 1.766111437898829, 0.11212294187641769, 46, 23.432391879187676, 90.33333333333333, 'High Risk'),
(167417, 99, 19, '37:46.2', 36.85012578725251, 95.90941941999493, 110, 70, 84, 'Female', 98.38301817075542, 1.5173786570934364, 0.083340959, 40, 42.72993176826917, 83.33333333333333, 'High Risk'),
(167418, 78, 14, '36:46.2', 37.286902442502985, 95.17329980998561, 127, 85, 71, 'Female', 99.72306703927916, 1.5773564694367228, 0.10137688287108843, 42, 40.08075782045752, 99, 'High Risk'),
(167419, 77, 18, '35:46.2', 36.00267503, 99.58236212162555, 123, 86, 42, 'Female', 72.70768578639431, 1.6184406726051848, 0.1402208447064373, 37, 27.757909380807035, 98.33333333333333, 'Low Risk'),
(167420, 96, 17, '34:46.2', 36.87001512140679, 99.40248479234793, 129, 72, 53, 'Female', 54.58217991625609, 1.8665815498945917, 0.13472084451238325, 57, 15.665957323500578, 91, 'High Risk'),
(167421, 96, 18, '33:46.2', 36.49296448, 96.50799148049084, 117, 76, 46, 'Male', 76.78082482717208, 1.972275987, 0.11848003095175837, 41, 19.738647850079687, 89.66666666666667, 'High Risk'),
(167422, 72, 19, '32:46.2', 36.04388691514053, 99.16456695810734, 120, 84, 36, 'Male', 53.74401529721102, 1.6992365156488782, 0.12659183519047423, 36, 18.613260075735724, 96, 'Low Risk'),
(167423, 67, 12, '31:46.2', 37.18880359884862, 98.66725643071271, 113, 88, 77, 'Female', 82.99877358344435, 1.9681049758949976, 0.078183926, 25, 21.427680217998226, 96.33333333333333, 'Low Risk'),
(167424, 72, 16, '30:46.2', 36.29394684634632, 96.33633542, 113, 81, 34, 'Male', 54.296134100429136, 1.8798364114111736, 0.081934607, 32, 15.364866600436404, 91.66666666666667, 'High Risk'),
(167425, 94, 17, '29:46.2', 36.86515895404479, 95.94387254365557, 122, 83, 26, 'Female', 95.18635313, 1.747052939151602, 0.14989373738169826, 39, 31.186207036131478, 96, 'High Risk'),
(167426, 99, 17, '28:46.2', 36.65224150523379, 95.82954390651824, 115, 87, 22, 'Male', 86.97328000123898, 1.6443120512432956, 0.10757531595824338, 28, 32.167504418354994, 96.33333333333333, 'High Risk'),
(167427, 83, 14, '27:46.2', 36.52014607506087, 96.64082467948512, 131, 83, 29, 'Male', 93.96320958235879, 1.6021504144126268, 0.05408746, 48, 36.60591525993705, 99, 'High Risk'),
(167428, 79, 17, '26:46.2', 37.309435837021894, 96.64430724307209, 132, 84, 53, 'Female', 64.53820861761605, 1.7943227923502512, 0.11731281408329264, 48, 20.045447637744264, 100, 'Low Risk'),
(167429, 72, 13, '25:46.2', 37.43815359269058, 98.13399574974515, 115, 81, 44, 'Male', 61.72108532, 1.7913239037290958, 0.10572620861341567, 34, 19.234695334394075, 92.33333333333333, 'Low Risk'),
(167430, 94, 18, '24:46.2', 37.37030395419589, 99.55435737, 116, 89, 48, 'Female', 51.54324095, 1.5024691199505036, 0.10662831694976391, 27, 22.83287574, 98, 'High Risk'),
(167431, 92, 19, '23:46.2', 37.35047318, 99.59930114222966, 135, 85, 40, 'Male', 63.36115522220773, 1.7999512467299474, 0.13878529745690743, 50, 19.556971498286867, 101.66666666666666, 'High Risk'),
(167432, 76, 14, '22:46.2', 36.51232405, 98.30563051640041, 128, 88, 48, 'Female', 57.511501872624436, 1.6689608717144104, 0.1354024397569571, 40, 20.64725869724557, 101.33333333333333, 'Low Risk'),
(167433, 61, 16, '21:46.2', 37.469939547471014, 95.66094723715342, 137, 70, 68, 'Female', 83.10233193667145, 1.9259792838382517, 0.06942562, 67, 22.403196481660768, 92.33333333333333, 'Low Risk'),
(167434, 97, 14, '20:46.2', 37.10316135493111, 99.44871033, 123, 85, 67, 'Female', 95.11060934261474, 1.6584409801938251, 0.1303338182068042, 38, 34.58031322368032, 97.66666666666667, 'High Risk'),
(167435, 86, 19, '19:46.2', 37.27811997358434, 96.68899229021358, 120, 89, 81, 'Female', 59.274448249932895, 1.6168182945992216, 0.083482747, 31, 22.67488487666726, 99.33333333333333, 'Low Risk'),
(167436, 94, 19, '18:46.2', 36.59941482885406, 98.58638296319292, 136, 72, 50, 'Female', 86.51751633232942, 1.9454680771981534, 0.14429412452761864, 64, 22.858926210407102, 93.33333333333333, 'High Risk'),
(167437, 92, 18, '17:46.2', 36.89295212368755, 97.39120905384497, 123, 87, 49, 'Female', 85.20560692335829, 1.5158932819750124, 0.061401034226238715, 36, 37.07924800291563, 99, 'High Risk'),
(167438, 98, 15, '16:46.2', 37.308679233480085, 97.63569638, 120, 79, 20, 'Female', 57.40150352538206, 1.7684484062976404, 0.060875726975770705, 41, 18.35432764655996, 92.66666666666667, 'High Risk'),
(167439, 66, 14, '15:46.2', 37.03472231320666, 99.31764916100313, 113, 83, 52, 'Male', 99.55427604429345, 1.8997732545808153, 0.068616697, 30, 27.583945111428122, 93, 'Low Risk'),
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(167616, 63, 16, '18:46.2', 37.37769810021619, 96.64663985293457, 134, 80, 83, 'Female', 85.61253561952253, 1.9256902776421656, 0.055740136586243806, 54, 23.08683953496851, 98, 'Low Risk'),
(167617, 84, 12, '17:46.2', 36.597246835908415, 96.55139872993028, 119, 74, 69, 'Male', 66.17071418953427, 1.8582293664545393, 0.074950025, 45, 19.163162562546574, 89, 'Low Risk'),
(167618, 76, 12, '16:46.2', 36.17269769929716, 96.93070215176657, 129, 87, 30, 'Female', 51.967453241499754, 1.6705217392972918, 0.077332456, 42, 18.62203637257279, 101, 'Low Risk'),
(167619, 83, 17, '15:46.2', 36.45215532552795, 95.14436729394936, 126, 86, 26, 'Female', 57.002459135039416, 1.9795867839378773, 0.13683000475104126, 40, 14.546030721185584, 99.33333333333333, 'High Risk'),
(167620, 89, 14, '14:46.2', 36.04949084183692, 99.57988667, 111, 86, 46, 'Female', 67.61943401714322, 1.9499141640342228, 0.080954955, 25, 17.784454283962365, 94.33333333333333, 'High Risk'),
(167621, 94, 13, '13:46.2', 36.19880779717525, 95.61861355401983, 113, 78, 24, 'Female', 53.916948173695964, 1.9192633161239894, 0.083214061, 35, 14.637138328520441, 89.66666666666667, 'High Risk'),
(167622, 72, 13, '12:46.2', 36.484004692444344, 97.28179694812312, 122, 72, 38, 'Female', 74.78605462499335, 1.8172454788288126, 0.085852391, 50, 22.64610039655279, 88.66666666666666, 'Low Risk'),
(167623, 68, 15, '11:46.2', 37.417928288581244, 95.59126967554539, 122, 86, 30, 'Female', 79.35931680282596, 1.720331285106667, 0.11398390084890521, 36, 26.81474959924571, 98, 'Low Risk'),
(167624, 81, 17, '10:46.2', 36.319352768252045, 97.34889048430746, 112, 73, 40, 'Female', 87.65677752323998, 1.9500679470969469, 0.11412212041621418, 39, 23.05080055237278, 86, 'Low Risk'),
(167625, 73, 13, '09:46.2', 37.188909030496475, 95.38057649977812, 136, 82, 21, 'Male', 61.382411576092736, 1.9541236402230244, 0.13973035276450893, 54, 16.07458870141219, 100, 'High Risk'),
(167626, 77, 12, '08:46.2', 36.54301761881788, 97.85304752121692, 136, 71, 21, 'Female', 89.43321308320212, 1.750456688541529, 0.10036109499557931, 65, 29.187446038586494, 92.66666666666666, 'Low Risk'),
(167627, 63, 16, '07:46.2', 36.10128107, 99.04933613801919, 121, 84, 19, 'Female', 85.05329901698208, 1.5757153737975518, 0.1102532243156567, 37, 34.25591867303631, 96.33333333333333, 'High Risk'),
(167628, 75, 16, '06:46.2', 36.18324978995359, 95.30908042936747, 132, 75, 89, 'Female', 58.26088334962961, 1.5445033464734779, 0.11660580103539783, 57, 24.423019592107828, 94, 'Low Risk'),
(167629, 94, 14, '05:46.2', 37.02840075785444, 99.45154580282004, 114, 78, 44, 'Male', 52.27856987708338, 1.946820542650618, 0.077462452, 36, 13.79341675, 90, 'High Risk'),
(167630, 98, 14, '04:46.2', 36.46221396115617, 98.84977856705075, 129, 71, 62, 'Male', 77.16041007696195, 1.698735731868878, 0.10317509531946256, 58, 26.738859736414888, 90.33333333333333, 'High Risk'),
(167631, 88, 16, '03:46.2', 36.52236913, 99.65521358931252, 124, 80, 30, 'Male', 74.73920963931671, 1.851291835439357, 0.064160232, 44, 21.807140881885008, 94.66666666666667, 'Low Risk'),
(167632, 84, 15, '02:46.2', 36.73933063463024, 96.23599284, 139, 77, 86, 'Male', 55.55660017239844, 1.9810406671615652, 0.083277294, 62, 14.156271363391898, 97.66666666666666, 'High Risk'),
(167633, 69, 19, '01:46.2', 36.19070744638376, 99.02127298004525, 124, 89, 70, 'Male', 89.07351468664271, 1.9386102941399166, 0.13429089071532044, 35, 23.701048559674376, 100.66666666666667, 'Low Risk'),
(167634, 71, 16, '00:46.2', 36.697993913634406, 96.40840880722139, 110, 83, 45, 'Female', 98.81923024399109, 1.6687037561427327, 0.1464035243507636, 27, 35.488118903738425, 92, 'High Risk'),
(167635, 78, 18, '59:46.2', 36.230471034912775, 95.30260402764438, 127, 83, 24, 'Female', 55.21590295386332, 1.5229135265124152, 0.11842272119303747, 44, 23.807494378398694, 97.66666666666667, 'Low Risk'),
(167636, 66, 18, '58:46.2', 36.50032590633501, 99.12749994, 112, 80, 35, 'Male', 75.03529519118327, 1.7855046691050014, 0.10867892692278103, 32, 23.536593947976648, 90.66666666666667, 'Low Risk'),
(167637, 65, 19, '57:46.2', 36.09005761755209, 99.78008562162363, 121, 70, 79, 'Male', 76.67467936524537, 1.852641452977016, 0.1306949683830712, 51, 22.33928218939813, 87, 'Low Risk'),
(167638, 99, 15, '56:46.2', 36.22223305785758, 98.09483080343377, 118, 72, 43, 'Female', 79.66639184245918, 1.980890016329275, 0.084846277, 46, 20.30272918795862, 87.33333333333333, 'High Risk'),
(167639, 97, 16, '55:46.2', 36.77484542, 95.90480755, 110, 89, 26, 'Male', 67.33366170762281, 1.7635408784568671, 0.1261671977528927, 21, 21.650163017978805, 96, 'High Risk'),
(167640, 81, 16, '54:46.2', 36.346181565709216, 96.92144193320892, 119, 86, 80, 'Female', 50.94104247462978, 1.542212959172966, 0.14496035177658445, 33, 21.41801073619333, 97, 'Low Risk'),
(167641, 68, 17, '53:46.2', 37.438123110186254, 98.2276429, 127, 81, 81, 'Female', 93.83217031991485, 1.9603122292239905, 0.092276377, 46, 24.41750375239218, 96.33333333333333, 'Low Risk'),
(167642, 99, 13, '52:46.2', 36.49143177001322, 97.09464929966072, 137, 84, 75, 'Female', 61.06654680590165, 1.9745882488457023, 0.066456861, 53, 15.662109860144703, 101.66666666666666, 'High Risk'),
(167643, 82, 15, '51:46.2', 36.575812857027614, 99.7888873, 112, 72, 19, 'Female', 87.97638715947804, 1.6397907026389738, 0.067472101, 40, 32.71819103660813, 85.33333333333333, 'High Risk'),
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(167645, 93, 12, '49:46.2', 36.252203890718285, 99.27577499087532, 138, 89, 41, 'Male', 55.55529817272652, 1.8820207614953217, 0.11829694482416422, 49, 15.684716121500665, 105.33333333333333, 'High Risk'),
(167646, 65, 12, '48:46.2', 36.57969187, 98.30723303, 123, 80, 28, 'Male', 82.24032949235018, 1.7444876066610675, 0.064022984, 43, 27.02396468880862, 94.33333333333333, 'Low Risk'),
(167647, 71, 19, '47:46.2', 36.981436024443745, 95.43902291724332, 125, 71, 59, 'Female', 70.58285106672479, 1.5012429442342394, 0.11920336307510167, 54, 31.318232104356092, 89, 'High Risk'),
(167648, 81, 13, '46:46.2', 37.155647631956484, 97.43739838117547, 124, 74, 58, 'Male', 54.76811875542253, 1.6872329836877902, 0.089998597, 50, 19.23878803692594, 90.66666666666666, 'Low Risk'),
(167649, 67, 14, '45:46.2', 36.24817584830902, 95.77689090700126, 120, 71, 19, 'Male', 86.97284658, 1.8869429247576357, 0.056530332, 49, 24.426776372235825, 87.33333333333333, 'Low Risk'),
(167650, 64, 18, '44:46.2', 37.40855321312629, 98.67411846886222, 122, 76, 56, 'Male', 98.99552244836838, 1.9918210800042784, 0.08846884, 46, 24.952548209075367, 91.33333333333333, 'Low Risk'),
(167651, 75, 15, '43:46.2', 36.76255178625494, 98.22878646371748, 134, 77, 78, 'Male', 77.23351254409758, 1.6311567921520385, 0.11236575554403475, 57, 29.027816504176876, 96, 'Low Risk'),
(167652, 87, 15, '42:46.2', 36.54602726029475, 95.48680596398283, 129, 71, 57, 'Male', 50.601368914518716, 1.6034859461740105, 0.076580859, 58, 19.680310683972106, 90.33333333333333, 'Low Risk'),
(167653, 70, 15, '41:46.2', 36.589708000806155, 98.50767468063309, 135, 78, 32, 'Male', 81.57599907869843, 1.8468478646870599, 0.133190462, 57, 23.916639542747394, 97, 'Low Risk'),
(167654, 76, 13, '40:46.2', 36.271400140988675, 97.76411969683406, 136, 89, 46, 'Male', 81.30406002132108, 1.576858531219351, 0.1078028983700661, 47, 32.698420082693936, 104.66666666666667, 'High Risk'),
(167655, 86, 19, '39:46.2', 36.06852021290098, 95.35129023, 115, 74, 47, 'Male', 78.35372275863827, 1.9741360522815912, 0.091940186, 41, 20.105064743500826, 87.66666666666667, 'Low Risk'),
(167656, 91, 15, '38:46.2', 37.19438241654759, 99.77968111689461, 117, 78, 63, 'Female', 76.58789589519753, 1.5174644301103737, 0.14796768856762266, 39, 33.260065379217096, 91, 'High Risk'),
(167657, 96, 16, '37:46.2', 36.024562450331445, 97.04463235711731, 113, 81, 61, 'Female', 66.69277690658424, 1.7522630770632213, 0.1219895389651939, 32, 21.721018278565392, 91.66666666666667, 'High Risk'),
(167658, 87, 18, '36:46.2', 36.18038143099822, 96.68131605978344, 131, 79, 75, 'Male', 59.77048778829173, 1.906483442647177, 0.10391838789904148, 52, 16.44450193891693, 96.33333333333333, 'High Risk'),
(167659, 72, 19, '35:46.2', 36.60973754953883, 98.34236077117974, 116, 85, 64, 'Male', 96.75847669689298, 1.5547382249887318, 0.10477211112577699, 31, 40.02897503310559, 95.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(167661, 70, 19, '33:46.2', 37.039655808143586, 95.96714885205799, 124, 77, 88, 'Male', 59.87778032155115, 1.8753383191052397, 0.05223801, 47, 17.025757255589923, 92.66666666666667, 'High Risk'),
(167662, 73, 15, '32:46.2', 36.70346157324838, 99.27759815609953, 136, 73, 24, 'Male', 66.75122233, 1.725997965108399, 0.12136135526741594, 63, 22.406739446412836, 94, 'Low Risk'),
(167663, 98, 12, '31:46.2', 36.37650847963289, 98.05486424492287, 118, 86, 30, 'Female', 81.31166049686102, 1.7349379890764405, 0.065806259, 32, 27.013752512070887, 96.66666666666667, 'High Risk'),
(167664, 64, 18, '30:46.2', 36.15125236562035, 99.01864924211775, 115, 85, 68, 'Male', 77.96912824658585, 1.6423821178546463, 0.092536703, 30, 28.905085801713046, 95, 'Low Risk'),
(167665, 63, 12, '29:46.2', 36.050597917364875, 97.76718832994388, 120, 77, 36, 'Male', 67.87269854137415, 1.5832151818663545, 0.126148409, 43, 27.077915274885733, 91.33333333333333, 'Low Risk'),
(167666, 70, 13, '28:46.2', 37.23170635588533, 98.6430424, 114, 83, 76, 'Female', 99.99746532282654, 1.835584281892399, 0.071869386, 31, 29.67838959041517, 93.33333333333333, 'Low Risk'),
(167667, 73, 15, '27:46.2', 36.89718796528682, 95.07488441691757, 135, 84, 33, 'Male', 78.34039939759475, 1.9865409264517242, 0.11154526582193075, 51, 19.851382057654693, 101, 'Low Risk'),
(167668, 81, 15, '26:46.2', 36.50552995986781, 96.85855869, 125, 80, 49, 'Male', 84.63481754041358, 1.9882485748472774, 0.088108179, 45, 21.409558060660455, 95, 'Low Risk'),
(167669, 69, 18, '25:46.2', 37.033491981599305, 98.10354090394118, 127, 87, 66, 'Male', 94.31760395294044, 1.9641522325776424, 0.12234151852846148, 40, 24.447951169845258, 100.33333333333333, 'Low Risk'),
(167670, 76, 12, '24:46.2', 36.84122040506191, 95.50501987329056, 121, 74, 47, 'Male', 53.033643917393555, 1.9369067350317861, 0.14379879704653412, 47, 14.136244553076226, 89.66666666666667, 'High Risk'),
(167671, 72, 14, '23:46.2', 37.40741624641496, 98.58742576852858, 125, 72, 50, 'Male', 50.50227762215572, 1.5888392912668197, 0.062636091, 53, 20.005574273218226, 89.66666666666666, 'Low Risk'),
(167672, 62, 17, '22:46.2', 37.30216365423186, 95.74471350094106, 122, 89, 88, 'Male', 87.91041208, 1.5886896857444044, 0.059861527, 33, 34.830696888564106, 100, 'High Risk'),
(167673, 94, 16, '21:46.2', 37.17064429529448, 99.46031866848713, 131, 83, 67, 'Male', 55.70363436049164, 1.7932425372148155, 0.092387359, 48, 17.322296466863545, 99, 'High Risk'),
(167674, 69, 14, '20:46.2', 37.48180050119222, 96.17444267592167, 126, 86, 47, 'Male', 79.00405548964122, 1.7931647997225202, 0.079104675, 40, 24.57021605599802, 99.33333333333333, 'Low Risk'),
(167675, 68, 14, '19:46.2', 36.79878467088909, 96.63923592, 139, 73, 22, 'Male', 90.89310960847908, 1.5702424647645032, 0.064980866, 66, 36.863581380917786, 95, 'High Risk'),
(167676, 61, 17, '18:46.2', 37.41220636904832, 99.0098392, 125, 78, 24, 'Female', 95.72076727075583, 1.9823678333342145, 0.11642908110746338, 47, 24.357779070277413, 93.66666666666667, 'Low Risk'),
(167677, 69, 17, '17:46.2', 36.46585454913152, 99.10958889068837, 123, 77, 70, 'Male', 73.01635227755274, 1.934991423856877, 0.096608825, 46, 19.501231767759993, 92.33333333333333, 'Low Risk'),
(167678, 79, 19, '16:46.2', 36.854865418091826, 97.62991381458168, 123, 74, 89, 'Male', 51.858020207443616, 1.6005555461236565, 0.080356624, 49, 20.242979317192063, 90.33333333333333, 'Low Risk'),
(167679, 73, 14, '15:46.2', 36.47898981900336, 96.64411403208597, 132, 75, 85, 'Male', 97.50880582155347, 1.5640329916407787, 0.14656823835085384, 57, 39.86135138290228, 94, 'High Risk'),
(167680, 80, 18, '14:46.2', 36.25666634022488, 99.09988618384874, 119, 85, 31, 'Female', 85.60062956428524, 1.6847859891386736, 0.084915929, 34, 30.15695405578218, 96.33333333333333, 'High Risk'),
(167681, 94, 12, '13:46.2', 37.17114340256835, 99.71378948651655, 133, 77, 88, 'Female', 84.06132299476556, 1.8911842791524147, 0.1114138348579484, 56, 23.50328261220016, 95.66666666666666, 'High Risk'),
(167682, 64, 12, '12:46.2', 37.06569598590339, 97.45103033886102, 127, 85, 28, 'Female', 78.90746638846602, 1.6253845836378111, 0.1007013672235223, 42, 29.86797825504507, 99, 'Low Risk'),
(167683, 85, 17, '11:46.2', 36.77887947651439, 98.08192409, 111, 78, 25, 'Female', 52.85483800249761, 1.7014421239064834, 0.053179909, 33, 18.257881521781577, 89, 'High Risk'),
(167684, 75, 18, '10:46.2', 36.967662202553306, 95.13358363375384, 114, 87, 77, 'Female', 93.81874812, 1.5273587045124497, 0.070953078, 27, 40.21680311, 96, 'High Risk'),
(167685, 69, 15, '09:46.2', 37.12129728, 98.93683383542293, 117, 76, 55, 'Female', 67.52709460804314, 1.6370855929327783, 0.099537184, 41, 25.19621417240025, 89.66666666666667, 'Low Risk'),
(167686, 94, 18, '08:46.2', 37.08970275034604, 96.00399923124743, 123, 84, 81, 'Male', 77.61522419208508, 1.810966625697254, 0.068166442, 39, 23.66606335120453, 97, 'High Risk'),
(167687, 90, 13, '07:46.2', 36.22253840735826, 99.88200739901019, 131, 76, 18, 'Female', 68.77357072, 1.7639947900260005, 0.05310532, 55, 22.101766036502983, 94.33333333333333, 'Low Risk'),
(167688, 67, 18, '06:46.2', 36.06845509568387, 99.34539260754211, 127, 81, 81, 'Female', 57.34121538714872, 1.9266459486581755, 0.12384556648674354, 46, 15.447672968054327, 96.33333333333333, 'High Risk'),
(167689, 84, 16, '05:46.2', 36.307865334070485, 97.98038747308935, 116, 80, 24, 'Female', 94.02608064217021, 1.552323756286566, 0.08055464, 36, 39.019682008227534, 92, 'High Risk'),
(167690, 96, 15, '04:46.2', 37.23413139651133, 98.03650110556232, 135, 85, 80, 'Female', 85.98411374752146, 1.747024368, 0.14478514097995537, 50, 28.172169591241076, 101.66666666666666, 'High Risk'),
(167691, 75, 15, '03:46.2', 37.401576205164545, 97.84228779605333, 129, 83, 45, 'Male', 68.98317810546763, 1.544952334346674, 0.070785796, 46, 28.901010579762218, 98.33333333333333, 'Low Risk'),
(167692, 77, 12, '02:46.2', 36.159551059099456, 98.21082168457373, 121, 70, 26, 'Female', 70.29408625142082, 1.6396169745302256, 0.14184317683302503, 51, 26.147729187628222, 87, 'Low Risk'),
(167693, 84, 14, '01:46.2', 36.82798166694335, 98.23102140468099, 124, 83, 38, 'Female', 68.45772594402568, 1.6535255132449005, 0.13566801519968757, 41, 25.038059542731492, 96.66666666666667, 'Low Risk'),
(167694, 83, 13, '00:46.2', 37.33695884, 95.31170035316558, 117, 71, 67, 'Male', 89.93203014352744, 1.5122004622926737, 0.059029414, 46, 39.32743884437579, 86.33333333333333, 'High Risk'),
(167695, 77, 13, '59:46.2', 36.15530920730261, 96.46885165933416, 129, 72, 63, 'Male', 87.84710913882353, 1.8501468346848537, 0.11421421471483474, 57, 25.663452426938186, 91, 'Low Risk'),
(167696, 74, 19, '58:46.2', 36.939500558679526, 98.54224426947545, 139, 74, 43, 'Male', 65.81740847, 1.6391685254266775, 0.098537415, 65, 24.495909307313955, 95.66666666666666, 'Low Risk'),
(167697, 95, 14, '57:46.2', 37.23983955, 99.16354151301519, 124, 70, 55, 'Female', 78.52471170278426, 1.7247365536116943, 0.073983538, 54, 26.39737943656994, 88, 'High Risk'),
(167698, 95, 18, '56:46.2', 36.53300919627295, 98.41321133799106, 121, 73, 18, 'Male', 88.82700922856762, 1.736390146836401, 0.086989099, 48, 29.461198775296744, 89, 'High Risk'),
(167699, 98, 18, '55:46.2', 37.22543735593429, 98.20071061361135, 126, 85, 81, 'Male', 86.71551363223273, 1.782636738535333, 0.096961582, 41, 27.28796161239525, 98.66666666666667, 'High Risk'),
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(167875, 89, 15, '59:46.2', 37.00421691724169, 95.79415223405057, 139, 74, 26, 'Female', 86.04208059250429, 1.7702261088901765, 0.11803459282852943, 65, 27.45702125493356, 95.66666666666666, 'Low Risk'),
(167876, 65, 19, '58:46.2', 36.53518083397406, 95.23738606022178, 132, 84, 50, 'Male', 77.38748329493029, 1.8425949880178791, 0.087558924, 48, 22.793496583901053, 100, 'Low Risk'),
(167877, 98, 19, '57:46.2', 37.240354101038655, 96.81684961, 118, 76, 41, 'Male', 84.31551492496101, 1.635608111086751, 0.073901013, 42, 31.517298539723846, 90, 'High Risk'),
(167878, 83, 19, '56:46.2', 37.024206871875315, 98.08090822, 126, 88, 38, 'Male', 94.13512002, 1.807917780364987, 0.1420708313128104, 38, 28.800122085200194, 100.66666666666667, 'Low Risk'),
(167879, 80, 16, '55:46.2', 37.14300920033119, 95.45202038906164, 132, 78, 58, 'Male', 98.5284762, 1.9244081313234105, 0.064673485, 54, 26.605253397993764, 96, 'Low Risk'),
(167880, 80, 13, '54:46.2', 36.30247036702367, 96.56652307900923, 130, 72, 68, 'Female', 85.59921247, 1.5874358261731834, 0.094677135, 58, 33.96858170637007, 91.33333333333333, 'High Risk'),
(167881, 95, 17, '53:46.2', 37.033975002916065, 95.48372000202642, 126, 81, 31, 'Female', 52.85305463895482, 1.8986732094012415, 0.093816519, 45, 14.661204363602055, 96, 'High Risk'),
(167882, 93, 13, '52:46.2', 37.002222297541614, 99.28575200010462, 125, 71, 40, 'Male', 85.90988457205128, 1.9006025524030525, 0.13870991487736692, 54, 23.78266503872773, 89, 'High Risk'),
(167883, 71, 17, '51:46.2', 37.18908511115011, 98.74044600567495, 134, 86, 53, 'Female', 60.545824729221565, 1.7591899859474553, 0.11047277494306035, 48, 19.564047608820246, 102, 'Low Risk'),
(167884, 60, 14, '50:46.2', 36.91715195318172, 96.80745162087973, 128, 79, 59, 'Male', 50.931771808860304, 1.5642987353801778, 0.088237133, 49, 20.813705064710444, 95.33333333333333, 'Low Risk'),
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(167886, 68, 14, '48:46.2', 37.31104055363539, 99.86827648479033, 139, 71, 61, 'Female', 67.31793743727775, 1.6101496863534173, 0.086459511, 68, 25.965596117554757, 93.66666666666666, 'Low Risk'),
(167887, 92, 17, '47:46.2', 37.38359759215729, 97.13998310949401, 131, 83, 19, 'Female', 66.67440496127679, 1.632100592930438, 0.077914417, 48, 25.030256688583478, 99, 'High Risk'),
(167888, 91, 13, '46:46.2', 36.88589838, 99.45067817674315, 132, 89, 21, 'Female', 90.70131103, 1.9386256922314238, 0.064300437, 43, 24.133795947055294, 103.33333333333333, 'High Risk'),
(167889, 74, 19, '45:46.2', 36.22233783072677, 96.48427896, 129, 84, 88, 'Male', 88.32477318480242, 1.6659573218829693, 0.13093843537008754, 45, 31.824001609336328, 99, 'High Risk'),
(167890, 76, 13, '44:46.2', 36.176692558277075, 98.86057102, 124, 70, 24, 'Female', 73.09822172, 1.5812097647709884, 0.090993495, 54, 29.23666533898781, 88, 'Low Risk'),
(167891, 63, 13, '43:46.2', 37.09343635135159, 97.85722302481945, 126, 84, 80, 'Male', 79.46466113561695, 1.5791133491714024, 0.058123435, 42, 31.867458282817815, 98, 'High Risk'),
(167892, 67, 14, '42:46.2', 37.08118882201219, 99.98434205, 114, 87, 48, 'Male', 97.3311608, 1.5734129387738571, 0.074198253, 27, 39.31574127878237, 96, 'High Risk'),
(167893, 79, 12, '41:46.2', 36.01806894046558, 95.62639621203978, 130, 85, 77, 'Male', 54.981436615791246, 1.7343070555275772, 0.058341013521773115, 45, 18.279491131561468, 100, 'High Risk'),
(167894, 89, 15, '40:46.2', 36.06580308, 99.55702321070737, 130, 72, 65, 'Female', 55.82762769969328, 1.7854380353956907, 0.13380758416907296, 58, 17.512962144237576, 91.33333333333333, 'High Risk'),
(167895, 77, 13, '39:46.2', 36.71757476253189, 99.65272085497071, 124, 76, 55, 'Female', 73.36982822697969, 1.5070872939011686, 0.092005124, 48, 32.302838459535614, 92, 'High Risk'),
(167896, 63, 15, '38:46.2', 36.219647641540874, 96.43142604295224, 110, 77, 79, 'Female', 55.960064318238075, 1.8703692704569084, 0.052293394, 33, 15.996445395056842, 88, 'High Risk'),
(167897, 77, 15, '37:46.2', 36.264321737950254, 99.28387187727353, 132, 85, 61, 'Male', 55.603123697019534, 1.7698902044103764, 0.14801290088044555, 47, 17.75033439269767, 100.66666666666667, 'High Risk'),
(167898, 99, 15, '36:46.2', 36.24022692980592, 96.13004092949768, 138, 77, 80, 'Male', 82.56028021279786, 1.5313699704619779, 0.14044968993876566, 61, 35.205531501270826, 97.33333333333333, 'High Risk'),
(167899, 88, 12, '35:46.2', 36.87058653625154, 98.72024289217354, 125, 80, 73, 'Male', 56.89494352157816, 1.9649410153182467, 0.11417152708912331, 45, 14.735831084786694, 95, 'High Risk'),
(167900, 62, 13, '34:46.2', 37.44542265875315, 97.57334592971914, 122, 87, 58, 'Female', 84.71714851795677, 1.675296991108538, 0.10299873232236187, 35, 30.184758985499275, 98.66666666666667, 'High Risk'),
(167901, 78, 14, '33:46.2', 37.186218954215434, 96.05413898981715, 138, 82, 75, 'Female', 63.261739611930075, 1.6617886175013297, 0.050733974770647006, 56, 22.908126381835157, 100.66666666666666, 'Low Risk'),
(167902, 92, 19, '32:46.2', 36.677062964657715, 99.47097491193702, 131, 86, 83, 'Male', 53.263362088341324, 1.5256087028462955, 0.10908418640974114, 45, 22.88454391992163, 101, 'High Risk'),
(167903, 91, 19, '31:46.2', 36.28150603353105, 99.61918672751355, 111, 89, 24, 'Female', 94.63149545216626, 1.6048644338848272, 0.10634990717683457, 22, 36.74167896335267, 96.33333333333333, 'High Risk'),
(167904, 85, 15, '30:46.2', 36.52475973648694, 99.35003642131781, 133, 83, 54, 'Female', 67.00344681397121, 1.7915025043742339, 0.14012189819859883, 50, 20.87672186086228, 99.66666666666666, 'Low Risk'),
(167905, 86, 17, '29:46.2', 37.33972300728072, 98.53097968, 116, 72, 59, 'Female', 82.62559142976583, 1.7910199539223761, 0.12877343318540949, 44, 25.75809451157829, 86.66666666666667, 'Low Risk'),
(167906, 84, 12, '28:46.2', 36.36350470215472, 97.70460537783657, 113, 81, 74, 'Female', 81.43829115318204, 1.9774365288132894, 0.10701182360618558, 32, 20.826847982302198, 91.66666666666667, 'Low Risk'),
(167907, 63, 19, '27:46.2', 36.58468809709537, 95.31320028224908, 124, 70, 86, 'Male', 80.35257445874612, 1.934874316428143, 0.12495972916216304, 54, 21.463190304331256, 88, 'Low Risk'),
(167908, 79, 14, '26:46.2', 37.061184084605955, 99.82055968993822, 123, 84, 29, 'Male', 74.76549045508409, 1.8079048524357515, 0.092047495, 39, 22.87441761833913, 97, 'Low Risk'),
(167909, 61, 13, '25:46.2', 36.40284026270879, 99.56436061, 137, 88, 47, 'Female', 64.21519644629095, 1.5183442512547451, 0.12449846372685137, 49, 27.85462503223921, 104.33333333333333, 'Low Risk'),
(167910, 92, 17, '24:46.2', 37.48189882925999, 99.29939193504308, 121, 78, 38, 'Male', 73.98710589130312, 1.7053453208602107, 0.085331842, 43, 25.44083561402072, 92.33333333333333, 'High Risk'),
(167911, 71, 12, '23:46.2', 37.30154043385483, 95.33990057731201, 118, 85, 23, 'Male', 67.90275737989589, 1.8105788573067467, 0.061591286, 33, 20.71345384873694, 96, 'Low Risk'),
(167912, 70, 14, '22:46.2', 37.07820639, 95.5341778, 133, 82, 46, 'Male', 56.57803161804533, 1.8148811158009495, 0.062707416, 51, 17.17716433285541, 99, 'High Risk'),
(167913, 72, 18, '21:46.2', 36.26282113021649, 95.15571691592874, 118, 72, 72, 'Male', 56.36329717659436, 1.790063171866171, 0.064222999, 46, 17.589750348449904, 87.33333333333333, 'High Risk'),
(167914, 99, 15, '20:46.2', 36.61077433844499, 97.92697220148067, 130, 89, 20, 'Male', 55.230829249014526, 1.6807403852269742, 0.13916659237559248, 41, 19.55150947829786, 102.66666666666667, 'High Risk'),
(167915, 65, 13, '19:46.2', 36.96343869181243, 95.39355284100083, 111, 81, 19, 'Female', 62.571137534404656, 1.515707994411142, 0.054569454, 30, 27.23597757731279, 91, 'Low Risk'),
(167916, 63, 18, '18:46.2', 37.01903398523588, 97.82935659428894, 124, 86, 38, 'Male', 66.89259725219758, 1.7454689407892363, 0.11845077621432926, 38, 21.95602962609849, 98.66666666666667, 'Low Risk'),
(167917, 91, 18, '17:46.2', 36.27085096158365, 99.08998376858806, 134, 78, 58, 'Female', 96.49086097233874, 1.6690331531597757, 0.14596496821085436, 56, 34.63827490441145, 96.66666666666666, 'High Risk'),
(167918, 61, 14, '16:46.2', 36.62214068573816, 97.93067325847552, 135, 82, 31, 'Female', 66.30852841377731, 1.807193186365427, 0.1327743096025898, 53, 20.303000658728525, 99.66666666666666, 'Low Risk'),
(167919, 78, 13, '15:46.2', 36.324435094980146, 98.76235155167925, 138, 86, 77, 'Female', 75.15753751006403, 1.6019557056392517, 0.058684912, 52, 29.28677395, 103.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(167921, 91, 12, '13:46.2', 37.43779645883129, 96.50546328, 117, 89, 30, 'Male', 55.86129123624697, 1.7851441509189339, 0.0929123, 28, 17.529292491544254, 98.33333333333333, 'High Risk'),
(167922, 73, 12, '12:46.2', 37.04078442451562, 96.30385321229939, 119, 81, 28, 'Male', 69.05902368312648, 1.914685106382671, 0.13741455388953205, 38, 18.837606301781243, 93.66666666666667, 'Low Risk'),
(167923, 71, 12, '11:46.2', 36.62424626963482, 98.34076005470828, 128, 73, 68, 'Female', 93.77163856757174, 1.7274796813263544, 0.063831295, 55, 31.42285266917922, 91.33333333333333, 'High Risk'),
(167924, 98, 18, '10:46.2', 36.02731181791381, 98.37547921796944, 131, 75, 44, 'Female', 62.10868764274068, 1.9117821704388995, 0.065838712, 56, 16.99321447243436, 93.66666666666666, 'High Risk'),
(167925, 81, 15, '09:46.2', 37.211164640336435, 97.96398057624158, 129, 70, 44, 'Male', 58.074185908310795, 1.7479590066925719, 0.11066435793888102, 59, 19.00730938769837, 89.66666666666666, 'Low Risk'),
(167926, 63, 13, '08:46.2', 36.86012922714498, 98.42791932690615, 126, 81, 55, 'Male', 59.473991070462056, 1.6290838695271852, 0.050207606635767045, 45, 22.409914330073295, 96, 'Low Risk'),
(167927, 65, 17, '07:46.2', 36.06057837416998, 95.29572123436905, 132, 81, 89, 'Female', 98.02835042648766, 1.787355317620881, 0.089639861, 51, 30.685266617643542, 98, 'High Risk'),
(167928, 94, 12, '06:46.2', 36.953984590332794, 99.48000950213748, 114, 78, 69, 'Female', 60.85963033762088, 1.9114588650148279, 0.086704969, 36, 16.65710016905014, 90, 'High Risk'),
(167929, 94, 15, '05:46.2', 36.035233046258746, 97.05879159727765, 133, 73, 75, 'Female', 77.41416060862022, 1.618501432836846, 0.13937925796128492, 60, 29.552500457405433, 93, 'High Risk'),
(167930, 73, 16, '04:46.2', 37.38985092411539, 96.46859283, 129, 76, 81, 'Female', 74.60470291674521, 1.7145863512306991, 0.13997304570045094, 53, 25.377420784495236, 93.66666666666666, 'Low Risk'),
(167931, 88, 15, '03:46.2', 36.70400043817943, 97.51173753730657, 120, 70, 31, 'Male', 96.77058808027508, 1.8148602581878852, 0.099004711, 50, 29.380352303096902, 86.66666666666666, 'Low Risk'),
(167932, 64, 13, '02:46.2', 36.078416657551635, 98.20611985442801, 132, 80, 23, 'Female', 85.67856239645502, 1.7852887344344377, 0.1332226554512723, 52, 26.88160788384977, 97.33333333333333, 'Low Risk'),
(167933, 83, 16, '01:46.2', 37.20797229284661, 96.61306026295345, 131, 76, 32, 'Female', 92.70351262793201, 1.885922113234112, 0.1456211429912827, 55, 26.064457176089526, 94.33333333333333, 'Low Risk'),
(167934, 80, 14, '00:46.2', 36.06109545806562, 97.68645122771252, 114, 83, 50, 'Male', 66.46840567124535, 1.5620466501477337, 0.08976894, 31, 27.24126444338752, 93.33333333333333, 'Low Risk'),
(167935, 89, 15, '59:46.2', 37.04087956, 97.29142358718134, 119, 76, 20, 'Female', 85.81313978214598, 1.5117377954327456, 0.11370711524498403, 43, 37.54921396928602, 90.33333333333333, 'High Risk'),
(167936, 68, 17, '58:46.2', 37.27892513308389, 98.95211495199999, 115, 78, 41, 'Female', 50.80083989723702, 1.861227492695694, 0.099456874, 37, 14.66465919950248, 90.33333333333333, 'High Risk'),
(167937, 84, 14, '57:46.2', 36.657125733241905, 98.38510401773988, 126, 78, 32, 'Female', 75.21891197282584, 1.6376759654971105, 0.070268151, 48, 28.046010765031323, 94, 'Low Risk'),
(167938, 90, 19, '56:46.2', 37.382122868851695, 95.49442979642663, 130, 84, 44, 'Male', 87.42968074257507, 1.7633712290996553, 0.058983272, 46, 28.117156052103166, 99.33333333333333, 'Low Risk'),
(167939, 86, 17, '55:46.2', 37.46960849053071, 98.86819723, 137, 76, 32, 'Female', 89.86609555554958, 1.8561259574993696, 0.13181272512830844, 61, 26.084407997076394, 96.33333333333333, 'Low Risk'),
(167940, 65, 13, '54:46.2', 36.124087934780434, 96.39628268310015, 127, 81, 72, 'Female', 96.36771805770044, 1.7551707909889496, 0.054822798, 46, 31.281877386995593, 96.33333333333333, 'High Risk'),
(167941, 87, 17, '53:46.2', 36.45553906, 97.56861805983127, 133, 70, 68, 'Female', 97.12137541771308, 1.828975433759688, 0.12237261408206483, 63, 29.03347904, 91, 'Low Risk'),
(167942, 79, 13, '52:46.2', 36.81811672052826, 96.15337676895645, 130, 70, 48, 'Male', 70.32222096, 1.8729255528923194, 0.072209849, 60, 20.04709962616579, 90, 'Low Risk'),
(167943, 95, 14, '51:46.2', 37.30621321562661, 99.45714380010065, 122, 73, 36, 'Female', 92.66514460268247, 1.7325309594896798, 0.10787756257285014, 49, 30.87126315547353, 89.33333333333333, 'High Risk'),
(167944, 77, 13, '50:46.2', 37.050269027825344, 99.74213805098928, 114, 75, 66, 'Male', 91.08267040040847, 1.719926217711605, 0.13276816211078357, 39, 30.790456054438735, 88, 'High Risk'),
(167945, 70, 13, '49:46.2', 37.472971473699204, 95.8109795, 112, 78, 26, 'Male', 99.35019772732554, 1.745754788072018, 0.13549388016773456, 34, 32.598847934671944, 89.33333333333333, 'High Risk'),
(167946, 74, 13, '48:46.2', 36.78152685953142, 99.19855528101128, 116, 84, 38, 'Female', 74.82203786312581, 1.5541135159370971, 0.076539427, 32, 30.978761962473957, 94.66666666666667, 'High Risk'),
(167947, 66, 13, '47:46.2', 36.136563124335474, 99.03591642169947, 120, 78, 76, 'Male', 51.95150685, 1.6173657238112207, 0.14718905104123248, 42, 19.86011133048876, 92, 'Low Risk'),
(167948, 74, 19, '46:46.2', 36.68161015978396, 95.9564732, 137, 74, 86, 'Female', 51.37459840792317, 1.5501869121818543, 0.13442225106050765, 63, 21.37865151999705, 95, 'Low Risk'),
(167949, 71, 16, '45:46.2', 36.82619871663826, 96.44519066576551, 113, 84, 86, 'Male', 61.93193249707397, 1.795719320248303, 0.13874999259169146, 29, 19.20603523195548, 93.66666666666667, 'Low Risk'),
(167950, 94, 17, '44:46.2', 36.20326404790932, 97.02913428344662, 126, 75, 62, 'Male', 55.10907397790682, 1.5072611995190421, 0.056037889, 51, 24.257501918611872, 92, 'High Risk'),
(167951, 72, 18, '43:46.2', 37.361210390671346, 96.81047505, 118, 82, 82, 'Male', 74.13738806699698, 1.5272373641212247, 0.077975163, 36, 31.785145231587286, 94, 'High Risk'),
(167952, 63, 12, '42:46.2', 36.78462856616723, 99.62068953621596, 120, 78, 89, 'Male', 98.79630024723511, 1.7330236670140877, 0.1423076805109395, 42, 32.89513658, 92, 'High Risk'),
(167953, 73, 19, '41:46.2', 36.57369333028046, 96.90803264884913, 124, 77, 54, 'Male', 82.53199446008735, 1.7200783213039694, 0.1351707467130433, 47, 27.894969807586715, 92.66666666666667, 'Low Risk'),
(167954, 66, 13, '40:46.2', 37.142432988827125, 97.60862018420478, 133, 87, 58, 'Male', 69.45226083963318, 1.7051915028639946, 0.082799031, 46, 23.885815201029484, 102.33333333333333, 'Low Risk'),
(167955, 61, 19, '39:46.2', 36.48449006493395, 96.59853037263382, 116, 72, 85, 'Female', 79.11561530182391, 1.6797495589970721, 0.10517491471132626, 44, 28.039685525565854, 86.66666666666667, 'Low Risk'),
(167956, 81, 13, '38:46.2', 36.17424118251783, 95.00931329798539, 118, 80, 66, 'Male', 80.64479189285032, 1.8600734256308384, 0.1428124685492022, 38, 23.308597866446284, 92.66666666666667, 'Low Risk'),
(167957, 90, 19, '37:46.2', 37.01187204485028, 99.69442646722143, 112, 70, 82, 'Female', 65.06038322758401, 1.9122932136585251, 0.087585956, 42, 17.79129863077248, 84, 'High Risk'),
(167958, 62, 12, '36:46.2', 36.39288584298439, 97.67841858879713, 133, 79, 52, 'Female', 74.22707511423175, 1.7621836774925972, 0.12067812851554137, 54, 23.903417627259863, 97, 'Low Risk'),
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(168135, 93, 17, '39:46.2', 36.772472427762054, 97.46440873506593, 124, 78, 40, 'Male', 91.77773482689616, 1.737217848511265, 0.12226510141792613, 46, 30.410864710279032, 93.33333333333333, 'High Risk'),
(168136, 74, 16, '38:46.2', 36.619343260254844, 97.77293172812378, 116, 81, 62, 'Male', 76.61045158487673, 1.868869161486484, 0.083728908, 35, 21.934625650653746, 92.66666666666667, 'Low Risk'),
(168137, 69, 12, '37:46.2', 36.238881958358604, 95.09009353802729, 113, 76, 61, 'Male', 88.77597492975428, 1.959693037793386, 0.0868989, 37, 23.116354766995126, 88.33333333333333, 'Low Risk'),
(168138, 86, 15, '36:46.2', 36.07649279715017, 97.77276607965688, 126, 78, 62, 'Female', 93.61197007039594, 1.8783067763335388, 0.088100951, 48, 26.53373176724417, 94, 'Low Risk'),
(168139, 69, 12, '35:46.2', 37.18221112052605, 95.83826384703384, 128, 89, 24, 'Male', 78.95606933661875, 1.8903160373548773, 0.13279513103728435, 39, 22.096153689984966, 102, 'Low Risk'),
(168140, 74, 12, '34:46.2', 37.045463361998614, 99.19151941269739, 125, 85, 24, 'Female', 53.204785025036195, 1.7577230775064672, 0.057802475, 40, 17.220659647589986, 98.33333333333333, 'High Risk'),
(168141, 75, 14, '33:46.2', 37.13242857102317, 97.74249085626445, 121, 82, 67, 'Male', 64.37680068940068, 1.6806087373191034, 0.07934036, 39, 22.792720020168446, 95, 'Low Risk'),
(168142, 98, 19, '32:46.2', 36.58240340310497, 95.92597523321571, 126, 86, 29, 'Female', 94.76364929664994, 1.6077337889345937, 0.10552559796948806, 40, 36.661775899795224, 99.33333333333333, 'High Risk'),
(168143, 95, 13, '31:46.2', 37.412974396000806, 98.74657227036522, 137, 78, 36, 'Female', 55.06023451, 1.6969825871926618, 0.13528096205075935, 59, 19.119797343018515, 97.66666666666666, 'High Risk'),
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(168145, 95, 19, '29:46.2', 36.780236818330906, 95.35638168301664, 115, 82, 50, 'Male', 51.94261204295881, 1.5106031988205255, 0.11567729886648631, 33, 22.762658622918124, 93, 'High Risk'),
(168146, 60, 12, '28:46.2', 36.07786808, 98.59248715656415, 133, 82, 71, 'Female', 55.30997999247323, 1.7001071381097406, 0.083906053, 51, 19.135989312858534, 99, 'Low Risk'),
(168147, 68, 15, '27:46.2', 36.314215077209354, 95.93998962638967, 116, 79, 28, 'Male', 72.53315932436553, 1.7110957698550235, 0.1169182827413126, 37, 24.773533718318323, 91.33333333333333, 'Low Risk'),
(168148, 78, 17, '26:46.2', 37.359171970409584, 95.40627765574439, 128, 85, 56, 'Male', 69.88703551504489, 1.8054613024583772, 0.12804461021072322, 43, 21.43977632245227, 99.33333333333333, 'Low Risk'),
(168149, 70, 17, '25:46.2', 36.63953527376665, 97.35149106920322, 120, 89, 56, 'Female', 87.56297267728563, 1.5486156578730168, 0.11727518564798928, 31, 36.51179672958693, 99.33333333333333, 'High Risk'),
(168150, 86, 17, '24:46.2', 36.94172941379094, 99.65321876, 132, 88, 41, 'Female', 61.93072279653367, 1.5875921408097162, 0.10467508459910371, 44, 24.571307562327032, 102.66666666666667, 'Low Risk'),
(168151, 87, 18, '23:46.2', 36.43421642295619, 98.09238119951117, 127, 72, 33, 'Female', 66.35891055426849, 1.8839478477896583, 0.14239744651438893, 55, 18.696550838722267, 90.33333333333333, 'Low Risk'),
(168152, 61, 16, '22:46.2', 36.01005352583503, 95.85291369930424, 120, 76, 63, 'Male', 99.49365370066114, 1.7677654846500692, 0.054857406, 44, 31.83802207383852, 90.66666666666667, 'High Risk'),
(168153, 64, 18, '21:46.2', 36.57561212260614, 96.30227341985596, 134, 82, 20, 'Male', 72.12165133, 1.5472891163932279, 0.11039571486954713, 52, 30.124699299389984, 99.33333333333333, 'High Risk'),
(168154, 97, 13, '20:46.2', 36.27888913929964, 99.38472471450619, 131, 79, 46, 'Female', 68.44644347017837, 1.9436014937863695, 0.089135328, 52, 18.11909234606478, 96.33333333333333, 'High Risk'),
(168155, 65, 19, '19:46.2', 36.91662881621673, 95.69284903545172, 112, 80, 40, 'Female', 85.24043055694081, 1.5807831161707702, 0.062421787, 32, 34.11151885360619, 90.66666666666667, 'High Risk'),
(168156, 74, 16, '18:46.2', 36.11921926, 96.69562236558097, 129, 77, 48, 'Male', 69.80549874177713, 1.6465100020014756, 0.1360729732498291, 52, 25.749030866773047, 94.33333333333333, 'Low Risk'),
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(168158, 89, 15, '16:46.2', 37.11626720717741, 95.76860356622497, 115, 76, 25, 'Male', 59.17591352005111, 1.842732959018945, 0.1443471276660424, 39, 17.426900984909356, 89, 'High Risk'),
(168159, 76, 18, '15:46.2', 37.32602865281811, 99.13188716452316, 135, 85, 68, 'Female', 84.38363577, 1.9618602529455975, 0.1250978550743218, 50, 21.924116264240762, 101.66666666666666, 'Low Risk'),
(168160, 68, 15, '14:46.2', 37.494585916702995, 96.95612005115233, 128, 82, 78, 'Female', 94.51219419786358, 1.7630765894812017, 0.14178547707056838, 46, 30.40503363974941, 97.33333333333333, 'High Risk'),
(168161, 67, 18, '13:46.2', 37.48499257131498, 96.94231219253359, 132, 87, 21, 'Female', 87.77573027091543, 1.6816526902327285, 0.10542629269165912, 45, 31.038579593243565, 102, 'High Risk'),
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(168165, 89, 15, '09:46.2', 36.23429222573802, 97.19816105130805, 123, 73, 47, 'Female', 92.61140883, 1.7665625621761372, 0.08953011, 50, 29.67607404399896, 89.66666666666666, 'Low Risk'),
(168166, 81, 15, '08:46.2', 37.02800234893173, 97.57915897913072, 116, 71, 70, 'Female', 50.98025165696175, 1.922807029964017, 0.10020173796833053, 45, 13.788930175228206, 86, 'High Risk'),
(168167, 83, 12, '07:46.2', 36.737227964549966, 95.26539242009875, 132, 83, 77, 'Male', 83.92436943942076, 1.531107968489209, 0.13016642231337638, 49, 35.79945815593057, 99.33333333333333, 'High Risk'),
(168168, 66, 18, '06:46.2', 37.30914793636109, 97.90182134549562, 119, 83, 19, 'Female', 95.16528308100291, 1.747220366004955, 0.066143611, 36, 31.17332858057074, 95, 'High Risk'),
(168169, 71, 13, '05:46.2', 36.71603393574426, 96.00085210020075, 110, 85, 87, 'Male', 57.024024074856925, 1.6928775324782894, 0.14567800479742163, 25, 19.897878701341195, 93.33333333333333, 'Low Risk'),
(168170, 77, 14, '04:46.2', 37.45213202393568, 98.71098401562946, 125, 74, 43, 'Female', 91.44804320192188, 1.5533096399791124, 0.081716133, 51, 37.901669638428444, 91, 'High Risk'),
(168171, 68, 12, '03:46.2', 36.01488692425428, 96.80303320735963, 128, 72, 42, 'Female', 76.37087866266435, 1.6923676924282804, 0.10260264504920405, 56, 26.664800289219375, 90.66666666666666, 'Low Risk'),
(168172, 73, 12, '02:46.2', 36.30812965491894, 98.76500134, 132, 83, 53, 'Male', 80.58030310428693, 1.7925521135770701, 0.066578686, 49, 25.07756217032138, 99.33333333333333, 'Low Risk'),
(168173, 80, 12, '01:46.2', 36.317858664294135, 97.06094117192944, 134, 74, 79, 'Male', 88.07419765545023, 1.628831876010301, 0.050033299, 60, 33.196796474962596, 94, 'High Risk'),
(168174, 90, 12, '00:46.2', 37.19275530239413, 99.43557042340737, 128, 88, 63, 'Male', 69.23741483251382, 1.6598129784622824, 0.072785903, 40, 25.13173847403265, 101.33333333333333, 'Low Risk'),
(168175, 79, 18, '59:46.2', 37.28960206936088, 98.71619348540233, 110, 72, 18, 'Male', 82.39061980674309, 1.650625034195648, 0.061718178, 38, 30.239939285859258, 84.66666666666667, 'High Risk'),
(168176, 70, 14, '58:46.2', 36.04445883262035, 98.85060392, 119, 74, 20, 'Female', 65.5629614, 1.5243377683953188, 0.11189731358766136, 45, 28.216045139816885, 89, 'Low Risk'),
(168177, 87, 18, '57:46.2', 37.41439996697122, 96.92288280809797, 118, 72, 41, 'Male', 93.40099629800594, 1.6656634504436414, 0.11223539408727787, 46, 33.66487424743431, 87.33333333333333, 'High Risk'),
(168178, 93, 16, '56:46.2', 37.15375822268248, 99.02514184939383, 129, 74, 46, 'Female', 84.85078714099168, 1.6678903503767923, 0.084581704, 55, 30.501477934468493, 92.33333333333333, 'High Risk'),
(168179, 62, 12, '55:46.2', 36.24448895, 98.96495112380765, 120, 71, 78, 'Female', 69.28723460004129, 1.9415599958253114, 0.058093374069499694, 49, 18.380257770106834, 87.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(168182, 75, 19, '52:46.2', 36.309822930260246, 95.32748672337071, 123, 84, 56, 'Female', 74.52793965, 1.9743996978199319, 0.053685242, 39, 19.118286407079513, 97, 'Low Risk'),
(168183, 67, 12, '51:46.2', 36.19333571, 97.66161114477153, 133, 83, 47, 'Female', 68.85953277183725, 1.8015056027636471, 0.1449538999941924, 50, 21.21743289603015, 99.66666666666666, 'Low Risk'),
(168184, 70, 17, '50:46.2', 36.47901930236312, 98.65876551737125, 121, 70, 44, 'Male', 57.48080566394269, 1.583086232, 0.11802882994359992, 51, 22.935789972106768, 87, 'Low Risk'),
(168185, 77, 15, '49:46.2', 37.13850829, 98.47773593715056, 138, 80, 23, 'Female', 54.579291561335104, 1.9747356916755028, 0.074943106, 58, 13.996193651023834, 99.33333333333333, 'High Risk'),
(168186, 77, 16, '48:46.2', 36.28986583821178, 98.31255644322236, 134, 71, 65, 'Female', 98.74579894, 1.5412192291050144, 0.1122321137891634, 63, 41.57093476992417, 92, 'High Risk'),
(168187, 87, 14, '47:46.2', 37.44400011179071, 96.9799368, 121, 73, 42, 'Female', 68.85790149103805, 1.9685048825464186, 0.12771203255523048, 48, 17.769728419584585, 89, 'High Risk'),
(168188, 81, 18, '46:46.2', 36.03200309830737, 95.68419827897935, 128, 76, 83, 'Female', 69.52834354569838, 1.9614196686572436, 0.066947861, 52, 18.072608087591142, 93.33333333333333, 'High Risk'),
(168189, 73, 15, '45:46.2', 37.09853374590105, 98.59636580429981, 126, 87, 83, 'Male', 60.46848927139382, 1.6650440795195887, 0.14169736227373048, 39, 21.811103965398335, 100, 'Low Risk'),
(168190, 83, 18, '44:46.2', 36.86279702162755, 95.12668167701109, 114, 75, 89, 'Female', 89.21548485488529, 1.5151139148195734, 0.11860614220904563, 39, 38.86419410356433, 88, 'High Risk'),
(168191, 81, 13, '43:46.2', 36.414480864072274, 97.84163236634926, 111, 78, 35, 'Female', 60.58645961975263, 1.6010696161820466, 0.067917809, 33, 23.634974786991176, 89, 'Low Risk'),
(168192, 63, 19, '42:46.2', 36.90216924015943, 97.37694817331685, 136, 84, 55, 'Male', 65.48579509306349, 1.8823989614323708, 0.055028480477035784, 52, 18.480927177587944, 101.33333333333333, 'High Risk'),
(168193, 81, 19, '41:46.2', 37.366098590389406, 95.46867089753384, 131, 87, 84, 'Female', 65.72062199, 1.9524259787661322, 0.11389478493634266, 44, 17.24060531025674, 101.66666666666667, 'High Risk'),
(168194, 88, 16, '40:46.2', 36.127568252628116, 98.40371782427884, 125, 89, 48, 'Male', 66.32704620293606, 1.513237999047437, 0.08099712, 36, 28.96517656545072, 101, 'Low Risk'),
(168195, 78, 15, '39:46.2', 37.27721440851583, 98.04872282995089, 118, 77, 75, 'Female', 90.82588443469197, 1.8480738401885146, 0.11820743325145933, 41, 26.593224289544324, 90.66666666666667, 'Low Risk'),
(168196, 75, 14, '38:46.2', 36.13723070344059, 95.20515916242474, 130, 87, 82, 'Male', 90.77763593299957, 1.5941849577023786, 0.063210422, 43, 35.71917788904135, 101.33333333333333, 'High Risk'),
(168197, 87, 18, '37:46.2', 36.18521353113125, 98.23638195, 131, 73, 66, 'Female', 73.90412506251606, 1.652509442181356, 0.1371362372004585, 58, 27.063301791080157, 92.33333333333333, 'Low Risk'),
(168198, 84, 13, '36:46.2', 36.95043938583788, 99.24764714611555, 137, 81, 86, 'Male', 79.47501507207879, 1.584204738035534, 0.1446365516940818, 56, 31.667078836664647, 99.66666666666666, 'High Risk'),
(168199, 99, 16, '35:46.2', 36.342866237054224, 98.01716941348047, 136, 79, 25, 'Male', 52.37067509257147, 1.712038517, 0.07334161, 57, 17.867389711028423, 98, 'High Risk'),
(168200, 67, 15, '34:46.2', 36.50310557419364, 95.39504442, 113, 77, 27, 'Female', 87.23382088112447, 1.9000786391306037, 0.089474229, 36, 24.162493153842803, 89, 'Low Risk'),
(168201, 64, 12, '33:46.2', 36.56342146774085, 98.59409984, 137, 77, 27, 'Male', 55.29809171464796, 1.913260914863323, 0.14285055669069074, 60, 15.106426614933932, 97, 'High Risk'),
(168202, 82, 17, '32:46.2', 36.22752006685742, 99.82966294246306, 134, 89, 33, 'Male', 77.90001731460976, 1.5305651491522796, 0.058378774, 45, 33.25323593368314, 104, 'High Risk'),
(168203, 75, 13, '31:46.2', 36.894682430457195, 97.48224093, 132, 83, 38, 'Female', 80.11485732835338, 1.5998452579021885, 0.11339029074868888, 49, 31.300920313703934, 99.33333333333333, 'High Risk'),
(168204, 66, 18, '30:46.2', 36.56483003225817, 95.51461255, 111, 82, 44, 'Female', 86.41162577547047, 1.5510684103537777, 0.074176902, 29, 35.917844863051435, 91.66666666666667, 'High Risk'),
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(168206, 94, 13, '28:46.2', 37.24106792219474, 96.22451673255195, 138, 85, 35, 'Male', 76.15994318312833, 1.8100835111214335, 0.061443949, 53, 23.244991246200506, 102.66666666666666, 'High Risk'),
(168207, 87, 14, '27:46.2', 37.00745281507634, 95.10035459338073, 118, 86, 61, 'Female', 61.240731453187536, 1.5543077810163886, 0.13243818017414552, 32, 25.349320768277902, 96.66666666666667, 'Low Risk'),
(168208, 67, 17, '26:46.2', 36.67884639690791, 97.97621229009332, 131, 82, 45, 'Male', 64.18444888, 1.5973679889758396, 0.11138276969858107, 49, 25.15474172262635, 98.33333333333333, 'Low Risk'),
(168209, 91, 12, '25:46.2', 37.222698115100755, 99.73597563461558, 120, 85, 58, 'Female', 53.657566778083456, 1.5494210148711138, 0.13820257638061112, 35, 22.35074947572739, 96.66666666666667, 'High Risk'),
(168210, 87, 17, '24:46.2', 36.529553039923684, 97.73405795931852, 130, 78, 20, 'Female', 59.107402165728516, 1.9539680551329879, 0.08935228, 52, 15.481283135892474, 95.33333333333333, 'High Risk'),
(168211, 90, 18, '23:46.2', 37.003950824053646, 96.25584915699976, 135, 75, 82, 'Male', 53.352931288084214, 1.6425516920288454, 0.10469347107847765, 60, 19.775168527095683, 95, 'Low Risk'),
(168212, 95, 16, '22:46.2', 36.808772775519564, 97.20481477, 123, 73, 58, 'Male', 89.13324933, 1.6940886060297782, 0.082045899, 50, 31.05757165195868, 89.66666666666666, 'High Risk'),
(168213, 73, 19, '21:46.2', 37.04900232362312, 99.66128104995566, 133, 72, 28, 'Female', 66.29154642, 1.5270375047054485, 0.065448674, 61, 28.428814052500577, 92.33333333333333, 'Low Risk'),
(168214, 69, 12, '20:46.2', 36.80616037330244, 95.80532309089298, 114, 88, 83, 'Male', 92.90981724, 1.8714179395939237, 0.074249657, 26, 26.528948039124735, 96.66666666666667, 'Low Risk'),
(168215, 79, 14, '19:46.2', 36.203910501161694, 99.10535233, 117, 72, 79, 'Female', 64.41398606444143, 1.7840380346030555, 0.1406407115536233, 45, 20.23820342503479, 87, 'Low Risk'),
(168216, 80, 15, '18:46.2', 36.23493251680419, 99.58956596851664, 114, 76, 57, 'Female', 61.821648201135325, 1.5008737553816776, 0.050322743, 38, 27.444305963877767, 88.66666666666667, 'Low Risk'),
(168217, 70, 14, '17:46.2', 37.06974821, 98.54425619319619, 121, 72, 70, 'Male', 60.45963382116496, 1.6152960008026125, 0.10681091767832865, 49, 23.17188032455563, 88.33333333333333, 'Low Risk'),
(168218, 61, 12, '16:46.2', 37.075466767054955, 97.30576462780199, 138, 81, 81, 'Male', 96.32678237773541, 1.8879612067613647, 0.071451006, 57, 27.024702459508955, 100, 'Low Risk'),
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(168396, 78, 15, '18:46.2', 36.505821125959145, 98.32938355638886, 118, 83, 79, 'Female', 83.28812988775282, 1.6209622563374735, 0.13737171963788464, 35, 31.698397389723873, 94.66666666666667, 'High Risk'),
(168397, 87, 17, '17:46.2', 36.249047902285554, 95.45829959606343, 116, 89, 33, 'Male', 84.49087361273229, 1.646238293655193, 0.099329161, 27, 31.176287744641073, 98, 'High Risk'),
(168398, 91, 19, '16:46.2', 37.38733055085842, 99.95737855171784, 136, 87, 77, 'Male', 84.03910275264403, 1.6720994832791094, 0.11594605101940215, 49, 30.05779939517422, 103.33333333333333, 'High Risk'),
(168399, 84, 15, '15:46.2', 37.43412309, 99.16205376, 123, 75, 55, 'Male', 93.63575238170765, 1.6058947015026537, 0.1241850476881605, 48, 36.30843869, 91, 'High Risk'),
(168400, 75, 16, '14:46.2', 37.14787607109284, 96.59301771899148, 123, 87, 40, 'Female', 89.48490145595832, 1.804397802496196, 0.071334875, 36, 27.48433194492926, 99, 'Low Risk'),
(168401, 65, 19, '13:46.2', 36.833043034459614, 97.52539067495779, 118, 86, 78, 'Male', 58.53174544158225, 1.5799150358934395, 0.070415507, 32, 23.448982939217906, 96.66666666666667, 'Low Risk'),
(168402, 75, 17, '12:46.2', 36.56090660657984, 95.27136405451512, 130, 82, 18, 'Male', 53.18619906092506, 1.8254310777452154, 0.12858480315034948, 48, 15.961293167854611, 98, 'High Risk'),
(168403, 91, 16, '11:46.2', 36.629489829990064, 98.71877299, 132, 75, 33, 'Female', 98.61443447914081, 1.526053765654382, 0.098960175, 57, 42.34487145020485, 94, 'High Risk'),
(168404, 72, 16, '10:46.2', 37.07019863913306, 95.66474355956349, 128, 88, 32, 'Male', 72.14774628, 1.7378225858458376, 0.051076081, 40, 23.889765939295206, 101.33333333333333, 'Low Risk'),
(168405, 84, 19, '09:46.2', 36.205477370927476, 97.71579247253331, 127, 78, 76, 'Female', 52.228220853377046, 1.642203055348895, 0.1091747717069965, 49, 19.366516950541207, 94.33333333333333, 'Low Risk'),
(168406, 86, 12, '08:46.2', 37.15297377759361, 95.02739815, 123, 71, 50, 'Female', 55.028649162705385, 1.9605553422456352, 0.072916823, 52, 14.316295035720993, 88.33333333333333, 'High Risk'),
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(168408, 89, 18, '06:46.2', 37.43254053935841, 96.33869143074189, 119, 82, 69, 'Female', 52.91274568961877, 1.6974819412946347, 0.12549129130508055, 37, 18.363268003608805, 94.33333333333333, 'High Risk'),
(168409, 95, 14, '05:46.2', 37.03278200389124, 95.05028968356692, 123, 80, 21, 'Male', 83.80877582705166, 1.6183948436103006, 0.10530906821523611, 43, 31.99782987046744, 94.33333333333333, 'High Risk'),
(168410, 61, 13, '04:46.2', 36.66749401822986, 98.29778984035153, 112, 71, 74, 'Female', 60.868632462381484, 1.800020740286698, 0.10817832810084807, 41, 18.78618203191844, 84.66666666666667, 'Low Risk'),
(168411, 77, 14, '03:46.2', 36.33742352121576, 96.50238005119878, 114, 74, 74, 'Male', 68.02210085, 1.6782744269807761, 0.055899348, 40, 24.150386579709153, 87.33333333333333, 'Low Risk'),
(168412, 86, 18, '02:46.2', 36.53564499207299, 97.38329140760804, 120, 70, 66, 'Male', 91.51580983380515, 1.976875215616278, 0.079207165, 50, 23.417342822959938, 86.66666666666666, 'Low Risk'),
(168413, 83, 19, '01:46.2', 37.276918739547696, 99.42682921777265, 114, 76, 39, 'Male', 54.910213636367196, 1.7078011679491143, 0.1261416998363672, 38, 18.826887216072596, 88.66666666666667, 'Low Risk'),
(168414, 94, 15, '00:46.2', 37.121111436370704, 97.49671947718859, 118, 85, 56, 'Male', 97.55672044706282, 1.9937198852213982, 0.050018567, 33, 24.543071423612883, 96, 'High Risk'),
(168415, 83, 19, '59:46.2', 36.54092692, 97.09345504892569, 136, 77, 72, 'Female', 93.77004604644804, 1.9578115606598971, 0.1285577278445238, 59, 24.463711810856758, 96.66666666666666, 'Low Risk'),
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(168417, 60, 18, '57:46.2', 36.29354688457545, 95.27993200316078, 139, 84, 26, 'Female', 88.34212224752905, 1.681783069004529, 0.1266001909106494, 55, 31.234019430279446, 102.33333333333333, 'High Risk'),
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(168419, 94, 16, '55:46.2', 36.19559684470248, 96.74956086, 117, 84, 52, 'Female', 71.69421261299604, 1.9077668114981807, 0.06908778, 33, 19.698516511641387, 95, 'High Risk'),
(168420, 98, 17, '54:46.2', 36.60142785377521, 95.84844242809815, 134, 75, 44, 'Male', 77.98273734498306, 1.9903209713903396, 0.1168641201787655, 59, 19.68576233484207, 94.66666666666666, 'High Risk'),
(168421, 90, 17, '53:46.2', 36.38152240302095, 98.76463126972159, 133, 76, 41, 'Female', 88.60767050666277, 1.6940366917120129, 0.069092367, 57, 30.876331416735376, 95, 'High Risk'),
(168422, 96, 13, '52:46.2', 36.65676609666208, 96.02553343645874, 135, 83, 89, 'Female', 99.64809078300206, 1.8164420577463838, 0.052709763, 52, 30.201317172013187, 100.33333333333333, 'High Risk'),
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(168425, 62, 16, '49:46.2', 36.40881435, 99.99195463522389, 130, 74, 65, 'Male', 77.37311202756858, 1.5180108745818996, 0.1476015811666478, 56, 33.576876982255925, 92.66666666666666, 'High Risk'),
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(168427, 93, 19, '47:46.2', 36.923852654583385, 95.03549529880421, 125, 75, 26, 'Female', 74.17538959874547, 1.7514316598391007, 0.13684617121605158, 50, 24.180954736349104, 91.66666666666666, 'High Risk'),
(168428, 66, 14, '46:46.2', 36.69986181808967, 99.74521898200754, 132, 88, 55, 'Female', 58.15637833615404, 1.7011748248652407, 0.14727704929972846, 44, 20.09552973176558, 102.66666666666667, 'Low Risk'),
(168429, 84, 13, '45:46.2', 37.38714991179653, 99.07957503996117, 123, 81, 84, 'Male', 94.20688745077845, 1.9882491868825805, 0.12674496547576775, 42, 23.83093203812912, 95, 'Low Risk'),
(168430, 64, 16, '44:46.2', 37.41560111938116, 95.80165176340881, 119, 78, 25, 'Male', 64.62434651808194, 1.5979012130113643, 0.1355764979766438, 41, 25.310242818516453, 91.66666666666667, 'Low Risk'),
(168431, 76, 13, '43:46.2', 36.486212100920106, 96.43848252991725, 116, 70, 83, 'Female', 66.84705584894975, 1.9789639953652949, 0.13661265166735914, 46, 17.068937910404642, 85.33333333333333, 'High Risk'),
(168432, 61, 17, '42:46.2', 36.906769252793815, 95.3912471, 113, 70, 62, 'Male', 78.52556935913415, 1.6029586407223355, 0.074687468, 43, 30.56092254475405, 84.33333333333333, 'High Risk'),
(168433, 93, 13, '41:46.2', 37.37530806, 98.78514709720923, 133, 77, 32, 'Female', 92.41362724230547, 1.9916250183922237, 0.1371132930205519, 56, 23.298119599343494, 95.66666666666666, 'High Risk'),
(168434, 90, 14, '40:46.2', 37.10057739960166, 96.51536058879137, 131, 73, 25, 'Male', 70.00907220675285, 1.7819653399992474, 0.089454205, 58, 22.04732058300757, 92.33333333333333, 'Low Risk'),
(168435, 93, 13, '39:46.2', 36.68892350992888, 95.37301862844313, 129, 89, 83, 'Male', 99.10711301926175, 1.8903367817990349, 0.13175026867337192, 40, 27.73489050743867, 102.33333333333333, 'High Risk'),
(168436, 98, 14, '38:46.2', 36.02540180345128, 95.63780133, 111, 88, 38, 'Male', 51.086452837926466, 1.5800720146905158, 0.1274415494657377, 23, 20.462184035330623, 95.66666666666667, 'High Risk'),
(168437, 88, 16, '37:46.2', 37.462230809105925, 99.78974014997334, 112, 70, 43, 'Female', 60.04608793874415, 1.8798334627616453, 0.096484077, 42, 16.99205736595526, 84, 'High Risk'),
(168438, 75, 15, '36:46.2', 36.009332431662884, 95.51724705656555, 137, 87, 30, 'Male', 69.09640552124205, 1.7909590058296532, 0.12254741622405876, 50, 21.541907915059642, 103.66666666666666, 'Low Risk'),
(168439, 71, 16, '35:46.2', 36.05921213534278, 99.53715149, 123, 84, 58, 'Female', 68.67630272028751, 1.8035008731369158, 0.073609181, 39, 21.114178679974707, 97, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(168442, 60, 17, '32:46.2', 37.15647353, 98.45587382, 137, 73, 56, 'Male', 85.69987394674925, 1.6666656858146944, 0.12150573725513186, 64, 30.85199093430243, 94.33333333333333, 'High Risk'),
(168443, 68, 17, '31:46.2', 37.053021695967914, 95.64838840511146, 112, 87, 48, 'Male', 86.22329831682644, 1.9550096111790622, 0.093113079, 25, 22.559363306207754, 95.33333333333333, 'Low Risk'),
(168444, 61, 14, '30:46.2', 36.11730723923828, 97.28644858849223, 117, 79, 42, 'Female', 54.178797928065045, 1.5059354615755818, 0.13206262378208633, 38, 23.890027232638907, 91.66666666666667, 'Low Risk'),
(168445, 94, 16, '29:46.2', 37.14888288566023, 97.15266249903668, 132, 89, 86, 'Male', 96.29728128672471, 1.593413958459847, 0.071975234, 43, 37.92772482964567, 103.33333333333333, 'High Risk'),
(168446, 81, 16, '28:46.2', 37.10955200699501, 97.91928699169495, 123, 87, 54, 'Female', 67.12223965, 1.9484074473363833, 0.070751286, 36, 17.681002162238677, 99, 'High Risk'),
(168447, 68, 13, '27:46.2', 36.31465598414969, 99.99771336065672, 134, 75, 32, 'Female', 95.26786684471097, 1.6007442975206387, 0.14446406211976287, 59, 37.17941176, 94.66666666666666, 'High Risk'),
(168448, 64, 16, '26:46.2', 37.08570416049747, 97.9847517, 121, 87, 55, 'Male', 86.79084789482607, 1.669466788, 0.080616316, 34, 31.139982457492778, 98.33333333333333, 'High Risk'),
(168449, 87, 18, '25:46.2', 37.48794784818531, 95.43379314611154, 128, 78, 88, 'Female', 91.51746373096455, 1.5329269642834884, 0.066530763, 50, 38.94583761, 94.66666666666666, 'High Risk'),
(168450, 93, 18, '24:46.2', 36.64222255971877, 95.01976380403877, 133, 89, 87, 'Female', 72.29858649577653, 1.7152876392193632, 0.1248609441809507, 44, 24.572870421938603, 103.66666666666667, 'High Risk'),
(168451, 83, 13, '23:46.2', 36.885981048459264, 96.61560724450666, 113, 79, 69, 'Male', 64.48234867017447, 1.8532594745886901, 0.092661826, 34, 18.774500417998883, 90.33333333333333, 'Low Risk'),
(168452, 72, 18, '22:46.2', 37.34582985356713, 96.35151495953818, 137, 76, 36, 'Female', 89.67084434574723, 1.6430590861514638, 0.07170245, 61, 33.21581372492202, 96.33333333333333, 'High Risk'),
(168453, 89, 13, '21:46.2', 37.00299979790612, 95.88384805684956, 134, 81, 50, 'Male', 97.20564957810205, 1.6287536729086662, 0.092361911, 53, 36.64212826686246, 98.66666666666666, 'High Risk'),
(168454, 84, 16, '20:46.2', 36.30910429726492, 98.3415359, 120, 85, 25, 'Female', 64.35155725379991, 1.5494026738154885, 0.14500141315144846, 35, 26.805904050571186, 96.66666666666667, 'Low Risk'),
(168455, 75, 16, '19:46.2', 37.418759483627326, 97.60628662, 116, 76, 45, 'Female', 97.68274159063829, 1.6611954385933685, 0.059539746611557746, 40, 35.397808895973775, 89.33333333333333, 'High Risk'),
(168456, 80, 12, '18:46.2', 36.20316650585568, 99.61837894021349, 123, 84, 62, 'Male', 58.334467042968015, 1.654514931085306, 0.11709736543753826, 39, 21.310019780807902, 97, 'Low Risk'),
(168457, 78, 19, '17:46.2', 36.94327252697256, 98.51752707068385, 138, 84, 26, 'Female', 61.961906469405854, 1.8786252069662086, 0.10915173271864187, 54, 17.556764400050376, 102, 'High Risk'),
(168458, 92, 15, '16:46.2', 37.40723226892557, 99.30995669, 111, 85, 61, 'Female', 68.06147088734173, 1.656827082713045, 0.11029162443893212, 26, 24.794020760573108, 93.66666666666667, 'High Risk'),
(168459, 86, 15, '15:46.2', 36.684435304866604, 99.99308264058627, 118, 77, 82, 'Female', 89.92135916644324, 1.6987573429409397, 0.14875485651344716, 41, 31.160195132485597, 90.66666666666667, 'High Risk'),
(168460, 74, 18, '14:46.2', 36.424960663918995, 98.03052711007746, 114, 76, 45, 'Male', 79.14315638, 1.8507642503394033, 0.074391525, 38, 23.105276109845253, 88.66666666666667, 'Low Risk'),
(168461, 94, 16, '13:46.2', 37.02613109447168, 99.17801085076965, 125, 79, 83, 'Male', 57.24346110862194, 1.8600160465590718, 0.059945469, 46, 16.545980293055507, 94.33333333333333, 'High Risk'),
(168462, 62, 18, '12:46.2', 36.72467782612657, 97.60412359032881, 111, 80, 83, 'Male', 61.37815994316054, 1.7085809789329858, 0.06511059, 31, 21.025325606390602, 90.33333333333333, 'Low Risk'),
(168463, 70, 13, '11:46.2', 36.129067534725095, 98.2090956, 119, 80, 78, 'Female', 56.180952386825396, 1.9644239785793065, 0.13837181426556283, 39, 14.55856748050314, 93, 'High Risk'),
(168464, 71, 16, '10:46.2', 36.04614887982164, 95.06048313677108, 137, 85, 47, 'Female', 90.53933522, 1.6240610752201476, 0.14708859125077572, 52, 34.326742039352816, 102.33333333333333, 'High Risk'),
(168465, 68, 17, '09:46.2', 36.611514273800516, 99.14995874364269, 111, 71, 79, 'Male', 95.27796896, 1.713144612796503, 0.13171675641441166, 40, 32.464180244411914, 84.33333333333333, 'High Risk'),
(168466, 87, 13, '08:46.2', 36.61729068, 95.05940009416562, 115, 71, 29, 'Female', 89.79905648517843, 1.9363397239886746, 0.087470858, 44, 23.950173472768125, 85.66666666666667, 'Low Risk'),
(168467, 94, 16, '07:46.2', 36.96150755, 95.80604232863982, 118, 76, 69, 'Female', 93.93425509360813, 1.5390247367733363, 0.14979237949197693, 42, 39.658181415238666, 90, 'High Risk'),
(168468, 87, 19, '06:46.2', 36.96074948725889, 98.04760707393731, 122, 88, 40, 'Female', 94.42519681, 1.5999932008122144, 0.082623135, 34, 36.88515598775634, 99.33333333333333, 'High Risk'),
(168469, 90, 16, '05:46.2', 36.19317127290852, 99.52109955199195, 137, 84, 25, 'Male', 53.01430589907543, 1.8487962465906882, 0.10682869341704399, 53, 15.51011357994095, 101.66666666666666, 'High Risk'),
(168470, 69, 18, '04:46.2', 37.28812422891388, 95.55810090203842, 132, 78, 75, 'Female', 89.70920745452868, 1.6450021190752606, 0.14916546183973245, 54, 33.15156967, 96, 'High Risk'),
(168471, 98, 18, '03:46.2', 36.866004502551256, 95.19513582, 124, 86, 87, 'Male', 76.58740967, 1.8915317942209997, 0.14484241984000856, 38, 21.405732301436775, 98.66666666666667, 'High Risk'),
(168472, 97, 12, '02:46.2', 36.26201247629256, 97.76972433890481, 110, 78, 74, 'Female', 97.64063227586446, 1.5694515927992938, 0.071951572, 32, 39.64009921288488, 88.66666666666667, 'High Risk'),
(168473, 60, 17, '01:46.2', 37.48988131032217, 99.67262649838052, 133, 89, 57, 'Male', 53.249141199881976, 1.7586403806606385, 0.084741402, 44, 17.217041491652513, 103.66666666666667, 'High Risk'),
(168474, 69, 16, '00:46.2', 37.14747161372184, 99.74030811482017, 126, 88, 30, 'Male', 65.41702048481582, 1.780488768994398, 0.1064075964304996, 38, 20.635371053495984, 100.66666666666667, 'Low Risk'),
(168475, 73, 19, '59:46.2', 37.102040036223585, 96.13777297709252, 133, 71, 20, 'Male', 78.11470697949912, 1.909402676175096, 0.086763307, 62, 21.42583490375263, 91.66666666666666, 'Low Risk'),
(168476, 72, 14, '58:46.2', 37.25645608, 97.84429567376817, 135, 86, 31, 'Female', 65.86328864316756, 1.6961401827764908, 0.07389833, 49, 22.893907606102456, 102.33333333333333, 'Low Risk'),
(168477, 69, 14, '57:46.2', 37.10256001771975, 97.80118286087308, 130, 72, 48, 'Male', 85.33243991, 1.6157335210651482, 0.13485532089358174, 58, 32.68697215821597, 91.33333333333333, 'High Risk'),
(168478, 67, 14, '56:46.2', 36.164152085872004, 96.58735334075084, 114, 74, 31, 'Female', 83.94086107630747, 1.5737436603698138, 0.1457429258022428, 40, 33.89264265718165, 87.33333333333333, 'High Risk'),
(168479, 65, 12, '55:46.2', 36.66728938083323, 95.84682753, 117, 76, 71, 'Female', 77.14874136648893, 1.832211367046747, 0.069636477, 41, 22.981464398943576, 89.66666666666667, 'Low Risk'),
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(168655, 85, 16, '59:46.2', 37.02469627238373, 99.87283399414996, 124, 86, 74, 'Female', 83.78962790686532, 1.956353734798882, 0.097927373, 38, 21.892506849543707, 98.66666666666667, 'Low Risk'),
(168656, 77, 14, '58:46.2', 36.73795078465809, 95.55220318931603, 115, 77, 58, 'Male', 78.89219934099188, 1.8688709436656432, 0.099447911, 38, 22.58787832607473, 89.66666666666667, 'Low Risk'),
(168657, 78, 19, '57:46.2', 36.94731888783078, 98.97968049488613, 119, 82, 59, 'Female', 72.94435035, 1.812834665549131, 0.071964827, 37, 22.196028110186518, 94.33333333333333, 'Low Risk'),
(168658, 99, 17, '56:46.2', 36.36864936331306, 96.00591034760431, 133, 88, 79, 'Male', 83.86511673921274, 1.9150866547602066, 0.069293965, 45, 22.86675275523166, 103, 'High Risk'),
(168659, 80, 15, '55:46.2', 37.20397210926982, 98.40217914558765, 115, 78, 32, 'Male', 83.48262889180305, 1.6059467112754846, 0.1281597062637272, 37, 32.369340861315585, 90.33333333333333, 'High Risk'),
(168660, 81, 18, '54:46.2', 36.17543090375905, 95.99090833833178, 130, 88, 50, 'Male', 54.85327129349714, 1.8869372030355693, 0.075609698, 42, 15.405920004980507, 102, 'High Risk'),
(168661, 66, 12, '53:46.2', 36.98402076689304, 95.59083190926955, 111, 84, 83, 'Female', 59.39458047872101, 1.7382705822378233, 0.071546288, 27, 19.656765573637347, 93, 'Low Risk'),
(168662, 61, 18, '52:46.2', 37.20927678548692, 99.48358372369565, 131, 77, 53, 'Male', 95.85631789, 1.5545551605370778, 0.10053086203502792, 54, 39.66509227328827, 95, 'High Risk'),
(168663, 92, 12, '51:46.2', 36.62368713536515, 99.04995024781981, 114, 84, 33, 'Male', 89.38188313101014, 1.7878312710973383, 0.11127268520491648, 30, 27.96381637907495, 94, 'High Risk'),
(168664, 85, 16, '50:46.2', 36.743683276637086, 97.38263975687956, 131, 85, 27, 'Male', 72.48674120283403, 1.782184047561046, 0.12923643565989212, 46, 22.82198794570803, 100.33333333333333, 'Low Risk'),
(168665, 87, 13, '49:46.2', 36.958856198407986, 99.96800175544226, 129, 86, 52, 'Female', 93.21467019658927, 1.8959757448697312, 0.086403655, 43, 25.93096704, 100.33333333333333, 'Low Risk'),
(168666, 84, 18, '48:46.2', 36.394888360698346, 99.19674602823065, 118, 88, 67, 'Female', 97.05716942, 1.7795843431479916, 0.056870941, 30, 30.647176469870207, 98, 'High Risk'),
(168667, 61, 16, '47:46.2', 36.45581882, 99.31983095, 118, 79, 79, 'Male', 89.44229360634569, 1.785233202523945, 0.10053377167132296, 39, 28.064222610889136, 92, 'Low Risk'),
(168668, 94, 15, '46:46.2', 36.15050593, 99.19698867, 135, 83, 22, 'Male', 90.99167460926725, 1.5168127490461178, 0.1147222843278676, 52, 39.54920129146351, 100.33333333333333, 'High Risk'),
(168669, 90, 15, '45:46.2', 36.609224425464284, 98.99364055221741, 126, 73, 76, 'Male', 86.12259452733221, 1.5648582594551474, 0.090377446, 53, 35.16957271301314, 90.66666666666666, 'High Risk'),
(168670, 60, 19, '44:46.2', 36.99929027122295, 96.52959430351761, 137, 74, 88, 'Male', 93.64030933591428, 1.667258983490072, 0.075647171, 63, 33.686563364400676, 95, 'High Risk'),
(168671, 94, 15, '43:46.2', 36.028690018871885, 97.73763913830915, 125, 86, 80, 'Male', 79.01996958459752, 1.737837537778355, 0.12181466086682494, 39, 26.164865731448252, 99, 'High Risk'),
(168672, 82, 15, '42:46.2', 36.145111676052466, 95.44244029439935, 131, 79, 57, 'Female', 79.62466854515087, 1.5213181784723115, 0.061262025374414254, 52, 34.40388822372344, 96.33333333333333, 'High Risk'),
(168673, 89, 16, '41:46.2', 36.71661866251773, 97.79172406530597, 119, 87, 30, 'Female', 67.41488203, 1.8381060611032556, 0.1274585859621834, 32, 19.953295972700605, 97.66666666666667, 'Low Risk'),
(168674, 79, 14, '40:46.2', 36.54256254143714, 96.08773814, 138, 81, 28, 'Female', 69.92112399738743, 1.6455511570377082, 0.1402583639335293, 57, 25.821747178031448, 100, 'Low Risk'),
(168675, 79, 17, '39:46.2', 36.164540014095394, 95.43881086597538, 130, 82, 24, 'Male', 67.47454410415634, 1.981409779708136, 0.081018622, 48, 17.18665481407551, 98, 'High Risk'),
(168676, 79, 16, '38:46.2', 36.40263751286051, 97.96991673734267, 134, 85, 30, 'Male', 58.38223647238541, 1.9088198115157389, 0.1031796977068805, 49, 16.02325926779737, 101.33333333333333, 'High Risk'),
(168677, 85, 15, '37:46.2', 37.11799640506565, 98.69953170203888, 111, 79, 65, 'Male', 53.19414386330433, 1.6476580146135473, 0.13390069655897913, 32, 19.594296391109047, 89.66666666666667, 'Low Risk'),
(168678, 99, 14, '36:46.2', 36.27275146, 99.12036484341839, 124, 86, 86, 'Male', 68.99676996849502, 1.569178666590437, 0.11692039302063685, 38, 28.021021913441604, 98.66666666666667, 'High Risk'),
(168679, 85, 12, '35:46.2', 37.042388665124044, 98.96307849868417, 122, 71, 70, 'Female', 75.70798438588214, 1.594430825396319, 0.1250984162165022, 51, 29.78038580657347, 88, 'Low Risk'),
(168680, 70, 17, '34:46.2', 36.41910841186776, 98.30143817528679, 124, 78, 81, 'Male', 58.688847634869575, 1.779179324, 0.12082317617172651, 46, 18.540273487721123, 93.33333333333333, 'Low Risk'),
(168681, 98, 15, '33:46.2', 36.10785261500097, 96.32119722, 127, 71, 78, 'Male', 89.29019111433617, 1.7746169914015972, 0.053805134, 56, 28.35270385220697, 89.66666666666666, 'High Risk'),
(168682, 63, 15, '32:46.2', 36.37323434067443, 96.30597795268254, 118, 79, 36, 'Female', 94.79560753, 1.6544045818508688, 0.060896701, 39, 34.634168527461206, 92, 'High Risk'),
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(168684, 98, 12, '30:46.2', 36.10638376969503, 95.37665295457735, 134, 87, 43, 'Male', 65.38872886729601, 1.7738755246560018, 0.12871620345491197, 47, 20.78052961786621, 102.66666666666667, 'High Risk'),
(168685, 97, 13, '29:46.2', 36.08997156977791, 99.04420751, 111, 76, 65, 'Male', 97.41379464921047, 1.8763715792520437, 0.11079809569375595, 35, 27.66831865016919, 87.66666666666667, 'High Risk'),
(168686, 86, 19, '28:46.2', 36.26113817332878, 99.82767640624611, 125, 73, 70, 'Male', 95.53436168751952, 1.6330206775089966, 0.12382435242626305, 52, 35.82417836017722, 90.33333333333333, 'High Risk'),
(168687, 83, 18, '27:46.2', 36.97197439368259, 97.13471479385112, 123, 72, 39, 'Male', 52.492699686977865, 1.8949936205228688, 0.08627252, 51, 14.617846748455696, 89, 'High Risk'),
(168688, 81, 12, '26:46.2', 37.23684997538037, 98.48117431, 118, 81, 28, 'Male', 94.65146621759482, 1.8109427430356757, 0.087367654, 37, 28.861434110873017, 93.33333333333333, 'Low Risk'),
(168689, 79, 12, '25:46.2', 36.71921946821682, 95.57382270678634, 135, 79, 79, 'Male', 86.33999559562713, 1.8614594856668678, 0.11449632623729829, 56, 24.917521722178925, 97.66666666666666, 'Low Risk'),
(168690, 88, 18, '24:46.2', 37.16931008547505, 98.11038788317421, 117, 77, 32, 'Female', 87.85138604289205, 1.813030828417625, 0.1456908381417054, 40, 26.726263147935505, 90.33333333333333, 'Low Risk'),
(168691, 85, 15, '23:46.2', 37.483109256440976, 98.07432880955254, 121, 85, 38, 'Male', 73.28371218736606, 1.842462110895978, 0.14662627042685383, 36, 21.587896595749736, 97, 'Low Risk'),
(168692, 82, 13, '22:46.2', 36.55623063650461, 98.09656171410583, 118, 76, 38, 'Male', 58.04987296762035, 1.792493231235665, 0.059085934, 42, 18.067007504509323, 90, 'High Risk'),
(168693, 89, 17, '21:46.2', 36.80478257486645, 96.73362923634934, 113, 77, 68, 'Male', 98.14942075133393, 1.937557056, 0.061719264945849256, 36, 26.144403669098878, 89, 'Low Risk'),
(168694, 78, 12, '20:46.2', 37.31638159381753, 99.90371910371194, 122, 74, 70, 'Female', 95.86858884891431, 1.5003140196904474, 0.060831937882636966, 48, 42.59042753356956, 90, 'High Risk'),
(168695, 81, 14, '19:46.2', 37.345271880385134, 96.4391512, 113, 77, 83, 'Male', 52.4400765, 1.695630791281993, 0.072456803, 36, 18.238987585234298, 89, 'High Risk'),
(168696, 96, 12, '18:46.2', 37.292256373820514, 96.47773113, 138, 75, 29, 'Male', 55.00722462479665, 1.9696870857190505, 0.10905663850757363, 63, 14.178335812651222, 96, 'High Risk'),
(168697, 96, 14, '17:46.2', 37.259240817474435, 95.46404236865266, 119, 71, 36, 'Male', 99.15389776604871, 1.7866128100202587, 0.127189212, 48, 31.063393914495222, 87, 'High Risk'),
(168698, 69, 18, '16:46.2', 37.36953051140436, 95.20694929, 119, 82, 78, 'Female', 79.56215071994443, 1.8722064596956047, 0.14480310555497072, 37, 22.698598120028354, 94.33333333333333, 'Low Risk'),
(168699, 93, 12, '15:46.2', 36.50256928999301, 97.24214125381933, 124, 87, 68, 'Male', 65.94998178338982, 1.9096544190485218, 0.078386489, 37, 18.08444210506962, 99.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(168701, 77, 13, '13:46.2', 36.724531155112224, 96.98784948628106, 125, 74, 47, 'Male', 81.48729792002138, 1.848303470553778, 0.080496334, 51, 23.853019272287842, 91, 'Low Risk'),
(168702, 67, 15, '12:46.2', 37.44944452430343, 98.19250210151935, 122, 81, 59, 'Female', 67.66844230159072, 1.729370646312844, 0.082933457, 41, 22.626116191752118, 94.66666666666667, 'Low Risk'),
(168703, 88, 13, '11:46.2', 36.59109639739576, 95.83328033120618, 133, 72, 66, 'Female', 86.72603061768541, 1.5770404339664215, 0.070083517, 61, 34.87095269400955, 92.33333333333333, 'High Risk'),
(168704, 83, 19, '10:46.2', 36.02207028052042, 98.46405092521435, 117, 87, 68, 'Male', 87.05491960112384, 1.818806844941003, 0.11732617038358788, 30, 26.316017033141236, 97, 'Low Risk'),
(168705, 64, 19, '09:46.2', 36.17237913471038, 98.51120012470942, 132, 83, 81, 'Male', 55.59679340217929, 1.8390247199293988, 0.054622372, 49, 16.438970266483373, 99.33333333333333, 'High Risk'),
(168706, 74, 15, '08:46.2', 36.615277213106445, 99.78189557, 132, 88, 32, 'Male', 57.479668061353046, 1.524370786377198, 0.09295163, 44, 24.73620190333837, 102.66666666666667, 'Low Risk'),
(168707, 75, 18, '07:46.2', 37.052250299128154, 99.35160806793921, 115, 83, 79, 'Male', 78.03841973911454, 1.785222914, 0.14276148, 32, 24.486322287371365, 93.66666666666667, 'Low Risk'),
(168708, 99, 19, '06:46.2', 36.01198924424561, 99.38113580125966, 125, 70, 74, 'Male', 90.64822613489882, 1.6138710130876472, 0.061772938711112425, 55, 34.803399559436436, 88.33333333333333, 'High Risk'),
(168709, 60, 12, '05:46.2', 36.236141113198016, 98.32800660307869, 111, 74, 84, 'Female', 62.383031638561874, 1.5004137877308787, 0.052684417, 37, 27.710501376668176, 86.33333333333333, 'Low Risk'),
(168710, 64, 13, '04:46.2', 36.15144296095254, 98.22125736, 139, 89, 19, 'Female', 53.31838164320738, 1.7122649030606873, 0.1409820459713503, 50, 18.185910490123607, 105.66666666666666, 'High Risk'),
(168711, 98, 17, '03:46.2', 36.257372863987506, 95.52104266, 117, 70, 71, 'Female', 50.145757737575984, 1.9601520078312515, 0.078886523, 47, 13.051327710393537, 85.66666666666667, 'High Risk'),
(168712, 73, 17, '02:46.2', 36.93533850230814, 97.71045877324153, 116, 77, 83, 'Male', 61.78278615116332, 1.940755415201979, 0.13700458671543067, 39, 16.403097866587128, 90, 'High Risk'),
(168713, 96, 17, '01:46.2', 37.17699867874552, 97.27112936871046, 128, 78, 37, 'Female', 80.25461190224962, 1.7258439549825235, 0.1149971494015354, 50, 26.94430261718702, 94.66666666666666, 'High Risk'),
(168714, 85, 15, '00:46.2', 37.178459706009264, 97.12151418400416, 131, 80, 48, 'Male', 95.06377085546832, 1.9103647493720028, 0.11884893438631969, 51, 26.04848357448155, 97, 'Low Risk'),
(168715, 67, 14, '59:46.2', 36.95298440000086, 97.50401255012456, 133, 80, 55, 'Male', 50.07400586408778, 1.6347643030137813, 0.074097092, 53, 18.73708574521791, 97.66666666666666, 'Low Risk'),
(168716, 68, 18, '58:46.2', 36.03273635701025, 96.86564274745862, 117, 87, 86, 'Male', 79.21796328255053, 1.5585694779130141, 0.12569839569002506, 30, 32.611542293274496, 97, 'High Risk'),
(168717, 80, 13, '57:46.2', 36.983552500846635, 96.63722736409947, 132, 79, 62, 'Male', 66.18734963482466, 1.9003994608465966, 0.086865992, 53, 18.326738951454182, 96.66666666666666, 'High Risk'),
(168718, 69, 13, '56:46.2', 37.16320441378116, 99.42111887618738, 133, 83, 69, 'Male', 56.90069879973242, 1.9908400036261904, 0.087728488, 50, 14.356377924777636, 99.66666666666666, 'High Risk'),
(168719, 64, 15, '55:46.2', 36.73644626741056, 96.76590380734572, 138, 86, 71, 'Female', 51.153072891933384, 1.526306409487909, 0.1223602337279759, 52, 21.957772039436414, 103.33333333333333, 'Low Risk'),
(168720, 96, 16, '54:46.2', 37.16050538114138, 99.40548526542938, 117, 88, 27, 'Female', 63.24571668213273, 1.5964311730705796, 0.10730464300681933, 29, 24.815939355377196, 97.66666666666667, 'High Risk'),
(168721, 92, 15, '53:46.2', 37.11433630464578, 99.69385798090053, 121, 81, 60, 'Female', 59.87002129856784, 1.6514852666758024, 0.1126350101860375, 40, 21.951287885976523, 94.33333333333333, 'High Risk'),
(168722, 87, 15, '52:46.2', 37.246647132619614, 96.78277009942187, 113, 86, 77, 'Male', 56.36854501493468, 1.5303078171493938, 0.14866756172976517, 27, 24.07017409730503, 95, 'Low Risk'),
(168723, 78, 17, '51:46.2', 36.177474113495144, 95.50696565143056, 131, 77, 35, 'Female', 87.55892556529088, 1.7826238431601773, 0.10704075937983606, 54, 27.553768268369552, 95, 'Low Risk'),
(168724, 97, 16, '50:46.2', 36.92326071938578, 99.50813934156028, 130, 86, 67, 'Female', 83.17025221860195, 1.9225752181943525, 0.12819433680965062, 44, 22.500975071471608, 100.66666666666667, 'High Risk'),
(168725, 66, 15, '49:46.2', 37.19651337375715, 98.87819670687445, 116, 83, 73, 'Male', 61.12138832084737, 1.935139608602218, 0.11379827265117262, 33, 16.321820820869704, 94, 'High Risk'),
(168726, 99, 15, '48:46.2', 36.31670568122941, 95.94050096282616, 120, 83, 20, 'Female', 77.46610785, 1.6716058058014653, 0.10163574989427934, 37, 27.723240622519285, 95.33333333333333, 'High Risk'),
(168727, 60, 17, '47:46.2', 37.33173267579994, 98.31810566148265, 110, 79, 70, 'Female', 55.62137234636826, 1.5304117791993246, 0.14829279580853888, 31, 23.747893938248357, 89.33333333333333, 'Low Risk'),
(168728, 74, 12, '46:46.2', 36.72336840637059, 98.60433116245491, 118, 79, 30, 'Female', 57.55166173, 1.5715242076177385, 0.13902952543298228, 39, 23.303208309097155, 92, 'Low Risk'),
(168729, 61, 16, '45:46.2', 36.51674362212305, 99.9565052, 113, 70, 58, 'Female', 63.99106127021895, 1.7212141103832144, 0.065390627, 43, 21.59978943086886, 84.33333333333333, 'Low Risk'),
(168730, 72, 18, '44:46.2', 36.59805503597167, 96.67978099716056, 137, 82, 33, 'Male', 81.44080940483965, 1.5205478750972339, 0.072978191, 55, 35.22426047717608, 100.33333333333333, 'High Risk'),
(168731, 60, 19, '43:46.2', 36.17458218988547, 95.23769271516821, 138, 72, 35, 'Male', 98.46909882, 1.530043582, 0.12268574539768497, 66, 42.06223641041516, 94, 'High Risk'),
(168732, 69, 19, '42:46.2', 36.85534500222455, 96.61363965, 114, 81, 31, 'Male', 77.62919490348337, 1.867287349515429, 0.10614184429139967, 33, 22.263978409453298, 92, 'Low Risk'),
(168733, 95, 19, '41:46.2', 36.916550813114846, 95.92453063755971, 129, 71, 85, 'Male', 56.70203498977373, 1.9906308789178349, 0.090339075, 58, 14.309259917964395, 90.33333333333333, 'High Risk'),
(168734, 74, 17, '40:46.2', 37.445628176205595, 97.28994190787641, 138, 88, 77, 'Female', 62.37929772159494, 1.9882639839023153, 0.055077575, 50, 15.779469192207664, 104.66666666666666, 'High Risk'),
(168735, 68, 18, '39:46.2', 37.07321913, 98.34450741325531, 138, 84, 75, 'Male', 74.66469604760798, 1.9563861498209476, 0.11744326657832313, 54, 19.50770333038765, 102, 'Low Risk'),
(168736, 73, 14, '38:46.2', 36.75040111561367, 99.87501655058156, 126, 82, 71, 'Female', 88.36847777310868, 1.84751184, 0.1042841240328383, 44, 25.889455317319104, 96.66666666666667, 'Low Risk'),
(168737, 83, 14, '37:46.2', 36.18067787496142, 98.18048086224492, 125, 78, 62, 'Female', 66.53785478209555, 1.9328158416754226, 0.11969623542651664, 47, 17.810981061193072, 93.66666666666667, 'High Risk'),
(168738, 98, 15, '36:46.2', 37.193145603405654, 99.43239573921888, 126, 89, 76, 'Female', 57.98548977458029, 1.8180403509572327, 0.074766335, 37, 17.543340539070087, 101.33333333333333, 'High Risk'),
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(168915, 95, 12, '39:46.2', 36.52899855706726, 96.21640028458549, 133, 87, 35, 'Male', 60.3112714, 1.9897835443324525, 0.098958333, 46, 15.233048120302367, 102.33333333333333, 'High Risk'),
(168916, 75, 18, '38:46.2', 36.35567681008803, 95.80692092638307, 111, 87, 66, 'Male', 51.77810673400134, 1.5303526587668548, 0.11341403857034543, 24, 22.108695672093603, 95, 'Low Risk'),
(168917, 80, 14, '37:46.2', 36.24790663779115, 99.67152805, 120, 79, 18, 'Female', 94.61230026191657, 1.6401199747290263, 0.13919294778380653, 41, 35.17194340946159, 92.66666666666667, 'High Risk'),
(168918, 91, 15, '36:46.2', 36.40029548061045, 99.34330776909721, 126, 76, 47, 'Female', 93.31636575644447, 1.9950810565850752, 0.13414764883540842, 50, 23.444270665500323, 92.66666666666666, 'High Risk'),
(168919, 65, 14, '35:46.2', 36.71799512616448, 95.97421126847959, 139, 87, 24, 'Female', 92.67478487187925, 1.9156595622269628, 0.14546828892247765, 52, 25.25369453443532, 104.33333333333333, 'Low Risk'),
(168920, 78, 16, '34:46.2', 36.61389927850343, 96.82810941003567, 135, 84, 89, 'Male', 88.82814246901708, 1.668807825771977, 0.066695405, 51, 31.896125031884583, 101, 'High Risk'),
(168921, 82, 13, '33:46.2', 37.38930321103478, 99.20050186849117, 133, 89, 34, 'Female', 80.82579511484349, 1.9235083628160001, 0.12022261860430808, 44, 21.845491885667393, 103.66666666666667, 'Low Risk'),
(168922, 76, 17, '32:46.2', 36.082841096216455, 97.48127197516153, 123, 84, 46, 'Female', 86.78639481706549, 1.952726687346548, 0.095924974, 39, 22.759814831116998, 97, 'Low Risk'),
(168923, 92, 14, '31:46.2', 36.30503167, 99.62293728906157, 130, 77, 79, 'Female', 60.22417796635858, 1.990077484217904, 0.14943826994304155, 53, 15.206557502983552, 94.66666666666666, 'High Risk'),
(168924, 73, 15, '30:46.2', 36.18519454878452, 98.61933199177133, 124, 78, 73, 'Male', 84.31982161765072, 1.8368533240725027, 0.053053594855243885, 46, 24.990832406639996, 93.33333333333333, 'Low Risk'),
(168925, 64, 13, '29:46.2', 36.591391801122896, 97.99951939286194, 133, 81, 69, 'Male', 65.24914554919744, 1.6973716063393538, 0.094993244, 52, 22.647536217255965, 98.33333333333333, 'Low Risk'),
(168926, 88, 12, '28:46.2', 36.32233889, 96.96572756, 122, 85, 69, 'Female', 78.79298055793657, 1.7565030778830153, 0.071382197, 37, 25.538165606077598, 97.33333333333333, 'Low Risk'),
(168927, 88, 13, '27:46.2', 36.387932367999305, 96.24509049670465, 127, 77, 69, 'Male', 59.59750398519462, 1.9871025454109277, 0.086303666, 50, 15.093414954247185, 93.66666666666666, 'High Risk'),
(168928, 94, 12, '26:46.2', 37.027922896428386, 99.62817571183945, 130, 89, 31, 'Female', 95.78920117341659, 1.989039859, 0.065499072, 41, 24.211939444829298, 102.66666666666667, 'High Risk'),
(168929, 64, 12, '25:46.2', 37.48076365146033, 98.60333076, 131, 87, 46, 'Male', 68.68760770147989, 1.9730009334859422, 0.092798237, 44, 17.645087213920846, 101.66666666666667, 'High Risk'),
(168930, 85, 15, '24:46.2', 37.39389033, 95.83268487, 139, 86, 54, 'Female', 97.79979085148776, 1.7292254288123334, 0.11869581704896094, 53, 32.70654726, 103.66666666666666, 'High Risk'),
(168931, 91, 14, '23:46.2', 36.25714242182452, 97.11381230221426, 114, 74, 84, 'Female', 83.01690675, 1.7353364985421547, 0.13482022959786577, 40, 27.567611827059515, 87.33333333333333, 'High Risk'),
(168932, 75, 12, '22:46.2', 36.98295066550026, 95.21672947330721, 137, 74, 73, 'Male', 67.48556376323663, 1.5685258892658973, 0.13980426855754097, 63, 27.43010674021948, 95, 'Low Risk'),
(168933, 65, 18, '21:46.2', 37.43419581253544, 97.42952452768326, 126, 77, 57, 'Male', 76.29728344770977, 1.8360703442293602, 0.098021592, 49, 22.632391298421734, 93.33333333333333, 'Low Risk'),
(168934, 62, 19, '20:46.2', 36.72977442911175, 95.73797192, 116, 82, 84, 'Female', 54.86934065253326, 1.6250110653634509, 0.077216633, 34, 20.778638920564696, 93.33333333333333, 'Low Risk'),
(168935, 66, 17, '19:46.2', 36.58715988701514, 97.46031525090555, 123, 75, 35, 'Female', 62.35531210492091, 1.521029420254108, 0.08759635, 48, 26.95244872642514, 91, 'Low Risk'),
(168936, 96, 18, '18:46.2', 36.98250612921435, 96.29532237027193, 112, 72, 55, 'Female', 61.86854398399836, 1.6553231063978218, 0.099130907, 40, 22.57898113704968, 85.33333333333333, 'High Risk'),
(168937, 78, 18, '17:46.2', 36.77384383657674, 99.27743540596084, 117, 82, 69, 'Male', 67.67715221427963, 1.6491310218004545, 0.142987158, 35, 24.884662398316127, 93.66666666666667, 'Low Risk'),
(168938, 65, 12, '16:46.2', 37.33917250124546, 97.48831955805873, 119, 85, 51, 'Female', 63.82434242079484, 1.6039882563001175, 0.096242594, 34, 24.807556005563402, 96.33333333333333, 'Low Risk'),
(168939, 68, 14, '15:46.2', 36.16557942937567, 99.07723738474132, 122, 84, 74, 'Male', 51.37956602022483, 1.8428541088924528, 0.080301015, 38, 15.128940716576789, 96.66666666666667, 'High Risk'),
(168940, 96, 18, '14:46.2', 37.031875826847546, 95.58848321695868, 129, 87, 52, 'Male', 96.37621695, 1.682816827938547, 0.10189745758023472, 42, 34.03268252804646, 101, 'High Risk'),
(168941, 69, 12, '13:46.2', 37.00172111141122, 97.76081050225687, 132, 86, 44, 'Female', 85.92844574876078, 1.5497188932004473, 0.10643129270463786, 46, 35.77923915188947, 101.33333333333333, 'High Risk'),
(168942, 97, 12, '12:46.2', 36.35124865296563, 97.35319355, 111, 73, 82, 'Female', 88.26131533257255, 1.6564094756799168, 0.050550873990149396, 38, 32.16880904904377, 85.66666666666667, 'High Risk'),
(168943, 79, 16, '11:46.2', 36.15128849937958, 98.23286485099825, 118, 72, 67, 'Male', 71.16300504060698, 1.7905627311126529, 0.11498842163632017, 46, 22.19602459434069, 87.33333333333333, 'Low Risk'),
(168944, 77, 12, '10:46.2', 36.771065157624236, 98.35072028128317, 129, 77, 60, 'Male', 76.62431371369031, 1.7882975827418846, 0.07144913, 52, 23.960011312321278, 94.33333333333333, 'Low Risk'),
(168945, 65, 15, '09:46.2', 37.07197632, 99.35737811467051, 135, 84, 29, 'Male', 60.216875151054786, 1.641487102788081, 0.1404286445174511, 51, 22.34823683725447, 101, 'Low Risk'),
(168946, 99, 16, '08:46.2', 37.39127083257703, 96.10080363237637, 135, 89, 59, 'Female', 57.26470963631919, 1.9135695284307206, 0.05516644, 46, 15.638625136688704, 104.33333333333333, 'High Risk'),
(168947, 79, 18, '07:46.2', 36.68739776515756, 96.21860833281568, 127, 81, 60, 'Female', 62.483021877214384, 1.7771911235676578, 0.095372971, 46, 19.78307303752459, 96.33333333333333, 'Low Risk'),
(168948, 72, 18, '06:46.2', 36.55907878734194, 95.52733494, 134, 81, 26, 'Male', 64.63344953256131, 1.7705580230427567, 0.1145509598527915, 53, 20.61754769585784, 98.66666666666666, 'Low Risk'),
(168949, 77, 19, '05:46.2', 37.30133744904131, 95.85094197776465, 132, 72, 27, 'Female', 82.81316925865491, 1.571390883828133, 0.070561511, 60, 33.53752016060769, 92, 'High Risk'),
(168950, 87, 17, '04:46.2', 36.13839062380051, 98.14584752, 125, 75, 71, 'Male', 60.69520149249338, 1.534268353998275, 0.090959638, 50, 25.78408373264834, 91.66666666666666, 'Low Risk'),
(168951, 64, 15, '03:46.2', 36.185457987019724, 97.23949817516174, 115, 85, 64, 'Male', 64.35828741815537, 1.6295073881266293, 0.13687532043274908, 30, 24.23772262851856, 95, 'Low Risk'),
(168952, 72, 18, '02:46.2', 36.94562526203296, 97.56551337224239, 139, 89, 27, 'Male', 99.15371468654814, 1.9558032385633992, 0.101416234, 50, 25.921412744806098, 105.66666666666666, 'Low Risk'),
(168953, 78, 19, '01:46.2', 36.132218201958025, 95.67794277117756, 119, 73, 74, 'Male', 73.67044751107257, 1.708040347491195, 0.11929382538615838, 46, 25.252074221453697, 88.33333333333333, 'Low Risk'),
(168954, 84, 14, '00:46.2', 36.63818507762946, 99.40961529531563, 113, 84, 29, 'Female', 70.28836495817414, 1.8616103247253406, 0.14434615394164743, 29, 20.281771383823106, 93.66666666666667, 'Low Risk'),
(168955, 81, 13, '59:46.2', 36.935776959783105, 99.63600757877413, 124, 86, 71, 'Female', 60.64005221503644, 1.7290292182143643, 0.10759315239721018, 38, 20.28406072088032, 98.66666666666667, 'Low Risk'),
(168956, 82, 18, '58:46.2', 36.44720570183652, 96.97355608271978, 136, 83, 80, 'Male', 94.75994724667365, 1.8021037005120881, 0.068674762, 53, 29.17865394371444, 100.66666666666666, 'Low Risk'),
(168957, 64, 18, '57:46.2', 37.31109755686668, 99.89914537588693, 125, 74, 46, 'Male', 75.07403831231605, 1.7005450712164334, 0.12949335156664554, 51, 25.960525764415053, 91, 'Low Risk'),
(168958, 61, 12, '56:46.2', 37.31203350202111, 97.12004090658445, 121, 70, 82, 'Female', 88.45050262914813, 1.7438768777490077, 0.072953007, 51, 29.084973099746797, 87, 'Low Risk'),
(168959, 78, 17, '55:46.2', 36.74658204287228, 97.18801118012927, 116, 84, 23, 'Female', 57.22468166274812, 1.645151097102318, 0.070210157, 32, 21.143252803989782, 94.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(168960, 76, 19, '54:46.2', 36.26682955, 98.16582184703034, 137, 78, 50, 'Male', 65.23038549811827, 1.9528810768729883, 0.10143456609594334, 59, 17.104026106397406, 97.66666666666666, 'High Risk'),
(168961, 89, 16, '53:46.2', 36.411322212473195, 95.80443495, 133, 79, 82, 'Male', 79.64829956894492, 1.8660308926442317, 0.1356009738348208, 54, 22.873827926789804, 97, 'Low Risk'),
(168962, 84, 14, '52:46.2', 37.21605651037302, 96.81236401541221, 123, 83, 78, 'Male', 84.32284178711937, 1.6936238920456022, 0.10208474986525738, 40, 29.397560380537477, 96.33333333333333, 'Low Risk'),
(168963, 87, 15, '51:46.2', 36.21733613, 97.85569396702721, 132, 72, 57, 'Female', 54.21521260226439, 1.7823412519286734, 0.11259253112237147, 60, 17.066302822478065, 92, 'High Risk'),
(168964, 63, 12, '50:46.2', 36.495306719346665, 96.25974899507048, 129, 79, 65, 'Female', 72.36404623067952, 1.8567152717107593, 0.14230970691080685, 50, 20.99095624251049, 95.66666666666666, 'Low Risk'),
(168965, 74, 19, '49:46.2', 36.71646606179753, 99.05549219642943, 112, 85, 54, 'Female', 61.48074886, 1.925550267933853, 0.1359570504963527, 27, 16.58171427312182, 94, 'High Risk'),
(168966, 91, 16, '48:46.2', 37.480406709134655, 99.18369043893694, 127, 76, 37, 'Female', 85.68609597715147, 1.5185175912415751, 0.11468999086196854, 51, 37.15957183556951, 93, 'High Risk'),
(168967, 83, 17, '47:46.2', 36.86147664664685, 97.72954486633564, 123, 77, 79, 'Male', 60.92783255600958, 1.8226823838533315, 0.053871985, 46, 18.339763735232413, 92.33333333333333, 'High Risk'),
(168968, 81, 13, '46:46.2', 36.05235965492564, 98.19972276278058, 120, 73, 52, 'Female', 79.95027848615663, 1.6615636921374997, 0.1154389360978542, 47, 28.95916221722381, 88.66666666666667, 'Low Risk'),
(168969, 79, 18, '45:46.2', 37.14362349240173, 99.45346734457871, 135, 82, 61, 'Female', 56.15056335549805, 1.9635965526389947, 0.10233420077035812, 53, 14.562957964611643, 99.66666666666666, 'High Risk'),
(168970, 98, 18, '44:46.2', 36.03277883681208, 96.51487490434491, 134, 70, 75, 'Female', 82.88926308, 1.5911878382566311, 0.12648880677799682, 64, 32.738243694462916, 91.33333333333333, 'High Risk'),
(168971, 82, 14, '43:46.2', 36.89819043875459, 99.36831466160072, 111, 83, 27, 'Female', 91.79987250026016, 1.9575868476690772, 0.12602347844969108, 28, 23.955211029061676, 92.33333333333333, 'Low Risk'),
(168972, 68, 12, '42:46.2', 36.04349028458093, 96.38134715181958, 132, 73, 30, 'Male', 69.26920470582695, 1.5393781469814283, 0.12406025171792329, 59, 29.231396740384408, 92.66666666666666, 'Low Risk'),
(168973, 83, 18, '41:46.2', 37.49725350201573, 98.70603057370532, 119, 74, 70, 'Female', 75.41809736502529, 1.886730431318256, 0.13049018325206252, 45, 21.186336376074372, 89, 'Low Risk'),
(168974, 77, 15, '40:46.2', 37.34770645340883, 98.32746642007862, 110, 74, 85, 'Male', 94.24688028470462, 1.9387078613771114, 0.05438671, 36, 25.07507499562974, 86, 'Low Risk'),
(168975, 88, 14, '39:46.2', 36.46056239271147, 99.23901392902302, 123, 86, 59, 'Female', 80.24630882374727, 1.8338905865448603, 0.10351401815610589, 37, 23.860427597756484, 98.33333333333333, 'Low Risk'),
(168976, 94, 17, '38:46.2', 37.204870627004034, 98.726196, 117, 76, 24, 'Male', 95.83336734319182, 1.8854089260967357, 0.10092622525079185, 41, 26.959114966869517, 89.66666666666667, 'High Risk'),
(168977, 99, 15, '37:46.2', 36.455972755956836, 99.37522343188719, 122, 86, 89, 'Male', 93.75309481, 1.9435617084651198, 0.10069311697372185, 36, 24.819266624299576, 98, 'High Risk'),
(168978, 97, 15, '36:46.2', 37.01804147691124, 95.85084027, 138, 71, 48, 'Female', 75.01000126584904, 1.632960361399582, 0.087773493, 67, 28.129880502251556, 93.33333333333333, 'High Risk'),
(168979, 91, 15, '35:46.2', 36.23951678817422, 98.46634228966897, 123, 85, 65, 'Male', 70.76844578450526, 1.875643339603499, 0.11597652802844251, 38, 20.115884775485775, 97.66666666666667, 'High Risk'),
(168980, 66, 17, '34:46.2', 36.945269977958894, 96.49966226838175, 136, 82, 22, 'Female', 86.94911557622002, 1.9524845696560453, 0.087569289, 54, 22.808144097543227, 100, 'Low Risk'),
(168981, 69, 13, '33:46.2', 36.227504815379746, 97.52433551, 116, 75, 65, 'Female', 82.32940451718218, 1.797654653113688, 0.11060468406999344, 41, 25.476657449431038, 88.66666666666667, 'Low Risk'),
(168982, 74, 14, '32:46.2', 37.135409559109114, 98.31275182305434, 121, 81, 22, 'Male', 93.86177211, 1.5059670354332213, 0.11516621178619481, 40, 41.38641595444053, 94.33333333333333, 'High Risk'),
(168983, 73, 15, '31:46.2', 36.47507561396495, 97.47426165868139, 112, 84, 55, 'Male', 59.09521596989353, 1.7987703297177011, 0.093664579, 28, 18.264210060373337, 93.33333333333333, 'High Risk'),
(168984, 76, 15, '30:46.2', 36.816655031105824, 98.15633528348624, 118, 79, 78, 'Male', 77.56520444817527, 1.7131235827489122, 0.071393284, 39, 26.429536954622854, 92, 'Low Risk'),
(168985, 67, 17, '29:46.2', 37.44784794557156, 96.35880069909068, 113, 86, 32, 'Female', 64.46104647606289, 1.5084602310180646, 0.081480156, 27, 28.328894157278654, 95, 'Low Risk'),
(168986, 88, 14, '28:46.2', 37.14168373347946, 96.03968210764414, 124, 89, 84, 'Female', 82.26382760382948, 1.8060512210781734, 0.11396743479626763, 35, 25.220215110511237, 100.66666666666667, 'Low Risk'),
(168987, 81, 18, '27:46.2', 37.36182126, 97.68892475014326, 120, 86, 52, 'Male', 73.85948404997015, 1.601983403429023, 0.063307655, 34, 28.77996388274029, 97.33333333333333, 'Low Risk'),
(168988, 78, 12, '26:46.2', 36.84340043299388, 99.74588950376078, 131, 89, 18, 'Female', 81.69150235857533, 1.5531649069348075, 0.1436693910854149, 42, 33.86427205707282, 103, 'High Risk'),
(168989, 91, 12, '25:46.2', 36.058543436300056, 98.40044106729577, 118, 73, 83, 'Female', 77.12320032, 1.8330868494411185, 0.12315782143167596, 45, 22.95191671131365, 88, 'High Risk'),
(168990, 70, 19, '24:46.2', 36.80421616834839, 96.86612847954092, 114, 72, 88, 'Female', 54.643242980444484, 1.6354054618227507, 0.088767303, 42, 20.430809686811074, 86, 'Low Risk'),
(168991, 87, 13, '23:46.2', 36.92258201858698, 98.35333329135307, 119, 72, 44, 'Female', 92.23380373281572, 1.9533829559569351, 0.11884827522224263, 47, 24.172152824858173, 87.66666666666667, 'Low Risk'),
(168992, 65, 12, '22:46.2', 37.442941266436684, 95.07122299045227, 132, 70, 18, 'Male', 74.88359401, 1.8762665650711172, 0.10231144879579063, 62, 21.27147476886104, 90.66666666666666, 'Low Risk'),
(168993, 96, 14, '21:46.2', 36.434518148100906, 96.74202122114217, 131, 77, 44, 'Female', 81.81708318, 1.7710054939176185, 0.1307460107697992, 54, 26.085800932118868, 95, 'High Risk'),
(168994, 82, 14, '20:46.2', 36.60114708233434, 99.63944624259221, 125, 79, 59, 'Male', 91.62901600796937, 1.912787734654947, 0.060851275138591954, 46, 25.043756135049144, 94.33333333333333, 'Low Risk'),
(168995, 62, 13, '19:46.2', 36.89235679159612, 99.47175021657739, 118, 86, 39, 'Male', 75.99807523130335, 1.769846705656689, 0.091174331, 32, 24.262262079295983, 96.66666666666667, 'Low Risk'),
(168996, 63, 12, '18:46.2', 37.01767000759466, 96.98659956561228, 120, 77, 25, 'Male', 50.052139864162406, 1.8733052679106268, 0.11364309508925817, 43, 14.262824575719664, 91.33333333333333, 'High Risk'),
(168997, 82, 13, '17:46.2', 36.36514129688702, 98.10310830674374, 129, 80, 88, 'Male', 93.57196407589646, 1.8455820519344874, 0.067300373, 49, 27.47128846433879, 96.33333333333333, 'Low Risk'),
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(169173, 68, 16, '21:46.2', 36.20527326518021, 96.39754213624661, 121, 85, 72, 'Female', 67.34389403968473, 1.9389220997957726, 0.13229394600894756, 36, 17.913378548236505, 97, 'High Risk'),
(169174, 84, 13, '20:46.2', 37.020232332727474, 99.13710219739787, 113, 77, 55, 'Male', 72.78687979, 1.7489811932653663, 0.061185875659145454, 36, 23.794841893069744, 89, 'Low Risk'),
(169175, 81, 13, '19:46.2', 36.77907601765324, 96.47669542100726, 126, 78, 54, 'Female', 97.09389560696061, 1.7911565658997035, 0.1370434246144136, 48, 30.263895411030205, 94, 'High Risk'),
(169176, 76, 13, '18:46.2', 36.14875571732959, 97.32536069824455, 129, 74, 69, 'Male', 88.66354563316591, 1.8710358269675311, 0.12785948828868793, 55, 25.32683305, 92.33333333333333, 'Low Risk'),
(169177, 94, 18, '17:46.2', 36.055370585349074, 99.80004578042464, 110, 81, 74, 'Female', 79.49571921167096, 1.5723200295269686, 0.088700293, 29, 32.155987347526356, 90.66666666666667, 'High Risk'),
(169178, 88, 16, '16:46.2', 36.128646084398014, 97.69858297720891, 110, 85, 77, 'Female', 51.815747490113864, 1.9387256373485442, 0.052034301, 25, 13.785707542376498, 93.33333333333333, 'High Risk'),
(169179, 85, 16, '15:46.2', 37.48875633052974, 96.49614275618927, 136, 80, 22, 'Female', 52.01691081932934, 1.8124289997552108, 0.078739973, 56, 15.835163496031589, 98.66666666666666, 'High Risk'),
(169180, 76, 15, '14:46.2', 37.495428519220845, 97.80230385, 130, 84, 86, 'Female', 93.71736852332816, 1.5961648049829957, 0.10293918977082059, 46, 36.784480300171076, 99.33333333333333, 'High Risk'),
(169181, 84, 19, '13:46.2', 36.280104101390556, 99.80459026955555, 137, 73, 57, 'Male', 86.65813370789945, 1.5526501519859532, 0.058133856680014466, 64, 35.94695528289696, 94.33333333333333, 'High Risk'),
(169182, 99, 15, '12:46.2', 36.401926458812554, 95.48215451119701, 129, 81, 52, 'Male', 56.73051579072687, 1.6044349929457067, 0.095285623, 48, 22.038015353518183, 97, 'High Risk'),
(169183, 99, 14, '11:46.2', 37.05416554002191, 97.83768008931052, 135, 82, 75, 'Female', 58.078313484032044, 1.5308764876779695, 0.099624781, 53, 24.781848106829745, 99.66666666666666, 'High Risk'),
(169184, 63, 17, '10:46.2', 36.67210463910436, 99.64363028, 120, 71, 36, 'Male', 62.05709477175504, 1.9750210370905612, 0.14996933781309502, 49, 15.909187057671316, 87.33333333333333, 'High Risk'),
(169185, 89, 16, '09:46.2', 37.364280160131905, 99.81854133812777, 121, 86, 41, 'Male', 89.51708613104357, 1.5170476248072546, 0.09256148, 35, 38.896229801652574, 97.66666666666667, 'High Risk'),
(169186, 74, 14, '08:46.2', 36.43302497825616, 96.26044871886569, 127, 78, 33, 'Male', 73.44471951031508, 1.8387383526302152, 0.094104315, 49, 21.72304526255664, 94.33333333333333, 'Low Risk'),
(169187, 84, 19, '07:46.2', 36.540450579917085, 98.66076371, 114, 86, 38, 'Female', 70.51935412349826, 1.5395846030715974, 0.065189777, 28, 29.75097531549187, 95.33333333333333, 'Low Risk'),
(169188, 82, 13, '06:46.2', 37.04034768512976, 99.70968226834964, 136, 87, 35, 'Female', 58.30074502960163, 1.6529932406444203, 0.092582835, 49, 21.336930830211838, 103.33333333333333, 'Low Risk'),
(169189, 78, 13, '05:46.2', 36.174182530479335, 95.02562494248787, 116, 81, 56, 'Male', 70.36333198924484, 1.8890805262033066, 0.13493344059929352, 35, 19.71720967205645, 92.66666666666667, 'Low Risk'),
(169190, 64, 15, '04:46.2', 37.356980257260865, 99.02225507210946, 137, 71, 76, 'Male', 95.16276564679676, 1.9822126966143172, 0.063830681, 66, 24.219576673019603, 93, 'Low Risk'),
(169191, 99, 17, '03:46.2', 37.12214506888199, 95.51910517, 111, 74, 33, 'Male', 88.29683809326924, 1.5391557739532575, 0.11018058480008705, 37, 37.2717685, 86.33333333333333, 'High Risk'),
(169192, 91, 14, '02:46.2', 36.76994730615325, 95.37677132621046, 130, 88, 58, 'Male', 97.15940536, 1.5556088799165286, 0.13479673525131575, 42, 40.149858683357316, 102, 'High Risk'),
(169193, 76, 17, '01:46.2', 36.71964340072507, 98.47350759310105, 122, 72, 37, 'Male', 93.84192131, 1.611417500425546, 0.1304502665495556, 50, 36.13938345489572, 88.66666666666666, 'High Risk'),
(169194, 79, 16, '00:46.2', 36.61696093157594, 96.88988429362051, 136, 72, 85, 'Female', 78.53091011385575, 1.916315310371126, 0.064527315, 64, 21.384873807523135, 93.33333333333333, 'Low Risk'),
(169195, 95, 16, '59:46.2', 36.475836422277254, 99.83960050031853, 130, 78, 19, 'Female', 57.618180729821475, 1.989365310200125, 0.12153935105814735, 52, 14.55896360174813, 95.33333333333333, 'High Risk'),
(169196, 99, 15, '58:46.2', 36.78223232783351, 95.31633110341009, 139, 72, 81, 'Female', 80.81583262415768, 1.7538691909349344, 0.095646206, 67, 26.27253947980132, 94.33333333333333, 'High Risk'),
(169197, 78, 16, '57:46.2', 36.195191198410406, 97.56697163942802, 132, 84, 52, 'Female', 98.03154556008559, 1.714115799717892, 0.086664937, 48, 33.36457012846143, 100, 'High Risk'),
(169198, 69, 18, '56:46.2', 37.39212841101078, 99.77998376, 119, 75, 73, 'Male', 50.66227659, 1.5544612471297903, 0.11561039478193834, 44, 20.966449990065893, 89.66666666666667, 'Low Risk'),
(169199, 91, 18, '55:46.2', 37.462206223047865, 97.94936611628597, 129, 75, 28, 'Female', 98.54451518336828, 1.6368784195842225, 0.093280722, 54, 36.77897410851943, 93, 'High Risk'),
(169200, 84, 14, '54:46.2', 37.49870851432468, 97.29785918673713, 135, 75, 70, 'Male', 76.73914861470331, 1.8038734744538367, 0.068223647, 60, 23.583313908953183, 95, 'Low Risk'),
(169201, 93, 17, '53:46.2', 37.19634087339916, 97.56831720275395, 114, 73, 45, 'Male', 88.09804057437177, 1.6640529517582368, 0.13781538694303375, 41, 31.81500277929167, 86.66666666666667, 'High Risk'),
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(169203, 79, 12, '51:46.2', 36.52833907974191, 96.10666959384578, 110, 82, 23, 'Male', 58.9103948, 1.9682834837951277, 0.14724080799525535, 28, 15.206057794000001, 91.33333333333333, 'High Risk'),
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(169205, 78, 19, '49:46.2', 36.49261565964363, 97.77998836990272, 130, 87, 75, 'Male', 63.34790735229149, 1.5368052154067906, 0.076746933, 43, 26.822213893635265, 101.33333333333333, 'Low Risk'),
(169206, 61, 19, '48:46.2', 37.43407337037036, 96.22949386358376, 138, 79, 57, 'Male', 72.25938493505478, 1.8293895655461117, 0.069394945, 59, 21.591452805266105, 98.66666666666666, 'Low Risk'),
(169207, 86, 19, '47:46.2', 36.48414539452282, 98.55454336865922, 119, 71, 36, 'Male', 55.359177133560486, 1.5492246867474555, 0.12847802680326792, 48, 23.065390329815685, 87, 'Low Risk'),
(169208, 73, 17, '46:46.2', 37.306753128596455, 97.47749404401563, 126, 85, 29, 'Male', 99.38143822442753, 1.6779185283095313, 0.089737722, 41, 35.29909231021868, 98.66666666666667, 'High Risk'),
(169209, 63, 12, '45:46.2', 36.12246526342136, 99.47706650534201, 136, 74, 50, 'Female', 98.53676044811732, 1.5917069487026345, 0.084128508, 62, 38.893054806853996, 94.66666666666666, 'High Risk'),
(169210, 78, 17, '44:46.2', 37.02851770208969, 96.55933391, 117, 82, 74, 'Female', 67.68070593907393, 1.5060780618815106, 0.11206520059635966, 35, 29.838014110951903, 93.66666666666667, 'Low Risk'),
(169211, 84, 18, '43:46.2', 37.05686968829512, 97.16970671638124, 115, 88, 73, 'Male', 96.24108702511185, 1.7180573432136899, 0.13771881035693723, 27, 32.60507544511783, 97, 'High Risk'),
(169212, 66, 15, '42:46.2', 37.07278155575324, 98.88368229616246, 137, 77, 33, 'Female', 81.36458793722977, 1.727941091929869, 0.14787721003740906, 60, 27.250693811597337, 97, 'Low Risk'),
(169213, 80, 18, '41:46.2', 36.05700050714164, 95.15450536203593, 136, 74, 62, 'Female', 98.54543064937258, 1.5537073724910115, 0.13380286512839457, 62, 40.82235345860456, 94.66666666666666, 'High Risk'),
(169214, 65, 19, '40:46.2', 36.84354958900507, 97.01845351075531, 125, 87, 77, 'Female', 86.76425806075466, 1.5955518378420708, 0.11350873000575143, 38, 34.081525077788044, 99.66666666666667, 'High Risk'),
(169215, 91, 12, '39:46.2', 36.03455993023724, 95.51691903169548, 126, 75, 60, 'Male', 66.23064518475334, 1.8618976347988876, 0.14488221266788623, 51, 19.105015099123527, 92, 'High Risk'),
(169216, 91, 16, '38:46.2', 37.28450765183926, 95.13569535338026, 127, 89, 60, 'Female', 52.46487925240525, 1.7873661951093447, 0.13011126706741508, 38, 16.422588017143948, 101.66666666666667, 'High Risk'),
(169217, 89, 19, '37:46.2', 36.45319686095836, 97.90399003146297, 119, 79, 77, 'Female', 60.35817001596003, 1.549026291131625, 0.13252244441039737, 40, 25.154661998232015, 92.33333333333333, 'Low Risk'),
(169218, 78, 14, '36:46.2', 36.351903853528256, 98.80285573811686, 133, 83, 43, 'Female', 77.71498613032406, 1.944760264305593, 0.14094204142301492, 50, 20.54814535227949, 99.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(169220, 99, 12, '34:46.2', 36.520628571209336, 96.35602519384615, 138, 79, 86, 'Female', 87.06584933803313, 1.6448545534603585, 0.1282334221766445, 59, 32.18050374384925, 98.66666666666666, 'High Risk'),
(169221, 94, 15, '33:46.2', 37.04064601397024, 98.38987810806442, 130, 75, 63, 'Female', 92.18972483439028, 1.8587251018172817, 0.072875075, 55, 26.684077331173498, 93.33333333333333, 'High Risk'),
(169222, 94, 19, '32:46.2', 36.05791952211757, 98.26150624301803, 118, 74, 32, 'Male', 96.29348728759993, 1.8574490747170178, 0.082129275, 44, 27.91020869, 88.66666666666667, 'High Risk'),
(169223, 97, 12, '31:46.2', 37.06743383587325, 95.85292560980432, 139, 79, 68, 'Female', 74.08446006232751, 1.7103931118664915, 0.057271502, 60, 25.32417128502536, 99, 'High Risk'),
(169224, 94, 19, '30:46.2', 37.25827452, 99.46991645513901, 110, 89, 85, 'Female', 99.13639954809724, 1.7474375660184174, 0.068471806, 21, 32.46607641, 96, 'High Risk'),
(169225, 71, 18, '29:46.2', 36.58116334933163, 97.78788575979009, 110, 76, 32, 'Female', 98.73405064079634, 1.6369271544317874, 0.051380165194750804, 34, 36.84751873966667, 87.33333333333333, 'High Risk'),
(169226, 95, 13, '28:46.2', 36.312382661753276, 98.91945278366427, 123, 76, 37, 'Male', 82.88325550963445, 1.590119843513687, 0.11916958546950841, 47, 32.779859402955786, 91.66666666666667, 'High Risk'),
(169227, 68, 19, '27:46.2', 36.137118991622934, 97.35217716346568, 121, 84, 43, 'Male', 50.688904639637975, 1.7959495243180568, 0.14630353900772808, 37, 15.715371554578109, 96.33333333333333, 'High Risk'),
(169228, 68, 19, '26:46.2', 37.389923914514775, 98.24513971, 110, 86, 45, 'Male', 79.71897789, 1.8153817779700083, 0.085137292, 24, 24.189437979921042, 94, 'Low Risk'),
(169229, 73, 18, '25:46.2', 36.30817163063968, 99.03832871290355, 130, 72, 25, 'Female', 64.19076794232387, 1.899388368470756, 0.060979995947364724, 58, 17.79282974450974, 91.33333333333333, 'High Risk'),
(169230, 74, 15, '24:46.2', 37.25203775027786, 95.17731535709655, 110, 82, 54, 'Female', 91.15494245230022, 1.566043771716136, 0.1264421004266293, 28, 37.168276901863614, 91.33333333333333, 'High Risk'),
(169231, 69, 19, '23:46.2', 36.859654467883416, 96.16023361619386, 138, 86, 82, 'Female', 85.13187082632933, 1.587536958488152, 0.08065954, 52, 33.778821081127774, 103.33333333333333, 'High Risk'),
(169232, 80, 13, '22:46.2', 36.38431462508478, 98.58203278, 123, 80, 83, 'Male', 74.08646758, 1.540018106772198, 0.1317272987910923, 43, 31.23828868, 94.33333333333333, 'High Risk'),
(169233, 60, 15, '21:46.2', 37.08724222901257, 96.51954670390768, 123, 71, 59, 'Female', 59.79033798643587, 1.8929871685586415, 0.0909644, 52, 16.685363334575012, 88.33333333333333, 'High Risk'),
(169234, 65, 17, '20:46.2', 36.08841107505799, 99.40190299, 116, 79, 52, 'Female', 76.68920284, 1.5997060886705432, 0.14729140541072316, 37, 29.967728665876557, 91.33333333333333, 'Low Risk'),
(169235, 61, 14, '19:46.2', 36.07081269070926, 97.54526916850233, 129, 80, 88, 'Male', 69.97423437354423, 1.6733635162907268, 0.072469448, 49, 24.989499806984295, 96.33333333333333, 'Low Risk'),
(169236, 69, 12, '18:46.2', 36.45601047803199, 96.34509758853582, 111, 80, 41, 'Female', 67.74371681555613, 1.6795944288300295, 0.06515142, 31, 24.01376023102957, 90.33333333333333, 'Low Risk'),
(169237, 72, 13, '17:46.2', 36.46973482255594, 98.73306405474256, 110, 83, 75, 'Female', 64.08661324483394, 1.9089709716331367, 0.077834633, 27, 17.586064932684884, 92, 'High Risk'),
(169238, 60, 14, '16:46.2', 37.33002666818932, 99.82220375193252, 127, 71, 86, 'Male', 61.00928874172246, 1.9068310827832433, 0.084609865, 56, 16.77921027671992, 89.66666666666666, 'High Risk'),
(169239, 90, 17, '15:46.2', 37.137688651609956, 98.95181529371466, 131, 88, 37, 'Male', 65.62786620321513, 1.7299627545547234, 0.13459908958568922, 43, 21.92879552274468, 102.33333333333333, 'Low Risk'),
(169240, 71, 19, '14:46.2', 36.52183866270393, 98.11111692646102, 118, 87, 32, 'Male', 95.93711825, 1.5208807441482537, 0.1478191204307765, 31, 41.47595039049593, 97.33333333333333, 'High Risk'),
(169241, 78, 13, '13:46.2', 37.41709990054402, 99.66137839138766, 132, 74, 78, 'Female', 87.09019207382646, 1.8521661676538983, 0.11762296298744511, 58, 25.386881419536564, 93.33333333333333, 'Low Risk'),
(169242, 95, 15, '12:46.2', 37.00491486258883, 96.08720120641266, 127, 71, 31, 'Female', 80.15702121019667, 1.7743512873141567, 0.1083600748120514, 56, 25.46023205837354, 89.66666666666666, 'High Risk'),
(169243, 65, 14, '11:46.2', 36.62417499708618, 96.23629224918719, 118, 87, 38, 'Male', 89.73692760532967, 1.8472315558423396, 0.13973293955268853, 31, 26.29835104680099, 97.33333333333333, 'Low Risk'),
(169244, 60, 13, '10:46.2', 37.05946398215214, 96.02765645984084, 115, 77, 31, 'Male', 51.37641703597647, 1.6039921036136273, 0.1338957783580565, 38, 19.96913999491121, 89.66666666666667, 'Low Risk'),
(169245, 66, 15, '09:46.2', 36.836400243862904, 97.49766009875356, 112, 76, 83, 'Male', 52.80804980033295, 1.9783924691540236, 0.12829584543819023, 36, 13.491965715027362, 88, 'High Risk'),
(169246, 71, 15, '08:46.2', 36.81314745415945, 95.32920579584214, 125, 89, 48, 'Female', 80.15806988147462, 1.8890302249967488, 0.060558717, 36, 22.463086925254263, 101, 'Low Risk'),
(169247, 85, 17, '07:46.2', 36.822478964224494, 95.45164863006576, 134, 87, 26, 'Female', 72.50597540096803, 1.6195804197151817, 0.069825672, 47, 27.64195553959044, 102.66666666666667, 'Low Risk'),
(169248, 95, 13, '06:46.2', 36.52431508700551, 96.98693041959504, 127, 79, 88, 'Male', 76.25280805981598, 1.8975472014601311, 0.12003243079939842, 48, 21.177303756083685, 95, 'High Risk'),
(169249, 80, 19, '05:46.2', 37.43069573673037, 96.62780759832819, 139, 89, 84, 'Female', 68.90181701550085, 1.5730456290464316, 0.12334659874300842, 50, 27.845052064096272, 105.66666666666666, 'Low Risk'),
(169250, 87, 19, '04:46.2', 36.27140851724251, 96.75916646321072, 126, 76, 52, 'Female', 71.98576400420005, 1.885672837477976, 0.069010197, 50, 20.24482038, 92.66666666666666, 'Low Risk'),
(169251, 78, 16, '03:46.2', 36.16308623870851, 97.62823266022738, 112, 84, 47, 'Female', 86.93958358692782, 1.6835137014608728, 0.11770812202268369, 28, 30.674976955976078, 93.33333333333333, 'High Risk'),
(169252, 76, 17, '02:46.2', 36.237412268451244, 99.02432823982667, 127, 88, 28, 'Female', 56.94158428, 1.5502009952046387, 0.059547779, 39, 23.694825983889668, 101, 'Low Risk'),
(169253, 60, 13, '01:46.2', 36.47780524429616, 98.05159185678434, 132, 81, 43, 'Male', 97.92743911370724, 1.593441565408376, 0.082520671, 51, 38.568443646335055, 98, 'High Risk'),
(169254, 74, 19, '00:46.2', 36.17352272018701, 99.04391181, 130, 74, 22, 'Male', 88.44007915650029, 1.5827933092087736, 0.084864542, 56, 35.30211384187701, 92.66666666666666, 'High Risk'),
(169255, 75, 12, '59:46.2', 36.73997851782322, 98.78890675, 121, 87, 36, 'Female', 90.25892484, 1.8253491445124401, 0.11356438843861298, 34, 27.08932993, 98.33333333333333, 'Low Risk'),
(169256, 86, 12, '58:46.2', 36.213535807567474, 98.42960680304483, 129, 86, 69, 'Male', 52.11617986556271, 1.6139099594402193, 0.13192417841908896, 43, 20.008474172287954, 100.33333333333333, 'Low Risk'),
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(169433, 80, 16, '01:46.2', 37.06782714713844, 95.16963047676953, 130, 86, 59, 'Female', 76.24926531497795, 1.9671841818736058, 0.057261673316907846, 44, 19.70360153995738, 100.66666666666667, 'Low Risk'),
(169434, 98, 14, '00:46.2', 37.05144021554425, 98.30846024726169, 112, 86, 38, 'Female', 61.00547444698803, 1.5907259737511823, 0.082399928, 26, 24.10893711962276, 94.66666666666667, 'High Risk'),
(169435, 81, 14, '59:46.2', 36.602556684094736, 99.86703352743834, 116, 87, 36, 'Female', 51.350890069406866, 1.6602409784897643, 0.1009878457665766, 29, 18.629693833415374, 96.66666666666667, 'Low Risk'),
(169436, 97, 16, '58:46.2', 36.52377892080218, 98.99210026339408, 111, 88, 60, 'Male', 90.55101206787802, 1.8047862625718505, 0.12239165631817452, 23, 27.799805375503222, 95.66666666666667, 'High Risk'),
(169437, 96, 12, '57:46.2', 37.04157676286233, 97.58688886109849, 111, 88, 23, 'Male', 70.44635106267263, 1.5678487203980114, 0.10051926531343414, 23, 28.658284578998515, 95.66666666666667, 'High Risk'),
(169438, 74, 19, '56:46.2', 36.89535338525323, 97.75719212245771, 137, 76, 60, 'Female', 75.90078795090702, 1.7579868763248703, 0.055946287, 61, 24.559245878769502, 96.33333333333333, 'Low Risk'),
(169439, 60, 14, '55:46.2', 36.10440777229063, 98.39611661729474, 136, 79, 88, 'Male', 56.767468762836835, 1.5585882110636045, 0.071101385, 57, 23.368818509343644, 98, 'Low Risk'),
(169440, 82, 15, '54:46.2', 36.997634396918656, 96.73521205376052, 111, 79, 49, 'Male', 68.34206020903257, 1.9912806607524023, 0.13059933525553769, 32, 17.235469367033854, 89.66666666666667, 'High Risk'),
(169441, 94, 14, '53:46.2', 36.40864977730979, 96.57622094941904, 138, 76, 21, 'Female', 98.13801602047796, 1.5180167705771508, 0.062104739, 62, 42.58769497514206, 96.66666666666666, 'High Risk'),
(169442, 77, 14, '52:46.2', 36.48362815166078, 97.13622462441224, 120, 86, 89, 'Female', 70.67185507, 1.9682974369060042, 0.12712323182200383, 34, 18.24168858754701, 97.33333333333333, 'High Risk'),
(169443, 62, 15, '51:46.2', 36.32756029253288, 95.50127766549244, 120, 88, 64, 'Male', 53.161647349471735, 1.5884540421139937, 0.095955876, 32, 21.06925221149236, 98.66666666666667, 'Low Risk'),
(169444, 97, 14, '50:46.2', 37.38147986814106, 98.70093854175066, 138, 89, 26, 'Female', 57.669338523179654, 1.5542837884450722, 0.091170448, 49, 23.87175428359904, 105.33333333333333, 'High Risk'),
(169445, 97, 15, '49:46.2', 36.19863884791854, 96.04294520128914, 122, 80, 75, 'Male', 88.44134003857667, 1.7560522661666365, 0.084060613, 42, 28.680085291315862, 94, 'High Risk'),
(169446, 72, 17, '48:46.2', 36.83646335320166, 96.07999301854667, 137, 71, 49, 'Male', 51.70286044990783, 1.5497678117184859, 0.062160849178025494, 66, 21.52689031989145, 93, 'Low Risk'),
(169447, 86, 19, '47:46.2', 36.56751927059077, 99.44401235876697, 113, 80, 32, 'Female', 70.70884145591793, 1.7034591620085278, 0.11191752320495177, 33, 24.367460381608637, 91, 'Low Risk'),
(169448, 86, 14, '46:46.2', 36.71591070076648, 96.27076258670644, 134, 86, 37, 'Female', 65.97927397357752, 1.8178440509481006, 0.11385229414637013, 48, 19.966147989582794, 102, 'Low Risk'),
(169449, 95, 13, '45:46.2', 36.728893794477635, 97.73147581797193, 122, 85, 82, 'Female', 69.05952448400943, 1.6337152969240218, 0.11600465942896745, 37, 25.874432465722034, 97.33333333333333, 'High Risk'),
(169450, 97, 15, '44:46.2', 37.06346059290084, 96.98778083127192, 139, 85, 50, 'Female', 80.78189428363544, 1.8128771965130084, 0.075287307, 54, 24.579738632394175, 103, 'High Risk'),
(169451, 87, 14, '43:46.2', 36.149050015209916, 98.06838705676395, 110, 86, 21, 'Male', 69.20377410634713, 1.6847147399565103, 0.11200831246875274, 24, 24.38243238803412, 94, 'Low Risk'),
(169452, 98, 19, '42:46.2', 36.85123243101048, 99.15850611003299, 112, 77, 31, 'Male', 54.83089502362431, 1.850066874889469, 0.11475357699160531, 35, 16.019556207331835, 88.66666666666667, 'High Risk'),
(169453, 94, 18, '41:46.2', 36.20260663463608, 95.49232607660791, 118, 82, 74, 'Male', 65.36010377904422, 1.8495508461644088, 0.14377477226113233, 36, 19.10645795715546, 94, 'High Risk'),
(169454, 75, 16, '40:46.2', 36.33232395699891, 97.70817506487761, 120, 83, 80, 'Male', 76.14592850975353, 1.5739305132556625, 0.10101818234243165, 37, 30.73799791493004, 95.33333333333333, 'High Risk'),
(169455, 86, 19, '39:46.2', 37.25089862172519, 99.54813677828365, 124, 75, 40, 'Male', 83.73741319183605, 1.813482772172966, 0.090273434, 49, 25.462009285138077, 91.33333333333333, 'Low Risk'),
(169456, 65, 15, '38:46.2', 36.84211912738339, 95.84817533, 125, 84, 48, 'Female', 56.91828187549131, 1.9526648955177162, 0.081507243, 41, 14.927818452280375, 97.66666666666667, 'High Risk'),
(169457, 81, 19, '37:46.2', 36.387833989842264, 99.50733270394856, 114, 85, 85, 'Male', 55.89507556172663, 1.9270964023679709, 0.054005565, 29, 15.051045419302387, 94.66666666666667, 'High Risk'),
(169458, 85, 13, '36:46.2', 36.70240504, 95.14117592376319, 113, 70, 87, 'Female', 95.38816854759187, 1.696094969175991, 0.11332355548307564, 43, 33.15844673980964, 84.33333333333333, 'High Risk'),
(169459, 88, 16, '35:46.2', 36.74445058377325, 95.33836032529724, 132, 76, 89, 'Female', 51.59892230663879, 1.8815772750271103, 0.079515509, 56, 14.574595580694215, 94.66666666666666, 'High Risk'),
(169460, 84, 14, '34:46.2', 36.60105515, 97.74769223789505, 121, 76, 18, 'Female', 77.25163448362369, 1.5825641507415718, 0.1409577411569295, 45, 30.84501812577722, 91, 'High Risk'),
(169461, 66, 12, '33:46.2', 36.990220729404314, 98.50167762, 138, 70, 28, 'Female', 65.35725028771782, 1.5794811369006818, 0.12890788443263745, 68, 26.197803776457253, 92.66666666666666, 'Low Risk'),
(169462, 66, 16, '32:46.2', 37.35745220604761, 96.56331865, 126, 73, 28, 'Male', 70.70079750070629, 1.6007680417041383, 0.06002506, 53, 27.591003864022422, 90.66666666666666, 'Low Risk'),
(169463, 71, 14, '31:46.2', 36.2122514, 96.92200810710528, 126, 77, 18, 'Female', 96.42602938938467, 1.515239208004407, 0.10465624565135015, 49, 41.99831676440872, 93.33333333333333, 'High Risk'),
(169464, 82, 12, '30:46.2', 36.753476825873264, 96.15508427904393, 121, 82, 73, 'Female', 82.22305734128307, 1.5732462403902683, 0.1431174884158873, 39, 33.22004498166011, 95, 'High Risk'),
(169465, 82, 14, '29:46.2', 37.334040500820116, 99.44317266131603, 135, 79, 63, 'Female', 80.66412300961073, 1.7382879827632363, 0.12713549878294797, 56, 26.69543247003151, 97.66666666666666, 'Low Risk'),
(169466, 96, 16, '28:46.2', 37.493818886345835, 95.02153582232542, 123, 70, 62, 'Male', 67.30187025214076, 1.9499436120793785, 0.07750319, 53, 17.70039782814166, 87.66666666666666, 'High Risk'),
(169467, 90, 15, '27:46.2', 37.12483733, 99.67758580304414, 124, 79, 20, 'Male', 82.73615208270596, 1.5432446471483436, 0.058308943, 45, 34.73967572, 94, 'High Risk'),
(169468, 89, 14, '26:46.2', 36.613276389141454, 99.17071664606249, 136, 85, 57, 'Male', 57.00596998038535, 1.8922741079050625, 0.11274430790073924, 51, 15.920336608131757, 102, 'High Risk'),
(169469, 86, 15, '25:46.2', 36.31839817772896, 99.62384358460858, 126, 88, 52, 'Female', 78.62401411125694, 1.8754244270854876, 0.14278730398174325, 38, 22.354042696525365, 100.66666666666667, 'Low Risk'),
(169470, 74, 18, '24:46.2', 37.183809190778334, 96.49546177, 116, 71, 55, 'Female', 54.304688904900715, 1.6741724299694147, 0.078326019, 45, 19.374787975990657, 86, 'Low Risk'),
(169471, 68, 15, '23:46.2', 36.274509794400494, 97.64533705855891, 131, 74, 31, 'Male', 61.12331269530726, 1.7666636690724107, 0.070998508, 57, 19.583897510209464, 93, 'Low Risk'),
(169472, 88, 19, '22:46.2', 37.24160185593267, 99.14304761590066, 137, 82, 79, 'Male', 82.42020855787763, 1.837256677505041, 0.062956724, 55, 24.417097655017937, 100.33333333333333, 'Low Risk'),
(169473, 88, 13, '21:46.2', 36.34620044532443, 98.58660083355983, 131, 86, 88, 'Female', 67.73713823691287, 1.984988492023231, 0.077793195, 45, 17.191384667554775, 101, 'High Risk'),
(169474, 68, 13, '20:46.2', 37.15334767839558, 95.99883161285214, 138, 83, 40, 'Male', 61.69335468446718, 1.9927877369511404, 0.11788677098984039, 55, 15.535180456728211, 101.33333333333333, 'High Risk'),
(169475, 83, 15, '19:46.2', 37.36942148927441, 98.44368527176867, 110, 70, 32, 'Female', 66.66626126456757, 1.5775575713682037, 0.069093363, 40, 26.78771472556365, 83.33333333333333, 'Low Risk'),
(169476, 80, 12, '18:46.2', 36.532935773709696, 98.53632237426349, 116, 84, 89, 'Female', 62.29974855251939, 1.9193889136384366, 0.10412646182778085, 32, 16.910651120814716, 94.66666666666667, 'High Risk'),
(169477, 86, 14, '17:46.2', 37.04741416232915, 95.7760234, 115, 74, 40, 'Female', 84.05673951129114, 1.911971511, 0.13224706292677385, 41, 22.993744771175372, 87.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(169478, 88, 14, '16:46.2', 36.46315475130782, 99.67998384325446, 110, 81, 58, 'Female', 59.37778612859408, 1.6644522575037675, 0.10872189491850828, 29, 21.43291867258249, 90.66666666666667, 'Low Risk'),
(169479, 70, 18, '15:46.2', 36.246413495241576, 96.15535777493419, 136, 84, 30, 'Female', 63.50568164336978, 1.7419971488106036, 0.11914422815661818, 52, 20.927516943985047, 101.33333333333333, 'Low Risk'),
(169480, 85, 17, '14:46.2', 36.79768906, 96.18721336765144, 131, 81, 27, 'Female', 94.42265247857665, 1.5271794692841587, 0.14787529027289323, 50, 40.48517700028818, 97.66666666666666, 'High Risk'),
(169481, 80, 16, '13:46.2', 36.96584158317647, 96.92718708771788, 137, 72, 42, 'Male', 69.90698113, 1.8132703167101785, 0.13820165941612172, 65, 21.261575527895488, 93.66666666666666, 'Low Risk'),
(169482, 95, 13, '12:46.2', 36.187917238434466, 97.90592132973731, 118, 74, 74, 'Male', 75.51233052952585, 1.9453357483178086, 0.0974253, 44, 19.953943527630358, 88.66666666666667, 'High Risk'),
(169483, 88, 15, '11:46.2', 37.147168320256505, 98.85123938365948, 121, 72, 84, 'Female', 53.25736427541023, 1.5909778320720591, 0.086114458, 49, 21.040275027263025, 88.33333333333333, 'Low Risk'),
(169484, 62, 13, '10:46.2', 36.80853674285121, 96.69006631438646, 139, 73, 30, 'Male', 97.89046934, 1.5885111981231759, 0.10651034146578763, 66, 38.79357908507548, 95, 'High Risk'),
(169485, 68, 19, '09:46.2', 37.432164251962995, 97.67589365408024, 114, 88, 25, 'Male', 90.20916780716416, 1.6136416852544488, 0.079291424, 26, 34.644673071961805, 96.66666666666667, 'High Risk'),
(169486, 71, 15, '08:46.2', 37.19177834198032, 95.95397102906617, 114, 89, 60, 'Female', 58.648538559087356, 1.7374274933700729, 0.077983003, 25, 19.428703267447883, 97.33333333333333, 'Low Risk'),
(169487, 81, 17, '07:46.2', 36.321496883233024, 99.04093529946503, 113, 79, 29, 'Female', 73.53886065, 1.8318235778997072, 0.10083576731680721, 34, 21.91541038874312, 90.33333333333333, 'Low Risk'),
(169488, 78, 18, '06:46.2', 37.00683364814464, 95.45984252149023, 113, 73, 57, 'Male', 67.72455783587927, 1.793803475004347, 0.10769675038037402, 40, 21.047303144542013, 86.33333333333333, 'Low Risk'),
(169489, 93, 18, '05:46.2', 37.01109913, 95.68551527446193, 113, 89, 88, 'Male', 64.40822750567472, 1.5830558027934638, 0.13406956813504112, 24, 25.700933600590034, 97, 'High Risk'),
(169490, 90, 12, '04:46.2', 36.26775522284502, 98.50408367675698, 116, 74, 30, 'Female', 85.70704743488042, 1.5511681594945026, 0.14544810032255068, 42, 35.62039828403751, 88, 'High Risk'),
(169491, 67, 17, '03:46.2', 36.52131811061358, 98.49560286454731, 130, 78, 79, 'Male', 83.07861705983564, 1.925613915582517, 0.07462947, 52, 22.405303289159182, 95.33333333333333, 'Low Risk'),
(169492, 60, 14, '02:46.2', 36.41380389748656, 99.56669526807529, 123, 76, 89, 'Male', 89.82777039672598, 1.8574500978871447, 0.088377866, 47, 26.036122756823975, 91.66666666666667, 'Low Risk'),
(169493, 61, 15, '01:46.2', 37.09217446642686, 95.89353597127415, 123, 84, 32, 'Female', 92.07328123800372, 1.5371471691445429, 0.12196004494852045, 39, 38.967515900222715, 97, 'High Risk'),
(169494, 90, 16, '00:46.2', 36.89027868056374, 97.78205885563602, 129, 80, 81, 'Male', 56.12845852898181, 1.9112600304622351, 0.099070325, 49, 15.36538901217413, 96.33333333333333, 'High Risk'),
(169495, 71, 16, '59:46.2', 37.167652973134686, 95.36555713237556, 127, 76, 75, 'Female', 70.54219606427591, 1.7531973088105302, 0.1246404520087145, 51, 22.95024811, 93, 'Low Risk'),
(169496, 68, 18, '58:46.2', 37.23972006396691, 98.36845909075082, 139, 72, 63, 'Female', 78.91287057243554, 1.9128220257435715, 0.11708767139378524, 67, 21.567445729110922, 94.33333333333333, 'Low Risk'),
(169497, 96, 18, '57:46.2', 37.45836127763591, 96.94308291820363, 129, 74, 64, 'Male', 75.65922299649739, 1.7794992257971347, 0.11749192055251083, 55, 23.89275721656221, 92.33333333333333, 'High Risk'),
(169498, 95, 13, '56:46.2', 37.391837253531214, 99.70597801581111, 114, 83, 53, 'Male', 99.82097484941553, 1.527635768313963, 0.12129998046527309, 31, 42.77422700603681, 93.33333333333333, 'High Risk'),
(169499, 70, 16, '55:46.2', 36.03336160747369, 98.56315636413558, 139, 79, 53, 'Female', 86.93617402185997, 1.9317668210480403, 0.089400912, 60, 23.29652357262828, 99, 'Low Risk'),
(169500, 98, 19, '54:46.2', 36.22653067995085, 96.30352093543345, 131, 71, 70, 'Male', 84.16288925204734, 1.8882428308647348, 0.13819584562651233, 60, 23.605051220008182, 91, 'High Risk'),
(169501, 62, 15, '53:46.2', 37.352808847980484, 99.65080553858897, 138, 84, 78, 'Male', 98.70022151139244, 1.5112515973006322, 0.080050998, 54, 43.21600146518055, 102, 'High Risk'),
(169502, 74, 19, '52:46.2', 36.484332523252675, 97.97309994836282, 133, 77, 54, 'Male', 57.24667689444073, 1.6544219032329517, 0.097948377, 56, 20.914993748332236, 95.66666666666666, 'Low Risk'),
(169503, 62, 12, '51:46.2', 36.06592762363301, 97.80718246650254, 124, 84, 83, 'Female', 56.18820798379764, 1.9598995226587466, 0.11245058707417355, 40, 14.627751271798477, 97.33333333333333, 'High Risk'),
(169504, 66, 19, '50:46.2', 37.36678491728663, 99.56638707471267, 110, 81, 31, 'Female', 78.34701356, 1.7188873108474794, 0.084889749, 29, 26.51719825059333, 90.66666666666667, 'Low Risk'),
(169505, 64, 18, '49:46.2', 37.31462428690573, 99.62279583697503, 139, 72, 32, 'Female', 70.49845224409793, 1.7697843782662301, 0.13639503337549502, 67, 22.508101647906095, 94.33333333333333, 'Low Risk'),
(169506, 88, 17, '48:46.2', 37.29273455059692, 95.04823953296652, 138, 75, 22, 'Male', 77.46667945485817, 1.706213359947505, 0.12057993304802941, 63, 26.610207692012597, 96, 'Low Risk'),
(169507, 80, 15, '47:46.2', 37.088101898026466, 96.04170574691005, 129, 84, 38, 'Male', 84.27831052181742, 1.5091352605654225, 0.13638631931930822, 45, 37.00492157697946, 99, 'High Risk'),
(169508, 78, 14, '46:46.2', 36.105754737433664, 98.33728201702358, 111, 75, 86, 'Female', 93.54904803196635, 1.8999984815927617, 0.098421362, 36, 25.91390513955095, 87, 'Low Risk'),
(169509, 88, 13, '45:46.2', 36.87570848448423, 96.18813474117806, 134, 85, 23, 'Male', 76.44937292922575, 1.926475108599624, 0.12280113739828931, 49, 20.599046761986937, 101.33333333333333, 'Low Risk'),
(169510, 76, 17, '44:46.2', 37.39080802365444, 95.29212260052333, 132, 71, 74, 'Female', 58.82723621, 1.673729275045699, 0.12222249427762817, 61, 20.99945484015499, 91.33333333333333, 'Low Risk'),
(169511, 70, 17, '43:46.2', 37.34023624649917, 95.34508223833369, 123, 71, 66, 'Male', 87.28815751223141, 1.7321918306070696, 0.082720426, 52, 29.091315099566348, 88.33333333333333, 'Low Risk'),
(169512, 97, 16, '42:46.2', 36.763640161240005, 96.50666158558276, 133, 83, 25, 'Female', 63.37780315959445, 1.943623490721637, 0.090965836, 50, 16.77694584601222, 99.66666666666666, 'High Risk'),
(169513, 94, 15, '41:46.2', 36.100996596044595, 96.82358883595094, 132, 76, 72, 'Male', 91.27074174404035, 1.5059316716951678, 0.14205885981003227, 56, 40.24584457491651, 94.66666666666666, 'High Risk'),
(169514, 75, 12, '40:46.2', 36.13980626, 98.19252842083965, 133, 79, 63, 'Female', 88.90625739828911, 1.5894803311167878, 0.13396532453598242, 54, 35.19022246, 97, 'High Risk'),
(169515, 64, 16, '39:46.2', 37.18933623762964, 96.68568811, 121, 88, 34, 'Male', 68.36992390767803, 1.861697778226315, 0.0824826, 33, 19.726350054325575, 99, 'Low Risk'),
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(169692, 70, 18, '42:46.2', 36.67536360946317, 99.51439117986259, 139, 76, 27, 'Female', 86.43042722878464, 1.533278572, 0.098757832, 63, 36.76414981871354, 97, 'High Risk'),
(169693, 84, 15, '41:46.2', 37.13374164976173, 96.83828875693699, 113, 76, 57, 'Male', 86.00653352006745, 1.7812339597383842, 0.062347008304758755, 37, 27.107502773015256, 88.33333333333333, 'Low Risk'),
(169694, 68, 16, '40:46.2', 36.09687964, 95.07098770994445, 124, 89, 82, 'Female', 59.14161794500603, 1.9664078114303205, 0.12850360360665758, 35, 15.294878095951754, 100.66666666666667, 'High Risk'),
(169695, 80, 13, '39:46.2', 37.32088496272008, 98.50577954444744, 130, 73, 37, 'Female', 56.51066208120118, 1.5035144411029604, 0.10039766538576128, 57, 24.998571243361184, 92, 'Low Risk'),
(169696, 60, 16, '38:46.2', 37.07773546230692, 95.31014192854127, 113, 86, 29, 'Female', 69.61351784892727, 1.8246016919575718, 0.052787027, 27, 20.91016377914379, 95, 'Low Risk'),
(169697, 76, 16, '37:46.2', 36.823700367095334, 99.70650836408254, 131, 83, 72, 'Male', 50.245279755450795, 1.8118572138748608, 0.13084025412320055, 48, 15.305493233957211, 99, 'High Risk'),
(169698, 96, 13, '36:46.2', 36.64671116707462, 98.39441573798912, 124, 73, 18, 'Male', 58.35163144620343, 1.6698666481615503, 0.11876399372676415, 51, 20.926154211866084, 90, 'High Risk'),
(169699, 97, 19, '35:46.2', 37.16746802026639, 98.60286376465467, 136, 78, 44, 'Male', 79.69598788406725, 1.995494953400232, 0.062277075, 58, 20.01405969402768, 97.33333333333333, 'High Risk'),
(169700, 93, 19, '34:46.2', 36.98385881791448, 97.28181781, 137, 79, 40, 'Female', 82.14644639115878, 1.7654429469857233, 0.10619979776217518, 58, 26.356115761161107, 98.33333333333333, 'High Risk'),
(169701, 92, 19, '33:46.2', 36.10910874694603, 99.22514593886025, 133, 76, 83, 'Female', 51.15772821445887, 1.8773645897687277, 0.12714389032262938, 57, 14.514898596932479, 95, 'High Risk'),
(169702, 92, 14, '32:46.2', 36.397741012918544, 97.08930596, 120, 82, 22, 'Female', 67.40529087090707, 1.895271942959921, 0.11014824072189328, 38, 18.76510159965755, 94.66666666666667, 'High Risk'),
(169703, 78, 16, '31:46.2', 36.62686513833497, 97.43126476327767, 127, 71, 59, 'Male', 80.48123324915296, 1.6248702292902952, 0.14253932827719745, 56, 30.482968643540634, 89.66666666666666, 'High Risk'),
(169704, 79, 16, '30:46.2', 37.05368817616365, 99.15145719854372, 124, 87, 83, 'Female', 56.63494516843935, 1.9921909669668163, 0.072200263, 37, 14.269953279658454, 99.33333333333333, 'High Risk'),
(169705, 78, 18, '29:46.2', 36.20673028222503, 95.46639174039764, 114, 70, 83, 'Female', 78.53465532314195, 1.9690100542979783, 0.09396663, 44, 20.25654972717042, 84.66666666666667, 'Low Risk'),
(169706, 92, 16, '28:46.2', 37.17157302634335, 99.15411259254194, 138, 85, 69, 'Female', 86.52028264775751, 1.7342506437688368, 0.092475672, 53, 28.76697532, 102.66666666666666, 'High Risk'),
(169707, 94, 15, '27:46.2', 36.23472005290578, 99.53039369874631, 131, 85, 73, 'Male', 52.38162858669436, 1.625203915925863, 0.068724465, 46, 19.831852180044798, 100.33333333333333, 'High Risk'),
(169708, 73, 15, '26:46.2', 36.90619445593556, 97.03804374239638, 112, 70, 78, 'Male', 54.06707943104959, 1.7103363077226792, 0.12818088600820032, 42, 18.48289006201776, 84, 'High Risk'),
(169709, 78, 19, '25:46.2', 37.004311814022344, 98.42850166645441, 123, 76, 40, 'Male', 88.99576673841837, 1.6796838719391964, 0.13424680167129657, 47, 31.54381700750446, 91.66666666666667, 'High Risk'),
(169710, 85, 14, '24:46.2', 36.55129822984711, 96.85490883596982, 134, 72, 52, 'Male', 99.74675592, 1.5566757976260115, 0.11544111798665346, 62, 41.16256536534602, 92.66666666666666, 'High Risk'),
(169711, 66, 14, '23:46.2', 37.48752559549191, 98.31457654994371, 126, 70, 67, 'Female', 87.29543471, 1.7419359948072832, 0.068078399, 56, 28.76915759404144, 88.66666666666666, 'Low Risk'),
(169712, 61, 15, '22:46.2', 37.32819225458084, 98.93625029403961, 128, 77, 24, 'Male', 66.49311469172545, 1.872658988298205, 0.073808649, 51, 18.960914414649736, 94, 'Low Risk'),
(169713, 94, 19, '21:46.2', 36.25733058736677, 99.56611394646988, 124, 81, 65, 'Male', 94.02631969850233, 1.8292750766911958, 0.090096227, 43, 28.099034857402117, 95.33333333333333, 'High Risk'),
(169714, 76, 14, '20:46.2', 36.88859714640157, 98.75531618917996, 126, 89, 34, 'Female', 70.49883118110888, 1.9367715809568202, 0.11580623832816601, 37, 18.794254736532828, 101.33333333333333, 'Low Risk'),
(169715, 85, 13, '19:46.2', 36.56568871286521, 98.44976912252324, 118, 72, 86, 'Female', 72.16745382558764, 1.6134683468867288, 0.092000848, 46, 27.72173983430327, 87.33333333333333, 'Low Risk'),
(169716, 70, 16, '18:46.2', 36.29701379870595, 97.13332396282924, 113, 85, 54, 'Female', 58.08120292572932, 1.5563542210258534, 0.052961468, 28, 23.97831752, 94.33333333333333, 'Low Risk'),
(169717, 97, 18, '17:46.2', 37.25697861571132, 97.72417512, 134, 76, 30, 'Male', 99.19134796553878, 1.8813306054252763, 0.057813952, 58, 28.024866398694176, 95.33333333333333, 'High Risk'),
(169718, 85, 12, '16:46.2', 36.44907547, 95.15867872080746, 125, 77, 65, 'Male', 95.78145537643647, 1.8901978221514661, 0.095298761, 48, 26.80815432226578, 93, 'Low Risk'),
(169719, 80, 12, '15:46.2', 36.54266111605149, 95.95321840043229, 117, 82, 30, 'Female', 81.23910497830902, 1.8994601196239382, 0.063761366, 35, 22.516701510085184, 93.66666666666667, 'Low Risk'),
(169720, 89, 17, '14:46.2', 37.13113991400759, 98.95794342504273, 125, 80, 64, 'Male', 72.50058344121055, 1.521291223038858, 0.056247847, 45, 31.32685394150002, 95, 'High Risk'),
(169721, 68, 13, '13:46.2', 36.68967746261391, 96.00886624087634, 129, 78, 21, 'Female', 64.18553459731046, 1.897714078704514, 0.12026463961973621, 51, 17.822786458864293, 95, 'High Risk'),
(169722, 64, 17, '12:46.2', 36.253502871237934, 96.35569742, 128, 87, 46, 'Female', 78.18582706857529, 1.9572790693202704, 0.12522133564357385, 41, 20.409037836735386, 100.66666666666667, 'Low Risk'),
(169723, 61, 17, '11:46.2', 36.83798141863302, 97.42380575499905, 110, 84, 86, 'Male', 65.90136925723918, 1.913308214667209, 0.055060793, 26, 18.00215787016887, 92.66666666666667, 'High Risk'),
(169724, 88, 14, '10:46.2', 37.09674344395959, 96.46496173, 125, 84, 55, 'Male', 94.16288484362504, 1.801111985964782, 0.068611322, 41, 29.026743998992664, 97.66666666666667, 'Low Risk'),
(169725, 68, 17, '09:46.2', 37.435642151438316, 97.04159760292353, 133, 73, 29, 'Female', 76.37724294359715, 1.6514699520023801, 0.0580303, 60, 28.00416479909952, 93, 'Low Risk'),
(169726, 76, 13, '08:46.2', 36.21417142199447, 96.60004174000265, 121, 75, 85, 'Female', 73.73721776696537, 1.5769302699657408, 0.14180465220631516, 46, 29.652530916750788, 90.33333333333333, 'Low Risk'),
(169727, 60, 16, '07:46.2', 36.36470659861946, 98.37144287292038, 113, 79, 51, 'Female', 85.77876787478785, 1.5495811321866508, 0.068313463, 34, 35.723266563763104, 90.33333333333333, 'High Risk'),
(169728, 86, 18, '06:46.2', 36.806545864474835, 97.64729089915068, 117, 72, 38, 'Female', 87.11772072634514, 1.6387592675185518, 0.11446464608129034, 45, 32.43965172412869, 87, 'High Risk'),
(169729, 80, 16, '05:46.2', 36.04824744, 97.17227552823512, 118, 80, 70, 'Female', 70.92154492, 1.6784577827541447, 0.12117668749291355, 38, 25.17429651104628, 92.66666666666667, 'Low Risk'),
(169730, 99, 15, '04:46.2', 36.067403487947914, 96.24674232318065, 112, 83, 33, 'Female', 98.40128702702596, 1.9451827268347794, 0.078727159, 29, 26.00638394641073, 92.66666666666667, 'High Risk'),
(169731, 83, 18, '03:46.2', 36.25235323182498, 97.00992248, 134, 72, 79, 'Female', 53.1010997, 1.9909689317049422, 0.10486618205016962, 62, 13.395981806434783, 92.66666666666666, 'High Risk'),
(169732, 98, 14, '02:46.2', 37.20955046667093, 99.61940695127075, 139, 74, 18, 'Female', 57.47013824680169, 1.5938656308649242, 0.11219893707032011, 65, 22.622407968151585, 95.66666666666666, 'High Risk'),
(169733, 62, 19, '01:46.2', 37.33528234500413, 98.05028516043033, 119, 83, 70, 'Female', 53.14398113719814, 1.6048128859430382, 0.051077838, 36, 20.635038310628463, 95, 'Low Risk'),
(169734, 83, 16, '00:46.2', 37.400100141967464, 95.19052889090035, 128, 74, 47, 'Male', 76.77511358484703, 1.7063669086243751, 0.087319262, 54, 26.367905104157256, 92, 'Low Risk'),
(169735, 83, 19, '59:46.2', 36.726028512667476, 96.27885745, 135, 84, 64, 'Female', 50.99388040090116, 1.6466724358516627, 0.12572236141471965, 51, 18.80631168141972, 101, 'Low Risk'),
(169736, 62, 13, '58:46.2', 36.253327233992515, 99.34978974269583, 129, 83, 41, 'Female', 70.80098405187576, 1.6985050933345147, 0.119608574, 46, 24.541753339620236, 98.33333333333333, 'Low Risk'),
(169737, 82, 14, '57:46.2', 36.491902543870964, 95.58416842459921, 122, 84, 52, 'Male', 81.33289108635479, 1.6303250181149043, 0.11965127675065962, 38, 30.599746176283308, 96.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(169739, 88, 17, '55:46.2', 36.62405227679906, 96.00442762457138, 124, 86, 33, 'Female', 93.01752552256337, 1.5994466959041715, 0.076853846, 38, 36.36011430923106, 98.66666666666667, 'High Risk'),
(169740, 79, 16, '54:46.2', 37.05258048772673, 98.60355381965621, 123, 84, 43, 'Female', 94.11130808, 1.7756726033907249, 0.07644915, 39, 29.84805399776084, 97, 'Low Risk'),
(169741, 73, 15, '53:46.2', 36.13617510477292, 99.49639174, 120, 85, 37, 'Male', 94.35893646134244, 1.806828572423814, 0.11991353308596778, 35, 28.90341361759538, 96.66666666666667, 'Low Risk'),
(169742, 71, 18, '52:46.2', 36.546475199576655, 96.09978395999985, 119, 71, 39, 'Female', 70.95049161183113, 1.5862370065751006, 0.11231114380277718, 48, 28.198061518847023, 87, 'Low Risk'),
(169743, 82, 17, '51:46.2', 37.32745245241919, 96.06578441980571, 125, 83, 38, 'Male', 74.76160195976367, 1.9463985444492065, 0.1478022977519804, 42, 19.733996933652747, 97, 'Low Risk'),
(169744, 62, 17, '50:46.2', 36.859525136495584, 96.38789785779151, 118, 71, 49, 'Female', 96.20667114936265, 1.5150094446092612, 0.1307147361592654, 47, 41.91548612584681, 86.66666666666667, 'High Risk'),
(169745, 71, 18, '49:46.2', 36.86889263233106, 99.85017756695078, 129, 74, 19, 'Male', 66.22818780006422, 1.6132324830265532, 0.10830691845793572, 55, 25.447724559526037, 92.33333333333333, 'Low Risk'),
(169746, 79, 18, '48:46.2', 36.15336714108787, 96.09261701837764, 120, 85, 25, 'Male', 85.55210136653173, 1.5546299262578842, 0.059003181, 35, 35.39782960028322, 96.66666666666667, 'High Risk'),
(169747, 89, 14, '47:46.2', 36.31044008332086, 96.56770683805819, 115, 79, 46, 'Female', 66.67466922987309, 1.8989418399925293, 0.092700706, 36, 18.490026890058704, 91, 'High Risk'),
(169748, 69, 16, '46:46.2', 37.06685003783211, 98.18482799, 116, 73, 87, 'Female', 67.09879576037147, 1.6431366384789965, 0.074126631, 43, 24.852344586516626, 87.33333333333333, 'Low Risk'),
(169749, 71, 16, '45:46.2', 36.53294297845365, 95.14938160019304, 120, 74, 62, 'Male', 57.696372081776026, 1.8897327533834842, 0.090582979, 46, 16.15651636708019, 89.33333333333333, 'High Risk'),
(169750, 64, 16, '44:46.2', 37.41070501140648, 96.16240340913015, 131, 76, 52, 'Male', 72.23400603769042, 1.9825449603561158, 0.052604298, 55, 18.37788844433652, 94.33333333333333, 'High Risk'),
(169751, 82, 12, '43:46.2', 36.86560249747821, 96.5397424, 129, 84, 49, 'Female', 75.11043045, 1.6981830744087443, 0.089487957, 45, 26.045412190374673, 99, 'Low Risk'),
(169752, 80, 15, '42:46.2', 36.02472367083456, 99.26940556142424, 129, 71, 24, 'Male', 63.108316218782115, 1.5092963322692208, 0.11184142478410314, 58, 27.703686222185244, 90.33333333333333, 'Low Risk'),
(169753, 80, 15, '41:46.2', 37.43754368, 99.21167158568015, 114, 89, 65, 'Female', 90.02277103676597, 1.870120937352072, 0.13404866657868805, 25, 25.74026371711454, 97.33333333333333, 'Low Risk'),
(169754, 81, 15, '40:46.2', 36.61179661161339, 99.11823218221045, 134, 71, 67, 'Female', 65.22251073942468, 1.9276870081405117, 0.1062627704471927, 63, 17.551913589691654, 92, 'High Risk'),
(169755, 76, 18, '39:46.2', 37.11393771614625, 96.76484331, 123, 74, 41, 'Female', 92.69862460062652, 1.8805688075325133, 0.14686541307050133, 49, 26.21167858058892, 90.33333333333333, 'Low Risk'),
(169756, 71, 13, '38:46.2', 36.913249984612506, 96.08163579924044, 133, 83, 70, 'Female', 57.374254749880535, 1.7104027147950203, 0.114217186, 50, 19.61192858043282, 99.66666666666666, 'Low Risk'),
(169757, 81, 16, '37:46.2', 36.89426194, 99.36481249592354, 132, 87, 85, 'Female', 85.95284915, 1.619903821700947, 0.14446837977249927, 45, 32.75531778087458, 102, 'High Risk'),
(169758, 93, 19, '36:46.2', 36.73869034421139, 96.84922563, 121, 83, 78, 'Male', 77.06239164, 1.967530802203552, 0.13959189448155096, 38, 19.90670603048401, 95.66666666666667, 'High Risk'),
(169759, 76, 14, '35:46.2', 37.42949587000262, 97.08798930453543, 128, 76, 78, 'Male', 96.34380002815256, 1.9253167255681438, 0.0926196, 52, 25.99078547549852, 93.33333333333333, 'Low Risk'),
(169760, 71, 15, '34:46.2', 36.81833937759953, 99.21917351119457, 137, 85, 64, 'Male', 67.13453298726667, 1.8703973144963852, 0.058202074, 52, 19.190143911548194, 102.33333333333333, 'Low Risk'),
(169761, 60, 18, '33:46.2', 37.293397617895565, 99.38252595403809, 134, 80, 34, 'Female', 97.46659365525255, 1.8723194042709441, 0.14726769663486072, 54, 27.803272211921197, 98, 'Low Risk'),
(169762, 78, 16, '32:46.2', 36.44355610831573, 99.17993561455786, 113, 81, 73, 'Female', 50.04096837, 1.9801592752420398, 0.1300838831752814, 32, 12.762197363539382, 91.66666666666667, 'High Risk'),
(169763, 77, 15, '31:46.2', 36.82136148506726, 97.10820251790182, 137, 87, 52, 'Male', 84.92615398353946, 1.5002954695675175, 0.1419003703737639, 50, 37.73009173686815, 103.66666666666666, 'High Risk'),
(169764, 90, 18, '30:46.2', 36.721021402525906, 96.83283114509811, 112, 70, 75, 'Female', 52.810717995590515, 1.9457605629514096, 0.1448856529791512, 42, 13.949006558785452, 84, 'High Risk'),
(169765, 65, 15, '29:46.2', 37.47678445938503, 99.21976021377611, 136, 82, 59, 'Female', 67.06062244843717, 1.6270401122645115, 0.1368732771371941, 54, 25.332092213307817, 100, 'Low Risk'),
(169766, 61, 16, '28:46.2', 36.40519079834023, 96.48090457741698, 115, 76, 25, 'Female', 96.81893757595438, 1.5682307895580347, 0.11598673543859196, 39, 39.36772879750196, 89, 'High Risk'),
(169767, 74, 13, '27:46.2', 36.827658442550174, 96.21583266684742, 125, 81, 37, 'Female', 84.98103321427483, 1.9876564785161148, 0.11062079504160716, 44, 21.509947474877407, 95.66666666666667, 'Low Risk'),
(169768, 60, 13, '26:46.2', 36.65227880909779, 95.12614838664477, 127, 77, 31, 'Male', 62.34755923091656, 1.680233206946124, 0.080851783, 50, 22.08413174916351, 93.66666666666666, 'Low Risk'),
(169769, 93, 12, '25:46.2', 36.82909636050319, 98.24151416, 110, 84, 36, 'Female', 97.36143253354481, 1.9126509301256855, 0.14606272918261665, 26, 26.614329126560097, 92.66666666666667, 'High Risk'),
(169770, 63, 14, '24:46.2', 36.59736391279494, 99.42311169, 135, 88, 46, 'Female', 74.18293951, 1.6637446908786964, 0.056354065, 47, 26.799745700607396, 103.66666666666667, 'Low Risk'),
(169771, 80, 15, '23:46.2', 36.86950836196829, 95.27048742, 127, 88, 65, 'Male', 75.07205620942926, 1.748121002573885, 0.088706677, 39, 24.566049920574965, 101, 'Low Risk'),
(169772, 87, 12, '22:46.2', 36.15879524745424, 96.97723122617425, 111, 85, 37, 'Male', 86.19913191087426, 1.778164164771255, 0.086522018, 26, 27.262092360731586, 93.66666666666667, 'Low Risk'),
(169773, 66, 14, '21:46.2', 36.63687029289514, 97.46083801733919, 136, 83, 77, 'Male', 76.90721404401056, 1.8605651575549222, 0.11197307004411644, 53, 22.21658547444168, 100.66666666666666, 'Low Risk'),
(169774, 87, 15, '20:46.2', 36.74434189349847, 97.66604391907532, 114, 85, 64, 'Male', 86.45018437080479, 1.5780914850945325, 0.14522712950526173, 29, 34.71375314, 94.66666666666667, 'High Risk'),
(169775, 76, 12, '19:46.2', 36.56563988180218, 99.20563053973461, 137, 70, 55, 'Female', 80.69459196428096, 1.5239532515250196, 0.056791855448277556, 67, 34.745705966765335, 92.33333333333333, 'High Risk'),
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(169951, 73, 17, '23:46.2', 36.59735226448288, 96.53394871, 139, 85, 35, 'Female', 61.10583547730526, 1.812753344521308, 0.070047529, 54, 18.59538850382463, 103, 'Low Risk'),
(169952, 68, 18, '22:46.2', 36.32785761478169, 99.05811944219792, 133, 77, 18, 'Male', 54.20525716804216, 1.8594684048311936, 0.052677181, 56, 15.677030465666455, 95.66666666666666, 'High Risk'),
(169953, 79, 19, '21:46.2', 36.78878529580346, 95.04438465200629, 118, 73, 66, 'Female', 91.59864132, 1.7006304917678658, 0.095287586, 45, 31.671534722237574, 88, 'High Risk'),
(169954, 90, 13, '20:46.2', 36.46582102934665, 99.24700841678539, 137, 76, 29, 'Female', 80.35849127650008, 1.9835388520695603, 0.085534385, 61, 20.424449096973753, 96.33333333333333, 'Low Risk'),
(169955, 99, 17, '19:46.2', 36.45377069136002, 95.97118347397381, 134, 76, 73, 'Male', 95.82041948555519, 1.6047713927928706, 0.11585962799532225, 58, 37.20760534772858, 95.33333333333333, 'High Risk'),
(169956, 65, 13, '18:46.2', 37.34937410911965, 98.73971823670261, 129, 73, 76, 'Female', 61.81123674741556, 1.6501193167937633, 0.077569935, 56, 22.70056866090378, 91.66666666666666, 'Low Risk'),
(169957, 86, 19, '17:46.2', 36.14482305349283, 97.94684380070017, 133, 80, 40, 'Female', 53.81706739651506, 1.8534685612406923, 0.095643319, 53, 15.665691892056936, 97.66666666666666, 'High Risk'),
(169958, 71, 18, '16:46.2', 36.91042394915214, 99.51118545980385, 112, 75, 62, 'Male', 50.94337070206339, 1.735682877993022, 0.0737125, 37, 16.91012891096693, 87.33333333333333, 'High Risk'),
(169959, 84, 15, '15:46.2', 37.227431733360525, 99.89261877537234, 123, 74, 45, 'Male', 80.90098596796426, 1.6093143595797503, 0.071252636, 49, 31.237195934658455, 90.33333333333333, 'High Risk'),
(169960, 91, 15, '14:46.2', 37.103724941824424, 97.72822419520021, 134, 80, 62, 'Male', 84.59917768176771, 1.584642518, 0.11676571437248794, 54, 33.69019562182289, 98, 'High Risk'),
(169961, 93, 12, '13:46.2', 37.16659508243404, 98.33676343445018, 131, 71, 28, 'Male', 88.22861477379735, 1.9611780141648063, 0.10045305425465459, 60, 22.939050041504792, 91, 'High Risk'),
(169962, 65, 19, '12:46.2', 36.836447177095444, 95.90474134770182, 112, 75, 46, 'Female', 71.11123356623318, 1.8441174146992834, 0.14965670547681353, 37, 20.910339028204238, 87.33333333333333, 'Low Risk'),
(169963, 97, 17, '11:46.2', 36.93156239973176, 95.49534410415144, 112, 79, 46, 'Female', 50.59016143, 1.559252319467181, 0.062842492, 33, 20.80814031149184, 90, 'High Risk'),
(169964, 75, 15, '10:46.2', 36.829011387059694, 98.18233969219065, 130, 73, 73, 'Male', 85.03316472239601, 1.6185084766256455, 0.082049831, 57, 32.460737762547744, 92, 'High Risk'),
(169965, 60, 12, '09:46.2', 36.9837293, 99.30332687, 113, 78, 48, 'Male', 80.01583791273207, 1.520541437680664, 0.065884847, 35, 34.60823391, 89.66666666666667, 'High Risk'),
(169966, 68, 17, '08:46.2', 37.17440161633181, 99.17877530445197, 124, 81, 35, 'Male', 54.55616433223723, 1.9074482236480041, 0.077533227, 43, 14.994718344814412, 95.33333333333333, 'High Risk'),
(169967, 80, 14, '07:46.2', 37.313506172581725, 97.29279924445649, 133, 75, 63, 'Female', 68.29890526356695, 1.6450765181939806, 0.099633908, 58, 25.237221302502416, 94.33333333333333, 'Low Risk'),
(169968, 69, 12, '06:46.2', 36.022662338577256, 96.21852888298294, 122, 76, 78, 'Female', 97.29544624193939, 1.5896159558741458, 0.059007926, 46, 38.50419849, 91.33333333333333, 'High Risk'),
(169969, 61, 16, '05:46.2', 37.19512238, 99.82326406957323, 129, 74, 32, 'Female', 64.34126578, 1.5393040256693793, 0.13465290218198994, 55, 27.154436205441773, 92.33333333333333, 'Low Risk'),
(169970, 80, 19, '04:46.2', 36.13683424817899, 98.98427283839055, 125, 80, 82, 'Female', 76.40871858556179, 1.8609497890986781, 0.094413956, 45, 22.06345928054798, 95, 'Low Risk'),
(169971, 82, 16, '03:46.2', 37.47146997034092, 95.70375545643182, 129, 85, 53, 'Male', 81.72495650736337, 1.5888197515847167, 0.14365539659036475, 44, 32.374676524184196, 99.66666666666667, 'High Risk'),
(169972, 87, 16, '02:46.2', 36.98839701116948, 95.33849030202748, 120, 79, 25, 'Female', 64.32845260646643, 1.5138224657605557, 0.085790391, 41, 28.07069805116628, 92.66666666666667, 'Low Risk'),
(169973, 77, 15, '01:46.2', 36.97535171346814, 96.93998029603998, 138, 87, 33, 'Male', 74.20523584268429, 1.711575026151252, 0.097759516, 51, 25.330436149748127, 104, 'Low Risk'),
(169974, 77, 16, '00:46.2', 37.01437404195707, 96.08664646222664, 131, 88, 83, 'Male', 61.159779137577814, 1.9362124245934464, 0.12560440135295525, 43, 16.313979157052703, 102.33333333333333, 'High Risk'),
(169975, 68, 15, '59:46.2', 37.19288125757847, 97.22457688, 121, 72, 36, 'Female', 72.07829863883285, 1.8529610228597995, 0.11494583730092889, 49, 20.992876886367874, 88.33333333333333, 'Low Risk'),
(169976, 87, 13, '58:46.2', 36.658391713405955, 95.74662856133064, 124, 86, 20, 'Female', 98.90972652255729, 1.8126923864028364, 0.12515774063177593, 38, 30.10168313096879, 98.66666666666667, 'High Risk'),
(169977, 75, 16, '57:46.2', 36.164222012233694, 98.4814113, 112, 74, 73, 'Male', 68.06015889665173, 1.730236091816272, 0.1301158777216586, 38, 22.73433340900985, 86.66666666666667, 'Low Risk'),
(169978, 98, 17, '56:46.2', 37.41319649836532, 97.38594218009725, 138, 85, 19, 'Female', 88.78011850288038, 1.9487384191640904, 0.069384835, 53, 23.378068443095298, 102.66666666666666, 'High Risk'),
(169979, 97, 12, '55:46.2', 36.300879028451064, 97.47296790887063, 114, 83, 34, 'Female', 93.13187477001966, 1.7509864603175624, 0.053276515, 31, 30.37615287116357, 93.33333333333333, 'High Risk'),
(169980, 71, 15, '54:46.2', 36.07891307996615, 97.23357769630104, 130, 72, 52, 'Male', 83.38748449547082, 1.580695128034198, 0.080206306, 58, 33.373721958986074, 91.33333333333333, 'High Risk'),
(169981, 67, 16, '53:46.2', 36.43922631495407, 96.18202615649466, 128, 83, 42, 'Male', 91.21201953, 1.598591244729924, 0.058160204, 45, 35.69251999, 98, 'High Risk'),
(169982, 75, 12, '52:46.2', 36.72666070364146, 97.67837139, 118, 83, 71, 'Male', 94.04079159936987, 1.621091326042527, 0.089603954, 35, 35.78502394571138, 94.66666666666667, 'High Risk'),
(169983, 84, 15, '51:46.2', 37.40101280050349, 96.69290760501376, 130, 82, 87, 'Female', 94.13577439934402, 1.9859271347393457, 0.12102234032185602, 48, 23.868662297796515, 98, 'Low Risk'),
(169984, 83, 16, '50:46.2', 36.09107980308993, 99.07881048321917, 112, 70, 35, 'Male', 81.70518080515264, 1.9970767661075899, 0.055391746426149184, 42, 20.48613720686726, 84, 'Low Risk'),
(169985, 71, 18, '49:46.2', 36.367270642259456, 96.48610311, 111, 73, 58, 'Female', 91.51717876929087, 1.968384501326872, 0.12691981965685029, 38, 23.620155361736984, 85.66666666666667, 'Low Risk'),
(169986, 87, 14, '48:46.2', 36.24061208581713, 97.04999748724545, 138, 88, 38, 'Female', 59.33929477839507, 1.9803463710732796, 0.074922288, 50, 15.130736455308465, 104.66666666666666, 'High Risk'),
(169987, 82, 14, '47:46.2', 36.69662656947219, 95.04052961, 129, 73, 42, 'Female', 63.29270089354367, 1.803810397238399, 0.10756325913451173, 56, 19.45234023023639, 91.66666666666666, 'Low Risk'),
(169988, 76, 12, '46:46.2', 37.35222439525353, 98.45708245894843, 134, 78, 26, 'Female', 56.42929451735124, 1.6371754054225112, 0.053288759, 56, 21.053010017930593, 96.66666666666666, 'Low Risk'),
(169989, 71, 14, '45:46.2', 36.25460357, 95.90750903714017, 139, 88, 21, 'Female', 70.38887584801469, 1.5012602164573385, 0.10951160197867771, 51, 31.231444935667636, 105, 'High Risk'),
(169990, 96, 19, '44:46.2', 36.489251578124865, 98.02418244946382, 112, 74, 80, 'Male', 85.38665746118161, 1.6166997788567243, 0.073841568, 38, 32.66865505216118, 86.66666666666667, 'High Risk'),
(169991, 69, 16, '43:46.2', 36.62914497853635, 98.64509403159923, 112, 83, 61, 'Male', 63.991374163206046, 1.5238179949770387, 0.14811338257838366, 29, 27.558478754839054, 92.66666666666667, 'Low Risk'),
(169992, 92, 12, '42:46.2', 36.90802246696693, 96.51247955916823, 129, 81, 74, 'Male', 91.99937080759108, 1.5511657981576707, 0.10530736073873051, 48, 38.23564462247921, 97, 'High Risk'),
(169993, 74, 16, '41:46.2', 36.303272621839696, 96.42300995222026, 123, 76, 41, 'Female', 50.323881889968256, 1.9664583161452454, 0.090099058, 47, 13.013815476381968, 91.66666666666667, 'High Risk'),
(169994, 84, 16, '40:46.2', 37.02159717106628, 99.08984412974426, 133, 85, 30, 'Male', 53.14861579911844, 1.5871228630323848, 0.095048546, 48, 21.099436779761042, 101, 'Low Risk'),
(169995, 99, 16, '39:46.2', 37.379128223888415, 96.93410137594198, 138, 83, 60, 'Female', 63.954072735764896, 1.5008328951324983, 0.1013307621578972, 55, 28.392492947537775, 101.33333333333333, 'High Risk'),
(169996, 95, 14, '38:46.2', 37.04605610545458, 97.15295022285646, 130, 73, 67, 'Female', 61.03100303662287, 1.7814795798601908, 0.061549649269152545, 57, 19.23042180744154, 92, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(169998, 87, 18, '36:46.2', 36.32300666050959, 96.95150292250626, 114, 72, 43, 'Female', 69.00633891, 1.8357250682312474, 0.09995072, 42, 20.477347938351897, 86, 'Low Risk'),
(169999, 60, 14, '35:46.2', 36.86018029745271, 99.34698269, 119, 80, 19, 'Female', 53.588994516489414, 1.8214077081505664, 0.097348864, 39, 16.15330034534721, 93, 'High Risk'),
(170000, 73, 19, '34:46.2', 37.192085751280395, 98.01584280364595, 116, 89, 19, 'Female', 92.82871871047286, 1.897619148587366, 0.13735862067562715, 27, 25.778892046508197, 98, 'Low Risk'),
(170001, 84, 14, '33:46.2', 36.85101231692847, 95.81854834492289, 118, 80, 76, 'Male', 58.62961426, 1.555531667548539, 0.076500762, 38, 24.230329669481304, 92.66666666666667, 'Low Risk'),
(170002, 85, 19, '32:46.2', 36.94264617379942, 95.5233912, 124, 86, 43, 'Male', 99.78771106, 1.625364536488632, 0.069370258, 38, 37.77248013, 98.66666666666667, 'High Risk'),
(170003, 64, 18, '31:46.2', 36.86853203, 98.29687347069728, 115, 74, 73, 'Male', 52.78039128192531, 1.6524378329527256, 0.063260088, 41, 19.329576816860566, 87.66666666666667, 'Low Risk'),
(170004, 95, 19, '30:46.2', 36.55184466440326, 96.01243391900881, 133, 70, 64, 'Female', 90.32464847567589, 1.9665305711926724, 0.073928298, 63, 23.35634467, 91, 'High Risk'),
(170005, 99, 19, '29:46.2', 37.01567725916328, 97.56344254, 120, 89, 85, 'Male', 53.84767119421801, 1.7856702321507836, 0.1328038402813888, 31, 16.887462903498648, 99.33333333333333, 'High Risk'),
(170006, 64, 17, '28:46.2', 36.72600027100429, 98.13129914022952, 125, 76, 35, 'Female', 90.16903655143355, 1.6801453179939843, 0.075935046, 49, 31.94212002095969, 92.33333333333333, 'High Risk'),
(170007, 71, 16, '27:46.2', 36.18227583150032, 99.29319748665694, 126, 82, 84, 'Female', 83.06862587, 1.8801446342476105, 0.13759679094628446, 44, 23.499277355307466, 96.66666666666667, 'Low Risk'),
(170008, 82, 12, '26:46.2', 37.197127760395055, 99.11578968630084, 114, 88, 60, 'Male', 52.36287916, 1.921836264, 0.11083782840171336, 26, 14.177209275250476, 96.66666666666667, 'High Risk'),
(170009, 99, 15, '25:46.2', 36.41124963073724, 95.69411882655909, 127, 76, 28, 'Male', 94.96751005187224, 1.9943151610608327, 0.091243535, 51, 23.877423908140432, 93, 'High Risk'),
(170010, 73, 18, '24:46.2', 36.895573399943636, 95.30363998516117, 124, 89, 86, 'Female', 63.42883306690359, 1.5827035826698839, 0.1082215071669439, 35, 25.321390486570134, 100.66666666666667, 'Low Risk'),
(170011, 93, 17, '23:46.2', 37.260858723769076, 97.76212485601204, 136, 75, 23, 'Male', 72.34881313458763, 1.5605245137170969, 0.11063980959018463, 61, 29.70914959, 95.33333333333333, 'High Risk'),
(170012, 96, 15, '22:46.2', 37.22496838364724, 96.20567701, 119, 85, 73, 'Male', 98.33435988435066, 1.761507123494409, 0.13698132939136265, 34, 31.691039697741168, 96.33333333333333, 'High Risk'),
(170013, 95, 16, '21:46.2', 37.22999644, 98.10885338000848, 128, 80, 61, 'Female', 83.15061908206157, 1.7798623946279666, 0.095879422, 48, 26.24778333581032, 96, 'High Risk'),
(170014, 71, 14, '20:46.2', 36.82688772103163, 97.98485029242275, 110, 72, 69, 'Female', 50.14833399529337, 1.5266093641564034, 0.058712703, 38, 21.517938685304188, 84.66666666666667, 'Low Risk'),
(170015, 91, 13, '19:46.2', 36.27439662160668, 97.44566551149495, 124, 76, 50, 'Male', 70.93951557747044, 1.7605903553669233, 0.059071134197163915, 48, 22.886088953921696, 92, 'High Risk'),
(170016, 60, 15, '18:46.2', 36.12092991857722, 95.57977901083942, 129, 74, 70, 'Female', 67.77470187659098, 1.9404721130736078, 0.13359972956130597, 55, 17.999183490105327, 92.33333333333333, 'High Risk'),
(170017, 97, 15, '17:46.2', 37.05832471931705, 95.2430395, 124, 72, 41, 'Male', 99.03975099088518, 1.9625141232128216, 0.1258961909074146, 52, 25.714847795893693, 89.33333333333333, 'High Risk'),
(170018, 76, 17, '16:46.2', 37.492265740163226, 95.25144733604363, 138, 87, 28, 'Male', 76.78818989731751, 1.6613909216655713, 0.10489666698500713, 51, 27.8195925, 104, 'Low Risk'),
(170019, 84, 13, '15:46.2', 37.24580692104155, 97.38499014384944, 111, 83, 60, 'Female', 95.52809969333113, 1.871886004649868, 0.084155322, 28, 27.26291842281487, 92.33333333333333, 'Low Risk'),
(170020, 89, 12, '14:46.2', 36.75706859711859, 95.65048699764998, 138, 73, 28, 'Male', 88.65001517966053, 1.7604274234762305, 0.11794638535386183, 65, 28.605040287421268, 94.66666666666666, 'Low Risk'),
(170021, 75, 16, '13:46.2', 37.00846087392114, 97.50895932273244, 127, 86, 29, 'Male', 81.96003113816022, 1.910027529673596, 0.1408172864264189, 41, 22.465850315776283, 99.66666666666667, 'Low Risk'),
(170022, 79, 13, '12:46.2', 36.81657123578721, 97.95884380981224, 111, 87, 82, 'Female', 98.82438685734897, 1.6852955762857313, 0.079648042, 24, 34.79460950873787, 95, 'High Risk'),
(170023, 91, 12, '11:46.2', 36.79054714371366, 97.45198979, 139, 86, 73, 'Female', 75.09251838744164, 1.723932606796733, 0.081007686, 53, 25.267140856663996, 103.66666666666666, 'High Risk'),
(170024, 96, 13, '10:46.2', 37.31131267499318, 97.16925932294123, 136, 74, 83, 'Female', 58.819043641279904, 1.939857949786576, 0.073176609, 62, 15.630688238699335, 94.66666666666666, 'High Risk'),
(170025, 86, 13, '09:46.2', 36.96957904623699, 96.33208938861983, 111, 72, 84, 'Male', 77.92202345370188, 1.529227013146172, 0.13224369900892238, 39, 33.320867494271425, 85, 'High Risk'),
(170026, 72, 12, '08:46.2', 36.80307537933522, 98.66283971, 124, 72, 67, 'Male', 72.73056871256033, 1.8902003547436412, 0.085758074, 52, 20.35641531560886, 89.33333333333333, 'Low Risk'),
(170027, 72, 15, '07:46.2', 36.17853225990137, 98.90435093505889, 114, 73, 29, 'Female', 64.58615988750564, 1.5344248754305565, 0.12962274764525417, 41, 27.43141449099325, 86.66666666666667, 'Low Risk'),
(170028, 74, 15, '06:46.2', 37.036715466105235, 99.77782632763629, 113, 71, 75, 'Female', 71.97743628467666, 1.8060892408578189, 0.073459191, 42, 22.06571288, 85, 'Low Risk'),
(170029, 83, 15, '05:46.2', 37.409296457513065, 95.65498268700786, 111, 77, 20, 'Male', 96.84749399, 1.8820659239217525, 0.058245214, 34, 27.341272559997513, 88.33333333333333, 'Low Risk'),
(170030, 98, 12, '04:46.2', 36.55662481, 99.16346459, 132, 71, 68, 'Female', 83.70737993259563, 1.8506515683869964, 0.07729432, 61, 24.44074441, 91.33333333333333, 'High Risk'),
(170031, 60, 18, '03:46.2', 37.02038648671202, 96.91465016321926, 139, 89, 35, 'Male', 96.43262112585472, 1.7144048351875614, 0.13087313188004523, 50, 32.809318208737075, 105.66666666666666, 'High Risk'),
(170032, 98, 14, '02:46.2', 37.102863069297946, 97.46477693528578, 134, 88, 29, 'Female', 98.42049440013436, 1.6276867364708165, 0.14252399514582587, 46, 37.14872332997405, 103.33333333333333, 'High Risk'),
(170033, 94, 19, '01:46.2', 36.92726745278352, 98.56662434136081, 113, 88, 40, 'Female', 98.31299622, 1.862687322198639, 0.056041701848339724, 25, 28.335508751962603, 96.33333333333333, 'High Risk'),
(170034, 95, 14, '00:46.2', 37.02467784, 95.42322852305398, 134, 73, 48, 'Male', 57.70976385842534, 1.9942210415390926, 0.08846574, 61, 14.51117931, 93.33333333333333, 'High Risk'),
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(170209, 94, 16, '05:46.2', 37.01785842120626, 98.51728161443528, 124, 89, 68, 'Female', 56.442457767191094, 1.670764330324333, 0.091654876, 35, 20.219738150411068, 100.66666666666667, 'High Risk'),
(170210, 76, 12, '04:46.2', 36.21440266351711, 97.04554537014177, 111, 74, 50, 'Male', 51.18250893743591, 1.830128264968589, 0.10816318228248425, 37, 15.28123709652735, 86.33333333333333, 'High Risk'),
(170211, 76, 15, '03:46.2', 36.96030641276132, 99.26828632377816, 127, 85, 79, 'Male', 57.49634754488161, 1.902081522542965, 0.082488929, 42, 15.892126143204063, 99, 'High Risk'),
(170212, 93, 15, '02:46.2', 36.28307548728831, 98.40750060051808, 120, 72, 65, 'Female', 55.10660080047097, 1.522182399885991, 0.11234221533717256, 48, 23.78319685252398, 88, 'High Risk'),
(170213, 81, 19, '01:46.2', 36.67193221256354, 98.09136644795456, 139, 77, 86, 'Female', 65.21905323, 1.684022135311139, 0.1377580405918605, 62, 22.997408442988885, 97.66666666666666, 'Low Risk'),
(170214, 63, 19, '00:46.2', 37.051525149128764, 96.92895978909858, 119, 74, 40, 'Male', 74.41561964155285, 1.8978276235163323, 0.076637914, 45, 20.660963719235397, 89, 'Low Risk'),
(170215, 97, 18, '59:46.2', 36.76687229477493, 96.85322659348803, 130, 78, 24, 'Male', 94.39646912119557, 1.6741875096482237, 0.10607347518547605, 52, 33.67809788302564, 95.33333333333333, 'High Risk'),
(170216, 61, 12, '58:46.2', 36.898656225130956, 95.75391051, 137, 79, 60, 'Female', 70.24178260926703, 1.5299158290522321, 0.091148917, 58, 30.009616714328804, 98.33333333333333, 'High Risk'),
(170217, 68, 13, '57:46.2', 36.198476660014656, 98.72659646277594, 136, 82, 58, 'Female', 88.17701701279796, 1.573328024576245, 0.050332134389953744, 54, 35.62188077430227, 100, 'High Risk'),
(170218, 84, 13, '56:46.2', 36.29508789709919, 99.62080685875189, 113, 70, 36, 'Female', 99.14256144015707, 1.950609650061999, 0.097057322, 43, 26.05669912674602, 84.33333333333333, 'Low Risk'),
(170219, 84, 14, '55:46.2', 37.15868291089659, 96.41652395, 115, 75, 56, 'Male', 51.98543155725833, 1.6864913713721805, 0.075542707, 40, 18.277357497386156, 88.33333333333333, 'High Risk'),
(170220, 69, 18, '54:46.2', 37.259605641868795, 97.94098492, 126, 72, 62, 'Male', 54.07662446433933, 1.9211303601037195, 0.10875590433015656, 54, 14.651966056719532, 90, 'High Risk'),
(170221, 73, 14, '53:46.2', 37.004040549335265, 98.38653026611921, 135, 77, 85, 'Male', 56.71582825771187, 1.9471243396261713, 0.095041755, 58, 14.959494124062363, 96.33333333333333, 'High Risk'),
(170222, 65, 13, '52:46.2', 36.90736362120769, 99.50649408109521, 135, 85, 88, 'Female', 72.84441195179603, 1.5940973542382895, 0.098203645, 50, 28.66596457192664, 101.66666666666666, 'Low Risk'),
(170223, 90, 14, '51:46.2', 37.48068023605072, 95.49646878, 110, 76, 79, 'Male', 53.12063527401203, 1.5452603405395597, 0.14183850398218398, 34, 22.246410318699592, 87.33333333333333, 'Low Risk'),
(170224, 77, 13, '50:46.2', 36.14679426378893, 99.14896116614794, 130, 87, 46, 'Female', 70.04765058157813, 1.5051362541616229, 0.096322197, 43, 30.92017477513071, 101.33333333333333, 'High Risk'),
(170225, 62, 15, '49:46.2', 36.835026227262446, 95.56785285372484, 117, 84, 64, 'Female', 79.73606339587025, 1.5198639952133322, 0.10267319292799745, 33, 34.51797713, 95, 'High Risk'),
(170226, 76, 16, '48:46.2', 36.67967241402398, 97.47653043, 120, 79, 45, 'Female', 96.37174663256035, 1.9142936450962813, 0.10314739218930628, 41, 26.298599116345663, 92.66666666666667, 'Low Risk'),
(170227, 77, 15, '47:46.2', 36.82502501026448, 96.48726431958664, 136, 86, 64, 'Female', 50.74550388, 1.9676576315163343, 0.11851692012966437, 50, 13.106855173448281, 102.66666666666666, 'High Risk'),
(170228, 65, 14, '46:46.2', 36.36051511590429, 96.26369086250719, 121, 79, 73, 'Female', 74.90009663, 1.7647818736983225, 0.1328234492578691, 42, 24.049182005000944, 93, 'Low Risk'),
(170229, 62, 13, '45:46.2', 37.079994532436636, 96.00662404962466, 125, 83, 60, 'Male', 61.86219206272268, 1.897776515570055, 0.12389270697974358, 42, 17.176519583009004, 97, 'High Risk'),
(170230, 71, 17, '44:46.2', 36.44014717, 95.39129048, 126, 74, 59, 'Female', 98.47973930702824, 1.6429397751288688, 0.059526041555509016, 52, 36.48409706512107, 91.33333333333333, 'High Risk'),
(170231, 85, 19, '43:46.2', 36.32870758440325, 97.2113792, 116, 86, 33, 'Male', 84.53386569, 1.7270405983421386, 0.13788085434313674, 30, 28.341682975260866, 96, 'Low Risk'),
(170232, 64, 17, '42:46.2', 36.12859100190866, 98.95852746450466, 134, 75, 26, 'Male', 74.72906499901072, 1.6111430938249685, 0.10014105209078232, 59, 28.788651365534708, 94.66666666666666, 'Low Risk'),
(170233, 64, 18, '41:46.2', 36.472800567556135, 96.83917816, 120, 80, 18, 'Male', 98.42101598478371, 1.7735851133259521, 0.063203629, 40, 31.288430190116156, 93.33333333333333, 'High Risk'),
(170234, 64, 13, '40:46.2', 37.11969468744607, 99.77452634595532, 133, 75, 89, 'Male', 73.69262920475393, 1.602265572607748, 0.14769887639114973, 58, 28.70483462, 94.33333333333333, 'Low Risk'),
(170235, 77, 13, '39:46.2', 36.03804301829911, 95.27666234804876, 133, 88, 32, 'Female', 87.69348591293858, 1.960750275880482, 0.11203612969649032, 45, 22.809867605794665, 103, 'Low Risk'),
(170236, 64, 14, '38:46.2', 36.27961519891534, 97.49205697140167, 118, 88, 61, 'Male', 79.20929931235226, 1.8531627308886254, 0.10276270287377934, 30, 23.064766194066276, 98, 'Low Risk'),
(170237, 94, 14, '37:46.2', 36.51401421291945, 99.21265760939755, 139, 84, 27, 'Female', 64.06348152571914, 1.9690808606673447, 0.060594338336530135, 55, 16.522791969398877, 102.33333333333333, 'High Risk'),
(170238, 95, 12, '36:46.2', 36.228623688847165, 97.72479700891824, 135, 88, 61, 'Male', 69.01481448212343, 1.6719677902739876, 0.094908133, 47, 24.688034266896253, 103.66666666666667, 'High Risk'),
(170239, 83, 12, '35:46.2', 36.60905567, 95.64717774357446, 125, 72, 39, 'Male', 78.72618967777808, 1.8320186105709897, 0.12021460637744429, 53, 23.456297972081952, 89.66666666666666, 'Low Risk'),
(170240, 76, 19, '34:46.2', 37.26653984447371, 95.28701657562155, 120, 70, 38, 'Female', 51.24386187992089, 1.9647799928405143, 0.13730790921375943, 50, 13.274372416341627, 86.66666666666666, 'High Risk'),
(170241, 88, 12, '33:46.2', 36.59858589609385, 95.00391734610268, 139, 76, 31, 'Female', 55.48302340033469, 1.8867407548814619, 0.076288607, 63, 15.586035373473763, 97, 'High Risk'),
(170242, 95, 17, '32:46.2', 37.34534134387901, 98.87592943982085, 122, 70, 20, 'Male', 91.99331451052254, 1.658590389916657, 0.081102202, 52, 33.44090155383912, 87.33333333333333, 'High Risk'),
(170243, 83, 12, '31:46.2', 37.03663029738178, 99.57131069439876, 114, 88, 63, 'Female', 93.28587699500804, 1.8165408859678525, 0.11138050400180947, 26, 28.269982802278665, 96.66666666666667, 'Low Risk'),
(170244, 88, 17, '30:46.2', 36.497686467963455, 95.78246457803743, 132, 87, 40, 'Female', 88.30540555, 1.6262758894653169, 0.10085123763842306, 45, 33.388648698701694, 102, 'High Risk'),
(170245, 89, 14, '29:46.2', 37.226723179444924, 97.63173395186034, 117, 89, 67, 'Female', 51.731801226106306, 1.9209125899397728, 0.13678108887755736, 28, 14.019818593683873, 98.33333333333333, 'High Risk'),
(170246, 62, 14, '28:46.2', 36.25157691, 95.33782429708911, 124, 74, 65, 'Male', 61.90024701809437, 1.6450904347593687, 0.12768868482617868, 50, 22.872457416536193, 90.66666666666666, 'Low Risk'),
(170247, 89, 18, '27:46.2', 37.33551813141538, 95.10352792571996, 111, 76, 19, 'Male', 85.51095749469695, 1.859683184006442, 0.10087617227910542, 35, 24.725429328122736, 87.66666666666667, 'Low Risk'),
(170248, 60, 14, '26:46.2', 36.911995283274265, 98.11917049477749, 121, 78, 28, 'Male', 50.66058607458774, 1.8132979178867152, 0.10204090143096861, 43, 15.407489624169013, 92.33333333333333, 'High Risk'),
(170249, 90, 18, '25:46.2', 36.24941690316869, 98.25899553751455, 114, 85, 78, 'Male', 55.469290284951974, 1.8630046127526725, 0.091744173, 29, 15.981765310267074, 94.66666666666667, 'High Risk'),
(170250, 70, 17, '24:46.2', 36.94101451154253, 95.35257023, 130, 80, 57, 'Female', 61.04288391766887, 1.670471040605347, 0.126574252, 50, 21.87545732734363, 96.66666666666666, 'Low Risk'),
(170251, 69, 19, '23:46.2', 36.817608020542096, 98.19483348, 119, 82, 39, 'Female', 77.80165801731474, 1.947261335373989, 0.086877732, 37, 20.518252547826943, 94.33333333333333, 'Low Risk'),
(170252, 95, 18, '22:46.2', 36.084749097434795, 98.40708075382456, 118, 70, 62, 'Male', 75.15306361, 1.8866189202949755, 0.10530480484120912, 48, 21.11437926395009, 86, 'High Risk'),
(170253, 72, 16, '21:46.2', 36.135554546367345, 95.43204022025293, 127, 71, 32, 'Male', 68.75792732150973, 1.636145601512101, 0.079403804, 56, 25.684959085765357, 89.66666666666666, 'Low Risk'),
(170254, 96, 19, '20:46.2', 36.462783911427465, 96.33634667231281, 137, 85, 25, 'Female', 69.03289685, 1.745079753625193, 0.098199926, 52, 22.668643808435913, 102.33333333333333, 'High Risk'),
(170255, 95, 17, '19:46.2', 37.351488035364575, 96.04290764238334, 117, 77, 89, 'Male', 79.51799108190713, 1.6361988790732154, 0.12608724507253802, 40, 29.70251460141393, 90.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(170257, 93, 12, '17:46.2', 36.39239060318903, 95.71269986178787, 127, 79, 73, 'Male', 91.94118904, 1.9532730919817256, 0.14889222677759198, 48, 24.098176523469622, 95, 'High Risk'),
(170258, 67, 12, '16:46.2', 36.285634745631384, 97.73200539596863, 129, 81, 81, 'Male', 61.15406730011128, 1.7355267029069412, 0.064029513, 48, 20.30311836786989, 97, 'Low Risk'),
(170259, 63, 14, '15:46.2', 36.47082485225613, 99.13263858761718, 137, 89, 64, 'Female', 74.11264108288859, 1.532749683279143, 0.12715219124665877, 48, 31.546401032587813, 105, 'High Risk'),
(170260, 75, 12, '14:46.2', 37.24042015340119, 95.17131296699594, 135, 73, 37, 'Male', 82.73565186791842, 1.837048385203285, 0.079185561, 62, 24.51610669391478, 93.66666666666666, 'Low Risk'),
(170261, 79, 13, '13:46.2', 36.740569843547945, 97.43581202599876, 119, 79, 52, 'Male', 64.15977425709148, 1.9678569188229562, 0.078358919, 40, 16.56821765107318, 92.33333333333333, 'High Risk'),
(170262, 92, 15, '12:46.2', 37.312928790626124, 99.78448742145295, 133, 71, 39, 'Male', 93.46371571567484, 1.6833001743820526, 0.14104699082777838, 62, 32.98525956043878, 91.66666666666666, 'High Risk'),
(170263, 67, 19, '11:46.2', 36.30876654633328, 98.96946852500105, 130, 77, 64, 'Male', 74.73293609398941, 1.9903205197869505, 0.073535027, 53, 18.865399397839592, 94.66666666666666, 'Low Risk'),
(170264, 84, 15, '10:46.2', 36.98705502246573, 98.10379199460638, 129, 75, 42, 'Female', 98.57085213320309, 1.579688536071338, 0.13969102840456413, 54, 39.50077151, 93, 'High Risk'),
(170265, 64, 16, '09:46.2', 37.04834532094027, 96.25559153687031, 114, 79, 40, 'Female', 68.17122567985899, 1.7641962675042253, 0.10793629827018536, 35, 21.903186678306007, 90.66666666666667, 'Low Risk'),
(170266, 68, 13, '08:46.2', 36.168567924747734, 98.69716568617173, 134, 78, 74, 'Male', 59.13922348040801, 1.7893290612386203, 0.12754090881202482, 56, 18.47120323, 96.66666666666666, 'High Risk'),
(170267, 74, 15, '07:46.2', 37.43456143848123, 98.23256893593538, 121, 70, 21, 'Male', 79.58901174091298, 1.9158700757393161, 0.14762311476465245, 51, 21.68308157807116, 87, 'Low Risk'),
(170268, 96, 13, '06:46.2', 36.150526831341985, 97.11721001038379, 128, 70, 80, 'Male', 79.91235860246191, 1.9346633073215413, 0.1280677622110773, 58, 21.350259555600175, 89.33333333333333, 'High Risk'),
(170269, 74, 14, '05:46.2', 37.148333731193226, 98.03629679052018, 134, 85, 23, 'Female', 51.929317149861845, 1.8553751026199152, 0.10833248428048164, 49, 15.085133671485364, 101.33333333333333, 'High Risk'),
(170270, 79, 19, '04:46.2', 37.13178194, 97.43010498318557, 138, 86, 53, 'Male', 58.75739286556165, 1.7001683788334152, 0.09036794, 52, 20.327250927800208, 103.33333333333333, 'Low Risk'),
(170271, 88, 14, '03:46.2', 37.126597485557056, 96.32499545975905, 110, 81, 50, 'Male', 73.01369202696617, 1.8910556069411204, 0.074147466, 29, 20.417177786409717, 90.66666666666667, 'Low Risk'),
(170272, 63, 15, '02:46.2', 36.51276259772833, 99.35114483130059, 136, 84, 52, 'Female', 93.76022469150908, 1.8974237316921494, 0.066355179, 52, 26.042938367892525, 101.33333333333333, 'Low Risk'),
(170273, 75, 18, '01:46.2', 36.274225755439524, 97.05358675396295, 125, 75, 50, 'Female', 91.31062418002685, 1.6616935528126588, 0.11483251215375885, 50, 33.06887662322092, 91.66666666666666, 'High Risk'),
(170274, 83, 12, '00:46.2', 36.79496732894508, 97.53525743321687, 131, 72, 35, 'Male', 54.661892907460114, 1.705367229754015, 0.14706722325984128, 59, 18.795281745479297, 91.66666666666666, 'Low Risk'),
(170275, 85, 13, '59:46.2', 36.74943744274001, 99.22773888672386, 124, 81, 29, 'Male', 61.07888510776233, 1.6757834468096062, 0.13433833755007757, 43, 21.749802052780396, 95.33333333333333, 'Low Risk'),
(170276, 86, 13, '58:46.2', 36.24847907610305, 96.04980805, 136, 79, 73, 'Female', 83.26569322651356, 1.5190677688850445, 0.10403640292705268, 57, 36.08376152, 98, 'High Risk'),
(170277, 83, 18, '57:46.2', 37.054318989540185, 99.46657088602333, 128, 79, 64, 'Female', 81.91755268514916, 1.6976260826399303, 0.073037227, 49, 28.424503715195385, 95.33333333333333, 'Low Risk'),
(170278, 89, 17, '56:46.2', 36.91549960562958, 98.09914419023825, 126, 84, 71, 'Male', 87.25204822888023, 1.7369930201576393, 0.075534564, 42, 28.918747822369006, 98, 'Low Risk'),
(170279, 65, 12, '55:46.2', 37.00122256216479, 95.35666395951263, 122, 79, 70, 'Male', 74.82388752987968, 1.7761050770136606, 0.069577946, 43, 23.71935947999976, 93.33333333333333, 'Low Risk'),
(170280, 93, 16, '54:46.2', 36.85703291921466, 96.91768403433676, 134, 77, 57, 'Female', 98.91841975, 1.9785494247609245, 0.050954234, 57, 25.268726959577428, 96, 'High Risk'),
(170281, 74, 15, '53:46.2', 37.45115662231043, 99.83185803655604, 117, 88, 27, 'Female', 80.08691532501587, 1.6162862034589387, 0.087517863, 29, 30.656673938519823, 97.66666666666667, 'High Risk'),
(170282, 89, 17, '52:46.2', 36.32035175215448, 96.89407660425765, 110, 80, 33, 'Male', 74.62666730252492, 1.6210436864331967, 0.058909431, 30, 28.399102100808065, 90, 'Low Risk'),
(170283, 97, 17, '51:46.2', 37.036769347197435, 97.18830794694549, 130, 74, 45, 'Female', 80.99345244179966, 1.9265121191021366, 0.085042274, 56, 21.822596414771688, 92.66666666666666, 'High Risk'),
(170284, 95, 19, '50:46.2', 36.248649845013254, 99.77069005, 133, 70, 33, 'Female', 58.234725210612154, 1.9382663097522064, 0.1200797211299351, 63, 15.500836533812901, 91, 'High Risk'),
(170285, 66, 18, '49:46.2', 36.680351832162536, 99.41580754085967, 137, 83, 32, 'Male', 95.83174295599301, 1.7596700704383668, 0.13634591938139415, 54, 30.949019335727513, 101, 'High Risk'),
(170286, 96, 13, '48:46.2', 36.542422926128474, 98.0747866, 136, 74, 26, 'Female', 90.33103879785884, 1.7792868281268241, 0.1423287650463188, 62, 28.532844998675497, 94.66666666666666, 'High Risk'),
(170287, 72, 15, '47:46.2', 37.12733951949719, 98.73208656000126, 122, 76, 87, 'Male', 72.51090959842881, 1.562230381849358, 0.12618600868635316, 46, 29.710721190484698, 91.33333333333333, 'Low Risk'),
(170288, 92, 18, '46:46.2', 36.09641284, 99.23276719410187, 120, 87, 55, 'Male', 52.435375605404175, 1.9639789451380472, 0.081669082, 33, 13.594108380505329, 98, 'High Risk'),
(170289, 72, 16, '45:46.2', 36.072658176841614, 97.62545500947778, 112, 87, 79, 'Male', 72.86123011824793, 1.6543837079845505, 0.13433737767176335, 25, 26.62097821231405, 95.33333333333333, 'Low Risk'),
(170290, 67, 15, '44:46.2', 36.51103182961848, 95.58065357767423, 113, 71, 31, 'Female', 53.205061827120545, 1.6342580322478615, 0.06778314, 42, 19.921025705319174, 85, 'Low Risk'),
(170291, 81, 12, '43:46.2', 36.896561690317746, 97.91845548960507, 110, 85, 23, 'Male', 52.157811811863915, 1.9275926956415717, 0.14121454145768625, 25, 14.037469291150902, 93.33333333333333, 'High Risk'),
(170292, 75, 18, '42:46.2', 36.80039391805343, 96.88136124826798, 135, 89, 53, 'Female', 66.70216877509893, 1.9825261091841235, 0.12268238439120979, 46, 16.970792517152585, 104.33333333333333, 'High Risk'),
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(170469, 67, 13, '45:46.2', 36.69969869819646, 97.90811634593123, 124, 79, 23, 'Male', 52.17343085252652, 1.7583313040410706, 0.055738704, 45, 16.875163146017606, 94, 'High Risk'),
(170470, 81, 18, '44:46.2', 36.97720351690886, 96.05950915489393, 137, 84, 44, 'Female', 90.24437163080869, 1.7101076413417713, 0.11411506592715943, 53, 30.858387630535884, 101.66666666666666, 'High Risk'),
(170471, 90, 14, '43:46.2', 36.063520529562645, 95.80366846, 124, 71, 87, 'Male', 86.27623061376984, 1.8584425548476737, 0.096613966, 53, 24.98002564, 88.66666666666666, 'Low Risk'),
(170472, 90, 13, '42:46.2', 37.22328172466969, 97.02188308557285, 131, 78, 38, 'Female', 89.86069348, 1.955155499909221, 0.11419656417686921, 53, 23.507538599747924, 95.66666666666666, 'Low Risk'),
(170473, 93, 19, '41:46.2', 36.71477607551619, 99.86285941172986, 118, 74, 57, 'Male', 65.62974816644207, 1.6002481948413547, 0.1400967178070645, 44, 25.62866863163834, 88.66666666666667, 'High Risk'),
(170474, 68, 17, '40:46.2', 37.37718241398959, 98.53234300347458, 117, 88, 86, 'Female', 63.084370609284505, 1.6807676385084995, 0.10510696609284706, 29, 22.33090990198733, 97.66666666666667, 'Low Risk'),
(170475, 86, 19, '39:46.2', 36.23535899567289, 99.15613284009613, 120, 73, 49, 'Female', 72.65429829215167, 1.9870684626567905, 0.1309406554106246, 47, 18.40075536, 88.66666666666667, 'High Risk'),
(170476, 63, 16, '38:46.2', 36.63398341684799, 98.66741003862978, 132, 82, 71, 'Female', 68.73472226, 1.8360363966205768, 0.071153201, 50, 20.38983023140066, 98.66666666666666, 'Low Risk'),
(170477, 61, 15, '37:46.2', 36.25486510989981, 99.57441522813072, 127, 89, 81, 'Female', 81.70660308655599, 1.592725323693335, 0.13636097382742396, 38, 32.208862310991584, 101.66666666666667, 'High Risk'),
(170478, 62, 12, '36:46.2', 36.19761842299488, 95.59150676883392, 135, 85, 18, 'Male', 69.15377455319242, 1.905530782982828, 0.11115421971334422, 50, 19.045130452646468, 101.66666666666666, 'Low Risk'),
(170479, 94, 19, '35:46.2', 36.37014690783281, 99.84016966228212, 139, 79, 28, 'Female', 70.73858407938533, 1.6636878244650053, 0.1007858965258081, 60, 25.55716554315751, 99, 'High Risk'),
(170480, 71, 17, '34:46.2', 37.18010473811482, 96.78864027757854, 127, 73, 34, 'Female', 68.07127198405422, 1.6857634042376368, 0.11601071073572379, 54, 23.953590605063038, 91, 'Low Risk'),
(170481, 66, 15, '33:46.2', 37.19538434511577, 95.15680912234606, 124, 84, 82, 'Male', 66.86258269282152, 1.5989959181985713, 0.14805179042769695, 40, 26.151008254929696, 97.33333333333333, 'Low Risk'),
(170482, 77, 18, '32:46.2', 36.32092364179623, 99.87714711233741, 130, 79, 39, 'Female', 60.86075596842734, 1.547789681228529, 0.12489835625556196, 51, 25.404663604053432, 96, 'Low Risk'),
(170483, 97, 17, '31:46.2', 36.10956504137964, 97.24647658197505, 121, 77, 32, 'Female', 92.07200644841018, 1.728486170564258, 0.066540567, 44, 30.817385366060726, 91.66666666666667, 'High Risk'),
(170484, 63, 19, '30:46.2', 37.22181782408572, 99.29851129288645, 131, 71, 45, 'Male', 51.708597571739645, 1.704580185158461, 0.052206907, 60, 17.796224990262946, 91, 'High Risk'),
(170485, 91, 15, '29:46.2', 36.78220800034979, 96.16906993234647, 127, 88, 77, 'Male', 68.16525025157748, 1.9202805295515784, 0.11705168202536256, 39, 18.485605328747994, 101, 'High Risk'),
(170486, 96, 18, '28:46.2', 37.19117903302883, 98.23548410812775, 134, 85, 58, 'Male', 66.74067374581688, 1.5379045533521924, 0.097080017, 49, 28.218363329576714, 101.33333333333333, 'High Risk'),
(170487, 67, 13, '27:46.2', 36.64007684, 96.47842927956387, 115, 78, 64, 'Male', 90.49420647184225, 1.9943765188656826, 0.13995198344989457, 37, 22.751313329985507, 90.33333333333333, 'Low Risk'),
(170488, 93, 19, '26:46.2', 36.62249739243546, 97.45738571237473, 128, 85, 35, 'Female', 50.290061175269344, 1.6714348145039053, 0.14079005949057075, 43, 18.00127539751817, 99.33333333333333, 'High Risk'),
(170489, 84, 16, '25:46.2', 36.639448669866184, 95.73226595667913, 134, 81, 20, 'Male', 63.51204704368589, 1.6225886383220365, 0.065378888, 53, 24.123440617184407, 98.66666666666666, 'Low Risk'),
(170490, 75, 15, '24:46.2', 36.49053761567422, 99.51324344864207, 139, 78, 73, 'Female', 71.57623175579599, 1.826620651945923, 0.129147721, 61, 21.452213151339045, 98.33333333333333, 'Low Risk'),
(170491, 73, 19, '23:46.2', 37.02658957810041, 98.51135863643533, 135, 80, 70, 'Male', 86.23131337943695, 1.6428077886623216, 0.081788907, 55, 31.951517877885465, 98.33333333333333, 'High Risk'),
(170492, 80, 19, '22:46.2', 37.45495439262049, 95.49814790254146, 126, 89, 88, 'Male', 87.35411498, 1.8250141884908848, 0.071894197, 37, 26.22713656617192, 101.33333333333333, 'Low Risk'),
(170493, 92, 12, '21:46.2', 36.059245115921414, 98.32542801704196, 123, 70, 48, 'Female', 62.44327285100515, 1.715348013428373, 0.052563427082032835, 53, 21.22174882066028, 87.66666666666666, 'High Risk'),
(170494, 94, 12, '20:46.2', 36.035103880454926, 99.02373200021376, 126, 78, 26, 'Male', 87.23355960749112, 1.5638315090687127, 0.075774713, 48, 35.67004652437146, 94, 'High Risk'),
(170495, 72, 18, '19:46.2', 36.46454290991516, 96.82617773289688, 138, 71, 53, 'Female', 86.02530627620936, 1.9561246527733709, 0.11678708807968882, 67, 22.48190843024275, 93.33333333333333, 'Low Risk'),
(170496, 68, 17, '18:46.2', 36.57465065544586, 95.98801118100741, 127, 86, 23, 'Female', 64.54219835, 1.7973743690423756, 0.13825363244407787, 41, 19.978674218228495, 99.66666666666667, 'Low Risk'),
(170497, 97, 13, '17:46.2', 36.70892662502813, 97.25468230600963, 130, 83, 89, 'Male', 93.35371320090087, 1.9830688715647835, 0.080250206, 47, 23.738649169441516, 98.66666666666667, 'High Risk'),
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(170499, 70, 15, '15:46.2', 37.096351345087626, 99.84422385291691, 115, 78, 38, 'Female', 61.18542503514423, 1.6435574908053416, 0.1208985259523991, 37, 22.650520225621335, 90.33333333333333, 'Low Risk'),
(170500, 96, 13, '14:46.2', 36.70255118604808, 98.38849102, 116, 81, 33, 'Female', 81.60472974314605, 1.726066613519752, 0.08158607, 35, 27.390516782997786, 92.66666666666667, 'High Risk'),
(170501, 72, 15, '13:46.2', 37.26825262, 95.74706194218797, 115, 79, 31, 'Male', 97.96310915, 1.5052552492359648, 0.052997577518999354, 36, 43.23567658427537, 91, 'High Risk'),
(170502, 87, 16, '12:46.2', 36.96665185008559, 95.69606391631956, 125, 83, 83, 'Female', 69.09843598400413, 1.8169331240113158, 0.098446592, 42, 20.931017095577413, 97, 'Low Risk'),
(170503, 82, 17, '11:46.2', 37.24318505, 96.92812765141383, 126, 89, 53, 'Male', 87.96282185927552, 1.5008759626823611, 0.060898926294338275, 37, 39.04896692584582, 101.33333333333333, 'High Risk'),
(170504, 89, 16, '10:46.2', 36.62875530141378, 96.46497213300172, 112, 77, 72, 'Male', 84.99525850396392, 1.9973861924525087, 0.13327094732979777, 35, 21.304464006836604, 88.66666666666667, 'Low Risk'),
(170505, 93, 19, '09:46.2', 37.08498082804965, 97.42018704885787, 116, 78, 68, 'Male', 94.54287104008338, 1.728425814665819, 0.053577194975153966, 38, 31.646617547028246, 90.66666666666667, 'High Risk'),
(170506, 87, 18, '08:46.2', 36.42361344, 99.36040783127834, 111, 89, 41, 'Male', 94.03665434, 1.5751502142971532, 0.11754157900561968, 22, 37.90122230110775, 96.33333333333333, 'High Risk'),
(170507, 78, 19, '07:46.2', 37.23638864, 97.54632924475712, 121, 79, 41, 'Female', 99.76883278, 1.9294942861540503, 0.12122236317469667, 42, 26.79834029631854, 93, 'Low Risk'),
(170508, 75, 13, '06:46.2', 36.8501331, 95.19877984990046, 127, 76, 66, 'Male', 60.79443619707133, 1.6834289686389567, 0.050504978, 51, 21.452318814080616, 93, 'Low Risk'),
(170509, 73, 14, '05:46.2', 36.26680093702728, 96.26391569250346, 115, 79, 20, 'Male', 99.93736036948033, 1.5054731014833813, 0.078547981, 36, 44.09424122770241, 91, 'High Risk'),
(170510, 95, 15, '04:46.2', 36.446244060069475, 99.41647883342677, 133, 72, 30, 'Female', 83.90044815748769, 1.5196386839906912, 0.13570639924047972, 61, 36.33152267279191, 92.33333333333333, 'High Risk'),
(170511, 64, 18, '03:46.2', 36.997399380903424, 99.31122323837637, 115, 84, 41, 'Male', 93.70098400570625, 1.7574992762876018, 0.1386049331841287, 31, 30.335687508758795, 94.33333333333333, 'High Risk'),
(170512, 93, 14, '02:46.2', 36.519880092760296, 98.10767526810645, 131, 73, 55, 'Male', 74.66187406500086, 1.9026302985300962, 0.093611613, 58, 20.624815393544868, 92.33333333333333, 'High Risk'),
(170513, 78, 17, '01:46.2', 37.110273361930616, 95.26726044104713, 112, 71, 38, 'Female', 60.976650637344754, 1.7737129954055846, 0.10269237983438217, 41, 19.381923253220148, 84.66666666666667, 'Low Risk'),
(170514, 80, 19, '00:46.2', 37.388823409904376, 96.16974480013833, 128, 88, 79, 'Male', 85.10028238486865, 1.5621458519028664, 0.12580349796912288, 40, 34.87288208, 101.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(170516, 75, 15, '58:46.2', 36.68328056441556, 95.98794378, 136, 82, 87, 'Female', 75.40447670909971, 1.580782887546444, 0.08512449, 54, 30.175375184196913, 100, 'High Risk'),
(170517, 76, 18, '57:46.2', 36.435231359995775, 99.79480578748235, 118, 84, 44, 'Female', 66.50584386363536, 1.8174653703016095, 0.11790771763204301, 34, 20.133882007304187, 95.33333333333333, 'Low Risk'),
(170518, 84, 13, '56:46.2', 36.949595492473534, 97.29351071249872, 134, 86, 46, 'Female', 94.20697538229156, 1.674569776007539, 0.12992855517260468, 48, 33.595148383790814, 102, 'High Risk'),
(170519, 96, 14, '55:46.2', 36.81240435188755, 98.68548412838197, 110, 80, 80, 'Male', 80.86209296, 1.9214185772328647, 0.11320995637494265, 30, 21.902869081226854, 90, 'High Risk'),
(170520, 93, 12, '54:46.2', 36.57674642464305, 98.34439342969428, 126, 88, 73, 'Female', 55.30218900817347, 1.7213439203381053, 0.10097939953280899, 38, 18.66409869046345, 100.66666666666667, 'High Risk'),
(170521, 94, 13, '53:46.2', 37.11736657943322, 99.58536715134913, 137, 81, 31, 'Female', 83.32635792800666, 1.5008630510163814, 0.060898278, 56, 36.99135737288848, 99.66666666666666, 'High Risk'),
(170522, 93, 15, '52:46.2', 36.091410959044325, 96.06488282096787, 111, 76, 66, 'Male', 92.86625788163899, 1.8107733919899245, 0.087275515, 35, 28.322379466409974, 87.66666666666667, 'High Risk'),
(170523, 75, 15, '51:46.2', 36.93998391501837, 96.95069441064396, 123, 84, 26, 'Female', 74.75907168322446, 1.8556924192720543, 0.10821164777595992, 39, 21.709604551969708, 97, 'Low Risk'),
(170524, 80, 17, '50:46.2', 37.15209036469433, 96.81434729522877, 129, 71, 74, 'Male', 63.91674472981515, 1.8833579602127526, 0.12522331314690996, 58, 18.019755929356883, 90.33333333333333, 'High Risk'),
(170525, 86, 12, '49:46.2', 37.27889239966292, 97.71996945566785, 117, 74, 42, 'Female', 80.71711781308825, 1.7868840875512129, 0.068568811, 43, 25.27975631556848, 88.33333333333333, 'Low Risk'),
(170526, 84, 16, '48:46.2', 36.82007653315799, 97.18951583, 129, 85, 47, 'Male', 75.72314367523694, 1.8027998802834866, 0.10407923081424902, 44, 23.298802204730976, 99.66666666666667, 'Low Risk'),
(170527, 83, 13, '47:46.2', 36.12007685194383, 99.81670673659953, 116, 78, 50, 'Male', 75.70156124662923, 1.7386540778694664, 0.076254604, 38, 25.042545376427704, 90.66666666666667, 'Low Risk'),
(170528, 85, 19, '46:46.2', 37.144973896774154, 98.11059039618704, 135, 75, 69, 'Female', 89.52090098792169, 1.626412713160974, 0.1467099831384885, 60, 33.84253788429356, 95, 'High Risk'),
(170529, 79, 13, '45:46.2', 36.744218922693506, 96.93508755313545, 111, 75, 65, 'Female', 79.73310171948799, 1.7252002190819429, 0.058306842, 36, 26.789194153650502, 87, 'Low Risk'),
(170530, 90, 19, '44:46.2', 37.025227793333144, 96.80639309082173, 115, 71, 65, 'Female', 82.89731134802702, 1.6099747605957244, 0.085545815, 44, 31.981756303070476, 85.66666666666667, 'High Risk'),
(170531, 93, 17, '43:46.2', 36.12359269458917, 96.42514818706175, 139, 88, 38, 'Female', 73.15194609547531, 1.6159882314037661, 0.1290323659770607, 51, 28.012346971234077, 105, 'High Risk'),
(170532, 79, 15, '42:46.2', 36.902871601234615, 98.00725545, 121, 74, 79, 'Male', 85.73924325381705, 1.6266518361985318, 0.11213835105595052, 47, 32.403388703539676, 89.66666666666667, 'High Risk'),
(170533, 87, 19, '41:46.2', 37.441382028516294, 99.94740540411489, 134, 88, 47, 'Male', 70.11733814439827, 1.5433258258321334, 0.098519039, 46, 29.43812691447034, 103.33333333333333, 'Low Risk'),
(170534, 85, 16, '40:46.2', 36.852574609255534, 98.39873581044777, 117, 86, 58, 'Male', 57.544461146197115, 1.662088614263058, 0.085728846, 31, 20.830283401205662, 96.33333333333333, 'Low Risk'),
(170535, 61, 12, '39:46.2', 36.11996930633108, 95.06186134, 133, 80, 39, 'Male', 64.58730569230951, 1.9562524174108857, 0.11660046660703646, 53, 16.877082947752655, 97.66666666666666, 'High Risk'),
(170536, 97, 16, '38:46.2', 36.06030850286337, 95.94383423, 136, 85, 68, 'Female', 94.81677554, 1.8239280411887837, 0.094689758, 51, 28.50163548927861, 102, 'High Risk'),
(170537, 85, 14, '37:46.2', 36.64664011133097, 99.44743228863383, 110, 72, 46, 'Male', 54.01335485545859, 1.9024636303529967, 0.14910774267718602, 38, 14.92342223086128, 84.66666666666667, 'High Risk'),
(170538, 78, 14, '36:46.2', 37.28055153311209, 97.16261973540568, 122, 75, 27, 'Male', 90.21507274, 1.6344484799233987, 0.11390747998812717, 47, 33.77043326082331, 90.66666666666667, 'High Risk'),
(170539, 94, 13, '35:46.2', 36.368342405692836, 95.63232634301866, 119, 73, 49, 'Male', 97.11059218231931, 1.6413413615170813, 0.055846429, 46, 36.04697081386153, 88.33333333333333, 'High Risk'),
(170540, 97, 13, '34:46.2', 37.14488322367376, 97.77281417989238, 110, 86, 56, 'Female', 81.74632776102155, 1.941291719, 0.05615934, 24, 21.69135332, 94, 'High Risk'),
(170541, 62, 17, '33:46.2', 36.285595145768866, 98.40253984, 126, 85, 84, 'Male', 72.86245661679521, 1.633329614378267, 0.054361311273863344, 41, 27.312165588739063, 98.66666666666667, 'Low Risk'),
(170542, 86, 17, '32:46.2', 36.737894139352605, 97.36790771575423, 139, 75, 51, 'Female', 88.18553574587568, 1.6511958372282411, 0.11118107421686763, 64, 32.34448105, 96.33333333333333, 'High Risk'),
(170543, 60, 16, '31:46.2', 36.94964373521147, 98.52951070994307, 117, 88, 87, 'Female', 83.53997515377077, 1.5719816649446199, 0.14031874929870589, 29, 33.80643607615349, 97.66666666666667, 'High Risk'),
(170544, 65, 13, '30:46.2', 36.515896514138646, 96.49981077104069, 138, 70, 44, 'Male', 96.68542664525089, 1.871242491675311, 0.11689565788049411, 68, 27.612191485147893, 92.66666666666666, 'Low Risk'),
(170545, 65, 18, '29:46.2', 37.029619900697455, 98.04832746761636, 129, 88, 63, 'Female', 74.46302157, 1.8177062762642133, 0.10883064289688582, 41, 22.53685142215172, 101.66666666666667, 'Low Risk'),
(170546, 83, 14, '28:46.2', 36.005853046432556, 98.74952362435414, 132, 77, 33, 'Male', 68.75714605283773, 1.9413552985358355, 0.11940312558177475, 55, 18.243484460517806, 95.33333333333333, 'High Risk'),
(170547, 74, 15, '27:46.2', 37.19882313, 96.55202738476474, 125, 80, 54, 'Female', 54.77612021344664, 1.7776851772419833, 0.074270735, 45, 17.333312447530364, 95, 'High Risk'),
(170548, 79, 19, '26:46.2', 36.54902622578048, 97.24773955776276, 126, 88, 43, 'Male', 98.10004621, 1.543110658758623, 0.096168741, 38, 41.197899118249104, 100.66666666666667, 'High Risk'),
(170549, 98, 18, '25:46.2', 37.32720991795183, 97.20006066374783, 112, 84, 58, 'Male', 75.42427198354221, 1.8375152271827004, 0.064281184, 28, 22.33825444789338, 93.33333333333333, 'High Risk'),
(170550, 83, 17, '24:46.2', 37.16319541934245, 98.36879712274308, 120, 78, 44, 'Female', 93.90619002426534, 1.6461990457202327, 0.08165992, 42, 34.652097639948316, 92, 'High Risk'),
(170551, 75, 14, '23:46.2', 37.21215751825384, 95.39926057420526, 117, 88, 37, 'Female', 76.17856299552102, 1.5881989894963842, 0.1146491162997406, 29, 30.201112792985594, 97.66666666666667, 'High Risk'),
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(170727, 66, 19, '27:46.2', 36.31829205508308, 95.16421762016827, 115, 74, 68, 'Male', 67.63658113, 1.7076076757925713, 0.14085371925817808, 41, 23.195591421032216, 87.66666666666667, 'Low Risk'),
(170728, 94, 19, '26:46.2', 36.18195271024651, 95.10784746, 134, 78, 25, 'Female', 53.490396991326875, 1.9609248971719924, 0.053513251, 56, 13.910857436926875, 96.66666666666666, 'High Risk'),
(170729, 67, 17, '25:46.2', 37.25703408703963, 96.40887662289536, 114, 86, 52, 'Male', 85.06528035692402, 1.8239813670904574, 0.11678564383742414, 28, 25.56887045086748, 95.33333333333333, 'Low Risk'),
(170730, 60, 15, '24:46.2', 36.02399656327533, 95.05312548, 139, 79, 43, 'Male', 75.86154998412724, 1.5632535135296362, 0.13915471110264463, 60, 31.042942818945072, 99, 'High Risk'),
(170731, 82, 16, '23:46.2', 36.04912095130445, 97.61451245, 119, 82, 57, 'Female', 93.26026643226486, 1.6921047400955338, 0.14422729671501672, 37, 32.571830621206274, 94.33333333333333, 'High Risk'),
(170732, 73, 15, '22:46.2', 37.18192189151531, 97.89108251687645, 119, 77, 78, 'Male', 53.124135298771144, 1.558611792, 0.071049027, 42, 21.86834711953342, 91, 'Low Risk'),
(170733, 81, 15, '21:46.2', 36.80478913, 96.51996381827905, 111, 75, 33, 'Male', 53.96266689, 1.7542229895747268, 0.058720159, 36, 17.535728317066248, 87, 'High Risk'),
(170734, 95, 18, '20:46.2', 37.070240019819884, 96.49422430342972, 128, 78, 72, 'Male', 55.57944938317873, 1.5271651475751846, 0.11377973527741421, 50, 23.83099807673851, 94.66666666666666, 'High Risk'),
(170735, 91, 19, '19:46.2', 37.47214031293511, 97.95944839694538, 110, 73, 40, 'Female', 66.17242784155692, 1.768564239540209, 0.053745294, 37, 21.156089246629197, 85.33333333333333, 'High Risk'),
(170736, 62, 13, '18:46.2', 36.02406009240604, 99.32468908669604, 111, 87, 64, 'Male', 69.77767868138781, 1.8318080583816279, 0.098296423, 24, 20.79488807101375, 95, 'Low Risk'),
(170737, 89, 14, '17:46.2', 37.17671566048449, 96.81782534676091, 114, 74, 45, 'Male', 92.75286471812603, 1.6770580897275837, 0.141198185, 40, 32.97851684679865, 87.33333333333333, 'High Risk'),
(170738, 98, 14, '16:46.2', 36.38788727168657, 96.80737789311495, 112, 88, 28, 'Male', 62.63889993, 1.6495471626864593, 0.097124657, 24, 23.020494468877768, 96, 'High Risk'),
(170739, 78, 14, '15:46.2', 36.617123454826086, 98.89615226672564, 112, 70, 39, 'Male', 66.76942353067469, 1.862727308619519, 0.086964236, 42, 19.24327842, 84, 'Low Risk'),
(170740, 67, 17, '14:46.2', 36.30109640344369, 95.67861145193109, 114, 77, 84, 'Male', 88.41178804523759, 1.9359451256752198, 0.13580909491239285, 37, 23.589790703573062, 89.33333333333333, 'Low Risk'),
(170741, 96, 12, '13:46.2', 36.93618886828628, 99.08045019, 115, 72, 42, 'Male', 52.57063860630353, 1.7725233772744748, 0.1499562779210083, 43, 16.732441270374594, 86.33333333333333, 'High Risk'),
(170742, 67, 17, '12:46.2', 37.34472735851282, 98.21305990209255, 121, 88, 85, 'Female', 91.03780850814223, 1.7518816299475308, 0.10530857092288973, 33, 29.662809136666514, 99, 'Low Risk'),
(170743, 85, 14, '11:46.2', 36.811531901887776, 97.91597389, 125, 71, 32, 'Female', 94.76836028929178, 1.6538493347084229, 0.071812097, 54, 34.64746626739148, 89, 'High Risk'),
(170744, 98, 15, '10:46.2', 36.70259040575241, 99.91286684100275, 129, 87, 44, 'Female', 50.711648580132504, 1.754096524696283, 0.082218413, 42, 16.481652491560972, 101, 'High Risk'),
(170745, 74, 12, '09:46.2', 37.20778567351396, 96.95830843, 137, 71, 34, 'Female', 99.47920443643807, 1.7552122003512274, 0.14354993540490665, 66, 32.290371787025194, 93, 'High Risk'),
(170746, 89, 18, '08:46.2', 36.65806194392279, 96.53814721818573, 127, 71, 45, 'Female', 78.83243474860224, 1.571477926705465, 0.14869646481340798, 56, 31.92187330483722, 89.66666666666666, 'High Risk'),
(170747, 96, 17, '07:46.2', 36.64027288506578, 98.00164199876849, 120, 75, 41, 'Male', 76.86571241944858, 1.8756162771389038, 0.14500028040529073, 45, 21.849659363600352, 90, 'High Risk'),
(170748, 76, 13, '06:46.2', 37.43838440133288, 95.60747411525284, 131, 75, 82, 'Female', 82.90065062499033, 1.6214337370830232, 0.10905042409717035, 56, 31.53258163698924, 93.66666666666666, 'High Risk'),
(170749, 88, 16, '05:46.2', 36.68412265, 98.38291396330845, 118, 81, 86, 'Female', 62.39746354899891, 1.9761982339415807, 0.11885247247545279, 37, 15.977393167197468, 93.33333333333333, 'High Risk'),
(170750, 61, 15, '04:46.2', 37.27798644461227, 99.7659236, 138, 88, 86, 'Female', 51.25019900431382, 1.5850222059960837, 0.1018682895981639, 50, 20.399750418242252, 104.66666666666666, 'Low Risk'),
(170751, 79, 12, '03:46.2', 37.129413507147746, 96.25396967350378, 122, 75, 54, 'Male', 58.95571215473696, 1.744209295098318, 0.051732043567639635, 47, 19.378881035724344, 90.66666666666667, 'Low Risk'),
(170752, 72, 12, '02:46.2', 36.69115566076122, 97.77882882, 122, 72, 43, 'Female', 75.88070695, 1.8885558899359298, 0.11887644212440247, 50, 21.275103651316442, 88.66666666666666, 'Low Risk'),
(170753, 94, 14, '01:46.2', 36.344363562584704, 95.42275420444778, 113, 70, 41, 'Male', 55.66801500613387, 1.7669107781416382, 0.066056912, 43, 17.83103267120592, 84.33333333333333, 'High Risk'),
(170754, 63, 12, '00:46.2', 36.07457957076258, 95.01367157271535, 138, 88, 65, 'Female', 79.47407238619653, 1.8312432057305514, 0.12756668560225445, 50, 23.699185199213087, 104.66666666666666, 'Low Risk'),
(170755, 78, 18, '59:46.2', 36.583932592214836, 98.89209245276008, 119, 73, 31, 'Male', 62.97675974, 1.5597408325820827, 0.095445662, 46, 25.886624746109984, 88.33333333333333, 'Low Risk'),
(170756, 96, 12, '58:46.2', 37.055405307352004, 97.89513089896448, 119, 83, 70, 'Male', 90.88633961611978, 1.9218972608864016, 0.10543054479824668, 36, 24.605844621227924, 95, 'High Risk'),
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(170759, 94, 17, '55:46.2', 36.885125326096365, 95.05067654, 113, 88, 18, 'Male', 64.5487972, 1.7483737826280956, 0.11077201837371906, 25, 21.116385557363117, 96.33333333333333, 'High Risk'),
(170760, 97, 12, '54:46.2', 37.347702652082525, 99.62255656397821, 123, 81, 23, 'Female', 63.731051975921424, 1.9488475393924032, 0.1317402546794293, 42, 16.780131389021328, 95, 'High Risk'),
(170761, 98, 16, '53:46.2', 37.48777307912508, 97.79577696485754, 132, 73, 61, 'Male', 87.93124897, 1.7741781135380772, 0.079364497, 59, 27.935008445772915, 92.66666666666666, 'High Risk'),
(170762, 93, 14, '52:46.2', 36.979512756139336, 97.45087182571514, 132, 89, 18, 'Female', 89.28802686188737, 1.9860321127696092, 0.091828788, 43, 22.63709497033021, 103.33333333333333, 'High Risk'),
(170763, 78, 19, '51:46.2', 36.573490687375546, 97.00950808320533, 112, 87, 29, 'Male', 96.06870155233194, 1.5082305125638444, 0.12676365271638823, 25, 42.232469359727894, 95.33333333333333, 'High Risk'),
(170764, 89, 17, '50:46.2', 37.31796620580468, 99.48592955516878, 129, 81, 78, 'Male', 98.83146787262153, 1.526853311997408, 0.1159847861608587, 48, 42.39363093994119, 97, 'High Risk'),
(170765, 67, 13, '49:46.2', 37.07634627703411, 95.72018276749336, 115, 89, 85, 'Female', 81.10311361319955, 1.556401012, 0.1452129446264979, 26, 33.48069913561237, 97.66666666666667, 'High Risk'),
(170766, 82, 15, '48:46.2', 36.229280625660245, 97.72615415361814, 116, 85, 67, 'Female', 96.90418215023251, 1.8137861786373508, 0.092533848, 31, 29.45576756783471, 95.33333333333333, 'Low Risk'),
(170767, 78, 14, '47:46.2', 36.41041627198138, 95.51959104166059, 129, 78, 48, 'Female', 83.30391911824017, 1.9210479060144359, 0.062924365, 51, 22.572987617147078, 95, 'Low Risk'),
(170768, 79, 14, '46:46.2', 37.17988289435387, 98.30604164074411, 137, 78, 64, 'Female', 76.88389795284712, 1.8732854447358593, 0.1154832673673401, 59, 21.909248244523162, 97.66666666666666, 'Low Risk'),
(170769, 84, 14, '45:46.2', 36.820201616832925, 96.06719510558624, 137, 86, 57, 'Female', 72.31024011, 1.9557640876800382, 0.071104015, 51, 18.90457286184522, 103, 'Low Risk'),
(170770, 99, 17, '44:46.2', 36.017985929139606, 97.73390598514055, 136, 75, 88, 'Male', 80.77815659395033, 1.7307769129190596, 0.055031787, 61, 26.965703266535527, 95.33333333333333, 'High Risk'),
(170771, 79, 14, '43:46.2', 36.46973969475029, 97.16206776240584, 121, 89, 51, 'Male', 76.16377432769345, 1.9589455902577233, 0.13077546472094964, 32, 19.847404014646013, 99.66666666666667, 'Low Risk'),
(170772, 71, 14, '42:46.2', 36.812999246375824, 97.63280217, 126, 89, 38, 'Female', 66.29670560413518, 1.9405411374796904, 0.078120379, 37, 17.605413934892756, 101.33333333333333, 'High Risk'),
(170773, 64, 17, '41:46.2', 36.59111226, 95.55019339382196, 123, 73, 36, 'Female', 88.54035710387545, 1.824662671020419, 0.079134637, 50, 26.593536465429207, 89.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(170775, 69, 19, '39:46.2', 36.04294769863482, 98.20416350237217, 124, 76, 83, 'Female', 93.23173019, 1.5525575937627354, 0.12259217186423856, 48, 38.67838254014553, 92, 'High Risk'),
(170776, 96, 17, '38:46.2', 36.06896931818398, 99.88623896, 111, 75, 67, 'Male', 50.02101521938762, 1.8926209482496927, 0.09074487, 36, 13.964494406986194, 87, 'High Risk'),
(170777, 62, 19, '37:46.2', 37.37636577600029, 95.53257184187645, 138, 78, 22, 'Female', 53.606129095838234, 1.6713852946836205, 0.13691753560712266, 60, 19.189395517528844, 98, 'Low Risk'),
(170778, 75, 12, '36:46.2', 37.05731520057884, 97.76784312717109, 137, 87, 81, 'Female', 86.69490641396622, 1.8351463585344276, 0.070640383, 50, 25.74258583775996, 103.66666666666666, 'Low Risk'),
(170779, 78, 12, '35:46.2', 36.23958923079957, 95.80157804, 118, 83, 63, 'Female', 64.60165411840077, 1.8950975930244858, 0.075604424, 35, 17.987900564951783, 94.66666666666667, 'High Risk'),
(170780, 94, 13, '34:46.2', 36.751430796768474, 95.32981433541791, 112, 79, 76, 'Female', 67.17077690957296, 1.9467205655206181, 0.11954211978162367, 33, 17.724465103007837, 90, 'High Risk'),
(170781, 70, 15, '33:46.2', 36.77806885386763, 98.12671828606102, 128, 72, 83, 'Male', 95.18535128766673, 1.8659795558978287, 0.087351503, 56, 27.33734632040023, 90.66666666666666, 'Low Risk'),
(170782, 68, 13, '32:46.2', 36.310624288690796, 99.55282967936144, 136, 74, 66, 'Male', 75.02567508858203, 1.9371139356136664, 0.087575282, 62, 19.993995085826956, 94.66666666666666, 'Low Risk'),
(170783, 88, 16, '31:46.2', 36.823816070570345, 96.92088381295397, 118, 82, 25, 'Female', 93.04301758717423, 1.8539256812750018, 0.097445852, 36, 27.070678811130037, 94, 'Low Risk'),
(170784, 97, 16, '30:46.2', 36.01250893152648, 98.20012487709866, 114, 74, 41, 'Male', 90.56118784374355, 1.7678206477764153, 0.12593824871399523, 40, 28.97781971714378, 87.33333333333333, 'High Risk'),
(170785, 77, 17, '29:46.2', 36.83928050808449, 96.01104639355538, 126, 82, 35, 'Male', 57.96679606, 1.7461942511934925, 0.054587056, 44, 19.010528407246078, 96.66666666666667, 'Low Risk'),
(170786, 68, 18, '28:46.2', 37.02700686146204, 99.28448243818869, 130, 79, 45, 'Male', 50.81133114053543, 1.8054843048649367, 0.091378396, 51, 15.587380524969232, 96, 'High Risk'),
(170787, 73, 14, '27:46.2', 37.450787510361664, 97.37267471245457, 125, 79, 47, 'Female', 50.57815840741492, 1.5115699982799038, 0.12129742925249086, 46, 22.136374086436636, 94.33333333333333, 'Low Risk'),
(170788, 69, 16, '26:46.2', 36.73760954725275, 95.73382369703079, 124, 79, 32, 'Female', 61.415206185301024, 1.5619948832918387, 0.066311918, 45, 25.171940725699056, 94, 'Low Risk'),
(170789, 86, 14, '25:46.2', 36.99075583083626, 99.5484044, 127, 79, 26, 'Male', 80.76769349708286, 1.5297536721022202, 0.068105417, 48, 34.51395051237504, 95, 'High Risk'),
(170790, 74, 16, '24:46.2', 36.024081284885824, 96.76829107513825, 138, 80, 74, 'Female', 87.27851160519428, 1.5283243148982997, 0.06128365, 58, 37.365972194214564, 99.33333333333333, 'High Risk'),
(170791, 74, 12, '23:46.2', 37.14429109926389, 99.51238522818802, 124, 89, 42, 'Male', 53.96816438752326, 1.6595133393232648, 0.10405302775826862, 35, 19.596393490641393, 100.66666666666667, 'Low Risk'),
(170792, 73, 14, '22:46.2', 37.382796480368086, 99.19001881669675, 110, 74, 31, 'Female', 68.95288373837221, 1.7959154870203806, 0.08928664, 36, 21.378667988139913, 86, 'Low Risk'),
(170793, 60, 19, '21:46.2', 36.807603745027876, 98.44314859098847, 122, 73, 46, 'Female', 60.315262826264124, 1.7573508004385068, 0.051934499, 49, 19.53036219914932, 89.33333333333333, 'Low Risk'),
(170794, 66, 16, '20:46.2', 37.156666548386994, 97.57401105468647, 118, 78, 53, 'Female', 70.66557603589334, 1.957369413, 0.096224876, 40, 18.444305571906366, 91.33333333333333, 'High Risk'),
(170795, 76, 12, '19:46.2', 37.467904385898734, 95.71812811, 110, 76, 80, 'Male', 66.18038731112748, 1.8754963351061118, 0.090387726, 34, 18.81468123751153, 87.33333333333333, 'Low Risk'),
(170796, 88, 19, '18:46.2', 36.97036431283284, 98.85960272466022, 132, 75, 39, 'Male', 56.52739036726008, 1.896220793691338, 0.11080522490495713, 57, 15.721034726007332, 94, 'High Risk'),
(170797, 73, 12, '17:46.2', 37.42167335, 98.06271568667584, 125, 87, 29, 'Female', 65.33217315037878, 1.8018658673275982, 0.091587044, 38, 20.12251164239496, 99.66666666666667, 'Low Risk'),
(170798, 67, 17, '16:46.2', 36.04069662541442, 97.6542846, 129, 78, 29, 'Male', 69.64065113568844, 1.832557092767054, 0.12337469235822984, 51, 20.737089182484528, 95, 'Low Risk'),
(170799, 82, 17, '15:46.2', 37.148717579187654, 95.83573141, 118, 76, 54, 'Male', 50.29261137259749, 1.7321769883916256, 0.06271268, 42, 16.76176149542407, 90, 'High Risk'),
(170800, 87, 18, '14:46.2', 37.32078316172964, 96.95362127463774, 119, 83, 37, 'Female', 68.89610308903715, 1.838560506760121, 0.11150099256513946, 36, 20.381624867885282, 95, 'Low Risk'),
(170801, 84, 14, '13:46.2', 36.31056085293923, 96.25678036858285, 114, 70, 40, 'Male', 94.33460670456557, 1.8875592363934144, 0.059861286, 44, 26.47706634040757, 84.66666666666667, 'Low Risk'),
(170802, 78, 13, '12:46.2', 36.38852099, 95.34632342104045, 135, 80, 24, 'Female', 78.35595181, 1.835273818576351, 0.10846724958736519, 55, 23.26324272918189, 98.33333333333333, 'Low Risk'),
(170803, 92, 14, '11:46.2', 37.35553551289186, 99.29969629, 120, 78, 86, 'Female', 58.89489076017451, 1.9877938505308186, 0.14784044215664532, 42, 14.905101407597158, 92, 'High Risk'),
(170804, 83, 12, '10:46.2', 37.202654147901654, 96.02751556, 124, 82, 87, 'Female', 76.14619637841115, 1.8791457278188948, 0.13966202003697298, 42, 21.563899177460936, 96, 'Low Risk'),
(170805, 85, 16, '09:46.2', 36.93020874113932, 95.56417375528572, 124, 81, 27, 'Male', 82.22463150968139, 1.8520294837370663, 0.072311639, 43, 23.972103460933898, 95.33333333333333, 'Low Risk'),
(170806, 70, 12, '08:46.2', 36.39243045156703, 97.31310359377864, 136, 77, 39, 'Male', 99.27753822155256, 1.6841929113250618, 0.11179770274220374, 59, 34.99994236995209, 96.66666666666666, 'High Risk'),
(170807, 68, 13, '07:46.2', 36.43367430850257, 99.58079773792474, 138, 86, 23, 'Female', 65.43495611127976, 1.8309812833440842, 0.060607608, 52, 19.518300754696327, 103.33333333333333, 'Low Risk'),
(170808, 70, 15, '06:46.2', 36.35989789611157, 99.71602780205271, 126, 74, 85, 'Male', 72.03853148733869, 1.7663831973271427, 0.1421514360891334, 52, 23.088461857866864, 91.33333333333333, 'Low Risk'),
(170809, 67, 15, '05:46.2', 37.43414698669821, 95.74571611678176, 124, 82, 25, 'Male', 90.87151060301844, 1.5803313190989798, 0.06591858, 42, 36.385760242510244, 96, 'High Risk'),
(170810, 92, 16, '04:46.2', 37.10987327593416, 99.87668573723553, 125, 72, 34, 'Male', 81.49279391788428, 1.9070090680618212, 0.054692801, 53, 22.40854668770151, 89.66666666666666, 'High Risk'),
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(170987, 98, 18, '07:46.2', 37.015742754587286, 97.74027718, 135, 89, 73, 'Female', 91.13538991272051, 1.5458630931052162, 0.082901046, 46, 38.13686580396628, 104.33333333333333, 'High Risk'),
(170988, 88, 12, '06:46.2', 36.72468780277796, 96.59894948025533, 116, 86, 57, 'Male', 66.63054926694826, 1.9330119508556531, 0.089010012, 30, 17.83217490593832, 96, 'High Risk'),
(170989, 63, 15, '05:46.2', 36.33413650364292, 98.44913963570531, 126, 81, 47, 'Male', 50.60032500482672, 1.5471285186987782, 0.05221547, 45, 21.139782901907846, 96, 'Low Risk'),
(170990, 79, 14, '04:46.2', 36.79025975477263, 95.46161413148664, 136, 79, 45, 'Female', 80.75653233129609, 1.5842357961431768, 0.059708431, 57, 32.17644192476304, 98, 'High Risk'),
(170991, 98, 16, '03:46.2', 36.06642858233104, 99.20938618050425, 133, 76, 27, 'Male', 64.24125554095681, 1.5700495146026108, 0.074948718, 57, 26.06077473970633, 95, 'High Risk'),
(170992, 90, 18, '02:46.2', 37.13915510379207, 96.59845626990318, 117, 77, 81, 'Male', 55.66659743483344, 1.719775216303592, 0.10861044562721536, 40, 18.82137311449901, 90.33333333333333, 'Low Risk'),
(170993, 83, 19, '01:46.2', 36.74804834029861, 98.45998241203313, 132, 72, 86, 'Male', 82.03862535773354, 1.846165819382912, 0.10440339417626693, 60, 24.07004835146428, 92, 'Low Risk'),
(170994, 90, 17, '00:46.2', 37.27834783918896, 97.53548429001523, 119, 77, 59, 'Female', 51.00698540150957, 1.617239457, 0.12326703452795017, 42, 19.502082951515206, 91, 'Low Risk'),
(170995, 75, 18, '59:46.2', 36.919459519741025, 96.57316223, 126, 85, 51, 'Male', 65.51025700904002, 1.7494400053832568, 0.060334077, 41, 21.404801078674698, 98.66666666666667, 'Low Risk'),
(170996, 87, 18, '58:46.2', 36.66308491216728, 97.98807146610872, 133, 72, 71, 'Female', 55.56788302702959, 1.5171929319146553, 0.076465578, 61, 24.140275943994798, 92.33333333333333, 'Low Risk'),
(170997, 96, 12, '57:46.2', 36.886037979021495, 97.15507001237349, 117, 72, 39, 'Female', 61.60407917191899, 1.5587379646021047, 0.12408383798496754, 45, 25.354978342523278, 87, 'High Risk'),
(170998, 98, 12, '56:46.2', 36.681291003628964, 96.71723238956749, 117, 81, 70, 'Male', 98.68013613466701, 1.8289496774497733, 0.076477088, 36, 29.500286068877767, 93, 'High Risk'),
(170999, 68, 17, '55:46.2', 36.27584730867057, 98.12505054985297, 133, 77, 56, 'Female', 53.508691840220564, 1.9303775062686732, 0.07774399, 56, 14.35951716178716, 95.66666666666666, 'High Risk'),
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(171002, 87, 15, '52:46.2', 37.38680380975945, 99.16275605858779, 133, 70, 86, 'Female', 60.118310360422065, 1.9576911300107243, 0.086162613, 63, 15.68622426923086, 91, 'High Risk'),
(171003, 62, 16, '51:46.2', 36.391608494404075, 97.89538208882787, 113, 74, 89, 'Female', 65.83612361639408, 1.597719713, 0.1416676833130821, 39, 25.79069613771344, 87, 'Low Risk'),
(171004, 64, 13, '50:46.2', 37.37760878970333, 98.90123920872423, 113, 74, 19, 'Male', 55.07283811272426, 1.6175938263745464, 0.14799308017624513, 39, 21.04740201756815, 87, 'Low Risk'),
(171005, 62, 15, '49:46.2', 36.54937755391524, 95.61012242, 123, 85, 45, 'Female', 97.02425592917024, 1.5411679844868287, 0.12003611006829694, 38, 40.84889976783771, 97.66666666666667, 'High Risk'),
(171006, 85, 17, '48:46.2', 36.452495239573295, 99.43569313498398, 136, 80, 61, 'Female', 54.78848875832317, 1.8839938904436688, 0.1166785559409438, 56, 15.435842592025251, 98.66666666666666, 'High Risk'),
(171007, 95, 17, '47:46.2', 36.249947545747254, 98.72092995095981, 138, 72, 81, 'Male', 66.89718167746298, 1.8619875711753857, 0.10305582017809498, 66, 19.29542133354992, 94, 'High Risk'),
(171008, 75, 13, '46:46.2', 36.94173183749734, 98.85357521002229, 117, 70, 64, 'Female', 65.18325773371129, 1.7189909533789485, 0.093201385, 47, 22.059155373625227, 85.66666666666667, 'Low Risk'),
(171009, 64, 19, '45:46.2', 36.458415907707625, 98.3213656, 139, 72, 61, 'Male', 67.62578794, 1.6367473775859311, 0.077298577, 67, 25.24346868743992, 94.33333333333333, 'Low Risk'),
(171010, 71, 19, '44:46.2', 36.380615377571296, 95.26674783587825, 125, 77, 22, 'Male', 80.90831392840104, 1.769042726820993, 0.074026262, 48, 25.853330982900903, 93, 'Low Risk'),
(171011, 99, 16, '43:46.2', 36.66737744921795, 99.62159557860171, 139, 74, 62, 'Female', 61.50627152329181, 1.8575289148418206, 0.12762889807266206, 65, 17.825767405065463, 95.66666666666666, 'High Risk'),
(171012, 88, 16, '42:46.2', 37.13599969280902, 98.07977775532383, 137, 76, 81, 'Male', 92.52532561079374, 1.8671765552295625, 0.10831588020962667, 61, 26.539323658131963, 96.33333333333333, 'Low Risk'),
(171013, 74, 19, '41:46.2', 36.75268697083437, 96.26246500553168, 133, 85, 28, 'Female', 74.02428549345044, 1.9000448747441594, 0.07876646, 48, 20.504373674175444, 101, 'Low Risk'),
(171014, 76, 14, '40:46.2', 36.17420976267903, 96.49209757, 134, 70, 63, 'Female', 55.38119838312716, 1.550884188971481, 0.14027499515914804, 64, 23.02521066, 91.33333333333333, 'Low Risk'),
(171015, 89, 13, '39:46.2', 36.03887131411199, 98.17464721474595, 127, 73, 19, 'Female', 74.81967870633153, 1.806338058356527, 0.097628675, 54, 22.930724378766474, 91, 'Low Risk'),
(171016, 79, 12, '38:46.2', 36.22381533052936, 95.16438284126566, 118, 78, 55, 'Male', 89.19677115512255, 1.7554211385560505, 0.059063455, 40, 28.94586191814844, 91.33333333333333, 'Low Risk'),
(171017, 64, 14, '37:46.2', 36.48204915182732, 97.31645874877533, 130, 89, 36, 'Male', 79.69116062973308, 1.666483688601647, 0.071037352, 41, 28.695118173476015, 102.66666666666667, 'Low Risk'),
(171018, 77, 14, '36:46.2', 36.13588455400136, 99.55908929275552, 129, 70, 36, 'Female', 98.39147272577904, 1.8528358758541863, 0.070206883, 59, 28.660486539134812, 89.66666666666666, 'Low Risk'),
(171019, 96, 18, '35:46.2', 36.03549032435914, 95.71866561213824, 123, 79, 71, 'Female', 53.56701418664787, 1.9329965076533342, 0.12228408353708232, 44, 14.33624125374803, 93.66666666666667, 'High Risk'),
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(171021, 86, 16, '33:46.2', 36.54605149025122, 99.31257275443916, 129, 85, 85, 'Female', 60.444205069021464, 1.6715017545481368, 0.074300104, 44, 21.63420779392592, 99.66666666666667, 'Low Risk'),
(171022, 99, 16, '32:46.2', 36.81336297936269, 95.43305646577791, 128, 87, 40, 'Male', 86.94342652160059, 1.7871216537718315, 0.11135889633877574, 41, 27.222532071362316, 100.66666666666667, 'High Risk'),
(171023, 91, 19, '31:46.2', 37.07773834288567, 96.56837961209202, 117, 80, 41, 'Female', 96.38783496, 1.6416449098670198, 0.053389357, 37, 35.765456821364744, 92.33333333333333, 'High Risk'),
(171024, 86, 18, '30:46.2', 36.84154973224274, 98.72259665550308, 129, 77, 57, 'Female', 93.57146705184418, 1.962044217881194, 0.064071096, 52, 24.30669196037704, 94.33333333333333, 'Low Risk'),
(171025, 88, 14, '29:46.2', 37.20642198726614, 98.7309367, 134, 75, 50, 'Female', 71.46122245, 1.9306520070071007, 0.084762217, 59, 19.171780123913706, 94.66666666666666, 'Low Risk'),
(171026, 80, 18, '28:46.2', 37.03927110644339, 99.51776534452857, 118, 89, 40, 'Male', 60.69452477, 1.650933061, 0.10759277156464159, 29, 22.268480617334436, 98.66666666666667, 'Low Risk'),
(171027, 98, 16, '27:46.2', 36.83334279052638, 99.92995249, 126, 70, 38, 'Female', 62.90604391, 1.500761035422474, 0.078735944, 56, 27.929893696679237, 88.66666666666666, 'High Risk'),
(171028, 73, 19, '26:46.2', 36.864941183599306, 97.19080791403084, 115, 88, 86, 'Female', 89.26008607454852, 1.7194477866415765, 0.14102067921333994, 27, 30.191126403816757, 97, 'High Risk'),
(171029, 69, 19, '25:46.2', 36.492172173751406, 97.32401256214995, 131, 71, 22, 'Male', 90.22518329275482, 1.698681004838437, 0.13636413760421345, 60, 31.268288632048204, 91, 'High Risk'),
(171030, 61, 15, '24:46.2', 36.14030715700057, 98.51099838424582, 125, 72, 36, 'Female', 97.61430016969024, 1.577276979191719, 0.11775693617626837, 53, 39.23715549572446, 89.66666666666666, 'High Risk'),
(171031, 80, 13, '23:46.2', 36.29001787, 97.21275874490253, 112, 84, 60, 'Male', 87.18617157445313, 1.8500995620689062, 0.068614696, 28, 25.47166927019012, 93.33333333333333, 'Low Risk'),
(171032, 78, 19, '22:46.2', 36.69130762542964, 97.37613816467919, 139, 83, 45, 'Male', 62.53184752, 1.9563311335094666, 0.064520309, 56, 16.33866345725163, 101.66666666666666, 'High Risk'),
(171033, 85, 15, '21:46.2', 36.41413895500839, 98.83137354879943, 123, 78, 86, 'Female', 60.20699095326074, 1.583480211263076, 0.058322206, 45, 24.01162994925818, 93, 'Low Risk'),
(171034, 71, 13, '20:46.2', 36.28389059534735, 99.76832420018826, 137, 88, 68, 'Male', 98.20450578916892, 1.8045892064372528, 0.073329481, 49, 30.15606727554497, 104.33333333333333, 'High Risk'),
(171035, 95, 12, '19:46.2', 36.54588359679641, 99.06074310260703, 114, 82, 88, 'Male', 55.497718, 1.7791707694563383, 0.071860167, 32, 17.53233887, 92.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(171036, 77, 15, '18:46.2', 37.312005692300744, 97.56580733460173, 123, 73, 84, 'Female', 59.612561893881306, 1.7436048329881866, 0.090813283, 50, 19.608377442387983, 89.66666666666666, 'Low Risk'),
(171037, 96, 17, '17:46.2', 36.54995152329653, 97.79324941266681, 134, 87, 20, 'Male', 75.44522374471143, 1.7768007011156988, 0.096645369, 47, 23.897601619238586, 102.66666666666667, 'High Risk'),
(171038, 97, 16, '16:46.2', 37.04732662075955, 98.05572680728724, 125, 77, 56, 'Male', 74.54003973359244, 1.7831890871646374, 0.12670081302241698, 48, 23.44200879703352, 93, 'High Risk'),
(171039, 93, 14, '15:46.2', 36.51278052875491, 95.6960822, 116, 70, 72, 'Male', 69.03811031850003, 1.6808186130970801, 0.066218463, 46, 24.43696113357255, 85.33333333333333, 'High Risk'),
(171040, 79, 17, '14:46.2', 36.52939830589808, 99.37788597918161, 131, 73, 87, 'Female', 99.37200765854311, 1.7267935888682597, 0.080014661, 58, 33.32600146154164, 92.33333333333333, 'High Risk'),
(171041, 61, 19, '13:46.2', 36.489525767344254, 98.87301618580042, 129, 77, 29, 'Male', 82.87548691539604, 1.632559689890563, 0.1449945720316425, 52, 31.094813407554998, 94.33333333333333, 'High Risk'),
(171042, 82, 15, '12:46.2', 37.146408345743495, 98.35768494423615, 120, 70, 34, 'Male', 74.25025930164657, 1.8575545174006307, 0.14158500772466293, 50, 21.518640851442253, 86.66666666666666, 'Low Risk'),
(171043, 97, 19, '11:46.2', 37.29610283311878, 99.96684526673762, 132, 78, 62, 'Male', 74.84811969229958, 1.6680237914355218, 0.10797461103449324, 54, 26.901494830420912, 96, 'High Risk'),
(171044, 81, 14, '10:46.2', 36.441289788347376, 98.72578080023257, 134, 76, 64, 'Male', 91.22717409528059, 1.7781015325175906, 0.12058344617761327, 58, 28.85433765, 95.33333333333333, 'Low Risk'),
(171045, 76, 16, '09:46.2', 36.774463613400556, 99.46808903918668, 114, 74, 87, 'Male', 62.25666473, 1.9650454840318325, 0.065645108, 40, 16.122806288239826, 87.33333333333333, 'High Risk'),
(171046, 96, 19, '08:46.2', 36.994257543736595, 96.84896597782999, 139, 78, 39, 'Female', 64.56687312766954, 1.9561885263890868, 0.077540788, 61, 16.872845898906384, 98.33333333333333, 'High Risk'),
(171047, 99, 19, '07:46.2', 36.70085894343964, 96.92545781909078, 129, 71, 21, 'Female', 71.15886827153545, 1.8687560889991048, 0.051577199972484146, 58, 20.376227968754083, 90.33333333333333, 'High Risk'),
(171048, 81, 15, '06:46.2', 36.276017604373806, 97.73478081683209, 117, 74, 40, 'Female', 83.81654418394596, 1.9978819890589499, 0.081971901, 43, 20.998587734794913, 88.33333333333333, 'Low Risk'),
(171049, 63, 12, '05:46.2', 36.50918393893428, 97.22948239318892, 139, 88, 72, 'Female', 72.13458923108807, 1.9579218402090395, 0.1362338450334727, 51, 18.817107296789246, 105, 'Low Risk'),
(171050, 93, 14, '04:46.2', 36.71221184553385, 96.46049222400973, 137, 77, 78, 'Female', 61.04462733053667, 1.7020262939311448, 0.091019557, 60, 21.072444403035465, 97, 'High Risk'),
(171051, 79, 12, '03:46.2', 37.041892968666474, 95.02614276870472, 110, 78, 80, 'Female', 93.83107409235251, 1.7305676316467562, 0.1417765081023515, 32, 31.33065936, 88.66666666666667, 'High Risk'),
(171052, 74, 18, '02:46.2', 36.025718895496595, 95.54650674155718, 134, 74, 54, 'Female', 64.47746320327627, 1.9919708328696166, 0.052511072, 60, 16.249574457474626, 94, 'High Risk'),
(171053, 82, 17, '01:46.2', 36.214125512830734, 98.97703603803879, 121, 74, 44, 'Male', 60.23688919319518, 1.6314539111003423, 0.097805872, 47, 22.63147796362799, 89.66666666666667, 'Low Risk'),
(171054, 98, 12, '00:46.2', 36.03540839710146, 96.14692539378133, 137, 85, 20, 'Male', 54.06475257394468, 1.8656366663414348, 0.12246432634560135, 52, 15.533169545744089, 102.33333333333333, 'High Risk'),
(171055, 66, 15, '59:46.2', 36.290426225576944, 98.85993517352017, 116, 89, 67, 'Female', 60.99971061401535, 1.5673700538247863, 0.14317563481782034, 27, 24.830455410584147, 98, 'Low Risk'),
(171056, 82, 12, '58:46.2', 37.11372437590302, 97.91552933466967, 129, 83, 40, 'Female', 61.316810874858376, 1.6093307771710048, 0.1227758454835938, 46, 23.674942072267182, 98.33333333333333, 'Low Risk'),
(171057, 97, 17, '57:46.2', 37.14526686468444, 95.34170180959727, 135, 77, 64, 'Female', 68.89652949172377, 1.7701568502416833, 0.108172705, 58, 21.98739840116297, 96.33333333333333, 'High Risk'),
(171058, 64, 12, '56:46.2', 36.3354996, 98.39008516842861, 126, 79, 50, 'Male', 53.24681251617598, 1.7017762735743236, 0.076632398, 47, 18.386060559001354, 94.66666666666667, 'High Risk'),
(171059, 85, 16, '55:46.2', 36.45433945623171, 97.20431515095211, 124, 71, 89, 'Male', 68.12126545, 1.6042215765142678, 0.11740246881424983, 53, 26.470003612126916, 88.66666666666666, 'Low Risk'),
(171060, 73, 17, '54:46.2', 36.35134972904164, 97.51656224, 131, 70, 86, 'Female', 53.98757384665747, 1.8538974632583725, 0.12023281476973348, 61, 15.708054185793205, 90.33333333333333, 'High Risk'),
(171061, 73, 15, '53:46.2', 36.73894845493113, 99.22781681926996, 118, 86, 32, 'Female', 74.14122455321709, 1.6366704677543833, 0.054243851, 32, 27.67816300635221, 96.66666666666667, 'Low Risk'),
(171062, 96, 17, '52:46.2', 36.19753712007686, 96.11822732562501, 134, 88, 40, 'Female', 65.27922074, 1.7855264590076343, 0.066919127, 46, 20.475870822790206, 103.33333333333333, 'High Risk'),
(171063, 61, 14, '51:46.2', 37.37421166714393, 95.17595476750634, 116, 70, 40, 'Female', 89.23825054416815, 1.8123604741832162, 0.12312506788097856, 46, 27.168263673660125, 85.33333333333333, 'Low Risk'),
(171064, 97, 17, '50:46.2', 36.81904468688666, 96.89642690356962, 120, 82, 55, 'Male', 51.79884015247139, 1.590416464258982, 0.14354574941669768, 38, 20.478507875011765, 94.66666666666667, 'High Risk'),
(171065, 86, 18, '49:46.2', 36.33675869931129, 95.61363630344275, 110, 81, 70, 'Female', 94.72330183320331, 1.5878705094310543, 0.11398525628383833, 29, 37.56874282, 90.66666666666667, 'High Risk'),
(171066, 95, 18, '48:46.2', 36.42971763128144, 95.61759917, 127, 85, 31, 'Male', 56.282129206392725, 1.9858815711335993, 0.11251653950085523, 42, 14.271309595801373, 99, 'High Risk'),
(171067, 97, 15, '47:46.2', 36.00268011070103, 95.08977932746905, 121, 83, 88, 'Male', 64.61695639510076, 1.6352376081377367, 0.098377309, 38, 24.16488676810484, 95.66666666666667, 'High Risk'),
(171068, 73, 12, '46:46.2', 36.94009232559322, 96.75398788987184, 111, 85, 53, 'Female', 65.63516770868809, 1.7946289949199996, 0.136924581, 26, 20.37920504485967, 93.66666666666667, 'Low Risk'),
(171069, 66, 17, '45:46.2', 36.742409305551625, 95.52864367210596, 117, 85, 27, 'Male', 70.09456965875229, 1.9009274590375957, 0.076979168, 32, 19.39783609950011, 95.66666666666667, 'Low Risk'),
(171070, 85, 13, '44:46.2', 36.07577141843964, 95.91975268002793, 136, 75, 88, 'Male', 71.53112711413222, 1.7578370483691927, 0.066001959, 61, 23.149298837005414, 95.33333333333333, 'Low Risk'),
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(171246, 82, 16, '48:46.2', 36.661392430879786, 98.54262357222068, 122, 74, 75, 'Male', 65.69245722778469, 1.6740136899879807, 0.1029439918974546, 48, 23.44215301200894, 90, 'Low Risk'),
(171247, 86, 15, '47:46.2', 36.733926683241926, 97.47660189688479, 123, 70, 84, 'Male', 83.33823121071762, 1.5386295227457822, 0.10054947524386534, 53, 35.20271471314215, 87.66666666666666, 'High Risk'),
(171248, 89, 16, '46:46.2', 36.30663038831535, 95.95014440178538, 130, 73, 38, 'Female', 88.89363122274821, 1.5108600235370104, 0.07687946, 57, 38.942352779561006, 92, 'High Risk'),
(171249, 77, 19, '45:46.2', 36.320830495578655, 99.34027282588103, 116, 74, 25, 'Male', 73.20709149667354, 1.551693038253951, 0.11406951180432773, 42, 30.404756485350212, 88, 'High Risk'),
(171250, 81, 12, '44:46.2', 37.01244787263454, 96.87173489158133, 129, 74, 39, 'Female', 87.66624623216288, 1.616986614672854, 0.052636576, 55, 33.528919741887215, 92.33333333333333, 'High Risk'),
(171251, 67, 19, '43:46.2', 36.64286251964609, 97.83073935906599, 132, 87, 55, 'Male', 97.83850017516447, 1.7826094096143001, 0.11271239073842698, 45, 30.789128574711047, 102, 'High Risk'),
(171252, 85, 14, '42:46.2', 36.61584994627886, 95.05355828312518, 138, 79, 74, 'Female', 80.64203086129525, 1.7422754125716235, 0.097843942, 59, 26.566102305793745, 98.66666666666666, 'Low Risk'),
(171253, 88, 17, '41:46.2', 37.322114144489106, 97.84768168937461, 119, 84, 37, 'Male', 58.12622531, 1.5673805740630935, 0.11794204926228029, 35, 23.660460950131707, 95.66666666666667, 'Low Risk'),
(171254, 67, 14, '40:46.2', 36.259852368477105, 95.02354554260688, 121, 71, 55, 'Male', 74.59996889493391, 1.7848071804891128, 0.093239577, 50, 23.418336245116688, 87.66666666666666, 'Low Risk'),
(171255, 85, 18, '39:46.2', 36.047259337514745, 96.03689482296846, 127, 71, 55, 'Male', 89.04653720377084, 1.5886747530876781, 0.13468130631880215, 56, 35.281500551617256, 89.66666666666666, 'High Risk'),
(171256, 71, 14, '38:46.2', 36.56314779748519, 97.95841255570639, 125, 79, 79, 'Male', 73.93306314091205, 1.8513212700199704, 0.082840088, 46, 21.57124037, 94.33333333333333, 'Low Risk'),
(171257, 77, 13, '37:46.2', 36.93621392701514, 97.79078245789046, 132, 84, 36, 'Male', 66.79766162918663, 1.745211949721436, 0.098449926, 48, 21.931326653261053, 100, 'Low Risk'),
(171258, 99, 14, '36:46.2', 37.26445641519475, 97.34094572516963, 135, 89, 86, 'Female', 97.98281464343219, 1.547403696139278, 0.060259051706586145, 46, 40.92066200675106, 104.33333333333333, 'High Risk'),
(171259, 83, 13, '35:46.2', 37.132108006793715, 95.40379411383796, 122, 75, 60, 'Female', 55.626759550449826, 1.9161775535047851, 0.073336209, 47, 15.149987155840746, 90.66666666666667, 'High Risk'),
(171260, 63, 17, '34:46.2', 36.33320846, 97.12773439171282, 110, 75, 24, 'Male', 62.42794287755461, 1.7667239411181457, 0.071715439, 35, 20.00053605482514, 86.66666666666667, 'Low Risk'),
(171261, 69, 12, '33:46.2', 36.209237707999826, 99.58295067638991, 121, 80, 23, 'Female', 60.98781326408896, 1.7050676235649247, 0.071220921, 41, 20.977795431744447, 93.66666666666667, 'Low Risk'),
(171262, 64, 16, '32:46.2', 36.85715434658353, 98.76269233463702, 129, 82, 79, 'Female', 79.10398938754511, 1.9071163516900034, 0.14973386847737832, 47, 21.749236051061242, 97.66666666666667, 'Low Risk'),
(171263, 88, 17, '31:46.2', 36.05688080204954, 99.81108852239952, 122, 89, 39, 'Female', 57.73582542646693, 1.9520739763307897, 0.11189175536224952, 33, 15.151402503325865, 100, 'High Risk'),
(171264, 96, 16, '30:46.2', 36.44146319913548, 97.47849292231909, 113, 81, 35, 'Female', 66.01707061, 1.955584893499643, 0.12561164634045352, 32, 17.262468608172693, 91.66666666666667, 'High Risk'),
(171265, 92, 15, '29:46.2', 37.15284054393755, 96.73253917356892, 130, 75, 23, 'Male', 58.06326994565918, 1.8295844192281994, 0.061015877, 55, 17.345889842285807, 93.33333333333333, 'High Risk'),
(171266, 92, 16, '28:46.2', 36.77059533084859, 98.68040350916897, 138, 86, 51, 'Female', 97.15654827631792, 1.8536619689218525, 0.073405867, 52, 28.275545849883777, 103.33333333333333, 'High Risk'),
(171267, 93, 17, '27:46.2', 37.35743388278016, 96.85098381, 132, 88, 68, 'Female', 96.54775612, 1.759876848, 0.061008243393954845, 44, 31.17293032938577, 102.66666666666667, 'High Risk'),
(171268, 81, 12, '26:46.2', 36.11083783505851, 99.88658912, 123, 73, 87, 'Male', 88.91265811857662, 1.5338935715607476, 0.13836380078826144, 50, 37.789673471440295, 89.66666666666666, 'High Risk'),
(171269, 65, 18, '25:46.2', 36.36466586322657, 98.42260488149874, 135, 86, 74, 'Female', 99.85873894419103, 1.9740891466406802, 0.078938702, 49, 25.62433218281919, 102.33333333333333, 'Low Risk'),
(171270, 85, 17, '24:46.2', 36.18761792542197, 97.1286086, 112, 76, 75, 'Female', 61.461587800865445, 1.6073028423957407, 0.078055173, 36, 23.790761880205462, 88, 'Low Risk'),
(171271, 70, 16, '23:46.2', 36.39104676373473, 99.49919853672527, 139, 89, 25, 'Male', 79.45721616101754, 1.8610127898528304, 0.13875574003981384, 50, 22.94217718245319, 105.66666666666666, 'Low Risk'),
(171272, 75, 13, '22:46.2', 37.40056192552699, 95.46585536031574, 134, 80, 61, 'Male', 79.18976818650532, 1.6026940063704962, 0.10444188174310554, 54, 30.829596882099317, 98, 'High Risk'),
(171273, 71, 12, '21:46.2', 37.488841196805346, 98.31056134191486, 118, 72, 45, 'Male', 59.515917045462345, 1.8626634086468334, 0.14778126991760537, 46, 17.153958836603262, 87.33333333333333, 'High Risk'),
(171274, 84, 15, '20:46.2', 37.047829517561624, 98.04883313059325, 138, 85, 59, 'Female', 58.700829192078686, 1.5329578484938877, 0.057174664, 53, 24.979503930191232, 102.66666666666666, 'Low Risk'),
(171275, 92, 15, '19:46.2', 36.68461481094849, 96.80118788370898, 137, 84, 77, 'Male', 97.69253589209413, 1.941115476313199, 0.085756412, 53, 25.927380349093305, 101.66666666666666, 'High Risk'),
(171276, 77, 18, '18:46.2', 37.20678667314876, 97.94838216, 135, 88, 45, 'Male', 68.57021930870658, 1.6204682633858658, 0.074193646, 47, 26.112862308950106, 103.66666666666667, 'Low Risk'),
(171277, 81, 18, '17:46.2', 37.05632721976585, 96.96680021, 138, 83, 85, 'Male', 65.60968778810175, 1.7525170837372213, 0.1479492842951749, 55, 21.36207574761523, 101.33333333333333, 'Low Risk'),
(171278, 86, 19, '16:46.2', 36.65088286925382, 98.7632167, 116, 74, 49, 'Male', 74.29190824123826, 1.5967736907762498, 0.1132967783369407, 42, 29.137667086814513, 88, 'Low Risk'),
(171279, 66, 17, '15:46.2', 36.30440247238852, 95.67909778868469, 110, 74, 22, 'Female', 87.86534851915238, 1.7728235546882176, 0.061713369, 36, 27.956745265427298, 86, 'Low Risk'),
(171280, 81, 16, '14:46.2', 37.00746869362385, 95.30649223843227, 117, 87, 49, 'Female', 92.98428640883864, 1.7035880230057927, 0.10547952588614165, 30, 32.03910725156128, 97, 'High Risk'),
(171281, 86, 13, '13:46.2', 36.34644134821158, 96.86815846154578, 127, 71, 38, 'Female', 72.73472370870692, 1.967999087636179, 0.14702170306251167, 56, 18.77984519288217, 89.66666666666666, 'Low Risk'),
(171282, 82, 14, '12:46.2', 36.08051607714186, 95.51332316053815, 131, 82, 27, 'Male', 52.42244302, 1.541941632201941, 0.10239861006181805, 49, 22.048618714974552, 98.33333333333333, 'Low Risk'),
(171283, 93, 18, '11:46.2', 36.232648501764594, 99.05854806208134, 121, 79, 50, 'Female', 76.29302428070416, 1.7626309666624635, 0.10246722282460316, 42, 24.556249615794982, 93, 'High Risk'),
(171284, 97, 19, '10:46.2', 36.73415418, 95.35699411053257, 111, 72, 59, 'Male', 68.02363448, 1.6507602053107835, 0.097675199, 39, 24.96271685718261, 85, 'High Risk'),
(171285, 62, 18, '09:46.2', 37.41581047968043, 99.04940593628659, 115, 87, 22, 'Male', 77.23308024291231, 1.841709333336778, 0.14970792601792032, 28, 22.769902862265397, 96.33333333333333, 'Low Risk'),
(171286, 97, 13, '08:46.2', 37.25006715257202, 97.83309919110302, 115, 81, 33, 'Male', 52.519171258700894, 1.8002315993735098, 0.095593979, 34, 16.20545029931365, 92.33333333333333, 'High Risk'),
(171287, 71, 17, '07:46.2', 36.65236831645035, 96.81525494343578, 126, 73, 28, 'Female', 77.89813328903362, 1.9942009840358534, 0.1312602499973205, 53, 19.58795953345177, 90.66666666666666, 'Low Risk'),
(171288, 69, 16, '06:46.2', 36.54954079167655, 97.15180899973976, 110, 72, 33, 'Male', 88.97719919696792, 1.9418950274830689, 0.13458714334331962, 38, 23.595393892456336, 84.66666666666667, 'Low Risk'),
(171289, 66, 14, '05:46.2', 36.94885439181319, 96.72157814884764, 114, 76, 30, 'Male', 50.63208762682068, 1.9737346176249408, 0.09226896, 38, 12.997155579856742, 88.66666666666667, 'High Risk'),
(171290, 77, 13, '04:46.2', 37.43055354126318, 97.49694945726995, 114, 83, 63, 'Female', 84.34132871796706, 1.9514074465674482, 0.1493731408845568, 31, 22.148510387552708, 93.33333333333333, 'Low Risk'),
(171291, 75, 16, '03:46.2', 37.10079711, 95.67815224996878, 128, 89, 51, 'Female', 65.85714663196892, 1.9620174223328632, 0.12044623055870209, 39, 17.10791923, 102, 'High Risk'),
(171292, 76, 17, '02:46.2', 36.00558431186482, 97.75437084310151, 120, 85, 53, 'Male', 53.19354516434709, 1.6770521317546636, 0.08272819, 35, 18.913234595124305, 96.66666666666667, 'Low Risk'),
(171293, 65, 18, '01:46.2', 37.361437758379665, 97.96991602128226, 119, 81, 36, 'Female', 96.51943662822788, 1.8299975749325448, 0.051929353, 38, 28.821312203628185, 93.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(171294, 85, 14, '00:46.2', 37.043419543409925, 96.4437649, 113, 80, 61, 'Female', 59.20620803870575, 1.7462862071680936, 0.081978607, 33, 19.414955491107733, 91, 'Low Risk'),
(171295, 67, 13, '59:46.2', 36.65361995063537, 96.98059690260968, 113, 89, 63, 'Female', 61.08425532770615, 1.8996434042603842, 0.14461964310177938, 24, 16.92719961519306, 97, 'High Risk'),
(171296, 83, 12, '58:46.2', 36.453696433255196, 95.40900288501955, 131, 84, 83, 'Male', 57.733151856201616, 1.927421350652871, 0.12899244800803855, 47, 15.54074866569565, 99.66666666666667, 'High Risk'),
(171297, 77, 19, '57:46.2', 36.63124731748362, 95.13491451811687, 112, 70, 83, 'Female', 69.34958220096769, 1.9675433431912208, 0.07440471, 42, 17.91410982935648, 84, 'High Risk'),
(171298, 82, 15, '56:46.2', 36.80607252, 97.41438537125535, 125, 87, 83, 'Male', 76.83236813, 1.7710699895495787, 0.11527245526400687, 38, 24.494736452720336, 99.66666666666667, 'Low Risk'),
(171299, 95, 15, '55:46.2', 36.944519020906796, 97.03080629283457, 112, 78, 82, 'Male', 98.96331566061048, 1.8385606713772864, 0.14421985720651848, 34, 29.27644269917973, 89.33333333333333, 'High Risk'),
(171300, 87, 19, '54:46.2', 36.978139311250025, 95.72361280642389, 126, 80, 27, 'Female', 86.67380445282197, 1.938639245922434, 0.14676943394360778, 46, 23.061834922855216, 95.33333333333333, 'Low Risk'),
(171301, 70, 16, '53:46.2', 37.23657057244846, 96.21647422185693, 130, 73, 87, 'Male', 94.04799633189428, 1.8794975537500944, 0.058044716259994536, 57, 26.6235533, 92, 'Low Risk'),
(171302, 75, 19, '52:46.2', 36.45764769805479, 97.83919025019043, 111, 75, 87, 'Female', 87.53983281349419, 1.7538733911501938, 0.064883723, 36, 28.45831841741781, 87, 'Low Risk'),
(171303, 73, 12, '51:46.2', 36.27758384253613, 95.52059791034462, 136, 79, 55, 'Male', 82.10884750614106, 1.9309957959417365, 0.088484174, 57, 22.02050628407122, 98, 'Low Risk'),
(171304, 90, 13, '50:46.2', 36.19214771, 99.41497816806422, 127, 71, 86, 'Female', 81.80763330270624, 1.5680192272647029, 0.12485323259216526, 56, 33.27293113643593, 89.66666666666666, 'High Risk'),
(171305, 64, 13, '49:46.2', 36.00564748592009, 97.63863826771258, 114, 70, 35, 'Female', 95.87432576312149, 1.5852996310902103, 0.077651328, 44, 38.14868793547842, 84.66666666666667, 'High Risk'),
(171306, 99, 19, '48:46.2', 36.02970706086819, 98.54280212263983, 133, 77, 45, 'Male', 56.35133722238753, 1.967842793992749, 0.12408856246479584, 56, 14.552024752488599, 95.66666666666666, 'High Risk'),
(171307, 99, 18, '47:46.2', 36.36137446129735, 96.42236256373944, 135, 83, 45, 'Female', 53.110592617863574, 1.728821060657097, 0.1395492494596598, 52, 17.769739382870974, 100.33333333333333, 'High Risk'),
(171308, 98, 12, '46:46.2', 36.19344389869058, 96.32342259501526, 113, 76, 24, 'Female', 80.68831586705916, 1.7187084186801185, 0.073404586, 37, 27.31531683963319, 88.33333333333333, 'High Risk'),
(171309, 78, 17, '45:46.2', 37.151856132461596, 99.01168546449708, 132, 87, 83, 'Female', 93.43453226534987, 1.506023972920417, 0.058105085, 45, 41.19491829205169, 102, 'High Risk'),
(171310, 87, 17, '44:46.2', 37.45627763565207, 98.80013171953374, 135, 82, 68, 'Male', 67.85021680087193, 1.5360073075449123, 0.068501659, 53, 28.75839708475125, 99.66666666666666, 'Low Risk'),
(171311, 66, 15, '43:46.2', 36.044307247186204, 97.72069761, 134, 85, 75, 'Male', 95.06720186783254, 1.6442315717677605, 0.11631603867841107, 49, 35.16452418329398, 101.33333333333333, 'High Risk'),
(171312, 99, 17, '42:46.2', 36.83958152, 95.87993769417618, 138, 88, 32, 'Male', 86.03004683767975, 1.6512979799854604, 0.076316793, 50, 31.549992481096506, 104.66666666666666, 'High Risk'),
(171313, 61, 19, '41:46.2', 36.24073441496113, 99.42879821133766, 118, 74, 76, 'Female', 57.62988597, 1.998587484855903, 0.052589801, 44, 14.42784384270752, 88.66666666666667, 'High Risk'),
(171314, 62, 19, '40:46.2', 36.25608532957164, 96.96151864154366, 135, 79, 76, 'Male', 62.34458625, 1.7673882126096307, 0.065311221, 56, 19.95881895370242, 97.66666666666666, 'Low Risk'),
(171315, 99, 14, '39:46.2', 37.24986090823521, 99.39222416, 110, 84, 82, 'Female', 93.19410265121634, 1.7319204102072536, 0.071118087, 26, 31.069378821019182, 92.66666666666667, 'High Risk'),
(171316, 85, 12, '38:46.2', 37.18507616407104, 98.20670503506372, 132, 83, 26, 'Male', 94.90889414342814, 1.7941260068718101, 0.073493188, 49, 29.484993063943307, 99.33333333333333, 'Low Risk'),
(171317, 76, 17, '37:46.2', 36.98744748312841, 96.58804815356294, 116, 89, 62, 'Male', 98.25921374309524, 1.7315638883283253, 0.1004024811812983, 27, 32.77149429637035, 98, 'High Risk'),
(171318, 79, 18, '36:46.2', 36.81815260501521, 99.65447572715051, 115, 89, 50, 'Female', 75.25765173802878, 1.866056922491404, 0.091581572, 26, 21.612295062247735, 97.66666666666667, 'Low Risk'),
(171319, 98, 13, '35:46.2', 36.55090098960201, 98.57926085, 130, 87, 69, 'Female', 81.33907331441009, 1.7893818716374539, 0.10565092288862807, 43, 25.403476467500475, 101.33333333333333, 'High Risk'),
(171320, 95, 18, '34:46.2', 36.262790281892926, 96.68237410987317, 119, 70, 49, 'Female', 56.93983746511158, 1.5374549322356341, 0.065752266, 49, 24.08859306, 86.33333333333333, 'High Risk'),
(171321, 89, 19, '33:46.2', 37.23948396274157, 97.49387956055483, 110, 72, 28, 'Male', 91.10503959164745, 1.6721162669697371, 0.10103655759558935, 38, 32.58437966820529, 84.66666666666667, 'High Risk'),
(171322, 94, 19, '32:46.2', 36.55618979042336, 96.69446625718611, 115, 76, 86, 'Male', 62.130593223080616, 1.8036857304328748, 0.11523775252875822, 39, 19.09781849005245, 89, 'High Risk'),
(171323, 85, 19, '31:46.2', 37.11611347677565, 96.46500728, 137, 77, 71, 'Female', 54.33188738846418, 1.6051078308854578, 0.093426753, 60, 21.088532766098893, 97, 'Low Risk'),
(171324, 96, 17, '30:46.2', 37.21463215443914, 95.67070858, 117, 80, 86, 'Female', 81.14354801020345, 1.522191218406884, 0.13113274292411536, 37, 35.019953820596484, 92.33333333333333, 'High Risk'),
(171325, 61, 18, '29:46.2', 36.866423699422434, 97.20611405971182, 139, 81, 34, 'Male', 64.50626041398557, 1.999108533857835, 0.10714965053148223, 58, 16.140951007970955, 100.33333333333333, 'High Risk'),
(171326, 95, 18, '28:46.2', 36.55024604212195, 97.16602886723085, 128, 75, 52, 'Male', 83.11676211137463, 1.8675049288101373, 0.14220327339275773, 53, 23.832253137228886, 92.66666666666666, 'High Risk'),
(171327, 91, 14, '27:46.2', 36.70333181509625, 97.93519743181912, 124, 76, 19, 'Female', 63.974437725916076, 1.9824512594673585, 0.062225923, 48, 16.278014853100448, 92, 'High Risk'),
(171328, 75, 18, '26:46.2', 37.36199217366935, 97.81924035732686, 117, 82, 86, 'Female', 63.62109380572686, 1.6182860010196793, 0.13121193014499993, 35, 24.29352730487663, 93.66666666666667, 'Low Risk'),
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(171504, 98, 12, '30:46.2', 36.49577598443415, 95.22669948224414, 126, 87, 29, 'Male', 75.15376816686387, 1.9884637546011183, 0.090690008, 39, 19.007079991706323, 100, 'High Risk'),
(171505, 82, 17, '29:46.2', 37.253188803362015, 99.05120525049988, 139, 77, 54, 'Male', 73.31212126457795, 1.8018137218779149, 0.078216858, 62, 22.581667367068206, 97.66666666666666, 'Low Risk'),
(171506, 84, 12, '28:46.2', 36.17145992641503, 96.64475112495568, 126, 85, 82, 'Female', 70.19033778542308, 1.813247310833467, 0.10073307200714471, 41, 21.348297599833316, 98.66666666666667, 'Low Risk'),
(171507, 94, 17, '27:46.2', 37.08999352504853, 99.23673373866399, 112, 81, 59, 'Male', 60.593837328673345, 1.9715949622707645, 0.062750985, 31, 15.588095473442037, 91.33333333333333, 'High Risk'),
(171508, 62, 18, '26:46.2', 36.16239577239729, 96.14821537354146, 137, 88, 49, 'Female', 51.79981693982693, 1.798678761940121, 0.12572387544903585, 49, 16.011094157676904, 104.33333333333333, 'High Risk'),
(171509, 76, 17, '25:46.2', 37.433853772593345, 98.74409244000539, 121, 76, 69, 'Female', 73.26921025916542, 1.9948104333152383, 0.06729406, 45, 18.41273269787676, 91, 'High Risk'),
(171510, 80, 13, '24:46.2', 36.85685878263128, 97.59122785620394, 115, 84, 33, 'Female', 68.01929244627243, 1.6170398470795992, 0.11026849579395709, 31, 26.013013488846685, 94.33333333333333, 'Low Risk'),
(171511, 63, 13, '23:46.2', 37.064358178406685, 96.10668382803321, 130, 82, 62, 'Female', 96.78153451951403, 1.742572725, 0.090394752, 48, 31.872100021167462, 98, 'High Risk'),
(171512, 77, 14, '22:46.2', 36.10059098435541, 96.21329693244786, 139, 86, 72, 'Male', 81.69391108971745, 1.918349204547814, 0.077030961, 53, 22.199048278052505, 103.66666666666666, 'Low Risk'),
(171513, 95, 13, '21:46.2', 36.32314230637321, 97.44379783, 117, 87, 77, 'Male', 84.66611789413952, 1.6540465742625894, 0.10147731367968826, 30, 30.946688158844623, 97, 'High Risk'),
(171514, 84, 12, '20:46.2', 36.36071620242845, 96.55315677822676, 119, 89, 59, 'Female', 82.96394690506938, 1.9367783368189198, 0.07434672, 30, 22.117170569647868, 99, 'Low Risk'),
(171515, 82, 13, '19:46.2', 36.99920484308244, 98.57250365189832, 131, 89, 31, 'Female', 50.916108316706755, 1.5460079318882145, 0.10323684623065343, 42, 21.302558479016806, 103, 'Low Risk'),
(171516, 81, 14, '18:46.2', 37.026168857890724, 98.78355231515269, 113, 80, 49, 'Male', 83.76408254279733, 1.771295902589928, 0.14159032429759555, 33, 26.69780766822739, 91, 'Low Risk'),
(171517, 96, 12, '17:46.2', 36.36041262608244, 98.41817725322626, 123, 74, 50, 'Female', 88.72047249022019, 1.9131314666356392, 0.091820846, 49, 24.240089342776184, 90.33333333333333, 'High Risk'),
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(171519, 83, 15, '15:46.2', 36.45026524893887, 97.58559440981114, 121, 84, 76, 'Male', 61.05988855235057, 1.6762814129087469, 0.13237092666606393, 37, 21.73012118777538, 96.33333333333333, 'Low Risk'),
(171520, 88, 15, '14:46.2', 37.44324797027588, 96.90352251561995, 131, 89, 56, 'Male', 91.70524222364628, 1.7114215072395684, 0.14957977998025218, 42, 31.30979264902687, 103, 'High Risk'),
(171521, 61, 14, '13:46.2', 37.146211050048144, 97.07660583072428, 114, 76, 48, 'Female', 54.17701104431019, 1.7713616849205187, 0.056569477, 38, 17.266350322417267, 88.66666666666667, 'High Risk'),
(171522, 79, 15, '12:46.2', 37.27433714901717, 99.63520807365698, 133, 74, 33, 'Male', 62.97686977824279, 1.5012844999803003, 0.13467375310058238, 59, 27.941844346813973, 93.66666666666666, 'Low Risk'),
(171523, 72, 19, '11:46.2', 36.070433793517815, 97.99452520924464, 133, 72, 43, 'Female', 63.317495104768234, 1.5625306017879368, 0.090949869, 61, 25.933830149355032, 92.33333333333333, 'Low Risk'),
(171524, 73, 12, '10:46.2', 36.53669126878714, 98.88941285455182, 110, 85, 35, 'Male', 55.43873806123961, 1.6908507760634337, 0.071654873, 25, 19.39111462781931, 93.33333333333333, 'Low Risk'),
(171525, 67, 16, '09:46.2', 37.36804653808024, 97.37248542764942, 139, 78, 52, 'Male', 66.67146468248379, 1.856261818396721, 0.1416405822848223, 61, 19.349134016482193, 98.33333333333333, 'Low Risk'),
(171526, 84, 17, '08:46.2', 37.10779088774177, 98.85544421420944, 114, 81, 51, 'Male', 70.06752934261253, 1.909845329856876, 0.085338867, 33, 19.20969237046101, 92, 'Low Risk'),
(171527, 69, 19, '07:46.2', 36.91065147646588, 96.59828824414001, 113, 84, 83, 'Female', 53.48805603, 1.712773512783484, 0.060244145, 29, 18.232949866637217, 93.66666666666667, 'High Risk'),
(171528, 98, 16, '06:46.2', 36.92548626952716, 99.15925485019308, 112, 89, 47, 'Male', 57.42335526933033, 1.7184764413529496, 0.10304037190126944, 23, 19.444706819175973, 96.66666666666667, 'High Risk'),
(171529, 75, 12, '05:46.2', 36.02938326236893, 97.1999069, 118, 80, 19, 'Female', 75.72269674, 1.763981737235192, 0.093443505, 38, 24.335367171845487, 92.66666666666667, 'Low Risk'),
(171530, 79, 13, '04:46.2', 36.55920700314897, 99.91141183217474, 112, 83, 62, 'Female', 90.85731216502688, 1.7159677864189717, 0.11706334354279542, 29, 30.856141938414062, 92.66666666666667, 'High Risk'),
(171531, 73, 19, '03:46.2', 36.07184974461118, 95.42203253743294, 138, 79, 23, 'Female', 78.14386927906054, 1.684339945069076, 0.14958476383719746, 59, 27.54453307790109, 98.66666666666666, 'Low Risk'),
(171532, 66, 14, '02:46.2', 37.063541368728934, 95.02260907, 129, 84, 65, 'Female', 63.743539295440165, 1.637704631236802, 0.068269913, 45, 23.766488489690605, 99, 'Low Risk'),
(171533, 64, 18, '01:46.2', 36.17128366, 97.39167717709819, 128, 75, 46, 'Male', 87.10555213712388, 1.5251668638086873, 0.12452773318474959, 53, 37.44648998848051, 92.66666666666666, 'High Risk'),
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(171535, 69, 15, '59:46.2', 36.16621138781874, 97.55194327550912, 133, 83, 64, 'Female', 79.06346886088927, 1.811349003363772, 0.084129548, 50, 24.097477968518263, 99.66666666666666, 'Low Risk'),
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(171539, 83, 14, '55:46.2', 36.016713414831244, 97.73498049908585, 133, 80, 53, 'Female', 72.77586052002354, 1.6449768425230664, 0.10817028358569256, 53, 26.89476614839464, 97.66666666666666, 'Low Risk'),
(171540, 75, 15, '54:46.2', 36.398961181735395, 97.21180895767645, 118, 78, 59, 'Female', 98.58118362761539, 1.550132154886069, 0.13398143799039294, 40, 41.02575461974125, 91.33333333333333, 'High Risk'),
(171541, 83, 14, '53:46.2', 37.385076711754806, 97.10036743894281, 117, 75, 37, 'Female', 98.31453551950929, 1.9793814714704405, 0.098211057, 42, 25.093354990555238, 89, 'Low Risk'),
(171542, 68, 15, '52:46.2', 36.136872246408494, 99.74582118056577, 120, 89, 87, 'Male', 61.75061930029336, 1.6080691087314631, 0.092770437, 31, 23.879866756844233, 99.33333333333333, 'Low Risk'),
(171543, 70, 17, '51:46.2', 36.36553944900111, 97.76085439362731, 122, 72, 23, 'Female', 91.04412759849589, 1.972345215331759, 0.069074839, 50, 23.403783772198103, 88.66666666666666, 'Low Risk'),
(171544, 64, 16, '50:46.2', 37.11041071357052, 98.37112300073991, 126, 74, 51, 'Male', 66.16451976902168, 1.6219432618156882, 0.086216604, 52, 25.15091844895175, 91.33333333333333, 'Low Risk'),
(171545, 69, 17, '49:46.2', 36.17302301, 96.81123297329756, 124, 72, 86, 'Female', 98.43050538376517, 1.671900765125942, 0.093172249, 52, 35.213461774754904, 89.33333333333333, 'High Risk'),
(171546, 81, 18, '48:46.2', 36.964298737243915, 95.18708899232305, 120, 71, 38, 'Male', 85.17426152460195, 1.9599194923288177, 0.14989722737376632, 49, 22.173380643392814, 87.33333333333333, 'Low Risk'),
(171547, 97, 13, '47:46.2', 36.57479539811443, 99.88327010637548, 137, 71, 48, 'Female', 91.95856876294496, 1.5562816956858634, 0.083204996, 66, 37.9678307, 93, 'High Risk'),
(171548, 67, 14, '46:46.2', 36.608480094684495, 99.95976024807756, 125, 86, 64, 'Female', 51.647173497024255, 1.9032008120364015, 0.095979528, 39, 14.258614588076032, 99, 'High Risk'),
(171549, 60, 14, '45:46.2', 36.04243008681431, 95.37929762, 132, 79, 79, 'Male', 77.13114307, 1.8120327868452069, 0.11549881943407887, 53, 23.490792278395734, 96.66666666666666, 'Low Risk'),
(171550, 96, 17, '44:46.2', 36.103462882298544, 98.28437343572422, 113, 87, 84, 'Male', 88.47559446721192, 1.8079921347610797, 0.1341061854116448, 26, 27.066395008438587, 95.66666666666667, 'High Risk'),
(171551, 99, 19, '43:46.2', 36.60765042157463, 98.76911089047576, 131, 79, 89, 'Male', 70.29759870278784, 1.7547101566919867, 0.054460144939793315, 52, 22.831251096439477, 96.33333333333333, 'High Risk'),
(171552, 89, 13, '42:46.2', 36.09015721400047, 95.59053137655945, 110, 85, 58, 'Male', 71.69181655, 1.5929830857611218, 0.12271088921296931, 25, 28.25187368466492, 93.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(171554, 91, 16, '40:46.2', 36.400545803626976, 96.09184530325946, 137, 89, 76, 'Male', 90.42791933, 1.6038498025907844, 0.093165361, 48, 35.15403236080255, 105, 'High Risk'),
(171555, 67, 16, '39:46.2', 36.067894727935325, 96.25428297879108, 139, 80, 80, 'Female', 90.78907172574267, 1.6252507740867734, 0.14360959334126933, 59, 34.371051025873726, 99.66666666666666, 'High Risk'),
(171556, 63, 15, '38:46.2', 36.434522780257126, 98.49166213539239, 112, 86, 18, 'Female', 72.94904797, 1.7766995132780408, 0.11329329330167406, 26, 23.109559201096715, 94.66666666666667, 'Low Risk'),
(171557, 99, 18, '37:46.2', 37.451728657222795, 98.81903352178172, 117, 85, 74, 'Male', 81.05047524, 1.6329026776949345, 0.10687572709363145, 32, 30.39729675126016, 95.66666666666667, 'High Risk'),
(171558, 80, 18, '36:46.2', 37.42143165719793, 95.28473620455445, 127, 76, 28, 'Female', 80.76716797887401, 1.9194703944705789, 0.13896450302484104, 51, 21.921588389988827, 93, 'Low Risk'),
(171559, 63, 15, '35:46.2', 36.604679476712654, 97.62288622375222, 114, 87, 47, 'Female', 85.24380795074508, 1.7140013158044383, 0.14383475488505904, 27, 29.01620026403177, 96, 'Low Risk'),
(171560, 84, 16, '34:46.2', 36.1903312, 99.95017971655896, 116, 78, 33, 'Male', 73.43251153732443, 1.6905282491814093, 0.076923659, 38, 25.694697993955483, 90.66666666666667, 'Low Risk'),
(171561, 90, 19, '33:46.2', 36.75713805156285, 95.95121820256486, 129, 78, 35, 'Male', 95.60471791605255, 1.9220347128278932, 0.1051453713612218, 51, 25.879558942672517, 95, 'Low Risk'),
(171562, 86, 15, '32:46.2', 36.37132068587806, 98.50212189112514, 133, 88, 86, 'Male', 56.79327612527098, 1.5683011556606943, 0.1414374960383282, 45, 23.090747739878065, 103, 'Low Risk'),
(171563, 64, 12, '31:46.2', 37.35767521125343, 97.69764060576499, 114, 84, 62, 'Female', 61.55963388046861, 1.6690379105648256, 0.11598567140659574, 30, 22.098542224850974, 94, 'Low Risk'),
(171564, 80, 19, '30:46.2', 37.372932739236596, 99.49482972929552, 129, 73, 31, 'Male', 86.67582203888982, 1.5501575832512198, 0.08426296, 56, 36.07001067702997, 91.66666666666666, 'High Risk'),
(171565, 74, 15, '29:46.2', 36.71653960298378, 96.71433478841341, 123, 85, 69, 'Female', 50.72838694560395, 1.5346111098305302, 0.10349081072845889, 38, 21.54043041438832, 97.66666666666667, 'Low Risk'),
(171566, 70, 15, '28:46.2', 36.50900151421152, 96.00634939730513, 131, 84, 20, 'Female', 98.08546519433608, 1.7704911570021729, 0.14685205324937056, 47, 31.29083354253624, 99.66666666666667, 'High Risk'),
(171567, 64, 16, '27:46.2', 37.0771679, 99.93961544852519, 137, 89, 84, 'Female', 93.55546377, 1.5016645371770014, 0.1418967827865485, 48, 41.488077100945354, 105, 'High Risk'),
(171568, 96, 14, '26:46.2', 36.157548010244106, 99.74012318081932, 137, 72, 56, 'Female', 75.41131253165133, 1.7500850584468484, 0.08205152, 65, 24.62170852522909, 93.66666666666666, 'High Risk'),
(171569, 98, 14, '25:46.2', 36.52445105844809, 99.04425431, 130, 84, 62, 'Male', 91.00484492201124, 1.6764374297626703, 0.057769354, 46, 32.380967178553476, 99.33333333333333, 'High Risk'),
(171570, 91, 19, '24:46.2', 36.73888925305123, 97.37988849632653, 120, 86, 84, 'Male', 87.23333890780964, 1.5312782278618329, 0.080928715, 34, 37.20268460383794, 97.33333333333333, 'High Risk'),
(171571, 84, 19, '23:46.2', 36.32292793, 99.65234256940745, 129, 88, 87, 'Female', 99.75218228950891, 1.8913996983630759, 0.057720193, 41, 27.88404498399118, 101.66666666666667, 'Low Risk'),
(171572, 66, 19, '22:46.2', 36.531280633213456, 98.91526946529517, 113, 82, 86, 'Male', 88.11846346382728, 1.6207601987245517, 0.056282322, 31, 33.545123063702945, 92.33333333333333, 'High Risk'),
(171573, 74, 18, '21:46.2', 37.435179899567856, 99.31060288589434, 119, 79, 49, 'Female', 51.81245566329839, 1.5225683485802155, 0.12658703016611528, 40, 22.35015717161686, 92.33333333333333, 'Low Risk'),
(171574, 78, 12, '20:46.2', 36.45637881, 99.46659269758106, 127, 81, 22, 'Female', 58.51769721673237, 1.9842251517977807, 0.12598164677658608, 46, 14.862960605100549, 96.33333333333333, 'High Risk'),
(171575, 82, 12, '19:46.2', 37.002777225291446, 96.03663681227215, 137, 79, 73, 'Male', 54.10764955900356, 1.6530951245939016, 0.097479392, 58, 19.799899162162337, 98.33333333333333, 'Low Risk'),
(171576, 98, 18, '18:46.2', 37.120192728459095, 96.68469061801984, 113, 81, 58, 'Female', 81.58582949619772, 1.8323914260416394, 0.11021575535009406, 32, 24.29843101284205, 91.66666666666667, 'High Risk'),
(171577, 88, 13, '17:46.2', 37.00444472216162, 96.51688489935287, 122, 81, 76, 'Male', 92.29840859309377, 1.768719294146471, 0.10824746965359526, 41, 29.50369340163087, 94.66666666666667, 'Low Risk'),
(171578, 65, 13, '16:46.2', 37.30516542774484, 98.35617190840078, 123, 81, 51, 'Male', 91.33816068311397, 1.9597574717441102, 0.063076315, 42, 23.781957790373514, 95, 'Low Risk'),
(171579, 61, 16, '15:46.2', 36.886377926153344, 98.57212801742193, 112, 75, 21, 'Male', 75.15969858746173, 1.8535940423042145, 0.066078621, 37, 21.875388765876274, 87.33333333333333, 'Low Risk'),
(171580, 91, 18, '14:46.2', 36.29759850917538, 96.6370195, 120, 83, 85, 'Male', 64.57823522062108, 1.5488311444733556, 0.11630575937396065, 37, 26.920184158309326, 95.33333333333333, 'High Risk'),
(171581, 65, 16, '13:46.2', 36.60454593529127, 98.19114006274674, 136, 72, 88, 'Male', 82.79718995721717, 1.6329998604218776, 0.081761363, 64, 31.048691508886023, 93.33333333333333, 'High Risk'),
(171582, 61, 13, '12:46.2', 36.52890159289033, 96.19327499217468, 127, 87, 59, 'Male', 84.47364960168929, 1.585745058649185, 0.08662098, 40, 33.593443561759734, 100.33333333333333, 'High Risk'),
(171583, 84, 15, '11:46.2', 36.32769126333847, 99.74035573727747, 133, 72, 74, 'Female', 65.54514572087548, 1.8887422814742658, 0.062683523, 61, 18.373636841139337, 92.33333333333333, 'High Risk'),
(171584, 96, 15, '10:46.2', 36.566659324062144, 98.48644985672048, 130, 87, 75, 'Female', 55.470119187116836, 1.746284080441308, 0.1346423033941343, 43, 18.18985802209918, 101.33333333333333, 'High Risk'),
(171585, 64, 14, '09:46.2', 36.92754435855717, 97.50830932181881, 125, 71, 88, 'Male', 93.18032898901396, 1.5834536574533769, 0.12440630281197348, 54, 37.16323609966935, 89, 'High Risk'),
(171586, 74, 16, '08:46.2', 36.30925226914848, 98.68973016886271, 133, 87, 60, 'Female', 66.5305954, 1.7694609973319673, 0.13095908749069682, 46, 21.249045256588186, 102.33333333333333, 'Low Risk'),
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(171762, 83, 17, '12:46.2', 37.347885168141815, 98.58553503113447, 124, 83, 47, 'Male', 91.38470398201218, 1.5801901165203334, 0.080133058, 41, 36.59778716244908, 96.66666666666667, 'High Risk'),
(171763, 89, 16, '11:46.2', 36.60310459339079, 99.13583238753144, 123, 73, 47, 'Male', 74.64123192477618, 1.6042739326411297, 0.079873613, 50, 29.001585754104234, 89.66666666666666, 'Low Risk'),
(171764, 98, 18, '10:46.2', 36.22491925486578, 97.52149831415836, 130, 79, 46, 'Female', 74.11746049008242, 1.7321071053849701, 0.14724215309726113, 51, 24.704214187480847, 96, 'High Risk'),
(171765, 89, 16, '09:46.2', 36.93363299914603, 98.04204878310013, 136, 86, 64, 'Male', 69.84031607639842, 1.946000405336008, 0.14817450851161582, 50, 18.44252341009554, 102.66666666666666, 'High Risk'),
(171766, 72, 12, '08:46.2', 36.07717475809055, 97.66940049006813, 129, 70, 72, 'Female', 62.154615206302516, 1.5525303093727743, 0.14104189442400497, 59, 25.78654796354088, 89.66666666666666, 'Low Risk'),
(171767, 74, 16, '07:46.2', 36.34246974149764, 99.63722008432615, 116, 71, 44, 'Male', 94.32935577830358, 1.7681664027713422, 0.13830193063984075, 45, 30.17175691115892, 86, 'High Risk'),
(171768, 83, 12, '06:46.2', 37.45548367, 97.25316067589503, 136, 72, 89, 'Male', 52.48887950090245, 1.9817560103009122, 0.11444960376376746, 64, 13.364937551226737, 93.33333333333333, 'High Risk'),
(171769, 84, 16, '05:46.2', 36.60254519, 98.61686695195442, 131, 89, 88, 'Male', 95.79015363764705, 1.6308708827197949, 0.081019461, 42, 36.01485842238924, 103, 'High Risk'),
(171770, 76, 13, '04:46.2', 37.46876900886093, 98.86793136161623, 121, 74, 64, 'Female', 91.36064977386559, 1.5192348808506195, 0.14074383875620827, 47, 39.58305717493186, 89.66666666666667, 'High Risk'),
(171771, 91, 13, '03:46.2', 36.31339244147464, 98.12111606159785, 133, 82, 83, 'Male', 95.17296703490439, 1.7048652770042585, 0.12030324543973143, 51, 32.74413163697877, 99, 'High Risk'),
(171772, 90, 19, '02:46.2', 36.30780916236984, 98.17055664227927, 128, 86, 86, 'Male', 81.02539724621224, 1.7437070166830484, 0.08085121, 42, 26.648584082049087, 100, 'Low Risk'),
(171773, 67, 18, '01:46.2', 36.16694492503888, 98.81024258593287, 134, 88, 58, 'Female', 69.53134863397534, 1.7461030568339797, 0.1439340199417821, 46, 22.805568758676312, 103.33333333333333, 'Low Risk'),
(171774, 67, 19, '00:46.2', 36.99681761659328, 99.16768807629043, 132, 84, 28, 'Female', 62.228932186411555, 1.8301725266004714, 0.12211642993694226, 48, 18.578398982492548, 100, 'Low Risk'),
(171775, 93, 13, '59:46.2', 37.00866653211401, 97.67088796162719, 111, 79, 62, 'Male', 62.05528845651522, 1.5603454476857002, 0.11226684778949353, 32, 25.48808943, 89.66666666666667, 'High Risk'),
(171776, 74, 12, '58:46.2', 37.270018076657095, 98.27576609, 118, 78, 68, 'Female', 84.26576007401405, 1.5377898798800094, 0.12333010568721904, 40, 35.63339035367787, 91.33333333333333, 'High Risk'),
(171777, 71, 15, '57:46.2', 36.74060456634196, 97.84589379672263, 124, 84, 18, 'Male', 98.99562417, 1.8346030545663006, 0.1079687116744718, 40, 29.412488724917683, 97.33333333333333, 'Low Risk'),
(171778, 66, 12, '56:46.2', 36.58628877498417, 99.43768383, 127, 77, 65, 'Female', 71.22734561304586, 1.6592833961139533, 0.063317704, 50, 25.870547827162323, 93.66666666666666, 'Low Risk'),
(171779, 86, 14, '55:46.2', 37.475262147806234, 98.66022260808458, 125, 80, 20, 'Female', 87.51812427113748, 1.9648859797344436, 0.096472183, 45, 22.668526629537784, 95, 'Low Risk'),
(171780, 81, 12, '54:46.2', 36.91533627002409, 97.45811731233347, 119, 87, 74, 'Female', 51.740020295770684, 1.859175236012486, 0.1199292470297311, 32, 14.968764050260612, 97.66666666666667, 'High Risk'),
(171781, 96, 19, '53:46.2', 36.39756285985087, 96.07846278930687, 123, 77, 59, 'Female', 78.76044437865461, 1.6690935433588159, 0.12194275321539058, 46, 28.271366687410186, 92.33333333333333, 'High Risk'),
(171782, 91, 14, '52:46.2', 37.24913785052514, 96.29812637740484, 139, 77, 35, 'Female', 67.71469876, 1.6337434947450495, 0.12163824900514353, 62, 25.369692783798033, 97.66666666666666, 'High Risk'),
(171783, 95, 16, '51:46.2', 36.15179621, 95.30597924087493, 111, 80, 29, 'Female', 58.20923431917872, 1.952153333022072, 0.10566614497706193, 31, 15.27439556575507, 90.33333333333333, 'High Risk'),
(171784, 88, 19, '50:46.2', 37.054005609882545, 96.91962665185605, 113, 85, 46, 'Female', 55.91541450244234, 1.7490989630334695, 0.095684719, 28, 18.276910454154024, 94.33333333333333, 'High Risk'),
(171785, 73, 17, '49:46.2', 37.29234952109656, 97.69159849641481, 125, 79, 65, 'Female', 65.16826370706652, 1.5825192674127986, 0.12406816370416411, 46, 26.021848106508486, 94.33333333333333, 'Low Risk'),
(171786, 65, 15, '48:46.2', 36.849650403442155, 99.01428297903104, 121, 79, 77, 'Female', 76.74194331, 1.5805574363502624, 0.094687336, 42, 30.71936454196845, 93, 'High Risk'),
(171787, 87, 14, '47:46.2', 36.961504187662584, 95.36027501463835, 125, 71, 82, 'Male', 67.44517462160093, 1.6998479056457603, 0.11342775617355914, 54, 23.341607097676608, 89, 'Low Risk'),
(171788, 77, 15, '46:46.2', 37.39858557731531, 96.15511290919969, 138, 73, 87, 'Female', 50.64579752612552, 1.7846962050366741, 0.13339072440403668, 65, 15.900647654998947, 94.66666666666666, 'High Risk'),
(171789, 94, 15, '45:46.2', 36.09118038285528, 96.04846800389453, 124, 89, 20, 'Male', 89.71792734993954, 1.6678202586160473, 0.12177735306656749, 35, 32.253789140085495, 100.66666666666667, 'High Risk'),
(171790, 65, 12, '44:46.2', 36.34377298390232, 97.42691381926566, 111, 70, 36, 'Male', 63.363748249353414, 1.875054332602346, 0.1484561390419859, 41, 18.022421668163943, 83.66666666666667, 'High Risk'),
(171791, 60, 17, '43:46.2', 36.22722331415952, 97.85981624704222, 138, 83, 72, 'Male', 51.47179671164377, 1.8456035757555844, 0.14732463682885405, 55, 15.11097483891368, 101.33333333333333, 'High Risk'),
(171792, 82, 17, '42:46.2', 36.53998279323713, 98.11054961414158, 110, 70, 72, 'Male', 84.24204485254346, 1.8722429171935695, 0.073342834, 40, 24.032807486061657, 83.33333333333333, 'Low Risk'),
(171793, 61, 19, '41:46.2', 36.01040883360922, 97.86969402, 134, 87, 44, 'Male', 79.73363524933232, 1.9421341890860269, 0.060394463, 47, 21.13893473518476, 102.66666666666667, 'Low Risk'),
(171794, 88, 16, '40:46.2', 36.11071930488862, 99.20886773696061, 136, 89, 49, 'Female', 91.69542158079375, 1.7372416874876668, 0.12332464800705244, 47, 30.38275607549237, 104.66666666666667, 'High Risk'),
(171795, 78, 17, '39:46.2', 37.13744846612635, 96.09780513097147, 136, 80, 24, 'Female', 71.14934163794979, 1.5754986948723007, 0.096972604, 56, 28.663867678216192, 98.66666666666666, 'Low Risk'),
(171796, 63, 12, '38:46.2', 36.377274975694235, 96.47379153681878, 137, 83, 27, 'Male', 71.08753006, 1.989182407404874, 0.14653947018428432, 54, 17.96570257706466, 101, 'High Risk'),
(171797, 80, 15, '37:46.2', 36.30927226911372, 99.00228180132602, 134, 81, 56, 'Female', 81.46386415, 1.9865861288973707, 0.077088539, 53, 20.641925631857056, 98.66666666666666, 'Low Risk'),
(171798, 79, 14, '36:46.2', 36.51873232777671, 96.51351143080284, 134, 75, 70, 'Male', 81.94326615, 1.8607531276319569, 0.13687755709735877, 59, 23.666593702695963, 94.66666666666666, 'Low Risk'),
(171799, 74, 19, '35:46.2', 36.79246447983053, 97.67217260956878, 133, 78, 39, 'Male', 96.01715786420034, 1.9009013723878643, 0.095682339, 55, 26.57233249891851, 96.33333333333333, 'Low Risk'),
(171800, 60, 14, '34:46.2', 36.365550681535716, 96.23013530989869, 123, 72, 42, 'Female', 67.15858134516381, 1.753212676314839, 0.10068974791870716, 51, 21.849037465093883, 89, 'Low Risk'),
(171801, 77, 18, '33:46.2', 37.348406799095734, 98.61214372302544, 112, 88, 30, 'Female', 94.61486626658913, 1.739819304314466, 0.090163721, 24, 31.257273244609834, 96, 'High Risk'),
(171802, 73, 16, '32:46.2', 36.302593258516815, 97.61452543613488, 112, 78, 20, 'Male', 95.03616188873612, 1.5263177498377434, 0.094795936, 34, 40.794252453137936, 89.33333333333333, 'High Risk'),
(171803, 81, 12, '31:46.2', 37.01856652095977, 99.85607732, 135, 72, 61, 'Male', 59.17623789609853, 1.614495743, 0.067895793, 63, 22.70249261929873, 93, 'Low Risk'),
(171804, 90, 18, '30:46.2', 37.48147162221209, 97.15916215529171, 119, 75, 37, 'Female', 74.97492811077524, 1.8275964586352562, 0.13653374431869647, 44, 22.446851958906933, 89.66666666666667, 'Low Risk'),
(171805, 62, 17, '29:46.2', 36.13153217231408, 97.56153154670771, 133, 85, 82, 'Male', 84.67817120343582, 1.6116593323296358, 0.11364811591915239, 48, 32.60055362457078, 101, 'High Risk'),
(171806, 69, 14, '28:46.2', 37.280557501999084, 96.90134606659024, 124, 71, 88, 'Male', 87.40403953772031, 1.9237885054780912, 0.07567972, 53, 23.616571715210775, 88.66666666666666, 'Low Risk'),
(171807, 78, 15, '27:46.2', 36.89467175384869, 99.42053948137779, 114, 76, 57, 'Male', 76.02696313827668, 1.5573224023955048, 0.10269047382139268, 38, 31.348053625977197, 88.66666666666667, 'High Risk'),
(171808, 96, 18, '26:46.2', 36.697382017078624, 99.83201811356989, 122, 85, 52, 'Male', 59.96246221329801, 1.5674372971425659, 0.11330423835778065, 37, 24.406140362781912, 97.33333333333333, 'High Risk'),
(171809, 85, 12, '25:46.2', 36.29558740875835, 98.35964813, 124, 75, 67, 'Female', 71.62548808, 1.8935519407139774, 0.074599782, 49, 19.976212513637982, 91.33333333333333, 'Low Risk'),
(171810, 68, 14, '24:46.2', 37.032393421328976, 95.46654052, 123, 86, 23, 'Male', 86.66196532774094, 1.872325680229267, 0.12777355795628248, 37, 24.720983560586507, 98.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(171811, 81, 16, '23:46.2', 36.11103592234647, 96.49965276703767, 125, 76, 43, 'Female', 94.11475018595766, 1.5206162409225208, 0.086634082, 49, 40.702252533096114, 92.33333333333333, 'High Risk'),
(171812, 86, 14, '22:46.2', 37.08780597504221, 98.46997264428306, 134, 80, 21, 'Female', 69.76449392599568, 1.6582771162694394, 0.14438951835657193, 54, 25.369986311969104, 98, 'Low Risk'),
(171813, 74, 19, '21:46.2', 36.71696449342299, 99.71659746, 135, 74, 39, 'Male', 97.12523806252534, 1.8383380955699191, 0.087085743, 61, 28.739639890718713, 94.33333333333333, 'Low Risk'),
(171814, 87, 18, '20:46.2', 36.81007228, 97.42285696924783, 116, 82, 79, 'Male', 79.69364008434657, 1.5164809542096893, 0.1385300174465769, 34, 34.65371054630775, 93.33333333333333, 'High Risk'),
(171815, 95, 16, '19:46.2', 36.71523257581811, 96.19211028593607, 121, 77, 42, 'Male', 85.67616101261109, 1.7583857770779643, 0.11027888368285514, 44, 27.709690425636875, 91.66666666666667, 'High Risk'),
(171816, 60, 16, '18:46.2', 36.125723986394846, 98.06471691654451, 130, 74, 23, 'Female', 73.05660987355361, 1.724106067231938, 0.090492845, 56, 24.57715197, 92.66666666666666, 'Low Risk'),
(171817, 68, 17, '17:46.2', 37.28634532614125, 98.40985141793317, 120, 73, 30, 'Male', 73.97831329428152, 1.5482262611678794, 0.076555097, 47, 30.862817142423467, 88.66666666666667, 'High Risk'),
(171818, 85, 15, '16:46.2', 37.02297262275451, 98.87158334706282, 115, 81, 68, 'Female', 58.97796231062205, 1.8933082274781219, 0.1436987635567403, 34, 16.453076586947674, 92.33333333333333, 'High Risk'),
(171819, 92, 17, '15:46.2', 36.51624956513314, 97.24078519277253, 111, 72, 19, 'Male', 80.54670883635929, 1.926450901353218, 0.10978598308367632, 39, 21.703606664867586, 85, 'High Risk'),
(171820, 80, 17, '14:46.2', 37.38647281349451, 97.34250421100379, 136, 76, 45, 'Female', 90.24372974418554, 1.5369213193181737, 0.098566214, 60, 38.20443368530262, 96, 'High Risk'),
(171821, 94, 18, '13:46.2', 36.156941302809315, 95.30133216621532, 118, 75, 89, 'Male', 54.689862423999415, 1.9995367778266058, 0.063084413, 43, 13.678801196237957, 89.33333333333333, 'High Risk'),
(171822, 70, 18, '12:46.2', 36.48631565959994, 95.28357644218312, 131, 73, 50, 'Female', 63.13197134878014, 1.741522518862179, 0.11035474013397964, 58, 20.815706787891695, 92.33333333333333, 'Low Risk'),
(171823, 78, 16, '11:46.2', 36.61189232118595, 96.32358037490725, 116, 88, 26, 'Female', 55.46591133464417, 1.6277024725495637, 0.07159548, 28, 20.93515143328393, 97.33333333333333, 'Low Risk'),
(171824, 66, 19, '10:46.2', 36.74979462838783, 96.17247919125678, 132, 76, 70, 'Female', 98.14068229, 1.6140411687589133, 0.14536789729959226, 56, 37.67210233, 94.66666666666666, 'High Risk'),
(171825, 83, 16, '09:46.2', 37.225244518679624, 95.65371822854023, 116, 77, 79, 'Female', 80.79319497568395, 1.5300562365096457, 0.11029520161983641, 39, 34.51119486170447, 90, 'High Risk'),
(171826, 87, 13, '08:46.2', 36.591708609596466, 97.31349352810957, 125, 75, 46, 'Male', 73.4100823, 1.838598751481072, 0.11737473261726976, 50, 21.716097817523828, 91.66666666666666, 'Low Risk'),
(171827, 80, 15, '07:46.2', 36.57897461651124, 99.71498387, 134, 84, 68, 'Male', 67.81572620095614, 1.5721524747644555, 0.093457676, 50, 27.437282153278307, 100.66666666666666, 'Low Risk'),
(171828, 65, 16, '06:46.2', 36.90602154313318, 95.09854717281682, 115, 89, 73, 'Male', 99.21675968925403, 1.5894603388934219, 0.077187378, 26, 39.27223773408021, 97.66666666666667, 'High Risk'),
(171829, 84, 12, '05:46.2', 36.755898143952514, 99.13416584868044, 131, 71, 68, 'Female', 95.70868449211275, 1.6571423459439312, 0.050267133, 60, 34.85232188992069, 91, 'High Risk'),
(171830, 91, 12, '04:46.2', 36.88811171260767, 98.05120108291254, 132, 87, 60, 'Female', 56.20505923722881, 1.6969871367135245, 0.075895318, 45, 19.5172358, 102, 'High Risk'),
(171831, 84, 13, '03:46.2', 37.07875205175259, 96.99010159157362, 117, 77, 52, 'Female', 52.497009746994614, 1.9740929327274241, 0.1145855167872898, 40, 13.47098582160851, 90.33333333333333, 'High Risk'),
(171832, 79, 18, '02:46.2', 36.79710943968265, 96.48183259157648, 119, 86, 39, 'Female', 60.8141357, 1.7049116909459778, 0.0814586, 33, 20.921882621474538, 97, 'Low Risk'),
(171833, 83, 15, '01:46.2', 36.82846166115667, 98.79418217735142, 110, 75, 19, 'Female', 72.92976314077157, 1.9968614448097866, 0.11695881824122009, 35, 18.289799288630064, 86.66666666666667, 'High Risk'),
(171834, 98, 14, '00:46.2', 37.00829784812528, 98.51302095702786, 113, 79, 44, 'Male', 74.57451056140806, 1.9227286142574251, 0.072014019, 34, 20.172254215075018, 90.33333333333333, 'High Risk'),
(171835, 90, 13, '59:46.2', 37.206350244380594, 95.03794742245734, 126, 89, 44, 'Male', 70.23218677238707, 1.8491045361340714, 0.1004249532093345, 37, 20.540606508155907, 101.33333333333333, 'Low Risk'),
(171836, 78, 13, '58:46.2', 36.56321637, 97.03484502701413, 135, 71, 41, 'Female', 72.69918274020375, 1.5619263422531027, 0.063061501, 64, 29.799462440021003, 92.33333333333333, 'Low Risk'),
(171837, 76, 14, '57:46.2', 36.91583592832124, 96.25376888492453, 117, 82, 51, 'Female', 85.80472310350444, 1.7851865152427142, 0.096979844, 35, 26.924273830505484, 93.66666666666667, 'Low Risk'),
(171838, 72, 13, '56:46.2', 37.09261147, 97.49646226624482, 124, 81, 65, 'Male', 51.61305804527976, 1.9428213497757676, 0.076369913, 43, 13.673945887426306, 95.33333333333333, 'High Risk'),
(171839, 65, 18, '55:46.2', 36.41158393688275, 99.43709034, 114, 88, 85, 'Male', 59.87000138231792, 1.788603488162678, 0.126546097, 26, 18.71462466272982, 96.66666666666667, 'Low Risk'),
(171840, 67, 15, '54:46.2', 37.123973016249025, 97.79825888758215, 137, 76, 73, 'Female', 95.44432556910724, 1.7011513777609246, 0.11099553391613631, 61, 32.98102821138817, 96.33333333333333, 'High Risk'),
(171841, 85, 17, '53:46.2', 36.28535058324634, 98.23364342119902, 119, 73, 62, 'Male', 58.19264387371107, 1.5272821785684605, 0.062353588625172145, 46, 24.947643003721012, 88.33333333333333, 'Low Risk'),
(171842, 94, 16, '52:46.2', 37.208803617792114, 95.41593325499078, 139, 78, 37, 'Female', 58.422519669449144, 1.7730990516473302, 0.05678803, 61, 18.58293417062486, 98.33333333333333, 'High Risk'),
(171843, 89, 12, '51:46.2', 36.70760229261284, 99.23888238, 116, 85, 47, 'Female', 90.62890281, 1.821471915753143, 0.11382499878213703, 31, 27.316293056932384, 95.33333333333333, 'Low Risk'),
(171844, 86, 16, '50:46.2', 36.44686930758632, 95.08395777233657, 135, 74, 58, 'Female', 52.755684835967806, 1.5690403138289881, 0.1357158698594102, 61, 21.428958349389113, 94.33333333333333, 'Low Risk'),
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(172005, 95, 17, '09:46.2', 37.41857528, 99.46222994543713, 117, 77, 51, 'Male', 91.58955009, 1.5259210558460459, 0.10228968561803425, 40, 39.33523907413569, 90.33333333333333, 'High Risk'),
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(172020, 84, 12, '54:46.2', 36.482727837540416, 99.51859700684327, 123, 82, 22, 'Male', 69.59203601713365, 1.9825914777315108, 0.083602534, 41, 17.70488347, 95.66666666666667, 'High Risk'),
(172021, 63, 18, '53:46.2', 37.426145936061204, 95.18884222747269, 131, 77, 77, 'Male', 89.94440245, 1.7280785691150273, 0.081050844, 54, 30.119459375208322, 95, 'High Risk'),
(172022, 72, 15, '52:46.2', 37.207357404136914, 97.12658363613504, 115, 70, 53, 'Female', 60.125616460448526, 1.7002494269556006, 0.12815102171129159, 45, 20.798607914445792, 85, 'Low Risk'),
(172023, 81, 15, '51:46.2', 36.4459827, 99.45727660264781, 124, 76, 81, 'Female', 76.69855269601814, 1.746748690329131, 0.14606124622120592, 48, 25.137744993126333, 92, 'Low Risk'),
(172024, 99, 15, '50:46.2', 36.76565237048718, 99.7195634, 129, 86, 20, 'Female', 91.04587727118061, 1.8334322936715615, 0.14052455485457277, 43, 27.085105502933533, 100.33333333333333, 'High Risk'),
(172025, 76, 17, '49:46.2', 37.02670268078512, 96.89200253, 113, 70, 42, 'Female', 83.35957939440672, 1.6370118395982813, 0.077630918, 43, 31.106551949664944, 84.33333333333333, 'High Risk'),
(172026, 75, 16, '48:46.2', 37.14927567586153, 99.54836737683735, 130, 83, 30, 'Female', 59.41525885828439, 1.5446750269004843, 0.056223388, 47, 24.901398765556884, 98.66666666666667, 'Low Risk'),
(172027, 64, 14, '47:46.2', 37.09759818969181, 98.08417398248264, 117, 71, 20, 'Female', 70.22559951, 1.837694940753218, 0.097969972, 46, 20.794506401882312, 86.33333333333333, 'Low Risk'),
(172028, 88, 17, '46:46.2', 36.60837544010636, 96.34540226043156, 121, 80, 62, 'Female', 98.93820002141229, 1.8675959820612724, 0.082970241, 41, 28.36600291296783, 93.66666666666667, 'Low Risk'),
(172029, 67, 14, '45:46.2', 37.15788512986542, 96.40331989516736, 123, 82, 89, 'Female', 53.17736681735121, 1.9979365020885815, 0.13169575810801593, 41, 13.321817064874505, 95.66666666666667, 'High Risk'),
(172030, 61, 19, '44:46.2', 36.76744761061544, 99.67833218130488, 131, 70, 53, 'Female', 97.32318103488933, 1.8035419213073818, 0.055149335, 61, 29.920153178813813, 90.33333333333333, 'Low Risk'),
(172031, 75, 15, '43:46.2', 36.77606158762211, 96.57253997365935, 132, 83, 60, 'Female', 92.34671073831308, 1.7655190695904706, 0.12860970091958102, 49, 29.62624469310784, 99.33333333333333, 'Low Risk'),
(172032, 79, 16, '42:46.2', 36.31201022997967, 99.02208064205685, 125, 81, 45, 'Female', 99.90201652741844, 1.6201360642448026, 0.084887587, 44, 38.06021835307939, 95.66666666666667, 'High Risk'),
(172033, 64, 18, '41:46.2', 36.731772076854156, 99.93893857, 136, 75, 20, 'Female', 92.10286161844587, 1.8197391440273556, 0.1208291372811472, 61, 27.813449170885065, 95.33333333333333, 'Low Risk'),
(172034, 99, 18, '40:46.2', 36.16032405712986, 96.01819257329461, 131, 75, 70, 'Female', 70.19315564806895, 1.8739243334763787, 0.085773687, 56, 19.988981493482797, 93.66666666666666, 'High Risk'),
(172035, 62, 13, '39:46.2', 36.42073766, 96.32330764, 137, 79, 18, 'Female', 50.84862112582886, 1.6535321644802836, 0.095927898, 58, 18.59747082642197, 98.33333333333333, 'Low Risk'),
(172036, 94, 13, '38:46.2', 36.95736450722418, 97.75636305077322, 112, 70, 64, 'Female', 82.41291458532092, 1.735067727, 0.11413444841862204, 42, 27.37552204971338, 84, 'High Risk'),
(172037, 73, 19, '37:46.2', 36.06842131445322, 99.17329246584993, 124, 89, 84, 'Female', 88.26626163064142, 1.5193625896015075, 0.1491536726376076, 35, 38.23594916470124, 100.66666666666667, 'High Risk'),
(172038, 73, 12, '36:46.2', 36.794446913309784, 95.56513301263124, 128, 84, 68, 'Male', 89.99603565849098, 1.8506151205466523, 0.11795603, 44, 26.277930916952794, 98.66666666666667, 'Low Risk'),
(172039, 75, 15, '35:46.2', 36.44157765056276, 99.37944711781822, 137, 81, 41, 'Female', 93.61755170279397, 1.9782003480833477, 0.11707571855451675, 56, 23.923060100669648, 99.66666666666666, 'Low Risk'),
(172040, 75, 19, '34:46.2', 36.836010448339906, 96.16965337293384, 113, 76, 57, 'Female', 55.75478596188988, 1.7313000435071162, 0.07922343, 37, 18.60105055248191, 88.33333333333333, 'Low Risk'),
(172041, 87, 16, '33:46.2', 36.83887067803728, 99.58670834559499, 129, 78, 32, 'Male', 55.10701983527861, 1.7159204774412533, 0.12928553901773904, 51, 18.715981666192963, 95, 'Low Risk'),
(172042, 78, 17, '32:46.2', 37.16938930397982, 97.07519254284195, 123, 85, 38, 'Female', 82.85213122, 1.9497426254598147, 0.13586542020353856, 38, 21.794610478756937, 97.66666666666667, 'Low Risk'),
(172043, 62, 15, '31:46.2', 37.104380669687906, 99.02291064760844, 112, 81, 38, 'Female', 60.46447189033941, 1.6345592460154974, 0.11359019516877335, 31, 22.630749156041574, 91.33333333333333, 'Low Risk'),
(172044, 60, 18, '30:46.2', 36.410441195511105, 96.38126008400823, 121, 75, 42, 'Female', 67.27998218339924, 1.9575635957017716, 0.1132537639623272, 46, 17.557153570053018, 90.33333333333333, 'High Risk'),
(172045, 82, 18, '29:46.2', 36.321059246256006, 98.12539633968335, 138, 71, 85, 'Male', 70.29962462932724, 1.7163598062529388, 0.083104766, 67, 23.86362054764455, 93.33333333333333, 'Low Risk'),
(172046, 60, 19, '28:46.2', 36.32968349528425, 98.60782513184726, 127, 77, 58, 'Female', 55.45388992009977, 1.9294864437250714, 0.13160999131167922, 50, 14.895275927557204, 93.66666666666666, 'High Risk'),
(172047, 94, 17, '27:46.2', 36.09350536293446, 99.54827885380118, 136, 83, 36, 'Male', 68.26138664306201, 1.6113679268082648, 0.14660028784121606, 53, 26.289702772235103, 100.66666666666666, 'High Risk'),
(172048, 63, 13, '26:46.2', 37.23432217360397, 98.21577973, 125, 83, 83, 'Male', 77.51765802449916, 1.9532002879774786, 0.074904914, 42, 20.319222406787105, 97, 'Low Risk'),
(172049, 83, 14, '25:46.2', 36.83758813492034, 97.63947466688265, 113, 87, 32, 'Male', 51.15969675158322, 1.742794426920944, 0.1042719893252082, 26, 16.843627818686468, 95.66666666666667, 'High Risk'),
(172050, 96, 14, '24:46.2', 36.03134294337293, 95.93489024542689, 128, 72, 64, 'Female', 84.53762063, 1.7909615839287816, 0.12862570503760157, 56, 26.355877448850315, 90.66666666666666, 'High Risk'),
(172051, 69, 13, '23:46.2', 36.17616850503489, 95.68387051829411, 114, 74, 83, 'Female', 50.11854939692495, 1.7239675331785012, 0.1154660624897974, 40, 16.863213060620378, 87.33333333333333, 'High Risk'),
(172052, 98, 12, '22:46.2', 37.44373745769787, 96.04032200265006, 119, 75, 67, 'Female', 62.93543444147184, 1.8941107014315062, 0.092040789, 44, 17.542218611982527, 89.66666666666667, 'High Risk'),
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(172055, 81, 19, '19:46.2', 36.74999917948222, 98.10144972003496, 113, 83, 22, 'Female', 75.27498364, 1.678340296854588, 0.10157904128440393, 30, 26.723333134935142, 93, 'Low Risk'),
(172056, 72, 19, '18:46.2', 37.18545350129992, 95.32046052348346, 134, 78, 30, 'Female', 66.70082727916643, 1.72092581, 0.14956259619689105, 56, 22.521998462360163, 96.66666666666666, 'Low Risk'),
(172057, 92, 14, '17:46.2', 37.36285723256677, 96.85572206726816, 138, 70, 83, 'Female', 77.40315094578204, 1.7434829328607666, 0.10525740248356284, 68, 25.463801471464873, 92.66666666666666, 'High Risk'),
(172058, 69, 12, '16:46.2', 36.70896334506656, 98.52327865300569, 139, 75, 27, 'Male', 97.81163154316712, 1.8734313756857701, 0.085821902, 64, 27.868585385989576, 96.33333333333333, 'Low Risk'),
(172059, 94, 16, '15:46.2', 37.06125303803834, 98.85635149030628, 124, 73, 35, 'Male', 64.32815178427168, 1.5915994676775402, 0.072939988, 51, 25.394139639597842, 90, 'High Risk'),
(172060, 84, 16, '14:46.2', 36.86256316797446, 96.53040884808999, 111, 88, 51, 'Female', 53.733265368309766, 1.7397283672644699, 0.140063656, 23, 17.75335116272217, 95.66666666666667, 'High Risk'),
(172061, 87, 16, '13:46.2', 37.07540899816205, 95.74500506783872, 125, 80, 41, 'Male', 63.52326039068877, 1.6444672891307017, 0.051920451146660364, 45, 23.48996135350809, 95, 'Low Risk'),
(172062, 89, 17, '12:46.2', 36.44000691641133, 98.87535946674521, 130, 89, 84, 'Female', 63.00946911725225, 1.6058622661246746, 0.060966398704971975, 41, 24.433699805689994, 102.66666666666667, 'Low Risk'),
(172063, 67, 15, '11:46.2', 36.508573225259575, 99.46875084577503, 137, 81, 62, 'Male', 79.73766324783925, 1.5110935166933372, 0.14764311200766228, 56, 34.92052945978704, 99.66666666666666, 'High Risk'),
(172064, 76, 17, '10:46.2', 37.43565519358512, 99.89639547017482, 136, 83, 65, 'Male', 73.58392714212914, 1.849460093483041, 0.082744865, 53, 21.512606462527586, 100.66666666666666, 'Low Risk'),
(172065, 67, 17, '09:46.2', 37.10373191, 95.80000388373583, 113, 86, 53, 'Male', 53.64221331138498, 1.8763076677888708, 0.10101482703741962, 27, 15.23696893318152, 95, 'High Risk'),
(172066, 75, 19, '08:46.2', 37.397641252936324, 98.72950123, 127, 79, 48, 'Male', 70.62266101621915, 1.596989709185519, 0.134146668, 48, 27.69107668121056, 95, 'Low Risk'),
(172067, 79, 17, '07:46.2', 36.22521333002395, 98.14018246, 128, 80, 23, 'Female', 79.14700668980677, 1.6439608866297644, 0.078680516, 48, 29.28542517290599, 96, 'Low Risk'),
(172068, 86, 15, '06:46.2', 37.31623044235441, 98.76787607, 135, 76, 52, 'Male', 90.22606187, 1.7475379096513513, 0.13196106860912304, 59, 29.544645986743806, 95.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(172070, 68, 16, '04:46.2', 36.88663795383797, 96.22179269, 127, 79, 53, 'Female', 69.92647604016794, 1.8126326142480913, 0.083344682, 48, 21.28247161, 95, 'Low Risk'),
(172071, 60, 17, '03:46.2', 36.40476837221544, 99.84641003198925, 129, 87, 54, 'Female', 72.20276674877871, 1.7519660967006696, 0.14557630495530116, 42, 23.523527335361248, 101, 'Low Risk'),
(172072, 87, 13, '02:46.2', 37.11779969222109, 97.22266885, 124, 79, 75, 'Male', 50.293814075007234, 1.665320581247617, 0.076652503, 45, 18.135054836964112, 94, 'High Risk'),
(172073, 68, 18, '01:46.2', 37.23690209912649, 97.33551018, 131, 85, 48, 'Male', 82.71225186483996, 1.7266212218641783, 0.1437454544427498, 46, 27.744422905496695, 100.33333333333333, 'Low Risk'),
(172074, 78, 14, '00:46.2', 37.426198133125745, 95.47985907719607, 127, 70, 62, 'Male', 86.93535630071838, 1.6808089861251565, 0.1228470546761339, 57, 30.772282860671485, 89, 'High Risk'),
(172075, 71, 15, '59:46.2', 36.03101378587954, 98.88959446890763, 121, 86, 75, 'Female', 54.15193318082519, 1.7594360783657166, 0.11299622918044153, 35, 17.493108054627903, 97.66666666666667, 'High Risk'),
(172076, 73, 16, '58:46.2', 37.32900658569095, 97.60760727135647, 138, 87, 49, 'Female', 51.332951983827044, 1.6423153799095025, 0.12403137304242981, 51, 19.031942627662247, 104, 'Low Risk'),
(172077, 94, 15, '57:46.2', 36.856573601719674, 96.49735761842834, 119, 85, 49, 'Male', 58.89180254964961, 1.8724236931593876, 0.062834055, 34, 16.797575100240977, 96.33333333333333, 'High Risk'),
(172078, 84, 15, '56:46.2', 37.05493093, 97.51899392, 111, 88, 45, 'Male', 98.64507603951986, 1.766548445228594, 0.14389396370166146, 23, 31.609986339669387, 95.66666666666667, 'High Risk'),
(172079, 69, 19, '55:46.2', 36.88829282202111, 95.18406508391051, 137, 79, 74, 'Female', 57.75350184638983, 1.9221083861078012, 0.085659716, 58, 15.632289001897876, 98.33333333333333, 'High Risk'),
(172080, 69, 16, '54:46.2', 36.850481123257616, 96.87290320916055, 112, 86, 59, 'Female', 94.84536597949047, 1.6889456628199262, 0.12364883628201963, 26, 33.249472645619434, 94.66666666666667, 'High Risk'),
(172081, 94, 14, '53:46.2', 36.616886376521705, 99.45503090656516, 138, 74, 85, 'Female', 97.52019077508903, 1.6264330157972449, 0.11803565413351684, 64, 36.86567404194451, 95.33333333333333, 'High Risk'),
(172082, 84, 16, '52:46.2', 36.36564427978744, 97.65530842202227, 137, 83, 21, 'Female', 77.77557892866395, 1.504911446812049, 0.12651437315311198, 54, 34.34166610171929, 101, 'High Risk'),
(172083, 63, 14, '51:46.2', 36.23782994552325, 99.69917314918749, 139, 86, 40, 'Male', 98.89970975894305, 1.6195329508888423, 0.050534141, 53, 37.70643209189837, 103.66666666666666, 'High Risk'),
(172084, 82, 17, '50:46.2', 37.41983507156126, 99.72630387851298, 131, 81, 45, 'Female', 54.231400443637135, 1.7407119749205957, 0.079404682, 50, 17.897690167923056, 97.66666666666666, 'High Risk'),
(172085, 63, 14, '49:46.2', 36.913688327605534, 96.25746321476353, 120, 86, 66, 'Female', 67.70907881894439, 1.931991036287128, 0.096039202, 34, 18.13997528542887, 97.33333333333333, 'High Risk'),
(172086, 92, 18, '48:46.2', 36.414849833688564, 95.37686713, 117, 79, 77, 'Female', 80.05277420379633, 1.938311311, 0.052937618137229726, 38, 21.307344448245885, 91.66666666666667, 'High Risk'),
(172087, 95, 19, '47:46.2', 36.94053222651212, 97.46641700021192, 126, 78, 36, 'Female', 68.00743780420497, 1.9151227920681069, 0.10484735196067543, 48, 18.542281209377034, 94, 'High Risk'),
(172088, 67, 12, '46:46.2', 37.18828229199985, 97.07120506732807, 126, 78, 19, 'Male', 61.42098409, 1.6867080100276954, 0.12949362691876265, 48, 21.589220189911465, 94, 'Low Risk'),
(172089, 83, 14, '45:46.2', 37.44136311227803, 99.38480058859952, 121, 88, 20, 'Female', 65.27635193, 1.7793166170329247, 0.13368517718168818, 33, 20.61813628, 99, 'Low Risk'),
(172090, 68, 16, '44:46.2', 37.166839011874146, 96.28973405484666, 120, 70, 56, 'Male', 84.75968278, 1.9732953402406574, 0.10381993528766875, 50, 21.76732902781915, 86.66666666666666, 'Low Risk'),
(172091, 75, 18, '43:46.2', 36.06718978426752, 97.34491333605243, 122, 87, 67, 'Male', 50.02427472795093, 1.9824214845052857, 0.083811068, 35, 12.728839467561576, 98.66666666666667, 'High Risk'),
(172092, 72, 17, '42:46.2', 36.975221456443535, 96.77491121, 125, 89, 35, 'Male', 69.48587750404205, 1.8720250808469794, 0.090430648, 36, 19.827740228640387, 101, 'Low Risk'),
(172093, 96, 13, '41:46.2', 36.139015610543254, 96.43355526283152, 133, 77, 63, 'Female', 75.30447025841497, 1.7808161899107955, 0.085426484, 56, 23.745568255272403, 95.66666666666666, 'High Risk'),
(172094, 89, 19, '40:46.2', 36.86537387148417, 98.49776752584287, 117, 80, 57, 'Female', 96.96190053666365, 1.988928689604156, 0.070950988, 37, 24.51109396, 92.33333333333333, 'Low Risk'),
(172095, 62, 17, '39:46.2', 37.04061732101437, 95.52580802168971, 120, 75, 46, 'Female', 81.29334517, 1.7880479567652834, 0.058194545, 45, 25.427090537832143, 90, 'Low Risk'),
(172096, 69, 12, '38:46.2', 36.19937437030501, 95.81061716490336, 126, 74, 62, 'Male', 89.59972397038837, 1.7788983786229746, 0.11079660368830369, 52, 28.314206373494006, 91.33333333333333, 'Low Risk'),
(172097, 98, 16, '37:46.2', 36.430351764819015, 96.50725629344552, 132, 70, 70, 'Female', 79.42734617313546, 1.5115659466118014, 0.12710317057874926, 62, 34.762888342518664, 90.66666666666666, 'High Risk'),
(172098, 80, 12, '36:46.2', 37.26155447043063, 99.96600625329681, 111, 85, 58, 'Female', 76.84903337006882, 1.589328247565069, 0.08093794, 26, 30.423642180503517, 93.66666666666667, 'High Risk'),
(172099, 95, 18, '35:46.2', 36.11454879743339, 95.36447011000635, 130, 86, 70, 'Male', 98.82654140282858, 1.5027420496283048, 0.097389336, 44, 43.76276149605035, 100.66666666666667, 'High Risk'),
(172100, 87, 19, '34:46.2', 36.26268384896318, 97.11920378589618, 133, 76, 27, 'Female', 94.35191523, 1.5815768009661701, 0.13852564469768452, 57, 37.71986660964153, 95, 'High Risk'),
(172101, 95, 17, '33:46.2', 36.18344416542566, 96.80650879141976, 122, 80, 52, 'Female', 81.92827782116272, 1.7199253002672719, 0.054640696, 42, 27.69584727813612, 94, 'High Risk'),
(172102, 76, 13, '32:46.2', 37.39941012476402, 99.22189267295221, 118, 70, 86, 'Female', 87.96711010979371, 1.686444221774679, 0.096638287, 48, 30.929746558963984, 86, 'High Risk'),
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(172278, 93, 14, '36:46.2', 36.85159223401476, 95.22033747962895, 113, 82, 51, 'Female', 94.33209289816645, 1.7795945496115961, 0.083284469, 31, 29.786353277574484, 92.33333333333333, 'High Risk'),
(172279, 82, 18, '35:46.2', 36.50999443653852, 99.09092374646886, 114, 70, 47, 'Male', 77.84903436552977, 1.6852227352983915, 0.092110576, 44, 27.411866677095166, 84.66666666666667, 'Low Risk'),
(172280, 99, 13, '34:46.2', 36.21565286022577, 98.26507595365914, 138, 78, 32, 'Male', 81.59328146800648, 1.6759575135691671, 0.11468451464499999, 60, 29.04881294400905, 98, 'High Risk'),
(172281, 78, 14, '33:46.2', 37.27693414433038, 98.06536807636643, 138, 82, 37, 'Female', 50.80061188254558, 1.8520691368761688, 0.064406404, 56, 14.809982794588208, 100.66666666666666, 'High Risk'),
(172282, 71, 18, '32:46.2', 36.98232118149217, 97.98575530825228, 135, 87, 78, 'Male', 85.18507281463096, 1.803197204449694, 0.12482142354470789, 48, 26.198537506064923, 103, 'Low Risk'),
(172283, 65, 13, '31:46.2', 36.198623265573175, 98.67057368424433, 134, 89, 50, 'Male', 55.07048128443206, 1.8978364172504996, 0.13202518109548567, 45, 15.289782939584951, 104, 'High Risk'),
(172284, 89, 16, '30:46.2', 36.528256006234066, 98.58473832215351, 133, 89, 29, 'Male', 66.69558420630626, 1.5233551711633995, 0.1382213550875384, 44, 28.740527754403033, 103.66666666666667, 'Low Risk'),
(172285, 85, 12, '29:46.2', 36.46220414996959, 97.06683230164451, 134, 76, 59, 'Female', 78.66087535, 1.9390020052070032, 0.12025044850302864, 58, 20.921954755363476, 95.33333333333333, 'Low Risk'),
(172286, 94, 15, '28:46.2', 36.90645653769211, 96.42221340092333, 130, 71, 66, 'Female', 98.4583719, 1.5208205765881395, 0.13253305133402982, 59, 42.56931778968076, 90.66666666666666, 'High Risk'),
(172287, 62, 15, '27:46.2', 37.194286563543265, 97.10358898266445, 111, 81, 40, 'Male', 92.42137120127217, 1.824442035, 0.14418286518857726, 30, 27.765932799553433, 91, 'Low Risk'),
(172288, 92, 15, '26:46.2', 37.055062285708715, 99.94239197478132, 110, 74, 32, 'Female', 75.62438151, 1.9724791683309695, 0.054417365, 36, 19.437346885743068, 86, 'High Risk'),
(172289, 95, 15, '25:46.2', 36.76811473697888, 99.72742271, 123, 79, 32, 'Female', 82.35792333069452, 1.6980976869394835, 0.098173636, 44, 28.561436495223607, 93.66666666666667, 'High Risk'),
(172290, 82, 16, '24:46.2', 36.33654118600362, 99.55020556, 124, 83, 83, 'Female', 55.05641536465571, 1.5625691776442319, 0.08393678, 41, 22.549111024356478, 96.66666666666667, 'Low Risk'),
(172291, 88, 14, '23:46.2', 36.27192397989691, 95.73774265, 127, 77, 54, 'Male', 55.910140928716764, 1.7321524549291332, 0.054733832, 50, 18.634526402219223, 93.66666666666666, 'Low Risk'),
(172292, 81, 19, '22:46.2', 37.145778285235615, 96.60951934544757, 110, 77, 66, 'Female', 72.37582231858246, 1.681397344770508, 0.1280340182333733, 33, 25.60075636772469, 88, 'Low Risk'),
(172293, 84, 15, '21:46.2', 36.67740164751854, 96.55471717057166, 135, 82, 28, 'Female', 91.33265968521314, 1.6655434852764914, 0.091031603, 53, 32.924118242363114, 99.66666666666666, 'High Risk'),
(172294, 86, 15, '20:46.2', 37.13071273698881, 97.07209882, 132, 88, 89, 'Male', 66.95674851, 1.8686143211329977, 0.14561435553195168, 44, 19.17586703944281, 102.66666666666667, 'Low Risk'),
(172295, 85, 16, '19:46.2', 36.53622789339256, 95.89172201564148, 125, 79, 67, 'Male', 70.20271835013813, 1.7535138598816675, 0.062052465, 46, 22.83155667768951, 94.33333333333333, 'Low Risk'),
(172296, 80, 18, '18:46.2', 36.82129856, 95.47664995840194, 124, 85, 21, 'Male', 56.78362590609769, 1.736613137689257, 0.06437355, 39, 18.82855348992997, 98, 'Low Risk'),
(172297, 85, 13, '17:46.2', 36.84140078489486, 97.13093640237463, 131, 70, 59, 'Female', 83.35080710622131, 1.8542990991667452, 0.13524703064254545, 61, 24.240983441598758, 90.33333333333333, 'Low Risk'),
(172298, 68, 15, '16:46.2', 37.102718135682096, 95.33178563484314, 137, 70, 85, 'Male', 56.897671885830185, 1.623186801875958, 0.137906373, 67, 21.59521295, 92.33333333333333, 'Low Risk'),
(172299, 85, 13, '15:46.2', 36.06957762582654, 99.74909131134046, 118, 77, 20, 'Male', 61.43861188067176, 1.7268358893871656, 0.089717759, 41, 20.603417477885255, 90.66666666666667, 'Low Risk'),
(172300, 80, 12, '14:46.2', 36.29459421138684, 96.16673534927679, 131, 84, 24, 'Female', 85.04730295949471, 1.614496771597283, 0.14926349994012333, 47, 32.62767922, 99.66666666666667, 'High Risk'),
(172301, 83, 19, '13:46.2', 37.47696332287435, 99.92073772, 124, 76, 54, 'Female', 97.63039223350935, 1.9464395455242458, 0.11934536222775743, 48, 25.769334035141696, 92, 'Low Risk'),
(172302, 65, 13, '12:46.2', 36.90074471295444, 99.92439723547722, 128, 82, 34, 'Male', 62.20561013562014, 1.9467673945896968, 0.059732481692489264, 46, 16.413508577413495, 97.33333333333333, 'High Risk'),
(172303, 61, 17, '11:46.2', 37.27264251525181, 95.12009030591823, 132, 89, 86, 'Female', 52.405240200491825, 1.7994492671958537, 0.08812905, 43, 16.184358956258404, 103.33333333333333, 'High Risk'),
(172304, 84, 15, '10:46.2', 37.47331795023983, 96.36844219586084, 113, 72, 64, 'Female', 85.31236607361987, 1.8877557283249127, 0.10918437266656827, 41, 23.93979313720159, 85.66666666666667, 'Low Risk'),
(172305, 69, 14, '09:46.2', 36.390350776909244, 97.04612099511708, 120, 70, 87, 'Male', 59.70828141313909, 1.5872194114944032, 0.066798843, 50, 23.70067083276527, 86.66666666666666, 'Low Risk'),
(172306, 75, 15, '08:46.2', 36.62930395659393, 96.92752320619051, 116, 89, 51, 'Female', 97.13488563651072, 1.5370045465053308, 0.12959947132590116, 27, 41.117332212528154, 98, 'High Risk'),
(172307, 93, 17, '07:46.2', 36.094629015365115, 98.99846237817528, 112, 89, 30, 'Female', 68.44733659961062, 1.8944849449703078, 0.11523890562088258, 23, 19.071033845581496, 96.66666666666667, 'High Risk'),
(172308, 70, 13, '06:46.2', 36.58973157686331, 95.26387855851996, 111, 88, 87, 'Female', 75.32049004, 1.8314856406459297, 0.10130756980763425, 23, 22.45464021487643, 95.66666666666667, 'Low Risk'),
(172309, 91, 16, '05:46.2', 36.07536021602235, 97.29772241596001, 134, 76, 72, 'Male', 59.54665944866919, 1.532954141536226, 0.057609058, 58, 25.33956041218798, 95.33333333333333, 'High Risk'),
(172310, 73, 17, '04:46.2', 37.13702916669132, 98.22926323177646, 111, 81, 42, 'Male', 65.46768365, 1.993580780914138, 0.065939888, 30, 16.472491753433342, 91, 'High Risk'),
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(172313, 73, 18, '01:46.2', 36.26886108550346, 96.25139024604385, 110, 89, 43, 'Female', 68.14939318446969, 1.9420451471059401, 0.13796989295412038, 21, 18.06938408930421, 96, 'High Risk'),
(172314, 65, 18, '00:46.2', 36.64950396987307, 96.39154918810672, 139, 76, 37, 'Male', 55.241424265964525, 1.816842312871659, 0.12528209078894778, 63, 16.735180306308887, 97, 'High Risk'),
(172315, 98, 15, '59:46.2', 36.15500749, 98.22371114684596, 118, 88, 22, 'Female', 65.69903719022854, 1.8274909059715765, 0.054867089, 30, 19.672001829431466, 98, 'High Risk'),
(172316, 91, 14, '58:46.2', 36.40942688424309, 95.08957425524503, 126, 87, 78, 'Female', 60.585478340926954, 1.5761881752823736, 0.1269743480516462, 39, 24.386664921335395, 100, 'High Risk'),
(172317, 80, 14, '57:46.2', 36.34765341523934, 95.67366190037296, 124, 83, 53, 'Male', 79.83855393506225, 1.807479209744083, 0.13256793927738775, 41, 24.43802141679678, 96.66666666666667, 'Low Risk'),
(172318, 61, 16, '56:46.2', 37.106281842342064, 98.48398947, 113, 71, 38, 'Male', 81.47981918863513, 1.9554475847976671, 0.11080563971294759, 42, 21.308736448826586, 85, 'Low Risk'),
(172319, 98, 16, '55:46.2', 36.54487487701005, 95.94140746412587, 120, 72, 51, 'Female', 69.95185115742804, 1.9886394639087186, 0.064405704, 48, 17.68834110467325, 88, 'High Risk'),
(172320, 96, 14, '54:46.2', 37.354219243013176, 96.99452180042559, 131, 83, 45, 'Female', 95.40065522649533, 1.571259483128488, 0.091087714, 48, 38.64163855128396, 99, 'High Risk'),
(172321, 76, 16, '53:46.2', 36.73804402563295, 97.01852774, 127, 77, 48, 'Female', 53.13416968537632, 1.6045546058188143, 0.084180373, 50, 20.637871088913982, 93.66666666666666, 'Low Risk'),
(172322, 71, 12, '52:46.2', 36.72873464499908, 97.78666273023076, 119, 84, 24, 'Male', 66.26047401265532, 1.6177318648312804, 0.1461145895259981, 35, 25.31870324, 95.66666666666667, 'Low Risk'),
(172323, 74, 18, '51:46.2', 36.37854687838178, 99.84945321763352, 139, 84, 51, 'Female', 70.72080986926198, 1.7216625066173403, 0.086966682, 55, 23.858942026869165, 102.33333333333333, 'Low Risk'),
(172324, 73, 12, '50:46.2', 36.22927755105363, 98.99711045115569, 116, 70, 85, 'Male', 91.90017474515142, 1.8227200917360544, 0.077841056, 46, 27.661541316029776, 85.33333333333333, 'Low Risk'),
(172325, 67, 16, '49:46.2', 37.40379991890183, 95.28553134029913, 117, 83, 20, 'Female', 93.51065744873799, 1.6864153292761168, 0.062383173, 34, 32.88001659, 94.33333333333333, 'High Risk'),
(172326, 82, 14, '48:46.2', 36.850060478465366, 96.22341943181895, 133, 82, 76, 'Female', 58.60260849237424, 1.867200655635973, 0.075356204, 51, 16.808732478423906, 99, 'High Risk'),
(172327, 96, 14, '47:46.2', 37.03773195532677, 97.92429256409297, 135, 83, 87, 'Female', 86.58455511053793, 1.7426379147073403, 0.064672077, 52, 28.511896919706057, 100.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(172329, 71, 14, '45:46.2', 36.348021492639205, 96.80818780468353, 121, 73, 49, 'Male', 80.44905939453736, 1.9968441969582658, 0.090623114, 48, 20.17588573683253, 89, 'Low Risk'),
(172330, 61, 17, '44:46.2', 36.673937645195416, 97.87688813287848, 114, 85, 35, 'Male', 67.89569112472192, 1.6208826407794596, 0.080846694, 29, 25.842770526778068, 94.66666666666667, 'Low Risk'),
(172331, 71, 13, '43:46.2', 37.029157195811706, 99.72284873, 118, 70, 64, 'Male', 72.3132005, 1.9560602963820033, 0.080619265, 48, 18.89962152911019, 86, 'Low Risk'),
(172332, 71, 14, '42:46.2', 36.28783525434073, 98.98738824449441, 113, 74, 48, 'Male', 83.45773182441161, 1.8645324960645913, 0.071788466, 39, 24.00637930382336, 87, 'Low Risk'),
(172333, 86, 12, '41:46.2', 36.70321020443308, 99.32590667591852, 134, 79, 67, 'Male', 52.271031700546125, 1.9904871620179063, 0.11540565720545745, 55, 13.192961963539414, 97.33333333333333, 'High Risk'),
(172334, 95, 16, '40:46.2', 37.28402060578623, 98.63316280205254, 116, 73, 89, 'Male', 95.26490975189617, 1.9465444990403782, 0.12659940768113292, 43, 25.142258520716677, 87.33333333333333, 'High Risk'),
(172335, 79, 15, '39:46.2', 36.00378606442217, 98.89274745632443, 125, 86, 43, 'Male', 96.31856175908524, 1.7227155889727945, 0.081750232, 39, 32.45509028667386, 99, 'High Risk'),
(172336, 72, 15, '38:46.2', 37.45268818, 99.41545304883257, 110, 76, 20, 'Male', 86.42839792812349, 1.8924519513766354, 0.12944582199126045, 34, 24.132745856233033, 87.33333333333333, 'Low Risk'),
(172337, 87, 13, '37:46.2', 36.342532232687454, 99.26227342859815, 110, 88, 68, 'Male', 89.49855569297587, 1.5552546826214373, 0.11458933379575569, 22, 37.00095995838651, 95.33333333333333, 'High Risk'),
(172338, 73, 14, '36:46.2', 36.547512613410305, 97.45118104077923, 134, 73, 69, 'Female', 69.50584463901544, 1.872646238504652, 0.12390116785913183, 61, 19.820282495271158, 93.33333333333333, 'Low Risk'),
(172339, 64, 19, '35:46.2', 36.36024939469681, 96.47292884, 122, 88, 65, 'Male', 61.872386255017744, 1.6868408987318664, 0.12707128408259194, 34, 21.744459724453954, 99.33333333333333, 'Low Risk'),
(172340, 88, 12, '34:46.2', 37.00107133462057, 98.42749040776599, 119, 72, 73, 'Female', 61.20394995921415, 1.763830413857204, 0.1485743766731349, 47, 19.672782822506694, 87.66666666666667, 'Low Risk'),
(172341, 66, 18, '33:46.2', 37.11250175625052, 97.65571171298866, 132, 81, 45, 'Female', 85.12001818484109, 1.6397306532357832, 0.095404371, 51, 31.658233413245963, 98, 'High Risk'),
(172342, 88, 19, '32:46.2', 36.980903105862915, 99.69380217015167, 131, 82, 60, 'Female', 52.49697480320342, 1.719760377923048, 0.056908169, 49, 17.750001727103513, 98.33333333333333, 'High Risk'),
(172343, 77, 16, '31:46.2', 36.198809318040844, 98.43377068, 113, 86, 24, 'Male', 91.51598788580985, 1.7197669736551267, 0.11840926607974984, 27, 30.94266839419155, 95, 'High Risk'),
(172344, 88, 18, '30:46.2', 36.08878425407709, 98.43520409660587, 124, 84, 51, 'Female', 87.35810603017676, 1.9977229323311225, 0.1426727198925094, 40, 21.88934164543552, 97.33333333333333, 'Low Risk'),
(172345, 68, 16, '29:46.2', 36.212592274161246, 99.21672393698385, 132, 73, 55, 'Male', 55.944551342385644, 1.5703010629509846, 0.05484964, 59, 22.68777706023593, 92.66666666666666, 'Low Risk'),
(172346, 89, 17, '28:46.2', 36.00853962, 95.62387828, 133, 82, 60, 'Male', 94.76138277, 1.6902405021770721, 0.10037622274046448, 51, 33.16915294860139, 99, 'High Risk'),
(172347, 87, 14, '27:46.2', 36.90274207050806, 97.44156619046525, 119, 80, 89, 'Male', 95.35100863288065, 1.8398336653787561, 0.063415975, 39, 28.16878848365371, 93, 'Low Risk'),
(172348, 89, 17, '26:46.2', 36.25836104, 95.08645396608522, 114, 83, 21, 'Female', 51.13437502037492, 1.5004898612664814, 0.085761242, 31, 22.711552462604132, 93.33333333333333, 'Low Risk'),
(172349, 69, 18, '25:46.2', 37.252766856067296, 97.42998837426299, 111, 79, 42, 'Female', 72.80612652, 1.7851581929689155, 0.052542677, 32, 22.846228238724418, 89.66666666666667, 'Low Risk'),
(172350, 92, 18, '24:46.2', 36.80819581461334, 95.42855724691745, 138, 73, 58, 'Male', 64.19231340767745, 1.992720227793362, 0.057278386887325256, 65, 16.165545668370957, 94.66666666666666, 'High Risk'),
(172351, 70, 17, '23:46.2', 36.124763346590505, 97.93118406730076, 122, 88, 58, 'Male', 99.06597203725616, 1.892421420712133, 0.11617511624310757, 34, 27.66233233650361, 99.33333333333333, 'Low Risk'),
(172352, 72, 14, '22:46.2', 36.61709640723652, 95.81425315175345, 139, 72, 52, 'Male', 52.76585631033828, 1.7482312079762774, 0.080088282, 67, 17.26454961234255, 94.33333333333333, 'High Risk'),
(172353, 71, 14, '21:46.2', 37.21317140094792, 98.90083697241215, 110, 78, 25, 'Male', 69.63440601762578, 1.8344368007522884, 0.098588815, 32, 20.692757439054812, 88.66666666666667, 'Low Risk'),
(172354, 76, 15, '20:46.2', 37.162121561133176, 98.09286461797933, 122, 70, 54, 'Male', 92.03803856851829, 1.539416075990797, 0.10365553165021779, 52, 38.83786248778344, 87.33333333333333, 'High Risk'),
(172355, 73, 15, '19:46.2', 36.59124191621028, 98.52518973655481, 120, 72, 89, 'Male', 82.51677703034926, 1.8279932080608337, 0.051719618172922505, 48, 24.694094242851065, 88, 'Low Risk'),
(172356, 62, 15, '18:46.2', 36.175031515777896, 95.85986436156914, 122, 75, 63, 'Female', 83.12017928, 1.889509508010566, 0.092865934, 47, 23.28135794197653, 90.66666666666667, 'Low Risk'),
(172357, 84, 14, '17:46.2', 36.07066491263722, 96.10114187600193, 125, 71, 19, 'Male', 96.27704521062941, 1.6612591869874391, 0.13956510314279913, 54, 34.885741771719566, 89, 'High Risk'),
(172358, 78, 17, '16:46.2', 36.210150397664286, 97.34490135393906, 134, 80, 39, 'Male', 57.98746261667006, 1.5785854160802126, 0.1045976824933629, 54, 23.27008304182793, 98, 'Low Risk'),
(172359, 74, 18, '15:46.2', 36.23216906694422, 96.02285974139203, 118, 82, 23, 'Male', 74.42579828362267, 1.940188057451048, 0.067680402, 36, 19.771328297230433, 94, 'Low Risk'),
(172360, 62, 19, '14:46.2', 37.497420691989184, 95.87077690752604, 116, 78, 54, 'Male', 84.84710248, 1.6170563107121256, 0.098322112, 38, 32.44790999045724, 90.66666666666667, 'High Risk'),
(172361, 61, 15, '13:46.2', 36.86452577392744, 99.78808426246371, 117, 74, 18, 'Male', 67.12201066240445, 1.9649238265416442, 0.051314612, 43, 17.384952948986065, 88.33333333333333, 'High Risk'),
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(172537, 64, 16, '17:46.2', 37.240851328157476, 95.2891309, 139, 80, 43, 'Male', 96.60648742982744, 1.5110140560350551, 0.13970671457283781, 59, 42.31255815904448, 99.66666666666666, 'High Risk'),
(172538, 97, 17, '16:46.2', 36.99122579911982, 99.13856300073473, 111, 70, 60, 'Female', 54.72357781387197, 1.5946255384121772, 0.10040415166039234, 41, 21.520732701167805, 83.66666666666667, 'High Risk'),
(172539, 63, 13, '15:46.2', 36.07528227331812, 95.30386291364927, 136, 78, 87, 'Male', 95.92119549759738, 1.7045786022931937, 0.098663773, 58, 33.012659922486996, 97.33333333333333, 'High Risk'),
(172540, 89, 13, '14:46.2', 36.11762375857887, 97.88394438285935, 114, 86, 46, 'Male', 68.55389692811228, 1.9321437242633142, 0.093221215, 28, 18.363408267171085, 95.33333333333333, 'High Risk'),
(172541, 95, 15, '13:46.2', 36.93927723036931, 97.32653229988186, 130, 77, 65, 'Male', 81.77222450097943, 1.683353747288201, 0.083631185, 53, 28.857255992617365, 94.66666666666666, 'High Risk'),
(172542, 95, 15, '12:46.2', 37.19698013, 96.96074871, 115, 72, 30, 'Male', 74.12572699694795, 1.9349822780104884, 0.080194918, 43, 19.797711088119826, 86.33333333333333, 'High Risk'),
(172543, 65, 14, '11:46.2', 36.13766592840153, 95.52520702, 121, 71, 63, 'Male', 74.84834408470984, 1.7854335973077848, 0.074558975, 50, 23.479821500166015, 87.66666666666666, 'Low Risk'),
(172544, 99, 19, '10:46.2', 36.21786947, 95.98891981, 126, 80, 64, 'Female', 92.03134245, 1.587130058002373, 0.099997736, 46, 36.535135618682894, 95.33333333333333, 'High Risk'),
(172545, 73, 13, '09:46.2', 36.104849717432536, 95.14979419, 126, 70, 54, 'Female', 96.53742466180758, 1.688485987185392, 0.13526651602466883, 56, 33.86107856358582, 88.66666666666666, 'High Risk'),
(172546, 84, 14, '08:46.2', 36.29282370135386, 99.03131375798982, 114, 87, 65, 'Male', 89.95875739378499, 1.6607139195790115, 0.11836129970933273, 27, 32.61773472, 96, 'High Risk'),
(172547, 79, 12, '07:46.2', 36.369984276589946, 96.18927219832806, 132, 86, 49, 'Male', 76.44416308064649, 1.6599416949765262, 0.148127469, 46, 27.743334786595707, 101.33333333333333, 'Low Risk'),
(172548, 78, 19, '06:46.2', 36.76680079995201, 99.71197453138043, 124, 82, 77, 'Female', 81.26088321005338, 1.5798290413473113, 0.12355967165404681, 42, 32.55827238926572, 96, 'High Risk'),
(172549, 76, 16, '05:46.2', 37.24513756473342, 95.51447126, 118, 73, 46, 'Female', 96.30698066429443, 1.909142097, 0.10290315820913404, 45, 26.422947353486745, 88, 'Low Risk'),
(172550, 72, 18, '04:46.2', 36.86302985954861, 97.01502750788423, 136, 75, 85, 'Female', 62.50012811160755, 1.8784281828561706, 0.060689822, 61, 17.712983436179915, 95.33333333333333, 'High Risk'),
(172551, 74, 15, '03:46.2', 36.482553760673895, 95.13397845657448, 123, 87, 71, 'Male', 67.89166688090955, 1.7359981767097319, 0.078531312, 36, 22.527756446563153, 99, 'Low Risk'),
(172552, 95, 12, '02:46.2', 37.20314159409348, 96.12959417041192, 134, 80, 19, 'Male', 87.38399958550303, 1.6880470744512293, 0.094927397, 54, 30.66640107703241, 98, 'High Risk'),
(172553, 89, 13, '01:46.2', 36.89914614173277, 97.62449162535586, 132, 76, 71, 'Male', 71.64763712386193, 1.6394300003735491, 0.087570157, 56, 26.657297335423138, 94.66666666666666, 'Low Risk'),
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(172555, 63, 14, '59:46.2', 37.41003684694495, 98.43704863180369, 135, 78, 86, 'Male', 58.001639507630244, 1.7840247192723824, 0.13300323616710297, 57, 18.22378296261176, 97, 'High Risk'),
(172556, 95, 14, '58:46.2', 36.02653329049026, 97.37732741, 133, 76, 29, 'Male', 66.50755257403381, 1.9859847240784247, 0.060885055, 57, 16.862391146859338, 95, 'High Risk'),
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(172560, 61, 14, '54:46.2', 36.950469927790635, 97.94239788954616, 116, 70, 53, 'Male', 79.33869565129571, 1.530723366948293, 0.13321050468731083, 46, 33.86036478242696, 85.33333333333333, 'High Risk'),
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(172562, 89, 13, '52:46.2', 36.89738160865428, 99.63326181766865, 134, 76, 85, 'Female', 65.60576012870432, 1.5974699278057907, 0.10536744280779822, 58, 25.708491189733223, 95.33333333333333, 'Low Risk'),
(172563, 89, 13, '51:46.2', 36.312100804046125, 98.35517615182988, 113, 82, 60, 'Female', 53.46044433741069, 1.8328106616687896, 0.067688492, 31, 15.914659787920971, 92.33333333333333, 'High Risk'),
(172564, 72, 15, '50:46.2', 37.12027066562908, 97.21264541, 112, 88, 49, 'Female', 56.544868392741144, 1.8518425095434226, 0.11335037470481092, 24, 16.48864998832175, 96, 'High Risk'),
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(172567, 84, 19, '47:46.2', 37.35922232, 97.14440862871932, 115, 73, 53, 'Male', 70.47187450430862, 1.8861557243615765, 0.055488838347148864, 42, 19.808916967801974, 87, 'Low Risk'),
(172568, 87, 13, '46:46.2', 36.78359052732546, 96.57564462583512, 111, 89, 38, 'Female', 79.90745784284773, 1.5998528183256044, 0.097014601, 22, 31.219594145860963, 96.33333333333333, 'High Risk'),
(172569, 89, 17, '45:46.2', 36.14669381, 96.06643414985068, 127, 77, 83, 'Male', 62.76354103557951, 1.9626124297755785, 0.067017787, 50, 16.294399045873526, 93.66666666666666, 'High Risk'),
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(172574, 81, 16, '40:46.2', 37.310257767864385, 95.40218996940479, 113, 75, 38, 'Male', 75.29765359634722, 1.8875012427325382, 0.143046142, 38, 21.13522864977287, 87.66666666666667, 'Low Risk'),
(172575, 90, 18, '39:46.2', 36.169484948043745, 95.83068699940242, 114, 87, 59, 'Male', 58.08235080427865, 1.8008171653463152, 0.10737714138394809, 27, 17.91038585076873, 96, 'High Risk'),
(172576, 85, 13, '38:46.2', 37.01937638925415, 96.62166376170191, 112, 83, 40, 'Female', 84.56657462219292, 1.5299495524220341, 0.11464580718926673, 29, 36.12804972549904, 92.66666666666667, 'High Risk'),
(172577, 93, 19, '37:46.2', 37.22377530894765, 97.57252200322395, 127, 87, 42, 'Female', 91.50500556882753, 1.8770771690912293, 0.13212592989968674, 40, 25.970517100899126, 100.33333333333333, 'High Risk'),
(172578, 85, 17, '36:46.2', 37.49212941020363, 97.66744456166545, 126, 82, 55, 'Male', 68.65458712406932, 1.6237821750866763, 0.1031698753020858, 44, 26.038383576361138, 96.66666666666667, 'Low Risk'),
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(172580, 98, 17, '34:46.2', 36.02677998096398, 97.81074968549724, 120, 79, 79, 'Male', 55.640889091512335, 1.8514412746014803, 0.12776673576118058, 41, 16.232080145840307, 92.66666666666667, 'High Risk'),
(172581, 63, 16, '33:46.2', 36.46827577827912, 98.21320243442509, 132, 79, 57, 'Female', 88.02124408448476, 1.6176525006631244, 0.0825191, 53, 33.636983, 96.66666666666666, 'High Risk'),
(172582, 83, 18, '32:46.2', 36.96018903720962, 97.75718203421074, 132, 78, 74, 'Female', 61.984211776523864, 1.892365363268548, 0.059110247, 54, 17.30896509355931, 96, 'High Risk'),
(172583, 91, 17, '31:46.2', 37.431156909808266, 99.31538269307757, 113, 73, 88, 'Male', 62.991458897997106, 1.828591271703864, 0.1265081983382732, 40, 18.838589463495364, 86.33333333333333, 'High Risk'),
(172584, 70, 12, '30:46.2', 36.86828340191204, 95.76566127258242, 139, 70, 42, 'Male', 74.40146266826932, 1.9644752203400149, 0.053746822078032525, 69, 19.279171354860583, 93, 'Low Risk'),
(172585, 62, 18, '29:46.2', 37.15851963843642, 97.78988738189229, 124, 76, 46, 'Male', 63.77907834789759, 1.6190621319852665, 0.081698134, 48, 24.33050978557271, 92, 'Low Risk'),
(172586, 91, 19, '28:46.2', 36.71919163136653, 97.13413419, 116, 87, 36, 'Male', 67.24313347626696, 1.9006554044012474, 0.10098559212571566, 29, 18.614062735087593, 96.66666666666667, 'High Risk'),
(172587, 88, 16, '27:46.2', 36.79649152986096, 98.37616110895623, 131, 80, 31, 'Female', 59.71174782, 1.684277767949459, 0.11191139648585266, 51, 21.04904280758493, 97, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(172589, 73, 16, '25:46.2', 37.21707178736827, 98.92151732728887, 115, 70, 37, 'Female', 72.32782066780464, 1.7882776071469766, 0.13967603679013457, 45, 22.61702628480772, 85, 'Low Risk'),
(172590, 82, 17, '24:46.2', 36.239276418967435, 99.60280322023723, 119, 78, 73, 'Female', 67.67241399265191, 1.8261029721927065, 0.064040706, 41, 20.293695615772194, 91.66666666666667, 'Low Risk'),
(172591, 69, 17, '23:46.2', 36.26002186159798, 96.61799538041825, 138, 75, 29, 'Female', 90.98340880902441, 1.8011831253855457, 0.065024789, 63, 28.044420159678076, 96, 'Low Risk'),
(172592, 70, 16, '22:46.2', 36.144638247007784, 95.03694013287304, 130, 73, 42, 'Male', 52.46025727912102, 1.8954752422764813, 0.058611450487230966, 57, 14.601389414616913, 92, 'High Risk'),
(172593, 64, 14, '21:46.2', 37.421154008626885, 96.75652933815837, 138, 76, 71, 'Female', 89.02131397183044, 1.6750286852898117, 0.1281119172514961, 62, 31.728497205760455, 96.66666666666666, 'High Risk'),
(172594, 75, 18, '20:46.2', 37.48554827269989, 96.48702147727579, 110, 76, 78, 'Female', 92.52527855097665, 1.9393944118245545, 0.086745403, 34, 24.599604309654058, 87.33333333333333, 'Low Risk'),
(172595, 66, 19, '19:46.2', 36.38137733312898, 98.96547059001601, 126, 78, 51, 'Male', 58.46146787805888, 1.6738641401363175, 0.10669785879286628, 48, 20.86552443828697, 94, 'Low Risk'),
(172596, 98, 18, '18:46.2', 36.91482718408958, 99.59306453620749, 125, 82, 75, 'Male', 87.32736779374162, 1.5128047412472683, 0.09000742, 43, 38.15791322348523, 96.33333333333333, 'High Risk'),
(172597, 91, 16, '17:46.2', 37.18687520333973, 99.83036585609601, 113, 78, 77, 'Male', 53.54467980817882, 1.7248605825929326, 0.12711601019730806, 35, 17.997340390705798, 89.66666666666667, 'High Risk'),
(172598, 85, 17, '16:46.2', 36.994364947835315, 96.73034197962734, 113, 88, 43, 'Female', 94.76012994, 1.6929954609130238, 0.051918044, 25, 33.06085342210169, 96.33333333333333, 'High Risk'),
(172599, 67, 17, '15:46.2', 36.38827694, 97.20008781271432, 113, 87, 87, 'Male', 81.74124444797552, 1.7142276547567268, 0.097717021, 26, 27.816613171008832, 95.66666666666667, 'Low Risk'),
(172600, 78, 15, '14:46.2', 36.66333329006457, 99.75724448006655, 111, 75, 35, 'Male', 76.03940039113975, 1.5888763783890751, 0.081313014, 36, 30.12024267487805, 87, 'High Risk'),
(172601, 62, 15, '13:46.2', 37.40540394110918, 97.24839719, 137, 87, 68, 'Male', 74.42363365437384, 1.6960830658900954, 0.13023338249649097, 50, 25.87120361536356, 103.66666666666666, 'Low Risk'),
(172602, 99, 16, '12:46.2', 36.09450160971871, 97.05562048615016, 130, 73, 35, 'Male', 57.92407824174009, 1.5302059850594634, 0.11706365021713051, 57, 24.73770116868463, 92, 'High Risk'),
(172603, 78, 12, '11:46.2', 36.137551195061796, 98.75252211833725, 124, 82, 68, 'Male', 60.23044312, 1.8064003291268258, 0.074506484, 42, 18.458144896763333, 96, 'High Risk'),
(172604, 60, 19, '10:46.2', 36.43583184279598, 98.82309894755886, 123, 82, 72, 'Male', 86.40135553, 1.784134701856042, 0.095507278, 41, 27.143464278520526, 95.66666666666667, 'Low Risk'),
(172605, 80, 18, '09:46.2', 37.27098338, 97.26585397852926, 138, 88, 21, 'Female', 80.06480141950159, 1.9961535308174787, 0.097302561, 50, 20.09341473326733, 104.66666666666666, 'Low Risk'),
(172606, 74, 17, '08:46.2', 36.32894589956217, 96.12462529, 128, 77, 74, 'Male', 62.227367232648625, 1.9364128183059026, 0.12668267707828088, 51, 16.595316105085473, 94, 'High Risk'),
(172607, 64, 16, '07:46.2', 37.29653241, 99.43402249725482, 137, 80, 85, 'Male', 88.08343542222696, 1.5174690711516226, 0.1450667074577785, 57, 38.25203535, 99, 'High Risk'),
(172608, 79, 16, '06:46.2', 36.58882342, 97.23991375740856, 113, 78, 68, 'Female', 65.66662207701138, 1.5594655628685314, 0.09753807, 35, 27.001823795899224, 89.66666666666667, 'Low Risk'),
(172609, 60, 13, '05:46.2', 36.518130461900434, 98.15396601076112, 122, 74, 22, 'Male', 87.70360341356312, 1.5389424876553854, 0.1226905920786069, 48, 37.03161539990837, 90, 'High Risk'),
(172610, 76, 19, '04:46.2', 36.938936089306516, 99.41183626102823, 111, 84, 42, 'Male', 66.29574089261064, 1.9569515533594546, 0.10579949054360155, 27, 17.31113247324771, 93, 'High Risk'),
(172611, 74, 13, '03:46.2', 36.40260979934365, 97.69653167473432, 118, 83, 28, 'Male', 69.35268831761948, 1.7930168854842548, 0.11753351420928349, 35, 21.572205128576957, 94.66666666666667, 'Low Risk'),
(172612, 68, 15, '02:46.2', 37.259472361738126, 96.62015566738454, 112, 88, 28, 'Female', 56.333922932443166, 1.6266479479981362, 0.058469419, 24, 21.290352694043065, 96, 'Low Risk'),
(172613, 69, 12, '01:46.2', 37.47372924, 95.09375391789507, 111, 74, 73, 'Female', 91.79288268355695, 1.6092750513732628, 0.065923341, 37, 35.44446715056162, 86.33333333333333, 'High Risk'),
(172614, 80, 18, '00:46.2', 36.474989930468155, 95.06554275051803, 113, 79, 39, 'Female', 58.601918215388096, 1.5485789856769547, 0.11376840449784541, 34, 24.436843577603188, 90.33333333333333, 'Low Risk'),
(172615, 62, 14, '59:46.2', 36.13208338943904, 95.70552252321647, 130, 87, 60, 'Female', 75.25734348442478, 1.6992080880871372, 0.11117076859126929, 43, 26.064881261046665, 101.33333333333333, 'Low Risk'),
(172616, 66, 12, '58:46.2', 37.07418444, 97.06926729270131, 139, 75, 36, 'Female', 70.57575896398923, 1.5843680195625767, 0.056619393, 64, 28.11534532083833, 96.33333333333333, 'Low Risk'),
(172617, 72, 16, '57:46.2', 37.26307856425318, 97.11871783021948, 120, 72, 54, 'Female', 68.57668671998823, 1.5513581472866993, 0.13041028637170787, 48, 28.49393024082102, 88, 'Low Risk'),
(172618, 94, 16, '56:46.2', 37.14118581, 96.45600402684921, 125, 82, 48, 'Female', 55.30414483615795, 1.524820453174566, 0.14742374375650413, 43, 23.78593697275493, 96.33333333333333, 'High Risk'),
(172619, 78, 18, '55:46.2', 36.582483135823416, 97.70120913951942, 129, 79, 40, 'Male', 89.06586767874573, 1.9637393796146272, 0.10125000782942781, 50, 23.096363423219337, 95.66666666666666, 'Low Risk'),
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(172794, 93, 12, '00:46.2', 36.45826008, 97.32725722873684, 112, 70, 70, 'Female', 91.43255598373834, 1.6466420240513115, 0.060916129, 42, 33.72115728182283, 84, 'High Risk'),
(172795, 73, 18, '59:46.2', 36.966902987918836, 99.46639497863355, 134, 73, 49, 'Female', 88.55095946020779, 1.9581526409418375, 0.094470893, 61, 23.094054469050356, 93.33333333333333, 'Low Risk'),
(172796, 63, 12, '58:46.2', 36.699137515497384, 99.82769455619977, 110, 77, 34, 'Male', 84.62525142471677, 1.798533641, 0.071259769, 33, 26.161512037037387, 88, 'Low Risk'),
(172797, 82, 13, '57:46.2', 37.252432378391674, 97.66067083496027, 130, 78, 73, 'Male', 99.56961875703031, 1.7746495101735613, 0.12589853215242933, 52, 31.615616664268256, 95.33333333333333, 'High Risk'),
(172798, 82, 17, '56:46.2', 36.52281144969883, 98.79043314563559, 128, 71, 46, 'Female', 71.45351499786848, 1.955828195030887, 0.089146857, 57, 18.67936862236396, 90, 'Low Risk'),
(172799, 77, 18, '55:46.2', 36.97377008969728, 99.87043466560546, 123, 77, 29, 'Male', 58.38417737338635, 1.5920764088665322, 0.072101248, 46, 23.033893327751716, 92.33333333333333, 'Low Risk'),
(172800, 63, 13, '54:46.2', 36.08363068325084, 98.93945980706971, 119, 84, 43, 'Female', 91.36848565, 1.9517808476521032, 0.09348565, 35, 23.98470177361026, 95.66666666666667, 'Low Risk'),
(172801, 92, 17, '53:46.2', 37.06639267, 95.23447376367702, 128, 84, 64, 'Male', 77.79162499321743, 1.8222744970285873, 0.070771771, 44, 23.42638353098157, 98.66666666666667, 'High Risk'),
(172802, 61, 13, '52:46.2', 36.20760113, 95.83137095720811, 114, 73, 32, 'Female', 53.12767398395846, 1.6068125030748241, 0.13949273558548175, 41, 20.577395143118206, 86.66666666666667, 'Low Risk'),
(172803, 74, 17, '51:46.2', 36.89467998, 95.01627087471603, 136, 79, 85, 'Male', 86.79051465652516, 1.9515973342174786, 0.09150989, 57, 22.787245499608904, 98, 'Low Risk'),
(172804, 85, 17, '50:46.2', 36.98405560238435, 97.81213936088605, 132, 84, 33, 'Male', 61.360994140659656, 1.5080980696898834, 0.12295701077855921, 48, 26.979457898326192, 100, 'Low Risk'),
(172805, 68, 14, '49:46.2', 36.00174656898512, 98.70791941127275, 122, 85, 26, 'Female', 87.6911821, 1.7526456545813018, 0.087694159, 37, 28.547473840493492, 97.33333333333333, 'Low Risk'),
(172806, 73, 16, '48:46.2', 37.18897682366405, 98.67061558431885, 122, 77, 32, 'Female', 98.35640989885155, 1.832308239429374, 0.10314554595846237, 45, 29.295815992971598, 92, 'Low Risk'),
(172807, 75, 13, '47:46.2', 36.40555503979184, 97.12003899, 135, 78, 68, 'Female', 72.14381298870109, 1.8251839318427703, 0.084711744, 57, 21.656377773023017, 97, 'Low Risk'),
(172808, 88, 19, '46:46.2', 36.404453736285554, 98.46720160949158, 120, 72, 66, 'Female', 78.38352728, 1.5419998224562177, 0.10956119320037086, 48, 32.96523344357376, 88, 'High Risk'),
(172809, 88, 13, '45:46.2', 37.369207645523126, 96.77676069865676, 121, 83, 57, 'Female', 80.69194553913482, 1.8627251102809117, 0.11743205628934368, 38, 23.255873080628024, 95.66666666666667, 'Low Risk'),
(172810, 65, 18, '44:46.2', 36.95403893037064, 96.76471000103638, 110, 85, 18, 'Female', 68.00449011526642, 1.8274431385971277, 0.077161941, 25, 20.363378955710935, 93.33333333333333, 'Low Risk'),
(172811, 74, 19, '43:46.2', 36.57519480007064, 99.31500333040465, 119, 82, 76, 'Female', 81.42820700932393, 1.770662925299909, 0.070628742, 37, 25.97186184820186, 94.33333333333333, 'Low Risk'),
(172812, 62, 17, '42:46.2', 36.86457820392096, 98.05639966429648, 132, 86, 22, 'Male', 92.43432239909654, 1.7740831619644397, 0.076543097, 46, 29.36873996535942, 101.33333333333333, 'Low Risk'),
(172813, 88, 12, '41:46.2', 36.75492081597011, 98.05261505675357, 112, 81, 65, 'Female', 76.40481809818054, 1.609404677132007, 0.11368437526208976, 31, 29.497840833343403, 91.33333333333333, 'Low Risk'),
(172814, 96, 16, '40:46.2', 37.093039862408666, 98.42456397942323, 115, 70, 62, 'Female', 88.01366916, 1.9951921705030051, 0.077056112, 45, 22.10958865531355, 85, 'High Risk'),
(172815, 70, 13, '39:46.2', 37.36522523239999, 99.33295134, 138, 86, 18, 'Female', 56.87489855491208, 1.7992154972635765, 0.1314637676487268, 52, 17.56929232, 103.33333333333333, 'High Risk'),
(172816, 72, 14, '38:46.2', 37.38560508053744, 97.91409841494783, 139, 82, 62, 'Male', 78.45949279608604, 1.876447301555044, 0.069632029, 57, 22.28295339981932, 101, 'Low Risk'),
(172817, 76, 15, '37:46.2', 36.09124812081513, 96.57014242768025, 115, 77, 39, 'Female', 67.67726081316235, 1.8429561285859646, 0.12104781706954705, 38, 19.925662897284596, 89.66666666666667, 'Low Risk'),
(172818, 74, 12, '36:46.2', 36.89898667565539, 97.72876479656881, 135, 73, 28, 'Male', 64.83668167, 1.804046384999657, 0.12448057656382457, 62, 19.921653408565074, 93.66666666666666, 'Low Risk'),
(172819, 78, 12, '35:46.2', 37.20614724586049, 98.21767378881654, 123, 71, 20, 'Male', 88.38769146886642, 1.566529220684227, 0.10436575140131807, 52, 36.01760165146926, 88.33333333333333, 'High Risk'),
(172820, 85, 14, '34:46.2', 36.36006351031781, 95.18884275810474, 121, 78, 48, 'Female', 52.602861511637194, 1.610124576872379, 0.14513328399071151, 43, 20.290390787206707, 92.33333333333333, 'Low Risk'),
(172821, 63, 15, '33:46.2', 36.13598914424919, 98.45823605424404, 116, 86, 50, 'Male', 65.98549480290767, 1.624107812720806, 0.13030411834873717, 30, 25.01605175, 96, 'Low Risk'),
(172822, 71, 12, '32:46.2', 37.30203454798756, 97.40568045903215, 134, 81, 18, 'Male', 85.91982835387634, 1.5691190245384867, 0.071557546, 53, 34.89648022654251, 98.66666666666666, 'High Risk'),
(172823, 97, 12, '31:46.2', 36.86009127405325, 98.25890502961794, 138, 83, 39, 'Male', 84.51127134091712, 1.7353671405171043, 0.14291138030383801, 55, 28.062857795081598, 101.33333333333333, 'High Risk'),
(172824, 96, 12, '30:46.2', 36.190283427535505, 96.52048117738832, 115, 75, 37, 'Female', 55.476807452878504, 1.5149679608795765, 0.1167530079258711, 40, 24.171553537047348, 88.33333333333333, 'High Risk'),
(172825, 88, 14, '29:46.2', 36.00214976510883, 95.4985524, 118, 83, 20, 'Male', 93.70362898, 1.6024452737808386, 0.10988219214848724, 35, 36.49135564538508, 94.66666666666667, 'High Risk'),
(172826, 80, 15, '28:46.2', 36.69162183759689, 98.04721255801968, 110, 78, 82, 'Male', 81.49122062373048, 1.5062783337789263, 0.065222888, 32, 35.917025617665715, 88.66666666666667, 'High Risk'),
(172827, 71, 19, '27:46.2', 36.737498365534236, 97.23148218169213, 127, 88, 52, 'Female', 91.53616089528073, 1.773967693444974, 0.10463532535106077, 39, 29.08715739349193, 101, 'Low Risk'),
(172828, 75, 15, '26:46.2', 37.147782418895034, 99.08202786372996, 126, 70, 58, 'Female', 54.872108127276654, 1.8418971360405845, 0.1414356392196818, 56, 16.17412892, 88.66666666666666, 'High Risk'),
(172829, 82, 18, '25:46.2', 37.10070864929597, 96.36554325458391, 136, 79, 27, 'Male', 97.01625632, 1.8409035707156567, 0.089866059, 57, 28.627434637286566, 98, 'Low Risk'),
(172830, 79, 16, '24:46.2', 36.96330969163441, 96.31871301385956, 135, 79, 55, 'Male', 57.126689730910854, 1.748483327784974, 0.138196299, 56, 18.68598810253458, 97.66666666666666, 'Low Risk'),
(172831, 65, 13, '23:46.2', 36.32004787416672, 95.64723992201266, 135, 72, 60, 'Female', 52.16875701891765, 1.566517562484324, 0.057757976, 63, 21.258859069621565, 93, 'Low Risk'),
(172832, 75, 19, '22:46.2', 36.87159399349999, 99.80287680040037, 115, 76, 29, 'Male', 57.89250553, 1.5026981131903687, 0.1477305143243126, 39, 25.63768832690225, 89, 'Low Risk'),
(172833, 95, 17, '21:46.2', 37.17176857983564, 95.09127039123017, 122, 77, 28, 'Male', 92.42979219819281, 1.5338734581588809, 0.11606302198770539, 45, 39.28555668016415, 92, 'High Risk'),
(172834, 83, 16, '20:46.2', 36.48253689, 96.49643916673507, 129, 80, 26, 'Male', 88.46721687807735, 1.883924252522314, 0.13510527397709476, 49, 24.92616645, 96.33333333333333, 'Low Risk'),
(172835, 71, 12, '19:46.2', 36.050615362502185, 99.85425171691469, 122, 86, 23, 'Female', 81.64691744424438, 1.708894419356117, 0.13058910648542538, 36, 27.95820787713943, 98, 'Low Risk'),
(172836, 68, 19, '18:46.2', 37.13253464522341, 95.36744134941532, 110, 87, 85, 'Male', 81.45368986141135, 1.6807000712042441, 0.10654604695250841, 23, 28.835688524238115, 94.66666666666667, 'Low Risk'),
(172837, 84, 13, '17:46.2', 36.34873404436142, 95.16381604779656, 118, 86, 61, 'Female', 62.93447204056061, 1.9726889420559126, 0.1413139646583298, 32, 16.17228450737506, 96.66666666666667, 'High Risk'),
(172838, 76, 13, '16:46.2', 36.28643397799053, 97.93131939925998, 139, 87, 29, 'Female', 59.37221975860836, 1.6096483835476176, 0.074794023, 52, 22.91507329406564, 104.33333333333333, 'Low Risk'),
(172839, 72, 18, '15:46.2', 37.259923734088694, 98.45696361, 130, 79, 60, 'Female', 93.70631991680497, 1.627233585451211, 0.055030138, 51, 35.38906461146648, 96, 'High Risk'),
(172840, 83, 18, '14:46.2', 36.43993654572606, 95.38089616390856, 136, 70, 53, 'Female', 78.37454996895435, 1.8650278717535913, 0.07801365, 66, 22.53224201, 92, 'Low Risk'),
(172841, 90, 17, '13:46.2', 36.457688732238005, 97.87910819754515, 120, 89, 32, 'Female', 92.38716693606817, 1.876224547088185, 0.11118204485121769, 31, 26.244724750767816, 99.33333333333333, 'Low Risk'),
(172842, 84, 13, '12:46.2', 36.21380324111762, 95.98731386, 121, 75, 49, 'Male', 98.93663423080426, 1.554986633, 0.13617724716369534, 46, 40.917002597912976, 90.33333333333333, 'High Risk'),
(172843, 98, 16, '11:46.2', 36.00441752972409, 99.88757352, 111, 81, 69, 'Male', 94.81599498625337, 1.8827752790368786, 0.077919055, 30, 26.747588436773405, 91, 'High Risk'),
(172844, 72, 16, '10:46.2', 36.07958626361656, 95.67724234907122, 127, 75, 67, 'Male', 63.82766400327201, 1.5855328228150536, 0.055441893, 52, 25.38975301787967, 92.33333333333333, 'Low Risk'),
(172845, 95, 19, '09:46.2', 36.07284562701436, 96.67638559859392, 124, 86, 45, 'Female', 88.72080765154578, 1.7139703430754925, 0.078715681, 38, 30.200830132616936, 98.66666666666667, 'High Risk'),
(172846, 95, 19, '08:46.2', 37.006776767004276, 99.61637880923887, 128, 81, 42, 'Male', 87.35564871, 1.8387229513674024, 0.08659806, 47, 25.83797055806406, 96.66666666666667, 'High Risk'),
(172847, 61, 15, '07:46.2', 36.35683881113116, 95.52761511445026, 131, 78, 50, 'Male', 67.93052181499364, 1.9985484212607247, 0.11084553629595453, 53, 17.00730894287849, 95.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(172849, 83, 17, '05:46.2', 36.69871813594663, 95.29427309883538, 129, 74, 44, 'Male', 54.68184161733598, 1.6111919272928423, 0.1135314984560954, 55, 21.06437502261386, 92.33333333333333, 'Low Risk'),
(172850, 99, 16, '04:46.2', 36.87184421743272, 99.52762827706644, 126, 87, 66, 'Male', 55.59181119379112, 1.884541402551837, 0.14340818361819346, 39, 15.653067476421407, 100, 'High Risk'),
(172851, 69, 13, '03:46.2', 36.842838190548264, 95.82465037867638, 127, 83, 84, 'Male', 91.86132374995813, 1.5182940551937336, 0.13992686218300615, 44, 39.849320130854586, 97.66666666666667, 'High Risk'),
(172852, 70, 18, '02:46.2', 36.17956847662906, 97.38757083055324, 113, 72, 57, 'Female', 90.41591685780917, 1.519169479216659, 0.1395422705106798, 41, 39.17711372604132, 85.66666666666667, 'High Risk'),
(172853, 97, 17, '01:46.2', 36.04177508354526, 96.10711908426862, 133, 86, 58, 'Female', 61.99788557601556, 1.9162163686752731, 0.14846861214292578, 47, 16.88448376759944, 101.66666666666667, 'High Risk'),
(172854, 97, 18, '00:46.2', 36.278942547165364, 97.26034703415093, 139, 77, 22, 'Female', 97.98857534572731, 1.691701710584707, 0.10067941523108184, 62, 34.23953568043006, 97.66666666666666, 'High Risk'),
(172855, 88, 15, '59:46.2', 37.43343246749754, 99.99830713649779, 127, 89, 19, 'Female', 72.20223245018846, 1.6185365751554617, 0.1261045998743146, 38, 27.561673907954628, 101.66666666666667, 'Low Risk'),
(172856, 84, 13, '58:46.2', 37.41661476129185, 99.75813021499651, 131, 80, 18, 'Female', 83.59577492, 1.9373913876421645, 0.12116773387847742, 51, 22.271506681438723, 97, 'Low Risk'),
(172857, 65, 14, '57:46.2', 36.30246634323626, 95.10586482331138, 132, 86, 83, 'Male', 54.31305953039396, 1.924433414933226, 0.14551701720659876, 46, 14.66555454657595, 101.33333333333333, 'High Risk'),
(172858, 89, 18, '56:46.2', 36.28087549642275, 95.98404472169575, 110, 87, 83, 'Male', 81.04270431675712, 1.571824212056359, 0.082595118, 23, 32.802426877021574, 94.66666666666667, 'High Risk'),
(172859, 67, 12, '55:46.2', 37.42238687854758, 96.34062486129503, 120, 85, 25, 'Female', 62.14815950225909, 1.5846886572073164, 0.13752704041846578, 35, 24.748015134594855, 96.66666666666667, 'Low Risk'),
(172860, 61, 15, '54:46.2', 37.365896710877195, 96.63690563274395, 126, 74, 27, 'Female', 71.10385402, 1.8099028732291322, 0.076308498, 52, 21.70614013, 91.33333333333333, 'Low Risk'),
(172861, 89, 17, '53:46.2', 37.36596147427252, 97.48560413764216, 124, 81, 50, 'Male', 80.27805535568606, 1.7080351231416318, 0.10525822121118458, 43, 27.517137220930344, 95.33333333333333, 'Low Risk'),
(172862, 77, 14, '52:46.2', 36.21671747, 96.64082500881966, 111, 78, 84, 'Male', 77.96432428003159, 1.5128120077173681, 0.061715561059416946, 33, 34.06638052307515, 89, 'High Risk'),
(172863, 79, 19, '51:46.2', 36.46254585136105, 95.26350823140393, 115, 88, 35, 'Female', 78.61604955, 1.9475614274551611, 0.073935748, 27, 20.726639212588996, 97, 'Low Risk'),
(172864, 92, 18, '50:46.2', 36.050537117668185, 96.64346625407784, 138, 71, 66, 'Male', 71.91916259, 1.947832978, 0.14695547274749274, 67, 18.955759632386552, 93.33333333333333, 'High Risk'),
(172865, 92, 19, '49:46.2', 36.36861365412108, 97.20839798952139, 118, 87, 61, 'Male', 73.81970039427719, 1.5501856349555907, 0.12007817416824025, 31, 30.718843543437607, 97.33333333333333, 'High Risk'),
(172866, 90, 15, '48:46.2', 37.29221754647316, 95.06264369436079, 125, 86, 50, 'Female', 80.49818633307493, 1.9248109264436097, 0.1007782880809531, 39, 21.727509322060268, 99, 'Low Risk'),
(172867, 79, 18, '47:46.2', 36.21574426, 98.08703329901581, 114, 89, 33, 'Female', 72.71497580802153, 1.8337810964435428, 0.12868208304037665, 25, 21.623643912138917, 97.33333333333333, 'Low Risk'),
(172868, 93, 14, '46:46.2', 36.97947515721661, 95.82241593701269, 133, 74, 66, 'Male', 59.37585850526463, 1.9442966150952519, 0.0875228, 59, 15.706696858832538, 93.66666666666666, 'High Risk'),
(172869, 74, 13, '45:46.2', 36.8496656, 97.58950773819669, 126, 88, 76, 'Male', 68.79001937116251, 1.7865064277276355, 0.055817472, 38, 21.553423656403268, 100.66666666666667, 'Low Risk'),
(172870, 68, 16, '44:46.2', 37.358955988078264, 96.13493400252067, 121, 72, 62, 'Male', 82.13444060569682, 1.804644974068251, 0.07306353, 49, 25.219806548723874, 88.33333333333333, 'Low Risk'),
(172871, 83, 16, '43:46.2', 37.410042862229304, 96.56335626239807, 129, 80, 24, 'Male', 65.22656014690337, 1.8887100165552992, 0.073589724, 49, 18.284955537534554, 96.33333333333333, 'High Risk'),
(172872, 79, 15, '42:46.2', 36.62769780097912, 97.79408553165395, 118, 76, 67, 'Female', 73.09727388633718, 1.608399603854949, 0.14837590166057812, 42, 28.256168101533383, 90, 'Low Risk'),
(172873, 83, 12, '41:46.2', 36.66982850857409, 95.11051048302016, 113, 86, 70, 'Male', 95.37312381405198, 1.663880303880443, 0.065402544, 27, 34.44941456794056, 95, 'High Risk'),
(172874, 84, 17, '40:46.2', 36.69926582173097, 98.65385814867318, 137, 72, 27, 'Male', 86.76359863854115, 1.6352699809612146, 0.11135242529050751, 65, 32.44581054247975, 93.66666666666666, 'High Risk'),
(172875, 82, 17, '39:46.2', 37.149690470852065, 99.01366022945287, 123, 73, 30, 'Male', 59.59181387020786, 1.924549814, 0.06420846, 50, 16.08897183549056, 89.66666666666666, 'High Risk'),
(172876, 84, 18, '38:46.2', 37.47336291208902, 97.67229883998327, 114, 71, 32, 'Male', 89.81211223771118, 1.9313141931098905, 0.12574580494431997, 43, 24.078478803687428, 85.33333333333333, 'Low Risk'),
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(173051, 64, 15, '43:46.2', 36.017349476008896, 96.23373941955161, 130, 72, 79, 'Female', 59.19824303002163, 1.657864948733476, 0.1433248623103503, 58, 21.538255180497735, 91.33333333333333, 'Low Risk'),
(173052, 91, 19, '42:46.2', 36.49586742042177, 99.23610114764833, 121, 71, 28, 'Female', 55.57480147857503, 1.9025018446163755, 0.055031032499982896, 50, 15.354219573694369, 87.66666666666666, 'High Risk'),
(173053, 86, 18, '41:46.2', 36.191957585293245, 95.44127243198494, 127, 77, 51, 'Female', 65.61323471547765, 1.720135698721299, 0.14380371847293988, 50, 22.17512266090626, 93.66666666666666, 'Low Risk'),
(173054, 63, 19, '40:46.2', 36.06467087062783, 97.99544548560283, 127, 85, 43, 'Male', 72.72281811398668, 1.7609345244134302, 0.060861881, 42, 23.45223750284104, 99, 'Low Risk'),
(173055, 68, 13, '39:46.2', 36.38292008930365, 98.37592725, 118, 73, 24, 'Female', 79.93991208619727, 1.5069907547451473, 0.076838461, 45, 35.199985970259405, 88, 'High Risk'),
(173056, 74, 18, '38:46.2', 36.12421134, 95.22459331647623, 118, 86, 89, 'Female', 95.97638252698025, 1.9358604581381573, 0.12363812066735831, 32, 25.61039511280366, 96.66666666666667, 'Low Risk'),
(173057, 87, 12, '37:46.2', 36.78297198216415, 98.31113342090443, 133, 87, 66, 'Female', 79.83929137941513, 1.662361774836039, 0.065234502, 46, 28.89120033816966, 102.33333333333333, 'Low Risk'),
(173058, 63, 16, '36:46.2', 36.90857894634269, 95.27864707711385, 129, 87, 38, 'Female', 90.79109848325442, 1.5538639611195302, 0.098561452, 42, 37.60254869211696, 101, 'High Risk'),
(173059, 87, 13, '35:46.2', 36.277718655668735, 96.95088856901967, 126, 75, 38, 'Male', 62.63797004105105, 1.788358732062487, 0.10009183023197071, 51, 19.585217350523845, 92, 'Low Risk'),
(173060, 96, 19, '34:46.2', 36.32798321450601, 99.14396389545124, 123, 75, 60, 'Male', 51.01066435123223, 1.5798858115699699, 0.1253498592952902, 48, 20.436644107596933, 91, 'High Risk'),
(173061, 68, 14, '33:46.2', 36.64840068875771, 98.29803876965232, 139, 78, 20, 'Male', 55.66508298145454, 1.7009914432460502, 0.059667329, 61, 19.238827602464227, 98.33333333333333, 'Low Risk'),
(173062, 93, 19, '32:46.2', 36.09682676955752, 97.03762672520386, 138, 88, 76, 'Female', 95.65950519436036, 1.5066497728999944, 0.12325528243547708, 50, 42.140871145859485, 104.66666666666666, 'High Risk'),
(173063, 65, 16, '31:46.2', 37.404353375645485, 98.71808960388356, 110, 78, 46, 'Female', 54.17179658161079, 1.8829216216905107, 0.11852782233069194, 32, 15.279486321328628, 88.66666666666667, 'High Risk'),
(173064, 96, 18, '30:46.2', 36.51714865218542, 97.44994129961806, 122, 83, 36, 'Male', 55.65312173743487, 1.7450834436234315, 0.075881293, 39, 18.2749894, 96, 'High Risk'),
(173065, 77, 17, '29:46.2', 36.81734884348404, 96.93539262265917, 112, 77, 75, 'Female', 74.49169079845204, 1.6086430713199662, 0.080171565, 35, 28.78647229139217, 88.66666666666667, 'Low Risk'),
(173066, 98, 19, '28:46.2', 36.38378618093398, 97.61655078, 129, 77, 86, 'Male', 96.04781308633284, 1.7756458435719809, 0.089742054, 52, 30.463148155950933, 94.33333333333333, 'High Risk'),
(173067, 74, 14, '27:46.2', 36.63820310538138, 98.84781162, 117, 87, 25, 'Female', 89.10259587754172, 1.764791642737236, 0.14193053687153157, 30, 28.609052837740663, 97, 'Low Risk'),
(173068, 79, 12, '26:46.2', 36.34759463666221, 99.30644813740102, 114, 80, 73, 'Female', 66.61862447054301, 1.9843642511142763, 0.089384558, 34, 16.918150040141587, 91.33333333333333, 'High Risk'),
(173069, 78, 18, '25:46.2', 37.317995196302654, 99.52742328762882, 110, 78, 41, 'Male', 55.33494017973146, 1.7326981069751837, 0.058547682, 32, 18.431201324381597, 88.66666666666667, 'High Risk'),
(173070, 94, 13, '24:46.2', 36.50166776309497, 97.23120356457812, 133, 79, 77, 'Female', 98.34433373, 1.975499028391691, 0.10612882229438711, 54, 25.199719203190337, 97, 'High Risk'),
(173071, 99, 13, '23:46.2', 37.47889978256315, 97.76047859994353, 136, 88, 85, 'Female', 83.76165231052774, 1.8904032430503392, 0.10836772601828376, 48, 23.438851550950403, 104, 'High Risk'),
(173072, 96, 19, '22:46.2', 36.61271307580397, 97.24905473892143, 122, 71, 56, 'Female', 70.82185156481336, 1.7976803120318066, 0.088582713, 51, 21.91504428190168, 88, 'High Risk'),
(173073, 96, 16, '21:46.2', 36.92287391, 98.14881978047246, 118, 84, 72, 'Female', 68.54982500287343, 1.8727990501753802, 0.14762852354193357, 34, 19.54447412673448, 95.33333333333333, 'High Risk'),
(173074, 60, 17, '20:46.2', 36.80567698617458, 98.16884696387893, 138, 85, 36, 'Female', 81.71594478, 1.5673077220618137, 0.092089461, 53, 33.26582201740998, 102.66666666666666, 'High Risk'),
(173075, 97, 13, '19:46.2', 37.08990492042928, 98.11121888392782, 114, 76, 45, 'Male', 52.735122380106894, 1.7340281958552222, 0.14045857427017494, 38, 17.53830620575997, 88.66666666666667, 'High Risk'),
(173076, 73, 16, '18:46.2', 36.93424452603374, 97.36981611693034, 121, 76, 75, 'Male', 77.56706907749928, 1.518757037231778, 0.11079408067948493, 45, 33.62797958647375, 91, 'High Risk'),
(173077, 69, 19, '17:46.2', 36.57027260116458, 95.9816208, 113, 85, 64, 'Female', 66.68133597008345, 1.8673618668349579, 0.13218761387477757, 28, 19.12261672814385, 94.33333333333333, 'Low Risk'),
(173078, 85, 16, '16:46.2', 36.93013262128134, 99.12403936503728, 120, 82, 70, 'Male', 63.334383451242154, 1.8801721622666172, 0.078109845, 38, 17.916134355693707, 94.66666666666667, 'High Risk'),
(173079, 86, 14, '15:46.2', 37.28694749090647, 96.59924184343913, 128, 77, 40, 'Male', 80.60344517671103, 1.7206695759203636, 0.10601670381683279, 51, 27.224420579533447, 94, 'Low Risk'),
(173080, 69, 12, '14:46.2', 36.80540404120898, 99.20297418340864, 111, 79, 65, 'Male', 73.35715726986524, 1.7522421060298894, 0.05632296, 32, 23.89209698346271, 89.66666666666667, 'Low Risk'),
(173081, 88, 17, '13:46.2', 37.44285420216186, 96.21878445928415, 129, 71, 57, 'Female', 97.61122448, 1.6710148240875204, 0.06786443, 58, 34.957402535343505, 90.33333333333333, 'High Risk'),
(173082, 84, 18, '12:46.2', 36.077072458313474, 99.88973690673173, 126, 72, 59, 'Female', 76.83419266614449, 1.8573649903165261, 0.12142043575873639, 54, 22.27204123, 90, 'Low Risk'),
(173083, 89, 17, '11:46.2', 36.95556059213601, 97.36410450859897, 110, 76, 68, 'Female', 92.40184087434334, 1.9759480828332545, 0.111378353, 34, 23.66625635500097, 87.33333333333333, 'Low Risk'),
(173084, 84, 17, '10:46.2', 36.45161632481214, 95.95742688219008, 115, 82, 28, 'Female', 70.48439548314498, 1.8205976026243764, 0.076263273, 33, 21.264983315119043, 93, 'Low Risk'),
(173085, 72, 13, '09:46.2', 36.63910365139702, 98.44411961681384, 128, 86, 18, 'Female', 63.447462659607226, 1.6453567721689937, 0.14004319603246307, 42, 23.436572199634593, 100, 'Low Risk'),
(173086, 77, 16, '08:46.2', 37.36766141457651, 96.55760523346832, 136, 88, 51, 'Male', 67.65103882394433, 1.9125184716161154, 0.071695441, 48, 18.49537720952226, 104, 'High Risk'),
(173087, 91, 19, '07:46.2', 36.906567998882785, 98.45136316504956, 112, 73, 73, 'Female', 67.22436487948318, 1.6763216665164924, 0.1213282948732742, 39, 23.92279899025002, 86, 'High Risk'),
(173088, 72, 18, '06:46.2', 36.20259574113701, 96.85509410689632, 132, 86, 70, 'Female', 67.23833872483027, 1.9484050916394753, 0.093528441, 46, 17.711627223748103, 101.33333333333333, 'High Risk'),
(173089, 94, 12, '05:46.2', 36.04256106095749, 95.52760409, 121, 75, 22, 'Male', 92.62879638122988, 1.5530149207548822, 0.14355895483810627, 46, 38.405618565935576, 90.33333333333333, 'High Risk'),
(173090, 73, 14, '04:46.2', 36.75661809063969, 99.89207334567156, 124, 78, 35, 'Male', 54.38924056375392, 1.7678316130937728, 0.088874666, 46, 17.403283827141085, 93.33333333333333, 'High Risk'),
(173091, 91, 12, '03:46.2', 36.19521135, 95.21972279172778, 125, 77, 50, 'Female', 60.69397962, 1.6224978295990624, 0.13826620454344826, 48, 23.055649725547834, 93, 'High Risk'),
(173092, 74, 13, '02:46.2', 37.20047267278602, 96.20270346452745, 124, 79, 32, 'Female', 90.76385635989216, 1.775497300541916, 0.0756304, 45, 28.79207116990213, 94, 'Low Risk'),
(173093, 99, 13, '01:46.2', 37.18059792580662, 96.80250300097988, 115, 79, 81, 'Male', 63.11494003572488, 1.553332820218889, 0.10436782312610648, 36, 26.157915765657194, 91, 'High Risk'),
(173094, 65, 15, '00:46.2', 36.928085812673814, 96.51327417472552, 126, 72, 54, 'Female', 68.12457624544157, 1.8365927670937179, 0.093842919, 54, 20.196591180851232, 90, 'Low Risk'),
(173095, 89, 19, '59:46.2', 37.09903779029125, 98.35057246277567, 134, 77, 88, 'Male', 57.42910669245704, 1.717906745064147, 0.1189847685525099, 57, 19.45955439654191, 96, 'Low Risk'),
(173096, 79, 18, '58:46.2', 36.65560685021703, 98.19632083585583, 137, 74, 81, 'Male', 61.73419843579176, 1.5447652377582837, 0.14512868013405816, 63, 25.87026264703182, 95, 'Low Risk'),
(173097, 67, 12, '57:46.2', 37.09059212937602, 97.79066670303104, 118, 82, 20, 'Male', 68.16748046743196, 1.548494146578721, 0.1373200654367819, 36, 28.42877238351233, 94, 'Low Risk'),
(173098, 89, 13, '56:46.2', 36.98732892669899, 97.10440410185824, 132, 70, 55, 'Male', 71.61537209503835, 1.73061815, 0.059108932511270744, 62, 23.911330633807236, 90.66666666666666, 'Low Risk'),
(173099, 73, 18, '55:46.2', 36.82013965418134, 97.81093897869624, 118, 70, 79, 'Female', 89.71891902928353, 1.7597026247739054, 0.1000658844220495, 48, 28.973800718546837, 86, 'Low Risk'),
(173100, 70, 18, '54:46.2', 37.152910162298724, 99.06672720889084, 130, 72, 87, 'Male', 61.21613987229925, 1.6982830941122058, 0.10750818985100305, 58, 21.224905629326468, 91.33333333333333, 'Low Risk'),
(173101, 72, 13, '53:46.2', 36.09451134125796, 95.86821505444084, 125, 87, 89, 'Male', 80.23097062, 1.8745829820211222, 0.10910919008611805, 38, 22.83140858513513, 99.66666666666667, 'Low Risk'),
(173102, 63, 17, '52:46.2', 37.42788773963778, 96.79087415921077, 133, 86, 76, 'Male', 87.81286330843426, 1.6568189575988066, 0.11158388869285873, 47, 31.989542425203346, 101.66666666666667, 'High Risk'),
(173103, 86, 16, '51:46.2', 37.398539888727804, 97.34745008572133, 126, 72, 44, 'Female', 71.96973754982247, 1.869118649599945, 0.083921438, 54, 20.60042486446175, 90, 'Low Risk'),
(173104, 63, 14, '50:46.2', 36.98137208548926, 98.67452523097458, 121, 72, 56, 'Male', 64.16426585320636, 1.8585141381936416, 0.065038081, 49, 18.57639730863652, 88.33333333333333, 'Low Risk'),
(173105, 69, 12, '49:46.2', 37.06345548298446, 95.26253061135125, 126, 75, 39, 'Female', 88.97364501756445, 1.9328108307708383, 0.11510328804215712, 51, 23.816760074633752, 92, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(173106, 99, 12, '48:46.2', 37.23449379210748, 95.48385187676814, 133, 83, 26, 'Female', 73.04140504020185, 1.8864942241490499, 0.093160754, 50, 20.5238182, 99.66666666666666, 'High Risk'),
(173107, 97, 12, '47:46.2', 36.44820208, 96.33467212834879, 132, 86, 66, 'Male', 77.18367286713743, 1.973784335779943, 0.12341538110678994, 46, 19.81189625028716, 101.33333333333333, 'High Risk'),
(173108, 73, 18, '46:46.2', 36.042496195747255, 99.28183114636802, 129, 88, 65, 'Male', 89.02296897999688, 1.6386308283472262, 0.1030112137516912, 41, 33.15429762798044, 101.66666666666667, 'High Risk'),
(173109, 64, 13, '45:46.2', 36.90200973741878, 97.43122454619527, 134, 88, 79, 'Male', 68.88477966186699, 1.5281901337802581, 0.11471054615785044, 46, 29.496364446314775, 103.33333333333333, 'Low Risk'),
(173110, 90, 13, '44:46.2', 37.16879159235696, 98.52365344968213, 130, 77, 19, 'Male', 50.20055275779063, 1.7230690048211783, 0.10983739345712118, 53, 16.908425124856418, 94.66666666666666, 'High Risk'),
(173111, 97, 18, '43:46.2', 36.62041435238184, 99.72862640437073, 130, 89, 68, 'Female', 71.08796984713439, 1.5798539655554493, 0.1210001800032624, 41, 28.481458318140064, 102.66666666666667, 'High Risk'),
(173112, 67, 14, '42:46.2', 36.06149362302685, 95.24302352, 138, 74, 30, 'Male', 87.02164156003465, 1.6729294517558744, 0.14516342724703352, 64, 31.093672331173167, 95.33333333333333, 'High Risk'),
(173113, 78, 14, '41:46.2', 37.162311275343214, 98.71668331052697, 139, 85, 34, 'Female', 95.27551462080318, 1.9369087868439276, 0.097545601, 54, 25.395862355341627, 103, 'Low Risk'),
(173114, 96, 17, '40:46.2', 36.70550672, 96.09232007932007, 134, 71, 43, 'Female', 60.11295870749392, 1.9366141453405035, 0.1275276153380807, 63, 16.02809488368455, 92, 'High Risk'),
(173115, 99, 16, '39:46.2', 36.59185807280941, 97.71685013803415, 129, 78, 29, 'Female', 86.40851322459747, 1.939068431, 0.14287487515966985, 51, 22.981070808196467, 95, 'High Risk'),
(173116, 65, 13, '38:46.2', 37.230659691631274, 98.77527637089382, 121, 81, 72, 'Female', 71.56370686803866, 1.5942580784327371, 0.1444948219484391, 40, 28.156299455562714, 94.33333333333333, 'Low Risk'),
(173117, 68, 17, '37:46.2', 36.71131211719858, 99.93162222776093, 119, 71, 65, 'Female', 85.81121744, 1.625477419350415, 0.08383829, 48, 32.47746937656485, 87, 'High Risk'),
(173118, 75, 17, '36:46.2', 36.38515849737899, 99.13342157757894, 124, 80, 29, 'Female', 56.18477966949408, 1.8482395232445163, 0.082331375, 44, 16.44758638, 94.66666666666667, 'High Risk'),
(173119, 85, 19, '35:46.2', 36.34975560758375, 98.90707596661602, 135, 88, 80, 'Female', 96.57166450908751, 1.9256690171300526, 0.056102807676368716, 47, 26.042725367422168, 103.66666666666667, 'Low Risk'),
(173120, 93, 17, '34:46.2', 36.83066056604286, 95.61034852270896, 125, 79, 66, 'Male', 94.68943374031025, 1.7196414736271746, 0.087282517, 46, 32.02032222536723, 94.33333333333333, 'High Risk'),
(173121, 86, 13, '33:46.2', 36.669483236890486, 96.02591088739209, 134, 80, 79, 'Male', 91.71167573588706, 1.850173527958121, 0.13326927152482226, 54, 26.791664937433474, 98, 'Low Risk'),
(173122, 94, 13, '32:46.2', 36.58814865870663, 98.96302052293895, 115, 72, 69, 'Male', 92.37804257667126, 1.5197231381220107, 0.075309562, 43, 39.998140733295834, 86.33333333333333, 'High Risk'),
(173123, 70, 16, '31:46.2', 37.18996714409817, 96.64238294114638, 130, 81, 56, 'Female', 86.41905501397466, 1.9088524749294518, 0.099406837, 49, 23.71727462, 97.33333333333333, 'Low Risk'),
(173124, 78, 14, '30:46.2', 37.43334350285928, 97.08612629488874, 133, 77, 84, 'Male', 99.79540915252682, 1.5232074138626746, 0.051352639541805516, 56, 43.01228089424859, 95.66666666666666, 'High Risk'),
(173125, 82, 19, '29:46.2', 37.11625119800739, 97.63362844482072, 117, 82, 67, 'Female', 83.02904193, 1.7726442696674745, 0.075312432, 35, 26.423287153935114, 93.66666666666667, 'Low Risk'),
(173126, 78, 17, '28:46.2', 37.06757749365886, 98.42110180235755, 110, 74, 68, 'Female', 56.04057441561041, 1.6579978631562737, 0.054327819, 36, 20.38612323296163, 86, 'Low Risk'),
(173127, 75, 19, '27:46.2', 36.850976712985826, 99.09277607, 135, 82, 26, 'Female', 70.87943814123255, 1.9062039038084602, 0.070700984, 53, 19.506599035906355, 99.66666666666666, 'Low Risk'),
(173128, 78, 19, '26:46.2', 36.76084773932183, 96.07368738328466, 110, 80, 60, 'Male', 80.64908836564125, 1.7567114776713375, 0.071423349, 30, 26.133560613046733, 90, 'Low Risk'),
(173129, 76, 17, '25:46.2', 37.47743463508983, 98.94542856, 136, 75, 19, 'Female', 94.53690114674322, 1.5732034676694866, 0.1337819174334357, 61, 38.19720384009246, 95.33333333333333, 'High Risk'),
(173130, 95, 14, '24:46.2', 37.13772113078699, 97.76174636, 113, 77, 62, 'Male', 51.84217649, 1.9697037472197167, 0.12728226820071198, 36, 13.362305724015147, 89, 'High Risk'),
(173131, 72, 16, '23:46.2', 37.292424235815986, 99.83719731061335, 110, 84, 44, 'Female', 84.48595120779663, 1.8171825285494785, 0.14717959516727652, 26, 25.585116147291732, 92.66666666666667, 'Low Risk'),
(173132, 81, 12, '22:46.2', 36.25905919480349, 97.24514722, 132, 80, 84, 'Male', 62.93055529145623, 1.665594893144307, 0.12033912185552871, 52, 22.684165269563696, 97.33333333333333, 'Low Risk'),
(173133, 97, 17, '21:46.2', 37.356275507408945, 96.04256768271769, 129, 75, 55, 'Male', 96.13005216506366, 1.7799449557484914, 0.092816712, 54, 30.342127837937124, 93, 'High Risk'),
(173134, 96, 12, '20:46.2', 37.46452352363718, 97.55126875302422, 120, 81, 87, 'Male', 60.339600469622525, 1.6862188738168957, 0.054687688095304755, 39, 21.22142476081227, 94, 'High Risk'),
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(173311, 76, 19, '23:46.2', 36.32569545459614, 96.78364314748808, 112, 73, 71, 'Female', 89.38615926852263, 1.5908572258871723, 0.05114318, 39, 35.31895676769016, 86, 'High Risk'),
(173312, 64, 14, '22:46.2', 36.62455908, 96.93477193, 118, 71, 85, 'Female', 63.21394415178551, 1.86946406, 0.12272595197131438, 47, 18.087504313028614, 86.66666666666667, 'High Risk'),
(173313, 91, 17, '21:46.2', 36.903652569065635, 96.89849535517081, 129, 70, 20, 'Female', 55.58079437615995, 1.6536565372580008, 0.066676228, 59, 20.325167129980386, 89.66666666666666, 'High Risk'),
(173314, 64, 18, '20:46.2', 36.74979802477903, 99.18571098, 124, 76, 56, 'Male', 58.64444821239819, 1.569909189678032, 0.065108264, 48, 23.794568909291286, 92, 'Low Risk'),
(173315, 96, 17, '19:46.2', 36.98120916666156, 98.05510738777257, 123, 75, 65, 'Male', 85.29600003388651, 1.9859601287081443, 0.1468921879821491, 48, 21.626568500294127, 91, 'High Risk'),
(173316, 89, 13, '18:46.2', 36.48397037004251, 95.96037496717945, 135, 86, 63, 'Male', 89.99990058625166, 1.9568088796791743, 0.1311305093364001, 49, 23.504185651904226, 102.33333333333333, 'Low Risk'),
(173317, 90, 14, '17:46.2', 36.649517037218686, 96.7268571, 114, 89, 89, 'Female', 80.37188237, 1.7555852584297116, 0.13119145179136932, 25, 26.07715984394741, 97.33333333333333, 'Low Risk'),
(173318, 79, 15, '16:46.2', 36.08851157120536, 97.8029205, 115, 74, 81, 'Male', 84.24066675055042, 1.8594605690409116, 0.094373578, 41, 24.363958378472876, 87.66666666666667, 'Low Risk'),
(173319, 73, 19, '15:46.2', 37.42800833134048, 95.04237366379948, 124, 86, 35, 'Male', 95.20510892473331, 1.772482188160048, 0.095756009, 38, 30.303758410445422, 98.66666666666667, 'High Risk'),
(173320, 76, 14, '14:46.2', 37.472688894812634, 99.47758617, 135, 75, 62, 'Female', 73.06496329760878, 1.555469424619768, 0.13561944205233256, 60, 30.198558512990804, 95, 'High Risk'),
(173321, 70, 19, '13:46.2', 36.80699854640202, 98.62955950750865, 128, 76, 79, 'Female', 90.81872808655768, 1.5815072825637435, 0.12237229734016952, 52, 36.310566374161674, 93.33333333333333, 'High Risk'),
(173322, 62, 17, '12:46.2', 37.09351375, 99.37580818, 134, 85, 38, 'Male', 74.67991176, 1.6526415484786443, 0.092518158, 49, 27.34301886814162, 101.33333333333333, 'Low Risk'),
(173323, 97, 12, '11:46.2', 36.33477427912082, 95.00614657, 110, 75, 86, 'Female', 70.95212841, 1.7260839615329462, 0.087769701, 35, 23.8145069, 86.66666666666667, 'High Risk'),
(173324, 81, 16, '10:46.2', 37.47386099048225, 96.5128198, 119, 77, 77, 'Female', 63.08906378476848, 1.7449516717873175, 0.084725025, 42, 20.71988192702458, 91, 'Low Risk'),
(173325, 68, 15, '09:46.2', 36.62750454408153, 95.16797526, 112, 81, 19, 'Female', 76.12386811423572, 1.8984452223006132, 0.065970636, 31, 21.121497546622702, 91.33333333333333, 'Low Risk'),
(173326, 86, 14, '08:46.2', 36.29302725014909, 97.85856606911531, 121, 87, 42, 'Male', 78.18654581085802, 1.935434165447518, 0.079056213, 34, 20.87253608368359, 98.33333333333333, 'Low Risk'),
(173327, 99, 17, '07:46.2', 36.878747255846015, 97.71044344861033, 110, 81, 43, 'Male', 59.103977017471195, 1.7627658876883716, 0.053082771, 29, 19.02074089805718, 90.66666666666667, 'High Risk'),
(173328, 82, 12, '06:46.2', 37.123109743663804, 96.01375943338068, 116, 89, 72, 'Male', 83.60082882819073, 1.5771875794158359, 0.14584745188616005, 27, 33.60809425634638, 98, 'High Risk'),
(173329, 66, 13, '05:46.2', 37.13114778884236, 97.31800519705637, 136, 76, 59, 'Female', 88.85767305978784, 1.520310145735142, 0.067898401, 60, 38.444175267896014, 96, 'High Risk'),
(173330, 77, 15, '04:46.2', 37.353308145374875, 97.02367540166784, 129, 72, 62, 'Male', 92.57013137557652, 1.8449500209222696, 0.065696541, 57, 27.19578934678128, 91, 'Low Risk'),
(173331, 98, 18, '03:46.2', 37.16521687236044, 96.37212569425009, 130, 84, 49, 'Male', 62.68661220229979, 1.515658084591463, 0.092342846, 46, 27.288038487039415, 99.33333333333333, 'High Risk'),
(173332, 80, 12, '02:46.2', 37.203097651902205, 95.77404265, 121, 73, 25, 'Male', 51.742154715971246, 1.5885798684943915, 0.13993872407304986, 48, 20.503424390914397, 89, 'Low Risk'),
(173333, 88, 17, '01:46.2', 36.13668958354046, 96.74716679809521, 138, 74, 63, 'Female', 65.63040767393352, 1.8537002463440249, 0.1411982924131855, 64, 19.09967980689593, 95.33333333333333, 'Low Risk'),
(173334, 92, 16, '00:46.2', 36.42575439, 98.61687133658081, 124, 75, 45, 'Female', 61.19900262, 1.951719193726215, 0.10919343894045716, 49, 16.066070860820453, 91.33333333333333, 'High Risk'),
(173335, 70, 13, '59:46.2', 36.31750971003075, 99.00744690937826, 115, 70, 89, 'Female', 70.17974382, 1.9526144156207499, 0.06491032, 45, 18.406821298128015, 85, 'High Risk'),
(173336, 83, 19, '58:46.2', 36.31211998443845, 95.95900329691634, 115, 78, 54, 'Male', 53.522253028127096, 1.7184772016298202, 0.088817967, 37, 18.123698845047493, 90.33333333333333, 'High Risk'),
(173337, 91, 14, '57:46.2', 36.00700070843759, 97.84291575113168, 127, 71, 62, 'Female', 65.70972867344477, 1.5075453698200212, 0.10117763744981176, 56, 28.912716084930384, 89.66666666666666, 'High Risk'),
(173338, 64, 13, '56:46.2', 36.90195617722187, 96.60539604474602, 110, 80, 83, 'Male', 92.74730720420834, 1.889976383443392, 0.1308616925787589, 30, 25.965013605905256, 90, 'Low Risk'),
(173339, 89, 13, '55:46.2', 36.76383403388966, 99.39739447972826, 134, 87, 69, 'Female', 54.957437681699105, 1.9822350533663367, 0.098464221, 47, 13.986729392031402, 102.66666666666667, 'High Risk'),
(173340, 87, 12, '54:46.2', 37.13151679635474, 95.31572045667104, 115, 86, 42, 'Female', 62.97346171160079, 1.5731135731398087, 0.1292814981222663, 29, 25.447048118958023, 95.66666666666667, 'Low Risk'),
(173341, 60, 15, '53:46.2', 36.391128693657045, 98.63053463449806, 111, 71, 19, 'Male', 64.14882846055937, 1.7917913420404032, 0.10257134710806896, 40, 19.98084550783368, 84.33333333333333, 'Low Risk'),
(173342, 69, 12, '52:46.2', 36.12344700877682, 99.55314994601973, 127, 71, 73, 'Female', 69.16816894, 1.5378061515131705, 0.058120047, 56, 29.248465849212465, 89.66666666666666, 'Low Risk'),
(173343, 73, 16, '51:46.2', 36.49543218119011, 95.98727651028658, 121, 76, 21, 'Female', 69.52279791531541, 1.86466596, 0.069448623, 45, 19.99517255876094, 91, 'Low Risk'),
(173344, 79, 13, '50:46.2', 36.357248102793655, 98.18698736329627, 139, 87, 48, 'Male', 65.08087376307901, 1.9101838641792022, 0.11491577473797508, 52, 17.83622863567091, 104.33333333333333, 'High Risk'),
(173345, 85, 16, '49:46.2', 37.036282703327835, 97.21547914698783, 114, 71, 36, 'Male', 87.28676286213664, 1.6731845125554003, 0.051722701, 43, 31.17889471490392, 85.33333333333333, 'High Risk'),
(173346, 60, 15, '48:46.2', 36.47572451756049, 97.57564324546593, 134, 88, 80, 'Female', 92.71785127445662, 1.50083393, 0.060707429070812904, 46, 41.16215268557917, 103.33333333333333, 'High Risk'),
(173347, 72, 18, '47:46.2', 36.55504340234985, 96.31816611949851, 110, 86, 81, 'Female', 57.649050454278296, 1.5508110933231718, 0.1377413699637726, 24, 23.970349175990993, 94, 'Low Risk'),
(173348, 82, 12, '46:46.2', 36.437390297295416, 99.12719030883414, 117, 87, 31, 'Female', 83.57589423, 1.6934522104299288, 0.071859131, 30, 29.14305940222692, 97, 'Low Risk'),
(173349, 90, 19, '45:46.2', 37.22949474344435, 98.26762826, 127, 80, 78, 'Female', 82.39988865262191, 1.9456729771192278, 0.084115478, 47, 21.76641627, 95.66666666666667, 'Low Risk'),
(173350, 74, 17, '44:46.2', 37.27596909311156, 96.21610889218715, 116, 79, 87, 'Male', 95.84526145776734, 1.6468198042750684, 0.063756497, 37, 35.34097153848224, 91.33333333333333, 'High Risk'),
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(173352, 63, 13, '42:46.2', 36.913532079848004, 98.44441708, 137, 84, 88, 'Female', 54.02506703, 1.555452088749881, 0.087669665, 53, 22.329656253770118, 101.66666666666666, 'Low Risk'),
(173353, 80, 18, '41:46.2', 36.63113212264386, 99.33721211, 127, 85, 89, 'Female', 89.59734417344433, 1.7892564023981041, 0.12191723451453693, 42, 27.98658943923373, 99, 'Low Risk'),
(173354, 73, 19, '40:46.2', 37.31328970083725, 99.54189246258429, 116, 81, 20, 'Male', 55.300678118622656, 1.9119489168914858, 0.13691194509073695, 35, 15.127873610765217, 92.66666666666667, 'High Risk'),
(173355, 98, 16, '39:46.2', 36.20706577423795, 95.87817793919537, 131, 88, 25, 'Male', 67.29578668529048, 1.587974663112588, 0.11233906135400133, 43, 26.687060294258263, 102.33333333333333, 'High Risk'),
(173356, 69, 13, '38:46.2', 37.46867412240343, 96.65444155108537, 132, 70, 87, 'Male', 67.05088911034076, 1.8770342236148536, 0.10428469497106022, 62, 19.030936443123192, 90.66666666666666, 'Low Risk'),
(173357, 90, 17, '37:46.2', 37.35136635497893, 97.74003204084833, 111, 71, 46, 'Male', 86.53915197764661, 1.8490535410805422, 0.093612571, 40, 25.311253976317193, 84.33333333333333, 'Low Risk'),
(173358, 83, 13, '36:46.2', 36.38230704119867, 96.19187197266005, 117, 87, 55, 'Female', 87.92849136008095, 1.9873901753228929, 0.084632241, 30, 22.26195726253489, 97, 'Low Risk'),
(173359, 91, 14, '35:46.2', 37.416892593791246, 97.42582745143211, 117, 83, 80, 'Female', 97.17412996992397, 1.7715456302224952, 0.059184206372922016, 34, 30.96320975390643, 94.33333333333333, 'High Risk'),
(173360, 98, 18, '34:46.2', 37.144629118976994, 95.27959887318863, 121, 82, 51, 'Female', 95.68167201376201, 1.8726151007453409, 0.1009876044471428, 39, 27.285487243119636, 95, 'High Risk'),
(173361, 71, 15, '33:46.2', 36.39596621907235, 97.96929131488409, 114, 82, 59, 'Male', 83.00827251332964, 1.5382176531304146, 0.054791213, 32, 35.08211707311741, 92.66666666666667, 'High Risk'),
(173362, 68, 13, '32:46.2', 36.12461419, 96.50531856, 119, 76, 38, 'Female', 78.05479435383585, 1.6589749880483837, 0.083256563, 43, 28.360893381476558, 90.33333333333333, 'Low Risk'),
(173363, 63, 12, '31:46.2', 36.80212378459727, 99.21392115293702, 132, 76, 70, 'Male', 84.56335297736268, 1.979542820688775, 0.086433557, 56, 21.580047350663826, 94.66666666666666, 'Low Risk'),
(173364, 83, 15, '30:46.2', 37.081222052063914, 95.97694138, 118, 76, 49, 'Male', 52.75591614, 1.8646511592348294, 0.070403434, 42, 15.173157929520347, 90, 'High Risk'),
(173365, 78, 18, '29:46.2', 36.54607994599309, 99.55907549671275, 132, 75, 47, 'Female', 96.05773305368147, 1.8345245745047163, 0.084437137, 57, 28.542056771721064, 94, 'Low Risk'),
(173366, 66, 15, '28:46.2', 36.24963097569914, 97.13824148823812, 129, 70, 58, 'Male', 84.35085896021474, 1.5406603585856107, 0.12697143929195204, 59, 35.53658519358852, 89.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(173367, 94, 19, '27:46.2', 37.49350405063683, 97.54110640466666, 116, 71, 76, 'Male', 69.99913449, 1.7363701582610516, 0.089856466, 45, 23.217103825348946, 86, 'High Risk'),
(173368, 94, 12, '26:46.2', 36.736181556313014, 99.99262708496987, 133, 87, 34, 'Female', 73.11545479831801, 1.6033489621988233, 0.13759989921716353, 46, 28.441537882074623, 102.33333333333333, 'High Risk'),
(173369, 69, 17, '25:46.2', 36.29229492968192, 96.21342158098855, 118, 82, 39, 'Female', 94.66678873, 1.806900060061257, 0.078846448, 36, 28.99541844850113, 94, 'Low Risk'),
(173370, 86, 13, '24:46.2', 36.166550712618665, 96.03949226168157, 120, 74, 26, 'Female', 57.895279705982766, 1.9252778261751708, 0.1348323337777485, 46, 15.619111976399527, 89.33333333333333, 'High Risk'),
(173371, 80, 15, '23:46.2', 36.82161695374138, 97.27887047, 112, 87, 65, 'Female', 99.840959, 1.8455494195104318, 0.1481485194379076, 25, 29.31280545752531, 95.33333333333333, 'Low Risk'),
(173372, 96, 17, '22:46.2', 36.038731710267164, 98.89912117809355, 137, 73, 59, 'Female', 53.50213660348675, 1.9392934824445482, 0.10628802297005627, 64, 14.226040806383264, 94.33333333333333, 'High Risk'),
(173373, 74, 18, '21:46.2', 36.16809570156454, 99.31121156155538, 117, 70, 89, 'Male', 85.78071392, 1.5675020190437814, 0.078997055, 47, 34.91189627528113, 85.66666666666667, 'High Risk'),
(173374, 65, 14, '20:46.2', 37.240373169314886, 98.35274299393821, 112, 75, 18, 'Female', 94.04894878652709, 1.7596665171214407, 0.1217606683086027, 37, 30.37338568668511, 87.33333333333333, 'High Risk'),
(173375, 89, 12, '19:46.2', 36.747281893705875, 97.82364474, 115, 88, 50, 'Male', 57.93572436651701, 1.8493147127589356, 0.12413451280653226, 27, 16.940444111245203, 97, 'High Risk'),
(173376, 99, 15, '18:46.2', 36.71827476716085, 98.89795896045138, 137, 76, 89, 'Male', 63.80113748548209, 1.7754094730994663, 0.13726848059966087, 61, 20.240971622516934, 96.33333333333333, 'High Risk'),
(173377, 99, 13, '17:46.2', 36.82207566382204, 97.56395327317964, 130, 77, 33, 'Female', 90.25459403539847, 1.5571421581055513, 0.1272051916441131, 53, 37.22312160962159, 94.66666666666666, 'High Risk'),
(173378, 81, 13, '16:46.2', 36.49427489195543, 95.42121921775856, 120, 73, 63, 'Female', 81.62201828129608, 1.5789114571887175, 0.062865404, 47, 32.74098773468125, 88.66666666666667, 'High Risk'),
(173379, 74, 16, '15:46.2', 36.14114453311618, 96.66591067110342, 137, 88, 45, 'Male', 56.52861658923377, 1.786741355678629, 0.11805707528319467, 49, 17.706999618002882, 104.33333333333333, 'High Risk'),
(173380, 69, 14, '14:46.2', 36.230995381432685, 96.66710054160093, 123, 84, 63, 'Female', 52.359329703921766, 1.779851381474212, 0.11206456619380453, 39, 16.528239531651984, 97, 'High Risk'),
(173381, 88, 16, '13:46.2', 36.316196951889204, 95.98318221270893, 134, 84, 69, 'Female', 96.11296661, 1.8229780071296946, 0.14144708820200297, 50, 28.921387467563807, 100.66666666666666, 'Low Risk'),
(173382, 97, 17, '12:46.2', 36.580714519723315, 98.43534737931856, 131, 75, 57, 'Female', 64.41664860845714, 1.7869968257133217, 0.11483770240956685, 56, 20.17207453, 93.66666666666666, 'High Risk'),
(173383, 77, 16, '11:46.2', 36.17919950893829, 96.17646374406014, 127, 88, 85, 'Male', 90.16269305826214, 1.5010422815397872, 0.072533429, 39, 40.01667717972816, 101, 'High Risk'),
(173384, 88, 16, '10:46.2', 36.21854069907847, 95.26542468394845, 127, 73, 84, 'Female', 55.088617621600996, 1.6503550696668179, 0.11725433235853894, 54, 20.225864397266548, 91, 'Low Risk'),
(173385, 88, 12, '09:46.2', 36.23837561142808, 99.16799589152072, 127, 80, 82, 'Male', 50.351893601860496, 1.8156186331685982, 0.097250796, 47, 15.274483919146045, 95.66666666666667, 'High Risk'),
(173386, 91, 15, '08:46.2', 36.57579791104064, 99.31026312451512, 131, 70, 42, 'Male', 77.20518600194211, 1.7061503074285207, 0.1347906823527517, 61, 26.52234354124509, 90.33333333333333, 'High Risk'),
(173387, 95, 14, '07:46.2', 36.12009915436352, 97.74903885838914, 135, 72, 48, 'Female', 69.20860649828376, 1.7813558041929352, 0.13766300488509423, 63, 21.81015532716845, 93, 'High Risk'),
(173388, 89, 12, '06:46.2', 36.362870809899576, 96.75672566990265, 124, 80, 77, 'Male', 66.19684368558094, 1.8804281313087037, 0.075837393, 44, 18.720774118357497, 94.66666666666667, 'Low Risk'),
(173389, 81, 12, '05:46.2', 36.275995813241074, 96.68795019, 135, 79, 85, 'Female', 60.814250709304176, 1.7185176969677105, 0.11666253084809032, 56, 20.591943721727137, 97.66666666666666, 'Low Risk'),
(173390, 95, 16, '04:46.2', 36.105619544223444, 95.30371962389438, 119, 73, 59, 'Male', 98.50314180715444, 1.6787442874451766, 0.11859299040949657, 46, 34.952720737412065, 88.33333333333333, 'High Risk'),
(173391, 72, 12, '03:46.2', 36.41428050853919, 98.90660921594088, 110, 88, 71, 'Male', 60.32511749680507, 1.721104194603408, 0.14524347640473678, 22, 20.36497355053613, 95.33333333333333, 'Low Risk'),
(173392, 81, 13, '02:46.2', 36.66491822838857, 97.21668041374349, 137, 74, 19, 'Male', 70.36393769451118, 1.7540125157747826, 0.093945713, 63, 22.870979228730345, 95, 'Low Risk'),
(173393, 67, 13, '01:46.2', 36.838641992636916, 98.51001554174692, 139, 83, 76, 'Male', 83.27976468531932, 1.9114932420139277, 0.083879998, 56, 22.792604545272223, 101.66666666666666, 'Low Risk'),
(173394, 86, 19, '00:46.2', 36.745409963310784, 99.04213581301232, 126, 73, 86, 'Male', 86.84420444970841, 1.749863707474247, 0.1490117741242593, 53, 28.361708778483425, 90.66666666666666, 'Low Risk'),
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(173569, 72, 16, '05:46.2', 36.064539850309004, 97.57148210144041, 133, 83, 27, 'Female', 79.27177532679777, 1.9650444406350744, 0.083163106, 50, 20.529285346425773, 99.66666666666666, 'Low Risk'),
(173570, 66, 16, '04:46.2', 37.32785095856249, 99.05245654591647, 138, 80, 35, 'Male', 50.01504652271932, 1.5436096370326824, 0.11728812502355207, 58, 20.99064165349603, 99.33333333333333, 'Low Risk'),
(173571, 99, 18, '03:46.2', 37.20796965666756, 98.15532311082654, 120, 76, 88, 'Male', 87.39530306950275, 1.8910045888917784, 0.066542044, 44, 24.440097113547875, 90.66666666666667, 'High Risk'),
(173572, 81, 15, '02:46.2', 36.88918570567046, 97.40894188998736, 138, 86, 42, 'Male', 77.95245851420096, 1.6238276251338375, 0.12682277588904134, 52, 29.563099548086797, 103.33333333333333, 'Low Risk'),
(173573, 76, 15, '01:46.2', 36.139431483274585, 96.14495274590882, 111, 88, 86, 'Female', 57.517519308505285, 1.7734298929387147, 0.1423969430071261, 23, 18.288247799574933, 95.66666666666667, 'High Risk'),
(173574, 94, 19, '00:46.2', 36.663870341433714, 99.62718404, 131, 73, 31, 'Female', 85.89696473922032, 1.5353950155822593, 0.094235702, 58, 36.43657651379195, 92.33333333333333, 'High Risk'),
(173575, 95, 14, '59:46.2', 37.11382036645462, 96.30130791156505, 138, 73, 28, 'Female', 89.86311117848761, 1.6655275943072796, 0.12985829632148715, 65, 32.394985171352836, 94.66666666666666, 'High Risk'),
(173576, 91, 16, '58:46.2', 36.41259736811037, 95.63512297098369, 121, 87, 70, 'Male', 95.49442635, 1.6512766955524212, 0.096143302, 34, 35.02178847819682, 98.33333333333333, 'High Risk'),
(173577, 95, 12, '57:46.2', 36.63837891546203, 96.85511613967907, 115, 88, 43, 'Male', 64.65992896798186, 1.5326723879826984, 0.079638566, 27, 27.525584911843957, 97, 'High Risk'),
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(173579, 63, 18, '55:46.2', 37.37949345086105, 96.96665641651462, 111, 73, 53, 'Female', 59.858772765691874, 1.5071480000507158, 0.079123622, 38, 26.35214706045637, 85.66666666666667, 'Low Risk'),
(173580, 60, 16, '54:46.2', 36.23411040060578, 99.52494500830622, 114, 78, 64, 'Male', 89.37345756437634, 1.8930537255214015, 0.1492426181810121, 36, 24.939209330705072, 90, 'Low Risk'),
(173581, 71, 17, '53:46.2', 36.17241747, 97.11141954274572, 134, 83, 26, 'Female', 52.45096191852646, 1.6867324573593128, 0.099382856, 51, 18.43576031733111, 100, 'High Risk'),
(173582, 70, 16, '52:46.2', 36.263923435513306, 95.68923897, 115, 73, 36, 'Female', 68.60495348976488, 1.8382176458082577, 0.1454508411677457, 42, 20.30306536055525, 87, 'Low Risk'),
(173583, 88, 13, '51:46.2', 36.02865721865933, 98.59886519061585, 111, 73, 76, 'Male', 65.52154715189832, 1.757342902477059, 0.10889300109776556, 38, 21.21637194, 85.66666666666667, 'Low Risk'),
(173584, 98, 18, '50:46.2', 36.784990741707446, 99.25305485944263, 135, 73, 24, 'Female', 70.94616203698499, 1.7878579623468918, 0.11268956737114011, 62, 22.19539511, 93.66666666666666, 'High Risk'),
(173585, 62, 17, '49:46.2', 36.30524835860818, 99.84242223, 136, 80, 76, 'Male', 50.075960542259175, 1.5072416655792378, 0.078294825, 56, 22.04263485257925, 98.66666666666666, 'Low Risk'),
(173586, 84, 16, '48:46.2', 37.067396373165586, 97.75937137447272, 127, 72, 56, 'Male', 60.28033108391088, 1.5156810497194397, 0.078133743, 55, 26.239767794475206, 90.33333333333333, 'Low Risk'),
(173587, 85, 16, '47:46.2', 36.635870482614166, 96.94900943540948, 136, 80, 43, 'Female', 52.84418779885254, 1.5310856207952825, 0.11688951591230956, 56, 22.542302409658674, 98.66666666666666, 'Low Risk'),
(173588, 92, 16, '46:46.2', 36.10108688, 96.8364522, 133, 78, 73, 'Male', 54.07871960862162, 1.6968756617374756, 0.070928688, 55, 18.78133067717916, 96.33333333333333, 'High Risk'),
(173589, 63, 17, '45:46.2', 37.19560779272148, 98.15970303067117, 126, 85, 34, 'Female', 85.66390831493266, 1.5793824385742385, 0.088639494, 41, 34.341817445878974, 98.66666666666667, 'High Risk'),
(173590, 95, 16, '44:46.2', 37.14993421475004, 96.84687164555193, 139, 80, 26, 'Male', 65.39105632417865, 1.5802910133233803, 0.1329648302704481, 59, 26.18449558943502, 99.66666666666666, 'High Risk'),
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(173592, 93, 13, '42:46.2', 36.36830830297258, 99.71402246, 120, 76, 27, 'Female', 92.86308198104675, 1.9591980383171719, 0.11676363848033429, 44, 24.19281578763078, 90.66666666666667, 'High Risk'),
(173593, 71, 12, '41:46.2', 36.334284677749395, 99.1809194, 131, 70, 80, 'Male', 87.19843511615633, 1.728537538902038, 0.056253021, 61, 29.184419535380446, 90.33333333333333, 'Low Risk'),
(173594, 80, 15, '40:46.2', 37.35998490195861, 99.82708673, 131, 88, 44, 'Female', 76.65744900957593, 1.8079411843241564, 0.14842046480382584, 43, 23.452317596677204, 102.33333333333333, 'Low Risk'),
(173595, 85, 18, '39:46.2', 37.06745305494479, 95.33568616, 116, 78, 43, 'Male', 50.324238377404455, 1.593884974406613, 0.054319164168478755, 38, 19.809032192140158, 90.66666666666667, 'Low Risk'),
(173596, 97, 15, '38:46.2', 36.57473334, 98.34224585102601, 118, 89, 44, 'Male', 52.427751813810524, 1.694301689, 0.056258761138511006, 29, 18.263320788538778, 98.66666666666667, 'High Risk'),
(173597, 87, 19, '37:46.2', 36.214430084328285, 97.45790616340476, 111, 85, 58, 'Female', 72.79173709442583, 1.8176833470884914, 0.053163414, 26, 22.031579130970385, 93.66666666666667, 'Low Risk'),
(173598, 87, 18, '36:46.2', 37.15448244777411, 99.37619139204044, 115, 85, 53, 'Male', 65.01415505453264, 1.8796676488337754, 0.14569421404687766, 30, 18.40118489298373, 95, 'High Risk'),
(173599, 65, 19, '35:46.2', 36.60380777763078, 95.34448929814889, 139, 72, 34, 'Male', 69.47729384543864, 1.8635427443359165, 0.07138833, 67, 20.00618022870859, 94.33333333333333, 'Low Risk'),
(173600, 72, 14, '34:46.2', 37.05966050129542, 97.17158037936647, 135, 85, 19, 'Female', 84.90163965439876, 1.546115827170829, 0.05446011, 50, 35.516652467412285, 101.66666666666666, 'High Risk'),
(173601, 62, 19, '33:46.2', 36.16680538046289, 97.39470978707759, 133, 77, 67, 'Male', 71.85604921627464, 1.9216025559038046, 0.058669044, 56, 19.459702646624738, 95.66666666666666, 'Low Risk'),
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(173603, 91, 18, '31:46.2', 36.24845852344229, 98.05412296661842, 127, 87, 79, 'Female', 81.48908784125572, 1.6570365599782912, 0.059805175429634455, 40, 29.67804406777831, 100.33333333333333, 'High Risk'),
(173604, 63, 12, '30:46.2', 37.28524133185876, 96.53866468168344, 112, 88, 43, 'Male', 61.539396384116856, 1.9903901215707882, 0.053276808, 24, 15.533768083911262, 96, 'High Risk'),
(173605, 76, 17, '29:46.2', 36.06398453903598, 98.23961854612854, 133, 86, 19, 'Male', 72.53226077812371, 1.9223635650998474, 0.12029450390521199, 47, 19.62728194293815, 101.66666666666667, 'Low Risk'),
(173606, 66, 15, '28:46.2', 36.88687412996138, 99.78342642452674, 124, 70, 40, 'Female', 67.26721889584722, 1.698231090906271, 0.054301443, 54, 23.32436866838938, 88, 'Low Risk'),
(173607, 95, 12, '27:46.2', 37.32432550410566, 99.83954107546799, 120, 74, 48, 'Male', 75.03705364989965, 1.830911917732667, 0.069660682, 46, 22.384163524765974, 89.33333333333333, 'High Risk'),
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(173611, 89, 14, '23:46.2', 36.11806574864059, 96.91526127610145, 121, 86, 39, 'Female', 69.37242818833845, 1.5032141502931071, 0.1376537954520583, 35, 30.70048139783043, 97.66666666666667, 'High Risk'),
(173612, 92, 16, '22:46.2', 36.17372060587541, 97.37750151262242, 127, 86, 55, 'Male', 62.317652541676864, 1.587558453982305, 0.081985812, 41, 24.725873067571037, 99.66666666666667, 'High Risk'),
(173613, 61, 14, '21:46.2', 37.18729146168415, 97.36554734752018, 132, 72, 87, 'Female', 58.411168060306764, 1.8177019081407204, 0.12296364409365441, 60, 17.678709715906187, 92, 'High Risk'),
(173614, 64, 15, '20:46.2', 36.74622184940662, 96.56671048624158, 127, 88, 82, 'Male', 98.55811815955747, 1.8129568537017224, 0.13037518987685198, 39, 29.985926048044217, 101, 'Low Risk'),
(173615, 92, 17, '19:46.2', 37.23620144554721, 96.74586561748207, 131, 78, 66, 'Female', 89.56643070749851, 1.8405626171755967, 0.11511305041101857, 53, 26.438942086428355, 95.66666666666666, 'High Risk'),
(173616, 61, 16, '18:46.2', 36.36073926713848, 96.26670132070568, 120, 73, 84, 'Male', 52.47974977386538, 1.9133305019768299, 0.073187962, 47, 14.335464368948873, 88.66666666666667, 'High Risk'),
(173617, 68, 14, '17:46.2', 36.404168096684884, 95.62263533661347, 125, 82, 59, 'Female', 94.14403773917243, 1.6390723609761972, 0.065246594, 43, 35.04261980288272, 96.33333333333333, 'High Risk'),
(173618, 76, 18, '16:46.2', 37.19839668097634, 96.13486087226926, 113, 84, 29, 'Female', 57.72951326525332, 1.8790565104680579, 0.10701006983968647, 29, 16.350017183777496, 93.66666666666667, 'High Risk'),
(173619, 60, 14, '15:46.2', 36.68061799597543, 97.58956589, 121, 72, 72, 'Male', 80.65847807132461, 1.5181786112512055, 0.093374762, 49, 34.99486205476646, 88.33333333333333, 'High Risk'),
(173620, 87, 15, '14:46.2', 37.14986003540834, 95.34710486169276, 118, 86, 62, 'Male', 62.56908223778657, 1.9259024814835077, 0.10037374382799483, 32, 16.869072288926812, 96.66666666666667, 'High Risk'),
(173621, 94, 19, '13:46.2', 36.954584513087276, 95.84190288, 110, 74, 79, 'Male', 64.20371834, 1.9625853966539564, 0.10079624513036428, 36, 16.668750838647934, 86, 'High Risk'),
(173622, 76, 14, '12:46.2', 36.69943423325012, 95.23360059, 113, 73, 56, 'Male', 87.96013241319648, 1.7767946019517342, 0.10194881327108721, 40, 27.86194446385415, 86.33333333333333, 'Low Risk'),
(173623, 72, 12, '11:46.2', 36.78858501948578, 98.91236758997502, 120, 88, 43, 'Female', 92.16856825886578, 1.8511557521017048, 0.14620935091626377, 32, 26.89657121612564, 98.66666666666667, 'Low Risk'),
(173624, 88, 19, '10:46.2', 36.33753744108559, 98.30697905803832, 119, 85, 79, 'Male', 64.90017376, 1.8130300820847494, 0.097181496, 34, 19.744031691992515, 96.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(173626, 91, 17, '08:46.2', 36.64020984599126, 95.26699467621786, 120, 87, 69, 'Female', 95.63587778208588, 1.9775030670242162, 0.11218239021772633, 33, 24.45606144418132, 98, 'High Risk'),
(173627, 97, 14, '07:46.2', 36.69961688068628, 97.42958678, 126, 76, 66, 'Male', 71.48812527435226, 1.661622674126185, 0.088326051, 50, 25.892208075491226, 92.66666666666666, 'High Risk'),
(173628, 68, 14, '06:46.2', 36.15059356884792, 99.69704112146442, 139, 78, 42, 'Female', 78.89059444730376, 1.9512349900093637, 0.066551167, 61, 20.72077896631884, 98.33333333333333, 'Low Risk'),
(173629, 91, 14, '05:46.2', 36.132204897379694, 98.42688428543323, 112, 70, 68, 'Male', 97.73535194259748, 1.7763698035648832, 0.067830209, 42, 30.973117292223144, 84, 'High Risk'),
(173630, 66, 15, '04:46.2', 36.25860602786082, 97.34001803937808, 116, 88, 80, 'Male', 83.43348742, 1.9093312951638037, 0.087098041, 28, 22.886417437703916, 97.33333333333333, 'Low Risk'),
(173631, 97, 19, '03:46.2', 36.784850336854156, 97.65904119823583, 120, 70, 77, 'Female', 93.80383623815015, 1.614001856014684, 0.14588458831029066, 50, 36.00912266261287, 86.66666666666666, 'High Risk'),
(173632, 66, 15, '02:46.2', 37.24807231740531, 99.36144255948102, 118, 89, 81, 'Male', 58.82261863945747, 1.6557205197967635, 0.10834071947723625, 29, 21.457063775684816, 98.66666666666667, 'Low Risk'),
(173633, 71, 19, '01:46.2', 36.524305843954835, 97.35395921238435, 118, 77, 64, 'Male', 62.54846409082128, 1.834628547397986, 0.073185048, 41, 18.583193791190165, 90.66666666666667, 'Low Risk'),
(173634, 74, 19, '00:46.2', 36.05095551197133, 99.58999192357822, 124, 86, 51, 'Female', 50.05618312605783, 1.7381176935326381, 0.10065258087253379, 38, 16.569117190123993, 98.66666666666667, 'High Risk'),
(173635, 84, 18, '59:46.2', 36.37109292574656, 99.28412937567126, 131, 87, 71, 'Male', 58.11938354755326, 1.878272641069496, 0.14693818353539895, 44, 16.47417724, 101.66666666666667, 'High Risk'),
(173636, 89, 18, '58:46.2', 36.633184479735405, 96.64614892829796, 130, 75, 51, 'Female', 95.19746062721099, 1.697690637054678, 0.06710154, 55, 33.029975903612964, 93.33333333333333, 'High Risk'),
(173637, 63, 18, '57:46.2', 36.52626031, 99.17564477927618, 114, 87, 22, 'Male', 56.677154980713965, 1.804296197381597, 0.10548905107617232, 27, 17.409743562561207, 96, 'High Risk'),
(173638, 71, 12, '56:46.2', 37.303345078729635, 97.97642583290742, 127, 82, 35, 'Female', 59.33745028848148, 1.6001840598175698, 0.1248406181912241, 45, 23.173359606843956, 97, 'Low Risk'),
(173639, 62, 17, '55:46.2', 36.964257417758375, 97.28978813448744, 112, 81, 51, 'Male', 53.50049238031037, 1.5118521436171861, 0.10779579829431973, 31, 23.406643410568357, 91.33333333333333, 'Low Risk'),
(173640, 95, 13, '54:46.2', 36.963824680991955, 98.13509618166702, 116, 82, 31, 'Male', 58.26886725, 1.9792611858283098, 0.09977544, 34, 14.874088437167622, 93.33333333333333, 'High Risk'),
(173641, 67, 16, '53:46.2', 36.142127538846445, 99.13831748577681, 125, 86, 21, 'Female', 52.84747314837095, 1.5820083523646284, 0.10217722547892863, 39, 21.11575831903602, 99, 'Low Risk'),
(173642, 71, 19, '52:46.2', 36.709086178946805, 98.67451991811863, 139, 80, 63, 'Female', 62.55439566109428, 1.9180547920670734, 0.12321323900289556, 59, 17.00340166720817, 99.66666666666666, 'High Risk'),
(173643, 97, 15, '51:46.2', 37.191384818384364, 99.87481963270814, 129, 86, 18, 'Male', 65.69580717663804, 1.5903185708140217, 0.14031036128794863, 43, 25.97582753591892, 100.33333333333333, 'High Risk'),
(173644, 99, 12, '50:46.2', 37.07412937916318, 95.50356401799617, 124, 79, 64, 'Female', 93.08287892, 1.5330138181182402, 0.10606812050344377, 45, 39.60752162574861, 94, 'High Risk'),
(173645, 97, 14, '49:46.2', 36.47897207713126, 96.87535512681092, 126, 85, 37, 'Female', 60.93184869623178, 1.5966937028624324, 0.055303031, 41, 23.900177700864898, 98.66666666666667, 'High Risk'),
(173646, 73, 19, '48:46.2', 37.379186716521524, 97.57971056, 135, 84, 20, 'Male', 94.46610336178098, 1.6034681446372703, 0.084870162, 51, 36.741368523019936, 101, 'High Risk'),
(173647, 68, 14, '47:46.2', 37.40123831017068, 99.67336600945958, 127, 82, 21, 'Female', 63.39400858481187, 1.8395854052173801, 0.078654338, 45, 18.73304186307691, 97, 'Low Risk'),
(173648, 71, 18, '46:46.2', 36.59215233173907, 99.78768942446902, 110, 78, 36, 'Male', 69.71062708322117, 1.6620375287249165, 0.055944830960314024, 32, 25.23581515382545, 88.66666666666667, 'Low Risk'),
(173649, 98, 12, '45:46.2', 36.26496884893983, 98.83443218576562, 130, 88, 37, 'Female', 62.735676607443466, 1.8564965013141388, 0.053792295, 42, 18.20230201771627, 102, 'High Risk'),
(173650, 62, 17, '44:46.2', 36.33343264455528, 96.42142030554726, 110, 74, 62, 'Male', 58.99732695297695, 1.594505706278726, 0.078092665, 36, 23.204925556836464, 86, 'Low Risk'),
(173651, 74, 12, '43:46.2', 37.25576594707283, 96.11582312063092, 137, 74, 24, 'Female', 66.38116382298796, 1.6451581366477888, 0.1060216335038752, 63, 24.52616033, 95, 'Low Risk'),
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(173828, 94, 17, '46:46.2', 36.08773792451653, 96.26414728784579, 127, 76, 65, 'Male', 62.82831372733922, 1.903062148743844, 0.10820483740424411, 51, 17.3480019, 93, 'High Risk'),
(173829, 87, 19, '45:46.2', 36.66005476248224, 99.80253508682178, 125, 82, 67, 'Female', 59.95988148, 1.9589861979964653, 0.092642575, 43, 15.624208051238607, 96.33333333333333, 'High Risk'),
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(173839, 68, 13, '35:46.2', 36.66703567385445, 96.45532371526089, 111, 83, 42, 'Male', 64.47488278423815, 1.815043637, 0.072903867, 28, 19.57115335325841, 92.33333333333333, 'Low Risk'),
(173840, 65, 13, '34:46.2', 37.18489829097442, 95.80854681659176, 119, 75, 89, 'Male', 53.307040538111586, 1.9246543747077094, 0.12662775021300912, 44, 14.39060557517266, 89.66666666666667, 'High Risk'),
(173841, 64, 16, '33:46.2', 37.158891647767945, 95.54577089214153, 120, 71, 22, 'Male', 99.13867482321305, 1.5565108292344507, 0.10209756658746964, 49, 40.92030068511988, 87.33333333333333, 'High Risk'),
(173842, 70, 16, '32:46.2', 36.29829379525993, 97.71857979372851, 115, 83, 73, 'Male', 66.82644088271323, 1.9731503656088112, 0.052848652459095785, 32, 17.16437392348486, 93.66666666666667, 'High Risk'),
(173843, 74, 15, '31:46.2', 36.36520496383235, 96.83206148464876, 137, 84, 53, 'Male', 72.30414587886919, 1.937300999032317, 0.051399625, 53, 19.264999202017243, 101.66666666666666, 'Low Risk'),
(173844, 88, 13, '30:46.2', 36.852631505424135, 97.91821963054485, 139, 74, 77, 'Female', 53.37615630022918, 1.6827424462397573, 0.14095081169427426, 65, 18.850027883001164, 95.66666666666666, 'Low Risk'),
(173845, 83, 14, '29:46.2', 37.37489696551318, 96.76991677265313, 110, 75, 71, 'Female', 92.67006601256531, 1.9457166343452248, 0.058968511, 35, 24.47824564994832, 86.66666666666667, 'Low Risk'),
(173846, 75, 19, '28:46.2', 37.02905376775927, 96.36387110099001, 124, 77, 86, 'Female', 96.61673710323592, 1.5112608549985247, 0.12270071321175798, 47, 42.303227218222794, 92.66666666666667, 'High Risk'),
(173847, 94, 12, '27:46.2', 36.036048446830065, 95.36022610606297, 118, 84, 38, 'Male', 61.51439169904707, 1.8483905813902268, 0.058688603067793645, 34, 18.004838906288082, 95.33333333333333, 'High Risk'),
(173848, 74, 18, '26:46.2', 36.991447500238124, 98.18418878882493, 139, 83, 60, 'Female', 96.31213919137711, 1.5981388776530845, 0.11564220571473767, 56, 37.709606087342955, 101.66666666666666, 'High Risk'),
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(173853, 82, 12, '21:46.2', 36.149027459611354, 95.36719734, 128, 85, 25, 'Male', 85.66364240295695, 1.9029276365228307, 0.10418691812495212, 43, 23.65658164152017, 99.33333333333333, 'Low Risk'),
(173854, 82, 18, '20:46.2', 36.395842034638136, 98.00356158987205, 112, 80, 35, 'Male', 71.88929886589301, 1.7008672972497405, 0.088839545, 32, 24.84982794, 90.66666666666667, 'Low Risk'),
(173855, 73, 12, '19:46.2', 36.437794593010885, 95.19896555, 125, 87, 89, 'Male', 66.59229389887494, 1.6152531912151384, 0.054981478294823485, 38, 25.523648775729566, 99.66666666666667, 'Low Risk'),
(173856, 69, 12, '18:46.2', 36.19656260182438, 95.29482458, 120, 74, 75, 'Male', 77.81488098, 1.602071060604192, 0.1301223942178239, 46, 30.317899326751323, 89.33333333333333, 'High Risk'),
(173857, 75, 12, '17:46.2', 36.60077324764698, 98.33357835, 124, 75, 37, 'Female', 88.05372153545025, 1.7335970560264073, 0.12686105114026103, 49, 29.29890531618389, 91.33333333333333, 'Low Risk'),
(173858, 99, 19, '16:46.2', 36.19512511975436, 99.97359079891335, 129, 78, 42, 'Female', 52.08609764954104, 1.774381418728893, 0.14577706854692513, 51, 16.54351764503838, 95, 'High Risk'),
(173859, 61, 16, '15:46.2', 36.51777934897949, 97.35402661541062, 118, 70, 84, 'Male', 89.20880493499934, 1.6621674924699223, 0.050605199, 48, 32.28926450507855, 86, 'High Risk'),
(173860, 83, 13, '14:46.2', 37.27964980861974, 98.85747495341256, 136, 88, 38, 'Male', 63.99154435015673, 1.9045774537307159, 0.082241498, 48, 17.641085858386827, 104, 'High Risk'),
(173861, 90, 13, '13:46.2', 36.99427731317584, 98.23160286335795, 129, 79, 85, 'Male', 73.91438643019282, 1.8074543486125791, 0.07308492, 50, 22.625297691343256, 95.66666666666666, 'Low Risk'),
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(173863, 71, 12, '11:46.2', 36.42284194892973, 96.43737032165744, 137, 74, 75, 'Female', 84.45494951948442, 1.789587984368092, 0.086127861, 63, 26.37053837518807, 95, 'Low Risk'),
(173864, 80, 15, '10:46.2', 36.34059415870963, 95.01251938856676, 110, 72, 74, 'Male', 57.279223137548776, 1.848518974, 0.079063963, 38, 16.762905383260836, 84.66666666666667, 'High Risk'),
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(173872, 90, 16, '02:46.2', 37.33866084712755, 96.78614474, 113, 72, 73, 'Male', 72.98763233659643, 1.8523420963668262, 0.12361367794632455, 41, 21.27192937611426, 85.66666666666667, 'Low Risk'),
(173873, 75, 12, '01:46.2', 36.610062844302554, 95.18837748277865, 129, 88, 64, 'Female', 96.93037818259866, 1.5441573193630242, 0.076423621, 41, 40.65152276637843, 101.66666666666667, 'High Risk'),
(173874, 93, 17, '00:46.2', 36.71293707477289, 97.6440987, 132, 72, 47, 'Female', 70.46991125603003, 1.523037099463778, 0.1376342036873871, 60, 30.37964955942803, 92, 'High Risk'),
(173875, 62, 15, '59:46.2', 36.27006775998345, 95.45608162730245, 136, 81, 88, 'Female', 94.52290648175698, 1.7081619901363059, 0.12716663776140075, 55, 32.395072763078545, 99.33333333333333, 'High Risk'),
(173876, 81, 14, '58:46.2', 37.04956366971293, 98.89013604, 115, 82, 50, 'Female', 91.60094680281165, 1.7014945236868289, 0.050033001, 33, 31.640173138881952, 93, 'High Risk'),
(173877, 65, 16, '57:46.2', 37.14285345003977, 98.5998497, 113, 84, 57, 'Female', 95.74981149127564, 1.8908099781126884, 0.14327617563617634, 29, 26.781947641185937, 93.66666666666667, 'Low Risk'),
(173878, 94, 19, '56:46.2', 36.31228254922647, 98.65722669740603, 136, 83, 70, 'Female', 74.31541545, 1.917834334290759, 0.072321777, 53, 20.204901205326394, 100.66666666666666, 'High Risk'),
(173879, 87, 16, '55:46.2', 36.38160368499346, 96.75716803087353, 111, 86, 82, 'Male', 79.09666053882395, 1.5626000308542487, 0.088154371, 25, 32.39384433251636, 94.33333333333333, 'High Risk'),
(173880, 78, 17, '54:46.2', 36.80273475355207, 95.37683877466701, 119, 84, 52, 'Female', 89.61717235943675, 1.7060837365556125, 0.056456614, 35, 30.78864319543898, 95.66666666666667, 'High Risk'),
(173881, 94, 15, '53:46.2', 36.05426925526222, 96.64465278318282, 116, 81, 80, 'Female', 62.40489033, 1.9376332297086647, 0.11045332242857678, 35, 16.62170141516292, 92.66666666666667, 'High Risk'),
(173882, 72, 15, '52:46.2', 36.332280522627705, 97.17327127888774, 132, 84, 29, 'Male', 97.15090611, 1.991992669057651, 0.11212397392060555, 48, 24.483380607123152, 100, 'Low Risk'),
(173883, 81, 14, '51:46.2', 36.83283807, 95.90662530273842, 135, 80, 80, 'Male', 62.18491963273997, 1.6753071870530691, 0.070700818, 55, 22.15624578028021, 98.33333333333333, 'Low Risk'),
(173884, 67, 13, '50:46.2', 36.94598292608462, 98.56796907, 115, 78, 34, 'Male', 68.97528913829345, 1.766177188756335, 0.11818342549631157, 37, 22.111845291114626, 90.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(173886, 92, 18, '48:46.2', 37.38310349508304, 96.9660057, 122, 70, 87, 'Female', 80.52928460466806, 1.8798423872814192, 0.08244593, 52, 22.788249461876788, 87.33333333333333, 'High Risk'),
(173887, 62, 13, '47:46.2', 36.17729193, 95.53812154849615, 117, 80, 67, 'Female', 64.06342717413078, 1.9175638737619476, 0.068129212, 37, 17.422500671368464, 92.33333333333333, 'High Risk'),
(173888, 92, 12, '46:46.2', 36.75770396622521, 99.62188185880792, 116, 71, 70, 'Male', 88.21873776935522, 1.6919964272339085, 0.093678041, 45, 30.814984689994475, 86, 'High Risk'),
(173889, 95, 12, '45:46.2', 37.00556616, 97.75418285050185, 110, 78, 34, 'Female', 79.89880668258688, 1.8487937894595223, 0.11523148853109422, 32, 23.37563115363057, 88.66666666666667, 'High Risk'),
(173890, 75, 15, '44:46.2', 36.72513426430011, 97.96533425973152, 123, 75, 72, 'Male', 98.43747203146845, 1.8900302411860264, 0.077007625, 48, 27.556429546883727, 91, 'Low Risk'),
(173891, 74, 14, '43:46.2', 36.01389191986736, 99.19905051268358, 138, 89, 29, 'Male', 77.33254077884268, 1.782892486, 0.089470452, 49, 24.32831161445676, 105.33333333333333, 'Low Risk'),
(173892, 78, 12, '42:46.2', 37.238103979570525, 95.95194161700864, 122, 89, 45, 'Female', 91.03664318817587, 1.6951245651950901, 0.10591297639348377, 33, 31.682029963309574, 100, 'High Risk'),
(173893, 95, 16, '41:46.2', 36.50198888520731, 99.42195016959053, 125, 76, 70, 'Female', 90.97077413303052, 1.5683319019784632, 0.073799388, 49, 36.98502674392975, 92.33333333333333, 'High Risk'),
(173894, 73, 17, '40:46.2', 36.10344585116875, 97.22747988850004, 120, 83, 83, 'Female', 64.68877869619656, 1.5971175648669744, 0.14456011294129223, 37, 25.360346313168865, 95.33333333333333, 'Low Risk'),
(173895, 84, 13, '39:46.2', 37.27005495033556, 96.97539704178763, 130, 84, 23, 'Female', 83.71178156436353, 1.7347927738756819, 0.11976462067983251, 46, 27.815788520231067, 99.33333333333333, 'Low Risk'),
(173896, 91, 17, '38:46.2', 36.63529843, 95.89731574, 115, 75, 78, 'Male', 71.85571044, 1.822356514922443, 0.11069859357827755, 40, 21.636878193759056, 88.33333333333333, 'High Risk'),
(173897, 77, 15, '37:46.2', 36.473177791475756, 99.56840627436426, 110, 78, 65, 'Female', 80.02802450213389, 1.508637829250626, 0.081861583, 32, 35.16188178116897, 88.66666666666667, 'High Risk'),
(173898, 92, 16, '36:46.2', 37.229063754077714, 95.36813499587532, 130, 77, 52, 'Female', 59.83919586012101, 1.9056118946031733, 0.10710774957486507, 53, 16.47846822040122, 94.66666666666666, 'High Risk'),
(173899, 69, 12, '35:46.2', 36.96650438536567, 95.00909107746331, 138, 82, 78, 'Female', 85.17059261590936, 1.939329420350167, 0.13629966357562112, 56, 22.645738980470007, 100.66666666666666, 'Low Risk'),
(173900, 83, 17, '34:46.2', 36.55167756388978, 95.75607747087257, 115, 76, 34, 'Male', 81.26134755, 1.712376379180553, 0.12438749609077708, 39, 27.713128977477602, 89, 'Low Risk'),
(173901, 64, 15, '33:46.2', 36.42260725, 95.72616323, 110, 87, 25, 'Male', 61.005645617878926, 1.5657022377918062, 0.092595644, 23, 24.885804383423867, 94.66666666666667, 'Low Risk'),
(173902, 73, 12, '32:46.2', 37.42122790644207, 95.53889599319457, 117, 76, 53, 'Male', 72.69657871902956, 1.5956050115383784, 0.096398069, 41, 28.55375238130334, 89.66666666666667, 'Low Risk'),
(173903, 90, 15, '31:46.2', 36.82195037879064, 99.12326115826257, 123, 78, 45, 'Male', 77.37143185, 1.5679166478487747, 0.11251946977725921, 45, 31.472749949252776, 93, 'High Risk'),
(173904, 86, 19, '30:46.2', 36.68039139060233, 97.94515367, 117, 80, 66, 'Male', 97.28916792, 1.525803767224076, 0.06844866, 37, 41.78949503507067, 92.33333333333333, 'High Risk'),
(173905, 78, 19, '29:46.2', 36.09568118198787, 95.66193692667902, 111, 82, 79, 'Male', 81.99109972263956, 1.9452075501090684, 0.1269932896365057, 29, 21.66879786771647, 91.66666666666667, 'Low Risk'),
(173906, 90, 16, '28:46.2', 36.98798973, 96.29891942624988, 133, 86, 37, 'Male', 74.78185699248212, 1.6525037690870517, 0.098134294, 47, 27.384910631566875, 101.66666666666667, 'Low Risk'),
(173907, 81, 15, '27:46.2', 37.30422272291594, 97.55267365910888, 112, 87, 42, 'Female', 70.23938125692496, 1.7818108134134905, 0.082808587, 25, 22.123686548731477, 95.33333333333333, 'Low Risk'),
(173908, 81, 13, '26:46.2', 36.04494025590999, 97.83403273528256, 128, 87, 44, 'Male', 58.270004730692634, 1.8583694671726285, 0.10166957630786304, 41, 16.872558029525464, 100.66666666666667, 'High Risk'),
(173909, 99, 18, '25:46.2', 36.432784290445944, 98.77249641966091, 124, 85, 20, 'Female', 75.95918824962034, 1.5197776820537963, 0.064662206, 39, 32.88669190688424, 98, 'High Risk'),
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(174085, 90, 17, '29:46.2', 36.05123550571182, 96.28545305200099, 113, 83, 72, 'Female', 76.57622116059117, 1.6373352694746868, 0.1320948397493295, 30, 28.563978485838422, 93, 'Low Risk'),
(174086, 85, 12, '28:46.2', 36.82732215456041, 98.8299235, 120, 74, 56, 'Female', 65.90382416972814, 1.6067360799357318, 0.14236424378959672, 46, 25.528278186696827, 89.33333333333333, 'Low Risk'),
(174087, 62, 19, '27:46.2', 37.391625578972175, 95.48211336759202, 122, 71, 35, 'Female', 74.73314941617936, 1.623752323048593, 0.060313931, 51, 28.344820686433057, 88, 'Low Risk'),
(174088, 70, 14, '26:46.2', 36.576964642366455, 99.62931741811947, 125, 88, 61, 'Female', 91.93069390085257, 1.6711624073401048, 0.091053653, 37, 32.91722552022915, 100.33333333333333, 'High Risk'),
(174089, 69, 16, '25:46.2', 37.37221898158451, 95.30759902114306, 119, 80, 63, 'Female', 81.90882632154857, 1.9219020212003604, 0.12102119552224337, 39, 22.175234233535484, 93, 'Low Risk'),
(174090, 63, 19, '24:46.2', 36.37223143613799, 97.75701657599896, 111, 82, 52, 'Male', 96.76125833, 1.8784414885134766, 0.11043362971935766, 29, 27.422444356547697, 91.66666666666667, 'Low Risk'),
(174091, 76, 18, '23:46.2', 37.078084343080626, 98.56753028171731, 118, 84, 73, 'Female', 54.65900773602935, 1.840066569198316, 0.096812525, 34, 16.143387566096102, 95.33333333333333, 'High Risk'),
(174092, 96, 12, '22:46.2', 36.31088730149053, 98.63545589396708, 117, 70, 32, 'Male', 97.77070713812589, 1.742718894240573, 0.068435534, 47, 32.19245347779976, 85.66666666666667, 'High Risk'),
(174093, 73, 19, '21:46.2', 36.03677609350948, 96.99280659456176, 112, 84, 65, 'Male', 86.65527741, 1.7877360331417769, 0.055608632, 28, 27.113665218876754, 93.33333333333333, 'Low Risk'),
(174094, 88, 12, '20:46.2', 36.37236545, 95.52601956100433, 120, 79, 45, 'Male', 81.67006116, 1.9327293436902273, 0.094013895, 41, 21.863556040377322, 92.66666666666667, 'Low Risk'),
(174095, 71, 14, '19:46.2', 36.50383858916692, 96.99477631, 126, 71, 18, 'Male', 80.16097684211226, 1.7098592390928034, 0.13154414732792907, 55, 27.418410993139773, 89.33333333333333, 'Low Risk'),
(174096, 60, 12, '18:46.2', 36.63248612314532, 97.97303381254598, 116, 79, 87, 'Male', 77.78651757378535, 1.607750743575976, 0.14619260425400937, 37, 30.09309739842802, 91.33333333333333, 'High Risk'),
(174097, 91, 17, '17:46.2', 36.214457108885284, 95.13950434174525, 118, 74, 45, 'Male', 70.8243442, 1.9543704681360081, 0.11713340940387411, 44, 18.542520968123558, 88.66666666666667, 'High Risk'),
(174098, 83, 18, '16:46.2', 36.29300612017226, 98.95160995, 117, 87, 76, 'Female', 71.46116622, 1.781107735709369, 0.13714633181183639, 30, 22.526292531994564, 97, 'Low Risk'),
(174099, 72, 14, '15:46.2', 36.017871492590864, 96.68397100521605, 111, 77, 58, 'Female', 72.34379907459918, 1.9513382294838042, 0.060566285, 34, 18.999238978763817, 88.33333333333333, 'Low Risk'),
(174100, 61, 15, '14:46.2', 36.424630635022055, 97.99060264355408, 119, 77, 26, 'Male', 98.98158278, 1.8580462009978134, 0.097471193, 42, 28.670903357051174, 91, 'Low Risk'),
(174101, 80, 12, '13:46.2', 37.29492138067087, 95.29113370283503, 112, 86, 21, 'Male', 54.28341548382123, 1.8048268893788104, 0.13012152757637335, 26, 16.66464474947652, 94.66666666666667, 'High Risk'),
(174102, 95, 16, '12:46.2', 36.30774564209963, 99.13459396133575, 123, 76, 75, 'Male', 87.55296809049122, 1.941038683689827, 0.097735318, 47, 23.238200371340238, 91.66666666666667, 'High Risk'),
(174103, 69, 19, '11:46.2', 36.499679585114755, 95.57903330297802, 138, 82, 21, 'Female', 57.871381271550874, 1.6329807970520585, 0.13381039412234882, 56, 21.70209662626913, 100.66666666666666, 'Low Risk'),
(174104, 91, 14, '10:46.2', 36.80148426, 99.54311638247961, 132, 82, 42, 'Female', 54.19092698139619, 1.8999215776755662, 0.11533999737123729, 50, 15.012576373789702, 98.66666666666666, 'High Risk'),
(174105, 82, 12, '09:46.2', 36.24301210357699, 96.63506429, 116, 84, 75, 'Male', 91.37132064614097, 1.5822633265639425, 0.077296837, 32, 36.49659747488617, 94.66666666666667, 'High Risk'),
(174106, 81, 16, '08:46.2', 37.05987370207283, 95.84139424, 130, 74, 49, 'Male', 52.23259593958399, 1.999459707044066, 0.12554548831103915, 56, 13.065207070756836, 92.66666666666666, 'High Risk'),
(174107, 85, 13, '07:46.2', 37.275470603077885, 99.49990592022516, 115, 74, 84, 'Female', 97.56346462898793, 1.8063110447856805, 0.070745129, 41, 29.902130979131137, 87.66666666666667, 'Low Risk'),
(174108, 81, 13, '06:46.2', 36.19691395072385, 99.58067781919122, 139, 71, 81, 'Female', 70.19128782549629, 1.5050870907159593, 0.076405158, 68, 30.98560277696837, 93.66666666666666, 'High Risk'),
(174109, 64, 14, '05:46.2', 37.4525151, 96.02481837742658, 133, 71, 68, 'Male', 79.94580020925274, 1.6646914790998777, 0.080051467, 62, 28.848825767761227, 91.66666666666666, 'Low Risk'),
(174110, 62, 13, '04:46.2', 36.10220092171824, 99.64618751201749, 124, 82, 59, 'Male', 52.795336818829725, 1.7113012073756786, 0.089619459, 42, 18.027796679447448, 96, 'High Risk'),
(174111, 77, 18, '03:46.2', 37.12385592820138, 98.67785153548196, 121, 74, 34, 'Female', 63.230494235660565, 1.5193055763442396, 0.12722475144850007, 47, 27.392792816964207, 89.66666666666667, 'Low Risk'),
(174112, 76, 15, '02:46.2', 37.28803905221964, 95.02356411663963, 111, 83, 53, 'Male', 94.99002246510472, 1.8490805228094704, 0.0597588, 28, 27.782181382233937, 92.33333333333333, 'Low Risk'),
(174113, 99, 14, '01:46.2', 36.22072759996624, 95.60519914848557, 130, 78, 58, 'Male', 84.39529135, 1.5609865632541178, 0.084382447, 52, 34.63537445695511, 95.33333333333333, 'High Risk'),
(174114, 71, 14, '00:46.2', 37.379502616162206, 95.50930901998905, 138, 83, 29, 'Male', 54.18172908104872, 1.7714226015829933, 0.05961552, 55, 17.266666359997647, 101.33333333333333, 'High Risk'),
(174115, 87, 12, '59:46.2', 36.53049719796444, 98.68122875838498, 117, 80, 37, 'Female', 66.15577241202519, 1.5859833145802493, 0.12883630521297218, 37, 26.30089433624758, 92.33333333333333, 'Low Risk'),
(174116, 86, 13, '58:46.2', 36.198746037592734, 98.71355656010535, 120, 85, 83, 'Male', 61.95358235646197, 1.5113116234914101, 0.10459167792018623, 35, 27.12428998207031, 96.66666666666667, 'Low Risk'),
(174117, 68, 12, '57:46.2', 36.21215302906413, 99.76591665880633, 110, 85, 49, 'Female', 81.44926623417763, 1.974963099793427, 0.14956235888803776, 25, 20.881861203900133, 93.33333333333333, 'Low Risk'),
(174118, 82, 17, '56:46.2', 36.66999571, 98.96054338615875, 131, 72, 26, 'Female', 52.02573887512141, 1.809779517536887, 0.093233245, 59, 15.884257521979045, 91.66666666666666, 'High Risk'),
(174119, 92, 16, '55:46.2', 36.612191853390016, 95.07521891573984, 128, 85, 38, 'Female', 60.654178598259364, 1.8360507212026755, 0.12529063217836361, 43, 17.99249442322151, 99.33333333333333, 'High Risk'),
(174120, 84, 19, '54:46.2', 37.49615875323565, 97.41902310945846, 132, 76, 39, 'Male', 61.725684475657864, 1.7770499414815326, 0.14553113903106502, 56, 19.546393974229925, 94.66666666666666, 'Low Risk'),
(174121, 94, 19, '53:46.2', 36.631126232106205, 97.64931918466638, 125, 82, 51, 'Female', 62.74467784697046, 1.8127289681097591, 0.11925814153162849, 43, 19.094625446609566, 96.33333333333333, 'High Risk'),
(174122, 61, 19, '52:46.2', 36.557508044817276, 96.92240128, 116, 77, 69, 'Female', 50.15285074773516, 1.5967599033578042, 0.062317813, 39, 19.670544739445084, 90, 'Low Risk'),
(174123, 85, 19, '51:46.2', 36.75508912213991, 96.64139785, 110, 73, 58, 'Male', 67.47522057350587, 1.6443013029924645, 0.086458144, 37, 24.956375472865208, 85.33333333333333, 'Low Risk'),
(174124, 99, 16, '50:46.2', 36.66781213226163, 99.41572501820703, 125, 89, 22, 'Female', 66.22583408292222, 1.9361858337483833, 0.06499973, 36, 17.665802070028217, 101, 'High Risk'),
(174125, 82, 12, '49:46.2', 37.26667081, 97.36896119767063, 112, 77, 64, 'Male', 95.98690159152349, 1.8895670349469003, 0.10758421949224188, 35, 26.883596332161858, 88.66666666666667, 'Low Risk'),
(174126, 75, 14, '48:46.2', 37.19064054425996, 95.83341412225944, 127, 79, 31, 'Male', 61.20513038403361, 1.582170338340223, 0.1082824153426302, 48, 24.45014003110503, 95, 'Low Risk'),
(174127, 61, 17, '47:46.2', 36.01244327748826, 96.37773947638802, 116, 78, 46, 'Male', 95.67690004267939, 1.561313154471684, 0.078590437, 38, 39.24886100133985, 90.66666666666667, 'High Risk'),
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(174129, 92, 12, '45:46.2', 37.176488859463745, 96.27683053, 124, 75, 63, 'Female', 51.101174452436815, 1.983367969718887, 0.14241828300696846, 49, 12.990452849103018, 91.33333333333333, 'High Risk'),
(174130, 94, 12, '44:46.2', 36.47776949782308, 96.14096677, 120, 87, 53, 'Male', 61.97294294470167, 1.6700281809199842, 0.1419464229592119, 33, 22.220535492599815, 98, 'High Risk'),
(174131, 61, 12, '43:46.2', 36.534186615474795, 96.73416900268975, 139, 83, 81, 'Female', 63.92369453366296, 1.972684685, 0.10218421474579974, 56, 16.426556116933828, 101.66666666666666, 'High Risk'),
(174132, 73, 13, '42:46.2', 37.08124860797397, 98.33235659732333, 131, 75, 39, 'Female', 61.21169059284402, 1.869757836778595, 0.1305655980010526, 56, 17.509093020778646, 93.66666666666666, 'High Risk'),
(174133, 99, 12, '41:46.2', 36.189260180591454, 96.70271023476941, 135, 72, 76, 'Male', 60.76497181512742, 1.6734633370085155, 0.066098923, 63, 21.69805954317547, 93, 'High Risk'),
(174134, 77, 14, '40:46.2', 36.39398344591079, 97.70967045, 117, 85, 63, 'Male', 98.93727381711196, 1.7236516284963206, 0.067346144, 32, 33.30128188035021, 95.66666666666667, 'High Risk'),
(174135, 70, 15, '39:46.2', 36.06140659980542, 95.48146107456598, 110, 89, 70, 'Female', 62.13578495748465, 1.518914856075235, 0.08137608, 21, 26.932392152712943, 96, 'Low Risk'),
(174136, 63, 16, '38:46.2', 36.08041313942932, 96.0449259, 135, 77, 47, 'Female', 83.25606407144723, 1.9256185389268874, 0.1117424853302345, 58, 22.453050794465707, 96.33333333333333, 'Low Risk'),
(174137, 95, 19, '37:46.2', 36.859677008350786, 97.28378871500794, 114, 73, 89, 'Female', 86.71619212118449, 1.775157421, 0.10554538958737306, 41, 27.518607523271978, 86.66666666666667, 'High Risk'),
(174138, 71, 13, '36:46.2', 36.117215304187404, 96.76332509006569, 116, 83, 69, 'Female', 67.88475352213588, 1.6771650133549028, 0.062515465, 33, 24.13351924796514, 94, 'Low Risk'),
(174139, 99, 14, '35:46.2', 36.94592692, 98.69480124047529, 133, 88, 34, 'Male', 72.70459060359025, 1.6783202058374949, 0.10383645121159044, 45, 25.81143719, 103, 'High Risk'),
(174140, 62, 18, '34:46.2', 36.30702610670374, 97.78561210672358, 132, 70, 31, 'Male', 80.19654051852984, 1.8704707652844008, 0.074786507, 62, 22.92206738019194, 90.66666666666666, 'Low Risk'),
(174141, 72, 12, '33:46.2', 37.25957871215909, 99.36034470359833, 124, 73, 47, 'Male', 81.52302092641499, 1.754930529210645, 0.13823902476275968, 51, 26.47039404061506, 90, 'Low Risk'),
(174142, 88, 13, '32:46.2', 36.84418547377573, 99.56325320003391, 123, 70, 66, 'Male', 50.64461664, 1.5264775116439795, 0.1341584131264716, 53, 21.734640785594653, 87.66666666666666, 'Low Risk'),
(174143, 99, 18, '31:46.2', 37.11263299321488, 96.19959506948825, 128, 85, 35, 'Female', 60.29629985, 1.6523789938406188, 0.13674584427097625, 43, 22.08367420179121, 99.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(174145, 98, 19, '29:46.2', 37.33471512897858, 95.14209420822236, 127, 77, 89, 'Female', 61.746046789172155, 1.880696384888638, 0.12506213877554598, 50, 17.45708707592818, 93.66666666666666, 'High Risk'),
(174146, 95, 12, '28:46.2', 36.91706823319235, 98.18045514343677, 132, 70, 45, 'Male', 78.00193982, 1.8585977674285858, 0.14726547206271345, 62, 22.58055338022894, 90.66666666666666, 'High Risk'),
(174147, 83, 16, '27:46.2', 36.89695828530898, 95.79082497345436, 125, 73, 40, 'Female', 50.322477163768355, 1.8763985022734129, 0.13231176631215713, 52, 14.292620295886351, 90.33333333333333, 'High Risk'),
(174148, 76, 18, '26:46.2', 37.23794015901353, 97.86019880706579, 132, 73, 23, 'Female', 54.049306499176076, 1.5524534936151027, 0.081649609, 59, 22.42605732294747, 92.66666666666666, 'Low Risk'),
(174149, 96, 19, '25:46.2', 36.91668830682365, 95.33416932, 126, 88, 37, 'Male', 59.32860833245019, 1.7050198143900293, 0.099290639, 38, 20.408228137101883, 100.66666666666667, 'High Risk'),
(174150, 60, 17, '24:46.2', 37.40885832284606, 99.50295424221083, 121, 75, 31, 'Male', 59.91736218196914, 1.5847139235665548, 0.13520367, 46, 23.858928635817463, 90.33333333333333, 'Low Risk'),
(174151, 65, 18, '23:46.2', 36.17840688358048, 99.06705881488946, 121, 74, 41, 'Female', 93.95437602353017, 1.6745002247081382, 0.13428417605231685, 47, 33.507852290630396, 89.66666666666667, 'High Risk'),
(174152, 62, 18, '22:46.2', 36.76197517324748, 99.50432613891486, 133, 78, 31, 'Male', 93.95686241529327, 1.7045716803100268, 0.13842045466514374, 55, 32.336869049385285, 96.33333333333333, 'High Risk'),
(174153, 94, 14, '21:46.2', 36.23739443418536, 98.45242056823318, 132, 75, 66, 'Female', 56.516629021210264, 1.6477908707263198, 0.074166779, 57, 20.814791517045574, 94, 'High Risk'),
(174154, 87, 16, '20:46.2', 36.07919664886335, 98.75796661695465, 132, 77, 34, 'Male', 86.17770110691387, 1.5260997841504393, 0.11545202466926086, 55, 37.00232750466828, 95.33333333333333, 'High Risk'),
(174155, 75, 15, '19:46.2', 37.09762782, 99.01711242018544, 112, 86, 41, 'Female', 71.31729649, 1.8577682579051626, 0.1341359784969356, 26, 20.663876384245512, 94.66666666666667, 'Low Risk'),
(174156, 70, 18, '18:46.2', 37.45123811814618, 98.24680247631639, 131, 71, 28, 'Female', 68.76334633306493, 1.7659618778089585, 0.060787228, 60, 22.049277078037722, 91, 'Low Risk'),
(174157, 85, 15, '17:46.2', 36.211151508731255, 98.32710694, 120, 83, 83, 'Female', 57.45053053581802, 1.7839506601699717, 0.14736830933181044, 37, 18.052126421984003, 95.33333333333333, 'High Risk'),
(174158, 72, 13, '16:46.2', 36.966532084803454, 95.18173916071049, 130, 83, 23, 'Male', 97.55381424611925, 1.9841542610461667, 0.10551064282565091, 47, 24.77954835784316, 98.66666666666667, 'Low Risk'),
(174159, 80, 13, '15:46.2', 37.298490706082255, 99.23172919232165, 122, 78, 77, 'Female', 54.39368761742341, 1.5563455464998104, 0.1416854428305846, 44, 22.45620934142466, 92.66666666666667, 'Low Risk'),
(174160, 84, 12, '14:46.2', 36.27997531178304, 95.26896562902287, 126, 89, 85, 'Male', 64.50957412784226, 1.7384817432167636, 0.12982085398116194, 37, 21.34439779688375, 101.33333333333333, 'Low Risk'),
(174161, 84, 12, '13:46.2', 36.698376108560545, 95.59493760573817, 113, 84, 53, 'Male', 60.313882331668914, 1.5905022377549165, 0.054051659, 29, 23.84233114, 93.66666666666667, 'Low Risk'),
(174162, 86, 14, '12:46.2', 37.05030543420709, 98.27717340184077, 117, 86, 37, 'Male', 90.29036064365616, 1.723780855759764, 0.064435111, 31, 30.386262229403187, 96.33333333333333, 'High Risk'),
(174163, 62, 13, '11:46.2', 36.25058261296681, 96.87452094795738, 111, 85, 78, 'Female', 51.652996123940675, 1.9912035966906259, 0.090352493, 26, 13.027592984956271, 93.66666666666667, 'High Risk'),
(174164, 83, 13, '10:46.2', 37.416410059521766, 99.42330014002619, 115, 71, 68, 'Male', 61.14433664302664, 1.6575505058751356, 0.13579171739881218, 44, 22.254748825675723, 85.66666666666667, 'Low Risk'),
(174165, 79, 15, '09:46.2', 37.00830958288685, 96.35345889096898, 120, 88, 76, 'Male', 63.12099427953242, 1.903597952269978, 0.1482558879654256, 32, 17.41900618425533, 98.66666666666667, 'High Risk'),
(174166, 72, 14, '08:46.2', 37.01701178161489, 97.92429129, 120, 83, 64, 'Male', 74.25391566, 1.5085989538836064, 0.10910315685163721, 37, 32.626595297159305, 95.33333333333333, 'High Risk'),
(174167, 84, 15, '07:46.2', 36.76448545719052, 97.24722376179426, 128, 89, 49, 'Male', 90.17236148718365, 1.5643063856885768, 0.091230534, 39, 36.849347922199826, 102, 'High Risk'),
(174168, 62, 14, '06:46.2', 36.85211681849071, 99.54661871222056, 118, 88, 37, 'Female', 79.65749925896624, 1.6735271557168643, 0.079833658, 30, 28.44206603539186, 98, 'Low Risk'),
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(174346, 73, 14, '08:46.2', 37.03551656, 95.23111343316029, 133, 86, 47, 'Male', 99.78068319645604, 1.7918081588467634, 0.11805362853890712, 47, 31.078743607814697, 101.66666666666667, 'High Risk'),
(174347, 85, 19, '07:46.2', 36.04243101850345, 99.49454402, 126, 76, 35, 'Female', 85.94578961, 1.7743967243019723, 0.083267125, 50, 27.297517421752886, 92.66666666666666, 'Low Risk'),
(174348, 82, 18, '06:46.2', 37.00880000260832, 95.42623077223934, 116, 85, 88, 'Female', 61.372517306099446, 1.943683563555144, 0.1240354564055464, 31, 16.24511585, 95.33333333333333, 'High Risk'),
(174349, 88, 18, '05:46.2', 36.72149820887401, 95.97004472959986, 123, 78, 61, 'Male', 52.17038923, 1.7162403577851995, 0.092777771, 45, 17.712010310259757, 93, 'High Risk'),
(174350, 62, 17, '04:46.2', 37.383866106096825, 98.84857606629784, 112, 72, 64, 'Female', 89.36165038723823, 1.932853013584667, 0.14213964815220168, 40, 23.91957855585066, 85.33333333333333, 'Low Risk'),
(174351, 78, 14, '03:46.2', 37.08911304988504, 95.46856041, 130, 71, 30, 'Male', 55.966807786299476, 1.9983000892005311, 0.076636642, 59, 14.015516950050035, 90.66666666666666, 'High Risk'),
(174352, 77, 12, '02:46.2', 36.666527038663816, 96.21525234618973, 120, 88, 48, 'Male', 50.64811942919605, 1.5147840027740158, 0.064573721, 32, 22.073027510984332, 98.66666666666667, 'Low Risk'),
(174353, 87, 12, '01:46.2', 36.66205508159994, 98.90692075454417, 125, 88, 32, 'Female', 62.041992700724684, 1.7491937868431653, 0.069746221, 37, 20.277288777270087, 100.33333333333333, 'Low Risk'),
(174354, 60, 12, '00:46.2', 36.98810437663389, 96.12089125871758, 133, 75, 35, 'Female', 52.14161383551006, 1.536420185269662, 0.11124178298819508, 58, 22.08841027731009, 94.33333333333333, 'Low Risk'),
(174355, 81, 14, '59:46.2', 36.62027657930585, 97.46799418937428, 113, 74, 33, 'Male', 59.33738966891643, 1.964587845569302, 0.052139251749582574, 39, 15.37395237954392, 87, 'High Risk'),
(174356, 63, 14, '58:46.2', 36.14148444, 97.54588494008946, 119, 71, 77, 'Female', 76.96767314601117, 1.5376128487550937, 0.13645571752204122, 48, 32.55474954234543, 87, 'High Risk'),
(174357, 92, 15, '57:46.2', 36.181751577234714, 98.13122083428419, 130, 77, 56, 'Male', 89.67521034165594, 1.6783218994802616, 0.087380913, 53, 31.83624814222035, 94.66666666666666, 'High Risk'),
(174358, 79, 13, '56:46.2', 36.67612561946577, 95.06848598454398, 136, 82, 77, 'Male', 56.984988059838436, 1.7503538342151552, 0.10349984886701546, 54, 18.599820847551108, 100, 'Low Risk'),
(174359, 94, 16, '55:46.2', 36.037700801933106, 97.40995841505769, 129, 78, 47, 'Male', 81.67970269128963, 1.6343623209627935, 0.11451945160641405, 51, 30.57859067375479, 95, 'High Risk'),
(174360, 69, 19, '54:46.2', 37.40131890290917, 99.94533587, 111, 70, 36, 'Female', 99.64265768797245, 1.879165511610689, 0.05781475, 41, 28.217285748148214, 83.66666666666667, 'Low Risk'),
(174361, 67, 14, '53:46.2', 36.73433683683908, 95.77270280552796, 116, 75, 37, 'Female', 57.57058203346065, 1.5151433239413539, 0.11185665920891996, 41, 25.07801668652525, 88.66666666666667, 'Low Risk'),
(174362, 71, 14, '52:46.2', 37.42557646844462, 96.08172169000363, 127, 86, 32, 'Female', 72.52966945924581, 1.987825920347163, 0.12812264945698792, 41, 18.355194871552296, 99.66666666666667, 'High Risk'),
(174363, 74, 19, '51:46.2', 36.34878822868947, 97.99082211080261, 128, 71, 87, 'Male', 64.82378265760872, 1.89296012, 0.11523716347150258, 57, 18.090536259790657, 90, 'High Risk'),
(174364, 63, 17, '50:46.2', 36.89543883729783, 96.01844288, 132, 70, 20, 'Male', 93.11793907, 1.5637726422056426, 0.088688217, 62, 38.079052489257684, 90.66666666666666, 'High Risk'),
(174365, 82, 12, '49:46.2', 36.83639801, 97.96741894519266, 127, 74, 75, 'Male', 55.78326988383685, 1.5840918976175635, 0.064105479, 53, 22.23019246419086, 91.66666666666666, 'Low Risk'),
(174366, 76, 18, '48:46.2', 36.716671714441674, 97.80404659121517, 112, 75, 30, 'Female', 87.37045513, 1.9488397054441862, 0.079808994, 37, 23.00447674902495, 87.33333333333333, 'Low Risk'),
(174367, 74, 14, '47:46.2', 36.601335404395236, 98.64834967775252, 114, 72, 39, 'Male', 91.06290938870409, 1.8084547066066585, 0.11194738349626637, 42, 27.84365534, 86, 'Low Risk'),
(174368, 63, 18, '46:46.2', 36.554995212175605, 98.38110125, 121, 74, 70, 'Male', 90.17886897893115, 1.8025041863605171, 0.1480387979823727, 47, 27.755702253301017, 89.66666666666667, 'Low Risk'),
(174369, 95, 18, '45:46.2', 36.73930058264564, 96.41076782900711, 114, 84, 69, 'Male', 55.891753912928685, 1.7453588440921677, 0.12837472364702174, 30, 18.347558294040645, 94, 'High Risk'),
(174370, 97, 12, '44:46.2', 36.57984802764133, 98.35928044521522, 133, 74, 85, 'Male', 79.50913892251378, 1.6763549157091804, 0.052691433309916096, 59, 28.29339778659478, 93.66666666666666, 'High Risk'),
(174371, 87, 13, '43:46.2', 37.127216587848125, 98.12331975921896, 138, 70, 24, 'Male', 79.26066696816841, 1.832361731725537, 0.11162418522413753, 68, 23.606700837323707, 92.66666666666666, 'Low Risk'),
(174372, 78, 18, '42:46.2', 36.57142281142429, 96.67559133290789, 112, 87, 25, 'Female', 79.43543791236164, 1.581825837671464, 0.098775408, 25, 31.74658128126076, 95.33333333333333, 'High Risk'),
(174373, 85, 16, '41:46.2', 37.442319289998025, 98.35486396114341, 132, 85, 26, 'Female', 60.66254633093197, 1.536543427, 0.12191807915470965, 47, 25.693954927822432, 100.66666666666667, 'Low Risk'),
(174374, 68, 12, '40:46.2', 37.03732033772525, 99.77336972907467, 138, 76, 53, 'Male', 50.97957705627723, 1.746573253285745, 0.11547606321965183, 62, 16.711776458588787, 96.66666666666666, 'High Risk'),
(174375, 61, 19, '39:46.2', 36.209542157381605, 95.78050718974407, 110, 77, 29, 'Female', 72.28050457096835, 1.8863100166044444, 0.09792541, 33, 20.31398061804536, 88, 'Low Risk'),
(174376, 84, 12, '38:46.2', 36.01947019384875, 99.52023450280157, 133, 83, 34, 'Male', 75.27663737705383, 1.8569005255002127, 0.066193287, 50, 21.831467642254385, 99.66666666666666, 'Low Risk'),
(174377, 64, 15, '37:46.2', 36.322241049547884, 98.62561485, 136, 72, 75, 'Male', 86.72664572679679, 1.6515036693953626, 0.074541358, 64, 31.79753572, 93.33333333333333, 'High Risk'),
(174378, 77, 13, '36:46.2', 37.04582822983984, 98.70171071676624, 119, 88, 78, 'Male', 82.90586180005688, 1.8091580150104316, 0.1482401163627477, 31, 25.32982778140649, 98.33333333333333, 'Low Risk'),
(174379, 60, 12, '35:46.2', 37.075935478606574, 97.08165653834996, 121, 76, 76, 'Male', 75.97907950073869, 1.6851671025059964, 0.10344826588859612, 45, 26.755192686842886, 91, 'Low Risk'),
(174380, 80, 13, '34:46.2', 37.474766604910165, 98.44105226673527, 122, 74, 77, 'Female', 55.53490946724147, 1.7518576859935826, 0.09389789, 48, 18.095409782034704, 90, 'High Risk'),
(174381, 81, 17, '33:46.2', 37.04796040841411, 96.93051233436947, 113, 76, 41, 'Female', 81.29941520331532, 1.888688924625193, 0.10284897564873194, 37, 22.791166532231387, 88.33333333333333, 'Low Risk'),
(174382, 68, 12, '32:46.2', 36.81274455487412, 98.65327345706218, 137, 70, 55, 'Male', 64.99518225369592, 1.6603364377589198, 0.087388986, 67, 23.577023036135035, 92.33333333333333, 'Low Risk'),
(174383, 86, 18, '31:46.2', 36.8850554, 97.55912073035844, 138, 71, 77, 'Female', 54.473978576781164, 1.5731102003569357, 0.11898149418634907, 67, 22.012572605968252, 93.33333333333333, 'Low Risk'),
(174384, 83, 17, '30:46.2', 36.197856091976476, 97.44086494352479, 129, 74, 72, 'Male', 92.96281649827873, 1.9097365680729435, 0.10538017514356116, 55, 25.48956035412693, 92.33333333333333, 'Low Risk'),
(174385, 60, 16, '29:46.2', 36.688080364972635, 97.21338578977888, 126, 76, 68, 'Male', 83.17649997345293, 1.759546051169047, 0.11944969995054036, 50, 26.865774552977307, 92.66666666666666, 'Low Risk'),
(174386, 79, 13, '28:46.2', 36.58695370799648, 95.63389514751941, 138, 76, 65, 'Female', 97.46097420696076, 1.761829361226075, 0.10465569669261793, 62, 31.398077825185553, 96.66666666666666, 'High Risk'),
(174387, 81, 19, '27:46.2', 36.90463597051842, 98.86075869330995, 134, 84, 43, 'Female', 61.42644084563964, 1.7978002849120227, 0.13639714186151625, 50, 19.005200796692744, 100.66666666666666, 'Low Risk'),
(174388, 81, 16, '26:46.2', 36.820632626610944, 99.39266157, 137, 82, 73, 'Female', 77.32355331700208, 1.971362575454538, 0.086064052, 55, 19.89659629431618, 100.33333333333333, 'Low Risk'),
(174389, 86, 14, '25:46.2', 36.39419720478708, 98.61071894278517, 127, 85, 50, 'Female', 72.72571909709701, 1.9071449553504416, 0.13904904220249337, 42, 19.994963568733194, 99, 'Low Risk'),
(174390, 63, 15, '24:46.2', 37.410557535447666, 96.84330072, 120, 73, 21, 'Male', 96.94985510101401, 1.5137922440216087, 0.066664206, 47, 42.30723207105892, 88.66666666666667, 'High Risk'),
(174391, 76, 13, '23:46.2', 37.04737329690305, 96.99142477931811, 121, 80, 75, 'Male', 85.53210212432575, 1.751835586487694, 0.13667567066812006, 41, 27.870352219359035, 93.66666666666667, 'Low Risk'),
(174392, 75, 14, '22:46.2', 36.589165283463075, 98.16926712476311, 131, 71, 63, 'Male', 69.43291600056592, 1.5455262574795692, 0.09332956, 60, 29.067831176834236, 91, 'Low Risk'),
(174393, 80, 17, '21:46.2', 36.06902536498774, 97.85005531120653, 118, 75, 50, 'Female', 78.39858846381125, 1.8669875546938206, 0.13737450818559854, 43, 22.491861343486637, 89.33333333333333, 'Low Risk'),
(174394, 72, 13, '20:46.2', 37.15267197010704, 99.01330509348145, 138, 87, 35, 'Female', 89.94296363914705, 1.577854269268988, 0.12191305198038084, 51, 36.127126106291655, 104, 'High Risk'),
(174395, 76, 19, '19:46.2', 37.18519161053125, 99.67764414797117, 134, 75, 21, 'Male', 51.69782769499871, 1.7817339595738118, 0.12242339201459408, 59, 16.284955622277785, 94.66666666666666, 'High Risk'),
(174396, 73, 13, '18:46.2', 36.97850926, 98.02501536088981, 137, 75, 68, 'Female', 89.43108358237285, 1.825578606458756, 0.082834405, 62, 26.834123700085765, 95.66666666666666, 'Low Risk'),
(174397, 99, 16, '17:46.2', 36.14819133758706, 97.96593079103432, 122, 80, 57, 'Male', 83.91197530567163, 1.6427656206051384, 0.10498819653841499, 42, 31.09372359773546, 94, 'High Risk'),
(174398, 92, 12, '16:46.2', 36.36917669784895, 95.90855569068572, 127, 86, 38, 'Male', 89.63163273648354, 1.5313678244592845, 0.070854635, 41, 38.221019911431746, 99.66666666666667, 'High Risk'),
(174399, 71, 15, '15:46.2', 37.371992541557525, 95.96453615107671, 115, 84, 41, 'Male', 71.44599389, 1.569001724791313, 0.11648597312945755, 31, 29.02224741206921, 94.33333333333333, 'Low Risk'),
(174400, 70, 19, '14:46.2', 37.47563169209608, 97.41573937781776, 135, 89, 39, 'Male', 81.18180137593147, 1.8683620760861903, 0.11655625554866933, 46, 23.256084512361483, 104.33333333333333, 'Low Risk'),
(174401, 90, 18, '13:46.2', 37.45841527708161, 96.15372264869535, 135, 79, 54, 'Male', 71.52505432054133, 1.8794521342088601, 0.074844698, 56, 20.248630580336474, 97.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(174403, 91, 19, '11:46.2', 36.80397831283795, 98.38779911704509, 114, 80, 21, 'Male', 51.12522475287661, 1.6277675504625895, 0.099058845, 34, 19.29525209619166, 91.33333333333333, 'High Risk'),
(174404, 86, 17, '10:46.2', 36.30510283, 96.21358816895759, 121, 71, 63, 'Female', 92.82979351250034, 1.8422260215478632, 0.14847693234789894, 50, 27.35278548557678, 87.66666666666666, 'Low Risk'),
(174405, 73, 19, '09:46.2', 37.044620136993494, 95.72809923459889, 120, 88, 82, 'Male', 78.03723917533688, 1.8579413185015792, 0.057463253, 32, 22.606738478535085, 98.66666666666667, 'Low Risk'),
(174406, 86, 17, '08:46.2', 37.38082097189997, 97.34691134048252, 124, 73, 49, 'Female', 58.401653080590776, 1.7775422792934192, 0.10672928887957805, 51, 18.483544673286815, 90, 'High Risk'),
(174407, 69, 16, '07:46.2', 37.00619511812159, 99.65550795445411, 120, 87, 25, 'Male', 77.78189244751064, 1.7611794294282574, 0.094814301, 33, 25.07675268882207, 98, 'Low Risk'),
(174408, 69, 17, '06:46.2', 37.09702116, 96.76958073764344, 112, 84, 43, 'Male', 57.78827265109892, 1.531901084115515, 0.13122750132364042, 28, 24.62511493167164, 93.33333333333333, 'Low Risk'),
(174409, 93, 17, '05:46.2', 36.63775473066817, 99.89855213, 110, 87, 74, 'Male', 73.00316513910872, 1.840794683615447, 0.078317386, 23, 21.544230510548697, 94.66666666666667, 'High Risk'),
(174410, 97, 14, '04:46.2', 36.83998304111274, 98.13602179619089, 131, 74, 56, 'Female', 69.55572243370239, 1.9620920677364224, 0.11700514518816868, 57, 18.067335185486016, 93, 'High Risk'),
(174411, 63, 17, '03:46.2', 36.90160639, 97.71413813269558, 125, 82, 65, 'Male', 91.65571121171799, 1.6759711488796005, 0.12383675820853106, 43, 32.63070487819945, 96.33333333333333, 'High Risk'),
(174412, 78, 13, '02:46.2', 36.07461623645079, 95.12094585133839, 114, 79, 65, 'Female', 86.28774986146644, 1.7263776723249142, 0.051021885699128355, 35, 28.951930189284454, 90.66666666666667, 'Low Risk'),
(174413, 88, 16, '01:46.2', 36.50552066407293, 97.16007992291341, 131, 76, 30, 'Female', 78.53210113056593, 1.9488470922916636, 0.077909525, 55, 20.677197990853394, 94.33333333333333, 'Low Risk'),
(174414, 99, 12, '00:46.2', 36.55477418489127, 99.67028330269885, 129, 70, 61, 'Male', 93.52287327, 1.532225423, 0.080196081, 59, 39.835705509146315, 89.66666666666666, 'High Risk'),
(174415, 94, 13, '59:46.2', 37.06599971233734, 97.46829778, 114, 88, 41, 'Male', 70.62372192525221, 1.9345989912662391, 0.0732827, 26, 18.86986041140664, 96.66666666666667, 'High Risk'),
(174416, 84, 12, '58:46.2', 37.170944707736574, 98.01817294865828, 137, 74, 50, 'Female', 62.26941252659692, 1.505401430932073, 0.051872227, 63, 27.477050974195375, 95, 'Low Risk'),
(174417, 92, 15, '57:46.2', 36.663998659004925, 96.17318683, 130, 88, 81, 'Female', 98.20901809565405, 1.8381536686011097, 0.059407551, 42, 29.066165246182706, 102, 'High Risk'),
(174418, 98, 16, '56:46.2', 36.07164596832075, 96.26303055, 133, 77, 79, 'Female', 98.55712793242247, 1.6073434197170635, 0.083779525, 56, 38.14790442979778, 95.66666666666666, 'High Risk'),
(174419, 72, 14, '55:46.2', 36.15616609556151, 98.48240448433911, 130, 87, 49, 'Female', 54.51350789157867, 1.5530631690209304, 0.14107183772216925, 43, 22.60090804699151, 101.33333333333333, 'Low Risk'),
(174420, 99, 16, '54:46.2', 37.09694456571017, 95.41148082065038, 122, 77, 84, 'Female', 74.1285467, 1.791130331712555, 0.14404382886634132, 45, 23.106337305288744, 92, 'High Risk'),
(174421, 80, 17, '53:46.2', 36.755656569862055, 99.33426375430278, 124, 74, 57, 'Female', 68.03743515864639, 1.9395165397288905, 0.13443685516783832, 50, 18.08676760479523, 90.66666666666666, 'High Risk'),
(174422, 62, 14, '52:46.2', 36.99255946760073, 98.7528761, 124, 80, 73, 'Female', 67.11276615631245, 1.8084812805908712, 0.1138460916455559, 44, 20.519988060125353, 94.66666666666667, 'Low Risk'),
(174423, 64, 18, '51:46.2', 36.70989251409967, 97.93567082586394, 126, 71, 30, 'Male', 66.14626813493223, 1.661463280706879, 0.081911339, 55, 23.962043481335336, 89.33333333333333, 'Low Risk'),
(174424, 78, 16, '50:46.2', 36.208939661029916, 96.69355367616096, 133, 70, 23, 'Male', 64.01063876175134, 1.7057722444901484, 0.099377659, 63, 21.99936138912304, 91, 'Low Risk'),
(174425, 83, 17, '49:46.2', 36.84679017948689, 97.61963240189544, 118, 75, 79, 'Male', 98.87370431, 1.8294816610471751, 0.11397308512485076, 43, 29.540965435231943, 89.33333333333333, 'Low Risk'),
(174426, 78, 17, '48:46.2', 36.893571725274654, 95.18667655834713, 120, 82, 30, 'Female', 67.63903277716494, 1.9137787980441974, 0.14793631863384155, 38, 18.467746769079188, 94.66666666666667, 'High Risk'),
(174427, 82, 13, '47:46.2', 36.21656048212681, 96.33551032, 128, 82, 28, 'Male', 60.26533459, 1.5174973512512095, 0.10834508404098453, 46, 26.17048002868848, 97.33333333333333, 'Low Risk'),
(174428, 69, 17, '46:46.2', 36.63629612314335, 97.28850652423877, 117, 85, 20, 'Female', 52.600925146997405, 1.7594416116287268, 0.10625374339491833, 32, 16.991967336215822, 95.66666666666667, 'High Risk'),
(174429, 92, 15, '45:46.2', 36.205202029855414, 99.60722847136404, 128, 83, 47, 'Male', 94.32698059, 1.8520806363181843, 0.10754935775517421, 45, 27.498952479996316, 98, 'High Risk'),
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(174604, 91, 12, '50:46.2', 36.059983938688326, 97.42609193564608, 117, 75, 56, 'Male', 87.17878093, 1.6729881472435897, 0.085775855, 42, 31.147634048091692, 89, 'High Risk'),
(174605, 98, 15, '49:46.2', 37.057266630611814, 98.46939384, 134, 77, 29, 'Male', 84.93170947490928, 1.873915395904158, 0.078649279, 57, 24.186326252052663, 96, 'High Risk'),
(174606, 64, 13, '48:46.2', 36.44486096160695, 96.67254868078611, 125, 81, 88, 'Female', 93.43196185778254, 1.9885092783058633, 0.094380769, 44, 23.62872156340212, 95.66666666666667, 'Low Risk'),
(174607, 90, 17, '47:46.2', 36.11580449553746, 99.44913138046354, 117, 70, 43, 'Female', 93.62379131692776, 1.7220293056798128, 0.14425854628717155, 47, 31.572222001182865, 85.66666666666667, 'High Risk'),
(174608, 64, 12, '46:46.2', 36.11010120714193, 99.54365585415711, 114, 73, 84, 'Male', 99.05676349273114, 1.713110981058405, 0.09160759, 41, 33.75305881831617, 86.66666666666667, 'High Risk'),
(174609, 61, 18, '45:46.2', 36.06414057, 98.80365946994492, 124, 75, 30, 'Female', 66.12156008325326, 1.539749255502654, 0.1320814438914379, 49, 27.889651422568814, 91.33333333333333, 'Low Risk'),
(174610, 65, 19, '44:46.2', 36.87266204254044, 98.89372406102498, 134, 82, 18, 'Female', 87.82590508105892, 1.8421991810185527, 0.11318975567367802, 52, 25.87911760958892, 99.33333333333333, 'Low Risk'),
(174611, 98, 16, '43:46.2', 36.99840670624679, 99.80944721348052, 125, 88, 58, 'Male', 99.95437723136315, 1.8924039807433168, 0.1222969024706483, 37, 27.91091741734227, 100.33333333333333, 'High Risk'),
(174612, 62, 12, '42:46.2', 36.14276170003054, 98.07452136161602, 130, 83, 30, 'Male', 95.08698273433603, 1.7162332270608172, 0.091349245, 47, 32.282596286142116, 98.66666666666667, 'High Risk'),
(174613, 81, 12, '41:46.2', 36.19433797097164, 96.48602908436523, 131, 73, 31, 'Male', 82.05086671, 1.5384501778491693, 0.085632272, 58, 34.66700317, 92.33333333333333, 'High Risk'),
(174614, 79, 13, '40:46.2', 36.65462420231052, 95.96979597, 129, 84, 59, 'Female', 98.68322291, 1.813932769949669, 0.1212245881995929, 45, 29.99169088727156, 99, 'Low Risk'),
(174615, 75, 16, '39:46.2', 36.88166083939091, 98.78989757345246, 135, 85, 38, 'Male', 52.58677506280293, 1.9071781817236786, 0.11450767844560317, 50, 14.457526553772778, 101.66666666666666, 'High Risk'),
(174616, 82, 18, '38:46.2', 36.95533879199941, 98.63130992516528, 134, 74, 21, 'Male', 54.34517275792884, 1.5926922492718567, 0.082880084, 60, 21.423836262587784, 94, 'Low Risk'),
(174617, 76, 14, '37:46.2', 36.903306504208096, 97.85497796008376, 133, 75, 24, 'Female', 82.48441825275584, 1.5898751756384515, 0.11826217015057906, 58, 32.63216281119288, 94.33333333333333, 'High Risk'),
(174618, 76, 15, '36:46.2', 37.41374682555016, 98.66133082869966, 125, 85, 53, 'Male', 64.74761947646475, 1.663158861241518, 0.092355566, 40, 23.407570365992637, 98.33333333333333, 'Low Risk'),
(174619, 88, 19, '35:46.2', 36.16719383768518, 99.12822748935102, 133, 82, 60, 'Male', 98.64159435986136, 1.6103607117175076, 0.085990211, 51, 38.03765633555548, 99, 'High Risk'),
(174620, 84, 18, '34:46.2', 36.87185757376634, 95.34349032498125, 136, 72, 41, 'Male', 61.08575075190578, 1.7968929661660498, 0.062310656, 64, 18.91888330659753, 93.33333333333333, 'Low Risk'),
(174621, 67, 17, '33:46.2', 36.43823529135733, 95.56528743333806, 129, 76, 57, 'Male', 54.11982644837213, 1.5042278633070998, 0.080794167, 53, 23.91823547715121, 93.66666666666666, 'Low Risk'),
(174622, 66, 17, '32:46.2', 36.19239689287943, 95.08207301, 125, 74, 46, 'Male', 64.99861586329307, 1.810301055014571, 0.11155234340985004, 51, 19.833643350720628, 91, 'Low Risk'),
(174623, 89, 15, '31:46.2', 37.45400711867784, 96.28715450593428, 123, 72, 69, 'Female', 92.11358280040163, 1.9083015375518841, 0.11225894475722929, 51, 25.294708231398214, 89, 'Low Risk'),
(174624, 62, 19, '30:46.2', 36.94115956700823, 97.10044224293797, 112, 70, 27, 'Female', 76.99924570288749, 1.716914614553055, 0.1280609334530419, 42, 26.120956501919554, 84, 'Low Risk'),
(174625, 77, 17, '29:46.2', 36.35708067570726, 97.29275118862338, 122, 72, 21, 'Female', 92.50983009810892, 1.5240275759169044, 0.11294328625841873, 50, 39.829259564812624, 88.66666666666666, 'High Risk'),
(174626, 75, 17, '28:46.2', 37.285256784212166, 99.80192931433714, 116, 70, 32, 'Female', 73.59566227006637, 1.983365746146648, 0.084307328, 46, 18.70882879930865, 85.33333333333333, 'Low Risk'),
(174627, 81, 18, '27:46.2', 36.98605821705184, 96.65431527169925, 118, 76, 60, 'Male', 71.97267643022751, 1.7590556013517387, 0.053249902, 42, 23.259936176714305, 90, 'Low Risk'),
(174628, 73, 15, '26:46.2', 36.55989048602918, 99.05579181530841, 119, 75, 46, 'Female', 97.54491968677729, 1.7072330619421667, 0.066448042, 44, 33.467173119515124, 89.66666666666667, 'High Risk'),
(174629, 62, 12, '25:46.2', 36.19844238150693, 96.61218789452947, 138, 76, 21, 'Female', 88.81615277, 1.787349284087732, 0.078674182, 62, 27.801811573647523, 96.66666666666666, 'Low Risk'),
(174630, 69, 19, '24:46.2', 36.22724325071127, 98.11871398537745, 112, 76, 82, 'Male', 69.20163584103516, 1.6353149342542868, 0.090930063, 36, 25.87697790370292, 88, 'Low Risk'),
(174631, 64, 17, '23:46.2', 36.91427319794466, 97.95705147, 113, 71, 43, 'Male', 72.78797346791907, 1.9565820711512285, 0.11456552707484499, 42, 19.01356216088823, 85, 'Low Risk'),
(174632, 84, 14, '22:46.2', 36.68692583483313, 95.79545029, 131, 88, 75, 'Male', 57.072823446276914, 1.645651614238006, 0.13958251790749737, 43, 21.07431939603902, 102.33333333333333, 'Low Risk'),
(174633, 70, 15, '21:46.2', 36.64329439478618, 96.82114969705832, 129, 88, 34, 'Female', 55.82657222843949, 1.6999233949714716, 0.10955983016615145, 41, 19.31889406855921, 101.66666666666667, 'Low Risk'),
(174634, 74, 15, '20:46.2', 37.40169861927186, 95.57872402238328, 111, 80, 43, 'Male', 74.84390922, 1.8422515323788193, 0.11412754680036517, 31, 22.05253959174799, 90.33333333333333, 'Low Risk'),
(174635, 90, 17, '19:46.2', 36.85358002478715, 98.05131729089578, 135, 72, 47, 'Female', 52.92395573543049, 1.7263746820910588, 0.11373303235088272, 63, 17.757514621082652, 93, 'High Risk'),
(174636, 75, 15, '18:46.2', 36.378568958750975, 95.06189679089069, 130, 87, 46, 'Female', 83.47119927465312, 1.8665935748442009, 0.072286792, 43, 23.957258564972857, 101.33333333333333, 'Low Risk'),
(174637, 92, 17, '17:46.2', 36.41395378377178, 97.24323744680174, 139, 88, 60, 'Male', 52.388784924047144, 1.885409174793947, 0.1175792048855095, 51, 14.737611150480314, 105, 'High Risk'),
(174638, 69, 14, '16:46.2', 36.024890126239384, 99.77331102848953, 129, 88, 31, 'Male', 60.94136563277303, 1.842417887908933, 0.10067619824802873, 41, 17.952953212327454, 101.66666666666667, 'High Risk'),
(174639, 85, 12, '15:46.2', 36.87440499166494, 99.13460479924599, 132, 83, 27, 'Female', 62.76621579395505, 1.831031579035435, 0.10137278139376836, 49, 18.721225596583295, 99.33333333333333, 'Low Risk'),
(174640, 71, 18, '14:46.2', 37.39710620412124, 96.33497774, 118, 79, 58, 'Male', 85.12447262225537, 1.6879862033371946, 0.11805231993266088, 39, 29.875600892126013, 92, 'Low Risk'),
(174641, 96, 17, '13:46.2', 36.78113338756161, 98.92097951990486, 114, 70, 57, 'Female', 99.05427398690378, 1.5739951116717206, 0.075667409, 44, 39.98217914119443, 84.66666666666667, 'High Risk'),
(174642, 65, 16, '12:46.2', 36.93859367359109, 96.75022253, 123, 89, 83, 'Male', 87.81951319948175, 1.8365364621978189, 0.14981834385972553, 34, 26.037058273702247, 100.33333333333333, 'Low Risk'),
(174643, 60, 13, '11:46.2', 36.33289006741572, 98.72540003532653, 124, 85, 58, 'Female', 78.72976412619595, 1.5098508562409956, 0.082667857, 39, 34.53590580181397, 98, 'High Risk'),
(174644, 88, 13, '10:46.2', 36.06236150004893, 96.75012416017049, 117, 80, 21, 'Male', 79.36805043360474, 1.860009609515866, 0.074843183, 37, 22.941158036985755, 92.33333333333333, 'Low Risk'),
(174645, 66, 15, '09:46.2', 36.735360624957224, 99.53765801496672, 124, 71, 39, 'Male', 89.06211068376166, 1.6442988761990502, 0.050462483, 53, 32.94059680782228, 88.66666666666666, 'High Risk'),
(174646, 77, 18, '08:46.2', 36.675717026869904, 99.29675128584282, 113, 87, 24, 'Male', 85.35618162566874, 1.5052857852949995, 0.14752564293175896, 26, 37.67012469630746, 95.66666666666667, 'High Risk'),
(174647, 72, 14, '07:46.2', 36.16827838321641, 96.31411143, 112, 82, 60, 'Male', 60.17763384755471, 1.9732758294730182, 0.12185286697920607, 30, 15.454662130464515, 92, 'High Risk'),
(174648, 83, 14, '06:46.2', 36.89766310223203, 96.63672317742034, 125, 75, 70, 'Male', 79.58462668308425, 1.6819977224171656, 0.076561291, 50, 28.130559923617064, 91.66666666666666, 'Low Risk'),
(174649, 87, 13, '05:46.2', 37.395572119278604, 99.90494207106822, 137, 84, 77, 'Female', 96.19041760051257, 1.624701886293858, 0.063722187, 53, 36.44050952401809, 101.66666666666666, 'High Risk'),
(174650, 87, 12, '04:46.2', 36.49716917420604, 99.68452899250275, 119, 76, 64, 'Female', 80.23874271457422, 1.5525904966254571, 0.057520958, 43, 33.28666367114965, 90.33333333333333, 'High Risk'),
(174651, 74, 17, '03:46.2', 36.102898162798866, 95.84503648327798, 112, 88, 39, 'Male', 50.346887229015984, 1.6190310904674399, 0.057185344, 24, 19.207119902882056, 96, 'Low Risk'),
(174652, 80, 17, '02:46.2', 36.48432830935896, 98.81729102, 122, 85, 18, 'Female', 78.92531049550247, 1.672818723770767, 0.075367585, 37, 28.204508589097827, 97.33333333333333, 'Low Risk'),
(174653, 91, 16, '01:46.2', 37.35520687891032, 95.13072273, 127, 88, 86, 'Male', 94.51494105666123, 1.9982635530361892, 0.13442913765204303, 39, 23.66981880657213, 101, 'High Risk'),
(174654, 64, 12, '00:46.2', 37.011439577806264, 98.28632561267884, 122, 74, 63, 'Female', 83.11558828841974, 1.775014902330343, 0.13592117662010297, 48, 26.38022382301479, 90, 'Low Risk'),
(174655, 85, 15, '59:46.2', 36.41687845087762, 98.21431325, 113, 84, 21, 'Female', 87.48050368828221, 1.7183381585804296, 0.13836422864050468, 29, 29.62743172874499, 93.66666666666667, 'Low Risk'),
(174656, 60, 15, '58:46.2', 36.45329150110054, 97.82532979, 120, 88, 46, 'Male', 54.51827619849344, 1.5549961802623662, 0.11929028210985596, 32, 22.54672472, 98.66666666666667, 'Low Risk'),
(174657, 63, 18, '57:46.2', 37.13824862173319, 96.98210171875809, 119, 75, 50, 'Female', 88.00481521312486, 1.7975621825715282, 0.058544763, 44, 27.235703015418313, 89.66666666666667, 'Low Risk'),
(174658, 96, 15, '56:46.2', 37.17796259, 95.49297329615969, 126, 84, 43, 'Male', 90.52408643837892, 1.9104746765542715, 0.1242936770255937, 42, 24.80170740826289, 98, 'High Risk'),
(174659, 93, 15, '55:46.2', 37.09919322996744, 98.85817072947081, 118, 78, 33, 'Male', 69.22567661609845, 1.6726832397104527, 0.08531249, 40, 24.742284632588106, 91.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(174660, 61, 19, '54:46.2', 36.33821572213206, 99.00102190561711, 126, 72, 68, 'Female', 84.96109566691561, 1.8621347641224015, 0.11856763175130453, 54, 24.501794240992957, 90, 'Low Risk'),
(174661, 94, 12, '53:46.2', 37.45117975822914, 98.27991835883958, 125, 76, 36, 'Female', 89.61738350688239, 1.6574315395377197, 0.11746502499086015, 49, 32.62278713, 92.33333333333333, 'High Risk'),
(174662, 78, 16, '52:46.2', 37.017918881905224, 95.73354391669572, 125, 77, 85, 'Male', 74.59129157675592, 1.693992945415924, 0.091710795, 48, 25.993510272575985, 93, 'Low Risk'),
(174663, 85, 19, '51:46.2', 37.19637331041891, 98.23796927066044, 113, 89, 58, 'Male', 95.86271230441879, 1.7018351996744354, 0.091432586, 24, 33.09898746538208, 97, 'High Risk'),
(174664, 95, 17, '50:46.2', 36.59260923680323, 99.64890913859287, 128, 89, 43, 'Female', 80.84914443869735, 1.6702794521325894, 0.12579506029364954, 39, 28.979917955456298, 102, 'High Risk'),
(174665, 78, 16, '49:46.2', 37.42743315262686, 97.86125622066399, 135, 79, 18, 'Male', 67.49022498359102, 1.9731415391731293, 0.053499631402210236, 56, 17.335021983594114, 97.66666666666666, 'High Risk'),
(174666, 92, 14, '48:46.2', 37.192091060246646, 99.99705783, 131, 71, 50, 'Female', 61.18109362524986, 1.7445848702784943, 0.1315729775140428, 60, 20.101711340726915, 91, 'High Risk'),
(174667, 91, 14, '47:46.2', 37.48555832457489, 97.21080983324923, 121, 89, 45, 'Female', 65.33484713218247, 1.877693540446427, 0.14121218799780605, 32, 18.530854872523484, 99.66666666666667, 'High Risk'),
(174668, 63, 19, '46:46.2', 37.303044548814384, 99.71832056, 136, 75, 75, 'Male', 86.00157984931519, 1.7920172687227451, 0.14509820655176725, 61, 26.780707644657042, 95.33333333333333, 'Low Risk'),
(174669, 78, 14, '45:46.2', 37.43938061465352, 96.29396547572296, 133, 76, 26, 'Female', 95.30656091573664, 1.720196147748628, 0.059895274, 57, 32.20822986399836, 95, 'High Risk'),
(174670, 89, 15, '44:46.2', 36.92718078751225, 96.38058109, 117, 82, 73, 'Female', 65.03448454, 1.5978945743812436, 0.11628420129361734, 35, 25.471085764178714, 93.66666666666667, 'Low Risk'),
(174671, 80, 19, '43:46.2', 37.407454790249744, 98.06831366199212, 137, 74, 68, 'Male', 91.95629887143767, 1.5368552860145375, 0.061486345069915016, 63, 38.932790490714865, 95, 'High Risk'),
(174672, 77, 16, '42:46.2', 36.95452892672465, 96.71416362225796, 122, 79, 66, 'Male', 77.36586708489241, 1.5641514487369879, 0.091609536, 43, 31.62217915098171, 93.33333333333333, 'High Risk'),
(174673, 71, 18, '41:46.2', 37.145695603836764, 95.22842541023223, 119, 75, 62, 'Female', 80.32366882535575, 1.6057138239157671, 0.11261996254285479, 44, 31.15352861, 89.66666666666667, 'High Risk'),
(174674, 77, 19, '40:46.2', 36.72965358064754, 99.44494442, 134, 78, 38, 'Male', 50.809485611736676, 1.5756003926465307, 0.094385381, 56, 20.46692685432019, 96.66666666666666, 'Low Risk'),
(174675, 75, 12, '39:46.2', 36.37618765824733, 99.19311308776685, 110, 77, 47, 'Female', 85.86226605397295, 1.7730134425831423, 0.051964291233856645, 33, 27.313558768731227, 88, 'Low Risk'),
(174676, 72, 16, '38:46.2', 36.60911768836766, 98.14981439109475, 124, 89, 51, 'Female', 98.75726028, 1.9669621843799283, 0.079085445, 35, 25.525661882771246, 100.66666666666667, 'Low Risk'),
(174677, 91, 12, '37:46.2', 36.235014906632244, 99.34027390482301, 115, 86, 24, 'Male', 83.98930407963184, 1.9560180343090892, 0.061135415, 29, 21.952211259995128, 95.66666666666667, 'High Risk'),
(174678, 82, 17, '36:46.2', 36.58779028046821, 96.71883857, 131, 84, 60, 'Male', 54.19851858731954, 1.6992270411126218, 0.059992955, 47, 18.770878329046628, 99.66666666666667, 'Low Risk'),
(174679, 88, 18, '35:46.2', 37.296336017994406, 95.14917461913112, 137, 85, 48, 'Female', 57.62463607301689, 1.7566544603015188, 0.051055274098172926, 52, 18.6739207, 102.33333333333333, 'Low Risk'),
(174680, 86, 18, '34:46.2', 36.11983332, 99.13328565201351, 113, 80, 31, 'Female', 59.25558246, 1.6935966746381084, 0.084951299, 33, 20.658999581540435, 91, 'Low Risk'),
(174681, 74, 12, '33:46.2', 36.65011911858192, 97.62447131064468, 116, 71, 41, 'Male', 98.92090329801186, 1.6027744910009054, 0.13526953157365126, 45, 38.50731431479774, 86, 'High Risk'),
(174682, 93, 13, '32:46.2', 36.299837289740914, 98.69309219, 121, 71, 50, 'Female', 97.26233262726143, 1.7806344857359488, 0.069562037, 50, 30.675745123461695, 87.66666666666666, 'High Risk'),
(174683, 60, 12, '31:46.2', 36.564180492946114, 95.71767901065911, 123, 77, 72, 'Female', 64.16478891716562, 1.8865308483793297, 0.056670997005274115, 46, 18.02888828391014, 92.33333333333333, 'High Risk'),
(174684, 66, 13, '30:46.2', 36.99357900790415, 96.76668197698272, 119, 71, 54, 'Male', 94.20039810180639, 1.9419086714284963, 0.13356771659561537, 48, 24.98015541816402, 87, 'Low Risk'),
(174685, 88, 15, '29:46.2', 36.39902279744605, 96.29563044539874, 126, 85, 75, 'Female', 79.17158009845564, 1.8983773105501625, 0.14391457536518049, 41, 21.96869419716515, 98.66666666666667, 'Low Risk'),
(174686, 88, 15, '28:46.2', 36.65308485953589, 97.90051809362319, 126, 82, 27, 'Male', 97.93527910328825, 1.9168670769405678, 0.13762881692018264, 44, 26.653556612109174, 96.66666666666667, 'Low Risk'),
(174687, 94, 15, '27:46.2', 36.143565569107665, 98.60403836522319, 113, 78, 23, 'Female', 98.98591920588316, 1.8841968296900287, 0.14611143656229575, 35, 27.88180483601426, 89.66666666666667, 'High Risk'),
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(174864, 84, 19, '30:46.2', 36.07804465928617, 96.06743874228516, 122, 84, 32, 'Female', 80.52627715999202, 1.5557629217492093, 0.062478175, 38, 33.26984579425749, 96.66666666666667, 'High Risk'),
(174865, 73, 12, '29:46.2', 37.34112545859917, 97.54775590632919, 118, 81, 28, 'Female', 85.22980688511099, 1.530360309214172, 0.143088472, 37, 36.39184863358903, 93.33333333333333, 'High Risk'),
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(174868, 99, 18, '26:46.2', 37.318266575176246, 97.28603184, 127, 87, 55, 'Female', 88.39447947, 1.5211104277987197, 0.097721257, 40, 38.20354425186664, 100.33333333333333, 'High Risk'),
(174869, 92, 18, '25:46.2', 36.68543639638706, 99.99230642627516, 111, 76, 45, 'Female', 79.62508905, 1.870888029081017, 0.087290835, 35, 22.748582419906413, 87.66666666666667, 'High Risk'),
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(174871, 76, 12, '23:46.2', 36.50670617903166, 99.69171075512415, 112, 78, 39, 'Male', 99.28875992470108, 1.5950709564875618, 0.087892564, 34, 39.02474482, 89.33333333333333, 'High Risk'),
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(174873, 67, 14, '21:46.2', 36.61785748331383, 99.86379835106322, 112, 75, 23, 'Male', 99.57394580810187, 1.8527893737631915, 0.077505828, 37, 29.00638551153096, 87.33333333333333, 'Low Risk'),
(174874, 77, 13, '20:46.2', 37.001357044014384, 95.31708858900484, 111, 70, 86, 'Male', 83.35203148898276, 1.7562248876149744, 0.14406434733145862, 41, 27.024392163404908, 83.66666666666667, 'Low Risk'),
(174875, 73, 18, '19:46.2', 37.447444476506675, 98.75349132593522, 115, 77, 28, 'Female', 58.10362836976921, 1.58929505, 0.12122867084212434, 38, 23.003514429326305, 89.66666666666667, 'Low Risk'),
(174876, 80, 13, '18:46.2', 37.27821500491623, 97.85635352103337, 124, 85, 78, 'Female', 96.29424394643243, 1.7814231619542173, 0.054844501, 39, 30.343532476917726, 98, 'High Risk'),
(174877, 83, 18, '17:46.2', 36.814367682399975, 99.46943733459928, 139, 76, 43, 'Male', 58.88450258942279, 1.9556124182553134, 0.072656011, 63, 15.396976184760764, 97, 'High Risk'),
(174878, 70, 13, '16:46.2', 36.973976007350714, 98.45539291568944, 127, 77, 71, 'Male', 88.99204951, 1.737993278601207, 0.106704858, 50, 29.461511464065673, 93.66666666666666, 'Low Risk'),
(174879, 70, 17, '15:46.2', 36.60593964708855, 97.44391018, 118, 71, 43, 'Male', 56.56876290626092, 1.6420607576575077, 0.13722715451591688, 47, 20.97964990191238, 86.66666666666667, 'Low Risk'),
(174880, 84, 15, '14:46.2', 36.853366212697814, 98.48415958610417, 136, 83, 61, 'Male', 77.46558261449104, 1.887876858, 0.076047026, 53, 21.735091151339912, 100.66666666666666, 'Low Risk'),
(174881, 69, 18, '13:46.2', 36.29742270480951, 99.27906428175926, 118, 70, 75, 'Male', 78.81774285500585, 1.7830829121177163, 0.12594450578415572, 48, 24.790250629900246, 86, 'Low Risk'),
(174882, 75, 15, '12:46.2', 36.295411484994396, 95.59743369096185, 135, 75, 55, 'Female', 64.52830801, 1.6003609970782255, 0.11514792766842809, 60, 25.194999881967014, 95, 'Low Risk'),
(174883, 78, 12, '11:46.2', 37.126509694194574, 95.11552768126325, 121, 83, 29, 'Male', 90.35330352633525, 1.8503551236019542, 0.14394098611858502, 38, 26.389664077657724, 95.66666666666667, 'Low Risk'),
(174884, 91, 16, '10:46.2', 36.22077346401747, 98.40489425558071, 125, 76, 87, 'Female', 53.23550469402379, 1.8877129779061874, 0.090842924, 49, 14.93927261906073, 92.33333333333333, 'High Risk'),
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(174886, 60, 12, '08:46.2', 36.14714956725151, 96.59381675861114, 136, 80, 57, 'Male', 82.3382381, 1.8007717505581646, 0.1264307010270037, 56, 25.391258761965005, 98.66666666666666, 'Low Risk'),
(174887, 97, 16, '07:46.2', 37.067335664767604, 98.22814725187654, 120, 89, 47, 'Female', 96.83687196192199, 1.8437718158748249, 0.070663571, 31, 28.485668003034636, 99.33333333333333, 'High Risk'),
(174888, 68, 19, '06:46.2', 36.33515406, 96.75603517, 129, 74, 31, 'Female', 74.25428275025462, 1.881722060256689, 0.062658698, 55, 20.970585429511424, 92.33333333333333, 'Low Risk'),
(174889, 63, 18, '05:46.2', 36.99913423856987, 96.03865602472692, 123, 74, 35, 'Male', 91.46351016, 1.997782547809564, 0.097049213, 49, 22.91666597940373, 90.33333333333333, 'Low Risk'),
(174890, 64, 13, '04:46.2', 36.97248964155893, 98.81524898113787, 136, 83, 21, 'Male', 68.68531980238659, 1.5479105940571478, 0.088419911, 53, 28.66633550577008, 100.66666666666666, 'Low Risk'),
(174891, 89, 15, '03:46.2', 36.10759592544385, 96.51853175838498, 124, 73, 22, 'Female', 89.04421090802731, 1.9329414776492195, 0.10159403683026227, 51, 23.83242740747652, 90, 'Low Risk'),
(174892, 89, 18, '02:46.2', 36.81106626379271, 99.86662583474174, 137, 80, 78, 'Female', 57.64097749014032, 1.5533240970592725, 0.1075196014489655, 57, 23.889506473122125, 99, 'Low Risk'),
(174893, 83, 18, '01:46.2', 36.35453862951401, 96.80818277802939, 129, 74, 37, 'Male', 62.78048905394714, 1.930990601415366, 0.088212969, 55, 16.836986921445302, 92.33333333333333, 'High Risk'),
(174894, 86, 18, '00:46.2', 36.50371558520067, 99.61438838361707, 126, 87, 69, 'Female', 59.48003261851092, 1.5942932227936826, 0.084775886, 39, 23.40102055648595, 100, 'Low Risk'),
(174895, 99, 16, '59:46.2', 36.94099032790448, 98.48304294277918, 135, 85, 51, 'Female', 67.78280881005824, 1.872271967374094, 0.080013511, 50, 19.336670266606724, 101.66666666666666, 'High Risk'),
(174896, 68, 13, '58:46.2', 36.82320316259824, 97.49528598354462, 124, 80, 38, 'Female', 51.33318, 1.7625145614149709, 0.08187417, 44, 16.524667949817914, 94.66666666666667, 'High Risk'),
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(174898, 72, 12, '56:46.2', 36.40919998396303, 97.16910931604612, 123, 87, 21, 'Female', 70.84191721200094, 1.9464662255464982, 0.12029318891349979, 36, 18.69806052871951, 99, 'Low Risk'),
(174899, 66, 14, '55:46.2', 36.40715270346191, 97.98330313281743, 111, 74, 74, 'Female', 87.61836612811933, 1.8870480099680196, 0.083314898, 37, 24.60533324134259, 86.33333333333333, 'Low Risk'),
(174900, 71, 14, '54:46.2', 36.11905741309977, 95.43991429130263, 134, 82, 42, 'Male', 74.36725405734566, 1.6549131338250072, 0.12135994102528744, 52, 27.15384537096709, 99.33333333333333, 'Low Risk'),
(174901, 84, 12, '53:46.2', 36.297107791150445, 98.59229899913817, 111, 88, 88, 'Female', 53.38225756327357, 1.5208368792023779, 0.099555907, 23, 23.079780053531085, 95.66666666666667, 'Low Risk'),
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(174906, 94, 17, '48:46.2', 37.03961201613754, 99.99786825213614, 113, 84, 24, 'Male', 87.30449684893563, 1.8532987399564353, 0.10386594960519917, 29, 25.418256201972895, 93.66666666666667, 'High Risk'),
(174907, 92, 14, '47:46.2', 36.03628108867866, 95.68421925967272, 137, 80, 29, 'Male', 87.40609325548047, 1.597611001591265, 0.13844086502782144, 57, 34.24519347191598, 99, 'High Risk'),
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(174909, 82, 18, '45:46.2', 36.25117315794835, 95.02280275, 128, 85, 50, 'Female', 50.68806767583497, 1.6772349786787546, 0.067285282, 43, 18.018470097746825, 99.33333333333333, 'High Risk'),
(174910, 68, 17, '44:46.2', 37.209621134278656, 95.67035912385678, 121, 70, 74, 'Male', 91.27094738978562, 1.5699256842533313, 0.13302022997322094, 51, 37.031761369741155, 87, 'High Risk'),
(174911, 91, 18, '43:46.2', 36.582699636506376, 95.66387628245009, 123, 86, 38, 'Female', 77.66048124649627, 1.5363795020740487, 0.075597499, 37, 32.90054323643869, 98.33333333333333, 'High Risk'),
(174912, 75, 12, '42:46.2', 36.14469868, 98.72971173075112, 131, 87, 40, 'Male', 69.78892074197879, 1.9346530363247587, 0.071264203, 44, 18.64576917603411, 101.66666666666667, 'Low Risk'),
(174913, 98, 16, '41:46.2', 36.38237096968175, 99.44983195807008, 129, 80, 44, 'Male', 97.69951571505685, 1.7370121746636653, 0.14300254232606155, 49, 32.38073378527841, 96.33333333333333, 'High Risk'),
(174914, 93, 16, '40:46.2', 36.329263674237026, 98.56459023078101, 128, 72, 27, 'Female', 71.04776984770074, 1.594523837209817, 0.057055447, 56, 27.94399005336883, 90.66666666666666, 'High Risk'),
(174915, 75, 15, '39:46.2', 37.392390067843074, 95.34605121630405, 129, 87, 30, 'Male', 63.12570612151262, 1.981398947729877, 0.063720239, 42, 16.079124321521448, 101, 'High Risk'),
(174916, 99, 17, '38:46.2', 36.39701099981247, 98.81442741362346, 123, 77, 34, 'Male', 50.78170124871636, 1.578246877133866, 0.059158674, 46, 20.38718992799509, 92.33333333333333, 'High Risk'),
(174917, 65, 14, '37:46.2', 36.70218073353731, 99.72553538100149, 124, 81, 83, 'Female', 75.37340746, 1.5226371158983194, 0.10223175156394007, 43, 32.51062549051741, 95.33333333333333, 'High Risk'),
(174918, 84, 18, '36:46.2', 36.61769444419732, 99.86683425152518, 123, 88, 54, 'Female', 57.24661460690774, 1.6317218388557855, 0.092270394, 35, 21.500945413916977, 99.66666666666667, 'Low Risk'),
(174919, 94, 16, '35:46.2', 36.70320937798293, 98.29522814094805, 128, 72, 33, 'Male', 52.15950520660713, 1.6410987722550734, 0.098551514, 56, 19.367074439108645, 90.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(174921, 96, 15, '33:46.2', 36.71530734538507, 96.06852615760918, 128, 85, 25, 'Male', 95.07258437153021, 1.947183761873117, 0.058491269379322364, 43, 25.075027683793447, 99.33333333333333, 'High Risk'),
(174922, 66, 16, '32:46.2', 37.00045333010924, 99.56001314479708, 110, 72, 45, 'Female', 66.77199617339949, 1.6069586842505705, 0.12103067139907171, 38, 25.85740500723376, 84.66666666666667, 'Low Risk'),
(174923, 68, 13, '31:46.2', 36.83399314845393, 99.45116924, 130, 88, 27, 'Female', 52.50193126, 1.6435699196388767, 0.11180801964058666, 42, 19.435642876461937, 102, 'Low Risk'),
(174924, 84, 18, '30:46.2', 36.43188561433049, 95.19026587558592, 138, 82, 18, 'Male', 92.16418163287973, 1.7816752456512355, 0.11795768430817433, 56, 29.03388010764455, 100.66666666666666, 'Low Risk'),
(174925, 72, 19, '29:46.2', 36.21460961741116, 98.86311888403931, 115, 78, 42, 'Female', 51.752599353073315, 1.953531041953878, 0.088604694, 37, 13.560994334090749, 90.33333333333333, 'High Risk'),
(174926, 81, 15, '28:46.2', 36.82609263850634, 99.89199575890768, 132, 77, 35, 'Female', 58.77902272552801, 1.9297825562970414, 0.092488313, 55, 15.78358335976416, 95.33333333333333, 'High Risk'),
(174927, 67, 13, '27:46.2', 36.21175002333541, 98.06768017, 117, 73, 38, 'Male', 95.46233911399015, 1.5693407380360853, 0.051342644615025405, 44, 38.76123218724984, 87.66666666666667, 'High Risk'),
(174928, 60, 12, '26:46.2', 36.984887464607375, 99.27334673272418, 130, 85, 78, 'Male', 70.35678825551693, 1.8956128038126736, 0.065515106, 45, 19.57973181967088, 100, 'Low Risk'),
(174929, 60, 19, '25:46.2', 36.710671075317066, 96.34579898446543, 126, 77, 49, 'Female', 85.31363057769141, 1.548496938144694, 0.12323393114375987, 49, 35.579326441262126, 93.33333333333333, 'High Risk'),
(174930, 74, 14, '24:46.2', 36.09487448398473, 96.36246407769579, 129, 74, 66, 'Male', 66.75500370342291, 1.7827226932478666, 0.10507893993965525, 55, 21.004688172505908, 92.33333333333333, 'Low Risk'),
(174931, 74, 17, '23:46.2', 36.41177589, 99.63434274725829, 128, 78, 74, 'Male', 62.39875977, 1.7109494764458741, 0.1388281447927988, 50, 21.315797578012113, 94.66666666666666, 'Low Risk'),
(174932, 78, 13, '22:46.2', 36.62579791411332, 99.94242092, 129, 70, 26, 'Female', 91.51720464638991, 1.9348838112929632, 0.1055569063998803, 59, 24.445164511173502, 89.66666666666666, 'Low Risk'),
(174933, 80, 15, '21:46.2', 36.641085988541654, 97.45738089442325, 128, 75, 54, 'Female', 74.84511187440032, 1.7413591803439492, 0.10261707320746076, 53, 24.682362266094444, 92.66666666666666, 'Low Risk'),
(174934, 77, 12, '20:46.2', 36.9180797, 97.71816656, 124, 87, 87, 'Male', 70.27969153698746, 1.585929966819671, 0.13200595126536707, 37, 27.94227972239726, 99.33333333333333, 'Low Risk'),
(174935, 93, 16, '19:46.2', 36.82042364081948, 97.30186007938909, 118, 70, 66, 'Female', 67.02431997634318, 1.6426297181038074, 0.079487701, 48, 24.840084273291936, 86, 'High Risk'),
(174936, 64, 12, '18:46.2', 36.19421959614681, 95.39946723, 139, 89, 40, 'Female', 74.31713185499582, 1.510342328963341, 0.070566329, 50, 32.57903019397238, 105.66666666666666, 'High Risk'),
(174937, 72, 14, '17:46.2', 36.76058805194564, 99.91031736321796, 112, 73, 84, 'Male', 67.63226608057064, 1.9497223110218216, 0.075027319, 39, 17.791330042886145, 86, 'High Risk'),
(174938, 73, 15, '16:46.2', 37.091542524141964, 97.58893502564058, 122, 84, 85, 'Male', 51.82636925576646, 1.7735848815189956, 0.095547363, 38, 16.475812041944057, 96.66666666666667, 'High Risk'),
(174939, 68, 14, '15:46.2', 36.50408896025141, 96.29200521, 131, 75, 77, 'Male', 84.26650959490138, 1.8598497033603245, 0.10217537018253317, 56, 24.361235257396896, 93.66666666666666, 'Low Risk'),
(174940, 84, 13, '14:46.2', 36.39195387129433, 98.2459371, 131, 83, 23, 'Male', 96.80803568, 1.618789946730345, 0.12159670996084072, 48, 36.94285121, 99, 'High Risk'),
(174941, 86, 16, '13:46.2', 37.06099935761558, 99.37771106527579, 132, 83, 63, 'Female', 93.22498820470527, 1.523452070341313, 0.1286230674684204, 49, 40.16749483, 99.33333333333333, 'High Risk'),
(174942, 98, 12, '12:46.2', 37.252623303927585, 97.44920094, 138, 71, 75, 'Female', 73.53143072, 1.5771353060170585, 0.13012351571716965, 67, 29.56208818190002, 93.33333333333333, 'High Risk'),
(174943, 66, 12, '11:46.2', 36.398066108250475, 98.64677159061142, 129, 78, 89, 'Female', 72.79025307754432, 1.6421536289197975, 0.11671142, 51, 26.99265852348359, 95, 'Low Risk'),
(174944, 86, 13, '10:46.2', 37.0482564, 95.76995645311825, 119, 82, 51, 'Male', 80.74674961067024, 1.7047474083902896, 0.095738739, 37, 27.784652625309043, 94.33333333333333, 'Low Risk'),
(174945, 60, 13, '09:46.2', 36.65815277858016, 97.75728220949948, 116, 88, 62, 'Female', 62.40799329898586, 1.648342655183802, 0.0743301, 28, 22.969165854818254, 97.33333333333333, 'Low Risk'),
(174946, 68, 15, '08:46.2', 36.25001411044863, 98.60163757475254, 114, 86, 39, 'Male', 68.57481548964829, 1.5180791806976546, 0.14691965370439208, 28, 29.756085585346295, 95.33333333333333, 'Low Risk'),
(174947, 64, 15, '07:46.2', 36.75944222721387, 95.29727883039604, 132, 86, 22, 'Female', 87.20341379860204, 1.8663108366039567, 0.11176869857367948, 46, 25.03603391990551, 101.33333333333333, 'Low Risk'),
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(175122, 72, 15, '12:46.2', 37.36516697547711, 98.90477417, 130, 72, 55, 'Male', 92.81327143597852, 1.5099991278416054, 0.093000763, 58, 40.70583687197856, 91.33333333333333, 'High Risk'),
(175123, 63, 16, '11:46.2', 36.85642538061585, 96.85745885984521, 113, 85, 19, 'Female', 79.25596434879233, 1.6103092085359423, 0.12960722131461452, 28, 30.56422595947776, 94.33333333333333, 'High Risk'),
(175124, 85, 18, '10:46.2', 36.95112866, 95.39049294478889, 125, 86, 30, 'Male', 70.93888136391357, 1.927540369507627, 0.098657781, 39, 19.093140607261056, 99, 'Low Risk'),
(175125, 73, 12, '09:46.2', 37.49563220807018, 96.79174618, 117, 86, 83, 'Female', 78.19143545, 1.6654400147646637, 0.099969176, 31, 28.190397256707016, 96.33333333333333, 'Low Risk'),
(175126, 98, 14, '08:46.2', 36.06150204778288, 98.89848711, 115, 80, 62, 'Male', 66.70556097645061, 1.7712611738398392, 0.10671628077578676, 35, 21.26164364414636, 91.66666666666667, 'High Risk'),
(175127, 71, 19, '07:46.2', 37.39582847134545, 99.24967822533327, 139, 82, 33, 'Female', 60.55412142710462, 1.5080289932897961, 0.061390904647823444, 57, 26.627127920975063, 101, 'Low Risk'),
(175128, 69, 18, '06:46.2', 36.42803621177861, 97.04176950565852, 124, 81, 32, 'Female', 97.97891730933623, 1.672475775422584, 0.13273396289437417, 43, 35.02780828, 95.33333333333333, 'High Risk'),
(175129, 76, 15, '05:46.2', 37.375219535750134, 99.97707366449733, 112, 87, 25, 'Male', 57.89243599677406, 1.9346948530858623, 0.10197193260117081, 25, 15.466671857707086, 95.33333333333333, 'High Risk'),
(175130, 99, 19, '04:46.2', 36.370574827664655, 95.56273333544763, 115, 78, 66, 'Female', 96.08246502229603, 1.932919524818839, 0.11841009228634798, 37, 25.71678005, 90.33333333333333, 'High Risk'),
(175131, 76, 17, '03:46.2', 37.47101966368326, 96.49416123835351, 130, 86, 70, 'Female', 77.06530708421981, 1.8582827335622731, 0.06716806, 44, 22.316975161068083, 100.66666666666667, 'Low Risk'),
(175132, 85, 18, '02:46.2', 36.36843406, 95.29699394507155, 132, 78, 64, 'Male', 92.76446870423007, 1.607403100124824, 0.11633541377299418, 54, 35.90310906503464, 96, 'High Risk'),
(175133, 68, 13, '01:46.2', 36.03379026879186, 96.20812440081004, 111, 84, 43, 'Female', 77.84952261841256, 1.9753436536033755, 0.1441561418541814, 27, 19.95127390351392, 93, 'Low Risk'),
(175134, 69, 14, '00:46.2', 37.25014875248832, 99.73765493109332, 127, 89, 52, 'Female', 97.57525888221619, 1.853413207765207, 0.11051315811233842, 38, 28.405026912441073, 101.66666666666667, 'Low Risk'),
(175135, 70, 19, '59:46.2', 37.016009342107196, 98.15289261733855, 136, 73, 68, 'Female', 74.00888496221502, 1.6223441032219859, 0.12814675837170553, 63, 28.118873106643765, 94, 'Low Risk'),
(175136, 75, 12, '58:46.2', 36.63892265781786, 98.80599339, 117, 89, 68, 'Female', 97.48456725514063, 1.572912704776651, 0.10230426390979366, 28, 39.40275855187387, 98.33333333333333, 'High Risk'),
(175137, 72, 15, '57:46.2', 36.36386625801042, 97.75488986652941, 117, 87, 77, 'Female', 85.92204355416754, 1.8724918412484026, 0.10323136568842982, 30, 24.50556553259462, 97, 'Low Risk'),
(175138, 78, 12, '56:46.2', 36.312285528270124, 98.64320198021706, 118, 70, 49, 'Female', 91.96070651804419, 1.576899676491342, 0.1491721197587046, 48, 36.98232161225192, 86, 'High Risk'),
(175139, 62, 16, '55:46.2', 37.15706674584008, 98.16220543706628, 137, 77, 39, 'Female', 55.11089456321879, 1.9952004510253425, 0.10987062592885086, 60, 13.84408929843268, 97, 'High Risk'),
(175140, 84, 18, '54:46.2', 37.30057949495999, 97.20340762127243, 132, 88, 21, 'Male', 94.14300700788243, 1.6758166117955806, 0.11621437472870427, 44, 33.522398438947334, 102.66666666666667, 'High Risk'),
(175141, 99, 13, '53:46.2', 36.54432085147448, 99.89722825723555, 129, 86, 48, 'Female', 76.14376972417895, 1.5365473018506526, 0.10303106516951238, 43, 32.250949511371005, 100.33333333333333, 'High Risk'),
(175142, 77, 17, '52:46.2', 37.40515253944843, 99.49303002405563, 114, 87, 77, 'Female', 89.77510910113074, 1.670960327216667, 0.091686221, 27, 32.15316017622672, 96, 'High Risk'),
(175143, 66, 15, '51:46.2', 36.89142675334395, 97.20460239646287, 120, 75, 61, 'Female', 50.20046671162196, 1.7832090954501032, 0.090690268, 45, 15.787131028359324, 90, 'High Risk'),
(175144, 97, 13, '50:46.2', 36.511177561977114, 96.95688776558285, 131, 78, 26, 'Female', 85.39123409515176, 1.7718269352920792, 0.07677721, 53, 27.200111921956726, 95.66666666666666, 'High Risk'),
(175145, 90, 17, '49:46.2', 36.76043532917502, 98.22320717461373, 132, 70, 54, 'Male', 96.69804492047643, 1.9111585047397741, 0.091318947, 62, 26.47428736728666, 90.66666666666666, 'Low Risk'),
(175146, 79, 16, '48:46.2', 37.41613778037244, 98.04716959, 123, 71, 57, 'Female', 61.01540780329278, 1.7207743266359767, 0.097849364, 52, 20.605904488219398, 88.33333333333333, 'Low Risk'),
(175147, 88, 17, '47:46.2', 37.02992625564476, 96.92838786139652, 124, 76, 21, 'Female', 72.67830455766739, 1.7331704336546645, 0.11277048659034328, 48, 24.194811562275945, 92, 'Low Risk'),
(175148, 73, 12, '46:46.2', 37.30980437, 99.89556673297169, 119, 74, 49, 'Male', 71.72342703023745, 1.8322822963613092, 0.086114485, 45, 21.363689711988098, 89, 'Low Risk'),
(175149, 69, 15, '45:46.2', 36.96190892190133, 97.02564509, 128, 74, 83, 'Female', 62.27764612856893, 1.8509856446711344, 0.08583606, 54, 18.177162437795246, 92, 'High Risk'),
(175150, 86, 16, '44:46.2', 37.159352966974566, 98.45682609109973, 133, 72, 48, 'Male', 82.20927716295952, 1.641753395593808, 0.133430223, 61, 30.500361250728886, 92.33333333333333, 'High Risk'),
(175151, 76, 15, '43:46.2', 36.64239580653971, 95.91106455211934, 124, 71, 41, 'Female', 65.99404395, 1.5926088663189726, 0.083908108, 53, 26.01875329838701, 88.66666666666666, 'Low Risk'),
(175152, 76, 18, '42:46.2', 36.36745115319831, 97.87280545489999, 119, 87, 19, 'Female', 54.45026814427797, 1.6274430986577617, 0.080719187, 32, 20.558356689294193, 97.66666666666667, 'Low Risk'),
(175153, 98, 18, '41:46.2', 36.391881871760276, 96.52052474547233, 131, 72, 45, 'Male', 87.34833840511428, 1.7658558440668721, 0.12581317720898313, 59, 28.01200234300451, 91.66666666666666, 'High Risk'),
(175154, 86, 17, '40:46.2', 37.02936006951424, 98.83992122952738, 135, 72, 64, 'Female', 67.50547143380751, 1.823445555322446, 0.13372704774502053, 63, 20.302680176074166, 93, 'Low Risk'),
(175155, 73, 16, '39:46.2', 36.936423444967225, 97.16068614, 139, 84, 73, 'Female', 63.735265625907694, 1.9478858382783197, 0.063686577, 55, 16.797815228695214, 102.33333333333333, 'High Risk'),
(175156, 97, 13, '38:46.2', 37.48577657860374, 98.46018750094318, 131, 73, 86, 'Female', 88.11054322241405, 1.534162354780719, 0.14773712768935288, 58, 37.43563766163051, 92.33333333333333, 'High Risk'),
(175157, 68, 17, '37:46.2', 37.34940909691417, 99.04047037227927, 112, 84, 54, 'Female', 50.12317507369441, 1.9376944973290933, 0.072185699, 28, 13.349591052506609, 93.33333333333333, 'High Risk'),
(175158, 86, 12, '36:46.2', 36.76371613168042, 98.07032825967953, 126, 78, 21, 'Male', 56.692552695361655, 1.5792027769073027, 0.1252377101334295, 48, 22.73265779783407, 94, 'Low Risk'),
(175159, 99, 18, '35:46.2', 37.409255888167294, 95.48515105728096, 121, 87, 48, 'Male', 74.54088529816316, 1.5059033690601848, 0.06923749, 34, 32.870047872809074, 98.33333333333333, 'High Risk'),
(175160, 96, 18, '34:46.2', 36.97150506963855, 96.90482629298222, 120, 88, 85, 'Female', 55.52981933250835, 1.6783591335610248, 0.10432924457828699, 32, 19.713170031796025, 98.66666666666667, 'High Risk'),
(175161, 86, 17, '33:46.2', 37.32938499900579, 98.96656110394092, 134, 85, 43, 'Male', 86.98497916, 1.9819427657168625, 0.12584103937609664, 49, 22.14430457124892, 101.33333333333333, 'Low Risk'),
(175162, 62, 12, '32:46.2', 36.01342055014186, 95.39287164, 126, 86, 82, 'Female', 94.28596467328998, 1.5951807397368367, 0.1070049471840078, 40, 37.053330845143485, 99.33333333333333, 'High Risk'),
(175163, 63, 13, '31:46.2', 36.15137791543425, 97.47419488866774, 119, 73, 37, 'Male', 62.39415731055445, 1.5096113581780648, 0.052159962490666206, 46, 27.37874987, 88.33333333333333, 'Low Risk'),
(175164, 78, 18, '30:46.2', 37.24587297252861, 97.37153363610732, 115, 83, 25, 'Male', 87.30584607394911, 1.9343619210027072, 0.10396074316481956, 32, 23.332853640744887, 93.66666666666667, 'Low Risk'),
(175165, 82, 14, '29:46.2', 37.30782373726065, 97.85609162188602, 112, 85, 75, 'Female', 86.98223211063335, 1.9960519720311687, 0.10996640385866212, 27, 21.831664979473146, 94, 'Low Risk'),
(175166, 62, 13, '28:46.2', 36.88999103898413, 97.66345940592493, 119, 79, 58, 'Male', 98.59813438981637, 1.6671887444864726, 0.10181164434219164, 40, 35.47310123636312, 92.33333333333333, 'High Risk'),
(175167, 67, 12, '27:46.2', 36.65631110479962, 98.20795845, 114, 70, 63, 'Female', 98.01160322, 1.9539694274098842, 0.11721095287511644, 44, 25.67095140561874, 84.66666666666667, 'Low Risk'),
(175168, 95, 15, '26:46.2', 37.101396836226236, 96.40486996, 111, 85, 36, 'Female', 65.20572004431324, 1.8889432937577249, 0.1327772509798093, 26, 18.27459891244989, 93.66666666666667, 'High Risk'),
(175169, 68, 18, '25:46.2', 37.31172397, 97.05516771323883, 125, 70, 53, 'Male', 98.02819287590765, 1.8288832923136262, 0.1157546066332268, 55, 29.307516063940835, 88.33333333333333, 'Low Risk'),
(175170, 64, 12, '24:46.2', 36.22468513882712, 96.41398643423695, 127, 81, 23, 'Male', 54.78964268025665, 1.859844398643021, 0.14090716208700796, 46, 15.839637780646466, 96.33333333333333, 'High Risk'),
(175171, 63, 18, '23:46.2', 37.453951895271885, 99.26945289299357, 127, 73, 31, 'Male', 61.379300044455725, 1.919170536537431, 0.13383317195746325, 54, 16.664596258169773, 91, 'High Risk'),
(175172, 62, 19, '22:46.2', 36.07600016656469, 97.60502840098434, 121, 88, 88, 'Male', 75.88235269498587, 1.7109004837675201, 0.10384019803786346, 33, 25.923359899765813, 99, 'Low Risk'),
(175173, 98, 15, '21:46.2', 36.619327711786504, 99.22875043645531, 135, 85, 54, 'Female', 80.58261648, 1.8214851417826847, 0.13981022408623417, 50, 24.28790741539594, 101.66666666666666, 'High Risk'),
(175174, 62, 14, '20:46.2', 36.95949281978917, 98.87398951, 112, 89, 73, 'Male', 85.58105916096454, 1.559790902750388, 0.058410135, 23, 35.17587351234297, 96.66666666666667, 'High Risk'),
(175175, 86, 13, '19:46.2', 36.89328507622641, 98.44244765, 139, 76, 65, 'Male', 66.84616480036993, 1.7882863033403558, 0.071943274, 63, 20.902700350314667, 97, 'Low Risk'),
(175176, 60, 18, '18:46.2', 36.126170482977514, 95.68387872, 132, 73, 44, 'Female', 67.76685265301349, 1.5197623049394275, 0.13116181915980724, 59, 29.340396537396966, 92.66666666666666, 'Low Risk'),
(175177, 93, 15, '17:46.2', 36.323687108095044, 95.85842572223252, 136, 88, 75, 'Male', 86.78497378750072, 1.9524770971231296, 0.099136657, 48, 22.765261333998883, 104, 'High Risk'),
(175178, 89, 12, '16:46.2', 36.670626454586596, 96.56057514727098, 128, 84, 32, 'Female', 71.32714612590838, 1.7445332065338501, 0.09161246, 44, 23.436694921842765, 98.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(175179, 75, 19, '15:46.2', 37.16842727, 96.74148428, 139, 72, 29, 'Female', 55.30279554010031, 1.9422668729422061, 0.083444511, 67, 14.659841655236335, 94.33333333333333, 'High Risk'),
(175180, 89, 17, '14:46.2', 36.72037133865235, 96.76642079489487, 116, 84, 78, 'Female', 99.25987584, 1.9983039705455814, 0.13042502251923216, 32, 24.857109475282737, 94.66666666666667, 'Low Risk'),
(175181, 88, 12, '13:46.2', 36.62236156652707, 97.58301463931319, 113, 87, 53, 'Female', 96.21740264982017, 1.897269234414719, 0.1237151327814601, 26, 26.72979945320012, 95.66666666666667, 'Low Risk'),
(175182, 79, 14, '12:46.2', 36.00477008836332, 95.13616810336357, 114, 76, 60, 'Female', 79.01947951027726, 1.599195666537156, 0.1004548480222858, 38, 30.898041786461764, 88.66666666666667, 'High Risk'),
(175183, 76, 13, '11:46.2', 36.18015808602676, 99.00298396349491, 119, 74, 38, 'Female', 57.25841879, 1.7046103552466283, 0.11001087563836137, 45, 19.705574727225006, 89, 'Low Risk'),
(175184, 78, 15, '10:46.2', 36.37967372522718, 97.66392981675585, 127, 81, 41, 'Male', 63.92119569580774, 1.6492950769455668, 0.13013231115768065, 46, 23.498934186345554, 96.33333333333333, 'Low Risk'),
(175185, 83, 17, '09:46.2', 37.23335001904999, 99.59353912500296, 114, 82, 84, 'Female', 92.44736541674632, 1.9716251968200562, 0.077871417, 32, 23.781860084316914, 92.66666666666667, 'Low Risk'),
(175186, 90, 15, '08:46.2', 36.72641090743527, 99.00147679574968, 128, 83, 59, 'Female', 66.95949162668455, 1.8663338445386604, 0.054743620274322516, 45, 19.22354524837723, 98, 'Low Risk'),
(175187, 61, 19, '07:46.2', 37.234827862769365, 99.84677682560138, 122, 72, 83, 'Female', 67.88584370416703, 1.7209122292324246, 0.083277044, 50, 22.92248928002383, 88.66666666666666, 'Low Risk'),
(175188, 66, 19, '06:46.2', 36.21417091197554, 98.64654790532714, 136, 71, 47, 'Male', 56.87554196954852, 1.9616995337733316, 0.13944530438884684, 65, 14.779528195396379, 92.66666666666666, 'High Risk'),
(175189, 79, 19, '05:46.2', 37.40961428929477, 99.23894564251117, 117, 72, 84, 'Female', 58.22439167344012, 1.9770720245151254, 0.080654861, 45, 14.895667790725744, 87, 'High Risk'),
(175190, 64, 15, '04:46.2', 36.607451381688215, 99.92296181942804, 129, 74, 79, 'Male', 96.17398945247713, 1.6655345914834552, 0.1402781642571566, 55, 34.66971868094092, 92.33333333333333, 'High Risk'),
(175191, 66, 14, '03:46.2', 37.13525537338208, 98.98270874574713, 111, 81, 40, 'Male', 66.09037471596865, 1.5507833087815304, 0.13672698820565032, 30, 27.481218059522206, 91, 'Low Risk'),
(175192, 82, 15, '02:46.2', 36.21351167359537, 98.51023543904745, 118, 71, 86, 'Male', 56.857792876540316, 1.7822066314665157, 0.10287573926268209, 47, 17.90085960641646, 86.66666666666667, 'High Risk'),
(175193, 64, 16, '01:46.2', 36.763200384691665, 98.27019038503889, 119, 85, 67, 'Male', 74.92300041185752, 1.7184638169667334, 0.13099317725593645, 34, 25.37081254354449, 96.33333333333333, 'Low Risk'),
(175194, 84, 17, '00:46.2', 36.91890934380285, 95.18792148734816, 123, 71, 45, 'Male', 56.14420485985118, 1.960331419435677, 0.12201578939007542, 52, 14.60985595935793, 88.33333333333333, 'High Risk'),
(175195, 74, 16, '59:46.2', 36.94936981072845, 97.43541423073178, 115, 83, 22, 'Male', 81.14183175513497, 1.8950515053624275, 0.075870738, 32, 22.59450188404268, 93.66666666666667, 'Low Risk'),
(175196, 81, 16, '58:46.2', 36.94469673009913, 99.90570162801635, 131, 83, 81, 'Male', 96.62570195, 1.9380489583376121, 0.066792268, 48, 25.725461482288473, 99, 'Low Risk'),
(175197, 79, 17, '57:46.2', 36.61891999754215, 98.84583149265052, 134, 83, 50, 'Male', 99.03764259730997, 1.5529362677909244, 0.071792131, 51, 41.06700478194912, 100, 'High Risk'),
(175198, 71, 18, '56:46.2', 36.94805338928077, 96.1576241, 135, 84, 72, 'Female', 62.630847170422996, 1.6224809807944722, 0.12311339701156017, 51, 23.79189623346045, 101, 'Low Risk'),
(175199, 94, 12, '55:46.2', 36.42524512051722, 96.26604790705885, 137, 82, 38, 'Male', 66.43406570395604, 1.5614819693789952, 0.090231694, 55, 27.24688659698216, 100.33333333333333, 'High Risk'),
(175200, 85, 13, '54:46.2', 36.78520640360274, 95.27222014211621, 138, 70, 34, 'Male', 99.74157035064121, 1.7909184425518911, 0.066336647, 68, 31.09743609505051, 92.66666666666666, 'High Risk'),
(175201, 79, 16, '53:46.2', 36.40875387081092, 98.84136964036283, 137, 71, 62, 'Male', 53.88816116595967, 1.6810220741904536, 0.094377035, 66, 19.06981727051606, 93, 'Low Risk'),
(175202, 69, 14, '52:46.2', 36.20289056852527, 98.97909289553247, 130, 83, 45, 'Male', 96.40704023791753, 1.5265380369835215, 0.094300249, 47, 41.370759091669214, 98.66666666666667, 'High Risk'),
(175203, 94, 18, '51:46.2', 36.418382860414525, 95.18430869824552, 115, 89, 88, 'Female', 59.52760316525054, 1.7325955295978392, 0.058006375, 26, 19.830059501689167, 97.66666666666667, 'High Risk'),
(175204, 65, 12, '50:46.2', 36.10526958008026, 98.23640207430586, 128, 87, 32, 'Female', 88.6291354, 1.6634253013424793, 0.12400243887388405, 41, 32.03095643172579, 100.66666666666667, 'High Risk'),
(175205, 97, 12, '49:46.2', 37.413046944360154, 97.82193204, 129, 85, 82, 'Male', 94.02239853478896, 1.6793228058209526, 0.080423872, 44, 33.33979723, 99.66666666666667, 'High Risk'),
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(175382, 61, 18, '52:46.2', 37.46552260380205, 96.40651138464489, 111, 73, 67, 'Male', 93.65742490066592, 1.9473672089264653, 0.12012427327458698, 38, 24.697131102408992, 85.66666666666667, 'Low Risk'),
(175383, 84, 17, '51:46.2', 37.18091562903005, 97.24088922412368, 114, 78, 45, 'Male', 67.99721061565359, 1.6450071006937712, 0.091588096, 36, 25.12786230552065, 90, 'Low Risk'),
(175384, 69, 13, '50:46.2', 36.752735959818814, 99.75344557878977, 136, 81, 46, 'Male', 87.79204608068478, 1.9892372050928764, 0.11003072816850283, 55, 22.186154047396307, 99.33333333333333, 'Low Risk'),
(175385, 91, 15, '49:46.2', 37.07384620242968, 95.40908112865331, 124, 88, 48, 'Male', 53.29931342513276, 1.9805312254582539, 0.079353757, 36, 13.58808411875477, 100, 'High Risk'),
(175386, 90, 12, '48:46.2', 36.19690040286921, 98.69519887192055, 127, 85, 48, 'Female', 93.64355382148112, 1.6778528040710847, 0.13869862093786084, 42, 33.26367057027978, 99, 'High Risk'),
(175387, 83, 18, '47:46.2', 36.54266250176819, 99.08254726, 124, 81, 73, 'Female', 91.38558238611199, 1.698997290759989, 0.10445859238938719, 43, 31.65864414073169, 95.33333333333333, 'High Risk'),
(175388, 71, 17, '46:46.2', 36.10527044236647, 95.21826992253247, 111, 71, 30, 'Male', 98.78097296503432, 1.6218919352868442, 0.10106378271736871, 40, 37.55168860311523, 84.33333333333333, 'High Risk'),
(175389, 74, 14, '45:46.2', 36.97190461183774, 99.60665529570002, 128, 89, 28, 'Female', 71.10839769326054, 1.7523243281922267, 0.1388034185208974, 39, 23.15751274308736, 102, 'Low Risk'),
(175390, 92, 14, '44:46.2', 36.0297439, 96.05380819925767, 131, 80, 38, 'Female', 52.60848411072057, 1.929090078434331, 0.08126209, 51, 14.136788909979819, 97, 'High Risk'),
(175391, 98, 15, '43:46.2', 36.281081495877054, 95.14798759106918, 119, 85, 36, 'Male', 78.6785291, 1.8052439297908802, 0.050002861, 34, 24.142622599558635, 96.33333333333333, 'High Risk'),
(175392, 92, 15, '42:46.2', 36.24498205014989, 96.05716664721234, 123, 77, 27, 'Male', 74.41911694004266, 1.9732051015194443, 0.10769275494715846, 46, 19.113492617039665, 92.33333333333333, 'High Risk'),
(175393, 63, 12, '41:46.2', 37.48432476817218, 99.95056667645049, 125, 81, 26, 'Female', 65.07416892, 1.8095803100698247, 0.10335110595144181, 44, 19.87251832625033, 95.66666666666667, 'Low Risk'),
(175394, 73, 15, '40:46.2', 37.44327700078355, 95.94704139071176, 115, 86, 46, 'Female', 99.01652452533142, 1.7236628911049667, 0.13090508440318638, 29, 33.32752132825294, 95.66666666666667, 'High Risk'),
(175395, 76, 12, '39:46.2', 36.61479333155386, 96.12516022709391, 137, 70, 30, 'Male', 64.89464780683991, 1.722494741323885, 0.1343294323652186, 67, 21.872230315188727, 92.33333333333333, 'Low Risk'),
(175396, 78, 19, '38:46.2', 37.071508236658396, 97.47774726087167, 113, 86, 81, 'Female', 87.46091467175765, 1.883105874985373, 0.066362233, 27, 24.6640583, 95, 'Low Risk'),
(175397, 94, 12, '37:46.2', 36.30374032487281, 96.26802937432718, 122, 72, 79, 'Male', 90.76891536726592, 1.5502229913151444, 0.11136063841516307, 50, 37.770157750665945, 88.66666666666666, 'High Risk'),
(175398, 88, 14, '36:46.2', 37.499488222156074, 98.35867653809328, 122, 70, 71, 'Female', 67.32535429365204, 1.5994565427533982, 0.071168068, 52, 26.31684108229078, 87.33333333333333, 'Low Risk'),
(175399, 79, 16, '35:46.2', 37.10746667107284, 95.81973727063544, 126, 87, 89, 'Female', 73.39150648, 1.860843566657612, 0.11279216532347679, 39, 21.19464133697204, 100, 'Low Risk'),
(175400, 84, 16, '34:46.2', 37.011862444191564, 99.72131192677833, 112, 81, 25, 'Female', 56.98428845391235, 1.766075086432125, 0.061153404, 31, 18.26992655723965, 91.33333333333333, 'High Risk'),
(175401, 95, 19, '33:46.2', 37.32621682779246, 99.40398507348748, 131, 80, 86, 'Female', 52.70762191, 1.837960090187738, 0.060428243317991806, 51, 15.602754254043667, 97, 'High Risk'),
(175402, 62, 13, '32:46.2', 37.295892378188796, 98.22709767566151, 132, 85, 88, 'Female', 50.02171035821297, 1.5871017200604554, 0.060677119313675226, 47, 19.85861757607334, 100.66666666666667, 'Low Risk'),
(175403, 74, 14, '31:46.2', 36.19114558476419, 96.89524317578467, 110, 72, 19, 'Male', 77.58123604105296, 1.5100935486774223, 0.12995548953301672, 38, 34.02115003284072, 84.66666666666667, 'High Risk'),
(175404, 95, 12, '30:46.2', 36.61847064849524, 96.19616281446199, 134, 82, 55, 'Female', 81.21806995913981, 1.8182438007038526, 0.13862794191127537, 52, 24.566791151248154, 99.33333333333333, 'High Risk'),
(175405, 75, 14, '29:46.2', 37.27495664265223, 99.33543446, 129, 75, 35, 'Female', 52.87775090259687, 1.6602846771287554, 0.056604507, 54, 19.18261696846884, 93, 'Low Risk'),
(175406, 77, 15, '28:46.2', 36.59113396162032, 97.06380879, 112, 86, 23, 'Female', 79.54909102, 1.685636956723458, 0.058502497, 26, 27.996718635773963, 94.66666666666667, 'Low Risk'),
(175407, 60, 17, '27:46.2', 36.56779504, 98.69959319613983, 134, 84, 84, 'Female', 81.08063081, 1.9399888754530532, 0.074651579, 50, 21.543617999626562, 100.66666666666666, 'Low Risk'),
(175408, 66, 17, '26:46.2', 36.78293365082973, 98.83547648878039, 121, 84, 81, 'Male', 91.75736452795725, 1.543145950585964, 0.092252385, 37, 38.53247667, 96.33333333333333, 'High Risk'),
(175409, 96, 18, '25:46.2', 36.318223363904615, 98.04676671875404, 135, 80, 73, 'Female', 66.46259049543214, 1.8363973964383256, 0.099997758, 55, 19.708062365501437, 98.33333333333333, 'High Risk'),
(175410, 71, 14, '24:46.2', 36.26906496029364, 97.85392352448186, 126, 75, 18, 'Male', 95.87271260883172, 1.754973197110122, 0.11728167833979952, 51, 31.128202228860058, 92, 'High Risk'),
(175411, 92, 17, '23:46.2', 36.93821428112064, 97.92825922, 135, 79, 24, 'Male', 73.62749022881857, 1.6637848682927265, 0.13016223643734812, 56, 26.59779634607595, 97.66666666666666, 'High Risk'),
(175412, 88, 12, '22:46.2', 36.96914025426057, 97.90971694508352, 111, 78, 50, 'Male', 65.98332742402009, 1.9349413759684022, 0.063180123, 33, 17.623760792746495, 89, 'High Risk'),
(175413, 99, 14, '21:46.2', 36.751794024495844, 99.96779212348363, 128, 76, 42, 'Female', 54.65433415, 1.8977758911439002, 0.074459899, 52, 15.175211664110321, 93.33333333333333, 'High Risk'),
(175414, 61, 16, '20:46.2', 37.17874350540175, 95.69817078741926, 110, 83, 61, 'Male', 81.81782276751332, 1.652999364740342, 0.057525119, 27, 29.94349881510861, 92, 'Low Risk'),
(175415, 65, 12, '19:46.2', 36.73042799829718, 95.97662239454542, 133, 83, 54, 'Female', 91.50458896244956, 1.9566758275378562, 0.10117743059785661, 50, 23.900396996807434, 99.66666666666666, 'Low Risk'),
(175416, 73, 13, '18:46.2', 37.069058826311796, 99.00257491872786, 133, 70, 38, 'Male', 62.258784409635524, 1.5026186930262742, 0.05912951, 63, 27.574208956415124, 91, 'Low Risk'),
(175417, 72, 18, '17:46.2', 36.89801030421022, 99.47116715935378, 138, 82, 46, 'Male', 92.68944098970435, 1.8269009776507117, 0.067646089, 56, 27.771558123435867, 100.66666666666666, 'Low Risk'),
(175418, 81, 16, '16:46.2', 36.98510781355083, 98.83559953475829, 120, 86, 37, 'Female', 59.12693522604088, 1.951453565539138, 0.14866146724241275, 34, 15.526334016906262, 97.33333333333333, 'High Risk'),
(175419, 78, 13, '15:46.2', 36.770599124485834, 98.22369349624212, 120, 81, 81, 'Male', 75.10355755662661, 1.953205333549675, 0.12933891348090715, 39, 19.686327530907842, 94, 'Low Risk'),
(175420, 74, 16, '14:46.2', 36.46802369333693, 96.39366145, 114, 83, 40, 'Male', 96.51279869910643, 1.848349695987536, 0.078056572, 31, 28.249881391709582, 93.33333333333333, 'Low Risk'),
(175421, 98, 15, '13:46.2', 37.11066968360061, 97.67472875626883, 133, 70, 25, 'Female', 61.05530803206082, 1.9015581836775617, 0.075452169, 63, 16.885121489585888, 91, 'High Risk'),
(175422, 97, 12, '12:46.2', 37.48850258206894, 99.90776916253022, 120, 89, 55, 'Female', 96.37199580984958, 1.725152945573392, 0.073448165, 31, 32.38140175921629, 99.33333333333333, 'High Risk'),
(175423, 86, 16, '11:46.2', 37.30894576411351, 96.66513310816686, 128, 76, 85, 'Male', 54.025531717466244, 1.6412888505914998, 0.062622798, 52, 20.055293001490092, 93.33333333333333, 'Low Risk'),
(175424, 80, 14, '10:46.2', 37.418320861050454, 95.51431742596215, 133, 87, 46, 'Female', 76.69069714, 1.66287126, 0.10742664252797643, 46, 27.734825058079473, 102.33333333333333, 'Low Risk'),
(175425, 71, 12, '09:46.2', 36.133030425482666, 96.89434090212427, 113, 82, 40, 'Male', 86.75233555973838, 1.8505955446666522, 0.050730839699353415, 31, 25.33133924985364, 92.33333333333333, 'Low Risk'),
(175426, 75, 15, '08:46.2', 36.305032515462166, 98.30666871361437, 137, 86, 67, 'Male', 59.05124804871208, 1.8801195265880968, 0.08574399, 51, 16.70544931176398, 103, 'High Risk'),
(175427, 73, 14, '07:46.2', 36.30196695698074, 97.12476270070826, 137, 77, 56, 'Female', 71.58317605695517, 1.5966703178494899, 0.098593881, 60, 28.07892390843425, 97, 'Low Risk'),
(175428, 83, 13, '06:46.2', 36.32450973106816, 98.57982555526273, 128, 87, 24, 'Female', 92.02976738341967, 1.791416132875487, 0.12284126427923882, 41, 28.67710868523692, 100.66666666666667, 'Low Risk'),
(175429, 65, 14, '05:46.2', 37.30618711731566, 98.80769626519798, 131, 88, 44, 'Male', 62.018589567330935, 1.9032651050522118, 0.10215557950310081, 43, 17.120770860295956, 102.33333333333333, 'High Risk'),
(175430, 80, 13, '04:46.2', 36.58777946847486, 98.04014077483771, 127, 71, 25, 'Male', 55.46159882955529, 1.6653969386281524, 0.1379657891242554, 56, 19.996632314358074, 89.66666666666666, 'Low Risk'),
(175431, 63, 17, '03:46.2', 36.98305474588069, 98.08925259637728, 132, 84, 46, 'Male', 77.93499353487894, 1.7300649514863613, 0.086975595, 48, 26.038003892085722, 100, 'Low Risk'),
(175432, 73, 14, '02:46.2', 36.958603108799565, 97.25315634904197, 137, 89, 51, 'Female', 80.61848291, 1.6049933348410914, 0.14629819537751038, 48, 31.29595112318214, 105, 'High Risk'),
(175433, 65, 15, '01:46.2', 36.50111251814598, 99.79873094073659, 112, 87, 24, 'Female', 70.37472988413246, 1.5480717113175757, 0.0723016, 25, 29.365310118697142, 95.33333333333333, 'Low Risk'),
(175434, 73, 19, '00:46.2', 36.54549859252551, 97.70034875310171, 127, 79, 36, 'Female', 83.77679136372063, 1.5208571508643636, 0.07333485, 48, 36.21986895822112, 95, 'High Risk'),
(175435, 86, 12, '59:46.2', 36.22851655317383, 98.09423311966388, 122, 83, 59, 'Male', 83.76828991854171, 1.9891378838947125, 0.094846552, 39, 21.17141436, 96, 'Low Risk'),
(175436, 70, 18, '58:46.2', 36.24260296709525, 96.31558548, 126, 85, 33, 'Male', 54.37767980283974, 1.986474380568951, 0.077546203, 41, 13.780175110435597, 98.66666666666667, 'High Risk'),
(175437, 88, 17, '57:46.2', 36.756893914857535, 96.06981179767327, 114, 80, 71, 'Male', 82.7137101, 1.5780442854509447, 0.14604347703579537, 34, 33.21537253070358, 91.33333333333333, 'High Risk'),
(175438, 77, 15, '56:46.2', 36.50474255846422, 98.48918090016375, 121, 88, 74, 'Female', 60.30232300703312, 1.9176003915685114, 0.094554146, 33, 16.399017270164517, 99, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(175440, 83, 16, '54:46.2', 36.33874539186172, 96.19319871827915, 113, 88, 39, 'Female', 74.97328411922649, 1.8689277573096974, 0.063866641, 25, 21.46453609172553, 96.33333333333333, 'Low Risk'),
(175441, 79, 16, '53:46.2', 36.17749234195706, 97.55604771888706, 132, 75, 35, 'Male', 91.26958257068813, 1.5798447067228838, 0.088949396, 57, 36.567668010698654, 94, 'High Risk'),
(175442, 82, 14, '52:46.2', 37.149426847491576, 96.42989381108855, 112, 75, 58, 'Female', 90.23187066, 1.677907083842619, 0.068397718, 37, 32.04971308, 87.33333333333333, 'High Risk'),
(175443, 80, 17, '51:46.2', 36.27685824317251, 96.75820523, 130, 71, 65, 'Male', 96.27916105428761, 1.5160930861691144, 0.058189679, 59, 41.88712597007121, 90.66666666666666, 'High Risk'),
(175444, 97, 17, '50:46.2', 37.37759158499944, 99.34204666235902, 122, 82, 32, 'Female', 50.49488670364081, 1.8721857987988404, 0.055708904, 40, 14.406202291100584, 95.33333333333333, 'High Risk'),
(175445, 99, 15, '49:46.2', 36.17083067896887, 97.43481017490903, 111, 74, 64, 'Female', 85.87372804, 1.643942682974866, 0.097254408, 37, 31.77510353328055, 86.33333333333333, 'High Risk'),
(175446, 97, 12, '48:46.2', 36.37570828530444, 98.94261103978644, 111, 87, 79, 'Male', 84.75302019427599, 1.878774530496061, 0.13946479465000106, 24, 24.010757149718785, 95, 'High Risk'),
(175447, 86, 15, '47:46.2', 36.85851739470683, 98.07417800217387, 123, 82, 85, 'Female', 51.21630773506479, 1.8784225246643111, 0.065244712, 41, 14.515155461220619, 95.66666666666667, 'High Risk'),
(175448, 75, 16, '46:46.2', 36.25408089, 96.14662272778384, 119, 73, 28, 'Female', 57.308370221366026, 1.5097376160756102, 0.13667088966766983, 46, 25.14288482897572, 88.33333333333333, 'Low Risk'),
(175449, 91, 14, '45:46.2', 37.12524704900265, 96.62285424410271, 127, 74, 59, 'Female', 85.01630479787698, 1.9693479758800962, 0.13029948639504052, 53, 21.920845572809007, 91.66666666666666, 'High Risk'),
(175450, 69, 12, '44:46.2', 37.017174211383434, 96.35392418952725, 122, 81, 44, 'Male', 84.24070988414243, 1.6936444815663516, 0.054782195775784505, 41, 29.368212581695715, 94.66666666666667, 'Low Risk'),
(175451, 74, 16, '43:46.2', 36.396193333632915, 98.72013319672641, 115, 75, 54, 'Female', 56.84458727679744, 1.522219377726594, 0.073302016, 40, 24.53209429115231, 88.33333333333333, 'Low Risk'),
(175452, 80, 12, '42:46.2', 36.29086359, 97.59171762, 125, 70, 82, 'Male', 87.78615158625458, 1.6981878570191438, 0.057621406, 55, 30.440693926864924, 88.33333333333333, 'High Risk'),
(175453, 69, 15, '41:46.2', 36.567216901811236, 99.26958039586242, 125, 82, 44, 'Male', 63.00499056998724, 1.5155236131934737, 0.13498055319235713, 43, 27.43149872465031, 96.33333333333333, 'Low Risk'),
(175454, 74, 17, '40:46.2', 36.55646040943083, 95.53554479311914, 110, 76, 31, 'Female', 96.17286768525838, 1.608415198317546, 0.091572354, 34, 37.175449603829165, 87.33333333333333, 'High Risk'),
(175455, 77, 15, '39:46.2', 37.15160789554775, 96.81218703, 120, 83, 46, 'Male', 55.04850624684086, 1.9958857068003206, 0.10357095413264211, 37, 13.818923183752464, 95.33333333333333, 'High Risk'),
(175456, 79, 16, '38:46.2', 36.14248191045697, 97.81845294106377, 130, 74, 35, 'Female', 79.78130335045864, 1.5429416124851656, 0.11177831353821066, 56, 33.51213856, 92.66666666666666, 'High Risk'),
(175457, 62, 17, '37:46.2', 36.089735285916404, 95.50173617623787, 123, 87, 18, 'Female', 91.24782350307153, 1.6364713594723534, 0.083352159, 36, 34.07263306693542, 99, 'High Risk'),
(175458, 97, 13, '36:46.2', 37.22525887, 98.79675030358588, 120, 75, 49, 'Female', 80.46550149292796, 1.708044582382049, 0.12750886465642147, 45, 27.581083172693656, 90, 'High Risk'),
(175459, 80, 19, '35:46.2', 37.28559736404566, 95.88913694444064, 131, 87, 69, 'Male', 72.80409132095588, 1.7453005697931232, 0.064126625, 44, 23.90095888500654, 101.66666666666667, 'Low Risk'),
(175460, 69, 18, '34:46.2', 37.06246601776795, 98.54371135659257, 125, 85, 49, 'Female', 52.45763549801131, 1.6630214314467966, 0.081282943, 40, 18.967627803888725, 98.33333333333333, 'Low Risk'),
(175461, 98, 17, '33:46.2', 36.104997938001205, 97.24499677509877, 128, 83, 47, 'Male', 99.73937121212326, 1.749782014, 0.14823122866314825, 45, 32.576073003757216, 98, 'High Risk'),
(175462, 95, 17, '32:46.2', 36.75932691628855, 99.25885775359154, 114, 73, 63, 'Female', 85.20302075289189, 1.8520391985876554, 0.10420673108644682, 41, 24.840174573635796, 86.66666666666667, 'High Risk'),
(175463, 83, 19, '31:46.2', 36.62406459724853, 98.74530835275486, 132, 71, 49, 'Male', 85.05699731968036, 1.6778825016560133, 0.11564389704351323, 61, 30.212520452526647, 91.33333333333333, 'High Risk'),
(175464, 78, 16, '30:46.2', 36.232391366326105, 96.51987848072908, 115, 81, 43, 'Male', 86.87642261212574, 1.5021942308543597, 0.082253814, 34, 38.49902666502677, 92.33333333333333, 'High Risk'),
(175465, 66, 14, '29:46.2', 36.23756729627214, 96.54563235516119, 139, 75, 66, 'Male', 56.509174976432206, 1.7808390425052336, 0.052102434, 64, 17.818437985360042, 96.33333333333333, 'High Risk'),
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(175641, 91, 19, '33:46.2', 37.328838835563786, 97.77917872217535, 124, 86, 40, 'Female', 70.62675419354721, 1.745770942000937, 0.068001263, 38, 23.17366512412908, 98.66666666666667, 'High Risk'),
(175642, 87, 18, '32:46.2', 36.93847843441716, 98.44480703, 125, 71, 64, 'Female', 53.82110834629212, 1.7834190905202618, 0.066007297, 54, 16.921771041970988, 89, 'High Risk'),
(175643, 70, 12, '31:46.2', 37.46042238686021, 99.44832181719404, 116, 83, 24, 'Male', 61.19305682787218, 1.5415586833907995, 0.056144265, 33, 25.750284080027708, 94, 'Low Risk'),
(175644, 70, 18, '30:46.2', 36.11795088744551, 97.09849461, 137, 74, 45, 'Male', 85.19541302621457, 1.8270706870056335, 0.09509183, 63, 25.521459849115278, 95, 'Low Risk'),
(175645, 73, 14, '29:46.2', 36.953686944775534, 95.18822962089905, 126, 80, 51, 'Male', 51.008594053502634, 1.872338634951576, 0.14953007973890042, 46, 14.550387368255944, 95.33333333333333, 'High Risk'),
(175646, 88, 18, '28:46.2', 37.05045419536749, 97.41513658117222, 118, 81, 57, 'Male', 62.70589511833005, 1.900332228344641, 0.12559091473118034, 37, 17.36398109039656, 93.33333333333333, 'High Risk'),
(175647, 83, 16, '27:46.2', 37.27021630847136, 95.25303821104518, 110, 78, 63, 'Male', 89.17351824170223, 1.8556207507881894, 0.089107447, 32, 25.897477277815035, 88.66666666666667, 'Low Risk'),
(175648, 69, 13, '26:46.2', 36.89942424406748, 97.07609559798328, 111, 89, 45, 'Female', 56.784181059320645, 1.6332960908671625, 0.062363696, 22, 21.28616976685628, 96.33333333333333, 'Low Risk'),
(175649, 74, 16, '25:46.2', 36.95135465113739, 97.62029541487466, 122, 76, 83, 'Female', 50.78464590260787, 1.9176743683257018, 0.085309549, 46, 13.809650952975057, 91.33333333333333, 'High Risk'),
(175650, 85, 13, '24:46.2', 37.37343858279766, 96.71013038148996, 134, 83, 86, 'Male', 75.24645329, 1.6956900996313817, 0.083117313, 51, 26.169357818666814, 100, 'Low Risk'),
(175651, 69, 12, '23:46.2', 37.18975457511778, 98.27190430106617, 130, 83, 43, 'Male', 67.47375628, 1.8297761220136284, 0.091264789, 47, 20.152966191899925, 98.66666666666667, 'Low Risk'),
(175652, 99, 12, '22:46.2', 36.14557889241339, 99.43047716004614, 129, 75, 33, 'Male', 71.01925562908463, 1.7373194013243103, 0.12678603666601918, 54, 23.529720955489964, 93, 'High Risk'),
(175653, 75, 13, '21:46.2', 36.09674141214399, 96.19548326889525, 125, 80, 34, 'Female', 51.37297461498365, 1.911180132472342, 0.1453803282789446, 45, 14.064732250317512, 95, 'High Risk'),
(175654, 81, 16, '20:46.2', 37.22957997681264, 96.88726036717324, 127, 77, 38, 'Female', 81.26786343208141, 1.9322667802721736, 0.097844407, 50, 21.766302828710085, 93.66666666666666, 'Low Risk'),
(175655, 90, 15, '19:46.2', 36.36874561635181, 99.72599049058391, 115, 79, 51, 'Female', 79.00102438657578, 1.7520757602077721, 0.14361142450616665, 36, 25.735165187907963, 91, 'Low Risk'),
(175656, 88, 15, '18:46.2', 37.195239802409446, 98.57670728263453, 110, 72, 81, 'Male', 76.29298706552973, 1.8704924122367097, 0.12213269790801493, 38, 21.805834790332238, 84.66666666666667, 'Low Risk'),
(175657, 95, 18, '17:46.2', 36.19893988550536, 97.14560658977963, 112, 87, 37, 'Male', 95.69658941077785, 1.9764059144671593, 0.13640364958558326, 25, 24.498763782531213, 95.33333333333333, 'High Risk'),
(175658, 84, 16, '16:46.2', 36.48269009472612, 96.66592374, 116, 87, 75, 'Female', 79.93929503303595, 1.9089106494827583, 0.085619594, 29, 21.937599942696604, 96.66666666666667, 'Low Risk'),
(175659, 84, 12, '15:46.2', 36.74711920576612, 98.18247285181138, 120, 70, 76, 'Female', 85.91696458606846, 1.983459033780556, 0.061225296, 50, 21.83898525788747, 86.66666666666666, 'Low Risk'),
(175660, 70, 12, '14:46.2', 36.463037558706084, 96.01086221966068, 123, 80, 35, 'Male', 94.07770198405035, 1.8524944963737355, 0.061860503, 43, 27.41402772440085, 94.33333333333333, 'Low Risk'),
(175661, 60, 17, '13:46.2', 36.76272432463664, 99.58516528653486, 132, 81, 44, 'Female', 58.53409416117296, 1.706781082684943, 0.082683291, 51, 20.09339216694413, 98, 'Low Risk'),
(175662, 87, 19, '12:46.2', 36.30175069008263, 99.99415999337236, 133, 79, 85, 'Female', 97.54898859434144, 1.6727454325235762, 0.096554027, 54, 34.86286430359872, 97, 'High Risk'),
(175663, 72, 17, '11:46.2', 37.20064996680115, 99.30918971, 125, 82, 37, 'Female', 84.05451928742586, 1.9670342954437658, 0.12636333398988298, 43, 21.723870480809904, 96.33333333333333, 'Low Risk'),
(175664, 79, 16, '10:46.2', 36.81167252128883, 99.38048475064974, 137, 87, 86, 'Male', 57.666370013369495, 1.819148117868465, 0.06439108, 50, 17.42554987339243, 103.66666666666666, 'High Risk'),
(175665, 65, 16, '09:46.2', 36.25045867542126, 98.40348456614575, 110, 84, 80, 'Female', 60.53940194166506, 1.6167731080900785, 0.056872675, 26, 23.16007558904493, 92.66666666666667, 'Low Risk'),
(175666, 86, 13, '08:46.2', 37.23686662520714, 97.89559194565052, 123, 86, 53, 'Female', 62.666601287037814, 1.8949807276270214, 0.14909894855538952, 37, 17.45125025860329, 98.33333333333333, 'High Risk'),
(175667, 77, 19, '07:46.2', 36.96261815676264, 99.37492332728371, 110, 86, 78, 'Male', 69.71734267400612, 1.7751509946842785, 0.14687593837451726, 24, 22.124334961264143, 94, 'Low Risk'),
(175668, 81, 19, '06:46.2', 36.18822961962719, 99.47139663832588, 112, 84, 27, 'Female', 74.61196146242486, 1.895510769549512, 0.1277643620026161, 28, 20.766147991448126, 93.33333333333333, 'Low Risk'),
(175669, 90, 12, '05:46.2', 36.707664611862484, 95.16122812062035, 117, 82, 26, 'Male', 70.57466502, 1.611766087506374, 0.093584236, 35, 27.167194873834514, 93.66666666666667, 'Low Risk'),
(175670, 94, 19, '04:46.2', 36.05853806105144, 96.47768670878457, 128, 85, 79, 'Female', 50.94569864, 1.9940871720766171, 0.11206302382896696, 43, 12.812068232974998, 99.33333333333333, 'High Risk'),
(175671, 95, 17, '03:46.2', 36.27387268472535, 98.65227793169636, 111, 78, 29, 'Male', 76.66614067348058, 1.7615417414670875, 0.11299118398614393, 33, 24.706869671594706, 89, 'High Risk'),
(175672, 77, 12, '02:46.2', 37.09712495470808, 99.53166958254607, 137, 73, 74, 'Female', 71.81047693608221, 1.725043867150092, 0.078737305, 64, 24.131678138619026, 94.33333333333333, 'Low Risk'),
(175673, 64, 19, '01:46.2', 37.189480862936435, 96.19417691462998, 138, 82, 21, 'Male', 52.662794610573506, 1.8235387267340057, 0.068145287, 56, 15.83703658104843, 100.66666666666666, 'High Risk'),
(175674, 81, 13, '00:46.2', 36.25985882849444, 99.92595710735486, 112, 72, 88, 'Male', 95.96289863034883, 1.9602669707541494, 0.078377713, 40, 24.97312626004094, 85.33333333333333, 'Low Risk'),
(175675, 80, 14, '59:46.2', 36.02402823895664, 98.84699187617046, 127, 88, 23, 'Male', 70.10669155352518, 1.9001844955301985, 0.10206959933728309, 39, 19.41636521018342, 101, 'Low Risk'),
(175676, 83, 19, '58:46.2', 37.10630518157175, 96.44137907026756, 129, 78, 68, 'Male', 96.02829495183276, 1.6150081229848618, 0.050276135, 51, 36.81711852688627, 95, 'High Risk'),
(175677, 68, 18, '57:46.2', 36.04805780913519, 95.9978922, 134, 79, 30, 'Male', 88.07970297186978, 1.6414601908810544, 0.1329321194622481, 55, 32.69001593412304, 97.33333333333333, 'High Risk'),
(175678, 73, 16, '56:46.2', 36.36492522142428, 99.82943441, 124, 80, 30, 'Male', 95.47252788, 1.5318195185243029, 0.066069049, 44, 40.687707778470134, 94.66666666666667, 'High Risk'),
(175679, 77, 14, '55:46.2', 36.78580093316508, 96.59518488, 112, 80, 52, 'Female', 96.0813478, 1.8130107742034367, 0.058262387176639424, 32, 29.230639485220824, 90.66666666666667, 'Low Risk'),
(175680, 80, 18, '54:46.2', 37.41748466965509, 99.55013549106269, 123, 75, 83, 'Female', 79.27451192199703, 1.6365674694394432, 0.10794146471680013, 48, 29.59823051484642, 91, 'Low Risk'),
(175681, 62, 18, '53:46.2', 36.73020942081755, 95.78582000663512, 136, 78, 36, 'Male', 91.58193020184618, 1.940557498779429, 0.089890592, 58, 24.31961871376429, 97.33333333333333, 'Low Risk'),
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(175683, 77, 12, '51:46.2', 37.014987083922335, 99.32706137688862, 118, 77, 62, 'Female', 62.8042198, 1.5514785938560558, 0.097014788, 41, 26.09139195996755, 90.66666666666667, 'Low Risk'),
(175684, 66, 12, '50:46.2', 36.98734375530091, 97.71935752927945, 119, 86, 28, 'Male', 67.31717311237173, 1.8151380951222054, 0.11896037388379672, 33, 20.43179520654267, 97, 'Low Risk'),
(175685, 90, 17, '49:46.2', 36.85244454898339, 97.95445984422172, 120, 77, 19, 'Female', 59.26554064393897, 1.737900341643932, 0.1356419132529883, 43, 19.622417570132114, 91.33333333333333, 'Low Risk'),
(175686, 69, 14, '48:46.2', 36.01062275, 96.47744874, 112, 71, 44, 'Male', 89.43518767251112, 1.955093081, 0.090084374, 41, 23.397720310581892, 84.66666666666667, 'Low Risk'),
(175687, 89, 12, '47:46.2', 37.34457262826405, 96.61663101773135, 122, 86, 75, 'Male', 84.84631259388817, 1.9490479921435102, 0.090811708, 36, 22.335100275034556, 98, 'Low Risk'),
(175688, 79, 16, '46:46.2', 36.00643165237948, 99.63654480393053, 133, 74, 78, 'Female', 92.26218966564424, 1.9275987364421798, 0.062593966, 59, 24.830787406972032, 93.66666666666666, 'Low Risk'),
(175689, 68, 15, '45:46.2', 37.344129954802206, 98.64194197, 118, 88, 71, 'Female', 64.61142989693082, 1.5633884077419755, 0.056534978, 30, 26.434772523429885, 98, 'Low Risk'),
(175690, 85, 19, '44:46.2', 36.700508788376496, 98.07775869053276, 113, 88, 76, 'Male', 64.18457867667946, 1.999548905893825, 0.11332460492310961, 25, 16.05338544006667, 96.33333333333333, 'High Risk'),
(175691, 65, 15, '43:46.2', 37.18063314998726, 99.23479901093934, 135, 70, 28, 'Male', 59.98310248815166, 1.622318148445518, 0.14368999472548838, 65, 22.790658404333012, 91.66666666666666, 'Low Risk'),
(175692, 90, 12, '42:46.2', 37.33164863128458, 97.95830426067741, 132, 76, 35, 'Female', 94.54496704755452, 1.550867350819351, 0.11084327632367083, 56, 39.308738659301206, 94.66666666666666, 'High Risk'),
(175693, 97, 14, '41:46.2', 36.188841203644834, 98.94735042445585, 118, 80, 89, 'Female', 69.17906601157154, 1.8060022837889402, 0.060741061, 38, 21.209874753110338, 92.66666666666667, 'High Risk'),
(175694, 82, 18, '40:46.2', 36.042294758187516, 95.94662503266841, 134, 70, 60, 'Female', 81.77354629, 1.5762875403556647, 0.10935033096777341, 64, 32.911065802832084, 91.33333333333333, 'High Risk'),
(175695, 67, 19, '39:46.2', 37.35841854577766, 99.19108991193974, 125, 73, 54, 'Male', 63.82292250827205, 1.7135919063279292, 0.087123786, 52, 21.735112008154886, 90.33333333333333, 'Low Risk'),
(175696, 97, 19, '38:46.2', 37.16578478768232, 95.30355888666985, 138, 85, 53, 'Male', 86.12217935577121, 1.7648475100889474, 0.10878792508639323, 53, 27.65035032876098, 102.66666666666666, 'High Risk'),
(175697, 99, 19, '37:46.2', 36.03303105, 95.30017928848805, 131, 71, 50, 'Male', 62.67180486268016, 1.7468985239214914, 0.12003081408064567, 60, 20.536992582352305, 91, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(175698, 70, 18, '36:46.2', 37.33594409041892, 95.98417021836134, 131, 84, 40, 'Male', 89.61549576151018, 1.9109839399647963, 0.056144349875352544, 47, 24.539688026363663, 99.66666666666667, 'Low Risk'),
(175699, 71, 15, '35:46.2', 36.19570366035178, 98.91733619541175, 120, 75, 28, 'Female', 50.130156540468796, 1.817288039695438, 0.099472076, 45, 15.179292302818174, 90, 'High Risk'),
(175700, 95, 17, '34:46.2', 36.044622155450085, 98.81580441527832, 116, 72, 47, 'Female', 63.827140515725354, 1.6270371731744468, 0.060157160982683124, 44, 24.11073431313199, 86.66666666666667, 'High Risk'),
(175701, 89, 19, '33:46.2', 36.15838332380771, 95.03280559391452, 122, 83, 70, 'Male', 92.06253882, 1.9621513858660966, 0.07051916, 39, 23.912111350684878, 96, 'Low Risk'),
(175702, 72, 15, '32:46.2', 36.10396878576874, 96.16728832764856, 126, 86, 35, 'Female', 77.89401249101427, 1.5062995018133707, 0.11990891547667695, 40, 34.33060136368978, 99.33333333333333, 'High Risk'),
(175703, 66, 13, '31:46.2', 36.39515069968356, 96.08534199567256, 123, 80, 22, 'Female', 93.36468450543765, 1.6393994837761587, 0.08570187, 43, 34.73865871443038, 94.33333333333333, 'High Risk'),
(175704, 74, 19, '30:46.2', 36.34043095353844, 95.25083826, 120, 77, 28, 'Female', 61.74535699634714, 1.6278017896419625, 0.10659300290963725, 43, 23.302432719197654, 91.33333333333333, 'Low Risk'),
(175705, 85, 13, '29:46.2', 37.012624881070394, 97.40985394112039, 134, 75, 64, 'Female', 68.34013644612341, 1.782476462040042, 0.1147214807330261, 59, 21.509396945452327, 94.66666666666666, 'Low Risk'),
(175706, 83, 13, '28:46.2', 36.12422950015749, 99.30353872828125, 127, 78, 26, 'Female', 58.98447185033321, 1.5858600026795853, 0.051555322, 49, 23.453518424048156, 94.33333333333333, 'Low Risk'),
(175707, 96, 16, '27:46.2', 36.18177252895111, 95.63101239171058, 136, 72, 61, 'Male', 76.23451796006327, 1.5230071770095728, 0.12777409840203724, 64, 32.86606870085141, 93.33333333333333, 'High Risk'),
(175708, 77, 17, '26:46.2', 36.88016649905125, 96.51644333277055, 124, 77, 36, 'Female', 62.202973027592805, 1.8410341351235389, 0.08220001, 47, 18.352171567920365, 92.66666666666667, 'High Risk'),
(175709, 73, 12, '25:46.2', 36.544387356636186, 98.44272071137429, 129, 79, 83, 'Female', 94.88075528987144, 1.5463092536542458, 0.073511677, 50, 39.681257222933496, 95.66666666666666, 'High Risk'),
(175710, 82, 13, '24:46.2', 37.07369461516292, 95.12193646187202, 111, 77, 39, 'Female', 60.250011282016736, 1.7466320618173865, 0.085056609, 34, 19.749416854567244, 88.33333333333333, 'Low Risk'),
(175711, 68, 19, '23:46.2', 36.27191305065523, 98.51167724097597, 124, 86, 73, 'Female', 72.71051105, 1.9013657085081852, 0.1484119274964973, 38, 20.112491936733193, 98.66666666666667, 'Low Risk'),
(175712, 98, 13, '22:46.2', 37.18875972540145, 96.31199111314473, 133, 74, 40, 'Female', 96.25718787838565, 1.665909209892967, 0.091834007, 59, 34.68410653, 93.66666666666666, 'High Risk'),
(175713, 82, 19, '21:46.2', 37.47041026408867, 99.30079790929608, 115, 70, 31, 'Female', 59.62298560746348, 1.9724042223170644, 0.051991666, 45, 15.325754779784116, 85, 'High Risk'),
(175714, 65, 17, '20:46.2', 36.59382317356827, 95.00274051, 113, 89, 87, 'Male', 64.64190815135088, 1.822433844594089, 0.079044447, 24, 19.463037684807052, 97, 'Low Risk'),
(175715, 71, 17, '19:46.2', 36.51065339, 99.36561811719943, 128, 85, 44, 'Male', 79.36318146565847, 1.6683190117511875, 0.077682214, 43, 28.514178985211966, 99.33333333333333, 'Low Risk'),
(175716, 94, 12, '18:46.2', 37.25567872614203, 98.98829043280912, 127, 74, 88, 'Female', 70.36138944580773, 1.6453840039076941, 0.10266986893762259, 53, 25.989616148341963, 91.66666666666666, 'High Risk'),
(175717, 80, 14, '17:46.2', 37.29801991920458, 96.29732572492405, 127, 87, 22, 'Female', 96.75183138788535, 1.9844078898296207, 0.052120674, 40, 24.56955576720255, 100.33333333333333, 'Low Risk'),
(175718, 99, 15, '16:46.2', 36.666167127313244, 98.43743728826217, 125, 80, 29, 'Female', 55.55042169267949, 1.6204133908283767, 0.14118586482112563, 45, 21.15610496892772, 95, 'High Risk'),
(175719, 68, 15, '15:46.2', 37.46478949, 96.16621888, 138, 84, 58, 'Male', 74.20599888198166, 1.948542969499534, 0.11264146968977264, 54, 19.544251417594854, 102, 'Low Risk'),
(175720, 93, 16, '14:46.2', 37.48664394181163, 98.39189146760742, 117, 73, 78, 'Female', 99.99873471, 1.6363179976515863, 0.1323465401402658, 44, 37.347289709936156, 87.66666666666667, 'High Risk'),
(175721, 71, 17, '13:46.2', 36.69444958675453, 96.11047842352075, 138, 79, 74, 'Male', 80.76315462056148, 1.9428144711884197, 0.13457695343931603, 59, 21.396888070336757, 98.66666666666666, 'Low Risk'),
(175722, 90, 12, '12:46.2', 37.35082095891577, 98.12902973941637, 118, 74, 28, 'Female', 60.02809159397394, 1.8013300011574591, 0.069236563, 44, 18.499839987223794, 88.66666666666667, 'High Risk'),
(175723, 69, 18, '11:46.2', 36.25109571488719, 96.00091795726739, 114, 72, 88, 'Male', 90.05473994321923, 1.6689171492108772, 0.074626492, 42, 32.33233141166065, 86, 'High Risk'),
(175724, 85, 17, '10:46.2', 37.04150114092474, 97.54138203476343, 132, 87, 33, 'Female', 80.16554058631442, 1.8602645819997203, 0.085952271, 45, 23.16531928953383, 102, 'Low Risk'),
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(175901, 85, 18, '13:46.2', 37.37775404581874, 98.88445675540112, 123, 75, 65, 'Male', 84.80238630683732, 1.9394854509501436, 0.089773225, 48, 22.544209993921946, 91, 'Low Risk'),
(175902, 91, 19, '12:46.2', 37.17282443716607, 95.06156399429678, 111, 81, 77, 'Male', 84.18653536743122, 1.7033079490082454, 0.073884824, 30, 29.017252606447887, 91, 'High Risk'),
(175903, 94, 15, '11:46.2', 37.12483491978587, 96.73874290448852, 128, 72, 41, 'Female', 78.01618168964148, 1.918477593088854, 0.1476963768274936, 56, 21.196845220289756, 90.66666666666666, 'High Risk'),
(175904, 81, 16, '10:46.2', 37.00912501170614, 95.29257129568009, 134, 70, 86, 'Female', 97.34351096286335, 1.548879659966351, 0.069800797, 64, 40.57622620690947, 91.33333333333333, 'High Risk'),
(175905, 75, 18, '09:46.2', 36.213442415473004, 96.75146330287475, 123, 82, 46, 'Male', 66.02064313, 1.9474474348098707, 0.11636710233473833, 41, 17.40797532585456, 95.66666666666667, 'High Risk'),
(175906, 72, 13, '08:46.2', 36.78155090722613, 97.40036894221676, 117, 81, 88, 'Male', 90.98464404, 1.9834650677608192, 0.14300005523399384, 36, 23.126983359814894, 93, 'Low Risk'),
(175907, 78, 12, '07:46.2', 36.249470788013106, 96.80307988601336, 130, 70, 21, 'Female', 94.73224962864572, 1.8877878323173505, 0.1487119824000997, 60, 26.582234546929367, 90, 'Low Risk'),
(175908, 93, 16, '06:46.2', 37.02851715266321, 99.76648570602484, 116, 78, 50, 'Male', 97.77629946113998, 1.7526872290161843, 0.093211161, 38, 31.82912883645697, 90.66666666666667, 'High Risk'),
(175909, 82, 18, '05:46.2', 36.24895297373177, 96.77235499442808, 125, 76, 33, 'Female', 76.72989466540608, 1.7996166953889543, 0.051619828, 49, 23.692155527577388, 92.33333333333333, 'Low Risk'),
(175910, 87, 14, '04:46.2', 36.91055985494364, 99.2038098, 129, 70, 70, 'Male', 74.22993030204418, 1.553284083438293, 0.13314565781337903, 59, 30.76644155673776, 89.66666666666666, 'High Risk'),
(175911, 77, 12, '03:46.2', 37.030003775162534, 99.95949487, 113, 84, 25, 'Male', 50.94507223138719, 1.5677598116560743, 0.10304587028259403, 29, 20.727318812217415, 93.66666666666667, 'Low Risk'),
(175912, 98, 19, '02:46.2', 37.088785494475836, 97.01294434765786, 127, 87, 86, 'Female', 88.51645947580985, 1.8187646125407295, 0.10266082677581172, 40, 26.759071702459337, 100.33333333333333, 'High Risk'),
(175913, 74, 19, '01:46.2', 36.42897402319868, 95.90514234492831, 111, 80, 86, 'Male', 74.33750682212494, 1.7087233519602603, 0.10909882527610325, 31, 25.46035659282965, 90.33333333333333, 'Low Risk'),
(175914, 76, 19, '00:46.2', 36.212968311493974, 99.17778009204221, 125, 78, 40, 'Female', 98.02327394724196, 1.5982541667538235, 0.1406157531114554, 47, 38.374039038975035, 93.66666666666667, 'High Risk'),
(175915, 82, 17, '59:46.2', 36.261449821276514, 96.59895962774816, 136, 79, 73, 'Female', 66.75621648980285, 1.5733460942185582, 0.078046211, 57, 26.967654884308118, 98, 'Low Risk'),
(175916, 71, 12, '58:46.2', 36.90530392446907, 96.60401784, 138, 78, 69, 'Female', 57.357880709101806, 1.5358142157601191, 0.1268565338294636, 60, 24.317321130811347, 98, 'Low Risk'),
(175917, 88, 13, '57:46.2', 36.66780382253129, 96.76789377, 111, 83, 48, 'Male', 76.39931066906837, 1.779516168272594, 0.092783208, 28, 24.12601333627519, 92.33333333333333, 'Low Risk'),
(175918, 64, 14, '56:46.2', 37.240398873721496, 99.45275444264013, 137, 85, 73, 'Female', 80.20702354310868, 1.6263652032272198, 0.097137036, 52, 30.32328533, 102.33333333333333, 'High Risk'),
(175919, 99, 19, '55:46.2', 36.57306143477003, 98.78509818540124, 117, 80, 43, 'Female', 81.96969772066342, 1.7687550859770993, 0.096341555, 37, 26.201003805938868, 92.33333333333333, 'High Risk'),
(175920, 95, 17, '54:46.2', 36.35287430542854, 95.68201481685935, 139, 79, 20, 'Female', 84.24228938246512, 1.6117819716083777, 0.1278022615812813, 60, 32.427806536796936, 99, 'High Risk'),
(175921, 67, 13, '53:46.2', 36.73659510553157, 98.34639254731876, 130, 74, 78, 'Female', 74.31559856888407, 1.7170932292208367, 0.080387791, 56, 25.205320764716166, 92.66666666666666, 'Low Risk'),
(175922, 92, 18, '52:46.2', 36.006167441361846, 99.02565985507181, 116, 89, 38, 'Female', 52.17967764685652, 1.8754533825098794, 0.095454331, 27, 14.835044205942795, 98, 'High Risk'),
(175923, 97, 15, '51:46.2', 37.11968234021975, 98.39939201417134, 125, 83, 46, 'Female', 55.72029676298172, 1.7637583573466364, 0.12754672461260746, 42, 17.91163586, 97, 'High Risk'),
(175924, 89, 13, '50:46.2', 37.14014262512038, 97.78902049602605, 136, 80, 21, 'Male', 64.81608108169344, 1.742828998623017, 0.058425158241190656, 56, 21.338958272628734, 98.66666666666666, 'Low Risk'),
(175925, 91, 19, '49:46.2', 37.475898780409274, 97.13248869244569, 139, 81, 20, 'Female', 86.08462114873096, 1.7455055914721513, 0.084240132, 58, 28.254204474590694, 100.33333333333333, 'High Risk'),
(175926, 75, 16, '48:46.2', 37.065970755878034, 97.94358685, 117, 79, 78, 'Female', 85.47048219284633, 1.7986375525191398, 0.093723485, 38, 26.41975835506161, 91.66666666666667, 'Low Risk'),
(175927, 69, 14, '47:46.2', 36.755521488310336, 98.03375729624926, 134, 74, 81, 'Female', 99.79869913, 1.753497911, 0.1085960539251658, 60, 32.45744834846837, 94, 'High Risk'),
(175928, 93, 19, '46:46.2', 37.215732737691745, 96.20120034122222, 121, 83, 19, 'Female', 66.96265558937749, 1.8318824469860209, 0.097676721, 38, 19.954344505619066, 95.66666666666667, 'High Risk'),
(175929, 89, 13, '45:46.2', 36.12485351323476, 97.86809451546286, 130, 73, 41, 'Male', 97.50042883087445, 1.6864469980480823, 0.1241168977025834, 57, 34.28160389086567, 92, 'High Risk'),
(175930, 87, 17, '44:46.2', 36.75377228425328, 99.55452787502125, 128, 74, 23, 'Female', 56.509025286143284, 1.9618641491918254, 0.14075067348684353, 54, 14.681821992961977, 92, 'High Risk'),
(175931, 69, 18, '43:46.2', 37.11365416204671, 96.59042209442654, 136, 76, 34, 'Female', 72.43428320843474, 1.501463519726689, 0.10031411088524372, 60, 32.13028642882559, 96, 'High Risk'),
(175932, 87, 12, '42:46.2', 36.29845435826368, 99.75259517, 121, 86, 52, 'Male', 53.27810949194684, 1.660804749893349, 0.10875802703948055, 35, 19.31575328034912, 97.66666666666667, 'Low Risk'),
(175933, 75, 17, '41:46.2', 36.119651234268304, 97.07506671492594, 133, 80, 65, 'Male', 63.32874535504449, 1.549998670658128, 0.13426882775460378, 53, 26.35956461257195, 97.66666666666666, 'Low Risk'),
(175934, 83, 15, '40:46.2', 37.267858714217326, 99.1339547, 115, 84, 62, 'Male', 66.98048853485464, 1.5357559029928256, 0.14605581148615293, 31, 28.39905731643205, 94.33333333333333, 'Low Risk'),
(175935, 60, 19, '39:46.2', 36.501105037970206, 97.24349199144793, 110, 75, 48, 'Female', 60.656377018558466, 1.5511332401065752, 0.055843980484883676, 35, 25.21031412758565, 86.66666666666667, 'Low Risk'),
(175936, 95, 14, '38:46.2', 36.723160262738595, 98.45206766751018, 129, 85, 43, 'Female', 92.99269253325795, 1.8380305465079139, 0.060063941671673976, 44, 27.526016960193292, 99.66666666666667, 'High Risk'),
(175937, 66, 14, '37:46.2', 36.10790426803959, 95.21935717, 129, 88, 78, 'Female', 90.69108271736633, 1.931331568727346, 0.05571651, 41, 24.313691844016212, 101.66666666666667, 'Low Risk'),
(175938, 89, 14, '36:46.2', 37.29021839, 97.67571678835478, 126, 72, 76, 'Female', 60.26918928164864, 1.9895458079680206, 0.12519210782697635, 54, 15.226057434266874, 90, 'High Risk'),
(175939, 85, 18, '35:46.2', 37.304249671610734, 97.56473558617914, 113, 80, 60, 'Male', 95.64886846314431, 1.8368403946376235, 0.092342535, 33, 28.348951017225467, 91, 'Low Risk'),
(175940, 93, 15, '34:46.2', 36.75190615956471, 96.42849015587417, 121, 80, 82, 'Male', 72.27299711658048, 1.920606988778939, 0.13191946815375316, 41, 19.592915041309297, 93.66666666666667, 'High Risk'),
(175941, 91, 16, '33:46.2', 37.31725429, 97.19917789521934, 136, 80, 58, 'Female', 76.10554218645667, 1.5762606175542122, 0.05627003, 56, 30.630933634581826, 98.66666666666666, 'High Risk'),
(175942, 86, 18, '32:46.2', 37.304391716609864, 98.06204329655657, 111, 85, 33, 'Female', 54.89194822882882, 1.6205252269542874, 0.083764653, 26, 20.902443238998657, 93.66666666666667, 'Low Risk'),
(175943, 91, 18, '31:46.2', 36.77785947418796, 96.70826989805084, 118, 75, 69, 'Male', 87.79295360364284, 1.9329883918417767, 0.053260476, 43, 23.49639141218303, 89.33333333333333, 'High Risk'),
(175944, 89, 17, '30:46.2', 37.49823361, 99.3921608, 115, 78, 37, 'Male', 95.26043934, 1.7939753248744972, 0.080695968, 37, 29.599177942969817, 90.33333333333333, 'Low Risk'),
(175945, 63, 18, '29:46.2', 36.83733749859726, 98.46605799722069, 127, 82, 78, 'Female', 56.802664210368384, 1.7980320360020643, 0.11074396846485787, 45, 17.570084698257737, 97, 'High Risk'),
(175946, 61, 19, '28:46.2', 36.87034386509412, 97.47806698, 122, 89, 49, 'Male', 66.82735299435254, 1.5458807194867479, 0.055186081, 33, 27.964193461822337, 100, 'Low Risk'),
(175947, 89, 13, '27:46.2', 37.43080326581041, 96.19916030335798, 116, 71, 80, 'Female', 99.41848211336404, 1.8045141078771916, 0.056264211600252224, 45, 30.53138914407611, 86, 'High Risk'),
(175948, 79, 13, '26:46.2', 37.332310047839194, 96.28255583298757, 134, 72, 41, 'Female', 91.90607776772251, 1.9837909816662957, 0.1123249158818497, 62, 23.353523196507737, 92.66666666666666, 'Low Risk'),
(175949, 71, 13, '25:46.2', 36.47803034814819, 95.10296169173202, 128, 77, 26, 'Female', 87.52021033, 1.848746418708084, 0.062061827, 51, 25.606702818205285, 94, 'Low Risk'),
(175950, 61, 15, '24:46.2', 36.872376200134624, 96.18664893211891, 129, 78, 40, 'Male', 92.65271265, 1.917778186242022, 0.11242250185860486, 51, 25.191927052913513, 95, 'Low Risk'),
(175951, 62, 16, '23:46.2', 37.115350456868136, 97.66171246823211, 117, 78, 23, 'Female', 86.80903413120916, 1.9345074263322988, 0.12122950829226355, 39, 23.196588675722698, 91, 'Low Risk'),
(175952, 83, 14, '22:46.2', 36.127726966360726, 98.55489396025843, 138, 80, 53, 'Male', 66.44734640297048, 1.6042554642121971, 0.10763993856325077, 58, 25.818475057674007, 99.33333333333333, 'Low Risk'),
(175953, 80, 16, '21:46.2', 37.049259019602324, 99.07076468616357, 134, 89, 81, 'Female', 97.12406938124987, 1.6689291574442646, 0.1406623216360403, 45, 34.869929247245395, 104, 'High Risk'),
(175954, 62, 13, '20:46.2', 37.199975955742104, 96.85671612571974, 114, 73, 84, 'Male', 55.85714313849159, 1.5598035433188069, 0.091134562, 41, 22.958257066789574, 86.66666666666667, 'Low Risk'),
(175955, 70, 18, '19:46.2', 36.37360458746185, 97.60658191152145, 134, 86, 50, 'Male', 83.75663335309738, 1.6433115613947422, 0.1386192499283587, 48, 31.015543141004823, 102, 'High Risk'),
(175956, 69, 18, '18:46.2', 36.18496641, 99.24465263393274, 123, 74, 59, 'Female', 86.82132285744447, 1.6556838703635275, 0.14399912487949487, 49, 31.671713696957692, 90.33333333333333, 'High Risk'),
(175957, 99, 13, '17:46.2', 36.83663092600401, 97.23798520501572, 138, 83, 36, 'Female', 73.89545222933658, 1.9303434053016688, 0.14830037049012473, 55, 19.831180106764517, 101.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(175958, 75, 17, '16:46.2', 37.444733860975965, 97.23319414255711, 134, 78, 78, 'Male', 61.057865130506855, 1.6538924564979753, 0.1347468898222675, 56, 22.321690519375814, 96.66666666666666, 'Low Risk'),
(175959, 80, 18, '15:46.2', 36.80424362904989, 99.23961966783634, 126, 83, 35, 'Male', 64.80288236168252, 1.8981559972035942, 0.1386547175396839, 43, 17.98583149951071, 97.33333333333333, 'High Risk'),
(175960, 85, 17, '14:46.2', 37.242660244532985, 97.69573745, 135, 80, 75, 'Female', 93.20139207870042, 1.5171943047398382, 0.061693930596462124, 55, 40.48927418052629, 98.33333333333333, 'High Risk'),
(175961, 86, 15, '13:46.2', 36.618670851413576, 97.20946202658197, 131, 83, 58, 'Male', 73.69120035426414, 1.637806574232307, 0.10979588605022281, 48, 27.472008404117645, 99, 'Low Risk'),
(175962, 66, 18, '12:46.2', 36.163510110618084, 95.77964887, 134, 76, 40, 'Female', 84.94882012635541, 1.901854117245612, 0.10363147516549584, 58, 23.485669718705186, 95.33333333333333, 'Low Risk'),
(175963, 89, 12, '11:46.2', 36.89254314119537, 98.68705577796467, 128, 86, 78, 'Male', 64.21987576160177, 1.6368042998623704, 0.094770064, 42, 23.97043671888559, 100, 'Low Risk'),
(175964, 87, 18, '10:46.2', 36.10486807727388, 96.32677058856098, 111, 89, 75, 'Male', 76.28155997, 1.830607299, 0.067122952, 22, 22.762983657132636, 96.33333333333333, 'Low Risk'),
(175965, 79, 12, '09:46.2', 36.56561576945813, 97.22194469216474, 130, 82, 42, 'Female', 80.39748732779736, 1.8702894120298117, 0.1124555173410288, 48, 22.983959376092916, 98, 'Low Risk'),
(175966, 67, 17, '08:46.2', 37.33285027004695, 97.53826018466924, 116, 83, 85, 'Female', 81.37589361323312, 1.9192802392496915, 0.081847772, 33, 22.091183696253893, 94, 'Low Risk'),
(175967, 81, 17, '07:46.2', 36.85280509249674, 97.58120116191941, 130, 81, 61, 'Male', 69.01158163978899, 1.9552324607761324, 0.13581951622847627, 49, 18.05199412, 97.33333333333333, 'High Risk'),
(175968, 89, 14, '06:46.2', 36.78380500312439, 99.97719807163757, 121, 70, 86, 'Female', 63.618284096201116, 1.6735199202035862, 0.090415674, 51, 22.715389015288004, 87, 'Low Risk'),
(175969, 82, 12, '05:46.2', 36.55234018367766, 98.69776789493723, 118, 80, 77, 'Female', 87.62380835835724, 1.595392715937336, 0.092696255, 38, 34.426027796972484, 92.66666666666667, 'High Risk'),
(175970, 83, 19, '04:46.2', 36.462733351608236, 95.87964934722162, 126, 84, 27, 'Male', 91.72360299033569, 1.545900156104454, 0.050393573573950516, 42, 38.38117126543057, 98, 'High Risk'),
(175971, 75, 12, '03:46.2', 36.014374701047814, 97.46134788, 115, 85, 30, 'Male', 95.38441987326915, 1.6240680628701418, 0.13451509122543523, 30, 36.16337796839989, 95, 'High Risk'),
(175972, 78, 18, '02:46.2', 37.09591436328202, 95.85649638098539, 114, 80, 77, 'Male', 61.30663539973316, 1.8396152807177473, 0.10359368659163934, 34, 18.115630975374774, 91.33333333333333, 'High Risk'),
(175973, 93, 14, '01:46.2', 37.19469669836373, 95.93345927655581, 126, 83, 57, 'Male', 74.62150910100011, 1.7955577289086535, 0.1409516276684809, 43, 23.145431533132083, 97.33333333333333, 'High Risk'),
(175974, 60, 17, '00:46.2', 36.62382038286224, 99.47750301896973, 128, 78, 87, 'Female', 81.39099216220434, 1.5911298428744025, 0.075726268, 50, 32.14882465082382, 94.66666666666666, 'High Risk'),
(175975, 72, 16, '59:46.2', 37.01047184431132, 98.97730778295241, 123, 76, 64, 'Male', 72.12532714882003, 1.7212834814515532, 0.068341113, 47, 24.343498584289836, 91.66666666666667, 'Low Risk'),
(175976, 82, 12, '58:46.2', 37.388058876761434, 95.15144851666287, 114, 73, 69, 'Female', 73.17125335129315, 1.7025182548558737, 0.1428183622986257, 41, 25.243928398024288, 86.66666666666667, 'Low Risk'),
(175977, 62, 16, '57:46.2', 36.78106457732884, 97.00788224, 118, 82, 67, 'Female', 72.51935809, 1.804621906803225, 0.084898635, 36, 22.268014790368753, 94, 'Low Risk'),
(175978, 60, 16, '56:46.2', 36.85999259652894, 98.16352891584079, 115, 87, 89, 'Male', 70.81507498546188, 1.952773766037957, 0.087463207, 28, 18.570425522103303, 96.33333333333333, 'Low Risk'),
(175979, 93, 16, '55:46.2', 37.18079896, 97.97815575439509, 121, 71, 43, 'Female', 96.10432930518414, 1.996848758790286, 0.069759092, 50, 24.101973623729894, 87.66666666666666, 'High Risk'),
(175980, 66, 12, '54:46.2', 36.62921712689241, 95.47346766134206, 113, 77, 59, 'Male', 77.46190841301078, 1.672451686672014, 0.10960562101152518, 36, 27.69370302581373, 89, 'Low Risk'),
(175981, 96, 15, '53:46.2', 36.25617930428524, 97.06334712629098, 129, 87, 29, 'Female', 58.93471419173883, 1.753073995095989, 0.13047457327856343, 42, 19.17655925290637, 101, 'High Risk'),
(175982, 90, 12, '52:46.2', 37.40032808, 99.790614, 127, 75, 82, 'Male', 66.56928323, 1.7237544638010278, 0.12145060987850474, 52, 22.40387150424245, 92.33333333333333, 'Low Risk'),
(175983, 91, 12, '51:46.2', 37.333414012786626, 98.90981049469536, 134, 77, 80, 'Male', 56.022494201956945, 1.706945984699202, 0.1232249189029272, 57, 19.227502816979435, 96, 'High Risk'),
(175984, 60, 12, '50:46.2', 37.269920403294456, 97.29604588, 121, 71, 43, 'Female', 97.72778685475757, 1.8156527689514406, 0.12989527116863414, 50, 29.64506938969012, 87.66666666666666, 'Low Risk'),
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(176160, 99, 19, '54:46.2', 36.06243601598527, 99.119668, 138, 76, 63, 'Female', 68.83930684580906, 1.6817291274964266, 0.067612507, 62, 24.340214225572915, 96.66666666666666, 'High Risk'),
(176161, 67, 12, '53:46.2', 36.23021949622957, 98.89605362, 125, 81, 80, 'Male', 57.93201056543252, 1.596322388315698, 0.062015703721348306, 44, 22.73408041961627, 95.66666666666667, 'Low Risk'),
(176162, 89, 17, '52:46.2', 36.30707456045286, 98.28076082084019, 130, 78, 20, 'Female', 90.14260654, 1.8706442450325642, 0.1493519953882208, 52, 25.760109659026313, 95.33333333333333, 'Low Risk'),
(176163, 93, 12, '51:46.2', 36.580967894443454, 97.78273063258204, 136, 81, 62, 'Male', 58.64868029371309, 1.621335048121265, 0.10950190797505419, 55, 22.310674614275978, 99.33333333333333, 'High Risk'),
(176164, 73, 15, '50:46.2', 36.09256759, 95.66078751864373, 113, 71, 18, 'Female', 53.08475365515656, 1.815462948032122, 0.09374296, 42, 16.106271912649305, 85, 'High Risk'),
(176165, 62, 19, '49:46.2', 36.43020496798749, 98.16199237876724, 132, 84, 78, 'Male', 79.46080625493994, 1.9656630295286504, 0.084601718, 48, 20.56528954281055, 100, 'Low Risk'),
(176166, 66, 18, '48:46.2', 36.72191385985712, 96.64010767462935, 111, 89, 24, 'Male', 57.67196254142438, 1.7293300995239522, 0.058547299, 22, 19.28452425093061, 96.33333333333333, 'Low Risk'),
(176167, 64, 15, '47:46.2', 36.80901030518046, 98.43807171768535, 111, 81, 50, 'Male', 52.930004921101606, 1.7171441080521825, 0.080811367, 30, 17.950991708180574, 91, 'High Risk'),
(176168, 91, 19, '46:46.2', 36.889792205956155, 95.35344860104126, 118, 72, 23, 'Female', 50.456467331407126, 1.6705361264876673, 0.073578422, 46, 18.080277693668506, 87.33333333333333, 'High Risk'),
(176169, 66, 16, '45:46.2', 37.093937221530034, 97.16018185256982, 111, 75, 24, 'Male', 75.11767277490912, 1.6365329241839914, 0.1454906150398248, 36, 28.04740144276595, 87, 'Low Risk'),
(176170, 94, 18, '44:46.2', 36.9042891, 99.02228143, 139, 84, 67, 'Male', 75.52098838570421, 1.8080891228536637, 0.079599277, 55, 23.10085201810815, 102.33333333333333, 'High Risk'),
(176171, 94, 12, '43:46.2', 36.32008190776911, 95.23074543956177, 130, 84, 76, 'Female', 70.88931555209865, 1.615696304217582, 0.13616401302510445, 46, 27.155719875150776, 99.33333333333333, 'High Risk'),
(176172, 98, 12, '42:46.2', 36.714759003469474, 95.26142202318412, 110, 74, 65, 'Female', 71.82594959047097, 1.7305052836566774, 0.098465865, 36, 23.984767731071845, 86, 'High Risk'),
(176173, 71, 18, '41:46.2', 36.413645333435966, 98.40315618, 115, 84, 47, 'Male', 83.64715546255724, 1.5938566320046756, 0.076400426, 31, 32.92703831521646, 94.33333333333333, 'High Risk'),
(176174, 88, 14, '40:46.2', 36.27483142224433, 97.52680493795673, 134, 76, 64, 'Male', 79.49468765640529, 1.858317091143951, 0.13739445600337913, 58, 23.019636685234907, 95.33333333333333, 'Low Risk'),
(176175, 92, 13, '39:46.2', 37.26161293321465, 99.80736355, 133, 88, 21, 'Female', 86.51779908885845, 1.525064465235702, 0.13342999837385788, 45, 37.198811047523456, 103, 'High Risk'),
(176176, 67, 12, '38:46.2', 36.68050307621457, 96.40828636, 137, 77, 72, 'Male', 60.363205052997884, 1.5291506934378896, 0.12066363847575196, 60, 25.814975610384252, 97, 'Low Risk'),
(176177, 60, 12, '37:46.2', 36.64065185573845, 97.78607694327464, 127, 71, 73, 'Female', 60.328413543180005, 1.7710899331119594, 0.11431154612552881, 56, 19.23271852975394, 89.66666666666666, 'Low Risk'),
(176178, 75, 19, '36:46.2', 36.283408959774675, 96.58351035901502, 114, 72, 29, 'Male', 52.93801305802771, 1.9523629183948379, 0.091286423, 42, 13.888218351344237, 86, 'High Risk'),
(176179, 98, 15, '35:46.2', 36.26826036598064, 97.90217201277206, 124, 85, 74, 'Female', 60.10417272377654, 1.5415102745307652, 0.059782055, 39, 25.29366582161159, 98, 'High Risk'),
(176180, 92, 19, '34:46.2', 37.33759249491487, 96.25703927, 128, 81, 29, 'Male', 93.16744792974804, 1.9445837915611066, 0.12980500647912216, 47, 24.638307791854594, 96.66666666666667, 'High Risk'),
(176181, 67, 18, '33:46.2', 36.02962875355661, 98.88536800954503, 120, 74, 57, 'Female', 70.77367893502063, 1.5807231353736735, 0.11466789728782564, 46, 28.32436304, 89.33333333333333, 'Low Risk'),
(176182, 72, 16, '32:46.2', 37.25854342253629, 96.06007259, 127, 85, 37, 'Male', 57.57880007273391, 1.604328206991197, 0.12463337044809841, 42, 22.370524750040726, 99, 'Low Risk'),
(176183, 62, 18, '31:46.2', 36.078790862506196, 96.90906827982012, 123, 73, 30, 'Female', 63.57022877310916, 1.9932906122558203, 0.12842530195973031, 50, 15.999725494977193, 89.66666666666666, 'High Risk'),
(176184, 73, 13, '30:46.2', 36.38441183507963, 99.50766554, 126, 77, 43, 'Male', 54.47075901756099, 1.749245691004319, 0.071133178, 49, 17.801713261154436, 93.33333333333333, 'High Risk'),
(176185, 70, 17, '29:46.2', 37.40666329, 96.15423112715544, 133, 86, 34, 'Female', 53.70078198219725, 1.6004658886742569, 0.054162481986482415, 47, 20.96465718885563, 101.66666666666667, 'Low Risk'),
(176186, 99, 18, '28:46.2', 36.43773074011067, 95.92221292, 112, 76, 74, 'Female', 50.169155343434305, 1.7607073513102243, 0.1436333345589462, 36, 16.183126697314403, 88, 'High Risk'),
(176187, 85, 13, '27:46.2', 36.81393538, 98.44121032, 135, 72, 71, 'Male', 54.97086595425319, 1.9167390949146577, 0.078267601, 63, 14.962583130732428, 93, 'High Risk'),
(176188, 64, 17, '26:46.2', 36.54638465995555, 95.38207572240442, 116, 77, 88, 'Male', 94.17106693594386, 1.6279626864938213, 0.088641639, 39, 35.53273180667479, 90, 'High Risk'),
(176189, 70, 19, '25:46.2', 36.23614793, 98.43820045616043, 132, 88, 22, 'Male', 54.053534219134455, 1.7192137837691241, 0.111129401, 44, 18.287920541160798, 102.66666666666667, 'High Risk'),
(176190, 84, 19, '24:46.2', 36.923678627711226, 97.70034115554964, 126, 89, 46, 'Female', 96.61526366736744, 1.5978977809295316, 0.1429903974931941, 37, 37.83970623751636, 101.33333333333333, 'High Risk'),
(176191, 97, 18, '23:46.2', 37.28890774333909, 95.03373968177213, 116, 82, 85, 'Female', 79.84892639531834, 1.8973807794956703, 0.13060213020231132, 34, 22.179925727359112, 93.33333333333333, 'High Risk'),
(176192, 74, 16, '22:46.2', 37.226583397886586, 96.82239633849612, 129, 74, 59, 'Female', 73.63358398214001, 1.700498186041372, 0.11264475061738884, 55, 25.463822218549314, 92.33333333333333, 'Low Risk'),
(176193, 85, 12, '21:46.2', 36.96662802207065, 95.23991097682314, 131, 72, 89, 'Female', 76.60251879859183, 1.525160957266666, 0.098355346, 59, 32.931513557808486, 91.66666666666666, 'High Risk'),
(176194, 73, 15, '20:46.2', 37.190930935939164, 99.15378585372711, 114, 84, 21, 'Female', 67.69205886894694, 1.9952601439151474, 0.081776117, 30, 17.003513422561447, 94, 'High Risk'),
(176195, 74, 19, '19:46.2', 37.15995988553129, 95.16589148519527, 126, 88, 35, 'Male', 63.74483400102079, 1.7621110732046308, 0.10798526314342274, 38, 20.52950291537605, 100.66666666666667, 'Low Risk'),
(176196, 69, 16, '18:46.2', 36.49634795344093, 98.39261498056065, 139, 74, 85, 'Male', 78.02973920552415, 1.603697128184944, 0.065614026, 65, 30.339991334710298, 95.66666666666666, 'High Risk'),
(176197, 88, 12, '17:46.2', 37.29759506008538, 96.14471014876902, 128, 79, 70, 'Male', 85.82537836368104, 1.823866051538044, 0.1389871510774206, 49, 25.800602472058056, 95.33333333333333, 'Low Risk'),
(176198, 62, 12, '16:46.2', 36.57411738428193, 97.15685524131884, 131, 83, 45, 'Female', 79.69197126854544, 1.7885336870240096, 0.11022065198451078, 48, 24.91267260677122, 99, 'Low Risk'),
(176199, 88, 17, '15:46.2', 37.23920414598258, 98.48602533892318, 128, 78, 20, 'Female', 73.17531657838127, 1.5265032985422242, 0.083406303, 50, 31.40285369529195, 94.66666666666666, 'High Risk'),
(176200, 61, 14, '14:46.2', 36.787592273744096, 98.60955786299695, 121, 70, 78, 'Female', 57.96539998883418, 1.8706690236231132, 0.081143557, 51, 16.56437017450778, 87, 'High Risk'),
(176201, 87, 14, '13:46.2', 36.40706221327397, 99.10318683, 132, 72, 59, 'Male', 90.42211337942436, 1.9512534853412147, 0.11297960310573174, 60, 23.749106207463733, 92, 'Low Risk'),
(176202, 76, 14, '12:46.2', 37.35367864770423, 98.63420435143922, 134, 82, 87, 'Male', 94.24507280237077, 1.8978587878567919, 0.069280347, 52, 26.165610000458315, 99.33333333333333, 'Low Risk'),
(176203, 61, 18, '11:46.2', 36.80489542686054, 99.01471505, 133, 77, 69, 'Male', 88.51932571258325, 1.7037841567572825, 0.1337369595286481, 56, 30.493617340210807, 95.66666666666666, 'High Risk'),
(176204, 66, 14, '10:46.2', 37.20164989016289, 96.05184449, 123, 87, 82, 'Male', 66.60909762397834, 1.5560604111990866, 0.071768006, 36, 27.509369887370703, 99, 'Low Risk'),
(176205, 63, 19, '09:46.2', 36.816835554618905, 99.83927342453165, 135, 86, 58, 'Male', 53.31768229410908, 1.6415017952021993, 0.094192322, 49, 19.787391131808583, 102.33333333333333, 'Low Risk'),
(176206, 91, 13, '08:46.2', 36.06916597547557, 95.42442903405409, 138, 77, 78, 'Female', 96.20986407, 1.5571300847741756, 0.089919468, 61, 39.67983063546929, 97.33333333333333, 'High Risk'),
(176207, 60, 13, '07:46.2', 37.25637357, 98.54348761126883, 130, 81, 58, 'Male', 54.73800015442443, 1.9842604294222397, 0.092715791, 49, 13.902457725023018, 97.33333333333333, 'High Risk'),
(176208, 69, 14, '06:46.2', 37.00831410812561, 99.00419393446462, 126, 89, 48, 'Female', 75.10667579475566, 1.8288443986233605, 0.09874053, 37, 22.455618821201046, 101.33333333333333, 'Low Risk'),
(176209, 88, 12, '05:46.2', 36.73398547498668, 98.96827789746503, 113, 74, 86, 'Female', 54.04758512123151, 1.793604203698587, 0.12418704783987149, 39, 16.800533307010706, 87, 'High Risk'),
(176210, 89, 14, '04:46.2', 36.58423093916873, 96.28290678065338, 120, 85, 67, 'Male', 83.15851979826394, 1.9549049529311042, 0.066501515, 35, 21.75982791698953, 96.66666666666667, 'Low Risk'),
(176211, 60, 15, '03:46.2', 36.53063114211653, 96.62646104196371, 135, 78, 82, 'Female', 56.10324367759523, 1.9261251855250316, 0.10996174661700436, 57, 15.122338364669208, 97, 'High Risk'),
(176212, 70, 15, '02:46.2', 37.092971713880885, 99.70714235617938, 128, 79, 57, 'Female', 84.10501367541029, 1.8138158187946956, 0.11135526880051902, 49, 25.56439477146892, 95.33333333333333, 'Low Risk'),
(176213, 65, 14, '01:46.2', 37.42595272328454, 99.69960191993238, 122, 88, 74, 'Male', 96.81706144219277, 1.9180218566628373, 0.063815649, 34, 26.317509797633356, 99.33333333333333, 'Low Risk'),
(176214, 64, 19, '00:46.2', 36.94799552959655, 98.41225072500308, 135, 74, 50, 'Male', 85.80542732174465, 1.5842932566125163, 0.067421148, 61, 34.18563183393258, 94.33333333333333, 'High Risk'),
(176215, 73, 19, '59:46.2', 36.58600089193623, 96.19544051544011, 124, 77, 41, 'Female', 78.74153389165785, 1.640333553296378, 0.11692155439010676, 47, 29.264393881921265, 92.66666666666667, 'Low Risk'),
(176216, 95, 18, '58:46.2', 37.46534568486338, 99.12987764455049, 126, 71, 71, 'Female', 57.05533346860176, 1.7932776654667613, 0.062594901, 55, 17.741942560951816, 89.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(176218, 81, 19, '56:46.2', 37.41776407412605, 99.69301849544642, 111, 75, 88, 'Male', 51.08969484, 1.9171987280779026, 0.11132911458785563, 36, 13.899495723322204, 87, 'High Risk'),
(176219, 91, 12, '55:46.2', 36.28842419852436, 97.60070858329021, 125, 71, 64, 'Female', 78.11021295061465, 1.8001139396959798, 0.050109897518819405, 54, 24.105038630522717, 89, 'High Risk'),
(176220, 82, 13, '54:46.2', 36.09139315796423, 98.59175752949318, 131, 70, 80, 'Male', 66.72152384492428, 1.698952880750001, 0.10350181820401899, 61, 23.11549980211341, 90.33333333333333, 'Low Risk'),
(176221, 81, 17, '53:46.2', 36.56653909876302, 98.73540743960328, 133, 76, 52, 'Male', 83.81983188724983, 1.8250720562866491, 0.085748649, 57, 25.164410097109638, 95, 'Low Risk'),
(176222, 61, 17, '52:46.2', 36.29115170213065, 98.69536928925992, 118, 74, 83, 'Male', 54.52455389075378, 1.888916062937616, 0.096720102, 44, 15.281528700239914, 88.66666666666667, 'High Risk'),
(176223, 71, 15, '51:46.2', 37.23634863129882, 95.09121085039978, 137, 82, 70, 'Male', 73.24158386411199, 1.6966020753608253, 0.11054120476175838, 55, 25.444723717827063, 100.33333333333333, 'Low Risk'),
(176224, 82, 17, '50:46.2', 36.34494908728346, 96.77029979476652, 124, 74, 35, 'Female', 51.92636093, 1.9041988367931024, 0.053172613981924945, 50, 14.320668663840753, 90.66666666666666, 'High Risk'),
(176225, 62, 13, '49:46.2', 37.26249006136659, 99.88342427, 132, 72, 41, 'Female', 92.82499687842258, 1.5932564046687905, 0.13817738365722385, 60, 36.567359160301294, 92, 'High Risk'),
(176226, 66, 18, '48:46.2', 36.85864905031964, 99.04108542340424, 126, 89, 24, 'Female', 71.35822997038613, 1.8533007803327193, 0.069879413, 37, 20.77553669276473, 101.33333333333333, 'Low Risk'),
(176227, 78, 15, '47:46.2', 36.283473989576954, 98.48281445551693, 128, 73, 61, 'Male', 93.04826854839867, 1.9412014768753831, 0.14468929632267072, 55, 24.692614145098215, 91.33333333333333, 'Low Risk'),
(176228, 83, 17, '46:46.2', 36.57161517014255, 95.77105949485819, 121, 74, 33, 'Male', 72.00238055572265, 1.709280791602341, 0.099238688, 47, 24.64450111421251, 89.66666666666667, 'Low Risk'),
(176229, 81, 19, '45:46.2', 36.31251992888941, 96.16625034, 115, 83, 68, 'Female', 90.10431850780758, 1.5254811420571737, 0.095688422, 32, 38.71969429315728, 93.66666666666667, 'High Risk'),
(176230, 84, 19, '44:46.2', 36.617694927826015, 98.22138583076992, 115, 70, 27, 'Female', 65.33408959, 1.8183177342848722, 0.13888257239609328, 45, 19.760607628304854, 85, 'Low Risk'),
(176231, 99, 16, '43:46.2', 36.13026958514028, 97.98156686641165, 138, 83, 51, 'Male', 74.21283205993122, 1.5560934166094793, 0.11731385153649743, 55, 30.648390640821173, 101.33333333333333, 'High Risk'),
(176232, 96, 16, '42:46.2', 36.197995342888106, 98.42393924906577, 129, 74, 22, 'Male', 56.87649169, 1.7144174192720756, 0.066209686, 55, 19.350832717497372, 92.33333333333333, 'High Risk'),
(176233, 68, 12, '41:46.2', 37.37823417208795, 99.84733211358434, 130, 80, 44, 'Female', 81.15091521761197, 1.7290740742658122, 0.1432073426442435, 50, 27.143523584301622, 96.66666666666666, 'Low Risk'),
(176234, 93, 12, '40:46.2', 36.45255267507963, 98.66387357, 131, 77, 61, 'Male', 90.55596256877331, 1.7735331022533563, 0.10158697308074909, 54, 28.78978712523082, 95, 'High Risk'),
(176235, 79, 18, '39:46.2', 36.69984899322663, 99.70760027210632, 125, 85, 47, 'Male', 75.32044324, 1.8777477057431837, 0.13478786746159765, 40, 21.36182668, 98.33333333333333, 'Low Risk'),
(176236, 62, 16, '38:46.2', 36.40790555897115, 97.09669351885294, 127, 86, 80, 'Male', 55.63190743328785, 1.5274885020472677, 0.05384422, 41, 23.843392665937287, 99.66666666666667, 'Low Risk'),
(176237, 69, 12, '37:46.2', 37.30197384375026, 95.66149383122496, 120, 84, 78, 'Female', 70.89371526891556, 1.8511804933503178, 0.079483055, 36, 20.687604556562462, 96, 'Low Risk'),
(176238, 84, 17, '36:46.2', 36.39333133362663, 95.69968163946393, 120, 82, 73, 'Female', 73.86079175153992, 1.8278542340508088, 0.11745387552065147, 38, 22.1070524, 94.66666666666667, 'Low Risk'),
(176239, 75, 18, '35:46.2', 36.20642068527819, 99.67188225479653, 114, 74, 60, 'Female', 65.70564907760215, 1.529447957607448, 0.11205535919908968, 40, 28.088807521803922, 87.33333333333333, 'Low Risk'),
(176240, 87, 18, '34:46.2', 36.05666749576425, 96.59328964008552, 112, 74, 71, 'Male', 55.75535779351046, 1.933352615357885, 0.1229775685269049, 38, 14.916415308008379, 86.66666666666667, 'High Risk'),
(176241, 82, 18, '33:46.2', 37.367184525759725, 97.99971303282821, 131, 88, 30, 'Female', 88.20711779730507, 1.5805889401313808, 0.1174138470395499, 43, 35.30740133107176, 102.33333333333333, 'High Risk'),
(176242, 61, 13, '32:46.2', 36.10242585288926, 97.97164506733903, 135, 72, 67, 'Male', 79.71506382381145, 1.7881452645904279, 0.09034601, 63, 24.930719034322273, 93, 'Low Risk'),
(176243, 66, 18, '31:46.2', 37.25192730998035, 99.20775783191829, 129, 89, 85, 'Female', 98.30708301598256, 1.9230453281517457, 0.092154198, 40, 26.58310872733074, 102.33333333333333, 'Low Risk'),
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(176421, 67, 14, '33:46.2', 36.82029611620162, 99.14559586441572, 121, 87, 88, 'Female', 67.46641367608895, 1.773821695133847, 0.082324092, 34, 21.44211891582161, 98.33333333333333, 'Low Risk'),
(176422, 71, 15, '32:46.2', 37.11152864995782, 95.37009275396495, 122, 81, 25, 'Male', 98.45386184619841, 1.9584361490700073, 0.094384243, 41, 25.669293895565115, 94.66666666666667, 'Low Risk'),
(176423, 99, 19, '31:46.2', 36.41602215153724, 95.95372258671178, 134, 87, 40, 'Male', 96.05524374546114, 1.8096683579188608, 0.11574349833227557, 47, 29.33074490371909, 102.66666666666667, 'High Risk'),
(176424, 92, 17, '30:46.2', 37.285164503619406, 98.82043637153764, 127, 85, 62, 'Male', 61.61242191336047, 1.848824976033785, 0.13277863915236265, 42, 18.02505846, 99, 'High Risk'),
(176425, 64, 13, '29:46.2', 36.63090498, 95.86007968186064, 119, 80, 42, 'Female', 67.25418754888676, 1.500159272529566, 0.08630549, 39, 29.884403332109866, 93, 'Low Risk'),
(176426, 72, 15, '28:46.2', 37.17562099123559, 98.31951861364632, 138, 78, 89, 'Female', 75.71270113274558, 1.6450058530979499, 0.11464290098151822, 60, 27.979106751319286, 98, 'Low Risk'),
(176427, 65, 15, '27:46.2', 36.40085991901131, 97.69957604261009, 112, 86, 88, 'Female', 71.30116710444798, 1.5223566471060619, 0.050636949, 26, 30.765489050069135, 94.66666666666667, 'High Risk'),
(176428, 85, 13, '26:46.2', 37.000283453442265, 99.28250732448929, 111, 71, 32, 'Male', 87.00862958, 1.5205424609208817, 0.093985622, 40, 37.63268661317824, 84.33333333333333, 'High Risk'),
(176429, 84, 17, '25:46.2', 36.206517762474476, 95.73749437952914, 122, 79, 29, 'Male', 75.31454403631687, 1.9795653977812264, 0.12884565412397758, 43, 19.219369813796362, 93.33333333333333, 'Low Risk'),
(176430, 88, 15, '24:46.2', 36.51296157342103, 98.32732502310543, 120, 80, 30, 'Female', 58.181997203645146, 1.8437855919374777, 0.14688180875058326, 40, 17.114640904768418, 93.33333333333333, 'High Risk'),
(176431, 97, 12, '23:46.2', 36.133897522200826, 95.49771922597643, 135, 73, 33, 'Female', 78.50648020049027, 1.9133279529249665, 0.081683411, 62, 21.44503076370162, 93.66666666666666, 'High Risk'),
(176432, 74, 17, '22:46.2', 36.584002084648915, 97.50524636492108, 111, 83, 48, 'Female', 93.97425037479735, 1.8472621874813024, 0.09561146, 28, 27.539229735160756, 92.33333333333333, 'Low Risk'),
(176433, 87, 14, '21:46.2', 36.144237722663185, 97.84071631245853, 118, 79, 30, 'Male', 96.50400862822723, 1.6780546585157001, 0.085068087, 39, 34.27150275660655, 92, 'High Risk'),
(176434, 82, 13, '20:46.2', 37.25449197254239, 98.06045893053793, 121, 87, 75, 'Male', 77.87187634826267, 1.5418686249371305, 0.13776580582632642, 34, 32.755625484644455, 98.33333333333333, 'High Risk'),
(176435, 69, 16, '19:46.2', 36.31755795379063, 97.38371966417826, 134, 80, 41, 'Male', 75.75442510191367, 1.9871043175449457, 0.13827075418527685, 54, 19.18521509849299, 98, 'Low Risk'),
(176436, 73, 13, '18:46.2', 36.164364206753355, 98.20987194198968, 130, 79, 66, 'Male', 62.964801650948885, 1.726215275, 0.13570988977353216, 51, 21.13041025205805, 96, 'Low Risk'),
(176437, 67, 16, '17:46.2', 37.345230733835635, 97.93425468, 129, 86, 23, 'Male', 79.41881892233229, 1.988642192640373, 0.069091314, 43, 20.082146230687403, 100.33333333333333, 'Low Risk'),
(176438, 99, 19, '16:46.2', 36.39648305364048, 99.20232302085361, 124, 83, 82, 'Female', 79.06667420136938, 1.8091732268430452, 0.11667427758040705, 41, 24.156453097411553, 96.66666666666667, 'High Risk'),
(176439, 79, 17, '15:46.2', 36.52780465749446, 95.35603755806868, 121, 76, 46, 'Female', 57.91978657, 1.7222246973012971, 0.13778110254895537, 45, 19.52753060478967, 91, 'Low Risk'),
(176440, 81, 16, '14:46.2', 37.478411473371565, 96.16942022398895, 116, 85, 35, 'Female', 89.09807633941469, 1.870256345547483, 0.063293159, 31, 25.472176403694387, 95.33333333333333, 'Low Risk'),
(176441, 63, 16, '13:46.2', 36.89937236031045, 99.12724476515669, 132, 81, 31, 'Male', 86.97439781032232, 1.971036173561081, 0.1030157733473277, 51, 22.38732690315531, 98, 'Low Risk'),
(176442, 97, 18, '12:46.2', 36.83465159089756, 96.70062134539609, 130, 75, 61, 'Male', 67.85735040999101, 1.5340544791196593, 0.1397955186066486, 55, 28.83469299864047, 93.33333333333333, 'High Risk'),
(176443, 65, 19, '11:46.2', 36.23308608508253, 99.78392318629777, 137, 74, 89, 'Male', 63.91347368672166, 1.5415770884787703, 0.096721749, 63, 26.894404217084354, 95, 'Low Risk'),
(176444, 68, 18, '10:46.2', 36.34320398547214, 95.02918821153783, 112, 81, 80, 'Male', 74.21541891259977, 1.676162208677229, 0.14969804302762918, 31, 26.41569574940449, 91.33333333333333, 'Low Risk'),
(176445, 96, 19, '09:46.2', 36.553506316028454, 97.66579802407666, 111, 74, 49, 'Female', 66.56782328638029, 1.7253366448031593, 0.092827699, 37, 22.362309973803903, 86.33333333333333, 'High Risk'),
(176446, 80, 16, '08:46.2', 36.13760872445826, 98.90157675204489, 135, 70, 44, 'Male', 50.95126410894038, 1.546156004648058, 0.087651128, 65, 21.313184308563052, 91.66666666666666, 'Low Risk'),
(176447, 72, 16, '07:46.2', 37.330004209141485, 95.81395880936932, 119, 75, 55, 'Male', 90.01915669, 1.6042280173118482, 0.11468142004916372, 44, 34.97862603, 89.66666666666667, 'High Risk'),
(176448, 69, 16, '06:46.2', 36.415549750534325, 95.24939016, 131, 88, 78, 'Male', 83.86281411994598, 1.7384960954412345, 0.14221952862744175, 43, 27.74738067037947, 102.33333333333333, 'Low Risk'),
(176449, 96, 18, '05:46.2', 37.23112162066445, 98.38808792, 133, 82, 57, 'Female', 98.15177623225168, 1.8511889670248705, 0.070204728, 51, 28.64155921880243, 99, 'High Risk'),
(176450, 87, 12, '04:46.2', 36.34598549245564, 97.86008323905631, 114, 71, 46, 'Female', 69.89035896751385, 1.608498596917464, 0.07559566, 43, 27.013191556222814, 85.33333333333333, 'Low Risk'),
(176451, 76, 12, '03:46.2', 36.08766625742124, 95.35417973289783, 127, 77, 28, 'Female', 58.27167024314549, 1.8798092796430137, 0.067173966, 50, 16.49035055867245, 93.66666666666666, 'High Risk'),
(176452, 77, 12, '02:46.2', 37.38636810219549, 99.59589873355236, 125, 75, 30, 'Female', 89.96959645350617, 1.951627493994187, 0.13596331332835992, 50, 23.621197841536983, 91.66666666666666, 'Low Risk'),
(176453, 60, 12, '01:46.2', 36.53965955868233, 98.60455550216545, 114, 74, 64, 'Female', 96.11699540220305, 1.9647903009338732, 0.10157602043962703, 40, 24.89818991048835, 87.33333333333333, 'Low Risk'),
(176454, 97, 15, '00:46.2', 37.29263167986831, 97.41484542881842, 133, 84, 68, 'Female', 82.55305861877406, 1.7820955631323878, 0.13027810394409467, 49, 25.993884852399162, 100.33333333333333, 'High Risk'),
(176455, 69, 15, '59:46.2', 36.736892067752244, 97.86199306889493, 122, 89, 69, 'Male', 82.11450908629772, 1.8300459870066508, 0.1486374993864405, 33, 24.518612752486305, 100, 'Low Risk'),
(176456, 65, 16, '58:46.2', 37.19078127, 96.46743658383937, 114, 85, 73, 'Female', 85.27926080341662, 1.629066763723681, 0.1239191373494067, 29, 32.13406447225159, 94.66666666666667, 'High Risk'),
(176457, 66, 14, '57:46.2', 36.21503210443412, 95.80969014375462, 111, 73, 24, 'Female', 51.915588494404695, 1.9877728399205754, 0.10580034998875523, 38, 13.139059422799445, 85.66666666666667, 'High Risk'),
(176458, 93, 17, '56:46.2', 37.03251982807472, 99.86180304155248, 134, 78, 52, 'Female', 98.75625659, 1.9935180039174825, 0.07545297, 56, 24.849879947402368, 96.66666666666666, 'High Risk'),
(176459, 76, 17, '55:46.2', 36.766526933109006, 95.19445161730097, 131, 74, 74, 'Male', 58.699165836461844, 1.526030745, 0.12779718269107443, 57, 25.206083041747352, 93, 'Low Risk'),
(176460, 86, 17, '54:46.2', 36.785458406412936, 95.47607833252218, 126, 85, 78, 'Female', 50.011520895182535, 1.8707860194853412, 0.10464193375048086, 41, 14.289657861378478, 98.66666666666667, 'High Risk'),
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(176462, 71, 17, '52:46.2', 36.90070095920152, 96.04025564612064, 120, 73, 62, 'Male', 93.48691586, 1.8944960712604026, 0.090648668, 47, 26.047342137435486, 88.66666666666667, 'Low Risk'),
(176463, 66, 16, '51:46.2', 37.433339588304314, 96.09491426784955, 113, 81, 27, 'Male', 66.89679368208351, 1.6533475764621168, 0.12549367526505784, 32, 24.472423331534767, 91.66666666666667, 'Low Risk'),
(176464, 76, 14, '50:46.2', 36.77386605259545, 97.10040739, 139, 83, 65, 'Male', 61.60955518669188, 1.9144753286459506, 0.10741335656069705, 56, 16.809257303687414, 101.66666666666666, 'High Risk'),
(176465, 80, 12, '49:46.2', 36.33188118463343, 97.84056082719877, 120, 87, 45, 'Female', 59.36891828583835, 1.7320658684494585, 0.08300415, 33, 19.789295275303385, 98, 'Low Risk'),
(176466, 81, 12, '48:46.2', 36.00200445962579, 99.92366079219381, 134, 81, 38, 'Female', 89.29925985177735, 1.5644720566423367, 0.12167030734614677, 53, 36.484822542350436, 98.66666666666666, 'High Risk'),
(176467, 84, 12, '47:46.2', 36.336976348940965, 97.82330547850297, 135, 81, 48, 'Female', 56.87349261469571, 1.7499091047147606, 0.14893143255549532, 54, 18.572865669217006, 99, 'Low Risk'),
(176468, 60, 18, '46:46.2', 36.76793385859378, 95.15046014064083, 119, 86, 74, 'Female', 84.18487101111037, 1.5766928307380592, 0.14629455114603124, 33, 33.864125506632455, 97, 'High Risk'),
(176469, 94, 17, '45:46.2', 36.38196398544045, 98.93695682365501, 128, 81, 87, 'Female', 82.01305061171811, 1.9457272359832212, 0.13514552888833276, 47, 21.663022473072886, 96.66666666666667, 'High Risk'),
(176470, 93, 18, '44:46.2', 36.77237680699249, 98.32702102026221, 128, 74, 46, 'Male', 64.42657595868019, 1.7585902730667144, 0.11003961967289483, 54, 20.832227869220983, 92, 'High Risk'),
(176471, 70, 15, '43:46.2', 36.459161141189746, 98.97172056104839, 136, 89, 28, 'Female', 76.12906423551819, 1.789893467420689, 0.078341257, 47, 23.762718625854493, 104.66666666666667, 'Low Risk'),
(176472, 69, 19, '42:46.2', 36.45963705867565, 96.99894095499744, 124, 89, 59, 'Male', 57.32203074, 1.984603696524149, 0.084927885, 35, 14.553718678860111, 100.66666666666667, 'High Risk'),
(176473, 63, 12, '41:46.2', 36.47445396552519, 97.87051915385803, 114, 77, 65, 'Male', 75.08168519791502, 1.8865090828787183, 0.08994733, 37, 21.09678178190984, 89.33333333333333, 'Low Risk'),
(176474, 77, 19, '40:46.2', 37.34419660468322, 98.47045616347046, 134, 72, 40, 'Male', 61.150659724506355, 1.7608912986288618, 0.10348413953563473, 62, 19.721323265272577, 92.66666666666666, 'Low Risk'),
(176475, 77, 18, '39:46.2', 37.08429166489205, 97.16829529, 115, 75, 30, 'Male', 54.45680376, 1.5462385054477126, 0.059731552, 40, 22.777139376963067, 88.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(176477, 61, 15, '37:46.2', 37.28138029805971, 98.60777799140855, 120, 83, 53, 'Male', 93.26544684388224, 1.512613047085323, 0.10637996283573137, 37, 40.762901654521876, 95.33333333333333, 'High Risk'),
(176478, 94, 19, '36:46.2', 37.127435893639245, 96.12652815010574, 119, 77, 34, 'Female', 92.25146952830724, 1.9348017774500228, 0.091475754, 42, 24.64338361709387, 91, 'High Risk'),
(176479, 72, 18, '35:46.2', 36.08961697043989, 96.22044175582833, 115, 73, 77, 'Female', 74.00579174959682, 1.5340325165094972, 0.1351180905065384, 42, 31.448256901692954, 87, 'High Risk'),
(176480, 71, 12, '34:46.2', 36.44832194536193, 96.88972575100632, 139, 89, 76, 'Female', 56.47695341284429, 1.635987887977767, 0.13291793461222634, 50, 21.101391397265626, 105.66666666666666, 'Low Risk'),
(176481, 79, 14, '33:46.2', 37.09383990904652, 95.87564999314324, 131, 77, 24, 'Female', 91.55237867385506, 1.563683574542451, 0.085156712, 54, 37.44310743322156, 95, 'High Risk'),
(176482, 92, 17, '32:46.2', 36.32523900517644, 95.15743807206182, 115, 87, 79, 'Female', 60.41023012067913, 1.7900237718656886, 0.12014884093924474, 28, 18.853539406384822, 96.33333333333333, 'High Risk'),
(176483, 78, 19, '31:46.2', 36.71759694856585, 97.24531899375145, 133, 77, 70, 'Male', 65.9903112, 1.5674556187681399, 0.100789358, 56, 26.858989565221815, 95.66666666666666, 'Low Risk'),
(176484, 79, 16, '30:46.2', 36.11025118765963, 96.88660805, 128, 81, 53, 'Male', 59.12844121539591, 1.553695782788294, 0.063642154, 47, 24.49426748266377, 96.66666666666667, 'Low Risk'),
(176485, 64, 17, '29:46.2', 36.42351444048306, 95.66088798709413, 129, 88, 35, 'Female', 51.05277400746162, 1.7674214922205003, 0.053070672, 41, 16.343274732668206, 101.66666666666667, 'High Risk'),
(176486, 89, 18, '28:46.2', 36.090572078166026, 96.01700545, 125, 70, 53, 'Female', 53.28354000389696, 1.595495352627161, 0.12908449926668142, 55, 20.931578625630898, 88.33333333333333, 'Low Risk'),
(176487, 73, 15, '27:46.2', 37.030955105017625, 99.94564362203697, 121, 84, 82, 'Female', 63.66345430762178, 1.9213259231726283, 0.086073139, 37, 17.24598938183977, 96.33333333333333, 'High Risk'),
(176488, 84, 19, '26:46.2', 36.52517158472756, 95.23337565002969, 122, 83, 42, 'Female', 81.07143020824546, 1.5719685328788926, 0.085992867, 39, 32.80802884783085, 96, 'High Risk'),
(176489, 81, 16, '25:46.2', 37.18469576624623, 98.90273170177086, 119, 81, 80, 'Female', 88.14779417029064, 1.5594274674514783, 0.12157300837910108, 38, 36.247753002109675, 93.66666666666667, 'High Risk'),
(176490, 63, 13, '24:46.2', 36.1189272, 96.46208627953459, 119, 72, 37, 'Female', 66.63323542509221, 1.9028727771982592, 0.12883558512348925, 47, 18.402269859610826, 87.66666666666667, 'High Risk'),
(176491, 64, 17, '23:46.2', 36.07185588051003, 95.95990007761368, 133, 77, 65, 'Male', 89.41579314, 1.7105798236841911, 0.13723026749247827, 56, 30.558184082637865, 95.66666666666666, 'High Risk'),
(176492, 84, 15, '22:46.2', 36.58334800489422, 95.36853016228343, 138, 82, 23, 'Female', 90.66952292047816, 1.9236371541990631, 0.086605047, 56, 24.502760620769273, 100.66666666666666, 'Low Risk'),
(176493, 78, 17, '21:46.2', 36.42522595561111, 98.61776682, 123, 74, 39, 'Female', 69.81728085876179, 1.8849235057228022, 0.093217994, 49, 19.65058436958068, 90.33333333333333, 'Low Risk'),
(176494, 71, 14, '20:46.2', 37.26346846469844, 99.34185666280837, 111, 86, 67, 'Female', 85.87589238, 1.9707066389742898, 0.09795711, 25, 22.111963241862245, 94.33333333333333, 'Low Risk'),
(176495, 97, 18, '19:46.2', 37.39656678690176, 95.30092108418333, 120, 87, 70, 'Male', 87.88413670204991, 1.7623235382049933, 0.119782756, 33, 28.296922623761915, 98, 'High Risk'),
(176496, 95, 17, '18:46.2', 36.13722392, 96.57253154146233, 126, 82, 25, 'Male', 58.74796768538527, 1.5272716787341398, 0.080297765, 44, 25.186060978354806, 96.66666666666667, 'High Risk'),
(176497, 81, 13, '17:46.2', 36.836386609324705, 97.92928229855042, 115, 82, 32, 'Female', 97.03225235036314, 1.5168269150629707, 0.056696314, 33, 42.17392873782506, 93, 'High Risk'),
(176498, 74, 14, '16:46.2', 36.76989958, 97.78294710588469, 137, 80, 69, 'Female', 73.42104065066475, 1.828957925141918, 0.054362734803854396, 57, 21.94891751176989, 99, 'Low Risk'),
(176499, 76, 15, '15:46.2', 37.09069030079868, 95.49104196769552, 123, 76, 78, 'Female', 80.03119048363654, 1.679653477284822, 0.1259939981865214, 47, 28.36742337422382, 91.66666666666667, 'Low Risk'),
(176500, 73, 14, '14:46.2', 36.85732989982408, 99.73822688216195, 123, 82, 61, 'Female', 70.18218043438625, 1.7074113027251019, 0.10169666003595387, 41, 24.07412730482902, 95.66666666666667, 'Low Risk'),
(176501, 61, 16, '13:46.2', 37.15881646034412, 98.54379017414102, 113, 76, 30, 'Male', 79.97774827366531, 1.9494075033674114, 0.075375259, 37, 21.045725711982435, 88.33333333333333, 'Low Risk'),
(176502, 69, 12, '12:46.2', 36.85370841380151, 98.59044964369329, 111, 84, 52, 'Female', 84.87214604664504, 1.9511900547833778, 0.11668907813219768, 27, 22.29287271, 93, 'Low Risk'),
(176503, 98, 16, '11:46.2', 37.11674510405848, 99.42433742062543, 127, 80, 87, 'Female', 78.85519086001126, 1.932178145, 0.057134183, 47, 21.122044642401512, 95.66666666666667, 'High Risk'),
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(176678, 74, 15, '16:46.2', 36.80464815915974, 99.69127762100314, 115, 79, 53, 'Female', 91.27982645345563, 1.6330434095864634, 0.089611104, 36, 34.22782848479619, 91, 'High Risk'),
(176679, 72, 19, '15:46.2', 36.434565358679016, 95.97709353, 120, 79, 80, 'Male', 57.005729920279904, 1.9635087754562717, 0.075461548, 41, 14.786072036491145, 92.66666666666667, 'High Risk'),
(176680, 94, 16, '14:46.2', 37.29476368190626, 95.44640781941695, 124, 89, 36, 'Female', 61.28176716942107, 1.916337311497332, 0.062611281, 35, 16.687349791243356, 100.66666666666667, 'High Risk'),
(176681, 85, 14, '13:46.2', 36.193665004858914, 98.08406493609813, 114, 70, 82, 'Female', 85.19747470697807, 1.985885804, 0.055772531, 44, 21.603204647693897, 84.66666666666667, 'Low Risk'),
(176682, 78, 16, '12:46.2', 36.47625137510917, 97.29490364460953, 131, 76, 85, 'Female', 88.18853056584938, 1.5591583235907167, 0.095422691, 55, 36.277025574613376, 94.33333333333333, 'High Risk'),
(176683, 66, 16, '11:46.2', 36.764742891733405, 96.58083830378662, 137, 75, 70, 'Female', 90.24228566, 1.631333360713411, 0.066981424, 62, 33.90975495532099, 95.66666666666666, 'High Risk'),
(176684, 74, 18, '10:46.2', 36.76069614202115, 95.69583941382018, 118, 88, 89, 'Male', 55.362015848102274, 1.734962628643466, 0.13116865514828635, 30, 18.39211384070006, 98, 'High Risk'),
(176685, 68, 17, '09:46.2', 37.30324662717899, 99.52215949, 110, 78, 23, 'Female', 53.66767189761701, 1.584043443692078, 0.051546199, 32, 21.388413880778057, 88.66666666666667, 'Low Risk'),
(176686, 70, 15, '08:46.2', 36.71606246911038, 96.56795488340119, 119, 82, 40, 'Female', 59.668355448983995, 1.5978843337509625, 0.11938103439148053, 37, 23.369713629346077, 94.33333333333333, 'Low Risk'),
(176687, 66, 19, '07:46.2', 37.44021765, 98.76720998971774, 137, 78, 46, 'Female', 74.76943837927067, 1.5835984630156805, 0.11582233000201686, 59, 29.814942448926754, 97.66666666666666, 'Low Risk'),
(176688, 72, 13, '06:46.2', 36.878344257261475, 95.52737529243842, 110, 78, 46, 'Male', 60.86588100340719, 1.7923397987796668, 0.12796582329915823, 32, 18.946684174251843, 88.66666666666667, 'Low Risk'),
(176689, 82, 13, '05:46.2', 36.96035437, 95.08099296092124, 116, 73, 50, 'Male', 91.53392771186667, 1.632401622448331, 0.14280320890778542, 43, 34.350104515035994, 87.33333333333333, 'High Risk'),
(176690, 75, 16, '04:46.2', 36.58084112701229, 95.87537449690363, 119, 76, 25, 'Female', 74.10310156255264, 1.738089496089104, 0.13540214835929043, 43, 24.529693159122036, 90.33333333333333, 'Low Risk'),
(176691, 62, 15, '03:46.2', 37.14433126901496, 99.66974207, 125, 75, 30, 'Female', 86.68456681381417, 1.6625782843970747, 0.064062912, 50, 31.36010988881047, 91.66666666666666, 'High Risk'),
(176692, 73, 16, '02:46.2', 36.52174200497095, 97.50400328828862, 131, 82, 25, 'Female', 97.02836186244684, 1.945645748413003, 0.060294787568250054, 49, 25.631331080811872, 98.33333333333333, 'Low Risk'),
(176693, 69, 16, '01:46.2', 37.38689289436473, 98.75952756617866, 115, 79, 20, 'Female', 52.93558545, 1.6285513732371382, 0.14517020346109766, 36, 19.959276491674864, 91, 'Low Risk'),
(176694, 97, 19, '00:46.2', 36.17790281321115, 96.36249437537666, 118, 85, 60, 'Female', 68.09500942644542, 1.547060981995782, 0.088556186, 33, 28.451188842612964, 96, 'High Risk'),
(176695, 86, 15, '59:46.2', 36.15843818371486, 98.30812016, 116, 77, 68, 'Female', 56.060949416394735, 1.895368652046286, 0.065126718, 39, 15.60533375838294, 90, 'High Risk'),
(176696, 70, 14, '58:46.2', 37.17186075393505, 98.10534678640435, 122, 86, 84, 'Male', 75.73773374411371, 1.7521765253753832, 0.099971245, 36, 24.669286605781846, 98, 'Low Risk'),
(176697, 99, 16, '57:46.2', 36.38848375068283, 98.72970175084244, 128, 77, 67, 'Female', 78.87968916, 1.5613822509667585, 0.14747727668138239, 51, 32.35539559468383, 94, 'High Risk'),
(176698, 70, 13, '56:46.2', 36.955267435778914, 96.00977031280085, 125, 73, 87, 'Male', 55.76398949209213, 1.650185002920943, 0.11221102477746518, 52, 20.478048391285842, 90.33333333333333, 'Low Risk'),
(176699, 74, 16, '55:46.2', 36.22596662856828, 98.45655846572497, 138, 82, 67, 'Male', 60.024456203864176, 1.9430392359712791, 0.13730919653279172, 56, 15.898827354045048, 100.66666666666666, 'High Risk'),
(176700, 86, 15, '54:46.2', 36.071350262857045, 95.43118094, 110, 87, 23, 'Female', 94.40528749427394, 1.8290003222287476, 0.13128683697936705, 23, 28.220763236519378, 94.66666666666667, 'Low Risk'),
(176701, 97, 15, '53:46.2', 36.70597200088746, 99.57768076284637, 123, 75, 63, 'Female', 90.63294826718116, 1.9621969904175693, 0.078609032, 48, 23.539698562375392, 91, 'High Risk'),
(176702, 73, 19, '52:46.2', 36.890816383397194, 99.72840292465698, 127, 85, 42, 'Male', 72.66870574854582, 1.641283447255546, 0.081428547, 42, 26.97616729334088, 99, 'Low Risk'),
(176703, 63, 12, '51:46.2', 36.478302630543595, 97.69662313519044, 128, 84, 18, 'Female', 75.70180822595212, 1.9825591355715129, 0.12556555274601253, 44, 19.259896666242813, 98.66666666666667, 'Low Risk'),
(176704, 79, 18, '50:46.2', 36.132052212751965, 98.46276210458282, 113, 79, 61, 'Male', 54.38334078690506, 1.8896189908334606, 0.077216608, 34, 15.230613344634166, 90.33333333333333, 'High Risk'),
(176705, 61, 19, '49:46.2', 37.26779964308954, 97.18508061534374, 116, 77, 36, 'Female', 76.55720161999767, 1.5741192140511444, 0.076913474, 39, 30.896608532807257, 90, 'High Risk'),
(176706, 76, 15, '48:46.2', 37.42259847983911, 97.30520627532974, 132, 78, 51, 'Female', 99.14889391019076, 1.546690642882809, 0.064790233, 54, 41.44584107, 96, 'High Risk'),
(176707, 77, 17, '47:46.2', 37.41562722886173, 95.47985285513393, 133, 71, 48, 'Female', 52.156011302611304, 1.969923715858537, 0.132642167, 62, 13.440194491682055, 91.66666666666666, 'High Risk'),
(176708, 61, 12, '46:46.2', 37.14156241405259, 95.95354593593567, 139, 83, 18, 'Female', 55.88780915482977, 1.8478026315637148, 0.11392444435299395, 56, 16.36838843758502, 101.66666666666666, 'High Risk'),
(176709, 95, 14, '45:46.2', 37.32464348637838, 95.358088, 131, 83, 73, 'Male', 80.03383252283007, 1.5263894493919725, 0.124441914, 48, 34.35127832252444, 99, 'High Risk'),
(176710, 86, 16, '44:46.2', 36.282672306832104, 99.07240839, 131, 82, 73, 'Male', 69.20337867230813, 1.6319360155881626, 0.11453770018165929, 49, 25.984899657515722, 98.33333333333333, 'Low Risk'),
(176711, 70, 19, '43:46.2', 36.39239404619569, 99.07123132536013, 115, 74, 46, 'Female', 87.33465648450232, 1.7519201325073483, 0.11684391110160738, 41, 28.454961969793914, 87.66666666666667, 'Low Risk'),
(176712, 89, 12, '42:46.2', 37.44315435345347, 99.89925638, 132, 71, 38, 'Male', 50.710962525409364, 1.6445597816102797, 0.09181042, 61, 18.75005402, 91.33333333333333, 'Low Risk'),
(176713, 83, 16, '41:46.2', 36.083664590213814, 99.51193214790044, 138, 79, 74, 'Male', 98.26942142, 1.5255471600523403, 0.086984307, 59, 42.22475355843636, 98.66666666666666, 'High Risk'),
(176714, 94, 17, '40:46.2', 37.05328692847942, 96.87524361405625, 127, 88, 65, 'Male', 56.52046675701132, 1.5948633896806785, 0.13413479038486603, 39, 22.220752490866623, 101, 'High Risk'),
(176715, 85, 15, '39:46.2', 37.08625001118211, 96.58902478093331, 131, 86, 28, 'Female', 77.26068120841367, 1.909155752, 0.1164321472749449, 45, 21.197068939062444, 101, 'Low Risk'),
(176716, 74, 15, '38:46.2', 36.498523052375184, 98.47985394803302, 125, 72, 73, 'Male', 76.41609915873997, 1.9163919642790992, 0.11248402707978503, 53, 20.807321712520288, 89.66666666666666, 'Low Risk'),
(176717, 87, 12, '37:46.2', 36.356867616917825, 95.94046603408206, 125, 74, 24, 'Male', 94.07163148420788, 1.8953928325159315, 0.10246983022559808, 51, 26.18546003099042, 91, 'Low Risk'),
(176718, 84, 18, '36:46.2', 37.47296065261301, 95.78192305, 133, 86, 22, 'Male', 90.59464238325839, 1.983837204559505, 0.053114809, 47, 23.01921204990951, 101.66666666666667, 'Low Risk'),
(176719, 63, 12, '35:46.2', 36.48185644135358, 95.42924157, 110, 79, 76, 'Male', 53.48204234583703, 1.817751586539003, 0.091250623, 31, 16.185976994742248, 89.33333333333333, 'High Risk'),
(176720, 91, 18, '34:46.2', 36.91373703036227, 98.09972474095234, 131, 84, 26, 'Female', 68.51186939624623, 1.8654159922514577, 0.11802325711572985, 47, 19.688581440285592, 99.66666666666667, 'High Risk'),
(176721, 72, 15, '33:46.2', 36.181086633472525, 95.31579369781885, 138, 85, 72, 'Female', 97.17307634122054, 1.914591361890143, 0.081005004, 53, 26.509025425251078, 102.66666666666666, 'Low Risk'),
(176722, 77, 17, '32:46.2', 36.24378103041699, 95.27631397189522, 114, 84, 85, 'Female', 97.11800094636253, 1.9528943360714957, 0.13114322357813735, 30, 25.46491569450192, 94, 'Low Risk'),
(176723, 94, 14, '31:46.2', 36.859271060395905, 97.37782062620691, 110, 81, 67, 'Male', 91.44368200511606, 1.7005705260227566, 0.06179314, 29, 31.620185204787184, 90.66666666666667, 'High Risk'),
(176724, 66, 17, '30:46.2', 37.30956700024016, 98.20806676787817, 114, 77, 44, 'Male', 90.79032965358195, 1.9729925252540168, 0.10961178476347644, 37, 23.32323097217522, 89.33333333333333, 'Low Risk'),
(176725, 78, 14, '29:46.2', 37.45451608536672, 99.87183038479377, 135, 81, 57, 'Female', 89.33761067175638, 1.827984701393791, 0.061540841, 54, 26.73555596109788, 99, 'Low Risk'),
(176726, 72, 15, '28:46.2', 37.03300448206428, 96.43451480686875, 118, 72, 50, 'Female', 98.86084026449035, 1.9626337873664519, 0.1304440534316717, 46, 25.665265142775507, 87.33333333333333, 'Low Risk'),
(176727, 79, 17, '27:46.2', 37.05939278894787, 99.69930750532599, 138, 80, 28, 'Male', 68.04879213541587, 1.8403821747611029, 0.14990247632505233, 58, 20.091130958079372, 99.33333333333333, 'Low Risk'),
(176728, 73, 13, '26:46.2', 37.21142192784347, 99.62998311780326, 130, 84, 79, 'Male', 56.32437426946354, 1.9379499522295363, 0.065932721, 46, 14.997237231721417, 99.33333333333333, 'High Risk'),
(176729, 67, 12, '25:46.2', 36.895639748051515, 95.29221548151976, 128, 78, 42, 'Male', 56.343970420695484, 1.9242222952462762, 0.10032456352704519, 50, 15.21727757962372, 94.66666666666666, 'High Risk'),
(176730, 66, 16, '24:46.2', 37.01283564770475, 99.46188241649968, 119, 83, 34, 'Female', 66.51975952669842, 1.8395310368630482, 0.080033941, 36, 19.657868751636723, 95, 'Low Risk'),
(176731, 64, 15, '23:46.2', 36.25755501191154, 97.14862877193525, 134, 71, 47, 'Female', 94.97277711, 1.7515186681892252, 0.10937636463257255, 63, 30.95776480223253, 92, 'High Risk'),
(176732, 63, 19, '22:46.2', 36.117930819838485, 98.65258255813868, 125, 73, 77, 'Female', 64.34734337676878, 1.5476331985353406, 0.14711551891923363, 52, 26.865476443284916, 90.33333333333333, 'Low Risk'),
(176733, 75, 16, '21:46.2', 36.12021030824062, 96.48418134098883, 133, 80, 29, 'Male', 99.94534961058748, 1.6130229915726444, 0.1432853882009973, 53, 38.41328743847319, 97.66666666666666, 'High Risk'),
(176734, 79, 16, '20:46.2', 36.59345399307113, 96.69587292, 136, 77, 80, 'Female', 67.06528761, 1.7790954111550288, 0.084343494, 59, 21.18845607562575, 96.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(176735, 81, 15, '19:46.2', 36.455600819303314, 98.04380372730608, 125, 87, 68, 'Female', 67.78465238830478, 1.679499070542571, 0.10134190624042358, 38, 24.030999676131152, 99.66666666666667, 'Low Risk'),
(176736, 92, 12, '18:46.2', 36.31299587483606, 99.15122745, 123, 70, 21, 'Female', 53.28643433, 1.5640772650128636, 0.12188841164836028, 53, 21.782125388250964, 87.66666666666666, 'High Risk'),
(176737, 64, 17, '17:46.2', 36.83757239, 97.09180875573666, 123, 84, 53, 'Male', 99.90570624631626, 1.604616600331823, 0.12694411725446303, 39, 38.80143009660181, 97, 'High Risk'),
(176738, 96, 13, '16:46.2', 37.35561492769097, 98.85113471908778, 130, 86, 32, 'Female', 58.71040315490853, 1.7410324739684098, 0.11683815140083599, 44, 19.368737762829568, 100.66666666666667, 'High Risk'),
(176739, 69, 15, '15:46.2', 36.91320437700003, 96.91318883433976, 114, 83, 32, 'Male', 54.31389544590767, 1.5259638253282402, 0.051722492, 31, 23.32504419643593, 93.33333333333333, 'Low Risk'),
(176740, 67, 19, '14:46.2', 36.626984108460825, 98.08221973448286, 111, 83, 25, 'Male', 50.337911178231145, 1.782478839859241, 0.12203439249374508, 28, 15.843328393950777, 92.33333333333333, 'High Risk'),
(176741, 73, 14, '13:46.2', 37.311055242371985, 97.6604702, 118, 76, 43, 'Male', 87.98007923412919, 1.7372761200138986, 0.12332987540119947, 42, 29.15054298175411, 90, 'Low Risk'),
(176742, 82, 16, '12:46.2', 37.33682404814068, 98.41902591591827, 114, 76, 49, 'Female', 63.88621699, 1.5227746347571152, 0.060881948874033004, 38, 27.550907212418373, 88.66666666666667, 'Low Risk'),
(176743, 95, 18, '11:46.2', 36.29490448320697, 99.58264478268151, 129, 76, 74, 'Female', 66.42794860140306, 1.5359570672145992, 0.096418369, 53, 28.157408912047078, 93.66666666666666, 'High Risk'),
(176744, 65, 19, '10:46.2', 36.57047884569404, 95.52965318227794, 127, 74, 72, 'Male', 93.91969601, 1.929389160394383, 0.14578326582145182, 53, 25.22998600967871, 91.66666666666666, 'Low Risk'),
(176745, 89, 17, '09:46.2', 37.19736958485834, 99.54633405, 112, 86, 70, 'Male', 62.02948594609803, 1.8100382508852608, 0.13381661559949687, 26, 18.933141320566968, 94.66666666666667, 'Low Risk'),
(176746, 87, 18, '08:46.2', 36.51288570799149, 97.03062157, 112, 89, 27, 'Male', 75.07611268, 1.543469374462567, 0.10047198455657202, 23, 31.514160624087758, 96.66666666666667, 'High Risk'),
(176747, 97, 19, '07:46.2', 36.75582773671342, 98.04760933910082, 112, 89, 29, 'Male', 50.23168314103658, 1.9401267547853684, 0.074920917, 23, 13.344967519733865, 96.66666666666667, 'High Risk'),
(176748, 98, 16, '06:46.2', 36.31348319880769, 99.81831854312716, 119, 84, 20, 'Male', 63.85480506, 1.6691081092700746, 0.082073039, 35, 22.920529650557658, 95.66666666666667, 'High Risk'),
(176749, 70, 17, '05:46.2', 37.16482377090211, 97.33496447786746, 135, 89, 33, 'Female', 86.39017810037194, 1.5862585684427186, 0.11890627938235597, 46, 34.333367904745614, 104.33333333333333, 'High Risk'),
(176750, 80, 16, '04:46.2', 36.928291758807184, 96.34970181978196, 119, 77, 33, 'Female', 93.79713571, 1.8232955932473134, 0.087960859, 42, 28.214698373811494, 91, 'Low Risk'),
(176751, 70, 17, '03:46.2', 36.613473951756454, 96.22909755344384, 139, 88, 86, 'Male', 75.51953459713279, 1.5433725412947548, 0.10678173137267152, 51, 31.704270614397544, 105, 'High Risk'),
(176752, 66, 14, '02:46.2', 36.278134277307686, 97.58578788, 111, 76, 72, 'Male', 73.00295992912314, 1.5601975779317114, 0.11011921253388056, 35, 29.99033178167658, 87.66666666666667, 'Low Risk'),
(176753, 94, 17, '01:46.2', 36.983188586455846, 99.08971450280303, 117, 75, 78, 'Female', 60.75233086449861, 1.5233277058972092, 0.14854729445695863, 42, 26.18039911712034, 89, 'High Risk'),
(176754, 60, 14, '00:46.2', 37.03526736, 96.84157759, 131, 86, 63, 'Female', 86.81954034674376, 1.6745248101112642, 0.13627336684059121, 45, 30.962378056713305, 101, 'High Risk'),
(176755, 70, 17, '59:46.2', 37.30359753298412, 99.93803236929794, 129, 84, 49, 'Male', 55.36346358094175, 1.932276991955257, 0.14169222977254559, 45, 14.828065192431026, 99, 'High Risk'),
(176756, 85, 13, '58:46.2', 36.27538702159872, 99.55001356865722, 111, 82, 82, 'Male', 57.94523415207181, 1.7845941444141242, 0.11606480211119709, 29, 18.19444426122062, 91.66666666666667, 'High Risk'),
(176757, 97, 13, '57:46.2', 36.838961630900364, 99.17254805282529, 134, 88, 49, 'Female', 91.63427428, 1.7670339827058992, 0.11931294181706482, 46, 29.34729930084677, 103.33333333333333, 'High Risk'),
(176758, 92, 18, '56:46.2', 36.79499671063266, 99.98051553, 131, 79, 40, 'Female', 51.806667013966695, 1.6941813920302693, 0.066937288, 52, 18.04952752581161, 96.33333333333333, 'High Risk'),
(176759, 91, 18, '55:46.2', 36.730344906783984, 97.70143124200477, 120, 76, 74, 'Male', 80.15987183920022, 1.5826567067685717, 0.095726664, 44, 32.00247516220143, 90.66666666666667, 'High Risk'),
(176760, 67, 14, '54:46.2', 37.16358836643307, 95.90921031031698, 126, 86, 69, 'Female', 74.61490368039152, 1.513377355, 0.087794214, 40, 32.57850270247766, 99.33333333333333, 'High Risk'),
(176761, 76, 12, '53:46.2', 36.30230048624323, 95.06128748837943, 116, 83, 47, 'Female', 86.83852447011307, 1.875061392162513, 0.084788512, 33, 24.69911840168718, 94, 'Low Risk'),
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(176936, 79, 18, '58:46.2', 36.50752024854133, 98.78141591709398, 131, 72, 55, 'Male', 74.84211353618508, 1.9361916121901852, 0.1256851506712739, 59, 19.964083364606335, 91.66666666666666, 'Low Risk'),
(176937, 83, 18, '57:46.2', 37.17402612060435, 95.46993136427757, 135, 84, 22, 'Female', 62.60034152054321, 1.6212022266302886, 0.065889647, 51, 23.817837035691344, 101, 'Low Risk'),
(176938, 80, 17, '56:46.2', 37.297853836206315, 97.83205517749488, 113, 76, 37, 'Male', 56.178069759446956, 1.5717749978690487, 0.11471386335756312, 37, 22.73976963, 88.33333333333333, 'Low Risk'),
(176939, 91, 15, '55:46.2', 36.608296762172294, 99.95767676878214, 112, 88, 48, 'Female', 79.61377067739863, 1.5403441078254878, 0.11723192159043254, 24, 33.55464822892226, 96, 'High Risk'),
(176940, 78, 16, '54:46.2', 37.00754952, 95.58758436, 137, 86, 26, 'Female', 81.59298004833232, 1.8298950080475722, 0.11553163218437473, 51, 24.366909512182545, 103, 'Low Risk'),
(176941, 97, 16, '53:46.2', 36.00833437156641, 98.49318164, 115, 84, 66, 'Male', 88.02070670683524, 1.8391455718112295, 0.066388551, 31, 26.02271704490309, 94.33333333333333, 'High Risk'),
(176942, 82, 13, '52:46.2', 37.25465527934064, 98.85038296782902, 128, 72, 63, 'Female', 75.12498692028414, 1.5026795885778728, 0.14270010391550728, 56, 33.269910674643455, 90.66666666666666, 'High Risk'),
(176943, 86, 13, '51:46.2', 37.171691107414304, 98.42381433783689, 117, 74, 18, 'Male', 61.15112566, 1.9885174368915521, 0.1187115464055225, 43, 15.46484775, 88.33333333333333, 'High Risk'),
(176944, 67, 14, '50:46.2', 36.02309623497824, 97.68312288025943, 138, 82, 43, 'Female', 54.52260943159199, 1.575546101760889, 0.14611775593055715, 56, 21.964150042465278, 100.66666666666666, 'Low Risk'),
(176945, 81, 15, '49:46.2', 37.461944960566356, 99.07777815989928, 134, 85, 26, 'Male', 88.84356975313464, 1.5037906321429158, 0.12526970575961865, 49, 39.28721559672677, 101.33333333333333, 'High Risk'),
(176946, 66, 14, '48:46.2', 36.09445644531175, 98.89849061412906, 129, 81, 45, 'Female', 92.12281310479919, 1.778477030162136, 0.1363134990797873, 48, 29.125317636740704, 97, 'Low Risk'),
(176947, 99, 15, '47:46.2', 37.41371541631273, 97.72485748029673, 132, 79, 74, 'Male', 57.98545583946215, 1.5439107552724332, 0.050997592, 53, 24.326223377690877, 96.66666666666666, 'High Risk'),
(176948, 63, 19, '46:46.2', 36.19192552802883, 97.01634428732147, 133, 84, 62, 'Male', 83.14649017719347, 1.7769412601527699, 0.12248230189722253, 49, 26.332844702097788, 100.33333333333333, 'Low Risk'),
(176949, 79, 16, '45:46.2', 36.23154908904594, 96.94661353891136, 139, 72, 26, 'Male', 52.05279914300098, 1.6609726993991323, 0.14800903310835523, 67, 18.86770599454541, 94.33333333333333, 'Low Risk'),
(176950, 86, 18, '44:46.2', 37.3288153, 98.51861778, 139, 85, 34, 'Male', 70.36838842235949, 1.9944917566490168, 0.12468181693568446, 54, 17.689400450608574, 103, 'High Risk'),
(176951, 97, 17, '43:46.2', 36.36654005140402, 99.04723255685776, 111, 81, 34, 'Male', 75.37535312, 1.6591232273724192, 0.1491292195768782, 30, 27.38243547458914, 91, 'High Risk'),
(176952, 94, 13, '42:46.2', 37.02069400971945, 98.47147286460086, 129, 87, 72, 'Male', 93.15949914047985, 1.5387914801086504, 0.089659174, 42, 39.34301140992805, 101, 'High Risk'),
(176953, 92, 18, '41:46.2', 36.37988553173464, 95.85105786001733, 130, 81, 58, 'Female', 66.18319862869615, 1.6511041696428992, 0.056788973554830195, 49, 24.277211644363085, 97.33333333333333, 'High Risk'),
(176954, 96, 13, '40:46.2', 36.90812116042302, 95.74717728447258, 120, 79, 37, 'Male', 50.27504440576365, 1.773357258500315, 0.13708962503789987, 41, 15.986742842748628, 92.66666666666667, 'High Risk'),
(176955, 81, 19, '39:46.2', 36.38885093487143, 97.05440108, 125, 80, 67, 'Female', 73.30664383889551, 1.66126859, 0.099049698, 45, 26.56217471690534, 95, 'Low Risk'),
(176956, 94, 16, '38:46.2', 36.34244028, 97.39603673, 124, 80, 76, 'Male', 88.74556544946441, 1.572005296767357, 0.069015951, 44, 35.91192214173616, 94.66666666666667, 'High Risk'),
(176957, 84, 17, '37:46.2', 37.01337584926567, 99.48975683, 116, 85, 23, 'Female', 55.68896411140438, 1.574808438, 0.120330086, 31, 22.455031751399254, 95.33333333333333, 'Low Risk'),
(176958, 70, 16, '36:46.2', 36.82749107, 97.83884866678551, 130, 72, 70, 'Male', 50.081677423326546, 1.6476780127525315, 0.050002016, 58, 18.447357910189343, 91.33333333333333, 'High Risk'),
(176959, 74, 16, '35:46.2', 36.481025210097954, 96.80184352989355, 117, 82, 46, 'Female', 86.32692811212092, 1.8543832980251174, 0.1354132095094064, 35, 25.104251261114236, 93.66666666666667, 'Low Risk'),
(176960, 94, 18, '34:46.2', 37.327972077401405, 96.67734543365007, 139, 81, 84, 'Female', 84.50131703646375, 1.9599853311515534, 0.064975737, 58, 21.99671540096574, 100.33333333333333, 'High Risk'),
(176961, 78, 12, '33:46.2', 36.61563012, 96.59390994, 132, 87, 73, 'Male', 96.96082385, 1.6222376142944588, 0.12159094247184642, 45, 36.844049990406056, 102, 'High Risk'),
(176962, 74, 14, '32:46.2', 36.30690301272508, 96.32456856183117, 119, 78, 33, 'Female', 50.35810961673033, 1.9884955645062932, 0.093313865, 41, 12.735622151314145, 91.66666666666667, 'High Risk'),
(176963, 82, 16, '31:46.2', 37.12057193, 97.59679280906701, 135, 85, 24, 'Female', 86.39829706, 1.9911044548171482, 0.14649406606710946, 50, 21.79300378996383, 101.66666666666666, 'Low Risk'),
(176964, 65, 12, '30:46.2', 36.491883015519946, 95.06202182489578, 114, 70, 85, 'Female', 82.87167642570222, 1.5438803540731696, 0.095592755, 44, 34.76793064825839, 84.66666666666667, 'High Risk'),
(176965, 78, 13, '29:46.2', 36.738993869992875, 96.89367663052099, 134, 77, 28, 'Female', 68.36992688, 1.8639985614587582, 0.090669267, 57, 19.677683441415958, 96, 'Low Risk'),
(176966, 75, 13, '28:46.2', 37.306167403469146, 97.25739669444413, 110, 74, 43, 'Female', 61.31975896758634, 1.7010774210008894, 0.1478684623576878, 36, 21.19104037, 86, 'Low Risk'),
(176967, 96, 19, '27:46.2', 37.46808579777294, 99.60096117450314, 122, 89, 23, 'Female', 95.73609995515815, 1.7073524573549719, 0.10751799767241287, 33, 32.84198236276057, 100, 'High Risk'),
(176968, 68, 17, '26:46.2', 36.62155945243743, 96.12741864341368, 119, 86, 23, 'Male', 75.81626635555051, 1.7141947832219864, 0.1180527760313106, 33, 25.801327728152817, 97, 'Low Risk'),
(176969, 67, 12, '25:46.2', 36.159793558322235, 96.39566167140616, 128, 75, 72, 'Female', 55.43383140352895, 1.8749435853894394, 0.11558048004791607, 53, 15.76879425914164, 92.66666666666666, 'High Risk'),
(176970, 61, 16, '24:46.2', 37.37925376690126, 98.45327161536481, 115, 86, 53, 'Male', 56.19348731, 1.7305620787755307, 0.11506508788474641, 29, 18.763403538905653, 95.66666666666667, 'Low Risk'),
(176971, 85, 17, '23:46.2', 36.68038787197636, 97.30950388, 135, 80, 67, 'Female', 63.82786125216013, 1.6552475252819219, 0.1208510594581631, 55, 23.296163078518237, 98.33333333333333, 'Low Risk'),
(176972, 97, 13, '22:46.2', 36.37102970185627, 95.71757574506029, 138, 76, 42, 'Female', 55.07408624738257, 1.7670370906151511, 0.052690479, 62, 17.63826930496409, 96.66666666666666, 'High Risk'),
(176973, 78, 18, '21:46.2', 36.08066534097561, 97.57452234533193, 138, 77, 25, 'Female', 63.323984633170554, 1.8014819106862539, 0.058855222, 61, 19.51229816161556, 97.33333333333333, 'Low Risk'),
(176974, 90, 18, '20:46.2', 36.538451938348004, 95.98182627032266, 122, 80, 48, 'Female', 94.17962794876932, 1.7481942386752642, 0.086834817, 42, 30.816094777763798, 94, 'High Risk'),
(176975, 89, 13, '19:46.2', 36.224390409731356, 99.39699997, 138, 75, 49, 'Female', 97.97420181667586, 1.7379472419752942, 0.12282207817590987, 63, 32.43684135501375, 96, 'High Risk'),
(176976, 72, 18, '18:46.2', 37.05735194171353, 96.28011158610015, 117, 86, 75, 'Male', 98.14597723383233, 1.8703726663551052, 0.082386257, 31, 28.055383489611284, 96.33333333333333, 'Low Risk'),
(176977, 99, 12, '17:46.2', 37.290552993046695, 97.08432528565555, 132, 89, 71, 'Female', 98.71633566, 1.7819932202739348, 0.066976058, 43, 31.086865287901386, 103.33333333333333, 'High Risk'),
(176978, 82, 18, '16:46.2', 36.106379281663585, 99.43400521940539, 133, 72, 48, 'Male', 81.08536092180366, 1.960758372736112, 0.070033744, 61, 21.090860432211766, 92.33333333333333, 'Low Risk'),
(176979, 86, 19, '15:46.2', 37.41496383900388, 99.20108437499366, 129, 76, 35, 'Male', 80.22993362285953, 1.8575873972088115, 0.081737932, 53, 23.250801102220024, 93.66666666666666, 'Low Risk'),
(176980, 67, 15, '14:46.2', 37.06264065438805, 95.30423612, 115, 75, 64, 'Male', 69.98320253522502, 1.6609648576437168, 0.065273381, 40, 25.367222891577644, 88.33333333333333, 'Low Risk'),
(176981, 86, 12, '13:46.2', 36.56679073691679, 95.72409485616316, 130, 86, 36, 'Female', 57.747394934340775, 1.7112391909538407, 0.099770809, 44, 19.720183940565917, 100.66666666666667, 'Low Risk'),
(176982, 97, 18, '12:46.2', 37.41726279613708, 95.93665651196214, 133, 87, 77, 'Female', 68.37564101494083, 1.8216480902644054, 0.12365986141188094, 46, 20.604991758677095, 102.33333333333333, 'High Risk'),
(176983, 79, 14, '11:46.2', 36.35068394836864, 96.74357970103875, 120, 83, 89, 'Female', 59.240539610217546, 1.6510453579773996, 0.11465307042305015, 37, 21.732065073627105, 95.33333333333333, 'Low Risk'),
(176984, 76, 12, '10:46.2', 37.45179208346451, 99.72319015, 113, 87, 79, 'Female', 83.75000956981206, 1.9424784035079399, 0.090337296, 26, 22.19588506680521, 95.66666666666667, 'Low Risk'),
(176985, 94, 12, '09:46.2', 37.32215962845903, 96.09198211755128, 117, 85, 74, 'Male', 73.15533758149442, 1.6846005693032688, 0.082188134, 32, 25.77817291304495, 95.66666666666667, 'High Risk'),
(176986, 66, 14, '08:46.2', 37.09284689337617, 97.39902777838175, 125, 75, 83, 'Male', 75.47681811516196, 1.5803276972257203, 0.062789131, 50, 30.221727114729415, 91.66666666666666, 'High Risk'),
(176987, 97, 15, '07:46.2', 37.03635921682056, 96.27355946463882, 124, 88, 40, 'Female', 76.87510104634501, 1.9472861708715654, 0.12091261136132574, 36, 20.27337904886059, 100, 'High Risk'),
(176988, 87, 14, '06:46.2', 36.15795880581751, 98.32754460411284, 124, 80, 73, 'Male', 59.127039093633805, 1.6497327124577157, 0.1379660713418583, 44, 21.72495868, 94.66666666666667, 'Low Risk'),
(176989, 79, 16, '05:46.2', 36.55361881140148, 99.94206157628005, 130, 86, 88, 'Male', 77.52329182931669, 1.5005319733102254, 0.084595597, 44, 34.43037065374503, 100.66666666666667, 'High Risk'),
(176990, 85, 16, '04:46.2', 37.31744708193733, 97.95268003556964, 135, 89, 48, 'Female', 66.86577236955674, 1.9831159458493852, 0.058375764, 46, 17.002299114511278, 104.33333333333333, 'High Risk'),
(176991, 74, 16, '03:46.2', 36.09128215709731, 97.38294866158532, 135, 76, 68, 'Female', 99.89542243792627, 1.5696643833481339, 0.13490524079039917, 59, 40.544502876147654, 95.66666666666666, 'High Risk'),
(176992, 74, 18, '02:46.2', 36.392149956053544, 95.62280579446553, 112, 81, 77, 'Male', 66.03492173435336, 1.6823459086645816, 0.08079833, 31, 23.331522240104725, 91.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(176994, 91, 14, '00:46.2', 36.84450696820634, 97.41854698462711, 132, 85, 29, 'Male', 67.97514325924402, 1.5318157548505364, 0.12269127772920131, 47, 28.96923772262518, 100.66666666666667, 'High Risk'),
(176995, 70, 16, '59:46.2', 36.94872374895723, 99.67301265406893, 135, 71, 65, 'Female', 54.71467181934514, 1.9921835338010063, 0.069193469, 64, 13.786216878459854, 92.33333333333333, 'High Risk'),
(176996, 83, 15, '58:46.2', 37.2725145, 98.69575489091235, 122, 84, 78, 'Female', 56.77688880221837, 1.677652482706932, 0.064626618, 38, 20.172865042263396, 96.66666666666667, 'Low Risk'),
(176997, 64, 14, '57:46.2', 36.35034394473101, 95.94653478353476, 111, 77, 51, 'Male', 64.78850760987916, 1.5717523365491517, 0.14863094867279503, 34, 26.22586050635914, 88.33333333333333, 'Low Risk'),
(176998, 63, 13, '56:46.2', 36.86014255882238, 96.43553252, 114, 76, 43, 'Male', 51.450425184802285, 1.969437958531815, 0.059928571, 38, 13.264911590162086, 88.66666666666667, 'High Risk'),
(176999, 94, 15, '55:46.2', 37.290691953484945, 97.92269650452697, 131, 84, 77, 'Male', 64.48655671555898, 1.9667802564397747, 0.093968933, 47, 16.670840958140342, 99.66666666666667, 'High Risk'),
(177000, 73, 19, '54:46.2', 36.60463617371596, 97.44172868415227, 139, 85, 41, 'Male', 55.81227001838556, 1.7968634619912613, 0.12720483716251785, 54, 17.28619991419548, 103, 'High Risk'),
(177001, 91, 13, '53:46.2', 37.033549598721166, 98.45464803761651, 119, 87, 34, 'Male', 75.50172591474654, 1.840000884750177, 0.12173196830613243, 32, 22.30081914754357, 97.66666666666667, 'High Risk'),
(177002, 71, 17, '52:46.2', 36.82745327355615, 96.82212597001106, 134, 70, 67, 'Male', 69.60689464732454, 1.734739315315554, 0.12634947313518188, 64, 23.130435867505913, 91.33333333333333, 'Low Risk'),
(177003, 96, 13, '51:46.2', 36.37778319270096, 96.05212952925528, 124, 75, 52, 'Female', 89.10114473852957, 1.5429080693347006, 0.1111156317758624, 49, 37.42856553802317, 91.33333333333333, 'High Risk'),
(177004, 66, 15, '50:46.2', 37.09876740875913, 97.12844031799463, 124, 87, 25, 'Male', 66.86506049907459, 1.6052176700177965, 0.11340110986933088, 37, 25.94964245911751, 99.33333333333333, 'Low Risk'),
(177005, 74, 14, '49:46.2', 37.293957624341374, 98.97175023983164, 112, 81, 32, 'Male', 52.04487642797083, 1.6168398884259616, 0.14322948129366125, 31, 19.90874811, 91.33333333333333, 'Low Risk'),
(177006, 64, 17, '48:46.2', 36.12631135932739, 97.64026793291721, 111, 88, 43, 'Female', 67.01152959267088, 1.7367044691231033, 0.12479274262588241, 23, 22.217627822293302, 95.66666666666667, 'Low Risk'),
(177007, 75, 15, '47:46.2', 36.98920817, 96.51175795680044, 131, 81, 67, 'Female', 81.61478485019117, 1.879541310643182, 0.056753487, 50, 23.10282502955976, 97.66666666666666, 'Low Risk'),
(177008, 61, 14, '46:46.2', 36.13504669265127, 98.57464194100324, 122, 75, 62, 'Female', 62.40285677347898, 1.607398931478628, 0.071875744, 47, 24.15222363549899, 90.66666666666667, 'Low Risk'),
(177009, 61, 18, '45:46.2', 37.49653860703098, 98.89156132889087, 132, 82, 30, 'Female', 99.97128465, 1.5707617643608078, 0.10034877484329671, 50, 40.518618617146295, 98.66666666666666, 'High Risk'),
(177010, 78, 14, '44:46.2', 36.21177694332353, 95.51805939715221, 131, 73, 66, 'Female', 78.69046338522043, 1.688667607246582, 0.050615846440975304, 58, 27.59521343622568, 92.33333333333333, 'Low Risk'),
(177011, 65, 13, '43:46.2', 36.028959556344375, 98.03215808, 115, 75, 87, 'Male', 90.14561634084356, 1.6663394935372224, 0.11205086438527595, 40, 32.465166707879284, 88.33333333333333, 'High Risk'),
(177012, 71, 13, '42:46.2', 36.50651193451656, 98.92434740964437, 138, 76, 52, 'Male', 73.56455005048412, 1.9312784160920216, 0.11983503855366152, 62, 19.723264971947636, 96.66666666666666, 'Low Risk'),
(177013, 98, 13, '41:46.2', 36.39735939354457, 98.73421959187544, 123, 88, 64, 'Male', 77.84906382411245, 1.932360801686943, 0.088199905, 35, 20.848602829137644, 99.66666666666667, 'High Risk'),
(177014, 62, 12, '40:46.2', 37.34285676687222, 96.63038934869027, 126, 87, 82, 'Female', 90.14989975456834, 1.7789223528528653, 0.13470735624483612, 39, 28.487298327911112, 100, 'Low Risk'),
(177015, 81, 14, '39:46.2', 36.42631509171998, 97.88779492784974, 134, 74, 84, 'Female', 86.85866855003417, 1.6698199459680294, 0.064043695, 60, 31.15113529506827, 94, 'High Risk'),
(177016, 91, 12, '38:46.2', 36.648344719583335, 95.02119976205259, 126, 76, 26, 'Male', 83.71998288815935, 1.7768155174114049, 0.10913302568492977, 50, 26.51822518325068, 92.66666666666666, 'High Risk'),
(177017, 85, 18, '37:46.2', 36.01467889416152, 96.24024514820036, 124, 72, 46, 'Female', 94.64219798990658, 1.9481303598236823, 0.10157581597018825, 52, 24.937263191593264, 89.33333333333333, 'Low Risk'),
(177018, 97, 18, '36:46.2', 36.662452661400295, 95.17877692, 112, 70, 39, 'Female', 63.576006656511986, 1.8377110667629621, 0.084644118, 42, 18.825164683815554, 84, 'High Risk'),
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(177195, 81, 12, '39:46.2', 36.44263685830151, 97.28368076626695, 123, 85, 83, 'Female', 64.92373441348425, 1.7328295297898484, 0.05741894, 38, 21.621798308202386, 97.66666666666667, 'Low Risk'),
(177196, 87, 17, '38:46.2', 36.280714089179966, 99.13749051730058, 119, 70, 42, 'Male', 93.79862446841095, 1.974531306, 0.084737485, 49, 24.058493107995417, 86.33333333333333, 'Low Risk'),
(177197, 73, 12, '37:46.2', 36.484469925022786, 95.47538248, 122, 71, 42, 'Male', 75.46453507903351, 1.8571717644731072, 0.12740836502027303, 51, 21.879568678294515, 88, 'Low Risk'),
(177198, 82, 13, '36:46.2', 37.197646199515795, 97.09399673028722, 120, 77, 73, 'Female', 54.73710014029392, 1.833909113407491, 0.09142518, 43, 16.275193783039033, 91.33333333333333, 'High Risk'),
(177199, 66, 13, '35:46.2', 37.26535787059812, 98.45031103865225, 114, 86, 62, 'Female', 88.94504885126187, 1.8976834047406395, 0.061290528, 28, 24.698709299656844, 95.33333333333333, 'Low Risk'),
(177200, 87, 14, '34:46.2', 37.330976413300405, 97.41395942829233, 113, 89, 29, 'Female', 73.04830336046317, 1.9514392467034565, 0.13601120577074247, 24, 19.182272803788656, 97, 'Low Risk'),
(177201, 81, 15, '33:46.2', 36.20561438245512, 99.87088087247264, 116, 87, 32, 'Male', 60.302190632523285, 1.5679278926178988, 0.14531155474402224, 29, 24.529060657838247, 96.66666666666667, 'Low Risk'),
(177202, 67, 17, '32:46.2', 36.864309790386784, 95.25385406002422, 118, 89, 38, 'Female', 71.17817611791737, 1.7716306365198284, 0.14409877490875783, 29, 22.677777588380017, 98.66666666666667, 'Low Risk'),
(177203, 87, 18, '31:46.2', 36.09783527484435, 98.18010453, 110, 81, 29, 'Male', 95.18542246091042, 1.7082728059124443, 0.1310718627975237, 29, 32.61789925426105, 90.66666666666667, 'High Risk'),
(177204, 99, 16, '30:46.2', 36.53410096091824, 95.38905774785485, 132, 76, 26, 'Female', 98.13746220371297, 1.9459349869669658, 0.14791538560739065, 56, 25.91660860510904, 94.66666666666666, 'High Risk'),
(177205, 75, 19, '29:46.2', 36.886475233334416, 99.50143215, 128, 82, 74, 'Female', 88.35292145706505, 1.775815261150352, 0.088108955, 46, 28.017239748353497, 97.33333333333333, 'Low Risk'),
(177206, 85, 13, '28:46.2', 37.25457003281042, 96.92286269517263, 137, 88, 74, 'Female', 98.11813637777584, 1.8938802665958125, 0.065534101, 49, 27.355474539388368, 104.33333333333333, 'Low Risk'),
(177207, 98, 19, '27:46.2', 36.01204707439184, 96.13752309232127, 117, 76, 81, 'Male', 70.04730365560374, 1.5444793662739889, 0.14570204426882605, 41, 29.364810412932243, 89.66666666666667, 'High Risk'),
(177208, 85, 15, '26:46.2', 36.031153814921964, 99.48115970573497, 126, 78, 32, 'Female', 68.03785590920673, 1.7051192700297806, 0.13852730344445385, 48, 23.40135980616275, 94, 'Low Risk'),
(177209, 95, 19, '25:46.2', 36.95643664, 98.58216253875129, 115, 81, 85, 'Female', 51.18095957522646, 1.7465386172997361, 0.1254136807413267, 34, 16.77845775398927, 92.33333333333333, 'High Risk'),
(177210, 99, 12, '24:46.2', 37.40704702496867, 97.06429929488715, 118, 73, 69, 'Female', 99.97208202, 1.635540498077527, 0.13627030284481523, 45, 37.372842640580686, 88, 'High Risk'),
(177211, 64, 14, '23:46.2', 36.34434225, 96.82834232132018, 122, 82, 66, 'Male', 64.56524479, 1.8805151250114231, 0.12040626226289504, 40, 18.257661053960927, 95.33333333333333, 'High Risk'),
(177212, 61, 19, '22:46.2', 37.33248567770931, 98.59192227774359, 128, 80, 38, 'Female', 98.91129989599906, 1.9362770113457541, 0.065879436, 48, 26.382195292568817, 96, 'Low Risk'),
(177213, 63, 19, '21:46.2', 36.75998114630424, 97.24561195390608, 125, 88, 87, 'Female', 56.771855684330646, 1.9179847021874223, 0.11844121304247929, 37, 15.432731922972874, 100.33333333333333, 'High Risk'),
(177214, 72, 18, '20:46.2', 37.44848333185011, 97.00028001, 136, 87, 18, 'Female', 65.09041553013364, 1.7761498526464272, 0.069818266, 49, 20.63278419421933, 103.33333333333333, 'Low Risk'),
(177215, 65, 13, '19:46.2', 36.11948192271443, 99.79880957336343, 120, 82, 52, 'Female', 59.87836213191291, 1.5552461182915565, 0.0848859, 38, 24.755497599964833, 94.66666666666667, 'Low Risk'),
(177216, 67, 18, '18:46.2', 36.339573534948634, 96.73850003687834, 119, 79, 59, 'Male', 84.39159580098453, 1.9098484926340977, 0.071169551, 40, 23.136697410103974, 92.33333333333333, 'Low Risk'),
(177217, 72, 16, '17:46.2', 36.958833440985366, 99.04700906343034, 117, 83, 57, 'Female', 65.72031523686364, 1.780371124978795, 0.13922013247650453, 34, 20.733783235894123, 94.33333333333333, 'Low Risk'),
(177218, 98, 16, '16:46.2', 37.00510952062848, 97.95202695423241, 123, 77, 50, 'Female', 88.83351062022342, 1.7711968694834959, 0.13177541353999783, 46, 28.31673349916727, 92.33333333333333, 'High Risk'),
(177219, 84, 12, '15:46.2', 36.83045135045758, 99.77720653184163, 125, 82, 43, 'Female', 50.933009925080526, 1.6783787217522246, 0.12368803373575409, 43, 18.08087367704559, 96.33333333333333, 'High Risk'),
(177220, 78, 15, '14:46.2', 37.49234868085625, 97.90555038138694, 137, 74, 24, 'Female', 60.24960413714597, 1.6441183719895753, 0.068146776, 63, 22.288869071453497, 95, 'Low Risk'),
(177221, 68, 18, '13:46.2', 37.184575553584935, 98.23572252264505, 124, 85, 54, 'Female', 82.26660754860629, 1.9005204702939171, 0.099504835, 39, 22.776054069945516, 98, 'Low Risk'),
(177222, 74, 15, '12:46.2', 37.155125950237675, 98.79726935750202, 112, 76, 75, 'Female', 76.68838725479364, 1.9580471577571643, 0.10977370454405616, 36, 20.002455383621644, 88, 'Low Risk'),
(177223, 67, 15, '11:46.2', 37.17218927136414, 99.72291839010657, 114, 86, 46, 'Female', 62.31997200032191, 1.5298569544847145, 0.1247472523049279, 28, 26.62720607, 95.33333333333333, 'Low Risk'),
(177224, 66, 17, '10:46.2', 37.10087436584946, 98.34244009871163, 118, 80, 68, 'Male', 79.41464248151291, 1.938139820748118, 0.099129881, 38, 21.14123607806233, 92.66666666666667, 'Low Risk'),
(177225, 82, 16, '09:46.2', 36.28034189880069, 95.16776025, 127, 85, 49, 'Male', 93.83991319429651, 1.8077220656472417, 0.076931016, 42, 28.716022105301175, 99, 'Low Risk'),
(177226, 76, 19, '08:46.2', 37.32629671970939, 98.59531484409146, 117, 70, 62, 'Female', 58.04942919, 1.686699828849565, 0.09608922, 47, 20.404330615716052, 85.66666666666667, 'Low Risk'),
(177227, 72, 13, '07:46.2', 36.09244433204119, 95.74714144078679, 116, 80, 82, 'Male', 51.46303894598885, 1.955776539015969, 0.074090564, 36, 13.454171641512154, 92, 'High Risk'),
(177228, 81, 18, '06:46.2', 36.813073290837075, 99.30131635489644, 122, 89, 70, 'Female', 63.03050038594641, 1.5445223260459833, 0.07474206, 33, 26.421798373442268, 100, 'Low Risk'),
(177229, 93, 19, '05:46.2', 36.00687014768254, 97.96043681, 138, 73, 87, 'Female', 53.252015010312256, 1.8541287530881077, 0.075433179, 65, 15.490172998383754, 94.66666666666666, 'High Risk'),
(177230, 97, 14, '04:46.2', 37.21842182068766, 96.83755718581493, 127, 72, 82, 'Male', 51.81372504031196, 1.7108781885105468, 0.067873741, 55, 17.70136009047464, 90.33333333333333, 'High Risk'),
(177231, 69, 12, '03:46.2', 36.53662773618949, 99.23077657154424, 113, 80, 21, 'Female', 70.98589293521192, 1.723117676826085, 0.080886717, 33, 23.90794093741275, 91, 'Low Risk'),
(177232, 88, 18, '02:46.2', 36.923780288713566, 95.57680760200289, 127, 80, 18, 'Female', 67.22351161344257, 1.9876460180100504, 0.058988631219947824, 47, 17.015437078877323, 95.66666666666667, 'High Risk'),
(177233, 85, 18, '01:46.2', 37.36533, 99.05264577725428, 125, 86, 62, 'Male', 72.71844157009342, 1.9523230321129708, 0.087504842, 39, 19.07836737404741, 99, 'Low Risk'),
(177234, 66, 17, '00:46.2', 36.832126427248035, 99.31749546329954, 112, 70, 71, 'Male', 68.33496926, 1.643935609699395, 0.1430170652973478, 42, 25.285607808707216, 84, 'Low Risk'),
(177235, 61, 13, '59:46.2', 37.26375646534151, 97.05219475763062, 119, 85, 67, 'Female', 55.63632916583515, 1.8349372020993666, 0.12270615621949092, 34, 16.524033103345506, 96.33333333333333, 'High Risk'),
(177236, 72, 16, '58:46.2', 37.185123969009645, 96.40212382457534, 118, 88, 32, 'Male', 56.65430093686952, 1.6691424214652142, 0.14458000138130933, 30, 20.335089830995074, 98, 'Low Risk'),
(177237, 92, 16, '57:46.2', 36.464999426988335, 96.14256740272134, 138, 87, 67, 'Female', 92.38996040928825, 1.6276990651560879, 0.11832812887631595, 51, 34.87197566170469, 104, 'High Risk'),
(177238, 91, 17, '56:46.2', 37.283411163298524, 97.35620967, 133, 72, 72, 'Male', 86.33315530940084, 1.515542015351291, 0.083757274, 61, 37.58734517318742, 92.33333333333333, 'High Risk'),
(177239, 89, 17, '55:46.2', 36.18347543, 96.71989680525313, 122, 80, 67, 'Female', 83.59031642868769, 1.838989234821645, 0.052765382, 42, 24.717104593194232, 94, 'Low Risk'),
(177240, 72, 14, '54:46.2', 37.280504271678645, 97.41687456132044, 119, 77, 72, 'Male', 54.68342824611446, 1.6477215238582161, 0.10729621701992975, 42, 20.14132809940206, 91, 'Low Risk'),
(177241, 80, 18, '53:46.2', 36.38738418806593, 97.54452702812681, 135, 82, 25, 'Female', 55.75980376033414, 1.802083420185334, 0.10255246085478735, 53, 17.170045839212275, 99.66666666666666, 'High Risk'),
(177242, 93, 13, '52:46.2', 36.03638743604283, 98.99245218947495, 110, 81, 65, 'Female', 80.60578034, 1.8228918736477047, 0.10068163199901324, 29, 24.257406662130048, 90.66666666666667, 'High Risk'),
(177243, 87, 17, '51:46.2', 36.567894765587404, 98.50234868540458, 125, 86, 37, 'Female', 54.80952383623005, 1.6862207190470757, 0.077915257, 39, 19.27645578653108, 99, 'Low Risk'),
(177244, 61, 15, '50:46.2', 36.946695671829175, 95.13452873413527, 124, 87, 29, 'Male', 96.49673382635967, 1.8221660537927806, 0.11266732747086884, 37, 29.06275029616554, 99.33333333333333, 'Low Risk'),
(177245, 76, 19, '49:46.2', 37.268313526678575, 97.35066261, 139, 83, 80, 'Male', 81.00338587771493, 1.6757244453087925, 0.070896683, 56, 28.846821162845888, 101.66666666666666, 'Low Risk'),
(177246, 69, 16, '48:46.2', 36.978851614535635, 99.32863557286828, 139, 78, 51, 'Female', 83.35403562725531, 1.8785809830210716, 0.10465462696435981, 61, 23.61928725245962, 98.33333333333333, 'Low Risk'),
(177247, 73, 17, '47:46.2', 37.15271030675072, 96.65545358933774, 120, 72, 57, 'Female', 87.43612932727599, 1.8329075762619982, 0.11544878348436897, 48, 26.02614176, 88, 'Low Risk'),
(177248, 75, 18, '46:46.2', 36.16493137037804, 96.0006681, 112, 83, 46, 'Female', 65.33879164624783, 1.5400796754090211, 0.1192128193331121, 29, 27.547660342539235, 92.66666666666667, 'Low Risk'),
(177249, 89, 12, '45:46.2', 36.60730628110955, 96.19420961017235, 121, 89, 79, 'Female', 88.78463751372624, 1.6499601067404142, 0.070496837, 32, 32.61301410173263, 99.66666666666667, 'High Risk'),
(177250, 89, 17, '44:46.2', 36.23268765104175, 97.12249773930498, 138, 84, 20, 'Male', 93.51559630702249, 1.7257178513059643, 0.052109785, 54, 31.401071250812816, 102, 'High Risk'),
(177251, 81, 14, '43:46.2', 36.51243478165256, 96.24861696155389, 137, 81, 37, 'Male', 58.26828202428115, 1.9968388618363988, 0.083477651, 56, 14.613228433417445, 99.66666666666666, 'High Risk'),
(177252, 61, 12, '42:46.2', 36.41762086535276, 97.62523587335527, 121, 78, 74, 'Male', 83.48604025537867, 1.5591767923354487, 0.087902063, 43, 34.34180669, 92.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(177253, 95, 12, '41:46.2', 36.65095767105536, 99.86332705176854, 110, 84, 58, 'Female', 56.94045312989364, 1.5369056527617784, 0.082537622, 26, 24.106074978714123, 92.66666666666667, 'High Risk'),
(177254, 72, 17, '40:46.2', 37.44406006, 97.99895303753739, 132, 70, 83, 'Male', 80.99480951376492, 1.6645679062038838, 0.085236588, 62, 29.23170548875647, 90.66666666666666, 'Low Risk'),
(177255, 63, 15, '39:46.2', 36.09795081507069, 96.38036961039579, 128, 85, 58, 'Male', 60.543012581242515, 1.5730675259078886, 0.10062124249221505, 43, 24.466356302023463, 99.33333333333333, 'Low Risk'),
(177256, 69, 13, '38:46.2', 37.36478686, 98.43284683847011, 117, 84, 87, 'Female', 85.92775813194856, 1.6509605719333782, 0.1434662199326604, 33, 31.52536168865934, 95, 'High Risk'),
(177257, 94, 16, '37:46.2', 36.13970351483304, 95.69813209233054, 116, 78, 20, 'Male', 74.01362980600926, 1.6839615130812566, 0.11263520651727267, 38, 26.100413069558773, 90.66666666666667, 'High Risk'),
(177258, 63, 12, '36:46.2', 36.11168760390654, 98.12724862922973, 113, 86, 52, 'Female', 51.82624632, 1.9779867760535146, 0.13965092944775315, 27, 13.246556227689057, 95, 'High Risk'),
(177259, 61, 16, '35:46.2', 37.30143618084038, 96.65249816632236, 113, 81, 67, 'Female', 57.63587371372001, 1.9535344313412217, 0.077760055, 32, 15.102565948174414, 91.66666666666667, 'High Risk'),
(177260, 74, 18, '34:46.2', 37.37888001080488, 98.5362323, 131, 81, 68, 'Female', 70.88028706117521, 1.632942761764195, 0.1453703, 50, 26.581748440938668, 97.66666666666666, 'Low Risk'),
(177261, 78, 16, '33:46.2', 36.93178745250202, 96.54722726685654, 122, 88, 31, 'Male', 69.70224132, 1.8774772709751708, 0.081198413, 34, 19.774129188355413, 99.33333333333333, 'Low Risk'),
(177262, 84, 19, '32:46.2', 37.46565373830113, 97.66231151590412, 121, 79, 66, 'Male', 73.87057061022321, 1.890681799998218, 0.066266201, 42, 20.66495988, 93, 'Low Risk'),
(177263, 62, 13, '31:46.2', 36.868332369362456, 99.49414388879177, 121, 75, 33, 'Male', 81.90771013962333, 1.701473533709267, 0.1439832380705784, 46, 28.292699608720042, 90.33333333333333, 'Low Risk'),
(177264, 68, 13, '30:46.2', 36.41444642008427, 99.49186207996995, 126, 74, 23, 'Male', 69.26590076638743, 1.7756170089551775, 0.086917866, 52, 21.969536434841608, 91.33333333333333, 'Low Risk'),
(177265, 80, 14, '29:46.2', 36.97198677411642, 99.48553640097418, 134, 82, 31, 'Female', 61.13367380683606, 1.7518038925236636, 0.1449154476041672, 52, 19.920925959402872, 99.33333333333333, 'Low Risk'),
(177266, 69, 14, '28:46.2', 36.05367017651063, 98.72679382613516, 121, 82, 29, 'Male', 93.69009273904284, 1.6297327580291163, 0.072248983, 39, 35.27450098850558, 95, 'High Risk'),
(177267, 75, 18, '27:46.2', 36.560934605522796, 97.09627075022856, 112, 77, 57, 'Male', 87.50070170960325, 1.6052890679762344, 0.062727755, 35, 33.95510200972126, 88.66666666666667, 'High Risk'),
(177268, 81, 12, '26:46.2', 36.75915130239878, 96.88336900252732, 133, 74, 41, 'Female', 98.16881309155397, 1.5144611269810297, 0.14606054991544576, 59, 42.801331479632275, 93.66666666666666, 'High Risk'),
(177269, 86, 16, '25:46.2', 36.62613539026821, 97.34967491, 117, 75, 52, 'Female', 50.590481024272826, 1.7506635775692594, 0.051436589, 42, 16.506820020072215, 89, 'High Risk'),
(177270, 91, 17, '24:46.2', 37.13342013036054, 95.81201561331815, 135, 86, 79, 'Male', 92.25354008743088, 1.5556173555356265, 0.14168422267463218, 49, 38.12215834813623, 102.33333333333333, 'High Risk'),
(177271, 92, 18, '23:46.2', 36.71553962, 98.14058038000486, 124, 78, 36, 'Male', 62.48835682542161, 1.9747842278752867, 0.11994832544646435, 46, 16.023589292186422, 93.33333333333333, 'High Risk'),
(177272, 84, 14, '22:46.2', 37.23413211, 98.32640044039476, 127, 74, 46, 'Female', 76.72556285115543, 1.6145796546266113, 0.09400536, 53, 29.43209196288557, 91.66666666666666, 'Low Risk'),
(177273, 75, 12, '21:46.2', 37.16174462018362, 97.00936532252838, 124, 71, 88, 'Male', 80.96738131369992, 1.666143659615158, 0.10364210434487647, 53, 29.16655958040513, 88.66666666666666, 'Low Risk'),
(177274, 97, 17, '20:46.2', 37.42729401005757, 98.03250551677779, 128, 87, 20, 'Male', 89.62703762065189, 1.828529217767943, 0.06886713, 41, 26.80619877854397, 100.66666666666667, 'High Risk'),
(177275, 76, 14, '19:46.2', 37.232748709204564, 96.73152727296903, 115, 74, 46, 'Male', 63.23795043760929, 1.7079381262348732, 0.14508720912051298, 41, 21.67871415976949, 87.66666666666667, 'Low Risk'),
(177276, 69, 14, '18:46.2', 37.48569094485313, 98.33050221652749, 118, 82, 85, 'Female', 51.664137315813534, 1.517011620629034, 0.10112098021597662, 36, 22.44974264530179, 94, 'Low Risk'),
(177277, 80, 12, '17:46.2', 36.90065345224269, 97.30324235989211, 135, 87, 50, 'Male', 72.80287832493694, 1.651481492028157, 0.1468578015011644, 48, 26.693229962803624, 103, 'Low Risk'),
(177278, 66, 17, '16:46.2', 37.03303135932066, 96.32255987197324, 139, 80, 70, 'Male', 89.92490701680808, 1.5407712542088405, 0.11867100081140841, 59, 37.87944984596165, 99.66666666666666, 'High Risk'),
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(177456, 61, 17, '18:46.2', 36.00352196968865, 95.07982957095763, 111, 78, 29, 'Male', 50.466108095876265, 1.6541482742677756, 0.1307930256222315, 33, 18.443822807691866, 89, 'High Risk'),
(177457, 66, 18, '17:46.2', 36.896570550967525, 99.05881132196522, 130, 88, 53, 'Male', 68.32855699, 1.9653266946189476, 0.13389804719819687, 42, 17.690199996596892, 102, 'High Risk'),
(177458, 92, 16, '16:46.2', 37.25125931793222, 96.10704661, 123, 82, 40, 'Female', 63.201342192771854, 1.8523182566378555, 0.11245418367856491, 41, 18.420231628040526, 95.66666666666667, 'High Risk'),
(177459, 86, 17, '15:46.2', 36.42536761237461, 99.92473325, 134, 70, 53, 'Male', 84.73366709074452, 1.9025661478082465, 0.10064649001263676, 64, 23.408655588692618, 91.33333333333333, 'Low Risk'),
(177460, 73, 15, '14:46.2', 36.67188371616303, 97.33845187500636, 126, 78, 23, 'Male', 75.61188498422487, 1.9913059945963645, 0.1301307963266296, 48, 19.068391621275264, 94, 'Low Risk'),
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(177462, 82, 14, '12:46.2', 36.41735365689647, 97.64137099457639, 126, 82, 28, 'Female', 53.94590398449941, 1.8056629283966639, 0.13056623486573085, 44, 16.54569870345118, 96.66666666666667, 'High Risk'),
(177463, 99, 13, '11:46.2', 36.27924204, 96.24002437536532, 114, 79, 43, 'Female', 58.759440033195936, 1.609669894563394, 0.12892229255639032, 35, 22.67796105964682, 90.66666666666667, 'High Risk'),
(177464, 91, 19, '10:46.2', 36.420205958158554, 97.96303087086473, 110, 79, 62, 'Male', 90.26427191345537, 1.8807032847809961, 0.14243050957720108, 31, 25.519685460364595, 89.33333333333333, 'High Risk'),
(177465, 89, 17, '09:46.2', 36.500741907221666, 98.92295549072679, 133, 79, 52, 'Female', 91.05840652868439, 1.751836512473841, 0.11905962715533903, 54, 29.671048840895594, 97, 'Low Risk'),
(177466, 69, 13, '08:46.2', 37.444111729369446, 98.99765979125817, 131, 81, 34, 'Male', 96.56306970966995, 1.9232962121150767, 0.055849543, 50, 26.104700256462753, 97.66666666666666, 'Low Risk'),
(177467, 63, 14, '07:46.2', 37.26704103765715, 99.27225887229133, 132, 72, 41, 'Male', 60.74717716375357, 1.7129846477597788, 0.13758159804359382, 60, 20.70232681523682, 92, 'Low Risk'),
(177468, 85, 18, '06:46.2', 36.083403767371166, 96.18864373379546, 118, 89, 30, 'Male', 51.89282666745045, 1.8758796549723455, 0.14883299455199078, 29, 14.746786116975022, 98.66666666666667, 'High Risk'),
(177469, 72, 12, '05:46.2', 37.294391299167145, 95.77853064515294, 111, 72, 51, 'Male', 69.47360009869348, 1.5586123800369875, 0.079746279, 39, 28.59852018837687, 85, 'Low Risk'),
(177470, 77, 16, '04:46.2', 37.34736228282357, 97.92657498991524, 134, 76, 60, 'Female', 65.68868564729381, 1.8937718685606233, 0.098083734, 58, 18.316194655573536, 95.33333333333333, 'High Risk'),
(177471, 66, 12, '03:46.2', 36.364879031256045, 95.74600856331865, 112, 88, 59, 'Male', 54.815810363122594, 1.584413710972178, 0.089015323, 24, 21.835777225460106, 96, 'Low Risk'),
(177472, 72, 15, '02:46.2', 37.37468833656941, 99.38994139, 139, 87, 43, 'Male', 80.44508017356256, 1.8073694917498995, 0.081142524, 52, 24.626664540066145, 104.33333333333333, 'Low Risk'),
(177473, 72, 13, '01:46.2', 37.423166972279056, 99.84396129589258, 133, 89, 35, 'Female', 65.86012602, 1.9965919261519351, 0.1255266908277367, 44, 16.521289306495444, 103.66666666666667, 'High Risk'),
(177474, 72, 13, '00:46.2', 37.308731508938195, 96.04705981242961, 130, 76, 58, 'Male', 64.15476048450672, 1.6882364533471077, 0.1303829540450357, 54, 22.50931821196171, 94, 'Low Risk'),
(177475, 76, 14, '59:46.2', 36.38628587864726, 98.24371525797193, 130, 83, 49, 'Male', 92.38852631498168, 1.569661385439093, 0.11867682203231456, 47, 37.49782610598493, 98.66666666666667, 'High Risk'),
(177476, 91, 16, '58:46.2', 36.22064757557034, 96.92725176187187, 122, 85, 47, 'Female', 66.21530544206702, 1.678852624528938, 0.059503731, 37, 23.49271655427602, 97.33333333333333, 'High Risk'),
(177477, 74, 16, '57:46.2', 36.66544625284454, 97.85847647219884, 110, 87, 35, 'Female', 84.69124533304802, 1.841095109464625, 0.1414103031727148, 23, 24.985386398589508, 94.66666666666667, 'Low Risk'),
(177478, 67, 18, '56:46.2', 36.98882595093424, 96.56084393904082, 115, 79, 34, 'Male', 94.57009860898242, 1.7161254681722686, 0.1288969688430358, 36, 32.11114331, 91, 'High Risk'),
(177479, 99, 19, '55:46.2', 36.625152925266605, 99.76468018465802, 136, 85, 37, 'Male', 99.17562013478614, 1.6602956905731099, 0.056405932679259946, 51, 35.97775362569005, 102, 'High Risk'),
(177480, 79, 15, '54:46.2', 36.77052771421213, 98.19150082982499, 131, 87, 56, 'Male', 90.28264990436801, 1.8627672242751265, 0.14273151969450026, 44, 26.018791562912188, 101.66666666666667, 'Low Risk'),
(177481, 99, 13, '53:46.2', 36.648754555697444, 99.05798268, 118, 77, 76, 'Male', 94.35626730629261, 1.9653865898354084, 0.13409394831695454, 41, 24.427261132235177, 90.66666666666667, 'High Risk'),
(177482, 80, 13, '52:46.2', 36.690779462595565, 99.98841771267374, 115, 84, 26, 'Female', 77.59269134690655, 1.9852015289801237, 0.072643217, 31, 19.688453934720886, 94.33333333333333, 'Low Risk'),
(177483, 68, 17, '51:46.2', 36.51620367828084, 97.03023881211892, 139, 81, 85, 'Male', 99.83807856224615, 1.5151618866782812, 0.075699723, 58, 43.48887163896165, 100.33333333333333, 'High Risk'),
(177484, 98, 14, '50:46.2', 36.03702049153177, 99.39580583, 110, 87, 43, 'Female', 83.54098315205482, 1.8700525758498427, 0.056640014, 23, 23.888668754957717, 94.66666666666667, 'High Risk'),
(177485, 68, 13, '49:46.2', 37.47530744525308, 95.16033200531658, 124, 74, 30, 'Female', 80.37914684923253, 1.5207060717943521, 0.11051332180187487, 50, 34.75784421, 90.66666666666666, 'High Risk'),
(177486, 88, 12, '48:46.2', 36.00876119670617, 97.36517624681528, 113, 79, 41, 'Male', 69.89913814479402, 1.6377935375603623, 0.13314543099877452, 34, 26.058746115575953, 90.33333333333333, 'Low Risk'),
(177487, 89, 17, '47:46.2', 36.98874344165767, 98.04613786982809, 115, 71, 53, 'Male', 63.29369516569613, 1.7343476483951181, 0.057313563, 44, 21.042054420963748, 85.66666666666667, 'Low Risk'),
(177488, 97, 15, '46:46.2', 37.32493181491583, 96.17976672, 121, 75, 41, 'Female', 58.303206891521796, 1.8618869046108961, 0.091033818, 46, 16.818445354149134, 90.33333333333333, 'High Risk'),
(177489, 96, 16, '45:46.2', 37.08676174, 97.30507086917937, 135, 73, 30, 'Female', 85.48349985936792, 1.5517741448752556, 0.060265414, 62, 35.499748121741895, 93.66666666666666, 'High Risk'),
(177490, 65, 18, '44:46.2', 37.29380215947429, 95.83180239458791, 137, 85, 66, 'Male', 68.66558257229477, 1.5935464875746952, 0.10124710900560355, 52, 27.040183484314316, 102.33333333333333, 'Low Risk'),
(177491, 63, 14, '43:46.2', 37.37819645522473, 97.50639062890102, 116, 88, 28, 'Female', 61.1148152, 1.8139204664159683, 0.13642021615814803, 28, 18.574195869480505, 97.33333333333333, 'Low Risk'),
(177492, 61, 13, '42:46.2', 36.798149433254686, 99.50654836173342, 138, 85, 31, 'Female', 98.10770478898738, 1.552805913888399, 0.099985426, 53, 40.68822672090187, 102.66666666666666, 'High Risk'),
(177493, 72, 18, '41:46.2', 36.05811161774426, 99.95194926, 116, 84, 54, 'Female', 52.508650858048014, 1.816454581623512, 0.14978342827556332, 32, 15.914088657990428, 94.66666666666667, 'High Risk'),
(177494, 66, 16, '40:46.2', 37.41347911, 99.70801189027618, 117, 87, 27, 'Male', 51.72785112663271, 1.7573376984488969, 0.12736031698182548, 30, 16.749968171020285, 97, 'High Risk'),
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(177499, 99, 19, '35:46.2', 36.09703476458155, 95.54089121925104, 121, 84, 40, 'Male', 87.69081878618084, 1.7474098282017758, 0.073110385, 37, 28.718686784283225, 96.33333333333333, 'High Risk'),
(177500, 78, 16, '34:46.2', 36.50643002, 97.7502721, 130, 76, 58, 'Male', 79.73213874660738, 1.9241011564732697, 0.11583651033944299, 54, 21.536623337891385, 94, 'Low Risk'),
(177501, 66, 19, '33:46.2', 37.17271734426629, 98.73597562, 112, 83, 56, 'Male', 57.911950393788615, 1.7923378399370913, 0.1266119667303885, 29, 18.027206938936317, 92.66666666666667, 'High Risk'),
(177502, 81, 19, '32:46.2', 36.072583332620546, 99.42339626761151, 137, 86, 56, 'Male', 81.77230661585456, 1.758713709687281, 0.10592459402093507, 51, 26.437230058303864, 103, 'Low Risk'),
(177503, 72, 19, '31:46.2', 37.49288358081718, 96.11854260196178, 110, 77, 37, 'Male', 70.80554725997419, 1.8808071793575367, 0.10754775545118847, 33, 20.016066537233726, 88, 'Low Risk'),
(177504, 67, 16, '30:46.2', 36.86141763888856, 99.08990749427852, 130, 81, 58, 'Male', 71.93151867847186, 1.5029320744519923, 0.087945617, 49, 31.844946508130015, 97.33333333333333, 'High Risk'),
(177505, 89, 17, '29:46.2', 37.45435562, 96.42909287636773, 114, 88, 67, 'Female', 61.60539631131937, 1.7474121102214997, 0.14942655434993518, 26, 20.175674994988373, 96.66666666666667, 'Low Risk'),
(177506, 78, 15, '28:46.2', 36.29494143, 95.55529574609159, 117, 73, 75, 'Female', 55.05555389948646, 1.5904015969348724, 0.050408161, 44, 21.766446316901135, 87.66666666666667, 'Low Risk'),
(177507, 64, 17, '27:46.2', 36.11757192128983, 97.29574351526874, 125, 71, 74, 'Male', 63.52650994255049, 1.8193559939246038, 0.10336251833066354, 54, 19.191973029439275, 89, 'Low Risk'),
(177508, 60, 19, '26:46.2', 36.69369381919707, 99.41012098002855, 110, 74, 85, 'Female', 56.40407662695455, 1.8677326286339562, 0.1044506347709353, 36, 16.168922606868872, 86, 'High Risk'),
(177509, 66, 18, '25:46.2', 37.215810947656784, 95.91709681345732, 126, 82, 58, 'Female', 99.07207059762327, 1.7442199936948175, 0.080300355, 44, 32.564822772229164, 96.66666666666667, 'High Risk'),
(177510, 78, 12, '24:46.2', 36.22230187131053, 99.38630618308159, 135, 75, 57, 'Female', 90.55443240324576, 1.5986762659005622, 0.079436741, 60, 35.43142814239996, 95, 'High Risk'),
(177511, 77, 19, '23:46.2', 37.04396916330254, 97.24986477568694, 129, 89, 89, 'Male', 81.48115793986666, 1.722644758484939, 0.07951568, 40, 27.45780004755336, 102.33333333333333, 'Low Risk'),
(177512, 98, 12, '22:46.2', 37.31288467259415, 99.24433263327197, 130, 87, 78, 'Female', 77.49189195254878, 1.5491860295246467, 0.050411246910593954, 43, 32.28859298234381, 101.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(177514, 98, 14, '20:46.2', 36.53607029220944, 99.69442941914716, 121, 76, 73, 'Male', 93.60690168165911, 1.6359184580495978, 0.087879416, 45, 34.97716175921431, 91, 'High Risk'),
(177515, 83, 18, '19:46.2', 37.267735170447686, 96.21144066, 113, 75, 38, 'Female', 76.44236839885372, 1.8734310744300968, 0.12346079698338505, 38, 21.780041109182953, 87.66666666666667, 'Low Risk'),
(177516, 93, 17, '18:46.2', 36.77112654519247, 95.90531538949406, 133, 82, 27, 'Male', 83.41938229427487, 1.9483370624328264, 0.10485395322908883, 51, 21.975501033624216, 99, 'High Risk'),
(177517, 61, 18, '17:46.2', 36.094684264980636, 99.91349628, 121, 75, 37, 'Female', 89.88398955307179, 1.5471172773778548, 0.07149243, 46, 37.55224176934108, 90.33333333333333, 'High Risk'),
(177518, 64, 12, '16:46.2', 36.15285475868422, 98.96735500505848, 114, 76, 26, 'Female', 81.94696384, 1.7985597072817086, 0.106522023, 38, 25.33279729, 88.66666666666667, 'Low Risk'),
(177519, 90, 18, '15:46.2', 36.045260644924504, 97.29098322103218, 114, 70, 42, 'Female', 62.04228373628366, 1.995011555410582, 0.090775327, 44, 15.58823500396703, 84.66666666666667, 'High Risk'),
(177520, 86, 13, '14:46.2', 36.08355197541368, 97.30458689731904, 110, 74, 19, 'Female', 78.32755540612393, 1.6881539470052331, 0.06860926, 36, 27.484666745699094, 86, 'Low Risk'),
(177521, 63, 13, '13:46.2', 37.03922126347559, 95.62470856017981, 111, 72, 44, 'Female', 70.41146424153759, 1.5527256566449616, 0.12418645214543579, 39, 29.204778546213298, 85, 'Low Risk'),
(177522, 97, 13, '12:46.2', 36.029221873728154, 96.30578679796187, 138, 73, 56, 'Female', 79.59839463374661, 1.7030579793544374, 0.056296136, 65, 27.443875592612663, 94.66666666666666, 'High Risk'),
(177523, 72, 19, '11:46.2', 37.49139041334495, 99.06806056514108, 113, 85, 18, 'Female', 99.54460129595333, 1.7674360483039044, 0.072707849, 28, 31.866201235558066, 94.33333333333333, 'High Risk'),
(177524, 81, 19, '10:46.2', 36.72782382606528, 98.91394470667471, 121, 71, 87, 'Female', 55.02622463857005, 1.628213475376203, 0.10627345942292882, 50, 20.756160838225338, 87.66666666666666, 'Low Risk'),
(177525, 75, 19, '09:46.2', 36.94660372142207, 99.62525965708362, 126, 83, 76, 'Female', 51.26509313604067, 1.7770557223147854, 0.050962932, 43, 16.23378009790992, 97.33333333333333, 'High Risk'),
(177526, 80, 13, '08:46.2', 36.59249275, 98.78640717518859, 125, 72, 67, 'Female', 66.98884823250914, 1.5979801646251048, 0.13413485483515875, 53, 26.233711757339815, 89.66666666666666, 'Low Risk'),
(177527, 63, 19, '07:46.2', 36.36881160636963, 97.31908373222204, 135, 84, 49, 'Female', 58.56641647, 1.6481762456216862, 0.076148781, 51, 21.559632333411074, 101, 'Low Risk'),
(177528, 75, 14, '06:46.2', 36.351037143330196, 99.65322074, 137, 79, 21, 'Female', 62.326126888757706, 1.7366085607125221, 0.057205756, 58, 20.666468211544185, 98.33333333333333, 'Low Risk'),
(177529, 79, 16, '05:46.2', 36.064955512036434, 96.78261890451216, 120, 85, 54, 'Female', 97.36085991262112, 1.905213794734978, 0.068024596, 35, 26.822358711046334, 96.66666666666667, 'Low Risk'),
(177530, 82, 14, '04:46.2', 36.41991449210304, 99.16181984730957, 134, 86, 28, 'Female', 51.933456993348145, 1.6136473783291991, 0.12017599151598306, 48, 19.94481256, 102, 'Low Risk'),
(177531, 83, 18, '03:46.2', 36.018254784705434, 98.79524115252747, 134, 86, 41, 'Male', 68.51416807440245, 1.7820007317980961, 0.10782798776977885, 48, 21.575686973938357, 102, 'Low Risk'),
(177532, 60, 16, '02:46.2', 36.90439979459103, 96.52624143161259, 138, 83, 76, 'Female', 76.5654468, 1.9314588431939623, 0.069531757, 55, 20.523995204383702, 101.33333333333333, 'Low Risk'),
(177533, 76, 18, '01:46.2', 36.28784294, 97.80954271472892, 119, 81, 82, 'Male', 53.608614227603226, 1.7313706716173856, 0.14311111648553854, 38, 17.883580247955862, 93.66666666666667, 'High Risk'),
(177534, 82, 17, '00:46.2', 37.255541215667854, 96.29756739, 135, 89, 78, 'Male', 59.77328115988234, 1.9954037361425352, 0.096737888, 46, 15.012241225930508, 104.33333333333333, 'High Risk'),
(177535, 74, 14, '59:46.2', 36.70256728, 97.65647208569519, 115, 83, 78, 'Male', 62.101676448186396, 1.5531125269094805, 0.056353342, 32, 25.745271673182206, 93.66666666666667, 'Low Risk'),
(177536, 60, 15, '58:46.2', 36.32742704037159, 96.23959403228302, 112, 75, 72, 'Female', 90.3346192, 1.6209948215132683, 0.10933648187438327, 37, 34.37881977420939, 87.33333333333333, 'High Risk'),
(177537, 72, 17, '57:46.2', 36.657365493847294, 97.93124523173013, 120, 87, 35, 'Female', 86.15659058587809, 1.7902127524208766, 0.1431325677921722, 33, 26.883091590078315, 98, 'Low Risk'),
(177538, 88, 13, '56:46.2', 36.95032969170663, 98.46820680613972, 115, 87, 43, 'Male', 84.10265623427316, 1.8940853136690867, 0.11436180016235599, 28, 23.44286243684373, 96.33333333333333, 'Low Risk'),
(177539, 92, 17, '55:46.2', 37.054863724926975, 98.75569398654913, 134, 78, 53, 'Female', 60.54226119394044, 1.8018628170393098, 0.10694190639373317, 56, 18.647267061034302, 96.66666666666666, 'High Risk'),
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(177715, 99, 19, '59:46.2', 36.577915254017526, 98.66748681464126, 117, 87, 67, 'Male', 55.973077609529284, 1.6972339281023643, 0.070985826, 30, 19.43102797549915, 97, 'High Risk'),
(177716, 91, 15, '58:46.2', 37.03942584228596, 98.99626672112463, 113, 74, 81, 'Male', 89.89351717757881, 1.8491833922004748, 0.13445948637305402, 39, 26.28865726238207, 87, 'High Risk'),
(177717, 65, 13, '57:46.2', 36.48516345, 98.68211559207779, 116, 79, 60, 'Male', 58.69722885431955, 1.7417184461236865, 0.12545119401274507, 37, 19.34914127542027, 91.33333333333333, 'Low Risk'),
(177718, 61, 12, '56:46.2', 36.52353052939253, 98.4971049, 113, 76, 24, 'Male', 66.22092390657902, 1.7674832380249077, 0.051710380004459426, 37, 21.197499221846787, 88.33333333333333, 'Low Risk'),
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(177726, 83, 15, '48:46.2', 36.949268791171704, 96.26437965276841, 133, 76, 78, 'Male', 98.74870133213534, 1.5980318962205642, 0.1333516508349557, 57, 38.66878317257829, 95, 'High Risk'),
(177727, 80, 13, '47:46.2', 36.25516654775425, 99.08306379789049, 137, 88, 70, 'Female', 96.87656030683641, 1.9751452147807402, 0.082016509, 49, 24.83251169, 104.33333333333333, 'Low Risk'),
(177728, 80, 19, '46:46.2', 36.46046944420635, 95.69615653, 126, 87, 64, 'Male', 80.53056168136968, 1.860015561616219, 0.097078602, 39, 23.27703034650843, 100, 'Low Risk'),
(177729, 76, 18, '45:46.2', 36.71312547317316, 95.29464183578759, 122, 75, 21, 'Male', 67.70211001, 1.548697049402203, 0.072089023, 47, 28.227295016656395, 90.66666666666667, 'Low Risk'),
(177730, 99, 17, '44:46.2', 36.25584966794788, 99.78670881963843, 122, 82, 36, 'Female', 81.99547313822517, 1.734790875906471, 0.10981021193600707, 40, 27.245552399147464, 95.33333333333333, 'High Risk'),
(177731, 86, 16, '43:46.2', 37.11955199422937, 97.76653071990351, 130, 70, 69, 'Female', 97.23833080017249, 1.8995656938556014, 0.088082319, 60, 26.948144029469933, 90, 'Low Risk'),
(177732, 62, 17, '42:46.2', 37.07866914801467, 98.99856233183141, 116, 85, 44, 'Female', 89.11491804480868, 1.8972292644337727, 0.069058469, 31, 24.757727707420997, 95.33333333333333, 'Low Risk'),
(177733, 89, 18, '41:46.2', 36.35484743678348, 97.26508437254778, 132, 79, 27, 'Male', 86.96547045257556, 1.9810899951737058, 0.13334742606005967, 53, 22.158402209623397, 96.66666666666666, 'Low Risk'),
(177734, 75, 18, '40:46.2', 37.29292906770071, 98.26020941158475, 124, 74, 64, 'Female', 56.198557026478966, 1.528575610716962, 0.087746481, 50, 24.052006516253922, 90.66666666666666, 'Low Risk'),
(177735, 85, 15, '39:46.2', 36.622160816759106, 99.52707637373781, 132, 82, 75, 'Female', 56.75212811670319, 1.6777681931909267, 0.1221678333113171, 50, 20.161286343943758, 98.66666666666666, 'Low Risk'),
(177736, 98, 12, '38:46.2', 36.741013625538905, 95.70231392377828, 127, 79, 64, 'Female', 74.76646317588613, 1.984279597944076, 0.0921605, 48, 18.988956636769725, 95, 'High Risk'),
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(177738, 81, 19, '36:46.2', 36.16014600037992, 96.35526841757918, 115, 75, 80, 'Female', 80.56091978059467, 1.860992061424291, 0.1161798401216072, 40, 23.26137458577324, 88.33333333333333, 'Low Risk'),
(177739, 94, 19, '35:46.2', 36.808208948819086, 97.47379156, 135, 89, 55, 'Male', 74.84342765127606, 1.8352791128520147, 0.13137297932317266, 46, 22.220274769693443, 104.33333333333333, 'High Risk'),
(177740, 75, 19, '34:46.2', 36.10805433771404, 96.99231955169016, 112, 74, 23, 'Male', 90.67850072088912, 1.8298425040224586, 0.11260091879859958, 38, 27.08176145355589, 86.66666666666667, 'Low Risk'),
(177741, 73, 19, '33:46.2', 36.80973154665429, 97.42651008095604, 123, 87, 22, 'Female', 75.8081266, 1.8973842693380871, 0.13292526488098994, 36, 21.057420660161235, 99, 'Low Risk'),
(177742, 90, 14, '32:46.2', 37.19704611519093, 95.26236216525938, 139, 84, 35, 'Female', 75.23089925944295, 1.852185602707962, 0.09217496, 55, 21.929425030231076, 102.33333333333333, 'Low Risk'),
(177743, 70, 13, '31:46.2', 36.725881704159136, 96.63379324, 138, 79, 86, 'Male', 74.36685397110973, 1.9188199064937808, 0.126120956, 59, 20.198121425511946, 98.66666666666666, 'Low Risk'),
(177744, 76, 19, '30:46.2', 37.086709085456164, 99.88639346487346, 120, 80, 36, 'Female', 60.40585694609065, 1.7274039688327751, 0.11947764969891872, 40, 20.243762039637346, 93.33333333333333, 'Low Risk'),
(177745, 96, 13, '29:46.2', 36.38067348147149, 99.91399043495906, 113, 78, 20, 'Male', 97.83732688100076, 1.8013974147604965, 0.068602142, 35, 30.149874456406582, 89.66666666666667, 'High Risk'),
(177746, 70, 13, '28:46.2', 37.29943478280423, 99.77277772669373, 127, 76, 43, 'Female', 77.26502879531066, 1.627765446028457, 0.14980077987819734, 51, 29.160792365783614, 93, 'Low Risk'),
(177747, 83, 15, '27:46.2', 37.14988864078626, 96.24440706303615, 139, 78, 49, 'Female', 95.97005574616051, 1.6543977837825372, 0.069739371, 61, 35.06354869069332, 98.33333333333333, 'High Risk'),
(177748, 67, 16, '26:46.2', 36.44997505, 97.77494794148146, 116, 72, 73, 'Female', 99.90183124432153, 1.9703362104884237, 0.1114236691609777, 44, 25.73313933242755, 86.66666666666667, 'Low Risk'),
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(177752, 73, 13, '22:46.2', 37.34999531, 96.19651781796716, 116, 84, 46, 'Female', 58.90675731560228, 1.653002213709461, 0.075989708, 32, 21.55848540215431, 94.66666666666667, 'Low Risk'),
(177753, 71, 14, '21:46.2', 36.76606609, 95.62872935609889, 114, 73, 37, 'Female', 62.40195380892746, 1.525910145358433, 0.073730556, 41, 26.800337711115038, 86.66666666666667, 'Low Risk'),
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(177759, 96, 14, '15:46.2', 37.05872112357295, 98.18352529560055, 129, 71, 32, 'Male', 93.42266658, 1.9408722120611541, 0.073360769, 58, 24.800382262529176, 90.33333333333333, 'High Risk'),
(177760, 92, 14, '14:46.2', 36.948997952920045, 99.06219137892009, 136, 80, 57, 'Female', 87.57580699634337, 1.8999665528711245, 0.088343087, 56, 24.26008044413976, 98.66666666666666, 'High Risk'),
(177761, 64, 12, '13:46.2', 37.07910200849532, 96.49808321905861, 113, 89, 18, 'Male', 51.13699824746564, 1.7892941731295642, 0.063979025, 24, 15.972457306802369, 97, 'High Risk'),
(177762, 92, 17, '12:46.2', 36.826123988971766, 97.16440140354439, 129, 87, 59, 'Male', 52.13354216, 1.885246984227804, 0.12436723112221963, 42, 14.668331763639836, 101, 'High Risk'),
(177763, 73, 19, '11:46.2', 36.61307250290396, 95.25307940135804, 136, 83, 79, 'Male', 96.62466604433251, 1.654390589243869, 0.13778373583689085, 53, 35.30302367215392, 100.66666666666666, 'High Risk'),
(177764, 93, 18, '10:46.2', 36.00284683137221, 99.93191194137673, 118, 88, 87, 'Female', 62.22125417949755, 1.872524069828227, 0.13900875011334096, 30, 17.74532439804945, 98, 'High Risk'),
(177765, 98, 17, '09:46.2', 36.21172973, 95.62496063644325, 119, 71, 87, 'Female', 56.734277296956755, 1.7290118735857318, 0.12544525036186677, 48, 18.97796212763569, 87, 'High Risk'),
(177766, 62, 19, '08:46.2', 36.56785262069565, 98.76085065938975, 120, 74, 74, 'Female', 60.49478587938067, 1.8413515512237177, 0.1057044488202694, 46, 17.842040459340325, 89.33333333333333, 'High Risk'),
(177767, 73, 12, '07:46.2', 36.039839072337514, 95.64117995786526, 115, 77, 72, 'Male', 53.30080015022635, 1.804212424764291, 0.075061108, 38, 16.374135883716022, 89.66666666666667, 'High Risk'),
(177768, 88, 14, '06:46.2', 36.62039086853935, 99.89473571802246, 137, 80, 28, 'Female', 97.36844439509883, 1.7512640350713577, 0.087393085, 57, 31.747897819361704, 99, 'High Risk'),
(177769, 79, 15, '05:46.2', 36.72195291364823, 97.44658076795652, 112, 73, 32, 'Male', 67.78475957, 1.5696727804290695, 0.14343334158822302, 39, 27.511470574987122, 86, 'Low Risk'),
(177770, 85, 16, '04:46.2', 37.37539486242332, 97.55666354, 135, 86, 67, 'Female', 53.983166228546764, 1.8960302286214874, 0.1406579368884298, 49, 15.016469528060265, 102.33333333333333, 'High Risk'),
(177771, 73, 12, '03:46.2', 36.609776556290086, 96.84758369663818, 123, 75, 57, 'Female', 83.78104409624007, 1.9690663487639086, 0.078136116, 48, 21.60852226665907, 91, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(177773, 65, 15, '01:46.2', 37.08563730777018, 95.95956963950906, 110, 81, 20, 'Female', 85.48692865616664, 1.8941440537226557, 0.134162353, 29, 23.82723808013453, 90.66666666666667, 'Low Risk'),
(177774, 64, 15, '00:46.2', 36.92570128415611, 97.97335075716825, 139, 79, 79, 'Male', 79.92849625104733, 1.645865035397082, 0.13791302345096512, 60, 29.506194706839818, 99, 'Low Risk'),
(177775, 73, 13, '59:46.2', 36.70607131009524, 97.48236078867357, 125, 85, 86, 'Male', 73.47013491, 1.5610108175497157, 0.10100379569120668, 40, 30.15081194905297, 98.33333333333333, 'High Risk'),
(177776, 61, 14, '58:46.2', 36.82461639940023, 97.83458804590322, 138, 72, 81, 'Female', 74.96252887490004, 1.6011377659159156, 0.1207050696348773, 66, 29.240636805793173, 94, 'Low Risk'),
(177777, 64, 16, '57:46.2', 37.192522492451715, 95.30156756293493, 132, 72, 22, 'Male', 93.17171739950987, 1.6814105848072889, 0.13306021786220418, 60, 32.95615574839201, 92, 'High Risk'),
(177778, 80, 16, '56:46.2', 36.2231729, 95.61331245711808, 128, 73, 86, 'Female', 98.96254427903912, 1.8492909613121236, 0.096203911, 55, 28.93745668473904, 91.33333333333333, 'Low Risk'),
(177779, 94, 13, '55:46.2', 37.042417736890826, 98.45292370869197, 121, 74, 34, 'Female', 54.12874961086368, 1.9591439580343706, 0.10990772497350258, 47, 14.102473638258585, 89.66666666666667, 'High Risk'),
(177780, 82, 14, '54:46.2', 36.75867730731018, 97.89191897429289, 128, 80, 88, 'Male', 94.85754304, 1.9431312678732278, 0.099966306, 48, 25.12277396987424, 96, 'Low Risk'),
(177781, 69, 17, '53:46.2', 36.33067387025064, 98.69450195145279, 119, 83, 67, 'Male', 50.75781820456039, 1.5744586223831358, 0.054936455188197064, 36, 20.475779434070535, 95, 'Low Risk'),
(177782, 80, 17, '52:46.2', 36.06049710707473, 97.04364574013618, 123, 86, 44, 'Male', 88.92040645338719, 1.729918053004347, 0.070155024, 37, 29.713265078070066, 98.33333333333333, 'Low Risk'),
(177783, 64, 18, '51:46.2', 36.97277513564791, 98.51507347396043, 120, 74, 80, 'Female', 78.22136052615065, 1.696052339892205, 0.090124741, 46, 27.192357713340343, 89.33333333333333, 'Low Risk'),
(177784, 86, 15, '50:46.2', 37.20234491752952, 96.28987575260231, 110, 81, 65, 'Female', 79.60523756462933, 1.6754034430743572, 0.087467371, 29, 28.359778564550833, 90.66666666666667, 'Low Risk'),
(177785, 61, 15, '49:46.2', 36.145874141821935, 95.47316733564573, 137, 89, 52, 'Male', 70.21638702, 1.5443269734779093, 0.081251436, 48, 29.441502190120467, 105, 'Low Risk'),
(177786, 98, 16, '48:46.2', 36.238855900315706, 96.37454168867659, 124, 81, 77, 'Female', 92.80773746812639, 1.8463438692540715, 0.14649117436954917, 43, 27.224443304780046, 95.33333333333333, 'High Risk'),
(177787, 91, 18, '47:46.2', 36.958571632550196, 95.42567508006485, 127, 71, 44, 'Female', 68.95518026557804, 1.6918503972876564, 0.12006909650086421, 56, 24.090342956187932, 89.66666666666666, 'High Risk'),
(177788, 94, 14, '46:46.2', 36.70785736284621, 99.88531081227856, 130, 83, 69, 'Female', 86.06678184, 1.5226207451407583, 0.11593695198902003, 47, 37.12377049887932, 98.66666666666667, 'High Risk'),
(177789, 80, 12, '45:46.2', 36.06231895806725, 97.88141656827405, 112, 72, 64, 'Male', 80.34621533710299, 1.6276109608879752, 0.053192012, 40, 30.329427500587432, 85.33333333333333, 'High Risk'),
(177790, 82, 17, '44:46.2', 37.05116114556336, 95.32425636195816, 135, 83, 85, 'Male', 93.54592491745117, 1.9060127037704437, 0.1330146028474897, 52, 25.74976628045164, 100.33333333333333, 'Low Risk'),
(177791, 90, 13, '43:46.2', 36.359368135748774, 98.66336383982485, 133, 70, 80, 'Male', 76.00519845077065, 1.720004659227597, 0.065040899, 63, 25.69117992, 91, 'Low Risk'),
(177792, 81, 13, '42:46.2', 37.33066733476597, 95.05974757670761, 133, 89, 63, 'Male', 75.83947586551817, 1.5213497636701192, 0.062439987, 44, 32.76703765028795, 103.66666666666667, 'High Risk'),
(177793, 95, 18, '41:46.2', 37.028304637383144, 96.67187206858019, 122, 72, 39, 'Female', 66.00835577770296, 1.6155315976690583, 0.054829772, 50, 25.291116469696245, 88.66666666666666, 'High Risk'),
(177794, 86, 16, '40:46.2', 36.28964261528234, 98.20846418278789, 110, 86, 59, 'Female', 82.96645866535988, 1.7662898006256875, 0.13458596055145072, 24, 26.593691770792997, 94, 'Low Risk'),
(177795, 94, 14, '39:46.2', 37.08316021101225, 95.23501452510955, 112, 74, 64, 'Female', 98.72650031897217, 1.550250738278773, 0.071647991, 38, 41.079944541548834, 86.66666666666667, 'High Risk'),
(177796, 73, 19, '38:46.2', 36.04204342756497, 95.02690963044942, 123, 70, 26, 'Female', 62.58504161514132, 1.8607649423235662, 0.074457782, 53, 18.075383278709552, 87.66666666666666, 'High Risk'),
(177797, 79, 13, '37:46.2', 36.685403698969104, 97.22566513203176, 121, 80, 58, 'Male', 86.48438693, 1.7008825567724222, 0.13372428063331004, 41, 29.89434598238684, 93.66666666666667, 'Low Risk'),
(177798, 86, 16, '36:46.2', 36.92627542633132, 99.54724462, 135, 86, 80, 'Male', 99.82987921040176, 1.870838839, 0.082873691, 49, 28.52251328443294, 102.33333333333333, 'Low Risk'),
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(177974, 86, 15, '40:46.2', 36.81806412312265, 96.36755070402396, 133, 86, 31, 'Male', 99.12904938071665, 1.574704128571555, 0.099301531, 47, 39.97633807140413, 101.66666666666667, 'High Risk'),
(177975, 61, 18, '39:46.2', 36.90562113994806, 95.13078637436259, 128, 87, 86, 'Female', 58.338603457717525, 1.7777463230575958, 0.10745429199529666, 41, 18.45935195748408, 100.66666666666667, 'High Risk'),
(177976, 78, 19, '38:46.2', 37.33919005957278, 99.06749139857018, 122, 72, 56, 'Male', 82.94169504, 1.5230101381109946, 0.104526082, 50, 35.75751405469715, 88.66666666666666, 'High Risk'),
(177977, 98, 17, '37:46.2', 36.72926547806132, 98.75471353840213, 118, 88, 76, 'Female', 84.28424283520985, 1.8248712729346475, 0.05231496, 30, 25.309404131426728, 98, 'High Risk'),
(177978, 61, 13, '36:46.2', 37.06069636, 99.13073762813715, 131, 85, 35, 'Male', 95.84810928721595, 1.944828060760201, 0.10831810696554123, 46, 25.340846968354768, 100.33333333333333, 'Low Risk'),
(177979, 84, 18, '35:46.2', 37.28665699616877, 96.42533643914972, 114, 75, 77, 'Male', 97.65338041382184, 1.7351759718926456, 0.084820161, 39, 32.433979019232396, 88, 'High Risk'),
(177980, 64, 12, '34:46.2', 36.503664443572916, 99.87893424, 117, 85, 45, 'Female', 50.27036434530609, 1.9130191540267187, 0.12449908351120559, 32, 13.736414777362018, 95.66666666666667, 'High Risk'),
(177981, 82, 15, '33:46.2', 37.23261444780534, 99.77083706590658, 136, 78, 42, 'Male', 98.79675401561695, 1.9843281627180833, 0.093177441, 58, 25.090867882664444, 97.33333333333333, 'Low Risk'),
(177982, 77, 19, '32:46.2', 36.849128563762456, 98.10701959780681, 117, 87, 69, 'Male', 94.87630422, 1.983233786543685, 0.14542819601288853, 30, 24.121812312958973, 97, 'Low Risk'),
(177983, 80, 15, '31:46.2', 36.27178696321621, 98.65832961714905, 122, 84, 67, 'Female', 79.35254317804824, 1.8228517597556044, 0.09294594, 38, 23.881310011005876, 96.66666666666667, 'Low Risk'),
(177984, 98, 13, '30:46.2', 36.23371962180295, 95.80946417, 128, 70, 26, 'Male', 81.84450147911696, 1.580222465455077, 0.13363125957886782, 58, 32.77578063752478, 89.33333333333333, 'High Risk'),
(177985, 80, 15, '29:46.2', 37.08885173076446, 95.60511045748724, 133, 82, 22, 'Male', 59.765278856985866, 1.8353384842146778, 0.094706729, 51, 17.74257328867924, 99, 'High Risk'),
(177986, 79, 16, '28:46.2', 36.83987962, 98.70439101404834, 136, 89, 62, 'Female', 65.71630330651907, 1.8148667673205368, 0.11804021117570683, 47, 19.951871037361027, 104.66666666666667, 'Low Risk'),
(177987, 63, 14, '27:46.2', 36.87558359620629, 98.28883061495286, 113, 81, 53, 'Female', 94.59361074829012, 1.8594402869240212, 0.11266071054658211, 32, 27.35881803255986, 91.66666666666667, 'Low Risk'),
(177988, 76, 13, '26:46.2', 37.48765491800591, 97.79306959558207, 113, 74, 35, 'Female', 81.14943102056424, 1.9108270772148879, 0.1069159788381015, 39, 22.225047894533002, 87, 'Low Risk'),
(177989, 63, 15, '25:46.2', 37.14037153852011, 96.11141086856104, 132, 71, 66, 'Male', 51.852098445431785, 1.5672086484126417, 0.063076571, 61, 21.111189189882076, 91.33333333333333, 'Low Risk'),
(177990, 62, 13, '24:46.2', 37.16457740301664, 97.52029432859018, 113, 83, 39, 'Male', 60.56895101324801, 1.7722157656543933, 0.092404312, 30, 19.28487644582804, 93, 'Low Risk'),
(177991, 90, 19, '23:46.2', 37.40089075503158, 98.38412424330471, 113, 85, 35, 'Female', 51.85469782338183, 1.9914971366810474, 0.089478948, 28, 13.074609756279921, 94.33333333333333, 'High Risk'),
(177992, 96, 15, '22:46.2', 36.588616501318675, 97.25350804967097, 130, 74, 89, 'Male', 73.58346504463807, 1.5007601031952187, 0.078548491, 56, 32.67064310591365, 92.66666666666666, 'High Risk'),
(177993, 90, 16, '21:46.2', 36.853061898121126, 97.40969853383525, 122, 76, 54, 'Male', 84.06235391508018, 1.6169452559203064, 0.11386970408566228, 46, 32.15221623786351, 91.33333333333333, 'High Risk'),
(177994, 79, 13, '20:46.2', 36.413978328817414, 95.83645359030942, 126, 86, 67, 'Male', 75.66454042229114, 1.9213586411022239, 0.079277754, 40, 20.49630253115528, 99.33333333333333, 'Low Risk'),
(177995, 88, 19, '19:46.2', 36.909608029750466, 97.95944537782925, 130, 81, 67, 'Male', 51.06569743337653, 1.7972859325142716, 0.099516122, 49, 15.808654847615111, 97.33333333333333, 'High Risk'),
(177996, 62, 13, '18:46.2', 36.43220160473353, 98.01004032227168, 130, 85, 40, 'Female', 93.80689318, 1.7848677777468511, 0.050874079, 45, 29.44575227599615, 100, 'Low Risk'),
(177997, 79, 13, '17:46.2', 37.15283297602016, 99.65302035689302, 111, 88, 59, 'Male', 92.81579453645367, 1.6315439521066086, 0.077094615, 23, 34.867782743298186, 95.66666666666667, 'High Risk'),
(177998, 93, 14, '16:46.2', 36.060807908443664, 99.13595383, 128, 72, 73, 'Male', 72.16110958235932, 1.7450782333675479, 0.14881059675419067, 56, 23.69591042352517, 90.66666666666666, 'High Risk'),
(177999, 63, 17, '15:46.2', 36.84793264908217, 97.56337478365235, 116, 72, 36, 'Female', 87.41516704903373, 1.7776829862344818, 0.12213996307108856, 44, 27.661654972800523, 86.66666666666667, 'Low Risk'),
(178000, 83, 12, '14:46.2', 36.64827896833025, 95.78557435224269, 116, 86, 85, 'Female', 57.28604251876746, 1.5763827042662983, 0.061022237, 30, 23.052896398797767, 96, 'Low Risk'),
(178001, 60, 14, '13:46.2', 37.13620050273911, 98.78309961396145, 139, 77, 60, 'Female', 50.878542841793944, 1.9230359204292147, 0.088865468, 62, 13.758144663339717, 97.66666666666666, 'High Risk'),
(178002, 95, 19, '12:46.2', 36.193510181208744, 98.57454956759207, 116, 76, 84, 'Male', 55.514018281085406, 1.575473076569643, 0.095786956, 40, 22.365607153355914, 89.33333333333333, 'High Risk'),
(178003, 83, 13, '11:46.2', 36.15962714201874, 99.92604594095059, 126, 82, 36, 'Male', 92.33915664019435, 1.9244800819473187, 0.13024047281855045, 44, 24.932111620071808, 96.66666666666667, 'Low Risk'),
(178004, 60, 13, '10:46.2', 36.81498128188349, 99.33854502884866, 136, 88, 67, 'Female', 81.11030346122665, 1.9221627176130551, 0.083571961, 48, 21.95309351824284, 104, 'Low Risk'),
(178005, 92, 13, '09:46.2', 36.28311286981362, 98.73544385217988, 127, 77, 57, 'Male', 66.16575319783297, 1.550204698063112, 0.10012303056254766, 50, 27.53310323752644, 93.66666666666666, 'High Risk'),
(178006, 76, 15, '08:46.2', 36.58510744971529, 99.87522166756948, 122, 71, 37, 'Male', 53.598981796670145, 1.8888421597888516, 0.11504986081667286, 51, 15.02329530292118, 88, 'High Risk'),
(178007, 89, 18, '07:46.2', 36.572415678914936, 99.46128235412391, 122, 79, 73, 'Male', 78.08704922181239, 1.967984378774481, 0.069333569, 43, 20.16209785593252, 93.33333333333333, 'Low Risk'),
(178008, 99, 19, '06:46.2', 37.31012499700581, 98.55808212024382, 124, 80, 21, 'Male', 63.70950577659027, 1.840013615696669, 0.14611371741956042, 44, 18.81751031054345, 94.66666666666667, 'High Risk'),
(178009, 95, 14, '05:46.2', 37.46756889739868, 95.93700231590229, 120, 75, 42, 'Female', 89.11645228471846, 1.9657336050950112, 0.1269725765932457, 45, 23.062615823409875, 90, 'High Risk'),
(178010, 91, 16, '04:46.2', 37.164047652821814, 99.13100170582275, 110, 89, 60, 'Male', 61.506165860834905, 1.728793937178942, 0.057187526, 21, 20.579375587142113, 96, 'High Risk'),
(178011, 76, 18, '03:46.2', 37.00526806129446, 99.49707437691058, 129, 82, 34, 'Male', 96.35456980149327, 1.8097057742679838, 0.1078534694782911, 47, 29.420928360399067, 97.66666666666667, 'Low Risk'),
(178012, 67, 18, '02:46.2', 36.66983226062504, 99.05498577501197, 135, 86, 33, 'Female', 60.41059163811948, 1.7077272303136293, 0.12520974722655864, 49, 20.714577615149622, 102.33333333333333, 'Low Risk'),
(178013, 72, 14, '01:46.2', 36.17619355724584, 96.94060220097528, 128, 75, 70, 'Female', 84.23501028633922, 1.5308827514924448, 0.13864738256333417, 53, 35.94254072528374, 92.66666666666666, 'High Risk'),
(178014, 81, 14, '00:46.2', 36.46176923336521, 96.74970397, 129, 73, 89, 'Female', 84.30772644964674, 1.6808393728788584, 0.14913633089024336, 56, 29.84110854571835, 91.66666666666666, 'Low Risk'),
(178015, 91, 14, '59:46.2', 37.08014467688836, 95.30826877916728, 138, 84, 64, 'Female', 92.43537590359546, 1.57070756, 0.14416067768042065, 54, 37.46688122315069, 102, 'High Risk'),
(178016, 87, 14, '58:46.2', 37.032980771268385, 97.28645009807846, 132, 85, 72, 'Female', 54.018819671180566, 1.8277623414565423, 0.10718782219176436, 47, 16.16983693957678, 100.66666666666667, 'High Risk'),
(178017, 82, 13, '57:46.2', 37.24491418361669, 97.96155623299863, 113, 89, 47, 'Male', 72.38366355878486, 1.7982314278077967, 0.082201955, 24, 22.384602831210337, 97, 'Low Risk'),
(178018, 72, 17, '56:46.2', 37.41953901501425, 99.25535268740353, 120, 88, 59, 'Male', 99.29134541378362, 1.761130881320262, 0.10233762096558166, 32, 32.01312943444829, 98.66666666666667, 'High Risk'),
(178019, 84, 13, '55:46.2', 36.40162644751945, 96.08822132, 138, 80, 52, 'Female', 80.14422780559671, 1.8074320297660202, 0.099933547, 58, 24.532866773177723, 99.33333333333333, 'Low Risk'),
(178020, 67, 16, '54:46.2', 36.52382197, 96.97965084578819, 117, 82, 53, 'Male', 97.08672365638607, 1.750433308112409, 0.14598943572966971, 35, 31.686094126174794, 93.66666666666667, 'High Risk'),
(178021, 91, 19, '53:46.2', 37.344197586255866, 97.63466825934891, 122, 77, 53, 'Female', 69.05774953826601, 1.6990836807332437, 0.098266636, 45, 23.921195706429817, 92, 'High Risk'),
(178022, 93, 12, '52:46.2', 36.08691237392077, 99.74831604895532, 119, 71, 60, 'Female', 92.22343722685903, 1.6637205461615066, 0.058812205, 48, 33.31812434487096, 87, 'High Risk'),
(178023, 76, 16, '51:46.2', 36.23630726711361, 95.86488635079047, 138, 75, 52, 'Male', 86.97682348214673, 1.8172979668727274, 0.060641633, 63, 26.336087784074866, 96, 'Low Risk'),
(178024, 86, 19, '50:46.2', 37.00845169152312, 99.36492504272175, 128, 78, 55, 'Female', 56.194636754264316, 1.6627402398115485, 0.13412486822670297, 50, 20.325725391411734, 94.66666666666666, 'Low Risk'),
(178025, 98, 15, '49:46.2', 37.14224512218009, 97.56359170206008, 119, 89, 33, 'Male', 88.07297399, 1.8171415420049244, 0.069528328, 30, 26.67258744274764, 99, 'High Risk'),
(178026, 68, 17, '48:46.2', 36.927711914896825, 97.66004792, 115, 86, 67, 'Female', 52.019007329062575, 1.7729764432616528, 0.11691777762935587, 29, 16.54840456201383, 95.66666666666667, 'High Risk'),
(178027, 96, 14, '47:46.2', 37.00786075419045, 95.62737624987702, 134, 85, 71, 'Male', 81.66634775089565, 1.7160315810613678, 0.1443362661660482, 49, 27.73272731287949, 101.33333333333333, 'High Risk'),
(178028, 73, 15, '46:46.2', 36.41129392338523, 98.00626129167028, 125, 73, 45, 'Female', 73.40984265024082, 1.5687940952159707, 0.14443876176876808, 52, 29.827880956299616, 90.33333333333333, 'Low Risk'),
(178029, 94, 16, '45:46.2', 36.47174557908642, 96.40977246242824, 129, 83, 51, 'Male', 75.28158038148443, 1.7956494741354327, 0.11872953619324067, 46, 23.347780530669255, 98.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(178031, 82, 17, '43:46.2', 36.73746897654274, 97.36239053684227, 132, 84, 87, 'Male', 56.21511371540823, 1.7310954820600002, 0.14638791578598875, 48, 18.75905892869918, 100, 'Low Risk'),
(178032, 72, 13, '42:46.2', 36.269737533070206, 99.91039063280871, 118, 87, 76, 'Female', 86.15739726322298, 1.8899061863222089, 0.09835131, 31, 24.12193137553687, 97.33333333333333, 'Low Risk'),
(178033, 78, 15, '41:46.2', 36.917037413962106, 97.15275726070357, 135, 76, 76, 'Male', 84.63453863188184, 1.7014086492175349, 0.14735291883227153, 59, 29.23683512274106, 95.66666666666666, 'Low Risk'),
(178034, 84, 16, '40:46.2', 36.09617958794707, 99.18635358449289, 129, 81, 44, 'Male', 85.94829903461246, 1.907594109155943, 0.12315802419615854, 48, 23.619208554300435, 97, 'Low Risk'),
(178035, 96, 16, '39:46.2', 37.21802446699823, 95.98384568453012, 136, 89, 45, 'Male', 75.71158491222243, 1.8020300784136631, 0.063173923, 47, 23.31515281081158, 104.66666666666667, 'High Risk'),
(178036, 94, 19, '38:46.2', 36.45693146724282, 96.21908713490598, 113, 71, 75, 'Female', 58.07362133, 1.947891277845471, 0.10293778190045333, 42, 15.305569103960018, 85, 'High Risk'),
(178037, 96, 12, '37:46.2', 37.33161115, 98.01569492165734, 118, 77, 62, 'Male', 67.31254127114184, 1.7256089332623865, 0.082053828, 41, 22.60534950616026, 90.66666666666667, 'High Risk'),
(178038, 77, 12, '36:46.2', 36.08833307986026, 96.7544277, 122, 76, 19, 'Male', 81.52649328358578, 1.7639162272707334, 0.095506227, 46, 26.202507332236326, 91.33333333333333, 'Low Risk'),
(178039, 75, 16, '35:46.2', 36.65758709988102, 98.98726522528774, 128, 88, 80, 'Female', 81.27950900138802, 1.843161878852356, 0.10372513482081706, 40, 23.92511931726092, 101.33333333333333, 'Low Risk'),
(178040, 91, 17, '34:46.2', 36.02725062703993, 98.76296393671834, 130, 81, 67, 'Male', 77.99062300766738, 1.664675694, 0.077275581, 49, 28.14382441001576, 97.33333333333333, 'High Risk'),
(178041, 79, 13, '33:46.2', 36.30964485, 99.64516723548603, 129, 71, 42, 'Male', 63.28603297822309, 1.6249580887545143, 0.055433167430940414, 58, 23.96754465040561, 90.33333333333333, 'Low Risk'),
(178042, 89, 14, '32:46.2', 37.45040182, 96.96393270280102, 135, 87, 62, 'Female', 76.31888935865483, 1.8820463175869804, 0.1244387066553016, 48, 21.54623672176622, 103, 'Low Risk'),
(178043, 71, 17, '31:46.2', 36.40733056638823, 98.46274650619212, 115, 78, 71, 'Female', 86.98586447166863, 1.859714978981328, 0.085754293, 37, 25.151037554930063, 90.33333333333333, 'Low Risk'),
(178044, 70, 18, '30:46.2', 36.704791353251494, 96.60476274797392, 134, 72, 79, 'Male', 52.01542591010735, 1.9234333658344727, 0.051578982, 62, 14.059758723937263, 92.66666666666666, 'High Risk'),
(178045, 67, 17, '29:46.2', 36.38220826679357, 95.32079898325877, 127, 85, 41, 'Male', 63.330921307884736, 1.6973250730501261, 0.053306053396827625, 42, 21.982938887223604, 99, 'Low Risk'),
(178046, 72, 17, '28:46.2', 37.07900929627065, 98.65490922830132, 120, 80, 89, 'Female', 58.56290388, 1.7100862, 0.10790552747625676, 40, 20.02564894766288, 93.33333333333333, 'Low Risk'),
(178047, 68, 14, '27:46.2', 36.67177647979114, 97.08229153, 122, 87, 62, 'Male', 73.42369173280552, 1.56176363, 0.073159338, 35, 30.10271086420247, 98.66666666666667, 'High Risk'),
(178048, 81, 17, '26:46.2', 36.59355131407534, 95.83784743027378, 134, 72, 57, 'Male', 50.00904076359011, 1.5341001118744737, 0.14952652482233636, 62, 21.249128415059694, 92.66666666666666, 'Low Risk'),
(178049, 60, 17, '25:46.2', 36.44386866534756, 98.24597433841798, 111, 78, 42, 'Female', 73.56756767011436, 1.9979303768026857, 0.085342136, 33, 18.430015369357537, 89, 'High Risk'),
(178050, 93, 16, '24:46.2', 36.77080087702179, 96.80158682814185, 114, 82, 61, 'Male', 94.87633587277266, 1.704860032, 0.079951274, 32, 32.64227694796945, 92.66666666666667, 'High Risk'),
(178051, 76, 12, '23:46.2', 36.394263074164016, 96.75882856655006, 110, 76, 85, 'Male', 69.11153693477445, 1.993415846220608, 0.099199231, 34, 17.392208717691997, 87.33333333333333, 'High Risk'),
(178052, 84, 14, '22:46.2', 37.114661765597994, 98.94269481154582, 120, 84, 38, 'Male', 84.73786342957945, 1.8718073337894126, 0.075192072, 36, 24.185508369476043, 96, 'Low Risk'),
(178053, 73, 18, '21:46.2', 36.66739165735621, 96.22762191794061, 136, 70, 49, 'Female', 81.02770772954037, 1.5369860658441579, 0.11976448131252666, 66, 34.29996622616726, 92, 'High Risk'),
(178054, 63, 13, '20:46.2', 36.63155466447998, 95.55324829363052, 122, 73, 58, 'Male', 76.04782506722516, 1.711999433681322, 0.090163814, 49, 25.946546702878276, 89.33333333333333, 'Low Risk'),
(178055, 93, 17, '19:46.2', 37.05679197636655, 95.66256194470007, 128, 84, 20, 'Female', 83.32263386473042, 1.7238983305141498, 0.052333116, 44, 28.037526145419132, 98.66666666666667, 'High Risk'),
(178056, 81, 15, '18:46.2', 36.47057972143283, 99.97438349, 139, 76, 69, 'Male', 79.64129352058214, 1.546389142518267, 0.096110183, 63, 33.304331568335144, 97, 'High Risk'),
(178057, 69, 16, '17:46.2', 36.36029470667922, 95.68527629, 135, 89, 69, 'Female', 61.96936165758241, 1.7519788462224228, 0.083649297, 46, 20.18920911326289, 104.33333333333333, 'Low Risk'),
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(178235, 71, 16, '19:46.2', 36.98554391201312, 98.60062190184408, 131, 84, 29, 'Female', 70.89237254335752, 1.9711338778110936, 0.067127147, 47, 18.24598303, 99.66666666666667, 'High Risk'),
(178236, 68, 19, '18:46.2', 36.53786147406342, 98.52488010452969, 137, 75, 62, 'Female', 79.91758826482474, 1.7543449282132275, 0.093736271, 62, 25.966439170757106, 95.66666666666666, 'Low Risk'),
(178237, 68, 17, '17:46.2', 37.00315375111618, 99.03642446040784, 116, 81, 53, 'Female', 91.79081947550557, 1.7345989684994403, 0.10785744698569533, 35, 30.507110808420133, 92.66666666666667, 'High Risk'),
(178238, 70, 17, '16:46.2', 36.30162694, 97.10362069956261, 123, 79, 49, 'Male', 61.98001554751447, 1.896567494, 0.059719237, 44, 17.23118223741531, 93.66666666666667, 'High Risk'),
(178239, 90, 16, '15:46.2', 36.22053592656444, 95.29085059293276, 122, 74, 82, 'Male', 89.85486700010756, 1.8053780108206694, 0.11136095081647751, 48, 27.568003081109794, 90, 'Low Risk'),
(178240, 72, 16, '14:46.2', 36.38548255135106, 96.15204814917719, 118, 71, 70, 'Male', 54.958708034303015, 1.628180490497198, 0.07074731, 47, 20.731533208951365, 86.66666666666667, 'Low Risk'),
(178241, 60, 13, '13:46.2', 37.27325325890676, 96.09946512486775, 123, 88, 63, 'Female', 87.39368457133034, 1.966136632620435, 0.069410106, 35, 22.607506270055328, 99.66666666666667, 'Low Risk'),
(178242, 64, 18, '12:46.2', 36.794243078394125, 95.08458379640891, 116, 70, 78, 'Male', 95.55695351061563, 1.656892791218695, 0.11117099429283393, 46, 34.80755183280912, 85.33333333333333, 'High Risk'),
(178243, 91, 12, '11:46.2', 37.217409061008084, 96.54898529, 111, 85, 59, 'Female', 56.257473673067516, 1.6275917220019704, 0.060364241, 26, 21.236809969256772, 93.66666666666667, 'High Risk'),
(178244, 64, 13, '10:46.2', 36.53696107853777, 97.66933327365413, 137, 83, 89, 'Female', 84.95268997994663, 1.7983754184039444, 0.097080823, 54, 26.267359611673392, 101, 'Low Risk'),
(178245, 81, 15, '09:46.2', 37.489534426501486, 96.36743904587331, 116, 74, 64, 'Female', 59.479409130224056, 1.8722836950687607, 0.081349434, 42, 16.967713992986862, 88, 'High Risk'),
(178246, 69, 13, '08:46.2', 36.996063522374975, 96.28989335614926, 117, 71, 55, 'Female', 90.78603614, 1.6997916849736985, 0.11266393701548146, 46, 31.421553546650127, 86.33333333333333, 'High Risk'),
(178247, 99, 18, '07:46.2', 36.86666814054577, 96.07627173005794, 112, 79, 64, 'Male', 98.84061094025512, 1.9791240668488583, 0.13968856132121893, 33, 25.23419071964713, 90, 'High Risk'),
(178248, 88, 16, '06:46.2', 36.83263632459274, 95.84397755916257, 124, 82, 40, 'Female', 85.37460430047598, 1.9961824422273822, 0.12316133580893326, 42, 21.42536558406943, 96, 'Low Risk'),
(178249, 66, 19, '05:46.2', 37.40067440292393, 96.36428496254835, 135, 86, 60, 'Female', 52.979057673291926, 1.5072543460357783, 0.078557307, 49, 23.32013927059529, 102.33333333333333, 'Low Risk'),
(178250, 68, 13, '04:46.2', 36.42053462663126, 96.76089873567628, 133, 73, 80, 'Male', 64.93160912870569, 1.8406614818837805, 0.13220920133014558, 60, 19.164977650107076, 93, 'Low Risk'),
(178251, 72, 12, '03:46.2', 36.067003868219786, 97.39632924194757, 111, 78, 73, 'Male', 73.51717511, 1.8412253163897145, 0.067963277, 33, 21.685774405689642, 89, 'Low Risk'),
(178252, 85, 13, '02:46.2', 36.24686254343646, 97.43574989817903, 120, 83, 89, 'Female', 69.85893281036428, 1.7166258321236372, 0.051510586949973826, 37, 23.706675755369584, 95.33333333333333, 'Low Risk'),
(178253, 83, 13, '01:46.2', 37.45953324936921, 96.64170713984215, 138, 85, 73, 'Female', 93.58908217768304, 1.8788556160642569, 0.14833885713602335, 53, 26.511748649258088, 102.66666666666666, 'Low Risk'),
(178254, 60, 15, '00:46.2', 36.18361750976859, 96.05443072773683, 130, 87, 86, 'Male', 74.98970113340118, 1.7575735093615235, 0.095246256, 43, 24.275860123714587, 101.33333333333333, 'Low Risk'),
(178255, 90, 19, '59:46.2', 36.58457351732604, 96.06275910298774, 122, 89, 44, 'Female', 90.44587711330784, 1.6000681441554707, 0.082523831, 33, 35.32741148752892, 100, 'High Risk'),
(178256, 80, 14, '58:46.2', 36.08482640715544, 96.94333790856832, 114, 75, 72, 'Male', 60.076574551598085, 1.6371142641884542, 0.070780088, 39, 22.41543529432195, 88, 'Low Risk'),
(178257, 94, 13, '57:46.2', 36.04022749225684, 97.68013573338071, 139, 73, 69, 'Female', 81.90082122816293, 1.5688358361653993, 0.087694307, 66, 33.27616385906062, 95, 'High Risk'),
(178258, 70, 13, '56:46.2', 36.30964223845959, 98.82130654, 125, 88, 73, 'Male', 95.13441479861575, 1.7966139468640947, 0.064748299, 37, 29.473256085662378, 100.33333333333333, 'Low Risk'),
(178259, 99, 16, '55:46.2', 36.301143144431094, 96.04108428, 133, 76, 22, 'Female', 69.38042555229896, 1.5963270886004528, 0.12046507167860775, 57, 27.22658630607913, 95, 'High Risk'),
(178260, 84, 19, '54:46.2', 36.101668479183516, 99.81693206542369, 128, 82, 72, 'Male', 50.47558654557001, 1.8905835917742424, 0.070853602, 46, 14.121785337377645, 97.33333333333333, 'High Risk'),
(178261, 81, 13, '53:46.2', 36.83503560203959, 99.16424138314028, 115, 84, 52, 'Male', 86.20388312535312, 1.7019434097443975, 0.12497095908605663, 31, 29.760251588798713, 94.33333333333333, 'Low Risk'),
(178262, 99, 15, '52:46.2', 36.515618750372845, 99.95471469084957, 139, 87, 58, 'Male', 95.14736432390504, 1.614780948, 0.11404629667294072, 52, 36.48963580880598, 104.33333333333333, 'High Risk'),
(178263, 92, 15, '51:46.2', 37.302125982624915, 99.61007438095265, 124, 82, 57, 'Male', 57.22371833662748, 1.9053705401023842, 0.067012561, 42, 15.76221264554113, 96, 'High Risk'),
(178264, 72, 18, '50:46.2', 36.009930855424564, 99.41812148785372, 137, 83, 55, 'Female', 50.16152703853249, 1.5377636598377222, 0.10766963617184835, 54, 21.212485671242455, 101, 'Low Risk'),
(178265, 99, 16, '49:46.2', 36.56641654702968, 95.77787237, 128, 83, 77, 'Male', 88.59957284, 1.5439114259665694, 0.090364112, 45, 37.16951253017722, 98, 'High Risk'),
(178266, 86, 16, '48:46.2', 37.075024215946506, 97.62726978823989, 122, 85, 59, 'Female', 58.83871702572877, 1.7356901461554015, 0.14791664374485403, 37, 19.53074449798687, 97.33333333333333, 'Low Risk'),
(178267, 72, 19, '47:46.2', 37.158396896376914, 96.49895850236749, 132, 72, 56, 'Female', 52.07842679682605, 1.732127266138908, 0.053164936, 60, 17.35794308870135, 92, 'High Risk'),
(178268, 79, 16, '46:46.2', 36.87705828481781, 99.20818406, 136, 77, 56, 'Female', 69.10409233816236, 1.9700217608980988, 0.13797118557011062, 59, 17.805809398938212, 96.66666666666666, 'High Risk'),
(178269, 85, 18, '45:46.2', 36.647900378018726, 95.04885629613692, 116, 78, 87, 'Male', 59.84367318994358, 1.5159300779362495, 0.10117934052132697, 38, 26.04113461661642, 90.66666666666667, 'Low Risk'),
(178270, 83, 15, '44:46.2', 37.13260631737471, 95.03100245902503, 138, 87, 25, 'Male', 77.58810611, 1.7573167984557705, 0.12605788078238944, 51, 25.124361293327592, 104, 'Low Risk'),
(178271, 74, 19, '43:46.2', 36.997905129106385, 96.68075395675073, 123, 75, 49, 'Female', 53.32237251006835, 1.5419845370002756, 0.055273019, 48, 22.42587655775193, 91, 'Low Risk'),
(178272, 79, 17, '42:46.2', 37.33431242560617, 99.90474905281397, 136, 83, 60, 'Male', 89.95949248072205, 1.7642147510514459, 0.14635221268023627, 53, 28.90307824741114, 100.66666666666666, 'Low Risk'),
(178273, 72, 16, '41:46.2', 36.005425377256564, 99.2534255, 115, 85, 85, 'Male', 66.57186908651076, 1.576313007653739, 0.095496524, 30, 26.792043013789257, 95, 'Low Risk'),
(178274, 88, 14, '40:46.2', 36.44730205461764, 95.29706276353419, 139, 77, 82, 'Male', 83.94161795646086, 1.5758572096965908, 0.11880639187681999, 62, 33.80209437007191, 97.66666666666666, 'High Risk'),
(178275, 92, 14, '39:46.2', 37.21504561, 95.14554967411765, 130, 86, 24, 'Female', 67.32066800029855, 1.778159235643076, 0.099572906, 44, 21.29154207473802, 100.66666666666667, 'High Risk'),
(178276, 96, 19, '38:46.2', 36.86469829, 98.45082039696287, 122, 71, 80, 'Male', 90.85800336099146, 1.8798982572187533, 0.096619824, 51, 25.709551368604977, 88, 'High Risk'),
(178277, 98, 12, '37:46.2', 36.78563964, 97.18639765, 126, 79, 34, 'Male', 96.52199461, 1.9347928378094943, 0.146102389, 47, 25.78441875930652, 94.66666666666667, 'High Risk'),
(178278, 90, 14, '36:46.2', 36.17334624638728, 96.22210415867168, 133, 72, 46, 'Male', 78.07485308, 1.8775591309440718, 0.09348165, 61, 22.147460151252353, 92.33333333333333, 'Low Risk'),
(178279, 76, 14, '35:46.2', 37.26981536552941, 96.57289267, 134, 81, 76, 'Male', 94.71051052715072, 1.7592944080368496, 0.1369077374713521, 53, 30.599979326844565, 98.66666666666666, 'High Risk'),
(178280, 82, 17, '34:46.2', 36.98333722946946, 96.42953431165259, 113, 72, 21, 'Male', 98.71215581439955, 1.6456213571397895, 0.1311043479610012, 41, 36.45111408978313, 85.66666666666667, 'High Risk'),
(178281, 79, 15, '33:46.2', 37.48301463394849, 99.07046628647892, 120, 78, 83, 'Female', 97.44755945886823, 1.6884829357157685, 0.064544223, 42, 34.18043732539304, 92, 'High Risk'),
(178282, 67, 12, '32:46.2', 36.149288225975205, 95.82037918593993, 134, 83, 41, 'Male', 53.026886777900486, 1.5358934245360392, 0.073837248, 51, 22.47884372799665, 100, 'Low Risk'),
(178283, 93, 17, '31:46.2', 37.077074165663184, 98.37149714, 125, 70, 24, 'Female', 72.79591571323196, 1.576074859175073, 0.1031021504094363, 55, 29.305783077919166, 88.33333333333333, 'High Risk'),
(178284, 61, 17, '30:46.2', 37.13304801502219, 95.31360951890088, 126, 85, 47, 'Female', 86.97222482908626, 1.8041841832878125, 0.10583321442980875, 41, 26.718916178227474, 98.66666666666667, 'Low Risk'),
(178285, 98, 17, '29:46.2', 36.133032480895174, 98.68817214061941, 112, 71, 89, 'Male', 97.07253020931817, 1.6895904809807123, 0.12294746543380389, 41, 34.00426887755023, 84.66666666666667, 'High Risk'),
(178286, 74, 12, '28:46.2', 36.19334876523257, 96.10440319083936, 118, 85, 22, 'Male', 68.05046777, 1.7549983213668336, 0.11473737368391868, 33, 22.09417064646671, 96, 'Low Risk'),
(178287, 77, 16, '27:46.2', 36.81261532186099, 97.18054049581767, 127, 84, 19, 'Male', 66.84551218142514, 1.9111311807467137, 0.0740301, 43, 18.301692696888896, 98.33333333333333, 'High Risk'),
(178288, 92, 15, '26:46.2', 36.07090084233521, 96.12762460314701, 126, 70, 75, 'Female', 79.73504307190782, 1.7336900921925902, 0.13946568664455267, 56, 26.528109325191437, 88.66666666666666, 'High Risk'),
(178289, 98, 16, '25:46.2', 36.417919860751745, 96.79012690710465, 136, 74, 63, 'Male', 57.66625801185109, 1.5849522376733085, 0.10910330901830022, 62, 22.955640356409603, 94.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(178290, 66, 13, '24:46.2', 36.43435116680834, 97.26511482219544, 125, 76, 53, 'Female', 80.68438086735033, 1.6998008402774287, 0.09770509, 49, 27.925013490903382, 92.33333333333333, 'Low Risk'),
(178291, 66, 12, '23:46.2', 37.417181508419446, 98.67407815782208, 133, 81, 37, 'Male', 67.71496170577487, 1.8354859367215761, 0.11706529913686937, 52, 20.099373217790525, 98.33333333333333, 'Low Risk'),
(178292, 87, 12, '22:46.2', 36.65506176248038, 96.40451545380233, 128, 81, 72, 'Female', 67.70707499346145, 1.7853572062247829, 0.05502517, 47, 21.241432934225553, 96.66666666666667, 'Low Risk'),
(178293, 98, 18, '21:46.2', 36.254401191346716, 98.54161843721462, 121, 85, 84, 'Female', 81.49938099221141, 1.794370366453961, 0.12139704327159996, 36, 25.312213993337792, 97, 'High Risk'),
(178294, 97, 14, '20:46.2', 36.892724166298905, 97.11017349010726, 122, 88, 68, 'Male', 97.51181131818134, 1.6085355079376735, 0.1374215491246949, 34, 37.687377614732775, 99.33333333333333, 'High Risk'),
(178295, 91, 18, '19:46.2', 36.26988221241784, 96.73743958887346, 131, 84, 33, 'Male', 89.10281671, 1.960634617541584, 0.10967552694447902, 47, 23.179181722780513, 99.66666666666667, 'High Risk'),
(178296, 82, 13, '18:46.2', 36.55162373142443, 95.60614635928225, 110, 83, 29, 'Male', 74.51941022764314, 1.543245210832083, 0.13763410949669297, 27, 31.28956556528982, 92, 'High Risk'),
(178297, 82, 18, '17:46.2', 37.17037324325878, 96.71230540743798, 116, 85, 63, 'Female', 95.59675521756193, 1.9864808577295037, 0.098502658, 31, 24.22559110623198, 95.33333333333333, 'Low Risk'),
(178298, 82, 17, '16:46.2', 36.957583855722085, 95.76824957, 117, 83, 50, 'Female', 62.04021927708718, 1.544750532969772, 0.10000963929869702, 34, 25.99899836330348, 94.33333333333333, 'Low Risk'),
(178299, 88, 14, '15:46.2', 36.045385387945686, 97.56122272948599, 122, 73, 83, 'Female', 97.78639601800887, 1.5353727655569263, 0.096800953, 49, 41.48114871520215, 89.33333333333333, 'High Risk'),
(178300, 96, 12, '14:46.2', 37.24921452337389, 96.55730194899066, 113, 86, 73, 'Female', 63.67720265140215, 1.9125969787535544, 0.077776318, 27, 17.407525727744954, 95, 'High Risk'),
(178301, 91, 15, '13:46.2', 36.237582924338156, 97.25674604654813, 135, 71, 34, 'Male', 72.16227310209689, 1.5873215379361314, 0.10591819537353081, 64, 28.640486230896524, 92.33333333333333, 'High Risk'),
(178302, 73, 16, '12:46.2', 37.415055895958886, 98.10895538499811, 116, 74, 35, 'Male', 90.16376197978701, 1.7432533467273186, 0.12053484600941945, 42, 29.66955335946948, 88, 'Low Risk'),
(178303, 76, 15, '11:46.2', 36.15654856997411, 98.63285646236575, 136, 76, 38, 'Female', 64.13538301, 1.5294120038352803, 0.12631669362182418, 60, 27.418816409995863, 96, 'Low Risk'),
(178304, 74, 19, '10:46.2', 36.641148354482546, 96.00428715258404, 124, 75, 73, 'Male', 72.29520118033798, 1.979446321529762, 0.098516069, 49, 18.451089370698224, 91.33333333333333, 'High Risk'),
(178305, 73, 16, '09:46.2', 36.258657052563834, 95.15140988137115, 137, 79, 48, 'Female', 84.74167039058733, 1.7777741413681867, 0.086573993, 58, 26.812903837447852, 98.33333333333333, 'Low Risk'),
(178306, 62, 12, '08:46.2', 36.02886819828005, 97.17713235480126, 114, 77, 25, 'Male', 86.69815472295188, 1.8841009138749532, 0.058646558827796215, 37, 24.423141950126546, 89.33333333333333, 'Low Risk'),
(178307, 62, 12, '07:46.2', 36.05035955711573, 99.19919136409592, 135, 84, 34, 'Female', 96.44608838130243, 1.6111152386221208, 0.062239010636234354, 51, 37.15620989858999, 101, 'High Risk'),
(178308, 69, 18, '06:46.2', 36.47924194786858, 95.64535831932604, 121, 80, 36, 'Female', 76.32406122, 1.7460087662073336, 0.13595847360868768, 41, 25.036212643512684, 93.66666666666667, 'Low Risk'),
(178309, 71, 16, '05:46.2', 37.15943289209019, 98.95046278049831, 135, 72, 31, 'Female', 77.66216348300196, 1.5558779271551082, 0.12493459314887023, 63, 32.081779203758266, 93, 'High Risk'),
(178310, 78, 18, '04:46.2', 36.15100236, 96.90280763397239, 120, 86, 35, 'Female', 98.38395701041613, 1.6772956363459528, 0.14962087938972762, 34, 34.97075847034531, 97.33333333333333, 'High Risk'),
(178311, 62, 14, '03:46.2', 37.276664708249875, 95.26890980094149, 122, 78, 26, 'Male', 97.23356703814181, 1.9147711928492162, 0.10991321525023859, 44, 26.52054522, 92.66666666666667, 'Low Risk'),
(178312, 94, 19, '02:46.2', 37.332190677548844, 96.36733371533224, 127, 86, 64, 'Male', 71.74159229080661, 1.6710546656739291, 0.14519782443971274, 41, 25.69151393537996, 99.66666666666667, 'High Risk'),
(178313, 70, 17, '01:46.2', 37.477344802525295, 99.50805338355936, 114, 70, 61, 'Male', 57.27695550737059, 1.5615532762167708, 0.10003948970548936, 44, 23.489096591110467, 84.66666666666667, 'Low Risk'),
(178314, 63, 16, '00:46.2', 37.44638339275149, 99.98534063, 137, 84, 53, 'Male', 66.48607588, 1.8333388388731604, 0.054553701, 53, 19.780862449832096, 101.66666666666666, 'Low Risk'),
(178315, 91, 12, '59:46.2', 36.270611802523334, 96.40825314013857, 132, 80, 46, 'Female', 95.04791506, 1.8579611331671155, 0.05592521, 52, 27.534002361663635, 97.33333333333333, 'High Risk'),
(178316, 92, 15, '58:46.2', 37.04669940072325, 96.23054924323058, 111, 79, 76, 'Male', 89.63707834999548, 1.9713704675293202, 0.10520325141911654, 32, 23.064880036457836, 89.66666666666667, 'High Risk'),
(178317, 98, 19, '57:46.2', 36.82345013842694, 98.29353437614968, 127, 71, 59, 'Male', 75.81712038, 1.713443171918478, 0.080617936, 56, 25.824259372212577, 89.66666666666666, 'High Risk'),
(178318, 81, 14, '56:46.2', 36.16954177192817, 98.54398206469735, 115, 73, 22, 'Female', 76.16664935595077, 1.8986713379585387, 0.075926868, 42, 21.128334414890716, 87, 'Low Risk'),
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(178494, 80, 16, '00:46.2', 36.72546168547031, 95.61103607862472, 124, 70, 65, 'Female', 72.07669858906095, 1.6338826594616342, 0.12159203122194535, 54, 26.999340672364635, 88, 'Low Risk'),
(178495, 99, 13, '59:46.2', 36.374946232337805, 95.53651476244455, 133, 87, 59, 'Female', 61.99075219274692, 1.8468354154252835, 0.097815669, 46, 18.174836718316264, 102.33333333333333, 'High Risk'),
(178496, 69, 13, '58:46.2', 36.04073416723794, 95.14046909, 136, 75, 36, 'Female', 98.79589203888571, 1.8987682089788394, 0.11141356719902988, 61, 27.402802675974716, 95.33333333333333, 'Low Risk'),
(178497, 94, 19, '57:46.2', 37.358713748955374, 96.50111067206124, 138, 72, 72, 'Male', 97.75636611838296, 1.5675570650158261, 0.07496328, 66, 39.78307327875932, 94, 'High Risk'),
(178498, 68, 14, '56:46.2', 37.10459106153486, 97.16118529159233, 120, 77, 51, 'Male', 70.14275722256495, 1.7443978421506472, 0.12528112667032615, 43, 23.051105154801686, 91.33333333333333, 'Low Risk'),
(178499, 78, 19, '55:46.2', 36.45347488950799, 99.84335318333936, 124, 77, 76, 'Male', 94.32965010152228, 1.8450910405239458, 0.072226904, 47, 27.70847496705031, 92.66666666666667, 'Low Risk'),
(178500, 96, 13, '54:46.2', 37.25948757884692, 96.73204570174192, 112, 80, 43, 'Female', 77.93170071466287, 1.6302582421513063, 0.073956092, 32, 29.32252362656181, 90.66666666666667, 'High Risk'),
(178501, 98, 12, '53:46.2', 36.52953296801487, 98.32755878, 128, 70, 82, 'Female', 89.02741437487282, 1.7289680932105949, 0.14711395096781965, 58, 29.781721824064334, 89.33333333333333, 'High Risk'),
(178502, 61, 14, '52:46.2', 36.58891819757953, 96.05189962539288, 111, 77, 66, 'Male', 52.49377677049133, 1.6645715621363892, 0.14395613835218599, 34, 18.945360713060584, 88.33333333333333, 'Low Risk'),
(178503, 72, 15, '51:46.2', 37.25886458055196, 99.68506098, 139, 79, 64, 'Female', 66.12303600211723, 1.9368658316974365, 0.12742895215657085, 60, 17.625997739985436, 99, 'High Risk'),
(178504, 90, 13, '50:46.2', 37.07453428254598, 97.12623569740947, 123, 74, 76, 'Female', 74.85387289, 1.6983884449987001, 0.13185743061624425, 49, 25.95017091039381, 90.33333333333333, 'Low Risk'),
(178505, 70, 12, '49:46.2', 37.445435113849115, 96.45033469579997, 137, 85, 21, 'Male', 86.56604896121335, 1.7752548245165647, 0.088355819, 52, 27.467946496521716, 102.33333333333333, 'Low Risk'),
(178506, 73, 14, '48:46.2', 36.60836976292712, 95.78744311256297, 120, 74, 69, 'Male', 91.83255814245368, 1.7944634360978127, 0.13292941346329665, 46, 28.518550973897625, 89.33333333333333, 'Low Risk'),
(178507, 89, 17, '47:46.2', 36.10055571725011, 97.70566673640356, 136, 78, 88, 'Male', 90.76153917937519, 1.9546892268103937, 0.054041061, 58, 23.75452844, 97.33333333333333, 'Low Risk'),
(178508, 77, 12, '46:46.2', 36.204202457433205, 95.70793889, 114, 72, 48, 'Female', 85.13513360323796, 1.7883887751593104, 0.1020264195278803, 42, 26.61858413158756, 86, 'Low Risk'),
(178509, 95, 17, '45:46.2', 36.22509939195619, 95.15589560219856, 113, 75, 30, 'Male', 91.65680132, 1.954821576415717, 0.089012451, 38, 23.985592395576077, 87.66666666666667, 'High Risk'),
(178510, 92, 15, '44:46.2', 36.204282993276536, 98.88570897801185, 121, 75, 79, 'Female', 75.86329063059131, 1.9399484463399084, 0.068987535, 46, 20.158179078891227, 90.33333333333333, 'High Risk'),
(178511, 61, 14, '43:46.2', 36.04205411233193, 97.74859348810749, 129, 89, 45, 'Female', 52.93478251339126, 1.5534208445002393, 0.094129203, 40, 21.93627471326662, 102.33333333333333, 'Low Risk'),
(178512, 85, 18, '42:46.2', 36.271810607949874, 96.14536448579948, 118, 83, 89, 'Female', 79.32087692788336, 1.721526236435821, 0.073288083, 35, 26.76456659931168, 94.66666666666667, 'Low Risk'),
(178513, 77, 14, '41:46.2', 36.590593387035625, 99.50943377681949, 115, 86, 84, 'Male', 66.02206092410994, 1.9010786199365683, 0.13483665541329565, 29, 18.267912454144586, 95.66666666666667, 'High Risk'),
(178514, 80, 17, '40:46.2', 37.27084501909442, 99.59988270887504, 132, 88, 75, 'Female', 57.49064588652168, 1.8113600309060671, 0.076008815, 44, 17.522159403104524, 102.66666666666667, 'High Risk'),
(178515, 96, 16, '39:46.2', 37.49762692155488, 96.67847193795073, 126, 89, 85, 'Female', 81.64218975226086, 1.6643984214685368, 0.055062862, 37, 29.47135162682442, 101.33333333333333, 'High Risk'),
(178516, 60, 12, '38:46.2', 36.78625548337913, 98.19382484941194, 138, 71, 33, 'Female', 86.10137785894858, 1.6009067442477403, 0.11539875946899572, 67, 33.59526204822667, 93.33333333333333, 'High Risk'),
(178517, 68, 15, '37:46.2', 37.182574203507826, 95.42023245, 138, 73, 30, 'Male', 60.59393252685938, 1.6527503299232196, 0.066123648, 65, 22.18271165115196, 94.66666666666666, 'Low Risk'),
(178518, 60, 15, '36:46.2', 36.94058894, 97.01215731385354, 116, 82, 80, 'Female', 68.29366237983399, 1.9324927172657882, 0.10189831771840219, 34, 18.287092909554577, 93.33333333333333, 'High Risk'),
(178519, 95, 14, '35:46.2', 36.18612971, 97.27662376, 132, 79, 75, 'Female', 99.27275380239561, 1.8055505293501724, 0.056583092803191765, 53, 30.451646208297092, 96.66666666666666, 'High Risk'),
(178520, 75, 12, '34:46.2', 37.410706832497915, 96.06273293353432, 130, 75, 33, 'Female', 91.00298288905256, 1.9742625974570616, 0.10852639583231835, 55, 23.34779073569703, 93.33333333333333, 'Low Risk'),
(178521, 91, 18, '33:46.2', 36.869331444943775, 99.31183109632694, 124, 70, 73, 'Male', 76.70404438545378, 1.7623044378817552, 0.13552493152386186, 54, 24.69769334114683, 88, 'High Risk'),
(178522, 82, 12, '32:46.2', 36.57414189335468, 98.92534325955974, 124, 86, 32, 'Male', 99.20516904832438, 1.7067453674174449, 0.079947654, 38, 34.05625084607554, 98.66666666666667, 'High Risk'),
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(178524, 79, 16, '30:46.2', 37.065592328517944, 99.73656733230781, 136, 85, 74, 'Female', 62.18527260403227, 1.9431173492650424, 0.1361587892934692, 51, 16.469843925911476, 102, 'High Risk'),
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(178526, 76, 18, '28:46.2', 37.39777129609949, 96.83960632330833, 123, 86, 62, 'Female', 54.694885711440136, 1.7223437432817956, 0.11350084715923038, 37, 18.437713221301177, 98.33333333333333, 'High Risk'),
(178527, 73, 17, '27:46.2', 36.31069485, 98.60029148255728, 129, 74, 18, 'Male', 99.76815200607373, 1.7645503331373824, 0.074724723, 55, 32.04231060567102, 92.33333333333333, 'High Risk'),
(178528, 60, 12, '26:46.2', 37.29031501388196, 97.03105800264703, 135, 74, 89, 'Male', 93.64481331, 1.8548746805955347, 0.056931724, 61, 27.217897992185474, 94.33333333333333, 'Low Risk'),
(178529, 63, 16, '25:46.2', 36.99799302197035, 98.88188971446928, 115, 85, 60, 'Female', 71.60308043405499, 1.9097313646240628, 0.066657171, 30, 19.63302161987538, 95, 'Low Risk'),
(178530, 91, 18, '24:46.2', 36.023300630254575, 97.25640753, 128, 70, 57, 'Female', 93.94501571477588, 1.8200988224036698, 0.103023954, 58, 28.35853595224254, 89.33333333333333, 'High Risk'),
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(178533, 66, 13, '21:46.2', 36.94607173008596, 98.76739649871327, 132, 74, 85, 'Male', 57.45910424826686, 1.7692435829750872, 0.072671731, 58, 18.356234330086806, 93.33333333333333, 'High Risk'),
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(178535, 96, 16, '19:46.2', 36.17905447741364, 95.75236541134944, 135, 83, 89, 'Female', 90.17747940994528, 1.5141073120987507, 0.11005291443138993, 52, 39.33550936998163, 100.33333333333333, 'High Risk'),
(178536, 74, 18, '18:46.2', 36.46899661, 96.66785285527737, 114, 80, 27, 'Male', 51.240897550738104, 1.7734121254050006, 0.069308698, 34, 16.292862082323385, 91.33333333333333, 'High Risk'),
(178537, 78, 17, '17:46.2', 36.938764297055606, 95.90156287480134, 130, 80, 75, 'Female', 69.76510392158175, 1.876004981762559, 0.14233134733675257, 50, 19.823040617790365, 96.66666666666666, 'Low Risk'),
(178538, 74, 13, '16:46.2', 36.307658764935624, 97.42581261397301, 123, 84, 33, 'Female', 91.63640486279229, 1.8265782120890302, 0.073766147, 39, 27.465752132975723, 97, 'Low Risk'),
(178539, 81, 17, '15:46.2', 36.92527438455101, 98.09248601, 111, 71, 22, 'Female', 98.81531465065734, 1.6019434900498837, 0.054292279, 40, 38.50613012058356, 84.33333333333333, 'High Risk'),
(178540, 64, 15, '14:46.2', 36.403708719948284, 95.86119738402533, 120, 73, 80, 'Female', 75.25769314016415, 1.7842438932650275, 0.10765406107918574, 47, 23.639727378381135, 88.66666666666667, 'Low Risk'),
(178541, 98, 16, '13:46.2', 37.364026094223256, 95.55728155894899, 135, 82, 71, 'Female', 99.91091678126013, 1.7431137863516153, 0.12736733077447582, 53, 32.882245582471256, 99.66666666666666, 'High Risk'),
(178542, 78, 13, '12:46.2', 37.318035601097094, 97.61556528750545, 129, 84, 76, 'Female', 97.67981714285753, 1.8641318602003012, 0.10572216051014041, 45, 28.10940026425474, 99, 'Low Risk'),
(178543, 86, 15, '11:46.2', 36.611665953015745, 99.53252760018164, 122, 83, 46, 'Male', 91.12449097838841, 1.9656270800013684, 0.09649281, 39, 23.58483607107298, 96, 'Low Risk'),
(178544, 76, 13, '10:46.2', 36.82676618700819, 99.11040438, 137, 77, 22, 'Male', 87.42688461452836, 1.940660483826569, 0.1016504537026836, 60, 23.213780704682687, 97, 'Low Risk'),
(178545, 67, 16, '09:46.2', 37.393283542983916, 95.11598445459033, 129, 73, 53, 'Male', 74.18197479362098, 1.536093888296401, 0.073524197, 56, 31.43857610490626, 91.66666666666666, 'High Risk'),
(178546, 67, 19, '08:46.2', 37.25713294240106, 95.93778026, 116, 79, 56, 'Male', 77.29380913331643, 1.8311757675837326, 0.058619684, 37, 23.050727956649368, 91.33333333333333, 'Low Risk'),
(178547, 63, 15, '07:46.2', 36.542824858231576, 95.77814779, 129, 72, 22, 'Male', 61.92464730798409, 1.661233226204895, 0.085976256, 57, 22.438939318372846, 91, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(178549, 75, 12, '05:46.2', 36.64183320487024, 97.26609159713719, 116, 76, 61, 'Male', 61.58056864467941, 1.6530691990131736, 0.14676895362913023, 40, 22.535210912021586, 89.33333333333333, 'Low Risk'),
(178550, 87, 17, '04:46.2', 36.37994384009325, 97.72475810246222, 131, 84, 22, 'Male', 98.42868184170732, 1.8450391758658111, 0.1375434186152079, 47, 28.914153685059194, 99.66666666666667, 'Low Risk'),
(178551, 93, 12, '03:46.2', 36.88635042362537, 99.51498747407042, 134, 74, 72, 'Female', 99.14143362274021, 1.6357720881189874, 0.10941435769491034, 60, 37.05182532298467, 94, 'High Risk'),
(178552, 93, 15, '02:46.2', 36.17866321914893, 97.35376954, 113, 81, 49, 'Female', 63.00861685245309, 1.7744266301097205, 0.11565307788122857, 32, 20.011693977676828, 91.66666666666667, 'High Risk'),
(178553, 97, 12, '01:46.2', 36.68775883, 99.81195470633595, 139, 80, 54, 'Female', 68.83911134278267, 1.949238742402371, 0.06937186, 59, 18.117788515321102, 99.66666666666666, 'High Risk'),
(178554, 79, 12, '00:46.2', 36.53481934116793, 95.82089828391322, 128, 78, 62, 'Female', 95.63503456554987, 1.83652803, 0.1293595595491196, 50, 28.354493689077913, 94.66666666666666, 'Low Risk'),
(178555, 99, 19, '59:46.2', 36.632189100567025, 96.83318896235654, 127, 74, 65, 'Male', 72.81125369176567, 1.5560624589262113, 0.14945959968155248, 53, 30.07076374668809, 91.66666666666666, 'High Risk'),
(178556, 99, 18, '58:46.2', 36.747542833066944, 95.02251471001063, 120, 87, 81, 'Male', 89.40646276858581, 1.6753255951021702, 0.1239003968744112, 33, 31.85447604, 98, 'High Risk'),
(178557, 85, 15, '57:46.2', 37.214160073101695, 99.40856581, 110, 72, 88, 'Male', 66.48401807416163, 1.6760628764048664, 0.067947541, 38, 23.66664220649679, 84.66666666666667, 'Low Risk'),
(178558, 64, 18, '56:46.2', 36.21578623, 95.20205241957926, 138, 87, 65, 'Female', 98.18353420822324, 1.6282876376282127, 0.070078922, 51, 37.031935355415676, 104, 'High Risk'),
(178559, 70, 13, '55:46.2', 37.25730838350592, 95.16151851192595, 115, 73, 71, 'Female', 53.17495432464563, 1.9793477662434684, 0.074907859, 42, 13.57259577365759, 87, 'High Risk'),
(178560, 76, 17, '54:46.2', 36.78494372328211, 98.77766985, 121, 71, 31, 'Male', 55.81257266371554, 1.8253528965612542, 0.051244777586969874, 50, 16.75090837127056, 87.66666666666666, 'High Risk'),
(178561, 82, 12, '53:46.2', 36.58939062, 99.67489125578355, 124, 78, 72, 'Female', 77.57117324315017, 1.5205157829527527, 0.063815597, 46, 33.552006335020046, 93.33333333333333, 'High Risk'),
(178562, 86, 17, '52:46.2', 37.43742814, 99.06028246447391, 136, 73, 30, 'Male', 83.38044337887469, 1.8637981654093179, 0.13499385217034574, 63, 24.003050583720437, 94, 'Low Risk'),
(178563, 72, 16, '51:46.2', 37.44728367373986, 97.07990275485157, 120, 82, 86, 'Female', 78.35488684339572, 1.613857621, 0.14610203635955488, 38, 30.08400506747172, 94.66666666666667, 'High Risk'),
(178564, 88, 19, '50:46.2', 37.07867120756765, 95.73382953072783, 132, 88, 40, 'Male', 66.12369722557762, 1.569179790963839, 0.06319539, 44, 26.854168891254982, 102.66666666666667, 'Low Risk'),
(178565, 87, 18, '49:46.2', 37.33788398609381, 97.60254250664352, 112, 88, 42, 'Male', 89.62977428790126, 1.9543581842455084, 0.080027706, 24, 23.466265449666853, 96, 'Low Risk'),
(178566, 63, 17, '48:46.2', 37.34755244, 99.91039495513422, 112, 83, 61, 'Male', 84.88795618549958, 1.5868595188625398, 0.13768833781714268, 29, 33.71080432341475, 92.66666666666667, 'High Risk'),
(178567, 70, 14, '47:46.2', 37.17914871364037, 95.88581971655528, 114, 71, 35, 'Male', 90.23092428173662, 1.5811115632491142, 0.13334638990698314, 43, 36.093614575108035, 85.33333333333333, 'High Risk'),
(178568, 81, 15, '46:46.2', 36.835414989071104, 98.21788344377352, 116, 71, 43, 'Female', 74.66229856758653, 1.8682287821442276, 0.095152782, 45, 21.391499998048918, 86, 'Low Risk'),
(178569, 67, 16, '45:46.2', 36.50527879331123, 97.00995661780289, 114, 82, 35, 'Male', 94.01215510868082, 1.806279924013124, 0.10550107517878321, 32, 28.81468648, 92.66666666666667, 'Low Risk'),
(178570, 61, 17, '44:46.2', 36.60347384904899, 99.91513929000668, 130, 72, 43, 'Female', 97.86490809530142, 1.721331923, 0.08380629, 58, 33.02917656468499, 91.33333333333333, 'High Risk'),
(178571, 83, 14, '43:46.2', 36.50739265361107, 98.05527749658738, 133, 83, 69, 'Male', 91.39982580009831, 1.7708752366891487, 0.078102246, 50, 29.145360942827455, 99.66666666666666, 'Low Risk'),
(178572, 87, 19, '42:46.2', 36.25133284988784, 98.35477623087017, 130, 77, 63, 'Male', 58.71227095, 1.6167600069111092, 0.11041884513773295, 53, 22.461448698957554, 94.66666666666666, 'Low Risk'),
(178573, 75, 19, '41:46.2', 37.219932454305386, 95.49023407, 127, 76, 59, 'Male', 72.14943005, 1.679907330197868, 0.07209495, 51, 25.56596879225959, 93, 'Low Risk'),
(178574, 81, 13, '40:46.2', 36.87200575373711, 95.04281642687529, 110, 76, 88, 'Male', 92.27831808385038, 1.8574254531286103, 0.13871539343232217, 34, 26.74711131040612, 87.33333333333333, 'Low Risk'),
(178575, 87, 16, '39:46.2', 36.899941324769884, 95.93726771398615, 123, 77, 85, 'Male', 52.17866516620755, 1.5840397033822482, 0.094909447, 46, 20.79509166804063, 92.33333333333333, 'Low Risk'),
(178576, 72, 12, '38:46.2', 37.14891356467727, 96.56640627886925, 129, 84, 33, 'Male', 57.83086205790862, 1.9268774723933535, 0.113946239, 45, 15.575839649223537, 99, 'High Risk'),
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(178751, 89, 12, '43:46.2', 37.25227212604694, 96.67248614, 130, 76, 60, 'Male', 81.46130250242103, 1.7200539412106082, 0.071568793, 54, 27.53386739434339, 94, 'Low Risk'),
(178752, 80, 13, '42:46.2', 36.886459469580615, 96.63824246, 115, 75, 68, 'Male', 64.71419328504413, 1.9410073132128953, 0.12205327168046534, 40, 17.17691626, 88.33333333333333, 'High Risk'),
(178753, 65, 15, '41:46.2', 36.18381584809987, 95.50416020576566, 117, 76, 43, 'Male', 51.18101930678928, 1.8838877705382495, 0.11037213708440163, 41, 14.421116231784486, 89.66666666666667, 'High Risk'),
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(178755, 67, 19, '39:46.2', 37.07032228, 98.20980556052594, 116, 87, 43, 'Male', 52.92977433159636, 1.656637273704173, 0.12124139497685683, 29, 19.286134233781823, 96.66666666666667, 'Low Risk'),
(178756, 86, 14, '38:46.2', 36.57679470645293, 99.13976395684811, 115, 73, 20, 'Male', 54.65777662021479, 1.8834576257347815, 0.12671396548957042, 42, 15.407786562449584, 87, 'High Risk'),
(178757, 83, 12, '37:46.2', 36.97287500611774, 97.93682789, 117, 87, 53, 'Male', 87.72952643321499, 1.5200474226226874, 0.14412387171797186, 30, 37.96920556004434, 97, 'High Risk'),
(178758, 95, 13, '36:46.2', 36.831909969664814, 99.31044655, 136, 78, 28, 'Female', 82.59254013940601, 1.9361714523327458, 0.096830955, 58, 22.031963236005797, 97.33333333333333, 'High Risk'),
(178759, 60, 12, '35:46.2', 36.464666734423325, 95.63108678659155, 119, 76, 76, 'Female', 61.25411420325055, 1.943311663649297, 0.075447793, 43, 16.219981305559106, 90.33333333333333, 'High Risk'),
(178760, 78, 13, '34:46.2', 36.69872964336332, 97.72607435, 130, 82, 19, 'Male', 70.81137596922767, 1.8344695982725774, 0.1228433509777042, 48, 21.041756756200478, 98, 'Low Risk'),
(178761, 75, 16, '33:46.2', 36.77654259117514, 97.06261594998799, 135, 71, 45, 'Female', 53.401019553198076, 1.926973378888834, 0.068757821, 64, 14.381299107112667, 92.33333333333333, 'High Risk'),
(178762, 81, 19, '32:46.2', 37.24156714958965, 98.06820490125563, 117, 89, 18, 'Male', 55.49963069469044, 1.5697297618207189, 0.097809187, 28, 22.52372977119788, 98.33333333333333, 'Low Risk'),
(178763, 64, 18, '31:46.2', 37.21114128367364, 98.97939248680552, 121, 77, 47, 'Female', 59.619711997589704, 1.578847656205889, 0.064300264, 44, 23.91714961525482, 91.66666666666667, 'Low Risk'),
(178764, 72, 17, '30:46.2', 37.36085751478184, 98.59866497579738, 121, 75, 30, 'Female', 93.35952123712167, 1.9953027690019798, 0.063940295, 46, 23.449900559560618, 90.33333333333333, 'Low Risk'),
(178765, 89, 19, '29:46.2', 36.93257153971756, 98.91339423082418, 128, 89, 81, 'Female', 99.96157470610422, 1.9795903485023536, 0.092245813, 39, 25.508353888764816, 102, 'Low Risk'),
(178766, 68, 17, '28:46.2', 36.38849201755066, 96.84922599838178, 124, 82, 29, 'Female', 69.87357667121998, 1.8592066507242953, 0.052509112, 42, 20.21425061959642, 96, 'Low Risk'),
(178767, 88, 17, '27:46.2', 36.52142940324082, 96.45603222387234, 132, 76, 74, 'Male', 85.71350321632964, 1.6550309672139796, 0.078585663, 56, 31.29226483252892, 94.66666666666666, 'High Risk'),
(178768, 67, 12, '26:46.2', 36.62849696381026, 95.05379324087772, 114, 80, 25, 'Male', 80.97736677383233, 1.5585599635680796, 0.057459481, 34, 33.33624034, 91.33333333333333, 'High Risk'),
(178769, 85, 16, '25:46.2', 36.42111618959186, 97.68236371746633, 111, 88, 35, 'Female', 79.14730704749664, 1.8995440996318538, 0.099055861, 23, 21.934987016429126, 95.66666666666667, 'Low Risk'),
(178770, 93, 12, '24:46.2', 36.92688522036244, 98.85930011441516, 129, 70, 88, 'Female', 96.49588476098299, 1.8295806396858638, 0.13597072006899097, 59, 28.82741368790846, 89.66666666666666, 'High Risk'),
(178771, 83, 16, '23:46.2', 37.041729269160236, 97.25776087058829, 127, 87, 75, 'Male', 95.05782709488844, 1.5059117616852655, 0.1467536688152985, 40, 41.916868680287166, 100.33333333333333, 'High Risk'),
(178772, 73, 19, '22:46.2', 36.74701209150731, 99.64651849612251, 128, 73, 71, 'Female', 75.51529304686389, 1.7698121697684719, 0.11751514920204663, 55, 24.109075546352248, 91.33333333333333, 'Low Risk'),
(178773, 79, 12, '21:46.2', 36.108653871207856, 99.04983382716281, 115, 84, 48, 'Female', 88.70711175285996, 1.9021792855761934, 0.087493381, 31, 24.51633478051637, 94.33333333333333, 'Low Risk'),
(178774, 90, 13, '20:46.2', 37.11273289245444, 96.93257029, 125, 76, 63, 'Male', 79.57291701488018, 1.907334854580069, 0.1418991083969809, 49, 21.873152890235513, 92.33333333333333, 'Low Risk'),
(178775, 81, 16, '19:46.2', 36.71083006185362, 96.20769362836194, 125, 73, 87, 'Female', 51.94157314808721, 1.5904969857472402, 0.10204342606156941, 52, 20.532857737772975, 90.33333333333333, 'Low Risk'),
(178776, 81, 18, '18:46.2', 36.99161152, 99.31922539172794, 131, 73, 89, 'Male', 53.29946897737305, 1.8191461523468426, 0.1148146036362946, 58, 16.106000112138307, 92.33333333333333, 'High Risk'),
(178777, 90, 16, '17:46.2', 36.380823912357314, 96.24763602916425, 128, 77, 65, 'Male', 67.89893335499647, 1.709485607962288, 0.13671612216464613, 51, 23.23443168905574, 94, 'Low Risk'),
(178778, 90, 15, '16:46.2', 36.17624509131312, 96.61473753, 121, 74, 44, 'Female', 59.95426434685841, 1.6129215403285477, 0.1319692291230735, 47, 23.04589583949589, 89.66666666666667, 'Low Risk'),
(178779, 99, 19, '15:46.2', 36.65827384047445, 98.84929154502012, 116, 85, 85, 'Female', 75.76299433865567, 1.738268819642807, 0.1289085785728143, 31, 25.07397858631975, 95.33333333333333, 'High Risk'),
(178780, 90, 17, '14:46.2', 36.65448692551548, 99.11838559191808, 111, 76, 29, 'Male', 61.168078025340634, 1.5219501593597655, 0.11647415663245067, 35, 26.40729844912391, 87.66666666666667, 'Low Risk'),
(178781, 85, 13, '13:46.2', 37.07787415, 97.08677634772823, 129, 86, 47, 'Male', 90.17140761365559, 1.7325100843026764, 0.1352768696044617, 43, 30.04120209562932, 100.33333333333333, 'High Risk'),
(178782, 89, 16, '12:46.2', 36.694163748287664, 96.92175875648782, 117, 88, 89, 'Female', 80.84206239803417, 1.6352033337463638, 0.079289331, 29, 30.23387803184867, 97.66666666666667, 'High Risk'),
(178783, 94, 18, '11:46.2', 36.160414953781114, 96.44070837488415, 111, 83, 25, 'Male', 73.75602016534435, 1.771325930656933, 0.064396715, 28, 23.507178961868046, 92.33333333333333, 'High Risk'),
(178784, 94, 15, '10:46.2', 36.650182332502155, 97.11321516085677, 131, 89, 65, 'Female', 57.888356610551796, 1.8637713185550124, 0.14931076517697667, 42, 16.665025108686613, 103, 'High Risk'),
(178785, 97, 15, '09:46.2', 37.215044485264734, 99.21855986590032, 139, 81, 37, 'Male', 50.22193427982325, 1.824482362, 0.05326621, 58, 15.087389316728972, 100.33333333333333, 'High Risk'),
(178786, 61, 16, '08:46.2', 36.27082980096686, 99.54643627956271, 111, 88, 81, 'Male', 57.125727189419436, 1.5559375213010695, 0.13330397650016607, 23, 23.596491502633302, 95.66666666666667, 'Low Risk'),
(178787, 73, 18, '07:46.2', 37.22712707439546, 96.72855017, 115, 72, 42, 'Female', 88.57801639904709, 1.610272240269652, 0.054843517, 43, 34.16074537668904, 86.33333333333333, 'High Risk'),
(178788, 63, 19, '06:46.2', 37.034260024636424, 95.50432935, 112, 78, 53, 'Female', 78.16241053446123, 1.6651718318978759, 0.070010693, 34, 28.189010612080583, 89.33333333333333, 'Low Risk'),
(178789, 97, 15, '05:46.2', 36.82893596090008, 96.78696706992338, 114, 71, 89, 'Female', 64.80515975980946, 1.8774931846901515, 0.06653252, 43, 18.38454335982671, 85.33333333333333, 'High Risk'),
(178790, 96, 12, '04:46.2', 37.18052561981981, 99.06593813365807, 121, 76, 73, 'Female', 55.91772886883986, 1.6297119340840058, 0.098701678, 45, 21.053671013793622, 91, 'High Risk'),
(178791, 66, 17, '03:46.2', 36.78049344339484, 97.41108543, 127, 88, 53, 'Male', 94.67101596712587, 1.6794835735416962, 0.052349285, 39, 33.56336661399731, 101, 'High Risk'),
(178792, 99, 19, '02:46.2', 37.33709325414648, 99.96002202391992, 130, 74, 19, 'Female', 65.22010462910399, 1.5579879402088272, 0.067048674, 56, 26.869111645795222, 92.66666666666666, 'High Risk'),
(178793, 78, 12, '01:46.2', 37.28948553067402, 97.6400419, 127, 75, 79, 'Male', 57.45146823986059, 1.6212490447796963, 0.10592815610791943, 52, 21.857559317035815, 92.33333333333333, 'Low Risk'),
(178794, 68, 13, '00:46.2', 37.00218091, 98.64542414861079, 131, 83, 25, 'Male', 82.92971667092606, 1.5608242021292296, 0.12760411389919946, 48, 34.04099144262387, 99, 'High Risk'),
(178795, 72, 14, '59:46.2', 37.01005169467717, 97.54596209070593, 124, 80, 41, 'Male', 83.30946590814811, 1.5466224204384953, 0.1378190288671553, 44, 34.827776360766215, 94.66666666666667, 'High Risk'),
(178796, 85, 13, '58:46.2', 36.71167706612652, 95.96613542130983, 134, 74, 59, 'Female', 54.00491041901985, 1.7364364248566393, 0.13572468555249623, 60, 17.910820245609813, 94, 'High Risk'),
(178797, 74, 12, '57:46.2', 36.33895442508106, 96.50333222693104, 137, 71, 41, 'Female', 91.67341283675314, 1.666931217, 0.086644255, 66, 32.99195416687247, 93, 'High Risk'),
(178798, 80, 17, '56:46.2', 36.06445901947643, 97.91641343032006, 129, 86, 55, 'Female', 78.88457097931435, 1.5411994480644804, 0.1493639412720416, 43, 33.210420788282285, 100.33333333333333, 'High Risk'),
(178799, 60, 18, '55:46.2', 36.292036334044575, 97.17974735765274, 124, 75, 51, 'Female', 97.71520472957644, 1.6776475113218783, 0.05299034, 49, 34.71848073584247, 91.33333333333333, 'High Risk'),
(178800, 67, 13, '54:46.2', 37.36749491833778, 95.04521171123257, 139, 73, 40, 'Male', 62.954278125043686, 1.9799916097641483, 0.1285010962178164, 66, 16.05826233676217, 95, 'High Risk'),
(178801, 82, 19, '53:46.2', 37.27422492481381, 96.76608613607696, 129, 70, 87, 'Female', 72.50094998067861, 1.5107187542395724, 0.084841241, 59, 31.76701849845889, 89.66666666666666, 'High Risk'),
(178802, 60, 15, '52:46.2', 37.45609399095012, 99.06498627399917, 118, 81, 38, 'Male', 80.96363615148434, 1.6791081180056255, 0.1090581008076634, 37, 28.716577718290047, 93.33333333333333, 'Low Risk'),
(178803, 88, 14, '51:46.2', 36.23886623591623, 97.57048554663841, 121, 75, 47, 'Female', 74.1477585, 1.8471391870290241, 0.086763685, 46, 21.731954288729607, 90.33333333333333, 'Low Risk'),
(178804, 91, 16, '50:46.2', 36.12948418107371, 99.72872840835812, 129, 78, 72, 'Male', 84.34701896238573, 1.732837470604217, 0.099255355, 51, 28.090151216805296, 95, 'High Risk'),
(178805, 73, 19, '49:46.2', 36.423074525910536, 98.70190820597098, 128, 71, 70, 'Male', 93.23418189447119, 1.893632381670882, 0.080892876, 57, 26.00062701, 90, 'Low Risk'),
(178806, 69, 13, '48:46.2', 36.68177938019333, 96.36973266560287, 111, 89, 50, 'Female', 63.18811172812247, 1.8767498158730487, 0.056696398, 22, 17.940007221522624, 96.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(178808, 77, 19, '46:46.2', 37.40301430430515, 99.66256328645927, 137, 76, 48, 'Male', 75.82110082220765, 1.800086449735397, 0.074500434, 61, 23.39932664542666, 96.33333333333333, 'Low Risk'),
(178809, 87, 12, '45:46.2', 36.248045753165506, 98.77843433862485, 118, 70, 27, 'Male', 50.87506038842181, 1.6909437703633778, 0.06009273, 48, 17.79289457862083, 86, 'High Risk'),
(178810, 65, 17, '44:46.2', 36.847471530419384, 99.50600607887814, 127, 80, 49, 'Female', 70.14199315811524, 1.9322039410040213, 0.051901196, 47, 18.787637648859647, 95.66666666666667, 'Low Risk'),
(178811, 63, 13, '43:46.2', 36.68736629627916, 95.32917767283274, 132, 80, 29, 'Female', 69.44439802030172, 1.5274400176978147, 0.05660677, 52, 29.76520571459201, 97.33333333333333, 'Low Risk'),
(178812, 65, 13, '42:46.2', 37.417879071727654, 98.98115998672048, 116, 81, 74, 'Male', 99.10972522805272, 1.7273996205093676, 0.12462231521178173, 35, 33.21472280715364, 92.66666666666667, 'High Risk'),
(178813, 99, 12, '41:46.2', 37.08186392022941, 97.66671513230419, 114, 85, 24, 'Male', 76.92327991871971, 1.7347607363377533, 0.14861408511687646, 29, 25.561046228736526, 94.66666666666667, 'High Risk'),
(178814, 62, 18, '40:46.2', 37.45938982889936, 95.63518376401561, 111, 86, 84, 'Male', 70.80772961115986, 1.5723050073929064, 0.08861815, 25, 28.64224625040913, 94.33333333333333, 'Low Risk'),
(178815, 83, 12, '39:46.2', 37.48841555016338, 98.47430613590221, 121, 73, 76, 'Female', 58.50470730553661, 1.5670060311876488, 0.1110562853437168, 48, 23.825908791889056, 89, 'Low Risk'),
(178816, 72, 13, '38:46.2', 37.12673106426071, 96.88757755807674, 131, 70, 66, 'Male', 94.06845966263077, 1.7140492436177865, 0.088808099, 61, 32.018239073852094, 90.33333333333333, 'High Risk'),
(178817, 84, 18, '37:46.2', 36.484626679119636, 95.58162979, 116, 89, 77, 'Male', 94.55214862104671, 1.651705742607636, 0.099181521, 27, 34.65820329351528, 98, 'High Risk'),
(178818, 87, 19, '36:46.2', 36.983718191406666, 96.89841103692935, 130, 84, 76, 'Female', 71.75752620522536, 1.9892091727416252, 0.089727261, 46, 18.134540338182624, 99.33333333333333, 'High Risk'),
(178819, 87, 14, '35:46.2', 37.21060834623817, 97.05578511096482, 133, 79, 43, 'Female', 90.5082615, 1.5535227765387312, 0.095474287, 54, 37.50187424034088, 97, 'High Risk'),
(178820, 96, 15, '34:46.2', 36.78361340868334, 96.35739545, 135, 84, 66, 'Female', 80.60915112973632, 1.752438963011451, 0.13069289417605698, 51, 26.248140779078405, 101, 'High Risk'),
(178821, 71, 17, '33:46.2', 36.78863396376781, 95.04571948198162, 136, 72, 77, 'Male', 74.94867049257545, 1.8452292481835157, 0.052426876700461505, 64, 22.012191054843928, 93.33333333333333, 'Low Risk'),
(178822, 76, 13, '32:46.2', 36.435910858573706, 98.60874845067367, 129, 81, 74, 'Male', 69.84877362006586, 1.8184932905005635, 0.14196217009120166, 48, 21.12201658437095, 97, 'Low Risk'),
(178823, 82, 16, '31:46.2', 37.28231723168397, 95.37940840621386, 121, 75, 32, 'Female', 53.99832269963061, 1.9656436004084687, 0.1412183082856452, 46, 13.975608184342736, 90.33333333333333, 'High Risk'),
(178824, 85, 12, '30:46.2', 36.37186811062605, 98.54517069, 112, 76, 52, 'Male', 61.702115332792054, 1.751338406190512, 0.05690827, 36, 20.11684685830773, 88, 'Low Risk'),
(178825, 69, 13, '29:46.2', 37.41987244261271, 97.21667898839067, 133, 87, 84, 'Male', 87.30096251, 1.5194507352773399, 0.063145332, 46, 37.813404862552005, 102.33333333333333, 'High Risk'),
(178826, 84, 13, '28:46.2', 36.12896414846173, 97.22189408338097, 124, 70, 41, 'Female', 78.22122813, 1.9283713521800319, 0.060981693, 54, 21.035037395366576, 88, 'Low Risk'),
(178827, 76, 13, '27:46.2', 36.832093570411516, 96.20329131, 120, 73, 76, 'Male', 93.17815226953797, 1.7684453979147579, 0.098279025, 47, 29.79413516893049, 88.66666666666667, 'Low Risk'),
(178828, 81, 17, '26:46.2', 37.02110273590218, 95.40564937662683, 122, 76, 39, 'Female', 64.43211088, 1.700724718561461, 0.069980968, 46, 22.275851392843737, 91.33333333333333, 'Low Risk'),
(178829, 94, 17, '25:46.2', 36.13156289056205, 96.97169618232522, 129, 77, 57, 'Female', 76.49123247190137, 1.7493600549079857, 0.050174466, 52, 24.995006121118617, 94.33333333333333, 'High Risk'),
(178830, 72, 14, '24:46.2', 36.942720442627234, 98.34490037396499, 137, 84, 58, 'Female', 51.49098263873841, 1.696128402915322, 0.05480441, 53, 17.898380079605225, 101.66666666666666, 'High Risk'),
(178831, 69, 13, '23:46.2', 36.394528211281674, 96.67786241411322, 139, 70, 30, 'Male', 93.17609704450845, 1.9711886815238546, 0.1441458923352087, 69, 23.97994160591909, 93, 'Low Risk'),
(178832, 63, 16, '22:46.2', 36.97592939237123, 96.70684901275386, 125, 73, 61, 'Female', 55.391444480114586, 1.6194730213115816, 0.10537640962219508, 52, 21.120065251340986, 90.33333333333333, 'Low Risk'),
(178833, 74, 12, '21:46.2', 37.130335611902346, 99.43481278155417, 125, 86, 68, 'Female', 94.87509683347265, 1.707558725099202, 0.061889149254057876, 39, 32.53875523653322, 99, 'High Risk'),
(178834, 88, 18, '20:46.2', 36.607583155418126, 95.46643689902753, 116, 75, 75, 'Male', 86.24127741788502, 1.5130035075869173, 0.12028683094565258, 41, 37.67344287515718, 88.66666666666667, 'High Risk'),
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(179011, 81, 14, '23:46.2', 36.26219848396697, 99.27539895611339, 116, 79, 62, 'Male', 88.58806730918016, 1.845436459499334, 0.077602215, 37, 26.012196968565096, 91.33333333333333, 'Low Risk'),
(179012, 62, 13, '22:46.2', 37.27553843375404, 95.74551732416226, 131, 83, 83, 'Female', 88.66390993506538, 1.9151603072395782, 0.065368525, 48, 24.17333745467589, 99, 'Low Risk'),
(179013, 83, 13, '21:46.2', 37.21738341479676, 98.58007738309193, 115, 78, 50, 'Male', 54.87991435925062, 1.8953115989986051, 0.074205554, 37, 15.27749619144078, 90.33333333333333, 'High Risk'),
(179014, 95, 14, '20:46.2', 36.84887311769574, 97.81214324666267, 121, 81, 75, 'Female', 72.46827462101488, 1.9364042153728604, 0.14943261793456453, 40, 19.326618888177926, 94.33333333333333, 'High Risk'),
(179015, 89, 12, '19:46.2', 37.05004122768891, 95.55200120409648, 110, 80, 64, 'Female', 54.41219030037465, 1.6992772953005448, 0.12002864864528695, 30, 18.843765842171987, 90, 'Low Risk'),
(179016, 76, 18, '18:46.2', 36.38899107066302, 99.17054839311656, 130, 86, 57, 'Male', 51.42627445898288, 1.5187308672860849, 0.10167927198672891, 44, 22.29581867202682, 100.66666666666667, 'Low Risk'),
(179017, 76, 15, '17:46.2', 36.45476838470237, 97.82386943688837, 133, 85, 72, 'Female', 84.77671401851043, 1.7835105701692893, 0.11601471711432103, 48, 26.651717667901895, 101, 'Low Risk'),
(179018, 70, 12, '16:46.2', 36.95871742443354, 95.76473778291904, 124, 78, 78, 'Female', 82.02656313569477, 1.6551924465758696, 0.1291662466142081, 46, 29.940394866862622, 93.33333333333333, 'Low Risk'),
(179019, 67, 15, '15:46.2', 37.17238132531365, 96.13537112334565, 112, 71, 30, 'Male', 96.15521270291055, 1.6745793120453005, 0.14058063318938596, 41, 34.28951873915903, 84.66666666666667, 'High Risk'),
(179020, 91, 13, '14:46.2', 36.12569400698079, 96.28577082022319, 117, 83, 58, 'Male', 79.64423814607743, 1.714297821482416, 0.10847958691354273, 34, 27.10078157, 94.33333333333333, 'High Risk'),
(179021, 70, 14, '13:46.2', 36.11067914724033, 99.6659098, 122, 75, 31, 'Male', 66.47963917764082, 1.5991007080379165, 0.14485974582362876, 47, 25.997825385079718, 90.66666666666667, 'Low Risk'),
(179022, 84, 17, '12:46.2', 36.66563808151568, 98.41778621365073, 111, 70, 62, 'Male', 57.90534956876399, 1.9034336698646535, 0.1132403844254415, 41, 15.982444065218624, 83.66666666666667, 'High Risk'),
(179023, 62, 15, '11:46.2', 36.84607123593638, 99.90868673165185, 121, 70, 78, 'Male', 77.81759251705633, 1.8978247743010777, 0.13104817369539534, 51, 21.60556199114294, 87, 'Low Risk'),
(179024, 77, 17, '10:46.2', 36.97362024997987, 99.61762144249892, 122, 77, 80, 'Male', 74.87358832636184, 1.617327736888118, 0.098502426, 45, 28.62414860249888, 92, 'Low Risk'),
(179025, 81, 12, '09:46.2', 36.05882852641016, 97.85053795689169, 112, 75, 40, 'Male', 73.17574769551044, 1.8256949405669882, 0.11408428223732851, 37, 21.953852631221515, 87.33333333333333, 'Low Risk'),
(179026, 76, 13, '08:46.2', 36.60501392840395, 95.87424835830375, 118, 75, 72, 'Male', 63.19495572798484, 1.6451701055595598, 0.082048219, 43, 23.34859732379869, 89.33333333333333, 'Low Risk'),
(179027, 99, 13, '07:46.2', 36.05691991, 96.05598307, 138, 72, 81, 'Female', 93.57208156, 1.99357005, 0.050966549787723706, 66, 23.544164846939395, 94, 'High Risk'),
(179028, 92, 18, '06:46.2', 36.79138427360132, 95.08980929196429, 117, 76, 46, 'Male', 74.16699908535233, 1.5645131937597139, 0.14484352411595508, 41, 30.300671087487103, 89.66666666666667, 'High Risk'),
(179029, 91, 15, '05:46.2', 37.42177079805489, 96.42053528923019, 124, 74, 40, 'Female', 51.388862682689414, 1.938504020167396, 0.076204787, 50, 13.675260065236744, 90.66666666666666, 'High Risk'),
(179030, 87, 19, '04:46.2', 36.64612863092153, 96.75971146622514, 118, 79, 53, 'Female', 58.357815315357264, 1.6124764285670492, 0.14225974483980974, 39, 22.444620970449105, 92, 'Low Risk'),
(179031, 61, 13, '03:46.2', 36.205652519598175, 99.65770524396292, 112, 80, 59, 'Female', 66.26977630618568, 1.5788614295835934, 0.12710282953288946, 32, 26.584437400321804, 90.66666666666667, 'Low Risk'),
(179032, 80, 18, '02:46.2', 36.79998693905327, 98.44131158476895, 117, 84, 36, 'Male', 79.68258720569128, 1.8696331228960357, 0.1293601534369255, 33, 22.79557963240763, 95, 'Low Risk'),
(179033, 61, 19, '01:46.2', 37.42608157044361, 96.75513181764933, 129, 89, 59, 'Female', 84.40998013440358, 1.8123120445372327, 0.10376224797758091, 40, 25.69968762200246, 102.33333333333333, 'Low Risk'),
(179034, 64, 18, '00:46.2', 36.95420521020285, 95.37513377, 130, 84, 74, 'Female', 63.97008419122896, 1.7349741875692244, 0.11926838743553989, 46, 21.251563474897342, 99.33333333333333, 'Low Risk'),
(179035, 83, 14, '59:46.2', 37.355334190440125, 99.81724454640515, 119, 73, 36, 'Female', 99.69594105564529, 1.519454823, 0.13534896882967065, 46, 43.18191450037817, 88.33333333333333, 'High Risk'),
(179036, 84, 16, '58:46.2', 37.30541969165853, 98.50116822896393, 126, 78, 83, 'Male', 57.35821872611782, 1.5149954194085875, 0.054448663, 48, 24.990388991057493, 94, 'Low Risk'),
(179037, 82, 12, '57:46.2', 36.332630273910205, 98.89374183487385, 122, 88, 76, 'Male', 86.68094962025783, 1.5243424411134325, 0.1182373272674111, 34, 37.30427272084023, 99.33333333333333, 'High Risk'),
(179038, 79, 18, '56:46.2', 36.79532291302735, 96.03323317046922, 136, 82, 85, 'Female', 65.77403564, 1.632277205021258, 0.12039059583729239, 54, 24.68690569, 100, 'Low Risk'),
(179039, 92, 19, '55:46.2', 37.40127079852868, 96.04412074730966, 114, 84, 66, 'Male', 89.94282527830485, 1.8203329122899337, 0.1206954431968746, 30, 27.143439750552908, 94, 'High Risk'),
(179040, 69, 13, '54:46.2', 36.20019158199487, 95.44402395479761, 113, 83, 62, 'Female', 97.46827941, 1.6638578769254628, 0.053627504, 30, 35.20714796555069, 93, 'High Risk'),
(179041, 75, 17, '53:46.2', 37.088657600104796, 98.04954827700367, 126, 78, 25, 'Female', 82.63626803366115, 1.6748952375342652, 0.074736573, 48, 29.45746702923922, 94, 'Low Risk'),
(179042, 93, 18, '52:46.2', 36.59140176968729, 97.67786594246273, 113, 73, 18, 'Male', 88.94070731467976, 1.570929843497575, 0.074373944, 40, 36.04018390999317, 86.33333333333333, 'High Risk'),
(179043, 71, 19, '51:46.2', 37.115006740889285, 95.23619486145573, 126, 76, 41, 'Female', 67.67967110793745, 1.6882592900168214, 0.1029041817593788, 50, 23.745424786521273, 92.66666666666666, 'Low Risk'),
(179044, 61, 19, '50:46.2', 36.320311790010855, 98.05058261473118, 117, 73, 23, 'Male', 72.17797154979618, 1.6450835271177744, 0.063378418, 44, 26.670353096593878, 87.66666666666667, 'Low Risk'),
(179045, 99, 14, '49:46.2', 36.39269917951598, 97.80503576236264, 120, 72, 75, 'Male', 87.63661245945059, 1.757433608619544, 0.072283956, 48, 28.37446795571044, 88, 'High Risk'),
(179046, 80, 14, '48:46.2', 36.88168089, 96.90321213204965, 122, 88, 25, 'Male', 56.600136237758335, 1.9465375318790934, 0.1152671207899602, 34, 14.937981343682221, 99.33333333333333, 'High Risk'),
(179047, 91, 15, '47:46.2', 36.61855153808455, 98.89403278390915, 125, 80, 30, 'Female', 91.83170819897741, 1.7392372474550677, 0.14756193047485716, 45, 30.358129380903986, 95, 'High Risk'),
(179048, 88, 18, '46:46.2', 36.41626887539327, 95.15399075869026, 130, 80, 88, 'Male', 77.57920618775398, 1.9606497439128727, 0.1122122005369729, 50, 20.18112151951462, 96.66666666666666, 'Low Risk'),
(179049, 61, 17, '45:46.2', 36.64969215628426, 97.40104544358223, 126, 88, 37, 'Male', 97.38966199044441, 1.5358987674283047, 0.10931128529280848, 38, 41.28456137210542, 100.66666666666667, 'High Risk'),
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(179051, 78, 12, '43:46.2', 36.34153367719737, 96.83504299014838, 122, 71, 54, 'Female', 96.65583927938707, 1.740125807354766, 0.090579577, 51, 31.92028793957165, 88, 'High Risk'),
(179052, 63, 16, '42:46.2', 36.86448326637186, 96.21659508537653, 127, 83, 31, 'Female', 99.44875835797899, 1.505917146094843, 0.0622433, 44, 43.85278795470562, 97.66666666666667, 'High Risk'),
(179053, 82, 17, '41:46.2', 37.01882848196051, 98.94109320683754, 120, 86, 65, 'Male', 87.12763579053095, 1.9687585511120307, 0.1006955252593131, 34, 22.47869086057834, 97.33333333333333, 'Low Risk'),
(179054, 84, 18, '40:46.2', 36.96769228244844, 97.50654280475493, 138, 80, 40, 'Female', 92.63201482721853, 1.6592983718588834, 0.089231069, 58, 33.644349540996004, 99.33333333333333, 'High Risk'),
(179055, 90, 15, '39:46.2', 36.82805056476518, 96.90522378849064, 138, 86, 87, 'Male', 78.30542587462924, 1.9378887407047327, 0.14127181926788568, 52, 20.85134994267921, 103.33333333333333, 'Low Risk'),
(179056, 84, 12, '38:46.2', 36.05906967408722, 98.36112414670909, 131, 78, 80, 'Male', 67.44574932475145, 1.9680538506931926, 0.12727651361002365, 53, 17.413281822930617, 95.66666666666666, 'High Risk'),
(179057, 92, 14, '37:46.2', 36.971174496556515, 97.45774617639859, 111, 78, 54, 'Female', 67.11834239875685, 1.7974211779201583, 0.074385848, 33, 20.775023010838055, 89, 'High Risk'),
(179058, 73, 12, '36:46.2', 37.01994341323146, 96.99957556484294, 120, 85, 65, 'Male', 79.88314006871884, 1.551158914803102, 0.067333474, 35, 33.20034078752445, 96.66666666666667, 'High Risk'),
(179059, 97, 15, '35:46.2', 36.36108540561917, 95.90206987470198, 134, 87, 60, 'Male', 53.16986633, 1.9571994423467862, 0.136027194, 47, 13.88018970471856, 102.66666666666667, 'High Risk'),
(179060, 89, 18, '34:46.2', 36.80045260280509, 98.35001746330589, 125, 71, 78, 'Female', 94.21407782551998, 1.687647861949158, 0.079091843, 54, 33.07898190417463, 89, 'High Risk'),
(179061, 96, 16, '33:46.2', 36.16737026072822, 99.52841654735168, 136, 77, 86, 'Female', 96.47845904334118, 1.5780137371730576, 0.070078043, 59, 38.744387455113895, 96.66666666666666, 'High Risk'),
(179062, 86, 13, '32:46.2', 36.24818499532309, 97.29693023089101, 133, 89, 40, 'Male', 61.078806926078364, 1.7947168555124122, 0.075208567, 44, 18.962633967513288, 103.66666666666667, 'Low Risk'),
(179063, 83, 18, '31:46.2', 36.45273856314268, 95.60363591903635, 131, 70, 84, 'Female', 89.43679092363729, 1.9956300113623069, 0.140815948, 61, 22.457228348322094, 90.33333333333333, 'Low Risk'),
(179064, 96, 18, '30:46.2', 36.51643831276662, 97.39503845542299, 114, 89, 77, 'Male', 70.48095718, 1.718872894935397, 0.062171585, 25, 23.85526619, 97.33333333333333, 'High Risk'),
(179065, 69, 12, '29:46.2', 37.22335212, 95.55390594, 118, 86, 39, 'Male', 60.13748796425598, 1.8040413188245465, 0.075309423, 32, 18.477887670254145, 96.66666666666667, 'High Risk'),
(179066, 89, 19, '28:46.2', 37.14606267600117, 99.39067239, 139, 83, 52, 'Female', 83.19294693535002, 1.7814858497384258, 0.13328619822147764, 56, 26.21330341, 101.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(179067, 64, 14, '27:46.2', 37.40133285172582, 95.83220529009441, 126, 74, 80, 'Male', 79.13202292900986, 1.603112595212869, 0.080967143, 52, 30.791029913461294, 91.33333333333333, 'High Risk'),
(179068, 80, 15, '26:46.2', 37.05843001335459, 95.55911548920453, 110, 72, 41, 'Male', 57.381786513410425, 1.854386123725475, 0.095839796, 38, 16.686825626967465, 84.66666666666667, 'High Risk'),
(179069, 68, 13, '25:46.2', 36.12156030091875, 96.15413321902845, 133, 89, 49, 'Female', 90.26765677906465, 1.8655751787358898, 0.1264245643798205, 44, 25.936218675411105, 103.66666666666667, 'Low Risk'),
(179070, 68, 19, '24:46.2', 37.48054260202786, 97.48450368979496, 132, 84, 31, 'Female', 77.30557436594928, 1.5773215743985465, 0.094230873, 48, 31.07207983, 100, 'High Risk'),
(179071, 91, 13, '23:46.2', 37.185378663752715, 95.28618525765043, 118, 74, 78, 'Male', 57.98794227961595, 1.7935566701673522, 0.13911301748198052, 44, 18.026337216076147, 88.66666666666667, 'High Risk'),
(179072, 81, 14, '22:46.2', 37.16142638, 96.20544927554933, 110, 80, 66, 'Female', 78.82411867908861, 1.8472190978597647, 0.1431189333691001, 30, 23.10054912753853, 90, 'Low Risk'),
(179073, 68, 16, '21:46.2', 37.18880891848524, 99.88677618, 123, 89, 84, 'Male', 91.44834376410896, 1.8139007749225102, 0.077494072, 34, 27.793855265423815, 100.33333333333333, 'Low Risk'),
(179074, 92, 12, '20:46.2', 37.197661899496204, 95.49231486968549, 112, 74, 44, 'Male', 70.81125803929052, 1.7629833330270346, 0.1469829544632236, 38, 22.782737014325537, 86.66666666666667, 'High Risk'),
(179075, 66, 17, '19:46.2', 36.59282428204252, 96.24584601497922, 118, 89, 84, 'Female', 82.11779974701406, 1.8782863492617856, 0.13184877610839557, 29, 23.27628681415944, 98.66666666666667, 'Low Risk'),
(179076, 86, 19, '18:46.2', 37.356570839060936, 98.38263529966227, 133, 79, 69, 'Female', 53.215087699814084, 1.5470890343447412, 0.12623151171309588, 54, 22.233312202465356, 97, 'Low Risk'),
(179077, 61, 16, '17:46.2', 36.93314241418436, 95.34478682550244, 124, 86, 51, 'Female', 69.25050048946761, 1.9028524776534717, 0.1021499249966728, 38, 19.125494652964775, 98.66666666666667, 'Low Risk'),
(179078, 67, 16, '16:46.2', 36.49450275638142, 95.71517298, 129, 78, 50, 'Female', 97.69414127114021, 1.6393244546433732, 0.1170752252647707, 51, 36.35286844093125, 95, 'High Risk'),
(179079, 71, 19, '15:46.2', 36.95924234689942, 97.93639711, 113, 74, 29, 'Male', 62.646607568417544, 1.5870304430207691, 0.099985008, 39, 24.87293545240397, 87, 'Low Risk'),
(179080, 99, 12, '14:46.2', 36.884067850729444, 95.40384597246668, 132, 78, 23, 'Male', 63.86235662756798, 1.560769225132931, 0.10700263477414866, 54, 26.216067970585097, 96, 'High Risk'),
(179081, 90, 16, '13:46.2', 37.335220812334654, 98.50877575578252, 136, 87, 42, 'Male', 60.505719099489674, 1.8658732509161227, 0.13916667574231348, 49, 17.379294771689082, 103.33333333333333, 'High Risk'),
(179082, 67, 18, '12:46.2', 37.03308857577103, 98.19237517244414, 121, 86, 81, 'Female', 56.55892400859917, 1.896834555497195, 0.089842494, 35, 15.719626870328302, 97.66666666666667, 'High Risk'),
(179083, 79, 16, '11:46.2', 37.19082410404415, 95.63423939976568, 116, 80, 85, 'Male', 70.66036710302745, 1.564584522993137, 0.088942897, 36, 28.865416591004426, 92, 'Low Risk'),
(179084, 81, 18, '10:46.2', 36.95726342097441, 95.68763886674164, 122, 70, 58, 'Male', 96.88971628, 1.8584745669727454, 0.06890236, 52, 28.052039372225057, 87.33333333333333, 'Low Risk'),
(179085, 63, 19, '09:46.2', 36.96105867701451, 99.61732359745004, 138, 73, 24, 'Female', 77.94590859741811, 1.707396544, 0.14301750049664866, 65, 26.737729655924895, 94.66666666666666, 'Low Risk'),
(179086, 76, 19, '08:46.2', 37.39441126598707, 95.54127011807378, 124, 86, 60, 'Female', 59.46046655, 1.6117364993657561, 0.059385409, 38, 22.889706838240212, 98.66666666666667, 'Low Risk'),
(179087, 88, 14, '07:46.2', 36.519028991357466, 95.90735618, 124, 81, 51, 'Male', 79.59311720077437, 1.5666060378665585, 0.14200486503484583, 43, 32.43067005, 95.33333333333333, 'High Risk'),
(179088, 98, 15, '06:46.2', 36.05254374, 97.60077367, 113, 88, 58, 'Male', 59.489990419100394, 1.9551394685526648, 0.075685363, 25, 15.562824252927804, 96.33333333333333, 'High Risk'),
(179089, 87, 16, '05:46.2', 37.32267945180189, 96.31980222975425, 112, 72, 87, 'Female', 69.63851756180966, 1.9178184302672658, 0.1347547151302212, 40, 18.933658588989456, 85.33333333333333, 'Low Risk'),
(179090, 63, 19, '04:46.2', 36.53913779241304, 97.67797374623697, 130, 87, 25, 'Female', 79.41493604708212, 1.5251562094244058, 0.096918542, 43, 34.14078762483614, 101.33333333333333, 'High Risk'),
(179091, 80, 14, '03:46.2', 36.627084852969276, 99.15920854214984, 123, 81, 20, 'Male', 52.82447769362921, 1.7970262717510825, 0.063465783, 42, 16.357855178354136, 95, 'High Risk'),
(179092, 73, 13, '02:46.2', 37.03000914296163, 96.62437341470309, 125, 84, 78, 'Male', 75.71229387069317, 1.9585635622373496, 0.11221238335755329, 41, 19.737450930650862, 97.66666666666667, 'Low Risk'),
(179093, 91, 12, '01:46.2', 37.40769346207809, 98.64678474522489, 121, 85, 23, 'Male', 82.53461880336269, 1.689590921972349, 0.094013442, 36, 28.911659131660173, 97, 'High Risk'),
(179094, 71, 16, '00:46.2', 36.11042630129425, 97.05565742788087, 137, 77, 35, 'Male', 89.84989712865969, 1.8076889141936525, 0.12430012882839479, 60, 27.49604278088931, 97, 'Low Risk'),
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(179271, 92, 14, '03:46.2', 37.34851784796609, 98.95061178, 118, 79, 82, 'Male', 94.18600146169247, 1.7094336454561674, 0.093150519, 39, 32.23159999932218, 92, 'High Risk'),
(179272, 97, 14, '02:46.2', 37.10426164859434, 96.59216318, 126, 71, 58, 'Female', 87.36920032715486, 1.9856725574792247, 0.12654358662283394, 55, 22.158639559355386, 89.33333333333333, 'High Risk'),
(179273, 83, 18, '01:46.2', 36.86879137694572, 96.30236511090834, 120, 74, 82, 'Female', 54.93141881922903, 1.9728663877027954, 0.09635149, 46, 14.113199127775541, 89.33333333333333, 'High Risk'),
(179274, 62, 13, '00:46.2', 36.59784128830377, 98.82981733613808, 113, 89, 84, 'Female', 72.15838, 1.9236391299973725, 0.085439726, 24, 19.500222600101534, 97, 'Low Risk'),
(179275, 91, 16, '59:46.2', 36.91240124055199, 99.91028236167446, 123, 85, 55, 'Female', 80.18157336247205, 1.7788234938432506, 0.10634861311832258, 38, 25.34013127393347, 97.66666666666667, 'High Risk'),
(179276, 89, 16, '58:46.2', 36.645356938057795, 99.29829225732591, 130, 79, 55, 'Male', 56.93256294193945, 1.553315201968812, 0.13267153586109415, 51, 23.59617180997053, 96, 'Low Risk'),
(179277, 60, 17, '57:46.2', 36.421960514279235, 96.24832051125321, 115, 83, 30, 'Female', 93.41196607039423, 1.5462045416494046, 0.082266405, 32, 39.072268233749114, 93.66666666666667, 'High Risk'),
(179278, 76, 17, '56:46.2', 36.34607254160504, 99.43946888555922, 113, 79, 74, 'Female', 70.91983793, 1.5952573300871835, 0.10399985499089212, 34, 27.868027906277675, 90.33333333333333, 'Low Risk'),
(179279, 61, 14, '55:46.2', 36.90355649509416, 95.18688030385694, 124, 88, 61, 'Male', 82.57723732707026, 1.748166920669413, 0.073455354, 36, 27.02057290481949, 100, 'Low Risk'),
(179280, 88, 16, '54:46.2', 36.506539501006955, 96.04740557069132, 129, 71, 55, 'Male', 92.64714740208251, 1.553843543675053, 0.14091034527782934, 58, 38.372268684411985, 90.33333333333333, 'High Risk'),
(179281, 87, 16, '53:46.2', 36.90710472, 96.76070629, 128, 79, 74, 'Female', 96.13311800716409, 1.9186297132274959, 0.065392397, 49, 26.115040074923773, 95.33333333333333, 'Low Risk'),
(179282, 73, 18, '52:46.2', 37.18274503265226, 98.79033352424932, 111, 76, 28, 'Male', 74.25493136220983, 1.763872881554745, 0.11383564332165524, 35, 23.86660988977199, 87.66666666666667, 'Low Risk'),
(179283, 64, 19, '51:46.2', 36.31659278701134, 95.12633644870282, 124, 82, 67, 'Male', 62.54121554264956, 1.6929963817069622, 0.1259923633703811, 42, 21.81997546991594, 96, 'Low Risk'),
(179284, 78, 15, '50:46.2', 36.32804425, 95.43744729856176, 119, 78, 82, 'Male', 60.33529333015696, 1.6732713113622897, 0.11043167998031478, 41, 21.54957445213112, 91.66666666666667, 'Low Risk'),
(179285, 60, 19, '49:46.2', 37.22267065565839, 98.6495628, 119, 83, 65, 'Male', 96.66202948844186, 1.8612030537225441, 0.10513525424218331, 36, 27.904124206460832, 95, 'Low Risk'),
(179286, 83, 18, '48:46.2', 36.58920859358085, 97.33595915281455, 123, 75, 37, 'Male', 55.83305662396032, 1.9402172310137347, 0.08061542, 48, 14.831691715051422, 91, 'High Risk'),
(179287, 98, 13, '47:46.2', 36.057979569147946, 98.57399526966728, 133, 81, 87, 'Male', 74.73915952390664, 1.9017999208126606, 0.10644208479135045, 52, 20.66419824927228, 98.33333333333333, 'High Risk'),
(179288, 91, 16, '46:46.2', 37.15384794334068, 95.63609980323206, 132, 89, 78, 'Male', 80.14970914790901, 1.944270335306765, 0.065446465, 43, 21.202577081074114, 103.33333333333333, 'High Risk'),
(179289, 65, 16, '45:46.2', 36.22401889440377, 97.21232152497824, 114, 87, 83, 'Male', 93.60938006752684, 1.954975534532672, 0.091599947, 27, 24.492702958320354, 96, 'Low Risk'),
(179290, 98, 13, '44:46.2', 36.01700435560802, 97.27844884972573, 121, 74, 42, 'Male', 59.99941383703508, 1.9479381565472143, 0.095264216, 47, 15.812359446092282, 89.66666666666667, 'High Risk'),
(179291, 98, 17, '43:46.2', 36.82523236668508, 96.20906669436509, 118, 80, 22, 'Female', 98.95847646634584, 1.7669325834426042, 0.086227145, 38, 31.696626432447697, 92.66666666666667, 'High Risk'),
(179292, 98, 12, '42:46.2', 36.59138839, 95.84473935177769, 114, 83, 72, 'Female', 52.804131759372304, 1.919271197427538, 0.14591939513278473, 31, 14.334918043048708, 93.33333333333333, 'High Risk'),
(179293, 98, 13, '41:46.2', 37.10045171, 97.68285381683964, 114, 83, 89, 'Male', 82.53200681023799, 1.500612993, 0.12141877476761034, 31, 36.65093012244424, 93.33333333333333, 'High Risk'),
(179294, 66, 16, '40:46.2', 37.04658573315731, 96.05676217119571, 119, 87, 81, 'Female', 57.8897788, 1.6910948436563036, 0.1445221746224657, 32, 20.242584433142124, 97.66666666666667, 'Low Risk'),
(179295, 64, 12, '39:46.2', 37.41002318, 99.35572906113566, 137, 73, 36, 'Female', 52.42516193, 1.8961764300247357, 0.061803608, 64, 14.58083155551153, 94.33333333333333, 'High Risk'),
(179296, 79, 13, '38:46.2', 37.298888329928516, 96.22616909853541, 110, 70, 82, 'Male', 52.61720770708101, 1.957821049394857, 0.1048323057693352, 40, 13.727195226912965, 83.33333333333333, 'High Risk'),
(179297, 76, 17, '37:46.2', 36.83268049321968, 98.55444582347965, 118, 83, 46, 'Male', 53.82739073796202, 1.7774905212656273, 0.12469809136830352, 35, 17.036828088165855, 94.66666666666667, 'High Risk'),
(179298, 92, 13, '36:46.2', 36.479305090605635, 98.45463687, 115, 85, 63, 'Female', 66.84652163391107, 1.7549457995560518, 0.087236242, 30, 21.704580555932253, 95, 'High Risk'),
(179299, 73, 14, '35:46.2', 36.12454315800795, 97.75194112970252, 134, 76, 23, 'Female', 62.137486445796824, 1.8449167642696125, 0.10785046893333494, 58, 18.25576880114563, 95.33333333333333, 'High Risk'),
(179300, 92, 12, '34:46.2', 36.375002820272286, 98.42884994659343, 139, 80, 44, 'Male', 59.024092544913884, 1.894659303001553, 0.07658289, 59, 16.44247028032177, 99.66666666666666, 'High Risk'),
(179301, 96, 12, '33:46.2', 37.41584430382617, 95.83876271694885, 133, 87, 20, 'Female', 59.789003207434234, 1.9938033594077038, 0.094948526, 46, 15.040305790491594, 102.33333333333333, 'High Risk'),
(179302, 94, 15, '32:46.2', 36.637292788797765, 99.11232414491299, 124, 75, 26, 'Female', 52.61870968817127, 1.8499742966306378, 0.14387672904028825, 49, 15.37477629135517, 91.33333333333333, 'High Risk'),
(179303, 64, 18, '31:46.2', 36.86238411130025, 95.12754736197785, 128, 83, 58, 'Male', 87.03188405906104, 1.6808037312737099, 0.084005759, 45, 30.806643167619583, 98, 'High Risk'),
(179304, 79, 16, '30:46.2', 37.17395406498315, 95.10344486402357, 137, 79, 84, 'Female', 59.92688041209206, 1.6361564576536114, 0.073830621, 58, 22.38576853, 98.33333333333333, 'Low Risk'),
(179305, 60, 13, '29:46.2', 37.319684815113554, 99.08360306345924, 119, 81, 40, 'Female', 78.49675755352514, 1.5986456498379755, 0.094446573, 38, 30.714772107644922, 93.66666666666667, 'High Risk'),
(179306, 75, 15, '28:46.2', 36.15753449679191, 97.61092704326119, 117, 87, 56, 'Male', 61.30385620980434, 1.817813758574899, 0.10677477545132996, 30, 18.55192677959171, 97, 'Low Risk'),
(179307, 65, 16, '27:46.2', 36.595322670611615, 97.61942636301606, 133, 73, 31, 'Female', 51.90303665775426, 1.7658194365298034, 0.096836453, 60, 16.645627893681045, 93, 'High Risk'),
(179308, 62, 15, '26:46.2', 37.196129982226644, 99.51010495, 130, 80, 34, 'Male', 55.66114535355861, 1.856302696575208, 0.087340514, 50, 16.15305037879503, 96.66666666666666, 'High Risk'),
(179309, 66, 17, '25:46.2', 37.33062862717816, 97.81054066777547, 125, 71, 87, 'Male', 58.90174300769917, 1.5082213655547658, 0.13395794479389223, 54, 25.89392996587775, 89, 'Low Risk'),
(179310, 95, 12, '24:46.2', 36.09990172653696, 96.91910234068514, 112, 77, 67, 'Female', 94.92806198876389, 1.7134547838688796, 0.14061105241578803, 35, 32.333246843801305, 88.66666666666667, 'High Risk'),
(179311, 92, 15, '23:46.2', 37.38592972907608, 96.08329695240977, 111, 85, 30, 'Male', 68.32361303509893, 1.571395284499887, 0.066107425, 26, 27.669412196687393, 93.66666666666667, 'High Risk'),
(179312, 65, 16, '22:46.2', 36.29080471503155, 96.73314167, 128, 86, 74, 'Female', 64.89642355931478, 1.7865482547162133, 0.1342153133026745, 42, 20.332522496759154, 100, 'Low Risk'),
(179313, 89, 15, '21:46.2', 37.20601865441843, 95.23822804020614, 121, 73, 86, 'Male', 61.05683322785233, 1.8137403042832219, 0.10315693835593209, 48, 18.560260514887567, 89, 'Low Risk'),
(179314, 60, 17, '20:46.2', 36.037411141059785, 98.17299432957557, 135, 74, 67, 'Female', 81.18100458, 1.5675631908672927, 0.10110448372810665, 61, 33.03728176746145, 94.33333333333333, 'High Risk'),
(179315, 66, 12, '19:46.2', 36.674817754769386, 97.87657584773763, 126, 70, 59, 'Male', 93.57083189594076, 1.8485904601532543, 0.1300352651747594, 56, 27.38161600167107, 88.66666666666666, 'Low Risk'),
(179316, 65, 15, '18:46.2', 37.40721278089092, 99.34854188, 112, 84, 40, 'Female', 79.60796577, 1.9150200883385822, 0.056015707, 28, 21.70750243618528, 93.33333333333333, 'Low Risk'),
(179317, 91, 13, '17:46.2', 36.87308267321504, 99.53804157481115, 116, 70, 69, 'Female', 84.69006185691131, 1.6063995008718956, 0.14653588922854965, 46, 32.81899887587407, 85.33333333333333, 'High Risk'),
(179318, 81, 15, '16:46.2', 36.76266054, 99.98301210253277, 123, 78, 23, 'Female', 60.67907146700251, 1.583310433839277, 0.1371995220177973, 45, 24.2050943, 93, 'Low Risk'),
(179319, 88, 13, '15:46.2', 36.675629056879515, 97.54314767868614, 125, 71, 49, 'Female', 79.77601551202643, 1.7808332118044858, 0.10937917564916876, 54, 25.15508842606502, 89, 'Low Risk'),
(179320, 87, 12, '14:46.2', 36.24246153839587, 98.69258212939896, 115, 71, 57, 'Male', 66.93213892238172, 1.9651213314568827, 0.12019632504324498, 44, 17.332290676030965, 85.66666666666667, 'High Risk'),
(179321, 67, 15, '13:46.2', 36.75427604638766, 95.88848725080585, 111, 78, 22, 'Male', 54.64663693739697, 1.642939024, 0.1258293846716436, 33, 20.245129039939975, 89, 'Low Risk'),
(179322, 73, 15, '12:46.2', 36.58473843345371, 96.43657135173292, 114, 75, 55, 'Female', 65.65539490403386, 1.6985324483799134, 0.11883822715425908, 39, 22.757404136085196, 88, 'Low Risk'),
(179323, 74, 18, '11:46.2', 36.51412551, 96.64321063909956, 119, 77, 85, 'Female', 85.82912361448084, 1.5346558690507788, 0.066272995, 42, 36.44287813939211, 91, 'High Risk'),
(179324, 72, 14, '10:46.2', 37.31972097093705, 97.02711251260627, 115, 70, 24, 'Female', 74.77345429728135, 1.875399976567909, 0.11777816468883058, 45, 21.259822373164482, 85, 'Low Risk'),
(179325, 73, 16, '09:46.2', 36.11392183532567, 95.25895013313779, 127, 73, 21, 'Male', 54.53067136299309, 1.9069965205714035, 0.14906236800239483, 54, 14.994812628901592, 91, 'High Risk'),
(179326, 94, 19, '08:46.2', 36.38520192116976, 98.94789920321281, 115, 70, 77, 'Female', 89.60249263, 1.603010140816831, 0.11995921377908597, 45, 34.86964707990625, 85, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(179327, 82, 19, '07:46.2', 37.10481744645395, 97.31084085913815, 137, 80, 39, 'Male', 53.87731313481399, 1.7572635501141325, 0.074948966, 57, 17.447456638967676, 99, 'High Risk'),
(179328, 84, 18, '06:46.2', 36.07385768420285, 95.56512991824972, 134, 88, 55, 'Male', 76.60493199447531, 1.7430236214758013, 0.13243539887893557, 46, 25.214489860676192, 103.33333333333333, 'Low Risk'),
(179329, 74, 13, '05:46.2', 36.39080334030053, 98.48932326157835, 112, 79, 21, 'Female', 73.56261495043634, 1.8756556364756936, 0.12153164736959574, 33, 20.90985137277572, 90, 'Low Risk'),
(179330, 94, 18, '04:46.2', 37.33016199581317, 95.83801529060318, 138, 79, 63, 'Female', 69.54430351145646, 1.6544749965851777, 0.060048273345520556, 59, 25.40628382933767, 98.66666666666666, 'High Risk'),
(179331, 85, 16, '03:46.2', 36.417908610848706, 97.30617186863654, 124, 77, 42, 'Male', 85.54417782195253, 1.792057889829857, 0.062266821939267164, 47, 26.63706601205615, 92.66666666666667, 'Low Risk'),
(179332, 65, 17, '02:46.2', 36.436107846350104, 97.99578868912172, 129, 83, 30, 'Female', 96.64367492105548, 1.9417376204787928, 0.14781723179811196, 46, 25.632581437468033, 98.33333333333333, 'Low Risk'),
(179333, 94, 14, '01:46.2', 37.025424992134475, 97.62715793629091, 137, 71, 73, 'Female', 70.20287868, 1.9259160437531218, 0.14787919551733192, 66, 18.926931865539157, 93, 'High Risk'),
(179334, 75, 17, '00:46.2', 36.93578180849418, 96.05332740991244, 129, 79, 86, 'Female', 51.77878623114584, 1.9278732379915988, 0.093630966, 50, 13.931404955655172, 95.66666666666666, 'High Risk'),
(179335, 79, 17, '59:46.2', 36.974082465718304, 99.26302699106047, 128, 70, 72, 'Female', 66.48449029, 1.5107379115433928, 0.14491972558012434, 58, 29.130107537184355, 89.33333333333333, 'Low Risk'),
(179336, 60, 12, '58:46.2', 37.30763683761211, 96.36147266172397, 115, 76, 29, 'Male', 86.83997179287508, 1.5255718953680009, 0.10945775442183157, 39, 37.312497119811326, 89, 'High Risk'),
(179337, 67, 19, '57:46.2', 36.90547444, 98.32276639833562, 125, 80, 51, 'Male', 75.35878826346857, 1.7869842049424298, 0.10930092964821966, 45, 23.598939068405073, 95, 'Low Risk'),
(179338, 72, 12, '56:46.2', 36.00380598831823, 99.84171497313501, 131, 76, 28, 'Male', 89.81990045980005, 1.7129021956543218, 0.1361038029369781, 55, 30.613108963715057, 94.33333333333333, 'High Risk'),
(179339, 76, 19, '55:46.2', 36.69908990014755, 96.93670870116462, 124, 70, 89, 'Male', 85.55416744, 1.5572504323777987, 0.078466437, 54, 35.279648468812205, 88, 'High Risk'),
(179340, 85, 17, '54:46.2', 37.33790666794882, 99.28641085, 127, 75, 41, 'Male', 65.20319005147205, 1.7695783206803477, 0.1468943812120893, 52, 20.82232716314066, 92.33333333333333, 'Low Risk'),
(179341, 89, 18, '53:46.2', 36.64757310390511, 99.25655795549187, 138, 81, 65, 'Male', 68.14787305254158, 1.512066099176718, 0.08447774, 57, 29.80648423095431, 100, 'Low Risk'),
(179342, 60, 17, '52:46.2', 36.41953001159725, 95.73836612141915, 115, 78, 67, 'Female', 89.82557955727091, 1.8106796676159933, 0.080674046, 37, 27.397868585668398, 90.33333333333333, 'Low Risk'),
(179343, 60, 17, '51:46.2', 36.731594973500684, 97.02073068754923, 131, 87, 57, 'Female', 61.467772336108325, 1.9670643346442356, 0.091176325, 44, 15.885845914129343, 101.66666666666667, 'High Risk'),
(179344, 69, 15, '50:46.2', 37.346816863532894, 95.08461653977832, 112, 70, 46, 'Female', 57.09044785363644, 1.7559789410381104, 0.090253713, 42, 18.515048049134844, 84, 'Low Risk'),
(179345, 69, 13, '49:46.2', 37.04851866379342, 97.16394897594812, 111, 86, 65, 'Female', 87.46383205, 1.862039967700903, 0.1318422158868499, 25, 25.226122703199202, 94.33333333333333, 'Low Risk'),
(179346, 97, 19, '48:46.2', 36.55798874595699, 98.76504274654921, 113, 79, 73, 'Male', 75.09806131405267, 1.5341300699679206, 0.062321737, 34, 31.908350996709245, 90.33333333333333, 'High Risk'),
(179347, 87, 15, '47:46.2', 36.51961314208007, 98.05117106, 117, 72, 69, 'Male', 53.98904994429293, 1.7956625882760433, 0.10487501689782122, 45, 16.743884374273666, 87, 'High Risk'),
(179348, 96, 16, '46:46.2', 37.46084111456221, 97.35213912401318, 115, 82, 31, 'Female', 72.56907085320277, 1.9670454397050396, 0.077113269, 33, 18.75524655296423, 93, 'High Risk'),
(179349, 65, 15, '45:46.2', 36.316500162139135, 99.75173244943257, 111, 89, 60, 'Male', 93.55017269676247, 1.8066660828479775, 0.095671354, 22, 28.66083313, 96.33333333333333, 'Low Risk'),
(179350, 95, 16, '44:46.2', 36.098165969212445, 98.22551487322544, 114, 89, 32, 'Male', 54.226779097015616, 1.7004925191144764, 0.13832363456539581, 25, 18.752723838505087, 97.33333333333333, 'High Risk'),
(179351, 68, 13, '43:46.2', 37.05940256380394, 97.53747346901297, 111, 77, 23, 'Female', 85.86784772, 1.6071099873377375, 0.11529259059136028, 34, 33.245998228388295, 88.33333333333333, 'High Risk'),
(179352, 91, 15, '42:46.2', 37.18048911943833, 95.46743928264574, 113, 84, 66, 'Male', 75.85256235, 1.6149197158902289, 0.12533255414520778, 29, 29.084954099838313, 93.66666666666667, 'High Risk'),
(179353, 90, 13, '41:46.2', 36.959084537072016, 95.54458523800558, 135, 80, 78, 'Female', 56.163543282742204, 1.6670869885764357, 0.057803089, 55, 20.20868131465821, 98.33333333333333, 'Low Risk'),
(179354, 60, 17, '40:46.2', 36.073203260547444, 96.30219757, 134, 81, 58, 'Female', 85.26307179101596, 1.5489235210502459, 0.13495297282687163, 53, 35.53865811546326, 98.66666666666666, 'High Risk'),
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(179531, 76, 18, '43:46.2', 36.752675258121165, 95.72472211576483, 122, 82, 49, 'Male', 86.63461571564699, 1.8572346522515406, 0.086755597, 40, 25.116429271016628, 95.33333333333333, 'Low Risk'),
(179532, 66, 13, '42:46.2', 36.00455836330815, 98.41830819508789, 116, 74, 18, 'Male', 54.67687364542583, 1.8286960057238288, 0.062609523, 42, 16.350108597885974, 88, 'High Risk'),
(179533, 96, 17, '41:46.2', 36.52889247229508, 96.22525898, 116, 70, 43, 'Female', 88.66493016808595, 1.6125548604539257, 0.13613231584333946, 46, 34.09752677815766, 85.33333333333333, 'High Risk'),
(179534, 70, 14, '40:46.2', 37.03132827828107, 98.29937501, 122, 77, 46, 'Female', 84.95752000828921, 1.5855694781005192, 0.073407618, 45, 33.79335200852821, 92, 'High Risk'),
(179535, 98, 18, '39:46.2', 36.14329093770547, 97.25709700022878, 117, 88, 25, 'Male', 63.78718373689724, 1.8814288227357592, 0.10735638281451412, 29, 18.020126781587933, 97.66666666666667, 'High Risk'),
(179536, 63, 17, '38:46.2', 36.93551786849562, 98.42490589284425, 123, 76, 65, 'Male', 54.56991267903295, 1.7817791887539292, 0.069074037, 47, 17.18879748064271, 91.66666666666667, 'High Risk'),
(179537, 63, 19, '37:46.2', 36.471334677955205, 98.18632141799263, 126, 75, 68, 'Female', 90.54602102941192, 1.9197798272245188, 0.082756268, 51, 24.567814406407635, 92, 'Low Risk'),
(179538, 62, 13, '36:46.2', 36.70107304890084, 97.69970105301007, 136, 72, 78, 'Male', 61.71452952073263, 1.577137006588095, 0.14508317778219898, 64, 24.811246179366098, 93.33333333333333, 'Low Risk'),
(179539, 68, 15, '35:46.2', 36.18165578897779, 97.29680874737497, 123, 74, 57, 'Male', 57.35346797788431, 1.5855996623013677, 0.094032132, 49, 22.812484888592788, 90.33333333333333, 'Low Risk'),
(179540, 96, 19, '34:46.2', 37.148093994791274, 98.52615190106154, 116, 70, 76, 'Male', 91.54785263242474, 1.567460187927818, 0.052689975, 46, 37.26105300068918, 85.33333333333333, 'High Risk'),
(179541, 86, 13, '33:46.2', 37.10525447853696, 98.02749049006496, 132, 76, 66, 'Female', 84.88091695718728, 1.5921651412402449, 0.11977767973156274, 56, 33.48373067, 94.66666666666666, 'High Risk'),
(179542, 67, 17, '32:46.2', 36.307094237737296, 96.79590402948362, 134, 75, 34, 'Male', 80.13757337698507, 1.8429700832445532, 0.1312613062867667, 59, 23.59389360781367, 94.66666666666666, 'Low Risk'),
(179543, 69, 13, '31:46.2', 37.46779344474938, 99.60488355230743, 127, 71, 65, 'Male', 76.27120041900137, 1.837741276, 0.12881459916843113, 56, 22.583530788643124, 89.66666666666666, 'Low Risk'),
(179544, 64, 13, '30:46.2', 36.9626706, 96.83004774182193, 126, 85, 33, 'Male', 97.80538476968042, 1.9326362284241836, 0.081050438, 41, 26.18560022134297, 98.66666666666667, 'Low Risk'),
(179545, 67, 16, '29:46.2', 36.667243531789076, 98.32853515933495, 133, 84, 87, 'Male', 74.92467705570084, 1.6777199039761042, 0.063546626, 49, 26.618646323581896, 100.33333333333333, 'Low Risk'),
(179546, 93, 18, '28:46.2', 37.079568014390446, 99.52353578169728, 124, 87, 53, 'Male', 85.22773112116755, 1.9196637043423415, 0.059049905, 37, 23.127602788936127, 99.33333333333333, 'High Risk'),
(179547, 91, 14, '27:46.2', 36.90988640148859, 96.70485604203743, 137, 78, 64, 'Male', 95.02572052431206, 1.9370243534106537, 0.060440244, 59, 25.326256986856045, 97.66666666666666, 'High Risk'),
(179548, 60, 12, '26:46.2', 36.38153459, 97.50567886117824, 120, 76, 61, 'Male', 67.09844971585629, 1.9071184612927807, 0.14639455, 44, 18.448333696772867, 90.66666666666667, 'High Risk'),
(179549, 98, 16, '25:46.2', 36.79590617, 98.02801442, 128, 85, 85, 'Female', 81.72210758454887, 1.994934981399785, 0.060778323850814976, 43, 20.534402326352836, 99.33333333333333, 'High Risk'),
(179550, 60, 18, '24:46.2', 37.107782858339206, 96.95358075, 125, 75, 80, 'Female', 63.022860333685884, 1.5984512871750702, 0.072364834, 50, 24.66603245879473, 91.66666666666666, 'Low Risk'),
(179551, 80, 15, '23:46.2', 36.85767744597384, 95.22142977439064, 136, 81, 43, 'Female', 71.78840467468542, 1.716064610989949, 0.081466351, 55, 24.377380248405224, 99.33333333333333, 'Low Risk'),
(179552, 72, 18, '22:46.2', 36.16797871068882, 95.90648538838086, 133, 82, 43, 'Male', 78.96873626554768, 1.619933724452793, 0.10339470837280883, 51, 30.092668044285105, 99, 'High Risk'),
(179553, 87, 12, '21:46.2', 37.262170828706275, 97.57370708286516, 136, 72, 67, 'Female', 77.34115786, 1.6427505222132912, 0.075531206, 64, 28.65942294716816, 93.33333333333333, 'Low Risk'),
(179554, 69, 13, '20:46.2', 36.65471126240541, 98.75355339637092, 132, 78, 60, 'Female', 59.433830512908116, 1.7612831278678382, 0.098558654, 54, 19.159111806310282, 96, 'Low Risk'),
(179555, 60, 14, '19:46.2', 36.9123172, 96.14811987731267, 115, 74, 56, 'Female', 92.37179100016616, 1.6481803961015216, 0.13357731392448646, 41, 34.00398968912387, 87.66666666666667, 'High Risk'),
(179556, 84, 12, '18:46.2', 36.542038804196984, 96.57034713822097, 112, 71, 50, 'Male', 59.99724985605225, 1.959006482454083, 0.058551724, 41, 15.633621655547815, 84.66666666666667, 'High Risk'),
(179557, 67, 16, '17:46.2', 36.82697311372782, 97.18241543532918, 122, 81, 89, 'Female', 95.46374199846215, 1.8497291990059963, 0.0947499, 41, 27.901152927446123, 94.66666666666667, 'Low Risk'),
(179558, 89, 13, '16:46.2', 37.26116393010059, 98.67698768858313, 115, 88, 83, 'Female', 89.98782299877263, 1.9734350078813168, 0.090670211, 27, 23.106708689740042, 97, 'Low Risk'),
(179559, 83, 12, '15:46.2', 36.56456745701219, 98.34151817871165, 116, 86, 31, 'Male', 91.49002138639827, 1.7730557798336193, 0.14005698465351502, 30, 29.102408464031058, 96, 'Low Risk'),
(179560, 75, 17, '14:46.2', 36.33324826742239, 99.68569486684513, 132, 72, 18, 'Female', 62.32362263132759, 1.908862929, 0.081679091, 60, 17.10421714366768, 92, 'High Risk'),
(179561, 74, 12, '13:46.2', 36.73470120540406, 96.05456080382469, 111, 73, 20, 'Female', 89.27961028189313, 1.9111803266509548, 0.11956211690622587, 38, 24.442687391139966, 85.66666666666667, 'Low Risk'),
(179562, 67, 13, '12:46.2', 36.30120763868877, 95.32154968, 123, 80, 50, 'Male', 94.93893887495766, 1.8002139511062931, 0.12118453949303522, 43, 29.295177063585864, 94.33333333333333, 'Low Risk'),
(179563, 84, 18, '11:46.2', 36.362774388243366, 99.49043334479265, 110, 88, 21, 'Female', 95.45889214, 1.592109289942325, 0.14897723102282606, 22, 37.659160709182025, 95.33333333333333, 'High Risk'),
(179564, 88, 19, '10:46.2', 37.25806004, 95.82942775182607, 127, 76, 44, 'Male', 57.859234276513405, 1.7579295821376038, 0.064746857, 51, 18.722754078367497, 93, 'Low Risk'),
(179565, 75, 13, '09:46.2', 36.11835704364473, 97.20343824125439, 135, 71, 82, 'Female', 60.17066701892117, 1.655801945722858, 0.11352380291824786, 64, 21.946640449382596, 92.33333333333333, 'Low Risk'),
(179566, 69, 18, '08:46.2', 37.05707888, 98.18501297920835, 139, 85, 84, 'Female', 76.70021626, 1.6143868326689481, 0.1182068034941175, 54, 29.429397776472886, 103, 'Low Risk'),
(179567, 69, 14, '07:46.2', 37.209639039790076, 95.86958347248824, 112, 77, 23, 'Male', 73.28869000509692, 1.9724313243901725, 0.058547713, 35, 18.837929923701736, 88.66666666666667, 'Low Risk'),
(179568, 81, 18, '06:46.2', 36.44911029926113, 98.02245744, 131, 78, 46, 'Male', 51.262940554017646, 1.7626269399544647, 0.10728990075466996, 53, 16.499953012927698, 95.66666666666666, 'High Risk'),
(179569, 98, 16, '05:46.2', 36.580822199254634, 99.16920563, 123, 81, 48, 'Male', 83.55157614066954, 1.828478146848671, 0.11348283920236324, 42, 24.990508811645427, 95, 'High Risk'),
(179570, 62, 19, '04:46.2', 36.677397771205634, 97.06261842236954, 126, 80, 18, 'Female', 85.94071771596609, 1.6223744042826536, 0.080248299, 46, 32.65102386376465, 95.33333333333333, 'High Risk'),
(179571, 89, 12, '03:46.2', 37.384343392115326, 95.99973756927537, 134, 73, 21, 'Female', 53.88075644001775, 1.7744242726211645, 0.1274982887753586, 61, 17.112708199727024, 93.33333333333333, 'High Risk'),
(179572, 88, 17, '02:46.2', 37.473329565292666, 97.33008063403233, 126, 82, 74, 'Male', 97.16463449396701, 1.581103734367459, 0.10284656253201427, 44, 38.867579225342546, 96.66666666666667, 'High Risk'),
(179573, 68, 19, '01:46.2', 37.214388826787435, 98.11737175027878, 118, 82, 39, 'Male', 78.88981317570645, 1.8768636626227888, 0.11999711568758235, 36, 22.395227331227247, 94, 'Low Risk'),
(179574, 90, 17, '00:46.2', 37.06599013486026, 95.44904404828425, 117, 74, 38, 'Male', 73.90721057, 1.6965954626224333, 0.12919266460216122, 43, 25.676168019367893, 88.33333333333333, 'Low Risk'),
(179575, 93, 13, '59:46.2', 37.09127807600476, 96.74531517587158, 125, 82, 29, 'Female', 66.65331499, 1.763818668006358, 0.095246078, 43, 21.424657320318296, 96.33333333333333, 'High Risk'),
(179576, 83, 12, '58:46.2', 36.92126671937285, 98.05392968585802, 137, 79, 79, 'Male', 97.32163681479089, 1.9098410156533534, 0.055779585, 58, 26.681790666631166, 98.33333333333333, 'Low Risk'),
(179577, 94, 16, '57:46.2', 37.22664995517687, 99.84610391488299, 138, 76, 53, 'Male', 89.41312069296114, 1.951298756424587, 0.096448553, 62, 23.483007528119956, 96.66666666666666, 'High Risk'),
(179578, 99, 16, '56:46.2', 36.842328814352875, 96.10987053484178, 133, 73, 40, 'Female', 90.18901486824942, 1.8163448548779573, 0.068573805, 60, 27.33738865031071, 93, 'High Risk'),
(179579, 67, 16, '55:46.2', 36.88897312266168, 98.80069134795927, 123, 80, 69, 'Female', 60.65770138473658, 1.555384537996641, 0.08047839, 43, 25.07323632, 94.33333333333333, 'Low Risk'),
(179580, 98, 16, '54:46.2', 36.89227491507356, 96.43024810456123, 120, 82, 75, 'Female', 99.17069838449828, 1.7312550451909792, 0.11891764321404143, 38, 33.08729530938232, 94.66666666666667, 'High Risk'),
(179581, 91, 16, '53:46.2', 36.19703267342095, 98.20228898885651, 110, 76, 70, 'Male', 73.51681120711868, 1.8362363188243132, 0.052360609, 34, 21.80366573, 87.33333333333333, 'High Risk'),
(179582, 93, 15, '52:46.2', 36.65697476208244, 99.88688011074917, 139, 81, 71, 'Male', 54.125678450174114, 1.7299733695183148, 0.052517799, 58, 18.085250038027084, 100.33333333333333, 'High Risk'),
(179583, 97, 14, '51:46.2', 36.16967251284458, 98.00736311629015, 126, 71, 80, 'Male', 53.14300022741401, 1.7878775602437558, 0.11400570559198121, 55, 16.625339478189947, 89.33333333333333, 'High Risk'),
(179584, 95, 17, '50:46.2', 36.319332644170316, 98.26873171589273, 114, 86, 48, 'Male', 50.95709887614833, 1.7844071934858907, 0.088850208, 28, 16.00356594620553, 95.33333333333333, 'High Risk'),
(179585, 71, 16, '49:46.2', 36.92683842319698, 98.93340576186047, 137, 78, 35, 'Male', 63.570449813426045, 1.522351280394039, 0.066952783, 59, 27.429982515036304, 97.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(179587, 89, 19, '47:46.2', 36.41208023418185, 97.08959793656636, 123, 70, 36, 'Female', 90.59478431626837, 1.5389981947933027, 0.0515787, 53, 38.24960675766076, 87.66666666666666, 'High Risk'),
(179588, 65, 14, '46:46.2', 37.26799541590981, 95.07916429768406, 132, 72, 78, 'Male', 94.93688424000813, 1.8910116891164952, 0.076056361, 60, 26.548900971881412, 92, 'Low Risk'),
(179589, 93, 18, '45:46.2', 37.149502252866476, 98.81949039419891, 111, 73, 42, 'Female', 93.37701918165001, 1.7948542742014357, 0.055694729967862025, 38, 28.98555489853899, 85.66666666666667, 'High Risk'),
(179590, 90, 12, '44:46.2', 36.220411313575994, 95.41461753773032, 124, 81, 83, 'Female', 56.304347833334425, 1.9069794806156566, 0.10083935528511184, 43, 15.482813855903068, 95.33333333333333, 'High Risk'),
(179591, 89, 18, '43:46.2', 37.16938247944212, 98.76014235, 139, 80, 38, 'Female', 77.69830887104922, 1.7152502980982618, 0.098160327, 59, 26.409279893969092, 99.66666666666666, 'Low Risk'),
(179592, 92, 19, '42:46.2', 36.77824300424357, 96.27471126, 137, 77, 53, 'Male', 73.16307478278654, 1.5397383290060542, 0.11613437340911294, 60, 30.860155299743475, 97, 'High Risk'),
(179593, 74, 16, '41:46.2', 37.48888344081764, 99.98318263, 129, 77, 32, 'Female', 65.21221912756843, 1.951908473, 0.090139032, 52, 17.116307527271026, 94.33333333333333, 'High Risk'),
(179594, 94, 15, '40:46.2', 37.19209331396162, 99.95670546960584, 138, 89, 65, 'Female', 83.42996896013372, 1.8230800791215547, 0.051701846, 49, 25.10213095610236, 105.33333333333333, 'High Risk'),
(179595, 68, 19, '39:46.2', 36.11787850720822, 98.10040564, 130, 88, 18, 'Female', 86.59599751556243, 1.6492420504391587, 0.10749914793349344, 42, 31.836771506620657, 102, 'High Risk'),
(179596, 62, 17, '38:46.2', 36.14152591508334, 99.9101455, 124, 88, 46, 'Female', 75.07321983373302, 1.5453096252939706, 0.070195841, 36, 31.437935849539574, 100, 'High Risk'),
(179597, 80, 13, '37:46.2', 36.48362889013659, 96.84549613766417, 131, 82, 76, 'Female', 82.70820715, 1.7569670683450842, 0.092514386, 49, 26.793001231868196, 98.33333333333333, 'Low Risk'),
(179598, 97, 19, '36:46.2', 36.10679062952012, 97.75284336967898, 135, 70, 30, 'Female', 70.70256494641627, 1.6251698282902227, 0.10313133928149937, 65, 26.769340232966584, 91.66666666666666, 'High Risk'),
(179599, 64, 17, '35:46.2', 37.01567886193804, 95.14983778711544, 127, 85, 41, 'Male', 60.83336896350323, 1.8403826366553995, 0.11601841633307057, 42, 17.960797401667875, 99, 'High Risk'),
(179600, 95, 19, '34:46.2', 36.03834311762207, 97.69270895559433, 135, 71, 31, 'Female', 81.59157789638031, 1.8876352505026652, 0.053014283, 64, 22.89861283078367, 92.33333333333333, 'High Risk'),
(179601, 90, 15, '33:46.2', 37.33725068, 99.05817410471171, 138, 87, 78, 'Male', 87.60296813823265, 1.6946922882847437, 0.1024863617772698, 51, 30.50261791446432, 104, 'High Risk'),
(179602, 95, 13, '32:46.2', 36.807351310105204, 98.83119773227455, 116, 72, 76, 'Female', 63.975159209972546, 1.6638409958898543, 0.10068029947952394, 44, 23.109350188916004, 86.66666666666667, 'High Risk'),
(179603, 62, 18, '31:46.2', 36.35885226495881, 95.64475762915673, 113, 86, 50, 'Female', 60.445558284642644, 1.6584658744464638, 0.061357171, 27, 21.976134976660486, 95, 'Low Risk'),
(179604, 61, 19, '30:46.2', 36.80027788877597, 97.26337444258982, 139, 83, 52, 'Male', 57.34323716, 1.7336922377988713, 0.14436101311398258, 56, 19.07823512074908, 101.66666666666666, 'Low Risk'),
(179605, 70, 12, '29:46.2', 37.31813260571711, 99.41910695004033, 133, 77, 87, 'Female', 84.31065841506134, 1.8472485459106416, 0.1489378151538769, 56, 24.70767125, 95.66666666666666, 'Low Risk'),
(179606, 72, 18, '28:46.2', 36.003934674845155, 95.9122221, 115, 76, 38, 'Female', 51.652566976650405, 1.9984410558248813, 0.063279023, 39, 12.933296172926605, 89, 'High Risk'),
(179607, 91, 12, '27:46.2', 36.82076175415396, 98.88079859981481, 123, 74, 86, 'Male', 53.21856748098071, 1.556691822833037, 0.11651651477062322, 49, 21.96129228, 90.33333333333333, 'High Risk'),
(179608, 91, 17, '26:46.2', 36.12937643324949, 97.07796889335438, 114, 72, 21, 'Female', 99.38268643452764, 1.8486102307694856, 0.053219108, 42, 29.081715908832802, 86, 'High Risk'),
(179609, 74, 16, '25:46.2', 36.29784798768277, 98.72300813092625, 130, 85, 42, 'Female', 70.67593900275433, 1.6619762138004832, 0.14832870410397714, 45, 25.587153794148612, 100, 'Low Risk'),
(179610, 63, 14, '24:46.2', 36.10532141619219, 96.99726155108803, 129, 84, 20, 'Female', 71.16535991925585, 1.7370574078546013, 0.085605565, 45, 23.585240376584878, 99, 'Low Risk'),
(179611, 96, 17, '23:46.2', 37.43609920919586, 95.99441922211534, 138, 75, 85, 'Male', 98.14214270990031, 1.6914398709805207, 0.051595489, 63, 34.30381395133266, 96, 'High Risk'),
(179612, 91, 12, '22:46.2', 37.14360915977382, 95.69202714, 122, 75, 73, 'Male', 98.80734243294734, 1.7441604664965549, 0.099347709, 47, 32.480024006048275, 90.66666666666667, 'High Risk'),
(179613, 60, 12, '21:46.2', 36.86579242162578, 97.29283455423423, 136, 78, 57, 'Male', 88.55377826629072, 1.6717251472032004, 0.072934472, 58, 31.68672427173583, 97.33333333333333, 'High Risk'),
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(179790, 93, 16, '24:46.2', 37.24636122064133, 95.61168771904521, 129, 77, 65, 'Female', 64.52004653890296, 1.7602125532747817, 0.11205609418291639, 52, 20.824013859329995, 94.33333333333333, 'High Risk'),
(179791, 71, 18, '23:46.2', 37.43161343050093, 99.05317515394975, 136, 72, 30, 'Male', 88.57523723068081, 1.9451676690496198, 0.14438987224870126, 64, 23.409828885331777, 93.33333333333333, 'Low Risk'),
(179792, 60, 15, '22:46.2', 37.17733165064927, 98.93449521096592, 120, 78, 28, 'Male', 63.20797029373667, 1.7893669958219576, 0.12842372301244365, 42, 19.741175039868267, 92, 'Low Risk'),
(179793, 85, 17, '21:46.2', 36.57908348388587, 96.52827544977077, 110, 83, 60, 'Male', 77.33148471419148, 1.5695643200160432, 0.099816772, 27, 31.39049131860477, 92, 'High Risk'),
(179794, 72, 14, '20:46.2', 36.64300295494559, 97.75399422574279, 136, 87, 25, 'Female', 52.55094540873073, 1.5434728163398936, 0.1487757528376713, 49, 22.058834551984724, 103.33333333333333, 'Low Risk'),
(179795, 77, 12, '19:46.2', 36.03762862939124, 95.89882019, 120, 87, 51, 'Male', 95.47573811218494, 1.8099363801190473, 0.052207518, 33, 29.14515742488133, 98, 'Low Risk'),
(179796, 92, 16, '18:46.2', 36.82006207, 95.69475979026399, 123, 88, 26, 'Female', 81.03328614296274, 1.8538417564055956, 0.094363977, 35, 23.57860630400694, 99.66666666666667, 'High Risk'),
(179797, 69, 17, '17:46.2', 36.57298425760204, 96.27188569431115, 129, 77, 18, 'Male', 76.06594339268337, 1.9481179506900799, 0.12864654415782925, 52, 20.04286307942475, 94.33333333333333, 'Low Risk'),
(179798, 66, 18, '16:46.2', 36.763734868447926, 98.01235909765683, 118, 83, 69, 'Male', 95.00789577427204, 1.6742102742080343, 0.10222640000123559, 35, 33.89531653516227, 94.66666666666667, 'High Risk'),
(179799, 96, 19, '15:46.2', 37.20182154348287, 95.09635962995631, 117, 87, 22, 'Female', 73.03947083030556, 1.6884531470167432, 0.080371388, 30, 25.620027426726082, 97, 'High Risk'),
(179800, 99, 12, '14:46.2', 36.975239293074864, 95.99983025254149, 122, 82, 54, 'Male', 74.26037277397924, 1.5542957430554836, 0.12838654400555918, 40, 30.739005303645047, 95.33333333333333, 'High Risk'),
(179801, 71, 12, '13:46.2', 36.087952172245416, 98.19902763384049, 132, 83, 76, 'Female', 78.03298573, 1.594043773851581, 0.11558451204484524, 49, 30.70985300992231, 99.33333333333333, 'High Risk'),
(179802, 90, 15, '12:46.2', 36.90136244173558, 96.48574275, 124, 70, 22, 'Female', 79.36441896465304, 1.7392892552208599, 0.11301053351849123, 54, 26.235069136442323, 88, 'Low Risk'),
(179803, 66, 14, '11:46.2', 36.27145620635622, 96.55547149785406, 134, 82, 22, 'Female', 98.93316903921263, 1.7685985054491649, 0.1117340978014134, 52, 31.628850853247958, 99.33333333333333, 'High Risk'),
(179804, 97, 12, '10:46.2', 36.944715207094305, 96.55319217609275, 138, 85, 64, 'Female', 72.67621190019929, 1.6333768681950063, 0.055790333, 53, 27.24077636352626, 102.66666666666666, 'High Risk'),
(179805, 94, 19, '09:46.2', 37.286614011894606, 97.57486523364403, 137, 88, 21, 'Female', 59.371509583585876, 1.6550417438186327, 0.115387356, 49, 21.67505395511215, 104.33333333333333, 'High Risk'),
(179806, 99, 17, '08:46.2', 36.227760711043764, 96.73184874780897, 116, 74, 21, 'Male', 66.12451117884902, 1.6677993109435088, 0.12982695298134517, 42, 23.772502099204523, 88, 'High Risk'),
(179807, 97, 14, '07:46.2', 37.47425, 99.16045184258095, 120, 76, 53, 'Male', 83.25831036045378, 1.6206805987555706, 0.13391727580126805, 44, 31.69806318069522, 90.66666666666667, 'High Risk'),
(179808, 75, 18, '06:46.2', 37.06468497378653, 95.21728712, 117, 71, 55, 'Female', 62.953790110137774, 1.538653221, 0.07460701, 46, 26.59134969180536, 86.33333333333333, 'Low Risk'),
(179809, 92, 12, '05:46.2', 36.49480653048273, 97.06747406361949, 119, 70, 57, 'Female', 51.64307315404007, 1.5266366670139446, 0.10516856953889303, 49, 22.15851745186042, 86.33333333333333, 'High Risk'),
(179810, 85, 17, '04:46.2', 36.65598665417052, 95.76585116405741, 121, 89, 30, 'Female', 67.50743460221123, 1.8467891420554947, 0.066107727, 32, 19.79324404168325, 99.66666666666667, 'Low Risk'),
(179811, 97, 12, '03:46.2', 36.64380947536056, 98.68251695493903, 134, 82, 72, 'Female', 56.88443338357304, 1.5819250915347716, 0.075397698, 52, 22.73116043842072, 99.33333333333333, 'High Risk'),
(179812, 60, 13, '02:46.2', 36.800231279201924, 97.70536115314214, 122, 77, 43, 'Female', 66.25177351, 1.919682878030995, 0.09711593, 45, 17.97788200944852, 92, 'High Risk'),
(179813, 61, 15, '01:46.2', 36.70591674099907, 95.60062298228374, 133, 89, 50, 'Female', 54.973922708328885, 1.904476791, 0.13782298638867907, 44, 15.156724567668665, 103.66666666666667, 'High Risk'),
(179814, 67, 17, '00:46.2', 37.42932698046997, 99.06985750351362, 112, 77, 53, 'Female', 88.95396564039132, 1.5730183236452446, 0.11489964374731094, 35, 35.94990530900421, 88.66666666666667, 'High Risk'),
(179815, 92, 15, '59:46.2', 36.58947803468776, 96.71942953440195, 112, 80, 73, 'Female', 77.77486958163377, 1.978031860489798, 0.13743061578040383, 32, 19.87800183621542, 90.66666666666667, 'High Risk'),
(179816, 88, 19, '58:46.2', 37.04712076943135, 96.69459240907794, 137, 87, 87, 'Male', 88.96821677669516, 1.623318413772743, 0.097417909, 50, 33.76194483375273, 103.66666666666666, 'High Risk'),
(179817, 82, 14, '57:46.2', 36.82175966771555, 98.24643715567387, 137, 74, 34, 'Male', 77.31109024720843, 1.7516147564284963, 0.052088391, 63, 25.19791504054257, 95, 'Low Risk'),
(179818, 96, 13, '56:46.2', 36.20179716757289, 99.14000121, 110, 85, 41, 'Female', 88.94230452752942, 1.8871343895924542, 0.072297842, 25, 24.974840316535282, 93.33333333333333, 'High Risk'),
(179819, 62, 19, '55:46.2', 37.20135580198168, 99.48883483821712, 134, 78, 69, 'Female', 68.63921301535821, 1.8088819729263679, 0.057765019, 56, 20.97740843630307, 96.66666666666666, 'Low Risk'),
(179820, 78, 18, '54:46.2', 37.13848727756398, 95.92235315912077, 119, 84, 83, 'Female', 98.90402730485398, 1.9057091721049018, 0.13466350916773245, 35, 27.23332868543369, 95.66666666666667, 'Low Risk'),
(179821, 63, 17, '53:46.2', 36.51189787205966, 95.14220991743063, 139, 75, 62, 'Female', 65.98785079452549, 1.859599073, 0.10000782246416523, 64, 19.082063726570137, 96.33333333333333, 'Low Risk'),
(179822, 85, 14, '52:46.2', 36.267490835869545, 96.15727274536671, 139, 75, 40, 'Male', 82.62213079165585, 1.9250872715446117, 0.11806238242308432, 64, 22.29438753493801, 96.33333333333333, 'Low Risk'),
(179823, 91, 15, '51:46.2', 36.82633484462398, 96.47616841, 113, 89, 72, 'Male', 68.84737109736552, 1.6603586033948292, 0.050730734742921904, 24, 24.97373895684981, 97, 'High Risk'),
(179824, 63, 12, '50:46.2', 36.14574543509495, 99.70689293897483, 136, 78, 87, 'Male', 65.77111270237923, 1.578457496347891, 0.065143032, 58, 26.397901574139464, 97.33333333333333, 'Low Risk'),
(179825, 78, 13, '49:46.2', 36.645091611632566, 95.28995485887768, 113, 83, 89, 'Female', 67.69610709, 1.7077570621945761, 0.072264618, 30, 23.211944049162827, 93, 'Low Risk'),
(179826, 63, 14, '48:46.2', 36.78312222682916, 95.46333086120121, 133, 79, 79, 'Male', 73.13567868, 1.5063164925352766, 0.12591705012149607, 54, 32.23271094397671, 97, 'High Risk'),
(179827, 85, 18, '47:46.2', 36.83831633464704, 97.18287302054088, 113, 83, 30, 'Female', 69.42923611828698, 1.5318374804239125, 0.099036157, 30, 29.58809498, 93, 'Low Risk'),
(179828, 95, 16, '46:46.2', 36.59639725, 98.27763680900372, 113, 86, 47, 'Male', 70.38810568, 1.8111838567221137, 0.068769891, 27, 21.457256866122634, 95, 'High Risk'),
(179829, 90, 14, '45:46.2', 37.37922140300746, 97.99895558383973, 133, 81, 46, 'Male', 94.19356287996348, 1.8684907181157644, 0.13568413172536958, 52, 26.97983782684573, 98.33333333333333, 'Low Risk'),
(179830, 95, 17, '44:46.2', 36.85405697282551, 98.03788310146801, 138, 74, 48, 'Female', 97.13225753870023, 1.5429217803338382, 0.10662303264347615, 64, 40.801456196874405, 95.33333333333333, 'High Risk'),
(179831, 78, 17, '43:46.2', 36.944974200749265, 96.14950824219649, 121, 76, 63, 'Female', 67.99312582197163, 1.7143014822424854, 0.083122589, 45, 23.13612414593502, 91, 'Low Risk'),
(179832, 68, 16, '42:46.2', 36.694822947056345, 99.83067081709058, 126, 79, 34, 'Female', 56.085485837458805, 1.719154614, 0.13158812923269214, 47, 18.97669651194725, 94.66666666666667, 'Low Risk'),
(179833, 68, 13, '41:46.2', 36.46169887738114, 95.64602505203086, 127, 70, 55, 'Female', 75.40729539102074, 1.5798537427100885, 0.14992529416703412, 57, 30.212008460353786, 89, 'High Risk'),
(179834, 95, 18, '40:46.2', 36.06583449602183, 99.91643954, 139, 89, 66, 'Male', 92.65283143781264, 1.9812389722697994, 0.068067765, 50, 23.603965502494766, 105.66666666666666, 'High Risk'),
(179835, 75, 18, '39:46.2', 37.45201101330575, 95.112255, 138, 78, 88, 'Female', 52.52970919153523, 1.7197971031615302, 0.12723657561524715, 60, 17.760311160824045, 98, 'High Risk'),
(179836, 88, 18, '38:46.2', 36.867187088158104, 97.79816227, 124, 88, 19, 'Male', 67.19713183004706, 1.5021650745790653, 0.1433330461806638, 36, 29.779363825357624, 100, 'Low Risk'),
(179837, 84, 12, '37:46.2', 37.11116635288605, 98.69719475649929, 131, 86, 68, 'Female', 70.23571698623506, 1.612328962724262, 0.12323534441508496, 45, 27.017845219872665, 101, 'Low Risk'),
(179838, 76, 16, '36:46.2', 37.17736973736598, 96.29890278654685, 136, 85, 59, 'Female', 87.67369226829632, 1.6157373264959927, 0.10993985795299348, 51, 33.58364113535957, 102, 'High Risk'),
(179839, 89, 15, '35:46.2', 37.07231204989951, 96.48629128635439, 118, 82, 61, 'Female', 60.2137677, 1.7778427557087504, 0.13482754492017626, 36, 19.05061980673304, 94, 'Low Risk'),
(179840, 84, 19, '34:46.2', 36.04786513, 96.58757420857653, 119, 75, 68, 'Male', 85.44487113615631, 1.6547279768398455, 0.12529110187935394, 44, 31.205617422531994, 89.66666666666667, 'High Risk'),
(179841, 74, 16, '33:46.2', 36.45807944540782, 96.12738901953989, 135, 85, 78, 'Male', 90.16072038518487, 1.6764252271998472, 0.12046334830686185, 50, 32.081081306426064, 101.66666666666666, 'High Risk'),
(179842, 85, 16, '32:46.2', 37.08622451082047, 95.83072577712764, 123, 76, 38, 'Female', 52.057759514288975, 1.873198508729681, 0.057383714, 47, 14.83603557632447, 91.66666666666667, 'High Risk'),
(179843, 98, 17, '31:46.2', 37.45168820457079, 97.183324, 136, 79, 47, 'Female', 50.37800076602661, 1.525367450666376, 0.12726254859406916, 57, 21.651698899215862, 98, 'High Risk'),
(179844, 66, 16, '30:46.2', 36.09593760174706, 96.7724624, 139, 86, 55, 'Female', 69.31411324075547, 1.696123829015031, 0.080178463, 53, 24.09386986127236, 103.66666666666666, 'Low Risk'),
(179845, 79, 14, '29:46.2', 37.13894773667396, 97.04806657861681, 128, 81, 18, 'Female', 69.13008150387279, 1.9967336414645382, 0.06921742, 47, 17.339109877347394, 96.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(179846, 81, 12, '28:46.2', 36.82667265291275, 99.25698338090106, 118, 81, 43, 'Female', 75.93886458210609, 1.8744889413991892, 0.063601016, 37, 21.612167965475333, 93.33333333333333, 'Low Risk'),
(179847, 86, 17, '27:46.2', 36.30522859779342, 99.23916977, 110, 71, 41, 'Female', 74.97374846431578, 1.9605616050948895, 0.139555613, 39, 19.505102557712338, 84, 'Low Risk'),
(179848, 93, 17, '26:46.2', 37.09726156464423, 96.20270552189244, 111, 75, 28, 'Male', 95.23851678850093, 1.5632661446998641, 0.10950538725095404, 36, 38.971469142615156, 87, 'High Risk'),
(179849, 72, 13, '25:46.2', 36.34277402051569, 99.83947158684816, 114, 76, 40, 'Male', 65.47155462943579, 1.8374956048648017, 0.087789207, 38, 19.390992370877424, 88.66666666666667, 'Low Risk'),
(179850, 81, 17, '24:46.2', 37.134834231932885, 97.84470534844073, 133, 78, 33, 'Female', 51.22771191180403, 1.7677302813120668, 0.059408522, 55, 16.39354796057968, 96.33333333333333, 'High Risk'),
(179851, 98, 18, '23:46.2', 36.72990409829745, 99.10667303310825, 135, 78, 30, 'Male', 95.85730884471691, 1.9261837199687464, 0.14281961494987885, 57, 25.836270114767096, 97, 'High Risk'),
(179852, 66, 13, '22:46.2', 36.183451577076376, 98.64089846023802, 132, 71, 62, 'Female', 92.67231751497862, 1.811964741, 0.063942053, 61, 28.226078083802015, 91.33333333333333, 'Low Risk'),
(179853, 64, 19, '21:46.2', 37.462899119973486, 96.81216449436766, 113, 76, 78, 'Male', 54.593364871733584, 1.9185771885324132, 0.061798618, 37, 14.831371383764882, 88.33333333333333, 'High Risk'),
(179854, 72, 12, '20:46.2', 36.09352322560453, 95.87955767981215, 110, 83, 51, 'Female', 53.86132377183942, 1.6673663355906898, 0.078798373, 27, 19.373806842849095, 92, 'Low Risk'),
(179855, 87, 16, '19:46.2', 36.02064918732172, 97.15894874145773, 122, 71, 30, 'Female', 76.38452829, 1.8677571471509742, 0.127520654, 51, 21.89599005176727, 88, 'Low Risk'),
(179856, 63, 19, '18:46.2', 37.41591678898284, 95.50834018749727, 113, 84, 89, 'Female', 82.79120888639844, 1.5027348518385342, 0.13794376517378634, 29, 36.66228308315527, 93.66666666666667, 'High Risk'),
(179857, 60, 17, '17:46.2', 36.6664742, 96.58176739368605, 118, 89, 45, 'Female', 94.14432899385673, 1.6667169763770624, 0.14700375772178997, 29, 33.88991241689364, 98.66666666666667, 'High Risk'),
(179858, 98, 15, '16:46.2', 37.47906677862794, 96.95542259695459, 138, 83, 60, 'Male', 50.27972664167913, 1.5901793132595512, 0.064012613, 55, 19.883860568657184, 101.33333333333333, 'High Risk'),
(179859, 93, 12, '15:46.2', 37.43741542734577, 99.33450433414775, 128, 79, 25, 'Female', 61.002633098689905, 1.6795322960906378, 0.11725418485885072, 49, 21.62578407253694, 95.33333333333333, 'High Risk'),
(179860, 75, 15, '14:46.2', 36.57752360028125, 96.89816505759127, 123, 74, 43, 'Female', 71.24962262403255, 1.962582208587933, 0.10642453156782228, 49, 18.498088521485062, 90.33333333333333, 'High Risk'),
(179861, 62, 16, '13:46.2', 37.16833021464829, 97.12979018822116, 123, 80, 21, 'Female', 69.05821435454239, 1.902783558637515, 0.072652948, 43, 19.073771002516224, 94.33333333333333, 'Low Risk'),
(179862, 62, 13, '12:46.2', 36.59446647531463, 97.53305511982724, 134, 75, 46, 'Male', 86.90019231450441, 1.8058079255694566, 0.11163277210917444, 59, 26.648798193253217, 94.66666666666666, 'Low Risk'),
(179863, 76, 13, '11:46.2', 36.496773663137326, 95.26721662406455, 123, 72, 85, 'Female', 97.05080330144717, 1.5844181998262123, 0.10263865282316839, 51, 38.65978991501003, 89, 'High Risk'),
(179864, 61, 12, '10:46.2', 36.90499529073703, 98.87527806757821, 130, 81, 58, 'Female', 81.74755254498322, 1.500006458462033, 0.062124241008818026, 49, 36.33193271033056, 97.33333333333333, 'High Risk'),
(179865, 69, 14, '09:46.2', 36.56397480636018, 98.60188583924668, 129, 86, 31, 'Male', 57.47546396036775, 1.8032037369622844, 0.1155597604787531, 43, 17.67636204918988, 100.33333333333333, 'High Risk'),
(179866, 79, 12, '08:46.2', 36.78834095653933, 97.98900736120426, 131, 85, 55, 'Male', 90.71448579, 1.767027918, 0.074704504, 46, 29.052922175098857, 100.33333333333333, 'Low Risk'),
(179867, 66, 19, '07:46.2', 37.021331219246015, 98.78292478, 122, 84, 85, 'Female', 55.29391411, 1.5700369925344453, 0.13239737312855404, 38, 22.431461120767157, 96.66666666666667, 'Low Risk'),
(179868, 67, 19, '06:46.2', 36.369214557905735, 95.31275525312809, 125, 73, 20, 'Male', 53.57252137495536, 1.9235786972939728, 0.091022728, 52, 14.478453282943605, 90.33333333333333, 'High Risk'),
(179869, 98, 14, '05:46.2', 36.30200518425385, 97.41102350506179, 117, 76, 32, 'Female', 80.97325757, 1.570235884583289, 0.14677879119249204, 41, 32.840655364884626, 89.66666666666667, 'High Risk'),
(179870, 88, 16, '04:46.2', 36.68575210251742, 95.51710306037776, 121, 73, 38, 'Female', 95.50757644498287, 1.9025797946435405, 0.14585814053557924, 48, 26.384694153406617, 89, 'Low Risk'),
(179871, 70, 12, '03:46.2', 36.65799529326517, 96.85656490135408, 124, 86, 50, 'Male', 61.36734267, 1.5248245147387005, 0.11617042977610756, 38, 26.39353656240204, 98.66666666666667, 'Low Risk'),
(179872, 82, 17, '02:46.2', 36.95188951595256, 98.28195895496536, 110, 79, 18, 'Male', 73.98356771, 1.7670901171438462, 0.13369789548574734, 31, 23.692881073223198, 89.33333333333333, 'Low Risk'),
(179873, 63, 17, '01:46.2', 36.921927327803814, 97.14128146311111, 120, 80, 21, 'Female', 51.01256615848379, 1.9649451638669315, 0.12832019466109956, 40, 13.21223534882965, 93.33333333333333, 'High Risk'),
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(180050, 88, 12, '04:46.2', 36.47623786, 99.59678715088923, 121, 74, 74, 'Female', 68.66898285136517, 1.899677956534489, 0.061312163, 47, 19.02832883211833, 89.66666666666667, 'Low Risk'),
(180051, 67, 19, '03:46.2', 36.942952992454096, 95.22627157774758, 118, 76, 47, 'Male', 72.22035341698475, 1.708187803695019, 0.10160661922994879, 42, 24.75075071, 90, 'Low Risk'),
(180052, 89, 17, '02:46.2', 36.60794890452037, 96.40595069489153, 122, 86, 67, 'Male', 87.63773313844217, 1.8410174754398705, 0.055696025, 36, 25.856831989976648, 98, 'Low Risk'),
(180053, 67, 19, '01:46.2', 36.79120057645765, 98.61484741313109, 120, 81, 68, 'Female', 65.72466886353219, 1.6458427172830512, 0.10076311518709105, 39, 24.26340494819632, 94, 'Low Risk'),
(180054, 61, 18, '00:46.2', 36.20994648457644, 97.89442098831742, 123, 77, 73, 'Female', 82.81090499583456, 1.5029434365973706, 0.076631494, 46, 36.66082707234686, 92.33333333333333, 'High Risk'),
(180055, 73, 15, '59:46.2', 36.23823541, 98.32634316472779, 118, 77, 55, 'Male', 61.302265615497234, 1.7335449998052574, 0.073468073, 41, 20.398878263537096, 90.66666666666667, 'Low Risk'),
(180056, 68, 16, '58:46.2', 36.023836269122924, 98.66226073096213, 114, 87, 26, 'Female', 55.126676170281144, 1.940997933638264, 0.075144814, 27, 14.632268495756593, 96, 'High Risk'),
(180057, 60, 16, '57:46.2', 36.17786495, 98.39601372884209, 121, 71, 80, 'Female', 56.89672234, 1.8995691458623485, 0.1463512793996385, 50, 15.768015382841654, 87.66666666666666, 'High Risk'),
(180058, 66, 13, '56:46.2', 36.57247370340478, 98.72702884045098, 136, 82, 44, 'Male', 94.87519276916206, 1.9174419662707098, 0.095711743, 54, 25.805258540306998, 100, 'Low Risk'),
(180059, 99, 12, '55:46.2', 37.002351984151275, 95.83076376868796, 117, 86, 48, 'Male', 93.74526156832924, 1.5669939474978287, 0.11937262136066244, 31, 38.17813305229365, 96.33333333333333, 'High Risk'),
(180060, 64, 17, '54:46.2', 37.16300357812669, 95.88254329443548, 127, 82, 51, 'Male', 66.46761166507152, 1.7355225164520964, 0.094763985, 45, 22.06731878061667, 97, 'Low Risk'),
(180061, 69, 15, '53:46.2', 36.058934862978845, 99.65868958816272, 125, 84, 20, 'Female', 98.81659553180938, 1.760123963743492, 0.060707836, 41, 31.896525347688126, 97.66666666666667, 'High Risk'),
(180062, 91, 18, '52:46.2', 37.23734890876574, 97.93495454974119, 115, 89, 84, 'Female', 84.01868828790107, 1.9985877862472317, 0.056849312927695864, 26, 21.034366606317402, 97.66666666666667, 'High Risk'),
(180063, 60, 18, '51:46.2', 36.40929584341405, 96.74703380267329, 126, 70, 60, 'Female', 52.13792094945233, 1.865539532858712, 0.14817799248691715, 56, 14.981137702315452, 88.66666666666666, 'High Risk'),
(180064, 74, 19, '50:46.2', 36.357704784785405, 99.86142691266333, 132, 79, 19, 'Female', 53.777021938179146, 1.771815111263433, 0.055876324, 53, 17.13010186609012, 96.66666666666666, 'High Risk'),
(180065, 75, 18, '49:46.2', 36.55475055373992, 97.58437727469435, 132, 75, 75, 'Female', 80.08953199709731, 1.5021248656978259, 0.099696933, 57, 35.49471432611557, 94, 'High Risk'),
(180066, 70, 14, '48:46.2', 37.41844453089005, 95.41569953830762, 129, 80, 63, 'Female', 59.77444174494643, 1.644501453085607, 0.079378434, 49, 22.102785328098708, 96.33333333333333, 'Low Risk'),
(180067, 71, 14, '47:46.2', 36.01148931602867, 97.47484196, 118, 70, 22, 'Male', 78.08682663145434, 1.682983772656167, 0.08374557, 48, 27.568803432742513, 86, 'Low Risk'),
(180068, 84, 14, '46:46.2', 37.30270556432668, 99.06381081, 136, 72, 46, 'Female', 76.51650734, 1.6021495505900754, 0.10600618190685743, 64, 29.809111633809103, 93.33333333333333, 'Low Risk'),
(180069, 90, 13, '45:46.2', 36.704372205350715, 95.38820263776668, 131, 83, 29, 'Female', 97.37718887971812, 1.718618190264755, 0.11129085438106565, 48, 32.96844205, 99, 'High Risk'),
(180070, 63, 18, '44:46.2', 36.96665613735479, 99.37045196, 120, 77, 62, 'Male', 74.55912412674243, 1.8135673759717112, 0.10119492775611705, 43, 22.66905457997675, 91.33333333333333, 'Low Risk'),
(180071, 72, 19, '43:46.2', 36.439029426028235, 97.05943532831274, 136, 88, 66, 'Female', 72.42358856792966, 1.716016215270256, 0.082202481, 48, 24.594458524182638, 104, 'Low Risk'),
(180072, 90, 16, '42:46.2', 36.63774028742416, 97.16832062510039, 121, 75, 57, 'Male', 93.18294964900542, 1.6610935070422275, 0.080876552, 46, 33.77133993654897, 90.33333333333333, 'High Risk'),
(180073, 71, 19, '41:46.2', 36.41760951551158, 95.32441793839787, 136, 72, 19, 'Male', 55.341790439688204, 1.8281654524282163, 0.13522823401753806, 64, 16.55854643179301, 93.33333333333333, 'High Risk'),
(180074, 84, 16, '40:46.2', 36.196480303221506, 96.07299317228133, 131, 80, 67, 'Female', 60.58457864, 1.9913283366452437, 0.074969335, 51, 15.278346108932391, 97, 'High Risk'),
(180075, 62, 17, '39:46.2', 36.69066798478323, 98.62816250461199, 115, 87, 44, 'Female', 71.46855219269894, 1.5997984116047423, 0.051231681, 28, 27.924439310632035, 96.33333333333333, 'Low Risk'),
(180076, 82, 17, '38:46.2', 36.246826220971975, 99.55002005233627, 126, 85, 40, 'Female', 50.91458686, 1.763320744846349, 0.10425688329900026, 41, 16.374935213041038, 98.66666666666667, 'High Risk'),
(180077, 62, 18, '37:46.2', 37.401864675496384, 96.18920656506805, 117, 84, 70, 'Male', 67.77615414322099, 1.517217606483276, 0.092269757, 33, 29.442940016652067, 95, 'Low Risk'),
(180078, 71, 13, '36:46.2', 36.27099283056321, 95.45778804798745, 124, 81, 37, 'Female', 77.14991969375723, 1.624466119424528, 0.1477211596303049, 43, 29.23574481367117, 95.33333333333333, 'Low Risk'),
(180079, 66, 14, '35:46.2', 36.41354052783473, 96.74946889277496, 122, 85, 77, 'Male', 82.64102823, 1.7652450775026296, 0.082528168, 37, 26.520743417150506, 97.33333333333333, 'Low Risk'),
(180080, 60, 14, '34:46.2', 36.890632275226885, 97.74887280182266, 120, 81, 81, 'Female', 74.95467313159651, 1.7681808651563455, 0.1327333176438318, 39, 23.974267221647015, 94, 'Low Risk'),
(180081, 71, 19, '33:46.2', 36.155209997004164, 95.65223502431958, 131, 85, 71, 'Male', 85.87980940290103, 1.994649603, 0.083983992, 46, 21.585287735173694, 100.33333333333333, 'Low Risk'),
(180082, 89, 17, '32:46.2', 36.96396961670736, 97.38665971454682, 119, 88, 54, 'Female', 95.05655753578907, 1.716872240004591, 0.09943267, 31, 32.24824800509616, 98.33333333333333, 'High Risk'),
(180083, 75, 16, '31:46.2', 36.712503865575485, 96.69789165607303, 134, 71, 52, 'Male', 86.71100865138592, 1.7188448355666477, 0.10309328906082203, 63, 29.349512429560566, 92, 'Low Risk'),
(180084, 64, 14, '30:46.2', 37.25256553142685, 96.30148711363947, 110, 78, 67, 'Male', 80.74982246064505, 1.5206674326922163, 0.1269898554808641, 32, 34.919907623619174, 88.66666666666667, 'High Risk'),
(180085, 69, 16, '29:46.2', 36.60402507795385, 98.56844125802155, 129, 77, 74, 'Female', 55.280315660958124, 1.917559952989845, 0.14686642121658022, 52, 15.033933052442489, 94.33333333333333, 'High Risk'),
(180086, 75, 19, '28:46.2', 36.03538368893844, 97.17037406691345, 131, 77, 30, 'Female', 88.70806045, 1.8869109492433833, 0.088010807, 54, 24.914964608570315, 95, 'Low Risk'),
(180087, 84, 18, '27:46.2', 36.43670236798188, 98.22656213702216, 137, 80, 24, 'Male', 92.61604497103485, 1.6346507300485857, 0.085508337, 57, 34.66061669883776, 99, 'High Risk'),
(180088, 98, 17, '26:46.2', 37.24261776840132, 98.62641707921635, 136, 76, 65, 'Female', 88.08097313097205, 1.6396076143836673, 0.13937772373493046, 60, 32.7644024, 96, 'High Risk'),
(180089, 67, 12, '25:46.2', 36.866999814019024, 98.75793884, 112, 75, 86, 'Female', 55.94580622662313, 1.513173941709121, 0.10241001428659574, 37, 24.433733311165444, 87.33333333333333, 'Low Risk'),
(180090, 83, 19, '24:46.2', 37.335657157082466, 97.20089761130221, 120, 74, 88, 'Male', 98.35552671908104, 1.510705725345489, 0.087994495, 46, 43.096203992398166, 89.33333333333333, 'High Risk'),
(180091, 85, 16, '23:46.2', 36.60934221636171, 98.24597718777481, 129, 76, 81, 'Male', 66.72023343489276, 1.5908707037640442, 0.11348513923512964, 53, 26.36257258684777, 93.66666666666666, 'Low Risk'),
(180092, 69, 19, '22:46.2', 37.46443429162364, 95.56856083, 120, 74, 60, 'Male', 83.70199102259065, 1.5825658411734325, 0.13386544501452652, 46, 33.42044387789293, 89.33333333333333, 'High Risk'),
(180093, 87, 15, '21:46.2', 36.52952593285123, 97.12706492438724, 112, 71, 70, 'Female', 70.25614261894195, 1.825417773850879, 0.11405144558132492, 41, 21.08432741140032, 84.66666666666667, 'Low Risk'),
(180094, 77, 12, '20:46.2', 37.43833165320824, 99.70474601552176, 115, 89, 88, 'Female', 91.78413531798628, 1.8376867425529952, 0.12362289160297218, 26, 27.178448202180803, 97.66666666666667, 'Low Risk'),
(180095, 99, 16, '19:46.2', 37.06031283125485, 98.93139292886706, 126, 82, 34, 'Female', 93.52752825883093, 1.7923069017686761, 0.067300684, 44, 29.114859767345536, 96.66666666666667, 'High Risk'),
(180096, 77, 15, '18:46.2', 36.72842866887327, 98.94422194903598, 129, 86, 24, 'Male', 85.87326669222502, 1.7863374423697485, 0.12001022057958802, 43, 26.911070966956462, 100.33333333333333, 'Low Risk'),
(180097, 62, 14, '17:46.2', 36.00913241547388, 98.67043274126485, 133, 75, 57, 'Male', 72.03605069874776, 1.5721490868822179, 0.1498928416882055, 58, 29.144891270990225, 94.33333333333333, 'Low Risk'),
(180098, 79, 12, '16:46.2', 36.04861317197011, 95.07731809993624, 115, 80, 85, 'Male', 50.22578865584344, 1.7237548846987818, 0.055824299, 35, 16.903465249594888, 91.66666666666667, 'High Risk'),
(180099, 64, 15, '15:46.2', 36.08603935581871, 97.97680249353755, 122, 75, 32, 'Female', 89.87632697923345, 1.793223291340442, 0.10935145317134552, 47, 27.949662847269867, 90.66666666666667, 'Low Risk'),
(180100, 66, 14, '14:46.2', 37.12365128602093, 95.86455367932201, 138, 74, 73, 'Female', 66.48649524061913, 1.692692174681936, 0.10764913775219319, 64, 23.204780639814235, 95.33333333333333, 'Low Risk'),
(180101, 75, 12, '13:46.2', 37.000620797563336, 99.13443028954688, 136, 71, 18, 'Female', 94.42208209065473, 1.7832287434112444, 0.10452561897038087, 65, 29.69336803286972, 92.66666666666666, 'Low Risk'),
(180102, 72, 16, '12:46.2', 36.47570878, 95.53036130061679, 127, 74, 32, 'Female', 53.939288375234234, 1.7260446194235883, 0.06604982, 53, 18.105110335195885, 91.66666666666666, 'High Risk'),
(180103, 76, 15, '11:46.2', 36.764162063287465, 95.33820005106676, 121, 88, 85, 'Male', 79.82413354393533, 1.5848172672925562, 0.050387908, 33, 31.78160490418736, 99, 'High Risk'),
(180104, 77, 15, '10:46.2', 36.429321956976686, 98.96148071113932, 139, 89, 58, 'Male', 94.64105420371564, 1.6075858590854812, 0.060324673, 50, 36.62108561321562, 105.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(180105, 71, 17, '09:46.2', 36.589134137431095, 98.64971831888718, 125, 81, 64, 'Female', 93.21277921563198, 1.7689313298522717, 0.091027138, 44, 29.788834340586092, 95.66666666666667, 'Low Risk'),
(180106, 70, 19, '08:46.2', 36.30746486567581, 99.72025176, 129, 78, 58, 'Female', 50.92123714371636, 1.5471152401616473, 0.11049413643197231, 51, 21.27421862170704, 95, 'Low Risk'),
(180107, 76, 14, '07:46.2', 36.57730877204962, 96.52699539104113, 116, 79, 34, 'Female', 83.08335848461522, 1.6050033126861751, 0.087219451, 37, 32.25241040792505, 91.33333333333333, 'High Risk'),
(180108, 75, 17, '06:46.2', 36.75556758360487, 95.34914340338138, 133, 84, 46, 'Male', 96.25378404, 1.6921740936465655, 0.10559164234767568, 49, 33.61458300757571, 100.33333333333333, 'High Risk'),
(180109, 65, 12, '05:46.2', 36.022834234558076, 96.48370965564484, 115, 72, 57, 'Female', 83.45702705062702, 1.7398132927644976, 0.13022374314865004, 43, 27.571323924570745, 86.33333333333333, 'Low Risk'),
(180110, 80, 13, '04:46.2', 36.30952897, 96.11686158342098, 131, 75, 41, 'Male', 74.68576806786643, 1.7484741220799298, 0.1148405888741082, 56, 24.42977311601867, 93.66666666666666, 'Low Risk'),
(180111, 98, 13, '03:46.2', 36.857602548503216, 97.62954518943084, 127, 84, 33, 'Male', 65.75659932917897, 1.6900666315027473, 0.14016777105114278, 43, 23.021397876416927, 98.33333333333333, 'High Risk'),
(180112, 66, 12, '02:46.2', 36.74521342284776, 97.24657886359851, 127, 81, 40, 'Male', 92.24068680369716, 1.826716674475521, 0.11618556130187473, 46, 27.642679716163176, 96.33333333333333, 'Low Risk'),
(180113, 87, 13, '01:46.2', 36.35526771062493, 99.17743615473863, 125, 86, 41, 'Male', 67.47913593601584, 1.5720774702330709, 0.11203916150753618, 39, 27.30370765836097, 99, 'Low Risk'),
(180114, 79, 17, '00:46.2', 37.18501764194574, 98.90051180851022, 112, 87, 58, 'Male', 65.74036771832468, 1.7275335020597478, 0.11207098869874094, 25, 22.028208179828074, 95.33333333333333, 'Low Risk'),
(180115, 97, 12, '59:46.2', 37.47735468538687, 98.077629, 121, 86, 52, 'Female', 72.62967236050518, 1.7537250106574367, 0.098297768, 35, 23.615170942478745, 97.66666666666667, 'High Risk'),
(180116, 86, 14, '58:46.2', 36.27437584277763, 99.23020622674245, 116, 74, 56, 'Male', 52.68941306288076, 1.7558410402023958, 0.11773397611327498, 42, 17.09042918597524, 88, 'High Risk'),
(180117, 70, 19, '57:46.2', 37.32367893019679, 99.14722458144053, 118, 80, 73, 'Male', 88.51849340598959, 1.5735656924333095, 0.14238613920227414, 38, 35.74902955425903, 92.66666666666667, 'High Risk'),
(180118, 92, 12, '56:46.2', 36.54504166, 96.58118595, 110, 82, 18, 'Female', 62.43890117210048, 1.5564541344620728, 0.077511992, 28, 25.774045845561563, 91.33333333333333, 'High Risk'),
(180119, 99, 14, '55:46.2', 36.25116259270203, 96.42249340785638, 120, 70, 83, 'Female', 51.14252032884946, 1.9074305601938584, 0.13094903526159224, 50, 14.056741344215105, 86.66666666666666, 'High Risk'),
(180120, 95, 15, '54:46.2', 36.75553379, 96.17304007690942, 110, 78, 79, 'Male', 94.23594895542033, 1.5706906274074064, 0.075972912, 32, 38.197532034638414, 88.66666666666667, 'High Risk'),
(180121, 75, 15, '53:46.2', 36.32969269373453, 96.37312509458964, 136, 72, 78, 'Male', 97.00110646680719, 1.8703523345623299, 0.074734276, 64, 27.728720873400047, 93.33333333333333, 'Low Risk'),
(180122, 62, 14, '52:46.2', 36.87308896841615, 99.88273702764212, 132, 82, 82, 'Female', 51.48145071, 1.7293406643646705, 0.1345017578549177, 50, 17.214311958589075, 98.66666666666666, 'High Risk'),
(180123, 79, 15, '51:46.2', 36.15287604589032, 96.99122856731843, 123, 83, 29, 'Female', 71.56851497956443, 1.6511238638285852, 0.096915119, 40, 26.252018230363973, 96.33333333333333, 'Low Risk'),
(180124, 72, 12, '50:46.2', 36.68589428873765, 95.14295669186775, 129, 73, 55, 'Male', 56.33973404994405, 1.747302094878901, 0.11407964880297436, 56, 18.453502048804705, 91.66666666666666, 'High Risk'),
(180125, 64, 17, '49:46.2', 36.56403967189214, 97.41245800267833, 114, 84, 35, 'Male', 86.23357439936724, 1.787867659108391, 0.063115648, 30, 26.97774536326345, 94, 'Low Risk'),
(180126, 83, 12, '48:46.2', 36.45550929839156, 96.41407133021704, 122, 79, 47, 'Female', 84.25994837079136, 1.5612253302318657, 0.076141929, 43, 34.569254257087714, 93.33333333333333, 'High Risk'),
(180127, 97, 16, '47:46.2', 36.99393076675054, 96.54732398274574, 122, 71, 60, 'Male', 68.05359865053269, 1.8756978643028015, 0.083761241, 51, 19.343066622945102, 88, 'High Risk'),
(180128, 87, 16, '46:46.2', 36.86302602547145, 95.51836994392566, 119, 73, 43, 'Female', 86.43492900083722, 1.6964931212779721, 0.085736418, 46, 30.03205657900107, 88.33333333333333, 'High Risk'),
(180129, 84, 15, '45:46.2', 37.24400704648047, 99.26014242984513, 113, 86, 37, 'Male', 61.71667643841094, 1.803269305733917, 0.086513302, 27, 18.97935064834464, 95, 'Low Risk'),
(180130, 91, 18, '44:46.2', 36.79447654935772, 96.05034306810445, 135, 72, 30, 'Male', 78.02537846280487, 1.6647130155181262, 0.056993741, 63, 28.155103861820212, 93, 'High Risk'),
(180131, 94, 18, '43:46.2', 36.83482203254554, 99.27392808, 127, 75, 86, 'Male', 93.22597029314846, 1.542328377, 0.1322969872628737, 52, 39.19071741584023, 92.33333333333333, 'High Risk'),
(180132, 69, 16, '42:46.2', 36.49593754488279, 99.1084232, 112, 88, 69, 'Male', 98.07961073207503, 1.6054506785395297, 0.081851621, 24, 38.05264043677375, 96, 'High Risk'),
(180133, 83, 18, '41:46.2', 36.19279203540623, 96.75575772957244, 129, 84, 41, 'Male', 50.53752289980453, 1.5675781085906393, 0.10031666672941857, 45, 20.56627181509329, 99, 'Low Risk'),
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(180135, 92, 15, '39:46.2', 37.11482461048157, 95.01238833705371, 113, 77, 80, 'Female', 53.19408915, 1.919757479611779, 0.056108272, 36, 14.433466219930533, 89, 'High Risk'),
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(180311, 91, 16, '43:46.2', 36.37051648554256, 98.45545571837488, 112, 72, 80, 'Male', 99.48892881768326, 1.567564498805366, 0.1462513756097876, 40, 40.48777551145498, 85.33333333333333, 'High Risk'),
(180312, 75, 12, '42:46.2', 37.19015806017293, 96.79908407350051, 132, 71, 82, 'Male', 65.74861563661852, 1.8769936495798865, 0.072418244, 61, 18.662121236854485, 91.33333333333333, 'Low Risk'),
(180313, 93, 14, '41:46.2', 37.114975498480426, 97.10544521554178, 118, 71, 87, 'Male', 57.960109516095486, 1.619855950532919, 0.1102766836016395, 47, 22.089017851772788, 86.66666666666667, 'High Risk'),
(180314, 82, 13, '40:46.2', 37.376406341298406, 98.38070121929924, 128, 86, 28, 'Male', 56.11381596989651, 1.5957152920104285, 0.14227205599069725, 42, 22.037330734087597, 100, 'Low Risk'),
(180315, 82, 12, '39:46.2', 37.395139268559724, 95.68103346300977, 127, 82, 26, 'Female', 73.68456476842306, 1.813627717137085, 0.076524535, 45, 22.40166167280269, 97, 'Low Risk'),
(180316, 63, 17, '38:46.2', 36.692550801283325, 99.83822911756636, 129, 74, 72, 'Male', 95.97703500727567, 1.9254231302802542, 0.057756227, 55, 25.88898118035751, 92.33333333333333, 'Low Risk'),
(180317, 61, 17, '37:46.2', 37.17880110382343, 99.85416432323193, 125, 75, 26, 'Male', 84.86804536291102, 1.5364832324046032, 0.1061223180256203, 50, 35.94914365384562, 91.66666666666666, 'High Risk'),
(180318, 80, 13, '36:46.2', 36.334393411606726, 98.17926735531253, 139, 70, 26, 'Male', 69.15607031, 1.5744567428888643, 0.067234108, 69, 27.89772833014249, 93, 'Low Risk'),
(180319, 97, 18, '35:46.2', 37.12833414361631, 95.28513641226624, 128, 80, 36, 'Male', 66.06415369136113, 1.9956522474765455, 0.068616623, 48, 16.588080902519188, 96, 'High Risk'),
(180320, 73, 16, '34:46.2', 37.06492467684146, 97.32774729695193, 121, 89, 62, 'Female', 65.84688371012996, 1.5597384870678066, 0.052451211630671984, 32, 27.066471870578738, 99.66666666666667, 'Low Risk'),
(180321, 93, 13, '33:46.2', 36.68610277873322, 97.16021060401502, 122, 76, 29, 'Male', 60.31206337211793, 1.7343704529864723, 0.091301293, 46, 20.050280569611672, 91.33333333333333, 'High Risk'),
(180322, 75, 13, '32:46.2', 36.114133207158496, 98.58363127961206, 138, 77, 75, 'Male', 50.44036370225904, 1.591919501411885, 0.10742288722363891, 61, 19.90380019863849, 97.33333333333333, 'Low Risk'),
(180323, 99, 18, '31:46.2', 36.58651833228671, 98.99223091669991, 137, 77, 55, 'Female', 68.74694611415457, 1.554395463, 0.1203108159242653, 60, 28.45315112258684, 97, 'High Risk'),
(180324, 70, 12, '30:46.2', 36.86096257086864, 99.90416342, 116, 83, 57, 'Male', 90.50687443306117, 1.6521900279372603, 0.084805508, 33, 33.15595748328331, 94, 'High Risk'),
(180325, 83, 12, '29:46.2', 37.44740665181469, 96.46462903347114, 128, 89, 37, 'Male', 99.35157690720865, 1.7338668426087342, 0.076427012, 39, 33.04785539, 102, 'High Risk'),
(180326, 92, 14, '28:46.2', 36.891751056767376, 97.32701974345497, 137, 77, 84, 'Female', 80.81642771543825, 1.7018300181556612, 0.13361208203555408, 60, 27.904053122724815, 97, 'High Risk'),
(180327, 96, 12, '27:46.2', 36.57298847319628, 99.36061627136532, 129, 78, 63, 'Male', 95.33871352891147, 1.709613236680974, 0.066633757, 51, 32.619217908285215, 95, 'High Risk'),
(180328, 89, 16, '26:46.2', 36.72734647463662, 97.87628874, 120, 80, 74, 'Male', 91.08086169633246, 1.8563640442704812, 0.092101934, 40, 26.430223441826048, 93.33333333333333, 'Low Risk'),
(180329, 97, 12, '25:46.2', 37.15255993160257, 97.39613023270898, 122, 75, 76, 'Female', 72.27242622050032, 1.5842089759633746, 0.10988248021559127, 47, 28.79702975811478, 90.66666666666667, 'High Risk'),
(180330, 87, 19, '24:46.2', 36.01164288141307, 98.70889304902435, 130, 73, 65, 'Female', 95.19276298421153, 1.9591070913002078, 0.054175282996988185, 57, 24.802050030603404, 92, 'Low Risk'),
(180331, 82, 17, '23:46.2', 36.02736665305161, 97.66143512044427, 126, 78, 63, 'Female', 95.03578389358991, 1.861054364186065, 0.060759698, 48, 27.43904815621755, 94, 'Low Risk'),
(180332, 86, 12, '22:46.2', 36.969888353679394, 95.85131035819964, 112, 73, 30, 'Female', 77.78402422334035, 1.9842734299009115, 0.12472307150146325, 39, 19.755470339509444, 86, 'Low Risk'),
(180333, 60, 17, '21:46.2', 37.31623669882162, 95.51423614103848, 121, 75, 68, 'Male', 72.93091732393884, 1.748321737777698, 0.074841569, 46, 23.85991879907439, 90.33333333333333, 'Low Risk'),
(180334, 62, 17, '20:46.2', 36.24766408328581, 95.61687915739564, 115, 79, 71, 'Female', 63.213360788688625, 1.6311161903063893, 0.077926951, 36, 23.759597737412406, 91, 'Low Risk'),
(180335, 83, 17, '19:46.2', 36.36875389937097, 99.06467049, 133, 81, 22, 'Male', 98.05456181054637, 1.8554418444110146, 0.12743567782865883, 52, 28.482172333867418, 98.33333333333333, 'Low Risk'),
(180336, 86, 17, '18:46.2', 36.27495997, 95.91133045912309, 112, 89, 88, 'Male', 82.83040000612851, 1.6923011063339306, 0.14888100066344234, 23, 28.922410241037422, 96.66666666666667, 'Low Risk'),
(180337, 83, 18, '17:46.2', 37.30951530449315, 98.55549139811373, 115, 87, 33, 'Female', 88.57758670748791, 1.6131395056231923, 0.12986992059810737, 28, 34.03925054289288, 96.33333333333333, 'High Risk'),
(180338, 61, 14, '16:46.2', 36.34936703673889, 99.65461365, 121, 81, 59, 'Female', 89.59210446778113, 1.9407543765521462, 0.1246577364738426, 40, 23.786392977598798, 94.33333333333333, 'Low Risk'),
(180339, 96, 17, '15:46.2', 36.92687335339231, 97.50487876178657, 114, 85, 66, 'Male', 87.36321812835494, 1.636480236175962, 0.097695323, 29, 32.62173789880767, 94.66666666666667, 'High Risk'),
(180340, 91, 18, '14:46.2', 37.20784775615283, 99.06704091956274, 115, 87, 27, 'Female', 89.65412452402043, 1.905378615130164, 0.10791106533217776, 28, 24.69492438648276, 96.33333333333333, 'High Risk'),
(180341, 81, 17, '13:46.2', 36.38218642, 97.44132223, 133, 87, 20, 'Female', 60.87481162121668, 1.9436693857939817, 0.053314087, 46, 16.113609763080422, 102.33333333333333, 'High Risk'),
(180342, 69, 16, '12:46.2', 36.871215502760684, 99.48747497227532, 110, 70, 84, 'Female', 53.65924261168623, 1.6177149977479455, 0.056998635819915336, 40, 20.504090721636945, 83.33333333333333, 'Low Risk'),
(180343, 67, 18, '11:46.2', 36.41157214220135, 98.90554818214318, 110, 78, 67, 'Female', 69.31654372065229, 1.9074436465637103, 0.12326814978476563, 32, 19.051688303942747, 88.66666666666667, 'Low Risk'),
(180344, 80, 19, '10:46.2', 37.06578019387272, 96.93366862175637, 118, 74, 51, 'Female', 75.63345501, 1.6084737830996778, 0.1371940187210683, 44, 29.233846792258745, 88.66666666666667, 'Low Risk'),
(180345, 93, 13, '09:46.2', 36.427444973955424, 97.26341979656283, 112, 77, 67, 'Male', 62.41255245, 1.8868609889714536, 0.11220950826104753, 35, 17.530412405689326, 88.66666666666667, 'High Risk'),
(180346, 73, 16, '08:46.2', 36.278377193654144, 99.91395730353797, 121, 76, 60, 'Male', 90.60689996505985, 1.8942209047417145, 0.11448199002895189, 45, 25.25224657007404, 91, 'Low Risk'),
(180347, 72, 17, '07:46.2', 36.856435120444964, 98.03894220226458, 139, 79, 23, 'Female', 74.57133371280355, 1.9770289289083565, 0.051131707, 60, 19.07857186072641, 99, 'Low Risk'),
(180348, 63, 14, '06:46.2', 37.18370971928582, 99.42667836961948, 113, 74, 20, 'Female', 86.38510362455739, 1.9221337783481593, 0.13871315996890776, 39, 23.381460581563985, 87, 'Low Risk'),
(180349, 75, 19, '05:46.2', 37.237906960410015, 97.77101952228928, 127, 72, 79, 'Female', 97.76087836260726, 1.7325590028976487, 0.12687956536740153, 55, 32.56784540178452, 90.33333333333333, 'High Risk'),
(180350, 84, 13, '04:46.2', 36.903815249166314, 96.26970204, 112, 89, 66, 'Female', 87.78650124, 1.910461451059485, 0.087643797, 23, 24.051999294557895, 96.66666666666667, 'Low Risk'),
(180351, 63, 17, '03:46.2', 36.88705327902376, 99.85699947567606, 136, 89, 78, 'Male', 77.91523468585707, 1.9479242657748954, 0.10272524685424197, 47, 20.534221748694453, 104.66666666666667, 'Low Risk'),
(180352, 75, 13, '02:46.2', 36.52524706638211, 98.49751071823378, 139, 87, 36, 'Male', 68.01910469365058, 1.632407488805749, 0.078924583, 52, 25.525470398330377, 104.33333333333333, 'Low Risk'),
(180353, 68, 19, '01:46.2', 36.00481919643427, 97.83396193231334, 125, 84, 23, 'Male', 90.50880914423573, 1.6390674463227912, 0.14161461351454713, 41, 33.68970446, 97.66666666666667, 'High Risk'),
(180354, 97, 13, '00:46.2', 37.35685722781318, 98.47966214350137, 120, 70, 30, 'Female', 52.81658412917856, 1.9730713910399094, 0.094901968, 50, 13.567027683057377, 86.66666666666666, 'High Risk'),
(180355, 69, 15, '59:46.2', 37.14004452894417, 96.01690650760493, 128, 74, 44, 'Female', 80.97985127194681, 1.8318825091232402, 0.145439754, 54, 24.131356895115847, 92, 'Low Risk'),
(180356, 75, 17, '58:46.2', 36.84210207878377, 95.99298970596442, 110, 77, 45, 'Female', 96.33336932336134, 1.6951879706251383, 0.084384128, 33, 33.522857159198864, 88, 'High Risk'),
(180357, 70, 17, '57:46.2', 36.349637648146434, 98.79899505, 119, 87, 44, 'Female', 55.03029356985974, 1.8787103186016543, 0.051173043, 32, 15.591294979883433, 97.66666666666667, 'High Risk'),
(180358, 69, 12, '56:46.2', 36.18458529884708, 97.84482571, 113, 75, 22, 'Female', 92.60362191255513, 1.8400943724631968, 0.055581768, 38, 27.349398475367735, 87.66666666666667, 'Low Risk'),
(180359, 62, 13, '55:46.2', 36.52951380630695, 97.97450939306538, 115, 82, 74, 'Female', 79.84780704511518, 1.6733426411807075, 0.12827283062205794, 33, 28.516304057498203, 93, 'Low Risk'),
(180360, 68, 12, '54:46.2', 37.13883786770137, 95.58829585138812, 121, 87, 80, 'Male', 55.84783802558286, 1.8533835971905046, 0.1487994857567899, 34, 16.258322546333176, 98.33333333333333, 'High Risk'),
(180361, 89, 13, '53:46.2', 36.041297104722325, 97.67404892005226, 118, 79, 28, 'Female', 92.24329589856619, 1.6947013982376486, 0.14523637989573313, 39, 32.11799576975615, 92, 'High Risk'),
(180362, 74, 12, '52:46.2', 36.562874665333254, 96.52548090913301, 132, 78, 62, 'Female', 58.44655294415541, 1.6658580957655549, 0.12148871299358176, 54, 21.061189460794175, 96, 'Low Risk'),
(180363, 68, 17, '51:46.2', 37.06412119548763, 98.98650402413836, 126, 72, 67, 'Female', 84.03962126, 1.763221826296276, 0.1318036218888144, 54, 27.031502142793926, 90, 'Low Risk'),
(180364, 73, 16, '50:46.2', 36.08816089426357, 98.26039038309789, 129, 88, 38, 'Female', 92.65479305183874, 1.7647371572837036, 0.12749993032263568, 41, 29.75142900023516, 101.66666666666667, 'Low Risk'),
(180365, 84, 14, '49:46.2', 37.30113360978778, 99.67323875201014, 127, 76, 33, 'Male', 81.70509919, 1.881197247008112, 0.053729091, 51, 23.087690533478863, 93, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(180366, 83, 14, '48:46.2', 37.32958450926643, 95.86077528380561, 127, 79, 79, 'Male', 53.28657037, 1.703831342543867, 0.09210158, 48, 18.35543000958169, 95, 'High Risk'),
(180367, 80, 18, '47:46.2', 37.49782293407083, 95.51561036758761, 115, 76, 53, 'Female', 58.71680597910097, 1.9966470864121468, 0.050221974, 39, 14.728543634174947, 89, 'High Risk'),
(180368, 65, 17, '46:46.2', 37.48870084137305, 95.49670213548605, 111, 89, 41, 'Female', 87.11428985538188, 1.873984989671016, 0.075530068, 22, 24.806025441917555, 96.33333333333333, 'Low Risk'),
(180369, 70, 16, '45:46.2', 36.92841378297478, 99.79905341, 139, 75, 48, 'Male', 75.24115719038373, 1.5544080958479691, 0.14441559638243046, 64, 31.140484637998338, 96.33333333333333, 'High Risk'),
(180370, 90, 16, '44:46.2', 36.385387426301264, 97.46270137340588, 129, 73, 24, 'Female', 67.26190417448439, 1.8111963171201508, 0.081630165, 56, 20.503976958377223, 91.66666666666666, 'Low Risk'),
(180371, 93, 15, '43:46.2', 36.75138814654222, 99.68998895192277, 138, 89, 53, 'Female', 87.58218753711043, 1.706236750814055, 0.050326398363263726, 49, 30.08411251509204, 105.33333333333333, 'High Risk'),
(180372, 87, 15, '42:46.2', 36.92308509292363, 95.66566959461174, 135, 75, 72, 'Female', 99.28311250737835, 1.8658377218205873, 0.05917283, 60, 28.51856348286422, 95, 'Low Risk'),
(180373, 70, 16, '41:46.2', 37.31597189209556, 99.33226208844825, 120, 72, 74, 'Female', 56.36046791629656, 1.6384010417880792, 0.050457346, 48, 20.995883733768338, 88, 'Low Risk'),
(180374, 93, 12, '40:46.2', 36.32965036920294, 99.61243911815475, 130, 70, 48, 'Male', 64.57477332695778, 1.5968636895374302, 0.14807322566557482, 60, 25.323702268514925, 90, 'High Risk'),
(180375, 99, 17, '39:46.2', 37.144015116614455, 97.75065752060047, 123, 78, 36, 'Male', 96.00303463, 1.6234018240326602, 0.1250779449174358, 45, 36.42779652, 93, 'High Risk'),
(180376, 97, 18, '38:46.2', 36.39877267105938, 95.86335586610078, 127, 72, 79, 'Female', 67.47664450683726, 1.7699980727876445, 0.11880076718020467, 55, 21.538124883331815, 90.33333333333333, 'High Risk'),
(180377, 90, 15, '37:46.2', 36.83149884679641, 96.97128234545424, 137, 89, 21, 'Female', 87.68717989452931, 1.5187307906915497, 0.063504699, 48, 38.01670800689596, 105, 'High Risk'),
(180378, 74, 16, '36:46.2', 36.97127603628345, 99.92153182, 134, 71, 28, 'Male', 80.34463124, 1.7801786161807773, 0.14095225885324392, 63, 25.353020172048232, 92, 'Low Risk'),
(180379, 71, 18, '35:46.2', 36.75978369474705, 99.28222038, 122, 70, 22, 'Male', 66.69962467883903, 1.9281037769917584, 0.1410174385428744, 52, 17.941658222582774, 87.33333333333333, 'High Risk'),
(180380, 86, 19, '34:46.2', 36.42200306766041, 97.18892659331092, 121, 84, 36, 'Female', 61.10944410873461, 1.8025573459245325, 0.10044741863319327, 37, 18.807460263248306, 96.33333333333333, 'Low Risk'),
(180381, 82, 14, '33:46.2', 36.923939640458094, 98.31844135342001, 137, 75, 85, 'Female', 80.63019357369852, 1.8168393933837885, 0.094730261, 62, 24.426690334484487, 95.66666666666666, 'Low Risk'),
(180382, 73, 13, '32:46.2', 36.43658824100744, 97.91135467, 130, 84, 27, 'Male', 61.13415817328701, 1.8863657975837673, 0.12880014360182357, 46, 17.180354045864267, 99.33333333333333, 'High Risk'),
(180383, 91, 13, '31:46.2', 36.74141992066551, 97.96249595234987, 124, 79, 46, 'Female', 99.62339645, 1.7983904911670658, 0.088699267, 45, 30.80302361624152, 94, 'High Risk'),
(180384, 63, 15, '30:46.2', 37.369486569403534, 96.63844169, 132, 70, 66, 'Male', 67.32464168038491, 1.915192019719691, 0.11717040831870237, 62, 18.354789313302042, 90.66666666666666, 'High Risk'),
(180385, 95, 14, '29:46.2', 36.07480146026018, 98.05055576, 121, 82, 57, 'Female', 68.99719903824227, 1.9606522517816254, 0.060415857936295496, 39, 17.948589120508025, 95, 'High Risk'),
(180386, 87, 19, '28:46.2', 36.604828058802376, 98.31019669847545, 127, 79, 67, 'Female', 82.61125403845347, 1.9279376068908245, 0.1301702504799933, 48, 22.22558828348675, 95, 'Low Risk'),
(180387, 62, 19, '27:46.2', 36.27590920024341, 97.69848335032509, 122, 85, 19, 'Female', 72.83835884396737, 1.7698503150940192, 0.089020547, 37, 23.25343290822968, 97.33333333333333, 'Low Risk'),
(180388, 91, 14, '26:46.2', 36.82924646352021, 98.42836900688664, 127, 82, 70, 'Male', 87.47446819, 1.8836452090952553, 0.14606687027812681, 45, 24.653756382741427, 97, 'High Risk'),
(180389, 83, 16, '25:46.2', 36.50560471185218, 98.36072162, 131, 84, 69, 'Female', 69.13865195945507, 1.6101897949696833, 0.13011036717034377, 47, 26.666546048064234, 99.66666666666667, 'Low Risk'),
(180390, 80, 15, '24:46.2', 37.36049933094642, 95.05170979437402, 137, 80, 34, 'Male', 92.47243894963563, 1.8971731325720826, 0.12914817880056495, 57, 25.69202766577868, 99, 'Low Risk'),
(180391, 82, 15, '23:46.2', 37.244947909477645, 98.30645395965347, 136, 71, 63, 'Male', 74.93748632144221, 1.5919558583108675, 0.12366708173425607, 65, 29.569030022275403, 92.66666666666666, 'Low Risk'),
(180392, 99, 19, '22:46.2', 36.636267080716166, 98.10955560675642, 133, 89, 27, 'Male', 86.60681909304128, 1.709283320255827, 0.1433297992229149, 44, 29.643124548239147, 103.66666666666667, 'High Risk'),
(180393, 97, 18, '21:46.2', 36.42132006, 99.06744315786662, 116, 84, 18, 'Male', 52.17060533, 1.6911914355086255, 0.092590717, 32, 18.24065102422423, 94.66666666666667, 'High Risk'),
(180394, 75, 13, '20:46.2', 36.635922151836056, 96.53090762280128, 112, 79, 48, 'Female', 62.896335012946324, 1.5919951273470399, 0.075535286, 33, 24.816576613361107, 90, 'Low Risk'),
(180395, 64, 18, '19:46.2', 36.37334536201739, 97.6537484, 122, 79, 84, 'Female', 59.061215452600464, 1.6233236751500875, 0.098994824, 43, 22.41259457012898, 93.33333333333333, 'Low Risk'),
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(180572, 87, 15, '22:46.2', 37.24348255809148, 97.97393044643732, 115, 72, 29, 'Male', 75.56835573339968, 1.9282911875382684, 0.14802767629468927, 43, 20.32332394439297, 86.33333333333333, 'Low Risk'),
(180573, 60, 17, '21:46.2', 36.07158555, 99.11057207843874, 117, 79, 81, 'Male', 97.48422207550024, 1.6964660045356312, 0.08501143, 38, 33.87224702067883, 91.66666666666667, 'High Risk'),
(180574, 91, 15, '20:46.2', 37.079642653561926, 99.92447465326158, 122, 74, 78, 'Male', 79.77941519913344, 1.633847861917925, 0.055884239825136454, 48, 29.885988173487636, 90, 'High Risk'),
(180575, 93, 13, '19:46.2', 36.80405536516275, 97.15757760328076, 113, 75, 82, 'Male', 90.65150049, 1.5784802017895512, 0.068734085, 38, 36.382850249337494, 87.66666666666667, 'High Risk'),
(180576, 78, 17, '18:46.2', 36.04807425035142, 95.74789157, 135, 88, 71, 'Male', 65.50726706, 1.6205811292335641, 0.14676918070029493, 47, 24.94295632395531, 103.66666666666667, 'Low Risk'),
(180577, 69, 14, '17:46.2', 36.137576337475735, 95.18879747855821, 135, 78, 87, 'Female', 56.55645142994854, 1.808667196382069, 0.11566388438326006, 57, 17.288799132114963, 97, 'High Risk'),
(180578, 81, 14, '16:46.2', 36.66948874852801, 98.61267186753034, 131, 88, 87, 'Male', 81.00467669768358, 1.9612827864526883, 0.10454568386815821, 43, 21.058607963506724, 102.33333333333333, 'Low Risk'),
(180579, 63, 16, '15:46.2', 37.358455734234475, 95.21131667482545, 122, 72, 35, 'Female', 55.178242539479314, 1.8677337089002017, 0.071072853, 50, 15.817503884851444, 88.66666666666666, 'High Risk'),
(180580, 61, 18, '14:46.2', 36.65189348011475, 97.51663456760323, 132, 88, 65, 'Female', 96.54943620128965, 1.8832616678161658, 0.12835040080515903, 44, 27.222525197507885, 102.66666666666667, 'Low Risk'),
(180581, 83, 12, '13:46.2', 36.702456365431395, 98.45100190669669, 113, 77, 78, 'Male', 57.366781530531014, 1.8413417760130362, 0.097353538, 36, 16.919661581847425, 89, 'High Risk'),
(180582, 66, 16, '12:46.2', 36.80347819038151, 97.39157639393999, 134, 71, 40, 'Male', 52.03958530355131, 1.9353669837260508, 0.12703027062103817, 63, 13.893356225261025, 92, 'High Risk'),
(180583, 70, 15, '11:46.2', 36.96781077646239, 98.83954752265154, 112, 76, 66, 'Male', 53.08486888651451, 1.9113721266438817, 0.09830341, 36, 14.530489740412643, 88, 'High Risk'),
(180584, 78, 14, '10:46.2', 36.25344781180981, 97.59849847334169, 122, 74, 73, 'Male', 64.71494416844351, 1.8272489044801148, 0.05605249, 48, 19.38247179, 90, 'Low Risk'),
(180585, 63, 14, '09:46.2', 36.911421577426715, 99.56802751855534, 117, 84, 18, 'Female', 94.86716546133272, 1.5563272708344906, 0.068935323, 33, 39.16643738673301, 95, 'High Risk'),
(180586, 96, 18, '08:46.2', 36.334082066139715, 99.15714062484187, 118, 72, 30, 'Female', 74.58263628055326, 1.6623557259549857, 0.12543601895644296, 46, 26.989187037029588, 87.33333333333333, 'High Risk'),
(180587, 98, 13, '07:46.2', 36.24708819243697, 99.78337158, 137, 73, 71, 'Female', 50.39073051550412, 1.597236414693668, 0.079588671, 64, 19.75205328540334, 94.33333333333333, 'High Risk'),
(180588, 71, 15, '06:46.2', 37.250712018128695, 95.06338105347457, 118, 86, 37, 'Female', 94.61025801410635, 1.727466124892856, 0.10785818713589254, 32, 31.704371435813666, 96.66666666666667, 'High Risk'),
(180589, 78, 16, '05:46.2', 36.31384199538476, 96.97465557260296, 118, 81, 25, 'Female', 99.01544341427575, 1.5670361246903355, 0.10733390697532519, 37, 40.32226504997922, 93.33333333333333, 'High Risk'),
(180590, 71, 15, '04:46.2', 36.719683588722894, 95.88028253366376, 122, 74, 80, 'Male', 74.01864332, 1.817541909, 0.096878732, 48, 22.40640869670115, 90, 'Low Risk'),
(180591, 76, 19, '03:46.2', 36.623253591179456, 97.83984479357406, 132, 78, 80, 'Male', 82.47488210248457, 1.7633296322288288, 0.084041587, 54, 26.524957203801442, 96, 'Low Risk'),
(180592, 73, 17, '02:46.2', 37.43924200733222, 98.94965153398174, 139, 74, 80, 'Female', 76.09886505164984, 1.8437410174924393, 0.1320638172653378, 65, 22.38609511676594, 95.66666666666666, 'Low Risk'),
(180593, 91, 13, '01:46.2', 36.04685045609641, 95.03623899810633, 134, 82, 82, 'Male', 67.03134411571027, 1.632288963336105, 0.13184874136302935, 52, 25.158447608313566, 99.33333333333333, 'High Risk'),
(180594, 86, 12, '00:46.2', 36.296474504583244, 96.39513934831609, 130, 79, 34, 'Male', 81.09284965235611, 1.9980900928527539, 0.087675813, 51, 20.311987900715724, 96, 'Low Risk'),
(180595, 64, 15, '59:46.2', 37.313836292205835, 98.00613767021412, 122, 75, 36, 'Female', 68.07597490332083, 1.7523513002933662, 0.13244998086584597, 47, 22.16927646, 90.66666666666667, 'Low Risk'),
(180596, 60, 14, '58:46.2', 36.21334886354886, 95.98219574, 112, 81, 48, 'Female', 77.32858268346743, 1.9802468468834924, 0.094128667, 31, 19.719749300477094, 91.33333333333333, 'Low Risk'),
(180597, 91, 12, '57:46.2', 36.22731238334866, 96.46342450760258, 137, 87, 55, 'Female', 86.91921999372333, 1.7039269236467776, 0.1350852762957307, 50, 29.93738688820198, 103.66666666666666, 'High Risk'),
(180598, 72, 15, '56:46.2', 36.548716191181995, 98.52296900679607, 132, 89, 58, 'Male', 99.40839692617317, 1.598310860561328, 0.052994628, 43, 38.91352464052814, 103.33333333333333, 'High Risk'),
(180599, 97, 15, '55:46.2', 36.69713981617187, 99.48938054352426, 117, 84, 46, 'Male', 76.21890715179578, 1.6951728864682365, 0.066013196, 33, 26.523737590478895, 95, 'High Risk'),
(180600, 83, 19, '54:46.2', 37.20079979414762, 98.80330496392725, 117, 79, 24, 'Female', 77.50165396266337, 1.5650485122016549, 0.067704707, 38, 31.641376092714328, 91.66666666666667, 'High Risk'),
(180601, 98, 17, '53:46.2', 37.01786988653553, 95.94656796355163, 130, 86, 43, 'Female', 74.47381895251274, 1.6248621184039724, 0.11481611845018466, 44, 28.207889723085927, 100.66666666666667, 'High Risk'),
(180602, 84, 19, '52:46.2', 37.29505963643167, 95.55544106057161, 119, 81, 22, 'Male', 96.68169708724483, 1.7444574937609703, 0.14011167427585838, 38, 31.770458446745337, 93.66666666666667, 'High Risk'),
(180603, 66, 13, '51:46.2', 36.12867231632369, 96.29198193941593, 117, 83, 41, 'Female', 60.53188709559248, 1.9777042451514832, 0.076654482, 34, 15.476099806238329, 94.33333333333333, 'High Risk'),
(180604, 99, 12, '50:46.2', 36.557991341464444, 98.72013516858343, 126, 75, 51, 'Male', 65.40293713, 1.8263165812087856, 0.093857444, 51, 19.608534106131067, 92, 'High Risk'),
(180605, 93, 18, '49:46.2', 36.02238013633602, 98.81188468318562, 119, 89, 86, 'Male', 72.16439638758531, 1.8762979050432984, 0.11886402778149217, 30, 20.49837321230314, 99, 'High Risk'),
(180606, 80, 13, '48:46.2', 37.19822866217643, 99.34721869317644, 130, 74, 82, 'Male', 55.50996285905515, 1.6833626802347152, 0.14408645735602407, 56, 19.58914799300422, 92.66666666666666, 'Low Risk'),
(180607, 93, 13, '47:46.2', 37.1464557, 97.87766434469111, 119, 88, 58, 'Female', 99.64785426649725, 1.8449017667985557, 0.11086792403901644, 31, 29.27665519524335, 98.33333333333333, 'High Risk'),
(180608, 77, 13, '46:46.2', 36.830097133338526, 97.32511166160857, 132, 89, 31, 'Female', 85.46720492653657, 1.7355622870535319, 0.056431569, 43, 28.37390381393775, 103.33333333333333, 'Low Risk'),
(180609, 62, 16, '45:46.2', 36.19833265262123, 97.95045797336172, 118, 87, 62, 'Male', 75.28130079091117, 1.995685915, 0.06942025, 31, 18.90178114203245, 97.33333333333333, 'Low Risk'),
(180610, 75, 18, '44:46.2', 36.879637822840145, 98.89942783559367, 118, 79, 60, 'Male', 67.60190031813423, 1.6756249875433322, 0.10284034632485303, 39, 24.07715940854285, 92, 'Low Risk'),
(180611, 60, 16, '43:46.2', 37.28639339083321, 99.89505114, 111, 85, 84, 'Female', 84.8648757, 1.7787764250577038, 0.086695201, 26, 26.82163509184429, 93.66666666666667, 'Low Risk'),
(180612, 97, 15, '42:46.2', 37.44036729439498, 96.56550670118965, 122, 75, 89, 'Female', 90.74339812923871, 1.8912664500662877, 0.074136792, 47, 25.369365272430805, 90.66666666666667, 'High Risk'),
(180613, 83, 16, '41:46.2', 37.38233824775052, 98.04724071819324, 113, 82, 37, 'Male', 82.58738462775608, 1.9839320750745024, 0.12904137834388557, 31, 20.98263931512091, 92.33333333333333, 'Low Risk'),
(180614, 66, 19, '40:46.2', 36.93537114412777, 97.07003984211111, 132, 89, 20, 'Male', 83.06767059925568, 1.561100611257511, 0.092985465, 43, 34.085545165001626, 103.33333333333333, 'High Risk'),
(180615, 96, 13, '39:46.2', 36.31337668687602, 98.85139746902244, 131, 86, 82, 'Male', 81.77700044689094, 1.750273497, 0.1420203299960369, 45, 26.694349561821046, 101, 'High Risk'),
(180616, 80, 17, '38:46.2', 37.19137023870901, 95.10602221, 139, 81, 64, 'Male', 51.38399501566503, 1.8052117442207054, 0.061525404, 58, 15.767816834600122, 100.33333333333333, 'High Risk'),
(180617, 85, 13, '37:46.2', 37.16084835671263, 99.97105390638262, 121, 70, 26, 'Female', 87.93958094754979, 1.895416865496647, 0.067280828, 51, 24.477942508680915, 87, 'Low Risk'),
(180618, 83, 12, '36:46.2', 37.48430022542375, 99.02079856, 114, 76, 68, 'Male', 78.83700130876773, 1.8299044660811954, 0.099523679, 38, 23.543621254322353, 88.66666666666667, 'Low Risk'),
(180619, 74, 13, '35:46.2', 37.03277992985998, 97.83029978, 129, 70, 79, 'Female', 80.65143248391811, 1.6400511122804893, 0.070339714, 59, 29.98453507951061, 89.66666666666666, 'Low Risk'),
(180620, 98, 13, '34:46.2', 36.21796977744821, 95.60319171540446, 117, 87, 46, 'Male', 64.90742385, 1.9731402516791938, 0.12383138477378376, 30, 16.671645233787377, 97, 'High Risk'),
(180621, 61, 14, '33:46.2', 36.63149726671405, 96.79275572929544, 112, 80, 60, 'Female', 80.57587835157061, 1.5381269825459887, 0.10256086401621134, 32, 34.05811964196763, 90.66666666666667, 'High Risk'),
(180622, 90, 17, '32:46.2', 36.326727140828055, 98.61093529, 118, 76, 85, 'Female', 58.92375587684994, 1.6978044532679935, 0.074680228, 42, 20.44160936642791, 90, 'Low Risk'),
(180623, 69, 18, '31:46.2', 36.95817216460188, 95.80338662474234, 120, 87, 53, 'Female', 80.17658872, 1.700658590127151, 0.10673514682779017, 33, 27.721281323751295, 98, 'Low Risk'),
(180624, 63, 16, '30:46.2', 36.429421985437415, 98.07131547055286, 124, 71, 48, 'Female', 66.82941324051501, 1.9819899560638756, 0.1063397578862768, 53, 17.01236725177407, 88.66666666666666, 'High Risk'),
(180625, 75, 16, '29:46.2', 37.45743300536455, 97.19083062454587, 116, 74, 61, 'Male', 57.67327690128617, 1.8701003183311968, 0.12138948256014644, 42, 16.490917526599425, 88, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(180626, 97, 15, '28:46.2', 36.28528534472767, 99.56520781706547, 138, 89, 87, 'Female', 97.27251841478378, 1.718391003239896, 0.065625119, 49, 32.94171303061277, 105.33333333333333, 'High Risk'),
(180627, 73, 16, '27:46.2', 36.98547677282736, 97.59996095373968, 116, 79, 38, 'Female', 72.23626415347789, 1.7506836813282438, 0.090907858, 37, 23.568932375644813, 91.33333333333333, 'Low Risk'),
(180628, 76, 18, '26:46.2', 36.49088683759049, 95.35386049062575, 137, 78, 63, 'Female', 65.05535221471067, 1.803640377, 0.14332587569195962, 59, 19.99784207269473, 97.66666666666666, 'Low Risk'),
(180629, 84, 14, '25:46.2', 36.03808873456981, 99.04910447, 121, 76, 20, 'Female', 64.80484374964665, 1.9419118622439888, 0.11013530357901241, 45, 17.18495655458713, 91, 'High Risk'),
(180630, 86, 12, '24:46.2', 37.18870956, 99.57823413314459, 118, 75, 19, 'Male', 78.31054008147834, 1.8203734590059597, 0.097693744, 43, 23.63193205980515, 89.33333333333333, 'Low Risk'),
(180631, 98, 19, '23:46.2', 36.53805508736439, 97.02332600430151, 112, 88, 33, 'Female', 50.17602980906899, 1.960553237390467, 0.12706928372953322, 24, 13.053861939388323, 96, 'High Risk'),
(180632, 87, 14, '22:46.2', 36.647857243686715, 99.71539081980676, 127, 75, 55, 'Female', 72.58812484292069, 1.8413756641336982, 0.1071490398320751, 52, 21.408230847947657, 92.33333333333333, 'Low Risk'),
(180633, 89, 18, '21:46.2', 37.15762389555049, 98.56664910692717, 123, 79, 46, 'Male', 56.914336124554666, 1.7874526374046482, 0.14534846205556412, 44, 17.813636598309177, 93.66666666666667, 'High Risk'),
(180634, 78, 12, '20:46.2', 36.08378324197325, 95.70825232587394, 129, 71, 31, 'Male', 91.74220301973148, 1.970914511083675, 0.12796416332016278, 58, 23.617481867325118, 90.33333333333333, 'Low Risk'),
(180635, 62, 17, '19:46.2', 36.13763314915656, 98.21639654360355, 119, 83, 49, 'Male', 82.15476222560015, 1.5043117117976408, 0.11516226031166296, 36, 36.30421659645898, 95, 'High Risk'),
(180636, 90, 12, '18:46.2', 36.21330801747271, 96.15782581433925, 135, 83, 67, 'Male', 52.41497262394348, 1.8407310364533584, 0.09967401, 52, 15.469443596650729, 100.33333333333333, 'High Risk'),
(180637, 84, 13, '17:46.2', 36.16518379398661, 95.52902872236776, 137, 78, 89, 'Female', 86.74316218175426, 1.857521917728383, 0.12303398287319423, 59, 25.140120576666284, 97.66666666666666, 'Low Risk'),
(180638, 79, 17, '16:46.2', 37.03375395567732, 96.79839537, 134, 72, 76, 'Male', 54.67584257794247, 1.5232841540333446, 0.070647117, 62, 23.563165614042195, 92.66666666666666, 'Low Risk'),
(180639, 75, 16, '15:46.2', 37.490130865286424, 98.52088097371416, 131, 89, 78, 'Female', 72.34605944101294, 1.5224122394784732, 0.12748270213519364, 42, 31.214066208888028, 103, 'High Risk'),
(180640, 69, 16, '14:46.2', 36.51151990259023, 99.56142602192456, 115, 75, 30, 'Female', 82.40163196199578, 1.876237753655611, 0.13590240584684185, 40, 23.40777163223836, 88.33333333333333, 'Low Risk'),
(180641, 70, 15, '13:46.2', 36.06875605730078, 99.40696623337297, 123, 73, 26, 'Male', 84.87148432560453, 1.7397232490213708, 0.060346549, 50, 28.04151432666332, 89.66666666666666, 'Low Risk'),
(180642, 63, 18, '12:46.2', 37.48045296425034, 96.88707184627398, 111, 78, 50, 'Female', 97.33967785794383, 1.9506361030686117, 0.096137583, 33, 25.582170468867783, 89, 'Low Risk'),
(180643, 77, 12, '11:46.2', 36.093879222024526, 98.34451896809665, 134, 70, 71, 'Male', 61.594512342821965, 1.8619102302587909, 0.078846562, 64, 17.76742720751864, 91.33333333333333, 'High Risk'),
(180644, 73, 12, '10:46.2', 36.34565802873075, 99.48700829330446, 120, 80, 57, 'Male', 91.35257319627149, 1.5576610497458139, 0.10430907369284967, 40, 37.65085687116492, 93.33333333333333, 'High Risk'),
(180645, 60, 15, '09:46.2', 37.42026044, 96.59141447, 122, 85, 62, 'Female', 75.39822491597404, 1.6304113593450655, 0.070721365, 37, 28.363951659708743, 97.33333333333333, 'Low Risk'),
(180646, 99, 12, '08:46.2', 37.48467872671674, 96.46539698375145, 136, 77, 83, 'Male', 50.84697139884543, 1.566172914355235, 0.09296966, 59, 20.729349422231376, 96.66666666666666, 'High Risk'),
(180647, 77, 17, '07:46.2', 36.82210398961613, 95.78517397434933, 126, 83, 78, 'Male', 82.39082910904044, 1.9332828540045501, 0.1363933577729898, 43, 22.04388185, 97.33333333333333, 'Low Risk'),
(180648, 82, 16, '06:46.2', 36.35845187, 98.23674883393653, 124, 72, 79, 'Female', 93.88110431831686, 1.935995926411822, 0.081569958, 52, 25.047784100229094, 89.33333333333333, 'Low Risk'),
(180649, 74, 13, '05:46.2', 36.96889300897343, 99.76152612909658, 121, 86, 83, 'Female', 82.46185130749576, 1.8392185964058827, 0.10485120855669125, 35, 24.377343769183742, 97.66666666666667, 'Low Risk'),
(180650, 62, 12, '04:46.2', 36.43895661521197, 99.33558375, 124, 75, 25, 'Male', 52.81132304787128, 1.826451554699281, 0.072055359, 49, 15.83108690658009, 91.33333333333333, 'High Risk'),
(180651, 87, 18, '03:46.2', 37.256212879269604, 96.68959965732095, 136, 86, 69, 'Female', 96.00221333580788, 1.7830380703511157, 0.12283225985842594, 50, 30.196736806397336, 102.66666666666666, 'High Risk'),
(180652, 72, 13, '02:46.2', 36.95890770732325, 96.21288891863598, 114, 76, 50, 'Male', 92.82103575684637, 1.753082359885338, 0.1366423533415027, 38, 30.20242195487835, 88.66666666666667, 'High Risk'),
(180653, 73, 18, '01:46.2', 36.448891240986775, 97.72050900710728, 139, 82, 55, 'Male', 68.93320725680942, 1.6613033143220104, 0.087197575, 57, 24.976444935852257, 101, 'Low Risk'),
(180654, 73, 14, '00:46.2', 36.26746521274402, 96.07763611749075, 135, 74, 45, 'Male', 90.08676957722571, 1.6409198959994529, 0.093027429, 61, 33.45694267116272, 94.33333333333333, 'High Risk'),
(180655, 60, 12, '59:46.2', 37.39731452195533, 98.55674489829653, 123, 77, 27, 'Female', 58.94434027363195, 1.612074683697099, 0.0918579, 46, 22.681501213690865, 92.33333333333333, 'Low Risk'),
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(180832, 78, 19, '02:46.2', 36.83910764790804, 96.82435258855077, 120, 76, 59, 'Male', 85.81132255642655, 1.7726744986885292, 0.14558019229084584, 44, 27.30779295270863, 90.66666666666667, 'Low Risk'),
(180833, 60, 19, '01:46.2', 37.05998588, 95.99583970115211, 110, 86, 39, 'Female', 98.13980975040786, 1.7144064039971834, 0.092486462, 24, 33.39009473, 94, 'High Risk'),
(180834, 72, 13, '00:46.2', 37.07074919704341, 95.84621023342616, 111, 79, 87, 'Female', 68.90245121105984, 1.8208041535263342, 0.084951121, 32, 20.782998268858737, 89.66666666666667, 'Low Risk'),
(180835, 87, 14, '59:46.2', 37.12651577917442, 99.37927921822146, 120, 80, 35, 'Male', 77.83868909261881, 1.5864449076910723, 0.14426353487884647, 40, 30.927550394433094, 93.33333333333333, 'High Risk'),
(180836, 99, 13, '58:46.2', 36.07002683260278, 95.60782047025411, 130, 76, 53, 'Female', 53.160151955685876, 1.9744027862476212, 0.063474798, 54, 13.636870089026775, 94, 'High Risk'),
(180837, 68, 18, '57:46.2', 36.71036621559299, 97.54740603606015, 132, 87, 74, 'Female', 75.76826839768563, 1.6289789055981665, 0.08425381, 45, 28.553308728326805, 102, 'Low Risk'),
(180838, 69, 19, '56:46.2', 37.30378681489285, 99.83710697178338, 122, 77, 45, 'Female', 69.24577527903222, 1.7729551759376212, 0.10104609312719345, 45, 22.029151530985878, 92, 'Low Risk'),
(180839, 69, 14, '55:46.2', 36.88754964871463, 98.86300008, 110, 84, 81, 'Male', 90.55212942196007, 1.6456858045770155, 0.091038447, 26, 33.435269000592164, 92.66666666666667, 'High Risk'),
(180840, 65, 15, '54:46.2', 36.73391344438932, 97.82095298073267, 121, 79, 70, 'Female', 66.39785539, 1.7431911343444646, 0.12234528175167768, 42, 21.850633627421534, 93, 'Low Risk'),
(180841, 94, 19, '53:46.2', 36.17330182, 98.82455051, 123, 82, 30, 'Female', 50.83202492347614, 1.7156319173648709, 0.056296071, 41, 17.26987428012317, 95.66666666666667, 'High Risk'),
(180842, 65, 13, '52:46.2', 37.35916722066828, 97.10684964051708, 138, 72, 31, 'Female', 59.073002129507074, 1.7053153027191017, 0.081365606, 66, 20.31326171985358, 94, 'Low Risk'),
(180843, 82, 18, '51:46.2', 36.13242402359825, 95.89872472, 123, 77, 29, 'Female', 63.83434329, 1.5500525038867634, 0.12941625728625827, 46, 26.568166045815836, 92.33333333333333, 'Low Risk'),
(180844, 68, 15, '50:46.2', 36.84183007953515, 97.49722030679173, 139, 75, 46, 'Male', 59.18782466519831, 1.6631777502710259, 0.060061640902125304, 64, 21.397106373215543, 96.33333333333333, 'Low Risk'),
(180845, 60, 16, '49:46.2', 36.429768210578644, 95.85616718988531, 111, 85, 48, 'Male', 85.48531558276954, 1.5103768936232744, 0.057493718, 26, 37.47320624273773, 93.66666666666667, 'High Risk'),
(180846, 88, 14, '48:46.2', 37.31879117, 96.23610688019156, 122, 74, 33, 'Female', 54.74399351196768, 1.7353020795144984, 0.076244806, 48, 18.179682787898283, 90, 'High Risk'),
(180847, 61, 17, '47:46.2', 37.01817622523323, 99.12346608, 127, 74, 37, 'Male', 99.62588073, 1.6998566363855583, 0.077100992, 53, 34.47843808417744, 91.66666666666666, 'High Risk'),
(180848, 66, 15, '46:46.2', 36.19455794761677, 98.13739293815392, 132, 73, 45, 'Male', 79.25022214190031, 1.8100904577358883, 0.10591076774794653, 59, 24.187998356126837, 92.66666666666666, 'Low Risk'),
(180849, 91, 18, '45:46.2', 36.071280557884165, 99.72548682168944, 130, 86, 79, 'Female', 95.05089932645257, 1.9486106363413105, 0.074183708, 44, 25.03260766526673, 100.66666666666667, 'High Risk'),
(180850, 81, 16, '44:46.2', 36.559013158365005, 97.74473484477276, 128, 75, 58, 'Male', 69.23328498922221, 1.965230342377137, 0.051181618, 53, 17.92619089, 92.66666666666666, 'High Risk'),
(180851, 96, 15, '43:46.2', 37.34435965181141, 97.03672798424635, 114, 75, 56, 'Female', 69.29599776827351, 1.641163578, 0.088692763, 39, 25.72790431644061, 88, 'High Risk'),
(180852, 75, 12, '42:46.2', 37.41390983895191, 96.41604452859357, 113, 76, 36, 'Male', 83.17765918360715, 1.6600242351081302, 0.096659545, 37, 30.184072629743923, 88.33333333333333, 'High Risk'),
(180853, 85, 19, '41:46.2', 37.06398088217812, 99.32434907, 111, 71, 74, 'Female', 72.53032769886983, 1.7712629905915018, 0.055883867044497396, 40, 23.118174780615956, 84.33333333333333, 'Low Risk'),
(180854, 67, 16, '40:46.2', 36.77443347332484, 96.06805446578001, 138, 81, 74, 'Female', 76.4503781, 1.953408802136647, 0.10589303018831517, 57, 20.035185000437394, 100, 'Low Risk'),
(180855, 96, 18, '39:46.2', 36.41197308628812, 97.89926107033467, 119, 79, 38, 'Female', 69.44824798738718, 1.826644234018638, 0.093065959, 40, 20.81389471397233, 92.33333333333333, 'High Risk'),
(180856, 99, 15, '38:46.2', 36.47038808, 95.05673814123686, 117, 76, 66, 'Male', 72.47229627124844, 1.5462798490643608, 0.11152779753818529, 41, 30.310690468520576, 89.66666666666667, 'High Risk'),
(180857, 93, 13, '37:46.2', 36.253655585996526, 97.06077900482946, 111, 88, 87, 'Male', 59.37286528682469, 1.9240048214927883, 0.115145659, 23, 16.038941230993753, 95.66666666666667, 'High Risk'),
(180858, 96, 16, '36:46.2', 36.68701302866546, 95.44678207467145, 119, 78, 60, 'Male', 64.09509260076824, 1.7290349545092023, 0.086727975, 41, 21.439627378188305, 91.66666666666667, 'High Risk'),
(180859, 64, 14, '35:46.2', 36.05244774094182, 96.40071422510152, 111, 89, 60, 'Male', 72.82910870324095, 1.8188354568047662, 0.052452983, 22, 22.014973716675165, 96.33333333333333, 'Low Risk'),
(180860, 65, 17, '34:46.2', 37.16014589213959, 98.84494316697118, 117, 82, 67, 'Male', 55.40502052937967, 1.5310250788068243, 0.094964813, 35, 23.63657306208892, 93.66666666666667, 'Low Risk'),
(180861, 71, 14, '33:46.2', 37.494178478238545, 95.71385662224296, 110, 85, 70, 'Male', 61.88080154228265, 1.7434113451924627, 0.08076608, 25, 20.358988396648456, 93.33333333333333, 'Low Risk'),
(180862, 87, 19, '32:46.2', 36.32201040057421, 95.72631341678661, 134, 76, 82, 'Male', 95.32046686016699, 1.5897377530471914, 0.13607180525096874, 58, 37.71683004618979, 95.33333333333333, 'High Risk'),
(180863, 94, 17, '31:46.2', 36.13504173350053, 97.57882766267964, 137, 80, 72, 'Male', 78.33750673486983, 1.8895987800294551, 0.081197953, 57, 21.939692951894457, 99, 'High Risk'),
(180864, 81, 13, '30:46.2', 36.90194747568671, 99.08799918301088, 117, 75, 25, 'Female', 51.542968109669204, 1.6153991554035136, 0.11269563890343087, 42, 19.75193832686283, 89, 'Low Risk'),
(180865, 96, 16, '29:46.2', 36.05046025849496, 99.03975035986188, 124, 75, 58, 'Male', 51.999333952445475, 1.7896996228753794, 0.11729150080557084, 49, 16.234446553320367, 91.33333333333333, 'High Risk'),
(180866, 78, 16, '28:46.2', 36.60253176, 97.06315056, 137, 73, 49, 'Male', 98.46208598, 1.885837303840541, 0.090863409, 64, 27.68602379168558, 94.33333333333333, 'Low Risk'),
(180867, 95, 13, '27:46.2', 37.13646582089371, 96.90582197666099, 117, 70, 37, 'Male', 96.02557949788141, 1.8388164190363316, 0.063158187, 47, 28.399467097906292, 85.66666666666667, 'High Risk'),
(180868, 79, 19, '26:46.2', 36.32819035963511, 97.46647746614454, 112, 80, 76, 'Female', 75.77473227792225, 1.977581123, 0.079185918, 32, 19.375628327391272, 90.66666666666667, 'Low Risk'),
(180869, 84, 15, '25:46.2', 36.50272114676269, 98.16112358361343, 119, 77, 80, 'Female', 75.66964234034882, 1.6857826118572188, 0.11292050294433945, 42, 26.626773337016708, 91, 'Low Risk'),
(180870, 88, 13, '24:46.2', 36.790583835428734, 97.19366085911888, 136, 89, 47, 'Male', 69.95606115089072, 1.9447567614293417, 0.083181449, 47, 18.49672196683897, 104.66666666666667, 'High Risk'),
(180871, 97, 13, '23:46.2', 37.135435289696915, 99.30401331898662, 130, 75, 54, 'Female', 89.04771237518077, 1.7360779147279572, 0.06964798, 55, 29.545023677876905, 93.33333333333333, 'High Risk'),
(180872, 69, 19, '22:46.2', 37.34861563266931, 98.12956160892905, 115, 85, 69, 'Male', 50.408923082573345, 1.5906830499001638, 0.14529424919827386, 30, 19.92232922851069, 95, 'Low Risk'),
(180873, 71, 17, '21:46.2', 36.82293690894536, 97.99621388832121, 132, 70, 81, 'Male', 81.31806157, 1.622333998154763, 0.101798569, 62, 30.896300366677846, 90.66666666666666, 'High Risk'),
(180874, 82, 16, '20:46.2', 37.035192736683115, 98.21908835, 139, 81, 63, 'Male', 79.88411411171097, 1.9503301661335182, 0.056590547497495286, 58, 21.00120175374252, 100.33333333333333, 'Low Risk'),
(180875, 70, 15, '19:46.2', 37.02922073534867, 97.00057359290575, 122, 73, 27, 'Male', 67.42359904, 1.9836557044795775, 0.12323377999165297, 49, 17.134811856352048, 89.33333333333333, 'High Risk'),
(180876, 93, 17, '18:46.2', 37.273208084328346, 97.98148669950193, 119, 85, 39, 'Female', 71.80380893745112, 1.8632949247224544, 0.14438704718429296, 34, 20.68160696879667, 96.33333333333333, 'High Risk'),
(180877, 62, 14, '17:46.2', 36.22462261914423, 97.8309254, 131, 76, 68, 'Female', 79.75399753483842, 1.5723756993926576, 0.097696723, 55, 32.258176509435444, 94.33333333333333, 'High Risk'),
(180878, 65, 16, '16:46.2', 37.21471362164215, 97.15532260385405, 117, 76, 58, 'Female', 84.14613616414691, 1.525456717009451, 0.060945653484599786, 41, 36.16049772536415, 89.66666666666667, 'High Risk'),
(180879, 81, 12, '15:46.2', 37.49943417683547, 95.29317663651834, 126, 84, 29, 'Male', 89.43066112549846, 1.787469896903906, 0.11428524419696341, 42, 27.990391201046112, 98, 'Low Risk'),
(180880, 68, 18, '14:46.2', 36.32577081518945, 96.86038920190242, 136, 72, 69, 'Female', 77.89686490096533, 1.916535769301138, 0.084889136, 64, 21.207336175467148, 93.33333333333333, 'Low Risk'),
(180881, 70, 19, '13:46.2', 36.69720814988218, 96.12105034, 113, 78, 43, 'Female', 76.28194225679752, 1.8556537317571826, 0.084890193, 35, 22.152761082862227, 89.66666666666667, 'Low Risk'),
(180882, 95, 14, '12:46.2', 36.140956746395695, 98.92456581759375, 117, 88, 58, 'Male', 90.61885535751807, 1.713973223741411, 0.064276572, 29, 30.84682759977411, 97.66666666666667, 'High Risk'),
(180883, 67, 14, '11:46.2', 36.890101174166695, 99.63499051509224, 129, 81, 47, 'Female', 80.61649947782402, 1.959999407503855, 0.057469886, 48, 20.98514895293797, 97, 'Low Risk'),
(180884, 94, 19, '10:46.2', 37.16695663104102, 95.8503882, 125, 79, 64, 'Male', 53.43195682, 1.629986595916471, 0.10157668763437924, 46, 20.110969782531487, 94.33333333333333, 'High Risk'),
(180885, 88, 16, '09:46.2', 36.698464986587936, 99.99641594590383, 133, 77, 44, 'Female', 89.07785861774386, 1.9560374563527807, 0.12464878306190326, 56, 23.281739979219164, 95.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(180886, 88, 15, '08:46.2', 37.40677366036177, 98.05551598463532, 128, 82, 58, 'Female', 88.98244188564837, 1.919233747736342, 0.12314641337454531, 46, 24.15731021631693, 97.33333333333333, 'Low Risk'),
(180887, 98, 13, '07:46.2', 36.92982400045361, 96.31642194867567, 135, 77, 19, 'Female', 96.71270601272924, 1.8501190285528326, 0.14995330129762485, 58, 28.25427677704217, 96.33333333333333, 'High Risk'),
(180888, 76, 17, '06:46.2', 36.19166086, 96.51450139935531, 119, 84, 35, 'Male', 58.54083814109962, 1.5953168500360881, 0.1411453778239514, 35, 23.001969930948963, 95.66666666666667, 'Low Risk'),
(180889, 94, 19, '05:46.2', 36.52262982804876, 98.71948035211173, 136, 78, 57, 'Female', 79.88546204499234, 1.8517881970270962, 0.10497875608545049, 58, 23.296202253719947, 97.33333333333333, 'High Risk'),
(180890, 94, 12, '04:46.2', 37.00132185021509, 99.15108265593733, 122, 78, 23, 'Female', 99.10176411804613, 1.6875352283509033, 0.093366671, 44, 34.79971521805139, 92.66666666666667, 'High Risk'),
(180891, 95, 14, '03:46.2', 36.5283248, 95.35188654500827, 134, 79, 34, 'Male', 90.66814125721815, 1.9126466976899752, 0.1394401166762151, 55, 24.78478766748431, 97.33333333333333, 'High Risk'),
(180892, 70, 16, '02:46.2', 36.240523508097134, 95.65656091422773, 135, 85, 59, 'Female', 80.07517010968698, 1.942291420204008, 0.11501779658237281, 50, 21.22604528607665, 101.66666666666666, 'Low Risk'),
(180893, 78, 19, '01:46.2', 37.44463297203428, 97.95822846, 121, 79, 61, 'Male', 82.95492589606324, 1.7695034627147461, 0.095646255, 42, 26.493500623260275, 93, 'Low Risk'),
(180894, 73, 17, '00:46.2', 37.14650764563327, 97.78688289416345, 135, 80, 25, 'Male', 68.32740914940001, 1.9752525207138998, 0.093422099, 55, 17.512562732267313, 98.33333333333333, 'High Risk'),
(180895, 73, 12, '59:46.2', 37.384474436659644, 97.13132612727102, 128, 83, 43, 'Female', 56.86381433656174, 1.6750657171108998, 0.053798204, 45, 20.266198297503713, 98, 'Low Risk'),
(180896, 78, 14, '58:46.2', 37.190474899858984, 97.88395206283992, 132, 85, 60, 'Male', 54.531462406769535, 1.7710585908405259, 0.073426716, 47, 17.385263872294708, 100.66666666666667, 'High Risk'),
(180897, 99, 18, '57:46.2', 36.97999382777062, 98.76145869918909, 131, 77, 41, 'Female', 88.24585622, 1.6066876050550492, 0.070801317, 54, 34.18467337318735, 95, 'High Risk'),
(180898, 65, 14, '56:46.2', 36.29250557215954, 95.87240416, 114, 80, 27, 'Female', 63.13709299, 1.6695530623620947, 0.10631141478387811, 34, 22.650830428064847, 91.33333333333333, 'Low Risk'),
(180899, 67, 12, '55:46.2', 36.876980668354605, 96.68764962435444, 121, 86, 41, 'Male', 53.39488116149626, 1.9303964344656976, 0.07570439, 35, 14.328694088753968, 97.66666666666667, 'High Risk'),
(180900, 93, 16, '54:46.2', 37.14214916554253, 95.09739346804668, 115, 79, 60, 'Male', 68.23736032241767, 1.7733140064883646, 0.063248556, 36, 21.699560092683647, 91, 'High Risk'),
(180901, 81, 19, '53:46.2', 37.20606038550314, 99.506503, 112, 77, 29, 'Male', 79.74012506, 1.6360296298234447, 0.10227378218561406, 35, 29.791651758862766, 88.66666666666667, 'Low Risk'),
(180902, 78, 19, '52:46.2', 36.86371005, 96.25914097828178, 121, 70, 21, 'Female', 88.10458261032407, 1.737231044241946, 0.081370747, 51, 29.193309724824385, 87, 'Low Risk'),
(180903, 86, 19, '51:46.2', 36.23746294426645, 95.67652324057045, 119, 87, 39, 'Female', 70.27457839887926, 1.5544981780301175, 0.055233713839809434, 32, 29.081567683876845, 97.66666666666667, 'Low Risk'),
(180904, 94, 18, '50:46.2', 36.70055618354054, 98.05375743162915, 117, 82, 80, 'Female', 89.92697341384638, 1.986832877804497, 0.12074514627139796, 35, 22.78071238643335, 93.66666666666667, 'High Risk'),
(180905, 69, 13, '49:46.2', 36.257763654522506, 95.24063096459712, 118, 71, 30, 'Female', 69.28690586577223, 1.8734357805114215, 0.06424077, 47, 19.74119991451759, 86.66666666666667, 'Low Risk'),
(180906, 99, 13, '48:46.2', 37.12189259459051, 97.62211325692228, 111, 74, 37, 'Female', 55.638134514483525, 1.8198708333366342, 0.098038997, 37, 16.799309476313347, 86.33333333333333, 'High Risk'),
(180907, 60, 12, '47:46.2', 36.078401851927616, 96.94675822107726, 125, 81, 60, 'Male', 59.47890593796581, 1.6444138152774994, 0.084303121, 44, 21.995849419550236, 95.66666666666667, 'Low Risk'),
(180908, 64, 17, '46:46.2', 36.491945737875504, 95.28255288953066, 139, 80, 42, 'Male', 67.74800633766628, 1.5040115498161277, 0.1413495664044656, 59, 29.949817252267447, 99.66666666666666, 'Low Risk'),
(180909, 91, 14, '45:46.2', 37.475167806632086, 96.76143064667866, 121, 75, 51, 'Female', 60.24303096610319, 1.7112627574538946, 0.13475797518290208, 46, 20.571853196069632, 90.33333333333333, 'High Risk'),
(180910, 73, 18, '44:46.2', 36.521721026695836, 99.29243239022716, 135, 73, 33, 'Female', 81.48655322557002, 1.9005800403468582, 0.052857423, 62, 22.55867669, 93.66666666666666, 'Low Risk'),
(180911, 87, 19, '43:46.2', 36.623463320069995, 95.10268195182485, 130, 75, 58, 'Female', 76.52579368892592, 1.7361812423994194, 0.050614209, 55, 25.387370608253157, 93.33333333333333, 'Low Risk'),
(180912, 98, 13, '42:46.2', 36.27941198593836, 98.25666769238782, 114, 76, 80, 'Male', 96.19527394328145, 1.7711772636809897, 0.062750854, 38, 30.66406159019284, 88.66666666666667, 'High Risk'),
(180913, 66, 19, '41:46.2', 36.388360906326206, 97.38119649817675, 138, 89, 25, 'Female', 56.929033896448686, 1.6312242074809697, 0.13988757143706074, 49, 21.394714635582147, 105.33333333333333, 'Low Risk'),
(180914, 64, 15, '40:46.2', 36.39251931917549, 95.11386488239323, 112, 88, 25, 'Female', 80.94379500628156, 1.6826040383240073, 0.050183605918111066, 24, 28.59036556297914, 96, 'Low Risk'),
(180915, 80, 16, '39:46.2', 36.36579337787875, 98.53468941147683, 123, 83, 48, 'Female', 53.70729176498469, 1.503478595616158, 0.11394096416510699, 40, 23.75957971097286, 96.33333333333333, 'Low Risk'),
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(181090, 81, 15, '44:46.2', 37.327444477653124, 99.83310306896763, 119, 80, 53, 'Male', 53.30280449363079, 1.8773869969783057, 0.11614882509368231, 39, 15.123156577180607, 93, 'High Risk'),
(181091, 95, 17, '43:46.2', 36.821745341394156, 98.72767187, 110, 83, 20, 'Female', 51.80822849637236, 1.8848148303854593, 0.079374534, 27, 14.58348643, 92, 'High Risk'),
(181092, 88, 13, '42:46.2', 36.23028555441953, 98.79729775, 125, 89, 56, 'Male', 64.77456259432023, 1.6613791539339415, 0.1332233829264576, 36, 23.467508035118783, 101, 'Low Risk'),
(181093, 97, 14, '41:46.2', 36.64100070861687, 96.91824559876989, 118, 73, 87, 'Male', 82.21876789, 1.5101224727596936, 0.085485779, 45, 36.0534329, 88, 'High Risk'),
(181094, 69, 15, '40:46.2', 36.250193669431155, 97.83691537813702, 126, 89, 34, 'Male', 52.71441397568926, 1.688877390518168, 0.10889971811356833, 37, 18.48132649428738, 101.33333333333333, 'High Risk'),
(181095, 94, 14, '39:46.2', 36.165522299817326, 98.67989491673735, 111, 75, 34, 'Female', 53.09887530871231, 1.6511428003093611, 0.14240244234354754, 36, 19.476730368312133, 87, 'High Risk'),
(181096, 66, 13, '38:46.2', 37.43900697332917, 97.27946661214382, 118, 76, 26, 'Male', 58.40803991420332, 1.5678824850885829, 0.14712582317353112, 42, 23.759955066490424, 90, 'Low Risk'),
(181097, 68, 17, '37:46.2', 36.828008823139825, 97.81828171857782, 119, 86, 22, 'Male', 94.24941776989971, 1.8818148126877456, 0.080067103, 33, 26.614904397821125, 97, 'Low Risk'),
(181098, 83, 17, '36:46.2', 36.19787478735234, 96.66101292645287, 137, 80, 86, 'Male', 62.19341364, 1.7122220011556162, 0.1340749056174852, 57, 21.214082252442896, 99, 'Low Risk'),
(181099, 62, 14, '35:46.2', 36.199809596403774, 95.67913682363726, 131, 81, 49, 'Male', 98.97001863878896, 1.8818597694648895, 0.117391464, 50, 27.946610115046038, 97.66666666666666, 'Low Risk'),
(181100, 92, 14, '34:46.2', 36.76667529568255, 97.48318754394454, 121, 85, 80, 'Male', 80.61878122680645, 1.680441186557329, 0.14332315730941214, 36, 28.54891409281095, 97, 'High Risk'),
(181101, 81, 12, '33:46.2', 36.18028430479722, 95.38704042897456, 138, 75, 52, 'Female', 53.031432990709305, 1.5079841199028965, 0.095992881, 63, 23.320605713213798, 96, 'Low Risk'),
(181102, 75, 17, '32:46.2', 36.92956390368887, 98.04986757400538, 122, 84, 85, 'Male', 86.72089747285247, 1.993068241546515, 0.098675937, 38, 21.831291362231788, 96.66666666666667, 'Low Risk'),
(181103, 77, 15, '31:46.2', 36.119062400488886, 98.61654768699867, 131, 74, 53, 'Female', 87.89023796664199, 1.9256175229363328, 0.084107897, 57, 23.702850739098572, 93, 'Low Risk'),
(181104, 68, 13, '30:46.2', 36.86108794, 95.93008278528153, 134, 71, 37, 'Male', 83.80539818062422, 1.9859203461960322, 0.11295022681902774, 63, 21.249481785684775, 92, 'Low Risk'),
(181105, 64, 15, '29:46.2', 36.86420553682775, 99.86249338985395, 112, 79, 23, 'Female', 72.24652438785276, 1.6119036095275472, 0.074918345, 33, 27.806019527974932, 90, 'Low Risk'),
(181106, 63, 17, '28:46.2', 36.28470537349711, 95.41410651426108, 113, 86, 64, 'Male', 79.84820650155643, 1.978964313607814, 0.14288901301148071, 27, 20.388686133927692, 95, 'Low Risk'),
(181107, 98, 18, '27:46.2', 36.94508800160793, 99.70336117678038, 122, 86, 89, 'Female', 69.93962179060064, 1.9991468701693247, 0.13847345469217376, 36, 17.49983189204118, 98, 'High Risk'),
(181108, 89, 12, '26:46.2', 36.87362452875224, 99.72804320205682, 120, 85, 61, 'Male', 56.37987379383776, 1.636391816625753, 0.086804411, 35, 21.054721510225733, 96.66666666666667, 'Low Risk'),
(181109, 68, 16, '25:46.2', 36.08903788628922, 98.43430546541997, 135, 75, 31, 'Female', 54.66754008779831, 1.7914154799503788, 0.13247472454773757, 60, 17.03479402375587, 95, 'High Risk'),
(181110, 76, 14, '24:46.2', 37.46358060068294, 97.92458579377585, 121, 80, 35, 'Female', 80.68977730228231, 1.8382812444716237, 0.10209664123064399, 41, 23.877816173621536, 93.66666666666667, 'Low Risk'),
(181111, 88, 19, '23:46.2', 36.39733961811819, 99.39807978936325, 122, 79, 71, 'Male', 98.17247328032744, 1.9042555204873626, 0.088217616, 43, 27.07318093917889, 93.33333333333333, 'Low Risk'),
(181112, 93, 16, '22:46.2', 36.98184112699057, 98.43196052725233, 110, 74, 26, 'Female', 58.817589699392336, 1.750965820744066, 0.060946522248479434, 36, 19.184561905749014, 86, 'High Risk'),
(181113, 74, 16, '21:46.2', 36.344373, 99.69907596321144, 134, 76, 72, 'Male', 94.07360156668352, 1.7109453968586563, 0.12313750550452825, 58, 32.13627031048865, 95.33333333333333, 'High Risk'),
(181114, 96, 17, '20:46.2', 37.47050117880369, 96.09875786395784, 135, 75, 54, 'Female', 77.8880319, 1.7798443931200867, 0.114392455, 60, 24.587063366782917, 95, 'High Risk'),
(181115, 76, 15, '19:46.2', 37.215915434364426, 97.28584231774204, 111, 84, 30, 'Male', 93.32834513361473, 1.647685613, 0.12517382062181162, 27, 34.37675398493446, 93, 'High Risk'),
(181116, 71, 18, '18:46.2', 37.02398850279897, 96.19539785899738, 116, 83, 49, 'Male', 76.23769075969025, 1.6659695999767319, 0.10233187698018739, 33, 27.468540754299113, 94, 'Low Risk'),
(181117, 61, 16, '17:46.2', 36.26677738378306, 97.39086644853965, 121, 71, 23, 'Female', 69.97038473475959, 1.624859214299378, 0.082601763, 50, 26.50225246241207, 87.66666666666666, 'Low Risk'),
(181118, 79, 19, '16:46.2', 37.42528794853493, 97.95319318325093, 112, 77, 82, 'Female', 69.73577820759486, 1.5225965911698454, 0.060281336, 35, 30.08056196081839, 88.66666666666667, 'High Risk'),
(181119, 84, 17, '15:46.2', 36.485795430627086, 95.82274379493073, 119, 78, 24, 'Female', 58.47871744444358, 1.520737248652547, 0.063388391, 41, 25.286543711331408, 91.66666666666667, 'Low Risk'),
(181120, 61, 13, '14:46.2', 37.20445401828501, 98.36391478993148, 137, 84, 36, 'Female', 98.09593746448911, 1.851534782659569, 0.073688203, 53, 28.614573149361444, 101.66666666666666, 'Low Risk'),
(181121, 72, 14, '13:46.2', 36.53522515489234, 98.15371049955768, 130, 84, 71, 'Female', 93.88087722354439, 1.6771113452099475, 0.12399422911315167, 46, 33.37746470428075, 99.33333333333333, 'High Risk'),
(181122, 88, 17, '12:46.2', 36.753822850626804, 97.45817888800421, 131, 86, 20, 'Female', 80.34467836804899, 1.575097229066231, 0.11075242672560434, 45, 32.38488666855441, 101, 'High Risk'),
(181123, 88, 16, '11:46.2', 36.16640746889969, 95.15797743, 111, 89, 28, 'Female', 56.93028323132028, 1.7454706331608174, 0.077938421, 22, 18.686082058707377, 96.33333333333333, 'Low Risk'),
(181124, 84, 15, '10:46.2', 37.311776385110825, 99.77599620953718, 133, 73, 71, 'Female', 97.46904734413226, 1.7877448462152246, 0.11139445716924676, 60, 30.496896924168066, 93, 'High Risk'),
(181125, 90, 15, '09:46.2', 36.397263372634804, 95.48128141432593, 138, 82, 33, 'Female', 75.93797298236477, 1.6279960388958676, 0.1232427610039017, 56, 28.651826495592527, 100.66666666666666, 'Low Risk'),
(181126, 79, 18, '08:46.2', 37.07708354, 96.63646734, 122, 83, 62, 'Female', 86.96192221143107, 1.7875673831348813, 0.069079131, 39, 27.214746133170042, 96, 'Low Risk'),
(181127, 85, 15, '07:46.2', 36.897634878447946, 99.53439106170153, 121, 80, 43, 'Male', 97.51843153639166, 1.5367745051337982, 0.082884566, 41, 41.29204704910713, 93.66666666666667, 'High Risk'),
(181128, 83, 19, '06:46.2', 37.01327136047928, 97.44361630769541, 127, 79, 38, 'Male', 69.82338697602327, 1.7013864438567037, 0.080833854, 48, 24.12098148636462, 95, 'Low Risk'),
(181129, 76, 14, '05:46.2', 37.48711216678891, 99.73412429584323, 129, 89, 79, 'Female', 80.6044386, 1.7188611686941575, 0.1140249559496012, 40, 27.28207237404168, 102.33333333333333, 'Low Risk'),
(181130, 66, 16, '04:46.2', 36.57002642248175, 99.49936632, 139, 80, 37, 'Female', 50.83465507738775, 1.9196531809426534, 0.1304567682466134, 59, 13.794765918761035, 99.66666666666666, 'High Risk'),
(181131, 99, 13, '03:46.2', 36.00810559149151, 96.83238019364508, 125, 84, 80, 'Female', 59.37309789, 1.6330252938521037, 0.066687336, 41, 22.264035530661268, 97.66666666666667, 'High Risk'),
(181132, 66, 17, '02:46.2', 37.317726553879965, 96.00275788573263, 123, 71, 39, 'Female', 87.92381888970795, 1.8039147745947797, 0.060089733, 52, 27.01932603396639, 88.33333333333333, 'Low Risk'),
(181133, 93, 12, '01:46.2', 36.67575890487445, 95.89519911397832, 131, 78, 47, 'Male', 85.02748523266203, 1.7971547674284825, 0.11606013204940678, 53, 26.326212104628556, 95.66666666666666, 'High Risk'),
(181134, 86, 15, '00:46.2', 36.32475356726515, 97.45124151226679, 113, 71, 57, 'Male', 89.95900825413463, 1.8095584779152238, 0.083653099, 42, 27.47257794120213, 85, 'Low Risk'),
(181135, 95, 16, '59:46.2', 36.009768015057944, 96.03570815884294, 115, 77, 66, 'Female', 94.37533132988355, 1.9034993942077643, 0.06366407, 38, 26.046717723581196, 89.66666666666667, 'High Risk'),
(181136, 94, 16, '58:46.2', 36.222448098702515, 99.36824109166734, 122, 87, 22, 'Male', 93.51639950537354, 1.8031910871461503, 0.093837449, 35, 28.761019297063065, 98.66666666666667, 'High Risk'),
(181137, 83, 14, '57:46.2', 36.04227443810106, 97.06854053832342, 136, 76, 28, 'Female', 63.99877577662104, 1.925699533282309, 0.051032535, 60, 17.258164975501845, 96, 'High Risk'),
(181138, 91, 19, '56:46.2', 36.949197182323914, 99.70492083, 113, 77, 21, 'Male', 63.50578640806772, 1.5855274315838785, 0.085785403, 36, 25.261886401295833, 89, 'High Risk'),
(181139, 71, 15, '55:46.2', 36.658272911651046, 96.90941311630179, 115, 76, 65, 'Male', 59.15655300135937, 1.9232443693184185, 0.054236775, 39, 15.993146698318384, 89, 'High Risk'),
(181140, 60, 15, '54:46.2', 36.03689050184852, 97.16045746309823, 133, 89, 36, 'Female', 89.57178674296213, 1.9424335321425081, 0.094557826, 44, 23.739901031455663, 103.66666666666667, 'Low Risk'),
(181141, 72, 12, '53:46.2', 36.66278531250773, 98.69788573, 127, 75, 43, 'Male', 87.16534525991415, 1.923851862, 0.097805806, 52, 23.550525297508923, 92.33333333333333, 'Low Risk'),
(181142, 79, 18, '52:46.2', 36.32447669808645, 98.88610741926661, 110, 78, 51, 'Male', 69.18794033290587, 1.6976044982874896, 0.09369802, 32, 24.008076569307285, 88.66666666666667, 'Low Risk'),
(181143, 99, 12, '51:46.2', 37.09105306741053, 99.44949826974104, 120, 73, 43, 'Female', 64.70768287570421, 1.6871277385517376, 0.084582613, 47, 22.733165660121553, 88.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(181144, 98, 19, '50:46.2', 36.42253927774386, 98.04393583326262, 130, 84, 76, 'Female', 63.29687389887891, 1.5852130727662208, 0.10123464849484617, 46, 25.188770605834016, 99.33333333333333, 'High Risk'),
(181145, 62, 14, '49:46.2', 36.44135140528518, 97.69406662, 129, 73, 27, 'Male', 53.470290008244866, 1.736741083812776, 0.079177717, 56, 17.727291402088674, 91.66666666666666, 'High Risk'),
(181146, 76, 13, '48:46.2', 36.03454241, 95.34294781464358, 116, 79, 79, 'Male', 88.30671580112352, 1.823952665151448, 0.061561839, 37, 26.544014533453005, 91.33333333333333, 'Low Risk'),
(181147, 66, 14, '47:46.2', 37.453794045911955, 98.95161689400652, 133, 78, 24, 'Male', 87.14780922820549, 1.5027821336911653, 0.12406919212716574, 55, 38.589080265526114, 96.33333333333333, 'High Risk'),
(181148, 98, 13, '46:46.2', 36.80374012713543, 96.60316137381473, 127, 72, 36, 'Male', 85.78677080966779, 1.7941435326360005, 0.077912226, 55, 26.65053627447742, 90.33333333333333, 'High Risk'),
(181149, 68, 19, '45:46.2', 36.72122081725634, 98.00905894877909, 122, 73, 49, 'Female', 50.34341256313779, 1.612324493834746, 0.090808684, 49, 19.36590280318162, 89.33333333333333, 'Low Risk'),
(181150, 73, 15, '44:46.2', 36.12787487410866, 96.21088673858043, 130, 83, 42, 'Female', 70.32662078251494, 1.625163223322069, 0.1497707204775788, 47, 26.627217033447074, 98.66666666666667, 'Low Risk'),
(181151, 64, 14, '43:46.2', 37.10970554547449, 97.83787423357794, 119, 80, 89, 'Male', 96.23362794295747, 1.632126514036653, 0.12492250984474063, 39, 36.12594519360529, 93, 'High Risk'),
(181152, 78, 19, '42:46.2', 36.07430802016493, 96.03238016547878, 124, 71, 61, 'Female', 93.22306212361116, 1.5321728765906566, 0.061860459, 53, 39.710725756808394, 88.66666666666666, 'High Risk'),
(181153, 67, 13, '41:46.2', 36.073143078706764, 96.99118211514144, 125, 89, 19, 'Male', 58.631714328991386, 1.9024915003144018, 0.10516692443191406, 36, 16.198960348063316, 101, 'High Risk'),
(181154, 99, 18, '40:46.2', 36.670134881412935, 98.14915145732627, 136, 82, 33, 'Female', 79.31049611262091, 1.8569831319476224, 0.078472601, 54, 22.99930692477324, 100, 'High Risk'),
(181155, 67, 16, '39:46.2', 36.38589867745142, 95.39099568918587, 126, 73, 84, 'Female', 77.46277469081592, 1.5205758856842788, 0.052625493, 53, 33.502471889848266, 90.66666666666666, 'High Risk'),
(181156, 63, 16, '38:46.2', 37.217085042933945, 97.62680629769405, 122, 78, 46, 'Male', 71.70285637397002, 1.8146724560577951, 0.13475070413220425, 44, 21.77408740768705, 92.66666666666667, 'Low Risk'),
(181157, 95, 16, '37:46.2', 37.01189908708139, 95.19890587183842, 117, 83, 27, 'Female', 68.0849608, 1.9596323497888166, 0.06781236, 34, 17.729724667181102, 94.33333333333333, 'High Risk'),
(181158, 97, 18, '36:46.2', 36.86705196, 96.68166052221984, 130, 87, 53, 'Female', 77.71291291738945, 1.6894782201200442, 0.10986023643931586, 43, 27.22626034562295, 101.33333333333333, 'High Risk'),
(181159, 77, 19, '35:46.2', 37.31677460250492, 98.91974288633516, 120, 70, 48, 'Female', 70.29710272463906, 1.9392677849632736, 0.1439281204036932, 50, 18.692262013396636, 86.66666666666666, 'Low Risk'),
(181160, 96, 18, '34:46.2', 36.879226435356024, 97.27101571639848, 126, 70, 42, 'Female', 74.18507871507515, 1.6121813237511766, 0.10460414114055569, 56, 28.542288413746462, 88.66666666666666, 'High Risk'),
(181161, 64, 17, '33:46.2', 37.31260452682198, 99.01503970871148, 129, 77, 48, 'Male', 83.32478207, 1.8068638271489872, 0.1118414462417261, 52, 25.522507459455028, 94.33333333333333, 'Low Risk'),
(181162, 95, 19, '32:46.2', 37.45157300555419, 96.92779313019697, 133, 88, 74, 'Male', 95.87307228086267, 1.5473345942860424, 0.086925483, 45, 40.043144474385876, 103, 'High Risk'),
(181163, 71, 13, '31:46.2', 37.050090903924534, 98.29448829, 116, 79, 89, 'Male', 92.01496639681184, 1.7689761830442343, 0.079974091, 37, 29.404547489527378, 91.33333333333333, 'Low Risk'),
(181164, 68, 18, '30:46.2', 36.40169089726274, 96.23334640839059, 111, 87, 61, 'Male', 56.41526132, 1.7503285785633365, 0.10095743869981555, 24, 18.41439422741099, 95, 'High Risk'),
(181165, 88, 13, '29:46.2', 37.115043919100465, 98.18301380870258, 112, 84, 83, 'Male', 71.41412049031536, 1.9075351429983716, 0.1289333656250789, 28, 19.62632545643561, 93.33333333333333, 'Low Risk'),
(181166, 87, 12, '28:46.2', 36.56296597329137, 96.16431308381611, 138, 84, 19, 'Female', 74.27647406169902, 1.9525286043535641, 0.11624000372760451, 54, 19.48302866352258, 102, 'Low Risk'),
(181167, 98, 19, '27:46.2', 36.75433652004165, 98.08923891860094, 114, 70, 19, 'Male', 50.96580049002811, 1.8516936115814082, 0.13400408189266122, 44, 14.864167593050944, 84.66666666666667, 'High Risk'),
(181168, 72, 19, '26:46.2', 36.242962401007425, 95.34973414, 123, 87, 34, 'Female', 75.39362517687238, 1.7948341871148628, 0.14223564181272808, 36, 23.40377745648769, 99, 'Low Risk'),
(181169, 65, 17, '25:46.2', 36.94498187738597, 96.39168698958785, 126, 84, 57, 'Male', 98.97197679, 1.5040132112027336, 0.094928145, 42, 43.753111414448064, 98, 'High Risk'),
(181170, 96, 14, '24:46.2', 36.36304944949987, 96.46457915944863, 123, 89, 58, 'Male', 58.00079057570656, 1.5334259144301865, 0.062101105, 34, 24.666544630417906, 100.33333333333333, 'High Risk'),
(181171, 68, 19, '23:46.2', 37.24702192, 97.28767267788756, 139, 88, 40, 'Female', 81.80696537206498, 1.5117349391358976, 0.05687377, 51, 35.79636944311375, 105, 'High Risk'),
(181172, 79, 15, '22:46.2', 36.56384805913547, 95.37977070731294, 117, 80, 41, 'Male', 54.859196248270706, 1.5049984815715076, 0.12847063048504392, 37, 24.22017723680867, 92.33333333333333, 'Low Risk'),
(181173, 71, 14, '21:46.2', 36.06888394171733, 95.77072127246748, 111, 88, 43, 'Male', 99.43387738153001, 1.651085620890793, 0.1195596721248497, 23, 36.474990249939076, 95.66666666666667, 'High Risk'),
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(181348, 76, 16, '26:46.2', 37.25775293797699, 97.48597820369204, 139, 74, 63, 'Female', 95.68726160939664, 1.843467208353272, 0.10847082570112465, 65, 28.15679977351526, 95.66666666666666, 'Low Risk'),
(181349, 62, 19, '25:46.2', 36.13934342164662, 96.22872048872743, 130, 80, 68, 'Male', 72.40652903199882, 1.747973887533135, 0.068597588, 50, 23.697790075798505, 96.66666666666666, 'Low Risk'),
(181350, 78, 15, '24:46.2', 36.54145881, 95.46905833891624, 131, 75, 86, 'Male', 66.01332587918633, 1.702406939652152, 0.090548767, 56, 22.77743688818652, 93.66666666666666, 'Low Risk'),
(181351, 65, 13, '23:46.2', 36.511086414378106, 99.40744882583208, 129, 83, 44, 'Female', 76.11359305641345, 1.6520446729222182, 0.092210025, 46, 27.888082219793645, 98.33333333333333, 'Low Risk'),
(181352, 97, 12, '22:46.2', 36.927208653191485, 99.06363826316799, 134, 72, 25, 'Male', 60.84766470335138, 1.8741422860393435, 0.070741476, 62, 17.323625853970196, 92.66666666666666, 'High Risk'),
(181353, 64, 12, '21:46.2', 37.489857704457236, 97.43010825104888, 127, 86, 48, 'Male', 67.40763402843768, 1.7072497892125462, 0.060384265, 41, 23.126768247575708, 99.66666666666667, 'Low Risk'),
(181354, 87, 12, '20:46.2', 37.20584249289459, 95.97148669456597, 136, 78, 87, 'Male', 94.94965704639556, 1.690224928811923, 0.062698491, 58, 33.23566669143546, 97.33333333333333, 'High Risk'),
(181355, 77, 12, '19:46.2', 36.72863980711421, 95.54377817451413, 127, 86, 19, 'Female', 62.665862888214306, 1.6428081568410138, 0.13296073232756697, 41, 23.21973842746118, 99.66666666666667, 'Low Risk'),
(181356, 95, 19, '18:46.2', 36.28072069902853, 95.63647188599938, 116, 85, 39, 'Female', 97.86907021, 1.760944882182831, 0.11658254730766539, 31, 31.561231226196956, 95.33333333333333, 'High Risk'),
(181357, 66, 18, '17:46.2', 37.482790207937015, 96.69528845, 125, 75, 86, 'Male', 61.17890946639547, 1.770131276048751, 0.1396983390505587, 50, 19.52498820001327, 91.66666666666666, 'Low Risk'),
(181358, 69, 12, '16:46.2', 36.22033765581529, 98.26861187167356, 121, 71, 41, 'Male', 98.36362039067305, 1.5972701424718696, 0.1452651725315709, 50, 38.554738160600316, 87.66666666666666, 'High Risk'),
(181359, 66, 17, '15:46.2', 36.494363797597515, 95.59814718926583, 125, 85, 73, 'Female', 87.12807069218341, 1.9667401386071144, 0.14145197646830296, 40, 22.524965521452426, 98.33333333333333, 'Low Risk'),
(181360, 80, 16, '14:46.2', 36.42443895116628, 98.88206549241463, 128, 87, 41, 'Female', 88.66617790451545, 1.813827417724252, 0.13106054831797384, 41, 26.95045260742268, 100.66666666666667, 'Low Risk'),
(181361, 87, 16, '13:46.2', 36.664158292723414, 95.19915766756027, 129, 87, 60, 'Female', 54.17517219664667, 1.9933078413777225, 0.097411149, 42, 13.63488721765731, 101, 'High Risk'),
(181362, 83, 19, '12:46.2', 37.27334554257885, 97.28331162804432, 131, 85, 74, 'Male', 97.92692129923681, 1.775786740363263, 0.12426643661321192, 46, 31.054209846211634, 100.33333333333333, 'High Risk'),
(181363, 81, 12, '11:46.2', 36.22011570814214, 98.25079626559054, 129, 88, 60, 'Male', 58.18928113579458, 1.9272978893548556, 0.12530341472126633, 41, 15.665537495162617, 101.66666666666667, 'High Risk'),
(181364, 86, 17, '10:46.2', 36.19882899477225, 99.25448815239658, 129, 81, 71, 'Female', 57.09252604152225, 1.924549718788247, 0.14093160399188487, 48, 15.414199954416329, 97, 'High Risk'),
(181365, 68, 12, '09:46.2', 37.41906638, 95.04577249988574, 126, 85, 30, 'Male', 55.12517791280268, 1.8225849208217553, 0.10879696172588904, 41, 16.594893075918424, 98.66666666666667, 'High Risk'),
(181366, 61, 18, '08:46.2', 36.45585135686066, 99.68477508317092, 134, 74, 72, 'Male', 58.01856686940905, 1.8681650942910468, 0.064138086, 60, 16.624036757617155, 94, 'High Risk'),
(181367, 88, 18, '07:46.2', 36.60411811842738, 98.14694984087997, 134, 85, 33, 'Male', 76.33253178159345, 1.9333940490135446, 0.086371702, 49, 20.42061945642607, 101.33333333333333, 'Low Risk'),
(181368, 71, 16, '06:46.2', 36.605336738392985, 97.85027238695218, 117, 79, 76, 'Female', 89.32290512886645, 1.6416191527339539, 0.089366121, 38, 33.14499965606649, 91.66666666666667, 'High Risk'),
(181369, 69, 15, '05:46.2', 37.162632870027515, 97.02952427, 127, 73, 39, 'Female', 72.34865264122372, 1.9673111993684416, 0.126956844, 54, 18.693228687738525, 91, 'Low Risk'),
(181370, 84, 19, '04:46.2', 36.56629637678734, 98.16099250114064, 117, 77, 71, 'Male', 88.99283010025977, 1.5866744746557222, 0.13525879597402773, 40, 35.34918032586011, 90.33333333333333, 'High Risk'),
(181371, 60, 12, '03:46.2', 37.17006012917131, 98.60352099071693, 120, 86, 45, 'Female', 98.49138633881952, 1.8126190553463934, 0.079825386, 34, 29.976792933549888, 97.33333333333333, 'Low Risk'),
(181372, 86, 15, '02:46.2', 37.46833947, 98.90097795513614, 122, 71, 26, 'Male', 59.208969179458286, 1.5672445814029796, 0.10761888874610503, 51, 24.10537800353319, 88, 'Low Risk'),
(181373, 60, 15, '01:46.2', 36.77958785981393, 98.82703585291992, 139, 85, 80, 'Female', 72.23769614431502, 1.9751262619896865, 0.12944085251116422, 54, 18.517150636268912, 103, 'Low Risk'),
(181374, 62, 18, '00:46.2', 36.04519763100282, 99.95016591855537, 119, 86, 47, 'Male', 98.19819169805245, 1.9191052820004393, 0.12323023259046191, 33, 26.66280821955172, 97, 'Low Risk'),
(181375, 65, 14, '59:46.2', 36.44237603675831, 99.67275708, 129, 85, 58, 'Female', 59.955036802527246, 1.518042617387838, 0.13038648643273718, 44, 26.017031678479352, 99.66666666666667, 'Low Risk'),
(181376, 76, 15, '58:46.2', 36.605617755070085, 96.87574869440678, 118, 78, 28, 'Male', 63.35482908575089, 1.5275433132249605, 0.052165409, 40, 27.151426812365386, 91.33333333333333, 'Low Risk'),
(181377, 72, 16, '57:46.2', 36.22762877, 99.36901626370623, 129, 84, 27, 'Female', 90.07071737279378, 1.7755659113659596, 0.11387073985910663, 45, 28.569985809221148, 99, 'Low Risk'),
(181378, 78, 17, '56:46.2', 36.280218784207676, 99.27655168439372, 121, 77, 28, 'Male', 64.57620618, 1.5466155067708125, 0.13449221499863806, 44, 26.996521344570223, 91.66666666666667, 'Low Risk'),
(181379, 99, 13, '55:46.2', 37.00487747898338, 95.55619731196995, 130, 75, 31, 'Male', 96.66850452766059, 1.6603560660498893, 0.14291093790069967, 55, 35.065701676003464, 93.33333333333333, 'High Risk'),
(181380, 94, 16, '54:46.2', 36.88665848454112, 99.23699801861486, 110, 72, 28, 'Male', 89.31435087, 1.5118463590250615, 0.093576697, 38, 39.07562467190233, 84.66666666666667, 'High Risk'),
(181381, 62, 13, '53:46.2', 36.725899784161335, 99.73586785211565, 136, 74, 28, 'Male', 54.484339128250674, 1.7610434453395163, 0.051242172, 62, 17.568373139748015, 94.66666666666666, 'High Risk'),
(181382, 61, 17, '52:46.2', 36.262661134480766, 97.23057300884001, 136, 84, 52, 'Male', 91.76318167392053, 1.881346940077854, 0.061965497115320345, 52, 25.925711297812548, 101.33333333333333, 'Low Risk'),
(181383, 64, 14, '51:46.2', 36.52393544725356, 96.18684501740411, 126, 86, 73, 'Male', 74.89510167117888, 1.9557243694156883, 0.11749257124056837, 40, 19.581146648765262, 99.33333333333333, 'Low Risk'),
(181384, 87, 19, '50:46.2', 37.31334919376489, 98.42676525, 123, 76, 69, 'Female', 59.92675633214708, 1.706523674881586, 0.065737084, 47, 20.57766704093173, 91.66666666666667, 'Low Risk'),
(181385, 99, 17, '49:46.2', 36.68208074094182, 98.02657030903812, 119, 89, 57, 'Female', 83.09693633932258, 1.6377224873423977, 0.13634266213300233, 30, 30.98163889079658, 99, 'High Risk'),
(181386, 76, 17, '48:46.2', 37.31270738829199, 98.87090043617012, 119, 72, 75, 'Male', 93.59165791390348, 1.9829355579271937, 0.076449578, 47, 23.802355614224894, 87.66666666666667, 'Low Risk'),
(181387, 97, 14, '47:46.2', 36.01176373341174, 98.47805854359648, 135, 82, 46, 'Male', 76.89792191292953, 1.7211604222517345, 0.14179415019784336, 53, 25.95804025462348, 99.66666666666666, 'High Risk'),
(181388, 66, 12, '46:46.2', 36.819657681577745, 97.12340811144736, 137, 79, 23, 'Male', 53.63918088354504, 1.698304524224362, 0.098305495, 58, 18.597347411693953, 98.33333333333333, 'Low Risk'),
(181389, 66, 14, '45:46.2', 36.52939152517907, 97.38130828, 121, 83, 55, 'Female', 61.83606157951385, 1.8280506843027264, 0.068892221, 38, 18.503988739878768, 95.66666666666667, 'Low Risk'),
(181390, 97, 19, '44:46.2', 37.40717688039861, 96.21095560901593, 111, 76, 22, 'Female', 82.87450957, 1.803574233028264, 0.13448598635009273, 35, 25.477272206817425, 87.66666666666667, 'High Risk'),
(181391, 61, 13, '43:46.2', 36.45051391477491, 97.48426539772674, 111, 79, 38, 'Male', 98.08676778679623, 1.957476679719333, 0.095994864, 32, 25.598659875439274, 89.66666666666667, 'Low Risk'),
(181392, 82, 14, '42:46.2', 36.26804768674733, 99.97696978613698, 130, 80, 32, 'Male', 60.413915112640815, 1.755126906, 0.073670266, 50, 19.611911868500417, 96.66666666666666, 'Low Risk'),
(181393, 83, 15, '41:46.2', 36.801816564946044, 96.29356365595436, 119, 89, 72, 'Female', 96.94090723024892, 1.6745148589004681, 0.06852634, 30, 34.57236333520856, 99, 'High Risk'),
(181394, 73, 19, '40:46.2', 37.38741008597422, 99.55787372691319, 117, 78, 40, 'Male', 86.10933388, 1.9382208406887802, 0.075027781, 39, 22.921535725116414, 91, 'Low Risk'),
(181395, 97, 19, '39:46.2', 36.752886050497146, 98.96088753, 130, 77, 58, 'Female', 81.22100512239268, 1.9805359434665482, 0.057771964, 53, 20.706319101547663, 94.66666666666666, 'High Risk'),
(181396, 66, 12, '38:46.2', 36.03258808865683, 99.03061350368819, 139, 75, 80, 'Male', 52.704649934508744, 1.9266742475460272, 0.056631945, 64, 14.198169221963013, 96.33333333333333, 'High Risk'),
(181397, 61, 14, '37:46.2', 37.363895634910826, 95.08203106711697, 132, 75, 25, 'Female', 52.92675043875977, 1.7852163074490903, 0.1420627553555522, 57, 16.60709001, 94, 'High Risk'),
(181398, 90, 15, '36:46.2', 36.91881764057806, 99.43486234649897, 137, 82, 80, 'Male', 76.97059034318139, 1.6792987102436778, 0.072438858, 55, 27.294108185738107, 100.33333333333333, 'Low Risk'),
(181399, 96, 12, '35:46.2', 36.82374249197767, 98.29340455, 130, 78, 31, 'Female', 80.20263430810563, 1.724531277831171, 0.11334828297079648, 52, 26.96785982093534, 95.33333333333333, 'High Risk'),
(181400, 90, 14, '34:46.2', 36.75639408296927, 95.65280487, 114, 78, 22, 'Female', 67.94678275415806, 1.5419123543637547, 0.052396513018624316, 36, 28.57916406, 90, 'Low Risk'),
(181401, 65, 13, '33:46.2', 37.275153769912436, 99.69966667878909, 114, 89, 25, 'Male', 71.28825910408827, 1.7987950620760669, 0.1343615292283316, 25, 22.032036162223744, 97.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(181402, 63, 16, '32:46.2', 36.076544463104526, 97.85080233661557, 130, 78, 34, 'Female', 94.59616890187658, 1.9978997502180031, 0.10950027920743005, 52, 23.698789468753215, 95.33333333333333, 'Low Risk'),
(181403, 95, 12, '31:46.2', 36.97399127205778, 98.82760491792988, 122, 70, 58, 'Female', 73.97692152258956, 1.5762686084972863, 0.079841763, 52, 29.77390520680632, 87.33333333333333, 'High Risk'),
(181404, 71, 16, '30:46.2', 36.74219594774204, 95.94466491, 112, 75, 42, 'Female', 63.00272556377898, 1.7120509045751158, 0.095120192, 37, 21.494432881424142, 87.33333333333333, 'Low Risk'),
(181405, 86, 12, '29:46.2', 36.78062889023033, 95.81021836044279, 111, 74, 54, 'Female', 65.94147057216011, 1.678301553031582, 0.13387732562198018, 37, 23.410928322752316, 86.33333333333333, 'Low Risk'),
(181406, 87, 16, '28:46.2', 36.574676807872194, 99.55319350649705, 121, 83, 81, 'Female', 50.936409346493924, 1.7576975301132642, 0.13780678231009463, 38, 16.486939418314627, 95.66666666666667, 'High Risk'),
(181407, 99, 12, '27:46.2', 37.48124501199902, 96.03138521311288, 128, 86, 75, 'Female', 62.09628483510228, 1.8324374261542404, 0.11523072665604514, 42, 18.49299749519201, 100, 'High Risk'),
(181408, 95, 16, '26:46.2', 36.84641572042609, 99.79811055602912, 130, 80, 20, 'Male', 75.37835818926064, 1.555526642511154, 0.1422027214782891, 50, 31.152418318656675, 96.66666666666666, 'High Risk'),
(181409, 84, 12, '25:46.2', 36.95180160468848, 97.93101753464613, 130, 75, 71, 'Female', 98.14958381, 1.6927659493160427, 0.086279648, 55, 34.25268601465803, 93.33333333333333, 'High Risk'),
(181410, 84, 15, '24:46.2', 36.00272588284142, 97.51591744326453, 134, 73, 33, 'Female', 58.51351230933096, 1.749834637834628, 0.079161681, 61, 19.110064350187017, 93.33333333333333, 'Low Risk'),
(181411, 94, 16, '23:46.2', 36.01184729973556, 96.86254374419737, 115, 77, 70, 'Male', 83.52019551, 1.6744499815608374, 0.079110332, 38, 29.78839775986621, 89.66666666666667, 'High Risk'),
(181412, 79, 12, '22:46.2', 37.15140538078768, 98.61042302640871, 128, 81, 38, 'Male', 99.70138039552653, 1.985488925435166, 0.072955354, 47, 25.291013491169608, 96.66666666666667, 'Low Risk'),
(181413, 68, 19, '21:46.2', 37.31796358, 97.50294629777488, 131, 89, 57, 'Male', 97.34785633115752, 1.715389085373126, 0.14868115893108896, 42, 33.08271225926609, 103, 'High Risk'),
(181414, 72, 15, '20:46.2', 37.16826404, 96.75837081157324, 124, 80, 51, 'Female', 67.04673945364877, 1.7220396922110122, 0.12304346686908049, 44, 22.60952026759628, 94.66666666666667, 'Low Risk'),
(181415, 94, 18, '19:46.2', 36.33320327148575, 95.92678987415604, 127, 73, 21, 'Female', 79.02494036827498, 1.548933124, 0.096370125, 54, 32.938122623972255, 91, 'High Risk'),
(181416, 80, 15, '18:46.2', 37.013974433204226, 97.42524804078607, 132, 89, 62, 'Female', 86.81698826456505, 1.9730931755321324, 0.056742524, 43, 22.300239479147315, 103.33333333333333, 'Low Risk'),
(181417, 69, 13, '17:46.2', 36.38365012, 95.21590054857428, 120, 79, 39, 'Female', 78.32684743924582, 1.9704502471220988, 0.054729009, 41, 20.17342786980962, 92.66666666666667, 'Low Risk'),
(181418, 97, 15, '16:46.2', 37.32340240313177, 95.91974009673797, 120, 87, 82, 'Male', 68.65751933, 1.643844267892065, 0.098125153, 33, 25.407782593748312, 98, 'High Risk'),
(181419, 70, 17, '15:46.2', 36.39132578165079, 95.71406171832335, 136, 86, 77, 'Male', 77.03087432, 1.7291185207634638, 0.079558175, 50, 25.76411933453594, 102.66666666666666, 'Low Risk'),
(181420, 95, 14, '14:46.2', 36.980847790014714, 96.65932653963944, 139, 89, 65, 'Male', 68.84328423, 1.9141770223247514, 0.086270291, 50, 18.78872816993858, 105.66666666666666, 'High Risk'),
(181421, 94, 14, '13:46.2', 37.343800900803906, 96.2207566, 138, 70, 36, 'Female', 89.53463545, 1.5506471244706006, 0.079511727, 68, 37.23617934812161, 92.66666666666666, 'High Risk'),
(181422, 76, 18, '12:46.2', 36.36558022784493, 99.50439578, 130, 88, 20, 'Female', 99.27077019894469, 1.8746124859692006, 0.11499438506307903, 42, 28.248694421993402, 102, 'Low Risk'),
(181423, 94, 12, '11:46.2', 37.36618492, 96.18345882634694, 116, 70, 37, 'Female', 71.70943054, 1.9683368164279555, 0.067118992, 46, 18.508765036350834, 85.33333333333333, 'High Risk'),
(181424, 79, 17, '10:46.2', 36.56526582693279, 99.94353790038572, 116, 89, 87, 'Female', 70.14684053450642, 1.7304510757918083, 0.10765321014799803, 27, 23.425532099036186, 98, 'Low Risk'),
(181425, 73, 13, '09:46.2', 36.748131808777444, 95.76464502165607, 126, 85, 23, 'Male', 55.402564657559346, 1.9535603394625471, 0.12921919832387777, 41, 14.516977699575847, 98.66666666666667, 'High Risk'),
(181426, 80, 13, '08:46.2', 36.60292894910645, 95.81350597322654, 115, 76, 79, 'Female', 96.90090414280368, 1.9262150184428064, 0.13881067730558927, 39, 26.116699973633317, 89, 'Low Risk'),
(181427, 94, 15, '07:46.2', 36.16567378, 97.74154259123044, 115, 76, 70, 'Male', 93.69565473623123, 1.7908843006853068, 0.057886744, 39, 29.2135538, 89, 'High Risk'),
(181428, 98, 14, '06:46.2', 37.44256022712492, 95.44084249684816, 123, 88, 61, 'Male', 84.96094236, 1.8456127483969205, 0.11787604750688503, 35, 24.94239531246742, 99.66666666666667, 'High Risk'),
(181429, 95, 18, '05:46.2', 36.31007826849872, 97.21305074361726, 122, 80, 22, 'Female', 91.68016111, 1.6074390600389536, 0.057641363, 42, 35.48185634780517, 94, 'High Risk'),
(181430, 87, 14, '04:46.2', 37.33027741168911, 96.74881962170932, 137, 87, 54, 'Male', 66.56241925864506, 1.796383956323497, 0.086999136, 50, 20.626748008061305, 103.66666666666666, 'Low Risk'),
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(181605, 71, 18, '09:46.2', 37.24203433260656, 97.04130555884821, 139, 87, 23, 'Female', 77.36081375, 1.7788053793916974, 0.050655593540596226, 52, 24.44917229577838, 104.33333333333333, 'Low Risk'),
(181606, 72, 18, '08:46.2', 37.31128294302517, 98.44826414524867, 126, 73, 29, 'Female', 57.86165206106061, 1.5874539358469744, 0.14689442958459528, 53, 22.960881939742418, 90.66666666666666, 'Low Risk'),
(181607, 84, 12, '07:46.2', 37.158524695613266, 96.59060023137157, 126, 77, 72, 'Female', 74.78453951666029, 1.8941221288006933, 0.13949034863977638, 49, 20.844710508186385, 93.33333333333333, 'Low Risk'),
(181608, 88, 14, '06:46.2', 37.31960624088233, 95.48994948042008, 132, 88, 48, 'Male', 53.93080688971796, 1.7669610498442556, 0.082169116, 44, 17.273604260385326, 102.66666666666667, 'High Risk'),
(181609, 82, 16, '05:46.2', 36.333158785107074, 97.57537916054658, 130, 78, 75, 'Female', 76.93235349990604, 1.5427812861188162, 0.097369688, 52, 32.32215391445009, 95.33333333333333, 'High Risk'),
(181610, 61, 13, '04:46.2', 36.464465626938356, 97.46081306, 135, 89, 78, 'Male', 94.17339532376485, 1.8192166972972132, 0.10738980868165127, 46, 28.45505057553483, 104.33333333333333, 'Low Risk'),
(181611, 78, 12, '03:46.2', 36.06934413142652, 96.03011418, 121, 79, 28, 'Male', 90.58935768409702, 1.9637990498061535, 0.094413316, 42, 23.490003918758322, 93, 'Low Risk'),
(181612, 94, 18, '02:46.2', 36.58013318, 99.72866467290521, 130, 74, 22, 'Female', 91.96342493, 1.7356093649835338, 0.142590722, 56, 30.528900778236558, 92.66666666666666, 'High Risk'),
(181613, 99, 13, '01:46.2', 37.213174289517134, 97.19561207, 133, 87, 78, 'Male', 88.49381617493358, 1.5856254410905772, 0.079165094, 46, 35.19749153091817, 102.33333333333333, 'High Risk'),
(181614, 87, 17, '00:46.2', 37.309991781455516, 96.85207272430262, 124, 76, 66, 'Female', 81.0844574, 1.5223126021231048, 0.072865146, 48, 34.98887104013791, 92, 'High Risk'),
(181615, 75, 14, '59:46.2', 37.000986073691784, 96.27988764, 130, 73, 49, 'Male', 52.191989575321664, 1.9607749167785142, 0.10588933014130716, 57, 13.575266605611061, 92, 'High Risk'),
(181616, 75, 14, '58:46.2', 36.624654194573246, 98.43780176474668, 124, 85, 23, 'Male', 78.07141985545434, 1.7985843877222174, 0.14541255561173566, 39, 24.13406284080738, 98, 'Low Risk'),
(181617, 65, 13, '57:46.2', 36.95133305, 98.73955938292488, 119, 89, 80, 'Male', 62.07245106000563, 1.8500864590453745, 0.093442274, 30, 18.13488666237714, 99, 'High Risk'),
(181618, 95, 12, '56:46.2', 36.003293774261444, 99.28967126385795, 129, 84, 34, 'Female', 59.89985839251691, 1.938681503, 0.089956535, 45, 15.937230805262708, 99, 'High Risk'),
(181619, 96, 18, '55:46.2', 36.51282393259458, 96.28227126770472, 111, 78, 29, 'Female', 64.92382249467731, 1.885063209806266, 0.098273704, 33, 18.270576314651123, 89, 'High Risk'),
(181620, 68, 13, '54:46.2', 36.09860085071854, 95.22379796778354, 117, 72, 50, 'Male', 65.00619756357575, 1.6998287145574595, 0.085250486, 45, 22.49802736715016, 87, 'Low Risk'),
(181621, 99, 14, '53:46.2', 37.447469225575546, 96.38883369598709, 113, 70, 32, 'Female', 72.96689569849659, 1.7754697385256364, 0.14789073887949195, 43, 23.147245672719855, 84.33333333333333, 'High Risk'),
(181622, 68, 17, '52:46.2', 36.04712830715964, 99.28273356133249, 116, 76, 22, 'Male', 78.94748563913778, 1.5732090456140573, 0.070212493, 40, 31.89814539237711, 89.33333333333333, 'High Risk'),
(181623, 81, 13, '51:46.2', 37.39804035977208, 97.25789506493754, 128, 88, 53, 'Male', 98.03466331453555, 1.97225441, 0.075634865, 40, 25.203089985155966, 101.33333333333333, 'Low Risk'),
(181624, 75, 15, '50:46.2', 36.121441669437615, 97.9934058, 115, 76, 59, 'Female', 78.10213365061932, 1.5023119486369318, 0.060545315683830175, 39, 34.60530295, 89, 'High Risk'),
(181625, 62, 17, '49:46.2', 36.28835460510756, 96.73727607674653, 119, 81, 80, 'Male', 77.79110773, 1.8068014143065656, 0.054130847, 38, 23.829180783770237, 93.66666666666667, 'Low Risk'),
(181626, 75, 14, '48:46.2', 36.989426674365944, 96.28187233257259, 128, 70, 78, 'Female', 87.51429925804109, 1.5456444861155272, 0.088643794, 58, 36.6319301, 89.33333333333333, 'High Risk'),
(181627, 84, 19, '47:46.2', 36.568549284165556, 95.50037903736438, 132, 70, 89, 'Female', 94.60909237283349, 1.7005474305934665, 0.063679546, 62, 32.71563672358152, 90.66666666666666, 'High Risk'),
(181628, 77, 17, '46:46.2', 37.19440263297351, 97.25380094, 115, 87, 32, 'Female', 58.796480678510584, 1.7984066227178737, 0.061689645, 28, 18.179232555036958, 96.33333333333333, 'High Risk'),
(181629, 75, 12, '45:46.2', 36.401079622579175, 96.11047732660519, 111, 79, 60, 'Male', 50.26133943, 1.874939739968909, 0.056913948327680985, 32, 14.29747775928613, 89.66666666666667, 'High Risk'),
(181630, 90, 14, '44:46.2', 37.16706663330081, 95.91316168337457, 133, 78, 21, 'Female', 62.456395914389205, 1.825471329839141, 0.1162211566369293, 55, 18.74247267840294, 96.33333333333333, 'Low Risk'),
(181631, 94, 12, '43:46.2', 37.11311018901752, 99.20867647832708, 117, 73, 46, 'Male', 53.17888652524502, 1.973359651068074, 0.14629102584614156, 44, 13.656101991555394, 87.66666666666667, 'High Risk'),
(181632, 73, 16, '42:46.2', 36.387351615385036, 96.86903649011073, 137, 84, 40, 'Male', 69.65956682150222, 1.808273262175458, 0.063808231, 53, 21.30358277956839, 101.66666666666666, 'Low Risk'),
(181633, 81, 14, '41:46.2', 36.83757271, 97.54388832111364, 126, 78, 22, 'Male', 99.88288108520463, 1.6494040624266388, 0.093658961, 48, 36.71444277280404, 94, 'High Risk'),
(181634, 74, 16, '40:46.2', 36.96342570318177, 97.68779597, 132, 73, 66, 'Male', 71.11265475613354, 1.601259874467473, 0.08046633, 59, 27.73468578959085, 92.66666666666666, 'Low Risk'),
(181635, 71, 16, '39:46.2', 36.25845164586912, 97.51761942594696, 134, 87, 50, 'Female', 90.37828107829102, 1.7141207928988933, 0.13143235624456168, 47, 30.759638769339784, 102.66666666666667, 'High Risk'),
(181636, 61, 16, '38:46.2', 36.466216891858785, 95.23481865799315, 118, 82, 64, 'Male', 91.74724861046155, 1.6145167974086903, 0.0633023, 36, 35.19718360133782, 94, 'High Risk'),
(181637, 71, 17, '37:46.2', 36.420866384855685, 98.24369436092832, 113, 78, 42, 'Female', 79.05722091310808, 1.5095916339941255, 0.081976418, 35, 34.69146041994417, 89.66666666666667, 'High Risk'),
(181638, 92, 19, '36:46.2', 36.33182241562106, 98.07092754429593, 128, 88, 25, 'Male', 87.92588023421504, 1.7069816868163041, 0.06808334, 40, 30.17581448198003, 101.33333333333333, 'High Risk'),
(181639, 70, 15, '35:46.2', 37.234701986286765, 98.35188423589489, 121, 73, 21, 'Male', 82.13284702682137, 1.807973432120427, 0.10456180901433426, 48, 25.126545767147764, 89, 'Low Risk'),
(181640, 71, 18, '34:46.2', 37.26857177105905, 95.85561271, 128, 83, 56, 'Female', 87.88718969456596, 1.920947245744465, 0.054499299, 45, 23.81741923816619, 98, 'Low Risk'),
(181641, 63, 17, '33:46.2', 36.70555484415406, 98.04078671129024, 137, 78, 87, 'Female', 87.24284701543675, 1.9117415131394224, 0.10741960920577553, 59, 23.87104809516301, 97.66666666666666, 'Low Risk'),
(181642, 71, 12, '32:46.2', 36.051131316384456, 96.20487288, 135, 88, 48, 'Female', 58.730259040692786, 1.6253479330645657, 0.11195048535904364, 47, 22.23152372348211, 103.66666666666667, 'Low Risk'),
(181643, 86, 16, '31:46.2', 36.22431139, 96.61008791545888, 122, 70, 72, 'Male', 93.91429360911053, 1.753020892, 0.086685666, 52, 30.56029289884633, 87.33333333333333, 'High Risk'),
(181644, 72, 15, '30:46.2', 37.0955368, 95.86450565222596, 114, 77, 56, 'Male', 61.755440873278765, 1.5807127459971522, 0.115789101, 37, 24.715495180109286, 89.33333333333333, 'Low Risk'),
(181645, 73, 19, '29:46.2', 37.05897608, 99.22971802193746, 119, 78, 88, 'Female', 95.86830111, 1.7020199362853075, 0.10583704962052279, 41, 33.093732007615124, 91.66666666666667, 'High Risk'),
(181646, 83, 13, '28:46.2', 36.277108573899675, 96.38168226357554, 126, 84, 38, 'Male', 65.31611969113904, 1.6655371614259047, 0.069806159, 42, 23.545706273060972, 98, 'Low Risk'),
(181647, 94, 17, '27:46.2', 36.780672109077585, 95.37472271731635, 138, 81, 89, 'Female', 53.832774559566396, 1.827779369, 0.075583546, 57, 16.11384650055928, 100, 'High Risk'),
(181648, 95, 18, '26:46.2', 36.825958385960604, 96.97428668902951, 130, 75, 53, 'Female', 60.48638500244593, 1.6393949521283318, 0.077499734, 55, 22.50559205614824, 93.33333333333333, 'High Risk'),
(181649, 63, 19, '25:46.2', 36.17399251, 95.64736653793223, 114, 82, 87, 'Male', 79.88633389838891, 1.618902955582004, 0.079948707, 32, 30.481115691479186, 92.66666666666667, 'High Risk'),
(181650, 72, 12, '24:46.2', 36.523199771283636, 96.83336885641928, 122, 88, 21, 'Female', 92.99087290974649, 1.784902759, 0.066023232, 34, 29.188461407374167, 99.33333333333333, 'Low Risk'),
(181651, 64, 14, '23:46.2', 36.62333050540603, 98.16264252080333, 121, 89, 71, 'Female', 53.184998991749794, 1.5789800854722542, 0.080700343, 32, 21.332209989990186, 99.66666666666667, 'Low Risk'),
(181652, 62, 13, '22:46.2', 36.280873620438875, 95.20436555228463, 137, 79, 75, 'Female', 66.17778799222653, 1.8001446167859982, 0.10633764440086951, 58, 20.421961566270845, 98.33333333333333, 'Low Risk'),
(181653, 95, 17, '21:46.2', 37.22148044140743, 98.71409866455872, 131, 86, 28, 'Male', 74.77373240363967, 1.7211782700591998, 0.056008348, 45, 25.24046493794878, 101, 'High Risk'),
(181654, 79, 17, '20:46.2', 36.35791205800905, 96.96736018749336, 138, 78, 65, 'Female', 93.39498428862345, 1.6616001333987382, 0.066078873, 60, 33.82754781535485, 98, 'High Risk'),
(181655, 81, 15, '19:46.2', 37.08311199298249, 96.23251643670034, 124, 73, 32, 'Male', 60.83210010743938, 1.646824473687221, 0.085700224, 51, 22.430460247787494, 90, 'Low Risk'),
(181656, 98, 14, '18:46.2', 36.54201463104491, 95.35279178665904, 126, 78, 79, 'Female', 88.21931101794016, 1.7772533925252523, 0.050873505, 48, 27.92961556006592, 94, 'High Risk'),
(181657, 84, 15, '17:46.2', 37.05021383045872, 99.58683820504729, 113, 89, 45, 'Female', 94.49633913106616, 1.6956582215617753, 0.053796348407588984, 24, 32.86535623117228, 97, 'High Risk'),
(181658, 96, 13, '16:46.2', 37.31440806024385, 97.91408140077476, 111, 85, 67, 'Female', 83.74263808644636, 1.9121726983625322, 0.13089719375200348, 26, 22.903002041253266, 93.66666666666667, 'High Risk'),
(181659, 74, 16, '15:46.2', 37.00519981106018, 95.34261916, 122, 70, 47, 'Male', 64.84008548578737, 1.8606589775026485, 0.13666817384185043, 52, 18.72880264628411, 87.33333333333333, 'Low Risk'),
(181660, 72, 18, '14:46.2', 37.12876916, 96.67456637838175, 134, 88, 29, 'Male', 65.54877169815907, 1.6919336674814631, 0.095058771, 46, 22.898018033052075, 103.33333333333333, 'Low Risk'),
(181661, 81, 13, '13:46.2', 37.320148708378355, 98.84785066, 136, 89, 81, 'Female', 76.51611365465423, 1.9207887252890836, 0.097459039, 47, 20.73928157143281, 104.66666666666667, 'Low Risk'),
(181662, 88, 17, '12:46.2', 37.03174063072347, 97.29180882867067, 116, 86, 81, 'Female', 70.78301944574204, 1.5836647889215398, 0.073686843, 30, 28.222960193083725, 96, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(181663, 75, 12, '11:46.2', 36.18387663118756, 96.74885662168933, 129, 82, 27, 'Male', 81.28932125972266, 1.5976597664153611, 0.14784218847825964, 47, 31.846733981832553, 97.66666666666667, 'High Risk'),
(181664, 63, 15, '10:46.2', 36.489386209069316, 95.95390255793895, 118, 75, 64, 'Female', 70.16186675019351, 1.538831099912033, 0.1395231725586642, 43, 29.629152262026366, 89.33333333333333, 'Low Risk'),
(181665, 64, 17, '09:46.2', 37.390494864480715, 97.90239102850302, 135, 78, 81, 'Male', 88.34540201465842, 1.9514171544621035, 0.12353681150493526, 57, 23.199771872988855, 97, 'Low Risk'),
(181666, 99, 16, '08:46.2', 37.205064500464836, 97.28913936032528, 128, 84, 77, 'Female', 58.98988506001346, 1.7794290435799645, 0.088366122, 44, 18.630143513101295, 98.66666666666667, 'High Risk'),
(181667, 80, 15, '07:46.2', 36.225556707310545, 95.36733136683844, 125, 89, 61, 'Female', 55.20942244240956, 1.9156086090699258, 0.05830312, 36, 15.045258140150285, 101, 'High Risk'),
(181668, 74, 12, '06:46.2', 37.253723029294804, 98.59750788584601, 119, 88, 84, 'Female', 66.28641284278312, 1.624516373386657, 0.077527838, 31, 25.117495406565197, 98.33333333333333, 'Low Risk'),
(181669, 98, 17, '05:46.2', 37.29894987822311, 97.88709212389162, 114, 84, 83, 'Male', 81.46674063, 1.8873761661416235, 0.14153632452085435, 30, 22.869854847907252, 94, 'High Risk'),
(181670, 61, 16, '04:46.2', 36.21714009373217, 98.65983557, 117, 76, 73, 'Male', 66.23469064040677, 1.5446978897265844, 0.1271060749241055, 41, 27.758654134892357, 89.66666666666667, 'Low Risk'),
(181671, 78, 18, '03:46.2', 37.468223167514196, 95.66450487121348, 118, 83, 52, 'Female', 84.26647766, 1.736823535760511, 0.10188320951706573, 35, 27.934663841671583, 94.66666666666667, 'Low Risk'),
(181672, 67, 15, '02:46.2', 37.45369872128327, 97.83491422258683, 121, 85, 61, 'Male', 75.48812433555082, 1.8047559872192445, 0.14625909698199396, 36, 23.176169158230987, 97, 'Low Risk'),
(181673, 60, 16, '01:46.2', 36.58492556, 95.46461232537193, 131, 85, 26, 'Male', 96.78261896251675, 1.938772144751462, 0.071485161, 46, 25.748019376688642, 100.33333333333333, 'Low Risk'),
(181674, 69, 14, '00:46.2', 37.35285231574841, 97.65198798463139, 125, 71, 42, 'Female', 51.12028208257833, 1.5215751300904443, 0.09995737, 54, 22.080374711757806, 89, 'Low Risk'),
(181675, 75, 13, '59:46.2', 36.56681255670342, 97.15480116772706, 135, 75, 40, 'Male', 51.38084308906427, 1.9318423007120709, 0.083400074, 60, 13.767588706369557, 95, 'High Risk'),
(181676, 64, 18, '58:46.2', 36.12368502791474, 95.42607349799287, 128, 87, 43, 'Female', 52.68361851881414, 1.5175253300830391, 0.10334596200875712, 41, 22.87724369985579, 100.66666666666667, 'Low Risk'),
(181677, 88, 19, '57:46.2', 36.816894513415384, 99.67324820740461, 117, 89, 44, 'Female', 67.32523668008724, 1.636823934460999, 0.075994664, 28, 25.12892759947692, 98.33333333333333, 'Low Risk'),
(181678, 82, 17, '56:46.2', 37.451236998742736, 97.42865076140146, 113, 87, 39, 'Female', 95.30835896561173, 1.8493485549788709, 0.14083853054445755, 26, 27.86720723649818, 95.66666666666667, 'Low Risk'),
(181679, 74, 19, '55:46.2', 36.92008755277906, 99.21881365448233, 137, 72, 28, 'Male', 88.40891878458248, 1.7989946284672367, 0.080640706, 65, 27.317210301618434, 93.66666666666666, 'Low Risk'),
(181680, 84, 16, '54:46.2', 37.03729849620355, 99.38110562398376, 135, 82, 59, 'Male', 55.38386144134721, 1.6309895522031117, 0.06969954, 53, 20.820007134820695, 99.66666666666666, 'Low Risk'),
(181681, 70, 19, '53:46.2', 36.75652434375611, 96.6681298, 128, 71, 78, 'Female', 61.05492742387941, 1.546904362489983, 0.1325475343655469, 57, 25.514895318668685, 90, 'Low Risk'),
(181682, 99, 17, '52:46.2', 37.33030344740265, 98.92228422508644, 112, 73, 46, 'Female', 95.56359281713438, 1.8759828963104825, 0.089511252, 39, 27.15405667585373, 86, 'High Risk'),
(181683, 80, 19, '51:46.2', 37.15067196630415, 98.89361774356584, 123, 83, 67, 'Male', 92.13498289071768, 1.7520290956336022, 0.080200508, 40, 30.015247667957855, 96.33333333333333, 'High Risk'),
(181684, 80, 17, '50:46.2', 36.86151811389471, 99.87440417596352, 115, 71, 32, 'Female', 74.09111272890915, 1.9455849151071143, 0.079211374, 44, 19.573375894497463, 85.66666666666667, 'Low Risk'),
(181685, 76, 19, '49:46.2', 36.27288294851313, 98.89523107977035, 128, 76, 30, 'Male', 96.91258081658773, 1.7727718145290472, 0.066656821, 52, 30.83716770927663, 93.33333333333333, 'High Risk'),
(181686, 92, 12, '48:46.2', 37.255979336304364, 97.97899105399712, 131, 80, 61, 'Male', 87.90649912, 1.5705310815227638, 0.051902489, 51, 35.63919724345687, 97, 'High Risk'),
(181687, 95, 15, '47:46.2', 37.316783072617945, 97.31624175628912, 133, 87, 37, 'Female', 99.54962688026453, 1.6095253025345928, 0.13128585246341895, 46, 38.427667105108114, 102.33333333333333, 'High Risk'),
(181688, 77, 16, '46:46.2', 37.33921331666209, 99.07045133835548, 125, 83, 40, 'Female', 94.91396832923093, 1.7419552856114686, 0.07386539, 42, 31.279235204842486, 97, 'High Risk'),
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(181863, 96, 15, '51:46.2', 36.73513253983958, 99.70679824651359, 139, 81, 42, 'Female', 51.26158940355538, 1.7428924870711262, 0.12445383282575291, 58, 16.87527551207532, 100.33333333333333, 'High Risk'),
(181864, 87, 19, '50:46.2', 36.485115002240484, 98.23164063871585, 120, 86, 50, 'Male', 67.04098792772095, 1.7051301455343792, 0.13809514277615043, 34, 23.05819674595305, 97.33333333333333, 'Low Risk'),
(181865, 62, 15, '49:46.2', 37.21670555607322, 97.41860697396835, 120, 88, 19, 'Male', 92.90431605962284, 1.525554932121627, 0.10459198745316162, 32, 39.91904931372931, 98.66666666666667, 'High Risk'),
(181866, 90, 14, '48:46.2', 36.58994508471964, 99.96668233, 133, 85, 89, 'Male', 99.48478070152527, 1.5538265738159573, 0.063374171, 48, 41.20515553940126, 101, 'High Risk'),
(181867, 61, 14, '47:46.2', 37.39039398036267, 99.08786070513742, 113, 80, 89, 'Male', 61.88791818001692, 1.7034093876580312, 0.075434367, 33, 21.328867739863647, 91, 'Low Risk'),
(181868, 67, 16, '46:46.2', 36.69169963940273, 97.08425032545655, 119, 70, 89, 'Female', 93.82323141967308, 1.9947430039934648, 0.081728479, 49, 23.579602821268132, 86.33333333333333, 'Low Risk'),
(181869, 62, 12, '45:46.2', 36.87474825149197, 98.73644491092482, 138, 89, 48, 'Female', 80.22123417813097, 1.8540314567029967, 0.11321069300729548, 49, 23.337543603789282, 105.33333333333333, 'Low Risk'),
(181870, 85, 13, '44:46.2', 36.994387474020556, 97.12775747981712, 124, 84, 84, 'Male', 54.70097378221615, 1.8551734721343731, 0.1466200030397226, 40, 15.893736426593463, 97.33333333333333, 'High Risk'),
(181871, 86, 19, '43:46.2', 36.53657375698327, 99.87806108801554, 121, 84, 67, 'Male', 78.06719100164031, 1.9874731490598565, 0.14421316382822233, 37, 19.76359806156171, 96.33333333333333, 'Low Risk'),
(181872, 94, 19, '42:46.2', 37.19854321878631, 97.71994914398583, 118, 75, 89, 'Male', 63.02891082, 1.7971140292220404, 0.057059031, 43, 19.515897713950807, 89.33333333333333, 'High Risk'),
(181873, 61, 16, '41:46.2', 37.302072306544396, 96.27744300331372, 118, 74, 85, 'Male', 78.92836469, 1.955553095273689, 0.053652734896983245, 44, 20.63924853622115, 88.66666666666667, 'Low Risk'),
(181874, 84, 16, '40:46.2', 36.37532032694064, 95.71999514, 117, 74, 80, 'Male', 62.03968085, 1.7978158838840443, 0.096146978, 43, 19.194602762636748, 88.33333333333333, 'Low Risk'),
(181875, 62, 12, '39:46.2', 36.40578878609257, 98.73708965140585, 124, 74, 81, 'Male', 54.068409823813454, 1.7239338330821288, 0.082257183, 50, 18.192920049558357, 90.66666666666666, 'High Risk'),
(181876, 94, 16, '38:46.2', 36.18533451245519, 97.03776348591084, 128, 81, 70, 'Female', 89.61019021, 1.5192370069880892, 0.1421174712607854, 47, 38.82454167464605, 96.66666666666667, 'High Risk'),
(181877, 67, 12, '37:46.2', 37.22697764688775, 95.02401101425613, 122, 82, 21, 'Female', 65.97877340388672, 1.6239808239450093, 0.10736932032497881, 40, 25.01741563397288, 95.33333333333333, 'Low Risk'),
(181878, 91, 19, '36:46.2', 37.036821283167704, 99.60003590779893, 136, 80, 25, 'Male', 96.98689584022577, 1.8921699925128537, 0.1151480194525907, 56, 27.08898657, 98.66666666666666, 'High Risk'),
(181879, 63, 15, '35:46.2', 36.440113173775416, 98.22518715839783, 115, 81, 25, 'Female', 85.22381067455218, 1.6383682870531466, 0.077933082, 34, 31.749572590908457, 92.33333333333333, 'High Risk'),
(181880, 60, 16, '34:46.2', 37.27958145576918, 97.40453175066379, 127, 83, 41, 'Male', 88.06330163233686, 1.9103753609230973, 0.12834933617892452, 44, 24.130012532793625, 97.66666666666667, 'Low Risk'),
(181881, 92, 18, '33:46.2', 36.62761836174362, 99.06531031094826, 114, 73, 88, 'Female', 68.90620603935669, 1.6183346405790568, 0.1227550876320565, 41, 26.31005026150982, 86.66666666666667, 'High Risk'),
(181882, 86, 18, '32:46.2', 36.489406135396116, 95.42782510584698, 125, 76, 39, 'Female', 51.63174610093517, 1.6746841641719672, 0.050404397, 49, 18.409881163631304, 92.33333333333333, 'High Risk'),
(181883, 84, 19, '31:46.2', 36.84155575461918, 99.94052774664208, 129, 88, 72, 'Female', 64.08438936501942, 1.823568537538367, 0.1424304671394364, 41, 19.271169409556816, 101.66666666666667, 'Low Risk'),
(181884, 71, 16, '30:46.2', 37.27679073891514, 95.65381332290242, 122, 85, 25, 'Male', 63.74371040629731, 1.7572402120915493, 0.135162332, 37, 20.643107465720202, 97.33333333333333, 'Low Risk'),
(181885, 71, 13, '29:46.2', 36.529728949646014, 97.78337099, 111, 73, 77, 'Male', 60.2225839, 1.9901827473733653, 0.096757002, 38, 15.204546501531595, 85.66666666666667, 'High Risk'),
(181886, 85, 18, '28:46.2', 37.06470159, 99.5422491, 138, 73, 29, 'Male', 74.87380393442956, 1.7524159321725556, 0.056849317519930914, 65, 24.38122441866781, 94.66666666666666, 'Low Risk'),
(181887, 62, 15, '27:46.2', 36.72972313053168, 96.36647395701961, 124, 76, 30, 'Female', 52.137490858353175, 1.939007157987289, 0.051879982, 48, 13.867280556273359, 92, 'High Risk'),
(181888, 68, 18, '26:46.2', 37.311130114509105, 99.13501182794369, 110, 74, 74, 'Male', 89.73483190775764, 1.8610961071306105, 0.084088131, 36, 25.907377433771035, 86, 'Low Risk'),
(181889, 64, 15, '25:46.2', 37.25352497618949, 99.25048473625668, 112, 76, 70, 'Male', 63.60825153183082, 1.7746379178749458, 0.091593213, 36, 20.19732921565562, 88, 'Low Risk'),
(181890, 93, 18, '24:46.2', 36.24102552374428, 95.60722873213412, 115, 83, 56, 'Female', 56.32048092548147, 1.8109302865303079, 0.11173953389220953, 32, 17.173661183079112, 93.66666666666667, 'High Risk'),
(181891, 85, 14, '23:46.2', 36.257463089055214, 99.57766178649157, 122, 81, 47, 'Female', 70.73133035640831, 1.8044859030613403, 0.087543523, 41, 21.72225158606522, 94.66666666666667, 'Low Risk'),
(181892, 70, 17, '22:46.2', 36.162790451069704, 98.55018480665572, 126, 79, 53, 'Male', 56.600853462216875, 1.591389985, 0.1334991946460592, 47, 22.349599175850646, 94.66666666666667, 'Low Risk'),
(181893, 92, 14, '21:46.2', 36.01420149, 95.65792026314688, 123, 78, 27, 'Female', 82.04887576390914, 1.9787188178356947, 0.061526281, 45, 20.955810703415672, 93, 'High Risk'),
(181894, 65, 14, '20:46.2', 36.581575106740935, 96.31784390440227, 125, 87, 60, 'Female', 55.625746019818656, 1.824186174001074, 0.14811953044779558, 38, 16.71619886068785, 99.66666666666667, 'High Risk'),
(181895, 60, 14, '19:46.2', 37.10958080033925, 98.44109352967487, 110, 73, 26, 'Female', 56.196537220417376, 1.9241906224650358, 0.098518876, 37, 15.177958743252951, 85.33333333333333, 'High Risk'),
(181896, 80, 18, '18:46.2', 36.00795323717629, 95.70736145278065, 138, 79, 84, 'Male', 77.73039258381891, 1.8283563150562778, 0.052169583, 59, 23.252475147988495, 98.66666666666666, 'Low Risk'),
(181897, 97, 12, '17:46.2', 37.132472067134934, 99.72217669, 122, 81, 20, 'Male', 76.96684153044494, 1.9763080337870913, 0.13391081829389884, 41, 19.705814612539964, 94.66666666666667, 'High Risk'),
(181898, 95, 19, '16:46.2', 37.43305764838973, 99.26132326708863, 120, 84, 89, 'Male', 63.14170792478626, 1.6288575330937376, 0.069820862, 36, 23.79852952985007, 96, 'High Risk'),
(181899, 67, 19, '15:46.2', 36.094972441321104, 98.03516000527546, 115, 76, 62, 'Female', 51.92830320207749, 1.9825181086248511, 0.12349355639531298, 39, 13.212037755128698, 89, 'High Risk'),
(181900, 86, 14, '14:46.2', 36.94341354115042, 97.96876174534657, 122, 85, 46, 'Female', 61.79889653426085, 1.9418233512733902, 0.1465315711983352, 37, 16.38933309119948, 97.33333333333333, 'High Risk'),
(181901, 95, 14, '13:46.2', 36.86617641411364, 96.94502232146708, 137, 75, 66, 'Male', 75.62393523, 1.7247412694544464, 0.11630442533499756, 62, 25.422096469916077, 95.66666666666666, 'High Risk'),
(181902, 72, 19, '12:46.2', 36.97004822286818, 99.19374769267858, 137, 70, 25, 'Female', 86.43298511, 1.6932821522826573, 0.096236678, 67, 30.14538610731016, 92.33333333333333, 'High Risk'),
(181903, 62, 12, '11:46.2', 36.556154102441816, 96.55172167195725, 134, 80, 83, 'Male', 50.34753993470413, 1.8007193681682916, 0.1215373991058696, 54, 15.526951037060943, 98, 'High Risk'),
(181904, 68, 12, '10:46.2', 36.07492991, 96.29093811337665, 115, 74, 73, 'Male', 91.82069233347791, 1.5917389804140238, 0.090120308, 41, 36.240723496325344, 87.66666666666667, 'High Risk'),
(181905, 81, 15, '09:46.2', 36.39114426952356, 98.42075617419886, 122, 83, 19, 'Female', 91.81449860139386, 1.553097218426963, 0.071584658, 39, 38.06396129683434, 96, 'High Risk'),
(181906, 73, 18, '08:46.2', 36.54364390662163, 98.99772101963148, 131, 77, 66, 'Female', 69.12222712341298, 1.7404438360327088, 0.077811902, 54, 22.819057163221064, 95, 'Low Risk'),
(181907, 60, 18, '07:46.2', 36.570619355771676, 96.66156913934117, 130, 83, 23, 'Male', 76.63863535600522, 1.8807259348530438, 0.12541285121654072, 47, 21.666897865040387, 98.66666666666667, 'Low Risk'),
(181908, 88, 14, '06:46.2', 37.03968011270137, 97.79334093, 134, 78, 52, 'Male', 82.98511775882017, 1.7621620110141547, 0.14510298598606505, 56, 26.72443583237439, 96.66666666666666, 'Low Risk'),
(181909, 62, 19, '05:46.2', 37.410330540408125, 99.94092330570909, 123, 70, 51, 'Female', 86.47782020444643, 1.7847716069109978, 0.079387505, 53, 27.148099821362667, 87.66666666666666, 'Low Risk'),
(181910, 98, 17, '04:46.2', 36.42059361969614, 97.62616811359486, 134, 71, 44, 'Female', 75.11107832, 1.780637929360081, 0.093498098, 63, 23.68932885430084, 92, 'High Risk'),
(181911, 78, 15, '03:46.2', 36.68973988569738, 98.21161816118999, 116, 81, 38, 'Male', 82.74755332227943, 1.599476829927731, 0.054876884, 35, 32.34441159354408, 92.66666666666667, 'High Risk'),
(181912, 75, 15, '02:46.2', 37.233889780411445, 96.27134534941919, 126, 89, 59, 'Female', 90.99345574706186, 1.8432186394476966, 0.099125211, 37, 26.782829209220647, 101.33333333333333, 'Low Risk'),
(181913, 71, 13, '01:46.2', 37.03205694768276, 97.48705842466005, 111, 82, 25, 'Female', 53.50690109667285, 1.7871849186532636, 0.07566237, 29, 16.752160189896017, 91.66666666666667, 'High Risk'),
(181914, 64, 13, '00:46.2', 37.40802025092414, 97.44967099647207, 115, 84, 37, 'Female', 84.88896663, 1.5479211613202308, 0.1325084467793852, 31, 35.42856581592375, 94.33333333333333, 'High Risk'),
(181915, 73, 16, '59:46.2', 37.14856513129152, 97.08760761, 125, 89, 46, 'Male', 75.03069304242003, 1.6340843549229622, 0.13056706753397718, 36, 28.098944983832546, 101, 'Low Risk'),
(181916, 97, 12, '58:46.2', 36.473243750971314, 98.16794792079405, 111, 72, 85, 'Female', 58.79910115739143, 1.5228087064927762, 0.052484022371531935, 39, 25.355955729979556, 85, 'High Risk'),
(181917, 87, 18, '57:46.2', 36.799927302232376, 99.64153174, 124, 74, 60, 'Female', 60.16912277146085, 1.6817835057326762, 0.055670639, 50, 21.27323326498493, 90.66666666666666, 'Low Risk'),
(181918, 88, 15, '56:46.2', 37.37954160250481, 96.35981019875791, 115, 86, 80, 'Male', 70.00686634168497, 1.9243057600820532, 0.12200765157744782, 29, 18.905687650381363, 95.66666666666667, 'Low Risk'),
(181919, 88, 12, '55:46.2', 37.38933479457001, 98.73704428, 112, 75, 33, 'Male', 70.4192846, 1.8493241372911537, 0.12865473029951902, 37, 20.590435509163342, 87.33333333333333, 'Low Risk'),
(181920, 93, 18, '54:46.2', 36.84179880632493, 99.83049554263809, 115, 82, 67, 'Female', 76.77074218455087, 1.9857057888187795, 0.069428482, 33, 19.46999927818137, 93, 'High Risk'),
(181921, 80, 16, '53:46.2', 36.21321128446587, 99.09808575081195, 114, 89, 86, 'Female', 78.85452054419639, 1.8267569916983655, 0.076868173, 25, 23.630071677999172, 97.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(181922, 84, 12, '52:46.2', 36.69218493942165, 98.32684131385338, 124, 83, 84, 'Female', 57.78250942405905, 1.6054175853762689, 0.10544933071879498, 41, 22.419213206949184, 96.66666666666667, 'Low Risk'),
(181923, 83, 12, '51:46.2', 37.422382254102665, 95.15219260282541, 121, 88, 26, 'Female', 91.21755570220887, 1.7763425081463375, 0.14403876702760401, 33, 28.908463761610317, 99, 'Low Risk'),
(181924, 93, 13, '50:46.2', 37.044460156341096, 96.02985747801355, 126, 86, 43, 'Female', 57.02779364214754, 1.6718752349293693, 0.075795239, 40, 20.402286410340214, 99.33333333333333, 'High Risk'),
(181925, 63, 15, '49:46.2', 37.18212814556346, 98.46905021809646, 139, 75, 46, 'Female', 72.81564215, 1.6075833371501973, 0.11938377694813636, 64, 28.175893157882925, 96.33333333333333, 'Low Risk'),
(181926, 99, 13, '48:46.2', 37.14228358269503, 96.85917602146952, 121, 87, 50, 'Male', 81.55140676896706, 1.732403728845857, 0.12024926005098686, 34, 27.172727741948755, 98.33333333333333, 'High Risk'),
(181927, 85, 19, '47:46.2', 37.39142731800232, 98.68965003903567, 139, 79, 19, 'Female', 67.82277277515429, 1.6154082104282277, 0.065698895, 60, 25.99028064972783, 99, 'Low Risk'),
(181928, 76, 17, '46:46.2', 36.993118203532454, 96.89043541554237, 123, 80, 62, 'Male', 82.63785042278056, 1.5755376490381878, 0.069760834, 43, 33.29058606082031, 94.33333333333333, 'High Risk'),
(181929, 94, 13, '45:46.2', 36.514746553298366, 98.58659395092482, 138, 78, 82, 'Male', 96.76537981972967, 1.8783142271535984, 0.084876779, 60, 27.42732858761419, 98, 'High Risk'),
(181930, 74, 17, '44:46.2', 37.48235900796584, 95.45919518553265, 116, 76, 85, 'Male', 85.94289063552847, 1.8780025382141856, 0.12215825225590836, 40, 24.36787212833511, 89.33333333333333, 'Low Risk'),
(181931, 67, 14, '43:46.2', 36.43764582470717, 99.58727328, 137, 77, 80, 'Male', 64.12258893225945, 1.881822842579439, 0.13557501420269305, 60, 18.107294984314386, 97, 'High Risk'),
(181932, 73, 18, '42:46.2', 37.358220450525906, 95.14355304043113, 115, 73, 19, 'Female', 53.35311731456579, 1.8781314170861838, 0.1003920574399315, 42, 15.125433980865575, 87, 'High Risk'),
(181933, 62, 19, '41:46.2', 36.035672467665215, 98.17743226834772, 130, 87, 35, 'Female', 68.77702811689167, 1.9146319147429272, 0.10261757531407176, 43, 18.761727254297266, 101.33333333333333, 'Low Risk'),
(181934, 65, 14, '40:46.2', 36.129197600027254, 96.84889235043796, 128, 81, 41, 'Female', 67.67351911635936, 1.813254657396226, 0.14342190887851447, 47, 20.582643773363202, 96.66666666666667, 'Low Risk'),
(181935, 90, 15, '39:46.2', 37.154205622662275, 95.15481251, 122, 72, 22, 'Female', 52.35041913184359, 1.5882052201057613, 0.1104736883796357, 50, 20.754244315048236, 88.66666666666666, 'Low Risk'),
(181936, 87, 19, '38:46.2', 36.577327941403155, 99.61212221010415, 118, 71, 64, 'Male', 66.77266689, 1.832409379588415, 0.14085429858143822, 47, 19.886287323072025, 86.66666666666667, 'Low Risk'),
(181937, 68, 13, '37:46.2', 37.219879884785136, 97.99428098504701, 121, 79, 82, 'Male', 74.87641190818307, 1.571822789006696, 0.087845657, 42, 30.30664505153725, 93, 'High Risk'),
(181938, 83, 14, '36:46.2', 36.798778113770666, 98.61371083355147, 134, 80, 33, 'Female', 52.87579344463047, 1.9861663084007315, 0.068866248, 54, 13.403730159068969, 98, 'High Risk'),
(181939, 86, 13, '35:46.2', 36.380883609241785, 99.85908009631129, 133, 85, 68, 'Female', 78.79243458828469, 1.790612020426103, 0.099289362, 48, 24.574321098574757, 101, 'Low Risk'),
(181940, 60, 17, '34:46.2', 37.23085216999766, 99.53191520607298, 111, 80, 80, 'Female', 61.100103982167845, 1.5744797276215643, 0.070872537, 31, 24.64721213, 90.33333333333333, 'Low Risk'),
(181941, 89, 13, '33:46.2', 36.39354998, 95.50494199054128, 123, 82, 88, 'Male', 59.03528462, 1.601382816, 0.1487287936033292, 41, 23.020848865605807, 95.66666666666667, 'Low Risk'),
(181942, 67, 16, '32:46.2', 37.37820290406416, 96.41555365652523, 121, 75, 37, 'Male', 83.18981557, 1.851734747323189, 0.13133446420193534, 46, 24.26121851, 90.33333333333333, 'Low Risk'),
(181943, 69, 18, '31:46.2', 37.15214540366086, 99.00710292790095, 126, 77, 52, 'Female', 63.412927046102396, 1.8036042585338055, 0.082766927, 49, 19.493745682673165, 93.33333333333333, 'Low Risk'),
(181944, 81, 13, '30:46.2', 37.211606051961866, 97.14712085071936, 118, 82, 55, 'Female', 71.66180552866192, 1.8583385345538108, 0.067154904, 36, 20.750954637646384, 94, 'Low Risk'),
(181945, 95, 15, '29:46.2', 36.667291547879216, 95.13380231484443, 138, 71, 59, 'Female', 82.85849818114922, 1.7427631656581917, 0.11197762320320459, 67, 27.281001711672776, 93.33333333333333, 'High Risk'),
(181946, 89, 19, '28:46.2', 37.12725755919457, 98.98349054789905, 129, 70, 65, 'Male', 59.86480086151126, 1.7324151414851618, 0.14471328326467275, 59, 19.946541296448604, 89.66666666666666, 'Low Risk'),
(181947, 84, 13, '27:46.2', 37.00529102783641, 96.39312593454497, 125, 77, 27, 'Female', 90.02001791, 1.7794544413212405, 0.082315427, 48, 28.429246436850725, 93, 'Low Risk'),
(181948, 92, 19, '26:46.2', 36.14962129077961, 96.28795912, 110, 78, 88, 'Female', 55.100362689616084, 1.8541527883455222, 0.068154415, 32, 16.027412713328737, 88.66666666666667, 'High Risk'),
(181949, 76, 13, '25:46.2', 36.011028886811694, 96.52860229464281, 123, 70, 71, 'Female', 86.83947252052565, 1.9226789431532338, 0.060687823, 53, 23.491115315441657, 87.66666666666666, 'Low Risk'),
(181950, 83, 17, '24:46.2', 36.11539792992573, 96.16552109317679, 113, 80, 28, 'Male', 63.80198011661797, 1.9329561331827054, 0.085326961, 33, 17.07615786217197, 91, 'High Risk'),
(181951, 71, 17, '23:46.2', 36.86233405, 99.09984041119702, 132, 74, 57, 'Male', 86.86921634796028, 1.871321433521107, 0.085300146, 58, 24.806707163769758, 93.33333333333333, 'Low Risk'),
(181952, 86, 19, '22:46.2', 36.100064763323125, 97.02145043363682, 128, 78, 54, 'Male', 72.02742785783593, 1.7140843724499288, 0.13150565361777938, 50, 24.515091318082394, 94.66666666666666, 'Low Risk'),
(181953, 87, 18, '21:46.2', 36.388148229896444, 98.27110727073908, 120, 88, 55, 'Male', 69.82281460773946, 1.9034690562890102, 0.067729547, 32, 19.27106469305509, 98.66666666666667, 'Low Risk'),
(181954, 97, 15, '20:46.2', 36.833987611890954, 96.66044004225694, 111, 70, 36, 'Male', 77.96517299427109, 1.903114067, 0.12065503030621431, 41, 21.526380274942678, 83.66666666666667, 'High Risk'),
(181955, 95, 17, '19:46.2', 37.15902317580089, 99.15427933615418, 134, 76, 66, 'Male', 91.58418264393435, 1.947285810955945, 0.12171755580083514, 58, 24.15244351814756, 95.33333333333333, 'High Risk'),
(181956, 83, 17, '18:46.2', 36.08834214571046, 95.80782005376373, 139, 83, 22, 'Female', 79.41925217527168, 1.976869447353078, 0.09242393, 56, 20.322157576833884, 101.66666666666666, 'Low Risk'),
(181957, 73, 12, '17:46.2', 37.396041012673734, 96.60742210428266, 111, 75, 45, 'Female', 57.01881456255442, 1.542646139895572, 0.1203367996140914, 36, 23.959930302399222, 87, 'Low Risk'),
(181958, 63, 14, '16:46.2', 37.01298588961666, 97.04874014442643, 134, 77, 64, 'Male', 63.34134445502175, 1.6482521197265885, 0.11369023014713096, 57, 23.315245426951215, 96, 'Low Risk'),
(181959, 85, 18, '15:46.2', 36.42727082134109, 97.81820069614083, 120, 77, 72, 'Male', 55.23993345448751, 1.5168903745488387, 0.086458142, 43, 24.007379389218997, 91.33333333333333, 'Low Risk'),
(181960, 88, 19, '14:46.2', 36.581855373407514, 98.61341739444873, 136, 77, 69, 'Male', 59.873204907958744, 1.6421472858998154, 0.12753939338409187, 59, 22.20282787, 96.66666666666666, 'Low Risk'),
(181961, 88, 15, '13:46.2', 36.84141004889193, 97.21807796615597, 119, 86, 87, 'Female', 80.85646925571137, 1.6103079613763183, 0.1347496079334165, 33, 31.181492079724897, 97, 'High Risk'),
(181962, 83, 14, '12:46.2', 36.02347962, 95.21540793012063, 117, 85, 51, 'Female', 75.98416728546852, 1.726201205836797, 0.066544977, 32, 25.500005674309957, 95.66666666666667, 'Low Risk'),
(181963, 68, 19, '11:46.2', 36.85882237, 99.94684005274094, 122, 84, 88, 'Male', 99.08729902149089, 1.760396195487605, 0.11003245759725311, 38, 31.97401303732169, 96.66666666666667, 'High Risk'),
(181964, 86, 13, '10:46.2', 37.15142477626849, 96.84649476475391, 136, 77, 22, 'Female', 63.04874275571253, 1.904130274530139, 0.073998135, 59, 17.389340624780235, 96.66666666666666, 'High Risk'),
(181965, 96, 14, '09:46.2', 37.207960700599365, 98.04114065, 112, 84, 44, 'Female', 98.21281954063537, 1.553115992159243, 0.11978024917216384, 28, 40.715558459045575, 93.33333333333333, 'High Risk'),
(181966, 74, 13, '08:46.2', 36.045276227061365, 96.97968245223419, 117, 85, 46, 'Male', 73.62035276290888, 1.7826128650733495, 0.050096066, 32, 23.167748025652966, 95.66666666666667, 'Low Risk'),
(181967, 75, 12, '07:46.2', 36.28757508180708, 97.75826617777068, 118, 89, 38, 'Male', 64.01323981551934, 1.934992981016453, 0.092020403, 29, 17.09664997, 98.66666666666667, 'High Risk'),
(181968, 90, 17, '06:46.2', 36.46136728927546, 99.76664802344118, 117, 88, 24, 'Female', 92.55212946177272, 1.741730410104191, 0.12429035749817097, 29, 30.508759292313375, 97.66666666666667, 'High Risk'),
(181969, 67, 15, '05:46.2', 37.43946841, 97.24855717877475, 129, 73, 55, 'Female', 78.41206177315706, 1.9127572582609855, 0.066901505, 56, 21.43202248, 91.66666666666666, 'Low Risk'),
(181970, 92, 15, '04:46.2', 36.28995004375923, 98.64100902987425, 126, 73, 18, 'Male', 84.16093124073979, 1.9556995023317536, 0.098276514, 53, 22.004235372463498, 90.66666666666666, 'High Risk'),
(181971, 78, 12, '03:46.2', 36.34504159737582, 98.91801522759258, 135, 78, 63, 'Female', 92.37700068, 1.9829217236926688, 0.067132122, 57, 23.49377017515734, 97, 'Low Risk'),
(181972, 81, 18, '02:46.2', 36.82019862877438, 96.70588849084598, 119, 75, 42, 'Male', 76.17512716593909, 1.9782264330927166, 0.14483045584952225, 44, 19.465303818763537, 89.66666666666667, 'Low Risk'),
(181973, 93, 16, '01:46.2', 36.240587500917286, 96.44899552354373, 116, 89, 53, 'Male', 85.74460196, 1.6708803288393228, 0.077445531, 27, 30.71256554573053, 98, 'High Risk'),
(181974, 79, 16, '00:46.2', 36.07071697095602, 96.83830705760585, 121, 89, 76, 'Male', 61.17561047956481, 1.6731085411572706, 0.10027339380818938, 32, 21.85395675639771, 99.66666666666667, 'Low Risk'),
(181975, 97, 18, '59:46.2', 36.140816180089296, 99.93460103950093, 124, 70, 21, 'Female', 75.44379457958107, 1.6642295871823571, 0.053031360712055955, 54, 27.239369215750667, 88, 'High Risk'),
(181976, 94, 12, '58:46.2', 37.30881615138876, 98.37004537201865, 121, 70, 62, 'Male', 72.46653964886445, 1.9217616131169968, 0.1286306760619093, 51, 19.621784219269227, 87, 'High Risk'),
(181977, 90, 15, '57:46.2', 36.07220284142093, 95.06082560356957, 116, 87, 62, 'Male', 87.69612447099453, 1.7564178171938307, 0.057962252, 29, 28.426587876063937, 96.66666666666667, 'Low Risk'),
(181978, 62, 14, '56:46.2', 36.77857916264715, 96.24512190190049, 137, 76, 28, 'Female', 96.40049952909317, 1.698876808, 0.1428011730569005, 61, 33.40069542077243, 96.33333333333333, 'High Risk'),
(181979, 89, 12, '55:46.2', 36.81682462860915, 96.48972528733476, 126, 71, 34, 'Female', 95.52909682169908, 1.7798881347801447, 0.10052421201672646, 55, 30.15436975321038, 89.33333333333333, 'High Risk'),
(181980, 78, 15, '54:46.2', 36.366871412554765, 95.69263019123757, 134, 77, 53, 'Female', 66.59336940180863, 1.915121435903277, 0.076230843, 57, 18.156760066223068, 96, 'High Risk'),
(181981, 78, 19, '53:46.2', 37.09289244416962, 99.22153555023115, 119, 88, 23, 'Male', 67.02319769131199, 1.6233911135450307, 0.065750517, 31, 25.43190049, 98.33333333333333, 'Low Risk'),
(181982, 89, 16, '52:46.2', 36.88090037195521, 99.48956652978399, 113, 70, 52, 'Male', 66.85581767115585, 1.8184925147037734, 0.067342137, 43, 20.216974777045714, 84.33333333333333, 'Low Risk'),
(181983, 95, 19, '51:46.2', 37.14908823726004, 98.90206536352949, 131, 72, 81, 'Female', 51.13973788168011, 1.5893293686671293, 0.080204206, 59, 20.245601321276247, 91.66666666666666, 'High Risk'),
(181984, 60, 19, '50:46.2', 37.03740331441171, 99.35688884934744, 137, 74, 73, 'Female', 50.979748994234136, 1.8113164173102254, 0.11166778343939643, 63, 15.538498345669938, 95, 'High Risk'),
(181985, 98, 13, '49:46.2', 36.303856440351716, 99.46482505672915, 125, 77, 25, 'Male', 53.2473716, 1.7949880762396964, 0.11160510127447149, 48, 16.526277427252136, 93, 'High Risk'),
(181986, 95, 19, '48:46.2', 37.33974331330577, 96.07411505942268, 122, 81, 85, 'Male', 96.05420127118948, 1.901316019156653, 0.055380779029565945, 41, 26.570990888432725, 94.66666666666667, 'High Risk'),
(181987, 73, 12, '47:46.2', 36.87700316739484, 98.38908362959577, 131, 86, 25, 'Male', 99.52560991562945, 1.8474570157935166, 0.11013917773246071, 45, 29.159908879442792, 101, 'Low Risk'),
(181988, 76, 19, '46:46.2', 36.76922516925466, 99.01655932964445, 133, 79, 50, 'Male', 52.33910757869498, 1.8697400200527143, 0.084450416, 54, 14.971450050614592, 97, 'High Risk'),
(181989, 95, 16, '45:46.2', 36.54214104674645, 96.52385922199535, 110, 80, 23, 'Female', 78.82597843447543, 1.7616150267298432, 0.1168778693483631, 30, 25.400797822793958, 90, 'High Risk'),
(181990, 68, 14, '44:46.2', 36.174810627652285, 95.81038735896443, 117, 85, 66, 'Female', 69.44794667677056, 1.8864516494782446, 0.1346164190871355, 32, 19.514977400709565, 95.66666666666667, 'Low Risk'),
(181991, 95, 18, '43:46.2', 36.30444533356666, 96.99966188904511, 119, 71, 19, 'Female', 66.64190956878001, 1.9459448868529314, 0.10656821363252998, 48, 17.598933932819172, 87, 'High Risk'),
(181992, 60, 13, '42:46.2', 37.20736533, 95.99408047598386, 129, 76, 33, 'Female', 87.04229539709758, 1.8529761479034996, 0.094349835, 53, 25.350742115240852, 93.66666666666666, 'Low Risk'),
(181993, 78, 15, '41:46.2', 36.615950078753016, 96.94651757499062, 138, 89, 79, 'Male', 54.233777702681905, 1.7028282507857162, 0.12566118495963735, 49, 18.70372735781832, 105.33333333333333, 'Low Risk'),
(181994, 82, 16, '40:46.2', 36.45750915508398, 98.24385531893986, 130, 77, 25, 'Male', 98.73928969053372, 1.980758306590812, 0.11064230093724489, 53, 25.166743738559855, 94.66666666666666, 'Low Risk'),
(181995, 64, 16, '39:46.2', 37.01229773443448, 98.13452969, 120, 86, 27, 'Male', 54.52943796843553, 1.9524487168522833, 0.11611258262982556, 34, 14.30446931623154, 97.33333333333333, 'High Risk'),
(181996, 74, 16, '38:46.2', 36.990568993902286, 98.75502458507513, 133, 89, 55, 'Male', 69.10656203004926, 1.563098124877912, 0.1162932830058341, 44, 28.284389138928457, 103.66666666666667, 'Low Risk'),
(181997, 88, 13, '37:46.2', 36.931864698346494, 97.63082305051397, 129, 86, 67, 'Male', 78.13350990887578, 1.6923461567206504, 0.1397755400530148, 43, 27.28091517105245, 100.33333333333333, 'Low Risk'),
(181998, 87, 15, '36:46.2', 36.981118800717724, 96.81538124253139, 117, 72, 24, 'Male', 69.55968377989268, 1.8807328715411353, 0.083621143, 45, 19.66542645, 87, 'Low Risk'),
(181999, 90, 17, '35:46.2', 37.048762352115936, 97.77588803723461, 119, 78, 66, 'Male', 54.57483552, 1.9920162402268373, 0.099187387, 41, 13.753292704712122, 91.66666666666667, 'High Risk'),
(182000, 95, 19, '34:46.2', 37.39645301135289, 95.11980022200328, 124, 89, 37, 'Male', 81.93541633, 1.5737497623262136, 0.070240183, 35, 33.08265147896038, 100.66666666666667, 'High Risk'),
(182001, 70, 15, '33:46.2', 36.70244673497076, 98.72667215791735, 131, 80, 60, 'Female', 91.6958717, 1.9935666405703225, 0.094034654, 51, 23.07216069885396, 97, 'Low Risk'),
(182002, 65, 18, '32:46.2', 36.864739044933394, 99.35915305002385, 133, 74, 22, 'Male', 50.33578977658301, 1.9162493501861468, 0.10037659367470485, 59, 13.707960551973265, 93.66666666666666, 'High Risk'),
(182003, 64, 19, '31:46.2', 36.09640570827877, 98.81295127119186, 120, 81, 43, 'Female', 72.52995012808523, 1.6957860634530626, 0.10630781181089155, 39, 25.22175224740164, 94, 'Low Risk'),
(182004, 95, 18, '30:46.2', 36.86136784220077, 99.65376604052162, 132, 84, 88, 'Male', 94.68968316, 1.8867285144898935, 0.061075574, 48, 26.60013478244391, 100, 'High Risk'),
(182005, 99, 15, '29:46.2', 36.27563769855197, 99.14651684075066, 117, 83, 39, 'Male', 72.91211547242501, 1.9677839180991714, 0.13111555234625769, 34, 18.829764359057684, 94.33333333333333, 'High Risk'),
(182006, 95, 13, '28:46.2', 36.053296162967456, 99.34983344347125, 130, 82, 72, 'Female', 59.90652466369137, 1.6827008787634896, 0.13197985025340814, 48, 21.157301875680798, 98, 'High Risk'),
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(182008, 92, 15, '26:46.2', 36.815266955660654, 97.96306159, 115, 84, 75, 'Female', 68.84115625437266, 1.6756897561012793, 0.10807465863941704, 31, 24.51663868532414, 94.33333333333333, 'High Risk'),
(182009, 96, 18, '25:46.2', 36.24007587734646, 95.52980639, 129, 83, 26, 'Female', 92.40042632, 1.6382617757968887, 0.061646905, 46, 34.42764993021683, 98.33333333333333, 'High Risk'),
(182010, 65, 18, '24:46.2', 36.04486704234355, 98.86043989, 126, 80, 66, 'Male', 56.272510626198915, 1.7941402583149741, 0.055884099875764495, 46, 17.481693802589458, 95.33333333333333, 'High Risk'),
(182011, 72, 19, '23:46.2', 37.36086991694918, 98.81625902762067, 122, 84, 72, 'Male', 65.89922345743604, 1.5875529065364267, 0.087089583, 38, 26.14712132887861, 96.66666666666667, 'Low Risk'),
(182012, 74, 18, '22:46.2', 36.96048937837577, 95.44856412488313, 113, 73, 23, 'Male', 97.08744182716889, 1.5726451645908264, 0.075378685, 40, 39.25559551080241, 86.33333333333333, 'High Risk'),
(182013, 74, 18, '21:46.2', 37.33624997444599, 95.46333582811657, 121, 73, 56, 'Female', 59.28444056491031, 1.5694218567301033, 0.10744285068981665, 48, 24.069182111945985, 89, 'Low Risk'),
(182014, 97, 17, '20:46.2', 37.11849373941539, 99.10113700876582, 123, 75, 22, 'Female', 66.69716807390583, 1.7808967940456273, 0.084996987, 48, 21.02954567325327, 91, 'High Risk'),
(182015, 77, 15, '19:46.2', 37.01353223849363, 99.87922456072745, 126, 78, 86, 'Female', 68.59434573650708, 1.7549284111200536, 0.14235829529247984, 48, 22.272527721564042, 94, 'Low Risk'),
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(182017, 65, 18, '17:46.2', 36.09454814253336, 98.25872393779386, 119, 82, 42, 'Male', 94.40461732073604, 1.8978222486391751, 0.064276547, 37, 26.210914198968542, 94.33333333333333, 'Low Risk'),
(182018, 71, 16, '16:46.2', 37.237811922894444, 97.91992691510906, 111, 88, 70, 'Male', 83.84685986425538, 1.8770247798843094, 0.053927975, 23, 23.798346878499775, 95.66666666666667, 'Low Risk'),
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(182021, 73, 17, '13:46.2', 36.89348201673222, 99.86127430007717, 131, 84, 47, 'Male', 59.159405887919505, 1.8514169717807052, 0.054836202, 47, 17.258987842175337, 99.66666666666667, 'High Risk'),
(182022, 82, 16, '12:46.2', 36.911960535781965, 96.34678317320184, 131, 87, 36, 'Female', 86.89012008680388, 1.5804843813644702, 0.11154303776092847, 44, 34.784837639683275, 101.66666666666667, 'High Risk'),
(182023, 78, 19, '11:46.2', 36.80393976514742, 98.72379031793767, 125, 80, 45, 'Female', 50.755518634623606, 1.7154979063418554, 0.070399357, 45, 17.24657594, 95, 'High Risk'),
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(182027, 86, 15, '07:46.2', 36.73719035357835, 95.64287792031877, 136, 82, 89, 'Female', 83.95792420314001, 1.8869294888768318, 0.1165126902863253, 54, 23.580355544051635, 100, 'Low Risk'),
(182028, 92, 16, '06:46.2', 37.46139499268794, 97.67772392451762, 136, 85, 49, 'Male', 67.31055430875928, 1.5576051835408096, 0.078492114, 51, 27.74395679172741, 102, 'High Risk'),
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(182030, 60, 14, '04:46.2', 36.42909613378479, 96.51578233728462, 114, 79, 67, 'Female', 83.61112576937292, 1.771919161, 0.14103853759717544, 35, 26.63031244601652, 90.66666666666667, 'Low Risk'),
(182031, 90, 12, '03:46.2', 36.21988894356391, 99.18133537575083, 118, 88, 19, 'Female', 66.34628735059415, 1.829893794845849, 0.099348449, 30, 19.813666850210335, 98, 'Low Risk'),
(182032, 60, 17, '02:46.2', 36.76928865539273, 97.23629161357255, 127, 81, 19, 'Female', 88.46108614401726, 1.5068497320018042, 0.054428069652796666, 46, 38.95941051, 96.33333333333333, 'High Risk'),
(182033, 99, 18, '01:46.2', 36.08790493073655, 98.21980126230223, 115, 74, 72, 'Female', 91.64932605654698, 1.6763684079684873, 0.12103120665832412, 41, 32.612969195901535, 87.66666666666667, 'High Risk'),
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(182123, 76, 14, '31:46.2', 37.20554727859454, 97.47033305, 121, 84, 80, 'Male', 94.36483276501262, 1.831587419492378, 0.095108435, 37, 28.129037424640792, 96.33333333333333, 'Low Risk'),
(182124, 85, 19, '30:46.2', 36.375498399143844, 95.32365978453295, 120, 87, 63, 'Female', 71.2597153, 1.7052899591172874, 0.068112058, 33, 24.504599739733308, 98, 'Low Risk'),
(182125, 67, 16, '29:46.2', 36.162634342258045, 96.61258038131777, 139, 86, 39, 'Female', 98.35846387293026, 1.8636700606256895, 0.088545116, 53, 28.318723986662807, 103.66666666666666, 'Low Risk'),
(182126, 87, 13, '28:46.2', 37.310289246287816, 98.05536278190596, 116, 85, 59, 'Male', 66.00311597128855, 1.911431970362329, 0.13029470658356196, 31, 18.065365283038048, 95.33333333333333, 'High Risk'),
(182127, 70, 18, '27:46.2', 36.05369007103125, 98.83296578683888, 125, 85, 48, 'Male', 70.00344476209222, 1.8964677711581435, 0.06457829, 40, 19.463837864487445, 98.33333333333333, 'Low Risk'),
(182128, 92, 19, '26:46.2', 36.22694175760714, 99.50472639593053, 111, 76, 19, 'Female', 65.63193014609308, 1.5704883263757643, 0.054857366407368074, 35, 26.610053719242774, 87.66666666666667, 'High Risk'),
(182129, 60, 13, '25:46.2', 36.53155807643749, 96.78959186716668, 116, 88, 36, 'Male', 98.64936478167274, 1.866121901, 0.12201634241855212, 28, 28.32789301, 97.33333333333333, 'Low Risk'),
(182130, 94, 18, '24:46.2', 36.68017162853948, 97.47723914271981, 118, 73, 28, 'Female', 78.84531043042978, 1.5943148812924428, 0.051194909, 45, 31.01899107, 88, 'High Risk'),
(182131, 61, 13, '23:46.2', 36.50852044927702, 96.63643754, 133, 88, 73, 'Male', 95.88310560592807, 1.5724638666404622, 0.084649788, 45, 38.77758360422469, 103, 'High Risk'),
(182132, 79, 17, '22:46.2', 36.59554772800378, 96.94674952793731, 135, 81, 69, 'Male', 70.69669552234237, 1.8134761318770647, 0.054258656, 54, 21.496879730525087, 99, 'Low Risk'),
(182133, 99, 15, '21:46.2', 37.43137493718434, 97.580513, 133, 77, 44, 'Male', 88.15830837342034, 1.9346044305790588, 0.14632605801389684, 56, 23.554771306619184, 95.66666666666666, 'High Risk'),
(182134, 93, 19, '20:46.2', 37.307294065699544, 99.29383719738786, 110, 85, 42, 'Male', 92.61246846055093, 1.8830871531702769, 0.12471691949141882, 25, 26.117320516702847, 93.33333333333333, 'High Risk'),
(182135, 66, 19, '19:46.2', 37.003288010111696, 98.98922398223633, 125, 72, 73, 'Male', 57.42222523, 1.7519539200913044, 0.085863655, 53, 18.70831440988102, 89.66666666666666, 'Low Risk'),
(182136, 77, 18, '18:46.2', 37.060000786636365, 99.66596808542262, 111, 86, 61, 'Male', 55.73820890376346, 1.725416907883937, 0.058846893, 25, 18.722546157046327, 94.33333333333333, 'Low Risk'),
(182137, 64, 12, '17:46.2', 36.59643084, 98.63559286022173, 123, 89, 88, 'Male', 61.102001650945866, 1.801406382512135, 0.11601918639821936, 34, 18.82920758108048, 100.33333333333333, 'Low Risk'),
(182138, 80, 19, '16:46.2', 36.483954082001226, 99.41694056621347, 134, 76, 32, 'Male', 99.46013502770238, 1.5172366171197738, 0.14613006835557843, 58, 43.205836075809245, 95.33333333333333, 'High Risk'),
(182139, 91, 18, '15:46.2', 37.03335107198354, 98.69757420798786, 133, 72, 74, 'Male', 81.32182283150934, 1.9527167752330663, 0.14783195071636818, 61, 21.32694212710499, 92.33333333333333, 'High Risk'),
(182140, 99, 18, '14:46.2', 36.57122708272172, 96.24326399725429, 119, 77, 55, 'Male', 89.15236852248205, 1.9182304782194333, 0.11497572867402098, 42, 24.228766885621692, 91, 'High Risk'),
(182141, 77, 15, '13:46.2', 37.10862138681972, 99.44833368909696, 128, 74, 28, 'Male', 92.22593391, 1.9151534558109127, 0.061266456108544025, 54, 25.144667942591507, 92, 'Low Risk'),
(182142, 87, 19, '12:46.2', 36.77610241720631, 95.80482036898228, 125, 71, 77, 'Male', 98.59877076192856, 1.5123059140404917, 0.11181851892521655, 54, 43.11140726560438, 89, 'High Risk'),
(182143, 80, 14, '11:46.2', 36.07322336550731, 97.74746797195674, 129, 78, 42, 'Male', 88.57946928723521, 1.6955977721671391, 0.14055924301553152, 51, 30.80969502318513, 95, 'High Risk'),
(182144, 60, 18, '10:46.2', 37.48560750868242, 96.18819678303947, 115, 87, 27, 'Female', 78.62300611337436, 1.6539771637251366, 0.11843528932021304, 28, 28.74025564283545, 96.33333333333333, 'Low Risk'),
(182145, 90, 17, '09:46.2', 36.67303182, 99.98814660472334, 127, 84, 50, 'Male', 57.909404470413676, 1.9717366278062434, 0.1462658026752482, 43, 14.895369825796505, 98.33333333333333, 'High Risk'),
(182146, 78, 18, '08:46.2', 37.094454443627484, 95.74893692737854, 135, 85, 80, 'Female', 53.62666849953073, 1.5048308207932197, 0.096157441, 50, 23.68129580648455, 101.66666666666666, 'Low Risk'),
(182147, 82, 13, '07:46.2', 37.07307232205441, 96.47494118439656, 119, 85, 35, 'Female', 89.53753948987949, 1.955835042965445, 0.070367144, 34, 23.40672805126997, 96.33333333333333, 'Low Risk'),
(182148, 68, 14, '06:46.2', 36.86660071471954, 95.40017176730171, 130, 83, 43, 'Male', 60.300471100315974, 1.5516819408001963, 0.111684212, 47, 25.04466885937381, 98.66666666666667, 'Low Risk'),
(182149, 83, 18, '05:46.2', 36.18084954754136, 95.20044921523599, 116, 83, 69, 'Male', 82.65250114934693, 1.9712674885032881, 0.091169389, 33, 21.26987226, 94, 'Low Risk'),
(182150, 91, 15, '04:46.2', 37.405077220377805, 96.41598874, 134, 79, 73, 'Male', 94.40600106651995, 1.9109783386184878, 0.09790584, 55, 25.851638440801366, 97.33333333333333, 'High Risk'),
(182151, 79, 13, '03:46.2', 36.24352723197829, 96.99164616842904, 118, 81, 68, 'Female', 86.69118583637601, 1.5690302969678556, 0.13827373726083794, 37, 35.21375063070627, 93.33333333333333, 'High Risk'),
(182152, 77, 19, '02:46.2', 36.14070433717182, 97.49295581273013, 116, 81, 34, 'Female', 56.68745760165274, 1.5757795062900217, 0.085515452, 35, 22.82948337343481, 92.66666666666667, 'Low Risk'),
(182153, 79, 17, '01:46.2', 36.59416438896614, 96.34598842374159, 117, 82, 71, 'Female', 71.67106884, 1.7327169463866687, 0.1363929615453187, 35, 23.871990632442596, 93.66666666666667, 'Low Risk'),
(182154, 78, 12, '00:46.2', 36.052872162428656, 97.06141593169923, 132, 83, 88, 'Female', 52.909894907406645, 1.6603905708083675, 0.088150612, 49, 19.191829738897926, 99.33333333333333, 'Low Risk'),
(182155, 86, 13, '59:46.2', 36.607487422784594, 95.41370858286588, 110, 72, 80, 'Female', 77.29025672115333, 1.6335344761048434, 0.11090164888224029, 38, 28.96464034649636, 84.66666666666667, 'Low Risk'),
(182156, 84, 17, '58:46.2', 36.38336537895552, 98.61907232765621, 129, 77, 28, 'Female', 98.53031217560941, 1.8645713325524307, 0.12650199478619534, 52, 28.340783556256145, 94.33333333333333, 'Low Risk'),
(182157, 72, 12, '57:46.2', 36.24680181682993, 95.6536132, 130, 75, 52, 'Male', 83.83376794245447, 1.5445695440443594, 0.12080840970195426, 55, 35.14018567256785, 93.33333333333333, 'High Risk'),
(182158, 90, 16, '56:46.2', 37.31195342392172, 97.61423958, 129, 79, 77, 'Male', 93.75852935, 1.595411048217987, 0.12404366861556078, 50, 36.83541746454952, 95.66666666666666, 'High Risk'),
(182159, 93, 16, '55:46.2', 36.23610888835043, 99.32347018248807, 131, 87, 39, 'Male', 68.08541151678351, 1.804457218082362, 0.087452154, 44, 20.910330015983146, 101.66666666666667, 'High Risk'),
(182160, 87, 16, '54:46.2', 36.12038347748522, 95.29540132, 134, 75, 29, 'Male', 67.58810017237182, 1.8526657427209758, 0.149540084, 59, 19.691377443767614, 94.66666666666666, 'Low Risk'),
(182161, 66, 14, '53:46.2', 36.75509575046951, 97.00621706777125, 137, 77, 63, 'Female', 75.62609985, 1.5981544702925494, 0.072882023, 60, 29.609712865937084, 97, 'Low Risk'),
(182162, 82, 18, '52:46.2', 37.431497901014325, 96.43239650451636, 136, 85, 86, 'Male', 95.04920582369704, 1.6354471849248762, 0.13297180359795596, 51, 35.53656493059383, 102, 'High Risk'),
(182163, 85, 17, '51:46.2', 36.82195114383638, 95.1610838, 122, 79, 41, 'Female', 99.05659362840231, 1.8411085820412711, 0.10785252100699214, 43, 29.222985630642498, 93.33333333333333, 'Low Risk'),
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(182166, 60, 18, '48:46.2', 36.28646298, 97.62972764583704, 124, 84, 25, 'Female', 75.58488163995997, 1.9795419187909291, 0.089774736, 40, 19.28881428736163, 97.33333333333333, 'Low Risk'),
(182167, 61, 17, '47:46.2', 36.393292755216386, 95.42702230890454, 126, 70, 85, 'Male', 97.83271879962746, 1.6103718902023239, 0.091749242, 56, 37.72521821860505, 88.66666666666666, 'High Risk'),
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(182169, 77, 12, '45:46.2', 37.29017097702306, 98.01272536350365, 138, 86, 36, 'Male', 62.292096289560114, 1.8565905190885648, 0.13052266301252619, 52, 18.071769953938425, 103.33333333333333, 'High Risk'),
(182170, 63, 19, '44:46.2', 36.405958692119064, 99.91724055676254, 126, 88, 21, 'Female', 66.54770360111178, 1.910031533237875, 0.11471456650638663, 38, 18.24114095294243, 100.66666666666667, 'High Risk'),
(182171, 73, 12, '43:46.2', 36.17105615076792, 99.43759769361763, 121, 86, 53, 'Male', 92.62729759585008, 1.908050639842358, 0.1061236808325614, 35, 25.442465846886392, 97.66666666666667, 'Low Risk'),
(182172, 68, 18, '42:46.2', 36.69394888, 95.73504059946669, 124, 86, 49, 'Female', 80.27786975, 1.9892505215242728, 0.12259523493649087, 38, 20.286955584753674, 98.66666666666667, 'Low Risk'),
(182173, 80, 15, '41:46.2', 36.68418855, 96.35659350915002, 133, 83, 88, 'Female', 54.19547265979689, 1.646714320836137, 0.079382835, 50, 19.986027630086443, 99.66666666666666, 'Low Risk'),
(182174, 89, 13, '40:46.2', 37.481899469837515, 98.94640351725475, 119, 75, 72, 'Male', 69.04355314048817, 1.7170935489948413, 0.056929884381200925, 44, 23.417213734076498, 89.66666666666667, 'Low Risk'),
(182175, 78, 17, '39:46.2', 37.27369497275096, 97.8338687, 128, 74, 69, 'Male', 64.92328450357579, 1.9047424427099213, 0.12028605774015348, 54, 17.894845973373574, 92, 'High Risk'),
(182176, 91, 12, '38:46.2', 36.097690496134625, 99.60453176667387, 111, 86, 83, 'Male', 89.20923813342692, 1.7786037759361601, 0.063603201, 25, 28.20014948495201, 94.33333333333333, 'High Risk'),
(182177, 64, 19, '37:46.2', 36.841309100720395, 95.83154150542723, 116, 75, 57, 'Female', 98.2075822, 1.9583058376696667, 0.076287707, 41, 25.608490645086814, 88.66666666666667, 'Low Risk'),
(182178, 60, 12, '36:46.2', 36.55669026400844, 95.46408462427046, 125, 80, 75, 'Female', 51.65276295472428, 1.7536201372301097, 0.059699065653948835, 45, 16.796643684927933, 95, 'High Risk'),
(182179, 95, 18, '35:46.2', 36.45773624443491, 98.13395055031242, 117, 87, 73, 'Female', 72.08034653343425, 1.6632491426964955, 0.13642655369340645, 30, 26.055670251295883, 97, 'High Risk'),
(182180, 62, 18, '34:46.2', 37.17340787367655, 96.67483207, 137, 71, 77, 'Male', 68.74483896822753, 1.6321525735603233, 0.081200632, 66, 25.805875083766278, 93, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(182182, 72, 13, '32:46.2', 36.58501247478041, 98.84546601579935, 128, 82, 23, 'Female', 99.54881724432244, 1.980233642504012, 0.12648005905461934, 46, 25.386523729581576, 97.33333333333333, 'Low Risk'),
(182183, 94, 19, '31:46.2', 37.34851779136865, 96.90566824138895, 116, 87, 81, 'Female', 68.56711495313967, 1.7286082062414017, 0.053382704, 29, 22.946831973699506, 96.66666666666667, 'High Risk'),
(182184, 90, 19, '30:46.2', 36.803854386256674, 96.47266173, 110, 85, 23, 'Female', 84.48062046213454, 1.783663381621294, 0.14737806157555533, 25, 26.554082612240087, 93.33333333333333, 'Low Risk'),
(182185, 93, 18, '29:46.2', 36.83279288495286, 99.87616244621643, 125, 86, 61, 'Female', 92.59706326940473, 1.8391503799321929, 0.12203619739576163, 39, 27.375542275922943, 99, 'High Risk'),
(182186, 63, 16, '28:46.2', 36.535980870167286, 96.72250318195661, 114, 77, 64, 'Female', 97.62146661084178, 1.6967258117739596, 0.09248137, 37, 33.90954751216608, 89.33333333333333, 'High Risk'),
(182187, 79, 13, '27:46.2', 37.07602687553857, 99.41655044438437, 127, 83, 54, 'Male', 81.61436129, 1.7214512088168674, 0.051112399, 44, 27.540837975035323, 97.66666666666667, 'Low Risk'),
(182188, 82, 13, '26:46.2', 36.83763991050869, 95.95063360899621, 133, 85, 32, 'Male', 85.78769100124507, 1.770842604750849, 0.1278733135738507, 48, 27.35678482910318, 101, 'Low Risk'),
(182189, 83, 14, '25:46.2', 36.20315554, 99.18676642, 129, 89, 85, 'Female', 91.59160893, 1.7107238954185755, 0.099102626, 40, 31.296505274905986, 102.33333333333333, 'High Risk'),
(182190, 85, 18, '24:46.2', 36.77923278328683, 99.32247196847314, 114, 73, 21, 'Male', 94.31220853988764, 1.8051747488923966, 0.091995498, 41, 28.94205837789142, 86.66666666666667, 'Low Risk'),
(182191, 79, 17, '23:46.2', 36.78241427039135, 99.15370864253093, 115, 78, 80, 'Female', 86.67729016858135, 1.597640477161325, 0.11501774975588172, 37, 33.958399645642224, 90.33333333333333, 'High Risk'),
(182192, 88, 14, '22:46.2', 37.07814140359165, 95.42898729, 138, 72, 55, 'Male', 53.24930706898632, 1.976659732679258, 0.079822146, 66, 13.628565016126597, 94, 'High Risk'),
(182193, 89, 12, '21:46.2', 36.14927407720681, 98.89939747271985, 124, 80, 79, 'Male', 64.30284146681359, 1.8221976253416896, 0.066091081, 44, 19.365968077559064, 94.66666666666667, 'Low Risk'),
(182194, 70, 12, '20:46.2', 36.177266288558464, 98.01592723335736, 137, 88, 83, 'Female', 68.47608094787024, 1.768971782608558, 0.086122139, 49, 21.882507492642215, 104.33333333333333, 'Low Risk'),
(182195, 99, 14, '19:46.2', 36.98546321073818, 99.23910481214038, 112, 87, 76, 'Female', 58.13443445802011, 1.5932376566163755, 0.068529033, 25, 22.901942864942914, 95.33333333333333, 'High Risk'),
(182196, 71, 19, '18:46.2', 36.20884571739815, 95.58745365227307, 133, 77, 80, 'Female', 80.34163193, 1.9922068073563022, 0.11270037228932168, 56, 20.242857110789014, 95.66666666666666, 'Low Risk'),
(182197, 85, 17, '17:46.2', 36.39620561, 95.23694698868424, 136, 72, 34, 'Male', 63.91199283369548, 1.8267975825344687, 0.1336339466896848, 64, 19.151443034377888, 93.33333333333333, 'Low Risk'),
(182198, 60, 18, '16:46.2', 37.01562831118131, 97.62666800696252, 112, 86, 33, 'Female', 78.33085348110006, 1.6931475892677268, 0.095847854, 26, 27.323933858524082, 94.66666666666667, 'Low Risk'),
(182199, 65, 15, '15:46.2', 37.297022993431355, 96.74720945471132, 132, 87, 80, 'Female', 68.57118971707104, 1.5566434878820283, 0.145215599, 45, 28.29849677556633, 102, 'Low Risk'),
(182200, 60, 19, '14:46.2', 36.86614720022283, 96.43054072236572, 123, 84, 88, 'Female', 68.74681141344396, 1.751211423431437, 0.056359495468404144, 39, 22.416891852223156, 97, 'Low Risk'),
(182201, 73, 15, '13:46.2', 36.792986081955746, 95.65221044985411, 135, 88, 48, 'Female', 69.73832993415766, 1.6289157700037185, 0.068447551, 47, 26.282960789605216, 103.66666666666667, 'Low Risk'),
(182202, 96, 15, '12:46.2', 37.417658452904504, 99.17735468, 133, 70, 41, 'Male', 87.39096652, 1.8056303236015512, 0.052789773, 63, 26.804571150493906, 91, 'High Risk'),
(182203, 67, 14, '11:46.2', 37.31566586010544, 95.53639717440413, 130, 84, 22, 'Female', 60.75233028305463, 1.6039830508903923, 0.081364183, 46, 23.613664644500332, 99.33333333333333, 'Low Risk'),
(182204, 61, 15, '10:46.2', 37.12210554040402, 98.16955142471376, 123, 72, 87, 'Male', 62.131956181438106, 1.9064506850509741, 0.065277906, 51, 17.094794165685585, 89, 'High Risk'),
(182205, 73, 13, '09:46.2', 36.66699735946202, 96.27789065559622, 116, 83, 25, 'Male', 84.56065638237945, 1.7471177047177047, 0.10477588699033474, 33, 27.70282228133136, 94, 'Low Risk'),
(182206, 90, 17, '08:46.2', 36.26400664013063, 98.15258434151497, 112, 74, 82, 'Male', 77.25416930838298, 1.7987200648999955, 0.1351273831824317, 38, 23.87782519463068, 86.66666666666667, 'Low Risk'),
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(182382, 94, 16, '12:46.2', 36.15025032, 96.40830168299352, 127, 79, 83, 'Female', 83.65959065, 1.5485890090649579, 0.091802063, 48, 34.88537454, 95, 'High Risk'),
(182383, 98, 14, '11:46.2', 37.39933215692001, 96.38745472323546, 111, 70, 37, 'Female', 77.69119981560645, 1.7629496353670975, 0.080230936, 41, 24.99723757106549, 83.66666666666667, 'High Risk'),
(182384, 80, 19, '10:46.2', 37.4438624, 97.47099738574083, 133, 70, 78, 'Female', 50.01494575, 1.525282159701482, 0.073258448, 63, 21.49806744, 91, 'Low Risk'),
(182385, 88, 14, '09:46.2', 36.24791107, 97.93197050875101, 110, 80, 81, 'Male', 61.830675136228145, 1.9527147327010703, 0.1371870907369141, 30, 16.215352079214593, 90, 'High Risk'),
(182386, 69, 12, '08:46.2', 37.34169652614563, 98.04306219039657, 121, 81, 43, 'Male', 62.127295787885025, 1.531223400998166, 0.13260850589770806, 40, 26.497526507588717, 94.33333333333333, 'Low Risk'),
(182387, 84, 12, '07:46.2', 37.17458602747992, 97.80536225243628, 110, 73, 27, 'Male', 97.86169557807546, 1.9841374435586658, 0.072010316, 37, 24.858174380873944, 85.33333333333333, 'Low Risk'),
(182388, 94, 14, '06:46.2', 37.04271656040102, 96.62317471026985, 111, 82, 63, 'Male', 61.08683047120985, 1.6255609213906599, 0.078454392, 29, 23.117511990538453, 91.66666666666667, 'High Risk'),
(182389, 86, 18, '05:46.2', 36.99069619469364, 97.647246, 130, 87, 34, 'Female', 69.79922511073205, 1.8988216642614408, 0.10244826993697981, 43, 19.358969923143547, 101.33333333333333, 'Low Risk'),
(182390, 68, 12, '04:46.2', 36.821003093909134, 98.31013002, 127, 79, 50, 'Male', 91.48851011784842, 1.6423471589094463, 0.081937354, 48, 33.91849923498232, 95, 'High Risk'),
(182391, 87, 18, '03:46.2', 36.56024408029537, 99.28643801, 114, 89, 83, 'Male', 61.34195819766459, 1.5042138729626608, 0.10438235511490394, 25, 27.110557982699856, 97.33333333333333, 'Low Risk'),
(182392, 95, 16, '02:46.2', 36.804533828942404, 97.16046395459202, 119, 83, 74, 'Male', 77.31368296882434, 1.6775258653203902, 0.095514121, 36, 27.47374808759358, 95, 'High Risk'),
(182393, 89, 17, '01:46.2', 37.12558309147613, 97.00684976739308, 133, 71, 49, 'Female', 97.13512273727481, 1.8073144169580773, 0.064410484, 62, 29.737802123839025, 91.66666666666666, 'Low Risk'),
(182394, 96, 19, '00:46.2', 36.234414839843886, 98.77641001, 123, 79, 78, 'Male', 92.65744068140174, 1.6294387015601506, 0.065446472, 44, 34.898297918874285, 93.66666666666667, 'High Risk'),
(182395, 64, 15, '59:46.2', 37.24278935833725, 96.07499129277603, 113, 71, 82, 'Male', 55.22050509562885, 1.9522295248039707, 0.1473115621329475, 42, 14.489006977574995, 85, 'High Risk'),
(182396, 95, 13, '58:46.2', 36.82543918189657, 97.37293895933317, 110, 89, 47, 'Male', 79.71006982, 1.5902606227997078, 0.076393347, 21, 31.51930109357934, 96, 'High Risk'),
(182397, 72, 12, '57:46.2', 36.838833972923034, 96.89750377220416, 133, 73, 22, 'Male', 72.49446551752561, 1.6157395892202808, 0.1440279849649373, 60, 27.769120157047745, 93, 'Low Risk'),
(182398, 67, 15, '56:46.2', 37.18118755537795, 97.02210017, 122, 89, 28, 'Male', 77.31816085191805, 1.8592293409660938, 0.084006674, 33, 22.36740420749528, 100, 'Low Risk'),
(182399, 62, 14, '55:46.2', 37.10789552536309, 98.68306547230966, 119, 71, 43, 'Female', 91.26708214807165, 1.5189030172207645, 0.14999492686673604, 48, 39.55979901943478, 87, 'High Risk'),
(182400, 81, 13, '54:46.2', 36.18558529559669, 99.5992678, 115, 72, 25, 'Male', 92.24195077046144, 1.9565843946550006, 0.075101325, 43, 24.095242878205205, 86.33333333333333, 'Low Risk'),
(182401, 97, 15, '53:46.2', 37.098946893665484, 97.93090019639403, 122, 83, 71, 'Female', 94.54189610330522, 1.8591376920525355, 0.12457661737240848, 39, 27.35276262040688, 96, 'High Risk'),
(182402, 92, 12, '52:46.2', 37.46732658994718, 95.10157498359433, 138, 89, 50, 'Female', 98.63997789, 1.7818848181132805, 0.12365444297180217, 49, 31.06659895275263, 105.33333333333333, 'High Risk'),
(182403, 77, 16, '51:46.2', 36.54233052653284, 99.40006670318904, 139, 71, 74, 'Female', 99.17678363, 1.7132171824299727, 0.078271146, 68, 33.789765428393785, 93.66666666666666, 'High Risk'),
(182404, 94, 18, '50:46.2', 36.500531447094794, 99.94890244870426, 132, 83, 23, 'Male', 97.50490697326549, 1.5742825934758007, 0.062648825, 49, 39.34242133757258, 99.33333333333333, 'High Risk'),
(182405, 81, 19, '49:46.2', 37.00929941005501, 98.70819679936632, 128, 79, 64, 'Female', 57.173695214558805, 1.9631214891115256, 0.051445686, 49, 14.835490441564922, 95.33333333333333, 'High Risk'),
(182406, 75, 13, '48:46.2', 36.26079430658187, 97.73745613170595, 118, 78, 72, 'Female', 83.96697436235007, 1.6358753399493207, 0.085561883, 40, 31.37675978917593, 91.33333333333333, 'High Risk'),
(182407, 62, 19, '47:46.2', 37.21401075107298, 95.86891023, 113, 89, 18, 'Male', 90.31504021121174, 1.7348382708486487, 0.13859020568030367, 24, 30.008348251708643, 97, 'High Risk'),
(182408, 70, 19, '46:46.2', 36.24622563628445, 96.60506449692076, 129, 74, 29, 'Male', 90.68428183, 1.6055819174313066, 0.058805383994032116, 55, 35.17767087361297, 92.33333333333333, 'High Risk'),
(182409, 85, 12, '45:46.2', 36.79212638831847, 96.90286440734435, 124, 72, 60, 'Female', 88.31822453580563, 1.5459985883933185, 0.12824218601962034, 52, 36.95150604302126, 89.33333333333333, 'High Risk'),
(182410, 89, 12, '44:46.2', 36.68863984057428, 97.96360218104688, 117, 78, 76, 'Female', 87.38212116631232, 1.5908850219880126, 0.11163667342619552, 39, 34.52589908291463, 91, 'High Risk'),
(182411, 67, 14, '43:46.2', 37.057670531600714, 99.53059862356774, 110, 70, 82, 'Male', 82.51658160797582, 1.8961909292247898, 0.1311011775254791, 40, 22.94970454737837, 83.33333333333333, 'Low Risk'),
(182412, 74, 15, '42:46.2', 36.43112695421248, 95.39232611141654, 127, 78, 29, 'Male', 57.20087807, 1.7865281425221426, 0.069698367, 49, 17.92185551690062, 94.33333333333333, 'High Risk'),
(182413, 68, 17, '41:46.2', 36.769233682902325, 95.27961473302058, 122, 71, 36, 'Female', 65.43519235, 1.8636722654512317, 0.12467296023613073, 51, 18.83962695026566, 88, 'Low Risk'),
(182414, 64, 18, '40:46.2', 36.49956367846478, 99.86613791385724, 111, 80, 39, 'Female', 87.60849553533066, 1.701036616180152, 0.14257593573214422, 31, 30.277422275510414, 90.33333333333333, 'High Risk'),
(182415, 99, 13, '39:46.2', 37.33462446385156, 95.05570493331001, 122, 84, 65, 'Female', 78.04321398211259, 1.5594028287988921, 0.12597786800169664, 38, 32.09360556923762, 96.66666666666667, 'High Risk'),
(182416, 90, 19, '38:46.2', 37.10005338763265, 98.75740096169567, 112, 71, 73, 'Female', 50.77619301501681, 1.5150557294173956, 0.14239601806627558, 41, 22.120906493726757, 84.66666666666667, 'Low Risk'),
(182417, 72, 17, '37:46.2', 36.16893292129604, 98.61377452, 128, 79, 33, 'Female', 51.418279446914084, 1.9629764819094038, 0.060945050835549464, 49, 13.344040376560233, 95.33333333333333, 'High Risk'),
(182418, 94, 14, '36:46.2', 37.47027778511943, 97.20830378185549, 113, 89, 40, 'Male', 67.16691487116402, 1.5039397558703549, 0.091231755, 24, 29.695765220909767, 97, 'High Risk'),
(182419, 61, 19, '35:46.2', 36.41011949606255, 98.48095048616274, 131, 86, 58, 'Male', 64.38451616760291, 1.844048397309547, 0.053278843, 45, 18.933757325919217, 101, 'Low Risk'),
(182420, 86, 15, '34:46.2', 37.27256547340125, 98.80689375957468, 132, 87, 52, 'Male', 87.63235718105271, 1.581412114648611, 0.061540486, 45, 35.04082889, 102, 'High Risk'),
(182421, 90, 16, '33:46.2', 36.626184284128634, 97.43209287482246, 123, 70, 19, 'Male', 57.16053483059267, 1.5961340597962357, 0.058640855759949095, 53, 22.436626250627555, 87.66666666666666, 'Low Risk'),
(182422, 71, 13, '32:46.2', 36.478795569837764, 99.33114473973035, 111, 71, 45, 'Female', 89.36196116, 1.7196005485402055, 0.072255822, 40, 30.220214416813008, 84.33333333333333, 'High Risk'),
(182423, 66, 12, '31:46.2', 36.33952191237441, 98.24932090055974, 125, 86, 28, 'Male', 61.19022384868237, 1.6351179530841695, 0.12755001811620909, 39, 22.88673641960899, 99, 'Low Risk'),
(182424, 79, 13, '30:46.2', 36.42313441852214, 95.43381518710302, 125, 70, 59, 'Female', 79.66314677660569, 1.9701984070968623, 0.10082109318149866, 55, 20.522843353424705, 88.33333333333333, 'Low Risk'),
(182425, 99, 14, '29:46.2', 36.815040568695636, 96.16626677476526, 137, 77, 44, 'Female', 80.08480249272515, 1.9613806856738831, 0.13153929313526297, 60, 20.817391995805078, 97, 'High Risk'),
(182426, 73, 14, '28:46.2', 36.62029411121701, 99.31613675, 111, 78, 50, 'Male', 77.85762693, 1.912473618303951, 0.14376410628336048, 33, 21.28679395956531, 89, 'Low Risk'),
(182427, 66, 12, '27:46.2', 36.36555943049001, 99.38252256050602, 134, 78, 53, 'Male', 59.338106721234375, 1.7778438814067452, 0.12591392, 56, 18.773551678927898, 96.66666666666666, 'Low Risk'),
(182428, 87, 19, '26:46.2', 36.054402110795145, 98.01382838562313, 113, 87, 55, 'Male', 50.96166007605759, 1.5459694357160407, 0.056673877, 26, 21.32267854400573, 95.66666666666667, 'Low Risk'),
(182429, 88, 16, '25:46.2', 36.93751901944557, 98.84579709765474, 122, 71, 53, 'Male', 53.963741280844694, 1.861794880713232, 0.085520315, 51, 15.568199485338878, 88, 'High Risk'),
(182430, 74, 12, '24:46.2', 36.88410734795948, 96.21439515, 125, 89, 86, 'Female', 70.55553151298253, 1.6957467618070747, 0.099518244, 36, 24.536300113571773, 101, 'Low Risk'),
(182431, 98, 16, '23:46.2', 36.41008096837103, 96.96416864, 115, 84, 23, 'Male', 80.47523841, 1.7835060341773628, 0.11115481619145688, 31, 25.299568023872542, 94.33333333333333, 'High Risk'),
(182432, 67, 17, '22:46.2', 37.461406108499354, 95.11785797995643, 125, 81, 89, 'Male', 84.42734535921647, 1.9576150847250986, 0.14583525453356855, 44, 22.030711751846162, 95.66666666666667, 'Low Risk'),
(182433, 69, 16, '21:46.2', 36.30517343586968, 95.09545942050622, 137, 77, 43, 'Male', 98.09702731988054, 1.76815408, 0.062666355, 60, 31.37730447653424, 97, 'High Risk'),
(182434, 67, 15, '20:46.2', 36.80125301595494, 96.01703662640469, 113, 80, 62, 'Female', 87.36443965573108, 1.938203672291044, 0.11238247301741369, 33, 23.256045667101315, 91, 'Low Risk'),
(182435, 89, 14, '19:46.2', 36.65463077, 97.88105798949027, 136, 85, 68, 'Female', 56.00388884763663, 1.9827006613033957, 0.08434143, 51, 14.246358933595026, 102, 'High Risk'),
(182436, 81, 12, '18:46.2', 37.283867610638644, 95.60168642054651, 124, 70, 36, 'Male', 50.48599656179514, 1.6725882247397656, 0.12201621402844595, 54, 18.046494913918394, 88, 'High Risk'),
(182437, 73, 16, '17:46.2', 36.269908311792996, 96.22888036305939, 126, 73, 82, 'Female', 53.27494119814468, 1.8109778579119225, 0.11253225657840044, 53, 16.244139043561603, 90.66666666666666, 'High Risk'),
(182438, 98, 14, '16:46.2', 37.09065799337086, 98.98461886569918, 127, 81, 42, 'Male', 94.55680949555438, 1.7967210194771666, 0.098088878, 46, 29.290818844824944, 96.33333333333333, 'High Risk'),
(182439, 69, 13, '15:46.2', 36.131641015532445, 95.98739617213424, 139, 79, 52, 'Male', 87.20191851279719, 1.8811755862426849, 0.080082999, 60, 24.641513110180355, 99, 'Low Risk'),
(182440, 96, 19, '14:46.2', 36.37933357207582, 99.94700007849417, 126, 80, 85, 'Female', 51.01336903, 1.7310609025994932, 0.13788485415198953, 46, 17.02390985734296, 95.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(182441, 61, 14, '13:46.2', 37.06167553945041, 99.53143520321026, 122, 76, 28, 'Female', 89.91509471612233, 1.6389868772551788, 0.076005934, 46, 33.471999271064746, 91.33333333333333, 'High Risk'),
(182442, 75, 12, '12:46.2', 36.354729937492564, 98.02252027733964, 112, 84, 44, 'Female', 99.66127399175781, 1.6062688198523403, 0.089826762, 28, 38.626910766915884, 93.33333333333333, 'High Risk'),
(182443, 93, 16, '11:46.2', 37.09259179243829, 99.58921915, 128, 76, 67, 'Male', 75.92912864127487, 1.5360151846919423, 0.11324942248696361, 52, 32.18232363085395, 93.33333333333333, 'High Risk'),
(182444, 82, 19, '10:46.2', 36.68284910765343, 96.73183105193847, 126, 73, 54, 'Female', 64.47843065628534, 1.6367120203789587, 0.058552228, 53, 24.06965772919168, 90.66666666666666, 'Low Risk'),
(182445, 76, 14, '09:46.2', 36.99371942720484, 99.10609654740769, 115, 82, 34, 'Female', 77.51556037, 1.539837251374701, 0.13162883975819856, 33, 32.69183116873295, 93, 'High Risk'),
(182446, 79, 19, '08:46.2', 36.18111498789784, 96.96839864049647, 117, 71, 20, 'Female', 80.46601576147921, 1.6727300213534728, 0.10581448783957387, 46, 28.75814009198947, 86.33333333333333, 'Low Risk'),
(182447, 83, 19, '07:46.2', 36.02579604052013, 97.42775366495258, 122, 87, 55, 'Male', 81.76910732951214, 1.519206020087998, 0.078491494, 35, 35.42875664264471, 98.66666666666667, 'High Risk'),
(182448, 66, 18, '06:46.2', 37.113027580712036, 97.75755588, 116, 75, 38, 'Female', 75.91146769, 1.7826447099195317, 0.050111867, 41, 23.887890455954167, 88.66666666666667, 'Low Risk'),
(182449, 86, 13, '05:46.2', 37.40110757510158, 98.47272817340196, 113, 85, 76, 'Male', 56.24122200026896, 1.9937355012038367, 0.10813215219604876, 28, 14.148801838450485, 94.33333333333333, 'High Risk'),
(182450, 99, 17, '04:46.2', 36.625764113932725, 96.68751658, 138, 70, 37, 'Male', 58.97327719414374, 1.9125642110781724, 0.097614404, 68, 16.122159485713404, 92.66666666666666, 'High Risk'),
(182451, 96, 17, '03:46.2', 36.28540049290873, 99.93284214392915, 127, 73, 44, 'Male', 87.16394384232771, 1.6554704727994942, 0.12127204665141346, 54, 31.80489705298255, 91, 'High Risk'),
(182452, 61, 18, '02:46.2', 36.46099317038492, 96.77033270744728, 132, 87, 35, 'Male', 94.41410189465964, 1.6556519650540877, 0.14051015239851683, 45, 34.44282527118485, 102, 'High Risk'),
(182453, 63, 14, '01:46.2', 37.28851246841338, 99.77050710909407, 136, 86, 63, 'Male', 53.655208269662666, 1.7940080579811908, 0.083056391, 50, 16.671055840291693, 102.66666666666666, 'High Risk'),
(182454, 95, 18, '00:46.2', 36.10043408233591, 98.39002173117544, 116, 72, 87, 'Female', 66.83680045330004, 1.8874189216857244, 0.094654934, 44, 18.761996144327505, 86.66666666666667, 'High Risk'),
(182455, 77, 14, '59:46.2', 37.122515694775686, 96.66982931385887, 112, 89, 76, 'Male', 84.57247440377859, 1.5448560205326904, 0.057213714, 23, 35.43667926630992, 96.66666666666667, 'High Risk'),
(182456, 72, 15, '58:46.2', 36.89583872347977, 98.16686839, 136, 84, 71, 'Male', 66.65101013316709, 1.8246272911295716, 0.11990827184141784, 52, 20.019738623202024, 101.33333333333333, 'Low Risk'),
(182457, 90, 12, '57:46.2', 37.096803255754864, 98.71665320260729, 121, 77, 45, 'Male', 99.30737141976023, 1.875520560338975, 0.11981340330896419, 44, 28.231751830982343, 91.66666666666667, 'Low Risk'),
(182458, 97, 12, '56:46.2', 36.786758008637435, 98.61968105840074, 134, 77, 65, 'Male', 87.32186118174909, 1.9696591210082621, 0.10224163452370824, 57, 22.508203897884766, 96, 'High Risk'),
(182459, 91, 15, '55:46.2', 37.191339050251614, 98.87711721572161, 116, 89, 22, 'Female', 54.17082613677213, 1.8740939584310266, 0.14560991949595975, 27, 15.423492891540347, 98, 'High Risk'),
(182460, 84, 18, '54:46.2', 36.46583386305153, 98.74714915, 139, 87, 19, 'Female', 51.64204188273721, 1.5428199109956393, 0.074487979, 52, 21.695663456746754, 104.33333333333333, 'Low Risk'),
(182461, 69, 12, '53:46.2', 37.140701910906635, 95.17626529382892, 123, 80, 47, 'Female', 80.02566743655377, 1.861040474473009, 0.12021556853115323, 43, 23.10562221330434, 94.33333333333333, 'Low Risk'),
(182462, 64, 12, '52:46.2', 37.433653846616444, 97.79616584671395, 117, 78, 54, 'Female', 57.56746677043027, 1.7629402786807449, 0.06368587, 39, 18.522598721151436, 91, 'Low Risk'),
(182463, 80, 13, '51:46.2', 36.78452695073752, 99.39134637571364, 136, 83, 60, 'Female', 99.66483594323927, 1.670575205794238, 0.056781788, 53, 35.711648090990714, 100.66666666666666, 'High Risk'),
(182464, 67, 15, '50:46.2', 37.38729517097469, 95.18801755812756, 117, 87, 61, 'Male', 63.13535525993642, 1.9054637155831573, 0.054169381, 30, 17.38886605379458, 97, 'High Risk'),
(182465, 71, 12, '49:46.2', 36.58828399234013, 99.70965335204636, 126, 75, 59, 'Male', 55.64358298902869, 1.6764752188190999, 0.061056133, 51, 19.79797679221643, 92, 'Low Risk'),
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(182640, 81, 13, '54:46.2', 37.32879936953179, 97.47152368303637, 115, 73, 51, 'Female', 68.47091805398976, 1.6689564385110738, 0.12347286277293348, 42, 24.58193966, 87, 'Low Risk'),
(182641, 88, 19, '53:46.2', 36.890123622323294, 96.59820942, 133, 72, 83, 'Female', 75.16922972490798, 1.6425196674971647, 0.079093496, 61, 27.86242695746703, 92.33333333333333, 'Low Risk'),
(182642, 62, 17, '52:46.2', 37.20936015682496, 97.31040952305683, 126, 77, 69, 'Female', 86.86486221072934, 1.5493317023212598, 0.077776408, 49, 36.18722828502803, 93.33333333333333, 'High Risk'),
(182643, 62, 14, '51:46.2', 36.83548746451047, 96.21219976, 138, 71, 71, 'Female', 78.61402188587763, 1.8906453734710078, 0.11232203718353548, 67, 21.992766471869743, 93.33333333333333, 'Low Risk'),
(182644, 60, 14, '50:46.2', 36.28425738817524, 97.04572432996618, 118, 85, 39, 'Male', 75.16620107670424, 1.7881937906716876, 0.05081927, 33, 23.506795893672635, 96, 'Low Risk'),
(182645, 77, 18, '49:46.2', 36.23137740286819, 95.61779359636823, 137, 82, 71, 'Female', 68.41022461621634, 1.8477918237979607, 0.060814452199245986, 55, 20.03618044, 100.33333333333333, 'Low Risk'),
(182646, 86, 15, '48:46.2', 36.999908505545974, 99.93097463, 137, 76, 45, 'Female', 88.07554871957603, 1.6531621267442054, 0.10949721647064645, 61, 32.22734016, 96.33333333333333, 'High Risk'),
(182647, 71, 17, '47:46.2', 37.19057492961995, 99.73771382574822, 122, 74, 18, 'Male', 83.55573960777261, 1.9422289128395116, 0.14548110588280105, 48, 22.150088100703854, 90, 'Low Risk'),
(182648, 69, 14, '46:46.2', 36.73460796126894, 96.14601522888992, 139, 75, 58, 'Male', 63.077186430687554, 1.7499360204628205, 0.091669624, 64, 20.598138401350987, 96.33333333333333, 'Low Risk'),
(182649, 99, 13, '45:46.2', 36.82985025402859, 98.09275116262499, 122, 84, 36, 'Male', 66.12457443, 1.7514741889677357, 0.12759553822099365, 38, 21.55536626794146, 96.66666666666667, 'High Risk'),
(182650, 95, 16, '44:46.2', 36.21512364885842, 96.06005354604675, 122, 72, 66, 'Female', 85.16627943996528, 1.771453371156724, 0.13522280692161426, 50, 27.139898856383063, 88.66666666666666, 'High Risk'),
(182651, 83, 18, '43:46.2', 37.13344436, 97.53319867503647, 135, 79, 39, 'Female', 59.531549711928676, 1.6940491971735798, 0.093230236, 56, 20.74412644329285, 97.66666666666666, 'Low Risk'),
(182652, 68, 17, '42:46.2', 37.00140633, 96.61497660254092, 118, 75, 45, 'Female', 88.12939993839817, 1.8521976510048228, 0.064033556, 43, 25.68893825616094, 89.33333333333333, 'Low Risk'),
(182653, 90, 16, '41:46.2', 36.07881641498462, 95.59043853764247, 137, 73, 74, 'Male', 80.85002387952333, 1.6328427947981545, 0.10425481031472127, 64, 30.32434326764546, 94.33333333333333, 'High Risk'),
(182654, 83, 16, '40:46.2', 36.86380575891905, 97.09654373129969, 113, 89, 21, 'Male', 94.44887623994646, 1.8225184587834982, 0.11352735485551481, 24, 28.434979780751227, 97, 'Low Risk'),
(182655, 95, 13, '39:46.2', 37.15176944870823, 98.04082403045231, 120, 86, 24, 'Female', 56.24741662256261, 1.546715892, 0.13013040298266487, 34, 23.511562135159483, 97.33333333333333, 'High Risk'),
(182656, 72, 17, '38:46.2', 37.19160447657191, 97.96820469178876, 134, 73, 74, 'Male', 85.38478951288165, 1.6297450443743378, 0.12898477655119583, 61, 32.14705356561117, 93.33333333333333, 'High Risk'),
(182657, 66, 12, '37:46.2', 36.01515283316574, 97.99865976553353, 128, 84, 39, 'Female', 55.51161187, 1.9797059847148075, 0.072652803, 44, 14.163886763540429, 98.66666666666667, 'High Risk'),
(182658, 62, 19, '36:46.2', 36.39330257971714, 95.75749725983593, 117, 82, 85, 'Male', 78.44442222192728, 1.786307533350091, 0.12366366221692644, 35, 24.58383367814352, 93.66666666666667, 'Low Risk'),
(182659, 89, 12, '35:46.2', 36.51042880135447, 95.16204404080625, 135, 88, 32, 'Female', 56.72221812957254, 1.7471059103282696, 0.073375706, 47, 18.582953486186977, 103.66666666666667, 'Low Risk'),
(182660, 95, 17, '34:46.2', 36.85484533142138, 97.69728533969533, 110, 81, 45, 'Male', 53.52150431986201, 1.7809252665430655, 0.08933084, 29, 16.874733418642446, 90.66666666666667, 'High Risk'),
(182661, 70, 19, '33:46.2', 36.31432771351698, 99.20071868106237, 118, 81, 21, 'Female', 65.68476425760834, 1.6720659803784361, 0.12820265562054825, 37, 23.49404649148178, 93.33333333333333, 'Low Risk'),
(182662, 74, 18, '32:46.2', 37.21435022647699, 99.26600455935026, 112, 73, 71, 'Male', 89.00115406348908, 1.8341834991772146, 0.10023297218497222, 39, 26.455140595076315, 86, 'Low Risk'),
(182663, 96, 12, '31:46.2', 36.38095283159544, 99.79207941265317, 124, 73, 27, 'Male', 90.83929009, 1.5342427646481744, 0.072810637, 51, 38.590958352413175, 90, 'High Risk'),
(182664, 76, 16, '30:46.2', 36.43551695774482, 97.46715205793369, 120, 77, 71, 'Male', 89.37760607993518, 1.9193409128947456, 0.10381065483705579, 43, 24.261881456876747, 91.33333333333333, 'Low Risk'),
(182665, 98, 16, '29:46.2', 37.41966781942194, 98.59910138032363, 115, 88, 37, 'Female', 54.68242767966105, 1.5537548267628458, 0.137994742, 27, 22.650761418849765, 97, 'High Risk'),
(182666, 76, 16, '28:46.2', 37.17176751910734, 98.14763481, 125, 78, 85, 'Male', 77.11638438, 1.9689482341444913, 0.080474932, 47, 19.89198224624923, 93.66666666666667, 'Low Risk'),
(182667, 73, 13, '27:46.2', 36.430985143671386, 98.92339188169592, 114, 80, 81, 'Male', 53.38199352799852, 1.9181816382328178, 0.096275087, 34, 14.508259986964502, 91.33333333333333, 'High Risk'),
(182668, 73, 15, '26:46.2', 37.23340884185214, 97.67897295753913, 111, 72, 89, 'Male', 94.33651884868053, 1.6884103365281042, 0.094077717, 39, 33.09206293, 85, 'High Risk'),
(182669, 98, 17, '25:46.2', 36.21663092312518, 98.28056119098935, 114, 85, 74, 'Female', 89.15004737827766, 1.5459074715425916, 0.10436776153773131, 29, 37.303929867113155, 94.66666666666667, 'High Risk'),
(182670, 89, 19, '24:46.2', 36.566281055972915, 97.18827385188229, 125, 86, 78, 'Female', 63.098928225277724, 1.6927153808411055, 0.055285444750927115, 39, 22.021865289352167, 99, 'Low Risk'),
(182671, 99, 12, '23:46.2', 36.734730154812816, 97.69882313569347, 126, 81, 29, 'Female', 86.87039828811001, 1.8907708412789965, 0.080217428, 45, 24.299314406756473, 96, 'High Risk'),
(182672, 64, 12, '22:46.2', 36.09761253544519, 96.44607148637567, 122, 74, 32, 'Male', 85.29404286570752, 1.8695469327555196, 0.097866859, 48, 24.40315373755458, 90, 'Low Risk'),
(182673, 66, 18, '21:46.2', 37.25729960009807, 99.66068382144881, 137, 80, 40, 'Male', 74.45045017788806, 1.8769126240130987, 0.095227951, 57, 21.13387904010397, 99, 'Low Risk'),
(182674, 90, 16, '20:46.2', 36.251793933890845, 95.07313031072964, 112, 82, 18, 'Male', 77.89648999986767, 1.752653957765449, 0.1179313553515262, 30, 25.35861517024873, 92, 'Low Risk'),
(182675, 96, 16, '19:46.2', 36.55107355846831, 95.87386154505975, 133, 80, 57, 'Female', 56.31568866889406, 1.8051556933016073, 0.052725064, 53, 17.28224145531123, 97.66666666666666, 'High Risk'),
(182676, 84, 14, '18:46.2', 36.00874657, 98.26079937887387, 115, 70, 85, 'Male', 54.12859328184534, 1.6104247501325644, 0.073902288, 45, 20.87112540938004, 85, 'Low Risk'),
(182677, 69, 12, '17:46.2', 37.00352261596508, 97.16792841949665, 120, 82, 30, 'Female', 98.12667383896056, 1.5904232726221605, 0.11974328250041419, 38, 38.79373847851122, 94.66666666666667, 'High Risk'),
(182678, 66, 18, '16:46.2', 37.28252307212216, 98.54531366253195, 115, 76, 29, 'Male', 73.66992421906701, 1.6990537811080793, 0.12614283818027877, 39, 25.519723876461136, 89, 'Low Risk'),
(182679, 61, 14, '15:46.2', 36.765338971468246, 97.74880245811732, 119, 80, 88, 'Male', 88.78872570015656, 1.8228482076866404, 0.067233158, 39, 26.72125256177189, 93, 'Low Risk'),
(182680, 98, 17, '14:46.2', 36.10724613228222, 97.08569315, 131, 78, 35, 'Male', 50.49675025489558, 1.5098734760785324, 0.14695956152773468, 53, 22.150437977428865, 95.66666666666666, 'High Risk'),
(182681, 76, 13, '13:46.2', 36.151781850665024, 97.36191040365324, 115, 77, 47, 'Female', 82.07567809291882, 1.729428444184999, 0.057399830917500984, 38, 27.44159081666299, 89.66666666666667, 'Low Risk'),
(182682, 94, 19, '12:46.2', 36.71481487892137, 97.85839171526175, 128, 85, 31, 'Female', 83.09299854, 1.9245273779997534, 0.092141208, 43, 22.434492213378157, 99.33333333333333, 'High Risk'),
(182683, 90, 16, '11:46.2', 36.13210464719915, 95.03381164419474, 129, 82, 59, 'Male', 94.76299319413117, 1.656079166408011, 0.14318029319147269, 47, 34.55226982, 97.66666666666667, 'High Risk'),
(182684, 71, 14, '10:46.2', 36.89462665571212, 99.58148216087316, 113, 83, 24, 'Male', 58.04629557561684, 1.534567929032928, 0.060736847, 30, 24.649168503645743, 93, 'Low Risk'),
(182685, 65, 14, '09:46.2', 36.812516937214454, 95.87376005265773, 110, 84, 78, 'Female', 91.77480284212015, 1.757204168037845, 0.13481729397803083, 26, 29.72206712966957, 92.66666666666667, 'Low Risk'),
(182686, 86, 12, '08:46.2', 36.544396867880614, 97.81442011127882, 116, 84, 76, 'Female', 98.19130113729163, 1.7325370000462537, 0.085482531, 32, 32.71206636117452, 94.66666666666667, 'High Risk'),
(182687, 89, 12, '07:46.2', 36.57503160262542, 97.98721029405492, 132, 81, 67, 'Female', 70.17224329192285, 1.524548601281115, 0.097273596, 51, 30.19136945718375, 98, 'High Risk'),
(182688, 67, 13, '06:46.2', 37.02244673729454, 95.72375734243909, 130, 70, 60, 'Female', 67.01206475, 1.7703038232789194, 0.06655319, 60, 21.38244604650143, 90, 'Low Risk'),
(182689, 89, 19, '05:46.2', 36.69583195, 96.00261494122773, 118, 71, 56, 'Male', 99.78482354772132, 1.947355710960676, 0.13345999131874686, 47, 26.31321514, 86.66666666666667, 'Low Risk'),
(182690, 75, 18, '04:46.2', 37.48297660256938, 95.95246101128092, 112, 77, 24, 'Male', 98.72686370172744, 1.5185255405663263, 0.13549294630708433, 35, 42.81452588194912, 88.66666666666667, 'High Risk'),
(182691, 71, 15, '03:46.2', 36.394879831474206, 99.40465121, 111, 74, 43, 'Male', 66.70461733, 1.986962214624985, 0.065549638, 37, 16.895719093174936, 86.33333333333333, 'High Risk'),
(182692, 63, 12, '02:46.2', 36.236974064908814, 95.16003883375824, 129, 71, 54, 'Female', 59.56891633036329, 1.8855013247554884, 0.094429175, 58, 16.755832712644796, 90.33333333333333, 'High Risk'),
(182693, 63, 15, '01:46.2', 36.76470733325132, 97.40649080362608, 127, 73, 83, 'Female', 96.96590892489814, 1.8385000680206307, 0.11815438948223607, 54, 28.68743852308015, 91, 'Low Risk'),
(182694, 64, 17, '00:46.2', 37.082454762039504, 99.58644260712903, 126, 86, 58, 'Male', 96.91249686564365, 1.6319568570990095, 0.1005802460074388, 40, 36.38835609690647, 99.33333333333333, 'High Risk'),
(182695, 74, 15, '59:46.2', 37.303105515624154, 95.30751928034844, 124, 89, 51, 'Female', 99.72480171, 1.558758633494048, 0.056562842, 35, 41.04359916507129, 100.66666666666667, 'High Risk'),
(182696, 67, 13, '58:46.2', 36.499333586463905, 98.70780156803468, 112, 77, 60, 'Female', 50.02517968, 1.5911825728760536, 0.073238236, 35, 19.75825699490065, 88.66666666666667, 'Low Risk'),
(182697, 97, 16, '57:46.2', 36.13963561, 99.37324555810939, 117, 77, 44, 'Male', 83.98869473986845, 1.8980161708851357, 0.086715225, 40, 23.31422672121885, 90.33333333333333, 'High Risk'),
(182698, 65, 17, '56:46.2', 36.31071247439116, 95.63739435671792, 131, 80, 65, 'Female', 73.29025336923411, 1.5123453277130134, 0.1472362653535727, 51, 32.04382012, 97, 'High Risk'),
(182699, 81, 14, '55:46.2', 36.08907503368872, 95.97731682804563, 126, 77, 69, 'Female', 90.72900366262112, 1.5521543393330959, 0.13970659184654144, 49, 37.65965481082574, 93.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(182700, 84, 19, '54:46.2', 36.71288370147691, 97.59770626, 123, 86, 35, 'Female', 82.33686978940116, 1.9331361133293303, 0.1051863899197491, 37, 22.032789449144783, 98.33333333333333, 'Low Risk'),
(182701, 98, 15, '53:46.2', 36.50328087571076, 96.97494122238403, 129, 80, 37, 'Female', 93.07643045795726, 1.5027102020484038, 0.13470968063371297, 49, 41.21822158947828, 96.33333333333333, 'High Risk'),
(182702, 92, 17, '52:46.2', 36.330484675672096, 95.65385719255117, 128, 88, 73, 'Female', 56.82001928504894, 1.6656713445475888, 0.11021087132904736, 40, 20.479660269384386, 101.33333333333333, 'High Risk'),
(182703, 90, 17, '51:46.2', 36.25041134517143, 95.33678595438595, 117, 80, 20, 'Female', 95.06806355272855, 1.551391991202441, 0.071030317, 37, 39.49949630291156, 92.33333333333333, 'High Risk'),
(182704, 93, 14, '50:46.2', 37.13075983564435, 95.20865893699438, 125, 75, 80, 'Female', 89.66747420138638, 1.5951792951372128, 0.13752005786890037, 50, 35.238379506885245, 91.66666666666666, 'High Risk'),
(182705, 92, 12, '49:46.2', 36.41668893804879, 97.35385978367385, 126, 72, 30, 'Female', 94.52215394688764, 1.685433320096906, 0.051636457, 54, 33.27441729437256, 90, 'High Risk'),
(182706, 71, 19, '48:46.2', 37.39603612893447, 95.83280039809631, 121, 73, 35, 'Female', 86.29973643614935, 1.5183423145984933, 0.10227326999896827, 48, 37.43433118781045, 89, 'High Risk'),
(182707, 78, 18, '47:46.2', 36.13364942581429, 99.0913418, 124, 80, 82, 'Male', 86.05149123166197, 1.584395113317437, 0.096624525, 44, 34.27925796874256, 94.66666666666667, 'High Risk'),
(182708, 83, 19, '46:46.2', 37.485610145402866, 96.36557817032936, 131, 84, 30, 'Male', 92.35000441978625, 1.7248033417368114, 0.070902785, 47, 31.042575830941722, 99.66666666666667, 'High Risk'),
(182709, 65, 13, '45:46.2', 37.370660374101426, 96.94129057676574, 122, 88, 69, 'Female', 76.80843917908133, 1.6840511372093063, 0.10421222002323759, 34, 27.083101039859223, 99.33333333333333, 'Low Risk'),
(182710, 98, 12, '44:46.2', 36.5498915, 98.76374455956042, 130, 71, 45, 'Male', 77.73702561058028, 1.6566692098488929, 0.1386106122484952, 59, 28.324112986092032, 90.66666666666666, 'High Risk'),
(182711, 74, 12, '43:46.2', 36.074473852400395, 95.54674615096168, 127, 74, 78, 'Male', 69.85956785588115, 1.7639498513702245, 0.14777769924422995, 53, 22.451916925876223, 91.66666666666666, 'Low Risk'),
(182712, 83, 19, '42:46.2', 37.23531153476352, 96.29827776455063, 119, 73, 23, 'Female', 71.27953438942676, 1.8058205813875052, 0.07458057, 46, 21.85826350722592, 88.33333333333333, 'Low Risk'),
(182713, 71, 18, '41:46.2', 37.322491377479814, 95.83673327447154, 115, 80, 63, 'Female', 79.31612122409308, 1.7729212193325143, 0.14418969246756005, 35, 25.233796248132986, 91.66666666666667, 'Low Risk'),
(182714, 92, 12, '40:46.2', 36.92832883, 95.67057122924086, 116, 74, 40, 'Female', 55.90519213996483, 1.7482716892883232, 0.13430606736466436, 42, 18.29086712149786, 88, 'High Risk'),
(182715, 95, 15, '39:46.2', 36.34828636366264, 99.25063680353796, 125, 86, 81, 'Male', 74.02915701690308, 1.8991831011135019, 0.13186583125691126, 39, 20.524336645424277, 99, 'High Risk'),
(182716, 85, 17, '38:46.2', 36.981904054047654, 98.02935851228236, 134, 86, 80, 'Male', 50.65271008532745, 1.7537448395386275, 0.14148387981745925, 48, 16.469100291525404, 102, 'High Risk'),
(182717, 84, 16, '37:46.2', 37.213304924416725, 96.30289514653859, 111, 82, 30, 'Male', 99.50140788880773, 1.6041813448074067, 0.14168813519763002, 29, 38.66538177283403, 91.66666666666667, 'High Risk'),
(182718, 66, 14, '36:46.2', 36.83846746, 96.79484858196292, 119, 78, 74, 'Male', 74.85414716098647, 1.5863170080681126, 0.092043532, 41, 29.74650217640068, 91.66666666666667, 'Low Risk'),
(182719, 71, 19, '35:46.2', 36.950605786157624, 99.12782451589358, 123, 89, 20, 'Female', 58.35391278165073, 1.510321039, 0.078451126, 34, 25.581819920945456, 100.33333333333333, 'Low Risk'),
(182720, 63, 18, '34:46.2', 36.98702914300228, 96.86546180459388, 129, 89, 86, 'Male', 63.59662956958242, 1.7249810740599099, 0.088014295, 40, 21.37299730340895, 102.33333333333333, 'Low Risk'),
(182721, 84, 19, '33:46.2', 36.975978653733506, 96.13214404943912, 121, 75, 48, 'Female', 83.51922876188964, 1.9262199077041304, 0.086679732, 46, 22.50996093110034, 90.33333333333333, 'Low Risk'),
(182722, 83, 13, '32:46.2', 37.17388110364329, 95.78170403699791, 119, 77, 43, 'Female', 91.59933076880782, 1.850599807737758, 0.11297505839465767, 42, 26.746519473974544, 91, 'Low Risk'),
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(182899, 89, 12, '35:46.2', 37.22605578160683, 98.67223637154662, 119, 70, 79, 'Male', 78.87022273360132, 1.8159520229085793, 0.080013351, 49, 23.916869099154873, 86.33333333333333, 'Low Risk'),
(182900, 91, 16, '34:46.2', 36.185018728271224, 97.99629339415019, 123, 75, 75, 'Male', 91.73253235612566, 1.7476651343499907, 0.10013949937863403, 48, 30.03356860148796, 91, 'High Risk'),
(182901, 73, 17, '33:46.2', 36.13708844534904, 99.09844927, 111, 85, 31, 'Female', 97.81539716985947, 1.8772225919819874, 0.1460311290100189, 26, 27.75720150782967, 93.66666666666667, 'Low Risk'),
(182902, 63, 14, '32:46.2', 37.089094376386534, 95.86670502, 114, 84, 23, 'Female', 82.78414214851696, 1.771650798929485, 0.075694486, 30, 26.374904995189063, 94, 'Low Risk'),
(182903, 63, 18, '31:46.2', 36.088450228182346, 96.76111100503097, 135, 75, 55, 'Male', 64.89489032203456, 1.9314407992056988, 0.079262258, 60, 17.395931970311352, 95, 'High Risk'),
(182904, 91, 14, '30:46.2', 36.61579454026448, 96.42438037, 124, 70, 52, 'Female', 52.25312747058059, 1.8726854103862491, 0.078980806, 54, 14.899875345010845, 88, 'High Risk'),
(182905, 63, 17, '29:46.2', 37.355840844590354, 97.72565878603808, 125, 77, 18, 'Female', 87.74683053346834, 1.7600646351618523, 0.094103953, 48, 28.325279560741187, 93, 'Low Risk'),
(182906, 84, 12, '28:46.2', 36.660364955927925, 95.55278843972422, 116, 75, 19, 'Female', 73.90069566381439, 1.837771829698557, 0.10658171354237586, 41, 21.88090831350368, 88.66666666666667, 'Low Risk'),
(182907, 95, 15, '27:46.2', 37.47757353456152, 95.79935827642906, 125, 77, 51, 'Male', 68.19589156530293, 1.8671774062820798, 0.10363971377758602, 48, 19.560819446919844, 93, 'High Risk'),
(182908, 91, 19, '26:46.2', 36.86237586476478, 97.26835136772112, 139, 86, 48, 'Male', 81.22943245292642, 1.5894094161288606, 0.082159508, 53, 32.154507031158545, 103.66666666666666, 'High Risk'),
(182909, 77, 19, '25:46.2', 37.35621899167598, 96.78790648555342, 124, 89, 63, 'Male', 67.31165093929417, 1.6315961564985737, 0.071724039, 35, 25.285112796660776, 100.66666666666667, 'Low Risk'),
(182910, 70, 18, '24:46.2', 37.30781935815031, 99.00508908104324, 114, 72, 76, 'Female', 78.51312167550948, 1.7951494260656067, 0.14871415543636018, 42, 24.363576181144147, 86, 'Low Risk'),
(182911, 60, 13, '23:46.2', 37.18959514331009, 99.76291066, 121, 74, 64, 'Female', 98.35593064313298, 1.5418546581428405, 0.070319584, 47, 41.37268224429034, 89.66666666666667, 'High Risk'),
(182912, 67, 19, '22:46.2', 36.84897122569671, 99.60807526403224, 129, 87, 75, 'Female', 96.13971584928927, 1.7438741028991025, 0.11568968502903201, 42, 31.61349980915901, 101, 'High Risk'),
(182913, 68, 18, '21:46.2', 36.748467435602535, 99.77790846488685, 135, 83, 65, 'Female', 64.14578061473482, 1.5651710206424618, 0.13518292024322034, 52, 26.184512823560503, 100.33333333333333, 'Low Risk'),
(182914, 92, 14, '20:46.2', 36.37019239556695, 96.13430046477986, 112, 80, 55, 'Female', 75.17096640067993, 1.979870615136107, 0.067997027, 32, 19.17681654710105, 90.66666666666667, 'High Risk'),
(182915, 73, 18, '19:46.2', 36.054690390697715, 98.62256276, 114, 75, 69, 'Male', 86.08142298858837, 1.7921954757070147, 0.08461664, 39, 26.80024006749796, 88, 'Low Risk'),
(182916, 95, 13, '18:46.2', 36.29547166572304, 95.50372075226788, 119, 78, 50, 'Male', 81.38804001651904, 1.5753856967903899, 0.089957468, 41, 32.793426226250496, 91.66666666666667, 'High Risk'),
(182917, 60, 17, '17:46.2', 37.02072668580548, 95.30796233761842, 112, 77, 83, 'Female', 95.41211048, 1.6916840179349582, 0.052024047206091086, 35, 33.33995502585231, 88.66666666666667, 'High Risk'),
(182918, 67, 13, '16:46.2', 36.75686456, 96.03001562032105, 131, 82, 21, 'Female', 66.77146549, 1.826992726034735, 0.076699909, 49, 20.004019610932517, 98.33333333333333, 'Low Risk'),
(182919, 83, 18, '15:46.2', 37.05811410964462, 95.32095472355692, 119, 74, 24, 'Female', 63.130849422833904, 1.563900015965585, 0.11498133654567587, 45, 25.81211935535777, 89, 'Low Risk'),
(182920, 73, 19, '14:46.2', 37.04418579539875, 98.11972668840576, 114, 76, 44, 'Male', 76.54509479227809, 1.9881639706344711, 0.1272825157057615, 38, 19.364797802179588, 88.66666666666667, 'Low Risk'),
(182921, 99, 17, '13:46.2', 36.17915254552889, 99.52265685211484, 120, 74, 34, 'Male', 80.59601028035662, 1.5788589771774304, 0.094824474, 46, 32.33157504898025, 89.33333333333333, 'High Risk'),
(182922, 69, 17, '12:46.2', 37.19927739131736, 99.75832217499345, 115, 89, 80, 'Male', 88.94155703670353, 1.959789161257985, 0.079811551, 26, 23.157198862773395, 97.66666666666667, 'Low Risk'),
(182923, 93, 15, '11:46.2', 36.174809219691014, 96.57584710918769, 121, 87, 41, 'Female', 98.72931542229121, 1.7379641528776972, 0.13531734963561778, 34, 32.68620474033422, 98.33333333333333, 'High Risk'),
(182924, 60, 17, '10:46.2', 37.46432066243395, 98.64030932651072, 111, 86, 65, 'Female', 90.30455020803518, 1.545195666057922, 0.05167943, 25, 37.82184156744557, 94.33333333333333, 'High Risk'),
(182925, 78, 15, '09:46.2', 36.54026027108994, 98.61381104782484, 122, 85, 27, 'Female', 73.46361109285833, 1.9112531476408192, 0.09055282, 37, 20.111100898654666, 97.33333333333333, 'Low Risk'),
(182926, 62, 16, '08:46.2', 36.58420351538689, 99.85027116986976, 126, 84, 54, 'Female', 77.14333955309678, 1.6688816303020506, 0.13087638, 42, 27.697933421131818, 98, 'Low Risk'),
(182927, 67, 17, '07:46.2', 37.10078251071724, 98.19385388395817, 133, 84, 41, 'Male', 51.81934807, 1.8276607120517907, 0.097112912, 49, 15.513178600899584, 100.33333333333333, 'High Risk'),
(182928, 72, 13, '06:46.2', 37.20544304986308, 98.72113031540925, 115, 87, 87, 'Female', 64.41801686927525, 1.593860121939455, 0.07337659, 28, 25.357529603714728, 96.33333333333333, 'Low Risk'),
(182929, 84, 13, '05:46.2', 37.22141582772798, 98.05965102604027, 130, 76, 59, 'Female', 72.26476690637807, 1.6617917412449696, 0.13420306605364446, 54, 26.168173682212494, 94, 'Low Risk'),
(182930, 99, 15, '04:46.2', 36.54051573894274, 96.00940099800495, 123, 72, 44, 'Female', 85.98928822543891, 1.977101012328206, 0.14415841362383103, 51, 21.998174215874556, 89, 'High Risk'),
(182931, 62, 19, '03:46.2', 36.82067891851463, 96.86776239102255, 125, 73, 36, 'Female', 94.20056829862908, 1.711628641598091, 0.093561691, 52, 32.153957436044536, 90.33333333333333, 'High Risk'),
(182932, 97, 13, '02:46.2', 36.507081868922164, 96.34267107136156, 131, 70, 50, 'Female', 86.91162848164605, 1.6910509227976123, 0.099581011, 61, 30.392366377708967, 90.33333333333333, 'High Risk'),
(182933, 84, 16, '01:46.2', 36.96006696, 97.48181692453024, 111, 73, 69, 'Male', 63.183743740573554, 1.539356232221865, 0.11865538342008365, 38, 26.664109636279317, 85.66666666666667, 'Low Risk'),
(182934, 98, 19, '00:46.2', 36.12136184469877, 96.93501454839831, 127, 81, 46, 'Female', 62.645765753176775, 1.6049207501938694, 0.097912459, 46, 24.321174177111306, 96.33333333333333, 'High Risk'),
(182935, 75, 16, '59:46.2', 36.25165511396421, 96.65078268178641, 125, 84, 61, 'Male', 59.37227740902534, 1.6725926375207236, 0.13230754816386392, 41, 21.222832500450536, 97.66666666666667, 'Low Risk'),
(182936, 97, 12, '58:46.2', 36.93387301105622, 99.61586646055282, 137, 74, 19, 'Male', 84.22723637035838, 1.7575869860280202, 0.11765042768742971, 63, 27.26584079939311, 95, 'High Risk'),
(182937, 97, 13, '57:46.2', 37.04466114088376, 97.44731383826891, 137, 70, 78, 'Female', 60.79451990970274, 1.8945788753760473, 0.12845756870871272, 67, 16.937100012725622, 92.33333333333333, 'High Risk'),
(182938, 82, 18, '56:46.2', 37.345975495694255, 98.47019714434009, 126, 79, 18, 'Male', 85.64899181204967, 1.8215478255608646, 0.068356983, 47, 25.813155553749915, 94.66666666666667, 'Low Risk'),
(182939, 77, 17, '55:46.2', 37.278509803668484, 96.05086043, 116, 76, 27, 'Female', 67.35964140256493, 1.5576648124765264, 0.13407506477891432, 40, 27.762063791587984, 89.33333333333333, 'Low Risk'),
(182940, 60, 12, '54:46.2', 36.316624265833084, 98.96025208739253, 132, 87, 64, 'Male', 65.30153294004049, 1.8697704097836776, 0.1490655883416438, 45, 18.67870706982146, 102, 'Low Risk'),
(182941, 80, 18, '53:46.2', 36.70544550104774, 99.89392947, 130, 88, 38, 'Male', 54.67875424773098, 1.6817555710954424, 0.1485811497449713, 42, 19.332715564558008, 102, 'Low Risk'),
(182942, 63, 17, '52:46.2', 37.03679842207571, 95.94625716011225, 111, 78, 38, 'Female', 61.528252832655205, 1.5454933232489814, 0.11488731474772225, 33, 25.75967127423364, 89, 'Low Risk'),
(182943, 79, 18, '51:46.2', 37.37645854222902, 98.31138655143454, 125, 78, 37, 'Female', 85.53946402259074, 1.8500459667934173, 0.13810560108841846, 47, 24.992027289223856, 93.66666666666667, 'Low Risk'),
(182944, 82, 18, '50:46.2', 37.23063942647227, 95.46350705861717, 132, 83, 51, 'Female', 69.41374828394527, 1.5988656860076953, 0.094227827, 49, 27.153232140012786, 99.33333333333333, 'Low Risk'),
(182945, 75, 16, '49:46.2', 36.59338140755054, 97.15835458516072, 122, 75, 34, 'Male', 89.54796596055968, 1.8551835028513661, 0.078278329, 47, 26.018483392587047, 90.66666666666667, 'Low Risk'),
(182946, 96, 19, '48:46.2', 36.95954273497377, 97.56618768842782, 129, 81, 89, 'Female', 67.26998586858696, 1.967447227836246, 0.1382805092386315, 48, 17.378614593008958, 97, 'High Risk'),
(182947, 90, 13, '47:46.2', 36.417694789174284, 98.57451997, 114, 77, 28, 'Female', 65.73012337741827, 1.764769526452647, 0.059517142, 37, 21.10515060965774, 89.33333333333333, 'Low Risk'),
(182948, 85, 18, '46:46.2', 36.69918757434824, 98.52901241845471, 111, 89, 86, 'Male', 56.48850526857653, 1.8416983270620988, 0.078714783, 22, 16.654173927974398, 96.33333333333333, 'High Risk'),
(182949, 66, 13, '45:46.2', 37.30103201842226, 97.58327489121633, 124, 70, 77, 'Male', 64.99044527744987, 1.518402661760133, 0.083701095, 54, 28.188735833212693, 88, 'Low Risk'),
(182950, 80, 16, '44:46.2', 37.08479414549105, 98.31751201434435, 132, 85, 51, 'Female', 67.76688478732723, 1.5724087497419952, 0.050400609, 47, 27.40858518965835, 100.66666666666667, 'Low Risk'),
(182951, 63, 18, '43:46.2', 36.651951638781576, 97.08685736103924, 134, 78, 89, 'Male', 74.71887327184463, 1.9265286749941326, 0.090986746, 56, 20.13164944, 96.66666666666666, 'Low Risk'),
(182952, 95, 12, '42:46.2', 36.76790099537451, 98.14030728582856, 125, 79, 25, 'Male', 87.43255264382509, 1.8918216224951703, 0.11062626771418337, 46, 24.42939930511477, 94.33333333333333, 'High Risk'),
(182953, 79, 14, '41:46.2', 36.233779075517305, 95.56869954099041, 132, 83, 57, 'Male', 64.95006228191369, 1.8078226685370185, 0.073378785, 49, 19.87320517576056, 99.33333333333333, 'Low Risk'),
(182954, 84, 19, '40:46.2', 37.07668636003145, 96.50726121459354, 112, 83, 61, 'Female', 75.69641414992743, 1.7884376631648715, 0.075145122, 29, 23.66615433663149, 92.66666666666667, 'Low Risk'),
(182955, 75, 17, '39:46.2', 36.21071874500535, 98.10957722928474, 130, 82, 67, 'Male', 78.28107610762919, 1.8271358383899334, 0.073644214, 48, 23.448502628171592, 98, 'Low Risk'),
(182956, 93, 19, '38:46.2', 37.04416140085196, 99.94198206, 125, 71, 20, 'Male', 87.00750917517323, 1.507591543517883, 0.11075254629371961, 54, 38.28153560936068, 89, 'High Risk'),
(182957, 71, 17, '37:46.2', 36.37005374734796, 95.30969716, 133, 84, 42, 'Female', 63.78607649599489, 1.6088837231789654, 0.11702642304119389, 49, 24.642035184402324, 100.33333333333333, 'Low Risk'),
(182958, 87, 18, '36:46.2', 36.14847359525241, 96.81495709547043, 115, 86, 31, 'Female', 64.98735788599383, 1.8100515804350452, 0.14787310238344836, 29, 19.835674763506653, 95.66666666666667, 'Low Risk'),
(182959, 77, 15, '35:46.2', 37.292903587055804, 96.39181389314605, 118, 78, 81, 'Male', 60.218760466007566, 1.7831993686586503, 0.13370926623516222, 40, 18.937908260261267, 91.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(182960, 89, 14, '34:46.2', 37.12094996304013, 95.75531270061637, 123, 75, 79, 'Female', 73.52901255917897, 1.8878417756444261, 0.088383544, 48, 20.631345368877437, 91, 'Low Risk'),
(182961, 60, 15, '33:46.2', 36.82981754596442, 96.60128033740247, 138, 77, 41, 'Female', 51.385993633957284, 1.981040385624849, 0.078463803, 61, 13.093570784784712, 97.33333333333333, 'High Risk'),
(182962, 62, 12, '32:46.2', 36.78435863050844, 96.74124416955904, 128, 81, 71, 'Female', 78.02465947316746, 1.7702881751557058, 0.051150790804197245, 47, 24.896823760269154, 96.66666666666667, 'Low Risk'),
(182963, 65, 16, '31:46.2', 36.28782668917345, 97.34550974656744, 119, 80, 24, 'Male', 96.75403445598745, 1.9368914987183106, 0.0682123, 39, 25.790424905945525, 93, 'Low Risk'),
(182964, 95, 13, '30:46.2', 36.95290479457558, 95.14986181799321, 116, 83, 74, 'Male', 66.93756642909037, 1.9766364888022125, 0.12031726546873615, 33, 17.132324937239414, 94, 'High Risk'),
(182965, 90, 13, '29:46.2', 36.475777660798485, 95.31374499154423, 134, 72, 19, 'Female', 76.64544500269382, 1.9345336403806135, 0.078588385, 62, 20.480180389311833, 92.66666666666666, 'Low Risk'),
(182966, 76, 16, '28:46.2', 36.5011933, 95.74236255, 129, 72, 48, 'Male', 90.14330474495347, 1.5385481332372835, 0.11808665612568622, 57, 38.08125920456331, 91, 'High Risk'),
(182967, 81, 16, '27:46.2', 36.186847745177765, 99.29104534443547, 117, 89, 39, 'Female', 99.11648978578091, 1.6559626758599832, 0.1258402834781952, 28, 36.14471671480682, 98.33333333333333, 'High Risk'),
(182968, 80, 14, '26:46.2', 36.577033086251106, 96.24589527288843, 132, 84, 57, 'Male', 55.44049721275082, 1.906399101232303, 0.066244845, 48, 15.254552340163277, 100, 'High Risk'),
(182969, 79, 17, '25:46.2', 36.60133911339182, 99.31518186349537, 130, 89, 52, 'Female', 57.729421213295886, 1.7833901019818144, 0.12129005396172511, 41, 18.15116478310826, 102.66666666666667, 'High Risk'),
(182970, 60, 17, '24:46.2', 36.36802661662597, 96.20965090275268, 117, 76, 83, 'Male', 85.22391150348226, 1.5176361806001948, 0.13299226315703477, 41, 37.002078467403244, 89.66666666666667, 'High Risk'),
(182971, 75, 14, '23:46.2', 36.503758951152236, 98.82462714, 139, 80, 28, 'Female', 63.565435146950435, 1.5441911979368097, 0.1478354727342011, 59, 26.657466933412774, 99.66666666666666, 'Low Risk'),
(182972, 96, 12, '22:46.2', 36.028348689644716, 99.97674655279526, 134, 88, 87, 'Female', 65.30660649389243, 1.810870425697956, 0.12929437795358295, 46, 19.91509420287237, 103.33333333333333, 'High Risk'),
(182973, 69, 16, '21:46.2', 36.73872791736583, 97.49511173923742, 112, 76, 46, 'Female', 66.03717408412555, 1.692757265230482, 0.051832343092337044, 36, 23.04618837611242, 88, 'Low Risk'),
(182974, 91, 19, '20:46.2', 37.37682112849809, 96.59945514265215, 136, 74, 73, 'Female', 53.693624172789896, 1.9715080107664988, 0.092798692, 62, 13.814196410039454, 94.66666666666666, 'High Risk'),
(182975, 87, 12, '19:46.2', 36.32119621113048, 96.84300437276471, 129, 84, 68, 'Male', 72.84313641059526, 1.6258438913260165, 0.14568648039326917, 45, 27.556937406633693, 99, 'Low Risk'),
(182976, 83, 15, '18:46.2', 37.326656409649694, 96.84666177341917, 131, 88, 84, 'Male', 72.83963424, 1.7903804790133382, 0.1381148909957015, 43, 22.723597515362197, 102.33333333333333, 'Low Risk'),
(182977, 74, 17, '17:46.2', 37.23122342614435, 97.39297326, 114, 82, 37, 'Male', 50.656832257322066, 1.6810479569057848, 0.11271889174679701, 32, 17.925770093137942, 92.66666666666667, 'High Risk'),
(182978, 99, 14, '16:46.2', 36.91604308939433, 97.33022476590338, 120, 77, 20, 'Female', 89.30307579832005, 1.6742004873640612, 0.059996688, 43, 31.860419457017446, 91.33333333333333, 'High Risk'),
(182979, 72, 14, '15:46.2', 36.14723945986801, 98.05633902655326, 119, 78, 69, 'Female', 68.70198382846324, 1.6726955596844382, 0.11365833726496857, 41, 24.554747342702242, 91.66666666666667, 'Low Risk'),
(182980, 76, 13, '14:46.2', 36.45652937104639, 98.35821412709176, 115, 75, 20, 'Male', 74.53908609203255, 1.9239099039113572, 0.060577629400500335, 40, 20.137919619897932, 88.33333333333333, 'Low Risk'),
(182981, 85, 14, '13:46.2', 36.39465371675918, 98.44634428518447, 123, 88, 72, 'Male', 52.38035486, 1.6569343523087587, 0.11069315819273809, 35, 19.079097714341014, 99.66666666666667, 'Low Risk'),
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(183158, 80, 12, '16:46.2', 37.16372677628172, 99.61137964779309, 110, 73, 45, 'Female', 99.18069015, 1.8037418240942777, 0.066057403, 37, 30.484450772691034, 85.33333333333333, 'High Risk'),
(183159, 65, 15, '15:46.2', 36.397050834149304, 97.09761052801889, 134, 73, 70, 'Male', 98.91336061922522, 1.597543758582412, 0.076827424, 61, 38.75693564204879, 93.33333333333333, 'High Risk'),
(183160, 80, 14, '14:46.2', 36.86329246517238, 98.24492743130752, 117, 82, 71, 'Male', 93.14621051461114, 1.719696262419595, 0.10126168670426627, 35, 31.496456500344454, 93.66666666666667, 'High Risk'),
(183161, 81, 14, '13:46.2', 37.326753627511934, 98.05431321861762, 133, 74, 31, 'Female', 96.56052982435337, 1.7071600967377782, 0.14423470153591728, 59, 33.13226590117109, 93.66666666666666, 'High Risk'),
(183162, 84, 14, '12:46.2', 37.465177365660466, 97.39005094757333, 131, 75, 79, 'Female', 87.66333855604165, 1.7848040031517185, 0.13636798725214622, 56, 27.519272171419868, 93.66666666666666, 'Low Risk'),
(183163, 61, 13, '11:46.2', 36.02881535116626, 99.76099347296967, 117, 72, 30, 'Male', 94.00353622879825, 1.771764585279876, 0.060387299, 45, 29.945540622584932, 87, 'Low Risk'),
(183164, 67, 14, '10:46.2', 36.015627694600084, 97.25673477712705, 137, 82, 40, 'Male', 82.31887837579252, 1.9588324900644776, 0.063787327, 55, 21.453830583385184, 100.33333333333333, 'Low Risk'),
(183165, 97, 13, '09:46.2', 36.47944200569116, 97.91455746909662, 122, 76, 35, 'Female', 81.48752351355529, 1.5077000042696118, 0.084595304, 46, 35.847695940406794, 91.33333333333333, 'High Risk'),
(183166, 94, 16, '08:46.2', 36.88279112030585, 99.43966155043074, 118, 88, 53, 'Female', 83.33224245083126, 1.9336064323173519, 0.083664033, 30, 22.28829793625313, 98, 'High Risk'),
(183167, 77, 17, '07:46.2', 36.84069509167442, 99.62862344925975, 120, 88, 56, 'Male', 69.23744983206092, 1.8742126708764089, 0.13193167787648624, 32, 19.710757920771393, 98.66666666666667, 'Low Risk'),
(183168, 83, 13, '06:46.2', 37.368133651476775, 98.73981855, 123, 73, 28, 'Female', 95.79149463501899, 1.8171697682324452, 0.060569624, 50, 29.009212788616143, 89.66666666666666, 'Low Risk'),
(183169, 93, 14, '05:46.2', 36.71631703469947, 99.95447341080937, 138, 79, 60, 'Female', 65.25049896951187, 1.9311886323134955, 0.12018352939270056, 59, 17.495825737559205, 98.66666666666666, 'High Risk'),
(183170, 87, 17, '04:46.2', 36.61189034803658, 95.20839396839652, 118, 82, 51, 'Female', 57.38104960723732, 1.6245894975332646, 0.13091588013466346, 36, 21.741084569882272, 94, 'Low Risk'),
(183171, 82, 13, '03:46.2', 36.08527098, 96.93120332856297, 112, 77, 55, 'Male', 75.61937134687412, 1.7890901254470224, 0.14456198632532669, 35, 23.62482635933485, 88.66666666666667, 'Low Risk'),
(183172, 62, 16, '02:46.2', 36.123150656023086, 95.61455821486697, 138, 89, 54, 'Female', 63.220562955326585, 1.8214260376938585, 0.070696416, 49, 19.056155037992273, 105.33333333333333, 'Low Risk'),
(183173, 85, 16, '01:46.2', 37.07107761299139, 99.05142999352307, 129, 73, 57, 'Female', 81.86633401545215, 1.5246805695826764, 0.11082531418899808, 56, 35.216615171940575, 91.66666666666666, 'High Risk'),
(183174, 95, 16, '00:46.2', 36.69582408155263, 99.75347753828866, 136, 75, 75, 'Male', 97.15703997844867, 1.739751486015774, 0.12244857101676507, 61, 32.099616417102155, 95.33333333333333, 'High Risk'),
(183175, 99, 13, '59:46.2', 36.74367237367931, 99.85030378891783, 134, 77, 88, 'Female', 86.00356773789568, 1.7987187974594252, 0.11701921613783652, 57, 26.58213878930574, 96, 'High Risk'),
(183176, 99, 19, '58:46.2', 37.32010146351068, 97.31193805029004, 131, 85, 73, 'Female', 95.68867157, 1.8248796993240748, 0.1443393071378875, 46, 28.733732576140557, 100.33333333333333, 'High Risk'),
(183177, 69, 13, '57:46.2', 36.54580724011396, 96.71391336185654, 134, 76, 62, 'Male', 59.02309642666644, 1.5957519474614643, 0.061420341525307925, 58, 23.17881467774597, 95.33333333333333, 'Low Risk'),
(183178, 87, 15, '56:46.2', 36.74720354005241, 99.15179428526477, 129, 83, 40, 'Female', 88.15386838431795, 1.6217100356308982, 0.10734308235933564, 46, 33.51930199514649, 98.33333333333333, 'High Risk'),
(183179, 89, 12, '55:46.2', 36.28808116851091, 96.80499337824044, 121, 78, 72, 'Male', 92.36634935897638, 1.903096369225011, 0.11863254891646431, 43, 25.50305560045739, 92.33333333333333, 'Low Risk'),
(183180, 66, 16, '54:46.2', 36.659907174476096, 99.70552570278053, 125, 80, 86, 'Female', 60.541698747057296, 1.7514776070160822, 0.093753181, 45, 19.73537688119466, 95, 'Low Risk'),
(183181, 97, 19, '53:46.2', 36.268880863932566, 99.57946883221334, 116, 88, 32, 'Male', 67.98468265941392, 1.9510277590386618, 0.056143529602859926, 28, 17.86011198, 97.33333333333333, 'High Risk'),
(183182, 73, 17, '52:46.2', 36.65535442, 96.86366899970824, 124, 75, 66, 'Female', 70.62609167163185, 1.686749340157921, 0.073677927, 49, 24.823560639708106, 91.33333333333333, 'Low Risk'),
(183183, 62, 13, '51:46.2', 36.246984584483265, 96.65611218640763, 131, 71, 66, 'Male', 90.54107237880393, 1.9492109575880812, 0.11187254531618411, 60, 23.830214184388947, 91, 'Low Risk'),
(183184, 78, 16, '50:46.2', 36.12966205319522, 95.86922288274224, 133, 72, 69, 'Female', 67.78613219286245, 1.85115872, 0.14312020138153475, 61, 19.781241274084802, 92.33333333333333, 'Low Risk'),
(183185, 85, 17, '49:46.2', 37.46414271994613, 95.90810871217447, 117, 76, 37, 'Male', 99.83472416208387, 1.580204664573256, 0.077105297, 41, 39.98111884974676, 89.66666666666667, 'High Risk'),
(183186, 72, 18, '48:46.2', 36.695115959444166, 98.81387592340693, 137, 81, 77, 'Male', 74.73960686511717, 1.8241421815266181, 0.073849845, 56, 22.461224927120266, 99.66666666666666, 'Low Risk'),
(183187, 89, 16, '47:46.2', 37.21300116283065, 96.94939263936948, 130, 88, 47, 'Male', 72.45003846230678, 1.7650209407354818, 0.13401174790882842, 42, 23.256207604498776, 102, 'Low Risk'),
(183188, 82, 12, '46:46.2', 36.670270937793354, 97.91389004, 131, 88, 29, 'Male', 59.751080712378155, 1.8406952747827594, 0.11960533081635998, 43, 17.635264178554937, 102.33333333333333, 'High Risk'),
(183189, 65, 13, '45:46.2', 36.184006325357856, 95.09987149928942, 118, 78, 33, 'Male', 84.14908401883551, 1.866709973592043, 0.098046386, 40, 24.148807924903643, 91.33333333333333, 'Low Risk'),
(183190, 96, 12, '44:46.2', 36.54394917515279, 95.52963594377702, 110, 79, 29, 'Female', 97.82322891678635, 1.9846469182556326, 0.11493732962992169, 31, 24.835647407199474, 89.33333333333333, 'High Risk'),
(183191, 76, 12, '43:46.2', 36.57763890087218, 95.57544014503804, 121, 79, 68, 'Female', 58.89752479495883, 1.7252960677811089, 0.12532818109219937, 42, 19.786536415906074, 93, 'Low Risk'),
(183192, 75, 16, '42:46.2', 36.51239828036697, 97.41957923959136, 124, 89, 85, 'Female', 87.03982352773554, 1.8848269656610406, 0.12402378173460185, 35, 24.50050459513656, 100.66666666666667, 'Low Risk'),
(183193, 96, 15, '41:46.2', 37.30176698470803, 96.49315163391118, 132, 71, 86, 'Female', 98.98612347361419, 1.6603430767295646, 0.10820152173302688, 61, 35.90696062193773, 91.33333333333333, 'High Risk'),
(183194, 86, 17, '40:46.2', 36.45773280310312, 97.01995503, 119, 78, 25, 'Female', 65.31166308830161, 1.842325766024232, 0.12291681006101242, 41, 19.242340292935562, 91.66666666666667, 'Low Risk'),
(183195, 76, 18, '39:46.2', 36.53107565065604, 99.69753009592075, 131, 84, 44, 'Female', 87.39171607197537, 1.7746531448031637, 0.10848264799491658, 47, 27.74874215665643, 99.66666666666667, 'Low Risk'),
(183196, 89, 17, '38:46.2', 37.386077859956366, 95.57480119230566, 111, 75, 65, 'Female', 75.73950298843314, 1.911494763587386, 0.055568251, 36, 20.72889852993417, 87, 'Low Risk'),
(183197, 93, 18, '37:46.2', 37.363970237221245, 99.33925729341014, 137, 79, 73, 'Female', 94.70599009280701, 1.6339589607536058, 0.1372115010794661, 58, 35.472774648283334, 98.33333333333333, 'High Risk'),
(183198, 70, 14, '36:46.2', 36.75486236639205, 98.68182413108943, 118, 86, 35, 'Female', 86.58590215, 1.6455989758278495, 0.077464497, 32, 31.97416188547224, 96.66666666666667, 'High Risk'),
(183199, 66, 18, '35:46.2', 36.28999187091911, 96.65427558, 129, 84, 43, 'Male', 50.56749739222939, 1.8836739964923885, 0.086345771, 45, 14.251480262967451, 99, 'High Risk'),
(183200, 66, 13, '34:46.2', 36.37148945664253, 95.71017676255894, 126, 89, 73, 'Male', 98.67563265393527, 1.7429909169957791, 0.12217867264986426, 37, 32.48027305866288, 101.33333333333333, 'High Risk'),
(183201, 60, 12, '33:46.2', 36.728298856678705, 96.42264319478898, 125, 86, 45, 'Male', 68.6673274, 1.7978414166053183, 0.091661162, 39, 21.24454247731177, 99, 'Low Risk'),
(183202, 88, 19, '32:46.2', 37.06848170352116, 96.53133138, 114, 76, 83, 'Female', 82.07806111190209, 1.546127475399925, 0.10008440528904605, 38, 34.33495583308773, 88.66666666666667, 'High Risk'),
(183203, 66, 13, '31:46.2', 37.067255398782045, 96.12623231086647, 127, 82, 75, 'Male', 62.15371612396098, 1.9453629706784084, 0.080814856, 45, 16.423503597453937, 97, 'High Risk'),
(183204, 71, 14, '30:46.2', 37.16785406495541, 98.02071145346002, 113, 73, 40, 'Female', 91.44656055, 1.7979595580953363, 0.14702544453449257, 40, 28.288344871874084, 86.33333333333333, 'Low Risk'),
(183205, 76, 19, '29:46.2', 36.27088812684398, 97.07581424110265, 117, 84, 73, 'Female', 79.29614665960945, 1.834715149680058, 0.050018427265258986, 33, 23.556718353383733, 95, 'Low Risk'),
(183206, 79, 18, '28:46.2', 36.68558962080398, 97.17746767791748, 125, 89, 21, 'Male', 98.79352489306129, 1.8950171181914355, 0.1422657870214421, 36, 27.51073580523121, 101, 'Low Risk'),
(183207, 92, 14, '27:46.2', 37.15641175833535, 99.93213693, 124, 81, 44, 'Female', 80.43959510104429, 1.9984444884235972, 0.052193336923740424, 43, 20.141216487165945, 95.33333333333333, 'High Risk'),
(183208, 79, 13, '26:46.2', 37.47107057418494, 95.78072656005445, 135, 86, 73, 'Male', 56.86496555311999, 1.9834094429799562, 0.10011084776864432, 49, 14.455064279680693, 102.33333333333333, 'High Risk'),
(183209, 93, 17, '25:46.2', 36.45592750738835, 96.14984163090728, 135, 79, 58, 'Female', 73.21343667459085, 1.622591136468261, 0.063493559, 56, 27.808181846481926, 97.66666666666666, 'High Risk'),
(183210, 83, 17, '24:46.2', 36.931753670228645, 97.64617930513177, 129, 73, 20, 'Male', 93.68685190035998, 1.5528657318205346, 0.12023382151000131, 56, 38.851772186402904, 91.66666666666666, 'High Risk'),
(183211, 67, 15, '23:46.2', 37.21087927477424, 97.90379987970279, 126, 71, 67, 'Female', 83.04383144525444, 1.7100235064954319, 0.13463137953442778, 55, 28.399011104330775, 89.33333333333333, 'Low Risk'),
(183212, 90, 19, '22:46.2', 36.24439332, 98.12816092605986, 118, 70, 77, 'Male', 63.943064705272654, 1.5932130975069572, 0.094234393, 48, 25.191017614167023, 86, 'Low Risk'),
(183213, 95, 14, '21:46.2', 37.37024071, 95.14657476291185, 116, 78, 70, 'Female', 88.04713232584572, 1.9277822145466244, 0.080499452, 38, 23.69186652438442, 90.66666666666667, 'High Risk'),
(183214, 78, 12, '20:46.2', 36.83216160575814, 99.14889522345467, 119, 75, 83, 'Male', 83.83907795343559, 1.799477260133695, 0.061526724017825885, 44, 25.891294679434566, 89.66666666666667, 'Low Risk'),
(183215, 73, 13, '19:46.2', 36.90429298481899, 99.42912023411559, 119, 83, 38, 'Female', 94.00606430544948, 1.6983871582562744, 0.1381454809951092, 36, 32.589858580471116, 95, 'High Risk'),
(183216, 86, 13, '18:46.2', 37.33402757915079, 96.41443089776746, 112, 83, 26, 'Male', 61.418889683711036, 1.862648415862511, 0.12163662960111454, 29, 17.702727583650084, 92.66666666666667, 'High Risk'),
(183217, 62, 17, '17:46.2', 36.56812037354916, 98.85919866574416, 124, 89, 49, 'Female', 72.39188727864246, 1.718520593804168, 0.13157841775437226, 35, 24.512094217816504, 100.66666666666667, 'Low Risk'),
(183218, 79, 15, '16:46.2', 36.89916307014254, 95.97700356219022, 121, 84, 89, 'Female', 81.75035786582316, 1.8095675925082764, 0.076393379, 37, 24.96548703, 96.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(183219, 92, 15, '15:46.2', 37.03099962848541, 96.92299027, 118, 71, 47, 'Female', 57.119938814991215, 1.6532543863274842, 0.082013888, 47, 20.898175226404536, 86.66666666666667, 'High Risk'),
(183220, 77, 13, '14:46.2', 37.43098332158726, 98.97269899973993, 128, 75, 47, 'Male', 89.80659797398124, 1.9960986444492312, 0.059553974, 53, 22.539498324362675, 92.66666666666666, 'Low Risk'),
(183221, 75, 19, '13:46.2', 36.60173999342052, 96.78405070703946, 111, 84, 32, 'Male', 69.15389023905193, 1.5154397386250815, 0.063386532, 27, 30.111977246629063, 93, 'High Risk'),
(183222, 89, 15, '12:46.2', 36.82820588388164, 98.27198787, 124, 89, 63, 'Male', 84.72360171360239, 1.5244332373947893, 0.1424287664158705, 35, 36.45755935963176, 100.66666666666667, 'High Risk'),
(183223, 92, 16, '11:46.2', 36.45062903, 97.59500670632895, 118, 74, 34, 'Male', 77.97969871192659, 1.5532560265759887, 0.067169185, 44, 32.32179401571021, 88.66666666666667, 'High Risk'),
(183224, 87, 17, '10:46.2', 36.234019443530414, 97.44601721932419, 125, 71, 85, 'Male', 63.87792086449641, 1.5316731125404919, 0.14334358996150376, 54, 27.228178851544406, 89, 'Low Risk'),
(183225, 95, 17, '09:46.2', 36.30907352513222, 98.70911669736711, 136, 87, 82, 'Male', 84.19778687337867, 1.8438359614289097, 0.1046998711617223, 49, 24.766014007943046, 103.33333333333333, 'High Risk'),
(183226, 88, 19, '08:46.2', 36.69990570992074, 96.02627399910314, 135, 77, 28, 'Male', 60.57481505093043, 1.5792043070348236, 0.080262184, 58, 24.289325630740464, 96.33333333333333, 'Low Risk'),
(183227, 68, 15, '07:46.2', 36.584053402443324, 97.93322702, 138, 83, 34, 'Female', 53.472522174624594, 1.7303235575392846, 0.058735679, 55, 17.859776846016278, 101.33333333333333, 'High Risk'),
(183228, 86, 19, '06:46.2', 37.484859612322936, 95.66754708, 131, 84, 85, 'Male', 89.86891835660515, 1.554566537819525, 0.093918188, 47, 37.18697776958607, 99.66666666666667, 'High Risk'),
(183229, 68, 18, '05:46.2', 37.49773130566221, 96.01538224160319, 110, 82, 28, 'Female', 98.25749479773272, 1.5133327898631546, 0.092985702, 28, 42.90390306110825, 91.33333333333333, 'High Risk'),
(183230, 74, 14, '04:46.2', 37.36444987265415, 98.52771067661057, 110, 74, 61, 'Male', 77.2229415, 1.7429354284869079, 0.10819749419791455, 36, 25.420479869976056, 86, 'Low Risk'),
(183231, 98, 15, '03:46.2', 37.347143539208595, 97.16585069675484, 118, 70, 26, 'Male', 71.56908479127212, 1.6215802586869903, 0.11011716672634002, 48, 27.217520986707267, 86, 'High Risk'),
(183232, 77, 19, '02:46.2', 36.20724087169966, 95.93389960210204, 119, 77, 62, 'Male', 74.29338114259524, 1.5621411010161435, 0.076298428, 42, 30.444553254364298, 91, 'High Risk'),
(183233, 92, 12, '01:46.2', 36.78927840677035, 99.63245462961686, 129, 83, 64, 'Male', 61.629275455492945, 1.6952742031755326, 0.097550108, 46, 21.444066980687616, 98.33333333333333, 'High Risk'),
(183234, 96, 13, '00:46.2', 37.00604168659691, 95.57812565105975, 121, 71, 46, 'Male', 77.88645953954092, 1.942699448426104, 0.090985451, 50, 20.63719790529805, 87.66666666666666, 'High Risk'),
(183235, 90, 17, '59:46.2', 36.21163556423614, 97.61323491, 135, 78, 79, 'Female', 91.79246888018939, 1.8112724385677632, 0.095372111, 57, 27.979470641403204, 97, 'Low Risk'),
(183236, 69, 15, '58:46.2', 36.87028838805998, 96.45388143511948, 134, 79, 80, 'Female', 66.16319268557349, 1.672116573184058, 0.11462491398364967, 55, 23.66373814858701, 97.33333333333333, 'Low Risk'),
(183237, 78, 18, '57:46.2', 36.58913516306023, 96.95905164, 120, 75, 41, 'Male', 70.61852012040053, 1.5520097109431004, 0.058766354, 45, 29.317689679319493, 90, 'Low Risk'),
(183238, 81, 16, '56:46.2', 37.239289765335315, 96.16816670569015, 128, 86, 55, 'Female', 67.62702993857351, 1.981619967100295, 0.12041248194300057, 42, 17.221840993973938, 100, 'High Risk'),
(183239, 90, 13, '55:46.2', 37.315987964307155, 96.89852348654989, 137, 73, 82, 'Male', 85.02852137110091, 1.8877024958155064, 0.093057903, 64, 23.86148822334307, 94.33333333333333, 'Low Risk'),
(183240, 65, 16, '54:46.2', 37.43602884839019, 99.37037265836553, 130, 72, 75, 'Female', 72.12494128346582, 1.9803520953903404, 0.10265726435194493, 58, 18.390801130236305, 91.33333333333333, 'High Risk'),
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(183417, 87, 13, '57:46.2', 36.14531422442869, 98.14428195806553, 128, 82, 82, 'Male', 56.51688708488548, 1.9844594345457967, 0.12320460335716268, 46, 14.351383894268858, 97.33333333333333, 'High Risk'),
(183418, 63, 16, '56:46.2', 37.13694251, 98.62400320573649, 120, 83, 30, 'Female', 54.32857201455826, 1.6793210058452712, 0.060705539, 37, 19.264637850744705, 95.33333333333333, 'Low Risk'),
(183419, 90, 12, '55:46.2', 36.28121738296221, 97.40632547552195, 137, 81, 53, 'Male', 90.67533871252542, 1.7368048415078174, 0.094469873, 56, 30.059873205169104, 99.66666666666666, 'High Risk'),
(183420, 99, 13, '54:46.2', 36.839074540418984, 97.38807294447936, 119, 70, 23, 'Male', 60.91607179391025, 1.9514051753512927, 0.093863347, 49, 15.996942543370627, 86.33333333333333, 'High Risk'),
(183421, 71, 16, '53:46.2', 37.10059630321209, 96.27039119, 135, 71, 67, 'Female', 88.72896119008936, 1.8564124404042892, 0.14818674230276707, 64, 25.746396711794176, 92.33333333333333, 'Low Risk'),
(183422, 79, 18, '52:46.2', 36.381720764576976, 97.44543614514664, 125, 75, 50, 'Male', 68.01475043409043, 1.6970450521361997, 0.09514204, 50, 23.616545143189178, 91.66666666666666, 'Low Risk'),
(183423, 68, 18, '51:46.2', 37.00770840209234, 96.67191237740738, 117, 81, 59, 'Male', 97.85093937054332, 1.9455108795635347, 0.12914314194391546, 36, 25.852209797915854, 93, 'Low Risk'),
(183424, 81, 13, '50:46.2', 36.52526828893056, 96.82490015, 114, 87, 68, 'Male', 57.363826890162954, 1.951656399966962, 0.10324219699194997, 27, 15.060222783743775, 96, 'High Risk'),
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(183427, 74, 12, '47:46.2', 36.15677303932711, 99.48054160289075, 112, 75, 44, 'Female', 52.456818150715584, 1.6466546864375413, 0.069330091, 37, 19.346253547420808, 87.33333333333333, 'Low Risk'),
(183428, 74, 16, '46:46.2', 37.27923715527883, 95.83167371293656, 114, 82, 61, 'Male', 96.27679255496273, 1.7487607667643728, 0.067519419, 32, 31.48189098055055, 92.66666666666667, 'High Risk'),
(183429, 77, 12, '45:46.2', 37.16171943141411, 99.70033407459358, 128, 73, 37, 'Female', 82.05263288848889, 1.709703549695503, 0.089996893, 55, 28.070548212695687, 91.33333333333333, 'Low Risk'),
(183430, 87, 17, '44:46.2', 36.68959760975004, 97.21729065330729, 112, 82, 25, 'Male', 87.58700790829522, 1.7320738958345792, 0.08569492, 30, 29.194890960825788, 92, 'Low Risk'),
(183431, 91, 13, '43:46.2', 37.22893204089457, 99.10314063421846, 111, 89, 23, 'Male', 59.12384576531307, 1.6553923344156576, 0.12660466691367972, 22, 21.57549636238383, 96.33333333333333, 'High Risk'),
(183432, 64, 18, '42:46.2', 36.13326730994921, 95.35798583247025, 113, 71, 60, 'Female', 84.90518007, 1.7470681270061483, 0.1465761295664159, 42, 27.81727001373193, 85, 'Low Risk'),
(183433, 66, 19, '41:46.2', 37.46363117502515, 99.70790362582885, 115, 82, 44, 'Female', 63.30558275876988, 1.9337128764892926, 0.096785965, 33, 16.93004188948572, 93, 'High Risk'),
(183434, 84, 13, '40:46.2', 36.87232439730178, 96.21983093021966, 114, 77, 28, 'Female', 51.30231746984502, 1.8271713015720836, 0.10779888806004562, 37, 15.36662358512641, 89.33333333333333, 'High Risk'),
(183435, 81, 12, '39:46.2', 36.206871818465736, 99.55727118736792, 120, 89, 23, 'Female', 53.50930648295997, 1.5496877003055916, 0.061112037209968564, 31, 22.28132175015871, 99.33333333333333, 'Low Risk'),
(183436, 90, 14, '38:46.2', 36.12334292543775, 96.12684505687966, 124, 71, 71, 'Female', 77.93954843882696, 1.8871702324611959, 0.059535118, 53, 21.884454727827546, 88.66666666666666, 'Low Risk'),
(183437, 80, 17, '37:46.2', 36.64901508, 99.96798315880426, 138, 70, 36, 'Male', 51.64882876498517, 1.6966690993717726, 0.092510433, 68, 17.94180684421898, 92.66666666666666, 'High Risk'),
(183438, 96, 15, '36:46.2', 36.650259257968315, 99.07169641, 124, 81, 89, 'Male', 63.270624494178385, 1.6600891238641087, 0.076489256, 43, 22.958278109557785, 95.33333333333333, 'High Risk'),
(183439, 67, 17, '35:46.2', 37.222456126759674, 95.53780773102166, 115, 85, 85, 'Male', 68.89842509878673, 1.8697502915499982, 0.1217736788835342, 30, 19.707978306530258, 95, 'Low Risk'),
(183440, 75, 14, '34:46.2', 37.182451449654764, 97.48369240094674, 130, 81, 42, 'Male', 62.33882075234656, 1.8606681265704046, 0.075843464, 49, 18.006145128362096, 97.33333333333333, 'High Risk'),
(183441, 76, 19, '33:46.2', 36.43378767849952, 95.53298873042905, 136, 81, 51, 'Female', 88.50304746709169, 1.5478912044232858, 0.11673161454440036, 55, 36.9383388, 99.33333333333333, 'High Risk'),
(183442, 66, 17, '32:46.2', 37.06613786290485, 97.58000671, 126, 83, 69, 'Female', 95.78382303179353, 1.8207577715358865, 0.1463114509609454, 43, 28.89267965771992, 97.33333333333333, 'Low Risk'),
(183443, 99, 16, '31:46.2', 36.215742218527296, 97.80153169040173, 117, 73, 21, 'Male', 91.44369627716125, 1.826123642231107, 0.1202613341956134, 44, 27.421639315935682, 87.66666666666667, 'High Risk'),
(183444, 74, 13, '30:46.2', 37.359978514700444, 96.64964402022342, 111, 86, 65, 'Female', 91.55515175, 1.8391250944019581, 0.13732280695712717, 25, 27.068254196510328, 94.33333333333333, 'Low Risk'),
(183445, 71, 16, '29:46.2', 36.50483188572301, 95.23488334982777, 111, 86, 28, 'Female', 80.29922589883518, 1.7053110160394604, 0.11665602846186114, 25, 27.612400474982117, 94.33333333333333, 'Low Risk'),
(183446, 98, 16, '28:46.2', 36.87346770369417, 95.02593792985988, 138, 86, 53, 'Female', 99.74076276032854, 1.6047169534572254, 0.14128797004276877, 52, 38.732524424704955, 103.33333333333333, 'High Risk'),
(183447, 89, 18, '27:46.2', 36.054188581171175, 95.57429968611643, 127, 72, 35, 'Female', 66.17476953336525, 1.9428276663410944, 0.051648183, 55, 17.531693879846667, 90.33333333333333, 'High Risk'),
(183448, 95, 17, '26:46.2', 37.03983708914653, 98.05066542362653, 113, 75, 24, 'Male', 78.26773495192808, 1.6890257634882841, 0.11506075871568357, 38, 27.43533183318085, 87.66666666666667, 'High Risk'),
(183449, 71, 12, '25:46.2', 37.4587016, 97.83062133032661, 133, 73, 78, 'Male', 67.94522858, 1.9725888131828955, 0.1450883395376791, 60, 17.461672246501767, 93, 'High Risk'),
(183450, 60, 12, '24:46.2', 36.007927186731685, 96.51110326064898, 122, 80, 72, 'Male', 98.18113421695573, 1.5101148593223517, 0.11531413423605107, 42, 43.053462336129655, 94, 'High Risk'),
(183451, 89, 16, '23:46.2', 37.48955884602252, 99.08151891213527, 133, 88, 56, 'Female', 82.45764265140409, 1.947562802918851, 0.077803361, 45, 21.739420962183267, 103, 'Low Risk'),
(183452, 66, 14, '22:46.2', 37.032407233567284, 98.83532769, 130, 83, 60, 'Male', 98.30422372618357, 1.7858320746080578, 0.094431012, 47, 30.824137996366684, 98.66666666666667, 'High Risk'),
(183453, 65, 13, '21:46.2', 36.06797805778219, 99.26735224, 122, 79, 34, 'Male', 85.81883293891374, 1.9310477071496575, 0.1078142991846226, 43, 23.014237873653286, 93.33333333333333, 'Low Risk'),
(183454, 75, 13, '20:46.2', 36.07228200490926, 97.77787838870321, 120, 72, 41, 'Female', 63.863958883730696, 1.6103197181176758, 0.069857632, 48, 24.628140073578457, 88, 'Low Risk'),
(183455, 68, 19, '19:46.2', 37.056007997035856, 99.12611038, 131, 85, 73, 'Male', 64.02212576054131, 1.612139600707339, 0.080487786, 46, 24.63342489059523, 100.33333333333333, 'Low Risk'),
(183456, 91, 14, '18:46.2', 37.08939589, 96.76151601110213, 118, 78, 62, 'Male', 68.29709670535361, 1.78668995, 0.095657921, 40, 21.39458434461297, 91.33333333333333, 'High Risk'),
(183457, 99, 13, '17:46.2', 36.71990176752824, 95.66981606913241, 128, 71, 76, 'Female', 52.83558181422178, 1.9809346538557575, 0.1356394747278985, 57, 13.46437488868949, 90, 'High Risk'),
(183458, 93, 14, '16:46.2', 36.90959637328879, 97.96688930811825, 123, 73, 52, 'Female', 85.15319494, 1.581848563255821, 0.1272049738850658, 50, 34.03072006308032, 89.66666666666666, 'High Risk'),
(183459, 65, 19, '15:46.2', 36.53086622, 99.33674975290342, 117, 73, 67, 'Male', 67.3110674, 1.798332659902648, 0.062160233, 44, 20.813562151273604, 87.66666666666667, 'Low Risk'),
(183460, 77, 16, '14:46.2', 36.43400203316377, 99.81609083700056, 123, 75, 53, 'Male', 77.6211032, 1.597698536058361, 0.1197810890883569, 48, 30.408159627349367, 91, 'High Risk'),
(183461, 66, 13, '13:46.2', 37.224383586443764, 97.10944248213309, 112, 77, 86, 'Male', 88.51402882591726, 1.6618538403510805, 0.11463928065175695, 35, 32.049883748878855, 88.66666666666667, 'High Risk'),
(183462, 63, 12, '12:46.2', 36.96071732190241, 99.17329986924393, 110, 70, 30, 'Male', 68.28975182917458, 1.6187052283485102, 0.086247422, 40, 26.062735436511076, 83.33333333333333, 'Low Risk'),
(183463, 97, 16, '11:46.2', 36.91105365061594, 96.28517455440621, 138, 74, 40, 'Male', 99.09629074653596, 1.825263878, 0.05751642, 64, 29.74445942377971, 95.33333333333333, 'High Risk'),
(183464, 98, 14, '10:46.2', 37.43103622219775, 97.17330746550392, 128, 73, 42, 'Male', 91.07416884, 1.5166660202816473, 0.1495662330023501, 55, 39.592716734787565, 91.33333333333333, 'High Risk'),
(183465, 62, 19, '09:46.2', 36.60071559290783, 97.20129301787571, 122, 76, 27, 'Male', 53.36984485839787, 1.5197306248619098, 0.052478513, 46, 23.10801867546982, 91.33333333333333, 'Low Risk'),
(183466, 70, 13, '08:46.2', 37.206441956917814, 99.97583984, 121, 87, 38, 'Female', 50.41088180662689, 1.9754630336079817, 0.092790646, 34, 12.917738238522091, 98.33333333333333, 'High Risk'),
(183467, 75, 15, '07:46.2', 37.36812902649164, 99.58836399, 111, 89, 46, 'Male', 69.28473441923761, 1.5170458238934947, 0.084027564, 22, 30.105105813484172, 96.33333333333333, 'High Risk'),
(183468, 96, 17, '06:46.2', 36.90296811511294, 96.21860857855172, 118, 78, 88, 'Male', 91.17872088043269, 1.523673705194636, 0.1039454157810296, 40, 39.27439916618705, 91.33333333333333, 'High Risk'),
(183469, 93, 13, '05:46.2', 36.84186722790991, 97.06876374164604, 113, 75, 23, 'Male', 63.34155326, 1.9825633181156364, 0.10489052591597339, 38, 16.1151583, 87.66666666666667, 'High Risk'),
(183470, 88, 17, '04:46.2', 37.40938369424211, 98.92469215806177, 136, 79, 52, 'Female', 67.81523263349442, 1.5731758940806047, 0.14848322745971182, 57, 27.401396044384292, 98, 'Low Risk'),
(183471, 81, 19, '03:46.2', 36.43202621783556, 95.84932315697198, 119, 75, 19, 'Male', 57.79645952223848, 1.7689303345272689, 0.14242105746470662, 44, 18.47054781711448, 89.66666666666667, 'High Risk'),
(183472, 92, 16, '02:46.2', 36.042567737450945, 97.17836516951722, 118, 81, 25, 'Female', 70.25720429769959, 1.8228719878736008, 0.064168994, 37, 21.14357992875977, 93.33333333333333, 'High Risk'),
(183473, 93, 18, '01:46.2', 36.38914432076203, 95.49806134154883, 120, 72, 36, 'Female', 65.57908556927347, 1.7788814666748407, 0.10878044618743737, 48, 20.72389273431966, 88, 'High Risk'),
(183474, 75, 14, '00:46.2', 37.46720594, 95.74780757149227, 130, 70, 70, 'Female', 70.10476202546808, 1.5093196526107728, 0.1174302244341261, 60, 30.774079082214183, 90, 'High Risk'),
(183475, 81, 15, '59:46.2', 37.04091839438189, 99.40317006465415, 133, 85, 35, 'Female', 71.76014172037736, 1.842652845800508, 0.1100168204795357, 48, 21.13470757929025, 101, 'Low Risk'),
(183476, 73, 18, '58:46.2', 37.24317986391559, 99.95248433540837, 135, 73, 67, 'Female', 92.62496159350206, 1.5878752591708492, 0.058051664232727965, 62, 36.736288493118344, 93.66666666666666, 'High Risk'),
(183477, 67, 14, '57:46.2', 37.112868640290316, 98.83485724114358, 123, 74, 27, 'Male', 62.819704200647756, 1.6707303949127046, 0.11464154836285848, 49, 22.50521363196815, 90.33333333333333, 'Low Risk'),
(183478, 74, 17, '56:46.2', 37.11721934027828, 96.69236819803544, 110, 71, 65, 'Female', 54.65581658078934, 1.9070410262573363, 0.13162544545213511, 39, 15.028523506151009, 84, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(183479, 99, 17, '55:46.2', 37.28765204841799, 96.19585672510385, 116, 89, 49, 'Female', 87.08065177906661, 1.647495062005033, 0.084476524, 27, 32.08288598, 98, 'High Risk'),
(183480, 60, 18, '54:46.2', 36.095339313881574, 95.40715153240359, 116, 82, 38, 'Male', 77.05976857981994, 1.6900918533881597, 0.1064257288363054, 34, 26.97783435231573, 93.33333333333333, 'Low Risk'),
(183481, 91, 15, '53:46.2', 37.39726589967324, 96.29890522044974, 136, 73, 25, 'Female', 65.41670282071398, 1.6416257063100872, 0.14445720260697792, 63, 24.273944937797083, 94, 'High Risk'),
(183482, 96, 14, '52:46.2', 36.88210016445277, 95.35928056, 136, 83, 86, 'Male', 57.249450174225665, 1.5244607943055235, 0.14053276401697679, 53, 24.634219141644405, 100.66666666666666, 'High Risk'),
(183483, 68, 18, '51:46.2', 36.29661043761392, 96.36540159979758, 112, 82, 47, 'Male', 96.68225712695939, 1.533064992553225, 0.065057837, 30, 41.136339871061246, 92, 'High Risk'),
(183484, 72, 15, '50:46.2', 37.07995042232532, 96.26954642479271, 134, 70, 51, 'Male', 78.28894540518672, 1.6834786612009516, 0.083262015, 64, 27.62391386348865, 91.33333333333333, 'Low Risk'),
(183485, 99, 12, '49:46.2', 37.00130692331548, 99.51635269967842, 116, 83, 40, 'Female', 66.09523721744186, 1.9783974824371797, 0.12547416192910277, 33, 16.88663297371307, 94, 'High Risk'),
(183486, 75, 13, '48:46.2', 37.314583795176226, 97.99086394312425, 124, 78, 85, 'Female', 93.28011909052567, 1.6650108700631014, 0.1276801492598631, 46, 33.64766609187397, 93.33333333333333, 'High Risk'),
(183487, 65, 18, '47:46.2', 37.00899814253228, 95.18911383249632, 111, 70, 45, 'Female', 80.41283601846952, 1.7871267395127457, 0.075480241, 41, 25.17761993136692, 83.66666666666667, 'Low Risk'),
(183488, 69, 19, '46:46.2', 36.84042257178486, 97.99935838395469, 120, 81, 23, 'Female', 74.34128079350312, 1.694586921102316, 0.092882134, 39, 25.88822882946407, 94, 'Low Risk'),
(183489, 91, 19, '45:46.2', 37.20640482661173, 95.77287750316134, 113, 82, 35, 'Female', 78.70119434, 1.7741234807993327, 0.11285994899366432, 31, 25.00423865133507, 92.33333333333333, 'High Risk'),
(183490, 91, 17, '44:46.2', 36.701243881754976, 97.36829265627055, 139, 76, 56, 'Male', 50.82121162155614, 1.6793370950933295, 0.089063602, 63, 18.02060022513249, 97, 'High Risk'),
(183491, 92, 16, '43:46.2', 36.082967832779495, 96.66198218586844, 125, 88, 60, 'Female', 50.23438110989449, 1.8817239685618579, 0.1428132263599809, 37, 14.18695602, 100.33333333333333, 'High Risk'),
(183492, 83, 16, '42:46.2', 37.34584502951115, 96.21178792993257, 111, 73, 83, 'Male', 95.31979405049475, 1.8364424972898552, 0.14403017446413624, 38, 28.263661739850896, 85.66666666666667, 'Low Risk'),
(183493, 64, 19, '41:46.2', 37.29142095131659, 97.16132833162551, 135, 88, 87, 'Female', 87.92802300709127, 1.7827291092860138, 0.075901066, 47, 27.66665131403388, 103.66666666666667, 'Low Risk'),
(183494, 67, 12, '40:46.2', 37.211579289023405, 98.10920103, 127, 73, 67, 'Male', 55.63499846891251, 1.7158738382406364, 0.10650360341210145, 54, 18.89632610215993, 91, 'Low Risk'),
(183495, 61, 15, '39:46.2', 37.23030766147995, 98.95855344918775, 132, 70, 66, 'Male', 97.29342986018827, 1.7215190939179867, 0.0690519, 62, 32.82916417468887, 90.66666666666666, 'High Risk'),
(183496, 67, 19, '38:46.2', 36.704927838700534, 95.69030668699496, 111, 86, 78, 'Male', 85.29783840959874, 1.902873433761573, 0.14560825772494956, 25, 23.556904413353834, 94.33333333333333, 'Low Risk'),
(183497, 91, 19, '37:46.2', 36.19867911927835, 96.36014228, 113, 77, 28, 'Female', 93.13988857933867, 1.5921692752738723, 0.12169277658990121, 36, 36.74152990665613, 89, 'High Risk'),
(183498, 72, 18, '36:46.2', 36.44456948857537, 96.95485447555043, 117, 82, 28, 'Female', 69.01977013914018, 1.7040333851789826, 0.073908123, 35, 23.769350256594734, 93.66666666666667, 'Low Risk'),
(183499, 64, 15, '35:46.2', 36.55256709175233, 99.82897072306696, 111, 83, 75, 'Male', 54.81643513298142, 1.988460403771763, 0.12674209882326076, 28, 13.863627923663243, 92.33333333333333, 'High Risk'),
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(183675, 74, 13, '39:46.2', 36.974068953266496, 96.34136852211105, 130, 72, 56, 'Female', 64.97486490599475, 1.697478190318814, 0.12148567563618445, 58, 22.549503249455885, 91.33333333333333, 'Low Risk'),
(183676, 74, 12, '38:46.2', 36.624188717559115, 95.1556285, 124, 71, 26, 'Female', 97.72173354738538, 1.984586925613851, 0.06634158, 53, 24.811379458484144, 88.66666666666666, 'Low Risk'),
(183677, 62, 16, '37:46.2', 36.41762883, 99.68653241948475, 111, 71, 87, 'Male', 72.05909963039278, 1.7370490595898866, 0.064500385, 40, 23.881668328214488, 84.33333333333333, 'Low Risk'),
(183678, 62, 14, '36:46.2', 36.55421581243406, 99.81320690194677, 139, 89, 62, 'Male', 68.75212234708388, 1.5603600937016993, 0.11773216110503015, 50, 28.238162937826118, 105.66666666666666, 'Low Risk'),
(183679, 87, 15, '35:46.2', 36.73238673509147, 98.43051393845207, 127, 70, 71, 'Male', 98.71317180176254, 1.858234999460534, 0.13528072369138663, 57, 28.587345819819333, 89, 'Low Risk'),
(183680, 66, 18, '34:46.2', 37.11558471382766, 96.37451046944788, 137, 80, 29, 'Male', 54.07585855, 1.7430767952053603, 0.077158729, 57, 17.79796632218982, 99, 'High Risk'),
(183681, 78, 19, '33:46.2', 36.47801783479043, 95.14034626828382, 135, 72, 75, 'Female', 58.52744965, 1.8170098103349015, 0.11017451599295863, 63, 17.727400470126963, 93, 'High Risk'),
(183682, 91, 14, '32:46.2', 36.73928572, 98.50253915947079, 110, 87, 22, 'Female', 52.42433124399055, 1.8997910518800731, 0.11491643687971216, 23, 14.525169982348308, 94.66666666666667, 'High Risk'),
(183683, 70, 12, '31:46.2', 36.99919441096464, 99.24015176491463, 122, 84, 45, 'Female', 97.98963584570087, 1.8957688786108917, 0.1409047689369667, 38, 27.26524250013487, 96.66666666666667, 'Low Risk'),
(183684, 92, 16, '30:46.2', 36.48800620982717, 95.88402585, 127, 78, 67, 'Male', 85.70075863422439, 1.6413603190139416, 0.12184798861854564, 49, 31.81096227789724, 94.33333333333333, 'High Risk'),
(183685, 84, 19, '29:46.2', 37.392105711016676, 96.49661673639496, 121, 71, 73, 'Female', 83.55448543458385, 1.5404200447138003, 0.071333523, 50, 35.212061077033226, 87.66666666666666, 'High Risk'),
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(183687, 71, 18, '27:46.2', 36.07640273490945, 95.24342712, 124, 73, 85, 'Female', 63.92939001189082, 1.7815279744832813, 0.086923075, 51, 20.142587925112995, 90, 'Low Risk'),
(183688, 83, 19, '26:46.2', 36.07339834, 98.53601655234075, 123, 82, 28, 'Female', 64.41269111, 1.6644478396842168, 0.11359559721096875, 41, 23.250434021341945, 95.66666666666667, 'Low Risk'),
(183689, 83, 15, '25:46.2', 36.04730118309965, 97.96195485118145, 123, 75, 24, 'Female', 57.72374891262471, 1.9656996729123895, 0.056928154752651276, 48, 14.938954279922948, 91, 'High Risk'),
(183690, 91, 19, '24:46.2', 36.85751046034707, 95.78519819, 126, 87, 68, 'Male', 74.35702624582726, 1.8650025983359786, 0.094980262, 39, 21.377805937341233, 100, 'High Risk'),
(183691, 83, 12, '23:46.2', 36.847201102174154, 98.5245402, 135, 74, 41, 'Male', 98.46542597636223, 1.8291963328864782, 0.12208865104876881, 61, 29.428160768626967, 94.33333333333333, 'Low Risk'),
(183692, 94, 12, '22:46.2', 36.92041886465047, 99.85628989549497, 126, 76, 47, 'Female', 87.38565317127214, 1.9192168763117212, 0.13568357221185723, 50, 23.724224715353774, 92.66666666666666, 'High Risk'),
(183693, 71, 13, '21:46.2', 36.560550417058714, 99.25531023468825, 124, 82, 22, 'Male', 92.92136943411239, 1.7365643747433797, 0.069493816, 42, 30.812988863919845, 96, 'High Risk'),
(183694, 99, 18, '20:46.2', 37.25517377759384, 96.07973262529106, 117, 72, 27, 'Male', 71.52821237795163, 1.5195902371018235, 0.05786266, 45, 30.975931982086554, 87, 'High Risk'),
(183695, 86, 15, '19:46.2', 36.41120412070526, 95.48524042621648, 123, 74, 64, 'Male', 90.70223737832298, 1.6920097643747716, 0.074317058, 49, 31.681976691529215, 90.33333333333333, 'High Risk'),
(183696, 61, 15, '18:46.2', 36.64604018, 95.08454109043991, 110, 78, 48, 'Female', 88.59864042277303, 1.9032960542004365, 0.12805296109498243, 32, 24.45762957327569, 88.66666666666667, 'Low Risk'),
(183697, 92, 18, '17:46.2', 36.599695370074194, 98.19726967530094, 122, 86, 33, 'Female', 84.72494016660724, 1.6053175923843506, 0.1387678975519434, 36, 32.876784931619774, 98, 'High Risk'),
(183698, 93, 12, '16:46.2', 36.85031049880991, 97.59055016299199, 110, 84, 55, 'Female', 99.92618564, 1.896117735161161, 0.11610584088352933, 26, 27.793849989731342, 92.66666666666667, 'High Risk'),
(183699, 63, 13, '15:46.2', 37.29065314980106, 99.18097774465394, 136, 77, 38, 'Male', 98.59897051068418, 1.8084500873273155, 0.056205109, 59, 30.14805692897538, 96.66666666666666, 'High Risk'),
(183700, 93, 18, '14:46.2', 37.11314288820818, 98.15508526804781, 127, 84, 81, 'Male', 55.573354727858785, 1.587232529109735, 0.053944529, 43, 22.05898387519431, 98.33333333333333, 'High Risk'),
(183701, 97, 16, '13:46.2', 36.55903930353424, 99.52280880898049, 133, 70, 63, 'Female', 54.21898182077639, 1.688359664088106, 0.14265160028502705, 63, 19.020477766958575, 91, 'High Risk'),
(183702, 89, 18, '12:46.2', 36.16191377801276, 96.20965634304021, 119, 84, 51, 'Male', 55.571476720372345, 1.9886762076931497, 0.058715355, 35, 14.05153539750026, 95.66666666666667, 'High Risk'),
(183703, 60, 14, '11:46.2', 37.378993519471045, 95.65859033468548, 139, 71, 89, 'Male', 98.01269438, 1.9893466751027549, 0.087155416, 68, 24.766314485749678, 93.66666666666666, 'Low Risk'),
(183704, 69, 16, '10:46.2', 36.197239637819926, 96.51592632, 111, 84, 42, 'Female', 58.43838483445881, 1.6884929850107848, 0.092323932, 27, 20.497442780610935, 93, 'Low Risk'),
(183705, 82, 12, '09:46.2', 37.00799815, 99.58090867398911, 114, 76, 85, 'Female', 78.48688633613959, 1.5370789272818186, 0.13466954255994673, 38, 33.220392798765324, 88.66666666666667, 'High Risk'),
(183706, 79, 12, '08:46.2', 36.26157703456607, 98.40470683236884, 111, 85, 76, 'Male', 98.96223949, 1.7509220104576908, 0.058646699616835024, 26, 32.28017722, 93.66666666666667, 'High Risk'),
(183707, 98, 16, '07:46.2', 37.21905844144503, 97.88883283385226, 129, 75, 19, 'Female', 67.50091016459575, 1.6420016896118652, 0.086569103, 54, 25.03585510690056, 93, 'High Risk'),
(183708, 90, 19, '06:46.2', 37.19406393806425, 99.53383594, 117, 77, 42, 'Female', 50.63130854389214, 1.674993558963127, 0.1157690054726031, 40, 18.046495144901634, 90.33333333333333, 'High Risk'),
(183709, 99, 16, '05:46.2', 36.155868597233024, 99.07206013059144, 137, 81, 20, 'Female', 93.92794049225648, 1.5055398435575071, 0.077172956, 56, 41.439097943358036, 99.66666666666666, 'High Risk'),
(183710, 68, 17, '04:46.2', 36.54171974, 98.51962044183493, 121, 85, 18, 'Female', 98.80057769006771, 1.7996975496709762, 0.1040759684831449, 36, 30.504255734418173, 97, 'High Risk'),
(183711, 61, 15, '03:46.2', 36.91581715312509, 97.21086873467067, 125, 85, 21, 'Female', 75.93792970994289, 1.9912098196972385, 0.10620751736893008, 40, 19.15246609299465, 98.33333333333333, 'Low Risk'),
(183712, 67, 15, '02:46.2', 36.54275681085512, 95.44162444118663, 129, 76, 29, 'Female', 76.56641122035676, 1.6172872538207734, 0.062893543, 53, 29.272779673428204, 93.66666666666666, 'Low Risk'),
(183713, 87, 18, '01:46.2', 36.10714381883267, 99.04219241199766, 131, 87, 21, 'Female', 91.57814582065085, 1.6714240730683814, 0.11522080314064032, 44, 32.78072393196046, 101.66666666666667, 'High Risk'),
(183714, 99, 18, '00:46.2', 36.52527312593798, 97.87521230754696, 115, 84, 39, 'Male', 61.98817450399851, 1.7452514906371153, 0.11110782596229789, 31, 20.351330713728945, 94.33333333333333, 'High Risk'),
(183715, 88, 18, '59:46.2', 37.09832932287982, 95.35355889606328, 116, 76, 21, 'Female', 52.01563765590414, 1.905996383300231, 0.14765139130594457, 40, 14.318244770572104, 89.33333333333333, 'High Risk'),
(183716, 71, 12, '58:46.2', 36.62919482838424, 96.94092319624947, 136, 73, 74, 'Female', 58.22440997413221, 1.5620559227280955, 0.13539893189706498, 63, 23.86228016916559, 94, 'Low Risk'),
(183717, 66, 15, '57:46.2', 36.4520512, 95.86784366003795, 127, 88, 27, 'Female', 60.391117347419566, 1.6961032154794067, 0.054499911706701355, 39, 20.992710175080393, 101, 'Low Risk'),
(183718, 73, 12, '56:46.2', 36.33551691307736, 97.93418478960658, 119, 85, 66, 'Male', 57.10867569115677, 1.710232471407851, 0.058947665949179565, 34, 19.52503375897922, 96.33333333333333, 'Low Risk'),
(183719, 79, 13, '55:46.2', 36.19049465544628, 96.07654153592453, 118, 83, 59, 'Male', 97.47290658797127, 1.6124579216368182, 0.071286188, 35, 37.489283161093205, 94.66666666666667, 'High Risk'),
(183720, 80, 19, '54:46.2', 37.46024564856948, 99.70734439372734, 114, 82, 46, 'Male', 97.52469201098987, 1.5077806009391002, 0.14360415515151623, 32, 42.89812246195365, 92.66666666666667, 'High Risk'),
(183721, 66, 19, '53:46.2', 36.14286540050297, 97.89967380685232, 123, 83, 42, 'Male', 61.87017142231072, 1.8839044012457475, 0.076821445, 40, 17.43265750779743, 96.33333333333333, 'High Risk'),
(183722, 81, 15, '52:46.2', 36.82909257614895, 95.75335166181708, 118, 83, 18, 'Male', 93.84995099, 1.5831544828532738, 0.13734394878644418, 35, 37.44445036764712, 94.66666666666667, 'High Risk'),
(183723, 64, 18, '51:46.2', 36.544913880559456, 95.9835744, 126, 80, 41, 'Female', 69.37696615778195, 1.714160300373088, 0.065576048, 46, 23.610894403855124, 95.33333333333333, 'Low Risk'),
(183724, 64, 19, '50:46.2', 36.37066698823744, 99.39155818, 114, 71, 70, 'Male', 60.54521553090173, 1.9101812641463405, 0.087719339, 43, 16.59321986, 85.33333333333333, 'High Risk'),
(183725, 71, 12, '49:46.2', 37.39079174347959, 99.71979330261134, 137, 89, 63, 'Male', 81.69800252, 1.7492730726532306, 0.10355267819043892, 48, 26.699075075710624, 105, 'Low Risk'),
(183726, 73, 15, '48:46.2', 36.54466990104302, 98.57559093, 121, 82, 85, 'Male', 68.06996674, 1.8733009652339692, 0.099869377, 39, 19.397261676195882, 95, 'Low Risk'),
(183727, 79, 16, '47:46.2', 36.95559705318922, 96.41436090554362, 125, 87, 31, 'Female', 82.32866501483822, 1.9262303546985624, 0.066624204, 38, 22.188841522307012, 99.66666666666667, 'Low Risk'),
(183728, 96, 18, '46:46.2', 36.562989528947035, 96.45568416124802, 114, 79, 69, 'Male', 97.11201637103832, 1.892215854, 0.091701943, 35, 27.12261864121894, 90.66666666666667, 'High Risk'),
(183729, 81, 18, '45:46.2', 36.78335011412599, 99.24126895882479, 121, 88, 61, 'Male', 59.58560348449955, 1.7603062628058277, 0.072526823, 33, 19.229361945336784, 99, 'Low Risk'),
(183730, 61, 18, '44:46.2', 36.56493645432395, 96.95993278, 132, 72, 48, 'Female', 90.43908171565234, 1.6880468612424009, 0.1308758083423647, 60, 31.738554731821385, 92, 'High Risk'),
(183731, 81, 14, '43:46.2', 36.39227758279074, 95.07490654781164, 125, 73, 30, 'Male', 78.78530838005679, 1.506163925034747, 0.067648911, 52, 34.72967798529019, 90.33333333333333, 'High Risk'),
(183732, 69, 14, '42:46.2', 36.5583196, 95.67539939810993, 133, 83, 53, 'Male', 83.95812420820629, 1.8595114832429005, 0.1366303032492045, 50, 24.280912153534686, 99.66666666666666, 'Low Risk'),
(183733, 85, 14, '41:46.2', 37.09989516245489, 97.18033345, 135, 73, 78, 'Female', 54.45249368596469, 1.8915928334491081, 0.051706107036587956, 62, 15.218170776963415, 93.66666666666666, 'High Risk'),
(183734, 85, 15, '40:46.2', 37.142223226795984, 96.92913314, 116, 86, 18, 'Male', 63.82838843774354, 1.9938998726823853, 0.10701140308711438, 30, 16.054884592722704, 96, 'High Risk'),
(183735, 79, 19, '39:46.2', 36.01132735, 95.88311152735032, 132, 85, 40, 'Female', 74.04088998952065, 1.7936980797116189, 0.10030438607854418, 47, 23.012984451937985, 100.66666666666667, 'Low Risk'),
(183736, 84, 13, '38:46.2', 36.70018357662882, 97.72778402025239, 135, 70, 51, 'Male', 52.44454227156812, 1.6757058133045304, 0.052068497, 65, 18.676897987760583, 91.66666666666666, 'Low Risk'),
(183737, 70, 15, '37:46.2', 36.37273737, 97.57077157185321, 120, 87, 24, 'Male', 62.18998580250778, 1.7771283672553464, 0.13623922875429267, 33, 19.69168405286241, 98, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(183738, 73, 19, '36:46.2', 36.89954305879448, 98.69171976698426, 114, 83, 28, 'Male', 70.67870914646039, 1.860453925833857, 0.094443051, 31, 20.419766457854454, 93.33333333333333, 'Low Risk'),
(183739, 78, 19, '35:46.2', 36.18292710309573, 98.81328614644299, 113, 80, 45, 'Female', 68.02009361, 1.8784468793467408, 0.10592477127458819, 33, 19.27699741, 91, 'Low Risk'),
(183740, 76, 13, '34:46.2', 36.546622935401125, 99.33041549823572, 138, 77, 25, 'Female', 96.24813630599185, 1.7923549369886906, 0.095933807, 61, 29.96017156238187, 97.33333333333333, 'Low Risk'),
(183741, 85, 12, '33:46.2', 36.50451986, 98.93432505, 115, 81, 19, 'Male', 98.01895032537749, 1.7227658299565718, 0.0579774, 34, 33.02611957526576, 92.33333333333333, 'High Risk'),
(183742, 75, 15, '32:46.2', 37.034642544469506, 99.92414062475154, 139, 83, 35, 'Female', 50.068145915633586, 1.7058596341390433, 0.076689227, 56, 17.205802128100697, 101.66666666666666, 'High Risk'),
(183743, 60, 19, '31:46.2', 36.52130307810941, 98.11350339301582, 136, 81, 69, 'Female', 74.96550553794242, 1.6191341103636245, 0.092625096, 55, 28.59537720096671, 99.33333333333333, 'Low Risk'),
(183744, 87, 13, '30:46.2', 37.21997577867764, 99.55570036201232, 133, 88, 34, 'Male', 77.55293802690854, 1.9278150157558671, 0.1302055063019617, 45, 20.867361418212642, 103, 'Low Risk'),
(183745, 78, 12, '29:46.2', 36.04375165784219, 98.68586285700694, 113, 76, 56, 'Female', 73.56859788721455, 1.9697156050165983, 0.14928167990898455, 37, 18.962056132673336, 88.33333333333333, 'Low Risk'),
(183746, 89, 18, '28:46.2', 36.71317438358456, 96.05960264881928, 115, 80, 67, 'Male', 54.9564498, 1.8785361121525541, 0.08026289, 35, 15.573261391291673, 91.66666666666667, 'High Risk'),
(183747, 85, 14, '27:46.2', 37.14972343, 95.91689896170583, 138, 82, 18, 'Male', 97.20945722317755, 1.7817871475199314, 0.11404086985367788, 56, 30.61941396582008, 100.66666666666666, 'High Risk'),
(183748, 71, 19, '26:46.2', 36.93429526491647, 98.98382173954384, 138, 85, 50, 'Male', 89.66182511392705, 1.7911642067507305, 0.099765437, 53, 27.947101408912346, 102.66666666666666, 'Low Risk'),
(183749, 87, 18, '25:46.2', 37.11652220400515, 98.15805995893207, 111, 84, 67, 'Male', 52.796859975182564, 1.558644964853021, 0.082934496, 27, 21.732700369242806, 93, 'Low Risk'),
(183750, 71, 12, '24:46.2', 37.22317257695303, 98.44994591483824, 122, 89, 79, 'Male', 54.30124651559181, 1.928636202572209, 0.061030225, 33, 14.59853145055345, 100, 'High Risk'),
(183751, 60, 15, '23:46.2', 36.57140704202094, 99.06162272797923, 116, 85, 65, 'Female', 93.97659900237693, 1.5821584141883978, 0.062928525, 31, 37.542206436660386, 95.33333333333333, 'High Risk'),
(183752, 87, 13, '22:46.2', 36.299240336258855, 96.29468659788309, 127, 87, 44, 'Male', 91.28512652308984, 1.8192221280813285, 0.064257109, 40, 27.58217832892602, 100.33333333333333, 'Low Risk'),
(183753, 96, 14, '21:46.2', 36.75741153430742, 97.73686718657025, 135, 89, 74, 'Female', 81.82709609597603, 1.506030887, 0.078825671, 46, 36.07691400023111, 104.33333333333333, 'High Risk'),
(183754, 88, 17, '20:46.2', 36.14928673454023, 97.29527767917358, 119, 72, 83, 'Female', 59.53999609661595, 1.9839064967735622, 0.11532374848078286, 47, 15.127473561612703, 87.66666666666667, 'High Risk'),
(183755, 78, 17, '19:46.2', 37.15824056443469, 98.63007435202641, 117, 77, 65, 'Female', 91.03706406727235, 1.799918180667119, 0.1188207029249239, 40, 28.100413840977712, 90.33333333333333, 'Low Risk'),
(183756, 91, 19, '18:46.2', 37.38099379720899, 97.24632196108654, 113, 73, 32, 'Female', 75.31514572464717, 1.5325750580399595, 0.069081336, 40, 32.06555890216588, 86.33333333333333, 'High Risk'),
(183757, 77, 19, '17:46.2', 36.293432810851336, 96.45111157373123, 132, 76, 21, 'Female', 71.12795589553882, 1.7471098470727193, 0.080163789, 56, 23.302359867377103, 94.66666666666666, 'Low Risk'),
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(183933, 63, 12, '21:46.2', 36.598463386421216, 95.70594689508437, 138, 81, 67, 'Male', 77.96722829, 1.9650673250815096, 0.14414731905322462, 57, 20.190972013993413, 100, 'Low Risk'),
(183934, 61, 14, '20:46.2', 37.29071774911332, 97.28437176, 124, 83, 28, 'Male', 69.60829261847952, 1.858992305410547, 0.071241955, 41, 20.142148660100364, 96.66666666666667, 'Low Risk'),
(183935, 69, 17, '19:46.2', 36.84151277640744, 95.93401610992304, 110, 87, 38, 'Female', 58.791596816300036, 1.9932695417540187, 0.13899361340655958, 23, 14.797324401862165, 94.66666666666667, 'High Risk'),
(183936, 69, 16, '18:46.2', 36.65816513863602, 97.73089547170599, 122, 83, 31, 'Male', 94.29131141159358, 1.5939133924618176, 0.067967916, 39, 37.11438227161268, 96, 'High Risk'),
(183937, 61, 12, '17:46.2', 37.45418493325457, 97.67004031062208, 121, 77, 85, 'Female', 85.21649059, 1.566387656, 0.10990414123605319, 44, 34.731628009284584, 91.66666666666667, 'High Risk'),
(183938, 69, 19, '16:46.2', 37.34512793115661, 97.21885372821099, 126, 76, 33, 'Female', 79.22963925800427, 1.5173807589310295, 0.10605952792586773, 50, 34.41109821, 92.66666666666666, 'High Risk'),
(183939, 61, 16, '15:46.2', 37.03905709566517, 99.90870814228448, 139, 76, 76, 'Male', 80.50835843905575, 1.5633141267009354, 0.10715128417058312, 63, 32.941886520621786, 97, 'High Risk'),
(183940, 64, 19, '14:46.2', 36.96691825415391, 97.87579355886338, 133, 78, 64, 'Male', 54.503488442022984, 1.9191243450265465, 0.06582415, 55, 14.798512727163944, 96.33333333333333, 'High Risk'),
(183941, 76, 17, '13:46.2', 37.42102765669595, 96.64090774557188, 120, 75, 30, 'Female', 62.722321940566026, 1.758536974898084, 0.063253918, 45, 20.28238951369676, 90, 'Low Risk'),
(183942, 84, 17, '12:46.2', 36.873554067180834, 99.05059703872344, 114, 83, 56, 'Female', 65.84549658492028, 1.7503302803116552, 0.1465668386710546, 31, 21.49245694, 93.33333333333333, 'Low Risk'),
(183943, 96, 15, '11:46.2', 37.42335919684862, 96.05095717750612, 132, 74, 43, 'Female', 52.273734261220355, 1.7865535559764334, 0.093940936, 58, 16.37764474400881, 93.33333333333333, 'High Risk'),
(183944, 83, 18, '10:46.2', 36.15318532953846, 99.04265523019963, 110, 79, 57, 'Female', 56.159622027740085, 1.9465080812439788, 0.051781447, 31, 14.822168770361271, 89.33333333333333, 'High Risk'),
(183945, 87, 14, '09:46.2', 36.22835086405555, 96.30218857708282, 136, 83, 58, 'Female', 67.48476825832302, 1.575837101027459, 0.061332685, 53, 27.175848861680553, 100.66666666666666, 'Low Risk'),
(183946, 79, 18, '08:46.2', 36.039782145832724, 99.12599771871604, 123, 76, 82, 'Male', 62.89002732562693, 1.7520646299564637, 0.09535601, 47, 20.48714960174778, 91.66666666666667, 'Low Risk'),
(183947, 89, 19, '07:46.2', 37.23979234067487, 98.87785546628726, 127, 87, 59, 'Male', 74.82865291016392, 1.8476577469515156, 0.13804635674706653, 40, 21.919208733959977, 100.33333333333333, 'Low Risk'),
(183948, 66, 19, '06:46.2', 36.151540962663056, 98.42590573193787, 127, 80, 34, 'Male', 80.32226118068033, 1.9030041081389801, 0.12250417545165242, 47, 22.17974119666009, 95.66666666666667, 'Low Risk'),
(183949, 86, 14, '05:46.2', 36.03514827535902, 95.64539936109078, 124, 72, 89, 'Male', 75.93952434268716, 1.629164720733374, 0.131865627, 52, 28.61131894317351, 89.33333333333333, 'Low Risk'),
(183950, 83, 12, '04:46.2', 37.027480406637004, 98.12218121, 134, 77, 26, 'Male', 93.27600264, 1.9691856247649193, 0.12594918043374215, 57, 24.054515428597792, 96, 'Low Risk'),
(183951, 79, 16, '03:46.2', 36.21671528176969, 97.61858885994313, 131, 81, 27, 'Male', 81.45994889027837, 1.7774587628494163, 0.058852574, 50, 25.78368967796338, 97.66666666666666, 'Low Risk'),
(183952, 95, 17, '02:46.2', 36.21493354, 96.4305917, 137, 88, 64, 'Male', 50.02150141376558, 1.8841385923076683, 0.073076553, 49, 14.090650168011459, 104.33333333333333, 'High Risk'),
(183953, 76, 12, '01:46.2', 37.18535122786372, 99.26017525073586, 113, 76, 21, 'Male', 92.85382302338658, 1.8665210560238792, 0.11740855569909249, 37, 26.65225761364894, 88.33333333333333, 'Low Risk'),
(183954, 78, 15, '00:46.2', 36.56049412995135, 98.45541801028577, 122, 75, 65, 'Female', 96.21625405206231, 1.6755654803917925, 0.09807491, 47, 34.27090993127846, 90.66666666666667, 'High Risk'),
(183955, 72, 18, '59:46.2', 36.30271010162558, 96.58040031253287, 131, 88, 74, 'Female', 80.77476868685181, 1.9199605685134502, 0.13975121279407246, 43, 21.912458379308696, 102.33333333333333, 'Low Risk'),
(183956, 84, 17, '58:46.2', 36.48816237347892, 98.89239177068295, 134, 71, 46, 'Female', 87.60211283, 1.563763128525128, 0.1285550965614535, 63, 35.82388179081192, 92, 'High Risk'),
(183957, 71, 19, '57:46.2', 37.32962393937529, 97.15011318455787, 117, 77, 55, 'Male', 74.68890982367253, 1.7055253707476865, 0.06781228, 40, 25.676732227914915, 90.33333333333333, 'Low Risk'),
(183958, 85, 19, '56:46.2', 36.98299935, 96.12939940885866, 130, 78, 78, 'Female', 78.24896955699728, 1.6712971680670061, 0.072289205, 52, 28.013751544707976, 95.33333333333333, 'Low Risk'),
(183959, 64, 18, '55:46.2', 36.239610427869756, 95.92351107856315, 130, 82, 49, 'Male', 52.190727202148345, 1.6470818963377807, 0.1233850018760131, 48, 19.238134677041387, 98, 'Low Risk'),
(183960, 67, 17, '54:46.2', 37.37421778914814, 98.11434207751768, 130, 89, 69, 'Female', 61.94253474009139, 1.552504461505484, 0.125209857, 41, 25.69941628663784, 102.66666666666667, 'Low Risk'),
(183961, 87, 15, '53:46.2', 37.13864715210264, 98.99094618351154, 139, 79, 63, 'Female', 61.99707622369884, 1.6640999782721762, 0.08058663, 60, 22.38784950481067, 99, 'Low Risk'),
(183962, 97, 12, '52:46.2', 36.189521921033844, 98.32571973509103, 139, 89, 37, 'Male', 95.61010011136582, 1.9104621189018984, 0.1424103624292583, 50, 26.195513206750057, 105.66666666666666, 'High Risk'),
(183963, 83, 14, '51:46.2', 36.404496889097516, 98.59014581311887, 124, 74, 51, 'Male', 51.21379589615488, 1.561879074513493, 0.11864058492057838, 50, 20.99385307529821, 90.66666666666666, 'Low Risk'),
(183964, 64, 15, '50:46.2', 36.53458503288385, 97.08107515628039, 124, 77, 84, 'Male', 70.43761468300374, 1.6977076937839817, 0.060313551, 47, 24.438739764982653, 92.66666666666667, 'Low Risk'),
(183965, 66, 13, '49:46.2', 36.472747117915674, 99.45280952389358, 122, 87, 37, 'Male', 53.502004174835946, 1.7189766045357142, 0.081088476, 35, 18.106316977210607, 98.66666666666667, 'High Risk'),
(183966, 83, 15, '48:46.2', 37.37163921875345, 96.94942282248236, 132, 76, 20, 'Male', 60.05884853307353, 1.5787401795553377, 0.13028204841123825, 56, 24.09659494406619, 94.66666666666666, 'Low Risk'),
(183967, 64, 15, '47:46.2', 36.48116251097432, 98.53069722465781, 112, 86, 22, 'Male', 76.02607456231954, 1.859694694957392, 0.06528744, 26, 21.982610396579002, 94.66666666666667, 'Low Risk'),
(183968, 82, 15, '46:46.2', 36.34836348, 98.64333518789469, 111, 87, 49, 'Male', 64.98894012171378, 1.6263873643535047, 0.099933171, 24, 24.569225774298722, 95, 'Low Risk'),
(183969, 70, 17, '45:46.2', 36.47305573832626, 98.18897033769102, 127, 89, 82, 'Male', 64.22403680001862, 1.7134437805996936, 0.1163425339332152, 38, 21.875494580796378, 101.66666666666667, 'Low Risk'),
(183970, 67, 19, '44:46.2', 36.27398324129325, 97.52630690405685, 127, 88, 35, 'Male', 94.01033001874266, 1.957046597567497, 0.10679266605677715, 39, 24.545576933308265, 101, 'Low Risk'),
(183971, 98, 14, '43:46.2', 36.08087895854677, 99.85802902, 115, 89, 57, 'Male', 86.49887062430264, 1.880585102484157, 0.086000917, 26, 24.45819787640943, 97.66666666666667, 'High Risk'),
(183972, 61, 19, '42:46.2', 37.11115408372306, 97.79144258519837, 136, 85, 80, 'Male', 73.54396663116106, 1.6750501574600802, 0.051458994083931314, 51, 26.211472423173188, 102, 'Low Risk'),
(183973, 61, 14, '41:46.2', 36.577750693136714, 96.41166110197969, 116, 71, 37, 'Male', 75.87843141933098, 1.502633990385498, 0.12609544327053157, 45, 33.60562116337025, 86, 'High Risk'),
(183974, 65, 19, '40:46.2', 36.88193731146516, 99.78585593282025, 114, 75, 23, 'Female', 97.79282111721459, 1.9515738413425767, 0.1223813517738276, 39, 25.676569418975387, 88, 'Low Risk'),
(183975, 67, 16, '39:46.2', 37.139687308576136, 98.01216496850518, 132, 88, 86, 'Male', 58.996169971647646, 1.793715166291486, 0.10713364980711865, 44, 18.336517519544547, 102.66666666666667, 'High Risk'),
(183976, 80, 18, '38:46.2', 36.824270114696894, 99.30252407, 117, 71, 81, 'Female', 60.70940838613353, 1.8674055477813682, 0.061834804, 46, 17.40919586032932, 86.33333333333333, 'High Risk'),
(183977, 92, 17, '37:46.2', 37.12986348082302, 99.96882891953805, 137, 70, 69, 'Male', 85.24687294246252, 1.7218149552678161, 0.11230593347890448, 67, 28.75447917183355, 92.33333333333333, 'High Risk'),
(183978, 78, 19, '36:46.2', 37.09679284, 98.15202038288858, 134, 74, 77, 'Female', 66.65128465201778, 1.6001589352679706, 0.1065208753602053, 60, 26.03048635743671, 94, 'Low Risk'),
(183979, 80, 13, '35:46.2', 37.38529003971781, 99.60880042915436, 127, 80, 89, 'Male', 63.92959024553286, 1.631481918854489, 0.056427076, 47, 24.018030434990404, 95.66666666666667, 'Low Risk'),
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(183981, 98, 16, '33:46.2', 36.77349121, 96.08145655410844, 115, 78, 88, 'Female', 93.17003267403702, 1.613304730888163, 0.0822361, 37, 35.79673635293049, 90.33333333333333, 'High Risk'),
(183982, 61, 18, '32:46.2', 36.17845095, 98.71020309767817, 118, 88, 80, 'Female', 97.11043899358125, 1.6975178334235648, 0.13739143047053826, 30, 33.70056844391961, 98, 'High Risk'),
(183983, 77, 16, '31:46.2', 36.67866913877733, 97.71806403936564, 115, 77, 69, 'Male', 72.31610143865967, 1.9234623676892708, 0.11081389879026268, 38, 19.546437611950235, 89.66666666666667, 'Low Risk'),
(183984, 74, 19, '30:46.2', 36.72747031630831, 96.77768119, 133, 76, 45, 'Male', 55.211386035154916, 1.8243782933301265, 0.12676798095545355, 57, 16.58818450547994, 95, 'High Risk'),
(183985, 67, 19, '29:46.2', 37.19360954112708, 99.61311030610146, 122, 80, 80, 'Male', 83.49494980544796, 1.6118355549709409, 0.053885966, 42, 32.137992491453254, 94, 'High Risk'),
(183986, 80, 19, '28:46.2', 37.28051510291869, 97.32027649, 135, 83, 23, 'Female', 68.06231912259992, 1.9796962144130856, 0.10735998996466481, 52, 17.366393514364344, 100.33333333333333, 'High Risk'),
(183987, 88, 18, '27:46.2', 37.087681874466824, 98.27325494556048, 130, 86, 38, 'Male', 51.776376715964446, 1.670377906, 0.10712226369523128, 44, 18.556761309006525, 100.66666666666667, 'Low Risk'),
(183988, 95, 19, '26:46.2', 37.19099536821636, 98.16070387820164, 133, 79, 35, 'Female', 56.83897221642702, 1.5561268689297008, 0.065806383, 54, 23.472330585471674, 97, 'High Risk'),
(183989, 63, 14, '25:46.2', 36.30833982564293, 96.64688864025094, 123, 86, 19, 'Female', 83.79598788502253, 1.5675253685052746, 0.078116658, 37, 34.10311653760976, 98.33333333333333, 'High Risk'),
(183990, 62, 19, '24:46.2', 37.08852867956765, 95.60660741544994, 113, 72, 20, 'Male', 77.42515628, 1.6963271640818298, 0.14291878370109318, 41, 26.906849975955364, 85.66666666666667, 'Low Risk'),
(183991, 81, 13, '23:46.2', 36.593432288501944, 96.48160982978011, 121, 80, 32, 'Female', 95.22307811402405, 1.5681168636916558, 0.1421083745438716, 41, 38.724459563367326, 93.66666666666667, 'High Risk'),
(183992, 80, 17, '22:46.2', 36.83215392591326, 99.59961242943186, 124, 72, 31, 'Female', 78.16130638, 1.689752318028611, 0.13130838862044453, 52, 27.37446925930318, 89.33333333333333, 'Low Risk'),
(183993, 84, 13, '21:46.2', 36.30004588386021, 97.95595944873124, 116, 80, 56, 'Male', 53.94628195266744, 1.779527259195472, 0.072329458, 36, 17.03539577976455, 92, 'High Risk'),
(183994, 97, 14, '20:46.2', 37.482118370102526, 98.05716559760431, 115, 74, 67, 'Male', 60.76537882437289, 1.5849182169124205, 0.14924729297005335, 41, 24.190369124393442, 87.66666666666667, 'High Risk'),
(183995, 83, 13, '19:46.2', 36.65067795908309, 99.24962710590202, 122, 86, 21, 'Male', 59.45914940777042, 1.8997622952686002, 0.11139778736600514, 36, 16.474800499000086, 98, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(183997, 93, 13, '17:46.2', 36.39573036920234, 99.65773802043776, 126, 71, 46, 'Female', 93.05105775583195, 1.572193524736008, 0.067088969, 55, 37.645173912466234, 89.33333333333333, 'High Risk'),
(183998, 65, 13, '16:46.2', 37.25943492540539, 96.13739493, 127, 76, 82, 'Male', 99.46213751205966, 1.6410397250913051, 0.14407927470774257, 51, 36.93342637745864, 93, 'High Risk'),
(183999, 95, 17, '15:46.2', 37.070091897440356, 98.67043540146025, 137, 85, 47, 'Female', 63.74220239909997, 1.6035068759663744, 0.10530009769206986, 52, 24.790507176876215, 102.33333333333333, 'High Risk'),
(184000, 76, 14, '14:46.2', 36.40736233232013, 97.61129838078254, 135, 73, 30, 'Male', 71.50650519458318, 1.9134130936651061, 0.095423238, 62, 19.53116143787683, 93.66666666666666, 'Low Risk'),
(184001, 77, 13, '13:46.2', 36.218949085246194, 95.39725858842904, 114, 89, 57, 'Female', 87.08096711102031, 1.9681214175018606, 0.079649244, 25, 22.481198936708818, 97.33333333333333, 'Low Risk'),
(184002, 85, 19, '12:46.2', 36.57855811949133, 95.53866791861405, 129, 70, 28, 'Male', 81.12780691711346, 1.522904767804906, 0.12744770300400526, 59, 34.98035748048041, 89.66666666666666, 'High Risk'),
(184003, 89, 19, '11:46.2', 36.31186480247278, 96.02564122, 110, 80, 40, 'Male', 85.40106742, 1.768716341418214, 0.11941120402936418, 30, 27.299011546606938, 90, 'Low Risk'),
(184004, 88, 16, '10:46.2', 37.42263341920703, 97.84954453, 114, 88, 34, 'Male', 59.375693903206226, 1.8284340138125512, 0.059969098, 26, 17.760292524047006, 96.66666666666667, 'High Risk'),
(184005, 60, 13, '09:46.2', 37.14462331061454, 99.93535731931459, 122, 80, 80, 'Female', 92.16732215155884, 1.5416826451004395, 0.093551255, 42, 38.77814252678075, 94, 'High Risk'),
(184006, 60, 18, '08:46.2', 37.357520201400924, 98.79839882, 136, 78, 24, 'Male', 86.18720954811366, 1.897616675960663, 0.12897357221144481, 58, 23.934581794436873, 97.33333333333333, 'Low Risk'),
(184007, 97, 17, '07:46.2', 37.24969816939693, 96.16592671, 124, 75, 73, 'Female', 97.24788442813849, 1.8637280402684158, 0.064330791, 49, 27.99723119405762, 91.33333333333333, 'High Risk'),
(184008, 67, 17, '06:46.2', 36.92753471666975, 97.80135862450912, 133, 75, 79, 'Female', 75.80735538694374, 1.690621690293457, 0.10201738, 58, 26.522745191547216, 94.33333333333333, 'Low Risk'),
(184009, 84, 19, '05:46.2', 36.195274655009186, 96.35440413537583, 116, 76, 62, 'Female', 94.06882031007189, 1.8807469667822025, 0.12199409144200322, 40, 26.59407918490822, 89.33333333333333, 'Low Risk'),
(184010, 97, 17, '04:46.2', 36.35274749769469, 96.27931907664885, 114, 89, 77, 'Female', 50.02080091539855, 1.7676682924793101, 0.070388408, 25, 16.008443131085023, 97.33333333333333, 'High Risk'),
(184011, 68, 13, '03:46.2', 36.507933129279884, 96.18067089673949, 116, 74, 77, 'Female', 84.39086195112351, 1.9373810233666815, 0.13735784966493275, 42, 22.483573566847724, 88, 'Low Risk'),
(184012, 87, 16, '02:46.2', 37.184174625495984, 95.10581158252704, 130, 70, 24, 'Female', 84.20022615, 1.8659629623626024, 0.11024725909899036, 60, 24.182835386679166, 90, 'Low Risk'),
(184013, 74, 17, '01:46.2', 36.20072161263536, 95.09007651923807, 134, 87, 27, 'Male', 95.15802368824669, 1.5568776824683226, 0.088464575, 47, 39.25874637113972, 102.66666666666667, 'High Risk'),
(184014, 65, 15, '00:46.2', 36.133843987954066, 98.48315969622524, 125, 82, 65, 'Female', 94.27391430529286, 1.833295508, 0.082153091, 43, 28.04959475550521, 96.33333333333333, 'Low Risk'),
(184015, 74, 12, '59:46.2', 36.87138087, 97.00659008718021, 114, 88, 19, 'Female', 83.92685140438618, 1.6802327328231412, 0.13107483186238006, 26, 29.727750573926908, 96.66666666666667, 'Low Risk'),
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(184192, 80, 13, '02:46.2', 36.73245202757434, 97.38974087971089, 136, 75, 87, 'Male', 51.09191499195821, 1.5632443500385829, 0.065173262, 61, 20.90732380584129, 95.33333333333333, 'Low Risk'),
(184193, 96, 16, '01:46.2', 36.49391285348003, 95.34417131017908, 124, 74, 67, 'Female', 79.59574249675543, 1.6813411024807212, 0.13292686153527267, 50, 28.156468208728214, 90.66666666666666, 'High Risk'),
(184194, 86, 18, '00:46.2', 37.18336998813021, 96.31722684924979, 129, 88, 27, 'Male', 68.24069984, 1.9668947216074952, 0.13958505147141162, 41, 17.639295768556153, 101.66666666666667, 'High Risk'),
(184195, 94, 14, '59:46.2', 36.14035908745162, 95.43254603080413, 111, 79, 26, 'Male', 62.074335126423065, 1.874099086465118, 0.10778183589486695, 32, 17.67367964335584, 89.66666666666667, 'High Risk'),
(184196, 72, 15, '58:46.2', 37.41661119985119, 99.12776343693301, 121, 74, 26, 'Male', 74.48921229931022, 1.857478178970633, 0.13422526965280684, 47, 21.58966684712476, 89.66666666666667, 'Low Risk'),
(184197, 66, 15, '57:46.2', 36.89364018476156, 99.44548745299606, 124, 86, 65, 'Male', 54.28637187875081, 1.8185475589318492, 0.059648311, 38, 16.415022822065048, 98.66666666666667, 'High Risk'),
(184198, 74, 13, '56:46.2', 36.04218403919494, 95.68139821809348, 135, 76, 29, 'Male', 93.85282674, 1.6447524373919085, 0.094190561, 59, 34.69335342104329, 95.66666666666666, 'High Risk'),
(184199, 68, 18, '55:46.2', 36.12803303211608, 99.84922249604952, 125, 83, 53, 'Female', 78.43329739391461, 1.7378744788850904, 0.10271693003612031, 42, 25.96950444192442, 97, 'Low Risk'),
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(184202, 60, 14, '52:46.2', 37.38499637680091, 96.20178376603984, 137, 86, 47, 'Female', 73.63445013837446, 1.6566407711030147, 0.11490861626593601, 51, 26.830227624838177, 103, 'Low Risk'),
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(184206, 78, 12, '48:46.2', 36.79200934347402, 97.59562245707212, 130, 83, 55, 'Female', 85.26779588282488, 1.9271805647582774, 0.094492473, 47, 22.958326211774793, 98.66666666666667, 'Low Risk'),
(184207, 68, 12, '47:46.2', 37.220468076381536, 98.80721617709554, 123, 87, 86, 'Female', 92.24734363219655, 1.6385344190368247, 0.12865741657394125, 36, 34.359175347263076, 99, 'High Risk'),
(184208, 84, 19, '46:46.2', 36.080320810438266, 98.98535266492159, 119, 86, 35, 'Female', 88.68544254971621, 1.9060115737921577, 0.12672316961378555, 33, 24.411882482827245, 97, 'Low Risk'),
(184209, 83, 18, '45:46.2', 37.37186387264259, 96.30290968070798, 133, 73, 66, 'Female', 74.4255579, 1.5156865667524815, 0.08130158, 60, 32.396888091322296, 93, 'High Risk'),
(184210, 85, 19, '44:46.2', 36.30342649298246, 97.17026861, 119, 77, 34, 'Male', 74.61296409669714, 1.8049023839892884, 0.074911502, 42, 22.903763790264247, 91, 'Low Risk'),
(184211, 85, 16, '43:46.2', 37.11032651852959, 97.01941430329916, 115, 76, 88, 'Female', 85.34214436805621, 1.910504953807561, 0.10581350377419882, 39, 23.38122250370198, 89, 'Low Risk'),
(184212, 77, 17, '42:46.2', 36.07283926999706, 99.65594789132494, 120, 79, 31, 'Female', 94.70292042387213, 1.8085753727364788, 0.053228849, 41, 28.95277173139671, 92.66666666666667, 'Low Risk'),
(184213, 68, 19, '41:46.2', 36.03416771378239, 97.69905178, 125, 83, 73, 'Female', 93.83620671238552, 1.8626723863408885, 0.14995400869780778, 42, 27.04565418, 97, 'Low Risk'),
(184214, 62, 17, '40:46.2', 36.12176938497055, 99.93617378, 110, 76, 58, 'Female', 64.00569395634164, 1.8995433750549617, 0.082776158, 34, 17.738634318233316, 87.33333333333333, 'High Risk'),
(184215, 74, 19, '39:46.2', 36.375414063944994, 99.79880740449869, 133, 84, 68, 'Female', 72.40574137, 1.9798503189328787, 0.1198457836535869, 49, 18.47176049598882, 100.33333333333333, 'High Risk'),
(184216, 73, 19, '38:46.2', 36.042656507356185, 98.94965904841887, 111, 77, 73, 'Female', 71.52818022870105, 1.7222016877493687, 0.060273460901987166, 34, 24.116215452001484, 88.33333333333333, 'Low Risk'),
(184217, 74, 12, '37:46.2', 37.04566004935945, 99.54857251079187, 119, 77, 60, 'Female', 58.19807207147426, 1.8587087220111949, 0.084915303, 42, 16.845578283650422, 91, 'High Risk'),
(184218, 66, 18, '36:46.2', 36.30346405324834, 98.07780798445754, 114, 73, 33, 'Male', 91.83787388128236, 1.638517210070594, 0.1220181424607066, 41, 34.20737953768575, 86.66666666666667, 'High Risk'),
(184219, 67, 16, '35:46.2', 36.03017171622961, 96.52704974412806, 133, 72, 66, 'Female', 52.88537535887629, 1.5624354706646904, 0.1279016942758998, 61, 21.663639073540615, 92.33333333333333, 'Low Risk'),
(184220, 92, 13, '34:46.2', 37.143289270193506, 98.51095126558374, 126, 82, 48, 'Female', 98.28090766, 1.8597945725458986, 0.081453638, 44, 28.41444690293719, 96.66666666666667, 'High Risk'),
(184221, 99, 12, '33:46.2', 36.50825708800331, 97.15176566300595, 118, 73, 75, 'Female', 59.02571866080592, 1.974191479540668, 0.1445901220727935, 45, 15.144771914621389, 88, 'High Risk'),
(184222, 67, 13, '32:46.2', 36.15440363340517, 97.24062840974801, 123, 80, 26, 'Female', 82.45722687906127, 1.7836981035547677, 0.089986728, 43, 25.91707728538698, 94.33333333333333, 'Low Risk'),
(184223, 66, 12, '31:46.2', 36.86474771, 99.75992675569574, 110, 84, 24, 'Male', 62.44885899598113, 1.8062786311146977, 0.094305948, 26, 19.140576733651905, 92.66666666666667, 'Low Risk'),
(184224, 87, 16, '30:46.2', 36.056414480223594, 96.53623873987685, 129, 87, 84, 'Female', 78.48249634124318, 1.644962582543545, 0.1031871698497444, 42, 29.004191319785154, 101, 'Low Risk'),
(184225, 84, 15, '29:46.2', 37.47172639768995, 99.41120592, 131, 89, 26, 'Male', 87.36669436444967, 1.5769450095510855, 0.11109522483833656, 42, 35.132803424333765, 103, 'High Risk'),
(184226, 72, 16, '28:46.2', 37.35405974974096, 95.91283406146495, 138, 84, 42, 'Female', 92.28668264, 1.713925016, 0.11684818488476635, 54, 31.416326346264352, 102, 'High Risk'),
(184227, 70, 14, '27:46.2', 37.09788049085252, 99.35137681508735, 118, 77, 77, 'Male', 67.70403582018966, 1.9469117595894896, 0.14792133504571695, 41, 17.861668339417374, 90.66666666666667, 'High Risk'),
(184228, 78, 17, '26:46.2', 36.33102066643711, 99.47627624305082, 119, 87, 87, 'Male', 85.52823868771594, 1.7181340726311465, 0.1311974215673993, 32, 28.973130833957885, 97.66666666666667, 'Low Risk'),
(184229, 62, 18, '25:46.2', 36.82877633009879, 98.30480121063471, 137, 86, 79, 'Male', 56.154681008075976, 1.5538192998533662, 0.065659114, 51, 23.258673466520204, 103, 'Low Risk'),
(184230, 85, 14, '24:46.2', 37.259861261576724, 97.47107678433942, 121, 81, 39, 'Male', 82.92984093695287, 1.9311992589162947, 0.088257912, 40, 22.23599973524161, 94.33333333333333, 'Low Risk'),
(184231, 69, 14, '23:46.2', 37.09009591377051, 95.41690543084587, 117, 76, 41, 'Female', 94.73821432191052, 1.724365831213294, 0.071364449, 41, 31.861511697915656, 89.66666666666667, 'High Risk'),
(184232, 93, 16, '22:46.2', 36.29576199600764, 98.37374487439591, 115, 77, 21, 'Male', 73.86126148834687, 1.878595631, 0.13281250060742555, 38, 20.929078403156424, 89.66666666666667, 'High Risk'),
(184233, 99, 12, '21:46.2', 36.058802119733535, 97.41446751466822, 114, 70, 56, 'Male', 86.08733357180436, 1.7748001586512712, 0.13524200878163534, 44, 27.33004448936778, 84.66666666666667, 'High Risk'),
(184234, 92, 15, '20:46.2', 37.409460502725224, 96.20449695684466, 118, 77, 20, 'Male', 62.18611954383964, 1.7194098361194894, 0.070867475, 41, 21.03461869184761, 90.66666666666667, 'High Risk'),
(184235, 82, 16, '19:46.2', 36.00014237, 97.45203477904366, 117, 72, 38, 'Male', 76.05951528634985, 1.6193935701756121, 0.13668144802857052, 45, 29.003387983259646, 87, 'Low Risk'),
(184236, 97, 17, '18:46.2', 37.041917239037986, 97.12736925125964, 112, 80, 19, 'Female', 96.63839439762019, 1.940540292694495, 0.12143799561260912, 32, 25.66281991227726, 90.66666666666667, 'High Risk'),
(184237, 98, 16, '17:46.2', 36.11579552, 97.89694292123846, 112, 75, 81, 'Male', 99.03188371036848, 1.982023366379782, 0.1110293740240687, 37, 25.20910920783725, 87.33333333333333, 'High Risk'),
(184238, 72, 19, '16:46.2', 36.15413679076222, 95.92059631602064, 130, 83, 57, 'Female', 74.61781418908556, 1.8044444698283553, 0.11655972450687348, 47, 22.91687942586697, 98.66666666666667, 'Low Risk'),
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(184241, 83, 14, '13:46.2', 37.08738485067669, 98.58569070213399, 119, 70, 83, 'Female', 90.23406704769339, 1.815856520586487, 0.10473251354042193, 49, 27.36575740481843, 86.33333333333333, 'Low Risk'),
(184242, 71, 19, '12:46.2', 37.47297670324204, 96.83470075760823, 136, 84, 18, 'Female', 55.41104267059001, 1.8408334672480584, 0.070277294, 52, 16.351866000347297, 101.33333333333333, 'High Risk'),
(184243, 80, 17, '11:46.2', 36.71632174200518, 97.13157559569798, 110, 79, 41, 'Female', 53.67368664, 1.6766024365541747, 0.12805596336677116, 31, 19.09419002658466, 89.33333333333333, 'Low Risk'),
(184244, 96, 16, '10:46.2', 36.12063086992112, 95.17107761899874, 111, 81, 51, 'Male', 62.950266103347964, 1.6524029124948398, 0.1003260025112278, 30, 23.05502867567141, 91, 'High Risk'),
(184245, 81, 18, '09:46.2', 37.11737663687776, 97.13396013614317, 121, 72, 89, 'Male', 78.95839136174415, 1.5730387650575972, 0.13360568520454302, 49, 31.909459008817887, 88.33333333333333, 'High Risk'),
(184246, 71, 16, '08:46.2', 36.70529000361528, 97.41973074, 113, 85, 55, 'Male', 94.79352623275366, 1.688511170435803, 0.080554445, 28, 33.24840398197324, 94.33333333333333, 'High Risk'),
(184247, 60, 19, '07:46.2', 36.23796698540588, 96.61182183660858, 111, 71, 38, 'Female', 98.03094492979012, 1.5779219397905413, 0.092112488, 40, 39.37242454570746, 84.33333333333333, 'High Risk'),
(184248, 88, 19, '06:46.2', 36.35906710150432, 99.23389310869605, 135, 81, 40, 'Female', 55.91990763595617, 1.6202705712957994, 0.13883356774781436, 54, 21.300576476501888, 99, 'Low Risk'),
(184249, 93, 16, '05:46.2', 37.093965312528404, 95.63398013, 116, 83, 87, 'Male', 84.66434558, 1.822455421474698, 0.10607323252018089, 33, 25.49099148, 94, 'High Risk'),
(184250, 97, 18, '04:46.2', 37.02008504050441, 95.16714655167972, 110, 89, 84, 'Male', 50.13485806719301, 1.7358579758337296, 0.11936499602929806, 21, 16.638394269139184, 96, 'High Risk'),
(184251, 91, 17, '03:46.2', 36.485824062294306, 95.89199639077285, 128, 86, 26, 'Female', 75.14248932754792, 1.6745260326316203, 0.070544254, 42, 26.797962258799576, 100, 'High Risk'),
(184252, 67, 13, '02:46.2', 37.285357359021006, 99.94560202957317, 115, 75, 81, 'Male', 74.87774542347151, 1.9296205021481903, 0.10005049704338911, 40, 20.10985548189923, 88.33333333333333, 'Low Risk'),
(184253, 92, 13, '01:46.2', 36.53586050122937, 97.0782136, 118, 70, 57, 'Male', 95.82307105943407, 1.5195457207035148, 0.075886499, 48, 41.49946919936202, 86, 'High Risk'),
(184254, 97, 16, '00:46.2', 36.64891675575177, 96.01060054834687, 127, 80, 45, 'Female', 84.88194466, 1.8579731789159561, 0.095362091, 47, 24.588749356487778, 95.66666666666667, 'High Risk'),
(184255, 67, 15, '59:46.2', 36.82460485697158, 99.57191136, 127, 85, 78, 'Female', 89.96248364774081, 1.7409454712529424, 0.063555373, 42, 29.68185912131066, 99, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(184257, 90, 19, '57:46.2', 37.49372662081842, 99.07526170910475, 116, 72, 56, 'Male', 99.63323527399416, 1.942637645, 0.10366801989018176, 44, 26.401015493948126, 86.66666666666667, 'Low Risk'),
(184258, 93, 17, '56:46.2', 36.99139765869199, 98.89963787, 110, 79, 62, 'Female', 91.73032159404016, 1.886476390880999, 0.06952509, 31, 25.77568212756111, 89.33333333333333, 'High Risk'),
(184259, 82, 12, '55:46.2', 36.76457838517575, 98.74865038, 121, 71, 44, 'Female', 90.56537462696234, 1.507436810299247, 0.11934433064829293, 50, 39.85510481, 87.66666666666666, 'High Risk'),
(184260, 68, 19, '54:46.2', 36.16331173740042, 98.14290307154883, 134, 74, 83, 'Female', 53.16438854578458, 1.8693185750205106, 0.062517636, 60, 15.21437723961017, 94, 'High Risk'),
(184261, 95, 19, '53:46.2', 36.65266413, 99.98672174162769, 134, 71, 39, 'Female', 96.77793505979771, 1.5780715317351612, 0.13524180123393412, 63, 38.861806126500454, 92, 'High Risk'),
(184262, 84, 19, '52:46.2', 36.17117129360725, 95.79862871159521, 132, 89, 24, 'Male', 73.50689975388161, 1.7526886152295622, 0.05420667, 43, 23.92867079878737, 103.33333333333333, 'Low Risk'),
(184263, 90, 12, '51:46.2', 37.450943111363294, 96.37709921767782, 115, 74, 39, 'Female', 83.67671041, 1.7723529735516217, 0.14171340140810268, 41, 26.638156247008766, 87.66666666666667, 'Low Risk'),
(184264, 65, 18, '50:46.2', 36.84014815457321, 98.77952718878737, 118, 83, 52, 'Male', 91.08937487, 1.5699966808580148, 0.073566185, 35, 36.95474867965044, 94.66666666666667, 'High Risk'),
(184265, 78, 14, '49:46.2', 36.76628186071947, 98.10440776736122, 133, 79, 50, 'Female', 93.98815883798267, 1.7442679960895944, 0.095561925, 54, 30.892049164409926, 97, 'High Risk'),
(184266, 71, 19, '48:46.2', 37.46041750945948, 99.04910699128683, 120, 85, 44, 'Male', 69.56822093469836, 1.8785872268841857, 0.11456467525208702, 35, 19.71279325422424, 96.66666666666667, 'Low Risk'),
(184267, 81, 18, '47:46.2', 36.87249285863077, 96.75549596703725, 123, 72, 57, 'Male', 57.3520996, 1.6188360665109678, 0.1372840496697751, 51, 21.88485020870812, 89, 'Low Risk'),
(184268, 61, 13, '46:46.2', 36.38022134444612, 98.53383216048398, 121, 81, 29, 'Male', 91.14362224, 1.5993841525595343, 0.10181668225240498, 40, 35.63040077137875, 94.33333333333333, 'High Risk'),
(184269, 98, 17, '45:46.2', 37.21832864092854, 96.47077487367723, 130, 87, 74, 'Female', 56.923437980324444, 1.5467263900086274, 0.061725379032352125, 43, 23.793817773190028, 101.33333333333333, 'High Risk'),
(184270, 60, 14, '44:46.2', 36.89132486636401, 97.23449515325142, 123, 82, 71, 'Female', 86.92399115417494, 1.9080633213957878, 0.075643915, 41, 23.875588906726506, 95.66666666666667, 'Low Risk'),
(184271, 85, 12, '43:46.2', 36.79280588247855, 98.65961741444805, 118, 86, 68, 'Female', 86.30678122136604, 1.651239374970213, 0.095935925, 32, 31.65372666265135, 96.66666666666667, 'High Risk'),
(184272, 80, 14, '42:46.2', 36.375676973286275, 99.51051264, 117, 88, 89, 'Female', 89.39377828163717, 1.958329664469514, 0.057392598, 29, 23.30964654729707, 97.66666666666667, 'Low Risk'),
(184273, 88, 14, '41:46.2', 37.145661615401735, 96.74903098884879, 115, 70, 53, 'Female', 68.62982761, 1.559901594614183, 0.094747603, 45, 28.20450641682793, 85, 'Low Risk'),
(184274, 85, 17, '40:46.2', 37.33262769583861, 97.44030673, 125, 76, 40, 'Female', 70.05014533, 1.5346919346392356, 0.14580258773645155, 49, 29.741756873945725, 92.33333333333333, 'Low Risk'),
(184275, 82, 18, '39:46.2', 36.01683762518532, 95.76012273, 124, 75, 59, 'Male', 92.22186184281327, 1.6881982623416725, 0.069934822, 49, 32.35839618064579, 91.33333333333333, 'High Risk'),
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(184453, 76, 14, '41:46.2', 36.02894169641029, 95.29181751, 138, 88, 43, 'Male', 65.13565780899768, 1.6102363386868517, 0.057666801733056466, 50, 25.121152325658368, 104.66666666666666, 'Low Risk'),
(184454, 80, 16, '40:46.2', 36.50445566289234, 99.97674267287132, 137, 75, 44, 'Male', 64.38448772, 1.737902845033385, 0.075349833, 62, 21.317204729479727, 95.66666666666666, 'Low Risk'),
(184455, 76, 14, '39:46.2', 36.96344701054792, 99.29419205036876, 139, 75, 60, 'Male', 77.29958818980208, 1.6247623389614745, 0.090803922, 64, 29.281781296542533, 96.33333333333333, 'Low Risk'),
(184456, 66, 15, '38:46.2', 36.187569918147574, 98.61159816, 121, 81, 58, 'Female', 64.17771430583906, 1.6556390732418182, 0.13492947715026316, 40, 23.412776056896167, 94.33333333333333, 'Low Risk'),
(184457, 97, 16, '37:46.2', 36.934911067130095, 99.41582532, 135, 79, 27, 'Male', 91.47240717454392, 1.5358388106037577, 0.11995165438765316, 56, 38.77919879963851, 97.66666666666666, 'High Risk'),
(184458, 98, 18, '36:46.2', 36.677135906308486, 97.10454467700919, 129, 86, 33, 'Female', 90.98831230007505, 1.7409950823044575, 0.08915053, 43, 30.018606009019187, 100.33333333333333, 'High Risk'),
(184459, 78, 12, '35:46.2', 37.36944633463054, 99.42010777455955, 114, 70, 35, 'Female', 57.241211631159906, 1.6963022257899965, 0.13722822516138036, 44, 19.893094882760636, 84.66666666666667, 'Low Risk'),
(184460, 76, 12, '34:46.2', 36.73052772603249, 95.00468965835658, 138, 86, 20, 'Male', 76.85570267879523, 1.5615961959561422, 0.089096394, 52, 31.51654579258727, 103.33333333333333, 'High Risk'),
(184461, 73, 14, '33:46.2', 37.365624745919796, 96.78577738860714, 114, 72, 84, 'Male', 74.27329124242452, 1.566895456619578, 0.10516381943439855, 42, 30.251897936417404, 86, 'High Risk'),
(184462, 77, 15, '32:46.2', 36.90681296710951, 99.93639021285082, 124, 86, 55, 'Female', 88.30963084879227, 1.7307994029795986, 0.090657547, 38, 29.479125492228434, 98.66666666666667, 'Low Risk'),
(184463, 97, 16, '31:46.2', 36.119505345010516, 97.97373561723494, 139, 70, 21, 'Female', 96.44967105920793, 1.877829901733611, 0.068418237, 69, 27.35194725102158, 93, 'High Risk'),
(184464, 96, 13, '30:46.2', 37.42265889143307, 95.25155245519666, 130, 79, 89, 'Male', 98.89236192617909, 1.8594668034154054, 0.11639022686800801, 51, 28.60130773493365, 96, 'High Risk'),
(184465, 86, 17, '29:46.2', 37.472265386957275, 98.09856518218193, 139, 84, 18, 'Female', 66.86057669444331, 1.7174981360213297, 0.097085308, 55, 22.66614013051621, 102.33333333333333, 'Low Risk'),
(184466, 90, 17, '28:46.2', 36.756315755029014, 99.82397892665512, 114, 73, 60, 'Female', 50.244656688370185, 1.6906031167243545, 0.13986520555878879, 41, 17.57950137365273, 86.66666666666667, 'High Risk'),
(184467, 81, 13, '27:46.2', 37.06686617479483, 96.55874741845969, 114, 89, 62, 'Male', 68.69245917797365, 1.8572914222957202, 0.12137102223174075, 25, 19.913562356229335, 97.33333333333333, 'Low Risk'),
(184468, 94, 18, '26:46.2', 36.20279733528553, 97.79423805405844, 117, 71, 70, 'Female', 91.11881384183768, 1.5801463187804905, 0.1361023998828496, 46, 36.49332628509508, 86.33333333333333, 'High Risk'),
(184469, 94, 15, '25:46.2', 36.40573704698786, 98.48342344788372, 120, 82, 82, 'Female', 62.803258743720704, 1.7053354146753827, 0.11804003750927679, 38, 21.595464847388833, 94.66666666666667, 'High Risk'),
(184470, 91, 18, '24:46.2', 37.156234335687685, 96.24099846189573, 125, 73, 55, 'Male', 91.79788877931229, 1.9388815966410247, 0.14439841805350445, 52, 24.41912602657287, 90.33333333333333, 'High Risk'),
(184471, 64, 12, '23:46.2', 37.412644758438944, 97.95006132599839, 117, 76, 63, 'Male', 78.06493066954404, 1.965452880089328, 0.11403135186651257, 41, 20.20834303542089, 89.66666666666667, 'Low Risk'),
(184472, 75, 19, '22:46.2', 36.381892598062784, 99.02860732633246, 125, 83, 65, 'Female', 90.62974046716997, 1.9605779953494071, 0.069338794, 42, 23.577757049500992, 97, 'Low Risk'),
(184473, 72, 12, '21:46.2', 37.24848579012374, 95.24103950129643, 133, 76, 32, 'Male', 95.04782809761751, 1.7700960544872266, 0.065622835, 57, 30.335316420114488, 95, 'High Risk'),
(184474, 63, 19, '20:46.2', 37.12618710630196, 96.70508110530335, 127, 76, 63, 'Male', 78.87062885288321, 1.913381108, 0.055942852111809264, 51, 21.543305522948085, 93, 'Low Risk'),
(184475, 73, 14, '19:46.2', 36.11183187596718, 95.86563125565998, 129, 89, 65, 'Male', 81.37185194237725, 1.9744481836606398, 0.082860092, 40, 20.872896448012145, 102.33333333333333, 'Low Risk'),
(184476, 92, 14, '18:46.2', 36.874703630412505, 99.45712947, 111, 82, 18, 'Female', 79.95372642810113, 1.5797281723135268, 0.11000483600603181, 29, 32.03863341674868, 91.66666666666667, 'High Risk'),
(184477, 91, 13, '17:46.2', 37.40040868356469, 95.52242544248314, 132, 78, 28, 'Male', 66.29926171395854, 1.5606142288215652, 0.11806968869684725, 54, 27.221845687099655, 96, 'High Risk'),
(184478, 66, 12, '16:46.2', 37.054821670958255, 95.46467499698275, 126, 79, 40, 'Female', 88.51640472023388, 1.5563975660055893, 0.11067126246719798, 47, 36.54118945, 94.66666666666667, 'High Risk'),
(184479, 96, 16, '15:46.2', 37.087455338173044, 97.16421666038664, 136, 70, 71, 'Female', 74.19402908124103, 1.9409216339211466, 0.14836067873914155, 66, 19.69486255527718, 92, 'High Risk'),
(184480, 96, 14, '14:46.2', 37.271622784332514, 96.71706461738093, 119, 73, 43, 'Female', 79.06089221778436, 1.6152400949317034, 0.10798845075134439, 46, 30.303133429852203, 88.33333333333333, 'High Risk'),
(184481, 85, 18, '13:46.2', 37.40244572588045, 97.65389628089711, 126, 80, 41, 'Female', 94.65871883607218, 1.7573469416347172, 0.078685118, 46, 30.651067349066306, 95.33333333333333, 'High Risk'),
(184482, 78, 12, '12:46.2', 36.47389226091877, 97.89672325330555, 123, 74, 61, 'Male', 77.86552216285762, 1.751738215727512, 0.1076999689471223, 49, 25.375043248145488, 90.33333333333333, 'Low Risk'),
(184483, 83, 17, '11:46.2', 37.466130054882356, 98.87512720913219, 119, 74, 35, 'Female', 78.28423745684947, 1.7921020797650573, 0.076505228, 45, 24.375236488827127, 89, 'Low Risk'),
(184484, 88, 17, '10:46.2', 36.407858702848515, 98.97920450728508, 126, 86, 64, 'Male', 83.66555921606607, 1.722266699702548, 0.1441040728647482, 40, 28.206286260371936, 99.33333333333333, 'Low Risk'),
(184485, 89, 16, '09:46.2', 36.14587855764303, 96.44427906946665, 130, 72, 66, 'Female', 63.34047373653211, 1.7996621956912238, 0.050395667, 58, 19.556868680582372, 91.33333333333333, 'Low Risk'),
(184486, 69, 18, '08:46.2', 36.96649101909475, 97.67443959517654, 113, 75, 23, 'Male', 59.59335174452023, 1.7768496607376276, 0.11917551828365511, 38, 18.875412221557376, 87.66666666666667, 'Low Risk'),
(184487, 83, 19, '07:46.2', 36.269836144878425, 98.66161180453096, 122, 76, 81, 'Male', 59.11267232521875, 1.7692401411363359, 0.095496381, 46, 18.884566703260717, 91.33333333333333, 'Low Risk'),
(184488, 88, 15, '06:46.2', 37.26544361560346, 97.80092178123606, 122, 85, 36, 'Male', 54.759659394812914, 1.7334645392151158, 0.068545398, 37, 18.223459014407656, 97.33333333333333, 'High Risk'),
(184489, 89, 13, '05:46.2', 36.52440148706349, 95.63840112730166, 120, 80, 60, 'Male', 68.83342395359844, 1.9957004293300409, 0.14171181212525202, 40, 17.282583806041593, 93.33333333333333, 'High Risk'),
(184490, 69, 14, '04:46.2', 36.48530887193764, 99.12566810759654, 137, 73, 68, 'Male', 86.20602587484285, 1.8437910816004417, 0.095341858, 64, 25.357953697696114, 94.33333333333333, 'Low Risk'),
(184491, 81, 15, '03:46.2', 36.674028702422866, 95.66550854144984, 121, 73, 32, 'Male', 88.88984148, 1.7510688333757558, 0.14958427025531745, 48, 28.98983177679354, 89, 'Low Risk'),
(184492, 76, 19, '02:46.2', 37.289987667156346, 96.57010028486019, 126, 82, 82, 'Male', 71.72608702, 1.586212857, 0.070603529, 44, 28.507176663348737, 96.66666666666667, 'Low Risk'),
(184493, 99, 15, '01:46.2', 36.95398101, 96.80392057689006, 133, 77, 50, 'Male', 52.51283732333079, 1.813549203910716, 0.11219347158860729, 56, 15.966392387647568, 95.66666666666666, 'High Risk'),
(184494, 97, 12, '00:46.2', 37.45347901842466, 98.13982322522617, 129, 72, 59, 'Female', 58.517060016798496, 1.9523458752871237, 0.10437893114219607, 57, 15.35214204090492, 91, 'High Risk'),
(184495, 82, 19, '59:46.2', 36.114512183104736, 99.29281618148632, 135, 70, 27, 'Male', 50.159551498801456, 1.8875129280484506, 0.1023355760529929, 65, 14.079063729628778, 91.66666666666666, 'High Risk'),
(184496, 91, 18, '58:46.2', 37.31135837178144, 98.40690706227645, 129, 71, 26, 'Male', 83.46024783690726, 1.7574258524277115, 0.088332756, 58, 27.022507653184796, 90.33333333333333, 'High Risk'),
(184497, 94, 16, '57:46.2', 36.24890466398982, 97.55285363129931, 132, 85, 63, 'Female', 91.82846133377816, 1.6960883412761016, 0.064686566, 47, 31.921285292645987, 100.66666666666667, 'High Risk'),
(184498, 99, 14, '56:46.2', 36.10202091315326, 97.23770023339804, 118, 75, 22, 'Male', 70.83837249576533, 1.7121603454863592, 0.14692664, 43, 24.164605312041697, 89.33333333333333, 'High Risk'),
(184499, 91, 17, '55:46.2', 36.856119188729664, 96.10284524114472, 129, 84, 68, 'Female', 76.39345987400223, 1.7745526820343764, 0.050620462, 45, 24.259306735692242, 99, 'High Risk'),
(184500, 75, 17, '54:46.2', 36.85554060057835, 97.95139432233232, 133, 85, 63, 'Female', 64.91665331044472, 1.5234173352461384, 0.13995784011556434, 48, 27.971666130618505, 101, 'Low Risk'),
(184501, 93, 16, '53:46.2', 37.113783447080586, 98.78541384773023, 118, 83, 72, 'Female', 98.02990090628063, 1.5858590575331994, 0.059884692, 35, 38.978883007643084, 94.66666666666667, 'High Risk'),
(184502, 95, 18, '52:46.2', 37.011484611166075, 96.30510207936969, 126, 73, 37, 'Male', 84.28213783373393, 1.834796694960318, 0.13378682658590618, 53, 25.035694576127817, 90.66666666666666, 'High Risk'),
(184503, 85, 17, '51:46.2', 36.44472477116722, 99.05336122431845, 121, 83, 36, 'Female', 66.66243016882633, 1.8181156587465863, 0.085514788, 38, 20.16685274971492, 95.66666666666667, 'Low Risk'),
(184504, 68, 19, '50:46.2', 36.809932479179054, 96.57215629288984, 130, 78, 66, 'Female', 54.748224657748715, 1.7442102506331651, 0.11799113025628481, 52, 17.995850297246385, 95.33333333333333, 'High Risk'),
(184505, 87, 14, '49:46.2', 36.885695279726775, 99.23517566, 110, 85, 77, 'Female', 61.97836219338813, 1.7797555835234387, 0.057895420492707954, 25, 19.566780243430706, 93.33333333333333, 'Low Risk'),
(184506, 76, 13, '48:46.2', 37.026708791479585, 97.27005646488719, 114, 84, 63, 'Male', 86.10358993420563, 1.6619949486247365, 0.12353749816334927, 30, 31.171798484113626, 94, 'High Risk'),
(184507, 67, 18, '47:46.2', 36.96130338011638, 98.77643571562866, 135, 86, 65, 'Male', 85.36519041908768, 1.7110549531462806, 0.099032205, 49, 29.157675466678597, 102.33333333333333, 'Low Risk'),
(184508, 77, 16, '46:46.2', 37.10419168337561, 96.82899930601513, 122, 73, 86, 'Male', 70.70650715018783, 1.5250926680118362, 0.085102577, 49, 30.399533391221603, 89.33333333333333, 'High Risk'),
(184509, 78, 17, '45:46.2', 36.70485965, 97.21696137573291, 118, 85, 70, 'Female', 59.14493514812826, 1.5913510292365176, 0.085254224, 33, 23.355307046293568, 96, 'Low Risk'),
(184510, 78, 16, '44:46.2', 36.67575542759709, 99.02247011293501, 131, 71, 43, 'Male', 50.94523668824096, 1.7716541201845715, 0.14224242678963567, 60, 16.231016048029936, 91, 'High Risk'),
(184511, 99, 14, '43:46.2', 36.33696264946039, 99.19289417682421, 129, 81, 59, 'Male', 89.50844146568157, 1.5165056060503281, 0.12140475490457484, 48, 38.92027990905444, 97, 'High Risk'),
(184512, 81, 14, '42:46.2', 37.001251895488615, 99.69004159682518, 112, 80, 45, 'Female', 52.701385813329296, 1.7613503020677401, 0.13219750008935804, 32, 16.98754260547762, 90.66666666666667, 'High Risk'),
(184513, 72, 18, '41:46.2', 36.53504278233259, 99.47869517724408, 134, 75, 49, 'Female', 86.75033612, 1.7139410416443015, 0.085260811, 59, 29.531085386557773, 94.66666666666666, 'Low Risk'),
(184514, 81, 12, '40:46.2', 36.73243822, 95.00915671907119, 119, 74, 19, 'Male', 59.853011006349064, 1.7742220477930752, 0.14287944188439444, 45, 19.013849831331978, 89, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(184515, 91, 18, '39:46.2', 36.359890599769656, 99.83632138693277, 118, 84, 21, 'Female', 77.32843274483386, 1.9015056164407977, 0.06110074, 34, 21.38671013037113, 95.33333333333333, 'High Risk'),
(184516, 62, 17, '38:46.2', 37.445023983250465, 99.04567941, 134, 83, 84, 'Male', 70.14895040181992, 1.6852017763370497, 0.13432265563717277, 51, 24.701160685178124, 100, 'Low Risk'),
(184517, 79, 14, '37:46.2', 36.085353848443205, 95.28771856896138, 130, 84, 30, 'Female', 54.92343930656481, 1.8131213940907087, 0.13224502098706686, 46, 16.70721110061122, 99.33333333333333, 'High Risk'),
(184518, 92, 13, '36:46.2', 37.22283271041522, 98.09254437010448, 120, 87, 43, 'Female', 88.55141705481978, 1.6736992356861418, 0.11035456321861375, 33, 31.61117797, 98, 'High Risk'),
(184519, 94, 13, '35:46.2', 36.91095537108005, 96.59936584, 131, 71, 18, 'Female', 79.85550571642472, 1.9453350585088138, 0.14078241447233183, 60, 21.10163161848175, 91, 'High Risk'),
(184520, 75, 14, '34:46.2', 37.471373867768065, 98.72603674191657, 117, 71, 68, 'Male', 83.98069131, 1.9889424829170328, 0.090781248, 46, 21.22926689102801, 86.33333333333333, 'Low Risk'),
(184521, 84, 16, '33:46.2', 36.73381811022643, 97.43648955781327, 111, 77, 25, 'Female', 83.92467622039297, 1.9467486794289919, 0.055422525, 34, 22.144704881381266, 88.33333333333333, 'Low Risk'),
(184522, 65, 12, '32:46.2', 37.37707474961025, 99.83348529205072, 136, 79, 18, 'Female', 64.02376365886315, 1.9993197052894474, 0.1267534847905895, 57, 16.016835229851036, 98, 'High Risk'),
(184523, 70, 13, '31:46.2', 36.016023564051466, 95.76936021, 135, 85, 54, 'Male', 98.31553455420391, 1.961224393872171, 0.10253656358149946, 50, 25.560395654854187, 101.66666666666666, 'Low Risk'),
(184524, 65, 13, '30:46.2', 36.097454802711155, 99.45362670273336, 133, 82, 68, 'Female', 90.60637131, 1.7860934127591916, 0.05700579, 51, 28.402096598813706, 99, 'Low Risk'),
(184525, 64, 13, '29:46.2', 36.36871850358822, 97.16964019299076, 117, 84, 70, 'Female', 60.84484252374843, 1.5509540111075122, 0.14902633063643003, 33, 25.294490200208767, 95, 'Low Risk'),
(184526, 68, 16, '28:46.2', 36.8985338, 96.15516122, 128, 77, 86, 'Male', 75.98958650131507, 1.7099058584969304, 0.1019012469190769, 51, 25.990203542738165, 94, 'Low Risk'),
(184527, 69, 19, '27:46.2', 37.15746181903425, 97.95790756328549, 127, 82, 33, 'Male', 99.44257921, 1.9885679135359453, 0.078354304, 45, 25.147309374558148, 97, 'Low Risk'),
(184528, 83, 16, '26:46.2', 37.288718097611415, 98.26891152745814, 119, 82, 35, 'Female', 62.91935313184123, 1.9390116330065998, 0.0712091, 37, 16.73491149233365, 94.33333333333333, 'High Risk'),
(184529, 83, 16, '25:46.2', 37.24769949460539, 98.16731586529804, 133, 89, 47, 'Female', 53.64948826779858, 1.5713798893735482, 0.075864803, 44, 21.727171999999726, 103.66666666666667, 'Low Risk'),
(184530, 70, 12, '24:46.2', 37.470123746956986, 97.69100327725738, 118, 87, 45, 'Male', 67.35848912564452, 1.9969297545424474, 0.080595167, 31, 16.89144335222914, 97.33333333333333, 'High Risk'),
(184531, 88, 17, '23:46.2', 37.44824356962628, 95.92081637, 128, 84, 70, 'Female', 79.74139038044686, 1.7838728572631974, 0.10579308611865257, 44, 25.058554135382096, 98.66666666666667, 'Low Risk'),
(184532, 63, 17, '22:46.2', 37.09653145242382, 97.00414838790974, 111, 77, 42, 'Male', 84.05232981301612, 1.6108831882034147, 0.14039954930360315, 34, 32.39079875611233, 88.33333333333333, 'High Risk'),
(184533, 93, 12, '21:46.2', 36.294570574164545, 98.35872160229182, 113, 72, 80, 'Male', 53.88196657492559, 1.7483873122305793, 0.069876792, 41, 17.626583623762613, 85.66666666666667, 'High Risk'),
(184534, 62, 15, '20:46.2', 37.47864548142232, 96.32799261, 124, 78, 54, 'Female', 99.44010675199546, 1.968048788610666, 0.10023865058576796, 46, 25.673782683447552, 93.33333333333333, 'Low Risk'),
(184535, 68, 16, '19:46.2', 37.36139445174887, 95.83163508, 112, 79, 18, 'Female', 61.78069371734565, 1.7933633739461654, 0.12921962910220192, 33, 19.20950566021374, 90, 'Low Risk'),
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(184712, 74, 19, '22:46.2', 36.02005613627936, 95.29526064267863, 138, 80, 40, 'Female', 63.516564379266946, 1.769691754057857, 0.068263573, 58, 20.28111111454728, 99.33333333333333, 'Low Risk'),
(184713, 86, 17, '21:46.2', 36.90671792799674, 99.12131349727025, 113, 78, 63, 'Female', 68.61964544283487, 1.9450500065526424, 0.1466596059000894, 35, 18.13789681913705, 89.66666666666667, 'High Risk'),
(184714, 67, 14, '20:46.2', 36.912475654977435, 98.86330555, 136, 71, 61, 'Male', 95.16125789152221, 1.901556713187945, 0.12780948607157674, 65, 26.317316831413105, 92.66666666666666, 'Low Risk'),
(184715, 84, 14, '19:46.2', 36.74441194078118, 99.84804285, 134, 89, 73, 'Male', 73.36224443330433, 1.5225007729844142, 0.07744199, 45, 31.64882318167268, 104, 'High Risk'),
(184716, 95, 15, '18:46.2', 36.15399811, 96.53795510383205, 110, 81, 58, 'Female', 65.87707292411604, 1.9034259228159454, 0.095912385, 29, 18.182865859212313, 90.66666666666667, 'High Risk'),
(184717, 60, 12, '17:46.2', 36.97790964424189, 95.07287558, 124, 70, 56, 'Male', 90.6840433, 1.6141555742572629, 0.074412701, 54, 34.804876349869765, 88, 'High Risk'),
(184718, 65, 17, '16:46.2', 36.31397781295677, 95.29192085378308, 135, 84, 28, 'Male', 74.33006706928296, 1.9570761789805085, 0.10259553427109795, 51, 19.406582505502417, 101, 'Low Risk'),
(184719, 82, 19, '15:46.2', 37.15374013840425, 98.95383623153575, 126, 82, 76, 'Female', 51.37156458507025, 1.9315882901869856, 0.1009241027702058, 44, 13.768723069642856, 96.66666666666667, 'High Risk'),
(184720, 65, 13, '14:46.2', 37.43012137566126, 99.49884750466285, 126, 85, 61, 'Male', 76.35840633312654, 1.5016098376806186, 0.11440180276809782, 41, 33.86434235023526, 98.66666666666667, 'High Risk'),
(184721, 60, 15, '13:46.2', 36.90335836250294, 96.42452794489587, 132, 72, 53, 'Male', 76.61372040614404, 1.7658585689591104, 0.11150403497751143, 60, 24.569409463516262, 92, 'Low Risk'),
(184722, 77, 13, '12:46.2', 36.954796421848386, 98.77614786859077, 119, 77, 55, 'Female', 59.80035393635847, 1.5310464259280128, 0.13469600655329705, 42, 25.510973663176834, 91, 'Low Risk'),
(184723, 66, 15, '11:46.2', 36.291754605185126, 96.10593065, 117, 83, 36, 'Female', 70.61042802443477, 1.5724725097955268, 0.1344766566343647, 34, 28.556351597768543, 94.33333333333333, 'Low Risk'),
(184724, 73, 16, '10:46.2', 37.39170874706708, 97.86213004633449, 121, 78, 76, 'Female', 87.47241069069132, 1.6097182322558776, 0.054848973699953944, 43, 33.75758497, 92.33333333333333, 'High Risk'),
(184725, 90, 16, '09:46.2', 36.34485541314561, 96.75949709, 118, 84, 79, 'Female', 64.84728104416725, 1.8597775087548722, 0.090047873, 34, 18.74864081265405, 95.33333333333333, 'Low Risk'),
(184726, 70, 16, '08:46.2', 36.734818209837314, 95.90547214090502, 114, 74, 88, 'Male', 73.18912381667505, 1.5407161521923327, 0.11099457455214945, 40, 30.83197015687858, 87.33333333333333, 'High Risk'),
(184727, 65, 19, '07:46.2', 37.07889559773436, 95.70831318017501, 119, 70, 66, 'Male', 76.05975942345161, 1.6808090076334479, 0.13725139475026937, 49, 26.92267532, 86.33333333333333, 'Low Risk'),
(184728, 84, 17, '06:46.2', 36.98638743516728, 95.52455434166947, 121, 88, 46, 'Female', 79.09120037663732, 1.7293478253858465, 0.05913958, 33, 26.446211247611604, 99, 'Low Risk'),
(184729, 96, 16, '05:46.2', 37.47129522687778, 97.24853277645991, 133, 89, 75, 'Female', 93.14187996467692, 1.5179680041354846, 0.075942992, 44, 40.42218304010552, 103.66666666666667, 'High Risk'),
(184730, 64, 16, '04:46.2', 36.51086486, 98.20752101360925, 127, 89, 30, 'Male', 81.78011230087562, 1.5877524547631094, 0.098106598, 38, 32.44009496395474, 101.66666666666667, 'High Risk'),
(184731, 71, 16, '03:46.2', 37.037746778477384, 97.72629076, 117, 78, 86, 'Female', 98.41852881766003, 1.7625129380946305, 0.1349760490692537, 39, 31.681974596657493, 91, 'High Risk'),
(184732, 65, 18, '02:46.2', 36.13958987251151, 98.97074280056512, 115, 73, 26, 'Male', 62.63474826834971, 1.818221622495038, 0.079044664, 42, 18.946181788365692, 87, 'Low Risk'),
(184733, 85, 14, '01:46.2', 36.677438327337285, 96.69698310427091, 123, 81, 37, 'Female', 64.46835644078439, 1.8243447981808414, 0.060174075, 42, 19.370139705222556, 95, 'Low Risk'),
(184734, 66, 19, '00:46.2', 36.77377638953287, 97.19700434764665, 121, 75, 30, 'Female', 62.57604335076857, 1.5794321222159469, 0.074321826, 46, 25.084541465891743, 90.33333333333333, 'Low Risk'),
(184735, 60, 13, '59:46.2', 37.04531751504923, 96.38062651, 132, 81, 28, 'Male', 88.07420996353508, 1.6769388498136446, 0.10649453037874851, 51, 31.31946276448564, 98, 'High Risk'),
(184736, 86, 16, '58:46.2', 37.244263358607064, 97.88102207, 133, 71, 18, 'Female', 87.71676425970212, 1.764854102690467, 0.11429013512706372, 62, 28.162096680960474, 91.66666666666666, 'Low Risk'),
(184737, 68, 15, '57:46.2', 36.336561405311585, 99.35929221709942, 128, 81, 45, 'Male', 66.40194305572135, 1.7440841659770687, 0.082780881, 47, 21.829606607718038, 96.66666666666667, 'Low Risk'),
(184738, 99, 13, '56:46.2', 37.403217131477234, 97.54788365, 127, 75, 73, 'Female', 80.93258506719872, 1.8957362174705663, 0.13352701647527132, 52, 22.519959127261934, 92.33333333333333, 'High Risk'),
(184739, 84, 12, '55:46.2', 36.44095868005379, 97.38337004773979, 111, 86, 46, 'Female', 53.341348139110494, 1.7501238637868552, 0.072680394, 25, 17.41511771866826, 94.33333333333333, 'High Risk'),
(184740, 67, 17, '54:46.2', 36.75342933687469, 99.23908718008401, 117, 71, 48, 'Male', 71.95391472100845, 1.6774012231321989, 0.082648308, 46, 25.572931562869133, 86.33333333333333, 'Low Risk'),
(184741, 73, 18, '53:46.2', 37.192822007289905, 95.28135837458657, 130, 82, 77, 'Female', 51.60623503382153, 1.61485345, 0.1224963270105133, 48, 19.789551172882568, 98, 'Low Risk'),
(184742, 82, 16, '52:46.2', 36.30704563220036, 95.6369444, 111, 86, 34, 'Male', 91.88989183312984, 1.5368573070936098, 0.11152222166294361, 25, 38.90457251370883, 94.33333333333333, 'High Risk'),
(184743, 98, 17, '51:46.2', 37.24800393471403, 95.14283064147784, 125, 78, 70, 'Male', 61.33632026492549, 1.9802919786374438, 0.12346301357027945, 47, 15.640810752060858, 93.66666666666667, 'High Risk'),
(184744, 80, 15, '50:46.2', 37.00565669088158, 99.90759409035502, 122, 87, 70, 'Female', 85.33866224329151, 1.8351350330566472, 0.13187897798071269, 35, 25.34018484432773, 98.66666666666667, 'Low Risk'),
(184745, 83, 14, '49:46.2', 36.16101495188524, 97.68563626, 126, 89, 85, 'Female', 67.86966383526153, 1.9941016248274135, 0.087670681, 37, 17.067940624085875, 101.33333333333333, 'High Risk'),
(184746, 93, 12, '48:46.2', 36.643180220327366, 98.70265495502225, 136, 72, 82, 'Female', 61.73430710943276, 1.5064578473903665, 0.067672956, 64, 27.20273745372186, 93.33333333333333, 'High Risk'),
(184747, 69, 18, '47:46.2', 36.31661581202541, 96.03510294368718, 138, 75, 87, 'Female', 76.82894250026905, 1.7153892621587754, 0.055531048, 63, 26.10955566790855, 96, 'Low Risk'),
(184748, 84, 16, '46:46.2', 37.359275028422495, 96.65137799858574, 135, 82, 19, 'Female', 86.49648406224017, 1.8898388873472072, 0.10691651150879941, 53, 24.21859206, 99.66666666666666, 'Low Risk'),
(184749, 90, 16, '45:46.2', 36.15609499015488, 96.37265643709354, 131, 80, 43, 'Male', 69.31086264022117, 1.5689762958837432, 0.050727713386577666, 51, 28.155843298778496, 97, 'Low Risk'),
(184750, 90, 15, '44:46.2', 36.97756738421032, 97.46697521791194, 126, 78, 20, 'Male', 85.73942513994584, 1.923045413075413, 0.13937497029553647, 48, 23.18470032355674, 94, 'Low Risk'),
(184751, 73, 18, '43:46.2', 36.48259685501418, 95.69729041004138, 123, 77, 37, 'Female', 95.70484467, 1.5132722991735075, 0.083047295, 46, 41.79263540257091, 92.33333333333333, 'High Risk'),
(184752, 74, 19, '42:46.2', 37.35106189187427, 95.58407668157851, 123, 75, 37, 'Male', 50.803310815539845, 1.6923261836172614, 0.12208721750895142, 48, 17.738784923878747, 91, 'High Risk'),
(184753, 97, 19, '41:46.2', 36.977578217932965, 99.37128017134101, 118, 80, 57, 'Female', 60.335447777107824, 1.518565679, 0.094999821, 38, 26.164074655785118, 92.66666666666667, 'High Risk'),
(184754, 72, 14, '40:46.2', 37.03397149898752, 95.69741640903149, 117, 85, 28, 'Female', 56.29783513809798, 1.5886007875600217, 0.051668048, 32, 22.30807766938319, 95.66666666666667, 'Low Risk'),
(184755, 80, 12, '39:46.2', 36.70896249990226, 95.27409773012022, 129, 71, 50, 'Female', 60.963882237849205, 1.9453251272115284, 0.14870074309196754, 58, 16.10972854756855, 90.33333333333333, 'High Risk'),
(184756, 68, 14, '38:46.2', 36.67582563464275, 99.78216767163971, 119, 84, 60, 'Male', 99.96600456823943, 1.7151406360443942, 0.11712597291291932, 35, 33.98230718673728, 95.66666666666667, 'High Risk'),
(184757, 82, 18, '37:46.2', 37.08065626879312, 99.03241047602887, 119, 70, 73, 'Male', 74.14167395460379, 1.511114396183908, 0.1421982243736258, 49, 32.46890938, 86.33333333333333, 'High Risk'),
(184758, 93, 16, '36:46.2', 36.58583334612224, 96.98199969491257, 123, 87, 23, 'Female', 86.89845661270473, 1.7604724034476595, 0.11891495283297748, 36, 28.038425353731537, 99, 'High Risk'),
(184759, 91, 19, '35:46.2', 37.330132615836895, 97.89618838649017, 128, 81, 67, 'Male', 84.13472508, 1.8307522046407914, 0.14822012186588057, 47, 25.102452175936563, 96.66666666666667, 'High Risk'),
(184760, 71, 15, '34:46.2', 36.878615396258404, 99.53969193363278, 125, 71, 27, 'Male', 61.04607010475543, 1.5621163279475356, 0.068413267, 54, 25.016754540363593, 89, 'Low Risk'),
(184761, 95, 12, '33:46.2', 37.30350496315103, 95.86352968800311, 117, 72, 44, 'Female', 89.20027058, 1.8251472967787228, 0.074540523, 45, 26.77751878882093, 87, 'High Risk'),
(184762, 78, 19, '32:46.2', 36.409421202406556, 95.46554378886879, 110, 88, 88, 'Female', 88.90027947075896, 1.9448614312427825, 0.11937827076782395, 22, 23.503135182129167, 95.33333333333333, 'Low Risk'),
(184763, 77, 15, '31:46.2', 37.28388202, 96.29039823641014, 130, 82, 28, 'Female', 57.49104606661492, 1.726004864302335, 0.069093745, 48, 19.298172325752947, 98, 'Low Risk'),
(184764, 90, 19, '30:46.2', 36.61481304622486, 95.50279029449102, 137, 89, 21, 'Female', 88.55322158172117, 1.8921605855398247, 0.060876517838853034, 48, 24.73365974990828, 105, 'Low Risk'),
(184765, 75, 19, '29:46.2', 36.119096688278375, 98.65828049463764, 119, 84, 88, 'Female', 98.33499926934418, 1.9450053828065401, 0.12188348302555864, 35, 25.993604320737354, 95.66666666666667, 'Low Risk'),
(184766, 89, 17, '28:46.2', 37.26241724405525, 97.23287226, 115, 81, 49, 'Female', 55.00428697743425, 1.5140613160173113, 0.073017316, 34, 23.994384412254085, 92.33333333333333, 'Low Risk'),
(184767, 63, 16, '27:46.2', 37.15501430191722, 96.33084595317189, 133, 76, 56, 'Female', 54.517851363333854, 1.9013972383129594, 0.1277052648622396, 57, 15.079710835077504, 95, 'High Risk'),
(184768, 79, 19, '26:46.2', 37.4251128, 98.08402118503619, 122, 85, 56, 'Male', 64.51171868287716, 1.6575031084927896, 0.059536143502780685, 37, 23.481720216542133, 97.33333333333333, 'Low Risk'),
(184769, 96, 16, '25:46.2', 37.41012309050202, 97.87947856225867, 127, 87, 34, 'Female', 80.1862827, 1.9930703427789218, 0.1104993171755129, 40, 20.18621186883034, 100.33333333333333, 'High Risk'),
(184770, 62, 17, '24:46.2', 36.23977930366845, 95.10036155199374, 122, 75, 55, 'Male', 97.88350527305077, 1.6574332677479218, 0.12995409990355894, 47, 35.631771114958994, 90.66666666666667, 'High Risk'),
(184771, 86, 18, '23:46.2', 37.37002895361593, 98.98904951846332, 115, 86, 71, 'Female', 56.33646491, 1.773343259, 0.10203868398705876, 29, 17.914470451677946, 95.66666666666667, 'High Risk'),
(184772, 95, 12, '22:46.2', 36.86056174, 96.43506977654715, 119, 86, 21, 'Female', 86.11358969, 1.786128819082462, 0.083648765, 33, 26.992688177498387, 97, 'High Risk'),
(184773, 93, 15, '21:46.2', 36.135606386406316, 95.46385624, 119, 82, 71, 'Male', 53.52607961782306, 1.5146575981235242, 0.11701257501881351, 37, 23.331169035608852, 94.33333333333333, 'High Risk'),
(184774, 68, 18, '20:46.2', 37.23686030919296, 99.67335977095193, 132, 76, 89, 'Male', 81.70457191449188, 1.5791717944495112, 0.089263947, 56, 32.76329724177619, 94.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(184775, 62, 19, '19:46.2', 36.33727395918491, 97.67260188815658, 131, 87, 78, 'Female', 91.31463161273092, 1.9968287133596387, 0.11165370070788783, 44, 22.901226677646726, 101.66666666666667, 'Low Risk'),
(184776, 60, 14, '18:46.2', 37.019228758416276, 98.04309303690964, 132, 71, 33, 'Female', 54.43539659251563, 1.7338042337188144, 0.061872158572978675, 61, 18.108449784854184, 91.33333333333333, 'High Risk'),
(184777, 80, 13, '17:46.2', 36.896280109750975, 96.23888619055654, 125, 79, 37, 'Male', 54.577165030262094, 1.8666736928322205, 0.052281838, 46, 15.662971542225575, 94.33333333333333, 'High Risk'),
(184778, 92, 17, '16:46.2', 36.62378292, 98.08023172744102, 126, 79, 86, 'Male', 50.124602617177594, 1.5813759559642717, 0.098741577, 47, 20.043828586985548, 94.66666666666667, 'High Risk'),
(184779, 69, 17, '15:46.2', 37.43323699814144, 97.78749671358162, 119, 73, 40, 'Male', 84.64309525598804, 1.6684447668603801, 0.055759644, 46, 30.4066005, 88.33333333333333, 'High Risk'),
(184780, 77, 13, '14:46.2', 36.89803025207065, 99.14953001348232, 115, 73, 45, 'Male', 90.23560986884866, 1.5726745398778321, 0.064728452, 42, 36.48381508400826, 87, 'High Risk'),
(184781, 92, 12, '13:46.2', 36.260860127069016, 95.67442035464288, 137, 72, 83, 'Female', 69.47971396693131, 1.9333433131070414, 0.12239691862142826, 65, 18.588316588448208, 93.66666666666666, 'High Risk'),
(184782, 85, 14, '12:46.2', 36.563129210996856, 96.81038857357086, 136, 76, 54, 'Female', 86.32735652, 1.8335173221533336, 0.068403405, 60, 25.679017762744927, 96, 'Low Risk'),
(184783, 94, 16, '11:46.2', 37.00026336434767, 95.55562846438798, 128, 81, 52, 'Female', 70.10532927051487, 1.7864366285951732, 0.075897729, 47, 21.967255627131426, 96.66666666666667, 'High Risk'),
(184784, 98, 12, '10:46.2', 37.271286418420146, 96.45233424, 114, 87, 40, 'Male', 98.92436946, 1.541627906, 0.098832628, 27, 41.624033713916894, 96, 'High Risk'),
(184785, 62, 16, '09:46.2', 36.47428218644305, 98.37296326031328, 114, 86, 23, 'Male', 55.61313046328108, 1.7878997353548147, 0.1330343977887974, 28, 17.39766732, 95.33333333333333, 'High Risk'),
(184786, 91, 12, '08:46.2', 36.208780767969174, 97.77830413748336, 119, 73, 83, 'Female', 96.49737043253126, 1.6415810530417532, 0.087258641, 46, 35.80888654941502, 88.33333333333333, 'High Risk'),
(184787, 97, 12, '07:46.2', 36.91780378, 97.68566867891094, 125, 82, 76, 'Male', 87.81973536, 1.8143385386725703, 0.1390553528817843, 43, 26.678135428415388, 96.33333333333333, 'High Risk'),
(184788, 91, 14, '06:46.2', 37.458430869457096, 97.30922513506805, 126, 87, 66, 'Female', 64.49882789963249, 1.8655230780190142, 0.082656687, 39, 18.533206747980053, 100, 'High Risk'),
(184789, 87, 12, '05:46.2', 36.079530138050856, 96.88360786859609, 127, 83, 60, 'Male', 74.06687054014778, 1.6349804363257427, 0.10963618461396177, 44, 27.707597779329443, 97.66666666666667, 'Low Risk'),
(184790, 96, 14, '04:46.2', 37.312223920316875, 98.34501366516916, 110, 80, 77, 'Female', 58.74215427, 1.8006981563801598, 0.069977389, 30, 18.11623851, 90, 'High Risk'),
(184791, 78, 16, '03:46.2', 36.009556789175214, 99.91292532, 114, 88, 40, 'Female', 64.47373345353797, 1.620051613152711, 0.13385140358581124, 26, 24.56547225549906, 96.66666666666667, 'Low Risk'),
(184792, 73, 14, '02:46.2', 37.406520748059556, 98.98396910349622, 111, 78, 87, 'Female', 80.34130954001134, 1.8703349289116864, 0.064688084, 33, 22.966781431950263, 89, 'Low Risk'),
(184793, 84, 15, '01:46.2', 36.01214149500292, 99.60658338, 112, 84, 37, 'Female', 57.31485104937323, 1.7672982650292954, 0.12818906382608336, 28, 18.35048156983907, 93.33333333333333, 'High Risk'),
(184794, 77, 13, '00:46.2', 36.52649334628035, 99.89484751635017, 136, 72, 42, 'Female', 91.68019388, 1.7893844113388089, 0.14149851534055327, 64, 28.633090366221406, 93.33333333333333, 'Low Risk'),
(184795, 70, 14, '59:46.2', 37.305646267774044, 97.71303256979941, 126, 85, 36, 'Female', 55.38398174567636, 1.877354490987953, 0.13864969714363812, 41, 15.714175662494837, 98.66666666666667, 'High Risk'),
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(184972, 69, 19, '02:46.2', 37.45101323489953, 97.57067118, 130, 80, 59, 'Female', 63.08114561160087, 1.9461783631691343, 0.091296764, 50, 16.654603279238163, 96.66666666666666, 'High Risk'),
(184973, 81, 18, '01:46.2', 36.13845918134323, 96.22627946583634, 122, 75, 68, 'Male', 69.57628216743457, 1.636162936435615, 0.055939152, 47, 25.990109987698027, 90.66666666666667, 'Low Risk'),
(184974, 91, 19, '00:46.2', 36.60976279256706, 99.19922509418288, 135, 77, 49, 'Female', 74.60097160495242, 1.9865501500929665, 0.085075252, 58, 18.90363910001776, 96.33333333333333, 'High Risk'),
(184975, 61, 17, '59:46.2', 36.23680672241241, 99.55809006777179, 129, 89, 42, 'Male', 59.66585953, 1.5884554687371273, 0.10258851572915068, 40, 23.646987018351922, 102.33333333333333, 'Low Risk'),
(184976, 72, 17, '58:46.2', 36.93941978871909, 99.49463571183887, 132, 86, 50, 'Male', 61.441154335228106, 1.5632521397199122, 0.074285599, 46, 25.142085727387077, 101.33333333333333, 'Low Risk'),
(184977, 95, 19, '57:46.2', 37.21420775, 98.25218792458477, 130, 85, 22, 'Female', 71.62981574950376, 1.978288558108103, 0.061930742, 45, 18.30267448147423, 100, 'High Risk'),
(184978, 99, 16, '56:46.2', 37.24915376104146, 96.01372251871139, 117, 88, 77, 'Female', 82.85916231430213, 1.850003019182929, 0.11368690440707226, 29, 24.210048755058455, 97.66666666666667, 'High Risk'),
(184979, 96, 15, '55:46.2', 37.48414856971381, 95.36010072803725, 135, 87, 23, 'Male', 58.455264109028796, 1.8936102963567931, 0.13081546481927508, 48, 16.302057262975364, 103, 'High Risk'),
(184980, 67, 16, '54:46.2', 36.300130686184765, 96.37428358537979, 114, 88, 76, 'Male', 94.00686208465721, 1.728957540534116, 0.063089065, 26, 31.447845718533838, 96.66666666666667, 'High Risk'),
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(184982, 76, 17, '52:46.2', 36.079230774287495, 95.87825213626397, 118, 79, 21, 'Male', 71.79791384500862, 1.7479698296781963, 0.10695239395021941, 39, 23.498706714233457, 92, 'Low Risk'),
(184983, 79, 14, '51:46.2', 36.63005505096927, 96.44550316, 120, 73, 24, 'Female', 93.54183144916269, 1.9182228490707713, 0.061052795872064185, 47, 25.42188495598848, 88.66666666666667, 'Low Risk'),
(184984, 71, 18, '50:46.2', 36.82882481786335, 98.79715708688406, 134, 82, 56, 'Male', 96.41504486329913, 1.5043950014968588, 0.12656396898248368, 52, 42.60112265991719, 99.33333333333333, 'High Risk'),
(184985, 96, 14, '49:46.2', 36.320411826111155, 96.09028770052976, 125, 84, 86, 'Male', 95.47303741964635, 1.5360852425230649, 0.084246841, 41, 40.46225716290601, 97.66666666666667, 'High Risk'),
(184986, 93, 15, '48:46.2', 36.338929395764595, 98.57764801641491, 119, 89, 46, 'Male', 62.51526745615064, 1.8474534570120684, 0.053437666634435194, 30, 18.31635623501392, 99, 'High Risk'),
(184987, 70, 14, '47:46.2', 37.04208832395421, 98.50157632, 111, 77, 31, 'Male', 81.65431119964977, 1.8919807653921947, 0.069914579, 34, 22.81107150466395, 88.33333333333333, 'Low Risk'),
(184988, 73, 18, '46:46.2', 37.268972426872196, 96.81245919, 130, 89, 67, 'Male', 54.552908730329136, 1.9014564431805339, 0.1215222816880182, 41, 15.088468099083169, 102.66666666666667, 'High Risk'),
(184989, 65, 18, '45:46.2', 36.61351668164462, 96.40348306163915, 130, 78, 22, 'Female', 54.65570325, 1.991269635, 0.10049204750654715, 52, 13.784002532610588, 95.33333333333333, 'High Risk'),
(184990, 95, 17, '44:46.2', 36.39829099269452, 98.89110672631418, 115, 87, 54, 'Female', 55.65824491813449, 1.7476311009261463, 0.14807696274820253, 28, 18.22342391, 96.33333333333333, 'High Risk'),
(184991, 63, 16, '43:46.2', 36.32000291924293, 95.29186282269879, 123, 72, 37, 'Male', 55.62180318528354, 1.7419978897782191, 0.084199029, 51, 18.32946609254876, 89, 'High Risk'),
(184992, 74, 17, '42:46.2', 36.443006599739824, 97.32759570129978, 115, 87, 20, 'Male', 73.68252770232795, 1.7222818351809408, 0.13937198846680332, 28, 24.840256371320447, 96.33333333333333, 'Low Risk'),
(184993, 77, 13, '41:46.2', 37.41921982127717, 97.89575414485121, 137, 86, 88, 'Male', 96.71977341077555, 1.8505121047572741, 0.1343560122726078, 51, 28.24433863578967, 103, 'Low Risk'),
(184994, 76, 13, '40:46.2', 36.42064004111102, 98.52086336341785, 116, 78, 27, 'Female', 95.86297214, 1.6795818726010923, 0.084979004, 38, 33.981968447060865, 90.66666666666667, 'High Risk'),
(184995, 90, 16, '39:46.2', 36.76500520372284, 98.15082953073703, 131, 85, 49, 'Female', 54.106274628549905, 1.675262217382172, 0.14137139511355845, 46, 19.27889086424209, 100.33333333333333, 'Low Risk'),
(184996, 77, 13, '38:46.2', 36.598683985385904, 99.23716639944807, 129, 78, 70, 'Male', 85.07422567290651, 1.8997167047803063, 0.10256800395476603, 51, 23.573296661933345, 95, 'Low Risk'),
(184997, 91, 19, '37:46.2', 37.368205306462855, 95.5982887, 126, 82, 21, 'Female', 91.50215275384255, 1.711795444264009, 0.10645783336789294, 44, 31.226807017340015, 96.66666666666667, 'High Risk'),
(184998, 69, 12, '36:46.2', 36.192983592587666, 96.83807298, 121, 86, 20, 'Male', 56.48949276813853, 1.5116717590541202, 0.12399959849570015, 35, 24.720239595530742, 97.66666666666667, 'Low Risk'),
(184999, 71, 16, '35:46.2', 36.179391120625134, 98.46018187134742, 125, 72, 35, 'Female', 93.04999061467726, 1.779546598, 0.061178295, 53, 29.383099404942037, 89.66666666666666, 'Low Risk'),
(185000, 64, 12, '34:46.2', 37.47301248586812, 97.12785219, 121, 85, 61, 'Female', 62.07751233731648, 1.629650324960712, 0.11802611876421083, 36, 23.374667926106028, 97, 'Low Risk'),
(185001, 62, 14, '33:46.2', 36.124133293993395, 99.05148944445821, 120, 82, 64, 'Male', 87.99547635, 1.9266052303316104, 0.1268285405979226, 38, 23.70690594550413, 94.66666666666667, 'Low Risk'),
(185002, 85, 19, '32:46.2', 37.39276155376416, 96.57275979670634, 110, 82, 45, 'Male', 51.54752572190449, 1.7385905398207129, 0.064836619, 28, 17.053487203911033, 91.33333333333333, 'High Risk'),
(185003, 82, 15, '31:46.2', 36.81672563295546, 96.50786366761574, 122, 74, 22, 'Male', 56.208611804373966, 1.7101269481894086, 0.063750812, 48, 19.219680251800526, 90, 'Low Risk'),
(185004, 85, 16, '30:46.2', 36.53886783703371, 95.90906143, 138, 72, 87, 'Male', 96.08587150411543, 1.5119308702002738, 0.13348537592275034, 66, 42.033510726450935, 94, 'High Risk'),
(185005, 81, 13, '29:46.2', 36.29132666, 95.31883671707851, 123, 73, 40, 'Male', 87.20119934700244, 1.939539523886686, 0.055330126134245074, 50, 23.18062760069973, 89.66666666666666, 'Low Risk'),
(185006, 60, 19, '28:46.2', 37.43428813977462, 96.08737605, 138, 76, 64, 'Male', 86.86373745736466, 1.859385125920514, 0.1055356782612486, 62, 25.124637627315938, 96.66666666666666, 'Low Risk'),
(185007, 66, 15, '27:46.2', 36.941805395705124, 99.03090555961472, 139, 82, 49, 'Female', 99.18854680354562, 1.7471064532192875, 0.14008940195884806, 57, 32.49546768235803, 101, 'High Risk'),
(185008, 95, 13, '26:46.2', 36.21526622191602, 99.00745117778281, 133, 77, 74, 'Male', 81.55360284949802, 1.9772698735140972, 0.11117615836004593, 56, 20.859853464159407, 95.66666666666666, 'High Risk'),
(185009, 91, 17, '25:46.2', 37.03692368747518, 99.64356260023418, 120, 84, 67, 'Female', 57.691453257618605, 1.8089740406619053, 0.08970336, 36, 17.629776628180696, 96, 'High Risk'),
(185010, 89, 16, '24:46.2', 37.07027672616004, 97.14540526, 112, 78, 26, 'Female', 75.48381162696873, 1.6953517297127154, 0.072661064, 34, 26.26238687810753, 89.33333333333333, 'Low Risk'),
(185011, 64, 18, '23:46.2', 37.15772230212453, 99.34929383420148, 122, 78, 49, 'Female', 68.47505903507742, 1.9454226362166256, 0.12060940104566376, 44, 18.092745973385796, 92.66666666666667, 'High Risk'),
(185012, 84, 14, '22:46.2', 36.33108498358919, 97.71131722664744, 127, 83, 40, 'Male', 62.02737450476636, 1.979296691589878, 0.096262137, 44, 15.832941286231245, 97.66666666666667, 'High Risk'),
(185013, 75, 14, '21:46.2', 36.519191927743854, 96.79713208075164, 134, 86, 70, 'Male', 63.74648245, 1.8382877524967352, 0.14936812373403274, 48, 18.86380236935479, 102, 'Low Risk'),
(185014, 90, 13, '20:46.2', 36.407533317791625, 96.12930351917744, 117, 73, 87, 'Male', 54.059759861450104, 1.5829617977655337, 0.14445491431599655, 44, 21.57412765827809, 87.66666666666667, 'Low Risk'),
(185015, 76, 19, '19:46.2', 36.88530409410914, 97.41030092211882, 135, 85, 78, 'Male', 52.720447972208646, 1.7907314834756236, 0.12153201096235795, 50, 16.440618566604325, 101.66666666666666, 'High Risk'),
(185016, 64, 18, '18:46.2', 36.53346838142624, 95.44157046, 117, 78, 89, 'Male', 89.41512389107322, 1.9481139786188229, 0.14282772677154756, 39, 23.560378186807878, 91, 'Low Risk'),
(185017, 71, 19, '17:46.2', 37.03162467749099, 95.21727083229636, 111, 83, 22, 'Female', 88.57944403593785, 1.552705197251223, 0.11071072120705364, 28, 36.74133536947811, 92.33333333333333, 'High Risk'),
(185018, 73, 19, '16:46.2', 36.74014667, 99.53732424935876, 127, 80, 53, 'Female', 95.42910972, 1.6658765991742865, 0.10317833935820425, 47, 34.38707350405908, 95.66666666666667, 'High Risk'),
(185019, 80, 13, '15:46.2', 36.40489811477356, 97.22854642467891, 111, 87, 24, 'Male', 70.46882642818915, 1.6521366009048029, 0.052484084, 24, 25.816961901340786, 95, 'Low Risk'),
(185020, 78, 19, '14:46.2', 36.34817921823173, 95.35963306749892, 117, 72, 85, 'Female', 71.22793256492325, 1.5291395309621063, 0.13370765726725106, 45, 30.46183822665557, 87, 'High Risk'),
(185021, 97, 19, '13:46.2', 37.39056780741224, 95.88001547926049, 111, 82, 75, 'Female', 82.43038598044936, 1.8450532902860957, 0.089259933, 29, 24.214165410128967, 91.66666666666667, 'High Risk'),
(185022, 63, 19, '12:46.2', 37.01400988636551, 98.95229118790476, 136, 78, 62, 'Male', 76.37302606689808, 1.9820388409341534, 0.083326074, 58, 19.44086913786938, 97.33333333333333, 'Low Risk'),
(185023, 83, 18, '11:46.2', 36.24749688, 98.76004419527086, 125, 87, 52, 'Female', 67.97203669881448, 1.7491357095801852, 0.14477783686851597, 38, 22.216890305931965, 99.66666666666667, 'Low Risk'),
(185024, 75, 18, '10:46.2', 36.66518453468547, 96.34798964002856, 132, 76, 79, 'Male', 52.308513242410044, 1.8887723176508342, 0.096078785, 56, 14.662673307149191, 94.66666666666666, 'High Risk'),
(185025, 77, 16, '09:46.2', 36.05915656250826, 96.27525734600523, 114, 80, 56, 'Male', 80.59751935572538, 1.9500958052319628, 0.14612711964078356, 34, 21.193846228511145, 91.33333333333333, 'Low Risk'),
(185026, 75, 13, '08:46.2', 36.778243579222064, 97.41617814142646, 124, 73, 23, 'Male', 80.09372073060278, 1.8349280247397157, 0.072420009, 51, 23.788135400642997, 90, 'Low Risk'),
(185027, 80, 16, '07:46.2', 36.82236200955224, 99.32857815144263, 120, 87, 24, 'Male', 57.90634025143967, 1.6261981669423227, 0.13457149163576293, 33, 21.896725977174427, 98, 'Low Risk'),
(185028, 74, 17, '06:46.2', 36.83619283654679, 95.69004459088524, 129, 81, 48, 'Male', 54.67441179595468, 1.928030078776363, 0.083681352, 48, 14.708097818707918, 97, 'High Risk'),
(185029, 78, 18, '05:46.2', 37.01543668799933, 97.10760674392822, 134, 79, 60, 'Male', 84.21056708, 1.8485036729728097, 0.10633104769462635, 55, 24.644837349477207, 97.33333333333333, 'Low Risk'),
(185030, 63, 15, '04:46.2', 37.18820393254461, 95.86222546851519, 127, 85, 43, 'Female', 51.50988250353976, 1.6887626168738006, 0.098049611, 42, 18.06148047051894, 99, 'High Risk'),
(185031, 98, 15, '03:46.2', 36.55562383240247, 95.07095030574979, 137, 88, 69, 'Female', 93.66000884128457, 1.9147952302261182, 0.11913366807777746, 49, 25.545212543240336, 104.33333333333333, 'High Risk'),
(185032, 82, 13, '02:46.2', 36.41286493091439, 98.03883019668241, 124, 84, 75, 'Female', 78.05445424133973, 1.7084405069535913, 0.13663033954887654, 40, 26.74225166703117, 97.33333333333333, 'Low Risk'),
(185033, 79, 12, '01:46.2', 36.376194266520464, 99.71080694349921, 138, 80, 18, 'Male', 95.24640918490485, 1.9364254879279141, 0.059175776, 58, 25.400778709058894, 99.33333333333333, 'Low Risk'),
(185034, 73, 17, '00:46.2', 36.78031857264557, 98.18493450780942, 118, 87, 55, 'Female', 70.05426818, 1.6859656859792689, 0.12074861599348459, 31, 24.645471884519683, 97.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(185035, 74, 18, '59:46.2', 36.07890656279975, 99.85781048561076, 130, 81, 51, 'Female', 71.44293642714526, 1.7570815102534376, 0.12684060779494832, 49, 23.14064602371856, 97.33333333333333, 'Low Risk'),
(185036, 64, 15, '58:46.2', 36.31595647965673, 96.56617124, 110, 70, 34, 'Male', 87.73372068406732, 1.878371313544776, 0.11092444584361077, 40, 24.865869696645138, 83.33333333333333, 'Low Risk'),
(185037, 83, 13, '57:46.2', 36.03768013391309, 95.37603914812046, 121, 81, 84, 'Male', 63.97883466212465, 1.5661437134705485, 0.1074617865054649, 40, 26.083934578920015, 94.33333333333333, 'Low Risk'),
(185038, 80, 16, '56:46.2', 37.29042789284814, 98.50971010775018, 119, 84, 77, 'Female', 82.72206765, 1.6224099543456838, 0.11829535930361768, 35, 31.426801075500794, 95.66666666666667, 'High Risk'),
(185039, 65, 15, '55:46.2', 36.12530852, 99.35608614528036, 131, 71, 48, 'Female', 50.73766165924652, 1.6764161355525644, 0.072001763, 60, 18.053723364036237, 91, 'High Risk'),
(185040, 70, 19, '54:46.2', 36.613075900375584, 95.94688725551916, 127, 79, 87, 'Male', 69.65066174957218, 1.953991731000785, 0.10004172083995908, 48, 18.24230883846275, 95, 'High Risk'),
(185041, 79, 17, '53:46.2', 37.392157932803336, 96.02092918936526, 113, 84, 81, 'Female', 89.81089485759838, 1.6901024016559598, 0.1444403661380405, 29, 31.44148036772675, 93.66666666666667, 'High Risk'),
(185042, 95, 13, '52:46.2', 36.871712383139375, 96.22208077719412, 133, 88, 84, 'Male', 71.44380373417223, 1.6636584842917137, 0.12886153124048982, 45, 25.812865020504482, 103, 'High Risk'),
(185043, 90, 12, '51:46.2', 36.554489847824755, 99.79266429, 131, 77, 77, 'Female', 80.47900492430507, 1.5723689798204759, 0.081980106, 54, 32.55169916917332, 95, 'High Risk'),
(185044, 61, 19, '50:46.2', 36.36831453522703, 97.97951509342148, 116, 70, 72, 'Female', 90.43472116056195, 1.7305572477717677, 0.058316582, 46, 30.196962713623257, 85.33333333333333, 'High Risk'),
(185045, 98, 13, '49:46.2', 37.346236391469525, 98.01654505097665, 127, 83, 29, 'Male', 67.15680513403856, 1.6699849367533215, 0.052767315833736006, 44, 24.08046779980047, 97.66666666666667, 'High Risk'),
(185046, 62, 17, '48:46.2', 37.39658178757515, 99.17538770194287, 115, 76, 65, 'Female', 81.76551229232074, 1.7247192749917688, 0.10975208540781177, 39, 27.48737884904546, 89, 'Low Risk'),
(185047, 78, 15, '47:46.2', 36.299827874515096, 95.63498884514397, 129, 73, 76, 'Female', 82.11113620869192, 1.6327033151264514, 0.13708442497168732, 56, 30.802609673733233, 91.66666666666666, 'High Risk'),
(185048, 67, 15, '46:46.2', 36.84218710972737, 97.07311836788412, 128, 84, 65, 'Male', 52.70814575, 1.5107802199395162, 0.13792968937657868, 44, 23.09272362170044, 98.66666666666667, 'Low Risk'),
(185049, 91, 15, '45:46.2', 36.157881459795696, 95.44527188642964, 116, 70, 60, 'Female', 76.65208647986711, 1.5877130532063395, 0.071802664, 46, 30.407446429979935, 85.33333333333333, 'High Risk'),
(185050, 97, 17, '44:46.2', 37.30199816516362, 98.36241218254229, 120, 80, 44, 'Male', 71.38879033502185, 1.7742875731354903, 0.057977966, 40, 22.676812092630282, 93.33333333333333, 'High Risk'),
(185051, 77, 17, '43:46.2', 36.93614404396607, 97.08985318547514, 139, 83, 43, 'Female', 79.81847767611735, 1.8066780179495674, 0.093289911, 56, 24.453550202959207, 101.66666666666666, 'Low Risk'),
(185052, 70, 16, '42:46.2', 36.450136256139366, 96.64549913, 131, 80, 48, 'Female', 66.14381050188979, 1.5993032586859715, 0.078733508, 51, 25.85994318701956, 97, 'Low Risk'),
(185053, 92, 12, '41:46.2', 36.551124583920526, 98.20564011, 114, 85, 49, 'Female', 90.10153953791415, 1.8782593737958462, 0.052318389, 29, 25.540011108150026, 94.66666666666667, 'High Risk'),
(185054, 74, 15, '40:46.2', 36.81494694645016, 95.38783279095618, 136, 82, 25, 'Female', 90.69394827, 1.6709049633367576, 0.08819223, 54, 32.48439709560368, 100, 'High Risk'),
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(185231, 79, 13, '43:46.2', 37.32859566045416, 97.80108783603998, 114, 77, 78, 'Female', 98.57459566440446, 1.9233653996349183, 0.12058532228123706, 37, 26.64657567911294, 89.33333333333333, 'Low Risk'),
(185232, 99, 18, '42:46.2', 37.262580087454126, 96.06035722812669, 119, 85, 81, 'Male', 64.32557909305696, 1.5391621168337313, 0.067364603, 34, 27.152822052374503, 96.33333333333333, 'High Risk'),
(185233, 83, 17, '41:46.2', 37.319124673288194, 97.69161911876138, 138, 73, 58, 'Female', 61.35071329483696, 1.7850833432894226, 0.056666192, 65, 19.253186656231584, 94.66666666666666, 'Low Risk'),
(185234, 73, 14, '40:46.2', 36.18242603084808, 96.02641575938037, 114, 85, 73, 'Male', 89.80456910784352, 1.8365898843604713, 0.050451627444143554, 29, 26.62404615433345, 94.66666666666667, 'Low Risk'),
(185235, 82, 16, '39:46.2', 36.61864802470706, 97.16237858241816, 112, 80, 42, 'Male', 55.13149924, 1.9628590218529869, 0.077548911, 32, 14.309405334517704, 90.66666666666667, 'High Risk'),
(185236, 74, 14, '38:46.2', 36.29094564926702, 95.74788284367871, 113, 75, 22, 'Female', 87.61471722, 1.8942517916864612, 0.12215076279127993, 38, 24.417525513888076, 87.66666666666667, 'Low Risk'),
(185237, 76, 17, '37:46.2', 37.26868666464289, 95.33986624023234, 115, 89, 76, 'Female', 77.51355925373564, 1.8141349864907907, 0.071167553, 26, 23.55257965318696, 97.66666666666667, 'Low Risk'),
(185238, 67, 17, '36:46.2', 37.25243599658075, 97.9674685, 111, 89, 37, 'Female', 80.80328113, 1.6923436295496235, 0.088641355, 22, 28.213170563068324, 96.33333333333333, 'Low Risk'),
(185239, 92, 14, '35:46.2', 36.76225366942076, 97.02694384808878, 116, 79, 74, 'Female', 75.19123926325068, 1.9264804762329384, 0.098484042, 37, 20.259933643825736, 91.33333333333333, 'High Risk'),
(185240, 84, 13, '34:46.2', 36.03946932284189, 97.42406961482628, 115, 76, 22, 'Female', 69.10087078886794, 1.6192411086349567, 0.13704939233906027, 39, 26.35484572, 89, 'Low Risk'),
(185241, 75, 14, '33:46.2', 37.233749054030646, 97.76251605, 134, 80, 82, 'Female', 52.56363676024194, 1.7436748304983947, 0.11424853623477611, 54, 17.28838431173364, 98, 'High Risk'),
(185242, 86, 15, '32:46.2', 36.13503202485762, 97.95887030621941, 122, 88, 23, 'Female', 94.49744145573169, 1.7783788990593508, 0.055257581271318024, 34, 29.87937140263891, 99.33333333333333, 'Low Risk'),
(185243, 63, 19, '31:46.2', 37.20132227, 95.86138367817136, 112, 77, 82, 'Female', 88.28660657319753, 1.8285486548751897, 0.076770885, 35, 26.404733156469348, 88.66666666666667, 'Low Risk'),
(185244, 97, 13, '30:46.2', 36.407099465884365, 95.27491291025564, 129, 73, 52, 'Male', 78.14405382875057, 1.598230545495713, 0.1441469474017181, 56, 30.59264898666391, 91.66666666666666, 'High Risk'),
(185245, 76, 17, '29:46.2', 36.71079097353641, 95.78839092014955, 122, 73, 49, 'Male', 70.97129711, 1.7653081034565976, 0.051640415721863335, 49, 22.77412568550896, 89.33333333333333, 'Low Risk'),
(185246, 87, 13, '28:46.2', 37.02340814333225, 95.34596494074123, 139, 75, 60, 'Female', 68.35656499544129, 1.9668224183731253, 0.063568553, 64, 17.670544458579588, 96.33333333333333, 'High Risk'),
(185247, 75, 17, '27:46.2', 36.22813012050891, 99.52972509199898, 119, 82, 42, 'Male', 87.18902676073444, 1.9984502140452043, 0.1381250767979722, 37, 21.831077078147914, 94.33333333333333, 'Low Risk'),
(185248, 86, 16, '26:46.2', 36.27651111523013, 96.70163764806729, 120, 84, 46, 'Male', 98.95393819708511, 1.584480982296904, 0.082798442, 36, 39.414772226683176, 96, 'High Risk'),
(185249, 63, 12, '25:46.2', 37.12447467016127, 95.78108284887226, 132, 77, 29, 'Female', 57.23150242525129, 1.7396774712768572, 0.05416971, 55, 18.91026732109071, 95.33333333333333, 'Low Risk'),
(185250, 68, 12, '24:46.2', 36.49271076078219, 96.67223424860809, 117, 71, 44, 'Male', 83.21117138071597, 1.654051423349019, 0.078700009, 46, 30.414705876692878, 86.33333333333333, 'High Risk'),
(185251, 98, 13, '23:46.2', 36.91860103011544, 97.39906624461486, 116, 82, 20, 'Male', 62.73117864282154, 1.5585725231342247, 0.11999420845442418, 34, 25.824351023756535, 93.33333333333333, 'High Risk'),
(185252, 63, 13, '22:46.2', 36.63917644133609, 97.92159496651183, 111, 82, 24, 'Female', 63.68005876599294, 1.7446658970969728, 0.14102227778049234, 29, 20.92083004861879, 91.66666666666667, 'Low Risk'),
(185253, 67, 18, '21:46.2', 36.62623154253392, 97.53570268196638, 121, 79, 34, 'Male', 82.14573669769864, 1.9264692399406065, 0.1232718248463466, 42, 22.13404919158538, 93, 'Low Risk'),
(185254, 80, 12, '20:46.2', 36.87854867049267, 95.55063768703123, 130, 75, 25, 'Female', 97.77854825110946, 1.9737395023307664, 0.1017711895479325, 55, 25.099433447803108, 93.33333333333333, 'Low Risk'),
(185255, 80, 16, '19:46.2', 37.037021204427774, 96.02362536166491, 130, 74, 21, 'Male', 98.92077260423328, 1.5305923463601312, 0.11223143054768901, 56, 42.22488009794133, 92.66666666666666, 'High Risk'),
(185256, 91, 17, '18:46.2', 36.57605429965023, 97.56145306924968, 134, 71, 23, 'Male', 52.86219338278619, 1.7482375943441455, 0.055071635013488496, 63, 17.29594393575991, 92, 'High Risk'),
(185257, 67, 15, '17:46.2', 37.18022654530507, 97.73663737, 112, 87, 45, 'Male', 99.92736420383524, 1.6342084710519056, 0.084214883, 25, 37.41704768329844, 95.33333333333333, 'High Risk'),
(185258, 91, 15, '16:46.2', 36.85324743412942, 95.86397696064083, 118, 74, 89, 'Female', 98.47592565, 1.6548213068989956, 0.12373107020796399, 44, 35.960677363406724, 88.66666666666667, 'High Risk'),
(185259, 75, 15, '15:46.2', 37.088569497815875, 96.27681163029288, 125, 82, 38, 'Male', 58.44302619416396, 1.9022688102761431, 0.1285695399959455, 43, 16.150609672016106, 96.33333333333333, 'High Risk'),
(185260, 78, 17, '14:46.2', 36.50981943640514, 98.39877819373977, 114, 76, 49, 'Female', 67.45371156862946, 1.8212643046584687, 0.14024027703924635, 38, 20.33573620406417, 88.66666666666667, 'Low Risk'),
(185261, 90, 19, '13:46.2', 37.36777592191005, 98.18219545125025, 128, 78, 27, 'Male', 84.89035773903286, 1.8509077652788573, 0.053951151, 50, 24.779287172185096, 94.66666666666666, 'Low Risk'),
(185262, 95, 15, '12:46.2', 37.24516093358684, 99.69709329940464, 130, 84, 65, 'Female', 91.65078273749984, 1.531844044224009, 0.056120852727230754, 46, 39.057736720349894, 99.33333333333333, 'High Risk'),
(185263, 60, 17, '11:46.2', 36.91079931144128, 95.42691938300459, 120, 83, 77, 'Male', 84.85403494523041, 1.8248926658723628, 0.10138279252721152, 37, 25.479907496035874, 95.33333333333333, 'Low Risk'),
(185264, 62, 13, '10:46.2', 36.33444167434908, 96.30321560337958, 125, 74, 47, 'Male', 87.27573422600611, 1.9917777505083718, 0.11677502301284229, 51, 21.99944667547008, 91, 'Low Risk'),
(185265, 92, 15, '09:46.2', 36.30700434609472, 99.47819058114874, 123, 73, 66, 'Female', 90.57167386502765, 1.6663009293909892, 0.087940085, 50, 32.620117492074364, 89.66666666666666, 'High Risk'),
(185266, 91, 17, '08:46.2', 37.47910111920578, 97.53046986, 110, 89, 82, 'Male', 79.01731124464905, 1.6273204149613387, 0.1183071395319107, 21, 29.838439199948464, 96, 'High Risk'),
(185267, 60, 13, '07:46.2', 36.745678669121524, 97.72866682446352, 128, 82, 44, 'Male', 81.16587009302214, 1.612509132580917, 0.1038826956926151, 46, 31.215412810741594, 97.33333333333333, 'High Risk'),
(185268, 90, 17, '06:46.2', 36.590450620903724, 98.14654723, 122, 70, 24, 'Female', 66.33506427336022, 1.6925141388422063, 0.065928493, 52, 23.156799935323015, 87.33333333333333, 'Low Risk'),
(185269, 83, 19, '05:46.2', 36.00968252657757, 99.55995530886958, 115, 79, 88, 'Male', 99.56854561534524, 1.6609160147878361, 0.1365510771795628, 36, 36.09331885766567, 91, 'High Risk'),
(185270, 82, 12, '04:46.2', 36.79669310877557, 97.49290745040973, 127, 77, 47, 'Male', 99.91000243202076, 1.9902351788019819, 0.05131749, 50, 25.22319937096145, 93.66666666666666, 'Low Risk'),
(185271, 76, 15, '03:46.2', 36.22166625793231, 97.17133789768377, 117, 72, 72, 'Male', 71.10705752531834, 1.8146235730084372, 0.080490995, 45, 21.59432388407011, 87, 'Low Risk'),
(185272, 81, 15, '02:46.2', 36.03915931978194, 98.17935246491392, 123, 81, 58, 'Female', 61.62099979603236, 1.896522322501757, 0.085930939, 42, 17.132187657778285, 95, 'High Risk'),
(185273, 95, 16, '01:46.2', 36.13991927898645, 96.77124030212403, 114, 85, 55, 'Female', 84.13952620965858, 1.5407911434812795, 0.076827262, 29, 35.44153434930345, 94.66666666666667, 'High Risk'),
(185274, 73, 14, '00:46.2', 36.54447102158257, 98.03443886926684, 111, 87, 75, 'Female', 84.96268755023267, 1.8555954647950874, 0.14936882310497024, 24, 24.675254280658937, 95, 'Low Risk'),
(185275, 89, 14, '59:46.2', 37.302801285260024, 98.49030779837847, 131, 86, 82, 'Female', 65.99463439397071, 1.8697525281346346, 0.084138727, 45, 18.87732135435754, 101, 'Low Risk'),
(185276, 93, 13, '58:46.2', 37.18616118144607, 97.27644401923236, 127, 74, 30, 'Male', 94.89636732, 1.6348817755450742, 0.057919574, 53, 35.503967096532854, 91.66666666666666, 'High Risk'),
(185277, 87, 16, '57:46.2', 36.68915499625907, 97.70134476837032, 113, 89, 76, 'Male', 58.34097205934647, 1.7314789399260215, 0.053586205, 24, 19.459838594662408, 97, 'Low Risk'),
(185278, 81, 17, '56:46.2', 36.33785170314034, 98.14039261950074, 123, 89, 79, 'Female', 53.102807273448796, 1.9646169861258995, 0.12008460356032455, 34, 13.75820231, 100.33333333333333, 'High Risk'),
(185279, 72, 19, '55:46.2', 37.034581842741254, 95.26035219555062, 121, 82, 54, 'Male', 52.11112253105584, 1.5147737373868337, 0.09335037, 39, 22.710928745396952, 95, 'Low Risk'),
(185280, 99, 18, '54:46.2', 36.63876956753698, 98.41109928411554, 118, 79, 39, 'Male', 73.20731583534186, 1.952295010742568, 0.10765379123031538, 39, 19.20717948849026, 92, 'High Risk'),
(185281, 92, 18, '53:46.2', 37.09050532968144, 96.61193231, 135, 82, 36, 'Male', 74.72750942195246, 1.618195504479321, 0.083907013, 53, 28.537671033384633, 99.66666666666666, 'High Risk'),
(185282, 61, 15, '52:46.2', 36.813096128643295, 97.34573583, 134, 72, 87, 'Male', 99.37918388, 1.5831203129165101, 0.13539953336728788, 62, 39.652226955071484, 92.66666666666666, 'High Risk'),
(185283, 78, 16, '51:46.2', 37.26500146269511, 99.91384248746898, 127, 80, 60, 'Male', 87.09999880070112, 1.8657387326231334, 0.065901327, 47, 25.021681629416406, 95.66666666666667, 'Low Risk'),
(185284, 62, 15, '50:46.2', 36.61165346, 99.64769850009826, 117, 89, 63, 'Female', 58.492625690728815, 1.5566843281921188, 0.059891156, 28, 24.137929279710438, 98.33333333333333, 'Low Risk'),
(185285, 89, 17, '49:46.2', 36.490995, 98.88048309399294, 119, 83, 70, 'Female', 94.35143987086524, 1.8314099077937978, 0.13030593452764255, 36, 28.13049753640963, 95, 'Low Risk'),
(185286, 65, 13, '48:46.2', 37.210423066835865, 99.43805789027324, 118, 73, 61, 'Male', 95.27818956757599, 1.9342600470638849, 0.086564782, 45, 25.46617818823035, 88, 'Low Risk'),
(185287, 68, 17, '47:46.2', 37.39417552625908, 96.90194193290189, 138, 76, 31, 'Female', 95.67972109239024, 1.6639853521405787, 0.062864394, 62, 34.555796105580015, 96.66666666666666, 'High Risk'),
(185288, 96, 16, '46:46.2', 37.117558321073226, 95.41604162004461, 127, 76, 89, 'Male', 89.81004876166892, 1.6655215863330128, 0.10706174481408368, 51, 32.37609014046622, 93, 'High Risk'),
(185289, 76, 19, '45:46.2', 36.1614867, 97.13670338952922, 114, 86, 70, 'Male', 69.10750502311595, 1.5759987513111027, 0.06189436, 28, 27.823609912130518, 95.33333333333333, 'Low Risk'),
(185290, 72, 19, '44:46.2', 37.27441017529801, 99.89022496494256, 118, 85, 31, 'Female', 52.623738897635505, 1.5244421998397768, 0.07019388, 33, 22.644345697181503, 96, 'Low Risk'),
(185291, 65, 19, '43:46.2', 37.37493451793125, 99.40548374, 123, 84, 39, 'Male', 50.587202951286706, 1.7685277908729502, 0.072350512, 39, 16.173979551255055, 97, 'High Risk'),
(185292, 75, 14, '42:46.2', 36.22886612029206, 95.04355394089659, 133, 76, 32, 'Male', 75.42732319491947, 1.783465548635776, 0.060028186, 57, 23.713695919671654, 95, 'Low Risk'),
(185293, 61, 14, '41:46.2', 36.26003125644471, 99.01784346608547, 110, 76, 54, 'Male', 56.472590428762274, 1.5967265547863052, 0.07233939, 34, 22.150147037923535, 87.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(185294, 69, 13, '40:46.2', 37.296103624180944, 98.21004614401262, 126, 89, 69, 'Female', 92.11653384592287, 1.609753552399701, 0.060643068, 37, 35.5482973, 101.33333333333333, 'High Risk'),
(185295, 97, 13, '39:46.2', 36.96669490895965, 98.11510957769313, 122, 83, 36, 'Male', 92.12033249990589, 1.9257689307427905, 0.10542325400377772, 39, 24.83974569565919, 96, 'High Risk'),
(185296, 68, 19, '38:46.2', 36.46546006031424, 95.27108856906717, 113, 70, 48, 'Female', 78.67905853340827, 1.9351484109324844, 0.067698894, 43, 21.01021996389609, 84.33333333333333, 'Low Risk'),
(185297, 74, 16, '37:46.2', 36.63653666179732, 95.63190372387444, 125, 82, 31, 'Male', 94.67764502057386, 1.5327886781666191, 0.14381956946719493, 43, 40.297943087159716, 96.33333333333333, 'High Risk'),
(185298, 77, 17, '36:46.2', 36.26987803237641, 96.66728083234808, 138, 74, 80, 'Female', 50.86439060106658, 1.7255793531713484, 0.12284508988678128, 64, 17.082206760476925, 95.33333333333333, 'High Risk'),
(185299, 81, 17, '35:46.2', 37.296113115789886, 96.67674876294842, 110, 83, 51, 'Female', 84.11467686426471, 1.781739693989181, 0.12273644189269096, 27, 26.496180279768193, 92, 'Low Risk'),
(185300, 87, 19, '34:46.2', 37.14800571280167, 99.07006478486169, 130, 76, 25, 'Male', 65.68578618055216, 1.8553290368980282, 0.078310324, 54, 19.082247267083094, 94, 'Low Risk'),
(185301, 79, 19, '33:46.2', 37.36610859513005, 97.03938564377044, 136, 79, 87, 'Male', 74.09557118578327, 1.8282465759408644, 0.070947992, 57, 22.167806036852753, 98, 'Low Risk'),
(185302, 76, 13, '32:46.2', 36.10188057837131, 99.07546838076061, 139, 78, 58, 'Female', 58.41483233, 1.739215876541343, 0.10079040672300812, 61, 19.311506382423982, 98.33333333333333, 'Low Risk'),
(185303, 77, 13, '31:46.2', 36.11798546954184, 97.09899554113765, 137, 74, 58, 'Female', 73.86010994879092, 1.710927449766939, 0.079296777, 63, 25.231714483160705, 95, 'Low Risk'),
(185304, 99, 17, '30:46.2', 37.421095693797504, 97.64641368, 138, 78, 28, 'Female', 91.69422325, 1.6940396642669897, 0.10756353066462188, 60, 31.95176302371682, 98, 'High Risk'),
(185305, 69, 13, '29:46.2', 36.06615116924714, 95.89476059, 137, 89, 79, 'Male', 94.42835286062405, 1.8017032544957816, 0.1052737359779812, 48, 29.089475328139383, 105, 'Low Risk'),
(185306, 77, 16, '28:46.2', 36.757091664938244, 96.88501185769523, 117, 79, 36, 'Male', 64.97718014, 1.5197943751035372, 0.10686790531235141, 38, 28.13139018280813, 91.66666666666667, 'Low Risk'),
(185307, 98, 16, '27:46.2', 37.116455894609444, 96.64148176458819, 130, 80, 47, 'Male', 87.41909095126965, 1.6475203878436238, 0.12550696732266353, 50, 32.206586008829255, 96.66666666666666, 'High Risk'),
(185308, 64, 15, '26:46.2', 37.372740719708155, 95.41452057884719, 128, 81, 71, 'Female', 84.58927978, 1.862221043511533, 0.08669116, 47, 24.39230643569164, 96.66666666666667, 'Low Risk'),
(185309, 97, 17, '25:46.2', 36.06122031210745, 98.18620251598955, 137, 72, 29, 'Female', 91.75643668, 1.582711127, 0.10535418028691815, 65, 36.629688747660545, 93.66666666666666, 'High Risk'),
(185310, 97, 19, '24:46.2', 36.504243863900534, 99.48317236, 113, 77, 86, 'Male', 88.51172705687917, 1.934078252, 0.12805977626031456, 36, 23.662069842657512, 89, 'High Risk'),
(185311, 70, 18, '23:46.2', 36.85446197, 98.18491860003473, 137, 84, 36, 'Male', 69.58729149083159, 1.5341445674126906, 0.086301771, 53, 29.566325920137743, 101.66666666666666, 'Low Risk'),
(185312, 60, 13, '22:46.2', 37.16020536618292, 99.09768106256446, 112, 72, 53, 'Female', 74.13336061515801, 1.787227021898709, 0.086354526, 40, 23.20888324586698, 85.33333333333333, 'Low Risk'),
(185313, 89, 19, '21:46.2', 36.67307510841332, 98.97446314, 110, 74, 23, 'Male', 96.48039493987775, 1.5037829371040643, 0.065219909, 36, 42.66470696565277, 86, 'High Risk'),
(185314, 83, 19, '20:46.2', 36.57144982284823, 95.37988637332221, 121, 87, 32, 'Male', 69.61103687821272, 1.6052035486780367, 0.079432226, 34, 27.015802979178527, 98.33333333333333, 'Low Risk'),
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(185491, 69, 18, '23:46.2', 37.18731269232545, 96.54357577246455, 122, 86, 60, 'Female', 66.83952474198304, 1.7129289942839443, 0.1105901544226893, 36, 22.780047849727136, 98, 'Low Risk'),
(185492, 83, 13, '22:46.2', 37.33630827274123, 96.75573255210034, 113, 84, 65, 'Female', 74.62397780609845, 1.5108829458155981, 0.11609297535227525, 29, 32.69013823357572, 93.66666666666667, 'High Risk'),
(185493, 70, 18, '21:46.2', 37.07011968167656, 96.15405738350091, 128, 83, 58, 'Male', 89.28255249042319, 1.5147816952409863, 0.092614827, 45, 38.91047217159851, 98, 'High Risk'),
(185494, 82, 17, '20:46.2', 37.45194950002004, 98.78562264888394, 131, 86, 78, 'Male', 72.28780290057898, 1.672848940348503, 0.12296109899467414, 45, 25.83161587434126, 101, 'Low Risk'),
(185495, 80, 13, '19:46.2', 37.49381281449227, 97.38327244897854, 113, 86, 56, 'Male', 60.99157817505651, 1.9519862437606466, 0.10387951094600559, 27, 16.00723664841491, 95, 'High Risk'),
(185496, 98, 17, '18:46.2', 36.48795864, 96.68636389903722, 130, 76, 76, 'Female', 60.89197656243636, 1.6713532861962301, 0.1475666544643245, 54, 21.798346531042167, 94, 'High Risk'),
(185497, 78, 17, '17:46.2', 36.376955133912446, 96.41307691363544, 131, 75, 47, 'Male', 72.43115911745086, 1.6146370524298965, 0.1199559181555505, 56, 27.782774023461087, 93.66666666666666, 'Low Risk'),
(185498, 69, 19, '16:46.2', 36.827574533756476, 96.88812234, 122, 79, 58, 'Female', 95.08057950721651, 1.5964575140244848, 0.077157478, 43, 37.30586286540702, 93.33333333333333, 'High Risk'),
(185499, 62, 18, '15:46.2', 37.12847682, 98.96592326859066, 124, 71, 68, 'Male', 53.451888829708736, 1.9052448925518928, 0.09061294, 53, 14.725208211341656, 88.66666666666666, 'High Risk'),
(185500, 85, 14, '14:46.2', 37.19936238631751, 97.03657349, 129, 84, 89, 'Male', 51.71200143, 1.891305099805964, 0.12259584859520258, 45, 14.456666404365672, 99, 'High Risk'),
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(185503, 68, 15, '11:46.2', 36.79712675349175, 97.80508682295222, 129, 86, 71, 'Male', 53.11277820794538, 1.5404926189584103, 0.072058935, 43, 22.381014848634265, 100.33333333333333, 'Low Risk'),
(185504, 69, 12, '10:46.2', 36.66722405313263, 97.67637714645963, 138, 73, 81, 'Female', 67.16098007069266, 1.995260917562528, 0.083248392, 65, 16.870099086997765, 94.66666666666666, 'High Risk'),
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(185506, 85, 17, '08:46.2', 36.53558855432674, 96.52214928199643, 116, 85, 71, 'Female', 96.98111676326961, 1.98748021, 0.053284117, 31, 24.551699231145076, 95.33333333333333, 'Low Risk'),
(185507, 60, 16, '07:46.2', 37.43330591168319, 98.57379477535942, 138, 70, 79, 'Male', 82.49900436331949, 1.9832931932433269, 0.11764882459295964, 68, 20.973690962229497, 92.66666666666666, 'Low Risk'),
(185508, 96, 15, '06:46.2', 37.167474188947324, 97.07980693559502, 117, 81, 39, 'Female', 74.77811404153988, 1.745019330350722, 0.097792422, 36, 24.55692723384791, 93, 'High Risk'),
(185509, 99, 19, '05:46.2', 36.63427365597251, 96.51588940765805, 134, 80, 24, 'Female', 87.10330125232065, 1.645697058651543, 0.11738232192923266, 54, 32.16139140176288, 98, 'High Risk'),
(185510, 60, 18, '04:46.2', 37.168698524182446, 95.38317595783607, 115, 70, 32, 'Male', 98.07248226858016, 1.6819625514105312, 0.10828575868348023, 45, 34.66686134968331, 85, 'High Risk'),
(185511, 74, 16, '03:46.2', 36.820018549811714, 96.99449335731957, 118, 89, 65, 'Male', 79.45317399062183, 1.6677361242547075, 0.14927019840003058, 29, 28.566470120606603, 98.66666666666667, 'Low Risk'),
(185512, 81, 14, '02:46.2', 37.148782148479945, 98.50438159970925, 139, 89, 77, 'Male', 95.39615844164716, 1.5585758747012517, 0.057155005, 50, 39.27127371105889, 105.66666666666666, 'High Risk'),
(185513, 76, 16, '01:46.2', 36.63832872, 98.11262116, 138, 87, 23, 'Male', 95.02346326822534, 1.5396246902589128, 0.09557414, 51, 40.086775210811496, 104, 'High Risk'),
(185514, 73, 12, '00:46.2', 36.99409663180894, 99.73874551749219, 114, 77, 78, 'Male', 61.80762555428873, 1.5575516770903433, 0.10812023403843844, 37, 25.477518769138506, 89.33333333333333, 'Low Risk'),
(185515, 81, 14, '59:46.2', 36.45940544814308, 99.85539198, 137, 88, 67, 'Female', 51.67132655, 1.8892769750795213, 0.076540247, 49, 14.476325766879627, 104.33333333333333, 'High Risk'),
(185516, 81, 16, '58:46.2', 36.59031645, 97.66003762665625, 116, 89, 58, 'Male', 60.04033133174248, 1.8626962519041395, 0.07728952, 27, 17.304497754558657, 98, 'High Risk'),
(185517, 74, 16, '57:46.2', 36.231605328547374, 98.56365777758086, 127, 85, 70, 'Male', 72.15928076735142, 1.935936429426064, 0.084593216, 42, 19.25351427788016, 99, 'Low Risk'),
(185518, 71, 18, '56:46.2', 36.732736897153806, 99.66705962392274, 137, 77, 56, 'Male', 52.80660147551912, 1.5482974026251535, 0.1351167893928752, 60, 22.02822215118325, 97, 'Low Risk'),
(185519, 73, 15, '55:46.2', 36.33233103742437, 97.44025478491871, 139, 83, 70, 'Female', 57.625840380011965, 1.6849918054102855, 0.055820261, 56, 20.29652489068608, 101.66666666666666, 'Low Risk'),
(185520, 64, 16, '54:46.2', 37.27039562298674, 97.31403113626374, 115, 74, 20, 'Male', 71.18283777126892, 1.799407029399935, 0.10791251616525341, 41, 21.984493892573568, 87.66666666666667, 'Low Risk'),
(185521, 69, 12, '53:46.2', 36.936702640633904, 99.54158154203085, 126, 88, 27, 'Male', 57.75004381121183, 1.6636397467148458, 0.14169486923844485, 38, 20.865737649441307, 100.66666666666667, 'Low Risk'),
(185522, 73, 16, '52:46.2', 37.30626849089488, 96.40189295, 117, 84, 75, 'Female', 93.46469085111224, 1.7371250544295063, 0.10628986615550488, 33, 30.973152123321892, 95, 'High Risk'),
(185523, 91, 18, '51:46.2', 36.49793398194284, 97.51384867812915, 111, 88, 61, 'Female', 76.40275316877165, 1.6328750673034889, 0.055665972281028125, 23, 28.65517684989871, 95.66666666666667, 'High Risk'),
(185524, 60, 13, '50:46.2', 37.41637867412009, 96.20008171411745, 127, 77, 35, 'Male', 59.821450451756526, 1.8893412479486111, 0.1414145864086897, 50, 16.75853792603611, 93.66666666666666, 'High Risk'),
(185525, 65, 12, '49:46.2', 36.762559679795835, 97.69465435961803, 128, 76, 31, 'Male', 70.43727978216896, 1.9291987546487208, 0.055810722, 52, 18.925555242520744, 93.33333333333333, 'Low Risk'),
(185526, 62, 14, '48:46.2', 36.85056091, 95.96464307, 125, 89, 75, 'Female', 89.46817803476335, 1.8680349476795006, 0.10238008607768243, 36, 25.638853426406904, 101, 'Low Risk'),
(185527, 67, 16, '47:46.2', 37.333238721021075, 97.72692902, 115, 82, 64, 'Female', 92.55738319449118, 1.740646051115808, 0.1417177779879008, 33, 30.548516812112446, 93, 'High Risk'),
(185528, 61, 16, '46:46.2', 37.29079948151202, 98.99580258044261, 129, 87, 53, 'Female', 80.84373013054424, 1.726668465966757, 0.093657922, 42, 27.11617502633666, 101, 'Low Risk'),
(185529, 79, 18, '45:46.2', 37.02473149002559, 96.01037735474199, 138, 84, 37, 'Male', 76.62381216500583, 1.8761224382768398, 0.13700547968935992, 54, 21.769146389874855, 102, 'Low Risk'),
(185530, 68, 19, '44:46.2', 37.37985275210613, 98.75979222, 139, 87, 74, 'Female', 77.96827561, 1.6394616050614241, 0.14932055513606532, 52, 29.007842497028243, 104.33333333333333, 'Low Risk'),
(185531, 80, 14, '43:46.2', 37.064824180220064, 96.21827634577355, 128, 80, 59, 'Female', 57.013271817288896, 1.6359975016933643, 0.13220648375365712, 48, 21.30152480915487, 96, 'Low Risk'),
(185532, 67, 17, '42:46.2', 36.44015892708078, 96.47565387107232, 126, 76, 26, 'Female', 80.23731276388337, 1.7629759555486924, 0.14675576257939754, 50, 25.815681650975648, 92.66666666666666, 'Low Risk'),
(185533, 77, 12, '41:46.2', 36.168552223703806, 98.44398834736822, 114, 85, 79, 'Female', 85.62108525792382, 1.5167151767466704, 0.098827904, 29, 37.219682433051396, 94.66666666666667, 'High Risk'),
(185534, 65, 17, '40:46.2', 36.74529956608629, 99.35698859596522, 115, 74, 80, 'Female', 72.07132804333943, 1.5348876926361996, 0.12830802416290304, 41, 30.592101905683734, 87.66666666666667, 'High Risk'),
(185535, 67, 12, '39:46.2', 37.17642670024508, 95.52206894046594, 114, 84, 43, 'Female', 56.835892745379994, 1.8610203161531427, 0.056928077, 30, 16.41044876702575, 94, 'High Risk'),
(185536, 86, 19, '38:46.2', 37.15577203304558, 95.02162428293988, 121, 88, 85, 'Female', 81.69138468831513, 1.5096483446831337, 0.075651203, 33, 35.84467666704381, 99, 'High Risk'),
(185537, 72, 14, '37:46.2', 37.034392167985274, 99.73860596580784, 128, 81, 83, 'Male', 52.851705759161526, 1.6568332624725015, 0.069888558, 47, 19.25313246230468, 96.66666666666667, 'Low Risk'),
(185538, 65, 15, '36:46.2', 37.18834222112572, 98.32682724428243, 130, 71, 20, 'Female', 59.77006178870828, 1.9720022787967433, 0.131652525, 59, 15.369823484975527, 90.66666666666666, 'High Risk'),
(185539, 99, 13, '35:46.2', 36.590029118051156, 98.09240826771997, 123, 71, 59, 'Male', 92.74316472919539, 1.890075747865114, 0.13801171877270935, 52, 25.96112404783905, 88.33333333333333, 'High Risk'),
(185540, 90, 14, '34:46.2', 36.861116677857595, 97.88065173318112, 139, 70, 19, 'Male', 54.89008893269265, 1.598785336261296, 0.1293833572098444, 69, 21.474033275105384, 93, 'Low Risk'),
(185541, 65, 13, '33:46.2', 36.882595952248394, 96.90391772187819, 113, 76, 55, 'Male', 88.75213824, 1.9067217830697976, 0.059205874862478906, 37, 24.41204539, 88.33333333333333, 'Low Risk'),
(185542, 63, 16, '32:46.2', 36.40965943226199, 99.04195516266206, 121, 73, 58, 'Male', 79.25682011665683, 1.5923953709684096, 0.11971292632356727, 48, 31.256103119406003, 89, 'High Risk'),
(185543, 64, 13, '31:46.2', 37.44104672925537, 98.87911270415772, 115, 88, 48, 'Male', 51.84993200248893, 1.625388038744178, 0.1488635421067377, 27, 19.626102934046287, 97, 'Low Risk'),
(185544, 68, 17, '30:46.2', 36.941288244719495, 97.94213400772253, 121, 71, 24, 'Female', 84.37211857971272, 1.7131117654978247, 0.072445824, 50, 28.74931880050021, 87.66666666666666, 'Low Risk'),
(185545, 97, 19, '29:46.2', 36.34010657177907, 98.52399825699126, 117, 78, 59, 'Male', 85.04777703, 1.7043200335877415, 0.13750122112937946, 39, 29.27929858809165, 91, 'High Risk'),
(185546, 80, 14, '28:46.2', 37.038579491258396, 96.68409113847066, 115, 70, 39, 'Male', 76.53199737670961, 1.6987884175026786, 0.056894000822624996, 45, 26.519447107614194, 85, 'Low Risk'),
(185547, 71, 14, '27:46.2', 37.03565054403687, 99.56025455223504, 137, 72, 51, 'Male', 95.12699421897193, 1.6363244584416106, 0.069991512, 65, 35.52752309916997, 93.66666666666666, 'High Risk'),
(185548, 89, 17, '26:46.2', 37.22375103802834, 95.78852940755232, 127, 83, 82, 'Female', 78.38138134971459, 1.9941398884468073, 0.10295097283105967, 44, 19.710682917430102, 97.66666666666667, 'Low Risk'),
(185549, 75, 16, '25:46.2', 36.991539422205655, 95.44571355529435, 139, 78, 69, 'Male', 96.25581595696269, 1.9473413629810188, 0.12908667281245867, 61, 25.382991391791013, 98.33333333333333, 'Low Risk'),
(185550, 73, 12, '24:46.2', 36.528143152859386, 99.32271261199979, 117, 80, 65, 'Female', 79.18439378303705, 1.6931962162146719, 0.097648301, 37, 27.62008543691661, 92.33333333333333, 'Low Risk'),
(185551, 68, 17, '23:46.2', 37.21588672241234, 99.46544680317406, 124, 71, 62, 'Female', 65.04268598462755, 1.9418955610944986, 0.12150180016103412, 53, 17.248317164849386, 88.66666666666666, 'High Risk'),
(185552, 81, 12, '22:46.2', 36.650954963774495, 96.99154007086534, 116, 71, 60, 'Male', 78.21553529492525, 1.900234311, 0.050329430093190575, 45, 21.661010388715436, 86, 'Low Risk'),
(185553, 94, 13, '21:46.2', 36.82593846044449, 99.26130986009555, 131, 84, 65, 'Male', 87.45360403944218, 1.5329491882774966, 0.075140891, 47, 37.21535723839213, 99.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(185554, 79, 18, '20:46.2', 36.06255576725868, 98.04209221236208, 115, 86, 57, 'Male', 90.37223516247346, 1.595202062569085, 0.13452084676509501, 29, 35.51432941907478, 95.66666666666667, 'High Risk'),
(185555, 83, 12, '19:46.2', 37.34997369021631, 99.13988948765592, 135, 70, 56, 'Male', 56.854691428469245, 1.6760093159478797, 0.10824511845584625, 65, 20.240137112880788, 91.66666666666666, 'Low Risk'),
(185556, 78, 16, '18:46.2', 36.231842632471945, 96.23795382716908, 138, 77, 63, 'Female', 65.65784628277528, 1.6757869680832933, 0.14432100624082955, 61, 23.380242713081586, 97.33333333333333, 'Low Risk'),
(185557, 69, 12, '17:46.2', 37.26640410797033, 95.16723366362044, 130, 86, 48, 'Female', 59.727203942379944, 1.8745834776991415, 0.050974453, 44, 16.996621941735658, 100.66666666666667, 'High Risk'),
(185558, 87, 14, '16:46.2', 36.244294120201474, 99.38850622033661, 136, 89, 33, 'Male', 90.76987650538157, 1.7628390514273202, 0.099542915, 47, 29.20898187398395, 104.66666666666667, 'Low Risk'),
(185559, 97, 17, '15:46.2', 36.618931659951755, 95.78354623299107, 113, 78, 86, 'Male', 55.80471614341206, 1.7823396932321733, 0.14317732817899528, 35, 17.56669031937006, 89.66666666666667, 'High Risk'),
(185560, 99, 12, '14:46.2', 37.06627118970265, 97.60085831937005, 120, 88, 60, 'Male', 63.90526789985317, 1.5294157117335843, 0.12675237735807504, 32, 27.320306357504794, 98.66666666666667, 'High Risk'),
(185561, 99, 12, '13:46.2', 36.028773077527596, 99.10018550418643, 120, 72, 21, 'Female', 59.77035541421434, 1.7976700670910626, 0.12686921844596555, 48, 18.495490963225215, 88, 'High Risk'),
(185562, 82, 17, '12:46.2', 36.071905050619385, 97.15722581758693, 125, 89, 33, 'Female', 73.89706656423884, 1.7879736575184824, 0.071747031, 36, 23.115589154267024, 101, 'Low Risk'),
(185563, 65, 12, '11:46.2', 36.025421296147876, 96.16450833, 133, 86, 39, 'Male', 95.91776684832396, 1.6563146420396642, 0.10457301131640537, 47, 34.96337729805508, 101.66666666666667, 'High Risk'),
(185564, 60, 15, '10:46.2', 37.041216042472115, 96.04072643493909, 134, 87, 56, 'Female', 95.67278697600224, 1.5939309660172283, 0.060929223, 47, 37.65732004435857, 102.66666666666667, 'High Risk'),
(185565, 96, 17, '09:46.2', 36.041056485516926, 95.42923458941675, 130, 84, 73, 'Male', 66.46531165400397, 1.556466001, 0.069260992, 46, 27.435682524052996, 99.33333333333333, 'High Risk'),
(185566, 69, 19, '08:46.2', 37.10186423609524, 96.34598346326905, 110, 70, 66, 'Female', 82.91572449195212, 1.6150770783512574, 0.13568112968490587, 40, 31.78706227351858, 83.33333333333333, 'High Risk'),
(185567, 85, 12, '07:46.2', 36.68144692512644, 99.40698503901658, 115, 73, 68, 'Male', 88.48142190571285, 1.7604608394422885, 0.091635166, 42, 28.549555798853657, 87, 'Low Risk'),
(185568, 93, 15, '06:46.2', 36.124916490731515, 98.12225706986561, 120, 85, 80, 'Male', 67.78270091993114, 1.958580468630033, 0.080860796, 35, 17.669978921306193, 96.66666666666667, 'High Risk'),
(185569, 79, 12, '05:46.2', 37.07794368665365, 97.78938840462776, 115, 85, 22, 'Male', 57.32346987359325, 1.989619848865059, 0.12805670562754032, 30, 14.480790191770907, 95, 'High Risk'),
(185570, 69, 17, '04:46.2', 37.10922486792844, 98.74960808396855, 129, 82, 67, 'Female', 52.8962079, 1.9898295040292306, 0.086941395, 47, 13.359580053810207, 97.66666666666667, 'High Risk'),
(185571, 94, 12, '03:46.2', 36.491610105775315, 96.43091197256145, 117, 70, 46, 'Female', 84.31351909548019, 1.690922810730719, 0.10304064578948523, 47, 29.48829419049847, 85.66666666666667, 'High Risk'),
(185572, 70, 16, '02:46.2', 37.423241653247885, 96.72940495930406, 123, 72, 62, 'Male', 72.0344894, 1.9179311299539066, 0.067547997, 51, 19.582785442135794, 89, 'Low Risk'),
(185573, 75, 13, '01:46.2', 36.41013337248837, 96.59336592422675, 123, 76, 23, 'Female', 93.85252463360175, 1.6898999713742944, 0.091522758, 47, 32.864267920278145, 91.66666666666667, 'High Risk'),
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(185750, 71, 13, '04:46.2', 37.410116912973834, 98.01863908056798, 128, 82, 66, 'Female', 75.50978785020176, 1.7180182601671024, 0.12043233042586242, 46, 25.58277782213858, 97.33333333333333, 'Low Risk'),
(185751, 77, 19, '03:46.2', 37.26976384089801, 96.66261881926306, 111, 79, 87, 'Female', 61.861142219812436, 1.7196900194249511, 0.1416395040288524, 32, 20.917876431690225, 89.66666666666667, 'Low Risk'),
(185752, 86, 13, '02:46.2', 37.36675821526506, 96.97514533323175, 113, 80, 48, 'Male', 63.69456491063116, 1.9839315869588807, 0.070210246, 33, 16.18262577895789, 91, 'High Risk'),
(185753, 63, 19, '01:46.2', 36.73278980169564, 95.12940229, 118, 83, 25, 'Female', 71.24747031, 1.9851380543196457, 0.078808937, 35, 18.079566774517513, 94.66666666666667, 'High Risk'),
(185754, 61, 18, '00:46.2', 37.25860518963752, 99.49498409192813, 137, 89, 26, 'Male', 59.14640524575335, 1.8268860140633687, 0.1322862598446543, 48, 17.721702944105648, 105, 'High Risk'),
(185755, 91, 18, '59:46.2', 36.407925939287466, 97.36045385182655, 134, 75, 21, 'Male', 57.91887307128233, 1.5417594628908353, 0.1366239510587643, 59, 24.366146879989778, 94.66666666666666, 'High Risk'),
(185756, 90, 17, '58:46.2', 36.59899766393745, 97.79483283293766, 125, 87, 77, 'Female', 61.23915521087228, 1.8506503729090904, 0.082176425, 38, 17.880531861984288, 99.66666666666667, 'High Risk'),
(185757, 62, 19, '57:46.2', 36.78274028206447, 97.77342968478852, 113, 72, 26, 'Female', 75.59163754, 1.5480258138214384, 0.082643794, 41, 31.544043048160777, 85.66666666666667, 'High Risk'),
(185758, 90, 17, '56:46.2', 36.91053725420886, 98.74022314414933, 135, 80, 39, 'Male', 77.27501822820409, 1.5538183293732692, 0.066342063, 55, 32.00653318564843, 98.33333333333333, 'High Risk'),
(185759, 73, 13, '55:46.2', 36.95523445657912, 99.97243795485423, 111, 85, 66, 'Male', 98.74397446995292, 1.7471118802185681, 0.058980786, 26, 32.34961898610777, 93.66666666666667, 'High Risk'),
(185760, 77, 19, '54:46.2', 36.92869018093933, 98.28494323154209, 116, 80, 76, 'Male', 63.31632497233149, 1.7851733574765067, 0.057383943, 36, 19.868034530839825, 92, 'Low Risk'),
(185761, 91, 18, '53:46.2', 36.18960293330137, 98.21326444658645, 120, 80, 85, 'Male', 75.09259905574791, 1.7241774565870251, 0.076322399, 40, 25.259992147507933, 93.33333333333333, 'High Risk'),
(185762, 79, 19, '52:46.2', 37.150774179706936, 99.35272213733167, 125, 88, 33, 'Male', 70.75953806914305, 1.9040268790259849, 0.14450833523613799, 37, 19.51815844006946, 100.33333333333333, 'Low Risk'),
(185763, 95, 13, '51:46.2', 37.11891500848399, 95.64068658006953, 113, 73, 81, 'Female', 75.31380173004858, 1.9748839988905833, 0.10520714159677158, 40, 19.31040527672426, 86.33333333333333, 'High Risk'),
(185764, 74, 19, '50:46.2', 36.76978733809936, 97.87934272598761, 112, 76, 22, 'Female', 99.21535045339934, 1.7768810495436842, 0.10362428996548342, 36, 31.42405017134932, 88, 'High Risk'),
(185765, 66, 16, '49:46.2', 36.08229794152686, 96.59355165877751, 114, 77, 66, 'Female', 99.09835591844525, 1.5439548430604062, 0.14708493868289801, 37, 41.57164990041305, 89.33333333333333, 'High Risk'),
(185766, 70, 18, '48:46.2', 36.21275191776917, 95.11986243070824, 116, 73, 54, 'Female', 81.34135216476213, 1.8168745595324218, 0.11879400511514578, 43, 24.64117993, 87.33333333333333, 'Low Risk'),
(185767, 97, 17, '47:46.2', 36.31439836375856, 98.46421116231056, 130, 87, 54, 'Female', 89.65909202906579, 1.6254590014121284, 0.080365028, 43, 33.934565807477526, 101.33333333333333, 'High Risk'),
(185768, 79, 19, '46:46.2', 36.516935502821454, 96.92603837931048, 131, 72, 87, 'Female', 98.85229560385761, 1.9033565202633465, 0.12886658697087122, 59, 27.286414420443755, 91.66666666666666, 'Low Risk'),
(185769, 76, 14, '45:46.2', 36.38835651912323, 98.03430924991477, 132, 78, 27, 'Female', 69.07707355024486, 1.6801160270019488, 0.14334182629585168, 54, 24.47120645662924, 96, 'Low Risk'),
(185770, 78, 17, '44:46.2', 36.878513996437725, 97.10806916, 110, 84, 25, 'Male', 69.30656936136491, 1.8855352741072997, 0.10237891612971733, 26, 19.494184813760437, 92.66666666666667, 'Low Risk'),
(185771, 73, 14, '43:46.2', 36.483874212456946, 99.05546038573476, 118, 71, 34, 'Male', 88.39178830800519, 1.884244631547733, 0.087740682, 47, 24.896445534150633, 86.66666666666667, 'Low Risk'),
(185772, 61, 17, '42:46.2', 37.04426975187311, 96.24660314407683, 114, 79, 58, 'Male', 95.56403039183608, 1.6472935266388022, 0.079713599, 35, 35.21700947317201, 90.66666666666667, 'High Risk'),
(185773, 94, 17, '41:46.2', 36.438358993153294, 99.62443827841825, 111, 82, 82, 'Female', 93.21962404069708, 1.7492779943987553, 0.052467153, 29, 30.464193232157633, 91.66666666666667, 'High Risk'),
(185774, 96, 18, '40:46.2', 36.73024546078436, 95.74273532566826, 137, 77, 88, 'Male', 96.58069813631953, 1.514075648449325, 0.054920392, 60, 42.13036204881324, 97, 'High Risk'),
(185775, 77, 14, '39:46.2', 36.814727756160664, 96.52143460168949, 138, 72, 55, 'Female', 88.16639525, 1.9777745449379738, 0.14721675155392905, 66, 22.539772004188844, 94, 'Low Risk'),
(185776, 70, 17, '38:46.2', 37.26988407027192, 97.21543998, 121, 74, 67, 'Male', 56.64346955220699, 1.969203069522134, 0.14596070164102087, 47, 14.607262673112213, 89.66666666666667, 'High Risk'),
(185777, 62, 17, '37:46.2', 36.306857116908716, 96.08975767000022, 133, 82, 24, 'Male', 60.26630872617679, 1.8285673085833465, 0.076797845, 51, 18.02406271219955, 99, 'High Risk'),
(185778, 88, 13, '36:46.2', 37.22597226925144, 96.44555272960191, 122, 71, 65, 'Male', 89.50941532638456, 1.547751717042751, 0.13004713440601345, 51, 37.36509849240155, 88, 'High Risk'),
(185779, 86, 14, '35:46.2', 36.42554319022303, 97.56931547688936, 119, 86, 37, 'Male', 88.73569691141654, 1.5128563552158105, 0.096975421, 33, 38.77064057, 97, 'High Risk'),
(185780, 73, 12, '34:46.2', 36.69537603848274, 95.90887096216254, 110, 80, 64, 'Male', 59.926824537581055, 1.9112500745353174, 0.14096280278181308, 30, 16.40537774495474, 90, 'High Risk'),
(185781, 92, 12, '33:46.2', 36.81293920504966, 98.98649010502099, 113, 87, 80, 'Male', 62.440157818545714, 1.5561932724034082, 0.079860322, 26, 25.78320639246167, 95.66666666666667, 'High Risk'),
(185782, 96, 18, '32:46.2', 36.451510247360304, 96.79804102151036, 132, 77, 80, 'Male', 95.80872373422426, 1.865843485010524, 0.081546642, 55, 27.520393165611807, 95.33333333333333, 'High Risk'),
(185783, 94, 13, '31:46.2', 37.32963268771458, 98.87466543636242, 125, 81, 61, 'Female', 64.80117774987775, 1.5392478520649417, 0.11728795690417351, 44, 27.350532530096668, 95.66666666666667, 'High Risk'),
(185784, 72, 16, '30:46.2', 37.23072063013135, 98.59779203, 132, 77, 25, 'Male', 60.65837669180382, 1.5316723762841433, 0.11490547010611941, 55, 25.855862164603106, 95.33333333333333, 'Low Risk'),
(185785, 78, 17, '29:46.2', 36.347302265521655, 99.21516422523044, 127, 84, 56, 'Female', 95.01455149621063, 1.6859227167951896, 0.12160678559198414, 43, 33.428338985613465, 98.33333333333333, 'High Risk'),
(185786, 84, 15, '28:46.2', 37.44967134, 95.92991668237342, 111, 74, 41, 'Male', 97.15537269702773, 1.834368254246078, 0.055681941392841175, 37, 28.873123628665024, 86.33333333333333, 'Low Risk'),
(185787, 67, 18, '27:46.2', 36.53173483652234, 98.51612227092156, 135, 88, 69, 'Male', 82.86462566836467, 1.7850199727892817, 0.13430440748063305, 47, 26.006566176432003, 103.66666666666667, 'Low Risk'),
(185788, 92, 16, '26:46.2', 36.678348522736194, 98.05694985776009, 111, 84, 48, 'Male', 78.10053023933955, 1.7669391856723908, 0.10259582236400419, 27, 25.015591587958998, 93, 'High Risk'),
(185789, 67, 12, '25:46.2', 37.48931439, 99.97225158086731, 133, 83, 25, 'Male', 73.71046789206238, 1.691432197256003, 0.11810191608389078, 50, 25.76439693, 99.66666666666666, 'Low Risk'),
(185790, 84, 18, '24:46.2', 37.48167463, 98.75812947359599, 126, 86, 55, 'Female', 51.21867996480804, 1.7771625906294255, 0.076263744, 40, 16.21713215838267, 99.33333333333333, 'High Risk'),
(185791, 93, 17, '23:46.2', 37.16730318422186, 95.04541874311019, 124, 80, 42, 'Male', 86.60706005814197, 1.8116227136286764, 0.088843443, 44, 26.388687015169896, 94.66666666666667, 'High Risk'),
(185792, 61, 14, '22:46.2', 37.45148405, 97.42425404018626, 131, 72, 30, 'Female', 94.98808775289575, 1.8744884662648758, 0.1212262132833729, 59, 27.03358233291316, 91.66666666666666, 'Low Risk'),
(185793, 90, 12, '21:46.2', 37.351802456713436, 98.29713633616541, 118, 84, 58, 'Male', 89.75193084598986, 1.592978948783867, 0.077770164, 34, 35.369077049316104, 95.33333333333333, 'High Risk'),
(185794, 66, 15, '20:46.2', 37.47449642, 99.22835179442741, 136, 86, 45, 'Female', 72.13121758978488, 1.5210002865929542, 0.1167869364206738, 50, 31.17917872, 102.66666666666666, 'High Risk'),
(185795, 74, 14, '19:46.2', 36.78264561179076, 98.66534919, 129, 84, 64, 'Male', 71.97023316087473, 1.7484837310690091, 0.13468376400248588, 45, 23.54126078, 99, 'Low Risk'),
(185796, 79, 15, '18:46.2', 36.84597273046114, 95.95405231371966, 112, 75, 70, 'Male', 97.06668647018253, 1.8962091397064111, 0.13023239013887872, 37, 26.995895196038763, 87.33333333333333, 'Low Risk'),
(185797, 77, 17, '17:46.2', 36.14332274518873, 98.95988346129144, 116, 88, 35, 'Female', 73.70008043219453, 1.798808250518074, 0.061832286, 28, 22.777089069569406, 97.33333333333333, 'Low Risk'),
(185798, 71, 19, '16:46.2', 37.49450350967741, 99.36585816, 130, 72, 40, 'Male', 73.63986030204707, 1.750334467231517, 0.080773734, 58, 24.036479889316652, 91.33333333333333, 'Low Risk'),
(185799, 74, 14, '15:46.2', 37.17908570796912, 96.78166805731753, 118, 81, 52, 'Female', 61.95328669906715, 1.9807406583104443, 0.1435221123592355, 37, 15.790981272155141, 93.33333333333333, 'High Risk'),
(185800, 87, 16, '14:46.2', 36.45744211332364, 99.87199559763103, 134, 81, 34, 'Female', 96.85664033054653, 1.565405965460228, 0.060357602438251695, 53, 39.52532335702338, 98.66666666666666, 'High Risk'),
(185801, 68, 19, '13:46.2', 37.42240547102233, 98.11266837205474, 139, 85, 89, 'Female', 79.45086804172942, 1.8408359219063666, 0.086537131, 54, 23.445985140635152, 103, 'Low Risk'),
(185802, 90, 12, '12:46.2', 36.557685315793805, 96.48185141601056, 115, 80, 24, 'Female', 61.97981520624016, 1.7351893269691838, 0.087612139, 35, 20.58526876756858, 91.66666666666667, 'Low Risk'),
(185803, 83, 17, '11:46.2', 36.07025410649981, 98.20388474423586, 113, 74, 18, 'Male', 81.95442834040031, 1.7026797030158218, 0.13671954438290784, 39, 28.268743633301973, 87, 'Low Risk'),
(185804, 66, 16, '10:46.2', 36.7860835, 97.01432607771983, 130, 86, 52, 'Female', 95.05723394148751, 1.6026757635412767, 0.095041356, 44, 37.00784819258427, 100.66666666666667, 'High Risk'),
(185805, 92, 14, '09:46.2', 36.08077720776034, 98.01835713400894, 124, 81, 60, 'Female', 81.61925619788182, 1.8503592934143618, 0.1284750643838985, 43, 23.83858654376952, 95.33333333333333, 'High Risk'),
(185806, 98, 18, '08:46.2', 36.39764336, 99.74832473667233, 125, 87, 42, 'Female', 55.13996637088931, 1.5880569032517249, 0.07302228, 38, 21.864239546662844, 99.66666666666667, 'High Risk'),
(185807, 88, 17, '07:46.2', 36.09238431028383, 95.61483044353997, 130, 77, 35, 'Male', 84.51830238434849, 1.8656722024949783, 0.068932018, 53, 24.281755606664642, 94.66666666666666, 'Low Risk'),
(185808, 70, 18, '06:46.2', 36.804891426943946, 97.13943902959375, 119, 71, 54, 'Female', 77.02430422894409, 1.6577992318871078, 0.086509003, 48, 28.026180570808986, 87, 'Low Risk'),
(185809, 66, 18, '05:46.2', 36.019349402646604, 99.71056586718416, 122, 77, 84, 'Female', 70.06044577710607, 1.9061810978537794, 0.10194162583694476, 45, 19.28166703422578, 92, 'Low Risk'),
(185810, 75, 14, '04:46.2', 37.38908594985539, 96.5028016, 121, 84, 26, 'Male', 99.60406709145742, 1.9067147701058005, 0.13795152686558526, 37, 27.397164072802074, 96.33333333333333, 'Low Risk'),
(185811, 67, 15, '03:46.2', 36.52645628068582, 95.04608930047156, 123, 81, 81, 'Female', 69.12555208175345, 1.6767345882306741, 0.1161926743363959, 42, 24.587250531751145, 95, 'Low Risk'),
(185812, 61, 12, '02:46.2', 36.92329597712162, 97.95900845938287, 138, 76, 61, 'Male', 96.12038216, 1.9532242706653702, 0.053210431, 62, 25.194820262771632, 96.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(185813, 69, 15, '01:46.2', 36.00150966729682, 98.27625078349043, 117, 84, 85, 'Male', 80.96513299667342, 1.6812929605428182, 0.1358881995389446, 33, 28.64252128, 95, 'Low Risk'),
(185814, 70, 17, '00:46.2', 37.40005003604975, 96.41423654008031, 115, 81, 23, 'Female', 76.43310202528873, 1.5649347381835765, 0.061586992, 34, 31.209659003704395, 92.33333333333333, 'High Risk'),
(185815, 61, 16, '59:46.2', 36.78935588568302, 99.83028077987059, 111, 86, 85, 'Male', 72.57612925514908, 1.833851450465479, 0.11408878479269674, 25, 21.58069842, 94.33333333333333, 'Low Risk'),
(185816, 78, 17, '58:46.2', 36.86027428377578, 96.75770941028149, 121, 75, 53, 'Male', 87.50913250084545, 1.6979764609283878, 0.079650788, 46, 30.352191103486945, 90.33333333333333, 'High Risk'),
(185817, 97, 13, '57:46.2', 36.09813522656568, 98.89986873929476, 120, 80, 54, 'Female', 87.34846188, 1.8818027068254881, 0.1311839492750992, 40, 24.66647464188482, 93.33333333333333, 'High Risk'),
(185818, 75, 18, '56:46.2', 37.46832377127289, 95.64219672572608, 139, 80, 81, 'Male', 70.60893929372611, 1.5942769170513127, 0.050931997813458245, 59, 27.77999550632667, 99.66666666666666, 'Low Risk'),
(185819, 73, 13, '55:46.2', 37.23773726350018, 97.30338784, 127, 78, 23, 'Female', 55.05492111636617, 1.9277875294503626, 0.12059215473341259, 49, 14.814186628860517, 94.33333333333333, 'High Risk'),
(185820, 60, 12, '54:46.2', 37.250420676784564, 96.19879357204205, 128, 86, 49, 'Female', 57.04568517, 1.570043448422464, 0.1231141619332924, 42, 23.141923777418484, 100, 'Low Risk'),
(185821, 89, 13, '53:46.2', 36.95067853770104, 96.91291798942916, 132, 73, 37, 'Male', 54.19139904486498, 1.962447149546724, 0.059625352855514346, 59, 14.071306533725378, 92.66666666666666, 'High Risk'),
(185822, 74, 12, '52:46.2', 36.20562086617246, 96.57946451565982, 126, 74, 59, 'Male', 99.28921513, 1.838163378686514, 0.1309430625435985, 52, 29.385552365245346, 91.33333333333333, 'Low Risk'),
(185823, 67, 12, '51:46.2', 36.132725191300125, 96.99510106554088, 116, 83, 35, 'Female', 99.93961610069647, 1.9857135719010273, 0.13116720771719087, 33, 25.34571041693991, 94, 'Low Risk'),
(185824, 74, 16, '50:46.2', 36.58350128276982, 98.57487048558605, 127, 78, 43, 'Male', 61.06765390668309, 1.6395606476254823, 0.1301075435637583, 49, 22.717276486719012, 94.33333333333333, 'Low Risk'),
(185825, 82, 17, '49:46.2', 36.30167987360926, 95.19331059678755, 133, 77, 85, 'Female', 61.88249728460564, 1.7641667329225692, 0.14776763468335188, 56, 19.883305021043537, 95.66666666666666, 'Low Risk'),
(185826, 82, 13, '48:46.2', 37.44403319297021, 95.94569601704427, 137, 82, 49, 'Male', 71.5705892, 1.8517859183895635, 0.10252529455431045, 55, 20.871470003831522, 100.33333333333333, 'Low Risk'),
(185827, 92, 14, '47:46.2', 37.23337921228218, 99.59144451260653, 116, 84, 59, 'Female', 57.31465946933982, 1.7284447266134753, 0.051604162, 32, 19.184687287954127, 94.66666666666667, 'High Risk'),
(185828, 97, 13, '46:46.2', 37.43962946817132, 98.67242900046894, 131, 88, 85, 'Male', 51.40957247472707, 1.8892334587288842, 0.070622547, 43, 14.40365582673214, 102.33333333333333, 'High Risk'),
(185829, 99, 16, '45:46.2', 36.37571128865285, 95.39558850858408, 112, 75, 68, 'Female', 75.97118952940474, 1.953182326249011, 0.12742824891530824, 37, 19.914222484579245, 87.33333333333333, 'High Risk'),
(185830, 73, 12, '44:46.2', 36.67671125885533, 98.60230360539416, 133, 82, 30, 'Female', 77.31848622, 1.8634326652776874, 0.071885315, 51, 22.26670391, 99, 'Low Risk'),
(185831, 91, 15, '43:46.2', 36.056743404334945, 98.94912292183186, 128, 80, 57, 'Female', 78.04537891309404, 1.6620289963462938, 0.053435612477612374, 48, 28.25335333237246, 96, 'High Risk'),
(185832, 92, 12, '42:46.2', 36.36011949625128, 95.6348325, 116, 87, 83, 'Male', 77.20842256219689, 1.7734172863406656, 0.056696464, 29, 24.549508671360826, 96.66666666666667, 'High Risk'),
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(186008, 62, 17, '46:46.2', 37.41139669188987, 97.45717412377209, 117, 84, 46, 'Male', 54.36743734642982, 1.7539575157626175, 0.085042172, 33, 17.67261120921388, 95, 'High Risk'),
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(186010, 77, 17, '44:46.2', 37.438880366517225, 98.51142218, 137, 89, 21, 'Female', 88.89996225655796, 1.6491907372381795, 0.068243723, 48, 32.68585146387635, 105, 'High Risk'),
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(186012, 68, 13, '42:46.2', 36.80218252967915, 96.34622207, 138, 74, 28, 'Male', 78.23141371669733, 1.697736662591773, 0.10865740479310187, 64, 27.141917354425384, 95.33333333333333, 'Low Risk'),
(186013, 79, 17, '41:46.2', 36.250526613677756, 99.62432687, 112, 83, 32, 'Male', 52.10121604535629, 1.7742235139435778, 0.11322682063910355, 29, 16.55126524127494, 92.66666666666667, 'High Risk'),
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(186020, 84, 13, '34:46.2', 36.90618488602046, 98.92612665594991, 132, 79, 34, 'Male', 65.29624687, 1.9692362797676797, 0.10058009315266062, 53, 16.838079776332325, 96.66666666666666, 'High Risk'),
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(186022, 86, 15, '32:46.2', 36.30336341140966, 96.96298382309634, 137, 76, 36, 'Female', 50.75753829681855, 1.7289873742296236, 0.14180798952175555, 61, 16.97918761533756, 96.33333333333333, 'High Risk'),
(186023, 71, 18, '31:46.2', 36.80486896282924, 96.66930512335169, 136, 74, 57, 'Female', 72.02444238362871, 1.7108398299827852, 0.14527387209334008, 62, 24.607143372120863, 94.66666666666666, 'Low Risk'),
(186024, 75, 13, '30:46.2', 36.83111517227501, 97.22516429265069, 134, 86, 71, 'Male', 73.91671215, 1.7489225785886267, 0.1398572911160041, 48, 24.16581641994306, 102, 'Low Risk'),
(186025, 95, 19, '29:46.2', 37.43338540067684, 96.93571059037734, 128, 72, 22, 'Female', 69.47530135335765, 1.8410687039458309, 0.095273973, 56, 20.49700694, 90.66666666666666, 'High Risk'),
(186026, 92, 13, '28:46.2', 37.06583643494194, 95.01220068299992, 110, 79, 62, 'Male', 62.55648698623318, 1.6347437581312128, 0.053990741, 31, 23.408467173278876, 89.33333333333333, 'High Risk'),
(186027, 73, 15, '27:46.2', 36.54195027687684, 96.84265236725668, 112, 80, 83, 'Male', 75.74150266963049, 1.598748369050202, 0.1297901798127246, 32, 29.632868115209618, 90.66666666666667, 'Low Risk'),
(186028, 91, 16, '26:46.2', 37.3029879, 95.81560685909473, 112, 72, 88, 'Male', 88.32081366137717, 1.6167419803595535, 0.1470409870299399, 40, 33.789489519416776, 85.33333333333333, 'High Risk'),
(186029, 69, 12, '25:46.2', 37.35224483178269, 97.21266837256411, 110, 72, 77, 'Male', 99.32305482704517, 1.584246248311063, 0.096231346, 38, 39.573521094722736, 84.66666666666667, 'High Risk'),
(186030, 92, 18, '24:46.2', 37.47901124, 98.75592469213251, 127, 88, 38, 'Male', 87.97207505, 1.7258862826613957, 0.056554575, 39, 29.533878375023498, 101, 'High Risk'),
(186031, 63, 19, '23:46.2', 36.37418107177974, 98.56585564773219, 115, 84, 69, 'Male', 78.18234316844575, 1.5826582819372363, 0.12157777804461493, 31, 31.21291810466117, 94.33333333333333, 'High Risk'),
(186032, 61, 16, '22:46.2', 37.40899821111001, 96.64890164971975, 130, 77, 73, 'Male', 81.93079399036964, 1.7974710363284294, 0.058753027, 53, 25.35848836766097, 94.66666666666666, 'Low Risk'),
(186033, 85, 12, '21:46.2', 37.460610672241984, 98.84914096283154, 139, 89, 59, 'Female', 64.57250218105362, 1.551396712440196, 0.054020128, 50, 26.828839169859194, 105.66666666666666, 'Low Risk'),
(186034, 89, 14, '20:46.2', 36.92996356303315, 99.95665240878706, 131, 71, 84, 'Male', 97.01920881976872, 1.8902753318896262, 0.1154061427450387, 60, 27.152360745393164, 91, 'Low Risk'),
(186035, 90, 17, '19:46.2', 36.591764973386624, 96.40752726488827, 122, 88, 72, 'Male', 77.92365561939702, 1.8676485849672997, 0.1147920117555882, 34, 22.339785152027492, 99.33333333333333, 'Low Risk'),
(186036, 61, 12, '18:46.2', 36.014010158657925, 95.21651212737063, 123, 87, 28, 'Female', 58.268673661241706, 1.6446565957822046, 0.1373624930224858, 36, 21.541932980700494, 99, 'Low Risk'),
(186037, 97, 18, '17:46.2', 37.45341124, 97.29106117229709, 123, 89, 77, 'Male', 99.52650616852492, 1.880600751201161, 0.10116323740486585, 34, 28.141390207705683, 100.33333333333333, 'High Risk'),
(186038, 91, 13, '16:46.2', 37.23818338184806, 97.75021181636961, 139, 80, 18, 'Male', 56.76572688869465, 1.985886474834146, 0.075643891, 59, 14.393863086957275, 99.66666666666666, 'High Risk'),
(186039, 91, 16, '15:46.2', 37.263514565640676, 99.61019532918709, 134, 81, 60, 'Male', 77.57609135512816, 1.642577265106547, 0.11936121457259294, 53, 28.752544157433267, 98.66666666666666, 'High Risk'),
(186040, 77, 13, '14:46.2', 37.398032047602236, 98.99319041609874, 118, 79, 76, 'Female', 82.77042098288915, 1.814022351793701, 0.14560495632110454, 39, 25.153006098292337, 92, 'Low Risk'),
(186041, 83, 13, '13:46.2', 36.13298024682701, 95.17023485104845, 115, 79, 34, 'Male', 99.11611516439503, 1.6882219108968834, 0.087421748, 36, 34.77644676806758, 91, 'High Risk'),
(186042, 84, 16, '12:46.2', 36.39676231095223, 95.92527630149388, 132, 81, 73, 'Male', 62.83529293, 1.670173453864257, 0.065485403, 51, 22.525813848463685, 98, 'Low Risk'),
(186043, 60, 17, '11:46.2', 37.025472615115646, 96.84691947258133, 130, 86, 30, 'Male', 57.28309995190292, 1.5562168495761957, 0.14271874492416425, 44, 23.653002947610123, 100.66666666666667, 'Low Risk'),
(186044, 68, 19, '10:46.2', 36.781044436256835, 96.29105134978217, 121, 85, 47, 'Male', 92.99232032136064, 1.6853787566469853, 0.08754506, 36, 32.737993123595096, 97, 'High Risk'),
(186045, 70, 12, '09:46.2', 36.088477242868464, 96.69670337223575, 115, 77, 78, 'Male', 53.159147931296616, 1.905783497183646, 0.1466066181690872, 38, 14.636286003536512, 89.66666666666667, 'High Risk'),
(186046, 78, 16, '08:46.2', 36.87291739855072, 95.43979694862685, 112, 87, 46, 'Female', 76.61089171455396, 1.8946390571463176, 0.093981679, 25, 21.342119418857457, 95.33333333333333, 'Low Risk'),
(186047, 62, 16, '07:46.2', 37.42904822, 97.03260800295725, 123, 71, 73, 'Male', 60.53115353504467, 1.9165830062943214, 0.097075536, 52, 16.47872796, 88.33333333333333, 'High Risk'),
(186048, 66, 17, '06:46.2', 36.44742293193622, 95.84250014641711, 125, 71, 20, 'Female', 82.38999515, 1.9443366708827228, 0.082605956, 54, 21.793728831966877, 89, 'Low Risk'),
(186049, 76, 16, '05:46.2', 36.13532542960736, 97.37395438860534, 125, 86, 76, 'Female', 52.14167338703789, 1.9090599544209632, 0.10247106107341403, 39, 14.306909483238563, 99, 'High Risk'),
(186050, 75, 19, '04:46.2', 37.46414065, 95.8867791, 111, 75, 26, 'Male', 65.8185919, 1.9531734048369072, 0.068128442, 36, 17.253093767893343, 87, 'High Risk'),
(186051, 88, 15, '03:46.2', 36.44397477030614, 99.50843850118045, 115, 77, 74, 'Male', 73.15697852053128, 1.661668984574737, 0.13621765504618216, 38, 26.495171364024188, 89.66666666666667, 'Low Risk'),
(186052, 84, 17, '02:46.2', 36.84440759, 99.23298441990273, 131, 76, 43, 'Female', 80.75167057638211, 1.677421603, 0.083379543, 55, 28.69901901516161, 94.33333333333333, 'Low Risk'),
(186053, 87, 17, '01:46.2', 37.405886050192976, 99.72893501347446, 112, 87, 62, 'Male', 54.40490723537813, 1.9081060423007445, 0.063711067, 25, 14.94283704974523, 95.33333333333333, 'High Risk'),
(186054, 83, 17, '00:46.2', 37.3497841, 96.68507479517922, 120, 85, 66, 'Female', 97.64350832129475, 1.543058019571954, 0.063979936, 35, 41.00897015845771, 96.66666666666667, 'High Risk'),
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(186056, 77, 18, '58:46.2', 36.60283059719905, 96.21744069587372, 123, 79, 68, 'Female', 92.33665773985075, 1.9557957787425473, 0.073900108, 44, 24.139437266286215, 93.66666666666667, 'Low Risk'),
(186057, 68, 17, '57:46.2', 36.77114019025492, 99.64316434, 134, 84, 49, 'Female', 66.21208219734622, 1.669505031857646, 0.093659625, 50, 23.75536899900431, 100.66666666666666, 'Low Risk'),
(186058, 66, 18, '56:46.2', 37.36590045344275, 96.4698879, 113, 72, 83, 'Female', 53.34618604558274, 1.9594329048553714, 0.1278600721017094, 41, 13.894489068754424, 85.66666666666667, 'High Risk'),
(186059, 97, 14, '55:46.2', 37.39367567, 95.41248609137686, 138, 82, 53, 'Male', 78.75072336002323, 1.6198031231590038, 0.069943687, 56, 30.01442913796163, 100.66666666666666, 'High Risk'),
(186060, 82, 12, '54:46.2', 37.31993938911275, 97.38352844, 114, 71, 81, 'Male', 93.42021928675798, 1.682325602456983, 0.09324808, 43, 33.00811881, 85.33333333333333, 'High Risk'),
(186061, 63, 14, '53:46.2', 36.62040425, 95.11651074, 124, 84, 50, 'Female', 83.70496471, 1.8560483083575219, 0.10255170266865557, 40, 24.298119653275098, 97.33333333333333, 'Low Risk'),
(186062, 92, 14, '52:46.2', 36.33095637330986, 95.55201164365813, 129, 88, 69, 'Female', 57.583802542082395, 1.9480336577809305, 0.12573041661484846, 41, 15.174256730897874, 101.66666666666667, 'High Risk'),
(186063, 63, 15, '51:46.2', 36.24887152151124, 96.83684386, 129, 72, 33, 'Female', 99.82034043037434, 1.649120451034209, 0.098583217, 57, 36.70407568074367, 91, 'High Risk'),
(186064, 71, 18, '50:46.2', 36.28897396169472, 96.06185467429927, 136, 72, 52, 'Female', 56.39635374113291, 1.9532681537674719, 0.099652417, 64, 14.781798819830334, 93.33333333333333, 'High Risk'),
(186065, 96, 15, '49:46.2', 37.05178620354009, 98.80587312015793, 118, 79, 67, 'Male', 62.32035356658237, 1.7181430956909187, 0.11066799037021938, 39, 21.111118624541138, 92, 'High Risk'),
(186066, 71, 12, '48:46.2', 37.31985937014555, 96.18006228481853, 136, 79, 79, 'Female', 97.60472428741389, 1.733713371, 0.13983206078938143, 57, 32.47253859666906, 98, 'High Risk'),
(186067, 66, 17, '47:46.2', 36.41066623974119, 96.16735333303458, 112, 74, 57, 'Female', 81.02798390718539, 1.9460457276250236, 0.1322174900538325, 38, 21.395820770045304, 86.66666666666667, 'Low Risk'),
(186068, 85, 15, '46:46.2', 36.259349507300556, 97.14414881173778, 111, 85, 24, 'Male', 90.69390735574262, 1.945703592618985, 0.11458239053737763, 26, 23.956576268723687, 93.66666666666667, 'Low Risk'),
(186069, 62, 19, '45:46.2', 36.58249255956491, 96.60069624, 111, 72, 59, 'Male', 94.71815233, 1.6430883699004128, 0.056191620113260676, 39, 35.084183547489424, 85, 'High Risk'),
(186070, 81, 15, '44:46.2', 37.387857407514126, 96.26555549771062, 130, 75, 87, 'Male', 78.30482735633584, 1.5686266119775838, 0.1498505935714909, 55, 31.82360528539687, 93.33333333333333, 'High Risk'),
(186071, 81, 16, '43:46.2', 36.104261673142716, 97.47053688264094, 131, 71, 25, 'Female', 78.64969835908424, 1.6988105048362068, 0.091019308, 60, 27.252552543119542, 91, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(186072, 87, 16, '42:46.2', 36.034229140424195, 96.92523748711385, 110, 88, 63, 'Male', 74.40758863971936, 1.5796985014314637, 0.087518144, 22, 29.81733455, 95.33333333333333, 'Low Risk'),
(186073, 87, 15, '41:46.2', 36.49337820306198, 98.14028125, 131, 70, 50, 'Male', 70.64374177286126, 1.649438458137413, 0.14045580784676304, 61, 25.96578529808658, 90.33333333333333, 'Low Risk'),
(186074, 66, 13, '40:46.2', 36.756581953755706, 98.78302174830542, 114, 89, 71, 'Female', 75.04547171190245, 1.7349011674352897, 0.057442394683457826, 25, 24.93302734019606, 97.33333333333333, 'Low Risk'),
(186075, 83, 15, '39:46.2', 36.185613828035116, 95.94561959509701, 119, 86, 35, 'Male', 52.738252884249434, 1.694955316173306, 0.14284993270665608, 33, 18.35731801170567, 97, 'High Risk'),
(186076, 90, 16, '38:46.2', 36.704046808686016, 98.13577049316167, 137, 84, 75, 'Female', 86.25264427217577, 1.6468415213909973, 0.057293732, 53, 31.803052181225908, 101.66666666666666, 'High Risk'),
(186077, 93, 14, '37:46.2', 36.11001893079462, 97.91830544164887, 122, 89, 62, 'Female', 87.47556088, 1.7249356754722398, 0.11790431509680256, 33, 29.399566509927023, 100, 'High Risk'),
(186078, 78, 19, '36:46.2', 37.35785455190978, 98.49111423752035, 121, 89, 53, 'Male', 93.66519147503055, 1.5898106510606145, 0.13085148998225615, 32, 37.05846451714674, 99.66666666666667, 'High Risk'),
(186079, 97, 15, '35:46.2', 36.945695905250844, 95.30669568444023, 115, 83, 41, 'Female', 97.22839840378958, 1.8004232980970596, 0.05539654, 32, 29.994655857599216, 93.66666666666667, 'High Risk'),
(186080, 83, 12, '34:46.2', 36.790649593903396, 95.73907225782712, 119, 83, 38, 'Female', 60.78112634010434, 1.608523672213628, 0.11846044982279132, 36, 23.491666698019998, 95, 'Low Risk'),
(186081, 81, 15, '33:46.2', 36.844490797093506, 99.19390916, 118, 82, 53, 'Male', 94.87059091605249, 1.7591841961301222, 0.12868694580384532, 36, 30.655540376908576, 94, 'High Risk'),
(186082, 62, 15, '32:46.2', 36.14694036959213, 97.28527315186096, 111, 83, 88, 'Female', 65.00051464393312, 1.5927777901565197, 0.10821955124794168, 28, 25.621609792394516, 92.33333333333333, 'Low Risk'),
(186083, 69, 14, '31:46.2', 37.28478282595358, 97.84428370366147, 134, 84, 71, 'Female', 78.19038060632846, 1.5200552472603603, 0.078081682, 50, 33.84032936424788, 100.66666666666666, 'High Risk'),
(186084, 65, 18, '30:46.2', 37.324453401208295, 95.67524773678103, 116, 78, 30, 'Male', 80.47651654, 1.8248436774088233, 0.1462189039144097, 38, 24.166726947585648, 90.66666666666667, 'Low Risk'),
(186085, 96, 14, '29:46.2', 36.544671937340965, 95.93801567366019, 114, 73, 21, 'Male', 55.092816086640696, 1.5955394055463876, 0.052696245, 41, 21.641128456017277, 86.66666666666667, 'High Risk'),
(186086, 76, 18, '28:46.2', 36.48768739476368, 96.86621441253283, 122, 84, 27, 'Female', 61.420307349480865, 1.935700130696125, 0.1447371744197803, 38, 16.392146491846415, 96.66666666666667, 'High Risk'),
(186087, 85, 17, '27:46.2', 36.88699754373499, 96.80829664003637, 133, 79, 51, 'Female', 94.96049310383455, 1.7546864133015443, 0.10283264928066276, 54, 30.842099541477353, 97, 'High Risk'),
(186088, 66, 17, '26:46.2', 36.61802834100255, 96.15762737860702, 125, 80, 61, 'Male', 86.10066384193013, 1.9767935687545102, 0.071263972, 45, 22.033518825937367, 95, 'Low Risk'),
(186089, 65, 15, '25:46.2', 37.190422397941674, 99.36366479, 126, 80, 83, 'Male', 61.492994526657974, 1.5820381486808504, 0.12816596504199462, 46, 24.569240924653325, 95.33333333333333, 'Low Risk'),
(186090, 68, 14, '24:46.2', 37.29712819782398, 95.10586410426602, 120, 83, 35, 'Female', 68.29193508, 1.5651762607424482, 0.11294684327724576, 37, 27.876799677977054, 95.33333333333333, 'Low Risk'),
(186091, 78, 19, '23:46.2', 37.336700258256094, 98.75481442521104, 111, 81, 30, 'Male', 59.439284957901954, 1.9856050731164745, 0.1177200812328912, 30, 15.076059014357316, 91, 'High Risk'),
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(186269, 75, 19, '25:46.2', 36.363512244338466, 96.2169259, 137, 88, 39, 'Female', 65.22022751378037, 1.5467321158226666, 0.065711839, 49, 27.261647824472455, 104.33333333333333, 'Low Risk'),
(186270, 84, 19, '24:46.2', 36.78234233802948, 99.16375224184854, 127, 82, 72, 'Male', 90.50831901070197, 1.8487022062029932, 0.052931214, 45, 26.482231634333683, 97, 'Low Risk'),
(186271, 94, 14, '23:46.2', 36.29358786372045, 96.60351004216031, 121, 82, 60, 'Female', 86.12589711611196, 1.9379270123210077, 0.052178154, 39, 22.932897297166658, 95, 'High Risk'),
(186272, 65, 12, '22:46.2', 36.67580485988501, 96.31142950656523, 121, 89, 44, 'Female', 81.51088261097995, 1.7344135730314245, 0.10815490299369157, 32, 27.096317262491812, 99.66666666666667, 'Low Risk'),
(186273, 99, 14, '21:46.2', 36.776307081208486, 97.19850260139282, 137, 88, 20, 'Male', 57.60198955551017, 1.7624603561223506, 0.12992737355047268, 49, 18.543801514616902, 104.33333333333333, 'High Risk'),
(186274, 69, 19, '20:46.2', 36.40806126714743, 99.89142395894189, 134, 77, 67, 'Male', 75.38637744692987, 1.634658541547073, 0.090337957, 57, 28.212318514826872, 96, 'Low Risk'),
(186275, 90, 19, '19:46.2', 36.206852124791496, 99.01898196, 138, 75, 60, 'Male', 64.11083620463545, 1.915002930105667, 0.12982618137583452, 63, 17.482057963583912, 96, 'High Risk'),
(186276, 95, 17, '18:46.2', 36.24119709188448, 96.49207300889505, 132, 79, 88, 'Female', 79.37675024, 1.7818102893308547, 0.12185426881181895, 53, 25.00174892082054, 96.66666666666666, 'High Risk'),
(186277, 80, 16, '17:46.2', 36.299299922011684, 99.23701045930717, 132, 76, 52, 'Male', 60.74014150087216, 1.5953717295180703, 0.06073607, 56, 23.864482184985523, 94.66666666666666, 'Low Risk'),
(186278, 82, 18, '16:46.2', 36.14665701150089, 97.66831491084334, 118, 74, 45, 'Male', 52.09967729, 1.8339933741885153, 0.062996895, 44, 15.48957523998754, 88.66666666666667, 'High Risk'),
(186279, 96, 18, '15:46.2', 36.842971544518385, 98.80121261793973, 112, 75, 32, 'Male', 79.6932318, 1.7572986729366686, 0.097177954, 37, 25.80656949455756, 87.33333333333333, 'High Risk'),
(186280, 96, 16, '14:46.2', 37.06672260457245, 95.62289034839652, 124, 88, 49, 'Female', 80.82952778094585, 1.8281749802337386, 0.060037439155994105, 36, 24.184355574321696, 100, 'High Risk'),
(186281, 72, 16, '13:46.2', 37.33208735657104, 96.98201930782585, 123, 88, 54, 'Male', 57.29993453463278, 1.996693937974002, 0.071037689, 35, 14.37246060697675, 99.66666666666667, 'High Risk'),
(186282, 69, 16, '12:46.2', 36.12578353966859, 95.91794198, 138, 87, 27, 'Female', 59.133433087994234, 1.7558220234198605, 0.12860747231774133, 51, 19.181038152380133, 104, 'Low Risk'),
(186283, 70, 12, '11:46.2', 36.00687634433469, 97.49345255809646, 132, 85, 54, 'Female', 57.00861467, 1.7551241720920479, 0.070077821, 47, 18.506521353377195, 100.66666666666667, 'Low Risk'),
(186284, 79, 15, '10:46.2', 36.67939222728017, 95.56022407909774, 123, 71, 61, 'Female', 59.42341680915333, 1.9420235061746571, 0.11473102790340228, 52, 15.75609734317611, 88.33333333333333, 'High Risk'),
(186285, 70, 16, '09:46.2', 37.31333718610975, 97.00006765393529, 112, 85, 47, 'Female', 64.13349026857998, 1.9846507597524476, 0.1315887014377633, 27, 16.282335012869847, 94, 'High Risk'),
(186286, 69, 18, '08:46.2', 36.81377836, 97.38536170838826, 132, 71, 72, 'Female', 84.97589779233206, 1.957895026, 0.059487470112634416, 61, 22.167512165665425, 91.33333333333333, 'Low Risk'),
(186287, 75, 18, '07:46.2', 36.91121627148982, 96.89806138261025, 119, 70, 78, 'Male', 65.82409493191979, 1.6760581803988166, 0.068922711, 49, 23.431857429696755, 86.33333333333333, 'Low Risk'),
(186288, 67, 17, '06:46.2', 36.605796438836656, 99.52380093169964, 125, 84, 63, 'Female', 85.44398115209877, 1.5319735996700903, 0.098429565, 41, 36.406498642808145, 97.66666666666667, 'High Risk'),
(186289, 79, 12, '05:46.2', 36.79276355290465, 97.67334350580701, 124, 78, 67, 'Female', 83.17591060559405, 1.805503578509651, 0.14922036857910853, 46, 25.515310466386275, 93.33333333333333, 'Low Risk'),
(186290, 79, 19, '04:46.2', 37.04310116192417, 98.94438097825535, 113, 71, 58, 'Female', 97.63599856078467, 1.8249478680111413, 0.12346456543933569, 42, 29.31629254, 85, 'Low Risk'),
(186291, 95, 13, '03:46.2', 36.435864292095005, 96.46302621, 128, 79, 64, 'Male', 51.62677717588588, 1.6877653276581466, 0.065851075, 49, 18.12386811899347, 95.33333333333333, 'High Risk'),
(186292, 71, 12, '02:46.2', 36.77827091, 95.77024500560233, 126, 71, 80, 'Male', 69.59472023778028, 1.8663964556271797, 0.11171277762609957, 55, 19.97875822621172, 89.33333333333333, 'Low Risk'),
(186293, 86, 16, '01:46.2', 36.08735100007665, 99.57742705, 133, 70, 21, 'Female', 95.89035909969863, 1.7676640238453782, 0.10369623284754206, 63, 30.688488513256736, 91, 'High Risk'),
(186294, 94, 17, '00:46.2', 36.15919195350764, 96.48960112525447, 127, 72, 66, 'Female', 81.37938967769703, 1.997590361755143, 0.11126269919825693, 55, 20.393959881468493, 90.33333333333333, 'High Risk'),
(186295, 69, 18, '59:46.2', 36.057215812632435, 98.96472323728567, 126, 79, 66, 'Male', 79.14979692779939, 1.8884315946489125, 0.1201183558790982, 47, 22.194598306464517, 94.66666666666667, 'Low Risk'),
(186296, 98, 19, '58:46.2', 36.303118346741854, 96.7898221, 128, 89, 38, 'Female', 66.17623061084845, 1.6546521519082953, 0.075054948, 39, 24.170665561313776, 102, 'High Risk'),
(186297, 67, 18, '57:46.2', 36.671037421028885, 97.16821696678156, 134, 80, 42, 'Female', 94.75473418, 1.6596103675344436, 0.10958138519045202, 54, 34.40239193, 98, 'High Risk'),
(186298, 65, 19, '56:46.2', 37.22588557181671, 97.92767235244563, 110, 89, 68, 'Female', 55.36204072189173, 1.9308211456820623, 0.051361199, 21, 14.850052793314811, 96, 'High Risk'),
(186299, 61, 17, '55:46.2', 36.59763706912995, 97.21445407991227, 115, 88, 29, 'Female', 61.88852258143322, 1.609495775146081, 0.11347365191185463, 27, 23.890785727152753, 97, 'Low Risk'),
(186300, 72, 19, '54:46.2', 36.47837047, 98.69853045294872, 138, 76, 28, 'Male', 67.22790742080824, 1.6541561473435078, 0.078651505, 62, 24.56951518253323, 96.66666666666666, 'Low Risk'),
(186301, 71, 15, '53:46.2', 36.043361242899124, 98.51014997234235, 110, 72, 69, 'Male', 70.02269592154481, 1.7523579306834964, 0.051557368, 38, 22.803063181059528, 84.66666666666667, 'Low Risk'),
(186302, 73, 16, '52:46.2', 37.49242705626685, 96.13599900948142, 127, 75, 54, 'Female', 91.39755260700335, 1.9410383613895195, 0.10439766004276556, 52, 24.25863328892094, 92.33333333333333, 'Low Risk'),
(186303, 69, 14, '51:46.2', 36.54993130818947, 95.18188170929307, 138, 85, 35, 'Female', 75.43071545243872, 1.5601566655524328, 0.098466043, 53, 30.989302772999007, 102.66666666666666, 'High Risk'),
(186304, 91, 12, '50:46.2', 36.702649027048274, 96.76545975814503, 123, 84, 68, 'Female', 98.83722315444392, 1.6678837586804758, 0.077914294, 39, 35.52949019816386, 97, 'High Risk'),
(186305, 82, 16, '49:46.2', 37.00285947596617, 97.71014777859111, 117, 79, 37, 'Female', 53.719066860299804, 1.8219863534537692, 0.12967735207492298, 38, 16.182224442801598, 91.66666666666667, 'High Risk'),
(186306, 74, 18, '48:46.2', 36.20050323460973, 95.65144563592018, 122, 76, 35, 'Female', 96.78822514341397, 1.8980512509648628, 0.1439007100136102, 46, 26.866225521790614, 91.33333333333333, 'Low Risk'),
(186307, 85, 12, '47:46.2', 36.35742130446616, 97.89272598795893, 135, 74, 64, 'Male', 95.62184526026005, 1.6877477631197695, 0.14267109924346205, 61, 33.5692809, 94.33333333333333, 'High Risk'),
(186308, 75, 15, '46:46.2', 37.349276559117165, 98.48468813161689, 135, 89, 78, 'Male', 63.581797906826125, 1.5857895967100868, 0.12227517111882447, 46, 25.283760946687746, 104.33333333333333, 'Low Risk'),
(186309, 86, 13, '45:46.2', 36.73416573, 96.36889817625126, 127, 77, 50, 'Male', 84.62951223, 1.5736909279918159, 0.11112727113262658, 50, 34.17298810287563, 93.66666666666666, 'High Risk'),
(186310, 64, 14, '44:46.2', 36.82156410631051, 98.80930219372276, 136, 85, 43, 'Female', 81.93497182910258, 1.7216975461474877, 0.068060543, 51, 27.64111690464899, 102, 'Low Risk'),
(186311, 69, 13, '43:46.2', 36.91684677463067, 96.97288912496234, 123, 88, 44, 'Male', 87.81042403755181, 1.664969931263443, 0.061355728907949963, 35, 31.67621521098307, 99.66666666666667, 'High Risk'),
(186312, 80, 14, '42:46.2', 36.57091313852346, 96.16413206261764, 131, 84, 85, 'Female', 87.72244439616111, 1.6346833334292277, 0.10273622705605778, 47, 32.827926722246886, 99.66666666666667, 'High Risk'),
(186313, 90, 12, '41:46.2', 37.40785546705858, 95.40718274539773, 120, 72, 83, 'Male', 73.15603721893015, 1.9559883510076403, 0.1339675215796149, 48, 19.121310077022674, 88, 'Low Risk'),
(186314, 64, 14, '40:46.2', 36.46918695282799, 97.66005823985697, 128, 80, 19, 'Male', 78.8778196, 1.9690778763989776, 0.13739880392530018, 48, 20.343661062898335, 96, 'Low Risk'),
(186315, 85, 17, '39:46.2', 36.13613397731974, 95.25464497005356, 128, 85, 59, 'Male', 95.93460120590444, 1.9405632096625747, 0.083702054, 43, 25.475322321173962, 99.33333333333333, 'Low Risk'),
(186316, 83, 16, '38:46.2', 36.421595725148926, 96.94380976362909, 130, 84, 46, 'Male', 87.37158879870444, 1.5809498337855648, 0.12037586966499775, 46, 34.956991961191115, 99.33333333333333, 'High Risk'),
(186317, 61, 17, '37:46.2', 36.31453427147029, 97.11274586447934, 115, 75, 70, 'Female', 81.56702470379767, 1.6040381842293707, 0.079657888, 40, 31.70189447, 88.33333333333333, 'High Risk'),
(186318, 78, 18, '36:46.2', 36.94961079480722, 98.95025002186426, 117, 72, 44, 'Female', 53.47803771556453, 1.5852557185918272, 0.055205036, 45, 21.28025394050091, 87, 'Low Risk'),
(186319, 86, 13, '35:46.2', 36.31294279712495, 99.30555963, 117, 89, 72, 'Male', 97.85785611064003, 1.898121618366874, 0.077620529, 28, 27.16111697006947, 98.33333333333333, 'Low Risk'),
(186320, 67, 12, '34:46.2', 36.00295516387108, 97.49730110628107, 138, 81, 81, 'Female', 74.96672282569966, 1.7025598021577357, 0.11830709790901876, 57, 25.86209932388301, 100, 'Low Risk'),
(186321, 63, 14, '33:46.2', 37.378785371430716, 96.30139863642405, 134, 84, 71, 'Male', 74.08507636860156, 1.6476611946361452, 0.13401285404278546, 50, 27.28945774268495, 100.66666666666666, 'Low Risk'),
(186322, 62, 13, '32:46.2', 36.72783056621182, 96.84982069, 129, 78, 27, 'Male', 53.36306750473641, 1.501473472417806, 0.10047800616564512, 51, 23.670392489819474, 95, 'Low Risk'),
(186323, 78, 13, '31:46.2', 36.096128376055795, 96.19391197816374, 113, 72, 84, 'Female', 80.69896987783213, 1.6911413250743819, 0.068725189, 41, 28.216827724939158, 85.66666666666667, 'Low Risk'),
(186324, 74, 18, '30:46.2', 37.499264889209826, 99.55635278577631, 111, 86, 70, 'Female', 61.16531575, 1.8626117703563625, 0.087029919, 25, 17.630333837256195, 94.33333333333333, 'High Risk'),
(186325, 64, 19, '29:46.2', 36.63604840761851, 96.8214559, 126, 76, 26, 'Female', 84.80948050571635, 1.7498875703090662, 0.063772619, 50, 27.696450226059508, 92.66666666666666, 'Low Risk'),
(186326, 77, 12, '28:46.2', 36.27667475601308, 99.60151789274286, 128, 76, 82, 'Female', 66.433818, 1.8639838474062582, 0.094125231, 52, 19.120749997870874, 93.33333333333333, 'Low Risk'),
(186327, 93, 15, '27:46.2', 36.57092833465566, 99.33471925071042, 117, 72, 35, 'Female', 60.781920683123204, 1.808133065050764, 0.089409313, 45, 18.59146627822136, 87, 'High Risk'),
(186328, 69, 13, '26:46.2', 36.04251906421579, 96.92800164970274, 118, 89, 28, 'Male', 90.54322226053846, 1.7776793397165849, 0.057609942, 29, 28.651614291058813, 98.66666666666667, 'Low Risk'),
(186329, 98, 12, '25:46.2', 36.24709522, 95.88860136021087, 126, 88, 60, 'Male', 56.57610590187186, 1.8170278911356794, 0.1354955908376257, 38, 17.13601621687946, 100.66666666666667, 'High Risk'),
(186330, 93, 13, '24:46.2', 36.40539399592209, 97.62029089865177, 136, 77, 69, 'Female', 92.88118241465659, 1.8405265981021512, 0.071792235, 59, 27.418490382608454, 96.66666666666666, 'High Risk'),
(186331, 70, 14, '23:46.2', 36.459853973442804, 97.25994527711957, 121, 80, 32, 'Female', 53.50740709170768, 1.7367758073574417, 0.079686195, 41, 17.7388877, 93.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(186332, 67, 17, '22:46.2', 36.860229526128414, 96.12111039519858, 122, 71, 48, 'Female', 75.59218867261575, 1.8925210186124801, 0.052421147, 51, 21.10549278860346, 88, 'Low Risk'),
(186333, 60, 16, '21:46.2', 36.694748310476456, 97.00875546129843, 132, 82, 38, 'Male', 92.55030770723563, 1.7975153613031405, 0.06879988, 50, 28.643932790669215, 98.66666666666666, 'Low Risk'),
(186334, 89, 14, '20:46.2', 36.422508852798856, 96.27113510872547, 122, 70, 54, 'Female', 84.88497318478291, 1.8940392339534735, 0.13416517324767607, 52, 23.662077580791625, 87.33333333333333, 'Low Risk'),
(186335, 65, 12, '19:46.2', 36.707146488340335, 96.93347962543973, 124, 85, 51, 'Female', 66.28632944767006, 1.5550151623891124, 0.1294740868461733, 39, 27.41288315300156, 98, 'Low Risk'),
(186336, 98, 12, '18:46.2', 36.797837662438006, 95.34933259485317, 131, 78, 25, 'Male', 69.65076536235313, 1.8181509132016065, 0.052711545160473654, 53, 21.070072803225536, 95.66666666666666, 'High Risk'),
(186337, 73, 13, '17:46.2', 36.359566031621696, 97.29781950116566, 131, 83, 27, 'Female', 76.43548616140953, 1.7941885724658384, 0.074734936, 48, 23.744272059444416, 99, 'Low Risk'),
(186338, 63, 14, '16:46.2', 36.89114338313229, 96.75546969023236, 113, 71, 49, 'Female', 98.28457341235911, 1.8386083616758278, 0.14704211352595112, 42, 29.074141198525393, 85, 'Low Risk'),
(186339, 85, 14, '15:46.2', 36.12004651176261, 96.41639056806707, 135, 81, 65, 'Male', 80.88955183555868, 1.7895835457202183, 0.13647017124372127, 54, 25.257390174383705, 99, 'Low Risk'),
(186340, 80, 15, '14:46.2', 37.37122977148221, 95.07674144446537, 122, 76, 59, 'Male', 69.41568081657084, 1.6815181858931225, 0.12503936397210258, 46, 24.550166971897188, 91.33333333333333, 'Low Risk'),
(186341, 68, 12, '13:46.2', 36.34803239097229, 98.05481544851241, 123, 71, 61, 'Male', 52.962682357890564, 1.6369693543497323, 0.12536688162827792, 52, 19.76463844524471, 88.33333333333333, 'Low Risk'),
(186342, 71, 17, '12:46.2', 37.06184438129833, 99.48620061590101, 133, 89, 81, 'Female', 99.16870147582148, 1.9267039446799954, 0.083172345, 44, 26.714352575793495, 103.66666666666667, 'Low Risk'),
(186343, 85, 13, '11:46.2', 37.15120685213094, 99.71955650099343, 135, 85, 23, 'Male', 97.35560836560255, 1.5560604811968195, 0.076079576, 50, 40.20758868866652, 101.66666666666666, 'High Risk'),
(186344, 85, 16, '10:46.2', 36.27463429226076, 98.39332465193517, 122, 81, 66, 'Male', 70.75799703910344, 1.729045405829186, 0.056740908555358564, 41, 23.668063958487135, 94.66666666666667, 'Low Risk'),
(186345, 68, 13, '09:46.2', 37.494866339571345, 95.75763653380959, 114, 76, 42, 'Male', 83.58077081332033, 1.8876349997333852, 0.13234074302305823, 38, 23.45688450707588, 88.66666666666667, 'Low Risk'),
(186346, 65, 17, '08:46.2', 37.41825975947843, 97.51453026912989, 120, 80, 33, 'Male', 76.12505133879642, 1.5767022333545713, 0.07788505, 40, 30.62162494647789, 93.33333333333333, 'High Risk'),
(186347, 80, 13, '07:46.2', 36.816180344890626, 97.36598024254614, 114, 73, 46, 'Female', 81.71541828124342, 1.6201061480264745, 0.050959533, 41, 31.132720156079728, 86.66666666666667, 'High Risk'),
(186348, 72, 17, '06:46.2', 36.44539792036893, 97.37420844583056, 111, 86, 72, 'Male', 61.86130705802039, 1.7742902368943176, 0.093582323, 25, 19.65032629427333, 94.33333333333333, 'Low Risk'),
(186349, 82, 19, '05:46.2', 37.15633029481483, 99.32404127798357, 114, 75, 47, 'Female', 51.54445208843268, 1.7917827201610232, 0.11477714267492146, 39, 16.055034367313635, 88, 'High Risk'),
(186350, 93, 14, '04:46.2', 36.70842257817856, 97.62987572099424, 120, 89, 39, 'Male', 94.25258772041666, 1.9665790770106142, 0.086387233, 31, 24.370837512753656, 99.33333333333333, 'High Risk'),
(186351, 95, 12, '03:46.2', 36.88733520717022, 96.47502775843591, 129, 87, 49, 'Female', 78.57041480858419, 1.9596716647523165, 0.055162543, 42, 20.459377691472433, 101, 'High Risk'),
(186352, 79, 16, '02:46.2', 37.14562039278131, 99.46930662472613, 120, 78, 72, 'Female', 60.96635942405212, 1.5696787366602822, 0.07709654, 42, 24.743931895562074, 92, 'Low Risk'),
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(186529, 71, 14, '05:46.2', 37.389559946805356, 95.34155190620054, 123, 89, 42, 'Female', 71.23227436683703, 1.784974289058172, 0.066730357, 34, 22.35696677250271, 100.33333333333333, 'Low Risk'),
(186530, 79, 14, '04:46.2', 36.49655771901711, 95.98056137930827, 113, 73, 61, 'Male', 53.61523384023059, 1.9585868066419512, 0.066759831, 40, 13.976632791291372, 86.33333333333333, 'High Risk'),
(186531, 92, 14, '03:46.2', 36.42754395720226, 99.36543451621593, 138, 86, 44, 'Female', 65.26559328318426, 1.536006123865831, 0.10917615927499456, 52, 27.662943891981723, 103.33333333333333, 'High Risk'),
(186532, 73, 19, '02:46.2', 36.325581495863766, 96.49350665433356, 129, 77, 55, 'Female', 86.08159250398997, 1.5328524707788016, 0.099964905, 52, 36.63612872899549, 94.33333333333333, 'High Risk'),
(186533, 61, 13, '01:46.2', 36.49020614527404, 98.12557895089537, 134, 70, 37, 'Male', 84.66470718149614, 1.755445487768813, 0.12051203828851811, 64, 27.474368260467042, 91.33333333333333, 'Low Risk'),
(186534, 85, 18, '00:46.2', 36.76568316307993, 96.11525646558616, 121, 84, 64, 'Male', 76.35827553, 1.8407012547735486, 0.08596803, 37, 22.536657005222875, 96.33333333333333, 'Low Risk'),
(186535, 84, 18, '59:46.2', 37.25849019889594, 98.44632401056023, 125, 71, 41, 'Female', 70.00270652453698, 1.7817424157072976, 0.060947091, 54, 22.05083268041453, 89, 'Low Risk'),
(186536, 71, 14, '58:46.2', 37.017431546329846, 96.57233154981215, 127, 85, 79, 'Female', 77.57633911320968, 1.5596689983033079, 0.13467143142225474, 42, 31.89072566494989, 99, 'High Risk'),
(186537, 68, 19, '57:46.2', 36.05182768553082, 95.65408552947225, 111, 83, 80, 'Male', 96.87114641567675, 1.7776295253380803, 0.10052121952404623, 28, 30.655748845650002, 92.33333333333333, 'High Risk'),
(186538, 94, 15, '56:46.2', 36.100325227890515, 99.46295339178513, 119, 85, 84, 'Female', 64.54270250271612, 1.6845654328584303, 0.1483984057059302, 34, 22.74423722822112, 96.33333333333333, 'High Risk'),
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(186542, 76, 19, '52:46.2', 37.35792955848708, 98.67360854, 112, 71, 88, 'Male', 72.65503532113567, 1.7244917668306565, 0.092559689, 41, 24.431125109398163, 84.66666666666667, 'Low Risk'),
(186543, 86, 12, '51:46.2', 36.74619540384987, 99.35265155038329, 112, 85, 32, 'Female', 87.70940245726075, 1.7973708782929658, 0.14477826395813612, 27, 27.150057310653825, 94, 'Low Risk'),
(186544, 70, 16, '50:46.2', 36.147223837750026, 97.57110204719689, 117, 79, 39, 'Male', 62.48560609580802, 1.9365660748717326, 0.062613106, 38, 16.66154796402406, 91.66666666666667, 'High Risk'),
(186545, 82, 17, '49:46.2', 37.121623756031525, 98.25927503750339, 116, 83, 41, 'Female', 55.15496112097367, 1.647884966307449, 0.11719040180514811, 33, 20.31097630115345, 94, 'Low Risk'),
(186546, 95, 13, '48:46.2', 36.56882438475053, 97.50328416, 111, 86, 44, 'Female', 84.36990987870689, 1.9314566303200968, 0.083977486, 25, 22.61609728621281, 94.33333333333333, 'High Risk'),
(186547, 82, 12, '47:46.2', 36.24474081764252, 98.04719037075556, 116, 71, 58, 'Male', 58.32161927, 1.780218270297661, 0.11634391429794191, 45, 18.402764382305854, 86, 'High Risk'),
(186548, 78, 16, '46:46.2', 36.10843668414927, 97.03523836, 119, 76, 21, 'Female', 90.81139784702184, 1.5652392345529884, 0.056575444356771226, 43, 37.06627212574472, 90.33333333333333, 'High Risk'),
(186549, 71, 12, '45:46.2', 37.40101283268627, 96.84790596494172, 112, 70, 73, 'Male', 66.42301719845253, 1.5788847137281996, 0.1379683757899765, 42, 26.645124816542616, 84, 'Low Risk'),
(186550, 81, 17, '44:46.2', 37.430677669605025, 96.12921812711042, 111, 78, 76, 'Female', 50.70206344240233, 1.9089657932430633, 0.13437265010203564, 33, 13.913274118865377, 89, 'High Risk'),
(186551, 88, 17, '43:46.2', 36.191889093321144, 98.96922091322844, 135, 81, 74, 'Male', 62.064768003026934, 1.6115200876657276, 0.14953809628647302, 54, 23.898667642476617, 99, 'Low Risk'),
(186552, 73, 14, '42:46.2', 36.33627991912819, 95.39747256101165, 116, 75, 75, 'Male', 82.02648214677964, 1.5138057177580013, 0.12990808386128508, 41, 35.79429425, 88.66666666666667, 'High Risk'),
(186553, 60, 17, '41:46.2', 36.457386828661136, 96.54871386372639, 123, 73, 69, 'Male', 56.410859998587156, 1.5424394996274247, 0.10427227603561876, 50, 23.710812924756105, 89.66666666666666, 'Low Risk'),
(186554, 67, 14, '40:46.2', 37.45796999829544, 98.63086378, 116, 81, 29, 'Male', 77.57316416, 1.957941297436696, 0.13335336055652702, 35, 20.23541767197478, 92.66666666666667, 'Low Risk'),
(186555, 76, 17, '39:46.2', 37.34637098072398, 99.63202761325283, 118, 83, 86, 'Female', 82.26591767573024, 1.7437247535612665, 0.080931107, 35, 27.056030580357618, 94.66666666666667, 'Low Risk'),
(186556, 89, 19, '38:46.2', 36.66562624674412, 98.38540014516697, 131, 85, 45, 'Female', 94.29042010301852, 1.641424115056675, 0.069532052, 46, 34.99660788320582, 100.33333333333333, 'High Risk'),
(186557, 62, 16, '37:46.2', 37.189923259134844, 96.16131019502656, 110, 77, 75, 'Female', 50.752551453058295, 1.6337419335937997, 0.10992948080753365, 33, 19.014765224002165, 88, 'Low Risk'),
(186558, 94, 15, '36:46.2', 36.23290159587266, 97.69648855, 138, 79, 81, 'Male', 78.73419302497554, 1.994021952153696, 0.065793188, 59, 19.801747134014622, 98.66666666666666, 'High Risk'),
(186559, 73, 14, '35:46.2', 36.63600847499417, 95.80260249951044, 133, 70, 56, 'Female', 68.33802955276678, 1.7927045465033118, 0.061048474584280324, 63, 21.26400239, 91, 'Low Risk'),
(186560, 66, 17, '34:46.2', 36.62458942, 96.78180190659862, 112, 76, 40, 'Male', 79.11579780010612, 1.8856203242572904, 0.091265633, 36, 22.25126523913961, 88, 'Low Risk'),
(186561, 80, 13, '33:46.2', 37.414602850902384, 99.96738012237286, 133, 79, 81, 'Male', 62.72437083002574, 1.8247816846329101, 0.14171753858505295, 54, 18.837119252760438, 97, 'Low Risk'),
(186562, 64, 15, '32:46.2', 37.19636506061877, 99.98126408501324, 131, 77, 18, 'Male', 81.23431828732677, 1.9361900300449015, 0.14175109612224912, 54, 21.669235089251654, 95, 'Low Risk'),
(186563, 91, 19, '31:46.2', 37.18534468727451, 99.54376015, 114, 86, 30, 'Female', 81.29218557, 1.9918494252577754, 0.12097876104496683, 28, 20.489709005006773, 95.33333333333333, 'High Risk'),
(186564, 67, 19, '30:46.2', 36.36718650333824, 96.28866686794059, 117, 89, 21, 'Male', 97.81452879026097, 1.7787666319529098, 0.12297372925743859, 28, 30.914727258500744, 98.33333333333333, 'High Risk'),
(186565, 62, 13, '29:46.2', 36.151576498672654, 99.11920487865059, 112, 70, 42, 'Female', 76.32950295712516, 1.9544410172373707, 0.11884971108453246, 42, 19.982383857560713, 84, 'Low Risk'),
(186566, 67, 17, '28:46.2', 37.00507340453299, 97.55113612787963, 136, 89, 84, 'Male', 89.40248493300147, 1.8208858446845708, 0.10339511758694372, 47, 26.96398957640874, 104.66666666666667, 'Low Risk'),
(186567, 76, 18, '27:46.2', 36.79937259938617, 98.60385946683625, 117, 79, 38, 'Male', 81.96955303279104, 1.6725685178421337, 0.12540721700987367, 38, 29.301154407902047, 91.66666666666667, 'Low Risk'),
(186568, 82, 13, '26:46.2', 36.15341943575485, 97.66006533708287, 135, 74, 18, 'Female', 59.01770407294972, 1.9981341351040145, 0.1337497126714534, 61, 14.781994356900373, 94.33333333333333, 'High Risk'),
(186569, 87, 15, '25:46.2', 37.09891016103347, 99.99063609499218, 120, 78, 28, 'Male', 65.49972270115562, 1.710974236715157, 0.050519040394903514, 42, 22.374457864650783, 92, 'Low Risk'),
(186570, 81, 17, '24:46.2', 36.88329019194059, 99.76945090187601, 136, 77, 49, 'Female', 91.65483100783881, 1.711166994456644, 0.078892385, 59, 31.30189075056353, 96.66666666666666, 'High Risk'),
(186571, 93, 15, '23:46.2', 36.59631279732773, 96.98704060193772, 111, 78, 30, 'Male', 86.99581076888893, 1.505766657, 0.10216517745537984, 33, 38.369221505621546, 89, 'High Risk'),
(186572, 81, 14, '22:46.2', 36.346663621645575, 98.16315505677166, 134, 75, 22, 'Female', 86.49562328987221, 1.606024579427768, 0.11141505106488458, 59, 33.53433953424569, 94.66666666666666, 'High Risk'),
(186573, 84, 14, '21:46.2', 37.107057579918866, 99.83881516535129, 111, 77, 26, 'Female', 68.91905274489483, 1.549429909862167, 0.067736432, 34, 28.70750368180738, 88.33333333333333, 'Low Risk'),
(186574, 95, 12, '20:46.2', 36.27981280457006, 97.53838454232218, 118, 83, 67, 'Male', 94.49102414382179, 1.5597784060535287, 0.094539256, 35, 38.83870573371893, 94.66666666666667, 'High Risk'),
(186575, 90, 12, '19:46.2', 36.98993825523515, 97.53232795, 130, 84, 64, 'Male', 77.97495537050993, 1.5278617193440693, 0.14901218944280054, 46, 33.403120122535135, 99.33333333333333, 'High Risk'),
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(186577, 84, 12, '17:46.2', 36.30033289418521, 99.97696433, 138, 89, 58, 'Male', 61.47476476418281, 1.525628132114994, 0.10819556008969393, 49, 26.411891153718106, 105.33333333333333, 'Low Risk'),
(186578, 60, 18, '16:46.2', 36.76727961855447, 97.50704097135984, 112, 82, 72, 'Female', 85.36249078, 1.69973868, 0.088151484, 30, 29.546276921614332, 92, 'Low Risk'),
(186579, 87, 15, '15:46.2', 36.07565640570632, 99.26280721085735, 110, 87, 89, 'Male', 62.11731660974241, 1.547335174, 0.070416438, 23, 25.94441545595524, 94.66666666666667, 'Low Risk'),
(186580, 85, 19, '14:46.2', 36.64236701982921, 99.11642007140475, 122, 77, 44, 'Female', 92.84391520328373, 1.9137162298522417, 0.086502957, 45, 25.35119093156369, 92, 'Low Risk'),
(186581, 79, 14, '13:46.2', 37.141483525142604, 97.70342328175649, 136, 83, 21, 'Male', 61.561798331864416, 1.6433586754163014, 0.14774665896631906, 53, 22.795366243827782, 100.66666666666666, 'Low Risk'),
(186582, 69, 18, '12:46.2', 37.42986408167754, 97.30259228986058, 134, 78, 40, 'Male', 84.10677197026772, 1.7600474938647857, 0.061293136, 56, 27.150772496839483, 96.66666666666666, 'Low Risk'),
(186583, 83, 15, '11:46.2', 36.238578301610424, 96.90760712706134, 124, 79, 50, 'Male', 75.66760325, 1.7037637283518574, 0.069094681, 45, 26.067011380301874, 94, 'Low Risk'),
(186584, 87, 18, '10:46.2', 36.740437397133014, 97.53189018768003, 133, 73, 51, 'Male', 59.39118529122394, 1.805906171713162, 0.084356142, 60, 18.210909172438157, 93, 'High Risk'),
(186585, 80, 13, '09:46.2', 36.75676849, 98.25273419252305, 124, 86, 31, 'Male', 96.60177437389183, 1.5056051284686771, 0.063360628, 38, 42.61504317430551, 98.66666666666667, 'High Risk'),
(186586, 69, 17, '08:46.2', 37.01139628821194, 96.01576332086861, 116, 88, 77, 'Male', 65.10477751554805, 1.7512073890118889, 0.1024412975952119, 28, 21.229398879120172, 97.33333333333333, 'Low Risk'),
(186587, 64, 19, '07:46.2', 37.274551154816734, 97.26583783, 123, 76, 78, 'Male', 68.07774533995266, 1.9274843261546164, 0.12866571867744042, 47, 18.324133773709814, 91.66666666666667, 'High Risk'),
(186588, 70, 16, '06:46.2', 37.14647020557356, 96.30247036289748, 113, 84, 79, 'Female', 75.73895508707255, 1.8235302339964927, 0.071892749, 29, 22.776834839769695, 93.66666666666667, 'Low Risk'),
(186589, 91, 18, '05:46.2', 37.41167127049121, 96.86755371438406, 122, 73, 28, 'Female', 55.70236699314899, 1.5509551391892633, 0.14930942582547826, 49, 23.15662047903152, 89.33333333333333, 'High Risk'),
(186590, 68, 16, '04:46.2', 36.211307613074936, 98.56356763783322, 114, 76, 83, 'Male', 52.926101712191766, 1.7738151331700314, 0.11129293559705147, 38, 16.82105364, 88.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(186591, 99, 18, '03:46.2', 36.493269263602386, 96.42020836864359, 138, 70, 44, 'Female', 90.79325101996452, 1.7398184797814806, 0.061059062, 68, 29.99478050117424, 92.66666666666666, 'High Risk'),
(186592, 89, 19, '02:46.2', 36.99671594143674, 95.22117666037477, 137, 73, 63, 'Female', 85.26335100123978, 1.5691306618580594, 0.068347887, 64, 34.62933720867769, 94.33333333333333, 'High Risk'),
(186593, 75, 19, '01:46.2', 36.894189484867695, 96.98955209308534, 129, 76, 45, 'Female', 56.15110323493202, 1.9954653700656193, 0.1429029627490433, 53, 14.101649076168536, 93.66666666666666, 'High Risk'),
(186594, 88, 16, '00:46.2', 36.870640525578146, 98.31318477400102, 123, 75, 82, 'Male', 61.74750024625221, 1.6747057179427087, 0.10838224475268904, 48, 22.016200632137068, 91, 'Low Risk'),
(186595, 82, 17, '59:46.2', 36.93580189670004, 98.12864846, 117, 80, 79, 'Male', 88.72198714, 1.7769957818852924, 0.11913544370550196, 37, 28.096903927710628, 92.33333333333333, 'Low Risk'),
(186596, 92, 13, '58:46.2', 37.01159164983653, 96.00863948, 111, 84, 84, 'Female', 67.72840307495501, 1.9101985055609165, 0.1257494869402856, 27, 18.561532659708046, 93, 'High Risk'),
(186597, 66, 15, '57:46.2', 36.34741657775601, 99.30264163458722, 122, 86, 41, 'Male', 84.03554629002515, 1.927653328539598, 0.13239192973628977, 36, 22.61544629282852, 98, 'Low Risk'),
(186598, 99, 14, '56:46.2', 36.76107274146922, 98.41462749839646, 125, 75, 80, 'Male', 63.59111676272136, 1.7268746449018768, 0.14256713093376588, 50, 21.324302077029866, 91.66666666666666, 'High Risk'),
(186599, 70, 16, '55:46.2', 36.298151653391926, 95.75759586154336, 123, 82, 54, 'Male', 92.63864249495427, 1.973646263196961, 0.082985242, 41, 23.782283345040675, 95.66666666666667, 'Low Risk'),
(186600, 61, 17, '54:46.2', 36.90479850047606, 99.59980242322047, 130, 79, 83, 'Female', 58.939130816494846, 1.5903719451578173, 0.061700323, 51, 23.30270381, 96, 'Low Risk'),
(186601, 74, 18, '53:46.2', 36.66008124653155, 97.39006850155421, 132, 89, 20, 'Female', 69.46725409326325, 1.6469780261298677, 0.147802921, 43, 25.609701862855815, 103.33333333333333, 'Low Risk'),
(186602, 94, 19, '52:46.2', 36.42696253990461, 99.03067080303701, 126, 77, 77, 'Male', 88.38734762, 1.5152855408475108, 0.10531509865355113, 49, 38.49471806877674, 93.33333333333333, 'High Risk'),
(186603, 95, 15, '51:46.2', 37.46638144524373, 98.06150820072308, 130, 75, 50, 'Male', 52.43720629387737, 1.6853401539455655, 0.11775908935572195, 55, 18.461390526934643, 93.33333333333333, 'High Risk'),
(186604, 82, 17, '50:46.2', 36.351565777993464, 96.35323408459502, 123, 80, 77, 'Female', 61.254242011422335, 1.5215319975873647, 0.1282682476264292, 43, 26.459034355163222, 94.33333333333333, 'Low Risk'),
(186605, 95, 17, '49:46.2', 36.30041325149104, 97.04086103896829, 127, 85, 55, 'Male', 82.52486812797525, 1.655382432363845, 0.10947769940107888, 42, 30.11536665518824, 99, 'High Risk'),
(186606, 65, 13, '48:46.2', 37.315538909648694, 96.39353943807637, 130, 84, 59, 'Male', 72.86280259361905, 1.892972643776838, 0.14795811779792273, 46, 20.33373673155491, 99.33333333333333, 'Low Risk'),
(186607, 70, 13, '47:46.2', 37.495244306029846, 97.62093689963932, 136, 73, 62, 'Male', 82.78042089, 1.8883493511818723, 0.12045095632173276, 63, 23.21469292879257, 94, 'Low Risk'),
(186608, 60, 13, '46:46.2', 37.40703087642349, 95.88961717, 114, 87, 58, 'Male', 57.27024752884724, 1.8542384940553251, 0.13756062206389819, 27, 16.657041761780075, 96, 'High Risk'),
(186609, 86, 15, '45:46.2', 37.30604827973932, 95.58296719, 126, 71, 82, 'Female', 90.11409448966818, 1.957101703006659, 0.13468280132753113, 55, 23.52696646030904, 89.33333333333333, 'Low Risk'),
(186610, 74, 16, '44:46.2', 37.292049923052936, 96.50656392221592, 138, 78, 44, 'Male', 74.99822923891797, 1.9494819626328448, 0.14772034642247445, 60, 19.73388381617917, 98, 'Low Risk'),
(186611, 82, 19, '43:46.2', 36.77620764314681, 97.56340805831354, 128, 78, 18, 'Female', 51.569532251098344, 1.9056207702724755, 0.054122205978290844, 50, 14.201042814245545, 94.66666666666666, 'High Risk'),
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(186788, 62, 17, '46:46.2', 36.92029874070245, 98.06539141879254, 133, 79, 85, 'Female', 97.42770456, 1.6195647720058142, 0.11046511468009265, 54, 37.14375681164658, 97, 'High Risk'),
(186789, 64, 18, '45:46.2', 36.927159418798716, 99.29577621569005, 111, 80, 45, 'Male', 80.19117027, 1.751532084251252, 0.10783217260309262, 31, 26.139083571829737, 90.33333333333333, 'Low Risk'),
(186790, 91, 15, '44:46.2', 37.45048097468421, 95.80997713366575, 119, 76, 69, 'Female', 67.88557412, 1.5519422736345871, 0.10214089973041134, 43, 28.185540600406455, 90.33333333333333, 'High Risk'),
(186791, 80, 17, '43:46.2', 36.081051108201414, 99.52983266001905, 132, 83, 26, 'Male', 53.92257248, 1.7404561598589747, 0.072520729, 49, 17.801001064504224, 99.33333333333333, 'High Risk'),
(186792, 83, 14, '42:46.2', 37.33776969528156, 97.55489665297898, 116, 80, 49, 'Female', 93.65881050937313, 1.9334989463809682, 0.074602998, 36, 25.053058836289882, 92, 'Low Risk'),
(186793, 75, 13, '41:46.2', 36.23086847858885, 98.93339799165855, 139, 78, 41, 'Male', 65.80002938428301, 1.8902795168701236, 0.13791028508517844, 61, 18.41509785173213, 98.33333333333333, 'High Risk'),
(186794, 82, 19, '40:46.2', 36.41667100796465, 97.53452853596214, 122, 81, 44, 'Female', 96.80071591209187, 1.9704710634273648, 0.14051933445552223, 41, 24.930928091182494, 94.66666666666667, 'Low Risk'),
(186795, 64, 13, '39:46.2', 36.17069473065393, 95.11369946, 114, 70, 83, 'Female', 57.03261297651419, 1.9897015395997646, 0.10634092870761869, 44, 14.406132254243518, 84.66666666666667, 'High Risk'),
(186796, 67, 13, '38:46.2', 36.28065000947791, 97.78249031601615, 136, 83, 38, 'Female', 64.64553971095278, 1.6275889781567199, 0.14363499030240107, 53, 24.40332957412054, 100.66666666666666, 'Low Risk'),
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(186798, 95, 15, '36:46.2', 36.63287023709971, 99.74577643741493, 138, 74, 32, 'Female', 68.09978704546904, 1.9521548159664581, 0.080883541, 64, 17.869699148311515, 95.33333333333333, 'High Risk'),
(186799, 85, 17, '35:46.2', 37.25907052786451, 97.27823565714111, 111, 71, 86, 'Male', 59.73838757677035, 1.8785605634077314, 0.13125349183593116, 40, 16.927900369514923, 84.33333333333333, 'High Risk'),
(186800, 89, 16, '34:46.2', 36.36409185417209, 96.96133041336722, 132, 74, 30, 'Male', 72.37886964468544, 1.7768906599032017, 0.074704537, 58, 22.92399934109674, 93.33333333333333, 'Low Risk'),
(186801, 94, 15, '33:46.2', 36.56488205380993, 99.40517227795061, 118, 85, 56, 'Female', 82.25987760338771, 1.6507419563888022, 0.058877359827592984, 33, 30.187675954552716, 96, 'High Risk'),
(186802, 80, 12, '32:46.2', 36.10026706214164, 97.99953147898974, 133, 80, 25, 'Male', 84.60420713114088, 1.5211215495320494, 0.095538992, 53, 36.56487742, 97.66666666666666, 'High Risk'),
(186803, 62, 12, '31:46.2', 36.75301076020089, 95.60108997815817, 134, 85, 25, 'Male', 57.90637231445332, 1.5932114846271008, 0.063430915, 49, 22.81284772833445, 101.33333333333333, 'Low Risk'),
(186804, 79, 14, '30:46.2', 37.02701396961126, 95.53368515544845, 139, 70, 40, 'Female', 90.07567701306333, 1.7148830100646981, 0.13363852954099092, 69, 30.62940353845691, 93, 'High Risk'),
(186805, 72, 17, '29:46.2', 37.27783957, 96.75945000439278, 125, 75, 61, 'Male', 50.94499251228527, 1.8634257665993854, 0.1378254981065017, 50, 14.67159432, 91.66666666666666, 'High Risk'),
(186806, 98, 14, '28:46.2', 36.68084062868833, 97.61809308117115, 133, 83, 60, 'Male', 55.002008890661045, 1.6089668617514303, 0.093277213, 50, 21.246351050701996, 99.66666666666666, 'High Risk'),
(186807, 95, 16, '27:46.2', 36.63042012260255, 95.03404980505738, 120, 89, 24, 'Female', 62.30349794059924, 1.6589804047006915, 0.13472367310980193, 31, 22.63757580122475, 99.33333333333333, 'High Risk'),
(186808, 92, 16, '26:46.2', 36.19718324, 99.31838251113923, 131, 70, 78, 'Female', 60.899566737960626, 1.7748469689335349, 0.096199455, 61, 19.332693979790506, 90.33333333333333, 'High Risk'),
(186809, 88, 18, '25:46.2', 36.415642030607486, 98.55235526835592, 125, 85, 81, 'Male', 57.064103609138684, 1.6602510599874878, 0.11036188999254809, 40, 20.70215077, 98.33333333333333, 'Low Risk'),
(186810, 82, 15, '24:46.2', 36.855680662865126, 97.33289251198335, 116, 78, 44, 'Male', 94.42668654533392, 1.7825637942790782, 0.082249785, 38, 29.716974243145128, 90.66666666666667, 'Low Risk'),
(186811, 85, 12, '23:46.2', 37.49956851873601, 95.60930763258037, 122, 89, 42, 'Female', 81.01167569, 1.953178560010014, 0.058293370697284554, 33, 21.235560022780334, 100, 'Low Risk'),
(186812, 87, 14, '22:46.2', 37.01259441838598, 98.20626000678978, 116, 86, 42, 'Female', 94.57814025794474, 1.568506753929322, 0.1477435129582186, 30, 38.44306304, 96, 'High Risk'),
(186813, 66, 12, '21:46.2', 36.54942337, 99.94966196346576, 136, 70, 88, 'Male', 96.54352575597679, 1.5482932148747508, 0.11601242440930949, 66, 40.27325519, 92, 'High Risk'),
(186814, 90, 19, '20:46.2', 36.10303849054525, 98.78411431816373, 120, 89, 32, 'Male', 78.28257840060519, 1.7090631329758417, 0.11998549134218313, 31, 26.800871089210265, 99.33333333333333, 'Low Risk'),
(186815, 97, 17, '19:46.2', 37.03305732, 97.38482608871782, 111, 72, 32, 'Male', 53.32036072385037, 1.922862678251089, 0.11374429907458554, 39, 14.421038578955786, 85, 'High Risk'),
(186816, 83, 17, '18:46.2', 36.58454939079163, 99.39040049618808, 114, 71, 54, 'Male', 57.54208763894394, 1.6957095314012622, 0.12754352438992406, 43, 20.011640461341965, 85.33333333333333, 'Low Risk'),
(186817, 89, 18, '17:46.2', 37.254317165959804, 98.98068655322398, 110, 76, 36, 'Female', 96.47691225730122, 1.540947110170936, 0.086796208, 34, 40.63010362769978, 87.33333333333333, 'High Risk'),
(186818, 88, 19, '16:46.2', 37.03117091798033, 98.16307381, 135, 88, 62, 'Male', 91.46784034815369, 1.724672343586259, 0.087873137, 47, 30.750715599416207, 103.66666666666667, 'High Risk'),
(186819, 73, 19, '15:46.2', 37.29145894301843, 97.80901535776981, 122, 71, 19, 'Male', 81.09471170669919, 1.9905973127399899, 0.078151237, 51, 20.465657761273803, 88, 'Low Risk'),
(186820, 65, 13, '14:46.2', 36.37517958058217, 96.22385888787349, 128, 74, 44, 'Male', 72.87052731, 1.7405344851651643, 0.11580990625366891, 54, 24.053963491003362, 92, 'Low Risk'),
(186821, 61, 17, '13:46.2', 37.42647502320749, 96.11235531406713, 117, 79, 71, 'Female', 57.614934942342174, 1.7632871988910617, 0.14150344210391946, 38, 18.530578027697906, 91.66666666666667, 'Low Risk'),
(186822, 83, 18, '12:46.2', 36.24243321906885, 98.28628706211119, 122, 89, 63, 'Female', 81.86488038349522, 1.910787932525555, 0.095773631, 33, 22.421912419763515, 100, 'Low Risk'),
(186823, 71, 12, '11:46.2', 36.27854542741179, 95.50754069540339, 130, 79, 20, 'Male', 66.46588420988027, 1.6638254631752278, 0.12111901045555193, 51, 24.00950761831639, 96, 'Low Risk'),
(186824, 60, 18, '10:46.2', 37.30293292194212, 99.23103305658518, 117, 85, 89, 'Female', 97.91086583265093, 1.6042197109519154, 0.1119533740537365, 32, 38.04549112278916, 95.66666666666667, 'High Risk'),
(186825, 80, 18, '09:46.2', 37.192037962036196, 99.95234961169736, 133, 73, 75, 'Female', 79.43350246328708, 1.5101267714334727, 0.12435678635534743, 60, 34.83187865803966, 93, 'High Risk'),
(186826, 78, 17, '08:46.2', 36.35180111594456, 96.47525027, 114, 72, 29, 'Female', 51.260576868928034, 1.6318964599444454, 0.07906001, 42, 19.248561928307492, 86, 'Low Risk'),
(186827, 77, 19, '07:46.2', 37.23610140406031, 97.10676558, 111, 77, 57, 'Male', 57.98275154749244, 1.8005340981203737, 0.06909945, 34, 17.885295504863393, 88.33333333333333, 'High Risk'),
(186828, 90, 13, '06:46.2', 37.34894443789081, 99.47171190087813, 115, 79, 52, 'Male', 79.43801886233946, 1.962366163461777, 0.11929453743325953, 36, 20.62853141860299, 91, 'Low Risk'),
(186829, 89, 19, '05:46.2', 37.412336201089396, 95.83352628, 126, 84, 82, 'Male', 57.61071124, 1.9291945582660792, 0.088704745, 42, 15.479295124375293, 98, 'High Risk'),
(186830, 67, 17, '04:46.2', 36.38927018504751, 95.12848715447049, 134, 83, 63, 'Female', 91.65069217339176, 1.9288746324276949, 0.10144477563541347, 51, 24.633592123487617, 100, 'Low Risk'),
(186831, 85, 13, '03:46.2', 37.29176181610576, 99.43110109253858, 131, 82, 58, 'Male', 85.15884466386336, 1.8789279651317217, 0.052761360152452044, 49, 24.121788218190996, 98.33333333333333, 'Low Risk'),
(186832, 76, 16, '02:46.2', 36.17444352638389, 98.08481235860448, 139, 77, 21, 'Female', 62.07081256862294, 1.5266314201609528, 0.11070190501639687, 62, 26.63293552697845, 97.66666666666666, 'Low Risk'),
(186833, 63, 15, '01:46.2', 36.60997411821416, 95.45175186187295, 119, 72, 40, 'Male', 58.65903780492351, 1.8632774798507763, 0.057202907, 47, 16.89584298528859, 87.66666666666667, 'High Risk'),
(186834, 97, 12, '00:46.2', 37.10818145993696, 97.2912047, 117, 70, 50, 'Male', 94.44261322155768, 1.6755978082762657, 0.10409567259438374, 47, 33.63786538445205, 85.66666666666667, 'High Risk'),
(186835, 82, 19, '59:46.2', 37.32245487670063, 95.06497795, 131, 82, 82, 'Male', 78.54171937536147, 1.9932589135482526, 0.076146098, 49, 19.768466202652117, 98.33333333333333, 'Low Risk'),
(186836, 79, 19, '58:46.2', 37.347929944333636, 98.50219734246868, 126, 78, 30, 'Male', 50.6382012, 1.8357339647014324, 0.12676256042665668, 48, 15.026532792689856, 94, 'High Risk'),
(186837, 69, 14, '57:46.2', 36.98243701846308, 97.53334256106629, 135, 88, 72, 'Female', 65.40273267117483, 1.7546667984314763, 0.057801656, 47, 21.242546494783614, 103.66666666666667, 'Low Risk'),
(186838, 66, 16, '56:46.2', 37.47720358369031, 98.12904869857205, 110, 85, 45, 'Female', 67.85200666546746, 1.941995675, 0.1379981558471723, 25, 17.99145054, 93.33333333333333, 'High Risk'),
(186839, 89, 19, '55:46.2', 37.09677719184522, 96.28753033, 135, 85, 25, 'Female', 52.51510928858765, 1.5656035080547768, 0.1251499600764415, 50, 21.42499365965995, 101.66666666666666, 'Low Risk'),
(186840, 95, 13, '54:46.2', 36.93951747591551, 96.07653362214494, 129, 75, 54, 'Male', 86.15099954190472, 1.8879649372959006, 0.10543278235689818, 54, 24.16976744047703, 93, 'High Risk'),
(186841, 67, 19, '53:46.2', 37.287996861592895, 97.63546068368834, 125, 88, 29, 'Female', 93.00689379, 1.9242879220174365, 0.063480164, 37, 25.11742026460479, 100.33333333333333, 'Low Risk'),
(186842, 79, 12, '52:46.2', 36.880083558149664, 97.04775731, 139, 74, 30, 'Female', 69.31630197715214, 1.7403590220262903, 0.086853551, 65, 22.885356764167398, 95.66666666666666, 'Low Risk'),
(186843, 94, 17, '51:46.2', 36.469041796929886, 97.47117934894979, 126, 85, 88, 'Female', 63.85369239506352, 1.6544788650801354, 0.090331469, 41, 23.32725132322097, 98.66666666666667, 'High Risk'),
(186844, 61, 18, '50:46.2', 36.40495997, 97.70745429359938, 117, 77, 69, 'Female', 91.52752274, 1.9167913102660454, 0.056555635302731166, 40, 24.911624228889046, 90.33333333333333, 'Low Risk'),
(186845, 91, 16, '49:46.2', 36.82805891151359, 97.22206868, 121, 79, 70, 'Male', 50.06355019896978, 1.7375367372759618, 0.10869454505028567, 42, 16.582639226752125, 93, 'High Risk'),
(186846, 73, 12, '48:46.2', 36.91162319, 97.66424972547004, 131, 86, 85, 'Male', 55.06792596850288, 1.8504259874706919, 0.077303494, 45, 16.082563757090973, 101, 'High Risk'),
(186847, 74, 14, '47:46.2', 36.20588415607161, 96.60106339447796, 120, 87, 22, 'Male', 63.63802752780372, 1.7100263402614315, 0.10344623219324967, 33, 21.762616550669453, 98, 'Low Risk'),
(186848, 97, 12, '46:46.2', 36.59699307992191, 96.44664848827246, 114, 83, 86, 'Female', 79.60357319598842, 1.9162546701710834, 0.13840382952503877, 31, 21.678344317934545, 93.33333333333333, 'High Risk'),
(186849, 79, 16, '45:46.2', 36.57837466900205, 99.14816611149735, 128, 73, 75, 'Female', 91.57785854, 1.9456104370306888, 0.10425546370987288, 55, 24.19238632683664, 91.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(186850, 91, 18, '44:46.2', 37.35129930360937, 95.91934869360436, 114, 76, 45, 'Female', 74.29842664467024, 1.6878860405527774, 0.14120025083151794, 38, 26.079146519422213, 88.66666666666667, 'High Risk'),
(186851, 73, 14, '43:46.2', 37.182832632427775, 97.54096922025944, 114, 83, 60, 'Female', 54.69689879826436, 1.650319776827089, 0.10513201758992369, 31, 20.082903210035127, 93.33333333333333, 'Low Risk'),
(186852, 73, 16, '42:46.2', 36.210040068202176, 95.50279984127089, 120, 81, 78, 'Female', 69.02867055392042, 1.5543974713363238, 0.14827874725291057, 39, 28.569678095698762, 94, 'Low Risk'),
(186853, 98, 16, '41:46.2', 37.401279902682944, 97.83360300914873, 111, 84, 88, 'Female', 55.612158536453336, 1.8524199140630997, 0.12770795349098701, 27, 16.20656106252157, 93, 'High Risk'),
(186854, 91, 19, '40:46.2', 36.789792137682326, 96.33339533, 127, 85, 46, 'Male', 60.47287659151658, 1.6146042428042022, 0.13418173502472186, 42, 23.19681981207415, 99, 'High Risk'),
(186855, 73, 17, '39:46.2', 37.29862945746128, 97.53754115228021, 131, 78, 80, 'Female', 67.73687495716693, 1.8978640439052286, 0.13888256660017978, 53, 18.80593630051777, 95.66666666666666, 'Low Risk'),
(186856, 98, 19, '38:46.2', 37.00645028, 96.19088104795318, 120, 70, 77, 'Male', 67.81692858160798, 1.9111188866702182, 0.1379482397705427, 50, 18.567896553132478, 86.66666666666666, 'High Risk'),
(186857, 76, 19, '37:46.2', 36.75477675320858, 95.76715135327771, 122, 77, 52, 'Male', 95.48032948882346, 1.6107346355324939, 0.13719619961963941, 45, 36.801533362200566, 92, 'High Risk'),
(186858, 95, 16, '36:46.2', 36.81552642201935, 95.82305579173087, 117, 70, 30, 'Female', 78.03477843155437, 1.622364298819611, 0.12697766308280806, 47, 29.64772952508201, 85.66666666666667, 'High Risk'),
(186859, 64, 16, '35:46.2', 36.35222255047769, 97.40992399705104, 115, 73, 22, 'Male', 89.89355130289948, 1.9154223451327954, 0.13702967753757092, 42, 24.501881704291304, 87, 'Low Risk'),
(186860, 96, 18, '34:46.2', 37.06050835440651, 99.57522739025883, 124, 76, 57, 'Female', 59.894043575348974, 1.5061617292393357, 0.063268564, 48, 26.402218312487904, 92, 'High Risk'),
(186861, 93, 15, '33:46.2', 36.45797921, 98.45648217, 130, 75, 37, 'Male', 68.18687689778908, 1.7664529954716848, 0.063895699, 55, 21.852273538823802, 93.33333333333333, 'High Risk'),
(186862, 64, 14, '32:46.2', 37.47483231879238, 99.73466373286749, 133, 82, 18, 'Male', 57.258972429717666, 1.5014481082661348, 0.10909619553739512, 51, 25.399367140562877, 99, 'Low Risk'),
(186863, 91, 12, '31:46.2', 37.257554359786084, 96.88930510730162, 137, 85, 45, 'Male', 87.45230735, 1.9541720909985782, 0.13269860727667487, 52, 22.90053663647273, 102.33333333333333, 'High Risk'),
(186864, 60, 19, '30:46.2', 36.19934910139608, 97.49114921730202, 137, 81, 81, 'Male', 96.25322416509385, 1.9225727520065958, 0.11436307401068325, 56, 26.040524058451336, 99.66666666666666, 'Low Risk'),
(186865, 89, 14, '29:46.2', 37.42085780985417, 98.52021995655412, 130, 86, 59, 'Female', 91.88868281032529, 1.6521078954539383, 0.071144981, 44, 33.665511140464616, 100.66666666666667, 'High Risk'),
(186866, 89, 13, '28:46.2', 36.974114405550644, 98.04622963216164, 137, 71, 31, 'Female', 84.72205595152808, 1.9314832830014144, 0.13890306698870822, 66, 22.709866378715102, 93, 'Low Risk'),
(186867, 97, 14, '27:46.2', 36.29891142855647, 96.53932254371321, 135, 86, 78, 'Male', 68.66045546381264, 1.7665694963266885, 0.055694872486698944, 49, 22.001142086279827, 102.33333333333333, 'High Risk'),
(186868, 93, 16, '26:46.2', 36.073964747786526, 96.29539799057524, 114, 83, 62, 'Male', 86.19676470585927, 1.6910712658495959, 0.07888987, 31, 30.141658495715912, 93.33333333333333, 'High Risk'),
(186869, 75, 14, '25:46.2', 36.87186654229245, 97.42114213947012, 129, 89, 76, 'Male', 52.169352345227324, 1.7562491761434342, 0.085372619, 40, 16.91387739564547, 102.33333333333333, 'High Risk'),
(186870, 61, 13, '24:46.2', 37.30681568484097, 99.43107003952485, 134, 75, 84, 'Male', 52.005546784190756, 1.6302767346287739, 0.13600972245101595, 59, 19.567124358756647, 94.66666666666666, 'Low Risk'),
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(187046, 94, 18, '28:46.2', 36.65959128367904, 99.74166426905674, 128, 75, 86, 'Male', 84.99255355860117, 1.9873262137912833, 0.092115697, 53, 21.520014287636663, 92.66666666666666, 'High Risk'),
(187047, 75, 16, '27:46.2', 37.42157596884287, 99.89843958096351, 138, 72, 45, 'Male', 80.30563504971249, 1.953106605738761, 0.076011397, 66, 21.052036922951377, 94, 'Low Risk'),
(187048, 61, 15, '26:46.2', 36.050943974323054, 96.22408367502297, 128, 87, 81, 'Male', 93.64475446919212, 1.9159961082305426, 0.075495612, 41, 25.509045596648324, 100.66666666666667, 'Low Risk'),
(187049, 92, 13, '25:46.2', 36.22283012230417, 98.12066981470271, 110, 71, 81, 'Female', 75.44769164480141, 1.7533758979193135, 0.10356693057496652, 39, 24.541205498885105, 84, 'High Risk'),
(187050, 65, 17, '24:46.2', 37.30143753435964, 98.78862983129117, 130, 82, 29, 'Female', 82.98605617690107, 1.6976086601501725, 0.127313331, 48, 28.795853908546093, 98, 'Low Risk'),
(187051, 98, 12, '23:46.2', 36.93114844609541, 97.81099131832983, 127, 85, 24, 'Female', 81.76304314, 1.607151639005576, 0.14237707195080815, 42, 31.655074215616228, 99, 'High Risk'),
(187052, 80, 18, '22:46.2', 36.143687663224014, 97.49621824450404, 123, 77, 60, 'Female', 69.92433568551391, 1.5656519976490018, 0.064447758, 46, 28.52580284, 92.33333333333333, 'Low Risk'),
(187053, 64, 12, '21:46.2', 36.01099087171869, 97.06121790618147, 115, 72, 24, 'Female', 78.52928010556121, 1.7591180364127414, 0.050676781, 43, 25.377080259412224, 86.33333333333333, 'Low Risk'),
(187054, 82, 18, '20:46.2', 37.213849660897125, 97.70879611547755, 116, 76, 69, 'Female', 83.92491345987324, 1.6963086246799624, 0.10211611096325127, 40, 29.16628812026959, 89.33333333333333, 'Low Risk'),
(187055, 66, 16, '19:46.2', 36.92708039483871, 96.11046079, 118, 73, 34, 'Male', 88.21562685, 1.7084271848995614, 0.080291886, 45, 30.22404434070032, 88, 'High Risk'),
(187056, 85, 15, '18:46.2', 36.98708996548601, 97.29017459183267, 124, 72, 44, 'Male', 70.15783140648432, 1.5184264822966644, 0.078931059, 52, 30.429065665208704, 89.33333333333333, 'High Risk'),
(187057, 66, 14, '17:46.2', 36.41972262796761, 96.15451139048444, 124, 80, 51, 'Male', 59.84861932, 1.7619408616750025, 0.065857048, 44, 19.278421919475797, 94.66666666666667, 'Low Risk'),
(187058, 94, 12, '16:46.2', 37.302938793015365, 98.74700057, 114, 70, 82, 'Female', 73.22333150495149, 1.8461672417177626, 0.1209081124595962, 44, 21.483617093301667, 84.66666666666667, 'High Risk'),
(187059, 70, 16, '15:46.2', 36.977203936224484, 98.28284143070876, 126, 79, 18, 'Female', 63.553679586820635, 1.5268142435134466, 0.12743130736288294, 47, 27.262664213537462, 94.66666666666667, 'Low Risk'),
(187060, 62, 18, '14:46.2', 36.648766782689435, 97.56620686852379, 112, 86, 31, 'Female', 54.60358843283586, 1.8918860203426733, 0.1473195789264902, 26, 15.255668685566073, 94.66666666666667, 'High Risk'),
(187061, 72, 13, '13:46.2', 37.10948145662538, 98.37598465768808, 120, 86, 56, 'Male', 90.40958815820255, 1.512064655332052, 0.14504443025847985, 34, 39.543378090623506, 97.33333333333333, 'High Risk'),
(187062, 79, 17, '12:46.2', 37.35662546739001, 97.19801568700157, 128, 81, 70, 'Male', 55.486650822577836, 1.8970919875570038, 0.11603093582294134, 47, 15.417421009058929, 96.66666666666667, 'High Risk'),
(187063, 73, 14, '11:46.2', 37.16818010421668, 95.58168248722833, 139, 73, 63, 'Female', 75.59672138523202, 1.5051312489020567, 0.11513098477297815, 66, 33.369847019563444, 95, 'High Risk'),
(187064, 79, 15, '10:46.2', 36.44302706108549, 97.21775888948373, 135, 74, 36, 'Female', 94.67807880711331, 1.8867778869278462, 0.14614400047854853, 61, 26.595482965773197, 94.33333333333333, 'Low Risk'),
(187065, 97, 18, '09:46.2', 37.17168842797941, 96.22527709023281, 127, 77, 35, 'Female', 71.48322063832819, 1.8522329309007648, 0.11992007431316096, 50, 20.835930908135076, 93.66666666666666, 'High Risk'),
(187066, 60, 16, '08:46.2', 36.69202538741643, 98.21610334040746, 137, 76, 61, 'Male', 91.39959470979716, 1.507629740013035, 0.07254183, 61, 40.21192632259713, 96.33333333333333, 'High Risk'),
(187067, 81, 15, '07:46.2', 36.07798231176539, 96.26420333724144, 123, 86, 53, 'Male', 53.21960297, 1.8774127292478946, 0.09343682, 37, 15.099136596103241, 98.33333333333333, 'High Risk'),
(187068, 81, 17, '06:46.2', 37.49289968578338, 99.76428284, 136, 70, 61, 'Male', 80.96845588694958, 1.960670993537589, 0.10331128290254271, 66, 21.062329828763346, 92, 'Low Risk'),
(187069, 78, 17, '05:46.2', 36.16075393292344, 97.18497014166613, 137, 86, 58, 'Female', 61.095903983447954, 1.5174109202316783, 0.12478620885956085, 51, 26.53418084000473, 103, 'Low Risk'),
(187070, 95, 19, '04:46.2', 36.44807257313334, 95.02648065917283, 137, 82, 19, 'Female', 99.65565239931465, 1.9452835651674796, 0.068123741, 55, 26.33516849, 100.33333333333333, 'High Risk'),
(187071, 79, 14, '03:46.2', 36.768892220110025, 95.66770698464157, 115, 78, 85, 'Male', 69.05097858920428, 1.8315986803945767, 0.096467038, 37, 20.583024635629446, 90.33333333333333, 'Low Risk'),
(187072, 65, 19, '02:46.2', 36.69606766973859, 97.48451561, 116, 84, 35, 'Female', 60.55874058624121, 1.9096336487382626, 0.12257614086537136, 32, 16.60644676561709, 94.66666666666667, 'High Risk'),
(187073, 85, 16, '01:46.2', 36.443186527369335, 95.92763073152257, 119, 79, 41, 'Female', 73.03780966100408, 1.8531653142294096, 0.14383022739666607, 40, 21.267645605621695, 92.33333333333333, 'Low Risk'),
(187074, 98, 14, '00:46.2', 37.376145491252615, 98.83394059409035, 117, 75, 18, 'Male', 90.30575525, 1.515606818856118, 0.14002441813228592, 42, 39.31355595534469, 89, 'High Risk'),
(187075, 72, 19, '59:46.2', 37.302633793939044, 99.51311179, 133, 74, 20, 'Female', 83.60743694155195, 1.659344473705611, 0.1269331327145926, 59, 30.364896375915094, 93.66666666666666, 'High Risk'),
(187076, 61, 17, '58:46.2', 37.25168283, 95.95152533055544, 112, 72, 65, 'Female', 53.773225221713695, 1.5105531098693987, 0.11250081645382605, 40, 23.566445688458305, 85.33333333333333, 'Low Risk'),
(187077, 90, 18, '57:46.2', 36.530137699972435, 98.10744483609946, 115, 75, 60, 'Female', 56.156721029519105, 1.8324452814128342, 0.080683929, 40, 16.72398277054587, 88.33333333333333, 'High Risk'),
(187078, 71, 16, '56:46.2', 36.37754209899437, 95.17736266, 122, 80, 65, 'Female', 77.95222669818529, 1.6262803913475947, 0.10996453219842549, 42, 29.473904643041493, 94, 'Low Risk'),
(187079, 72, 17, '55:46.2', 37.19382189920738, 95.97406903908893, 136, 77, 23, 'Female', 71.75607161410306, 1.932196251024021, 0.10699434269363264, 59, 19.220123962552275, 96.66666666666666, 'Low Risk'),
(187080, 95, 15, '54:46.2', 36.96951738538147, 96.11317239, 133, 71, 86, 'Male', 56.55260096614083, 1.8685106726013614, 0.13205679840240175, 62, 16.198000878083164, 91.66666666666666, 'High Risk'),
(187081, 75, 18, '53:46.2', 36.15946924438809, 95.21002230802071, 126, 71, 81, 'Female', 67.98327316108237, 1.8713963109738496, 0.14887898489636958, 55, 19.41201117, 89.33333333333333, 'Low Risk'),
(187082, 74, 16, '52:46.2', 36.05483378162974, 99.21532375762716, 137, 86, 30, 'Female', 99.52451017834703, 1.9811150341060708, 0.12219065615186041, 51, 25.357746819433924, 103, 'Low Risk'),
(187083, 71, 16, '51:46.2', 36.710517647576864, 95.12135980370543, 112, 89, 37, 'Male', 86.46404390012928, 1.696516686, 0.12803350439611616, 23, 30.04133807546921, 96.66666666666667, 'High Risk'),
(187084, 92, 17, '50:46.2', 36.89213387839702, 99.83670636, 118, 81, 35, 'Female', 59.91955755, 1.576043342430771, 0.1447140540893866, 37, 24.123053739291358, 93.33333333333333, 'High Risk'),
(187085, 75, 16, '49:46.2', 37.411998335301796, 98.96024352173849, 118, 82, 20, 'Female', 62.27883250567237, 1.9227858563669893, 0.074297621, 36, 16.845295152461116, 94, 'High Risk'),
(187086, 62, 12, '48:46.2', 36.51482398485713, 95.68999071560798, 123, 81, 79, 'Male', 65.09921601757632, 1.8980472509528112, 0.059513857, 42, 18.070148387573855, 95, 'High Risk'),
(187087, 63, 14, '47:46.2', 36.27652963657359, 98.07179314859616, 132, 85, 27, 'Male', 74.61244868509348, 1.6862040199802173, 0.05835486, 47, 26.24164478957623, 100.66666666666667, 'Low Risk'),
(187088, 68, 19, '46:46.2', 36.55085373503379, 96.65334964837012, 123, 76, 77, 'Male', 80.18464920643112, 1.760691229136793, 0.10751194438655036, 47, 25.865735485472285, 91.66666666666667, 'Low Risk'),
(187089, 92, 14, '45:46.2', 37.18848570334633, 97.58457747196027, 126, 74, 40, 'Male', 61.58289471853489, 1.9103952572925678, 0.11907439624373692, 52, 16.87382872663257, 91.33333333333333, 'High Risk'),
(187090, 96, 13, '44:46.2', 37.13562722105083, 98.41417095, 119, 75, 43, 'Male', 59.71974145355102, 1.724353119, 0.080581409, 44, 20.084707206859946, 89.66666666666667, 'High Risk'),
(187091, 76, 12, '43:46.2', 36.84645201700421, 98.47894186299246, 134, 70, 84, 'Female', 68.27260140988437, 1.6714299805293822, 0.10587259087611006, 64, 24.43824843649949, 91.33333333333333, 'Low Risk'),
(187092, 67, 13, '42:46.2', 37.48670268103861, 98.50452707741809, 122, 82, 53, 'Female', 98.31063948171237, 1.8529424986488272, 0.093259833, 40, 28.63364501228977, 95.33333333333333, 'Low Risk'),
(187093, 95, 14, '41:46.2', 37.147004085539066, 95.07628075053752, 132, 84, 80, 'Male', 58.77231303032832, 1.9231649501064716, 0.096094726, 48, 15.890578657651295, 100, 'High Risk'),
(187094, 67, 12, '40:46.2', 37.17957492161292, 98.37980706072156, 127, 81, 22, 'Male', 61.63408603394963, 1.7550341066976718, 0.10068982348787545, 46, 20.010126706173587, 96.33333333333333, 'Low Risk'),
(187095, 88, 12, '39:46.2', 37.344878594984806, 96.98219246790687, 126, 71, 72, 'Female', 64.30147598156316, 1.6189893281059924, 0.13821055188522258, 55, 24.532000780035514, 89.33333333333333, 'Low Risk'),
(187096, 86, 13, '38:46.2', 37.152084493607255, 95.41610405285907, 117, 72, 63, 'Female', 66.73303719906858, 1.860555480675856, 0.13840356025953615, 45, 19.277718811925542, 87, 'Low Risk'),
(187097, 84, 16, '37:46.2', 36.089957035246954, 97.81172855549278, 110, 78, 52, 'Male', 82.20072809687807, 1.5840508959325548, 0.078413796, 32, 32.75951032, 88.66666666666667, 'High Risk'),
(187098, 76, 18, '36:46.2', 36.137866099241144, 98.44309576405793, 117, 81, 20, 'Female', 88.58536954145501, 1.868659947315075, 0.13531798884685486, 36, 25.368888932482196, 93, 'Low Risk'),
(187099, 72, 15, '35:46.2', 37.282791624706675, 98.87357424162208, 126, 81, 25, 'Male', 55.65650139412329, 1.7116277970752904, 0.1035811890595151, 45, 18.99753446453934, 96, 'Low Risk'),
(187100, 76, 14, '34:46.2', 36.97748796660548, 98.97267386811824, 111, 83, 82, 'Female', 55.20839265533642, 1.6046360986036245, 0.079571419, 28, 21.441343136186166, 92.33333333333333, 'Low Risk'),
(187101, 90, 12, '33:46.2', 36.91423149451328, 98.71700119426089, 138, 85, 88, 'Female', 93.23681574809021, 1.5008505442125615, 0.075786259, 53, 41.39163091908913, 102.66666666666666, 'High Risk'),
(187102, 62, 15, '32:46.2', 36.48012714121589, 98.66468118, 110, 80, 67, 'Female', 65.16839322, 1.7416122327801502, 0.10386314882417438, 30, 21.48493679282225, 90, 'Low Risk'),
(187103, 72, 19, '31:46.2', 37.342354266902866, 95.26355998132907, 126, 88, 66, 'Female', 66.00900867766514, 1.6745959824523495, 0.082539161, 38, 23.53873505660044, 100.66666666666667, 'Low Risk'),
(187104, 65, 16, '30:46.2', 36.87087495120761, 97.03153606731934, 124, 72, 84, 'Female', 52.14397161646276, 1.9545552116212728, 0.08722474, 52, 13.649232175026901, 89.33333333333333, 'High Risk'),
(187105, 68, 16, '29:46.2', 37.329201702268556, 95.10276122715948, 122, 84, 48, 'Female', 99.17581021516582, 1.8179500164374482, 0.11200044226231556, 38, 30.008333684837023, 96.66666666666667, 'High Risk'),
(187106, 75, 16, '28:46.2', 36.791518917049046, 96.42811115990308, 111, 70, 81, 'Male', 60.84926910064999, 1.6529628317966436, 0.10535639080327455, 41, 22.270460103618728, 83.66666666666667, 'Low Risk'),
(187107, 76, 18, '27:46.2', 36.58221424069812, 95.24616132991133, 122, 79, 19, 'Female', 62.03682095987442, 1.9092433134115834, 0.10468762281834668, 43, 17.018723325295397, 93.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(187108, 89, 12, '26:46.2', 36.864488451423384, 98.85003517, 131, 85, 34, 'Male', 71.63846544, 1.678347705089581, 0.092669723, 46, 25.432110167124456, 100.33333333333333, 'Low Risk'),
(187109, 64, 17, '25:46.2', 37.190779464194286, 95.80776491, 117, 83, 75, 'Male', 70.77715400619894, 1.7618769526486864, 0.082591284, 34, 22.80037271028374, 94.33333333333333, 'Low Risk'),
(187110, 69, 12, '24:46.2', 36.56005138, 99.19481802946972, 130, 88, 23, 'Male', 67.91261410572066, 1.5659602633428444, 0.11251741017244865, 42, 27.694209466591417, 102, 'Low Risk'),
(187111, 66, 12, '23:46.2', 37.28958810129807, 99.70116583083042, 115, 89, 58, 'Male', 84.28937548863856, 1.897100150610259, 0.068611715, 26, 23.420292733095643, 97.66666666666667, 'Low Risk'),
(187112, 95, 19, '22:46.2', 36.46009222913644, 95.49825236342079, 133, 89, 25, 'Female', 96.55897697316797, 1.9340345602178448, 0.054088351, 44, 25.81452837216405, 103.66666666666667, 'High Risk'),
(187113, 79, 14, '21:46.2', 36.59303740222224, 99.09807395268908, 126, 77, 34, 'Female', 66.06222350886918, 1.9972327371110103, 0.090199689, 49, 16.56135379130392, 93.33333333333333, 'High Risk'),
(187114, 78, 15, '20:46.2', 36.16175071981753, 96.30499740836852, 125, 76, 34, 'Female', 94.55291023808329, 1.785007373823937, 0.056869345, 49, 29.67528314791064, 92.33333333333333, 'Low Risk'),
(187115, 87, 15, '19:46.2', 36.10974442331891, 98.63786541163999, 137, 80, 27, 'Male', 81.64185888635463, 1.9249491612608678, 0.14931059250055273, 57, 22.033036623199344, 99, 'Low Risk'),
(187116, 72, 12, '18:46.2', 36.97198471297163, 96.78363245924997, 120, 81, 66, 'Male', 84.02452957668791, 1.652354304299219, 0.10932537534644347, 39, 30.775118757179317, 94, 'High Risk'),
(187117, 76, 13, '17:46.2', 36.024815284120585, 99.54564808278393, 123, 89, 73, 'Female', 73.56426577731969, 1.714291524960226, 0.12407954566310002, 34, 25.032115186553273, 100.33333333333333, 'Low Risk'),
(187118, 79, 15, '16:46.2', 37.40393333945546, 95.16301103467686, 120, 85, 79, 'Female', 83.56561976730666, 1.7192555322076795, 0.091449301, 35, 28.271364992410945, 96.66666666666667, 'Low Risk'),
(187119, 60, 14, '15:46.2', 36.18330392891013, 99.59093298043659, 139, 70, 81, 'Male', 51.89276502108448, 1.8935909189488673, 0.10572494254047737, 69, 14.472197731804679, 93, 'High Risk'),
(187120, 80, 12, '14:46.2', 36.11374889891523, 96.28509976191428, 111, 81, 24, 'Male', 58.984800581353895, 1.5023092719122557, 0.12974021665933894, 30, 26.134934754823394, 91, 'Low Risk'),
(187121, 98, 19, '13:46.2', 37.38081670294701, 97.79847425, 130, 76, 63, 'Female', 83.13861858610342, 1.6657201958645944, 0.063394804, 54, 29.963925004073904, 94, 'High Risk'),
(187122, 73, 18, '12:46.2', 36.38508419517788, 95.59700228231303, 124, 73, 42, 'Female', 95.98823995360313, 1.555936069383008, 0.064906587, 51, 39.64920933157902, 90, 'High Risk'),
(187123, 86, 13, '11:46.2', 36.43722945451589, 96.97308137505313, 133, 74, 67, 'Female', 88.09182519449979, 1.7751250689560956, 0.14522835875949142, 59, 27.95617135097279, 93.66666666666666, 'Low Risk'),
(187124, 77, 13, '10:46.2', 36.60650212509204, 98.37927401, 128, 79, 57, 'Male', 76.46899734652246, 1.5271219956024444, 0.1009703725274686, 49, 32.78973681608152, 95.33333333333333, 'High Risk'),
(187125, 75, 19, '09:46.2', 36.89073403348224, 98.50290534254886, 136, 86, 21, 'Female', 54.80406678019183, 1.8994147709423184, 0.076535094, 50, 15.190538328636746, 102.66666666666666, 'High Risk'),
(187126, 82, 15, '08:46.2', 36.814615712012724, 99.81768067163989, 129, 70, 85, 'Male', 51.22450897, 1.523628789, 0.14201083251972227, 59, 22.065789137809166, 89.66666666666666, 'Low Risk'),
(187127, 73, 12, '07:46.2', 37.36792690909016, 98.53294107383303, 123, 70, 19, 'Female', 57.271386107024064, 1.7565705971256294, 0.14618661378793324, 53, 18.56121820856204, 87.66666666666666, 'Low Risk'),
(187128, 85, 15, '06:46.2', 37.20704266647429, 96.27762647085986, 117, 71, 57, 'Female', 64.88086621659389, 1.7268624534573929, 0.080841169, 46, 21.75710690377157, 86.33333333333333, 'Low Risk'),
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(187306, 90, 18, '08:46.2', 36.88871384232191, 95.89152968217367, 126, 83, 23, 'Male', 56.75847820408146, 1.5588349187904718, 0.14785502080971547, 43, 23.357722331254003, 97.33333333333333, 'Low Risk'),
(187307, 90, 19, '07:46.2', 36.36153268949182, 95.12600838769383, 110, 78, 19, 'Male', 60.29479763236999, 1.5880070601506686, 0.13171432759424556, 32, 23.90974718369351, 88.66666666666667, 'Low Risk'),
(187308, 66, 15, '06:46.2', 37.446138488649105, 96.28100680462397, 129, 89, 48, 'Male', 84.23851875233845, 1.7356648071124465, 0.12297001162920888, 40, 27.962693750709388, 102.33333333333333, 'Low Risk'),
(187309, 78, 12, '05:46.2', 37.43030262741051, 95.30712521540126, 126, 72, 64, 'Male', 76.01710946922319, 1.5846103821999027, 0.067010746, 54, 30.273759573157133, 90, 'High Risk'),
(187310, 67, 12, '04:46.2', 37.40951445037203, 99.14418390261716, 127, 76, 53, 'Male', 67.68536972785802, 1.7254451894213685, 0.10984688828647048, 51, 22.734869701632594, 93, 'Low Risk'),
(187311, 79, 14, '03:46.2', 37.374369755119496, 98.25578147352817, 124, 84, 84, 'Male', 72.72018726579817, 1.7008477521489045, 0.14309124741435492, 40, 25.13761716446573, 97.33333333333333, 'Low Risk'),
(187312, 83, 13, '02:46.2', 36.117758774354876, 96.44710271, 111, 79, 29, 'Male', 81.49651403228367, 1.893661026419399, 0.13841326089596467, 32, 22.72660430101553, 89.66666666666667, 'Low Risk'),
(187313, 91, 14, '01:46.2', 36.77961111006905, 98.18849982491389, 123, 78, 53, 'Female', 86.80265712846486, 1.9646657502758644, 0.08368336, 45, 22.48825054581637, 93, 'High Risk'),
(187314, 87, 16, '00:46.2', 37.38524023388351, 97.80855112351401, 115, 84, 70, 'Female', 61.14015860628236, 1.849056503082798, 0.1210150435477733, 31, 17.882416100543818, 94.33333333333333, 'High Risk'),
(187315, 97, 16, '59:46.2', 36.00862479826455, 96.87195051431361, 128, 71, 20, 'Female', 85.41235057242349, 1.719035295722387, 0.13091377993538283, 57, 28.90354329109761, 90, 'High Risk'),
(187316, 67, 19, '58:46.2', 36.81103382220707, 95.70323690786887, 124, 81, 70, 'Male', 79.07164379815077, 1.9097201990054335, 0.11498347584744519, 43, 21.68109857784033, 95.33333333333333, 'Low Risk'),
(187317, 89, 18, '57:46.2', 37.06984277, 95.96026406560718, 129, 75, 23, 'Male', 89.0670895, 1.8534831902453224, 0.11876633747506077, 54, 25.926265107222164, 93, 'Low Risk'),
(187318, 97, 15, '56:46.2', 36.33271347, 95.84518673716896, 117, 82, 41, 'Male', 52.220478250416335, 1.9513397886151531, 0.084685627, 35, 13.714344188322993, 93.66666666666667, 'High Risk'),
(187319, 60, 14, '55:46.2', 37.31378993324279, 97.85420630738044, 135, 76, 81, 'Male', 64.29346434724225, 1.648037361719905, 0.09390825, 59, 23.67187840917338, 95.66666666666666, 'Low Risk'),
(187320, 90, 17, '54:46.2', 37.49760853263879, 96.74792953727558, 125, 80, 43, 'Male', 66.88341866, 1.6435312025483373, 0.056930793751090385, 45, 24.760679357171007, 95, 'Low Risk'),
(187321, 89, 17, '53:46.2', 37.29237566473908, 97.95393965059662, 131, 80, 26, 'Female', 82.02469974633512, 1.7544876838670636, 0.066214863, 51, 26.646734913060023, 97, 'Low Risk'),
(187322, 72, 14, '52:46.2', 36.49722210403642, 96.66424931060992, 126, 84, 70, 'Male', 83.89843165364263, 1.9307254396751157, 0.095298803, 42, 22.506750911302927, 98, 'Low Risk'),
(187323, 75, 16, '51:46.2', 37.475379849646146, 95.69630828079055, 120, 73, 75, 'Female', 81.89314098230176, 1.9152298312664917, 0.10753725802949246, 47, 22.325733352189495, 88.66666666666667, 'Low Risk'),
(187324, 89, 12, '50:46.2', 36.90278755476042, 95.91455254394747, 116, 81, 19, 'Male', 61.46548956131846, 1.8531820333105489, 0.12482432418454391, 35, 17.89761587882912, 92.66666666666667, 'High Risk'),
(187325, 61, 18, '49:46.2', 36.921811516047036, 98.87345413076689, 133, 88, 33, 'Male', 91.96665862478082, 1.601300215866716, 0.14485442679528474, 45, 35.866160152036464, 103, 'High Risk'),
(187326, 79, 19, '48:46.2', 36.33896171969567, 96.09577971286772, 133, 71, 36, 'Male', 54.11251441091587, 1.830324227686039, 0.089192755, 62, 16.152570959931893, 91.66666666666666, 'High Risk'),
(187327, 66, 19, '47:46.2', 37.01252452023038, 98.5217598, 124, 80, 65, 'Female', 56.65544074831418, 1.9613010872131693, 0.06977622, 44, 14.728315688466235, 94.66666666666667, 'High Risk'),
(187328, 88, 12, '46:46.2', 37.00215047219039, 98.70828256479506, 112, 75, 23, 'Female', 72.36743036321589, 1.8845808396104686, 0.13002739077425035, 37, 20.37575026919556, 87.33333333333333, 'Low Risk'),
(187329, 76, 13, '45:46.2', 37.41860452182995, 98.27562649719043, 111, 85, 74, 'Female', 76.99577412, 1.5091752204432436, 0.091777862, 26, 33.805515135306564, 93.66666666666667, 'High Risk'),
(187330, 65, 17, '44:46.2', 37.38637245605871, 99.04285336234116, 111, 73, 54, 'Female', 51.349728425250085, 1.633420647014669, 0.12780877141207816, 38, 19.246070363025055, 85.66666666666667, 'Low Risk'),
(187331, 71, 14, '43:46.2', 36.022885738352656, 98.23061483522359, 125, 71, 66, 'Male', 56.43555775371028, 1.799938221782245, 0.080230018, 54, 17.419577724970626, 89, 'High Risk'),
(187332, 61, 16, '42:46.2', 37.14745852410401, 99.21655935817437, 137, 72, 27, 'Male', 58.69767878334145, 1.537556186084794, 0.11263042962563928, 65, 24.82898336032311, 93.66666666666666, 'Low Risk'),
(187333, 68, 17, '41:46.2', 36.59059873517973, 99.50377170125411, 123, 80, 55, 'Female', 62.63504301073683, 1.9557183089023171, 0.069875193, 43, 16.37588489103508, 94.33333333333333, 'High Risk'),
(187334, 96, 17, '40:46.2', 37.021596807711376, 96.25049282292277, 125, 77, 77, 'Male', 64.51978263215933, 1.8644960411270293, 0.12864336458781112, 48, 18.559657797653472, 93, 'High Risk'),
(187335, 69, 19, '39:46.2', 36.79013672471147, 97.20450051955241, 130, 81, 89, 'Female', 52.28511054539467, 1.5384942382400932, 0.11220146074428798, 49, 22.08952018, 97.33333333333333, 'Low Risk'),
(187336, 70, 17, '38:46.2', 37.203401894034876, 99.14974519571767, 112, 89, 35, 'Male', 59.09789246722389, 1.6571572146832338, 0.074938182, 23, 21.52011409772066, 96.66666666666667, 'Low Risk'),
(187337, 82, 12, '37:46.2', 37.239342800470205, 99.26235155147283, 124, 85, 21, 'Male', 89.91529871331011, 1.7727641446384839, 0.14781638342220665, 39, 28.610910113871853, 98, 'Low Risk'),
(187338, 68, 13, '36:46.2', 36.01966965126655, 96.03795467564387, 134, 73, 74, 'Male', 80.90121778067574, 1.8956091946632028, 0.13916107629784646, 61, 22.51424801, 93.33333333333333, 'Low Risk'),
(187339, 66, 12, '35:46.2', 36.10898952061808, 95.12635494, 120, 89, 83, 'Male', 80.80431043226457, 1.5997705401176687, 0.10573888731879044, 31, 31.573239102894334, 99.33333333333333, 'High Risk'),
(187340, 94, 16, '34:46.2', 36.89847514486114, 99.37935347294383, 119, 76, 60, 'Female', 98.72853135366928, 1.6924922350609184, 0.073223376, 43, 34.465874867576304, 90.33333333333333, 'High Risk'),
(187341, 72, 18, '33:46.2', 37.05872269418015, 98.01690545518184, 125, 76, 52, 'Female', 89.98066079484437, 1.766055949833824, 0.066661382, 49, 28.849630939422266, 92.33333333333333, 'Low Risk'),
(187342, 97, 15, '32:46.2', 36.104634044577004, 95.34292268920787, 111, 71, 57, 'Male', 56.59125788484499, 1.5853401211353648, 0.065481458, 40, 22.516684672326143, 84.33333333333333, 'High Risk'),
(187343, 86, 18, '31:46.2', 37.483133432855055, 99.93604678, 115, 85, 38, 'Male', 92.90361502356853, 1.8436378855385458, 0.11124804304535066, 30, 27.33262641234296, 95, 'Low Risk'),
(187344, 96, 15, '30:46.2', 37.12928709314993, 97.71593013425863, 115, 75, 69, 'Male', 85.53005849107156, 1.7195015029839713, 0.08001573, 40, 28.927682988615754, 88.33333333333333, 'High Risk'),
(187345, 84, 18, '29:46.2', 37.36094592464721, 97.95334757377846, 131, 84, 53, 'Male', 87.79409846786584, 1.7786989943051519, 0.14911165427919287, 47, 27.749834959680847, 99.66666666666667, 'Low Risk'),
(187346, 96, 13, '28:46.2', 36.32099475180906, 96.35499377035646, 118, 76, 61, 'Female', 87.01854033697695, 1.9348674503468795, 0.099780613, 42, 23.243919181071714, 90, 'High Risk'),
(187347, 71, 13, '27:46.2', 37.123194365332914, 98.84049102902688, 123, 83, 40, 'Female', 89.15664755960083, 1.7846469011946684, 0.098094259, 40, 27.99297945883265, 96.33333333333333, 'Low Risk'),
(187348, 87, 19, '26:46.2', 37.38665937331683, 95.74176732545325, 137, 78, 75, 'Male', 97.32428910343394, 1.5317226386303344, 0.13594407287884003, 59, 41.48212326856774, 97.66666666666666, 'High Risk'),
(187349, 69, 14, '25:46.2', 36.33165061147459, 99.71689270531145, 115, 76, 25, 'Male', 95.18732220649007, 1.6972492815447322, 0.09080958, 39, 33.04363699188427, 89, 'High Risk'),
(187350, 84, 15, '24:46.2', 36.32608849955631, 99.77265505857963, 129, 84, 23, 'Female', 79.39979521504182, 1.940850695568434, 0.14751219565202897, 45, 21.078277955728684, 99, 'Low Risk'),
(187351, 96, 18, '23:46.2', 36.022540216461756, 98.84604250170636, 112, 88, 38, 'Male', 58.74596185241633, 1.9482617731218435, 0.080203716, 24, 15.47687946582225, 96, 'High Risk'),
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(187353, 92, 19, '21:46.2', 36.96989472422323, 99.97527711126098, 138, 70, 25, 'Male', 55.13364364652803, 1.5613247593008435, 0.050927913, 68, 22.616750202925672, 92.66666666666666, 'High Risk'),
(187354, 83, 19, '20:46.2', 36.75718660181228, 97.95932773853433, 130, 85, 41, 'Female', 67.85087795327718, 1.8149801404797627, 0.095964117, 45, 20.597367456860923, 100, 'Low Risk'),
(187355, 87, 12, '19:46.2', 37.38196762380348, 96.71119005181936, 133, 86, 31, 'Female', 97.32737277547449, 1.6351833692489497, 0.059097494377305826, 47, 36.40005814763754, 101.66666666666667, 'High Risk'),
(187356, 85, 13, '18:46.2', 36.73216774302953, 99.51866499981948, 136, 76, 32, 'Female', 68.36583429588458, 1.5985240182164469, 0.1430357099750935, 60, 26.75474314582188, 96, 'Low Risk'),
(187357, 65, 15, '17:46.2', 36.192474165604985, 96.12686625743834, 112, 72, 35, 'Male', 85.67547925779343, 1.9214105833842463, 0.14124926885482086, 40, 23.206849481433725, 85.33333333333333, 'Low Risk'),
(187358, 80, 19, '16:46.2', 36.39742204301423, 98.97698870790465, 111, 77, 67, 'Female', 69.35979576260806, 1.6939780374888533, 0.10200175695842376, 34, 24.17086845885841, 88.33333333333333, 'Low Risk'),
(187359, 75, 18, '15:46.2', 36.12346718717717, 96.32834895190533, 124, 82, 24, 'Female', 86.46663843482395, 1.8191084142107468, 0.080932339, 42, 26.129518681089824, 96, 'Low Risk'),
(187360, 98, 17, '14:46.2', 36.17375873927079, 98.27611250676927, 111, 73, 89, 'Male', 73.77626344, 1.9531282342946739, 0.06253713, 38, 19.33994075121629, 85.66666666666667, 'High Risk'),
(187361, 69, 17, '13:46.2', 37.12482947186861, 95.98166844765768, 133, 78, 65, 'Male', 69.89626934892671, 1.7329959205244363, 0.12578862214100195, 55, 23.273350790152254, 96.33333333333333, 'Low Risk'),
(187362, 64, 18, '12:46.2', 36.65548882, 96.71345622546048, 112, 83, 60, 'Male', 60.080758339754965, 1.7647537880217072, 0.086736175, 29, 19.291551654685563, 92.66666666666667, 'Low Risk'),
(187363, 61, 18, '11:46.2', 36.99101885048913, 98.13415635042824, 111, 89, 66, 'Male', 89.74267474334644, 1.6063571554032843, 0.10120504492134666, 22, 34.77881536850743, 96.33333333333333, 'High Risk'),
(187364, 81, 19, '10:46.2', 37.154468901295836, 96.03968902848428, 122, 86, 88, 'Male', 95.58819374951638, 1.671364031298075, 0.062303135, 36, 34.218593283173604, 98, 'High Risk'),
(187365, 72, 12, '09:46.2', 37.35349498882212, 99.86538214, 115, 73, 41, 'Male', 83.22717201295802, 1.6312185055730102, 0.083171018, 42, 31.27813562925241, 87, 'High Risk'),
(187366, 62, 16, '08:46.2', 36.05308996138596, 95.85577879332554, 133, 85, 70, 'Male', 68.89844465067372, 1.5395916482206005, 0.1211999269638021, 48, 29.066873795503945, 101, 'Low Risk'),
(187367, 71, 16, '07:46.2', 37.20660585, 96.89823390838214, 122, 89, 60, 'Male', 88.39927347215381, 1.7377543826385515, 0.12079141392807856, 33, 29.273315314869603, 100, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(187368, 84, 14, '06:46.2', 36.839672017673614, 99.15590657435624, 118, 83, 59, 'Male', 64.44049904924354, 1.5731798246192805, 0.13532492899239862, 35, 26.03767241961571, 94.66666666666667, 'Low Risk'),
(187369, 97, 12, '05:46.2', 36.64071266652973, 98.13200492286887, 133, 78, 52, 'Male', 53.351284997467964, 1.5994096123703703, 0.123645889, 55, 20.85573407177084, 96.33333333333333, 'High Risk'),
(187370, 73, 15, '04:46.2', 36.04482646444811, 99.34744900252045, 119, 82, 70, 'Male', 64.06467652263633, 1.608045713396729, 0.11081161402829524, 37, 24.775467393778147, 94.33333333333333, 'Low Risk'),
(187371, 86, 18, '03:46.2', 36.60263860982142, 98.48434028871381, 126, 89, 89, 'Male', 69.37899681576957, 1.6171315221791736, 0.072188879, 37, 26.53000491156044, 101.33333333333333, 'Low Risk'),
(187372, 95, 16, '02:46.2', 36.86010901736914, 98.32842860733992, 123, 89, 30, 'Male', 81.84617601375022, 1.6069005159144132, 0.12389221999274946, 34, 31.697164439674335, 100.33333333333333, 'High Risk'),
(187373, 87, 17, '01:46.2', 36.97202900866024, 96.84914773, 134, 89, 52, 'Male', 79.84442501574486, 1.7264554654193625, 0.05519503, 45, 26.787601996738722, 104, 'Low Risk'),
(187374, 80, 15, '00:46.2', 36.150104487858115, 95.17536905908439, 119, 72, 70, 'Male', 56.02190269330578, 1.741363871, 0.063863673, 47, 18.474759581223804, 87.66666666666667, 'High Risk'),
(187375, 80, 15, '59:46.2', 37.498197043572944, 97.20562876, 125, 87, 77, 'Male', 75.83280833, 1.8461545026524355, 0.13241768094568585, 38, 22.249540786545893, 99.66666666666667, 'Low Risk'),
(187376, 68, 14, '58:46.2', 37.281238369492094, 96.36290436276728, 115, 72, 31, 'Female', 60.92801069, 1.862441616765202, 0.13682935507372107, 43, 17.56514193928027, 86.33333333333333, 'High Risk'),
(187377, 91, 18, '57:46.2', 37.47268895988789, 98.16159484375208, 122, 82, 52, 'Female', 94.78827852570744, 1.7246409130439209, 0.14333038668704776, 40, 31.86818040302733, 95.33333333333333, 'High Risk'),
(187378, 93, 14, '56:46.2', 37.411180699542314, 98.76435391207269, 139, 86, 36, 'Male', 75.96391221014602, 1.5036720031337052, 0.14103948182395268, 53, 33.59704614426845, 103.66666666666666, 'High Risk'),
(187379, 63, 17, '55:46.2', 36.64389889944362, 99.77398544253745, 118, 81, 55, 'Female', 72.35803940438944, 1.7366466344622244, 0.063301179, 37, 23.99185747234247, 93.33333333333333, 'Low Risk'),
(187380, 83, 12, '54:46.2', 36.87864306091167, 95.53573724180306, 112, 83, 47, 'Male', 72.44318583345051, 1.9141359570258245, 0.096587878, 29, 19.772062650772956, 92.66666666666667, 'Low Risk'),
(187381, 83, 14, '53:46.2', 36.52849334179681, 96.73299762103883, 131, 86, 66, 'Male', 77.35091879882779, 1.9640913776545368, 0.080638152, 45, 20.051279859494457, 101, 'Low Risk'),
(187382, 87, 14, '52:46.2', 36.06452684765235, 95.40155107962217, 113, 85, 73, 'Female', 54.431229645537634, 1.500681726969755, 0.062011457309442825, 28, 24.169683128053673, 94.33333333333333, 'Low Risk'),
(187383, 64, 14, '51:46.2', 36.34912311823724, 96.15584554673602, 131, 73, 47, 'Male', 79.88868115516281, 1.6291208794924965, 0.12728297773416633, 58, 30.10084116123013, 92.33333333333333, 'High Risk'),
(187384, 77, 13, '50:46.2', 36.69018741343982, 97.81657338344439, 113, 81, 60, 'Female', 77.36223604202218, 1.8866600554732855, 0.12980538819946455, 32, 21.734102187132496, 91.66666666666667, 'Low Risk'),
(187385, 64, 18, '49:46.2', 36.45143077215081, 96.16073134735937, 133, 70, 68, 'Male', 67.29157504835848, 1.6543635514804387, 0.086361447, 63, 24.586617630140132, 91, 'Low Risk'),
(187386, 96, 16, '48:46.2', 36.47007925497314, 96.30986349982193, 112, 82, 28, 'Male', 51.908889175158045, 1.6962884160391212, 0.14574926465179913, 30, 18.04024131990791, 92, 'High Risk'),
(187387, 94, 17, '47:46.2', 36.07379864672488, 96.20582277665446, 111, 78, 45, 'Female', 90.33533294545754, 1.8488899351794745, 0.1074773142533158, 33, 26.426249620753676, 89, 'High Risk'),
(187388, 63, 19, '46:46.2', 37.055658418558174, 99.28943108676276, 114, 73, 33, 'Female', 51.98785338373196, 1.9165990037581075, 0.06194515, 41, 14.152702231193285, 86.66666666666667, 'High Risk'),
(187389, 90, 17, '45:46.2', 36.72325366069713, 99.99892450911764, 121, 73, 71, 'Male', 76.19116229726122, 1.7606596999362616, 0.094373829, 48, 24.57840812345058, 89, 'Low Risk'),
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(187566, 67, 13, '48:46.2', 37.165265818577495, 99.35751806842367, 114, 76, 55, 'Female', 52.759080424094954, 1.690693762, 0.11544424141634411, 38, 18.45726368182651, 88.66666666666667, 'High Risk'),
(187567, 63, 14, '47:46.2', 37.25747881150632, 95.26093592, 117, 84, 55, 'Male', 57.07246391583706, 1.806626380137636, 0.068728425, 33, 17.48597798505921, 95, 'High Risk'),
(187568, 62, 16, '46:46.2', 36.80158983020107, 97.71037647971077, 133, 83, 27, 'Male', 62.86027272372175, 1.8431373173786765, 0.12913960378488637, 50, 18.50379790291197, 99.66666666666666, 'Low Risk'),
(187569, 67, 14, '45:46.2', 36.55700541806207, 96.98117974935462, 128, 78, 46, 'Male', 90.39531579373305, 1.8881377134252966, 0.12840904420346777, 50, 25.35587444, 94.66666666666666, 'Low Risk'),
(187570, 62, 14, '44:46.2', 36.12431523837763, 99.04981239702632, 125, 75, 42, 'Male', 91.00052535627273, 1.9965085581715223, 0.12806899416590678, 50, 22.829770580333392, 91.66666666666666, 'Low Risk'),
(187571, 65, 16, '43:46.2', 36.63616931100713, 96.89685902526145, 117, 74, 86, 'Female', 50.371844361460646, 1.8276305029393967, 0.12557398773333137, 43, 15.08033736324229, 88.33333333333333, 'High Risk'),
(187572, 92, 13, '42:46.2', 37.057781266100996, 95.17910606148484, 124, 74, 82, 'Female', 63.270880589873784, 1.8772640899339117, 0.067981652, 50, 17.95366567283347, 90.66666666666666, 'High Risk'),
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(187576, 66, 18, '38:46.2', 36.98145892826247, 98.79429955666825, 127, 70, 40, 'Male', 73.97532572, 1.5153329710564658, 0.057634682, 57, 32.21593500506306, 89, 'High Risk'),
(187577, 87, 12, '37:46.2', 36.16017004, 99.84577843045096, 118, 76, 83, 'Male', 69.93177030978688, 1.641438539293169, 0.13296285715417605, 42, 25.95525323494946, 90, 'Low Risk'),
(187578, 85, 15, '36:46.2', 37.41709732761736, 95.94047375962553, 112, 75, 81, 'Female', 83.05509777557808, 1.9331801461120925, 0.14376203898522188, 37, 22.22396995802694, 87.33333333333333, 'Low Risk'),
(187579, 94, 19, '35:46.2', 36.12958061776425, 98.35511294, 120, 88, 79, 'Male', 80.13972325, 1.9202152435160853, 0.14025654183670233, 32, 21.73441785709915, 98.66666666666667, 'High Risk'),
(187580, 73, 18, '34:46.2', 36.7336135, 97.40369039348931, 120, 89, 87, 'Male', 70.04590375159506, 1.8253126302254299, 0.062613361, 31, 21.02365519896652, 99.33333333333333, 'Low Risk'),
(187581, 60, 14, '33:46.2', 36.307158604825695, 97.17609514713524, 129, 73, 84, 'Male', 51.47601114300359, 1.8155214302615912, 0.12201610694979716, 56, 15.617162415781173, 91.66666666666666, 'High Risk'),
(187582, 92, 14, '32:46.2', 36.30187776502486, 98.79893388390302, 128, 80, 41, 'Male', 61.54588658889019, 1.8757199146650592, 0.10946093983148825, 48, 17.49294994650688, 96, 'High Risk'),
(187583, 75, 12, '31:46.2', 37.285642605682305, 95.88860694449932, 117, 77, 59, 'Male', 90.42234694725092, 1.6715357516191673, 0.071608132, 40, 32.362676742763455, 90.33333333333333, 'High Risk'),
(187584, 99, 14, '30:46.2', 37.22491710256837, 95.47045516, 129, 80, 39, 'Female', 66.45030388503434, 1.667694937, 0.05564296, 49, 23.892618605460314, 96.33333333333333, 'High Risk'),
(187585, 98, 14, '29:46.2', 36.92162546353053, 97.68309536243834, 136, 74, 64, 'Male', 63.40808640118664, 1.9585792809190317, 0.088927877, 62, 16.529599644468497, 94.66666666666666, 'High Risk'),
(187586, 62, 16, '28:46.2', 36.70468212, 99.66356169681097, 138, 88, 42, 'Male', 99.86744254671844, 1.5490749612467285, 0.11612037271896962, 50, 41.617794364040726, 104.66666666666666, 'High Risk'),
(187587, 78, 15, '27:46.2', 36.27484894238527, 95.17541885, 129, 72, 21, 'Female', 71.49833441668872, 1.551422241192001, 0.11248817127972943, 57, 29.70543376719473, 91, 'Low Risk'),
(187588, 79, 18, '26:46.2', 36.350576372806394, 97.40406941253705, 133, 82, 70, 'Female', 88.78198362944872, 1.784421320879901, 0.12905678864626058, 51, 27.88239251586332, 99, 'Low Risk'),
(187589, 96, 12, '25:46.2', 36.819505855479086, 99.66752913060067, 125, 70, 81, 'Female', 69.1804449, 1.8424528374585845, 0.10853510639581704, 55, 20.379362345338212, 88.33333333333333, 'High Risk'),
(187590, 84, 17, '24:46.2', 37.153764837167365, 95.87505471, 123, 81, 33, 'Male', 72.38451577, 1.5056185924794925, 0.09642572, 42, 31.93123641562225, 95, 'High Risk'),
(187591, 67, 19, '23:46.2', 36.40880301360728, 96.55139757922544, 120, 75, 76, 'Female', 53.40323310475649, 1.938562520145953, 0.087447087, 45, 14.210453138647216, 90, 'High Risk'),
(187592, 93, 18, '22:46.2', 37.22683151911881, 99.27413148251864, 122, 83, 75, 'Male', 54.45797270094373, 1.7762026815800993, 0.083737966, 39, 17.26141631512687, 96, 'High Risk'),
(187593, 82, 18, '21:46.2', 37.118273312356074, 99.26807473384768, 137, 83, 72, 'Male', 64.96687541188605, 1.6479117222113362, 0.082124244, 54, 23.923465661135154, 101, 'Low Risk'),
(187594, 60, 14, '20:46.2', 36.67655393647028, 95.82356267, 127, 88, 45, 'Male', 85.67684945310415, 1.8420178784437855, 0.061704911, 39, 25.250838593949222, 101, 'Low Risk'),
(187595, 95, 17, '19:46.2', 37.18738153429569, 98.46484214116852, 117, 72, 65, 'Male', 69.01773004127662, 1.665164489881756, 0.10678534809908485, 45, 24.891231831127314, 87, 'High Risk'),
(187596, 72, 14, '18:46.2', 36.151564038488765, 99.63362797326369, 139, 77, 38, 'Male', 99.21394962365716, 1.5413047920423057, 0.073628465, 62, 41.76338401348662, 97.66666666666666, 'High Risk'),
(187597, 92, 15, '17:46.2', 36.68637981310551, 95.06176950636073, 137, 88, 48, 'Female', 60.214153094609934, 1.7712603472867448, 0.1297253549418928, 49, 19.192598661076694, 104.33333333333333, 'High Risk'),
(187598, 78, 14, '16:46.2', 37.06207970223384, 99.89052238348064, 115, 89, 31, 'Female', 95.32582412453526, 1.7101484732976617, 0.065677003, 26, 32.59439576855111, 97.66666666666667, 'High Risk'),
(187599, 67, 13, '15:46.2', 36.85551692, 95.99804565692753, 130, 83, 33, 'Male', 76.52968251344788, 1.8247354713560564, 0.066239502, 47, 22.984236551608326, 98.66666666666667, 'Low Risk'),
(187600, 66, 14, '14:46.2', 37.32492695900437, 97.91136618, 120, 81, 64, 'Male', 96.53592937016967, 1.5956485582995814, 0.11664714699990893, 39, 37.91529974010203, 94, 'High Risk'),
(187601, 72, 12, '13:46.2', 36.90291499186023, 98.05481731033314, 114, 80, 58, 'Female', 72.83143779851666, 1.9619752448901608, 0.10181233023988981, 34, 18.920466359055663, 91.33333333333333, 'Low Risk'),
(187602, 70, 15, '12:46.2', 36.38896760835139, 96.55895725982462, 121, 75, 44, 'Female', 63.59860688993294, 1.7332686496593435, 0.066396208, 46, 21.169755345558162, 90.33333333333333, 'Low Risk'),
(187603, 66, 13, '11:46.2', 36.62567034784601, 99.38723159240803, 122, 76, 24, 'Female', 56.89821238365769, 1.8761864393578442, 0.13794840029351363, 46, 16.163917930430813, 91.33333333333333, 'High Risk'),
(187604, 95, 18, '10:46.2', 36.17447531179597, 96.28218988182614, 128, 81, 72, 'Male', 60.67021631367271, 1.7570568845733652, 0.076889291, 47, 19.651870764167096, 96.66666666666667, 'High Risk'),
(187605, 69, 13, '09:46.2', 36.59814620288008, 95.29250291269808, 135, 70, 39, 'Female', 52.65116896271213, 1.5022991486258306, 0.064391314, 65, 23.32894910226954, 91.66666666666666, 'Low Risk'),
(187606, 80, 18, '08:46.2', 36.69835060903264, 95.38865509989978, 122, 87, 48, 'Male', 97.44622491436485, 1.8982819635723787, 0.13440032747827085, 35, 27.04229688901133, 98.66666666666667, 'Low Risk'),
(187607, 66, 12, '07:46.2', 37.19584397481438, 96.40599095274666, 136, 71, 49, 'Female', 74.84936451837837, 1.9437635107647213, 0.12492492030735361, 65, 19.810765957695395, 92.66666666666666, 'Low Risk'),
(187608, 83, 16, '06:46.2', 36.78569446642542, 99.08362724176182, 124, 84, 55, 'Female', 82.89361252010897, 1.778559478701889, 0.11194212485856705, 40, 26.20500698196522, 97.33333333333333, 'Low Risk'),
(187609, 85, 14, '05:46.2', 36.93790521902357, 98.62333604, 114, 80, 41, 'Female', 65.08030869760285, 1.9093228886005083, 0.07051174, 34, 17.852163126781658, 91.33333333333333, 'High Risk'),
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(187611, 88, 15, '03:46.2', 37.01833749102568, 97.18451854574174, 111, 70, 40, 'Male', 82.87400786005885, 1.9275915548501548, 0.091263349, 41, 22.30428533983013, 83.66666666666667, 'Low Risk'),
(187612, 81, 12, '02:46.2', 36.62106003913683, 98.69843382372817, 113, 74, 19, 'Male', 59.79483370759024, 1.6219002693112954, 0.055063564, 39, 22.73083401068197, 87, 'Low Risk'),
(187613, 70, 16, '01:46.2', 36.222368617354924, 97.16889498401409, 121, 72, 56, 'Male', 54.24743382586142, 1.825414854344011, 0.10390264890807474, 49, 16.280061386740602, 88.33333333333333, 'High Risk'),
(187614, 63, 15, '00:46.2', 36.07249622788692, 97.65312612585343, 116, 85, 29, 'Female', 91.19483195535133, 1.5433909273213704, 0.1297262151885497, 31, 38.28409114204796, 95.33333333333333, 'High Risk'),
(187615, 70, 16, '59:46.2', 37.11909085009766, 97.57479888372168, 127, 84, 77, 'Male', 86.75843856906539, 1.8753302014334756, 0.070919454, 43, 24.669266212353055, 98.33333333333333, 'Low Risk'),
(187616, 97, 12, '58:46.2', 36.08098069654141, 95.25567305980788, 128, 81, 88, 'Male', 63.39089132573213, 1.7234208151223223, 0.094927182, 47, 21.342445958647627, 96.66666666666667, 'High Risk'),
(187617, 80, 18, '57:46.2', 37.24490383880264, 97.79709169104855, 121, 86, 20, 'Male', 95.64185810682481, 1.5977878765776066, 0.1468391069479031, 35, 37.46362190491237, 97.66666666666667, 'High Risk'),
(187618, 75, 18, '56:46.2', 36.92276230190568, 98.25736849242507, 123, 71, 85, 'Male', 60.30478557518694, 1.8590562287076025, 0.085038188, 52, 17.44884667417323, 88.33333333333333, 'High Risk'),
(187619, 63, 15, '55:46.2', 37.174308353173174, 98.87789237696408, 122, 83, 82, 'Male', 73.67623764, 1.8503632680075603, 0.093745733, 39, 21.51857176629207, 96, 'Low Risk'),
(187620, 73, 18, '54:46.2', 36.03807854670188, 98.04757897658914, 138, 75, 19, 'Male', 53.952235015656036, 1.6674364734161777, 0.1119882847298772, 63, 19.404874861490654, 96, 'Low Risk'),
(187621, 70, 16, '53:46.2', 37.37006119573208, 96.89758424, 111, 74, 69, 'Male', 65.13977393, 1.9498417293130714, 0.10603244752998137, 37, 17.133556683780693, 86.33333333333333, 'High Risk'),
(187622, 77, 12, '52:46.2', 36.06504046430123, 96.95840008353811, 123, 86, 46, 'Male', 88.80599947070614, 1.7440755180790435, 0.074970609, 37, 29.195218822811523, 98.33333333333333, 'Low Risk'),
(187623, 82, 15, '51:46.2', 37.27753208969363, 98.53244171, 124, 83, 38, 'Female', 97.91434055971655, 1.7728667414112094, 0.11807259930102061, 41, 31.152587010598996, 96.66666666666667, 'High Risk'),
(187624, 91, 12, '50:46.2', 36.407494599665625, 97.78005062526388, 138, 72, 89, 'Male', 51.865146926314004, 1.9011771555915618, 0.061937612, 66, 14.34929083667165, 94, 'High Risk'),
(187625, 78, 16, '49:46.2', 37.052041443297405, 97.72343603615558, 114, 84, 38, 'Female', 76.52128212553866, 1.6151686665070848, 0.075555764, 30, 29.33232418657614, 94, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(187627, 76, 17, '47:46.2', 36.14162775663862, 97.85673652139339, 139, 81, 42, 'Female', 98.08195793606964, 1.6818146472314273, 0.092460533, 58, 34.67630911540139, 100.33333333333333, 'High Risk'),
(187628, 83, 14, '46:46.2', 36.388813022595464, 97.62625875241523, 128, 74, 22, 'Female', 59.13888233388557, 1.9882212306221527, 0.090502352, 54, 14.960416985085953, 92, 'High Risk'),
(187629, 74, 12, '45:46.2', 36.624978109819885, 98.45338875424802, 129, 80, 41, 'Female', 75.29084751112329, 1.8524350056892565, 0.12447603910616091, 49, 21.94099038792792, 96.33333333333333, 'Low Risk'),
(187630, 94, 19, '44:46.2', 36.38760096444172, 95.01532748755753, 111, 81, 54, 'Female', 56.37911125170199, 1.9095244041514492, 0.064075153, 30, 15.46207584353589, 91, 'High Risk'),
(187631, 68, 15, '43:46.2', 36.98473393, 96.03768874901368, 138, 83, 39, 'Female', 96.61720748257392, 1.5034859266336955, 0.13786950865913405, 55, 42.74208921452135, 101.33333333333333, 'High Risk'),
(187632, 77, 16, '42:46.2', 37.27184247, 96.5015421, 131, 77, 30, 'Female', 86.92709213, 1.9820611898304787, 0.093007655, 54, 22.12692359847026, 95, 'Low Risk'),
(187633, 83, 13, '41:46.2', 37.385117299188195, 98.36320261538532, 123, 76, 39, 'Male', 54.62834896531931, 1.7045040719244344, 0.099121836, 47, 18.80277671973818, 91.66666666666667, 'Low Risk'),
(187634, 82, 17, '40:46.2', 36.59571470836259, 99.14041117867002, 134, 86, 83, 'Male', 95.98469215910552, 1.8305658485350573, 0.11828816672064033, 48, 28.643841688360386, 102, 'Low Risk'),
(187635, 60, 13, '39:46.2', 36.42539759798724, 96.00504158280862, 131, 86, 33, 'Female', 62.68125394768493, 1.8175251704432234, 0.054605571440433126, 45, 18.97478256709022, 101, 'Low Risk'),
(187636, 67, 12, '38:46.2', 37.10536414, 95.90489402558994, 121, 70, 76, 'Male', 57.69137196811148, 1.7417366271922534, 0.057772372, 51, 19.01717038452658, 87, 'Low Risk'),
(187637, 79, 15, '37:46.2', 36.242917759120274, 98.31324553677396, 139, 85, 30, 'Male', 52.29360141296405, 1.6026291660425995, 0.10108312379728565, 54, 20.360220076201042, 103, 'Low Risk'),
(187638, 94, 18, '36:46.2', 36.98199577, 98.04252699445975, 131, 83, 53, 'Female', 88.55720334719081, 1.966691326, 0.14958635894772898, 48, 22.895571481824128, 99, 'High Risk'),
(187639, 94, 18, '35:46.2', 36.94503778846371, 99.36576938510524, 119, 82, 59, 'Male', 87.99869674843224, 1.6632027453858595, 0.069509666, 37, 31.811624975197994, 94.33333333333333, 'High Risk'),
(187640, 90, 13, '34:46.2', 36.53302941304504, 96.16758579909975, 112, 77, 66, 'Male', 63.68867391709487, 1.528677520401523, 0.051204958, 35, 27.254012324093264, 88.66666666666667, 'Low Risk'),
(187641, 90, 18, '33:46.2', 36.40249185064138, 97.74222670631595, 132, 75, 27, 'Male', 74.66433251985737, 1.9049390569823519, 0.12992246190813778, 57, 20.575529222086125, 94, 'Low Risk'),
(187642, 88, 19, '32:46.2', 36.604003628087405, 97.14186829053233, 111, 72, 56, 'Male', 58.77689506067495, 1.9178429410603877, 0.064332187, 39, 15.980139404420829, 85, 'High Risk'),
(187643, 88, 17, '31:46.2', 37.42425824803486, 96.86329374718876, 132, 79, 30, 'Female', 97.46803427812638, 1.657513785956866, 0.11932907443397518, 53, 35.477083398625076, 96.66666666666666, 'High Risk'),
(187644, 74, 13, '30:46.2', 36.50009791381203, 97.96581364036486, 132, 83, 81, 'Male', 96.60882290069716, 1.5418344730571771, 0.11039997140642176, 49, 40.63883855102932, 99.33333333333333, 'High Risk'),
(187645, 76, 16, '29:46.2', 36.81484626076173, 98.91710786548016, 122, 73, 71, 'Male', 60.598325170096224, 1.9953259407663508, 0.10717524328808523, 49, 15.220640336345793, 89.33333333333333, 'High Risk'),
(187646, 94, 15, '28:46.2', 36.04303960185377, 99.51230152498466, 118, 87, 79, 'Male', 76.62987431473559, 1.5207573662061291, 0.14731351896914663, 31, 33.13433476432961, 97.33333333333333, 'High Risk'),
(187647, 64, 14, '27:46.2', 36.50842224058432, 99.08667533160798, 111, 81, 45, 'Male', 62.87705017808746, 1.5939431747234376, 0.087147644, 30, 24.74836372223253, 91, 'Low Risk'),
(187648, 93, 16, '26:46.2', 36.46897043266918, 95.56999515082302, 121, 80, 65, 'Male', 65.71887261824108, 1.8380864601003866, 0.14452822475400906, 41, 19.451730005718964, 93.66666666666667, 'High Risk'),
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(187825, 94, 17, '29:46.2', 36.64268208688295, 96.23869654903761, 120, 76, 51, 'Male', 98.38704548226178, 1.7957678080266608, 0.1317328910834824, 44, 30.509673169084362, 90.66666666666667, 'High Risk'),
(187826, 60, 19, '28:46.2', 36.16137403, 98.41807309688934, 132, 72, 86, 'Male', 53.13660623356729, 1.6855955611753175, 0.053732955507674644, 60, 18.70195704902804, 92, 'Low Risk'),
(187827, 76, 13, '27:46.2', 36.57041852269524, 99.71320641536698, 111, 83, 61, 'Female', 89.11398226669945, 1.6607754304200335, 0.098679398, 28, 32.30903814593365, 92.33333333333333, 'High Risk'),
(187828, 63, 18, '26:46.2', 36.77021693521503, 99.93668127922416, 110, 74, 43, 'Male', 59.93010450798664, 1.745043079351261, 0.058371728805288264, 36, 19.68034600430014, 86, 'Low Risk'),
(187829, 70, 16, '25:46.2', 36.03095252012257, 96.64358438667938, 134, 88, 32, 'Female', 68.47918768996853, 1.9278326132127028, 0.1485262194485646, 46, 18.425528521172517, 103.33333333333333, 'High Risk'),
(187830, 79, 19, '24:46.2', 36.146351242150175, 97.86221855, 132, 77, 53, 'Female', 64.53339259882014, 1.7091417721551494, 0.13009492296631014, 55, 22.09165843179212, 95.33333333333333, 'Low Risk'),
(187831, 92, 12, '23:46.2', 37.39678837916138, 98.61600355788592, 116, 89, 88, 'Male', 91.96828996575263, 1.7486607415034603, 0.087293756, 27, 30.07647890609073, 98, 'High Risk'),
(187832, 95, 15, '22:46.2', 36.22360396474049, 99.36229492960285, 114, 82, 36, 'Male', 81.89606791622765, 1.9024899727856313, 0.12000481679293097, 32, 22.62654780526789, 92.66666666666667, 'High Risk'),
(187833, 86, 14, '21:46.2', 36.39764521, 98.08668987, 132, 72, 51, 'Female', 62.28490952440245, 1.9535175847029125, 0.099429023, 60, 16.32105348951813, 92, 'High Risk'),
(187834, 85, 13, '20:46.2', 37.21038513374435, 98.74062654919587, 113, 71, 60, 'Female', 87.32829091114135, 1.8642762685541565, 0.10072139311738151, 42, 25.126640046165768, 85, 'Low Risk'),
(187835, 88, 18, '19:46.2', 37.18741932408273, 99.28905705243862, 123, 77, 44, 'Female', 85.41200794931879, 1.5311697555757375, 0.098538326, 46, 36.43109690064158, 92.33333333333333, 'High Risk'),
(187836, 94, 17, '18:46.2', 37.29945540382171, 98.03113538, 121, 72, 25, 'Male', 76.81231691041492, 1.5507371131087406, 0.1426088856857306, 49, 31.94144089308061, 88.33333333333333, 'High Risk'),
(187837, 78, 18, '17:46.2', 37.38148160274718, 98.20381081871689, 137, 79, 62, 'Male', 69.37728490112573, 1.9743976516665096, 0.074048005, 58, 17.79705112362102, 98.33333333333333, 'High Risk'),
(187838, 92, 19, '16:46.2', 37.11171486889807, 96.41198488358998, 118, 87, 75, 'Male', 57.443447166270175, 1.8380466849928159, 0.093111021, 31, 17.00307294656051, 97.33333333333333, 'High Risk'),
(187839, 97, 15, '15:46.2', 36.20773273980997, 97.01111528510816, 123, 77, 64, 'Female', 93.06078366006386, 1.692883469583831, 0.08588915, 46, 32.472264574758654, 92.33333333333333, 'High Risk'),
(187840, 86, 17, '14:46.2', 37.14446208254108, 97.18936628812017, 124, 81, 42, 'Female', 69.36654443470633, 1.819313436540644, 0.1424625289135459, 43, 20.957284360780125, 95.33333333333333, 'Low Risk'),
(187841, 93, 14, '13:46.2', 36.31093422, 95.04159987182945, 139, 81, 18, 'Male', 83.12257642946648, 1.7272660466867293, 0.14412702409562883, 58, 27.861245290645616, 100.33333333333333, 'High Risk'),
(187842, 75, 12, '12:46.2', 36.172493471112965, 99.68676539161672, 117, 88, 28, 'Female', 71.83356764325303, 1.5975489128405207, 0.1276924342767144, 29, 28.146157162533516, 97.66666666666667, 'Low Risk'),
(187843, 85, 12, '11:46.2', 36.89907337990283, 95.97160257048873, 125, 73, 18, 'Female', 51.37957522576604, 1.9146097364059802, 0.10246252485880578, 52, 14.016190232294765, 90.33333333333333, 'High Risk'),
(187844, 82, 17, '10:46.2', 37.19535448654467, 98.08789408632397, 134, 83, 34, 'Male', 88.09898596487928, 1.8237826549390364, 0.10949406134827544, 51, 26.486510633091708, 100, 'Low Risk'),
(187845, 94, 18, '09:46.2', 36.00204941268572, 95.57873755931593, 121, 84, 33, 'Female', 89.09674153427268, 1.6806919785249423, 0.056488232450186596, 37, 31.54173412347487, 96.33333333333333, 'High Risk'),
(187846, 86, 14, '08:46.2', 37.3702639, 99.75230901137986, 131, 74, 77, 'Male', 64.48029580025919, 1.6255827559251568, 0.070371719, 57, 24.401069043866254, 93, 'Low Risk'),
(187847, 69, 19, '07:46.2', 37.30524551439311, 97.16334016799138, 115, 74, 73, 'Female', 51.96198687885462, 1.652783159138479, 0.10852367434096799, 41, 19.02190423503179, 87.66666666666667, 'Low Risk'),
(187848, 80, 19, '06:46.2', 36.72943958872069, 97.12394118911787, 120, 87, 53, 'Female', 95.63851232822876, 1.9260005710799244, 0.10848162481147908, 33, 25.78220093957694, 98, 'Low Risk'),
(187849, 76, 14, '05:46.2', 36.93153133190223, 95.90263642401185, 132, 75, 84, 'Male', 52.387621779309775, 1.8973072399515618, 0.062263888127289814, 57, 14.553027684143174, 94, 'High Risk'),
(187850, 69, 19, '04:46.2', 37.35693734209683, 97.40597257617591, 128, 80, 76, 'Male', 88.66268066601664, 1.5816651897231955, 0.12174748806483059, 48, 35.44147147325062, 96, 'High Risk'),
(187851, 98, 14, '03:46.2', 37.33712406337126, 97.91691274950337, 113, 81, 76, 'Female', 75.17012465439093, 1.789809121976858, 0.063302425, 32, 23.46560933394401, 91.66666666666667, 'High Risk'),
(187852, 87, 16, '02:46.2', 36.59851156158673, 99.73801946384803, 139, 75, 47, 'Female', 67.71466093579062, 1.7490308542723279, 0.1289931738547509, 64, 22.135419987667607, 96.33333333333333, 'Low Risk'),
(187853, 86, 15, '01:46.2', 36.602082361313535, 98.36659589204277, 124, 86, 24, 'Female', 89.06311216958925, 1.7845749158785713, 0.096689899, 38, 27.965867673346846, 98.66666666666667, 'Low Risk'),
(187854, 99, 12, '00:46.2', 36.89232216152577, 98.78704921353305, 117, 81, 52, 'Male', 64.48284922597972, 1.8092304320142178, 0.12250764566541616, 36, 19.699556574965264, 93, 'High Risk'),
(187855, 86, 13, '59:46.2', 36.264025978673814, 95.32249474, 134, 78, 88, 'Female', 88.82109144642838, 1.916552826647683, 0.1056060615589002, 56, 24.181014462427154, 96.66666666666666, 'Low Risk'),
(187856, 65, 14, '58:46.2', 36.76230906377786, 98.46490168206188, 112, 84, 65, 'Male', 65.22186438639146, 1.5178358166474295, 0.091707328, 28, 28.310244204470095, 93.33333333333333, 'Low Risk'),
(187857, 97, 19, '57:46.2', 36.73835213548967, 96.35400029307108, 127, 76, 83, 'Female', 90.98304810151049, 1.5390967935647393, 0.059853884635197634, 51, 38.40861223, 93, 'High Risk'),
(187858, 93, 15, '56:46.2', 36.09966045, 95.85583032865745, 135, 86, 70, 'Male', 65.64848966907522, 1.9144802723736425, 0.10152409260889927, 49, 17.91112842806942, 102.33333333333333, 'High Risk'),
(187859, 73, 14, '55:46.2', 36.07145544414658, 96.86862884689005, 134, 79, 35, 'Male', 68.71513590113925, 1.7458304743300572, 0.14498550694772433, 55, 22.54489773510604, 97.33333333333333, 'Low Risk'),
(187860, 78, 16, '54:46.2', 36.671070095968744, 99.37307516254475, 119, 86, 55, 'Male', 63.97386324, 1.9569069103808052, 0.11024685074274765, 33, 16.70560636561161, 97, 'High Risk'),
(187861, 75, 19, '53:46.2', 36.928804586456685, 99.28494692319207, 113, 77, 59, 'Female', 80.02218124921245, 1.827767587797094, 0.068644452, 36, 23.95347033, 89, 'Low Risk'),
(187862, 67, 12, '52:46.2', 36.59717212945606, 95.18773359551346, 115, 83, 36, 'Male', 77.25090906220679, 1.8152983119486925, 0.13407582599740642, 32, 23.442697911073623, 93.66666666666667, 'Low Risk'),
(187863, 87, 15, '51:46.2', 37.43760525247789, 95.01837226140597, 137, 80, 48, 'Male', 69.36380386839181, 1.9881362033607628, 0.10998372233982462, 57, 17.548525619060403, 99, 'High Risk'),
(187864, 84, 18, '50:46.2', 36.91301629957721, 95.68930643047834, 134, 86, 82, 'Female', 65.3296039, 1.6883152368162038, 0.079402802, 48, 22.91938421897756, 102, 'Low Risk'),
(187865, 88, 13, '49:46.2', 37.300935896398464, 95.05246879160565, 122, 88, 66, 'Female', 71.70149173881683, 1.7163134954628012, 0.053777296, 34, 24.34080608175442, 99.33333333333333, 'Low Risk'),
(187866, 82, 12, '48:46.2', 37.243545849435485, 98.33933651196243, 111, 82, 30, 'Female', 52.674044803855224, 1.8984433683734503, 0.13185478839296016, 29, 14.615086024794547, 91.66666666666667, 'High Risk'),
(187867, 82, 17, '47:46.2', 36.06454703389438, 99.41981113328417, 121, 72, 24, 'Female', 62.39469085633326, 1.5643231288699773, 0.13188133755463796, 49, 25.49732996646209, 88.33333333333333, 'Low Risk'),
(187868, 95, 18, '46:46.2', 36.730051100057906, 96.79682318186282, 128, 75, 88, 'Male', 64.21567712036074, 1.733309433146454, 0.096569664, 53, 21.37415060556994, 92.66666666666666, 'High Risk'),
(187869, 79, 19, '45:46.2', 37.38608557888954, 99.52844317632903, 127, 80, 74, 'Female', 79.04791248374579, 1.9771128807445209, 0.081407188, 47, 20.222156842492545, 95.66666666666667, 'Low Risk'),
(187870, 87, 16, '44:46.2', 36.27150728846397, 98.14176740079581, 111, 84, 18, 'Male', 87.95416824264998, 1.9945780838748195, 0.13616980062728112, 27, 22.108248650509502, 93, 'Low Risk'),
(187871, 90, 15, '43:46.2', 36.236583022058724, 99.35274298218945, 135, 85, 24, 'Female', 51.545231892524185, 1.9305218789674718, 0.087872315, 50, 13.830536970535052, 101.66666666666666, 'High Risk'),
(187872, 77, 16, '42:46.2', 36.66373343464254, 99.80364045649137, 117, 83, 80, 'Female', 54.70506339314781, 1.776748829581854, 0.10615571559969011, 34, 17.329077722834768, 94.33333333333333, 'High Risk'),
(187873, 69, 15, '41:46.2', 36.880947705693494, 98.86507045117503, 112, 70, 27, 'Female', 60.75711491065198, 1.832630506793154, 0.064041965, 42, 18.090364581398656, 84, 'High Risk'),
(187874, 92, 13, '40:46.2', 37.44748617890695, 97.79237425477918, 135, 74, 40, 'Female', 86.84675786308864, 1.6257084679357243, 0.14920114684662616, 61, 32.860054120496876, 94.33333333333333, 'High Risk'),
(187875, 98, 13, '39:46.2', 36.00033896761601, 98.35880879, 128, 84, 73, 'Male', 99.10394735435403, 1.5050767693089724, 0.10672046132953145, 44, 43.74955580657248, 98.66666666666667, 'High Risk'),
(187876, 70, 12, '38:46.2', 36.25870172583796, 96.96105346943874, 126, 75, 45, 'Male', 99.23915974903929, 1.6343622256158543, 0.14973048768581546, 51, 37.152363425127064, 92, 'High Risk'),
(187877, 71, 16, '37:46.2', 36.74057662829807, 98.41192843390138, 121, 83, 55, 'Female', 95.18406980540956, 1.5005030868101419, 0.085545227, 38, 42.27566849420647, 95.66666666666667, 'High Risk'),
(187878, 62, 16, '36:46.2', 36.88273307012099, 99.22432134979636, 139, 80, 20, 'Female', 98.99520174028474, 1.8993591567574644, 0.1276044499233961, 59, 27.44100136175035, 99.66666666666666, 'Low Risk'),
(187879, 80, 17, '35:46.2', 36.874257437693174, 95.64420201551793, 116, 76, 80, 'Male', 81.65099235088326, 1.9502200426239606, 0.085313141, 40, 21.468130989168426, 89.33333333333333, 'Low Risk'),
(187880, 83, 12, '34:46.2', 37.226452349586474, 96.95255705579748, 112, 81, 52, 'Female', 82.98983551785247, 1.9551136396680804, 0.071848852, 31, 21.711053261360423, 91.33333333333333, 'Low Risk'),
(187881, 63, 17, '33:46.2', 37.126245132611885, 99.72574969844263, 114, 80, 36, 'Male', 78.80689175345924, 1.7796398594340372, 0.053204701, 34, 24.882840179851346, 91.33333333333333, 'Low Risk'),
(187882, 75, 16, '32:46.2', 36.350815938946546, 96.21543723532697, 124, 78, 63, 'Female', 50.25388446444206, 1.5895411538788164, 0.095843269, 46, 19.889601599820505, 93.33333333333333, 'Low Risk'),
(187883, 77, 16, '31:46.2', 36.5865727, 97.13571862, 120, 86, 24, 'Female', 95.05396349849737, 1.9346076275545667, 0.12540064335505596, 34, 25.397118132332874, 97.33333333333333, 'Low Risk'),
(187884, 91, 12, '30:46.2', 37.073539604757755, 97.85268090688463, 134, 72, 18, 'Female', 54.79023659176829, 1.7825603814064825, 0.11961909063457939, 62, 17.243073370675987, 92.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(187885, 80, 12, '29:46.2', 36.744976326484334, 98.60405444, 131, 71, 32, 'Female', 91.7628406, 1.7329061444973883, 0.061296649, 60, 30.55742579535127, 91, 'High Risk'),
(187886, 65, 19, '28:46.2', 36.10637145512076, 95.13290945793949, 121, 71, 81, 'Female', 84.42622145347357, 1.8956728920644357, 0.12283057366581092, 50, 23.493653168743307, 87.66666666666666, 'Low Risk'),
(187887, 67, 12, '27:46.2', 36.381712767968274, 99.39899672613421, 110, 71, 31, 'Female', 61.28004718340042, 1.6428328920248614, 0.087971024, 39, 22.705564934417342, 84, 'Low Risk'),
(187888, 96, 16, '26:46.2', 36.07037986621344, 98.88578951, 127, 77, 74, 'Male', 86.24469615195468, 1.7594373800758412, 0.12318197494049887, 50, 27.860234490592727, 93.66666666666666, 'High Risk'),
(187889, 87, 18, '25:46.2', 37.06252349279256, 96.43507672392035, 125, 77, 29, 'Female', 57.94294944370909, 1.628733874129209, 0.071730607, 48, 21.842399212551683, 93, 'Low Risk'),
(187890, 89, 14, '24:46.2', 36.65777865, 95.49158688711225, 117, 78, 75, 'Female', 61.48630990059788, 1.5189070743572726, 0.10556885253681486, 39, 26.65115407047202, 91, 'Low Risk'),
(187891, 95, 13, '23:46.2', 37.04473377698651, 97.72039968069622, 139, 70, 37, 'Male', 51.12043903634019, 1.838377585931916, 0.064266482, 69, 15.126036441475382, 93, 'High Risk'),
(187892, 82, 16, '22:46.2', 36.93464994853003, 96.27001550255713, 131, 74, 36, 'Female', 58.21408692076264, 1.7605612537208435, 0.051678395645663205, 57, 18.781306950073244, 93, 'Low Risk'),
(187893, 66, 16, '21:46.2', 36.48655100709311, 98.61700499071507, 119, 80, 34, 'Male', 89.35474646533561, 1.559620378684683, 0.14729877368387229, 39, 36.73498141152676, 93, 'High Risk'),
(187894, 88, 16, '20:46.2', 36.01292886599587, 96.49517659518092, 120, 86, 69, 'Female', 90.73403926549035, 1.9450337970083336, 0.11991375525113236, 34, 23.98368662, 97.33333333333333, 'Low Risk'),
(187895, 75, 16, '19:46.2', 37.307230496172885, 96.53099366231595, 132, 81, 29, 'Female', 50.16150597441709, 1.7235442673534902, 0.082856594, 51, 16.885957119975235, 98, 'High Risk'),
(187896, 88, 14, '18:46.2', 36.42108981208912, 98.77242231138015, 125, 70, 28, 'Female', 94.44015897358338, 1.5841948499324774, 0.12962687538684675, 55, 37.63045896249495, 88.33333333333333, 'High Risk'),
(187897, 85, 13, '17:46.2', 37.221329848774566, 95.11642145941438, 118, 73, 35, 'Female', 89.79527888360407, 1.7728012540696652, 0.077968385, 45, 28.571523795107385, 88, 'Low Risk'),
(187898, 69, 19, '16:46.2', 36.929794953115945, 96.13270603179076, 121, 72, 63, 'Female', 65.03737565607665, 1.6894869407198445, 0.065219049, 49, 22.785225460441225, 88.33333333333333, 'Low Risk'),
(187899, 62, 16, '15:46.2', 36.206022969762024, 96.57760741921925, 118, 71, 82, 'Female', 51.987087639275536, 1.6802465873851524, 0.097376788, 47, 18.41405536272765, 86.66666666666667, 'High Risk'),
(187900, 96, 14, '14:46.2', 36.497959349483764, 97.53373589102422, 116, 84, 22, 'Female', 90.73014861744821, 1.5458002722237523, 0.075607965, 32, 37.97037299, 94.66666666666667, 'High Risk'),
(187901, 89, 16, '13:46.2', 36.84632338554581, 99.25156225627856, 113, 75, 58, 'Male', 70.53950702945065, 1.519852387250129, 0.1429005636850587, 38, 30.53722720033918, 87.66666666666667, 'High Risk'),
(187902, 73, 18, '12:46.2', 37.24524710259734, 97.73778778862697, 139, 76, 41, 'Male', 93.47803637710379, 1.8505088906480123, 0.12134806975909157, 63, 27.297773690390112, 97, 'Low Risk'),
(187903, 61, 14, '11:46.2', 37.146358375451754, 97.96827421375228, 113, 86, 72, 'Male', 53.52328454047664, 1.742132048606468, 0.076137463, 27, 17.63520921801096, 95, 'High Risk'),
(187904, 62, 17, '10:46.2', 36.73705099385571, 99.08967210054897, 112, 83, 31, 'Female', 87.80647422982751, 1.6491728684970102, 0.11726649620280155, 29, 32.28450828438319, 92.66666666666667, 'High Risk'),
(187905, 73, 14, '09:46.2', 37.45664194925853, 98.23624336713459, 116, 88, 55, 'Male', 75.28071190877641, 1.5917560911697433, 0.13884062285634577, 28, 29.711917228221978, 97.33333333333333, 'Low Risk'),
(187906, 70, 18, '08:46.2', 36.457784698694255, 97.59060246323321, 112, 83, 55, 'Female', 75.32548006560991, 1.717599054594738, 0.077432152, 29, 25.53279294788048, 92.66666666666667, 'Low Risk'),
(187907, 98, 16, '07:46.2', 37.10627355135735, 98.97632574694894, 133, 85, 35, 'Male', 77.20404636582356, 1.9073603976417142, 0.055248776, 48, 21.22142487760139, 101, 'High Risk'),
(187908, 93, 12, '06:46.2', 36.095128862854494, 98.25455392709121, 126, 76, 86, 'Male', 93.64513822029593, 1.7521510569268166, 0.069946781, 50, 30.502971227830045, 92.66666666666666, 'High Risk'),
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(188085, 87, 15, '09:46.2', 37.45697510933916, 97.63266777, 110, 77, 33, 'Female', 74.02679107, 1.841819260453835, 0.087947053, 33, 21.82201769039575, 88, 'Low Risk'),
(188086, 62, 19, '08:46.2', 36.690454209053705, 99.87026547637365, 115, 82, 82, 'Male', 90.21822222597729, 1.8985299872130048, 0.11786918710191004, 33, 25.029913143749592, 93, 'Low Risk'),
(188087, 77, 13, '07:46.2', 36.506066, 99.90422598975027, 120, 76, 38, 'Male', 99.86867046630017, 1.9341804246458643, 0.13222462146430436, 44, 26.69533044248512, 90.66666666666667, 'Low Risk'),
(188088, 60, 18, '06:46.2', 36.69513744110845, 99.85624009765121, 135, 72, 35, 'Female', 60.88441579536017, 1.9664645035000574, 0.1196382874173078, 63, 15.744682975832731, 93, 'High Risk'),
(188089, 60, 15, '05:46.2', 36.74011019682173, 97.7875638, 131, 85, 37, 'Male', 66.23681717248195, 1.545585841188101, 0.054041433, 46, 27.727658354121402, 100.33333333333333, 'Low Risk'),
(188090, 81, 14, '04:46.2', 36.84509777832118, 97.54237364064971, 129, 76, 39, 'Male', 93.63600305613052, 1.5932790062375917, 0.13231855947543675, 53, 36.88579937020407, 93.66666666666666, 'High Risk'),
(188091, 83, 14, '03:46.2', 36.580711531307166, 97.56285607678763, 129, 79, 59, 'Male', 83.34239664332566, 1.6387735402775152, 0.079268091, 50, 31.033309929460465, 95.66666666666666, 'High Risk'),
(188092, 80, 16, '02:46.2', 37.25745766, 99.02841509531854, 112, 72, 50, 'Female', 97.36209838275735, 1.7338618196490039, 0.1099759155389736, 40, 32.386271972915225, 85.33333333333333, 'High Risk'),
(188093, 61, 18, '01:46.2', 37.44894224529905, 98.31998900439324, 123, 77, 40, 'Male', 87.97506599903585, 1.771331297772868, 0.087516709, 46, 28.03883782896285, 92.33333333333333, 'Low Risk'),
(188094, 89, 19, '00:46.2', 36.60758898664586, 99.41199339191493, 120, 77, 32, 'Male', 87.49144776994356, 1.867001124985485, 0.13489873090399918, 43, 25.100157338129208, 91.33333333333333, 'Low Risk'),
(188095, 96, 12, '59:46.2', 37.10679442104117, 96.31433815095602, 127, 87, 51, 'Female', 62.99123154434647, 1.6287079058563676, 0.083359494, 40, 23.746176439948936, 100.33333333333333, 'High Risk'),
(188096, 96, 17, '58:46.2', 36.831586788908126, 97.44310598, 132, 72, 29, 'Male', 70.33593326804123, 1.624278799965942, 0.065398361, 60, 26.65975183784209, 92, 'High Risk'),
(188097, 93, 14, '57:46.2', 37.20406954710822, 95.59682458489317, 136, 89, 38, 'Female', 83.55514137287842, 1.9357779484427042, 0.12934858411679673, 47, 22.29780442140918, 104.66666666666667, 'High Risk'),
(188098, 63, 12, '56:46.2', 36.23725845529292, 98.59129134148917, 136, 83, 82, 'Female', 77.32932792728813, 1.6268434136879013, 0.084245358, 53, 29.218150981566488, 100.66666666666666, 'Low Risk'),
(188099, 71, 17, '55:46.2', 36.25452998815938, 99.01779994, 137, 72, 86, 'Male', 99.21364763480688, 1.7316551251664278, 0.063801347, 65, 33.08633112032663, 93.66666666666666, 'High Risk'),
(188100, 88, 19, '54:46.2', 37.42495282510213, 97.94149025810638, 114, 71, 35, 'Female', 87.57067249, 1.6710490846899104, 0.12221927968981434, 43, 31.36030451514683, 85.33333333333333, 'High Risk'),
(188101, 83, 19, '53:46.2', 36.11082036679345, 97.64265251983058, 136, 88, 83, 'Male', 98.95596777143396, 1.6630502066406192, 0.14105186344229614, 48, 35.779253022022836, 104, 'High Risk'),
(188102, 61, 15, '52:46.2', 37.217064230320496, 98.50273326229897, 129, 89, 47, 'Male', 63.67881454145899, 1.6229252421602252, 0.126860643, 40, 24.17675111, 102.33333333333333, 'Low Risk'),
(188103, 82, 16, '51:46.2', 36.63653662585542, 95.75497179602739, 137, 82, 57, 'Male', 88.43719391605262, 1.887573996892809, 0.10729107681778585, 55, 24.82144051980298, 100.33333333333333, 'Low Risk'),
(188104, 85, 16, '50:46.2', 36.41651371282963, 97.92023796654712, 127, 89, 64, 'Female', 62.01041032515738, 1.7617827876291845, 0.054289024, 38, 19.97836207551056, 101.66666666666667, 'Low Risk'),
(188105, 74, 14, '49:46.2', 36.825062400131124, 98.31992198180087, 114, 80, 43, 'Male', 73.40506838979097, 1.5586197014043188, 0.084118211, 34, 30.216608975317524, 91.33333333333333, 'High Risk'),
(188106, 61, 16, '48:46.2', 36.47819351114763, 96.39240992555017, 117, 80, 89, 'Female', 64.72710320228292, 1.9151277914225107, 0.062433913, 37, 17.647803271679837, 92.33333333333333, 'High Risk'),
(188107, 80, 17, '47:46.2', 37.12211303686148, 96.34624065082151, 115, 75, 51, 'Male', 71.65024722856329, 1.6859250698412933, 0.11903557729544598, 40, 25.20816053149513, 88.33333333333333, 'Low Risk'),
(188108, 97, 18, '46:46.2', 36.861068957117084, 98.49989296, 122, 70, 38, 'Male', 53.49977783984261, 1.8560263300862556, 0.081762807, 52, 15.530438305366735, 87.33333333333333, 'High Risk'),
(188109, 71, 19, '45:46.2', 37.46955287540288, 99.23567352541092, 138, 86, 51, 'Female', 53.526861779878686, 1.5353990609052948, 0.1424927068842749, 52, 22.705404359791597, 103.33333333333333, 'Low Risk'),
(188110, 98, 15, '44:46.2', 36.40701777522913, 96.4317092, 124, 87, 48, 'Male', 57.77571215047976, 1.5602980674586517, 0.13356534729461558, 37, 23.731771940713354, 99.33333333333333, 'High Risk'),
(188111, 74, 16, '43:46.2', 37.108644449484096, 98.87900309, 130, 86, 80, 'Male', 64.30012727725264, 1.5371249456009712, 0.068097293, 44, 27.21406960426811, 100.66666666666667, 'Low Risk'),
(188112, 70, 12, '42:46.2', 36.53481821, 98.53395332751603, 121, 80, 35, 'Male', 76.89319735228354, 1.704662039699219, 0.082219705, 41, 26.46130993863986, 93.66666666666667, 'Low Risk'),
(188113, 82, 17, '41:46.2', 36.89533131694212, 98.51407102978544, 111, 83, 60, 'Female', 64.10856759450036, 1.6035619367853173, 0.051738157, 28, 24.93128109778564, 92.33333333333333, 'Low Risk'),
(188114, 77, 18, '40:46.2', 36.759689220059634, 99.71524481691029, 126, 75, 47, 'Male', 80.74292651, 1.6446081734276916, 0.098261152, 51, 29.85242374690285, 92, 'Low Risk'),
(188115, 75, 13, '39:46.2', 37.18498063924979, 97.17083018938777, 123, 79, 54, 'Male', 80.82231422221933, 1.8903552441520366, 0.14442760743447697, 44, 22.617491134909823, 93.66666666666667, 'Low Risk'),
(188116, 97, 13, '38:46.2', 36.79827327712011, 96.99672983, 110, 77, 66, 'Female', 77.34713322730738, 1.9164289015274476, 0.13593110599469654, 33, 21.060020915520642, 88, 'High Risk'),
(188117, 98, 16, '37:46.2', 37.34501918909459, 99.65370890990955, 117, 82, 81, 'Male', 86.99427757469505, 1.9918636488391976, 0.05694691, 35, 21.926609098532175, 93.66666666666667, 'High Risk'),
(188118, 77, 17, '36:46.2', 36.62145354226003, 96.12739358, 129, 75, 69, 'Male', 72.72167114706237, 1.881340850945051, 0.11728212941618149, 54, 20.546075464794907, 93, 'Low Risk'),
(188119, 67, 12, '35:46.2', 37.14272720871253, 97.83438048972994, 131, 85, 42, 'Male', 78.40219993562033, 1.6944121542499861, 0.1120029284532102, 46, 27.308015012717096, 100.33333333333333, 'Low Risk'),
(188120, 86, 17, '34:46.2', 37.3440271, 96.56636208508846, 118, 77, 41, 'Male', 93.75827796524307, 1.7039639502163133, 0.058983935, 41, 32.29154446970925, 90.66666666666667, 'High Risk'),
(188121, 98, 18, '33:46.2', 36.446878428946256, 98.66148654125703, 112, 77, 43, 'Male', 60.62141916843898, 1.9085256359837097, 0.068451966, 35, 16.642942138376007, 88.66666666666667, 'High Risk'),
(188122, 93, 15, '32:46.2', 36.271990741768846, 95.40678506, 122, 86, 43, 'Male', 73.64012617581099, 1.7455555443688775, 0.086202704, 36, 24.168359831518703, 98, 'High Risk'),
(188123, 62, 18, '31:46.2', 37.180772060872116, 99.51780965, 128, 72, 52, 'Female', 97.72424219148365, 1.7331281237208755, 0.052924099, 56, 32.53426291825584, 90.66666666666666, 'High Risk'),
(188124, 97, 12, '30:46.2', 36.05867169312893, 95.76453068554869, 119, 88, 65, 'Male', 55.553842676530635, 1.5525546251434812, 0.094657977, 31, 23.047314379164206, 98.33333333333333, 'High Risk'),
(188125, 74, 13, '29:46.2', 37.010869816312436, 98.34078073567277, 117, 75, 18, 'Female', 57.79395151211874, 1.8851614430558445, 0.079782624, 42, 16.262424451315766, 89, 'High Risk'),
(188126, 62, 18, '28:46.2', 36.47054661468977, 98.99397706694667, 121, 88, 46, 'Female', 59.425582577098226, 1.7814748350803167, 0.14072583102117242, 33, 18.724665327684747, 99, 'Low Risk'),
(188127, 76, 18, '27:46.2', 36.113223768454326, 98.03205936822961, 131, 73, 47, 'Female', 92.57055758026436, 1.6785845277633578, 0.14409756594215917, 58, 32.85386348277626, 92.33333333333333, 'High Risk'),
(188128, 78, 16, '26:46.2', 37.02901420022115, 99.88929479933617, 122, 89, 69, 'Male', 63.45623131459138, 1.618433777, 0.099806327, 33, 24.226150361983617, 100, 'Low Risk'),
(188129, 67, 18, '25:46.2', 36.97614521790354, 96.18544777, 123, 73, 48, 'Female', 93.75178889944061, 1.7437827473203258, 0.067314151, 50, 30.831511073644627, 89.66666666666666, 'High Risk'),
(188130, 82, 12, '24:46.2', 36.85854922266128, 98.29067728001462, 120, 87, 71, 'Female', 73.86047430857508, 1.5761235573577435, 0.14614723115784345, 33, 29.732509874358243, 98, 'Low Risk'),
(188131, 84, 15, '23:46.2', 36.80019414924506, 96.84310227829249, 133, 77, 87, 'Male', 58.60585484937131, 1.6635008408586414, 0.10111461093760829, 56, 21.17848821751709, 95.66666666666666, 'Low Risk'),
(188132, 70, 17, '22:46.2', 37.061534713329955, 96.92641938133434, 135, 80, 26, 'Female', 54.61094630873477, 1.9903341893786446, 0.11819309199946795, 55, 13.785664205284712, 98.33333333333333, 'High Risk'),
(188133, 95, 16, '21:46.2', 36.350572774549114, 95.51337798474991, 112, 72, 70, 'Female', 94.26061695872355, 1.7744866559775354, 0.14048902275198127, 40, 29.935381852878812, 85.33333333333333, 'High Risk'),
(188134, 64, 16, '20:46.2', 36.56760997340329, 96.29741871427905, 110, 87, 38, 'Male', 94.03415874478821, 1.6182572286941632, 0.050915662, 23, 35.90794342467095, 94.66666666666667, 'High Risk'),
(188135, 81, 19, '19:46.2', 37.21121581654771, 98.03648253425031, 138, 88, 34, 'Female', 72.94347226, 1.844807034484003, 0.1006592650842573, 50, 21.433077821404343, 104.66666666666666, 'Low Risk'),
(188136, 97, 15, '18:46.2', 36.13041699, 99.52968345931703, 115, 75, 82, 'Male', 86.67336317732757, 1.7396030015595452, 0.14174175147501922, 40, 28.640813684247167, 88.33333333333333, 'High Risk'),
(188137, 93, 14, '17:46.2', 36.528744801938274, 97.89108701842738, 133, 78, 41, 'Male', 69.07368376602614, 1.9630815055441664, 0.078536346, 55, 17.924042083431605, 96.33333333333333, 'High Risk'),
(188138, 89, 18, '16:46.2', 36.50027969518668, 98.18224808241688, 123, 74, 32, 'Female', 56.16152774516381, 1.984291488985616, 0.062526544, 49, 14.263561337123294, 90.33333333333333, 'High Risk'),
(188139, 81, 16, '15:46.2', 36.47653146669152, 96.37295366, 114, 83, 89, 'Female', 77.08541531449997, 1.7467093814557344, 0.06669907, 31, 25.265675324935142, 93.33333333333333, 'Low Risk'),
(188140, 79, 15, '14:46.2', 37.14726597615057, 95.90015566775168, 114, 80, 25, 'Female', 92.66746370016892, 1.5349503607231616, 0.10567090779136794, 34, 39.33132761, 91.33333333333333, 'High Risk'),
(188141, 82, 15, '13:46.2', 36.284533680955505, 96.58141380852628, 127, 89, 28, 'Female', 88.67498281671817, 1.7950670784026768, 0.12449785937524906, 38, 27.519449940277056, 101.66666666666667, 'Low Risk'),
(188142, 67, 15, '12:46.2', 37.08621579802805, 96.24885677895055, 137, 76, 75, 'Male', 76.93323777778639, 1.5095824060277687, 0.10034218717021208, 61, 33.75983841224512, 96.33333333333333, 'High Risk'),
(188143, 79, 15, '11:46.2', 37.42672619, 98.40052438020915, 123, 78, 27, 'Male', 99.55592133982626, 1.691183054473885, 0.13736435992086724, 45, 34.80854411825819, 93, 'High Risk'),
(188144, 64, 12, '10:46.2', 36.814979836832045, 96.84417117, 120, 87, 56, 'Female', 56.116536617231105, 1.6679965790299014, 0.14696281765985947, 33, 20.16975154, 98, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(188145, 79, 16, '09:46.2', 36.39195063073778, 98.18768089648923, 130, 76, 66, 'Female', 60.97636404153446, 1.9073822033924586, 0.091637137, 54, 16.760465325357618, 94, 'High Risk'),
(188146, 93, 18, '08:46.2', 36.475374987021915, 96.57728867091906, 114, 83, 62, 'Female', 85.10519498326572, 1.6584753924474516, 0.069945997, 31, 30.94126083320016, 93.33333333333333, 'High Risk'),
(188147, 60, 18, '07:46.2', 36.569671485106106, 95.82842672056296, 133, 79, 54, 'Male', 75.26242202281462, 1.7004133896005635, 0.08621103, 54, 26.02969971979113, 97, 'Low Risk'),
(188148, 60, 14, '06:46.2', 37.114303500780245, 98.45718130676887, 114, 78, 21, 'Female', 84.24613197027139, 1.5321775381124987, 0.064331734, 36, 35.88655650125551, 90, 'High Risk'),
(188149, 63, 18, '05:46.2', 36.50237109902731, 95.61863931, 124, 75, 54, 'Female', 88.91336847167733, 1.5585119100941514, 0.077672074, 49, 36.60553956846178, 91.33333333333333, 'High Risk'),
(188150, 65, 18, '04:46.2', 36.700938865628714, 99.68036586580519, 135, 71, 58, 'Female', 86.83793028996095, 1.6158478828956149, 0.094119085, 64, 33.258948660214415, 92.33333333333333, 'High Risk'),
(188151, 62, 13, '03:46.2', 36.24242377393996, 96.59348495306403, 130, 86, 85, 'Female', 74.98287548901305, 1.9305734163374955, 0.098244879, 44, 20.118215113683416, 100.66666666666667, 'Low Risk'),
(188152, 95, 14, '02:46.2', 37.337869231875175, 98.43298989, 139, 71, 45, 'Male', 61.55305416406199, 1.9555528188057787, 0.13225529276563958, 68, 16.09572359991319, 93.66666666666666, 'High Risk'),
(188153, 93, 17, '01:46.2', 37.318128470577534, 95.59181957864497, 131, 85, 77, 'Female', 71.91189036489307, 1.5056946563459734, 0.12137865790378051, 46, 31.71954048041454, 100.33333333333333, 'High Risk'),
(188154, 80, 13, '00:46.2', 36.35304702083741, 95.37638081095567, 124, 81, 70, 'Male', 90.51773844199826, 1.6532125861161688, 0.12436219104810933, 43, 33.11892935517816, 95.33333333333333, 'High Risk'),
(188155, 83, 15, '59:46.2', 36.92303430717363, 99.93290041684448, 126, 87, 47, 'Male', 90.67387320729016, 1.6729985211377896, 0.065825166, 39, 32.395974857292046, 100, 'High Risk'),
(188156, 91, 13, '58:46.2', 37.36592709050714, 96.03436595092033, 113, 70, 22, 'Female', 83.39126330633295, 1.8596161163138512, 0.14504380354705487, 43, 24.114260624861814, 84.33333333333333, 'High Risk'),
(188157, 99, 17, '57:46.2', 36.53192046188968, 99.44519408797075, 130, 70, 77, 'Female', 97.18270056, 1.6717050562464266, 0.063630432, 60, 34.77520118734007, 90, 'High Risk'),
(188158, 91, 19, '56:46.2', 36.21514913367984, 98.94131806361636, 134, 79, 71, 'Female', 98.57961684, 1.9799690400639416, 0.13775316097490736, 55, 25.14608197130044, 97.33333333333333, 'High Risk'),
(188159, 68, 16, '55:46.2', 36.65629451, 95.81774855, 122, 74, 38, 'Male', 50.68666831437439, 1.6710735963296193, 0.13813848586394156, 48, 18.151085022583967, 90, 'High Risk'),
(188160, 71, 19, '54:46.2', 36.73838139, 95.42527724290132, 125, 73, 67, 'Female', 56.207063206687344, 1.7957991315178767, 0.11729095994138995, 52, 17.429116780363696, 90.33333333333333, 'High Risk'),
(188161, 60, 17, '53:46.2', 37.43835316772043, 96.48748933133406, 131, 76, 33, 'Male', 92.70380368314095, 1.613381871, 0.050632461, 55, 35.614201271132565, 94.33333333333333, 'High Risk'),
(188162, 89, 18, '52:46.2', 36.77915024184445, 98.94058831077706, 122, 71, 54, 'Female', 84.83990863051116, 1.9420923305131474, 0.10182469473820682, 51, 22.493676543254903, 88, 'Low Risk'),
(188163, 92, 15, '51:46.2', 37.403058144146776, 99.02188112521654, 120, 81, 38, 'Male', 75.45723786656337, 1.5442465443431233, 0.12023415196043435, 39, 31.642269661543924, 94, 'High Risk'),
(188164, 62, 12, '50:46.2', 36.82282058850882, 96.83794203153488, 129, 78, 75, 'Male', 62.91668333075135, 1.9870305919342155, 0.068557427, 51, 15.935170465036245, 95, 'High Risk'),
(188165, 60, 15, '49:46.2', 36.99006022482149, 98.45059239, 117, 81, 21, 'Male', 71.79641014, 1.801949794738614, 0.14350383136338732, 36, 22.111456787691402, 93, 'Low Risk'),
(188166, 67, 19, '48:46.2', 37.0320169, 98.52985679824464, 134, 85, 42, 'Male', 53.531017398481964, 1.8037346061901705, 0.08699479, 49, 16.453572993779563, 101.33333333333333, 'High Risk'),
(188167, 83, 16, '47:46.2', 36.02185802122757, 97.64316028649137, 117, 72, 68, 'Female', 99.50117183, 1.5369861562540288, 0.061847137308344236, 45, 42.11999237591056, 87, 'High Risk'),
(188168, 68, 19, '46:46.2', 36.342067440771885, 97.30889569386117, 126, 77, 82, 'Male', 87.81553831241342, 1.7853696444933558, 0.097867643, 49, 27.54958587825085, 93.33333333333333, 'Low Risk'),
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(188345, 67, 16, '49:46.2', 37.178567252015405, 97.42744037, 116, 81, 34, 'Male', 53.08950729011686, 1.8379320087391116, 0.1276827700751469, 35, 15.71628197, 92.66666666666667, 'High Risk'),
(188346, 92, 14, '48:46.2', 36.83707450099152, 95.77622158730098, 120, 81, 60, 'Male', 66.12650766838074, 1.6977326153427477, 0.11801057, 39, 22.942302562516172, 94, 'High Risk'),
(188347, 71, 13, '47:46.2', 37.130646127332334, 99.18072461, 130, 87, 68, 'Male', 81.24829187121365, 1.549442554084242, 0.10788247771037972, 43, 33.8425657, 101.33333333333333, 'High Risk'),
(188348, 88, 18, '46:46.2', 36.56536975510259, 98.08683535666168, 111, 76, 66, 'Male', 69.10400648132457, 1.6455303258115612, 0.10365539724113668, 35, 25.52063326076708, 87.66666666666667, 'Low Risk'),
(188349, 65, 16, '45:46.2', 36.33680269373254, 99.64043483850473, 129, 87, 70, 'Female', 67.88745295688257, 1.6610092389329782, 0.14606613247179395, 42, 24.606249235223718, 101, 'Low Risk'),
(188350, 75, 17, '44:46.2', 36.77087002111316, 95.82908317499192, 137, 88, 55, 'Female', 90.10511117789902, 1.5408792999797876, 0.077994556, 49, 37.95003536975099, 104.33333333333333, 'High Risk'),
(188351, 81, 17, '43:46.2', 36.84756718023484, 98.40421113308139, 124, 83, 71, 'Male', 61.64873135221367, 1.5022239805047721, 0.056327785, 41, 27.31836874426421, 96.66666666666667, 'Low Risk'),
(188352, 82, 14, '42:46.2', 37.42212295, 95.37958831581746, 137, 74, 70, 'Female', 89.36632140785116, 1.815388756662455, 0.14165897112425552, 63, 27.11656027772209, 95, 'Low Risk'),
(188353, 73, 15, '41:46.2', 37.16244020223573, 96.98155754592692, 128, 71, 32, 'Female', 69.62925489286778, 1.5303312799630273, 0.11748206898854274, 57, 29.731774972656776, 90, 'Low Risk'),
(188354, 93, 12, '40:46.2', 37.22709283445624, 98.57782276072872, 115, 89, 73, 'Male', 92.59780724361525, 1.5379074024142436, 0.055405538255526125, 26, 39.15077179, 97.66666666666667, 'High Risk'),
(188355, 60, 14, '39:46.2', 36.282930752288266, 96.61364949458726, 126, 82, 67, 'Male', 89.79542228, 1.6121357231699691, 0.14685101054905458, 44, 34.55023407094557, 96.66666666666667, 'High Risk'),
(188356, 70, 13, '38:46.2', 37.10839533812974, 99.17599379513965, 133, 75, 64, 'Female', 77.06841333658838, 1.5605868347507523, 0.050846473, 58, 31.644667753093746, 94.33333333333333, 'High Risk'),
(188357, 91, 13, '37:46.2', 37.29229682978012, 99.71661455369004, 135, 88, 79, 'Male', 55.47058990805596, 1.6282463155019131, 0.095959364, 47, 20.92293357, 103.66666666666667, 'High Risk'),
(188358, 62, 16, '36:46.2', 36.740107710447035, 99.95909493081216, 127, 80, 32, 'Female', 83.19712821556776, 1.7469773883171167, 0.058346017, 47, 27.260496913077766, 95.66666666666667, 'Low Risk'),
(188359, 73, 12, '35:46.2', 37.25114164238625, 96.44701990875325, 112, 87, 34, 'Male', 93.54069200497779, 1.505373276579244, 0.1135044562374635, 25, 41.27738481109894, 95.33333333333333, 'High Risk'),
(188360, 72, 18, '34:46.2', 37.280559, 97.84505254693214, 124, 72, 80, 'Male', 73.22321252815134, 1.8511586589549107, 0.14103785046642914, 52, 21.367882808924215, 89.33333333333333, 'Low Risk'),
(188361, 84, 17, '33:46.2', 36.57074285216635, 95.69513964994054, 118, 89, 39, 'Female', 59.31540828224482, 1.6034172877655752, 0.13234803528634098, 29, 23.071423997503825, 98.66666666666667, 'Low Risk'),
(188362, 75, 18, '32:46.2', 36.17213476537539, 95.63139287857096, 138, 86, 61, 'Male', 64.68306664012167, 1.8465604714487163, 0.055375531, 52, 18.969834091544577, 103.33333333333333, 'Low Risk'),
(188363, 68, 16, '31:46.2', 36.61703537930921, 99.12963985070758, 113, 77, 89, 'Female', 54.44672069161052, 1.8099176200426765, 0.070056773, 36, 16.620883728536825, 89, 'High Risk'),
(188364, 87, 16, '30:46.2', 36.571957730864256, 98.32006656457193, 119, 89, 40, 'Male', 72.87324999073083, 1.5116108770595804, 0.067771421, 30, 31.892467524389794, 99, 'High Risk'),
(188365, 73, 15, '29:46.2', 36.882348056218895, 96.06293580849798, 112, 73, 33, 'Female', 79.00614507, 1.9170961493319485, 0.11024900946593301, 39, 21.496763679009494, 86, 'Low Risk'),
(188366, 63, 14, '28:46.2', 37.42704653603569, 95.10205704, 124, 77, 78, 'Female', 65.19828509527375, 1.8568863423310176, 0.087357379, 47, 18.908867942949314, 92.66666666666667, 'Low Risk'),
(188367, 71, 12, '27:46.2', 36.83434148602602, 96.63047922263794, 115, 89, 32, 'Female', 62.57492172, 1.6954729373094566, 0.11642190296807431, 26, 21.768003111643967, 97.66666666666667, 'Low Risk'),
(188368, 75, 15, '26:46.2', 36.99943762317577, 95.98481426974419, 134, 89, 42, 'Male', 94.04785146413602, 1.6360641687754995, 0.11255742842244147, 45, 35.13566776354411, 104, 'High Risk'),
(188369, 98, 16, '25:46.2', 37.46867972210249, 95.43304631364201, 117, 72, 46, 'Female', 88.88953553930915, 1.7631985841623308, 0.1452857778577255, 45, 28.59223996621755, 87, 'High Risk'),
(188370, 87, 12, '24:46.2', 36.996518498467175, 96.13124713373038, 125, 73, 18, 'Male', 94.47740806690982, 1.5492304458136292, 0.095485859, 52, 39.36370093978009, 90.33333333333333, 'High Risk'),
(188371, 60, 15, '23:46.2', 36.05709383889728, 98.39763818437083, 125, 81, 79, 'Male', 51.310925033933756, 1.8825437632754356, 0.10514680446137173, 44, 14.47837037464341, 95.66666666666667, 'High Risk'),
(188372, 85, 15, '22:46.2', 36.79454221954697, 96.88762447, 133, 85, 25, 'Female', 70.97470609719184, 1.7562643977661425, 0.096905682, 48, 23.01038089236943, 101, 'Low Risk'),
(188373, 93, 12, '21:46.2', 37.25849016761754, 97.55162173914836, 134, 74, 52, 'Male', 79.35394033212238, 1.5641187739148776, 0.071734042, 60, 32.436130490160146, 94, 'High Risk'),
(188374, 75, 13, '20:46.2', 36.94634599955633, 99.95166792571814, 126, 70, 39, 'Male', 52.37658619261746, 1.5446025123092952, 0.13485857478364083, 56, 21.95349726998447, 88.66666666666666, 'Low Risk'),
(188375, 78, 13, '19:46.2', 36.766125780050785, 96.85592380987022, 120, 78, 36, 'Male', 50.76999888256636, 1.963085608464545, 0.068976401, 42, 13.174334175545605, 92, 'High Risk'),
(188376, 93, 15, '18:46.2', 36.21046213305521, 99.61563825703887, 119, 82, 54, 'Male', 71.54225429, 1.6414094247449675, 0.092147754, 37, 26.55392810632371, 94.33333333333333, 'High Risk'),
(188377, 81, 16, '17:46.2', 37.11106768848175, 96.49260848804992, 123, 72, 60, 'Female', 55.16130520316857, 1.551008813754652, 0.075842471, 51, 22.930102825138214, 89, 'Low Risk'),
(188378, 66, 16, '16:46.2', 36.88037744, 96.31107982344696, 127, 73, 29, 'Male', 88.80510390045802, 1.607998658175457, 0.14924397780522075, 54, 34.345240569029194, 91, 'High Risk'),
(188379, 64, 17, '15:46.2', 37.002538799609454, 98.63425778874107, 127, 85, 73, 'Female', 71.08624691108932, 1.6038237214693385, 0.077185884, 42, 27.63581777688948, 99, 'Low Risk'),
(188380, 72, 15, '14:46.2', 36.270533288242575, 97.62713852518377, 114, 85, 71, 'Female', 99.90957094176781, 1.743743434354374, 0.12974924398820598, 29, 32.85806036456969, 94.66666666666667, 'High Risk'),
(188381, 71, 14, '13:46.2', 36.54543774996843, 97.34628555596406, 115, 72, 46, 'Male', 80.52513481, 1.776687903987412, 0.058433754, 43, 25.50992427065435, 86.33333333333333, 'Low Risk'),
(188382, 65, 13, '12:46.2', 36.46663276753386, 97.64803349113568, 111, 70, 55, 'Female', 64.15742261373143, 1.5095703610812463, 0.085749956, 41, 28.154005309908612, 83.66666666666667, 'Low Risk'),
(188383, 64, 17, '11:46.2', 36.24913050562441, 97.33825594769549, 121, 70, 28, 'Male', 86.96984107012081, 1.9983746683066492, 0.057383988, 51, 21.777842101862827, 87, 'Low Risk'),
(188384, 71, 17, '10:46.2', 37.10159835517557, 98.09757780157553, 123, 78, 52, 'Female', 99.01377344482206, 1.905891733201405, 0.052074533, 45, 27.258324623304325, 93, 'Low Risk'),
(188385, 85, 17, '09:46.2', 37.21820666181525, 95.20237670387974, 137, 70, 60, 'Female', 59.258749405659785, 1.851358235713508, 0.1334725543072136, 67, 17.289066993779976, 92.33333333333333, 'High Risk'),
(188386, 68, 14, '08:46.2', 37.45484285158341, 98.60100863245934, 131, 73, 22, 'Female', 85.86761228182951, 1.616459132744104, 0.069858617, 58, 32.86244923, 92.33333333333333, 'High Risk'),
(188387, 82, 12, '07:46.2', 36.30230978026976, 99.10011714318982, 118, 80, 56, 'Male', 62.45761070840414, 1.543364410769218, 0.10098075091010848, 38, 26.220948867853224, 92.66666666666667, 'Low Risk'),
(188388, 95, 14, '06:46.2', 36.79293637690013, 95.02281668595437, 137, 79, 28, 'Male', 73.13229755, 1.5401069988331066, 0.069891183, 58, 30.832406890578078, 98.33333333333333, 'High Risk'),
(188389, 69, 15, '05:46.2', 36.27041754027692, 97.85894565611878, 136, 82, 66, 'Male', 86.98512820951393, 1.7358305248431511, 0.066817601, 54, 28.86890859543573, 100, 'Low Risk'),
(188390, 64, 13, '04:46.2', 36.70406523, 96.23468935280516, 128, 79, 20, 'Male', 59.45196848992724, 1.971250668631121, 0.11543733209741015, 49, 15.299686489481724, 95.33333333333333, 'High Risk'),
(188391, 67, 17, '03:46.2', 37.17915588208534, 97.45625117001066, 115, 75, 88, 'Male', 58.600777154211784, 1.9025258890904106, 0.11029886114405577, 40, 16.18982763629645, 88.33333333333333, 'High Risk'),
(188392, 97, 19, '02:46.2', 36.18264726636192, 96.37664121861863, 110, 70, 69, 'Female', 78.03233923, 1.9812491553549298, 0.14474861485201163, 40, 19.879087138135652, 83.33333333333333, 'High Risk'),
(188393, 76, 17, '01:46.2', 37.08816569, 98.94263241777054, 121, 78, 29, 'Male', 93.03753273513563, 1.9796947913954435, 0.11051326715131975, 43, 23.738960833290182, 92.33333333333333, 'Low Risk'),
(188394, 78, 17, '00:46.2', 36.97694084210867, 96.42659304566784, 113, 87, 42, 'Female', 70.85477188416046, 1.677536851076466, 0.085577586, 26, 25.178216619829318, 95.66666666666667, 'Low Risk'),
(188395, 79, 15, '59:46.2', 37.16981692988409, 99.31018259819652, 110, 71, 77, 'Male', 78.25884680812737, 1.9516025672829604, 0.143276236, 39, 20.547106999341068, 84, 'Low Risk'),
(188396, 80, 18, '58:46.2', 36.20104603879955, 97.92686909067739, 123, 87, 63, 'Female', 79.23858416424076, 1.797441085208063, 0.072467346, 36, 24.52603694631964, 99, 'Low Risk'),
(188397, 80, 14, '57:46.2', 36.18753606804928, 98.37743645, 122, 81, 40, 'Female', 81.38347466389423, 1.7196052331976546, 0.14823128719866266, 41, 27.521918969804705, 94.66666666666667, 'Low Risk'),
(188398, 75, 14, '56:46.2', 36.09119618610647, 96.62266740079625, 138, 89, 84, 'Male', 66.46034893469738, 1.846852495777119, 0.073311242, 49, 19.484900653982212, 105.33333333333333, 'Low Risk'),
(188399, 67, 19, '55:46.2', 37.409978909988325, 97.92195236003766, 113, 81, 88, 'Female', 69.24522832352312, 1.9518397369620442, 0.10407448286649772, 32, 18.176135044015677, 91.66666666666667, 'High Risk'),
(188400, 71, 17, '54:46.2', 37.22598677537681, 97.52737753407632, 123, 73, 23, 'Male', 88.73712351913268, 1.652919830231353, 0.06485194, 50, 32.47893399846697, 89.66666666666666, 'High Risk'),
(188401, 73, 13, '53:46.2', 36.66742268690331, 97.96179997599123, 125, 89, 44, 'Female', 68.39961692460577, 1.765536772238327, 0.054257335, 36, 21.94320875012358, 101, 'Low Risk'),
(188402, 63, 16, '52:46.2', 36.23233371012633, 99.63509359821293, 129, 87, 28, 'Male', 90.29593883841909, 1.7994404446124548, 0.074955506, 42, 27.88645202444445, 101, 'Low Risk'),
(188403, 99, 13, '51:46.2', 37.48819954981287, 97.94233906557481, 139, 77, 74, 'Female', 89.69987931040689, 1.951145713063733, 0.13780527803128445, 62, 23.56201621915742, 97.66666666666666, 'High Risk'),
(188404, 84, 16, '50:46.2', 36.18327020219084, 98.54824692481094, 117, 86, 40, 'Male', 52.98911125783607, 1.896622984892459, 0.087432481, 31, 14.730741780525854, 96.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(188405, 90, 13, '49:46.2', 37.03303151681507, 97.03133861021692, 112, 78, 87, 'Female', 99.14120514778574, 1.9451953184094495, 0.093806431, 34, 26.201596995309448, 89.33333333333333, 'Low Risk'),
(188406, 98, 19, '48:46.2', 36.412529541016305, 97.13423349684801, 125, 83, 20, 'Male', 70.90339041409145, 1.6880100103606819, 0.074915541, 42, 24.883815174166386, 97, 'High Risk'),
(188407, 83, 17, '47:46.2', 37.263087273791854, 95.13274348138377, 115, 83, 47, 'Female', 69.92713540595638, 1.7336652478801668, 0.05182096, 32, 23.26565320535817, 93.66666666666667, 'Low Risk'),
(188408, 62, 15, '46:46.2', 36.920384757258034, 99.14354647543466, 114, 77, 22, 'Female', 81.25996304, 1.758310932318323, 0.053741355, 37, 26.28362533196546, 89.33333333333333, 'Low Risk'),
(188409, 83, 16, '45:46.2', 36.12939279865253, 98.40827884, 129, 85, 41, 'Male', 73.30142118473259, 1.9337074640262728, 0.069215227, 44, 19.603374998879076, 99.66666666666667, 'Low Risk'),
(188410, 68, 19, '44:46.2', 37.30655812395168, 97.85587133, 111, 71, 65, 'Female', 93.55199507, 1.9720341080527497, 0.11676891707505607, 40, 24.05604399, 84.33333333333333, 'Low Risk'),
(188411, 90, 18, '43:46.2', 37.23642999859199, 97.88370252215479, 129, 89, 67, 'Female', 52.957546513953744, 1.5619399593052425, 0.058183464, 40, 21.706968949481457, 102.33333333333333, 'Low Risk'),
(188412, 68, 17, '42:46.2', 36.97291677025411, 97.36027504, 131, 70, 25, 'Female', 96.37259832252549, 1.974986225903619, 0.1331735803336689, 61, 24.70730782506729, 90.33333333333333, 'Low Risk'),
(188413, 84, 13, '41:46.2', 37.19792270801982, 97.74693676862925, 134, 77, 55, 'Male', 78.12091644719915, 1.800846531775814, 0.081585898, 57, 24.088730997039214, 96, 'Low Risk'),
(188414, 83, 12, '40:46.2', 36.93346054359337, 97.56478275235392, 139, 84, 83, 'Male', 64.15582091806272, 1.7091036422505117, 0.067719382, 55, 21.96338462517354, 102.33333333333333, 'Low Risk'),
(188415, 60, 16, '39:46.2', 36.07627143868198, 96.61195779585097, 127, 74, 81, 'Male', 75.04834714930674, 1.861669751103843, 0.10844315511142641, 53, 21.653886063186945, 91.66666666666666, 'Low Risk'),
(188416, 90, 13, '38:46.2', 36.47181161165417, 99.74942007, 139, 84, 54, 'Male', 73.66786967555262, 1.997084670992089, 0.068686451, 55, 18.47077656, 102.33333333333333, 'High Risk'),
(188417, 71, 12, '37:46.2', 36.336523712464086, 97.73936103202317, 129, 88, 62, 'Male', 62.98369582944623, 1.9838634933210648, 0.1359323744620014, 41, 16.003116605071128, 101.66666666666667, 'High Risk'),
(188418, 65, 19, '36:46.2', 36.51821769903801, 96.13327105, 135, 78, 63, 'Female', 84.01871761046318, 1.7736675826376112, 0.080705057, 57, 26.707398808972936, 97, 'Low Risk'),
(188419, 76, 19, '35:46.2', 36.63650054182024, 96.67750945419425, 117, 88, 37, 'Female', 98.38985027167016, 1.663377147, 0.098872386, 29, 35.560580240502354, 97.66666666666667, 'High Risk'),
(188420, 72, 19, '34:46.2', 36.211569303650926, 97.09280852364977, 133, 89, 54, 'Female', 95.85144142636643, 1.8193614602949166, 0.069889868, 44, 28.957473441280165, 103.66666666666667, 'Low Risk'),
(188421, 84, 13, '33:46.2', 36.85529102082308, 98.42963052169758, 135, 79, 67, 'Female', 86.84414039955504, 1.627623809, 0.10944267264134931, 56, 32.781774041527356, 97.66666666666666, 'High Risk'),
(188422, 87, 12, '32:46.2', 36.35723716274153, 95.73552267059222, 115, 74, 77, 'Male', 50.734711812192664, 1.7603123859920837, 0.055197698451307765, 41, 16.372903728988856, 87.66666666666667, 'High Risk'),
(188423, 93, 13, '31:46.2', 37.34213643726595, 99.80097460444416, 132, 89, 89, 'Female', 96.26166631219249, 1.879894300825312, 0.086926937, 43, 27.238708538297423, 103.33333333333333, 'High Risk'),
(188424, 87, 13, '30:46.2', 36.16966736172926, 95.97304485389289, 115, 81, 82, 'Female', 89.27529023789887, 1.8777304250761466, 0.081850993, 34, 25.32006313636713, 92.33333333333333, 'Low Risk'),
(188425, 61, 19, '29:46.2', 36.54307870615895, 99.87330442056168, 112, 71, 44, 'Male', 86.76318032435054, 1.5067630576450115, 0.12532849211070246, 41, 38.21602701442904, 84.66666666666667, 'High Risk'),
(188426, 76, 17, '28:46.2', 36.490155184482916, 98.03268059, 138, 79, 54, 'Female', 87.01144860245132, 1.8265852848044737, 0.11664780016634425, 59, 26.07933360453362, 98.66666666666666, 'Low Risk'),
(188427, 85, 18, '27:46.2', 36.87260072098409, 96.52131908560715, 113, 72, 57, 'Female', 96.42452632767036, 1.7461266461411695, 0.13357175491455642, 41, 31.62540053587041, 85.66666666666667, 'High Risk'),
(188428, 94, 19, '26:46.2', 36.20566495621158, 98.00126481264002, 138, 70, 65, 'Male', 78.56188666381229, 1.9616180203042153, 0.083116142, 68, 20.416581163416787, 92.66666666666666, 'High Risk'),
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(188605, 62, 15, '29:46.2', 36.080264984405154, 96.30895776238627, 112, 82, 66, 'Male', 69.64226906697834, 1.8445457938784444, 0.070135367, 30, 20.46887760944209, 92, 'Low Risk'),
(188606, 63, 18, '28:46.2', 36.59749936766862, 98.49760082145266, 125, 72, 86, 'Female', 92.12964287106206, 1.5707582693619166, 0.12152187776415718, 53, 37.34054721714208, 89.66666666666666, 'High Risk'),
(188607, 81, 12, '27:46.2', 37.06473049973492, 96.83166665126424, 128, 89, 46, 'Female', 66.31288666901415, 1.8996080602416283, 0.070292643, 39, 18.37680158528712, 102, 'High Risk'),
(188608, 83, 18, '26:46.2', 36.588708638829395, 95.23715767, 130, 85, 24, 'Male', 51.758626461791515, 1.9410864667610086, 0.12593608, 45, 13.737034196510574, 100, 'High Risk'),
(188609, 89, 18, '25:46.2', 36.137443931906965, 95.20478132377988, 123, 85, 49, 'Male', 82.00382981403773, 1.801663788282873, 0.10580959791703887, 38, 25.263099710957956, 97.66666666666667, 'Low Risk'),
(188610, 77, 14, '24:46.2', 36.47309555429915, 97.21073732659362, 120, 72, 74, 'Male', 50.31787729060791, 1.5294857955443777, 0.14580462063374505, 48, 21.509554508169295, 88, 'Low Risk'),
(188611, 96, 12, '23:46.2', 36.94383817324278, 96.31659252982335, 127, 84, 18, 'Female', 62.08013157693547, 1.8440851726759278, 0.10895314907010423, 43, 18.25537156477451, 98.33333333333333, 'High Risk'),
(188612, 77, 18, '22:46.2', 36.23889076894013, 95.18329516226441, 113, 76, 55, 'Female', 84.24414545692932, 1.7387511653169585, 0.060823216, 37, 27.86537302, 88.33333333333333, 'Low Risk'),
(188613, 67, 17, '21:46.2', 36.41029278901837, 99.60470897267517, 137, 76, 38, 'Female', 65.48787124094052, 1.8050210509321525, 0.06856155, 61, 20.100012662390004, 96.33333333333333, 'Low Risk'),
(188614, 67, 16, '20:46.2', 36.54214174782986, 98.14177428275094, 110, 89, 43, 'Male', 61.003138414019986, 1.5535838942339708, 0.069247726, 21, 25.27451077752531, 96, 'Low Risk'),
(188615, 68, 15, '19:46.2', 36.621649849109666, 98.71528513363846, 111, 82, 30, 'Male', 60.69031706, 1.694977379455616, 0.1436663724964502, 29, 21.12475073377633, 91.66666666666667, 'Low Risk'),
(188616, 79, 14, '18:46.2', 36.36120855914634, 95.31840481, 113, 70, 24, 'Male', 80.69423308170434, 1.813594968773879, 0.056504638194973415, 43, 24.53363466286511, 84.33333333333333, 'Low Risk'),
(188617, 88, 19, '17:46.2', 37.37002055905529, 96.33236313998981, 113, 79, 65, 'Female', 55.142141412530336, 1.610490204990092, 0.10895633436285365, 34, 21.26020520763991, 90.33333333333333, 'Low Risk'),
(188618, 62, 17, '16:46.2', 36.786130169010875, 95.96793307226719, 125, 75, 78, 'Female', 53.71538395154938, 1.855608358745203, 0.13708162750566538, 50, 15.600051929300754, 91.66666666666666, 'High Risk'),
(188619, 98, 14, '15:46.2', 36.50104765029897, 99.78207588368261, 121, 73, 79, 'Female', 87.67888188, 1.750526851901199, 0.14140361245199204, 48, 28.61260826678917, 89, 'High Risk'),
(188620, 99, 16, '14:46.2', 36.41387435265947, 95.70930257, 131, 80, 36, 'Male', 77.25054624857715, 1.8501343577548173, 0.099514726, 51, 22.568101301188833, 97, 'High Risk'),
(188621, 78, 17, '13:46.2', 36.183722607451735, 99.47916248646644, 120, 70, 38, 'Male', 64.18220139283896, 1.9684809502295129, 0.087509857, 50, 16.563502451407704, 86.66666666666666, 'High Risk'),
(188622, 98, 18, '12:46.2', 36.59367906494791, 97.09185163576396, 126, 83, 46, 'Female', 75.30864505942264, 1.7339111166833066, 0.12089803311825605, 43, 25.04904493848465, 97.33333333333333, 'High Risk'),
(188623, 78, 19, '11:46.2', 36.77536453193066, 99.78873423721602, 138, 71, 77, 'Female', 78.98357032322164, 1.6107934493865614, 0.12545197842770395, 67, 30.440869398458485, 93.33333333333333, 'High Risk'),
(188624, 92, 14, '10:46.2', 37.420834284154054, 99.61746108466954, 131, 89, 50, 'Female', 52.579867114236784, 1.7433188227694978, 0.086142002, 42, 17.30078645267164, 103, 'High Risk'),
(188625, 61, 13, '09:46.2', 37.046462235333365, 96.35943950320619, 126, 84, 53, 'Female', 82.4156728, 1.8840388272238124, 0.059429347, 42, 23.218283565268802, 98, 'Low Risk'),
(188626, 73, 17, '08:46.2', 36.823737562164325, 96.0985797, 117, 71, 74, 'Male', 88.26312883, 1.9056754426974534, 0.1227631080261845, 46, 24.304206338456286, 86.33333333333333, 'Low Risk'),
(188627, 99, 17, '07:46.2', 37.34587231743372, 99.56058846, 110, 89, 59, 'Female', 88.24462447655404, 1.9416987356141124, 0.13179104616021525, 21, 23.405857880881594, 96, 'High Risk'),
(188628, 66, 16, '06:46.2', 36.77616039426923, 97.28491683385103, 138, 84, 54, 'Male', 87.31022005226723, 1.991605620551101, 0.095659177, 54, 22.011943850916758, 102, 'Low Risk'),
(188629, 64, 14, '05:46.2', 37.266032871676835, 97.25453744027173, 133, 73, 54, 'Male', 84.60676104, 1.8594585301178723, 0.1382396252212828, 60, 24.469893277574222, 93, 'Low Risk'),
(188630, 87, 17, '04:46.2', 37.07306420321137, 99.62438154983894, 119, 78, 22, 'Male', 96.12794947681928, 1.7324060318807386, 0.11892939318247968, 41, 32.02951068724038, 91.66666666666667, 'High Risk'),
(188631, 71, 14, '03:46.2', 36.05301958309754, 95.94979104, 134, 70, 45, 'Female', 67.23978700177635, 1.772973475589173, 0.11326914224915564, 64, 21.390545112338184, 91.33333333333333, 'Low Risk'),
(188632, 66, 12, '02:46.2', 37.10457761664012, 97.96187916951301, 135, 86, 27, 'Female', 58.55058535577074, 1.8031733230611442, 0.052924893315967385, 49, 18.007619026414396, 102.33333333333333, 'High Risk'),
(188633, 89, 15, '01:46.2', 36.27393412407175, 97.54172499925916, 131, 71, 36, 'Female', 92.18499633530578, 1.7051667200276466, 0.11967953434540225, 60, 31.70491162851552, 91, 'High Risk'),
(188634, 95, 19, '00:46.2', 36.88650364916318, 98.60819540838902, 115, 86, 32, 'Male', 56.36711206822821, 1.8514540487671114, 0.051637428402234675, 29, 16.443713789177153, 95.66666666666667, 'High Risk'),
(188635, 70, 17, '59:46.2', 37.21144256468715, 97.74384664, 114, 73, 68, 'Male', 87.10720101723837, 1.9685767724867356, 0.089300023, 41, 22.47756933338165, 86.66666666666667, 'Low Risk'),
(188636, 87, 15, '58:46.2', 36.25362735611168, 95.56464773768451, 137, 78, 25, 'Male', 98.06235621685937, 1.686377575705458, 0.087853124, 59, 34.482019007274175, 97.66666666666666, 'High Risk'),
(188637, 96, 16, '57:46.2', 36.22086563989496, 95.93659895742722, 135, 73, 89, 'Female', 83.52381021871486, 1.880987318697795, 0.1364149122652994, 62, 23.606878383899403, 93.66666666666666, 'High Risk'),
(188638, 77, 12, '56:46.2', 37.21313425034532, 98.46239038581227, 132, 75, 21, 'Female', 56.70788035, 1.6020169291906605, 0.14110352872431337, 57, 22.09577363559654, 94, 'Low Risk'),
(188639, 83, 14, '55:46.2', 36.927377633957605, 99.63157476155237, 116, 75, 65, 'Female', 91.18374884304055, 1.8672169890958985, 0.093552949, 41, 26.153382348839422, 88.66666666666667, 'Low Risk'),
(188640, 83, 16, '54:46.2', 37.02350238619127, 98.80436305, 124, 71, 80, 'Male', 86.43269978922294, 1.8575670253361403, 0.11726982245928654, 53, 25.04892500957407, 88.66666666666666, 'Low Risk'),
(188641, 91, 17, '53:46.2', 36.73966899351983, 95.66472909524617, 120, 86, 87, 'Male', 63.63366267243397, 1.6386362788237623, 0.054745335, 34, 23.698550842752333, 97.33333333333333, 'High Risk'),
(188642, 88, 16, '52:46.2', 36.407912281774315, 99.91429497, 136, 75, 61, 'Female', 72.35389108503979, 1.9641505161675252, 0.1331452910150806, 61, 18.75479670434053, 95.33333333333333, 'Low Risk'),
(188643, 89, 17, '51:46.2', 36.596122846765596, 98.16957693789821, 134, 74, 72, 'Male', 63.89067414818898, 1.9918993387591093, 0.143357482, 60, 16.102848084300383, 94, 'High Risk'),
(188644, 66, 16, '50:46.2', 36.44078088344119, 99.38406063, 112, 84, 81, 'Female', 62.142636391874106, 1.6588224018554119, 0.063358739, 28, 22.58342931971737, 93.33333333333333, 'Low Risk'),
(188645, 63, 15, '49:46.2', 36.02334040166406, 95.52314343568484, 129, 88, 68, 'Male', 94.12016160046258, 1.5690370318466456, 0.10870326439048963, 41, 38.23105446573106, 101.66666666666667, 'High Risk'),
(188646, 62, 17, '48:46.2', 37.13194452208508, 99.37838817213105, 133, 82, 72, 'Female', 73.06402284858255, 1.8708066377919867, 0.093993611, 51, 20.875927318134757, 99, 'Low Risk'),
(188647, 83, 15, '47:46.2', 37.258522900327584, 99.30017662863116, 132, 89, 49, 'Female', 96.36615810279605, 1.7504897628045406, 0.13963101214929607, 43, 31.448895285610817, 103.33333333333333, 'High Risk'),
(188648, 61, 19, '46:46.2', 36.00829630566378, 97.05108487980436, 116, 80, 58, 'Male', 85.65529711, 1.601722835459706, 0.1266535085851288, 36, 33.387160992187944, 92, 'High Risk'),
(188649, 62, 19, '45:46.2', 36.900647307933774, 98.65862196342029, 125, 72, 21, 'Male', 52.35748541840721, 1.5170900290282843, 0.11756931428300108, 53, 22.748673233911035, 89.66666666666666, 'Low Risk'),
(188650, 62, 13, '44:46.2', 36.17081863061967, 96.65906810270691, 124, 79, 56, 'Female', 62.44538481, 1.5971411181883859, 0.11493355346537339, 45, 24.480132541384332, 94, 'Low Risk'),
(188651, 86, 17, '43:46.2', 37.43131662298165, 96.12142848297522, 119, 87, 64, 'Male', 94.20716778157242, 1.6485221277940112, 0.14578399838485737, 32, 34.665253906092545, 97.66666666666667, 'High Risk'),
(188652, 74, 13, '42:46.2', 36.90283391721677, 96.73271753126365, 136, 84, 48, 'Female', 67.78459742171579, 1.5082642302986817, 0.14449993271302303, 52, 29.797248169188933, 101.33333333333333, 'Low Risk'),
(188653, 72, 16, '41:46.2', 36.13762795381103, 98.98733637433864, 134, 71, 75, 'Male', 55.01380439457366, 1.8042563155593394, 0.084810868, 63, 16.899552732485837, 92, 'High Risk'),
(188654, 67, 13, '40:46.2', 37.36985317963376, 99.11462515696127, 134, 86, 65, 'Male', 66.5692569, 1.952765644793683, 0.10291698084114356, 48, 17.45715456894648, 102, 'High Risk'),
(188655, 67, 18, '39:46.2', 36.77283598127755, 98.42413844311463, 139, 89, 82, 'Female', 82.03781710333965, 1.966490527313307, 0.12045247710567046, 50, 21.214381693278224, 105.66666666666666, 'Low Risk'),
(188656, 72, 12, '38:46.2', 36.61219361554734, 95.47861254, 116, 79, 26, 'Male', 65.22031673033223, 1.5637068184471425, 0.11199166999888646, 37, 26.673023265519866, 91.33333333333333, 'Low Risk'),
(188657, 87, 14, '37:46.2', 36.02175760844936, 98.39123264239869, 124, 76, 58, 'Male', 84.99488381119819, 1.620645001114362, 0.13653912183815303, 48, 32.36063213779873, 92, 'High Risk'),
(188658, 77, 18, '36:46.2', 36.771285666258514, 97.69943790930353, 115, 73, 61, 'Female', 51.24053121034549, 1.8612665193130935, 0.1401846885347327, 42, 14.790964437478864, 87, 'High Risk'),
(188659, 66, 19, '35:46.2', 37.02286637286133, 97.64230233602663, 126, 88, 75, 'Male', 66.28860070461059, 1.6866563823312497, 0.083515171, 38, 23.301593597476487, 100.66666666666667, 'Low Risk'),
(188660, 88, 17, '34:46.2', 36.32114852063729, 99.68436621522773, 110, 77, 50, 'Male', 96.45715322731436, 1.963449169483879, 0.074301606, 33, 25.020449931553472, 88, 'Low Risk'),
(188661, 82, 12, '33:46.2', 36.65075476575803, 97.17897790584779, 125, 73, 49, 'Male', 71.26898501304487, 1.8743247813627055, 0.14709268767754982, 52, 20.28667535467248, 90.33333333333333, 'Low Risk'),
(188662, 64, 19, '32:46.2', 36.03726018, 97.96002488870087, 132, 86, 47, 'Female', 90.89130313293954, 1.925768681407363, 0.14544318627449104, 46, 24.50835097017558, 101.33333333333333, 'Low Risk'),
(188663, 61, 14, '31:46.2', 36.65781142229572, 97.21129014979454, 127, 70, 56, 'Male', 94.33457037995299, 1.5504749342149178, 0.1165708760003546, 57, 39.24111841180235, 89, 'High Risk'),
(188664, 92, 18, '30:46.2', 36.98869216861277, 96.67660912148776, 117, 80, 59, 'Male', 66.07111721988943, 1.6658333535161445, 0.10681168396060411, 37, 23.809405075523898, 92.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(188665, 74, 16, '29:46.2', 36.90392305390025, 98.68394820563131, 121, 76, 44, 'Male', 65.53066960177398, 1.679482904637077, 0.13458703576767705, 45, 23.232365448021316, 91, 'Low Risk'),
(188666, 66, 12, '28:46.2', 37.22887033093601, 97.67323470529284, 114, 89, 37, 'Female', 84.41642751086286, 1.5747206406354337, 0.12981615178603417, 25, 34.04238106794095, 97.33333333333333, 'High Risk'),
(188667, 76, 14, '27:46.2', 36.284288314620376, 96.67222157136474, 126, 74, 49, 'Male', 74.24132910478274, 1.6711048238870922, 0.12986323571284408, 52, 26.585103320678535, 91.33333333333333, 'Low Risk'),
(188668, 63, 17, '26:46.2', 37.237071457261735, 99.23733653491018, 128, 74, 79, 'Female', 51.13713133844131, 1.5110230992885243, 0.1157377019497287, 54, 22.397221989064274, 92, 'Low Risk'),
(188669, 94, 13, '25:46.2', 36.53537454222037, 99.48287674166401, 118, 74, 54, 'Female', 83.137212, 1.9420650775866835, 0.098271294, 44, 22.042857790302012, 88.66666666666667, 'High Risk'),
(188670, 79, 19, '24:46.2', 36.79084380624628, 95.40811105333131, 123, 87, 80, 'Male', 89.87389511972725, 1.771123151662756, 0.10462637865983776, 36, 28.65075323758908, 99, 'Low Risk'),
(188671, 96, 15, '23:46.2', 37.43896468313481, 98.30593331300373, 123, 85, 83, 'Female', 96.47592647445117, 1.7627990349625091, 0.1366980179988267, 38, 31.046550200636673, 97.66666666666667, 'High Risk'),
(188672, 65, 19, '22:46.2', 36.43430337767088, 97.07309518999291, 113, 89, 48, 'Female', 81.11339651, 1.5195412735966254, 0.1147766355754314, 24, 35.12914547, 97, 'High Risk'),
(188673, 87, 12, '21:46.2', 36.76003639089171, 99.94493304742258, 124, 76, 53, 'Male', 74.89406975671315, 1.9212487827532088, 0.13675293450706927, 48, 20.28991464973902, 92, 'Low Risk'),
(188674, 81, 13, '20:46.2', 37.191893797863806, 96.76274061763016, 134, 73, 82, 'Female', 99.00860502, 1.982608376142314, 0.12316818502145539, 61, 25.18831223915169, 93.33333333333333, 'Low Risk'),
(188675, 63, 16, '19:46.2', 36.32167167105558, 96.54915741522265, 129, 84, 62, 'Female', 73.13676913844436, 1.6725727614651071, 0.079839371, 45, 26.14362055, 99, 'Low Risk'),
(188676, 67, 14, '18:46.2', 36.698324915819626, 97.68580755336411, 132, 85, 85, 'Male', 86.73591143392565, 1.8712286105916025, 0.051170069095991914, 47, 24.771097474896525, 100.66666666666667, 'Low Risk'),
(188677, 76, 14, '17:46.2', 37.25267132, 95.75781633463926, 132, 88, 77, 'Female', 69.72528582384541, 1.697114505910008, 0.11144234494170302, 44, 24.208507328155022, 102.66666666666667, 'Low Risk'),
(188678, 89, 13, '16:46.2', 36.93365094130269, 96.99177539372032, 132, 82, 39, 'Female', 72.75964931463591, 1.9786997761619174, 0.074907651, 50, 18.58364017692457, 98.66666666666666, 'Low Risk'),
(188679, 72, 16, '15:46.2', 36.53648342480296, 98.24472877784962, 114, 81, 61, 'Female', 54.09632461551958, 1.7584381160189748, 0.066394584, 33, 17.49498528538223, 92, 'High Risk'),
(188680, 72, 16, '14:46.2', 36.4129831, 99.81635982728193, 138, 87, 67, 'Male', 59.311217053852545, 1.9554188458494643, 0.1286661059136328, 51, 15.511623064989765, 104, 'High Risk'),
(188681, 85, 13, '13:46.2', 37.010082324950275, 97.91450826288582, 124, 81, 81, 'Male', 75.18316780160593, 1.8620361239448793, 0.14616025751067369, 43, 21.68425053, 95.33333333333333, 'Low Risk'),
(188682, 83, 13, '12:46.2', 37.122182299032005, 99.65748506115983, 132, 89, 31, 'Female', 98.64947429814333, 1.6618907688187035, 0.1307983806710934, 43, 35.71822134561791, 103.33333333333333, 'High Risk'),
(188683, 94, 15, '11:46.2', 36.91528289199681, 96.68172436212971, 117, 88, 64, 'Female', 64.33318514586007, 1.6063263535699555, 0.072355318, 29, 24.932595138906933, 97.66666666666667, 'High Risk'),
(188684, 60, 18, '10:46.2', 37.327839472427044, 97.03900867178498, 121, 74, 62, 'Female', 74.09518888667834, 1.5983749890228378, 0.11923725293677147, 47, 29.002314592206297, 89.66666666666667, 'Low Risk'),
(188685, 87, 14, '09:46.2', 36.869340529797306, 98.06328794152907, 135, 82, 67, 'Female', 59.34606235142766, 1.5660465461056883, 0.063377192, 53, 24.19817295335572, 99.66666666666666, 'Low Risk'),
(188686, 62, 16, '08:46.2', 36.37006548789077, 97.29585345703643, 118, 79, 80, 'Female', 75.78977639, 1.7633606977616338, 0.13708264352617866, 39, 24.374084471754053, 92, 'Low Risk'),
(188687, 95, 16, '07:46.2', 37.254357452670824, 98.81507665673064, 131, 73, 35, 'Female', 89.86256396101683, 1.6991093373354615, 0.11655366157666029, 58, 31.126920228396685, 92.33333333333333, 'High Risk'),
(188688, 97, 16, '06:46.2', 37.472149871588286, 97.03094572914367, 138, 80, 47, 'Female', 82.92091281910263, 1.8772092176658932, 0.12399241426179301, 58, 23.530909750742836, 99.33333333333333, 'High Risk'),
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(188865, 94, 17, '09:46.2', 36.226150874050155, 96.74857374830118, 132, 86, 84, 'Male', 94.88985688369436, 1.991797881558647, 0.11623431620481191, 46, 23.918242202958442, 101.33333333333333, 'High Risk'),
(188866, 92, 19, '08:46.2', 37.26993486306102, 97.68305627080684, 139, 71, 82, 'Female', 56.59136354578918, 1.6557095014616094, 0.096960227, 68, 20.643430816545735, 93.66666666666666, 'High Risk'),
(188867, 90, 17, '07:46.2', 37.41382998887825, 97.72757047110055, 133, 73, 48, 'Male', 94.90735956, 1.933519758757794, 0.12749609266575945, 60, 25.38649020863572, 93, 'Low Risk'),
(188868, 88, 13, '06:46.2', 36.77121492897971, 95.0615595, 131, 76, 58, 'Male', 85.80544687207518, 1.6835182017011034, 0.0768091, 55, 30.274656551257557, 94.33333333333333, 'High Risk'),
(188869, 89, 18, '05:46.2', 36.964496954628814, 97.29851089134144, 115, 76, 36, 'Female', 85.93049902, 1.6958054359260748, 0.1189375439543049, 39, 29.88101102307267, 89, 'Low Risk'),
(188870, 61, 12, '04:46.2', 36.94208650544484, 98.64604498, 127, 75, 67, 'Female', 68.76259802883352, 1.8831625172733895, 0.081817391, 52, 19.389949341612745, 92.33333333333333, 'Low Risk'),
(188871, 83, 16, '03:46.2', 36.422561157543505, 97.76629456319519, 136, 89, 47, 'Male', 76.54358366616461, 1.9968978742285333, 0.10142766239648199, 47, 19.195396269794184, 104.66666666666667, 'Low Risk'),
(188872, 81, 14, '02:46.2', 37.23161520666392, 96.00070252332877, 129, 78, 19, 'Female', 94.68363062543551, 1.872424348789812, 0.052847162, 51, 27.00637802783995, 95, 'Low Risk'),
(188873, 90, 18, '01:46.2', 37.19171385036901, 97.64815236060794, 112, 89, 60, 'Female', 80.35955724526326, 1.5042367332331132, 0.1419444325854542, 23, 35.514455087850926, 96.66666666666667, 'High Risk'),
(188874, 60, 14, '00:46.2', 37.46158618523187, 96.66304377717667, 122, 79, 70, 'Male', 50.972999388310456, 1.5826628062797161, 0.088355761, 43, 20.349952361977127, 93.33333333333333, 'Low Risk'),
(188875, 70, 19, '59:46.2', 37.47995632497787, 97.46454565874467, 120, 79, 89, 'Female', 88.65337613850643, 1.8681032712437158, 0.12643272980808912, 41, 25.40349773, 92.66666666666667, 'Low Risk'),
(188876, 60, 18, '58:46.2', 36.29960049348086, 95.94010248140945, 114, 78, 41, 'Female', 72.18546965947104, 1.6970449169639839, 0.082225276, 36, 25.064734687551514, 90, 'Low Risk'),
(188877, 63, 15, '57:46.2', 36.85832209224798, 99.77988247128482, 130, 72, 82, 'Female', 68.74701344675998, 1.9674894006630708, 0.073703403, 58, 17.759430429880688, 91.33333333333333, 'High Risk'),
(188878, 74, 17, '56:46.2', 36.90135224447199, 97.17040342, 115, 83, 59, 'Male', 98.89111979, 1.8758844302998168, 0.052613301, 32, 28.102511682730842, 93.66666666666667, 'Low Risk'),
(188879, 71, 17, '55:46.2', 36.796314896865354, 96.70117950468799, 135, 75, 85, 'Female', 76.92728295154117, 1.678230948023762, 0.11463017789586719, 60, 27.31347405131538, 95, 'Low Risk'),
(188880, 83, 19, '54:46.2', 37.225881080348984, 98.22572379201654, 132, 89, 29, 'Female', 89.25628288113182, 1.525660438546039, 0.063470825, 43, 38.34626125912282, 103.33333333333333, 'High Risk'),
(188881, 90, 13, '53:46.2', 36.71864797405506, 95.09270419805551, 134, 81, 68, 'Female', 89.87108687, 1.5314704847968545, 0.13814231395882096, 53, 38.31799102313654, 98.66666666666666, 'High Risk'),
(188882, 88, 15, '52:46.2', 36.357085381210844, 99.69408831644178, 120, 72, 18, 'Male', 53.19484759167475, 1.9280342503236936, 0.10427082238705607, 48, 14.310014694458495, 88, 'High Risk'),
(188883, 90, 13, '51:46.2', 37.12069963118925, 97.02543702, 126, 74, 63, 'Male', 70.38642933786745, 1.6641900343495846, 0.088783692, 52, 25.414589555375837, 91.33333333333333, 'Low Risk'),
(188884, 71, 18, '50:46.2', 36.302946942606425, 99.99461737508014, 119, 79, 60, 'Female', 88.02163086057928, 1.9943602711616069, 0.10751692907568625, 40, 22.13003916521811, 92.33333333333333, 'Low Risk'),
(188885, 90, 17, '49:46.2', 37.32810110001315, 97.06262480360509, 126, 80, 82, 'Male', 86.63846878, 1.7658589855379745, 0.065967434, 46, 27.78425325169978, 95.33333333333333, 'Low Risk'),
(188886, 68, 16, '48:46.2', 36.47862498542311, 96.88723853281147, 137, 85, 75, 'Female', 93.40422273159606, 1.8268334107515403, 0.12800104864685913, 52, 27.98779081344364, 102.33333333333333, 'Low Risk'),
(188887, 74, 19, '47:46.2', 36.57807201275708, 97.34980907065345, 123, 70, 45, 'Female', 61.74047256, 1.8595903352805083, 0.13867894824924942, 53, 17.853994162443296, 87.66666666666666, 'High Risk'),
(188888, 79, 16, '46:46.2', 36.93684807740837, 99.81306517981984, 128, 83, 69, 'Female', 69.32654612139554, 1.5925602921664146, 0.11670904477073783, 45, 27.33429000373604, 98, 'Low Risk'),
(188889, 79, 19, '45:46.2', 36.463229737200116, 99.11855350350751, 127, 77, 65, 'Female', 86.04980325853808, 1.6907354020505925, 0.068687529, 50, 30.10222440245061, 93.66666666666666, 'High Risk'),
(188890, 74, 14, '44:46.2', 36.233896797106866, 98.07019776553031, 119, 76, 24, 'Female', 85.73371350163262, 1.5816207425054902, 0.095351045, 43, 34.272590456153026, 90.33333333333333, 'High Risk'),
(188891, 90, 16, '43:46.2', 36.65244723413915, 99.24447131977598, 113, 78, 35, 'Female', 63.742114942724825, 1.669479450941311, 0.07732724, 35, 22.86990251799591, 89.66666666666667, 'Low Risk'),
(188892, 81, 17, '42:46.2', 36.52925933857812, 95.73266389431058, 132, 77, 76, 'Male', 85.59779427260855, 1.6956572162636079, 0.13636715323945306, 55, 29.770521937117287, 95.33333333333333, 'Low Risk'),
(188893, 81, 19, '41:46.2', 36.323999125380766, 97.5771862, 114, 83, 59, 'Male', 97.21463418493022, 1.8390003298392126, 0.12358213328287052, 31, 28.74537853264777, 93.33333333333333, 'Low Risk'),
(188894, 65, 16, '40:46.2', 36.188363648173265, 98.42509688893604, 137, 86, 84, 'Male', 97.72676851063476, 1.881070504869296, 0.077456224, 51, 27.618710060258827, 103, 'Low Risk'),
(188895, 89, 14, '39:46.2', 36.89732097440617, 98.41454765, 123, 87, 25, 'Male', 55.36470813478909, 1.9659448409148133, 0.13571046535974746, 36, 14.32485906021746, 99, 'High Risk'),
(188896, 68, 17, '38:46.2', 36.26652189446149, 98.82182165209062, 130, 74, 86, 'Female', 80.06877207571894, 1.6132056314483658, 0.14866805183079151, 56, 30.76689784082653, 92.66666666666666, 'High Risk'),
(188897, 70, 16, '37:46.2', 36.08136948, 97.55567964784863, 130, 78, 36, 'Male', 91.52064390976253, 1.6370932031630998, 0.1397145801709055, 52, 34.14854910273238, 95.33333333333333, 'High Risk'),
(188898, 92, 19, '36:46.2', 36.49682550793713, 97.96010283358935, 113, 80, 25, 'Female', 76.98664701755918, 1.7275987756773548, 0.050665493, 33, 25.794649446330137, 91, 'High Risk'),
(188899, 87, 14, '35:46.2', 37.408677146405424, 99.90276907625321, 135, 70, 39, 'Female', 72.51377850059637, 1.9607609414449914, 0.060617697, 65, 18.861283433156355, 91.66666666666666, 'Low Risk'),
(188900, 77, 13, '34:46.2', 36.69580726802299, 95.59625776126059, 135, 84, 38, 'Female', 82.89498851499584, 1.8137194276251858, 0.069291445, 51, 25.199276146988584, 101, 'Low Risk'),
(188901, 74, 16, '33:46.2', 37.34856878, 99.78494205, 114, 79, 54, 'Female', 71.16989579687753, 1.8649538924932112, 0.062264943, 35, 20.462567811529585, 90.66666666666667, 'Low Risk'),
(188902, 83, 15, '32:46.2', 36.81455931271327, 96.47291773805985, 114, 72, 60, 'Female', 66.01672820478345, 1.83508673, 0.11945387382027091, 42, 19.603824563731177, 86, 'Low Risk'),
(188903, 91, 14, '31:46.2', 37.265941009189866, 95.75240317341483, 111, 86, 24, 'Male', 60.39096413749356, 1.7246178144318227, 0.14249431134691837, 25, 20.30421612170052, 94.33333333333333, 'High Risk'),
(188904, 62, 14, '30:46.2', 37.32185479993117, 99.25878040139676, 113, 76, 25, 'Female', 53.77033145159048, 1.879981651688957, 0.086775144, 37, 15.213722565599916, 88.33333333333333, 'High Risk'),
(188905, 72, 15, '29:46.2', 36.80677714154241, 98.12794513699062, 126, 77, 71, 'Female', 94.92427167092393, 1.5791745036409175, 0.078548835, 49, 38.06422803970297, 93.33333333333333, 'High Risk'),
(188906, 85, 19, '28:46.2', 36.032989219960356, 95.40463078606501, 133, 82, 58, 'Female', 88.85680223550759, 1.7732106292887466, 0.14478936190521424, 51, 28.259861427289533, 99, 'Low Risk'),
(188907, 94, 17, '27:46.2', 37.14156308618854, 98.24637314869946, 110, 88, 54, 'Female', 94.81222604922861, 1.6993073803249235, 0.11360021878703987, 22, 32.833747652907306, 95.33333333333333, 'High Risk'),
(188908, 62, 14, '26:46.2', 37.46757927077875, 98.25622236252211, 119, 75, 81, 'Male', 69.75186737464888, 1.5025259048340152, 0.081909258, 44, 30.896686213588005, 89.66666666666667, 'High Risk'),
(188909, 61, 17, '25:46.2', 37.48582158833387, 95.93442008489794, 119, 80, 81, 'Female', 91.73436179154811, 1.7897185387686412, 0.067883296, 39, 28.639311315687586, 93, 'Low Risk'),
(188910, 98, 13, '24:46.2', 36.30223053661226, 96.67855481285032, 119, 75, 65, 'Male', 68.56066121, 1.930849830072197, 0.10002238268700675, 44, 18.389842122943964, 89.66666666666667, 'High Risk'),
(188911, 96, 18, '23:46.2', 36.03141348628721, 95.32331526424461, 131, 86, 20, 'Female', 96.05497715, 1.5675226967186018, 0.076866777, 45, 39.09238770480808, 101, 'High Risk'),
(188912, 60, 12, '22:46.2', 36.52112980731208, 98.92612843501418, 117, 81, 87, 'Female', 74.61877208634118, 1.6579392350500552, 0.1472991276075981, 36, 27.146314711839917, 93, 'Low Risk'),
(188913, 91, 17, '21:46.2', 36.84393878151877, 99.00263113620211, 113, 88, 54, 'Male', 87.93895503689365, 1.921521514668533, 0.1279597092808618, 25, 23.81720516171722, 96.33333333333333, 'High Risk'),
(188914, 77, 13, '20:46.2', 36.20740569185007, 99.50645080253199, 116, 86, 71, 'Male', 73.14526806977024, 1.533538156788947, 0.090817323, 30, 31.102626359919025, 96, 'High Risk'),
(188915, 99, 14, '19:46.2', 37.39419551035011, 97.05602737240821, 124, 75, 36, 'Male', 74.31202070319422, 1.880872245434996, 0.12587363213359745, 49, 21.005860401231125, 91.33333333333333, 'High Risk'),
(188916, 76, 16, '18:46.2', 36.87139846031909, 95.47319449774157, 114, 83, 41, 'Male', 57.00681694, 1.7528904746915335, 0.072438345, 31, 18.55313181336799, 93.33333333333333, 'Low Risk'),
(188917, 87, 17, '17:46.2', 36.75925976147875, 99.8993761, 133, 74, 52, 'Female', 54.03289367113358, 1.7343198400626818, 0.1140187085945954, 59, 17.963867442461144, 93.66666666666666, 'High Risk'),
(188918, 85, 14, '16:46.2', 36.84562247, 99.11641797185699, 124, 74, 47, 'Male', 55.91826169, 1.5584137082749407, 0.066239566, 50, 23.024390518239006, 90.66666666666666, 'Low Risk'),
(188919, 76, 15, '15:46.2', 36.08073175863076, 99.48569223, 112, 73, 70, 'Male', 99.23745757009954, 1.9239129539576703, 0.1036128817486202, 39, 26.81049248426341, 86, 'Low Risk'),
(188920, 79, 15, '14:46.2', 37.21310294513547, 97.28676399, 125, 77, 74, 'Female', 76.93745416782329, 1.7860214268945147, 0.080583615, 48, 24.119287923745876, 93, 'Low Risk'),
(188921, 86, 14, '13:46.2', 36.473179780057954, 98.63339991626424, 128, 79, 30, 'Male', 82.37856830071613, 1.7466850059180785, 0.1282500330616063, 49, 27.001323715027507, 95.33333333333333, 'Low Risk'),
(188922, 77, 12, '12:46.2', 37.48511538847472, 96.52962030982434, 138, 73, 26, 'Female', 67.10236458888076, 1.7557682900245624, 0.059885083053511395, 65, 21.767242817985956, 94.66666666666666, 'Low Risk'),
(188923, 82, 17, '11:46.2', 37.355630025780044, 96.37373062464957, 122, 77, 66, 'Male', 76.45863511534398, 1.6656951614375497, 0.11251263676333575, 45, 27.55722566483808, 92, 'Low Risk'),
(188924, 82, 16, '10:46.2', 37.43523692076733, 96.46410028369058, 137, 77, 26, 'Male', 91.59461977, 1.7449942229275677, 0.079678888, 60, 30.08028710638819, 97, 'High Risk'),
(188925, 95, 15, '09:46.2', 36.00382743, 96.08547716, 118, 73, 62, 'Female', 58.49232489, 1.5895825011064821, 0.062113144, 45, 23.149026770331037, 88, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(188926, 96, 14, '08:46.2', 36.82818003, 97.24214980002822, 132, 87, 59, 'Male', 53.86143631236934, 1.9244800898443428, 0.088754231, 45, 14.542902274590839, 102, 'High Risk'),
(188927, 61, 16, '07:46.2', 36.998427905988066, 96.06715628293229, 121, 83, 42, 'Female', 85.37228306105033, 1.5631639362897847, 0.061613553, 38, 34.93878850748378, 95.66666666666667, 'High Risk'),
(188928, 91, 14, '06:46.2', 36.126971411881215, 98.76243780578268, 131, 81, 35, 'Male', 68.94661666761087, 1.6081619592658642, 0.10787961620109782, 50, 26.65958533, 97.66666666666666, 'High Risk'),
(188929, 64, 14, '05:46.2', 37.21904500448518, 98.87553203254353, 133, 71, 54, 'Female', 55.90820746849641, 1.5858534377970828, 0.059601930616735035, 62, 22.23051235346411, 91.66666666666666, 'Low Risk'),
(188930, 70, 13, '04:46.2', 36.57020199786255, 97.00941585690177, 117, 85, 52, 'Male', 63.79427206990295, 1.8878932182521706, 0.059997827, 32, 17.89892026904586, 95.66666666666667, 'High Risk'),
(188931, 89, 18, '03:46.2', 37.40778799691716, 97.71431554391305, 121, 80, 64, 'Female', 87.32016936, 1.5342964254645728, 0.12731446849578532, 41, 37.09334705109533, 93.66666666666667, 'High Risk'),
(188932, 96, 13, '02:46.2', 36.84405051, 96.95866767366971, 139, 88, 28, 'Female', 88.19277537345134, 1.677236695473915, 0.13631436835020394, 51, 31.35048751337452, 105, 'High Risk'),
(188933, 99, 12, '01:46.2', 36.73787544695996, 95.00098345395702, 119, 76, 54, 'Male', 74.37881063784914, 1.798775909727838, 0.14810467949847955, 43, 22.987677953038414, 90.33333333333333, 'High Risk'),
(188934, 91, 17, '00:46.2', 37.163629774064354, 99.90191919376922, 124, 79, 62, 'Male', 68.46692128, 1.6667425700168979, 0.088647857, 45, 24.645846765806436, 94, 'High Risk'),
(188935, 81, 14, '59:46.2', 37.22187011189859, 98.04797314019511, 121, 74, 29, 'Female', 72.79958774961362, 1.6904238811452856, 0.10117863972975569, 47, 25.476377822958643, 89.66666666666667, 'Low Risk'),
(188936, 71, 16, '58:46.2', 36.64037357518156, 96.68810906087123, 138, 89, 86, 'Female', 81.92601618253603, 1.9551134764848335, 0.10493161006182422, 49, 21.432750006660317, 105.33333333333333, 'Low Risk'),
(188937, 97, 14, '57:46.2', 37.21469532756881, 98.18699017018218, 124, 73, 30, 'Female', 85.60367656435261, 1.696326180457321, 0.14049202857957846, 51, 29.749090146763642, 90, 'High Risk'),
(188938, 66, 12, '56:46.2', 37.03768426851859, 95.31601826727702, 137, 72, 78, 'Male', 70.07221923581508, 1.7610399477206704, 0.1085521147195243, 65, 22.594745645949352, 93.66666666666666, 'Low Risk'),
(188939, 90, 19, '55:46.2', 36.765205313623014, 98.26468586779613, 117, 70, 37, 'Male', 59.411824489364676, 1.505728407124135, 0.13830174924810465, 47, 26.20472470907304, 85.66666666666667, 'Low Risk'),
(188940, 83, 19, '54:46.2', 36.88970327, 99.52244928356572, 135, 81, 48, 'Male', 86.91910129912785, 1.9335872273010621, 0.11443086029353232, 54, 23.248112047451727, 99, 'Low Risk'),
(188941, 76, 12, '53:46.2', 36.71547087630282, 96.08393412753848, 134, 89, 65, 'Female', 98.81532328050034, 1.5473482760515032, 0.11318596139059298, 45, 41.27129963196844, 104, 'High Risk'),
(188942, 63, 16, '52:46.2', 37.19697623922751, 99.89879193726355, 111, 84, 75, 'Female', 56.38022975618085, 1.6522817362759779, 0.090962277, 27, 20.65183452858837, 93, 'Low Risk'),
(188943, 63, 13, '51:46.2', 36.82606492821048, 96.54900591223483, 118, 81, 57, 'Female', 82.96233958617182, 1.9890680002207628, 0.14128138407710167, 37, 20.969193616687793, 93.33333333333333, 'Low Risk'),
(188944, 96, 19, '50:46.2', 37.29031188032875, 99.16426211369753, 117, 78, 29, 'Female', 50.86893025345348, 1.7641254986734003, 0.091039333, 39, 16.34532838347308, 91, 'High Risk'),
(188945, 91, 15, '49:46.2', 37.14280022997364, 96.86072345283768, 120, 84, 25, 'Male', 86.22994025494816, 1.6683265216917567, 0.089060059, 36, 30.98103892, 96, 'High Risk'),
(188946, 64, 18, '48:46.2', 37.22853841613808, 97.09554839440912, 116, 74, 64, 'Female', 81.04286966, 1.9823716498140653, 0.14914117089227097, 42, 20.622658697511216, 88, 'Low Risk'),
(188947, 72, 13, '47:46.2', 37.07886376726455, 98.81338074, 122, 78, 68, 'Male', 86.44855947491253, 1.5225895462227699, 0.096479851, 44, 37.28997339, 92.66666666666667, 'High Risk'),
(188948, 64, 19, '46:46.2', 37.48154750851425, 98.97614187817192, 126, 88, 75, 'Male', 82.66063423297345, 1.5004883531924955, 0.060424349, 38, 36.714149804559106, 100.66666666666667, 'High Risk'),
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(189126, 63, 15, '48:46.2', 37.05402269057522, 95.59452683768737, 127, 82, 27, 'Female', 94.51233123138873, 1.5559093856521604, 0.099885737, 45, 39.04090481815949, 97, 'High Risk'),
(189127, 98, 17, '47:46.2', 36.25536394859512, 98.04343410305509, 114, 70, 34, 'Male', 99.53799078260981, 1.9355284570942501, 0.1335369712362281, 44, 26.569889499743937, 84.66666666666667, 'High Risk'),
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(189129, 82, 18, '45:46.2', 37.19483607, 95.10918633570503, 113, 74, 56, 'Male', 53.374685693799044, 1.8375153323075195, 0.053099419, 39, 15.80787116, 87, 'High Risk'),
(189130, 84, 19, '44:46.2', 36.720110396995636, 97.93699931089365, 116, 86, 61, 'Female', 52.56939779726758, 1.8655714759158406, 0.06643839, 30, 15.104599564971151, 96, 'High Risk'),
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(189135, 73, 19, '39:46.2', 36.59764944245671, 96.13281036, 119, 78, 74, 'Male', 90.91375847, 1.7230638588951976, 0.10646445198903012, 41, 30.621528554789858, 91.66666666666667, 'High Risk'),
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(189137, 90, 13, '37:46.2', 36.42820278451137, 97.88114984364944, 116, 89, 56, 'Male', 67.81083424777951, 1.888860515562994, 0.1354730028308364, 27, 19.006375746378055, 98, 'Low Risk'),
(189138, 90, 18, '36:46.2', 36.82680165781203, 99.6188484, 139, 84, 85, 'Male', 72.67697037644014, 1.627280928194902, 0.10120397447881982, 55, 27.445537840036273, 102.33333333333333, 'Low Risk'),
(189139, 84, 17, '35:46.2', 36.25336511862434, 99.27202694, 135, 78, 87, 'Male', 66.58161695839918, 1.6903912550156823, 0.086345152, 57, 23.30128454717379, 97, 'Low Risk'),
(189140, 85, 15, '34:46.2', 37.23917583962346, 98.26324173, 137, 80, 79, 'Female', 93.86652074056308, 1.8531922634993516, 0.057096381, 57, 27.33189625679831, 99, 'Low Risk'),
(189141, 99, 19, '33:46.2', 36.268172707417605, 96.23872682368477, 121, 72, 89, 'Male', 64.80158557128232, 1.9315623459585654, 0.050720140928916135, 49, 17.368734281274882, 88.33333333333333, 'High Risk'),
(189142, 98, 14, '32:46.2', 37.26908003521426, 96.75357724178053, 111, 78, 41, 'Male', 64.80531054211134, 1.7571303436436845, 0.089413929, 33, 20.989526374177338, 89, 'High Risk'),
(189143, 69, 14, '31:46.2', 37.31250284, 96.22497765060699, 117, 79, 46, 'Female', 86.0479601, 1.8969784668961558, 0.10072682023608324, 38, 23.911993110261783, 91.66666666666667, 'Low Risk'),
(189144, 74, 16, '30:46.2', 37.28624819, 97.31819681903295, 133, 75, 39, 'Female', 69.17530349711137, 1.9873928284371543, 0.051628721, 58, 17.51393109, 94.33333333333333, 'High Risk'),
(189145, 72, 14, '29:46.2', 36.245073291745314, 95.44397932270456, 137, 85, 75, 'Female', 89.32076536790184, 1.6370830099220708, 0.076036957, 52, 33.32813664203228, 102.33333333333333, 'High Risk'),
(189146, 81, 12, '28:46.2', 36.098879343593524, 97.64005645818138, 139, 87, 49, 'Female', 95.13782233293011, 1.9114278083823646, 0.084402752, 52, 26.039785729089225, 104.33333333333333, 'Low Risk'),
(189147, 66, 14, '27:46.2', 36.16288485488981, 96.07050709339788, 115, 71, 65, 'Male', 93.34565140959127, 1.983047199190122, 0.11543413912494828, 44, 23.73711798863317, 85.66666666666667, 'Low Risk'),
(189148, 85, 12, '26:46.2', 36.84995068160039, 99.84142591952256, 133, 80, 39, 'Male', 91.21453663360472, 1.9837932959138418, 0.11769589654437211, 53, 23.17774709610062, 97.66666666666666, 'Low Risk'),
(189149, 62, 17, '25:46.2', 36.58911338334416, 96.84289972676594, 120, 78, 42, 'Female', 91.63409541840093, 1.7128211980075587, 0.081557646, 42, 31.234390714419543, 92, 'High Risk'),
(189150, 98, 12, '24:46.2', 36.912990296998586, 97.01135457, 110, 73, 89, 'Male', 90.65777803, 1.5982961812020213, 0.062196260737166525, 37, 35.48873727304314, 85.33333333333333, 'High Risk'),
(189151, 71, 16, '23:46.2', 36.13520388391175, 98.20217819621507, 119, 71, 48, 'Male', 59.222260518055336, 1.7983643919057908, 0.13070346934890942, 48, 18.311739047288548, 87, 'High Risk'),
(189152, 73, 18, '22:46.2', 36.15582164217242, 97.41191271391664, 125, 77, 33, 'Male', 64.60472877208454, 1.6531084606192237, 0.080032173, 48, 23.64076959347836, 93, 'Low Risk'),
(189153, 81, 18, '21:46.2', 36.18189204719992, 99.95855269366496, 118, 84, 42, 'Female', 57.046055087055215, 1.674798250805002, 0.08309879, 34, 20.33764300455583, 95.33333333333333, 'Low Risk'),
(189154, 99, 15, '20:46.2', 37.327810927239035, 95.76344327, 121, 80, 35, 'Male', 55.053116474466265, 1.5220650455985998, 0.050701643, 41, 23.763777852285777, 93.66666666666667, 'High Risk'),
(189155, 67, 18, '19:46.2', 37.408948954951036, 98.67130847702313, 111, 88, 64, 'Female', 55.42014842079539, 1.9738151616752924, 0.086913889, 23, 14.225080188621444, 95.66666666666667, 'High Risk'),
(189156, 89, 14, '18:46.2', 36.155926768984635, 98.52533929229493, 123, 78, 43, 'Male', 88.60183097, 1.5001751076688012, 0.092871048, 45, 39.36939915929774, 93, 'High Risk'),
(189157, 77, 18, '17:46.2', 36.16184755036646, 97.13119475299581, 134, 81, 38, 'Male', 79.79156419, 1.6594709317951264, 0.12110196387743091, 53, 28.974615394691654, 98.66666666666666, 'Low Risk'),
(189158, 83, 18, '16:46.2', 37.37642760903719, 98.99025573096523, 116, 79, 86, 'Female', 65.84218919273191, 1.951421786402871, 0.093966354, 37, 17.29027750772854, 91.33333333333333, 'High Risk'),
(189159, 92, 16, '15:46.2', 36.21565538569972, 96.94510078, 113, 82, 89, 'Female', 56.57903549674379, 1.847922882087682, 0.125825085, 31, 16.568677830034716, 92.33333333333333, 'High Risk'),
(189160, 63, 15, '14:46.2', 37.01261766437948, 96.46010215088417, 115, 86, 81, 'Female', 80.60331503689451, 1.6935092661040922, 0.094079912, 29, 28.10462204765266, 95.66666666666667, 'Low Risk'),
(189161, 66, 16, '13:46.2', 36.47724329735214, 98.81132429488959, 128, 76, 51, 'Female', 71.96777196978354, 1.8772519093752988, 0.078729115, 52, 20.42174966709372, 93.33333333333333, 'Low Risk'),
(189162, 85, 18, '12:46.2', 36.93718557925798, 97.16449691955316, 134, 78, 30, 'Male', 60.85053105681694, 1.862484369628456, 0.051749904, 56, 17.541999701701528, 96.66666666666666, 'High Risk'),
(189163, 80, 12, '11:46.2', 37.32609008917755, 97.18340534, 113, 84, 73, 'Female', 67.01808823, 1.802192295628716, 0.091013067, 29, 20.634301756816527, 93.66666666666667, 'Low Risk'),
(189164, 79, 14, '10:46.2', 37.34513863549193, 96.89003069445904, 139, 70, 65, 'Male', 80.02090637443507, 1.6549714938667988, 0.05736286, 69, 29.216112684549223, 93, 'Low Risk'),
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(189166, 66, 19, '08:46.2', 36.319223948518776, 97.33681885302151, 125, 88, 50, 'Female', 95.06770527658075, 1.7322382787266073, 0.1231672203711181, 37, 31.68237634049488, 100.33333333333333, 'High Risk'),
(189167, 67, 15, '07:46.2', 36.41906723445368, 96.20344229, 124, 81, 51, 'Female', 79.44066781887395, 1.6885766193162517, 0.061561876051970055, 43, 27.861297860630508, 95.33333333333333, 'Low Risk'),
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(189170, 90, 19, '04:46.2', 36.70734178256003, 99.39421136402402, 135, 81, 60, 'Female', 66.33117798186558, 1.6390531703173852, 0.050742654, 54, 24.69059897561378, 99, 'Low Risk'),
(189171, 92, 18, '03:46.2', 36.944766337646875, 97.49536355, 118, 89, 38, 'Male', 54.33726337880777, 1.8855013493554749, 0.11953901796263494, 29, 15.284247684334415, 98.66666666666667, 'High Risk'),
(189172, 94, 19, '02:46.2', 36.86817792033352, 95.07649975148857, 124, 87, 57, 'Female', 76.32946274593462, 1.8286488916317005, 0.06260744, 37, 22.82609137073949, 99.33333333333333, 'High Risk'),
(189173, 85, 16, '01:46.2', 37.13788281083825, 95.61479288109972, 136, 73, 25, 'Female', 68.99364746051306, 1.6926442701263498, 0.085343396, 63, 24.08117725422863, 94, 'Low Risk'),
(189174, 78, 16, '00:46.2', 37.14772534517555, 97.87725659697752, 125, 76, 70, 'Female', 92.05760401116606, 1.9751336441307772, 0.080191879, 49, 23.597537980070253, 92.33333333333333, 'Low Risk'),
(189175, 64, 16, '59:46.2', 36.975848135767514, 95.09382293413671, 112, 84, 22, 'Female', 69.38934957905703, 1.9675865504001222, 0.052826335253096685, 28, 17.923595169041917, 93.33333333333333, 'High Risk'),
(189176, 75, 12, '58:46.2', 36.259670063959334, 98.35433488, 129, 74, 57, 'Male', 67.51118049838746, 1.7287347589832494, 0.052051947, 55, 22.590142660642606, 92.33333333333333, 'Low Risk'),
(189177, 96, 18, '57:46.2', 36.16807196160353, 98.11700453, 128, 83, 54, 'Female', 72.01289099022529, 1.5704134775892749, 0.057207903273017426, 45, 29.199957450658946, 98, 'High Risk'),
(189178, 91, 13, '56:46.2', 36.742595821762784, 97.85835435937612, 114, 87, 45, 'Female', 92.69312897135376, 1.6351806119957288, 0.1455739034592891, 27, 34.66698593500231, 96, 'High Risk'),
(189179, 65, 12, '55:46.2', 36.308182632460436, 95.09465864295805, 110, 82, 65, 'Male', 85.87678886927056, 1.6491950148151189, 0.1282594076542718, 28, 31.57415743425059, 91.33333333333333, 'High Risk'),
(189180, 72, 16, '54:46.2', 36.29973846279481, 95.12345986830069, 127, 89, 68, 'Female', 68.26145147475982, 1.5299783036076458, 0.063653088, 38, 29.161171984814857, 101.66666666666667, 'Low Risk'),
(189181, 94, 12, '53:46.2', 36.51843299240071, 97.47559198582881, 118, 80, 78, 'Female', 74.65799536237562, 1.7533011148946342, 0.14978576711859964, 38, 24.286409113673546, 92.66666666666667, 'High Risk'),
(189182, 84, 12, '52:46.2', 36.422198922626805, 98.44126196840195, 134, 78, 42, 'Female', 51.86726212, 1.9749308171594233, 0.12700441968036583, 56, 13.298098651565187, 96.66666666666666, 'High Risk'),
(189183, 79, 18, '51:46.2', 36.494924846005254, 98.80140502771407, 123, 71, 23, 'Male', 82.37455183510141, 1.5685198975359698, 0.12760646246129292, 52, 33.48212397447196, 88.33333333333333, 'High Risk'),
(189184, 78, 16, '50:46.2', 36.088133620346255, 99.19278471853771, 125, 88, 27, 'Female', 78.48824169340179, 1.9344324653190412, 0.12669289700889702, 37, 20.97478199, 100.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(189187, 80, 14, '47:46.2', 37.42705717, 95.72943303329028, 117, 88, 68, 'Male', 72.62425367, 1.543317928300457, 0.13698293792195326, 29, 30.49094466, 97.66666666666667, 'High Risk'),
(189188, 94, 13, '46:46.2', 37.16852985143136, 96.03314093207524, 122, 78, 76, 'Female', 84.73706172578339, 1.7264291884175322, 0.08429832, 44, 28.429934610592856, 92.66666666666667, 'High Risk'),
(189189, 85, 13, '45:46.2', 37.43153675559255, 97.38474284661699, 129, 89, 53, 'Female', 53.13308411244879, 1.5639635824211322, 0.1394660289709052, 40, 21.72259739423741, 102.33333333333333, 'Low Risk'),
(189190, 90, 14, '44:46.2', 36.50253171707944, 97.90359250402099, 118, 78, 58, 'Male', 50.80694175336106, 1.6028424046728535, 0.068344184, 40, 19.77613448831461, 91.33333333333333, 'Low Risk'),
(189191, 99, 14, '43:46.2', 36.841657227096306, 97.20132083740843, 136, 84, 88, 'Male', 52.498264333766436, 1.816718299022128, 0.1235675702159968, 52, 15.906321782278347, 101.33333333333333, 'High Risk'),
(189192, 93, 16, '42:46.2', 36.92713203748875, 96.51520159493816, 110, 70, 87, 'Male', 91.50623477813076, 1.7981494753324876, 0.09889684, 40, 28.30082556065661, 83.33333333333333, 'High Risk'),
(189193, 91, 16, '41:46.2', 37.32596088145938, 99.04367064182053, 130, 82, 27, 'Female', 71.69279644413888, 1.6159290502238643, 0.06959867, 48, 27.455600301423175, 98, 'High Risk'),
(189194, 84, 15, '40:46.2', 36.11554611873262, 97.53326719, 118, 81, 18, 'Female', 86.94181734, 1.640575027877849, 0.077784705, 37, 32.30252867914671, 93.33333333333333, 'High Risk'),
(189195, 99, 16, '39:46.2', 37.29597862122379, 95.18402650634195, 120, 88, 65, 'Female', 69.4978178, 1.6226797622610478, 0.096331374, 32, 26.394019220138592, 98.66666666666667, 'High Risk'),
(189196, 66, 17, '38:46.2', 36.008272591469016, 99.46167344344977, 139, 83, 34, 'Female', 52.59732823739135, 1.642595828895797, 0.11150920864589109, 56, 19.49405794779634, 101.66666666666666, 'Low Risk'),
(189197, 77, 13, '37:46.2', 37.12258689943371, 97.65677252652931, 111, 72, 30, 'Female', 56.70316001937631, 1.6523903595495342, 0.057747035, 39, 20.767391844992247, 85, 'Low Risk'),
(189198, 99, 19, '36:46.2', 36.823214855231235, 95.18489663621136, 114, 86, 65, 'Male', 97.39557107167639, 1.5613042069478094, 0.14355772679737494, 28, 39.954357252658916, 95.33333333333333, 'High Risk'),
(189199, 90, 16, '35:46.2', 36.106879800379794, 96.27980933157463, 129, 70, 67, 'Male', 74.79918040663415, 1.719597592978829, 0.1477025562029971, 59, 25.295494984505808, 89.66666666666666, 'Low Risk'),
(189200, 72, 16, '34:46.2', 36.14758796413647, 99.25261878679892, 111, 86, 35, 'Male', 98.80594148296869, 1.947090448342813, 0.10487729959496965, 25, 26.062184092138615, 94.33333333333333, 'Low Risk'),
(189201, 93, 13, '33:46.2', 37.22698529451084, 99.56024931794524, 121, 86, 88, 'Male', 90.12588775014729, 1.544225938886995, 0.070031797, 35, 37.79443603766047, 97.66666666666667, 'High Risk'),
(189202, 69, 18, '32:46.2', 37.022306349940614, 96.44859006959804, 128, 70, 63, 'Male', 62.974807060540485, 1.5899995398937314, 0.1196536421107327, 58, 24.90994956972721, 89.33333333333333, 'Low Risk'),
(189203, 75, 19, '31:46.2', 36.42940065, 99.22934982, 112, 85, 69, 'Female', 83.38641471906527, 1.6209387572018106, 0.058279476, 27, 31.736723509628025, 94, 'High Risk'),
(189204, 90, 17, '30:46.2', 36.68435565772085, 99.95666974983766, 137, 88, 20, 'Male', 64.36054724154423, 1.6281126806149087, 0.074144334, 49, 24.280118974072014, 104.33333333333333, 'Low Risk'),
(189205, 81, 16, '29:46.2', 37.120907419343354, 99.69381850288488, 118, 88, 29, 'Female', 72.91082786760452, 1.9556809860209747, 0.13213105817967188, 30, 19.06320871074501, 98, 'Low Risk'),
(189206, 79, 18, '28:46.2', 36.36824212405622, 99.99061169515514, 126, 71, 32, 'Female', 99.90089511590249, 1.9163965081474017, 0.11153541376392606, 55, 27.20186229979595, 89.33333333333333, 'Low Risk'),
(189207, 83, 17, '27:46.2', 36.58667408903325, 96.28868699144061, 112, 89, 42, 'Male', 63.66715300440558, 1.8319497845340669, 0.1298700150285685, 23, 18.97091594759043, 96.66666666666667, 'Low Risk'),
(189208, 89, 16, '26:46.2', 36.067980697553374, 97.69618297128814, 110, 82, 82, 'Female', 69.73855540286286, 1.6926393035515641, 0.1493863289494442, 28, 24.34131882, 91.33333333333333, 'Low Risk'),
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(189387, 92, 18, '27:46.2', 36.08495914099315, 99.90728139130998, 118, 72, 23, 'Female', 50.596390224602075, 1.6522548057139912, 0.079238603, 46, 18.533843263177683, 87.33333333333333, 'High Risk'),
(189388, 77, 18, '26:46.2', 36.196758888355546, 97.34538304668192, 123, 78, 50, 'Female', 62.20094652224243, 1.6341542489446825, 0.1491456906885928, 45, 23.292220806669558, 93, 'Low Risk'),
(189389, 97, 14, '25:46.2', 36.945731038052266, 97.4896641, 130, 76, 73, 'Female', 82.63808205135287, 1.9732369805830532, 0.10906304386500026, 54, 21.22373122, 94, 'High Risk'),
(189390, 84, 14, '24:46.2', 36.996807087303765, 96.33986072169661, 118, 78, 51, 'Female', 90.53365529708472, 1.8749078336136065, 0.1296200903002298, 40, 25.754327151093786, 91.33333333333333, 'Low Risk'),
(189391, 78, 17, '23:46.2', 37.33049064435176, 95.38354038572405, 132, 74, 26, 'Male', 64.44347405816012, 1.653235828634629, 0.071700768, 58, 23.57812833718882, 93.33333333333333, 'Low Risk'),
(189392, 84, 14, '22:46.2', 37.32628554276167, 96.62792716284791, 132, 84, 48, 'Male', 84.15461957512501, 1.681074919, 0.140519424, 48, 29.778568970754183, 100, 'Low Risk'),
(189393, 72, 13, '21:46.2', 36.030672693151566, 95.99249789065657, 126, 82, 27, 'Female', 77.34048178413657, 1.718790169139503, 0.1000281297136749, 44, 26.17948814719318, 96.66666666666667, 'Low Risk'),
(189394, 73, 16, '20:46.2', 36.12936836555568, 96.65802204126578, 120, 70, 39, 'Female', 50.80965225874808, 1.6928187223525066, 0.10493587360399308, 50, 17.73067688, 86.66666666666666, 'High Risk'),
(189395, 92, 16, '19:46.2', 37.13325406482911, 95.62127954973421, 135, 81, 82, 'Male', 69.59667333961373, 1.8296655615983672, 0.1402979843423861, 54, 20.789548313664913, 99, 'High Risk'),
(189396, 67, 18, '18:46.2', 36.46106150968865, 99.67297192225242, 125, 86, 52, 'Male', 58.092481710898795, 1.5134764497062816, 0.10755523085021026, 39, 25.36112968486479, 99, 'Low Risk'),
(189397, 70, 19, '17:46.2', 37.49818819271821, 99.46832423467518, 110, 74, 65, 'Male', 57.544670668012316, 1.5246175972486142, 0.054114853911623684, 36, 24.75615839, 86, 'Low Risk'),
(189398, 85, 14, '16:46.2', 36.79543767023909, 97.59079772, 114, 72, 39, 'Female', 82.80434794518402, 1.8449149974939205, 0.086507825, 42, 24.327664563675395, 86, 'Low Risk'),
(189399, 62, 13, '15:46.2', 36.60688980086509, 98.84232843039158, 118, 82, 54, 'Male', 81.15302725844515, 1.7979728704374522, 0.1215245147438941, 36, 25.103741615160196, 94, 'Low Risk'),
(189400, 72, 13, '14:46.2', 37.01662092028235, 99.50953661882014, 114, 86, 25, 'Female', 84.90797780012744, 1.5319751349570394, 0.092974531, 28, 36.178042515071404, 95.33333333333333, 'High Risk'),
(189401, 82, 18, '13:46.2', 36.19959148009587, 97.25200789581288, 126, 77, 21, 'Female', 64.12891752800212, 1.7769765760684844, 0.086699014, 49, 20.309091825609183, 93.33333333333333, 'Low Risk'),
(189402, 94, 19, '12:46.2', 36.28835450587213, 96.58851986737038, 122, 83, 46, 'Female', 58.68477076340392, 1.6067613028865007, 0.12897292850608977, 39, 22.731216853940918, 96, 'High Risk'),
(189403, 93, 13, '11:46.2', 36.119542607282575, 96.47049684292762, 117, 75, 34, 'Male', 85.14482866539774, 1.5489262716764451, 0.10607672292219321, 42, 35.489246934408946, 89, 'High Risk'),
(189404, 87, 17, '10:46.2', 36.52819977, 96.73917279020412, 119, 76, 84, 'Male', 77.71199346243878, 1.5394673594898625, 0.063020923, 43, 32.79042753016794, 90.33333333333333, 'High Risk'),
(189405, 79, 12, '09:46.2', 36.78958299244184, 95.63335225292633, 116, 80, 25, 'Female', 82.99972255515277, 1.516696339755204, 0.05220691, 36, 36.08106626, 92, 'High Risk'),
(189406, 94, 14, '08:46.2', 36.407186501172845, 98.91329080980024, 117, 73, 20, 'Female', 84.52920502250268, 1.9958974127973466, 0.13277774184558372, 44, 21.219265857640643, 87.66666666666667, 'High Risk'),
(189407, 64, 14, '07:46.2', 37.10938827916772, 98.31054380853666, 114, 84, 67, 'Female', 71.92895202377052, 1.8676767942981845, 0.074650848, 30, 20.620552020660675, 94, 'Low Risk'),
(189408, 88, 13, '06:46.2', 36.05564632101429, 97.74916397212863, 121, 86, 19, 'Male', 94.09423369987475, 1.9319579494761492, 0.10875576670063306, 35, 25.209699613079433, 97.66666666666667, 'Low Risk'),
(189409, 62, 14, '05:46.2', 36.11531902081427, 98.58832846973148, 121, 83, 66, 'Female', 78.74180089064764, 1.6731188064636209, 0.085579749, 38, 28.12883732935092, 95.66666666666667, 'Low Risk'),
(189410, 87, 16, '04:46.2', 36.00760973, 98.02618979051816, 116, 83, 18, 'Male', 76.70961782691765, 1.9126293231297629, 0.082340604, 33, 20.969505999916542, 94, 'Low Risk'),
(189411, 97, 13, '03:46.2', 36.58976190881688, 95.11180062551844, 117, 73, 82, 'Female', 74.15127538047741, 1.5510778963131377, 0.10676628182368861, 44, 30.821332257702274, 87.66666666666667, 'High Risk'),
(189412, 61, 18, '02:46.2', 37.032224766141205, 98.98302104, 123, 70, 42, 'Male', 56.29948853317453, 1.5410196439710995, 0.1354230766787518, 53, 23.70762776127913, 87.66666666666666, 'Low Risk'),
(189413, 68, 12, '01:46.2', 36.59738282, 99.92028685129804, 124, 76, 23, 'Male', 93.33122179523441, 1.6770113798305286, 0.12484313852569251, 48, 33.18600176196597, 92, 'High Risk'),
(189414, 71, 13, '00:46.2', 36.892656287970524, 98.27014800362308, 139, 83, 54, 'Female', 98.93637288126462, 1.689820910421577, 0.067411471, 56, 34.6477171, 101.66666666666666, 'High Risk'),
(189415, 76, 19, '59:46.2', 36.444965896503675, 97.84973181546872, 121, 74, 29, 'Female', 60.89748001239208, 1.7156976011382428, 0.085378127, 47, 20.687967889680834, 89.66666666666667, 'Low Risk'),
(189416, 97, 16, '58:46.2', 37.2784801, 98.75607341099527, 137, 83, 26, 'Male', 92.49635411172201, 1.8425592916005131, 0.11227770469674359, 54, 27.24467746537278, 101, 'High Risk'),
(189417, 65, 18, '57:46.2', 36.33711004103617, 97.63692866, 113, 72, 41, 'Male', 60.58587091414118, 1.9644729860716472, 0.134334423, 41, 15.699261843409749, 85.66666666666667, 'High Risk'),
(189418, 62, 19, '56:46.2', 36.690784451300615, 95.66142684, 131, 73, 36, 'Female', 54.146462684049474, 1.6527836581459117, 0.065790296, 58, 19.821570878495816, 92.33333333333333, 'Low Risk'),
(189419, 77, 13, '55:46.2', 37.172351428530824, 96.14101302, 125, 70, 89, 'Male', 63.4526237, 1.9158237099444804, 0.12941191792235757, 55, 17.287750933423975, 88.33333333333333, 'High Risk'),
(189420, 91, 17, '54:46.2', 36.53306658537269, 99.70657603, 132, 88, 23, 'Male', 51.46952744792708, 1.8355821272692372, 0.13988732945387616, 44, 15.275749927947013, 102.66666666666667, 'High Risk'),
(189421, 71, 15, '53:46.2', 36.90501289515918, 98.45211019490357, 126, 71, 57, 'Male', 50.42658004424091, 1.9749982872981409, 0.11619875735248682, 55, 12.927842974725522, 89.33333333333333, 'High Risk'),
(189422, 98, 18, '52:46.2', 36.64219766607473, 98.30406677697714, 131, 76, 32, 'Female', 98.38959256, 1.7203311943321804, 0.12306088793023369, 55, 33.244900187530746, 94.33333333333333, 'High Risk'),
(189423, 84, 17, '51:46.2', 37.409199971091624, 97.91889784203966, 115, 72, 61, 'Female', 79.48405510638719, 1.7515980314211437, 0.11847318491146919, 43, 25.906641715040763, 86.33333333333333, 'Low Risk'),
(189424, 78, 12, '50:46.2', 36.80166695, 95.12614115652568, 118, 73, 86, 'Male', 91.99962023242419, 1.5770983855565615, 0.13426319110949897, 45, 36.988648248198814, 88, 'High Risk'),
(189425, 77, 16, '49:46.2', 36.78343600539264, 95.90327194, 123, 84, 37, 'Female', 82.43558707611587, 1.5954300251823352, 0.071432489, 39, 32.38614180869514, 97, 'High Risk'),
(189426, 82, 19, '48:46.2', 37.49918883, 99.06072400911505, 122, 73, 21, 'Female', 55.60792079713174, 1.7912941857198206, 0.10921416345441426, 49, 17.33017005983102, 89.33333333333333, 'High Risk'),
(189427, 89, 18, '47:46.2', 37.3710895, 97.16305213783666, 132, 80, 82, 'Male', 92.19226091720259, 1.974231523549664, 0.083828336, 52, 23.65365734952985, 97.33333333333333, 'Low Risk'),
(189428, 94, 12, '46:46.2', 36.60923291746763, 97.44029932671539, 128, 75, 62, 'Male', 84.60029099386541, 1.5951229775832017, 0.104449629, 53, 33.24937719186697, 92.66666666666666, 'High Risk'),
(189429, 78, 17, '45:46.2', 36.305650825476555, 98.73357726, 112, 71, 73, 'Female', 82.17221645550836, 1.645357409328813, 0.1258117445245714, 41, 30.353201081466004, 84.66666666666667, 'High Risk'),
(189430, 81, 14, '44:46.2', 36.84385531344511, 97.07805992479346, 128, 87, 72, 'Female', 90.03660559370057, 1.5712487239894144, 0.059213031, 41, 36.469452005564726, 100.66666666666667, 'High Risk'),
(189431, 73, 19, '43:46.2', 36.65403166924465, 97.67006646302998, 121, 76, 34, 'Male', 68.37100516057538, 1.8462090293587894, 0.052351117497629863, 45, 20.059043649806437, 91, 'Low Risk'),
(189432, 84, 16, '42:46.2', 37.080563183325324, 97.37702633957542, 113, 72, 72, 'Female', 92.54490509835045, 1.630128643669691, 0.069104396, 41, 34.82641389497017, 85.66666666666667, 'High Risk'),
(189433, 74, 17, '41:46.2', 36.207827448586876, 95.75524682896626, 118, 82, 37, 'Male', 69.81015238086634, 1.5939913792109768, 0.14037083051785187, 36, 27.475566109689737, 94, 'Low Risk'),
(189434, 75, 16, '40:46.2', 36.56526232515009, 97.30985184633877, 117, 83, 64, 'Male', 76.71418463, 1.8680581232920288, 0.085160187, 34, 21.983402100929872, 94.33333333333333, 'Low Risk'),
(189435, 68, 18, '39:46.2', 36.058435608877566, 97.51907415116963, 112, 83, 87, 'Male', 74.42087828872222, 1.7729200568788166, 0.14212444915584316, 29, 23.676444497832644, 92.66666666666667, 'Low Risk'),
(189436, 93, 16, '38:46.2', 36.37517294888469, 96.55199438534711, 127, 76, 55, 'Female', 96.39411249788935, 1.7794284005718677, 0.11048015030174188, 51, 30.443142001399647, 93, 'High Risk'),
(189437, 80, 12, '37:46.2', 36.80967414424107, 98.10931608920897, 138, 82, 40, 'Female', 82.43946499, 1.9235891510665968, 0.065748656, 56, 22.279760943960483, 100.66666666666666, 'Low Risk'),
(189438, 87, 15, '36:46.2', 36.002702078390335, 98.97661076201636, 117, 81, 45, 'Male', 95.45558710806377, 1.9541476126887654, 0.073373991, 36, 24.996926907531556, 93, 'Low Risk'),
(189439, 77, 13, '35:46.2', 36.48411102504509, 96.62164507908447, 125, 74, 70, 'Male', 72.81596686582337, 1.6272389007985102, 0.069971838, 51, 27.49944852973924, 91, 'Low Risk'),
(189440, 97, 13, '34:46.2', 37.06157240611598, 96.64531700203717, 121, 76, 40, 'Female', 72.94533694934782, 1.6593230553830045, 0.097538265, 45, 26.493274524927966, 91, 'High Risk'),
(189441, 74, 18, '33:46.2', 36.54481542418984, 95.71056415853324, 110, 70, 62, 'Female', 55.751464530429786, 1.770599912302075, 0.12844719735488963, 40, 17.78342483220035, 83.33333333333333, 'High Risk'),
(189442, 99, 15, '32:46.2', 37.47559333657364, 99.70988444098975, 116, 75, 87, 'Female', 85.46854984379485, 1.6612151865947509, 0.079381312, 41, 30.970951625292184, 88.66666666666667, 'High Risk'),
(189443, 86, 18, '31:46.2', 36.24367933289041, 98.24377612410971, 127, 82, 69, 'Female', 51.26977852937308, 1.7020021323406294, 0.072144796, 45, 17.698694859416502, 97, 'High Risk'),
(189444, 90, 13, '30:46.2', 37.379772315039695, 96.12186569722586, 125, 89, 62, 'Male', 80.45194070630785, 1.5827207171284885, 0.070509436, 36, 32.116480778260545, 101, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(189445, 60, 15, '29:46.2', 36.37398096136684, 97.58919536534947, 132, 79, 52, 'Male', 56.81505597474959, 1.600241869550079, 0.077734771, 53, 22.186672882394028, 96.66666666666666, 'Low Risk'),
(189446, 75, 15, '28:46.2', 36.04148741884105, 96.14326861739836, 129, 77, 89, 'Female', 99.43225688727739, 1.5882700070646034, 0.14237543445343287, 52, 39.41655165944089, 94.33333333333333, 'High Risk'),
(189447, 61, 12, '27:46.2', 36.91938290979688, 98.13599377993214, 133, 89, 40, 'Female', 50.16773767460611, 1.9425535526460203, 0.081802972, 44, 13.294699216985343, 103.66666666666667, 'High Risk'),
(189448, 81, 17, '26:46.2', 36.153627980943234, 95.08400879, 125, 76, 86, 'Male', 76.65625407938668, 1.6169659482006205, 0.12997725465699989, 49, 29.318776624008102, 92.33333333333333, 'Low Risk'),
(189449, 99, 17, '25:46.2', 37.18437350659055, 96.97378162, 121, 84, 67, 'Female', 56.35337290705251, 1.965409323, 0.054158397, 37, 14.58860922600338, 96.33333333333333, 'High Risk'),
(189450, 71, 13, '24:46.2', 37.38384962541218, 98.81577316062304, 132, 75, 23, 'Male', 55.60253785386129, 1.729593129721869, 0.054768776, 57, 18.58688925912008, 94, 'Low Risk'),
(189451, 93, 18, '23:46.2', 36.682889547864136, 98.13411938508317, 123, 76, 62, 'Male', 63.15242918882313, 1.6060864159536377, 0.080729114, 47, 24.48230154257573, 91.66666666666667, 'High Risk'),
(189452, 86, 12, '22:46.2', 36.23037017045485, 97.71676323976695, 113, 78, 31, 'Female', 99.95152716971945, 1.602702107323649, 0.080155005, 35, 38.912023739162834, 89.66666666666667, 'High Risk'),
(189453, 76, 14, '21:46.2', 36.21283377471382, 95.07000067184576, 120, 80, 39, 'Male', 86.14231443808828, 1.9282614197670793, 0.065397242, 40, 23.16779554489983, 93.33333333333333, 'Low Risk'),
(189454, 95, 14, '20:46.2', 36.47611411503696, 98.42153756992977, 120, 79, 39, 'Male', 51.70072787186939, 1.9899494186766495, 0.080986629, 41, 13.056073383115159, 92.66666666666667, 'High Risk'),
(189455, 86, 15, '19:46.2', 37.38705562887321, 95.70907069, 138, 89, 27, 'Female', 78.59246575, 1.9834020913324628, 0.1351498303099566, 49, 19.978339124767956, 105.33333333333333, 'Low Risk'),
(189456, 87, 13, '18:46.2', 36.839484593984125, 98.72405919563447, 114, 83, 34, 'Female', 69.55468730614929, 1.791464746415815, 0.10156069835987419, 31, 21.67254283502545, 93.33333333333333, 'Low Risk'),
(189457, 85, 13, '17:46.2', 36.04353502562027, 96.04225236537765, 114, 80, 38, 'Female', 89.58726773, 1.9518516774407986, 0.13675398589760873, 34, 23.51541605189925, 91.33333333333333, 'Low Risk'),
(189458, 86, 14, '16:46.2', 36.688733932874996, 96.0660109, 136, 83, 50, 'Male', 87.18359116363602, 1.9665663234782524, 0.061502545368583086, 53, 22.543303521976608, 100.66666666666666, 'Low Risk'),
(189459, 68, 14, '15:46.2', 36.56783872, 95.72223304506885, 136, 87, 34, 'Female', 98.20548089, 1.6065871820713151, 0.13011780209219723, 49, 38.047588093932916, 103.33333333333333, 'High Risk'),
(189460, 76, 15, '14:46.2', 37.27289606, 96.77918537791996, 116, 88, 53, 'Female', 55.17639022, 1.561595551, 0.12125389150556885, 28, 22.62643634910402, 97.33333333333333, 'Low Risk'),
(189461, 84, 15, '13:46.2', 36.31451722798658, 95.77444016680705, 116, 71, 73, 'Female', 71.69939146624728, 1.8891603939127153, 0.056135454284016895, 45, 20.089901415250075, 86, 'Low Risk'),
(189462, 84, 14, '12:46.2', 36.01979960923999, 99.21357151690388, 122, 81, 65, 'Female', 89.70499215133759, 1.851832710023458, 0.10024489424711884, 41, 26.15851648811548, 94.66666666666667, 'Low Risk'),
(189463, 88, 19, '11:46.2', 36.29244099617391, 96.38365947, 133, 85, 28, 'Male', 81.86722956106259, 1.513684895741021, 0.078482331, 48, 35.730503745064574, 101, 'High Risk'),
(189464, 75, 17, '10:46.2', 36.61974559665984, 99.06199901, 135, 87, 88, 'Female', 90.78765656088939, 1.8843903468747527, 0.0615556, 48, 25.5673116, 103, 'Low Risk'),
(189465, 75, 13, '09:46.2', 36.816586435598445, 98.15695040295644, 122, 82, 88, 'Female', 92.12967730301291, 1.501128473, 0.09791215, 40, 40.88498333093438, 95.33333333333333, 'High Risk'),
(189466, 76, 19, '08:46.2', 36.72757071432612, 98.73518482182085, 121, 87, 27, 'Male', 62.904114023901826, 1.8522000976007362, 0.067024271, 34, 18.335942753695775, 98.33333333333333, 'High Risk'),
(189467, 90, 19, '07:46.2', 36.10476064947572, 99.41081687, 116, 73, 26, 'Female', 63.36489064073986, 1.705301408047489, 0.11101484565766725, 43, 21.789456033885706, 87.33333333333333, 'Low Risk'),
(189468, 78, 16, '06:46.2', 36.07414387605822, 99.76578933406495, 121, 89, 43, 'Female', 61.16516990464491, 1.734551782902458, 0.1212923490607382, 32, 20.329638076061574, 99.66666666666667, 'Low Risk'),
(189469, 68, 14, '05:46.2', 36.80021351376843, 98.96267820901545, 117, 89, 50, 'Male', 72.85328884452805, 1.9404478351543353, 0.112305874, 28, 19.348407153814325, 98.33333333333333, 'Low Risk'),
(189470, 62, 19, '04:46.2', 36.07790398057837, 95.96778463263477, 122, 86, 76, 'Male', 62.48029624734279, 1.7385971912262013, 0.068540346, 36, 20.670221605365256, 98, 'Low Risk'),
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(189646, 82, 12, '08:46.2', 36.58326828802745, 96.90208582, 128, 86, 75, 'Female', 63.11630795, 1.7682992667173414, 0.1462646071357968, 42, 20.185060375683708, 100, 'Low Risk'),
(189647, 74, 19, '07:46.2', 37.028838894237424, 98.14883307053395, 121, 83, 25, 'Female', 90.3272845, 1.655070465995244, 0.10674654433811659, 38, 32.975088999567824, 95.66666666666667, 'High Risk'),
(189648, 76, 13, '06:46.2', 36.54614979894904, 95.57117413734602, 139, 86, 71, 'Female', 69.04953390263292, 1.6213857928130873, 0.12639218451454443, 53, 26.265642260900727, 103.66666666666666, 'Low Risk'),
(189649, 96, 15, '05:46.2', 36.316722598423816, 96.90825130979974, 113, 86, 73, 'Female', 94.71357310317529, 1.7754318447925603, 0.13860837357291997, 27, 30.04721401241651, 95, 'High Risk'),
(189650, 92, 16, '04:46.2', 36.51001814063609, 95.21303539311714, 112, 83, 22, 'Male', 68.15339951435847, 1.8567377408812133, 0.1273616343354332, 29, 19.76907700707776, 92.66666666666667, 'High Risk'),
(189651, 60, 17, '03:46.2', 36.36834498601289, 95.37194268, 124, 75, 72, 'Female', 53.94993208338997, 1.97942006, 0.13613809314369543, 49, 13.769398465451372, 91.33333333333333, 'High Risk'),
(189652, 77, 12, '02:46.2', 36.244470396693444, 97.82692421837336, 131, 77, 74, 'Female', 70.35560524471408, 1.9585009074401813, 0.14300958750795595, 54, 18.342188371025152, 95, 'High Risk'),
(189653, 66, 14, '01:46.2', 36.91359604230969, 95.78129753973123, 122, 88, 30, 'Female', 51.69542705492014, 1.6502282663374914, 0.071371371, 34, 18.98296661059142, 99.33333333333333, 'Low Risk'),
(189654, 96, 16, '00:46.2', 36.84158748636095, 95.46056968091175, 112, 83, 49, 'Male', 69.26086567362394, 1.7081351629899437, 0.1020575783444824, 29, 23.73796304490928, 92.66666666666667, 'High Risk'),
(189655, 76, 15, '59:46.2', 37.257110363668055, 99.54353882560969, 116, 83, 86, 'Male', 59.89495257073277, 1.922432282516235, 0.14869878099059264, 33, 16.20645858821489, 94, 'High Risk'),
(189656, 74, 17, '58:46.2', 36.89922483, 97.87819286796345, 137, 74, 63, 'Male', 92.33152959358515, 1.5541698703726725, 0.1053845796459876, 63, 38.225489860136626, 95, 'High Risk'),
(189657, 95, 19, '57:46.2', 36.32186208374939, 95.95416502, 110, 71, 52, 'Female', 51.937017911867166, 1.8864082353796305, 0.062162140538070114, 39, 14.595051860259384, 84, 'High Risk'),
(189658, 99, 17, '56:46.2', 36.008956462482956, 99.43350116403238, 126, 71, 70, 'Male', 51.76528154040683, 1.979676477703522, 0.096774387, 55, 13.208397631369337, 89.33333333333333, 'High Risk'),
(189659, 76, 13, '55:46.2', 36.85804689, 99.85664560451707, 130, 82, 70, 'Female', 89.40324221036123, 1.6967785029907985, 0.1317040488116321, 48, 31.052957013541537, 98, 'High Risk'),
(189660, 92, 17, '54:46.2', 37.32904871911557, 98.23825565419108, 129, 70, 25, 'Male', 75.77352198275463, 1.8336226091715602, 0.083822892, 59, 22.537075690358208, 89.66666666666666, 'High Risk'),
(189661, 82, 14, '53:46.2', 37.42568863722734, 96.17167745069209, 136, 89, 68, 'Female', 80.78910753683496, 1.9932188559915647, 0.081502944, 47, 20.334937252116067, 104.66666666666667, 'Low Risk'),
(189662, 63, 17, '52:46.2', 36.26776116834941, 98.87052477748486, 118, 89, 48, 'Female', 76.74258725457186, 1.768246733888193, 0.1107019823022207, 29, 24.544303216618864, 98.66666666666667, 'Low Risk'),
(189663, 98, 14, '51:46.2', 37.24821166781635, 96.61144211, 128, 82, 19, 'Male', 60.20261617077949, 1.519272485557646, 0.074174747, 46, 26.082187879985256, 97.33333333333333, 'High Risk'),
(189664, 92, 17, '50:46.2', 36.96560969013666, 95.27171443433183, 131, 72, 32, 'Female', 73.24667668792135, 1.8969401205505325, 0.082492335, 59, 20.355448735703312, 91.66666666666666, 'High Risk'),
(189665, 90, 15, '49:46.2', 36.03066329885622, 99.82755846794674, 114, 85, 24, 'Male', 79.29202012656721, 1.843305396395576, 0.1110865103079291, 29, 23.33645552114228, 94.66666666666667, 'Low Risk'),
(189666, 90, 13, '48:46.2', 36.90788787, 99.75255584188109, 135, 84, 33, 'Female', 70.57257519691034, 1.8701088945942843, 0.12027985999852447, 51, 20.17911770238268, 101, 'Low Risk'),
(189667, 80, 17, '47:46.2', 36.32449176352154, 96.92458184711224, 136, 84, 18, 'Male', 75.78138433040196, 1.8585266378350687, 0.084098982, 52, 21.93941050369525, 101.33333333333333, 'Low Risk'),
(189668, 66, 16, '46:46.2', 36.906133650835095, 98.80700384577715, 119, 78, 59, 'Female', 99.93526944, 1.6791153749368748, 0.050184289366157486, 41, 35.44522285, 91.66666666666667, 'High Risk'),
(189669, 71, 12, '45:46.2', 36.89634683049241, 98.30240990885132, 125, 73, 71, 'Female', 77.22503781982438, 1.6319579764979135, 0.1161231422096253, 52, 28.996139937076112, 90.33333333333333, 'Low Risk'),
(189670, 63, 12, '44:46.2', 36.796837387178336, 98.04584472083071, 126, 89, 72, 'Female', 52.599069498504406, 1.8136260939938103, 0.097359916, 37, 15.991255047986645, 101.33333333333333, 'High Risk'),
(189671, 75, 12, '43:46.2', 36.58833988936615, 99.25862460011717, 135, 84, 48, 'Female', 58.55237420629738, 1.5382178327855045, 0.1374096472046672, 51, 24.74621751296483, 101, 'Low Risk'),
(189672, 62, 17, '42:46.2', 37.39510770685753, 95.90217142888304, 135, 80, 59, 'Female', 82.49908235159052, 1.7555758009370679, 0.063379573, 55, 26.767631578602597, 98.33333333333333, 'Low Risk'),
(189673, 72, 15, '41:46.2', 37.246500554274164, 96.32898529720094, 132, 77, 21, 'Male', 79.26676882, 1.547247019446396, 0.1267010956252262, 55, 33.11096557457135, 95.33333333333333, 'High Risk'),
(189674, 89, 13, '40:46.2', 36.448020858433644, 97.68742525, 129, 86, 85, 'Female', 71.15208134700703, 1.8608079157785486, 0.10321236436188047, 43, 20.548707910738358, 100.33333333333333, 'Low Risk'),
(189675, 61, 18, '39:46.2', 36.033192474067555, 99.21566028658904, 123, 87, 73, 'Female', 73.99593430819648, 1.9542827023807159, 0.089604181, 36, 19.374615037248805, 99, 'Low Risk'),
(189676, 66, 19, '38:46.2', 36.78016434025379, 98.91000728870071, 112, 86, 59, 'Male', 69.57635076648383, 1.9188812996033429, 0.1495507625170388, 26, 18.895806180202147, 94.66666666666667, 'Low Risk'),
(189677, 91, 19, '37:46.2', 37.45241178697969, 98.58604671, 122, 85, 70, 'Female', 91.64119828, 1.938789479025747, 0.085483206, 37, 24.37976138247198, 97.33333333333333, 'High Risk'),
(189678, 92, 19, '36:46.2', 36.61426913317159, 98.77950772772196, 130, 83, 52, 'Male', 99.24134581367468, 1.8630845741318123, 0.11969603536097867, 47, 28.590878839676996, 98.66666666666667, 'High Risk'),
(189679, 79, 18, '35:46.2', 36.98684122211305, 96.92504349601444, 119, 81, 18, 'Male', 95.03154388927146, 1.670290499959496, 0.13842941917563079, 38, 34.063068107926604, 93.66666666666667, 'High Risk'),
(189680, 70, 13, '34:46.2', 36.30638083928418, 98.59772087396948, 121, 81, 25, 'Female', 82.31202573, 1.6561531217008565, 0.14620065171950314, 40, 30.009745671938415, 94.33333333333333, 'High Risk'),
(189681, 60, 16, '33:46.2', 37.25162715080978, 98.35971370137919, 116, 78, 62, 'Female', 99.38754147634877, 1.9217146618757714, 0.13243257570911743, 38, 26.912506047935967, 90.66666666666667, 'Low Risk'),
(189682, 83, 15, '32:46.2', 36.658893613134424, 98.91249044786507, 110, 83, 24, 'Female', 52.673611811163404, 1.7034826340834375, 0.10229134849302067, 27, 18.151715567637442, 92, 'High Risk'),
(189683, 80, 14, '31:46.2', 36.738141349156145, 96.78221169863171, 137, 74, 18, 'Female', 75.06571671116781, 1.5987211614455985, 0.070657257, 63, 29.36947534968092, 95, 'Low Risk'),
(189684, 98, 17, '30:46.2', 36.501383240821724, 98.87973304469207, 125, 76, 76, 'Female', 53.726497461316804, 1.698198544113875, 0.1170933184145921, 49, 18.629946190923736, 92.33333333333333, 'High Risk'),
(189685, 88, 13, '29:46.2', 37.43795528522299, 97.99650355795883, 110, 82, 69, 'Male', 99.73110554, 1.8505877227918233, 0.11776827568202249, 28, 29.121334980829463, 91.33333333333333, 'Low Risk'),
(189686, 81, 13, '28:46.2', 36.818042963506144, 98.29312054000908, 138, 84, 43, 'Male', 87.25721320706285, 1.632969340342738, 0.10939528342631244, 54, 32.72240963, 102, 'High Risk'),
(189687, 66, 15, '27:46.2', 37.14149867384888, 99.14222597607178, 122, 88, 67, 'Female', 95.71075186195495, 1.977076757025982, 0.075335153, 34, 24.48576442819613, 99.33333333333333, 'Low Risk'),
(189688, 93, 15, '26:46.2', 37.34614878913252, 98.08297222873692, 135, 70, 61, 'Female', 59.12789008906246, 1.5337682258921426, 0.11395546344261408, 65, 25.134653870374002, 91.66666666666666, 'High Risk'),
(189689, 63, 17, '25:46.2', 36.25464510426103, 98.14378453785741, 118, 83, 60, 'Male', 69.91491678730465, 1.5819495773919807, 0.051841749925615216, 35, 27.937309009872692, 94.66666666666667, 'Low Risk'),
(189690, 67, 19, '24:46.2', 37.28947647256406, 99.07878292256275, 117, 70, 74, 'Female', 72.87263873617661, 1.6357012197039758, 0.081067605, 47, 27.236828778074525, 85.66666666666667, 'Low Risk'),
(189691, 63, 17, '23:46.2', 37.03158059405781, 95.08396514285062, 121, 78, 38, 'Male', 57.70453913747672, 1.7716482978959318, 0.088251985, 43, 18.384632553046462, 92.33333333333333, 'High Risk'),
(189692, 67, 19, '22:46.2', 36.210239188614786, 98.37236781320706, 131, 86, 49, 'Female', 51.24673325555856, 1.7829802681171185, 0.05008714, 45, 16.12029972622631, 101, 'High Risk'),
(189693, 60, 14, '21:46.2', 37.31200745205526, 96.93971597, 127, 84, 36, 'Female', 84.17911221, 1.858060292, 0.078340592, 43, 24.382865129433117, 98.33333333333333, 'Low Risk'),
(189694, 66, 19, '20:46.2', 37.430460453048944, 97.45830847112464, 111, 73, 62, 'Female', 97.27512692, 1.5503360954800418, 0.10757142408898773, 38, 40.47157343642306, 85.66666666666667, 'High Risk'),
(189695, 64, 18, '19:46.2', 37.32663911053588, 98.99736577250601, 130, 70, 77, 'Female', 60.63598471065259, 1.7902240308446773, 0.11476583422908697, 60, 18.91976203, 90, 'Low Risk'),
(189696, 87, 13, '18:46.2', 36.83722191383226, 95.12633792709514, 127, 84, 39, 'Female', 74.14312231105043, 1.8030588899755013, 0.078356255, 43, 22.806101247712864, 98.33333333333333, 'Low Risk'),
(189697, 85, 18, '17:46.2', 36.45725161263266, 95.81435297014329, 134, 72, 45, 'Female', 97.11511497150889, 1.5995655485560905, 0.13961048521906988, 62, 37.95620164550869, 92.66666666666666, 'High Risk'),
(189698, 96, 15, '16:46.2', 36.80101854072901, 97.37847747451025, 125, 84, 49, 'Female', 92.71882861, 1.906804953586824, 0.058550998, 41, 25.500893248808893, 97.66666666666667, 'High Risk'),
(189699, 62, 17, '15:46.2', 36.97876289219381, 98.45613990172801, 113, 71, 54, 'Male', 55.45689504, 1.5127714195678144, 0.097257339, 42, 24.23309743927888, 85, 'Low Risk'),
(189700, 99, 12, '14:46.2', 36.76090118836096, 99.43932543, 138, 80, 22, 'Female', 60.58473483297472, 1.634609703, 0.073679991, 58, 22.674361499941103, 99.33333333333333, 'High Risk'),
(189701, 76, 17, '13:46.2', 36.52366827320824, 99.28355814069351, 135, 72, 66, 'Male', 62.42084978649072, 1.7347841503472143, 0.068909442, 63, 20.741434317723204, 93, 'Low Risk'),
(189702, 82, 12, '12:46.2', 36.755192749156656, 95.35173152602576, 119, 87, 24, 'Male', 82.36257229266212, 1.8116012475649672, 0.13472068537700155, 32, 25.096010047990656, 97.66666666666667, 'Low Risk'),
(189703, 96, 16, '11:46.2', 37.11606626662108, 95.17647918821659, 119, 78, 65, 'Female', 83.56003630409668, 1.8534335275302423, 0.11105421784223868, 41, 24.32453743006265, 91.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(189704, 97, 14, '10:46.2', 37.09794453112661, 95.27035346778372, 116, 75, 23, 'Male', 59.21993661601802, 1.9405502588163304, 0.058706650628288407, 41, 15.725995532946744, 88.66666666666667, 'High Risk'),
(189705, 68, 18, '09:46.2', 36.417318152317016, 99.68327093005024, 137, 82, 36, 'Female', 91.96653820568703, 1.9944872201208452, 0.069900415, 55, 23.11890835402912, 100.33333333333333, 'Low Risk'),
(189706, 81, 19, '08:46.2', 37.027426039414635, 95.09397738012677, 125, 77, 71, 'Female', 94.71429475048242, 1.6119185631454225, 0.1001735620548054, 48, 36.45266935840014, 93, 'High Risk'),
(189707, 86, 13, '07:46.2', 36.601127318531844, 99.48086889, 133, 89, 32, 'Male', 85.30068892059569, 1.6160184165405502, 0.12157885975062944, 44, 32.66329002545198, 103.66666666666667, 'High Risk'),
(189708, 82, 14, '06:46.2', 36.48045554872351, 99.89025760269546, 134, 76, 41, 'Female', 63.81719339336416, 1.9833272543960216, 0.1405526553816106, 58, 16.223663904045793, 95.33333333333333, 'High Risk'),
(189709, 72, 12, '05:46.2', 37.017456503281906, 99.29401433770957, 126, 71, 60, 'Male', 56.190336361378236, 1.6233934861793407, 0.09413555, 55, 21.321317322251993, 89.33333333333333, 'Low Risk'),
(189710, 92, 16, '04:46.2', 36.77056307804266, 99.96242684, 119, 70, 79, 'Male', 77.85237129409882, 1.571881056357284, 0.069536786, 49, 31.50884509555988, 86.33333333333333, 'High Risk'),
(189711, 84, 17, '03:46.2', 37.49875490759782, 95.73695815937432, 110, 85, 46, 'Female', 81.43900051, 1.6418281523287945, 0.05313931, 25, 30.211830437970587, 93.33333333333333, 'High Risk'),
(189712, 78, 17, '02:46.2', 36.19431349385939, 97.56495825525897, 110, 88, 52, 'Male', 56.292419085910446, 1.8779732538599667, 0.061961083, 22, 15.961404609079471, 95.33333333333333, 'High Risk'),
(189713, 99, 19, '01:46.2', 36.130816794095196, 96.29577849242237, 113, 84, 77, 'Male', 58.828126171801465, 1.9025890134617747, 0.090161928, 29, 16.25155964330225, 93.66666666666667, 'High Risk'),
(189714, 63, 17, '00:46.2', 37.20637536380187, 96.34663105, 139, 73, 58, 'Female', 71.52244203, 1.875812849581683, 0.10670512208216745, 66, 20.326533561085814, 95, 'Low Risk'),
(189715, 63, 13, '59:46.2', 36.63168370705165, 97.62686876485652, 128, 76, 57, 'Female', 75.97593881767519, 1.792702057014452, 0.10832295597157718, 52, 23.640673316572858, 93.33333333333333, 'Low Risk'),
(189716, 76, 12, '58:46.2', 36.66940837520192, 99.10969330810849, 128, 81, 56, 'Female', 64.08246564361907, 1.6834329106741284, 0.10414716103173341, 47, 22.612448295040668, 96.66666666666667, 'Low Risk'),
(189717, 99, 16, '57:46.2', 36.868788466868104, 99.50746652046013, 120, 78, 60, 'Female', 90.95214705121923, 1.8213156296940225, 0.14118730839260868, 42, 27.41842643032936, 92, 'High Risk'),
(189718, 64, 17, '56:46.2', 36.964314011532736, 96.76279408628376, 118, 84, 69, 'Male', 77.13918478840853, 1.5663208877602655, 0.063881906, 34, 31.44224633364717, 95.33333333333333, 'High Risk'),
(189719, 65, 12, '55:46.2', 37.41023203528802, 97.28104561146223, 136, 72, 32, 'Male', 97.99552447, 1.9327842063330947, 0.052360682620864955, 64, 26.23248935515454, 93.33333333333333, 'Low Risk'),
(189720, 94, 17, '54:46.2', 36.87833323062378, 96.63946888582849, 122, 71, 28, 'Female', 55.15966076091088, 1.9201936536661028, 0.1050443080960341, 51, 14.959997693043624, 88, 'High Risk'),
(189721, 87, 16, '53:46.2', 36.806201349285956, 99.01628878904125, 123, 88, 83, 'Male', 70.40796108, 1.7093802621603578, 0.10375323276907852, 35, 24.095969123392834, 99.66666666666667, 'Low Risk'),
(189722, 87, 17, '52:46.2', 36.49225125545701, 96.02214266414967, 124, 85, 66, 'Female', 89.71856115137558, 1.5130842681149088, 0.078659702, 39, 39.18826790348324, 98, 'High Risk'),
(189723, 72, 19, '51:46.2', 36.09903991186444, 98.52030442308285, 134, 85, 34, 'Female', 94.51760509013307, 1.9651221363185396, 0.07314807, 49, 24.475615, 101.33333333333333, 'Low Risk'),
(189724, 92, 13, '50:46.2', 36.56534376571598, 96.16472181643489, 112, 74, 76, 'Female', 55.95326747679157, 1.594062980839801, 0.092601334, 38, 22.019857313993576, 86.66666666666667, 'High Risk'),
(189725, 74, 12, '49:46.2', 36.569985369524005, 98.51823437036514, 126, 75, 58, 'Male', 77.69050835017737, 1.6829311578701462, 0.14484655733643362, 51, 27.430597086062058, 92, 'Low Risk'),
(189726, 78, 13, '48:46.2', 36.227696357374484, 98.09545047206561, 123, 81, 67, 'Female', 68.21766146988591, 1.9966978024331952, 0.050344692, 42, 17.11087220160754, 95, 'High Risk'),
(189727, 67, 13, '47:46.2', 36.17878716484704, 97.88779057153192, 131, 79, 48, 'Female', 61.034839662375546, 1.8379755821068986, 0.1194322353587709, 52, 18.067511226120228, 96.33333333333333, 'High Risk'),
(189728, 80, 18, '46:46.2', 37.36016594237446, 96.97377731861222, 138, 85, 82, 'Male', 80.24803264619553, 1.5610150405326269, 0.14473134415561967, 53, 32.93216016866733, 102.66666666666666, 'High Risk'),
(189729, 72, 18, '45:46.2', 36.50182486596365, 97.02393926215234, 113, 84, 32, 'Male', 57.54073465373945, 1.5026378109055925, 0.088777788, 29, 25.48395190952297, 93.66666666666667, 'Low Risk'),
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(189906, 68, 13, '48:46.2', 37.36292500891156, 95.99326345100363, 125, 78, 20, 'Female', 99.70826512, 1.7390404578848724, 0.144080265, 47, 32.969456529357274, 93.66666666666667, 'High Risk'),
(189907, 79, 19, '47:46.2', 36.64393022188555, 99.67437487751053, 125, 74, 66, 'Male', 71.05388807809777, 1.5957138455099829, 0.065487088, 51, 27.904729758492476, 91, 'Low Risk'),
(189908, 93, 14, '46:46.2', 36.28319307626677, 99.57726940170524, 134, 75, 46, 'Female', 52.63237288031033, 1.7869101531415763, 0.13092324264720478, 59, 16.483427309727062, 94.66666666666666, 'High Risk'),
(189909, 99, 15, '45:46.2', 37.30904760640601, 96.81892952074239, 138, 87, 38, 'Male', 68.56420863013909, 1.8959425856798457, 0.13845379075486725, 51, 19.074233929093623, 104, 'High Risk'),
(189910, 78, 15, '44:46.2', 37.297367835816715, 98.68172272188735, 133, 78, 84, 'Female', 88.14860671188836, 1.5297524812944934, 0.069835161, 55, 37.66804838167108, 96.33333333333333, 'High Risk'),
(189911, 83, 18, '43:46.2', 36.70967711033056, 95.08976900210016, 135, 73, 87, 'Female', 95.62058406726419, 1.8318276745165598, 0.084605145, 62, 28.49588571548546, 93.66666666666666, 'Low Risk'),
(189912, 69, 14, '42:46.2', 37.172584545414985, 97.80820750498353, 112, 76, 31, 'Male', 89.92624475, 1.8243085062739175, 0.1274918207255772, 36, 27.020282897321614, 88, 'Low Risk'),
(189913, 83, 15, '41:46.2', 36.24006432624098, 95.99054201491377, 121, 84, 64, 'Female', 95.7202889, 1.6535342131677768, 0.094575225, 37, 35.00883268492808, 96.33333333333333, 'High Risk'),
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(189915, 61, 15, '39:46.2', 36.29817409676385, 95.84550227025026, 117, 88, 69, 'Female', 81.93321536016302, 1.972794469755757, 0.1291252414570923, 29, 21.052143169832604, 97.66666666666667, 'Low Risk'),
(189916, 91, 15, '38:46.2', 37.20146047282047, 97.38746088434435, 127, 87, 80, 'Female', 55.30295884348793, 1.9744757334235659, 0.13822059906884637, 40, 14.185503871160545, 100.33333333333333, 'High Risk'),
(189917, 66, 12, '37:46.2', 36.75338954267505, 98.40825883528521, 112, 71, 41, 'Female', 78.27924666012962, 1.7729018861364312, 0.072524757, 41, 24.90446596070232, 84.66666666666667, 'Low Risk'),
(189918, 65, 13, '36:46.2', 37.21600417041329, 95.47624131731465, 116, 85, 58, 'Female', 78.31605269005262, 1.7825753661858332, 0.1409800921112817, 31, 24.6464849, 95.33333333333333, 'Low Risk'),
(189919, 69, 18, '35:46.2', 37.14111662029999, 99.55429775058177, 110, 83, 29, 'Male', 86.30715229271516, 1.584914084776909, 0.086259618, 27, 34.358590350934904, 92, 'High Risk'),
(189920, 78, 15, '34:46.2', 36.37803890367008, 99.66006059013222, 111, 87, 58, 'Female', 55.10730009380496, 1.5415172641324935, 0.10573997424000185, 24, 23.190619378614308, 95, 'Low Risk'),
(189921, 89, 12, '33:46.2', 37.35875943483393, 98.90928637055517, 110, 85, 49, 'Male', 82.77525566787887, 1.798399729553769, 0.10590942460536135, 25, 25.593405265074402, 93.33333333333333, 'Low Risk'),
(189922, 61, 19, '32:46.2', 37.171788609220144, 98.01896195, 118, 78, 88, 'Male', 92.71680052668663, 1.5472124113693586, 0.11402259141535315, 40, 38.730986196769514, 91.33333333333333, 'High Risk'),
(189923, 97, 16, '31:46.2', 37.300705960127736, 98.96390718771787, 118, 70, 63, 'Female', 80.29908894904729, 1.9751378274911742, 0.11341914385435672, 48, 20.583337953842896, 86, 'High Risk'),
(189924, 78, 15, '30:46.2', 37.08062242985883, 95.08807268349611, 114, 81, 40, 'Male', 77.54147298361211, 1.9179699099718435, 0.14732504824727988, 33, 21.079022513794534, 92, 'Low Risk'),
(189925, 96, 19, '29:46.2', 36.26888408557962, 99.31968709465701, 112, 74, 40, 'Female', 69.74629353287933, 1.619797138513504, 0.1304751710095971, 38, 26.582748252629354, 86.66666666666667, 'High Risk'),
(189926, 80, 12, '28:46.2', 36.354702433477705, 99.69051911349062, 131, 84, 18, 'Male', 77.58470970743515, 1.9928350639935382, 0.10814143453910915, 47, 19.535900176202897, 99.66666666666667, 'Low Risk'),
(189927, 76, 19, '27:46.2', 37.36584868547781, 97.52140642218465, 115, 84, 60, 'Female', 85.96000899431668, 1.7181361720327248, 0.10599144435272895, 31, 29.119324084145397, 94.33333333333333, 'Low Risk'),
(189928, 97, 16, '26:46.2', 37.03321851, 95.55657032342002, 136, 88, 62, 'Female', 74.92750408478858, 1.5475444077919518, 0.14901740954728487, 48, 31.28635908547802, 104, 'High Risk'),
(189929, 93, 19, '25:46.2', 36.64878054734353, 98.02873355, 134, 81, 36, 'Male', 77.67179877, 1.969622698858323, 0.13580953029053122, 53, 20.0215309, 98.66666666666666, 'High Risk'),
(189930, 67, 17, '24:46.2', 36.59949305205897, 97.7628212, 123, 86, 85, 'Male', 83.69927354459455, 1.8278218210333819, 0.1082000217424054, 37, 25.05266742224981, 98.33333333333333, 'Low Risk'),
(189931, 82, 16, '23:46.2', 36.74755173755732, 97.76412050309034, 125, 81, 79, 'Female', 98.10590270771024, 1.896403678, 0.062055248, 44, 27.279321270716164, 95.66666666666667, 'Low Risk'),
(189932, 81, 12, '22:46.2', 37.22776943989121, 97.35898284445719, 121, 86, 83, 'Male', 59.66481768040864, 1.608659249416483, 0.062753591, 35, 23.056330934433372, 97.66666666666667, 'Low Risk'),
(189933, 85, 15, '21:46.2', 37.179217544268575, 95.58312272001157, 121, 74, 65, 'Male', 92.20917005528987, 1.990986873783645, 0.12849997025549653, 47, 23.26147873770968, 89.66666666666667, 'Low Risk'),
(189934, 80, 13, '20:46.2', 36.74292789842977, 96.04201473995167, 114, 86, 21, 'Male', 57.266182034238795, 1.6669092722385193, 0.14209562193542086, 28, 20.609825025567506, 95.33333333333333, 'Low Risk'),
(189935, 84, 13, '19:46.2', 37.305207219778794, 98.35780295687655, 111, 80, 58, 'Female', 50.286351728389846, 1.8699694263277824, 0.10598487737854598, 31, 14.380736105664482, 90.33333333333333, 'High Risk'),
(189936, 66, 18, '18:46.2', 36.75782905277551, 95.51226705515366, 119, 79, 68, 'Female', 64.48334758262874, 1.9557830525343873, 0.075144676, 40, 16.858006551551004, 92.33333333333333, 'High Risk'),
(189937, 96, 17, '17:46.2', 37.38882701306234, 98.26140554646108, 118, 74, 84, 'Male', 75.17198021926353, 1.8304072521860937, 0.05423688, 44, 22.436780289706462, 88.66666666666667, 'High Risk'),
(189938, 80, 17, '16:46.2', 37.21420337825182, 97.20125229711155, 130, 73, 28, 'Female', 99.82816455436138, 1.8917177657692468, 0.1263509395724674, 57, 27.89590152567376, 92, 'Low Risk'),
(189939, 81, 16, '15:46.2', 36.06549712712546, 96.18557701, 133, 76, 52, 'Male', 79.43829608908293, 1.5385101848261797, 0.14834241445806762, 57, 33.560557685217844, 95, 'High Risk'),
(189940, 86, 15, '14:46.2', 36.75701947266166, 98.21391859957393, 117, 88, 56, 'Female', 66.57374010161405, 1.7252605417361022, 0.074756697, 29, 22.366270694797713, 97.66666666666667, 'Low Risk'),
(189941, 76, 16, '13:46.2', 36.55225690520966, 98.86665931206113, 135, 78, 18, 'Male', 69.62760573640229, 1.6176485291179503, 0.098921056, 57, 26.608054848314566, 97, 'Low Risk'),
(189942, 93, 14, '12:46.2', 36.10390975486211, 98.09195416311795, 130, 73, 36, 'Female', 51.06276887, 1.6892996931231798, 0.1488361670836349, 57, 17.89332105080579, 92, 'High Risk'),
(189943, 97, 19, '11:46.2', 36.34055688357895, 99.35257996213488, 112, 83, 19, 'Male', 86.78131310509417, 1.8810248011299164, 0.10228764747115818, 29, 24.526590144924146, 92.66666666666667, 'High Risk'),
(189944, 95, 12, '10:46.2', 36.430778298164995, 95.16432358315063, 116, 75, 23, 'Male', 99.54455421788631, 1.5437638947992829, 0.11612151970734104, 41, 41.76916053373171, 88.66666666666667, 'High Risk'),
(189945, 65, 17, '09:46.2', 37.37759944721614, 99.11520859, 130, 73, 77, 'Male', 69.16440473523501, 1.8454125774711656, 0.066717522, 57, 20.30933442812824, 92, 'Low Risk'),
(189946, 84, 12, '08:46.2', 36.134484361978316, 99.11905823308105, 134, 76, 31, 'Male', 61.68019071192849, 1.6508221344347955, 0.10427074497265312, 58, 22.633157271182036, 95.33333333333333, 'Low Risk'),
(189947, 99, 13, '07:46.2', 37.31199826250206, 96.80369186315775, 133, 86, 33, 'Female', 91.38835452900867, 1.9329292447688258, 0.10193760629928272, 47, 24.46014031530075, 101.66666666666667, 'High Risk'),
(189948, 88, 16, '06:46.2', 37.29436900632679, 98.36759244735788, 132, 75, 20, 'Female', 54.79455898735723, 1.560674542270998, 0.12089041760949527, 57, 22.49638539247022, 94, 'Low Risk'),
(189949, 65, 12, '05:46.2', 37.38032347830126, 98.41512884261306, 137, 76, 23, 'Male', 92.83541999625818, 1.7960727791758098, 0.076834502, 61, 28.778346997220854, 96.33333333333333, 'Low Risk'),
(189950, 65, 15, '04:46.2', 36.28001235226456, 96.18580614849773, 131, 78, 45, 'Female', 78.39806818657242, 1.9923680177618803, 0.073897659, 53, 19.749960801940507, 95.66666666666666, 'Low Risk'),
(189951, 76, 13, '03:46.2', 36.37795250695917, 96.99059578932341, 125, 80, 31, 'Male', 64.43867748998608, 1.581305653922306, 0.071427459, 45, 25.770032785902142, 95, 'Low Risk'),
(189952, 84, 13, '02:46.2', 37.241505679876106, 99.02956416060167, 122, 72, 25, 'Male', 94.38079498645124, 1.7709665633561196, 0.054769879814686485, 50, 30.092821425197524, 88.66666666666666, 'High Risk'),
(189953, 74, 17, '01:46.2', 37.48223946159497, 95.18116747988047, 120, 76, 75, 'Male', 71.27627782750443, 1.8815956035178658, 0.080630216, 44, 20.13225546758302, 90.66666666666667, 'Low Risk'),
(189954, 97, 19, '00:46.2', 36.23565852307299, 97.16513813283238, 131, 82, 28, 'Male', 54.64671154949735, 1.519828821863672, 0.14455177808816483, 49, 23.65781767128561, 98.33333333333333, 'High Risk'),
(189955, 69, 15, '59:46.2', 36.18338353378696, 97.01320257110821, 119, 77, 57, 'Female', 96.11350591450545, 1.7699428036346345, 0.1364751526322548, 42, 30.680748795952884, 91, 'High Risk'),
(189956, 99, 13, '58:46.2', 36.84662023138615, 96.51846400564546, 135, 76, 50, 'Female', 63.46942798600416, 1.840356336962882, 0.054000313, 59, 18.739618374797953, 95.66666666666666, 'High Risk'),
(189957, 92, 19, '57:46.2', 36.250578125707854, 99.74205442134657, 125, 72, 23, 'Female', 78.91039021557502, 1.710557787, 0.064051485, 53, 26.96861790655339, 89.66666666666666, 'High Risk'),
(189958, 84, 13, '56:46.2', 36.142023993415094, 97.53675867782478, 117, 75, 24, 'Male', 67.72380734859519, 1.8476173112685257, 0.095687074, 42, 19.838887751065503, 89, 'Low Risk'),
(189959, 72, 17, '55:46.2', 36.82060317, 99.47921709, 126, 84, 66, 'Male', 69.32541350173727, 1.551301942119918, 0.1060300450021392, 42, 28.807116984548063, 98, 'Low Risk'),
(189960, 60, 14, '54:46.2', 36.255862242361495, 96.00646079352578, 128, 78, 79, 'Female', 88.99084803, 1.628796179035787, 0.087593479, 50, 33.543769234338406, 94.66666666666666, 'High Risk'),
(189961, 86, 14, '53:46.2', 36.8946806, 97.29773654854066, 128, 87, 30, 'Male', 55.354933221175685, 1.8403745907615825, 0.13656305323630305, 41, 16.343455096012185, 100.66666666666667, 'High Risk'),
(189962, 72, 15, '52:46.2', 36.136668378667174, 99.76853380956656, 134, 72, 29, 'Female', 97.02082406874355, 1.5572841153725727, 0.061713042, 62, 40.006379618713034, 92.66666666666666, 'High Risk'),
(189963, 94, 14, '51:46.2', 36.664071934637676, 99.59364661296799, 136, 75, 44, 'Female', 82.09595753, 1.5065942978914317, 0.11956901315804237, 61, 36.16838640398118, 95.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(189965, 64, 19, '49:46.2', 36.28574582481428, 96.72024736743005, 122, 82, 42, 'Female', 76.03485243470215, 1.651385422, 0.087355401, 40, 27.88147944089966, 95.33333333333333, 'Low Risk'),
(189966, 81, 17, '48:46.2', 36.86752214505624, 98.63424227, 117, 79, 47, 'Female', 53.55089752866349, 1.8463814984670424, 0.066745427, 38, 15.708107862534083, 91.66666666666667, 'High Risk'),
(189967, 72, 15, '47:46.2', 36.726536680425546, 98.37556134450851, 130, 70, 70, 'Male', 83.17999870320756, 1.9104385488509539, 0.136625423, 60, 22.790442827780694, 90, 'Low Risk'),
(189968, 74, 14, '46:46.2', 36.725360096590386, 95.62911068295546, 114, 89, 46, 'Female', 53.16070202272496, 1.7016949990987411, 0.1317759973307057, 25, 18.35808017983932, 97.33333333333333, 'High Risk'),
(189969, 92, 17, '45:46.2', 36.259648011919225, 96.77548981583237, 139, 72, 52, 'Female', 96.54907965273681, 1.611460725659155, 0.14161488134427686, 67, 37.17994025, 94.33333333333333, 'High Risk'),
(189970, 96, 16, '44:46.2', 37.49841488858154, 97.71222465162144, 115, 81, 55, 'Male', 78.38450758542838, 1.589794948685474, 0.11858336135255941, 34, 31.01330205, 92.33333333333333, 'High Risk'),
(189971, 90, 19, '43:46.2', 36.47075851257042, 97.78606576896276, 121, 83, 62, 'Female', 77.48301255231293, 1.5057849041599138, 0.056995464, 38, 34.172804338456245, 95.66666666666667, 'High Risk'),
(189972, 83, 12, '42:46.2', 36.806478609612554, 96.71028268743281, 111, 74, 31, 'Male', 55.43201371736859, 1.9458007630234917, 0.09793595, 37, 14.640769965066045, 86.33333333333333, 'High Risk'),
(189973, 81, 19, '41:46.2', 36.66049902133925, 99.03452825262745, 111, 81, 44, 'Female', 57.11020338, 1.5518666079290873, 0.073856507, 30, 23.71400625426895, 91, 'Low Risk'),
(189974, 95, 18, '40:46.2', 36.42492645396717, 97.84628530228181, 126, 79, 18, 'Male', 74.81511184050959, 1.8549400202313637, 0.073020902, 47, 21.743506726876788, 94.66666666666667, 'High Risk'),
(189975, 81, 12, '39:46.2', 36.53500421542323, 95.64256755172845, 120, 77, 61, 'Male', 95.26174443833193, 1.881324235077531, 0.12165138516976925, 43, 26.914804519678185, 91.33333333333333, 'Low Risk'),
(189976, 99, 18, '38:46.2', 37.46814553, 96.45386994795152, 114, 84, 31, 'Female', 60.97884346, 1.6771253857498478, 0.12588210800362606, 30, 21.67944289901038, 94, 'High Risk'),
(189977, 89, 18, '37:46.2', 37.15118770251026, 96.94929982258124, 110, 82, 36, 'Male', 70.27370421893127, 1.6092879955842516, 0.1380542694455006, 28, 27.134717405698908, 91.33333333333333, 'Low Risk'),
(189978, 69, 18, '36:46.2', 37.16495796796724, 96.85365657630224, 139, 77, 46, 'Female', 59.61244613, 1.9053364860907895, 0.09034125, 62, 16.420772148918605, 97.66666666666666, 'High Risk'),
(189979, 94, 17, '35:46.2', 36.607186947965864, 95.46006031289346, 125, 85, 75, 'Male', 70.94353293528623, 1.7047959625368174, 0.10360427206539158, 40, 24.41001216649159, 98.33333333333333, 'High Risk'),
(189980, 76, 13, '34:46.2', 36.04176033, 96.01359269944543, 117, 82, 27, 'Female', 51.60397214431215, 1.505240463178139, 0.11937725612774866, 35, 22.775680587465498, 93.66666666666667, 'Low Risk'),
(189981, 65, 15, '33:46.2', 37.46487433351462, 96.36793969213342, 110, 82, 51, 'Female', 99.93839427151035, 1.8462682585368697, 0.12841530711238894, 28, 29.318568432086842, 91.33333333333333, 'Low Risk'),
(189982, 68, 14, '32:46.2', 36.802135953478455, 99.29939779665779, 124, 70, 43, 'Female', 94.54298596, 1.5746889231301502, 0.081033154, 54, 38.12762639615258, 88, 'High Risk'),
(189983, 76, 14, '31:46.2', 36.95843125661064, 99.18088021, 129, 89, 76, 'Male', 71.41475341, 1.9813383603333268, 0.14794394804825262, 40, 18.191589402528265, 102.33333333333333, 'High Risk'),
(189984, 64, 19, '30:46.2', 37.10115032510245, 99.68939938948425, 116, 70, 75, 'Male', 58.17907182574035, 1.6949505452613984, 0.11382492194753198, 46, 20.25129156095429, 85.33333333333333, 'Low Risk'),
(189985, 77, 16, '29:46.2', 36.03454807142626, 99.93951351349502, 135, 88, 23, 'Male', 82.37885767742247, 1.5981138959743841, 0.13312431992556673, 47, 32.255242386342275, 103.66666666666667, 'High Risk'),
(189986, 77, 14, '28:46.2', 36.92460745981569, 97.12133534044148, 112, 80, 71, 'Female', 71.20790643982494, 1.7273709685453396, 0.117791455, 32, 23.864755259577954, 90.66666666666667, 'Low Risk'),
(189987, 85, 17, '27:46.2', 36.14498147976982, 97.60503794292016, 127, 77, 88, 'Male', 67.15520239986225, 1.960657932231441, 0.059182853, 50, 17.469320026370045, 93.66666666666666, 'High Risk'),
(189988, 81, 14, '26:46.2', 36.96984318290253, 99.14030488122127, 113, 83, 85, 'Female', 94.76945251240477, 1.5006898224294187, 0.1262176898885797, 30, 42.08104317583224, 93, 'High Risk'),
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(190071, 69, 13, '03:46.2', 36.24415641963208, 98.68627478582145, 112, 78, 83, 'Male', 67.80506004829387, 1.5893184908440636, 0.14677585519441533, 34, 26.84356747611773, 89.33333333333333, 'Low Risk'),
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(190165, 68, 15, '29:46.2', 36.124249556501795, 95.05048410591397, 122, 80, 75, 'Male', 67.06585767131774, 1.9396582277751555, 0.12107048879509148, 42, 17.825883215315326, 94, 'High Risk'),
(190166, 88, 15, '28:46.2', 36.50488208, 95.60095093277012, 129, 84, 70, 'Male', 84.15012593, 1.5448152988383927, 0.10745162417651594, 45, 35.26157013242357, 99, 'High Risk'),
(190167, 79, 17, '27:46.2', 36.36873719486407, 96.69608716060004, 123, 83, 73, 'Male', 50.802615821120426, 1.5828269534959385, 0.11182468740907546, 40, 20.27772366360946, 96.33333333333333, 'Low Risk'),
(190168, 87, 12, '26:46.2', 36.23408773040704, 99.42183572407357, 111, 75, 30, 'Female', 63.60368191258368, 1.9930218293761084, 0.14073255041688942, 36, 16.012463247611482, 87, 'High Risk'),
(190169, 99, 14, '25:46.2', 36.61516703997194, 96.86231310820054, 126, 76, 36, 'Female', 76.87351069811831, 1.8101753537365064, 0.08403746, 50, 23.460400406404656, 92.66666666666666, 'High Risk'),
(190170, 66, 12, '24:46.2', 37.370561776006944, 96.55459444793755, 122, 77, 82, 'Female', 74.48770712330573, 1.925218507102616, 0.058185703, 45, 20.09669078105161, 92, 'Low Risk'),
(190171, 89, 16, '23:46.2', 36.02881231289022, 98.95920899724595, 112, 79, 45, 'Male', 66.59534890801103, 1.8385038508489373, 0.054153568, 33, 19.702203972389185, 90, 'Low Risk'),
(190172, 94, 19, '22:46.2', 37.09527576856332, 97.43486887, 131, 81, 29, 'Female', 63.551189908039404, 1.9526263377975588, 0.078450856, 50, 16.66807326056934, 97.66666666666666, 'High Risk'),
(190173, 88, 12, '21:46.2', 36.32436457, 98.53198793551627, 111, 79, 62, 'Female', 96.03965007392624, 1.875862386072243, 0.1376675141445005, 32, 27.29283304658139, 89.66666666666667, 'Low Risk'),
(190174, 67, 19, '20:46.2', 36.51768747570702, 96.18390627222671, 138, 79, 69, 'Male', 70.91908895490931, 1.5894511808129548, 0.072738986, 59, 28.071703057418684, 98.66666666666666, 'Low Risk'),
(190175, 62, 17, '19:46.2', 36.636032042404175, 95.14946083250305, 119, 75, 32, 'Male', 89.42722741286289, 1.797602593658815, 0.14213799878002173, 44, 27.674666378250404, 89.66666666666667, 'Low Risk'),
(190176, 86, 17, '18:46.2', 36.11261888238548, 99.96814627637515, 117, 75, 45, 'Male', 93.81874685934122, 1.6939058887560459, 0.11356150049891979, 42, 32.69723827273605, 89, 'High Risk'),
(190177, 85, 19, '17:46.2', 37.46839800934633, 96.88110982252988, 135, 77, 48, 'Male', 64.61112595, 1.7078597259356005, 0.11010594273937968, 58, 22.151488511987626, 96.33333333333333, 'Low Risk'),
(190178, 93, 15, '16:46.2', 36.76901315, 96.77645524854763, 133, 86, 27, 'Female', 55.23376677600436, 1.7956517353946113, 0.14624010269055665, 47, 17.13012147, 101.66666666666667, 'High Risk'),
(190179, 65, 18, '15:46.2', 37.40652277185081, 99.65052123512037, 120, 71, 85, 'Female', 79.03257215, 1.702545190962792, 0.1073181875966594, 49, 27.26520829788461, 87.33333333333333, 'Low Risk'),
(190180, 94, 17, '14:46.2', 36.608164951603996, 95.20720108346637, 117, 84, 87, 'Male', 82.95992195730281, 1.8041634451289466, 0.0905843, 33, 25.48687426904553, 95, 'High Risk'),
(190181, 91, 19, '13:46.2', 37.288795759840575, 97.94572802934807, 128, 83, 29, 'Male', 51.96664477865803, 1.9888391661765066, 0.062033792, 45, 13.137881782560667, 98, 'High Risk'),
(190182, 67, 13, '12:46.2', 37.204160383065755, 98.35173258068914, 120, 81, 73, 'Male', 57.00907758, 1.926202109898052, 0.12963845012898073, 39, 15.365273873215244, 94, 'High Risk'),
(190183, 86, 16, '11:46.2', 37.378121374453876, 95.92565998564172, 111, 72, 71, 'Male', 59.94390411815385, 1.5971568786774077, 0.068099337, 39, 23.499026576101183, 85, 'Low Risk'),
(190184, 60, 19, '10:46.2', 37.068098046653695, 96.01588381493691, 114, 84, 49, 'Female', 79.18169923159323, 1.9515808120283258, 0.068978561, 30, 20.789868315632525, 94, 'Low Risk'),
(190185, 70, 13, '09:46.2', 36.551448244655596, 96.18919299166103, 131, 81, 29, 'Female', 77.75412245490837, 1.5926884420253433, 0.13728186464423586, 50, 30.652208240039204, 97.66666666666666, 'High Risk'),
(190186, 85, 15, '08:46.2', 36.168296036980195, 95.43323165176507, 118, 81, 29, 'Female', 88.08634203181066, 1.9962291948215811, 0.079266914, 37, 22.104860051608654, 93.33333333333333, 'Low Risk'),
(190187, 73, 16, '07:46.2', 36.39130900005826, 99.98819470542594, 137, 70, 87, 'Male', 91.97772588758852, 1.6875553986751592, 0.05215568, 67, 32.29732771995546, 92.33333333333333, 'High Risk'),
(190188, 83, 16, '06:46.2', 36.20254312, 96.40931284676975, 131, 83, 44, 'Male', 96.95891452338455, 1.7306684708484534, 0.066231534, 48, 32.37128811859608, 99, 'High Risk'),
(190189, 62, 19, '05:46.2', 36.847807459917725, 98.15860611340588, 114, 89, 78, 'Male', 60.09657607, 1.712950853085754, 0.10880681058233183, 25, 20.48141342467769, 97.33333333333333, 'Low Risk'),
(190190, 86, 19, '04:46.2', 36.44458607492743, 96.52153607087142, 129, 78, 86, 'Male', 69.04417369163853, 1.9738716080798555, 0.05391543, 51, 17.72104122620247, 95, 'High Risk'),
(190191, 86, 16, '03:46.2', 36.26302814276004, 97.79465983369454, 127, 77, 88, 'Female', 84.20651029519219, 1.832990321553246, 0.11273613311306757, 50, 25.062554013534406, 93.66666666666666, 'Low Risk'),
(190192, 81, 13, '02:46.2', 37.104094652746305, 99.62646851814343, 134, 88, 46, 'Male', 90.57458998451258, 1.8780673240380676, 0.065055184, 46, 25.679352185605985, 103.33333333333333, 'Low Risk'),
(190193, 90, 13, '01:46.2', 36.131952827854036, 95.36225325904765, 119, 75, 62, 'Female', 53.527139141522525, 1.7750696948311944, 0.13907024823719621, 44, 16.988037591157912, 89.66666666666667, 'High Risk'),
(190194, 91, 17, '00:46.2', 36.253907547410954, 98.17131072483579, 123, 73, 78, 'Female', 66.38084928974267, 1.5558826986449794, 0.061036279226870854, 50, 27.42136701865228, 89.66666666666666, 'High Risk'),
(190195, 90, 13, '59:46.2', 36.65324056062963, 97.09492213375866, 134, 77, 70, 'Male', 89.80683998749511, 1.5742301037853599, 0.13190229568988943, 57, 36.23873165176405, 96, 'High Risk'),
(190196, 75, 12, '58:46.2', 36.210071216197285, 98.34130774156864, 122, 85, 34, 'Male', 69.81731025491789, 1.681254003039235, 0.1161098626632081, 37, 24.69997141222023, 97.33333333333333, 'Low Risk'),
(190197, 86, 19, '57:46.2', 36.309679204430566, 95.04824595176596, 130, 71, 84, 'Male', 75.51118704385024, 1.8272918030708165, 0.058672201, 59, 22.61494237044037, 90.66666666666666, 'Low Risk'),
(190198, 62, 12, '56:46.2', 37.189050394903795, 99.53459937665548, 122, 70, 41, 'Male', 90.15969649089837, 1.6242609696636636, 0.10541262074824481, 52, 34.17439414779283, 87.33333333333333, 'High Risk'),
(190199, 63, 18, '55:46.2', 36.83467609627281, 99.86330421509375, 124, 70, 69, 'Male', 69.38709000305329, 1.6617985608566381, 0.060070467529324406, 54, 25.125916786548704, 88, 'Low Risk'),
(190200, 97, 13, '54:46.2', 36.08457736566706, 99.55790827949859, 121, 86, 89, 'Female', 96.88787039, 1.5541401462031008, 0.12875771351149773, 35, 40.113360981643375, 97.66666666666667, 'High Risk'),
(190201, 60, 17, '53:46.2', 36.51285442309219, 97.30281979920088, 120, 70, 26, 'Female', 70.96198014286095, 1.5070910950031857, 0.066259721, 50, 31.242567603618188, 86.66666666666666, 'High Risk'),
(190202, 79, 12, '52:46.2', 36.45376935173616, 99.72297925197901, 127, 89, 37, 'Female', 70.22703718, 1.585895517702792, 0.11082419793300302, 38, 27.922558081927605, 101.66666666666667, 'Low Risk'),
(190203, 71, 12, '51:46.2', 36.956700423289156, 99.62824328522254, 126, 85, 79, 'Female', 89.54436295743683, 1.6705374372119466, 0.13781519538220782, 41, 32.086757025339466, 98.66666666666667, 'High Risk'),
(190204, 93, 19, '50:46.2', 37.36728954, 96.43121149840303, 119, 72, 29, 'Male', 70.24055689164294, 1.8490476315034445, 0.066637301, 47, 20.54431894163837, 87.66666666666667, 'High Risk'),
(190205, 72, 19, '49:46.2', 37.47163191, 99.15948725845016, 133, 83, 26, 'Female', 94.17160823388735, 1.9129220270406384, 0.065752339, 50, 25.73507576496793, 99.66666666666666, 'Low Risk'),
(190206, 81, 19, '48:46.2', 37.25022266326901, 98.59545128595622, 113, 86, 81, 'Female', 87.85693301858626, 1.754966298434824, 0.077124011, 27, 28.525842283490324, 95, 'Low Risk'),
(190207, 63, 14, '47:46.2', 37.22567223072526, 96.40992743836678, 131, 80, 21, 'Female', 53.132416621139036, 1.755284993884218, 0.082841864, 51, 17.245043306982012, 97, 'High Risk'),
(190208, 93, 14, '46:46.2', 36.364417722750936, 96.07611205112966, 138, 71, 82, 'Male', 80.02108509743186, 1.8187538418075497, 0.10249844868600783, 67, 24.191154144625497, 93.33333333333333, 'High Risk'),
(190209, 63, 19, '45:46.2', 36.93636096406535, 98.76834876923166, 133, 85, 68, 'Male', 71.32503494063499, 1.9533366061736346, 0.052009416349697024, 48, 18.69337917038861, 101, 'Low Risk'),
(190210, 60, 17, '44:46.2', 36.939583836448726, 97.23178826821673, 119, 78, 40, 'Male', 64.72585150204527, 1.7495581885349962, 0.1311478951528644, 41, 21.14564758787195, 91.66666666666667, 'Low Risk'),
(190211, 63, 13, '43:46.2', 36.220531486363164, 97.20380081344058, 122, 82, 71, 'Male', 63.54025637147748, 1.6455809099467116, 0.13426719304102167, 40, 23.464455551240285, 95.33333333333333, 'Low Risk'),
(190212, 97, 15, '42:46.2', 36.31503348311442, 99.06670777969958, 117, 76, 61, 'Male', 77.55572729260935, 1.517015743913809, 0.10860527751614285, 41, 33.70029471, 89.66666666666667, 'High Risk'),
(190213, 96, 19, '41:46.2', 36.42689342274365, 97.18367827, 110, 89, 72, 'Male', 95.49665588053733, 1.6870636986070435, 0.081925814, 21, 33.55252452363981, 96, 'High Risk'),
(190214, 77, 16, '40:46.2', 37.37150639270303, 98.12579478707666, 118, 75, 64, 'Male', 69.48542455312986, 1.5572303284640212, 0.084345491, 43, 28.65418157, 89.33333333333333, 'Low Risk'),
(190215, 66, 12, '39:46.2', 37.09803472, 98.44902020965296, 115, 86, 24, 'Female', 60.14277339198293, 1.7247477484287779, 0.054692033, 29, 20.217724660437277, 95.66666666666667, 'Low Risk'),
(190216, 74, 17, '38:46.2', 37.004084441149736, 96.63531293578752, 115, 88, 18, 'Male', 86.73887400641959, 1.542221068, 0.12998674678625355, 27, 36.4687197, 97, 'High Risk'),
(190217, 80, 17, '37:46.2', 36.7834379, 96.02787343906027, 128, 88, 50, 'Male', 59.46492203713582, 1.8323611198613277, 0.057683619, 40, 17.710821975632427, 101.33333333333333, 'High Risk'),
(190218, 88, 13, '36:46.2', 37.412924775023484, 99.75660550124036, 124, 74, 47, 'Male', 61.828160546432365, 1.9511408622752453, 0.1316418825940092, 50, 16.240862043197556, 90.66666666666666, 'High Risk'),
(190219, 87, 14, '35:46.2', 36.68323529827456, 97.04616226886755, 112, 81, 78, 'Male', 64.31268005409243, 1.5519972059868508, 0.1459074102816909, 31, 26.700213730955134, 91.33333333333333, 'Low Risk'),
(190220, 73, 18, '34:46.2', 36.72596025689737, 96.57578165326677, 120, 79, 60, 'Male', 92.79761087, 1.5490674475989974, 0.12149104517191377, 41, 38.671956078379175, 92.66666666666667, 'High Risk'),
(190221, 78, 13, '33:46.2', 36.510611275922344, 97.73818002428666, 137, 73, 66, 'Male', 91.86737893703076, 1.6810201873129134, 0.14809150889892125, 64, 32.50988759699349, 94.33333333333333, 'High Risk'),
(190222, 99, 14, '32:46.2', 36.745076748436496, 95.30615346956498, 131, 81, 31, 'Male', 73.65757786346005, 1.8338250043393682, 0.13153622917787744, 50, 21.902901666174817, 97.66666666666666, 'High Risk'),
(190223, 79, 18, '31:46.2', 36.32186967793672, 97.38870567919415, 132, 78, 79, 'Male', 96.08720064132562, 1.5654453028656459, 0.11683294876321247, 54, 39.20935926, 96, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(190224, 72, 19, '30:46.2', 37.27192025, 99.24411297130527, 129, 85, 75, 'Male', 55.04107393494774, 1.7876348802730175, 0.11795490981515744, 44, 17.22381130871813, 99.66666666666667, 'High Risk'),
(190225, 98, 19, '29:46.2', 36.44284262649249, 97.14868244980482, 128, 76, 28, 'Female', 65.91213389589423, 1.8981454550824148, 0.12028832151680613, 52, 18.29390389741835, 93.33333333333333, 'High Risk'),
(190226, 86, 15, '28:46.2', 36.76867712514552, 95.41540881375157, 132, 88, 75, 'Male', 59.04128946255425, 1.916996230332669, 0.065895344, 44, 16.066205446112708, 102.66666666666667, 'High Risk'),
(190227, 75, 14, '27:46.2', 37.013155208012776, 96.15366525186937, 125, 86, 67, 'Male', 51.63784785, 1.833218542891415, 0.06222564, 39, 15.365250701288119, 99, 'High Risk'),
(190228, 82, 12, '26:46.2', 36.87844317823152, 98.91088604538564, 117, 87, 27, 'Male', 76.81517886011353, 1.9776834992668288, 0.051108583, 30, 19.639637434714743, 97, 'Low Risk'),
(190229, 91, 17, '25:46.2', 36.81829728818184, 98.10722388353365, 116, 88, 63, 'Male', 87.79407420132463, 1.9885849172997538, 0.1334007973515195, 28, 22.201224132141444, 97.33333333333333, 'High Risk'),
(190230, 76, 14, '24:46.2', 36.45291742978053, 98.35651222460986, 114, 70, 44, 'Female', 84.77466091064862, 1.7353908180930144, 0.12721108219049737, 44, 28.149550918420633, 84.66666666666667, 'Low Risk'),
(190231, 74, 13, '23:46.2', 36.05589103911622, 95.68971124753672, 127, 87, 72, 'Male', 83.05755579570351, 1.5151350864483741, 0.10005090343553567, 40, 36.18065591001183, 100.33333333333333, 'High Risk'),
(190232, 95, 13, '22:46.2', 37.30844822923066, 98.14018278868556, 111, 80, 66, 'Male', 92.33169917901935, 1.7194076819450546, 0.05477925, 31, 31.23151864369446, 90.33333333333333, 'High Risk'),
(190233, 96, 17, '21:46.2', 37.03320233167516, 99.17183827030547, 118, 72, 41, 'Male', 85.1090381, 1.7337048050157466, 0.079213835, 46, 28.315574430129843, 87.33333333333333, 'High Risk'),
(190234, 77, 19, '20:46.2', 37.155473421526224, 95.76061852484555, 113, 71, 79, 'Female', 82.05211343105377, 1.890308955211732, 0.1162847789839328, 42, 22.96276536423084, 85, 'Low Risk'),
(190235, 70, 17, '19:46.2', 36.91708012694264, 96.06403833724897, 128, 84, 64, 'Male', 66.86527027841092, 1.5734213549064149, 0.10770445663850323, 44, 27.009125568207534, 98.66666666666667, 'Low Risk'),
(190236, 73, 12, '18:46.2', 36.091896657184186, 95.72273132882272, 136, 76, 37, 'Male', 58.95307691726213, 1.5360850396765684, 0.086186848, 60, 24.984804644725024, 96, 'Low Risk'),
(190237, 96, 19, '17:46.2', 36.15688857124959, 99.63961309434865, 116, 73, 78, 'Male', 93.46879535236673, 1.6595122112745049, 0.1387274685660639, 43, 33.939523489984516, 87.33333333333333, 'High Risk'),
(190238, 83, 18, '16:46.2', 37.134951749263955, 97.99870814837332, 120, 80, 77, 'Male', 96.20175833743312, 1.6699298929150097, 0.10614835580812636, 40, 34.497413317648586, 93.33333333333333, 'High Risk'),
(190239, 65, 14, '15:46.2', 37.271292289281554, 99.39912127632114, 123, 85, 23, 'Female', 65.28903305, 1.7988390264722571, 0.068712776, 38, 20.176955413093363, 97.66666666666667, 'Low Risk'),
(190240, 83, 18, '14:46.2', 36.79449217800672, 99.67968900942377, 139, 75, 60, 'Male', 95.72541938829154, 1.5741310941026403, 0.14390123738101707, 64, 38.631847884614174, 96.33333333333333, 'High Risk'),
(190241, 68, 17, '13:46.2', 37.270517591310686, 96.14638278161175, 127, 83, 61, 'Female', 78.5215851, 1.884456869794993, 0.097784274, 44, 22.111421016160126, 97.66666666666667, 'Low Risk'),
(190242, 86, 15, '12:46.2', 37.41458870765411, 96.66352998589369, 111, 77, 50, 'Male', 68.95425230092974, 1.574219993928234, 0.072111661, 34, 27.824681742442976, 88.33333333333333, 'Low Risk'),
(190243, 96, 16, '11:46.2', 36.892590371718576, 98.22850492642569, 126, 73, 35, 'Female', 74.30308643278006, 1.7916690034651326, 0.087440691, 53, 23.14681782, 90.66666666666666, 'High Risk'),
(190244, 98, 18, '10:46.2', 37.49987043746956, 95.25912498259868, 112, 80, 21, 'Male', 59.173835822602115, 1.547526341604066, 0.1060574902918871, 32, 24.708911963567832, 90.66666666666667, 'High Risk'),
(190245, 72, 17, '09:46.2', 36.66676701670176, 95.98647595961074, 120, 85, 32, 'Male', 50.019198273109126, 1.7559883197564246, 0.1005459609071451, 35, 16.221592255476303, 96.66666666666667, 'High Risk'),
(190246, 86, 16, '08:46.2', 36.42592671876804, 97.80319828639135, 134, 88, 47, 'Male', 76.56117244978873, 1.9782844232776489, 0.12994579171499537, 46, 19.56280440267033, 103.33333333333333, 'Low Risk'),
(190247, 90, 15, '07:46.2', 36.753216732483374, 95.10157926319879, 110, 86, 73, 'Female', 60.15520700008601, 1.649272619640594, 0.059563817, 24, 22.11507045857154, 94, 'Low Risk'),
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(190423, 60, 19, '11:46.2', 36.81154138187826, 97.17484108202096, 139, 84, 44, 'Female', 52.56783985, 1.6660698489991135, 0.07649825, 55, 18.93798294, 102.33333333333333, 'Low Risk'),
(190424, 71, 15, '10:46.2', 36.87358527113289, 99.29055467806883, 111, 74, 45, 'Male', 51.84295873703135, 1.6186493739521617, 0.071071112, 37, 19.78719401168575, 86.33333333333333, 'Low Risk'),
(190425, 93, 14, '09:46.2', 36.58518664865715, 99.89475061012446, 129, 81, 29, 'Male', 62.942534138934626, 1.834350514243262, 0.12155801255454977, 48, 18.705941530037464, 97, 'High Risk'),
(190426, 82, 17, '08:46.2', 37.41382995084148, 99.58488530661072, 116, 70, 22, 'Female', 76.43370545, 1.7486460286925163, 0.089994289, 46, 24.996609320508245, 85.33333333333333, 'Low Risk'),
(190427, 73, 19, '07:46.2', 36.464029811600604, 96.19487147025457, 121, 71, 36, 'Female', 69.43954185, 1.6131141793280324, 0.11144742746131422, 50, 26.68557895207937, 87.66666666666666, 'Low Risk'),
(190428, 65, 12, '06:46.2', 36.213211423544266, 95.89744412494481, 123, 72, 33, 'Female', 69.38826293375054, 1.847274654918051, 0.056113989584627016, 51, 20.334011845060264, 89, 'Low Risk'),
(190429, 67, 14, '05:46.2', 36.01910267423344, 97.07475493259648, 137, 75, 71, 'Female', 80.85441220532132, 1.6905501307568103, 0.074109165, 62, 28.290955587474468, 95.66666666666666, 'Low Risk'),
(190430, 72, 16, '04:46.2', 36.00834662220051, 95.94811217696876, 123, 85, 84, 'Female', 64.81571874012796, 1.6933693573306061, 0.10933556123724462, 38, 22.603565372305287, 97.66666666666667, 'Low Risk'),
(190431, 89, 15, '03:46.2', 37.07405338003002, 99.29907971109917, 131, 73, 32, 'Male', 63.57930965656195, 1.5171450459650238, 0.1121730614677828, 58, 27.622412176602126, 92.33333333333333, 'Low Risk'),
(190432, 96, 19, '02:46.2', 36.71288616973372, 98.53076664422953, 120, 75, 35, 'Male', 80.21854088481807, 1.785758564945466, 0.13492513889741808, 45, 25.155286886436905, 90, 'High Risk'),
(190433, 77, 19, '01:46.2', 36.860769890990746, 98.67907495373296, 122, 75, 18, 'Male', 63.15397620950795, 1.9562818835534932, 0.10785360381397477, 47, 16.50204750440949, 90.66666666666667, 'High Risk'),
(190434, 81, 18, '00:46.2', 36.94558887104024, 96.18141499055918, 121, 86, 75, 'Female', 59.56757649116512, 1.902871255020912, 0.1288363866374891, 35, 16.450955206195324, 97.66666666666667, 'High Risk'),
(190435, 79, 14, '59:46.2', 36.62969633766922, 98.24127228062687, 137, 83, 30, 'Male', 71.14924803130991, 1.6513124450953074, 0.088265786, 54, 26.092266551002854, 101, 'Low Risk'),
(190436, 61, 19, '58:46.2', 37.00663752700534, 96.45884774670628, 135, 89, 64, 'Male', 71.55769822107479, 1.5555534444336927, 0.10025075142142702, 46, 29.57239432903209, 104.33333333333333, 'Low Risk'),
(190437, 68, 16, '57:46.2', 37.35927941771368, 97.62838466082333, 122, 77, 72, 'Male', 80.67054371324181, 1.6946085799649064, 0.058712064, 45, 28.091581005798094, 92, 'Low Risk'),
(190438, 94, 16, '56:46.2', 36.12649540942786, 97.39489605, 110, 82, 40, 'Female', 57.21642375760713, 1.7102316367227381, 0.050704259, 28, 19.561891120333367, 91.33333333333333, 'High Risk'),
(190439, 79, 19, '55:46.2', 36.18251150881776, 99.38780838575147, 127, 71, 60, 'Female', 56.99520712292831, 1.5927427788078825, 0.075957373, 56, 22.467101469522966, 89.66666666666666, 'Low Risk'),
(190440, 96, 19, '54:46.2', 37.30535909515276, 95.19460846717755, 110, 85, 29, 'Female', 63.52356211401856, 1.940896992, 0.092138405, 25, 16.86280700625244, 93.33333333333333, 'High Risk'),
(190441, 83, 16, '53:46.2', 36.502479570569356, 96.11596871150542, 139, 88, 38, 'Female', 97.80408243530152, 1.9466484998409062, 0.1261418321700824, 51, 25.809637460351166, 105, 'Low Risk'),
(190442, 95, 17, '52:46.2', 37.17017641632368, 96.96307165507682, 115, 79, 77, 'Female', 71.09711094994968, 1.8107174709311307, 0.12129275517183641, 36, 21.68455776174624, 91, 'High Risk'),
(190443, 97, 16, '51:46.2', 37.26424519396404, 97.47870498, 134, 71, 73, 'Male', 54.23468423470661, 1.949640296822548, 0.074538006, 63, 14.268165253300385, 92, 'High Risk'),
(190444, 92, 15, '50:46.2', 36.284729910912766, 99.37976309422861, 137, 86, 66, 'Female', 99.59283989, 1.6899667133896232, 0.099622743, 51, 34.871595257173546, 103, 'High Risk'),
(190445, 60, 16, '49:46.2', 36.19809238313626, 95.54793012473473, 139, 76, 54, 'Male', 55.45461216795022, 1.8464366027086947, 0.11201672370528465, 63, 16.265554410971195, 97, 'High Risk'),
(190446, 88, 14, '48:46.2', 36.98801451261401, 95.88376280805115, 139, 79, 29, 'Female', 65.82980202368155, 1.9029477944220339, 0.14056589, 60, 18.178950245688505, 99, 'High Risk'),
(190447, 66, 18, '47:46.2', 37.305100729591366, 95.99983608467073, 128, 72, 82, 'Female', 72.33557464460958, 1.501283614577205, 0.14584060224809042, 56, 32.09419202041122, 90.66666666666666, 'High Risk'),
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(190449, 82, 17, '45:46.2', 36.94099969547792, 96.70664498370036, 112, 85, 47, 'Male', 78.47923792, 1.6620154792886266, 0.073921868, 27, 28.410877563919197, 94, 'Low Risk'),
(190450, 83, 12, '44:46.2', 36.58506017412283, 96.76984383691443, 124, 82, 75, 'Female', 57.63244029832271, 1.6948892801672522, 0.053681457, 42, 20.062467365774832, 96, 'Low Risk'),
(190451, 89, 12, '43:46.2', 37.43110092599925, 99.72663481735562, 130, 82, 73, 'Female', 84.89640868183756, 1.7086710300105896, 0.054017936, 48, 29.078527232436084, 98, 'Low Risk'),
(190452, 62, 18, '42:46.2', 37.12121851067937, 95.89126924265726, 127, 79, 87, 'Male', 79.83359578430003, 1.5211317643208797, 0.064713747, 48, 34.50261562890275, 95, 'High Risk'),
(190453, 75, 18, '41:46.2', 37.20100927430477, 98.95476636602712, 134, 85, 77, 'Female', 88.41254472140932, 1.9761399778443443, 0.11965692344245013, 49, 22.64010738721363, 101.33333333333333, 'Low Risk'),
(190454, 71, 19, '40:46.2', 36.71672532348864, 98.65313768267083, 128, 79, 80, 'Male', 70.98246632934796, 1.875853284209499, 0.058681382449622635, 49, 20.172203891383774, 95.33333333333333, 'Low Risk'),
(190455, 82, 15, '39:46.2', 36.61386074830874, 96.75164090972962, 131, 87, 49, 'Female', 70.41729899753508, 1.745708878302338, 0.11632368204360856, 44, 23.106582718000176, 101.66666666666667, 'Low Risk'),
(190456, 64, 16, '38:46.2', 36.761331595855864, 95.95585694294782, 127, 73, 20, 'Female', 50.69806294946778, 1.936294050045508, 0.051753433, 54, 13.522243259232871, 91, 'High Risk'),
(190457, 91, 13, '37:46.2', 37.24501635524602, 98.08179466334914, 119, 74, 80, 'Female', 86.56149821476366, 1.5986295321143176, 0.13172625075904587, 45, 33.87108443194923, 89, 'High Risk'),
(190458, 68, 16, '36:46.2', 36.20297130076554, 98.44126595183782, 129, 88, 51, 'Male', 67.99347074, 1.6089480584878686, 0.11299756987796149, 41, 26.26534818040913, 101.66666666666667, 'Low Risk'),
(190459, 66, 17, '35:46.2', 37.205131201824265, 99.99630341292607, 136, 88, 61, 'Male', 54.38620863915669, 1.6907230368585628, 0.092389234, 48, 19.02584017220884, 104, 'Low Risk'),
(190460, 81, 19, '34:46.2', 37.42866419586357, 97.58957947561458, 126, 89, 65, 'Male', 59.77246832982952, 1.8075079743275517, 0.072392149, 37, 18.29535102893649, 101.33333333333333, 'High Risk'),
(190461, 91, 18, '33:46.2', 36.67912162, 98.34892986174371, 119, 83, 32, 'Male', 97.72646450518441, 1.609429316, 0.093248129, 36, 37.72839860262608, 95, 'High Risk'),
(190462, 82, 12, '32:46.2', 36.248893972465126, 95.93994040344157, 128, 72, 62, 'Female', 80.05442215568475, 1.6509333113810098, 0.11808713488195809, 56, 29.371509439748817, 90.66666666666666, 'Low Risk'),
(190463, 67, 13, '31:46.2', 36.562890689821494, 95.74428717952367, 127, 82, 77, 'Male', 91.23939458885951, 1.6786384603893671, 0.14417616237349185, 45, 32.37934478443804, 97, 'High Risk'),
(190464, 90, 15, '30:46.2', 37.29263754187782, 95.26398250226897, 117, 88, 70, 'Female', 77.45864027578102, 1.8215378981628993, 0.10646707562056999, 29, 23.344976773688924, 97.66666666666667, 'Low Risk'),
(190465, 75, 13, '29:46.2', 37.41716732, 96.14316826081513, 130, 87, 63, 'Female', 76.80624664, 1.6358543414727225, 0.1238726425778872, 43, 28.701677529205952, 101.33333333333333, 'Low Risk'),
(190466, 66, 19, '28:46.2', 37.45182531614892, 95.69555519, 114, 83, 30, 'Female', 83.00723656207262, 1.773688029287186, 0.071390796, 31, 26.385266548762328, 93.33333333333333, 'Low Risk'),
(190467, 98, 12, '27:46.2', 36.166901854505085, 97.86728084823261, 134, 77, 58, 'Female', 91.09325566462192, 1.8160824869634626, 0.11832094282753967, 57, 27.61945363634863, 96, 'High Risk'),
(190468, 60, 13, '26:46.2', 36.11691599254484, 96.41165062, 135, 89, 84, 'Male', 84.97123409511227, 1.6944237769103703, 0.095564829, 46, 29.595647896103003, 104.33333333333333, 'Low Risk'),
(190469, 67, 19, '25:46.2', 36.902908256125095, 96.30847544, 111, 75, 56, 'Male', 90.73428156439174, 1.6085812829730404, 0.13667592069462758, 36, 35.065931710919756, 87, 'High Risk'),
(190470, 61, 18, '24:46.2', 37.30900375812505, 98.63560221954117, 130, 84, 73, 'Female', 55.78226142, 1.6702273056791472, 0.11898437341121454, 46, 19.99608424, 99.33333333333333, 'Low Risk'),
(190471, 95, 18, '23:46.2', 36.96231855159805, 97.71833565, 113, 76, 86, 'Female', 76.25297328362416, 1.8411748064549627, 0.094521585, 37, 22.494002301918748, 88.33333333333333, 'High Risk'),
(190472, 74, 16, '22:46.2', 36.28677798096819, 99.53707310216849, 139, 82, 85, 'Female', 74.9330149, 1.574138785126727, 0.062380065, 57, 30.240374650457223, 101, 'High Risk'),
(190473, 73, 14, '21:46.2', 36.921559103808775, 97.69172176553757, 133, 82, 40, 'Male', 57.94424643651147, 1.541990197, 0.076680127, 51, 24.36952666084597, 99, 'Low Risk'),
(190474, 73, 14, '20:46.2', 37.16031721776735, 95.36612899, 125, 82, 59, 'Male', 96.87995451401125, 1.9125071439365382, 0.1137319232495597, 43, 26.48669643270045, 96.33333333333333, 'Low Risk'),
(190475, 72, 13, '19:46.2', 37.29398531906991, 98.94263151358817, 126, 74, 37, 'Female', 85.70566985953818, 1.6796783117942726, 0.058238743, 52, 30.37787036, 91.33333333333333, 'High Risk'),
(190476, 91, 18, '18:46.2', 37.29039892475431, 97.66368317055644, 111, 83, 55, 'Male', 70.82745768203733, 1.6755108283114066, 0.10996726174810915, 28, 25.22941470646909, 92.33333333333333, 'High Risk'),
(190477, 75, 18, '17:46.2', 36.80662154, 96.43636062920015, 120, 80, 47, 'Female', 51.83738801, 1.6942218597782988, 0.084749257, 40, 18.05936801874315, 93.33333333333333, 'High Risk'),
(190478, 93, 14, '16:46.2', 36.895263504488405, 95.58592982945785, 135, 77, 28, 'Female', 57.401085710143064, 1.7180131751974819, 0.14656505854771804, 58, 19.447649862266122, 96.33333333333333, 'High Risk'),
(190479, 71, 13, '15:46.2', 36.07802191328173, 96.50465305546518, 122, 86, 60, 'Female', 58.73444735123086, 1.7308560917704177, 0.085856504, 36, 19.605185907368337, 98, 'Low Risk'),
(190480, 84, 17, '14:46.2', 37.048045639796904, 95.81529513467542, 135, 85, 51, 'Male', 73.74614340358278, 1.602897374706307, 0.13514295270744975, 50, 28.703038820363226, 101.66666666666666, 'Low Risk'),
(190481, 65, 13, '13:46.2', 36.54996144358859, 97.25104763053189, 136, 84, 77, 'Male', 78.38988518300108, 1.7398260132980858, 0.13320534238791903, 52, 25.896936290621838, 101.33333333333333, 'Low Risk'),
(190482, 64, 16, '12:46.2', 36.722622728979395, 96.82079975662243, 123, 71, 62, 'Male', 74.15218909776995, 1.890522435348856, 0.1301626905282114, 52, 20.747238787076782, 88.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(190483, 64, 18, '11:46.2', 36.916490479367184, 97.44752061252994, 124, 74, 48, 'Female', 90.88818162096703, 1.9136427669684228, 0.13008455228208707, 50, 24.819079959905856, 90.66666666666666, 'Low Risk'),
(190484, 73, 13, '10:46.2', 36.34827252360391, 97.97655495666149, 110, 86, 21, 'Female', 74.08030057884775, 1.6768719088073705, 0.10864641558278482, 24, 26.345288390160842, 94, 'Low Risk'),
(190485, 84, 15, '09:46.2', 36.62413928816067, 99.18602367400955, 123, 81, 60, 'Male', 91.77644925696963, 1.9976291685270355, 0.087961943, 42, 22.998605814860934, 95, 'Low Risk'),
(190486, 63, 16, '08:46.2', 36.19528910926895, 99.77085572780763, 128, 85, 19, 'Male', 93.30754848861807, 1.5025871825535557, 0.11304982258601531, 43, 41.32733678638785, 99.33333333333333, 'High Risk'),
(190487, 94, 13, '07:46.2', 36.59656673, 96.81696541284472, 120, 81, 86, 'Male', 55.30730465098147, 1.6186390785115126, 0.098622468, 39, 21.10971896235664, 94, 'High Risk'),
(190488, 96, 14, '06:46.2', 37.41749172554486, 98.23339316906656, 139, 75, 60, 'Male', 79.40840555296138, 1.559610601317399, 0.051086446387252155, 64, 32.646311384931906, 96.33333333333333, 'High Risk'),
(190489, 81, 15, '05:46.2', 37.164263984558346, 97.18642457456893, 124, 81, 30, 'Male', 75.87725144382804, 1.5391416818993593, 0.058253870655523114, 43, 32.029812148393404, 95.33333333333333, 'High Risk'),
(190490, 79, 14, '04:46.2', 37.1600898, 99.29458138837597, 130, 76, 43, 'Female', 67.12105339642991, 1.814265238935036, 0.088327659, 54, 20.391877072282554, 94, 'Low Risk'),
(190491, 84, 14, '03:46.2', 37.22123948562475, 98.61439588734162, 124, 88, 46, 'Female', 65.33313323315325, 1.7381505630170049, 0.074334129, 36, 21.625128641263043, 100, 'Low Risk'),
(190492, 74, 12, '02:46.2', 36.76399807105476, 95.89923736257381, 115, 84, 49, 'Male', 73.50343630509298, 1.952826658732132, 0.14645959768016567, 31, 19.274372706006936, 94.33333333333333, 'Low Risk'),
(190493, 97, 18, '01:46.2', 37.21576611197051, 99.90721140037081, 133, 84, 88, 'Male', 82.13195208, 1.5676263415124927, 0.12031115197804201, 49, 33.42158483528841, 100.33333333333333, 'High Risk'),
(190494, 94, 12, '00:46.2', 36.850137422638774, 95.14715279680338, 114, 77, 89, 'Male', 77.69636187013467, 1.7959092724899968, 0.1334492440550748, 37, 24.089728086293437, 89.33333333333333, 'High Risk'),
(190495, 64, 14, '59:46.2', 36.81414252990767, 95.92193278617718, 111, 75, 20, 'Male', 53.96543762, 1.842645834689825, 0.1445384663585202, 36, 15.893954437415694, 87, 'High Risk'),
(190496, 84, 13, '58:46.2', 36.01391209086677, 98.15800048929648, 112, 83, 63, 'Female', 74.44093803961249, 1.9869206692986563, 0.1447635503823122, 29, 18.856052637059044, 92.66666666666667, 'Low Risk'),
(190497, 91, 16, '57:46.2', 36.309370579280625, 98.92192085921499, 137, 74, 76, 'Male', 67.41457958053519, 1.628301050986996, 0.073667336, 63, 25.426373606603082, 95, 'High Risk'),
(190498, 78, 13, '56:46.2', 36.54035594235995, 95.11630820786466, 113, 85, 40, 'Male', 80.58306675465408, 1.5582611549435461, 0.11551570214793373, 28, 33.18664138121016, 94.33333333333333, 'High Risk'),
(190499, 91, 14, '55:46.2', 37.121344013110274, 95.83102339951516, 139, 81, 69, 'Male', 87.29178394381378, 1.7085312075806809, 0.068845506, 58, 29.90387972188003, 100.33333333333333, 'High Risk'),
(190500, 66, 12, '54:46.2', 36.77299361, 99.82040764146674, 139, 87, 70, 'Female', 85.51380747118947, 1.5320989503260476, 0.084829649, 52, 36.43028875765644, 104.33333333333333, 'High Risk'),
(190501, 79, 16, '53:46.2', 36.53319004993277, 97.29229133313348, 127, 86, 18, 'Male', 86.81105140130728, 1.8305125771001869, 0.087817067, 41, 25.90774309012143, 99.66666666666667, 'Low Risk'),
(190502, 71, 16, '52:46.2', 37.49812644263758, 95.26444761596602, 129, 72, 35, 'Male', 62.56384662619843, 1.6890459173366539, 0.10301715012123562, 57, 21.93009587334788, 91, 'Low Risk'),
(190503, 95, 19, '51:46.2', 36.73140424228207, 95.34252306881382, 121, 73, 41, 'Male', 52.904274288147896, 1.7681392213053508, 0.1293915509174668, 48, 16.92223982199022, 89, 'High Risk'),
(190504, 60, 12, '50:46.2', 37.15476526457698, 97.71580334373894, 128, 77, 43, 'Male', 81.68506052673978, 1.8912482585653019, 0.12592968239560226, 51, 22.837341852722343, 94, 'Low Risk'),
(190505, 99, 13, '49:46.2', 36.64665425629765, 95.97514890454357, 137, 70, 73, 'Male', 60.19863763413052, 1.5231702279790897, 0.1252501921091576, 67, 25.94715690431999, 92.33333333333333, 'High Risk'),
(190506, 61, 14, '48:46.2', 36.069495493883814, 96.31022424186274, 129, 85, 63, 'Female', 89.01697505126553, 1.916385425, 0.146900121, 44, 24.238576671073712, 99.66666666666667, 'Low Risk'),
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(190681, 71, 15, '53:46.2', 36.30818763666633, 99.41774747667068, 137, 76, 23, 'Female', 61.90077331813447, 1.9026739988364523, 0.061044138948388574, 61, 17.09886596548028, 96.33333333333333, 'High Risk'),
(190682, 90, 16, '52:46.2', 37.27960150869099, 95.44292478396642, 115, 81, 34, 'Male', 54.365026891862975, 1.5650374317042193, 0.1383712234508097, 34, 22.195766569979597, 92.33333333333333, 'Low Risk'),
(190683, 73, 14, '51:46.2', 36.21316817018894, 95.61462451, 120, 73, 68, 'Male', 57.971355103702656, 1.9494149373006013, 0.07466974, 47, 15.25474222, 88.66666666666667, 'High Risk'),
(190684, 92, 17, '50:46.2', 36.55329747010623, 97.86371045840208, 123, 89, 79, 'Male', 80.89606751453911, 1.8077706376591465, 0.13006765437977086, 34, 24.753735953186663, 100.33333333333333, 'High Risk'),
(190685, 61, 15, '49:46.2', 37.483792571573076, 99.14024993, 120, 74, 45, 'Male', 69.44382251655989, 1.9294484543643153, 0.054172613, 46, 18.653797456428343, 89.33333333333333, 'Low Risk'),
(190686, 69, 17, '48:46.2', 36.11545852718411, 96.04587576918203, 139, 82, 37, 'Male', 55.15510923241752, 1.8866934890253357, 0.058122131, 57, 15.494695559628084, 101, 'High Risk'),
(190687, 72, 14, '47:46.2', 36.94053385161727, 95.83276397378118, 115, 77, 56, 'Female', 92.49421746559996, 1.873133159745592, 0.052082759, 38, 26.36193459, 89.66666666666667, 'Low Risk'),
(190688, 76, 17, '46:46.2', 36.65566557231699, 99.35735318092338, 114, 84, 83, 'Female', 61.36264997882035, 1.511309565046364, 0.1352783490053499, 30, 26.865643321269502, 94, 'Low Risk'),
(190689, 68, 15, '45:46.2', 36.14380860229123, 99.03930495, 117, 70, 43, 'Male', 67.85762295, 1.6081633403657571, 0.080921872, 47, 26.238459104247514, 85.66666666666667, 'Low Risk'),
(190690, 86, 16, '44:46.2', 37.32957614723759, 97.04669296807705, 129, 78, 74, 'Female', 62.766195578702835, 1.8134221831901787, 0.08127374, 51, 19.086572997479177, 95, 'Low Risk'),
(190691, 72, 13, '43:46.2', 37.38881066879828, 97.57670399265042, 114, 88, 39, 'Female', 62.756071622543786, 1.7734283814106127, 0.066525426, 26, 19.953929845588956, 96.66666666666667, 'Low Risk'),
(190692, 87, 17, '42:46.2', 37.387245082566864, 97.8984943, 135, 80, 88, 'Female', 85.18180353838943, 1.7212373640196923, 0.11566437053774696, 55, 28.751817360786315, 98.33333333333333, 'Low Risk'),
(190693, 64, 13, '41:46.2', 36.54602220273346, 97.73378164095206, 134, 79, 85, 'Female', 51.59353428596653, 1.936549193375242, 0.064592927, 55, 13.75745851250392, 97.33333333333333, 'High Risk'),
(190694, 71, 16, '40:46.2', 36.07419359818664, 97.94595488041877, 113, 78, 27, 'Male', 73.93906096610004, 1.9938834966344476, 0.14053894201114261, 35, 18.598348152037833, 89.66666666666667, 'Low Risk'),
(190695, 92, 16, '39:46.2', 37.24682006307699, 99.08621943, 116, 84, 27, 'Male', 67.50331196408081, 1.6874885937151047, 0.1345870957154435, 32, 23.705187211728152, 94.66666666666667, 'High Risk'),
(190696, 85, 12, '38:46.2', 37.046846039023364, 97.78455013402544, 118, 85, 75, 'Female', 61.10062001434344, 1.645246526695662, 0.11009842556290711, 33, 22.57270739658269, 96, 'Low Risk'),
(190697, 91, 12, '37:46.2', 37.12959994357394, 97.95054565, 132, 87, 22, 'Female', 76.75703497257771, 1.854747970698227, 0.13034011643568988, 45, 22.31250757855096, 102, 'High Risk'),
(190698, 86, 18, '36:46.2', 36.916182808995565, 97.55758195781125, 134, 71, 64, 'Male', 72.99093853430728, 1.692424372049301, 0.1489683060829939, 63, 25.48299131844824, 92, 'Low Risk'),
(190699, 71, 13, '35:46.2', 37.32111506635438, 95.54777845, 135, 78, 88, 'Male', 77.93960886291646, 1.9423983083329008, 0.073373987, 57, 20.657684470913942, 97, 'Low Risk'),
(190700, 86, 17, '34:46.2', 37.44025288547207, 99.43292114, 129, 80, 70, 'Female', 74.61528483570486, 1.639689957126953, 0.10296605333879569, 49, 27.752641640628585, 96.33333333333333, 'Low Risk'),
(190701, 74, 19, '33:46.2', 37.374925562816735, 96.71609961, 111, 73, 87, 'Male', 59.437346408877914, 1.7273791408468593, 0.1257808638464451, 38, 19.919758559307834, 85.66666666666667, 'Low Risk'),
(190702, 78, 19, '32:46.2', 37.18271495029156, 97.63321034946193, 129, 88, 78, 'Male', 98.16362548392779, 1.5260687653886713, 0.12909773276195752, 41, 42.15046622346267, 101.66666666666667, 'High Risk'),
(190703, 61, 16, '31:46.2', 37.03769067658662, 99.39511993, 130, 71, 66, 'Female', 73.33503344, 1.9847773450629997, 0.14157054330537155, 59, 18.616065833921272, 90.66666666666666, 'Low Risk'),
(190704, 83, 15, '30:46.2', 36.50658655721655, 99.16895580550582, 132, 77, 45, 'Male', 99.79095038846044, 1.7171292021094238, 0.10302014624008513, 55, 33.84427464511285, 95.33333333333333, 'High Risk'),
(190705, 97, 15, '29:46.2', 36.57342342769066, 97.36590582093079, 127, 89, 72, 'Female', 86.71169639355799, 1.983567300365122, 0.12412734203114739, 38, 22.038589835499216, 101.66666666666667, 'High Risk'),
(190706, 65, 17, '28:46.2', 36.09244699144814, 96.08720164223818, 139, 80, 21, 'Male', 82.30660650427305, 1.823645190517458, 0.12074876307874541, 59, 24.74879195509262, 99.66666666666666, 'Low Risk'),
(190707, 68, 19, '27:46.2', 36.71302748290597, 96.44418903012966, 122, 87, 29, 'Female', 63.06323126, 1.8503661735480872, 0.1298208383029493, 35, 18.41877991319365, 98.66666666666667, 'High Risk'),
(190708, 92, 14, '26:46.2', 36.22653583, 99.88228384006514, 137, 85, 24, 'Male', 55.52948396257846, 1.573279653540556, 0.092671917, 52, 22.434261881890194, 102.33333333333333, 'High Risk'),
(190709, 63, 12, '25:46.2', 36.85063845499488, 98.96376881064312, 110, 81, 31, 'Female', 84.90450972100876, 1.8688638566788618, 0.078007798, 29, 24.309466540115558, 90.66666666666667, 'Low Risk'),
(190710, 64, 13, '24:46.2', 36.09216219583227, 97.69842458, 126, 82, 67, 'Male', 77.29063704294971, 1.7795250199339023, 0.060058786, 44, 24.407241020401877, 96.66666666666667, 'Low Risk'),
(190711, 69, 15, '23:46.2', 36.95758634099087, 95.54819801311795, 120, 75, 20, 'Male', 63.55036045614291, 1.6818110494276115, 0.09389732, 45, 22.467958617704188, 90, 'Low Risk'),
(190712, 63, 13, '22:46.2', 36.102245842047644, 97.18139440737724, 119, 78, 70, 'Male', 87.17252969437523, 1.6007098500033616, 0.055638008124980376, 41, 34.02157494650645, 91.66666666666667, 'High Risk'),
(190713, 84, 12, '21:46.2', 37.33220252434917, 97.08088365530048, 128, 87, 32, 'Male', 79.09390621056416, 1.5366734462835245, 0.13359074154602874, 41, 33.49498989558494, 100.66666666666667, 'High Risk'),
(190714, 67, 14, '20:46.2', 36.349824066514465, 99.24916246982446, 122, 76, 37, 'Male', 69.64320515786584, 1.9336686093318893, 0.13027035632866762, 46, 18.625788027479565, 91.33333333333333, 'Low Risk'),
(190715, 73, 19, '19:46.2', 36.327199045891454, 95.38840961619519, 121, 79, 47, 'Male', 70.43630033115363, 1.6571111019226958, 0.05059803, 42, 25.65034924966634, 93, 'Low Risk'),
(190716, 61, 12, '18:46.2', 36.535050824149025, 99.49024801496495, 128, 84, 54, 'Female', 87.35988614533372, 1.8660736579574595, 0.10096092168380247, 44, 25.087333014744694, 98.66666666666667, 'Low Risk'),
(190717, 82, 15, '17:46.2', 37.28706772963735, 99.31536936448745, 125, 70, 39, 'Female', 68.10556560739042, 1.6234679015381572, 0.07985092, 55, 25.840159574159983, 88.33333333333333, 'Low Risk'),
(190718, 67, 18, '16:46.2', 36.551598890289064, 96.60138108061015, 134, 79, 77, 'Female', 91.36701152090691, 1.8757917406831703, 0.14222161395003607, 55, 25.966904544192914, 97.33333333333333, 'Low Risk'),
(190719, 67, 14, '15:46.2', 36.29514233947939, 97.72688148353294, 130, 70, 44, 'Male', 55.629162735644066, 1.5002225658649246, 0.059567504172159794, 60, 24.716736980201873, 90, 'Low Risk'),
(190720, 64, 13, '14:46.2', 36.766499209859454, 98.28278592280269, 121, 71, 45, 'Female', 82.65160096426459, 1.8287223034855518, 0.057133079, 50, 24.714722979982096, 87.66666666666666, 'Low Risk'),
(190721, 79, 17, '13:46.2', 37.39440187306325, 98.62222191008298, 128, 82, 22, 'Male', 55.93514010992891, 1.553223950490896, 0.13506181417607008, 46, 23.18550570794017, 97.33333333333333, 'Low Risk'),
(190722, 71, 17, '12:46.2', 36.76820796184436, 97.04885098570139, 114, 80, 86, 'Male', 50.350199997422216, 1.644858755010296, 0.075454428, 34, 18.609897385030575, 91.33333333333333, 'Low Risk'),
(190723, 97, 14, '11:46.2', 36.940663838232936, 96.11185658008158, 125, 79, 36, 'Male', 86.60178640862068, 1.9202558723377317, 0.086190168, 46, 23.48597784523831, 94.33333333333333, 'High Risk'),
(190724, 78, 12, '10:46.2', 36.44400337081398, 99.68311150466228, 136, 86, 89, 'Female', 71.46223427914323, 1.5913148422526826, 0.13923549079487407, 50, 28.22047785904529, 102.66666666666666, 'Low Risk'),
(190725, 91, 14, '09:46.2', 36.633837632332195, 97.59722940434578, 136, 87, 27, 'Male', 90.11874891200782, 1.926849636154286, 0.13365698264627673, 49, 24.272779086794742, 103.33333333333333, 'High Risk'),
(190726, 83, 19, '08:46.2', 36.46041373545106, 97.68114629820666, 128, 89, 72, 'Female', 75.41562473696098, 1.9823374559427087, 0.10140015752789389, 39, 19.191377981582708, 102, 'Low Risk'),
(190727, 68, 16, '07:46.2', 36.00872878659169, 95.03477982244814, 138, 75, 57, 'Female', 70.93236992165642, 1.8773363858129404, 0.064224555, 63, 20.126130073962315, 96, 'Low Risk'),
(190728, 62, 14, '06:46.2', 37.46295760290249, 99.93174155, 127, 82, 81, 'Male', 75.42567468054274, 1.6116599030255068, 0.11428651657758267, 45, 29.038381152061042, 97, 'Low Risk'),
(190729, 97, 18, '05:46.2', 36.63409726564793, 95.75998500069994, 120, 82, 79, 'Female', 94.82631233405502, 1.9678647245874872, 0.12808937392084602, 38, 24.487157819520615, 94.66666666666667, 'High Risk'),
(190730, 76, 17, '04:46.2', 36.13099553585476, 97.88222484283271, 126, 83, 37, 'Male', 65.84579999052295, 1.575433555781095, 0.1209333338637786, 43, 26.529428569140943, 97.33333333333333, 'Low Risk'),
(190731, 81, 12, '03:46.2', 36.19539627, 99.71593498520227, 138, 86, 27, 'Male', 55.82212099191021, 1.9223094437631674, 0.14408204148295584, 52, 15.106356679097216, 103.33333333333333, 'High Risk'),
(190732, 90, 13, '02:46.2', 37.15289361820315, 98.56315512, 130, 72, 84, 'Male', 85.09602708749563, 1.9214101779781836, 0.07949415, 58, 23.049903455946787, 91.33333333333333, 'Low Risk'),
(190733, 99, 14, '01:46.2', 36.18776902962919, 99.27651600848174, 128, 88, 76, 'Female', 79.57227051550629, 1.7546800921746257, 0.071679413, 40, 25.84436421748324, 101.33333333333333, 'High Risk'),
(190734, 68, 18, '00:46.2', 36.66894722474007, 95.81408634497504, 115, 75, 32, 'Female', 93.43852696714168, 1.9463218691736337, 0.1274931786035589, 40, 24.665882500460018, 88.33333333333333, 'Low Risk'),
(190735, 76, 18, '59:46.2', 36.503072378671156, 99.64730459698875, 121, 77, 32, 'Male', 68.58019460107485, 1.7702562051352486, 0.14224187170280883, 44, 21.88398771996157, 91.66666666666667, 'Low Risk'),
(190736, 69, 19, '58:46.2', 36.09415425400415, 97.37547363496363, 110, 75, 88, 'Female', 51.77548542834641, 1.8790114161582707, 0.13822152750188774, 35, 14.664435238237754, 86.66666666666667, 'High Risk'),
(190737, 69, 17, '57:46.2', 36.14480124, 99.33929869673956, 134, 73, 43, 'Female', 98.88776869088437, 1.909081351962717, 0.10147241801029869, 61, 27.13274334020012, 93.33333333333333, 'Low Risk'),
(190738, 70, 15, '56:46.2', 36.722892619668194, 98.82550783064855, 126, 73, 87, 'Male', 85.69549394417373, 1.8088495057789238, 0.077546005, 53, 26.191062399621195, 90.66666666666666, 'Low Risk'),
(190739, 87, 13, '55:46.2', 37.19640011472775, 99.26587137676088, 122, 70, 23, 'Female', 83.37548252820886, 1.5849896629540519, 0.10135796884621637, 52, 33.18833705362768, 87.33333333333333, 'High Risk'),
(190740, 70, 13, '54:46.2', 36.46882825821166, 99.74360221735272, 131, 80, 21, 'Male', 81.09611396, 1.5432712070093026, 0.12344383269402008, 51, 34.04987615062846, 97, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(190741, 86, 18, '53:46.2', 36.16738427520191, 98.48121924859456, 123, 74, 50, 'Female', 79.47860120487246, 1.6940066419260198, 0.064852113, 49, 27.69618793485188, 90.33333333333333, 'Low Risk'),
(190742, 90, 17, '52:46.2', 37.43828413999871, 96.46648167846195, 128, 71, 41, 'Female', 55.70801291299902, 1.9814967106837493, 0.12450086598207084, 57, 14.188319386965935, 90, 'High Risk'),
(190743, 94, 17, '51:46.2', 37.32819220188388, 99.60652581078845, 123, 89, 40, 'Female', 70.48857908513484, 1.8852976653893183, 0.11346163079436046, 34, 19.83165217, 100.33333333333333, 'High Risk'),
(190744, 61, 13, '50:46.2', 36.2945655, 98.92935952937083, 126, 85, 61, 'Female', 81.07032515331588, 1.7074719327050798, 0.13227256515121494, 41, 27.807040399583805, 98.66666666666667, 'Low Risk'),
(190745, 95, 14, '49:46.2', 36.764437655311255, 95.55970977545512, 121, 79, 40, 'Female', 90.77082841, 1.7238017089970827, 0.14351711528767358, 42, 30.54721946828421, 93, 'High Risk'),
(190746, 61, 13, '48:46.2', 36.73857447397364, 95.92837937980214, 133, 82, 21, 'Male', 65.6360027, 1.7967885512517443, 0.11662735354122168, 51, 20.33050567, 99, 'Low Risk'),
(190747, 77, 14, '47:46.2', 37.27257184241982, 96.84827351332609, 139, 89, 56, 'Male', 60.60759401859215, 1.8822161050283552, 0.10280650129052696, 50, 17.10756007177169, 105.66666666666666, 'High Risk'),
(190748, 72, 14, '46:46.2', 37.45306933719556, 98.51806215279211, 131, 72, 26, 'Female', 69.22921118894112, 1.7206551140063047, 0.053664551196213155, 59, 23.383080457753895, 91.66666666666666, 'Low Risk'),
(190749, 75, 17, '45:46.2', 36.70132821295154, 99.67034186691322, 116, 82, 81, 'Male', 70.19076227, 1.892763546, 0.10311392710499218, 34, 19.592381692084583, 93.33333333333333, 'Low Risk'),
(190750, 70, 12, '44:46.2', 37.451768131946295, 98.37409097196182, 122, 84, 52, 'Male', 95.88869123238673, 1.5886874335023389, 0.10002716118381233, 38, 37.99185250072468, 96.66666666666667, 'High Risk'),
(190751, 80, 16, '43:46.2', 36.85409002968453, 97.0856674, 128, 76, 18, 'Female', 91.18515437681643, 1.8466913643104812, 0.12634834853749194, 52, 26.738405243106314, 93.33333333333333, 'Low Risk'),
(190752, 66, 14, '42:46.2', 36.36849643530875, 97.11167925941636, 138, 81, 46, 'Male', 72.37037186290212, 1.7792101595068863, 0.078445162, 57, 22.86158330255157, 100, 'Low Risk'),
(190753, 98, 19, '41:46.2', 36.11407022189206, 99.09773315775138, 110, 73, 86, 'Female', 74.66829404752016, 1.782715522198892, 0.076366605, 37, 23.494820817013903, 85.33333333333333, 'High Risk'),
(190754, 90, 18, '40:46.2', 36.72526990360671, 95.29936269985092, 126, 74, 68, 'Female', 55.54847921, 1.6002495560339913, 0.076986094, 52, 21.69185749523587, 91.33333333333333, 'Low Risk'),
(190755, 81, 13, '39:46.2', 36.29826216041403, 97.87167987802076, 120, 83, 67, 'Female', 59.87884662903154, 1.887565149, 0.12373463799205588, 37, 16.80619994704765, 95.33333333333333, 'High Risk'),
(190756, 92, 12, '38:46.2', 36.34788086490945, 97.61859797, 136, 76, 24, 'Male', 85.86016655857293, 1.772784724828853, 0.1379984293772734, 60, 27.319938959798442, 96, 'High Risk'),
(190757, 91, 19, '37:46.2', 36.74075515160162, 97.14173841143939, 124, 72, 79, 'Male', 74.15262501, 1.7707642737860159, 0.092317608, 52, 23.648577763112073, 89.33333333333333, 'High Risk'),
(190758, 97, 15, '36:46.2', 36.70227697443616, 97.02735370256563, 136, 85, 30, 'Female', 64.39358232040433, 1.8569835446849514, 0.10705709447771639, 51, 18.673532231162156, 102, 'High Risk'),
(190759, 62, 16, '35:46.2', 36.31623512149829, 99.41596876179516, 136, 87, 68, 'Female', 97.10099276, 1.8148808308249904, 0.1180130269234597, 49, 29.479997548225494, 103.33333333333333, 'Low Risk'),
(190760, 83, 13, '34:46.2', 36.52124468767693, 99.79378836880942, 126, 86, 36, 'Male', 75.15254912192457, 1.9127361077600864, 0.11509897746678056, 40, 20.541568562104136, 99.33333333333333, 'Low Risk'),
(190761, 60, 12, '33:46.2', 37.47233532485759, 96.23741244107224, 120, 78, 59, 'Female', 73.61833493, 1.5811449434464946, 0.10550549023971209, 42, 29.447106259653523, 92, 'Low Risk'),
(190762, 71, 14, '32:46.2', 36.51511153494733, 98.55144431648594, 130, 71, 41, 'Male', 88.79994124, 1.7769346349772945, 0.064100683, 59, 28.12352624988212, 90.66666666666666, 'Low Risk'),
(190763, 93, 13, '31:46.2', 37.29002376516614, 95.11305850752753, 118, 77, 47, 'Male', 78.12093305110783, 1.55857743, 0.092237413, 41, 32.15960132293665, 90.66666666666667, 'High Risk'),
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(190941, 60, 15, '33:46.2', 36.108360585198646, 97.04097064, 130, 75, 56, 'Male', 80.46852948, 1.9654189716639532, 0.054037056960348065, 55, 20.83127140010225, 93.33333333333333, 'Low Risk'),
(190942, 83, 18, '32:46.2', 37.057420877798265, 99.78000773386431, 128, 82, 24, 'Male', 90.77184732765897, 1.6544072245103127, 0.082680544, 46, 33.16395660435922, 97.33333333333333, 'High Risk'),
(190943, 74, 16, '31:46.2', 36.951827049365825, 99.64553217850542, 112, 81, 72, 'Male', 52.49788930572273, 1.7132394631816976, 0.075028539, 31, 17.88569019250339, 91.33333333333333, 'High Risk'),
(190944, 79, 15, '30:46.2', 36.10968074820542, 96.93406645005999, 127, 78, 72, 'Female', 86.01172584526523, 1.5407407054214959, 0.1267121956794073, 49, 36.232520696149365, 94.33333333333333, 'High Risk'),
(190945, 80, 19, '29:46.2', 36.11161575819694, 98.04866425058258, 110, 77, 58, 'Male', 69.07903035021047, 1.8329107255330963, 0.065536461, 33, 20.561917281983064, 88, 'Low Risk'),
(190946, 95, 19, '28:46.2', 36.56918698224863, 95.64719063215517, 133, 88, 57, 'Female', 95.08355217545412, 1.9298252847939343, 0.1420010630696854, 45, 25.531093340280425, 103, 'High Risk'),
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(190948, 77, 12, '26:46.2', 36.418305141138404, 98.89161724982146, 139, 81, 48, 'Female', 54.619103058318665, 1.6143432283877905, 0.063861852, 58, 20.958143581728947, 100.33333333333333, 'Low Risk'),
(190949, 62, 19, '25:46.2', 36.567498890360206, 96.99975025385129, 125, 76, 50, 'Female', 94.07999981084734, 1.5900082540617189, 0.13010276090028883, 49, 37.21333136976632, 92.33333333333333, 'High Risk'),
(190950, 95, 15, '24:46.2', 37.458212952378815, 95.63782705109158, 125, 77, 39, 'Female', 73.63909976200566, 1.5758197395081224, 0.097869134, 48, 29.65482721061533, 93, 'High Risk'),
(190951, 90, 14, '23:46.2', 36.404284541451716, 99.48865211445589, 122, 70, 38, 'Female', 51.63132535428743, 1.8155123777191027, 0.11472376065199759, 52, 15.664438969519578, 87.33333333333333, 'High Risk'),
(190952, 77, 14, '22:46.2', 36.38385087685963, 95.73263722863123, 127, 84, 65, 'Female', 82.97934319087913, 1.8646985998402186, 0.13446956105621546, 43, 23.864519993846425, 98.33333333333333, 'Low Risk'),
(190953, 87, 19, '21:46.2', 36.295858353489464, 99.34587386, 136, 77, 40, 'Male', 79.72974294, 1.6967615820942379, 0.12728090746970377, 59, 27.693555622183162, 96.66666666666666, 'Low Risk'),
(190954, 91, 13, '20:46.2', 37.162166665813885, 98.8965509, 136, 74, 56, 'Female', 62.71838148865797, 1.718203825520725, 0.065721506, 62, 21.24444936684244, 94.66666666666666, 'High Risk'),
(190955, 76, 14, '19:46.2', 37.44608198551777, 95.62253038743081, 126, 85, 74, 'Female', 90.88029306751012, 1.7006604260045504, 0.069773586, 41, 31.42204940185122, 98.66666666666667, 'High Risk'),
(190956, 72, 15, '18:46.2', 36.40250741207975, 98.50214356244524, 118, 80, 27, 'Female', 85.59051118335366, 1.5483375708720033, 0.10330756958726497, 38, 35.70214551632145, 92.66666666666667, 'High Risk'),
(190957, 86, 19, '17:46.2', 37.289267667942426, 98.57694573373254, 122, 81, 88, 'Male', 85.36318119990955, 1.7204921991291584, 0.1311662444356617, 41, 28.838002540873205, 94.66666666666667, 'Low Risk'),
(190958, 77, 18, '16:46.2', 36.50445731578097, 96.42885546866958, 118, 86, 62, 'Female', 99.56768706805396, 1.7383177163057586, 0.051861938, 32, 32.950355608370366, 96.66666666666667, 'High Risk'),
(190959, 82, 14, '15:46.2', 37.18833444821208, 95.20965923060436, 133, 81, 73, 'Male', 86.08893508758385, 1.7895117371234583, 0.053378637107475514, 52, 26.883031025480523, 98.33333333333333, 'Low Risk'),
(190960, 93, 15, '14:46.2', 37.19137059734774, 97.09351144444739, 133, 82, 32, 'Female', 80.08553475206548, 1.569215663078239, 0.11702160677780686, 51, 32.52286609696328, 99, 'High Risk'),
(190961, 97, 19, '13:46.2', 36.99572230306316, 96.26409467728907, 129, 81, 58, 'Female', 67.69850698389837, 1.9187607146034125, 0.10442058022437947, 48, 18.388125320634845, 97, 'High Risk'),
(190962, 81, 18, '12:46.2', 36.53301082126732, 95.77195706898404, 138, 74, 74, 'Male', 74.73834472024531, 1.6908603220682143, 0.067665551, 64, 26.14134982623767, 95.33333333333333, 'Low Risk'),
(190963, 71, 15, '11:46.2', 36.84687433069291, 99.74451943187873, 128, 87, 25, 'Female', 76.36595587164852, 1.7105392280399638, 0.061115438, 41, 26.09959182729187, 100.66666666666667, 'Low Risk'),
(190964, 86, 17, '10:46.2', 37.06836512683705, 96.20426128195248, 134, 72, 84, 'Female', 98.38667394451768, 1.7683523396735756, 0.10474564154584973, 62, 31.46289466871579, 92.66666666666666, 'High Risk'),
(190965, 99, 16, '09:46.2', 36.575680664068436, 95.61229290674096, 131, 77, 85, 'Male', 87.83672608503417, 1.7875624424873124, 0.10286926307301833, 54, 27.488668083279304, 95, 'High Risk'),
(190966, 96, 19, '08:46.2', 37.24095262876944, 99.57751248962111, 118, 88, 71, 'Male', 79.266786, 1.771131052053954, 0.13469410583860453, 30, 25.269104692872258, 98, 'High Risk'),
(190967, 97, 16, '07:46.2', 36.55068030853722, 97.11955641512984, 126, 80, 72, 'Female', 95.03399871873799, 1.9278348920726498, 0.069637854, 46, 25.570506502328108, 95.33333333333333, 'High Risk'),
(190968, 62, 17, '06:46.2', 36.82320508372632, 95.60969738455438, 111, 71, 58, 'Male', 88.67130908716604, 1.651010851858226, 0.11303728131904046, 40, 32.52994016926713, 84.33333333333333, 'High Risk'),
(190969, 68, 15, '05:46.2', 36.44688228541676, 95.01220619306196, 129, 70, 65, 'Female', 86.26573260448752, 1.800990923089053, 0.105990445, 59, 26.59593524520523, 89.66666666666666, 'Low Risk'),
(190970, 69, 13, '04:46.2', 36.53686371769894, 98.89699292247415, 139, 86, 75, 'Female', 77.17637555103695, 1.5531367177823818, 0.11195771296656308, 53, 31.993739536451134, 103.66666666666666, 'High Risk'),
(190971, 64, 16, '03:46.2', 36.07381158462645, 96.51828513384281, 129, 70, 68, 'Male', 93.90875189, 1.9377351685678919, 0.075054118, 59, 25.010203505820257, 89.66666666666666, 'Low Risk'),
(190972, 63, 16, '02:46.2', 36.059918129647556, 95.20675910303632, 111, 75, 68, 'Female', 94.01881264481082, 1.7822345819009673, 0.14964685223758228, 36, 29.59954461683078, 87, 'Low Risk'),
(190973, 74, 12, '01:46.2', 36.493510337216165, 99.87725944837364, 123, 73, 54, 'Female', 51.03818930986969, 1.8814367642570173, 0.099530588, 50, 14.418364693262369, 89.66666666666666, 'High Risk'),
(190974, 86, 17, '00:46.2', 36.91547203106913, 98.74701069419322, 116, 85, 36, 'Female', 64.01508720000473, 1.907671539169664, 0.10057344074355376, 31, 17.59037671990737, 95.33333333333333, 'High Risk'),
(190975, 79, 12, '59:46.2', 36.20092933460332, 98.49290455508776, 137, 76, 47, 'Female', 62.46611867336263, 1.5351630940896066, 0.058481682799157386, 61, 26.50546815807708, 96.33333333333333, 'Low Risk'),
(190976, 93, 13, '58:46.2', 36.60544978, 96.50314701860518, 128, 87, 29, 'Female', 66.35977963948997, 1.5581992437517704, 0.089882451, 41, 27.33121614466096, 100.66666666666667, 'High Risk'),
(190977, 69, 14, '57:46.2', 37.47154019037316, 98.62873734860617, 125, 72, 71, 'Female', 95.38242465218845, 1.6911924954176545, 0.068962904, 53, 33.34895829, 89.66666666666666, 'High Risk'),
(190978, 94, 17, '56:46.2', 36.00158013, 98.28306298213465, 111, 73, 82, 'Male', 66.96459936, 1.8923513052342427, 0.064892394, 38, 18.700006036062497, 85.66666666666667, 'High Risk'),
(190979, 85, 19, '55:46.2', 37.08046433524317, 98.23750890934228, 132, 83, 29, 'Male', 50.717176507966904, 1.6034048664390506, 0.055611507, 49, 19.72734651185071, 99.33333333333333, 'Low Risk'),
(190980, 61, 16, '54:46.2', 36.20976787310877, 97.21129186873989, 111, 89, 49, 'Female', 76.42441353290559, 1.7051404669019101, 0.093094979, 22, 26.285230638029336, 96.33333333333333, 'Low Risk'),
(190981, 75, 12, '53:46.2', 37.479765781428206, 97.95802718481568, 118, 86, 73, 'Female', 80.99980304249013, 1.5113795901960256, 0.14111223845007914, 32, 35.45984692785083, 96.66666666666667, 'High Risk'),
(190982, 85, 14, '52:46.2', 36.77914417214704, 99.16563108111446, 135, 88, 84, 'Male', 53.461215563472294, 1.6825790209664457, 0.14510588392061397, 47, 18.88373468006181, 103.66666666666667, 'Low Risk'),
(190983, 91, 16, '51:46.2', 36.73407637579443, 98.13685695097101, 111, 73, 69, 'Female', 70.77033834640639, 1.9043617571623812, 0.084183641, 38, 19.514272664344855, 85.66666666666667, 'High Risk'),
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(190986, 96, 18, '48:46.2', 36.14757802501593, 98.89489737327169, 121, 71, 79, 'Male', 96.26186154477412, 1.9707170329735182, 0.14684246694701153, 50, 24.785958345930407, 87.66666666666666, 'High Risk'),
(190987, 60, 12, '47:46.2', 37.497453594835555, 96.33340856657603, 138, 89, 75, 'Male', 87.80699655936613, 1.8333684542374618, 0.052796123, 49, 26.123394776702717, 105.33333333333333, 'Low Risk'),
(190988, 60, 18, '46:46.2', 36.43946691639047, 95.83474609260703, 111, 85, 32, 'Female', 80.94450528637005, 1.9199909874026369, 0.070024308, 26, 21.95780848758466, 93.66666666666667, 'Low Risk'),
(190989, 69, 14, '45:46.2', 36.68636862278318, 96.02839105362399, 133, 85, 69, 'Female', 93.05886301132574, 1.7480261931882253, 0.1137565542986657, 48, 30.455229043357622, 101, 'High Risk'),
(190990, 96, 16, '44:46.2', 36.591866219829804, 97.80153628897791, 136, 87, 86, 'Male', 53.85858278, 1.731879749799156, 0.062154821, 49, 17.95640750990227, 103.33333333333333, 'High Risk'),
(190991, 60, 14, '43:46.2', 37.08260213160321, 98.66520973, 129, 77, 25, 'Male', 71.01420694, 1.7615662575774265, 0.063357125, 52, 22.88480813, 94.33333333333333, 'Low Risk'),
(190992, 87, 17, '42:46.2', 36.894042662640835, 98.68392784864433, 121, 72, 60, 'Female', 87.51981466951516, 1.6595401640096106, 0.11024579155240576, 49, 31.77831415580139, 88.33333333333333, 'High Risk'),
(190993, 88, 14, '41:46.2', 36.43102461414185, 98.80687651265407, 132, 79, 68, 'Male', 50.09751906323151, 1.797796486, 0.093379441, 53, 15.50012372194107, 96.66666666666666, 'High Risk'),
(190994, 68, 15, '40:46.2', 37.206584681274606, 96.92241209909665, 129, 76, 37, 'Female', 53.492140312823096, 1.8938232467409004, 0.12506855589421303, 53, 14.914582083872242, 93.66666666666666, 'High Risk'),
(190995, 66, 19, '39:46.2', 37.33995940155477, 95.48643257429156, 115, 72, 72, 'Female', 99.71555536533424, 1.9833342905526692, 0.07609634, 43, 25.34959768442439, 86.33333333333333, 'Low Risk'),
(190996, 87, 14, '38:46.2', 37.37773144095595, 97.06797550098709, 139, 73, 87, 'Female', 61.80643243373716, 1.6249388765019517, 0.096545996, 66, 23.407747153531123, 95, 'Low Risk'),
(190997, 87, 13, '37:46.2', 37.161107364096885, 97.68131599313631, 130, 89, 49, 'Female', 85.11689798, 1.9579485291466332, 0.086971748, 41, 22.203081141565963, 102.66666666666667, 'Low Risk'),
(190998, 73, 14, '36:46.2', 37.03077574349529, 99.86221124278491, 123, 72, 72, 'Male', 55.13039654224193, 1.8541177571375682, 0.08078356, 51, 16.036754833029324, 89, 'High Risk'),
(190999, 64, 12, '35:46.2', 36.38481482478923, 97.78665833184161, 129, 75, 18, 'Female', 90.73533583985379, 1.7955462743200716, 0.14886775928204576, 54, 28.14383310867006, 93, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(191001, 90, 12, '33:46.2', 36.64125906301804, 96.55810304890205, 131, 88, 54, 'Male', 94.45623136085658, 1.8230802760319609, 0.14344500217586187, 43, 28.419669893196566, 102.33333333333333, 'Low Risk'),
(191002, 81, 14, '32:46.2', 36.51189441670499, 96.01805794708876, 138, 80, 55, 'Male', 69.09208131497275, 1.6370284647991908, 0.056661387, 58, 25.781953062793487, 99.33333333333333, 'Low Risk'),
(191003, 91, 18, '31:46.2', 37.397370233527354, 99.63196017586515, 137, 87, 75, 'Female', 87.56959767139757, 1.7623838557165126, 0.051725011, 50, 28.193717431981497, 103.66666666666666, 'High Risk'),
(191004, 64, 12, '30:46.2', 36.92276536700237, 98.82095717087795, 122, 78, 86, 'Female', 72.32684013217239, 1.7727253973954487, 0.13173976294047607, 44, 23.015295653353828, 92.66666666666667, 'Low Risk'),
(191005, 82, 18, '29:46.2', 37.39737382, 98.36635900439724, 124, 70, 53, 'Female', 86.79974785617992, 1.7220202551721258, 0.13211124708350336, 54, 29.271296075960116, 88, 'Low Risk'),
(191006, 65, 15, '28:46.2', 37.403255003121814, 99.01056083, 117, 85, 60, 'Male', 51.94057841355871, 1.8075105675331093, 0.14377420855141526, 32, 15.898095136439846, 95.66666666666667, 'High Risk'),
(191007, 71, 14, '27:46.2', 36.97413123770847, 95.71730085264262, 115, 88, 74, 'Female', 62.47736379348964, 1.7157450390513325, 0.068854493, 27, 21.223509141866128, 97, 'Low Risk'),
(191008, 64, 19, '26:46.2', 37.25935871764423, 97.81276236937339, 125, 81, 78, 'Female', 99.95198866882295, 1.6260558676975496, 0.14388834510126874, 44, 37.80249925734885, 95.66666666666667, 'High Risk'),
(191009, 81, 12, '25:46.2', 36.16830526085164, 96.76711068671715, 110, 75, 69, 'Female', 68.72813701057083, 1.9904883673583407, 0.051012753, 35, 17.34663674637487, 86.66666666666667, 'High Risk'),
(191010, 87, 13, '24:46.2', 37.39592170767128, 99.18680184384462, 118, 75, 77, 'Male', 58.07485758837951, 1.5870230226394608, 0.085058288, 43, 23.05800342928764, 89.33333333333333, 'Low Risk'),
(191011, 76, 14, '23:46.2', 36.90047612612012, 98.13312607581307, 114, 77, 83, 'Male', 97.34100392646084, 1.817436595276166, 0.055023363213011316, 37, 29.469806469244777, 89.33333333333333, 'Low Risk'),
(191012, 73, 16, '22:46.2', 37.31446497, 95.11196154112898, 132, 79, 45, 'Female', 70.61572018165823, 1.7356091563545883, 0.11290675983778926, 53, 23.442154689379837, 96.66666666666666, 'Low Risk'),
(191013, 97, 13, '21:46.2', 36.164753799191715, 96.65147828313209, 112, 86, 21, 'Male', 69.46711964901218, 1.926714266069006, 0.1453812990801209, 26, 18.71305378099594, 94.66666666666667, 'High Risk'),
(191014, 75, 16, '20:46.2', 37.08670725698655, 98.53292610529161, 114, 84, 39, 'Female', 54.959708307862996, 1.8889435863798383, 0.11721787738426345, 30, 15.403040006456482, 94, 'High Risk'),
(191015, 87, 12, '19:46.2', 36.163205862117856, 98.22914379196338, 138, 75, 72, 'Male', 82.36384309081734, 1.9942402428909851, 0.098386837, 63, 20.710074005535038, 96, 'Low Risk'),
(191016, 90, 16, '18:46.2', 36.64215513589775, 97.52980106520046, 119, 76, 84, 'Female', 61.87854713, 1.9966142272224419, 0.090369927, 43, 15.522146761097055, 90.33333333333333, 'High Risk'),
(191017, 64, 12, '17:46.2', 36.103811572870896, 97.94858643513429, 136, 72, 40, 'Male', 76.70933349500973, 1.9723872305739554, 0.053955445, 64, 19.71804461329593, 93.33333333333333, 'Low Risk'),
(191018, 61, 16, '16:46.2', 36.422111432249984, 99.05477142562792, 136, 78, 55, 'Male', 85.88625402107887, 1.9125582701722144, 0.077127979, 58, 23.47979547955135, 97.33333333333333, 'Low Risk'),
(191019, 75, 12, '15:46.2', 36.28915525378194, 99.82163677610369, 111, 76, 36, 'Male', 68.53780030572185, 1.949041474598086, 0.080618652, 35, 18.042137997284172, 87.66666666666667, 'High Risk'),
(191020, 75, 18, '14:46.2', 37.46056577538139, 96.78585468519374, 132, 82, 49, 'Female', 83.11206311, 1.6627149092620823, 0.12579550145006368, 50, 30.06273447012625, 98.66666666666666, 'High Risk'),
(191021, 84, 12, '13:46.2', 36.23345703286948, 97.34389178119135, 112, 75, 85, 'Female', 80.98525754420842, 1.6392628593291303, 0.052633856, 37, 30.137607272444445, 87.33333333333333, 'High Risk'),
(191022, 74, 19, '12:46.2', 37.420030751993295, 96.11304684219208, 121, 89, 24, 'Male', 55.76877616610318, 1.5428398937089507, 0.065122345, 32, 23.428764880697685, 99.66666666666667, 'Low Risk'),
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(191112, 74, 19, '42:46.2', 37.348594843790295, 99.41899318517048, 124, 76, 58, 'Male', 92.31941883, 1.8209170507226613, 0.063497916, 48, 27.84278903012518, 92, 'Low Risk'),
(191113, 83, 19, '41:46.2', 36.16701722940568, 96.25043242255225, 115, 79, 87, 'Male', 81.32503377566039, 1.6523201653675992, 0.081125394, 36, 29.787622820237004, 91, 'Low Risk'),
(191114, 76, 12, '40:46.2', 37.07744715376747, 99.27334919996636, 137, 73, 30, 'Male', 56.03603251318235, 1.9555604042127426, 0.12453045037961089, 64, 14.652944621051539, 94.33333333333333, 'High Risk'),
(191115, 75, 13, '39:46.2', 37.22518916145488, 98.49979754322989, 131, 76, 69, 'Female', 97.30487693687277, 1.8428211782486068, 0.093937718, 55, 28.652875875776832, 94.33333333333333, 'Low Risk'),
(191116, 89, 14, '38:46.2', 36.20974260472182, 97.27182060469028, 113, 89, 35, 'Male', 85.34896229330175, 1.6509826084086423, 0.10399739550206243, 24, 31.312175925257595, 97, 'High Risk'),
(191117, 81, 18, '37:46.2', 36.228469667488625, 96.13630858763949, 123, 76, 72, 'Female', 79.43544429079148, 1.8836211397603815, 0.14961482519706193, 47, 22.388614435678786, 91.66666666666667, 'Low Risk'),
(191118, 83, 12, '36:46.2', 36.98502339043755, 95.39135597754206, 110, 73, 51, 'Male', 95.95949453039728, 1.7891855013428222, 0.081602573, 37, 29.976243727929624, 85.33333333333333, 'Low Risk'),
(191119, 80, 16, '35:46.2', 37.39319571711719, 98.97881991944334, 120, 74, 88, 'Female', 66.55393122733798, 1.6191195340534765, 0.13016714202432486, 46, 25.38726338907883, 89.33333333333333, 'Low Risk'),
(191120, 79, 16, '34:46.2', 37.442122991998986, 99.37805629051844, 135, 78, 39, 'Female', 85.39634439441284, 1.750955085944246, 0.11911280920863539, 57, 27.85410881594386, 97, 'Low Risk'),
(191121, 61, 18, '33:46.2', 36.20432921917483, 96.72899503076732, 112, 85, 59, 'Male', 70.63458477467694, 1.9866366968753413, 0.13515188345685006, 27, 17.89701036571199, 94, 'High Risk'),
(191122, 87, 18, '32:46.2', 36.33877592184259, 98.97982096743043, 130, 71, 76, 'Female', 55.96771957750376, 1.619562273616381, 0.072822272, 59, 21.33743978078559, 90.66666666666666, 'Low Risk'),
(191123, 94, 13, '31:46.2', 36.44396594624564, 98.93079097479301, 134, 83, 19, 'Female', 73.37369852515644, 1.841562956022516, 0.0819356, 51, 21.63551664, 100, 'High Risk'),
(191124, 79, 14, '30:46.2', 36.24413880896649, 96.90852976266952, 124, 79, 70, 'Female', 64.25443397787804, 1.8463548730138184, 0.09583877, 45, 18.848324419068394, 94, 'Low Risk'),
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(191126, 86, 12, '28:46.2', 36.10493115, 97.01130271406807, 138, 86, 38, 'Female', 74.24222425552757, 1.6701669049832795, 0.14394499151670392, 52, 26.615291506801903, 103.33333333333333, 'Low Risk'),
(191127, 83, 13, '27:46.2', 36.895186183167745, 96.03814172, 125, 75, 44, 'Female', 75.60398996050597, 1.7679010935371078, 0.12014279024968899, 50, 24.18960556746323, 91.66666666666666, 'Low Risk'),
(191128, 64, 17, '26:46.2', 36.36652810192829, 96.53127161959098, 120, 85, 67, 'Female', 55.679992708082125, 1.951088624762594, 0.13726394008899173, 35, 14.626660326083552, 96.66666666666667, 'High Risk'),
(191129, 73, 14, '25:46.2', 36.414115590627326, 95.96614404986923, 129, 72, 71, 'Male', 83.80310532706405, 1.9602406900872518, 0.092429047, 57, 21.809279179655647, 91, 'Low Risk'),
(191130, 82, 18, '24:46.2', 37.244011713957846, 97.66531438168559, 125, 73, 76, 'Female', 76.25655327, 1.6783158085348062, 0.057176269076132206, 52, 27.072589675405617, 90.33333333333333, 'Low Risk'),
(191131, 60, 14, '23:46.2', 37.03182059383221, 97.99763960314921, 118, 76, 35, 'Female', 54.16070060363325, 1.933698338512547, 0.13804981169540825, 42, 14.484610640005625, 90, 'High Risk'),
(191132, 77, 14, '22:46.2', 36.467511575604576, 96.56411488310044, 110, 83, 77, 'Male', 61.941318025349446, 1.8249632748722355, 0.12988972344531574, 27, 18.59825439225259, 92, 'Low Risk'),
(191133, 89, 18, '21:46.2', 37.455255697058355, 97.13138940121897, 120, 86, 56, 'Female', 95.16557369732536, 1.7006324263493975, 0.096226347, 34, 32.90477752675101, 97.33333333333333, 'High Risk'),
(191134, 63, 15, '20:46.2', 36.47696651941153, 98.14412977158011, 118, 73, 69, 'Male', 54.925190269891885, 1.5810573514877007, 0.14879204522763537, 45, 21.972340588862323, 88, 'Low Risk'),
(191135, 68, 19, '19:46.2', 36.09958559897698, 97.43216084, 135, 84, 18, 'Female', 86.38728339313587, 1.6663376893676818, 0.14464752570721517, 51, 31.11170286214324, 101, 'High Risk'),
(191136, 94, 18, '18:46.2', 36.880634454290366, 97.99234143, 113, 70, 79, 'Male', 73.54117645609989, 1.669746703532104, 0.054402978, 43, 26.37724198773796, 84.33333333333333, 'High Risk'),
(191137, 80, 12, '17:46.2', 37.11545737088659, 97.85584060110804, 132, 75, 48, 'Female', 79.62520340911814, 1.5314891103629478, 0.07261507, 57, 33.94866717699455, 94, 'High Risk'),
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(191139, 99, 15, '15:46.2', 36.559390558404814, 97.06283950223909, 133, 72, 68, 'Female', 94.96035015416436, 1.9597507056284937, 0.088083077, 61, 24.725247544911472, 92.33333333333333, 'High Risk'),
(191140, 88, 12, '14:46.2', 36.47460821039498, 98.70272726997801, 120, 77, 89, 'Female', 96.92104028246101, 1.8638774050307887, 0.1458904256630873, 43, 27.898662281273587, 91.33333333333333, 'Low Risk'),
(191141, 61, 14, '13:46.2', 37.371398955120576, 98.80125795350322, 118, 87, 56, 'Male', 80.21307078153279, 1.8998143280594357, 0.050428991, 31, 22.22403054, 97.33333333333333, 'Low Risk'),
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(191143, 70, 14, '11:46.2', 37.159000227506866, 97.28484875492434, 111, 76, 39, 'Male', 76.05403665328815, 1.8155340468076369, 0.076740731, 35, 23.073499842471293, 87.66666666666667, 'Low Risk'),
(191144, 81, 17, '10:46.2', 36.25794458, 95.16836979, 136, 70, 40, 'Male', 69.68527974077084, 1.8063646931128936, 0.11142107865545908, 66, 21.356504706483427, 92, 'Low Risk'),
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(191147, 61, 19, '07:46.2', 36.156910600983586, 99.07559669, 124, 79, 49, 'Male', 62.340141055095785, 1.8844661611692461, 0.10275254990928573, 45, 17.554606299433704, 94, 'High Risk'),
(191148, 84, 14, '06:46.2', 37.25739845558588, 99.90241108024807, 111, 71, 50, 'Female', 91.83109554521263, 1.715829725163744, 0.12348879623364481, 40, 31.191868471545813, 84.33333333333333, 'High Risk'),
(191149, 86, 19, '05:46.2', 36.264928868144786, 96.04452560847717, 129, 87, 21, 'Female', 94.01517828, 1.951220382322652, 0.14492060654297906, 42, 24.693652146077465, 101, 'Low Risk'),
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(191151, 72, 16, '03:46.2', 36.785560022067514, 96.27174296, 130, 84, 39, 'Female', 60.86219563, 1.6516991509036165, 0.091144087, 46, 22.309288751148685, 99.33333333333333, 'Low Risk'),
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(191153, 75, 12, '01:46.2', 36.065623482672336, 97.17425586050423, 114, 72, 70, 'Male', 97.18507136545847, 1.8434424589273979, 0.068898234, 42, 28.59831106426321, 86, 'Low Risk'),
(191154, 62, 15, '00:46.2', 37.245518086599255, 98.45813672582288, 123, 87, 89, 'Male', 75.96751563, 1.5234320454808312, 0.1359531143194695, 36, 32.732693985965575, 99, 'High Risk'),
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(191156, 77, 12, '58:46.2', 37.42232178575241, 99.49972303341316, 135, 82, 50, 'Male', 58.434446678998974, 1.946823452582384, 0.094739898, 53, 15.417565326848186, 99.66666666666666, 'High Risk'),
(191157, 76, 19, '57:46.2', 36.819281652814176, 99.72306303513174, 127, 72, 62, 'Female', 57.504827840633965, 1.6908393777981732, 0.10924665322732824, 55, 20.114053481752258, 90.33333333333333, 'Low Risk'),
(191158, 70, 15, '56:46.2', 37.17714518612496, 96.28194855595189, 119, 86, 88, 'Female', 53.28443341232369, 1.9171775085221938, 0.081084291, 33, 14.496918633825452, 97, 'High Risk'),
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(191160, 84, 15, '54:46.2', 36.78780129360522, 99.12061842270099, 127, 89, 60, 'Female', 69.25518528, 1.8423156169185857, 0.1168670332074385, 38, 20.404418780302304, 101.66666666666667, 'Low Risk'),
(191161, 89, 15, '53:46.2', 36.72309511995551, 99.13735165133193, 139, 82, 68, 'Female', 89.96771693705533, 1.737129214942033, 0.11870076942438541, 57, 29.814151306780605, 101, 'Low Risk'),
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(191163, 61, 16, '51:46.2', 37.27062963, 99.97219411229301, 139, 70, 88, 'Female', 57.17328875286548, 1.666011880491912, 0.071647939, 69, 20.598565959132255, 93, 'Low Risk'),
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(191165, 83, 13, '49:46.2', 37.18703124, 99.14112900670649, 130, 71, 80, 'Male', 64.06413376761448, 1.628365044843788, 0.11677558188362254, 59, 24.160805887787728, 90.66666666666666, 'Low Risk'),
(191166, 91, 12, '48:46.2', 36.309919588120856, 96.45801155450889, 128, 77, 59, 'Male', 78.46804337472537, 1.5127045428535724, 0.078119633, 51, 34.291351437154105, 94, 'High Risk'),
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(191168, 61, 16, '46:46.2', 37.04833918175846, 99.30385882698837, 114, 87, 43, 'Male', 60.72332497986524, 1.6021504016779804, 0.051192235, 27, 23.656417588657384, 96, 'Low Risk'),
(191169, 99, 15, '45:46.2', 36.82578463522362, 97.60015906483109, 116, 77, 53, 'Female', 91.73618461379664, 1.7191319740819073, 0.080907353, 39, 31.040037541394486, 90, 'High Risk'),
(191170, 66, 12, '44:46.2', 36.74665313121474, 95.77610968653677, 123, 72, 41, 'Female', 64.70865871191214, 1.9772606951055178, 0.097452292, 51, 16.55139225092863, 89, 'High Risk'),
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(191177, 83, 18, '37:46.2', 36.80322423273103, 99.22221015173653, 137, 82, 76, 'Female', 88.25951603204203, 1.821620923155137, 0.05669423, 55, 26.59778859235448, 100.33333333333333, 'Low Risk'),
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(191180, 66, 19, '34:46.2', 36.62056685677893, 96.82903781425944, 131, 81, 48, 'Female', 76.13695744040054, 1.9921089255896338, 0.093341117, 50, 19.185333591911775, 97.66666666666666, 'Low Risk'),
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(191184, 68, 14, '30:46.2', 36.280763977386364, 97.22933183, 135, 72, 23, 'Male', 76.04177577792194, 1.703113096585976, 0.095776344, 63, 26.21593026002228, 93, 'Low Risk'),
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(191186, 60, 16, '28:46.2', 37.28152399490941, 99.88798999792252, 137, 87, 35, 'Female', 71.32501205577455, 1.5743399914385892, 0.14725005691261453, 50, 28.776952413341732, 103.66666666666666, 'Low Risk'),
(191187, 72, 14, '27:46.2', 37.481018468581155, 96.24604871040836, 127, 81, 46, 'Female', 99.51751510987202, 1.6259086646410137, 0.060790904, 46, 37.64499402, 96.33333333333333, 'High Risk'),
(191188, 84, 18, '26:46.2', 36.059275832868245, 97.43287757804104, 129, 85, 35, 'Female', 64.72996593055525, 1.8747130463599513, 0.14614092364818093, 44, 18.41771613271259, 99.66666666666667, 'High Risk'),
(191189, 60, 14, '25:46.2', 36.976633920450155, 98.54561094991587, 128, 76, 22, 'Male', 63.225428620246376, 1.6573429682801655, 0.1318388330947124, 52, 23.017969070651695, 93.33333333333333, 'Low Risk'),
(191190, 73, 15, '24:46.2', 37.13531897890701, 95.03572905887957, 119, 81, 19, 'Male', 58.99435096891193, 1.5932171187196205, 0.10950196180097566, 38, 23.241304423026314, 93.66666666666667, 'Low Risk'),
(191191, 83, 13, '23:46.2', 36.14786323496465, 97.49553450127613, 126, 81, 42, 'Female', 51.638666809871964, 1.7193695376671296, 0.10923828200613203, 45, 17.467733815777596, 96, 'High Risk'),
(191192, 72, 18, '22:46.2', 36.48721814649839, 97.28644217408083, 116, 80, 63, 'Female', 85.66320588233921, 1.6021035847073881, 0.083685179, 36, 33.37437482813191, 92, 'High Risk'),
(191193, 83, 16, '21:46.2', 36.89959874969154, 95.88868893495237, 132, 78, 87, 'Female', 52.38653985761982, 1.5145888656018518, 0.10305490119104613, 54, 22.836534247561886, 96, 'Low Risk'),
(191194, 60, 12, '20:46.2', 37.31391877, 97.39893639068424, 114, 76, 45, 'Male', 92.06884083294807, 1.577498883089273, 0.12658594680551144, 38, 36.997685341284196, 88.66666666666667, 'High Risk'),
(191195, 86, 12, '19:46.2', 36.959111353881376, 99.49279989540307, 130, 82, 43, 'Male', 85.70058896542668, 1.7607175089369689, 0.058239407, 48, 27.64422637070445, 98, 'Low Risk'),
(191196, 63, 13, '18:46.2', 36.965413792749565, 96.63813989, 116, 78, 24, 'Female', 79.43224283, 1.7434848121377096, 0.11336883768965135, 38, 26.131268260135293, 90.66666666666667, 'Low Risk'),
(191197, 88, 13, '17:46.2', 36.88626549102365, 96.00712910388503, 134, 79, 33, 'Female', 81.79859375, 1.6063225568802568, 0.095011567, 55, 31.701537195099014, 97.33333333333333, 'High Risk'),
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(191199, 98, 14, '15:46.2', 36.67606491829736, 99.42977020412316, 132, 88, 22, 'Female', 89.84818366979405, 1.775679674, 0.085350582, 44, 28.49574758, 102.66666666666667, 'High Risk'),
(191200, 61, 15, '14:46.2', 36.55308032996298, 96.39538564, 129, 80, 86, 'Male', 92.92494345953207, 1.7202002218240628, 0.14790285107907575, 49, 31.403229048140165, 96.33333333333333, 'High Risk'),
(191201, 82, 17, '13:46.2', 36.39983013238762, 99.30283835, 114, 77, 76, 'Female', 59.71521901508417, 1.8171836355449793, 0.12936231007909538, 37, 18.083704225131466, 89.33333333333333, 'High Risk'),
(191202, 88, 18, '12:46.2', 37.331749793503235, 96.00585187, 124, 71, 26, 'Male', 72.96329321388019, 1.8065027913419054, 0.060426248, 53, 22.357701513989166, 88.66666666666666, 'Low Risk'),
(191203, 95, 13, '11:46.2', 37.34804202, 96.33153204653196, 138, 72, 87, 'Male', 93.63020219053234, 1.7065137188034372, 0.13558157941066085, 66, 32.15114124142397, 94, 'High Risk'),
(191204, 81, 15, '10:46.2', 36.144162267184974, 99.07858886188025, 128, 81, 23, 'Female', 85.44968162587308, 1.5051390911174898, 0.11428503957469306, 47, 37.71874014970395, 96.66666666666667, 'High Risk'),
(191205, 65, 16, '09:46.2', 36.17424295280309, 98.29854974489321, 112, 72, 40, 'Male', 59.76936025084677, 1.8968255420585338, 0.12222585791129073, 40, 16.612072933508724, 85.33333333333333, 'High Risk'),
(191206, 77, 13, '08:46.2', 36.570495444051275, 96.20986083214699, 116, 70, 19, 'Male', 83.18109263351866, 1.8372379887104144, 0.09672643, 46, 24.643011926728644, 85.33333333333333, 'Low Risk'),
(191207, 94, 13, '07:46.2', 36.315561704448484, 99.39813924102816, 113, 89, 85, 'Female', 87.21341984505261, 1.8800083752392025, 0.11743275153117817, 24, 24.675374262560315, 97, 'High Risk'),
(191208, 67, 16, '06:46.2', 37.46196364022799, 96.62816284778133, 112, 70, 37, 'Female', 68.16395071061315, 1.963009205189028, 0.12684464840884374, 42, 17.689276948616687, 84, 'High Risk'),
(191209, 77, 14, '05:46.2', 36.56385161782692, 99.78388899682459, 115, 73, 19, 'Male', 92.15101676525047, 1.8291584408211894, 0.1340234654345585, 42, 27.54212724986758, 87, 'Low Risk'),
(191210, 64, 17, '04:46.2', 36.63940023771168, 95.51259016282658, 115, 75, 88, 'Female', 60.19087773248404, 1.6257128565344299, 0.10796627705527054, 40, 22.774192957948642, 88.33333333333333, 'Low Risk'),
(191211, 81, 16, '03:46.2', 36.218652494937714, 98.98013016402604, 131, 89, 37, 'Male', 95.17697010196876, 1.7361428934712761, 0.08197136, 42, 31.576278310883794, 103, 'High Risk'),
(191212, 74, 18, '02:46.2', 36.117713920494886, 95.61882509474282, 139, 75, 44, 'Female', 96.51179523764634, 1.797527436587086, 0.059950666, 64, 29.869595282167104, 96.33333333333333, 'Low Risk'),
(191213, 85, 16, '01:46.2', 37.25605056999081, 96.83840323722522, 129, 89, 55, 'Female', 56.39061885132644, 1.5020417321311172, 0.098997513, 40, 24.994408443303346, 102.33333333333333, 'Low Risk'),
(191214, 65, 19, '00:46.2', 36.31932317450525, 98.67222977128738, 131, 80, 19, 'Female', 53.560010983005334, 1.657266459796796, 0.091629197, 51, 19.50095927042794, 97, 'Low Risk'),
(191215, 73, 12, '59:46.2', 36.52933351, 97.90404109209327, 127, 84, 86, 'Female', 81.15431072525683, 1.7032977078468514, 0.10508181060150755, 43, 27.972447634644578, 98.33333333333333, 'Low Risk'),
(191216, 67, 18, '58:46.2', 36.34014500495682, 99.96564856711429, 123, 83, 47, 'Female', 73.45012162490613, 1.9206550003913556, 0.12561617464546615, 40, 19.911033209069835, 96.33333333333333, 'Low Risk'),
(191217, 92, 13, '57:46.2', 37.45469150717426, 95.40366766880176, 113, 84, 83, 'Male', 57.543856690606546, 1.5941621332685747, 0.071546019, 29, 22.64300110731086, 93.66666666666667, 'High Risk'),
(191218, 96, 16, '56:46.2', 36.421481050366054, 98.28515508183726, 121, 73, 72, 'Female', 65.58557952, 1.5102793830314396, 0.088439659, 48, 28.753702344967103, 89, 'High Risk'),
(191219, 71, 12, '55:46.2', 37.45098041498226, 98.49074413315445, 112, 75, 46, 'Male', 87.41756755943888, 1.965209373362746, 0.096431437, 37, 22.635029458346665, 87.33333333333333, 'Low Risk'),
(191220, 85, 13, '54:46.2', 36.94137190597682, 95.23385224302992, 128, 78, 57, 'Male', 66.87203438706047, 1.6234382539206893, 0.062365047, 50, 25.373068096424884, 94.66666666666666, 'Low Risk'),
(191221, 67, 14, '53:46.2', 36.22030522, 97.41481879382296, 110, 88, 39, 'Male', 75.40350282580522, 1.9270244633349778, 0.057348545, 22, 20.305657904766417, 95.33333333333333, 'Low Risk'),
(191222, 79, 14, '52:46.2', 36.640669582069656, 99.36735683708706, 132, 79, 52, 'Female', 69.77118862542994, 1.6673318663320962, 0.055031171489954955, 53, 25.097590017014777, 96.66666666666666, 'Low Risk'),
(191223, 85, 16, '51:46.2', 37.038628175282184, 98.45587882439197, 116, 75, 85, 'Male', 59.669846696267236, 1.6991310736332572, 0.060507893925432946, 41, 20.668128709308764, 88.66666666666667, 'Low Risk'),
(191224, 72, 15, '50:46.2', 36.08187402, 96.71360865421731, 128, 80, 85, 'Male', 81.43331092259551, 1.8287851179192662, 0.13509849279936503, 48, 24.348753605421575, 96, 'Low Risk'),
(191225, 72, 18, '49:46.2', 37.142164776446414, 98.06636073, 128, 77, 78, 'Female', 91.84928149245788, 1.5320846150748963, 0.1478132746921988, 51, 39.13003716016432, 94, 'High Risk'),
(191226, 75, 13, '48:46.2', 36.42728216079973, 96.22228108984974, 134, 84, 78, 'Female', 75.47320297600649, 1.8079090358023941, 0.10457211590583748, 50, 23.09083460591836, 100.66666666666666, 'Low Risk'),
(191227, 87, 15, '47:46.2', 36.998318875797644, 96.27570024186319, 118, 71, 88, 'Male', 55.04013560568517, 1.6818683423603762, 0.08718028, 47, 19.457879220251222, 86.66666666666667, 'Low Risk'),
(191228, 74, 13, '46:46.2', 37.41255586396758, 97.37197547, 127, 84, 36, 'Male', 57.34833046533432, 1.6554533499491795, 0.096251734, 43, 20.926032002275925, 98.33333333333333, 'Low Risk'),
(191229, 99, 14, '45:46.2', 36.985778755928926, 97.91622080045343, 122, 75, 34, 'Male', 57.44137054434707, 1.918819271982695, 0.073907051, 47, 15.601151352502928, 90.66666666666667, 'High Risk'),
(191230, 85, 14, '44:46.2', 37.37051207239285, 98.09980089481259, 112, 85, 76, 'Female', 58.62070076723158, 1.5197490638029068, 0.077711702, 27, 25.380912784716802, 94, 'Low Risk'),
(191231, 76, 18, '43:46.2', 36.74747457445832, 95.98500666, 110, 75, 78, 'Male', 68.93661757, 1.821008960664438, 0.083715715, 35, 20.78862690111451, 86.66666666666667, 'Low Risk'),
(191232, 73, 13, '42:46.2', 36.81351895, 99.92985478810033, 124, 88, 80, 'Female', 98.91107106296488, 1.7145179322007562, 0.092882931, 36, 33.64812286173949, 100, 'High Risk'),
(191233, 62, 18, '41:46.2', 36.56648314, 95.85520117710796, 137, 73, 44, 'Male', 52.15217447, 1.995390777523302, 0.11881276241895397, 64, 13.09834724441412, 94.33333333333333, 'High Risk'),
(191234, 79, 18, '40:46.2', 36.88615232777149, 96.00082349607175, 124, 86, 44, 'Female', 97.97673744550993, 1.7504603137402117, 0.12493225063763609, 38, 31.97558036694367, 98.66666666666667, 'High Risk'),
(191235, 98, 16, '39:46.2', 37.33835311697343, 98.02123954325306, 119, 87, 65, 'Male', 98.93760998352144, 1.7346117780209245, 0.12728738655125676, 32, 32.88189461690452, 97.66666666666667, 'High Risk'),
(191236, 81, 16, '38:46.2', 36.13437374337301, 99.34921581004677, 124, 80, 61, 'Female', 52.30469657660326, 1.7186590092446152, 0.079995134, 44, 17.70766303693022, 94.66666666666667, 'High Risk'),
(191237, 90, 16, '37:46.2', 36.19469424, 95.14837448, 120, 84, 43, 'Male', 70.36813031969844, 1.6892198041525601, 0.13970945744045998, 36, 24.66060251586605, 96, 'Low Risk'),
(191238, 67, 15, '36:46.2', 37.45161286, 98.96063144502094, 120, 70, 62, 'Male', 77.23769368, 1.555668519709527, 0.13606283060666186, 50, 31.915023627476405, 86.66666666666666, 'High Risk'),
(191239, 67, 14, '35:46.2', 36.44639087352602, 99.7893857, 122, 78, 73, 'Female', 53.43971836769094, 1.7859992356944983, 0.11789465858320987, 44, 16.753348523223877, 92.66666666666667, 'High Risk'),
(191240, 70, 17, '34:46.2', 37.49433987824006, 95.53147049118651, 130, 71, 20, 'Male', 79.54735903694431, 1.8300648189177628, 0.11298018033140991, 59, 23.75159729277921, 90.66666666666666, 'Low Risk'),
(191241, 61, 15, '33:46.2', 36.935870327177014, 98.88707268816103, 137, 77, 26, 'Female', 60.87324286653892, 1.6161610356430833, 0.14793055132841726, 60, 23.305432888322585, 97, 'Low Risk'),
(191242, 85, 19, '32:46.2', 37.03116181656939, 97.89690022056284, 131, 79, 57, 'Female', 91.41616086, 1.8632464254586145, 0.098591652, 52, 26.331911399245218, 96.33333333333333, 'Low Risk'),
(191243, 63, 12, '31:46.2', 36.85589661010201, 97.68317574762486, 129, 73, 20, 'Female', 90.93485729768223, 1.594459077648449, 0.066666642, 56, 35.768739420719776, 91.66666666666666, 'High Risk'),
(191244, 64, 17, '30:46.2', 36.14865194939538, 98.36483621871454, 130, 73, 65, 'Female', 98.82766827532693, 1.9305703367484264, 0.088850651, 57, 26.515956073135218, 92, 'Low Risk'),
(191245, 69, 18, '29:46.2', 36.46783369061701, 97.43628751785391, 126, 88, 38, 'Female', 59.732601488096336, 1.690832438478022, 0.10423207842062775, 38, 20.893456217497032, 100.66666666666667, 'Low Risk'),
(191246, 87, 15, '28:46.2', 36.74031710126967, 97.47502178504008, 135, 73, 59, 'Female', 60.12241585995127, 1.5472173843038237, 0.12318301686223304, 62, 25.11503283984781, 93.66666666666666, 'Low Risk'),
(191247, 75, 18, '27:46.2', 36.032663411179726, 99.38869624147515, 122, 79, 86, 'Female', 66.38932902707737, 1.8046434671430744, 0.13653461190322366, 43, 20.38522231148954, 93.33333333333333, 'Low Risk'),
(191248, 87, 14, '26:46.2', 37.318360155410744, 98.42451087083921, 133, 89, 28, 'Female', 81.10105458153299, 1.6857005765106707, 0.13548196069232488, 44, 28.540766390626604, 103.66666666666667, 'Low Risk'),
(191249, 83, 12, '25:46.2', 36.48851814401837, 98.40851995784422, 113, 74, 85, 'Male', 88.13309920977937, 1.6610449677290378, 0.065917429, 39, 31.943041284752972, 87, 'High Risk'),
(191250, 73, 12, '24:46.2', 36.63266206715711, 97.97768006839335, 130, 74, 31, 'Male', 50.43065172157493, 1.7957799374757017, 0.13221892639182747, 56, 15.638257143048445, 92.66666666666666, 'High Risk'),
(191251, 85, 19, '23:46.2', 37.30764154931816, 97.46795659491605, 118, 70, 37, 'Female', 62.87601369451522, 1.5283423899422783, 0.063888478, 48, 26.91805537566185, 86, 'Low Risk'),
(191252, 93, 12, '22:46.2', 37.15896676757731, 95.73662126205865, 121, 83, 29, 'Male', 84.49577592305519, 1.6492067753855995, 0.074019261, 38, 31.065959931562272, 95.66666666666667, 'High Risk'),
(191253, 68, 15, '21:46.2', 37.17169287954765, 96.19838302478202, 123, 77, 27, 'Male', 91.61060625, 1.9323672925038142, 0.059718223906076374, 46, 24.533889295552036, 92.33333333333333, 'Low Risk'),
(191254, 80, 12, '20:46.2', 36.164909457684914, 99.67187733176054, 139, 89, 20, 'Male', 53.93788144966432, 1.5298022535064497, 0.13710705389779565, 50, 23.04747177240024, 105.66666666666666, 'Low Risk'),
(191255, 82, 15, '19:46.2', 36.42572624978516, 99.33963986747466, 136, 74, 41, 'Male', 65.00463585789447, 1.9753839699665716, 0.10191377828480952, 62, 16.658706605205595, 94.66666666666666, 'High Risk'),
(191256, 78, 12, '18:46.2', 36.16243187277122, 95.48086308012824, 117, 85, 35, 'Male', 92.27119538991158, 1.8057491561527388, 0.11669129623039944, 32, 28.29771093189706, 95.66666666666667, 'Low Risk'),
(191257, 70, 16, '17:46.2', 36.51862901305485, 96.10764683849249, 112, 85, 26, 'Female', 91.58675517362491, 1.5322625871305169, 0.050196726655079404, 27, 39.00913114884989, 94, 'High Risk'),
(191258, 77, 19, '16:46.2', 36.78881195560564, 99.14231587113929, 116, 86, 63, 'Male', 54.78211219157807, 1.532623031907859, 0.14235461847836173, 30, 23.322122786723654, 96, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(191259, 99, 12, '15:46.2', 36.24024435, 99.30332979881312, 135, 83, 44, 'Female', 95.24481573, 1.5141429690562174, 0.079552003, 52, 41.54392996224437, 100.33333333333333, 'High Risk'),
(191260, 76, 12, '14:46.2', 36.61245593250726, 96.09328072568664, 112, 77, 73, 'Male', 54.271789449117165, 1.5039957830553266, 0.098271937, 35, 23.99279837, 88.66666666666667, 'Low Risk'),
(191261, 62, 13, '13:46.2', 37.10581970878816, 98.22713250032615, 125, 89, 49, 'Female', 75.61822110880313, 1.858291608258599, 0.06597353, 36, 21.897711270408816, 101, 'Low Risk'),
(191262, 84, 12, '12:46.2', 36.782331619661115, 97.66290779711309, 124, 83, 72, 'Female', 57.67117421092473, 1.8627255253895716, 0.070153962, 41, 16.62114974584805, 96.66666666666667, 'High Risk'),
(191263, 77, 19, '11:46.2', 37.46669880217884, 95.79206093807063, 113, 89, 28, 'Female', 62.63669305260772, 1.5894116216779954, 0.10879396226088292, 24, 24.794539820721308, 97, 'Low Risk'),
(191264, 60, 18, '10:46.2', 36.32818727906627, 98.02789011995785, 135, 77, 25, 'Male', 95.44704143373212, 1.6136421548406623, 0.067374705, 58, 36.65624793969727, 96.33333333333333, 'High Risk'),
(191265, 87, 13, '09:46.2', 36.08601956517745, 97.19121109920998, 112, 78, 74, 'Male', 72.95424586262149, 1.8811081302473833, 0.063757127, 34, 20.616885144999852, 89.33333333333333, 'Low Risk'),
(191266, 91, 18, '08:46.2', 37.41153593651238, 99.37128359166569, 135, 82, 70, 'Female', 75.91086800726302, 1.9305839766366515, 0.1080728573619455, 53, 20.366976521552438, 99.66666666666666, 'High Risk'),
(191267, 88, 16, '07:46.2', 37.047119715967085, 96.42262405656446, 135, 84, 67, 'Male', 90.69357772018773, 1.6586407776401753, 0.07050255, 51, 32.96642535468979, 101, 'High Risk'),
(191268, 72, 13, '06:46.2', 37.231492334682166, 95.47228627542086, 125, 70, 36, 'Male', 83.13049691151619, 1.7126297730713884, 0.066974999, 55, 28.34218948, 88.33333333333333, 'Low Risk'),
(191269, 79, 15, '05:46.2', 36.30051849937341, 97.58951482555139, 136, 77, 25, 'Female', 97.10459441366528, 1.516257293757508, 0.1398246896625609, 59, 42.23708840319293, 96.66666666666666, 'High Risk'),
(191270, 61, 18, '04:46.2', 36.615574681458234, 98.99491830999483, 112, 83, 61, 'Female', 65.62456559, 1.7368388367204286, 0.070774887, 29, 21.75441445877864, 92.66666666666667, 'Low Risk'),
(191271, 95, 17, '03:46.2', 36.93292005450001, 95.01414737720675, 111, 72, 20, 'Male', 92.15850978263762, 1.5171397916756442, 0.14475489681227144, 39, 40.03909430821614, 85, 'High Risk'),
(191272, 69, 18, '02:46.2', 36.377954130629846, 96.35042400476074, 121, 81, 35, 'Male', 77.89755695319451, 1.8268942653238387, 0.057543063, 40, 23.33979366449297, 94.33333333333333, 'Low Risk'),
(191273, 68, 12, '01:46.2', 37.14705802085987, 98.83338891159576, 114, 82, 26, 'Female', 61.63478327457359, 1.8673473522532273, 0.070673973, 32, 17.675660558033766, 92.66666666666667, 'High Risk'),
(191274, 92, 17, '00:46.2', 37.35666016179802, 98.67131948, 134, 89, 80, 'Female', 96.24327526666886, 1.9171874367603414, 0.13330223091629648, 45, 26.184316708544173, 104, 'High Risk'),
(191275, 61, 13, '59:46.2', 36.58605843935019, 96.65534105028556, 136, 70, 81, 'Female', 78.32739833366242, 1.7604377766250796, 0.09716211, 66, 25.273904657500523, 92, 'Low Risk'),
(191276, 60, 12, '58:46.2', 37.23500220349503, 99.03314555, 110, 82, 88, 'Female', 88.78429652217129, 1.8019393416265106, 0.08458818, 28, 27.343608249966362, 91.33333333333333, 'Low Risk'),
(191277, 71, 17, '57:46.2', 37.22794912606946, 98.62964137428618, 118, 83, 64, 'Female', 81.49127875842383, 1.651846307005633, 0.099085323, 35, 29.86564230439483, 94.66666666666667, 'Low Risk'),
(191278, 87, 18, '56:46.2', 36.383939517999345, 95.09894311523442, 132, 73, 20, 'Female', 56.131692389765306, 1.6802454876622916, 0.11278452165894937, 59, 19.882118641499343, 92.66666666666666, 'Low Risk'),
(191279, 86, 18, '55:46.2', 37.32445628135422, 96.90049869972223, 126, 85, 33, 'Male', 51.992568624323305, 1.6406756233583013, 0.09005505, 41, 19.315049374064508, 98.66666666666667, 'Low Risk'),
(191280, 80, 18, '54:46.2', 37.36492358, 96.79803755777371, 137, 76, 75, 'Male', 84.08591986803245, 1.6168756499181605, 0.084433656, 61, 32.16399887856636, 96.33333333333333, 'High Risk'),
(191281, 72, 14, '53:46.2', 36.69501149961768, 98.82770624721697, 136, 73, 22, 'Male', 79.75299075791982, 1.5901909801289837, 0.059883851, 63, 31.539035410467307, 94, 'High Risk'),
(191282, 74, 18, '52:46.2', 37.24007831302845, 97.05312936032276, 112, 89, 68, 'Male', 89.25730956, 1.6570138084745356, 0.06007543, 23, 32.50809624425579, 96.66666666666667, 'High Risk'),
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(191378, 66, 18, '16:46.2', 36.52337971803151, 99.16747156789994, 111, 73, 72, 'Female', 71.38347629447506, 1.6094584393117817, 0.14206194278259715, 38, 27.557394968546358, 85.66666666666667, 'Low Risk'),
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(191381, 62, 16, '13:46.2', 36.637922420714226, 95.77077259528886, 131, 78, 72, 'Female', 94.96598295302721, 1.9125887365005019, 0.12675529754304332, 53, 25.96120701, 95.66666666666666, 'Low Risk'),
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(191383, 68, 16, '11:46.2', 37.28795276948396, 95.79944250967614, 116, 87, 67, 'Female', 70.78749046769393, 1.6478683821479634, 0.070159809, 29, 26.06822581, 96.66666666666667, 'Low Risk'),
(191384, 63, 13, '10:46.2', 36.32200344988914, 96.72849919617155, 123, 76, 41, 'Male', 81.05515722773393, 1.593725883, 0.055408519, 47, 31.91195424829948, 91.66666666666667, 'High Risk'),
(191385, 95, 15, '09:46.2', 36.00410375, 96.87885539254152, 115, 85, 85, 'Female', 99.20288334965501, 1.510186196088156, 0.082029683, 30, 43.49740043, 95, 'High Risk'),
(191386, 69, 14, '08:46.2', 36.25280109289403, 96.40186308744107, 122, 82, 32, 'Female', 94.40729462292106, 1.554005299083379, 0.087566544, 40, 39.093140620768814, 95.33333333333333, 'High Risk'),
(191387, 60, 16, '07:46.2', 37.40653365677677, 95.63331048, 139, 79, 69, 'Female', 78.69556112886241, 1.779872635387469, 0.085076474, 60, 24.84118929705077, 99, 'Low Risk'),
(191388, 74, 13, '06:46.2', 37.082081173631124, 98.97055864, 138, 82, 67, 'Female', 57.32080774058525, 1.7698649412085783, 0.14219278531027724, 56, 18.29919767685547, 100.66666666666666, 'High Risk'),
(191389, 98, 18, '05:46.2', 37.41911896300799, 95.25028394394677, 133, 83, 25, 'Female', 72.21557239766845, 1.7905219666799685, 0.11512427642303179, 50, 22.525350168292633, 99.66666666666666, 'High Risk'),
(191390, 65, 18, '04:46.2', 37.09193747741207, 96.58633413111856, 139, 74, 63, 'Male', 59.93171599276863, 1.7727547018183234, 0.050984665, 65, 19.07038324960538, 95.66666666666666, 'Low Risk'),
(191391, 64, 15, '03:46.2', 36.634358151391744, 96.14558021795123, 118, 70, 44, 'Female', 70.36456749585184, 1.681329582637437, 0.1203530332814723, 48, 24.891342109427438, 86, 'Low Risk'),
(191392, 84, 16, '02:46.2', 37.361323979691704, 99.58731368, 127, 86, 68, 'Female', 54.063383698844085, 1.7126967400048305, 0.070299294, 41, 18.430719158005534, 99.66666666666667, 'High Risk'),
(191393, 88, 17, '01:46.2', 36.80663611086972, 96.12591047, 113, 70, 38, 'Male', 72.07383977726118, 1.9312245927018445, 0.11462501835730697, 43, 19.32467032015179, 84.33333333333333, 'Low Risk'),
(191394, 63, 12, '00:46.2', 37.407115655389234, 95.11927160128869, 137, 73, 82, 'Female', 63.02648601583107, 1.5606018258461074, 0.1381218433385964, 64, 25.878486479159704, 94.33333333333333, 'Low Risk'),
(191395, 71, 13, '59:46.2', 37.14169383685805, 97.07685621, 139, 84, 65, 'Male', 91.43914709418428, 1.5582807908413778, 0.11333092241744025, 55, 37.65656767069495, 102.33333333333333, 'High Risk'),
(191396, 67, 18, '58:46.2', 36.372066884338786, 97.49960011670298, 132, 78, 53, 'Male', 58.62586917587141, 1.8986770695122481, 0.070615385, 54, 16.262491542507423, 96, 'High Risk'),
(191397, 73, 14, '57:46.2', 36.20603307977082, 96.16523256941129, 119, 75, 20, 'Male', 85.98450131486385, 1.6060025382607754, 0.088735334, 44, 33.33709265878707, 89.66666666666667, 'High Risk'),
(191398, 92, 19, '56:46.2', 36.20853278919117, 98.87264560469457, 129, 73, 43, 'Male', 75.96494163148984, 1.6299065409539895, 0.051240174627520674, 56, 28.59484871838041, 91.66666666666666, 'High Risk'),
(191399, 64, 12, '55:46.2', 36.46068095921944, 98.39029585120193, 127, 83, 36, 'Female', 63.51643552000976, 1.523721433855259, 0.10843686818224654, 44, 27.357409075841424, 97.66666666666667, 'Low Risk'),
(191400, 75, 15, '54:46.2', 36.52678193753634, 97.02787896339515, 137, 75, 44, 'Male', 86.08875516826465, 1.939222237295982, 0.14629912177367677, 62, 22.892396680680353, 95.66666666666666, 'Low Risk'),
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(191405, 78, 15, '49:46.2', 36.839328238698634, 98.91061252, 131, 85, 73, 'Male', 62.584233804671044, 1.5576292224396207, 0.087742271, 46, 25.79507334406656, 100.33333333333333, 'Low Risk'),
(191406, 80, 15, '48:46.2', 36.19547959486227, 95.73126088477024, 119, 81, 78, 'Male', 74.45216614301584, 1.5015095614491818, 0.1343703241933597, 38, 33.02335047103258, 93.66666666666667, 'High Risk'),
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(191408, 70, 18, '46:46.2', 36.82780019636329, 95.06844766837551, 124, 86, 32, 'Female', 68.69053503902025, 1.5154872492302525, 0.054024408, 38, 29.908341145350512, 98.66666666666667, 'Low Risk'),
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(191433, 67, 12, '21:46.2', 36.81116051807753, 98.51760438973157, 122, 74, 61, 'Female', 76.81117897446637, 1.7692296609461913, 0.050398184, 48, 24.538951814692915, 90, 'Low Risk'),
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(191436, 85, 13, '18:46.2', 36.91516510026156, 99.11996521858008, 128, 81, 32, 'Female', 83.38070518557379, 1.8426759528624386, 0.092974005, 47, 24.556565572680807, 96.66666666666667, 'Low Risk'),
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(191440, 64, 16, '14:46.2', 37.263177523378864, 96.70639085643792, 124, 74, 47, 'Male', 97.07251686995004, 1.9996466122081016, 0.068595144, 50, 24.27670755162714, 90.66666666666666, 'Low Risk'),
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(191442, 76, 13, '12:46.2', 37.41956363576862, 98.71332890559145, 131, 89, 43, 'Male', 57.60666325524977, 1.9552172435034212, 0.10958464473280555, 42, 15.068939280630305, 103, 'High Risk'),
(191443, 97, 17, '11:46.2', 37.02308445702082, 99.89982321, 139, 88, 54, 'Male', 85.09139566730533, 1.7378155875124106, 0.080802431, 51, 28.175930689745716, 105, 'High Risk'),
(191444, 88, 16, '10:46.2', 37.112760541609916, 95.53635098344033, 125, 78, 81, 'Male', 97.66497654, 1.8719438705415992, 0.12929018526542516, 47, 27.871041961315374, 93.66666666666667, 'Low Risk'),
(191445, 85, 17, '09:46.2', 36.02259679954079, 97.81100600224238, 113, 79, 36, 'Female', 53.247486279716796, 1.545813229368536, 0.091649606, 34, 22.283585464871322, 90.33333333333333, 'Low Risk'),
(191446, 86, 18, '08:46.2', 36.48320368411182, 99.66196049026709, 133, 80, 54, 'Female', 55.575830802567296, 1.8770241317781526, 0.12848333243205612, 53, 15.774160356100701, 97.66666666666666, 'High Risk'),
(191447, 97, 17, '07:46.2', 36.234409991610676, 96.38709474674876, 135, 75, 21, 'Female', 82.50464092, 1.736491042, 0.1420432072243089, 60, 27.361083030843307, 95, 'High Risk'),
(191448, 97, 12, '06:46.2', 37.27419845254205, 98.43567497121457, 119, 79, 49, 'Male', 84.12777971, 1.6040575421356018, 0.06541794, 40, 32.69637005052823, 92.33333333333333, 'High Risk'),
(191449, 68, 13, '05:46.2', 37.327194721534994, 99.40429048273712, 122, 75, 21, 'Male', 62.25966082218579, 1.591444451638453, 0.13843960460118715, 47, 24.58237171897085, 90.66666666666667, 'Low Risk'),
(191450, 80, 12, '04:46.2', 37.36940717039106, 98.16181147602987, 115, 73, 19, 'Male', 95.77738777944211, 1.6467020245232746, 0.14714715029476072, 42, 35.32099661404298, 87, 'High Risk'),
(191451, 92, 14, '03:46.2', 36.68530240194429, 97.7907334, 134, 88, 65, 'Male', 51.72625822, 1.7299420735345157, 0.10663331833977321, 46, 17.28414659586049, 103.33333333333333, 'High Risk'),
(191452, 81, 13, '02:46.2', 36.63619296407311, 98.32908667857663, 129, 87, 22, 'Male', 50.073676827840316, 1.9029211782348088, 0.075320513, 42, 13.828271030121583, 101, 'High Risk'),
(191453, 73, 19, '01:46.2', 36.75707953559864, 95.84253955038099, 125, 80, 19, 'Female', 81.77963589146452, 1.8311967299799765, 0.11997324094947098, 45, 24.38794260849522, 95, 'Low Risk'),
(191454, 69, 12, '00:46.2', 37.49360312345261, 96.25391182494826, 118, 83, 39, 'Female', 59.57910348801532, 1.8602898257923957, 0.073071484, 35, 17.216019353997204, 94.66666666666667, 'High Risk'),
(191455, 76, 19, '59:46.2', 36.29896557328073, 97.78167613689229, 112, 81, 84, 'Male', 76.75559748208137, 1.7447434277841045, 0.074703262, 31, 25.214299928628122, 91.33333333333333, 'Low Risk'),
(191456, 98, 19, '58:46.2', 37.103832901044456, 95.16621095450039, 117, 87, 85, 'Female', 60.433956141344645, 1.9965977145169884, 0.13058025507509088, 30, 15.160023893159558, 97, 'High Risk'),
(191457, 62, 19, '57:46.2', 36.32941093660553, 99.42812739707217, 129, 71, 54, 'Female', 70.41431068629741, 1.8486870759383454, 0.095737292, 58, 20.603173604075046, 90.33333333333333, 'Low Risk'),
(191458, 87, 12, '56:46.2', 36.439421081057624, 97.79790917493395, 110, 71, 87, 'Female', 66.17691282, 1.6472377421056545, 0.086760756, 39, 24.388996670793684, 84, 'Low Risk'),
(191459, 75, 13, '55:46.2', 36.95628390755137, 97.65666935746867, 131, 85, 42, 'Male', 97.96771038269299, 1.7135447525296863, 0.055796463762193375, 46, 33.36507116505171, 100.33333333333333, 'High Risk'),
(191460, 97, 14, '54:46.2', 37.241143110577234, 95.74990021852584, 121, 79, 54, 'Male', 77.96669993, 1.7307264492601124, 0.14040132780244197, 42, 26.028688801389126, 93, 'High Risk'),
(191461, 76, 13, '53:46.2', 37.45579524684005, 96.92748429221393, 131, 86, 28, 'Male', 63.44124325865456, 1.6184751756205025, 0.099621707, 45, 24.219189216515126, 101, 'Low Risk'),
(191462, 99, 15, '52:46.2', 36.475770123285514, 97.63381840757502, 117, 88, 63, 'Male', 64.35506534, 1.6625801144956909, 0.076611262, 29, 23.28185456832856, 97.66666666666667, 'High Risk'),
(191463, 70, 18, '51:46.2', 36.85587680238966, 99.83099975662286, 121, 70, 42, 'Male', 76.71571716493142, 1.959020938547271, 0.088867725, 51, 19.989696188114515, 87, 'Low Risk'),
(191464, 76, 14, '50:46.2', 36.43164526220488, 98.47643820407154, 123, 89, 89, 'Male', 98.02747367116635, 1.9684208505642002, 0.13656106228540354, 34, 25.299497598411314, 100.33333333333333, 'Low Risk'),
(191465, 77, 14, '49:46.2', 37.267200792303036, 99.01503063324915, 134, 70, 72, 'Female', 96.01119852669689, 1.6204601174241986, 0.067442542, 64, 36.56328416269508, 91.33333333333333, 'High Risk'),
(191466, 79, 19, '48:46.2', 37.022733586213704, 96.20630001, 139, 82, 58, 'Male', 90.99275843670316, 1.9527848414280369, 0.061183889, 57, 23.86151644400381, 101, 'Low Risk'),
(191467, 89, 15, '47:46.2', 36.20748919370128, 98.217541, 120, 89, 25, 'Male', 72.84816251278757, 1.7329130172656673, 0.082839804, 31, 24.258563146335646, 99.33333333333333, 'Low Risk'),
(191468, 62, 19, '46:46.2', 36.478950446360706, 97.95898786221467, 128, 84, 57, 'Male', 83.76593783075897, 1.9061561126310036, 0.090229254, 44, 23.054224762316775, 98.66666666666667, 'Low Risk'),
(191469, 90, 13, '45:46.2', 36.36100015807027, 97.93989121117211, 112, 88, 51, 'Female', 56.75785895315631, 1.5845822584961486, 0.056710491, 24, 22.604579171539513, 96, 'Low Risk'),
(191470, 65, 14, '44:46.2', 36.95913481162213, 96.93573858148058, 133, 86, 88, 'Male', 74.09337081, 1.761255543081284, 0.10058315844984377, 47, 23.885514864467417, 101.66666666666667, 'Low Risk'),
(191471, 92, 14, '43:46.2', 36.05757187518062, 95.96645078404387, 124, 87, 18, 'Female', 85.30535060413138, 1.7394076361231174, 0.08616099, 37, 28.195092752050193, 99.33333333333333, 'High Risk'),
(191472, 75, 15, '42:46.2', 36.215774025164016, 95.29567536825576, 114, 79, 57, 'Female', 53.47793322262545, 1.728245891058882, 0.078108746, 35, 17.904555703445606, 90.66666666666667, 'High Risk'),
(191473, 60, 14, '41:46.2', 36.46179749149534, 96.40280781101627, 139, 79, 40, 'Male', 68.12287027758384, 1.8693741516355746, 0.09886817, 60, 19.49397799987054, 99, 'Low Risk'),
(191474, 78, 15, '40:46.2', 36.42010041747827, 97.04173632218658, 125, 76, 33, 'Female', 79.22448294501665, 1.952823386803348, 0.06056434, 49, 20.77463864861405, 92.33333333333333, 'Low Risk'),
(191475, 79, 19, '39:46.2', 36.237163542018884, 96.36567906168155, 136, 74, 45, 'Male', 52.20194661268998, 1.9979941193859259, 0.075931915, 62, 13.076703806117267, 94.66666666666666, 'High Risk'),
(191476, 72, 12, '38:46.2', 36.79752732947452, 98.90838525007533, 133, 83, 41, 'Male', 50.003683722876005, 1.691953268374639, 0.12167284936301428, 50, 17.467279604335577, 99.66666666666666, 'High Risk'),
(191477, 76, 19, '37:46.2', 37.493373077180806, 96.42494419754205, 133, 81, 33, 'Male', 57.19165565213962, 1.5579031580532858, 0.1244195746983783, 52, 23.564148655497558, 98.33333333333333, 'Low Risk'),
(191478, 65, 17, '36:46.2', 36.70874314672838, 98.94343754912461, 123, 72, 61, 'Female', 92.61637529748134, 1.5232649802515528, 0.10338333841072686, 51, 39.91506717649622, 89, 'High Risk'),
(191479, 60, 16, '35:46.2', 36.199309510880624, 98.82619325640692, 120, 83, 39, 'Male', 95.32087942654088, 1.8675675562481209, 0.14933252533796842, 37, 27.329733647370873, 95.33333333333333, 'Low Risk'),
(191480, 62, 16, '34:46.2', 37.10812286473085, 97.14244917070295, 114, 79, 85, 'Female', 87.07125018523027, 1.5036703466550632, 0.12654582769764292, 35, 38.509644519926496, 90.66666666666667, 'High Risk'),
(191481, 74, 12, '33:46.2', 37.44272967546204, 99.60678375540527, 122, 76, 21, 'Female', 76.40004406289832, 1.925391468950232, 0.055916971, 46, 20.608933725799343, 91.33333333333333, 'Low Risk'),
(191482, 68, 19, '32:46.2', 36.751999100370796, 98.87047038339115, 129, 80, 68, 'Female', 77.26546290656945, 1.7877985052242058, 0.070807308, 49, 24.173986274934975, 96.33333333333333, 'Low Risk'),
(191483, 61, 14, '31:46.2', 36.67805624854155, 99.42810235771182, 110, 78, 30, 'Female', 60.50686988648346, 1.8386580938456385, 0.085181832, 32, 17.897926944256625, 88.66666666666667, 'High Risk'),
(191484, 67, 14, '30:46.2', 37.116335091082306, 95.88644794381193, 118, 84, 31, 'Male', 50.29522598953292, 1.5311229172210263, 0.11508578333106272, 34, 21.453919668182444, 95.33333333333333, 'Low Risk'),
(191485, 77, 19, '29:46.2', 36.738097876531036, 97.23860484228716, 139, 83, 44, 'Male', 56.41093187994402, 1.693635486398268, 0.11724858674591508, 56, 19.666332816730844, 101.66666666666666, 'Low Risk'),
(191486, 67, 19, '28:46.2', 37.39413176045093, 96.72059244380945, 131, 89, 54, 'Female', 92.14945336706543, 1.600213256351188, 0.1185884869461001, 42, 35.98628670197178, 103, 'High Risk'),
(191487, 82, 18, '27:46.2', 36.237375339615305, 97.70760864612599, 138, 85, 75, 'Male', 51.35982293, 1.5193789503111932, 0.063214126, 53, 22.248016967848926, 102.66666666666666, 'Low Risk'),
(191488, 97, 18, '26:46.2', 36.382420285453755, 98.42800868009333, 126, 74, 49, 'Male', 95.69176773475203, 1.7034477748281185, 0.14236285155901857, 52, 32.97743939668492, 91.33333333333333, 'High Risk'),
(191489, 80, 16, '25:46.2', 37.121737231630554, 95.63460981, 138, 79, 74, 'Female', 89.93000167340634, 1.8922121260728182, 0.098740186, 59, 25.11683767886158, 98.66666666666666, 'Low Risk'),
(191490, 77, 18, '24:46.2', 37.44818826591887, 98.07790521, 138, 85, 57, 'Female', 85.17137831009663, 1.9313726997662228, 0.097476515, 53, 22.832922301829903, 102.66666666666666, 'Low Risk'),
(191491, 96, 14, '23:46.2', 37.048314753343966, 98.24011468884223, 126, 89, 57, 'Male', 71.24382188077209, 1.5043727984586002, 0.099989031, 37, 31.48011172707227, 101.33333333333333, 'High Risk'),
(191492, 99, 14, '22:46.2', 36.74451515070969, 98.77038877454098, 113, 75, 46, 'Female', 70.24806077495082, 1.8819079179588807, 0.10861597454446086, 38, 19.835246447909892, 87.66666666666667, 'High Risk'),
(191493, 87, 13, '21:46.2', 36.279678983047546, 97.50042915885192, 132, 79, 26, 'Male', 60.66966454, 1.650136321842747, 0.12587978982906683, 53, 22.280859802596254, 96.66666666666666, 'Low Risk'),
(191494, 88, 13, '20:46.2', 37.256752303357025, 95.46232539276555, 110, 74, 68, 'Male', 77.42530317908805, 1.6455519260865894, 0.13916316978342003, 36, 28.593000525025573, 86, 'Low Risk'),
(191495, 63, 18, '19:46.2', 36.554501463145684, 96.11857796603941, 120, 76, 22, 'Male', 89.32698524107995, 1.6515722240191837, 0.10611558812962638, 44, 32.74820770590371, 90.66666666666667, 'High Risk'),
(191496, 76, 18, '18:46.2', 36.880768957749574, 99.25104654382464, 138, 77, 38, 'Female', 86.58715641988151, 1.9887647937029367, 0.11589307085333886, 61, 21.892060058068473, 97.33333333333333, 'Low Risk'),
(191497, 81, 12, '17:46.2', 37.04723323227516, 97.05691493665151, 113, 70, 33, 'Male', 54.273287424025916, 1.6053648091509207, 0.12969594710741056, 43, 21.059043950983032, 84.33333333333333, 'Low Risk'),
(191498, 95, 15, '16:46.2', 36.60536045468523, 98.45728546662792, 112, 86, 83, 'Female', 97.48028917, 1.925752808298574, 0.10989739543421786, 26, 26.285468925980158, 94.66666666666667, 'High Risk'),
(191499, 98, 17, '15:46.2', 36.03476074761838, 95.03499078454512, 117, 80, 71, 'Female', 75.84055063630956, 1.547171734859051, 0.1384396854546331, 37, 31.68286392307431, 92.33333333333333, 'High Risk'),
(191500, 77, 13, '14:46.2', 36.20936801260011, 96.54655222266747, 126, 77, 42, 'Male', 71.94586865322195, 1.7864290086099874, 0.11337676613213882, 49, 22.544174420028295, 93.33333333333333, 'Low Risk'),
(191501, 96, 15, '13:46.2', 36.20567825368321, 97.53007207, 123, 75, 36, 'Female', 69.29883637, 1.9101313557004154, 0.065960919, 48, 18.993258307700312, 91, 'High Risk'),
(191502, 84, 12, '12:46.2', 36.836817972942484, 99.43536788415848, 119, 70, 42, 'Female', 85.38180771993314, 1.9677793372519472, 0.091523104, 49, 22.05020105116585, 86.33333333333333, 'Low Risk'),
(191503, 67, 12, '11:46.2', 37.17157335192678, 98.18065371533596, 126, 87, 63, 'Female', 55.23466097021028, 1.8024371704817566, 0.060316192, 39, 17.00166375086573, 100, 'High Risk'),
(191504, 63, 13, '10:46.2', 36.85450017, 98.2165995, 127, 80, 37, 'Female', 53.251269908567075, 1.9087867015451743, 0.097763528, 47, 14.615550162120387, 95.66666666666667, 'High Risk'),
(191505, 91, 18, '09:46.2', 37.08231302474564, 97.03712410721744, 123, 84, 38, 'Female', 85.28658722519579, 1.5312293218358042, 0.11662235790680353, 39, 36.37477055, 97, 'High Risk'),
(191506, 79, 14, '08:46.2', 37.28093080625014, 95.91032664888124, 129, 79, 48, 'Female', 66.10842770850779, 1.8093780679151794, 0.059586981, 50, 20.192876292362783, 95.66666666666666, 'Low Risk'),
(191507, 87, 19, '07:46.2', 36.15079987699152, 95.86420391421392, 127, 81, 72, 'Female', 95.40476283604795, 1.809282236044877, 0.1098709709267166, 46, 29.144554280211423, 96.33333333333333, 'Low Risk'),
(191508, 72, 12, '06:46.2', 37.42283592122934, 97.25848010619507, 131, 86, 46, 'Female', 84.79066574635038, 1.9514614534843324, 0.1282470909306031, 45, 22.265276395699356, 101, 'Low Risk'),
(191509, 90, 16, '05:46.2', 36.62597514238333, 96.60173661479459, 132, 83, 21, 'Female', 83.41607994717967, 1.7546409720732083, 0.086150087, 49, 27.094007353283285, 99.33333333333333, 'Low Risk'),
(191510, 83, 18, '04:46.2', 37.497547981555044, 99.61160833359384, 112, 75, 71, 'Female', 98.49275823, 1.7843363338514404, 0.073303543, 37, 30.935052815736746, 87.33333333333333, 'High Risk'),
(191511, 97, 16, '03:46.2', 36.38773943319359, 96.25889637, 116, 89, 32, 'Female', 74.17289430034309, 1.6556051142980694, 0.12181323880744083, 27, 27.060243941825444, 98, 'High Risk'),
(191512, 99, 18, '02:46.2', 36.791865328479425, 97.45286328716222, 121, 73, 67, 'Male', 95.79828431880443, 1.8631274901367307, 0.067741047, 48, 27.59768056944989, 89, 'High Risk'),
(191513, 70, 18, '01:46.2', 37.14913095980772, 97.75824867037443, 137, 72, 77, 'Female', 99.49580007656238, 1.690952576932125, 0.056291966173070834, 65, 34.79700718762787, 93.66666666666666, 'High Risk'),
(191514, 63, 15, '00:46.2', 36.65023780762155, 99.11415507890267, 115, 84, 60, 'Female', 94.74687899, 1.968606730305642, 0.14383220978462577, 31, 24.44820519197595, 94.33333333333333, 'Low Risk'),
(191515, 61, 15, '59:46.2', 37.188912149290495, 95.96650241214681, 121, 71, 23, 'Female', 86.23327355848085, 1.9671493719221553, 0.062075818, 50, 22.284361543770174, 87.66666666666666, 'Low Risk'),
(191516, 69, 16, '58:46.2', 37.40576296174708, 95.89911016272688, 118, 81, 24, 'Male', 56.66830143147934, 1.7551896937053546, 0.10739273698043117, 37, 18.394673140010337, 93.33333333333333, 'High Risk'),
(191517, 93, 18, '57:46.2', 36.21375188148926, 96.95752660999686, 116, 84, 62, 'Male', 66.04426374750733, 1.8161490122302226, 0.066701378, 32, 20.023138224289635, 94.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(191518, 80, 17, '56:46.2', 37.15887083689484, 98.65806890097718, 111, 85, 19, 'Male', 92.08333642, 1.8265977823354085, 0.05161254, 26, 27.599117436404654, 93.66666666666667, 'Low Risk'),
(191519, 65, 19, '55:46.2', 37.41910371805567, 99.95119962, 129, 79, 31, 'Female', 83.98191331906108, 1.847506198887261, 0.11971297518213352, 50, 24.604466704060354, 95.66666666666666, 'Low Risk'),
(191520, 91, 14, '54:46.2', 37.38038337782753, 95.82240034, 121, 75, 86, 'Female', 76.32716543984937, 1.878697011, 0.054604979, 46, 21.625474494445367, 90.33333333333333, 'High Risk'),
(191521, 85, 14, '53:46.2', 37.10849404716029, 97.36305853279652, 129, 83, 21, 'Female', 72.89924579510345, 1.5498123885642434, 0.06915051, 46, 30.350425138821898, 98.33333333333333, 'High Risk'),
(191522, 74, 13, '52:46.2', 36.7094479, 98.34392529970118, 129, 79, 56, 'Female', 55.17781439489784, 1.7942306849631193, 0.070549914, 50, 17.13988621780439, 95.66666666666666, 'High Risk'),
(191523, 68, 16, '51:46.2', 37.267545242954434, 97.69030225459429, 125, 88, 74, 'Female', 86.7803142, 1.6703402974010932, 0.11460635009992681, 37, 31.103646026975273, 100.33333333333333, 'High Risk'),
(191524, 68, 15, '50:46.2', 37.49417896898959, 99.83061828, 136, 88, 89, 'Male', 58.18655380453298, 1.8000083310471031, 0.073121401, 48, 17.958646664103078, 104, 'High Risk'),
(191525, 95, 17, '49:46.2', 37.27094957430101, 97.77929066814728, 112, 86, 86, 'Male', 85.89336779777466, 1.8233188976804295, 0.057094636411466185, 26, 25.83654070965161, 94.66666666666667, 'High Risk'),
(191526, 95, 17, '48:46.2', 36.33394800754533, 96.37280991, 137, 84, 68, 'Male', 61.12853702858395, 1.7834815229127379, 0.056940562, 53, 19.21793735458034, 101.66666666666666, 'High Risk'),
(191527, 98, 17, '47:46.2', 37.33375475003518, 95.35282441837667, 138, 83, 33, 'Female', 74.25834019569118, 1.6810432458846298, 0.13673878925608884, 55, 26.277706982551294, 101.33333333333333, 'High Risk'),
(191528, 72, 14, '46:46.2', 36.28777969284485, 95.28219786854478, 117, 81, 40, 'Male', 85.44527135668207, 1.8403135982317271, 0.11484012831583225, 36, 25.229251321090686, 93, 'Low Risk'),
(191529, 86, 19, '45:46.2', 36.34252456713099, 95.49704887755236, 122, 73, 71, 'Male', 78.90963741611827, 1.5938670295313357, 0.11356297515436845, 49, 31.061746703614194, 89.33333333333333, 'High Risk'),
(191530, 61, 12, '44:46.2', 36.45091026793903, 95.96294427104293, 134, 83, 59, 'Female', 86.34191106655454, 1.5536760900213042, 0.099082443, 51, 35.76849708092835, 100, 'High Risk'),
(191531, 94, 13, '43:46.2', 36.33206954, 98.55321114025328, 122, 87, 49, 'Female', 82.53945953514682, 1.981396259453262, 0.1493287209866574, 35, 21.024174050779962, 98.66666666666667, 'High Risk'),
(191532, 75, 19, '42:46.2', 36.838680270835034, 95.41508451682716, 110, 75, 38, 'Female', 52.39533802855782, 1.9209892906219315, 0.051738109, 35, 14.198509590761013, 86.66666666666667, 'High Risk'),
(191533, 90, 13, '41:46.2', 37.27861546780593, 97.47044097774616, 117, 78, 83, 'Male', 98.25908726009365, 1.992891888440025, 0.060526589122921394, 39, 24.74031624022251, 91, 'Low Risk'),
(191534, 95, 18, '40:46.2', 37.07143300030753, 97.24360036, 115, 79, 83, 'Female', 56.711371923519756, 1.761066609170841, 0.094904046, 36, 18.285994643151927, 91, 'High Risk'),
(191535, 60, 13, '39:46.2', 37.18601148640811, 99.03919289399722, 137, 81, 20, 'Female', 55.487233510291816, 1.9707014183886664, 0.082168455, 56, 14.287341119373595, 99.66666666666666, 'High Risk'),
(191536, 78, 18, '38:46.2', 37.36048185131085, 99.96084176203878, 127, 77, 75, 'Female', 99.25465586505318, 1.8133770750159781, 0.090719755, 50, 30.183850829942724, 93.66666666666666, 'High Risk'),
(191537, 82, 18, '37:46.2', 36.622948816582074, 96.47812851649495, 127, 85, 47, 'Female', 68.84440165776331, 1.9559936137065574, 0.086116243, 42, 17.99425061230258, 99, 'High Risk'),
(191538, 81, 19, '36:46.2', 36.04885017, 96.20302958499724, 132, 84, 84, 'Male', 64.68546618100136, 1.687864794353185, 0.090980208, 48, 22.705517408975986, 100, 'Low Risk'),
(191539, 74, 16, '35:46.2', 37.36675593685187, 97.95330590185705, 134, 80, 68, 'Female', 74.99360894661608, 1.6814158348733295, 0.096194209, 54, 26.52613574, 98, 'Low Risk'),
(191540, 60, 16, '34:46.2', 36.54905319092739, 98.48293439181322, 137, 73, 77, 'Female', 67.37659639689453, 1.6146996401994902, 0.14883597364692497, 64, 25.84196722451631, 94.33333333333333, 'Low Risk'),
(191541, 95, 13, '33:46.2', 36.29445291681308, 98.5677553, 116, 88, 66, 'Female', 56.91958779021565, 1.9245168656072404, 0.060525227, 28, 15.368033673577788, 97.33333333333333, 'High Risk'),
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(191543, 78, 16, '31:46.2', 37.119970292098195, 99.97203972391274, 128, 71, 20, 'Male', 82.05989709486227, 1.507876429043678, 0.14212998011284295, 57, 36.09104550956563, 90, 'High Risk'),
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(191717, 99, 19, '37:46.2', 36.585733489737784, 95.01504895361776, 110, 82, 23, 'Female', 79.73071493913858, 1.939355019659456, 0.1273042769129621, 28, 21.19878748777814, 91.33333333333333, 'High Risk'),
(191718, 82, 17, '36:46.2', 36.82373328, 95.34175129749207, 139, 86, 60, 'Male', 61.93597885673821, 1.6024199674233865, 0.11972107476245776, 53, 24.12072235955435, 103.66666666666666, 'Low Risk'),
(191719, 70, 19, '35:46.2', 36.69839777056835, 97.96480738, 112, 70, 50, 'Female', 59.99399522, 1.563549806735277, 0.090614158, 42, 24.54055293268648, 84, 'Low Risk'),
(191720, 97, 14, '34:46.2', 36.10813389365838, 98.64270135670942, 116, 87, 79, 'Male', 62.37845281761717, 1.6551427084001247, 0.079486, 29, 22.770035538378142, 96.66666666666667, 'High Risk'),
(191721, 85, 19, '33:46.2', 37.06063167292955, 99.33494036593638, 116, 72, 28, 'Male', 75.10116402111869, 1.524446349855452, 0.092035849, 44, 32.316355636825584, 86.66666666666667, 'High Risk'),
(191722, 61, 14, '32:46.2', 36.68377527409514, 98.11121874701615, 136, 72, 38, 'Male', 62.948775360972206, 1.9826765571998253, 0.093557658, 64, 16.01339964096417, 93.33333333333333, 'High Risk'),
(191723, 91, 17, '31:46.2', 36.005991916190226, 99.35979093024334, 127, 84, 78, 'Female', 75.96918561437522, 1.6082986462383293, 0.13689837644126052, 43, 29.370008894593557, 98.33333333333333, 'High Risk'),
(191724, 64, 13, '30:46.2', 36.04970286275846, 96.53821407, 121, 71, 21, 'Male', 74.58026391033175, 1.9804438984869885, 0.080189672, 50, 19.015109346377585, 87.66666666666666, 'Low Risk'),
(191725, 87, 19, '29:46.2', 36.79854792037027, 95.93591191466744, 119, 73, 29, 'Male', 99.76860124310654, 1.9270913672156973, 0.070775321, 46, 26.865150115622573, 88.33333333333333, 'Low Risk'),
(191726, 89, 19, '28:46.2', 36.19205997549777, 97.20193428, 110, 81, 19, 'Female', 76.61012847680534, 1.5375772193930954, 0.10958406697399796, 29, 32.40502186709179, 90.66666666666667, 'High Risk'),
(191727, 66, 18, '27:46.2', 37.45076285143643, 99.75823680130486, 117, 80, 30, 'Female', 89.77684832160443, 1.964752089, 0.10324901874753864, 37, 23.25673994892412, 92.33333333333333, 'Low Risk'),
(191728, 95, 16, '26:46.2', 36.834464505859714, 99.80902955843905, 119, 89, 26, 'Female', 98.92113727, 1.8994061751797677, 0.08435725, 30, 27.419113511297883, 99, 'High Risk'),
(191729, 66, 12, '25:46.2', 36.29806246941433, 97.70358678257341, 129, 83, 29, 'Male', 58.9014906, 1.8733370818193942, 0.091125934, 46, 16.783959611207408, 98.33333333333333, 'High Risk'),
(191730, 65, 12, '24:46.2', 37.11249783507725, 99.89980269938792, 117, 89, 84, 'Male', 71.50160917148973, 1.547259570004963, 0.14267678313464577, 28, 29.866852750067576, 98.33333333333333, 'Low Risk'),
(191731, 92, 14, '23:46.2', 36.31713992, 95.19765028452329, 135, 86, 46, 'Female', 74.18032060920467, 1.7221688192542488, 0.13308818552907264, 49, 25.01135741306338, 102.33333333333333, 'High Risk'),
(191732, 74, 18, '22:46.2', 36.42353297672995, 95.44956160994528, 131, 73, 73, 'Female', 58.14232885308842, 1.7371014665391902, 0.080858276, 58, 19.26824009563266, 92.33333333333333, 'Low Risk'),
(191733, 90, 18, '21:46.2', 36.67346266981808, 99.89022597199782, 113, 82, 34, 'Male', 85.15555494474933, 1.9018394429350776, 0.12848214144641984, 31, 23.543188683443955, 92.33333333333333, 'Low Risk'),
(191734, 99, 15, '20:46.2', 36.90421536915006, 99.76703981525877, 128, 76, 74, 'Male', 89.97771536489975, 1.8810154701229171, 0.050136187, 52, 25.43022642417253, 93.33333333333333, 'High Risk'),
(191735, 65, 16, '19:46.2', 36.25751200869974, 97.31154593353006, 138, 77, 18, 'Female', 53.67248225635465, 1.5564843411205898, 0.061731137, 61, 22.154511039009144, 97.33333333333333, 'Low Risk'),
(191736, 75, 13, '18:46.2', 37.25932464908207, 99.26715988005328, 118, 89, 59, 'Female', 93.96809557272054, 1.629938871190946, 0.14441130568217442, 29, 35.37022244554293, 98.66666666666667, 'High Risk'),
(191737, 87, 13, '17:46.2', 36.29428265828117, 95.26852326045419, 123, 71, 47, 'Male', 78.05238565296177, 1.9372259696309573, 0.097597729, 52, 20.798193620519772, 88.33333333333333, 'Low Risk'),
(191738, 61, 15, '16:46.2', 36.338224779406744, 99.77140748375577, 133, 84, 47, 'Female', 76.08266346745529, 1.7268673375208716, 0.11140910413356078, 49, 25.51336589051736, 100.33333333333333, 'Low Risk'),
(191739, 72, 15, '15:46.2', 37.11784488, 98.30328780926669, 130, 72, 81, 'Female', 81.22655535305188, 1.8766227847766181, 0.12142531143948185, 58, 23.064501165269416, 91.33333333333333, 'Low Risk'),
(191740, 66, 17, '14:46.2', 36.013292634823394, 99.81879017658278, 128, 89, 84, 'Female', 55.546543169142595, 1.6680506212749946, 0.10133948121222419, 39, 19.963587337187107, 102, 'Low Risk'),
(191741, 91, 18, '13:46.2', 36.95356736673276, 98.01257873221506, 127, 84, 89, 'Male', 71.42433047, 1.890639518094088, 0.075172541, 43, 19.981528899149605, 98.33333333333333, 'High Risk'),
(191742, 86, 14, '12:46.2', 36.85996004348302, 97.98120828838314, 123, 73, 71, 'Female', 77.63958901505224, 1.772937679163062, 0.053733127015577024, 50, 24.69996216, 89.66666666666666, 'Low Risk'),
(191743, 79, 17, '11:46.2', 37.498927957229085, 96.38027427691563, 122, 84, 34, 'Male', 71.39640953039391, 1.8877002709443909, 0.084635748, 38, 20.035966444707665, 96.66666666666667, 'Low Risk'),
(191744, 61, 12, '10:46.2', 36.72991918706672, 97.2823118, 135, 84, 81, 'Male', 56.34048534889756, 1.504737393131362, 0.094612456, 51, 24.882794739695097, 101, 'Low Risk'),
(191745, 95, 13, '09:46.2', 36.521550665588286, 95.35828835088859, 117, 70, 78, 'Male', 50.50831210833842, 1.8233399333696778, 0.090462693, 47, 15.192441339861576, 85.66666666666667, 'High Risk'),
(191746, 91, 15, '08:46.2', 36.53036269829727, 95.23065755666774, 112, 78, 59, 'Male', 81.26646878468804, 1.5448187378719416, 0.10323034720795654, 34, 34.05307476553045, 89.33333333333333, 'High Risk'),
(191747, 91, 15, '07:46.2', 37.49509423901998, 98.42612816, 128, 79, 89, 'Female', 93.92184890105106, 1.5897210878563601, 0.12971786059007734, 49, 37.164197795375564, 95.33333333333333, 'High Risk'),
(191748, 64, 18, '06:46.2', 36.22256578, 99.38275117927438, 121, 88, 70, 'Female', 57.928607409431244, 1.7001008784218135, 0.065622796, 33, 20.042122154136432, 99, 'Low Risk'),
(191749, 92, 15, '05:46.2', 36.37038781285184, 96.97391130472288, 116, 77, 36, 'Female', 90.94732511954957, 1.639406735774063, 0.096835662, 39, 33.83892050503226, 90, 'High Risk'),
(191750, 87, 17, '04:46.2', 36.37747332364111, 99.62511244944423, 124, 88, 50, 'Male', 91.33974261, 1.929239163621304, 0.096662746, 36, 24.54073944231237, 100, 'Low Risk'),
(191751, 63, 19, '03:46.2', 36.41180158689043, 95.15948797976117, 114, 80, 33, 'Female', 88.69059458534394, 1.6550468604549033, 0.063248951, 34, 32.378518758876915, 91.33333333333333, 'High Risk'),
(191752, 89, 19, '02:46.2', 37.44039441, 96.28923889467512, 118, 89, 19, 'Female', 91.15997555264178, 1.551869301741369, 0.10140668791308376, 29, 37.852443125051025, 98.66666666666667, 'High Risk'),
(191753, 65, 17, '01:46.2', 37.22621618961262, 98.42526777494857, 138, 76, 64, 'Female', 66.22029850464318, 1.6244928831398484, 0.092870861, 62, 25.09316879551268, 96.66666666666666, 'Low Risk'),
(191754, 60, 18, '00:46.2', 36.34659940409913, 95.61398769693496, 118, 78, 61, 'Female', 61.56662028023684, 1.7248898114435458, 0.100602923, 40, 20.69295911553243, 91.33333333333333, 'Low Risk'),
(191755, 86, 14, '59:46.2', 36.26597543199905, 95.20674026011208, 113, 77, 32, 'Female', 53.91560483692007, 1.868947276, 0.066318466, 36, 15.435488616968843, 89, 'High Risk'),
(191756, 73, 18, '58:46.2', 36.56685821763108, 95.68808429608121, 116, 86, 44, 'Male', 78.14515719480849, 1.6496721201807216, 0.13620888100395326, 30, 28.714866369497884, 96, 'Low Risk'),
(191757, 73, 16, '57:46.2', 37.11514912669445, 98.75210467735666, 135, 75, 23, 'Female', 96.42899593923912, 1.7916679444517198, 0.061068576562473546, 60, 30.039492934757362, 95, 'High Risk'),
(191758, 70, 18, '56:46.2', 37.38291640320445, 96.73102477193144, 129, 75, 18, 'Female', 51.468519113520884, 1.5591383817108417, 0.072753345, 54, 21.172510016247244, 93, 'Low Risk'),
(191759, 98, 19, '55:46.2', 36.85756153886846, 99.61119667345054, 126, 75, 34, 'Male', 70.47132482780394, 1.9855759161862858, 0.1366929332016809, 51, 17.874728054522784, 92, 'High Risk'),
(191760, 99, 17, '54:46.2', 37.49361581126231, 96.91694727519783, 114, 86, 40, 'Female', 96.44062837110882, 1.8344233517079667, 0.11545724124472698, 28, 28.658990664792228, 95.33333333333333, 'High Risk'),
(191761, 73, 15, '53:46.2', 36.03286316018774, 96.24080419363281, 130, 83, 79, 'Male', 99.54681375, 1.6426243366300437, 0.10730155, 47, 36.893584983329966, 98.66666666666667, 'High Risk'),
(191762, 93, 16, '52:46.2', 36.9074989, 97.79030266783093, 129, 84, 84, 'Female', 80.33415914698469, 1.5235709881731367, 0.087157345, 45, 34.607869451054334, 99, 'High Risk'),
(191763, 61, 13, '51:46.2', 37.465564641315375, 99.37972613645401, 119, 72, 56, 'Male', 72.78747086116326, 1.8388613240184817, 0.089975558, 47, 21.525768837058333, 87.66666666666667, 'Low Risk'),
(191764, 88, 13, '50:46.2', 37.13515433374569, 98.72567657599774, 135, 83, 72, 'Male', 60.02505391671694, 1.5323126723298595, 0.13429954610122768, 52, 25.56452762463352, 100.33333333333333, 'Low Risk'),
(191765, 73, 14, '49:46.2', 37.253297160416196, 97.43666514632254, 137, 75, 61, 'Male', 95.98346677210874, 1.8808506365835123, 0.1358704908450249, 62, 27.132375261841283, 95.66666666666666, 'Low Risk'),
(191766, 86, 17, '48:46.2', 36.12147543624778, 97.79687011338993, 117, 86, 20, 'Female', 98.29124272362165, 1.8496400340634143, 0.12168405699649396, 31, 28.730315313326514, 96.33333333333333, 'Low Risk'),
(191767, 75, 19, '47:46.2', 36.01602193131526, 98.81251972887014, 117, 70, 22, 'Female', 74.95909005, 1.7937049202231556, 0.1218182688920199, 47, 23.29819667182071, 85.66666666666667, 'Low Risk'),
(191768, 68, 15, '46:46.2', 36.89273376535204, 98.32182629763511, 128, 71, 42, 'Female', 93.87065611016959, 1.9326660595426703, 0.074149583, 57, 25.131372862865252, 90, 'Low Risk'),
(191769, 64, 19, '45:46.2', 36.298915326947345, 96.82430462154912, 119, 88, 26, 'Male', 81.50174195495376, 1.813437809160741, 0.093586014, 31, 24.783438357607146, 98.33333333333333, 'Low Risk'),
(191770, 91, 12, '44:46.2', 36.51087940007555, 96.21471962162322, 126, 74, 68, 'Male', 77.58888762504701, 1.5163216008918874, 0.10778295325080073, 52, 33.74557883309108, 91.33333333333333, 'High Risk'),
(191771, 67, 13, '43:46.2', 37.42555188967004, 95.06287038904706, 111, 71, 25, 'Female', 67.08734130434566, 1.7433639526115616, 0.098331089, 40, 22.073157249726602, 84.33333333333333, 'Low Risk'),
(191772, 78, 13, '42:46.2', 36.11137113374594, 98.22108784353416, 112, 78, 70, 'Male', 87.36907799819167, 1.7356953146742222, 0.095356962, 34, 29.000852894347105, 89.33333333333333, 'Low Risk'),
(191773, 67, 12, '41:46.2', 36.423129039245474, 98.82542326817213, 132, 73, 61, 'Female', 67.81741068433917, 1.8583051608061731, 0.13764178384318132, 59, 19.638446869142538, 92.66666666666666, 'Low Risk'),
(191774, 64, 13, '40:46.2', 36.07864509, 96.96083206129155, 138, 82, 49, 'Female', 67.32502455837827, 1.6482169184381728, 0.14144719189410898, 56, 24.78265237228893, 100.66666666666666, 'Low Risk'),
(191775, 66, 19, '39:46.2', 36.32019051270687, 96.04126130277714, 111, 74, 68, 'Male', 92.55603300216265, 1.513686448238036, 0.11975534485735591, 37, 40.395490574361716, 86.33333333333333, 'High Risk'),
(191776, 67, 15, '38:46.2', 37.29728936169206, 97.60828638937761, 136, 83, 45, 'Male', 95.13624163752579, 1.858236046282349, 0.10544282337191024, 53, 27.551435394255147, 100.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(191777, 75, 16, '37:46.2', 36.48301266296387, 98.99435421885981, 117, 77, 88, 'Male', 70.41097762096224, 1.986153849061013, 0.11476186747263338, 40, 17.84902927300988, 90.33333333333333, 'High Risk'),
(191778, 63, 18, '36:46.2', 37.007925537695115, 96.79375865, 137, 87, 37, 'Male', 77.61545948456799, 1.5662754480619647, 0.12197724424802338, 50, 31.63821349428302, 103.66666666666666, 'High Risk'),
(191779, 78, 13, '35:46.2', 37.156595924513574, 98.49376095875589, 118, 71, 52, 'Male', 74.84784527167014, 1.6013787284477659, 0.1281262765321064, 47, 29.187116501974806, 86.66666666666667, 'Low Risk'),
(191780, 66, 16, '34:46.2', 37.48550661968599, 95.56907551604823, 133, 70, 71, 'Male', 50.13594008544115, 1.8457087286794587, 0.13571376916810543, 63, 14.71711998325348, 91, 'High Risk'),
(191781, 64, 17, '33:46.2', 36.787867215176405, 98.581395, 128, 88, 49, 'Male', 64.89905215767831, 1.8047775330939246, 0.10829668855482387, 40, 19.924663800700312, 101.33333333333333, 'Low Risk'),
(191782, 94, 16, '32:46.2', 37.13749364602667, 95.52978948415955, 111, 76, 19, 'Female', 92.41871306, 1.7572728739829737, 0.13465193151762178, 35, 29.928262634888377, 87.66666666666667, 'High Risk'),
(191783, 73, 19, '31:46.2', 37.01441249414294, 97.44793683256675, 131, 79, 29, 'Female', 72.70464401, 1.5800315879345248, 0.14545345992563538, 52, 29.122631399701632, 96.33333333333333, 'Low Risk'),
(191784, 97, 13, '30:46.2', 37.44684524, 96.65410083325457, 122, 72, 71, 'Female', 65.75515612851693, 1.9695144704924508, 0.14211792672649876, 50, 16.951629871262412, 88.66666666666666, 'High Risk'),
(191785, 79, 17, '29:46.2', 37.23042846802113, 96.43170612248349, 137, 81, 63, 'Female', 97.22484044705931, 1.6195650465303346, 0.089465234, 56, 37.06640345817562, 99.66666666666666, 'High Risk'),
(191786, 64, 18, '28:46.2', 37.111738882677635, 96.64193847630894, 116, 80, 85, 'Male', 59.721331985167204, 1.775656660618905, 0.091163192, 36, 18.94137471863023, 92, 'Low Risk'),
(191787, 89, 14, '27:46.2', 37.01775544097211, 96.29674415071364, 116, 82, 88, 'Male', 68.30456346774307, 1.773731718803031, 0.12806251529027007, 34, 21.71070145431142, 93.33333333333333, 'Low Risk'),
(191788, 94, 14, '26:46.2', 36.92823709617185, 97.42972775014037, 123, 84, 28, 'Female', 68.77384612537266, 1.9865824526062132, 0.14869548022220808, 39, 17.42649806946771, 97, 'High Risk'),
(191789, 89, 15, '25:46.2', 37.103251455289914, 97.18230657779414, 135, 70, 41, 'Male', 87.58345005611126, 1.8026418379469071, 0.071033831, 65, 26.952754515368692, 91.66666666666666, 'Low Risk'),
(191790, 91, 13, '24:46.2', 37.35205476178528, 98.82719582854452, 119, 85, 48, 'Female', 65.68740065, 1.9983532424305492, 0.071694555, 34, 16.448926406081952, 96.33333333333333, 'High Risk'),
(191791, 71, 12, '23:46.2', 37.08658057761805, 97.88359907426532, 129, 74, 72, 'Female', 76.64018726, 1.9803187958008803, 0.058707112071276636, 55, 19.542779782117513, 92.33333333333333, 'Low Risk'),
(191792, 69, 13, '22:46.2', 37.10504487963496, 96.09397657209527, 125, 81, 77, 'Male', 51.816037959994844, 1.8144829556425655, 0.052374396, 44, 15.738321624149224, 95.66666666666667, 'High Risk'),
(191793, 90, 17, '21:46.2', 37.214873352031745, 95.06257752557231, 126, 84, 41, 'Male', 71.33041251815119, 1.599558476841302, 0.13725972118971846, 42, 27.87882670147685, 98, 'Low Risk'),
(191794, 67, 15, '20:46.2', 37.37723120629448, 96.32246417841385, 126, 74, 62, 'Male', 51.08554327219111, 1.6006401467763052, 0.11018975010006163, 52, 19.93933202504616, 91.33333333333333, 'Low Risk'),
(191795, 89, 16, '19:46.2', 36.79136056088672, 97.67100533306359, 130, 76, 35, 'Female', 63.95583559003137, 1.7554345423078108, 0.13532521312944323, 54, 20.75443417024553, 94, 'Low Risk'),
(191796, 83, 15, '18:46.2', 36.45267356617079, 95.73293562652074, 134, 82, 47, 'Male', 82.52345092, 1.598544218268111, 0.067929433, 52, 32.294463394708835, 99.33333333333333, 'High Risk'),
(191797, 99, 16, '17:46.2', 37.316958256368366, 97.38836125511595, 123, 85, 65, 'Female', 90.75430329, 1.9587061410291617, 0.10510161099798498, 38, 23.65531072975456, 97.66666666666667, 'High Risk'),
(191798, 99, 17, '16:46.2', 36.45240775, 95.41783227, 129, 72, 56, 'Male', 63.97261043, 1.7392538693615185, 0.077797399, 57, 21.14794227241025, 91, 'High Risk'),
(191799, 83, 19, '15:46.2', 36.283714007087376, 99.82168985798603, 130, 76, 71, 'Female', 77.84630289619722, 1.5893760199697942, 0.14729036582718077, 54, 30.816597021695557, 94, 'High Risk'),
(191800, 96, 15, '14:46.2', 37.26414134801738, 99.08263374, 111, 78, 28, 'Male', 59.371646971896645, 1.9645316869980944, 0.074805378, 33, 15.383707722818363, 89, 'High Risk'),
(191801, 62, 15, '13:46.2', 36.647593357815495, 99.47441168241272, 133, 82, 30, 'Female', 52.455037357188985, 1.8430746662787518, 0.077427305, 51, 15.441921537063289, 99, 'High Risk'),
(191802, 73, 18, '12:46.2', 36.739125426329544, 96.93426271753334, 116, 88, 89, 'Male', 82.01143640773383, 1.515693442590542, 0.1328468271785535, 28, 35.698640316310595, 97.33333333333333, 'High Risk'),
(191803, 89, 13, '11:46.2', 36.52576452315818, 95.22291786986568, 117, 79, 59, 'Female', 88.19885810267611, 1.5911750177393467, 0.12003021197038638, 38, 34.83590193947138, 91.66666666666667, 'High Risk'),
(191804, 96, 16, '10:46.2', 36.91239002734341, 95.26238986279533, 118, 82, 56, 'Female', 55.46653907025468, 1.9097551763847167, 0.058273880774916124, 36, 15.208125105098539, 94, 'High Risk'),
(191805, 97, 17, '09:46.2', 37.010680331819465, 98.35250822094359, 131, 73, 32, 'Female', 83.19322638537449, 1.993336901979383, 0.13346507122097126, 58, 20.937583375872702, 92.33333333333333, 'High Risk'),
(191806, 99, 18, '08:46.2', 37.01040518757234, 96.50146079826682, 133, 87, 44, 'Female', 56.93710835724087, 1.8979341693882605, 0.13724388008602284, 46, 15.806405444489586, 102.33333333333333, 'High Risk'),
(191807, 96, 13, '07:46.2', 36.554781124061314, 96.26914018366797, 121, 85, 26, 'Male', 87.66589824929568, 1.5224749153313022, 0.10912138154946993, 36, 37.820772520614526, 97, 'High Risk'),
(191808, 91, 12, '06:46.2', 37.476923485574794, 99.81822148, 139, 88, 80, 'Male', 69.39208477668473, 1.9847295057751364, 0.14361546057188962, 51, 17.61599924908835, 105, 'High Risk'),
(191809, 98, 12, '05:46.2', 37.07071220858522, 95.35362057879188, 117, 82, 43, 'Male', 61.042329575404445, 1.9431839611568857, 0.10866112423404803, 35, 16.16602570376837, 93.66666666666667, 'High Risk'),
(191810, 65, 13, '04:46.2', 37.02362200022006, 96.62057662348633, 137, 76, 38, 'Male', 62.40458334025932, 1.6781395665218255, 0.091503679, 61, 22.159519220455575, 96.33333333333333, 'Low Risk'),
(191811, 84, 18, '03:46.2', 36.66953424072531, 96.70214175895426, 115, 71, 54, 'Male', 83.92895484914962, 1.5704693312501066, 0.14668532755128255, 44, 34.02929059338847, 85.66666666666667, 'High Risk'),
(191812, 82, 16, '02:46.2', 36.87454192, 95.37045455510784, 138, 84, 37, 'Female', 94.06414084281633, 1.8717453253693301, 0.10491641019785308, 54, 26.84915232, 102, 'Low Risk'),
(191813, 90, 12, '01:46.2', 36.46933608605263, 99.08174303, 118, 84, 66, 'Male', 96.74710212176385, 1.5187255301081724, 0.13508652083020223, 34, 41.944920753606176, 95.33333333333333, 'High Risk'),
(191814, 99, 12, '00:46.2', 36.909941424123126, 96.07302196247298, 111, 86, 51, 'Male', 66.03733452, 1.5521988754745113, 0.14771215621839714, 25, 27.40910196290567, 94.33333333333333, 'High Risk'),
(191815, 98, 18, '59:46.2', 36.90639901604481, 97.20969153865747, 111, 87, 30, 'Male', 72.29208967062304, 1.6070234853198941, 0.097814012, 24, 27.99279935742894, 95, 'High Risk'),
(191816, 78, 14, '58:46.2', 36.94691753088843, 96.74384413324066, 122, 86, 29, 'Female', 82.78963884207307, 1.7887805614207326, 0.13805809961454835, 36, 25.87389756818705, 98, 'Low Risk'),
(191817, 93, 16, '57:46.2', 37.400694357580846, 98.71614240889673, 125, 76, 58, 'Male', 66.41541463209094, 1.566055403212897, 0.087318261, 49, 27.080373112671765, 92.33333333333333, 'High Risk'),
(191818, 98, 15, '56:46.2', 36.210185576366605, 96.73389316947514, 135, 74, 63, 'Female', 84.85243454, 1.7005082366017485, 0.09902992, 61, 29.343156351318093, 94.33333333333333, 'High Risk'),
(191819, 71, 17, '55:46.2', 36.010255096992594, 96.79628668114981, 120, 89, 84, 'Male', 94.40365231081844, 1.6574559131881605, 0.11153645768024897, 31, 34.364088269839606, 99.33333333333333, 'High Risk'),
(191820, 65, 12, '54:46.2', 36.37781038601013, 96.54698755860872, 130, 87, 64, 'Male', 98.01918882, 1.6442315871470776, 0.092104264, 43, 36.256437589112494, 101.33333333333333, 'High Risk'),
(191821, 73, 13, '53:46.2', 37.03752609603871, 95.20978819656365, 137, 81, 44, 'Male', 87.00839990808896, 1.5874119106695292, 0.098804652, 56, 34.52883399177583, 99.66666666666666, 'High Risk'),
(191822, 88, 17, '52:46.2', 36.536597283175055, 98.15210210368117, 120, 77, 31, 'Female', 77.42716020405189, 1.5232695991873113, 0.060941489, 43, 33.36873796373516, 91.33333333333333, 'High Risk'),
(191823, 79, 15, '51:46.2', 37.30741017690454, 98.49028496115048, 123, 85, 21, 'Female', 54.22829969233325, 1.5687197057021218, 0.083464996, 38, 22.036127851141917, 97.66666666666667, 'Low Risk'),
(191824, 70, 16, '50:46.2', 36.08491961010553, 97.48687015455815, 110, 82, 61, 'Female', 61.399710972393706, 1.6259526197639764, 0.13344519193104826, 28, 23.224723624680237, 91.33333333333333, 'Low Risk'),
(191825, 79, 17, '49:46.2', 37.21282593155814, 99.36157117812046, 118, 71, 43, 'Male', 96.32065202, 1.7211329932209294, 0.08946981, 47, 32.51550878731793, 86.66666666666667, 'High Risk'),
(191826, 70, 13, '48:46.2', 36.04469422, 99.46692301998489, 132, 76, 88, 'Male', 93.11506676879358, 1.5519439475756558, 0.13177786948537676, 56, 38.66053822626861, 94.66666666666666, 'High Risk'),
(191827, 84, 12, '47:46.2', 36.10672693970181, 98.60586292, 123, 81, 68, 'Male', 51.13252436251906, 1.6923907550039656, 0.095896296, 42, 17.85237272102471, 95, 'High Risk'),
(191828, 84, 16, '46:46.2', 37.18594485461204, 99.06387329, 112, 81, 20, 'Female', 93.62681377657367, 1.5686406973392215, 0.099639803, 31, 38.04987965516415, 91.33333333333333, 'High Risk'),
(191829, 66, 19, '45:46.2', 36.79476732759655, 97.21553958880367, 134, 83, 37, 'Male', 59.47493172833054, 1.9907507014590218, 0.1081733581738312, 51, 15.007218208470686, 100, 'High Risk'),
(191830, 97, 12, '44:46.2', 37.01713639273848, 97.25737218, 125, 70, 81, 'Male', 80.11418894, 1.584014657395489, 0.1417569850371886, 55, 31.92942138577348, 88.33333333333333, 'High Risk'),
(191831, 71, 16, '43:46.2', 36.65657263, 99.68275858829809, 132, 70, 57, 'Female', 52.01876695911757, 1.8919647527758507, 0.067532816, 62, 14.532287162167744, 90.66666666666666, 'High Risk'),
(191832, 83, 13, '42:46.2', 36.65763164912973, 95.51732661440505, 135, 82, 34, 'Female', 95.40161033332149, 1.8695654493938703, 0.12578276236640762, 53, 27.294450698146843, 99.66666666666666, 'Low Risk'),
(191833, 78, 15, '41:46.2', 36.09419500890232, 97.58445178306502, 114, 80, 53, 'Male', 74.39214230791322, 1.8207631141911138, 0.060549880844518705, 34, 22.439861501271253, 91.33333333333333, 'Low Risk'),
(191834, 76, 16, '40:46.2', 37.48354066168002, 98.88045230800005, 120, 83, 49, 'Female', 90.64575085233844, 1.7665587255054127, 0.088059515, 37, 29.046331683835998, 95.33333333333333, 'Low Risk'),
(191835, 84, 18, '39:46.2', 36.24971148924069, 96.42328334167726, 122, 85, 39, 'Male', 91.45430189, 1.8218981561806986, 0.13566656304574018, 37, 27.552178683575356, 97.33333333333333, 'Low Risk'),
(191836, 65, 17, '38:46.2', 36.03440677589686, 97.22927471727346, 133, 85, 77, 'Female', 92.804367, 1.8813762812798591, 0.07481541, 48, 26.219057970098888, 101, 'Low Risk'),
(191837, 82, 12, '37:46.2', 36.04309337049251, 98.88043634402123, 139, 71, 75, 'Female', 62.143607898868495, 1.820997662706421, 0.11624123845129124, 68, 18.74034953866752, 93.66666666666666, 'Low Risk'),
(191838, 96, 12, '36:46.2', 36.138314177224224, 97.38614115958377, 129, 77, 73, 'Female', 64.62760603379948, 1.7299687804279165, 0.086138195, 52, 21.594419671858727, 94.33333333333333, 'High Risk'),
(191839, 69, 19, '35:46.2', 36.372818095121524, 95.05812944417745, 131, 86, 76, 'Male', 92.5224462, 1.551702189524378, 0.063008933, 45, 38.42645852445267, 101, 'High Risk'),
(191840, 71, 16, '34:46.2', 36.793920044729624, 95.70102704428324, 117, 81, 37, 'Female', 89.20502612, 1.7284754346668632, 0.14572879338148342, 36, 29.858150403584226, 93, 'Low Risk'),
(191841, 99, 16, '33:46.2', 36.80073008710224, 98.51854299530882, 134, 83, 65, 'Female', 80.28027890929668, 1.9425195353151408, 0.092294945, 51, 21.275417072175294, 100, 'High Risk'),
(191842, 84, 19, '32:46.2', 36.29225309908606, 98.14876031, 115, 78, 84, 'Male', 61.37277312, 1.7480330843079215, 0.12907988986492125, 37, 20.08521343200312, 90.33333333333333, 'Low Risk'),
(191843, 64, 17, '31:46.2', 36.70521494694583, 98.68136756704098, 121, 72, 82, 'Male', 53.530281368982806, 1.559784617465367, 0.10861316112039493, 49, 22.00241034895425, 88.33333333333333, 'Low Risk'),
(191844, 73, 13, '30:46.2', 36.211333209464854, 99.88074425104716, 114, 88, 57, 'Female', 76.52641633841272, 1.830358182825183, 0.1305030252827894, 26, 22.84226711977823, 96.66666666666667, 'Low Risk'),
(191845, 65, 12, '29:46.2', 36.42016311457295, 98.36780304288692, 114, 77, 44, 'Female', 77.86319194916466, 1.7421906547533499, 0.1389153117222963, 37, 25.653158454705565, 89.33333333333333, 'Low Risk'),
(191846, 78, 14, '28:46.2', 36.74327233710016, 95.02062579647196, 134, 85, 19, 'Male', 63.01732228480245, 1.7628340239258966, 0.086996199, 49, 20.27855929990566, 101.33333333333333, 'Low Risk'),
(191847, 69, 14, '27:46.2', 36.23683449662813, 98.69662391639662, 130, 84, 45, 'Female', 78.13082854798166, 1.8138469948313771, 0.08889312, 46, 23.747676832036568, 99.33333333333333, 'Low Risk'),
(191848, 61, 17, '26:46.2', 36.19226107117866, 98.93751613073839, 133, 78, 38, 'Male', 86.30594527803635, 1.6119813278544148, 0.14720065019258693, 55, 33.213963170813265, 96.33333333333333, 'High Risk'),
(191849, 83, 12, '25:46.2', 37.22730949816937, 98.83505715659638, 139, 85, 65, 'Female', 69.22132532, 1.6284375314708903, 0.064939256, 54, 26.10343757746327, 103, 'Low Risk'),
(191850, 96, 12, '24:46.2', 36.33980696176688, 98.31199672246379, 111, 70, 44, 'Male', 60.63925500481636, 1.6406888340827985, 0.086704969, 41, 22.52689901311888, 83.66666666666667, 'High Risk'),
(191851, 67, 15, '23:46.2', 37.15527976049657, 96.78417447791169, 117, 84, 53, 'Female', 86.46473267187844, 1.5075529219925141, 0.12884067227574708, 33, 38.04467421408555, 95, 'High Risk'),
(191852, 73, 18, '22:46.2', 36.18527306, 95.11894336254286, 118, 77, 79, 'Female', 83.28582103653348, 1.9742343505632547, 0.11617268131136292, 41, 21.368481598520063, 90.66666666666667, 'Low Risk'),
(191853, 70, 18, '21:46.2', 37.49099712872573, 98.37745080676754, 116, 83, 32, 'Female', 74.11963716845038, 1.7508638833094203, 0.14845246514723187, 33, 24.178453340798768, 94, 'Low Risk'),
(191854, 88, 13, '20:46.2', 37.1165809, 97.98824537648042, 113, 71, 61, 'Female', 83.45156661022634, 1.5314233380066113, 0.1470200509628437, 42, 35.58311560176475, 85, 'High Risk'),
(191855, 90, 14, '19:46.2', 36.463934569852036, 96.06890365115153, 134, 71, 87, 'Male', 59.897680867661215, 1.7767375748395107, 0.080745872, 63, 18.974198234903632, 92, 'Low Risk'),
(191856, 64, 19, '18:46.2', 37.15414768565915, 96.90193589539793, 117, 84, 66, 'Male', 88.05437484927299, 1.8274486177414082, 0.13309400296837423, 33, 26.366992069435028, 95, 'Low Risk'),
(191857, 90, 15, '17:46.2', 36.99502202292835, 97.01159237, 115, 82, 58, 'Female', 63.732401907705466, 1.647978002367762, 0.058593012098141245, 33, 23.466994176484818, 93, 'Low Risk'),
(191858, 86, 14, '16:46.2', 36.12229572841703, 95.79282265487706, 115, 74, 56, 'Male', 84.12087730140343, 1.8850592352644733, 0.10618780262135702, 41, 23.673026794044198, 87.66666666666667, 'Low Risk'),
(191859, 77, 16, '15:46.2', 37.19879496915672, 98.26725515655242, 115, 85, 24, 'Male', 71.57790238476191, 1.5370564265296063, 0.12360556508388636, 30, 30.296980328208456, 95, 'High Risk'),
(191860, 61, 17, '14:46.2', 36.56968807780998, 98.09363196883653, 139, 82, 53, 'Female', 63.097740259233994, 1.9455718457799622, 0.10909253822308823, 57, 16.669372822110883, 101, 'High Risk'),
(191861, 73, 17, '13:46.2', 36.16282430387279, 97.78668381114797, 118, 72, 46, 'Female', 89.45557009012634, 1.6501676810597525, 0.12264188387362542, 46, 32.85119964640859, 87.33333333333333, 'High Risk'),
(191862, 97, 13, '12:46.2', 36.77718801156909, 97.73046452391526, 119, 83, 78, 'Female', 85.63371421354009, 1.9670943796493103, 0.075174515, 36, 22.130661024714215, 95, 'High Risk'),
(191863, 88, 19, '11:46.2', 36.07181882768938, 97.18023926, 110, 79, 65, 'Male', 97.94001747, 1.9592067137643936, 0.060233591447154636, 31, 25.51523992408808, 89.33333333333333, 'Low Risk'),
(191864, 90, 12, '10:46.2', 36.74318124002075, 95.69793076870839, 110, 76, 64, 'Female', 75.15252061826448, 1.6120651838930566, 0.088122746, 34, 28.91867259254172, 87.33333333333333, 'Low Risk'),
(191865, 82, 17, '09:46.2', 36.77414537274157, 98.51641745, 113, 85, 61, 'Male', 56.824350393044455, 1.6524672268307676, 0.068608493, 28, 20.80984137467795, 94.33333333333333, 'Low Risk'),
(191866, 72, 17, '08:46.2', 36.28145832609831, 98.68752024, 110, 70, 72, 'Male', 56.76365636716536, 1.9884185181345324, 0.133112765, 40, 14.356704586822843, 83.33333333333333, 'High Risk'),
(191867, 93, 13, '07:46.2', 37.10009236516613, 98.54907077, 127, 87, 63, 'Male', 69.12483372773258, 1.9056528408455917, 0.13355152261862624, 40, 19.034721475534987, 100.33333333333333, 'High Risk'),
(191868, 87, 12, '06:46.2', 36.54121649441662, 97.24378610518832, 136, 84, 70, 'Male', 78.21902625108658, 1.5226450667891918, 0.1359995545983329, 52, 33.73766687, 101.33333333333333, 'High Risk'),
(191869, 63, 14, '05:46.2', 36.97142319655515, 99.26703797382271, 133, 78, 80, 'Male', 92.75900234847991, 1.9747266531864456, 0.11427270749954628, 55, 23.787132577951468, 96.33333333333333, 'Low Risk'),
(191870, 68, 17, '04:46.2', 37.391822642306245, 96.76816758541553, 110, 77, 81, 'Female', 62.55724184955103, 1.930195648672522, 0.085703958, 33, 16.790936837563553, 88, 'High Risk'),
(191871, 86, 13, '03:46.2', 36.621876591664225, 99.99988509070609, 131, 83, 57, 'Female', 65.69872942722634, 1.7089991063963408, 0.061720379, 48, 22.494342289526735, 99, 'Low Risk'),
(191872, 91, 19, '02:46.2', 36.134385572297646, 97.55750139822831, 132, 83, 72, 'Male', 95.69883388, 1.7963113031838929, 0.051970567, 49, 29.658107870599125, 99.33333333333333, 'High Risk'),
(191873, 66, 12, '01:46.2', 37.12867238, 96.49414490633092, 117, 78, 61, 'Female', 56.13638123636845, 1.799389737010134, 0.1480865345227535, 39, 17.337797838968743, 91, 'High Risk'),
(191874, 70, 17, '00:46.2', 36.031992851044876, 96.19094409365084, 137, 81, 29, 'Female', 72.48464566, 1.5406702702153257, 0.090618379, 56, 30.537017344879583, 99.66666666666666, 'High Risk'),
(191875, 74, 13, '59:46.2', 37.22164932392326, 95.93786534190208, 124, 77, 76, 'Male', 96.96024833887935, 1.7537883348777694, 0.12614928535544617, 47, 31.523858176288737, 92.66666666666667, 'High Risk'),
(191876, 92, 18, '58:46.2', 36.95037883260448, 95.67736304339543, 136, 88, 80, 'Female', 51.881729792393315, 1.5805663436805109, 0.062570973, 48, 20.76772802804793, 104, 'High Risk'),
(191877, 64, 13, '57:46.2', 37.13748558628997, 95.11013473901778, 128, 73, 66, 'Female', 84.35260694, 1.5415668420350244, 0.13677282835112287, 55, 35.49554006384278, 91.33333333333333, 'High Risk'),
(191878, 60, 16, '56:46.2', 36.28149001739784, 96.05309173643504, 136, 86, 30, 'Female', 58.74842402189822, 1.9488851314057665, 0.062814258, 50, 15.467628626661966, 102.66666666666666, 'High Risk'),
(191879, 75, 18, '55:46.2', 36.48340432924396, 99.03261216433658, 139, 73, 47, 'Male', 90.63605077767212, 1.7773915696623102, 0.1104170936661813, 66, 28.69027705742451, 95, 'Low Risk'),
(191880, 63, 13, '54:46.2', 37.22482991, 95.97539431, 130, 89, 31, 'Female', 55.51425315583924, 1.564274828288664, 0.12672392252097336, 41, 22.687068786843223, 102.66666666666667, 'Low Risk'),
(191881, 81, 12, '53:46.2', 36.808713048344565, 98.78538516, 122, 81, 80, 'Female', 50.44086829968324, 1.5928313918931114, 0.13853244441823248, 41, 19.88121589469886, 94.66666666666667, 'Low Risk'),
(191882, 75, 19, '52:46.2', 36.59855454508616, 98.62145890865321, 121, 76, 18, 'Female', 95.34202140878915, 1.575515402, 0.065850922, 45, 38.40953499581952, 91, 'High Risk'),
(191883, 98, 14, '51:46.2', 37.16917421108816, 95.09985077109084, 125, 70, 60, 'Female', 80.89015818552049, 1.9427076752229078, 0.075140739, 55, 21.432891860561526, 88.33333333333333, 'High Risk'),
(191884, 70, 15, '50:46.2', 36.5204387, 99.02576251253376, 122, 82, 42, 'Male', 82.41162400337157, 1.8641956346214714, 0.077048455, 40, 23.71403732653296, 95.33333333333333, 'Low Risk'),
(191885, 90, 19, '49:46.2', 36.837684321362254, 97.75077903497959, 121, 76, 60, 'Male', 97.22027591041794, 1.5642781482144419, 0.12560385283858583, 45, 39.730944747412366, 91, 'High Risk'),
(191886, 74, 19, '48:46.2', 36.11821353936407, 95.95140544070208, 131, 89, 35, 'Female', 94.08613769590893, 1.8499112340783168, 0.092896254, 42, 27.493109466391935, 103, 'Low Risk'),
(191887, 62, 17, '47:46.2', 36.544028612716595, 98.03311093, 114, 80, 82, 'Male', 84.63998903758346, 1.7662198956505566, 0.09564443, 34, 27.13226519490736, 91.33333333333333, 'Low Risk'),
(191888, 96, 19, '46:46.2', 36.00270828638534, 99.91440786505594, 137, 72, 71, 'Male', 86.10687140584741, 1.8797595329528956, 0.073359423, 65, 24.368748061588402, 93.66666666666666, 'High Risk'),
(191889, 64, 18, '45:46.2', 37.09438998045068, 97.29454560100376, 138, 87, 60, 'Female', 51.71796930019097, 1.570725115, 0.067896027, 51, 20.962404065142742, 104, 'Low Risk'),
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(191891, 86, 12, '43:46.2', 36.97531703, 97.81300086575223, 128, 88, 52, 'Female', 61.90630542, 1.7872494042634748, 0.067427395, 40, 19.38048155875212, 101.33333333333333, 'Low Risk'),
(191892, 88, 17, '42:46.2', 36.782041345554426, 97.54059984283302, 135, 77, 68, 'Female', 64.79756338160401, 1.5034381221609756, 0.076884936, 58, 28.66735064589102, 96.33333333333333, 'Low Risk'),
(191893, 98, 18, '41:46.2', 36.64112011249835, 97.75205467071564, 123, 75, 31, 'Male', 56.42385529958908, 1.6350767368709689, 0.1214985389595668, 48, 21.105054491523667, 91, 'High Risk'),
(191894, 97, 17, '40:46.2', 36.285342054531924, 97.26243673985712, 115, 88, 89, 'Male', 74.91302469434376, 1.711381912, 0.088691456, 27, 25.577815914896238, 97, 'High Risk'),
(191895, 92, 16, '39:46.2', 37.12645221113683, 97.90022367358789, 114, 72, 32, 'Female', 84.09387761931441, 1.9349222437291802, 0.087050934, 42, 22.46142699851918, 86, 'High Risk'),
(191896, 93, 18, '38:46.2', 36.788436917052195, 96.59730524, 117, 78, 58, 'Female', 99.77886793529211, 1.8957710437361164, 0.071331934, 39, 27.763026090610254, 91, 'High Risk'),
(191897, 93, 14, '37:46.2', 36.584453217725844, 99.21075970141511, 129, 87, 66, 'Female', 97.96976766014873, 1.7365355636728261, 0.052587436, 42, 32.48812999, 101, 'High Risk'),
(191898, 69, 16, '36:46.2', 36.60617273075511, 95.81112439863189, 114, 75, 30, 'Male', 78.83069218567441, 1.9494699259245436, 0.11408251766341992, 39, 20.74255547982753, 88, 'Low Risk'),
(191899, 61, 17, '35:46.2', 36.12106187944325, 96.35661494184549, 125, 75, 79, 'Male', 52.81999597104517, 1.9790850733947947, 0.092306736, 50, 13.485574020970141, 91.66666666666666, 'High Risk'),
(191900, 73, 13, '34:46.2', 36.711813468870915, 98.24484702569735, 129, 88, 21, 'Male', 77.29446156084884, 1.811823353710898, 0.054619594, 41, 23.545974519276232, 101.66666666666667, 'Low Risk'),
(191901, 85, 17, '33:46.2', 36.18764420766311, 99.88666251657163, 114, 83, 44, 'Female', 51.68805992901054, 1.7549236995449573, 0.11089715898053558, 31, 16.783160723283697, 93.33333333333333, 'High Risk'),
(191902, 66, 13, '32:46.2', 36.68049557243695, 97.89919518662609, 113, 76, 58, 'Male', 53.51256415381284, 1.7725662491636172, 0.060799378, 37, 17.03141807852803, 88.33333333333333, 'High Risk'),
(191903, 79, 14, '31:46.2', 37.47125069568504, 97.84552490155244, 112, 82, 83, 'Female', 73.08948950586569, 1.9174233561126366, 0.079137247, 30, 19.88011545010352, 92, 'Low Risk'),
(191904, 92, 14, '30:46.2', 36.82351018971019, 97.17173840718863, 118, 75, 33, 'Female', 95.05293719863784, 1.6114162326746906, 0.085371038, 43, 36.60581436270607, 89.33333333333333, 'High Risk'),
(191905, 81, 14, '29:46.2', 36.64556333514358, 95.38638657408725, 132, 81, 69, 'Female', 91.37886951, 1.6899872870537984, 0.11644306941302941, 51, 31.994763599267614, 98, 'High Risk'),
(191906, 93, 14, '28:46.2', 36.262779407271786, 97.18474898536095, 119, 87, 70, 'Male', 83.98380666332064, 1.6237168051480302, 0.10977135263484047, 32, 31.854807467034806, 97.66666666666667, 'High Risk'),
(191907, 87, 12, '27:46.2', 37.323966244499445, 99.84806579150003, 115, 88, 84, 'Male', 65.75287307357995, 1.8599649274658503, 0.13827785588195324, 27, 19.006634536513108, 97, 'Low Risk'),
(191908, 71, 19, '26:46.2', 36.974787682838716, 96.24718918687603, 119, 84, 80, 'Male', 54.58948254019113, 1.811415746, 0.13377772373825542, 35, 16.636911264396417, 95.66666666666667, 'High Risk'),
(191909, 94, 13, '25:46.2', 37.15481068765532, 96.12618152267393, 130, 82, 22, 'Male', 87.54490438796478, 1.5151249352982579, 0.077715796, 48, 38.135898353149585, 98, 'High Risk'),
(191910, 78, 15, '24:46.2', 36.154254287624155, 96.56804997, 129, 81, 87, 'Female', 90.40360011689029, 1.8278164680847488, 0.077759245, 48, 27.05954899376306, 97, 'Low Risk'),
(191911, 80, 18, '23:46.2', 37.49168411442824, 98.67607896251361, 118, 76, 76, 'Female', 67.22077287442991, 1.527265457, 0.0536419, 42, 28.818703766032435, 90, 'Low Risk'),
(191912, 91, 15, '22:46.2', 37.33915275912818, 98.47092564156554, 138, 73, 27, 'Male', 61.74470468456778, 1.9689208372695017, 0.1429543226793386, 65, 15.92733840199738, 94.66666666666666, 'High Risk'),
(191913, 79, 18, '21:46.2', 37.231924619099644, 99.50285942080805, 139, 82, 49, 'Female', 86.33127744, 1.8003590446523547, 0.10993496945600725, 57, 26.634829280515653, 101, 'Low Risk'),
(191914, 81, 18, '20:46.2', 36.58483811212663, 99.18041508450963, 111, 84, 89, 'Female', 50.39920620402648, 1.9947673017018146, 0.13472341162744073, 27, 12.665992164350653, 93, 'High Risk'),
(191915, 68, 16, '19:46.2', 37.20954345429625, 96.84245145510339, 138, 72, 57, 'Female', 69.65822151451769, 1.608822890305011, 0.062145428294266725, 66, 26.912615612504197, 94, 'Low Risk'),
(191916, 81, 12, '18:46.2', 36.49714961121465, 97.79283018, 123, 89, 36, 'Male', 80.93531855, 1.9792896594401876, 0.10476548912872807, 34, 20.659479181553277, 100.33333333333333, 'Low Risk'),
(191917, 88, 18, '17:46.2', 36.37078171862535, 97.34403393, 113, 80, 48, 'Female', 82.03973915, 1.9022715822678502, 0.069858218, 33, 22.671446524567713, 91, 'Low Risk'),
(191918, 74, 18, '16:46.2', 36.65529402039508, 95.77474468579791, 127, 87, 62, 'Male', 53.517014846765015, 1.7021412132464613, 0.099086798, 40, 18.47143798645378, 100.33333333333333, 'High Risk'),
(191919, 91, 15, '15:46.2', 36.88091788373028, 99.22633462664126, 137, 77, 18, 'Male', 60.01882626, 1.6186975770124559, 0.073618047, 60, 22.90635909584136, 97, 'High Risk'),
(191920, 82, 18, '14:46.2', 36.54814108595289, 99.54146312990079, 115, 80, 35, 'Female', 85.36227474, 1.9989962699711206, 0.050749628, 35, 21.362004990230545, 91.66666666666667, 'Low Risk'),
(191921, 65, 16, '13:46.2', 36.668347155848934, 95.30407741, 128, 74, 58, 'Female', 73.71236201, 1.795687543, 0.13641510586882466, 54, 22.860134865679687, 92, 'Low Risk'),
(191922, 92, 12, '12:46.2', 36.05556434310679, 96.06632281715807, 132, 72, 85, 'Male', 53.82740196824601, 1.925910042, 0.1478566599055732, 60, 14.512138799048797, 92, 'High Risk'),
(191923, 69, 12, '11:46.2', 37.077346684302775, 97.65864112877581, 129, 70, 23, 'Male', 79.69315407166621, 1.974677760151475, 0.094556289, 59, 20.43753650112347, 89.66666666666666, 'Low Risk'),
(191924, 64, 14, '10:46.2', 37.27722013155639, 96.75012182388927, 114, 89, 85, 'Male', 57.65427982173433, 1.5164197405967634, 0.12596661532033604, 25, 25.07221439357608, 97.33333333333333, 'Low Risk'),
(191925, 65, 19, '09:46.2', 36.73716372317361, 98.04934013945484, 111, 89, 86, 'Female', 57.83901928646703, 1.7042791055338906, 0.052788333, 22, 19.913127815160152, 96.33333333333333, 'Low Risk'),
(191926, 64, 19, '08:46.2', 36.62895556, 96.18624406036973, 122, 81, 48, 'Male', 56.91644572433965, 1.5745944543961075, 0.095125886, 41, 22.95621780697076, 94.66666666666667, 'Low Risk'),
(191927, 77, 13, '07:46.2', 37.313903668435614, 98.73728597732459, 134, 86, 38, 'Male', 60.39451028873922, 1.843274762305496, 0.096220706, 48, 17.775315192196313, 102, 'High Risk'),
(191928, 87, 16, '06:46.2', 36.25875516198554, 97.91282472512802, 137, 73, 51, 'Female', 74.40473992906006, 1.9063281980413187, 0.081916694, 64, 20.474120697145654, 94.33333333333333, 'Low Risk'),
(191929, 86, 17, '05:46.2', 36.23657075659469, 95.80578820206091, 119, 81, 25, 'Female', 98.62511094270661, 1.964270538858473, 0.096857666, 38, 25.561415445652802, 93.66666666666667, 'Low Risk'),
(191930, 75, 16, '04:46.2', 36.32887925707767, 99.27850409376966, 128, 73, 55, 'Male', 86.10782308239212, 1.5239684304922188, 0.057236658, 55, 37.075811781036585, 91.33333333333333, 'High Risk'),
(191931, 89, 19, '03:46.2', 36.91540321900321, 99.53214985170256, 113, 80, 54, 'Female', 81.01856117279092, 1.932148590005639, 0.069383507, 33, 21.702186007715625, 91, 'Low Risk'),
(191932, 86, 18, '02:46.2', 37.43791563079974, 97.38422473608234, 127, 70, 69, 'Female', 63.13873126925586, 1.5480283545892046, 0.078208579, 57, 26.34741598681436, 89, 'Low Risk'),
(191933, 66, 16, '01:46.2', 36.488279502236665, 97.48284743, 110, 77, 44, 'Male', 89.7760241, 1.7949808193403023, 0.093044038, 33, 27.86382562206621, 88, 'Low Risk'),
(191934, 93, 13, '00:46.2', 36.35333418983835, 95.93433542172204, 116, 77, 80, 'Male', 68.16026515927464, 1.5799899964218296, 0.10836365192150388, 39, 27.303768732718506, 90, 'High Risk'),
(191935, 79, 12, '59:46.2', 36.40594165894008, 98.11443362151157, 127, 85, 33, 'Female', 73.21664503045237, 1.5390636550575123, 0.10165769856533402, 42, 30.909833070240744, 99, 'High Risk'),
(191936, 69, 13, '58:46.2', 36.12317375662611, 97.43598019, 139, 85, 30, 'Female', 60.993493311846166, 1.671149863658475, 0.1445053982472882, 54, 21.840003917586852, 103, 'Low Risk'),
(191937, 92, 15, '57:46.2', 37.1423504, 97.26282138691967, 135, 81, 41, 'Female', 89.48148520919281, 1.7806152505948747, 0.12126850648304913, 54, 28.222339148818193, 99, 'High Risk'),
(191938, 98, 13, '56:46.2', 37.19647719145134, 99.73268886, 113, 83, 44, 'Male', 52.761733503082354, 1.9719833714841313, 0.12016181219239239, 30, 13.56789765668461, 93, 'High Risk'),
(191939, 90, 18, '55:46.2', 36.54298178579801, 95.16772631753247, 137, 82, 26, 'Male', 95.73494093671236, 1.9017602002723921, 0.056321700980588835, 55, 26.470306196939987, 100.33333333333333, 'Low Risk'),
(191940, 66, 19, '54:46.2', 36.86305045129429, 98.41080140158225, 128, 84, 45, 'Female', 84.14584852137634, 1.935585673, 0.064051721, 44, 22.459904055224687, 98.66666666666667, 'Low Risk'),
(191941, 88, 16, '53:46.2', 37.02666457518469, 96.02553408820103, 126, 79, 26, 'Female', 87.93616050804496, 1.9071875149250512, 0.072978812, 47, 24.175791936088654, 94.66666666666667, 'Low Risk'),
(191942, 90, 18, '52:46.2', 36.72822675891487, 99.28266886292444, 136, 72, 81, 'Male', 65.29965690153888, 1.8283537288531808, 0.073217886, 64, 19.533967271922975, 93.33333333333333, 'Low Risk'),
(191943, 91, 15, '51:46.2', 36.42169014495004, 97.13006265934155, 136, 82, 59, 'Female', 61.82478536907275, 1.5670828799181011, 0.075627662, 54, 25.175533655598105, 100, 'High Risk'),
(191944, 67, 19, '50:46.2', 36.34386850606121, 98.10189803, 130, 70, 84, 'Female', 76.72044049224637, 1.5363696586157394, 0.10193798798987468, 60, 32.50271532318925, 90, 'High Risk'),
(191945, 73, 13, '49:46.2', 36.747586022445304, 99.32787483032415, 128, 75, 55, 'Female', 61.33449536460233, 1.878218638452188, 0.055285966, 53, 17.386513597763322, 92.66666666666666, 'High Risk'),
(191946, 61, 14, '48:46.2', 37.36143282957255, 95.97570087615986, 123, 75, 21, 'Male', 91.19708939944944, 1.8382164656785216, 0.13724217404725736, 48, 26.98905472569405, 91, 'Low Risk'),
(191947, 69, 16, '47:46.2', 37.32619233687324, 99.92542132467521, 129, 70, 23, 'Female', 56.93324724, 1.902715621876987, 0.07961165, 59, 15.725996952458754, 89.66666666666666, 'High Risk'),
(191948, 61, 15, '46:46.2', 36.972768151450666, 99.03058270081655, 113, 71, 66, 'Female', 83.37864454, 1.5262751727760766, 0.10700915700910033, 42, 35.79226243272594, 85, 'High Risk'),
(191949, 74, 19, '45:46.2', 37.143415745573655, 96.42658382672232, 118, 72, 58, 'Male', 64.77293367829532, 1.8379788965128654, 0.093451818, 46, 19.173991316001644, 87.33333333333333, 'Low Risk'),
(191950, 95, 18, '44:46.2', 37.152132943587965, 99.86676234479388, 110, 89, 56, 'Female', 64.09961295381589, 1.7372266818520359, 0.072096661, 21, 21.239408857065165, 96, 'High Risk'),
(191951, 76, 19, '43:46.2', 37.02825276142016, 97.99830471432566, 125, 74, 25, 'Male', 91.79063514075486, 1.6824840089539737, 0.12857279230939928, 51, 32.42623192024651, 91, 'High Risk'),
(191952, 67, 16, '42:46.2', 36.583222841225705, 99.35707687973003, 130, 75, 89, 'Female', 57.75123794808987, 1.5641368127465252, 0.072459961, 55, 23.60542495398412, 93.33333333333333, 'Low Risk'),
(191953, 96, 19, '41:46.2', 36.112276430614784, 96.44801925617556, 121, 89, 60, 'Female', 62.88602732747592, 1.8032477003496288, 0.064524385, 32, 19.339417366267497, 99.66666666666667, 'High Risk'),
(191954, 98, 15, '40:46.2', 37.000734441715586, 95.26046921536316, 119, 83, 25, 'Female', 73.33203974031126, 1.6913008903094093, 0.10230611576179326, 36, 25.63610313833844, 95, 'High Risk'),
(191955, 89, 15, '39:46.2', 36.60506808866757, 95.81297565067814, 114, 81, 86, 'Male', 57.580359917759736, 1.888264676, 0.1271704308501423, 33, 16.149111658724323, 92, 'High Risk'),
(191956, 79, 19, '38:46.2', 37.19637536790723, 99.79160034097544, 133, 84, 63, 'Male', 81.88017636036665, 1.850108824912036, 0.11816360153375495, 49, 23.921269284434008, 100.33333333333333, 'Low Risk'),
(191957, 61, 17, '37:46.2', 36.568279193676425, 97.82392163, 119, 71, 41, 'Male', 82.70501049534968, 1.749665599833154, 0.053163252732345394, 48, 27.016041490631537, 87, 'Low Risk'),
(191958, 94, 19, '36:46.2', 36.21367080717985, 97.91125060586289, 119, 88, 71, 'Female', 62.804937291223354, 1.669542328, 0.098667508, 31, 22.53195722299214, 98.33333333333333, 'High Risk'),
(191959, 75, 19, '35:46.2', 37.47736916051195, 97.90017409810714, 123, 75, 77, 'Female', 91.92210411, 1.5459577898016383, 0.055785905, 48, 38.461364963752715, 91, 'High Risk'),
(191960, 90, 16, '34:46.2', 36.016559729573316, 96.11922094272047, 125, 76, 19, 'Female', 82.62992421, 1.706961713982658, 0.057984124, 49, 28.35892694425476, 92.33333333333333, 'Low Risk'),
(191961, 81, 17, '33:46.2', 37.49810662875782, 98.16346022322487, 120, 75, 66, 'Male', 62.87138633, 1.986627035125768, 0.09354643, 45, 15.930167937060377, 90, 'High Risk'),
(191962, 95, 14, '32:46.2', 36.91876057288916, 95.01387890532476, 132, 85, 53, 'Male', 58.18827133890417, 1.7392951740563762, 0.10674731423839603, 47, 19.234852992763898, 100.66666666666667, 'High Risk'),
(191963, 76, 15, '31:46.2', 37.19349923, 97.27029332039685, 117, 73, 60, 'Female', 60.210900798701104, 1.7229609186627106, 0.1050561586574335, 44, 20.282630147953018, 87.66666666666667, 'Low Risk'),
(191964, 77, 14, '30:46.2', 36.897931804915494, 95.88477078285324, 135, 85, 85, 'Male', 99.21163862059645, 1.5794854302067542, 0.092247547, 50, 39.76778245374179, 101.66666666666666, 'High Risk'),
(191965, 70, 14, '29:46.2', 36.773647937036436, 95.40995070852507, 115, 71, 87, 'Male', 58.36832565396803, 1.950816502835963, 0.14097508785972174, 44, 15.337140417181052, 85.66666666666667, 'High Risk'),
(191966, 78, 17, '28:46.2', 37.00309863063685, 95.35912209035672, 111, 88, 19, 'Male', 76.55300095935709, 1.6606968626045393, 0.086440755, 23, 27.75757294505539, 95.66666666666667, 'Low Risk'),
(191967, 66, 17, '27:46.2', 36.50580438, 99.33894366742635, 120, 77, 64, 'Female', 78.20961411755609, 1.7341290751536178, 0.10074687905221111, 43, 26.007421923666406, 91.33333333333333, 'Low Risk'),
(191968, 96, 17, '26:46.2', 36.876344855019866, 96.55403445445315, 114, 71, 80, 'Male', 68.97905253932791, 1.6503744497797819, 0.062073925, 43, 25.325162565039555, 85.33333333333333, 'High Risk'),
(191969, 64, 13, '25:46.2', 36.197331072141516, 97.42536945128293, 128, 83, 44, 'Female', 84.33641155636585, 1.6751453506629375, 0.127358619, 45, 30.054542792265522, 98, 'High Risk'),
(191970, 97, 14, '24:46.2', 36.464957146299504, 95.68514870725083, 111, 71, 83, 'Female', 64.94113422052843, 1.7575661479206337, 0.061011523, 40, 21.023088143374636, 84.33333333333333, 'High Risk'),
(191971, 85, 12, '23:46.2', 37.28972853875244, 97.43504583687975, 118, 70, 80, 'Female', 75.25466362581443, 1.7987381904496538, 0.097916066, 48, 23.259346453363722, 86, 'Low Risk'),
(191972, 96, 13, '22:46.2', 37.49439816663148, 98.0725924, 127, 75, 58, 'Female', 51.93643752928538, 1.8962995881830966, 0.096644674, 52, 14.443028071149703, 92.33333333333333, 'High Risk'),
(191973, 91, 14, '21:46.2', 36.04831378435951, 99.25228937620157, 114, 75, 86, 'Female', 97.63811929961875, 1.8632520275331095, 0.06945785, 39, 28.12394244504594, 88, 'High Risk'),
(191974, 83, 16, '20:46.2', 37.261286258277735, 97.59624198714067, 115, 85, 37, 'Male', 81.42635946693224, 1.976866321288207, 0.084848925, 30, 20.835811167878877, 95, 'Low Risk'),
(191975, 89, 13, '19:46.2', 36.428455339942325, 97.07360849730121, 118, 81, 28, 'Female', 94.11088042906718, 1.7446861761528685, 0.077857621, 37, 30.917558868286466, 93.33333333333333, 'High Risk'),
(191976, 84, 14, '18:46.2', 37.26908344661128, 99.26492845609795, 127, 79, 58, 'Female', 92.65288764994132, 1.5415872699773199, 0.091197329, 48, 38.98726127160321, 95, 'High Risk'),
(191977, 85, 18, '17:46.2', 37.394745618865755, 98.53565392504201, 124, 77, 87, 'Female', 99.48714813909055, 1.9591741723743459, 0.11029727681815746, 47, 25.919157931208886, 92.66666666666667, 'Low Risk'),
(191978, 74, 13, '16:46.2', 36.767416187049264, 96.81015055614618, 112, 82, 39, 'Female', 85.92286719869755, 1.9851276870861754, 0.14225396747314006, 30, 21.803783824162615, 92, 'Low Risk'),
(191979, 83, 14, '15:46.2', 36.410408193958816, 95.19595933027735, 126, 83, 77, 'Male', 96.42050554880589, 1.8997102865844036, 0.086551911, 43, 26.717428481069664, 97.33333333333333, 'Low Risk'),
(191980, 92, 14, '14:46.2', 37.21311125247645, 96.19633360076686, 118, 82, 45, 'Female', 91.43518696826499, 1.8411522793830917, 0.1431334124872971, 36, 26.973290976978394, 94, 'High Risk'),
(191981, 75, 16, '13:46.2', 37.37993529467511, 96.21029056032884, 111, 88, 32, 'Male', 61.52026988920411, 1.6773873239978259, 0.13885359241172662, 23, 21.865102549902396, 95.66666666666667, 'Low Risk'),
(191982, 92, 14, '12:46.2', 37.21664743461211, 97.70064179269535, 117, 72, 83, 'Male', 74.31658307580618, 1.6248189890188791, 0.066334313, 45, 28.14982903480678, 87, 'High Risk'),
(191983, 71, 15, '11:46.2', 36.30140066047897, 99.22596536538873, 113, 89, 68, 'Male', 53.03494297802335, 1.522657707841293, 0.10246910441917198, 24, 22.874812118471688, 97, 'Low Risk'),
(191984, 89, 12, '10:46.2', 36.66532929455768, 95.42039984629814, 120, 77, 73, 'Male', 61.46099733772816, 1.5857679661351756, 0.1245070081548496, 43, 24.441076050410675, 91.33333333333333, 'Low Risk'),
(191985, 93, 17, '09:46.2', 37.47153145758433, 98.34423756394618, 124, 85, 70, 'Female', 76.56065461792586, 1.8104935525766839, 0.10089898606360351, 39, 23.356710241078446, 98, 'High Risk'),
(191986, 61, 13, '08:46.2', 37.39236653915067, 97.94829527, 112, 75, 42, 'Female', 79.70175872887249, 1.5392476795401224, 0.058192757, 37, 33.639605161096775, 87.33333333333333, 'High Risk'),
(191987, 63, 18, '07:46.2', 36.46525311820629, 99.22039452414612, 133, 87, 85, 'Female', 82.40280950344604, 1.5047208022671557, 0.11785344350547677, 46, 36.39403170879754, 102.33333333333333, 'High Risk'),
(191988, 62, 19, '06:46.2', 37.23717849478096, 98.50324818747137, 136, 86, 18, 'Male', 86.35101901359042, 1.8574493294352892, 0.072375887, 50, 25.028424745987145, 102.66666666666666, 'Low Risk'),
(191989, 89, 18, '05:46.2', 37.016609007660236, 95.89934544, 119, 74, 46, 'Female', 56.30185030414875, 1.8686035640556962, 0.12137607017920461, 45, 16.124576685225218, 89, 'High Risk'),
(191990, 95, 17, '04:46.2', 36.73890270089116, 98.07450013258268, 125, 78, 45, 'Female', 64.57158596007176, 1.7977557077280981, 0.12457037066658298, 47, 19.9792923, 93.66666666666667, 'High Risk'),
(191991, 84, 16, '03:46.2', 36.11383254048161, 98.44442347550334, 117, 75, 51, 'Male', 83.16391273839082, 1.5997181867810013, 0.093505528, 42, 32.497350133833706, 89, 'High Risk'),
(191992, 66, 14, '02:46.2', 36.89629737460143, 95.56155055509578, 136, 83, 89, 'Female', 55.59045254725483, 1.8658367538516833, 0.060663669, 53, 15.968088176282723, 100.66666666666666, 'High Risk'),
(191993, 73, 18, '01:46.2', 37.151194153340526, 98.55865051593581, 129, 87, 87, 'Male', 99.61216506099584, 1.9529366822266152, 0.075091461, 42, 26.11776763734773, 101, 'Low Risk'),
(191994, 84, 15, '00:46.2', 36.492204529092746, 99.60756298755376, 125, 87, 49, 'Female', 86.91771867480752, 1.5852335006904812, 0.057455339, 38, 34.58771211245925, 99.66666666666667, 'High Risk'),
(191995, 79, 18, '59:46.2', 36.61800670485514, 96.73966762921944, 112, 75, 49, 'Female', 55.871921469858734, 1.5846056311875962, 0.063787986, 37, 22.251086262365114, 87.33333333333333, 'Low Risk'),
(191996, 86, 15, '58:46.2', 37.103612580372726, 96.81990471, 122, 77, 61, 'Female', 50.40423194, 1.9033376459115883, 0.070420256, 45, 13.913465844384037, 92, 'High Risk'),
(191997, 61, 16, '57:46.2', 36.71205373679702, 98.79245035714013, 127, 87, 70, 'Male', 56.224060779706164, 1.7233456792162931, 0.14657128927325302, 40, 18.931168021707627, 100.33333333333333, 'Low Risk'),
(191998, 60, 18, '56:46.2', 37.447766781487275, 98.75180629, 130, 89, 82, 'Male', 75.69593946865177, 1.8387132075399495, 0.12372033168786255, 41, 22.389510160042224, 102.66666666666667, 'Low Risk'),
(191999, 79, 14, '55:46.2', 36.19711427134125, 96.57138158315588, 119, 75, 22, 'Female', 91.75618973917076, 1.759859391636459, 0.050366471611302345, 44, 29.626437404770222, 89.66666666666667, 'Low Risk'),
(192000, 73, 13, '54:46.2', 36.334252401848275, 96.26073329670156, 139, 79, 50, 'Female', 99.57382524, 1.528184511202648, 0.072374982, 60, 42.63768375754827, 99, 'High Risk'),
(192001, 90, 16, '53:46.2', 36.662040497862826, 99.25933993293687, 138, 80, 53, 'Female', 58.64749177441445, 1.668214057746999, 0.11826545420956706, 58, 21.073947307529203, 99.33333333333333, 'Low Risk'),
(192002, 95, 16, '52:46.2', 36.48411781808986, 95.55952974296527, 120, 71, 59, 'Male', 55.640501979937746, 1.6045598052810823, 0.1293879673118196, 49, 21.61121688767629, 87.33333333333333, 'High Risk'),
(192003, 77, 16, '51:46.2', 36.215328720639135, 99.56903400135957, 137, 72, 67, 'Female', 57.614153609636666, 1.8054921053264186, 0.12370768348633197, 65, 17.674128110407427, 93.66666666666666, 'High Risk'),
(192004, 65, 18, '50:46.2', 37.39178616731993, 95.52956162029808, 124, 80, 52, 'Male', 56.35503728854499, 1.8118842407159161, 0.1184502425691573, 44, 17.166108224061734, 94.66666666666667, 'High Risk'),
(192005, 73, 13, '49:46.2', 36.37580749688195, 95.02625474823472, 120, 89, 44, 'Female', 74.01658639496975, 1.659171524359091, 0.05374726, 31, 26.88725591, 99.33333333333333, 'Low Risk'),
(192006, 98, 15, '48:46.2', 36.85331223137417, 98.24849949, 139, 77, 30, 'Male', 52.05240323926516, 1.9930937447169184, 0.1359645782640832, 62, 13.10344026677755, 97.66666666666666, 'High Risk'),
(192007, 61, 18, '47:46.2', 36.211283331194075, 96.75379611109905, 122, 87, 20, 'Male', 66.86939336844247, 1.5108672494436588, 0.10637987908997118, 35, 29.293736374167647, 98.66666666666667, 'Low Risk'),
(192008, 79, 17, '46:46.2', 36.48552160331844, 95.39810914383989, 136, 82, 62, 'Male', 57.52955815695392, 1.521010517483714, 0.11206386062085363, 54, 24.867183796307305, 100, 'Low Risk'),
(192009, 95, 19, '45:46.2', 36.38005777062291, 95.99064071701477, 129, 85, 29, 'Female', 69.33944140749489, 1.8187598456044167, 0.10459803895625168, 44, 20.96185073014747, 99.66666666666667, 'High Risk'),
(192010, 68, 18, '44:46.2', 36.606489988435754, 96.09683596534431, 112, 81, 87, 'Male', 81.78000657896428, 1.534442470480575, 0.1327481894564077, 31, 34.73328982761043, 91.33333333333333, 'High Risk'),
(192011, 96, 13, '43:46.2', 37.36908191857203, 95.78636328, 114, 81, 54, 'Female', 86.07144126849535, 1.9862659964473515, 0.054846321, 33, 21.81645887006979, 92, 'High Risk'),
(192012, 95, 16, '42:46.2', 37.03741191920668, 98.50974108659568, 121, 76, 79, 'Male', 59.54204370204309, 1.8200692579919278, 0.13556770406543922, 45, 17.974131250357527, 91, 'High Risk'),
(192013, 65, 19, '41:46.2', 37.18238754288186, 99.51111783669259, 137, 86, 49, 'Male', 98.21771645676128, 1.7230990716313326, 0.12704328059606174, 51, 33.08029210227974, 103, 'High Risk'),
(192014, 83, 19, '40:46.2', 37.33372587503784, 97.48782973526858, 129, 79, 58, 'Female', 57.560150702604645, 1.9277344652416437, 0.054966076700613535, 50, 15.489146886298128, 95.66666666666666, 'High Risk'),
(192015, 62, 13, '39:46.2', 36.77134524455227, 98.84853221403112, 114, 76, 69, 'Male', 95.54159305176496, 1.8027262516446956, 0.088633932, 38, 29.399023966130496, 88.66666666666667, 'Low Risk'),
(192016, 81, 13, '38:46.2', 37.18452658160733, 97.93620963496677, 122, 75, 59, 'Male', 71.70764704, 1.9383356968023546, 0.06427203, 47, 19.085673249910634, 90.66666666666667, 'Low Risk'),
(192017, 73, 15, '37:46.2', 36.62200830389774, 97.7716492, 128, 72, 35, 'Female', 90.71228046442045, 1.5147934739321394, 0.053295561, 56, 39.53295100503632, 90.66666666666666, 'High Risk'),
(192018, 79, 19, '36:46.2', 36.66152650649767, 97.83684129899137, 128, 84, 67, 'Female', 96.46110846482165, 1.627499131843529, 0.12732620858337573, 44, 36.417549321611205, 98.66666666666667, 'High Risk'),
(192019, 91, 15, '35:46.2', 36.98877093655376, 99.68185159099647, 112, 78, 50, 'Female', 68.05786315101867, 1.9752120815368297, 0.062796486, 34, 17.444191375045598, 89.33333333333333, 'High Risk'),
(192020, 70, 15, '34:46.2', 36.79911329802073, 98.06067791146283, 114, 77, 40, 'Female', 69.67191377855988, 1.9648020413973977, 0.057081305, 37, 18.047628334693833, 89.33333333333333, 'High Risk'),
(192021, 69, 15, '33:46.2', 37.374642288300926, 95.89711649685398, 134, 89, 74, 'Male', 90.15048395747625, 1.5102844303592515, 0.10423965923249971, 45, 39.52306094188853, 104, 'High Risk'),
(192022, 84, 17, '32:46.2', 36.87776983565455, 99.60379942037348, 128, 78, 49, 'Male', 96.58719052292011, 1.9295949919178152, 0.087166291, 50, 25.941029474197503, 94.66666666666666, 'Low Risk'),
(192023, 96, 16, '31:46.2', 36.97545768571257, 95.76069126808304, 119, 72, 28, 'Male', 93.33640480913431, 1.6549551154934394, 0.055658843905292646, 47, 34.07835550385485, 87.66666666666667, 'High Risk'),
(192024, 64, 16, '30:46.2', 37.350085141419925, 97.44811665730369, 139, 84, 75, 'Female', 76.44194481017824, 1.8660472676963415, 0.14650150052502217, 55, 21.952624401741485, 102.33333333333333, 'Low Risk'),
(192025, 81, 19, '29:46.2', 37.24354713, 98.05908603427844, 124, 73, 52, 'Male', 81.46970248463597, 1.5736079954540418, 0.095883792, 51, 32.900539780089254, 90, 'High Risk'),
(192026, 93, 16, '28:46.2', 36.14827485035038, 95.67377008488198, 121, 83, 44, 'Male', 55.91642617199919, 1.7141981980079048, 0.054571934, 38, 19.029060100751053, 95.66666666666667, 'High Risk'),
(192027, 87, 18, '27:46.2', 36.22824487081778, 97.60155470581108, 118, 78, 22, 'Female', 97.85307777457612, 1.8199820579231523, 0.12411779349238328, 40, 29.542026062662952, 91.33333333333333, 'Low Risk'),
(192028, 91, 15, '26:46.2', 36.13663497320825, 97.17061631295196, 129, 87, 83, 'Male', 90.70905493093873, 1.687039765264216, 0.14006200417814318, 42, 31.871316507559115, 101, 'High Risk'),
(192029, 94, 12, '25:46.2', 36.50992143682645, 95.03350717412967, 125, 88, 62, 'Female', 89.60716207, 1.6348924281835169, 0.058542945, 37, 33.524658161434495, 100.33333333333333, 'High Risk'),
(192030, 79, 17, '24:46.2', 37.33000345034573, 96.07277422632976, 123, 80, 63, 'Male', 98.35913972, 1.8278874752096521, 0.092570012, 43, 29.438508824667426, 94.33333333333333, 'Low Risk'),
(192031, 80, 19, '23:46.2', 36.59128364146517, 95.96172049, 115, 79, 31, 'Male', 96.74299558610431, 1.6993020683020377, 0.093852725, 36, 33.502588176041485, 91, 'High Risk'),
(192032, 76, 12, '22:46.2', 37.316754180031644, 96.41928809326131, 136, 88, 75, 'Male', 68.24718280145017, 1.9474266312187205, 0.078026509, 48, 17.995442044898976, 104, 'High Risk'),
(192033, 88, 18, '21:46.2', 37.01313593, 98.78264626800305, 122, 71, 74, 'Female', 51.53720271340597, 1.7660259776805565, 0.06738203, 51, 16.52443683726137, 88, 'High Risk'),
(192034, 91, 15, '20:46.2', 36.67817175144501, 98.95362723679033, 134, 83, 88, 'Female', 70.11774470661787, 1.9369960741855619, 0.061468537221715414, 51, 18.68832843, 100, 'High Risk'),
(192035, 69, 17, '19:46.2', 37.26696151704913, 97.3080421, 117, 75, 29, 'Female', 68.07062952562721, 1.5165781467164825, 0.097829643, 42, 29.595806531139665, 89, 'Low Risk'),
(192036, 78, 19, '18:46.2', 36.172325332524714, 95.78234189795474, 129, 82, 53, 'Male', 93.22222133110444, 1.5927557304936562, 0.073276767, 47, 36.74693275891609, 97.66666666666667, 'High Risk'),
(192037, 99, 15, '17:46.2', 36.787192503534946, 95.62194379880629, 137, 70, 48, 'Female', 91.88446173778287, 1.599245502668266, 0.12103394050449652, 67, 35.926242695232524, 92.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(192038, 73, 13, '16:46.2', 36.13339332973839, 97.41768222593446, 114, 70, 81, 'Female', 53.95220052661988, 1.7816039797987742, 0.050967599, 44, 16.99756906316749, 84.66666666666667, 'High Risk'),
(192039, 98, 15, '15:46.2', 37.10439744257901, 95.47413741865219, 128, 79, 42, 'Female', 82.46133719218759, 1.7565219981865585, 0.05723825, 49, 26.726567559367663, 95.33333333333333, 'High Risk'),
(192040, 62, 17, '14:46.2', 37.079771557332215, 96.41556477500332, 115, 73, 72, 'Female', 72.33040825055518, 1.5391545378312568, 0.096921294, 42, 30.53208496042806, 87, 'High Risk'),
(192041, 84, 12, '13:46.2', 36.805113509734916, 97.30932186, 128, 72, 38, 'Male', 82.98038295293415, 1.5627095205468198, 0.078816553, 56, 33.97965136956095, 90.66666666666666, 'High Risk'),
(192042, 72, 12, '12:46.2', 36.080407457308674, 97.73021982986407, 138, 83, 78, 'Female', 70.66799127437389, 1.7226724378946987, 0.1238195432017807, 55, 23.813176795031353, 101.33333333333333, 'Low Risk'),
(192043, 92, 18, '11:46.2', 36.491876903831944, 98.03352751814697, 129, 88, 25, 'Male', 51.65725389896919, 1.869528699098194, 0.078211017, 41, 14.77974845344198, 101.66666666666667, 'High Risk'),
(192044, 60, 19, '10:46.2', 37.42147382621965, 98.36645017280442, 128, 86, 51, 'Male', 99.02262255404244, 1.5538918960582953, 0.10678055045829205, 42, 41.01028814275261, 100, 'High Risk'),
(192045, 72, 18, '09:46.2', 37.07379930169938, 99.31983906, 125, 79, 35, 'Female', 68.37693960038249, 1.589669062, 0.050027620997188355, 46, 27.058032539347963, 94.33333333333333, 'Low Risk'),
(192046, 91, 12, '08:46.2', 36.426129106636104, 96.10472493396526, 120, 79, 37, 'Male', 50.330122593588875, 1.8097258225667203, 0.11338194808279203, 41, 15.367471687934113, 92.66666666666667, 'High Risk'),
(192047, 86, 14, '07:46.2', 36.98130126710883, 96.53617361176038, 114, 73, 43, 'Female', 69.02181332062639, 1.6355509196198772, 0.1115912155200077, 41, 25.802288427663896, 86.66666666666667, 'Low Risk'),
(192048, 65, 16, '06:46.2', 36.19554237, 97.41768985537762, 130, 87, 35, 'Female', 91.21537628304648, 1.6631392902248074, 0.076891014, 43, 32.97697439262137, 101.33333333333333, 'High Risk'),
(192049, 89, 13, '05:46.2', 36.677460289396016, 96.25107887002534, 121, 84, 46, 'Female', 61.14847262894637, 1.7918842714276806, 0.057938098, 37, 19.044330025050012, 96.33333333333333, 'Low Risk'),
(192050, 65, 13, '04:46.2', 36.357267251332125, 99.04504619103933, 128, 84, 33, 'Female', 55.11242304051803, 1.6358991583485294, 0.1286766369225265, 44, 20.593797948777215, 98.66666666666667, 'Low Risk'),
(192051, 68, 19, '03:46.2', 36.71255253346626, 95.04498045090857, 110, 73, 28, 'Male', 61.60379482382808, 1.7689707082860944, 0.14703708854808278, 37, 19.68639444, 85.33333333333333, 'Low Risk'),
(192052, 69, 15, '02:46.2', 37.17211064595185, 96.8529935, 123, 72, 89, 'Female', 60.74431750114569, 1.7578254495276202, 0.12385858768577727, 51, 19.65867130120607, 89, 'Low Risk'),
(192053, 82, 19, '01:46.2', 36.729087605096396, 99.33714698635822, 119, 75, 73, 'Male', 94.6075472, 1.7982317593175707, 0.13353495818411942, 44, 29.257314205448502, 89.66666666666667, 'Low Risk'),
(192054, 86, 14, '00:46.2', 37.47015025669353, 95.46592845140533, 125, 71, 52, 'Female', 73.07813907708145, 1.589534297705302, 0.07339811, 54, 28.923288740792422, 89, 'Low Risk'),
(192055, 89, 14, '59:46.2', 36.642038377781525, 97.26469749823164, 127, 86, 34, 'Female', 89.52077861500447, 1.7519548893258363, 0.13168380586224204, 41, 29.166076595202522, 99.66666666666667, 'Low Risk'),
(192056, 82, 13, '58:46.2', 37.21900622836256, 97.55779928208312, 123, 82, 59, 'Male', 79.75933873, 1.6194009296524943, 0.060430474, 41, 30.41394639382676, 95.66666666666667, 'High Risk'),
(192057, 61, 19, '57:46.2', 36.592603434064685, 99.22471248316492, 137, 72, 46, 'Female', 66.47032850226651, 1.6360916441494773, 0.067549971, 65, 24.832049875565026, 93.66666666666666, 'Low Risk'),
(192058, 83, 18, '56:46.2', 36.18650060924341, 97.85895785323395, 110, 71, 60, 'Female', 69.19581313, 1.6242610176806418, 0.084250577, 39, 26.22818114288087, 84, 'Low Risk'),
(192059, 86, 13, '55:46.2', 36.37081362, 97.04099183187186, 125, 75, 60, 'Male', 68.04683192484863, 1.600795937961169, 0.14883565913619412, 50, 26.554367612774186, 91.66666666666666, 'Low Risk'),
(192060, 67, 18, '54:46.2', 37.24291136876849, 98.17044744539342, 126, 74, 23, 'Male', 53.86538696898491, 1.5300250456679867, 0.076186516, 52, 23.00979259683719, 91.33333333333333, 'Low Risk'),
(192061, 66, 14, '53:46.2', 36.87690501613843, 95.44570571057918, 121, 80, 73, 'Female', 92.59588437893748, 1.8600497139806558, 0.12962510506473507, 41, 26.76347981895974, 93.66666666666667, 'Low Risk'),
(192062, 63, 19, '52:46.2', 36.801837813149085, 95.77229015313006, 118, 84, 55, 'Male', 60.38289386, 1.8476684246598194, 0.10262731791587348, 34, 17.687475391783536, 95.33333333333333, 'High Risk'),
(192063, 84, 16, '51:46.2', 36.305798440623995, 96.43755873285888, 115, 88, 18, 'Male', 84.20210125520472, 1.7797865205582573, 0.085690535, 27, 26.581966288222564, 97, 'Low Risk'),
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(192238, 93, 18, '56:46.2', 37.193841464522414, 99.54613945469242, 126, 73, 83, 'Male', 99.21686633, 1.8105145285303768, 0.070590815, 53, 30.267843361060038, 90.66666666666666, 'High Risk'),
(192239, 61, 14, '55:46.2', 36.52410276311658, 99.17663786008264, 111, 70, 32, 'Female', 63.13527797, 1.8915450955379933, 0.095081489, 41, 17.645692131121805, 83.66666666666667, 'High Risk'),
(192240, 86, 16, '54:46.2', 36.716202987465934, 96.89632984702286, 128, 85, 85, 'Female', 53.214209345113595, 1.8589764874674164, 0.11909314865297572, 43, 15.398549739299506, 99.33333333333333, 'High Risk'),
(192241, 79, 13, '53:46.2', 36.81073666696363, 99.12196282404146, 129, 79, 50, 'Male', 71.60729127529696, 1.9418090933526297, 0.14707960806585302, 50, 18.990840432922866, 95.66666666666666, 'Low Risk'),
(192242, 70, 19, '52:46.2', 36.53683875127674, 99.88006830537918, 114, 81, 75, 'Female', 86.68108473, 1.8596800699448097, 0.13068808700885692, 33, 25.063854682077384, 92, 'Low Risk'),
(192243, 80, 12, '51:46.2', 36.56292826685224, 99.74340860239883, 125, 77, 39, 'Male', 54.86232274339625, 1.9140422055504227, 0.075299271, 48, 14.97514964, 93, 'High Risk'),
(192244, 70, 15, '50:46.2', 36.91206942607571, 96.25857024591346, 124, 77, 83, 'Female', 77.55925182410228, 1.702623584073546, 0.077715524, 47, 26.75446811074634, 92.66666666666667, 'Low Risk'),
(192245, 81, 14, '49:46.2', 36.41191024113017, 98.43171596633684, 119, 72, 22, 'Male', 89.76115485419407, 1.7716147193748935, 0.092536009, 47, 28.598935721788536, 87.66666666666667, 'Low Risk'),
(192246, 90, 19, '48:46.2', 36.32729205086175, 96.14428367765638, 132, 79, 60, 'Female', 80.94888863, 1.7182589438883147, 0.094538096, 53, 27.417866925440098, 96.66666666666666, 'Low Risk'),
(192247, 82, 13, '47:46.2', 36.555611841813004, 99.9609845, 125, 71, 27, 'Male', 86.79907588546956, 1.7023409310066282, 0.094511152, 54, 29.95173734221748, 89, 'Low Risk'),
(192248, 60, 19, '46:46.2', 37.069890906546746, 97.95129118, 118, 81, 57, 'Female', 80.59343745567236, 1.5732103236935586, 0.1494781141791507, 37, 32.56312709398362, 93.33333333333333, 'High Risk'),
(192249, 60, 16, '45:46.2', 36.12645494110347, 97.70532468220202, 133, 76, 72, 'Male', 75.40238711632747, 1.687754936, 0.068400639, 57, 26.47075458255124, 95, 'Low Risk'),
(192250, 69, 12, '44:46.2', 36.49854470148941, 96.10490443645521, 137, 71, 44, 'Female', 71.64768449, 1.5876173642677749, 0.078593391, 66, 28.425654878854804, 93, 'Low Risk'),
(192251, 80, 14, '43:46.2', 36.26652340046219, 95.66479276023757, 134, 77, 83, 'Female', 87.69082762637424, 1.5100344724342651, 0.07281253, 57, 38.45744655973063, 96, 'High Risk'),
(192252, 83, 16, '42:46.2', 36.971460403026256, 97.11766901700747, 110, 78, 88, 'Female', 52.38895710425099, 1.9023694812982443, 0.052021797294534836, 32, 14.476047943159122, 88.66666666666667, 'High Risk'),
(192253, 96, 17, '41:46.2', 37.43584921168688, 98.20725788024703, 110, 74, 19, 'Male', 70.99350301941516, 1.6847473242831794, 0.10980111903541012, 36, 25.01203659485617, 86, 'High Risk'),
(192254, 80, 14, '40:46.2', 36.12613083313886, 97.18281216992875, 123, 71, 84, 'Male', 54.22226494004076, 1.9575245047969942, 0.11120178377794174, 52, 14.15022155985127, 88.33333333333333, 'High Risk'),
(192255, 88, 15, '39:46.2', 36.26680804443455, 95.04832644, 134, 72, 77, 'Female', 86.28452533930681, 1.9245506280972007, 0.10035004829923237, 62, 23.29561787, 92.66666666666666, 'Low Risk'),
(192256, 79, 15, '38:46.2', 36.47263345, 99.37840153709956, 134, 89, 44, 'Female', 61.72815126422311, 1.5262696506612956, 0.12622180505571995, 45, 26.498465992582965, 104, 'Low Risk'),
(192257, 69, 13, '37:46.2', 36.76151695605996, 96.71875837299736, 110, 89, 44, 'Female', 85.94394765762594, 1.5479446056715696, 0.13089337325960096, 21, 35.86777758647441, 96, 'High Risk'),
(192258, 62, 14, '36:46.2', 37.13924171556977, 99.24782184599272, 131, 88, 53, 'Male', 88.87586130240918, 1.7386344008927672, 0.050041227, 43, 29.401350927741937, 102.33333333333333, 'Low Risk'),
(192259, 91, 15, '35:46.2', 36.866824323032205, 95.54155293468277, 120, 79, 37, 'Male', 55.37835011240884, 1.799541630617787, 0.11515506370767643, 41, 17.100791680566243, 92.66666666666667, 'High Risk'),
(192260, 82, 17, '34:46.2', 36.71126838195175, 96.89258933863502, 139, 88, 52, 'Male', 53.63868001216938, 1.6785841925036258, 0.061103291, 51, 19.036706924052048, 105, 'Low Risk'),
(192261, 81, 17, '33:46.2', 36.73784026379161, 97.82901229980871, 123, 84, 20, 'Female', 58.65948433544144, 1.6262825266079657, 0.10700405296452989, 39, 22.179219, 97, 'Low Risk'),
(192262, 78, 17, '32:46.2', 36.457639673386886, 97.83011504251179, 127, 75, 67, 'Male', 89.59571236331135, 1.7698078623047964, 0.1261937892270082, 52, 28.60454122, 92.33333333333333, 'Low Risk'),
(192263, 94, 19, '31:46.2', 36.50688901535328, 97.78488405, 135, 80, 47, 'Female', 76.30643803113935, 1.5039991687451013, 0.13304899471102846, 55, 33.733856161825145, 98.33333333333333, 'High Risk'),
(192264, 62, 16, '30:46.2', 37.16486330435568, 98.09496811743574, 118, 83, 34, 'Male', 93.44769701774607, 1.8823832996539192, 0.092341785, 35, 26.37257162543418, 94.66666666666667, 'Low Risk'),
(192265, 98, 19, '29:46.2', 36.24472632296459, 95.18040548936045, 121, 80, 58, 'Female', 52.94749805786941, 1.8377980487257957, 0.11576362857426833, 41, 15.676527582822706, 93.66666666666667, 'High Risk'),
(192266, 94, 18, '28:46.2', 36.663519902203554, 99.58822188, 135, 75, 69, 'Female', 88.09714395, 1.5406687264846737, 0.14448423792261245, 60, 37.11447272069658, 95, 'High Risk'),
(192267, 70, 13, '27:46.2', 36.21882633204865, 99.43482079, 119, 88, 67, 'Female', 99.50137435, 1.5253613007702294, 0.06398166, 31, 42.76452294068585, 98.33333333333333, 'High Risk'),
(192268, 67, 12, '26:46.2', 36.74165637840651, 96.62069217985751, 115, 76, 27, 'Female', 91.46231243788897, 1.7626350132033517, 0.11059600107587267, 39, 29.438616224018674, 89, 'Low Risk'),
(192269, 86, 12, '25:46.2', 36.236692088478165, 99.09465349944489, 139, 85, 54, 'Female', 79.16544388765666, 1.7797886484498116, 0.1342360667588685, 54, 24.991871904929052, 103, 'Low Risk'),
(192270, 60, 12, '24:46.2', 37.24561069861094, 97.46782829450487, 129, 72, 50, 'Female', 94.73310459904448, 1.771467521010584, 0.12369383644600586, 57, 30.188072333553414, 91, 'High Risk'),
(192271, 61, 14, '23:46.2', 37.341029486128484, 99.93536459, 127, 88, 83, 'Male', 64.04489137551465, 1.667977818957875, 0.10757637418095166, 39, 23.01992749172707, 101, 'Low Risk'),
(192272, 97, 16, '22:46.2', 36.22035910103906, 97.05872662971233, 115, 78, 26, 'Female', 84.67877495351868, 1.9002542303651642, 0.13450736315767917, 37, 23.450448348162357, 90.33333333333333, 'High Risk'),
(192273, 78, 14, '21:46.2', 36.142951570732585, 99.06160597078198, 122, 86, 27, 'Female', 73.21874457781375, 1.5454796510665492, 0.096872829, 36, 30.65460297652934, 98, 'High Risk'),
(192274, 88, 17, '20:46.2', 36.67901013103455, 97.18275509557851, 126, 74, 52, 'Male', 65.65227996411672, 1.6312879717698379, 0.12454941241678613, 52, 24.671101777482292, 91.33333333333333, 'Low Risk'),
(192275, 85, 12, '19:46.2', 37.09691302303605, 99.18025903558085, 114, 87, 50, 'Male', 92.45826375885362, 1.6067359559182062, 0.095289535, 27, 35.81431991231051, 96, 'High Risk'),
(192276, 64, 12, '18:46.2', 37.44855992181058, 99.15695261030699, 132, 84, 75, 'Male', 84.87712481430623, 1.9970868767774896, 0.084108475, 48, 21.28123090186257, 100, 'Low Risk'),
(192277, 77, 12, '17:46.2', 37.39697203297666, 97.20686360724386, 127, 89, 85, 'Male', 90.73800766, 1.8336213316906398, 0.078411043, 38, 26.987952290839075, 101.66666666666667, 'Low Risk'),
(192278, 72, 18, '16:46.2', 36.36023966791334, 97.17030797039196, 121, 77, 50, 'Male', 72.79917860800077, 1.5284517235569572, 0.068029809, 44, 31.16183525249022, 91.66666666666667, 'High Risk'),
(192279, 80, 19, '15:46.2', 36.845718370785754, 99.21297821354607, 135, 70, 22, 'Female', 56.41128081249809, 1.6225784006701105, 0.11356397487787852, 65, 21.426664996223554, 91.66666666666666, 'Low Risk'),
(192280, 63, 18, '14:46.2', 37.34902189484483, 96.59022701675832, 114, 73, 81, 'Female', 93.05753645, 1.752008246844427, 0.071992551, 41, 30.316513807352457, 86.66666666666667, 'High Risk'),
(192281, 66, 15, '13:46.2', 37.003594306219604, 95.90616486412318, 110, 74, 24, 'Female', 72.94136780845896, 1.6164981459758767, 0.058764361, 36, 27.91409044548834, 86, 'Low Risk'),
(192282, 77, 15, '12:46.2', 36.952355378077925, 97.46505493, 119, 74, 18, 'Female', 70.74156646819584, 1.862103166065457, 0.093501471, 45, 20.401739377428378, 89, 'Low Risk'),
(192283, 73, 12, '11:46.2', 36.66790091465531, 97.03045417, 127, 70, 73, 'Female', 79.92196927, 1.735527443856193, 0.075681761, 57, 26.53402935323184, 89, 'Low Risk'),
(192284, 85, 18, '10:46.2', 36.99683085958563, 97.44120740300005, 125, 73, 60, 'Female', 75.9046677, 1.6725112852076278, 0.13337667289699126, 52, 27.13503397183624, 90.33333333333333, 'Low Risk'),
(192285, 74, 16, '09:46.2', 36.276129849308134, 99.36042693431936, 119, 71, 23, 'Female', 57.68928900068635, 1.7443036020169007, 0.10537037487677053, 48, 18.96055437503911, 87, 'Low Risk'),
(192286, 63, 19, '08:46.2', 36.33015345854141, 95.59502998873764, 125, 70, 62, 'Female', 86.94445640105766, 1.9461427145414447, 0.077932149, 55, 22.955804999769313, 88.33333333333333, 'Low Risk'),
(192287, 97, 18, '07:46.2', 37.40250288767048, 96.46140858401007, 129, 75, 44, 'Male', 70.22857504171012, 1.9231467036947008, 0.1028458001658214, 54, 18.988428641024512, 93, 'High Risk'),
(192288, 75, 19, '06:46.2', 37.14964679905777, 97.05871647040485, 116, 71, 65, 'Female', 50.235503082323845, 1.9445222011189893, 0.095598956, 45, 13.285715368007457, 86, 'High Risk'),
(192289, 99, 19, '05:46.2', 36.129208689027784, 95.58296339780355, 133, 75, 33, 'Female', 66.84267002299637, 1.616029238543326, 0.057967243, 58, 25.595013394313572, 94.33333333333333, 'High Risk'),
(192290, 81, 12, '04:46.2', 36.194922213184505, 95.5211096, 119, 72, 60, 'Male', 89.79425767093724, 1.771831741967861, 0.089068156, 47, 28.60247463099892, 87.66666666666667, 'Low Risk'),
(192291, 67, 15, '03:46.2', 37.43558486997722, 97.67528680300998, 110, 71, 89, 'Female', 77.91954860056045, 1.9280852622494449, 0.12510679637639435, 39, 20.960129323866656, 84, 'Low Risk'),
(192292, 65, 12, '02:46.2', 36.68615868644088, 96.06665712629267, 122, 85, 42, 'Female', 73.60808408486866, 1.5260447707618816, 0.071327451, 37, 31.607559468574827, 97.33333333333333, 'High Risk'),
(192293, 76, 12, '01:46.2', 36.366006062858915, 96.66306416, 125, 78, 83, 'Female', 67.77546403, 1.6035848276623565, 0.084751098, 47, 26.356553701669867, 93.66666666666667, 'Low Risk'),
(192294, 82, 12, '00:46.2', 36.78824726286439, 98.76441763238198, 124, 70, 23, 'Male', 75.32824031146437, 1.6273849394428255, 0.098009505, 54, 28.443120242724717, 88, 'Low Risk'),
(192295, 65, 19, '59:46.2', 37.17708891, 99.86944743305466, 111, 75, 25, 'Female', 53.73628796606438, 1.7476832341163462, 0.12546488978003817, 36, 17.593093980913864, 87, 'High Risk'),
(192296, 71, 19, '58:46.2', 37.18877127507581, 95.37852275998739, 125, 84, 24, 'Male', 67.07957878764856, 1.704421242720569, 0.12975748156260916, 41, 23.090665515663254, 97.66666666666667, 'Low Risk'),
(192297, 82, 19, '57:46.2', 36.29199860613893, 97.95101175225078, 115, 88, 80, 'Male', 57.486725420758674, 1.6944632023616308, 0.097074758, 27, 20.021807751706742, 97, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(192298, 83, 16, '56:46.2', 37.48079182, 98.68032452048824, 135, 77, 58, 'Male', 59.461601777081626, 1.9322958485891886, 0.074346952, 58, 15.925363808689022, 96.33333333333333, 'High Risk'),
(192299, 76, 19, '55:46.2', 37.43923189980953, 97.39586787640518, 122, 81, 73, 'Female', 60.48238925319091, 1.6265443219442466, 0.084957808, 41, 22.861100613748988, 94.66666666666667, 'Low Risk'),
(192300, 82, 12, '54:46.2', 37.20036762679104, 99.92394556470202, 135, 82, 67, 'Female', 68.19530572427851, 1.9543323877211023, 0.1366669096873122, 53, 17.854908216470303, 99.66666666666666, 'High Risk'),
(192301, 90, 19, '53:46.2', 37.21856014294377, 96.41765737473328, 127, 73, 64, 'Male', 62.17797635736626, 1.559271946690883, 0.093441684, 54, 25.573657971337074, 91, 'Low Risk'),
(192302, 87, 13, '52:46.2', 36.616446790642996, 96.97243, 110, 88, 23, 'Female', 62.18127654728474, 1.6023504337906807, 0.13258331829268444, 22, 24.218354339523373, 95.33333333333333, 'Low Risk'),
(192303, 98, 14, '51:46.2', 36.35461249456504, 96.64757719158341, 121, 74, 87, 'Female', 80.11121700978381, 1.9737738804086828, 0.1404785431779219, 47, 20.563570969835872, 89.66666666666667, 'High Risk'),
(192304, 79, 13, '50:46.2', 37.296382509783044, 95.21705904873191, 115, 72, 27, 'Male', 56.262752982565914, 1.6664535156086733, 0.089776365, 43, 20.25977281276629, 86.33333333333333, 'Low Risk'),
(192305, 84, 18, '49:46.2', 36.78784017970199, 96.08136915195188, 139, 87, 34, 'Male', 96.93451720924817, 1.9466188005767933, 0.10885664615056781, 52, 25.580947393729605, 104.33333333333333, 'Low Risk'),
(192306, 97, 16, '48:46.2', 36.54251609574895, 96.44696026, 115, 76, 51, 'Female', 91.68975449305029, 1.7478535901514478, 0.089449953, 39, 30.013089825646603, 89, 'High Risk'),
(192307, 74, 12, '47:46.2', 37.476266744874984, 98.65810070764338, 113, 88, 63, 'Female', 92.98219697443167, 1.7419540086980922, 0.10666843550180827, 25, 30.642658021370337, 96.33333333333333, 'High Risk'),
(192308, 81, 17, '46:46.2', 36.64923513545132, 98.03839642, 110, 73, 33, 'Male', 60.49427564548736, 1.5829811700810565, 0.14354349472563194, 37, 24.14141841087982, 85.33333333333333, 'Low Risk'),
(192309, 82, 18, '45:46.2', 37.16371230990766, 97.17004654734733, 117, 77, 35, 'Male', 52.945739167907135, 1.7142483029026905, 0.079901046, 40, 18.017044841269648, 90.33333333333333, 'High Risk'),
(192310, 99, 15, '44:46.2', 36.05921391178471, 99.00865856, 123, 84, 39, 'Female', 60.277792098949455, 1.7448291381490075, 0.12404734835547357, 39, 19.799377031412604, 97, 'High Risk'),
(192311, 69, 12, '43:46.2', 36.38076920892124, 97.63863412036794, 137, 89, 37, 'Female', 93.10532930135032, 1.929372209214317, 0.10784283797647636, 48, 25.011659241338002, 105, 'Low Risk'),
(192312, 90, 16, '42:46.2', 36.37507307683945, 97.99509009788531, 124, 85, 76, 'Male', 96.69166469, 1.7219865213350074, 0.067216305, 39, 32.60840391005476, 98, 'High Risk'),
(192313, 94, 13, '41:46.2', 36.02185717576922, 98.84768515394445, 115, 82, 86, 'Female', 90.21188758, 1.5712756908446728, 0.11952007928327311, 33, 36.53919598660528, 93, 'High Risk'),
(192314, 61, 17, '40:46.2', 36.746554228179235, 99.92037803608474, 117, 73, 26, 'Male', 82.04904844, 1.528010827326209, 0.053723519, 44, 35.14153158, 87.66666666666667, 'High Risk'),
(192315, 83, 18, '39:46.2', 36.81861123431304, 99.01914103762631, 135, 88, 26, 'Male', 59.376733109893365, 1.9345935684458615, 0.096999652, 47, 15.864881037806171, 103.66666666666667, 'High Risk'),
(192316, 66, 15, '38:46.2', 36.87208728074031, 95.18128373158717, 137, 88, 35, 'Female', 64.02140823610037, 1.6910235037545682, 0.12622118302607716, 49, 22.388548329150684, 104.33333333333333, 'Low Risk'),
(192317, 62, 14, '37:46.2', 36.871303202851294, 95.84377151934268, 124, 81, 39, 'Female', 79.35176199852842, 1.666054390485017, 0.1155829572332155, 43, 28.587634694728628, 95.33333333333333, 'Low Risk'),
(192318, 89, 18, '36:46.2', 36.83018815587291, 95.25359676, 118, 72, 43, 'Female', 58.73132452740542, 1.604154222176061, 0.11838498819245712, 46, 22.823253703268517, 87.33333333333333, 'Low Risk'),
(192319, 98, 12, '35:46.2', 36.90496328995912, 99.96687229156488, 113, 79, 24, 'Female', 89.80952791774024, 1.9690650195839907, 0.076423573, 34, 23.163399605520105, 90.33333333333333, 'High Risk'),
(192320, 96, 15, '34:46.2', 36.47946692590411, 95.58220696110381, 125, 82, 60, 'Male', 85.54127892777814, 1.5834482233514997, 0.068667301, 43, 34.11677763974458, 96.33333333333333, 'High Risk'),
(192321, 89, 13, '33:46.2', 36.32881561080306, 96.69636143820426, 119, 83, 31, 'Female', 66.535783, 1.7925694651197468, 0.1032993105207809, 36, 20.706337261479955, 95, 'Low Risk'),
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(192498, 99, 19, '36:46.2', 37.18799019669735, 99.44820121602727, 125, 88, 40, 'Male', 78.16977751239222, 1.9015178505983665, 0.13330388835048135, 37, 21.61912250200466, 100.33333333333333, 'High Risk'),
(192499, 78, 18, '35:46.2', 36.01412853047879, 98.92227190518767, 138, 78, 87, 'Female', 93.89930244951212, 1.5863979966108837, 0.083427653, 60, 37.311100644834525, 98, 'High Risk'),
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(192501, 69, 16, '33:46.2', 36.081411840483014, 98.30748984798385, 118, 79, 47, 'Female', 69.67634599937855, 1.9216735947900085, 0.077477907, 39, 18.868011045047766, 92, 'Low Risk'),
(192502, 77, 15, '32:46.2', 37.20889222506281, 98.87213900310786, 121, 76, 72, 'Male', 73.41237107873454, 1.8767444739184809, 0.10242150410432099, 45, 20.84293910358363, 91, 'Low Risk'),
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(192509, 89, 13, '25:46.2', 37.110962799203485, 96.51872026323794, 135, 85, 61, 'Male', 63.569070196910616, 1.624968202540146, 0.14186309275861142, 50, 24.074436190978997, 101.66666666666666, 'Low Risk'),
(192510, 64, 14, '24:46.2', 37.257529671123315, 96.28894489459947, 135, 73, 61, 'Male', 69.2763832, 1.5798281147555515, 0.1311413862260648, 62, 27.756552858160667, 93.66666666666666, 'Low Risk'),
(192511, 74, 16, '23:46.2', 36.54572927234607, 98.06907676345344, 118, 81, 77, 'Female', 61.13404070492389, 1.8919878640687797, 0.080014003, 37, 17.07836964070127, 93.33333333333333, 'High Risk'),
(192512, 76, 12, '22:46.2', 37.013553567118116, 98.92036290652945, 128, 75, 51, 'Female', 94.65123403, 1.6007388539620562, 0.089059665, 53, 36.939014742257676, 92.66666666666666, 'High Risk'),
(192513, 73, 17, '21:46.2', 37.05129474145374, 97.91311304210316, 122, 74, 61, 'Female', 62.32281802625045, 1.7662986725250818, 0.07638019, 48, 19.976472297516228, 90, 'Low Risk'),
(192514, 91, 13, '20:46.2', 36.628646548302044, 95.2429227, 139, 86, 36, 'Male', 94.25041896287475, 1.5106301831200677, 0.10780653239146706, 53, 41.30160926197523, 103.66666666666666, 'High Risk'),
(192515, 64, 17, '19:46.2', 36.06081015897864, 99.4937881, 123, 78, 61, 'Female', 69.95958773564303, 1.792131925209548, 0.057451902902279244, 45, 21.782478228587234, 93, 'Low Risk'),
(192516, 74, 16, '18:46.2', 36.475771458599375, 97.32459877705054, 131, 72, 45, 'Female', 92.17443205818512, 1.6974087551847437, 0.1144871014779218, 59, 31.991720324645435, 91.66666666666666, 'High Risk'),
(192517, 91, 15, '17:46.2', 37.483156650150875, 97.14730180749163, 113, 76, 39, 'Male', 96.61504388045577, 1.9471035025021155, 0.094177389, 37, 25.483946194547176, 88.33333333333333, 'High Risk'),
(192518, 88, 14, '16:46.2', 37.24596756319616, 98.20332586867602, 125, 73, 85, 'Male', 52.01142428531097, 1.726246763834586, 0.093246367, 52, 17.453920434105086, 90.33333333333333, 'High Risk'),
(192519, 73, 19, '15:46.2', 37.15104848780144, 98.54377893387611, 116, 89, 81, 'Male', 55.16206129696746, 1.5599925225164255, 0.084949774, 27, 22.66707351776389, 98, 'Low Risk'),
(192520, 96, 15, '14:46.2', 36.25492374782752, 99.88484927349177, 111, 75, 86, 'Female', 93.72347829428239, 1.8313426845338658, 0.074694537, 36, 27.945324819949636, 87, 'High Risk'),
(192521, 61, 17, '13:46.2', 36.54006695, 99.63362531832514, 132, 88, 70, 'Male', 68.92748173012114, 1.9572244752743675, 0.06103135, 44, 17.993313043558206, 102.66666666666667, 'High Risk'),
(192522, 90, 13, '12:46.2', 36.888874605357344, 95.38390559, 110, 88, 23, 'Female', 75.90829453222437, 1.5862191799343341, 0.088830704, 22, 30.16913374, 95.33333333333333, 'High Risk'),
(192523, 94, 16, '11:46.2', 36.03762239761692, 97.07551167735116, 119, 86, 58, 'Female', 72.35129446788818, 1.8231590897065946, 0.055230196, 33, 21.766929546808957, 97, 'High Risk'),
(192524, 64, 13, '10:46.2', 37.215488364045456, 98.46956918, 116, 86, 73, 'Male', 71.10495405167154, 1.9236414781703286, 0.1344728835843289, 30, 19.21549578527293, 96, 'Low Risk'),
(192525, 64, 12, '09:46.2', 36.66615482987307, 99.04572682410083, 120, 75, 34, 'Female', 66.83704032118321, 1.6667551129854798, 0.070285171, 45, 24.05878095513911, 90, 'Low Risk'),
(192526, 72, 16, '08:46.2', 36.100726979780255, 97.75238913267039, 119, 79, 34, 'Female', 79.66146536047178, 1.7480071431292652, 0.1469075947298507, 40, 26.071251845173716, 92.33333333333333, 'Low Risk'),
(192527, 95, 13, '07:46.2', 37.11156257057322, 97.70578044345125, 122, 85, 54, 'Female', 97.37122386097704, 1.893907538531174, 0.053596945, 37, 27.146452453137663, 97.33333333333333, 'High Risk'),
(192528, 75, 19, '06:46.2', 36.09857382972515, 99.52154046241213, 138, 85, 88, 'Male', 96.57040119051683, 1.7311888189680156, 0.062535807, 53, 32.22219775001416, 102.66666666666666, 'High Risk'),
(192529, 85, 19, '05:46.2', 37.21817250327478, 98.27496285334429, 134, 76, 32, 'Female', 91.51881144143088, 1.839451342743204, 0.059004696778100475, 58, 27.047913109568423, 95.33333333333333, 'Low Risk'),
(192530, 72, 19, '04:46.2', 36.07584463421425, 97.11594689, 117, 78, 25, 'Female', 93.63076291226147, 1.7000051156009384, 0.13652751643128003, 39, 32.39799287602916, 91, 'High Risk'),
(192531, 67, 15, '03:46.2', 36.36623147340413, 97.54625148121393, 120, 77, 71, 'Female', 83.30476121802499, 1.7277795661316269, 0.081489417, 43, 27.90571516076654, 91.33333333333333, 'Low Risk'),
(192532, 91, 14, '02:46.2', 36.60965917838211, 99.56919241082035, 115, 85, 79, 'Male', 86.02446937726845, 1.6389812680296867, 0.089757717, 30, 32.02388535898424, 95, 'High Risk'),
(192533, 62, 18, '01:46.2', 36.49073773245299, 96.04547345432856, 125, 70, 48, 'Female', 79.68765905580554, 1.780671441626892, 0.065033673, 55, 25.131793457456357, 88.33333333333333, 'Low Risk'),
(192534, 62, 15, '00:46.2', 36.55307808890932, 95.77252279599911, 110, 89, 47, 'Female', 91.31897564659663, 1.6664032861351146, 0.064923398, 21, 32.88522400486808, 96, 'High Risk'),
(192535, 92, 13, '59:46.2', 36.50927362842447, 97.62152528260151, 120, 76, 55, 'Female', 70.22255349059348, 1.7725807064147447, 0.0603079, 44, 22.34933378611314, 90.66666666666667, 'High Risk'),
(192536, 92, 15, '58:46.2', 36.502127423904646, 99.28495229, 123, 72, 24, 'Male', 65.25921517557147, 1.974128120904961, 0.073978134, 51, 16.74523229670132, 89, 'High Risk'),
(192537, 67, 18, '57:46.2', 37.412052984893116, 96.24903383622461, 126, 76, 73, 'Male', 97.42824407312403, 1.6252247965967426, 0.058250499268941075, 50, 36.88569710838546, 92.66666666666666, 'High Risk'),
(192538, 69, 12, '56:46.2', 36.75559800841482, 97.96129963302322, 122, 85, 80, 'Male', 98.23781814816581, 1.837202896516739, 0.068985577, 37, 29.104789685178982, 97.33333333333333, 'Low Risk'),
(192539, 76, 19, '55:46.2', 36.253332504372395, 99.56237624672718, 113, 72, 75, 'Female', 95.68940328, 1.8539092472498355, 0.13877797644134665, 41, 27.841132996196563, 85.66666666666667, 'Low Risk'),
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(192542, 83, 15, '52:46.2', 37.06351863071055, 99.02398922574096, 135, 81, 41, 'Female', 79.53357725590156, 1.8951503786320885, 0.12714810967910078, 54, 22.144361542482542, 99, 'Low Risk'),
(192543, 83, 17, '51:46.2', 36.111225575276215, 97.28768761494246, 137, 73, 51, 'Male', 81.13774968067656, 1.5884327328029175, 0.071198128, 64, 32.15772393601352, 94.33333333333333, 'High Risk'),
(192544, 99, 14, '50:46.2', 37.17983264267363, 98.30764138183017, 130, 87, 78, 'Female', 56.46555532846882, 1.880196667594076, 0.095461071, 43, 15.972652617357944, 101.33333333333333, 'High Risk'),
(192545, 61, 15, '49:46.2', 37.11143921401748, 99.24865324997134, 111, 74, 27, 'Female', 54.06332485511854, 1.823436614739616, 0.14753078770648936, 37, 16.260032471350012, 86.33333333333333, 'High Risk'),
(192546, 79, 16, '48:46.2', 37.06996773855224, 95.41934066239963, 137, 87, 30, 'Female', 63.090707092292135, 1.575319315927276, 0.060069851, 50, 25.42308201191855, 103.66666666666666, 'Low Risk'),
(192547, 88, 12, '47:46.2', 36.71285844977921, 99.41884101, 134, 81, 49, 'Male', 52.66053306045758, 1.8472621205952655, 0.053140381, 53, 15.432212730237199, 98.66666666666666, 'High Risk'),
(192548, 65, 15, '46:46.2', 36.77266132, 99.94879855379718, 131, 75, 80, 'Male', 65.88436901, 1.6713092658464954, 0.085156056, 56, 23.586785038810365, 93.66666666666666, 'Low Risk'),
(192549, 88, 12, '45:46.2', 37.04766244166543, 97.72732486444352, 136, 88, 82, 'Male', 78.81695809580611, 1.7119363232285338, 0.06066943, 48, 26.893322260015932, 104, 'Low Risk'),
(192550, 75, 16, '44:46.2', 37.36491854175419, 96.04174314, 131, 73, 84, 'Female', 90.38905786869724, 1.9070823059059308, 0.071047515, 58, 24.852895071976913, 92.33333333333333, 'Low Risk'),
(192551, 64, 16, '43:46.2', 37.37556346675972, 97.94021656435368, 124, 79, 37, 'Male', 60.162293934229396, 1.648708724246483, 0.077272628, 45, 22.13280792370797, 94, 'Low Risk'),
(192552, 79, 17, '42:46.2', 36.893783400500446, 95.27855307399692, 130, 77, 65, 'Female', 67.74804685796428, 1.6235289883640287, 0.12028738511790277, 53, 25.702577917031512, 94.66666666666666, 'Low Risk'),
(192553, 81, 13, '41:46.2', 37.48811642592641, 98.98907338081534, 131, 75, 22, 'Female', 59.080833566141564, 1.7212907821019945, 0.088905399, 56, 19.940595695813172, 93.66666666666666, 'Low Risk'),
(192554, 68, 12, '40:46.2', 36.68276027840897, 96.28273850728863, 125, 81, 81, 'Male', 56.70282501810236, 1.5512122612269554, 0.054443562509786395, 44, 23.564717564330422, 95.66666666666667, 'Low Risk'),
(192555, 80, 17, '39:46.2', 36.041430197757585, 98.68735719656868, 126, 83, 35, 'Male', 73.83093952108885, 1.8596388316271772, 0.087024859, 43, 21.349179196428846, 97.33333333333333, 'Low Risk'),
(192556, 78, 12, '38:46.2', 36.167012670005384, 99.81312293847535, 134, 85, 88, 'Male', 72.03772541457303, 1.9084575331502693, 0.084503777, 49, 19.778574638013538, 101.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(192558, 77, 15, '36:46.2', 36.69458681168294, 98.89428212, 128, 86, 34, 'Female', 91.52835418153258, 1.8745388426337415, 0.084275657, 42, 26.04754309788436, 100, 'Low Risk'),
(192559, 79, 16, '35:46.2', 37.27900207071336, 98.20549612, 131, 74, 81, 'Female', 70.99280995548435, 1.7526150470999045, 0.051420117, 57, 23.112200385078072, 93, 'Low Risk'),
(192560, 95, 18, '34:46.2', 36.74246058, 98.58453927, 112, 89, 35, 'Male', 56.743297006281985, 1.7324775740187006, 0.08470755, 23, 18.90511498430708, 96.66666666666667, 'High Risk'),
(192561, 95, 14, '33:46.2', 36.71241175772511, 97.84558344653014, 112, 71, 86, 'Female', 93.70968807673924, 1.9846579419331758, 0.068136448, 41, 23.79102533593219, 84.66666666666667, 'High Risk'),
(192562, 77, 18, '32:46.2', 37.40270039016576, 96.49471858764565, 119, 75, 37, 'Male', 98.00605849415103, 1.947721705025233, 0.13518262614316684, 44, 25.83444378240654, 89.66666666666667, 'Low Risk'),
(192563, 95, 13, '31:46.2', 36.17606294659799, 99.24891392710956, 136, 82, 21, 'Male', 72.18705211173527, 1.5949230315997243, 0.05270283, 54, 28.37787346433379, 100, 'High Risk'),
(192564, 71, 19, '30:46.2', 36.644292169032326, 97.33905885359856, 129, 80, 28, 'Male', 67.91817006824814, 1.9410313696957102, 0.075055886, 49, 18.026892447968624, 96.33333333333333, 'High Risk'),
(192565, 87, 13, '29:46.2', 36.75566913699588, 99.59104080273015, 134, 71, 43, 'Female', 95.91969457850763, 1.8563164737371243, 0.052632389, 63, 27.835802705086813, 92, 'Low Risk'),
(192566, 86, 17, '28:46.2', 36.488477077536324, 98.51369431272575, 139, 72, 40, 'Male', 61.99064168401944, 1.8740036239257267, 0.085922306, 67, 17.651648842593758, 94.33333333333333, 'High Risk'),
(192567, 92, 13, '27:46.2', 36.38269500013305, 97.23548273580057, 111, 89, 73, 'Male', 98.29695636164499, 1.7296991299593913, 0.1441182841962323, 22, 32.85480824038556, 96.33333333333333, 'High Risk'),
(192568, 91, 17, '26:46.2', 36.770067764236764, 99.20715066779574, 123, 76, 34, 'Female', 74.82425873478698, 1.9734554451326805, 0.075529411, 47, 19.21267213685508, 91.66666666666667, 'High Risk'),
(192569, 94, 18, '25:46.2', 36.70600671642339, 99.45278216346588, 117, 78, 36, 'Female', 62.57997485782887, 1.7812503925458285, 0.1263204752214988, 39, 19.723566023430426, 91, 'High Risk'),
(192570, 70, 18, '24:46.2', 37.36776797, 95.36371969, 116, 76, 62, 'Male', 88.11918970112606, 1.6971947404671146, 0.1323321685428645, 40, 30.59194856974845, 89.33333333333333, 'High Risk'),
(192571, 71, 19, '23:46.2', 36.09455735768272, 97.88043840625706, 124, 83, 67, 'Female', 84.17586579653772, 1.640073248283685, 0.060247275, 41, 31.294001750425753, 96.66666666666667, 'High Risk'),
(192572, 94, 15, '22:46.2', 37.01935681425142, 98.82007553861776, 135, 75, 23, 'Female', 92.95927535191922, 1.9459406504541013, 0.1370604451521269, 60, 24.548985453366637, 95, 'High Risk'),
(192573, 92, 17, '21:46.2', 37.315122528460506, 95.58069705073986, 137, 73, 22, 'Female', 96.47874589694001, 1.752602183795659, 0.1097242722853488, 64, 31.40978419587234, 94.33333333333333, 'High Risk'),
(192574, 88, 16, '20:46.2', 37.30318867296702, 95.83681037, 132, 73, 56, 'Male', 89.70209376195147, 1.7849691503370555, 0.097251159, 59, 28.154067724486357, 92.66666666666666, 'Low Risk'),
(192575, 74, 19, '19:46.2', 36.56038192199162, 99.91760378564726, 113, 73, 66, 'Female', 83.87765490118899, 1.7420018458097466, 0.10123507064825636, 40, 27.640701316314573, 86.33333333333333, 'Low Risk'),
(192576, 90, 18, '18:46.2', 37.25560786366645, 96.97824968749819, 131, 84, 63, 'Male', 99.12629600828554, 1.5256681934317462, 0.0579245, 47, 42.58618082668205, 99.66666666666667, 'High Risk'),
(192577, 85, 14, '17:46.2', 36.44988962012048, 95.06584552770371, 133, 85, 85, 'Male', 99.38601341427838, 1.8210172458579421, 0.11175582482699523, 48, 29.970718384388757, 101, 'Low Risk'),
(192578, 78, 18, '16:46.2', 36.64311913893222, 97.69163396, 122, 72, 74, 'Female', 96.08456914287945, 1.532826030500289, 0.067167476, 50, 40.89478347, 88.66666666666666, 'High Risk'),
(192579, 86, 16, '15:46.2', 36.744552567736044, 95.65598409322412, 112, 78, 31, 'Male', 86.64239336, 1.9199180768836026, 0.11336518294038685, 34, 23.50525922240642, 89.33333333333333, 'Low Risk'),
(192580, 62, 15, '14:46.2', 36.32536948, 95.48434782409937, 123, 74, 56, 'Female', 87.29470010874944, 1.507219713655625, 0.12023326168284452, 49, 38.426846512040726, 90.33333333333333, 'High Risk'),
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(192757, 73, 15, '17:46.2', 36.33475934699595, 98.51727234592276, 126, 82, 85, 'Female', 82.07822440775425, 1.9401199364969148, 0.13567692302217282, 44, 21.80573831307369, 96.66666666666667, 'Low Risk'),
(192758, 61, 12, '16:46.2', 36.44477510510418, 98.31936206, 113, 78, 72, 'Male', 54.45629064066732, 1.6018029834272582, 0.08528931, 35, 21.22412814148367, 89.66666666666667, 'Low Risk'),
(192759, 72, 17, '15:46.2', 36.60040847537361, 96.57462166124932, 119, 80, 79, 'Female', 64.30967676976618, 1.5595657951073303, 0.12385247913505658, 39, 26.440454955025785, 93, 'Low Risk'),
(192760, 81, 13, '14:46.2', 36.87876191848518, 98.17669744780316, 113, 73, 78, 'Female', 62.289410425412036, 1.8796038145886125, 0.096578409, 40, 17.63118834418677, 86.33333333333333, 'High Risk'),
(192761, 99, 17, '13:46.2', 36.61850006298862, 98.19238174746702, 123, 85, 79, 'Female', 66.21204557802602, 1.969453977838848, 0.12797763496778922, 38, 17.070464233713587, 97.66666666666667, 'High Risk'),
(192762, 81, 15, '12:46.2', 36.16156911003647, 96.11785807390027, 125, 86, 47, 'Female', 73.00938034124941, 1.9709142715266097, 0.086933998, 39, 18.79503738477712, 99, 'Low Risk'),
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(192764, 65, 13, '10:46.2', 36.571457470855165, 97.28301192029306, 125, 87, 33, 'Male', 60.19180518, 1.9606348359770192, 0.053306975942206826, 38, 15.658275810443188, 99.66666666666667, 'High Risk'),
(192765, 89, 14, '09:46.2', 37.01422479080224, 96.53963042657104, 134, 84, 62, 'Male', 78.81288314739382, 1.7247694110147864, 0.10630509520597989, 50, 26.493243591429728, 100.66666666666666, 'Low Risk'),
(192766, 69, 12, '08:46.2', 36.43168049782564, 97.60834878437853, 133, 75, 38, 'Male', 68.17843521386436, 1.760522108243302, 0.13477488114134006, 58, 21.99703080192171, 94.33333333333333, 'Low Risk'),
(192767, 82, 18, '07:46.2', 37.186663517939536, 95.16504245597649, 131, 87, 87, 'Female', 69.46456183143671, 1.5398080776449534, 0.14800790211621678, 44, 29.297469681891194, 101.66666666666667, 'Low Risk'),
(192768, 99, 13, '06:46.2', 37.18995376669169, 95.64771882586373, 125, 85, 71, 'Female', 98.64766376714888, 1.6742295827022247, 0.086921671, 40, 35.19303988343992, 98.33333333333333, 'High Risk'),
(192769, 64, 13, '05:46.2', 36.86234772407335, 95.21352792742641, 132, 84, 84, 'Female', 87.79779488627571, 1.850652582252272, 0.11959511091094137, 48, 25.635029013545193, 100, 'Low Risk'),
(192770, 68, 15, '04:46.2', 36.79571507983739, 98.60166347623647, 113, 80, 68, 'Male', 59.15901770309878, 1.6348137160291696, 0.090769978, 33, 22.135248843801378, 91, 'Low Risk'),
(192771, 85, 15, '03:46.2', 37.17205972203339, 95.88885482171462, 139, 79, 59, 'Female', 99.06193384529354, 1.7853108526436707, 0.13467076520454935, 60, 31.079864149968895, 99, 'High Risk'),
(192772, 89, 14, '02:46.2', 36.26198905914699, 98.84929070975323, 132, 76, 63, 'Male', 67.96973110412588, 1.911379925818078, 0.13674691408853346, 56, 18.604650276837607, 94.66666666666666, 'Low Risk'),
(192773, 76, 18, '01:46.2', 37.06985030997059, 98.11109174250656, 110, 82, 75, 'Female', 77.89451787589383, 1.6497652768890916, 0.10219759057983627, 28, 28.61953520588136, 91.33333333333333, 'Low Risk'),
(192774, 95, 14, '00:46.2', 37.17754737191574, 97.12938249892913, 136, 73, 21, 'Male', 92.53522191636318, 1.647823703319839, 0.14373764282090262, 63, 34.07890087999337, 94, 'High Risk'),
(192775, 94, 17, '59:46.2', 37.34619027349412, 95.30943477510422, 111, 87, 47, 'Female', 77.00381362, 1.9830073016988266, 0.075017938, 24, 19.58229584396705, 95, 'High Risk'),
(192776, 77, 17, '58:46.2', 37.127593696416575, 98.23390547178371, 122, 84, 86, 'Female', 61.85401215860479, 1.8414496679409849, 0.11291497096049787, 38, 18.240980105365892, 96.66666666666667, 'High Risk'),
(192777, 81, 18, '57:46.2', 37.04210817776234, 99.81299300064748, 137, 84, 60, 'Male', 68.11230485389135, 1.778794820839349, 0.10299976069277814, 53, 21.52652184, 101.66666666666666, 'Low Risk'),
(192778, 81, 16, '56:46.2', 36.015984929526546, 98.14528420393964, 124, 83, 53, 'Male', 72.99649967, 1.9525797493988803, 0.10956302304113869, 41, 19.146282987929435, 96.66666666666667, 'Low Risk'),
(192779, 92, 16, '55:46.2', 37.08923620225272, 96.39745008075201, 134, 78, 21, 'Female', 62.59764967482993, 1.7423913755897145, 0.057228229, 56, 20.618952670281093, 96.66666666666666, 'High Risk'),
(192780, 69, 18, '54:46.2', 36.67325244236824, 95.87555735114637, 123, 75, 37, 'Male', 64.83848914225737, 1.5787273869997347, 0.086827125, 48, 26.01468673149081, 91, 'Low Risk'),
(192781, 96, 19, '53:46.2', 37.11386961519482, 99.65622757121879, 136, 81, 52, 'Male', 51.85350246355829, 1.633344361786556, 0.08489052, 55, 19.436702209994642, 99.33333333333333, 'High Risk'),
(192782, 75, 14, '52:46.2', 36.68181957468591, 97.95579659602078, 120, 70, 69, 'Male', 77.02045269656705, 1.7054659827403333, 0.072261891, 50, 26.48011971212703, 86.66666666666666, 'Low Risk'),
(192783, 81, 13, '51:46.2', 36.978697495133716, 96.14852357328374, 113, 76, 74, 'Male', 82.66846871602942, 1.7772495406811912, 0.10183449035263306, 37, 26.17237123853671, 88.33333333333333, 'Low Risk'),
(192784, 73, 17, '50:46.2', 37.49273542041393, 99.46113857091623, 125, 75, 52, 'Male', 92.30510360357516, 1.6286364566828697, 0.058002377733321946, 50, 34.79985302829071, 91.66666666666666, 'High Risk'),
(192785, 82, 16, '49:46.2', 36.66934852623219, 95.03477218, 139, 81, 77, 'Male', 81.88020958135627, 1.6461282076005035, 0.12100325157896012, 58, 30.217019980954678, 100.33333333333333, 'High Risk'),
(192786, 90, 17, '48:46.2', 37.29376870934415, 99.18524423960993, 124, 70, 80, 'Male', 89.69628116038939, 1.8256408239817663, 0.050042081187770295, 54, 26.911862806243683, 88, 'Low Risk'),
(192787, 86, 16, '47:46.2', 37.00856202628899, 98.46691960077113, 127, 72, 84, 'Male', 87.61628382358194, 1.931807030524911, 0.07203654, 55, 23.477797065626255, 90.33333333333333, 'Low Risk'),
(192788, 87, 13, '46:46.2', 37.09098773101157, 96.02998176219135, 112, 71, 39, 'Male', 84.30885917, 1.6701620620680342, 0.058828990724080966, 41, 30.224281384808187, 84.66666666666667, 'High Risk'),
(192789, 86, 16, '45:46.2', 36.186960679731136, 96.36263520055233, 127, 73, 84, 'Male', 65.46117915338269, 1.8990104081300934, 0.060148516, 54, 18.15219439896836, 91, 'High Risk'),
(192790, 75, 16, '44:46.2', 36.823817492684434, 95.82735251858253, 112, 87, 18, 'Male', 52.436920663859816, 1.696124632520072, 0.093058451, 25, 18.22727127712249, 95.33333333333333, 'High Risk'),
(192791, 73, 17, '43:46.2', 36.83569959156783, 96.01022109880822, 113, 81, 67, 'Male', 89.54779757457457, 1.6053953391316913, 0.10951008409477006, 32, 34.74488777865307, 91.66666666666667, 'High Risk'),
(192792, 78, 17, '42:46.2', 37.21171909125896, 97.75254384658437, 128, 70, 84, 'Female', 88.03502360416329, 1.990602277922554, 0.13139427649901614, 58, 22.217055073082612, 89.33333333333333, 'Low Risk'),
(192793, 92, 14, '41:46.2', 36.48761603423628, 97.64582735464008, 128, 73, 63, 'Female', 71.80423787, 1.726917439502556, 0.092430957, 55, 24.077252449875253, 91.33333333333333, 'High Risk'),
(192794, 67, 18, '40:46.2', 36.96263474311679, 96.75805728481353, 110, 82, 27, 'Female', 92.84564485755112, 1.7468282816999612, 0.078185951, 28, 30.42713823863197, 91.33333333333333, 'High Risk'),
(192795, 73, 14, '39:46.2', 37.410341556937446, 99.18976941940372, 120, 70, 64, 'Male', 99.12496046155528, 1.9879808943550366, 0.074912434, 50, 25.081795037577326, 86.66666666666666, 'Low Risk'),
(192796, 65, 19, '38:46.2', 36.51026345544261, 99.84725389984787, 116, 80, 86, 'Male', 77.91844436353387, 1.808222181643521, 0.081565371, 36, 23.830693903875872, 92, 'Low Risk'),
(192797, 69, 15, '37:46.2', 36.54078606, 95.91265989952086, 121, 84, 67, 'Male', 59.39959675094199, 1.6793451490018225, 0.08585968, 37, 21.06219205159017, 96.33333333333333, 'Low Risk'),
(192798, 87, 12, '36:46.2', 37.26877569839974, 97.85976799509424, 137, 78, 26, 'Female', 84.01710482076406, 1.8907695637870892, 0.12939064410176065, 59, 23.50122532601267, 97.66666666666666, 'Low Risk'),
(192799, 63, 12, '35:46.2', 37.26171021680207, 95.87466008798299, 135, 88, 20, 'Male', 88.52347784944838, 1.646909986653334, 0.051988651, 47, 32.63763954720483, 103.66666666666667, 'High Risk'),
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(192802, 78, 15, '32:46.2', 36.273075959671424, 97.84880037519363, 134, 86, 25, 'Female', 74.95132346713288, 1.9434993673542933, 0.10857638440112746, 48, 19.843144670033727, 102, 'Low Risk'),
(192803, 96, 13, '31:46.2', 37.21421356696484, 98.69292881137285, 129, 83, 88, 'Male', 59.16467466016331, 1.6749374394486916, 0.097988418, 46, 21.089452246688968, 98.33333333333333, 'High Risk'),
(192804, 63, 16, '30:46.2', 36.44140450272267, 95.25847310657367, 116, 78, 54, 'Female', 99.43918670834753, 1.661098092022975, 0.068968281, 38, 36.03852476624948, 90.66666666666667, 'High Risk'),
(192805, 84, 19, '29:46.2', 36.90890508380674, 99.51579533603167, 111, 76, 83, 'Female', 84.48535570326482, 1.5823366, 0.1217482347077094, 35, 33.74299981293922, 87.66666666666667, 'High Risk'),
(192806, 69, 13, '28:46.2', 37.06927192581114, 98.90621863, 135, 73, 47, 'Male', 98.28572760570701, 1.5483354014203887, 0.11482063773890072, 62, 40.997782744344555, 93.66666666666666, 'High Risk'),
(192807, 66, 12, '27:46.2', 37.165261390349855, 99.80126430775904, 125, 80, 20, 'Female', 65.00201236963603, 1.7966481693518306, 0.10786361243644824, 45, 20.13727604706427, 95, 'Low Risk'),
(192808, 78, 17, '26:46.2', 36.55022342831596, 97.69895551345616, 136, 80, 67, 'Female', 86.92209414065644, 1.8863760225872235, 0.11583130846645823, 56, 24.42719761, 98.66666666666666, 'Low Risk'),
(192809, 69, 13, '25:46.2', 37.334316005738955, 98.60111524947943, 118, 75, 38, 'Male', 95.42206341978348, 1.6571447623740008, 0.1462073052161279, 43, 34.74784747508759, 89.33333333333333, 'High Risk'),
(192810, 65, 19, '24:46.2', 36.40710185635464, 98.35581708920893, 119, 73, 79, 'Female', 56.86628168942561, 1.9801771602859484, 0.051684423, 46, 14.50262902923743, 88.33333333333333, 'High Risk'),
(192811, 62, 16, '23:46.2', 36.90149168717747, 99.66405376105159, 133, 76, 81, 'Female', 94.51174192339165, 1.9992122431159136, 0.14754197012874665, 57, 23.646559552387647, 95, 'Low Risk'),
(192812, 89, 16, '22:46.2', 36.89090924371362, 96.39111223489785, 121, 89, 43, 'Male', 77.55041127823792, 1.9413907071678673, 0.1475878702610705, 32, 20.57587024217297, 99.66666666666667, 'Low Risk'),
(192813, 69, 14, '21:46.2', 36.390292883180784, 96.17738737225135, 113, 89, 33, 'Male', 79.97755999024155, 1.7366887289206077, 0.077268388, 24, 26.516987188007047, 97, 'Low Risk'),
(192814, 98, 13, '20:46.2', 36.87052291370903, 95.66352755200037, 117, 74, 36, 'Female', 62.629723248021676, 1.5768591598248136, 0.097122252, 43, 25.188057855036988, 88.33333333333333, 'High Risk'),
(192815, 95, 17, '19:46.2', 36.18594239526189, 97.24076398469774, 120, 76, 88, 'Female', 96.49311735, 1.6467073302880022, 0.13642772872271602, 44, 35.58471563475287, 90.66666666666667, 'High Risk'),
(192816, 86, 13, '18:46.2', 36.30073139882012, 99.13482567111639, 111, 72, 58, 'Male', 91.08390167271449, 1.6920557439699841, 0.145514121, 39, 31.813561643207233, 85, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(192818, 98, 14, '16:46.2', 36.954722533725935, 96.62930812791787, 130, 75, 81, 'Male', 54.713205712544564, 1.7105926641315106, 0.14761827706926173, 55, 18.698163409438738, 93.33333333333333, 'High Risk'),
(192819, 77, 18, '15:46.2', 37.04701726356089, 96.28251047305787, 133, 78, 18, 'Male', 54.076779517608536, 1.831681759870809, 0.092853238, 55, 16.117986156519617, 96.33333333333333, 'High Risk'),
(192820, 84, 16, '14:46.2', 36.267622963647185, 95.10334397473575, 118, 78, 50, 'Male', 54.092803728677694, 1.7989685998039846, 0.1054929270552508, 40, 16.714459078702554, 91.33333333333333, 'High Risk'),
(192821, 65, 16, '13:46.2', 36.33884882896217, 96.27406134178568, 125, 89, 53, 'Male', 53.534632986537794, 1.9834063320690454, 0.14985888137822687, 36, 13.608537013829373, 101, 'High Risk'),
(192822, 70, 13, '12:46.2', 36.13602768949898, 96.65567179, 134, 70, 27, 'Male', 74.47197636, 1.785870403160645, 0.051928155, 64, 23.350328766026145, 91.33333333333333, 'Low Risk'),
(192823, 93, 14, '11:46.2', 36.25634649222549, 99.95227497223672, 121, 79, 72, 'Female', 71.9347886, 1.799656789548115, 0.065400677, 42, 22.210564327222382, 93, 'High Risk'),
(192824, 82, 14, '10:46.2', 37.40538063561794, 99.73970235787957, 133, 79, 33, 'Female', 73.93582084185815, 1.6144578396450533, 0.10703593655221036, 54, 28.366221014144486, 97, 'Low Risk'),
(192825, 60, 14, '09:46.2', 36.293609621757675, 99.37543116993179, 136, 79, 52, 'Male', 89.15218568264692, 1.668113478844969, 0.10518643153108156, 57, 32.039137165242195, 98, 'High Risk'),
(192826, 78, 15, '08:46.2', 36.47160788874539, 97.11582489558776, 127, 87, 37, 'Male', 65.87008491450845, 1.5945625429743684, 0.066125626, 40, 25.90628309932564, 100.33333333333333, 'Low Risk'),
(192827, 97, 12, '07:46.2', 36.33915271508785, 95.54920019, 111, 74, 71, 'Male', 80.62032782, 1.9918704195872363, 0.070735817, 37, 20.319938795126447, 86.33333333333333, 'High Risk'),
(192828, 83, 16, '06:46.2', 36.089001377167094, 97.22359724110332, 113, 80, 19, 'Male', 63.27646821968564, 1.6830920202339668, 0.10687950658947096, 33, 22.337085630071773, 91, 'Low Risk'),
(192829, 82, 18, '05:46.2', 36.78962396027487, 96.89060588272416, 115, 83, 28, 'Female', 81.27624166982866, 1.6380174256950424, 0.11455506868038706, 32, 30.29190441882338, 93.66666666666667, 'High Risk'),
(192830, 67, 14, '04:46.2', 36.219009823678356, 99.79952357562702, 117, 81, 49, 'Male', 77.28384738165819, 1.694554087074347, 0.10276908518840105, 36, 26.91397617589301, 93, 'Low Risk'),
(192831, 70, 14, '03:46.2', 36.596914119184966, 99.29911432210157, 130, 73, 42, 'Male', 69.61075391200042, 1.861462945074675, 0.13331646800799013, 57, 20.08942685, 92, 'Low Risk'),
(192832, 94, 12, '02:46.2', 36.636893670284394, 99.28208970969249, 118, 86, 84, 'Male', 55.464490620439776, 1.9592687552564616, 0.10424156909880675, 32, 14.448641093933626, 96.66666666666667, 'High Risk'),
(192833, 84, 17, '01:46.2', 36.95820122541411, 97.56200913597128, 129, 88, 52, 'Male', 96.28220745866466, 1.6581228361515314, 0.1439487495762323, 41, 35.01971744086679, 101.66666666666667, 'High Risk'),
(192834, 96, 18, '00:46.2', 37.11078645396015, 96.53283902646432, 125, 85, 52, 'Female', 63.33927838280526, 1.639229006889732, 0.13567063918886613, 40, 23.57185984652736, 98.33333333333333, 'High Risk'),
(192835, 60, 14, '59:46.2', 36.89517894118092, 96.12197448354834, 120, 70, 77, 'Female', 82.62662169571476, 1.8162811172974973, 0.067661056, 50, 25.04689300779556, 86.66666666666666, 'Low Risk'),
(192836, 95, 16, '58:46.2', 37.194731160758515, 97.68025631299768, 131, 79, 35, 'Male', 87.18873033693487, 1.5944781806046746, 0.14797137734545257, 52, 34.294398674350695, 96.33333333333333, 'High Risk'),
(192837, 62, 15, '57:46.2', 36.49188665166195, 95.68012266244098, 129, 85, 85, 'Female', 74.53699801748178, 1.8162641163104984, 0.062797397, 44, 22.59508045486021, 99.66666666666667, 'Low Risk'),
(192838, 81, 14, '56:46.2', 36.00434187353852, 98.62272548245505, 117, 83, 42, 'Female', 88.21790724515971, 1.935206675964296, 0.058499892462860206, 34, 23.55602702320589, 94.33333333333333, 'Low Risk'),
(192839, 97, 15, '55:46.2', 36.10050179247227, 99.09212614, 114, 70, 68, 'Male', 74.28606690545602, 1.844487454128527, 0.10705424025657889, 44, 21.835138649631915, 84.66666666666667, 'High Risk'),
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(193014, 83, 15, '00:46.2', 36.88466373121781, 97.99112398281234, 130, 75, 27, 'Female', 56.646537183967425, 1.5013108521846532, 0.14395254732680313, 55, 25.132293259437244, 93.33333333333333, 'Low Risk'),
(193015, 79, 15, '59:46.2', 36.343549172566576, 95.14674929984922, 120, 78, 64, 'Male', 79.48159331756224, 1.658852908652717, 0.0514378, 42, 28.883565773495246, 92, 'Low Risk'),
(193016, 88, 18, '58:46.2', 36.147043299330576, 98.83771925652692, 134, 83, 24, 'Male', 63.75780635023461, 1.8606904753506528, 0.12756762608858344, 51, 18.415567096931838, 100, 'High Risk'),
(193017, 64, 14, '57:46.2', 37.29996395415033, 97.49838406418621, 129, 89, 44, 'Female', 54.26296784795195, 1.7986321776169794, 0.088536989, 40, 16.773312020973684, 102.33333333333333, 'High Risk'),
(193018, 74, 19, '56:46.2', 36.960573604525656, 99.78553888912035, 128, 71, 58, 'Female', 99.43592303619198, 1.988757457501646, 0.11296932165673587, 57, 25.14083322764686, 90, 'Low Risk'),
(193019, 61, 16, '55:46.2', 36.390223464276204, 95.70065383221416, 117, 85, 73, 'Male', 77.42550537640355, 1.7353173125144257, 0.087615815, 32, 25.711431068577763, 95.66666666666667, 'Low Risk'),
(193020, 67, 19, '54:46.2', 36.120035542230255, 96.80546519975374, 138, 89, 49, 'Male', 69.90325876386208, 1.9466946099906983, 0.12363466563924458, 49, 18.44598152960467, 105.33333333333333, 'High Risk'),
(193021, 78, 16, '53:46.2', 36.74020405, 95.42719177428839, 116, 72, 29, 'Female', 83.75039577140791, 1.646589952302265, 0.064002396, 44, 30.889860434374054, 86.66666666666667, 'High Risk'),
(193022, 77, 18, '52:46.2', 36.81339299688227, 99.9600234, 135, 88, 46, 'Male', 56.633552119620944, 1.733229326472154, 0.094889578, 47, 18.852187235725093, 103.66666666666667, 'Low Risk'),
(193023, 78, 15, '51:46.2', 36.45080932741517, 98.11201739137292, 116, 83, 28, 'Female', 77.69491226468892, 1.7870432677956924, 0.063381328, 33, 24.32889842049043, 94, 'Low Risk'),
(193024, 66, 19, '50:46.2', 36.90486808524548, 95.42244275, 126, 73, 78, 'Male', 64.69477980762767, 1.7133470918569147, 0.14715018533726393, 53, 22.038322574424367, 90.66666666666666, 'Low Risk'),
(193025, 91, 16, '49:46.2', 37.10118773208492, 99.36142658, 111, 70, 36, 'Female', 81.48749161712857, 1.5948127294068537, 0.066285558, 41, 32.038454829780775, 83.66666666666667, 'High Risk'),
(193026, 80, 16, '48:46.2', 36.81384240017576, 97.55312910925944, 139, 86, 23, 'Male', 96.81541695352269, 1.7835039790399474, 0.058670736, 53, 30.436615289718848, 103.66666666666666, 'High Risk'),
(193027, 69, 18, '47:46.2', 36.20601653, 99.20855979967708, 111, 77, 46, 'Male', 89.09745408769155, 1.9055085258230284, 0.12099155314466838, 34, 24.5382452, 88.33333333333333, 'Low Risk'),
(193028, 89, 19, '46:46.2', 37.38011627052516, 96.46066176392719, 116, 88, 88, 'Female', 93.50269201198509, 1.6395302410073844, 0.10615769283296198, 28, 34.78445886, 97.33333333333333, 'High Risk'),
(193029, 72, 17, '45:46.2', 37.09059021777664, 95.33767458075657, 112, 81, 42, 'Male', 85.36834381, 1.7091909415059026, 0.14986232598585525, 31, 29.222387212118132, 91.33333333333333, 'Low Risk'),
(193030, 61, 16, '44:46.2', 37.455060837143776, 95.85747937791358, 127, 76, 26, 'Female', 58.409468712220765, 1.9975249101799941, 0.082550522, 51, 14.638576550620249, 93, 'High Risk'),
(193031, 68, 17, '43:46.2', 36.12060933751492, 95.19423795, 136, 73, 58, 'Female', 95.78050406528806, 1.9506169604265207, 0.099380984, 63, 25.172892790703372, 94, 'Low Risk'),
(193032, 80, 13, '42:46.2', 37.18505475020396, 96.95217291635164, 133, 80, 68, 'Male', 56.603080644517654, 1.5449618288827227, 0.1307347253501233, 53, 23.71398608939535, 97.66666666666666, 'Low Risk'),
(193033, 76, 13, '41:46.2', 37.39619785215537, 95.73301468465176, 139, 82, 52, 'Male', 92.93726298980928, 1.9848546711373192, 0.088193801, 57, 23.590244977167398, 101, 'Low Risk'),
(193034, 87, 17, '40:46.2', 36.51426909692571, 95.06720595232208, 117, 81, 20, 'Female', 67.00669992820244, 1.7098245126401013, 0.13762163014597456, 36, 22.92002840593611, 93, 'Low Risk'),
(193035, 70, 17, '39:46.2', 37.22105685319771, 96.96965155086193, 125, 85, 85, 'Female', 90.83325758, 1.9501952912775848, 0.12009332468264315, 40, 23.882989223260726, 98.33333333333333, 'Low Risk'),
(193036, 97, 17, '38:46.2', 36.388645927574686, 96.60768046, 118, 82, 86, 'Female', 68.46991767, 1.9111710378587168, 0.07118013, 36, 18.74565823181597, 94, 'High Risk'),
(193037, 95, 13, '37:46.2', 36.247265171760944, 95.79838705062151, 120, 80, 64, 'Female', 92.69313053936119, 1.8135582729225652, 0.10869391279230704, 40, 28.18282476367815, 93.33333333333333, 'High Risk'),
(193038, 74, 14, '36:46.2', 37.032404133576506, 95.27019861463954, 115, 73, 48, 'Male', 51.383482781936856, 1.9940574759171998, 0.068330312, 42, 12.922549169727711, 87, 'High Risk'),
(193039, 69, 13, '35:46.2', 37.06282019349322, 95.59431930593803, 114, 76, 46, 'Male', 86.22278976064146, 1.8336393696638784, 0.073010939, 38, 25.644499085363556, 88.66666666666667, 'Low Risk'),
(193040, 87, 12, '34:46.2', 36.90560891559117, 96.79393137376506, 132, 76, 28, 'Male', 52.98547093843279, 1.6339963781382365, 0.13218921455457328, 56, 19.84516068067838, 94.66666666666666, 'Low Risk'),
(193041, 93, 15, '33:46.2', 36.28067579441741, 95.36517968202418, 119, 87, 24, 'Female', 75.09872139408427, 1.5818762452770838, 0.14581811772169823, 32, 30.011488374722077, 97.66666666666667, 'High Risk'),
(193042, 94, 18, '32:46.2', 36.80598892552162, 97.05057535147462, 127, 88, 82, 'Male', 96.65551872763047, 1.8671019419127044, 0.07332437, 39, 27.726215512917253, 101, 'High Risk'),
(193043, 84, 19, '31:46.2', 36.536916044825524, 98.09101805043724, 128, 84, 18, 'Female', 64.62071306618574, 1.794517774672029, 0.1121254042384207, 44, 20.06671198064498, 98.66666666666667, 'Low Risk'),
(193044, 80, 12, '30:46.2', 37.36817232521274, 99.96599491378191, 112, 77, 84, 'Male', 62.552902820713356, 1.5229092682817589, 0.14787777407307223, 35, 26.971146548483635, 88.66666666666667, 'Low Risk'),
(193045, 90, 18, '29:46.2', 36.87518672834664, 97.28263497243927, 128, 74, 52, 'Female', 93.42498946, 1.801395457, 0.050599488028854514, 54, 28.790216523079906, 92, 'Low Risk'),
(193046, 66, 16, '28:46.2', 36.133406231814604, 96.47504330389687, 130, 82, 39, 'Female', 70.55671771013874, 1.9060637993057563, 0.070098173, 48, 19.42063844182924, 98, 'Low Risk'),
(193047, 73, 16, '27:46.2', 36.89907739800899, 97.45460443056092, 116, 81, 76, 'Male', 62.868581876029985, 1.7672341720452267, 0.1454279913133265, 35, 20.130078235532796, 92.66666666666667, 'Low Risk'),
(193048, 70, 12, '26:46.2', 36.28694590747156, 98.13467659408367, 132, 84, 36, 'Male', 72.06142161090762, 1.8213821197769775, 0.079299683, 48, 21.722043937363257, 100, 'Low Risk'),
(193049, 68, 12, '25:46.2', 37.351401498053974, 95.00642816310217, 114, 72, 64, 'Female', 92.93949364679058, 1.9535998131178212, 0.11783914443086964, 42, 24.35168918186673, 86, 'Low Risk'),
(193050, 64, 15, '24:46.2', 36.87009150890666, 99.35052781246188, 127, 79, 86, 'Female', 60.83794328943774, 1.6331244726517957, 0.10958972666117721, 48, 22.81056014102604, 95, 'Low Risk'),
(193051, 86, 15, '23:46.2', 36.503951405437235, 99.40385474268533, 135, 85, 76, 'Female', 91.60199922827864, 1.7053178460583838, 0.059759110821920626, 50, 31.498819546152784, 101.66666666666666, 'High Risk'),
(193052, 85, 18, '22:46.2', 37.16769311, 97.73691562798761, 117, 74, 19, 'Female', 88.65931588807001, 1.9364932858601722, 0.1273007974619444, 43, 23.642444856818052, 88.33333333333333, 'Low Risk'),
(193053, 90, 18, '21:46.2', 36.81193318546184, 96.17720669888982, 131, 75, 44, 'Male', 96.19863711826338, 1.763855086, 0.091503267, 56, 30.920258497992485, 93.66666666666666, 'High Risk'),
(193054, 79, 12, '20:46.2', 36.61023719853134, 96.00587938716465, 127, 84, 69, 'Male', 92.84320121577282, 1.9952823208751784, 0.13956175877180102, 43, 23.32069007748494, 98.33333333333333, 'Low Risk'),
(193055, 90, 12, '19:46.2', 36.69375415386769, 95.07797650183386, 129, 88, 68, 'Male', 74.00006425067399, 1.9165485753165157, 0.14605970282286337, 41, 20.146167236797016, 101.66666666666667, 'Low Risk'),
(193056, 63, 12, '18:46.2', 36.35788699308885, 96.59339264869523, 111, 89, 57, 'Male', 99.91948727655098, 1.6204691818430277, 0.091535128, 22, 38.05122517979182, 96.33333333333333, 'High Risk'),
(193057, 88, 14, '17:46.2', 37.32249751463692, 96.70140216370547, 135, 81, 29, 'Male', 66.37285612416298, 1.6623541993724753, 0.074588438, 54, 24.018361478457898, 99, 'Low Risk'),
(193058, 85, 15, '16:46.2', 37.420455378216346, 95.05955278610284, 127, 73, 75, 'Male', 63.327677639790465, 1.7870499737457481, 0.13202851302857999, 54, 19.829883690467266, 91, 'Low Risk'),
(193059, 61, 15, '15:46.2', 37.14432923051476, 96.47741270036008, 110, 76, 24, 'Female', 86.99620139, 1.784983306545288, 0.083102051, 34, 27.304358168356828, 87.33333333333333, 'Low Risk'),
(193060, 84, 18, '14:46.2', 37.40701491067337, 98.00071500357133, 129, 73, 69, 'Male', 99.10169478, 1.989332233455174, 0.063630129, 56, 25.041851875088664, 91.66666666666666, 'Low Risk'),
(193061, 83, 18, '13:46.2', 37.40017333762477, 98.50436177594935, 113, 73, 78, 'Female', 53.83716759232252, 1.9893687776327937, 0.1442036204766624, 40, 13.603529669419082, 86.33333333333333, 'High Risk'),
(193062, 60, 12, '12:46.2', 36.88186676218382, 96.53714409611376, 111, 71, 48, 'Male', 64.16631149056347, 1.6782841564213502, 0.058338718, 40, 22.78117319444448, 84.33333333333333, 'Low Risk'),
(193063, 68, 12, '11:46.2', 36.00408190592977, 95.55733996541936, 126, 81, 26, 'Male', 54.88680090128326, 1.5451504890597676, 0.091870531, 45, 22.98933194412818, 96, 'Low Risk'),
(193064, 79, 19, '10:46.2', 37.28881130511851, 97.57345333165712, 125, 75, 69, 'Male', 80.50373116235266, 1.8876023771865444, 0.069264372, 50, 22.594096440666533, 91.66666666666666, 'Low Risk'),
(193065, 75, 18, '09:46.2', 36.87773323431856, 96.30599264221179, 123, 76, 59, 'Male', 57.09622088944848, 1.8995736175771305, 0.077676339, 47, 15.823228711861022, 91.66666666666667, 'High Risk'),
(193066, 85, 13, '08:46.2', 37.45736535309765, 99.59428503089875, 120, 87, 47, 'Male', 75.90154718098125, 1.924035311121335, 0.12206339942791664, 33, 20.50333710615773, 98, 'Low Risk'),
(193067, 66, 12, '07:46.2', 36.25887012572758, 99.18070569344016, 118, 80, 85, 'Female', 92.42173451939942, 1.5437700144617374, 0.060183231, 38, 38.78009892623622, 92.66666666666667, 'High Risk'),
(193068, 77, 13, '06:46.2', 36.12829585301888, 96.43731120639967, 136, 87, 43, 'Female', 61.24110000257054, 1.8641347340038117, 0.13501647269009193, 49, 17.62334671866625, 103.33333333333333, 'High Risk'),
(193069, 75, 18, '05:46.2', 36.775363550735136, 99.64004146471176, 114, 77, 60, 'Male', 71.27763595152243, 1.5933504655890225, 0.14331438872576985, 37, 28.075704574729553, 89.33333333333333, 'Low Risk'),
(193070, 85, 14, '04:46.2', 36.93138532968938, 95.79943186408158, 131, 72, 53, 'Male', 95.81548993085468, 1.7738869355681022, 0.12483606106553051, 59, 30.449758614526292, 91.66666666666666, 'High Risk'),
(193071, 93, 13, '03:46.2', 36.29633599601884, 96.67417873229586, 115, 88, 19, 'Female', 87.71665106587608, 1.7049572490062175, 0.089749124, 27, 30.175540295597767, 97, 'High Risk'),
(193072, 82, 19, '02:46.2', 37.09047714801839, 98.09065514230699, 118, 76, 88, 'Female', 92.05709581673696, 1.7449909622716213, 0.096994609, 42, 30.23228032312989, 90, 'High Risk'),
(193073, 88, 13, '01:46.2', 36.184592200816304, 98.73252973, 129, 79, 42, 'Female', 89.58668599292065, 1.8796779909838963, 0.055951554, 50, 25.355755699383675, 95.66666666666666, 'Low Risk'),
(193074, 78, 17, '00:46.2', 36.370077629941015, 95.40254295053339, 120, 77, 87, 'Male', 56.96469552450551, 1.9685595027538367, 0.10031111672323703, 43, 14.699707305118396, 91.33333333333333, 'High Risk'),
(193075, 68, 18, '59:46.2', 37.30683009877853, 99.90650284041574, 139, 70, 37, 'Female', 72.43840932989522, 1.5733513858189463, 0.060695879477702434, 69, 29.262905923591404, 93, 'Low Risk'),
(193076, 94, 17, '58:46.2', 37.191775427872926, 98.85515915694052, 133, 79, 86, 'Male', 94.69567829037834, 1.9225697040126342, 0.058332061, 54, 25.619223968649674, 97, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(193077, 75, 19, '57:46.2', 37.26266643, 97.97684150146604, 113, 70, 22, 'Female', 78.39782364, 1.6692818258765962, 0.066401879, 43, 28.134854689807526, 84.33333333333333, 'Low Risk'),
(193078, 66, 16, '56:46.2', 36.86141093989702, 99.97540747328233, 123, 88, 61, 'Female', 52.73131739239367, 1.901427039125015, 0.10200145538989333, 35, 14.58509595040735, 99.66666666666667, 'High Risk'),
(193079, 63, 13, '55:46.2', 36.48417251922408, 95.76531415853583, 131, 85, 59, 'Female', 96.42041168730604, 1.7439822792025867, 0.12046772926954061, 46, 31.70186746902256, 100.33333333333333, 'High Risk'),
(193080, 84, 17, '54:46.2', 37.16070510802646, 95.44684657834658, 114, 89, 30, 'Male', 67.12045833528973, 1.7690049420555942, 0.11603675674118044, 25, 21.448494855016747, 97.33333333333333, 'Low Risk'),
(193081, 86, 14, '53:46.2', 36.64377770757007, 97.07973866716104, 136, 87, 82, 'Male', 97.07963401423923, 1.821195748966085, 0.054671153456951366, 49, 29.26947109, 103.33333333333333, 'Low Risk'),
(193082, 79, 15, '52:46.2', 36.76488987, 99.46954189184076, 124, 76, 86, 'Female', 82.50322394275793, 1.959266828923012, 0.070019103, 48, 21.49234226352754, 92, 'Low Risk'),
(193083, 93, 16, '51:46.2', 36.70722664713007, 98.16011172942116, 111, 75, 84, 'Female', 60.80374992314044, 1.8162841063525512, 0.1063943942438929, 36, 18.43158990325432, 87, 'High Risk'),
(193084, 89, 17, '50:46.2', 36.33981136607894, 97.20628471745822, 139, 89, 45, 'Female', 53.626028172807324, 1.6821081838483158, 0.10870266602646877, 50, 18.952555822411508, 105.66666666666666, 'Low Risk'),
(193085, 83, 13, '49:46.2', 37.079227177110646, 98.65511729905104, 124, 86, 72, 'Male', 66.60270254, 1.6103657001194278, 0.098452212, 38, 25.682827121345213, 98.66666666666667, 'Low Risk'),
(193086, 87, 15, '48:46.2', 36.26125931410687, 95.29176184298129, 132, 81, 83, 'Male', 83.64764648190814, 1.8531717111383288, 0.11612613230393568, 51, 24.356921815200753, 98, 'Low Risk'),
(193087, 82, 18, '47:46.2', 37.12777121254061, 97.37148255061545, 120, 80, 88, 'Male', 81.52015383489397, 1.6744078495920913, 0.065839208, 40, 29.076524073127526, 93.33333333333333, 'Low Risk'),
(193088, 89, 13, '46:46.2', 36.36233952826067, 95.93443832347134, 128, 82, 86, 'Male', 62.77314001, 1.8220730627616357, 0.11316519263672999, 46, 18.907855646722318, 97.33333333333333, 'Low Risk'),
(193089, 72, 15, '45:46.2', 36.543039725831136, 98.86108274481838, 124, 78, 32, 'Male', 69.11978932420499, 1.671729187525449, 0.098532497, 46, 24.732644526835376, 93.33333333333333, 'Low Risk'),
(193090, 61, 13, '44:46.2', 37.49737811393962, 95.39596428295326, 128, 72, 50, 'Male', 82.50396306978566, 1.9961591468926823, 0.098029633, 56, 20.70544096224851, 90.66666666666666, 'Low Risk'),
(193091, 95, 13, '43:46.2', 36.404951135623186, 96.22560068723118, 134, 88, 44, 'Male', 56.23855005669652, 1.8851760045632364, 0.13532798349441189, 46, 15.824511370507372, 103.33333333333333, 'High Risk'),
(193092, 72, 19, '42:46.2', 36.06461182950818, 96.24013845499069, 127, 71, 46, 'Female', 98.42186714494323, 1.520173846308373, 0.12423148944059476, 56, 42.589749602975296, 89.66666666666666, 'High Risk'),
(193093, 78, 13, '41:46.2', 36.57415987247328, 97.72173778697011, 134, 83, 43, 'Female', 51.99623722557825, 1.5766857718548501, 0.10329537037385028, 51, 20.916143822155316, 100, 'Low Risk'),
(193094, 77, 19, '40:46.2', 36.670631430601716, 97.07023114, 113, 83, 33, 'Female', 62.54788180605934, 1.741576939814241, 0.13668958159590233, 30, 20.62183348092145, 93, 'Low Risk'),
(193095, 65, 17, '39:46.2', 37.334443040192255, 99.05166740651988, 135, 78, 67, 'Male', 87.63827820602879, 1.9813045895616457, 0.093326928, 57, 22.324993723336405, 97, 'Low Risk'),
(193096, 89, 17, '38:46.2', 36.363826652183825, 96.89946998063996, 133, 81, 75, 'Male', 69.58443914, 1.9106297538948214, 0.068206467, 52, 19.06158709732532, 98.33333333333333, 'Low Risk'),
(193097, 76, 16, '37:46.2', 36.009699828780214, 99.40696556218107, 127, 72, 81, 'Female', 90.29415212946958, 1.6408644432972073, 0.081115628, 55, 33.53622818232063, 90.33333333333333, 'High Risk'),
(193098, 93, 13, '36:46.2', 37.31264549325647, 95.31666536854833, 125, 79, 82, 'Male', 77.56704314639272, 1.886684239220525, 0.090836873, 46, 21.791081925273954, 94.33333333333333, 'High Risk'),
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(193100, 80, 13, '34:46.2', 36.802251822747934, 98.00916336645646, 135, 76, 44, 'Female', 83.15555872545588, 1.8015952670462956, 0.13288248440215328, 59, 25.619864085306553, 95.66666666666666, 'Low Risk'),
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(193274, 70, 14, '40:46.2', 36.85164265245439, 98.21716265823298, 129, 86, 67, 'Male', 54.82219633501364, 1.5695245963351936, 0.12202427902340068, 43, 22.254619773039874, 100.33333333333333, 'Low Risk'),
(193275, 71, 18, '39:46.2', 36.98444324089165, 97.42823239624359, 117, 84, 75, 'Female', 66.26764585856651, 1.9089813407656369, 0.12070797246619439, 33, 18.184366497507565, 95, 'High Risk'),
(193276, 60, 14, '38:46.2', 36.14459517341589, 97.37561571213608, 122, 72, 35, 'Male', 89.31165195008698, 1.7099442929034994, 0.13115288658226076, 50, 30.54528617023193, 88.66666666666666, 'High Risk'),
(193277, 67, 12, '37:46.2', 36.60769928631475, 99.18505759, 118, 83, 49, 'Female', 95.23746867700609, 1.6470093088226587, 0.057337107326142944, 35, 35.108779822029376, 94.66666666666667, 'High Risk'),
(193278, 67, 18, '36:46.2', 37.449427757908566, 99.63703693777933, 128, 78, 52, 'Female', 63.442886168590746, 1.6103438263180703, 0.13889756211439977, 50, 24.46502740522068, 94.66666666666666, 'Low Risk'),
(193279, 69, 15, '35:46.2', 36.88513259337467, 97.62935685391228, 130, 89, 77, 'Female', 96.20475580127693, 1.930796241859203, 0.083540016, 41, 25.806175823379235, 102.66666666666667, 'Low Risk'),
(193280, 69, 19, '34:46.2', 36.62508197304134, 96.62141412912291, 131, 83, 43, 'Female', 68.19302352119828, 1.8428418528433244, 0.1435111836241188, 48, 20.080004811982516, 99, 'Low Risk'),
(193281, 98, 12, '33:46.2', 36.26826123415597, 96.32627499536656, 136, 70, 35, 'Female', 95.90671574, 1.5562985122459974, 0.12670349355988034, 66, 39.597084882905904, 92, 'High Risk'),
(193282, 69, 16, '32:46.2', 37.353655367155106, 95.43538903740213, 125, 84, 84, 'Female', 95.89169576247849, 1.8224280967638404, 0.057376447, 41, 28.872221045962103, 97.66666666666667, 'Low Risk'),
(193283, 74, 15, '31:46.2', 36.52781278779453, 98.95187416018408, 138, 85, 57, 'Female', 64.61336203798277, 1.5059294827303136, 0.10514200187931226, 53, 28.491352607753885, 102.66666666666666, 'Low Risk'),
(193284, 81, 18, '30:46.2', 37.053546805595175, 97.36144108482459, 125, 79, 75, 'Female', 96.79910475, 1.8477544029716853, 0.1118717684040045, 46, 28.351944437136307, 94.33333333333333, 'Low Risk'),
(193285, 66, 19, '29:46.2', 37.233416097713516, 97.51531447446087, 130, 71, 54, 'Female', 70.38105976966915, 1.5261339027177148, 0.13973406197197458, 59, 30.218334310183483, 90.66666666666666, 'High Risk'),
(193286, 89, 19, '28:46.2', 37.437864355427045, 95.18900819, 129, 88, 76, 'Female', 60.91590562766699, 1.5032580111896148, 0.084385846, 41, 26.956509185967583, 101.66666666666667, 'Low Risk'),
(193287, 73, 17, '27:46.2', 37.49995354507938, 97.34326669458785, 119, 74, 89, 'Male', 50.573666881382756, 1.9613670393812643, 0.12885074729712517, 45, 13.146395637872876, 89, 'High Risk'),
(193288, 91, 14, '26:46.2', 36.51261605, 95.28820321824607, 128, 74, 70, 'Male', 55.61146516811193, 1.9504529834451971, 0.10741290771025618, 54, 14.618182030285373, 92, 'High Risk'),
(193289, 88, 18, '25:46.2', 36.26573925089598, 95.41687399121442, 117, 79, 68, 'Male', 94.62603384530608, 1.9065164815092723, 0.12562575562487038, 38, 26.033317163159097, 91.66666666666667, 'Low Risk'),
(193290, 71, 17, '24:46.2', 37.22264186220971, 99.90628917614957, 126, 73, 23, 'Male', 60.35591721929762, 1.8747556226858852, 0.10299736939044143, 53, 17.17238136046512, 90.66666666666666, 'High Risk'),
(193291, 83, 12, '23:46.2', 37.45249274757091, 98.35536140211086, 135, 85, 34, 'Female', 77.19556277252323, 1.8779251625186109, 0.053078815, 50, 21.88949666599589, 101.66666666666666, 'Low Risk'),
(193292, 82, 12, '22:46.2', 37.45342930899888, 96.59398820979825, 119, 88, 61, 'Female', 67.61026337165839, 1.976989709454256, 0.053571824, 31, 17.298315355426446, 98.33333333333333, 'High Risk'),
(193293, 74, 14, '21:46.2', 36.82275860242622, 95.15642770828708, 129, 88, 56, 'Male', 87.60313887554972, 1.7296832301364702, 0.1356468347748377, 41, 29.28104134902319, 101.66666666666667, 'Low Risk'),
(193294, 92, 16, '20:46.2', 37.25620509427093, 99.94450940142106, 121, 72, 76, 'Female', 78.94542522462625, 1.5335989111321453, 0.11526423192661864, 49, 33.56629331545369, 88.33333333333333, 'High Risk'),
(193295, 93, 18, '19:46.2', 36.71661361469377, 96.95807319098034, 124, 80, 69, 'Male', 74.08933749735269, 1.6113594539951863, 0.086392952, 44, 28.53453820459047, 94.66666666666667, 'High Risk'),
(193296, 91, 15, '18:46.2', 36.64995784218529, 99.29594072337463, 130, 76, 21, 'Female', 89.42850403549699, 1.5545042614571039, 0.10452424961101847, 54, 37.007703167283616, 94, 'High Risk'),
(193297, 62, 19, '17:46.2', 37.21956002193464, 99.19242016304298, 126, 87, 18, 'Female', 91.58755864517386, 1.8719244093462124, 0.069735524, 39, 26.137248553621887, 100, 'Low Risk'),
(193298, 93, 18, '16:46.2', 36.58760305306497, 99.17736814362672, 128, 77, 39, 'Male', 80.05922282731579, 1.6447421923175498, 0.063774338, 51, 29.594820007223042, 94, 'High Risk'),
(193299, 68, 16, '15:46.2', 37.29779203, 99.08972380502914, 131, 73, 62, 'Female', 51.49321127866531, 1.7484344232260827, 0.070181159, 58, 16.844234544081182, 92.33333333333333, 'High Risk'),
(193300, 84, 12, '14:46.2', 36.44652244302257, 98.22734152226359, 127, 85, 56, 'Male', 73.77479451, 1.9760386766985103, 0.076058961, 42, 18.893704867624272, 99, 'Low Risk'),
(193301, 88, 19, '13:46.2', 37.250750889086646, 97.28412568499279, 139, 70, 74, 'Male', 56.72225046133412, 1.5197046220842725, 0.13337680099476457, 69, 24.560380143668667, 93, 'Low Risk'),
(193302, 91, 12, '12:46.2', 37.227246075234724, 99.08858290903711, 132, 87, 18, 'Male', 67.46752709153267, 1.879196348965134, 0.099932312, 45, 19.10515089398361, 102, 'High Risk'),
(193303, 85, 13, '11:46.2', 36.65633239043615, 97.53870275578262, 115, 71, 24, 'Female', 94.25012751724012, 1.6618221908836164, 0.074165644, 44, 34.12815720083044, 85.66666666666667, 'High Risk'),
(193304, 75, 17, '10:46.2', 36.144406076325865, 96.85652802210946, 111, 88, 79, 'Male', 58.97483319, 1.6680837405204951, 0.063591611, 23, 21.194882967371846, 95.66666666666667, 'Low Risk'),
(193305, 66, 13, '09:46.2', 37.39358546756453, 98.55838388062026, 127, 70, 29, 'Female', 63.65669986971362, 1.6430012769883897, 0.12269351469701072, 57, 23.581331196875386, 89, 'Low Risk'),
(193306, 87, 13, '08:46.2', 36.33790627913824, 99.84638425034983, 125, 85, 40, 'Female', 65.31012867, 1.548754449076832, 0.10457687731372732, 40, 27.227978901548095, 98.33333333333333, 'Low Risk'),
(193307, 70, 16, '07:46.2', 37.10314335212208, 99.54800835487461, 137, 88, 76, 'Female', 65.40493335, 1.605510621, 0.14242121314595813, 49, 25.373719914312485, 104.33333333333333, 'Low Risk'),
(193308, 83, 19, '06:46.2', 36.86459240304593, 99.23451268, 129, 70, 73, 'Female', 58.809785809688876, 1.8601394717449216, 0.067066479, 59, 16.99646407691029, 89.66666666666666, 'High Risk'),
(193309, 93, 19, '05:46.2', 36.22343618381501, 99.83754761566718, 124, 71, 72, 'Male', 86.40548187179705, 1.9452570338758113, 0.071917688, 53, 22.83427924483661, 88.66666666666666, 'High Risk'),
(193310, 93, 16, '04:46.2', 36.35846975890929, 97.80301781658633, 136, 77, 39, 'Male', 84.01833005518094, 1.635810114, 0.090509359, 59, 31.398454164370012, 96.66666666666666, 'High Risk'),
(193311, 68, 16, '03:46.2', 36.56724560957968, 97.22179751827834, 138, 78, 62, 'Male', 78.96705477388903, 1.6124082764589671, 0.1140807583657192, 60, 30.373574387075355, 98, 'High Risk'),
(193312, 82, 17, '02:46.2', 36.98077639761501, 99.91944817009583, 127, 88, 45, 'Male', 76.48130287304747, 1.5380240211062761, 0.12085313545811321, 39, 32.33173725404206, 101, 'High Risk'),
(193313, 72, 13, '01:46.2', 36.14748773950183, 96.28419523064838, 134, 74, 26, 'Male', 93.59561199743146, 1.695746190834919, 0.14489449471710886, 60, 32.54871053385113, 94, 'High Risk'),
(193314, 82, 15, '00:46.2', 37.19972060738457, 98.57220435228707, 132, 87, 41, 'Female', 74.15161908349049, 1.5252030643872263, 0.075544788, 45, 31.87610875204613, 102, 'High Risk'),
(193315, 86, 19, '59:46.2', 36.52123433808182, 99.25311105015753, 111, 85, 24, 'Male', 70.74779400797686, 1.6632490595822065, 0.1341552630815025, 26, 25.57398048932476, 93.66666666666667, 'Low Risk'),
(193316, 99, 16, '58:46.2', 36.52901421436528, 98.71108767702577, 121, 86, 40, 'Male', 79.85093367933071, 1.8979754639765236, 0.058180623633542476, 35, 22.166586044761715, 97.66666666666667, 'High Risk'),
(193317, 88, 16, '57:46.2', 36.935403543304695, 97.31236428180469, 137, 75, 68, 'Male', 81.64999708779936, 1.708478994861599, 0.068501421, 62, 27.972860932536914, 95.66666666666666, 'Low Risk'),
(193318, 82, 19, '56:46.2', 36.45519195853369, 99.94631247880186, 113, 79, 51, 'Male', 55.66151809586692, 1.9070195826553715, 0.062657675, 34, 15.305402021570405, 90.33333333333333, 'High Risk'),
(193319, 92, 13, '55:46.2', 36.52351612, 95.71866925197973, 113, 78, 61, 'Male', 66.85698838040338, 1.8640046423227346, 0.10252733054065864, 35, 19.242116083824413, 89.66666666666667, 'High Risk'),
(193320, 82, 17, '54:46.2', 36.72460550742671, 98.09933315252472, 126, 75, 18, 'Male', 72.20017411774452, 1.6159934708898471, 0.1355265598474012, 51, 27.647702102083468, 92, 'Low Risk'),
(193321, 63, 16, '53:46.2', 36.938579962958485, 95.94207959899232, 139, 80, 36, 'Female', 75.43053346, 1.5313474291516735, 0.081231136, 59, 32.16619657, 99.66666666666666, 'High Risk'),
(193322, 61, 17, '52:46.2', 37.05747288323083, 95.70828129974167, 116, 74, 20, 'Female', 91.91912206023315, 1.5077063214886237, 0.12080684004686655, 42, 40.43638810177503, 88, 'High Risk'),
(193323, 96, 12, '51:46.2', 37.14142386074606, 99.08481866470801, 121, 81, 54, 'Male', 62.312145036112504, 1.603843380801571, 0.063693434, 40, 24.22416352, 94.33333333333333, 'High Risk'),
(193324, 85, 14, '50:46.2', 36.02435904602487, 99.34959344545045, 131, 70, 67, 'Male', 52.31115619882666, 1.8729050819471234, 0.10349244954088854, 61, 14.912923255840964, 90.33333333333333, 'High Risk'),
(193325, 92, 15, '49:46.2', 36.35852061196366, 95.34375989589913, 116, 89, 76, 'Male', 75.91052077859999, 1.9739738955855037, 0.06215724, 27, 19.481355010840566, 98, 'High Risk'),
(193326, 73, 17, '48:46.2', 37.41718541127052, 96.66542701693439, 131, 78, 81, 'Male', 99.16225012898829, 1.9045097912002533, 0.091287045, 53, 27.338831827628145, 95.66666666666666, 'Low Risk'),
(193327, 75, 12, '47:46.2', 36.35751426410066, 95.96209612566767, 118, 76, 78, 'Male', 80.75779831743293, 1.7357162149232188, 0.13398592886966615, 42, 26.805692364207005, 90, 'Low Risk'),
(193328, 84, 17, '46:46.2', 36.246752859668625, 99.88599482939084, 139, 74, 44, 'Female', 75.01412020736987, 1.9250316202108628, 0.10901039185637695, 65, 20.242646218026497, 95.66666666666666, 'Low Risk'),
(193329, 91, 15, '45:46.2', 36.04505610369261, 99.39822382866048, 120, 74, 43, 'Male', 75.18247959435227, 1.9725217972330693, 0.091519035, 46, 19.32293188621793, 89.33333333333333, 'High Risk'),
(193330, 93, 16, '44:46.2', 36.495658121252355, 95.30169775428384, 130, 86, 87, 'Male', 90.52546944215379, 1.8062953034013756, 0.14567078555566226, 44, 27.745546292499405, 100.66666666666667, 'High Risk'),
(193331, 65, 15, '43:46.2', 36.22818947594602, 99.46696028, 134, 75, 58, 'Female', 87.01603085, 1.7185316279870462, 0.077141252, 59, 29.463491517208556, 94.66666666666666, 'Low Risk'),
(193332, 80, 18, '42:46.2', 36.965307544333875, 96.40097305864884, 133, 71, 34, 'Female', 81.64620249325671, 1.9125227349222391, 0.12574754098200192, 62, 22.321469214802104, 91.66666666666666, 'Low Risk'),
(193333, 60, 16, '41:46.2', 36.80008493483059, 99.31221740765962, 134, 78, 45, 'Male', 55.065326873478995, 1.528232424623001, 0.096961626, 56, 23.577589482392213, 96.66666666666666, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(193334, 73, 19, '40:46.2', 36.12501311240838, 95.28594869196073, 136, 71, 56, 'Female', 53.27180823313324, 1.5195947012444213, 0.1026363448627261, 65, 23.069697371552824, 92.66666666666666, 'Low Risk'),
(193335, 95, 12, '39:46.2', 36.87324687200308, 99.55897301560248, 110, 84, 59, 'Male', 88.13786141179827, 1.5954828768357217, 0.07557718, 26, 34.62407767295472, 92.66666666666667, 'High Risk'),
(193336, 99, 19, '38:46.2', 37.35952389963863, 96.85811400255614, 112, 76, 60, 'Female', 62.2712233, 1.817369235160439, 0.065677966, 36, 18.85389367043393, 88, 'High Risk'),
(193337, 76, 18, '37:46.2', 37.117759269760285, 96.51138828030922, 127, 88, 83, 'Male', 55.82753825238356, 1.6604858010744439, 0.093052535, 39, 20.24781412147094, 101, 'Low Risk'),
(193338, 92, 13, '36:46.2', 36.27356001469264, 97.62644709960671, 128, 71, 69, 'Female', 92.58268337751909, 1.865515793, 0.1287389793926465, 57, 26.603078986503256, 90, 'High Risk'),
(193339, 63, 14, '35:46.2', 36.21015837163913, 99.36257322147704, 138, 76, 41, 'Female', 89.77644492235682, 1.9267102162296035, 0.1064688889527246, 62, 24.18408180869617, 96.66666666666666, 'Low Risk'),
(193340, 75, 19, '34:46.2', 36.88685505796344, 97.12432215867192, 117, 71, 52, 'Male', 57.53451889715982, 1.769310003, 0.095100803, 46, 18.37894679, 86.33333333333333, 'High Risk'),
(193341, 87, 19, '33:46.2', 37.17734881535839, 98.09704244499414, 134, 74, 60, 'Male', 98.8208412, 1.6824536074307916, 0.092814633, 60, 34.91100498999322, 94, 'High Risk'),
(193342, 93, 16, '32:46.2', 36.21760763, 97.19408243679192, 133, 76, 27, 'Male', 82.26156019, 1.669125866733524, 0.090301679, 57, 29.526962133587983, 95, 'High Risk'),
(193343, 93, 17, '31:46.2', 36.29867635412314, 97.49918311004141, 125, 84, 62, 'Female', 52.44475812062458, 1.5244029583286667, 0.062289887239033094, 41, 22.568490956644784, 97.66666666666667, 'High Risk'),
(193344, 61, 19, '30:46.2', 37.41726329, 95.83148256016143, 116, 75, 71, 'Female', 60.16013258320238, 1.8745415331724304, 0.13382770060827637, 41, 17.12058696933609, 88.66666666666667, 'High Risk'),
(193345, 90, 16, '29:46.2', 36.61365127415477, 97.26253724221401, 132, 81, 43, 'Male', 73.51128491524562, 1.8796440297647699, 0.10732670745211259, 51, 20.80668032485174, 98, 'Low Risk'),
(193346, 84, 18, '28:46.2', 36.37978837176857, 96.59467315278091, 111, 87, 88, 'Female', 59.40349979883668, 1.7050015174782072, 0.14542893753325176, 24, 20.43442834471072, 95, 'Low Risk'),
(193347, 86, 19, '27:46.2', 37.030347416159465, 95.80013840908867, 112, 85, 88, 'Female', 93.05155347444808, 1.9253480928940483, 0.066784571, 27, 25.101814146017695, 94, 'Low Risk'),
(193348, 83, 15, '26:46.2', 36.58870978571703, 97.05065321811631, 119, 82, 40, 'Female', 84.66550989535791, 1.652948048030837, 0.076897499, 37, 30.98761277454731, 94.33333333333333, 'High Risk'),
(193349, 86, 15, '25:46.2', 36.19908333917114, 98.11758093967902, 118, 78, 89, 'Female', 61.69906455, 1.7377521920671108, 0.085647013, 40, 20.431624082509177, 91.33333333333333, 'Low Risk'),
(193350, 99, 19, '24:46.2', 36.229502395294936, 98.42726426004594, 118, 70, 18, 'Male', 71.04181133557384, 1.5799038353024806, 0.08672745, 48, 28.461168027862765, 86, 'High Risk'),
(193351, 80, 15, '23:46.2', 36.94074535796892, 99.32427556228411, 125, 79, 72, 'Female', 59.681797145677024, 1.9608355565020923, 0.1472714863202251, 46, 15.52242410663611, 94.33333333333333, 'High Risk'),
(193352, 60, 15, '22:46.2', 36.50935511565759, 98.88914719236453, 121, 85, 66, 'Female', 58.73579773, 1.5293408020327899, 0.082998947, 36, 25.112752744066775, 97, 'Low Risk'),
(193353, 84, 15, '21:46.2', 37.217904398653964, 95.90354962652631, 121, 89, 62, 'Female', 60.832817308079804, 1.8345900846609033, 0.14761380028951993, 32, 18.074231734375726, 99.66666666666667, 'High Risk'),
(193354, 86, 12, '20:46.2', 37.45056503579689, 97.08556004, 111, 72, 88, 'Female', 61.078507240362356, 1.8100237852168395, 0.10604090613645903, 39, 18.643173897687834, 85, 'Low Risk'),
(193355, 89, 17, '19:46.2', 36.96442057, 99.15667909524092, 111, 72, 21, 'Female', 53.310781482028005, 1.9159924976524045, 0.14664662231653536, 39, 14.522033707766758, 85, 'High Risk'),
(193356, 84, 15, '18:46.2', 36.537265506905264, 97.21709691, 135, 86, 57, 'Female', 79.18032121099249, 1.8272772385002083, 0.14568010829918665, 49, 23.7141941, 102.33333333333333, 'Low Risk'),
(193357, 82, 18, '17:46.2', 37.409443458980704, 96.93533154270041, 130, 82, 69, 'Male', 59.55770500460044, 1.7316672684028565, 0.052523508, 48, 19.86136342, 98, 'Low Risk'),
(193358, 86, 12, '16:46.2', 36.86429675648209, 95.78237194677526, 123, 86, 22, 'Male', 67.21856339917512, 1.8481809092933361, 0.13233315862451817, 37, 19.678874979336552, 98.33333333333333, 'Low Risk'),
(193359, 64, 15, '15:46.2', 36.11893548155946, 95.85766188839729, 127, 87, 20, 'Male', 86.02959211, 1.896177500737163, 0.13438486406346106, 40, 23.927090132778577, 100.33333333333333, 'Low Risk'),
(193360, 91, 14, '14:46.2', 36.74842111756792, 96.81586442422442, 122, 75, 63, 'Female', 51.57142301731189, 1.7023747062905004, 0.11733592545896884, 47, 17.795033060692727, 90.66666666666667, 'High Risk'),
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(193437, 76, 13, '57:46.2', 36.75453103022691, 99.06020496060457, 131, 74, 64, 'Female', 53.06468751554886, 1.7589462617619842, 0.096887252, 57, 17.15143526109616, 93, 'High Risk'),
(193438, 74, 16, '56:46.2', 37.41109275800134, 96.53040154401215, 120, 85, 40, 'Male', 93.27008212167755, 1.7170648910159247, 0.14720456169896573, 35, 31.635080406880515, 96.66666666666667, 'High Risk'),
(193439, 77, 16, '55:46.2', 36.83298491565279, 95.94136513, 119, 76, 34, 'Female', 81.47490252515551, 1.7841756676880143, 0.080407774, 43, 25.59461640922231, 90.33333333333333, 'Low Risk'),
(193440, 69, 14, '54:46.2', 36.85825413179506, 95.77449303563442, 128, 75, 64, 'Female', 73.49670707664185, 1.7322613719424982, 0.1189742455835113, 53, 24.49294681130846, 92.66666666666666, 'Low Risk'),
(193441, 85, 16, '53:46.2', 36.46437510264653, 96.85649754, 112, 87, 19, 'Male', 50.06432936085953, 1.9986854057609014, 0.1461501435913073, 25, 12.532552146510282, 95.33333333333333, 'High Risk'),
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(193444, 96, 18, '50:46.2', 37.26462841536174, 98.69737563500065, 129, 86, 70, 'Female', 83.86305340179118, 1.7458527797588257, 0.10859939944511807, 43, 27.51410772254384, 100.33333333333333, 'High Risk'),
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(193446, 88, 12, '48:46.2', 36.75720513753873, 95.81269562177937, 134, 89, 35, 'Male', 79.71070533748595, 1.8233336348030555, 0.13930459550185034, 45, 23.976421525053528, 104, 'Low Risk'),
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(193535, 85, 13, '19:46.2', 36.42705103690402, 97.32952800488565, 124, 87, 86, 'Male', 59.87513512111073, 1.5460016446176315, 0.12850267047048214, 37, 25.05108862, 99.33333333333333, 'Low Risk'),
(193536, 70, 18, '18:46.2', 37.30092272826457, 97.05643424922647, 115, 89, 77, 'Female', 68.35954582, 1.6678459317941836, 0.08289837, 26, 24.574648162338413, 97.66666666666667, 'Low Risk'),
(193537, 83, 17, '17:46.2', 36.015437598306825, 96.74629616625131, 115, 79, 30, 'Male', 78.00562224771389, 1.782997703142389, 0.088310094, 36, 24.537162445444547, 91, 'Low Risk'),
(193538, 60, 13, '16:46.2', 37.06907444397025, 95.93789605623085, 123, 76, 86, 'Male', 69.79166665014847, 1.7689214203237948, 0.078546134, 47, 22.30419162567218, 91.66666666666667, 'Low Risk'),
(193539, 86, 17, '15:46.2', 36.23077037729223, 95.69952508300295, 110, 78, 74, 'Male', 89.16109506766382, 1.5127093347741176, 0.10328645244100947, 32, 38.964079431295026, 88.66666666666667, 'High Risk'),
(193540, 64, 14, '14:46.2', 36.714241702084436, 95.55904358404861, 138, 85, 32, 'Male', 92.74771794, 1.916552371224723, 0.13140301481312128, 53, 25.250027197607963, 102.66666666666666, 'Low Risk'),
(193541, 64, 13, '13:46.2', 36.50986669879285, 97.8475091, 123, 71, 22, 'Female', 51.05489219417469, 1.754035894712417, 0.053747923, 52, 16.59435628933287, 88.33333333333333, 'High Risk'),
(193542, 98, 15, '12:46.2', 36.15703345209725, 99.55513925751538, 130, 72, 64, 'Male', 67.60745509023509, 1.6752343701925525, 0.11955041069874286, 58, 24.090368260810088, 91.33333333333333, 'High Risk'),
(193543, 91, 16, '11:46.2', 36.84408870650502, 95.41711365672211, 110, 84, 48, 'Male', 55.299768886885374, 1.8638382335231525, 0.11222698678738205, 26, 15.918673808263362, 92.66666666666667, 'High Risk'),
(193544, 60, 17, '10:46.2', 36.16776387197124, 97.76359818285762, 126, 76, 43, 'Male', 67.86351602039997, 1.7980155598302088, 0.080516623, 50, 20.99178962243802, 92.66666666666666, 'Low Risk'),
(193545, 66, 14, '09:46.2', 37.348089864970575, 95.00200499476084, 125, 70, 48, 'Male', 98.86366621259788, 1.5872154408431012, 0.11794169767453348, 55, 39.24324864447159, 88.33333333333333, 'High Risk'),
(193546, 71, 16, '08:46.2', 36.66282376209466, 99.65999280726932, 133, 70, 62, 'Male', 96.21630588397704, 1.8623913127424567, 0.090705885, 63, 27.74002219939696, 91, 'Low Risk'),
(193547, 88, 12, '07:46.2', 36.549174681034536, 99.84193314, 133, 71, 32, 'Female', 61.16734900892345, 1.9659264581398568, 0.082844906, 62, 15.826508793169339, 91.66666666666666, 'High Risk'),
(193548, 84, 17, '06:46.2', 36.817871601217185, 95.03008329740142, 139, 88, 80, 'Female', 68.39011138554412, 1.672397851928038, 0.074445934, 51, 24.451984337876816, 105, 'Low Risk'),
(193549, 93, 19, '05:46.2', 36.58841162860404, 97.49745930742267, 124, 73, 28, 'Female', 53.37867534, 1.7770524277895325, 0.12959175183124372, 51, 16.903136957714523, 90, 'High Risk'),
(193550, 78, 13, '04:46.2', 36.543190326153756, 96.4762797, 138, 70, 61, 'Male', 53.80877530428113, 1.830925510643754, 0.12376886689713316, 68, 16.051357068450354, 92.66666666666666, 'High Risk'),
(193551, 98, 13, '03:46.2', 36.14068862067681, 98.83992189842168, 132, 72, 88, 'Female', 89.83266067366586, 1.855662628082563, 0.11197225211964046, 60, 26.087725736879737, 92, 'High Risk'),
(193552, 75, 19, '02:46.2', 36.127968762087946, 97.99896948916027, 131, 76, 58, 'Male', 98.55065137345328, 1.6519571611100046, 0.078755231, 55, 36.11286440930995, 94.33333333333333, 'High Risk'),
(193553, 68, 13, '01:46.2', 36.57647232244272, 96.80993939840818, 122, 76, 62, 'Female', 98.55558862602618, 1.8332458578323014, 0.076545848, 46, 29.32512225444065, 91.33333333333333, 'Low Risk'),
(193554, 84, 12, '00:46.2', 37.19084716029139, 98.35941379, 127, 84, 87, 'Female', 67.84392092227563, 1.8102836318750462, 0.1259811686405109, 43, 20.70225672867903, 98.33333333333333, 'Low Risk'),
(193555, 88, 13, '59:46.2', 36.42083367970473, 98.71643976337128, 139, 71, 47, 'Female', 63.79863083731249, 1.9161216995227575, 0.098805316, 68, 17.376615053227855, 93.66666666666666, 'High Risk'),
(193556, 91, 13, '58:46.2', 36.43919923956449, 95.74014368290722, 114, 78, 41, 'Male', 54.14413172672738, 1.5215163184274434, 0.060080665, 36, 23.388273536465565, 90, 'High Risk'),
(193557, 79, 14, '57:46.2', 36.98271626548392, 97.29177577953234, 114, 75, 42, 'Female', 72.59728714848427, 1.6142017412279648, 0.09108208, 39, 27.86151764454135, 88, 'Low Risk'),
(193558, 79, 18, '56:46.2', 36.70619951692244, 95.21954672783114, 138, 85, 51, 'Male', 50.752062935456685, 1.573075444273425, 0.086198977, 53, 20.509477495406824, 102.66666666666666, 'Low Risk'),
(193559, 99, 13, '55:46.2', 37.333369556702905, 98.56003745657809, 126, 85, 58, 'Male', 86.90773234, 1.931607105608779, 0.10091301579323889, 41, 23.29275343370059, 98.66666666666667, 'High Risk'),
(193560, 67, 15, '54:46.2', 36.86315082418959, 97.42781269344711, 139, 76, 75, 'Female', 65.73415669495239, 1.5311148618510926, 0.10468003402224749, 63, 28.039841327085853, 97, 'Low Risk'),
(193561, 92, 12, '53:46.2', 36.8406244, 98.69837089268647, 137, 79, 81, 'Male', 73.83017552570507, 1.5601189358263723, 0.11759096379150467, 58, 30.333217888252385, 98.33333333333333, 'High Risk'),
(193562, 69, 15, '52:46.2', 36.661691723898244, 99.78462284, 127, 80, 62, 'Male', 90.906881, 1.9355404761318824, 0.099560974, 47, 24.26566747561903, 95.66666666666667, 'Low Risk'),
(193563, 88, 18, '51:46.2', 36.10660891517042, 99.77366654810783, 110, 79, 75, 'Male', 63.87294779427155, 1.7413187629315914, 0.075530164, 31, 21.06494843997776, 89.33333333333333, 'Low Risk'),
(193564, 62, 19, '50:46.2', 36.984904630146055, 96.72762211817296, 120, 82, 33, 'Female', 68.45137164953283, 1.9898896801674681, 0.074173632, 38, 17.287180064140326, 94.66666666666667, 'High Risk'),
(193565, 93, 18, '49:46.2', 36.04728594058198, 96.03827617393391, 115, 84, 64, 'Male', 57.11213286012432, 1.7819271733935085, 0.10078563278743258, 31, 17.986575208604833, 94.33333333333333, 'High Risk'),
(193566, 89, 16, '48:46.2', 36.10263568279073, 98.75705347, 128, 71, 22, 'Male', 87.43770911, 1.737374596429008, 0.12030977412870404, 57, 28.967554743913695, 90, 'Low Risk'),
(193567, 74, 16, '47:46.2', 36.00740616343748, 98.16330036417168, 133, 73, 18, 'Female', 61.250360279481946, 1.869933531200619, 0.076419742, 60, 17.516862014010705, 93, 'High Risk'),
(193568, 66, 13, '46:46.2', 36.93617357012214, 97.76297800746579, 138, 89, 58, 'Female', 62.664673974238326, 1.5090827685381245, 0.079172475, 49, 27.516719973657715, 105.33333333333333, 'Low Risk'),
(193569, 69, 17, '45:46.2', 36.95378398271336, 95.20609478454044, 127, 84, 27, 'Male', 60.94683108602096, 1.9736325096463903, 0.14212147551471804, 43, 15.646548442250461, 98.33333333333333, 'High Risk'),
(193570, 85, 14, '44:46.2', 36.463027557758124, 96.70389753267152, 124, 86, 71, 'Female', 84.52984984, 1.903055621233043, 0.068327081, 38, 23.34033763, 98.66666666666667, 'Low Risk'),
(193571, 90, 14, '43:46.2', 36.607961385605634, 95.80179202345458, 137, 88, 54, 'Male', 80.81417411631872, 1.5933810325056834, 0.10155721603306961, 49, 31.830851236858496, 104.33333333333333, 'High Risk'),
(193572, 72, 18, '42:46.2', 36.40182963148594, 97.87680865255648, 133, 85, 81, 'Male', 89.34121871402552, 1.5354303996930136, 0.1416266082013034, 48, 37.89584563776441, 101, 'High Risk'),
(193573, 75, 14, '41:46.2', 36.231003581963584, 99.50306464, 129, 81, 74, 'Female', 54.467850574170804, 1.5745383503404187, 0.1155262413107402, 48, 21.970186892081454, 97, 'Low Risk'),
(193574, 91, 14, '40:46.2', 36.16601361886211, 97.51113381, 129, 77, 38, 'Male', 81.32644974309375, 1.838928324700694, 0.10303906471472415, 52, 24.04928723490338, 94.33333333333333, 'High Risk'),
(193575, 79, 13, '39:46.2', 36.01754590223752, 98.3692533, 130, 70, 65, 'Female', 63.185436643371666, 1.9208210281653306, 0.1041823806600404, 60, 17.125497157044627, 90, 'High Risk'),
(193576, 93, 17, '38:46.2', 36.15162352, 97.86517411230174, 139, 87, 18, 'Female', 85.04381495480396, 1.8606712669003185, 0.05658262, 52, 24.56424563310239, 104.33333333333333, 'High Risk'),
(193577, 81, 16, '37:46.2', 36.03804623281189, 96.70722363367054, 138, 84, 81, 'Female', 92.96127249707989, 1.6890507926607001, 0.073910926, 54, 32.584918598989944, 102, 'High Risk'),
(193578, 62, 12, '36:46.2', 37.32066628292537, 99.65242237945711, 135, 79, 58, 'Male', 93.61417646424448, 1.7586688871252978, 0.079090071, 56, 30.267284581906907, 97.66666666666666, 'High Risk'),
(193579, 76, 13, '35:46.2', 36.57691697138372, 99.47935717125793, 110, 72, 30, 'Male', 54.31768103886708, 1.7340526769551252, 0.11091714134640918, 38, 18.064113273589925, 84.66666666666667, 'High Risk'),
(193580, 70, 12, '34:46.2', 36.47966619034732, 95.58357329043284, 132, 76, 80, 'Male', 82.81326622538154, 1.9294435184243868, 0.051143553, 56, 22.245172323246518, 94.66666666666666, 'Low Risk'),
(193581, 68, 19, '33:46.2', 36.03013044680646, 99.69471139066044, 113, 76, 69, 'Male', 78.09170449267343, 1.8232890145545015, 0.11294385922215336, 37, 23.490587117096133, 88.33333333333333, 'Low Risk'),
(193582, 77, 16, '32:46.2', 36.19428809570568, 99.94860541092943, 119, 74, 29, 'Male', 75.11405983191588, 1.7073806009765418, 0.14388133099204467, 45, 25.766803785268024, 89, 'Low Risk'),
(193583, 96, 17, '31:46.2', 36.88771427353603, 97.56736089854759, 123, 79, 86, 'Female', 97.01562060997463, 1.5588998542369294, 0.12158077916919448, 44, 39.92135130073314, 93.66666666666667, 'High Risk'),
(193584, 94, 12, '30:46.2', 37.05332191776169, 99.78563487346426, 128, 70, 28, 'Male', 61.56484631798593, 1.5260970038314996, 0.050363233, 58, 26.434342962052874, 89.33333333333333, 'High Risk'),
(193585, 61, 19, '29:46.2', 36.18624895143792, 97.54039235, 113, 78, 78, 'Male', 88.91699738, 1.831441587340455, 0.056155641, 35, 26.509323522004763, 89.66666666666667, 'Low Risk'),
(193586, 92, 15, '28:46.2', 36.20877654649339, 95.21513903139355, 111, 85, 74, 'Female', 92.41086133999778, 1.5606451178303244, 0.072988377, 26, 37.94151795299885, 93.66666666666667, 'High Risk'),
(193587, 72, 18, '27:46.2', 36.90264549, 97.06866138509986, 138, 75, 85, 'Male', 99.5954925, 1.963646660873776, 0.081000505, 63, 25.82932142, 96, 'Low Risk'),
(193588, 69, 17, '26:46.2', 36.53768015293374, 98.26743237538206, 128, 82, 83, 'Male', 78.45658107173168, 1.7502635343952389, 0.14837292664374457, 46, 25.61076136662053, 97.33333333333333, 'Low Risk'),
(193589, 67, 17, '25:46.2', 37.264155807843984, 96.38792472, 131, 87, 20, 'Male', 74.28966026682161, 1.6714711650864285, 0.11007116559260288, 44, 26.590750465835214, 101.66666666666667, 'Low Risk'),
(193590, 90, 12, '24:46.2', 37.08611949020808, 97.54476638697034, 136, 71, 54, 'Male', 69.29155135948082, 1.7452745003215944, 0.056122311, 65, 22.748501717211454, 92.66666666666666, 'Low Risk'),
(193591, 90, 16, '23:46.2', 36.715334568042806, 96.27339081046453, 125, 76, 72, 'Male', 51.17229806651818, 1.952566011453295, 0.1012322026656755, 49, 13.422192725368491, 92.33333333333333, 'High Risk'),
(193592, 64, 16, '22:46.2', 36.278227881965776, 98.03572736426206, 123, 78, 36, 'Female', 56.65647383244152, 1.749543641291524, 0.052368844, 45, 18.50972562881086, 93, 'Low Risk'),
(193593, 90, 19, '21:46.2', 36.365702707317425, 98.12972662224712, 122, 71, 44, 'Female', 77.53933582, 1.838891165598951, 0.091189012, 51, 22.93031517, 88, 'Low Risk'),
(193594, 77, 15, '20:46.2', 36.29634636650761, 95.45941487138256, 112, 86, 33, 'Female', 92.44067416533663, 1.582086685508965, 0.12475342310548085, 26, 36.93197669643335, 94.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(193595, 82, 18, '19:46.2', 36.56471938920977, 99.58556231192136, 114, 77, 49, 'Male', 83.08823973163355, 1.8810282625973591, 0.074287675, 37, 23.482747940451976, 89.33333333333333, 'Low Risk'),
(193596, 75, 13, '18:46.2', 36.50249216484224, 96.63307133289234, 124, 71, 66, 'Female', 85.21052626563018, 1.8179784028930066, 0.084869491, 53, 25.78195276, 88.66666666666666, 'Low Risk'),
(193597, 75, 15, '17:46.2', 36.991143506400704, 99.29316736977809, 130, 84, 47, 'Male', 50.74975027074477, 1.6432022757365279, 0.075710111, 46, 18.795412176124522, 99.33333333333333, 'Low Risk'),
(193598, 89, 17, '16:46.2', 36.95516592367407, 95.06036353895607, 127, 70, 86, 'Male', 60.38296953642184, 1.9882057396317168, 0.099403908, 57, 15.275372890626583, 89, 'High Risk'),
(193599, 64, 14, '15:46.2', 36.884866062951176, 97.50004911064934, 129, 86, 87, 'Male', 93.89054341092755, 1.6676408741802793, 0.1386772115889051, 43, 33.761115693718516, 100.33333333333333, 'High Risk'),
(193600, 83, 15, '14:46.2', 36.286240605923346, 95.43163466020481, 138, 73, 41, 'Male', 90.26156871754148, 1.951673829927656, 0.13778283147477566, 65, 23.696728883546903, 94.66666666666666, 'Low Risk'),
(193601, 82, 12, '13:46.2', 36.613690823956844, 95.27350051749912, 135, 74, 45, 'Female', 87.89182580395753, 1.8640971398950894, 0.13181176113098453, 61, 25.293644254434508, 94.33333333333333, 'Low Risk'),
(193602, 87, 14, '12:46.2', 36.60145593196132, 96.80979051663564, 124, 76, 38, 'Male', 90.68459264467339, 1.8612048595629505, 0.13927332641982976, 48, 26.17852366395624, 92, 'Low Risk'),
(193603, 93, 14, '11:46.2', 36.18438704869975, 95.49368682103812, 132, 86, 68, 'Female', 83.79204053212742, 1.6339072432654218, 0.12587412964099287, 46, 31.386867248761007, 101.33333333333333, 'High Risk'),
(193604, 68, 12, '10:46.2', 36.19486036, 99.39960443961424, 123, 86, 87, 'Male', 56.66191742942574, 1.5995659490488991, 0.139363551, 37, 22.145575251092044, 98.33333333333333, 'Low Risk'),
(193605, 83, 13, '09:46.2', 37.169952238852524, 98.74292521995493, 119, 80, 54, 'Female', 64.0929238, 1.7015940062125732, 0.11403022882310727, 39, 22.135951239525575, 93, 'Low Risk'),
(193606, 76, 17, '08:46.2', 36.164571893674385, 96.50004393683689, 128, 76, 78, 'Male', 97.67284289779771, 1.593916711038593, 0.12297717899958645, 52, 38.44524039000919, 93.33333333333333, 'High Risk'),
(193607, 75, 19, '07:46.2', 37.44350657726352, 97.79921750547169, 120, 83, 48, 'Female', 56.033642517731906, 1.536458331340464, 0.0930868, 37, 23.735986246849993, 95.33333333333333, 'Low Risk'),
(193608, 95, 13, '06:46.2', 37.05074340807178, 96.79005571766416, 138, 84, 44, 'Male', 87.54336233935982, 1.6569345636973798, 0.058128858, 54, 31.886915286241994, 102, 'High Risk'),
(193609, 83, 19, '05:46.2', 36.76938238, 97.67676714095927, 122, 86, 29, 'Female', 86.01497317980377, 1.5859744678365921, 0.05213288, 36, 34.19650133200691, 98, 'High Risk'),
(193610, 99, 14, '04:46.2', 36.671222815117055, 96.78985418801294, 130, 72, 51, 'Female', 71.90397855106073, 1.5729498690064236, 0.076221759, 58, 29.061843385638472, 91.33333333333333, 'High Risk'),
(193611, 93, 19, '03:46.2', 37.188241149709036, 95.52725087361361, 123, 87, 23, 'Male', 80.38257913503455, 1.8496573582854798, 0.089182408, 36, 23.495211980589463, 99, 'High Risk'),
(193612, 62, 14, '02:46.2', 36.57229655, 99.12809263296626, 138, 82, 50, 'Male', 53.401095336712416, 1.6816968544242543, 0.0659375, 56, 18.882293395078293, 100.66666666666666, 'Low Risk'),
(193613, 76, 12, '01:46.2', 36.886809128961254, 95.25620504288298, 128, 71, 35, 'Male', 96.03227117849427, 1.6279265936469751, 0.13168865922063022, 57, 36.23661021752872, 90, 'High Risk'),
(193614, 74, 18, '00:46.2', 36.10845614017093, 97.30561066775321, 111, 72, 82, 'Female', 81.60561894329987, 1.615988794352607, 0.077572552, 39, 31.249521604973168, 85, 'High Risk'),
(193615, 62, 13, '59:46.2', 37.33698848744154, 95.56792165537024, 125, 75, 79, 'Female', 54.37061469872742, 1.556538005969587, 0.086420904, 50, 22.441133246645386, 91.66666666666666, 'Low Risk'),
(193616, 81, 19, '58:46.2', 37.28174444547324, 99.49544823, 128, 84, 19, 'Male', 97.21277017749267, 1.8487892396195864, 0.06495506, 44, 28.441238839270145, 98.66666666666667, 'Low Risk'),
(193617, 62, 17, '57:46.2', 37.24633734767523, 98.12746989210149, 130, 80, 52, 'Male', 75.66847352, 1.5427188549888988, 0.12070517368940477, 50, 31.793723863878174, 96.66666666666666, 'High Risk'),
(193618, 71, 18, '56:46.2', 37.244800108225604, 98.00713726876891, 111, 70, 62, 'Male', 69.11634796, 1.9884366174757604, 0.086245153, 41, 17.480637952270804, 83.66666666666667, 'High Risk'),
(193619, 88, 15, '55:46.2', 36.94113084359058, 99.39982980807478, 136, 73, 80, 'Female', 77.36626957175585, 1.907630343, 0.072916135, 63, 21.259997703087784, 94, 'Low Risk'),
(193620, 62, 17, '54:46.2', 36.96853062363105, 98.52791404218472, 132, 73, 29, 'Female', 92.11135044416591, 1.8997173901289814, 0.1432410989745178, 59, 25.523201722689233, 92.66666666666666, 'Low Risk'),
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(193622, 78, 15, '52:46.2', 37.140156237791615, 95.81917748467528, 129, 76, 30, 'Male', 93.30426216552408, 1.685929192207645, 0.12321220811594115, 53, 32.82636707839379, 93.66666666666666, 'High Risk'),
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(193797, 99, 18, '57:46.2', 36.09922823537256, 96.71270908463976, 118, 86, 54, 'Female', 66.21914403, 1.6948247671064411, 0.074275169, 32, 23.05334548926537, 96.66666666666667, 'High Risk'),
(193798, 83, 15, '56:46.2', 36.32329895086537, 99.98912723940562, 129, 79, 41, 'Male', 91.28691400203796, 1.9035095194853013, 0.1331391954416687, 50, 25.19407510333328, 95.66666666666666, 'Low Risk'),
(193799, 99, 13, '55:46.2', 36.04207375808924, 98.87170904061502, 134, 71, 42, 'Male', 89.45640460206727, 1.8920707234193914, 0.064392834, 63, 24.988299788132856, 92, 'High Risk'),
(193800, 63, 15, '54:46.2', 37.32911504228876, 95.82804643, 120, 77, 21, 'Female', 78.62609656326282, 1.8245592754611213, 0.11951683173954349, 43, 23.618415646214878, 91.33333333333333, 'Low Risk'),
(193801, 83, 17, '53:46.2', 36.74299962564399, 99.34080167421698, 122, 73, 59, 'Male', 63.89399001761366, 1.8627325592927588, 0.083589019, 49, 18.414460431420515, 89.33333333333333, 'High Risk'),
(193802, 80, 12, '52:46.2', 37.27510962690889, 96.16687412669206, 135, 86, 54, 'Male', 58.36355686780291, 1.928135608, 0.14901912742260548, 49, 15.698805218862859, 102.33333333333333, 'High Risk'),
(193803, 99, 18, '51:46.2', 36.21765559664503, 95.42008025, 116, 85, 35, 'Male', 91.40308313, 1.877997196754728, 0.11626683032146158, 31, 25.916178699787224, 95.33333333333333, 'High Risk'),
(193804, 91, 16, '50:46.2', 36.74960242559024, 97.12803184173899, 127, 85, 84, 'Male', 56.31567764638452, 1.577355520330292, 0.083714045, 42, 22.63445981529153, 99, 'High Risk'),
(193805, 68, 16, '49:46.2', 36.59334127, 97.15041981482314, 118, 80, 67, 'Female', 65.38033102447386, 1.9080999858729508, 0.065507633, 38, 17.957457963341092, 92.66666666666667, 'High Risk'),
(193806, 98, 18, '48:46.2', 36.740573681157684, 97.82318983558247, 126, 75, 19, 'Female', 57.16639272, 1.9141254335083153, 0.090255614, 51, 15.602708713585871, 92, 'High Risk'),
(193807, 90, 14, '47:46.2', 36.631386704304745, 97.2628147, 118, 82, 73, 'Male', 95.18497053265511, 1.827260061440179, 0.055763766, 36, 28.50805946071985, 94, 'Low Risk'),
(193808, 78, 18, '46:46.2', 36.02570202337889, 98.33438634, 112, 80, 25, 'Male', 61.338605328875005, 1.5366033057169282, 0.11689646372165058, 32, 25.978278646053564, 90.66666666666667, 'Low Risk'),
(193809, 65, 15, '45:46.2', 37.360050832964305, 99.56369547894418, 130, 72, 64, 'Male', 88.99842781116246, 1.7155000948251675, 0.14363636041393968, 58, 30.24132684049334, 91.33333333333333, 'High Risk'),
(193810, 60, 16, '44:46.2', 36.13828465430416, 97.66290893490344, 119, 85, 69, 'Female', 85.82541627976443, 1.6871172181658438, 0.073199771, 34, 30.152644204078328, 96.33333333333333, 'High Risk'),
(193811, 79, 12, '43:46.2', 36.17139821683048, 98.28446710869704, 135, 71, 53, 'Male', 87.04500890124714, 1.9286796283454097, 0.10703556230572989, 64, 23.40042189, 92.33333333333333, 'Low Risk'),
(193812, 66, 14, '42:46.2', 36.11396949840815, 99.01255106, 116, 88, 36, 'Male', 64.50701875024947, 1.9986668801949907, 0.075796969, 28, 16.14827509819992, 97.33333333333333, 'High Risk'),
(193813, 80, 19, '41:46.2', 37.41775589930499, 95.93519276412225, 136, 81, 37, 'Male', 96.48529654647973, 1.8027071665513055, 0.1410127329860936, 55, 29.690038823318464, 99.33333333333333, 'Low Risk'),
(193814, 85, 14, '40:46.2', 36.17931263912264, 95.40578817917321, 114, 80, 50, 'Male', 80.43432825, 1.783445919798683, 0.12336709789417183, 34, 25.288411509888792, 91.33333333333333, 'Low Risk'),
(193815, 64, 13, '39:46.2', 37.339897192782416, 98.08082597314126, 111, 79, 24, 'Female', 71.77224734, 1.9831003866478838, 0.12931055876088632, 32, 18.25017976858865, 89.66666666666667, 'High Risk'),
(193816, 64, 13, '38:46.2', 37.16319878199789, 98.70363073, 122, 85, 66, 'Female', 76.62642636048294, 1.5840646274368368, 0.084329036, 37, 30.53745073996996, 97.33333333333333, 'High Risk'),
(193817, 77, 15, '37:46.2', 37.03655459475611, 97.04196276419589, 115, 85, 51, 'Male', 53.58039899605821, 1.573022812187932, 0.079961434, 30, 21.653888770269706, 95, 'Low Risk'),
(193818, 87, 13, '36:46.2', 36.47700242152881, 99.69625092108917, 124, 72, 69, 'Female', 53.315509969385246, 1.6491022062765484, 0.1047350439076043, 52, 19.604619707008833, 89.33333333333333, 'Low Risk'),
(193819, 90, 14, '35:46.2', 36.536350743841126, 98.74395796950004, 122, 89, 89, 'Male', 66.01709496545841, 1.829140610858699, 0.092108914, 33, 19.73159648, 100, 'Low Risk'),
(193820, 82, 12, '34:46.2', 37.27094945184534, 95.82453216399296, 128, 79, 34, 'Female', 67.74627917, 1.8841722488912052, 0.09459623, 49, 19.08289415642927, 95.33333333333333, 'Low Risk'),
(193821, 95, 15, '33:46.2', 37.44600658146347, 99.50415309183003, 138, 86, 58, 'Male', 82.11501013355968, 1.863709174651225, 0.061743185, 52, 23.64102294485637, 103.33333333333333, 'High Risk'),
(193822, 89, 13, '32:46.2', 37.25726220984964, 99.80676708679846, 113, 76, 66, 'Female', 85.51256108273472, 1.6661922727560041, 0.10848361011208274, 37, 30.80205426264201, 88.33333333333333, 'High Risk'),
(193823, 86, 19, '31:46.2', 37.288445262142126, 99.28069873591488, 122, 79, 43, 'Female', 55.28687542801861, 1.5346971430733682, 0.051211337419885775, 43, 23.473436615813178, 93.33333333333333, 'Low Risk'),
(193824, 94, 13, '30:46.2', 37.29902921754365, 97.96719030579231, 110, 70, 62, 'Male', 85.94447976973603, 1.772489386605685, 0.060587983, 40, 27.355880653541142, 83.33333333333333, 'High Risk'),
(193825, 81, 12, '29:46.2', 36.73882456502913, 95.85952060608034, 125, 80, 53, 'Male', 67.40323728862442, 1.5764335707117443, 0.074556246, 45, 27.122480531446648, 95, 'Low Risk'),
(193826, 72, 19, '28:46.2', 36.053242972761495, 96.86679820765177, 126, 71, 44, 'Female', 93.44088692616481, 1.9272521066112045, 0.087664694, 55, 25.15706048462637, 89.33333333333333, 'Low Risk'),
(193827, 68, 19, '27:46.2', 37.08200180037438, 95.44378718932985, 137, 80, 78, 'Male', 74.81908924077966, 1.8999945898184962, 0.11196688848792305, 57, 20.72562751576683, 99, 'Low Risk'),
(193828, 83, 16, '26:46.2', 37.17770469390261, 97.53841303236574, 125, 74, 57, 'Female', 67.80746086, 1.9212838114166406, 0.10444157168064613, 51, 18.369377325674996, 91, 'High Risk'),
(193829, 88, 15, '25:46.2', 36.23283434844739, 99.54924002236358, 113, 80, 36, 'Female', 67.65491806, 1.992681723502554, 0.09403305, 33, 17.038191583121204, 91, 'High Risk'),
(193830, 82, 17, '24:46.2', 37.24002001999815, 96.73374637721379, 113, 72, 45, 'Male', 62.214101730597164, 1.7978590061406785, 0.12687344513979898, 41, 19.24764389406639, 85.66666666666667, 'Low Risk'),
(193831, 70, 16, '23:46.2', 36.42845256276669, 98.70596664448739, 111, 79, 30, 'Male', 90.53188776643125, 1.6462905054370378, 0.05786275, 32, 33.40324272253302, 89.66666666666667, 'High Risk'),
(193832, 62, 17, '22:46.2', 36.32090391793676, 95.29180987, 133, 86, 80, 'Female', 90.99466066969416, 1.6901514994930928, 0.072419106, 47, 31.854048699428052, 101.66666666666667, 'High Risk'),
(193833, 74, 13, '21:46.2', 37.47397203795291, 95.82104989, 133, 86, 36, 'Male', 73.65368973103654, 1.890166761372658, 0.056692533, 47, 20.615518602752132, 101.66666666666667, 'Low Risk'),
(193834, 66, 19, '20:46.2', 36.92685588572634, 95.88727085057941, 120, 85, 76, 'Female', 73.72268640380594, 1.9928642147930342, 0.098946876, 35, 18.56289613758346, 96.66666666666667, 'Low Risk'),
(193835, 91, 19, '19:46.2', 36.454244531554224, 97.50310618800239, 124, 70, 40, 'Male', 83.37463349876901, 1.752848139453362, 0.074556186, 54, 27.135970213466557, 88, 'High Risk'),
(193836, 84, 12, '18:46.2', 37.13940153205075, 98.77907079778277, 134, 75, 81, 'Female', 60.08429825303553, 1.9772526827343508, 0.053972686713913115, 59, 15.368682771717658, 94.66666666666666, 'High Risk'),
(193837, 88, 18, '17:46.2', 36.666513712999084, 96.29123709, 136, 87, 68, 'Female', 80.92785297883633, 1.6054627743281928, 0.13674747134669607, 49, 31.397678527045432, 103.33333333333333, 'High Risk'),
(193838, 96, 14, '16:46.2', 36.86747939295023, 97.32680096043809, 120, 75, 29, 'Female', 55.94497767, 1.9245316758744666, 0.060480184, 45, 15.104660829548873, 90, 'High Risk'),
(193839, 93, 17, '15:46.2', 37.499582263220226, 99.72699131, 124, 70, 73, 'Male', 59.14786278158301, 1.5538090079921802, 0.086136279, 54, 24.498742158604276, 88, 'High Risk'),
(193840, 92, 18, '14:46.2', 37.04762100036237, 98.31098529382626, 130, 87, 81, 'Female', 61.1041414, 1.9507734164565371, 0.09127448, 43, 16.056725707750484, 101.33333333333333, 'High Risk'),
(193841, 61, 15, '13:46.2', 37.423051645543296, 98.16194991890673, 138, 74, 76, 'Male', 85.27889219266683, 1.847021438673449, 0.067127522, 64, 24.99756332725144, 95.33333333333333, 'Low Risk'),
(193842, 61, 13, '12:46.2', 36.49693515998328, 99.85982880673492, 138, 86, 62, 'Male', 86.60217891984445, 1.964726444405685, 0.12320829451030849, 52, 22.43492581625701, 103.33333333333333, 'Low Risk'),
(193843, 99, 19, '11:46.2', 36.895774337846355, 95.02204566700604, 131, 81, 73, 'Male', 54.537991724731626, 1.6390358036673693, 0.11834926736850127, 50, 20.301225749673552, 97.66666666666666, 'High Risk'),
(193844, 79, 16, '10:46.2', 37.240296679450104, 96.27883311702426, 130, 70, 65, 'Female', 78.53713564218933, 1.8794637990621614, 0.075242569, 60, 22.233463807548446, 90, 'Low Risk'),
(193845, 84, 16, '09:46.2', 37.33935726763509, 96.86116318746771, 116, 77, 21, 'Male', 92.12545914564376, 1.7751752339008287, 0.10323905733873756, 39, 29.23460328530227, 90, 'Low Risk'),
(193846, 72, 19, '08:46.2', 36.38953641267502, 95.90274987978775, 132, 70, 53, 'Male', 91.89767448001518, 1.871159560777948, 0.10868321872730141, 62, 26.247193651408338, 90.66666666666666, 'Low Risk'),
(193847, 64, 18, '07:46.2', 37.170775707848144, 99.07052668572642, 135, 81, 69, 'Male', 97.77277131685901, 1.6351814361756103, 0.091558578, 54, 36.566721922960596, 99, 'High Risk'),
(193848, 89, 16, '06:46.2', 37.03958228089153, 98.75740104375656, 139, 84, 36, 'Male', 51.57421646263102, 1.5740383489353067, 0.1345384776881744, 55, 20.81622726, 102.33333333333333, 'Low Risk'),
(193849, 60, 13, '05:46.2', 36.9298681, 96.40246016, 114, 83, 43, 'Male', 81.54283291734885, 1.7954779099775673, 0.12661342677477866, 31, 25.294474589905047, 93.33333333333333, 'Low Risk'),
(193850, 91, 19, '04:46.2', 36.67038972290333, 95.75668754267362, 122, 71, 74, 'Female', 94.76270770313437, 1.5686244511668197, 0.094023392, 51, 38.51230397774463, 88, 'High Risk'),
(193851, 82, 18, '03:46.2', 36.74543184387845, 96.12876795, 113, 78, 39, 'Female', 89.24377023, 1.9396663755430172, 0.14526189515760873, 35, 23.720499761045563, 89.66666666666667, 'Low Risk'),
(193852, 62, 18, '02:46.2', 37.11412355, 97.60250655644413, 113, 78, 19, 'Female', 81.96855512101538, 1.907621011671281, 0.08073072, 35, 22.52491106916337, 89.66666666666667, 'Low Risk'),
(193853, 99, 19, '01:46.2', 37.34469067181843, 99.86889398661263, 117, 83, 72, 'Male', 60.23618672658989, 1.9995478250198766, 0.13437418956465375, 34, 15.06585831573225, 94.33333333333333, 'High Risk'),
(193854, 99, 13, '00:46.2', 36.054748572674946, 99.04828104868582, 135, 87, 80, 'Female', 79.11778005, 1.5337694101705703, 0.050565619, 48, 33.63209718255649, 103, 'High Risk'),
(193855, 75, 16, '59:46.2', 36.20514565639009, 97.07789389333394, 112, 74, 38, 'Female', 58.67985528, 1.822742425067175, 0.14190104487951125, 38, 17.66194101081501, 86.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(193856, 90, 18, '58:46.2', 36.63963224499882, 99.22663779007152, 136, 88, 18, 'Male', 82.35847567551528, 1.5717960591357834, 0.11143875043277938, 48, 33.33618586094077, 104, 'High Risk'),
(193857, 78, 19, '57:46.2', 36.69542925455841, 98.8875139, 118, 81, 45, 'Female', 58.581735104148756, 1.9873582813057156, 0.10277616502068741, 37, 14.832347540540049, 93.33333333333333, 'High Risk'),
(193858, 90, 17, '56:46.2', 36.71538998158637, 99.41362541, 112, 74, 89, 'Male', 71.92579219786691, 1.6738672181355836, 0.079462111, 38, 25.670991679311523, 86.66666666666667, 'Low Risk'),
(193859, 92, 19, '55:46.2', 36.22409004026308, 96.38346869678074, 139, 83, 54, 'Male', 53.29329730893783, 1.5990881492032292, 0.063556141, 56, 20.841442849970225, 101.66666666666666, 'High Risk'),
(193860, 84, 13, '54:46.2', 36.372600018580904, 95.33246591050657, 136, 77, 38, 'Female', 90.64358261261634, 1.5045588782834893, 0.12411724828930226, 59, 40.042269732243916, 96.66666666666666, 'High Risk'),
(193861, 75, 13, '53:46.2', 37.24022405905148, 96.24087488, 136, 73, 82, 'Female', 62.63736433869267, 1.8502118347154473, 0.077390829, 63, 18.29744987225467, 94, 'High Risk'),
(193862, 81, 18, '52:46.2', 37.22250907803333, 95.09228425, 127, 82, 39, 'Male', 84.16027749744113, 1.9953784450543623, 0.080603115, 45, 21.13764529, 97, 'Low Risk'),
(193863, 89, 16, '51:46.2', 37.48979907935731, 95.17711896320463, 111, 87, 49, 'Male', 83.28451593708665, 1.511769432250596, 0.062919379, 24, 36.44123999891734, 95, 'High Risk'),
(193864, 86, 19, '50:46.2', 36.32420439014741, 96.91190234215192, 127, 88, 79, 'Male', 63.41297504077056, 1.8063244778139222, 0.12151681604050998, 39, 19.43509171397289, 101, 'Low Risk'),
(193865, 67, 15, '49:46.2', 36.973738681046356, 95.67361261, 135, 81, 40, 'Male', 76.68048299911882, 1.7867539963623007, 0.12579235724692595, 54, 24.019021753457565, 99, 'Low Risk'),
(193866, 88, 17, '48:46.2', 36.213875840657515, 99.35401985845762, 138, 71, 88, 'Male', 63.08454663, 1.849581254759541, 0.1036815792302995, 67, 18.440647055458797, 93.33333333333333, 'High Risk'),
(193867, 73, 15, '47:46.2', 37.41732039480467, 99.26916284, 110, 85, 50, 'Female', 50.13866664043752, 1.9461496876645445, 0.08261241, 25, 13.237936655728891, 93.33333333333333, 'High Risk'),
(193868, 78, 18, '46:46.2', 36.20585050219863, 96.00020931502046, 138, 74, 79, 'Female', 91.69460135288304, 1.9545702331785797, 0.11626223640016776, 64, 24.001655933941496, 95.33333333333333, 'Low Risk'),
(193869, 60, 15, '45:46.2', 36.146351843958556, 95.26233776680934, 128, 75, 51, 'Female', 86.94822087, 1.999128995929502, 0.098944503, 53, 21.75600066, 92.66666666666666, 'Low Risk'),
(193870, 65, 14, '44:46.2', 37.18429255324513, 95.91316597091107, 138, 70, 53, 'Female', 50.546926754149524, 1.5983362933869243, 0.14475148633441093, 68, 19.786019534759745, 92.66666666666666, 'Low Risk'),
(193871, 86, 19, '43:46.2', 36.93012678136851, 95.62722485538933, 119, 70, 37, 'Female', 65.41707294908618, 1.795843070274121, 0.1484628557483189, 49, 20.284034549972027, 86.33333333333333, 'Low Risk'),
(193872, 94, 19, '42:46.2', 36.97791450494049, 96.77890238, 132, 85, 67, 'Male', 72.85263792199987, 1.9679977389330405, 0.082824273, 47, 18.810316002542503, 100.66666666666667, 'High Risk'),
(193873, 80, 17, '41:46.2', 36.05522433445249, 95.25287752704213, 134, 72, 30, 'Female', 77.97088116689298, 1.6924524792858535, 0.058897605, 62, 27.22071167715649, 92.66666666666666, 'Low Risk'),
(193874, 66, 14, '40:46.2', 37.28473247204777, 97.18618970464104, 120, 73, 72, 'Female', 79.46990300427325, 1.6192278604849617, 0.072843463, 47, 30.310056612122292, 88.66666666666667, 'High Risk'),
(193875, 92, 18, '39:46.2', 36.77785524417027, 98.37821924695996, 115, 80, 79, 'Male', 59.08778504316172, 1.9719607465725357, 0.1346298399201128, 35, 15.195016602648511, 91.66666666666667, 'High Risk'),
(193876, 99, 15, '38:46.2', 36.15006455394479, 97.89911258, 139, 87, 37, 'Female', 51.010205553376004, 1.563388790587609, 0.096989708, 52, 20.870030610827666, 104.33333333333333, 'High Risk'),
(193877, 79, 16, '37:46.2', 37.17169907019082, 95.82276204254967, 137, 88, 36, 'Male', 85.86956534948371, 1.7551363209607989, 0.131909422, 49, 27.875172096303302, 104.33333333333333, 'Low Risk'),
(193878, 63, 16, '36:46.2', 36.900210727004335, 97.64032105477348, 126, 87, 49, 'Male', 90.95311083, 1.9411617466656483, 0.13043897959511064, 39, 24.137601275080858, 100, 'Low Risk'),
(193879, 64, 13, '35:46.2', 36.89833020920021, 97.13315513819683, 113, 78, 34, 'Female', 55.911319258721825, 1.576044895757329, 0.076883294, 35, 22.509330103006633, 89.66666666666667, 'Low Risk'),
(193880, 73, 17, '34:46.2', 36.256613213077884, 97.84661265029581, 139, 86, 39, 'Female', 71.58108417029914, 1.5545490420927788, 0.084113312, 53, 29.62029755, 103.66666666666666, 'Low Risk'),
(193881, 61, 17, '33:46.2', 36.80299890295518, 97.33299721838563, 115, 73, 25, 'Male', 64.73372537608557, 1.9939778055008892, 0.084412688, 42, 16.281333080465917, 87, 'High Risk'),
(193882, 85, 12, '32:46.2', 36.09377949557324, 97.46998462740942, 112, 86, 20, 'Male', 85.57838316136828, 1.6014475175891818, 0.12750087558195305, 26, 33.368651473438014, 94.66666666666667, 'High Risk'),
(193883, 95, 13, '31:46.2', 36.97563144, 97.25971571834496, 120, 80, 85, 'Male', 75.14662043, 1.796341413962562, 0.10120814009615735, 40, 23.287972995606157, 93.33333333333333, 'High Risk'),
(193884, 91, 19, '30:46.2', 37.495558256502626, 95.87074526115445, 111, 77, 27, 'Female', 68.15627391335994, 1.7286156952540304, 0.12786459825995516, 34, 22.809141308123717, 88.33333333333333, 'High Risk'),
(193885, 68, 14, '29:46.2', 36.01453011169991, 97.32276114193617, 139, 72, 61, 'Female', 90.69368822709814, 1.976650382538927, 0.059785123, 67, 23.212255485445148, 94.33333333333333, 'Low Risk'),
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(193888, 77, 12, '26:46.2', 37.316807488858785, 99.00255211102613, 136, 73, 20, 'Female', 68.59806991510985, 1.9469481099133241, 0.065364342, 63, 18.096856506662135, 94, 'High Risk'),
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(193892, 81, 16, '22:46.2', 36.89792329429593, 95.87256632016852, 127, 73, 55, 'Male', 73.86499172303142, 1.910860069360398, 0.099990411, 54, 20.229301307114184, 91, 'Low Risk'),
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(193896, 71, 13, '18:46.2', 36.71713316771481, 99.00285649608097, 125, 80, 61, 'Male', 75.77583689613911, 1.8931287382974678, 0.11766949088238049, 45, 21.143186714525854, 95, 'Low Risk'),
(193897, 84, 14, '17:46.2', 36.67963131968991, 99.97625693592622, 124, 70, 57, 'Female', 72.21877087247911, 1.5062213132052653, 0.088693548, 54, 31.832629565717962, 88, 'High Risk'),
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(193899, 69, 16, '15:46.2', 37.495069539942875, 96.21101660262045, 136, 82, 48, 'Female', 95.10620341332366, 1.9734919887776368, 0.1461423916271127, 54, 24.419575479981493, 100, 'Low Risk'),
(193900, 66, 14, '14:46.2', 36.812870786964616, 96.51590299050835, 139, 81, 54, 'Male', 83.17842928, 1.8978745862023376, 0.11531143393077048, 58, 23.092752145389937, 100.33333333333333, 'Low Risk'),
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(193903, 67, 15, '11:46.2', 37.17087157, 98.10198333515388, 130, 87, 65, 'Female', 99.94573291803152, 1.9839491887596359, 0.062449962, 43, 25.392365851186845, 101.33333333333333, 'Low Risk'),
(193904, 92, 13, '10:46.2', 37.24068156637178, 97.39062113042382, 135, 70, 84, 'Female', 56.05795993031501, 1.9441542023613803, 0.084896741, 65, 14.831185674893048, 91.66666666666666, 'High Risk'),
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(193906, 88, 12, '08:46.2', 36.51331874304695, 95.05723488144889, 128, 74, 65, 'Male', 86.30539175700919, 1.5099434636191074, 0.079499823, 54, 37.854416426544255, 92, 'High Risk'),
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(193908, 86, 16, '06:46.2', 37.00095911042695, 98.97110337780299, 130, 84, 41, 'Male', 84.66840427, 1.5440445974916939, 0.10097673144249203, 46, 35.514172062662254, 99.33333333333333, 'High Risk'),
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(193910, 77, 13, '04:46.2', 36.92816695088505, 98.03815106129417, 115, 71, 63, 'Female', 59.888923461961866, 1.5645388484728582, 0.13557816508655168, 44, 24.466610241530788, 85.66666666666667, 'Low Risk'),
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(193956, 69, 15, '18:46.2', 37.14450021410516, 95.59730276262826, 123, 72, 46, 'Male', 70.89634958, 1.9697635683079866, 0.081759403, 51, 18.272403321915352, 89, 'High Risk'),
(193957, 74, 18, '17:46.2', 37.23435207210396, 97.95131980216978, 120, 84, 21, 'Male', 69.41522311, 1.508778100324038, 0.089135943, 36, 30.49326868419331, 96, 'High Risk'),
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(193960, 90, 19, '14:46.2', 36.998757567681956, 99.09140296261718, 115, 76, 46, 'Female', 89.61989104991599, 1.7412194288917888, 0.14275103078200324, 39, 29.559521712771694, 89, 'Low Risk'),
(193961, 61, 14, '13:46.2', 36.32968773, 98.76336491571317, 133, 81, 18, 'Male', 96.55003626, 1.8104278185496736, 0.070255117, 52, 29.45710160461505, 98.33333333333333, 'Low Risk'),
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(193963, 74, 15, '11:46.2', 36.867995353292685, 97.64208000274903, 130, 82, 50, 'Female', 91.22643511480314, 1.5202866181306856, 0.1292210269581081, 48, 39.47023922192132, 98, 'High Risk'),
(193964, 99, 19, '10:46.2', 36.70103569285757, 97.21800877297515, 124, 70, 66, 'Male', 54.658033215328025, 1.9657588794139942, 0.12480438263854933, 54, 14.144692421176776, 88, 'High Risk'),
(193965, 92, 14, '09:46.2', 36.73491620331502, 97.39773604139093, 128, 72, 21, 'Male', 79.72323774720122, 1.6133295077777392, 0.059518858, 56, 30.62942005624986, 90.66666666666666, 'High Risk'),
(193966, 86, 13, '08:46.2', 36.45582062011508, 95.36694868, 138, 74, 63, 'Male', 52.90078512826395, 1.566727121998957, 0.11369511630540094, 64, 21.55139537150748, 95.33333333333333, 'Low Risk'),
(193967, 79, 16, '07:46.2', 36.25784765948988, 95.91962738934858, 117, 80, 61, 'Female', 56.97935601216289, 1.9366352348068276, 0.096351295, 37, 15.192242300994312, 92.33333333333333, 'High Risk'),
(193968, 65, 16, '06:46.2', 36.61117278646954, 98.83310793559386, 111, 81, 29, 'Male', 95.54260807, 1.7487559091436473, 0.080405874, 30, 31.24199094747536, 91, 'High Risk'),
(193969, 96, 13, '05:46.2', 36.32975319, 96.35500801364338, 131, 81, 73, 'Female', 72.13457584932931, 1.652286426010898, 0.1446917237369965, 50, 26.422433432755493, 97.66666666666666, 'High Risk'),
(193970, 78, 12, '04:46.2', 36.655118604320414, 98.41196689486583, 115, 87, 49, 'Female', 66.91639694170257, 1.712607412227664, 0.12734046543954186, 28, 22.81481281966782, 96.33333333333333, 'Low Risk'),
(193971, 60, 12, '03:46.2', 36.55000152401007, 95.97591520704222, 121, 86, 46, 'Female', 59.633008908036174, 1.5406515982817766, 0.12655480236229694, 35, 25.123367171982302, 97.66666666666667, 'Low Risk'),
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(193985, 69, 16, '49:46.2', 37.36202985050891, 97.78494755513299, 126, 83, 57, 'Female', 75.20768625616051, 1.7868471582740701, 0.14266379244792943, 43, 23.55523364238273, 97.33333333333333, 'Low Risk'),
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(194048, 62, 12, '46:46.2', 36.64508284772227, 97.39422326940564, 115, 76, 77, 'Female', 69.21966231565798, 1.5813447472511426, 0.086110644, 39, 27.680654562418233, 89, 'Low Risk'),
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(194053, 73, 18, '41:46.2', 37.06828987586396, 98.82243857904024, 111, 72, 48, 'Female', 81.87003998617925, 1.556728102008527, 0.077808158, 39, 33.783097904332344, 85, 'High Risk'),
(194054, 99, 12, '40:46.2', 36.77679041004415, 98.54544293325222, 128, 73, 50, 'Female', 60.238854113108516, 1.9405084425312906, 0.088146794, 55, 15.997260938663949, 91.33333333333333, 'High Risk'),
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(194056, 77, 15, '38:46.2', 36.26900927930256, 99.01460808326722, 123, 75, 24, 'Female', 60.69350268530561, 1.8520740164041058, 0.14763311847925398, 48, 17.693979675296113, 91, 'High Risk'),
(194057, 88, 17, '37:46.2', 36.28447323970866, 95.8507583, 112, 73, 41, 'Male', 52.18333515535589, 1.9512427528092586, 0.1463720988913227, 39, 13.70595262432929, 86, 'High Risk'),
(194058, 61, 12, '36:46.2', 36.01438955383352, 95.59906019235211, 116, 87, 84, 'Female', 79.08770524754553, 1.612474349224163, 0.11401866021342423, 29, 30.417487978372918, 96.66666666666667, 'High Risk'),
(194059, 72, 16, '35:46.2', 36.408630246863765, 98.57171486542703, 128, 86, 86, 'Male', 56.83996961025113, 1.9494239291008737, 0.14674791285707406, 42, 14.956888346180657, 100, 'High Risk'),
(194060, 90, 12, '34:46.2', 37.12841597813643, 98.19039681062904, 119, 82, 37, 'Female', 50.350562673493684, 1.9318722268407134, 0.10489951945178765, 37, 13.491105244150088, 94.33333333333333, 'High Risk'),
(194061, 76, 16, '33:46.2', 36.51603487, 95.05355407504875, 114, 72, 85, 'Male', 56.04277874268178, 1.9048798197283427, 0.063679078, 42, 15.444878590305027, 86, 'High Risk'),
(194062, 66, 18, '32:46.2', 37.060322260806764, 97.92873979395688, 131, 88, 19, 'Female', 80.33915182573338, 1.8764390887938853, 0.11281134406487964, 43, 22.816987251853174, 102.33333333333333, 'Low Risk'),
(194063, 63, 19, '31:46.2', 36.509436822253534, 97.21555706502718, 119, 74, 18, 'Male', 76.41406174010778, 1.9426347691016068, 0.08704794, 45, 20.24841205244639, 89, 'Low Risk'),
(194064, 80, 12, '30:46.2', 36.53727864872816, 98.39622273909569, 112, 76, 29, 'Female', 51.15809709172019, 1.8425170196997471, 0.072767798, 36, 15.069240543801659, 88, 'High Risk'),
(194065, 95, 14, '29:46.2', 36.37588832, 96.71835434, 110, 70, 61, 'Male', 80.38462737450956, 1.872229287804269, 0.080035402, 40, 22.932686464443798, 83.33333333333333, 'High Risk'),
(194066, 85, 19, '28:46.2', 36.347672834158104, 95.52634079567207, 126, 75, 29, 'Female', 81.79312567029521, 1.9605342318029717, 0.138549791, 51, 21.279819772891408, 92, 'Low Risk'),
(194067, 81, 16, '27:46.2', 36.81720619814153, 97.43627649152873, 123, 73, 24, 'Male', 96.05001043555652, 1.595893277908694, 0.08453267, 50, 37.71288228, 89.66666666666666, 'High Risk'),
(194068, 75, 17, '26:46.2', 36.151535509656334, 97.99306328035526, 116, 84, 38, 'Male', 91.16763946, 1.5884797988445694, 0.14523641529444642, 32, 36.130778373202816, 94.66666666666667, 'High Risk'),
(194069, 89, 14, '25:46.2', 36.39338580475336, 98.06407678187162, 138, 75, 64, 'Male', 86.65668730369403, 1.6053926785770816, 0.12245893141822643, 63, 33.62323739, 96, 'High Risk'),
(194070, 98, 13, '24:46.2', 37.38030337455009, 95.97349137394413, 137, 72, 46, 'Female', 82.42434520555123, 1.581264800198071, 0.077464563, 65, 32.96448527923684, 93.66666666666666, 'High Risk'),
(194071, 66, 14, '23:46.2', 36.24908038572505, 98.75328580515664, 119, 74, 50, 'Female', 65.57172204113108, 1.9586465505775745, 0.051939703, 45, 17.092454998504138, 89, 'High Risk'),
(194072, 71, 17, '22:46.2', 36.27466566298877, 98.72440065, 118, 77, 84, 'Female', 93.64349689407052, 1.7887907943525716, 0.085710676, 41, 29.265673331348513, 90.66666666666667, 'Low Risk'),
(194073, 81, 18, '21:46.2', 36.22259730629565, 99.16706428013563, 118, 85, 33, 'Female', 57.61041764821124, 1.548822657752841, 0.14555841934578395, 33, 24.01583201051995, 96, 'Low Risk'),
(194074, 97, 17, '20:46.2', 37.12450955229884, 99.50230486, 113, 79, 69, 'Female', 86.54902183686144, 1.7487877295475092, 0.12245498993213216, 34, 28.300099937761395, 90.33333333333333, 'High Risk'),
(194075, 66, 15, '19:46.2', 36.204120786982536, 95.72403804988356, 122, 87, 88, 'Male', 86.59502673984457, 1.6681927406024477, 0.057646944, 35, 31.11719896199291, 98.66666666666667, 'High Risk'),
(194076, 98, 18, '18:46.2', 36.64772973515562, 98.34444807161437, 125, 83, 78, 'Male', 56.19149322610399, 1.8280688454159248, 0.14428901587205137, 42, 16.814558886273975, 97, 'High Risk'),
(194077, 93, 16, '17:46.2', 36.91774479, 95.97505771050568, 129, 86, 76, 'Female', 99.54733101, 1.6481099342415346, 0.054892943, 43, 36.648589638301296, 100.33333333333333, 'High Risk'),
(194078, 92, 18, '16:46.2', 36.857752825583454, 99.25352120643562, 119, 72, 45, 'Female', 56.504120627090835, 1.9739034842610232, 0.051905237, 47, 14.50201310015867, 87.66666666666667, 'High Risk'),
(194079, 90, 19, '15:46.2', 36.43474191970948, 96.55241730177613, 127, 76, 39, 'Male', 57.829848226336495, 1.8507977317073956, 0.084429959, 51, 16.882398034539737, 93, 'High Risk'),
(194080, 85, 17, '14:46.2', 37.18915848755436, 95.83983091797037, 133, 71, 68, 'Male', 89.15656959, 1.5255230747615391, 0.082226758, 62, 38.31032073584088, 91.66666666666666, 'High Risk'),
(194081, 69, 18, '13:46.2', 36.88424114829987, 96.75459440143277, 125, 83, 72, 'Male', 78.26975975, 1.818925715943423, 0.086687849, 42, 23.657239938272667, 97, 'Low Risk'),
(194082, 94, 15, '12:46.2', 36.63738303195462, 97.21262560218094, 115, 88, 84, 'Male', 89.76306391450149, 1.5845544309691006, 0.11652270358217576, 27, 35.75060071837036, 97, 'High Risk'),
(194083, 84, 13, '11:46.2', 36.549154890593286, 97.29232260180109, 122, 82, 40, 'Male', 71.94086304716464, 1.5579543933972004, 0.1490086046328047, 40, 29.63917855515182, 95.33333333333333, 'Low Risk'),
(194084, 62, 13, '10:46.2', 36.99077426309914, 97.99807158755411, 130, 79, 75, 'Male', 90.00675170928042, 1.9239560996933058, 0.105174229, 51, 24.31558778, 96, 'Low Risk'),
(194085, 72, 19, '09:46.2', 37.047555897759004, 96.73704178450059, 139, 89, 27, 'Male', 67.48151192142555, 1.5481500606899463, 0.10678051169863353, 50, 28.155205149220173, 105.66666666666666, 'Low Risk'),
(194086, 82, 14, '08:46.2', 36.36607772702954, 99.51553259100679, 132, 85, 44, 'Male', 93.56786367433466, 1.8022854777457353, 0.1009351210351877, 47, 28.80577388008147, 100.66666666666667, 'Low Risk'),
(194087, 95, 14, '07:46.2', 37.380066181726555, 97.96758190017329, 116, 74, 72, 'Male', 77.19636343972992, 1.6048974722987204, 0.12046838173680172, 42, 29.971070552974297, 88, 'High Risk'),
(194088, 90, 13, '06:46.2', 37.29453075212223, 98.59465330960991, 125, 88, 74, 'Male', 76.51307751313044, 1.8943974773458057, 0.078584554, 37, 21.320307152433436, 100.33333333333333, 'Low Risk'),
(194089, 67, 13, '05:46.2', 36.95155048498211, 95.54757028746373, 137, 70, 35, 'Female', 72.59788597549871, 1.6875065918686372, 0.089184888, 67, 25.49370866, 92.33333333333333, 'Low Risk'),
(194090, 61, 12, '04:46.2', 36.200196004920144, 96.49192587753414, 128, 81, 52, 'Female', 58.84298216751925, 1.526525100235885, 0.10996862883280942, 47, 25.251476392323394, 96.66666666666667, 'Low Risk'),
(194091, 72, 16, '03:46.2', 36.766397847945676, 99.09171153351899, 112, 77, 44, 'Female', 60.19791479787938, 1.9913925080078876, 0.094954801, 35, 15.179858041184835, 88.66666666666667, 'High Risk'),
(194092, 76, 18, '02:46.2', 36.91686354043253, 97.40255855396886, 122, 76, 45, 'Male', 89.38358639570498, 1.7864265945440159, 0.12025207383787447, 46, 28.008343575841803, 91.33333333333333, 'Low Risk'),
(194093, 63, 12, '01:46.2', 37.141278816704926, 98.41559881, 120, 86, 65, 'Female', 83.95687904675506, 1.6499640920152652, 0.083489143, 34, 30.839498025686478, 97.33333333333333, 'High Risk'),
(194094, 87, 17, '00:46.2', 37.154214722211805, 97.28834672339985, 137, 81, 70, 'Male', 65.87813852272893, 1.6060291125827657, 0.1473421243835063, 56, 25.540799752604578, 99.66666666666666, 'Low Risk'),
(194095, 79, 13, '59:46.2', 36.34900477962171, 97.17934505026759, 138, 77, 35, 'Male', 76.57677279041748, 1.8272622783683472, 0.062520424, 61, 22.934817152512835, 97.33333333333333, 'Low Risk'),
(194096, 92, 13, '58:46.2', 36.70230812216606, 97.43290641857308, 131, 86, 75, 'Male', 57.99661250432149, 1.7993142666663433, 0.1371331497784525, 45, 17.913835460335378, 101, 'High Risk'),
(194097, 85, 16, '57:46.2', 36.652456627473406, 95.45450564332621, 138, 70, 79, 'Male', 98.76443795644816, 1.8359838553492267, 0.088574648, 68, 29.299680241209977, 92.66666666666666, 'Low Risk'),
(194098, 77, 19, '56:46.2', 36.03074111871638, 97.80395164252734, 112, 84, 52, 'Male', 86.35821842399392, 1.7611771859562015, 0.13544883729996215, 28, 27.841816844191978, 93.33333333333333, 'Low Risk'),
(194099, 67, 13, '55:46.2', 36.278989931541396, 98.52487311, 119, 87, 86, 'Male', 97.56592677128117, 1.622915542955608, 0.069871978, 32, 37.04301564563989, 97.66666666666667, 'High Risk'),
(194100, 97, 18, '54:46.2', 36.37963235062638, 95.38795142972036, 134, 83, 46, 'Male', 63.77544322758189, 1.7908701419982571, 0.14573692159894502, 51, 19.884986200522658, 100, 'High Risk'),
(194101, 63, 15, '53:46.2', 36.06707807365213, 96.44683596250778, 127, 80, 62, 'Female', 97.78717948631578, 1.8229491157494035, 0.074476325, 47, 29.426108176097465, 95.66666666666667, 'Low Risk'),
(194102, 77, 13, '52:46.2', 37.228567030671385, 97.72515502166716, 112, 85, 62, 'Male', 67.48373823361733, 1.9554299746103974, 0.055911291, 27, 17.648776194656225, 94, 'High Risk'),
(194103, 86, 13, '51:46.2', 36.80392294276673, 96.19838806188035, 110, 72, 84, 'Male', 88.33861585186631, 1.724171112472386, 0.14138103093415066, 38, 29.715966580101874, 84.66666666666667, 'Low Risk'),
(194104, 72, 12, '50:46.2', 36.77742572768886, 98.06120252, 114, 82, 45, 'Female', 82.16993600011246, 1.7355892998874385, 0.053619644427932434, 32, 27.27840799682303, 92.66666666666667, 'Low Risk'),
(194105, 73, 16, '49:46.2', 36.42537007926518, 99.34928849471058, 134, 72, 77, 'Female', 71.75815165506498, 1.8858628539898268, 0.10977035639463445, 62, 20.17674155427236, 92.66666666666666, 'Low Risk'),
(194106, 92, 13, '48:46.2', 36.644703845217855, 99.24132847265673, 117, 70, 52, 'Female', 68.89272541, 1.5216981148824806, 0.093066989, 47, 29.75201337945398, 85.66666666666667, 'High Risk'),
(194107, 84, 14, '47:46.2', 36.175914678374966, 96.47272514244321, 131, 72, 26, 'Male', 85.06622360612161, 1.7888481647152665, 0.071767263, 59, 26.583379661264942, 91.66666666666666, 'Low Risk'),
(194108, 79, 16, '46:46.2', 36.734852933398805, 95.60169759689273, 117, 84, 20, 'Female', 95.33844656989628, 1.9742782656528097, 0.091060047, 33, 24.459712178357755, 95, 'Low Risk'),
(194109, 73, 15, '45:46.2', 37.410754999021506, 97.09557716074166, 122, 70, 21, 'Female', 87.96077425211001, 1.7987525536994715, 0.14113669986357974, 52, 27.18605532907722, 87.33333333333333, 'Low Risk'),
(194110, 84, 14, '44:46.2', 36.40161045803971, 98.90798838702709, 122, 77, 56, 'Male', 92.78618608912072, 1.894113220793733, 0.1059370802517468, 45, 25.862556523982576, 92, 'Low Risk'),
(194111, 85, 12, '43:46.2', 36.58997544481416, 95.20469590665225, 112, 75, 33, 'Male', 86.93438776324777, 1.6325485680896046, 0.12552797623261575, 37, 32.61815403282552, 87.33333333333333, 'High Risk'),
(194112, 90, 17, '42:46.2', 37.125312059826285, 97.90018993120715, 115, 77, 76, 'Female', 97.74825323, 1.978785162860659, 0.092255652, 38, 24.963858637013693, 89.66666666666667, 'Low Risk'),
(194113, 62, 17, '41:46.2', 36.02167118733471, 95.16946392606864, 124, 86, 57, 'Female', 66.15149239652078, 1.9016761238894597, 0.13215145019341107, 38, 18.292225172081416, 98.66666666666667, 'High Risk'),
(194114, 92, 19, '40:46.2', 36.389695405844144, 96.98343598898138, 122, 81, 39, 'Female', 63.04796266223913, 1.9754695052772124, 0.14866161211624418, 41, 16.155871763131735, 94.66666666666667, 'High Risk'),
(194115, 64, 15, '39:46.2', 37.28347546748025, 99.31309768672442, 124, 78, 18, 'Female', 74.78131468321486, 1.9249647892939088, 0.057983256, 46, 20.181224611122936, 93.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(194116, 68, 15, '38:46.2', 36.03787290646981, 98.95485902198836, 113, 81, 29, 'Male', 74.66665436196993, 1.6340181224724994, 0.13830855842821355, 32, 27.964879628742686, 91.66666666666667, 'Low Risk'),
(194117, 95, 19, '37:46.2', 36.11722406847244, 96.71814024956875, 126, 81, 20, 'Male', 90.89037286172746, 1.875026171014661, 0.054160383, 45, 25.85253991595125, 96, 'High Risk'),
(194118, 91, 14, '36:46.2', 37.25775100370423, 96.74616455737728, 127, 88, 20, 'Male', 68.35087185247542, 1.940994902371231, 0.086050009, 39, 18.142422184027925, 101, 'High Risk'),
(194119, 71, 17, '35:46.2', 36.41785679664954, 97.61215432677749, 120, 86, 50, 'Male', 79.36124317379988, 1.8283171539928458, 0.14550474958924609, 34, 23.741349113286116, 97.33333333333333, 'Low Risk'),
(194120, 78, 16, '34:46.2', 37.312903866703934, 96.19027609, 121, 87, 75, 'Female', 98.15553251017708, 1.8713528716088068, 0.075503798, 34, 28.028729198183647, 98.33333333333333, 'Low Risk'),
(194121, 84, 12, '33:46.2', 36.182377690112766, 97.88086672130339, 116, 80, 42, 'Female', 88.33647845795977, 1.7134936131732061, 0.13930378605921595, 36, 30.08673785786604, 92, 'High Risk'),
(194122, 60, 12, '32:46.2', 36.00510419695532, 99.90222201333786, 134, 70, 88, 'Male', 53.29332987426587, 1.6769164286505274, 0.071221878, 64, 18.951780497187542, 91.33333333333333, 'Low Risk'),
(194123, 76, 18, '31:46.2', 37.105817925093824, 97.86136856580042, 115, 73, 66, 'Male', 94.35766799321095, 1.5375466680622172, 0.066036663, 42, 39.913571080727486, 87, 'High Risk'),
(194124, 75, 17, '30:46.2', 36.70566457672689, 95.53169175131802, 122, 72, 25, 'Male', 62.16201194, 1.608776506676322, 0.1428279633825993, 50, 24.01782253, 88.66666666666666, 'Low Risk'),
(194125, 99, 19, '29:46.2', 37.268532591268595, 96.14564372751498, 123, 76, 19, 'Male', 78.68857805776621, 1.8338524958905245, 0.1217724121278717, 47, 23.39822409454653, 91.66666666666667, 'High Risk'),
(194126, 75, 13, '28:46.2', 37.052878834989365, 99.41842853, 115, 80, 60, 'Female', 55.29901168827945, 1.8436256867802654, 0.11498301043373087, 35, 16.269412434021824, 91.66666666666667, 'High Risk'),
(194127, 71, 12, '27:46.2', 37.36591474115985, 99.02848267865433, 134, 73, 54, 'Female', 59.199357461843555, 1.7020521022092052, 0.072069749, 61, 20.434842387022375, 93.33333333333333, 'Low Risk'),
(194128, 78, 18, '26:46.2', 36.11839466, 98.82663620747516, 134, 84, 88, 'Female', 60.15927716703089, 1.517814268986464, 0.0563398, 50, 26.113515781074597, 100.66666666666666, 'Low Risk'),
(194129, 93, 16, '25:46.2', 37.344018802716974, 98.78443838566139, 116, 87, 32, 'Female', 94.21207709647516, 1.7318970068852413, 0.12912687788509103, 29, 31.409603599894144, 96.66666666666667, 'High Risk'),
(194130, 79, 15, '24:46.2', 36.01310392004309, 99.83272184552402, 117, 79, 53, 'Male', 50.71597386, 1.6706063341192399, 0.096673498, 38, 18.171740318133246, 91.66666666666667, 'High Risk'),
(194131, 67, 18, '23:46.2', 36.71061951, 99.17331210090389, 131, 81, 30, 'Female', 95.80759789677255, 1.563277440170951, 0.10530118402221089, 50, 39.20376980349531, 97.66666666666666, 'High Risk'),
(194132, 61, 16, '22:46.2', 37.24373753724603, 95.99000795453765, 114, 77, 33, 'Male', 92.12989496071441, 1.6432445635612738, 0.10178032040995787, 37, 34.118990088714305, 89.33333333333333, 'High Risk'),
(194133, 63, 16, '21:46.2', 36.039757071415906, 97.94121562259433, 128, 75, 87, 'Female', 69.23099186237448, 1.8203735749730472, 0.10028878020105206, 53, 20.891975537026163, 92.66666666666666, 'Low Risk'),
(194134, 73, 19, '20:46.2', 37.40126056616809, 99.78086151640534, 129, 78, 70, 'Male', 89.49893207143091, 1.9236492896468327, 0.10357713851635389, 51, 24.186112034748593, 95, 'Low Risk'),
(194135, 86, 18, '19:46.2', 36.33143332896588, 96.62463579430802, 130, 82, 51, 'Female', 82.51885076, 1.6224769037616293, 0.11924420438285303, 48, 31.34701014082141, 98, 'High Risk'),
(194136, 64, 17, '18:46.2', 37.43344198726004, 99.58032825688123, 116, 87, 72, 'Female', 75.70207246287657, 1.9870275036319909, 0.088661832, 29, 19.17343882756035, 96.66666666666667, 'Low Risk'),
(194137, 89, 14, '17:46.2', 37.48936481, 98.68694587427888, 133, 89, 75, 'Male', 75.44250755868808, 1.7807829888536664, 0.08496587, 44, 23.789982268010196, 103.66666666666667, 'Low Risk'),
(194138, 87, 13, '16:46.2', 36.51448259515666, 98.29462297791662, 138, 74, 72, 'Male', 68.52468752342625, 1.8433053252794533, 0.14325106624491038, 64, 20.167520556656974, 95.33333333333333, 'Low Risk'),
(194139, 78, 12, '15:46.2', 36.20955351148955, 97.49412872701748, 116, 88, 89, 'Female', 71.73920398047329, 1.7986464576635057, 0.079604223, 28, 22.175066964527844, 97.33333333333333, 'Low Risk'),
(194140, 62, 16, '14:46.2', 36.06130151605953, 95.68344756621707, 139, 79, 77, 'Female', 81.02243710399594, 1.8588861088143427, 0.12474130232400343, 60, 23.44767243329337, 99, 'Low Risk'),
(194141, 68, 17, '13:46.2', 37.270695281968074, 98.98909264267722, 130, 70, 18, 'Male', 68.65969720848861, 1.658094346951425, 0.13743410437692305, 60, 24.973729682419435, 90, 'Low Risk'),
(194142, 60, 15, '12:46.2', 36.341474495050996, 97.67557921493312, 130, 84, 89, 'Male', 84.00429683305573, 1.547057561904857, 0.082495071, 46, 35.09849987844665, 99.33333333333333, 'High Risk'),
(194143, 83, 12, '11:46.2', 37.10602236330114, 97.57485947257966, 133, 72, 85, 'Male', 54.87969505170331, 1.9948200523527877, 0.094285694, 61, 13.791269304568477, 92.33333333333333, 'High Risk'),
(194144, 74, 16, '10:46.2', 37.054890795706214, 97.81024223141453, 128, 70, 26, 'Female', 75.81718165292723, 1.9771554790366448, 0.0716178, 58, 19.39483062, 89.33333333333333, 'Low Risk'),
(194145, 74, 14, '09:46.2', 37.45739740744559, 96.65143278455973, 117, 77, 21, 'Female', 56.79235870887698, 1.5625526793384947, 0.12887726980715158, 40, 23.260581650086486, 90.33333333333333, 'Low Risk'),
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(194322, 60, 17, '12:46.2', 36.82177331264616, 98.07731978281001, 122, 88, 27, 'Male', 56.25610757748498, 1.906814629353163, 0.11407382609925461, 34, 15.472223457429168, 99.33333333333333, 'High Risk'),
(194323, 91, 19, '11:46.2', 36.031553476566316, 97.82240991, 130, 75, 74, 'Male', 66.48996846, 1.7157694285887564, 0.1097608945851879, 55, 22.58594552007817, 93.33333333333333, 'High Risk'),
(194324, 89, 12, '10:46.2', 36.52225718227973, 97.29276465789196, 113, 78, 25, 'Male', 82.35590649519119, 1.5394892028904432, 0.084616276, 35, 34.74893167591873, 89.66666666666667, 'High Risk'),
(194325, 61, 12, '09:46.2', 36.07570347041067, 97.89126062, 133, 72, 33, 'Male', 50.01137058873457, 1.5020005844015463, 0.13564609547962797, 61, 22.16810416634175, 92.33333333333333, 'Low Risk'),
(194326, 72, 14, '08:46.2', 36.72817467648417, 99.99564163463062, 135, 87, 78, 'Male', 77.60346559909664, 1.9836010149205954, 0.094315435, 48, 19.7229772, 103, 'Low Risk'),
(194327, 98, 14, '07:46.2', 36.02144002415532, 98.92013374835211, 112, 73, 50, 'Male', 99.73389461734702, 1.5209321757256025, 0.11595848351877014, 39, 43.11447314166011, 86, 'High Risk'),
(194328, 95, 19, '06:46.2', 36.95250711543828, 97.37286125209559, 111, 82, 88, 'Male', 73.59042852959783, 1.8357748120256223, 0.06246088, 29, 21.836474275615377, 91.66666666666667, 'High Risk'),
(194329, 79, 13, '05:46.2', 36.01816112156792, 98.69695084227207, 111, 78, 40, 'Male', 73.02600919756742, 1.893428795994338, 0.069101293, 33, 20.369464508340435, 89, 'Low Risk'),
(194330, 63, 12, '04:46.2', 36.081356731081854, 99.56771446498404, 136, 83, 21, 'Female', 57.27019719813913, 1.8576024328765053, 0.052652585890445136, 53, 16.59675320892585, 100.66666666666666, 'High Risk'),
(194331, 79, 19, '03:46.2', 36.92406992078398, 98.35192042670744, 114, 84, 39, 'Male', 84.09214664658822, 1.8937166750908285, 0.090481474, 30, 23.449059696691936, 94, 'Low Risk'),
(194332, 68, 16, '02:46.2', 36.31812038139888, 99.28258230587811, 112, 84, 20, 'Male', 96.24515303900495, 1.731621268231145, 0.14750500855762164, 28, 32.097635789672985, 93.33333333333333, 'High Risk'),
(194333, 99, 12, '01:46.2', 36.04920390814579, 95.05823335867564, 132, 89, 69, 'Male', 57.67543194935077, 1.9998082457564597, 0.10515952483597468, 43, 14.42162326222731, 103.33333333333333, 'High Risk'),
(194334, 65, 17, '00:46.2', 37.42290736400374, 98.69901074074814, 136, 75, 82, 'Female', 60.87827607276205, 1.6545858459443463, 0.077880297, 61, 22.237386068960046, 95.33333333333333, 'Low Risk'),
(194335, 96, 15, '59:46.2', 37.122034627138255, 99.97414776710521, 139, 89, 57, 'Female', 79.88207828174863, 1.9863797312084166, 0.098786616, 50, 20.245327435493675, 105.66666666666666, 'High Risk'),
(194336, 88, 18, '58:46.2', 36.97474837626555, 95.45461167989392, 121, 77, 42, 'Male', 54.69079565881364, 1.8696088876166053, 0.057133606, 44, 15.646338216137412, 91.66666666666667, 'High Risk'),
(194337, 87, 13, '57:46.2', 37.312030811170644, 98.86388642209084, 128, 80, 24, 'Male', 64.86416023772719, 1.5860792255951077, 0.12741992989491951, 48, 25.784282233595032, 96, 'Low Risk'),
(194338, 87, 12, '56:46.2', 36.190981261742756, 95.79012289, 125, 85, 71, 'Male', 77.21126128, 1.5264826770402025, 0.11412910371016373, 40, 33.13575622873884, 98.33333333333333, 'High Risk'),
(194339, 96, 16, '55:46.2', 36.262755633426686, 95.22733667307298, 119, 70, 27, 'Female', 52.275654121022924, 1.903377741924479, 0.10094456428702311, 49, 14.42944088, 86.33333333333333, 'High Risk'),
(194340, 65, 16, '54:46.2', 36.67555786411233, 97.55794888, 112, 88, 19, 'Male', 55.39382486203074, 1.8504934194181644, 0.070520858, 24, 16.17656337496964, 96, 'High Risk'),
(194341, 92, 12, '53:46.2', 37.493678006626105, 97.72113753970041, 116, 72, 74, 'Male', 72.23732717292343, 1.692583139944996, 0.11480830770017011, 44, 25.21515530718006, 86.66666666666667, 'High Risk'),
(194342, 62, 14, '52:46.2', 36.353596876352576, 99.10180395731021, 133, 76, 55, 'Female', 64.29663076610723, 1.9883623311401994, 0.13642544357650965, 57, 16.26286893309899, 95, 'High Risk'),
(194343, 73, 14, '51:46.2', 36.21578803910507, 98.55299656494154, 131, 82, 46, 'Male', 98.18393505455316, 1.7304735156549682, 0.1153561288668377, 49, 32.787667333938785, 98.33333333333333, 'High Risk'),
(194344, 95, 15, '50:46.2', 37.13282091161392, 97.23622724, 131, 72, 30, 'Male', 58.65951686201997, 1.560764151554233, 0.12690296380242688, 59, 24.080412318032764, 91.66666666666666, 'High Risk'),
(194345, 68, 13, '49:46.2', 36.18021035723395, 97.45860535609859, 129, 86, 39, 'Female', 67.14172385820441, 1.5118834413759459, 0.056323272, 43, 29.373511396053818, 100.33333333333333, 'Low Risk'),
(194346, 65, 12, '48:46.2', 36.579106950716174, 99.09034511128341, 112, 74, 84, 'Female', 52.09086959763902, 1.614554374731239, 0.10541500549714006, 38, 19.98279606, 86.66666666666667, 'Low Risk'),
(194347, 66, 15, '47:46.2', 36.41176932499021, 96.10393906771016, 137, 88, 33, 'Male', 74.49843432693369, 1.9288342177986468, 0.090245316, 49, 20.024299940041253, 104.33333333333333, 'Low Risk'),
(194348, 90, 19, '46:46.2', 36.58060040997776, 98.92877944030376, 125, 86, 25, 'Female', 56.67370701165812, 1.8753719393932868, 0.053700382684828844, 39, 16.114127427421046, 99, 'High Risk'),
(194349, 69, 18, '45:46.2', 36.659180161592296, 99.08734220325898, 137, 80, 19, 'Female', 56.44474405983701, 1.7797170180653912, 0.050153838, 57, 17.820570431446527, 99, 'High Risk'),
(194350, 84, 16, '44:46.2', 36.67864702367435, 96.24640713050937, 130, 73, 43, 'Male', 95.01004294044395, 1.9034727961294262, 0.11822185295921785, 57, 26.222625077579583, 92, 'Low Risk'),
(194351, 98, 16, '43:46.2', 36.24809622746743, 97.91123345217693, 128, 75, 60, 'Male', 69.53754446817229, 1.9700690672697851, 0.14780112114996752, 53, 17.916635011887085, 92.66666666666666, 'High Risk'),
(194352, 98, 12, '42:46.2', 36.830889915007276, 95.14459823992037, 133, 74, 79, 'Female', 87.40504828452674, 1.787723384801076, 0.12374095442375582, 59, 27.34864884015893, 93.66666666666666, 'High Risk'),
(194353, 82, 17, '41:46.2', 37.349231927519085, 99.71712427285938, 135, 83, 86, 'Female', 88.75979667535003, 1.6978103441352248, 0.11414958206803957, 52, 30.79200355370511, 100.33333333333333, 'High Risk'),
(194354, 88, 13, '40:46.2', 37.156064086314885, 95.50283624271417, 131, 81, 74, 'Male', 78.55331668647901, 1.669292820582704, 0.1146228826512758, 50, 28.190285581462764, 97.66666666666666, 'Low Risk'),
(194355, 60, 19, '39:46.2', 36.25207971106973, 98.82616683969414, 139, 76, 26, 'Female', 88.25849978387907, 1.6596572006842143, 0.1302246402129939, 63, 32.04201002657693, 97, 'High Risk'),
(194356, 85, 19, '38:46.2', 36.57497371397763, 98.95409338127243, 139, 89, 70, 'Male', 67.02185534807876, 1.5081160717734368, 0.08672064, 50, 29.467745456887435, 105.66666666666666, 'Low Risk'),
(194357, 74, 14, '37:46.2', 36.35397293273628, 99.67288517383182, 123, 81, 63, 'Female', 55.998131586257436, 1.7007496105247388, 0.1497156130258608, 42, 19.35943936801683, 95, 'Low Risk'),
(194358, 79, 13, '36:46.2', 36.501624829833766, 99.54995477, 114, 89, 76, 'Male', 70.20776629285342, 1.7173403660471218, 0.13479980366941646, 25, 23.80523097377677, 97.33333333333333, 'Low Risk'),
(194359, 77, 19, '35:46.2', 36.17131824178139, 97.86278973282688, 115, 87, 24, 'Male', 69.31424754607376, 1.5182657194247517, 0.10244313139764316, 28, 30.069550805110936, 96.33333333333333, 'High Risk'),
(194360, 99, 18, '34:46.2', 36.00030421557363, 97.18426905, 118, 72, 80, 'Female', 75.72001476666799, 1.575135335, 0.13858990282857558, 46, 30.519326255113327, 87.33333333333333, 'High Risk'),
(194361, 68, 12, '33:46.2', 36.20314731895367, 95.41638464648473, 124, 82, 64, 'Male', 52.48196720020542, 1.5466083180132597, 0.11860495411658863, 42, 21.940646602703723, 96, 'Low Risk'),
(194362, 61, 15, '32:46.2', 36.61171022770967, 95.13388972512139, 122, 76, 88, 'Male', 59.47350917320598, 1.5404687383633084, 0.1198969749250287, 46, 25.06211887788323, 91.33333333333333, 'Low Risk'),
(194363, 92, 14, '31:46.2', 36.08953126169984, 97.9362184, 117, 87, 40, 'Male', 75.05447813924854, 1.5537537522890283, 0.053228262, 30, 31.089391988617525, 97, 'High Risk'),
(194364, 77, 17, '30:46.2', 36.794431071876204, 96.45278473364303, 137, 80, 38, 'Female', 51.68589729868805, 1.8264779005330327, 0.12258773715670351, 57, 15.493274540115852, 99, 'High Risk'),
(194365, 92, 18, '29:46.2', 36.02122511182402, 96.00021348435509, 120, 83, 79, 'Female', 75.29380709007197, 1.7525618775620906, 0.1143378076266832, 37, 24.51390710204579, 95.33333333333333, 'High Risk'),
(194366, 76, 12, '28:46.2', 37.37866446414252, 96.08628436754965, 120, 81, 79, 'Male', 57.82053426448114, 1.9221429394175706, 0.12165971749466349, 39, 15.649870165600152, 94, 'High Risk'),
(194367, 89, 16, '27:46.2', 36.765999527067024, 96.00816497181364, 129, 89, 43, 'Male', 65.00447980190216, 1.5485692898217995, 0.079948426, 40, 27.107034120903908, 102.33333333333333, 'Low Risk'),
(194368, 90, 12, '26:46.2', 37.47897749299536, 99.10904668152648, 127, 81, 35, 'Male', 66.03233947, 1.9383555814065296, 0.11487953177969551, 46, 17.57477549792793, 96.33333333333333, 'High Risk'),
(194369, 65, 17, '25:46.2', 36.55464184260157, 98.33485071575288, 139, 71, 58, 'Male', 65.33269728090579, 1.528666126647373, 0.13542028071627288, 68, 27.957948723899094, 93.66666666666666, 'Low Risk'),
(194370, 77, 17, '24:46.2', 36.124514332218894, 96.16209467737036, 136, 88, 68, 'Female', 81.08713759053606, 1.6111963602302914, 0.085553923, 48, 31.23597205916619, 104, 'High Risk'),
(194371, 94, 16, '23:46.2', 37.307165302389656, 99.72224658614815, 122, 89, 50, 'Male', 77.95460750587165, 1.6785831094598533, 0.058839123, 33, 27.666619147299322, 100, 'High Risk'),
(194372, 78, 18, '22:46.2', 36.853408604956435, 95.51316328657516, 126, 70, 37, 'Female', 86.25528192384054, 1.9460365812377334, 0.1368248098949011, 56, 22.776327526797257, 88.66666666666666, 'Low Risk'),
(194373, 78, 13, '21:46.2', 36.69476728735357, 99.15928083437825, 111, 83, 26, 'Female', 85.80999253657055, 1.9182666659684677, 0.13746543989273985, 28, 23.319535961410757, 92.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(194374, 93, 13, '20:46.2', 36.90156302593296, 98.90334042302526, 137, 76, 59, 'Male', 61.81438661751113, 1.9828778197591748, 0.061635197, 61, 15.721633014453168, 96.33333333333333, 'High Risk'),
(194375, 62, 16, '19:46.2', 36.92754279393021, 98.30279728, 110, 78, 52, 'Male', 87.21971823694997, 1.5034989448884812, 0.13958023606542336, 32, 38.584104400885124, 88.66666666666667, 'High Risk'),
(194376, 85, 18, '18:46.2', 36.19362309606394, 95.46283663, 138, 70, 58, 'Female', 64.29977827253418, 1.5742943244787702, 0.0653308, 68, 25.944040629807457, 92.66666666666666, 'Low Risk'),
(194377, 73, 17, '17:46.2', 36.45624077980125, 99.85427619922913, 110, 76, 84, 'Female', 83.64834106513567, 1.778609787687079, 0.14289195097199908, 34, 26.442102021280157, 87.33333333333333, 'Low Risk'),
(194378, 95, 17, '16:46.2', 37.22992805372265, 97.53289462403784, 128, 79, 85, 'Male', 69.94787376, 1.543646414038367, 0.12237030213644608, 49, 29.35478208928417, 95.33333333333333, 'High Risk'),
(194379, 90, 17, '15:46.2', 37.04450491573884, 95.03541660775211, 128, 71, 82, 'Male', 84.97260419, 1.6791876907611192, 0.077001638, 57, 30.135641754013204, 90, 'High Risk'),
(194380, 76, 12, '14:46.2', 36.53149305, 96.83197707, 123, 70, 68, 'Male', 66.81088617343275, 1.562374133175922, 0.11305587243084611, 53, 27.370148390906436, 87.66666666666666, 'Low Risk'),
(194381, 88, 16, '13:46.2', 36.47570503235439, 97.57594487869312, 121, 77, 37, 'Male', 64.98238208467177, 1.9025684077762208, 0.089501969, 44, 17.95209200760927, 91.66666666666667, 'High Risk'),
(194382, 82, 14, '12:46.2', 36.33758772255161, 96.86627352367802, 120, 76, 82, 'Female', 94.63637842760158, 1.8180199120568272, 0.053650764480662055, 44, 28.632603620594715, 90.66666666666667, 'Low Risk'),
(194383, 76, 18, '11:46.2', 36.13511928363888, 97.24955303334207, 132, 72, 41, 'Female', 67.13872041580012, 1.523652168855984, 0.1287918174137871, 60, 28.92020662025169, 92, 'Low Risk'),
(194384, 91, 16, '10:46.2', 36.56597761358481, 96.74324305434041, 117, 73, 80, 'Female', 86.44907681091863, 1.656196684187556, 0.068087285, 44, 31.516395235174013, 87.66666666666667, 'High Risk'),
(194385, 85, 18, '09:46.2', 36.629642665325555, 95.50336687487837, 111, 73, 28, 'Female', 90.89103061834967, 1.8373703266872683, 0.10169130435015925, 38, 26.923259139587692, 85.66666666666667, 'Low Risk'),
(194386, 86, 14, '08:46.2', 37.17149130505986, 95.40962160996374, 119, 78, 29, 'Female', 88.60573620638678, 1.8741133922114797, 0.14335547200211435, 41, 25.227261568175912, 91.66666666666667, 'Low Risk'),
(194387, 80, 19, '07:46.2', 36.931752654665914, 95.99175534378519, 115, 83, 86, 'Female', 60.53943214634382, 1.5564334153450454, 0.14341961351933843, 32, 24.990632650380377, 93.66666666666667, 'Low Risk'),
(194388, 96, 15, '06:46.2', 37.02383707177069, 99.31811795, 124, 87, 33, 'Female', 72.93383248998828, 1.5835022648540655, 0.098592258, 37, 29.086512865021046, 99.33333333333333, 'High Risk'),
(194389, 74, 12, '05:46.2', 36.20934806246556, 99.89541207595884, 118, 72, 86, 'Male', 84.92322239330734, 1.6079655624919877, 0.14515615048641312, 46, 32.84528074911873, 87.33333333333333, 'High Risk'),
(194390, 87, 19, '04:46.2', 36.61974370049491, 99.38382358107668, 125, 87, 21, 'Female', 61.49935837595261, 1.828895833040511, 0.083915516, 38, 18.386228111859776, 99.66666666666667, 'High Risk'),
(194391, 87, 16, '03:46.2', 36.842057826058365, 95.48938072932776, 119, 77, 86, 'Female', 93.9004065, 1.8563962817179211, 0.090086149, 42, 27.247464323449464, 91, 'Low Risk'),
(194392, 64, 14, '02:46.2', 37.136826946738985, 96.03266113187081, 133, 89, 56, 'Female', 52.28004844818549, 1.6553054695117035, 0.090640156, 44, 19.080057591166913, 103.66666666666667, 'Low Risk'),
(194393, 79, 16, '01:46.2', 36.413101804837666, 96.58428630314086, 132, 74, 57, 'Male', 92.27804554932953, 1.5789394158379748, 0.14203895847046757, 58, 37.01412223383168, 93.33333333333333, 'High Risk'),
(194394, 68, 17, '00:46.2', 36.70109403872707, 96.11421228624964, 138, 81, 70, 'Female', 74.35713970658978, 1.7803572712211135, 0.059909867328940186, 57, 23.458938147912143, 100, 'Low Risk'),
(194395, 68, 13, '59:46.2', 36.16405532195792, 95.48855995, 119, 81, 86, 'Female', 96.11481350441576, 1.5432384021063867, 0.14552801614364103, 38, 40.357502654211736, 93.66666666666667, 'High Risk'),
(194396, 83, 19, '58:46.2', 36.49707410322553, 95.68478115001301, 138, 78, 85, 'Female', 86.12032738, 1.748294001605426, 0.12312270800961726, 60, 28.175831218443662, 98, 'Low Risk'),
(194397, 79, 16, '57:46.2', 36.13030837, 95.35813683924245, 126, 83, 67, 'Male', 75.33621275997999, 1.7804827103756773, 0.12396429087902566, 43, 23.764477080623763, 97.33333333333333, 'Low Risk'),
(194398, 69, 18, '56:46.2', 36.831948239895596, 95.3389812, 119, 79, 35, 'Female', 52.33352273632834, 1.5168885505287601, 0.10088450902052708, 40, 22.744302501711385, 92.33333333333333, 'Low Risk'),
(194399, 92, 12, '55:46.2', 37.41651493, 97.21811940327149, 133, 73, 48, 'Female', 99.53490372623358, 1.733888172236662, 0.10556577647202542, 60, 33.108021808762004, 93, 'High Risk'),
(194400, 78, 13, '54:46.2', 36.789352906250144, 98.86773105882742, 120, 82, 59, 'Male', 53.33384523688643, 1.7952960959169868, 0.079458119, 38, 16.547436509715688, 94.66666666666667, 'High Risk'),
(194401, 92, 17, '53:46.2', 37.11011774283266, 97.30482693783566, 128, 81, 28, 'Female', 75.86896342421137, 1.8322052578404482, 0.078639351, 47, 22.60038826883926, 96.66666666666667, 'High Risk'),
(194402, 89, 12, '52:46.2', 37.400879718018125, 99.31309039466738, 131, 73, 24, 'Male', 92.07113307179591, 1.977966995312645, 0.14586823941481308, 58, 23.533439555538763, 92.33333333333333, 'Low Risk'),
(194403, 70, 13, '51:46.2', 37.194067020496064, 96.47386611456534, 131, 85, 76, 'Female', 87.93227703395692, 1.9962349310446892, 0.1169117617765046, 46, 22.066071337903335, 100.33333333333333, 'Low Risk'),
(194404, 77, 19, '50:46.2', 36.906070378017574, 95.68436035956753, 112, 84, 76, 'Male', 97.24460754043092, 1.9959566078657787, 0.13561993384756588, 28, 24.40975030863025, 93.33333333333333, 'Low Risk'),
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(194579, 79, 14, '55:46.2', 36.123504214242715, 95.39916619268327, 118, 72, 65, 'Male', 73.65522695797831, 1.9565282371280777, 0.14259791786074302, 46, 19.241163580363988, 87.33333333333333, 'Low Risk'),
(194580, 88, 16, '54:46.2', 37.15245913664689, 98.17420415357415, 120, 77, 88, 'Female', 54.32545073887071, 1.6476407272300126, 0.144835763, 43, 20.011438166263332, 91.33333333333333, 'Low Risk'),
(194581, 98, 12, '53:46.2', 37.47811165278991, 96.20716528287066, 127, 72, 28, 'Female', 73.21002335704986, 1.961493413435465, 0.071204115, 55, 19.028161865246336, 90.33333333333333, 'High Risk'),
(194582, 68, 18, '52:46.2', 36.40509910167439, 98.38879612841093, 133, 72, 29, 'Male', 68.82949601625543, 1.8533262983616279, 0.095630265, 61, 20.038758571198912, 92.33333333333333, 'Low Risk'),
(194583, 96, 19, '51:46.2', 37.02247281725203, 96.90765587, 131, 82, 44, 'Female', 85.87108602176215, 1.8328161285623383, 0.1336465723305786, 49, 25.562843407072947, 98.33333333333333, 'High Risk'),
(194584, 71, 15, '50:46.2', 36.11013949061049, 97.51692855485395, 132, 84, 33, 'Male', 73.09233503943855, 1.9183204678106134, 0.05544773, 48, 19.862298989271796, 100, 'Low Risk'),
(194585, 69, 13, '49:46.2', 36.76450702949366, 98.81009607753269, 113, 71, 85, 'Male', 71.05869199359401, 1.5689042515719447, 0.12936724646356254, 42, 28.86850734871935, 85, 'Low Risk'),
(194586, 68, 16, '48:46.2', 36.49961557726541, 98.39690751672346, 133, 88, 52, 'Male', 86.12479121002215, 1.6001382065919905, 0.057584461461287796, 45, 33.63668530088813, 103, 'High Risk'),
(194587, 78, 14, '47:46.2', 36.86862429195943, 95.35391015551826, 118, 78, 88, 'Female', 84.93682559792032, 1.8998889286242813, 0.051296662182913705, 40, 23.530957630969365, 91.33333333333333, 'Low Risk'),
(194588, 76, 16, '46:46.2', 36.51579099479443, 95.07833740695956, 127, 87, 36, 'Female', 94.24166141341846, 1.5536006596351364, 0.078294124, 40, 39.04488426894931, 100.33333333333333, 'High Risk'),
(194589, 72, 19, '45:46.2', 36.979143531587226, 98.48031453073136, 116, 84, 61, 'Male', 58.118650788027324, 1.9875426774269862, 0.14703204841879747, 32, 14.712368634589817, 94.66666666666667, 'High Risk'),
(194590, 82, 17, '44:46.2', 37.02157218, 97.63291609033601, 114, 71, 74, 'Male', 57.99495416246767, 1.8652543728280726, 0.051928336437298356, 43, 16.669173844196756, 85.33333333333333, 'High Risk'),
(194591, 78, 18, '43:46.2', 36.917449976002956, 97.50887457423819, 131, 79, 55, 'Male', 71.33015168020073, 1.9027022098705326, 0.14818754987694044, 52, 19.702961211244784, 96.33333333333333, 'Low Risk'),
(194592, 81, 15, '42:46.2', 37.232677362801745, 97.40573081575639, 134, 89, 40, 'Female', 62.92849586099065, 1.7174891309176468, 0.14115429942134522, 45, 21.33336463911623, 104, 'Low Risk'),
(194593, 78, 19, '41:46.2', 36.17106280177228, 96.83003867565746, 112, 78, 81, 'Male', 89.51211930713227, 1.652576755514022, 0.079014163, 34, 32.776196904278635, 89.33333333333333, 'High Risk'),
(194594, 89, 18, '40:46.2', 36.60022205243195, 98.42771111599039, 116, 76, 60, 'Male', 87.68831722648963, 1.5500434708082382, 0.10381865031268517, 40, 36.4967321, 89.33333333333333, 'High Risk'),
(194595, 96, 15, '39:46.2', 36.036433751124065, 95.85618275798674, 130, 78, 19, 'Female', 64.86134789131148, 1.9837925184900176, 0.10343961269320683, 52, 16.48137623125463, 95.33333333333333, 'High Risk'),
(194596, 88, 18, '38:46.2', 37.45342812114782, 95.66746271772199, 117, 86, 33, 'Male', 86.06336028, 1.904662117895937, 0.10329824015753963, 31, 23.723699292262857, 96.33333333333333, 'Low Risk'),
(194597, 93, 12, '37:46.2', 36.18664581037546, 99.98184530501929, 128, 80, 32, 'Female', 84.43036567448237, 1.6840296938234656, 0.13481001845315646, 48, 29.771394685361983, 96, 'High Risk'),
(194598, 98, 16, '36:46.2', 36.948294957986036, 98.61031856315086, 117, 75, 26, 'Female', 57.86878983745798, 1.6618893796931897, 0.1015397855031753, 42, 20.95270871503895, 89, 'High Risk'),
(194599, 76, 14, '35:46.2', 36.768370057953085, 96.47791288983964, 120, 81, 62, 'Male', 80.14968838180536, 1.6372051145210453, 0.081283416, 39, 29.90168436118769, 94, 'Low Risk'),
(194600, 85, 13, '34:46.2', 36.733031391577235, 95.63496897794975, 133, 87, 65, 'Female', 83.40972745, 1.5325036863600165, 0.10261091425558833, 46, 35.515149434877685, 102.33333333333333, 'High Risk'),
(194601, 70, 17, '33:46.2', 36.653638647435656, 97.06041529514165, 115, 70, 18, 'Female', 90.72924135522305, 1.9058954566595032, 0.1416797624858534, 45, 24.977509334201432, 85, 'Low Risk'),
(194602, 89, 18, '32:46.2', 36.01922256814448, 97.34238121563456, 134, 70, 49, 'Male', 51.302248105378126, 1.9892921300576978, 0.13518891866354216, 64, 12.96400732234388, 91.33333333333333, 'High Risk'),
(194603, 60, 12, '31:46.2', 36.80978418391703, 97.94632617889415, 116, 82, 86, 'Male', 68.47085017682576, 1.5557971610605978, 0.12631970420190664, 34, 28.287838965159604, 93.33333333333333, 'Low Risk'),
(194604, 93, 16, '30:46.2', 37.27399381447896, 96.53651055247656, 139, 78, 51, 'Female', 58.08539326496766, 1.9939015823147486, 0.073795881, 61, 14.61031226099269, 98.33333333333333, 'High Risk'),
(194605, 63, 17, '29:46.2', 36.76770543225918, 97.89833965189399, 118, 71, 70, 'Male', 64.02367804339848, 1.5001442177665716, 0.064134707, 47, 28.44949719237715, 86.66666666666667, 'Low Risk'),
(194606, 94, 12, '28:46.2', 37.14910726627053, 98.22674438970861, 121, 79, 43, 'Male', 91.39750639, 1.8832925867216241, 0.073656281, 42, 25.769070473036095, 93, 'High Risk'),
(194607, 88, 13, '27:46.2', 37.369764078015336, 99.20941878259553, 124, 82, 36, 'Female', 56.386774802319316, 1.7599125928198582, 0.14696501641305854, 42, 18.205183339228753, 96, 'High Risk'),
(194608, 70, 17, '26:46.2', 36.10225066025077, 97.29572112607488, 135, 83, 20, 'Female', 70.42536031517443, 1.7576147950770875, 0.087403277, 52, 22.797208867963732, 100.33333333333333, 'Low Risk'),
(194609, 99, 14, '25:46.2', 37.01775050207427, 98.71617303439555, 134, 79, 27, 'Female', 64.41546926049966, 1.8732409597978772, 0.077281408, 55, 18.35704971843733, 97.33333333333333, 'High Risk'),
(194610, 98, 18, '24:46.2', 36.81672898154595, 96.94119141719888, 138, 86, 54, 'Male', 76.93707290641464, 1.6247088634123203, 0.082340534, 52, 29.146375785739636, 103.33333333333333, 'High Risk'),
(194611, 98, 19, '23:46.2', 36.58782996184487, 96.96170198, 138, 86, 49, 'Male', 94.38281550852705, 1.8167458620368846, 0.079728394, 52, 28.59595264202827, 103.33333333333333, 'High Risk'),
(194612, 67, 18, '22:46.2', 36.08539174083305, 96.15092154284072, 137, 73, 84, 'Female', 92.18783917974984, 1.6238143992350247, 0.138635563, 64, 34.96236956184314, 94.33333333333333, 'High Risk'),
(194613, 61, 18, '21:46.2', 36.539824632488035, 95.11829325064465, 126, 89, 81, 'Male', 66.75042786244283, 1.879114608923607, 0.14554071878684816, 37, 18.90373044755996, 101.33333333333333, 'Low Risk'),
(194614, 79, 15, '20:46.2', 37.04418588, 98.83918379624151, 118, 83, 26, 'Male', 82.26729926382029, 1.9470234807512945, 0.079850819, 35, 21.701255594323822, 94.66666666666667, 'Low Risk'),
(194615, 85, 19, '19:46.2', 36.17782433282993, 96.66809094112212, 124, 71, 31, 'Male', 91.29155565034658, 1.615938939330721, 0.081299678, 53, 34.96074793394474, 88.66666666666666, 'High Risk'),
(194616, 99, 13, '18:46.2', 36.13841307528871, 95.23099898460781, 133, 71, 26, 'Female', 58.43260100620234, 1.8037465841304248, 0.14009586767553064, 62, 17.95991079, 91.66666666666666, 'High Risk'),
(194617, 88, 17, '17:46.2', 36.92372080931815, 96.54033046444783, 134, 85, 34, 'Male', 88.18893865419531, 1.7637359631912357, 0.11596189842948214, 49, 28.34960258082865, 101.33333333333333, 'Low Risk'),
(194618, 98, 14, '16:46.2', 37.24096812565852, 96.77940822, 114, 89, 49, 'Male', 67.49980018, 1.713711559491391, 0.14315393177119382, 25, 22.984075248235087, 97.33333333333333, 'High Risk'),
(194619, 75, 19, '15:46.2', 36.70946972537604, 96.20635478594055, 134, 88, 27, 'Female', 58.19100570635942, 1.9487427072997399, 0.071473219, 46, 15.323107809872607, 103.33333333333333, 'High Risk'),
(194620, 82, 13, '14:46.2', 37.30651230295219, 98.16894021679866, 127, 77, 61, 'Female', 87.91431769779477, 1.6823347612189294, 0.08440054, 50, 31.062383170851113, 93.66666666666666, 'High Risk'),
(194621, 82, 17, '13:46.2', 37.00439213352054, 98.94576999057834, 129, 89, 82, 'Female', 85.88005721793299, 1.8966559418183193, 0.09983576, 40, 23.87345159278576, 102.33333333333333, 'Low Risk'),
(194622, 83, 15, '12:46.2', 36.071690743044826, 99.49818632, 120, 70, 43, 'Male', 50.80150032918131, 1.9946432501255933, 0.13494907157514763, 50, 12.76868212004154, 86.66666666666666, 'High Risk'),
(194623, 86, 16, '11:46.2', 37.092816153795546, 99.01429848729616, 132, 87, 86, 'Male', 81.28142017389833, 1.9263889063222546, 0.10036297611557325, 45, 21.90298702988869, 102, 'Low Risk'),
(194624, 88, 18, '10:46.2', 37.07606129692768, 99.30531844117834, 118, 82, 71, 'Male', 80.63988786890565, 1.5591147905344318, 0.10276830805260895, 36, 33.17368620010057, 94, 'High Risk'),
(194625, 68, 13, '09:46.2', 37.10987161911671, 95.86954008237744, 139, 77, 80, 'Female', 55.63441155791662, 1.8407496194457058, 0.094673298, 62, 16.419278153930982, 97.66666666666666, 'High Risk'),
(194626, 63, 16, '08:46.2', 36.95848827140414, 96.01309618844047, 138, 82, 81, 'Male', 76.38191913275989, 1.6960911327337502, 0.1321403953027491, 56, 26.55169182551466, 100.66666666666666, 'Low Risk'),
(194627, 88, 15, '07:46.2', 36.595527922405516, 97.00248587328024, 136, 70, 24, 'Male', 91.34579002392671, 1.7150115040432388, 0.05344626, 66, 31.05663951583704, 92, 'High Risk'),
(194628, 81, 18, '06:46.2', 36.336447737097856, 97.73069599261741, 138, 76, 19, 'Female', 85.68090687, 1.8337743157308073, 0.054491484975080884, 62, 25.47958107972506, 96.66666666666666, 'Low Risk'),
(194629, 61, 17, '05:46.2', 36.39096458585177, 99.33065574120938, 110, 89, 41, 'Female', 86.92013602708953, 1.6565529215690653, 0.12107363410047489, 21, 31.674499982628245, 96, 'High Risk'),
(194630, 72, 17, '04:46.2', 36.45459841741418, 97.23774004142001, 110, 84, 88, 'Female', 64.99427810920186, 1.6844110240776748, 0.097788893, 26, 22.90756746008276, 92.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(194631, 67, 14, '03:46.2', 36.04605066126894, 96.56996573, 118, 89, 78, 'Male', 65.18355450701478, 1.6024703544527727, 0.14726338782174636, 29, 25.383881487159552, 98.66666666666667, 'Low Risk'),
(194632, 71, 17, '02:46.2', 37.34281711848619, 98.89374789116717, 115, 79, 49, 'Female', 67.02689539723421, 1.5042957504311552, 0.12221585434572495, 36, 29.619835796113296, 91, 'Low Risk'),
(194633, 85, 17, '01:46.2', 37.48299446682391, 99.31450215, 117, 73, 44, 'Male', 70.42251526913175, 1.6724260773040012, 0.1187764371208978, 44, 25.177793732807785, 87.66666666666667, 'Low Risk'),
(194634, 69, 14, '00:46.2', 36.875853674323764, 97.64779874826465, 138, 77, 22, 'Male', 51.157765228866324, 1.6296813632891758, 0.13272915051734457, 61, 19.26221235485983, 97.33333333333333, 'Low Risk'),
(194635, 78, 18, '59:46.2', 37.43532915104137, 97.42254199733878, 110, 88, 52, 'Male', 77.08797662, 1.638003322828599, 0.10149649670207933, 22, 28.73141993137586, 95.33333333333333, 'Low Risk'),
(194636, 75, 15, '58:46.2', 36.84403566170387, 99.67845598043435, 124, 78, 56, 'Male', 75.56403060680745, 1.691918127139076, 0.078326488, 46, 26.39711280551353, 93.33333333333333, 'Low Risk'),
(194637, 63, 18, '57:46.2', 36.96258619670616, 97.30216981085707, 122, 78, 19, 'Female', 74.45157053147658, 1.5943560775410623, 0.099385638, 44, 29.288910725754256, 92.66666666666667, 'Low Risk'),
(194638, 71, 19, '56:46.2', 36.87032682248636, 98.80641930459477, 131, 74, 63, 'Female', 56.115210343772056, 1.6628070666884158, 0.13792742858314744, 57, 20.295365274549845, 93, 'Low Risk'),
(194639, 88, 13, '55:46.2', 37.12732931467936, 95.05178207235605, 113, 84, 55, 'Male', 95.60546105, 1.5315496008924105, 0.1287233439619598, 29, 40.75872285554806, 93.66666666666667, 'High Risk'),
(194640, 76, 13, '54:46.2', 36.64653543482566, 97.01615469338263, 124, 70, 81, 'Male', 61.41294323546407, 1.9330392444992013, 0.070010301, 54, 16.43533532513193, 88, 'High Risk'),
(194641, 98, 14, '53:46.2', 36.78951873931449, 99.00121736366697, 125, 86, 76, 'Male', 61.43433881930527, 1.8507830597230472, 0.092060214, 39, 17.93494945702126, 99, 'High Risk'),
(194642, 65, 15, '52:46.2', 36.95959849316632, 97.79488667216921, 139, 80, 57, 'Female', 76.57400115453345, 1.849637496107254, 0.073576138, 59, 22.382474515586747, 99.66666666666666, 'Low Risk'),
(194643, 64, 18, '51:46.2', 36.932110461067204, 95.25415843814758, 114, 71, 55, 'Male', 94.71681998632897, 1.9443990395950552, 0.14713369500340856, 43, 25.05280239, 85.33333333333333, 'Low Risk'),
(194644, 65, 19, '50:46.2', 36.78941062495764, 96.33050649559972, 128, 86, 19, 'Female', 97.14336564518574, 1.8500143223223304, 0.090911201, 42, 28.383305050238622, 100, 'Low Risk'),
(194645, 99, 15, '49:46.2', 36.05069339003936, 99.41751451373295, 135, 70, 32, 'Female', 74.40750651049991, 1.520296176751113, 0.058232851, 65, 32.192918071810176, 91.66666666666666, 'High Risk'),
(194646, 69, 13, '48:46.2', 36.67168851348277, 97.00737510448751, 137, 86, 53, 'Female', 72.86365963675048, 1.8330438283152581, 0.11547256180651394, 51, 21.685292377020538, 103, 'Low Risk'),
(194647, 64, 15, '47:46.2', 37.06171763410717, 99.97032795752052, 139, 88, 38, 'Female', 70.17582914409951, 1.746847547021543, 0.1388093069362828, 51, 22.997336710735798, 105, 'Low Risk'),
(194648, 81, 16, '46:46.2', 36.02729629442761, 98.78724922022018, 116, 72, 66, 'Female', 84.57728178457285, 1.7129973324049381, 0.070954836, 44, 28.82307753512975, 86.66666666666667, 'Low Risk'),
(194649, 70, 15, '45:46.2', 37.19502102916824, 95.91779957439638, 116, 74, 36, 'Female', 92.45689205071078, 1.9217168017361468, 0.097359474, 42, 25.035744803926324, 88, 'Low Risk'),
(194650, 99, 12, '44:46.2', 36.50026364614401, 97.57074943036494, 139, 76, 46, 'Female', 66.24268719989942, 1.8738044762815749, 0.11081806239035358, 63, 18.86641561945499, 97, 'High Risk'),
(194651, 78, 13, '43:46.2', 37.28360736257278, 98.49460219616229, 116, 71, 60, 'Male', 69.27594513029797, 1.5099380605459458, 0.086628981, 45, 30.38534661203522, 86, 'High Risk'),
(194652, 67, 14, '42:46.2', 36.77068860690995, 97.11978793744656, 123, 79, 58, 'Female', 51.90452066839455, 1.942849328562131, 0.14117884000879527, 44, 13.750767580431273, 93.66666666666667, 'High Risk'),
(194653, 65, 19, '41:46.2', 36.05332489811774, 96.41584008548378, 119, 70, 72, 'Female', 68.67351872680584, 1.8044258283025307, 0.10368977217342615, 49, 21.091682772906385, 86.33333333333333, 'Low Risk'),
(194654, 84, 13, '40:46.2', 37.19371005, 96.82166699384402, 122, 83, 81, 'Male', 69.15038302998975, 1.756537178, 0.14726785155117839, 39, 22.41196302835548, 96, 'Low Risk'),
(194655, 87, 12, '39:46.2', 37.44429873403875, 97.23573304640165, 136, 74, 61, 'Female', 61.24143762139469, 1.559147465850359, 0.14798346584152933, 62, 25.19248395962731, 94.66666666666666, 'Low Risk'),
(194656, 73, 18, '38:46.2', 36.44412982789855, 99.83004540499942, 124, 71, 45, 'Male', 55.01606215078076, 1.5574082948157022, 0.13361945732007974, 53, 22.682166551895662, 88.66666666666666, 'Low Risk'),
(194657, 63, 16, '37:46.2', 36.42826579, 98.74141629387223, 126, 85, 51, 'Male', 99.93441430036933, 1.6676836786937688, 0.1312704273349437, 41, 35.932523198647075, 98.66666666666667, 'High Risk'),
(194658, 86, 16, '36:46.2', 36.49882025849987, 99.53833532, 136, 77, 49, 'Male', 86.49984059113211, 1.6364679644941083, 0.10889372321684553, 59, 32.29983406046988, 96.66666666666666, 'High Risk'),
(194659, 67, 18, '35:46.2', 37.280542615008414, 97.03484026988698, 138, 82, 77, 'Male', 69.59988963128373, 1.829675573515848, 0.060483671, 56, 20.790281538035902, 100.66666666666666, 'Low Risk'),
(194660, 65, 17, '34:46.2', 36.78545938210601, 96.74706995491835, 116, 78, 77, 'Female', 64.61262376042902, 1.812778763649487, 0.098984959, 38, 19.662003419054944, 90.66666666666667, 'Low Risk'),
(194661, 72, 15, '33:46.2', 36.66336526184107, 97.37600849327636, 134, 75, 28, 'Female', 88.78689558375763, 1.9314192302370665, 0.068269242, 59, 23.801030941025864, 94.66666666666666, 'Low Risk'),
(194662, 78, 17, '32:46.2', 37.11299900868025, 97.70577270736672, 133, 73, 27, 'Male', 63.065855496824504, 1.6754712004290235, 0.090773115, 60, 22.465720788379333, 93, 'Low Risk'),
(194663, 74, 17, '31:46.2', 36.967731593018485, 95.16618279141224, 135, 74, 71, 'Female', 70.50924581816972, 1.8164204796899222, 0.14433354, 61, 21.37043142472239, 94.33333333333333, 'Low Risk'),
(194664, 72, 14, '30:46.2', 37.287740740976176, 97.51197585630526, 117, 73, 20, 'Female', 88.98142689293236, 1.9639520316118486, 0.072763155, 44, 23.06946980096872, 87.66666666666667, 'Low Risk'),
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(194666, 77, 15, '28:46.2', 36.155758320559876, 99.46218173, 113, 76, 44, 'Female', 58.48175768101771, 1.684027228464582, 0.14706912245373335, 37, 20.621592405584742, 88.33333333333333, 'Low Risk'),
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(194842, 94, 12, '32:46.2', 36.630188799069565, 96.28542827685929, 115, 80, 48, 'Male', 85.10407421715212, 1.9453531436406677, 0.13043527707431096, 35, 22.488135503756215, 91.66666666666667, 'High Risk'),
(194843, 94, 13, '31:46.2', 36.65133390868092, 96.84233873778247, 111, 71, 89, 'Female', 68.5547845, 1.638734947810374, 0.1071673853991792, 40, 25.528208528425434, 84.33333333333333, 'High Risk'),
(194844, 65, 16, '30:46.2', 37.35910888400375, 95.35968373873791, 110, 87, 67, 'Male', 85.02759486938278, 1.5913056196427142, 0.085066118, 23, 33.577835847583835, 94.66666666666667, 'High Risk'),
(194845, 73, 15, '29:46.2', 36.22702951996231, 98.65139910593855, 111, 88, 72, 'Female', 79.82599413779613, 1.5186169247758303, 0.1259952249305451, 23, 34.61368717891459, 95.66666666666667, 'High Risk'),
(194846, 82, 17, '28:46.2', 37.45724972900297, 95.28232694, 111, 78, 85, 'Female', 82.03025762321826, 1.5421018484600486, 0.1196811732679824, 33, 34.49434955183181, 89, 'High Risk'),
(194847, 84, 14, '27:46.2', 37.16488282627016, 95.92865306483687, 134, 88, 68, 'Female', 90.95942143773144, 1.543271033043178, 0.10758574095700332, 46, 38.19119784998311, 103.33333333333333, 'High Risk'),
(194848, 85, 18, '26:46.2', 36.72627918654379, 95.01775886108538, 134, 83, 68, 'Female', 69.35742685702863, 1.8483506862893972, 0.074243654, 51, 20.30131764099784, 100, 'Low Risk'),
(194849, 80, 14, '25:46.2', 36.22899003118552, 97.00296840130301, 118, 87, 64, 'Male', 98.18206908620512, 1.6109738355802223, 0.086983579, 31, 37.83164330517904, 97.33333333333333, 'High Risk'),
(194850, 91, 12, '24:46.2', 37.427582213894475, 95.62340525084112, 139, 88, 67, 'Male', 95.49126544561332, 1.5039732364221978, 0.076768425, 51, 42.21661741450546, 105, 'High Risk'),
(194851, 76, 19, '23:46.2', 36.28396414862024, 97.71621657, 126, 74, 80, 'Female', 77.66130631215205, 1.6702348418173791, 0.13336827283029135, 52, 27.838742463304012, 91.33333333333333, 'Low Risk'),
(194852, 70, 16, '22:46.2', 37.437980573915546, 99.92621673390919, 121, 71, 25, 'Female', 78.97538120390493, 1.7567171367566103, 0.062900296, 50, 25.59104704267561, 87.66666666666666, 'Low Risk'),
(194853, 60, 19, '21:46.2', 36.39161260021067, 99.66665377567072, 134, 74, 83, 'Male', 52.31040450596455, 1.8644605472770381, 0.1130152907580891, 60, 15.048100480122892, 94, 'High Risk'),
(194854, 71, 19, '20:46.2', 37.470096493069754, 96.91141443643515, 125, 75, 73, 'Female', 64.89239023144816, 1.5413918162366624, 0.0784883, 50, 27.31289112168487, 91.66666666666666, 'Low Risk'),
(194855, 69, 16, '19:46.2', 36.88909874631366, 97.01287480819309, 138, 73, 57, 'Male', 87.85857582, 1.7672720216732611, 0.12206466973755245, 65, 28.13049375070665, 94.66666666666666, 'Low Risk'),
(194856, 78, 18, '18:46.2', 37.15069417097749, 96.35522199879554, 111, 78, 63, 'Male', 71.64105825456991, 1.6784076459781807, 0.070587338, 33, 25.43121408661659, 89, 'Low Risk'),
(194857, 70, 16, '17:46.2', 36.30941293995028, 98.09211401631867, 139, 75, 53, 'Male', 63.159118069912594, 1.5300870219581748, 0.12104376468592433, 64, 26.97763000054499, 96.33333333333333, 'Low Risk'),
(194858, 97, 14, '16:46.2', 37.029438764004965, 99.59873921216692, 120, 86, 60, 'Female', 95.81068701247949, 1.7027344243918905, 0.1360798592008448, 34, 33.04609307206407, 97.33333333333333, 'High Risk'),
(194859, 72, 18, '15:46.2', 37.426180964121045, 99.5509041, 123, 88, 75, 'Male', 74.36629682074087, 1.5886450850566398, 0.059902557, 35, 29.466081704258677, 99.66666666666667, 'Low Risk'),
(194860, 97, 13, '14:46.2', 36.10482352691224, 95.49933471509094, 139, 74, 63, 'Female', 72.31430761242694, 1.6594553529659417, 0.14124937805101673, 65, 26.25990118859984, 95.66666666666666, 'High Risk'),
(194861, 68, 16, '13:46.2', 36.62403748527311, 99.61383048134526, 138, 88, 48, 'Female', 83.77643039915517, 1.7729053497243528, 0.052181091350868236, 50, 26.653285463347288, 104.66666666666666, 'Low Risk'),
(194862, 70, 17, '12:46.2', 37.46352671989982, 98.30378667099828, 135, 89, 27, 'Male', 58.51750605575326, 1.9550435931121457, 0.064825913, 46, 15.309919863182364, 104.33333333333333, 'High Risk'),
(194863, 73, 19, '11:46.2', 36.08202776651045, 97.31856763476299, 132, 76, 50, 'Male', 84.06001235358184, 1.8039463544163048, 0.054994741, 56, 25.831059079445378, 94.66666666666666, 'Low Risk'),
(194864, 71, 12, '10:46.2', 36.03725310949615, 98.73409031797563, 125, 85, 25, 'Female', 76.27455018241658, 1.6832292753275315, 0.064228016, 40, 26.921118720260115, 98.33333333333333, 'Low Risk'),
(194865, 95, 19, '09:46.2', 36.162847090629555, 97.83511053501489, 126, 84, 85, 'Female', 67.78553852485348, 1.7747451408614228, 0.12094745470193179, 42, 21.52112941641035, 98, 'High Risk'),
(194866, 88, 14, '08:46.2', 36.25852308155598, 97.68059926169907, 123, 71, 25, 'Female', 87.85340551569607, 1.5911186733494858, 0.086402764, 52, 34.701916119964956, 88.33333333333333, 'High Risk'),
(194867, 93, 15, '07:46.2', 36.55056545545715, 99.91660067585534, 121, 77, 18, 'Male', 57.792494281833825, 1.8828385984178477, 0.1373795806944059, 44, 16.30216382137579, 91.66666666666667, 'High Risk'),
(194868, 60, 16, '06:46.2', 36.656802616664784, 97.90806394701416, 119, 85, 27, 'Female', 66.69607408785602, 1.9371414041013055, 0.10209785750648831, 34, 17.773690911006963, 96.33333333333333, 'High Risk'),
(194869, 96, 14, '05:46.2', 36.16915536727777, 96.40362606665764, 115, 83, 55, 'Male', 95.86947336541772, 1.7633814452935197, 0.13992201212696187, 32, 30.831013983599366, 93.66666666666667, 'High Risk'),
(194870, 69, 17, '04:46.2', 36.72068667304699, 95.31040400962208, 123, 71, 46, 'Male', 78.38857445, 1.7874987973497451, 0.052259779, 52, 24.533598296572926, 88.33333333333333, 'Low Risk'),
(194871, 74, 13, '03:46.2', 36.43978238907603, 95.62793013845982, 117, 76, 87, 'Male', 60.2953858, 1.9584262544143747, 0.14573216162536262, 41, 15.720618665277179, 89.66666666666667, 'High Risk'),
(194872, 78, 18, '02:46.2', 37.17098150692498, 96.41903907511546, 121, 77, 40, 'Female', 99.73463334287987, 1.7416720683110976, 0.1158759773625236, 44, 32.87859279285086, 91.66666666666667, 'High Risk'),
(194873, 62, 13, '01:46.2', 37.393749564365436, 96.99654882969371, 132, 84, 75, 'Female', 77.87532906910417, 1.5885770935029293, 0.074927306, 48, 30.859103349205917, 100, 'High Risk'),
(194874, 91, 16, '00:46.2', 37.34198022969027, 97.32471890729893, 138, 74, 53, 'Female', 64.61728761, 1.678450398836751, 0.093078504, 64, 22.936740482510782, 95.33333333333333, 'High Risk'),
(194875, 93, 18, '59:46.2', 37.108106956077165, 97.38341940160268, 114, 80, 75, 'Female', 97.95017843, 1.7334989896070054, 0.11466276003823707, 34, 32.59552990527043, 91.33333333333333, 'High Risk'),
(194876, 81, 18, '58:46.2', 37.18014489617341, 97.96811986358051, 139, 79, 39, 'Female', 75.37768441421602, 1.9989914659474843, 0.14696167193467774, 60, 18.86344072918256, 99, 'Low Risk'),
(194877, 60, 19, '57:46.2', 36.05533703398908, 95.85552716, 127, 74, 77, 'Female', 75.01656192690669, 1.768129483844307, 0.11728132600728228, 53, 23.995456905990785, 91.66666666666666, 'Low Risk'),
(194878, 89, 17, '56:46.2', 37.38054627773982, 98.77872073744263, 117, 79, 82, 'Male', 55.746704413978506, 1.8652016686003865, 0.062063171, 38, 16.02387718426053, 91.66666666666667, 'High Risk'),
(194879, 66, 14, '55:46.2', 37.052511473994166, 95.99476292434711, 118, 82, 89, 'Male', 75.63996516, 1.8201605122511566, 0.10737917518296203, 36, 22.831368497339177, 94, 'Low Risk'),
(194880, 88, 17, '54:46.2', 36.76978277812364, 99.95911579868505, 132, 83, 67, 'Female', 75.99602531100169, 1.6555132883544235, 0.085438457, 49, 27.728446365492694, 99.33333333333333, 'Low Risk'),
(194881, 73, 14, '53:46.2', 37.42273571593853, 98.60741042567193, 113, 85, 67, 'Male', 82.21869364350985, 1.736563126268742, 0.086892805, 28, 27.263990509118933, 94.33333333333333, 'Low Risk'),
(194882, 82, 19, '52:46.2', 36.68106022430931, 95.99865347888041, 125, 74, 27, 'Male', 70.00428896931527, 1.5302831960873815, 0.081612165, 51, 29.893793501405938, 91, 'Low Risk'),
(194883, 89, 12, '51:46.2', 36.569176570369365, 96.30940826978376, 120, 83, 21, 'Female', 51.43285267256941, 1.662359220202264, 0.073712274, 37, 18.61190639, 95.33333333333333, 'Low Risk'),
(194884, 78, 17, '50:46.2', 36.73324757, 99.67109790646619, 114, 75, 77, 'Male', 55.457780993211784, 1.7982833371551317, 0.11429827974091697, 39, 17.149294091653754, 88, 'High Risk'),
(194885, 70, 13, '49:46.2', 36.44788036313107, 95.32858325, 111, 71, 77, 'Female', 79.06549183, 1.9555516224628224, 0.13177152735186987, 40, 20.675137525182986, 84.33333333333333, 'Low Risk'),
(194886, 67, 15, '48:46.2', 36.40376800165513, 95.33271647485815, 123, 81, 77, 'Male', 54.285978159007776, 1.8120798887594993, 0.05235251, 42, 16.532288933794717, 95, 'High Risk'),
(194887, 63, 14, '47:46.2', 36.34899143908951, 98.70835869050443, 113, 77, 51, 'Male', 55.54909410873199, 1.8198844495324134, 0.068652885, 36, 16.772173748086196, 89, 'High Risk'),
(194888, 93, 13, '46:46.2', 36.66126369, 95.25749198363499, 136, 80, 47, 'Male', 69.88094457655592, 1.658773505954325, 0.076649588, 56, 25.39712674629148, 98.66666666666666, 'High Risk'),
(194889, 93, 13, '45:46.2', 36.28998534227318, 96.41868240852057, 119, 80, 58, 'Female', 52.97462703368873, 1.818841225129963, 0.1437541026960683, 39, 16.013207429171857, 93, 'High Risk'),
(194890, 67, 16, '44:46.2', 37.45781201, 98.66658394040618, 112, 89, 87, 'Female', 74.59447567210577, 1.8478938717821807, 0.075037995, 23, 21.845028478238252, 96.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(194891, 83, 19, '43:46.2', 36.16144723215815, 99.13189486881016, 127, 88, 40, 'Female', 85.20855867997513, 1.6685896953313917, 0.14002975775331106, 39, 30.60441657689749, 101, 'High Risk'),
(194892, 96, 18, '42:46.2', 36.55136038790549, 99.27624194430004, 118, 76, 70, 'Male', 93.09896232238752, 1.6534373893227419, 0.1182987939801837, 42, 34.05409413, 90, 'High Risk'),
(194893, 83, 12, '41:46.2', 36.82939200249133, 96.51095951821145, 138, 75, 85, 'Male', 86.49339737866022, 1.5768633439395914, 0.091531208, 63, 34.785226929086896, 96, 'High Risk'),
(194894, 98, 19, '40:46.2', 36.43752124, 99.77778428027042, 114, 83, 80, 'Male', 92.79924198, 1.5692457575845824, 0.12796532036485797, 31, 37.68447786349589, 93.33333333333333, 'High Risk'),
(194895, 61, 16, '39:46.2', 36.02604723194704, 95.21661771829936, 111, 86, 58, 'Female', 57.71796383190574, 1.5535260804469033, 0.1379987976486836, 25, 23.91519380104903, 94.33333333333333, 'Low Risk'),
(194896, 60, 16, '38:46.2', 36.29432452, 96.11508707090707, 132, 71, 79, 'Female', 58.258772448373776, 1.948266668936966, 0.054833241235192176, 61, 15.348450157026303, 91.33333333333333, 'High Risk'),
(194897, 96, 12, '37:46.2', 36.45583674892451, 97.66301263, 127, 75, 27, 'Male', 79.14304175946131, 1.7125848081240471, 0.06202748, 52, 26.98413888134809, 92.33333333333333, 'High Risk'),
(194898, 88, 16, '36:46.2', 37.25832117947896, 96.03436420717055, 137, 85, 40, 'Male', 93.93211290610574, 1.9406483151621405, 0.05397348, 52, 24.941376160668895, 102.33333333333333, 'Low Risk'),
(194899, 77, 18, '35:46.2', 36.29725432617077, 96.37015911691596, 114, 86, 50, 'Male', 81.94057305243346, 1.9311694146292269, 0.14873689790471023, 28, 21.971426158056314, 95.33333333333333, 'Low Risk'),
(194900, 65, 13, '34:46.2', 36.31132425290363, 97.25732097052675, 128, 78, 69, 'Male', 95.64984241983188, 1.5143283810789017, 0.099225886, 50, 41.71037891662004, 94.66666666666666, 'High Risk'),
(194901, 71, 18, '33:46.2', 36.11202523113369, 96.00611472, 133, 71, 18, 'Female', 63.12846484458157, 1.9051848293841904, 0.10434250296326938, 62, 17.392058958899714, 91.66666666666666, 'High Risk'),
(194902, 74, 18, '32:46.2', 37.458232570360046, 95.19303740336245, 139, 75, 54, 'Female', 68.46560064304288, 1.8545978637562937, 0.099072018, 64, 19.90549180379494, 96.33333333333333, 'Low Risk'),
(194903, 63, 14, '31:46.2', 36.73136689352466, 95.37632550904716, 129, 78, 32, 'Male', 90.89664051869502, 1.9498643036024235, 0.090861033, 51, 23.907769217956922, 95, 'Low Risk'),
(194904, 76, 14, '30:46.2', 36.225650561893644, 99.80930120135014, 120, 71, 29, 'Male', 99.26127397764506, 1.9031870901255652, 0.13683734167492717, 49, 27.404184243613525, 87.33333333333333, 'Low Risk'),
(194905, 99, 13, '29:46.2', 37.14619958750795, 96.81149492063287, 126, 84, 77, 'Female', 74.79158657855874, 1.573308005813883, 0.14291205758528344, 42, 30.215183839017808, 98, 'High Risk'),
(194906, 89, 16, '28:46.2', 36.35056957212697, 97.91718867829087, 110, 80, 20, 'Male', 88.10437040463356, 1.7542892241125354, 0.099018844, 30, 28.62826711, 90, 'Low Risk'),
(194907, 86, 19, '27:46.2', 37.28905494180063, 99.17295595021527, 123, 88, 45, 'Male', 61.91169035334551, 1.6098869367333195, 0.063007262, 35, 23.88811653, 99.66666666666667, 'Low Risk'),
(194908, 74, 12, '26:46.2', 37.30751257228485, 96.27599267, 124, 86, 55, 'Male', 93.95313703927454, 1.5054929427157622, 0.073164043, 38, 41.452796797088496, 98.66666666666667, 'High Risk'),
(194909, 94, 14, '25:46.2', 36.339499330519615, 95.09028578211829, 121, 72, 42, 'Male', 94.36659030820891, 1.9498975842952984, 0.12381739851575908, 49, 24.819593299359795, 88.33333333333333, 'High Risk'),
(194910, 69, 13, '24:46.2', 36.39816246844091, 99.07268326954255, 137, 72, 44, 'Female', 60.31521136828793, 1.7781439150781624, 0.080290002, 65, 19.07625144474682, 93.66666666666666, 'Low Risk'),
(194911, 93, 18, '23:46.2', 36.94452883849759, 95.35472038753159, 116, 75, 88, 'Male', 56.438713752490955, 1.9829588618159169, 0.1394376118073664, 41, 14.353231798559975, 88.66666666666667, 'High Risk'),
(194912, 69, 18, '22:46.2', 37.33408256878381, 95.91097635196174, 112, 85, 76, 'Male', 86.04361801, 1.8074328144317604, 0.09696816, 27, 26.33870014377014, 94, 'Low Risk'),
(194913, 95, 16, '21:46.2', 36.420892270678074, 95.53069118320705, 135, 76, 61, 'Female', 55.284677604640905, 1.9644509122764449, 0.144407333, 59, 14.32591661771669, 95.66666666666666, 'High Risk'),
(194914, 92, 16, '20:46.2', 36.817023969121415, 96.60648842403828, 121, 74, 52, 'Male', 50.94734083, 1.7442388201613404, 0.097237673, 47, 16.745943635638298, 89.66666666666667, 'High Risk'),
(194915, 98, 18, '19:46.2', 37.449705102923105, 97.95403247902588, 119, 77, 60, 'Male', 55.094870375442184, 1.633079154671844, 0.058928185799766164, 42, 20.658400606022095, 91, 'High Risk'),
(194916, 95, 14, '18:46.2', 36.86804259300415, 95.35060665895904, 121, 72, 78, 'Female', 77.66892825682133, 1.5853176955050132, 0.14536660476268676, 49, 30.904000191580245, 88.33333333333333, 'High Risk'),
(194917, 93, 17, '17:46.2', 37.225481499278075, 98.49935962, 132, 83, 82, 'Male', 74.14087851746525, 1.6708302919111528, 0.091118253, 49, 26.55785815949968, 99.33333333333333, 'High Risk'),
(194918, 81, 17, '16:46.2', 37.13333518453332, 98.19245837, 128, 77, 57, 'Male', 59.77238162089181, 1.8622598198874392, 0.087165699, 51, 17.235346325599494, 94, 'High Risk'),
(194919, 91, 13, '15:46.2', 36.04980224743074, 95.75932682171734, 131, 77, 65, 'Female', 90.36635414172284, 1.9664182793563025, 0.07778929, 54, 23.369797841039016, 95, 'High Risk'),
(194920, 77, 13, '14:46.2', 36.122662905641214, 95.46840998759546, 125, 88, 70, 'Female', 92.70617397691488, 1.978127440025424, 0.075670343, 37, 23.691912669657828, 100.33333333333333, 'Low Risk'),
(194921, 81, 15, '13:46.2', 37.05201780416971, 96.84323738891172, 117, 70, 50, 'Female', 92.22374452597069, 1.6702693146353662, 0.071424227, 47, 33.057480212668956, 85.66666666666667, 'High Risk'),
(194922, 64, 14, '12:46.2', 36.658344406913244, 95.72252254173898, 131, 81, 23, 'Male', 69.13362695164756, 1.6131659659668158, 0.12014236632986645, 50, 26.566310249845337, 97.66666666666666, 'Low Risk'),
(194923, 92, 17, '11:46.2', 37.368047670390695, 95.79862171, 127, 70, 62, 'Male', 73.12578909069558, 1.6716233967741085, 0.11853934030719415, 57, 26.169395052882468, 89, 'High Risk'),
(194924, 84, 17, '10:46.2', 37.498110663045075, 96.94613314911336, 133, 75, 38, 'Female', 87.39968820097526, 1.8163000523365427, 0.12195673136241726, 58, 26.493216735600488, 94.33333333333333, 'Low Risk'),
(194925, 83, 16, '09:46.2', 36.84676082693235, 99.56178043991193, 136, 73, 69, 'Female', 74.29782258933373, 1.5459981885856589, 0.13978615943401315, 63, 31.085519153004626, 94, 'High Risk'),
(194926, 95, 18, '08:46.2', 36.55089977258424, 96.30878970920901, 119, 77, 31, 'Female', 88.00059291653743, 1.8428237367326468, 0.1486785931656372, 42, 25.91301837941654, 91, 'High Risk'),
(194927, 82, 12, '07:46.2', 36.248860053886574, 99.44575302206984, 133, 82, 25, 'Male', 76.33746075916517, 1.747911762, 0.14613396939017556, 51, 24.986113008598455, 99, 'Low Risk'),
(194928, 78, 13, '06:46.2', 37.447643815447634, 95.58897139331245, 110, 74, 60, 'Female', 95.31528911410814, 1.5471861594128433, 0.094767851, 36, 39.81781515095369, 86, 'High Risk'),
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(195018, 81, 13, '36:46.2', 37.007581764212084, 98.54541878203412, 111, 79, 29, 'Male', 90.42320057195926, 1.8595140448959537, 0.053100212, 32, 26.15055733164895, 89.66666666666667, 'Low Risk'),
(195019, 66, 13, '35:46.2', 36.30094803222003, 97.06678347758753, 127, 70, 21, 'Male', 87.96289615132639, 1.9725565611628788, 0.084346337, 57, 22.606877961244404, 89, 'Low Risk'),
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(195021, 80, 13, '33:46.2', 37.07496334684739, 96.96782731923962, 110, 80, 72, 'Male', 59.106557370594594, 1.5206218555377204, 0.072874666, 30, 25.561904526301717, 90, 'Low Risk'),
(195022, 68, 16, '32:46.2', 36.3941431, 98.63603286251826, 129, 78, 32, 'Female', 67.66137177333107, 1.9809306205441204, 0.12961944604175782, 51, 17.242580729738343, 95, 'High Risk'),
(195023, 84, 12, '31:46.2', 36.92347093970356, 96.75020184511551, 115, 86, 69, 'Female', 69.18504691618355, 1.6368120269188722, 0.079759317, 29, 25.82347149490971, 95.66666666666667, 'Low Risk'),
(195024, 75, 18, '30:46.2', 36.93520300947846, 98.47191565741463, 115, 73, 53, 'Female', 62.869979837652025, 1.508067368014084, 0.053427463847019165, 42, 27.644060562323478, 87, 'Low Risk'),
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(195027, 89, 14, '27:46.2', 36.98757971042129, 97.88947030891934, 120, 86, 44, 'Male', 80.80996471834231, 1.6539571086190628, 0.11830688098063803, 34, 29.540404045965776, 97.33333333333333, 'Low Risk'),
(195028, 63, 18, '26:46.2', 37.43298892550064, 96.52855174870012, 125, 70, 51, 'Female', 81.46307261703623, 1.9121727613090578, 0.077407628, 55, 22.279556009116256, 88.33333333333333, 'Low Risk'),
(195029, 80, 18, '25:46.2', 37.33950271269162, 95.15979252253179, 120, 84, 84, 'Male', 98.43729999170785, 1.939001427551569, 0.10932516374567383, 36, 26.182037190184808, 96, 'Low Risk'),
(195030, 60, 18, '24:46.2', 37.02532055925549, 98.71768315, 130, 89, 77, 'Female', 61.98031622625872, 1.898080434373607, 0.056547535, 41, 17.20380703990506, 102.66666666666667, 'High Risk'),
(195031, 94, 16, '23:46.2', 36.63851836199369, 97.55537345329677, 124, 79, 64, 'Male', 71.90393635656814, 1.723043862739286, 0.091686239, 45, 24.219211504971938, 94, 'High Risk'),
(195032, 73, 12, '22:46.2', 37.23293110094147, 98.61847485529054, 126, 85, 41, 'Female', 94.88208544, 1.9119494498398604, 0.0689708, 41, 25.955620167874116, 98.66666666666667, 'Low Risk'),
(195033, 83, 15, '21:46.2', 36.276371398687274, 96.12167123909859, 123, 89, 30, 'Male', 86.09805004, 1.961653262718648, 0.10001612469971288, 34, 22.37426748133263, 100.33333333333333, 'Low Risk'),
(195034, 86, 16, '20:46.2', 36.68395415545883, 97.65873283386836, 118, 74, 75, 'Female', 74.04358544739371, 1.5213049297902481, 0.12834589842123315, 44, 31.992994800866395, 88.66666666666667, 'High Risk'),
(195035, 64, 12, '19:46.2', 36.07844475719291, 95.07907262168733, 123, 71, 69, 'Female', 55.51731437987169, 1.5389965563195558, 0.1116706506545077, 52, 23.439759593773566, 88.33333333333333, 'Low Risk'),
(195036, 69, 18, '18:46.2', 37.177545053130046, 99.34002508023208, 117, 79, 40, 'Male', 65.59326194413649, 1.6284379194244978, 0.092461362, 38, 24.73527912024126, 91.66666666666667, 'Low Risk'),
(195037, 77, 12, '17:46.2', 36.88361574563003, 96.65905273776994, 135, 77, 40, 'Male', 55.34228653902022, 1.5571978633878996, 0.078619459, 58, 22.822830260617145, 96.33333333333333, 'Low Risk'),
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(195040, 83, 13, '14:46.2', 37.02625740682162, 96.42019603957283, 131, 89, 47, 'Female', 56.10838332487742, 1.6681188262910622, 0.10261948219498757, 42, 20.163865308143265, 103, 'Low Risk'),
(195041, 64, 13, '13:46.2', 36.26886167999318, 98.99263752787563, 127, 81, 73, 'Female', 61.442111597355634, 1.8142434204159494, 0.1011339458729979, 46, 18.66702114101319, 96.33333333333333, 'Low Risk'),
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(195044, 90, 16, '10:46.2', 36.85199321, 99.76352064727793, 110, 76, 76, 'Female', 51.68341542718135, 1.656202891741009, 0.084277575, 34, 18.841875443494853, 87.33333333333333, 'Low Risk'),
(195045, 71, 13, '09:46.2', 36.08846444720789, 99.94724357408478, 137, 75, 83, 'Male', 72.61657511573128, 1.8949551095738473, 0.10314997240012841, 62, 20.22264274087239, 95.66666666666666, 'Low Risk'),
(195046, 96, 14, '08:46.2', 36.57956253476356, 96.25029954886998, 135, 78, 60, 'Female', 82.4751407, 1.777557257554704, 0.050265999, 57, 26.10212513715873, 97, 'High Risk'),
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(195049, 63, 18, '05:46.2', 36.65984925131415, 96.28367365027829, 123, 77, 56, 'Male', 58.22771164114673, 1.781567333022033, 0.080373564, 46, 18.345317858617797, 92.33333333333333, 'High Risk'),
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(195052, 86, 13, '02:46.2', 36.486809057478695, 96.13953356691569, 136, 88, 48, 'Male', 85.07889548, 1.6128660039992098, 0.095797286, 48, 32.70583694443884, 104, 'High Risk'),
(195053, 69, 14, '01:46.2', 36.71062443839449, 97.01547621, 137, 75, 60, 'Male', 87.06604415317449, 1.879331515899674, 0.052800198, 62, 24.651424427858288, 95.66666666666666, 'Low Risk'),
(195054, 84, 17, '00:46.2', 37.09558083792596, 97.28575210784162, 121, 75, 32, 'Female', 61.346879161823395, 1.992115660527945, 0.091631252, 46, 15.458358502826439, 90.33333333333333, 'High Risk'),
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(195062, 73, 15, '52:46.2', 36.32404636167983, 98.33204036365736, 119, 89, 61, 'Male', 63.86455563366342, 1.9961198712538575, 0.065693212, 30, 16.02827033288379, 99, 'High Risk'),
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(195064, 62, 12, '50:46.2', 37.04250196573814, 97.16277906915822, 125, 79, 84, 'Female', 75.15686152306174, 1.9319671615134957, 0.10029744232958965, 46, 20.13581236484907, 94.33333333333333, 'Low Risk'),
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(195083, 74, 16, '31:46.2', 36.83054412092692, 95.04311018539393, 128, 81, 18, 'Male', 68.70105733, 1.7323140590875101, 0.097576434, 47, 22.89339285642959, 96.66666666666667, 'Low Risk'),
(195084, 78, 18, '30:46.2', 37.17363047199296, 98.68962932853121, 115, 72, 29, 'Female', 93.24440361925996, 1.5280852609263027, 0.063648489, 43, 39.93260130040764, 86.33333333333333, 'High Risk'),
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(195086, 77, 12, '28:46.2', 36.84673895369554, 95.99190445, 121, 71, 56, 'Male', 62.791920049025094, 1.774703497165692, 0.065915472, 50, 19.936648542671435, 87.66666666666666, 'Low Risk'),
(195087, 94, 19, '27:46.2', 36.77743059137754, 98.30475720174438, 133, 89, 38, 'Female', 90.02770748136248, 1.5794822387752776, 0.1359313325296313, 44, 36.08666083652314, 103.66666666666667, 'High Risk'),
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(195089, 61, 12, '25:46.2', 36.06904705877901, 97.32590426915908, 125, 88, 18, 'Male', 81.07229277879104, 1.5647221826409465, 0.14260985842136914, 37, 33.112957855093406, 100.33333333333333, 'High Risk'),
(195090, 69, 17, '24:46.2', 37.395896462670244, 98.75406382862701, 133, 89, 43, 'Female', 55.593515037726775, 1.6437440947770967, 0.065730221, 44, 20.575752298834086, 103.66666666666667, 'Low Risk'),
(195091, 61, 17, '23:46.2', 36.899364695313245, 97.27840462925973, 131, 81, 30, 'Male', 64.78925242304061, 1.5347643789750356, 0.11939463285630525, 50, 27.505500187647513, 97.66666666666666, 'Low Risk'),
(195092, 82, 12, '22:46.2', 36.12954152640993, 96.67914243647887, 132, 77, 48, 'Female', 68.39734436319682, 1.702941111272327, 0.077593446, 55, 23.585222612433714, 95.33333333333333, 'Low Risk'),
(195093, 68, 16, '21:46.2', 36.65316516471688, 96.31879027141018, 122, 73, 47, 'Female', 81.60598073, 1.9147877786933754, 0.14513664726667147, 49, 22.257721021675238, 89.33333333333333, 'Low Risk'),
(195094, 71, 12, '20:46.2', 36.72002467, 99.23638612205824, 125, 88, 63, 'Female', 83.44443496723284, 1.826965535791941, 0.12804199279492723, 37, 24.999807730701228, 100.33333333333333, 'Low Risk'),
(195095, 72, 12, '19:46.2', 36.27951683763443, 95.13835138, 119, 71, 40, 'Male', 80.86316493495536, 1.5486846800742973, 0.072422699, 48, 33.715121638521296, 87, 'High Risk'),
(195096, 73, 17, '18:46.2', 37.40552177234058, 98.31863555438593, 125, 73, 19, 'Female', 80.51040388, 1.9689500695661744, 0.075159044, 52, 20.76742253617735, 90.33333333333333, 'Low Risk'),
(195097, 76, 17, '17:46.2', 36.887826117457344, 96.16443595, 115, 74, 21, 'Male', 66.37085231974741, 1.6508289696620073, 0.085270663, 41, 24.354164310271766, 87.66666666666667, 'Low Risk'),
(195098, 80, 17, '16:46.2', 37.086418813476534, 95.80521738950208, 129, 77, 30, 'Female', 62.37294606942699, 1.5530157197306447, 0.082241057, 52, 25.860954739542226, 94.33333333333333, 'Low Risk'),
(195099, 76, 15, '15:46.2', 36.04435579664971, 96.17303104, 114, 83, 79, 'Male', 73.53828801630416, 1.5731069727945328, 0.10283748952321622, 31, 29.71645525192385, 93.33333333333333, 'Low Risk'),
(195100, 87, 14, '14:46.2', 37.047691691121926, 98.96175299931838, 137, 85, 39, 'Male', 57.04887563944082, 1.5047461659241432, 0.1275229750643047, 52, 25.195361770658767, 102.33333333333333, 'Low Risk'),
(195101, 78, 14, '13:46.2', 37.134598891862304, 95.83506249424515, 119, 79, 35, 'Female', 64.36604660038238, 1.8065110725982123, 0.064982072, 40, 19.723118302078763, 92.33333333333333, 'Low Risk'),
(195102, 63, 19, '12:46.2', 37.26943568732036, 96.56016308, 122, 82, 71, 'Female', 88.55012076163061, 1.936060049988979, 0.056931608142328484, 40, 23.623895385947616, 95.33333333333333, 'Low Risk'),
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(195104, 73, 19, '10:46.2', 36.80195559309668, 95.60505411, 125, 79, 47, 'Female', 52.414520581729455, 1.6069648210143046, 0.13339787820296972, 46, 20.297328419390208, 94.33333333333333, 'Low Risk'),
(195105, 81, 14, '09:46.2', 36.46034723692612, 96.02474595, 116, 78, 56, 'Female', 80.57305816953959, 1.7803438373046705, 0.059978491, 38, 25.420382234158097, 90.66666666666667, 'Low Risk'),
(195106, 97, 16, '08:46.2', 37.31959392620539, 97.99104136, 114, 89, 78, 'Female', 96.97161095609886, 1.7765790744363472, 0.070310129, 25, 30.72384217958098, 97.33333333333333, 'High Risk'),
(195107, 83, 13, '07:46.2', 36.52514646133711, 96.38797222, 124, 76, 80, 'Female', 50.30635435429753, 1.9258204133076628, 0.069221588, 48, 13.564109090508907, 92, 'High Risk'),
(195108, 60, 19, '06:46.2', 36.65848113251642, 95.49987541971406, 131, 85, 84, 'Female', 90.19552626083139, 1.5364820877926064, 0.12950927218343666, 46, 38.20586120006923, 100.33333333333333, 'High Risk'),
(195109, 93, 16, '05:46.2', 36.050845872049926, 97.16688243227856, 137, 77, 28, 'Male', 88.80724890398452, 1.6003575518917934, 0.050074198, 60, 34.674832306637995, 97, 'High Risk'),
(195110, 80, 16, '04:46.2', 37.24563173015507, 95.27157512273394, 124, 89, 35, 'Female', 98.68538116, 1.6080315314708848, 0.1234008180575596, 35, 38.16486249045893, 100.66666666666667, 'High Risk'),
(195111, 73, 18, '03:46.2', 36.31432914601576, 97.81886181677466, 134, 81, 27, 'Female', 52.326922812120515, 1.6078978085413538, 0.10851270142483294, 53, 20.239897526187136, 98.66666666666666, 'Low Risk'),
(195112, 82, 15, '02:46.2', 36.58501679210747, 98.09978970568523, 126, 86, 62, 'Male', 72.17705613773055, 1.5765573979775729, 0.13310833980995435, 40, 29.03886187968937, 99.33333333333333, 'Low Risk'),
(195113, 79, 12, '01:46.2', 36.67286324322111, 96.50158058, 125, 77, 24, 'Male', 61.005781513154844, 1.5809051296296408, 0.11696830950482932, 48, 24.409527779603806, 93, 'Low Risk'),
(195114, 63, 16, '00:46.2', 36.56697277149731, 98.46756883, 115, 83, 30, 'Male', 71.73392332899657, 1.5577016750519863, 0.083840588, 32, 29.56351101952113, 93.66666666666667, 'Low Risk'),
(195115, 72, 15, '59:46.2', 37.37628172218461, 98.99348067698241, 121, 74, 83, 'Male', 64.78711331343769, 1.615207337680265, 0.076724538, 47, 24.83316487565539, 89.66666666666667, 'Low Risk'),
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(195119, 71, 13, '55:46.2', 36.06277991740539, 95.43336894, 112, 87, 25, 'Female', 81.19912334738403, 1.5728890636407595, 0.11599596652182617, 25, 32.821252853040974, 95.33333333333333, 'High Risk'),
(195120, 90, 15, '54:46.2', 37.07133521607567, 96.94864512, 110, 77, 89, 'Male', 87.49498014803035, 1.7494410628944679, 0.11775410409189097, 33, 28.588048143642887, 88, 'Low Risk'),
(195121, 77, 19, '53:46.2', 36.68132565907908, 96.41468537, 129, 86, 27, 'Female', 74.1778034, 1.5239461770675264, 0.082326146, 43, 31.939985230948242, 100.33333333333333, 'High Risk'),
(195122, 96, 16, '52:46.2', 36.82313773953286, 95.77373370474739, 112, 81, 66, 'Female', 70.23471700886971, 1.8686783646736211, 0.098958635, 31, 20.113271781275913, 91.33333333333333, 'High Risk'),
(195123, 76, 18, '51:46.2', 36.56953767411629, 99.58203456143914, 113, 78, 66, 'Female', 82.67040989161734, 1.5773433119088711, 0.088677373, 35, 33.22749746762172, 89.66666666666667, 'High Risk'),
(195124, 88, 18, '50:46.2', 37.08582216484879, 95.01935875060245, 113, 88, 25, 'Male', 74.56049918833158, 1.920788941522007, 0.071910543, 25, 20.209218225535373, 96.33333333333333, 'Low Risk'),
(195125, 61, 19, '49:46.2', 36.05435346295661, 99.24112245427506, 118, 89, 22, 'Female', 52.212318269765056, 1.7191407761524715, 0.077185671, 29, 17.666482754498137, 98.66666666666667, 'High Risk'),
(195126, 66, 17, '48:46.2', 36.14279191543556, 98.37933591436337, 111, 88, 38, 'Female', 60.09859506157063, 1.6643543273405386, 0.054952361, 23, 21.695653716399324, 95.66666666666667, 'Low Risk'),
(195127, 76, 15, '47:46.2', 36.50610845767649, 97.88724141, 118, 74, 56, 'Male', 99.08437349842777, 1.8734011263930856, 0.057863168, 44, 28.23212795501783, 88.66666666666667, 'Low Risk'),
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(195129, 77, 19, '45:46.2', 36.929082256467574, 96.49530217853255, 127, 75, 47, 'Male', 88.67054772714144, 1.5807722590717344, 0.060266262276168915, 52, 35.48467070607695, 92.33333333333333, 'High Risk'),
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(195132, 61, 14, '42:46.2', 36.84997529065041, 98.68718647, 114, 73, 68, 'Male', 61.72947880816344, 1.5717590176839127, 0.1280661194000428, 41, 24.98737811679719, 86.66666666666667, 'Low Risk'),
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(195137, 67, 16, '37:46.2', 36.809198343767505, 95.21732821, 131, 89, 72, 'Male', 85.25151653914892, 1.8320603666866182, 0.09771853, 42, 25.399347161892987, 103, 'Low Risk'),
(195138, 80, 18, '36:46.2', 36.711203026831164, 96.21786286928884, 132, 81, 69, 'Female', 81.15921642437038, 1.9715149965697363, 0.10775008904359884, 51, 20.88034525826965, 98, 'Low Risk'),
(195139, 71, 14, '35:46.2', 36.89962887950628, 99.70817277002737, 115, 89, 52, 'Male', 53.24969603831746, 1.7452084209346466, 0.088144717, 26, 17.483264716491835, 97.66666666666667, 'High Risk'),
(195140, 74, 16, '34:46.2', 36.15120025, 98.09351676281561, 137, 82, 27, 'Female', 96.03927317482831, 1.6307729472675871, 0.074935624, 55, 36.112858641969446, 100.33333333333333, 'High Risk'),
(195141, 97, 16, '33:46.2', 36.75868946071037, 95.33918093101612, 135, 79, 40, 'Female', 73.94091510938162, 1.985210528996931, 0.14357482650873232, 56, 18.761678144018354, 97.66666666666666, 'High Risk'),
(195142, 64, 13, '32:46.2', 36.67492657855356, 98.40323252320437, 120, 85, 66, 'Male', 59.48702010188751, 1.6489177666892851, 0.11162507681345718, 35, 21.87883632500063, 96.66666666666667, 'Low Risk'),
(195143, 87, 18, '31:46.2', 36.11234019437789, 98.87408466, 127, 83, 74, 'Female', 91.74787054538551, 1.6359844804402965, 0.13784951451416527, 44, 34.279749068470274, 97.66666666666667, 'High Risk'),
(195144, 86, 15, '30:46.2', 36.71054133176302, 99.36275871288898, 134, 86, 52, 'Female', 50.07463782248977, 1.8423774932216552, 0.13106082080249046, 48, 14.752328606415109, 102, 'High Risk'),
(195145, 90, 16, '29:46.2', 37.305798359676075, 96.42497218692442, 123, 77, 39, 'Male', 81.96563052447497, 1.935427586781864, 0.14512774680024526, 46, 21.881542323012233, 92.33333333333333, 'Low Risk'),
(195146, 71, 14, '28:46.2', 36.85758019595112, 98.96675684, 116, 79, 23, 'Male', 51.281153932642376, 1.7562185845760554, 0.06248998, 37, 16.626492927121816, 91.33333333333333, 'High Risk'),
(195147, 68, 17, '27:46.2', 36.55658446, 95.83883021197923, 127, 79, 78, 'Female', 69.79633165371746, 1.6505226341111179, 0.11529719855686879, 48, 25.620619637573622, 95, 'Low Risk'),
(195148, 81, 13, '26:46.2', 37.24353528744469, 99.24587194898459, 132, 86, 65, 'Female', 53.72023560285946, 1.7973909499617438, 0.12058247787694674, 46, 16.62848976328322, 101.33333333333333, 'High Risk'),
(195149, 68, 15, '25:46.2', 36.51061918217643, 95.25047540355872, 126, 80, 34, 'Male', 93.75580043, 1.7154044122222896, 0.07184595, 46, 31.86141800153614, 95.33333333333333, 'High Risk'),
(195150, 66, 16, '24:46.2', 36.15158054264346, 97.77841067, 136, 84, 68, 'Male', 96.07069173483323, 1.9574864869282071, 0.0503059, 52, 25.07225362572523, 101.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(195152, 66, 13, '22:46.2', 37.431035351425905, 99.51977272549179, 129, 79, 42, 'Male', 74.33557213, 1.5413300113471118, 0.1495862162469696, 50, 31.289989615516877, 95.66666666666666, 'High Risk'),
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(195154, 78, 12, '20:46.2', 37.303463455088156, 96.33484326345126, 129, 80, 38, 'Male', 60.43286870744875, 1.549046073572027, 0.094336238, 49, 25.185149888781414, 96.33333333333333, 'Low Risk'),
(195155, 69, 12, '19:46.2', 36.10010433408566, 98.87632826648002, 136, 71, 37, 'Female', 95.06607532375509, 1.966687798123281, 0.064410255, 65, 24.578462849993752, 92.66666666666666, 'Low Risk'),
(195156, 68, 19, '18:46.2', 37.43352096835302, 95.12414651379524, 130, 89, 73, 'Female', 86.31907361598249, 1.7339843820399343, 0.065492432, 41, 28.708890435761102, 102.66666666666667, 'Low Risk'),
(195157, 81, 15, '17:46.2', 36.32127204397198, 99.73846357960016, 124, 76, 78, 'Female', 88.08596890329197, 1.772361537316057, 0.072535379, 48, 28.04155560103223, 92, 'Low Risk'),
(195158, 87, 15, '16:46.2', 36.92125339634236, 99.23929708020526, 138, 78, 21, 'Female', 99.69226248875663, 1.9933476795900964, 0.099306293, 60, 25.089692721313412, 98, 'Low Risk'),
(195159, 60, 18, '15:46.2', 37.014164744245505, 95.64808823607714, 124, 86, 20, 'Male', 93.62642805176606, 1.845664691330505, 0.072341756, 38, 27.484816825889638, 98.66666666666667, 'Low Risk'),
(195160, 93, 16, '14:46.2', 37.19512547341608, 96.19730078516298, 130, 78, 44, 'Male', 69.56256958, 1.9096571452232562, 0.090394897, 52, 19.075011644070106, 95.33333333333333, 'High Risk'),
(195161, 78, 16, '13:46.2', 36.900589415129076, 97.48981394763568, 130, 81, 20, 'Female', 70.27604959399831, 1.8837399294850479, 0.11112171170262639, 49, 19.804571646842607, 97.33333333333333, 'Low Risk'),
(195162, 60, 15, '12:46.2', 36.81994836346425, 96.43766981600015, 114, 71, 88, 'Male', 68.12175744, 1.7284968675280064, 0.11063810309486194, 43, 22.80072465083906, 85.33333333333333, 'Low Risk'),
(195163, 78, 13, '11:46.2', 37.181078230305616, 96.5137764, 118, 76, 89, 'Male', 87.10834448840036, 1.9205670495925102, 0.10437843902943825, 42, 23.615699437812303, 90, 'Low Risk'),
(195164, 70, 19, '10:46.2', 36.688014211300626, 98.19038058655019, 115, 88, 75, 'Male', 69.21781747255906, 1.7037998853650222, 0.093546601, 27, 23.844088875385957, 97, 'Low Risk'),
(195165, 75, 12, '09:46.2', 36.07200872451199, 98.69864974, 131, 74, 62, 'Female', 60.820057161383566, 1.8085323299599487, 0.12139057649902729, 57, 18.59491812405167, 93, 'Low Risk'),
(195166, 95, 19, '08:46.2', 36.871594361603904, 96.95791907623375, 119, 70, 89, 'Male', 53.36245021807574, 1.9972871053193768, 0.13219655511673678, 49, 13.376878002917914, 86.33333333333333, 'High Risk'),
(195167, 95, 15, '07:46.2', 36.544545975439775, 96.85427151379614, 128, 78, 46, 'Female', 64.00599339555313, 1.8942048532298479, 0.10458066140207589, 50, 17.83884583768167, 94.66666666666666, 'High Risk'),
(195168, 71, 14, '06:46.2', 36.076320382178935, 97.81701974726757, 125, 84, 36, 'Male', 83.38550560257536, 1.6105080193790462, 0.12590587442853635, 41, 32.148801194533384, 97.66666666666667, 'High Risk'),
(195169, 81, 14, '05:46.2', 36.28649446340556, 96.98872597, 129, 70, 70, 'Male', 73.57076343531216, 1.854029545308687, 0.12884860862635616, 59, 21.402867425279624, 89.66666666666666, 'Low Risk'),
(195170, 84, 19, '04:46.2', 36.43841478096833, 97.47362866582566, 111, 72, 61, 'Male', 63.22649469743449, 1.942476610688283, 0.098780521, 39, 16.75666196557646, 85, 'High Risk'),
(195171, 74, 18, '03:46.2', 37.198031178199976, 96.30075278, 114, 70, 18, 'Male', 69.33534522733882, 1.8821377394273506, 0.08980232, 44, 19.57275123338287, 84.66666666666667, 'Low Risk'),
(195172, 72, 13, '02:46.2', 36.19343052426885, 99.67881944990374, 123, 72, 81, 'Male', 85.36019662, 1.6343366662909524, 0.1465844785684457, 51, 31.95746767941768, 89, 'High Risk'),
(195173, 97, 18, '01:46.2', 36.73606092699514, 99.25071549768072, 134, 74, 29, 'Male', 75.90403801819193, 1.8986222638802304, 0.10318396510498255, 60, 21.056575508900618, 94, 'High Risk'),
(195174, 82, 16, '00:46.2', 37.11531828, 96.19603211, 119, 84, 40, 'Male', 55.391500278042386, 1.791568804750209, 0.11516763206255567, 35, 17.257430958131568, 95.66666666666667, 'High Risk'),
(195175, 76, 18, '59:46.2', 36.46937548331958, 98.20278661886064, 137, 88, 20, 'Male', 74.87868369780973, 1.666181971040999, 0.12482693720617498, 49, 26.97201170936965, 104.33333333333333, 'Low Risk'),
(195176, 87, 12, '58:46.2', 36.10105574763564, 97.78280629938295, 127, 73, 35, 'Female', 97.77912522378026, 1.7764786060455506, 0.10710272896115913, 54, 30.98319384, 91, 'High Risk'),
(195177, 87, 14, '57:46.2', 37.082217802677626, 97.40343061, 136, 78, 50, 'Female', 67.73183023614905, 1.5462319754496159, 0.11395475608358055, 58, 28.32980016450603, 97.33333333333333, 'Low Risk'),
(195178, 60, 17, '56:46.2', 36.52422626, 98.09865663940386, 135, 73, 86, 'Female', 74.42868040368552, 1.7839974906065044, 0.058419187, 62, 23.385778980978262, 93.66666666666666, 'Low Risk'),
(195179, 96, 19, '55:46.2', 36.51977291679176, 97.49646214, 123, 88, 89, 'Female', 91.27217122754615, 1.8711322379107616, 0.094898707, 35, 26.06930296119548, 99.66666666666667, 'High Risk'),
(195180, 99, 16, '54:46.2', 36.53837564, 96.52775516188048, 131, 74, 38, 'Female', 70.03108165, 1.6714879445466093, 0.075520224, 57, 25.065959690340986, 93, 'High Risk'),
(195181, 70, 18, '53:46.2', 36.52889793532665, 95.15061391, 117, 76, 36, 'Male', 50.74000601835676, 1.808806172, 0.055469523, 41, 15.508380647948485, 89.66666666666667, 'High Risk'),
(195182, 64, 16, '52:46.2', 37.089873535072606, 96.74769435, 114, 84, 61, 'Male', 82.87448624, 1.506121283496661, 0.1057477228827171, 30, 36.534314051842856, 94, 'High Risk'),
(195183, 91, 14, '51:46.2', 36.46068881018399, 99.29451062947498, 120, 89, 50, 'Male', 73.01733024824657, 1.6940854536905154, 0.11603084751335384, 31, 25.4422387, 99.33333333333333, 'High Risk'),
(195184, 93, 17, '50:46.2', 37.21157415385853, 99.45893017, 113, 84, 58, 'Female', 69.01743151663572, 1.537707273634805, 0.13375699495485255, 29, 29.188478395217555, 93.66666666666667, 'High Risk'),
(195185, 83, 15, '49:46.2', 36.08965888802869, 99.32537110980675, 131, 79, 48, 'Male', 98.38341060004272, 1.7530342097119898, 0.053289178, 52, 32.01408483256791, 96.33333333333333, 'High Risk'),
(195186, 87, 18, '48:46.2', 36.088074448080874, 98.18681045988906, 110, 79, 47, 'Male', 50.044831913369194, 1.7770506266729695, 0.075756612, 31, 15.847458880706766, 89.33333333333333, 'High Risk'),
(195187, 92, 14, '47:46.2', 36.475663470499896, 99.07653052756915, 114, 77, 34, 'Male', 63.07987181016945, 1.7507287941672278, 0.1118192699734663, 37, 20.580364051139902, 89.33333333333333, 'High Risk'),
(195188, 99, 14, '46:46.2', 37.267510470145595, 95.13301102710882, 136, 77, 38, 'Female', 60.18383605972363, 1.7214622187045485, 0.070420033, 59, 20.30882861443998, 96.66666666666666, 'High Risk'),
(195189, 81, 17, '45:46.2', 37.25835022771787, 97.05392254026734, 136, 85, 88, 'Male', 53.08325042694981, 1.6081877243610152, 0.080436529, 51, 20.525040490366074, 102, 'Low Risk'),
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(195365, 74, 18, '49:46.2', 36.58220140138803, 96.94003789115655, 110, 81, 40, 'Female', 63.34808151997767, 1.9035705188516263, 0.066607852, 29, 17.482177550542765, 90.66666666666667, 'High Risk'),
(195366, 78, 17, '48:46.2', 37.37886389111223, 96.74543477974068, 121, 82, 35, 'Female', 51.36924717091527, 1.5662232408807386, 0.10308020301054999, 39, 20.940925555821263, 95, 'Low Risk'),
(195367, 73, 19, '47:46.2', 37.06701585794373, 98.36463683436952, 133, 87, 69, 'Female', 82.62254518552521, 1.8170617579632815, 0.1423789771633065, 46, 25.02414182237359, 102.33333333333333, 'Low Risk'),
(195368, 94, 14, '46:46.2', 37.30343176250928, 95.22606768933296, 121, 84, 87, 'Male', 86.09173797, 1.912083219610943, 0.067774319, 37, 23.54766750251298, 96.33333333333333, 'High Risk'),
(195369, 72, 19, '45:46.2', 37.15158485651134, 96.60441965489069, 114, 78, 22, 'Male', 82.45796254944074, 1.6083944811037671, 0.13351001185659495, 36, 31.874798731244947, 90, 'High Risk'),
(195370, 97, 16, '44:46.2', 36.32696370880769, 98.02141414403705, 129, 87, 34, 'Male', 93.51613100099297, 1.9002350499198704, 0.10002864466327288, 42, 25.89833724160516, 101, 'High Risk'),
(195371, 71, 18, '43:46.2', 36.37104741026806, 97.54456160976113, 122, 73, 27, 'Female', 71.14621195342882, 1.9325665586697955, 0.06850517, 49, 19.049468436150512, 89.33333333333333, 'Low Risk'),
(195372, 76, 14, '42:46.2', 37.24781465476281, 99.36578626907257, 131, 72, 23, 'Female', 61.99952684, 1.6711500472980085, 0.12316086014724122, 59, 22.20023051559671, 91.66666666666666, 'Low Risk'),
(195373, 91, 16, '41:46.2', 36.11620943240238, 95.99740057, 115, 85, 31, 'Female', 61.41983649358542, 1.751508447516215, 0.096703021, 30, 20.02092706146803, 95, 'High Risk'),
(195374, 77, 17, '40:46.2', 36.25173104256567, 97.47766592262158, 137, 71, 43, 'Male', 94.47848741277846, 1.8132029699573338, 0.10527484275721832, 66, 28.73691134632746, 93, 'Low Risk'),
(195375, 82, 15, '39:46.2', 37.43628509, 98.98702495166462, 119, 76, 77, 'Female', 87.52369682493148, 1.6346741693557836, 0.10846125723751508, 43, 32.753917661249346, 90.33333333333333, 'High Risk'),
(195376, 96, 15, '38:46.2', 36.10553225497891, 98.99878078504952, 117, 80, 89, 'Male', 67.39726919326401, 1.572974371798196, 0.078000453, 37, 27.239492159475468, 92.33333333333333, 'High Risk'),
(195377, 96, 13, '37:46.2', 36.777752074025166, 98.21140106253834, 115, 73, 78, 'Male', 95.93619697, 1.7126891358297605, 0.096160746, 42, 32.70584790532116, 87, 'High Risk'),
(195378, 72, 16, '36:46.2', 37.18510968553664, 96.48758994, 122, 86, 71, 'Female', 51.809048926261404, 1.7108187778065342, 0.11858289256817231, 36, 17.70099189026232, 98, 'High Risk'),
(195379, 86, 16, '35:46.2', 37.108754394549216, 95.77829261392186, 113, 80, 86, 'Male', 80.27716601742277, 1.8118252391989986, 0.099397873, 33, 24.454535722883236, 91, 'Low Risk'),
(195380, 86, 14, '34:46.2', 36.096584749545656, 98.99415013780917, 113, 83, 71, 'Female', 72.02225218604829, 1.807318709833094, 0.055479647350521494, 30, 22.049421970534258, 93, 'Low Risk'),
(195381, 76, 17, '33:46.2', 37.00699248368848, 96.81107259036372, 134, 78, 23, 'Male', 54.84670032814709, 1.689842378925798, 0.11971208358320214, 56, 19.206936915338854, 96.66666666666666, 'Low Risk'),
(195382, 61, 15, '32:46.2', 36.28005439979239, 95.10952730188029, 114, 71, 22, 'Female', 96.08019450263049, 1.8699322185744023, 0.098538657, 43, 27.477811796518502, 85.33333333333333, 'Low Risk'),
(195383, 74, 14, '31:46.2', 37.07720249835482, 98.71044325394845, 115, 88, 51, 'Male', 93.02536146077153, 1.8286255450728444, 0.095295164, 27, 27.819658944808715, 97, 'Low Risk'),
(195384, 93, 14, '30:46.2', 36.78359740468292, 95.00676734894247, 125, 86, 55, 'Female', 92.57994148834578, 1.738733116945366, 0.14041963635275717, 39, 30.623233786837723, 99, 'High Risk'),
(195385, 71, 12, '29:46.2', 37.35276542615318, 96.68527132040167, 138, 80, 71, 'Female', 53.72809226063589, 1.976761068002946, 0.11525850284585033, 58, 13.74969491663301, 99.33333333333333, 'High Risk'),
(195386, 75, 14, '28:46.2', 36.43180996, 98.75712508344279, 120, 86, 20, 'Female', 71.93389487435635, 1.6588291716291534, 0.13688284015509528, 34, 26.141484582443393, 97.33333333333333, 'Low Risk'),
(195387, 60, 15, '27:46.2', 37.22173062851955, 97.90814695471549, 114, 71, 53, 'Female', 61.40497604463238, 1.679247056053553, 0.13342437131488022, 43, 21.77581283541386, 85.33333333333333, 'Low Risk'),
(195388, 91, 13, '26:46.2', 37.29341735176986, 96.73731978, 124, 84, 79, 'Male', 97.76666923309435, 1.5650649501050142, 0.12927479366245823, 40, 39.914076811735264, 97.33333333333333, 'High Risk'),
(195389, 66, 14, '25:46.2', 36.624514457452236, 96.08745258490447, 118, 70, 84, 'Female', 56.798650727467106, 1.9881465874763635, 0.13125370836396805, 48, 14.369485379475519, 86, 'High Risk'),
(195390, 63, 13, '24:46.2', 36.126264125227465, 98.29953164345915, 135, 86, 80, 'Female', 88.02383070211383, 1.6341056046752995, 0.13170694545467881, 49, 32.96400911659866, 102.33333333333333, 'High Risk'),
(195391, 88, 17, '23:46.2', 36.87351404, 95.97773908348256, 111, 79, 86, 'Female', 68.42654056627424, 1.6112422144552339, 0.12235262302482731, 32, 26.35742141090677, 89.66666666666667, 'Low Risk'),
(195392, 68, 17, '22:46.2', 37.44196914375273, 99.29110180906915, 139, 70, 52, 'Male', 66.63071780514721, 1.694469414897123, 0.053237625, 69, 23.206359905921065, 93, 'Low Risk'),
(195393, 88, 12, '21:46.2', 36.37983127986543, 99.90069855197748, 123, 76, 58, 'Male', 91.68953598850919, 1.7805449350099578, 0.092654622, 47, 28.92103948074385, 91.66666666666667, 'Low Risk'),
(195394, 96, 18, '20:46.2', 36.94301995127052, 98.75031439, 129, 88, 25, 'Female', 98.09702949076123, 1.7200879674704588, 0.14156548680988362, 41, 33.15542054334569, 101.66666666666667, 'High Risk'),
(195395, 72, 15, '19:46.2', 37.21443139125316, 95.57042494824856, 136, 80, 62, 'Male', 90.32962105320885, 1.515833167492131, 0.066109743, 56, 39.3122026, 98.66666666666666, 'High Risk'),
(195396, 83, 18, '18:46.2', 36.891645440214994, 95.85332702079293, 125, 78, 73, 'Male', 56.86597022889575, 1.5657634661334678, 0.1138142945169306, 47, 23.195307929837018, 93.66666666666667, 'Low Risk'),
(195397, 83, 19, '17:46.2', 37.42312287843485, 97.78934182, 118, 89, 30, 'Female', 56.44779915578899, 1.9449976172853676, 0.081018341, 29, 14.921375739878455, 98.66666666666667, 'High Risk'),
(195398, 74, 15, '16:46.2', 36.81579500853353, 96.32458201116735, 132, 84, 70, 'Male', 74.39876396280505, 1.735492386659021, 0.14533307180623128, 48, 24.701327554487683, 100, 'Low Risk'),
(195399, 96, 19, '15:46.2', 36.53726833242127, 96.17820187713986, 137, 81, 59, 'Male', 79.74455833, 1.5646792556239972, 0.075903212, 56, 32.57244860426567, 99.66666666666666, 'High Risk'),
(195400, 76, 15, '14:46.2', 37.185258177301996, 97.40986736399364, 124, 72, 54, 'Male', 86.58067392, 1.662042126223282, 0.064031075, 52, 31.342736203635187, 89.33333333333333, 'High Risk'),
(195401, 65, 12, '13:46.2', 36.20822591138628, 98.15737334856922, 129, 88, 24, 'Female', 62.97329694004021, 1.8906713270405637, 0.064427223, 41, 17.61669174937465, 101.66666666666667, 'High Risk'),
(195402, 73, 19, '12:46.2', 36.653507051100036, 98.57624743563271, 135, 73, 32, 'Male', 51.22893686486932, 1.6517333440950217, 0.11670398893670338, 62, 18.777400569477315, 93.66666666666666, 'Low Risk'),
(195403, 93, 13, '11:46.2', 37.46481524387105, 98.03727979330475, 128, 86, 86, 'Male', 68.21642266, 1.5325936638291684, 0.10299636738331744, 42, 29.04255960530271, 100, 'High Risk'),
(195404, 62, 12, '10:46.2', 36.427675152039654, 98.24907754734593, 115, 73, 87, 'Female', 86.62259017167133, 1.895436616899639, 0.096297735, 42, 24.110856220628648, 87, 'Low Risk'),
(195405, 71, 17, '09:46.2', 36.572037014404025, 96.55497654837131, 121, 86, 51, 'Male', 89.94705543473466, 1.5175266811755392, 0.13783716267501084, 35, 39.05838476934042, 97.66666666666667, 'High Risk'),
(195406, 60, 16, '08:46.2', 36.19698073382969, 99.05543360555802, 115, 75, 78, 'Female', 77.03999698227871, 1.5544267319770677, 0.12225684254300653, 40, 31.884216131253005, 88.33333333333333, 'High Risk'),
(195407, 87, 13, '07:46.2', 36.657087055389646, 96.66316960657699, 119, 73, 51, 'Male', 84.33427345, 1.5488494903082408, 0.058287444314917884, 46, 35.15488433884473, 88.33333333333333, 'High Risk'),
(195408, 85, 16, '06:46.2', 37.12136034447182, 97.62562846, 125, 83, 21, 'Female', 87.34717186, 1.801211623579589, 0.14992120059506445, 42, 26.92274676, 97, 'Low Risk'),
(195409, 68, 16, '05:46.2', 37.29027587320685, 96.04576349112823, 131, 74, 70, 'Female', 66.51534713043691, 1.5376043682431688, 0.070094409, 57, 28.13407582850325, 93, 'Low Risk'),
(195410, 72, 19, '04:46.2', 36.35538342469065, 95.663101, 127, 88, 71, 'Female', 93.95091939755689, 1.5529116619268004, 0.098241586, 39, 38.95897584824006, 101, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(195411, 73, 12, '03:46.2', 36.43964391591178, 96.73774559707276, 136, 86, 28, 'Male', 77.23738081230753, 1.8559168709428846, 0.070444871, 50, 22.423866474322494, 102.66666666666666, 'Low Risk'),
(195412, 75, 16, '02:46.2', 37.37780906, 95.50869400766817, 116, 70, 64, 'Female', 69.98945117752066, 1.8210250500873097, 0.143176245, 46, 21.105747979550063, 85.33333333333333, 'Low Risk'),
(195413, 69, 19, '01:46.2', 36.46136558595157, 95.38562523591622, 113, 83, 80, 'Male', 85.94570246258634, 1.688801751514128, 0.087921088, 30, 30.13469665764388, 93, 'High Risk'),
(195414, 85, 13, '00:46.2', 36.91069770946637, 99.50509686124127, 115, 86, 21, 'Female', 78.03654303, 1.544260644797263, 0.10366724438231839, 29, 32.723278975909025, 95.66666666666667, 'High Risk'),
(195415, 92, 17, '59:46.2', 37.48738115892355, 95.12200241180022, 137, 88, 26, 'Female', 56.081959464292076, 1.9186332177152112, 0.12025771997612184, 49, 15.23488781989448, 104.33333333333333, 'High Risk'),
(195416, 75, 14, '58:46.2', 36.30723491819658, 98.37822761346989, 114, 82, 73, 'Male', 82.74318116883863, 1.8618910562483189, 0.064771294, 32, 23.86842061, 92.66666666666667, 'Low Risk'),
(195417, 76, 15, '57:46.2', 36.67093573637865, 96.69306359473825, 122, 87, 80, 'Male', 55.57211983902296, 1.892736363215466, 0.065802232, 35, 15.512318454561845, 98.66666666666667, 'High Risk'),
(195418, 72, 19, '56:46.2', 36.19115053593651, 98.36990349636183, 125, 89, 38, 'Female', 58.698982533827234, 1.5008801253016142, 0.14330874864561013, 36, 26.057848814551186, 101, 'Low Risk'),
(195419, 69, 12, '55:46.2', 36.24386237612141, 97.99532556467787, 119, 86, 40, 'Female', 65.12748404042028, 1.5187181867495683, 0.05469685, 33, 28.236438245484507, 97, 'Low Risk'),
(195420, 92, 18, '54:46.2', 36.45722269364106, 99.92641345316247, 133, 88, 75, 'Male', 95.24263604, 1.8195023934381243, 0.10294590550275767, 45, 28.76909130037652, 103, 'High Risk'),
(195421, 74, 17, '53:46.2', 36.76856236179224, 99.16695051, 119, 76, 68, 'Female', 74.52670263, 1.933183051152355, 0.073761655, 43, 19.941873127112295, 90.33333333333333, 'Low Risk'),
(195422, 67, 13, '52:46.2', 36.98887235835425, 99.92286091374544, 116, 89, 73, 'Male', 85.80125776407488, 1.7579257979424945, 0.094705857, 27, 27.76467378124534, 98, 'Low Risk'),
(195423, 94, 12, '51:46.2', 37.252339283524755, 97.20398732523125, 133, 86, 53, 'Female', 85.78972129943645, 1.8224195331652084, 0.10812002327694192, 47, 25.83084026, 101.66666666666667, 'High Risk'),
(195424, 63, 16, '50:46.2', 36.86148145732655, 96.00913602646756, 131, 78, 44, 'Male', 87.46208599833321, 1.7916762557833916, 0.139091125, 53, 27.245874680889052, 95.66666666666666, 'Low Risk'),
(195425, 83, 19, '49:46.2', 36.48107731878251, 97.79944391547622, 123, 85, 38, 'Female', 51.502323382953065, 1.6456924544966973, 0.084422298, 38, 19.01645086654681, 97.66666666666667, 'Low Risk'),
(195426, 91, 16, '48:46.2', 36.218842520351586, 95.08279847325703, 115, 79, 38, 'Male', 72.23114177260726, 1.5589229544960521, 0.080906029, 36, 29.721804697238717, 91, 'High Risk'),
(195427, 66, 14, '47:46.2', 37.34195356207232, 96.76497887939594, 134, 82, 63, 'Female', 83.26591133519383, 1.633459290985611, 0.10084929405482787, 52, 31.206898524747494, 99.33333333333333, 'High Risk'),
(195428, 66, 13, '46:46.2', 36.91778885243708, 97.40686761817608, 139, 70, 55, 'Male', 71.02075720542598, 1.5882762267974504, 0.097449306, 69, 28.153554067428963, 93, 'Low Risk'),
(195429, 69, 18, '45:46.2', 37.23552375471443, 96.30599192819409, 117, 72, 50, 'Male', 95.29915856442913, 1.7080965958817664, 0.11455729100317659, 45, 32.66361227419464, 87, 'High Risk'),
(195430, 99, 19, '44:46.2', 37.495555792100866, 98.74242449210297, 134, 85, 25, 'Male', 64.42038495677338, 1.7482116236741254, 0.13343337476225714, 49, 21.078286767006187, 101.33333333333333, 'High Risk'),
(195431, 82, 17, '43:46.2', 36.16368524773401, 96.88476521469067, 121, 84, 81, 'Female', 78.51638972846658, 1.8613695345512675, 0.085441715, 37, 22.66183740129027, 96.33333333333333, 'Low Risk'),
(195432, 61, 18, '42:46.2', 37.137594360454855, 99.99189157314328, 133, 82, 26, 'Male', 74.06247835295812, 1.962330992428266, 0.050821107, 51, 19.233295968512916, 99, 'Low Risk'),
(195433, 66, 14, '41:46.2', 37.29712696375526, 96.68826662317949, 132, 71, 76, 'Male', 96.53328583326756, 1.8310988326252253, 0.14982843331028073, 61, 28.790785744030817, 91.33333333333333, 'Low Risk'),
(195434, 74, 17, '40:46.2', 36.72366059941547, 96.58183370392264, 115, 79, 18, 'Male', 64.32613829985924, 1.6265718121205757, 0.08741626, 36, 24.313136950949723, 91, 'Low Risk'),
(195435, 60, 17, '39:46.2', 36.936468120066834, 95.07100762, 132, 87, 44, 'Female', 58.578658531861024, 1.8089245259334539, 0.13857478852008534, 45, 17.90187530762123, 102, 'High Risk'),
(195436, 93, 18, '38:46.2', 36.19044890197245, 95.94060143048563, 132, 71, 44, 'Female', 68.10832573929144, 1.9778982145359607, 0.10419288559526632, 61, 17.40974169425107, 91.33333333333333, 'High Risk'),
(195437, 61, 15, '37:46.2', 36.488267699494294, 99.41933282476586, 116, 82, 72, 'Female', 67.89757884067599, 1.7657115965267582, 0.074870339, 34, 21.777837326399407, 93.33333333333333, 'Low Risk'),
(195438, 93, 16, '36:46.2', 37.26866567202485, 96.27342493469041, 111, 87, 69, 'Male', 60.23004958021508, 1.6018367869447474, 0.08799776, 24, 23.473437552418247, 95, 'High Risk'),
(195439, 87, 15, '35:46.2', 37.186647491788534, 99.56602717352432, 135, 80, 88, 'Female', 98.52452375143437, 1.6192165477286897, 0.073840271, 55, 37.57807053, 98.33333333333333, 'High Risk'),
(195440, 74, 18, '34:46.2', 36.59350446220597, 97.85608659247352, 126, 79, 44, 'Male', 56.714449929236736, 1.6664263611891266, 0.13367381500884934, 47, 20.423090886683305, 94.66666666666667, 'Low Risk'),
(195441, 81, 14, '33:46.2', 37.07142424539417, 96.24483316, 112, 79, 51, 'Male', 93.04347188109388, 1.5851019078642765, 0.092419415, 33, 37.031519287035294, 90, 'High Risk'),
(195442, 94, 18, '32:46.2', 36.374127670837176, 95.74247395672758, 134, 81, 31, 'Male', 85.74955187, 1.7957725212810556, 0.14375724553721297, 53, 26.590666038717547, 98.66666666666666, 'High Risk'),
(195443, 69, 14, '31:46.2', 36.96633262286627, 96.96536192273675, 120, 71, 84, 'Male', 74.37299288, 1.8734526383024115, 0.071970265, 49, 21.18994461835799, 87.33333333333333, 'Low Risk'),
(195444, 67, 13, '30:46.2', 37.119077536489364, 97.97132690552463, 129, 71, 45, 'Female', 92.83296391421658, 1.5304614905357656, 0.083345345, 58, 39.63304166607414, 90.33333333333333, 'High Risk'),
(195445, 93, 13, '29:46.2', 36.774653412174395, 97.67539402516202, 138, 72, 42, 'Male', 90.85550709668446, 1.9474105473706051, 0.14099895008344007, 66, 23.95720896316842, 94, 'High Risk'),
(195446, 72, 15, '28:46.2', 36.439728121471674, 95.62745882784392, 111, 78, 58, 'Female', 89.79230184238881, 1.8564405042036727, 0.060821785, 33, 26.05415749982278, 89, 'Low Risk'),
(195447, 72, 13, '27:46.2', 36.05245820338518, 95.29655660971919, 120, 80, 35, 'Male', 89.48348515843645, 1.5254101031328018, 0.092931088, 40, 38.456490944171456, 93.33333333333333, 'High Risk'),
(195448, 78, 15, '26:46.2', 36.58560762728675, 98.59898324046763, 116, 78, 18, 'Female', 73.88625749694774, 1.6119264513129883, 0.050214895, 38, 28.43630902082663, 90.66666666666667, 'Low Risk'),
(195449, 89, 16, '25:46.2', 37.13994594252627, 95.14911244362513, 120, 78, 86, 'Male', 88.08459689954138, 1.801802059644135, 0.13595660172098234, 42, 27.132250194595283, 92, 'Low Risk'),
(195450, 99, 16, '24:46.2', 36.48670814538702, 97.57547531150291, 115, 79, 38, 'Female', 94.99638768704666, 1.7561677988831725, 0.08213751, 36, 30.80172732336425, 91, 'High Risk'),
(195451, 61, 12, '23:46.2', 36.811917813387446, 99.70578633772489, 137, 74, 30, 'Male', 67.80925150961195, 1.8980489332247572, 0.11065619640259552, 63, 18.822362844598874, 95, 'Low Risk'),
(195452, 90, 14, '22:46.2', 36.033707165552585, 97.43183483298225, 139, 73, 35, 'Male', 95.12993948570127, 1.761971230213839, 0.06383623, 66, 30.642175434256675, 95, 'High Risk'),
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(195617, 69, 14, '37:46.2', 36.816817333913995, 99.29457010923007, 120, 89, 38, 'Female', 63.61689006657406, 1.8153700275474796, 0.060124117, 31, 19.30376905067408, 99.33333333333333, 'Low Risk'),
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(195621, 62, 18, '33:46.2', 36.68300149, 97.11648089048272, 125, 88, 19, 'Male', 60.08227622958252, 1.5049780213897614, 0.077100398, 37, 26.526873265607048, 100.33333333333333, 'Low Risk'),
(195622, 72, 12, '32:46.2', 36.17388973802086, 95.8386326, 117, 81, 34, 'Male', 86.34099029315482, 1.6969366417994647, 0.10047299231049638, 36, 29.983737743639256, 93, 'Low Risk'),
(195623, 92, 14, '31:46.2', 36.23285671004544, 96.97314733989566, 129, 74, 37, 'Female', 62.38658859794647, 1.7093993845602513, 0.053702836, 55, 21.35030835710869, 92.33333333333333, 'High Risk'),
(195624, 63, 18, '30:46.2', 36.85527694626094, 96.07533791507625, 123, 70, 65, 'Female', 80.01242489061818, 1.9643362001960405, 0.11943517826028012, 53, 20.73603857495321, 87.66666666666666, 'Low Risk'),
(195625, 71, 16, '29:46.2', 37.40237363253845, 95.14136273594156, 110, 80, 66, 'Male', 52.83312885645167, 1.6197400248736549, 0.14383713492584818, 30, 20.137970621439123, 90, 'Low Risk'),
(195626, 65, 17, '28:46.2', 36.163466085938964, 99.92591764388958, 127, 82, 86, 'Male', 78.08581854212748, 1.630329702250445, 0.060384711, 45, 29.37793634717546, 97, 'Low Risk'),
(195627, 70, 19, '27:46.2', 36.96842369990119, 99.48977050697601, 116, 79, 74, 'Female', 72.87495318746839, 1.836006969787159, 0.14057959994768843, 37, 21.61870312750245, 91.33333333333333, 'Low Risk'),
(195628, 94, 13, '26:46.2', 36.51565768333905, 97.81977400988447, 113, 70, 43, 'Female', 80.33645022251375, 1.845216395296751, 0.11133945809615556, 43, 23.594893876175444, 84.33333333333333, 'High Risk'),
(195629, 97, 12, '25:46.2', 36.48580185584028, 96.80437333305157, 121, 80, 56, 'Male', 85.75074097533161, 1.5351815619300668, 0.052073255, 41, 36.38466578555784, 93.66666666666667, 'High Risk'),
(195630, 78, 12, '24:46.2', 37.45781106, 98.64418116168906, 137, 82, 68, 'Male', 95.71150536737895, 1.8553180251905512, 0.096213881, 55, 27.80528936356714, 100.33333333333333, 'Low Risk'),
(195631, 64, 19, '23:46.2', 36.14525738595482, 97.74185590355033, 127, 74, 20, 'Female', 65.03408755924151, 1.7551770525222055, 0.084569645, 53, 21.110532435678937, 91.66666666666666, 'Low Risk'),
(195632, 66, 16, '22:46.2', 37.04135366142975, 99.19338066307054, 132, 82, 57, 'Male', 71.83582579115074, 1.9798638514605056, 0.11669735260627044, 50, 18.32611619842668, 98.66666666666666, 'High Risk'),
(195633, 82, 14, '21:46.2', 36.718074561536255, 98.33369565713838, 113, 85, 20, 'Female', 76.04638774483189, 1.5254716010864766, 0.1317253832664459, 28, 32.67911867894956, 94.33333333333333, 'High Risk'),
(195634, 63, 14, '20:46.2', 37.204695477674605, 96.73961692077367, 114, 87, 23, 'Female', 77.22600901780817, 1.9682373635630848, 0.068528284, 27, 19.934651499102564, 96, 'Low Risk'),
(195635, 93, 16, '19:46.2', 37.02670562219539, 96.03603714, 118, 71, 70, 'Female', 68.17078757299649, 1.704027418, 0.10155708116226062, 47, 23.477138115101152, 86.66666666666667, 'High Risk'),
(195636, 74, 18, '18:46.2', 37.30355704426466, 99.52815682397627, 128, 79, 49, 'Female', 52.26131179902288, 1.7965195406715257, 0.126707308, 49, 16.192593591596463, 95.33333333333333, 'High Risk'),
(195637, 92, 17, '17:46.2', 36.97374967952764, 99.47878354591558, 120, 89, 32, 'Female', 50.635896558886714, 1.6967297065000047, 0.0631377, 31, 17.58867713331037, 99.33333333333333, 'High Risk'),
(195638, 68, 17, '16:46.2', 37.17799172582556, 98.55879066144294, 138, 86, 46, 'Male', 71.69305198, 1.6635180521411292, 0.1390641160068801, 52, 25.90729274487673, 103.33333333333333, 'Low Risk'),
(195639, 64, 19, '15:46.2', 36.42588128754944, 96.88633696990472, 132, 87, 76, 'Female', 51.14326666484909, 1.9140888615429892, 0.073087135, 45, 13.959320293110302, 102, 'High Risk'),
(195640, 79, 15, '14:46.2', 37.38633477848761, 95.75541703459615, 112, 72, 20, 'Male', 87.20535402553398, 1.6223027243087418, 0.1391299603811772, 40, 33.13441859930105, 85.33333333333333, 'High Risk'),
(195641, 60, 18, '13:46.2', 36.329456392486996, 96.53878898303392, 131, 70, 41, 'Female', 70.71086373189013, 1.8709350925330028, 0.082161092, 61, 20.200806107839508, 90.33333333333333, 'Low Risk'),
(195642, 88, 17, '12:46.2', 36.62136697546784, 98.15197305068955, 128, 72, 42, 'Male', 86.09404074, 1.954530173492874, 0.10377589332386056, 56, 22.536596695689433, 90.66666666666666, 'Low Risk'),
(195643, 67, 15, '11:46.2', 37.24748335151036, 95.88640383413487, 126, 85, 36, 'Female', 60.34978511004576, 1.882503789675511, 0.10526707469676291, 41, 17.029582847405454, 98.66666666666667, 'High Risk'),
(195644, 70, 13, '10:46.2', 36.59516716, 99.37877746, 138, 75, 35, 'Female', 93.11357097, 1.6577580120334618, 0.050773144, 63, 33.88213053911253, 96, 'High Risk'),
(195645, 97, 12, '09:46.2', 37.206346489947244, 99.20972739020917, 122, 87, 88, 'Male', 79.36505034115743, 1.9065499991211936, 0.10651142859483435, 35, 21.833979482740283, 98.66666666666667, 'High Risk'),
(195646, 82, 15, '08:46.2', 36.31137275221242, 99.71546319730606, 127, 72, 37, 'Male', 62.96285949030955, 1.702746657803804, 0.063405859, 55, 21.71622688944749, 90.33333333333333, 'Low Risk'),
(195647, 84, 18, '07:46.2', 36.025580540377064, 98.44407122344782, 110, 86, 74, 'Male', 83.68895591453702, 1.5411561712212527, 0.094828064, 24, 35.23504661593262, 94, 'High Risk'),
(195648, 75, 16, '06:46.2', 36.82941548182672, 98.75993163902682, 118, 73, 42, 'Male', 72.41632713796149, 1.831792859610275, 0.11447841350534221, 45, 21.58160654342335, 88, 'Low Risk'),
(195649, 70, 17, '05:46.2', 36.315749209916966, 97.86360235, 111, 71, 68, 'Female', 63.370966150406886, 1.5495025136104865, 0.11605803837111837, 40, 26.394033174655274, 84.33333333333333, 'Low Risk'),
(195650, 89, 17, '04:46.2', 37.038592647018916, 95.15109152, 124, 73, 82, 'Female', 75.79351599781674, 1.8220135292643707, 0.13758922864945183, 51, 22.831206343907258, 90, 'Low Risk'),
(195651, 92, 16, '03:46.2', 36.25648089518432, 97.42596856, 115, 80, 75, 'Female', 81.12566683709711, 1.7478770266974348, 0.069027514, 35, 26.554402338382115, 91.66666666666667, 'High Risk'),
(195652, 67, 19, '02:46.2', 36.76270969495766, 98.74509947291024, 131, 73, 43, 'Male', 92.59043708674932, 1.9951302081642561, 0.10379564503564437, 58, 23.26074635798609, 92.33333333333333, 'Low Risk'),
(195653, 93, 15, '01:46.2', 37.106487806507644, 96.45144111170876, 119, 81, 51, 'Male', 55.31096275425911, 1.8996831928543054, 0.13843272292033365, 38, 15.326707073458795, 93.66666666666667, 'High Risk'),
(195654, 61, 12, '00:46.2', 36.20641522009371, 99.94122639956585, 111, 87, 27, 'Male', 58.79745558398952, 1.929899258253679, 0.12621271901785708, 24, 15.786623603267106, 95, 'High Risk'),
(195655, 86, 15, '59:46.2', 36.87434569713658, 99.77714468207158, 133, 74, 53, 'Male', 86.31959220978166, 1.7712228989822094, 0.10707658815643221, 59, 27.514583521123704, 93.66666666666666, 'Low Risk'),
(195656, 68, 15, '58:46.2', 37.42775157378901, 95.23398282, 123, 76, 57, 'Male', 96.07758595268137, 1.9680013981658473, 0.14939103670680484, 47, 24.80683038270892, 91.66666666666667, 'Low Risk'),
(195657, 85, 19, '57:46.2', 37.27102878975797, 99.45187508634807, 118, 88, 68, 'Male', 84.08271452833554, 1.8649213610279651, 0.065724547, 30, 24.176068478779825, 98, 'Low Risk'),
(195658, 75, 16, '56:46.2', 36.53942369400581, 97.89003775, 111, 70, 51, 'Male', 70.79531119, 1.6226749590911704, 0.1439585866669705, 41, 26.88694300685735, 83.66666666666667, 'Low Risk'),
(195659, 94, 16, '55:46.2', 36.16096328081383, 99.99248847, 134, 76, 52, 'Female', 53.17983854720736, 1.7487672841780368, 0.072800561, 58, 17.38933502106971, 95.33333333333333, 'High Risk'),
(195660, 85, 12, '54:46.2', 36.37565303989694, 96.70145752501737, 132, 74, 45, 'Male', 91.08467958685179, 1.9677753609313777, 0.12427763059400619, 58, 23.523086102063825, 93.33333333333333, 'Low Risk'),
(195661, 92, 17, '53:46.2', 37.46255344, 98.20889892455705, 126, 89, 26, 'Male', 53.858362312302035, 1.8483716638486358, 0.1424135847699314, 37, 15.76429449962302, 101.33333333333333, 'High Risk'),
(195662, 74, 14, '52:46.2', 37.226608616026695, 95.29601677152026, 126, 78, 18, 'Male', 99.68940292525716, 1.918923426843286, 0.12642463734668324, 48, 27.072833047761335, 94, 'Low Risk'),
(195663, 73, 19, '51:46.2', 36.631501476380414, 97.28581258736274, 121, 71, 19, 'Male', 50.05145322831577, 1.9017486075433212, 0.094244928, 50, 13.83918381402626, 87.66666666666666, 'High Risk'),
(195664, 86, 18, '50:46.2', 36.48803964150462, 97.13832149384687, 114, 76, 28, 'Female', 79.40663352644356, 1.554833126212425, 0.088375966, 38, 32.84650870444455, 88.66666666666667, 'High Risk'),
(195665, 76, 12, '49:46.2', 37.20914825, 99.55082988820774, 119, 83, 28, 'Male', 54.462459939722216, 1.9714434531564176, 0.052040371, 36, 14.01291875474422, 95, 'High Risk'),
(195666, 93, 18, '48:46.2', 36.548626291167984, 96.07174331, 132, 89, 80, 'Female', 57.79582881592834, 1.759047662155208, 0.14513425592188525, 43, 18.67846926196614, 103.33333333333333, 'High Risk'),
(195667, 67, 12, '47:46.2', 36.74099519558883, 95.80486109926377, 137, 78, 75, 'Male', 58.788547049595756, 1.6213887236490185, 0.1203573367214214, 59, 22.362400964217393, 97.66666666666666, 'Low Risk'),
(195668, 95, 13, '46:46.2', 36.101744117601754, 96.26862991925688, 127, 83, 68, 'Male', 85.3067942, 1.8610324645570115, 0.091644567, 44, 24.63064151, 97.66666666666667, 'High Risk'),
(195669, 88, 17, '45:46.2', 36.52534599878383, 99.80535816019204, 127, 83, 68, 'Female', 90.26395780855646, 1.9380920023981605, 0.11905590556134857, 44, 24.030654159957326, 97.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(195670, 82, 18, '44:46.2', 37.33282516911784, 96.46626785074275, 139, 71, 60, 'Female', 86.58237790508562, 1.8385886291067297, 0.078257489, 68, 25.612995276875406, 93.66666666666666, 'Low Risk'),
(195671, 86, 18, '43:46.2', 37.47550574501766, 97.10105945805097, 134, 77, 38, 'Female', 65.31795058307883, 1.8771849476194862, 0.053265754, 57, 18.53610255430623, 96, 'Low Risk'),
(195672, 91, 14, '42:46.2', 36.54533255176485, 98.96175096748192, 127, 73, 79, 'Male', 64.73375492859263, 1.5261874742151305, 0.1259772876985835, 54, 27.791694654654655, 91, 'High Risk'),
(195673, 86, 18, '41:46.2', 37.30491662301732, 97.66242333876887, 114, 75, 54, 'Female', 96.35625424304187, 1.7076982025519767, 0.14123361022139946, 39, 33.04134109, 88, 'High Risk'),
(195674, 83, 18, '40:46.2', 36.68105530689788, 98.49397394003319, 129, 78, 33, 'Male', 58.44115857, 1.7352194133459027, 0.13196131183332452, 51, 19.409306639893668, 95, 'Low Risk'),
(195675, 85, 17, '39:46.2', 37.44278817476984, 96.59978502437093, 136, 87, 36, 'Female', 61.323967209144854, 1.9839704567670133, 0.061379513, 49, 15.579726920388275, 103.33333333333333, 'High Risk'),
(195676, 79, 17, '38:46.2', 37.10684033164672, 98.68452482530004, 129, 83, 74, 'Female', 66.26990375, 1.9549287418947028, 0.055571688, 46, 17.34021493227036, 98.33333333333333, 'High Risk'),
(195677, 90, 18, '37:46.2', 36.753990539876774, 99.05011905972606, 123, 78, 28, 'Female', 67.65280627436971, 1.716386037128758, 0.088962114, 45, 22.964440578883046, 93, 'Low Risk'),
(195678, 73, 17, '36:46.2', 36.21485336066726, 96.79952807, 120, 75, 32, 'Male', 87.35594858, 1.5722171585171134, 0.060279177, 45, 35.340071242234266, 90, 'High Risk'),
(195679, 67, 13, '35:46.2', 36.678438203437736, 95.53682647172127, 132, 87, 42, 'Female', 67.20689010152596, 1.9638150957228009, 0.1033786467658199, 45, 17.426597936357453, 102, 'High Risk'),
(195680, 87, 18, '34:46.2', 36.366112459188315, 95.96274119, 112, 76, 66, 'Female', 90.61152168509942, 1.7555312994565866, 0.094398046, 36, 29.40128215795719, 88, 'Low Risk'),
(195681, 84, 18, '33:46.2', 37.13289814330673, 97.84614772023936, 135, 75, 82, 'Female', 62.965044225883155, 1.5532114114440652, 0.060802563, 60, 26.099871398120186, 95, 'Low Risk'),
(195682, 80, 14, '32:46.2', 36.36402622989799, 99.22629578748366, 125, 72, 82, 'Female', 90.63438117441055, 1.6242083555575624, 0.086061507, 53, 34.35654577641227, 89.66666666666666, 'High Risk'),
(195683, 93, 18, '31:46.2', 37.09619238525634, 98.38030550153452, 131, 75, 47, 'Male', 89.27387914966457, 1.9388110181912337, 0.12478653919119113, 56, 23.749444065420622, 93.66666666666666, 'High Risk'),
(195684, 88, 16, '30:46.2', 37.21736287946491, 95.35775045521738, 133, 86, 37, 'Female', 72.47547980242607, 1.8484744097621963, 0.1207507910567139, 47, 21.211149940451627, 101.66666666666667, 'Low Risk'),
(195685, 92, 13, '29:46.2', 36.40982509692426, 96.72210789795635, 128, 88, 82, 'Male', 52.26377850539963, 1.9141821712864369, 0.14073095065907704, 40, 14.263768145538593, 101.33333333333333, 'High Risk'),
(195686, 95, 15, '28:46.2', 36.510019071951305, 99.99976002550368, 118, 80, 48, 'Female', 56.58312897193303, 1.6166343584159135, 0.11546786104055765, 38, 21.65027167529068, 92.66666666666667, 'High Risk'),
(195687, 90, 15, '27:46.2', 36.80762185351757, 99.52220627, 134, 87, 74, 'Female', 75.96302324143458, 1.9284487623108486, 0.1027152404594772, 47, 20.42612719635251, 102.66666666666667, 'Low Risk'),
(195688, 64, 15, '26:46.2', 36.44051347916187, 95.47928852016112, 112, 87, 38, 'Male', 50.025863994727224, 1.6121465067757668, 0.091519514, 25, 19.247998888326226, 95.33333333333333, 'Low Risk'),
(195689, 85, 19, '25:46.2', 37.22085272893885, 98.23930247055249, 124, 79, 42, 'Male', 94.81892881615903, 1.7773380778586723, 0.12448224102665992, 45, 30.016147719507916, 94, 'High Risk'),
(195690, 64, 19, '24:46.2', 36.44858508332243, 97.57298026, 136, 81, 31, 'Female', 90.51666967518207, 1.733086787429401, 0.10381301824130537, 55, 30.136162165210933, 99.33333333333333, 'High Risk'),
(195691, 64, 17, '23:46.2', 36.788164810101776, 95.62675607, 131, 71, 58, 'Female', 82.43529062004765, 1.8600353433593089, 0.12132714794711703, 60, 23.827077659419224, 91, 'Low Risk'),
(195692, 92, 14, '22:46.2', 36.689427425355504, 99.49350407801039, 122, 77, 24, 'Male', 90.21830084670643, 1.6645038711164586, 0.077745386, 45, 32.563046123244916, 92, 'High Risk'),
(195693, 73, 12, '21:46.2', 36.61657725883984, 98.58833118700097, 112, 84, 78, 'Male', 72.86763605312879, 1.9666560505800512, 0.072376738, 28, 18.839867987928216, 93.33333333333333, 'Low Risk'),
(195694, 93, 17, '20:46.2', 36.821588013538985, 95.03450620416231, 113, 71, 24, 'Female', 72.78427547, 1.990859967939068, 0.12569554632000268, 42, 18.363528583416887, 85, 'High Risk'),
(195695, 85, 14, '19:46.2', 37.18915751976708, 95.38922464794462, 114, 76, 20, 'Male', 90.93145258352894, 1.7250517263072707, 0.084891935, 38, 30.556941630590522, 88.66666666666667, 'High Risk'),
(195696, 63, 17, '18:46.2', 36.21973121, 99.28121356806102, 135, 88, 51, 'Male', 68.50583508, 1.6771848483760141, 0.076935657, 47, 24.353742177249234, 103.66666666666667, 'Low Risk'),
(195697, 67, 12, '17:46.2', 36.32555016, 99.65844595059211, 130, 75, 43, 'Male', 86.91437007358998, 1.9136418388084842, 0.10147716312852662, 55, 23.733963586561792, 93.33333333333333, 'Low Risk'),
(195698, 68, 13, '16:46.2', 36.409738462871935, 95.85881769685467, 131, 80, 40, 'Female', 74.84666525681685, 1.614545933434117, 0.14278374754722306, 51, 28.712542114424547, 97, 'Low Risk'),
(195699, 71, 17, '15:46.2', 37.07268357, 98.01616378678915, 126, 86, 78, 'Male', 87.84171257, 1.533601130198519, 0.10904087480307836, 40, 37.34873994626483, 99.33333333333333, 'High Risk'),
(195700, 75, 14, '14:46.2', 36.618289163901814, 96.70323464847888, 128, 78, 18, 'Male', 86.30656707, 1.6446227659577626, 0.12725120942786258, 50, 31.908856944314586, 94.66666666666666, 'High Risk'),
(195701, 65, 18, '13:46.2', 36.015474398637025, 96.10842410143671, 127, 77, 25, 'Male', 56.74562006880267, 1.9261071883014538, 0.13413771232393346, 50, 15.295773427651763, 93.66666666666666, 'High Risk'),
(195702, 86, 18, '12:46.2', 36.43255029540605, 97.27235615059854, 136, 83, 49, 'Male', 99.73487436307784, 1.593566035958053, 0.08640908, 53, 39.27416089800367, 100.66666666666666, 'High Risk'),
(195703, 78, 12, '11:46.2', 37.444883799790404, 97.89390214891621, 138, 83, 28, 'Male', 51.72967046928789, 1.9384472541456894, 0.094276146, 55, 13.766759815276096, 101.33333333333333, 'High Risk'),
(195704, 68, 18, '10:46.2', 36.93110512, 99.68385379, 124, 72, 59, 'Male', 51.86281338684723, 1.7765110018445591, 0.054403001, 52, 16.43312918348881, 89.33333333333333, 'High Risk'),
(195705, 71, 17, '09:46.2', 36.810416368952446, 98.40773223612015, 117, 80, 22, 'Female', 92.59073979, 1.6007902102848122, 0.1495317685364136, 37, 36.13255852, 92.33333333333333, 'High Risk'),
(195706, 98, 14, '08:46.2', 37.45492558054187, 99.77246667626781, 112, 81, 89, 'Male', 55.38452451474374, 1.5658669443837403, 0.11697685794078186, 31, 22.58804889533176, 91.33333333333333, 'High Risk'),
(195707, 61, 13, '07:46.2', 36.9292633, 97.19083642, 126, 86, 84, 'Female', 63.70020390425465, 1.834284696047488, 0.10024991141672157, 40, 18.93247261210933, 99.33333333333333, 'Low Risk'),
(195708, 85, 19, '06:46.2', 37.21127984924144, 99.64054243725919, 124, 74, 66, 'Female', 84.82164181778626, 1.6013357649616735, 0.079948669, 50, 33.07819990470398, 90.66666666666666, 'High Risk'),
(195709, 90, 12, '05:46.2', 36.96016775459923, 95.19095638985904, 123, 73, 37, 'Male', 96.67600090957599, 1.7712926059506902, 0.14340417674688927, 50, 30.813289031091525, 89.66666666666666, 'High Risk'),
(195710, 98, 19, '04:46.2', 37.36887184089703, 98.29804997759432, 114, 82, 18, 'Male', 80.37244639077045, 1.6571089879077363, 0.081913104, 32, 29.26880841703615, 92.66666666666667, 'High Risk'),
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(195712, 91, 17, '02:46.2', 36.20005819987728, 96.77719403460831, 128, 84, 71, 'Female', 92.95556887133034, 1.6940906956564517, 0.074658173, 44, 32.389340010172106, 98.66666666666667, 'High Risk'),
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(195886, 79, 14, '08:46.2', 36.291211022825166, 97.55308848122223, 130, 82, 69, 'Female', 88.65919381, 1.782683732996905, 0.095469449, 48, 27.898135208130228, 98, 'Low Risk'),
(195887, 68, 18, '07:46.2', 36.582635486307765, 98.86226270136443, 117, 81, 86, 'Female', 91.88715215847759, 1.8984593546375073, 0.06276931, 36, 25.49483377685897, 93, 'Low Risk'),
(195888, 78, 18, '06:46.2', 36.35846436433314, 97.89813517199116, 125, 79, 36, 'Male', 88.92385481556843, 1.8511659492754875, 0.07918832, 46, 25.94941517668484, 94.33333333333333, 'Low Risk'),
(195889, 84, 16, '05:46.2', 36.75936402225906, 98.62237221916423, 130, 86, 36, 'Female', 57.80953855996736, 1.808135418027542, 0.071178944, 44, 17.682252837343615, 100.66666666666667, 'High Risk'),
(195890, 76, 16, '04:46.2', 36.930842436164546, 95.55668014, 122, 84, 68, 'Male', 78.16753448697317, 1.5909980720708092, 0.13517054997877348, 38, 30.880697927164427, 96.66666666666667, 'High Risk'),
(195891, 90, 19, '03:46.2', 36.846336674360415, 98.95251847104451, 129, 81, 81, 'Male', 69.42514282777671, 1.9137296398083408, 0.11058039426971811, 48, 18.956389138671625, 97, 'Low Risk'),
(195892, 73, 13, '02:46.2', 36.54621498798299, 96.21850975, 121, 79, 19, 'Female', 51.45416873092125, 1.7701148968478089, 0.14333673424040463, 42, 16.42168254450868, 93, 'High Risk'),
(195893, 65, 17, '01:46.2', 36.01590942432075, 97.81077982702968, 123, 77, 85, 'Female', 92.2643039, 1.8225150204037983, 0.12405162174959107, 46, 27.777392590038172, 92.33333333333333, 'Low Risk'),
(195894, 80, 12, '00:46.2', 36.40159470983588, 98.45189137763703, 113, 83, 72, 'Female', 77.02603465681096, 1.8316767318842415, 0.077300607, 30, 22.95830830312694, 93, 'Low Risk'),
(195895, 76, 13, '59:46.2', 37.05081397490624, 99.42844790708736, 116, 70, 57, 'Female', 56.45792751291684, 1.761715392286718, 0.093320225, 46, 18.190868488913782, 85.33333333333333, 'High Risk'),
(195896, 68, 15, '58:46.2', 36.821440598588666, 96.38830745, 137, 70, 55, 'Female', 93.82655912021238, 1.8054479182181373, 0.074784449, 67, 28.78431244402069, 92.33333333333333, 'Low Risk'),
(195897, 95, 16, '57:46.2', 36.86306391994307, 98.73186580390113, 136, 70, 51, 'Female', 80.62973851911819, 1.8111638263081822, 0.087754848, 66, 24.579881238926962, 92, 'High Risk'),
(195898, 72, 14, '56:46.2', 36.629741102737114, 96.59939891319048, 137, 74, 72, 'Male', 59.97337307810518, 1.5408038471445262, 0.054622462, 63, 25.26176944800703, 95, 'Low Risk'),
(195899, 66, 12, '55:46.2', 36.72702049177808, 95.18874577614366, 134, 77, 74, 'Female', 93.13094357728728, 1.5182473592793033, 0.058316834, 57, 40.40256468932594, 96, 'High Risk'),
(195900, 89, 18, '54:46.2', 36.17967119984389, 97.86060465501967, 139, 77, 40, 'Female', 73.10405232, 1.9685655578756434, 0.058656352520671085, 62, 18.86434310205521, 97.66666666666666, 'Low Risk'),
(195901, 89, 14, '53:46.2', 36.313150773148365, 99.58408637195691, 111, 86, 67, 'Female', 64.01794816916397, 1.6847303506729838, 0.080339744, 25, 22.554902334317664, 94.33333333333333, 'Low Risk'),
(195902, 69, 15, '52:46.2', 37.473953712145885, 96.27583511441206, 122, 85, 87, 'Female', 75.01064844373755, 1.9482725785849266, 0.097667453, 37, 19.76166276953398, 97.33333333333333, 'Low Risk'),
(195903, 74, 15, '51:46.2', 36.17970211950438, 98.71335314031887, 112, 85, 70, 'Female', 65.30091888701274, 1.7478217318006086, 0.12632507495329987, 27, 21.375930201746346, 94, 'Low Risk'),
(195904, 95, 16, '50:46.2', 36.36905168539197, 99.15370162, 129, 75, 28, 'Female', 67.19064338422052, 1.7781808754389696, 0.14492599221319707, 54, 21.249901906806684, 93, 'High Risk'),
(195905, 99, 14, '49:46.2', 36.895276275029545, 95.91547426077167, 114, 82, 41, 'Male', 82.15989800215483, 1.6144368192137803, 0.080505904, 32, 31.52229174, 92.66666666666667, 'High Risk'),
(195906, 92, 19, '48:46.2', 37.47379292015395, 96.66318690352509, 115, 83, 35, 'Male', 77.69673654587085, 1.7613861300968015, 0.1029218740164256, 32, 25.043419785366847, 93.66666666666667, 'High Risk'),
(195907, 72, 17, '47:46.2', 36.30569287, 99.31267473328762, 112, 80, 57, 'Male', 58.12024605219656, 1.7482077531843982, 0.06321617, 32, 19.0169717, 90.66666666666667, 'Low Risk'),
(195908, 70, 12, '46:46.2', 36.091493516970566, 97.11333788407373, 113, 77, 87, 'Female', 75.07631127, 1.7635428847557655, 0.056871377, 36, 24.139644841843534, 89, 'Low Risk'),
(195909, 77, 19, '45:46.2', 36.87741935493676, 95.71987486854441, 123, 71, 45, 'Female', 90.62949700469004, 1.6997363757226793, 0.060917229, 52, 31.369415895920664, 88.33333333333333, 'High Risk'),
(195910, 71, 19, '44:46.2', 36.66437932, 95.34488512, 126, 73, 85, 'Male', 95.92008089155848, 1.7466280835078398, 0.11904404894578668, 53, 31.44189107316916, 90.66666666666666, 'High Risk'),
(195911, 70, 16, '43:46.2', 37.04676335825287, 98.46566729966851, 120, 85, 55, 'Male', 67.64866658459293, 1.987258712945777, 0.1436050878981734, 35, 17.129726193102265, 96.66666666666667, 'High Risk'),
(195912, 60, 17, '42:46.2', 36.132393433529856, 99.71439306809329, 114, 73, 42, 'Male', 88.90969114, 1.9339384819159078, 0.067462198, 41, 23.771894338427174, 86.66666666666667, 'Low Risk'),
(195913, 92, 12, '41:46.2', 37.359483217340525, 97.27080754621241, 124, 80, 40, 'Male', 78.45481613, 1.7960396410419286, 0.14588684534992205, 44, 24.321355349351805, 94.66666666666667, 'High Risk'),
(195914, 83, 18, '40:46.2', 37.40698250329107, 98.42630330581446, 125, 80, 21, 'Female', 73.96669535440122, 1.721074675548239, 0.053084693347307435, 45, 24.971049028488597, 95, 'Low Risk'),
(195915, 80, 18, '39:46.2', 36.755790677250225, 95.66471312603393, 134, 74, 47, 'Female', 81.66288430835446, 1.8334868819709023, 0.07716534, 60, 24.29232601, 94, 'Low Risk'),
(195916, 80, 16, '38:46.2', 36.50203574599197, 97.85623928386751, 120, 80, 82, 'Female', 61.593478632744464, 1.6643125398186023, 0.096006917, 40, 22.236424781647035, 93.33333333333333, 'Low Risk'),
(195917, 91, 13, '37:46.2', 37.34746346305726, 96.38125622697112, 135, 81, 86, 'Female', 98.80831152302716, 1.5430221228845582, 0.090449341, 54, 41.50010279526154, 99, 'High Risk'),
(195918, 87, 15, '36:46.2', 36.53537768574524, 95.33870792541744, 121, 88, 48, 'Female', 84.42484460744399, 1.8191308459940128, 0.071191647, 33, 25.51187591533468, 99, 'Low Risk'),
(195919, 87, 15, '35:46.2', 37.08141762, 95.12833502520786, 124, 83, 24, 'Female', 55.34023179769096, 1.5763035072601015, 0.082557217, 41, 22.27210627158845, 96.66666666666667, 'Low Risk'),
(195920, 97, 18, '34:46.2', 36.148549112233226, 95.97836158498333, 130, 89, 55, 'Female', 86.51349193667869, 1.9292876648878494, 0.14938059112572283, 41, 23.242876068976567, 102.66666666666667, 'High Risk'),
(195921, 86, 16, '33:46.2', 37.34548925129495, 99.97920714198808, 135, 80, 51, 'Female', 99.45265674023278, 1.6686582194298225, 0.051003179, 55, 35.71754537534742, 98.33333333333333, 'High Risk'),
(195922, 85, 15, '32:46.2', 36.432924748273585, 99.07171102495292, 136, 85, 59, 'Male', 80.05221890884894, 1.538347848645107, 0.078738408, 51, 33.82706183444557, 102, 'High Risk'),
(195923, 76, 14, '31:46.2', 37.053975598759784, 96.39650336526594, 119, 81, 77, 'Female', 80.55976580042076, 1.6308994052764167, 0.062470469, 38, 30.28752922977977, 93.66666666666667, 'High Risk'),
(195924, 95, 14, '30:46.2', 37.044059938091515, 98.52288620560236, 110, 81, 33, 'Male', 61.78908438588419, 1.762936399, 0.12182903673255986, 29, 19.881011212542415, 90.66666666666667, 'High Risk'),
(195925, 88, 17, '29:46.2', 37.19262154919352, 97.76832831901422, 133, 73, 29, 'Male', 66.99201739943501, 1.8748429503462445, 0.12148227276379643, 60, 19.05869974402682, 93, 'Low Risk'),
(195926, 76, 18, '28:46.2', 37.49317321259437, 95.08535757447227, 128, 71, 71, 'Male', 61.17172153, 1.867452866647591, 0.073671319, 57, 17.54088108092077, 90, 'High Risk'),
(195927, 87, 19, '27:46.2', 37.18396322327875, 99.91581729941733, 112, 74, 28, 'Male', 74.31261030742031, 1.6441687143127264, 0.067265659, 38, 27.489684563750338, 86.66666666666667, 'Low Risk'),
(195928, 72, 12, '26:46.2', 37.05369092964669, 96.11759544568085, 131, 81, 85, 'Male', 92.16406681, 1.8311826441537264, 0.08531728, 50, 27.485162129336434, 97.66666666666666, 'Low Risk'),
(195929, 86, 13, '25:46.2', 36.92867034699657, 97.90005403939568, 111, 89, 61, 'Female', 88.73351837113069, 1.9413224090207857, 0.073367472, 22, 23.54465692693262, 96.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(195930, 67, 18, '24:46.2', 36.72850274853961, 98.51966673815177, 119, 78, 36, 'Male', 50.89826773650757, 1.8722229957415153, 0.10217613327364175, 41, 14.520709982392557, 91.66666666666667, 'High Risk'),
(195931, 93, 16, '23:46.2', 37.42712188, 99.22616010514496, 122, 80, 66, 'Female', 55.819012814433755, 1.8717310656502382, 0.08741711, 42, 15.932915559110072, 94, 'High Risk'),
(195932, 90, 14, '22:46.2', 37.48508570654415, 97.77487589047504, 134, 83, 26, 'Male', 65.75940080509615, 1.8909868834665018, 0.068659851, 51, 18.389961262069296, 100, 'High Risk'),
(195933, 69, 13, '21:46.2', 37.14716518645898, 95.24529115982507, 137, 76, 83, 'Female', 91.09359108888341, 1.5052425815285009, 0.11658099233892959, 61, 40.20451543619479, 96.33333333333333, 'High Risk'),
(195934, 96, 17, '20:46.2', 37.10021555212108, 96.89302586, 126, 80, 81, 'Female', 66.27522326360199, 1.5954508470583608, 0.11425923765850772, 46, 26.036604228347898, 95.33333333333333, 'High Risk'),
(195935, 95, 19, '19:46.2', 36.23361005, 97.18863509314211, 110, 89, 58, 'Male', 52.66187038501384, 1.6501395739933005, 0.058336602956000384, 21, 19.339931000416886, 96, 'High Risk'),
(195936, 69, 16, '18:46.2', 36.740792306997925, 99.13115622661888, 127, 85, 60, 'Male', 57.87493735103227, 1.9492935857390923, 0.10154293451971039, 42, 15.231266831901493, 99, 'High Risk'),
(195937, 77, 17, '17:46.2', 37.130069387859805, 96.91893850170617, 114, 82, 55, 'Female', 95.33670592478578, 1.8444384074330744, 0.1351190028444998, 32, 28.024109926577708, 92.66666666666667, 'Low Risk'),
(195938, 80, 14, '16:46.2', 36.88331061108687, 99.21715811968937, 117, 85, 55, 'Male', 87.63950266645149, 1.8207983577378222, 0.11466369367900214, 32, 26.434810310606885, 95.66666666666667, 'Low Risk'),
(195939, 93, 13, '15:46.2', 36.338992242811685, 95.41159376532597, 116, 76, 20, 'Female', 86.61724392829476, 1.5802525698298362, 0.094330713, 40, 34.68577082408863, 89.33333333333333, 'High Risk'),
(195940, 82, 12, '14:46.2', 36.320900892172986, 96.41805710201768, 112, 81, 59, 'Male', 57.70019282233894, 1.5016313702584259, 0.097200963, 31, 25.588840045866675, 91.33333333333333, 'Low Risk'),
(195941, 81, 16, '13:46.2', 36.01412554025354, 98.14395868, 116, 72, 82, 'Male', 78.42358325131728, 1.5643148742882216, 0.11854361512837505, 44, 32.04780815210373, 86.66666666666667, 'High Risk'),
(195942, 85, 17, '12:46.2', 37.30435923649578, 99.72263956694695, 122, 78, 83, 'Female', 58.549640074378466, 1.6847326222614871, 0.14435830206191974, 44, 20.628243956218345, 92.66666666666667, 'Low Risk'),
(195943, 83, 12, '11:46.2', 37.05740251754192, 95.58406331, 133, 88, 51, 'Male', 66.29401902184283, 1.8138756204517252, 0.14636466318918495, 45, 20.149271149848907, 103, 'Low Risk'),
(195944, 87, 13, '10:46.2', 36.58951125645789, 97.53723402053355, 120, 78, 87, 'Male', 74.98133524620874, 1.9581028615396632, 0.095171785, 42, 19.55609623610507, 92, 'Low Risk'),
(195945, 63, 16, '09:46.2', 37.27571837913664, 97.69016637236645, 135, 81, 47, 'Male', 81.77152276489153, 1.709388459973951, 0.1068776922918073, 54, 27.984693190503574, 99, 'Low Risk'),
(195946, 73, 12, '08:46.2', 36.29069320933368, 95.44999604474143, 137, 85, 75, 'Male', 96.76033244260579, 1.700693858632061, 0.1133749347733073, 52, 33.45376986188618, 102.33333333333333, 'High Risk'),
(195947, 75, 14, '07:46.2', 36.55796838945247, 97.74697803301794, 129, 70, 64, 'Male', 95.36918090451604, 1.5507345541935476, 0.11965530181490376, 59, 39.65821147926459, 89.66666666666666, 'High Risk'),
(195948, 91, 15, '06:46.2', 37.11483902983282, 99.56073757127284, 119, 77, 69, 'Female', 89.05846671, 1.6308193102249389, 0.091107814, 42, 33.48601931063685, 91, 'High Risk'),
(195949, 79, 17, '05:46.2', 36.98018875557681, 97.31330313890832, 124, 82, 46, 'Male', 65.16682873641449, 1.902929102055685, 0.14306183448258797, 42, 17.996223211243397, 96, 'High Risk'),
(195950, 95, 16, '04:46.2', 36.688847580208886, 97.74421342970025, 134, 85, 73, 'Female', 50.99253704394132, 1.7161221082151816, 0.059397033525012924, 49, 17.314511678091637, 101.33333333333333, 'High Risk'),
(195951, 63, 15, '03:46.2', 36.121302925427194, 95.91595356030898, 121, 84, 61, 'Female', 63.23531261540569, 1.559680894254672, 0.07118162, 37, 25.99490086690418, 96.33333333333333, 'Low Risk'),
(195952, 81, 14, '02:46.2', 36.22382354308713, 99.11327216291355, 125, 72, 51, 'Male', 56.207022975368425, 1.9222807344880972, 0.14638040289278792, 53, 15.210971639338347, 89.66666666666666, 'High Risk'),
(195953, 91, 16, '01:46.2', 36.643623828485424, 99.15792091069339, 125, 86, 41, 'Male', 63.182531857169366, 1.949644775984235, 0.07890027, 39, 16.622105874398592, 99, 'High Risk'),
(195954, 98, 14, '00:46.2', 37.110380171959676, 95.00779542069718, 134, 86, 59, 'Male', 92.32049230995845, 1.8151451287431208, 0.059592832, 48, 28.02046916977958, 102, 'High Risk'),
(195955, 96, 18, '59:46.2', 37.19169001298102, 97.23474929, 111, 71, 42, 'Female', 90.95818293691744, 1.8569505582232213, 0.067875111, 40, 26.377953268412377, 84.33333333333333, 'High Risk'),
(195956, 81, 17, '58:46.2', 36.428966315464066, 99.97197549017233, 113, 71, 19, 'Male', 98.12926191512834, 1.5851192981616522, 0.10875976058768744, 42, 39.05481865538263, 85, 'High Risk'),
(195957, 67, 16, '57:46.2', 37.37094453849603, 98.54522276551953, 121, 82, 67, 'Female', 59.097896137788865, 1.7674589116462118, 0.081854769, 39, 18.917919254214322, 95, 'Low Risk'),
(195958, 66, 17, '56:46.2', 37.25836112774006, 95.51376443631811, 128, 77, 25, 'Female', 76.97871581051243, 1.9408802795185591, 0.13601929950045272, 51, 20.434930594720107, 94, 'Low Risk'),
(195959, 93, 19, '55:46.2', 36.978077942999654, 95.97539098, 116, 88, 51, 'Female', 85.27865312, 1.9570971882797221, 0.053338574550286934, 28, 22.264633295202596, 97.33333333333333, 'High Risk'),
(195960, 91, 18, '54:46.2', 36.544552433333806, 99.54084264, 114, 74, 40, 'Female', 59.25266153401849, 1.6544106840465183, 0.1318238063176389, 40, 21.64817105113724, 87.33333333333333, 'High Risk'),
(195961, 74, 12, '53:46.2', 37.12107069318787, 98.97611863147431, 129, 83, 38, 'Male', 68.43888922246654, 1.6180836376603565, 0.054492862290449286, 46, 26.139725326081244, 98.33333333333333, 'Low Risk'),
(195962, 85, 17, '52:46.2', 36.757609599491275, 96.3454798, 138, 78, 80, 'Female', 75.00343480155377, 1.6443591036653311, 0.063573864, 60, 27.738809525167248, 98, 'Low Risk'),
(195963, 80, 13, '51:46.2', 36.74876755008692, 95.01143072151811, 127, 73, 85, 'Female', 70.14782309, 1.5423326479644612, 0.13444735740743197, 54, 29.488867526698442, 91, 'Low Risk'),
(195964, 68, 15, '50:46.2', 36.04890637900274, 95.92880318975067, 127, 82, 29, 'Female', 84.90917745844575, 1.9091040725169237, 0.078081257, 45, 23.296754631983053, 97, 'Low Risk'),
(195965, 73, 15, '49:46.2', 36.74263552507835, 97.05185862149683, 133, 87, 23, 'Male', 69.02388012620861, 1.80238547, 0.077221491, 46, 21.247312920821507, 102.33333333333333, 'Low Risk'),
(195966, 88, 17, '48:46.2', 36.62738275883761, 96.53356776543045, 112, 85, 78, 'Female', 73.04253994554875, 1.8255472878308996, 0.13729588005936072, 27, 21.917433245510313, 94, 'Low Risk'),
(195967, 63, 15, '47:46.2', 37.43622980434721, 99.77632241530804, 138, 82, 84, 'Female', 54.92844331669415, 1.8094343786084401, 0.092290855, 56, 16.776896148949852, 100.66666666666666, 'High Risk'),
(195968, 87, 19, '46:46.2', 36.30770604268172, 95.78497033672751, 129, 75, 73, 'Male', 94.23670246378984, 1.5108853206199124, 0.14042063987027553, 54, 41.281652849476274, 93, 'High Risk'),
(195969, 98, 16, '45:46.2', 36.733906484656174, 95.64707064662453, 121, 85, 42, 'Male', 92.00267182691405, 1.7853435500539072, 0.1484114699056691, 36, 28.864021673594817, 97, 'High Risk'),
(195970, 60, 12, '44:46.2', 36.765603241414254, 97.51375945577337, 133, 72, 81, 'Female', 59.99490087380825, 1.7485213788373941, 0.099680725, 61, 19.623318223204354, 92.33333333333333, 'Low Risk'),
(195971, 76, 13, '43:46.2', 37.014837956322076, 98.48659803756729, 122, 74, 20, 'Male', 77.93671367046142, 1.9865894423518675, 0.079513719, 48, 19.74812388061948, 90, 'Low Risk'),
(195972, 90, 12, '42:46.2', 36.04869835424675, 96.49987334943253, 116, 81, 80, 'Female', 87.53449772321616, 1.9500202279913572, 0.11601954084694882, 35, 23.019771651072535, 92.66666666666667, 'Low Risk'),
(195973, 60, 15, '41:46.2', 37.18246588710681, 99.0910224, 134, 77, 81, 'Female', 67.68718432294412, 1.8023488203002624, 0.076656195, 57, 20.83669118892022, 96, 'Low Risk'),
(195974, 89, 16, '40:46.2', 36.92354390259548, 96.57176002140245, 134, 82, 44, 'Female', 72.21852801, 1.643517419069533, 0.12435624093356547, 52, 26.736220200083896, 99.33333333333333, 'Low Risk'),
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(196149, 72, 15, '45:46.2', 36.785580994870536, 98.27413664233497, 125, 73, 45, 'Male', 56.86096359295328, 1.7304265597950503, 0.080600891, 52, 18.989252550702428, 90.33333333333333, 'Low Risk'),
(196150, 93, 17, '44:46.2', 36.685697260502806, 98.68431722, 112, 73, 36, 'Male', 87.23631328244267, 1.946333399512435, 0.073619378, 39, 23.028350600986105, 86, 'High Risk'),
(196151, 62, 18, '43:46.2', 36.231370522445346, 98.10466301005555, 138, 71, 43, 'Female', 66.38970288259951, 1.9394804905221288, 0.1038460847520559, 67, 17.649397904565717, 93.33333333333333, 'High Risk'),
(196152, 62, 14, '42:46.2', 36.943917549276556, 96.50127156685595, 124, 76, 42, 'Female', 80.76420223, 1.5626125587023028, 0.12373726582514802, 48, 33.07625159529882, 92, 'High Risk'),
(196153, 97, 12, '41:46.2', 36.48503624474383, 96.74464417, 138, 87, 28, 'Female', 87.67269010905306, 1.9148083010271435, 0.13439969145969788, 51, 23.91188037326856, 104, 'High Risk'),
(196154, 77, 18, '40:46.2', 36.802438373809224, 95.35455513506216, 124, 82, 26, 'Female', 50.54849589017828, 1.8499427658481271, 0.132285973, 42, 14.77037946276622, 96, 'High Risk'),
(196155, 86, 15, '39:46.2', 36.19041103179403, 95.31028957, 126, 80, 36, 'Female', 71.45845101693222, 1.9746567778576654, 0.056694442, 46, 18.326112885141203, 95.33333333333333, 'High Risk'),
(196156, 73, 19, '38:46.2', 36.52011258881361, 99.44797446908946, 116, 87, 50, 'Male', 96.28876031506093, 1.731296516376807, 0.095411911, 29, 32.124226919414426, 96.66666666666667, 'High Risk'),
(196157, 95, 14, '37:46.2', 36.153146958620134, 97.55856181, 124, 86, 89, 'Female', 54.06871341763802, 1.6986817557759872, 0.084149664, 38, 18.73794633211522, 98.66666666666667, 'High Risk'),
(196158, 62, 15, '36:46.2', 36.430300481819174, 97.92654169045996, 133, 80, 35, 'Male', 86.10865437559463, 1.761173399732888, 0.077544797, 53, 27.761476969824496, 97.66666666666666, 'Low Risk'),
(196159, 62, 15, '35:46.2', 37.39426739578992, 95.72203828913197, 137, 71, 76, 'Male', 67.49047046337624, 1.8693042949663758, 0.073204281, 66, 19.31445455, 93, 'Low Risk'),
(196160, 75, 13, '34:46.2', 37.03169787648007, 99.11251780862077, 116, 74, 35, 'Male', 78.28195993869647, 1.861821398688401, 0.10201423444870797, 42, 22.583209086913563, 88, 'Low Risk'),
(196161, 91, 16, '33:46.2', 37.46307466877525, 95.18684382345407, 112, 75, 66, 'Female', 61.65869648773387, 1.9278366065314758, 0.058107735, 37, 16.590286807332706, 87.33333333333333, 'High Risk'),
(196162, 81, 17, '32:46.2', 37.06722418778638, 95.87088454956734, 134, 74, 40, 'Female', 91.85536691723942, 1.740426570055882, 0.1389045813077131, 60, 30.324463545751957, 94, 'High Risk'),
(196163, 64, 14, '31:46.2', 36.63256062288137, 96.72011069903833, 118, 75, 78, 'Male', 71.24945935731363, 1.8968435001616561, 0.057127674, 43, 19.802433877396695, 89.33333333333333, 'Low Risk'),
(196164, 91, 15, '30:46.2', 37.01809960653167, 96.85291545636893, 124, 84, 42, 'Male', 84.92722716837335, 1.8794000909808315, 0.1367369759386355, 40, 24.044096245772693, 97.33333333333333, 'High Risk'),
(196165, 78, 16, '29:46.2', 37.28267278227846, 95.10279916984348, 131, 82, 27, 'Male', 96.20439832, 1.5308914601124737, 0.11162630624274854, 49, 41.04933509934446, 98.33333333333333, 'High Risk'),
(196166, 97, 13, '28:46.2', 37.18220217130696, 97.16434293108078, 134, 73, 65, 'Female', 61.14567424, 1.7434005950486926, 0.080471112, 61, 20.117377176752324, 93.33333333333333, 'High Risk'),
(196167, 92, 14, '27:46.2', 36.79634551715005, 97.00253907, 138, 76, 54, 'Female', 57.579007508033484, 1.533113109832959, 0.13590010456979879, 62, 24.497162323380017, 96.66666666666666, 'High Risk'),
(196168, 94, 18, '26:46.2', 36.44134662914377, 99.08617655795213, 134, 75, 88, 'Male', 84.72027856086224, 1.9236420570536532, 0.061775912, 59, 22.894905109345142, 94.66666666666666, 'High Risk'),
(196169, 63, 17, '25:46.2', 37.09359171123372, 97.61403788, 117, 75, 19, 'Male', 95.61829562930699, 1.6223398667655673, 0.05508592, 42, 36.32932403848834, 89, 'High Risk'),
(196170, 84, 15, '24:46.2', 37.326379478313754, 99.95942024356117, 114, 89, 64, 'Male', 56.164507732265655, 1.7657132789494714, 0.077860706, 25, 18.01447419638582, 97.33333333333333, 'High Risk'),
(196171, 93, 19, '23:46.2', 36.53516227916037, 97.57311531013727, 135, 78, 35, 'Female', 61.95982888979038, 1.8049048570181903, 0.060944596206899015, 57, 19.01960890715688, 97, 'High Risk'),
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(196175, 74, 17, '19:46.2', 36.54987515434499, 97.43748811, 120, 88, 86, 'Female', 67.34564716821174, 1.8582064524046407, 0.060337485234289605, 32, 19.503906357256373, 98.66666666666667, 'Low Risk'),
(196176, 84, 17, '18:46.2', 37.12112604374491, 95.48972776594046, 124, 80, 54, 'Male', 89.19762526018397, 1.6392787570472793, 0.056045803, 44, 33.19308897856948, 94.66666666666667, 'High Risk'),
(196177, 69, 13, '17:46.2', 36.22450825189317, 98.25042261556925, 117, 79, 39, 'Male', 65.40911810868656, 1.7890291604028798, 0.099105636, 38, 20.43635578247922, 91.66666666666667, 'Low Risk'),
(196178, 73, 17, '16:46.2', 36.514438076363675, 98.66227283637176, 134, 89, 65, 'Male', 91.98329998690267, 1.794037859259756, 0.10064035368571914, 45, 28.57891777672197, 104, 'Low Risk'),
(196179, 84, 17, '15:46.2', 37.35340208067084, 96.17899931, 131, 87, 60, 'Male', 65.49534326796784, 1.6892736979131646, 0.1399735998040429, 44, 22.95146344053521, 101.66666666666667, 'Low Risk'),
(196180, 95, 14, '14:46.2', 36.16621110041199, 98.69334666593096, 130, 85, 50, 'Female', 62.124384989976555, 1.5752370175641184, 0.1498489114174007, 45, 25.036307923462974, 100, 'High Risk'),
(196181, 65, 18, '13:46.2', 36.87523987618623, 96.02570330058035, 132, 79, 73, 'Male', 95.85002975550871, 1.9212719866951042, 0.081289195, 53, 25.96656789496456, 96.66666666666666, 'Low Risk'),
(196182, 94, 14, '12:46.2', 36.32410267080109, 96.41771428068994, 128, 70, 83, 'Female', 61.45682325511956, 1.5369407761137857, 0.096599085, 58, 26.01691761688012, 89.33333333333333, 'High Risk'),
(196183, 83, 13, '11:46.2', 36.086389012385304, 96.47981561800034, 115, 73, 54, 'Female', 66.31188429735253, 1.874300663079246, 0.061586473, 42, 18.876125285849643, 87, 'Low Risk'),
(196184, 95, 18, '10:46.2', 37.28527272153592, 95.42039572946227, 135, 84, 59, 'Female', 93.88898936857663, 1.5807311734982334, 0.08943212, 51, 37.574968756999695, 101, 'High Risk'),
(196185, 62, 13, '09:46.2', 37.14173452317043, 99.41086311032842, 123, 74, 67, 'Male', 65.10102959918348, 1.900513359, 0.10953703688751015, 49, 18.023785231863194, 90.33333333333333, 'High Risk'),
(196186, 73, 19, '08:46.2', 37.292858381155376, 99.75329744047168, 118, 78, 87, 'Male', 68.99520009008553, 1.9321106540217068, 0.079173116, 40, 18.48225201899491, 91.33333333333333, 'High Risk'),
(196187, 67, 16, '07:46.2', 37.01488361190764, 96.83193940235485, 121, 83, 19, 'Female', 89.94799647220304, 1.6339133641584174, 0.12848623072173765, 38, 33.69251607302587, 95.66666666666667, 'High Risk'),
(196188, 70, 15, '06:46.2', 37.38188969161884, 98.80097328171196, 112, 81, 51, 'Male', 55.69393461630297, 1.5870768985950865, 0.077338663, 31, 22.11118205360527, 91.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
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(196190, 71, 14, '04:46.2', 36.59415176852526, 95.61006189, 137, 75, 27, 'Male', 99.61147497477197, 1.7533791596539108, 0.10534026828924681, 62, 32.40094599326419, 95.66666666666666, 'High Risk'),
(196191, 71, 17, '03:46.2', 36.01542282900382, 95.37625096104553, 122, 87, 63, 'Male', 54.92825465057074, 1.6190338391965766, 0.054040896293795895, 35, 20.954820623094363, 98.66666666666667, 'Low Risk'),
(196192, 67, 14, '02:46.2', 36.878639117662615, 96.16379867523654, 126, 85, 47, 'Male', 76.04914385483679, 1.8314176909653423, 0.1319937104878926, 41, 22.67354980056645, 98.66666666666667, 'Low Risk'),
(196193, 90, 19, '01:46.2', 36.086879806083566, 97.08639295530944, 111, 74, 68, 'Male', 80.01203870116622, 1.6167737767360828, 0.052565426, 37, 30.609541425352578, 86.33333333333333, 'High Risk'),
(196194, 62, 12, '00:46.2', 37.313832781290905, 97.08865336661889, 139, 72, 38, 'Female', 54.695213500256294, 1.9888405860418497, 0.078196197, 67, 13.827681700226854, 94.33333333333333, 'High Risk'),
(196195, 96, 19, '59:46.2', 37.14044818, 97.72367177374836, 118, 82, 46, 'Male', 75.68098660770046, 1.939123178338211, 0.060694068096388665, 36, 20.12685834720204, 94, 'High Risk'),
(196196, 62, 13, '58:46.2', 37.22767978541729, 99.69325390474548, 139, 73, 75, 'Female', 77.25214023417809, 1.5153527958342674, 0.1292609747092918, 66, 33.64209330766356, 95, 'High Risk'),
(196197, 97, 14, '57:46.2', 36.53253061673959, 97.39774329251655, 123, 77, 75, 'Female', 93.12606329153354, 1.8587806758293857, 0.061908274021841105, 46, 26.953486286622248, 92.33333333333333, 'High Risk'),
(196198, 64, 19, '56:46.2', 36.082259350543225, 99.73486721, 113, 79, 57, 'Female', 54.36434737820755, 1.6319351682566965, 0.076874755, 34, 20.413072390725002, 90.33333333333333, 'Low Risk'),
(196199, 89, 15, '55:46.2', 37.403661896285136, 98.29840133902638, 123, 77, 53, 'Female', 66.74516699895666, 1.7938510133557923, 0.057551151, 46, 20.741830620879554, 92.33333333333333, 'Low Risk'),
(196200, 94, 18, '54:46.2', 37.016363343987734, 96.84984848596253, 118, 77, 48, 'Female', 89.40630023, 1.7503871735445289, 0.071021121, 41, 29.18098040471714, 90.66666666666667, 'High Risk'),
(196201, 72, 19, '53:46.2', 36.49335412786312, 99.46601443906866, 134, 73, 50, 'Female', 52.97434000750215, 1.7890559509989914, 0.13184083810985003, 61, 16.550751148501817, 93.33333333333333, 'High Risk'),
(196202, 62, 14, '52:46.2', 36.717685638574245, 95.61829102411934, 116, 87, 43, 'Female', 86.55857784, 1.8808561457394104, 0.11937392913866306, 29, 24.46802701440426, 96.66666666666667, 'Low Risk'),
(196203, 64, 13, '51:46.2', 36.530371174410085, 97.04127232424173, 120, 80, 72, 'Male', 80.21368291, 1.8987853278169908, 0.14689753384653625, 40, 22.24829438808047, 93.33333333333333, 'Low Risk'),
(196204, 72, 16, '50:46.2', 37.20692082854144, 97.97845142594448, 111, 86, 23, 'Female', 75.73095148626106, 1.5767528865656013, 0.12725686614191817, 25, 30.46113938492005, 94.33333333333333, 'High Risk'),
(196205, 67, 14, '49:46.2', 36.64504335388494, 97.87410272, 125, 82, 32, 'Male', 97.91184167795973, 1.8980144821831149, 0.063531712, 43, 27.179169108917034, 96.33333333333333, 'Low Risk'),
(196206, 77, 17, '48:46.2', 37.13955323849334, 96.32701760789304, 132, 80, 44, 'Female', 64.65702092250599, 1.8390841589425166, 0.12381127236584652, 52, 19.11668057148009, 97.33333333333333, 'Low Risk'),
(196207, 92, 18, '47:46.2', 36.41373331742658, 96.43940482517324, 122, 76, 25, 'Male', 64.4789744, 1.9695866486028186, 0.12289037385392436, 46, 16.621412886243675, 91.33333333333333, 'High Risk'),
(196208, 62, 14, '46:46.2', 36.99369985342381, 95.88593948054077, 116, 82, 64, 'Female', 69.92804105260294, 1.7508184708160526, 0.094423161, 34, 22.812302549281643, 93.33333333333333, 'Low Risk'),
(196209, 74, 13, '45:46.2', 36.62082440554844, 95.05440753759932, 110, 72, 58, 'Male', 92.41320576946006, 1.9967984384798205, 0.09310099, 38, 23.17744606965431, 84.66666666666667, 'Low Risk'),
(196210, 60, 15, '44:46.2', 37.42355024000655, 96.99629688376439, 134, 72, 78, 'Male', 88.09919800319503, 1.8610146377575632, 0.074821544, 62, 25.437379938269125, 92.66666666666666, 'Low Risk'),
(196211, 89, 19, '43:46.2', 36.41866917117461, 98.39742210556949, 125, 88, 29, 'Male', 97.92120020572034, 1.634959906458121, 0.11681070020791551, 37, 36.63215884870439, 100.33333333333333, 'High Risk'),
(196212, 64, 13, '42:46.2', 36.34772891712645, 99.66586752306077, 131, 70, 83, 'Female', 76.02632733678803, 1.5975080181187025, 0.13184027590414427, 61, 29.790508610597005, 90.33333333333333, 'Low Risk'),
(196213, 83, 18, '41:46.2', 36.854836237863545, 98.01576347010027, 124, 76, 33, 'Female', 85.87460460524355, 1.7685563373714444, 0.14310037350815685, 48, 27.455347998262823, 92, 'Low Risk'),
(196214, 93, 19, '40:46.2', 36.21737916981539, 96.75679029101767, 139, 79, 41, 'Female', 68.62546422599108, 1.5256720795854148, 0.14615666672834843, 60, 29.482404350087716, 99, 'High Risk'),
(196215, 73, 17, '39:46.2', 36.10593967761788, 95.10451089647911, 125, 77, 64, 'Female', 77.32421362877312, 1.5447925561539722, 0.10807265424693271, 48, 32.40225055250998, 93, 'High Risk'),
(196216, 88, 15, '38:46.2', 37.49160817684187, 99.42858796521855, 133, 88, 40, 'Male', 83.34019238, 1.9173777469029998, 0.085885361, 45, 22.669353423282473, 103, 'Low Risk'),
(196217, 72, 13, '37:46.2', 36.728169703557285, 98.82013075495337, 112, 85, 40, 'Male', 91.43182368786447, 1.7302697138888452, 0.12891093084246646, 27, 30.540051850289473, 94, 'High Risk'),
(196218, 98, 16, '36:46.2', 37.342252, 98.20917776816994, 133, 74, 34, 'Female', 77.80377482310138, 1.516015104421618, 0.092931898, 59, 33.85272331521585, 93.66666666666666, 'High Risk'),
(196219, 73, 12, '35:46.2', 36.787733858792855, 95.17962683317612, 115, 85, 75, 'Female', 62.43113028298053, 1.9477292520023108, 0.10089497364863652, 30, 16.456748198919254, 95, 'High Risk'),
(196220, 90, 19, '34:46.2', 36.58158182455065, 98.70708731568898, 128, 83, 57, 'Female', 79.56776779822033, 1.9244475482104233, 0.053138195, 45, 21.484488431993974, 98, 'Low Risk'),
(196221, 87, 13, '33:46.2', 36.84739509774725, 99.95007624748865, 135, 74, 61, 'Male', 54.26572626, 1.8642387406812109, 0.053868686, 61, 15.614301540491011, 94.33333333333333, 'High Risk'),
(196222, 71, 16, '32:46.2', 37.34325425426276, 96.81397336334297, 112, 72, 78, 'Female', 94.78129522803883, 1.6745055432470857, 0.11132846951597333, 40, 33.80254970827702, 85.33333333333333, 'High Risk'),
(196223, 97, 14, '31:46.2', 36.135424892403165, 95.19644476583181, 123, 71, 86, 'Male', 68.44554820297085, 1.6340905471777314, 0.1415021740492116, 52, 25.632618324593608, 88.33333333333333, 'High Risk'),
(196224, 83, 13, '30:46.2', 36.24950985430948, 99.62871406434058, 135, 78, 77, 'Female', 82.34458640317493, 1.748675476493199, 0.11041296641731563, 57, 26.928775983391823, 97, 'Low Risk'),
(196225, 84, 14, '29:46.2', 37.27910248901485, 96.00137957470378, 125, 76, 60, 'Female', 58.07012652044775, 1.7423082383487154, 0.091517928, 49, 19.129463582233377, 92.33333333333333, 'Low Risk'),
(196226, 67, 15, '28:46.2', 36.58188750862328, 97.65472096, 128, 75, 86, 'Female', 99.10888852730773, 1.7036557659553948, 0.057115038914131736, 53, 34.14671350658405, 92.66666666666666, 'High Risk'),
(196227, 60, 12, '27:46.2', 36.21952304, 96.56255239661878, 126, 81, 72, 'Female', 65.25442952568487, 1.6651255643057041, 0.092106627, 45, 23.53509850180704, 96, 'Low Risk'),
(196228, 86, 18, '26:46.2', 36.22864339833109, 96.48333786742337, 121, 88, 43, 'Female', 84.30450993699858, 1.8129649724400325, 0.14459265797400472, 33, 25.649091182444142, 99, 'Low Risk'),
(196229, 78, 14, '25:46.2', 36.32872537858466, 99.39821026, 138, 88, 31, 'Male', 88.05641136416037, 1.8429809414627556, 0.12712872030667866, 50, 25.92503157735895, 104.66666666666666, 'Low Risk'),
(196230, 75, 18, '24:46.2', 36.566975707023964, 95.26597574183856, 131, 85, 39, 'Female', 99.16920029208788, 1.801676410290404, 0.12231226347860465, 46, 30.550844978465207, 100.33333333333333, 'High Risk'),
(196231, 94, 15, '23:46.2', 36.445714167968674, 97.04370464858482, 133, 72, 30, 'Male', 54.09124134696052, 1.966553638391438, 0.1406718948441278, 61, 13.986703077392082, 92.33333333333333, 'High Risk'),
(196232, 89, 13, '22:46.2', 37.17653188341456, 96.02120006597515, 138, 72, 51, 'Female', 77.20263036274008, 1.7110662136235235, 0.083259329, 66, 26.369291770536922, 94, 'Low Risk'),
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(196409, 79, 14, '25:46.2', 36.80443121510702, 95.27203383, 112, 78, 23, 'Female', 95.61789065306559, 1.6695206347422522, 0.11008284249728215, 34, 34.304854094649826, 89.33333333333333, 'High Risk'),
(196410, 92, 13, '24:46.2', 36.31557592817082, 96.21417922360092, 112, 70, 38, 'Female', 64.75275915609531, 1.883475276294104, 0.10688033575561973, 42, 18.253175573758753, 84, 'High Risk'),
(196411, 62, 12, '23:46.2', 36.49568084202478, 96.2765988, 110, 83, 67, 'Male', 79.94057035153608, 1.528777285611194, 0.13469887313349355, 27, 34.20414979195123, 92, 'High Risk'),
(196412, 71, 12, '22:46.2', 36.02982322949864, 99.77188421468782, 127, 89, 40, 'Male', 60.96482932765639, 1.7925096562191567, 0.10263638976184347, 38, 18.973888955856165, 101.66666666666667, 'Low Risk'),
(196413, 70, 18, '21:46.2', 36.32187284413023, 97.85817544454956, 130, 86, 29, 'Female', 71.16761016748563, 1.6565115417772507, 0.057002227, 44, 25.935429827635335, 100.66666666666667, 'Low Risk'),
(196414, 74, 17, '20:46.2', 36.983417186457736, 96.81086584055448, 129, 76, 79, 'Female', 66.04539535801115, 1.7071608268051977, 0.053151126, 53, 22.661761828917307, 93.66666666666666, 'Low Risk'),
(196415, 81, 14, '19:46.2', 36.62982436338746, 97.93624112275967, 133, 80, 86, 'Male', 75.26371413475135, 1.7974521023860213, 0.053629878593718705, 53, 23.29544406439962, 97.66666666666666, 'Low Risk'),
(196416, 75, 13, '18:46.2', 36.66458677923136, 97.16207788914537, 128, 82, 59, 'Female', 69.47457170604547, 1.8687115271745016, 0.083174599, 46, 19.89488114863239, 97.33333333333333, 'Low Risk'),
(196417, 76, 13, '17:46.2', 36.069708375735054, 98.28123592270653, 137, 76, 75, 'Female', 78.04091429, 1.950159150660567, 0.099532927, 61, 20.52023066772142, 96.33333333333333, 'Low Risk'),
(196418, 95, 16, '16:46.2', 37.28227446460137, 96.18012987942375, 124, 70, 76, 'Male', 62.567389629136976, 1.7698572032119602, 0.062492779, 54, 19.974300566042878, 88, 'High Risk'),
(196419, 75, 15, '15:46.2', 36.84800593287988, 98.79485991096645, 138, 83, 86, 'Male', 78.32939081, 1.5903861568059865, 0.11714425882388403, 55, 30.96845757032752, 101.33333333333333, 'High Risk'),
(196420, 68, 16, '14:46.2', 37.25671545445404, 96.85297691646468, 117, 86, 47, 'Male', 55.15007089, 1.9568977157958538, 0.070414595, 31, 14.40156942629771, 96.33333333333333, 'High Risk'),
(196421, 87, 18, '13:46.2', 36.38471625844301, 98.13180218568718, 139, 85, 70, 'Male', 59.840110004883485, 1.6177121974335358, 0.061622816, 54, 22.865982307250274, 103, 'Low Risk'),
(196422, 62, 18, '12:46.2', 37.06032138, 96.86525287633533, 138, 74, 64, 'Female', 62.58566447355804, 1.8823553394259358, 0.085524282, 64, 17.663291937580265, 95.33333333333333, 'High Risk'),
(196423, 78, 14, '11:46.2', 36.52070715017896, 99.72485428656617, 117, 77, 50, 'Female', 88.92571805716554, 1.837331219078747, 0.059809599490755296, 40, 26.342226026941773, 90.33333333333333, 'Low Risk'),
(196424, 62, 15, '10:46.2', 37.32121994973731, 98.84314266030158, 138, 76, 88, 'Female', 83.18858323798716, 1.6836896945888082, 0.095377852, 62, 29.34537209005306, 96.66666666666666, 'Low Risk'),
(196425, 82, 19, '09:46.2', 37.007104800335505, 97.71521066080624, 121, 86, 39, 'Male', 54.134727767832196, 1.7876123545981972, 0.073122262, 35, 16.94061849241608, 97.66666666666667, 'High Risk'),
(196426, 78, 13, '08:46.2', 36.76558894, 97.23926550704151, 137, 71, 86, 'Male', 80.80344462310528, 1.9301187075329718, 0.11120476029650311, 66, 21.690114007612003, 93, 'Low Risk'),
(196427, 97, 15, '07:46.2', 36.952997544797874, 99.00596281739749, 137, 78, 20, 'Female', 70.21979416242883, 1.9298091165758144, 0.070049786, 59, 18.85518702947585, 97.66666666666666, 'High Risk'),
(196428, 78, 18, '06:46.2', 36.04630964284309, 96.52877521841532, 134, 83, 64, 'Male', 54.488432215337404, 1.8422310149536019, 0.082900841, 51, 16.055215269487704, 100, 'High Risk'),
(196429, 80, 19, '05:46.2', 36.44112976059391, 98.31836992, 121, 79, 22, 'Female', 83.08069706493755, 1.6027290955615843, 0.14174643318382046, 42, 32.34296937592206, 93, 'High Risk'),
(196430, 71, 13, '04:46.2', 37.112108704553066, 99.37323594230432, 122, 80, 58, 'Female', 75.24655153814587, 1.9938838592709631, 0.12961570846826465, 42, 18.92722244, 94, 'Low Risk'),
(196431, 68, 14, '03:46.2', 36.59574868676424, 95.01264257, 121, 77, 38, 'Male', 72.43299331849298, 1.6267217785403296, 0.14782238814196624, 44, 27.372210479724824, 91.66666666666667, 'Low Risk'),
(196432, 75, 19, '02:46.2', 36.70400811578333, 99.53823085379544, 139, 84, 64, 'Male', 72.86878324546686, 1.7831347483206093, 0.13189793948520678, 55, 22.91781404451581, 102.33333333333333, 'Low Risk'),
(196433, 78, 19, '01:46.2', 37.24775141, 95.68123431306616, 120, 86, 83, 'Male', 83.91803442096798, 1.8727555625234107, 0.08235279, 34, 23.927267868459335, 97.33333333333333, 'Low Risk'),
(196434, 61, 17, '00:46.2', 37.301422952672446, 97.93277253119973, 122, 75, 20, 'Female', 69.11845600128895, 1.648910252630544, 0.12646977710105617, 47, 25.421430856020645, 90.66666666666667, 'Low Risk'),
(196435, 91, 13, '59:46.2', 36.75636590999406, 95.68013287817695, 126, 72, 34, 'Female', 98.22017482316357, 1.9632398251268963, 0.094820612, 54, 25.483201728412457, 90, 'High Risk'),
(196436, 67, 19, '58:46.2', 36.660559027868246, 99.10898819580466, 126, 72, 67, 'Male', 54.678732865471225, 1.9520055219517933, 0.076860325, 54, 14.350147260918527, 90, 'High Risk'),
(196437, 92, 15, '57:46.2', 36.45204996948932, 95.78055979855958, 113, 77, 60, 'Male', 88.91013558230134, 1.8731228388258065, 0.1251720747187146, 36, 25.340708555871792, 89, 'High Risk'),
(196438, 76, 19, '56:46.2', 36.63657345864936, 99.08881935566195, 123, 81, 68, 'Female', 57.49525133289013, 1.769029810329073, 0.090953678, 42, 18.372221555056264, 95, 'High Risk'),
(196439, 63, 15, '55:46.2', 37.064584306246026, 97.7043982, 135, 75, 84, 'Female', 84.11232492822398, 1.6506316986802074, 0.1152343204251708, 60, 30.87160972533459, 95, 'High Risk'),
(196440, 90, 12, '54:46.2', 36.87323156872969, 99.69194595158866, 132, 79, 88, 'Female', 52.15592037568532, 1.5953991090435524, 0.10147935141456721, 53, 20.491083510538008, 96.66666666666666, 'Low Risk'),
(196441, 90, 19, '53:46.2', 37.413833934171244, 97.42090349986063, 116, 75, 40, 'Male', 55.594787970276094, 1.910508964661296, 0.059295745, 41, 15.23126305, 88.66666666666667, 'High Risk'),
(196442, 92, 19, '52:46.2', 36.230614817095166, 95.66199489858658, 134, 89, 29, 'Male', 76.21842006379526, 1.8253631783141748, 0.1359705293545333, 45, 22.875014121531798, 104, 'High Risk'),
(196443, 99, 19, '51:46.2', 36.157964883726926, 97.04131433814442, 113, 76, 63, 'Male', 85.07241835080131, 1.9806952108740292, 0.10040158315879663, 37, 21.68470286779534, 88.33333333333333, 'High Risk'),
(196444, 98, 18, '50:46.2', 36.92608204404322, 98.20231378214412, 137, 73, 48, 'Male', 85.03744177213953, 1.5115603722501958, 0.1101616151555071, 64, 37.218527864794105, 94.33333333333333, 'High Risk'),
(196445, 74, 12, '49:46.2', 37.10348821824407, 95.15357530249513, 126, 79, 18, 'Male', 63.96450890317093, 1.7105793792252457, 0.11413974009741905, 47, 21.860123195142346, 94.66666666666667, 'Low Risk'),
(196446, 78, 18, '48:46.2', 36.940403437396405, 95.53704544335112, 135, 88, 83, 'Female', 50.79802476, 1.8094064959161593, 0.10533677004976122, 47, 15.515812942684583, 103.66666666666667, 'High Risk'),
(196447, 91, 15, '47:46.2', 36.90345326933774, 96.17198175078322, 115, 83, 47, 'Female', 80.66075938612123, 1.9705132886256038, 0.10504750257703481, 32, 20.773208035914124, 93.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(196448, 98, 18, '46:46.2', 36.19053743027423, 95.69002787, 113, 75, 75, 'Female', 51.42364896329571, 1.8248847676888156, 0.14909654810207063, 38, 15.441589328985518, 87.66666666666667, 'High Risk'),
(196449, 80, 18, '45:46.2', 36.554273594539616, 95.79904361978785, 130, 70, 79, 'Male', 78.47704717127806, 1.5988245108925652, 0.070123245, 60, 30.70018965384539, 90, 'High Risk'),
(196450, 93, 16, '44:46.2', 36.65886045365716, 99.98980648, 138, 86, 20, 'Female', 88.03986915069555, 1.8091998478088875, 0.080769924, 52, 26.897152376834775, 103.33333333333333, 'High Risk'),
(196451, 71, 15, '43:46.2', 36.73615633796045, 99.11565459268279, 137, 84, 62, 'Male', 86.16790442595101, 1.6550006537395048, 0.05442631, 53, 31.459309919345923, 101.66666666666666, 'High Risk'),
(196452, 95, 17, '42:46.2', 36.58075810345392, 96.91364255775673, 132, 76, 63, 'Male', 60.704008881341004, 1.9316119783409444, 0.11949123651746224, 56, 16.26962687338027, 94.66666666666666, 'High Risk'),
(196453, 94, 14, '41:46.2', 36.36067795, 95.08304647659288, 116, 89, 50, 'Male', 66.29435275353948, 1.9433107769702018, 0.065195202, 27, 17.554643595236612, 98, 'High Risk'),
(196454, 91, 16, '40:46.2', 36.93291628335771, 98.08622435799928, 129, 89, 73, 'Male', 58.693251832337616, 1.9589946759866559, 0.14458379147834866, 40, 15.294020231821964, 102.33333333333333, 'High Risk'),
(196455, 94, 13, '39:46.2', 36.49403225892002, 98.32538085309395, 110, 86, 66, 'Male', 54.036806179073274, 1.8891544406300398, 0.096502758, 24, 15.141006482721078, 94, 'High Risk'),
(196456, 60, 15, '38:46.2', 36.63275849203077, 98.45638971648278, 119, 72, 64, 'Female', 55.92795998213092, 1.6187500954559595, 0.10291967558182451, 47, 21.343683109738183, 87.66666666666667, 'Low Risk'),
(196457, 67, 14, '37:46.2', 36.62596281931023, 97.73447940023506, 130, 78, 23, 'Female', 86.13561859817159, 1.9311039301327142, 0.1378793491052152, 52, 23.097846007684755, 95.33333333333333, 'Low Risk'),
(196458, 95, 13, '36:46.2', 36.026224186030376, 99.17282913, 131, 89, 46, 'Male', 92.60230042646455, 1.6530735008916422, 0.073621135, 42, 33.887337446731685, 103, 'High Risk'),
(196459, 77, 13, '35:46.2', 36.15062790038769, 95.78312801519375, 117, 72, 31, 'Female', 59.59809247672827, 1.6464850271769362, 0.12077757108377436, 45, 21.984509902043904, 87, 'Low Risk'),
(196460, 77, 12, '34:46.2', 36.49440954280533, 98.09378691110545, 133, 71, 64, 'Female', 73.72735938107009, 1.545176111, 0.13571411248925136, 62, 30.879674162566793, 91.66666666666666, 'High Risk'),
(196461, 82, 18, '33:46.2', 36.42298922937392, 97.73682465408885, 115, 88, 42, 'Female', 71.52904510357193, 1.6767841242688357, 0.12355942310930641, 27, 25.440645154221933, 97, 'Low Risk'),
(196462, 70, 15, '32:46.2', 36.00575464034578, 98.52516165432375, 126, 79, 45, 'Male', 71.72158833778856, 1.8292257043958977, 0.062374339, 47, 21.43459627, 94.66666666666667, 'Low Risk'),
(196463, 76, 13, '31:46.2', 36.161585751462994, 99.52320095372448, 136, 70, 78, 'Male', 53.644546730602464, 1.9532375409992633, 0.1125044858611103, 66, 14.060975596747964, 92, 'High Risk'),
(196464, 81, 18, '30:46.2', 37.32257650490931, 96.08321334, 117, 81, 47, 'Female', 91.61608703742749, 1.5237224827337736, 0.13109022346579596, 36, 39.46026410142791, 93, 'High Risk'),
(196465, 96, 12, '29:46.2', 37.436379237009206, 96.19578151584925, 110, 84, 46, 'Female', 60.041632172659284, 1.7331096499088776, 0.1234872094195511, 26, 19.98942992757635, 92.66666666666667, 'High Risk'),
(196466, 86, 16, '28:46.2', 36.49605538151685, 97.76066648, 130, 84, 50, 'Female', 94.14101166804687, 1.8507561495395515, 0.09085904, 46, 27.484032844479312, 99.33333333333333, 'Low Risk'),
(196467, 99, 17, '27:46.2', 37.0305664, 96.63086305912903, 119, 83, 36, 'Male', 89.36583122249719, 1.625462746993641, 0.11168307776657577, 36, 33.823415292806814, 95, 'High Risk'),
(196468, 72, 15, '26:46.2', 36.90762538144518, 98.07836825576075, 112, 73, 56, 'Male', 99.00539092034704, 1.7625794405611699, 0.13180713302540656, 39, 31.868486825024846, 86, 'High Risk'),
(196469, 61, 19, '25:46.2', 36.29697540676884, 96.58607626893165, 110, 85, 22, 'Male', 72.2952328, 1.520007433600379, 0.11830281869451452, 25, 31.290913123490956, 93.33333333333333, 'High Risk'),
(196470, 71, 13, '24:46.2', 36.64511339920268, 98.51365318895508, 117, 77, 50, 'Female', 53.71730781, 1.9501531122030498, 0.059989925, 40, 14.124621468456649, 90.33333333333333, 'High Risk'),
(196471, 66, 13, '23:46.2', 36.21560421290134, 96.63210435780485, 112, 85, 31, 'Female', 71.10667847, 1.7421098959846129, 0.09438416, 27, 23.42929911291292, 94, 'Low Risk'),
(196472, 96, 13, '22:46.2', 36.77961639438396, 95.99057765, 139, 79, 24, 'Male', 70.11374580616149, 1.8303385184785483, 0.072672464, 60, 20.928607402855395, 99, 'High Risk'),
(196473, 88, 17, '21:46.2', 36.864593961331494, 98.24510769381779, 121, 70, 30, 'Male', 99.13593357334318, 1.6119511466208982, 0.1024661203417141, 51, 38.15288203, 87, 'High Risk'),
(196474, 75, 17, '20:46.2', 36.464668317230895, 98.46102752964762, 111, 81, 26, 'Male', 72.39334628769058, 1.605103516376055, 0.061280919, 30, 28.09910967548757, 91, 'Low Risk'),
(196475, 78, 17, '19:46.2', 36.38307251837699, 98.18273948124519, 111, 79, 47, 'Male', 79.85556361371005, 1.9193447912847579, 0.1276095496515976, 32, 21.677000236597348, 89.66666666666667, 'Low Risk'),
(196476, 82, 12, '18:46.2', 36.30238616272422, 99.11177098046981, 117, 70, 42, 'Female', 91.39796787217864, 1.7816120011372285, 0.11811850946162887, 47, 28.79454900811481, 85.66666666666667, 'Low Risk'),
(196477, 94, 16, '17:46.2', 36.92837991027878, 95.6888576, 122, 79, 49, 'Female', 63.567512086062216, 1.6277846203592108, 0.097504773, 43, 23.99061230993826, 93.33333333333333, 'High Risk'),
(196478, 94, 12, '16:46.2', 37.23629063394124, 98.76378895, 122, 87, 42, 'Female', 51.452429385193454, 1.5619823130568586, 0.10359212258981151, 35, 21.08888708629818, 98.66666666666667, 'High Risk'),
(196479, 89, 15, '15:46.2', 36.576406214716414, 98.80224696338264, 134, 76, 52, 'Male', 60.083655000172854, 1.691482608188962, 0.1412826176372107, 58, 21.000095525836596, 95.33333333333333, 'Low Risk'),
(196480, 81, 19, '14:46.2', 36.48052741203604, 97.58140208091734, 111, 78, 66, 'Male', 61.176904644468095, 1.8940303158623943, 0.12302650461370974, 33, 17.05350477755565, 89, 'High Risk'),
(196481, 94, 13, '13:46.2', 36.39166424220661, 95.65197861559568, 139, 76, 57, 'Male', 68.14982972255147, 1.9334329036080187, 0.076645029, 63, 18.23083517246752, 97, 'High Risk'),
(196482, 79, 17, '12:46.2', 36.237156225392084, 96.52928392919586, 131, 82, 64, 'Female', 61.118859462041364, 1.8782622675835934, 0.11397765128208634, 49, 17.32458232877344, 98.33333333333333, 'High Risk'),
(196483, 68, 13, '11:46.2', 36.567916265756764, 99.21444784512418, 129, 85, 19, 'Female', 73.58429986863001, 1.8342339853329186, 0.14870908003887345, 44, 21.871355018729357, 99.66666666666667, 'Low Risk'),
(196484, 77, 15, '10:46.2', 36.41863002, 99.65394797, 124, 76, 75, 'Male', 77.06180593842821, 1.9229843649503784, 0.098668481, 48, 20.83951829891857, 92, 'Low Risk'),
(196485, 94, 17, '09:46.2', 36.67109442720158, 99.82358601677053, 135, 85, 54, 'Male', 70.35098331581754, 1.70284582, 0.14586286387439623, 50, 24.26160439907591, 101.66666666666666, 'High Risk'),
(196486, 96, 16, '08:46.2', 37.35057289038272, 95.79679101435195, 137, 71, 18, 'Female', 55.21880566036719, 1.750076002246304, 0.10661171084499908, 66, 18.029064386400886, 93, 'High Risk'),
(196487, 91, 17, '07:46.2', 36.88274818409143, 99.45318802699595, 137, 78, 75, 'Female', 51.29936452562439, 1.809339417204964, 0.1468517926894346, 59, 15.67010462474844, 97.66666666666666, 'High Risk'),
(196488, 68, 12, '06:46.2', 37.283595009728735, 96.69010828778437, 121, 70, 38, 'Male', 85.97652917688447, 1.8648938805899187, 0.052831967, 51, 24.721320278293504, 87, 'Low Risk'),
(196489, 87, 15, '05:46.2', 36.37438366167409, 99.57448612931871, 124, 79, 69, 'Female', 80.63499966426387, 1.602489962938352, 0.12090482290627894, 45, 31.40023890851473, 94, 'High Risk'),
(196490, 92, 16, '04:46.2', 37.113035551614765, 99.56639448951849, 136, 76, 50, 'Female', 88.66515384566799, 1.8303685859183934, 0.071632659, 60, 26.46524171870285, 96, 'High Risk'),
(196491, 95, 16, '03:46.2', 37.267283855351174, 97.78716956533549, 128, 75, 74, 'Female', 70.55795124799037, 1.6886803015616323, 0.05735937, 53, 24.742927762397724, 92.66666666666666, 'High Risk'),
(196492, 79, 16, '02:46.2', 36.185689535234005, 98.13386458385102, 127, 81, 80, 'Female', 71.57362409487946, 1.957816942196649, 0.1079518599561156, 46, 18.672774101024647, 96.33333333333333, 'Low Risk'),
(196493, 98, 12, '01:46.2', 37.37584176303473, 96.09234438043694, 131, 74, 34, 'Male', 91.02115777, 1.9210019093216286, 0.1404700276546194, 57, 24.665320459289102, 93, 'High Risk'),
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(196495, 93, 19, '59:46.2', 36.970699178431246, 96.37882520746653, 127, 79, 22, 'Male', 52.636982790301715, 1.859481225492243, 0.14962935760607113, 48, 15.22325041874669, 95, 'High Risk'),
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(196670, 92, 15, '04:46.2', 36.92048605069352, 96.17332763416162, 116, 86, 50, 'Female', 82.29120864, 1.6245841383318158, 0.091002558, 30, 31.179491183614918, 96, 'High Risk'),
(196671, 95, 12, '03:46.2', 37.36684552232028, 97.18258900785844, 134, 76, 65, 'Female', 87.59041822650832, 1.9784751827260816, 0.097960754, 58, 22.376666333941493, 95.33333333333333, 'High Risk'),
(196672, 93, 17, '02:46.2', 36.735345185585764, 98.43184786749732, 113, 88, 73, 'Male', 63.80362386158308, 1.9118203032724856, 0.11632766490310138, 25, 17.456260215886882, 96.33333333333333, 'High Risk'),
(196673, 88, 18, '01:46.2', 36.72401303690758, 98.99437376475052, 130, 82, 60, 'Male', 89.81550292174484, 1.742871546002295, 0.099957753, 48, 29.567904488906525, 98, 'Low Risk'),
(196674, 96, 14, '00:46.2', 37.28129029, 97.33212586208225, 114, 74, 68, 'Male', 64.32145057942692, 1.960573355486401, 0.1387831468695938, 40, 16.733609796725354, 87.33333333333333, 'High Risk'),
(196675, 81, 12, '59:46.2', 37.085035303400254, 97.28644097178773, 123, 72, 78, 'Male', 72.57996776137101, 1.8330582268246012, 0.087156208, 51, 21.600522175176614, 89, 'Low Risk'),
(196676, 93, 12, '58:46.2', 36.79727922268846, 98.89872978637652, 119, 70, 20, 'Female', 74.99634370465856, 1.8394482328202935, 0.11768335420247429, 49, 22.164857860325824, 86.33333333333333, 'High Risk'),
(196677, 83, 16, '57:46.2', 37.455418123015534, 99.43045586282989, 128, 79, 77, 'Female', 93.59485584465062, 1.5144628801023354, 0.10113920338194166, 49, 40.80700427252911, 95.33333333333333, 'High Risk'),
(196678, 96, 18, '56:46.2', 37.34982587888635, 98.15797661053446, 133, 81, 57, 'Male', 97.47934674374397, 1.6386758599958067, 0.1341423934608021, 52, 36.301661107335875, 98.33333333333333, 'High Risk'),
(196679, 99, 15, '55:46.2', 36.063443864749765, 99.78948846487647, 114, 89, 67, 'Female', 94.50768128676948, 1.5923537120333593, 0.059851357, 25, 37.27245668921443, 97.33333333333333, 'High Risk'),
(196680, 83, 14, '54:46.2', 36.23614730467661, 95.84221290637055, 111, 72, 26, 'Male', 51.32555624661826, 1.9561082614703649, 0.10506336495599304, 39, 13.413678415804574, 85, 'High Risk'),
(196681, 89, 19, '53:46.2', 37.394859130249976, 99.15104109858173, 120, 84, 50, 'Male', 73.23487305752828, 1.5685083886741742, 0.1193784852981115, 36, 29.76762881527558, 96, 'Low Risk'),
(196682, 82, 14, '52:46.2', 37.00355874, 96.89833300047499, 137, 83, 33, 'Male', 93.63006983375169, 1.5941641356517084, 0.1422654852839736, 54, 36.84251579486032, 101, 'High Risk'),
(196683, 61, 18, '51:46.2', 36.232452179157306, 95.04265032409326, 124, 77, 51, 'Female', 64.44151159140752, 1.5640928993121226, 0.084075651, 47, 26.341507778270472, 92.66666666666667, 'Low Risk'),
(196684, 78, 15, '50:46.2', 37.19709078834764, 99.72240049344585, 129, 82, 66, 'Male', 94.31942701317965, 1.9358613273041267, 0.1050489894155043, 47, 25.16822951584553, 97.66666666666667, 'Low Risk'),
(196685, 74, 16, '49:46.2', 36.70494385005779, 96.35027404005564, 115, 78, 81, 'Female', 79.54793007080919, 1.5582638860144147, 0.098487593, 37, 32.76022470391073, 90.33333333333333, 'High Risk'),
(196686, 65, 19, '48:46.2', 36.64598873436843, 95.03371580466138, 117, 73, 75, 'Male', 61.087662763640225, 1.863013443970797, 0.089987499, 44, 17.600359205445937, 87.66666666666667, 'High Risk'),
(196687, 73, 19, '47:46.2', 36.249543604389686, 95.04684794093482, 110, 72, 40, 'Male', 50.37097352169828, 1.8821352681212993, 0.11029925703901121, 38, 14.219315126038286, 84.66666666666667, 'High Risk'),
(196688, 62, 18, '46:46.2', 37.04434977563904, 97.33384003, 124, 71, 66, 'Male', 60.88258424805219, 1.516212571869143, 0.083269558, 53, 26.483348268927134, 88.66666666666666, 'Low Risk'),
(196689, 80, 18, '45:46.2', 36.61353681982302, 98.46436492495332, 127, 74, 22, 'Male', 51.28957821615565, 1.594879826389545, 0.14938107383210827, 53, 20.163837937599457, 91.66666666666666, 'Low Risk'),
(196690, 60, 14, '44:46.2', 37.190964692391006, 98.26754634, 131, 76, 27, 'Male', 65.50881237, 1.592329307411183, 0.107384441, 55, 25.83651596336127, 94.33333333333333, 'Low Risk'),
(196691, 85, 16, '43:46.2', 36.145575554733654, 95.08842417986469, 122, 79, 43, 'Female', 66.66664250371582, 1.7042735531998017, 0.13484935461672826, 43, 22.952498841447383, 93.33333333333333, 'Low Risk'),
(196692, 80, 12, '42:46.2', 36.4227578, 97.54926196006515, 131, 80, 20, 'Female', 72.45448262398921, 1.8712365909947546, 0.1414313675766814, 51, 20.692256682297902, 97, 'Low Risk'),
(196693, 94, 17, '41:46.2', 36.68592307647348, 95.46141722637438, 117, 87, 67, 'Female', 51.57620741196688, 1.9354430907445141, 0.10021122679029879, 30, 13.768562229235854, 97, 'High Risk'),
(196694, 73, 13, '40:46.2', 37.46074118356395, 95.35485165092025, 112, 76, 21, 'Female', 93.61233062, 1.6978811949139418, 0.1290551877027678, 36, 32.47270455494339, 88, 'High Risk'),
(196695, 75, 16, '39:46.2', 37.373669814703575, 95.28405787846435, 129, 81, 81, 'Male', 70.68668531421496, 1.831589750410071, 0.13246286490549536, 48, 21.07080887599461, 97, 'Low Risk'),
(196696, 73, 12, '38:46.2', 36.83332088853028, 96.79343311612179, 110, 73, 76, 'Female', 83.66411688325076, 1.8255857609156578, 0.11687244618869899, 37, 25.103527488587737, 85.33333333333333, 'Low Risk'),
(196697, 76, 19, '37:46.2', 36.24716204421705, 97.31652935157948, 138, 74, 87, 'Male', 96.34791586246047, 1.5809052937340837, 0.075393024, 64, 38.55055344205594, 95.33333333333333, 'High Risk'),
(196698, 61, 17, '36:46.2', 37.00920302020417, 98.05833786319126, 125, 84, 80, 'Male', 59.32312221422045, 1.8353152044042842, 0.087697901, 41, 17.611756619021563, 97.66666666666667, 'High Risk'),
(196699, 87, 16, '35:46.2', 36.56462879912803, 96.56689710268813, 135, 79, 54, 'Female', 54.09962846167144, 1.597646745589552, 0.13279879276504186, 56, 21.194967958551864, 97.66666666666666, 'Low Risk'),
(196700, 71, 16, '34:46.2', 36.21828888552193, 96.65431670671344, 111, 80, 50, 'Female', 55.073977717954115, 1.8103041473573538, 0.14477416471063653, 31, 16.805187090332705, 90.33333333333333, 'High Risk'),
(196701, 72, 16, '33:46.2', 36.08194831183845, 97.17334867, 136, 75, 45, 'Male', 50.24780952230044, 1.6082628331208704, 0.091819767, 61, 19.426881139570582, 95.33333333333333, 'Low Risk'),
(196702, 82, 18, '32:46.2', 36.703837287313355, 98.86740871, 114, 70, 79, 'Female', 92.32593818772062, 1.5200339122231032, 0.06329066, 44, 39.95923589765263, 84.66666666666667, 'High Risk'),
(196703, 93, 12, '31:46.2', 36.20061299711139, 95.29606982820727, 128, 88, 59, 'Male', 90.98644753887541, 1.8732708131505387, 0.13393065265813067, 40, 25.928391505577704, 101.33333333333333, 'High Risk'),
(196704, 94, 14, '30:46.2', 37.32589169219588, 99.31850947, 136, 87, 76, 'Male', 81.65625120379428, 1.8561366560073917, 0.10355673873803387, 49, 23.70115676328571, 103.33333333333333, 'High Risk'),
(196705, 64, 13, '29:46.2', 37.21711113298904, 98.65921975147542, 133, 80, 77, 'Female', 52.853706316789825, 1.7877637674251017, 0.11412878575034617, 53, 16.53694130006595, 97.66666666666666, 'High Risk'),
(196706, 94, 16, '28:46.2', 37.02813252114734, 95.96777526080636, 126, 73, 62, 'Female', 70.89502896329428, 1.5579739358768459, 0.059695106825009836, 53, 29.20756881116545, 90.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(196707, 71, 19, '27:46.2', 37.051712547594676, 96.29295625, 137, 74, 21, 'Female', 95.89633932690211, 1.7884338132367779, 0.088714891, 63, 29.981702083720943, 95, 'Low Risk'),
(196708, 63, 19, '26:46.2', 36.945612417283364, 99.59408608869357, 120, 74, 71, 'Male', 75.12881253980859, 1.6935574098515565, 0.081618167, 46, 26.19429280608476, 89.33333333333333, 'Low Risk'),
(196709, 88, 12, '25:46.2', 37.45684259448993, 98.86131559692467, 132, 77, 19, 'Female', 84.43445188028957, 1.7163267533091453, 0.10109613319610919, 55, 28.662874636256806, 95.33333333333333, 'Low Risk'),
(196710, 95, 14, '24:46.2', 37.02703821623428, 98.30707868882743, 134, 81, 88, 'Female', 66.07208168979427, 1.5538118893297546, 0.14809320765355508, 53, 27.366616709701848, 98.66666666666666, 'High Risk'),
(196711, 74, 15, '23:46.2', 36.78627080151354, 95.46387682298155, 126, 79, 25, 'Female', 59.360918192365524, 1.9854993536836645, 0.071968397, 47, 15.057785626350054, 94.66666666666667, 'High Risk'),
(196712, 75, 17, '22:46.2', 36.74612662339368, 97.63624892533481, 113, 82, 87, 'Female', 55.68257220571616, 1.6437954273670647, 0.10963938209308363, 31, 20.60742618, 92.33333333333333, 'Low Risk'),
(196713, 88, 14, '21:46.2', 36.098908429667105, 96.69737714295574, 137, 79, 76, 'Male', 67.38726112902154, 1.7647665789695068, 0.13728837458973459, 58, 21.637309850578333, 98.33333333333333, 'Low Risk'),
(196714, 87, 12, '20:46.2', 36.98185780557029, 98.92343705951652, 111, 87, 72, 'Female', 64.35177092317866, 1.9476948841596182, 0.13339566411821963, 24, 16.96362470849654, 95, 'High Risk'),
(196715, 85, 16, '19:46.2', 36.046775834595564, 97.97875097053964, 129, 81, 64, 'Female', 99.36896834313958, 1.722653951328307, 0.12788711080486043, 48, 33.485338356656605, 97, 'High Risk'),
(196716, 96, 19, '18:46.2', 37.24912422616093, 97.03980467877217, 137, 87, 56, 'Female', 73.03531315854293, 1.7314216905892654, 0.1094235397127537, 50, 24.362799325737573, 103.66666666666666, 'High Risk'),
(196717, 67, 15, '17:46.2', 37.29296907, 97.98147626644385, 134, 70, 67, 'Female', 77.73180372512792, 1.9336851660650654, 0.14393491776584383, 64, 20.78869435746757, 91.33333333333333, 'Low Risk'),
(196718, 61, 13, '16:46.2', 36.67862049068902, 95.40008693706005, 124, 70, 62, 'Male', 71.17314734260336, 1.728513890119426, 0.13243493963370478, 54, 23.821572331921878, 88, 'Low Risk'),
(196719, 78, 17, '15:46.2', 37.20598340949861, 97.65336951882844, 124, 74, 83, 'Male', 70.94630508754057, 1.7518321921132614, 0.063891884, 50, 23.11770814503515, 90.66666666666666, 'Low Risk'),
(196720, 85, 17, '14:46.2', 37.09346748, 98.83023436830314, 115, 78, 62, 'Female', 70.45699089352769, 1.670378791091827, 0.11936388940961709, 37, 25.25190559457161, 90.33333333333333, 'Low Risk'),
(196721, 93, 14, '13:46.2', 37.10198437, 99.42443632115092, 116, 71, 36, 'Female', 94.07599342330761, 1.566322864585528, 0.14388552494062787, 45, 38.345661819591626, 86, 'High Risk'),
(196722, 76, 17, '12:46.2', 36.57190741247113, 98.70745334532509, 134, 87, 78, 'Male', 80.22259584, 1.6802275255158652, 0.086178712, 47, 28.415841433330144, 102.66666666666667, 'Low Risk'),
(196723, 68, 13, '11:46.2', 36.66666830379723, 98.45758314, 134, 80, 70, 'Female', 71.10797138, 1.6622334863750472, 0.054722883, 54, 25.73559625929297, 98, 'Low Risk'),
(196724, 73, 14, '10:46.2', 37.317206626375146, 99.34092402110278, 113, 76, 61, 'Male', 80.54079042349879, 1.874961477179624, 0.11669295162566734, 37, 22.910321785682658, 88.33333333333333, 'Low Risk'),
(196725, 73, 14, '09:46.2', 36.79985662553056, 96.45145346269803, 122, 81, 54, 'Male', 84.02151322252905, 1.5046967129857811, 0.13824422953843518, 41, 37.11013672120298, 94.66666666666667, 'High Risk'),
(196726, 92, 13, '08:46.2', 36.09360720171737, 97.22293098788526, 138, 85, 82, 'Male', 86.46459067326725, 1.6562950212828897, 0.066918449, 53, 31.518308136026235, 102.66666666666666, 'High Risk'),
(196727, 79, 15, '07:46.2', 37.41844533, 99.15483182043938, 138, 84, 81, 'Female', 62.39150304762453, 1.6794857890817103, 0.14821960040326987, 54, 22.119371426404165, 102, 'Low Risk'),
(196728, 64, 17, '06:46.2', 37.34483446880632, 96.22376405923133, 138, 78, 26, 'Female', 71.02115082918792, 1.5888122800092066, 0.080913485, 60, 28.134715613385588, 98, 'Low Risk'),
(196729, 83, 15, '05:46.2', 37.377086858239714, 96.07770197672757, 130, 84, 78, 'Male', 69.58516558792572, 1.7357541391319589, 0.11855790651631692, 46, 23.096184805444466, 99.33333333333333, 'Low Risk'),
(196730, 97, 17, '04:46.2', 36.20834931968193, 95.34254763737326, 110, 87, 73, 'Male', 85.82629621350188, 1.7513937113232998, 0.072258294, 23, 27.98032787408373, 94.66666666666667, 'High Risk'),
(196731, 60, 14, '03:46.2', 36.761886881545315, 97.58634353246879, 132, 86, 21, 'Male', 73.11472612021367, 1.5930950520574574, 0.13643840902456364, 46, 28.80855531889888, 101.33333333333333, 'Low Risk'),
(196732, 80, 18, '02:46.2', 36.21278133, 99.73265354, 135, 84, 79, 'Female', 94.87799686554348, 1.6367727933821177, 0.072480467, 51, 35.41511952727059, 101, 'High Risk'),
(196733, 99, 14, '01:46.2', 37.385239966458826, 97.25471485491873, 139, 84, 89, 'Male', 94.25362777, 1.9362579790163377, 0.14669957081097168, 55, 25.14036820737501, 102.33333333333333, 'High Risk'),
(196734, 73, 12, '00:46.2', 36.090803171766275, 97.00624629619261, 128, 79, 59, 'Male', 92.69953908126465, 1.5929472233594784, 0.062300128390437165, 49, 36.53211366980063, 95.33333333333333, 'High Risk'),
(196735, 91, 13, '59:46.2', 36.95060561459637, 97.69276098763733, 111, 70, 60, 'Male', 79.26655744159129, 1.8569459288423584, 0.11916623651310444, 41, 22.987486179375743, 83.66666666666667, 'High Risk'),
(196736, 79, 18, '58:46.2', 37.19128971898472, 97.10121826237028, 119, 73, 55, 'Female', 82.23408871064206, 1.982868817, 0.055202699, 46, 20.915291321862192, 88.33333333333333, 'Low Risk'),
(196737, 85, 17, '57:46.2', 36.864929141116235, 97.99777471422685, 112, 71, 72, 'Female', 50.67551750868995, 1.7374347483068897, 0.13610532396911423, 41, 16.787312939668368, 84.66666666666667, 'High Risk'),
(196738, 80, 19, '56:46.2', 37.19703302785805, 96.80834992465222, 125, 79, 37, 'Male', 61.564210747000104, 1.605964948734996, 0.14096444908856115, 46, 23.870207354785972, 94.33333333333333, 'Low Risk'),
(196739, 98, 16, '55:46.2', 36.59381649339117, 95.80210398, 133, 86, 39, 'Male', 75.04337507306545, 1.8009841673673193, 0.086704413, 47, 23.136228687362653, 101.66666666666667, 'High Risk'),
(196740, 82, 12, '54:46.2', 36.86011525779522, 98.68336404, 132, 75, 56, 'Female', 94.30469264824545, 1.8357766228409165, 0.11414666140290486, 57, 27.982958839460135, 94, 'Low Risk'),
(196741, 89, 19, '53:46.2', 36.00233818270558, 95.61569597, 135, 72, 89, 'Male', 79.26304675252122, 1.5032473698795576, 0.07153467, 63, 35.075983460134125, 93, 'High Risk'),
(196742, 63, 16, '52:46.2', 37.29599675913345, 97.99491931803976, 120, 88, 42, 'Male', 59.311523462077766, 1.8655423462250746, 0.11600049018979999, 32, 17.042325511625062, 98.66666666666667, 'High Risk'),
(196743, 76, 18, '51:46.2', 37.12874116256675, 98.37203998698604, 114, 85, 70, 'Female', 98.23444771405022, 1.526914456153692, 0.14518090376411147, 29, 42.13416524587261, 94.66666666666667, 'High Risk'),
(196744, 93, 12, '50:46.2', 36.33980092838662, 96.17742758210433, 118, 82, 82, 'Female', 54.476855715590176, 1.8689712705112336, 0.11639907506216694, 36, 15.595768573287577, 94, 'High Risk'),
(196745, 62, 17, '49:46.2', 37.10463647261178, 95.15080333185101, 134, 89, 29, 'Male', 63.467226043493156, 1.8625945976858533, 0.14744044230955006, 45, 18.294175417533566, 104, 'High Risk'),
(196746, 76, 14, '48:46.2', 37.23089773331348, 95.25946792, 138, 76, 42, 'Female', 69.52006277, 1.9273795840020633, 0.11940066260515901, 62, 18.714388754500437, 96.66666666666666, 'Low Risk'),
(196747, 91, 12, '47:46.2', 36.27160587270473, 98.19704773, 131, 74, 64, 'Male', 92.00112360208072, 1.584545219465717, 0.059390153, 57, 36.64239536272043, 93, 'High Risk'),
(196748, 72, 13, '46:46.2', 37.09835291744941, 95.58367733727218, 132, 80, 20, 'Male', 91.42728161178931, 1.6323066220503846, 0.11021887427119181, 52, 34.31407705426792, 97.33333333333333, 'High Risk'),
(196749, 93, 14, '45:46.2', 36.015181779146864, 95.76906083168072, 114, 83, 44, 'Male', 95.40665924886149, 1.7277906459482921, 0.12225229482085366, 31, 31.95924065262564, 93.33333333333333, 'High Risk'),
(196750, 73, 12, '44:46.2', 36.42656912428282, 98.75306499590273, 131, 89, 58, 'Male', 80.92651676673655, 1.7393098633882704, 0.130899719, 42, 26.750809481744877, 103, 'Low Risk'),
(196751, 65, 16, '43:46.2', 36.20521673, 99.51235171, 115, 82, 24, 'Male', 52.72002571769741, 1.8933667753365058, 0.050650597021216874, 33, 14.70639104302151, 93, 'High Risk'),
(196752, 80, 19, '42:46.2', 36.74168792114696, 98.63201476220623, 129, 80, 64, 'Male', 56.666695701172095, 1.7757799388096505, 0.059837763617193424, 49, 17.97006294597546, 96.33333333333333, 'High Risk'),
(196753, 86, 16, '41:46.2', 36.29562838131709, 95.68888012031384, 125, 72, 32, 'Female', 68.91833348476848, 1.5895985255946554, 0.079794423, 53, 27.27469260628595, 89.66666666666666, 'Low Risk'),
(196754, 66, 18, '40:46.2', 36.773925610710926, 98.58696010385016, 128, 82, 58, 'Female', 57.47054711323034, 1.6097114663933128, 0.13580490033125564, 46, 22.17937256996479, 97.33333333333333, 'Low Risk'),
(196755, 71, 13, '39:46.2', 37.30610883837231, 97.31810328653559, 111, 79, 71, 'Female', 66.67914040769924, 1.6723117564473766, 0.085138124, 32, 23.842703974617084, 89.66666666666667, 'Low Risk'),
(196756, 97, 17, '38:46.2', 36.93843594294807, 95.38262743582813, 123, 81, 61, 'Male', 75.89097568, 1.766481565389219, 0.11983298858971321, 42, 24.32046739911123, 95, 'High Risk'),
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(196922, 83, 13, '52:46.2', 37.184252772455466, 98.99683292184413, 138, 88, 78, 'Male', 53.50420721, 1.7020886568647224, 0.11664619736955169, 50, 18.46815787180343, 104.66666666666666, 'High Risk'),
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(196924, 79, 17, '50:46.2', 36.933850141199805, 96.78424653773223, 117, 72, 63, 'Male', 83.69054674863017, 1.9919831656143956, 0.10058316678846152, 45, 21.091383935250413, 87, 'Low Risk'),
(196925, 63, 18, '49:46.2', 36.15268359762682, 98.26437933257381, 123, 87, 88, 'Female', 98.11254605070437, 1.6959514177175796, 0.070760543, 36, 34.111257621264336, 99, 'High Risk'),
(196926, 84, 16, '48:46.2', 36.604709076909785, 96.80549691828494, 134, 77, 85, 'Female', 65.99284326364935, 1.6467941063349154, 0.081783469, 57, 24.334264932661114, 96, 'Low Risk'),
(196927, 85, 13, '47:46.2', 36.482914113470734, 97.07868592305694, 113, 87, 26, 'Female', 99.52162237004923, 1.9762013533934837, 0.11889158558391977, 26, 25.483264524631096, 95.66666666666667, 'Low Risk'),
(196928, 81, 12, '46:46.2', 36.163366405429834, 95.40432341109657, 136, 81, 78, 'Female', 51.54305379293263, 1.6926111957248462, 0.10693243612549017, 55, 17.991017560201918, 99.33333333333333, 'High Risk'),
(196929, 82, 18, '45:46.2', 36.601575853390756, 95.14519715792845, 126, 76, 76, 'Male', 79.22943336476027, 1.833381739737471, 0.11672275868787073, 50, 23.57114866, 92.66666666666666, 'Low Risk'),
(196930, 92, 16, '44:46.2', 36.17590769990437, 98.95264572516206, 128, 77, 70, 'Male', 95.95519522196675, 1.5413747514821834, 0.115663203, 51, 40.38796877957549, 94, 'High Risk'),
(196931, 60, 15, '43:46.2', 36.81482101792246, 99.88642000256398, 116, 86, 61, 'Male', 82.74074663252053, 1.9609985019936809, 0.11006394882686948, 30, 21.51616726156083, 96, 'Low Risk'),
(196932, 71, 12, '42:46.2', 36.628377210955996, 96.56584226674256, 127, 78, 23, 'Female', 61.51203473756074, 1.7784302595399704, 0.12488373000567435, 49, 19.44851359590485, 94.33333333333333, 'Low Risk'),
(196933, 73, 16, '41:46.2', 36.92374362194303, 98.62031641068262, 112, 82, 54, 'Female', 59.502473187927805, 1.5996440621081802, 0.06763928, 30, 23.253498439757536, 92, 'Low Risk'),
(196934, 85, 18, '40:46.2', 37.399002595809435, 97.14770565233427, 135, 80, 60, 'Male', 68.23724815748456, 1.551622028125397, 0.1426042657468704, 55, 28.343248945489602, 98.33333333333333, 'Low Risk'),
(196935, 90, 19, '39:46.2', 36.77929415441363, 99.72042211183688, 111, 71, 74, 'Female', 79.72201550566905, 1.730794480351391, 0.12402195736703282, 40, 26.612597575829824, 84.33333333333333, 'Low Risk'),
(196936, 85, 17, '38:46.2', 36.74911460736804, 97.86976413996605, 125, 83, 23, 'Female', 63.340004409599054, 1.8776626416028341, 0.1480501390603834, 42, 17.965650973254768, 97, 'High Risk'),
(196937, 67, 13, '37:46.2', 37.140857689510334, 97.82015037624035, 124, 81, 36, 'Male', 95.12401527229022, 1.8116477860187021, 0.068392194, 43, 28.982953415401127, 95.33333333333333, 'Low Risk'),
(196938, 72, 18, '36:46.2', 36.55536347, 95.19343288006682, 110, 76, 73, 'Female', 58.55391862329022, 1.9443593276811741, 0.065813376, 34, 15.488269934661865, 87.33333333333333, 'High Risk'),
(196939, 86, 17, '35:46.2', 36.83121276071046, 97.96799244713293, 122, 73, 67, 'Male', 79.35117078625451, 1.5937438097527008, 0.082387759, 49, 31.24038065927137, 89.33333333333333, 'High Risk'),
(196940, 72, 14, '34:46.2', 36.94865179802895, 98.62552138540806, 128, 71, 42, 'Female', 99.63099338978165, 1.6254351876655344, 0.093732443, 57, 37.70987963300166, 90, 'High Risk'),
(196941, 60, 13, '33:46.2', 37.232199708281364, 98.10359977658673, 129, 78, 28, 'Male', 55.48045705175396, 1.9734853161447594, 0.092172628, 51, 14.245320721821992, 95, 'High Risk'),
(196942, 81, 16, '32:46.2', 36.63225762698773, 97.91326587, 125, 77, 27, 'Male', 94.97238756197495, 1.9523282491169518, 0.10014203692652271, 48, 24.916766333106224, 93, 'Low Risk'),
(196943, 64, 12, '31:46.2', 36.138689155867304, 97.73122786630057, 132, 73, 53, 'Male', 71.35744382973697, 1.9528230748046829, 0.10755182150426246, 59, 18.711710433865036, 92.66666666666666, 'Low Risk'),
(196944, 62, 17, '30:46.2', 37.361805807944926, 95.93846335322311, 115, 72, 41, 'Male', 66.43756352368673, 1.9842713360201263, 0.11140530586506953, 43, 16.873748803074403, 86.33333333333333, 'High Risk'),
(196945, 81, 18, '29:46.2', 36.87051263691011, 98.71027083963551, 116, 74, 88, 'Male', 86.61402964372155, 1.7310447142409608, 0.13606105500765306, 42, 28.90491335, 88, 'Low Risk'),
(196946, 82, 13, '28:46.2', 37.072813688248466, 98.82204891, 119, 78, 71, 'Male', 71.56651694862586, 1.5031854745867648, 0.082124467, 41, 31.672674692066995, 91.66666666666667, 'High Risk'),
(196947, 93, 18, '27:46.2', 36.56316961345214, 97.26211049880688, 131, 76, 44, 'Male', 60.150673681030284, 1.758653851174454, 0.11596314070702807, 55, 19.448215623909146, 94.33333333333333, 'High Risk'),
(196948, 62, 19, '26:46.2', 36.946484580383945, 95.80348942298993, 111, 78, 53, 'Female', 55.095745411007705, 1.9199864185464866, 0.053565096869302255, 33, 14.945888910028584, 89, 'High Risk'),
(196949, 68, 18, '25:46.2', 36.475097630885756, 95.16797864385116, 138, 76, 43, 'Male', 72.31782823126733, 1.6043894672995758, 0.062095527, 62, 28.09478875631776, 96.66666666666666, 'Low Risk'),
(196950, 95, 15, '24:46.2', 37.26876776141505, 98.38792562803434, 138, 79, 66, 'Male', 95.51199738353179, 1.6070153287736437, 0.13353977280161583, 59, 36.98434132840111, 98.66666666666666, 'High Risk'),
(196951, 79, 19, '23:46.2', 36.22514454589468, 96.86876450861347, 111, 77, 84, 'Male', 64.23467879569647, 1.8832572912067564, 0.13127659561676974, 34, 18.111325745257908, 88.33333333333333, 'High Risk'),
(196952, 63, 13, '22:46.2', 36.72201631371597, 97.43308668136677, 118, 75, 57, 'Female', 50.13652536880652, 1.6415737774994188, 0.1310750245312206, 43, 18.60516048184022, 89.33333333333333, 'Low Risk'),
(196953, 86, 12, '21:46.2', 37.21424795844416, 97.31168661276661, 135, 84, 83, 'Male', 84.47138924601222, 1.9007087774009472, 0.077198517, 51, 23.381828796339178, 101, 'Low Risk'),
(196954, 96, 13, '20:46.2', 36.737740464447796, 96.90906786756082, 136, 89, 74, 'Female', 84.45742245400582, 1.925372367765567, 0.052965685682817704, 47, 22.78286589, 104.66666666666667, 'High Risk'),
(196955, 82, 17, '19:46.2', 36.11641011, 95.51940315456203, 134, 78, 60, 'Male', 64.49494215412118, 1.7985784020842965, 0.11116861023004813, 56, 19.93732597585064, 96.66666666666666, 'Low Risk'),
(196956, 89, 19, '18:46.2', 36.168399934187434, 99.95635377000531, 136, 85, 23, 'Male', 60.58415855156961, 1.5793955978114227, 0.1262888140251348, 51, 24.287187968606393, 102, 'Low Risk'),
(196957, 63, 13, '17:46.2', 37.311904581863544, 96.98759964834024, 119, 77, 66, 'Female', 61.05570817111284, 1.8441533061628357, 0.086603987, 42, 17.952801534479683, 91, 'High Risk'),
(196958, 79, 15, '16:46.2', 36.72440561011713, 98.89008918580116, 116, 77, 87, 'Male', 64.40218797801845, 1.7835444136429117, 0.07487959, 39, 20.24569850121749, 90, 'Low Risk'),
(196959, 65, 15, '15:46.2', 37.37260503604734, 97.04324175, 133, 79, 88, 'Male', 82.3783856, 1.7006304458934511, 0.0585596, 54, 28.483501534985553, 97, 'Low Risk'),
(196960, 65, 15, '14:46.2', 37.37714362511542, 96.56085054223192, 117, 71, 31, 'Male', 55.18323940368076, 1.9787009787094565, 0.13742434014453578, 46, 14.094408481096993, 86.33333333333333, 'High Risk'),
(196961, 91, 13, '13:46.2', 37.155719909215975, 98.85323555030689, 113, 73, 79, 'Male', 57.62126097472305, 1.9557609561853366, 0.097948252, 40, 15.064378339753151, 86.33333333333333, 'High Risk'),
(196962, 74, 15, '12:46.2', 36.48439119450923, 95.93406341714665, 119, 70, 35, 'Male', 72.12794913084818, 1.7461498046536394, 0.10826709760618633, 49, 23.655960390177867, 86.33333333333333, 'Low Risk'),
(196963, 64, 15, '11:46.2', 36.128888875936525, 95.05126711758928, 134, 80, 38, 'Female', 54.969698740862434, 1.7067012922158327, 0.10025118636128354, 54, 18.871582596618026, 98, 'Low Risk'),
(196964, 92, 12, '10:46.2', 36.792075504819074, 99.75788127, 122, 81, 25, 'Female', 57.402042112028674, 1.6990261569821934, 0.061709675, 41, 19.885074066244176, 94.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(196965, 62, 14, '09:46.2', 36.86439808858407, 98.88229967311868, 115, 89, 47, 'Male', 96.91699816588138, 1.6928544267444279, 0.11516010811866612, 26, 33.81899730499719, 97.66666666666667, 'High Risk'),
(196966, 81, 14, '08:46.2', 36.18234301959594, 95.80549449339937, 115, 70, 32, 'Female', 54.676093235977035, 1.8212609459220854, 0.06821383, 45, 16.483640171539957, 85, 'High Risk'),
(196967, 85, 18, '07:46.2', 37.46829845, 98.92044073695219, 135, 76, 87, 'Male', 80.76235591701501, 1.711524197217361, 0.063954326, 59, 27.57038890521639, 95.66666666666666, 'Low Risk'),
(196968, 81, 15, '06:46.2', 36.19297432310453, 95.56884441471207, 114, 72, 60, 'Male', 76.08545893763846, 1.8863575843187248, 0.1113305807230677, 42, 21.38226065990866, 86, 'Low Risk'),
(196969, 97, 16, '05:46.2', 36.863393666024805, 99.96364478483503, 110, 77, 71, 'Female', 78.25475302427694, 1.7891362220526177, 0.14663810511652797, 33, 24.44690632783333, 88, 'High Risk'),
(196970, 90, 16, '04:46.2', 36.32136568859667, 95.05855716876515, 124, 86, 52, 'Male', 88.12823713408383, 1.6822367829590035, 0.13942656941277015, 38, 31.14159362732434, 98.66666666666667, 'High Risk'),
(196971, 78, 17, '03:46.2', 37.414973761779024, 95.26618132586798, 110, 70, 27, 'Male', 75.22148330006397, 1.703085392222047, 0.067137993, 40, 25.93397245549661, 83.33333333333333, 'Low Risk'),
(196972, 96, 15, '02:46.2', 36.21809618695519, 98.01893945372424, 121, 83, 74, 'Female', 92.96667905092383, 1.8274069125354495, 0.11698956071498721, 38, 27.83920253819066, 95.66666666666667, 'High Risk'),
(196973, 94, 13, '01:46.2', 36.90489888260557, 97.51822852, 120, 71, 38, 'Male', 60.551057390568666, 1.8033800906739965, 0.062714231, 49, 18.618607216827403, 87.33333333333333, 'High Risk'),
(196974, 70, 18, '00:46.2', 36.14501699, 99.82151550305207, 121, 89, 53, 'Male', 58.85547519612081, 1.7144048142360901, 0.12880539717706935, 32, 20.024427820051482, 99.66666666666667, 'Low Risk'),
(196975, 61, 18, '59:46.2', 37.27457715949389, 98.04750238362567, 128, 83, 38, 'Male', 86.97210023159366, 1.8477237860268738, 0.11277752342412617, 45, 25.47451113680032, 98, 'Low Risk'),
(196976, 67, 16, '58:46.2', 36.54349137426837, 95.18332210412072, 128, 79, 74, 'Male', 55.929849938222404, 1.6469583472799552, 0.13594435293735635, 49, 20.619513900996232, 95.33333333333333, 'Low Risk'),
(196977, 84, 16, '57:46.2', 37.258269692649726, 99.93220899223644, 116, 85, 18, 'Female', 52.68281724385043, 1.8095523608001534, 0.10107914402550933, 31, 16.088912231179656, 95.33333333333333, 'High Risk'),
(196978, 67, 19, '56:46.2', 36.53394443704067, 99.0220483, 125, 71, 87, 'Male', 81.94296447197313, 1.6186075686586014, 0.092551991, 54, 31.277248297900698, 89, 'High Risk'),
(196979, 92, 18, '55:46.2', 36.95702558929264, 98.15520369771973, 118, 81, 56, 'Male', 74.04311045662192, 1.862067425740179, 0.076860822, 37, 21.354718408385434, 93.33333333333333, 'High Risk'),
(196980, 73, 13, '54:46.2', 36.05131247662939, 99.61178980428772, 126, 70, 48, 'Male', 79.46228008397856, 1.5098772282709658, 0.057400002439480784, 56, 34.85601646659889, 88.66666666666666, 'High Risk'),
(196981, 79, 17, '53:46.2', 36.50155798136817, 99.03259005033813, 120, 88, 35, 'Female', 73.26274918548694, 1.8978656369548321, 0.099772536, 32, 20.340062665639657, 98.66666666666667, 'Low Risk'),
(196982, 87, 13, '52:46.2', 36.56151168734754, 99.29554837208062, 112, 84, 86, 'Female', 55.300679122459215, 1.6702887643279127, 0.12728861664943117, 28, 19.821994225048908, 93.33333333333333, 'Low Risk'),
(196983, 76, 17, '51:46.2', 37.16640005726216, 96.87543493082023, 129, 75, 84, 'Male', 88.81089794232027, 1.9334341179473942, 0.12528429378934725, 54, 23.75787019091294, 93, 'Low Risk'),
(196984, 75, 18, '50:46.2', 36.436836276634736, 98.91087045244377, 129, 72, 59, 'Male', 92.85570055325431, 1.6829622427705115, 0.051393154, 57, 32.78384030163509, 91, 'High Risk'),
(196985, 72, 12, '49:46.2', 36.30521030162691, 99.48207614995236, 110, 86, 63, 'Male', 67.06293642074019, 1.7941282051790148, 0.066599896, 24, 20.83414191527164, 94, 'Low Risk'),
(196986, 64, 13, '48:46.2', 36.11225154145406, 96.9909158, 134, 83, 48, 'Female', 65.84792793605867, 1.5830075465700881, 0.062154071, 51, 26.277021892178627, 100, 'Low Risk'),
(196987, 81, 19, '47:46.2', 36.387790216159594, 96.42468352073394, 131, 80, 62, 'Female', 71.10067182880113, 1.5904610093847547, 0.10363317727652863, 51, 28.107851535942924, 97, 'Low Risk'),
(196988, 84, 17, '46:46.2', 36.196597583579916, 95.58965842929312, 114, 82, 62, 'Female', 97.72442182, 1.9750380482762988, 0.10868528655871415, 32, 25.052563785183068, 92.66666666666667, 'Low Risk'),
(196989, 90, 13, '45:46.2', 36.75655335907063, 96.92481329, 112, 76, 33, 'Female', 62.33754787462505, 1.979156880958216, 0.069476154, 36, 15.91436350000177, 88, 'High Risk'),
(196990, 96, 19, '44:46.2', 36.045812807387776, 95.68172553886596, 112, 72, 86, 'Male', 51.21187701295797, 1.8556810544503597, 0.056994272, 40, 14.871816774600324, 85.33333333333333, 'High Risk'),
(196991, 90, 18, '43:46.2', 36.819321354521804, 96.42907484378169, 124, 86, 73, 'Male', 74.63182222831841, 1.9161837422648158, 0.06724575, 38, 20.325898071281642, 98.66666666666667, 'Low Risk'),
(196992, 87, 15, '42:46.2', 37.081608469593995, 95.14196026923312, 128, 85, 19, 'Male', 60.550068028124386, 1.6232388223808567, 0.052628520899511824, 43, 22.97998777962174, 99.33333333333333, 'Low Risk'),
(196993, 66, 17, '41:46.2', 36.15806990709386, 95.25714257624985, 119, 73, 40, 'Male', 74.12325824320268, 1.8542791828307024, 0.10557661853691122, 46, 21.55779094023879, 88.33333333333333, 'Low Risk'),
(196994, 61, 12, '40:46.2', 37.13364303203201, 97.56878013836385, 135, 77, 47, 'Female', 99.32649675307125, 1.746807992845988, 0.14706498625315484, 58, 32.55178266674821, 96.33333333333333, 'High Risk'),
(196995, 87, 17, '39:46.2', 36.38202390757209, 99.43099190725755, 138, 77, 52, 'Male', 55.13164768832719, 1.9091558886832005, 0.096403783, 61, 15.12579428020177, 97.33333333333333, 'High Risk'),
(196996, 92, 16, '38:46.2', 36.49324528927048, 97.48530587736911, 115, 79, 71, 'Female', 70.45130462, 1.758940940186706, 0.1179897625411377, 36, 22.77123183798393, 91, 'High Risk'),
(196997, 76, 13, '37:46.2', 36.79779832130983, 96.74615312802135, 131, 79, 84, 'Male', 54.201371268618466, 1.759417195558457, 0.095610117, 52, 17.509454245239674, 96.33333333333333, 'High Risk'),
(196998, 81, 13, '36:46.2', 36.48363756538394, 98.06656514237204, 122, 85, 50, 'Female', 58.967132541359376, 1.8066789264961545, 0.084799994, 37, 18.06541953241095, 97.33333333333333, 'High Risk'),
(196999, 89, 14, '35:46.2', 36.113432329671134, 95.20802465782575, 118, 74, 44, 'Male', 86.15779727, 1.6683328531232522, 0.11487390916764963, 44, 30.954884149360158, 88.66666666666667, 'High Risk'),
(197000, 69, 13, '34:46.2', 37.02991886094043, 99.93381997363181, 112, 85, 67, 'Female', 64.09919129830152, 1.7056548951305328, 0.071055505, 27, 22.032826792840762, 94, 'Low Risk'),
(197001, 74, 16, '33:46.2', 36.52825208839283, 98.05666817, 118, 84, 50, 'Female', 72.34580635, 1.6893107623416612, 0.051725929, 34, 25.350951464793546, 95.33333333333333, 'Low Risk'),
(197002, 72, 18, '32:46.2', 36.731874334243315, 98.48112389082685, 123, 87, 21, 'Female', 63.97189429889898, 1.7657827866564726, 0.12334130451122059, 36, 20.517037546825353, 99, 'Low Risk'),
(197003, 92, 17, '31:46.2', 36.14620667440476, 96.19144979630619, 119, 88, 35, 'Male', 61.01885031601532, 1.6403545911570145, 0.1424386239525126, 31, 22.67715370207895, 98.33333333333333, 'High Risk'),
(197004, 79, 17, '30:46.2', 36.20769340003368, 99.9302735, 111, 77, 60, 'Female', 80.20098371, 1.6708634108106173, 0.050505862, 34, 28.72749763695969, 88.33333333333333, 'Low Risk'),
(197005, 74, 15, '29:46.2', 36.32150280101942, 95.56557593972174, 110, 72, 75, 'Female', 85.87152512762623, 1.752820352525834, 0.060238633035810035, 38, 27.949520507307803, 84.66666666666667, 'Low Risk'),
(197006, 64, 14, '28:46.2', 36.81231012167164, 95.92920667, 112, 72, 85, 'Female', 66.86573669557946, 1.9349598143757367, 0.14411847645530282, 40, 17.859106780666764, 85.33333333333333, 'High Risk'),
(197007, 89, 14, '27:46.2', 36.208095557425416, 99.68843171028817, 137, 81, 25, 'Male', 71.13831966, 1.9211714651130747, 0.10485226085805915, 56, 19.27397749774369, 99.66666666666666, 'Low Risk'),
(197008, 77, 12, '26:46.2', 37.01671126292852, 96.33343272464535, 127, 73, 64, 'Male', 70.97314929547395, 1.9174177275725817, 0.1306319833956323, 54, 19.30459078394942, 91, 'Low Risk'),
(197009, 92, 13, '25:46.2', 36.543918167889565, 96.95581985524339, 122, 83, 53, 'Male', 65.40751437983674, 1.8878197421088854, 0.054279963, 39, 18.35298029964548, 96, 'High Risk'),
(197010, 68, 19, '24:46.2', 36.03755431650364, 97.32275806785856, 128, 85, 25, 'Male', 96.99188591, 1.9758023916381255, 0.054206651, 43, 24.845537137519763, 99.33333333333333, 'Low Risk'),
(197011, 77, 17, '23:46.2', 36.48519857980984, 95.33528034889078, 129, 86, 43, 'Female', 59.62119756058403, 1.5280677543450198, 0.1392471325852968, 43, 25.53380119273799, 100.33333333333333, 'Low Risk'),
(197012, 68, 15, '22:46.2', 36.26884880020678, 96.02585413889442, 134, 87, 54, 'Female', 84.72026785221567, 1.8811410141683096, 0.11285446989600392, 47, 23.941128377153383, 102.66666666666667, 'Low Risk'),
(197013, 68, 14, '21:46.2', 37.27569111741882, 96.67177101216545, 118, 80, 59, 'Male', 95.63837784303027, 1.7561460932532862, 0.10024841759496478, 38, 31.010653435027688, 92.66666666666667, 'High Risk'),
(197014, 73, 14, '20:46.2', 36.69509266197441, 96.66343158869095, 122, 87, 67, 'Female', 95.80859895, 1.9692211887887443, 0.065826924, 35, 24.706742509041945, 98.66666666666667, 'Low Risk'),
(197015, 80, 19, '19:46.2', 37.36380619, 99.44825027, 110, 72, 65, 'Male', 69.38934974343462, 1.6447361843568897, 0.10217957281645729, 38, 25.650765099599724, 84.66666666666667, 'Low Risk'),
(197016, 69, 15, '18:46.2', 36.94039957803116, 98.85463600276644, 135, 78, 89, 'Male', 62.754730460802904, 1.8975179519458665, 0.12720017585271226, 57, 17.429088771223608, 97, 'High Risk'),
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(197020, 78, 14, '14:46.2', 36.557677067036835, 99.32251026930206, 116, 73, 36, 'Female', 83.14822674, 1.7700109499715861, 0.1172761545421145, 43, 26.54001020558024, 87.33333333333333, 'Low Risk'),
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(197025, 85, 18, '09:46.2', 36.52783315550948, 95.54366718447446, 111, 75, 69, 'Female', 59.37211770592434, 1.6812844911040534, 0.11330510368500216, 36, 21.003908903242202, 87, 'Low Risk'),
(197026, 98, 12, '08:46.2', 36.05903432273142, 97.30814180186687, 119, 85, 42, 'Female', 71.21393867, 1.7957113325953677, 0.13736704492553842, 34, 22.084723144220487, 96.33333333333333, 'High Risk'),
(197027, 93, 19, '07:46.2', 36.60314195213041, 98.05107405292742, 121, 77, 37, 'Female', 58.67254929450394, 1.6067515925439553, 0.078403664, 44, 22.726757630611957, 91.66666666666667, 'High Risk'),
(197028, 97, 16, '06:46.2', 36.60176755566353, 97.22601982050153, 117, 75, 47, 'Male', 56.80506961046732, 1.698701702748746, 0.13893238929549684, 42, 19.685790191480113, 89, 'High Risk'),
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(197031, 91, 19, '03:46.2', 37.07501943516636, 95.93077187950509, 131, 76, 64, 'Female', 82.86079586637864, 1.520573830493152, 0.10084323478491707, 55, 35.83720050700998, 94.33333333333333, 'High Risk'),
(197032, 68, 19, '02:46.2', 36.39227055, 99.41205767432957, 119, 86, 34, 'Male', 95.62729452227006, 1.5310018986222713, 0.10628951269563519, 33, 40.797204963841665, 97, 'High Risk'),
(197033, 65, 16, '01:46.2', 37.47615047099949, 99.86634945909415, 128, 76, 29, 'Male', 60.018226194461754, 1.84604034, 0.063694775, 52, 17.611679828448644, 93.33333333333333, 'High Risk'),
(197034, 96, 12, '00:46.2', 36.124258207421974, 98.68306309886304, 136, 73, 29, 'Male', 65.05479611, 1.580973581407696, 0.092809361, 63, 26.027358524354696, 94, 'High Risk'),
(197035, 98, 14, '59:46.2', 36.38290635293558, 96.47333262871997, 123, 88, 31, 'Male', 50.389683104928416, 1.5537444564117464, 0.13724238549807022, 35, 20.872883197959666, 99.66666666666667, 'High Risk'),
(197036, 82, 15, '58:46.2', 36.23578187422403, 97.02731568779402, 110, 85, 28, 'Female', 72.95277515532605, 1.6252948504507738, 0.059203317, 25, 27.617063504894098, 93.33333333333333, 'Low Risk'),
(197037, 71, 15, '57:46.2', 36.272012857664365, 96.92299544029511, 111, 84, 71, 'Female', 60.39772267866094, 1.5748917697746339, 0.1308543786593632, 27, 24.351130988303623, 93, 'Low Risk'),
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(197039, 76, 13, '55:46.2', 36.00119251, 96.31543336121942, 132, 85, 43, 'Male', 63.327450235857626, 1.8948273203398518, 0.10262367135862216, 47, 17.638137605098994, 100.66666666666667, 'High Risk'),
(197040, 87, 18, '54:46.2', 37.206707894315194, 96.40398531, 127, 70, 21, 'Male', 64.05334199635254, 1.9126104902480774, 0.097504976, 57, 17.51010406, 89, 'High Risk'),
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(197044, 96, 14, '50:46.2', 36.68482145626504, 99.20490462, 113, 82, 27, 'Female', 64.39032736, 1.8385824019927184, 0.1421920444324662, 31, 19.048221611929808, 92.33333333333333, 'High Risk'),
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(197064, 64, 13, '30:46.2', 36.29041346, 98.13542207035756, 113, 86, 59, 'Male', 91.14338316, 1.9180564509932565, 0.13651146118952426, 27, 24.774356078444953, 95, 'Low Risk'),
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(197066, 73, 15, '28:46.2', 36.55866554861326, 95.52083336, 118, 84, 69, 'Female', 69.51552640569514, 1.6793091206258932, 0.056214583, 34, 24.650204261353455, 95.33333333333333, 'Low Risk'),
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(197072, 61, 18, '22:46.2', 36.09901461737058, 98.20133095202556, 119, 83, 89, 'Male', 76.41143914338217, 1.8561229999157483, 0.063634021, 36, 22.17914881, 95, 'Low Risk'),
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(197078, 93, 12, '16:46.2', 36.16673111290707, 97.69182220224789, 127, 82, 40, 'Female', 91.79293126028836, 1.9509428962200528, 0.096218974, 45, 24.116824493042774, 97, 'High Risk'),
(197079, 61, 19, '15:46.2', 37.24351722312329, 95.10914742940982, 120, 79, 86, 'Male', 60.37325938492347, 1.778170647574288, 0.073510405, 41, 19.09403651575917, 92.66666666666667, 'Low Risk'),
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(197081, 60, 17, '13:46.2', 37.11558278953747, 97.28158145325222, 123, 72, 33, 'Female', 64.76539083206261, 1.5718969148955324, 0.051955978, 51, 26.21168061459552, 89, 'Low Risk'),
(197082, 93, 16, '12:46.2', 37.39773660806846, 96.81969828948648, 122, 76, 36, 'Female', 51.35091100052339, 1.8750602805707164, 0.060392062849662025, 46, 14.605542210382309, 91.33333333333333, 'High Risk'),
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(197087, 85, 14, '07:46.2', 37.03554133488882, 95.43533281998323, 119, 87, 32, 'Male', 62.390553138288155, 1.7467761534340083, 0.090448176, 32, 20.447693523104117, 97.66666666666667, 'Low Risk'),
(197088, 83, 15, '06:46.2', 36.78384242992272, 97.68211147323929, 114, 74, 45, 'Female', 82.22232674319616, 1.8047774528572802, 0.13441596073213188, 40, 25.243086123288656, 87.33333333333333, 'Low Risk'),
(197089, 85, 19, '05:46.2', 37.41010404706987, 97.16357824, 138, 74, 42, 'Female', 78.50805674275708, 1.8141712046181397, 0.074562545, 64, 23.853806337936394, 95.33333333333333, 'Low Risk'),
(197090, 78, 13, '04:46.2', 36.21176612999542, 97.93460284200636, 111, 74, 35, 'Female', 88.14477190565546, 1.7468127373834803, 0.13698334173467294, 37, 28.887094235568124, 86.33333333333333, 'Low Risk'),
(197091, 88, 17, '03:46.2', 36.82128664, 95.64753448449873, 134, 82, 35, 'Female', 82.32290285117557, 1.6706911166237142, 0.095051707, 52, 29.493638254451643, 99.33333333333333, 'Low Risk'),
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(197093, 96, 15, '01:46.2', 36.74441365222312, 95.96215469826657, 124, 75, 37, 'Female', 87.43491235000154, 1.5421019765449278, 0.096831362, 49, 36.767042016087586, 91.33333333333333, 'High Risk'),
(197094, 92, 16, '00:46.2', 36.18420825110534, 97.37957717925664, 133, 78, 58, 'Male', 84.48205233217419, 1.8445879424448286, 0.10315982807691632, 55, 24.829371401896672, 96.33333333333333, 'High Risk'),
(197095, 67, 14, '59:46.2', 36.91144875486363, 99.54315788539215, 129, 81, 56, 'Male', 60.63957963730093, 1.8143434515946026, 0.13479549069986996, 48, 18.421168659848526, 97, 'High Risk'),
(197096, 64, 13, '58:46.2', 37.11220473347053, 95.87349082669056, 129, 71, 41, 'Female', 96.75310498494049, 1.7795799185913226, 0.073584609, 58, 30.55131574, 90.33333333333333, 'High Risk'),
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(197098, 83, 12, '56:46.2', 36.768056423707634, 99.28922365794988, 135, 75, 79, 'Male', 69.82292414973031, 1.6648906222470081, 0.14576573521911756, 60, 25.189910168508238, 95, 'Low Risk'),
(197099, 77, 19, '55:46.2', 36.99203829086725, 96.89574700724528, 135, 86, 70, 'Male', 59.55813558106807, 1.9889866205435982, 0.14592500940997088, 49, 15.054882510311149, 102.33333333333333, 'High Risk'),
(197100, 77, 16, '54:46.2', 36.845789925472445, 98.99036035836608, 128, 86, 18, 'Male', 66.82300794668146, 1.8572764300305102, 0.058105007432330505, 42, 19.371931571898283, 100, 'Low Risk'),
(197101, 79, 12, '53:46.2', 36.53705132427385, 96.24527436984027, 129, 76, 36, 'Male', 63.85327119810172, 1.6573127968135775, 0.13405745016191084, 53, 23.24738904324261, 93.66666666666666, 'Low Risk'),
(197102, 72, 15, '52:46.2', 36.79030625, 98.81616625579967, 112, 83, 85, 'Female', 68.95464597688125, 1.5608425818140224, 0.069889585, 29, 28.30383760288663, 92.66666666666667, 'Low Risk'),
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(197192, 85, 14, '22:46.2', 37.49097733766861, 97.42871574, 120, 73, 66, 'Male', 78.07614330975936, 1.8527446821593772, 0.070593342, 47, 22.745066019054597, 88.66666666666667, 'Low Risk'),
(197193, 88, 12, '21:46.2', 37.3174284, 97.76762718267622, 121, 74, 71, 'Male', 85.92847908, 1.7685469892995256, 0.12081959818812353, 47, 27.472862871652776, 89.66666666666667, 'Low Risk'),
(197194, 68, 13, '20:46.2', 37.14399629930815, 97.82897566373417, 113, 72, 77, 'Male', 66.29665257301201, 1.8483415041495088, 0.12281487686282766, 41, 19.405604212658982, 85.66666666666667, 'Low Risk'),
(197195, 71, 18, '19:46.2', 37.41322976039162, 99.36320205, 137, 73, 61, 'Male', 82.04157096076366, 1.8303425429089046, 0.096573359, 64, 24.488896707867447, 94.33333333333333, 'Low Risk'),
(197196, 87, 16, '18:46.2', 36.08077870474244, 96.62806597053478, 119, 81, 86, 'Female', 86.50209731342879, 1.5811685228532315, 0.10680577649719464, 38, 34.599539399030974, 93.66666666666667, 'High Risk'),
(197197, 78, 12, '17:46.2', 36.610899894718365, 99.68886594424055, 139, 79, 46, 'Male', 51.07837531303928, 1.641146252086359, 0.09266923, 60, 18.96454835418256, 99, 'Low Risk'),
(197198, 86, 17, '16:46.2', 36.08794570127428, 98.93974062892241, 126, 82, 20, 'Male', 96.51181941898811, 1.5333387397703868, 0.14789814570228493, 44, 41.04916113, 96.66666666666667, 'High Risk'),
(197199, 92, 12, '15:46.2', 36.47692135896401, 98.77197332754248, 132, 80, 53, 'Female', 81.21896872778441, 1.638134685, 0.067123139, 52, 30.26622517030904, 97.33333333333333, 'High Risk'),
(197200, 64, 16, '14:46.2', 36.75649611219064, 96.07771881255128, 135, 81, 73, 'Male', 99.15900667055162, 1.9265063276330816, 0.10766341858960768, 54, 26.71722131270839, 99, 'Low Risk'),
(197201, 93, 18, '13:46.2', 36.41839188169611, 97.23248438964627, 111, 73, 38, 'Female', 79.47800188398222, 1.5184559067456318, 0.093041368, 38, 34.47010208532921, 85.66666666666667, 'High Risk'),
(197202, 98, 16, '12:46.2', 36.86273643131455, 95.12583556, 126, 76, 26, 'Male', 91.94452991751399, 1.5178771590606919, 0.13830627893301406, 50, 39.907327510035856, 92.66666666666666, 'High Risk'),
(197203, 71, 19, '11:46.2', 36.40302814, 96.2240245, 112, 79, 31, 'Male', 53.80245977929995, 1.921050670774155, 0.086835455, 33, 14.578891071186073, 90, 'High Risk'),
(197204, 96, 14, '10:46.2', 37.22989185774502, 96.44664777832858, 115, 71, 31, 'Male', 57.950817536416444, 1.9212560936756673, 0.09771537, 44, 15.699616764049722, 85.66666666666667, 'High Risk'),
(197205, 93, 18, '09:46.2', 36.40275001078501, 96.06989955620784, 133, 88, 77, 'Male', 56.990751108196044, 1.6577257597675998, 0.051781077, 45, 20.738579628798952, 103, 'High Risk'),
(197206, 61, 19, '08:46.2', 36.69566325, 98.38419478003277, 124, 86, 64, 'Male', 67.10681144886573, 1.6935181879225891, 0.088106574, 38, 23.39843838869821, 98.66666666666667, 'Low Risk'),
(197207, 81, 19, '07:46.2', 37.03605574765732, 99.40542721374591, 135, 80, 73, 'Female', 55.83515310854794, 1.6504215248555392, 0.10992848247286557, 55, 20.498305112032924, 98.33333333333333, 'Low Risk'),
(197208, 64, 16, '06:46.2', 36.13687765551236, 99.24544964944398, 133, 70, 82, 'Male', 88.56359836835202, 1.7118718386671716, 0.08139904, 63, 30.221273318152004, 91, 'High Risk'),
(197209, 77, 17, '05:46.2', 37.47353808812945, 99.36931398275462, 128, 75, 46, 'Male', 83.71496422984956, 1.7181300673762896, 0.092842083, 53, 28.359007002344434, 92.66666666666666, 'Low Risk'),
(197210, 80, 16, '04:46.2', 37.26037866603133, 95.52795650159403, 126, 74, 37, 'Female', 55.89463601537552, 1.5298929698562291, 0.10053728701108386, 52, 23.880753975409718, 91.33333333333333, 'Low Risk'),
(197211, 97, 18, '03:46.2', 36.514011382319204, 95.59814882857823, 130, 70, 42, 'Male', 60.42292068161174, 1.7837983306126712, 0.1052749702915706, 60, 18.98935475, 90, 'High Risk'),
(197212, 67, 13, '02:46.2', 36.57907412939385, 99.00556065586198, 113, 73, 69, 'Male', 88.70703221, 1.9517466736763232, 0.10124181086996331, 40, 23.286871887668262, 86.33333333333333, 'Low Risk'),
(197213, 87, 16, '01:46.2', 37.283534809288184, 98.06797972, 137, 85, 75, 'Male', 64.15743579226537, 1.8008196005392612, 0.12925126641938084, 52, 19.783657282855657, 102.33333333333333, 'Low Risk'),
(197214, 72, 12, '00:46.2', 37.050045693757774, 97.80860862154829, 116, 71, 34, 'Female', 66.96606116400403, 1.6322583437222158, 0.057618216, 45, 25.13488836035576, 86, 'Low Risk'),
(197215, 74, 15, '59:46.2', 36.41493560538573, 98.95518971, 117, 82, 62, 'Female', 64.63236892360487, 1.5308048719580802, 0.10233089213799329, 35, 27.581025043180567, 93.66666666666667, 'Low Risk'),
(197216, 92, 19, '58:46.2', 37.12324060594944, 95.32175175646198, 122, 80, 42, 'Female', 50.122945951769196, 1.5744370457033798, 0.062907284, 42, 20.220225221880415, 94, 'High Risk'),
(197217, 94, 13, '57:46.2', 36.76705585073108, 97.49511633181638, 128, 89, 53, 'Male', 60.132174402972225, 1.9282711200287075, 0.1271072949592288, 39, 16.172259997253757, 102, 'High Risk'),
(197218, 80, 15, '56:46.2', 36.96173352119795, 99.44088074714482, 121, 80, 72, 'Male', 66.11258679555885, 1.7680014984810097, 0.10711040705586564, 41, 21.15041497132033, 93.66666666666667, 'Low Risk'),
(197219, 87, 16, '55:46.2', 36.326358788148745, 98.88630969168567, 138, 77, 82, 'Female', 72.59074236249593, 1.8443201163073681, 0.1409156908173551, 61, 21.340698561228283, 97.33333333333333, 'Low Risk'),
(197220, 67, 14, '54:46.2', 37.28397248369039, 99.37286118, 123, 85, 69, 'Female', 84.66458423377935, 1.5985567975844168, 0.11774009860829278, 38, 33.13184621063211, 97.66666666666667, 'High Risk'),
(197221, 84, 18, '53:46.2', 37.324353830509494, 97.56997405012538, 115, 75, 45, 'Female', 58.15717843, 1.6734020324235621, 0.078896971, 40, 20.768385848522065, 88.33333333333333, 'Low Risk'),
(197222, 86, 12, '52:46.2', 37.20929597, 99.21607257981344, 133, 80, 30, 'Female', 78.15446909782014, 1.970959594927965, 0.052263058, 53, 20.11862866347619, 97.66666666666666, 'Low Risk'),
(197223, 69, 16, '51:46.2', 37.17238336151277, 99.20385924350224, 135, 75, 59, 'Female', 68.21573363195101, 1.9099875291708004, 0.11348222390910992, 60, 18.699219986594997, 95, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(197224, 77, 19, '50:46.2', 36.90310176, 97.83281480698012, 124, 75, 82, 'Female', 66.94520707, 1.8592958753218682, 0.05940614, 49, 19.365221888277194, 91.33333333333333, 'Low Risk'),
(197225, 81, 16, '49:46.2', 37.024631919032544, 99.81812424299805, 111, 80, 83, 'Female', 55.24139921610535, 1.7391462098947579, 0.092138701, 31, 18.26385628278382, 90.33333333333333, 'High Risk'),
(197226, 82, 18, '48:46.2', 36.85335377816161, 97.61588076926856, 132, 85, 66, 'Male', 84.19681594, 1.5130141308767402, 0.10091712622453913, 47, 36.77982850134761, 100.66666666666667, 'High Risk'),
(197227, 65, 18, '47:46.2', 36.095477502580955, 97.23081886308837, 111, 82, 62, 'Female', 76.17927853151328, 1.7013376707645809, 0.11289803710035051, 29, 26.31817793918205, 91.66666666666667, 'Low Risk'),
(197228, 83, 16, '46:46.2', 36.29680837352378, 97.32734148050743, 117, 73, 43, 'Female', 75.74585859720388, 1.718644518093332, 0.13088683425234365, 44, 25.64405965491671, 87.66666666666667, 'Low Risk'),
(197229, 63, 13, '45:46.2', 36.92277185442222, 98.88721152338901, 111, 82, 74, 'Female', 50.35082780851881, 1.5342216128684136, 0.087933403, 29, 21.390967221137426, 91.66666666666667, 'Low Risk'),
(197230, 89, 13, '44:46.2', 36.26913324306905, 95.82118664647017, 131, 87, 37, 'Male', 77.46927707673865, 1.6968813398424234, 0.1420356015267032, 44, 26.904600984698824, 101.66666666666667, 'Low Risk'),
(197231, 96, 19, '43:46.2', 36.41488401236064, 95.25082273381409, 119, 83, 31, 'Female', 63.52610227586597, 1.5012722925612965, 0.054473744330767675, 36, 28.185988524359985, 95, 'High Risk'),
(197232, 96, 17, '42:46.2', 37.31177781747825, 97.26566608867171, 111, 84, 67, 'Female', 79.02586391441136, 1.6886149295131023, 0.1255592315449517, 27, 27.71456094789295, 93, 'High Risk'),
(197233, 96, 18, '41:46.2', 36.71429904101261, 98.51270984335343, 132, 88, 45, 'Female', 59.628927471079564, 1.9356512220344735, 0.10842077709817399, 44, 15.914858650079205, 102.66666666666667, 'High Risk'),
(197234, 67, 17, '40:46.2', 36.540480767432136, 98.82642623607153, 132, 87, 39, 'Female', 59.36683991825003, 1.6261437180122402, 0.1304562290503208, 45, 22.450503253906298, 102, 'Low Risk'),
(197235, 61, 16, '39:46.2', 36.16380075065509, 98.21413609, 112, 88, 50, 'Female', 95.18755764331965, 1.7276794118778338, 0.10995180719092307, 24, 31.88995216303878, 96, 'High Risk'),
(197236, 83, 13, '38:46.2', 36.05810732307473, 97.03550502375003, 119, 89, 32, 'Female', 68.31953173, 1.8809012950377864, 0.14999011809210505, 30, 19.31136044618549, 99, 'Low Risk'),
(197237, 77, 12, '37:46.2', 36.79933057040488, 99.52896812408297, 120, 77, 24, 'Female', 86.28451905, 1.5318695959416506, 0.051986408, 43, 36.76963253134129, 91.33333333333333, 'High Risk'),
(197238, 79, 18, '36:46.2', 37.14275500270442, 98.79079195682993, 137, 89, 89, 'Female', 85.30123179321025, 1.6005131040141651, 0.052344478669140805, 48, 33.29943265393459, 105, 'High Risk'),
(197239, 81, 12, '35:46.2', 36.80505909843184, 98.14526298, 129, 72, 28, 'Female', 55.723638747188005, 1.7230793777378106, 0.069921132, 57, 18.768471215227244, 91, 'Low Risk'),
(197240, 96, 16, '34:46.2', 36.867189703468554, 95.33591112961524, 115, 70, 48, 'Female', 89.95335688072961, 1.9135401504929264, 0.11719511511922119, 45, 24.566439469115444, 85, 'High Risk'),
(197241, 91, 15, '33:46.2', 36.99587880718465, 98.16538665, 135, 72, 88, 'Female', 95.31476837313062, 1.9508826270087232, 0.11633734855062815, 63, 25.04366664528483, 93, 'High Risk'),
(197242, 75, 16, '32:46.2', 36.317709547114696, 99.91341118, 110, 73, 34, 'Male', 67.37680822572776, 1.5423285052356739, 0.098956408, 37, 28.32413549033631, 85.33333333333333, 'Low Risk'),
(197243, 87, 19, '31:46.2', 37.04474978559175, 98.54583293813283, 110, 87, 70, 'Female', 96.69332477342626, 1.784024337879093, 0.077868301, 23, 30.380501878619896, 94.66666666666667, 'High Risk'),
(197244, 96, 13, '30:46.2', 36.85531127607855, 95.00390583915681, 134, 77, 33, 'Female', 57.02028355661056, 1.8795184478508937, 0.075867785, 57, 16.14121369326702, 96, 'High Risk'),
(197245, 62, 16, '29:46.2', 36.80129025857685, 97.89900700121177, 121, 86, 64, 'Male', 51.62733078905837, 1.7226998902562696, 0.12722931423040662, 35, 17.396441454353248, 97.66666666666667, 'High Risk'),
(197246, 72, 18, '28:46.2', 37.438520092477994, 96.45291681445681, 136, 87, 24, 'Male', 84.50202986244109, 1.817316966367107, 0.099362871, 49, 25.586199342267655, 103.33333333333333, 'Low Risk'),
(197247, 73, 18, '27:46.2', 36.46056548051089, 99.64433479901999, 124, 75, 39, 'Female', 57.59813285960868, 1.5031972198912953, 0.12071188916423664, 49, 25.49038984312555, 91.33333333333333, 'Low Risk'),
(197248, 95, 16, '26:46.2', 37.312758327362715, 95.79527857654254, 137, 85, 33, 'Male', 75.13669066, 1.9762280633108606, 0.13361353663644499, 52, 19.238798173162646, 102.33333333333333, 'High Risk'),
(197249, 80, 14, '25:46.2', 36.85285958627549, 96.03261163, 124, 79, 85, 'Male', 66.71166216482712, 1.7454763592810965, 0.056902464, 45, 21.896455520918533, 94, 'Low Risk'),
(197250, 62, 15, '24:46.2', 37.362243403466216, 97.70216903153265, 113, 81, 21, 'Female', 52.56261961594008, 1.6291193980766225, 0.085603304, 32, 19.804832407592794, 91.66666666666667, 'Low Risk'),
(197251, 60, 13, '23:46.2', 36.83590032521614, 96.18041948507978, 113, 74, 62, 'Male', 66.74579255223888, 1.782497157113849, 0.12091105484032812, 39, 21.00710482558847, 87, 'Low Risk'),
(197252, 86, 12, '22:46.2', 36.053004848961855, 96.55720854148232, 135, 86, 70, 'Female', 50.21535207482189, 1.6183414383731103, 0.055072348, 49, 19.173270651425987, 102.33333333333333, 'Low Risk'),
(197253, 86, 12, '21:46.2', 36.95008032773091, 99.65425280455959, 122, 75, 80, 'Female', 99.61218880759586, 1.520141323215142, 0.095847523, 47, 43.10667778081385, 90.66666666666667, 'High Risk'),
(197254, 99, 19, '20:46.2', 36.71739288686411, 99.86182895204462, 110, 70, 69, 'Female', 68.24342675184764, 1.6167118729959316, 0.062103029, 40, 26.109320580976068, 83.33333333333333, 'High Risk'),
(197255, 70, 18, '19:46.2', 36.438191615578035, 98.28409441026375, 136, 83, 28, 'Female', 56.62445085924717, 1.6321386501542894, 0.14158546258611365, 53, 21.256409334505012, 100.66666666666666, 'Low Risk'),
(197256, 80, 15, '18:46.2', 36.11534533610286, 95.0695184, 110, 80, 22, 'Male', 75.25301445009278, 1.716025694106204, 0.10512201583662888, 30, 25.555026099993373, 90, 'Low Risk'),
(197257, 97, 16, '17:46.2', 36.11967513369224, 97.11051950073862, 122, 71, 48, 'Male', 55.78943971093837, 1.8996129320476631, 0.14453873879005819, 51, 15.460436982114567, 88, 'High Risk'),
(197258, 69, 19, '16:46.2', 37.154794356206054, 97.30067699148066, 138, 86, 31, 'Female', 66.70753892, 1.886921601009146, 0.10802223729686952, 52, 18.73558274741732, 103.33333333333333, 'Low Risk'),
(197259, 99, 15, '15:46.2', 37.47383478275938, 98.76942231553426, 117, 80, 26, 'Female', 83.25335552122462, 1.6193299935298717, 0.088393266, 37, 31.749071337606136, 92.33333333333333, 'High Risk'),
(197260, 66, 13, '14:46.2', 36.34915237981534, 99.87414745328807, 111, 80, 33, 'Female', 91.54119517681448, 1.5367903021097042, 0.056390495, 31, 38.76032017578471, 90.33333333333333, 'High Risk'),
(197261, 61, 12, '13:46.2', 37.162143126669704, 99.80757271136036, 123, 85, 66, 'Female', 78.90568690603595, 1.8711287455725476, 0.08149555, 38, 22.537252135303543, 97.66666666666667, 'Low Risk'),
(197262, 74, 12, '12:46.2', 37.41442266012742, 96.91226619050494, 126, 77, 19, 'Female', 50.37232077110377, 1.9427327806693908, 0.12427384610065666, 49, 13.346451840601906, 93.33333333333333, 'High Risk'),
(197263, 64, 12, '11:46.2', 36.878191999996424, 97.71741888292277, 118, 88, 62, 'Female', 91.51344532992317, 1.514514402566405, 0.095797175, 30, 39.89680249, 98, 'High Risk'),
(197264, 88, 18, '10:46.2', 36.85257794073379, 99.2260974, 138, 83, 61, 'Male', 93.27616721763013, 1.9066641608930701, 0.07031603, 55, 25.657969567433998, 101.33333333333333, 'Low Risk'),
(197265, 88, 18, '09:46.2', 36.68351752206594, 96.89768803027094, 114, 77, 67, 'Female', 58.24863182783661, 1.8898916131026897, 0.1305216698497109, 37, 16.30842172305968, 89.33333333333333, 'High Risk'),
(197266, 79, 13, '08:46.2', 36.16154206328222, 95.39246494597029, 124, 72, 89, 'Male', 91.03005459, 1.7370665912569505, 0.080572607, 52, 30.16837153049704, 89.33333333333333, 'High Risk'),
(197267, 81, 12, '07:46.2', 36.42846828468072, 98.00092306437786, 123, 75, 38, 'Male', 75.14788569, 1.8172467235550593, 0.064903244, 48, 22.755635942139907, 91, 'Low Risk'),
(197268, 94, 17, '06:46.2', 36.616651668409816, 95.29788563506445, 119, 75, 59, 'Female', 62.07697056523248, 1.6334778166380977, 0.12019864872885529, 44, 23.265052278796425, 89.66666666666667, 'High Risk'),
(197269, 86, 19, '05:46.2', 36.36571647753186, 95.59176653676549, 139, 85, 73, 'Male', 50.13430868583982, 1.6205186032666492, 0.050913261, 54, 19.090925755988433, 103, 'Low Risk'),
(197270, 83, 12, '04:46.2', 36.349747319718475, 98.30042756555382, 120, 78, 25, 'Male', 58.42911667672287, 1.8954001016900541, 0.082145092, 42, 16.264005840135024, 92, 'High Risk'),
(197271, 86, 12, '03:46.2', 36.61197014781622, 99.01758229512566, 127, 71, 73, 'Female', 73.83356438561951, 1.8709534742641907, 0.10595722488312874, 56, 21.09249035, 89.66666666666666, 'Low Risk'),
(197272, 95, 13, '02:46.2', 37.15243964478267, 96.13567103810453, 133, 81, 72, 'Female', 56.68115341502439, 1.7962189672538387, 0.14164837231578725, 52, 17.56791102135044, 98.33333333333333, 'High Risk'),
(197273, 67, 13, '01:46.2', 37.4535557, 95.20030803704907, 138, 73, 21, 'Female', 93.68910681394834, 1.501398236, 0.066000191, 65, 41.56208212034603, 94.66666666666666, 'High Risk'),
(197274, 62, 16, '00:46.2', 36.40962823, 97.86261420400805, 122, 88, 75, 'Female', 55.71872595715812, 1.654104750939426, 0.063123438, 34, 20.364566016192217, 99.33333333333333, 'Low Risk'),
(197275, 81, 19, '59:46.2', 36.60252088713324, 99.34321574778839, 134, 86, 83, 'Male', 53.37514770866459, 1.9703849434011649, 0.14738901440967495, 48, 13.747917885185425, 102, 'High Risk'),
(197276, 82, 15, '58:46.2', 37.495984040391434, 98.78400667548358, 122, 79, 33, 'Male', 62.55344013725734, 1.581336100640726, 0.074622154, 43, 25.015133646476787, 93.33333333333333, 'Low Risk'),
(197277, 90, 14, '57:46.2', 36.81943311181629, 97.07367749925955, 117, 87, 85, 'Male', 88.07302530422247, 1.9397120273096158, 0.13013700666334566, 30, 23.40822036465561, 97, 'Low Risk'),
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(197362, 68, 19, '32:46.2', 36.10323387399727, 95.61192107029667, 126, 75, 32, 'Female', 95.11479941756646, 1.5500999389145549, 0.1390470119957903, 51, 39.584822153302504, 92, 'High Risk'),
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(197453, 78, 18, '01:46.2', 37.48221509354157, 99.02086019659166, 121, 75, 33, 'Male', 58.573864100624704, 1.7659136519717575, 0.06619333, 46, 18.782999511016897, 90.33333333333333, 'Low Risk'),
(197454, 95, 19, '00:46.2', 36.64693901035652, 99.20097493, 137, 79, 29, 'Male', 50.626495054495656, 1.6177128689498115, 0.10207446845713612, 58, 19.345278259595133, 98.33333333333333, 'High Risk'),
(197455, 70, 16, '59:46.2', 37.248789012868365, 95.28370603790962, 115, 78, 81, 'Male', 82.39407067, 1.615252635047867, 0.086258694, 37, 31.580212153017374, 90.33333333333333, 'High Risk'),
(197456, 80, 15, '58:46.2', 36.02318093900435, 99.08960447401269, 112, 71, 70, 'Female', 55.256963104238196, 1.7327900694399863, 0.07395134, 41, 18.40327483353387, 84.66666666666667, 'High Risk'),
(197457, 68, 13, '57:46.2', 36.66975106122978, 97.39616477, 128, 83, 39, 'Male', 77.69146455187187, 1.7033666390832105, 0.13894121097507578, 45, 26.77669883152278, 98, 'Low Risk'),
(197458, 72, 18, '56:46.2', 36.34120151809488, 98.26340570820042, 124, 86, 36, 'Female', 52.95114655310157, 1.9497715907795778, 0.093935931, 38, 13.928613643443024, 98.66666666666667, 'High Risk'),
(197459, 73, 13, '55:46.2', 36.260968299127775, 99.84220123634388, 112, 74, 80, 'Male', 60.64368092014626, 1.6709908669397429, 0.10996935910830241, 38, 21.718878791938888, 86.66666666666667, 'Low Risk'),
(197460, 79, 14, '54:46.2', 36.16460598538046, 97.79212040953324, 111, 80, 72, 'Male', 54.61515809449109, 1.997936364086451, 0.07393629, 31, 13.682009643564506, 90.33333333333333, 'High Risk'),
(197461, 86, 19, '53:46.2', 36.295635337358654, 97.45209810058142, 134, 89, 20, 'Female', 96.16548259, 1.6794601531678588, 0.098310123, 45, 34.09414523931934, 104, 'High Risk'),
(197462, 63, 12, '52:46.2', 36.99481325586703, 99.15295784331556, 135, 73, 42, 'Female', 90.53729159215379, 1.8049696063177942, 0.084655883, 62, 27.78994658192245, 93.66666666666666, 'Low Risk'),
(197463, 66, 12, '51:46.2', 36.21950234743782, 96.90623547, 136, 82, 76, 'Female', 83.58443145046402, 1.6913588427476727, 0.078562771, 54, 29.21822815610394, 100, 'Low Risk'),
(197464, 86, 16, '50:46.2', 37.16280330715433, 98.92767485849194, 138, 74, 58, 'Female', 58.66315822805679, 1.5836644688650447, 0.052230097106492505, 64, 23.390477852512927, 95.33333333333333, 'Low Risk'),
(197465, 85, 19, '49:46.2', 37.372514523582716, 97.51156420128439, 131, 70, 31, 'Male', 75.71994658351566, 1.8940751100534567, 0.065425648, 61, 21.10648457844712, 90.33333333333333, 'Low Risk'),
(197466, 90, 18, '48:46.2', 36.75136746303093, 98.18445458, 122, 88, 71, 'Female', 73.67908063594238, 1.6254414932649568, 0.14816663244480915, 34, 27.88698186135167, 99.33333333333333, 'Low Risk'),
(197467, 80, 19, '47:46.2', 37.16343616601956, 96.01444891517792, 120, 82, 69, 'Male', 77.83992959838044, 1.9287251795363844, 0.089475438, 38, 20.924820154452465, 94.66666666666667, 'Low Risk'),
(197468, 60, 19, '46:46.2', 37.154413525911735, 95.42605625299171, 129, 76, 79, 'Male', 95.89647796333043, 1.766017218105429, 0.11732640071176766, 53, 30.747710963027764, 93.66666666666666, 'High Risk'),
(197469, 63, 18, '45:46.2', 37.47808640063448, 96.68492254430095, 117, 85, 43, 'Female', 84.88001090719196, 1.7906681277741365, 0.14318004105971038, 32, 26.471296920643603, 95.66666666666667, 'Low Risk'),
(197470, 72, 12, '44:46.2', 37.06372240709587, 96.95384842261721, 120, 76, 19, 'Male', 97.62873405470006, 1.8755155325122834, 0.12379283988954909, 44, 27.754686582286812, 90.66666666666667, 'Low Risk'),
(197471, 64, 16, '43:46.2', 36.287619227149925, 97.23480437123878, 127, 75, 36, 'Male', 81.27142654243043, 1.8844142825659331, 0.13811952946640088, 52, 22.886801790012537, 92.33333333333333, 'Low Risk'),
(197472, 64, 13, '42:46.2', 36.23693548736627, 96.91329992829107, 130, 80, 39, 'Female', 79.59992624699566, 1.9448539983924782, 0.11056665706654534, 50, 21.044502202491078, 96.66666666666666, 'Low Risk'),
(197473, 72, 17, '41:46.2', 36.83657277047547, 99.64399173694244, 116, 89, 21, 'Female', 78.54412923, 1.7426182717578378, 0.10457069545477432, 27, 25.864804642704534, 98, 'Low Risk'),
(197474, 80, 12, '40:46.2', 37.356026381669764, 96.93787721554659, 124, 71, 65, 'Female', 90.20993844220514, 1.824248270572359, 0.10143248073702854, 53, 27.10731484656518, 88.66666666666666, 'Low Risk'),
(197475, 77, 18, '39:46.2', 36.08334259707781, 97.93349774382648, 125, 70, 56, 'Male', 54.768268049892434, 1.8151577691566232, 0.12356725735884472, 55, 16.62264957944165, 88.33333333333333, 'High Risk'),
(197476, 63, 19, '38:46.2', 36.93739148551752, 96.96938033697128, 125, 83, 73, 'Female', 84.19146373963372, 1.784744584109969, 0.10467727771622695, 42, 26.431141193030292, 97, 'Low Risk'),
(197477, 62, 12, '37:46.2', 36.09031680509165, 95.72225148225957, 116, 77, 40, 'Male', 94.53729346477478, 1.8848196639063444, 0.050635317538107794, 39, 26.611144703871012, 90, 'Low Risk'),
(197478, 93, 15, '36:46.2', 37.328941781217196, 96.23202346157883, 135, 81, 52, 'Male', 56.409442344495716, 1.5180282427367997, 0.070760301, 54, 24.478911551478596, 99, 'High Risk'),
(197479, 62, 15, '35:46.2', 36.864046120869936, 96.07332048771991, 120, 84, 51, 'Male', 90.73102807804516, 1.9762772453988102, 0.10268778913570796, 36, 23.23058205345152, 96, 'Low Risk'),
(197480, 87, 13, '34:46.2', 36.952332970515904, 99.04744019, 124, 89, 26, 'Male', 87.01234190230554, 1.858156261007734, 0.082763338, 35, 25.200919762817662, 100.66666666666667, 'Low Risk'),
(197481, 73, 18, '33:46.2', 37.04908283867483, 99.15246185501614, 130, 76, 23, 'Female', 95.48834922, 1.7217822933098559, 0.069128234, 54, 32.21023630221564, 94, 'High Risk'),
(197482, 87, 15, '32:46.2', 36.17906040423083, 98.97981516, 130, 80, 44, 'Male', 88.60125802830544, 1.943594394392615, 0.069670643, 50, 23.45463143, 96.66666666666666, 'Low Risk'),
(197483, 71, 18, '31:46.2', 36.43508667481722, 99.92078974879432, 137, 73, 71, 'Male', 88.84069277330349, 1.8874097367093097, 0.095837654, 64, 24.939029801976595, 94.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(197484, 65, 18, '30:46.2', 37.07239313368042, 96.54748838, 120, 77, 37, 'Female', 89.90358858199322, 1.7445212621901367, 0.097623626, 43, 29.540952434164083, 91.33333333333333, 'Low Risk'),
(197485, 66, 18, '29:46.2', 37.15374327451536, 97.21856183717642, 133, 83, 45, 'Female', 52.95964204272175, 1.5216669968058834, 0.092664378, 50, 22.87208720877691, 99.66666666666666, 'Low Risk'),
(197486, 99, 17, '28:46.2', 36.524073119115016, 96.77674281107286, 118, 72, 81, 'Female', 90.03072995907021, 1.5470591656245247, 0.13471285078464706, 46, 37.61637359404761, 87.33333333333333, 'High Risk'),
(197487, 89, 12, '27:46.2', 36.511672687805586, 95.34351008308654, 126, 75, 74, 'Male', 92.30845942355378, 1.5871904817217541, 0.1283687772874094, 51, 36.64235704028884, 92, 'High Risk'),
(197488, 97, 12, '26:46.2', 36.19499186377948, 98.35804067809997, 131, 85, 51, 'Male', 65.93747896226807, 1.9238096040739612, 0.093790339, 46, 17.815916206721454, 100.33333333333333, 'High Risk'),
(197489, 97, 12, '25:46.2', 36.888047356829276, 96.11404495061409, 115, 77, 56, 'Female', 92.92503477029103, 1.687730547642562, 0.1436353355991874, 38, 32.62319635064174, 89.66666666666667, 'High Risk'),
(197490, 74, 12, '24:46.2', 36.792816389032915, 97.34917194491463, 133, 86, 43, 'Male', 88.90594835109292, 1.5881887716189091, 0.14566316133706386, 47, 35.247358550626345, 101.66666666666667, 'High Risk'),
(197491, 64, 15, '23:46.2', 37.26441225357128, 95.65100688763768, 120, 70, 33, 'Male', 64.92563520408466, 1.7262742958237358, 0.051177233, 50, 21.78695815937192, 86.66666666666666, 'Low Risk'),
(197492, 68, 12, '22:46.2', 37.22694834494349, 96.19875410769681, 129, 85, 42, 'Female', 61.36909907324854, 1.7371345872654176, 0.11318981665992289, 44, 20.336809142770043, 99.66666666666667, 'Low Risk'),
(197493, 92, 18, '21:46.2', 36.03673056396513, 99.47486878702418, 110, 75, 69, 'Female', 93.92659814733511, 1.6709833467056867, 0.067332382, 35, 33.63909860662219, 86.66666666666667, 'High Risk'),
(197494, 74, 15, '20:46.2', 37.483250676874874, 98.05775509869356, 137, 81, 34, 'Male', 74.48681931949254, 1.7741172848025117, 0.064129679, 56, 23.665450460483214, 99.66666666666666, 'Low Risk'),
(197495, 85, 15, '19:46.2', 36.01585024906832, 95.73566449750345, 123, 73, 58, 'Male', 52.99344369324023, 1.970666627445947, 0.05966855, 50, 13.645699974901671, 89.66666666666666, 'High Risk'),
(197496, 76, 12, '18:46.2', 37.24332211813633, 97.15427391201159, 139, 73, 83, 'Male', 89.93954439475804, 1.6642659610971187, 0.10343413923577592, 66, 32.471714640597845, 95, 'High Risk'),
(197497, 94, 14, '17:46.2', 37.23163533336845, 98.21296673026475, 114, 88, 85, 'Male', 82.12680596259065, 1.810726920788201, 0.065457026, 26, 25.048343817609652, 96.66666666666667, 'High Risk'),
(197498, 72, 12, '16:46.2', 36.795274361372364, 95.21061549499534, 116, 74, 35, 'Male', 90.02582777, 1.5804792981829658, 0.059325624, 42, 36.0403915, 88, 'High Risk'),
(197499, 62, 15, '15:46.2', 37.43649095117297, 95.19871706736787, 130, 87, 59, 'Male', 90.08643881, 1.5089893002150656, 0.074563231, 43, 39.56280710335941, 101.33333333333333, 'High Risk'),
(197500, 74, 14, '14:46.2', 37.13764635007067, 98.63444176, 127, 85, 66, 'Male', 89.69636012821172, 1.7922051687240348, 0.099398414, 42, 27.925397823954427, 99, 'Low Risk'),
(197501, 93, 14, '13:46.2', 36.38432049332382, 97.89054457, 113, 86, 53, 'Male', 89.84678324110163, 1.7600082302513769, 0.085754905, 27, 29.00501773944668, 95, 'High Risk'),
(197502, 73, 15, '12:46.2', 36.242809128771306, 97.95829535149957, 115, 71, 31, 'Female', 83.60542178548502, 1.724490017612272, 0.1373861674123085, 44, 28.113380637243015, 85.66666666666667, 'Low Risk'),
(197503, 80, 14, '11:46.2', 36.101308841796026, 99.41143011642787, 131, 73, 21, 'Female', 50.621308912166434, 1.8167020136174483, 0.087326324, 58, 15.33790259387419, 92.33333333333333, 'High Risk'),
(197504, 64, 16, '10:46.2', 36.74061350549213, 96.37797384016706, 132, 83, 70, 'Female', 72.42848812756165, 1.844874583042773, 0.078782121, 49, 21.280200946423133, 99.33333333333333, 'Low Risk'),
(197505, 90, 15, '09:46.2', 37.344927412112156, 96.75166113, 138, 80, 78, 'Male', 99.88296139830211, 1.8649838595309092, 0.082219916, 58, 28.717144600004357, 99.33333333333333, 'Low Risk'),
(197506, 62, 13, '08:46.2', 37.29881108158334, 97.68522695898028, 121, 82, 65, 'Female', 95.78715475427151, 1.6995967041495301, 0.10264559696524811, 39, 33.160075658122814, 95, 'High Risk'),
(197507, 78, 18, '07:46.2', 37.44994495329856, 97.23275779180996, 131, 73, 86, 'Female', 84.41262297621893, 1.5618839335184989, 0.084160706, 58, 34.60269146649814, 92.33333333333333, 'High Risk'),
(197508, 68, 15, '06:46.2', 37.040878350105416, 97.22847309735653, 123, 79, 31, 'Female', 87.91170909763213, 1.6216851102983068, 0.098361765, 44, 33.42825180264018, 93.66666666666667, 'High Risk'),
(197509, 85, 14, '05:46.2', 36.613480190277954, 98.43414284559182, 122, 76, 87, 'Male', 70.90636785795564, 1.674114563194474, 0.074062658, 46, 25.29967199699902, 91.33333333333333, 'Low Risk'),
(197510, 82, 12, '04:46.2', 37.37879328, 99.82762485899308, 137, 73, 79, 'Male', 60.49803001182763, 1.7489303356536976, 0.069867234, 64, 19.778630241971747, 94.33333333333333, 'Low Risk'),
(197511, 81, 13, '03:46.2', 37.25049073279628, 99.10114808049651, 110, 73, 21, 'Female', 64.62535262256706, 1.869191872, 0.09534044, 37, 18.496738554237492, 85.33333333333333, 'High Risk'),
(197512, 95, 15, '02:46.2', 36.275992692322546, 95.30937283, 119, 71, 62, 'Female', 73.99358141484551, 1.9430233051118322, 0.11732179282007806, 48, 19.599185757049586, 87, 'High Risk'),
(197513, 93, 17, '01:46.2', 37.48170256996044, 98.38644959781028, 123, 74, 20, 'Female', 86.43260192545091, 1.8061329497090268, 0.11546571132820944, 49, 26.495868257829237, 90.33333333333333, 'High Risk'),
(197514, 74, 12, '00:46.2', 36.18159308, 96.27385862, 122, 70, 18, 'Female', 64.01259616978764, 1.645414483772507, 0.09175408, 52, 23.643665666463768, 87.33333333333333, 'Low Risk'),
(197515, 91, 13, '59:46.2', 36.594663396454706, 95.20990298474436, 124, 79, 66, 'Male', 66.92947340660368, 1.864498856016378, 0.060242847, 45, 19.252767470588417, 94, 'High Risk'),
(197516, 71, 18, '58:46.2', 36.52753937869007, 96.29550502855827, 115, 72, 70, 'Male', 60.579202152142194, 1.5569294634419362, 0.068131941, 43, 24.991117392550972, 86.33333333333333, 'Low Risk'),
(197517, 75, 16, '57:46.2', 37.08846356786018, 97.20027224380522, 125, 83, 75, 'Female', 62.066871882298784, 1.7594603701509948, 0.14026415199698117, 42, 20.04937686482848, 97, 'Low Risk'),
(197518, 89, 14, '56:46.2', 37.05739027721201, 97.40205090151865, 138, 87, 57, 'Male', 84.11211558304797, 1.6821554964473604, 0.11680074221024034, 51, 29.72530219761836, 104, 'Low Risk'),
(197519, 74, 15, '55:46.2', 36.51325515875404, 98.00830005827505, 111, 73, 75, 'Male', 57.39896948432542, 1.5382805981432603, 0.065444466, 38, 24.256770007589484, 85.66666666666667, 'Low Risk'),
(197520, 73, 12, '54:46.2', 36.622845044002815, 96.86189766942368, 115, 74, 42, 'Female', 96.96015897277252, 1.5128184025535067, 0.09713633, 41, 42.36622041, 87.66666666666667, 'High Risk'),
(197521, 98, 14, '53:46.2', 36.634717710457906, 95.18836131893526, 113, 74, 73, 'Female', 53.751296286063564, 1.9651405984655665, 0.064928944, 39, 13.918796535419878, 87, 'High Risk'),
(197522, 76, 15, '52:46.2', 36.04408782357575, 95.81044909213587, 138, 78, 49, 'Female', 90.74847811980595, 1.7221941525835507, 0.097547727, 60, 30.59673815583718, 98, 'High Risk'),
(197523, 82, 15, '51:46.2', 37.12937150846702, 97.25939316993147, 138, 85, 89, 'Female', 79.87324434671812, 1.710109017009447, 0.098738855, 53, 27.312014315729026, 102.66666666666666, 'Low Risk'),
(197524, 83, 12, '50:46.2', 37.37408395, 96.67695853734918, 116, 81, 29, 'Male', 82.17843224576256, 1.8895727282946893, 0.11171979094442597, 35, 23.01604125136629, 92.66666666666667, 'Low Risk'),
(197525, 92, 19, '49:46.2', 37.11413621006704, 96.19854596, 131, 79, 78, 'Female', 56.540036286648274, 1.552494640490334, 0.1278319089801043, 52, 23.458263685220366, 96.33333333333333, 'High Risk'),
(197526, 91, 13, '48:46.2', 36.763269379787225, 96.75432707140331, 130, 80, 66, 'Female', 79.86490296334514, 1.8055421863296304, 0.12346720307807497, 50, 24.498567351627713, 96.66666666666666, 'High Risk'),
(197527, 82, 13, '47:46.2', 37.26447108775921, 95.73267664720971, 112, 74, 30, 'Male', 81.20531313567552, 1.5622729872909622, 0.10172039191738594, 38, 33.27136342666083, 86.66666666666667, 'High Risk'),
(197528, 81, 14, '46:46.2', 37.441105823906554, 99.64369896793818, 115, 87, 35, 'Male', 72.13872970259206, 1.674043115956026, 0.10065474213713953, 28, 25.741580700972488, 96.33333333333333, 'Low Risk'),
(197529, 97, 19, '45:46.2', 36.30596959713039, 96.69406294555036, 128, 77, 43, 'Male', 80.86481252673093, 1.9385726493794713, 0.13846212111027356, 51, 21.517678867196935, 94, 'High Risk'),
(197530, 93, 17, '44:46.2', 36.288152194219265, 95.72220668137444, 129, 87, 38, 'Female', 61.575751363067894, 1.5012257053678701, 0.13700146525349485, 42, 27.322330193299326, 101, 'High Risk'),
(197531, 91, 17, '43:46.2', 37.24821166729511, 95.36999128144572, 115, 79, 48, 'Female', 75.60010971008609, 1.828966949263053, 0.14776442572356768, 36, 22.600118206895704, 91, 'High Risk'),
(197532, 67, 14, '42:46.2', 37.303772541094055, 95.53493748, 111, 87, 49, 'Female', 58.831014093787914, 1.9832260905266754, 0.07138596, 24, 14.957598799037308, 95, 'High Risk'),
(197533, 99, 16, '41:46.2', 36.66081176444676, 96.43049765000579, 138, 72, 65, 'Female', 57.517125141873564, 1.6476901310566765, 0.11099655825945863, 66, 21.185859595932307, 94, 'High Risk'),
(197534, 70, 14, '40:46.2', 36.4934466, 95.45613118144645, 131, 72, 70, 'Male', 61.97754598533735, 1.9562483046269936, 0.055112546566381405, 59, 16.19520386354558, 91.66666666666666, 'High Risk'),
(197535, 66, 12, '39:46.2', 37.30161279325184, 96.36140944373875, 112, 75, 74, 'Male', 56.74474617940995, 1.8079186599228492, 0.060436022, 37, 17.36072601997831, 87.33333333333333, 'High Risk'),
(197536, 66, 19, '38:46.2', 37.38107705938393, 97.64325841, 111, 75, 84, 'Male', 87.23847022770391, 1.926531652768256, 0.077751042, 36, 23.504755812554805, 87, 'Low Risk'),
(197537, 84, 13, '37:46.2', 36.81222805307157, 98.98565822, 128, 76, 70, 'Female', 78.97442497716116, 1.8658639613482249, 0.1483372594902838, 52, 22.68435940072718, 93.33333333333333, 'Low Risk'),
(197538, 73, 19, '36:46.2', 36.78308030081595, 97.52873162139495, 139, 84, 57, 'Female', 97.13978745, 1.5215289228575961, 0.10643927683443503, 55, 41.96012025962134, 102.33333333333333, 'High Risk'),
(197539, 74, 15, '35:46.2', 36.310037601578834, 97.08139353, 119, 74, 83, 'Female', 57.16358537834715, 1.505950366610277, 0.12456942137625449, 45, 25.205664044311664, 89, 'Low Risk'),
(197540, 95, 17, '34:46.2', 36.854071773786856, 97.00303923171982, 121, 75, 19, 'Male', 63.882365166874635, 1.9235363827920497, 0.063762391, 46, 17.265540422470536, 90.33333333333333, 'High Risk'),
(197541, 80, 15, '33:46.2', 37.08724760114889, 96.31362252960042, 117, 73, 68, 'Male', 59.50091940584558, 1.943173905305018, 0.073872958, 44, 15.757972455401426, 87.66666666666667, 'High Risk'),
(197542, 99, 15, '32:46.2', 36.56640178527168, 99.82063518192625, 131, 86, 66, 'Female', 71.17815363133391, 1.5371003409211852, 0.053233000163094214, 45, 30.12605609, 101, 'High Risk'),
(197543, 78, 17, '31:46.2', 37.087068462420646, 98.95320972190143, 126, 75, 18, 'Male', 70.40691173780705, 1.9212472786497006, 0.11433911455293745, 51, 19.07430683519024, 92, 'Low Risk'),
(197544, 99, 16, '30:46.2', 37.25181164778955, 97.62026778899099, 134, 82, 25, 'Female', 65.95108913386852, 1.9968913963227024, 0.076770603, 52, 16.53914597730618, 99.33333333333333, 'High Risk'),
(197545, 86, 18, '29:46.2', 36.46787988179033, 99.92082282201127, 131, 87, 70, 'Male', 70.59358405774792, 1.8479708678250348, 0.097830554, 44, 20.671642740028744, 101.66666666666667, 'Low Risk'),
(197546, 82, 19, '28:46.2', 36.58952014, 96.70562553976109, 124, 82, 23, 'Male', 83.7797219, 1.671705560812182, 0.11455398398667604, 42, 29.97915173063007, 96, 'Low Risk'),
(197547, 86, 13, '27:46.2', 36.24142365132163, 98.06200280131382, 135, 83, 49, 'Male', 75.65484487725276, 1.7731326545258361, 0.10758462873068078, 52, 24.06325033760681, 100.33333333333333, 'Low Risk'),
(197548, 96, 16, '26:46.2', 36.43891832435002, 96.96208932229696, 139, 89, 68, 'Male', 97.70955403006903, 1.5267544816360892, 0.12013369088043423, 50, 41.91781378903801, 105.66666666666666, 'High Risk'),
(197549, 91, 12, '25:46.2', 36.576369732555506, 97.97072839917408, 111, 84, 52, 'Female', 67.21690383052618, 1.8438574072220975, 0.077161955, 27, 19.770781631573783, 93, 'High Risk'),
(197550, 84, 17, '24:46.2', 36.39395496796995, 96.25146491237909, 114, 73, 47, 'Male', 76.17757805967511, 1.8653636325114729, 0.14681386782872524, 41, 21.892741545145505, 86.66666666666667, 'Low Risk'),
(197551, 62, 18, '23:46.2', 37.45999056021675, 95.41664132496784, 138, 88, 26, 'Male', 56.298816667457615, 1.5703723883752425, 0.051111736, 50, 22.829372034716197, 104.66666666666666, 'Low Risk'),
(197552, 70, 18, '22:46.2', 36.60043308501307, 95.73552137, 110, 72, 85, 'Male', 77.20269931410414, 1.9738183502554243, 0.13021743, 38, 19.816097062597176, 84.66666666666667, 'Low Risk'),
(197553, 62, 13, '21:46.2', 36.465602756192546, 95.78341474743058, 138, 86, 64, 'Female', 69.68571218984141, 1.9975923881875526, 0.1140145437394742, 52, 17.463447943883924, 103.33333333333333, 'High Risk'),
(197554, 63, 17, '20:46.2', 37.24883485985288, 98.56976364247357, 130, 73, 64, 'Male', 91.22168933315639, 1.6963469543729937, 0.092732236, 57, 31.70069209318682, 92, 'High Risk'),
(197555, 91, 16, '19:46.2', 36.83788641447539, 95.73302755908125, 114, 84, 66, 'Female', 86.72538261, 1.8755748762729096, 0.13486268396596407, 30, 24.653433440563305, 94, 'High Risk'),
(197556, 89, 15, '18:46.2', 36.17448684169565, 95.76021761, 110, 82, 64, 'Male', 53.74434395, 1.8216144413182331, 0.096076128, 28, 16.196450374467457, 91.33333333333333, 'High Risk'),
(197557, 98, 13, '17:46.2', 36.56852727655098, 95.05853750445819, 135, 80, 59, 'Female', 65.47485044095468, 1.983617546310576, 0.14910332028363565, 55, 16.64020347873726, 98.33333333333333, 'High Risk'),
(197558, 91, 15, '16:46.2', 36.69519340604375, 99.99430137013036, 131, 83, 23, 'Male', 76.07045286448547, 1.577186690547487, 0.067764898, 48, 30.58086704998247, 99, 'High Risk'),
(197559, 86, 17, '15:46.2', 37.32922460734048, 99.76115396248404, 113, 87, 76, 'Female', 78.36397683872974, 1.6159103361858842, 0.07292235, 26, 30.011102472449444, 95.66666666666667, 'High Risk'),
(197560, 68, 12, '14:46.2', 36.87729767033908, 95.98268586083049, 126, 84, 21, 'Male', 85.08554693, 1.9240984935218832, 0.055622046507634276, 42, 22.982707811247806, 98, 'Low Risk'),
(197561, 74, 12, '13:46.2', 37.250143561678776, 95.50019239, 136, 86, 74, 'Male', 75.31005385090162, 1.622355587959766, 0.13273990593509094, 50, 28.61283300511401, 102.66666666666666, 'Low Risk'),
(197562, 65, 17, '12:46.2', 37.07019735561607, 95.82956109811404, 139, 74, 18, 'Male', 80.80385618, 1.9614746575276139, 0.077458965, 65, 21.00229161011369, 95.66666666666666, 'Low Risk'),
(197563, 85, 15, '11:46.2', 36.525757402188965, 95.67105550145628, 112, 78, 51, 'Male', 59.50251708289525, 1.9513956866357818, 0.055543766, 34, 15.625886171369276, 89.33333333333333, 'High Risk'),
(197564, 88, 13, '10:46.2', 37.43437280279462, 97.97731485025804, 112, 87, 36, 'Male', 83.88143491, 1.563567419359261, 0.11614305742190385, 25, 34.31094080001649, 95.33333333333333, 'High Risk'),
(197565, 90, 14, '09:46.2', 37.43001344815768, 96.33000425381091, 116, 89, 19, 'Female', 71.81075475749199, 1.8901684321311394, 0.10824405802157319, 27, 20.099649302678344, 98, 'Low Risk'),
(197566, 91, 12, '08:46.2', 36.16534504908299, 96.00303584507586, 136, 72, 36, 'Female', 65.75135507639183, 1.800537956200306, 0.079645945, 64, 20.281503453415024, 93.33333333333333, 'High Risk'),
(197567, 87, 14, '07:46.2', 36.78680174548708, 95.60443439055177, 130, 70, 84, 'Male', 88.88821077128256, 1.8293107224325493, 0.11501807329134407, 60, 26.562515719939327, 90, 'Low Risk'),
(197568, 75, 12, '06:46.2', 36.87305087774416, 99.30213333, 135, 74, 72, 'Female', 70.59746332813148, 1.6639815925760773, 0.12965249431290504, 61, 25.49717478520088, 94.33333333333333, 'Low Risk'),
(197569, 92, 14, '05:46.2', 36.614856309925486, 96.06275993059253, 132, 86, 20, 'Female', 74.03873633, 1.5775483696575898, 0.097125565, 46, 29.75045618346392, 101.33333333333333, 'High Risk'),
(197570, 67, 16, '04:46.2', 36.6445993, 99.53394485789224, 122, 80, 25, 'Female', 85.81198512957394, 1.8772155007208884, 0.053890707, 42, 24.351161754082497, 94, 'Low Risk'),
(197571, 69, 16, '03:46.2', 36.40382268423404, 99.97573261628528, 112, 84, 51, 'Female', 72.80358883396543, 1.6311346248786087, 0.081843241, 28, 27.363596306569622, 93.33333333333333, 'Low Risk'),
(197572, 90, 18, '02:46.2', 36.62868337140538, 96.46214885, 116, 72, 41, 'Male', 83.19012706729112, 1.950669129471394, 0.089195017, 44, 21.86273876858276, 86.66666666666667, 'Low Risk'),
(197573, 62, 17, '01:46.2', 36.40956210154614, 98.26055890250998, 117, 70, 78, 'Female', 61.66297912934578, 1.660829367, 0.11434274004085637, 47, 22.354989580126077, 85.66666666666667, 'Low Risk'),
(197574, 63, 12, '00:46.2', 36.82870866106035, 98.37709993741434, 114, 84, 37, 'Female', 80.63362155276687, 1.5153933204532841, 0.07224909, 30, 35.11279724617677, 94, 'High Risk'),
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(197576, 64, 15, '58:46.2', 37.06369050303283, 96.53884440449484, 137, 86, 70, 'Female', 78.11583165687128, 1.7283433067652114, 0.14643846886426626, 51, 26.150442168227247, 103, 'Low Risk'),
(197577, 97, 19, '57:46.2', 37.006601059175324, 98.42499092787259, 117, 71, 60, 'Male', 95.59689667432416, 1.6597352326666237, 0.097916155, 46, 34.70293187496783, 86.33333333333333, 'High Risk'),
(197578, 61, 15, '56:46.2', 37.02881238535491, 95.40977153501825, 115, 73, 35, 'Male', 99.54541594253018, 1.845853459390388, 0.065759837, 42, 29.21640835330355, 87, 'Low Risk'),
(197579, 94, 13, '55:46.2', 36.72872514, 98.96633842462005, 115, 71, 70, 'Male', 71.70129314774141, 1.606655896394434, 0.11316014022336036, 44, 27.776738094020885, 85.66666666666667, 'High Risk'),
(197580, 75, 13, '54:46.2', 36.30289797947347, 98.77477252502989, 121, 77, 55, 'Male', 79.72943945447501, 1.5323740579004481, 0.06352653, 44, 33.953858048212126, 91.66666666666667, 'High Risk'),
(197581, 71, 18, '53:46.2', 36.238875922514204, 95.15228945, 118, 87, 79, 'Male', 95.73732292022083, 1.8657709733406498, 0.14154841430009824, 31, 27.50202133840696, 97.33333333333333, 'Low Risk'),
(197582, 71, 14, '52:46.2', 36.06908760252096, 99.48352140902458, 112, 76, 38, 'Female', 69.22820138124037, 1.7588374657770647, 0.10935136214278707, 36, 22.378533959761267, 88, 'Low Risk'),
(197583, 96, 16, '51:46.2', 36.28411476074072, 95.87877993, 115, 77, 35, 'Male', 80.72450666350753, 1.5375621333621599, 0.12266781502004505, 38, 34.14601682730996, 89.66666666666667, 'High Risk'),
(197584, 83, 17, '50:46.2', 36.47971426410466, 99.83513614839383, 128, 84, 21, 'Male', 54.474931678294446, 1.8740137831791337, 0.1288929335160786, 44, 15.511404834957908, 98.66666666666667, 'High Risk'),
(197585, 99, 19, '49:46.2', 36.96776195243942, 98.8322937, 135, 80, 59, 'Female', 96.99801871, 1.5359141327385635, 0.10846489503847068, 55, 41.11771673167379, 98.33333333333333, 'High Risk'),
(197586, 61, 16, '48:46.2', 37.19882069081677, 96.95886220799537, 112, 77, 49, 'Male', 92.74671584548231, 1.6350771021600925, 0.14299661955435056, 35, 34.69141920252606, 88.66666666666667, 'High Risk'),
(197587, 94, 17, '47:46.2', 36.83411501856892, 98.81825496017915, 114, 84, 77, 'Male', 86.47519339, 1.7687888947560508, 0.075597198, 30, 27.640095301911817, 94, 'High Risk'),
(197588, 82, 19, '46:46.2', 37.04992915745126, 95.84753919673152, 114, 82, 22, 'Male', 75.40128765668986, 1.9028023569589008, 0.1073868544221017, 32, 20.825306462562278, 92.66666666666667, 'Low Risk'),
(197589, 89, 19, '45:46.2', 37.47814358496565, 95.35798080511408, 123, 70, 52, 'Male', 77.35406240793216, 1.569857601565281, 0.054818009591106324, 53, 31.38792498211816, 87.66666666666666, 'High Risk'),
(197590, 67, 18, '44:46.2', 37.320730394877415, 96.04604735801206, 135, 80, 25, 'Male', 81.52390386690257, 1.5962066523866214, 0.092395782, 55, 31.99681389436853, 98.33333333333333, 'High Risk'),
(197591, 80, 15, '43:46.2', 37.09174831556238, 98.00528633345392, 126, 77, 54, 'Female', 63.51878885877583, 1.9529456344057388, 0.072295038, 49, 16.654128115987493, 93.33333333333333, 'High Risk'),
(197592, 95, 17, '42:46.2', 36.78828284290836, 95.99732615608107, 135, 76, 47, 'Female', 92.35495263836611, 1.9907545282344807, 0.063797066, 59, 23.30369381010149, 95.66666666666666, 'High Risk'),
(197593, 79, 18, '41:46.2', 36.914103789952065, 99.21069070316692, 128, 86, 75, 'Female', 68.86447465303229, 1.633245425103109, 0.14732618030847222, 42, 25.81620125, 100, 'Low Risk'),
(197594, 83, 13, '40:46.2', 36.30434263298147, 99.32226782474191, 113, 71, 22, 'Male', 54.10967932878438, 1.7583060878317625, 0.082006994, 42, 17.501932341523727, 85, 'High Risk'),
(197595, 89, 13, '39:46.2', 37.357042770595676, 95.83928477610384, 113, 74, 38, 'Male', 63.78537213426978, 1.823370297382231, 0.11296596197815649, 39, 19.185421360490444, 87, 'Low Risk'),
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(197597, 88, 12, '37:46.2', 36.80388448319825, 95.83122174630576, 138, 73, 66, 'Female', 78.26431417977699, 1.850681338437799, 0.088894586, 65, 22.850751765833255, 94.66666666666666, 'Low Risk'),
(197598, 89, 17, '36:46.2', 36.26965774021786, 98.72144015299693, 123, 71, 81, 'Male', 94.35827219295774, 1.676179860330085, 0.12452439674275476, 52, 33.584488900102784, 88.33333333333333, 'High Risk'),
(197599, 66, 12, '35:46.2', 36.286869194777864, 98.34178548871607, 123, 73, 87, 'Female', 86.75981524762153, 1.8051240697839817, 0.14586077708721748, 50, 26.62591272521963, 89.66666666666666, 'Low Risk'),
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(197601, 95, 14, '33:46.2', 37.327112683021845, 98.16876470250114, 121, 77, 19, 'Male', 72.22808692555456, 1.916107066488073, 0.054461573312453875, 44, 19.672817674358743, 91.66666666666667, 'High Risk'),
(197602, 65, 13, '32:46.2', 36.92427262, 96.48328675074032, 115, 85, 50, 'Female', 79.21771410575657, 1.7811392215933397, 0.1369995839951169, 30, 24.970461675647034, 95, 'Low Risk'),
(197603, 64, 19, '31:46.2', 36.86070132509913, 96.45013383341869, 139, 71, 85, 'Female', 63.841056434678244, 1.658743820574267, 0.13554183747287682, 68, 23.202855164928884, 93.66666666666666, 'Low Risk'),
(197604, 83, 16, '30:46.2', 36.272228110309314, 98.21348847009442, 130, 85, 33, 'Female', 78.71707348626353, 1.8778518572323104, 0.10704849234568259, 45, 22.322677432852174, 100, 'Low Risk'),
(197605, 69, 15, '29:46.2', 37.031043219920655, 96.48876081, 117, 79, 74, 'Female', 81.05638630510924, 1.7184973076370584, 0.12792505795019277, 38, 27.446661474096306, 91.66666666666667, 'Low Risk'),
(197606, 66, 15, '28:46.2', 36.69888420321178, 99.85658470007957, 121, 81, 84, 'Female', 58.62355561753881, 1.8825739544855915, 0.092007601, 40, 16.541240031596246, 94.33333333333333, 'High Risk'),
(197607, 90, 16, '27:46.2', 36.57969110125445, 96.12665974358588, 137, 81, 23, 'Female', 53.081825420768475, 1.517297399841943, 0.13366953142391202, 56, 23.05708614442283, 99.66666666666666, 'Low Risk'),
(197608, 81, 12, '26:46.2', 37.485938305854006, 97.03753437103805, 123, 79, 26, 'Female', 82.63059397, 1.6186612711915234, 0.055343609, 44, 31.537620519313027, 93.66666666666667, 'High Risk'),
(197609, 94, 14, '25:46.2', 37.09583435, 95.68597755940564, 135, 79, 81, 'Male', 93.77932257, 1.6291849374703937, 0.1210255797959471, 56, 35.331845188435615, 97.66666666666666, 'High Risk'),
(197610, 92, 17, '24:46.2', 36.70558387069988, 97.90396001300326, 135, 74, 35, 'Female', 66.82690737452768, 1.8253186688168146, 0.07680208, 61, 20.057369348223414, 94.33333333333333, 'High Risk'),
(197611, 74, 13, '23:46.2', 36.98008011800687, 99.77754889840018, 139, 72, 68, 'Male', 89.68788722101695, 1.5929731298587586, 0.06115838, 67, 35.34409721065249, 94.33333333333333, 'High Risk'),
(197612, 94, 19, '22:46.2', 36.18199684871883, 98.02747474552932, 134, 83, 59, 'Female', 62.63843001704351, 1.9962084470773473, 0.1140516288773305, 51, 15.719151003056291, 100, 'High Risk'),
(197613, 98, 12, '21:46.2', 36.563633495820866, 96.33264058103558, 110, 84, 30, 'Male', 54.561279078855215, 1.5802637610773562, 0.130503371, 26, 21.848688913742823, 92.66666666666667, 'High Risk'),
(197614, 60, 17, '20:46.2', 36.86248247337371, 96.12189889758734, 135, 74, 75, 'Male', 55.31480923042528, 1.766116027361288, 0.12445141271177344, 61, 17.733846927426683, 94.33333333333333, 'High Risk'),
(197615, 63, 13, '19:46.2', 36.08328051076942, 95.11871516959462, 131, 81, 53, 'Male', 55.017026664929844, 1.5411651292399964, 0.077169391, 50, 23.163211235192183, 97.66666666666666, 'Low Risk'),
(197616, 70, 16, '18:46.2', 37.204871873349084, 95.95959064606944, 139, 82, 65, 'Male', 65.97978531, 1.9481822689361707, 0.13082939005193256, 57, 17.384080538160276, 101, 'High Risk'),
(197617, 76, 17, '17:46.2', 36.270630791524574, 99.95718773355841, 135, 70, 84, 'Male', 64.578172, 1.857436831489379, 0.13898795996491514, 65, 18.71792235127134, 91.66666666666666, 'Low Risk'),
(197618, 66, 16, '16:46.2', 36.945644037474985, 99.00465869642694, 135, 88, 46, 'Male', 94.69416203, 1.5965264057365771, 0.061829735755562346, 47, 37.151041496493214, 103.66666666666667, 'High Risk'),
(197619, 96, 19, '15:46.2', 36.16139246568042, 99.72496319421379, 132, 73, 43, 'Male', 51.532043994026736, 1.9247343390118186, 0.10793277243393645, 59, 13.910277044058196, 92.66666666666666, 'High Risk'),
(197620, 66, 16, '14:46.2', 36.85919517219649, 99.50769577075997, 117, 81, 58, 'Male', 64.10472208693562, 1.5768449087556151, 0.085133968, 36, 25.78173032, 93, 'Low Risk'),
(197621, 71, 18, '13:46.2', 36.33254794072245, 99.46484439014327, 138, 82, 63, 'Female', 66.21241945013203, 1.5086714155208398, 0.059689518, 56, 29.090429526289252, 100.66666666666666, 'Low Risk'),
(197622, 87, 14, '12:46.2', 36.40316207917347, 97.29320577007746, 129, 78, 31, 'Male', 75.27348239210755, 1.578554201604172, 0.11625945672098761, 51, 30.208072247857626, 95, 'High Risk'),
(197623, 65, 14, '11:46.2', 36.57225846290864, 96.44146433855796, 110, 77, 79, 'Female', 89.03525730386107, 1.7360351471039164, 0.10690428852780902, 33, 29.542346737292494, 88, 'Low Risk'),
(197624, 89, 12, '10:46.2', 36.95513230238225, 95.56966228858549, 115, 79, 41, 'Female', 60.29703171114981, 1.6502063208936293, 0.11464958999214585, 36, 22.14213226802297, 91, 'Low Risk'),
(197625, 87, 14, '09:46.2', 37.001602381443846, 95.18451963810062, 128, 85, 26, 'Male', 59.363764875303886, 1.790805246303354, 0.11150076207861839, 43, 18.510780042237688, 99.33333333333333, 'Low Risk'),
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(197713, 74, 16, '41:46.2', 36.17880403921875, 99.91384419478472, 138, 70, 49, 'Female', 62.79308437, 1.9457268399310814, 0.11575464904687474, 68, 16.58624501237166, 92.66666666666666, 'High Risk'),
(197714, 78, 16, '40:46.2', 36.86547720741326, 98.91796755231789, 117, 89, 31, 'Male', 79.22119536603884, 1.9534738525203281, 0.12814262, 28, 20.759944405000567, 98.33333333333333, 'Low Risk'),
(197715, 60, 12, '39:46.2', 36.76003288206891, 96.96204414189691, 129, 88, 36, 'Male', 90.01652707508897, 1.8298755485525495, 0.13688589959142336, 41, 26.883087490820554, 101.66666666666667, 'Low Risk'),
(197716, 74, 13, '38:46.2', 36.51789512620773, 96.06750643619188, 121, 84, 68, 'Female', 95.47603644060021, 1.692997942782892, 0.085748925, 37, 33.31052831517536, 96.33333333333333, 'High Risk'),
(197717, 75, 13, '37:46.2', 36.23626901322142, 95.86797607977046, 127, 83, 50, 'Male', 58.76006915813771, 1.9175764655666867, 0.10837393857700471, 44, 15.98000520177384, 97.66666666666667, 'High Risk'),
(197718, 78, 18, '36:46.2', 36.73955775593354, 98.94527916208565, 134, 78, 41, 'Female', 58.509039562258494, 1.9562734291606665, 0.093696451, 56, 15.288464061892542, 96.66666666666666, 'High Risk'),
(197719, 87, 16, '35:46.2', 36.27785029, 99.86965169132556, 118, 80, 60, 'Female', 67.19546163914151, 1.981625354267535, 0.064347034, 38, 17.111845144314255, 92.66666666666667, 'High Risk'),
(197720, 97, 15, '34:46.2', 36.175806129221776, 97.88645684989064, 133, 82, 76, 'Male', 81.09847330616644, 1.535180188092651, 0.081761696, 51, 34.410736218232486, 99, 'High Risk'),
(197721, 90, 15, '33:46.2', 36.16063839066702, 95.66389504810016, 139, 79, 22, 'Male', 82.77739774, 1.6845075289562412, 0.13363681176161252, 60, 29.171976603950124, 99, 'Low Risk'),
(197722, 66, 17, '32:46.2', 36.280476840062825, 99.41532220532271, 118, 86, 38, 'Female', 94.18181690327054, 1.6417604419390543, 0.12367679342783709, 32, 34.941978327501666, 96.66666666666667, 'High Risk'),
(197723, 91, 15, '31:46.2', 37.338582768317906, 98.81050604177082, 139, 71, 86, 'Female', 82.95085693054276, 1.646957671967374, 0.095149721, 68, 30.581304118035312, 93.66666666666666, 'High Risk'),
(197724, 70, 18, '30:46.2', 36.04786511679624, 98.04486802, 135, 85, 77, 'Male', 56.274347408396544, 1.9862785798324167, 0.051122752, 50, 14.263632770639974, 101.66666666666666, 'High Risk'),
(197725, 84, 19, '29:46.2', 36.19688398282131, 98.96550962516619, 134, 81, 76, 'Male', 71.17948239, 1.7990178811909578, 0.078365778, 53, 21.99296917480177, 98.66666666666666, 'Low Risk'),
(197726, 71, 16, '28:46.2', 36.741491340265085, 98.71140878720624, 125, 82, 75, 'Female', 71.93661293946114, 1.634503322083832, 0.065443954, 43, 26.926404796287407, 96.33333333333333, 'Low Risk'),
(197727, 78, 17, '27:46.2', 36.62997651453456, 99.65897291590657, 117, 75, 46, 'Female', 98.52114527, 1.5242197903351662, 0.11467207521470717, 42, 42.406678662837834, 89, 'High Risk'),
(197728, 62, 13, '26:46.2', 37.11914286, 96.57486657261651, 130, 79, 63, 'Male', 79.27446555, 1.9454677643629321, 0.086935418, 51, 20.945235345801184, 96, 'Low Risk'),
(197729, 78, 14, '25:46.2', 36.60784515682321, 95.99195100942704, 121, 87, 39, 'Male', 76.84122941603087, 1.688764261206168, 0.1346061904911906, 34, 26.943638662578582, 98.33333333333333, 'Low Risk'),
(197730, 96, 16, '24:46.2', 36.961026412528184, 96.85753729074365, 127, 89, 36, 'Female', 78.88654124351646, 1.871389771221786, 0.068647857, 38, 22.52549857100821, 101.66666666666667, 'High Risk'),
(197731, 87, 12, '23:46.2', 37.379194433422136, 99.17324371575477, 130, 81, 47, 'Female', 60.86684799589757, 1.8734400883549678, 0.098905884, 49, 17.34208034732149, 97.33333333333333, 'High Risk'),
(197732, 89, 12, '22:46.2', 36.923548421367045, 98.74494214900714, 128, 78, 86, 'Female', 66.66189644573824, 1.5056141386089534, 0.074338989, 50, 29.406971175040063, 94.66666666666666, 'Low Risk'),
(197733, 98, 17, '21:46.2', 37.12852351183832, 96.06558410134433, 120, 70, 58, 'Male', 52.429547920805426, 1.8723552025960888, 0.062020009609514794, 50, 14.955454966002552, 86.66666666666666, 'High Risk'),
(197734, 95, 13, '20:46.2', 36.921841652311464, 99.16907199308268, 117, 72, 37, 'Male', 93.15439390672049, 1.9552412838972182, 0.066759892, 45, 24.367031650026988, 87, 'High Risk'),
(197735, 65, 18, '19:46.2', 36.78436347718435, 96.03431088903021, 132, 70, 58, 'Female', 97.74933714941997, 1.5908215179570497, 0.072388829, 62, 38.625214795132656, 90.66666666666666, 'High Risk'),
(197736, 85, 19, '18:46.2', 37.47562588696589, 97.87284162090566, 117, 84, 21, 'Male', 58.33503723571009, 1.8009400285790376, 0.089430695, 33, 17.98585042411889, 95, 'High Risk'),
(197737, 67, 16, '17:46.2', 36.148751836045456, 95.47124594254925, 115, 76, 65, 'Female', 88.03440450503585, 1.834176581, 0.099771292, 39, 26.16797661737953, 89, 'Low Risk'),
(197738, 97, 17, '16:46.2', 37.27291613826322, 99.80125471091307, 130, 74, 85, 'Male', 92.50467728977031, 1.5796751045371806, 0.072144403, 56, 37.07047448656069, 92.66666666666666, 'High Risk'),
(197739, 61, 15, '15:46.2', 36.14383377905527, 95.29847005190678, 117, 89, 26, 'Male', 87.04889896154754, 1.8539795202477323, 0.1305912910122025, 28, 25.325231116854273, 98.33333333333333, 'Low Risk'),
(197740, 74, 12, '14:46.2', 36.59679001, 97.13014612221211, 126, 77, 85, 'Female', 56.17528048237281, 1.6252701651955421, 0.097143776, 49, 21.266407096918595, 93.33333333333333, 'Low Risk'),
(197741, 81, 18, '13:46.2', 37.137401259966516, 99.55213694022275, 114, 71, 38, 'Female', 71.47658714208829, 1.6161361594408643, 0.051523522, 43, 27.365785158625613, 85.33333333333333, 'Low Risk'),
(197742, 99, 19, '12:46.2', 36.72167812056031, 98.91541295023048, 111, 89, 60, 'Female', 97.29266708858168, 1.7340020144719692, 0.069698991, 22, 32.35794358762322, 96.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(197743, 82, 14, '11:46.2', 36.10833991311956, 99.91103100407682, 121, 80, 39, 'Male', 98.06115913925035, 1.9953193734542658, 0.1285502084665361, 41, 24.630440777192405, 93.66666666666667, 'Low Risk'),
(197744, 79, 15, '10:46.2', 37.272691955225056, 96.67066079653394, 130, 87, 59, 'Male', 98.47444577035239, 1.7320985286087964, 0.1209533545569079, 43, 32.82300656898153, 101.33333333333333, 'High Risk'),
(197745, 74, 18, '09:46.2', 36.62728449, 95.71967084627825, 135, 70, 78, 'Female', 51.56861970727471, 1.941499602879515, 0.13739245791660326, 65, 13.680781133844809, 91.66666666666666, 'High Risk'),
(197746, 90, 16, '08:46.2', 36.74628821, 95.91342577, 115, 70, 52, 'Female', 81.96266140170839, 1.7701125914095774, 0.1343256717192506, 45, 26.158586277398307, 85, 'Low Risk'),
(197747, 61, 17, '07:46.2', 36.040534758471495, 95.19270640614992, 117, 71, 62, 'Male', 63.472867685638164, 1.5660060860491816, 0.063490229, 46, 25.88220239268782, 86.33333333333333, 'Low Risk'),
(197748, 97, 19, '06:46.2', 36.60967223834459, 96.16263157801161, 129, 79, 78, 'Female', 76.58623856062069, 1.5224801303958986, 0.139246707, 50, 33.04056561499069, 95.66666666666666, 'High Risk'),
(197749, 94, 18, '05:46.2', 36.072770152721716, 97.64966724849661, 126, 79, 18, 'Male', 78.30795211359663, 1.859522438, 0.067362445, 47, 22.64660057, 94.66666666666667, 'High Risk'),
(197750, 81, 16, '04:46.2', 37.05737976, 98.66065668642503, 113, 78, 24, 'Male', 55.005142072777474, 1.9230325839034192, 0.088919095, 35, 14.87407629299147, 89.66666666666667, 'High Risk'),
(197751, 83, 18, '03:46.2', 37.01567436309853, 96.95336688, 126, 85, 79, 'Male', 57.16592100604362, 1.9326366322583932, 0.054838123470115185, 41, 15.30512181609005, 98.66666666666667, 'High Risk'),
(197752, 91, 13, '02:46.2', 37.44159935193317, 99.41412292604231, 117, 86, 86, 'Female', 62.49204868798659, 1.9530852512650874, 0.093573331, 31, 16.38258241989027, 96.33333333333333, 'High Risk'),
(197753, 88, 14, '01:46.2', 37.042906523752485, 95.30517836964268, 136, 74, 19, 'Female', 98.72973651, 1.6158488336189167, 0.051974831995607186, 62, 37.81346887077905, 94.66666666666666, 'High Risk'),
(197754, 63, 12, '00:46.2', 36.950648478098444, 97.57091891823045, 119, 72, 40, 'Male', 82.96734535954683, 1.6841097669680234, 0.053374809, 47, 29.25273018611047, 87.66666666666667, 'Low Risk'),
(197755, 91, 13, '59:46.2', 36.34297478753291, 98.53051595353216, 128, 89, 51, 'Male', 66.57464196605622, 1.6856033110806847, 0.098577807, 39, 23.431391914154606, 102, 'High Risk'),
(197756, 88, 18, '58:46.2', 36.483051396933334, 95.39413546, 128, 89, 35, 'Male', 55.13827864855177, 1.7513226908496495, 0.14255404588297688, 39, 17.977150515465848, 102, 'High Risk'),
(197757, 60, 14, '57:46.2', 36.54586535271176, 97.71059149769194, 113, 86, 32, 'Male', 83.50398078, 1.802487292324451, 0.064568121, 27, 25.701753635773514, 95, 'Low Risk'),
(197758, 69, 16, '56:46.2', 36.24616499060225, 95.10549682486574, 125, 76, 49, 'Female', 50.146790292846774, 1.795527481679603, 0.067841798, 49, 15.554606448092429, 92.33333333333333, 'High Risk'),
(197759, 64, 13, '55:46.2', 36.547045072529635, 96.17550697, 111, 74, 50, 'Female', 55.433635954462204, 1.6324765271287327, 0.11899210987366086, 37, 20.800773001274166, 86.33333333333333, 'Low Risk'),
(197760, 70, 12, '54:46.2', 37.23802239407088, 98.84738541531064, 124, 85, 79, 'Female', 85.47000783688222, 1.6538946994155315, 0.14697297774142748, 39, 31.24625934685419, 98, 'High Risk'),
(197761, 77, 16, '53:46.2', 36.17698090352267, 95.53757054557282, 126, 72, 47, 'Female', 56.32179864353597, 1.6403165746342094, 0.072246136, 54, 20.93250333545777, 90, 'Low Risk'),
(197762, 64, 14, '52:46.2', 37.46797883029984, 95.63801337505123, 138, 79, 86, 'Female', 85.96281278408625, 1.6194903448729296, 0.051387246, 59, 32.77584456, 98.66666666666666, 'High Risk'),
(197763, 62, 17, '51:46.2', 36.113702753154996, 96.18542013612702, 125, 76, 22, 'Male', 63.489683902074134, 1.805068788902681, 0.059559347034963496, 49, 19.485683802357926, 92.33333333333333, 'Low Risk'),
(197764, 77, 18, '50:46.2', 36.25069130702133, 99.77386077383537, 113, 80, 72, 'Female', 66.88381252550488, 1.8116552701036501, 0.13588614896581874, 33, 20.378391314267617, 91, 'Low Risk'),
(197765, 79, 17, '49:46.2', 36.78771758986003, 97.51886309, 124, 72, 74, 'Female', 80.47064555831483, 1.5625363824586012, 0.06369945, 52, 32.95924150586919, 89.33333333333333, 'High Risk'),
(197766, 69, 16, '48:46.2', 36.21610516200858, 95.65578695806812, 118, 72, 50, 'Male', 86.84166106, 1.6877086854733627, 0.062247744, 46, 30.488295916656096, 87.33333333333333, 'High Risk'),
(197767, 80, 15, '47:46.2', 36.51447678231661, 96.59071684890257, 125, 88, 89, 'Male', 57.950530462844355, 1.531401601903736, 0.08736695, 37, 24.71036848013286, 100.33333333333333, 'Low Risk'),
(197768, 86, 14, '46:46.2', 36.81800931146341, 99.38961471, 129, 71, 19, 'Male', 98.44146735596416, 1.5116063493077234, 0.051548356, 58, 43.08247688997229, 90.33333333333333, 'High Risk'),
(197769, 68, 17, '45:46.2', 37.357060095606435, 96.80174650506086, 116, 89, 88, 'Male', 89.5535232, 1.5525951481410556, 0.1443659992820167, 27, 37.15063378405031, 98, 'High Risk'),
(197770, 76, 14, '44:46.2', 37.460802246385235, 99.22526796994596, 127, 80, 86, 'Male', 84.79827426464145, 1.7490462386833812, 0.088714531, 47, 27.719438726097145, 95.66666666666667, 'Low Risk'),
(197771, 86, 16, '43:46.2', 36.30509610081952, 95.43285270005117, 130, 85, 69, 'Male', 94.27995206588105, 1.9382473171206323, 0.1448476505168798, 45, 25.09579569120223, 100, 'Low Risk'),
(197772, 95, 13, '42:46.2', 36.823927463041606, 99.18145931, 122, 70, 89, 'Female', 56.90643520248061, 1.854413137973132, 0.096779283, 52, 16.548109650263097, 87.33333333333333, 'High Risk'),
(197773, 68, 16, '41:46.2', 36.40861631083642, 99.51925213229175, 127, 73, 80, 'Female', 87.00981656175443, 1.842894664552059, 0.13677325232037987, 54, 25.61929813522597, 91, 'Low Risk'),
(197774, 62, 18, '40:46.2', 36.26101656638736, 96.55719281732702, 116, 73, 44, 'Male', 98.81423687635828, 1.557764803772148, 0.10910235264766087, 43, 40.720747978980846, 87.33333333333333, 'High Risk'),
(197775, 65, 13, '39:46.2', 36.25448634370528, 96.04514789716997, 114, 87, 73, 'Male', 80.05047659389824, 1.950673567088617, 0.14405113279776782, 27, 21.037528815223435, 96, 'Low Risk'),
(197776, 91, 14, '38:46.2', 36.35874595093903, 97.05831979971444, 118, 74, 54, 'Male', 64.87704215012917, 1.6788416310261556, 0.073645934, 44, 23.018211770320413, 88.66666666666667, 'High Risk'),
(197777, 62, 13, '37:46.2', 37.23658814948987, 99.01722762900899, 112, 83, 21, 'Female', 89.14594654067184, 1.639472438249689, 0.063667397, 29, 33.16602017974912, 92.66666666666667, 'High Risk'),
(197778, 72, 14, '36:46.2', 36.97839787064944, 99.17606684004198, 139, 80, 21, 'Male', 72.72903960950418, 1.9765033043088607, 0.1108951078808231, 59, 18.617131367839686, 99.66666666666666, 'Low Risk'),
(197779, 95, 17, '35:46.2', 36.77571971187391, 97.25090952726448, 129, 83, 19, 'Female', 97.24989023011999, 1.5424843199634994, 0.10102055685163773, 46, 40.874043606874785, 98.33333333333333, 'High Risk'),
(197780, 92, 17, '34:46.2', 36.73123665611419, 98.82835452, 123, 71, 28, 'Female', 65.62672216571607, 1.9870374196879115, 0.14773255258223084, 52, 16.621439061344272, 88.33333333333333, 'High Risk'),
(197781, 90, 15, '33:46.2', 36.901873013238855, 98.35207707790491, 139, 77, 88, 'Male', 75.73444115061515, 1.9625461059655214, 0.1150312616094861, 62, 19.66317698736847, 97.66666666666666, 'Low Risk'),
(197782, 62, 19, '32:46.2', 37.292015841814745, 95.06630088550175, 124, 88, 39, 'Female', 51.80320701689195, 1.9823832617280244, 0.11599616061626516, 36, 13.18200289218094, 100, 'High Risk'),
(197783, 62, 15, '31:46.2', 37.06818943989474, 97.95098464, 120, 85, 66, 'Male', 89.12159586083152, 1.9355013637484177, 0.11682811174557452, 35, 23.79008487, 96.66666666666667, 'Low Risk'),
(197784, 61, 14, '30:46.2', 37.43512476759925, 96.04553013, 135, 78, 77, 'Female', 65.57926278570224, 1.9148697380340538, 0.14102967385647303, 57, 17.884963521484813, 97, 'High Risk'),
(197785, 64, 13, '29:46.2', 37.47031227648503, 98.52548840717013, 118, 82, 63, 'Female', 52.50453722649396, 1.5532648780842697, 0.06353523, 36, 21.76234999029358, 94, 'Low Risk'),
(197786, 84, 12, '28:46.2', 36.940535117211645, 99.79522387532543, 130, 74, 77, 'Female', 50.24416636158413, 1.9528816832986133, 0.13812477169278817, 56, 13.174489049201922, 92.66666666666666, 'High Risk'),
(197787, 65, 16, '27:46.2', 36.98633570252025, 97.65180593, 139, 70, 55, 'Male', 54.96279735806458, 1.6191067202399823, 0.063623469, 69, 20.966110844446437, 93, 'Low Risk'),
(197788, 66, 13, '26:46.2', 36.978025076704355, 95.36106643141598, 130, 79, 35, 'Male', 76.02071265017226, 1.626443118035799, 0.1491112777585151, 51, 28.737843682582344, 96, 'Low Risk'),
(197789, 99, 13, '25:46.2', 37.34007812, 95.14886154929209, 113, 75, 78, 'Female', 63.31650234207285, 1.6351117985735146, 0.13403704090505736, 38, 23.68219819746892, 87.66666666666667, 'High Risk'),
(197790, 84, 17, '24:46.2', 36.47723483654152, 95.824602, 134, 78, 59, 'Male', 71.06699102952228, 1.8217028964232584, 0.050279867, 56, 21.414741195547435, 96.66666666666666, 'Low Risk'),
(197791, 85, 15, '23:46.2', 36.42873763092836, 96.14713110948908, 118, 80, 51, 'Female', 86.79728306519186, 1.6877609239926425, 0.11516705975579078, 38, 30.470829411156664, 92.66666666666667, 'High Risk'),
(197792, 84, 14, '22:46.2', 36.44944940456251, 98.94442981236689, 137, 84, 59, 'Female', 82.66905046778984, 1.5545597523054722, 0.068621807, 53, 34.208033606897224, 101.66666666666666, 'High Risk'),
(197793, 81, 16, '21:46.2', 36.707893310943724, 95.13262956705688, 123, 76, 27, 'Female', 59.71836383688125, 1.9626784325081257, 0.11140448833127797, 47, 15.50278057741051, 91.66666666666667, 'High Risk'),
(197794, 71, 16, '20:46.2', 36.96483904696793, 98.74809918844959, 115, 79, 75, 'Female', 81.83555270076167, 1.9590786283327144, 0.099843506, 36, 21.322508002434226, 91, 'Low Risk'),
(197795, 66, 12, '19:46.2', 37.28115076924081, 97.07219025970838, 112, 82, 72, 'Male', 89.40073031137746, 1.7020891010436014, 0.1086214848153308, 30, 30.858618894736583, 92, 'High Risk'),
(197796, 94, 13, '18:46.2', 36.43963819053298, 99.34754735197969, 135, 74, 41, 'Female', 53.66685501362742, 1.5296257739084291, 0.078181106, 61, 22.93695486, 94.33333333333333, 'High Risk'),
(197797, 99, 19, '17:46.2', 36.03537546205411, 95.21990605214157, 123, 70, 47, 'Male', 54.910599436786704, 1.6020263152076326, 0.099669231, 53, 21.39522675, 87.66666666666666, 'High Risk'),
(197798, 63, 16, '16:46.2', 36.63670732678674, 95.48765753542351, 132, 83, 30, 'Male', 84.44184601489184, 1.7347647374706248, 0.083211721, 49, 28.059281603333833, 99.33333333333333, 'Low Risk'),
(197799, 71, 18, '15:46.2', 36.026183948816595, 96.73534689, 131, 79, 21, 'Female', 98.45572896075198, 1.9943681377169504, 0.064254461, 52, 24.753142249153804, 96.33333333333333, 'Low Risk'),
(197800, 97, 19, '14:46.2', 36.60385377014025, 96.75351570500966, 138, 81, 26, 'Female', 59.550701868799266, 1.5374167164807722, 0.10963740076654138, 57, 25.194380654840238, 100, 'High Risk'),
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(197806, 83, 13, '08:46.2', 37.44004225895866, 99.89519569, 132, 84, 42, 'Male', 97.38018196490299, 1.7588797196495491, 0.08755193, 48, 31.47735984837137, 100, 'High Risk'),
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(197808, 68, 16, '06:46.2', 36.45003657216862, 97.34347058943645, 115, 86, 49, 'Male', 86.43947896, 1.832440342863222, 0.094531293, 29, 25.742602531824204, 95.66666666666667, 'Low Risk'),
(197809, 81, 12, '05:46.2', 37.33780749336999, 98.39629234635461, 133, 70, 29, 'Female', 87.59139676394167, 1.7575999029174982, 0.13290920297022518, 63, 28.354462039617612, 91, 'Low Risk'),
(197810, 78, 14, '04:46.2', 37.04043368274466, 97.15794324447047, 127, 82, 54, 'Female', 78.87257171729608, 1.8838301137317792, 0.053638921, 45, 22.225038998225134, 97, 'Low Risk'),
(197811, 68, 18, '03:46.2', 36.45959252127551, 95.24899743, 122, 86, 49, 'Male', 94.80058285947185, 1.8653757674673594, 0.093298312, 36, 27.24446889438922, 98, 'Low Risk'),
(197812, 70, 19, '02:46.2', 37.441783099066605, 95.82543062506038, 121, 75, 69, 'Male', 62.79275990763683, 1.7607714002700054, 0.10640677683167653, 46, 20.253664931812505, 90.33333333333333, 'Low Risk'),
(197813, 77, 14, '01:46.2', 36.34458236378059, 96.95602194831844, 127, 71, 76, 'Female', 59.21657086, 1.526170970676936, 0.079629607, 56, 25.42359006683061, 89.66666666666666, 'Low Risk'),
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(197815, 65, 19, '59:46.2', 37.09926007467348, 96.28953288005033, 139, 72, 56, 'Female', 67.62025839965087, 1.8783602953624068, 0.065687137, 67, 19.16545027, 94.33333333333333, 'Low Risk'),
(197816, 78, 12, '58:46.2', 36.817812843307074, 98.22652729752988, 122, 79, 48, 'Female', 78.76576030235023, 1.9301738531723838, 0.1078945024156065, 43, 21.14192914717983, 93.33333333333333, 'Low Risk'),
(197817, 86, 15, '57:46.2', 36.24818437480605, 96.05071783739875, 137, 89, 89, 'Male', 68.35204098314568, 1.5596487877759597, 0.088877927, 48, 28.099452825279098, 105, 'Low Risk'),
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(197820, 61, 18, '54:46.2', 37.269662691938706, 99.20459713896278, 132, 73, 66, 'Male', 84.92864536387636, 1.9401686339046829, 0.145134787, 59, 22.561877589520023, 92.66666666666666, 'Low Risk'),
(197821, 96, 17, '53:46.2', 36.98687656056088, 98.96277845933051, 117, 71, 73, 'Female', 59.20831875, 1.7881306914501802, 0.118996523, 46, 18.517579350385066, 86.33333333333333, 'High Risk'),
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(197824, 74, 18, '50:46.2', 37.337404296352794, 95.96295014549467, 124, 71, 84, 'Male', 85.39627178395345, 1.842272675192588, 0.12470583254200261, 53, 25.16118491442399, 88.66666666666666, 'Low Risk'),
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(197826, 65, 15, '48:46.2', 37.38530269702733, 98.35746908277635, 133, 84, 37, 'Male', 57.85970421411851, 1.7867205510148318, 0.069049014, 49, 18.12437100958213, 100.33333333333333, 'High Risk'),
(197827, 83, 17, '47:46.2', 36.19279406413957, 96.78009859234872, 127, 73, 45, 'Male', 66.00777067025214, 1.961964428792256, 0.090985535, 54, 17.147973626074194, 91, 'High Risk'),
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(197848, 78, 14, '26:46.2', 36.00388718942714, 99.19208681544526, 123, 77, 67, 'Male', 93.90013836918665, 1.5984276789225786, 0.10021506730033014, 46, 36.75193836825974, 92.33333333333333, 'High Risk'),
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(197850, 93, 12, '24:46.2', 36.69002948059325, 97.12626604496413, 122, 79, 62, 'Female', 89.67645013935501, 1.7419695856273498, 0.066477727, 43, 29.55270728363858, 93.33333333333333, 'High Risk'),
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(197856, 71, 15, '18:46.2', 36.689816895966565, 99.94918081537129, 127, 81, 67, 'Male', 81.55734287306856, 1.6082598430260056, 0.1354295170482917, 46, 31.531935672603375, 96.33333333333333, 'High Risk'),
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(197860, 79, 14, '14:46.2', 36.64188622425555, 97.38673694, 137, 76, 82, 'Female', 70.40556412664901, 1.5405153680944146, 0.072863012, 61, 29.667087484518948, 96.33333333333333, 'Low Risk'),
(197861, 69, 15, '13:46.2', 36.909903224416254, 98.38878977196934, 115, 83, 85, 'Male', 71.29321363004087, 1.6729006069914725, 0.1101710899477372, 32, 25.474631707819885, 93.66666666666667, 'Low Risk'),
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(197864, 66, 18, '10:46.2', 36.264425252459795, 96.00156414918935, 136, 86, 66, 'Male', 56.116047259894536, 1.503463541763308, 0.10701863230379818, 50, 24.825686684460585, 102.66666666666666, 'Low Risk'),
(197865, 86, 15, '09:46.2', 36.09067115439776, 97.19752324871756, 129, 84, 44, 'Male', 93.74895888679589, 1.9397580711320606, 0.095506337, 45, 24.915598177820677, 99, 'Low Risk'),
(197866, 77, 18, '08:46.2', 36.81149933, 99.27544392110995, 128, 71, 18, 'Female', 93.86320764486561, 1.6528967539492063, 0.14067902708120833, 57, 34.35610631, 90, 'High Risk'),
(197867, 92, 18, '07:46.2', 36.810983450386246, 99.05822616113115, 136, 72, 81, 'Male', 57.3422838, 1.997030917297652, 0.065052592, 64, 14.378229414876982, 93.33333333333333, 'High Risk'),
(197868, 71, 12, '06:46.2', 37.165430896020084, 98.37016306076573, 134, 77, 73, 'Male', 97.93122736, 1.8146777082950747, 0.1413728477850597, 57, 29.73871431214468, 96, 'Low Risk'),
(197869, 74, 12, '05:46.2', 36.08636689350786, 95.75269151073495, 127, 81, 24, 'Female', 55.710326365999514, 1.7742592659557064, 0.134953096, 46, 17.697076926955123, 96.33333333333333, 'High Risk'),
(197870, 97, 18, '04:46.2', 36.474085443053674, 98.81885365037114, 125, 72, 65, 'Female', 91.91510780516212, 1.547497483485569, 0.096231001, 53, 38.381946700010076, 89.66666666666666, 'High Risk'),
(197871, 66, 15, '03:46.2', 36.39587360179541, 99.30269551093382, 122, 75, 30, 'Female', 62.41728471, 1.5284660490508593, 0.11817058960909473, 47, 26.717343807249108, 90.66666666666667, 'Low Risk'),
(197872, 81, 17, '02:46.2', 37.416642829074945, 96.51001648438522, 118, 79, 72, 'Female', 65.18437877, 1.5643198442800792, 0.053380835, 39, 26.63743614605488, 92, 'Low Risk'),
(197873, 98, 12, '01:46.2', 36.33751970124149, 99.54867674128047, 123, 79, 68, 'Male', 83.14485296787666, 1.9235344412211433, 0.091770619, 44, 22.47167452381818, 93.66666666666667, 'High Risk'),
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(197875, 80, 18, '59:46.2', 36.49842418, 95.54526140821709, 111, 83, 42, 'Male', 71.27632732019964, 1.8520433516384869, 0.10932026353523946, 28, 20.77987913, 92.33333333333333, 'Low Risk'),
(197876, 60, 15, '58:46.2', 36.04137896654413, 95.17133350371185, 123, 87, 49, 'Female', 96.62921446428314, 1.9334618902969078, 0.13345564067722732, 36, 25.84861133392005, 99, 'Low Risk'),
(197877, 68, 15, '57:46.2', 36.69772590739235, 99.64189876822716, 125, 79, 76, 'Male', 90.14413907459844, 1.8379350461716808, 0.096618319, 46, 26.685612612060517, 94.33333333333333, 'Low Risk'),
(197878, 93, 17, '56:46.2', 37.30492847735029, 98.99313820048408, 123, 88, 26, 'Male', 87.87438979756068, 1.891574086055616, 0.14662289956744773, 35, 24.559278890341925, 99.66666666666667, 'High Risk'),
(197879, 77, 17, '55:46.2', 37.180227400436024, 95.63524455097952, 112, 76, 58, 'Female', 90.05351526226582, 1.5986746783316002, 0.13094018444477662, 36, 35.235503193245755, 88, 'High Risk'),
(197880, 63, 13, '54:46.2', 36.94027665, 97.88623468366647, 121, 88, 58, 'Female', 52.082376607129724, 1.9531224762750858, 0.12222049602723326, 33, 13.653117816951335, 99, 'High Risk'),
(197881, 81, 17, '53:46.2', 37.483473178590316, 99.23225405620991, 122, 70, 25, 'Female', 92.61900192327136, 1.6813607987727983, 0.056725893914514325, 52, 32.76259260928076, 87.33333333333333, 'High Risk'),
(197882, 92, 17, '52:46.2', 36.75214108547082, 96.89965772145206, 133, 86, 80, 'Male', 72.46322737755395, 1.8039496061020668, 0.14101101296242047, 47, 22.26736717127217, 101.66666666666667, 'High Risk'),
(197883, 82, 19, '51:46.2', 36.745087718142486, 97.00567127, 114, 81, 53, 'Female', 80.00766364, 1.5460646827099978, 0.085295346, 33, 33.47158431775568, 92, 'High Risk'),
(197884, 81, 19, '50:46.2', 37.410637242072355, 96.39600246185879, 128, 70, 48, 'Male', 98.60296824908195, 1.764255336550145, 0.091350131, 58, 31.678682352098164, 89.33333333333333, 'High Risk'),
(197885, 95, 19, '49:46.2', 37.03665849874362, 98.75526549076245, 120, 74, 72, 'Female', 87.27785017773343, 1.6863223423333085, 0.1009712941662369, 46, 30.691834807510823, 89.33333333333333, 'High Risk'),
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(197905, 84, 16, '29:46.2', 37.41953112202456, 95.75129486546791, 121, 76, 86, 'Male', 80.09553802261703, 1.7539349545616882, 0.061418104, 45, 26.036425257755916, 91, 'Low Risk'),
(197906, 60, 12, '28:46.2', 36.49532992357353, 97.16043905612314, 137, 84, 80, 'Female', 68.57423404958512, 1.9098430504779933, 0.078229838, 53, 18.800335866537058, 101.66666666666666, 'Low Risk'),
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(197912, 82, 18, '22:46.2', 36.62836533214343, 99.70246919022894, 118, 84, 39, 'Male', 57.505188599852666, 1.5201945645857444, 0.11646605577180642, 34, 24.88334043920445, 95.33333333333333, 'Low Risk'),
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(197915, 73, 14, '19:46.2', 36.50715138135016, 95.34788561025647, 123, 70, 82, 'Male', 59.18038686237531, 1.6801135932597957, 0.11606803995036725, 53, 20.96527235900489, 87.66666666666666, 'Low Risk'),
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(197962, 71, 18, '32:46.2', 36.85690775786207, 99.04840475361028, 118, 72, 67, 'Female', 74.37016267057658, 1.5554710731872685, 0.11515601095384585, 46, 30.737946713312446, 87.33333333333333, 'High Risk'),
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(197964, 88, 14, '30:46.2', 36.10916725115363, 99.00479835, 130, 81, 29, 'Female', 79.50069424665695, 1.8416855037694342, 0.074188772, 49, 23.43904872159371, 97.33333333333333, 'Low Risk'),
(197965, 97, 13, '29:46.2', 37.44361623777887, 95.01706564714611, 121, 76, 28, 'Female', 59.32043655843733, 1.5971007477138752, 0.124327609, 45, 23.25625134445844, 91, 'High Risk'),
(197966, 72, 18, '28:46.2', 36.26713869824186, 95.95667573936112, 125, 71, 32, 'Female', 83.23107626353934, 1.765021131969133, 0.061661586, 54, 26.71687704208479, 89, 'Low Risk'),
(197967, 71, 13, '27:46.2', 36.12006876, 95.38364750727169, 132, 84, 22, 'Male', 56.33367119998732, 1.5839674509978894, 0.085242223, 48, 22.453060604826362, 100, 'Low Risk'),
(197968, 90, 13, '26:46.2', 37.082095636128294, 96.43739401370541, 131, 86, 28, 'Male', 80.12625041802904, 1.7336047858930714, 0.13660125887658842, 45, 26.660888923268853, 101, 'Low Risk'),
(197969, 83, 17, '25:46.2', 36.29717810552742, 98.67869229848105, 137, 87, 85, 'Female', 73.52165412000531, 1.643086969026252, 0.058912323, 50, 27.232917267535324, 103.66666666666666, 'Low Risk'),
(197970, 99, 18, '24:46.2', 36.27943694365574, 98.85140682, 117, 74, 80, 'Female', 65.95194216, 1.7014362894594166, 0.094889853, 43, 22.782228645058417, 88.33333333333333, 'High Risk'),
(197971, 93, 16, '23:46.2', 37.27391428265226, 97.59225805974461, 115, 86, 77, 'Female', 56.85223707303074, 1.5890769626912498, 0.052891409, 29, 22.51426093505092, 95.66666666666667, 'High Risk'),
(197972, 63, 17, '22:46.2', 37.457105823110155, 97.3394812, 117, 72, 32, 'Female', 64.73184335030817, 1.6561564593399682, 0.081574923, 45, 23.600176389217633, 87, 'Low Risk'),
(197973, 88, 12, '21:46.2', 36.67953945384952, 99.12114592, 137, 79, 87, 'Male', 97.86757930435046, 1.6653220860507703, 0.1296328285220847, 58, 35.28924466, 98.33333333333333, 'High Risk'),
(197974, 77, 14, '20:46.2', 36.84491351060349, 95.94747672583922, 122, 83, 89, 'Male', 86.62332199759854, 1.7912041667795273, 0.097295688, 39, 26.99881190029506, 96, 'Low Risk'),
(197975, 78, 19, '19:46.2', 36.65531904438895, 97.71582231836516, 116, 70, 74, 'Female', 91.01135070926804, 1.8009974858464604, 0.070855532, 46, 28.058816361568496, 85.33333333333333, 'Low Risk'),
(197976, 94, 15, '18:46.2', 37.14832144803542, 99.90996510420115, 112, 77, 50, 'Female', 59.2677686, 1.884254030386183, 0.10680091854380747, 35, 16.69320285, 88.66666666666667, 'High Risk'),
(197977, 97, 18, '17:46.2', 36.61214993879572, 96.58181108341054, 130, 77, 38, 'Female', 57.38497069595748, 1.6772268707417246, 0.11738855750172732, 53, 20.399265998173906, 94.66666666666666, 'High Risk'),
(197978, 97, 19, '16:46.2', 36.62050906606847, 95.83391287099721, 112, 84, 21, 'Male', 75.01097395226967, 1.9325010746535458, 0.11665770588581126, 28, 20.08562343274047, 93.33333333333333, 'High Risk'),
(197979, 76, 13, '15:46.2', 36.02161333343686, 96.32517757796508, 127, 86, 33, 'Male', 57.57007501, 1.8122835067302832, 0.11780018692512025, 41, 17.528490567762393, 99.66666666666667, 'High Risk'),
(197980, 87, 14, '14:46.2', 36.187223075382526, 98.98565109295606, 125, 72, 65, 'Female', 86.50784486259019, 1.9453045324186313, 0.057287403488724825, 53, 22.86021419938992, 89.66666666666666, 'Low Risk'),
(197981, 89, 19, '13:46.2', 37.439388758664656, 97.62146728, 128, 72, 22, 'Female', 65.99552099240823, 1.6579046983183148, 0.090336603, 56, 24.010175644018634, 90.66666666666666, 'Low Risk'),
(197982, 86, 13, '12:46.2', 36.531579695873894, 97.37865080296731, 121, 85, 20, 'Male', 71.29231532660678, 1.5317186038497193, 0.14912194000902523, 36, 30.386784429680226, 97, 'High Risk'),
(197983, 74, 12, '11:46.2', 36.518327612401976, 96.48160888834812, 119, 89, 28, 'Male', 55.734556278617866, 1.9301127242752203, 0.13962874554792726, 30, 14.960950990312396, 99, 'High Risk'),
(197984, 83, 13, '10:46.2', 36.63288706212059, 98.52379979078992, 114, 82, 24, 'Female', 83.70329779046523, 1.6939272496548372, 0.060911573, 32, 29.171117061399702, 92.66666666666667, 'Low Risk'),
(197985, 99, 18, '09:46.2', 36.44544577583753, 99.91199998208984, 126, 84, 29, 'Male', 86.13979038953471, 1.8808790825662642, 0.11820120437359823, 42, 24.34905200965589, 98, 'High Risk'),
(197986, 67, 19, '08:46.2', 37.15032802509468, 95.91671120649988, 114, 84, 81, 'Female', 81.92049304, 1.5721267279155533, 0.12354858697361483, 30, 33.14495661874707, 94, 'High Risk'),
(197987, 71, 19, '07:46.2', 36.4474283, 97.57300428, 127, 73, 78, 'Female', 74.73095378075176, 1.928380454635882, 0.13076271832098343, 54, 20.09625270217671, 91, 'Low Risk'),
(197988, 68, 15, '06:46.2', 36.93981482, 97.27818740557565, 125, 76, 18, 'Female', 60.808690331975875, 1.586618227465262, 0.13519335818230127, 49, 24.15576363476178, 92.33333333333333, 'Low Risk'),
(197989, 66, 16, '05:46.2', 36.612072988032644, 99.18176315215243, 134, 80, 72, 'Male', 71.48025908291712, 1.6967030600585955, 0.11219911443490119, 54, 24.82986919874975, 98, 'Low Risk'),
(197990, 99, 18, '04:46.2', 36.347332595379754, 95.81256869043123, 117, 85, 82, 'Female', 78.55822269489354, 1.9725055466433183, 0.11437443694640301, 32, 20.19087700172375, 95.66666666666667, 'High Risk'),
(197991, 76, 14, '03:46.2', 37.19348313137321, 97.65412113318493, 131, 83, 32, 'Male', 81.68668354063423, 1.8550205448088661, 0.1314618174657574, 48, 23.7385297, 99, 'Low Risk'),
(197992, 60, 13, '02:46.2', 36.62106548763292, 95.09627718, 111, 73, 26, 'Male', 87.00713961735565, 1.682571362215467, 0.087851988, 38, 30.733208737599988, 85.66666666666667, 'High Risk'),
(197993, 86, 14, '01:46.2', 36.55695600218084, 98.40897141, 119, 81, 88, 'Female', 51.06388125363758, 1.5109969040053786, 0.088970384, 38, 22.365915127173103, 93.66666666666667, 'Low Risk'),
(197994, 80, 18, '00:46.2', 37.33488399445974, 95.10698608, 115, 76, 28, 'Male', 74.90292335, 1.863895557106581, 0.14876267284405337, 39, 21.560340813441332, 89, 'Low Risk'),
(197995, 79, 14, '59:46.2', 37.15009834398506, 96.26780009496147, 113, 72, 45, 'Female', 76.99363396088665, 1.8125797642291803, 0.13195709290457477, 41, 23.434762885181108, 85.66666666666667, 'Low Risk'),
(197996, 99, 14, '58:46.2', 36.28847248785293, 95.06002193701066, 121, 82, 53, 'Female', 75.78847898697293, 1.7003306662376583, 0.10515448591602464, 39, 26.21418838088435, 95, 'High Risk'),
(197997, 71, 16, '57:46.2', 36.36584110480494, 98.04646515656614, 130, 80, 54, 'Male', 87.46807238, 1.8506561330966642, 0.097093108, 50, 25.538659276133963, 96.66666666666666, 'Low Risk'),
(197998, 73, 16, '56:46.2', 36.23429888591465, 98.01360961384192, 133, 73, 80, 'Male', 97.72733719401455, 1.641222048121797, 0.080385932, 60, 36.28117806304907, 93, 'High Risk'),
(197999, 74, 15, '55:46.2', 36.27804463963387, 96.89065154780153, 114, 83, 58, 'Male', 72.31011652059419, 1.6621012369011012, 0.1379182926640425, 31, 26.174844842489186, 93.33333333333333, 'Low Risk'),
(198000, 94, 19, '54:46.2', 36.25998949348572, 95.54246293220922, 110, 74, 68, 'Male', 93.77220560999021, 1.8472764413513847, 0.13907434397130752, 36, 27.479596275639764, 86, 'High Risk'),
(198001, 74, 18, '53:46.2', 36.07578964446748, 96.09768171723726, 133, 80, 32, 'Male', 88.83095713348058, 1.5818385749987038, 0.12311509576404552, 53, 35.50095347084825, 97.66666666666666, 'High Risk'),
(198002, 61, 18, '52:46.2', 36.41704774195311, 99.69791306235794, 126, 77, 61, 'Male', 92.01826538062403, 1.9137600015264826, 0.091984569, 49, 25.124596482589848, 93.33333333333333, 'Low Risk'),
(198003, 82, 17, '51:46.2', 36.50386541954056, 98.88066377717414, 110, 87, 71, 'Female', 73.84847228733454, 1.9387635781273853, 0.062933125, 23, 19.64679938743874, 94.66666666666667, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(198004, 77, 12, '50:46.2', 36.92220498801764, 95.77069773633856, 111, 84, 44, 'Female', 96.04557525615303, 1.7637386067706042, 0.051263352, 27, 30.875138848688728, 93, 'High Risk'),
(198005, 91, 14, '49:46.2', 36.60221834511908, 96.93656382676843, 133, 85, 57, 'Male', 58.899369879350516, 1.6793174262536372, 0.14368431283487026, 48, 20.885508777121952, 101, 'High Risk'),
(198006, 80, 15, '48:46.2', 36.71874363116077, 98.84477628635503, 138, 83, 87, 'Male', 89.82346313395624, 1.585634492078889, 0.073583732, 55, 35.72593686850002, 101.33333333333333, 'High Risk'),
(198007, 61, 12, '47:46.2', 37.03635147945482, 98.22763445989723, 114, 86, 42, 'Male', 88.61989935, 1.8654572609343383, 0.059794837062074405, 28, 25.465994766462657, 95.33333333333333, 'Low Risk'),
(198008, 77, 17, '46:46.2', 36.48789159616571, 99.71482428898463, 124, 87, 57, 'Female', 60.08959792421313, 1.5781453662287428, 0.088225763, 37, 24.127109157818463, 99.33333333333333, 'Low Risk'),
(198009, 70, 17, '45:46.2', 36.037739343125324, 97.97114274702741, 136, 89, 46, 'Male', 62.23541285960289, 1.6789153707920255, 0.054292163, 47, 22.07902872913479, 104.66666666666667, 'Low Risk'),
(198010, 68, 12, '44:46.2', 36.862352930750156, 97.00885487621377, 112, 85, 84, 'Male', 69.75417475, 1.8907592324498517, 0.098527095, 27, 19.511818415975288, 94, 'Low Risk'),
(198011, 69, 14, '43:46.2', 36.80847271431959, 96.69825580771119, 117, 87, 22, 'Male', 96.35303567087078, 1.5559257972625011, 0.063651703, 30, 39.80041853, 97, 'High Risk'),
(198012, 99, 17, '42:46.2', 36.752964650043786, 95.41462719920995, 135, 89, 48, 'Male', 56.51408988471705, 1.588441737268111, 0.11824716569031758, 46, 22.398253635086746, 104.33333333333333, 'High Risk'),
(198013, 95, 17, '41:46.2', 36.792520103169444, 98.66841468412876, 112, 86, 37, 'Male', 52.40712826, 1.643541924718754, 0.10253906157452947, 26, 19.401208755827618, 94.66666666666667, 'High Risk'),
(198014, 74, 16, '40:46.2', 36.34040500632194, 98.28702738172605, 128, 88, 79, 'Female', 78.80027721214776, 1.8092367187769105, 0.12256955373099843, 40, 24.07337376671883, 101.33333333333333, 'Low Risk'),
(198015, 72, 19, '39:46.2', 37.15141098, 99.97362369476762, 122, 89, 70, 'Female', 67.77775703, 1.8454806651876974, 0.054783937, 33, 19.900692703593077, 100, 'Low Risk'),
(198016, 87, 19, '38:46.2', 36.43503956698762, 95.85041501844033, 124, 72, 32, 'Male', 59.10489525054868, 1.727028833, 0.12667790514177163, 52, 19.81637789237123, 89.33333333333333, 'Low Risk'),
(198017, 77, 18, '37:46.2', 36.28346471500743, 97.22622733669193, 133, 79, 72, 'Female', 82.92327643661878, 1.5716237865820424, 0.1345598670260341, 54, 33.57215866455696, 97, 'High Risk'),
(198018, 84, 18, '36:46.2', 36.12611555562536, 95.92363365612968, 113, 80, 62, 'Male', 98.97189081997688, 1.5819500697430158, 0.14928011745426079, 33, 39.548163726368884, 91, 'High Risk'),
(198019, 62, 13, '35:46.2', 36.89879182132519, 95.13888991068629, 127, 83, 68, 'Male', 73.02737922884427, 1.595938192799876, 0.078566257, 44, 28.671708924619935, 97.66666666666667, 'Low Risk'),
(198020, 72, 12, '34:46.2', 36.634535673177474, 98.08140718451438, 124, 79, 63, 'Male', 58.543225674883516, 1.603392155396156, 0.099648327, 45, 22.771788368355796, 94, 'Low Risk'),
(198021, 71, 14, '33:46.2', 37.15416136584927, 97.29243963289339, 120, 81, 34, 'Female', 87.45041502554861, 1.9580846201665936, 0.067443453, 39, 22.808617513224092, 94, 'Low Risk'),
(198022, 96, 18, '32:46.2', 37.392199704925474, 98.17049477624556, 138, 89, 55, 'Female', 87.56890953078783, 1.7520200013889355, 0.12785312534353138, 49, 28.528032586375613, 105.33333333333333, 'High Risk'),
(198023, 81, 18, '31:46.2', 37.455949599774314, 98.26508991798052, 126, 75, 73, 'Female', 90.43233817221693, 1.5814843861914136, 0.059566407, 51, 36.15712934225266, 92, 'High Risk'),
(198024, 64, 12, '30:46.2', 36.76952714916059, 95.34196276422531, 133, 79, 64, 'Male', 58.08653710135363, 1.5528419702623886, 0.11976574872603206, 54, 24.08912165641362, 97, 'Low Risk'),
(198025, 93, 13, '29:46.2', 37.04291627892449, 97.55704785978158, 131, 89, 53, 'Female', 61.84668293652278, 1.8180011642439988, 0.14956684690729216, 42, 18.712339907242562, 103, 'High Risk'),
(198026, 97, 18, '28:46.2', 36.85498604, 97.20521809201705, 123, 82, 66, 'Male', 80.82191249511182, 1.5359041257534298, 0.1393172301594794, 41, 34.26106895659029, 95.66666666666667, 'High Risk'),
(198027, 96, 17, '27:46.2', 36.47522869, 96.11690310028095, 114, 80, 64, 'Female', 78.19801493288927, 1.6161459641228006, 0.06980285, 34, 29.93881209541507, 91.33333333333333, 'High Risk'),
(198028, 97, 19, '26:46.2', 36.999164968962255, 97.48959888512155, 125, 89, 79, 'Female', 89.23289318627215, 1.622905991616825, 0.091768722, 36, 33.879597881199786, 101, 'High Risk'),
(198029, 83, 14, '25:46.2', 36.215674776524544, 95.93618432017016, 131, 86, 74, 'Male', 90.67118752692701, 1.7919784803620864, 0.13086137341433862, 45, 28.236035796851976, 101, 'Low Risk'),
(198030, 67, 13, '24:46.2', 37.22278909016081, 95.96306674790357, 139, 70, 49, 'Female', 74.26994869523502, 1.9423701170500771, 0.11960433985212894, 69, 19.685622293407828, 93, 'Low Risk'),
(198031, 71, 13, '23:46.2', 36.406104472454025, 97.55313848229672, 136, 83, 37, 'Female', 50.49436075809377, 1.6825365933500764, 0.12462456126951917, 53, 17.836672639314212, 100.66666666666666, 'High Risk'),
(198032, 71, 13, '22:46.2', 36.424865739356804, 95.62484308835883, 116, 86, 86, 'Female', 60.25443318469273, 1.8667025299440385, 0.079206175, 30, 17.29174304227955, 96, 'High Risk'),
(198033, 83, 18, '21:46.2', 36.18413739370958, 96.01946738091436, 128, 82, 77, 'Male', 87.55080487304613, 1.7808621359126708, 0.14016534213212173, 46, 27.605749489237727, 97.33333333333333, 'Low Risk'),
(198034, 84, 15, '20:46.2', 36.861279997015586, 96.58937843453286, 120, 83, 49, 'Female', 67.67652865173335, 1.630240405488789, 0.1458791940067674, 37, 25.464477440454512, 95.33333333333333, 'Low Risk'),
(198035, 80, 18, '19:46.2', 36.251417737858326, 96.02704063832577, 116, 81, 85, 'Male', 95.26228106766382, 1.907477128886612, 0.083855798, 35, 26.18196860830898, 92.66666666666667, 'Low Risk'),
(198036, 73, 18, '18:46.2', 37.43959096780811, 98.53149742, 129, 80, 50, 'Female', 83.60155520061892, 1.936228467, 0.10122434671297101, 49, 22.29980957953883, 96.33333333333333, 'Low Risk'),
(198037, 76, 14, '17:46.2', 36.03209197696724, 98.77457091382203, 113, 77, 34, 'Female', 50.69159039550341, 1.6752605552212354, 0.074855414, 36, 18.062222634097008, 89, 'High Risk'),
(198038, 64, 15, '16:46.2', 36.33080213869797, 96.44065607163307, 121, 71, 60, 'Female', 51.86225269752106, 1.945003209961047, 0.1198999964164513, 50, 13.70915643290532, 87.66666666666666, 'High Risk'),
(198039, 90, 18, '15:46.2', 36.21559027909508, 98.13943493450428, 135, 83, 37, 'Male', 50.75162206572986, 1.5686659296668135, 0.062747997, 52, 20.62476453508501, 100.33333333333333, 'Low Risk'),
(198040, 76, 19, '14:46.2', 37.06119390092465, 99.21803412375722, 134, 70, 83, 'Male', 82.28732202564544, 1.7730259693388652, 0.083608552, 64, 26.17596705311122, 91.33333333333333, 'Low Risk'),
(198041, 65, 17, '13:46.2', 36.472379697764715, 97.52785357960033, 130, 71, 45, 'Male', 72.18031419671999, 1.927170057564958, 0.075985987, 59, 19.434737959216367, 90.66666666666666, 'Low Risk'),
(198042, 80, 14, '12:46.2', 36.71003130545855, 96.10195316375462, 131, 79, 82, 'Male', 87.56083983, 1.5898481820221884, 0.14594474525360612, 52, 34.64165316707277, 96.33333333333333, 'High Risk'),
(198043, 60, 15, '11:46.2', 36.85706414263615, 98.34146234176917, 115, 83, 86, 'Female', 54.81193032023699, 1.6546165570418487, 0.10519257015760075, 32, 20.020751047396754, 93.66666666666667, 'Low Risk'),
(198044, 63, 13, '10:46.2', 36.268302429895556, 97.14284453991645, 139, 87, 86, 'Female', 91.45998428, 1.9372100669504206, 0.1303482962809801, 52, 24.371243446322325, 104.33333333333333, 'Low Risk'),
(198045, 92, 14, '09:46.2', 37.26626724578256, 99.54669517, 133, 73, 65, 'Female', 99.49641194027106, 1.7894226588152844, 0.12484380847280004, 60, 31.072883352235284, 93, 'High Risk'),
(198046, 77, 19, '08:46.2', 36.52400803272141, 97.75324696806352, 119, 76, 22, 'Male', 73.87013007412688, 1.6935277145965124, 0.065816386, 43, 25.756345799223816, 90.33333333333333, 'Low Risk'),
(198047, 90, 14, '07:46.2', 37.35346109735759, 99.69314944648477, 127, 79, 63, 'Male', 78.48703687303937, 1.6298672058687038, 0.11595919091204442, 48, 29.545646025141696, 95, 'Low Risk'),
(198048, 69, 14, '06:46.2', 36.54682668370882, 98.17280826548985, 127, 75, 87, 'Male', 93.85860453348107, 1.7956924826760476, 0.053259279907591245, 52, 29.10785238522751, 92.33333333333333, 'Low Risk'),
(198049, 67, 18, '05:46.2', 36.60642105708295, 99.67672214538045, 137, 85, 45, 'Male', 85.79652912816907, 1.792640057411298, 0.089929678, 52, 26.698294882083722, 102.33333333333333, 'Low Risk'),
(198050, 73, 14, '04:46.2', 36.80704507498668, 98.61532421090355, 128, 85, 73, 'Male', 54.10190881905659, 1.5910045944238016, 0.13296747144232712, 43, 21.37320840867294, 99.33333333333333, 'Low Risk'),
(198051, 72, 13, '03:46.2', 37.01443353432849, 95.07742123560664, 129, 88, 66, 'Male', 50.97982000056943, 1.5944328618689214, 0.083757238, 41, 20.053298764688183, 101.66666666666667, 'Low Risk'),
(198052, 79, 13, '02:46.2', 36.25994351077012, 97.21335834, 135, 83, 18, 'Female', 93.07105971622477, 1.8149794259876806, 0.12521726853012044, 52, 28.25343435080591, 100.33333333333333, 'Low Risk'),
(198053, 86, 17, '01:46.2', 36.38401873447917, 99.16937206121796, 113, 71, 79, 'Male', 67.24366298267182, 1.7111212252852197, 0.064534915, 42, 22.966235082402815, 85, 'Low Risk'),
(198054, 84, 16, '00:46.2', 36.58891314337948, 98.76167462908478, 115, 85, 75, 'Female', 85.89626911336012, 1.5660978577966769, 0.14051625353111702, 30, 35.021642442251625, 95, 'High Risk'),
(198055, 88, 14, '59:46.2', 36.55747517848084, 95.20372793290717, 110, 80, 23, 'Male', 93.68585713791535, 1.6021664347711986, 0.053149883105854105, 30, 36.49713520312689, 90, 'High Risk'),
(198056, 72, 19, '58:46.2', 36.14773904630639, 96.55283317, 114, 85, 36, 'Male', 73.39582126, 1.8405322505024233, 0.10549090914351614, 29, 21.66628596447289, 94.66666666666667, 'Low Risk'),
(198057, 72, 15, '57:46.2', 36.129166271670904, 98.58004196, 129, 86, 27, 'Male', 77.56863757095854, 1.795436411780961, 0.088961197, 43, 24.062796956536502, 100.33333333333333, 'Low Risk'),
(198058, 67, 16, '56:46.2', 36.19692553533168, 98.35712638249666, 125, 79, 44, 'Male', 53.84986568329011, 1.7968069543194907, 0.11029640690781067, 46, 16.679452264840258, 94.33333333333333, 'High Risk'),
(198059, 66, 12, '55:46.2', 37.08160435236866, 96.30158181891638, 123, 80, 81, 'Male', 83.07440001852294, 1.9067243762952952, 0.13386123184529236, 43, 22.850272090310487, 94.33333333333333, 'Low Risk'),
(198060, 70, 14, '54:46.2', 36.08235540033722, 96.49728435701003, 114, 70, 37, 'Female', 90.32850519245572, 1.910378845961779, 0.076799926, 44, 24.750605184306718, 84.66666666666667, 'Low Risk'),
(198061, 83, 14, '53:46.2', 37.48753082806151, 98.44441712581177, 126, 74, 68, 'Female', 81.05258814, 1.8801393523955152, 0.065281356, 52, 22.92908942140983, 91.33333333333333, 'Low Risk'),
(198062, 84, 16, '52:46.2', 37.31313587804844, 97.28145655377446, 130, 77, 21, 'Male', 73.34909553752193, 1.7715693446238943, 0.1459832912065176, 53, 23.37106211843092, 94.66666666666666, 'Low Risk'),
(198063, 94, 12, '51:46.2', 36.567452915327294, 96.70382103187144, 112, 80, 64, 'Female', 84.00453540805857, 1.9957657929889037, 0.14316710972684163, 32, 21.090340188719587, 90.66666666666667, 'High Risk'),
(198064, 82, 15, '50:46.2', 37.07360515166996, 98.00290616657577, 110, 73, 34, 'Female', 89.20565763373995, 1.7575438111100152, 0.076333834, 37, 28.878862294304948, 85.33333333333333, 'Low Risk'),
(198065, 88, 12, '49:46.2', 36.37428642303908, 96.32755503, 129, 78, 44, 'Male', 75.85437870835848, 1.933631990109986, 0.071853688, 51, 20.287709177686374, 95, 'Low Risk'),
(198066, 81, 14, '48:46.2', 37.16154714563735, 96.63814297951023, 114, 82, 60, 'Male', 97.82183798, 1.8387894026523703, 0.091287239, 32, 28.931558844424117, 92.66666666666667, 'Low Risk'),
(198067, 89, 13, '47:46.2', 37.31503353755337, 98.75335229075291, 126, 82, 66, 'Male', 55.76037295230458, 1.7621519334252334, 0.1441578323746902, 44, 17.957214419665405, 96.66666666666667, 'High Risk'),
(198068, 87, 13, '46:46.2', 37.19898363937912, 99.33880081100763, 128, 89, 78, 'Female', 64.90759579703891, 1.6376545504776177, 0.073647887, 39, 24.20198182119775, 102, 'Low Risk'),
(198069, 64, 12, '45:46.2', 37.44527899157452, 96.37703732870206, 136, 86, 67, 'Male', 78.18942762156844, 1.899865474534594, 0.10633587582468083, 50, 21.66218860674819, 102.66666666666666, 'Low Risk'),
(198070, 79, 18, '44:46.2', 36.152969068103495, 96.27033228593078, 138, 87, 51, 'Female', 95.65706062411053, 1.9183795699747679, 0.11485641323409763, 51, 25.992493869460016, 104, 'Low Risk'),
(198071, 91, 14, '43:46.2', 37.34646228840079, 99.07436097734563, 126, 72, 20, 'Male', 66.55774726349355, 1.818560136339259, 0.096197322, 54, 20.125342515128064, 90, 'High Risk'),
(198072, 68, 17, '42:46.2', 37.252886153511774, 97.62873215863551, 138, 77, 30, 'Male', 59.29332263491928, 1.5920931155793248, 0.1147430509794849, 61, 23.39208098746714, 97.33333333333333, 'Low Risk'),
(198073, 88, 17, '41:46.2', 37.36926177021716, 97.85530937, 139, 73, 73, 'Male', 63.15939212627129, 1.7329783818370625, 0.058616096, 66, 21.030599422440115, 95, 'Low Risk'),
(198074, 95, 18, '40:46.2', 36.07373327, 97.58849358744578, 115, 75, 89, 'Female', 64.87687699984222, 1.956913058626251, 0.088056132, 40, 16.94130546761405, 88.33333333333333, 'High Risk'),
(198075, 68, 17, '39:46.2', 36.647281186972805, 96.83503598959179, 113, 86, 55, 'Female', 80.47580784472964, 1.9039629650099397, 0.1465712334537247, 27, 22.19976372, 95, 'Low Risk'),
(198076, 91, 16, '38:46.2', 36.64628099635139, 96.35852392427576, 135, 75, 50, 'Male', 69.82456531326866, 1.827500747868318, 0.083187009, 60, 20.907067144391853, 95, 'High Risk'),
(198077, 80, 17, '37:46.2', 37.282696755310674, 97.07692474724875, 123, 84, 81, 'Male', 91.03540280788701, 1.9848612779120476, 0.090134323, 39, 23.107342396281172, 97, 'Low Risk'),
(198078, 70, 15, '36:46.2', 37.28118890096625, 99.41999934192688, 120, 70, 53, 'Female', 77.48791186, 1.7957913719429928, 0.1387732744411691, 50, 24.028253020170784, 86.66666666666666, 'Low Risk'),
(198079, 77, 19, '35:46.2', 36.37580808223556, 98.42275473982643, 132, 71, 27, 'Female', 73.0072012, 1.8255974002211093, 0.13384986204185778, 61, 21.90562669883154, 91.33333333333333, 'Low Risk'),
(198080, 75, 16, '34:46.2', 37.434121213621104, 98.85354320298508, 136, 88, 82, 'Female', 50.10283166257926, 1.950629279064851, 0.059854005, 48, 13.167787039750797, 104, 'High Risk'),
(198081, 77, 12, '33:46.2', 36.080013442510065, 99.59933995993296, 128, 89, 62, 'Male', 61.19996490086703, 1.9438690051867584, 0.12211545157390181, 39, 16.196351110794772, 102, 'High Risk'),
(198082, 90, 18, '32:46.2', 36.84284002288432, 99.74914863, 137, 82, 26, 'Male', 56.04547424550227, 1.508367157619952, 0.069837304, 55, 24.633516499442607, 100.33333333333333, 'Low Risk'),
(198083, 88, 16, '31:46.2', 37.14245443668789, 96.17532705019262, 127, 82, 78, 'Female', 64.19078877187948, 1.9505943924281972, 0.058774626, 45, 16.87092013604729, 97, 'High Risk'),
(198084, 77, 19, '30:46.2', 37.314368892007835, 96.20826754227194, 133, 80, 54, 'Female', 84.31842523195029, 1.6481755352356378, 0.097732419, 53, 31.039560271331162, 97.66666666666666, 'High Risk'),
(198085, 79, 12, '29:46.2', 37.13646743752384, 97.96616360667915, 137, 73, 19, 'Female', 71.37940211, 1.7367288289278122, 0.10486863740187972, 64, 23.665129154337507, 94.33333333333333, 'Low Risk'),
(198086, 89, 19, '28:46.2', 37.07321668241229, 96.11158749232591, 115, 77, 39, 'Female', 96.60936655739752, 1.8543114676192172, 0.12085485231456246, 38, 28.09660631866071, 89.66666666666667, 'Low Risk'),
(198087, 86, 13, '27:46.2', 36.67077436277357, 97.34536058594364, 119, 77, 88, 'Male', 89.48514868544909, 1.7091748890449379, 0.065986486, 42, 30.63218363284859, 91, 'High Risk'),
(198088, 87, 15, '26:46.2', 37.32290536486939, 98.63340153073564, 110, 89, 77, 'Female', 51.50480075980171, 1.6064030574124066, 0.10220977947053188, 21, 19.958994909814866, 96, 'Low Risk'),
(198089, 66, 19, '25:46.2', 36.635818583347785, 96.72243147992181, 122, 72, 68, 'Female', 92.40421951125398, 1.5297516109364044, 0.092962136, 50, 39.48662039887187, 88.66666666666666, 'High Risk'),
(198090, 91, 19, '24:46.2', 36.191210737313405, 97.85403698410227, 124, 70, 53, 'Female', 97.50699751, 1.6462593611090617, 0.14259780143794168, 54, 35.978186491744175, 88, 'High Risk'),
(198091, 98, 18, '23:46.2', 36.72463157380827, 95.10341568387258, 137, 75, 23, 'Male', 83.14159512264021, 1.6430623748861382, 0.12588110966684785, 62, 30.79713034164387, 95.66666666666666, 'High Risk'),
(198092, 86, 12, '22:46.2', 36.09241158739176, 96.80803609403738, 123, 75, 55, 'Male', 99.84099645054155, 1.516769494764783, 0.093103438, 48, 43.398002016498125, 91, 'High Risk'),
(198093, 63, 17, '21:46.2', 36.28923053344694, 96.1837144, 119, 75, 66, 'Female', 54.03689904, 1.754355431063175, 0.10040671965268366, 44, 17.557199633144368, 89.66666666666667, 'High Risk'),
(198094, 64, 19, '20:46.2', 37.07524064510116, 96.32391167, 110, 73, 40, 'Female', 60.62652222615584, 1.5494909042268041, 0.1069808774338882, 37, 25.251349545491863, 85.33333333333333, 'Low Risk'),
(198095, 91, 14, '19:46.2', 36.70696883432105, 95.10608792492054, 119, 70, 44, 'Male', 64.39915495539212, 1.7127697890718903, 0.1247772076067203, 49, 21.952408751151825, 86.33333333333333, 'High Risk'),
(198096, 61, 18, '18:46.2', 36.138443246583336, 99.35605975515925, 131, 80, 31, 'Male', 96.65286251123325, 1.8147906398108722, 0.10593767862630742, 51, 29.346861303888517, 97, 'Low Risk'),
(198097, 81, 13, '17:46.2', 36.82052616689869, 98.80342348886299, 137, 71, 56, 'Male', 80.32360436228345, 1.727670309190629, 0.13977453124220107, 66, 26.910480279275262, 93, 'Low Risk'),
(198098, 72, 12, '16:46.2', 37.03364197784993, 96.37190666247771, 113, 81, 26, 'Male', 96.72325618757631, 1.7284572269242136, 0.10234393082126174, 32, 32.37528759657239, 91.66666666666667, 'High Risk'),
(198099, 96, 19, '15:46.2', 36.248752535258674, 96.10164760130637, 131, 81, 64, 'Male', 59.46806636175319, 1.965272527529629, 0.071087252, 50, 15.397075912136692, 97.66666666666666, 'High Risk'),
(198100, 88, 17, '14:46.2', 37.409432518733674, 96.17603296309208, 114, 75, 63, 'Male', 98.08612116, 1.9751724869081533, 0.055278124, 39, 25.141865898180264, 88, 'Low Risk'),
(198101, 97, 14, '13:46.2', 37.123785840109804, 98.51070961, 113, 76, 35, 'Female', 69.506278, 1.559311569270115, 0.1357605166577811, 37, 28.58631866990852, 88.33333333333333, 'High Risk'),
(198102, 67, 17, '12:46.2', 37.165263514552635, 96.69449405665068, 116, 72, 59, 'Female', 54.686704937097836, 1.6653374191657775, 0.071420326, 44, 19.718654401142672, 86.66666666666667, 'Low Risk'),
(198103, 85, 13, '11:46.2', 36.62352201, 98.55838589388424, 110, 71, 85, 'Female', 63.47262553697834, 1.9421670183433681, 0.050455387, 39, 16.827256461854876, 84, 'High Risk'),
(198104, 92, 14, '10:46.2', 36.908586213025565, 95.55732679011928, 114, 85, 59, 'Female', 73.99771208752199, 1.8985677773052214, 0.11030163471192286, 29, 20.528918979292822, 94.66666666666667, 'High Risk'),
(198105, 70, 15, '09:46.2', 36.57455279731203, 98.93461471, 130, 70, 87, 'Male', 94.14784223, 1.829176638339063, 0.065155261, 60, 28.13837924740201, 90, 'Low Risk'),
(198106, 93, 14, '08:46.2', 36.74663143764455, 95.27444094, 122, 87, 48, 'Male', 93.03187649014296, 1.8171500972207375, 0.12979541234227032, 35, 28.17410817, 98.66666666666667, 'High Risk'),
(198107, 70, 16, '07:46.2', 36.75327696784754, 95.23367707123563, 123, 70, 45, 'Female', 67.65624394796467, 1.8240400393508787, 0.090014099, 53, 20.334764587246852, 87.66666666666666, 'Low Risk'),
(198108, 76, 18, '06:46.2', 36.85513322205155, 98.59354687257701, 110, 70, 19, 'Female', 59.57755973434752, 1.9498086904519032, 0.075061484, 40, 15.671072047619173, 83.33333333333333, 'High Risk'),
(198109, 60, 14, '05:46.2', 36.462522829513055, 99.51673717900641, 127, 81, 31, 'Male', 65.37859375268955, 1.5052444173282171, 0.11378960832402521, 46, 28.855029632987247, 96.33333333333333, 'Low Risk'),
(198110, 76, 17, '04:46.2', 36.91639791309932, 97.63149904, 128, 73, 77, 'Male', 87.98431101982479, 1.980798108388712, 0.1479278389247296, 55, 22.42460554109658, 91.33333333333333, 'Low Risk'),
(198111, 62, 18, '03:46.2', 37.09405503861244, 95.64942255, 127, 83, 24, 'Male', 75.68577716817398, 1.7964178830673876, 0.056523395, 44, 23.453061115806502, 97.66666666666667, 'Low Risk'),
(198112, 61, 15, '02:46.2', 36.35152633897052, 95.68787700124508, 137, 74, 53, 'Female', 91.43367107192603, 1.9945764229861846, 0.11800063556121676, 63, 22.982898275211568, 95, 'Low Risk'),
(198113, 75, 12, '01:46.2', 37.48719557224513, 99.39661531187755, 116, 73, 18, 'Male', 68.25246726868349, 1.5454540932725354, 0.077859334, 43, 28.57630924644692, 87.33333333333333, 'Low Risk'),
(198114, 79, 17, '00:46.2', 36.814259207311444, 96.88180983, 110, 84, 56, 'Male', 61.60195996451872, 1.8699854649228689, 0.056196068152544444, 26, 17.61643673288751, 92.66666666666667, 'High Risk'),
(198115, 92, 16, '59:46.2', 36.866663818626286, 98.83623951225182, 139, 81, 83, 'Male', 67.05316264, 1.7732121121459743, 0.061939705, 58, 21.32543449179784, 100.33333333333333, 'High Risk'),
(198116, 67, 19, '58:46.2', 37.05912487848348, 95.90078813675676, 122, 70, 37, 'Male', 66.12422138, 1.6378125726688926, 0.11497987860141236, 52, 24.650865374382153, 87.33333333333333, 'Low Risk'),
(198117, 87, 15, '57:46.2', 36.279307363092904, 99.02751578241299, 132, 80, 49, 'Male', 53.274520530731415, 1.9252973066770396, 0.11021588724156747, 52, 14.372222870024183, 97.33333333333333, 'High Risk'),
(198118, 79, 18, '56:46.2', 36.351456730344786, 97.41790242575557, 118, 74, 39, 'Male', 96.36339534195291, 1.5022195720536122, 0.062007345293111076, 44, 42.701709514992814, 88.66666666666667, 'High Risk'),
(198119, 86, 19, '55:46.2', 36.93587396059108, 97.23806626947285, 122, 87, 63, 'Male', 94.13018903745423, 1.8637460869640374, 0.10247196129028316, 35, 27.099135817576556, 98.66666666666667, 'Low Risk'),
(198120, 83, 13, '54:46.2', 36.72863988762263, 99.24248094245117, 116, 86, 38, 'Female', 79.98321572137812, 1.9087390862345062, 0.13761616795708306, 30, 21.953598999716192, 96, 'Low Risk'),
(198121, 81, 15, '53:46.2', 36.04726200095749, 97.67551822, 135, 78, 26, 'Male', 58.606163327312586, 1.9207728583039678, 0.063596478, 57, 15.885148187716663, 97, 'High Risk'),
(198122, 99, 13, '52:46.2', 37.30459854817461, 96.17501858226886, 111, 72, 44, 'Female', 77.39926972988891, 1.7463340858131084, 0.071840105, 39, 25.379449715594763, 85, 'High Risk'),
(198123, 75, 18, '51:46.2', 36.601833512022964, 99.99001453633899, 114, 76, 73, 'Female', 57.501407219533704, 1.871438425072936, 0.069265464, 38, 16.41826981682427, 88.66666666666667, 'High Risk'),
(198124, 98, 18, '50:46.2', 37.05954626447128, 95.94203019332734, 125, 84, 77, 'Female', 85.04155452315135, 1.6491580371156878, 0.14933048361997925, 41, 31.268470559914007, 97.66666666666667, 'High Risk'),
(198125, 61, 15, '49:46.2', 36.17231021276038, 97.07260840675472, 134, 88, 45, 'Male', 60.75155419, 1.937863778051025, 0.078032348, 46, 16.17748115816316, 103.33333333333333, 'High Risk'),
(198126, 94, 15, '48:46.2', 36.85738999, 96.90996973966524, 132, 88, 85, 'Female', 96.06221651536191, 1.6455938464836048, 0.1105673657581564, 44, 35.47376574889512, 102.66666666666667, 'High Risk'),
(198127, 69, 14, '47:46.2', 37.40055266926472, 96.136666, 138, 83, 84, 'Female', 60.13992572195143, 1.770271093511474, 0.093982413, 55, 19.19036926495205, 101.33333333333333, 'Low Risk'),
(198128, 95, 15, '46:46.2', 37.40534663628583, 98.35745401, 123, 77, 35, 'Female', 96.37640465218948, 1.513165991804444, 0.13921522748556647, 46, 42.09180761571307, 92.33333333333333, 'High Risk'),
(198129, 86, 14, '45:46.2', 36.335896861969466, 96.52716498267024, 133, 87, 29, 'Female', 86.74480956691086, 1.590796459586325, 0.08937555, 46, 34.27790465237913, 102.33333333333333, 'High Risk'),
(198130, 70, 14, '44:46.2', 37.41317139410952, 99.12791195773687, 125, 87, 43, 'Male', 62.840697961865395, 1.788117585, 0.10673047374665842, 38, 19.653904956344256, 99.66666666666667, 'Low Risk'),
(198131, 77, 19, '43:46.2', 36.872572138345255, 96.72583875773354, 124, 89, 42, 'Male', 87.53670815446847, 1.6791607390148524, 0.054941193, 35, 31.04600107, 100.66666666666667, 'High Risk'),
(198132, 70, 15, '42:46.2', 37.46346750223923, 99.80295500946785, 133, 80, 76, 'Female', 92.8253484, 1.9025240858456078, 0.075763827, 53, 25.64521005839503, 97.66666666666666, 'Low Risk'),
(198133, 62, 17, '41:46.2', 37.056035446987245, 97.14963272588238, 126, 72, 23, 'Male', 92.60622991496808, 1.7047532030444716, 0.050411838845255956, 54, 31.865238532743696, 90, 'High Risk'),
(198134, 72, 17, '40:46.2', 36.26648203297323, 98.41727128483983, 124, 72, 32, 'Male', 85.24034006739474, 1.8809449420004982, 0.13802699256069134, 52, 24.093117966755774, 89.33333333333333, 'Low Risk'),
(198135, 64, 14, '39:46.2', 36.34506841, 99.79004207273788, 133, 81, 72, 'Male', 99.56691944753851, 1.5678156291273715, 0.12420539317116394, 52, 40.506534722144536, 98.33333333333333, 'High Risk'),
(198136, 82, 12, '38:46.2', 36.97315454066367, 96.57252808483663, 115, 71, 75, 'Female', 73.33821473228964, 1.518963780684161, 0.13640923544704894, 44, 31.78597204216749, 85.66666666666667, 'High Risk'),
(198137, 75, 19, '37:46.2', 36.71008781543662, 95.64725498268525, 139, 77, 60, 'Male', 73.62757015916567, 1.8774886158246258, 0.12240996002004091, 62, 20.887470212352635, 97.66666666666666, 'Low Risk'),
(198138, 60, 13, '36:46.2', 37.344384575394734, 95.46022790530506, 117, 74, 56, 'Female', 75.19805335836985, 1.650267695956595, 0.14085250312100067, 43, 27.611995972354308, 88.33333333333333, 'Low Risk'),
(198139, 87, 19, '35:46.2', 37.132356382325554, 95.07899182305253, 114, 89, 55, 'Female', 93.21333687351199, 1.9707403495999216, 0.1304638855007076, 25, 24.00044190040119, 97.33333333333333, 'Low Risk'),
(198140, 93, 15, '34:46.2', 36.207673159014746, 99.41948436, 131, 85, 34, 'Female', 78.73995349708198, 1.728582325349115, 0.051859843, 46, 26.352087135533296, 100.33333333333333, 'High Risk'),
(198141, 94, 14, '33:46.2', 36.59863678163559, 97.55062362120641, 121, 76, 69, 'Male', 52.10487582359919, 1.5931041542357747, 0.10746765005084563, 45, 20.530050847595945, 91, 'High Risk'),
(198142, 95, 15, '32:46.2', 36.285703493622265, 96.36795553063298, 123, 74, 60, 'Female', 62.50343330980372, 1.719562501806002, 0.12179103154799983, 49, 21.13819703862665, 90.33333333333333, 'High Risk'),
(198143, 85, 12, '31:46.2', 36.11426284396986, 99.57842306067515, 115, 88, 23, 'Female', 54.65758194, 1.5388263258968822, 0.090627178, 27, 23.081881097635076, 97, 'Low Risk'),
(198144, 69, 12, '30:46.2', 37.337375561387674, 95.45331716372432, 133, 78, 64, 'Female', 65.37012143775381, 1.903657756, 0.1305536568486384, 55, 18.038546762988183, 96.33333333333333, 'High Risk'),
(198145, 98, 14, '29:46.2', 37.23884385638985, 95.40111952393829, 126, 82, 36, 'Male', 81.53895999074733, 1.7168717961043622, 0.12983447919103985, 44, 27.662373135985113, 96.66666666666667, 'High Risk'),
(198146, 76, 13, '28:46.2', 37.466526699047385, 97.99271393, 137, 71, 32, 'Female', 59.329489232219046, 1.726838744, 0.10156605420214895, 66, 19.89605813, 93, 'Low Risk'),
(198147, 63, 12, '27:46.2', 36.139559794846186, 99.96927614902926, 117, 74, 38, 'Male', 75.50448127147612, 1.722681748933301, 0.11070413769271487, 43, 25.442666371073994, 88.33333333333333, 'Low Risk'),
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(198236, 94, 15, '58:46.2', 36.27734129, 96.10276617394135, 125, 78, 74, 'Female', 66.23251214040428, 1.9992765438102118, 0.096436384, 47, 16.570113618210446, 93.66666666666667, 'High Risk'),
(198237, 70, 19, '57:46.2', 36.114300798148506, 97.05965206105087, 127, 73, 68, 'Female', 64.19732418288339, 1.5132233258404915, 0.090574513, 54, 28.035665663183043, 91, 'Low Risk'),
(198238, 83, 14, '56:46.2', 37.19749855176757, 95.85945057412212, 122, 78, 60, 'Female', 94.28721080261461, 1.6615579336849848, 0.091020891, 44, 34.15244587495331, 92.66666666666667, 'High Risk'),
(198239, 77, 16, '55:46.2', 36.22072280904684, 96.53939356306856, 130, 80, 43, 'Male', 71.66416737507713, 1.7406727375571973, 0.067901308, 50, 23.651996416454985, 96.66666666666666, 'Low Risk'),
(198240, 79, 12, '54:46.2', 37.013062985094805, 97.48093695900295, 127, 76, 38, 'Female', 69.68527229374806, 1.583098689, 0.082969055, 51, 27.805135953367635, 93, 'Low Risk'),
(198241, 74, 14, '53:46.2', 36.08162433561471, 96.01237465089353, 133, 83, 85, 'Male', 96.60453541076419, 1.8691480187905725, 0.098096768, 50, 27.650954448174716, 99.66666666666666, 'Low Risk'),
(198242, 91, 15, '52:46.2', 37.09031025979008, 98.62257655495527, 116, 89, 80, 'Female', 96.60934481464022, 1.7263475767191587, 0.062183427, 27, 32.41624139928363, 98, 'High Risk'),
(198243, 81, 19, '51:46.2', 36.07666527588776, 98.25261655417978, 115, 80, 89, 'Male', 64.59857953004295, 1.8787129295640508, 0.081367504, 35, 18.302150396322503, 91.66666666666667, 'High Risk'),
(198244, 83, 15, '50:46.2', 37.31212654302599, 96.32106703170211, 110, 73, 68, 'Male', 91.46524696612173, 1.780697137538577, 0.08227922, 37, 28.84536177578803, 85.33333333333333, 'Low Risk'),
(198245, 62, 18, '49:46.2', 36.094506416630686, 99.95489260113419, 113, 87, 68, 'Female', 81.86547189369239, 1.504818276, 0.14610570373125153, 26, 36.15202723137383, 95.66666666666667, 'High Risk'),
(198246, 83, 14, '48:46.2', 36.76762551958212, 98.23213426397886, 118, 86, 39, 'Male', 65.75923126, 1.8472239539312407, 0.13903910297020555, 32, 19.271593402112693, 96.66666666666667, 'Low Risk'),
(198247, 66, 15, '47:46.2', 36.666070586159385, 95.97362790532284, 117, 72, 63, 'Male', 86.82010218956613, 1.9502434572695424, 0.092594851, 45, 22.82667384, 87, 'Low Risk'),
(198248, 64, 17, '46:46.2', 36.90419108354007, 96.93277555121531, 110, 80, 42, 'Female', 91.83717656985687, 1.7833845865278946, 0.071776913, 30, 28.875433026054267, 90, 'Low Risk'),
(198249, 79, 18, '45:46.2', 36.288669069766414, 97.80211378, 127, 85, 34, 'Male', 66.12757004036828, 1.5673748057865553, 0.067967717, 42, 26.917631354310846, 99, 'Low Risk'),
(198250, 66, 18, '44:46.2', 36.62664451192056, 99.1189634, 129, 78, 88, 'Male', 73.76335481, 1.7810802608953682, 0.082417321, 51, 23.252715578237197, 95, 'Low Risk'),
(198251, 75, 14, '43:46.2', 36.98128366862618, 97.89986242390079, 115, 72, 77, 'Male', 73.74512434750181, 1.8610244563180525, 0.14905530380131377, 43, 21.29262235399802, 86.33333333333333, 'Low Risk'),
(198252, 79, 14, '42:46.2', 37.44522703, 96.21615592230849, 139, 78, 37, 'Male', 72.09098774381243, 1.8513143723956902, 0.12285261333419928, 61, 21.03393999, 98.33333333333333, 'Low Risk'),
(198253, 84, 13, '41:46.2', 36.03176236187625, 96.56884909240914, 131, 84, 29, 'Male', 73.28205771, 1.6986440517963832, 0.14610380822443958, 47, 25.39761235045138, 99.66666666666667, 'Low Risk'),
(198254, 98, 18, '40:46.2', 36.71075284067936, 98.32975861, 133, 82, 56, 'Female', 99.27104132500425, 1.9634295342339234, 0.12181636903234189, 51, 25.75087191, 99, 'High Risk'),
(198255, 67, 12, '39:46.2', 37.32870084, 99.75981693, 119, 85, 63, 'Female', 95.17034017824795, 1.7003077798675132, 0.088088153, 34, 32.91899270898032, 96.33333333333333, 'High Risk'),
(198256, 90, 19, '38:46.2', 36.494601907836746, 99.95320450856278, 139, 89, 29, 'Female', 88.38456217204379, 1.5140423294171539, 0.1346388663572548, 50, 38.55674652201064, 105.66666666666666, 'High Risk'),
(198257, 90, 18, '37:46.2', 37.138231914192836, 98.11515938609223, 111, 86, 49, 'Female', 74.53741013063483, 1.5601365101445663, 0.067127785, 25, 30.62309616, 94.33333333333333, 'High Risk'),
(198258, 61, 13, '36:46.2', 36.41670522538505, 96.34454863616496, 129, 88, 55, 'Male', 84.54024092104964, 1.8741348888798999, 0.053438763, 41, 24.069207446340677, 101.66666666666667, 'Low Risk'),
(198259, 61, 17, '35:46.2', 36.60203640295741, 99.22902050188134, 116, 77, 74, 'Female', 96.37056182962567, 1.6889010915553424, 0.11168459504761644, 39, 33.78593623784471, 90, 'High Risk'),
(198260, 90, 14, '34:46.2', 36.517904893542045, 95.67010156271981, 116, 73, 68, 'Male', 90.46551681751714, 1.6860810834897526, 0.10854369829573518, 43, 31.821903664598146, 87.33333333333333, 'High Risk'),
(198261, 87, 14, '33:46.2', 37.03620575192198, 97.60614137918313, 110, 75, 77, 'Male', 55.387000577090625, 1.95031111, 0.14707149401252276, 35, 14.561296922953813, 86.66666666666667, 'High Risk'),
(198262, 78, 19, '32:46.2', 36.63040846623353, 96.43597295547568, 122, 83, 65, 'Female', 61.87153345297314, 1.6683388358283202, 0.091329196, 39, 22.229124638870612, 96, 'Low Risk'),
(198263, 97, 15, '31:46.2', 36.15269142922536, 98.61936299735378, 113, 85, 50, 'Male', 89.45960419383708, 1.8152694380791323, 0.14933631598622638, 28, 27.14843382573699, 94.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(198264, 65, 13, '30:46.2', 36.66277780020931, 98.98336089520444, 136, 73, 31, 'Male', 90.48727926, 1.917395417269967, 0.060297476, 63, 24.61297780914666, 94, 'Low Risk'),
(198265, 74, 13, '29:46.2', 36.070335447991106, 99.75474567999098, 124, 83, 73, 'Female', 85.68576686687976, 1.756259157404274, 0.090322132, 41, 27.779951580927342, 96.66666666666667, 'Low Risk'),
(198266, 80, 18, '28:46.2', 36.06159220123578, 99.23911876389218, 113, 71, 40, 'Male', 54.99323246, 1.7719072311653508, 0.089991503, 42, 17.51569148, 85, 'High Risk'),
(198267, 62, 13, '27:46.2', 36.63051133223319, 98.52543684, 134, 79, 59, 'Male', 80.86657817158581, 1.894715930867916, 0.14021461052975304, 55, 22.52583264140083, 97.33333333333333, 'Low Risk'),
(198268, 62, 14, '26:46.2', 36.663022781498874, 99.01634344, 117, 77, 86, 'Male', 85.46626856528007, 1.982121699732951, 0.11195501142946794, 40, 21.753748888503836, 90.33333333333333, 'Low Risk'),
(198269, 95, 18, '25:46.2', 37.07812310449153, 97.07760104834482, 119, 75, 41, 'Female', 86.76898971992219, 1.5019683939625676, 0.065017567, 44, 38.462982127473346, 89.66666666666667, 'High Risk'),
(198270, 95, 15, '24:46.2', 37.314240315497045, 97.66078668147175, 131, 76, 43, 'Female', 51.04878984371927, 1.8032342523124498, 0.14914680238145023, 55, 15.699331317161365, 94.33333333333333, 'High Risk'),
(198271, 85, 12, '23:46.2', 37.04623382066971, 96.59522273, 113, 80, 33, 'Male', 51.62418869169137, 1.8616505851503375, 0.10871124594673115, 33, 14.89556212434477, 91, 'High Risk'),
(198272, 68, 15, '22:46.2', 36.93475163646956, 96.92510698197081, 118, 84, 70, 'Female', 62.29393681157692, 1.7495418646480831, 0.063736381, 34, 20.35153165271504, 95.33333333333333, 'Low Risk'),
(198273, 75, 14, '21:46.2', 37.14974533445964, 97.20840918991992, 113, 74, 86, 'Male', 64.5813717, 1.641685597131573, 0.058965035458736076, 39, 23.962233126805113, 87, 'Low Risk'),
(198274, 72, 18, '20:46.2', 37.23266636838901, 98.94188381223061, 130, 77, 68, 'Female', 90.31077054256761, 1.6614331496607924, 0.10629356509201723, 53, 32.71702492348467, 94.66666666666666, 'High Risk'),
(198275, 67, 15, '19:46.2', 36.73485744929111, 99.12344445, 133, 75, 68, 'Female', 52.38267887952209, 1.8309492505097191, 0.13051328291423964, 58, 15.625542014718262, 94.33333333333333, 'High Risk'),
(198276, 95, 15, '18:46.2', 36.32605917923935, 99.01256647061021, 134, 72, 53, 'Male', 92.47500816921092, 1.5738795447682556, 0.11285456022908463, 62, 37.33201196207396, 92.66666666666666, 'High Risk'),
(198277, 78, 19, '17:46.2', 37.21453512452161, 95.72497486769379, 133, 85, 76, 'Male', 97.76740078, 1.9051731585946141, 0.08153626, 48, 26.935507386488997, 101, 'Low Risk'),
(198278, 83, 16, '16:46.2', 37.02295661312786, 98.06967986124992, 127, 70, 25, 'Female', 99.04045851892161, 1.989318215213463, 0.092092899, 57, 25.026730892240767, 89, 'Low Risk'),
(198279, 66, 16, '15:46.2', 36.13548056556559, 95.06491431948174, 123, 88, 37, 'Female', 91.03766081, 1.8169739860011744, 0.096275339, 35, 27.575517482774302, 99.66666666666667, 'Low Risk'),
(198280, 72, 12, '14:46.2', 37.270853514664374, 97.79397938969849, 138, 89, 58, 'Male', 72.95725513, 1.5340987564573088, 0.061663815706628315, 49, 31.000011173533238, 105.33333333333333, 'High Risk'),
(198281, 93, 12, '13:46.2', 36.44787649746599, 98.82538017751673, 113, 87, 76, 'Female', 55.63712538849771, 1.9014038684955348, 0.095061937, 26, 15.389196207586174, 95.66666666666667, 'High Risk'),
(198282, 84, 16, '12:46.2', 36.77619208456861, 95.68833389058219, 138, 83, 20, 'Female', 93.17986530474573, 1.5488903554649311, 0.1470142505449189, 55, 38.84013468652205, 101.33333333333333, 'High Risk'),
(198283, 72, 14, '11:46.2', 36.71239109140754, 98.55734738999828, 123, 76, 37, 'Female', 54.599131902650825, 1.8219447630862584, 0.056052167, 47, 16.44808438917537, 91.66666666666667, 'High Risk'),
(198284, 85, 16, '10:46.2', 37.46036510265559, 97.94296552454809, 132, 71, 75, 'Male', 50.23998536146308, 1.5229760599257651, 0.080844768, 61, 21.66024431935159, 91.33333333333333, 'Low Risk'),
(198285, 89, 17, '09:46.2', 36.64783626226971, 98.94654253210174, 124, 85, 20, 'Male', 58.663380568721585, 1.7507934802177498, 0.069715287, 39, 19.13803061184313, 98, 'Low Risk'),
(198286, 69, 12, '08:46.2', 36.69138335693886, 99.30768517603039, 120, 71, 50, 'Female', 56.59560434861213, 1.557010458725085, 0.12243583804789734, 49, 23.34530983617502, 87.33333333333333, 'Low Risk'),
(198287, 95, 19, '07:46.2', 36.480186651836014, 99.39891346991824, 135, 86, 62, 'Male', 66.88980855356323, 1.5526983033149735, 0.08438334, 49, 27.74506816109074, 102.33333333333333, 'High Risk'),
(198288, 67, 13, '06:46.2', 36.68767592586316, 97.66608608, 138, 79, 27, 'Male', 66.58001707227797, 1.631955965155868, 0.12277119627371022, 59, 24.99925290141698, 98.66666666666666, 'Low Risk'),
(198289, 90, 12, '05:46.2', 36.06899047267508, 98.85457048399684, 138, 86, 85, 'Female', 99.95101441, 1.7218207221879636, 0.13243912869219993, 52, 33.71408253222066, 103.33333333333333, 'High Risk'),
(198290, 77, 17, '04:46.2', 37.16477553049911, 99.23392974691035, 132, 84, 72, 'Male', 99.83930088035478, 1.526851114409453, 0.1205185013390172, 48, 42.826062889788325, 100, 'High Risk'),
(198291, 66, 12, '03:46.2', 37.38487402481769, 96.64175938, 131, 81, 84, 'Male', 65.76984539520367, 1.7435047712846514, 0.059959706, 50, 21.63617774321982, 97.66666666666666, 'Low Risk'),
(198292, 84, 14, '02:46.2', 36.73383185011931, 97.93506131598397, 111, 77, 84, 'Male', 68.39146145532268, 1.9854070650587197, 0.052001194, 34, 17.350131002912985, 88.33333333333333, 'High Risk'),
(198293, 78, 16, '01:46.2', 36.686027901820644, 97.41409786, 122, 81, 28, 'Female', 59.65070352351683, 1.7429565813586307, 0.082967604, 41, 19.635521174153247, 94.66666666666667, 'Low Risk'),
(198294, 74, 12, '00:46.2', 37.157963903532334, 96.79496113211982, 127, 70, 47, 'Male', 52.45808212239511, 1.6656216220237716, 0.050505548898746956, 57, 18.90861454550479, 89, 'Low Risk'),
(198295, 61, 18, '59:46.2', 36.80426792498998, 99.79697140138057, 135, 78, 20, 'Female', 57.797428803978704, 1.886582129494769, 0.13259294382390002, 57, 16.23891789803348, 97, 'High Risk'),
(198296, 94, 19, '58:46.2', 37.09748854308331, 98.79471553783601, 129, 74, 22, 'Male', 55.497094700537986, 1.856721794740437, 0.14251613184500797, 55, 16.098172529477683, 92.33333333333333, 'High Risk'),
(198297, 70, 12, '57:46.2', 37.132549849967006, 96.19620844160639, 110, 88, 30, 'Female', 85.65911606, 1.8194454550509822, 0.14216243919666496, 22, 25.87590258977802, 95.33333333333333, 'Low Risk'),
(198298, 61, 16, '56:46.2', 36.492040179431754, 97.91926315753541, 134, 70, 26, 'Female', 57.752817104820274, 1.695783771946305, 0.12228756127353063, 64, 20.083168107910108, 91.33333333333333, 'Low Risk'),
(198299, 69, 12, '55:46.2', 37.46064337623327, 97.78336331612687, 110, 85, 66, 'Male', 51.408765976070256, 1.8964699281402129, 0.080286758, 25, 14.293719588341274, 93.33333333333333, 'High Risk'),
(198300, 86, 15, '54:46.2', 36.146501348525796, 97.38269941264943, 121, 70, 34, 'Female', 81.90602595537456, 1.7446942843945437, 0.075442408, 51, 26.907737237791103, 87, 'Low Risk'),
(198301, 60, 18, '53:46.2', 36.24157278021994, 97.78348375357862, 119, 70, 82, 'Male', 50.86644138141429, 1.8265209713025623, 0.10327999100703678, 49, 15.246916768316538, 86.33333333333333, 'High Risk'),
(198302, 83, 15, '52:46.2', 36.28947517727849, 96.70999856146143, 136, 81, 58, 'Male', 95.15835032504384, 1.5433117778473076, 0.05166481, 55, 39.95209552354352, 99.33333333333333, 'High Risk'),
(198303, 75, 15, '51:46.2', 37.175739800726404, 98.42494495487249, 139, 86, 21, 'Male', 97.41815564893486, 1.7276202332847954, 0.088416663, 53, 32.63948816, 103.66666666666666, 'High Risk'),
(198304, 82, 15, '50:46.2', 36.95062128652931, 98.26479622603664, 122, 75, 37, 'Female', 90.18231067246765, 1.506519029990646, 0.13615624833725481, 47, 39.73489912505052, 90.66666666666667, 'High Risk'),
(198305, 93, 17, '49:46.2', 36.04312499930588, 96.66350685, 127, 81, 22, 'Male', 70.18101195223358, 1.7249554303612191, 0.076925122, 46, 23.58652003952785, 96.33333333333333, 'High Risk'),
(198306, 63, 12, '48:46.2', 37.324521523262405, 99.63707075801499, 114, 75, 21, 'Female', 91.06404670107318, 1.5266256188646938, 0.06956197, 39, 39.07345847372073, 88, 'High Risk'),
(198307, 76, 12, '47:46.2', 36.89215743, 99.51580315641674, 121, 85, 61, 'Male', 84.56951496538548, 1.9425915681952892, 0.057218493, 36, 22.410463615165312, 97, 'Low Risk'),
(198308, 93, 15, '46:46.2', 36.09674227, 95.48354705633956, 122, 83, 44, 'Male', 73.85579953281108, 1.986804960201975, 0.10450176519165909, 39, 18.710014878296334, 96, 'High Risk'),
(198309, 78, 17, '45:46.2', 36.82344604906364, 95.92669045, 137, 73, 76, 'Female', 81.93911619145534, 1.7098617752127598, 0.12329528794390833, 64, 28.02652597421268, 94.33333333333333, 'Low Risk'),
(198310, 70, 15, '44:46.2', 36.42742229548006, 98.64635582597056, 132, 83, 62, 'Male', 99.01716648369413, 1.5507392688849992, 0.089961719, 49, 41.174935275965716, 99.33333333333333, 'High Risk'),
(198311, 92, 18, '43:46.2', 36.76407507986234, 97.34582929718803, 130, 85, 32, 'Female', 56.59237736365158, 1.8342164612542982, 0.05731813, 45, 16.821191883697043, 100, 'High Risk'),
(198312, 70, 17, '42:46.2', 37.20886581691509, 96.33902822, 126, 75, 59, 'Male', 52.31195685704491, 1.795899599819287, 0.1359904600909012, 51, 16.219477471754505, 92, 'High Risk'),
(198313, 80, 15, '41:46.2', 36.46765660630455, 98.30857733, 113, 77, 26, 'Female', 55.21794458057481, 1.7407334329872572, 0.069718072, 36, 18.222824616878842, 89, 'High Risk'),
(198314, 71, 12, '40:46.2', 37.15657849207237, 95.10878089611093, 138, 75, 55, 'Male', 96.66391137, 1.7145879702517746, 0.139926913, 63, 32.880985043903735, 96, 'High Risk'),
(198315, 92, 13, '39:46.2', 37.34318354152462, 96.49937021804578, 132, 73, 20, 'Female', 69.83233817414305, 1.6985690865800087, 0.051033435671555084, 59, 24.204167629045802, 92.66666666666666, 'High Risk'),
(198316, 94, 17, '38:46.2', 36.73539978598163, 95.38706191, 116, 70, 86, 'Female', 80.98602163339704, 1.527766617295896, 0.12056127286002327, 46, 34.69732809829152, 85.33333333333333, 'High Risk'),
(198317, 93, 19, '37:46.2', 36.283952112723156, 96.50982805, 113, 79, 42, 'Female', 95.83167253322873, 1.8616400095499899, 0.14347964621942766, 34, 27.65143407033916, 90.33333333333333, 'High Risk'),
(198318, 97, 18, '36:46.2', 36.40862381576586, 98.63763678105677, 117, 75, 89, 'Male', 52.21513533210111, 1.5920998375277255, 0.11770094291692118, 42, 20.599458866022143, 89, 'High Risk'),
(198319, 86, 18, '35:46.2', 36.64242786508111, 98.57408567, 139, 77, 32, 'Male', 63.839918661862924, 1.9530629027133477, 0.11882609528464098, 62, 16.736315843295234, 97.66666666666666, 'High Risk'),
(198320, 90, 15, '34:46.2', 36.67843173045406, 99.03527496574311, 131, 89, 18, 'Female', 93.89303789525341, 1.6405877863223495, 0.12080314693845229, 42, 34.88465584085749, 103, 'High Risk'),
(198321, 79, 14, '33:46.2', 36.35707054528595, 99.73899309260884, 117, 71, 63, 'Female', 89.30535289768979, 1.9308716361828882, 0.13374824790733952, 46, 23.953594044547987, 86.33333333333333, 'Low Risk'),
(198322, 89, 13, '32:46.2', 36.59593515943603, 98.10339557843164, 125, 80, 54, 'Female', 71.04114347933252, 1.6845127600118563, 0.13005155003241167, 45, 25.035791906253312, 95, 'Low Risk'),
(198323, 62, 12, '31:46.2', 36.56705365991056, 97.37865888235963, 115, 75, 62, 'Male', 71.77416041284863, 1.702636637689751, 0.14700429556721753, 40, 24.758491043321097, 88.33333333333333, 'Low Risk'),
(198324, 64, 16, '30:46.2', 37.40769282005814, 96.42056296681196, 130, 78, 59, 'Male', 53.57804689057086, 1.9461159492040918, 0.071484383, 52, 14.146514668359355, 95.33333333333333, 'High Risk'),
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(198497, 90, 15, '37:46.2', 36.39611804723777, 97.40759645482424, 110, 80, 73, 'Female', 98.87654997829293, 1.691498042290278, 0.099377008, 30, 34.558135692229946, 90, 'High Risk'),
(198498, 91, 16, '36:46.2', 37.43190049060717, 97.29332386, 125, 88, 77, 'Female', 79.50701772885398, 1.904482342446064, 0.053039848, 37, 21.920555858742215, 100.33333333333333, 'High Risk'),
(198499, 94, 15, '35:46.2', 36.818352493973705, 98.47134398309613, 133, 77, 24, 'Female', 86.50792734, 1.7323648235883575, 0.097591474, 56, 28.82552285835087, 95.66666666666666, 'High Risk'),
(198500, 80, 12, '34:46.2', 36.17570331580387, 98.50099349495426, 126, 76, 18, 'Female', 58.203448129074694, 1.5201906702188042, 0.11737448337831181, 50, 25.18561664060773, 92.66666666666666, 'Low Risk'),
(198501, 63, 15, '33:46.2', 36.076594698024664, 95.84667291020061, 110, 83, 20, 'Female', 66.91620119524922, 1.5275194489641386, 0.086267548, 27, 28.678589075058948, 92, 'Low Risk'),
(198502, 86, 15, '32:46.2', 36.86202591701058, 95.03720416187694, 128, 83, 78, 'Female', 75.22875551826809, 1.591089418100934, 0.11863536439412568, 45, 29.71629785475024, 98, 'Low Risk'),
(198503, 73, 19, '31:46.2', 36.65429267333888, 95.93188401953041, 133, 74, 53, 'Male', 63.65768891, 1.8109940284787287, 0.13915567588784217, 59, 19.409610975295028, 93.66666666666666, 'Low Risk'),
(198504, 90, 17, '30:46.2', 36.96034174, 98.04209368357965, 121, 70, 80, 'Female', 63.87957319, 1.9485134610568542, 0.086981777, 51, 16.82500434098103, 87, 'High Risk'),
(198505, 81, 12, '29:46.2', 37.068021448706226, 96.02541524, 139, 78, 29, 'Female', 58.554952066575005, 1.7025913297602426, 0.10005510562355899, 61, 20.199601180736565, 98.33333333333333, 'Low Risk'),
(198506, 84, 12, '28:46.2', 36.73958987895655, 96.98566060668358, 120, 83, 40, 'Female', 99.95957837391745, 1.7566777762830836, 0.098558961, 37, 32.39218181777885, 95.33333333333333, 'High Risk'),
(198507, 80, 12, '27:46.2', 36.420672605679904, 96.66726274168421, 131, 79, 52, 'Female', 95.18494197820728, 1.7572899023456774, 0.054161437816642656, 52, 30.82346247413843, 96.33333333333333, 'High Risk'),
(198508, 69, 16, '26:46.2', 36.61896155541988, 97.38288771567824, 129, 86, 74, 'Female', 79.48084539506138, 1.8721485112647462, 0.061977705, 43, 22.676805965677232, 100.33333333333333, 'Low Risk'),
(198509, 67, 18, '25:46.2', 37.36254544454842, 97.82070926, 111, 76, 66, 'Female', 50.182544941399634, 1.9829737942301353, 0.13281705609686162, 35, 12.761999770072443, 87.66666666666667, 'High Risk'),
(198510, 61, 15, '24:46.2', 36.66961139993921, 99.92550701038567, 131, 81, 56, 'Male', 81.66985777491388, 1.6429283718158054, 0.10716824654259538, 50, 30.256907685417467, 97.66666666666666, 'High Risk'),
(198511, 76, 13, '23:46.2', 36.555164586369585, 98.06099819085118, 115, 78, 26, 'Male', 71.81327815570589, 1.7071285517817913, 0.10435193878981452, 37, 24.641792715550125, 90.33333333333333, 'Low Risk'),
(198512, 67, 15, '22:46.2', 36.963790801183556, 99.51965452883499, 125, 82, 42, 'Female', 61.49408082089783, 1.8502020653653029, 0.12588285442905373, 43, 17.963666822004154, 96.33333333333333, 'High Risk'),
(198513, 88, 12, '21:46.2', 36.35902955188991, 97.02763057974462, 117, 89, 33, 'Male', 88.80301832579565, 1.7111472894457067, 0.055579371527864345, 28, 30.328640269566762, 98.33333333333333, 'High Risk'),
(198514, 85, 17, '20:46.2', 36.18903125921922, 98.22163814889865, 133, 82, 40, 'Female', 90.57844769704613, 1.665324370380976, 0.095884861, 51, 32.66082859672935, 99, 'High Risk'),
(198515, 77, 12, '19:46.2', 37.058541472717515, 97.20021022921654, 124, 71, 77, 'Male', 87.493426, 1.6014305305169119, 0.13335082324205966, 53, 34.11608712816962, 88.66666666666666, 'High Risk'),
(198516, 66, 14, '18:46.2', 36.78018168648635, 99.85608884543188, 135, 74, 88, 'Male', 72.34546567892303, 1.7164540049142092, 0.059069407, 61, 24.555397897206877, 94.33333333333333, 'Low Risk'),
(198517, 66, 12, '17:46.2', 36.72539228822264, 96.64874916305703, 110, 78, 74, 'Female', 97.78623624238273, 1.6282183759601132, 0.13635067793952965, 32, 36.88522414263483, 88.66666666666667, 'High Risk'),
(198518, 67, 12, '16:46.2', 36.392085810639564, 96.79191155583773, 125, 76, 39, 'Male', 50.68934776301119, 1.5403233875371685, 0.052896639, 49, 21.364507404785694, 92.33333333333333, 'Low Risk'),
(198519, 78, 12, '15:46.2', 36.356487229237956, 95.03019754780442, 120, 81, 81, 'Male', 68.17309882974085, 1.7388638236425744, 0.12282407034602737, 39, 22.54664313487183, 94, 'Low Risk'),
(198520, 91, 18, '14:46.2', 36.748287485406216, 95.98440624012729, 139, 86, 19, 'Female', 93.12834882, 1.833298026744841, 0.087370613, 53, 27.70867513910906, 103.66666666666666, 'High Risk'),
(198521, 89, 17, '13:46.2', 36.04047151, 96.69217884964861, 135, 88, 41, 'Male', 91.39994561937908, 1.9890552503811718, 0.12806461747345543, 47, 23.102141724471956, 103.66666666666667, 'Low Risk'),
(198522, 99, 12, '12:46.2', 37.160119646996854, 96.14320483, 137, 72, 89, 'Female', 95.32825095532303, 1.723263695342458, 0.12155560217876896, 65, 32.10096939130378, 93.66666666666666, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(198523, 69, 13, '11:46.2', 36.197475191740956, 98.51895540085935, 116, 82, 54, 'Male', 76.77927192226824, 1.8184447558273522, 0.061035595, 34, 23.219013602845415, 93.33333333333333, 'Low Risk'),
(198524, 75, 13, '10:46.2', 36.891618973246025, 98.55813838639996, 111, 84, 66, 'Female', 96.85744527113279, 1.6788048115275125, 0.080499859, 27, 34.36628594604605, 93, 'High Risk'),
(198525, 86, 18, '09:46.2', 37.279182544255974, 99.03349555667022, 125, 74, 27, 'Male', 85.29928872289554, 1.8622281709116715, 0.082036715, 51, 24.596857520135305, 91, 'Low Risk'),
(198526, 73, 12, '08:46.2', 36.603261052121404, 95.38637357459237, 135, 82, 67, 'Male', 98.01718429626642, 1.686129714180928, 0.084904975, 53, 34.47626884951927, 99.66666666666666, 'High Risk'),
(198527, 84, 19, '07:46.2', 37.09688573625235, 99.87353800969966, 127, 80, 83, 'Male', 54.14616858101811, 1.767967123576029, 0.088087854, 47, 17.32285066645354, 95.66666666666667, 'High Risk'),
(198528, 84, 15, '06:46.2', 36.891701555829464, 95.10860504084637, 117, 86, 63, 'Male', 65.97183580201833, 1.6050858601025155, 0.08308236, 31, 25.60719635, 96.33333333333333, 'Low Risk'),
(198529, 66, 16, '05:46.2', 36.83479367302946, 98.32291637, 128, 78, 78, 'Male', 90.06770941, 1.7468035811728067, 0.12201022006778717, 50, 29.517595073303184, 94.66666666666666, 'Low Risk'),
(198530, 81, 13, '04:46.2', 37.199869259880764, 99.97196996526921, 115, 86, 85, 'Female', 85.42295054767953, 1.5965143624043778, 0.1485864511532771, 29, 33.514203962107864, 95.66666666666667, 'High Risk'),
(198531, 78, 12, '03:46.2', 36.080199392596704, 96.50397565549628, 129, 81, 60, 'Female', 81.05308731880649, 1.8988220772161521, 0.14685432401330728, 48, 22.48024379, 97, 'Low Risk'),
(198532, 89, 19, '02:46.2', 37.17332766109018, 97.48906704, 131, 75, 61, 'Male', 76.87091654488138, 1.544377701901042, 0.1187335151875355, 56, 32.22960731957374, 93.66666666666666, 'High Risk'),
(198533, 88, 18, '01:46.2', 36.60243238921927, 99.58077098, 119, 77, 19, 'Male', 50.80639205261831, 1.6551988888720555, 0.092713245, 42, 18.544621894064647, 91, 'Low Risk'),
(198534, 67, 18, '00:46.2', 37.08882439681372, 95.91713289490767, 119, 88, 82, 'Male', 75.18176115158965, 1.543812988263549, 0.14196524655345277, 31, 31.544461231348983, 98.33333333333333, 'High Risk'),
(198535, 81, 13, '59:46.2', 36.36479272599403, 95.58240241729688, 134, 80, 70, 'Female', 71.11175734844778, 1.5052181008872134, 0.069211527, 54, 31.386475269353205, 98, 'High Risk'),
(198536, 81, 15, '58:46.2', 37.03425000658802, 97.85742413883698, 117, 85, 32, 'Male', 83.76057135277121, 1.7447882603593392, 0.075010467, 32, 27.514027700034323, 95.66666666666667, 'Low Risk'),
(198537, 81, 12, '57:46.2', 36.14227216768273, 98.03082128692733, 137, 83, 26, 'Male', 77.10351135220324, 1.973718003380978, 0.10392610995012067, 54, 19.792650295833095, 101, 'Low Risk'),
(198538, 74, 12, '56:46.2', 36.84280077402433, 97.84960352341872, 127, 71, 28, 'Female', 96.03103118222576, 1.5329676738249365, 0.060237598655765626, 56, 40.86444440976188, 89.66666666666666, 'High Risk'),
(198539, 80, 18, '55:46.2', 36.49082699, 97.57143546, 117, 75, 53, 'Female', 62.602491443249804, 1.7503360229744218, 0.14463942956831166, 42, 20.43378199684037, 89, 'Low Risk'),
(198540, 63, 14, '54:46.2', 36.159751849789124, 97.45048348385848, 116, 74, 39, 'Male', 55.64976876975576, 1.852760461934615, 0.14564964376666023, 42, 16.21156028443807, 88, 'High Risk'),
(198541, 69, 12, '53:46.2', 36.43139234131468, 98.50600421939345, 112, 73, 55, 'Female', 91.00223921198312, 1.5602537319000496, 0.061448587, 39, 37.38192128915232, 86, 'High Risk'),
(198542, 60, 17, '52:46.2', 37.05933581817812, 98.84799726364048, 129, 79, 35, 'Female', 97.98020440177939, 1.949687029312898, 0.086833026, 50, 25.775585322123348, 95.66666666666666, 'Low Risk'),
(198543, 70, 18, '51:46.2', 36.08018322478463, 95.03187820834007, 110, 80, 85, 'Female', 50.619084922460345, 1.725652751814121, 0.060461307033538796, 30, 16.99837763137949, 90, 'High Risk'),
(198544, 88, 19, '50:46.2', 36.21678749, 95.70122413299484, 116, 88, 21, 'Female', 86.79257983560217, 1.6131873740175249, 0.069005133, 28, 33.35131553, 97.33333333333333, 'High Risk'),
(198545, 72, 16, '49:46.2', 36.352561612448675, 95.33854402562133, 132, 76, 64, 'Female', 84.01476146311958, 1.5486477781748007, 0.055475404, 56, 35.03081900811051, 94.66666666666666, 'High Risk'),
(198546, 82, 12, '48:46.2', 36.566663268681594, 99.56979679880061, 124, 88, 88, 'Female', 56.30963606698145, 1.5259395311670778, 0.054222651, 36, 24.182882870277105, 100, 'Low Risk'),
(198547, 68, 12, '47:46.2', 36.4560345, 97.65270653, 122, 71, 44, 'Female', 66.30270907807073, 1.9072727491629804, 0.08197256, 51, 18.226600153696452, 88, 'High Risk'),
(198548, 98, 16, '46:46.2', 36.45760544065137, 97.92051095779927, 127, 86, 49, 'Male', 64.32967491999754, 1.5372633949828947, 0.061431475696644644, 41, 27.221671251493763, 99.66666666666667, 'High Risk'),
(198549, 61, 14, '45:46.2', 36.69191825873092, 96.75284881241596, 133, 85, 67, 'Male', 77.44267484000383, 1.8813165102214273, 0.1443452818343709, 48, 21.88046822, 101, 'Low Risk'),
(198550, 79, 18, '44:46.2', 36.37775463560269, 98.80396409432394, 114, 77, 34, 'Male', 84.40840439880608, 1.710164571, 0.097831601, 37, 28.860900719475474, 89.33333333333333, 'Low Risk'),
(198551, 76, 14, '43:46.2', 36.75647248394821, 98.28590487213464, 124, 73, 42, 'Female', 63.76933288754396, 1.8359375369102418, 0.12667035747255323, 51, 18.918908248432828, 90, 'Low Risk'),
(198552, 81, 19, '42:46.2', 37.19370664603555, 99.65318929046003, 134, 73, 84, 'Male', 50.372623816644065, 1.6974426234031252, 0.12250691187566877, 61, 17.482533395084666, 93.33333333333333, 'High Risk'),
(198553, 87, 18, '41:46.2', 36.190664092443235, 96.06086017451082, 121, 72, 50, 'Female', 78.97874821, 1.657580148040399, 0.088332576, 49, 28.744924511271297, 88.33333333333333, 'Low Risk'),
(198554, 81, 15, '40:46.2', 36.616932770497364, 95.47203591228268, 125, 81, 26, 'Female', 78.26114593, 1.8998680745936345, 0.096313123, 44, 21.68199864179585, 95.66666666666667, 'Low Risk'),
(198555, 96, 14, '39:46.2', 37.10464755513172, 98.01410771893089, 128, 71, 89, 'Female', 91.37463987298086, 1.534981401617268, 0.056721105822236585, 57, 38.78103922245109, 90, 'High Risk'),
(198556, 85, 18, '38:46.2', 36.83160267750359, 95.34857612, 119, 87, 34, 'Male', 55.463980875129614, 1.876441203232015, 0.14168212404210592, 32, 15.752196329468065, 97.66666666666667, 'High Risk'),
(198557, 78, 19, '37:46.2', 36.29353790641408, 95.17263472252044, 113, 74, 47, 'Male', 68.30836929283844, 1.7688129298514912, 0.072619199, 39, 21.83283382174117, 87, 'Low Risk'),
(198558, 66, 17, '36:46.2', 37.188481458824015, 96.07234269718629, 130, 81, 24, 'Female', 62.97612059964106, 1.7592239468825508, 0.12580123144713032, 49, 20.34855844639626, 97.33333333333333, 'Low Risk'),
(198559, 95, 14, '35:46.2', 36.84780352823956, 97.05205719377571, 131, 81, 87, 'Female', 95.7657272, 1.581342938256908, 0.13025515677552768, 50, 38.29640292805423, 97.66666666666666, 'High Risk'),
(198560, 60, 13, '34:46.2', 37.42649493272373, 97.37696641980733, 120, 76, 82, 'Male', 82.28666371367572, 1.7542339300397685, 0.13254901341678116, 44, 26.73957133570454, 90.66666666666667, 'Low Risk'),
(198561, 76, 14, '33:46.2', 36.84975987521806, 96.28364695480383, 120, 84, 35, 'Female', 91.81425309722823, 1.7046671548273449, 0.054305181, 36, 31.595913699851852, 96, 'High Risk'),
(198562, 93, 16, '32:46.2', 36.489489084884475, 97.36218607, 137, 77, 55, 'Male', 85.94713054070054, 1.769688916828398, 0.069823247, 60, 27.443374979815417, 97, 'High Risk'),
(198563, 82, 12, '31:46.2', 36.39594165954253, 96.48266823524808, 110, 75, 20, 'Male', 56.45092074568407, 1.9591111404109143, 0.12106688424166605, 35, 14.707974947324182, 86.66666666666667, 'High Risk'),
(198564, 66, 18, '30:46.2', 36.80315205745996, 97.25180595918091, 136, 80, 26, 'Female', 84.10571427761191, 1.815930512014319, 0.13747893326721816, 56, 25.505101235830814, 98.66666666666666, 'Low Risk'),
(198565, 78, 15, '29:46.2', 36.384346567995294, 95.180686, 118, 72, 29, 'Female', 67.12565749289179, 1.6133173710969968, 0.13744773973972474, 46, 25.789856912667368, 87.33333333333333, 'Low Risk'),
(198566, 76, 17, '28:46.2', 36.28349271846333, 95.8602849, 139, 81, 88, 'Male', 56.95694168610729, 1.5242773306097896, 0.14163764405482523, 58, 24.51425391942093, 100.33333333333333, 'Low Risk'),
(198567, 87, 13, '27:46.2', 36.94554636987604, 97.83084198915499, 138, 85, 41, 'Male', 89.73866771, 1.5989595863145991, 0.06201367, 53, 35.09980012, 102.66666666666666, 'High Risk'),
(198568, 92, 18, '26:46.2', 37.08348917189954, 97.43020839769066, 130, 87, 84, 'Female', 82.23852974496958, 1.7995766587979942, 0.12936184346249058, 43, 25.394205766299905, 101.33333333333333, 'High Risk'),
(198569, 63, 17, '25:46.2', 36.28840702174554, 98.2954915, 126, 80, 28, 'Male', 60.254484292103825, 1.6635792223257209, 0.12014383593175039, 46, 21.772204193305257, 95.33333333333333, 'Low Risk'),
(198570, 75, 17, '24:46.2', 37.15409520200303, 99.99886680786776, 123, 71, 19, 'Female', 65.81049402870232, 1.9817088040608168, 0.087628756, 52, 16.757740980612017, 88.33333333333333, 'High Risk'),
(198571, 75, 13, '23:46.2', 37.11331783095151, 99.09268540276699, 136, 86, 53, 'Male', 83.31954599194003, 1.9303464748996522, 0.057748272, 50, 22.360234874383327, 102.66666666666666, 'Low Risk'),
(198572, 75, 16, '22:46.2', 36.58216884333274, 99.14617179749395, 121, 88, 36, 'Male', 77.82019321417555, 1.5389228514855207, 0.067177422, 33, 32.85932271, 99, 'High Risk'),
(198573, 80, 13, '21:46.2', 37.120279903714554, 98.94756032, 133, 78, 82, 'Female', 97.3880009, 1.9236785261069491, 0.077156573, 55, 26.317247029535636, 96.33333333333333, 'Low Risk'),
(198574, 96, 16, '20:46.2', 36.649795734937506, 99.64875055, 119, 71, 30, 'Female', 69.57637431362508, 1.7819716068729534, 0.14913105320832293, 48, 21.910900855432857, 87, 'High Risk'),
(198575, 83, 12, '19:46.2', 36.16248413, 96.28315503559874, 128, 81, 86, 'Male', 61.56175345651285, 1.9173095585774012, 0.14840590714277807, 47, 16.74659457643548, 96.66666666666667, 'High Risk'),
(198576, 66, 15, '18:46.2', 36.697361472978464, 99.26975632459478, 122, 72, 71, 'Male', 70.77755110735343, 1.8648914213031453, 0.089418771, 50, 20.35112537097943, 88.66666666666666, 'Low Risk'),
(198577, 85, 18, '17:46.2', 36.52170732123742, 95.96839323077006, 112, 85, 78, 'Female', 61.156835776883725, 1.8094327530713912, 0.11684135439845209, 27, 18.679279152395843, 94, 'Low Risk'),
(198578, 67, 13, '16:46.2', 37.15061511985309, 99.93209453823117, 112, 75, 50, 'Male', 76.65301730884426, 1.7596194669607836, 0.1291824268075839, 37, 24.756642129164533, 87.33333333333333, 'Low Risk'),
(198579, 75, 17, '15:46.2', 37.33075059, 97.92260131630782, 133, 88, 51, 'Female', 63.35287322465897, 1.8186151553205265, 0.13479848417244517, 45, 19.155112378627866, 103, 'Low Risk'),
(198580, 85, 16, '14:46.2', 36.531566577029444, 98.20022432088618, 116, 87, 75, 'Female', 75.84716851099708, 1.675420516722102, 0.082848195, 29, 27.02039626197472, 96.66666666666667, 'Low Risk'),
(198581, 90, 17, '13:46.2', 37.11111906796977, 98.51028428723788, 117, 73, 48, 'Female', 88.04942252948572, 1.8002781912582786, 0.077261792, 44, 27.167349579631228, 87.66666666666667, 'Low Risk'),
(198582, 95, 18, '12:46.2', 36.078879900079954, 97.06317693065611, 120, 86, 36, 'Male', 83.15305240311342, 1.7315721292645174, 0.11248916797789876, 34, 27.73301088595179, 97.33333333333333, 'High Risk'),
(198583, 74, 19, '11:46.2', 36.681247124631106, 95.53429717025301, 117, 86, 45, 'Female', 81.24522828129435, 1.552464786853698, 0.074477166, 31, 33.70965802755739, 96.33333333333333, 'High Risk'),
(198584, 89, 15, '10:46.2', 36.434055348019875, 95.83203485189706, 131, 77, 49, 'Male', 51.623342413929066, 1.7371276305452805, 0.060731132, 54, 17.107346964688954, 95, 'High Risk'),
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(198660, 63, 16, '54:46.2', 36.07915016737771, 98.71685836264352, 127, 80, 39, 'Female', 99.89297291, 1.5729028480759686, 0.058030137037608245, 47, 40.37672972157663, 95.66666666666667, 'High Risk'),
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(198664, 67, 12, '50:46.2', 36.726961323879635, 99.25944187977186, 139, 81, 74, 'Female', 63.98841273072198, 1.8863861682404093, 0.094817468, 58, 17.98208849845361, 100.33333333333333, 'High Risk'),
(198665, 82, 15, '49:46.2', 36.79043994984638, 97.25699222450977, 129, 88, 54, 'Female', 55.96726285889534, 1.896291609113011, 0.077134929, 41, 15.564093139993203, 101.66666666666667, 'High Risk'),
(198666, 70, 12, '48:46.2', 36.08611294663864, 99.81522563797347, 122, 84, 85, 'Female', 78.18996232509578, 1.5268793871133763, 0.10889447180569194, 38, 33.53833817864377, 96.66666666666667, 'High Risk'),
(198667, 83, 12, '47:46.2', 36.327519217647264, 96.26956693426044, 110, 85, 65, 'Female', 59.75531769, 1.9526156529227001, 0.098852111, 25, 15.672671352470447, 93.33333333333333, 'High Risk'),
(198668, 60, 14, '46:46.2', 37.45806606123397, 95.52726138674142, 119, 88, 84, 'Male', 60.78380889247069, 1.598300270413804, 0.11230099057048387, 31, 23.794203134551267, 98.33333333333333, 'Low Risk'),
(198669, 61, 14, '45:46.2', 37.13746108668446, 99.95855360622039, 135, 79, 52, 'Female', 71.92400072, 1.770022137752123, 0.072714688, 56, 22.95706904714699, 97.66666666666666, 'Low Risk'),
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(198757, 74, 19, '17:46.2', 36.38839688252235, 97.46833944501498, 123, 85, 32, 'Male', 68.23553842461155, 1.7379960634559002, 0.051074951, 38, 22.589834330234563, 97.66666666666667, 'Low Risk'),
(198758, 98, 16, '16:46.2', 37.31087008873016, 98.51343570156637, 124, 75, 87, 'Female', 64.16592659580735, 1.9511001030758106, 0.14058485648768976, 49, 16.85564462992675, 91.33333333333333, 'High Risk'),
(198759, 74, 13, '15:46.2', 37.287684246440165, 99.11493375, 136, 78, 25, 'Male', 92.99568679688471, 1.5030708889107687, 0.12047141856701787, 58, 41.16270238177409, 97.33333333333333, 'High Risk'),
(198760, 85, 13, '14:46.2', 37.16699532235183, 96.11242388600756, 137, 87, 87, 'Female', 77.47257047084909, 1.5253485768261121, 0.14530306978206997, 50, 33.29735706725781, 103.66666666666666, 'High Risk'),
(198761, 98, 19, '13:46.2', 37.41848164895574, 95.24389848286128, 112, 70, 82, 'Female', 92.14023190471133, 1.5376975262561272, 0.1319035259993624, 42, 38.967941947736705, 84, 'High Risk'),
(198762, 61, 13, '12:46.2', 36.02400458194272, 97.38917885507335, 110, 87, 24, 'Female', 78.27156341424266, 1.6361206563238246, 0.13761060258381622, 23, 29.23972967231826, 94.66666666666667, 'Low Risk'),
(198763, 74, 15, '11:46.2', 36.638676207818115, 99.88113962810569, 126, 75, 77, 'Female', 56.406446798445145, 1.8159008002176802, 0.1126484944162341, 51, 17.105843844101624, 92, 'High Risk'),
(198764, 82, 12, '10:46.2', 37.48438996367674, 99.43559053874762, 110, 71, 38, 'Female', 56.848406935075495, 1.6163204051511109, 0.10712051127867026, 39, 21.76022529649355, 84, 'Low Risk'),
(198765, 63, 15, '09:46.2', 37.12630441560815, 98.90751763839033, 115, 80, 39, 'Female', 58.26207884094858, 1.8428879656081132, 0.061103366, 35, 17.154896749902882, 91.66666666666667, 'High Risk'),
(198766, 82, 15, '08:46.2', 36.65325870036441, 97.09989370138153, 114, 73, 21, 'Male', 88.21755860259853, 1.6163573413034589, 0.113803448, 41, 33.76605118508099, 86.66666666666667, 'High Risk'),
(198767, 84, 12, '07:46.2', 37.49749722323335, 99.69579500868849, 132, 79, 70, 'Male', 55.47847154416459, 1.8255641684449142, 0.059936033, 53, 16.64678159, 96.66666666666666, 'High Risk'),
(198768, 69, 14, '06:46.2', 37.06357607, 98.15229836545414, 126, 78, 55, 'Female', 89.64924703, 1.5908595192221706, 0.12625164055525245, 48, 35.422807926085966, 94, 'High Risk'),
(198769, 70, 16, '05:46.2', 36.435064980964654, 96.20579020685818, 114, 84, 45, 'Female', 84.01586576, 1.7482229906621196, 0.066858508, 30, 27.489551386530785, 94, 'Low Risk'),
(198770, 61, 14, '04:46.2', 36.633706765411596, 97.75237303686308, 111, 84, 78, 'Male', 50.03370820281121, 1.5627236861966634, 0.064982433, 27, 20.48794038706823, 93, 'Low Risk'),
(198771, 94, 13, '03:46.2', 36.99230989534838, 97.49652218, 138, 87, 37, 'Male', 84.19567909456819, 1.932308275706329, 0.10121737698798922, 51, 22.54950310953117, 104, 'High Risk'),
(198772, 60, 13, '02:46.2', 36.89027097781723, 96.24891096093178, 123, 87, 87, 'Female', 50.52656249288013, 1.7195329410442968, 0.095266959, 36, 17.08829578022288, 99, 'High Risk'),
(198773, 66, 17, '01:46.2', 37.16498886716604, 97.25905168, 110, 80, 42, 'Male', 58.75421947689149, 1.9706509659742744, 0.086231285, 30, 15.129328061861077, 90, 'High Risk'),
(198774, 80, 18, '00:46.2', 36.051761941760184, 98.76588182, 112, 76, 86, 'Male', 97.88150355858161, 1.6446779511896104, 0.1402743934836876, 36, 36.18585940345461, 88, 'High Risk'),
(198775, 70, 18, '59:46.2', 36.87190346733197, 95.18169364, 116, 85, 28, 'Female', 83.49271477081561, 1.7516271335430462, 0.05816386, 31, 27.212300265017003, 95.33333333333333, 'Low Risk'),
(198776, 69, 14, '58:46.2', 36.39415166607952, 97.59476983018574, 134, 89, 39, 'Female', 63.732978797759344, 1.705789257096333, 0.11548447424363238, 45, 21.903497496492772, 104, 'Low Risk'),
(198777, 83, 13, '57:46.2', 36.904105060887524, 98.19432009058083, 126, 80, 72, 'Female', 88.17625048803296, 1.8279562287676274, 0.082713946, 46, 26.38882439537154, 95.33333333333333, 'Low Risk'),
(198778, 65, 12, '56:46.2', 37.24906211053633, 98.13968675997005, 130, 77, 34, 'Female', 53.01504377593182, 1.6995450134723806, 0.086599381, 53, 18.354129056509596, 94.66666666666666, 'High Risk'),
(198779, 81, 13, '55:46.2', 37.38040621191756, 98.15397208875366, 134, 89, 86, 'Female', 62.435633220053994, 1.8855964158405705, 0.085850608, 45, 17.560425408672838, 104, 'High Risk'),
(198780, 85, 15, '54:46.2', 36.00270573, 95.33161494446784, 122, 87, 89, 'Female', 81.63256915938919, 1.516141106479726, 0.14931682488385112, 35, 35.51274308140934, 98.66666666666667, 'High Risk'),
(198781, 85, 16, '53:46.2', 37.32872827455447, 97.65358773802178, 137, 75, 64, 'Male', 77.91501489462838, 1.6506193580101667, 0.10817561778385137, 62, 28.597448716269874, 95.66666666666666, 'Low Risk'),
(198782, 87, 18, '52:46.2', 36.59925318, 98.10830758854918, 122, 85, 32, 'Male', 90.63674275330925, 1.6223966975009672, 0.081935297, 37, 34.434214660091364, 97.33333333333333, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(198783, 60, 13, '51:46.2', 37.07229432306679, 99.54408383389985, 115, 76, 38, 'Female', 83.68114111087121, 1.895538051448883, 0.14999664244808106, 39, 23.289629508817928, 89, 'Low Risk'),
(198784, 75, 18, '50:46.2', 36.830435735897964, 95.36230232176351, 118, 88, 54, 'Female', 61.310311612614036, 1.9112634866267226, 0.093630549, 30, 16.78388122547779, 98, 'High Risk'),
(198785, 74, 16, '49:46.2', 36.47085638592142, 95.33500562521466, 137, 85, 72, 'Female', 62.27485865114353, 1.5506279583306708, 0.11716198148680644, 52, 25.899866773354756, 102.33333333333333, 'Low Risk'),
(198786, 93, 14, '48:46.2', 36.96341196506304, 95.76123472000465, 131, 74, 22, 'Male', 70.86958365914674, 1.9396127375745618, 0.14388838073866936, 57, 18.837784588868132, 93, 'High Risk'),
(198787, 96, 13, '47:46.2', 37.42426793462149, 95.18777841059861, 132, 77, 24, 'Female', 96.62152676962415, 1.9949135562461644, 0.11628399439371183, 55, 24.278716986577994, 95.33333333333333, 'High Risk'),
(198788, 66, 17, '46:46.2', 36.18173418802099, 99.40814393, 111, 84, 29, 'Male', 86.62056330514142, 1.9988778007194161, 0.0962071, 27, 21.67946267830031, 93, 'Low Risk'),
(198789, 99, 18, '45:46.2', 37.28679166674904, 98.58997626, 114, 87, 21, 'Male', 86.29531527942531, 1.9881643971935001, 0.1131811752438543, 27, 21.831452676802197, 96, 'High Risk'),
(198790, 86, 17, '44:46.2', 36.214425064843184, 95.14667402286202, 125, 79, 64, 'Female', 54.053982415561215, 1.8297324640356467, 0.14282056737689924, 46, 16.145537541788727, 94.33333333333333, 'High Risk'),
(198791, 71, 13, '43:46.2', 37.135292686843854, 95.34610952617534, 124, 84, 20, 'Female', 58.709291093054475, 1.9535878026116724, 0.13769606077127772, 40, 15.382997386220168, 97.33333333333333, 'High Risk'),
(198792, 76, 17, '42:46.2', 36.65809157554174, 96.86759764150644, 131, 83, 43, 'Female', 78.02011796549489, 1.5415839298493856, 0.11699486214995743, 48, 32.830103647476484, 99, 'High Risk'),
(198793, 75, 13, '41:46.2', 36.902464987277654, 99.61277720887215, 134, 77, 56, 'Male', 61.777066335593666, 1.8602351903900967, 0.11716478194668985, 57, 17.852192830760572, 96, 'High Risk'),
(198794, 96, 18, '40:46.2', 37.21033658089247, 97.12119481651213, 139, 77, 38, 'Male', 90.77825889946232, 1.9217050932921786, 0.087475582, 62, 24.581499195678937, 97.66666666666666, 'High Risk'),
(198795, 90, 14, '39:46.2', 37.239560236014356, 98.00009422581454, 125, 70, 77, 'Female', 51.09839769285316, 1.8469935712244983, 0.11386692128818578, 55, 14.978782493337356, 88.33333333333333, 'High Risk'),
(198796, 79, 14, '38:46.2', 36.53432394738313, 96.34709350606865, 113, 74, 27, 'Male', 69.04719646264464, 1.5284393480847163, 0.14969448998871585, 39, 29.55627034351394, 87, 'Low Risk'),
(198797, 66, 14, '37:46.2', 36.57117159794092, 96.0342925, 111, 80, 46, 'Female', 76.23546606702507, 1.9702620724326387, 0.10088903100152156, 31, 19.63853401215875, 90.33333333333333, 'Low Risk'),
(198798, 67, 12, '36:46.2', 37.146110166898744, 95.94316143400114, 139, 81, 65, 'Male', 56.540847870472675, 1.6646589135964769, 0.080698762, 58, 20.403834657622706, 100.33333333333333, 'Low Risk'),
(198799, 85, 18, '35:46.2', 37.11246002545847, 95.79408624951269, 137, 79, 31, 'Male', 79.27370036647272, 1.9035114814880492, 0.094206916, 58, 21.878529528476566, 98.33333333333333, 'Low Risk'),
(198800, 71, 19, '34:46.2', 36.48393486917265, 95.24986958675089, 117, 81, 59, 'Male', 51.41139233975683, 1.9896658283474122, 0.071804263, 36, 12.986708227753766, 93, 'High Risk'),
(198801, 74, 12, '33:46.2', 36.19236183900231, 95.815262, 118, 83, 78, 'Male', 98.74246174, 1.634846440612154, 0.1298534220975956, 35, 36.944519131735966, 94.66666666666667, 'High Risk'),
(198802, 64, 12, '32:46.2', 37.21575267200563, 97.55462724343604, 132, 82, 73, 'Male', 50.553654109500826, 1.7331880133613127, 0.11405663933198051, 50, 16.829111934042192, 98.66666666666666, 'High Risk'),
(198803, 83, 16, '31:46.2', 36.82085298, 98.61872028937599, 131, 77, 58, 'Female', 86.05613206660323, 1.6790208905956585, 0.12811628650487988, 54, 30.525980514939366, 95, 'High Risk'),
(198804, 86, 14, '30:46.2', 37.38667854725769, 97.20049952816278, 115, 87, 34, 'Male', 92.28493652450749, 1.8145505734924796, 0.057835967976353264, 28, 28.028035823802472, 96.33333333333333, 'Low Risk'),
(198805, 82, 16, '29:46.2', 36.64954538062465, 98.20793337957655, 134, 82, 74, 'Female', 85.12400026298647, 1.6409074518325295, 0.11514994536531392, 52, 31.614320359280985, 99.33333333333333, 'High Risk'),
(198806, 63, 18, '28:46.2', 36.75278049308873, 97.42637625348048, 117, 71, 49, 'Male', 52.47251822997542, 1.6240314604395714, 0.099402089, 46, 19.894958198478104, 86.33333333333333, 'Low Risk'),
(198807, 87, 14, '27:46.2', 37.021121998977925, 96.09204760656678, 137, 77, 55, 'Male', 91.72932278116375, 1.7766679375719432, 0.078477691, 60, 29.06000316549877, 97, 'Low Risk'),
(198808, 69, 14, '26:46.2', 37.15991037594515, 96.17129678, 131, 83, 54, 'Male', 74.99887892, 1.5030889371628693, 0.11809164655745062, 48, 33.19597393036587, 99, 'High Risk'),
(198809, 64, 13, '25:46.2', 36.52492123625687, 96.17922067735631, 137, 88, 46, 'Male', 73.49183711, 1.5365504926748406, 0.051472782307479065, 49, 31.12758526159143, 104.33333333333333, 'High Risk'),
(198810, 92, 12, '24:46.2', 37.37427554303898, 97.72273391266337, 135, 72, 45, 'Male', 86.67831714, 1.6026077325771366, 0.12467180218614347, 63, 33.748618770593524, 93, 'High Risk'),
(198811, 93, 13, '23:46.2', 37.448932363446986, 98.87904525798362, 115, 85, 18, 'Male', 92.35322583083459, 1.9302022868461588, 0.094004996, 30, 24.788281417347633, 95, 'High Risk'),
(198812, 78, 19, '22:46.2', 36.70928242383602, 99.84185491268363, 115, 77, 30, 'Male', 88.47347908535431, 1.7969542573414043, 0.099281063, 38, 27.399274387159522, 89.66666666666667, 'Low Risk'),
(198813, 69, 14, '21:46.2', 37.26523360639992, 99.09880780612468, 120, 89, 20, 'Female', 74.16909951791347, 1.5577035821323295, 0.1202815025124359, 31, 30.56703885908142, 99.33333333333333, 'High Risk'),
(198814, 63, 18, '20:46.2', 37.091656782530656, 98.70990606964787, 136, 85, 80, 'Male', 78.75713656518732, 1.7793397823126995, 0.13202519813530816, 51, 24.875518406138784, 102, 'Low Risk'),
(198815, 65, 19, '19:46.2', 37.09157059917757, 98.56118280286132, 125, 70, 82, 'Female', 70.53652658354449, 1.9801682508064709, 0.12497207348022792, 55, 17.989118561072424, 88.33333333333333, 'High Risk'),
(198816, 79, 13, '18:46.2', 36.725714775941654, 96.81602239292113, 127, 89, 70, 'Female', 92.05535022512117, 1.5143279798679647, 0.05196195, 38, 40.14293674342531, 101.66666666666667, 'High Risk'),
(198817, 83, 13, '17:46.2', 36.01805424305413, 99.63061671684507, 126, 83, 46, 'Male', 66.36011334, 1.5131188505183866, 0.0946049, 43, 28.98418116214525, 97.33333333333333, 'Low Risk'),
(198818, 93, 15, '16:46.2', 36.10587438973463, 95.88980559811526, 124, 87, 88, 'Female', 92.89054056632062, 1.5041569986327237, 0.099703781, 37, 41.05680526, 99.33333333333333, 'High Risk'),
(198819, 71, 13, '15:46.2', 36.39646276133341, 99.81341382707981, 122, 89, 59, 'Male', 92.30989928, 1.724065151201208, 0.098309729, 33, 31.05567193, 100, 'High Risk'),
(198820, 93, 13, '14:46.2', 36.72615864424907, 99.04039044100425, 136, 89, 77, 'Female', 80.76281895374856, 1.6317266295045119, 0.091943191, 47, 30.333090914786805, 104.66666666666667, 'High Risk'),
(198821, 98, 17, '13:46.2', 37.39866594651186, 98.91937939799872, 130, 86, 87, 'Male', 61.83258464458546, 1.7727367179764868, 0.12738235348850882, 44, 19.67564238223569, 100.66666666666667, 'High Risk'),
(198822, 67, 12, '12:46.2', 36.68739100936111, 97.39057726625575, 120, 76, 73, 'Female', 58.09044994152217, 1.787751217113427, 0.12473561739688535, 44, 18.175676134230365, 90.66666666666667, 'High Risk'),
(198823, 73, 13, '11:46.2', 37.10655943958196, 96.09948711550106, 127, 89, 71, 'Male', 73.96223009423312, 1.6472562200766776, 0.07446964, 38, 27.257604464303427, 101.66666666666667, 'Low Risk'),
(198824, 82, 19, '10:46.2', 36.867393973030396, 96.26018784, 121, 80, 84, 'Male', 89.03467597, 1.8405849085982044, 0.12823205180923303, 41, 26.28133782813662, 93.66666666666667, 'Low Risk'),
(198825, 93, 19, '09:46.2', 36.79569777365277, 95.72527462987081, 129, 86, 52, 'Female', 78.29972757, 1.6336354282200698, 0.13669410557293765, 43, 29.339314631272007, 100.33333333333333, 'High Risk'),
(198826, 84, 18, '08:46.2', 37.41289868370765, 95.04770503195809, 136, 84, 29, 'Male', 67.58281901927343, 1.544603236344584, 0.14210326351315336, 52, 28.327119992650463, 101.33333333333333, 'Low Risk'),
(198827, 73, 16, '07:46.2', 36.10953817578093, 96.85569927042499, 130, 79, 52, 'Male', 99.30404526757363, 1.5167293244234505, 0.09877028, 51, 43.166891267490946, 96, 'High Risk'),
(198828, 76, 13, '06:46.2', 36.80882699859956, 97.20806284735704, 120, 85, 81, 'Female', 99.45912723806507, 1.8074576814530001, 0.1034876609083128, 35, 30.444466520936572, 96.66666666666667, 'High Risk'),
(198829, 69, 17, '05:46.2', 36.89549583950293, 96.17879887277597, 118, 89, 85, 'Male', 72.64117377659656, 1.705584295124104, 0.1325684001374507, 29, 24.971031143877056, 98.66666666666667, 'Low Risk'),
(198830, 77, 16, '04:46.2', 36.691561674129815, 99.66057179096535, 114, 74, 72, 'Male', 69.92093644671698, 1.8143633269705353, 0.097527679, 40, 21.240205683243914, 87.33333333333333, 'Low Risk'),
(198831, 77, 15, '03:46.2', 37.45589818762745, 99.47598921386567, 128, 85, 44, 'Male', 69.10724551, 1.6778773462490615, 0.088916886, 43, 24.54726788800994, 99.33333333333333, 'Low Risk'),
(198832, 66, 12, '02:46.2', 37.002584164823666, 95.28926408342507, 129, 84, 30, 'Female', 75.85752605740353, 1.9698218554425002, 0.11115426423504152, 45, 19.54991041122595, 99, 'Low Risk'),
(198833, 72, 14, '01:46.2', 36.15509142081393, 95.85465245813829, 118, 79, 45, 'Female', 92.82351784, 1.5047664764957966, 0.120262949, 39, 40.993953924335145, 92, 'High Risk'),
(198834, 74, 16, '00:46.2', 36.10200474235425, 98.03660523396621, 117, 74, 63, 'Female', 92.58812022145602, 1.5144348164121726, 0.12317786083107432, 43, 40.36956745571125, 88.33333333333333, 'High Risk'),
(198835, 76, 12, '59:46.2', 36.747293950907526, 96.18539784, 139, 85, 82, 'Male', 73.20885831838423, 1.7981858487412994, 0.058219077, 54, 22.640941523764234, 103, 'Low Risk'),
(198836, 85, 19, '58:46.2', 37.08589658, 97.84234605633394, 122, 84, 88, 'Male', 54.79175089, 1.5013091979570479, 0.051645799, 38, 24.309436279348148, 96.66666666666667, 'Low Risk'),
(198837, 87, 15, '57:46.2', 36.29566780818177, 99.41657887609728, 120, 85, 64, 'Male', 97.67543255, 1.5441429323838174, 0.063037675, 35, 40.96475362223872, 96.66666666666667, 'High Risk'),
(198838, 98, 17, '56:46.2', 36.995406859162095, 96.57430913569748, 132, 89, 47, 'Male', 79.98516191185901, 1.562861131017161, 0.063940934, 43, 32.746783444428125, 103.33333333333333, 'High Risk'),
(198839, 74, 16, '55:46.2', 36.621181519000416, 95.21548176784547, 135, 76, 34, 'Female', 52.65900947507399, 1.8509374799446758, 0.12070725461823448, 59, 15.370542158901147, 95.66666666666666, 'High Risk'),
(198840, 98, 19, '54:46.2', 37.351338317614605, 95.25134312012675, 118, 87, 67, 'Female', 89.26518896856183, 1.764717788459857, 0.07465215, 31, 28.663657236356762, 97.33333333333333, 'High Risk'),
(198841, 79, 18, '53:46.2', 37.27528294151746, 95.68974255645998, 117, 81, 55, 'Female', 70.67623122029339, 1.8066793248771555, 0.11445763380626757, 36, 21.65265886026024, 93, 'Low Risk'),
(198842, 83, 12, '52:46.2', 36.22693567193205, 97.93296238493207, 115, 74, 18, 'Male', 67.10918052, 1.6482539188725065, 0.1097904546187666, 41, 24.70209011068311, 87.66666666666667, 'Low Risk'),
(198843, 73, 18, '51:46.2', 36.61942183, 95.63723888871444, 134, 70, 24, 'Female', 54.04976370659894, 1.514140023024958, 0.1351130794356521, 64, 23.575543913397308, 91.33333333333333, 'Low Risk'),
(198844, 96, 12, '50:46.2', 36.32099062397459, 96.04446052528331, 121, 77, 46, 'Female', 58.970286692798226, 1.7600054939400964, 0.1459929370132202, 44, 19.03729291590735, 91.66666666666667, 'High Risk'),
(198845, 99, 13, '49:46.2', 36.982519459619695, 99.38737505209484, 127, 74, 29, 'Male', 92.59846075, 1.9454184754835933, 0.088776429, 53, 24.466829497677363, 91.66666666666666, 'High Risk'),
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(198847, 80, 12, '47:46.2', 36.15082291067784, 97.44800562815105, 130, 81, 23, 'Male', 55.59660163068033, 1.766632341691519, 0.1345910839493079, 49, 17.81377211922038, 97.33333333333333, 'High Risk'),
(198848, 83, 17, '46:46.2', 37.22678434212405, 99.30673994417073, 113, 86, 74, 'Male', 83.35880433536336, 1.5700833868075392, 0.1476770221965922, 27, 33.81473902892295, 95, 'High Risk'),
(198849, 71, 19, '45:46.2', 36.97861650120965, 99.92770118, 138, 74, 74, 'Female', 88.22648053, 1.6746419208731353, 0.051270042, 64, 31.45973339, 95.33333333333333, 'High Risk'),
(198850, 91, 14, '44:46.2', 36.070181432472644, 96.70605317767237, 132, 79, 46, 'Female', 88.13824243030305, 1.9754949198032596, 0.097350109, 53, 22.584607722695665, 96.66666666666666, 'High Risk'),
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(198852, 70, 13, '42:46.2', 37.229935894902724, 98.49265359387562, 126, 80, 25, 'Male', 79.34753240509764, 1.9841382288347427, 0.13521239505891233, 46, 20.155314337021462, 95.33333333333333, 'Low Risk'),
(198853, 73, 13, '41:46.2', 37.44090304, 98.76844530390603, 123, 70, 41, 'Male', 58.934159766955716, 1.5131425928431506, 0.12305956533931452, 53, 25.73993131, 87.66666666666666, 'Low Risk'),
(198854, 69, 18, '40:46.2', 36.49484235, 98.65697842676994, 124, 71, 38, 'Female', 94.54697589141207, 1.8053476514198428, 0.11321533654790013, 53, 29.00854537139103, 88.66666666666666, 'Low Risk'),
(198855, 81, 14, '39:46.2', 36.62728062421537, 96.81530012617874, 133, 70, 33, 'Female', 86.03928967870527, 1.9716455376506894, 0.050415479952425374, 63, 22.132941489963446, 91, 'Low Risk'),
(198856, 87, 17, '38:46.2', 36.28651151964242, 97.09965752673256, 128, 72, 30, 'Female', 71.04138011768444, 1.863874336436553, 0.11503279798776199, 56, 20.44928523400186, 90.66666666666666, 'Low Risk'),
(198857, 96, 19, '37:46.2', 37.23266723375842, 97.21921347, 116, 86, 85, 'Male', 87.1903527, 1.6070812118317899, 0.078030932, 30, 33.75924976951325, 96, 'High Risk'),
(198858, 80, 17, '36:46.2', 36.55160126697865, 98.64520035664772, 139, 81, 58, 'Female', 51.22266771, 1.8165466547939157, 0.099914457, 58, 15.522764910832867, 100.33333333333333, 'High Risk'),
(198859, 65, 15, '35:46.2', 36.18722934794108, 99.35084008, 130, 83, 74, 'Male', 64.63638781146312, 1.575843464632951, 0.087960153, 47, 26.02860711868284, 98.66666666666667, 'Low Risk'),
(198860, 71, 17, '34:46.2', 36.46820277, 99.13675911, 123, 74, 60, 'Male', 88.32588121276018, 1.9356286228634976, 0.05738421, 49, 23.574576945018276, 90.33333333333333, 'Low Risk'),
(198861, 61, 12, '33:46.2', 37.03501131, 96.37915428051765, 126, 75, 66, 'Female', 92.99931888725756, 1.7983103047046147, 0.058345741, 51, 28.757458523222557, 92, 'Low Risk'),
(198862, 94, 17, '32:46.2', 37.41288434337572, 97.80143792583362, 130, 82, 24, 'Female', 62.384630728234875, 1.877376357307182, 0.13910846373586133, 48, 17.700067401313657, 98, 'High Risk'),
(198863, 88, 14, '31:46.2', 36.81221875, 95.96616048, 136, 76, 45, 'Female', 57.01780430226783, 1.6641455862639112, 0.091183573, 60, 20.588649207875957, 96, 'Low Risk'),
(198864, 68, 12, '30:46.2', 37.266087665135494, 97.04627261547584, 119, 87, 87, 'Female', 92.00215675, 1.9775137840334795, 0.077596676, 32, 23.526589216529953, 97.66666666666667, 'Low Risk'),
(198865, 73, 12, '29:46.2', 36.316917588176224, 98.36338824041502, 118, 73, 47, 'Male', 93.15336848275136, 1.6975333584480348, 0.12712422207179525, 45, 32.32674139814544, 88, 'High Risk'),
(198866, 75, 17, '28:46.2', 36.59659549610913, 96.74492174, 127, 78, 43, 'Female', 91.15757017869113, 1.5011831771052595, 0.071486781, 49, 40.45063678, 94.33333333333333, 'High Risk'),
(198867, 73, 14, '27:46.2', 36.89950687512487, 97.93359337328324, 123, 84, 66, 'Male', 60.28797997530839, 1.8650253039883042, 0.13678949285255942, 39, 17.33250265736761, 97, 'High Risk'),
(198868, 76, 15, '26:46.2', 36.27881944, 96.46742307995675, 137, 72, 39, 'Male', 89.34652735417302, 1.5725743511683161, 0.054340663, 65, 36.12894678275517, 93.66666666666666, 'High Risk'),
(198869, 94, 16, '25:46.2', 36.403403388129675, 98.59154232159426, 125, 83, 86, 'Male', 85.76831876151059, 1.8943160290090537, 0.098192009, 42, 23.90132783773373, 97, 'High Risk'),
(198870, 95, 15, '24:46.2', 36.06516068364754, 95.70934840932973, 124, 79, 52, 'Male', 70.94696952, 1.7839923136407638, 0.1474567761903539, 45, 22.29194134381719, 94, 'High Risk'),
(198871, 93, 16, '23:46.2', 37.47938008146085, 97.17769796691053, 121, 76, 38, 'Female', 96.96712640575021, 1.5854487364333436, 0.14068733348068727, 45, 38.576259738200285, 91, 'High Risk'),
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(198873, 90, 14, '21:46.2', 36.41145030571677, 95.88463630453556, 134, 71, 72, 'Female', 50.69574091911079, 1.9910176007787261, 0.1374372951976697, 63, 12.788549127287512, 92, 'High Risk'),
(198874, 61, 19, '20:46.2', 37.35134620831529, 95.37359643598093, 131, 81, 60, 'Male', 92.76953959734439, 1.702343885883977, 0.11492463968288492, 50, 32.011852764437755, 97.66666666666666, 'High Risk'),
(198875, 75, 14, '19:46.2', 36.72550362543013, 96.51500388046655, 123, 80, 44, 'Male', 73.37408524872478, 1.798941972961272, 0.11078089656334192, 43, 22.672968789698267, 94.33333333333333, 'Low Risk'),
(198876, 93, 13, '18:46.2', 36.76542978623058, 96.71827087160165, 110, 74, 33, 'Male', 64.60784513185845, 1.5385861019199212, 0.084563796, 36, 27.292394863674698, 86, 'High Risk'),
(198877, 79, 14, '17:46.2', 36.54892771937169, 98.23188619377957, 119, 77, 57, 'Male', 68.74652956586193, 1.5849687235666596, 0.11629086107971899, 42, 27.36587796254943, 91, 'Low Risk'),
(198878, 88, 16, '16:46.2', 36.372402388275866, 99.41259728039775, 120, 89, 36, 'Male', 90.42213601, 1.617124881220227, 0.13806048907475715, 31, 34.57702655830405, 99.33333333333333, 'High Risk'),
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(198880, 66, 18, '14:46.2', 37.210660321758084, 95.85279634, 132, 81, 22, 'Male', 61.45838612030677, 1.7663821837109852, 0.1163685434232341, 51, 19.697531349063528, 98, 'Low Risk'),
(198881, 70, 15, '13:46.2', 37.04153940717407, 95.74273387913667, 137, 82, 48, 'Female', 61.84550731507538, 1.962170881239074, 0.10543172810690749, 55, 16.06329012706064, 100.33333333333333, 'High Risk'),
(198882, 60, 13, '12:46.2', 36.821398288585335, 95.34042146218722, 116, 86, 30, 'Male', 85.89755479683905, 1.8616103965367121, 0.077062584, 30, 24.785815340118383, 96, 'Low Risk'),
(198883, 66, 17, '11:46.2', 36.51081749185284, 96.36787967506714, 113, 75, 74, 'Female', 74.80876025190815, 1.615516523597683, 0.075317716, 38, 28.663528337784616, 87.66666666666667, 'Low Risk'),
(198884, 62, 13, '10:46.2', 37.45945658331702, 96.86794002241083, 126, 81, 56, 'Male', 74.53383441, 1.743784063439573, 0.14437130151675495, 45, 24.511396519022927, 96, 'Low Risk'),
(198885, 82, 19, '09:46.2', 37.10326114810586, 97.50416869218661, 113, 77, 45, 'Male', 66.07390948846378, 1.5199326230643668, 0.14232184768054879, 36, 28.601007438221213, 89, 'Low Risk'),
(198886, 81, 17, '08:46.2', 37.152478606685584, 95.59507647983882, 135, 76, 57, 'Female', 53.59598675537573, 1.9708690619165667, 0.12873793875472428, 59, 13.798018625594496, 95.66666666666666, 'High Risk'),
(198887, 68, 15, '07:46.2', 36.23564061401574, 95.08255748418814, 123, 76, 47, 'Male', 84.37263399942748, 1.5065094775425036, 0.10270377661696634, 47, 37.175590106793635, 91.66666666666667, 'High Risk'),
(198888, 93, 18, '06:46.2', 36.415917867402996, 95.51968253, 114, 72, 54, 'Male', 54.512106435550464, 1.694597991335458, 0.10110335596931441, 42, 18.982770169015104, 86, 'High Risk'),
(198889, 88, 18, '05:46.2', 36.105919119620765, 98.84519843151728, 134, 89, 56, 'Female', 74.34308762705913, 1.8784879799085539, 0.065957252, 45, 21.068021526524493, 104, 'Low Risk'),
(198890, 98, 18, '04:46.2', 37.148958008325515, 98.58401900628937, 111, 71, 19, 'Female', 80.17897246, 1.8195741327290798, 0.052876746, 40, 24.217035463481626, 84.33333333333333, 'High Risk'),
(198891, 90, 13, '03:46.2', 36.81911969111288, 95.98248571918045, 117, 84, 86, 'Female', 63.33673224750291, 1.600867762581012, 0.11912351169026923, 33, 24.714096304650365, 95, 'Low Risk'),
(198892, 66, 17, '02:46.2', 36.850981675265935, 95.54522710861083, 116, 80, 22, 'Female', 87.42061068, 1.7729830842538958, 0.10869202850973586, 36, 27.81023455617405, 92, 'Low Risk'),
(198893, 91, 17, '01:46.2', 36.27714319, 97.59341361633759, 125, 84, 58, 'Male', 53.28385917162854, 1.960284567118368, 0.097466822, 41, 13.866199047450843, 97.66666666666667, 'High Risk'),
(198894, 96, 17, '00:46.2', 36.52171295645961, 96.35067572051763, 126, 79, 88, 'Female', 89.02865339695873, 1.9664970131377317, 0.1271894300805203, 47, 23.022009155225454, 94.66666666666667, 'High Risk'),
(198895, 98, 12, '59:46.2', 37.46462696013223, 98.87660927638967, 120, 71, 19, 'Female', 63.08720757989035, 1.679392710620934, 0.12547189398675362, 49, 22.368495632719377, 87.33333333333333, 'High Risk'),
(198896, 62, 12, '58:46.2', 37.107844387965905, 99.4779847, 110, 87, 34, 'Female', 74.11535539135477, 1.5232974293236488, 0.092299788, 23, 31.94028427124229, 94.66666666666667, 'High Risk'),
(198897, 99, 18, '57:46.2', 36.33209005, 96.10018652130108, 113, 84, 55, 'Female', 67.06891853, 1.7807141907752762, 0.10381573787475856, 29, 21.15109540463138, 93.66666666666667, 'High Risk'),
(198898, 86, 17, '56:46.2', 36.20672727150139, 97.15149377465228, 120, 83, 29, 'Female', 75.47878125957985, 1.6056579057040075, 0.061291861, 37, 29.276478394858977, 95.33333333333333, 'Low Risk'),
(198899, 66, 14, '55:46.2', 36.28331512584151, 96.90940182906154, 110, 84, 69, 'Female', 96.89461422617586, 1.9114328, 0.10225747739986733, 26, 26.520491561415128, 92.66666666666667, 'Low Risk'),
(198900, 66, 18, '54:46.2', 37.05850462083425, 98.77460030332944, 124, 80, 52, 'Female', 69.36747639, 1.9134141714606474, 0.093105, 44, 18.946889515544704, 94.66666666666667, 'Low Risk'),
(198901, 88, 12, '53:46.2', 36.75956201054389, 95.80889956019736, 126, 74, 39, 'Male', 59.187300969155885, 1.5160522785392196, 0.091850025, 52, 25.75136063538304, 91.33333333333333, 'Low Risk'),
(198902, 74, 17, '52:46.2', 37.13838191711572, 96.68797407253902, 122, 77, 45, 'Female', 65.97056186105856, 1.7189306639076563, 0.066757502, 45, 22.327158986442775, 92, 'Low Risk'),
(198903, 80, 18, '51:46.2', 37.42766922986435, 97.55645817769599, 126, 78, 71, 'Female', 81.43770431710891, 1.765947233885064, 0.059723281, 48, 26.113800204697913, 94, 'Low Risk'),
(198904, 94, 17, '50:46.2', 36.206463272966054, 96.26431641595278, 111, 74, 75, 'Female', 88.39633845767399, 1.7027515230010724, 0.094819014, 37, 30.488195547676046, 86.33333333333333, 'High Risk'),
(198905, 65, 16, '49:46.2', 36.00672491892508, 97.33604492263007, 128, 78, 20, 'Male', 72.74066608, 1.905399176531282, 0.10221242913499289, 50, 20.035737224114353, 94.66666666666666, 'Low Risk'),
(198906, 80, 14, '48:46.2', 36.03977326401841, 98.34124954710248, 111, 78, 53, 'Female', 99.37825293929063, 1.8472751532751963, 0.13241679740315687, 33, 29.12246822, 89, 'Low Risk'),
(198907, 80, 15, '47:46.2', 37.13573646353348, 97.28665412341347, 126, 74, 74, 'Male', 79.18302250329052, 1.7767633605899094, 0.083523477, 52, 25.082619817888837, 91.33333333333333, 'Low Risk'),
(198908, 92, 15, '46:46.2', 37.34953788261892, 99.21497835215621, 116, 87, 61, 'Male', 77.70284225443721, 1.8476482814923625, 0.096656502, 29, 22.761364840268534, 96.66666666666667, 'High Risk'),
(198909, 83, 19, '45:46.2', 36.90648391045493, 98.39156540452346, 115, 79, 29, 'Male', 78.60078688138202, 1.9350866264438473, 0.066517667, 36, 20.99065887448888, 91, 'Low Risk'),
(198910, 90, 18, '44:46.2', 37.19274079179872, 96.74563545963433, 126, 89, 32, 'Male', 66.50768008501203, 1.9977826674901658, 0.1109661852839513, 37, 16.663848832791352, 101.33333333333333, 'High Risk'),
(198911, 64, 14, '43:46.2', 37.16988042573795, 99.72605965, 113, 85, 24, 'Male', 63.37718815727979, 1.845075215940893, 0.053659061, 28, 18.616790717124296, 94.33333333333333, 'Low Risk'),
(198912, 72, 14, '42:46.2', 36.96024641116883, 99.21712773332669, 130, 75, 18, 'Female', 87.98122696119395, 1.5183478377700173, 0.098533742, 55, 38.163435524776396, 93.33333333333333, 'High Risk'),
(198913, 99, 15, '41:46.2', 36.194328914739856, 95.27345574117253, 121, 73, 62, 'Male', 96.45254971490242, 1.5708869796340006, 0.075515957, 48, 39.08623443773808, 89, 'High Risk'),
(198914, 96, 13, '40:46.2', 36.446398780459695, 98.18754563269071, 137, 83, 48, 'Male', 75.41346587242826, 1.7064523657020179, 0.053124854709799635, 54, 25.89766215861799, 101, 'High Risk'),
(198915, 86, 19, '39:46.2', 37.42764275, 97.52455423155371, 122, 81, 79, 'Male', 71.53877380914268, 1.7955818238889552, 0.053671818, 41, 22.188660790126047, 94.66666666666667, 'Low Risk'),
(198916, 76, 18, '38:46.2', 36.59672350268974, 97.51647397878735, 112, 71, 49, 'Female', 73.39167511999469, 1.7790608583136192, 0.14929247362436537, 41, 23.188101400528286, 84.66666666666667, 'Low Risk'),
(198917, 96, 15, '37:46.2', 36.79971169236353, 98.52742257922216, 130, 86, 33, 'Male', 99.40006727, 1.884962921524433, 0.1253235810958621, 44, 27.97570596825755, 100.66666666666667, 'High Risk'),
(198918, 73, 19, '36:46.2', 37.092773571034755, 97.67113344220606, 110, 70, 34, 'Male', 86.52538987016305, 1.6867528565329266, 0.13406286228526626, 40, 30.411697096119042, 83.33333333333333, 'High Risk'),
(198919, 87, 15, '35:46.2', 37.443969063251615, 95.96234076766898, 130, 72, 80, 'Male', 91.50683021772576, 1.614754406519857, 0.097853318, 58, 35.09462086418416, 91.33333333333333, 'High Risk'),
(198920, 77, 19, '34:46.2', 36.427982367972845, 96.53395566297812, 117, 86, 78, 'Female', 77.53100823041353, 1.9135114054912485, 0.11264321354842291, 31, 21.174507669808005, 96.33333333333333, 'Low Risk'),
(198921, 94, 13, '33:46.2', 36.73665701505678, 98.37001133720646, 120, 84, 34, 'Male', 81.50895910193982, 1.7259716946669874, 0.12845757093728877, 36, 27.36138069682934, 96, 'High Risk'),
(198922, 70, 14, '32:46.2', 36.007172287451546, 97.39188512267773, 138, 89, 57, 'Female', 93.52542789983218, 1.6665909469296034, 0.062342544760520646, 49, 33.67221355582652, 105.33333333333333, 'High Risk'),
(198923, 80, 17, '31:46.2', 36.217677805183385, 96.30322339638917, 121, 79, 46, 'Female', 91.08743153416182, 1.858837744269982, 0.095292022, 42, 26.36182613195876, 93, 'Low Risk'),
(198924, 83, 12, '30:46.2', 37.30286799602791, 96.34134509583332, 129, 85, 27, 'Female', 59.40341058622686, 1.7821528091573784, 0.072093033, 44, 18.703440450908047, 99.66666666666667, 'Low Risk'),
(198925, 91, 14, '29:46.2', 36.12519019576277, 99.40944189829702, 133, 88, 69, 'Male', 50.76787967551159, 1.8435832027490302, 0.10829497606756952, 45, 14.937005482006953, 103, 'High Risk'),
(198926, 69, 14, '28:46.2', 36.57428988713411, 99.34311422801039, 138, 87, 23, 'Male', 58.76775788951794, 1.8355783721044843, 0.06602411, 51, 17.44187854290815, 104, 'High Risk'),
(198927, 69, 19, '27:46.2', 36.43031362225477, 97.28870255916794, 121, 79, 27, 'Male', 61.492608120408214, 1.8693383885962438, 0.11927613321224181, 42, 17.597341573533587, 93, 'High Risk'),
(198928, 84, 13, '26:46.2', 37.47987765010186, 95.43919480011346, 123, 86, 44, 'Female', 71.57630596426813, 1.854686998496471, 0.08161706, 37, 20.80788915713043, 98.33333333333333, 'Low Risk'),
(198929, 61, 19, '25:46.2', 36.452771236662166, 95.06650386793936, 126, 72, 59, 'Male', 77.64586426964382, 1.7846177967992956, 0.14986192406569077, 54, 24.37967372994459, 90, 'Low Risk'),
(198930, 77, 16, '24:46.2', 36.87191704096224, 98.47038906592574, 135, 85, 79, 'Male', 93.91191522434494, 1.5410755800804965, 0.093793149, 50, 39.54329186561396, 101.66666666666666, 'High Risk'),
(198931, 66, 18, '23:46.2', 37.046038391808885, 99.66654618527161, 124, 74, 79, 'Male', 55.98989408374983, 1.969301333172164, 0.087863435, 50, 14.437277232690988, 90.66666666666666, 'High Risk'),
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(199019, 78, 14, '55:46.2', 37.09751373279734, 97.75110482660257, 126, 84, 26, 'Female', 92.78967004761647, 1.6174206559799167, 0.089548045, 42, 35.469385142426965, 98, 'High Risk'),
(199020, 69, 12, '54:46.2', 37.02726306207775, 98.65406357007716, 129, 87, 46, 'Female', 97.10517493387408, 1.8343999205059212, 0.059584079, 42, 28.857209285470667, 101, 'Low Risk'),
(199021, 80, 19, '53:46.2', 36.81912067, 99.18483601268794, 137, 88, 86, 'Female', 79.69046757, 1.914186830510236, 0.12308890555394705, 49, 21.74892156495824, 104.33333333333333, 'Low Risk'),
(199022, 93, 13, '52:46.2', 37.07377455787457, 96.3945414, 138, 88, 74, 'Male', 64.41608235455661, 1.6870308810755763, 0.1385826921857598, 50, 22.633318952262673, 104.66666666666666, 'High Risk'),
(199023, 83, 15, '51:46.2', 36.44595160882436, 96.79086180768057, 134, 83, 72, 'Male', 75.90375042926155, 1.627371811108343, 0.1411263674887221, 51, 28.66088899384877, 100, 'Low Risk'),
(199024, 76, 15, '50:46.2', 36.867804455971516, 99.10282101149143, 111, 81, 55, 'Female', 68.67558540630064, 1.8306678153995473, 0.07853287, 30, 20.491949522212966, 91, 'Low Risk'),
(199025, 76, 14, '49:46.2', 36.18303632651422, 99.98515428685656, 130, 88, 76, 'Male', 97.07935001498615, 1.7279326311095906, 0.10255093334896373, 42, 32.51421308700173, 102, 'High Risk'),
(199026, 86, 19, '48:46.2', 36.604305937615976, 99.36513488179745, 134, 89, 82, 'Female', 87.42134684906142, 1.881673959024594, 0.128890939, 45, 24.690435135406954, 104, 'Low Risk'),
(199027, 78, 13, '47:46.2', 37.40300638757327, 97.73098354849058, 133, 74, 55, 'Female', 73.30979367628733, 1.6718908173762654, 0.052481017, 59, 26.22685240830246, 93.66666666666666, 'Low Risk'),
(199028, 92, 12, '46:46.2', 36.66395499299422, 96.67459161853826, 119, 78, 36, 'Female', 81.24350699, 1.6287082854986408, 0.10732159781155642, 41, 30.626830195351598, 91.66666666666667, 'High Risk'),
(199029, 80, 17, '45:46.2', 36.81119663772973, 99.84945289937028, 126, 72, 63, 'Male', 99.61817243696166, 1.5589936226648242, 0.056890271, 54, 40.98735495, 90, 'High Risk'),
(199030, 86, 14, '44:46.2', 37.45321865449977, 97.08839898452841, 135, 73, 41, 'Male', 93.18611315394915, 1.6533781156723166, 0.14709423882117512, 62, 34.08841650029869, 93.66666666666666, 'High Risk'),
(199031, 61, 15, '43:46.2', 36.01893069685556, 97.25028015522584, 111, 87, 27, 'Male', 78.41367547, 1.875108631034486, 0.097102739, 24, 22.301750108173362, 95, 'Low Risk'),
(199032, 80, 13, '42:46.2', 37.27857477694147, 97.06083743720693, 110, 73, 22, 'Male', 52.29437591081646, 1.6524896428541112, 0.050303911, 37, 19.150384232736183, 85.33333333333333, 'Low Risk'),
(199033, 85, 12, '41:46.2', 36.429368290948545, 98.73806872878141, 122, 71, 39, 'Male', 80.11243001084358, 1.7470081767114758, 0.075486322, 51, 26.248834814983347, 88, 'Low Risk'),
(199034, 71, 18, '40:46.2', 36.92181212778805, 96.05389544331653, 124, 81, 24, 'Female', 98.52594319086325, 1.5633361066644458, 0.091369729, 43, 40.31307107264154, 95.33333333333333, 'High Risk'),
(199035, 62, 16, '39:46.2', 36.095830754666835, 98.12961310025413, 136, 71, 48, 'Male', 72.72035071281465, 1.5440111693338654, 0.10521496580412062, 65, 30.50388039050974, 92.66666666666666, 'High Risk'),
(199036, 99, 13, '38:46.2', 37.175409546161255, 98.42256809572113, 114, 78, 76, 'Male', 54.59249783096642, 1.5143694762611908, 0.060914502, 36, 23.80505946997541, 90, 'High Risk'),
(199037, 81, 15, '37:46.2', 36.52772551772868, 95.61944605357104, 128, 72, 68, 'Female', 94.89743237, 1.8964209107627976, 0.11652466577206776, 56, 26.38669463571348, 90.66666666666666, 'Low Risk'),
(199038, 95, 19, '36:46.2', 36.11920261476537, 99.08693704250544, 116, 83, 83, 'Female', 64.35389497629238, 1.6684486364732916, 0.05831109, 33, 23.117941196349197, 94, 'High Risk'),
(199039, 86, 15, '35:46.2', 36.55365977968114, 97.69469042, 124, 77, 53, 'Female', 86.53470379219272, 1.724490945720483, 0.14682693528385332, 47, 29.098357444714484, 92.66666666666667, 'Low Risk'),
(199040, 82, 15, '34:46.2', 37.06718825142404, 95.04197112985084, 115, 70, 22, 'Female', 73.36150563, 1.644036943226237, 0.062507721, 45, 27.14220280786228, 85, 'Low Risk'),
(199041, 79, 13, '33:46.2', 36.935997206979174, 98.37611589, 113, 75, 31, 'Male', 93.20258390229763, 1.6867961283865474, 0.084216157, 38, 32.75689749003168, 87.66666666666667, 'High Risk'),
(199042, 82, 12, '32:46.2', 37.349134611448676, 98.89503118853135, 121, 79, 46, 'Male', 75.74331237903704, 1.927201616565467, 0.090692002, 42, 20.393416594274836, 93, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(199043, 85, 13, '31:46.2', 36.251900113302256, 95.99708044263497, 131, 88, 44, 'Male', 81.26487765138967, 1.5869946968432023, 0.064055713, 43, 32.26650560988912, 102.33333333333333, 'High Risk'),
(199044, 69, 16, '30:46.2', 37.125518139914305, 99.46335512458744, 134, 79, 68, 'Male', 72.37396184510749, 1.6684868277710967, 0.10910279838664147, 55, 25.997811012011052, 97.33333333333333, 'Low Risk'),
(199045, 87, 18, '29:46.2', 36.11650008318364, 98.02437199053149, 123, 73, 47, 'Male', 90.89501244304383, 1.7783095045045605, 0.14461767012297544, 50, 28.74255387743438, 89.66666666666666, 'Low Risk'),
(199046, 60, 17, '28:46.2', 36.853366057619034, 99.83240073364284, 117, 82, 86, 'Male', 55.38830838349609, 1.9724848173356921, 0.085500839, 35, 14.23609126364434, 93.66666666666667, 'High Risk'),
(199047, 63, 12, '27:46.2', 37.08832263487792, 97.74455173419277, 119, 77, 45, 'Male', 57.58360417566019, 1.6757754805297187, 0.11846221043493872, 42, 20.505349724622548, 91, 'Low Risk'),
(199048, 93, 12, '26:46.2', 37.10307751157124, 98.07240645783084, 119, 89, 33, 'Female', 67.36054681752896, 1.946684549125544, 0.084482558, 30, 17.775197719540316, 99, 'High Risk'),
(199049, 69, 13, '25:46.2', 36.33426689, 98.39412994, 134, 71, 25, 'Female', 61.39683507499935, 1.8919739136509839, 0.11810611748547652, 63, 17.15203665864694, 92, 'High Risk'),
(199050, 81, 13, '24:46.2', 36.96837080131944, 98.30155934321644, 131, 83, 78, 'Male', 97.00658883733988, 1.7159080334702126, 0.13509698093067862, 48, 32.946798379164605, 99, 'High Risk'),
(199051, 63, 12, '23:46.2', 37.272981094961125, 95.70015231294717, 135, 71, 73, 'Female', 87.42783667, 1.787588711335768, 0.11689914813827039, 64, 27.359901241881694, 92.33333333333333, 'Low Risk'),
(199052, 92, 17, '22:46.2', 36.095420921514055, 98.74836060711337, 114, 70, 43, 'Female', 60.58338883, 1.8161247963851914, 0.098024487, 44, 18.368013355420654, 84.66666666666667, 'High Risk'),
(199053, 71, 18, '21:46.2', 36.32695401975241, 95.28941248511376, 113, 78, 80, 'Female', 74.72677741933686, 1.6150131892655701, 0.050429621, 35, 28.649965738297645, 89.66666666666667, 'Low Risk'),
(199054, 74, 16, '20:46.2', 37.46105776213723, 97.36356316930217, 132, 81, 40, 'Female', 86.1329185, 1.5472367690571338, 0.068998002, 51, 35.97954010201285, 98, 'High Risk'),
(199055, 95, 18, '19:46.2', 36.683943923639916, 95.25687172373841, 116, 82, 38, 'Female', 96.62540410843695, 1.685622941324061, 0.13017612899420844, 34, 34.007167184244516, 93.33333333333333, 'High Risk'),
(199056, 84, 12, '18:46.2', 36.270254100302274, 96.79223098337025, 126, 86, 39, 'Male', 89.37732929055012, 1.6806663480500208, 0.14192628205229124, 40, 31.642031945770864, 99.33333333333333, 'High Risk'),
(199057, 61, 15, '17:46.2', 37.000126408641286, 96.64224579124242, 119, 81, 54, 'Female', 90.77544120285582, 1.9124971038497272, 0.11841600333956379, 38, 24.81800090724013, 93.66666666666667, 'Low Risk'),
(199058, 82, 16, '16:46.2', 36.627984678243934, 98.68165993, 123, 81, 67, 'Female', 56.366139881183244, 1.5816133704484587, 0.1235083890128527, 42, 22.532928501897295, 95, 'Low Risk'),
(199059, 68, 19, '15:46.2', 36.22763278795205, 96.02564976336836, 129, 85, 60, 'Female', 89.22552350534501, 1.9594103489904877, 0.14770853669647227, 44, 23.240116975764483, 99.66666666666667, 'Low Risk'),
(199060, 86, 12, '14:46.2', 36.73405165698627, 99.15346416964785, 125, 74, 29, 'Male', 80.34019916932425, 1.9381824917888242, 0.1275530477705682, 51, 21.386689871817662, 91, 'Low Risk'),
(199061, 85, 16, '13:46.2', 36.566104736110304, 95.07028412225525, 115, 72, 28, 'Male', 87.64526742663196, 1.7031801092739274, 0.12544740355256162, 43, 30.213936871742593, 86.33333333333333, 'High Risk'),
(199062, 75, 17, '12:46.2', 36.000517759527746, 98.78592758955568, 136, 85, 63, 'Male', 71.48414532363005, 1.9663228925972176, 0.138953426, 51, 18.488431057068492, 102, 'High Risk'),
(199063, 78, 18, '11:46.2', 36.296348862169715, 95.97136677177939, 111, 77, 57, 'Female', 83.13156747, 1.5339285209574753, 0.065020064, 34, 35.330983282757884, 88.33333333333333, 'High Risk'),
(199064, 79, 14, '10:46.2', 36.60393787868342, 95.28232391379281, 129, 83, 66, 'Male', 58.683716634980584, 1.6788215599836347, 0.1495608404336679, 46, 20.821333264644494, 98.33333333333333, 'Low Risk'),
(199065, 83, 16, '09:46.2', 36.55974890821224, 97.07130836413367, 122, 89, 58, 'Female', 94.07004059826633, 1.6907091006601793, 0.092172479, 33, 32.90891399970227, 100, 'High Risk'),
(199066, 61, 19, '08:46.2', 36.203592194388186, 97.79398424224563, 122, 85, 70, 'Male', 64.66160375, 1.5794293504548833, 0.074321091, 37, 25.920660473297687, 97.33333333333333, 'Low Risk'),
(199067, 72, 15, '07:46.2', 36.00298548234717, 97.21467762519234, 135, 76, 80, 'Female', 80.64296288541429, 1.5709836555437349, 0.071186884, 59, 32.67556775069479, 95.66666666666666, 'High Risk'),
(199068, 82, 17, '06:46.2', 36.56554016444792, 95.53326147983657, 110, 84, 67, 'Male', 98.42699241259518, 1.690287625494038, 0.068949268, 26, 34.45029861423617, 92.66666666666667, 'High Risk'),
(199069, 89, 18, '05:46.2', 36.61460698, 98.34265550011543, 126, 85, 75, 'Female', 88.87110098, 1.5047470492321264, 0.10533993736518331, 41, 39.24944858513048, 98.66666666666667, 'High Risk'),
(199070, 91, 18, '04:46.2', 37.32993678813218, 95.06934063592341, 112, 72, 85, 'Male', 74.86691998134907, 1.9020553584858289, 0.099240185, 40, 20.693962663441816, 85.33333333333333, 'High Risk'),
(199071, 99, 15, '03:46.2', 36.18387085614176, 97.32030153029702, 113, 89, 61, 'Male', 97.37484669348981, 1.6680996306333011, 0.14913013811806036, 24, 34.994743493145094, 97, 'High Risk'),
(199072, 62, 18, '02:46.2', 36.02425937004159, 99.89428526024138, 132, 80, 89, 'Male', 76.56608749943737, 1.8793871644876052, 0.070492952, 52, 21.67723782913847, 97.33333333333333, 'Low Risk'),
(199073, 76, 14, '01:46.2', 37.08904000730217, 98.66001965, 131, 87, 37, 'Male', 61.492871833180835, 1.7722143592855515, 0.1395774303874848, 44, 19.57907967557609, 101.66666666666667, 'Low Risk'),
(199074, 95, 17, '00:46.2', 36.022341079968115, 99.93903408745555, 110, 77, 48, 'Female', 93.56006066641353, 1.8197146658633223, 0.092694643, 33, 28.25425784857576, 88, 'High Risk'),
(199075, 67, 13, '59:46.2', 36.10264054230963, 96.92516301117504, 113, 89, 35, 'Female', 66.59073562, 1.5150075568514718, 0.066019089, 24, 29.01243726012918, 97, 'Low Risk'),
(199076, 86, 15, '58:46.2', 36.69273370125858, 95.37336937, 139, 85, 50, 'Male', 51.913713819426704, 1.918045909171741, 0.13255492951138786, 54, 14.11120505356554, 103, 'High Risk'),
(199077, 89, 13, '57:46.2', 36.11683178670864, 98.92171908, 127, 74, 49, 'Male', 70.20724499, 1.5554716371274953, 0.077540605, 53, 29.017349340599758, 91.66666666666666, 'Low Risk'),
(199078, 98, 18, '56:46.2', 36.13359626366519, 99.45931691576212, 120, 86, 59, 'Female', 86.01671912353476, 1.7123254780926667, 0.10797652733649818, 34, 29.33663085653021, 97.33333333333333, 'High Risk'),
(199079, 97, 18, '55:46.2', 37.31217863120551, 99.21699035, 118, 84, 24, 'Male', 51.88859273376461, 1.869678689000274, 0.10061561639549005, 34, 14.843555362857904, 95.33333333333333, 'High Risk'),
(199080, 97, 15, '54:46.2', 37.36872501, 96.65223124061731, 110, 72, 39, 'Female', 83.35888571876741, 1.8899464862215394, 0.14837122315847312, 38, 23.33742235501008, 84.66666666666667, 'High Risk'),
(199081, 98, 12, '53:46.2', 37.214904846552194, 95.39611209567153, 111, 89, 34, 'Male', 62.016859236400116, 1.5897519222695782, 0.10880454094440956, 22, 24.53867171782252, 96.33333333333333, 'High Risk'),
(199082, 83, 13, '52:46.2', 37.43500333802409, 96.44007435594618, 113, 82, 22, 'Female', 72.59439389614873, 1.5829328814208083, 0.098089275, 31, 28.971973712861555, 92.33333333333333, 'Low Risk'),
(199083, 93, 12, '51:46.2', 37.20610351349686, 98.19617960178158, 116, 88, 81, 'Male', 99.45420147689437, 1.9877287419881202, 0.054678445, 28, 25.17148859589448, 97.33333333333333, 'High Risk'),
(199084, 84, 17, '50:46.2', 37.00148572206764, 99.87633424212503, 110, 87, 36, 'Female', 55.49179074590105, 1.5908040970216142, 0.089169872, 23, 21.92781398, 94.66666666666667, 'Low Risk'),
(199085, 68, 18, '49:46.2', 36.32437922319684, 95.84536261581776, 134, 89, 34, 'Male', 51.47168755796509, 1.5209329798637612, 0.057578609868653575, 45, 22.25093438, 104, 'Low Risk'),
(199086, 89, 15, '48:46.2', 36.42156996656802, 97.39515554531509, 114, 86, 26, 'Female', 70.80721643895002, 1.6611329380552475, 0.076633553, 28, 25.66071434997804, 95.33333333333333, 'Low Risk'),
(199087, 92, 16, '47:46.2', 36.18985196827813, 95.98361383668193, 135, 86, 27, 'Female', 53.33029710992425, 1.8668088532813356, 0.13417596941969762, 49, 15.302919705396263, 102.33333333333333, 'High Risk'),
(199088, 60, 19, '46:46.2', 36.06411337982176, 98.96775173001221, 123, 76, 59, 'Female', 62.11291578, 1.8586924874153894, 0.055807763, 47, 17.979053706493797, 91.66666666666667, 'High Risk'),
(199089, 67, 18, '45:46.2', 36.539851052164465, 97.33094780731626, 123, 80, 58, 'Male', 99.88815683, 1.9793140789070771, 0.1403529781351466, 43, 25.496735099157277, 94.33333333333333, 'Low Risk'),
(199090, 61, 12, '44:46.2', 36.50066389529076, 98.64286115, 132, 78, 39, 'Female', 68.42494429, 1.7411764321356122, 0.11342026203445275, 54, 22.569861409427435, 96, 'Low Risk'),
(199091, 65, 13, '43:46.2', 36.21969343502297, 99.66944712333756, 110, 87, 77, 'Male', 91.06796542, 1.7464718375962867, 0.070107914, 23, 29.856745085375376, 94.66666666666667, 'Low Risk'),
(199092, 97, 12, '42:46.2', 36.11140973979505, 99.62911755969145, 116, 87, 60, 'Male', 92.01830053432352, 1.8284843833688722, 0.063789028, 29, 27.52274187903433, 96.66666666666667, 'High Risk'),
(199093, 60, 12, '41:46.2', 36.95885587621397, 99.86681027308133, 135, 73, 82, 'Female', 72.36533782271991, 1.9634889638928983, 0.1418166340586789, 62, 18.77040592, 93.66666666666666, 'Low Risk'),
(199094, 64, 16, '40:46.2', 36.778808113610495, 99.03703262998309, 135, 74, 54, 'Male', 73.69090735006087, 1.559979258927588, 0.12577885457843813, 61, 30.28142131524861, 94.33333333333333, 'High Risk'),
(199095, 60, 16, '39:46.2', 36.93515514260367, 95.33995678459497, 121, 71, 19, 'Male', 53.58890335582656, 1.5574609240095734, 0.061958327, 50, 22.092280631346107, 87.66666666666666, 'Low Risk'),
(199096, 97, 19, '38:46.2', 36.51527324977404, 95.32436600870187, 112, 75, 32, 'Female', 91.65772862375033, 1.8606192116172984, 0.099966359, 37, 26.476104645951423, 87.33333333333333, 'High Risk'),
(199097, 88, 17, '37:46.2', 37.21212251126454, 97.07746194713269, 134, 87, 27, 'Male', 70.33719047735204, 1.9333185822948489, 0.097783066, 47, 18.818203755153966, 102.66666666666667, 'Low Risk'),
(199098, 83, 12, '36:46.2', 36.24067927912289, 98.96017456321445, 139, 74, 40, 'Male', 51.42958210200838, 1.585077467671678, 0.075235218, 65, 20.469725115067487, 95.66666666666666, 'Low Risk'),
(199099, 86, 16, '35:46.2', 36.85618112688459, 96.39324582778315, 127, 71, 29, 'Male', 53.809911258589786, 1.5196753814660762, 0.085236387, 56, 23.300252091431577, 89.66666666666666, 'Low Risk'),
(199100, 73, 15, '34:46.2', 36.52836649271461, 97.89518788786636, 128, 73, 77, 'Female', 75.19536460994615, 1.5820637796054458, 0.077128687, 55, 30.042985903794808, 91.33333333333333, 'High Risk'),
(199101, 89, 12, '33:46.2', 36.28640996113099, 96.61925102702297, 120, 71, 73, 'Male', 85.06840662836706, 1.7253871742968627, 0.096247924, 49, 28.57558747018579, 87.33333333333333, 'Low Risk'),
(199102, 83, 17, '32:46.2', 37.02143019308195, 96.92309534033238, 126, 72, 58, 'Female', 59.52456591883919, 1.9281542432355678, 0.13941981978455376, 54, 16.010787448590584, 90, 'High Risk'),
(199103, 90, 15, '31:46.2', 36.009403098396355, 95.81703143363181, 138, 88, 34, 'Female', 80.73231417325745, 1.9499400893562866, 0.14940399916443778, 50, 21.232682483992445, 104.66666666666666, 'Low Risk'),
(199104, 72, 13, '30:46.2', 36.088006572086556, 95.09139957499117, 133, 84, 80, 'Female', 85.03729277657195, 1.6799716908976694, 0.1365294056088493, 49, 30.130441722424916, 100.33333333333333, 'High Risk'),
(199105, 62, 12, '29:46.2', 36.12997467, 98.26864575, 111, 75, 48, 'Female', 70.47480222054142, 1.6256931375368882, 0.13376507030676743, 36, 26.665929145834493, 87, 'Low Risk'),
(199106, 77, 19, '28:46.2', 36.42178423756321, 99.60270436080575, 113, 78, 70, 'Male', 95.97817277918958, 1.9706004572822198, 0.062882058, 35, 24.71583681603839, 89.66666666666667, 'Low Risk'),
(199107, 78, 14, '27:46.2', 36.89683593, 97.89803312827976, 123, 83, 74, 'Male', 60.38905354854647, 1.630221965086596, 0.12585072309019396, 40, 22.722951545335683, 96.33333333333333, 'Low Risk'),
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(199282, 82, 18, '32:46.2', 36.22362203910386, 98.16788592591688, 130, 71, 69, 'Male', 68.12632778911468, 1.7204864577876042, 0.054919514, 59, 23.015078613395566, 90.66666666666666, 'Low Risk'),
(199283, 91, 12, '31:46.2', 37.03032295758792, 96.15464086693797, 138, 89, 88, 'Female', 84.83054137953778, 1.8189547216945583, 0.11869647574398576, 49, 25.639435643213737, 105.33333333333333, 'High Risk'),
(199284, 86, 14, '30:46.2', 37.452078446364986, 98.44062892852334, 113, 70, 82, 'Female', 97.18978937128163, 1.6915658962290772, 0.089547895, 43, 33.96587441, 84.33333333333333, 'High Risk'),
(199285, 89, 19, '29:46.2', 36.018882024759314, 97.06391736, 137, 87, 47, 'Female', 75.45120418072749, 1.748000304452771, 0.087790626, 50, 24.693529413723617, 103.66666666666666, 'Low Risk'),
(199286, 63, 18, '28:46.2', 36.37476062532701, 97.42517241268717, 130, 71, 44, 'Male', 50.48548262134752, 1.5024059605796407, 0.075327593, 59, 22.366185187457003, 90.66666666666666, 'Low Risk'),
(199287, 81, 14, '27:46.2', 37.45744100448231, 96.72767200506296, 134, 80, 45, 'Female', 71.88398828826567, 1.802312834550226, 0.075227648, 54, 22.129510828087454, 98, 'Low Risk'),
(199288, 83, 13, '26:46.2', 36.59587097335813, 98.27997056574885, 123, 88, 41, 'Male', 80.23371786701867, 1.9324662895951141, 0.1343466258365692, 35, 21.484886490549844, 99.66666666666667, 'Low Risk'),
(199289, 74, 18, '25:46.2', 36.70562764169988, 97.72105556137414, 110, 88, 68, 'Female', 51.158323351782414, 1.6509888034759097, 0.14441262550049744, 22, 18.768434392592784, 95.33333333333333, 'Low Risk'),
(199290, 65, 15, '24:46.2', 36.498796564610004, 98.17854542028084, 120, 77, 75, 'Male', 97.93370760904597, 1.5180196065703104, 0.14015443253052612, 43, 42.49887508176059, 91.33333333333333, 'High Risk'),
(199291, 74, 12, '23:46.2', 36.96173232992446, 97.07022104637629, 120, 71, 75, 'Male', 72.62575026246705, 1.5452547629469016, 0.11374675484251105, 49, 30.415184140507005, 87.33333333333333, 'High Risk'),
(199292, 82, 18, '22:46.2', 36.46396135, 99.99155118206303, 118, 86, 84, 'Male', 66.98384570345121, 1.7689758678886898, 0.054705366, 32, 21.405543586586436, 96.66666666666667, 'Low Risk'),
(199293, 78, 14, '21:46.2', 36.88760754865262, 95.24217170683572, 121, 76, 54, 'Female', 66.44123527, 1.505907759936631, 0.10522271365682453, 45, 29.298201111334222, 91, 'Low Risk'),
(199294, 84, 14, '20:46.2', 36.73363082410715, 99.3452838, 132, 73, 64, 'Female', 56.11255861440265, 1.8840708372860573, 0.11508909382945429, 59, 15.80758833306266, 92.66666666666666, 'High Risk'),
(199295, 94, 12, '19:46.2', 36.894739541051806, 99.64871634007439, 137, 87, 36, 'Female', 96.95218564075779, 1.7294629442325224, 0.14049855533103056, 50, 32.41418314899904, 103.66666666666666, 'High Risk'),
(199296, 95, 12, '18:46.2', 37.075057271987745, 98.74370868960295, 137, 85, 74, 'Female', 50.94270048546777, 1.9612561391057224, 0.080113829, 52, 13.243821882688383, 102.33333333333333, 'High Risk'),
(199297, 79, 13, '17:46.2', 36.14198114, 95.41744717074943, 120, 89, 40, 'Female', 70.28126278498002, 1.8438045260281615, 0.13219109681696992, 31, 20.67329979814668, 99.33333333333333, 'Low Risk'),
(199298, 60, 18, '16:46.2', 36.531090719584235, 95.01498445951957, 139, 77, 46, 'Male', 94.46871512589625, 1.8145271109018049, 0.10856035156639829, 62, 28.692017414111728, 97.66666666666666, 'Low Risk'),
(199299, 63, 18, '15:46.2', 36.673240652454226, 96.78316185081059, 115, 74, 48, 'Male', 88.30253642638415, 1.6396919474706326, 0.064452089, 41, 32.843440930335646, 87.66666666666667, 'High Risk'),
(199300, 89, 14, '14:46.2', 36.390191595518054, 97.52835756005416, 110, 72, 26, 'Male', 64.38495602480631, 1.5755428117677017, 0.053500874898557586, 38, 25.937253468927846, 84.66666666666667, 'Low Risk'),
(199301, 66, 18, '13:46.2', 36.06332524219204, 96.39270868573654, 121, 89, 57, 'Male', 79.85598356884536, 1.6420229881086668, 0.10285905106636378, 32, 29.61754094, 99.66666666666667, 'Low Risk'),
(199302, 95, 17, '12:46.2', 36.596647638636234, 99.4724754, 128, 84, 29, 'Female', 60.681215466216564, 1.7441600427234383, 0.13123322078289434, 44, 19.94718453374702, 98.66666666666667, 'High Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(199303, 90, 13, '11:46.2', 36.20605610875467, 99.02778604434963, 118, 79, 82, 'Female', 55.62530095879395, 1.977847332886096, 0.1449253134170143, 39, 14.219582382914117, 92, 'High Risk'),
(199304, 60, 12, '10:46.2', 36.75742899880518, 99.72634412799957, 112, 79, 77, 'Female', 71.25402363, 1.5214426259943932, 0.098281167, 33, 30.782099251870616, 90, 'High Risk'),
(199305, 84, 15, '09:46.2', 37.39443722331905, 98.23904483661526, 132, 88, 44, 'Female', 55.451267955178174, 1.5152060546242212, 0.13800048879244814, 44, 24.152833476681533, 102.66666666666667, 'Low Risk'),
(199306, 77, 18, '08:46.2', 36.08098457, 98.00061942276771, 126, 80, 63, 'Male', 87.63833200253458, 1.608595161545971, 0.1121660652458393, 46, 33.86886063596958, 95.33333333333333, 'High Risk'),
(199307, 78, 17, '07:46.2', 36.97384034861313, 96.85613426778121, 114, 89, 40, 'Male', 87.99061955937613, 1.9615037965040472, 0.13051949323187556, 25, 22.869573718452067, 97.33333333333333, 'Low Risk'),
(199308, 60, 14, '06:46.2', 36.810676980634724, 96.06172384440781, 114, 88, 56, 'Female', 89.49315109, 1.6909292513509038, 0.09050505, 26, 31.299609981907576, 96.66666666666667, 'High Risk'),
(199309, 80, 17, '05:46.2', 36.06091842278146, 97.96596011221213, 118, 77, 23, 'Female', 52.33873615142737, 1.7703110215321909, 0.10013819083452977, 41, 16.700292777503858, 90.66666666666667, 'High Risk'),
(199310, 73, 12, '04:46.2', 36.67952652159017, 98.48079976966062, 127, 85, 66, 'Female', 94.17694466070932, 1.9785469752812033, 0.069385422, 42, 24.057575917825424, 99, 'Low Risk'),
(199311, 65, 13, '03:46.2', 37.374470847839376, 98.24851223, 131, 78, 60, 'Male', 92.47688398931064, 1.5109746653872382, 0.1258894906260586, 53, 40.505950033942334, 95.66666666666666, 'High Risk'),
(199312, 69, 15, '02:46.2', 36.268329691066135, 95.84640864392345, 123, 76, 20, 'Female', 75.40061998769991, 1.9278247328958231, 0.10157779291966179, 47, 20.288027340335905, 91.66666666666667, 'Low Risk'),
(199313, 70, 12, '01:46.2', 36.536253448575536, 96.95406274480307, 116, 86, 39, 'Male', 76.08772121266594, 1.9951592897758812, 0.074537582, 30, 19.114345335954507, 96, 'Low Risk'),
(199314, 63, 18, '00:46.2', 36.59825692583068, 96.86859468965723, 114, 71, 48, 'Male', 75.76819339736265, 1.7802707032821317, 0.14581523269333946, 43, 23.90643634790542, 85.33333333333333, 'Low Risk'),
(199315, 99, 12, '59:46.2', 36.200004948119556, 96.78736433736202, 117, 72, 86, 'Male', 62.853215419736756, 1.824940264616202, 0.069302493, 45, 18.872532995789065, 87, 'High Risk'),
(199316, 90, 14, '58:46.2', 36.48482368802034, 97.45440449, 116, 75, 65, 'Female', 85.16848050948725, 1.824462884494396, 0.11907633134978107, 41, 25.586379282509476, 88.66666666666667, 'Low Risk'),
(199317, 88, 12, '57:46.2', 36.224030576890776, 98.61380496853924, 124, 72, 39, 'Female', 71.75929715404823, 1.7006392957313017, 0.053727044, 52, 24.811542044871832, 89.33333333333333, 'Low Risk'),
(199318, 74, 19, '56:46.2', 37.13594782249042, 99.65627929119525, 131, 73, 40, 'Female', 98.17159772619812, 1.973095140691844, 0.10636298823647394, 58, 25.21679019530917, 92.33333333333333, 'Low Risk'),
(199319, 67, 16, '55:46.2', 36.939610543383296, 97.347024, 128, 85, 58, 'Male', 77.73913721708608, 1.6223241064838216, 0.061981346026375284, 43, 29.53687011924516, 99.33333333333333, 'Low Risk'),
(199320, 78, 14, '54:46.2', 37.41077247361104, 98.59583794245017, 138, 79, 87, 'Male', 79.66114432603547, 1.9364467859408423, 0.1381784913945987, 59, 21.24395666302456, 98.66666666666666, 'Low Risk'),
(199321, 71, 19, '53:46.2', 36.31115515514517, 97.69176873222489, 120, 87, 60, 'Female', 59.36332238738794, 1.576928973869159, 0.10311129840386382, 33, 23.872281858468376, 98, 'Low Risk'),
(199322, 97, 15, '52:46.2', 36.772133068086454, 95.49929620978362, 111, 88, 34, 'Male', 86.38072641101826, 1.7063226366210738, 0.099296099, 23, 29.66842880026618, 95.66666666666667, 'High Risk'),
(199323, 76, 19, '51:46.2', 36.93410231484856, 97.36797003612304, 131, 83, 69, 'Female', 50.91917668, 1.7173340317112165, 0.075039309, 48, 17.26520822154546, 99, 'High Risk'),
(199324, 69, 15, '50:46.2', 36.019500931723215, 95.14411853081982, 137, 84, 18, 'Female', 52.45664425398957, 1.9190166855871378, 0.06960612, 53, 14.244362021779667, 101.66666666666666, 'High Risk'),
(199325, 65, 12, '49:46.2', 36.71351028431758, 98.84883127119731, 133, 76, 32, 'Male', 88.69911363524545, 1.7223141018072559, 0.086022238, 57, 29.901609465408736, 95, 'Low Risk'),
(199326, 71, 16, '48:46.2', 36.21130379710509, 96.5123799, 121, 71, 71, 'Male', 80.34786750322104, 1.7455624990946859, 0.11662095540821539, 50, 26.369600387942928, 87.66666666666666, 'Low Risk'),
(199327, 81, 12, '47:46.2', 37.07821334412869, 98.92660795838945, 113, 73, 87, 'Female', 88.51314921048656, 1.5684942110369422, 0.12681403016543097, 40, 35.97840883222105, 86.33333333333333, 'High Risk'),
(199328, 66, 12, '46:46.2', 37.018925274592874, 98.77787703429777, 133, 73, 86, 'Male', 60.40109970433323, 1.977124559501138, 0.14969281264701745, 60, 15.45171837424063, 93, 'High Risk'),
(199329, 93, 15, '45:46.2', 37.02483864296142, 97.26057495236729, 124, 86, 46, 'Male', 92.40582306, 1.8335311390953466, 0.13535425634800446, 38, 27.486709945115138, 98.66666666666667, 'High Risk'),
(199330, 67, 15, '44:46.2', 36.17050752166489, 95.39830078300497, 117, 81, 75, 'Female', 60.37302513543454, 1.8069817991591717, 0.13032742367658787, 36, 18.489934873960323, 93, 'High Risk'),
(199331, 99, 15, '43:46.2', 36.87150657546462, 95.61600381935038, 132, 73, 76, 'Female', 99.11729416724835, 1.9720585052377666, 0.088423233, 59, 25.486479375313948, 92.66666666666666, 'High Risk'),
(199332, 65, 14, '42:46.2', 37.15757948428904, 97.47538829, 131, 77, 25, 'Male', 73.01488579941754, 1.7116882351519864, 0.14131396871001525, 54, 24.920805689089956, 95, 'Low Risk'),
(199333, 73, 13, '41:46.2', 37.07493887428684, 95.53209351859924, 139, 86, 80, 'Male', 98.87726087882731, 1.6055285010438796, 0.11715143613662977, 53, 38.35839155302808, 103.66666666666666, 'High Risk'),
(199334, 95, 17, '40:46.2', 37.05481872, 98.03678659294039, 122, 88, 79, 'Male', 58.60235840569215, 1.6374959310828876, 0.059544532, 34, 21.855192454013945, 99.33333333333333, 'High Risk'),
(199335, 63, 19, '39:46.2', 36.565542559915876, 95.05327708201175, 110, 70, 44, 'Male', 95.41101567226764, 1.5539125120148434, 0.1377618691283897, 40, 39.51349015367609, 83.33333333333333, 'High Risk'),
(199336, 87, 14, '38:46.2', 36.60007612818722, 97.22224285562116, 138, 78, 65, 'Female', 67.85815228579916, 1.5779974246236153, 0.1368329454256253, 60, 27.251439623026364, 98, 'Low Risk'),
(199337, 88, 15, '37:46.2', 37.102556662177456, 97.91315660330123, 115, 77, 78, 'Female', 75.35446988864757, 1.8676984380537323, 0.13959518552489497, 38, 21.602076901342155, 89.66666666666667, 'Low Risk'),
(199338, 74, 16, '36:46.2', 37.19205036712988, 98.85251224467714, 115, 70, 39, 'Male', 88.01274614184798, 1.9008243875403896, 0.092992263, 45, 24.35911923555057, 85, 'Low Risk'),
(199339, 93, 16, '35:46.2', 36.176192813357275, 95.70211158070202, 134, 86, 43, 'Female', 87.32644515853588, 1.831539214914261, 0.14073148414317221, 48, 26.032347803666465, 102, 'High Risk'),
(199340, 63, 19, '34:46.2', 36.91966157566165, 95.87064257780084, 112, 75, 24, 'Male', 56.660839452850475, 1.683414779435265, 0.074079874, 37, 19.994048122041363, 87.33333333333333, 'Low Risk'),
(199341, 73, 12, '33:46.2', 36.892648243395456, 95.50145488935311, 130, 88, 57, 'Male', 55.01395260835882, 1.645563704976197, 0.12725437192724076, 42, 20.316245363541654, 102, 'Low Risk'),
(199342, 78, 13, '32:46.2', 36.97786095066338, 96.44865368768262, 110, 87, 49, 'Female', 55.924860952932036, 1.5930406496992737, 0.076898639, 23, 22.03693533436017, 94.66666666666667, 'Low Risk'),
(199343, 60, 14, '31:46.2', 36.30909152773857, 95.05454311009706, 111, 71, 87, 'Female', 60.20473540410432, 1.9678776993240588, 0.10803255209328393, 40, 15.546564882220382, 84.33333333333333, 'High Risk'),
(199344, 81, 14, '30:46.2', 36.10311852571026, 96.25933398349437, 110, 73, 33, 'Male', 74.01033215812305, 1.5364553858345738, 0.051508736, 37, 31.351075582430468, 85.33333333333333, 'High Risk'),
(199345, 79, 16, '29:46.2', 36.21250569029688, 97.33854620852512, 135, 77, 83, 'Female', 58.829091757608026, 1.9605965881135508, 0.10413441795328532, 58, 15.30437710990096, 96.33333333333333, 'High Risk'),
(199346, 95, 16, '28:46.2', 36.446937755044026, 99.57157389956194, 127, 77, 26, 'Male', 65.30181874750375, 1.8954916585353028, 0.081065372, 50, 18.175297237516677, 93.66666666666666, 'High Risk'),
(199347, 81, 16, '27:46.2', 36.899778818198385, 97.72321131547376, 115, 75, 42, 'Female', 89.83515091215385, 1.8739530191137574, 0.12578678388499817, 40, 25.581670704730332, 88.33333333333333, 'Low Risk'),
(199348, 70, 17, '26:46.2', 36.189671783243085, 95.15455039695281, 128, 73, 26, 'Female', 81.78529253745565, 1.7006449899613505, 0.091187844, 55, 28.277947473994615, 91.33333333333333, 'Low Risk'),
(199349, 99, 18, '25:46.2', 36.44920694748196, 97.11449608328269, 121, 80, 43, 'Male', 84.76505639, 1.9945454076053526, 0.073744106, 41, 21.30732840305542, 93.66666666666667, 'High Risk'),
(199350, 89, 15, '24:46.2', 37.46617617369131, 97.41391727459157, 115, 82, 66, 'Female', 66.93026406990893, 1.714385494948848, 0.10231211633954479, 33, 22.772230513667196, 93, 'Low Risk'),
(199351, 75, 12, '23:46.2', 36.97431239586353, 97.60955717318855, 121, 72, 37, 'Female', 80.15423888057472, 1.7562500245812942, 0.087582184, 49, 25.986860068928422, 88.33333333333333, 'Low Risk'),
(199352, 95, 14, '22:46.2', 36.35412013583364, 96.55431646379603, 137, 75, 54, 'Male', 97.2810981, 1.7691400566920568, 0.07867237, 62, 31.08164762523873, 95.66666666666666, 'High Risk'),
(199353, 91, 19, '21:46.2', 36.46627334781131, 99.90809186554725, 135, 84, 63, 'Female', 68.21055974536151, 1.769241648993412, 0.087057394, 51, 21.791007225142415, 101, 'High Risk'),
(199354, 92, 15, '20:46.2', 37.11923767895205, 98.90831608797767, 138, 78, 83, 'Male', 71.81077586932305, 1.9105583665509764, 0.050834575, 60, 19.672927870173574, 98, 'High Risk'),
(199355, 71, 14, '19:46.2', 36.82770867451069, 96.37185900503613, 123, 85, 38, 'Male', 71.35505513139489, 1.8570942782323552, 0.052224374057952674, 38, 20.689826185106014, 97.66666666666667, 'Low Risk'),
(199356, 63, 16, '18:46.2', 36.18656358851076, 96.42653333603836, 137, 71, 85, 'Female', 62.236667138915735, 1.6475005947331667, 0.086036914, 66, 22.929530771145618, 93, 'Low Risk'),
(199357, 74, 13, '17:46.2', 36.04973846440697, 99.39095088417936, 115, 87, 19, 'Male', 55.491160798728764, 1.7183495649213385, 0.11243126631716713, 28, 18.793201712887296, 96.33333333333333, 'Low Risk'),
(199358, 85, 15, '16:46.2', 36.538749477494164, 96.89981749, 117, 74, 44, 'Female', 91.80840757936392, 1.853076629429118, 0.059952132809253184, 43, 26.73595470954948, 88.33333333333333, 'Low Risk'),
(199359, 85, 15, '15:46.2', 37.41781472932786, 96.39782548672959, 135, 78, 56, 'Female', 62.77612407290877, 1.9644299885868315, 0.13950419919665008, 57, 16.26752141917912, 97, 'High Risk'),
(199360, 85, 17, '14:46.2', 36.61079008383647, 97.36834940286126, 137, 86, 61, 'Female', 73.59212679407848, 1.793209393187458, 0.10471128294903409, 51, 22.885971030627427, 103, 'Low Risk'),
(199361, 63, 18, '13:46.2', 36.85491409026647, 99.56547595723963, 123, 76, 58, 'Male', 58.59199263212987, 1.7528233235673736, 0.065869895, 47, 19.07049566978076, 91.66666666666667, 'Low Risk'),
(199362, 73, 16, '12:46.2', 36.22981195905078, 95.33408432, 113, 70, 78, 'Male', 94.69801547178048, 1.7017011584139154, 0.072000447, 43, 32.70199809164818, 84.33333333333333, 'High Risk'),
(199363, 85, 18, '11:46.2', 36.78990726355368, 96.23246718, 122, 75, 40, 'Male', 59.48401799269946, 1.830626832290391, 0.13531902, 47, 17.75009366, 90.66666666666667, 'High Risk'),
(199364, 85, 12, '10:46.2', 36.62219173347824, 96.24857722318912, 125, 86, 55, 'Male', 76.32332707752255, 1.9286565482043887, 0.13952138162980376, 39, 20.518589434494164, 99, 'Low Risk'),
(199365, 99, 15, '09:46.2', 37.05032820565644, 97.70503023236977, 121, 81, 53, 'Male', 77.33165540367561, 1.954154249165582, 0.066699051, 40, 20.25068062242094, 94.33333333333333, 'High Risk'),
(199366, 77, 14, '08:46.2', 37.09344772747019, 96.27248108023605, 135, 72, 65, 'Female', 85.26639262848687, 1.594023085363299, 0.053011776, 63, 33.55742870198733, 93, 'High Risk'),
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(199368, 98, 17, '06:46.2', 36.12836417876288, 99.57038246580287, 114, 71, 27, 'Male', 82.76454774572801, 1.523730576589135, 0.060503424, 43, 35.647409988877875, 85.33333333333333, 'High Risk'),
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(199533, 60, 13, '21:46.2', 36.126999570619724, 95.27633737133472, 128, 79, 45, 'Female', 56.15583387, 1.6750108457354713, 0.079806885, 49, 20.01518615175953, 95.33333333333333, 'Low Risk'),
(199534, 66, 19, '20:46.2', 37.132085682176005, 99.17338084274999, 120, 75, 50, 'Male', 69.12065683390448, 1.828495701066617, 0.1312805886384915, 45, 20.673783751973378, 90, 'Low Risk'),
(199535, 91, 16, '19:46.2', 36.03847772088209, 96.35153055697404, 122, 75, 69, 'Male', 86.54525424421963, 1.707671010575747, 0.1140282859576653, 47, 29.67801474677755, 90.66666666666667, 'High Risk'),
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(199538, 87, 14, '16:46.2', 36.95479520930911, 99.39205373, 112, 79, 42, 'Female', 88.80807973328132, 1.886945514031063, 0.10074683678368382, 33, 24.942142698165647, 90, 'Low Risk'),
(199539, 94, 19, '15:46.2', 36.09751042683964, 97.01957469320115, 114, 72, 75, 'Male', 71.15366974331656, 1.9694388228678728, 0.084371179, 42, 18.344771818896202, 86, 'High Risk'),
(199540, 68, 12, '14:46.2', 36.189502690522545, 97.39367896724909, 130, 73, 58, 'Male', 61.347181665824564, 1.9161825965468546, 0.080458044, 57, 16.707860204921335, 92, 'High Risk'),
(199541, 87, 15, '13:46.2', 37.30789566125231, 97.34085124330967, 136, 77, 61, 'Male', 56.58873011911179, 1.9761381727917864, 0.10088145276431504, 59, 14.490899129228449, 96.66666666666666, 'High Risk'),
(199542, 65, 16, '12:46.2', 37.36916101657138, 98.30953642242699, 130, 88, 70, 'Female', 65.57351192427937, 1.8422591922410183, 0.12025930658236526, 42, 19.320883394612256, 102, 'Low Risk'),
(199543, 98, 12, '11:46.2', 37.23537832649766, 99.92231384248178, 120, 75, 35, 'Male', 76.73685168, 1.9922415115184344, 0.13238926460585185, 45, 19.333923998200092, 90, 'High Risk'),
(199544, 94, 19, '10:46.2', 36.06415613095257, 97.18260845200626, 114, 78, 28, 'Male', 92.09571736202923, 1.7944766811316837, 0.095348572, 36, 28.599852730629497, 90, 'High Risk'),
(199545, 83, 14, '09:46.2', 36.65583640132424, 95.40295585917225, 123, 75, 35, 'Female', 58.92840672067358, 1.523988065594715, 0.072394639, 48, 25.372401017330322, 91, 'Low Risk'),
(199546, 78, 17, '08:46.2', 36.316671678119896, 97.54563714756861, 125, 72, 43, 'Female', 51.389892222228575, 1.7472012865576831, 0.077068225, 53, 16.83417452094213, 89.66666666666666, 'High Risk'),
(199547, 91, 17, '07:46.2', 37.44674553, 95.68471757844682, 130, 81, 43, 'Male', 90.99170215, 1.9996906828808085, 0.11600165717263636, 49, 22.75496349241764, 97.33333333333333, 'High Risk'),
(199548, 85, 17, '06:46.2', 37.39239153216194, 98.53266134807896, 119, 73, 76, 'Female', 67.56889584602581, 1.9927790703683637, 0.093432547, 46, 17.01486531007098, 88.33333333333333, 'High Risk'),
(199549, 82, 14, '05:46.2', 36.28330353, 99.00584178, 132, 70, 28, 'Female', 51.926804237481186, 1.8177359851148545, 0.14733459695584109, 62, 15.715564507063023, 90.66666666666666, 'High Risk'),
(199550, 90, 18, '04:46.2', 36.13681115691863, 98.13642616299916, 129, 71, 68, 'Male', 94.29455410609002, 1.946803824735322, 0.08737816, 58, 24.879533309469977, 90.33333333333333, 'Low Risk'),
(199551, 71, 14, '03:46.2', 37.47401305316988, 97.07441971195102, 119, 70, 67, 'Female', 84.78031262, 1.7602302520043596, 0.057363003, 49, 27.36251749716911, 86.33333333333333, 'Low Risk'),
(199552, 76, 17, '02:46.2', 36.47061812575461, 99.56917733515247, 122, 86, 86, 'Female', 89.02364104282407, 1.5324610260347535, 0.12029651312609814, 36, 37.90761632695207, 98, 'High Risk'),
(199553, 85, 13, '01:46.2', 36.44630182, 98.14784897394162, 121, 85, 20, 'Female', 94.90780939395991, 1.5023168450234106, 0.13942595058607668, 36, 42.05124667012251, 97, 'High Risk'),
(199554, 61, 15, '00:46.2', 36.20897422885362, 99.28421609498525, 120, 77, 76, 'Male', 67.52574923787307, 1.9653073199182773, 0.13817983249386911, 43, 17.48269851031833, 91.33333333333333, 'High Risk'),
(199555, 88, 14, '59:46.2', 37.27314394034573, 99.00245246, 110, 81, 31, 'Female', 94.82158397259647, 1.5531180481451963, 0.10180543371578221, 29, 39.309568160365636, 90.66666666666667, 'High Risk'),
(199556, 87, 19, '58:46.2', 36.93499242522805, 99.51296773, 111, 86, 19, 'Male', 53.022504199039446, 1.9722341045197707, 0.084529717, 25, 13.631489274227494, 94.33333333333333, 'High Risk'),
(199557, 91, 13, '57:46.2', 36.711573440094156, 95.13120173683133, 121, 74, 63, 'Female', 85.89978993197275, 1.7447256670059597, 0.067987609, 47, 28.218751920388375, 89.66666666666667, 'High Risk'),
(199558, 70, 13, '56:46.2', 36.990779690807216, 98.23520942424787, 118, 78, 21, 'Female', 53.62546186037141, 1.8001332061553714, 0.13414176693043295, 40, 16.54861907599042, 91.33333333333333, 'High Risk'),
(199559, 90, 19, '55:46.2', 37.02249399662054, 95.23482308584677, 118, 85, 52, 'Female', 88.99754229886278, 1.7555148656444253, 0.13056730930412686, 33, 28.878124924219048, 96, 'Low Risk'),
(199560, 95, 17, '54:46.2', 36.73470530931789, 97.10650322820615, 110, 71, 81, 'Female', 95.26833322084548, 1.803911905244782, 0.078940497, 39, 29.27641653123728, 84, 'High Risk'),
(199561, 60, 16, '53:46.2', 36.09010928225451, 97.78328896936668, 122, 70, 20, 'Female', 57.03626056, 1.684893277340587, 0.10104053667022467, 52, 20.091217231351077, 87.33333333333333, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(199562, 61, 19, '52:46.2', 36.62164257007441, 95.27151933228733, 136, 82, 82, 'Male', 90.1750968, 1.6380126966982669, 0.058805279, 54, 33.608729061418444, 100, 'High Risk'),
(199563, 64, 12, '51:46.2', 36.367162744890926, 95.96478087715435, 110, 80, 62, 'Male', 63.92385393020578, 1.5285319526653942, 0.060815697, 30, 27.359862283017996, 90, 'Low Risk'),
(199564, 93, 15, '50:46.2', 36.44251421970575, 99.03504123821904, 110, 89, 49, 'Male', 61.66744038651804, 1.9318406005676036, 0.14058663563788135, 21, 16.52392991519802, 96, 'High Risk'),
(199565, 95, 17, '49:46.2', 36.943708209323425, 95.30459777221324, 130, 85, 31, 'Female', 90.24092878155992, 1.9899125638018709, 0.11217600335330802, 45, 22.789540485802142, 100, 'High Risk'),
(199566, 69, 14, '48:46.2', 37.00562846513625, 98.51410408031414, 129, 70, 24, 'Male', 69.90379676, 1.6949800623495066, 0.080556867, 59, 24.331650888134163, 89.66666666666666, 'Low Risk'),
(199567, 62, 18, '47:46.2', 36.63337133371291, 96.45533976, 125, 73, 67, 'Male', 63.36103340258623, 1.529020836, 0.076981278, 52, 27.10163204, 90.33333333333333, 'Low Risk'),
(199568, 83, 14, '46:46.2', 36.85461778, 96.90812114714963, 118, 86, 62, 'Male', 99.78698382393785, 1.895063413731879, 0.084489289, 32, 27.786023676701177, 96.66666666666667, 'Low Risk'),
(199569, 99, 15, '45:46.2', 37.22334286, 96.3918448, 113, 81, 66, 'Male', 89.41971357326156, 1.974860057507743, 0.10276133963285064, 32, 22.92770695415134, 91.66666666666667, 'High Risk'),
(199570, 79, 19, '44:46.2', 37.453331055543465, 99.84213705666984, 130, 87, 20, 'Female', 54.674915702718465, 1.8323713516911067, 0.12484563648455636, 43, 16.284001578493058, 101.33333333333333, 'High Risk'),
(199571, 96, 17, '43:46.2', 36.71268347963113, 96.07536555183127, 137, 80, 52, 'Female', 79.11074528416918, 1.9661925936851588, 0.10832377581021913, 57, 20.463662485072398, 99, 'High Risk'),
(199572, 67, 16, '42:46.2', 37.48030883737021, 95.89048838719974, 131, 81, 33, 'Male', 76.07302281887873, 1.8014121679840986, 0.11115856586378853, 50, 23.442530500497558, 97.66666666666666, 'Low Risk'),
(199573, 83, 14, '41:46.2', 36.771914550728205, 97.19015447244821, 130, 72, 77, 'Male', 64.06863424, 1.6602366427225432, 0.058933972526059045, 58, 23.243711508201383, 91.33333333333333, 'Low Risk'),
(199574, 79, 14, '40:46.2', 36.001928512274446, 98.91887348181992, 130, 88, 86, 'Female', 84.86414152, 1.594348269922745, 0.058813011, 42, 33.38549598, 102, 'High Risk'),
(199575, 79, 14, '39:46.2', 36.24011328600853, 97.16437941065767, 130, 72, 43, 'Male', 59.45345181130714, 1.7859746156929286, 0.11857179805686627, 58, 18.639167477723916, 91.33333333333333, 'Low Risk'),
(199576, 90, 15, '38:46.2', 37.068218244861384, 99.64357928967395, 126, 74, 72, 'Male', 91.77117712915717, 1.5442278271380145, 0.092504195, 52, 38.48429667013058, 91.33333333333333, 'High Risk'),
(199577, 89, 13, '37:46.2', 37.11689591, 95.39527020592291, 112, 80, 89, 'Male', 87.07075810167325, 1.9813716025729642, 0.14142666159004347, 32, 22.17892320446908, 90.66666666666667, 'Low Risk'),
(199578, 92, 12, '36:46.2', 36.37153334613699, 97.98166070667897, 125, 84, 62, 'Male', 89.04604611355194, 1.524628236, 0.14170004326440985, 41, 38.307756928633154, 97.66666666666667, 'High Risk'),
(199579, 75, 17, '35:46.2', 36.28496126, 97.88669638, 113, 77, 52, 'Male', 70.42334963257599, 1.652516704, 0.1401381615544129, 36, 25.788433488654267, 89, 'Low Risk'),
(199580, 72, 18, '34:46.2', 37.35821433538973, 96.48676853647594, 118, 71, 77, 'Female', 85.13046615515489, 1.842924175478936, 0.12489468248207544, 47, 25.06513668196526, 86.66666666666667, 'Low Risk'),
(199581, 96, 17, '33:46.2', 37.10585219546933, 98.60337261313661, 123, 73, 45, 'Male', 53.560489420823174, 1.5295093492991623, 0.056895478, 50, 22.894979806512648, 89.66666666666666, 'High Risk'),
(199582, 86, 14, '32:46.2', 37.26746161333404, 98.15173905995209, 111, 74, 75, 'Male', 57.27092868960697, 1.6999480669669222, 0.11725066331906044, 37, 19.818141166495213, 86.33333333333333, 'Low Risk'),
(199583, 63, 15, '31:46.2', 37.163102604487065, 96.73689369607915, 126, 87, 20, 'Female', 51.28570696523766, 1.5646685004661125, 0.11611205535837324, 39, 20.948439048362264, 100, 'Low Risk'),
(199584, 84, 17, '30:46.2', 36.35833137089674, 95.20147720823807, 124, 81, 75, 'Male', 71.60183074763101, 1.9476690095102904, 0.0568523, 43, 18.875298076418144, 95.33333333333333, 'Low Risk'),
(199585, 88, 17, '29:46.2', 36.12889268068881, 96.37843570097334, 117, 77, 45, 'Male', 92.39213888119403, 1.623170787264196, 0.063563658, 40, 35.067643694458894, 90.33333333333333, 'High Risk'),
(199586, 91, 15, '28:46.2', 37.20434634998517, 98.78859883676532, 114, 72, 77, 'Male', 78.96852163042297, 1.560283863312848, 0.12877634201886667, 42, 32.43745507473571, 86, 'High Risk'),
(199587, 66, 19, '27:46.2', 37.27638645386652, 98.66545650395138, 111, 88, 47, 'Male', 52.244823247961904, 1.5163624766760484, 0.07211941, 23, 22.721510857293165, 95.66666666666667, 'Low Risk'),
(199588, 73, 12, '26:46.2', 36.77744738420893, 95.52352420265447, 125, 75, 44, 'Female', 52.87103177532704, 1.9880912540915603, 0.10954920495231485, 50, 13.37658199919086, 91.66666666666666, 'High Risk'),
(199589, 93, 17, '25:46.2', 36.86075674525039, 95.74056142741378, 121, 71, 37, 'Female', 86.37993448796479, 1.644441577476281, 0.11937453967793168, 50, 31.94301995213194, 87.66666666666666, 'High Risk'),
(199590, 83, 15, '24:46.2', 36.41153912056237, 97.38445797218708, 124, 80, 26, 'Male', 97.42402358981096, 1.8548067507837502, 0.1386067258838672, 44, 28.31840092409723, 94.66666666666667, 'Low Risk'),
(199591, 96, 15, '23:46.2', 36.48822948168902, 98.37165191780782, 110, 74, 51, 'Female', 59.80907262668224, 1.5104842729652876, 0.13160870322147603, 36, 26.21408196, 86, 'High Risk'),
(199592, 95, 13, '22:46.2', 36.741129017447754, 95.88703831415633, 118, 77, 80, 'Female', 77.52898952003196, 1.6285832085561163, 0.11265161778981518, 41, 29.23103669923758, 90.66666666666667, 'High Risk'),
(199593, 64, 17, '21:46.2', 36.06876725019802, 99.25344760033026, 131, 84, 20, 'Female', 97.94962256716124, 1.974131158649167, 0.051755004, 47, 25.13337206228129, 99.66666666666667, 'Low Risk'),
(199594, 79, 15, '20:46.2', 37.327339232999954, 97.88364669281154, 119, 71, 44, 'Male', 96.60204061259631, 1.7718670900604274, 0.14500526087627652, 48, 30.76975348695488, 87, 'High Risk'),
(199595, 65, 16, '19:46.2', 36.099397757821144, 99.66351701830175, 114, 80, 57, 'Female', 56.813026772714814, 1.889248474717523, 0.05315956, 34, 15.917313383881645, 91.33333333333333, 'High Risk'),
(199596, 98, 19, '18:46.2', 36.130696179984405, 96.66025628993691, 114, 78, 47, 'Female', 97.34526791176532, 1.9683755737041746, 0.062218742, 36, 25.124585787581292, 90, 'High Risk'),
(199597, 72, 16, '17:46.2', 36.362121425336284, 96.09236864319168, 135, 71, 49, 'Female', 50.05829513, 1.6215004094829866, 0.062461024, 64, 19.03890334346264, 92.33333333333333, 'Low Risk'),
(199598, 62, 18, '16:46.2', 36.40704903420461, 98.64270618504696, 120, 80, 19, 'Male', 79.13245570160278, 1.6532870386612672, 0.14516362185756587, 40, 28.950636824461924, 93.33333333333333, 'Low Risk'),
(199599, 92, 17, '15:46.2', 36.29376938907564, 97.90624823192135, 121, 84, 33, 'Female', 56.35448760298133, 1.569185312711748, 0.1026983778894888, 37, 22.886534492525982, 96.33333333333333, 'High Risk'),
(199600, 66, 13, '14:46.2', 36.63889635398284, 99.59667196494549, 134, 85, 47, 'Female', 94.07283865, 1.8984006366058521, 0.14283992396853498, 49, 26.102884840920716, 101.33333333333333, 'Low Risk'),
(199601, 94, 17, '13:46.2', 36.586984726776656, 99.42005293430424, 139, 85, 19, 'Female', 60.20085719195792, 1.8485821041402692, 0.11712175256486176, 54, 17.616725463417207, 103, 'High Risk'),
(199602, 72, 18, '12:46.2', 37.11552387381213, 98.07978630284035, 118, 72, 47, 'Female', 75.73565087206512, 1.5878070268621152, 0.069203672, 46, 30.04034547560136, 87.33333333333333, 'High Risk'),
(199603, 74, 15, '11:46.2', 36.51701358101889, 97.11315917607052, 124, 89, 25, 'Female', 61.427411462342945, 1.9831632936736039, 0.1447100313384897, 35, 15.618713683607133, 100.66666666666667, 'High Risk'),
(199604, 73, 13, '10:46.2', 36.69946730946897, 98.13392550768296, 119, 80, 28, 'Female', 54.74029014981749, 1.5796745564546473, 0.051140671, 39, 21.936727925249013, 93, 'Low Risk'),
(199605, 78, 17, '09:46.2', 36.21132702284108, 98.22772314329495, 115, 80, 53, 'Male', 61.888021013946435, 1.7672413327839995, 0.10627490136838641, 35, 19.815948949726483, 91.66666666666667, 'Low Risk'),
(199606, 82, 17, '08:46.2', 36.09138745734843, 98.32015651026798, 117, 74, 38, 'Male', 76.42123956070392, 1.7483402998026187, 0.14706155517901898, 43, 25.001274076864085, 88.33333333333333, 'Low Risk'),
(199607, 69, 16, '07:46.2', 36.861953662657115, 99.85813367450824, 115, 89, 46, 'Male', 93.98560204552358, 1.7253115648572628, 0.12786191272927871, 26, 31.57375690435022, 97.66666666666667, 'High Risk'),
(199608, 76, 13, '06:46.2', 37.008803694262845, 98.12164186790179, 131, 72, 66, 'Male', 61.91738648615334, 1.9905733275630038, 0.05944163, 59, 15.62630351947303, 91.66666666666666, 'High Risk'),
(199609, 87, 19, '05:46.2', 36.35443719084678, 95.25006895331053, 125, 86, 86, 'Female', 50.61811295, 1.537771008241826, 0.068697237, 39, 21.405363776357255, 99, 'Low Risk'),
(199610, 71, 16, '04:46.2', 36.47965830238996, 99.41156687910095, 125, 78, 33, 'Male', 89.89616121605911, 1.5726889737139618, 0.073451145, 47, 36.34590297218052, 93.66666666666667, 'High Risk'),
(199611, 97, 14, '03:46.2', 37.17622874067554, 99.34585059649555, 114, 71, 72, 'Female', 65.82086585924047, 1.8828728660797818, 0.081735061, 43, 18.56613898538587, 85.33333333333333, 'High Risk'),
(199612, 65, 17, '02:46.2', 37.074928107357714, 96.16940487797952, 123, 87, 88, 'Female', 89.72349859, 1.7749212094004163, 0.10923493161071504, 36, 28.480528340084962, 99, 'Low Risk'),
(199613, 83, 12, '01:46.2', 37.347125625265434, 99.91793286, 138, 87, 84, 'Male', 74.11771347, 1.6410514137912149, 0.10860869752211172, 51, 27.521850893788567, 104, 'Low Risk'),
(199614, 85, 19, '00:46.2', 37.37215128501043, 96.44024541, 116, 83, 33, 'Female', 53.59779981138888, 1.7907707313329795, 0.070014123, 33, 16.713483890846593, 94, 'High Risk'),
(199615, 74, 14, '59:46.2', 37.11508102, 96.59929631, 117, 79, 68, 'Female', 75.00196312466574, 1.5167390400048044, 0.1493577083188249, 38, 32.60249973784015, 91.66666666666667, 'High Risk'),
(199616, 63, 19, '58:46.2', 36.938556660210885, 98.60888304, 132, 76, 52, 'Male', 74.42036384961702, 1.6073474304458308, 0.12498091737157017, 56, 28.805291097902657, 94.66666666666666, 'Low Risk'),
(199617, 62, 17, '57:46.2', 36.39976145125816, 98.33465993939085, 124, 79, 75, 'Female', 99.23933622667131, 1.9881554780213646, 0.11842532112685812, 45, 25.10632592734857, 94, 'Low Risk'),
(199618, 82, 15, '56:46.2', 37.152788232597295, 95.00359931708853, 112, 88, 67, 'Male', 81.82461735677936, 1.8182692491103396, 0.14532132178900797, 24, 24.749566427865215, 96, 'Low Risk'),
(199619, 78, 13, '55:46.2', 36.471153901521554, 96.87589863, 117, 85, 53, 'Female', 57.25700115703991, 1.5304572803857504, 0.14918499228074455, 32, 24.444782348596327, 95.66666666666667, 'Low Risk'),
(199620, 73, 18, '54:46.2', 37.47465582691499, 98.31874588577033, 136, 84, 45, 'Female', 95.56704217052416, 1.5442690387487148, 0.13231088722331136, 52, 40.073955912281654, 101.33333333333333, 'High Risk'),
(199621, 69, 18, '53:46.2', 36.017761335085005, 96.44508224203588, 111, 78, 23, 'Male', 61.15262510700202, 1.9489497332485224, 0.060520478, 33, 16.099553390721972, 89, 'High Risk'),
(199622, 88, 12, '52:46.2', 36.70104278701691, 96.57326386204524, 132, 80, 71, 'Male', 50.09241374016031, 1.6035114741775738, 0.110167594, 52, 19.48174323395369, 97.33333333333333, 'Low Risk'),
(199623, 77, 12, '51:46.2', 37.20420816990348, 97.64666163, 118, 84, 31, 'Male', 96.06612206, 1.877113666515077, 0.062795255, 34, 27.26397133275452, 95.33333333333333, 'Low Risk'),
(199624, 80, 13, '50:46.2', 36.75286843346676, 98.90615282623902, 110, 82, 57, 'Female', 79.44703000936619, 1.9025172502618068, 0.087079846, 28, 21.949289163940104, 91.33333333333333, 'Low Risk'),
(199625, 95, 18, '49:46.2', 36.63465512787421, 98.98804758845247, 117, 75, 80, 'Male', 67.25458411, 1.7714154612083606, 0.125904125, 42, 21.432904532991426, 89, 'High Risk'),
(199626, 60, 16, '48:46.2', 37.20984479723764, 98.20839260895107, 119, 85, 85, 'Male', 69.19030076526872, 1.5623725392963048, 0.1259787272972986, 34, 28.344971478447597, 96.33333333333333, 'Low Risk'),
(199627, 92, 19, '47:46.2', 36.58759056383111, 97.31360199629846, 133, 86, 66, 'Female', 79.51905902879933, 1.7501198959289437, 0.060506176, 47, 25.961849513590536, 101.66666666666667, 'High Risk'),
(199628, 79, 14, '46:46.2', 36.11675813242649, 96.75304505924441, 138, 87, 29, 'Female', 71.49304882, 1.560655686234071, 0.075850121, 51, 29.352805704961153, 104, 'Low Risk'),
(199629, 71, 17, '45:46.2', 36.900647279345826, 95.19717319, 133, 82, 37, 'Male', 97.06166428, 1.7808588034179438, 0.10052460030623955, 51, 30.604744537615904, 99, 'High Risk'),
(199630, 85, 18, '44:46.2', 36.900799964054876, 98.12766999078983, 124, 76, 69, 'Male', 95.86512023924828, 1.5307930448260516, 0.091049296, 48, 40.909828667042675, 92, 'High Risk'),
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(199632, 83, 15, '42:46.2', 36.137291724781896, 97.38849322077621, 130, 87, 19, 'Male', 80.63648715203996, 1.5371721187014815, 0.051972368, 43, 34.12609557041511, 101.33333333333333, 'High Risk'),
(199633, 97, 18, '41:46.2', 37.19687603172575, 98.45065533219257, 121, 70, 27, 'Male', 61.656918137678915, 1.783433587925021, 0.068987899, 51, 19.385094834781047, 87, 'High Risk'),
(199634, 94, 15, '40:46.2', 36.71102470220609, 95.20574662894981, 126, 88, 52, 'Female', 75.43882357308715, 1.6649399454332576, 0.13491260036589026, 38, 27.214337164027107, 100.66666666666667, 'High Risk'),
(199635, 88, 17, '39:46.2', 37.15187383391968, 95.00886648118957, 114, 80, 50, 'Female', 56.01225964346815, 1.8388597500490458, 0.10472274085822886, 34, 16.56478791, 91.33333333333333, 'High Risk'),
(199636, 98, 18, '38:46.2', 36.81950809660952, 99.69150183674783, 139, 84, 34, 'Female', 94.80436628863484, 1.8114611023106644, 0.13239210160128745, 55, 28.891514876940928, 102.33333333333333, 'High Risk'),
(199637, 69, 12, '37:46.2', 36.80237441402028, 98.27030918080244, 111, 70, 39, 'Female', 55.407023417496845, 1.918186221295145, 0.14438396183675473, 41, 15.05855451342659, 83.66666666666667, 'High Risk'),
(199638, 98, 16, '36:46.2', 36.01830041853234, 97.43085787, 117, 72, 39, 'Female', 99.95179361606296, 1.5303829101768396, 0.12900925246513914, 45, 42.676655518017164, 87, 'High Risk'),
(199639, 68, 15, '35:46.2', 36.67025748, 98.11265805, 123, 71, 61, 'Female', 92.63087530689444, 1.950795541930837, 0.1438917439784974, 52, 24.340654899877297, 88.33333333333333, 'Low Risk'),
(199640, 66, 13, '34:46.2', 36.39078034252376, 96.03058138370635, 117, 78, 61, 'Female', 74.64645142887409, 1.7376915026075752, 0.10544973384360598, 39, 24.720873489861024, 91, 'Low Risk'),
(199641, 93, 17, '33:46.2', 36.76196664178359, 97.02373508782803, 122, 72, 86, 'Male', 57.02582637609797, 1.818702790064988, 0.084124438, 50, 17.24043110544944, 88.66666666666666, 'High Risk'),
(199642, 60, 12, '32:46.2', 36.425083888697124, 97.62458916788056, 130, 87, 30, 'Female', 57.437045723803834, 1.9971962448881655, 0.090612671, 43, 14.399606101185858, 101.33333333333333, 'High Risk'),
(199643, 87, 17, '31:46.2', 37.16459056512436, 99.86573506647382, 138, 72, 28, 'Male', 91.69038851387214, 1.7628837061009193, 0.11233213813966766, 66, 29.503700144557623, 94, 'Low Risk'),
(199644, 91, 12, '30:46.2', 36.88397026911414, 98.08993792665947, 114, 75, 35, 'Female', 53.800567901959916, 1.8596619185200272, 0.13381809139636947, 39, 15.556749703428462, 88, 'High Risk'),
(199645, 99, 15, '29:46.2', 37.46980882, 98.64708182529631, 111, 80, 28, 'Male', 89.78646598898683, 1.6742897071974232, 0.1335525390112013, 31, 32.02946342640611, 90.33333333333333, 'High Risk'),
(199646, 86, 15, '28:46.2', 37.43011124928053, 98.97877397202026, 139, 89, 23, 'Male', 91.06141799692882, 1.856888893440474, 0.072754447, 50, 26.409645497103632, 105.66666666666666, 'Low Risk'),
(199647, 91, 16, '27:46.2', 36.43957524514734, 97.92827535933125, 112, 72, 81, 'Female', 75.83646698, 1.562449911881616, 0.14579731401045315, 40, 31.064608480731955, 85.33333333333333, 'High Risk'),
(199648, 87, 19, '26:46.2', 36.74476340172584, 96.50522458186894, 129, 75, 53, 'Male', 99.85350681972712, 1.6124373168145303, 0.1312256750424599, 54, 38.40587293234571, 93, 'High Risk'),
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(199650, 70, 17, '24:46.2', 37.484885628927664, 97.54256792881786, 133, 81, 62, 'Female', 65.55132693021187, 1.5671426251123055, 0.083437035, 52, 26.690975144110936, 98.33333333333333, 'Low Risk'),
(199651, 80, 14, '23:46.2', 36.93026656899733, 98.24105788336146, 131, 78, 46, 'Female', 59.28762332, 1.844859950283511, 0.052357706162766374, 53, 17.419562170979304, 95.66666666666666, 'High Risk'),
(199652, 83, 17, '22:46.2', 36.86251973458094, 98.15741265153135, 124, 82, 46, 'Male', 73.95784637, 1.9606092757404516, 0.076458321, 42, 19.239870749886805, 96, 'Low Risk'),
(199653, 79, 12, '21:46.2', 36.40536341962765, 97.18720213, 119, 79, 73, 'Female', 71.82293183103046, 1.7597945341473271, 0.142757203, 40, 23.19205328898654, 92.33333333333333, 'Low Risk'),
(199654, 78, 18, '20:46.2', 37.05459521, 96.44018936456649, 124, 82, 70, 'Male', 72.77987970885562, 1.9843314980903988, 0.10317498408017872, 42, 18.483443364509895, 96, 'High Risk'),
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(199656, 91, 17, '18:46.2', 37.240406745494546, 96.75696041295475, 125, 77, 54, 'Female', 96.88385077327864, 1.5492094951367539, 0.12690379065092272, 48, 40.36742916123552, 93, 'High Risk'),
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(199658, 96, 13, '16:46.2', 36.716803704950564, 97.90795367, 128, 88, 88, 'Female', 95.21450785605285, 1.8115667524164862, 0.11265613045355317, 40, 29.013120647368574, 101.33333333333333, 'High Risk'),
(199659, 87, 18, '15:46.2', 37.470049194648446, 95.50364532, 120, 82, 55, 'Female', 51.27658145180475, 1.5869998505355607, 0.14233543739961285, 38, 20.359414854353147, 94.66666666666667, 'Low Risk'),
(199660, 83, 18, '14:46.2', 37.42765078891668, 97.30297542433058, 132, 76, 53, 'Female', 67.68688397788392, 1.728933361617831, 0.10250165041553402, 56, 22.64373232242697, 94.66666666666666, 'Low Risk'),
(199661, 63, 16, '13:46.2', 37.26873317, 98.42509785936711, 139, 79, 63, 'Male', 61.44570739, 1.5708573167088073, 0.077948939, 60, 24.901073486304465, 99, 'Low Risk'),
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(199664, 68, 16, '10:46.2', 36.13192857231285, 99.97722319, 134, 83, 63, 'Female', 62.35335454052924, 1.8797552184945054, 0.098679618, 51, 17.646444910307967, 100, 'High Risk'),
(199665, 68, 13, '09:46.2', 36.047376872110526, 99.60490285740465, 121, 76, 25, 'Female', 72.93608761501656, 1.6898640681418304, 0.11142453753633272, 45, 25.54106017822338, 91, 'Low Risk'),
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(199667, 78, 18, '07:46.2', 36.049778701491206, 99.52743090930522, 129, 74, 58, 'Male', 50.55395154770115, 1.8890119100031249, 0.066539019, 55, 14.167255153332553, 92.33333333333333, 'High Risk'),
(199668, 71, 13, '06:46.2', 36.14987577538992, 95.58456300092337, 135, 85, 79, 'Male', 97.50522436675072, 1.9280467543319868, 0.14736381733801845, 50, 26.229666194033985, 101.66666666666666, 'Low Risk'),
(199669, 85, 12, '05:46.2', 36.55520347181229, 96.19894895009365, 128, 86, 65, 'Male', 79.09109241324913, 1.748607864448657, 0.093389552, 42, 25.86680085160685, 100, 'Low Risk'),
(199670, 76, 15, '04:46.2', 37.32514873, 95.87286520275825, 132, 79, 85, 'Male', 85.42436522243344, 1.5807644635981926, 0.061693331992539596, 53, 34.18593258962775, 96.66666666666666, 'High Risk'),
(199671, 64, 19, '03:46.2', 36.80801876379233, 98.78228926662469, 129, 88, 85, 'Female', 68.19813733654142, 1.8755613378466285, 0.1368155116093192, 41, 19.386971399050402, 101.66666666666667, 'Low Risk'),
(199672, 78, 14, '02:46.2', 37.41538936288756, 97.05138137586843, 115, 71, 24, 'Female', 59.08049275727058, 1.7820952793798326, 0.13331917325968462, 44, 18.602969296370635, 85.66666666666667, 'Low Risk'),
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(199675, 81, 12, '59:46.2', 37.133484358130524, 97.75075799492443, 138, 79, 31, 'Female', 98.09519731263849, 1.9946601273685016, 0.061731798562970355, 59, 24.655279624409552, 98.66666666666666, 'Low Risk'),
(199676, 63, 14, '58:46.2', 36.351060581798414, 98.69930799132376, 128, 70, 87, 'Male', 72.48818977696995, 1.7633179786583617, 0.1025377288535235, 58, 23.313419760168024, 89.33333333333333, 'Low Risk'),
(199677, 61, 19, '57:46.2', 36.16080467687287, 97.13606335540878, 113, 76, 84, 'Female', 94.22076672819506, 1.8004407930595963, 0.10850667316328341, 37, 29.066246037773873, 88.33333333333333, 'Low Risk'),
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(199680, 66, 16, '54:46.2', 37.383509263642104, 97.0077941, 121, 77, 53, 'Female', 86.22577191222277, 1.6705291313041177, 0.1095727246099491, 44, 30.897901482578902, 91.66666666666667, 'High Risk'),
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(199684, 89, 17, '50:46.2', 36.83860326021705, 96.30697766672655, 127, 73, 58, 'Female', 72.84837018552949, 1.525982729097065, 0.1003603196725547, 54, 31.283879412325383, 91, 'High Risk'),
(199685, 77, 19, '49:46.2', 36.696840577605435, 98.98293911735206, 137, 86, 66, 'Female', 70.35200802310393, 1.8454606244465968, 0.12797876097107203, 51, 20.656984856493903, 103, 'Low Risk'),
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(199688, 89, 14, '46:46.2', 37.35169066923846, 99.95088724922405, 125, 70, 36, 'Male', 71.01805211702447, 1.6095894830937179, 0.131221355, 55, 27.41185998239305, 88.33333333333333, 'Low Risk'),
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(199692, 81, 12, '42:46.2', 37.18052285789355, 97.99177422243325, 121, 70, 43, 'Male', 92.04735951, 1.5929472845581907, 0.13562583126031436, 51, 36.27509236341439, 87, 'High Risk'),
(199693, 84, 12, '41:46.2', 37.36814539738588, 97.35100479492286, 123, 72, 19, 'Female', 92.60882923516982, 1.7912565861421899, 0.087082652, 51, 28.86268923899733, 89, 'Low Risk'),
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(199699, 67, 16, '35:46.2', 36.40730694624511, 96.53050408510957, 111, 82, 76, 'Male', 95.18479516032747, 1.9918240100866647, 0.1107718919485611, 29, 23.99195583253522, 91.66666666666667, 'Low Risk'),
(199700, 60, 16, '34:46.2', 36.427938644713315, 97.13982173433104, 135, 85, 27, 'Male', 74.82585432769199, 1.7400538655405915, 0.10718368136852219, 50, 24.713047213585924, 101.66666666666666, 'Low Risk'),
(199701, 69, 13, '33:46.2', 37.00298395040313, 98.64739776796763, 117, 80, 40, 'Male', 96.00043305945195, 1.9420347162604767, 0.12094090021544227, 37, 25.454186028812433, 92.33333333333333, 'Low Risk'),
(199702, 68, 17, '32:46.2', 36.61616294368609, 95.31942745461433, 113, 74, 36, 'Male', 56.78613152885237, 1.9639089239918164, 0.10591007839506786, 39, 14.723111358104104, 87, 'High Risk'),
(199703, 78, 15, '31:46.2', 37.45615878820381, 97.15102092035693, 137, 88, 20, 'Male', 69.78099737753269, 1.725489896995283, 0.051893299, 49, 23.437556443533826, 104.33333333333333, 'Low Risk'),
(199704, 81, 16, '30:46.2', 36.49958191015598, 97.39388820971304, 117, 78, 55, 'Male', 71.54864662077128, 1.932970596406751, 0.1482872724579959, 39, 19.14921290479516, 91, 'Low Risk'),
(199705, 73, 13, '29:46.2', 36.41432164982189, 99.69093047856951, 134, 88, 35, 'Female', 93.76022775024686, 1.519315536310935, 0.12682653768995333, 46, 40.61838912344365, 103.33333333333333, 'High Risk'),
(199706, 70, 12, '28:46.2', 36.88447329244027, 95.65217015, 113, 71, 58, 'Male', 58.92015450967099, 1.7753422761731374, 0.10119024974789761, 42, 18.693890177281737, 85, 'Low Risk'),
(199707, 89, 18, '27:46.2', 36.92287462710551, 97.34696428, 132, 83, 84, 'Male', 89.17388552, 1.548572592739691, 0.12957005427386997, 49, 37.185579415466165, 99.33333333333333, 'High Risk'),
(199708, 81, 14, '26:46.2', 36.73624653819062, 99.04580841, 115, 88, 48, 'Male', 69.63925287588175, 1.6888177208073474, 0.1269356011995613, 27, 24.416788896127102, 97, 'Low Risk'),
(199709, 99, 16, '25:46.2', 37.424069065720744, 98.21930270765712, 123, 78, 42, 'Male', 71.45174103068153, 1.6995928623196352, 0.097325495, 45, 24.735632414424998, 93, 'High Risk'),
(199710, 65, 14, '24:46.2', 37.41254076281386, 99.49048204044959, 125, 72, 46, 'Male', 51.09387831282613, 1.661861255, 0.079618281, 53, 18.500324400613252, 89.66666666666666, 'Low Risk'),
(199711, 92, 13, '23:46.2', 36.63493705904113, 95.63242550552349, 137, 77, 27, 'Female', 99.39454872, 1.7521878490166474, 0.10841699900762986, 60, 32.374363425876375, 97, 'High Risk'),
(199712, 81, 16, '22:46.2', 36.46250128288259, 99.32487423631078, 119, 70, 72, 'Female', 96.23231340660334, 1.708564271034446, 0.090685223, 49, 32.96539513, 86.33333333333333, 'High Risk'),
(199713, 79, 12, '21:46.2', 37.15858329714376, 97.78704791036324, 139, 75, 35, 'Male', 73.35734508676575, 1.974423282895703, 0.11888740275366617, 64, 18.817549961749407, 96.33333333333333, 'Low Risk'),
(199714, 60, 12, '20:46.2', 36.32183721, 96.39659056874982, 127, 86, 35, 'Male', 84.36319456, 1.8080820924895764, 0.094836312, 41, 25.805764338823508, 99.66666666666667, 'Low Risk'),
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(199716, 62, 12, '18:46.2', 36.60406099200281, 98.86060541, 118, 84, 27, 'Female', 82.39955099605277, 1.9362255277204825, 0.10371635359370363, 34, 21.97925470438241, 95.33333333333333, 'Low Risk'),
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(199718, 75, 16, '16:46.2', 36.553990124364226, 97.72029415843538, 113, 79, 76, 'Female', 80.21674607487202, 1.6207127208031498, 0.085556079, 34, 30.53886973542698, 90.33333333333333, 'High Risk'),
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(199720, 82, 13, '14:46.2', 36.57030769654912, 97.03970637, 137, 73, 58, 'Female', 94.69908938356252, 1.8306195625874568, 0.14506420582204124, 64, 28.258532507470605, 94.33333333333333, 'Low Risk'),
(199721, 95, 17, '13:46.2', 37.46722257371192, 95.5277323, 124, 87, 26, 'Male', 92.67523593184946, 1.513407722050479, 0.06192608, 37, 40.46241584396965, 99.33333333333333, 'High Risk'),
(199722, 88, 17, '12:46.2', 36.54567859024475, 99.15281189039337, 138, 83, 83, 'Female', 62.613074675891205, 1.9127130245408126, 0.089051134, 55, 17.114546683734105, 101.33333333333333, 'High Risk'),
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(199733, 80, 18, '01:46.2', 37.05933580792394, 96.15858636623966, 125, 89, 28, 'Male', 63.09320811010446, 1.9745222000663645, 0.12902303360043207, 36, 16.182982654420183, 101, 'High Risk'),
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(199767, 81, 19, '27:46.2', 36.542318254329295, 98.92705528, 123, 77, 23, 'Female', 58.66264564394023, 1.9239682887308003, 0.070580239, 46, 15.847684852129193, 92.33333333333333, 'High Risk'),
(199768, 90, 18, '26:46.2', 37.00453784118256, 98.93411927087044, 128, 79, 62, 'Female', 81.78058206699326, 1.571093845466499, 0.082586803, 49, 33.13186953976294, 95.33333333333333, 'High Risk'),
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(199770, 84, 16, '24:46.2', 36.779150622590286, 96.96092438221568, 114, 84, 61, 'Female', 84.00405659, 1.8147176618947267, 0.074492892, 30, 25.508335868836152, 94, 'Low Risk'),
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(199775, 85, 12, '19:46.2', 36.88200444497175, 95.61067793622198, 120, 89, 53, 'Male', 84.56849632687366, 1.8712185604914122, 0.054679853, 31, 24.152360120417406, 99.33333333333333, 'Low Risk'),
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(199784, 88, 17, '10:46.2', 36.97506385734636, 96.49935513752338, 133, 76, 80, 'Male', 55.23116815255608, 1.7534867395573757, 0.1347630836341377, 57, 17.96301600495489, 95, 'High Risk'),
(199785, 96, 18, '09:46.2', 36.73210358428425, 95.36076999537352, 116, 82, 60, 'Female', 96.99159921435131, 1.6874458164036361, 0.118933593, 34, 34.06233743333859, 93.33333333333333, 'High Risk'),
(199786, 84, 13, '08:46.2', 36.91827972338234, 99.23861762, 122, 70, 37, 'Female', 52.74867686298732, 1.7695395235914095, 0.083411753, 52, 16.84577655327215, 87.33333333333333, 'High Risk'),
(199787, 76, 12, '07:46.2', 37.16541225, 95.94875457603709, 130, 77, 42, 'Male', 85.87264630832242, 1.6519915026263523, 0.14139901296620228, 53, 31.46583264, 94.66666666666666, 'High Risk'),
(199788, 99, 19, '06:46.2', 36.356360977142344, 95.70487039067939, 136, 71, 75, 'Female', 61.32458993669813, 1.9540080921032779, 0.10348685538806243, 65, 16.061345965552523, 92.66666666666666, 'High Risk'),
(199789, 66, 15, '05:46.2', 37.23874854970056, 96.22652331257027, 129, 72, 46, 'Male', 62.161470476873234, 1.6894530252749658, 0.1263448277437777, 57, 21.77855383132392, 91, 'Low Risk'),
(199790, 88, 15, '04:46.2', 37.24455051012833, 99.8766696, 125, 84, 23, 'Male', 64.23686801583258, 1.6755302186277725, 0.12803819150825319, 41, 22.881254322240217, 97.66666666666667, 'Low Risk'),
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(199795, 62, 17, '59:46.2', 36.31846003904774, 98.83592569666581, 124, 73, 28, 'Female', 52.84161353278239, 1.9657691867115024, 0.099764138, 51, 13.674486409285363, 90, 'High Risk'),
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(199799, 72, 14, '55:46.2', 36.985268299944515, 97.15351518, 110, 87, 40, 'Male', 61.630718216944885, 1.6695738061406877, 0.0838421, 23, 22.109859553718668, 94.66666666666667, 'Low Risk'),
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(199801, 64, 12, '53:46.2', 36.27687602, 95.59175388953679, 133, 70, 34, 'Female', 99.38243869120546, 1.9095417209207741, 0.12124950697274534, 63, 27.255323825506416, 91, 'Low Risk'),
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(199803, 63, 16, '51:46.2', 36.87935830962594, 95.81478291, 119, 80, 61, 'Female', 85.92625140569552, 1.6171350424611548, 0.13971521435461418, 39, 32.85740716, 93, 'High Risk'),
(199804, 98, 19, '50:46.2', 37.245633265668125, 96.94375655787181, 113, 83, 24, 'Female', 88.82182249996808, 1.584387260239587, 0.091256674, 30, 35.38319099452548, 93, 'High Risk'),
(199805, 78, 15, '49:46.2', 37.15111839619515, 96.19507189, 129, 74, 40, 'Male', 71.192192, 1.693912294599763, 0.12141568342951702, 55, 24.81135739793476, 92.33333333333333, 'Low Risk'),
(199806, 63, 19, '48:46.2', 36.98594130847833, 98.97191148032016, 113, 79, 37, 'Female', 67.73544701135111, 1.8083839877266121, 0.083071376, 34, 20.71260368, 90.33333333333333, 'Low Risk'),
(199807, 90, 19, '47:46.2', 36.064327579800434, 98.50286910813524, 128, 87, 87, 'Female', 69.71169916, 1.8769541546544488, 0.11149829634496032, 41, 19.787837650516295, 100.66666666666667, 'Low Risk'),
(199808, 60, 19, '46:46.2', 36.13255118309064, 96.18728849508578, 112, 86, 60, 'Female', 99.37084623, 1.6691770245373991, 0.055071834, 26, 35.66598247130694, 94.66666666666667, 'High Risk'),
(199809, 79, 18, '45:46.2', 37.26312458613083, 99.13625216231205, 124, 75, 74, 'Male', 71.00645642, 1.7473176242215345, 0.1013879888974871, 49, 23.257023132136112, 91.33333333333333, 'Low Risk'),
(199810, 77, 15, '44:46.2', 36.40824269070556, 96.64370137312977, 137, 75, 29, 'Male', 93.96810994516551, 1.5194534814246041, 0.12105670903461797, 62, 40.70105574480551, 95.66666666666666, 'High Risk'),
(199811, 63, 18, '43:46.2', 36.02964583613617, 97.13590305101405, 120, 83, 80, 'Male', 90.04325454457859, 1.683018931701557, 0.087497313, 37, 31.788730273876382, 95.33333333333333, 'High Risk'),
(199812, 63, 17, '42:46.2', 37.117797922277205, 99.90701075072292, 133, 79, 67, 'Male', 88.79347592, 1.6264903464551734, 0.12949368654210036, 54, 33.56433733438006, 97, 'High Risk'),
(199813, 69, 14, '41:46.2', 36.43221350107016, 98.36405635111436, 127, 76, 46, 'Female', 99.83365290159342, 1.6426287191562725, 0.10671434543608474, 51, 36.999694565857304, 93, 'High Risk'),
(199814, 66, 14, '40:46.2', 36.73754012851963, 96.98025365, 118, 76, 44, 'Male', 70.78163838, 1.8949402906953585, 0.11346194705417546, 42, 19.71194828598126, 90, 'Low Risk'),
(199815, 64, 16, '39:46.2', 36.31716672208221, 97.68854915830396, 123, 80, 51, 'Female', 94.58737699490356, 1.9302828152940323, 0.065165766, 43, 25.385825685354014, 94.33333333333333, 'Low Risk'),
(199816, 81, 17, '38:46.2', 36.15609953838904, 98.64512423346476, 136, 84, 56, 'Male', 88.36606988679871, 1.835938331, 0.090651487, 52, 26.216177061085574, 101.33333333333333, 'Low Risk'),
(199817, 91, 13, '37:46.2', 36.22947609108684, 98.47018618496689, 116, 78, 39, 'Female', 60.25245694188074, 1.615912926271646, 0.10287012229976253, 38, 23.074848109073347, 90.66666666666667, 'High Risk'),
(199818, 90, 12, '36:46.2', 37.15563972937605, 97.28282496124031, 139, 73, 25, 'Female', 67.10802034078425, 1.893277533736671, 0.1167674478846846, 66, 18.72172512633214, 95, 'Low Risk'),
(199819, 82, 15, '35:46.2', 37.11688918552297, 99.04608420391185, 121, 88, 43, 'Female', 73.91739511363185, 1.7330858561327553, 0.076147705, 33, 24.60971010107915, 99, 'Low Risk'),
(199820, 85, 18, '34:46.2', 37.19696635644418, 96.50178753938583, 132, 73, 77, 'Female', 66.80887128979114, 1.9237125773967858, 0.094854998, 59, 18.053182217731095, 92.66666666666666, 'High Risk'),
(199821, 90, 17, '33:46.2', 37.39990960164044, 99.18685214242876, 129, 78, 58, 'Male', 92.51019789123254, 1.8767016810692725, 0.074060306, 51, 26.26631353, 95, 'Low Risk');
INSERT INTO `human_vital_signs_dataset_2024` (`Patient ID`, `HeartRate`, `RespiratoryRate`, `Timestamp`, `BodyTemperature`, `OxygenSaturation`, `SystolicBloodPressure`, `DiastolicBloodPressure`, `Age`, `Gender`, `Weight_kg`, `Height_m`, `Derived_HRV`, `Derived_Pulse_Pressure`, `Derived_BMI`, `Derived_MAP`, `RiskCategory`) VALUES
(199822, 64, 14, '32:46.2', 36.53060826440283, 96.79774075345046, 130, 71, 44, 'Male', 73.40400605022622, 1.843471773450788, 0.11340875145095287, 59, 21.599653180530574, 90.66666666666666, 'Low Risk'),
(199823, 78, 16, '31:46.2', 36.03661545638996, 95.34356072780687, 118, 71, 34, 'Male', 50.89547273696937, 1.610920642047705, 0.13551417264126536, 47, 19.612405299884344, 86.66666666666667, 'Low Risk'),
(199824, 75, 14, '30:46.2', 36.20881789815631, 95.59140995960149, 127, 72, 87, 'Female', 64.46086537724712, 1.60453251, 0.14969139286337202, 55, 25.037968564396603, 90.33333333333333, 'Low Risk'),
(199825, 83, 14, '29:46.2', 36.815833943135495, 98.05390606, 112, 71, 32, 'Male', 62.420164918558854, 1.8758700731823845, 0.097422973, 41, 17.73860250487608, 84.66666666666667, 'High Risk'),
(199826, 84, 19, '28:46.2', 36.31925237175511, 96.55601431516608, 132, 84, 37, 'Female', 73.35864635141553, 1.804403453316934, 0.088359947, 48, 22.53118376713177, 100, 'Low Risk'),
(199827, 81, 17, '27:46.2', 36.72549434, 99.13576764212169, 113, 83, 68, 'Male', 57.21328768255002, 1.8766223720981565, 0.10532658384454827, 30, 16.245875687559714, 93, 'High Risk'),
(199828, 62, 19, '26:46.2', 37.413388157282654, 96.15276772169807, 124, 80, 45, 'Female', 98.16493606, 1.7942329216564534, 0.12951370573360593, 44, 30.49290114538397, 94.66666666666667, 'High Risk'),
(199829, 71, 15, '25:46.2', 36.09079164500867, 98.16120166692293, 118, 77, 80, 'Female', 96.87918870053046, 1.6868156317139786, 0.09787369, 41, 34.04828639118575, 90.66666666666667, 'High Risk'),
(199830, 75, 16, '24:46.2', 37.128746491997894, 98.93389292845858, 137, 82, 66, 'Male', 81.82955634097186, 1.6426447295800772, 0.057857699662118046, 55, 30.32654304032391, 100.33333333333333, 'High Risk'),
(199831, 95, 14, '23:46.2', 37.22280423179419, 95.91164537996616, 112, 75, 24, 'Female', 83.27519865328978, 1.6348312938726663, 0.081849458, 37, 31.15801575961902, 87.33333333333333, 'High Risk'),
(199832, 64, 14, '22:46.2', 37.34419791244542, 96.37296020508602, 118, 81, 61, 'Female', 66.62502488801452, 1.7612358205752914, 0.057191432, 37, 21.478421697903393, 93.33333333333333, 'Low Risk'),
(199833, 86, 12, '21:46.2', 36.52202479344891, 99.25851625, 112, 74, 59, 'Male', 56.17791707, 1.5224109791263363, 0.1348845911233173, 38, 24.238281115465487, 86.66666666666667, 'Low Risk'),
(199834, 68, 17, '20:46.2', 37.398712036301404, 98.85426159877534, 139, 70, 89, 'Male', 63.123506290042556, 1.514115512384762, 0.10106615604000976, 69, 27.53424019, 93, 'Low Risk'),
(199835, 61, 12, '19:46.2', 37.29756680910441, 96.49890544270487, 124, 74, 60, 'Male', 57.70061192827865, 1.9500598664797306, 0.069310507, 50, 15.17345672, 90.66666666666666, 'High Risk'),
(199836, 97, 14, '18:46.2', 37.49555329, 96.13171782286135, 137, 81, 50, 'Male', 69.28873489724307, 1.7316982375277408, 0.096606485, 56, 23.10565061485482, 99.66666666666666, 'High Risk'),
(199837, 88, 12, '17:46.2', 36.67634474329788, 99.16350133, 119, 80, 83, 'Female', 99.15239709806008, 1.9717712130997185, 0.08386132, 39, 25.502935613855733, 93, 'Low Risk'),
(199838, 74, 19, '16:46.2', 36.07765015937917, 98.06332828915173, 118, 79, 88, 'Female', 92.05782731848927, 1.708449040821741, 0.10607386611611828, 39, 31.53963493649189, 92, 'High Risk'),
(199839, 84, 14, '15:46.2', 36.303709111709246, 97.02190064, 120, 75, 35, 'Female', 65.50140154871775, 1.9608132911076117, 0.11604078610210818, 45, 17.036410995097473, 90, 'High Risk'),
(199840, 76, 16, '14:46.2', 37.07362460831326, 97.53898633814488, 126, 77, 49, 'Female', 57.10224666612437, 1.8068378232061792, 0.081539516, 49, 17.49100843684374, 93.33333333333333, 'High Risk'),
(199841, 78, 14, '13:46.2', 36.28909527380248, 98.67061624993828, 111, 87, 68, 'Male', 73.89552005716138, 1.8278579681193299, 0.11955038845887747, 24, 22.11735645691704, 95, 'Low Risk'),
(199842, 66, 16, '12:46.2', 37.09464977741679, 95.18670621590805, 139, 77, 54, 'Male', 59.29284850512161, 1.5525426714320745, 0.063080739, 62, 24.598873766038245, 97.66666666666666, 'Low Risk'),
(199843, 73, 18, '11:46.2', 36.363305744729075, 99.86068264570129, 128, 70, 32, 'Male', 58.27090256038751, 1.9722249499174598, 0.10405679559321611, 58, 14.980932518215331, 89.33333333333333, 'High Risk'),
(199844, 98, 13, '10:46.2', 37.05427947597731, 95.28640514734403, 125, 80, 88, 'Male', 76.09201166, 1.8485897534441185, 0.083261213, 45, 22.266808950478893, 95, 'High Risk'),
(199845, 88, 16, '09:46.2', 36.50022424263711, 96.44661471, 136, 75, 40, 'Female', 69.05548534244352, 1.5432087596904829, 0.089918565, 61, 28.996716488258418, 95.33333333333333, 'Low Risk'),
(199846, 61, 13, '08:46.2', 37.356963383843464, 99.19713924171907, 124, 71, 28, 'Male', 56.91300071489455, 1.5819063613124953, 0.1025592767409858, 53, 22.74311457511072, 88.66666666666666, 'Low Risk'),
(199847, 89, 14, '07:46.2', 37.106961597941364, 95.53432452967351, 115, 76, 87, 'Male', 58.87913041747335, 1.9721068837506455, 0.0979157, 39, 15.139115044176995, 89, 'High Risk'),
(199848, 84, 16, '06:46.2', 37.17568234674862, 96.44625953391223, 121, 89, 23, 'Male', 78.51429517842084, 1.7231323207216083, 0.14260694881509017, 32, 26.443045926124785, 99.66666666666667, 'Low Risk'),
(199849, 98, 15, '05:46.2', 37.09098848493339, 95.69823873977874, 123, 85, 81, 'Male', 82.42311597052225, 1.8094901288967205, 0.093003445, 38, 25.17309369248957, 97.66666666666667, 'High Risk'),
(199850, 82, 17, '04:46.2', 36.26861635285718, 96.22115521952914, 122, 87, 71, 'Female', 77.50030296337589, 1.5292571440548324, 0.11713007362612263, 35, 33.139226259131824, 98.66666666666667, 'High Risk'),
(199851, 86, 13, '03:46.2', 36.87437512510076, 95.94234059097651, 118, 88, 67, 'Male', 53.02291757592783, 1.5718896866253327, 0.094351902, 30, 21.459494723746925, 98, 'Low Risk'),
(199852, 95, 18, '02:46.2', 36.56415331829026, 97.30976962397845, 116, 72, 62, 'Male', 72.09911146502662, 1.9402918459501948, 0.14434649005532602, 44, 19.151191345258827, 86.66666666666667, 'High Risk'),
(199853, 85, 18, '01:46.2', 36.06624257533892, 97.87542296557046, 122, 75, 64, 'Male', 90.26672233376031, 1.5331026354318007, 0.083614351, 47, 38.40477390684663, 90.66666666666667, 'High Risk'),
(199854, 69, 15, '00:46.2', 36.600983096007496, 95.52399172373481, 110, 83, 44, 'Male', 53.406682004611675, 1.8389678473368432, 0.1464492857384161, 27, 15.792370535700485, 92, 'High Risk'),
(199855, 68, 16, '59:46.2', 36.458918673275015, 97.91789084252392, 113, 79, 37, 'Female', 72.26594990549117, 1.8063434055963246, 0.1361282785587535, 34, 22.147926815170162, 90.33333333333333, 'Low Risk'),
(199856, 72, 17, '58:46.2', 36.71501839087614, 96.34892976652748, 119, 87, 54, 'Female', 72.19159009828495, 1.6617930137973769, 0.079623416, 32, 26.141635207470824, 97.66666666666667, 'Low Risk'),
(199857, 93, 15, '57:46.2', 36.99657917280891, 98.90062635, 138, 77, 81, 'Male', 59.002454090890645, 1.6522235870259423, 0.06830081, 61, 21.613865271000066, 97.33333333333333, 'High Risk'),
(199858, 70, 17, '56:46.2', 36.456508636989604, 97.31674792924478, 124, 74, 77, 'Male', 95.01415790529771, 1.9059314622997434, 0.092499959, 50, 26.156146736810527, 90.66666666666666, 'Low Risk'),
(199859, 71, 16, '55:46.2', 36.11524842114148, 99.17038261, 120, 71, 59, 'Female', 94.58298295069855, 1.9349458813420044, 0.1088581786153282, 49, 25.26244385, 87.33333333333333, 'Low Risk'),
(199860, 64, 15, '54:46.2', 36.35015065099163, 95.83733326640456, 110, 71, 63, 'Female', 87.37541310254115, 1.9670045279954045, 0.077882484, 39, 22.58283819032261, 84, 'Low Risk'),
(199861, 87, 18, '53:46.2', 36.20120480049032, 95.36934903857319, 136, 86, 33, 'Female', 57.646404889303795, 1.6630711066876263, 0.062835885, 50, 20.84253747, 102.66666666666666, 'Low Risk'),
(199862, 84, 12, '52:46.2', 37.00655283054857, 98.53710625803927, 122, 73, 23, 'Female', 92.89582142057863, 1.9318127416576558, 0.11566749880945644, 49, 24.892363072502057, 89.33333333333333, 'Low Risk'),
(199863, 61, 16, '51:46.2', 36.38561313670936, 97.67647397159539, 131, 78, 34, 'Female', 69.16609688494313, 1.6124646962057732, 0.098623455, 53, 26.60191118, 95.66666666666666, 'Low Risk'),
(199864, 61, 12, '50:46.2', 36.290982252284216, 95.45625117443474, 122, 84, 83, 'Female', 76.08143020044744, 1.7095991868351716, 0.071758033, 38, 26.03095268784156, 96.66666666666667, 'Low Risk'),
(199865, 98, 12, '49:46.2', 36.719100318746584, 97.33956876261834, 114, 83, 61, 'Male', 69.61795557778117, 1.8241316022549054, 0.06903825, 31, 20.92227618832219, 93.33333333333333, 'High Risk'),
(199866, 81, 19, '48:46.2', 37.12268716517931, 97.22474501315344, 116, 81, 19, 'Female', 67.35826977, 1.9397498276899228, 0.070589105, 35, 17.901914515444307, 92.66666666666667, 'High Risk'),
(199867, 97, 15, '47:46.2', 36.443708855805895, 96.58032182365503, 139, 80, 35, 'Female', 94.58382806008578, 1.7929717057872572, 0.068314738, 59, 29.421852555854844, 99.66666666666666, 'High Risk'),
(199868, 68, 16, '46:46.2', 37.23435390360458, 96.44035790702945, 114, 71, 72, 'Male', 73.70087906190223, 1.7470971830066757, 0.12460135219270786, 43, 24.145629978781024, 85.33333333333333, 'Low Risk'),
(199869, 68, 19, '45:46.2', 37.445912761952215, 98.34899605291434, 126, 87, 35, 'Female', 96.76807228220406, 1.9872665758061672, 0.12673967745953105, 39, 24.503032344450293, 100, 'Low Risk'),
(199870, 78, 19, '44:46.2', 36.51356479957273, 99.32700796688925, 115, 71, 56, 'Female', 73.35391067988814, 1.6884987681345347, 0.055159833194485045, 44, 25.728932989958043, 85.66666666666667, 'Low Risk'),
(199871, 85, 17, '43:46.2', 36.70582855948938, 98.91198479618575, 124, 74, 40, 'Male', 54.06084430317408, 1.5962928702089583, 0.1172745995975797, 50, 21.215715176117392, 90.66666666666666, 'Low Risk'),
(199872, 96, 13, '42:46.2', 37.41831953754967, 95.65428205655259, 120, 81, 33, 'Female', 99.54833230600649, 1.8047599594372266, 0.11489660504139122, 39, 30.562937592405355, 94, 'High Risk'),
(199873, 67, 13, '41:46.2', 36.42006287075913, 96.90573268, 121, 81, 50, 'Male', 66.11507972238003, 1.966193716545054, 0.090104515, 40, 17.102040013044615, 94.33333333333333, 'High Risk'),
(199874, 87, 14, '40:46.2', 36.93846559743312, 99.63903526917089, 114, 85, 55, 'Male', 76.71113219050478, 1.5666720012270492, 0.13788449917698087, 29, 31.25375681575583, 94.66666666666667, 'High Risk'),
(199875, 86, 18, '39:46.2', 37.134646249821444, 98.13464813, 119, 76, 83, 'Male', 77.67762722, 1.8470957651063336, 0.13599394825496786, 43, 22.76759334022561, 90.33333333333333, 'Low Risk'),
(199876, 97, 16, '38:46.2', 36.231966682649265, 99.98299580796338, 135, 87, 49, 'Male', 82.82765509786103, 1.663565371693226, 0.066644789, 48, 29.929235470550474, 103, 'High Risk'),
(199877, 70, 17, '37:46.2', 36.898545890101204, 96.55167294719293, 119, 79, 29, 'Male', 85.39870407747128, 1.861532841531834, 0.1232935589676656, 40, 24.643924821639583, 92.33333333333333, 'Low Risk'),
(199878, 85, 12, '36:46.2', 36.86879181325418, 96.80244916364984, 133, 75, 36, 'Female', 97.29086641, 1.5847264662234941, 0.050587588, 58, 38.74034186496393, 94.33333333333333, 'High Risk'),
(199879, 63, 19, '35:46.2', 36.368545705214515, 95.723204, 120, 81, 48, 'Male', 79.92192713490687, 1.690729913680149, 0.10685548109356688, 39, 27.958732194487418, 94, 'Low Risk'),
(199880, 67, 16, '34:46.2', 36.67571687639839, 95.08703792598754, 136, 77, 20, 'Male', 89.32592504283784, 1.630243770479212, 0.057539587, 59, 33.61030268918832, 96.66666666666666, 'High Risk'),
(199881, 92, 12, '33:46.2', 37.22738747910023, 97.17368297209369, 121, 83, 66, 'Female', 63.225250104168495, 1.5085762844691124, 0.13054078134569835, 38, 27.78152001937398, 95.66666666666667, 'High Risk'),
(199882, 86, 18, '32:46.2', 36.766888003291264, 95.61804574687399, 119, 70, 45, 'Male', 52.71572024567785, 1.7368964416586687, 0.052061236, 49, 17.473998484437992, 86.33333333333333, 'High Risk'),
(199883, 60, 14, '31:46.2', 37.39497439, 95.67888460781485, 139, 88, 44, 'Male', 74.43352856987917, 1.7351736470570753, 0.126099892, 51, 24.72194985, 105, 'Low Risk'),
(199884, 90, 18, '30:46.2', 36.73761207, 96.10053446578121, 124, 72, 88, 'Male', 90.70125010350408, 1.6133466136904941, 0.081186181, 52, 34.84639932, 89.33333333333333, 'High Risk'),
(199885, 99, 19, '29:46.2', 37.12028161492383, 97.85256374849367, 129, 78, 75, 'Male', 94.51892915647767, 1.974588312423641, 0.085916614, 51, 24.241844912034004, 95, 'High Risk'),
(199886, 71, 13, '28:46.2', 37.183049668285804, 95.09491891098385, 114, 79, 75, 'Male', 99.18563776862041, 1.941866007420823, 0.098598797, 35, 26.30330200150153, 90.66666666666667, 'Low Risk'),
(199887, 94, 15, '27:46.2', 36.00653736488084, 98.57793332, 138, 72, 61, 'Female', 95.20778368601037, 1.7351627965897627, 0.14737142886826815, 66, 31.62219413456342, 94, 'High Risk'),
(199888, 68, 14, '26:46.2', 36.51142561629887, 95.44066161885759, 118, 73, 85, 'Male', 81.22590577404762, 1.9355306879910916, 0.086282863, 45, 21.68175537, 88, 'Low Risk'),
(199889, 98, 18, '25:46.2', 36.05123753, 99.52816376895225, 112, 72, 42, 'Female', 86.40440470938728, 1.677532615074849, 0.07515052, 40, 30.70392787618616, 85.33333333333333, 'High Risk'),
(199890, 80, 18, '24:46.2', 37.03330453119696, 97.24042393177152, 115, 77, 65, 'Female', 64.90680846422124, 1.800620907925786, 0.10098010229961618, 38, 20.019152026458613, 89.66666666666667, 'Low Risk'),
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(199978, 81, 12, '56:46.2', 36.565322816464594, 97.29387821967173, 124, 74, 30, 'Male', 53.07410026238581, 1.7892083051557899, 0.14469721650258843, 50, 16.579095366188636, 90.66666666666666, 'High Risk'),
(199979, 60, 13, '55:46.2', 36.66904462916586, 99.00194652793928, 129, 84, 73, 'Male', 58.85033180878214, 1.9792084160800867, 0.05874284, 45, 15.023317920104097, 99, 'High Risk'),
(199980, 63, 17, '54:46.2', 36.80905851800731, 97.22143885, 112, 83, 58, 'Female', 60.87501201955999, 1.6079754943391653, 0.11201513769706212, 29, 23.543997794268556, 92.66666666666667, 'Low Risk'),
(199981, 79, 13, '53:46.2', 36.76880566857001, 97.06515796844619, 123, 88, 29, 'Male', 64.91989553189147, 1.5314183528417433, 0.099145259, 35, 27.681531708330724, 99.66666666666667, 'Low Risk'),
(199982, 89, 18, '52:46.2', 36.530846403106594, 96.99880383, 122, 81, 51, 'Male', 79.36129824949342, 1.8298101533457398, 0.11827629380026504, 41, 23.70263874920058, 94.66666666666667, 'Low Risk'),
(199983, 80, 16, '51:46.2', 36.67864795960338, 99.59435073, 133, 84, 75, 'Female', 69.08951005213609, 1.5148612997534392, 0.12076755210421608, 49, 30.10692296441115, 100.33333333333333, 'High Risk'),
(199984, 65, 14, '50:46.2', 36.344249609832254, 99.70034281, 115, 72, 48, 'Male', 78.08626640241083, 1.8615085655109953, 0.12158072896102648, 43, 22.53432638201572, 86.33333333333333, 'Low Risk'),
(199985, 94, 15, '49:46.2', 37.02221554914196, 97.75156291522909, 132, 83, 34, 'Female', 76.67821687090671, 1.8965764992089067, 0.06884784, 49, 21.317254751072756, 99.33333333333333, 'High Risk'),
(199986, 82, 13, '48:46.2', 37.44113774106903, 95.67780499595064, 111, 82, 82, 'Female', 97.60081006, 1.8466759317266779, 0.14379623030394503, 29, 28.620159144258118, 91.66666666666667, 'Low Risk'),
(199987, 70, 12, '47:46.2', 36.83772587379074, 96.76788496740586, 111, 88, 32, 'Female', 94.12475594486348, 1.5207350819587209, 0.075151972, 23, 40.700217817412735, 95.66666666666667, 'High Risk'),
(199988, 87, 12, '46:46.2', 36.92522344607591, 99.55906265759978, 130, 70, 43, 'Female', 54.139107679227415, 1.7351539608443494, 0.11773943052274072, 60, 17.98187861036766, 90, 'High Risk'),
(199989, 79, 15, '45:46.2', 37.06136945269399, 98.84266448333926, 138, 83, 77, 'Female', 82.46074153, 1.8546964172206888, 0.11305405689151782, 55, 23.97185101, 101.33333333333333, 'Low Risk'),
(199990, 95, 12, '44:46.2', 36.91344145971286, 99.20898436097733, 118, 87, 20, 'Male', 65.59884495662179, 1.6137268614592426, 0.13886819579736306, 31, 25.190462206616942, 97.33333333333333, 'High Risk'),
(199991, 74, 19, '43:46.2', 36.37853532961993, 99.37828996465534, 125, 88, 56, 'Male', 95.28549189231398, 1.9495528501503936, 0.10513420527647754, 37, 25.070139725345367, 100.33333333333333, 'Low Risk'),
(199992, 70, 12, '42:46.2', 36.382188106477614, 95.36252547546412, 110, 82, 28, 'Male', 77.35519459378898, 1.8289041029908495, 0.059609167, 28, 23.12637771457389, 91.33333333333333, 'Low Risk'),
(199993, 91, 18, '41:46.2', 36.68845635933829, 97.40791839181063, 112, 71, 80, 'Female', 74.30730642102054, 1.638744156467138, 0.13345313312306295, 41, 27.670003026082895, 84.66666666666667, 'High Risk'),
(199994, 81, 15, '40:46.2', 37.45386534824475, 97.02907665318175, 123, 84, 55, 'Female', 55.864302040874584, 1.714802708299544, 0.072417902, 39, 18.997920048276733, 97, 'Low Risk'),
(199995, 71, 17, '39:46.2', 36.47910861484715, 98.30394242062185, 134, 80, 47, 'Female', 62.755258956582736, 1.8536983149771618, 0.056394362, 54, 18.262995651007202, 98, 'High Risk'),
(199996, 79, 16, '38:46.2', 36.653455112053656, 95.81613465943504, 133, 82, 36, 'Male', 51.718906756033796, 1.7033165854533578, 0.12043301368671495, 51, 17.826192237727195, 99, 'High Risk'),
(199997, 67, 14, '37:46.2', 36.89949100489803, 99.59513429755872, 122, 85, 34, 'Female', 96.48673364640342, 1.7372232723239267, 0.058506016, 37, 31.97100785624713, 97.33333333333333, 'High Risk'),
(199998, 97, 17, '36:46.2', 37.01329020017197, 99.93880524225006, 119, 85, 52, 'Male', 78.83875499738159, 1.5712938733475659, 0.09358946, 34, 31.93191195240978, 96.33333333333333, 'High Risk'),
(199999, 75, 19, '35:46.2', 37.31858964741771, 96.98289873, 124, 76, 82, 'Male', 94.67696984907566, 1.6908688122070035, 0.11767574495809864, 48, 33.11498192813115, 92, 'High Risk'),
(200000, 95, 16, '34:46.2', 36.09944206629299, 97.38927247344968, 122, 87, 23, 'Female', 61.4557423, 1.9704753690428478, 0.10623845241389028, 35, 15.827796125695045, 98.66666666666667, 'High Risk'),
(200001, 79, 14, '33:46.2', 36.02095199998478, 97.87351367, 126, 89, 84, 'Male', 63.636716178451486, 1.6504425038763877, 0.10648720677704271, 37, 23.36183551325005, 101.33333333333333, 'Low Risk'),
(200002, 85, 17, '32:46.2', 37.36003203895739, 98.26177885993819, 118, 76, 48, 'Male', 64.12590204937457, 1.6660514279046708, 0.062601981, 42, 23.102377763642398, 90, 'Low Risk'),
(200003, 73, 12, '31:46.2', 37.08885839, 97.72257515673718, 121, 72, 63, 'Female', 85.25478384356003, 1.7443068361530716, 0.085790659, 49, 28.02031362, 88.33333333333333, 'Low Risk'),
(200004, 88, 12, '30:46.2', 36.715786620183785, 97.49747422497387, 123, 80, 44, 'Male', 82.38204809215324, 1.7279741701817322, 0.13051580235486648, 43, 27.590406047060963, 94.33333333333333, 'Low Risk'),
(200005, 78, 12, '29:46.2', 36.57745126780209, 95.02659498682489, 124, 78, 21, 'Female', 74.16747248828753, 1.679959495875847, 0.098366828, 46, 26.279424926826813, 93.33333333333333, 'Low Risk'),
(200006, 81, 18, '28:46.2', 37.250635701360366, 95.59641797701727, 113, 86, 83, 'Female', 98.68176755183998, 1.6400364456747456, 0.096337524, 27, 36.68849706, 95, 'High Risk'),
(200007, 83, 12, '27:46.2', 36.70678312787519, 97.61324610479807, 114, 89, 83, 'Female', 56.82213871316073, 1.810077101483845, 0.13501023470563556, 25, 17.34296818161825, 97.33333333333333, 'High Risk'),
(200008, 91, 12, '26:46.2', 37.12790390598242, 98.20960093017057, 134, 79, 63, 'Male', 69.09235016002154, 1.9286348521147276, 0.096563764, 55, 18.57504797891264, 97.33333333333333, 'High Risk'),
(200009, 94, 13, '25:46.2', 36.947466114350824, 96.50645778687877, 126, 73, 28, 'Female', 52.58956426858232, 1.6463584065187382, 0.13275706889348007, 53, 19.402192150774965, 90.66666666666666, 'High Risk'),
(200010, 76, 16, '24:46.2', 37.231102839454415, 97.74981259574518, 116, 74, 84, 'Female', 73.64504946744397, 1.8548017052774126, 0.13591628791099442, 42, 21.40664392867954, 88, 'Low Risk'),
(200011, 83, 13, '23:46.2', 36.88901833143867, 98.47239866, 137, 85, 18, 'Female', 94.93656408, 1.5355195147196414, 0.052577886215694515, 52, 40.26454811330995, 102.33333333333333, 'High Risk'),
(200012, 96, 15, '22:46.2', 36.26584689638283, 98.28800215019189, 135, 70, 24, 'Male', 52.27230342775079, 1.5613270236066092, 0.11835972025592369, 65, 21.44291800656499, 91.66666666666666, 'High Risk'),
(200013, 99, 19, '21:46.2', 36.39533531949409, 98.91478149802553, 136, 70, 72, 'Male', 56.78955134830345, 1.7371052149353772, 0.10277240855591044, 66, 18.819851380637278, 92, 'High Risk'),
(200014, 72, 15, '20:46.2', 36.483258054649944, 97.24741011, 120, 86, 49, 'Male', 94.39936623482292, 1.6862370492193453, 0.075561683, 34, 33.19952149, 97.33333333333333, 'High Risk'),
(200015, 99, 18, '19:46.2', 36.16205998371874, 99.98701953935566, 135, 72, 36, 'Male', 95.84555814315792, 1.9193842050474328, 0.112085818, 63, 26.016457292065787, 93, 'High Risk'),
(200016, 87, 17, '18:46.2', 37.05890506052441, 95.35746976654147, 120, 84, 75, 'Male', 63.49631395131725, 1.848268257, 0.1296975855097981, 36, 18.58739399807808, 96, 'Low Risk'),
(200017, 76, 16, '17:46.2', 36.46363081311834, 99.34078572101559, 131, 89, 76, 'Male', 99.38432174855922, 1.9880741048287325, 0.061232332, 42, 25.145063754963832, 103, 'Low Risk'),
(200018, 81, 13, '16:46.2', 36.665476945865635, 98.12052976471321, 124, 89, 18, 'Female', 71.7718297, 1.9180589802416916, 0.097380849, 35, 19.508779622845797, 100.66666666666667, 'Low Risk'),
(200019, 83, 13, '15:46.2', 37.019872690566515, 95.36242593279029, 125, 86, 66, 'Female', 60.22038832589462, 1.8616552161635527, 0.068300218, 39, 17.37580958463797, 99, 'High Risk'),
(200020, 69, 14, '14:46.2', 37.01293072590385, 99.52305827830283, 133, 78, 67, 'Female', 91.44282505113793, 1.8533219788496795, 0.096520669, 55, 26.62244156701838, 96.33333333333333, 'Low Risk');

-- --------------------------------------------------------

--
-- Structure for view `hr_by_age_gender`
--
DROP TABLE IF EXISTS `hr_by_age_gender`;

CREATE ALGORITHM=UNDEFINED DEFINER=`dent`@`localhost` SQL SECURITY DEFINER VIEW `hr_by_age_gender`  AS SELECT `human_vital_signs_dataset_2024`.`Age` AS `Age`, `human_vital_signs_dataset_2024`.`Gender` AS `Gender`, count(`human_vital_signs_dataset_2024`.`HeartRate`) AS `TotalRatings`, avg(`human_vital_signs_dataset_2024`.`HeartRate`) AS `AvgHR` FROM `human_vital_signs_dataset_2024` GROUP BY `human_vital_signs_dataset_2024`.`Age`, `human_vital_signs_dataset_2024`.`Gender` ;
COMMIT;

/*!40101 SET CHARACTER_SET_CLIENT=@OLD_CHARACTER_SET_CLIENT */;
/*!40101 SET CHARACTER_SET_RESULTS=@OLD_CHARACTER_SET_RESULTS */;
/*!40101 SET COLLATION_CONNECTION=@OLD_COLLATION_CONNECTION */;